id	sid	tid	token	lemma	pos
easat-4600	1	1	edelweiss	edelweiss	PROPN
easat-4600	1	2	applied	apply	VERB
easat-4600	1	3	science	science	NOUN
easat-4600	1	4	and	and	CCONJ
easat-4600	1	5	technology	technology	NOUN
easat-4600	1	6	issn	issn	PROPN
easat-4600	1	7	:	:	PUNCT
easat-4600	1	8	2576	2576	NUM
easat-4600	1	9	-	-	SYM
easat-4600	1	10	8484	8484	NUM
easat-4600	1	11	vol	vol	NOUN
easat-4600	1	12	.	.	PROPN
easat-4600	2	1	9	9	NUM
easat-4600	2	2	,	,	PUNCT
easat-4600	2	3	no	no	INTJ
easat-4600	2	4	.	.	NOUN
easat-4600	2	5	2	2	NUM
easat-4600	2	6	,	,	PUNCT
easat-4600	2	7	793	793	NUM
easat-4600	2	8	-	-	SYM
easat-4600	2	9	814	814	NUM
easat-4600	2	10	2025	2025	NUM
easat-4600	2	11	publisher	publisher	NOUN
easat-4600	2	12	:	:	PUNCT
easat-4600	2	13	learning	learn	VERB
easat-4600	2	14	gate	gate	NOUN
easat-4600	2	15	doi	doi	PROPN
easat-4600	2	16	:	:	PUNCT
easat-4600	2	17	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	2	18	©	©	PROPN
easat-4600	2	19	2024	2024	NUM
easat-4600	2	20	by	by	ADP
easat-4600	2	21	the	the	DET
easat-4600	2	22	authors	author	NOUN
easat-4600	2	23	;	;	PUNCT
easat-4600	2	24	licensee	licensee	PROPN
easat-4600	2	25	learning	learning	NOUN
easat-4600	2	26	gate	gate	NOUN
easat-4600	3	1	©	©	PROPN
easat-4600	3	2	2025	2025	NUM
easat-4600	3	3	by	by	ADP
easat-4600	3	4	the	the	DET
easat-4600	3	5	authors	author	NOUN
easat-4600	3	6	;	;	PUNCT
easat-4600	3	7	licensee	licensee	PROPN
easat-4600	3	8	learning	learning	NOUN
easat-4600	3	9	gate	gate	NOUN
easat-4600	3	10	history	history	NOUN
easat-4600	3	11	:	:	PUNCT
easat-4600	3	12	received	receive	VERB
easat-4600	3	13	:	:	PUNCT
easat-4600	3	14	5	5	NUM
easat-4600	3	15	december	december	PROPN
easat-4600	3	16	2024	2024	NUM
easat-4600	3	17	;	;	PUNCT
easat-4600	3	18	revised	revise	VERB
easat-4600	3	19	:	:	PUNCT
easat-4600	3	20	23	23	NUM
easat-4600	3	21	january	january	NOUN
easat-4600	3	22	2025	2025	NUM
easat-4600	3	23	;	;	PUNCT
easat-4600	3	24	accepted	accept	VERB
easat-4600	3	25	:	:	PUNCT
easat-4600	3	26	23	23	NUM
easat-4600	3	27	january	january	NOUN
easat-4600	3	28	2025	2025	NUM
easat-4600	3	29	;	;	PUNCT
easat-4600	3	30	published	publish	VERB
easat-4600	3	31	:	:	PUNCT
easat-4600	4	1	5	5	NUM
easat-4600	4	2	february	february	NOUN
easat-4600	4	3	2025	2025	NUM
easat-4600	4	4	*	*	PUNCT
easat-4600	4	5	correspondence	correspondence	NOUN
easat-4600	4	6	:	:	PUNCT
easat-4600	4	7	buncha.w@msu.ac.th	buncha.w@msu.ac.th	NUM
easat-4600	4	8	renewable	renewable	ADJ
easat-4600	4	9	energy	energy	NOUN
easat-4600	4	10	strategy	strategy	NOUN
easat-4600	4	11	impacts	impact	NOUN
easat-4600	4	12	on	on	ADP
easat-4600	4	13	electricity	electricity	NOUN
easat-4600	4	14	system	system	NOUN
easat-4600	4	15	and	and	CCONJ
easat-4600	4	16	carbon	carbon	NOUN
easat-4600	4	17	emissions	emission	NOUN
easat-4600	4	18	in	in	ADP
easat-4600	4	19	hunan	hunan	PROPN
easat-4600	4	20	province	province	PROPN
easat-4600	4	21	of	of	ADP
easat-4600	4	22	china	china	PROPN
easat-4600	4	23	caixia	caixia	PROPN
easat-4600	4	24	yang1	yang1	PROPN
easat-4600	4	25	,	,	PUNCT
easat-4600	4	26	yao	yao	PROPN
easat-4600	4	27	xiao1	xiao1	PROPN
easat-4600	4	28	,	,	PUNCT
easat-4600	4	29	tao	tao	PROPN
easat-4600	4	30	chen1	chen1	PROPN
easat-4600	4	31	,	,	PUNCT
easat-4600	4	32	mingze	mingze	ADJ
easat-4600	4	33	lei2	lei2	NOUN
easat-4600	4	34	,	,	PUNCT
easat-4600	4	35	buncha	buncha	VERB
easat-4600	4	36	wattana2	wattana2	PROPN
easat-4600	4	37	*	*	PROPN
easat-4600	5	1	1college	1college	NUM
easat-4600	5	2	of	of	ADP
easat-4600	5	3	electrical	electrical	ADJ
easat-4600	5	4	engineering	engineering	NOUN
easat-4600	5	5	,	,	PUNCT
easat-4600	5	6	hunan	hunan	PROPN
easat-4600	5	7	mechanical	mechanical	PROPN
easat-4600	5	8	&	&	CCONJ
easat-4600	5	9	electrical	electrical	ADJ
easat-4600	5	10	polytechnic	polytechnic	PROPN
easat-4600	5	11	,	,	PUNCT
easat-4600	5	12	changsha	changsha	PROPN
easat-4600	5	13	,	,	PUNCT
easat-4600	5	14	410073	410073	NUM
easat-4600	5	15	,	,	PUNCT
easat-4600	5	16	hunan	hunan	PROPN
easat-4600	5	17	,	,	PUNCT
easat-4600	5	18	china	china	PROPN
easat-4600	5	19	.	.	PUNCT
easat-4600	6	1	2electrical	2electrical	NUM
easat-4600	6	2	and	and	CCONJ
easat-4600	6	3	computer	computer	NOUN
easat-4600	6	4	engineering	engineering	NOUN
easat-4600	6	5	research	research	NOUN
easat-4600	6	6	unit	unit	NOUN
easat-4600	6	7	,	,	PUNCT
easat-4600	6	8	faculty	faculty	NOUN
easat-4600	6	9	of	of	ADP
easat-4600	6	10	engineering	engineering	PROPN
easat-4600	6	11	mahasarakham	mahasarakham	PROPN
easat-4600	6	12	university	university	PROPN
easat-4600	6	13	,	,	PUNCT
easat-4600	6	14	maha	maha	PROPN
easat-4600	6	15	sarakham	sarakham	PROPN
easat-4600	6	16	,	,	PUNCT
easat-4600	6	17	44150	44150	NUM
easat-4600	6	18	,	,	PUNCT
easat-4600	6	19	thailand	thailand	PROPN
easat-4600	6	20	;	;	PUNCT
easat-4600	6	21	buncha.w@msu.ac.th	buncha.w@msu.ac.th	X
easat-4600	6	22	(	(	PUNCT
easat-4600	6	23	b.w	b.w	PROPN
easat-4600	6	24	.	.	PROPN
easat-4600	6	25	)	)	PUNCT
easat-4600	6	26	.	.	PUNCT
easat-4600	7	1	abstract	abstract	ADV
easat-4600	7	2	:	:	PUNCT
easat-4600	7	3	this	this	DET
easat-4600	7	4	study	study	NOUN
easat-4600	7	5	investigates	investigate	VERB
easat-4600	7	6	the	the	DET
easat-4600	7	7	impact	impact	NOUN
easat-4600	7	8	of	of	ADP
easat-4600	7	9	increasing	increase	VERB
easat-4600	7	10	renewable	renewable	ADJ
easat-4600	7	11	energy	energy	NOUN
easat-4600	7	12	capacity	capacity	NOUN
easat-4600	7	13	on	on	ADP
easat-4600	7	14	the	the	DET
easat-4600	7	15	power	power	NOUN
easat-4600	7	16	industry	industry	NOUN
easat-4600	7	17	in	in	ADP
easat-4600	7	18	hunan	hunan	PROPN
easat-4600	7	19	province	province	PROPN
easat-4600	7	20	,	,	PUNCT
easat-4600	7	21	china	china	PROPN
easat-4600	7	22	,	,	PUNCT
easat-4600	7	23	focusing	focus	VERB
easat-4600	7	24	on	on	ADP
easat-4600	7	25	power	power	NOUN
easat-4600	7	26	demand	demand	NOUN
easat-4600	7	27	,	,	PUNCT
easat-4600	7	28	electricity	electricity	NOUN
easat-4600	7	29	generation	generation	NOUN
easat-4600	7	30	,	,	PUNCT
easat-4600	7	31	and	and	CCONJ
easat-4600	7	32	co2	co2	NOUN
easat-4600	7	33	emissions	emission	NOUN
easat-4600	7	34	reductions	reduction	NOUN
easat-4600	7	35	.	.	PUNCT
easat-4600	8	1	using	use	VERB
easat-4600	8	2	the	the	DET
easat-4600	8	3	low	low	ADJ
easat-4600	8	4	emission	emission	NOUN
easat-4600	8	5	analysis	analysis	NOUN
easat-4600	8	6	platform	platform	NOUN
easat-4600	8	7	(	(	PUNCT
easat-4600	8	8	leap	leap	PROPN
easat-4600	8	9	)	)	PUNCT
easat-4600	8	10	model	model	NOUN
easat-4600	8	11	,	,	PUNCT
easat-4600	8	12	five	five	NUM
easat-4600	8	13	scenarios	scenario	NOUN
easat-4600	8	14	(	(	PUNCT
easat-4600	8	15	bau	bau	PROPN
easat-4600	8	16	,	,	PUNCT
easat-4600	8	17	res	re	NOUN
easat-4600	8	18	,	,	PUNCT
easat-4600	8	19	hef	hef	PROPN
easat-4600	8	20	,	,	PUNCT
easat-4600	8	21	hst	hst	PROPN
easat-4600	8	22	,	,	PUNCT
easat-4600	8	23	and	and	CCONJ
easat-4600	8	24	cop	cop	NOUN
easat-4600	8	25	)	)	PUNCT
easat-4600	8	26	were	be	AUX
easat-4600	8	27	developed	develop	VERB
easat-4600	8	28	to	to	PART
easat-4600	8	29	assess	assess	VERB
easat-4600	8	30	the	the	DET
easat-4600	8	31	effects	effect	NOUN
easat-4600	8	32	of	of	ADP
easat-4600	8	33	renewable	renewable	ADJ
easat-4600	8	34	energy	energy	NOUN
easat-4600	8	35	strategies	strategy	NOUN
easat-4600	8	36	from	from	ADP
easat-4600	8	37	2022	2022	NUM
easat-4600	8	38	to	to	ADP
easat-4600	8	39	2035	2035	NUM
easat-4600	8	40	.	.	PUNCT
easat-4600	9	1	the	the	DET
easat-4600	9	2	analysis	analysis	NOUN
easat-4600	9	3	considered	consider	VERB
easat-4600	9	4	renewable	renewable	ADJ
easat-4600	9	5	energy	energy	NOUN
easat-4600	9	6	growth	growth	NOUN
easat-4600	9	7	,	,	PUNCT
easat-4600	9	8	energy	energy	NOUN
easat-4600	9	9	storage	storage	NOUN
easat-4600	9	10	,	,	PUNCT
easat-4600	9	11	and	and	CCONJ
easat-4600	9	12	efficiency	efficiency	NOUN
easat-4600	9	13	improvements	improvement	NOUN
easat-4600	9	14	.	.	PUNCT
easat-4600	10	1	the	the	DET
easat-4600	10	2	comprehensive	comprehensive	ADJ
easat-4600	10	3	optimization	optimization	NOUN
easat-4600	10	4	scenario	scenario	NOUN
easat-4600	10	5	(	(	PUNCT
easat-4600	10	6	cop	cop	NOUN
easat-4600	10	7	)	)	PUNCT
easat-4600	10	8	emerged	emerge	VERB
easat-4600	10	9	as	as	ADP
easat-4600	10	10	the	the	DET
easat-4600	10	11	most	most	ADV
easat-4600	10	12	optimal	optimal	ADJ
easat-4600	10	13	,	,	PUNCT
easat-4600	10	14	achieving	achieve	VERB
easat-4600	10	15	a	a	DET
easat-4600	10	16	48	48	NUM
easat-4600	10	17	%	%	NOUN
easat-4600	10	18	share	share	NOUN
easat-4600	10	19	of	of	ADP
easat-4600	10	20	renewable	renewable	ADJ
easat-4600	10	21	energy	energy	NOUN
easat-4600	10	22	,	,	PUNCT
easat-4600	10	23	17	17	NUM
easat-4600	10	24	%	%	NOUN
easat-4600	10	25	energy	energy	NOUN
easat-4600	10	26	storage	storage	NOUN
easat-4600	10	27	,	,	PUNCT
easat-4600	10	28	and	and	CCONJ
easat-4600	10	29	23	23	NUM
easat-4600	10	30	%	%	NOUN
easat-4600	10	31	efficient	efficient	ADJ
easat-4600	10	32	coal	coal	NOUN
easat-4600	10	33	use	use	NOUN
easat-4600	10	34	,	,	PUNCT
easat-4600	10	35	leading	lead	VERB
easat-4600	10	36	to	to	ADP
easat-4600	10	37	significant	significant	ADJ
easat-4600	10	38	co2	co2	NOUN
easat-4600	10	39	emissions	emission	NOUN
easat-4600	10	40	reductions	reduction	NOUN
easat-4600	10	41	while	while	SCONJ
easat-4600	10	42	ensuring	ensure	VERB
easat-4600	10	43	system	system	NOUN
easat-4600	10	44	flexibility	flexibility	NOUN
easat-4600	10	45	and	and	CCONJ
easat-4600	10	46	reliability	reliability	NOUN
easat-4600	10	47	.	.	PUNCT
easat-4600	11	1	the	the	DET
easat-4600	11	2	study	study	NOUN
easat-4600	11	3	concludes	conclude	VERB
easat-4600	11	4	that	that	SCONJ
easat-4600	11	5	the	the	DET
easat-4600	11	6	cop	cop	NOUN
easat-4600	11	7	scenario	scenario	NOUN
easat-4600	11	8	is	be	AUX
easat-4600	11	9	the	the	DET
easat-4600	11	10	most	most	ADV
easat-4600	11	11	effective	effective	ADJ
easat-4600	11	12	in	in	ADP
easat-4600	11	13	supporting	support	VERB
easat-4600	11	14	a	a	DET
easat-4600	11	15	low	low	ADJ
easat-4600	11	16	-	-	PUNCT
easat-4600	11	17	carbon	carbon	NOUN
easat-4600	11	18	transition	transition	NOUN
easat-4600	11	19	and	and	CCONJ
easat-4600	11	20	maintaining	maintain	VERB
easat-4600	11	21	energy	energy	NOUN
easat-4600	11	22	security	security	NOUN
easat-4600	11	23	.	.	PUNCT
easat-4600	12	1	practical	practical	ADJ
easat-4600	12	2	implications	implication	NOUN
easat-4600	12	3	include	include	VERB
easat-4600	12	4	the	the	DET
easat-4600	12	5	need	need	NOUN
easat-4600	12	6	for	for	ADP
easat-4600	12	7	policy	policy	NOUN
easat-4600	12	8	support	support	NOUN
easat-4600	12	9	in	in	ADP
easat-4600	12	10	areas	area	NOUN
easat-4600	12	11	such	such	ADJ
easat-4600	12	12	as	as	ADP
easat-4600	12	13	diversified	diversify	VERB
easat-4600	12	14	energy	energy	NOUN
easat-4600	12	15	storage	storage	NOUN
easat-4600	12	16	,	,	PUNCT
easat-4600	12	17	distributed	distribute	VERB
easat-4600	12	18	energy	energy	NOUN
easat-4600	12	19	systems	system	NOUN
easat-4600	12	20	,	,	PUNCT
easat-4600	12	21	v2g	v2g	X
easat-4600	12	22	/	/	SYM
easat-4600	12	23	v2x	v2x	NOUN
easat-4600	12	24	technologies	technology	NOUN
easat-4600	12	25	,	,	PUNCT
easat-4600	12	26	and	and	CCONJ
easat-4600	12	27	smart	smart	ADJ
easat-4600	12	28	grid	grid	NOUN
easat-4600	12	29	development	development	NOUN
easat-4600	12	30	to	to	PART
easat-4600	12	31	enhance	enhance	VERB
easat-4600	12	32	renewable	renewable	ADJ
easat-4600	12	33	energy	energy	NOUN
easat-4600	12	34	integration	integration	NOUN
easat-4600	12	35	and	and	CCONJ
easat-4600	12	36	ensure	ensure	VERB
easat-4600	12	37	sustainable	sustainable	ADJ
easat-4600	12	38	development	development	NOUN
easat-4600	12	39	in	in	ADP
easat-4600	12	40	hunan	hunan	PROPN
easat-4600	12	41	.	.	PUNCT
easat-4600	13	1	keywords	keyword	NOUN
easat-4600	13	2	:	:	PUNCT
easat-4600	13	3	co2	co2	NOUN
easat-4600	13	4	emissions	emission	NOUN
easat-4600	13	5	energy	energy	NOUN
easat-4600	13	6	policy	policy	NOUN
easat-4600	13	7	,	,	PUNCT
easat-4600	13	8	power	power	NOUN
easat-4600	13	9	system	system	NOUN
easat-4600	13	10	prediction	prediction	NOUN
easat-4600	13	11	,	,	PUNCT
easat-4600	13	12	renewable	renewable	ADJ
easat-4600	13	13	energy	energy	NOUN
easat-4600	13	14	planning	planning	NOUN
easat-4600	13	15	,	,	PUNCT
easat-4600	13	16	scenario	scenario	NOUN
easat-4600	13	17	analysis	analysis	NOUN
easat-4600	13	18	.	.	PUNCT
easat-4600	14	1	1	1	X
easat-4600	14	2	.	.	X
easat-4600	14	3	introduction	introduction	NOUN
easat-4600	14	4	energy	energy	NOUN
easat-4600	14	5	and	and	CCONJ
easat-4600	14	6	environmental	environmental	ADJ
easat-4600	14	7	challenges	challenge	NOUN
easat-4600	14	8	are	be	AUX
easat-4600	14	9	major	major	ADJ
easat-4600	14	10	global	global	ADJ
easat-4600	14	11	issues	issue	NOUN
easat-4600	14	12	.	.	PUNCT
easat-4600	15	1	to	to	PART
easat-4600	15	2	address	address	VERB
easat-4600	15	3	these	these	DET
easat-4600	15	4	crises	crisis	NOUN
easat-4600	15	5	and	and	CCONJ
easat-4600	15	6	promote	promote	VERB
easat-4600	15	7	sustainable	sustainable	ADJ
easat-4600	15	8	development	development	NOUN
easat-4600	15	9	,	,	PUNCT
easat-4600	15	10	china	china	PROPN
easat-4600	15	11	is	be	AUX
easat-4600	15	12	advancing	advance	VERB
easat-4600	15	13	renewable	renewable	ADJ
easat-4600	15	14	energy	energy	NOUN
easat-4600	15	15	initiatives	initiative	NOUN
easat-4600	15	16	aimed	aim	VERB
easat-4600	15	17	at	at	ADP
easat-4600	15	18	reducing	reduce	VERB
easat-4600	15	19	carbon	carbon	NOUN
easat-4600	15	20	emissions	emission	NOUN
easat-4600	15	21	and	and	CCONJ
easat-4600	15	22	mitigating	mitigate	VERB
easat-4600	15	23	pollution	pollution	NOUN
easat-4600	15	24	.	.	PUNCT
easat-4600	16	1	hunan	hunan	PROPN
easat-4600	16	2	province	province	PROPN
easat-4600	16	3	,	,	PUNCT
easat-4600	16	4	which	which	PRON
easat-4600	16	5	has	have	AUX
easat-4600	16	6	limited	limit	VERB
easat-4600	16	7	energy	energy	NOUN
easat-4600	16	8	resources	resource	NOUN
easat-4600	16	9	,	,	PUNCT
easat-4600	16	10	has	have	AUX
easat-4600	16	11	experienced	experience	VERB
easat-4600	16	12	rapid	rapid	ADJ
easat-4600	16	13	economic	economic	ADJ
easat-4600	16	14	growth	growth	NOUN
easat-4600	16	15	and	and	CCONJ
easat-4600	16	16	population	population	NOUN
easat-4600	16	17	increases	increase	NOUN
easat-4600	16	18	since	since	SCONJ
easat-4600	16	19	2015	2015	NUM
easat-4600	16	20	,	,	PUNCT
easat-4600	16	21	leading	lead	VERB
easat-4600	16	22	to	to	ADP
easat-4600	16	23	a	a	DET
easat-4600	16	24	significant	significant	ADJ
easat-4600	16	25	rise	rise	NOUN
easat-4600	16	26	in	in	ADP
easat-4600	16	27	electricity	electricity	NOUN
easat-4600	16	28	consumption	consumption	NOUN
easat-4600	16	29	.	.	PUNCT
easat-4600	17	1	from	from	ADP
easat-4600	17	2	2015	2015	NUM
easat-4600	17	3	to	to	ADP
easat-4600	17	4	2022	2022	NUM
easat-4600	17	5	,	,	PUNCT
easat-4600	17	6	electricity	electricity	NOUN
easat-4600	17	7	consumption	consumption	NOUN
easat-4600	17	8	in	in	ADP
easat-4600	17	9	hunan	hunan	PROPN
easat-4600	17	10	grew	grow	VERB
easat-4600	17	11	by	by	ADP
easat-4600	17	12	54.5	54.5	NUM
easat-4600	17	13	%	%	NOUN
easat-4600	17	14	,	,	PUNCT
easat-4600	17	15	outpacing	outpace	VERB
easat-4600	17	16	the	the	DET
easat-4600	17	17	growth	growth	NOUN
easat-4600	17	18	of	of	ADP
easat-4600	17	19	electricity	electricity	NOUN
easat-4600	17	20	generation	generation	NOUN
easat-4600	17	21	.	.	PUNCT
easat-4600	18	1	this	this	DET
easat-4600	18	2	disparity	disparity	NOUN
easat-4600	18	3	resulted	result	VERB
easat-4600	18	4	in	in	ADP
easat-4600	18	5	a	a	DET
easat-4600	18	6	low	low	ADJ
easat-4600	18	7	self	self	NOUN
easat-4600	18	8	-	-	PUNCT
easat-4600	18	9	sufficiency	sufficiency	NOUN
easat-4600	18	10	rate	rate	NOUN
easat-4600	18	11	and	and	CCONJ
easat-4600	18	12	increased	increase	VERB
easat-4600	18	13	reliance	reliance	NOUN
easat-4600	18	14	on	on	ADP
easat-4600	18	15	imported	import	VERB
easat-4600	18	16	electricity	electricity	NOUN
easat-4600	18	17	.	.	PUNCT
easat-4600	19	1	by	by	ADP
easat-4600	19	2	2021	2021	NUM
easat-4600	19	3	,	,	PUNCT
easat-4600	19	4	the	the	DET
easat-4600	19	5	gap	gap	NOUN
easat-4600	19	6	between	between	ADP
easat-4600	19	7	generation	generation	NOUN
easat-4600	19	8	and	and	CCONJ
easat-4600	19	9	consumption	consumption	NOUN
easat-4600	19	10	had	have	AUX
easat-4600	19	11	reached	reach	VERB
easat-4600	19	12	496	496	NUM
easat-4600	19	13	gwh	gwh	NOUN
easat-4600	19	14	[	[	X
easat-4600	19	15	1	1	NUM
easat-4600	19	16	]	]	PUNCT
easat-4600	19	17	.	.	PUNCT
easat-4600	20	1	hunan	hunan	PROPN
easat-4600	20	2	's	's	PART
easat-4600	20	3	electricity	electricity	NOUN
easat-4600	20	4	generation	generation	NOUN
easat-4600	20	5	is	be	AUX
easat-4600	20	6	heavily	heavily	ADV
easat-4600	20	7	dependent	dependent	ADJ
easat-4600	20	8	on	on	ADP
easat-4600	20	9	coal	coal	NOUN
easat-4600	20	10	,	,	PUNCT
easat-4600	20	11	with	with	ADP
easat-4600	20	12	thermal	thermal	ADJ
easat-4600	20	13	power	power	NOUN
easat-4600	20	14	accounting	account	VERB
easat-4600	20	15	for	for	ADP
easat-4600	20	16	61.39	61.39	NUM
easat-4600	20	17	%	%	NOUN
easat-4600	20	18	of	of	ADP
easat-4600	20	19	the	the	DET
easat-4600	20	20	total	total	NOUN
easat-4600	20	21	in	in	ADP
easat-4600	20	22	2022	2022	NUM
easat-4600	20	23	,	,	PUNCT
easat-4600	20	24	followed	follow	VERB
easat-4600	20	25	by	by	ADP
easat-4600	20	26	hydropower	hydropower	NOUN
easat-4600	20	27	,	,	PUNCT
easat-4600	20	28	wind	wind	NOUN
easat-4600	20	29	,	,	PUNCT
easat-4600	20	30	and	and	CCONJ
easat-4600	20	31	solar	solar	ADJ
easat-4600	20	32	.	.	PUNCT
easat-4600	21	1	the	the	DET
easat-4600	21	2	continued	continue	VERB
easat-4600	21	3	use	use	NOUN
easat-4600	21	4	of	of	ADP
easat-4600	21	5	fossil	fossil	ADJ
easat-4600	21	6	fuels	fuel	NOUN
easat-4600	21	7	has	have	AUX
easat-4600	21	8	contributed	contribute	VERB
easat-4600	21	9	to	to	ADP
easat-4600	21	10	rising	rise	VERB
easat-4600	21	11	carbon	carbon	NOUN
easat-4600	21	12	emissions	emission	NOUN
easat-4600	21	13	and	and	CCONJ
easat-4600	21	14	worsened	worsen	VERB
easat-4600	21	15	air	air	NOUN
easat-4600	21	16	pollution	pollution	NOUN
easat-4600	21	17	.	.	PUNCT
easat-4600	22	1	between	between	ADP
easat-4600	22	2	2015	2015	NUM
easat-4600	22	3	and	and	CCONJ
easat-4600	22	4	2020	2020	NUM
easat-4600	22	5	,	,	PUNCT
easat-4600	22	6	carbon	carbon	NOUN
easat-4600	22	7	emissions	emission	NOUN
easat-4600	22	8	in	in	ADP
easat-4600	22	9	hunan	hunan	PROPN
easat-4600	22	10	's	's	PART
easat-4600	22	11	energy	energy	NOUN
easat-4600	22	12	sector	sector	NOUN
easat-4600	22	13	grew	grow	VERB
easat-4600	22	14	at	at	ADP
easat-4600	22	15	an	an	DET
easat-4600	22	16	average	average	ADJ
easat-4600	22	17	annual	annual	ADJ
easat-4600	22	18	rate	rate	NOUN
easat-4600	22	19	of	of	ADP
easat-4600	22	20	1.53	1.53	NUM
easat-4600	22	21	%	%	NOUN
easat-4600	22	22	,	,	PUNCT
easat-4600	22	23	with	with	ADP
easat-4600	22	24	fossil	fossil	NOUN
easat-4600	22	25	fuel	fuel	NOUN
easat-4600	22	26	combustion	combustion	NOUN
easat-4600	22	27	responsible	responsible	ADJ
easat-4600	22	28	for	for	ADP
easat-4600	22	29	about	about	ADV
easat-4600	22	30	95	95	NUM
easat-4600	22	31	%	%	NOUN
easat-4600	22	32	of	of	ADP
easat-4600	22	33	emissions	emission	NOUN
easat-4600	22	34	in	in	ADP
easat-4600	22	35	2020	2020	NUM
easat-4600	22	36	[	[	X
easat-4600	22	37	2	2	NUM
easat-4600	22	38	]	]	PUNCT
easat-4600	22	39	.	.	PUNCT
easat-4600	23	1	in	in	ADP
easat-4600	23	2	response	response	NOUN
easat-4600	23	3	to	to	ADP
easat-4600	23	4	these	these	DET
easat-4600	23	5	challenges	challenge	NOUN
easat-4600	23	6	,	,	PUNCT
easat-4600	23	7	hunan	hunan	PROPN
easat-4600	23	8	has	have	AUX
easat-4600	23	9	been	be	AUX
easat-4600	23	10	expanding	expand	VERB
easat-4600	23	11	renewable	renewable	ADJ
easat-4600	23	12	energy	energy	NOUN
easat-4600	23	13	generation	generation	NOUN
easat-4600	23	14	.	.	PUNCT
easat-4600	24	1	guided	guide	VERB
easat-4600	24	2	by	by	ADP
easat-4600	24	3	national	national	ADJ
easat-4600	24	4	policies	policy	NOUN
easat-4600	24	5	,	,	PUNCT
easat-4600	24	6	the	the	DET
easat-4600	24	7	provincial	provincial	ADJ
easat-4600	24	8	government	government	NOUN
easat-4600	24	9	aims	aim	VERB
easat-4600	24	10	to	to	PART
easat-4600	24	11	reduce	reduce	VERB
easat-4600	24	12	dependence	dependence	NOUN
easat-4600	24	13	on	on	ADP
easat-4600	24	14	fossil	fossil	ADJ
easat-4600	24	15	fuels	fuel	NOUN
easat-4600	24	16	and	and	CCONJ
easat-4600	24	17	promote	promote	VERB
easat-4600	24	18	clean	clean	ADJ
easat-4600	24	19	energy	energy	NOUN
easat-4600	24	20	.	.	PUNCT
easat-4600	25	1	the	the	DET
easat-4600	25	2	13th	13th	ADJ
easat-4600	25	3	five	five	NUM
easat-4600	25	4	-	-	PUNCT
easat-4600	25	5	year	year	NOUN
easat-4600	25	6	plan	plan	NOUN
easat-4600	25	7	(	(	PUNCT
easat-4600	25	8	2017	2017	NUM
easat-4600	25	9	)	)	PUNCT
easat-4600	25	10	set	set	VERB
easat-4600	25	11	targets	target	NOUN
easat-4600	25	12	to	to	PART
easat-4600	25	13	control	control	VERB
easat-4600	25	14	energy	energy	NOUN
easat-4600	25	15	consumption	consumption	NOUN
easat-4600	25	16	growth	growth	NOUN
easat-4600	25	17	and	and	CCONJ
easat-4600	25	18	reduce	reduce	VERB
easat-4600	25	19	energy	energy	NOUN
easat-4600	25	20	consumption	consumption	NOUN
easat-4600	25	21	per	per	ADP
easat-4600	25	22	unit	unit	NOUN
easat-4600	25	23	of	of	ADP
easat-4600	25	24	gdp	gdp	NOUN
easat-4600	25	25	[	[	X
easat-4600	25	26	3	3	NUM
easat-4600	25	27	]	]	PUNCT
easat-4600	25	28	.	.	PUNCT
easat-4600	26	1	the	the	DET
easat-4600	26	2	14th	14th	ADJ
easat-4600	26	3	five	five	NUM
easat-4600	26	4	-	-	PUNCT
easat-4600	26	5	year	year	NOUN
easat-4600	26	6	plan	plan	NOUN
easat-4600	26	7	for	for	ADP
easat-4600	26	8	renewable	renewable	ADJ
easat-4600	26	9	energy	energy	NOUN
easat-4600	26	10	,	,	PUNCT
easat-4600	26	11	released	release	VERB
easat-4600	26	12	in	in	ADP
easat-4600	26	13	2022	2022	NUM
easat-4600	26	14	,	,	PUNCT
easat-4600	26	15	set	set	VERB
easat-4600	26	16	a	a	DET
easat-4600	26	17	goal	goal	NOUN
easat-4600	26	18	of	of	ADP
easat-4600	26	19	44.5	44.5	NUM
easat-4600	26	20	gw	gw	NOUN
easat-4600	26	21	in	in	ADP
easat-4600	26	22	renewable	renewable	ADJ
easat-4600	26	23	energy	energy	NOUN
easat-4600	26	24	capacity	capacity	NOUN
easat-4600	26	25	by	by	ADP
easat-4600	26	26	2025	2025	NUM
easat-4600	26	27	,	,	PUNCT
easat-4600	26	28	with	with	ADP
easat-4600	26	29	18	18	NUM
easat-4600	26	30	gw	gw	NOUN
easat-4600	26	31	from	from	ADP
easat-4600	26	32	hydropower	hydropower	NOUN
easat-4600	26	33	and	and	CCONJ
easat-4600	26	34	26.5	26.5	NUM
easat-4600	26	35	gw	gw	NOUN
easat-4600	26	36	from	from	ADP
easat-4600	26	37	non	non	ADJ
easat-4600	26	38	-	-	ADJ
easat-4600	26	39	hydro	hydro	ADJ
easat-4600	26	40	sources	source	NOUN
easat-4600	26	41	,	,	PUNCT
easat-4600	26	42	aiming	aim	VERB
easat-4600	26	43	for	for	ADP
easat-4600	26	44	18.5	18.5	NUM
easat-4600	26	45	%	%	NOUN
easat-4600	26	46	renewable	renewable	ADJ
easat-4600	26	47	energy	energy	NOUN
easat-4600	26	48	consumption	consumption	NOUN
easat-4600	26	49	[	[	X
easat-4600	26	50	4	4	NUM
easat-4600	26	51	]	]	PUNCT
easat-4600	26	52	.	.	PUNCT
easat-4600	27	1	by	by	ADP
easat-4600	27	2	2030	2030	NUM
easat-4600	27	3	,	,	PUNCT
easat-4600	27	4	the	the	DET
easat-4600	27	5	province	province	NOUN
easat-4600	27	6	plans	plan	VERB
easat-4600	27	7	to	to	PART
easat-4600	27	8	increase	increase	VERB
easat-4600	27	9	794	794	NUM
easat-4600	27	10	edelweiss	edelweiss	PROPN
easat-4600	27	11	applied	apply	VERB
easat-4600	27	12	science	science	NOUN
easat-4600	27	13	and	and	CCONJ
easat-4600	27	14	technology	technology	NOUN
easat-4600	27	15	issn	issn	PROPN
easat-4600	27	16	:	:	PUNCT
easat-4600	27	17	2576	2576	NUM
easat-4600	27	18	-	-	SYM
easat-4600	27	19	8484	8484	NUM
easat-4600	27	20	vol	vol	NOUN
easat-4600	27	21	.	.	PROPN
easat-4600	28	1	9	9	NUM
easat-4600	28	2	,	,	PUNCT
easat-4600	28	3	no	no	INTJ
easat-4600	28	4	.	.	NOUN
easat-4600	28	5	2	2	NUM
easat-4600	28	6	:	:	PUNCT
easat-4600	28	7	793	793	NUM
easat-4600	28	8	-	-	SYM
easat-4600	28	9	814	814	NUM
easat-4600	28	10	,	,	PUNCT
easat-4600	28	11	2025	2025	NUM
easat-4600	28	12	doi	doi	NOUN
easat-4600	28	13	:	:	PUNCT
easat-4600	28	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	28	15	©	©	PROPN
easat-4600	28	16	2025	2025	NUM
easat-4600	28	17	by	by	ADP
easat-4600	28	18	the	the	DET
easat-4600	28	19	authors	author	NOUN
easat-4600	28	20	;	;	PUNCT
easat-4600	28	21	licensee	licensee	PROPN
easat-4600	28	22	learning	learn	VERB
easat-4600	28	23	gate	gate	VERB
easat-4600	28	24	clean	clean	ADJ
easat-4600	28	25	energy	energy	NOUN
easat-4600	28	26	capacity	capacity	NOUN
easat-4600	28	27	to	to	ADP
easat-4600	28	28	40	40	NUM
easat-4600	28	29	gw	gw	PROPN
easat-4600	28	30	,	,	PUNCT
easat-4600	28	31	with	with	ADP
easat-4600	28	32	wind	wind	NOUN
easat-4600	28	33	and	and	CCONJ
easat-4600	28	34	photovoltaic	photovoltaic	NOUN
easat-4600	28	35	power	power	NOUN
easat-4600	28	36	becoming	become	VERB
easat-4600	28	37	the	the	DET
easat-4600	28	38	primary	primary	ADJ
easat-4600	28	39	generation	generation	NOUN
easat-4600	28	40	sources	source	NOUN
easat-4600	28	41	.	.	PUNCT
easat-4600	29	1	non	non	ADJ
easat-4600	29	2	-	-	ADJ
easat-4600	29	3	fossil	fossil	ADJ
easat-4600	29	4	fuel	fuel	NOUN
easat-4600	29	5	energy	energy	NOUN
easat-4600	29	6	is	be	AUX
easat-4600	29	7	expected	expect	VERB
easat-4600	29	8	to	to	PART
easat-4600	29	9	account	account	VERB
easat-4600	29	10	for	for	ADP
easat-4600	29	11	63	63	NUM
easat-4600	29	12	%	%	NOUN
easat-4600	29	13	of	of	ADP
easat-4600	29	14	the	the	DET
easat-4600	29	15	total	total	ADJ
easat-4600	29	16	capacity	capacity	NOUN
easat-4600	29	17	[	[	X
easat-4600	29	18	5	5	NUM
easat-4600	29	19	]	]	PUNCT
easat-4600	29	20	.	.	PUNCT
easat-4600	30	1	in	in	ADP
easat-4600	30	2	the	the	DET
easat-4600	30	3	context	context	NOUN
easat-4600	30	4	of	of	ADP
easat-4600	30	5	the	the	DET
easat-4600	30	6	global	global	ADJ
easat-4600	30	7	energy	energy	NOUN
easat-4600	30	8	transition	transition	NOUN
easat-4600	30	9	,	,	PUNCT
easat-4600	30	10	hunan	hunan	PROPN
easat-4600	30	11	province	province	PROPN
easat-4600	30	12	,	,	PUNCT
easat-4600	30	13	representing	represent	VERB
easat-4600	30	14	central	central	ADJ
easat-4600	30	15	china	china	PROPN
easat-4600	30	16	,	,	PUNCT
easat-4600	30	17	plays	play	VERB
easat-4600	30	18	a	a	DET
easat-4600	30	19	pivotal	pivotal	ADJ
easat-4600	30	20	role	role	NOUN
easat-4600	30	21	in	in	ADP
easat-4600	30	22	energy	energy	NOUN
easat-4600	30	23	structure	structure	NOUN
easat-4600	30	24	adjustment	adjustment	NOUN
easat-4600	30	25	and	and	CCONJ
easat-4600	30	26	low	low	ADJ
easat-4600	30	27	-	-	PUNCT
easat-4600	30	28	carbon	carbon	NOUN
easat-4600	30	29	development	development	NOUN
easat-4600	30	30	.	.	PUNCT
easat-4600	31	1	although	although	SCONJ
easat-4600	31	2	the	the	DET
easat-4600	31	3	province	province	NOUN
easat-4600	31	4	has	have	AUX
easat-4600	31	5	made	make	VERB
easat-4600	31	6	significant	significant	ADJ
easat-4600	31	7	achievements	achievement	NOUN
easat-4600	31	8	in	in	ADP
easat-4600	31	9	economic	economic	ADJ
easat-4600	31	10	and	and	CCONJ
easat-4600	31	11	social	social	ADJ
easat-4600	31	12	development	development	NOUN
easat-4600	31	13	in	in	ADP
easat-4600	31	14	recent	recent	ADJ
easat-4600	31	15	years	year	NOUN
easat-4600	31	16	,	,	PUNCT
easat-4600	31	17	its	its	PRON
easat-4600	31	18	energy	energy	NOUN
easat-4600	31	19	structure	structure	NOUN
easat-4600	31	20	is	be	AUX
easat-4600	31	21	still	still	ADV
easat-4600	31	22	heavily	heavily	ADV
easat-4600	31	23	dependent	dependent	ADJ
easat-4600	31	24	on	on	ADP
easat-4600	31	25	coal	coal	NOUN
easat-4600	31	26	-	-	PUNCT
easat-4600	31	27	fired	fire	VERB
easat-4600	31	28	power	power	NOUN
easat-4600	31	29	,	,	PUNCT
easat-4600	31	30	resulting	result	VERB
easat-4600	31	31	in	in	ADP
easat-4600	31	32	increasing	increase	VERB
easat-4600	31	33	energy	energy	NOUN
easat-4600	31	34	security	security	NOUN
easat-4600	31	35	risks	risk	NOUN
easat-4600	31	36	and	and	CCONJ
easat-4600	31	37	carbon	carbon	NOUN
easat-4600	31	38	emissions	emission	NOUN
easat-4600	31	39	.	.	PUNCT
easat-4600	32	1	at	at	ADP
easat-4600	32	2	present	present	ADJ
easat-4600	32	3	,	,	PUNCT
easat-4600	32	4	the	the	DET
easat-4600	32	5	development	development	NOUN
easat-4600	32	6	of	of	ADP
easat-4600	32	7	renewable	renewable	ADJ
easat-4600	32	8	energy	energy	NOUN
easat-4600	32	9	in	in	ADP
easat-4600	32	10	hunan	hunan	PROPN
easat-4600	32	11	remains	remain	VERB
easat-4600	32	12	relatively	relatively	ADV
easat-4600	32	13	limited	limited	ADJ
easat-4600	32	14	,	,	PUNCT
easat-4600	32	15	with	with	ADP
easat-4600	32	16	coal	coal	NOUN
easat-4600	32	17	-	-	PUNCT
easat-4600	32	18	fired	fire	VERB
easat-4600	32	19	power	power	NOUN
easat-4600	32	20	continuing	continue	VERB
easat-4600	32	21	to	to	PART
easat-4600	32	22	dominate	dominate	VERB
easat-4600	32	23	electricity	electricity	NOUN
easat-4600	32	24	generation	generation	NOUN
easat-4600	32	25	.	.	PUNCT
easat-4600	33	1	this	this	DET
easat-4600	33	2	situation	situation	NOUN
easat-4600	33	3	has	have	AUX
easat-4600	33	4	led	lead	VERB
easat-4600	33	5	to	to	ADP
easat-4600	33	6	substantial	substantial	ADJ
easat-4600	33	7	carbon	carbon	NOUN
easat-4600	33	8	emissions	emission	NOUN
easat-4600	33	9	and	and	CCONJ
easat-4600	33	10	air	air	NOUN
easat-4600	33	11	pollution	pollution	NOUN
easat-4600	33	12	,	,	PUNCT
easat-4600	33	13	highlighting	highlight	VERB
easat-4600	33	14	the	the	DET
easat-4600	33	15	urgent	urgent	ADJ
easat-4600	33	16	need	need	NOUN
easat-4600	33	17	for	for	ADP
easat-4600	33	18	effective	effective	ADJ
easat-4600	33	19	energy	energy	NOUN
easat-4600	33	20	transition	transition	NOUN
easat-4600	33	21	strategies	strategy	NOUN
easat-4600	33	22	.	.	PUNCT
easat-4600	34	1	to	to	PART
easat-4600	34	2	address	address	VERB
easat-4600	34	3	these	these	DET
easat-4600	34	4	challenges	challenge	NOUN
easat-4600	34	5	,	,	PUNCT
easat-4600	34	6	this	this	DET
easat-4600	34	7	study	study	NOUN
easat-4600	34	8	designs	design	VERB
easat-4600	34	9	five	five	NUM
easat-4600	34	10	scenarios	scenario	NOUN
easat-4600	34	11	(	(	PUNCT
easat-4600	34	12	bau	bau	PROPN
easat-4600	34	13	,	,	PUNCT
easat-4600	34	14	res	re	NOUN
easat-4600	34	15	,	,	PUNCT
easat-4600	34	16	hef	hef	PROPN
easat-4600	34	17	,	,	PUNCT
easat-4600	34	18	hst	hst	PROPN
easat-4600	34	19	,	,	PUNCT
easat-4600	34	20	cop	cop	NOUN
easat-4600	34	21	)	)	PUNCT
easat-4600	34	22	tailored	tailor	VERB
easat-4600	34	23	to	to	ADP
easat-4600	34	24	hunan	hunan	PROPN
easat-4600	34	25	's	's	PART
easat-4600	34	26	specific	specific	ADJ
easat-4600	34	27	circumstances	circumstance	NOUN
easat-4600	34	28	,	,	PUNCT
easat-4600	34	29	aiming	aim	VERB
easat-4600	34	30	to	to	PART
easat-4600	34	31	systematically	systematically	ADV
easat-4600	34	32	analyze	analyze	VERB
easat-4600	34	33	the	the	DET
easat-4600	34	34	comprehensive	comprehensive	ADJ
easat-4600	34	35	impacts	impact	NOUN
easat-4600	34	36	of	of	ADP
easat-4600	34	37	renewable	renewable	ADJ
easat-4600	34	38	energy	energy	NOUN
easat-4600	34	39	development	development	NOUN
easat-4600	34	40	strategies	strategy	NOUN
easat-4600	34	41	on	on	ADP
easat-4600	34	42	electricity	electricity	NOUN
easat-4600	34	43	demand	demand	NOUN
easat-4600	34	44	,	,	PUNCT
easat-4600	34	45	power	power	NOUN
easat-4600	34	46	generation	generation	NOUN
easat-4600	34	47	structure	structure	NOUN
easat-4600	34	48	,	,	PUNCT
easat-4600	34	49	energy	energy	NOUN
easat-4600	34	50	security	security	NOUN
easat-4600	34	51	,	,	PUNCT
easat-4600	34	52	and	and	CCONJ
easat-4600	34	53	co₂	co₂	NOUN
easat-4600	34	54	emission	emission	NOUN
easat-4600	34	55	reduction	reduction	NOUN
easat-4600	34	56	potential	potential	NOUN
easat-4600	34	57	in	in	ADP
easat-4600	34	58	the	the	DET
easat-4600	34	59	province	province	NOUN
easat-4600	34	60	.	.	PUNCT
easat-4600	35	1	numerous	numerous	ADJ
easat-4600	35	2	studies	study	NOUN
easat-4600	35	3	have	have	AUX
easat-4600	35	4	employed	employ	VERB
easat-4600	35	5	various	various	ADJ
easat-4600	35	6	power	power	NOUN
easat-4600	35	7	generation	generation	NOUN
easat-4600	35	8	and	and	CCONJ
easat-4600	35	9	energy	energy	NOUN
easat-4600	35	10	demand	demand	NOUN
easat-4600	35	11	modeling	model	VERB
easat-4600	35	12	tools	tool	NOUN
easat-4600	35	13	for	for	ADP
easat-4600	35	14	assessments	assessment	NOUN
easat-4600	35	15	in	in	ADP
easat-4600	35	16	different	different	ADJ
easat-4600	35	17	regions	region	NOUN
easat-4600	35	18	.	.	PUNCT
easat-4600	36	1	some	some	DET
easat-4600	36	2	investigations	investigation	NOUN
easat-4600	36	3	have	have	AUX
easat-4600	36	4	analyzed	analyze	VERB
easat-4600	36	5	electricity	electricity	NOUN
easat-4600	36	6	generation	generation	NOUN
easat-4600	36	7	from	from	ADP
easat-4600	36	8	renewable	renewable	ADJ
easat-4600	36	9	energy	energy	NOUN
easat-4600	36	10	sources	source	NOUN
easat-4600	36	11	by	by	ADP
easat-4600	36	12	considering	consider	VERB
easat-4600	36	13	socio	socio	NOUN
easat-4600	36	14	-	-	PUNCT
easat-4600	36	15	economic	economic	ADJ
easat-4600	36	16	and	and	CCONJ
easat-4600	36	17	technological	technological	ADJ
easat-4600	36	18	factors	factor	NOUN
easat-4600	36	19	[	[	X
easat-4600	36	20	6	6	NUM
easat-4600	36	21	]	]	PUNCT
easat-4600	36	22	.	.	PUNCT
easat-4600	37	1	several	several	ADJ
easat-4600	37	2	research	research	NOUN
easat-4600	37	3	endeavors	endeavor	NOUN
easat-4600	37	4	have	have	AUX
easat-4600	37	5	concentrated	concentrate	VERB
easat-4600	37	6	on	on	ADP
easat-4600	37	7	energy	energy	NOUN
easat-4600	37	8	pricing	pricing	NOUN
easat-4600	37	9	and	and	CCONJ
easat-4600	37	10	energy	energy	NOUN
easat-4600	37	11	security	security	NOUN
easat-4600	37	12	salite	salite	ADJ
easat-4600	37	13	,	,	PUNCT
easat-4600	37	14	et	et	PROPN
easat-4600	37	15	al	al	PROPN
easat-4600	37	16	.	.	PUNCT
easat-4600	38	1	[	[	X
easat-4600	38	2	7	7	NUM
easat-4600	38	3	]	]	PUNCT
easat-4600	38	4	.	.	PUNCT
easat-4600	39	1	sweeney	sweeney	PROPN
easat-4600	39	2	,	,	PUNCT
easat-4600	39	3	et	et	PROPN
easat-4600	39	4	al	al	PROPN
easat-4600	39	5	.	.	PUNCT
easat-4600	40	1	[	[	X
easat-4600	40	2	8	8	NUM
easat-4600	40	3	]	]	PUNCT
easat-4600	40	4	highlighted	highlight	VERB
easat-4600	40	5	the	the	DET
easat-4600	40	6	significance	significance	NOUN
easat-4600	40	7	of	of	ADP
easat-4600	40	8	probabilistic	probabilistic	ADJ
easat-4600	40	9	forecasting	forecasting	NOUN
easat-4600	40	10	for	for	ADP
easat-4600	40	11	wind	wind	NOUN
easat-4600	40	12	and	and	CCONJ
easat-4600	40	13	solar	solar	ADJ
easat-4600	40	14	energy	energy	NOUN
easat-4600	40	15	in	in	ADP
easat-4600	40	16	conjunction	conjunction	NOUN
easat-4600	40	17	with	with	ADP
easat-4600	40	18	user	user	NOUN
easat-4600	40	19	-	-	PUNCT
easat-4600	40	20	customized	customize	VERB
easat-4600	40	21	products	product	NOUN
easat-4600	40	22	,	,	PUNCT
easat-4600	40	23	while	while	SCONJ
easat-4600	40	24	alkandari	alkandari	ADJ
easat-4600	40	25	and	and	CCONJ
easat-4600	40	26	ahmad	ahmad	ADJ
easat-4600	40	27	[	[	X
easat-4600	40	28	9	9	NUM
easat-4600	40	29	]	]	PUNCT
easat-4600	40	30	proposed	propose	VERB
easat-4600	40	31	an	an	DET
easat-4600	40	32	integrated	integrate	VERB
easat-4600	40	33	deep	deep	ADJ
easat-4600	40	34	learning	learning	NOUN
easat-4600	40	35	model	model	NOUN
easat-4600	40	36	to	to	PART
easat-4600	40	37	enhance	enhance	VERB
easat-4600	40	38	the	the	DET
easat-4600	40	39	accuracy	accuracy	NOUN
easat-4600	40	40	of	of	ADP
easat-4600	40	41	solar	solar	ADJ
easat-4600	40	42	power	power	NOUN
easat-4600	40	43	forecasting	forecasting	NOUN
easat-4600	40	44	.	.	PUNCT
easat-4600	41	1	additionally	additionally	ADV
easat-4600	41	2	,	,	PUNCT
easat-4600	41	3	multiple	multiple	ADJ
easat-4600	41	4	researchers	researcher	NOUN
easat-4600	41	5	have	have	AUX
easat-4600	41	6	directed	direct	VERB
easat-4600	41	7	their	their	PRON
easat-4600	41	8	attention	attention	NOUN
easat-4600	41	9	toward	toward	ADP
easat-4600	41	10	policy	policy	NOUN
easat-4600	41	11	analysis	analysis	NOUN
easat-4600	41	12	.	.	PUNCT
easat-4600	42	1	for	for	ADP
easat-4600	42	2	instance	instance	NOUN
easat-4600	42	3	,	,	PUNCT
easat-4600	42	4	chen	chen	PROPN
easat-4600	42	5	,	,	PUNCT
easat-4600	42	6	et	et	PROPN
easat-4600	42	7	al	al	PROPN
easat-4600	42	8	.	.	PUNCT
easat-4600	43	1	[	[	X
easat-4600	43	2	10	10	NUM
easat-4600	43	3	]	]	PUNCT
easat-4600	43	4	elucidated	elucidate	VERB
easat-4600	43	5	the	the	DET
easat-4600	43	6	role	role	NOUN
easat-4600	43	7	of	of	ADP
easat-4600	43	8	renewables	renewable	NOUN
easat-4600	43	9	in	in	ADP
easat-4600	43	10	mitigating	mitigate	VERB
easat-4600	43	11	china	china	PROPN
easat-4600	43	12	’s	’s	PART
easat-4600	43	13	co2	co2	NOUN
easat-4600	43	14	emissions	emission	NOUN
easat-4600	43	15	,	,	PUNCT
easat-4600	43	16	and	and	CCONJ
easat-4600	43	17	subsequent	subsequent	ADJ
easat-4600	43	18	studies	study	NOUN
easat-4600	43	19	by	by	ADP
easat-4600	43	20	zou	zou	PROPN
easat-4600	43	21	,	,	PUNCT
easat-4600	43	22	et	et	PROPN
easat-4600	43	23	al	al	PROPN
easat-4600	43	24	.	.	PUNCT
easat-4600	44	1	[	[	X
easat-4600	44	2	11	11	NUM
easat-4600	44	3	]	]	PUNCT
easat-4600	44	4	and	and	CCONJ
easat-4600	44	5	hu	hu	PROPN
easat-4600	44	6	,	,	PUNCT
easat-4600	44	7	et	et	PROPN
easat-4600	44	8	al	al	PROPN
easat-4600	44	9	.	.	PUNCT
easat-4600	45	1	[	[	X
easat-4600	45	2	12	12	NUM
easat-4600	45	3	]	]	PUNCT
easat-4600	45	4	utilized	utilize	VERB
easat-4600	45	5	the	the	DET
easat-4600	45	6	leap	leap	PROPN
easat-4600	45	7	model	model	NOUN
easat-4600	45	8	to	to	PART
easat-4600	45	9	investigate	investigate	VERB
easat-4600	45	10	regional	regional	ADJ
easat-4600	45	11	carbon	carbon	NOUN
easat-4600	45	12	peaking	peaking	NOUN
easat-4600	45	13	strategies	strategy	NOUN
easat-4600	45	14	.	.	PUNCT
easat-4600	46	1	on	on	ADP
easat-4600	46	2	an	an	DET
easat-4600	46	3	international	international	ADJ
easat-4600	46	4	scale	scale	NOUN
easat-4600	46	5	,	,	PUNCT
easat-4600	46	6	misila	misila	NOUN
easat-4600	46	7	,	,	PUNCT
easat-4600	46	8	et	et	PROPN
easat-4600	46	9	al	al	PROPN
easat-4600	46	10	.	.	PUNCT
easat-4600	47	1	[	[	X
easat-4600	47	2	13	13	NUM
easat-4600	47	3	]	]	PUNCT
easat-4600	47	4	and	and	CCONJ
easat-4600	47	5	amo	amo	PROPN
easat-4600	47	6	-	-	PUNCT
easat-4600	47	7	aidoo	aidoo	PROPN
easat-4600	47	8	,	,	PUNCT
easat-4600	47	9	et	et	PROPN
easat-4600	47	10	al	al	PROPN
easat-4600	47	11	.	.	PUNCT
easat-4600	48	1	[	[	X
easat-4600	48	2	14	14	NUM
easat-4600	48	3	]	]	PUNCT
easat-4600	48	4	explored	explore	VERB
easat-4600	48	5	renewable	renewable	ADJ
easat-4600	48	6	energy	energy	NOUN
easat-4600	48	7	adoption	adoption	NOUN
easat-4600	48	8	in	in	ADP
easat-4600	48	9	thailand	thailand	PROPN
easat-4600	48	10	and	and	CCONJ
easat-4600	48	11	ghana	ghana	PROPN
easat-4600	48	12	,	,	PUNCT
easat-4600	48	13	respectively	respectively	ADV
easat-4600	48	14	,	,	PUNCT
easat-4600	48	15	providing	provide	VERB
easat-4600	48	16	valuable	valuable	ADJ
easat-4600	48	17	insights	insight	NOUN
easat-4600	48	18	for	for	ADP
easat-4600	48	19	developing	develop	VERB
easat-4600	48	20	nations	nation	NOUN
easat-4600	48	21	.	.	PUNCT
easat-4600	49	1	furthermore	furthermore	ADV
easat-4600	49	2	,	,	PUNCT
easat-4600	49	3	li	li	PROPN
easat-4600	49	4	,	,	PUNCT
easat-4600	49	5	et	et	PROPN
easat-4600	49	6	al	al	PROPN
easat-4600	49	7	.	.	PUNCT
easat-4600	50	1	[	[	X
easat-4600	50	2	15	15	NUM
easat-4600	50	3	]	]	X
easat-4600	50	4	examined	examine	VERB
easat-4600	50	5	cross	cross	ADJ
easat-4600	50	6	-	-	ADJ
easat-4600	50	7	province	province	ADJ
easat-4600	50	8	electricity	electricity	NOUN
easat-4600	50	9	trade	trade	NOUN
easat-4600	50	10	emissions	emission	NOUN
easat-4600	50	11	within	within	ADP
easat-4600	50	12	china	china	PROPN
easat-4600	50	13	,	,	PUNCT
easat-4600	50	14	while	while	SCONJ
easat-4600	50	15	salem	salem	PROPN
easat-4600	50	16	,	,	PUNCT
easat-4600	50	17	et	et	PROPN
easat-4600	50	18	al	al	PROPN
easat-4600	50	19	.	.	PUNCT
easat-4600	51	1	[	[	X
easat-4600	51	2	16	16	NUM
easat-4600	51	3	]	]	PUNCT
easat-4600	51	4	and	and	CCONJ
easat-4600	51	5	zhou	zhou	PROPN
easat-4600	51	6	,	,	PUNCT
easat-4600	51	7	et	et	PROPN
easat-4600	51	8	al	al	PROPN
easat-4600	51	9	.	.	PUNCT
easat-4600	52	1	[	[	X
easat-4600	52	2	17	17	NUM
easat-4600	52	3	]	]	PUNCT
easat-4600	52	4	proposed	propose	VERB
easat-4600	52	5	a	a	DET
easat-4600	52	6	combined	combine	VERB
easat-4600	52	7	forecasting	forecasting	NOUN
easat-4600	52	8	model	model	NOUN
easat-4600	52	9	for	for	ADP
easat-4600	52	10	the	the	DET
easat-4600	52	11	electricity	electricity	NOUN
easat-4600	52	12	consumption	consumption	NOUN
easat-4600	52	13	in	in	ADP
easat-4600	52	14	hunan	hunan	PROPN
easat-4600	52	15	province	province	PROPN
easat-4600	52	16	.	.	PUNCT
easat-4600	53	1	despite	despite	SCONJ
easat-4600	53	2	the	the	DET
easat-4600	53	3	extensive	extensive	ADJ
easat-4600	53	4	body	body	NOUN
easat-4600	53	5	of	of	ADP
easat-4600	53	6	research	research	NOUN
easat-4600	53	7	focusing	focus	VERB
easat-4600	53	8	on	on	ADP
easat-4600	53	9	renewable	renewable	ADJ
easat-4600	53	10	energy	energy	NOUN
easat-4600	53	11	generation	generation	NOUN
easat-4600	53	12	assessments	assessment	NOUN
easat-4600	53	13	across	across	ADP
easat-4600	53	14	various	various	ADJ
easat-4600	53	15	regions	region	NOUN
easat-4600	53	16	,	,	PUNCT
easat-4600	53	17	the	the	DET
easat-4600	53	18	majority	majority	NOUN
easat-4600	53	19	of	of	ADP
easat-4600	53	20	these	these	DET
easat-4600	53	21	studies	study	NOUN
easat-4600	53	22	emphasize	emphasize	VERB
easat-4600	53	23	generation	generation	NOUN
easat-4600	53	24	technologies	technology	NOUN
easat-4600	53	25	and	and	CCONJ
easat-4600	53	26	single	single	ADJ
easat-4600	53	27	-	-	PUNCT
easat-4600	53	28	factor	factor	NOUN
easat-4600	53	29	analyses	analysis	NOUN
easat-4600	53	30	.	.	PUNCT
easat-4600	54	1	consequently	consequently	ADV
easat-4600	54	2	,	,	PUNCT
easat-4600	54	3	a	a	DET
easat-4600	54	4	systematic	systematic	ADJ
easat-4600	54	5	examination	examination	NOUN
easat-4600	54	6	of	of	ADP
easat-4600	54	7	the	the	DET
easat-4600	54	8	comprehensive	comprehensive	ADJ
easat-4600	54	9	impacts	impact	NOUN
easat-4600	54	10	of	of	ADP
easat-4600	54	11	renewable	renewable	ADJ
easat-4600	54	12	energy	energy	NOUN
easat-4600	54	13	policies	policy	NOUN
easat-4600	54	14	on	on	ADP
easat-4600	54	15	power	power	NOUN
easat-4600	54	16	system	system	NOUN
easat-4600	54	17	operations	operation	NOUN
easat-4600	54	18	,	,	PUNCT
easat-4600	54	19	the	the	DET
easat-4600	54	20	dynamics	dynamic	NOUN
easat-4600	54	21	of	of	ADP
easat-4600	54	22	carbon	carbon	NOUN
easat-4600	54	23	emissions	emission	NOUN
easat-4600	54	24	,	,	PUNCT
easat-4600	54	25	and	and	CCONJ
easat-4600	54	26	regional	regional	ADJ
easat-4600	54	27	energy	energy	NOUN
easat-4600	54	28	transitions	transition	NOUN
easat-4600	54	29	in	in	ADP
easat-4600	54	30	hunan	hunan	PROPN
easat-4600	54	31	province	province	PROPN
easat-4600	54	32	remains	remains	AUX
easat-4600	54	33	insufficiently	insufficiently	ADV
easat-4600	54	34	addressed	address	VERB
easat-4600	54	35	.	.	PUNCT
easat-4600	55	1	through	through	ADP
easat-4600	55	2	a	a	DET
easat-4600	55	3	multidimensional	multidimensional	ADJ
easat-4600	55	4	analysis	analysis	NOUN
easat-4600	55	5	of	of	ADP
easat-4600	55	6	different	different	ADJ
easat-4600	55	7	scenarios	scenario	NOUN
easat-4600	55	8	,	,	PUNCT
easat-4600	55	9	this	this	DET
easat-4600	55	10	study	study	NOUN
easat-4600	55	11	reveals	reveal	VERB
easat-4600	55	12	the	the	DET
easat-4600	55	13	impact	impact	NOUN
easat-4600	55	14	of	of	ADP
easat-4600	55	15	renewable	renewable	ADJ
easat-4600	55	16	energy	energy	NOUN
easat-4600	55	17	policies	policy	NOUN
easat-4600	55	18	on	on	ADP
easat-4600	55	19	power	power	NOUN
easat-4600	55	20	system	system	NOUN
easat-4600	55	21	operations	operation	NOUN
easat-4600	55	22	under	under	ADP
easat-4600	55	23	varying	vary	VERB
easat-4600	55	24	technological	technological	ADJ
easat-4600	55	25	developments	development	NOUN
easat-4600	55	26	and	and	CCONJ
easat-4600	55	27	market	market	NOUN
easat-4600	55	28	conditions	condition	NOUN
easat-4600	55	29	,	,	PUNCT
easat-4600	55	30	providing	provide	VERB
easat-4600	55	31	theoretical	theoretical	ADJ
easat-4600	55	32	support	support	NOUN
easat-4600	55	33	for	for	ADP
easat-4600	55	34	optimizing	optimize	VERB
easat-4600	55	35	energy	energy	NOUN
easat-4600	55	36	policies	policy	NOUN
easat-4600	55	37	.	.	PUNCT
easat-4600	56	1	the	the	DET
easat-4600	56	2	innovations	innovation	NOUN
easat-4600	56	3	of	of	ADP
easat-4600	56	4	this	this	DET
easat-4600	56	5	study	study	NOUN
easat-4600	56	6	are	be	AUX
easat-4600	56	7	reflected	reflect	VERB
easat-4600	56	8	in	in	ADP
easat-4600	56	9	the	the	DET
easat-4600	56	10	following	follow	VERB
easat-4600	56	11	aspects	aspect	NOUN
easat-4600	56	12	:	:	PUNCT
easat-4600	56	13	(	(	PUNCT
easat-4600	56	14	1	1	X
easat-4600	56	15	)	)	PUNCT
easat-4600	56	16	this	this	DET
easat-4600	56	17	study	study	NOUN
easat-4600	56	18	considers	consider	VERB
easat-4600	56	19	three	three	NUM
easat-4600	56	20	dimensions	dimension	NOUN
easat-4600	56	21	-	-	PUNCT
easat-4600	56	22	policy	policy	NOUN
easat-4600	56	23	,	,	PUNCT
easat-4600	56	24	technological	technological	ADJ
easat-4600	56	25	progress	progress	NOUN
easat-4600	56	26	,	,	PUNCT
easat-4600	56	27	and	and	CCONJ
easat-4600	56	28	market	market	NOUN
easat-4600	56	29	changesintegrating	changesintegrate	VERB
easat-4600	56	30	them	they	PRON
easat-4600	56	31	into	into	ADP
easat-4600	56	32	a	a	DET
easat-4600	56	33	multi	multi	ADJ
easat-4600	56	34	-	-	ADJ
easat-4600	56	35	scenario	scenario	ADJ
easat-4600	56	36	analysis	analysis	NOUN
easat-4600	56	37	framework	framework	NOUN
easat-4600	56	38	.	.	PUNCT
easat-4600	57	1	this	this	DET
easat-4600	57	2	approach	approach	NOUN
easat-4600	57	3	provides	provide	VERB
easat-4600	57	4	a	a	DET
easat-4600	57	5	systematic	systematic	ADJ
easat-4600	57	6	method	method	NOUN
easat-4600	57	7	for	for	ADP
easat-4600	57	8	the	the	DET
easat-4600	57	9	comprehensive	comprehensive	ADJ
easat-4600	57	10	evaluation	evaluation	NOUN
easat-4600	57	11	of	of	ADP
easat-4600	57	12	regional	regional	ADJ
easat-4600	57	13	power	power	NOUN
easat-4600	57	14	system	system	NOUN
easat-4600	57	15	development	development	NOUN
easat-4600	57	16	.	.	PUNCT
easat-4600	58	1	(	(	PUNCT
easat-4600	58	2	2	2	X
easat-4600	58	3	)	)	PUNCT
easat-4600	58	4	the	the	DET
easat-4600	58	5	study	study	NOUN
easat-4600	58	6	explores	explore	VERB
easat-4600	58	7	the	the	DET
easat-4600	58	8	transitional	transitional	ADJ
easat-4600	58	9	role	role	NOUN
easat-4600	58	10	of	of	ADP
easat-4600	58	11	coal	coal	NOUN
easat-4600	58	12	power	power	NOUN
easat-4600	58	13	in	in	ADP
easat-4600	58	14	the	the	DET
easat-4600	58	15	energy	energy	NOUN
easat-4600	58	16	transition	transition	NOUN
easat-4600	58	17	process	process	NOUN
easat-4600	58	18	,	,	PUNCT
easat-4600	58	19	emphasizing	emphasize	VERB
easat-4600	58	20	its	its	PRON
easat-4600	58	21	importance	importance	NOUN
easat-4600	58	22	in	in	ADP
easat-4600	58	23	ensuring	ensure	VERB
easat-4600	58	24	energy	energy	NOUN
easat-4600	58	25	security	security	NOUN
easat-4600	58	26	.	.	PUNCT
easat-4600	59	1	this	this	PRON
easat-4600	59	2	helps	help	VERB
easat-4600	59	3	policymakers	policymaker	NOUN
easat-4600	59	4	find	find	VERB
easat-4600	59	5	a	a	DET
easat-4600	59	6	balance	balance	NOUN
easat-4600	59	7	between	between	ADP
easat-4600	59	8	accelerating	accelerate	VERB
easat-4600	59	9	energy	energy	NOUN
easat-4600	59	10	transformation	transformation	NOUN
easat-4600	59	11	and	and	CCONJ
easat-4600	59	12	maintaining	maintain	VERB
easat-4600	59	13	energy	energy	NOUN
easat-4600	59	14	security	security	NOUN
easat-4600	59	15	.	.	PUNCT
easat-4600	60	1	(	(	PUNCT
easat-4600	60	2	3	3	X
easat-4600	60	3	)	)	PUNCT
easat-4600	60	4	the	the	DET
easat-4600	60	5	research	research	NOUN
easat-4600	60	6	investigates	investigate	VERB
easat-4600	60	7	the	the	DET
easat-4600	60	8	key	key	ADJ
easat-4600	60	9	role	role	NOUN
easat-4600	60	10	of	of	ADP
easat-4600	60	11	energy	energy	NOUN
easat-4600	60	12	storage	storage	NOUN
easat-4600	60	13	technologies	technology	NOUN
easat-4600	60	14	in	in	ADP
easat-4600	60	15	enhancing	enhance	VERB
easat-4600	60	16	grid	grid	NOUN
easat-4600	60	17	flexibility	flexibility	NOUN
easat-4600	60	18	and	and	CCONJ
easat-4600	60	19	promoting	promote	VERB
easat-4600	60	20	renewable	renewable	ADJ
easat-4600	60	21	energy	energy	NOUN
easat-4600	60	22	integration	integration	NOUN
easat-4600	60	23	.	.	PUNCT
easat-4600	61	1	it	it	PRON
easat-4600	61	2	further	far	ADV
easat-4600	61	3	reveals	reveal	VERB
easat-4600	61	4	how	how	SCONJ
easat-4600	61	5	energy	energy	NOUN
easat-4600	61	6	storage	storage	NOUN
easat-4600	61	7	improves	improve	VERB
easat-4600	61	8	the	the	DET
easat-4600	61	9	stability	stability	NOUN
easat-4600	61	10	of	of	ADP
easat-4600	61	11	the	the	DET
easat-4600	61	12	power	power	NOUN
easat-4600	61	13	system	system	NOUN
easat-4600	61	14	and	and	CCONJ
easat-4600	61	15	the	the	DET
easat-4600	61	16	efficiency	efficiency	NOUN
easat-4600	61	17	of	of	ADP
easat-4600	61	18	renewable	renewable	ADJ
easat-4600	61	19	energy	energy	NOUN
easat-4600	61	20	utilization	utilization	NOUN
easat-4600	61	21	.	.	PUNCT
easat-4600	62	1	(	(	PUNCT
easat-4600	62	2	4	4	X
easat-4600	62	3	)	)	PUNCT
easat-4600	62	4	based	base	VERB
easat-4600	62	5	on	on	ADP
easat-4600	62	6	the	the	DET
easat-4600	62	7	energy	energy	NOUN
easat-4600	62	8	characteristics	characteristic	NOUN
easat-4600	62	9	and	and	CCONJ
easat-4600	62	10	development	development	NOUN
easat-4600	62	11	needs	need	NOUN
easat-4600	62	12	of	of	ADP
easat-4600	62	13	hunan	hunan	PROPN
easat-4600	62	14	province	province	PROPN
easat-4600	62	15	,	,	PUNCT
easat-4600	62	16	this	this	DET
easat-4600	62	17	study	study	NOUN
easat-4600	62	18	designs	design	VERB
easat-4600	62	19	scenario	scenario	NOUN
easat-4600	62	20	analyses	analysis	NOUN
easat-4600	62	21	tailored	tailor	VERB
easat-4600	62	22	to	to	ADP
easat-4600	62	23	the	the	DET
easat-4600	62	24	region	region	NOUN
easat-4600	62	25	.	.	PUNCT
easat-4600	63	1	the	the	DET
easat-4600	63	2	findings	finding	NOUN
easat-4600	63	3	not	not	PART
easat-4600	63	4	only	only	ADV
easat-4600	63	5	have	have	VERB
easat-4600	63	6	local	local	ADJ
easat-4600	63	7	applicability	applicability	NOUN
easat-4600	63	8	but	but	CCONJ
easat-4600	63	9	also	also	ADV
easat-4600	63	10	provide	provide	VERB
easat-4600	63	11	valuable	valuable	ADJ
easat-4600	63	12	insights	insight	NOUN
easat-4600	63	13	for	for	ADP
easat-4600	63	14	energy	energy	NOUN
easat-4600	63	15	development	development	NOUN
easat-4600	63	16	in	in	ADP
easat-4600	63	17	central	central	ADJ
easat-4600	63	18	china	china	PROPN
easat-4600	63	19	.	.	PUNCT
easat-4600	64	1	(	(	PUNCT
easat-4600	64	2	5	5	X
easat-4600	64	3	)	)	PUNCT
easat-4600	64	4	this	this	DET
easat-4600	64	5	study	study	NOUN
easat-4600	64	6	provides	provide	VERB
easat-4600	64	7	quantitative	quantitative	ADJ
easat-4600	64	8	analysis	analysis	NOUN
easat-4600	64	9	to	to	PART
easat-4600	64	10	guide	guide	VERB
easat-4600	64	11	government	government	NOUN
easat-4600	64	12	policies	policy	NOUN
easat-4600	64	13	for	for	ADP
easat-4600	64	14	low	low	ADJ
easat-4600	64	15	-	-	PUNCT
easat-4600	64	16	carbon	carbon	NOUN
easat-4600	64	17	energy	energy	NOUN
easat-4600	64	18	development	development	NOUN
easat-4600	64	19	,	,	PUNCT
easat-4600	64	20	helping	help	VERB
easat-4600	64	21	to	to	PART
easat-4600	64	22	formulate	formulate	VERB
easat-4600	64	23	more	more	ADV
easat-4600	64	24	scientific	scientific	ADJ
easat-4600	64	25	and	and	CCONJ
easat-4600	64	26	rational	rational	ADJ
easat-4600	64	27	policy	policy	NOUN
easat-4600	64	28	measures	measure	NOUN
easat-4600	64	29	.	.	PUNCT
easat-4600	65	1	this	this	PRON
easat-4600	65	2	can	can	AUX
easat-4600	65	3	contribute	contribute	VERB
easat-4600	65	4	to	to	ADP
easat-4600	65	5	795	795	NUM
easat-4600	65	6	edelweiss	edelweiss	PROPN
easat-4600	65	7	applied	apply	VERB
easat-4600	65	8	science	science	NOUN
easat-4600	65	9	and	and	CCONJ
easat-4600	65	10	technology	technology	NOUN
easat-4600	65	11	issn	issn	PROPN
easat-4600	65	12	:	:	PUNCT
easat-4600	65	13	2576	2576	NUM
easat-4600	65	14	-	-	SYM
easat-4600	65	15	8484	8484	NUM
easat-4600	65	16	vol	vol	NOUN
easat-4600	65	17	.	.	PROPN
easat-4600	66	1	9	9	NUM
easat-4600	66	2	,	,	PUNCT
easat-4600	66	3	no	no	INTJ
easat-4600	66	4	.	.	NOUN
easat-4600	66	5	2	2	NUM
easat-4600	66	6	:	:	PUNCT
easat-4600	66	7	793	793	NUM
easat-4600	66	8	-	-	SYM
easat-4600	66	9	814	814	NUM
easat-4600	66	10	,	,	PUNCT
easat-4600	66	11	2025	2025	NUM
easat-4600	66	12	doi	doi	NOUN
easat-4600	66	13	:	:	PUNCT
easat-4600	66	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	66	15	©	©	PROPN
easat-4600	66	16	2025	2025	NUM
easat-4600	66	17	by	by	ADP
easat-4600	66	18	the	the	DET
easat-4600	66	19	authors	author	NOUN
easat-4600	66	20	;	;	PUNCT
easat-4600	66	21	licensee	licensee	PROPN
easat-4600	66	22	learning	learn	VERB
easat-4600	66	23	gate	gate	NOUN
easat-4600	66	24	achieving	achieve	VERB
easat-4600	66	25	the	the	DET
easat-4600	66	26	goal	goal	NOUN
easat-4600	66	27	of	of	ADP
easat-4600	66	28	efficient	efficient	ADJ
easat-4600	66	29	,	,	PUNCT
easat-4600	66	30	secure	secure	ADJ
easat-4600	66	31	,	,	PUNCT
easat-4600	66	32	and	and	CCONJ
easat-4600	66	33	low	low	ADJ
easat-4600	66	34	-	-	PUNCT
easat-4600	66	35	carbon	carbon	NOUN
easat-4600	66	36	energy	energy	NOUN
easat-4600	66	37	development	development	NOUN
easat-4600	66	38	in	in	ADP
easat-4600	66	39	hunan	hunan	PROPN
easat-4600	66	40	province	province	PROPN
easat-4600	66	41	and	and	CCONJ
easat-4600	66	42	central	central	ADJ
easat-4600	66	43	china	china	PROPN
easat-4600	66	44	.	.	PUNCT
easat-4600	67	1	through	through	ADP
easat-4600	67	2	in	in	ADP
easat-4600	67	3	-	-	PUNCT
easat-4600	67	4	depth	depth	NOUN
easat-4600	67	5	analysis	analysis	NOUN
easat-4600	67	6	and	and	CCONJ
easat-4600	67	7	scenario	scenario	NOUN
easat-4600	67	8	forecasting	forecasting	NOUN
easat-4600	67	9	,	,	PUNCT
easat-4600	67	10	this	this	DET
easat-4600	67	11	study	study	NOUN
easat-4600	67	12	aims	aim	VERB
easat-4600	67	13	to	to	PART
easat-4600	67	14	provide	provide	VERB
easat-4600	67	15	theoretical	theoretical	ADJ
easat-4600	67	16	support	support	NOUN
easat-4600	67	17	for	for	ADP
easat-4600	67	18	optimizing	optimize	VERB
easat-4600	67	19	energy	energy	NOUN
easat-4600	67	20	policies	policy	NOUN
easat-4600	67	21	in	in	ADP
easat-4600	67	22	hunan	hunan	PROPN
easat-4600	67	23	province	province	PROPN
easat-4600	67	24	,	,	PUNCT
easat-4600	67	25	aiding	aid	VERB
easat-4600	67	26	the	the	DET
easat-4600	67	27	implementation	implementation	NOUN
easat-4600	67	28	of	of	ADP
easat-4600	67	29	energy	energy	NOUN
easat-4600	67	30	transition	transition	NOUN
easat-4600	67	31	and	and	CCONJ
easat-4600	67	32	low	low	ADJ
easat-4600	67	33	-	-	PUNCT
easat-4600	67	34	carbon	carbon	NOUN
easat-4600	67	35	development	development	NOUN
easat-4600	67	36	strategies	strategy	NOUN
easat-4600	67	37	.	.	PUNCT
easat-4600	68	1	2	2	X
easat-4600	68	2	.	.	X
easat-4600	68	3	materials	material	NOUN
easat-4600	68	4	and	and	CCONJ
easat-4600	68	5	methods	method	NOUN
easat-4600	68	6	2.1	2.1	NUM
easat-4600	68	7	.	.	PUNCT
easat-4600	69	1	low	low	ADJ
easat-4600	69	2	emission	emission	NOUN
easat-4600	69	3	analysis	analysis	NOUN
easat-4600	69	4	platform	platform	NOUN
easat-4600	69	5	(	(	PUNCT
easat-4600	69	6	leap	leap	PROPN
easat-4600	69	7	)	)	PUNCT
easat-4600	69	8	model	model	NOUN
easat-4600	69	9	various	various	ADJ
easat-4600	69	10	methodologies	methodology	NOUN
easat-4600	69	11	have	have	AUX
easat-4600	69	12	been	be	AUX
easat-4600	69	13	employed	employ	VERB
easat-4600	69	14	in	in	ADP
easat-4600	69	15	the	the	DET
easat-4600	69	16	literature	literature	NOUN
easat-4600	69	17	to	to	PART
easat-4600	69	18	evaluate	evaluate	VERB
easat-4600	69	19	energy	energy	NOUN
easat-4600	69	20	and	and	CCONJ
easat-4600	69	21	environmental	environmental	ADJ
easat-4600	69	22	impacts	impact	NOUN
easat-4600	69	23	,	,	PUNCT
easat-4600	69	24	encompassing	encompass	VERB
easat-4600	69	25	econometric	econometric	ADJ
easat-4600	69	26	modeling	modeling	NOUN
easat-4600	69	27	,	,	PUNCT
easat-4600	69	28	gray	gray	ADJ
easat-4600	69	29	system	system	NOUN
easat-4600	69	30	theory	theory	NOUN
easat-4600	69	31	,	,	PUNCT
easat-4600	69	32	artificial	artificial	ADJ
easat-4600	69	33	neural	neural	ADJ
easat-4600	69	34	networks	network	NOUN
easat-4600	69	35	,	,	PUNCT
easat-4600	69	36	scenario	scenario	NOUN
easat-4600	69	37	analysis	analysis	NOUN
easat-4600	69	38	,	,	PUNCT
easat-4600	69	39	combined	combined	ADJ
easat-4600	69	40	forecasting	forecasting	NOUN
easat-4600	69	41	,	,	PUNCT
easat-4600	69	42	and	and	CCONJ
easat-4600	69	43	other	other	ADJ
easat-4600	69	44	approaches	approach	NOUN
easat-4600	69	45	.	.	PUNCT
easat-4600	70	1	for	for	ADP
easat-4600	70	2	instance	instance	NOUN
easat-4600	70	3	,	,	PUNCT
easat-4600	70	4	chen	chen	PROPN
easat-4600	70	5	,	,	PUNCT
easat-4600	70	6	et	et	PROPN
easat-4600	70	7	al	al	PROPN
easat-4600	70	8	.	.	PUNCT
easat-4600	71	1	[	[	X
easat-4600	71	2	18	18	NUM
easat-4600	71	3	]	]	PUNCT
easat-4600	71	4	proposed	propose	VERB
easat-4600	71	5	an	an	DET
easat-4600	71	6	autoregressive	autoregressive	ADJ
easat-4600	71	7	model	model	NOUN
easat-4600	71	8	to	to	PART
easat-4600	71	9	predict	predict	VERB
easat-4600	71	10	gas	gas	NOUN
easat-4600	71	11	flow	flow	NOUN
easat-4600	71	12	.	.	PUNCT
easat-4600	72	1	ceribasi	ceribasi	NOUN
easat-4600	72	2	,	,	PUNCT
easat-4600	72	3	et	et	PROPN
easat-4600	72	4	al	al	PROPN
easat-4600	72	5	.	.	PUNCT
easat-4600	73	1	[	[	X
easat-4600	73	2	19	19	NUM
easat-4600	73	3	]	]	PUNCT
easat-4600	73	4	employed	employ	VERB
easat-4600	73	5	the	the	DET
easat-4600	73	6	ipat	ipat	PROPN
easat-4600	73	7	model	model	NOUN
easat-4600	73	8	to	to	PART
easat-4600	73	9	analyze	analyze	VERB
easat-4600	73	10	the	the	DET
easat-4600	73	11	effect	effect	NOUN
easat-4600	73	12	of	of	ADP
easat-4600	73	13	climate	climate	NOUN
easat-4600	73	14	change	change	NOUN
easat-4600	73	15	on	on	ADP
easat-4600	73	16	the	the	DET
easat-4600	73	17	energy	energy	NOUN
easat-4600	73	18	produced	produce	VERB
easat-4600	73	19	by	by	ADP
easat-4600	73	20	hydroelectric	hydroelectric	ADJ
easat-4600	73	21	power	power	NOUN
easat-4600	73	22	plants	plant	NOUN
easat-4600	73	23	.	.	PUNCT
easat-4600	74	1	hu	hu	PROPN
easat-4600	74	2	and	and	CCONJ
easat-4600	74	3	wang	wang	PROPN
easat-4600	75	1	[	[	X
easat-4600	75	2	20	20	NUM
easat-4600	75	3	]	]	PUNCT
easat-4600	75	4	applied	apply	VERB
easat-4600	75	5	a	a	DET
easat-4600	75	6	neural	neural	ADJ
easat-4600	75	7	-	-	PUNCT
easat-4600	75	8	network	network	NOUN
easat-4600	75	9	-	-	PUNCT
easat-4600	75	10	based	base	VERB
easat-4600	75	11	gray	gray	ADJ
easat-4600	75	12	forecasting	forecasting	NOUN
easat-4600	75	13	approach	approach	NOUN
easat-4600	75	14	to	to	PART
easat-4600	75	15	predict	predict	VERB
easat-4600	75	16	electricity	electricity	NOUN
easat-4600	75	17	consumption	consumption	NOUN
easat-4600	75	18	.	.	PUNCT
easat-4600	76	1	among	among	ADP
easat-4600	76	2	these	these	DET
easat-4600	76	3	methods	method	NOUN
easat-4600	76	4	,	,	PUNCT
easat-4600	76	5	such	such	ADJ
easat-4600	76	6	as	as	ADP
easat-4600	76	7	those	those	PRON
easat-4600	76	8	presented	present	VERB
easat-4600	76	9	in	in	ADP
easat-4600	76	10	zheng	zheng	PROPN
easat-4600	76	11	,	,	PUNCT
easat-4600	76	12	et	et	PROPN
easat-4600	76	13	al	al	PROPN
easat-4600	76	14	.	.	PUNCT
easat-4600	77	1	[	[	X
easat-4600	77	2	21	21	NUM
easat-4600	77	3	]	]	X
easat-4600	77	4	;	;	PUNCT
easat-4600	77	5	de	de	X
easat-4600	77	6	marcos	marcos	PROPN
easat-4600	77	7	,	,	PUNCT
easat-4600	77	8	et	et	PROPN
easat-4600	77	9	al	al	PROPN
easat-4600	77	10	.	.	PUNCT
easat-4600	78	1	[	[	X
easat-4600	78	2	22	22	NUM
easat-4600	78	3	]	]	PUNCT
easat-4600	78	4	and	and	CCONJ
easat-4600	78	5	raihan	raihan	NOUN
easat-4600	78	6	,	,	PUNCT
easat-4600	78	7	et	et	PROPN
easat-4600	78	8	al	al	PROPN
easat-4600	78	9	.	.	PUNCT
easat-4600	79	1	[	[	X
easat-4600	79	2	23	23	NUM
easat-4600	79	3	]	]	PUNCT
easat-4600	79	4	econometric	econometric	ADJ
easat-4600	79	5	models	model	NOUN
easat-4600	79	6	grounded	ground	VERB
easat-4600	79	7	in	in	ADP
easat-4600	79	8	economic	economic	ADJ
easat-4600	79	9	theory	theory	NOUN
easat-4600	79	10	reveal	reveal	VERB
easat-4600	79	11	the	the	DET
easat-4600	79	12	relationship	relationship	NOUN
easat-4600	79	13	between	between	ADP
easat-4600	79	14	human	human	ADJ
easat-4600	79	15	activities	activity	NOUN
easat-4600	79	16	and	and	CCONJ
easat-4600	79	17	energy	energy	NOUN
easat-4600	79	18	consumption	consumption	NOUN
easat-4600	79	19	;	;	PUNCT
easat-4600	79	20	however	however	ADV
easat-4600	79	21	,	,	PUNCT
easat-4600	79	22	they	they	PRON
easat-4600	79	23	tend	tend	VERB
easat-4600	79	24	to	to	PART
easat-4600	79	25	overlook	overlook	VERB
easat-4600	79	26	the	the	DET
easat-4600	79	27	non	non	ADJ
easat-4600	79	28	-	-	ADJ
easat-4600	79	29	economic	economic	ADJ
easat-4600	79	30	factors	factor	NOUN
easat-4600	79	31	influencing	influence	VERB
easat-4600	79	32	energy	energy	NOUN
easat-4600	79	33	consumption	consumption	NOUN
easat-4600	79	34	,	,	PUNCT
easat-4600	79	35	such	such	ADJ
easat-4600	79	36	as	as	ADP
easat-4600	79	37	technological	technological	ADJ
easat-4600	79	38	innovation	innovation	NOUN
easat-4600	79	39	and	and	CCONJ
easat-4600	79	40	policy	policy	NOUN
easat-4600	79	41	changes	change	NOUN
easat-4600	79	42	.	.	PUNCT
easat-4600	80	1	moreover	moreover	ADV
easat-4600	80	2	,	,	PUNCT
easat-4600	80	3	while	while	SCONJ
easat-4600	80	4	gray	gray	ADJ
easat-4600	80	5	system	system	NOUN
easat-4600	80	6	models	model	NOUN
easat-4600	80	7	have	have	AUX
easat-4600	80	8	been	be	AUX
easat-4600	80	9	utilized	utilize	VERB
easat-4600	80	10	for	for	ADP
easat-4600	80	11	energy	energy	NOUN
easat-4600	80	12	prediction	prediction	NOUN
easat-4600	80	13	research	research	NOUN
easat-4600	80	14	,	,	PUNCT
easat-4600	80	15	as	as	SCONJ
easat-4600	80	16	demonstrated	demonstrate	VERB
easat-4600	80	17	in	in	ADP
easat-4600	80	18	moonchai	moonchai	NOUN
easat-4600	80	19	and	and	CCONJ
easat-4600	80	20	chutsagulprom	chutsagulprom	ADP
easat-4600	80	21	[	[	X
easat-4600	80	22	24	24	NUM
easat-4600	80	23	]	]	PUNCT
easat-4600	80	24	;	;	PUNCT
easat-4600	80	25	khan	khan	PROPN
easat-4600	80	26	and	and	CCONJ
easat-4600	80	27	osińska	osińska	NOUN
easat-4600	81	1	[	[	X
easat-4600	81	2	25	25	NUM
easat-4600	81	3	]	]	PUNCT
easat-4600	81	4	and	and	CCONJ
easat-4600	81	5	ding	ding	NOUN
easat-4600	81	6	,	,	PUNCT
easat-4600	81	7	et	et	PROPN
easat-4600	81	8	al	al	PROPN
easat-4600	81	9	.	.	PUNCT
easat-4600	82	1	[	[	X
easat-4600	82	2	26	26	NUM
easat-4600	82	3	]	]	PUNCT
easat-4600	82	4	they	they	PRON
easat-4600	82	5	are	be	AUX
easat-4600	82	6	often	often	ADV
easat-4600	82	7	inadequate	inadequate	ADJ
easat-4600	82	8	for	for	ADP
easat-4600	82	9	addressing	address	VERB
easat-4600	82	10	complex	complex	ADJ
easat-4600	82	11	nonlinear	nonlinear	ADJ
easat-4600	82	12	systems	system	NOUN
easat-4600	82	13	and	and	CCONJ
easat-4600	82	14	external	external	ADJ
easat-4600	82	15	disturbances	disturbance	NOUN
easat-4600	82	16	.	.	PUNCT
easat-4600	83	1	the	the	DET
easat-4600	83	2	scenario	scenario	NOUN
easat-4600	83	3	analysis	analysis	NOUN
easat-4600	83	4	model	model	NOUN
easat-4600	83	5	is	be	AUX
easat-4600	83	6	widely	widely	ADV
easat-4600	83	7	employed	employ	VERB
easat-4600	83	8	to	to	PART
easat-4600	83	9	assess	assess	VERB
easat-4600	83	10	the	the	DET
easat-4600	83	11	impacts	impact	NOUN
easat-4600	83	12	of	of	ADP
easat-4600	83	13	policy	policy	NOUN
easat-4600	83	14	and	and	CCONJ
easat-4600	83	15	technological	technological	ADJ
easat-4600	83	16	changes	change	NOUN
easat-4600	83	17	on	on	ADP
easat-4600	83	18	energy	energy	NOUN
easat-4600	83	19	systems	system	NOUN
easat-4600	83	20	by	by	ADP
easat-4600	83	21	constructing	construct	VERB
easat-4600	83	22	diverse	diverse	ADJ
easat-4600	83	23	scenarios	scenario	NOUN
easat-4600	83	24	.	.	PUNCT
easat-4600	84	1	the	the	DET
easat-4600	84	2	leap	leap	PROPN
easat-4600	84	3	model	model	NOUN
easat-4600	84	4	,	,	PUNCT
easat-4600	84	5	a	a	DET
easat-4600	84	6	scenario	scenario	NOUN
easat-4600	84	7	-	-	PUNCT
easat-4600	84	8	based	base	VERB
easat-4600	84	9	analysis	analysis	NOUN
easat-4600	84	10	model	model	NOUN
easat-4600	84	11	,	,	PUNCT
easat-4600	84	12	stands	stand	VERB
easat-4600	84	13	out	out	ADP
easat-4600	84	14	as	as	ADP
easat-4600	84	15	a	a	DET
easat-4600	84	16	robust	robust	ADJ
easat-4600	84	17	and	and	CCONJ
easat-4600	84	18	adaptable	adaptable	ADJ
easat-4600	84	19	software	software	NOUN
easat-4600	84	20	system	system	NOUN
easat-4600	84	21	that	that	PRON
easat-4600	84	22	is	be	AUX
easat-4600	84	23	used	use	VERB
easat-4600	84	24	for	for	ADP
easat-4600	84	25	integrated	integrate	VERB
easat-4600	84	26	energy	energy	NOUN
easat-4600	84	27	planning	planning	NOUN
easat-4600	84	28	and	and	CCONJ
easat-4600	84	29	evaluating	evaluate	VERB
easat-4600	84	30	climate	climate	NOUN
easat-4600	84	31	change	change	NOUN
easat-4600	84	32	mitigation	mitigation	NOUN
easat-4600	84	33	strategies	strategy	NOUN
easat-4600	84	34	.	.	PUNCT
easat-4600	85	1	the	the	DET
easat-4600	85	2	leap	leap	PROPN
easat-4600	85	3	model	model	NOUN
easat-4600	85	4	has	have	AUX
easat-4600	85	5	been	be	AUX
easat-4600	85	6	employed	employ	VERB
easat-4600	85	7	in	in	ADP
easat-4600	85	8	several	several	ADJ
easat-4600	85	9	studies	study	NOUN
easat-4600	85	10	to	to	PART
easat-4600	85	11	assess	assess	VERB
easat-4600	85	12	energy	energy	NOUN
easat-4600	85	13	and	and	CCONJ
easat-4600	85	14	environmental	environmental	ADJ
easat-4600	85	15	impacts	impact	NOUN
easat-4600	85	16	,	,	PUNCT
easat-4600	85	17	as	as	SCONJ
easat-4600	85	18	detailed	detailed	ADJ
easat-4600	85	19	in	in	ADP
easat-4600	85	20	rivera	rivera	PROPN
easat-4600	85	21	-	-	PUNCT
easat-4600	85	22	gonzález	gonzález	PROPN
easat-4600	85	23	,	,	PUNCT
easat-4600	85	24	et	et	PROPN
easat-4600	85	25	al	al	PROPN
easat-4600	85	26	.	.	PUNCT
easat-4600	86	1	[	[	X
easat-4600	86	2	27	27	NUM
easat-4600	86	3	]	]	PUNCT
easat-4600	86	4	;	;	PUNCT
easat-4600	86	5	wang	wang	PROPN
easat-4600	86	6	,	,	PUNCT
easat-4600	86	7	et	et	PROPN
easat-4600	86	8	al	al	PROPN
easat-4600	86	9	.	.	PUNCT
easat-4600	87	1	[	[	X
easat-4600	87	2	28	28	NUM
easat-4600	87	3	]	]	X
easat-4600	87	4	;	;	PUNCT
easat-4600	87	5	masoomi	masoomi	NOUN
easat-4600	87	6	,	,	PUNCT
easat-4600	87	7	et	et	PROPN
easat-4600	87	8	al	al	PROPN
easat-4600	87	9	.	.	PUNCT
easat-4600	88	1	[	[	X
easat-4600	88	2	29	29	NUM
easat-4600	88	3	]	]	X
easat-4600	88	4	;	;	PUNCT
easat-4600	88	5	ren	ren	PROPN
easat-4600	88	6	,	,	PUNCT
easat-4600	88	7	et	et	PROPN
easat-4600	88	8	al	al	PROPN
easat-4600	88	9	.	.	PUNCT
easat-4600	89	1	[	[	X
easat-4600	89	2	30	30	NUM
easat-4600	89	3	]	]	PUNCT
easat-4600	89	4	and	and	CCONJ
easat-4600	89	5	wattana	wattana	PROPN
easat-4600	89	6	,	,	PUNCT
easat-4600	89	7	et	et	PROPN
easat-4600	89	8	al	al	PROPN
easat-4600	89	9	.	.	PUNCT
easat-4600	90	1	[	[	X
easat-4600	90	2	31	31	NUM
easat-4600	90	3	]	]	PUNCT
easat-4600	90	4	.	.	PUNCT
easat-4600	91	1	the	the	DET
easat-4600	91	2	flexibility	flexibility	NOUN
easat-4600	91	3	and	and	CCONJ
easat-4600	91	4	comprehensiveness	comprehensiveness	NOUN
easat-4600	91	5	of	of	ADP
easat-4600	91	6	the	the	DET
easat-4600	91	7	leap	leap	PROPN
easat-4600	91	8	model	model	NOUN
easat-4600	91	9	render	render	VERB
easat-4600	91	10	it	it	PRON
easat-4600	91	11	a	a	DET
easat-4600	91	12	crucial	crucial	ADJ
easat-4600	91	13	tool	tool	NOUN
easat-4600	91	14	in	in	ADP
easat-4600	91	15	energy	energy	NOUN
easat-4600	91	16	-	-	PUNCT
easat-4600	91	17	related	relate	VERB
easat-4600	91	18	research	research	NOUN
easat-4600	91	19	and	and	CCONJ
easat-4600	91	20	decision	decision	NOUN
easat-4600	91	21	-	-	PUNCT
easat-4600	91	22	making	making	NOUN
easat-4600	91	23	.	.	PUNCT
easat-4600	92	1	this	this	DET
easat-4600	92	2	paper	paper	NOUN
easat-4600	92	3	utilizes	utilize	VERB
easat-4600	92	4	the	the	DET
easat-4600	92	5	leap	leap	PROPN
easat-4600	92	6	scenario	scenario	NOUN
easat-4600	92	7	analysis	analysis	NOUN
easat-4600	92	8	tool	tool	NOUN
easat-4600	92	9	to	to	PART
easat-4600	92	10	assess	assess	VERB
easat-4600	92	11	the	the	DET
easat-4600	92	12	impacts	impact	NOUN
easat-4600	92	13	of	of	ADP
easat-4600	92	14	increased	increase	VERB
easat-4600	92	15	renewable	renewable	ADJ
easat-4600	92	16	energy	energy	NOUN
easat-4600	92	17	generation	generation	NOUN
easat-4600	92	18	on	on	ADP
easat-4600	92	19	the	the	DET
easat-4600	92	20	electricity	electricity	NOUN
easat-4600	92	21	generation	generation	NOUN
easat-4600	92	22	industry	industry	NOUN
easat-4600	92	23	and	and	CCONJ
easat-4600	92	24	the	the	DET
easat-4600	92	25	environment	environment	NOUN
easat-4600	92	26	in	in	ADP
easat-4600	92	27	hunan	hunan	PROPN
easat-4600	92	28	province	province	PROPN
easat-4600	92	29	.	.	PUNCT
easat-4600	93	1	the	the	DET
easat-4600	93	2	model	model	NOUN
easat-4600	93	3	can	can	AUX
easat-4600	93	4	be	be	AUX
easat-4600	93	5	subdivided	subdivide	VERB
easat-4600	93	6	into	into	ADP
easat-4600	93	7	multiple	multiple	ADJ
easat-4600	93	8	layers	layer	NOUN
easat-4600	93	9	,	,	PUNCT
easat-4600	93	10	each	each	PRON
easat-4600	93	11	involving	involve	VERB
easat-4600	93	12	different	different	ADJ
easat-4600	93	13	sets	set	NOUN
easat-4600	93	14	of	of	ADP
easat-4600	93	15	data	datum	NOUN
easat-4600	93	16	.	.	PUNCT
easat-4600	94	1	figure	figure	NOUN
easat-4600	94	2	1	1	NUM
easat-4600	94	3	shows	show	VERB
easat-4600	94	4	the	the	DET
easat-4600	94	5	structure	structure	NOUN
easat-4600	94	6	of	of	ADP
easat-4600	94	7	the	the	DET
easat-4600	94	8	leap	leap	NOUN
easat-4600	94	9	analysis	analysis	NOUN
easat-4600	94	10	framework	framework	NOUN
easat-4600	94	11	and	and	CCONJ
easat-4600	94	12	model	model	NOUN
easat-4600	94	13	for	for	ADP
easat-4600	94	14	hunan	hunan	PROPN
easat-4600	94	15	province	province	PROPN
easat-4600	94	16	.	.	PUNCT
easat-4600	95	1	the	the	DET
easat-4600	95	2	primary	primary	ADJ
easat-4600	95	3	outputs	output	NOUN
easat-4600	95	4	of	of	ADP
easat-4600	95	5	the	the	DET
easat-4600	95	6	model	model	NOUN
easat-4600	95	7	include	include	VERB
easat-4600	95	8	energy	energy	NOUN
easat-4600	95	9	demand	demand	NOUN
easat-4600	95	10	prediction	prediction	NOUN
easat-4600	95	11	,	,	PUNCT
easat-4600	95	12	electricity	electricity	NOUN
easat-4600	95	13	generation	generation	NOUN
easat-4600	95	14	by	by	ADP
easat-4600	95	15	different	different	ADJ
easat-4600	95	16	energy	energy	NOUN
easat-4600	95	17	types	type	NOUN
easat-4600	95	18	,	,	PUNCT
easat-4600	95	19	energy	energy	NOUN
easat-4600	95	20	co2	co2	NOUN
easat-4600	95	21	emission	emission	NOUN
easat-4600	95	22	and	and	CCONJ
easat-4600	95	23	sensitivity	sensitivity	NOUN
easat-4600	95	24	analysis	analysis	NOUN
easat-4600	95	25	.	.	PUNCT
easat-4600	96	1	796	796	NUM
easat-4600	96	2	edelweiss	edelweiss	PROPN
easat-4600	96	3	applied	apply	VERB
easat-4600	96	4	science	science	NOUN
easat-4600	96	5	and	and	CCONJ
easat-4600	96	6	technology	technology	NOUN
easat-4600	96	7	issn	issn	PROPN
easat-4600	96	8	:	:	PUNCT
easat-4600	96	9	2576	2576	NUM
easat-4600	96	10	-	-	SYM
easat-4600	96	11	8484	8484	NUM
easat-4600	96	12	vol	vol	NOUN
easat-4600	96	13	.	.	PROPN
easat-4600	97	1	9	9	NUM
easat-4600	97	2	,	,	PUNCT
easat-4600	97	3	no	no	INTJ
easat-4600	97	4	.	.	NOUN
easat-4600	97	5	2	2	NUM
easat-4600	97	6	:	:	PUNCT
easat-4600	97	7	793	793	NUM
easat-4600	97	8	-	-	SYM
easat-4600	97	9	814	814	NUM
easat-4600	97	10	,	,	PUNCT
easat-4600	97	11	2025	2025	NUM
easat-4600	97	12	doi	doi	NOUN
easat-4600	97	13	:	:	PUNCT
easat-4600	97	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	97	15	©	©	PROPN
easat-4600	97	16	2025	2025	NUM
easat-4600	97	17	by	by	ADP
easat-4600	97	18	the	the	DET
easat-4600	97	19	authors	author	NOUN
easat-4600	97	20	;	;	PUNCT
easat-4600	97	21	licensee	licensee	PROPN
easat-4600	97	22	learning	learn	VERB
easat-4600	97	23	gate	gate	NOUN
easat-4600	97	24	figure	figure	NOUN
easat-4600	97	25	1	1	NUM
easat-4600	97	26	.	.	PUNCT
easat-4600	98	1	leap	leap	NOUN
easat-4600	98	2	framework	framework	NOUN
easat-4600	98	3	and	and	CCONJ
easat-4600	98	4	model	model	NOUN
easat-4600	98	5	.	.	PUNCT
easat-4600	99	1	2.2	2.2	NUM
easat-4600	99	2	.	.	PUNCT
easat-4600	99	3	scenario	scenario	NOUN
easat-4600	99	4	development	development	NOUN
easat-4600	99	5	this	this	DET
easat-4600	99	6	study	study	NOUN
easat-4600	99	7	designs	design	VERB
easat-4600	99	8	five	five	NUM
easat-4600	99	9	scenarios	scenario	NOUN
easat-4600	99	10	(	(	PUNCT
easat-4600	99	11	bau	bau	PROPN
easat-4600	99	12	,	,	PUNCT
easat-4600	99	13	res	re	NOUN
easat-4600	99	14	,	,	PUNCT
easat-4600	99	15	hef	hef	PROPN
easat-4600	99	16	,	,	PUNCT
easat-4600	99	17	hst	hst	PROPN
easat-4600	99	18	,	,	PUNCT
easat-4600	99	19	cop	cop	NOUN
easat-4600	99	20	)	)	PUNCT
easat-4600	99	21	to	to	PART
easat-4600	99	22	comprehensively	comprehensively	ADV
easat-4600	99	23	analyze	analyze	VERB
easat-4600	99	24	the	the	DET
easat-4600	99	25	potential	potential	ADJ
easat-4600	99	26	impacts	impact	NOUN
easat-4600	99	27	of	of	ADP
easat-4600	99	28	renewable	renewable	ADJ
easat-4600	99	29	energy	energy	NOUN
easat-4600	99	30	strategies	strategy	NOUN
easat-4600	99	31	on	on	ADP
easat-4600	99	32	electricity	electricity	NOUN
easat-4600	99	33	generation	generation	NOUN
easat-4600	99	34	in	in	ADP
easat-4600	99	35	hunan	hunan	PROPN
easat-4600	99	36	,	,	PUNCT
easat-4600	99	37	considering	consider	VERB
easat-4600	99	38	varying	vary	VERB
easat-4600	99	39	levels	level	NOUN
easat-4600	99	40	of	of	ADP
easat-4600	99	41	renewable	renewable	ADJ
easat-4600	99	42	energy	energy	NOUN
easat-4600	99	43	development	development	NOUN
easat-4600	99	44	,	,	PUNCT
easat-4600	99	45	energy	energy	NOUN
easat-4600	99	46	storage	storage	NOUN
easat-4600	99	47	enhancement	enhancement	NOUN
easat-4600	99	48	,	,	PUNCT
easat-4600	99	49	and	and	CCONJ
easat-4600	99	50	efficiency	efficiency	NOUN
easat-4600	99	51	improvements	improvement	NOUN
easat-4600	99	52	.	.	PUNCT
easat-4600	100	1	the	the	DET
easat-4600	100	2	scenarios	scenario	NOUN
easat-4600	100	3	also	also	ADV
easat-4600	100	4	take	take	VERB
easat-4600	100	5	into	into	ADP
easat-4600	100	6	account	account	NOUN
easat-4600	100	7	the	the	DET
easat-4600	100	8	role	role	NOUN
easat-4600	100	9	of	of	ADP
easat-4600	100	10	coal	coal	NOUN
easat-4600	100	11	-	-	PUNCT
easat-4600	100	12	fired	fire	VERB
easat-4600	100	13	power	power	NOUN
easat-4600	100	14	in	in	ADP
easat-4600	100	15	ensuring	ensure	VERB
easat-4600	100	16	energy	energy	NOUN
easat-4600	100	17	security	security	NOUN
easat-4600	100	18	.	.	PUNCT
easat-4600	101	1	the	the	DET
easat-4600	101	2	descriptions	description	NOUN
easat-4600	101	3	of	of	ADP
easat-4600	101	4	the	the	DET
easat-4600	101	5	scenarios	scenario	NOUN
easat-4600	101	6	are	be	AUX
easat-4600	101	7	shown	show	VERB
easat-4600	101	8	in	in	ADP
easat-4600	101	9	table	table	NOUN
easat-4600	101	10	1	1	NUM
easat-4600	101	11	,	,	PUNCT
easat-4600	101	12	and	and	CCONJ
easat-4600	101	13	detailed	detailed	ADJ
easat-4600	101	14	experimental	experimental	ADJ
easat-4600	101	15	capacity	capacity	NOUN
easat-4600	101	16	data	datum	NOUN
easat-4600	101	17	for	for	ADP
easat-4600	101	18	different	different	ADJ
easat-4600	101	19	scenarios	scenario	NOUN
easat-4600	101	20	are	be	AUX
easat-4600	101	21	shown	show	VERB
easat-4600	101	22	in	in	ADP
easat-4600	101	23	appendix	appendix	ADJ
easat-4600	101	24	table	table	NOUN
easat-4600	101	25	a1	a1	NOUN
easat-4600	101	26	.	.	PROPN
easat-4600	101	27	•	•	NUM
easat-4600	101	28	baseline	baseline	PROPN
easat-4600	101	29	scenario	scenario	NOUN
easat-4600	101	30	(	(	PUNCT
easat-4600	101	31	bau	bau	PROPN
easat-4600	101	32	):	):	PUNCT
easat-4600	101	33	this	this	DET
easat-4600	101	34	scenario	scenario	NOUN
easat-4600	101	35	assumes	assume	VERB
easat-4600	101	36	that	that	SCONJ
easat-4600	101	37	current	current	ADJ
easat-4600	101	38	policies	policy	NOUN
easat-4600	101	39	and	and	CCONJ
easat-4600	101	40	technologies	technology	NOUN
easat-4600	101	41	remain	remain	VERB
easat-4600	101	42	unchanged	unchanged	ADJ
easat-4600	101	43	,	,	PUNCT
easat-4600	101	44	with	with	ADP
easat-4600	101	45	electricity	electricity	NOUN
easat-4600	101	46	demand	demand	NOUN
easat-4600	101	47	continuing	continue	VERB
easat-4600	101	48	to	to	PART
easat-4600	101	49	grow	grow	VERB
easat-4600	101	50	.	.	PUNCT
easat-4600	102	1	under	under	ADP
easat-4600	102	2	this	this	DET
easat-4600	102	3	scenario	scenario	NOUN
easat-4600	102	4	,	,	PUNCT
easat-4600	102	5	the	the	DET
easat-4600	102	6	limited	limited	ADJ
easat-4600	102	7	increase	increase	NOUN
easat-4600	102	8	in	in	ADP
easat-4600	102	9	renewable	renewable	ADJ
easat-4600	102	10	energy	energy	NOUN
easat-4600	102	11	capacity	capacity	NOUN
easat-4600	102	12	means	mean	VERB
easat-4600	102	13	coal	coal	NOUN
easat-4600	102	14	-	-	PUNCT
easat-4600	102	15	fired	fire	VERB
easat-4600	102	16	power	power	NOUN
easat-4600	102	17	will	will	AUX
easat-4600	102	18	continue	continue	VERB
easat-4600	102	19	to	to	PART
easat-4600	102	20	play	play	VERB
easat-4600	102	21	a	a	DET
easat-4600	102	22	key	key	ADJ
easat-4600	102	23	role	role	NOUN
easat-4600	102	24	in	in	ADP
easat-4600	102	25	balancing	balance	VERB
easat-4600	102	26	the	the	DET
easat-4600	102	27	electricity	electricity	NOUN
easat-4600	102	28	supply	supply	NOUN
easat-4600	102	29	and	and	CCONJ
easat-4600	102	30	demand	demand	NOUN
easat-4600	102	31	.	.	PUNCT
easat-4600	103	1	this	this	PRON
easat-4600	103	2	represents	represent	VERB
easat-4600	103	3	a	a	DET
easat-4600	103	4	"	"	PUNCT
easat-4600	103	5	business	business	NOUN
easat-4600	103	6	-	-	PUNCT
easat-4600	103	7	as	as	ADP
easat-4600	103	8	-	-	PUNCT
easat-4600	103	9	usual	usual	ADJ
easat-4600	103	10	"	"	PUNCT
easat-4600	103	11	trajectory	trajectory	NOUN
easat-4600	103	12	without	without	ADP
easat-4600	103	13	significant	significant	ADJ
easat-4600	103	14	policy	policy	NOUN
easat-4600	103	15	or	or	CCONJ
easat-4600	103	16	technological	technological	ADJ
easat-4600	103	17	interventions	intervention	NOUN
easat-4600	103	18	.	.	PUNCT
easat-4600	104	1	•	•	NUM
easat-4600	104	2	renewable	renewable	ADJ
easat-4600	104	3	energy	energy	NOUN
easat-4600	104	4	policy	policy	NOUN
easat-4600	104	5	scenario	scenario	NOUN
easat-4600	104	6	(	(	PUNCT
easat-4600	104	7	res	re	NOUN
easat-4600	104	8	):	):	PUNCT
easat-4600	104	9	this	this	DET
easat-4600	104	10	scenario	scenario	NOUN
easat-4600	104	11	emphasizes	emphasize	VERB
easat-4600	104	12	a	a	DET
easat-4600	104	13	significant	significant	ADJ
easat-4600	104	14	increase	increase	NOUN
easat-4600	104	15	in	in	ADP
easat-4600	104	16	wind	wind	NOUN
easat-4600	104	17	and	and	CCONJ
easat-4600	104	18	solar	solar	ADJ
easat-4600	104	19	power	power	NOUN
easat-4600	104	20	generation	generation	NOUN
easat-4600	104	21	capacity	capacity	NOUN
easat-4600	104	22	,	,	PUNCT
easat-4600	104	23	in	in	ADP
easat-4600	104	24	line	line	NOUN
easat-4600	104	25	with	with	ADP
easat-4600	104	26	government	government	NOUN
easat-4600	104	27	mediumand	mediumand	NOUN
easat-4600	104	28	long	long	ADJ
easat-4600	104	29	-	-	PUNCT
easat-4600	104	30	term	term	NOUN
easat-4600	104	31	plans	plan	NOUN
easat-4600	104	32	,	,	PUNCT
easat-4600	104	33	aiming	aim	VERB
easat-4600	104	34	to	to	PART
easat-4600	104	35	reduce	reduce	VERB
easat-4600	104	36	dependence	dependence	NOUN
easat-4600	104	37	on	on	ADP
easat-4600	104	38	coal	coal	NOUN
easat-4600	104	39	-	-	PUNCT
easat-4600	104	40	fired	fire	VERB
easat-4600	104	41	power	power	NOUN
easat-4600	104	42	.	.	PUNCT
easat-4600	105	1	while	while	SCONJ
easat-4600	105	2	renewable	renewable	ADJ
easat-4600	105	3	energy	energy	NOUN
easat-4600	105	4	capacity	capacity	NOUN
easat-4600	105	5	grows	grow	VERB
easat-4600	105	6	,	,	PUNCT
easat-4600	105	7	there	there	PRON
easat-4600	105	8	are	be	VERB
easat-4600	105	9	no	no	DET
easat-4600	105	10	substantial	substantial	ADJ
easat-4600	105	11	improvements	improvement	NOUN
easat-4600	105	12	in	in	ADP
easat-4600	105	13	energy	energy	NOUN
easat-4600	105	14	storage	storage	NOUN
easat-4600	105	15	or	or	CCONJ
easat-4600	105	16	efficiency	efficiency	NOUN
easat-4600	105	17	,	,	PUNCT
easat-4600	105	18	leading	lead	VERB
easat-4600	105	19	to	to	ADP
easat-4600	105	20	a	a	DET
easat-4600	105	21	reduced	reduced	ADJ
easat-4600	105	22	but	but	CCONJ
easat-4600	105	23	still	still	ADV
easat-4600	105	24	present	present	ADJ
easat-4600	105	25	reliance	reliance	NOUN
easat-4600	105	26	on	on	ADP
easat-4600	105	27	coal	coal	NOUN
easat-4600	105	28	power	power	NOUN
easat-4600	105	29	.	.	PUNCT
easat-4600	106	1	•	•	NUM
easat-4600	106	2	high	high	ADJ
easat-4600	106	3	efficiency	efficiency	NOUN
easat-4600	106	4	scenario	scenario	NOUN
easat-4600	106	5	(	(	PUNCT
easat-4600	106	6	hef	hef	PROPN
easat-4600	106	7	):	):	PUNCT
easat-4600	106	8	the	the	DET
easat-4600	106	9	focus	focus	NOUN
easat-4600	106	10	of	of	ADP
easat-4600	106	11	this	this	DET
easat-4600	106	12	scenario	scenario	NOUN
easat-4600	106	13	is	be	AUX
easat-4600	106	14	on	on	ADP
easat-4600	106	15	improving	improve	VERB
easat-4600	106	16	the	the	DET
easat-4600	106	17	efficiency	efficiency	NOUN
easat-4600	106	18	of	of	ADP
easat-4600	106	19	both	both	DET
easat-4600	106	20	coal	coal	NOUN
easat-4600	106	21	-	-	PUNCT
easat-4600	106	22	fired	fire	VERB
easat-4600	106	23	and	and	CCONJ
easat-4600	106	24	renewable	renewable	ADJ
easat-4600	106	25	energy	energy	NOUN
easat-4600	106	26	generation	generation	NOUN
easat-4600	106	27	.	.	PUNCT
easat-4600	107	1	by	by	ADP
easat-4600	107	2	reducing	reduce	VERB
easat-4600	107	3	coal	coal	NOUN
easat-4600	107	4	consumption	consumption	NOUN
easat-4600	107	5	per	per	ADP
easat-4600	107	6	unit	unit	NOUN
easat-4600	107	7	of	of	ADP
easat-4600	107	8	electricity	electricity	NOUN
easat-4600	107	9	,	,	PUNCT
easat-4600	107	10	the	the	DET
easat-4600	107	11	overall	overall	ADJ
easat-4600	107	12	system	system	NOUN
easat-4600	107	13	efficiency	efficiency	NOUN
easat-4600	107	14	is	be	AUX
easat-4600	107	15	enhanced	enhance	VERB
easat-4600	107	16	.	.	PUNCT
easat-4600	108	1	in	in	ADP
easat-4600	108	2	this	this	DET
easat-4600	108	3	scenario	scenario	NOUN
easat-4600	108	4	,	,	PUNCT
easat-4600	108	5	renewable	renewable	ADJ
easat-4600	108	6	energy	energy	NOUN
easat-4600	108	7	capacity	capacity	NOUN
easat-4600	108	8	increases	increase	NOUN
easat-4600	108	9	according	accord	VERB
easat-4600	108	10	to	to	ADP
easat-4600	108	11	government	government	NOUN
easat-4600	108	12	plans	plan	NOUN
easat-4600	108	13	,	,	PUNCT
easat-4600	108	14	and	and	CCONJ
easat-4600	108	15	coal	coal	NOUN
easat-4600	108	16	-	-	PUNCT
easat-4600	108	17	fired	fire	VERB
easat-4600	108	18	power	power	NOUN
easat-4600	108	19	usage	usage	NOUN
easat-4600	108	20	is	be	AUX
easat-4600	108	21	reduced	reduce	VERB
easat-4600	108	22	due	due	ADP
easat-4600	108	23	to	to	ADP
easat-4600	108	24	the	the	DET
easat-4600	108	25	efficiency	efficiency	NOUN
easat-4600	108	26	improvements	improvement	NOUN
easat-4600	108	27	in	in	ADP
easat-4600	108	28	both	both	DET
easat-4600	108	29	coal	coal	NOUN
easat-4600	108	30	and	and	CCONJ
easat-4600	108	31	renewable	renewable	ADJ
easat-4600	108	32	energy	energy	NOUN
easat-4600	108	33	technologies	technology	NOUN
easat-4600	108	34	.	.	PUNCT
easat-4600	109	1	797	797	NUM
easat-4600	109	2	edelweiss	edelweiss	PROPN
easat-4600	109	3	applied	apply	VERB
easat-4600	109	4	science	science	NOUN
easat-4600	109	5	and	and	CCONJ
easat-4600	109	6	technology	technology	NOUN
easat-4600	109	7	issn	issn	PROPN
easat-4600	109	8	:	:	PUNCT
easat-4600	109	9	2576	2576	NUM
easat-4600	109	10	-	-	SYM
easat-4600	109	11	8484	8484	NUM
easat-4600	109	12	vol	vol	NOUN
easat-4600	109	13	.	.	PROPN
easat-4600	110	1	9	9	NUM
easat-4600	110	2	,	,	PUNCT
easat-4600	110	3	no	no	INTJ
easat-4600	110	4	.	.	NOUN
easat-4600	110	5	2	2	NUM
easat-4600	110	6	:	:	PUNCT
easat-4600	110	7	793	793	NUM
easat-4600	110	8	-	-	SYM
easat-4600	110	9	814	814	NUM
easat-4600	110	10	,	,	PUNCT
easat-4600	110	11	2025	2025	NUM
easat-4600	110	12	doi	doi	NOUN
easat-4600	110	13	:	:	PUNCT
easat-4600	110	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	110	15	©	©	PROPN
easat-4600	110	16	2025	2025	NUM
easat-4600	110	17	by	by	ADP
easat-4600	110	18	the	the	DET
easat-4600	110	19	authors	author	NOUN
easat-4600	110	20	;	;	PUNCT
easat-4600	110	21	licensee	licensee	PROPN
easat-4600	110	22	learning	learning	NOUN
easat-4600	110	23	gate	gate	VERB
easat-4600	110	24	•	•	ADP
easat-4600	110	25	high	high	ADJ
easat-4600	110	26	storage	storage	NOUN
easat-4600	110	27	scenario	scenario	NOUN
easat-4600	110	28	(	(	PUNCT
easat-4600	110	29	hst	hst	PROPN
easat-4600	110	30	):	):	PUNCT
easat-4600	110	31	this	this	DET
easat-4600	110	32	scenario	scenario	NOUN
easat-4600	110	33	emphasizes	emphasize	VERB
easat-4600	110	34	the	the	DET
easat-4600	110	35	development	development	NOUN
easat-4600	110	36	of	of	ADP
easat-4600	110	37	energy	energy	NOUN
easat-4600	110	38	storage	storage	NOUN
easat-4600	110	39	technologies	technology	NOUN
easat-4600	110	40	to	to	PART
easat-4600	110	41	enhance	enhance	VERB
easat-4600	110	42	grid	grid	NOUN
easat-4600	110	43	flexibility	flexibility	NOUN
easat-4600	110	44	and	and	CCONJ
easat-4600	110	45	facilitate	facilitate	VERB
easat-4600	110	46	peak	peak	NOUN
easat-4600	110	47	shaving	shaving	NOUN
easat-4600	110	48	.	.	PUNCT
easat-4600	111	1	energy	energy	NOUN
easat-4600	111	2	storage	storage	NOUN
easat-4600	111	3	improvements	improvement	NOUN
easat-4600	111	4	allow	allow	VERB
easat-4600	111	5	for	for	ADP
easat-4600	111	6	greater	great	ADJ
easat-4600	111	7	integration	integration	NOUN
easat-4600	111	8	of	of	ADP
easat-4600	111	9	renewable	renewable	ADJ
easat-4600	111	10	energy	energy	NOUN
easat-4600	111	11	,	,	PUNCT
easat-4600	111	12	further	far	ADV
easat-4600	111	13	reducing	reduce	VERB
easat-4600	111	14	dependence	dependence	NOUN
easat-4600	111	15	on	on	ADP
easat-4600	111	16	coal	coal	NOUN
easat-4600	111	17	-	-	PUNCT
easat-4600	111	18	fired	fire	VERB
easat-4600	111	19	power	power	NOUN
easat-4600	111	20	.	.	PUNCT
easat-4600	112	1	while	while	SCONJ
easat-4600	112	2	renewable	renewable	ADJ
easat-4600	112	3	energy	energy	NOUN
easat-4600	112	4	capacity	capacity	NOUN
easat-4600	112	5	increases	increase	NOUN
easat-4600	112	6	,	,	PUNCT
easat-4600	112	7	coal	coal	NOUN
easat-4600	112	8	-	-	PUNCT
easat-4600	112	9	fired	fire	VERB
easat-4600	112	10	power	power	NOUN
easat-4600	112	11	use	use	NOUN
easat-4600	112	12	is	be	AUX
easat-4600	112	13	reduced	reduce	VERB
easat-4600	112	14	as	as	SCONJ
easat-4600	112	15	energy	energy	NOUN
easat-4600	112	16	storage	storage	NOUN
easat-4600	112	17	provides	provide	VERB
easat-4600	112	18	better	well	ADJ
easat-4600	112	19	grid	grid	NOUN
easat-4600	112	20	management	management	NOUN
easat-4600	112	21	and	and	CCONJ
easat-4600	112	22	supports	support	VERB
easat-4600	112	23	higher	high	ADJ
easat-4600	112	24	renewable	renewable	ADJ
easat-4600	112	25	energy	energy	NOUN
easat-4600	112	26	consumption	consumption	NOUN
easat-4600	112	27	.	.	PUNCT
easat-4600	113	1	•	•	NUM
easat-4600	113	2	comprehensive	comprehensive	ADJ
easat-4600	113	3	optimization	optimization	NOUN
easat-4600	113	4	scenario	scenario	NOUN
easat-4600	113	5	(	(	PUNCT
easat-4600	113	6	cop	cop	NOUN
easat-4600	113	7	):	):	PUNCT
easat-4600	113	8	the	the	DET
easat-4600	113	9	cop	cop	NOUN
easat-4600	113	10	scenario	scenario	NOUN
easat-4600	113	11	integrates	integrate	VERB
easat-4600	113	12	elements	element	NOUN
easat-4600	113	13	from	from	ADP
easat-4600	113	14	the	the	DET
easat-4600	113	15	renewable	renewable	ADJ
easat-4600	113	16	energy	energy	NOUN
easat-4600	113	17	policy	policy	NOUN
easat-4600	113	18	,	,	PUNCT
easat-4600	113	19	high	high	ADJ
easat-4600	113	20	efficiency	efficiency	NOUN
easat-4600	113	21	,	,	PUNCT
easat-4600	113	22	and	and	CCONJ
easat-4600	113	23	high	high	ADJ
easat-4600	113	24	storage	storage	NOUN
easat-4600	113	25	scenarios	scenario	NOUN
easat-4600	113	26	.	.	PUNCT
easat-4600	114	1	the	the	DET
easat-4600	114	2	aim	aim	NOUN
easat-4600	114	3	is	be	AUX
easat-4600	114	4	to	to	PART
easat-4600	114	5	maximize	maximize	VERB
easat-4600	114	6	the	the	DET
easat-4600	114	7	utilization	utilization	NOUN
easat-4600	114	8	of	of	ADP
easat-4600	114	9	renewable	renewable	ADJ
easat-4600	114	10	energy	energy	NOUN
easat-4600	114	11	,	,	PUNCT
easat-4600	114	12	significantly	significantly	ADV
easat-4600	114	13	improve	improve	VERB
easat-4600	114	14	energy	energy	NOUN
easat-4600	114	15	generation	generation	NOUN
easat-4600	114	16	efficiency	efficiency	NOUN
easat-4600	114	17	,	,	PUNCT
easat-4600	114	18	and	and	CCONJ
easat-4600	114	19	expand	expand	VERB
easat-4600	114	20	energy	energy	NOUN
easat-4600	114	21	storage	storage	NOUN
easat-4600	114	22	capacity	capacity	NOUN
easat-4600	114	23	,	,	PUNCT
easat-4600	114	24	while	while	SCONJ
easat-4600	114	25	gradually	gradually	ADV
easat-4600	114	26	phasing	phase	VERB
easat-4600	114	27	out	out	ADP
easat-4600	114	28	coal	coal	NOUN
easat-4600	114	29	-	-	PUNCT
easat-4600	114	30	fired	fire	VERB
easat-4600	114	31	power	power	NOUN
easat-4600	114	32	.	.	PUNCT
easat-4600	115	1	this	this	DET
easat-4600	115	2	scenario	scenario	NOUN
easat-4600	115	3	strives	strive	VERB
easat-4600	115	4	to	to	PART
easat-4600	115	5	optimize	optimize	VERB
easat-4600	115	6	the	the	DET
easat-4600	115	7	electricity	electricity	NOUN
easat-4600	115	8	system	system	NOUN
easat-4600	115	9	comprehensively	comprehensively	ADV
easat-4600	115	10	,	,	PUNCT
easat-4600	115	11	transitioning	transition	VERB
easat-4600	115	12	towards	towards	ADP
easat-4600	115	13	a	a	DET
easat-4600	115	14	low	low	ADJ
easat-4600	115	15	-	-	PUNCT
easat-4600	115	16	carbon	carbon	NOUN
easat-4600	115	17	,	,	PUNCT
easat-4600	115	18	efficient	efficient	ADJ
easat-4600	115	19	,	,	PUNCT
easat-4600	115	20	and	and	CCONJ
easat-4600	115	21	sustainable	sustainable	ADJ
easat-4600	115	22	energy	energy	NOUN
easat-4600	115	23	system	system	NOUN
easat-4600	115	24	.	.	PUNCT
easat-4600	116	1	798	798	NUM
easat-4600	116	2	edelweiss	edelweiss	PROPN
easat-4600	116	3	applied	apply	VERB
easat-4600	116	4	science	science	NOUN
easat-4600	116	5	and	and	CCONJ
easat-4600	116	6	technology	technology	NOUN
easat-4600	116	7	issn	issn	PROPN
easat-4600	116	8	:	:	PUNCT
easat-4600	116	9	2576	2576	NUM
easat-4600	116	10	-	-	SYM
easat-4600	116	11	8484	8484	NUM
easat-4600	116	12	vol	vol	NOUN
easat-4600	116	13	.	.	PROPN
easat-4600	117	1	9	9	NUM
easat-4600	117	2	,	,	PUNCT
easat-4600	117	3	no	no	INTJ
easat-4600	117	4	.	.	NOUN
easat-4600	117	5	2	2	NUM
easat-4600	117	6	:	:	PUNCT
easat-4600	117	7	793	793	NUM
easat-4600	117	8	-	-	SYM
easat-4600	117	9	814	814	NUM
easat-4600	117	10	,	,	PUNCT
easat-4600	117	11	2025	2025	NUM
easat-4600	117	12	doi	doi	NOUN
easat-4600	117	13	:	:	PUNCT
easat-4600	117	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	117	15	©	©	PROPN
easat-4600	117	16	2025	2025	NUM
easat-4600	117	17	by	by	ADP
easat-4600	117	18	the	the	DET
easat-4600	117	19	authors	author	NOUN
easat-4600	117	20	;	;	PUNCT
easat-4600	117	21	licensee	licensee	PROPN
easat-4600	117	22	learning	learn	VERB
easat-4600	117	23	gate	gate	NOUN
easat-4600	117	24	table	table	NOUN
easat-4600	117	25	1	1	NUM
easat-4600	117	26	.	.	PUNCT
easat-4600	117	27	key	key	ADJ
easat-4600	117	28	scenario	scenario	NOUN
easat-4600	117	29	descriptions	description	NOUN
easat-4600	117	30	.	.	PUNCT
easat-4600	118	1	scenarios	scenario	NOUN
easat-4600	118	2	description	description	NOUN
easat-4600	118	3	key	key	NOUN
easat-4600	118	4	features	feature	NOUN
easat-4600	118	5	baseline	baseline	PROPN
easat-4600	118	6	scenario	scenario	PROPN
easat-4600	118	7	(	(	PUNCT
easat-4600	118	8	bau	bau	PROPN
easat-4600	118	9	)	)	PUNCT
easat-4600	118	10	assumes	assume	VERB
easat-4600	118	11	current	current	ADJ
easat-4600	118	12	policies	policy	NOUN
easat-4600	118	13	,	,	PUNCT
easat-4600	118	14	technologies	technology	NOUN
easat-4600	118	15	,	,	PUNCT
easat-4600	118	16	and	and	CCONJ
easat-4600	118	17	installed	instal	VERB
easat-4600	118	18	renewable	renewable	ADJ
easat-4600	118	19	energy	energy	NOUN
easat-4600	118	20	capacities	capacity	NOUN
easat-4600	118	21	remain	remain	VERB
easat-4600	118	22	unchanged	unchanged	ADJ
easat-4600	118	23	.	.	PUNCT
easat-4600	119	1	as	as	SCONJ
easat-4600	119	2	electricity	electricity	NOUN
easat-4600	119	3	demand	demand	NOUN
easat-4600	119	4	grows	grow	VERB
easat-4600	119	5	and	and	CCONJ
easat-4600	119	6	renewable	renewable	ADJ
easat-4600	119	7	energy	energy	NOUN
easat-4600	119	8	increases	increase	NOUN
easat-4600	119	9	are	be	AUX
easat-4600	119	10	limited	limited	ADJ
easat-4600	119	11	,	,	PUNCT
easat-4600	119	12	coal	coal	NOUN
easat-4600	119	13	-	-	PUNCT
easat-4600	119	14	fired	fire	VERB
easat-4600	119	15	power	power	NOUN
easat-4600	119	16	capacity	capacity	NOUN
easat-4600	119	17	needs	need	VERB
easat-4600	119	18	moderate	moderate	ADJ
easat-4600	119	19	expansion	expansion	NOUN
easat-4600	119	20	to	to	PART
easat-4600	119	21	meet	meet	VERB
easat-4600	119	22	the	the	DET
easat-4600	119	23	demand	demand	NOUN
easat-4600	119	24	.	.	PUNCT
easat-4600	120	1	renewable	renewable	ADJ
easat-4600	120	2	energy	energy	NOUN
easat-4600	120	3	capacity	capacity	NOUN
easat-4600	120	4	:	:	PUNCT
easat-4600	120	5	limited	limited	ADJ
easat-4600	120	6	increase	increase	NOUN
easat-4600	120	7	.	.	PUNCT
easat-4600	121	1	coal	coal	NOUN
easat-4600	121	2	-	-	PUNCT
easat-4600	121	3	fired	fire	VERB
easat-4600	121	4	power	power	NOUN
easat-4600	121	5	capacity	capacity	NOUN
easat-4600	121	6	:	:	PUNCT
easat-4600	121	7	to	to	PART
easat-4600	121	8	meet	meet	VERB
easat-4600	121	9	the	the	DET
easat-4600	121	10	electricity	electricity	NOUN
easat-4600	121	11	balance	balance	NOUN
easat-4600	121	12	needs	need	NOUN
easat-4600	121	13	.	.	PUNCT
easat-4600	122	1	efficiency	efficiency	NOUN
easat-4600	122	2	:	:	PUNCT
easat-4600	122	3	no	no	DET
easat-4600	122	4	improvement	improvement	NOUN
easat-4600	122	5	.	.	PUNCT
easat-4600	123	1	energy	energy	NOUN
easat-4600	123	2	storage	storage	NOUN
easat-4600	123	3	:	:	PUNCT
easat-4600	123	4	no	no	DET
easat-4600	123	5	increase	increase	NOUN
easat-4600	123	6	.	.	PUNCT
easat-4600	124	1	renewable	renewable	ADJ
easat-4600	124	2	energy	energy	NOUN
easat-4600	124	3	policy	policy	NOUN
easat-4600	124	4	scenario	scenario	NOUN
easat-4600	124	5	(	(	PUNCT
easat-4600	124	6	res	re	NOUN
easat-4600	124	7	)	)	PUNCT
easat-4600	124	8	significant	significant	ADJ
easat-4600	124	9	increase	increase	NOUN
easat-4600	124	10	in	in	ADP
easat-4600	124	11	wind	wind	NOUN
easat-4600	124	12	and	and	CCONJ
easat-4600	124	13	solar	solar	ADJ
easat-4600	124	14	capacity	capacity	NOUN
easat-4600	124	15	,	,	PUNCT
easat-4600	124	16	prioritizing	prioritize	VERB
easat-4600	124	17	renewable	renewable	ADJ
easat-4600	124	18	energy	energy	NOUN
easat-4600	124	19	utilization	utilization	NOUN
easat-4600	124	20	and	and	CCONJ
easat-4600	124	21	reducing	reduce	VERB
easat-4600	124	22	coal	coal	NOUN
easat-4600	124	23	power	power	NOUN
easat-4600	124	24	output	output	NOUN
easat-4600	124	25	.	.	PUNCT
easat-4600	125	1	renewable	renewable	ADJ
easat-4600	125	2	energy	energy	NOUN
easat-4600	125	3	capacity	capacity	NOUN
easat-4600	125	4	:	:	PUNCT
easat-4600	125	5	increased	increase	VERB
easat-4600	125	6	according	accord	VERB
easat-4600	125	7	to	to	ADP
easat-4600	125	8	the	the	DET
easat-4600	125	9	government	government	NOUN
easat-4600	125	10	’s	’s	PART
easat-4600	125	11	medium	medium	ADJ
easat-4600	125	12	and	and	CCONJ
easat-4600	125	13	long	long	ADJ
easat-4600	125	14	-	-	PUNCT
easat-4600	125	15	term	term	NOUN
easat-4600	125	16	plans	plan	NOUN
easat-4600	125	17	[	[	X
easat-4600	125	18	32	32	NUM
easat-4600	125	19	]	]	PUNCT
easat-4600	125	20	.	.	PUNCT
easat-4600	126	1	coal	coal	NOUN
easat-4600	126	2	-	-	PUNCT
easat-4600	126	3	fired	fire	VERB
easat-4600	126	4	power	power	NOUN
easat-4600	126	5	capacity	capacity	NOUN
easat-4600	126	6	:	:	PUNCT
easat-4600	126	7	reduce	reduce	VERB
easat-4600	126	8	increase	increase	NOUN
easat-4600	126	9	rates	rate	NOUN
easat-4600	126	10	according	accord	VERB
easat-4600	126	11	to	to	ADP
easat-4600	126	12	the	the	DET
easat-4600	126	13	government	government	NOUN
easat-4600	126	14	’s	’s	PART
easat-4600	126	15	plans	plan	NOUN
easat-4600	126	16	[	[	X
easat-4600	126	17	5	5	NUM
easat-4600	126	18	]	]	PUNCT
easat-4600	126	19	.	.	PUNCT
easat-4600	127	1	efficiency	efficiency	NOUN
easat-4600	127	2	:	:	PUNCT
easat-4600	127	3	refer	refer	VERB
easat-4600	127	4	to	to	ADP
easat-4600	127	5	bau	bau	PROPN
easat-4600	127	6	.	.	PROPN
easat-4600	128	1	energy	energy	NOUN
easat-4600	128	2	storage	storage	NOUN
easat-4600	128	3	:	:	PUNCT
easat-4600	128	4	refer	refer	VERB
easat-4600	128	5	to	to	ADP
easat-4600	128	6	bau	bau	PROPN
easat-4600	128	7	.	.	PROPN
easat-4600	128	8	high	high	ADJ
easat-4600	128	9	efficiency	efficiency	NOUN
easat-4600	128	10	scenario	scenario	NOUN
easat-4600	128	11	(	(	PUNCT
easat-4600	128	12	hef	hef	NOUN
easat-4600	128	13	)	)	PUNCT
easat-4600	128	14	improvement	improvement	NOUN
easat-4600	128	15	in	in	ADP
easat-4600	128	16	coal	coal	NOUN
easat-4600	128	17	-	-	PUNCT
easat-4600	128	18	fired	fire	VERB
easat-4600	128	19	and	and	CCONJ
easat-4600	128	20	renewable	renewable	ADJ
easat-4600	128	21	power	power	NOUN
easat-4600	128	22	generation	generation	NOUN
easat-4600	128	23	efficiency	efficiency	NOUN
easat-4600	128	24	to	to	PART
easat-4600	128	25	reduce	reduce	VERB
easat-4600	128	26	coal	coal	NOUN
easat-4600	128	27	consumption	consumption	NOUN
easat-4600	128	28	per	per	ADP
easat-4600	128	29	unit	unit	NOUN
easat-4600	128	30	of	of	ADP
easat-4600	128	31	electricity	electricity	NOUN
easat-4600	128	32	and	and	CCONJ
easat-4600	128	33	enhance	enhance	VERB
easat-4600	128	34	operational	operational	ADJ
easat-4600	128	35	efficiency	efficiency	NOUN
easat-4600	128	36	.	.	PUNCT
easat-4600	129	1	renewable	renewable	ADJ
easat-4600	129	2	energy	energy	NOUN
easat-4600	129	3	capacity	capacity	NOUN
easat-4600	129	4	:	:	PUNCT
easat-4600	129	5	increased	increase	VERB
easat-4600	129	6	according	accord	VERB
easat-4600	129	7	to	to	ADP
easat-4600	129	8	the	the	DET
easat-4600	129	9	government	government	NOUN
easat-4600	129	10	’s	’s	PART
easat-4600	129	11	shortterm	shortterm	PROPN
easat-4600	129	12	plans	plan	NOUN
easat-4600	129	13	[	[	X
easat-4600	129	14	4	4	NUM
easat-4600	129	15	]	]	PUNCT
easat-4600	129	16	.	.	PUNCT
easat-4600	130	1	coal	coal	NOUN
easat-4600	130	2	-	-	PUNCT
easat-4600	130	3	fired	fire	VERB
easat-4600	130	4	power	power	NOUN
easat-4600	130	5	capacity	capacity	NOUN
easat-4600	130	6	:	:	PUNCT
easat-4600	130	7	reduce	reduce	VERB
easat-4600	130	8	increase	increase	NOUN
easat-4600	130	9	rates	rate	NOUN
easat-4600	130	10	according	accord	VERB
easat-4600	130	11	to	to	ADP
easat-4600	130	12	the	the	DET
easat-4600	130	13	government	government	NOUN
easat-4600	130	14	’s	’s	PART
easat-4600	130	15	plans	plan	NOUN
easat-4600	130	16	[	[	X
easat-4600	130	17	5	5	NUM
easat-4600	130	18	]	]	PUNCT
easat-4600	130	19	.	.	PUNCT
easat-4600	131	1	efficiency	efficiency	NOUN
easat-4600	131	2	:	:	PUNCT
easat-4600	131	3	significant	significant	ADJ
easat-4600	131	4	improvement	improvement	NOUN
easat-4600	131	5	in	in	ADP
easat-4600	131	6	coal	coal	NOUN
easat-4600	131	7	-	-	PUNCT
easat-4600	131	8	fired	fire	VERB
easat-4600	131	9	and	and	CCONJ
easat-4600	131	10	renewable	renewable	ADJ
easat-4600	131	11	energy	energy	NOUN
easat-4600	131	12	technologies	technology	NOUN
easat-4600	131	13	according	accord	VERB
easat-4600	131	14	to	to	ADP
easat-4600	131	15	the	the	DET
easat-4600	131	16	government	government	NOUN
easat-4600	131	17	’s	’s	PART
easat-4600	131	18	plans	plan	NOUN
easat-4600	131	19	.	.	PUNCT
easat-4600	132	1	energy	energy	NOUN
easat-4600	132	2	storage	storage	NOUN
easat-4600	132	3	:	:	PUNCT
easat-4600	132	4	refer	refer	VERB
easat-4600	132	5	to	to	ADP
easat-4600	132	6	bau	bau	PROPN
easat-4600	132	7	scenario	scenario	PROPN
easat-4600	132	8	.	.	PUNCT
easat-4600	133	1	high	high	ADJ
easat-4600	133	2	storage	storage	PROPN
easat-4600	133	3	scenario	scenario	NOUN
easat-4600	133	4	(	(	PUNCT
easat-4600	133	5	hst	hst	PROPN
easat-4600	133	6	)	)	PUNCT
easat-4600	133	7	increased	increase	VERB
easat-4600	133	8	energy	energy	NOUN
easat-4600	133	9	storage	storage	NOUN
easat-4600	133	10	capacity	capacity	NOUN
easat-4600	133	11	and	and	CCONJ
easat-4600	133	12	efficiency	efficiency	NOUN
easat-4600	133	13	to	to	PART
easat-4600	133	14	enhance	enhance	VERB
easat-4600	133	15	peak	peak	NOUN
easat-4600	133	16	-	-	PUNCT
easat-4600	133	17	shaving	shave	VERB
easat-4600	133	18	and	and	CCONJ
easat-4600	133	19	further	far	ADV
easat-4600	133	20	reduce	reduce	VERB
easat-4600	133	21	coal	coal	NOUN
easat-4600	133	22	power	power	NOUN
easat-4600	133	23	output	output	NOUN
easat-4600	133	24	.	.	PUNCT
easat-4600	134	1	renewable	renewable	ADJ
easat-4600	134	2	energy	energy	NOUN
easat-4600	134	3	capacity	capacity	NOUN
easat-4600	134	4	:	:	PUNCT
easat-4600	134	5	increased	increase	VERB
easat-4600	134	6	according	accord	VERB
easat-4600	134	7	to	to	ADP
easat-4600	134	8	the	the	DET
easat-4600	134	9	government	government	NOUN
easat-4600	134	10	’s	’s	PART
easat-4600	134	11	shortterm	shortterm	PROPN
easat-4600	134	12	plans	plan	NOUN
easat-4600	134	13	.	.	PUNCT
easat-4600	135	1	coal	coal	NOUN
easat-4600	135	2	-	-	PUNCT
easat-4600	135	3	fired	fire	VERB
easat-4600	135	4	power	power	NOUN
easat-4600	135	5	capacity	capacity	NOUN
easat-4600	135	6	:	:	PUNCT
easat-4600	135	7	reduce	reduce	VERB
easat-4600	135	8	utilization	utilization	NOUN
easat-4600	135	9	rates	rate	NOUN
easat-4600	135	10	.	.	PUNCT
easat-4600	136	1	efficiency	efficiency	NOUN
easat-4600	136	2	:	:	PUNCT
easat-4600	136	3	refer	refer	VERB
easat-4600	136	4	to	to	ADP
easat-4600	136	5	bau	bau	PROPN
easat-4600	136	6	.	.	PUNCT
easat-4600	136	7	-energy	-energy	PROPN
easat-4600	136	8	storage	storage	NOUN
easat-4600	136	9	:	:	PUNCT
easat-4600	136	10	gradually	gradually	ADV
easat-4600	136	11	increased	increase	VERB
easat-4600	136	12	according	accord	VERB
easat-4600	136	13	to	to	ADP
easat-4600	136	14	the	the	DET
easat-4600	136	15	government	government	NOUN
easat-4600	136	16	’s	’s	PART
easat-4600	136	17	medium	medium	ADJ
easat-4600	136	18	and	and	CCONJ
easat-4600	136	19	long	long	ADJ
easat-4600	136	20	-	-	PUNCT
easat-4600	136	21	term	term	NOUN
easat-4600	136	22	plans	plan	NOUN
easat-4600	136	23	[	[	X
easat-4600	136	24	33	33	NUM
easat-4600	136	25	]	]	PUNCT
easat-4600	136	26	.	.	PUNCT
easat-4600	137	1	comprehensive	comprehensive	ADJ
easat-4600	137	2	optimization	optimization	NOUN
easat-4600	137	3	scenario	scenario	NOUN
easat-4600	137	4	(	(	PUNCT
easat-4600	137	5	cop	cop	NOUN
easat-4600	137	6	)	)	PUNCT
easat-4600	137	7	combines	combine	VERB
easat-4600	137	8	high	high	ADJ
easat-4600	137	9	renewable	renewable	ADJ
easat-4600	137	10	,	,	PUNCT
easat-4600	137	11	high	high	ADJ
easat-4600	137	12	storage	storage	NOUN
easat-4600	137	13	,	,	PUNCT
easat-4600	137	14	and	and	CCONJ
easat-4600	137	15	high	high	ADJ
easat-4600	137	16	-	-	PUNCT
easat-4600	137	17	efficiency	efficiency	NOUN
easat-4600	137	18	coal	coal	NOUN
easat-4600	137	19	scenarios	scenario	NOUN
easat-4600	137	20	to	to	PART
easat-4600	137	21	maximize	maximize	VERB
easat-4600	137	22	renewable	renewable	ADJ
easat-4600	137	23	energy	energy	NOUN
easat-4600	137	24	utilization	utilization	NOUN
easat-4600	137	25	and	and	CCONJ
easat-4600	137	26	minimize	minimize	VERB
easat-4600	137	27	coal	coal	NOUN
easat-4600	137	28	power	power	NOUN
easat-4600	137	29	output	output	NOUN
easat-4600	137	30	.	.	PUNCT
easat-4600	138	1	renewable	renewable	ADJ
easat-4600	138	2	energy	energy	NOUN
easat-4600	138	3	capacity	capacity	NOUN
easat-4600	138	4	:	:	PUNCT
easat-4600	138	5	increased	increase	VERB
easat-4600	138	6	according	accord	VERB
easat-4600	138	7	to	to	ADP
easat-4600	138	8	the	the	DET
easat-4600	138	9	government	government	NOUN
easat-4600	138	10	’s	’s	PART
easat-4600	138	11	medium	medium	ADJ
easat-4600	138	12	and	and	CCONJ
easat-4600	138	13	long	long	ADJ
easat-4600	138	14	-	-	PUNCT
easat-4600	138	15	term	term	NOUN
easat-4600	138	16	plans	plan	NOUN
easat-4600	138	17	.	.	PUNCT
easat-4600	139	1	coal	coal	NOUN
easat-4600	139	2	-	-	PUNCT
easat-4600	139	3	fired	fire	VERB
easat-4600	139	4	power	power	NOUN
easat-4600	139	5	capacity	capacity	NOUN
easat-4600	139	6	:	:	PUNCT
easat-4600	139	7	gradually	gradually	ADV
easat-4600	139	8	phase	phase	VERB
easat-4600	139	9	out	out	ADP
easat-4600	139	10	.	.	PUNCT
easat-4600	140	1	efficiency	efficiency	NOUN
easat-4600	140	2	:	:	PUNCT
easat-4600	140	3	significant	significant	ADJ
easat-4600	140	4	improvement	improvement	NOUN
easat-4600	140	5	in	in	ADP
easat-4600	140	6	coal	coal	NOUN
easat-4600	140	7	-	-	PUNCT
easat-4600	140	8	fired	fire	VERB
easat-4600	140	9	and	and	CCONJ
easat-4600	140	10	renewable	renewable	ADJ
easat-4600	140	11	energy	energy	NOUN
easat-4600	140	12	technologies	technology	NOUN
easat-4600	140	13	according	accord	VERB
easat-4600	140	14	to	to	ADP
easat-4600	140	15	the	the	DET
easat-4600	140	16	government	government	NOUN
easat-4600	140	17	’s	’s	PART
easat-4600	140	18	plans	plan	NOUN
easat-4600	140	19	.	.	PUNCT
easat-4600	141	1	energy	energy	NOUN
easat-4600	141	2	storage	storage	NOUN
easat-4600	141	3	:	:	PUNCT
easat-4600	141	4	gradually	gradually	ADV
easat-4600	141	5	increased	increase	VERB
easat-4600	141	6	according	accord	VERB
easat-4600	141	7	to	to	ADP
easat-4600	141	8	the	the	DET
easat-4600	141	9	government	government	NOUN
easat-4600	141	10	’s	’s	PART
easat-4600	141	11	medium	medium	ADJ
easat-4600	141	12	and	and	CCONJ
easat-4600	141	13	long	long	ADJ
easat-4600	141	14	-	-	PUNCT
easat-4600	141	15	term	term	NOUN
easat-4600	141	16	plans	plan	NOUN
easat-4600	141	17	[	[	X
easat-4600	141	18	33	33	NUM
easat-4600	141	19	]	]	PUNCT
easat-4600	141	20	.	.	PUNCT
easat-4600	142	1	2.3	2.3	NUM
easat-4600	142	2	.	.	PUNCT
easat-4600	143	1	key	key	ADJ
easat-4600	143	2	assumptions	assumption	NOUN
easat-4600	143	3	and	and	CCONJ
easat-4600	143	4	data	datum	NOUN
easat-4600	143	5	this	this	DET
easat-4600	143	6	study	study	NOUN
easat-4600	143	7	necessitates	necessitate	VERB
easat-4600	143	8	the	the	DET
easat-4600	143	9	gathering	gathering	NOUN
easat-4600	143	10	of	of	ADP
easat-4600	143	11	varied	varied	ADJ
easat-4600	143	12	data	datum	NOUN
easat-4600	143	13	,	,	PUNCT
easat-4600	143	14	encompassing	encompass	VERB
easat-4600	143	15	key	key	ADJ
easat-4600	143	16	assumptions	assumption	NOUN
easat-4600	143	17	,	,	PUNCT
easat-4600	143	18	electricity	electricity	NOUN
easat-4600	143	19	demands	demand	NOUN
easat-4600	143	20	,	,	PUNCT
easat-4600	143	21	load	load	NOUN
easat-4600	143	22	profiles	profile	NOUN
easat-4600	143	23	,	,	PUNCT
easat-4600	143	24	electricity	electricity	NOUN
easat-4600	143	25	generation	generation	NOUN
easat-4600	143	26	processes	process	NOUN
easat-4600	143	27	,	,	PUNCT
easat-4600	143	28	and	and	CCONJ
easat-4600	143	29	transmission	transmission	NOUN
easat-4600	143	30	and	and	CCONJ
easat-4600	143	31	distribution	distribution	NOUN
easat-4600	143	32	data	datum	NOUN
easat-4600	143	33	,	,	PUNCT
easat-4600	143	34	among	among	ADP
easat-4600	143	35	others	other	NOUN
easat-4600	143	36	.	.	PUNCT
easat-4600	144	1	the	the	DET
easat-4600	144	2	key	key	ADJ
easat-4600	144	3	assumption	assumption	NOUN
easat-4600	144	4	data	datum	NOUN
easat-4600	144	5	involve	involve	VERB
easat-4600	144	6	economic	economic	ADJ
easat-4600	144	7	growth	growth	NOUN
easat-4600	144	8	and	and	CCONJ
easat-4600	144	9	population	population	NOUN
easat-4600	144	10	change	change	NOUN
easat-4600	144	11	in	in	ADP
easat-4600	144	12	hunan	hunan	PROPN
easat-4600	144	13	province	province	PROPN
easat-4600	144	14	.	.	PUNCT
easat-4600	145	1	799	799	NUM
easat-4600	145	2	edelweiss	edelweiss	PROPN
easat-4600	145	3	applied	apply	VERB
easat-4600	145	4	science	science	NOUN
easat-4600	145	5	and	and	CCONJ
easat-4600	145	6	technology	technology	NOUN
easat-4600	145	7	issn	issn	PROPN
easat-4600	145	8	:	:	PUNCT
easat-4600	145	9	2576	2576	NUM
easat-4600	145	10	-	-	SYM
easat-4600	145	11	8484	8484	NUM
easat-4600	145	12	vol	vol	NOUN
easat-4600	145	13	.	.	PROPN
easat-4600	146	1	9	9	NUM
easat-4600	146	2	,	,	PUNCT
easat-4600	146	3	no	no	INTJ
easat-4600	146	4	.	.	NOUN
easat-4600	146	5	2	2	NUM
easat-4600	146	6	:	:	PUNCT
easat-4600	146	7	793	793	NUM
easat-4600	146	8	-	-	SYM
easat-4600	146	9	814	814	NUM
easat-4600	146	10	,	,	PUNCT
easat-4600	146	11	2025	2025	NUM
easat-4600	146	12	doi	doi	NOUN
easat-4600	146	13	:	:	PUNCT
easat-4600	146	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	146	15	©	©	PROPN
easat-4600	146	16	2025	2025	NUM
easat-4600	146	17	by	by	ADP
easat-4600	146	18	the	the	DET
easat-4600	146	19	authors	author	NOUN
easat-4600	146	20	;	;	PUNCT
easat-4600	146	21	licensee	licensee	PROPN
easat-4600	146	22	learning	learn	VERB
easat-4600	146	23	gate	gate	PROPN
easat-4600	146	24	2.3.1	2.3.1	PROPN
easat-4600	146	25	.	.	PUNCT
easat-4600	147	1	gdp	gdp	NOUN
easat-4600	147	2	assumption	assumption	NOUN
easat-4600	147	3	the	the	DET
easat-4600	147	4	historical	historical	ADJ
easat-4600	147	5	data	datum	NOUN
easat-4600	147	6	of	of	ADP
easat-4600	147	7	gdp	gdp	NOUN
easat-4600	147	8	can	can	AUX
easat-4600	147	9	be	be	AUX
easat-4600	147	10	collected	collect	VERB
easat-4600	147	11	in	in	ADP
easat-4600	147	12	the	the	DET
easat-4600	147	13	reference	reference	NOUN
easat-4600	147	14	[	[	X
easat-4600	147	15	34	34	NUM
easat-4600	147	16	]	]	PUNCT
easat-4600	147	17	.	.	PUNCT
easat-4600	148	1	the	the	DET
easat-4600	148	2	government	government	NOUN
easat-4600	148	3	report	report	NOUN
easat-4600	148	4	indicates	indicate	VERB
easat-4600	148	5	that	that	SCONJ
easat-4600	148	6	the	the	DET
easat-4600	148	7	province	province	NOUN
easat-4600	148	8	aims	aim	VERB
easat-4600	148	9	to	to	PART
easat-4600	148	10	achieve	achieve	VERB
easat-4600	148	11	an	an	DET
easat-4600	148	12	average	average	ADJ
easat-4600	148	13	annual	annual	ADJ
easat-4600	148	14	gdp	gdp	NOUN
easat-4600	148	15	growth	growth	NOUN
easat-4600	148	16	rate	rate	NOUN
easat-4600	148	17	of	of	ADP
easat-4600	148	18	over	over	ADP
easat-4600	148	19	6	6	NUM
easat-4600	148	20	%	%	NOUN
easat-4600	148	21	between	between	ADP
easat-4600	148	22	2020	2020	NUM
easat-4600	148	23	and	and	CCONJ
easat-4600	148	24	2025	2025	NUM
easat-4600	148	25	[	[	X
easat-4600	148	26	35	35	NUM
easat-4600	148	27	]	]	PUNCT
easat-4600	148	28	.	.	PUNCT
easat-4600	149	1	in	in	ADP
easat-4600	149	2	this	this	DET
easat-4600	149	3	research	research	NOUN
easat-4600	149	4	,	,	PUNCT
easat-4600	149	5	the	the	DET
easat-4600	149	6	gdp	gdp	NOUN
easat-4600	149	7	growth	growth	NOUN
easat-4600	149	8	rate	rate	NOUN
easat-4600	149	9	for	for	ADP
easat-4600	149	10	2023	2023	NUM
easat-4600	149	11	-	-	SYM
easat-4600	149	12	2035	2035	NUM
easat-4600	149	13	is	be	AUX
easat-4600	149	14	set	set	VERB
easat-4600	149	15	at	at	ADP
easat-4600	149	16	6.5	6.5	NUM
easat-4600	149	17	%	%	NOUN
easat-4600	149	18	according	accord	VERB
easat-4600	149	19	to	to	ADP
easat-4600	149	20	government	government	NOUN
easat-4600	149	21	report	report	NOUN
easat-4600	149	22	.	.	PUNCT
easat-4600	150	1	2.3.2	2.3.2	X
easat-4600	150	2	.	.	PUNCT
easat-4600	150	3	population	population	NOUN
easat-4600	150	4	assumption	assumption	NOUN
easat-4600	150	5	from	from	ADP
easat-4600	150	6	1995	1995	NUM
easat-4600	150	7	to	to	ADP
easat-4600	150	8	2020	2020	NUM
easat-4600	150	9	,	,	PUNCT
easat-4600	150	10	hunan	hunan	PROPN
easat-4600	150	11	province	province	PROPN
easat-4600	150	12	's	's	PART
easat-4600	150	13	population	population	NOUN
easat-4600	150	14	grew	grow	VERB
easat-4600	150	15	at	at	ADP
easat-4600	150	16	an	an	DET
easat-4600	150	17	average	average	ADJ
easat-4600	150	18	annual	annual	ADJ
easat-4600	150	19	rate	rate	NOUN
easat-4600	150	20	of	of	ADP
easat-4600	150	21	3.96	3.96	NUM
easat-4600	150	22	%	%	NOUN
easat-4600	150	23	.	.	PUNCT
easat-4600	151	1	however	however	ADV
easat-4600	151	2	,	,	PUNCT
easat-4600	151	3	since	since	SCONJ
easat-4600	151	4	2023	2023	NUM
easat-4600	151	5	,	,	PUNCT
easat-4600	151	6	with	with	ADP
easat-4600	151	7	a	a	DET
easat-4600	151	8	global	global	ADJ
easat-4600	151	9	population	population	NOUN
easat-4600	151	10	decline	decline	NOUN
easat-4600	151	11	and	and	CCONJ
easat-4600	151	12	economic	economic	ADJ
easat-4600	151	13	slowdown	slowdown	NOUN
easat-4600	151	14	,	,	PUNCT
easat-4600	151	15	the	the	DET
easat-4600	151	16	province	province	NOUN
easat-4600	151	17	has	have	AUX
easat-4600	151	18	shown	show	VERB
easat-4600	151	19	a	a	DET
easat-4600	151	20	trend	trend	NOUN
easat-4600	151	21	of	of	ADP
easat-4600	151	22	negative	negative	ADJ
easat-4600	151	23	population	population	NOUN
easat-4600	151	24	growth	growth	NOUN
easat-4600	151	25	.	.	PUNCT
easat-4600	152	1	to	to	PART
easat-4600	152	2	address	address	VERB
easat-4600	152	3	this	this	DET
easat-4600	152	4	issue	issue	NOUN
easat-4600	152	5	,	,	PUNCT
easat-4600	152	6	hunan	hunan	PROPN
easat-4600	152	7	has	have	AUX
easat-4600	152	8	implemented	implement	VERB
easat-4600	152	9	a	a	DET
easat-4600	152	10	three	three	NUM
easat-4600	152	11	-	-	PUNCT
easat-4600	152	12	child	child	NOUN
easat-4600	152	13	policy	policy	NOUN
easat-4600	152	14	[	[	X
easat-4600	152	15	36	36	NUM
easat-4600	152	16	]	]	PUNCT
easat-4600	152	17	.	.	PUNCT
easat-4600	153	1	given	give	VERB
easat-4600	153	2	these	these	DET
easat-4600	153	3	factors	factor	NOUN
easat-4600	153	4	,	,	PUNCT
easat-4600	153	5	the	the	DET
easat-4600	153	6	province	province	NOUN
easat-4600	153	7	's	's	PART
easat-4600	153	8	population	population	NOUN
easat-4600	153	9	growth	growth	NOUN
easat-4600	153	10	is	be	AUX
easat-4600	153	11	expected	expect	VERB
easat-4600	153	12	to	to	PART
easat-4600	153	13	remain	remain	VERB
easat-4600	153	14	low	low	ADJ
easat-4600	153	15	in	in	ADP
easat-4600	153	16	the	the	DET
easat-4600	153	17	future	future	NOUN
easat-4600	153	18	.	.	PUNCT
easat-4600	154	1	this	this	DET
easat-4600	154	2	study	study	NOUN
easat-4600	154	3	uses	use	VERB
easat-4600	154	4	the	the	DET
easat-4600	154	5	exponential	exponential	ADJ
easat-4600	154	6	smoothing	smoothing	NOUN
easat-4600	154	7	method	method	NOUN
easat-4600	154	8	[	[	X
easat-4600	154	9	37	37	NUM
easat-4600	154	10	]	]	PUNCT
easat-4600	154	11	to	to	PART
easat-4600	154	12	project	project	VERB
easat-4600	154	13	the	the	DET
easat-4600	154	14	population	population	NOUN
easat-4600	154	15	from	from	ADP
easat-4600	154	16	2023	2023	NUM
easat-4600	154	17	to	to	ADP
easat-4600	154	18	2035	2035	NUM
easat-4600	154	19	.	.	PUNCT
easat-4600	155	1	2.3.3	2.3.3	NUM
easat-4600	155	2	.	.	PUNCT
easat-4600	156	1	other	other	ADJ
easat-4600	156	2	data	datum	NOUN
easat-4600	156	3	consideration	consideration	NOUN
easat-4600	156	4	information	information	NOUN
easat-4600	156	5	regarding	regard	VERB
easat-4600	156	6	power	power	NOUN
easat-4600	156	7	generation	generation	NOUN
easat-4600	156	8	by	by	ADP
easat-4600	156	9	various	various	ADJ
easat-4600	156	10	energy	energy	NOUN
easat-4600	156	11	sources	source	NOUN
easat-4600	156	12	and	and	CCONJ
easat-4600	156	13	electricity	electricity	NOUN
easat-4600	156	14	-	-	PUNCT
easat-4600	156	15	generating	generate	VERB
easat-4600	156	16	capacities	capacity	NOUN
easat-4600	156	17	can	can	AUX
easat-4600	156	18	be	be	AUX
easat-4600	156	19	found	find	VERB
easat-4600	156	20	in	in	ADP
easat-4600	156	21	the	the	DET
easat-4600	156	22	reference	reference	NOUN
easat-4600	156	23	[	[	X
easat-4600	156	24	38	38	NUM
easat-4600	156	25	]	]	PUNCT
easat-4600	156	26	.	.	PUNCT
easat-4600	157	1	the	the	DET
easat-4600	157	2	target	target	NOUN
easat-4600	157	3	of	of	ADP
easat-4600	157	4	energy	energy	NOUN
easat-4600	157	5	installation	installation	NOUN
easat-4600	157	6	capacity	capacity	NOUN
easat-4600	157	7	is	be	AUX
easat-4600	157	8	available	available	ADJ
easat-4600	157	9	in	in	ADP
easat-4600	157	10	[	[	X
easat-4600	157	11	5	5	NUM
easat-4600	157	12	,	,	PUNCT
easat-4600	157	13	39	39	NUM
easat-4600	157	14	]	]	PUNCT
easat-4600	157	15	.	.	PUNCT
easat-4600	158	1	the	the	DET
easat-4600	158	2	detailed	detailed	ADJ
easat-4600	158	3	electricity	electricity	NOUN
easat-4600	158	4	load	load	NOUN
easat-4600	158	5	curve	curve	NOUN
easat-4600	158	6	data	datum	NOUN
easat-4600	158	7	for	for	ADP
easat-4600	158	8	hunan	hunan	PROPN
easat-4600	158	9	province	province	PROPN
easat-4600	158	10	can	can	AUX
easat-4600	158	11	be	be	AUX
easat-4600	158	12	obtained	obtain	VERB
easat-4600	158	13	from	from	ADP
easat-4600	158	14	china	china	PROPN
easat-4600	158	15	electricity	electricity	NOUN
easat-4600	158	16	council	council	NOUN
easat-4600	159	1	[	[	X
easat-4600	159	2	40	40	NUM
easat-4600	159	3	]	]	PUNCT
easat-4600	159	4	.	.	PUNCT
easat-4600	160	1	the	the	DET
easat-4600	160	2	data	datum	NOUN
easat-4600	160	3	relating	relate	VERB
easat-4600	160	4	to	to	ADP
easat-4600	160	5	the	the	DET
easat-4600	160	6	efficiency	efficiency	NOUN
easat-4600	160	7	of	of	ADP
easat-4600	160	8	power	power	NOUN
easat-4600	160	9	plant	plant	NOUN
easat-4600	160	10	technologies	technology	NOUN
easat-4600	160	11	are	be	AUX
easat-4600	160	12	available	available	ADJ
easat-4600	160	13	in	in	ADP
easat-4600	160	14	reference	reference	NOUN
easat-4600	160	15	[	[	X
easat-4600	160	16	1	1	NUM
easat-4600	160	17	]	]	PUNCT
easat-4600	160	18	.	.	PUNCT
easat-4600	161	1	the	the	DET
easat-4600	161	2	co2	co2	NOUN
easat-4600	161	3	emission	emission	NOUN
easat-4600	161	4	factors	factor	NOUN
easat-4600	161	5	associated	associate	VERB
easat-4600	161	6	with	with	ADP
easat-4600	161	7	the	the	DET
easat-4600	161	8	consumption	consumption	NOUN
easat-4600	161	9	of	of	ADP
easat-4600	161	10	different	different	ADJ
easat-4600	161	11	energy	energy	NOUN
easat-4600	161	12	types	type	NOUN
easat-4600	161	13	in	in	ADP
easat-4600	161	14	the	the	DET
easat-4600	161	15	electricity	electricity	NOUN
easat-4600	161	16	sector	sector	NOUN
easat-4600	161	17	are	be	AUX
easat-4600	161	18	primarily	primarily	ADV
easat-4600	161	19	sourced	source	VERB
easat-4600	161	20	from	from	ADP
easat-4600	161	21	the	the	DET
easat-4600	161	22	united	united	PROPN
easat-4600	161	23	nations	nations	PROPN
easat-4600	161	24	intergovernmental	intergovernmental	ADJ
easat-4600	161	25	panel	panel	NOUN
easat-4600	161	26	on	on	ADP
easat-4600	161	27	climate	climate	NOUN
easat-4600	161	28	change	change	NOUN
easat-4600	161	29	(	(	PUNCT
easat-4600	161	30	ipcc	ipcc	NOUN
easat-4600	161	31	)	)	PUNCT
easat-4600	161	32	sixth	sixth	ADJ
easat-4600	161	33	assessment	assessment	NOUN
easat-4600	161	34	report	report	NOUN
easat-4600	161	35	scenario	scenario	NOUN
easat-4600	161	36	database	database	NOUN
easat-4600	161	37	,	,	PUNCT
easat-4600	161	38	which	which	PRON
easat-4600	161	39	includes	include	VERB
easat-4600	161	40	data	datum	NOUN
easat-4600	161	41	for	for	ADP
easat-4600	161	42	asia	asia	PROPN
easat-4600	161	43	and	and	CCONJ
easat-4600	161	44	china	china	PROPN
easat-4600	162	1	[	[	X
easat-4600	162	2	41	41	NUM
easat-4600	162	3	]	]	PUNCT
easat-4600	162	4	.	.	PUNCT
easat-4600	163	1	3	3	X
easat-4600	163	2	.	.	NOUN
easat-4600	163	3	results	result	NOUN
easat-4600	163	4	and	and	CCONJ
easat-4600	163	5	discussion	discussion	NOUN
easat-4600	163	6	3.1	3.1	NUM
easat-4600	163	7	.	.	PUNCT
easat-4600	164	1	power	power	NOUN
easat-4600	164	2	demand	demand	NOUN
easat-4600	164	3	analysis	analysis	NOUN
easat-4600	164	4	the	the	DET
easat-4600	164	5	electricity	electricity	NOUN
easat-4600	164	6	consumption	consumption	NOUN
easat-4600	164	7	in	in	ADP
easat-4600	164	8	hunan	hunan	PROPN
easat-4600	164	9	province	province	PROPN
easat-4600	164	10	from	from	ADP
easat-4600	164	11	2023	2023	NUM
easat-4600	164	12	to	to	ADP
easat-4600	164	13	2035	2035	NUM
easat-4600	164	14	was	be	AUX
easat-4600	164	15	estimated	estimate	VERB
easat-4600	164	16	by	by	ADP
easat-4600	164	17	analyzing	analyze	VERB
easat-4600	164	18	consumption	consumption	NOUN
easat-4600	164	19	data	datum	NOUN
easat-4600	164	20	from	from	ADP
easat-4600	164	21	2015	2015	NUM
easat-4600	164	22	to	to	ADP
easat-4600	164	23	2022	2022	NUM
easat-4600	164	24	using	use	VERB
easat-4600	164	25	the	the	DET
easat-4600	164	26	elasticity	elasticity	NOUN
easat-4600	164	27	coefficient	coefficient	NOUN
easat-4600	164	28	method	method	NOUN
easat-4600	164	29	[	[	X
easat-4600	164	30	42	42	NUM
easat-4600	164	31	]	]	PUNCT
easat-4600	164	32	regression	regression	VERB
easat-4600	164	33	analysis	analysis	NOUN
easat-4600	164	34	[	[	X
easat-4600	164	35	43	43	NUM
easat-4600	164	36	]	]	PUNCT
easat-4600	164	37	and	and	CCONJ
easat-4600	164	38	the	the	DET
easat-4600	164	39	energy	energy	NOUN
easat-4600	164	40	consumption	consumption	NOUN
easat-4600	164	41	per	per	ADP
easat-4600	164	42	unit	unit	NOUN
easat-4600	164	43	of	of	ADP
easat-4600	164	44	output	output	NOUN
easat-4600	164	45	method	method	NOUN
easat-4600	164	46	[	[	X
easat-4600	164	47	44	44	NUM
easat-4600	164	48	]	]	PUNCT
easat-4600	164	49	.	.	PUNCT
easat-4600	165	1	growth	growth	NOUN
easat-4600	165	2	rates	rate	NOUN
easat-4600	165	3	were	be	AUX
easat-4600	165	4	adjusted	adjust	VERB
easat-4600	165	5	using	use	VERB
easat-4600	165	6	a	a	DET
easat-4600	165	7	weighted	weight	VERB
easat-4600	165	8	average	average	ADJ
easat-4600	165	9	method	method	NOUN
easat-4600	165	10	,	,	PUNCT
easat-4600	165	11	applying	apply	VERB
easat-4600	165	12	weight	weight	NOUN
easat-4600	165	13	ratios	ratio	NOUN
easat-4600	165	14	of	of	ADP
easat-4600	165	15	0.4:0.2:0.4	0.4:0.2:0.4	NUM
easat-4600	165	16	.	.	PUNCT
easat-4600	166	1	the	the	DET
easat-4600	166	2	findings	finding	NOUN
easat-4600	166	3	suggest	suggest	VERB
easat-4600	166	4	that	that	SCONJ
easat-4600	166	5	electricity	electricity	NOUN
easat-4600	166	6	consumption	consumption	NOUN
easat-4600	166	7	in	in	ADP
easat-4600	166	8	hunan	hunan	PROPN
easat-4600	166	9	province	province	PROPN
easat-4600	166	10	will	will	AUX
easat-4600	166	11	maintain	maintain	VERB
easat-4600	166	12	medium	medium	ADJ
easat-4600	166	13	to	to	ADP
easat-4600	166	14	high	high	ADJ
easat-4600	166	15	growth	growth	NOUN
easat-4600	166	16	,	,	PUNCT
easat-4600	166	17	reaching	reach	VERB
easat-4600	166	18	approximately	approximately	ADV
easat-4600	166	19	335	335	NUM
easat-4600	166	20	billion	billion	NUM
easat-4600	166	21	kilowatt	kilowatt	NOUN
easat-4600	166	22	-	-	PUNCT
easat-4600	166	23	hours	hour	NOUN
easat-4600	166	24	by	by	ADP
easat-4600	166	25	2030	2030	NUM
easat-4600	166	26	and	and	CCONJ
easat-4600	166	27	about	about	ADV
easat-4600	166	28	400	400	NUM
easat-4600	166	29	billion	billion	NUM
easat-4600	166	30	kilowatt	kilowatt	NOUN
easat-4600	166	31	-	-	PUNCT
easat-4600	166	32	hours	hour	NOUN
easat-4600	166	33	by	by	ADP
easat-4600	166	34	2035	2035	NUM
easat-4600	166	35	,	,	PUNCT
easat-4600	166	36	as	as	SCONJ
easat-4600	166	37	illustrated	illustrate	VERB
easat-4600	166	38	in	in	ADP
easat-4600	166	39	figure	figure	NOUN
easat-4600	166	40	2	2	NUM
easat-4600	166	41	.	.	SYM
easat-4600	166	42	800	800	NUM
easat-4600	166	43	edelweiss	edelweiss	PROPN
easat-4600	166	44	applied	apply	VERB
easat-4600	166	45	science	science	NOUN
easat-4600	166	46	and	and	CCONJ
easat-4600	166	47	technology	technology	NOUN
easat-4600	166	48	issn	issn	PROPN
easat-4600	166	49	:	:	PUNCT
easat-4600	166	50	2576	2576	NUM
easat-4600	166	51	-	-	SYM
easat-4600	166	52	8484	8484	NUM
easat-4600	166	53	vol	vol	NOUN
easat-4600	166	54	.	.	PROPN
easat-4600	167	1	9	9	NUM
easat-4600	167	2	,	,	PUNCT
easat-4600	167	3	no	no	INTJ
easat-4600	167	4	.	.	NOUN
easat-4600	167	5	2	2	NUM
easat-4600	167	6	:	:	PUNCT
easat-4600	167	7	793	793	NUM
easat-4600	167	8	-	-	SYM
easat-4600	167	9	814	814	NUM
easat-4600	167	10	,	,	PUNCT
easat-4600	167	11	2025	2025	NUM
easat-4600	167	12	doi	doi	NOUN
easat-4600	167	13	:	:	PUNCT
easat-4600	167	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	167	15	©	©	PROPN
easat-4600	167	16	2025	2025	NUM
easat-4600	167	17	by	by	ADP
easat-4600	167	18	the	the	DET
easat-4600	167	19	authors	author	NOUN
easat-4600	167	20	;	;	PUNCT
easat-4600	167	21	licensee	licensee	PROPN
easat-4600	167	22	learning	learn	VERB
easat-4600	167	23	gate	gate	NOUN
easat-4600	167	24	figure	figure	NOUN
easat-4600	167	25	2	2	NUM
easat-4600	167	26	.	.	PUNCT
easat-4600	167	27	electricity	electricity	NOUN
easat-4600	167	28	demand	demand	NOUN
easat-4600	167	29	prediction	prediction	NOUN
easat-4600	167	30	results	result	NOUN
easat-4600	167	31	in	in	ADP
easat-4600	167	32	hunan	hunan	PROPN
easat-4600	167	33	province	province	PROPN
easat-4600	167	34	from	from	ADP
easat-4600	167	35	2022	2022	NUM
easat-4600	167	36	to	to	ADP
easat-4600	167	37	2035	2035	NUM
easat-4600	167	38	.	.	PUNCT
easat-4600	168	1	based	base	VERB
easat-4600	168	2	on	on	ADP
easat-4600	168	3	the	the	DET
easat-4600	168	4	overall	overall	ADJ
easat-4600	168	5	electricity	electricity	NOUN
easat-4600	168	6	demand	demand	NOUN
easat-4600	168	7	forecast	forecast	NOUN
easat-4600	168	8	,	,	PUNCT
easat-4600	168	9	total	total	ADJ
easat-4600	168	10	demand	demand	NOUN
easat-4600	168	11	is	be	AUX
easat-4600	168	12	expected	expect	VERB
easat-4600	168	13	to	to	PART
easat-4600	168	14	increase	increase	VERB
easat-4600	168	15	steadily	steadily	ADV
easat-4600	168	16	,	,	PUNCT
easat-4600	168	17	driven	drive	VERB
easat-4600	168	18	primarily	primarily	ADV
easat-4600	168	19	by	by	ADP
easat-4600	168	20	growth	growth	NOUN
easat-4600	168	21	in	in	ADP
easat-4600	168	22	the	the	DET
easat-4600	168	23	tertiary	tertiary	ADJ
easat-4600	168	24	sector	sector	NOUN
easat-4600	168	25	and	and	CCONJ
easat-4600	168	26	residential	residential	ADJ
easat-4600	168	27	electricity	electricity	NOUN
easat-4600	168	28	consumption	consumption	NOUN
easat-4600	168	29	.	.	PUNCT
easat-4600	169	1	electricity	electricity	NOUN
easat-4600	169	2	demand	demand	NOUN
easat-4600	169	3	in	in	ADP
easat-4600	169	4	the	the	DET
easat-4600	169	5	tertiary	tertiary	ADJ
easat-4600	169	6	sector	sector	NOUN
easat-4600	169	7	is	be	AUX
easat-4600	169	8	projected	project	VERB
easat-4600	169	9	to	to	PART
easat-4600	169	10	grow	grow	VERB
easat-4600	169	11	significantly	significantly	ADV
easat-4600	169	12	,	,	PUNCT
easat-4600	169	13	increasing	increase	VERB
easat-4600	169	14	from	from	ADP
easat-4600	169	15	44.4	44.4	NUM
easat-4600	169	16	twh	twh	NOUN
easat-4600	169	17	in	in	ADP
easat-4600	169	18	2022	2022	NUM
easat-4600	169	19	to	to	ADP
easat-4600	169	20	142.1	142.1	NUM
easat-4600	169	21	twh	twh	NOUN
easat-4600	169	22	by	by	ADP
easat-4600	169	23	2035	2035	NUM
easat-4600	169	24	—	—	PUNCT
easat-4600	169	25	nearly	nearly	ADV
easat-4600	169	26	tripling	triple	VERB
easat-4600	169	27	—	—	PUNCT
easat-4600	169	28	and	and	CCONJ
easat-4600	169	29	becoming	become	VERB
easat-4600	169	30	the	the	DET
easat-4600	169	31	main	main	ADJ
easat-4600	169	32	driver	driver	NOUN
easat-4600	169	33	of	of	ADP
easat-4600	169	34	overall	overall	ADJ
easat-4600	169	35	demand	demand	NOUN
easat-4600	169	36	growth	growth	NOUN
easat-4600	169	37	.	.	PUNCT
easat-4600	170	1	meanwhile	meanwhile	ADV
easat-4600	170	2	,	,	PUNCT
easat-4600	170	3	residential	residential	ADJ
easat-4600	170	4	electricity	electricity	NOUN
easat-4600	170	5	demand	demand	NOUN
easat-4600	170	6	is	be	AUX
easat-4600	170	7	also	also	ADV
easat-4600	170	8	expected	expect	VERB
easat-4600	170	9	to	to	PART
easat-4600	170	10	rise	rise	VERB
easat-4600	170	11	steadily	steadily	ADV
easat-4600	170	12	,	,	PUNCT
easat-4600	170	13	from	from	ADP
easat-4600	170	14	64.1	64.1	NUM
easat-4600	170	15	twh	twh	NOUN
easat-4600	170	16	to	to	ADP
easat-4600	170	17	122.4	122.4	NUM
easat-4600	170	18	twh	twh	NOUN
easat-4600	170	19	,	,	PUNCT
easat-4600	170	20	reflecting	reflect	VERB
easat-4600	170	21	increased	increase	VERB
easat-4600	170	22	demand	demand	NOUN
easat-4600	170	23	driven	drive	VERB
easat-4600	170	24	by	by	ADP
easat-4600	170	25	population	population	NOUN
easat-4600	170	26	growth	growth	NOUN
easat-4600	170	27	and	and	CCONJ
easat-4600	170	28	improved	improve	VERB
easat-4600	170	29	living	living	NOUN
easat-4600	170	30	standards	standard	NOUN
easat-4600	170	31	.	.	PUNCT
easat-4600	171	1	in	in	ADP
easat-4600	171	2	contrast	contrast	NOUN
easat-4600	171	3	,	,	PUNCT
easat-4600	171	4	electricity	electricity	NOUN
easat-4600	171	5	demand	demand	NOUN
easat-4600	171	6	in	in	ADP
easat-4600	171	7	the	the	DET
easat-4600	171	8	primary	primary	ADJ
easat-4600	171	9	sector	sector	NOUN
easat-4600	171	10	shows	show	VERB
easat-4600	171	11	only	only	ADV
easat-4600	171	12	modest	modest	ADJ
easat-4600	171	13	growth	growth	NOUN
easat-4600	171	14	,	,	PUNCT
easat-4600	171	15	rising	rise	VERB
easat-4600	171	16	from	from	ADP
easat-4600	171	17	2.7	2.7	NUM
easat-4600	171	18	twh	twh	NOUN
easat-4600	171	19	to	to	ADP
easat-4600	171	20	4.7	4.7	NUM
easat-4600	171	21	twh	twh	NOUN
easat-4600	171	22	,	,	PUNCT
easat-4600	171	23	with	with	ADP
easat-4600	171	24	little	little	ADJ
easat-4600	171	25	significant	significant	ADJ
easat-4600	171	26	change	change	NOUN
easat-4600	171	27	.	.	PUNCT
easat-4600	172	1	demand	demand	NOUN
easat-4600	172	2	in	in	ADP
easat-4600	172	3	the	the	DET
easat-4600	172	4	secondary	secondary	ADJ
easat-4600	172	5	sector	sector	NOUN
easat-4600	172	6	,	,	PUNCT
easat-4600	172	7	while	while	SCONJ
easat-4600	172	8	continuing	continue	VERB
easat-4600	172	9	to	to	PART
easat-4600	172	10	grow	grow	VERB
easat-4600	172	11	,	,	PUNCT
easat-4600	172	12	is	be	AUX
easat-4600	172	13	slowing	slow	VERB
easat-4600	172	14	,	,	PUNCT
easat-4600	172	15	with	with	ADP
easat-4600	172	16	projections	projection	NOUN
easat-4600	172	17	indicating	indicate	VERB
easat-4600	172	18	an	an	DET
easat-4600	172	19	increase	increase	NOUN
easat-4600	172	20	from	from	ADP
easat-4600	172	21	112.3	112.3	NUM
easat-4600	172	22	twh	twh	NOUN
easat-4600	172	23	in	in	ADP
easat-4600	172	24	2022	2022	NUM
easat-4600	172	25	to	to	ADP
easat-4600	172	26	130.8	130.8	NUM
easat-4600	172	27	twh	twh	NOUN
easat-4600	172	28	by	by	ADP
easat-4600	172	29	2035	2035	NUM
easat-4600	172	30	,	,	PUNCT
easat-4600	172	31	suggesting	suggest	VERB
easat-4600	172	32	a	a	DET
easat-4600	172	33	gradual	gradual	ADJ
easat-4600	172	34	stabilization	stabilization	NOUN
easat-4600	172	35	in	in	ADP
easat-4600	172	36	the	the	DET
easat-4600	172	37	sector	sector	NOUN
easat-4600	172	38	's	's	PART
easat-4600	172	39	reliance	reliance	NOUN
easat-4600	172	40	on	on	ADP
easat-4600	172	41	electricity	electricity	NOUN
easat-4600	172	42	.	.	PUNCT
easat-4600	173	1	overall	overall	ADJ
easat-4600	173	2	,	,	PUNCT
easat-4600	173	3	future	future	ADJ
easat-4600	173	4	electricity	electricity	NOUN
easat-4600	173	5	demand	demand	NOUN
easat-4600	173	6	growth	growth	NOUN
easat-4600	173	7	will	will	AUX
easat-4600	173	8	primarily	primarily	ADV
easat-4600	173	9	stem	stem	VERB
easat-4600	173	10	from	from	ADP
easat-4600	173	11	the	the	DET
easat-4600	173	12	tertiary	tertiary	ADJ
easat-4600	173	13	sector	sector	NOUN
easat-4600	173	14	and	and	CCONJ
easat-4600	173	15	residential	residential	ADJ
easat-4600	173	16	consumption	consumption	NOUN
easat-4600	173	17	,	,	PUNCT
easat-4600	173	18	while	while	SCONJ
easat-4600	173	19	the	the	DET
easat-4600	173	20	primary	primary	ADJ
easat-4600	173	21	and	and	CCONJ
easat-4600	173	22	secondary	secondary	ADJ
easat-4600	173	23	sectors	sector	NOUN
easat-4600	173	24	will	will	AUX
easat-4600	173	25	experience	experience	VERB
easat-4600	173	26	relatively	relatively	ADV
easat-4600	173	27	smaller	small	ADJ
easat-4600	173	28	increases	increase	NOUN
easat-4600	173	29	.	.	PUNCT
easat-4600	174	1	this	this	PRON
easat-4600	174	2	underscores	underscore	VERB
easat-4600	174	3	the	the	DET
easat-4600	174	4	importance	importance	NOUN
easat-4600	174	5	of	of	ADP
easat-4600	174	6	rising	rise	VERB
easat-4600	174	7	service	service	NOUN
easat-4600	174	8	industry	industry	NOUN
easat-4600	174	9	and	and	CCONJ
easat-4600	174	10	residential	residential	ADJ
easat-4600	174	11	demand	demand	NOUN
easat-4600	174	12	as	as	ADP
easat-4600	174	13	key	key	ADJ
easat-4600	174	14	considerations	consideration	NOUN
easat-4600	174	15	in	in	ADP
easat-4600	174	16	the	the	DET
easat-4600	174	17	planning	planning	NOUN
easat-4600	174	18	and	and	CCONJ
easat-4600	174	19	operation	operation	NOUN
easat-4600	174	20	of	of	ADP
easat-4600	174	21	future	future	ADJ
easat-4600	174	22	electricity	electricity	NOUN
easat-4600	174	23	systems	system	NOUN
easat-4600	174	24	.	.	PUNCT
easat-4600	175	1	3.2	3.2	NUM
easat-4600	175	2	.	.	PUNCT
easat-4600	175	3	electricity	electricity	NOUN
easat-4600	175	4	production	production	NOUN
easat-4600	175	5	and	and	CCONJ
easat-4600	175	6	structure	structure	NOUN
easat-4600	175	7	figure	figure	NOUN
easat-4600	175	8	3	3	NUM
easat-4600	175	9	illustrates	illustrate	VERB
easat-4600	175	10	electricity	electricity	NOUN
easat-4600	175	11	generation	generation	NOUN
easat-4600	175	12	by	by	ADP
easat-4600	175	13	fuel	fuel	NOUN
easat-4600	175	14	type	type	NOUN
easat-4600	175	15	across	across	ADP
easat-4600	175	16	five	five	NUM
easat-4600	175	17	scenarios	scenario	NOUN
easat-4600	175	18	—	—	PUNCT
easat-4600	175	19	bau	bau	NOUN
easat-4600	175	20	,	,	PUNCT
easat-4600	175	21	res	re	NOUN
easat-4600	175	22	,	,	PUNCT
easat-4600	175	23	hef	hef	PROPN
easat-4600	175	24	,	,	PUNCT
easat-4600	175	25	hst	hst	PROPN
easat-4600	175	26	,	,	PUNCT
easat-4600	175	27	and	and	CCONJ
easat-4600	175	28	cop	cop	NOUN
easat-4600	175	29	—	—	PUNCT
easat-4600	175	30	projected	project	VERB
easat-4600	175	31	for	for	ADP
easat-4600	175	32	the	the	DET
easat-4600	175	33	period	period	NOUN
easat-4600	175	34	from	from	ADP
easat-4600	175	35	2022	2022	NUM
easat-4600	175	36	to	to	ADP
easat-4600	175	37	2035	2035	NUM
easat-4600	175	38	.	.	PUNCT
easat-4600	176	1	electricity	electricity	NOUN
easat-4600	176	2	generation	generation	NOUN
easat-4600	176	3	is	be	AUX
easat-4600	176	4	expected	expect	VERB
easat-4600	176	5	to	to	PART
easat-4600	176	6	rise	rise	VERB
easat-4600	176	7	significantly	significantly	ADV
easat-4600	176	8	from	from	ADP
easat-4600	176	9	223.5	223.5	NUM
easat-4600	176	10	twh	twh	NOUN
easat-4600	176	11	in	in	ADP
easat-4600	176	12	2022	2022	NUM
easat-4600	176	13	to	to	ADP
easat-4600	176	14	over	over	ADP
easat-4600	176	15	400	400	NUM
easat-4600	176	16	twh	twh	NOUN
easat-4600	176	17	in	in	ADP
easat-4600	176	18	2035	2035	NUM
easat-4600	176	19	across	across	ADP
easat-4600	176	20	all	all	DET
easat-4600	176	21	scenarios	scenario	NOUN
easat-4600	176	22	,	,	PUNCT
easat-4600	176	23	driven	drive	VERB
easat-4600	176	24	by	by	ADP
easat-4600	176	25	increasing	increase	VERB
easat-4600	176	26	electricity	electricity	NOUN
easat-4600	176	27	demand	demand	NOUN
easat-4600	176	28	and	and	CCONJ
easat-4600	176	29	varying	vary	VERB
easat-4600	176	30	renewable	renewable	ADJ
easat-4600	176	31	energy	energy	NOUN
easat-4600	176	32	expansion	expansion	NOUN
easat-4600	176	33	strategies	strategy	NOUN
easat-4600	176	34	.	.	PUNCT
easat-4600	177	1	under	under	ADP
easat-4600	177	2	the	the	DET
easat-4600	177	3	bau	bau	PROPN
easat-4600	177	4	scenario	scenario	PROPN
easat-4600	177	5	,	,	PUNCT
easat-4600	177	6	coal	coal	NOUN
easat-4600	177	7	-	-	PUNCT
easat-4600	177	8	fired	fire	VERB
easat-4600	177	9	power	power	NOUN
easat-4600	177	10	generation	generation	NOUN
easat-4600	177	11	sees	see	VERB
easat-4600	177	12	the	the	DET
easat-4600	177	13	largest	large	ADJ
easat-4600	177	14	increase	increase	NOUN
easat-4600	177	15	,	,	PUNCT
easat-4600	177	16	growing	grow	VERB
easat-4600	177	17	from	from	ADP
easat-4600	177	18	97.1	97.1	NUM
easat-4600	177	19	twh	twh	NOUN
easat-4600	177	20	in	in	ADP
easat-4600	177	21	2022	2022	NUM
easat-4600	177	22	to	to	ADP
easat-4600	177	23	155.0	155.0	NUM
easat-4600	177	24	twh	twh	NOUN
easat-4600	177	25	in	in	ADP
easat-4600	177	26	2035	2035	NUM
easat-4600	177	27	,	,	PUNCT
easat-4600	177	28	representing	represent	VERB
easat-4600	177	29	a	a	DET
easat-4600	177	30	60	60	NUM
easat-4600	177	31	%	%	NOUN
easat-4600	177	32	rise	rise	NOUN
easat-4600	177	33	.	.	PUNCT
easat-4600	178	1	this	this	PRON
easat-4600	178	2	reflects	reflect	VERB
easat-4600	178	3	continued	continued	ADJ
easat-4600	178	4	reliance	reliance	NOUN
easat-4600	178	5	on	on	ADP
easat-4600	178	6	coal	coal	NOUN
easat-4600	178	7	to	to	PART
easat-4600	178	8	meet	meet	VERB
easat-4600	178	9	growing	grow	VERB
easat-4600	178	10	demand	demand	NOUN
easat-4600	178	11	,	,	PUNCT
easat-4600	178	12	given	give	VERB
easat-4600	178	13	the	the	DET
easat-4600	178	14	limited	limited	ADJ
easat-4600	178	15	development	development	NOUN
easat-4600	178	16	of	of	ADP
easat-4600	178	17	renewable	renewable	ADJ
easat-4600	178	18	energy	energy	NOUN
easat-4600	178	19	and	and	CCONJ
easat-4600	178	20	energy	energy	NOUN
easat-4600	178	21	storage	storage	NOUN
easat-4600	178	22	capacity	capacity	NOUN
easat-4600	178	23	.	.	PUNCT
easat-4600	179	1	renewable	renewable	ADJ
easat-4600	179	2	energy	energy	NOUN
easat-4600	179	3	contributions	contribution	NOUN
easat-4600	179	4	,	,	PUNCT
easat-4600	179	5	such	such	ADJ
easat-4600	179	6	as	as	ADP
easat-4600	179	7	solar	solar	ADJ
easat-4600	179	8	and	and	CCONJ
easat-4600	179	9	wind	wind	NOUN
easat-4600	179	10	power	power	NOUN
easat-4600	179	11	,	,	PUNCT
easat-4600	179	12	grow	grow	VERB
easat-4600	179	13	modestly	modestly	ADV
easat-4600	179	14	,	,	PUNCT
easat-4600	179	15	with	with	ADP
easat-4600	179	16	solar	solar	ADJ
easat-4600	179	17	increasing	increase	VERB
easat-4600	179	18	by	by	ADP
easat-4600	179	19	801	801	NUM
easat-4600	179	20	edelweiss	edelweiss	PROPN
easat-4600	179	21	applied	apply	VERB
easat-4600	179	22	science	science	NOUN
easat-4600	179	23	and	and	CCONJ
easat-4600	179	24	technology	technology	NOUN
easat-4600	179	25	issn	issn	PROPN
easat-4600	179	26	:	:	PUNCT
easat-4600	179	27	2576	2576	NUM
easat-4600	179	28	-	-	SYM
easat-4600	179	29	8484	8484	NUM
easat-4600	179	30	vol	vol	NOUN
easat-4600	179	31	.	.	PROPN
easat-4600	180	1	9	9	NUM
easat-4600	180	2	,	,	PUNCT
easat-4600	180	3	no	no	INTJ
easat-4600	180	4	.	.	NOUN
easat-4600	180	5	2	2	NUM
easat-4600	180	6	:	:	PUNCT
easat-4600	180	7	793	793	NUM
easat-4600	180	8	-	-	SYM
easat-4600	180	9	814	814	NUM
easat-4600	180	10	,	,	PUNCT
easat-4600	180	11	2025	2025	NUM
easat-4600	180	12	doi	doi	NOUN
easat-4600	180	13	:	:	PUNCT
easat-4600	180	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	180	15	©	©	PROPN
easat-4600	180	16	2025	2025	NUM
easat-4600	180	17	by	by	ADP
easat-4600	180	18	the	the	DET
easat-4600	180	19	authors	author	NOUN
easat-4600	180	20	;	;	PUNCT
easat-4600	180	21	licensee	licensee	PROPN
easat-4600	180	22	learning	learning	NOUN
easat-4600	180	23	gate	gate	NOUN
easat-4600	180	24	264	264	NUM
easat-4600	180	25	%	%	NOUN
easat-4600	180	26	(	(	PUNCT
easat-4600	180	27	from	from	ADP
easat-4600	180	28	17.4	17.4	NUM
easat-4600	180	29	twh	twh	NOUN
easat-4600	180	30	to	to	ADP
easat-4600	180	31	63.3	63.3	NUM
easat-4600	180	32	twh	twh	NOUN
easat-4600	180	33	)	)	PUNCT
easat-4600	180	34	and	and	CCONJ
easat-4600	180	35	wind	wind	NOUN
easat-4600	180	36	by	by	ADP
easat-4600	180	37	123	123	NUM
easat-4600	180	38	%	%	NOUN
easat-4600	180	39	(	(	PUNCT
easat-4600	180	40	from	from	ADP
easat-4600	180	41	20.4	20.4	NUM
easat-4600	180	42	twh	twh	NOUN
easat-4600	180	43	to	to	ADP
easat-4600	180	44	45.6	45.6	NUM
easat-4600	180	45	twh	twh	NOUN
easat-4600	180	46	)	)	PUNCT
easat-4600	180	47	.	.	PUNCT
easat-4600	181	1	however	however	ADV
easat-4600	181	2	,	,	PUNCT
easat-4600	181	3	their	their	PRON
easat-4600	181	4	overall	overall	ADJ
easat-4600	181	5	share	share	NOUN
easat-4600	181	6	remains	remain	VERB
easat-4600	181	7	constrained	constrain	VERB
easat-4600	181	8	in	in	ADP
easat-4600	181	9	this	this	DET
easat-4600	181	10	scenario	scenario	NOUN
easat-4600	181	11	.	.	PUNCT
easat-4600	182	1	imported	import	VERB
easat-4600	182	2	electricity	electricity	NOUN
easat-4600	182	3	,	,	PUNCT
easat-4600	182	4	which	which	PRON
easat-4600	182	5	starts	start	VERB
easat-4600	182	6	at	at	ADP
easat-4600	182	7	3.0	3.0	NUM
easat-4600	182	8	twh	twh	NOUN
easat-4600	182	9	in	in	ADP
easat-4600	182	10	2022	2022	NUM
easat-4600	182	11	,	,	PUNCT
easat-4600	182	12	increases	increase	VERB
easat-4600	182	13	to	to	ADP
easat-4600	182	14	4.5	4.5	NUM
easat-4600	182	15	twh	twh	NOUN
easat-4600	182	16	by	by	ADP
easat-4600	182	17	2035	2035	NUM
easat-4600	182	18	,	,	PUNCT
easat-4600	182	19	reflecting	reflect	VERB
easat-4600	182	20	a	a	DET
easat-4600	182	21	steady	steady	ADJ
easat-4600	182	22	rise	rise	NOUN
easat-4600	182	23	in	in	ADP
easat-4600	182	24	external	external	ADJ
easat-4600	182	25	energy	energy	NOUN
easat-4600	182	26	dependence	dependence	NOUN
easat-4600	182	27	.	.	PUNCT
easat-4600	183	1	the	the	DET
easat-4600	183	2	res	re	NOUN
easat-4600	183	3	scenario	scenario	NOUN
easat-4600	183	4	prioritizes	prioritize	VERB
easat-4600	183	5	renewable	renewable	ADJ
easat-4600	183	6	energy	energy	NOUN
easat-4600	183	7	expansion	expansion	NOUN
easat-4600	183	8	,	,	PUNCT
easat-4600	183	9	leading	lead	VERB
easat-4600	183	10	to	to	ADP
easat-4600	183	11	a	a	DET
easat-4600	183	12	notable	notable	ADJ
easat-4600	183	13	reduction	reduction	NOUN
easat-4600	183	14	in	in	ADP
easat-4600	183	15	coalfired	coalfire	VERB
easat-4600	183	16	power	power	NOUN
easat-4600	183	17	reliance	reliance	NOUN
easat-4600	183	18	.	.	PUNCT
easat-4600	184	1	by	by	ADP
easat-4600	184	2	2035	2035	NUM
easat-4600	184	3	,	,	PUNCT
easat-4600	184	4	coal	coal	NOUN
easat-4600	184	5	-	-	PUNCT
easat-4600	184	6	fired	fire	VERB
easat-4600	184	7	generation	generation	NOUN
easat-4600	184	8	declines	decline	VERB
easat-4600	184	9	to	to	ADP
easat-4600	184	10	108.3	108.3	NUM
easat-4600	184	11	twh	twh	NOUN
easat-4600	184	12	,	,	PUNCT
easat-4600	184	13	a	a	DET
easat-4600	184	14	reduction	reduction	NOUN
easat-4600	184	15	of	of	ADP
easat-4600	184	16	nearly	nearly	ADV
easat-4600	184	17	30	30	NUM
easat-4600	184	18	%	%	NOUN
easat-4600	184	19	compared	compare	VERB
easat-4600	184	20	to	to	ADP
easat-4600	184	21	the	the	DET
easat-4600	184	22	bau	bau	PROPN
easat-4600	184	23	scenario	scenario	PROPN
easat-4600	184	24	.	.	PUNCT
easat-4600	185	1	renewable	renewable	ADJ
easat-4600	185	2	sources	source	NOUN
easat-4600	185	3	,	,	PUNCT
easat-4600	185	4	particularly	particularly	ADV
easat-4600	185	5	solar	solar	ADJ
easat-4600	185	6	and	and	CCONJ
easat-4600	185	7	wind	wind	NOUN
easat-4600	185	8	,	,	PUNCT
easat-4600	185	9	exhibit	exhibit	VERB
easat-4600	185	10	significant	significant	ADJ
easat-4600	185	11	growth	growth	NOUN
easat-4600	185	12	,	,	PUNCT
easat-4600	185	13	with	with	ADP
easat-4600	185	14	solar	solar	ADJ
easat-4600	185	15	generation	generation	NOUN
easat-4600	185	16	reaching	reach	VERB
easat-4600	185	17	97.7	97.7	NUM
easat-4600	185	18	twh	twh	NOUN
easat-4600	185	19	(	(	PUNCT
easat-4600	185	20	a	a	DET
easat-4600	185	21	462	462	NUM
easat-4600	185	22	%	%	NOUN
easat-4600	185	23	increase	increase	NOUN
easat-4600	185	24	from	from	ADP
easat-4600	185	25	2022	2022	NUM
easat-4600	185	26	)	)	PUNCT
easat-4600	185	27	and	and	CCONJ
easat-4600	185	28	wind	wind	NOUN
easat-4600	185	29	generation	generation	NOUN
easat-4600	185	30	rising	rise	VERB
easat-4600	185	31	to	to	ADP
easat-4600	185	32	64.3	64.3	NUM
easat-4600	185	33	twh	twh	NOUN
easat-4600	185	34	(	(	PUNCT
easat-4600	185	35	a	a	DET
easat-4600	185	36	215	215	NUM
easat-4600	185	37	%	%	NOUN
easat-4600	185	38	increase	increase	NOUN
easat-4600	185	39	)	)	PUNCT
easat-4600	185	40	.	.	PUNCT
easat-4600	186	1	in	in	ADP
easat-4600	186	2	the	the	DET
easat-4600	186	3	hef	hef	PROPN
easat-4600	186	4	scenario	scenario	PROPN
easat-4600	186	5	,	,	PUNCT
easat-4600	186	6	improvements	improvement	NOUN
easat-4600	186	7	in	in	ADP
easat-4600	186	8	generation	generation	NOUN
easat-4600	186	9	efficiency	efficiency	NOUN
easat-4600	186	10	are	be	AUX
easat-4600	186	11	emphasized	emphasize	VERB
easat-4600	186	12	.	.	PUNCT
easat-4600	187	1	coal	coal	NOUN
easat-4600	187	2	-	-	PUNCT
easat-4600	187	3	fired	fire	VERB
easat-4600	187	4	power	power	NOUN
easat-4600	187	5	output	output	NOUN
easat-4600	187	6	remains	remain	VERB
easat-4600	187	7	relatively	relatively	ADV
easat-4600	187	8	high	high	ADJ
easat-4600	187	9	at	at	ADP
easat-4600	187	10	119.1	119.1	NUM
easat-4600	187	11	twh	twh	NOUN
easat-4600	187	12	in	in	ADP
easat-4600	187	13	2035	2035	NUM
easat-4600	187	14	but	but	CCONJ
easat-4600	187	15	benefits	benefit	NOUN
easat-4600	187	16	from	from	ADP
easat-4600	187	17	enhanced	enhanced	ADJ
easat-4600	187	18	efficiency	efficiency	NOUN
easat-4600	187	19	,	,	PUNCT
easat-4600	187	20	reducing	reduce	VERB
easat-4600	187	21	coal	coal	NOUN
easat-4600	187	22	consumption	consumption	NOUN
easat-4600	187	23	per	per	ADP
easat-4600	187	24	unit	unit	NOUN
easat-4600	187	25	of	of	ADP
easat-4600	187	26	electricity	electricity	NOUN
easat-4600	187	27	.	.	PUNCT
easat-4600	188	1	solar	solar	ADJ
easat-4600	188	2	and	and	CCONJ
easat-4600	188	3	wind	wind	NOUN
easat-4600	188	4	power	power	NOUN
easat-4600	188	5	also	also	ADV
easat-4600	188	6	expand	expand	VERB
easat-4600	188	7	to	to	ADP
easat-4600	188	8	86.6	86.6	NUM
easat-4600	188	9	twh	twh	NOUN
easat-4600	188	10	and	and	CCONJ
easat-4600	188	11	66.4	66.4	NUM
easat-4600	188	12	twh	twh	NOUN
easat-4600	188	13	,	,	PUNCT
easat-4600	188	14	respectively	respectively	ADV
easat-4600	188	15	,	,	PUNCT
easat-4600	188	16	representing	represent	VERB
easat-4600	188	17	increases	increase	NOUN
easat-4600	188	18	of	of	ADP
easat-4600	188	19	398	398	NUM
easat-4600	188	20	%	%	NOUN
easat-4600	188	21	and	and	CCONJ
easat-4600	188	22	226	226	NUM
easat-4600	188	23	%	%	NOUN
easat-4600	188	24	compared	compare	VERB
easat-4600	188	25	to	to	ADP
easat-4600	188	26	2022	2022	NUM
easat-4600	188	27	.	.	PUNCT
easat-4600	189	1	imported	import	VERB
easat-4600	189	2	electricity	electricity	NOUN
easat-4600	189	3	shows	show	VERB
easat-4600	189	4	slight	slight	ADJ
easat-4600	189	5	growth	growth	NOUN
easat-4600	189	6	,	,	PUNCT
easat-4600	189	7	reaching	reach	VERB
easat-4600	189	8	6.2	6.2	NUM
easat-4600	189	9	twh	twh	NOUN
easat-4600	189	10	by	by	ADP
easat-4600	189	11	2035	2035	NUM
easat-4600	189	12	,	,	PUNCT
easat-4600	189	13	suggesting	suggest	VERB
easat-4600	189	14	a	a	DET
easat-4600	189	15	marginal	marginal	ADJ
easat-4600	189	16	increase	increase	NOUN
easat-4600	189	17	in	in	ADP
easat-4600	189	18	external	external	ADJ
easat-4600	189	19	energy	energy	NOUN
easat-4600	189	20	support	support	NOUN
easat-4600	189	21	to	to	PART
easat-4600	189	22	complement	complement	VERB
easat-4600	189	23	efficiency	efficiency	NOUN
easat-4600	189	24	improvements	improvement	NOUN
easat-4600	189	25	.	.	PUNCT
easat-4600	190	1	the	the	DET
easat-4600	190	2	hst	hst	PROPN
easat-4600	190	3	scenario	scenario	PROPN
easat-4600	190	4	focuses	focus	VERB
easat-4600	190	5	on	on	ADP
easat-4600	190	6	energy	energy	NOUN
easat-4600	190	7	storage	storage	NOUN
easat-4600	190	8	capacity	capacity	NOUN
easat-4600	190	9	expansion	expansion	NOUN
easat-4600	190	10	,	,	PUNCT
easat-4600	190	11	with	with	ADP
easat-4600	190	12	energy	energy	NOUN
easat-4600	190	13	storage	storage	NOUN
easat-4600	190	14	generation	generation	NOUN
easat-4600	190	15	increasing	increase	VERB
easat-4600	190	16	substantially	substantially	ADV
easat-4600	190	17	from	from	ADP
easat-4600	190	18	3.9	3.9	NUM
easat-4600	190	19	twh	twh	NOUN
easat-4600	190	20	in	in	ADP
easat-4600	190	21	2022	2022	NUM
easat-4600	190	22	to	to	ADP
easat-4600	190	23	26.6	26.6	NUM
easat-4600	190	24	twh	twh	NOUN
easat-4600	190	25	in	in	ADP
easat-4600	190	26	2035	2035	NUM
easat-4600	190	27	.	.	PUNCT
easat-4600	191	1	this	this	DET
easat-4600	191	2	scenario	scenario	NOUN
easat-4600	191	3	also	also	ADV
easat-4600	191	4	includes	include	VERB
easat-4600	191	5	a	a	DET
easat-4600	191	6	significant	significant	ADJ
easat-4600	191	7	increase	increase	NOUN
easat-4600	191	8	in	in	ADP
easat-4600	191	9	pumped	pump	VERB
easat-4600	191	10	storage	storage	NOUN
easat-4600	191	11	capacity	capacity	NOUN
easat-4600	191	12	,	,	PUNCT
easat-4600	191	13	contributing	contribute	VERB
easat-4600	191	14	51.5	51.5	NUM
easat-4600	191	15	twh	twh	NOUN
easat-4600	191	16	in	in	ADP
easat-4600	191	17	2035	2035	NUM
easat-4600	191	18	.	.	PUNCT
easat-4600	192	1	these	these	DET
easat-4600	192	2	advancements	advancement	NOUN
easat-4600	192	3	in	in	ADP
easat-4600	192	4	storage	storage	NOUN
easat-4600	192	5	capabilities	capability	NOUN
easat-4600	192	6	reduce	reduce	VERB
easat-4600	192	7	coal	coal	NOUN
easat-4600	192	8	-	-	PUNCT
easat-4600	192	9	fired	fire	VERB
easat-4600	192	10	power	power	NOUN
easat-4600	192	11	output	output	NOUN
easat-4600	192	12	to	to	ADP
easat-4600	192	13	89.4	89.4	NUM
easat-4600	192	14	twh	twh	NOUN
easat-4600	192	15	,	,	PUNCT
easat-4600	192	16	down	down	ADV
easat-4600	192	17	from	from	ADP
easat-4600	192	18	155.0	155.0	NUM
easat-4600	192	19	twh	twh	NOUN
easat-4600	192	20	in	in	ADP
easat-4600	192	21	the	the	DET
easat-4600	192	22	bau	bau	PROPN
easat-4600	192	23	scenario	scenario	PROPN
easat-4600	192	24	.	.	PUNCT
easat-4600	193	1	solar	solar	ADJ
easat-4600	193	2	power	power	NOUN
easat-4600	193	3	generation	generation	NOUN
easat-4600	193	4	in	in	ADP
easat-4600	193	5	this	this	DET
easat-4600	193	6	scenario	scenario	NOUN
easat-4600	193	7	grows	grow	VERB
easat-4600	193	8	to	to	ADP
easat-4600	193	9	66.5	66.5	NUM
easat-4600	193	10	twh	twh	NOUN
easat-4600	193	11	(	(	PUNCT
easat-4600	193	12	an	an	DET
easat-4600	193	13	increase	increase	NOUN
easat-4600	193	14	of	of	ADP
easat-4600	193	15	282	282	NUM
easat-4600	193	16	%	%	NOUN
easat-4600	193	17	)	)	PUNCT
easat-4600	193	18	,	,	PUNCT
easat-4600	193	19	and	and	CCONJ
easat-4600	193	20	wind	wind	NOUN
easat-4600	193	21	reaches	reach	VERB
easat-4600	193	22	51.0	51.0	NUM
easat-4600	193	23	twh	twh	NOUN
easat-4600	193	24	(	(	PUNCT
easat-4600	193	25	an	an	DET
easat-4600	193	26	increase	increase	NOUN
easat-4600	193	27	of	of	ADP
easat-4600	193	28	150	150	NUM
easat-4600	193	29	%	%	NOUN
easat-4600	193	30	)	)	PUNCT
easat-4600	193	31	.	.	PUNCT
easat-4600	194	1	imported	import	VERB
easat-4600	194	2	electricity	electricity	NOUN
easat-4600	194	3	rises	rise	VERB
easat-4600	194	4	slightly	slightly	ADV
easat-4600	194	5	to	to	ADP
easat-4600	194	6	6.5	6.5	NUM
easat-4600	194	7	twh	twh	NOUN
easat-4600	194	8	by	by	ADP
easat-4600	194	9	2035	2035	NUM
easat-4600	194	10	,	,	PUNCT
easat-4600	194	11	reflecting	reflect	VERB
easat-4600	194	12	the	the	DET
easat-4600	194	13	system	system	NOUN
easat-4600	194	14	's	's	PART
easat-4600	194	15	improved	improve	VERB
easat-4600	194	16	flexibility	flexibility	NOUN
easat-4600	194	17	to	to	PART
easat-4600	194	18	manage	manage	VERB
easat-4600	194	19	external	external	ADJ
easat-4600	194	20	energy	energy	NOUN
easat-4600	194	21	flows	flow	NOUN
easat-4600	194	22	.	.	PUNCT
easat-4600	195	1	the	the	DET
easat-4600	195	2	cop	cop	PROPN
easat-4600	195	3	scenario	scenario	NOUN
easat-4600	195	4	represents	represent	VERB
easat-4600	195	5	an	an	DET
easat-4600	195	6	optimal	optimal	ADJ
easat-4600	195	7	balance	balance	NOUN
easat-4600	195	8	of	of	ADP
easat-4600	195	9	high	high	ADJ
easat-4600	195	10	renewable	renewable	ADJ
easat-4600	195	11	energy	energy	NOUN
easat-4600	195	12	deployment	deployment	NOUN
easat-4600	195	13	,	,	PUNCT
easat-4600	195	14	enhanced	enhance	VERB
easat-4600	195	15	storage	storage	NOUN
easat-4600	195	16	systems	system	NOUN
easat-4600	195	17	,	,	PUNCT
easat-4600	195	18	and	and	CCONJ
easat-4600	195	19	improved	improved	ADJ
easat-4600	195	20	efficiency	efficiency	NOUN
easat-4600	195	21	.	.	PUNCT
easat-4600	196	1	by	by	ADP
easat-4600	196	2	2035	2035	NUM
easat-4600	196	3	,	,	PUNCT
easat-4600	196	4	coal	coal	NOUN
easat-4600	196	5	-	-	PUNCT
easat-4600	196	6	fired	fire	VERB
easat-4600	196	7	power	power	NOUN
easat-4600	196	8	output	output	NOUN
easat-4600	196	9	decreases	decrease	VERB
easat-4600	196	10	to	to	ADP
easat-4600	196	11	92.0	92.0	NUM
easat-4600	196	12	twh	twh	NOUN
easat-4600	196	13	,	,	PUNCT
easat-4600	196	14	the	the	DET
easat-4600	196	15	lowest	low	ADJ
easat-4600	196	16	among	among	ADP
easat-4600	196	17	all	all	DET
easat-4600	196	18	scenarios	scenario	NOUN
easat-4600	196	19	,	,	PUNCT
easat-4600	196	20	reflecting	reflect	VERB
easat-4600	196	21	a	a	DET
easat-4600	196	22	5	5	NUM
easat-4600	196	23	%	%	NOUN
easat-4600	196	24	reduction	reduction	NOUN
easat-4600	196	25	compared	compare	VERB
easat-4600	196	26	to	to	ADP
easat-4600	196	27	2022	2022	NUM
easat-4600	196	28	.	.	PUNCT
easat-4600	197	1	solar	solar	ADJ
easat-4600	197	2	and	and	CCONJ
easat-4600	197	3	wind	wind	NOUN
easat-4600	197	4	generation	generation	NOUN
easat-4600	197	5	reach	reach	VERB
easat-4600	197	6	91.5	91.5	NUM
easat-4600	197	7	twh	twh	NOUN
easat-4600	197	8	and	and	CCONJ
easat-4600	197	9	60.2	60.2	NUM
easat-4600	197	10	twh	twh	NOUN
easat-4600	197	11	,	,	PUNCT
easat-4600	197	12	respectively	respectively	ADV
easat-4600	197	13	,	,	PUNCT
easat-4600	197	14	representing	represent	VERB
easat-4600	197	15	increases	increase	NOUN
easat-4600	197	16	of	of	ADP
easat-4600	197	17	426	426	NUM
easat-4600	197	18	%	%	NOUN
easat-4600	197	19	and	and	CCONJ
easat-4600	197	20	195	195	NUM
easat-4600	197	21	%	%	NOUN
easat-4600	197	22	.	.	PUNCT
easat-4600	198	1	energy	energy	NOUN
easat-4600	198	2	storage	storage	NOUN
easat-4600	198	3	contributions	contribution	NOUN
easat-4600	198	4	grow	grow	VERB
easat-4600	198	5	to	to	ADP
easat-4600	198	6	20.8	20.8	NUM
easat-4600	198	7	twh	twh	NOUN
easat-4600	198	8	,	,	PUNCT
easat-4600	198	9	supplemented	supplement	VERB
easat-4600	198	10	by	by	ADP
easat-4600	198	11	45.4	45.4	NUM
easat-4600	198	12	twh	twh	NOUN
easat-4600	198	13	from	from	ADP
easat-4600	198	14	pumped	pump	VERB
easat-4600	198	15	storage	storage	NOUN
easat-4600	198	16	.	.	PUNCT
easat-4600	199	1	imported	import	VERB
easat-4600	199	2	electricity	electricity	NOUN
easat-4600	199	3	remains	remain	VERB
easat-4600	199	4	at	at	ADP
easat-4600	199	5	a	a	DET
easat-4600	199	6	modest	modest	ADJ
easat-4600	199	7	level	level	NOUN
easat-4600	199	8	of	of	ADP
easat-4600	199	9	6.3	6.3	NUM
easat-4600	199	10	twh	twh	NOUN
easat-4600	199	11	,	,	PUNCT
easat-4600	199	12	highlighting	highlight	VERB
easat-4600	199	13	a	a	DET
easat-4600	199	14	strategy	strategy	NOUN
easat-4600	199	15	that	that	PRON
easat-4600	199	16	focuses	focus	VERB
easat-4600	199	17	on	on	ADP
easat-4600	199	18	maximizing	maximize	VERB
easat-4600	199	19	domestic	domestic	ADJ
easat-4600	199	20	renewable	renewable	ADJ
easat-4600	199	21	energy	energy	NOUN
easat-4600	199	22	resources	resource	NOUN
easat-4600	199	23	while	while	SCONJ
easat-4600	199	24	maintaining	maintain	VERB
easat-4600	199	25	limited	limited	ADJ
easat-4600	199	26	energy	energy	NOUN
easat-4600	199	27	imports	import	NOUN
easat-4600	199	28	to	to	PART
easat-4600	199	29	ensure	ensure	VERB
easat-4600	199	30	system	system	NOUN
easat-4600	199	31	reliability	reliability	NOUN
easat-4600	199	32	.	.	PUNCT
easat-4600	200	1	overall	overall	ADV
easat-4600	200	2	,	,	PUNCT
easat-4600	200	3	the	the	DET
easat-4600	200	4	analysis	analysis	NOUN
easat-4600	200	5	reveals	reveal	VERB
easat-4600	200	6	that	that	SCONJ
easat-4600	200	7	renewable	renewable	ADJ
easat-4600	200	8	energy	energy	NOUN
easat-4600	200	9	sources	source	NOUN
easat-4600	200	10	,	,	PUNCT
easat-4600	200	11	particularly	particularly	ADV
easat-4600	200	12	solar	solar	ADJ
easat-4600	200	13	and	and	CCONJ
easat-4600	200	14	wind	wind	NOUN
easat-4600	200	15	,	,	PUNCT
easat-4600	200	16	exhibit	exhibit	VERB
easat-4600	200	17	significant	significant	ADJ
easat-4600	200	18	growth	growth	NOUN
easat-4600	200	19	across	across	ADP
easat-4600	200	20	scenarios	scenario	NOUN
easat-4600	200	21	,	,	PUNCT
easat-4600	200	22	with	with	ADP
easat-4600	200	23	the	the	DET
easat-4600	200	24	cop	cop	NOUN
easat-4600	200	25	scenario	scenario	NOUN
easat-4600	200	26	achieving	achieve	VERB
easat-4600	200	27	the	the	DET
easat-4600	200	28	most	most	ADV
easat-4600	200	29	balanced	balanced	ADJ
easat-4600	200	30	and	and	CCONJ
easat-4600	200	31	sustainable	sustainable	ADJ
easat-4600	200	32	power	power	NOUN
easat-4600	200	33	generation	generation	NOUN
easat-4600	200	34	mix	mix	NOUN
easat-4600	200	35	.	.	PUNCT
easat-4600	201	1	the	the	DET
easat-4600	201	2	growth	growth	NOUN
easat-4600	201	3	rates	rate	NOUN
easat-4600	201	4	of	of	ADP
easat-4600	201	5	renewable	renewable	ADJ
easat-4600	201	6	energy	energy	NOUN
easat-4600	201	7	generation	generation	NOUN
easat-4600	201	8	,	,	PUNCT
easat-4600	201	9	combined	combine	VERB
easat-4600	201	10	with	with	ADP
easat-4600	201	11	reductions	reduction	NOUN
easat-4600	201	12	in	in	ADP
easat-4600	201	13	coal	coal	NOUN
easat-4600	201	14	-	-	PUNCT
easat-4600	201	15	fired	fire	VERB
easat-4600	201	16	power	power	NOUN
easat-4600	201	17	,	,	PUNCT
easat-4600	201	18	highlight	highlight	VERB
easat-4600	201	19	the	the	DET
easat-4600	201	20	potential	potential	NOUN
easat-4600	201	21	for	for	ADP
easat-4600	201	22	integrated	integrated	ADJ
easat-4600	201	23	policies	policy	NOUN
easat-4600	201	24	and	and	CCONJ
easat-4600	201	25	technological	technological	ADJ
easat-4600	201	26	advancements	advancement	NOUN
easat-4600	201	27	to	to	PART
easat-4600	201	28	facilitate	facilitate	VERB
easat-4600	201	29	a	a	DET
easat-4600	201	30	low	low	ADJ
easat-4600	201	31	-	-	PUNCT
easat-4600	201	32	carbon	carbon	NOUN
easat-4600	201	33	energy	energy	NOUN
easat-4600	201	34	transition	transition	NOUN
easat-4600	201	35	.	.	PUNCT
easat-4600	202	1	for	for	ADP
easat-4600	202	2	example	example	NOUN
easat-4600	202	3	,	,	PUNCT
easat-4600	202	4	by	by	ADP
easat-4600	202	5	2035	2035	NUM
easat-4600	202	6	,	,	PUNCT
easat-4600	202	7	solar	solar	ADJ
easat-4600	202	8	power	power	NOUN
easat-4600	202	9	generation	generation	NOUN
easat-4600	202	10	grows	grow	VERB
easat-4600	202	11	by	by	ADP
easat-4600	202	12	approximately	approximately	ADV
easat-4600	202	13	264	264	NUM
easat-4600	202	14	%	%	NOUN
easat-4600	202	15	in	in	ADP
easat-4600	202	16	the	the	DET
easat-4600	202	17	bau	bau	PROPN
easat-4600	202	18	scenario	scenario	PROPN
easat-4600	202	19	,	,	PUNCT
easat-4600	202	20	462	462	NUM
easat-4600	202	21	%	%	NOUN
easat-4600	202	22	in	in	ADP
easat-4600	202	23	the	the	DET
easat-4600	202	24	res	re	NOUN
easat-4600	202	25	scenario	scenario	NOUN
easat-4600	202	26	,	,	PUNCT
easat-4600	202	27	and	and	CCONJ
easat-4600	202	28	426	426	NUM
easat-4600	202	29	%	%	NOUN
easat-4600	202	30	in	in	ADP
easat-4600	202	31	the	the	DET
easat-4600	202	32	cop	cop	NOUN
easat-4600	202	33	scenario	scenario	NOUN
easat-4600	202	34	,	,	PUNCT
easat-4600	202	35	while	while	SCONJ
easat-4600	202	36	wind	wind	NOUN
easat-4600	202	37	power	power	NOUN
easat-4600	202	38	grows	grow	VERB
easat-4600	202	39	by	by	ADP
easat-4600	202	40	123	123	NUM
easat-4600	202	41	%	%	NOUN
easat-4600	202	42	,	,	PUNCT
easat-4600	202	43	215	215	NUM
easat-4600	202	44	%	%	NOUN
easat-4600	202	45	,	,	PUNCT
easat-4600	202	46	and	and	CCONJ
easat-4600	202	47	195	195	NUM
easat-4600	202	48	%	%	NOUN
easat-4600	202	49	,	,	PUNCT
easat-4600	202	50	respectively	respectively	ADV
easat-4600	202	51	.	.	PUNCT
easat-4600	203	1	imported	import	VERB
easat-4600	203	2	electricity	electricity	NOUN
easat-4600	203	3	remains	remain	VERB
easat-4600	203	4	a	a	DET
easat-4600	203	5	relatively	relatively	ADV
easat-4600	203	6	small	small	ADJ
easat-4600	203	7	but	but	CCONJ
easat-4600	203	8	stable	stable	ADJ
easat-4600	203	9	component	component	NOUN
easat-4600	203	10	in	in	ADP
easat-4600	203	11	all	all	DET
easat-4600	203	12	scenarios	scenario	NOUN
easat-4600	203	13	,	,	PUNCT
easat-4600	203	14	reflecting	reflect	VERB
easat-4600	203	15	its	its	PRON
easat-4600	203	16	role	role	NOUN
easat-4600	203	17	as	as	ADP
easat-4600	203	18	a	a	DET
easat-4600	203	19	supplemental	supplemental	ADJ
easat-4600	203	20	energy	energy	NOUN
easat-4600	203	21	source	source	NOUN
easat-4600	203	22	rather	rather	ADV
easat-4600	203	23	than	than	ADP
easat-4600	203	24	a	a	DET
easat-4600	203	25	primary	primary	ADJ
easat-4600	203	26	driver	driver	NOUN
easat-4600	203	27	of	of	ADP
easat-4600	203	28	system	system	NOUN
easat-4600	203	29	changes	change	NOUN
easat-4600	203	30	.	.	PUNCT
easat-4600	204	1	these	these	DET
easat-4600	204	2	results	result	NOUN
easat-4600	204	3	underscore	underscore	VERB
easat-4600	204	4	the	the	DET
easat-4600	204	5	critical	critical	ADJ
easat-4600	204	6	role	role	NOUN
easat-4600	204	7	of	of	ADP
easat-4600	204	8	comprehensive	comprehensive	ADJ
easat-4600	204	9	optimization	optimization	NOUN
easat-4600	204	10	in	in	ADP
easat-4600	204	11	achieving	achieve	VERB
easat-4600	204	12	a	a	DET
easat-4600	204	13	sustainable	sustainable	ADJ
easat-4600	204	14	and	and	CCONJ
easat-4600	204	15	reliable	reliable	ADJ
easat-4600	204	16	energy	energy	NOUN
easat-4600	204	17	future	future	NOUN
easat-4600	204	18	.	.	PUNCT
easat-4600	205	1	802	802	NUM
easat-4600	205	2	edelweiss	edelweiss	PROPN
easat-4600	205	3	applied	apply	VERB
easat-4600	205	4	science	science	NOUN
easat-4600	205	5	and	and	CCONJ
easat-4600	205	6	technology	technology	NOUN
easat-4600	205	7	issn	issn	PROPN
easat-4600	205	8	:	:	PUNCT
easat-4600	205	9	2576	2576	NUM
easat-4600	205	10	-	-	SYM
easat-4600	205	11	8484	8484	NUM
easat-4600	205	12	vol	vol	NOUN
easat-4600	205	13	.	.	PROPN
easat-4600	206	1	9	9	NUM
easat-4600	206	2	,	,	PUNCT
easat-4600	206	3	no	no	INTJ
easat-4600	206	4	.	.	NOUN
easat-4600	206	5	2	2	NUM
easat-4600	206	6	:	:	PUNCT
easat-4600	206	7	793	793	NUM
easat-4600	206	8	-	-	SYM
easat-4600	206	9	814	814	NUM
easat-4600	206	10	,	,	PUNCT
easat-4600	206	11	2025	2025	NUM
easat-4600	206	12	doi	doi	NOUN
easat-4600	206	13	:	:	PUNCT
easat-4600	206	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	206	15	©	©	PROPN
easat-4600	206	16	2025	2025	NUM
easat-4600	206	17	by	by	ADP
easat-4600	206	18	the	the	DET
easat-4600	206	19	authors	author	NOUN
easat-4600	206	20	;	;	PUNCT
easat-4600	206	21	licensee	licensee	PROPN
easat-4600	206	22	learning	learn	VERB
easat-4600	206	23	gate	gate	PROPN
easat-4600	206	24	figure	figure	NOUN
easat-4600	206	25	3	3	NUM
easat-4600	206	26	.	.	PUNCT
easat-4600	206	27	electricity	electricity	NOUN
easat-4600	206	28	generation	generation	NOUN
easat-4600	206	29	by	by	ADP
easat-4600	206	30	fuel	fuel	NOUN
easat-4600	206	31	types	type	NOUN
easat-4600	206	32	from	from	ADP
easat-4600	206	33	2022	2022	NUM
easat-4600	206	34	-	-	SYM
easat-4600	206	35	2035	2035	NUM
easat-4600	206	36	figure	figure	NOUN
easat-4600	206	37	4	4	NUM
easat-4600	206	38	illustrates	illustrate	VERB
easat-4600	206	39	the	the	DET
easat-4600	206	40	electricity	electricity	NOUN
easat-4600	206	41	generation	generation	NOUN
easat-4600	206	42	proportion	proportion	NOUN
easat-4600	206	43	by	by	ADP
easat-4600	206	44	fuel	fuel	NOUN
easat-4600	206	45	type	type	NOUN
easat-4600	206	46	across	across	ADP
easat-4600	206	47	five	five	NUM
easat-4600	206	48	scenarios	scenario	NOUN
easat-4600	206	49	—	—	PUNCT
easat-4600	206	50	bau	bau	NOUN
easat-4600	206	51	,	,	PUNCT
easat-4600	206	52	res	re	NOUN
easat-4600	206	53	,	,	PUNCT
easat-4600	206	54	hef	hef	PROPN
easat-4600	206	55	,	,	PUNCT
easat-4600	206	56	hst	hst	PROPN
easat-4600	206	57	,	,	PUNCT
easat-4600	206	58	and	and	CCONJ
easat-4600	206	59	cop	cop	NOUN
easat-4600	206	60	—	—	PUNCT
easat-4600	206	61	projected	project	VERB
easat-4600	206	62	for	for	ADP
easat-4600	206	63	the	the	DET
easat-4600	206	64	period	period	NOUN
easat-4600	206	65	from	from	ADP
easat-4600	206	66	2022	2022	NUM
easat-4600	206	67	to	to	ADP
easat-4600	206	68	2035	2035	NUM
easat-4600	206	69	.	.	PUNCT
easat-4600	207	1	the	the	DET
easat-4600	207	2	comparative	comparative	ADJ
easat-4600	207	3	analysis	analysis	NOUN
easat-4600	207	4	of	of	ADP
easat-4600	207	5	energy	energy	NOUN
easat-4600	207	6	structures	structure	NOUN
easat-4600	207	7	across	across	ADP
easat-4600	207	8	different	different	ADJ
easat-4600	207	9	scenarios	scenario	NOUN
easat-4600	207	10	highlights	highlight	VERB
easat-4600	207	11	the	the	DET
easat-4600	207	12	significant	significant	ADJ
easat-4600	207	13	impact	impact	NOUN
easat-4600	207	14	of	of	ADP
easat-4600	207	15	transition	transition	NOUN
easat-4600	207	16	strategies	strategy	NOUN
easat-4600	207	17	and	and	CCONJ
easat-4600	207	18	decarbonization	decarbonization	NOUN
easat-4600	207	19	goals	goal	NOUN
easat-4600	207	20	on	on	ADP
easat-4600	207	21	the	the	DET
easat-4600	207	22	shares	share	NOUN
easat-4600	207	23	of	of	ADP
easat-4600	207	24	coal	coal	NOUN
easat-4600	207	25	,	,	PUNCT
easat-4600	207	26	renewable	renewable	ADJ
easat-4600	207	27	energy	energy	NOUN
easat-4600	207	28	,	,	PUNCT
easat-4600	207	29	and	and	CCONJ
easat-4600	207	30	storage	storage	NOUN
easat-4600	207	31	.	.	PUNCT
easat-4600	208	1	figure	figure	NOUN
easat-4600	208	2	4	4	NUM
easat-4600	208	3	.	.	PUNCT
easat-4600	208	4	electricity	electricity	NOUN
easat-4600	208	5	generation	generation	NOUN
easat-4600	208	6	structure	structure	NOUN
easat-4600	208	7	from	from	ADP
easat-4600	208	8	different	different	ADJ
easat-4600	208	9	fuel	fuel	NOUN
easat-4600	208	10	type	type	NOUN
easat-4600	208	11	2022	2022	NUM
easat-4600	208	12	-	-	SYM
easat-4600	208	13	2035	2035	NUM
easat-4600	208	14	.	.	PUNCT
easat-4600	209	1	803	803	NUM
easat-4600	209	2	edelweiss	edelweiss	PROPN
easat-4600	209	3	applied	apply	VERB
easat-4600	209	4	science	science	NOUN
easat-4600	209	5	and	and	CCONJ
easat-4600	209	6	technology	technology	NOUN
easat-4600	209	7	issn	issn	PROPN
easat-4600	209	8	:	:	PUNCT
easat-4600	209	9	2576	2576	NUM
easat-4600	209	10	-	-	SYM
easat-4600	209	11	8484	8484	NUM
easat-4600	209	12	vol	vol	NOUN
easat-4600	209	13	.	.	PROPN
easat-4600	210	1	9	9	NUM
easat-4600	210	2	,	,	PUNCT
easat-4600	210	3	no	no	INTJ
easat-4600	210	4	.	.	NOUN
easat-4600	210	5	2	2	NUM
easat-4600	210	6	:	:	PUNCT
easat-4600	210	7	793	793	NUM
easat-4600	210	8	-	-	SYM
easat-4600	210	9	814	814	NUM
easat-4600	210	10	,	,	PUNCT
easat-4600	210	11	2025	2025	NUM
easat-4600	210	12	doi	doi	NOUN
easat-4600	210	13	:	:	PUNCT
easat-4600	210	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	210	15	©	©	PROPN
easat-4600	210	16	2025	2025	NUM
easat-4600	210	17	by	by	ADP
easat-4600	210	18	the	the	DET
easat-4600	210	19	authors	author	NOUN
easat-4600	210	20	;	;	PUNCT
easat-4600	210	21	licensee	licensee	PROPN
easat-4600	210	22	learning	learn	VERB
easat-4600	210	23	gate	gate	NOUN
easat-4600	210	24	in	in	ADP
easat-4600	210	25	the	the	DET
easat-4600	210	26	baseline	baseline	PROPN
easat-4600	210	27	scenario	scenario	NOUN
easat-4600	210	28	(	(	PUNCT
easat-4600	210	29	bau	bau	PROPN
easat-4600	210	30	)	)	PUNCT
easat-4600	210	31	,	,	PUNCT
easat-4600	210	32	the	the	DET
easat-4600	210	33	share	share	NOUN
easat-4600	210	34	of	of	ADP
easat-4600	210	35	coal	coal	NOUN
easat-4600	210	36	decreases	decrease	VERB
easat-4600	210	37	slightly	slightly	ADV
easat-4600	210	38	to	to	ADP
easat-4600	210	39	39	39	NUM
easat-4600	210	40	%	%	NOUN
easat-4600	210	41	,	,	PUNCT
easat-4600	210	42	while	while	SCONJ
easat-4600	210	43	renewable	renewable	ADJ
easat-4600	210	44	energy	energy	NOUN
easat-4600	210	45	accounts	account	NOUN
easat-4600	210	46	for	for	ADP
easat-4600	210	47	41	41	NUM
easat-4600	210	48	%	%	NOUN
easat-4600	210	49	,	,	PUNCT
easat-4600	210	50	and	and	CCONJ
easat-4600	210	51	storage	storage	NOUN
easat-4600	210	52	remains	remain	VERB
easat-4600	210	53	at	at	ADP
easat-4600	210	54	4	4	NUM
easat-4600	210	55	%	%	NOUN
easat-4600	210	56	.	.	PUNCT
easat-4600	211	1	this	this	PRON
easat-4600	211	2	indicates	indicate	VERB
easat-4600	211	3	that	that	SCONJ
easat-4600	211	4	without	without	ADP
easat-4600	211	5	substantial	substantial	ADJ
easat-4600	211	6	policy	policy	NOUN
easat-4600	211	7	support	support	NOUN
easat-4600	211	8	or	or	CCONJ
easat-4600	211	9	technological	technological	ADJ
easat-4600	211	10	advancements	advancement	NOUN
easat-4600	211	11	,	,	PUNCT
easat-4600	211	12	traditional	traditional	ADJ
easat-4600	211	13	fossil	fossil	ADJ
easat-4600	211	14	fuels	fuel	NOUN
easat-4600	211	15	will	will	AUX
easat-4600	211	16	continue	continue	VERB
easat-4600	211	17	to	to	PART
easat-4600	211	18	dominate	dominate	VERB
easat-4600	211	19	power	power	NOUN
easat-4600	211	20	supply	supply	NOUN
easat-4600	211	21	,	,	PUNCT
easat-4600	211	22	with	with	ADP
easat-4600	211	23	limited	limited	ADJ
easat-4600	211	24	growth	growth	NOUN
easat-4600	211	25	in	in	ADP
easat-4600	211	26	renewables	renewable	NOUN
easat-4600	211	27	and	and	CCONJ
easat-4600	211	28	storage	storage	NOUN
easat-4600	211	29	.	.	PUNCT
easat-4600	212	1	in	in	ADP
easat-4600	212	2	the	the	DET
easat-4600	212	3	renewable	renewable	ADJ
easat-4600	212	4	energy	energy	NOUN
easat-4600	212	5	policy	policy	NOUN
easat-4600	212	6	scenario	scenario	NOUN
easat-4600	212	7	(	(	PUNCT
easat-4600	212	8	res	re	NOUN
easat-4600	212	9	)	)	PUNCT
easat-4600	212	10	and	and	CCONJ
easat-4600	212	11	high	high	ADJ
easat-4600	212	12	efficiency	efficiency	NOUN
easat-4600	212	13	scenario	scenario	NOUN
easat-4600	212	14	(	(	PUNCT
easat-4600	212	15	hef	hef	NOUN
easat-4600	212	16	)	)	PUNCT
easat-4600	212	17	,	,	PUNCT
easat-4600	212	18	renewable	renewable	ADJ
easat-4600	212	19	energy	energy	NOUN
easat-4600	212	20	shares	share	NOUN
easat-4600	212	21	rise	rise	VERB
easat-4600	212	22	significantly	significantly	ADV
easat-4600	212	23	to	to	ADP
easat-4600	212	24	54	54	NUM
easat-4600	212	25	%	%	NOUN
easat-4600	212	26	and	and	CCONJ
easat-4600	212	27	51	51	NUM
easat-4600	212	28	%	%	NOUN
easat-4600	212	29	,	,	PUNCT
easat-4600	212	30	respectively	respectively	ADV
easat-4600	212	31	,	,	PUNCT
easat-4600	212	32	leading	lead	VERB
easat-4600	212	33	all	all	DET
easat-4600	212	34	other	other	ADJ
easat-4600	212	35	scenarios	scenario	NOUN
easat-4600	212	36	.	.	PUNCT
easat-4600	213	1	meanwhile	meanwhile	ADV
easat-4600	213	2	,	,	PUNCT
easat-4600	213	3	coal	coal	NOUN
easat-4600	213	4	’s	’s	PART
easat-4600	213	5	share	share	NOUN
easat-4600	213	6	declines	decline	VERB
easat-4600	213	7	to	to	ADP
easat-4600	213	8	27	27	NUM
easat-4600	213	9	%	%	NOUN
easat-4600	213	10	in	in	ADP
easat-4600	213	11	the	the	DET
easat-4600	213	12	res	re	NOUN
easat-4600	213	13	scenario	scenario	NOUN
easat-4600	213	14	and	and	CCONJ
easat-4600	213	15	30	30	NUM
easat-4600	213	16	%	%	NOUN
easat-4600	213	17	in	in	ADP
easat-4600	213	18	the	the	DET
easat-4600	213	19	hef	hef	PROPN
easat-4600	213	20	scenario	scenario	PROPN
easat-4600	213	21	.	.	PUNCT
easat-4600	214	1	these	these	DET
easat-4600	214	2	results	result	NOUN
easat-4600	214	3	demonstrate	demonstrate	VERB
easat-4600	214	4	that	that	SCONJ
easat-4600	214	5	promoting	promote	VERB
easat-4600	214	6	renewable	renewable	ADJ
easat-4600	214	7	energy	energy	NOUN
easat-4600	214	8	expansion	expansion	NOUN
easat-4600	214	9	through	through	ADP
easat-4600	214	10	policy	policy	NOUN
easat-4600	214	11	measures	measure	NOUN
easat-4600	214	12	or	or	CCONJ
easat-4600	214	13	improving	improve	VERB
easat-4600	214	14	energy	energy	NOUN
easat-4600	214	15	efficiency	efficiency	NOUN
easat-4600	214	16	can	can	AUX
easat-4600	214	17	significantly	significantly	ADV
easat-4600	214	18	reduce	reduce	VERB
easat-4600	214	19	coal	coal	NOUN
easat-4600	214	20	dependency	dependency	NOUN
easat-4600	214	21	and	and	CCONJ
easat-4600	214	22	enhance	enhance	VERB
easat-4600	214	23	renewable	renewable	ADJ
easat-4600	214	24	energy	energy	NOUN
easat-4600	214	25	utilization	utilization	NOUN
easat-4600	214	26	.	.	PUNCT
easat-4600	215	1	however	however	ADV
easat-4600	215	2	,	,	PUNCT
easat-4600	215	3	storage	storage	NOUN
easat-4600	215	4	shares	share	NOUN
easat-4600	215	5	in	in	ADP
easat-4600	215	6	these	these	DET
easat-4600	215	7	scenarios	scenario	NOUN
easat-4600	215	8	remain	remain	VERB
easat-4600	215	9	limited	limited	ADJ
easat-4600	215	10	at	at	ADP
easat-4600	215	11	3%-4	3%-4	NUM
easat-4600	215	12	%	%	NOUN
easat-4600	215	13	,	,	PUNCT
easat-4600	215	14	suggesting	suggest	VERB
easat-4600	215	15	that	that	SCONJ
easat-4600	215	16	system	system	NOUN
easat-4600	215	17	flexibility	flexibility	NOUN
easat-4600	215	18	continues	continue	VERB
easat-4600	215	19	to	to	PART
easat-4600	215	20	be	be	AUX
easat-4600	215	21	constrained	constrain	VERB
easat-4600	215	22	.	.	PUNCT
easat-4600	216	1	the	the	DET
easat-4600	216	2	high	high	ADJ
easat-4600	216	3	storage	storage	NOUN
easat-4600	216	4	scenario	scenario	NOUN
easat-4600	216	5	(	(	PUNCT
easat-4600	216	6	hst	hst	NOUN
easat-4600	216	7	)	)	PUNCT
easat-4600	216	8	and	and	CCONJ
easat-4600	216	9	comprehensive	comprehensive	ADJ
easat-4600	216	10	optimization	optimization	NOUN
easat-4600	216	11	scenario	scenario	NOUN
easat-4600	216	12	(	(	PUNCT
easat-4600	216	13	cop	cop	NOUN
easat-4600	216	14	)	)	PUNCT
easat-4600	216	15	emphasize	emphasize	VERB
easat-4600	216	16	the	the	DET
easat-4600	216	17	critical	critical	ADJ
easat-4600	216	18	role	role	NOUN
easat-4600	216	19	of	of	ADP
easat-4600	216	20	energy	energy	NOUN
easat-4600	216	21	storage	storage	NOUN
easat-4600	216	22	in	in	ADP
easat-4600	216	23	decarbonized	decarbonized	ADJ
easat-4600	216	24	power	power	NOUN
easat-4600	216	25	systems	system	NOUN
easat-4600	216	26	.	.	PUNCT
easat-4600	217	1	in	in	ADP
easat-4600	217	2	the	the	DET
easat-4600	217	3	hst	hst	PROPN
easat-4600	217	4	scenario	scenario	PROPN
easat-4600	217	5	,	,	PUNCT
easat-4600	217	6	storage	storage	NOUN
easat-4600	217	7	’s	’s	PART
easat-4600	217	8	share	share	NOUN
easat-4600	217	9	increases	increase	VERB
easat-4600	217	10	substantially	substantially	ADV
easat-4600	217	11	to	to	ADP
easat-4600	217	12	20	20	NUM
easat-4600	217	13	%	%	NOUN
easat-4600	217	14	,	,	PUNCT
easat-4600	217	15	reducing	reduce	VERB
easat-4600	217	16	coal	coal	NOUN
easat-4600	217	17	’s	’s	PART
easat-4600	217	18	share	share	NOUN
easat-4600	217	19	to	to	ADP
easat-4600	217	20	22	22	NUM
easat-4600	217	21	%	%	NOUN
easat-4600	217	22	,	,	PUNCT
easat-4600	217	23	while	while	SCONJ
easat-4600	217	24	renewable	renewable	ADJ
easat-4600	217	25	energy	energy	NOUN
easat-4600	217	26	accounts	account	NOUN
easat-4600	217	27	for	for	ADP
easat-4600	217	28	42	42	NUM
easat-4600	217	29	%	%	NOUN
easat-4600	217	30	.	.	PUNCT
easat-4600	218	1	in	in	ADP
easat-4600	218	2	contrast	contrast	NOUN
easat-4600	218	3	,	,	PUNCT
easat-4600	218	4	the	the	DET
easat-4600	218	5	cop	cop	NOUN
easat-4600	218	6	scenario	scenario	NOUN
easat-4600	218	7	achieves	achieve	VERB
easat-4600	218	8	a	a	DET
easat-4600	218	9	balanced	balanced	ADJ
easat-4600	218	10	approach	approach	NOUN
easat-4600	218	11	with	with	ADP
easat-4600	218	12	high	high	ADJ
easat-4600	218	13	storage	storage	NOUN
easat-4600	218	14	,	,	PUNCT
easat-4600	218	15	significant	significant	ADJ
easat-4600	218	16	renewable	renewable	ADJ
easat-4600	218	17	energy	energy	NOUN
easat-4600	218	18	,	,	PUNCT
easat-4600	218	19	and	and	CCONJ
easat-4600	218	20	efficient	efficient	ADJ
easat-4600	218	21	coal	coal	NOUN
easat-4600	218	22	use	use	NOUN
easat-4600	218	23	,	,	PUNCT
easat-4600	218	24	resulting	result	VERB
easat-4600	218	25	in	in	ADP
easat-4600	218	26	a	a	DET
easat-4600	218	27	storage	storage	NOUN
easat-4600	218	28	share	share	NOUN
easat-4600	218	29	of	of	ADP
easat-4600	218	30	17	17	NUM
easat-4600	218	31	%	%	NOUN
easat-4600	218	32	,	,	PUNCT
easat-4600	218	33	renewable	renewable	ADJ
easat-4600	218	34	energy	energy	NOUN
easat-4600	218	35	at	at	ADP
easat-4600	218	36	48	48	NUM
easat-4600	218	37	%	%	NOUN
easat-4600	218	38	,	,	PUNCT
easat-4600	218	39	and	and	CCONJ
easat-4600	218	40	coal	coal	NOUN
easat-4600	218	41	at	at	ADP
easat-4600	218	42	23	23	NUM
easat-4600	218	43	%	%	NOUN
easat-4600	218	44	.	.	PUNCT
easat-4600	219	1	the	the	DET
easat-4600	219	2	cop	cop	PROPN
easat-4600	219	3	scenario	scenario	NOUN
easat-4600	219	4	optimally	optimally	ADV
easat-4600	219	5	integrates	integrate	VERB
easat-4600	219	6	renewable	renewable	ADJ
easat-4600	219	7	energy	energy	NOUN
easat-4600	219	8	development	development	NOUN
easat-4600	219	9	and	and	CCONJ
easat-4600	219	10	system	system	NOUN
easat-4600	219	11	flexibility	flexibility	NOUN
easat-4600	219	12	,	,	PUNCT
easat-4600	219	13	achieving	achieve	VERB
easat-4600	219	14	the	the	DET
easat-4600	219	15	lowest	low	ADJ
easat-4600	219	16	reliance	reliance	NOUN
easat-4600	219	17	on	on	ADP
easat-4600	219	18	coal	coal	NOUN
easat-4600	219	19	while	while	SCONJ
easat-4600	219	20	maintaining	maintain	VERB
easat-4600	219	21	higher	high	ADJ
easat-4600	219	22	efficiency	efficiency	NOUN
easat-4600	219	23	,	,	PUNCT
easat-4600	219	24	presenting	present	VERB
easat-4600	219	25	an	an	DET
easat-4600	219	26	ideal	ideal	ADJ
easat-4600	219	27	pathway	pathway	NOUN
easat-4600	219	28	for	for	ADP
easat-4600	219	29	the	the	DET
easat-4600	219	30	energy	energy	NOUN
easat-4600	219	31	transition	transition	NOUN
easat-4600	219	32	.	.	PUNCT
easat-4600	220	1	3.3	3.3	NUM
easat-4600	220	2	.	.	PUNCT
easat-4600	221	1	energy	energy	NOUN
easat-4600	221	2	flow	flow	NOUN
easat-4600	221	3	in	in	ADP
easat-4600	221	4	analyzing	analyze	VERB
easat-4600	221	5	the	the	DET
easat-4600	221	6	energy	energy	NOUN
easat-4600	221	7	sankey	sankey	PROPN
easat-4600	221	8	diagrams	diagram	NOUN
easat-4600	221	9	of	of	ADP
easat-4600	221	10	the	the	DET
easat-4600	221	11	three	three	NUM
easat-4600	221	12	typical	typical	ADJ
easat-4600	221	13	scenarios	scenario	NOUN
easat-4600	221	14	(	(	PUNCT
easat-4600	221	15	bau-2035	bau-2035	NOUN
easat-4600	221	16	,	,	PUNCT
easat-4600	221	17	res-2035	res-2035	NOUN
easat-4600	221	18	,	,	PUNCT
easat-4600	221	19	and	and	CCONJ
easat-4600	221	20	cop-2035	cop-2035	ADJ
easat-4600	221	21	)	)	PUNCT
easat-4600	221	22	,	,	PUNCT
easat-4600	221	23	significant	significant	ADJ
easat-4600	221	24	differences	difference	NOUN
easat-4600	221	25	in	in	ADP
easat-4600	221	26	energy	energy	NOUN
easat-4600	221	27	flow	flow	NOUN
easat-4600	221	28	,	,	PUNCT
easat-4600	221	29	utilization	utilization	NOUN
easat-4600	221	30	efficiency	efficiency	NOUN
easat-4600	221	31	,	,	PUNCT
easat-4600	221	32	and	and	CCONJ
easat-4600	221	33	carbon	carbon	NOUN
easat-4600	221	34	emissions	emission	NOUN
easat-4600	221	35	emerge	emerge	VERB
easat-4600	221	36	,	,	PUNCT
easat-4600	221	37	as	as	SCONJ
easat-4600	221	38	shown	show	VERB
easat-4600	221	39	in	in	ADP
easat-4600	221	40	figure	figure	NOUN
easat-4600	221	41	5	5	NUM
easat-4600	221	42	.	.	PUNCT
easat-4600	221	43	in	in	ADP
easat-4600	221	44	bau-2035	bau-2035	NOUN
easat-4600	221	45	,	,	PUNCT
easat-4600	221	46	reliance	reliance	NOUN
easat-4600	221	47	on	on	ADP
easat-4600	221	48	traditional	traditional	ADJ
easat-4600	221	49	coal	coal	NOUN
easat-4600	221	50	and	and	CCONJ
easat-4600	221	51	fossil	fossil	ADJ
easat-4600	221	52	fuels	fuel	NOUN
easat-4600	221	53	remains	remain	VERB
easat-4600	221	54	predominant	predominant	ADJ
easat-4600	221	55	,	,	PUNCT
easat-4600	221	56	with	with	ADP
easat-4600	221	57	renewable	renewable	ADJ
easat-4600	221	58	energy	energy	NOUN
easat-4600	221	59	making	make	VERB
easat-4600	221	60	limited	limited	ADJ
easat-4600	221	61	contributions	contribution	NOUN
easat-4600	221	62	.	.	PUNCT
easat-4600	222	1	energy	energy	NOUN
easat-4600	222	2	utilization	utilization	NOUN
easat-4600	222	3	efficiency	efficiency	NOUN
easat-4600	222	4	is	be	AUX
easat-4600	222	5	low	low	ADJ
easat-4600	222	6	,	,	PUNCT
easat-4600	222	7	and	and	CCONJ
easat-4600	222	8	grid	grid	NOUN
easat-4600	222	9	losses	loss	NOUN
easat-4600	222	10	are	be	AUX
easat-4600	222	11	substantial	substantial	ADJ
easat-4600	222	12	.	.	PUNCT
easat-4600	223	1	electricity	electricity	NOUN
easat-4600	223	2	consumption	consumption	NOUN
easat-4600	223	3	is	be	AUX
easat-4600	223	4	heavily	heavily	ADV
easat-4600	223	5	concentrated	concentrated	ADJ
easat-4600	223	6	in	in	ADP
easat-4600	223	7	the	the	DET
easat-4600	223	8	industrial	industrial	ADJ
easat-4600	223	9	sector	sector	NOUN
easat-4600	223	10	,	,	PUNCT
easat-4600	223	11	exemplifying	exemplify	VERB
easat-4600	223	12	a	a	DET
easat-4600	223	13	traditional	traditional	ADJ
easat-4600	223	14	model	model	NOUN
easat-4600	223	15	that	that	PRON
easat-4600	223	16	prioritizes	prioritize	VERB
easat-4600	223	17	energy	energy	NOUN
easat-4600	223	18	supply	supply	NOUN
easat-4600	223	19	at	at	ADP
easat-4600	223	20	the	the	DET
easat-4600	223	21	expense	expense	NOUN
easat-4600	223	22	of	of	ADP
easat-4600	223	23	high	high	ADJ
easat-4600	223	24	carbon	carbon	NOUN
easat-4600	223	25	emissions	emission	NOUN
easat-4600	223	26	.	.	PUNCT
easat-4600	224	1	the	the	DET
easat-4600	224	2	res-2035	res-2035	PROPN
easat-4600	224	3	scenario	scenario	PROPN
easat-4600	224	4	marks	mark	VERB
easat-4600	224	5	the	the	DET
easat-4600	224	6	beginning	beginning	NOUN
easat-4600	224	7	of	of	ADP
easat-4600	224	8	a	a	DET
easat-4600	224	9	transition	transition	NOUN
easat-4600	224	10	toward	toward	ADP
easat-4600	224	11	a	a	DET
easat-4600	224	12	low	low	ADJ
easat-4600	224	13	-	-	PUNCT
easat-4600	224	14	carbon	carbon	NOUN
easat-4600	224	15	energy	energy	NOUN
easat-4600	224	16	system	system	NOUN
easat-4600	224	17	.	.	PUNCT
easat-4600	225	1	renewable	renewable	ADJ
easat-4600	225	2	energy	energy	NOUN
easat-4600	225	3	's	's	PART
easat-4600	225	4	share	share	NOUN
easat-4600	225	5	increases	increase	VERB
easat-4600	225	6	significantly	significantly	ADV
easat-4600	225	7	,	,	PUNCT
easat-4600	225	8	with	with	ADP
easat-4600	225	9	wind	wind	NOUN
easat-4600	225	10	,	,	PUNCT
easat-4600	225	11	solar	solar	ADJ
easat-4600	225	12	,	,	PUNCT
easat-4600	225	13	and	and	CCONJ
easat-4600	225	14	hydropower	hydropower	NOUN
easat-4600	225	15	becoming	become	VERB
easat-4600	225	16	key	key	ADJ
easat-4600	225	17	contributors	contributor	NOUN
easat-4600	225	18	.	.	PUNCT
easat-4600	226	1	reliance	reliance	NOUN
easat-4600	226	2	on	on	ADP
easat-4600	226	3	fossil	fossil	ADJ
easat-4600	226	4	fuels	fuel	NOUN
easat-4600	226	5	decreases	decrease	VERB
easat-4600	226	6	notably	notably	ADV
easat-4600	226	7	,	,	PUNCT
easat-4600	226	8	while	while	SCONJ
easat-4600	226	9	electricity	electricity	NOUN
easat-4600	226	10	imports	import	NOUN
easat-4600	226	11	rise	rise	VERB
easat-4600	226	12	to	to	PART
easat-4600	226	13	mitigate	mitigate	VERB
easat-4600	226	14	the	the	DET
easat-4600	226	15	intermittency	intermittency	NOUN
easat-4600	226	16	of	of	ADP
easat-4600	226	17	domestic	domestic	ADJ
easat-4600	226	18	renewable	renewable	ADJ
easat-4600	226	19	sources	source	NOUN
easat-4600	226	20	.	.	PUNCT
easat-4600	227	1	additionally	additionally	ADV
easat-4600	227	2	,	,	PUNCT
easat-4600	227	3	electricity	electricity	NOUN
easat-4600	227	4	consumption	consumption	NOUN
easat-4600	227	5	gradually	gradually	ADV
easat-4600	227	6	shifts	shift	NOUN
easat-4600	227	7	toward	toward	ADP
easat-4600	227	8	the	the	DET
easat-4600	227	9	service	service	NOUN
easat-4600	227	10	and	and	CCONJ
easat-4600	227	11	residential	residential	ADJ
easat-4600	227	12	sectors	sector	NOUN
easat-4600	227	13	,	,	PUNCT
easat-4600	227	14	mirroring	mirror	VERB
easat-4600	227	15	economic	economic	ADJ
easat-4600	227	16	structural	structural	ADJ
easat-4600	227	17	adjustments	adjustment	NOUN
easat-4600	227	18	.	.	PUNCT
easat-4600	228	1	although	although	SCONJ
easat-4600	228	2	power	power	NOUN
easat-4600	228	3	generation	generation	NOUN
easat-4600	228	4	efficiency	efficiency	NOUN
easat-4600	228	5	and	and	CCONJ
easat-4600	228	6	energy	energy	NOUN
easat-4600	228	7	utilization	utilization	NOUN
easat-4600	228	8	improve	improve	VERB
easat-4600	228	9	,	,	PUNCT
easat-4600	228	10	challenges	challenge	NOUN
easat-4600	228	11	persist	persist	VERB
easat-4600	228	12	in	in	ADP
easat-4600	228	13	storage	storage	NOUN
easat-4600	228	14	infrastructure	infrastructure	NOUN
easat-4600	228	15	and	and	CCONJ
easat-4600	228	16	grid	grid	NOUN
easat-4600	228	17	flexibility	flexibility	NOUN
easat-4600	228	18	.	.	PUNCT
easat-4600	229	1	in	in	ADP
easat-4600	229	2	cop-2035	cop-2035	NOUN
easat-4600	229	3	,	,	PUNCT
easat-4600	229	4	the	the	DET
easat-4600	229	5	energy	energy	NOUN
easat-4600	229	6	system	system	NOUN
easat-4600	229	7	and	and	CCONJ
easat-4600	229	8	power	power	NOUN
easat-4600	229	9	generation	generation	NOUN
easat-4600	229	10	efficiency	efficiency	NOUN
easat-4600	229	11	are	be	AUX
easat-4600	229	12	further	far	ADV
easat-4600	229	13	optimized	optimize	VERB
easat-4600	229	14	,	,	PUNCT
easat-4600	229	15	achieving	achieve	VERB
easat-4600	229	16	full	full	ADJ
easat-4600	229	17	decarbonization	decarbonization	NOUN
easat-4600	229	18	.	.	PUNCT
easat-4600	230	1	coal	coal	NOUN
easat-4600	230	2	and	and	CCONJ
easat-4600	230	3	natural	natural	ADJ
easat-4600	230	4	gas	gas	NOUN
easat-4600	230	5	are	be	AUX
easat-4600	230	6	nearly	nearly	ADV
easat-4600	230	7	phased	phase	VERB
easat-4600	230	8	out	out	ADP
easat-4600	230	9	,	,	PUNCT
easat-4600	230	10	with	with	ADP
easat-4600	230	11	renewable	renewable	ADJ
easat-4600	230	12	energy	energy	NOUN
easat-4600	230	13	dominating	dominate	VERB
easat-4600	230	14	the	the	DET
easat-4600	230	15	supply	supply	NOUN
easat-4600	230	16	.	.	PUNCT
easat-4600	231	1	grid	grid	NOUN
easat-4600	231	2	losses	loss	NOUN
easat-4600	231	3	are	be	AUX
easat-4600	231	4	sharply	sharply	ADV
easat-4600	231	5	reduced	reduce	VERB
easat-4600	231	6	,	,	PUNCT
easat-4600	231	7	and	and	CCONJ
easat-4600	231	8	imported	import	VERB
easat-4600	231	9	electricity	electricity	NOUN
easat-4600	231	10	plays	play	VERB
easat-4600	231	11	a	a	DET
easat-4600	231	12	critical	critical	ADJ
easat-4600	231	13	role	role	NOUN
easat-4600	231	14	in	in	ADP
easat-4600	231	15	enhancing	enhance	VERB
easat-4600	231	16	system	system	NOUN
easat-4600	231	17	flexibility	flexibility	NOUN
easat-4600	231	18	and	and	CCONJ
easat-4600	231	19	supporting	support	VERB
easat-4600	231	20	decarbonization	decarbonization	NOUN
easat-4600	231	21	.	.	PUNCT
easat-4600	232	1	energy	energy	NOUN
easat-4600	232	2	utilization	utilization	NOUN
easat-4600	232	3	efficiency	efficiency	NOUN
easat-4600	232	4	reaches	reach	VERB
easat-4600	232	5	its	its	PRON
easat-4600	232	6	peak	peak	NOUN
easat-4600	232	7	.	.	PUNCT
easat-4600	233	1	while	while	SCONJ
easat-4600	233	2	this	this	DET
easat-4600	233	3	scenario	scenario	NOUN
easat-4600	233	4	represents	represent	VERB
easat-4600	233	5	an	an	DET
easat-4600	233	6	ideal	ideal	ADJ
easat-4600	233	7	and	and	CCONJ
easat-4600	233	8	highly	highly	ADV
easat-4600	233	9	optimized	optimize	VERB
easat-4600	233	10	energy	energy	NOUN
easat-4600	233	11	system	system	NOUN
easat-4600	233	12	,	,	PUNCT
easat-4600	233	13	it	it	PRON
easat-4600	233	14	necessitates	necessitate	VERB
easat-4600	233	15	more	more	ADV
easat-4600	233	16	robust	robust	ADJ
easat-4600	233	17	solutions	solution	NOUN
easat-4600	233	18	for	for	ADP
easat-4600	233	19	managing	manage	VERB
easat-4600	233	20	renewable	renewable	ADJ
easat-4600	233	21	energy	energy	NOUN
easat-4600	233	22	intermittency	intermittency	NOUN
easat-4600	233	23	,	,	PUNCT
easat-4600	233	24	advancing	advance	VERB
easat-4600	233	25	storage	storage	NOUN
easat-4600	233	26	technologies	technology	NOUN
easat-4600	233	27	,	,	PUNCT
easat-4600	233	28	and	and	CCONJ
easat-4600	233	29	bolstering	bolster	VERB
easat-4600	233	30	policy	policy	NOUN
easat-4600	233	31	support	support	NOUN
easat-4600	233	32	.	.	PUNCT
easat-4600	234	1	804	804	NUM
easat-4600	234	2	edelweiss	edelweiss	PROPN
easat-4600	234	3	applied	apply	VERB
easat-4600	234	4	science	science	NOUN
easat-4600	234	5	and	and	CCONJ
easat-4600	234	6	technology	technology	NOUN
easat-4600	234	7	issn	issn	PROPN
easat-4600	234	8	:	:	PUNCT
easat-4600	234	9	2576	2576	NUM
easat-4600	234	10	-	-	SYM
easat-4600	234	11	8484	8484	NUM
easat-4600	234	12	vol	vol	NOUN
easat-4600	234	13	.	.	PROPN
easat-4600	235	1	9	9	NUM
easat-4600	235	2	,	,	PUNCT
easat-4600	235	3	no	no	INTJ
easat-4600	235	4	.	.	NOUN
easat-4600	235	5	2	2	NUM
easat-4600	235	6	:	:	PUNCT
easat-4600	235	7	793	793	NUM
easat-4600	235	8	-	-	SYM
easat-4600	235	9	814	814	NUM
easat-4600	235	10	,	,	PUNCT
easat-4600	235	11	2025	2025	NUM
easat-4600	235	12	doi	doi	NOUN
easat-4600	235	13	:	:	PUNCT
easat-4600	235	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	235	15	©	©	PROPN
easat-4600	235	16	2025	2025	NUM
easat-4600	235	17	by	by	ADP
easat-4600	235	18	the	the	DET
easat-4600	235	19	authors	author	NOUN
easat-4600	235	20	;	;	PUNCT
easat-4600	235	21	licensee	licensee	PROPN
easat-4600	235	22	learning	learning	NOUN
easat-4600	235	23	gate	gate	PROPN
easat-4600	235	24	a.bau-2035	a.bau-2035	PUNCT
easat-4600	235	25	energy	energy	PROPN
easat-4600	235	26	sankey	sankey	PROPN
easat-4600	235	27	diagram	diagram	PROPN
easat-4600	235	28	b.	b.	PROPN
easat-4600	235	29	res-2035	res-2035	PROPN
easat-4600	235	30	energy	energy	PROPN
easat-4600	235	31	sankey	sankey	PROPN
easat-4600	235	32	diagram	diagram	PROPN
easat-4600	235	33	c.	c.	PROPN
easat-4600	235	34	cop-2035	cop-2035	PROPN
easat-4600	235	35	energy	energy	PROPN
easat-4600	235	36	sankey	sankey	PROPN
easat-4600	235	37	diagram	diagram	PROPN
easat-4600	235	38	figure	figure	NOUN
easat-4600	235	39	4	4	NUM
easat-4600	235	40	.	.	PUNCT
easat-4600	235	41	sankey	sankey	ADJ
easat-4600	235	42	diagram	diagram	NOUN
easat-4600	235	43	of	of	ADP
easat-4600	235	44	the	the	DET
easat-4600	235	45	hunan	hunan	PROPN
easat-4600	235	46	power	power	NOUN
easat-4600	235	47	system	system	NOUN
easat-4600	235	48	in	in	ADP
easat-4600	235	49	2035	2035	NUM
easat-4600	235	50	for	for	ADP
easat-4600	235	51	the	the	DET
easat-4600	235	52	typical	typical	ADJ
easat-4600	235	53	three	three	NUM
easat-4600	235	54	scenarios	scenario	NOUN
easat-4600	235	55	805	805	NUM
easat-4600	235	56	edelweiss	edelweiss	PROPN
easat-4600	235	57	applied	apply	VERB
easat-4600	235	58	science	science	NOUN
easat-4600	235	59	and	and	CCONJ
easat-4600	235	60	technology	technology	NOUN
easat-4600	235	61	issn	issn	PROPN
easat-4600	235	62	:	:	PUNCT
easat-4600	235	63	2576	2576	NUM
easat-4600	235	64	-	-	SYM
easat-4600	235	65	8484	8484	NUM
easat-4600	235	66	vol	vol	NOUN
easat-4600	235	67	.	.	PROPN
easat-4600	236	1	9	9	NUM
easat-4600	236	2	,	,	PUNCT
easat-4600	236	3	no	no	INTJ
easat-4600	236	4	.	.	NOUN
easat-4600	236	5	2	2	NUM
easat-4600	236	6	:	:	PUNCT
easat-4600	236	7	793	793	NUM
easat-4600	236	8	-	-	SYM
easat-4600	236	9	814	814	NUM
easat-4600	236	10	,	,	PUNCT
easat-4600	236	11	2025	2025	NUM
easat-4600	236	12	doi	doi	NOUN
easat-4600	236	13	:	:	PUNCT
easat-4600	236	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	236	15	©	©	PROPN
easat-4600	236	16	2025	2025	NUM
easat-4600	236	17	by	by	ADP
easat-4600	236	18	the	the	DET
easat-4600	236	19	authors	author	NOUN
easat-4600	236	20	;	;	PUNCT
easat-4600	236	21	licensee	licensee	PROPN
easat-4600	236	22	learning	learning	NOUN
easat-4600	236	23	gate	gate	NOUN
easat-4600	236	24	3.4	3.4	NUM
easat-4600	236	25	.	.	PUNCT
easat-4600	237	1	co2	co2	NOUN
easat-4600	237	2	emissions	emission	NOUN
easat-4600	237	3	figure	figure	NOUN
easat-4600	237	4	5	5	NUM
easat-4600	237	5	illustrates	illustrate	VERB
easat-4600	237	6	the	the	DET
easat-4600	237	7	co₂	co₂	PROPN
easat-4600	237	8	emissions	emission	NOUN
easat-4600	237	9	from	from	ADP
easat-4600	237	10	electricity	electricity	NOUN
easat-4600	237	11	generation	generation	NOUN
easat-4600	237	12	under	under	ADP
easat-4600	237	13	different	different	ADJ
easat-4600	237	14	scenarios	scenario	NOUN
easat-4600	237	15	,	,	PUNCT
easat-4600	237	16	revealing	reveal	VERB
easat-4600	237	17	significant	significant	ADJ
easat-4600	237	18	variations	variation	NOUN
easat-4600	237	19	that	that	PRON
easat-4600	237	20	underscore	underscore	VERB
easat-4600	237	21	the	the	DET
easat-4600	237	22	impact	impact	NOUN
easat-4600	237	23	of	of	ADP
easat-4600	237	24	energy	energy	NOUN
easat-4600	237	25	transition	transition	NOUN
easat-4600	237	26	pathways	pathway	NOUN
easat-4600	237	27	and	and	CCONJ
easat-4600	237	28	policy	policy	NOUN
easat-4600	237	29	measures	measure	NOUN
easat-4600	237	30	.	.	PUNCT
easat-4600	238	1	under	under	ADP
easat-4600	238	2	the	the	DET
easat-4600	238	3	business	business	NOUN
easat-4600	238	4	-	-	PUNCT
easat-4600	238	5	as	as	ADP
easat-4600	238	6	-	-	PUNCT
easat-4600	238	7	usual	usual	ADJ
easat-4600	238	8	(	(	PUNCT
easat-4600	238	9	bau	bau	PROPN
easat-4600	238	10	)	)	PUNCT
easat-4600	238	11	scenario	scenario	PROPN
easat-4600	238	12	,	,	PUNCT
easat-4600	238	13	co₂	co₂	PROPN
easat-4600	238	14	emissions	emission	NOUN
easat-4600	238	15	rise	rise	VERB
easat-4600	238	16	from	from	ADP
easat-4600	238	17	83.0	83.0	NUM
easat-4600	238	18	million	million	NUM
easat-4600	238	19	metric	metric	ADJ
easat-4600	238	20	tons	ton	NOUN
easat-4600	238	21	in	in	ADP
easat-4600	238	22	2022	2022	NUM
easat-4600	238	23	to	to	ADP
easat-4600	238	24	136.3	136.3	NUM
easat-4600	238	25	million	million	NUM
easat-4600	238	26	metric	metric	ADJ
easat-4600	238	27	tons	ton	NOUN
easat-4600	238	28	in	in	ADP
easat-4600	238	29	2035	2035	NUM
easat-4600	238	30	,	,	PUNCT
easat-4600	238	31	an	an	DET
easat-4600	238	32	increase	increase	NOUN
easat-4600	238	33	of	of	ADP
easat-4600	238	34	64.2	64.2	NUM
easat-4600	238	35	%	%	NOUN
easat-4600	238	36	.	.	PUNCT
easat-4600	239	1	this	this	DET
easat-4600	239	2	trend	trend	NOUN
easat-4600	239	3	reflects	reflect	VERB
easat-4600	239	4	continued	continued	ADJ
easat-4600	239	5	reliance	reliance	NOUN
easat-4600	239	6	on	on	ADP
easat-4600	239	7	fossil	fossil	ADJ
easat-4600	239	8	fuels	fuel	NOUN
easat-4600	239	9	and	and	CCONJ
easat-4600	239	10	limited	limited	ADJ
easat-4600	239	11	progress	progress	NOUN
easat-4600	239	12	in	in	ADP
easat-4600	239	13	transitioning	transition	VERB
easat-4600	239	14	to	to	ADP
easat-4600	239	15	a	a	DET
easat-4600	239	16	low	low	ADJ
easat-4600	239	17	-	-	PUNCT
easat-4600	239	18	carbon	carbon	NOUN
easat-4600	239	19	power	power	NOUN
easat-4600	239	20	sector	sector	NOUN
easat-4600	239	21	without	without	ADP
easat-4600	239	22	additional	additional	ADJ
easat-4600	239	23	policy	policy	NOUN
easat-4600	239	24	interventions	intervention	NOUN
easat-4600	239	25	.	.	PUNCT
easat-4600	240	1	in	in	ADP
easat-4600	240	2	contrast	contrast	NOUN
easat-4600	240	3	,	,	PUNCT
easat-4600	240	4	the	the	DET
easat-4600	240	5	comprehensive	comprehensive	ADJ
easat-4600	240	6	optimization	optimization	NOUN
easat-4600	240	7	policy	policy	NOUN
easat-4600	240	8	(	(	PUNCT
easat-4600	240	9	cop	cop	NOUN
easat-4600	240	10	)	)	PUNCT
easat-4600	240	11	scenario	scenario	NOUN
easat-4600	240	12	achieves	achieve	VERB
easat-4600	240	13	substantial	substantial	ADJ
easat-4600	240	14	emissions	emission	NOUN
easat-4600	240	15	reductions	reduction	NOUN
easat-4600	240	16	.	.	PUNCT
easat-4600	241	1	by	by	ADP
easat-4600	241	2	promoting	promote	VERB
easat-4600	241	3	renewable	renewable	ADJ
easat-4600	241	4	energy	energy	NOUN
easat-4600	241	5	development	development	NOUN
easat-4600	241	6	,	,	PUNCT
easat-4600	241	7	advancing	advance	VERB
easat-4600	241	8	energy	energy	NOUN
easat-4600	241	9	storage	storage	NOUN
easat-4600	241	10	technologies	technology	NOUN
easat-4600	241	11	,	,	PUNCT
easat-4600	241	12	and	and	CCONJ
easat-4600	241	13	retrofitting	retrofit	VERB
easat-4600	241	14	coal	coal	NOUN
easat-4600	241	15	-	-	PUNCT
easat-4600	241	16	fired	fire	VERB
easat-4600	241	17	power	power	NOUN
easat-4600	241	18	plants	plant	NOUN
easat-4600	241	19	for	for	ADP
easat-4600	241	20	greater	great	ADJ
easat-4600	241	21	flexibility	flexibility	NOUN
easat-4600	241	22	,	,	PUNCT
easat-4600	241	23	co₂	co₂	PROPN
easat-4600	241	24	emissions	emission	NOUN
easat-4600	241	25	drop	drop	VERB
easat-4600	241	26	to	to	ADP
easat-4600	241	27	43.2	43.2	NUM
easat-4600	241	28	million	million	NUM
easat-4600	241	29	metric	metric	ADJ
easat-4600	241	30	tons	ton	NOUN
easat-4600	241	31	by	by	ADP
easat-4600	241	32	2035	2035	NUM
easat-4600	241	33	,	,	PUNCT
easat-4600	241	34	a	a	DET
easat-4600	241	35	48	48	NUM
easat-4600	241	36	%	%	NOUN
easat-4600	241	37	decrease	decrease	NOUN
easat-4600	241	38	from	from	ADP
easat-4600	241	39	2022	2022	NUM
easat-4600	241	40	.	.	PUNCT
easat-4600	242	1	notably	notably	ADV
easat-4600	242	2	,	,	PUNCT
easat-4600	242	3	the	the	DET
easat-4600	242	4	2035	2035	NUM
easat-4600	242	5	emissions	emission	NOUN
easat-4600	242	6	under	under	ADP
easat-4600	242	7	the	the	DET
easat-4600	242	8	cop	cop	NOUN
easat-4600	242	9	scenario	scenario	NOUN
easat-4600	242	10	are	be	AUX
easat-4600	242	11	only	only	ADV
easat-4600	242	12	31.7	31.7	NUM
easat-4600	242	13	%	%	NOUN
easat-4600	242	14	of	of	ADP
easat-4600	242	15	those	those	PRON
easat-4600	242	16	in	in	ADP
easat-4600	242	17	the	the	DET
easat-4600	242	18	bau	bau	PROPN
easat-4600	242	19	scenario	scenario	PROPN
easat-4600	242	20	,	,	PUNCT
easat-4600	242	21	highlighting	highlight	VERB
easat-4600	242	22	the	the	DET
easat-4600	242	23	critical	critical	ADJ
easat-4600	242	24	importance	importance	NOUN
easat-4600	242	25	of	of	ADP
easat-4600	242	26	coordinated	coordinate	VERB
easat-4600	242	27	policies	policy	NOUN
easat-4600	242	28	in	in	ADP
easat-4600	242	29	achieving	achieve	VERB
easat-4600	242	30	low	low	ADJ
easat-4600	242	31	-	-	PUNCT
easat-4600	242	32	carbon	carbon	NOUN
easat-4600	242	33	goals	goal	NOUN
easat-4600	242	34	.	.	PUNCT
easat-4600	243	1	the	the	DET
easat-4600	243	2	high	high	ADJ
easat-4600	243	3	-	-	PUNCT
easat-4600	243	4	efficiency	efficiency	NOUN
easat-4600	243	5	(	(	PUNCT
easat-4600	243	6	hef	hef	NOUN
easat-4600	243	7	)	)	PUNCT
easat-4600	243	8	and	and	CCONJ
easat-4600	243	9	high	high	ADJ
easat-4600	243	10	-	-	PUNCT
easat-4600	243	11	storage	storage	NOUN
easat-4600	243	12	(	(	PUNCT
easat-4600	243	13	hst	hst	NOUN
easat-4600	243	14	)	)	PUNCT
easat-4600	243	15	scenarios	scenario	NOUN
easat-4600	243	16	demonstrate	demonstrate	VERB
easat-4600	243	17	moderate	moderate	ADJ
easat-4600	243	18	emissions	emission	NOUN
easat-4600	243	19	reductions	reduction	NOUN
easat-4600	243	20	.	.	PUNCT
easat-4600	244	1	in	in	ADP
easat-4600	244	2	the	the	DET
easat-4600	244	3	hef	hef	PROPN
easat-4600	244	4	scenario	scenario	PROPN
easat-4600	244	5	,	,	PUNCT
easat-4600	244	6	focusing	focus	VERB
easat-4600	244	7	on	on	ADP
easat-4600	244	8	energy	energy	NOUN
easat-4600	244	9	efficiency	efficiency	NOUN
easat-4600	244	10	improvements	improvement	NOUN
easat-4600	244	11	and	and	CCONJ
easat-4600	244	12	optimization	optimization	NOUN
easat-4600	244	13	,	,	PUNCT
easat-4600	244	14	emissions	emission	NOUN
easat-4600	244	15	decline	decline	VERB
easat-4600	244	16	to	to	ADP
easat-4600	244	17	63.6	63.6	NUM
easat-4600	244	18	million	million	NUM
easat-4600	244	19	metric	metric	ADJ
easat-4600	244	20	tons	ton	NOUN
easat-4600	244	21	in	in	ADP
easat-4600	244	22	2035	2035	NUM
easat-4600	244	23	,	,	PUNCT
easat-4600	244	24	a	a	DET
easat-4600	244	25	23.4	23.4	NUM
easat-4600	244	26	%	%	NOUN
easat-4600	244	27	reduction	reduction	NOUN
easat-4600	244	28	from	from	ADP
easat-4600	244	29	2022	2022	NUM
easat-4600	244	30	.	.	PUNCT
easat-4600	245	1	meanwhile	meanwhile	ADV
easat-4600	245	2	,	,	PUNCT
easat-4600	245	3	the	the	DET
easat-4600	245	4	hst	hst	PROPN
easat-4600	245	5	scenario	scenario	PROPN
easat-4600	245	6	,	,	PUNCT
easat-4600	245	7	which	which	PRON
easat-4600	245	8	emphasizes	emphasize	VERB
easat-4600	245	9	large	large	ADJ
easat-4600	245	10	-	-	PUNCT
easat-4600	245	11	scale	scale	NOUN
easat-4600	245	12	deployment	deployment	NOUN
easat-4600	245	13	of	of	ADP
easat-4600	245	14	energy	energy	NOUN
easat-4600	245	15	storage	storage	NOUN
easat-4600	245	16	technologies	technology	NOUN
easat-4600	245	17	to	to	PART
easat-4600	245	18	enhance	enhance	VERB
easat-4600	245	19	system	system	NOUN
easat-4600	245	20	flexibility	flexibility	NOUN
easat-4600	245	21	and	and	CCONJ
easat-4600	245	22	renewable	renewable	ADJ
easat-4600	245	23	energy	energy	NOUN
easat-4600	245	24	integration	integration	NOUN
easat-4600	245	25	,	,	PUNCT
easat-4600	245	26	sees	see	VERB
easat-4600	245	27	emissions	emission	NOUN
easat-4600	245	28	of	of	ADP
easat-4600	245	29	89.7	89.7	NUM
easat-4600	245	30	million	million	NUM
easat-4600	245	31	metric	metric	ADJ
easat-4600	245	32	tons	ton	NOUN
easat-4600	245	33	,	,	PUNCT
easat-4600	245	34	representing	represent	VERB
easat-4600	245	35	a	a	DET
easat-4600	245	36	modest	modest	ADJ
easat-4600	245	37	8.0	8.0	NUM
easat-4600	245	38	%	%	NOUN
easat-4600	245	39	reduction	reduction	NOUN
easat-4600	245	40	.	.	PUNCT
easat-4600	246	1	these	these	DET
easat-4600	246	2	outcomes	outcome	NOUN
easat-4600	246	3	suggest	suggest	VERB
easat-4600	246	4	that	that	SCONJ
easat-4600	246	5	relying	rely	VERB
easat-4600	246	6	on	on	ADP
easat-4600	246	7	a	a	DET
easat-4600	246	8	single	single	ADJ
easat-4600	246	9	technological	technological	ADJ
easat-4600	246	10	strategy	strategy	NOUN
easat-4600	246	11	limits	limit	VERB
easat-4600	246	12	emissions	emission	NOUN
easat-4600	246	13	reduction	reduction	NOUN
easat-4600	246	14	potential	potential	NOUN
easat-4600	246	15	,	,	PUNCT
easat-4600	246	16	underscoring	underscore	VERB
easat-4600	246	17	the	the	DET
easat-4600	246	18	need	need	NOUN
easat-4600	246	19	for	for	ADP
easat-4600	246	20	comprehensive	comprehensive	ADJ
easat-4600	246	21	,	,	PUNCT
easat-4600	246	22	integrated	integrate	VERB
easat-4600	246	23	measures	measure	NOUN
easat-4600	246	24	.	.	PUNCT
easat-4600	247	1	the	the	DET
easat-4600	247	2	renewable	renewable	ADJ
easat-4600	247	3	energy	energy	NOUN
easat-4600	247	4	(	(	PUNCT
easat-4600	247	5	res	re	NOUN
easat-4600	247	6	)	)	PUNCT
easat-4600	247	7	scenario	scenario	NOUN
easat-4600	247	8	increases	increase	VERB
easat-4600	247	9	the	the	DET
easat-4600	247	10	share	share	NOUN
easat-4600	247	11	of	of	ADP
easat-4600	247	12	renewables	renewable	NOUN
easat-4600	247	13	but	but	CCONJ
easat-4600	247	14	fails	fail	VERB
easat-4600	247	15	to	to	PART
easat-4600	247	16	significantly	significantly	ADV
easat-4600	247	17	reduce	reduce	VERB
easat-4600	247	18	coal	coal	NOUN
easat-4600	247	19	dependency	dependency	NOUN
easat-4600	247	20	.	.	PUNCT
easat-4600	248	1	consequently	consequently	ADV
easat-4600	248	2	,	,	PUNCT
easat-4600	248	3	co₂	co₂	PROPN
easat-4600	248	4	emissions	emission	NOUN
easat-4600	248	5	rise	rise	VERB
easat-4600	248	6	to	to	ADP
easat-4600	248	7	98.0	98.0	NUM
easat-4600	248	8	million	million	NUM
easat-4600	248	9	metric	metric	ADJ
easat-4600	248	10	tons	ton	NOUN
easat-4600	248	11	in	in	ADP
easat-4600	248	12	2035	2035	NUM
easat-4600	248	13	,	,	PUNCT
easat-4600	248	14	an	an	DET
easat-4600	248	15	18.1	18.1	NUM
easat-4600	248	16	%	%	NOUN
easat-4600	248	17	increase	increase	NOUN
easat-4600	248	18	compared	compare	VERB
easat-4600	248	19	to	to	ADP
easat-4600	248	20	2022	2022	NUM
easat-4600	248	21	.	.	PUNCT
easat-4600	249	1	this	this	PRON
easat-4600	249	2	indicates	indicate	VERB
easat-4600	249	3	that	that	SCONJ
easat-4600	249	4	renewable	renewable	ADJ
easat-4600	249	5	energy	energy	NOUN
easat-4600	249	6	expansion	expansion	NOUN
easat-4600	249	7	alone	alone	ADV
easat-4600	249	8	is	be	AUX
easat-4600	249	9	insufficient	insufficient	ADJ
easat-4600	249	10	to	to	PART
easat-4600	249	11	achieve	achieve	VERB
easat-4600	249	12	meaningful	meaningful	ADJ
easat-4600	249	13	carbon	carbon	NOUN
easat-4600	249	14	reductions	reduction	NOUN
easat-4600	249	15	.	.	PUNCT
easat-4600	250	1	in	in	ADP
easat-4600	250	2	conclusion	conclusion	NOUN
easat-4600	250	3	,	,	PUNCT
easat-4600	250	4	the	the	DET
easat-4600	250	5	cop	cop	NOUN
easat-4600	250	6	scenario	scenario	NOUN
easat-4600	250	7	emerges	emerge	VERB
easat-4600	250	8	as	as	ADP
easat-4600	250	9	the	the	DET
easat-4600	250	10	most	most	ADV
easat-4600	250	11	effective	effective	ADJ
easat-4600	250	12	pathway	pathway	NOUN
easat-4600	250	13	for	for	ADP
easat-4600	250	14	emissions	emission	NOUN
easat-4600	250	15	reduction	reduction	NOUN
easat-4600	250	16	,	,	PUNCT
easat-4600	250	17	achieving	achieve	VERB
easat-4600	250	18	a	a	DET
easat-4600	250	19	substantial	substantial	ADJ
easat-4600	250	20	decrease	decrease	NOUN
easat-4600	250	21	in	in	ADP
easat-4600	250	22	carbon	carbon	NOUN
easat-4600	250	23	emissions	emission	NOUN
easat-4600	250	24	while	while	SCONJ
easat-4600	250	25	maintaining	maintain	VERB
easat-4600	250	26	energy	energy	NOUN
easat-4600	250	27	supply	supply	NOUN
easat-4600	250	28	and	and	CCONJ
easat-4600	250	29	demand	demand	NOUN
easat-4600	250	30	balance	balance	NOUN
easat-4600	250	31	.	.	PUNCT
easat-4600	251	1	the	the	DET
easat-4600	251	2	continued	continue	VERB
easat-4600	251	3	emissions	emission	NOUN
easat-4600	251	4	growth	growth	NOUN
easat-4600	251	5	in	in	ADP
easat-4600	251	6	the	the	DET
easat-4600	251	7	bau	bau	PROPN
easat-4600	251	8	scenario	scenario	PROPN
easat-4600	251	9	highlights	highlight	VERB
easat-4600	251	10	the	the	DET
easat-4600	251	11	urgency	urgency	NOUN
easat-4600	251	12	of	of	ADP
easat-4600	251	13	systematic	systematic	ADJ
easat-4600	251	14	reduction	reduction	NOUN
easat-4600	251	15	policies	policy	NOUN
easat-4600	251	16	to	to	PART
easat-4600	251	17	meet	meet	VERB
easat-4600	251	18	carbon	carbon	NOUN
easat-4600	251	19	neutrality	neutrality	NOUN
easat-4600	251	20	targets	target	NOUN
easat-4600	251	21	.	.	PUNCT
easat-4600	252	1	while	while	SCONJ
easat-4600	252	2	the	the	DET
easat-4600	252	3	hef	hef	PROPN
easat-4600	252	4	,	,	PUNCT
easat-4600	252	5	hst	hst	PROPN
easat-4600	252	6	,	,	PUNCT
easat-4600	252	7	and	and	CCONJ
easat-4600	252	8	res	re	NOUN
easat-4600	252	9	scenarios	scenario	NOUN
easat-4600	252	10	mitigate	mitigate	VERB
easat-4600	252	11	emissions	emission	NOUN
easat-4600	252	12	to	to	ADP
easat-4600	252	13	some	some	DET
easat-4600	252	14	extent	extent	NOUN
easat-4600	252	15	,	,	PUNCT
easat-4600	252	16	they	they	PRON
easat-4600	252	17	fall	fall	VERB
easat-4600	252	18	short	short	ADV
easat-4600	252	19	of	of	ADP
easat-4600	252	20	the	the	DET
easat-4600	252	21	performance	performance	NOUN
easat-4600	252	22	achieved	achieve	VERB
easat-4600	252	23	by	by	ADP
easat-4600	252	24	the	the	DET
easat-4600	252	25	cop	cop	NOUN
easat-4600	252	26	scenario	scenario	NOUN
easat-4600	252	27	.	.	PUNCT
easat-4600	253	1	to	to	PART
easat-4600	253	2	ensure	ensure	VERB
easat-4600	253	3	a	a	DET
easat-4600	253	4	sustainable	sustainable	ADJ
easat-4600	253	5	low	low	ADJ
easat-4600	253	6	-	-	PUNCT
easat-4600	253	7	carbon	carbon	NOUN
easat-4600	253	8	future	future	NOUN
easat-4600	253	9	,	,	PUNCT
easat-4600	253	10	the	the	DET
easat-4600	253	11	power	power	NOUN
easat-4600	253	12	sector	sector	NOUN
easat-4600	253	13	must	must	AUX
easat-4600	253	14	adopt	adopt	VERB
easat-4600	253	15	a	a	DET
easat-4600	253	16	holistic	holistic	ADJ
easat-4600	253	17	approach	approach	NOUN
easat-4600	253	18	integrating	integrate	VERB
easat-4600	253	19	policy	policy	NOUN
easat-4600	253	20	,	,	PUNCT
easat-4600	253	21	technology	technology	NOUN
easat-4600	253	22	,	,	PUNCT
easat-4600	253	23	and	and	CCONJ
easat-4600	253	24	market	market	NOUN
easat-4600	253	25	mechanisms	mechanism	NOUN
easat-4600	253	26	to	to	PART
easat-4600	253	27	accelerate	accelerate	VERB
easat-4600	253	28	renewable	renewable	ADJ
easat-4600	253	29	energy	energy	NOUN
easat-4600	253	30	development	development	NOUN
easat-4600	253	31	,	,	PUNCT
easat-4600	253	32	transform	transform	VERB
easat-4600	253	33	traditional	traditional	ADJ
easat-4600	253	34	energy	energy	NOUN
easat-4600	253	35	systems	system	NOUN
easat-4600	253	36	,	,	PUNCT
easat-4600	253	37	and	and	CCONJ
easat-4600	253	38	advance	advance	VERB
easat-4600	253	39	energy	energy	NOUN
easat-4600	253	40	storage	storage	NOUN
easat-4600	253	41	innovation	innovation	NOUN
easat-4600	253	42	.	.	PUNCT
easat-4600	254	1	806	806	NUM
easat-4600	254	2	edelweiss	edelweiss	PROPN
easat-4600	254	3	applied	apply	VERB
easat-4600	254	4	science	science	NOUN
easat-4600	254	5	and	and	CCONJ
easat-4600	254	6	technology	technology	NOUN
easat-4600	254	7	issn	issn	PROPN
easat-4600	254	8	:	:	PUNCT
easat-4600	254	9	2576	2576	NUM
easat-4600	254	10	-	-	SYM
easat-4600	254	11	8484	8484	NUM
easat-4600	254	12	vol	vol	NOUN
easat-4600	254	13	.	.	PROPN
easat-4600	255	1	9	9	NUM
easat-4600	255	2	,	,	PUNCT
easat-4600	255	3	no	no	INTJ
easat-4600	255	4	.	.	NOUN
easat-4600	255	5	2	2	NUM
easat-4600	255	6	:	:	PUNCT
easat-4600	255	7	793	793	NUM
easat-4600	255	8	-	-	SYM
easat-4600	255	9	814	814	NUM
easat-4600	255	10	,	,	PUNCT
easat-4600	255	11	2025	2025	NUM
easat-4600	255	12	doi	doi	NOUN
easat-4600	255	13	:	:	PUNCT
easat-4600	255	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	255	15	©	©	PROPN
easat-4600	255	16	2025	2025	NUM
easat-4600	255	17	by	by	ADP
easat-4600	255	18	the	the	DET
easat-4600	255	19	authors	author	NOUN
easat-4600	255	20	;	;	PUNCT
easat-4600	256	1	licensee	licensee	PROPN
easat-4600	256	2	learning	learn	VERB
easat-4600	256	3	gate	gate	PROPN
easat-4600	256	4	figure	figure	NOUN
easat-4600	256	5	5	5	NUM
easat-4600	256	6	.	.	PUNCT
easat-4600	256	7	co2	co2	NOUN
easat-4600	256	8	emissions	emission	NOUN
easat-4600	256	9	from	from	ADP
easat-4600	256	10	electricity	electricity	NOUN
easat-4600	256	11	generation	generation	NOUN
easat-4600	256	12	in	in	ADP
easat-4600	256	13	the	the	DET
easat-4600	256	14	years	year	NOUN
easat-4600	256	15	2030	2030	NUM
easat-4600	256	16	and	and	CCONJ
easat-4600	256	17	2035	2035	NUM
easat-4600	256	18	.	.	PUNCT
easat-4600	257	1	3.5	3.5	NUM
easat-4600	257	2	.	.	PUNCT
easat-4600	258	1	sensitivity	sensitivity	NOUN
easat-4600	258	2	analysis	analysis	NOUN
easat-4600	258	3	to	to	PART
easat-4600	258	4	assess	assess	VERB
easat-4600	258	5	the	the	DET
easat-4600	258	6	robustness	robustness	NOUN
easat-4600	258	7	and	and	CCONJ
easat-4600	258	8	reliability	reliability	NOUN
easat-4600	258	9	of	of	ADP
easat-4600	258	10	the	the	DET
easat-4600	258	11	research	research	NOUN
easat-4600	258	12	findings	finding	NOUN
easat-4600	258	13	,	,	PUNCT
easat-4600	258	14	a	a	DET
easat-4600	258	15	sensitivity	sensitivity	NOUN
easat-4600	258	16	analysis	analysis	NOUN
easat-4600	258	17	was	be	AUX
easat-4600	258	18	conducted	conduct	VERB
easat-4600	258	19	on	on	ADP
easat-4600	258	20	the	the	DET
easat-4600	258	21	key	key	ADJ
easat-4600	258	22	parameters	parameter	NOUN
easat-4600	258	23	of	of	ADP
easat-4600	258	24	the	the	DET
easat-4600	258	25	energy	energy	NOUN
easat-4600	258	26	transition	transition	NOUN
easat-4600	258	27	pathway	pathway	NOUN
easat-4600	258	28	in	in	ADP
easat-4600	258	29	hunan	hunan	PROPN
easat-4600	258	30	province	province	PROPN
easat-4600	258	31	.	.	PUNCT
easat-4600	259	1	the	the	DET
easat-4600	259	2	analysis	analysis	NOUN
easat-4600	259	3	focused	focus	VERB
easat-4600	259	4	on	on	ADP
easat-4600	259	5	the	the	DET
easat-4600	259	6	variations	variation	NOUN
easat-4600	259	7	of	of	ADP
easat-4600	259	8	parameters	parameter	NOUN
easat-4600	259	9	such	such	ADJ
easat-4600	259	10	as	as	ADP
easat-4600	259	11	economic	economic	ADJ
easat-4600	259	12	growth	growth	NOUN
easat-4600	259	13	,	,	PUNCT
easat-4600	259	14	the	the	DET
easat-4600	259	15	rate	rate	NOUN
easat-4600	259	16	of	of	ADP
easat-4600	259	17	technological	technological	ADJ
easat-4600	259	18	progress	progress	NOUN
easat-4600	259	19	in	in	ADP
easat-4600	259	20	renewable	renewable	ADJ
easat-4600	259	21	energy	energy	NOUN
easat-4600	259	22	,	,	PUNCT
easat-4600	259	23	carbon	carbon	NOUN
easat-4600	259	24	emission	emission	NOUN
easat-4600	259	25	factors	factor	NOUN
easat-4600	259	26	for	for	ADP
easat-4600	259	27	coal	coal	NOUN
easat-4600	259	28	and	and	CCONJ
easat-4600	259	29	natural	natural	ADJ
easat-4600	259	30	gas	gas	NOUN
easat-4600	259	31	power	power	NOUN
easat-4600	259	32	generation	generation	NOUN
easat-4600	259	33	,	,	PUNCT
easat-4600	259	34	and	and	CCONJ
easat-4600	259	35	the	the	DET
easat-4600	259	36	development	development	NOUN
easat-4600	259	37	of	of	ADP
easat-4600	259	38	energy	energy	NOUN
easat-4600	259	39	storage	storage	NOUN
easat-4600	259	40	.	.	PUNCT
easat-4600	260	1	these	these	DET
easat-4600	260	2	parameters	parameter	NOUN
easat-4600	260	3	were	be	AUX
easat-4600	260	4	adjusted	adjust	VERB
easat-4600	260	5	in	in	ADP
easat-4600	260	6	the	the	DET
easat-4600	260	7	baseline	baseline	PROPN
easat-4600	260	8	scenario	scenario	NOUN
easat-4600	260	9	(	(	PUNCT
easat-4600	260	10	bau	bau	PROPN
easat-4600	260	11	)	)	PUNCT
easat-4600	260	12	,	,	PUNCT
easat-4600	260	13	renewable	renewable	ADJ
easat-4600	260	14	energy	energy	NOUN
easat-4600	260	15	policy	policy	NOUN
easat-4600	260	16	scenario	scenario	NOUN
easat-4600	260	17	(	(	PUNCT
easat-4600	260	18	res	re	NOUN
easat-4600	260	19	)	)	PUNCT
easat-4600	260	20	,	,	PUNCT
easat-4600	260	21	high	high	ADJ
easat-4600	260	22	efficiency	efficiency	NOUN
easat-4600	260	23	scenario	scenario	NOUN
easat-4600	260	24	(	(	PUNCT
easat-4600	260	25	hef	hef	NOUN
easat-4600	260	26	)	)	PUNCT
easat-4600	260	27	,	,	PUNCT
easat-4600	260	28	high	high	ADJ
easat-4600	260	29	storage	storage	NOUN
easat-4600	260	30	scenario	scenario	NOUN
easat-4600	260	31	(	(	PUNCT
easat-4600	260	32	hst	hst	PROPN
easat-4600	260	33	)	)	PUNCT
easat-4600	260	34	,	,	PUNCT
easat-4600	260	35	and	and	CCONJ
easat-4600	260	36	comprehensive	comprehensive	ADJ
easat-4600	260	37	optimization	optimization	NOUN
easat-4600	260	38	scenario	scenario	NOUN
easat-4600	260	39	(	(	PUNCT
easat-4600	260	40	cop	cop	NOUN
easat-4600	260	41	)	)	PUNCT
easat-4600	260	42	,	,	PUNCT
easat-4600	260	43	to	to	PART
easat-4600	260	44	evaluate	evaluate	VERB
easat-4600	260	45	their	their	PRON
easat-4600	260	46	impact	impact	NOUN
easat-4600	260	47	on	on	ADP
easat-4600	260	48	energy	energy	NOUN
easat-4600	260	49	demand	demand	NOUN
easat-4600	260	50	,	,	PUNCT
easat-4600	260	51	renewable	renewable	ADJ
easat-4600	260	52	energy	energy	NOUN
easat-4600	260	53	deployment	deployment	NOUN
easat-4600	260	54	,	,	PUNCT
easat-4600	260	55	and	and	CCONJ
easat-4600	260	56	carbon	carbon	NOUN
easat-4600	260	57	emissions	emission	NOUN
easat-4600	260	58	.	.	PUNCT
easat-4600	261	1	economic	economic	ADJ
easat-4600	261	2	growth	growth	NOUN
easat-4600	261	3	is	be	AUX
easat-4600	261	4	a	a	DET
easat-4600	261	5	critical	critical	ADJ
easat-4600	261	6	factor	factor	NOUN
easat-4600	261	7	influencing	influence	VERB
easat-4600	261	8	energy	energy	NOUN
easat-4600	261	9	demand	demand	NOUN
easat-4600	261	10	and	and	CCONJ
easat-4600	261	11	carbon	carbon	NOUN
easat-4600	261	12	emissions	emission	NOUN
easat-4600	261	13	.	.	PUNCT
easat-4600	262	1	in	in	ADP
easat-4600	262	2	this	this	DET
easat-4600	262	3	study	study	NOUN
easat-4600	262	4	,	,	PUNCT
easat-4600	262	5	the	the	DET
easat-4600	262	6	potential	potential	ADJ
easat-4600	262	7	impact	impact	NOUN
easat-4600	262	8	of	of	ADP
easat-4600	262	9	economic	economic	ADJ
easat-4600	262	10	fluctuations	fluctuation	NOUN
easat-4600	262	11	was	be	AUX
easat-4600	262	12	simulated	simulate	VERB
easat-4600	262	13	by	by	ADP
easat-4600	262	14	adjusting	adjust	VERB
easat-4600	262	15	the	the	DET
easat-4600	262	16	gdp	gdp	NOUN
easat-4600	262	17	growth	growth	NOUN
easat-4600	262	18	rate	rate	NOUN
easat-4600	262	19	by	by	ADP
easat-4600	262	20	±2	±2	NOUN
easat-4600	262	21	%	%	NOUN
easat-4600	262	22	.	.	PUNCT
easat-4600	263	1	the	the	DET
easat-4600	263	2	results	result	NOUN
easat-4600	263	3	showed	show	VERB
easat-4600	263	4	that	that	SCONJ
easat-4600	263	5	higher	high	ADJ
easat-4600	263	6	economic	economic	ADJ
easat-4600	263	7	growth	growth	NOUN
easat-4600	263	8	(	(	PUNCT
easat-4600	263	9	+2	+2	PROPN
easat-4600	263	10	%	%	NOUN
easat-4600	263	11	)	)	PUNCT
easat-4600	263	12	would	would	AUX
easat-4600	263	13	lead	lead	VERB
easat-4600	263	14	to	to	ADP
easat-4600	263	15	a	a	DET
easat-4600	263	16	1.4	1.4	NUM
easat-4600	263	17	%	%	NOUN
easat-4600	263	18	increase	increase	NOUN
easat-4600	263	19	in	in	ADP
easat-4600	263	20	energy	energy	NOUN
easat-4600	263	21	demand	demand	NOUN
easat-4600	263	22	by	by	ADP
easat-4600	263	23	2035	2035	NUM
easat-4600	263	24	,	,	PUNCT
easat-4600	263	25	raising	raise	VERB
easat-4600	263	26	it	it	PRON
easat-4600	263	27	from	from	ADP
easat-4600	263	28	400	400	NUM
easat-4600	263	29	twh	twh	NOUN
easat-4600	263	30	to	to	ADP
easat-4600	263	31	405.6	405.6	NUM
easat-4600	263	32	twh	twh	NOUN
easat-4600	263	33	,	,	PUNCT
easat-4600	263	34	thus	thus	ADV
easat-4600	263	35	increasing	increase	VERB
easat-4600	263	36	coal	coal	NOUN
easat-4600	263	37	consumption	consumption	NOUN
easat-4600	263	38	and	and	CCONJ
easat-4600	263	39	reducing	reduce	VERB
easat-4600	263	40	the	the	DET
easat-4600	263	41	share	share	NOUN
easat-4600	263	42	of	of	ADP
easat-4600	263	43	renewable	renewable	ADJ
easat-4600	263	44	energy	energy	NOUN
easat-4600	263	45	.	.	PUNCT
easat-4600	264	1	conversely	conversely	ADV
easat-4600	264	2	,	,	PUNCT
easat-4600	264	3	slower	slow	ADJ
easat-4600	264	4	economic	economic	ADJ
easat-4600	264	5	growth	growth	NOUN
easat-4600	264	6	(	(	PUNCT
easat-4600	264	7	-2	-2	INTJ
easat-4600	264	8	%	%	INTJ
easat-4600	264	9	)	)	PUNCT
easat-4600	264	10	would	would	AUX
easat-4600	264	11	reduce	reduce	VERB
easat-4600	264	12	energy	energy	NOUN
easat-4600	264	13	demand	demand	NOUN
easat-4600	264	14	to	to	ADP
easat-4600	264	15	394.4	394.4	NUM
easat-4600	264	16	twh	twh	NOUN
easat-4600	264	17	,	,	PUNCT
easat-4600	264	18	leading	lead	VERB
easat-4600	264	19	to	to	ADP
easat-4600	264	20	an	an	DET
easat-4600	264	21	increased	increase	VERB
easat-4600	264	22	share	share	NOUN
easat-4600	264	23	of	of	ADP
easat-4600	264	24	renewable	renewable	ADJ
easat-4600	264	25	energy	energy	NOUN
easat-4600	264	26	.	.	PUNCT
easat-4600	265	1	in	in	ADP
easat-4600	265	2	the	the	DET
easat-4600	265	3	bau	bau	PROPN
easat-4600	265	4	scenario	scenario	PROPN
easat-4600	265	5	,	,	PUNCT
easat-4600	265	6	gdp	gdp	NOUN
easat-4600	265	7	growth	growth	NOUN
easat-4600	265	8	intensified	intensify	VERB
easat-4600	265	9	the	the	DET
easat-4600	265	10	reliance	reliance	NOUN
easat-4600	265	11	on	on	ADP
easat-4600	265	12	coal	coal	NOUN
easat-4600	265	13	,	,	PUNCT
easat-4600	265	14	while	while	SCONJ
easat-4600	265	15	in	in	ADP
easat-4600	265	16	the	the	DET
easat-4600	265	17	cop	cop	NOUN
easat-4600	265	18	scenario	scenario	NOUN
easat-4600	265	19	,	,	PUNCT
easat-4600	265	20	the	the	DET
easat-4600	265	21	government	government	NOUN
easat-4600	265	22	’s	’s	PART
easat-4600	265	23	strong	strong	ADJ
easat-4600	265	24	policy	policy	NOUN
easat-4600	265	25	push	push	NOUN
easat-4600	265	26	for	for	ADP
easat-4600	265	27	renewable	renewable	ADJ
easat-4600	265	28	energy	energy	NOUN
easat-4600	265	29	deployment	deployment	NOUN
easat-4600	265	30	helped	helped	AUX
easat-4600	265	31	offset	offset	VERB
easat-4600	265	32	the	the	DET
easat-4600	265	33	impact	impact	NOUN
easat-4600	265	34	of	of	ADP
easat-4600	265	35	economic	economic	ADJ
easat-4600	265	36	fluctuations	fluctuation	NOUN
easat-4600	265	37	,	,	PUNCT
easat-4600	265	38	maintaining	maintain	VERB
easat-4600	265	39	a	a	DET
easat-4600	265	40	relatively	relatively	ADV
easat-4600	265	41	balanced	balanced	ADJ
easat-4600	265	42	energy	energy	NOUN
easat-4600	265	43	structure	structure	NOUN
easat-4600	265	44	.	.	PUNCT
easat-4600	266	1	the	the	DET
easat-4600	266	2	carbon	carbon	NOUN
easat-4600	266	3	emission	emission	NOUN
easat-4600	266	4	factors	factor	NOUN
easat-4600	266	5	for	for	ADP
easat-4600	266	6	coal	coal	NOUN
easat-4600	266	7	and	and	CCONJ
easat-4600	266	8	natural	natural	ADJ
easat-4600	266	9	gas	gas	NOUN
easat-4600	266	10	power	power	NOUN
easat-4600	266	11	generation	generation	NOUN
easat-4600	266	12	were	be	AUX
easat-4600	266	13	also	also	ADV
easat-4600	266	14	assessed	assess	VERB
easat-4600	266	15	with	with	ADP
easat-4600	266	16	a	a	DET
easat-4600	266	17	1	1	NUM
easat-4600	266	18	%	%	NOUN
easat-4600	266	19	annual	annual	ADJ
easat-4600	266	20	reduction	reduction	NOUN
easat-4600	266	21	to	to	PART
easat-4600	266	22	evaluate	evaluate	VERB
easat-4600	266	23	their	their	PRON
easat-4600	266	24	impact	impact	NOUN
easat-4600	266	25	on	on	ADP
easat-4600	266	26	overall	overall	ADJ
easat-4600	266	27	emissions	emission	NOUN
easat-4600	266	28	.	.	PUNCT
easat-4600	267	1	the	the	DET
easat-4600	267	2	results	result	NOUN
easat-4600	267	3	showed	show	VERB
easat-4600	267	4	that	that	SCONJ
easat-4600	267	5	reducing	reduce	VERB
easat-4600	267	6	the	the	DET
easat-4600	267	7	carbon	carbon	NOUN
easat-4600	267	8	emission	emission	NOUN
easat-4600	267	9	factor	factor	NOUN
easat-4600	267	10	would	would	AUX
easat-4600	267	11	lead	lead	VERB
easat-4600	267	12	to	to	ADP
easat-4600	267	13	approximately	approximately	ADV
easat-4600	267	14	3.2	3.2	NUM
easat-4600	267	15	%	%	NOUN
easat-4600	267	16	cumulative	cumulative	ADJ
easat-4600	267	17	co2	co2	NOUN
easat-4600	267	18	emissions	emission	NOUN
easat-4600	267	19	reduction	reduction	NOUN
easat-4600	267	20	,	,	PUNCT
easat-4600	267	21	highlighting	highlight	VERB
easat-4600	267	22	the	the	DET
easat-4600	267	23	key	key	ADJ
easat-4600	267	24	role	role	NOUN
easat-4600	267	25	of	of	ADP
easat-4600	267	26	cleaner	clean	ADJ
easat-4600	267	27	coal	coal	NOUN
easat-4600	267	28	technologies	technology	NOUN
easat-4600	267	29	and	and	CCONJ
easat-4600	267	30	higher	high	ADJ
easat-4600	267	31	operational	operational	ADJ
easat-4600	267	32	efficiency	efficiency	NOUN
easat-4600	267	33	in	in	ADP
easat-4600	267	34	emissions	emission	NOUN
easat-4600	267	35	reduction	reduction	NOUN
easat-4600	267	36	.	.	PUNCT
easat-4600	268	1	this	this	DET
easat-4600	268	2	adjustment	adjustment	NOUN
easat-4600	268	3	indicates	indicate	VERB
easat-4600	268	4	that	that	SCONJ
easat-4600	268	5	even	even	ADV
easat-4600	268	6	moderate	moderate	ADJ
easat-4600	268	7	improvements	improvement	NOUN
easat-4600	268	8	in	in	ADP
easat-4600	268	9	coal	coal	NOUN
easat-4600	268	10	-	-	PUNCT
easat-4600	268	11	fired	fire	VERB
easat-4600	268	12	power	power	NOUN
easat-4600	268	13	generation	generation	NOUN
easat-4600	268	14	technologies	technology	NOUN
easat-4600	268	15	can	can	AUX
easat-4600	268	16	play	play	VERB
easat-4600	268	17	a	a	DET
easat-4600	268	18	significant	significant	ADJ
easat-4600	268	19	role	role	NOUN
easat-4600	268	20	in	in	ADP
easat-4600	268	21	reducing	reduce	VERB
easat-4600	268	22	carbon	carbon	NOUN
easat-4600	268	23	emissions	emission	NOUN
easat-4600	268	24	while	while	SCONJ
easat-4600	268	25	increasing	increase	VERB
easat-4600	268	26	renewable	renewable	ADJ
easat-4600	268	27	energy	energy	NOUN
easat-4600	268	28	share	share	NOUN
easat-4600	268	29	.	.	PUNCT
easat-4600	269	1	the	the	DET
easat-4600	269	2	sensitivity	sensitivity	NOUN
easat-4600	269	3	analysis	analysis	NOUN
easat-4600	269	4	also	also	ADV
easat-4600	269	5	assessed	assess	VERB
easat-4600	269	6	the	the	DET
easat-4600	269	7	impact	impact	NOUN
easat-4600	269	8	of	of	ADP
easat-4600	269	9	policy	policy	NOUN
easat-4600	269	10	changes	change	NOUN
easat-4600	269	11	on	on	ADP
easat-4600	269	12	the	the	DET
easat-4600	269	13	energy	energy	NOUN
easat-4600	269	14	transition	transition	NOUN
easat-4600	269	15	.	.	PUNCT
easat-4600	270	1	simulations	simulation	NOUN
easat-4600	270	2	of	of	ADP
easat-4600	270	3	changes	change	NOUN
easat-4600	270	4	in	in	ADP
easat-4600	270	5	government	government	NOUN
easat-4600	270	6	policies	policy	NOUN
easat-4600	270	7	,	,	PUNCT
easat-4600	270	8	such	such	ADJ
easat-4600	270	9	as	as	ADP
easat-4600	270	10	the	the	DET
easat-4600	270	11	pace	pace	NOUN
easat-4600	270	12	of	of	ADP
easat-4600	270	13	renewable	renewable	ADJ
easat-4600	270	14	energy	energy	NOUN
easat-4600	270	15	deployment	deployment	NOUN
easat-4600	270	16	and	and	CCONJ
easat-4600	270	17	the	the	DET
easat-4600	270	18	speed	speed	NOUN
easat-4600	270	19	of	of	ADP
easat-4600	270	20	coal	coal	NOUN
easat-4600	270	21	power	power	NOUN
easat-4600	270	22	reduction	reduction	NOUN
easat-4600	270	23	,	,	PUNCT
easat-4600	270	24	were	be	AUX
easat-4600	270	25	conducted	conduct	VERB
easat-4600	270	26	to	to	PART
easat-4600	270	27	understand	understand	VERB
easat-4600	270	28	their	their	PRON
easat-4600	270	29	role	role	NOUN
easat-4600	270	30	in	in	ADP
easat-4600	270	31	the	the	DET
easat-4600	270	32	future	future	ADJ
easat-4600	270	33	energy	energy	NOUN
easat-4600	270	34	landscape	landscape	NOUN
easat-4600	270	35	.	.	PUNCT
easat-4600	271	1	the	the	DET
easat-4600	271	2	analysis	analysis	NOUN
easat-4600	271	3	results	result	NOUN
easat-4600	271	4	showed	show	VERB
easat-4600	271	5	that	that	SCONJ
easat-4600	271	6	,	,	PUNCT
easat-4600	271	7	especially	especially	ADV
easat-4600	271	8	in	in	ADP
easat-4600	271	9	the	the	DET
easat-4600	271	10	hef	hef	NOUN
easat-4600	271	11	and	and	CCONJ
easat-4600	271	12	cop	cop	NOUN
easat-4600	271	13	scenarios	scenario	NOUN
easat-4600	271	14	,	,	PUNCT
easat-4600	271	15	strong	strong	ADJ
easat-4600	271	16	policy	policy	NOUN
easat-4600	271	17	807	807	NUM
easat-4600	271	18	edelweiss	edelweiss	PROPN
easat-4600	271	19	applied	apply	VERB
easat-4600	271	20	science	science	NOUN
easat-4600	271	21	and	and	CCONJ
easat-4600	271	22	technology	technology	NOUN
easat-4600	271	23	issn	issn	PROPN
easat-4600	271	24	:	:	PUNCT
easat-4600	271	25	2576	2576	NUM
easat-4600	271	26	-	-	SYM
easat-4600	271	27	8484	8484	NUM
easat-4600	271	28	vol	vol	NOUN
easat-4600	271	29	.	.	PROPN
easat-4600	272	1	9	9	NUM
easat-4600	272	2	,	,	PUNCT
easat-4600	272	3	no	no	INTJ
easat-4600	272	4	.	.	NOUN
easat-4600	272	5	2	2	NUM
easat-4600	272	6	:	:	PUNCT
easat-4600	272	7	793	793	NUM
easat-4600	272	8	-	-	SYM
easat-4600	272	9	814	814	NUM
easat-4600	272	10	,	,	PUNCT
easat-4600	272	11	2025	2025	NUM
easat-4600	272	12	doi	doi	NOUN
easat-4600	272	13	:	:	PUNCT
easat-4600	272	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	272	15	©	©	PROPN
easat-4600	272	16	2025	2025	NUM
easat-4600	272	17	by	by	ADP
easat-4600	272	18	the	the	DET
easat-4600	272	19	authors	author	NOUN
easat-4600	272	20	;	;	PUNCT
easat-4600	272	21	licensee	licensee	PROPN
easat-4600	272	22	learning	learning	PROPN
easat-4600	272	23	gate	gate	PROPN
easat-4600	272	24	interventions	intervention	NOUN
easat-4600	272	25	help	help	AUX
easat-4600	272	26	maintain	maintain	VERB
easat-4600	272	27	the	the	DET
easat-4600	272	28	trajectory	trajectory	NOUN
easat-4600	272	29	of	of	ADP
easat-4600	272	30	a	a	DET
easat-4600	272	31	low	low	ADJ
easat-4600	272	32	-	-	PUNCT
easat-4600	272	33	carbon	carbon	NOUN
easat-4600	272	34	transition	transition	NOUN
easat-4600	272	35	,	,	PUNCT
easat-4600	272	36	even	even	ADV
easat-4600	272	37	in	in	ADP
easat-4600	272	38	the	the	DET
easat-4600	272	39	face	face	NOUN
easat-4600	272	40	of	of	ADP
easat-4600	272	41	economic	economic	ADJ
easat-4600	272	42	fluctuations	fluctuation	NOUN
easat-4600	272	43	and	and	CCONJ
easat-4600	272	44	technological	technological	ADJ
easat-4600	272	45	uncertainties	uncertainty	NOUN
easat-4600	272	46	.	.	PUNCT
easat-4600	273	1	4	4	X
easat-4600	273	2	.	.	X
easat-4600	273	3	policy	policy	NOUN
easat-4600	273	4	implications	implication	NOUN
easat-4600	273	5	this	this	DET
easat-4600	273	6	section	section	NOUN
easat-4600	273	7	explores	explore	VERB
easat-4600	273	8	the	the	DET
easat-4600	273	9	challenges	challenge	NOUN
easat-4600	273	10	posed	pose	VERB
easat-4600	273	11	by	by	ADP
easat-4600	273	12	the	the	DET
easat-4600	273	13	increasing	increase	VERB
easat-4600	273	14	penetration	penetration	NOUN
easat-4600	273	15	of	of	ADP
easat-4600	273	16	renewable	renewable	ADJ
easat-4600	273	17	energy	energy	NOUN
easat-4600	273	18	into	into	ADP
easat-4600	273	19	the	the	DET
easat-4600	273	20	power	power	NOUN
easat-4600	273	21	sector	sector	NOUN
easat-4600	273	22	and	and	CCONJ
easat-4600	273	23	the	the	DET
easat-4600	273	24	corresponding	corresponding	ADJ
easat-4600	273	25	countermeasures	countermeasure	NOUN
easat-4600	273	26	.	.	PUNCT
easat-4600	274	1	although	although	SCONJ
easat-4600	274	2	this	this	DET
easat-4600	274	3	study	study	NOUN
easat-4600	274	4	focuses	focus	VERB
easat-4600	274	5	on	on	ADP
easat-4600	274	6	hunan	hunan	PROPN
easat-4600	274	7	province	province	PROPN
easat-4600	274	8	,	,	PUNCT
easat-4600	274	9	the	the	DET
easat-4600	274	10	challenges	challenge	NOUN
easat-4600	274	11	and	and	CCONJ
easat-4600	274	12	policy	policy	NOUN
easat-4600	274	13	measures	measure	NOUN
easat-4600	274	14	discussed	discuss	VERB
easat-4600	274	15	are	be	AUX
easat-4600	274	16	equally	equally	ADV
easat-4600	274	17	applicable	applicable	ADJ
easat-4600	274	18	to	to	ADP
easat-4600	274	19	other	other	ADJ
easat-4600	274	20	regions	region	NOUN
easat-4600	274	21	in	in	ADP
easat-4600	274	22	china	china	PROPN
easat-4600	274	23	,	,	PUNCT
easat-4600	274	24	as	as	ADV
easat-4600	274	25	well	well	ADV
easat-4600	274	26	as	as	ADP
easat-4600	274	27	internationally	internationally	ADV
easat-4600	274	28	,	,	PUNCT
easat-4600	274	29	to	to	ADP
easat-4600	274	30	power	power	NOUN
easat-4600	274	31	systems	system	NOUN
easat-4600	274	32	that	that	PRON
easat-4600	274	33	rely	rely	VERB
easat-4600	274	34	on	on	ADP
easat-4600	274	35	renewable	renewable	ADJ
easat-4600	274	36	energy	energy	NOUN
easat-4600	274	37	.	.	PUNCT
easat-4600	275	1	these	these	DET
easat-4600	275	2	studies	study	NOUN
easat-4600	275	3	and	and	CCONJ
easat-4600	275	4	strategies	strategy	NOUN
easat-4600	275	5	are	be	AUX
easat-4600	275	6	particularly	particularly	ADV
easat-4600	275	7	valuable	valuable	ADJ
easat-4600	275	8	for	for	ADP
easat-4600	275	9	regions	region	NOUN
easat-4600	275	10	facing	face	VERB
easat-4600	275	11	rapid	rapid	ADJ
easat-4600	275	12	growth	growth	NOUN
easat-4600	275	13	in	in	ADP
easat-4600	275	14	electricity	electricity	NOUN
easat-4600	275	15	demand	demand	NOUN
easat-4600	275	16	and	and	CCONJ
easat-4600	275	17	energy	energy	NOUN
easat-4600	275	18	structure	structure	NOUN
easat-4600	275	19	transitions	transition	NOUN
easat-4600	275	20	.	.	PUNCT
easat-4600	276	1	furthermore	furthermore	ADV
easat-4600	276	2	,	,	PUNCT
easat-4600	276	3	the	the	DET
easat-4600	276	4	research	research	NOUN
easat-4600	276	5	can	can	AUX
easat-4600	276	6	be	be	AUX
easat-4600	276	7	expanded	expand	VERB
easat-4600	276	8	to	to	PART
easat-4600	276	9	explore	explore	VERB
easat-4600	276	10	cross	cross	ADJ
easat-4600	276	11	-	-	ADJ
easat-4600	276	12	border	border	ADJ
easat-4600	276	13	power	power	NOUN
easat-4600	276	14	interconnections	interconnection	NOUN
easat-4600	276	15	,	,	PUNCT
easat-4600	276	16	enhancing	enhance	VERB
easat-4600	276	17	regional	regional	ADJ
easat-4600	276	18	power	power	NOUN
easat-4600	276	19	cooperation	cooperation	NOUN
easat-4600	276	20	and	and	CCONJ
easat-4600	276	21	optimizing	optimize	VERB
easat-4600	276	22	resource	resource	NOUN
easat-4600	276	23	allocation	allocation	NOUN
easat-4600	276	24	.	.	PUNCT
easat-4600	277	1	the	the	DET
easat-4600	277	2	above	above	ADJ
easat-4600	277	3	results	result	NOUN
easat-4600	277	4	indicates	indicate	VERB
easat-4600	277	5	that	that	SCONJ
easat-4600	277	6	a	a	DET
easat-4600	277	7	high	high	ADJ
easat-4600	277	8	proportion	proportion	NOUN
easat-4600	277	9	of	of	ADP
easat-4600	277	10	renewable	renewable	ADJ
easat-4600	277	11	energy	energy	NOUN
easat-4600	277	12	generation	generation	NOUN
easat-4600	277	13	in	in	ADP
easat-4600	277	14	hunan	hunan	PROPN
easat-4600	277	15	province	province	PROPN
easat-4600	277	16	will	will	AUX
easat-4600	277	17	have	have	VERB
easat-4600	277	18	favorable	favorable	ADJ
easat-4600	277	19	impacts	impact	NOUN
easat-4600	277	20	on	on	ADP
easat-4600	277	21	the	the	DET
easat-4600	277	22	province	province	NOUN
easat-4600	277	23	's	's	PART
easat-4600	277	24	electricity	electricity	NOUN
easat-4600	277	25	and	and	CCONJ
easat-4600	277	26	energy	energy	NOUN
easat-4600	277	27	sectors	sector	NOUN
easat-4600	277	28	.	.	PUNCT
easat-4600	278	1	for	for	ADP
easat-4600	278	2	instance	instance	NOUN
easat-4600	278	3	,	,	PUNCT
easat-4600	278	4	increasing	increase	VERB
easat-4600	278	5	the	the	DET
easat-4600	278	6	share	share	NOUN
easat-4600	278	7	of	of	ADP
easat-4600	278	8	renewable	renewable	ADJ
easat-4600	278	9	energy	energy	NOUN
easat-4600	278	10	generation	generation	NOUN
easat-4600	278	11	will	will	AUX
easat-4600	278	12	help	help	VERB
easat-4600	278	13	increase	increase	VERB
easat-4600	278	14	the	the	DET
easat-4600	278	15	electricity	electricity	NOUN
easat-4600	278	16	generation	generation	NOUN
easat-4600	278	17	proportion	proportion	NOUN
easat-4600	278	18	from	from	ADP
easat-4600	278	19	renewable	renewable	ADJ
easat-4600	278	20	energy	energy	NOUN
easat-4600	278	21	and	and	CCONJ
easat-4600	278	22	reduce	reduce	VERB
easat-4600	278	23	fossil	fossil	NOUN
easat-4600	278	24	fuel	fuel	NOUN
easat-4600	278	25	combustion	combustion	NOUN
easat-4600	278	26	in	in	ADP
easat-4600	278	27	hunan	hunan	PROPN
easat-4600	278	28	,	,	PUNCT
easat-4600	278	29	as	as	ADV
easat-4600	278	30	well	well	ADV
easat-4600	278	31	as	as	ADP
easat-4600	278	32	decreasing	decrease	VERB
easat-4600	278	33	the	the	DET
easat-4600	278	34	reliance	reliance	NOUN
easat-4600	278	35	on	on	ADP
easat-4600	278	36	traditional	traditional	ADJ
easat-4600	278	37	energy	energy	NOUN
easat-4600	278	38	sources	source	NOUN
easat-4600	278	39	such	such	ADJ
easat-4600	278	40	as	as	ADP
easat-4600	278	41	coal	coal	NOUN
easat-4600	278	42	and	and	CCONJ
easat-4600	278	43	natural	natural	ADJ
easat-4600	278	44	gas	gas	NOUN
easat-4600	278	45	and	and	CCONJ
easat-4600	278	46	diversifying	diversify	VERB
easat-4600	278	47	the	the	DET
easat-4600	278	48	energy	energy	NOUN
easat-4600	278	49	generation	generation	NOUN
easat-4600	278	50	structure	structure	NOUN
easat-4600	278	51	.	.	PUNCT
easat-4600	279	1	moreover	moreover	ADV
easat-4600	279	2	,	,	PUNCT
easat-4600	279	3	further	far	ADV
easat-4600	279	4	reducing	reduce	VERB
easat-4600	279	5	fossil	fossil	NOUN
easat-4600	279	6	fuel	fuel	NOUN
easat-4600	279	7	usage	usage	NOUN
easat-4600	279	8	will	will	AUX
easat-4600	279	9	help	help	VERB
easat-4600	279	10	decrease	decrease	VERB
easat-4600	279	11	air	air	NOUN
easat-4600	279	12	pollution	pollution	NOUN
easat-4600	279	13	and	and	CCONJ
easat-4600	279	14	greenhouse	greenhouse	NOUN
easat-4600	279	15	gas	gas	NOUN
easat-4600	279	16	emissions	emission	NOUN
easat-4600	279	17	in	in	ADP
easat-4600	279	18	hunan	hunan	PROPN
easat-4600	279	19	province	province	PROPN
easat-4600	279	20	,	,	PUNCT
easat-4600	279	21	contributing	contribute	VERB
easat-4600	279	22	to	to	ADP
easat-4600	279	23	the	the	DET
easat-4600	279	24	achievement	achievement	NOUN
easat-4600	279	25	of	of	ADP
easat-4600	279	26	hunan	hunan	PROPN
easat-4600	279	27	's	's	PART
easat-4600	279	28	carbon	carbon	NOUN
easat-4600	279	29	emission	emission	NOUN
easat-4600	279	30	targets	target	NOUN
easat-4600	279	31	,	,	PUNCT
easat-4600	279	32	which	which	PRON
easat-4600	279	33	include	include	VERB
easat-4600	279	34	reducing	reduce	VERB
easat-4600	279	35	energy	energy	NOUN
easat-4600	279	36	consumption	consumption	NOUN
easat-4600	279	37	per	per	ADP
easat-4600	279	38	unit	unit	NOUN
easat-4600	279	39	of	of	ADP
easat-4600	279	40	regional	regional	ADJ
easat-4600	279	41	gdp	gdp	NOUN
easat-4600	279	42	and	and	CCONJ
easat-4600	279	43	ensuring	ensure	VERB
easat-4600	279	44	the	the	DET
easat-4600	279	45	fulfillment	fulfillment	NOUN
easat-4600	279	46	of	of	ADP
easat-4600	279	47	national	national	ADJ
easat-4600	279	48	targets	target	NOUN
easat-4600	279	49	for	for	ADP
easat-4600	279	50	co2	co2	NOUN
easat-4600	279	51	emission	emission	NOUN
easat-4600	279	52	reduction	reduction	NOUN
easat-4600	279	53	.	.	PUNCT
easat-4600	280	1	it	it	PRON
easat-4600	280	2	is	be	AUX
easat-4600	280	3	worth	worth	ADJ
easat-4600	280	4	noting	note	VERB
easat-4600	280	5	that	that	SCONJ
easat-4600	280	6	promoting	promote	VERB
easat-4600	280	7	the	the	DET
easat-4600	280	8	use	use	NOUN
easat-4600	280	9	of	of	ADP
easat-4600	280	10	renewable	renewable	ADJ
easat-4600	280	11	energy	energy	NOUN
easat-4600	280	12	in	in	ADP
easat-4600	280	13	power	power	NOUN
easat-4600	280	14	generation	generation	NOUN
easat-4600	280	15	will	will	AUX
easat-4600	280	16	enhance	enhance	VERB
easat-4600	280	17	local	local	ADJ
easat-4600	280	18	energy	energy	NOUN
easat-4600	280	19	resources	resource	NOUN
easat-4600	280	20	,	,	PUNCT
easat-4600	280	21	particularly	particularly	ADV
easat-4600	280	22	in	in	ADP
easat-4600	280	23	relation	relation	NOUN
easat-4600	280	24	to	to	ADP
easat-4600	280	25	the	the	DET
easat-4600	280	26	utilization	utilization	NOUN
easat-4600	280	27	of	of	ADP
easat-4600	280	28	solar	solar	ADJ
easat-4600	280	29	and	and	CCONJ
easat-4600	280	30	biomass	biomass	NOUN
easat-4600	280	31	energy	energy	NOUN
easat-4600	280	32	.	.	PUNCT
easat-4600	281	1	solar	solar	ADJ
easat-4600	281	2	and	and	CCONJ
easat-4600	281	3	biomass	biomass	NOUN
easat-4600	281	4	energy	energy	NOUN
easat-4600	281	5	generation	generation	NOUN
easat-4600	281	6	in	in	ADP
easat-4600	281	7	hunan	hunan	PROPN
easat-4600	281	8	province	province	PROPN
easat-4600	281	9	can	can	AUX
easat-4600	281	10	be	be	AUX
easat-4600	281	11	more	more	ADV
easat-4600	281	12	widely	widely	ADV
easat-4600	281	13	distributed	distribute	VERB
easat-4600	281	14	to	to	ADP
easat-4600	281	15	regions	region	NOUN
easat-4600	281	16	via	via	ADP
easat-4600	281	17	techniques	technique	NOUN
easat-4600	281	18	such	such	ADJ
easat-4600	281	19	as	as	ADP
easat-4600	281	20	rural	rural	ADJ
easat-4600	281	21	photovoltaic	photovoltaic	NOUN
easat-4600	281	22	power	power	NOUN
easat-4600	281	23	generation	generation	NOUN
easat-4600	281	24	.	.	PUNCT
easat-4600	282	1	this	this	PRON
easat-4600	282	2	will	will	AUX
easat-4600	282	3	provide	provide	VERB
easat-4600	282	4	local	local	ADJ
easat-4600	282	5	investors	investor	NOUN
easat-4600	282	6	and	and	CCONJ
easat-4600	282	7	communities	community	NOUN
easat-4600	282	8	with	with	ADP
easat-4600	282	9	opportunities	opportunity	NOUN
easat-4600	282	10	to	to	PART
easat-4600	282	11	participate	participate	VERB
easat-4600	282	12	in	in	ADP
easat-4600	282	13	renewable	renewable	ADJ
easat-4600	282	14	energy	energy	NOUN
easat-4600	282	15	generation	generation	NOUN
easat-4600	282	16	in	in	ADP
easat-4600	282	17	the	the	DET
easat-4600	282	18	form	form	NOUN
easat-4600	282	19	of	of	ADP
easat-4600	282	20	distributed	distribute	VERB
easat-4600	282	21	generation	generation	NOUN
easat-4600	282	22	.	.	PUNCT
easat-4600	283	1	it	it	PRON
easat-4600	283	2	appears	appear	VERB
easat-4600	283	3	that	that	SCONJ
easat-4600	283	4	the	the	DET
easat-4600	283	5	increase	increase	NOUN
easat-4600	283	6	in	in	ADP
easat-4600	283	7	local	local	ADJ
easat-4600	283	8	energy	energy	NOUN
easat-4600	283	9	generation	generation	NOUN
easat-4600	283	10	supports	support	VERB
easat-4600	283	11	the	the	DET
easat-4600	283	12	development	development	NOUN
easat-4600	283	13	of	of	ADP
easat-4600	283	14	distributed	distribute	VERB
easat-4600	283	15	generation	generation	NOUN
easat-4600	283	16	,	,	PUNCT
easat-4600	283	17	thereby	thereby	ADV
easat-4600	283	18	contributing	contribute	VERB
easat-4600	283	19	to	to	ADP
easat-4600	283	20	the	the	DET
easat-4600	283	21	improvement	improvement	NOUN
easat-4600	283	22	of	of	ADP
easat-4600	283	23	energy	energy	NOUN
easat-4600	283	24	security	security	NOUN
easat-4600	283	25	in	in	ADP
easat-4600	283	26	hunan	hunan	PROPN
easat-4600	283	27	province	province	PROPN
easat-4600	283	28	,	,	PUNCT
easat-4600	283	29	especially	especially	ADV
easat-4600	283	30	in	in	ADP
easat-4600	283	31	terms	term	NOUN
easat-4600	283	32	of	of	ADP
easat-4600	283	33	decentralization	decentralization	NOUN
easat-4600	283	34	.	.	PUNCT
easat-4600	284	1	however	however	ADV
easat-4600	284	2	,	,	PUNCT
easat-4600	284	3	this	this	DET
easat-4600	284	4	transition	transition	NOUN
easat-4600	284	5	will	will	AUX
easat-4600	284	6	inevitably	inevitably	ADV
easat-4600	284	7	pose	pose	VERB
easat-4600	284	8	some	some	DET
easat-4600	284	9	challenges	challenge	NOUN
easat-4600	284	10	to	to	ADP
easat-4600	284	11	hunan	hunan	PROPN
easat-4600	284	12	's	's	PART
easat-4600	284	13	power	power	NOUN
easat-4600	284	14	system	system	NOUN
easat-4600	284	15	,	,	PUNCT
easat-4600	284	16	as	as	SCONJ
easat-4600	284	17	the	the	DET
easat-4600	284	18	existing	exist	VERB
easat-4600	284	19	power	power	NOUN
easat-4600	284	20	structure	structure	NOUN
easat-4600	284	21	is	be	AUX
easat-4600	284	22	primarily	primarily	ADV
easat-4600	284	23	designed	design	VERB
easat-4600	284	24	for	for	ADP
easat-4600	284	25	traditional	traditional	ADJ
easat-4600	284	26	thermal	thermal	ADJ
easat-4600	284	27	power	power	NOUN
easat-4600	284	28	generation	generation	NOUN
easat-4600	284	29	technologies	technology	NOUN
easat-4600	284	30	,	,	PUNCT
easat-4600	284	31	mainly	mainly	ADV
easat-4600	284	32	including	include	VERB
easat-4600	284	33	issues	issue	NOUN
easat-4600	284	34	related	relate	VERB
easat-4600	284	35	to	to	ADP
easat-4600	284	36	reliability	reliability	NOUN
easat-4600	284	37	,	,	PUNCT
easat-4600	284	38	flexibility	flexibility	NOUN
easat-4600	284	39	,	,	PUNCT
easat-4600	284	40	grid	grid	NOUN
easat-4600	284	41	infrastructure	infrastructure	NOUN
easat-4600	284	42	,	,	PUNCT
easat-4600	284	43	power	power	NOUN
easat-4600	284	44	dispatching	dispatching	NOUN
easat-4600	284	45	,	,	PUNCT
easat-4600	284	46	and	and	CCONJ
easat-4600	284	47	management	management	NOUN
easat-4600	284	48	.	.	PUNCT
easat-4600	285	1	•	•	NOUN
easat-4600	285	2	one	one	NUM
easat-4600	285	3	challenge	challenge	NOUN
easat-4600	285	4	is	be	AUX
easat-4600	285	5	the	the	DET
easat-4600	285	6	instability	instability	NOUN
easat-4600	285	7	of	of	ADP
easat-4600	285	8	the	the	DET
easat-4600	285	9	current	current	ADJ
easat-4600	285	10	power	power	NOUN
easat-4600	285	11	system	system	NOUN
easat-4600	285	12	.	.	PUNCT
easat-4600	286	1	according	accord	VERB
easat-4600	286	2	to	to	ADP
easat-4600	286	3	some	some	DET
easat-4600	286	4	forecasts	forecast	NOUN
easat-4600	286	5	[	[	X
easat-4600	286	6	45	45	NUM
easat-4600	286	7	]	]	PUNCT
easat-4600	286	8	by	by	ADP
easat-4600	286	9	2060	2060	NUM
easat-4600	286	10	,	,	PUNCT
easat-4600	286	11	renewable	renewable	ADJ
easat-4600	286	12	energy	energy	NOUN
easat-4600	286	13	in	in	ADP
easat-4600	286	14	china	china	PROPN
easat-4600	286	15	could	could	AUX
easat-4600	286	16	account	account	VERB
easat-4600	286	17	for	for	ADP
easat-4600	286	18	80	80	NUM
easat-4600	286	19	%	%	NOUN
easat-4600	286	20	of	of	ADP
easat-4600	286	21	the	the	DET
easat-4600	286	22	total	total	ADJ
easat-4600	286	23	power	power	NOUN
easat-4600	286	24	generation	generation	NOUN
easat-4600	286	25	.	.	PUNCT
easat-4600	287	1	to	to	PART
easat-4600	287	2	accommodate	accommodate	VERB
easat-4600	287	3	this	this	DET
easat-4600	287	4	growth	growth	NOUN
easat-4600	287	5	,	,	PUNCT
easat-4600	287	6	it	it	PRON
easat-4600	287	7	is	be	AUX
easat-4600	287	8	essential	essential	ADJ
easat-4600	287	9	to	to	PART
easat-4600	287	10	enhance	enhance	VERB
easat-4600	287	11	the	the	DET
easat-4600	287	12	stability	stability	NOUN
easat-4600	287	13	of	of	ADP
easat-4600	287	14	the	the	DET
easat-4600	287	15	power	power	NOUN
easat-4600	287	16	system	system	NOUN
easat-4600	287	17	.	.	PUNCT
easat-4600	288	1	however	however	ADV
easat-4600	288	2	,	,	PUNCT
easat-4600	288	3	the	the	DET
easat-4600	288	4	current	current	ADJ
easat-4600	288	5	power	power	NOUN
easat-4600	288	6	system	system	NOUN
easat-4600	288	7	still	still	ADV
easat-4600	288	8	primarily	primarily	ADV
easat-4600	288	9	relies	rely	VERB
easat-4600	288	10	on	on	ADP
easat-4600	288	11	alternating	alternate	VERB
easat-4600	288	12	current	current	ADJ
easat-4600	288	13	(	(	PUNCT
easat-4600	288	14	ac	ac	ADJ
easat-4600	288	15	)	)	PUNCT
easat-4600	288	16	synchronous	synchronous	ADJ
easat-4600	288	17	mechanisms	mechanism	NOUN
easat-4600	288	18	.	.	PUNCT
easat-4600	289	1	as	as	ADP
easat-4600	289	2	the	the	DET
easat-4600	289	3	proportion	proportion	NOUN
easat-4600	289	4	of	of	ADP
easat-4600	289	5	renewable	renewable	ADJ
easat-4600	289	6	energy	energy	NOUN
easat-4600	289	7	and	and	CCONJ
easat-4600	289	8	power	power	NOUN
easat-4600	289	9	electronic	electronic	ADJ
easat-4600	289	10	devices	device	NOUN
easat-4600	289	11	increases	increase	NOUN
easat-4600	289	12	,	,	PUNCT
easat-4600	289	13	the	the	DET
easat-4600	289	14	system	system	NOUN
easat-4600	289	15	's	's	PART
easat-4600	289	16	operating	operating	NOUN
easat-4600	289	17	characteristics	characteristic	NOUN
easat-4600	289	18	will	will	AUX
easat-4600	289	19	undergo	undergo	VERB
easat-4600	289	20	significant	significant	ADJ
easat-4600	289	21	changes	change	NOUN
easat-4600	289	22	.	.	PUNCT
easat-4600	290	1	unlike	unlike	ADP
easat-4600	290	2	traditional	traditional	ADJ
easat-4600	290	3	synchronous	synchronous	ADJ
easat-4600	290	4	generators	generator	NOUN
easat-4600	290	5	,	,	PUNCT
easat-4600	290	6	these	these	DET
easat-4600	290	7	new	new	ADJ
easat-4600	290	8	energy	energy	NOUN
easat-4600	290	9	sources	source	NOUN
easat-4600	290	10	do	do	AUX
easat-4600	290	11	not	not	PART
easat-4600	290	12	provide	provide	VERB
easat-4600	290	13	sufficient	sufficient	ADJ
easat-4600	290	14	system	system	NOUN
easat-4600	290	15	inertia	inertia	NOUN
easat-4600	290	16	,	,	PUNCT
easat-4600	290	17	leading	lead	VERB
easat-4600	290	18	to	to	ADP
easat-4600	290	19	increased	increase	VERB
easat-4600	290	20	vulnerability	vulnerability	NOUN
easat-4600	290	21	and	and	CCONJ
easat-4600	290	22	a	a	DET
easat-4600	290	23	higher	high	ADJ
easat-4600	290	24	risk	risk	NOUN
easat-4600	290	25	of	of	ADP
easat-4600	290	26	system	system	NOUN
easat-4600	290	27	failures	failure	NOUN
easat-4600	290	28	.	.	PUNCT
easat-4600	291	1	additionally	additionally	ADV
easat-4600	291	2	,	,	PUNCT
easat-4600	291	3	the	the	DET
easat-4600	291	4	generation	generation	NOUN
easat-4600	291	5	of	of	ADP
easat-4600	291	6	renewable	renewable	ADJ
easat-4600	291	7	energy	energy	NOUN
easat-4600	291	8	is	be	AUX
easat-4600	291	9	affected	affect	VERB
easat-4600	291	10	by	by	ADP
easat-4600	291	11	natural	natural	ADJ
easat-4600	291	12	conditions	condition	NOUN
easat-4600	291	13	and	and	CCONJ
easat-4600	291	14	weather	weather	NOUN
easat-4600	291	15	,	,	PUNCT
easat-4600	291	16	with	with	ADP
easat-4600	291	17	a	a	DET
easat-4600	291	18	risk	risk	NOUN
easat-4600	291	19	of	of	ADP
easat-4600	291	20	supply	supply	NOUN
easat-4600	291	21	unreliability	unreliability	NOUN
easat-4600	291	22	under	under	ADP
easat-4600	291	23	extreme	extreme	ADJ
easat-4600	291	24	weather	weather	NOUN
easat-4600	291	25	conditions	condition	NOUN
easat-4600	291	26	.	.	PUNCT
easat-4600	292	1	for	for	ADP
easat-4600	292	2	instance	instance	NOUN
easat-4600	292	3	,	,	PUNCT
easat-4600	292	4	hunan	hunan	PROPN
easat-4600	292	5	province	province	PROPN
easat-4600	292	6	mainly	mainly	ADV
easat-4600	292	7	relies	rely	VERB
easat-4600	292	8	on	on	ADP
easat-4600	292	9	hydropower	hydropower	NOUN
easat-4600	292	10	as	as	ADP
easat-4600	292	11	its	its	PRON
easat-4600	292	12	renewable	renewable	ADJ
easat-4600	292	13	energy	energy	NOUN
easat-4600	292	14	source	source	NOUN
easat-4600	292	15	.	.	PUNCT
easat-4600	293	1	according	accord	VERB
easat-4600	293	2	to	to	ADP
easat-4600	293	3	statistical	statistical	ADJ
easat-4600	293	4	data	datum	NOUN
easat-4600	293	5	,	,	PUNCT
easat-4600	293	6	from	from	ADP
easat-4600	293	7	january	january	PROPN
easat-4600	293	8	to	to	ADP
easat-4600	293	9	august	august	PROPN
easat-4600	293	10	2023	2023	NUM
easat-4600	293	11	,	,	PUNCT
easat-4600	293	12	due	due	ADP
easat-4600	293	13	to	to	ADP
easat-4600	293	14	drought	drought	NOUN
easat-4600	293	15	and	and	CCONJ
easat-4600	293	16	reservoir	reservoir	PROPN
easat-4600	293	17	water	water	NOUN
easat-4600	293	18	levels	level	NOUN
easat-4600	293	19	falling	fall	VERB
easat-4600	293	20	,	,	PUNCT
easat-4600	293	21	hydropower	hydropower	NOUN
easat-4600	293	22	generation	generation	NOUN
easat-4600	293	23	was	be	AUX
easat-4600	293	24	27	27	NUM
easat-4600	293	25	billion	billion	NUM
easat-4600	293	26	kwh	kwh	NOUN
easat-4600	293	27	,	,	PUNCT
easat-4600	293	28	with	with	ADP
easat-4600	293	29	a	a	DET
easat-4600	293	30	42.3	42.3	NUM
easat-4600	293	31	%	%	NOUN
easat-4600	293	32	decrease	decrease	NOUN
easat-4600	293	33	in	in	ADP
easat-4600	293	34	hydropower	hydropower	ADJ
easat-4600	293	35	output	output	NOUN
easat-4600	293	36	compared	compare	VERB
easat-4600	293	37	with	with	ADP
easat-4600	293	38	that	that	PRON
easat-4600	293	39	in	in	ADP
easat-4600	293	40	2022	2022	NUM
easat-4600	293	41	[	[	X
easat-4600	293	42	46	46	NUM
easat-4600	293	43	]	]	PUNCT
easat-4600	293	44	.	.	PUNCT
easat-4600	294	1	without	without	ADP
easat-4600	294	2	sufficient	sufficient	ADJ
easat-4600	294	3	backup	backup	ADJ
easat-4600	294	4	capacity	capacity	NOUN
easat-4600	294	5	to	to	PART
easat-4600	294	6	balance	balance	VERB
easat-4600	294	7	these	these	DET
easat-4600	294	8	fluctuations	fluctuation	NOUN
easat-4600	294	9	,	,	PUNCT
easat-4600	294	10	the	the	DET
easat-4600	294	11	grid	grid	NOUN
easat-4600	294	12	may	may	AUX
easat-4600	294	13	experience	experience	VERB
easat-4600	294	14	deviations	deviation	NOUN
easat-4600	294	15	,	,	PUNCT
easat-4600	294	16	potentially	potentially	ADV
easat-4600	294	17	leading	lead	VERB
easat-4600	294	18	to	to	ADP
easat-4600	294	19	regional	regional	ADJ
easat-4600	294	20	power	power	NOUN
easat-4600	294	21	outages	outage	NOUN
easat-4600	294	22	.	.	PUNCT
easat-4600	295	1	808	808	NUM
easat-4600	295	2	edelweiss	edelweiss	PROPN
easat-4600	295	3	applied	apply	VERB
easat-4600	295	4	science	science	NOUN
easat-4600	295	5	and	and	CCONJ
easat-4600	295	6	technology	technology	NOUN
easat-4600	295	7	issn	issn	PROPN
easat-4600	295	8	:	:	PUNCT
easat-4600	295	9	2576	2576	NUM
easat-4600	295	10	-	-	SYM
easat-4600	295	11	8484	8484	NUM
easat-4600	295	12	vol	vol	NOUN
easat-4600	295	13	.	.	PROPN
easat-4600	296	1	9	9	NUM
easat-4600	296	2	,	,	PUNCT
easat-4600	296	3	no	no	INTJ
easat-4600	296	4	.	.	NOUN
easat-4600	296	5	2	2	NUM
easat-4600	296	6	:	:	PUNCT
easat-4600	296	7	793	793	NUM
easat-4600	296	8	-	-	SYM
easat-4600	296	9	814	814	NUM
easat-4600	296	10	,	,	PUNCT
easat-4600	296	11	2025	2025	NUM
easat-4600	296	12	doi	doi	NOUN
easat-4600	296	13	:	:	PUNCT
easat-4600	296	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	296	15	©	©	PROPN
easat-4600	296	16	2025	2025	NUM
easat-4600	296	17	by	by	ADP
easat-4600	296	18	the	the	DET
easat-4600	296	19	authors	author	NOUN
easat-4600	296	20	;	;	PUNCT
easat-4600	296	21	licensee	licensee	PROPN
easat-4600	296	22	learning	learning	NOUN
easat-4600	296	23	gate	gate	NOUN
easat-4600	296	24	•	•	ADP
easat-4600	296	25	another	another	DET
easat-4600	296	26	major	major	ADJ
easat-4600	296	27	challenge	challenge	NOUN
easat-4600	296	28	is	be	AUX
easat-4600	296	29	the	the	DET
easat-4600	296	30	inflexibility	inflexibility	NOUN
easat-4600	296	31	of	of	ADP
easat-4600	296	32	the	the	DET
easat-4600	296	33	current	current	ADJ
easat-4600	296	34	power	power	NOUN
easat-4600	296	35	system	system	NOUN
easat-4600	296	36	.	.	PUNCT
easat-4600	297	1	studies	study	NOUN
easat-4600	297	2	show	show	VERB
easat-4600	297	3	that	that	SCONJ
easat-4600	297	4	transforming	transform	VERB
easat-4600	297	5	our	our	PRON
easat-4600	297	6	energy	energy	NOUN
easat-4600	297	7	system	system	NOUN
easat-4600	297	8	towards	towards	ADP
easat-4600	297	9	one	one	NUM
easat-4600	297	10	dominated	dominate	VERB
easat-4600	297	11	by	by	ADP
easat-4600	297	12	renewable	renewable	ADJ
easat-4600	297	13	energy	energy	NOUN
easat-4600	297	14	comes	come	VERB
easat-4600	297	15	with	with	ADP
easat-4600	297	16	some	some	DET
easat-4600	297	17	challenges	challenge	NOUN
easat-4600	297	18	,	,	PUNCT
easat-4600	297	19	as	as	SCONJ
easat-4600	297	20	highly	highly	ADV
easat-4600	297	21	variable	variable	ADJ
easat-4600	297	22	renewable	renewable	ADJ
easat-4600	297	23	energy	energy	NOUN
easat-4600	297	24	shares	share	NOUN
easat-4600	297	25	increase	increase	VERB
easat-4600	297	26	system	system	NOUN
easat-4600	297	27	requirements	requirement	NOUN
easat-4600	297	28	for	for	ADP
easat-4600	297	29	balancing	balance	VERB
easat-4600	297	30	supply	supply	NOUN
easat-4600	297	31	and	and	CCONJ
easat-4600	297	32	demand	demand	NOUN
easat-4600	297	33	[	[	X
easat-4600	297	34	47	47	NUM
easat-4600	297	35	]	]	PUNCT
easat-4600	297	36	.	.	PUNCT
easat-4600	298	1	the	the	DET
easat-4600	298	2	volatility	volatility	NOUN
easat-4600	298	3	of	of	ADP
easat-4600	298	4	renewable	renewable	ADJ
easat-4600	298	5	energy	energy	NOUN
easat-4600	298	6	can	can	AUX
easat-4600	298	7	cause	cause	VERB
easat-4600	298	8	significant	significant	ADJ
easat-4600	298	9	fluctuations	fluctuation	NOUN
easat-4600	298	10	in	in	ADP
easat-4600	298	11	power	power	NOUN
easat-4600	298	12	generation	generation	NOUN
easat-4600	298	13	within	within	ADP
easat-4600	298	14	a	a	DET
easat-4600	298	15	single	single	ADJ
easat-4600	298	16	day	day	NOUN
easat-4600	298	17	.	.	PUNCT
easat-4600	299	1	research	research	NOUN
easat-4600	299	2	indicates	indicate	VERB
easat-4600	299	3	that	that	SCONJ
easat-4600	299	4	by	by	ADP
easat-4600	299	5	2030	2030	NUM
easat-4600	299	6	,	,	PUNCT
easat-4600	299	7	the	the	DET
easat-4600	299	8	maximum	maximum	ADJ
easat-4600	299	9	daily	daily	ADJ
easat-4600	299	10	fluctuation	fluctuation	NOUN
easat-4600	299	11	in	in	ADP
easat-4600	299	12	national	national	ADJ
easat-4600	299	13	renewable	renewable	ADJ
easat-4600	299	14	energy	energy	NOUN
easat-4600	299	15	generation	generation	NOUN
easat-4600	299	16	could	could	AUX
easat-4600	299	17	reach	reach	VERB
easat-4600	299	18	40	40	NUM
easat-4600	299	19	million	million	NUM
easat-4600	299	20	kilowatts	kilowatt	NOUN
easat-4600	299	21	,	,	PUNCT
easat-4600	299	22	potentially	potentially	ADV
easat-4600	299	23	leading	lead	VERB
easat-4600	299	24	to	to	ADP
easat-4600	299	25	multiple	multiple	ADJ
easat-4600	299	26	load	load	NOUN
easat-4600	299	27	adjustments	adjustment	NOUN
easat-4600	299	28	and	and	CCONJ
easat-4600	299	29	more	more	ADV
easat-4600	299	30	frequent	frequent	ADJ
easat-4600	299	31	switching	switching	NOUN
easat-4600	299	32	cycles	cycle	NOUN
easat-4600	299	33	within	within	ADP
easat-4600	299	34	the	the	DET
easat-4600	299	35	system	system	NOUN
easat-4600	299	36	.	.	PUNCT
easat-4600	300	1	therefore	therefore	ADV
easat-4600	300	2	,	,	PUNCT
easat-4600	300	3	a	a	DET
easat-4600	300	4	more	more	ADV
easat-4600	300	5	flexible	flexible	ADJ
easat-4600	300	6	power	power	NOUN
easat-4600	300	7	system	system	NOUN
easat-4600	300	8	is	be	AUX
easat-4600	300	9	needed	need	VERB
easat-4600	300	10	to	to	PART
easat-4600	300	11	accommodate	accommodate	VERB
easat-4600	300	12	these	these	DET
easat-4600	300	13	fluctuations	fluctuation	NOUN
easat-4600	300	14	.	.	PUNCT
easat-4600	301	1	for	for	ADP
easat-4600	301	2	instance	instance	NOUN
easat-4600	301	3	,	,	PUNCT
easat-4600	301	4	in	in	ADP
easat-4600	301	5	hunan	hunan	PROPN
easat-4600	301	6	province	province	PROPN
easat-4600	301	7	,	,	PUNCT
easat-4600	301	8	there	there	PRON
easat-4600	301	9	is	be	VERB
easat-4600	301	10	a	a	DET
easat-4600	301	11	significant	significant	ADJ
easat-4600	301	12	difference	difference	NOUN
easat-4600	301	13	between	between	ADP
easat-4600	301	14	peak	peak	NOUN
easat-4600	301	15	and	and	CCONJ
easat-4600	301	16	off	off	ADP
easat-4600	301	17	-	-	PUNCT
easat-4600	301	18	peak	peak	NOUN
easat-4600	301	19	electricity	electricity	NOUN
easat-4600	301	20	demand	demand	NOUN
easat-4600	301	21	,	,	PUNCT
easat-4600	301	22	with	with	ADP
easat-4600	301	23	shortages	shortage	NOUN
easat-4600	301	24	during	during	ADP
easat-4600	301	25	peak	peak	NOUN
easat-4600	301	26	periods	period	NOUN
easat-4600	301	27	and	and	CCONJ
easat-4600	301	28	surpluses	surplus	NOUN
easat-4600	301	29	during	during	ADP
easat-4600	301	30	off	off	ADP
easat-4600	301	31	-	-	PUNCT
easat-4600	301	32	peak	peak	NOUN
easat-4600	301	33	periods	period	NOUN
easat-4600	301	34	.	.	PUNCT
easat-4600	302	1	currently	currently	ADV
easat-4600	302	2	,	,	PUNCT
easat-4600	302	3	wind	wind	NOUN
easat-4600	302	4	and	and	CCONJ
easat-4600	302	5	solar	solar	ADJ
easat-4600	302	6	power	power	NOUN
easat-4600	302	7	generation	generation	NOUN
easat-4600	302	8	can	can	AUX
easat-4600	302	9	not	not	PART
easat-4600	302	10	effectively	effectively	ADV
easat-4600	302	11	adjust	adjust	VERB
easat-4600	302	12	to	to	PART
easat-4600	302	13	load	load	VERB
easat-4600	302	14	due	due	ADJ
easat-4600	302	15	to	to	ADP
easat-4600	302	16	environmental	environmental	ADJ
easat-4600	302	17	constraints	constraint	NOUN
easat-4600	302	18	,	,	PUNCT
easat-4600	302	19	and	and	CCONJ
easat-4600	302	20	hydropower	hydropower	NOUN
easat-4600	302	21	capacity	capacity	NOUN
easat-4600	302	22	is	be	AUX
easat-4600	302	23	insufficient	insufficient	ADJ
easat-4600	302	24	for	for	ADP
easat-4600	302	25	peak	peak	NOUN
easat-4600	302	26	shaving	shaving	NOUN
easat-4600	302	27	.	.	PUNCT
easat-4600	303	1	this	this	DET
easat-4600	303	2	highlights	highlight	NOUN
easat-4600	303	3	the	the	DET
easat-4600	303	4	need	need	NOUN
easat-4600	303	5	for	for	ADP
easat-4600	303	6	effective	effective	ADJ
easat-4600	303	7	energy	energy	NOUN
easat-4600	303	8	storage	storage	NOUN
easat-4600	303	9	systems	system	NOUN
easat-4600	303	10	.	.	PUNCT
easat-4600	304	1	however	however	ADV
easat-4600	304	2	,	,	PUNCT
easat-4600	304	3	hunan	hunan	PROPN
easat-4600	304	4	’s	’s	PART
easat-4600	304	5	existing	exist	VERB
easat-4600	304	6	electricity	electricity	NOUN
easat-4600	304	7	storage	storage	NOUN
easat-4600	304	8	capacity	capacity	NOUN
easat-4600	304	9	is	be	AUX
easat-4600	304	10	very	very	ADV
easat-4600	304	11	limited	limited	ADJ
easat-4600	304	12	and	and	CCONJ
easat-4600	304	13	can	can	AUX
easat-4600	304	14	not	not	PART
easat-4600	304	15	meet	meet	VERB
easat-4600	304	16	energy	energy	NOUN
easat-4600	304	17	regulation	regulation	NOUN
easat-4600	304	18	needs	need	VERB
easat-4600	304	19	.	.	PUNCT
easat-4600	305	1	as	as	ADP
easat-4600	305	2	of	of	ADP
easat-4600	305	3	2023	2023	NUM
easat-4600	305	4	,	,	PUNCT
easat-4600	305	5	hunan	hunan	PROPN
easat-4600	305	6	's	's	PART
easat-4600	305	7	storage	storage	NOUN
easat-4600	305	8	capacity	capacity	NOUN
easat-4600	305	9	stands	stand	VERB
easat-4600	305	10	at	at	ADP
easat-4600	305	11	2.64	2.64	NUM
easat-4600	305	12	million	million	NUM
easat-4600	305	13	kilowatts	kilowatt	NOUN
easat-4600	305	14	[	[	PUNCT
easat-4600	305	15	48	48	NUM
easat-4600	305	16	]	]	PUNCT
easat-4600	305	17	accounting	account	VERB
easat-4600	305	18	for	for	ADP
easat-4600	305	19	only	only	ADV
easat-4600	305	20	about	about	ADV
easat-4600	305	21	3.7	3.7	NUM
easat-4600	305	22	%	%	NOUN
easat-4600	305	23	of	of	ADP
easat-4600	305	24	the	the	DET
easat-4600	305	25	province	province	NOUN
easat-4600	305	26	's	's	PART
easat-4600	305	27	total	total	ADJ
easat-4600	305	28	installation	installation	NOUN
easat-4600	305	29	capacity	capacity	NOUN
easat-4600	305	30	.	.	PUNCT
easat-4600	306	1	•	•	NUM
easat-4600	306	2	the	the	DET
easat-4600	306	3	grid	grid	NOUN
easat-4600	306	4	’s	’s	PART
easat-4600	306	5	infrastructure	infrastructure	NOUN
easat-4600	306	6	needs	need	VERB
easat-4600	306	7	further	far	ADV
easat-4600	306	8	upgrading	upgrading	NOUN
easat-4600	306	9	.	.	PUNCT
easat-4600	307	1	the	the	DET
easat-4600	307	2	integration	integration	NOUN
easat-4600	307	3	of	of	ADP
easat-4600	307	4	large	large	ADJ
easat-4600	307	5	amounts	amount	NOUN
easat-4600	307	6	of	of	ADP
easat-4600	307	7	distributed	distribute	VERB
easat-4600	307	8	renewable	renewable	ADJ
easat-4600	307	9	energy	energy	NOUN
easat-4600	307	10	,	,	PUNCT
easat-4600	307	11	such	such	ADJ
easat-4600	307	12	as	as	ADP
easat-4600	307	13	rooftop	rooftop	NOUN
easat-4600	307	14	solar	solar	ADJ
easat-4600	307	15	panels	panel	NOUN
easat-4600	307	16	and	and	CCONJ
easat-4600	307	17	small	small	ADJ
easat-4600	307	18	wind	wind	NOUN
easat-4600	307	19	turbines	turbine	NOUN
easat-4600	307	20	,	,	PUNCT
easat-4600	307	21	requires	require	VERB
easat-4600	307	22	the	the	DET
easat-4600	307	23	grid	grid	NOUN
easat-4600	307	24	to	to	PART
easat-4600	307	25	have	have	VERB
easat-4600	307	26	advanced	advanced	ADJ
easat-4600	307	27	technologies	technology	NOUN
easat-4600	307	28	to	to	PART
easat-4600	307	29	manage	manage	VERB
easat-4600	307	30	multiple	multiple	ADJ
easat-4600	307	31	access	access	NOUN
easat-4600	307	32	points	point	NOUN
easat-4600	307	33	and	and	CCONJ
easat-4600	307	34	bidirectional	bidirectional	ADJ
easat-4600	307	35	power	power	NOUN
easat-4600	307	36	flows	flow	NOUN
easat-4600	307	37	,	,	PUNCT
easat-4600	307	38	as	as	ADV
easat-4600	307	39	well	well	ADV
easat-4600	307	40	as	as	ADP
easat-4600	307	41	improved	improve	VERB
easat-4600	307	42	equipment	equipment	NOUN
easat-4600	307	43	to	to	PART
easat-4600	307	44	handle	handle	VERB
easat-4600	307	45	the	the	DET
easat-4600	307	46	instability	instability	NOUN
easat-4600	307	47	caused	cause	VERB
easat-4600	307	48	by	by	ADP
easat-4600	307	49	fluctuations	fluctuation	NOUN
easat-4600	307	50	in	in	ADP
easat-4600	307	51	renewable	renewable	ADJ
easat-4600	307	52	energy	energy	NOUN
easat-4600	307	53	generation	generation	NOUN
easat-4600	307	54	.	.	PUNCT
easat-4600	308	1	additionally	additionally	ADV
easat-4600	308	2	,	,	PUNCT
easat-4600	308	3	as	as	ADP
easat-4600	308	4	renewable	renewable	ADJ
easat-4600	308	5	energy	energy	NOUN
easat-4600	308	6	planning	planning	NOUN
easat-4600	308	7	advances	advance	NOUN
easat-4600	308	8	,	,	PUNCT
easat-4600	308	9	the	the	DET
easat-4600	308	10	existing	exist	VERB
easat-4600	308	11	grid	grid	NOUN
easat-4600	308	12	needs	need	VERB
easat-4600	308	13	to	to	PART
easat-4600	308	14	be	be	AUX
easat-4600	308	15	expanded	expand	VERB
easat-4600	308	16	,	,	PUNCT
easat-4600	308	17	and	and	CCONJ
easat-4600	308	18	more	more	ADJ
easat-4600	308	19	power	power	NOUN
easat-4600	308	20	transmission	transmission	NOUN
easat-4600	308	21	lines	line	NOUN
easat-4600	308	22	need	need	VERB
easat-4600	308	23	to	to	PART
easat-4600	308	24	be	be	AUX
easat-4600	308	25	constructed	construct	VERB
easat-4600	308	26	.	.	PUNCT
easat-4600	309	1	for	for	ADP
easat-4600	309	2	example	example	NOUN
easat-4600	309	3	,	,	PUNCT
easat-4600	309	4	in	in	ADP
easat-4600	309	5	hunan	hunan	PROPN
easat-4600	309	6	province	province	PROPN
easat-4600	309	7	,	,	PUNCT
easat-4600	309	8	wind	wind	NOUN
easat-4600	309	9	and	and	CCONJ
easat-4600	309	10	solar	solar	ADJ
easat-4600	309	11	resources	resource	NOUN
easat-4600	309	12	are	be	AUX
easat-4600	309	13	primarily	primarily	ADV
easat-4600	309	14	concentrated	concentrate	VERB
easat-4600	309	15	in	in	ADP
easat-4600	309	16	the	the	DET
easat-4600	309	17	remote	remote	ADJ
easat-4600	309	18	southern	southern	ADJ
easat-4600	309	19	regions	region	NOUN
easat-4600	309	20	,	,	PUNCT
easat-4600	309	21	while	while	SCONJ
easat-4600	309	22	electricity	electricity	NOUN
easat-4600	309	23	demand	demand	NOUN
easat-4600	309	24	is	be	AUX
easat-4600	309	25	concentrated	concentrate	VERB
easat-4600	309	26	in	in	ADP
easat-4600	309	27	the	the	DET
easat-4600	309	28	northern	northern	ADJ
easat-4600	309	29	urban	urban	ADJ
easat-4600	309	30	areas	area	NOUN
easat-4600	309	31	.	.	PUNCT
easat-4600	310	1	by	by	ADP
easat-4600	310	2	the	the	DET
easat-4600	310	3	end	end	NOUN
easat-4600	310	4	of	of	ADP
easat-4600	310	5	2019	2019	NUM
easat-4600	310	6	,	,	PUNCT
easat-4600	310	7	although	although	SCONJ
easat-4600	310	8	renewable	renewable	ADJ
easat-4600	310	9	energy	energy	NOUN
easat-4600	310	10	accounted	account	VERB
easat-4600	310	11	for	for	ADP
easat-4600	310	12	6.43	6.43	NUM
easat-4600	310	13	%	%	NOUN
easat-4600	310	14	of	of	ADP
easat-4600	310	15	the	the	DET
easat-4600	310	16	total	total	ADJ
easat-4600	310	17	power	power	NOUN
easat-4600	310	18	generation	generation	NOUN
easat-4600	310	19	,	,	PUNCT
easat-4600	310	20	curtailment	curtailment	ADJ
easat-4600	310	21	issues	issue	NOUN
easat-4600	310	22	persisted	persist	VERB
easat-4600	310	23	,	,	PUNCT
easat-4600	310	24	with	with	ADP
easat-4600	310	25	a	a	DET
easat-4600	310	26	curtailment	curtailment	ADJ
easat-4600	310	27	rate	rate	NOUN
easat-4600	310	28	of	of	ADP
easat-4600	310	29	1.80	1.80	NUM
easat-4600	310	30	%	%	NOUN
easat-4600	310	31	[	[	X
easat-4600	310	32	49	49	NUM
easat-4600	310	33	]	]	PUNCT
easat-4600	310	34	.	.	PUNCT
easat-4600	311	1	this	this	PRON
easat-4600	311	2	indicates	indicate	VERB
easat-4600	311	3	that	that	SCONJ
easat-4600	311	4	some	some	DET
easat-4600	311	5	renewable	renewable	ADJ
easat-4600	311	6	energy	energy	NOUN
easat-4600	311	7	was	be	AUX
easat-4600	311	8	not	not	PART
easat-4600	311	9	fully	fully	ADV
easat-4600	311	10	utilized	utilize	VERB
easat-4600	311	11	.	.	PUNCT
easat-4600	312	1	to	to	PART
easat-4600	312	2	address	address	VERB
easat-4600	312	3	this	this	DET
easat-4600	312	4	problem	problem	NOUN
easat-4600	312	5	,	,	PUNCT
easat-4600	312	6	more	more	ADJ
easat-4600	312	7	transmission	transmission	NOUN
easat-4600	312	8	lines	line	NOUN
easat-4600	312	9	and	and	CCONJ
easat-4600	312	10	substations	substation	NOUN
easat-4600	312	11	need	need	VERB
easat-4600	312	12	to	to	PART
easat-4600	312	13	be	be	AUX
easat-4600	312	14	built	build	VERB
easat-4600	312	15	,	,	PUNCT
easat-4600	312	16	which	which	PRON
easat-4600	312	17	requires	require	VERB
easat-4600	312	18	significant	significant	ADJ
easat-4600	312	19	investment	investment	NOUN
easat-4600	312	20	and	and	CCONJ
easat-4600	312	21	long	long	ADJ
easat-4600	312	22	-	-	PUNCT
easat-4600	312	23	term	term	NOUN
easat-4600	312	24	planning	planning	NOUN
easat-4600	312	25	.	.	PUNCT
easat-4600	313	1	•	•	NUM
easat-4600	313	2	the	the	DET
easat-4600	313	3	transformation	transformation	NOUN
easat-4600	313	4	of	of	ADP
easat-4600	313	5	the	the	DET
easat-4600	313	6	power	power	NOUN
easat-4600	313	7	generation	generation	NOUN
easat-4600	313	8	structure	structure	NOUN
easat-4600	313	9	presents	present	VERB
easat-4600	313	10	challenges	challenge	NOUN
easat-4600	313	11	to	to	ADP
easat-4600	313	12	the	the	DET
easat-4600	313	13	scheduling	scheduling	NOUN
easat-4600	313	14	and	and	CCONJ
easat-4600	313	15	management	management	NOUN
easat-4600	313	16	of	of	ADP
easat-4600	313	17	the	the	DET
easat-4600	313	18	power	power	NOUN
easat-4600	313	19	sector	sector	NOUN
easat-4600	313	20	.	.	PUNCT
easat-4600	314	1	the	the	DET
easat-4600	314	2	volatility	volatility	NOUN
easat-4600	314	3	and	and	CCONJ
easat-4600	314	4	unpredictability	unpredictability	NOUN
easat-4600	314	5	of	of	ADP
easat-4600	314	6	renewable	renewable	ADJ
easat-4600	314	7	energy	energy	NOUN
easat-4600	314	8	increase	increase	NOUN
easat-4600	314	9	the	the	DET
easat-4600	314	10	complexity	complexity	NOUN
easat-4600	314	11	of	of	ADP
easat-4600	314	12	grid	grid	NOUN
easat-4600	314	13	scheduling	scheduling	NOUN
easat-4600	314	14	,	,	PUNCT
easat-4600	314	15	necessitating	necessitate	VERB
easat-4600	314	16	the	the	DET
easat-4600	314	17	adoption	adoption	NOUN
easat-4600	314	18	of	of	ADP
easat-4600	314	19	more	more	ADV
easat-4600	314	20	advanced	advanced	ADJ
easat-4600	314	21	algorithms	algorithm	NOUN
easat-4600	314	22	and	and	CCONJ
easat-4600	314	23	real	real	ADJ
easat-4600	314	24	-	-	PUNCT
easat-4600	314	25	time	time	NOUN
easat-4600	314	26	management	management	NOUN
easat-4600	314	27	technologies	technology	NOUN
easat-4600	314	28	.	.	PUNCT
easat-4600	315	1	the	the	DET
easat-4600	315	2	rapid	rapid	ADJ
easat-4600	315	3	fluctuations	fluctuation	NOUN
easat-4600	315	4	in	in	ADP
easat-4600	315	5	wind	wind	NOUN
easat-4600	315	6	speed	speed	NOUN
easat-4600	315	7	and	and	CCONJ
easat-4600	315	8	solar	solar	ADJ
easat-4600	315	9	radiation	radiation	NOUN
easat-4600	315	10	further	far	ADV
easat-4600	315	11	complicate	complicate	VERB
easat-4600	315	12	real	real	ADJ
easat-4600	315	13	-	-	PUNCT
easat-4600	315	14	time	time	NOUN
easat-4600	315	15	scheduling	scheduling	NOUN
easat-4600	315	16	and	and	CCONJ
easat-4600	315	17	load	load	NOUN
easat-4600	315	18	matching	match	VERB
easat-4600	315	19	.	.	PUNCT
easat-4600	316	1	despite	despite	SCONJ
easat-4600	316	2	the	the	DET
easat-4600	316	3	availability	availability	NOUN
easat-4600	316	4	of	of	ADP
easat-4600	316	5	various	various	ADJ
easat-4600	316	6	forecasting	forecasting	NOUN
easat-4600	316	7	tools	tool	NOUN
easat-4600	316	8	and	and	CCONJ
easat-4600	316	9	models	model	NOUN
easat-4600	316	10	,	,	PUNCT
easat-4600	316	11	errors	error	NOUN
easat-4600	316	12	in	in	ADP
easat-4600	316	13	predicting	predict	VERB
easat-4600	316	14	renewable	renewable	ADJ
easat-4600	316	15	energy	energy	NOUN
easat-4600	316	16	output	output	NOUN
easat-4600	316	17	persist	persist	NOUN
easat-4600	316	18	,	,	PUNCT
easat-4600	316	19	requiring	require	VERB
easat-4600	316	20	realtime	realtime	NOUN
easat-4600	316	21	adjustments	adjustment	NOUN
easat-4600	316	22	to	to	PART
easat-4600	316	23	generation	generation	VERB
easat-4600	316	24	plans	plan	NOUN
easat-4600	316	25	to	to	PART
easat-4600	316	26	compensate	compensate	VERB
easat-4600	316	27	for	for	ADP
easat-4600	316	28	these	these	DET
easat-4600	316	29	uncertainties	uncertainty	NOUN
easat-4600	316	30	.	.	PUNCT
easat-4600	317	1	as	as	ADP
easat-4600	317	2	a	a	DET
easat-4600	317	3	result	result	NOUN
easat-4600	317	4	,	,	PUNCT
easat-4600	317	5	scheduling	scheduling	NOUN
easat-4600	317	6	systems	system	NOUN
easat-4600	317	7	must	must	AUX
easat-4600	317	8	possess	possess	VERB
easat-4600	317	9	efficient	efficient	ADJ
easat-4600	317	10	data	datum	NOUN
easat-4600	317	11	processing	processing	NOUN
easat-4600	317	12	capabilities	capability	NOUN
easat-4600	317	13	and	and	CCONJ
easat-4600	317	14	rapid	rapid	ADJ
easat-4600	317	15	response	response	NOUN
easat-4600	317	16	mechanisms	mechanism	NOUN
easat-4600	317	17	.	.	PUNCT
easat-4600	318	1	the	the	DET
easat-4600	318	2	integration	integration	NOUN
easat-4600	318	3	of	of	ADP
easat-4600	318	4	renewable	renewable	ADJ
easat-4600	318	5	energy	energy	NOUN
easat-4600	318	6	increases	increase	VERB
easat-4600	318	7	operational	operational	ADJ
easat-4600	318	8	complexity	complexity	NOUN
easat-4600	318	9	and	and	CCONJ
easat-4600	318	10	may	may	AUX
easat-4600	318	11	impact	impact	VERB
easat-4600	318	12	system	system	NOUN
easat-4600	318	13	reliability	reliability	NOUN
easat-4600	318	14	.	.	PUNCT
easat-4600	319	1	grid	grid	NOUN
easat-4600	319	2	operators	operator	NOUN
easat-4600	319	3	must	must	AUX
easat-4600	319	4	effectively	effectively	ADV
easat-4600	319	5	assess	assess	VERB
easat-4600	319	6	and	and	CCONJ
easat-4600	319	7	manage	manage	VERB
easat-4600	319	8	these	these	DET
easat-4600	319	9	risks	risk	NOUN
easat-4600	319	10	to	to	PART
easat-4600	319	11	ensure	ensure	VERB
easat-4600	319	12	the	the	DET
easat-4600	319	13	stability	stability	NOUN
easat-4600	319	14	and	and	CCONJ
easat-4600	319	15	security	security	NOUN
easat-4600	319	16	of	of	ADP
easat-4600	319	17	the	the	DET
easat-4600	319	18	power	power	NOUN
easat-4600	319	19	supply	supply	NOUN
easat-4600	319	20	.	.	PUNCT
easat-4600	320	1	to	to	PART
easat-4600	320	2	address	address	VERB
easat-4600	320	3	the	the	DET
easat-4600	320	4	challenges	challenge	NOUN
easat-4600	320	5	posed	pose	VERB
easat-4600	320	6	by	by	ADP
easat-4600	320	7	renewable	renewable	ADJ
easat-4600	320	8	energy	energy	NOUN
easat-4600	320	9	to	to	ADP
easat-4600	320	10	the	the	DET
easat-4600	320	11	power	power	NOUN
easat-4600	320	12	grid	grid	NOUN
easat-4600	320	13	,	,	PUNCT
easat-4600	320	14	hunan	hunan	PROPN
easat-4600	320	15	province	province	PROPN
easat-4600	320	16	has	have	AUX
easat-4600	320	17	implemented	implement	VERB
easat-4600	320	18	a	a	DET
easat-4600	320	19	series	series	NOUN
easat-4600	320	20	of	of	ADP
easat-4600	320	21	policy	policy	NOUN
easat-4600	320	22	measures	measure	NOUN
easat-4600	320	23	.	.	PUNCT
easat-4600	321	1	first	first	ADV
easat-4600	321	2	,	,	PUNCT
easat-4600	321	3	the	the	DET
easat-4600	321	4	province	province	NOUN
easat-4600	321	5	has	have	AUX
easat-4600	321	6	significantly	significantly	ADV
easat-4600	321	7	advanced	advance	VERB
easat-4600	321	8	the	the	DET
easat-4600	321	9	construction	construction	NOUN
easat-4600	321	10	of	of	ADP
easat-4600	321	11	renewable	renewable	ADJ
easat-4600	321	12	energy	energy	NOUN
easat-4600	321	13	infrastructure	infrastructure	NOUN
easat-4600	321	14	,	,	PUNCT
easat-4600	321	15	including	include	VERB
easat-4600	321	16	pumped	pump	VERB
easat-4600	321	17	storage	storage	NOUN
easat-4600	321	18	power	power	NOUN
easat-4600	321	19	stations	station	NOUN
easat-4600	321	20	,	,	PUNCT
easat-4600	321	21	wind	wind	NOUN
easat-4600	321	22	power	power	NOUN
easat-4600	321	23	,	,	PUNCT
easat-4600	321	24	and	and	CCONJ
easat-4600	321	25	photovoltaic	photovoltaic	NOUN
easat-4600	321	26	projects	project	NOUN
easat-4600	321	27	[	[	X
easat-4600	321	28	50	50	NUM
easat-4600	321	29	]	]	PUNCT
easat-4600	321	30	.	.	PUNCT
easat-4600	322	1	according	accord	VERB
easat-4600	322	2	to	to	ADP
easat-4600	322	3	hunan	hunan	PROPN
easat-4600	322	4	province	province	PROPN
easat-4600	322	5	's	's	PART
easat-4600	322	6	"	"	PUNCT
easat-4600	322	7	14th	14th	ADJ
easat-4600	322	8	five	five	NUM
easat-4600	322	9	-	-	PUNCT
easat-4600	322	10	year	year	NOUN
easat-4600	322	11	plan	plan	NOUN
easat-4600	322	12	"	"	PUNCT
easat-4600	322	13	energy	energy	NOUN
easat-4600	322	14	project	project	NOUN
easat-4600	322	15	progress	progress	NOUN
easat-4600	322	16	monitoring	monitor	VERB
easat-4600	322	17	report	report	NOUN
easat-4600	322	18	[	[	X
easat-4600	322	19	51	51	NUM
easat-4600	322	20	]	]	PUNCT
easat-4600	322	21	the	the	DET
easat-4600	322	22	province	province	NOUN
easat-4600	322	23	has	have	AUX
easat-4600	322	24	approved	approve	VERB
easat-4600	322	25	the	the	DET
easat-4600	322	26	construction	construction	NOUN
easat-4600	322	27	of	of	ADP
easat-4600	322	28	eight	eight	NUM
easat-4600	322	29	pumped	pump	VERB
easat-4600	322	30	storage	storage	NOUN
easat-4600	322	31	power	power	NOUN
easat-4600	322	32	stations	station	NOUN
easat-4600	322	33	with	with	ADP
easat-4600	322	34	a	a	DET
easat-4600	322	35	total	total	ADJ
easat-4600	322	36	installation	installation	NOUN
easat-4600	322	37	capacity	capacity	NOUN
easat-4600	322	38	of	of	ADP
easat-4600	322	39	11.8	11.8	NUM
easat-4600	322	40	million	million	NUM
easat-4600	322	41	kilowatts	kilowatt	NOUN
easat-4600	322	42	,	,	PUNCT
easat-4600	322	43	including	include	VERB
easat-4600	322	44	the	the	DET
easat-4600	322	45	pingjiang	pingjiang	PROPN
easat-4600	322	46	and	and	CCONJ
easat-4600	322	47	anhua	anhua	PROPN
easat-4600	322	48	pumped	pump	VERB
easat-4600	322	49	storage	storage	NOUN
easat-4600	322	50	power	power	NOUN
easat-4600	322	51	station	station	NOUN
easat-4600	322	52	.	.	PUNCT
easat-4600	323	1	additionally	additionally	ADV
easat-4600	323	2	,	,	PUNCT
easat-4600	323	3	18	18	NUM
easat-4600	323	4	pumped	pump	VERB
easat-4600	323	5	storage	storage	NOUN
easat-4600	323	6	power	power	NOUN
easat-4600	323	7	stations	station	NOUN
easat-4600	323	8	in	in	ADP
easat-4600	323	9	hunan	hunan	PROPN
easat-4600	323	10	will	will	AUX
easat-4600	323	11	be	be	AUX
easat-4600	323	12	constructed	construct	VERB
easat-4600	323	13	,	,	PUNCT
easat-4600	323	14	with	with	ADP
easat-4600	323	15	their	their	PRON
easat-4600	323	16	completion	completion	NOUN
easat-4600	323	17	expected	expect	VERB
easat-4600	323	18	around	around	ADP
easat-4600	323	19	2030	2030	NUM
easat-4600	323	20	.	.	PUNCT
easat-4600	324	1	to	to	PART
easat-4600	324	2	enhance	enhance	VERB
easat-4600	324	3	power	power	NOUN
easat-4600	324	4	security	security	NOUN
easat-4600	324	5	and	and	CCONJ
easat-4600	324	6	ensure	ensure	VERB
easat-4600	324	7	809	809	NUM
easat-4600	324	8	edelweiss	edelweiss	PROPN
easat-4600	324	9	applied	apply	VERB
easat-4600	324	10	science	science	NOUN
easat-4600	324	11	and	and	CCONJ
easat-4600	324	12	technology	technology	NOUN
easat-4600	324	13	issn	issn	PROPN
easat-4600	324	14	:	:	PUNCT
easat-4600	324	15	2576	2576	NUM
easat-4600	324	16	-	-	SYM
easat-4600	324	17	8484	8484	NUM
easat-4600	324	18	vol	vol	NOUN
easat-4600	324	19	.	.	PROPN
easat-4600	325	1	9	9	NUM
easat-4600	325	2	,	,	PUNCT
easat-4600	325	3	no	no	INTJ
easat-4600	325	4	.	.	NOUN
easat-4600	325	5	2	2	NUM
easat-4600	325	6	:	:	PUNCT
easat-4600	325	7	793	793	NUM
easat-4600	325	8	-	-	SYM
easat-4600	325	9	814	814	NUM
easat-4600	325	10	,	,	PUNCT
easat-4600	325	11	2025	2025	NUM
easat-4600	325	12	doi	doi	NOUN
easat-4600	325	13	:	:	PUNCT
easat-4600	325	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	325	15	©	©	PROPN
easat-4600	325	16	2025	2025	NUM
easat-4600	325	17	by	by	ADP
easat-4600	325	18	the	the	DET
easat-4600	325	19	authors	author	NOUN
easat-4600	325	20	;	;	PUNCT
easat-4600	325	21	licensee	licensee	PROPN
easat-4600	325	22	learning	learn	VERB
easat-4600	325	23	gate	gate	VERB
easat-4600	325	24	stable	stable	ADJ
easat-4600	325	25	electricity	electricity	NOUN
easat-4600	325	26	supply	supply	NOUN
easat-4600	325	27	,	,	PUNCT
easat-4600	325	28	the	the	DET
easat-4600	325	29	hunan	hunan	PROPN
easat-4600	325	30	provincial	provincial	ADJ
easat-4600	325	31	government	government	NOUN
easat-4600	325	32	is	be	AUX
easat-4600	325	33	accelerating	accelerate	VERB
easat-4600	325	34	the	the	DET
easat-4600	325	35	development	development	NOUN
easat-4600	325	36	of	of	ADP
easat-4600	325	37	ultrahigh	ultrahigh	NOUN
easat-4600	325	38	-	-	PUNCT
easat-4600	325	39	voltage	voltage	NOUN
easat-4600	325	40	(	(	PUNCT
easat-4600	325	41	uhv	uhv	PROPN
easat-4600	325	42	)	)	PUNCT
easat-4600	325	43	ac	ac	PROPN
easat-4600	325	44	and	and	CCONJ
easat-4600	325	45	dc	dc	PROPN
easat-4600	325	46	transmission	transmission	NOUN
easat-4600	325	47	projects	project	NOUN
easat-4600	325	48	and	and	CCONJ
easat-4600	325	49	expanding	expand	VERB
easat-4600	325	50	the	the	DET
easat-4600	325	51	scale	scale	NOUN
easat-4600	325	52	of	of	ADP
easat-4600	325	53	electricity	electricity	NOUN
easat-4600	325	54	imports	import	NOUN
easat-4600	325	55	[	[	X
easat-4600	325	56	52	52	NUM
easat-4600	325	57	]	]	PUNCT
easat-4600	325	58	.	.	PUNCT
easat-4600	326	1	to	to	PART
easat-4600	326	2	improve	improve	VERB
easat-4600	326	3	the	the	DET
easat-4600	326	4	smart	smart	ADJ
easat-4600	326	5	grid	grid	NOUN
easat-4600	326	6	level	level	NOUN
easat-4600	326	7	,	,	PUNCT
easat-4600	326	8	zhuzhou	zhuzhou	ADJ
easat-4600	326	9	city	city	NOUN
easat-4600	326	10	is	be	AUX
easat-4600	326	11	implementing	implement	VERB
easat-4600	326	12	a	a	DET
easat-4600	326	13	smart	smart	ADJ
easat-4600	326	14	grid	grid	NOUN
easat-4600	326	15	renovation	renovation	NOUN
easat-4600	326	16	plan	plan	NOUN
easat-4600	326	17	by	by	ADP
easat-4600	326	18	deploying	deploy	VERB
easat-4600	326	19	smart	smart	ADJ
easat-4600	326	20	meters	meter	NOUN
easat-4600	326	21	and	and	CCONJ
easat-4600	326	22	advanced	advanced	ADJ
easat-4600	326	23	distribution	distribution	NOUN
easat-4600	326	24	management	management	NOUN
easat-4600	326	25	systems	system	NOUN
easat-4600	326	26	(	(	PUNCT
easat-4600	326	27	admss	admss	NOUN
easat-4600	326	28	)	)	PUNCT
easat-4600	327	1	[	[	X
easat-4600	327	2	53	53	NUM
easat-4600	327	3	]	]	PUNCT
easat-4600	327	4	.	.	PUNCT
easat-4600	328	1	in	in	ADP
easat-4600	328	2	terms	term	NOUN
easat-4600	328	3	of	of	ADP
easat-4600	328	4	power	power	NOUN
easat-4600	328	5	regulation	regulation	NOUN
easat-4600	328	6	,	,	PUNCT
easat-4600	328	7	hunan	hunan	PROPN
easat-4600	328	8	province	province	PROPN
easat-4600	328	9	is	be	AUX
easat-4600	328	10	enhancing	enhance	VERB
easat-4600	328	11	the	the	DET
easat-4600	328	12	configuration	configuration	NOUN
easat-4600	328	13	of	of	ADP
easat-4600	328	14	emergency	emergency	NOUN
easat-4600	328	15	backup	backup	NOUN
easat-4600	328	16	power	power	NOUN
easat-4600	328	17	and	and	CCONJ
easat-4600	328	18	peaking	peak	VERB
easat-4600	328	19	power	power	NOUN
easat-4600	328	20	sources	source	NOUN
easat-4600	328	21	to	to	PART
easat-4600	328	22	improve	improve	VERB
easat-4600	328	23	the	the	DET
easat-4600	328	24	regulation	regulation	NOUN
easat-4600	328	25	capability	capability	NOUN
easat-4600	328	26	of	of	ADP
easat-4600	328	27	hydropower	hydropower	NOUN
easat-4600	328	28	,	,	PUNCT
easat-4600	328	29	wind	wind	NOUN
easat-4600	328	30	power	power	NOUN
easat-4600	328	31	,	,	PUNCT
easat-4600	328	32	and	and	CCONJ
easat-4600	328	33	photovoltaic	photovoltaic	NOUN
easat-4600	328	34	power	power	NOUN
easat-4600	328	35	to	to	PART
easat-4600	328	36	cope	cope	VERB
easat-4600	328	37	with	with	ADP
easat-4600	328	38	fluctuations	fluctuation	NOUN
easat-4600	328	39	in	in	ADP
easat-4600	328	40	renewable	renewable	ADJ
easat-4600	328	41	energy	energy	NOUN
easat-4600	328	42	.	.	PUNCT
easat-4600	329	1	in	in	ADP
easat-4600	329	2	addition	addition	NOUN
easat-4600	329	3	,	,	PUNCT
easat-4600	329	4	the	the	DET
easat-4600	329	5	government	government	NOUN
easat-4600	329	6	is	be	AUX
easat-4600	329	7	optimizing	optimize	VERB
easat-4600	329	8	demand	demand	NOUN
easat-4600	329	9	-	-	PUNCT
easat-4600	329	10	side	side	NOUN
easat-4600	329	11	management	management	NOUN
easat-4600	329	12	by	by	ADP
easat-4600	329	13	implementing	implement	VERB
easat-4600	329	14	electricity	electricity	NOUN
easat-4600	329	15	price	price	NOUN
easat-4600	329	16	reforms	reform	NOUN
easat-4600	329	17	,	,	PUNCT
easat-4600	329	18	encouraging	encourage	VERB
easat-4600	329	19	industrial	industrial	ADJ
easat-4600	329	20	and	and	CCONJ
easat-4600	329	21	residential	residential	ADJ
easat-4600	329	22	users	user	NOUN
easat-4600	329	23	to	to	PART
easat-4600	329	24	shift	shift	VERB
easat-4600	329	25	their	their	PRON
easat-4600	329	26	electricity	electricity	NOUN
easat-4600	329	27	consumption	consumption	NOUN
easat-4600	329	28	to	to	ADP
easat-4600	329	29	off	off	ADP
easat-4600	329	30	-	-	PUNCT
easat-4600	329	31	peak	peak	NOUN
easat-4600	329	32	periods	period	NOUN
easat-4600	329	33	.	.	PUNCT
easat-4600	330	1	in	in	ADP
easat-4600	330	2	addition	addition	NOUN
easat-4600	330	3	to	to	ADP
easat-4600	330	4	initiating	initiate	VERB
easat-4600	330	5	government	government	NOUN
easat-4600	330	6	policies	policy	NOUN
easat-4600	330	7	to	to	PART
easat-4600	330	8	address	address	VERB
easat-4600	330	9	transition	transition	NOUN
easat-4600	330	10	challenges	challenge	NOUN
easat-4600	330	11	,	,	PUNCT
easat-4600	330	12	this	this	DET
easat-4600	330	13	paper	paper	NOUN
easat-4600	330	14	also	also	ADV
easat-4600	330	15	proposes	propose	VERB
easat-4600	330	16	the	the	DET
easat-4600	330	17	following	follow	VERB
easat-4600	330	18	recommendations	recommendation	NOUN
easat-4600	330	19	:	:	PUNCT
easat-4600	330	20	4.1	4.1	NUM
easat-4600	330	21	.	.	PUNCT
easat-4600	330	22	accelerating	accelerate	VERB
easat-4600	330	23	the	the	DET
easat-4600	330	24	construction	construction	NOUN
easat-4600	330	25	and	and	CCONJ
easat-4600	330	26	optimization	optimization	NOUN
easat-4600	330	27	of	of	ADP
easat-4600	330	28	energy	energy	NOUN
easat-4600	330	29	storage	storage	NOUN
easat-4600	330	30	facilities	facility	NOUN
easat-4600	330	31	in	in	ADP
easat-4600	330	32	hunan	hunan	PROPN
easat-4600	330	33	province	province	PROPN
easat-4600	330	34	,	,	PUNCT
easat-4600	330	35	it	it	PRON
easat-4600	330	36	is	be	AUX
easat-4600	330	37	recommended	recommend	VERB
easat-4600	330	38	to	to	PART
easat-4600	330	39	further	far	ADV
easat-4600	330	40	increase	increase	VERB
easat-4600	330	41	investment	investment	NOUN
easat-4600	330	42	in	in	ADP
easat-4600	330	43	energy	energy	NOUN
easat-4600	330	44	storage	storage	NOUN
easat-4600	330	45	technologies	technology	NOUN
easat-4600	330	46	,	,	PUNCT
easat-4600	330	47	particularly	particularly	ADV
easat-4600	330	48	in	in	ADP
easat-4600	330	49	regions	region	NOUN
easat-4600	330	50	that	that	PRON
easat-4600	330	51	are	be	AUX
easat-4600	330	52	rich	rich	ADJ
easat-4600	330	53	in	in	ADP
easat-4600	330	54	wind	wind	NOUN
easat-4600	330	55	and	and	CCONJ
easat-4600	330	56	solar	solar	ADJ
easat-4600	330	57	resources	resource	NOUN
easat-4600	330	58	,	,	PUNCT
easat-4600	330	59	by	by	ADP
easat-4600	330	60	constructing	construct	VERB
easat-4600	330	61	diversified	diversified	ADJ
easat-4600	330	62	storage	storage	NOUN
easat-4600	330	63	facilities	facility	NOUN
easat-4600	330	64	such	such	ADJ
easat-4600	330	65	as	as	ADP
easat-4600	330	66	large	large	ADJ
easat-4600	330	67	-	-	PUNCT
easat-4600	330	68	scale	scale	NOUN
easat-4600	330	69	battery	battery	NOUN
easat-4600	330	70	energy	energy	NOUN
easat-4600	330	71	storage	storage	NOUN
easat-4600	330	72	systems	system	NOUN
easat-4600	330	73	(	(	PUNCT
easat-4600	330	74	besss	besss	PROPN
easat-4600	330	75	)	)	PUNCT
easat-4600	330	76	,	,	PUNCT
easat-4600	330	77	pumped	pump	VERB
easat-4600	330	78	hydro	hydro	NOUN
easat-4600	330	79	storage	storage	NOUN
easat-4600	330	80	,	,	PUNCT
easat-4600	330	81	and	and	CCONJ
easat-4600	330	82	hydrogen	hydrogen	NOUN
easat-4600	330	83	storage	storage	NOUN
easat-4600	330	84	technology	technology	NOUN
easat-4600	330	85	.	.	PUNCT
easat-4600	331	1	according	accord	VERB
easat-4600	331	2	to	to	ADP
easat-4600	331	3	the	the	DET
easat-4600	331	4	authors	author	NOUN
easat-4600	331	5	of	of	ADP
easat-4600	331	6	[	[	X
easat-4600	331	7	54	54	NUM
easat-4600	331	8	]	]	X
easat-4600	331	9	bess	bess	NOUN
easat-4600	331	10	costs	cost	NOUN
easat-4600	331	11	are	be	AUX
easat-4600	331	12	expected	expect	VERB
easat-4600	331	13	to	to	PART
easat-4600	331	14	decrease	decrease	VERB
easat-4600	331	15	significantly	significantly	ADV
easat-4600	331	16	in	in	ADP
easat-4600	331	17	the	the	DET
easat-4600	331	18	coming	come	VERB
easat-4600	331	19	years	year	NOUN
easat-4600	331	20	.	.	PUNCT
easat-4600	332	1	according	accord	VERB
easat-4600	332	2	to	to	ADP
easat-4600	332	3	the	the	DET
easat-4600	332	4	medium	medium	NOUN
easat-4600	332	5	-	-	PUNCT
easat-4600	332	6	to	to	ADP
easat-4600	332	7	-	-	PUNCT
easat-4600	332	8	long	long	ADJ
easat-4600	332	9	-	-	PUNCT
easat-4600	332	10	term	term	NOUN
easat-4600	332	11	plan	plan	NOUN
easat-4600	332	12	for	for	ADP
easat-4600	332	13	the	the	DET
easat-4600	332	14	development	development	NOUN
easat-4600	332	15	of	of	ADP
easat-4600	332	16	the	the	DET
easat-4600	332	17	hydrogen	hydrogen	NOUN
easat-4600	332	18	energy	energy	NOUN
easat-4600	332	19	industry	industry	NOUN
easat-4600	332	20	(	(	PUNCT
easat-4600	332	21	2021	2021	NUM
easat-4600	332	22	-	-	SYM
easat-4600	332	23	2035	2035	NUM
easat-4600	332	24	)	)	PUNCT
easat-4600	332	25	,	,	PUNCT
easat-4600	332	26	hydrogen	hydrogen	NOUN
easat-4600	332	27	energy	energy	NOUN
easat-4600	332	28	is	be	AUX
easat-4600	332	29	a	a	DET
easat-4600	332	30	crucial	crucial	ADJ
easat-4600	332	31	component	component	NOUN
easat-4600	332	32	of	of	ADP
easat-4600	332	33	china	china	PROPN
easat-4600	332	34	's	's	PART
easat-4600	332	35	future	future	ADJ
easat-4600	332	36	energy	energy	NOUN
easat-4600	332	37	system	system	NOUN
easat-4600	332	38	[	[	X
easat-4600	332	39	55	55	NUM
easat-4600	332	40	]	]	PUNCT
easat-4600	332	41	.	.	PUNCT
easat-4600	333	1	these	these	DET
easat-4600	333	2	facilities	facility	NOUN
easat-4600	333	3	can	can	AUX
easat-4600	333	4	effectively	effectively	ADV
easat-4600	333	5	balance	balance	VERB
easat-4600	333	6	power	power	NOUN
easat-4600	333	7	supply	supply	NOUN
easat-4600	333	8	and	and	CCONJ
easat-4600	333	9	demand	demand	NOUN
easat-4600	333	10	,	,	PUNCT
easat-4600	333	11	release	release	NOUN
easat-4600	333	12	stored	store	VERB
easat-4600	333	13	energy	energy	NOUN
easat-4600	333	14	during	during	ADP
easat-4600	333	15	peak	peak	NOUN
easat-4600	333	16	periods	period	NOUN
easat-4600	333	17	,	,	PUNCT
easat-4600	333	18	and	and	CCONJ
easat-4600	333	19	alleviate	alleviate	VERB
easat-4600	333	20	grid	grid	NOUN
easat-4600	333	21	pressure	pressure	NOUN
easat-4600	333	22	.	.	PUNCT
easat-4600	334	1	additionally	additionally	ADV
easat-4600	334	2	,	,	PUNCT
easat-4600	334	3	it	it	PRON
easat-4600	334	4	is	be	AUX
easat-4600	334	5	recommended	recommend	VERB
easat-4600	334	6	to	to	PART
easat-4600	334	7	upgrade	upgrade	VERB
easat-4600	334	8	existing	exist	VERB
easat-4600	334	9	storage	storage	NOUN
easat-4600	334	10	facilities	facility	NOUN
easat-4600	334	11	to	to	PART
easat-4600	334	12	improve	improve	VERB
easat-4600	334	13	their	their	PRON
easat-4600	334	14	charge	charge	NOUN
easat-4600	334	15	–	–	PUNCT
easat-4600	334	16	discharge	discharge	NOUN
easat-4600	334	17	efficiency	efficiency	NOUN
easat-4600	334	18	,	,	PUNCT
easat-4600	334	19	extend	extend	VERB
easat-4600	334	20	their	their	PRON
easat-4600	334	21	lifespan	lifespan	NOUN
easat-4600	334	22	,	,	PUNCT
easat-4600	334	23	and	and	CCONJ
easat-4600	334	24	reduce	reduce	VERB
easat-4600	334	25	operational	operational	ADJ
easat-4600	334	26	costs	cost	NOUN
easat-4600	334	27	.	.	PUNCT
easat-4600	335	1	to	to	PART
easat-4600	335	2	further	far	ADV
easat-4600	335	3	promote	promote	VERB
easat-4600	335	4	the	the	DET
easat-4600	335	5	application	application	NOUN
easat-4600	335	6	of	of	ADP
easat-4600	335	7	storage	storage	NOUN
easat-4600	335	8	technologies	technology	NOUN
easat-4600	335	9	,	,	PUNCT
easat-4600	335	10	the	the	DET
easat-4600	335	11	government	government	NOUN
easat-4600	335	12	could	could	AUX
easat-4600	335	13	introduce	introduce	VERB
easat-4600	335	14	special	special	ADJ
easat-4600	335	15	subsidy	subsidy	NOUN
easat-4600	335	16	policies	policy	NOUN
easat-4600	335	17	and	and	CCONJ
easat-4600	335	18	tax	tax	NOUN
easat-4600	335	19	incentives	incentive	NOUN
easat-4600	335	20	to	to	PART
easat-4600	335	21	encourage	encourage	VERB
easat-4600	335	22	businesses	business	NOUN
easat-4600	335	23	and	and	CCONJ
easat-4600	335	24	individuals	individual	NOUN
easat-4600	335	25	to	to	PART
easat-4600	335	26	install	install	VERB
easat-4600	335	27	storage	storage	NOUN
easat-4600	335	28	devices	device	NOUN
easat-4600	335	29	,	,	PUNCT
easat-4600	335	30	fostering	foster	VERB
easat-4600	335	31	the	the	DET
easat-4600	335	32	development	development	NOUN
easat-4600	335	33	of	of	ADP
easat-4600	335	34	the	the	DET
easat-4600	335	35	energy	energy	NOUN
easat-4600	335	36	internet	internet	NOUN
easat-4600	335	37	.	.	PUNCT
easat-4600	336	1	4.2	4.2	NUM
easat-4600	336	2	.	.	PUNCT
easat-4600	337	1	encouraging	encourage	VERB
easat-4600	337	2	the	the	DET
easat-4600	337	3	development	development	NOUN
easat-4600	337	4	of	of	ADP
easat-4600	337	5	distributed	distribute	VERB
easat-4600	337	6	energy	energy	NOUN
easat-4600	337	7	and	and	CCONJ
easat-4600	337	8	v2g	v2g	NUM
easat-4600	337	9	/	/	SYM
easat-4600	337	10	v2x	v2x	NOUN
easat-4600	337	11	technology	technology	NOUN
easat-4600	337	12	while	while	SCONJ
easat-4600	337	13	vigorously	vigorously	ADV
easat-4600	337	14	developing	develop	VERB
easat-4600	337	15	distributed	distribute	VERB
easat-4600	337	16	energy	energy	NOUN
easat-4600	337	17	,	,	PUNCT
easat-4600	337	18	hunan	hunan	PROPN
easat-4600	337	19	province	province	PROPN
easat-4600	337	20	should	should	AUX
easat-4600	337	21	also	also	ADV
easat-4600	337	22	focus	focus	VERB
easat-4600	337	23	on	on	ADP
easat-4600	337	24	the	the	DET
easat-4600	337	25	widespread	widespread	ADJ
easat-4600	337	26	application	application	NOUN
easat-4600	337	27	of	of	ADP
easat-4600	337	28	v2	v2	PROPN
easat-4600	337	29	g	g	NOUN
easat-4600	337	30	(	(	PUNCT
easat-4600	337	31	vehicle	vehicle	NOUN
easat-4600	337	32	-	-	PUNCT
easat-4600	337	33	to	to	ADP
easat-4600	337	34	-	-	PUNCT
easat-4600	337	35	grid	grid	NOUN
easat-4600	337	36	)	)	PUNCT
easat-4600	337	37	and	and	CCONJ
easat-4600	337	38	v2x	v2x	VERB
easat-4600	337	39	(	(	PUNCT
easat-4600	337	40	vehicle	vehicle	NOUN
easat-4600	337	41	-	-	PUNCT
easat-4600	337	42	to	to	ADP
easat-4600	337	43	-	-	PUNCT
easat-4600	337	44	everything	everything	PRON
easat-4600	337	45	)	)	PUNCT
easat-4600	337	46	technologies	technology	NOUN
easat-4600	337	47	,	,	PUNCT
easat-4600	337	48	especially	especially	ADV
easat-4600	337	49	in	in	ADP
easat-4600	337	50	urban	urban	ADJ
easat-4600	337	51	and	and	CCONJ
easat-4600	337	52	rural	rural	ADJ
easat-4600	337	53	power	power	NOUN
easat-4600	337	54	systems	system	NOUN
easat-4600	337	55	.	.	PUNCT
easat-4600	338	1	by	by	ADP
easat-4600	338	2	developing	develop	VERB
easat-4600	338	3	micro	micro	NOUN
easat-4600	338	4	-	-	NOUN
easat-4600	338	5	grids	grid	NOUN
easat-4600	338	6	and	and	CCONJ
easat-4600	338	7	distributed	distribute	VERB
easat-4600	338	8	energy	energy	NOUN
easat-4600	338	9	systems	system	NOUN
easat-4600	338	10	,	,	PUNCT
easat-4600	338	11	local	local	ADJ
easat-4600	338	12	self	self	NOUN
easat-4600	338	13	-	-	PUNCT
easat-4600	338	14	sufficiency	sufficiency	NOUN
easat-4600	338	15	in	in	ADP
easat-4600	338	16	power	power	NOUN
easat-4600	338	17	can	can	AUX
easat-4600	338	18	be	be	AUX
easat-4600	338	19	achieved	achieve	VERB
easat-4600	338	20	,	,	PUNCT
easat-4600	338	21	reducing	reduce	VERB
easat-4600	338	22	the	the	DET
easat-4600	338	23	dependence	dependence	NOUN
easat-4600	338	24	on	on	ADP
easat-4600	338	25	the	the	DET
easat-4600	338	26	main	main	ADJ
easat-4600	338	27	grid	grid	NOUN
easat-4600	338	28	.	.	PUNCT
easat-4600	339	1	v2	v2	NOUN
easat-4600	339	2	g	g	PROPN
easat-4600	339	3	technology	technology	NOUN
easat-4600	339	4	utilizes	utilize	VERB
easat-4600	339	5	electric	electric	ADJ
easat-4600	339	6	vehicle	vehicle	NOUN
easat-4600	339	7	batteries	battery	NOUN
easat-4600	339	8	as	as	ADP
easat-4600	339	9	distributed	distribute	VERB
easat-4600	339	10	storage	storage	NOUN
easat-4600	339	11	units	unit	NOUN
easat-4600	339	12	,	,	PUNCT
easat-4600	339	13	enabling	enable	VERB
easat-4600	339	14	bidirectional	bidirectional	ADJ
easat-4600	339	15	energy	energy	NOUN
easat-4600	339	16	and	and	CCONJ
easat-4600	339	17	information	information	NOUN
easat-4600	339	18	transfer	transfer	NOUN
easat-4600	339	19	between	between	ADP
easat-4600	339	20	vehicles	vehicle	NOUN
easat-4600	339	21	and	and	CCONJ
easat-4600	339	22	the	the	DET
easat-4600	339	23	grid	grid	NOUN
easat-4600	339	24	.	.	PUNCT
easat-4600	340	1	this	this	DET
easat-4600	340	2	technology	technology	NOUN
easat-4600	340	3	is	be	AUX
easat-4600	340	4	cost	cost	NOUN
easat-4600	340	5	-	-	PUNCT
easat-4600	340	6	effective	effective	ADJ
easat-4600	340	7	,	,	PUNCT
easat-4600	340	8	scalable	scalable	ADJ
easat-4600	340	9	,	,	PUNCT
easat-4600	340	10	and	and	CCONJ
easat-4600	340	11	safe	safe	ADJ
easat-4600	340	12	,	,	PUNCT
easat-4600	340	13	and	and	CCONJ
easat-4600	340	14	can	can	AUX
easat-4600	340	15	flexibly	flexibly	ADV
easat-4600	340	16	respond	respond	VERB
easat-4600	340	17	to	to	ADP
easat-4600	340	18	power	power	NOUN
easat-4600	340	19	demand	demand	NOUN
easat-4600	340	20	through	through	ADP
easat-4600	340	21	interaction	interaction	NOUN
easat-4600	340	22	between	between	ADP
easat-4600	340	23	electric	electric	ADJ
easat-4600	340	24	vehicles	vehicle	NOUN
easat-4600	340	25	and	and	CCONJ
easat-4600	340	26	the	the	DET
easat-4600	340	27	grid	grid	NOUN
easat-4600	340	28	,	,	PUNCT
easat-4600	340	29	further	far	ADV
easat-4600	340	30	enhancing	enhance	VERB
easat-4600	340	31	grid	grid	NOUN
easat-4600	340	32	stability	stability	NOUN
easat-4600	340	33	and	and	CCONJ
easat-4600	340	34	efficiency	efficiency	NOUN
easat-4600	340	35	.	.	PUNCT
easat-4600	341	1	4.3	4.3	NUM
easat-4600	341	2	.	.	PUNCT
easat-4600	342	1	promoting	promote	VERB
easat-4600	342	2	the	the	DET
easat-4600	342	3	development	development	NOUN
easat-4600	342	4	of	of	ADP
easat-4600	342	5	smart	smart	ADJ
easat-4600	342	6	grid	grid	NOUN
easat-4600	342	7	technology	technology	NOUN
easat-4600	342	8	over	over	ADP
easat-4600	342	9	the	the	DET
easat-4600	342	10	past	past	ADJ
easat-4600	342	11	decade	decade	NOUN
easat-4600	342	12	,	,	PUNCT
easat-4600	342	13	smart	smart	ADJ
easat-4600	342	14	grid	grid	NOUN
easat-4600	342	15	technology	technology	NOUN
easat-4600	342	16	has	have	AUX
easat-4600	342	17	transitioned	transition	VERB
easat-4600	342	18	from	from	ADP
easat-4600	342	19	virtual	virtual	ADJ
easat-4600	342	20	reality	reality	NOUN
easat-4600	342	21	and	and	CCONJ
easat-4600	342	22	conceptual	conceptual	ADJ
easat-4600	342	23	stages	stage	NOUN
easat-4600	342	24	to	to	ADP
easat-4600	342	25	its	its	PRON
easat-4600	342	26	actual	actual	ADJ
easat-4600	342	27	implementation	implementation	NOUN
easat-4600	342	28	.	.	PUNCT
easat-4600	343	1	for	for	ADP
easat-4600	343	2	instance	instance	NOUN
easat-4600	343	3	,	,	PUNCT
easat-4600	343	4	china	china	PROPN
easat-4600	343	5	established	establish	VERB
easat-4600	343	6	a	a	DET
easat-4600	343	7	smart	smart	ADJ
easat-4600	343	8	grid	grid	NOUN
easat-4600	343	9	framework	framework	NOUN
easat-4600	343	10	and	and	CCONJ
easat-4600	343	11	planned	plan	VERB
easat-4600	343	12	a	a	DET
easat-4600	343	13	wide	wide	ADJ
easat-4600	343	14	-	-	PUNCT
easat-4600	343	15	area	area	NOUN
easat-4600	343	16	monitoring	monitoring	NOUN
easat-4600	343	17	system	system	NOUN
easat-4600	343	18	in	in	ADP
easat-4600	343	19	2011	2011	NUM
easat-4600	343	20	[	[	X
easat-4600	343	21	56	56	NUM
easat-4600	343	22	]	]	PUNCT
easat-4600	343	23	.	.	PUNCT
easat-4600	344	1	in	in	ADP
easat-4600	344	2	promoting	promote	VERB
easat-4600	344	3	smart	smart	ADJ
easat-4600	344	4	grid	grid	NOUN
easat-4600	344	5	technology	technology	NOUN
easat-4600	344	6	,	,	PUNCT
easat-4600	344	7	hunan	hunan	PROPN
easat-4600	344	8	province	province	PROPN
easat-4600	344	9	can	can	AUX
easat-4600	344	10	draw	draw	VERB
easat-4600	344	11	on	on	ADP
easat-4600	344	12	successful	successful	ADJ
easat-4600	344	13	domestic	domestic	ADJ
easat-4600	344	14	and	and	CCONJ
easat-4600	344	15	international	international	ADJ
easat-4600	344	16	smart	smart	ADJ
easat-4600	344	17	grid	grid	NOUN
easat-4600	344	18	demonstration	demonstration	NOUN
easat-4600	344	19	projects	project	NOUN
easat-4600	344	20	and	and	CCONJ
easat-4600	344	21	develop	develop	VERB
easat-4600	344	22	practical	practical	ADJ
easat-4600	344	23	development	development	NOUN
easat-4600	344	24	plans	plan	NOUN
easat-4600	344	25	tailored	tailor	VERB
easat-4600	344	26	to	to	ADP
easat-4600	344	27	local	local	ADJ
easat-4600	344	28	electricity	electricity	NOUN
easat-4600	344	29	demand	demand	NOUN
easat-4600	344	30	characteristics	characteristic	NOUN
easat-4600	344	31	.	.	PUNCT
easat-4600	345	1	4.4	4.4	NUM
easat-4600	345	2	.	.	PUNCT
easat-4600	346	1	optimizing	optimize	VERB
easat-4600	346	2	power	power	NOUN
easat-4600	346	3	grid	grid	NOUN
easat-4600	346	4	infrastructure	infrastructure	NOUN
easat-4600	346	5	and	and	CCONJ
easat-4600	346	6	engineering	engineering	NOUN
easat-4600	346	7	design	design	NOUN
easat-4600	346	8	with	with	ADP
easat-4600	346	9	the	the	DET
easat-4600	346	10	rapid	rapid	ADJ
easat-4600	346	11	development	development	NOUN
easat-4600	346	12	of	of	ADP
easat-4600	346	13	renewable	renewable	ADJ
easat-4600	346	14	energy	energy	NOUN
easat-4600	346	15	,	,	PUNCT
easat-4600	346	16	the	the	DET
easat-4600	346	17	construction	construction	NOUN
easat-4600	346	18	and	and	CCONJ
easat-4600	346	19	maintenance	maintenance	NOUN
easat-4600	346	20	of	of	ADP
easat-4600	346	21	hunan	hunan	PROPN
easat-4600	346	22	province	province	PROPN
easat-4600	346	23	’s	’s	PART
easat-4600	346	24	power	power	NOUN
easat-4600	346	25	grid	grid	NOUN
easat-4600	346	26	infrastructure	infrastructure	NOUN
easat-4600	346	27	have	have	AUX
easat-4600	346	28	become	become	VERB
easat-4600	346	29	particularly	particularly	ADV
easat-4600	346	30	important	important	ADJ
easat-4600	346	31	.	.	PUNCT
easat-4600	347	1	when	when	SCONJ
easat-4600	347	2	designing	design	VERB
easat-4600	347	3	and	and	CCONJ
easat-4600	347	4	constructing	construct	VERB
easat-4600	347	5	the	the	DET
easat-4600	347	6	next	next	ADJ
easat-4600	347	7	generation	generation	NOUN
easat-4600	347	8	of	of	ADP
easat-4600	347	9	substations	substation	NOUN
easat-4600	347	10	and	and	CCONJ
easat-4600	347	11	transmission	transmission	NOUN
easat-4600	347	12	lines	line	NOUN
easat-4600	347	13	,	,	PUNCT
easat-4600	347	14	it	it	PRON
easat-4600	347	15	is	be	AUX
easat-4600	347	16	essential	essential	ADJ
easat-4600	347	17	to	to	PART
easat-4600	347	18	integrate	integrate	VERB
easat-4600	347	19	advanced	advanced	ADJ
easat-4600	347	20	mechanical	mechanical	ADJ
easat-4600	347	21	engineering	engineering	NOUN
easat-4600	347	22	technologies	technology	NOUN
easat-4600	347	23	and	and	CCONJ
easat-4600	347	24	smart	smart	ADJ
easat-4600	347	25	design	design	NOUN
easat-4600	347	26	to	to	PART
easat-4600	347	27	enhance	enhance	VERB
easat-4600	347	28	system	system	NOUN
easat-4600	347	29	performance	performance	NOUN
easat-4600	347	30	and	and	CCONJ
easat-4600	347	31	810	810	NUM
easat-4600	347	32	edelweiss	edelweiss	PROPN
easat-4600	347	33	applied	apply	VERB
easat-4600	347	34	science	science	NOUN
easat-4600	347	35	and	and	CCONJ
easat-4600	347	36	technology	technology	NOUN
easat-4600	347	37	issn	issn	PROPN
easat-4600	347	38	:	:	PUNCT
easat-4600	347	39	2576	2576	NUM
easat-4600	347	40	-	-	SYM
easat-4600	347	41	8484	8484	NUM
easat-4600	347	42	vol	vol	NOUN
easat-4600	347	43	.	.	PROPN
easat-4600	348	1	9	9	NUM
easat-4600	348	2	,	,	PUNCT
easat-4600	348	3	no	no	INTJ
easat-4600	348	4	.	.	NOUN
easat-4600	348	5	2	2	NUM
easat-4600	348	6	:	:	PUNCT
easat-4600	348	7	793	793	NUM
easat-4600	348	8	-	-	SYM
easat-4600	348	9	814	814	NUM
easat-4600	348	10	,	,	PUNCT
easat-4600	348	11	2025	2025	NUM
easat-4600	348	12	doi	doi	NOUN
easat-4600	348	13	:	:	PUNCT
easat-4600	348	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	348	15	©	©	PROPN
easat-4600	348	16	2025	2025	NUM
easat-4600	348	17	by	by	ADP
easat-4600	348	18	the	the	DET
easat-4600	348	19	authors	author	NOUN
easat-4600	348	20	;	;	PUNCT
easat-4600	348	21	licensee	licensee	PROPN
easat-4600	348	22	learning	learn	VERB
easat-4600	348	23	gate	gate	NOUN
easat-4600	348	24	reliability	reliability	NOUN
easat-4600	348	25	.	.	PUNCT
easat-4600	349	1	it	it	PRON
easat-4600	349	2	is	be	AUX
easat-4600	349	3	recommended	recommend	VERB
easat-4600	349	4	to	to	PART
easat-4600	349	5	use	use	VERB
easat-4600	349	6	high	high	ADJ
easat-4600	349	7	-	-	PUNCT
easat-4600	349	8	strength	strength	NOUN
easat-4600	349	9	materials	material	NOUN
easat-4600	349	10	and	and	CCONJ
easat-4600	349	11	modular	modular	ADJ
easat-4600	349	12	designs	design	NOUN
easat-4600	349	13	,	,	PUNCT
easat-4600	349	14	which	which	PRON
easat-4600	349	15	not	not	PART
easat-4600	349	16	only	only	ADV
easat-4600	349	17	improve	improve	VERB
easat-4600	349	18	the	the	DET
easat-4600	349	19	equipment	equipment	NOUN
easat-4600	349	20	's	's	PART
easat-4600	349	21	resistance	resistance	NOUN
easat-4600	349	22	to	to	ADP
easat-4600	349	23	wind	wind	NOUN
easat-4600	349	24	and	and	CCONJ
easat-4600	349	25	seismic	seismic	ADJ
easat-4600	349	26	activities	activity	NOUN
easat-4600	349	27	but	but	CCONJ
easat-4600	349	28	also	also	ADV
easat-4600	349	29	extend	extend	VERB
easat-4600	349	30	its	its	PRON
easat-4600	349	31	lifespan	lifespan	NOUN
easat-4600	349	32	.	.	PUNCT
easat-4600	350	1	additionally	additionally	ADV
easat-4600	350	2	,	,	PUNCT
easat-4600	350	3	incorporating	incorporate	VERB
easat-4600	350	4	civil	civil	ADJ
easat-4600	350	5	engineering	engineering	NOUN
easat-4600	350	6	techniques	technique	NOUN
easat-4600	350	7	and	and	CCONJ
easat-4600	350	8	smart	smart	ADJ
easat-4600	350	9	design	design	NOUN
easat-4600	350	10	elements	element	NOUN
easat-4600	350	11	,	,	PUNCT
easat-4600	350	12	such	such	ADJ
easat-4600	350	13	as	as	ADP
easat-4600	350	14	sensors	sensor	NOUN
easat-4600	350	15	and	and	CCONJ
easat-4600	350	16	monitoring	monitoring	NOUN
easat-4600	350	17	systems	system	NOUN
easat-4600	350	18	,	,	PUNCT
easat-4600	350	19	can	can	AUX
easat-4600	350	20	enable	enable	VERB
easat-4600	350	21	real	real	ADJ
easat-4600	350	22	-	-	PUNCT
easat-4600	350	23	time	time	NOUN
easat-4600	350	24	monitoring	monitoring	NOUN
easat-4600	350	25	and	and	CCONJ
easat-4600	350	26	fault	fault	VERB
easat-4600	350	27	warning	warn	VERB
easat-4600	350	28	for	for	ADP
easat-4600	350	29	power	power	NOUN
easat-4600	350	30	equipment	equipment	NOUN
easat-4600	350	31	,	,	PUNCT
easat-4600	350	32	thus	thus	ADV
easat-4600	350	33	reducing	reduce	VERB
easat-4600	350	34	downtime	downtime	NOUN
easat-4600	350	35	and	and	CCONJ
easat-4600	350	36	maintenance	maintenance	NOUN
easat-4600	350	37	costs	cost	NOUN
easat-4600	350	38	.	.	PUNCT
easat-4600	351	1	in	in	ADP
easat-4600	351	2	energy	energy	NOUN
easat-4600	351	3	system	system	NOUN
easat-4600	351	4	design	design	NOUN
easat-4600	351	5	,	,	PUNCT
easat-4600	351	6	it	it	PRON
easat-4600	351	7	is	be	AUX
easat-4600	351	8	essential	essential	ADJ
easat-4600	351	9	to	to	PART
easat-4600	351	10	consider	consider	VERB
easat-4600	351	11	the	the	DET
easat-4600	351	12	integration	integration	NOUN
easat-4600	351	13	of	of	ADP
easat-4600	351	14	power	power	NOUN
easat-4600	351	15	and	and	CCONJ
easat-4600	351	16	thermal	thermal	ADJ
easat-4600	351	17	energy	energy	NOUN
easat-4600	351	18	systems	system	NOUN
easat-4600	351	19	.	.	PUNCT
easat-4600	352	1	according	accord	VERB
easat-4600	352	2	to	to	ADP
easat-4600	352	3	relevant	relevant	ADJ
easat-4600	352	4	research	research	NOUN
easat-4600	352	5	[	[	X
easat-4600	352	6	57	57	NUM
easat-4600	352	7	]	]	PUNCT
easat-4600	352	8	optimizing	optimize	VERB
easat-4600	352	9	resource	resource	NOUN
easat-4600	352	10	scheduling	scheduling	NOUN
easat-4600	352	11	and	and	CCONJ
easat-4600	352	12	employing	employ	VERB
easat-4600	352	13	advanced	advanced	ADJ
easat-4600	352	14	optimization	optimization	NOUN
easat-4600	352	15	algorithms	algorithm	NOUN
easat-4600	352	16	can	can	AUX
easat-4600	352	17	enhance	enhance	VERB
easat-4600	352	18	overall	overall	ADJ
easat-4600	352	19	system	system	NOUN
easat-4600	352	20	efficiency	efficiency	NOUN
easat-4600	352	21	.	.	PUNCT
easat-4600	353	1	it	it	PRON
easat-4600	353	2	is	be	AUX
easat-4600	353	3	recommended	recommend	VERB
easat-4600	353	4	to	to	PART
easat-4600	353	5	optimize	optimize	VERB
easat-4600	353	6	the	the	DET
easat-4600	353	7	integration	integration	NOUN
easat-4600	353	8	of	of	ADP
easat-4600	353	9	energy	energy	NOUN
easat-4600	353	10	systems	system	NOUN
easat-4600	353	11	by	by	ADP
easat-4600	353	12	combining	combine	VERB
easat-4600	353	13	power	power	NOUN
easat-4600	353	14	systems	system	NOUN
easat-4600	353	15	with	with	ADP
easat-4600	353	16	thermal	thermal	ADJ
easat-4600	353	17	energy	energy	NOUN
easat-4600	353	18	systems	system	NOUN
easat-4600	353	19	,	,	PUNCT
easat-4600	353	20	such	such	ADJ
easat-4600	353	21	as	as	ADP
easat-4600	353	22	combined	combined	ADJ
easat-4600	353	23	heat	heat	NOUN
easat-4600	353	24	and	and	CCONJ
easat-4600	353	25	power	power	NOUN
easat-4600	353	26	(	(	PUNCT
easat-4600	353	27	chp	chp	NOUN
easat-4600	353	28	)	)	PUNCT
easat-4600	353	29	and	and	CCONJ
easat-4600	353	30	solar	solar	ADJ
easat-4600	353	31	thermal	thermal	ADJ
easat-4600	353	32	systems	system	NOUN
easat-4600	353	33	.	.	PUNCT
easat-4600	354	1	this	this	DET
easat-4600	354	2	approach	approach	NOUN
easat-4600	354	3	can	can	AUX
easat-4600	354	4	enhance	enhance	VERB
easat-4600	354	5	energy	energy	NOUN
easat-4600	354	6	conversion	conversion	NOUN
easat-4600	354	7	efficiency	efficiency	NOUN
easat-4600	354	8	and	and	CCONJ
easat-4600	354	9	reduce	reduce	VERB
easat-4600	354	10	energy	energy	NOUN
easat-4600	354	11	waste	waste	NOUN
easat-4600	354	12	.	.	PUNCT
easat-4600	355	1	for	for	ADP
easat-4600	355	2	instance	instance	NOUN
easat-4600	355	3	,	,	PUNCT
easat-4600	355	4	utilizing	utilize	VERB
easat-4600	355	5	chp	chp	NOUN
easat-4600	355	6	technology	technology	NOUN
easat-4600	355	7	to	to	PART
easat-4600	355	8	simultaneously	simultaneously	ADV
easat-4600	355	9	generate	generate	VERB
easat-4600	355	10	electricity	electricity	NOUN
easat-4600	355	11	and	and	CCONJ
easat-4600	355	12	heat	heat	NOUN
easat-4600	355	13	can	can	AUX
easat-4600	355	14	significantly	significantly	ADV
easat-4600	355	15	improve	improve	VERB
easat-4600	355	16	energy	energy	NOUN
easat-4600	355	17	utilization	utilization	NOUN
easat-4600	355	18	.	.	PUNCT
easat-4600	356	1	additionally	additionally	ADV
easat-4600	356	2	,	,	PUNCT
easat-4600	356	3	integrating	integrate	VERB
easat-4600	356	4	various	various	ADJ
easat-4600	356	5	forms	form	NOUN
easat-4600	356	6	of	of	ADP
easat-4600	356	7	energy	energy	NOUN
easat-4600	356	8	generation	generation	NOUN
easat-4600	356	9	,	,	PUNCT
easat-4600	356	10	such	such	ADJ
easat-4600	356	11	as	as	ADP
easat-4600	356	12	wind	wind	NOUN
easat-4600	356	13	,	,	PUNCT
easat-4600	356	14	solar	solar	ADJ
easat-4600	356	15	,	,	PUNCT
easat-4600	356	16	and	and	CCONJ
easat-4600	356	17	biomass	biomass	NOUN
easat-4600	356	18	,	,	PUNCT
easat-4600	356	19	can	can	AUX
easat-4600	356	20	further	far	ADV
easat-4600	356	21	optimize	optimize	VERB
easat-4600	356	22	resource	resource	NOUN
easat-4600	356	23	use	use	NOUN
easat-4600	356	24	and	and	CCONJ
easat-4600	356	25	enhance	enhance	VERB
easat-4600	356	26	the	the	DET
easat-4600	356	27	system	system	NOUN
easat-4600	356	28	’s	’s	PART
easat-4600	356	29	overall	overall	ADJ
easat-4600	356	30	efficiency	efficiency	NOUN
easat-4600	356	31	through	through	ADP
easat-4600	356	32	the	the	DET
easat-4600	356	33	synergistic	synergistic	ADJ
easat-4600	356	34	effect	effect	NOUN
easat-4600	356	35	of	of	ADP
easat-4600	356	36	multiple	multiple	ADJ
easat-4600	356	37	energy	energy	NOUN
easat-4600	356	38	sources	source	NOUN
easat-4600	356	39	.	.	PUNCT
easat-4600	357	1	deploying	deploy	VERB
easat-4600	357	2	distributed	distribute	VERB
easat-4600	357	3	generation	generation	NOUN
easat-4600	357	4	and	and	CCONJ
easat-4600	357	5	microgrid	microgrid	NOUN
easat-4600	357	6	technologies	technology	NOUN
easat-4600	357	7	can	can	AUX
easat-4600	357	8	strengthen	strengthen	VERB
easat-4600	357	9	system	system	NOUN
easat-4600	357	10	resilience	resilience	NOUN
easat-4600	357	11	,	,	PUNCT
easat-4600	357	12	ensuring	ensure	VERB
easat-4600	357	13	continued	continue	VERB
easat-4600	357	14	power	power	NOUN
easat-4600	357	15	supply	supply	NOUN
easat-4600	357	16	even	even	ADV
easat-4600	357	17	during	during	ADP
easat-4600	357	18	natural	natural	ADJ
easat-4600	357	19	disasters	disaster	NOUN
easat-4600	357	20	.	.	PUNCT
easat-4600	358	1	through	through	ADP
easat-4600	358	2	these	these	DET
easat-4600	358	3	comprehensive	comprehensive	ADJ
easat-4600	358	4	optimization	optimization	NOUN
easat-4600	358	5	measures	measure	NOUN
easat-4600	358	6	,	,	PUNCT
easat-4600	358	7	the	the	DET
easat-4600	358	8	power	power	NOUN
easat-4600	358	9	grid	grid	NOUN
easat-4600	358	10	in	in	ADP
easat-4600	358	11	hunan	hunan	PROPN
easat-4600	358	12	province	province	PROPN
easat-4600	358	13	will	will	AUX
easat-4600	358	14	be	be	AUX
easat-4600	358	15	better	well	ADV
easat-4600	358	16	suited	suit	VERB
easat-4600	358	17	to	to	PART
easat-4600	358	18	accommodate	accommodate	VERB
easat-4600	358	19	large	large	ADJ
easat-4600	358	20	-	-	PUNCT
easat-4600	358	21	scale	scale	NOUN
easat-4600	358	22	renewable	renewable	ADJ
easat-4600	358	23	energy	energy	NOUN
easat-4600	358	24	integration	integration	NOUN
easat-4600	358	25	while	while	SCONJ
easat-4600	358	26	demonstrating	demonstrate	VERB
easat-4600	358	27	enhanced	enhanced	ADJ
easat-4600	358	28	resilience	resilience	NOUN
easat-4600	358	29	in	in	ADP
easat-4600	358	30	the	the	DET
easat-4600	358	31	face	face	NOUN
easat-4600	358	32	of	of	ADP
easat-4600	358	33	natural	natural	ADJ
easat-4600	358	34	disasters	disaster	NOUN
easat-4600	358	35	.	.	PUNCT
easat-4600	359	1	5	5	X
easat-4600	359	2	.	.	X
easat-4600	359	3	conclusions	conclusion	NOUN
easat-4600	359	4	this	this	DET
easat-4600	359	5	study	study	NOUN
easat-4600	359	6	evaluates	evaluate	VERB
easat-4600	359	7	the	the	DET
easat-4600	359	8	impact	impact	NOUN
easat-4600	359	9	of	of	ADP
easat-4600	359	10	the	the	DET
easat-4600	359	11	renewable	renewable	ADJ
easat-4600	359	12	energy	energy	NOUN
easat-4600	359	13	strategy	strategy	NOUN
easat-4600	359	14	on	on	ADP
easat-4600	359	15	hunan	hunan	PROPN
easat-4600	359	16	province	province	PROPN
easat-4600	359	17	's	's	PART
easat-4600	359	18	power	power	NOUN
easat-4600	359	19	industry	industry	NOUN
easat-4600	359	20	from	from	ADP
easat-4600	359	21	2022	2022	NUM
easat-4600	359	22	to	to	ADP
easat-4600	359	23	2035	2035	NUM
easat-4600	359	24	,	,	PUNCT
easat-4600	359	25	with	with	ADP
easat-4600	359	26	a	a	DET
easat-4600	359	27	focus	focus	NOUN
easat-4600	359	28	on	on	ADP
easat-4600	359	29	key	key	ADJ
easat-4600	359	30	areas	area	NOUN
easat-4600	359	31	such	such	ADJ
easat-4600	359	32	as	as	ADP
easat-4600	359	33	power	power	NOUN
easat-4600	359	34	demand	demand	NOUN
easat-4600	359	35	,	,	PUNCT
easat-4600	359	36	electricity	electricity	NOUN
easat-4600	359	37	production	production	NOUN
easat-4600	359	38	,	,	PUNCT
easat-4600	359	39	and	and	CCONJ
easat-4600	359	40	co2	co2	NOUN
easat-4600	359	41	emissions	emission	NOUN
easat-4600	359	42	.	.	PUNCT
easat-4600	360	1	it	it	PRON
easat-4600	360	2	indicates	indicate	VERB
easat-4600	360	3	that	that	SCONJ
easat-4600	360	4	hunan	hunan	PROPN
easat-4600	360	5	province	province	PROPN
easat-4600	360	6	's	's	PART
easat-4600	360	7	electricity	electricity	NOUN
easat-4600	360	8	demand	demand	NOUN
easat-4600	360	9	is	be	AUX
easat-4600	360	10	expected	expect	VERB
easat-4600	360	11	to	to	PART
easat-4600	360	12	grow	grow	VERB
easat-4600	360	13	steadily	steadily	ADV
easat-4600	360	14	over	over	ADP
easat-4600	360	15	the	the	DET
easat-4600	360	16	next	next	ADJ
easat-4600	360	17	decade	decade	NOUN
easat-4600	360	18	,	,	PUNCT
easat-4600	360	19	driven	drive	VERB
easat-4600	360	20	primarily	primarily	ADV
easat-4600	360	21	by	by	ADP
easat-4600	360	22	the	the	DET
easat-4600	360	23	tertiary	tertiary	ADJ
easat-4600	360	24	industry	industry	NOUN
easat-4600	360	25	and	and	CCONJ
easat-4600	360	26	residential	residential	ADJ
easat-4600	360	27	consumption	consumption	NOUN
easat-4600	360	28	.	.	PUNCT
easat-4600	361	1	by	by	ADP
easat-4600	361	2	2035	2035	NUM
easat-4600	361	3	,	,	PUNCT
easat-4600	361	4	the	the	DET
easat-4600	361	5	demand	demand	NOUN
easat-4600	361	6	from	from	ADP
easat-4600	361	7	the	the	DET
easat-4600	361	8	tertiary	tertiary	ADJ
easat-4600	361	9	industry	industry	NOUN
easat-4600	361	10	will	will	AUX
easat-4600	361	11	nearly	nearly	ADV
easat-4600	361	12	triple	triple	ADV
easat-4600	361	13	compared	compare	VERB
easat-4600	361	14	to	to	ADP
easat-4600	361	15	2022	2022	NUM
easat-4600	361	16	.	.	PUNCT
easat-4600	362	1	electricity	electricity	NOUN
easat-4600	362	2	production	production	NOUN
easat-4600	362	3	will	will	AUX
easat-4600	362	4	rise	rise	VERB
easat-4600	362	5	significantly	significantly	ADV
easat-4600	362	6	across	across	ADP
easat-4600	362	7	all	all	DET
easat-4600	362	8	scenarios	scenario	NOUN
easat-4600	362	9	,	,	PUNCT
easat-4600	362	10	with	with	ADP
easat-4600	362	11	renewable	renewable	ADJ
easat-4600	362	12	energy	energy	NOUN
easat-4600	362	13	driving	drive	VERB
easat-4600	362	14	this	this	DET
easat-4600	362	15	growth	growth	NOUN
easat-4600	362	16	.	.	PUNCT
easat-4600	363	1	in	in	ADP
easat-4600	363	2	the	the	DET
easat-4600	363	3	bau	bau	PROPN
easat-4600	363	4	scenario	scenario	PROPN
easat-4600	363	5	,	,	PUNCT
easat-4600	363	6	coal	coal	NOUN
easat-4600	363	7	remains	remain	VERB
easat-4600	363	8	the	the	DET
easat-4600	363	9	dominant	dominant	ADJ
easat-4600	363	10	energy	energy	NOUN
easat-4600	363	11	source	source	NOUN
easat-4600	363	12	,	,	PUNCT
easat-4600	363	13	while	while	SCONJ
easat-4600	363	14	renewable	renewable	ADJ
easat-4600	363	15	energy	energy	NOUN
easat-4600	363	16	,	,	PUNCT
easat-4600	363	17	especially	especially	ADV
easat-4600	363	18	solar	solar	ADJ
easat-4600	363	19	and	and	CCONJ
easat-4600	363	20	wind	wind	NOUN
easat-4600	363	21	,	,	PUNCT
easat-4600	363	22	will	will	AUX
easat-4600	363	23	significantly	significantly	ADV
easat-4600	363	24	increase	increase	VERB
easat-4600	363	25	in	in	ADP
easat-4600	363	26	the	the	DET
easat-4600	363	27	res	re	NOUN
easat-4600	363	28	,	,	PUNCT
easat-4600	363	29	hef	hef	PROPN
easat-4600	363	30	,	,	PUNCT
easat-4600	363	31	and	and	CCONJ
easat-4600	363	32	cop	cop	NOUN
easat-4600	363	33	scenarios	scenario	NOUN
easat-4600	363	34	.	.	PUNCT
easat-4600	364	1	the	the	DET
easat-4600	364	2	cop	cop	PROPN
easat-4600	364	3	scenario	scenario	NOUN
easat-4600	364	4	offers	offer	VERB
easat-4600	364	5	the	the	DET
easat-4600	364	6	optimal	optimal	ADJ
easat-4600	364	7	lowcarbon	lowcarbon	NOUN
easat-4600	364	8	transition	transition	NOUN
easat-4600	364	9	,	,	PUNCT
easat-4600	364	10	reducing	reduce	VERB
easat-4600	364	11	co2	co2	NOUN
easat-4600	364	12	emissions	emission	NOUN
easat-4600	364	13	by	by	ADP
easat-4600	364	14	48	48	NUM
easat-4600	364	15	%	%	NOUN
easat-4600	364	16	by	by	ADP
easat-4600	364	17	2035	2035	NUM
easat-4600	364	18	through	through	ADP
easat-4600	364	19	increased	increase	VERB
easat-4600	364	20	renewable	renewable	ADJ
easat-4600	364	21	energy	energy	NOUN
easat-4600	364	22	and	and	CCONJ
easat-4600	364	23	energy	energy	NOUN
easat-4600	364	24	storage	storage	NOUN
easat-4600	364	25	.	.	PUNCT
easat-4600	365	1	however	however	ADV
easat-4600	365	2	,	,	PUNCT
easat-4600	365	3	the	the	DET
easat-4600	365	4	bau	bau	PROPN
easat-4600	365	5	scenario	scenario	PROPN
easat-4600	365	6	shows	show	VERB
easat-4600	365	7	rising	rise	VERB
easat-4600	365	8	emissions	emission	NOUN
easat-4600	365	9	due	due	ADP
easat-4600	365	10	to	to	ADP
easat-4600	365	11	continued	continue	VERB
easat-4600	365	12	reliance	reliance	NOUN
easat-4600	365	13	on	on	ADP
easat-4600	365	14	fossil	fossil	ADJ
easat-4600	365	15	fuels	fuel	NOUN
easat-4600	365	16	,	,	PUNCT
easat-4600	365	17	emphasizing	emphasize	VERB
easat-4600	365	18	the	the	DET
easat-4600	365	19	need	need	NOUN
easat-4600	365	20	for	for	ADP
easat-4600	365	21	effective	effective	ADJ
easat-4600	365	22	emission	emission	NOUN
easat-4600	365	23	reduction	reduction	NOUN
easat-4600	365	24	policies	policy	NOUN
easat-4600	365	25	.	.	PUNCT
easat-4600	366	1	this	this	DET
easat-4600	366	2	analysis	analysis	NOUN
easat-4600	366	3	underscores	underscore	VERB
easat-4600	366	4	the	the	DET
easat-4600	366	5	importance	importance	NOUN
easat-4600	366	6	of	of	ADP
easat-4600	366	7	policy	policy	NOUN
easat-4600	366	8	support	support	NOUN
easat-4600	366	9	,	,	PUNCT
easat-4600	366	10	renewable	renewable	ADJ
easat-4600	366	11	energy	energy	NOUN
easat-4600	366	12	,	,	PUNCT
easat-4600	366	13	and	and	CCONJ
easat-4600	366	14	energy	energy	NOUN
easat-4600	366	15	storage	storage	NOUN
easat-4600	366	16	integration	integration	NOUN
easat-4600	366	17	for	for	ADP
easat-4600	366	18	future	future	ADJ
easat-4600	366	19	energy	energy	NOUN
easat-4600	366	20	transformation	transformation	NOUN
easat-4600	366	21	.	.	PUNCT
easat-4600	367	1	these	these	DET
easat-4600	367	2	benefits	benefit	NOUN
easat-4600	367	3	include	include	VERB
easat-4600	367	4	enhancing	enhance	VERB
easat-4600	367	5	the	the	DET
easat-4600	367	6	diversity	diversity	NOUN
easat-4600	367	7	of	of	ADP
easat-4600	367	8	primary	primary	ADJ
easat-4600	367	9	energy	energy	NOUN
easat-4600	367	10	sources	source	NOUN
easat-4600	367	11	in	in	ADP
easat-4600	367	12	electricity	electricity	NOUN
easat-4600	367	13	production	production	NOUN
easat-4600	367	14	,	,	PUNCT
easat-4600	367	15	reducing	reduce	VERB
easat-4600	367	16	reliance	reliance	NOUN
easat-4600	367	17	on	on	ADP
easat-4600	367	18	fossil	fossil	ADJ
easat-4600	367	19	fuels	fuel	NOUN
easat-4600	367	20	,	,	PUNCT
easat-4600	367	21	and	and	CCONJ
easat-4600	367	22	promoting	promote	VERB
easat-4600	367	23	environmentally	environmentally	ADV
easat-4600	367	24	friendly	friendly	ADJ
easat-4600	367	25	electricity	electricity	NOUN
easat-4600	367	26	generation	generation	NOUN
easat-4600	367	27	practices	practice	NOUN
easat-4600	367	28	.	.	PUNCT
easat-4600	368	1	however	however	ADV
easat-4600	368	2	,	,	PUNCT
easat-4600	368	3	despite	despite	SCONJ
easat-4600	368	4	the	the	DET
easat-4600	368	5	numerous	numerous	ADJ
easat-4600	368	6	benefits	benefit	NOUN
easat-4600	368	7	of	of	ADP
easat-4600	368	8	renewable	renewable	ADJ
easat-4600	368	9	energy	energy	NOUN
easat-4600	368	10	,	,	PUNCT
easat-4600	368	11	hunan	hunan	PROPN
easat-4600	368	12	province	province	PROPN
easat-4600	368	13	's	's	PART
easat-4600	368	14	energy	energy	NOUN
easat-4600	368	15	transition	transition	NOUN
easat-4600	368	16	process	process	NOUN
easat-4600	368	17	also	also	ADV
easat-4600	368	18	faces	face	VERB
easat-4600	368	19	several	several	ADJ
easat-4600	368	20	challenges	challenge	NOUN
easat-4600	368	21	.	.	PUNCT
easat-4600	369	1	for	for	ADP
easat-4600	369	2	instance	instance	NOUN
easat-4600	369	3	,	,	PUNCT
easat-4600	369	4	the	the	DET
easat-4600	369	5	intermittency	intermittency	NOUN
easat-4600	369	6	of	of	ADP
easat-4600	369	7	renewable	renewable	ADJ
easat-4600	369	8	energy	energy	NOUN
easat-4600	369	9	sources	source	NOUN
easat-4600	369	10	affects	affect	VERB
easat-4600	369	11	grid	grid	NOUN
easat-4600	369	12	stability	stability	NOUN
easat-4600	369	13	and	and	CCONJ
easat-4600	369	14	flexibility	flexibility	NOUN
easat-4600	369	15	,	,	PUNCT
easat-4600	369	16	increasing	increase	VERB
easat-4600	369	17	the	the	DET
easat-4600	369	18	complexity	complexity	NOUN
easat-4600	369	19	of	of	ADP
easat-4600	369	20	power	power	NOUN
easat-4600	369	21	system	system	NOUN
easat-4600	369	22	scheduling	scheduling	NOUN
easat-4600	369	23	and	and	CCONJ
easat-4600	369	24	management	management	NOUN
easat-4600	369	25	,	,	PUNCT
easat-4600	369	26	while	while	SCONJ
easat-4600	369	27	issues	issue	NOUN
easat-4600	369	28	such	such	ADJ
easat-4600	369	29	as	as	ADP
easat-4600	369	30	outdated	outdated	ADJ
easat-4600	369	31	technology	technology	NOUN
easat-4600	369	32	and	and	CCONJ
easat-4600	369	33	infrastructure	infrastructure	NOUN
easat-4600	369	34	pose	pose	VERB
easat-4600	369	35	significant	significant	ADJ
easat-4600	369	36	threats	threat	NOUN
easat-4600	369	37	to	to	PART
easat-4600	369	38	grid	grid	VERB
easat-4600	369	39	security	security	NOUN
easat-4600	369	40	.	.	PUNCT
easat-4600	370	1	the	the	DET
easat-4600	370	2	sensitivity	sensitivity	NOUN
easat-4600	370	3	analysis	analysis	NOUN
easat-4600	370	4	also	also	ADV
easat-4600	370	5	showed	show	VERB
easat-4600	370	6	that	that	SCONJ
easat-4600	370	7	economic	economic	ADJ
easat-4600	370	8	fluctuations	fluctuation	NOUN
easat-4600	370	9	,	,	PUNCT
easat-4600	370	10	such	such	ADJ
easat-4600	370	11	as	as	ADP
easat-4600	370	12	changes	change	NOUN
easat-4600	370	13	in	in	ADP
easat-4600	370	14	gdp	gdp	NOUN
easat-4600	370	15	growth	growth	NOUN
easat-4600	370	16	,	,	PUNCT
easat-4600	370	17	can	can	AUX
easat-4600	370	18	significantly	significantly	ADV
easat-4600	370	19	affect	affect	VERB
easat-4600	370	20	energy	energy	NOUN
easat-4600	370	21	demand	demand	NOUN
easat-4600	370	22	,	,	PUNCT
easat-4600	370	23	renewable	renewable	ADJ
easat-4600	370	24	energy	energy	NOUN
easat-4600	370	25	share	share	NOUN
easat-4600	370	26	,	,	PUNCT
easat-4600	370	27	and	and	CCONJ
easat-4600	370	28	carbon	carbon	NOUN
easat-4600	370	29	emissions	emission	NOUN
easat-4600	370	30	.	.	PUNCT
easat-4600	371	1	the	the	DET
easat-4600	371	2	results	result	NOUN
easat-4600	371	3	indicate	indicate	VERB
easat-4600	371	4	that	that	SCONJ
easat-4600	371	5	higher	high	ADJ
easat-4600	371	6	economic	economic	ADJ
easat-4600	371	7	growth	growth	NOUN
easat-4600	371	8	(	(	PUNCT
easat-4600	371	9	+2	+2	PROPN
easat-4600	371	10	%	%	NOUN
easat-4600	371	11	)	)	PUNCT
easat-4600	371	12	will	will	AUX
easat-4600	371	13	lead	lead	VERB
easat-4600	371	14	to	to	ADP
easat-4600	371	15	an	an	DET
easat-4600	371	16	increase	increase	NOUN
easat-4600	371	17	in	in	ADP
easat-4600	371	18	energy	energy	NOUN
easat-4600	371	19	demand	demand	NOUN
easat-4600	371	20	from	from	ADP
easat-4600	371	21	400	400	NUM
easat-4600	371	22	twh	twh	NOUN
easat-4600	371	23	to	to	ADP
easat-4600	371	24	405.6	405.6	NUM
easat-4600	371	25	twh	twh	NOUN
easat-4600	371	26	by	by	ADP
easat-4600	371	27	2035	2035	NUM
easat-4600	371	28	,	,	PUNCT
easat-4600	371	29	a	a	DET
easat-4600	371	30	1.4	1.4	NUM
easat-4600	371	31	%	%	NOUN
easat-4600	371	32	rise	rise	NOUN
easat-4600	371	33	,	,	PUNCT
easat-4600	371	34	which	which	PRON
easat-4600	371	35	will	will	AUX
easat-4600	371	36	increase	increase	VERB
easat-4600	371	37	coal	coal	NOUN
easat-4600	371	38	consumption	consumption	NOUN
easat-4600	371	39	and	and	CCONJ
easat-4600	371	40	reduce	reduce	VERB
easat-4600	371	41	the	the	DET
easat-4600	371	42	share	share	NOUN
easat-4600	371	43	of	of	ADP
easat-4600	371	44	renewable	renewable	ADJ
easat-4600	371	45	energy	energy	NOUN
easat-4600	371	46	.	.	PUNCT
easat-4600	372	1	conversely	conversely	ADV
easat-4600	372	2	,	,	PUNCT
easat-4600	372	3	slower	slow	ADJ
easat-4600	372	4	economic	economic	ADJ
easat-4600	372	5	growth	growth	NOUN
easat-4600	372	6	(	(	PUNCT
easat-4600	372	7	-2	-2	INTJ
easat-4600	372	8	%	%	INTJ
easat-4600	372	9	)	)	PUNCT
easat-4600	372	10	will	will	AUX
easat-4600	372	11	reduce	reduce	VERB
easat-4600	372	12	energy	energy	NOUN
easat-4600	372	13	demand	demand	NOUN
easat-4600	372	14	to	to	ADP
easat-4600	372	15	394.4	394.4	NUM
easat-4600	372	16	twh	twh	NOUN
easat-4600	372	17	,	,	PUNCT
easat-4600	372	18	increasing	increase	VERB
easat-4600	372	19	the	the	DET
easat-4600	372	20	share	share	NOUN
easat-4600	372	21	of	of	ADP
easat-4600	372	22	renewable	renewable	ADJ
easat-4600	372	23	energy	energy	NOUN
easat-4600	372	24	.	.	PUNCT
easat-4600	373	1	additionally	additionally	ADV
easat-4600	373	2	,	,	PUNCT
easat-4600	373	3	reducing	reduce	VERB
easat-4600	373	4	the	the	DET
easat-4600	373	5	carbon	carbon	NOUN
easat-4600	373	6	emission	emission	NOUN
easat-4600	373	7	factor	factor	NOUN
easat-4600	373	8	by	by	ADP
easat-4600	373	9	1	1	NUM
easat-4600	373	10	%	%	NOUN
easat-4600	373	11	annually	annually	ADV
easat-4600	373	12	is	be	AUX
easat-4600	373	13	expected	expect	VERB
easat-4600	373	14	to	to	PART
easat-4600	373	15	result	result	VERB
easat-4600	373	16	in	in	ADP
easat-4600	373	17	a	a	DET
easat-4600	373	18	cumulative	cumulative	ADJ
easat-4600	373	19	co2	co2	NOUN
easat-4600	373	20	reduction	reduction	NOUN
easat-4600	373	21	of	of	ADP
easat-4600	373	22	about	about	ADP
easat-4600	373	23	3.2	3.2	NUM
easat-4600	373	24	%	%	NOUN
easat-4600	373	25	,	,	PUNCT
easat-4600	373	26	highlighting	highlight	VERB
easat-4600	373	27	the	the	DET
easat-4600	373	28	key	key	ADJ
easat-4600	373	29	role	role	NOUN
easat-4600	373	30	of	of	ADP
easat-4600	373	31	cleaner	clean	ADJ
easat-4600	373	32	coal	coal	NOUN
easat-4600	373	33	technologies	technology	NOUN
easat-4600	373	34	and	and	CCONJ
easat-4600	373	35	higher	high	ADJ
easat-4600	373	36	operational	operational	ADJ
easat-4600	373	37	efficiency	efficiency	NOUN
easat-4600	373	38	in	in	ADP
easat-4600	373	39	emission	emission	NOUN
easat-4600	373	40	reduction	reduction	NOUN
easat-4600	373	41	.	.	PUNCT
easat-4600	374	1	in	in	ADP
easat-4600	374	2	response	response	NOUN
easat-4600	374	3	,	,	PUNCT
easat-4600	374	4	the	the	DET
easat-4600	374	5	government	government	NOUN
easat-4600	374	6	has	have	AUX
easat-4600	374	7	proposed	propose	VERB
easat-4600	374	8	a	a	DET
easat-4600	374	9	series	series	NOUN
easat-4600	374	10	of	of	ADP
easat-4600	374	11	measures	measure	NOUN
easat-4600	374	12	to	to	PART
easat-4600	374	13	promote	promote	VERB
easat-4600	374	14	the	the	DET
easat-4600	374	15	efficient	efficient	ADJ
easat-4600	374	16	use	use	NOUN
easat-4600	374	17	of	of	ADP
easat-4600	374	18	renewable	renewable	ADJ
easat-4600	374	19	energy	energy	NOUN
easat-4600	374	20	.	.	PUNCT
easat-4600	375	1	to	to	PART
easat-4600	375	2	better	well	ADV
easat-4600	375	3	implement	implement	VERB
easat-4600	375	4	government	government	NOUN
easat-4600	375	5	policies	policy	NOUN
easat-4600	375	6	and	and	CCONJ
easat-4600	375	7	alleviate	alleviate	VERB
easat-4600	375	8	the	the	DET
easat-4600	375	9	pressures	pressure	NOUN
easat-4600	375	10	brought	bring	VERB
easat-4600	375	11	by	by	ADP
easat-4600	375	12	the	the	DET
easat-4600	375	13	energy	energy	NOUN
easat-4600	375	14	transition	transition	NOUN
easat-4600	375	15	,	,	PUNCT
easat-4600	375	16	this	this	DET
easat-4600	375	17	paper	paper	NOUN
easat-4600	375	18	suggests	suggest	VERB
easat-4600	375	19	that	that	SCONJ
easat-4600	375	20	the	the	DET
easat-4600	375	21	government	government	NOUN
easat-4600	375	22	should	should	AUX
easat-4600	375	23	focus	focus	VERB
easat-4600	375	24	on	on	ADP
easat-4600	375	25	accelerating	accelerate	VERB
easat-4600	375	26	diversified	diversified	ADJ
easat-4600	375	27	811	811	NUM
easat-4600	375	28	edelweiss	edelweiss	PROPN
easat-4600	375	29	applied	apply	VERB
easat-4600	375	30	science	science	NOUN
easat-4600	375	31	and	and	CCONJ
easat-4600	375	32	technology	technology	NOUN
easat-4600	375	33	issn	issn	PROPN
easat-4600	375	34	:	:	PUNCT
easat-4600	375	35	2576	2576	NUM
easat-4600	375	36	-	-	SYM
easat-4600	375	37	8484	8484	NUM
easat-4600	375	38	vol	vol	NOUN
easat-4600	375	39	.	.	PROPN
easat-4600	376	1	9	9	NUM
easat-4600	376	2	,	,	PUNCT
easat-4600	376	3	no	no	INTJ
easat-4600	376	4	.	.	NOUN
easat-4600	376	5	2	2	NUM
easat-4600	376	6	:	:	PUNCT
easat-4600	376	7	793	793	NUM
easat-4600	376	8	-	-	SYM
easat-4600	376	9	814	814	NUM
easat-4600	376	10	,	,	PUNCT
easat-4600	376	11	2025	2025	NUM
easat-4600	376	12	doi	doi	NOUN
easat-4600	376	13	:	:	PUNCT
easat-4600	376	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	376	15	©	©	PROPN
easat-4600	376	16	2025	2025	NUM
easat-4600	376	17	by	by	ADP
easat-4600	376	18	the	the	DET
easat-4600	376	19	authors	author	NOUN
easat-4600	376	20	;	;	PUNCT
easat-4600	376	21	licensee	licensee	PROPN
easat-4600	376	22	learning	learn	VERB
easat-4600	376	23	gate	gate	PROPN
easat-4600	376	24	energy	energy	NOUN
easat-4600	376	25	storage	storage	NOUN
easat-4600	376	26	technologies	technology	NOUN
easat-4600	376	27	,	,	PUNCT
easat-4600	376	28	encouraging	encourage	VERB
easat-4600	376	29	distributed	distribute	VERB
easat-4600	376	30	energy	energy	NOUN
easat-4600	376	31	and	and	CCONJ
easat-4600	376	32	v2g	v2g	NUM
easat-4600	376	33	/	/	SYM
easat-4600	376	34	v2x	v2x	NOUN
easat-4600	376	35	technologies	technology	NOUN
easat-4600	376	36	,	,	PUNCT
easat-4600	376	37	promoting	promote	VERB
easat-4600	376	38	smart	smart	ADJ
easat-4600	376	39	grid	grid	NOUN
easat-4600	376	40	technology	technology	NOUN
easat-4600	376	41	,	,	PUNCT
easat-4600	376	42	and	and	CCONJ
easat-4600	376	43	strengthening	strengthen	VERB
easat-4600	376	44	power	power	NOUN
easat-4600	376	45	grid	grid	NOUN
easat-4600	376	46	infrastructure	infrastructure	NOUN
easat-4600	376	47	and	and	CCONJ
easat-4600	376	48	engineering	engineering	NOUN
easat-4600	376	49	design	design	NOUN
easat-4600	376	50	to	to	PART
easat-4600	376	51	ensure	ensure	VERB
easat-4600	376	52	energy	energy	NOUN
easat-4600	376	53	security	security	NOUN
easat-4600	376	54	and	and	CCONJ
easat-4600	376	55	sustainable	sustainable	ADJ
easat-4600	376	56	environmental	environmental	ADJ
easat-4600	376	57	development	development	NOUN
easat-4600	376	58	.	.	PUNCT
easat-4600	377	1	transparency	transparency	NOUN
easat-4600	377	2	:	:	PUNCT
easat-4600	377	3	the	the	DET
easat-4600	377	4	authors	author	NOUN
easat-4600	377	5	confirm	confirm	VERB
easat-4600	377	6	that	that	SCONJ
easat-4600	377	7	the	the	DET
easat-4600	377	8	manuscript	manuscript	NOUN
easat-4600	377	9	is	be	AUX
easat-4600	377	10	an	an	DET
easat-4600	377	11	honest	honest	ADJ
easat-4600	377	12	,	,	PUNCT
easat-4600	377	13	accurate	accurate	ADJ
easat-4600	377	14	,	,	PUNCT
easat-4600	377	15	and	and	CCONJ
easat-4600	377	16	transparent	transparent	ADJ
easat-4600	377	17	account	account	NOUN
easat-4600	377	18	of	of	ADP
easat-4600	377	19	the	the	DET
easat-4600	377	20	study	study	NOUN
easat-4600	377	21	;	;	PUNCT
easat-4600	377	22	that	that	SCONJ
easat-4600	377	23	no	no	DET
easat-4600	377	24	vital	vital	ADJ
easat-4600	377	25	features	feature	NOUN
easat-4600	377	26	of	of	ADP
easat-4600	377	27	the	the	DET
easat-4600	377	28	study	study	NOUN
easat-4600	377	29	have	have	AUX
easat-4600	377	30	been	be	AUX
easat-4600	377	31	omitted	omit	VERB
easat-4600	377	32	;	;	PUNCT
easat-4600	377	33	and	and	CCONJ
easat-4600	377	34	that	that	SCONJ
easat-4600	377	35	any	any	DET
easat-4600	377	36	discrepancies	discrepancy	NOUN
easat-4600	377	37	from	from	ADP
easat-4600	377	38	the	the	DET
easat-4600	377	39	study	study	NOUN
easat-4600	377	40	as	as	SCONJ
easat-4600	377	41	planned	plan	VERB
easat-4600	377	42	have	have	AUX
easat-4600	377	43	been	be	AUX
easat-4600	377	44	explained	explain	VERB
easat-4600	377	45	.	.	PUNCT
easat-4600	378	1	this	this	DET
easat-4600	378	2	study	study	NOUN
easat-4600	378	3	followed	follow	VERB
easat-4600	378	4	all	all	DET
easat-4600	378	5	ethical	ethical	ADJ
easat-4600	378	6	practices	practice	NOUN
easat-4600	378	7	during	during	ADP
easat-4600	378	8	writing	writing	NOUN
easat-4600	378	9	.	.	PUNCT
easat-4600	379	1	acknowledgments	acknowledgment	NOUN
easat-4600	379	2	:	:	PUNCT
easat-4600	379	3	this	this	DET
easat-4600	379	4	research	research	NOUN
easat-4600	379	5	project	project	NOUN
easat-4600	379	6	was	be	AUX
easat-4600	379	7	financially	financially	ADV
easat-4600	379	8	supported	support	VERB
easat-4600	379	9	by	by	ADP
easat-4600	379	10	mahasarakham	mahasarakham	PROPN
easat-4600	379	11	university	university	PROPN
easat-4600	379	12	.	.	PUNCT
easat-4600	380	1	the	the	DET
easat-4600	380	2	authors	author	NOUN
easat-4600	380	3	would	would	AUX
easat-4600	380	4	like	like	VERB
easat-4600	380	5	to	to	PART
easat-4600	380	6	express	express	VERB
easat-4600	380	7	gratitude	gratitude	NOUN
easat-4600	380	8	to	to	ADP
easat-4600	380	9	the	the	DET
easat-4600	380	10	electrical	electrical	ADJ
easat-4600	380	11	and	and	CCONJ
easat-4600	380	12	computer	computer	NOUN
easat-4600	380	13	engineering	engineering	NOUN
easat-4600	380	14	research	research	NOUN
easat-4600	380	15	unit	unit	NOUN
easat-4600	380	16	,	,	PUNCT
easat-4600	380	17	faculty	faculty	NOUN
easat-4600	380	18	of	of	ADP
easat-4600	380	19	engineering	engineering	PROPN
easat-4600	380	20	,	,	PUNCT
easat-4600	380	21	mahasarakham	mahasarakham	PROPN
easat-4600	380	22	university	university	PROPN
easat-4600	380	23	and	and	CCONJ
easat-4600	380	24	the	the	DET
easat-4600	380	25	college	college	NOUN
easat-4600	380	26	of	of	ADP
easat-4600	380	27	electrical	electrical	ADJ
easat-4600	380	28	engineering	engineering	NOUN
easat-4600	380	29	,	,	PUNCT
easat-4600	380	30	hunan	hunan	PROPN
easat-4600	380	31	mechanical	mechanical	PROPN
easat-4600	380	32	&	&	CCONJ
easat-4600	380	33	electrical	electrical	ADJ
easat-4600	380	34	polytechnic	polytechnic	NOUN
easat-4600	380	35	for	for	ADP
easat-4600	380	36	the	the	DET
easat-4600	380	37	facility	facility	NOUN
easat-4600	380	38	support	support	NOUN
easat-4600	380	39	.	.	PUNCT
easat-4600	381	1	copyright	copyright	NOUN
easat-4600	381	2	:	:	PUNCT
easat-4600	381	3	©	©	PROPN
easat-4600	381	4	2025	2025	NUM
easat-4600	381	5	by	by	ADP
easat-4600	381	6	the	the	DET
easat-4600	381	7	authors	author	NOUN
easat-4600	381	8	.	.	PUNCT
easat-4600	382	1	this	this	DET
easat-4600	382	2	open	open	ADJ
easat-4600	382	3	-	-	PUNCT
easat-4600	382	4	access	access	NOUN
easat-4600	382	5	article	article	NOUN
easat-4600	382	6	is	be	AUX
easat-4600	382	7	distributed	distribute	VERB
easat-4600	382	8	under	under	ADP
easat-4600	382	9	the	the	DET
easat-4600	382	10	terms	term	NOUN
easat-4600	382	11	and	and	CCONJ
easat-4600	382	12	conditions	condition	NOUN
easat-4600	382	13	of	of	ADP
easat-4600	382	14	the	the	DET
easat-4600	382	15	creative	creative	ADJ
easat-4600	382	16	commons	common	NOUN
easat-4600	382	17	attribution	attribution	NOUN
easat-4600	382	18	(	(	PUNCT
easat-4600	382	19	cc	cc	NOUN
easat-4600	382	20	by	by	ADP
easat-4600	382	21	)	)	PUNCT
easat-4600	382	22	license	license	NOUN
easat-4600	382	23	(	(	PUNCT
easat-4600	382	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-4600	382	25	)	)	PUNCT
easat-4600	382	26	.	.	PUNCT
easat-4600	383	1	references	reference	NOUN
easat-4600	383	2	[	[	X
easat-4600	383	3	1	1	NUM
easat-4600	383	4	]	]	PUNCT
easat-4600	383	5	china	china	PROPN
easat-4600	383	6	electricity	electricity	PROPN
easat-4600	383	7	council	council	PROPN
easat-4600	383	8	,	,	PUNCT
easat-4600	383	9	china	china	PROPN
easat-4600	383	10	electric	electric	PROPN
easat-4600	383	11	power	power	PROPN
easat-4600	383	12	statistical	statistical	ADJ
easat-4600	383	13	yearbook	yearbook	NOUN
easat-4600	383	14	2015	2015	NUM
easat-4600	383	15	-	-	SYM
easat-4600	383	16	2023	2023	NUM
easat-4600	383	17	.	.	PUNCT
easat-4600	384	1	beijing	beijing	PROPN
easat-4600	384	2	,	,	PUNCT
easat-4600	384	3	china	china	PROPN
easat-4600	384	4	:	:	PUNCT
easat-4600	384	5	china	china	PROPN
easat-4600	384	6	electricity	electricity	PROPN
easat-4600	384	7	council	council	PROPN
easat-4600	384	8	,	,	PUNCT
easat-4600	384	9	2023	2023	NUM
easat-4600	384	10	.	.	PUNCT
easat-4600	385	1	[	[	X
easat-4600	385	2	2	2	X
easat-4600	385	3	]	]	X
easat-4600	385	4	hunan	hunan	PROPN
easat-4600	385	5	provincial	provincial	ADJ
easat-4600	385	6	development	development	PROPN
easat-4600	385	7	and	and	CCONJ
easat-4600	385	8	reform	reform	PROPN
easat-4600	385	9	commission	commission	PROPN
easat-4600	385	10	,	,	PUNCT
easat-4600	385	11	hunan	hunan	PROPN
easat-4600	385	12	province	province	PROPN
easat-4600	385	13	energy	energy	PROPN
easat-4600	385	14	development	development	PROPN
easat-4600	385	15	report	report	PROPN
easat-4600	385	16	2020	2020	NUM
easat-4600	385	17	-	-	SYM
easat-4600	385	18	2022	2022	NUM
easat-4600	385	19	.	.	PUNCT
easat-4600	386	1	china	china	PROPN
easat-4600	386	2	:	:	PUNCT
easat-4600	386	3	changsha	changsha	PROPN
easat-4600	386	4	,	,	PUNCT
easat-4600	386	5	hunan	hunan	PROPN
easat-4600	386	6	province	province	PROPN
easat-4600	386	7	,	,	PUNCT
easat-4600	386	8	2022	2022	NUM
easat-4600	386	9	.	.	PUNCT
easat-4600	387	1	[	[	X
easat-4600	387	2	3	3	X
easat-4600	387	3	]	]	X
easat-4600	387	4	hunan	hunan	PROPN
easat-4600	387	5	provincial	provincial	ADJ
easat-4600	387	6	development	development	PROPN
easat-4600	387	7	and	and	CCONJ
easat-4600	387	8	reform	reform	PROPN
easat-4600	387	9	commission	commission	PROPN
easat-4600	387	10	,	,	PUNCT
easat-4600	387	11	13th	13th	ADJ
easat-4600	387	12	five	five	NUM
easat-4600	387	13	-	-	PUNCT
easat-4600	387	14	year	year	NOUN
easat-4600	387	15	plan	plan	NOUN
easat-4600	387	16	renewable	renewable	ADJ
easat-4600	387	17	energy	energy	NOUN
easat-4600	387	18	development	development	NOUN
easat-4600	387	19	plan	plan	NOUN
easat-4600	387	20	of	of	ADP
easat-4600	387	21	hunan	hunan	PROPN
easat-4600	387	22	province	province	PROPN
easat-4600	387	23	.	.	PUNCT
easat-4600	388	1	changsha	changsha	PROPN
easat-4600	388	2	,	,	PUNCT
easat-4600	388	3	china	china	PROPN
easat-4600	388	4	:	:	PUNCT
easat-4600	388	5	hunan	hunan	PROPN
easat-4600	388	6	provincial	provincial	ADJ
easat-4600	388	7	development	development	PROPN
easat-4600	388	8	and	and	CCONJ
easat-4600	388	9	reform	reform	NOUN
easat-4600	388	10	commission	commission	PROPN
easat-4600	388	11	,	,	PUNCT
easat-4600	388	12	2017	2017	NUM
easat-4600	388	13	.	.	PUNCT
easat-4600	389	1	[	[	X
easat-4600	389	2	4	4	X
easat-4600	389	3	]	]	X
easat-4600	389	4	hunan	hunan	PROPN
easat-4600	389	5	provincial	provincial	ADJ
easat-4600	389	6	development	development	PROPN
easat-4600	389	7	and	and	CCONJ
easat-4600	389	8	reform	reform	NOUN
easat-4600	389	9	commission	commission	PROPN
easat-4600	389	10	,	,	PUNCT
easat-4600	389	11	14th	14th	ADJ
easat-4600	389	12	five	five	NUM
easat-4600	389	13	-	-	PUNCT
easat-4600	389	14	year	year	NOUN
easat-4600	389	15	plan	plan	NOUN
easat-4600	389	16	renewable	renewable	ADJ
easat-4600	389	17	energy	energy	NOUN
easat-4600	389	18	development	development	NOUN
easat-4600	389	19	plan	plan	NOUN
easat-4600	389	20	of	of	ADP
easat-4600	389	21	hunan	hunan	PROPN
easat-4600	389	22	province	province	PROPN
easat-4600	389	23	.	.	PUNCT
easat-4600	390	1	changsha	changsha	PROPN
easat-4600	390	2	,	,	PUNCT
easat-4600	390	3	china	china	PROPN
easat-4600	390	4	:	:	PUNCT
easat-4600	390	5	hunan	hunan	PROPN
easat-4600	390	6	provincial	provincial	ADJ
easat-4600	390	7	development	development	PROPN
easat-4600	390	8	and	and	CCONJ
easat-4600	390	9	reform	reform	PROPN
easat-4600	390	10	commission	commission	PROPN
easat-4600	390	11	,	,	PUNCT
easat-4600	390	12	2022	2022	NUM
easat-4600	390	13	.	.	PUNCT
easat-4600	391	1	[	[	X
easat-4600	391	2	5	5	X
easat-4600	391	3	]	]	X
easat-4600	391	4	hunan	hunan	PROPN
easat-4600	391	5	provincial	provincial	ADJ
easat-4600	391	6	development	development	PROPN
easat-4600	391	7	and	and	CCONJ
easat-4600	391	8	reform	reform	PROPN
easat-4600	391	9	commission	commission	PROPN
easat-4600	391	10	,	,	PUNCT
easat-4600	391	11	hunan	hunan	PROPN
easat-4600	391	12	province	province	PROPN
easat-4600	391	13	new	new	ADJ
easat-4600	391	14	power	power	NOUN
easat-4600	391	15	system	system	NOUN
easat-4600	391	16	development	development	NOUN
easat-4600	391	17	plan	plan	NOUN
easat-4600	391	18	2023	2023	NUM
easat-4600	391	19	.	.	PUNCT
easat-4600	392	1	changsha	changsha	PROPN
easat-4600	392	2	,	,	PUNCT
easat-4600	392	3	china	china	PROPN
easat-4600	392	4	:	:	PUNCT
easat-4600	392	5	hunan	hunan	PROPN
easat-4600	392	6	provincial	provincial	ADJ
easat-4600	392	7	development	development	PROPN
easat-4600	392	8	and	and	CCONJ
easat-4600	392	9	reform	reform	PROPN
easat-4600	392	10	commission	commission	PROPN
easat-4600	392	11	,	,	PUNCT
easat-4600	392	12	2023	2023	NUM
easat-4600	392	13	.	.	PUNCT
easat-4600	393	1	[	[	X
easat-4600	393	2	6	6	NUM
easat-4600	393	3	]	]	X
easat-4600	393	4	f.	f.	PROPN
easat-4600	393	5	kılıç	kılıç	PROPN
easat-4600	393	6	,	,	PUNCT
easat-4600	393	7	"	"	PUNCT
easat-4600	393	8	forecasting	forecast	VERB
easat-4600	393	9	the	the	DET
easat-4600	393	10	electricity	electricity	NOUN
easat-4600	393	11	capacity	capacity	NOUN
easat-4600	393	12	and	and	CCONJ
easat-4600	393	13	electricity	electricity	NOUN
easat-4600	393	14	generation	generation	NOUN
easat-4600	393	15	values	value	NOUN
easat-4600	393	16	of	of	ADP
easat-4600	393	17	wind	wind	NOUN
easat-4600	393	18	&	&	CCONJ
easat-4600	393	19	solar	solar	ADJ
easat-4600	393	20	energy	energy	NOUN
easat-4600	393	21	with	with	ADP
easat-4600	393	22	artificial	artificial	ADJ
easat-4600	393	23	neural	neural	ADJ
easat-4600	393	24	networks	network	NOUN
easat-4600	393	25	approach	approach	NOUN
easat-4600	393	26	:	:	PUNCT
easat-4600	393	27	the	the	DET
easat-4600	393	28	case	case	NOUN
easat-4600	393	29	of	of	ADP
easat-4600	393	30	germany	germany	PROPN
easat-4600	393	31	,	,	PUNCT
easat-4600	393	32	"	"	PUNCT
easat-4600	393	33	applied	apply	VERB
easat-4600	393	34	artificial	artificial	ADJ
easat-4600	393	35	intelligence	intelligence	NOUN
easat-4600	393	36	,	,	PUNCT
easat-4600	393	37	vol	vol	NOUN
easat-4600	393	38	.	.	PROPN
easat-4600	394	1	36	36	NUM
easat-4600	394	2	,	,	PUNCT
easat-4600	394	3	no	no	INTJ
easat-4600	394	4	.	.	NOUN
easat-4600	394	5	1	1	NUM
easat-4600	394	6	,	,	PUNCT
easat-4600	394	7	p.	p.	NOUN
easat-4600	394	8	2033911	2033911	NUM
easat-4600	394	9	,	,	PUNCT
easat-4600	394	10	2022	2022	NUM
easat-4600	394	11	.	.	PUNCT
easat-4600	395	1	https://doi.org/10.1080/08839514.2022.2033911	https://doi.org/10.1080/08839514.2022.2033911	PROPN
easat-4600	396	1	[	[	X
easat-4600	396	2	7	7	X
easat-4600	396	3	]	]	X
easat-4600	396	4	d.	d.	PROPN
easat-4600	396	5	salite	salite	PROPN
easat-4600	396	6	et	et	PROPN
easat-4600	396	7	al	al	PROPN
easat-4600	396	8	.	.	PROPN
easat-4600	396	9	,	,	PUNCT
easat-4600	396	10	"	"	PUNCT
easat-4600	396	11	electricity	electricity	NOUN
easat-4600	396	12	access	access	NOUN
easat-4600	396	13	in	in	ADP
easat-4600	396	14	mozambique	mozambique	PROPN
easat-4600	396	15	:	:	PUNCT
easat-4600	396	16	a	a	DET
easat-4600	396	17	critical	critical	ADJ
easat-4600	396	18	policy	policy	NOUN
easat-4600	396	19	analysis	analysis	NOUN
easat-4600	396	20	of	of	ADP
easat-4600	396	21	investment	investment	NOUN
easat-4600	396	22	,	,	PUNCT
easat-4600	396	23	service	service	NOUN
easat-4600	396	24	reliability	reliability	NOUN
easat-4600	396	25	and	and	CCONJ
easat-4600	396	26	social	social	ADJ
easat-4600	396	27	sustainability	sustainability	NOUN
easat-4600	396	28	,	,	PUNCT
easat-4600	396	29	"	"	PUNCT
easat-4600	396	30	energy	energy	NOUN
easat-4600	396	31	research	research	NOUN
easat-4600	396	32	&	&	CCONJ
easat-4600	396	33	social	social	ADJ
easat-4600	396	34	science	science	NOUN
easat-4600	396	35	,	,	PUNCT
easat-4600	396	36	vol	vol	NOUN
easat-4600	396	37	.	.	PROPN
easat-4600	396	38	78	78	NUM
easat-4600	396	39	,	,	PUNCT
easat-4600	396	40	p.	p.	NOUN
easat-4600	396	41	102123	102123	NUM
easat-4600	396	42	,	,	PUNCT
easat-4600	396	43	2021	2021	NUM
easat-4600	396	44	.	.	PUNCT
easat-4600	397	1	https://doi.org/10.1016/j.erss.2021.102123	https://doi.org/10.1016/j.erss.2021.102123	NOUN
easat-4600	397	2	[	[	X
easat-4600	397	3	8	8	NUM
easat-4600	397	4	]	]	X
easat-4600	397	5	c.	c.	PROPN
easat-4600	397	6	sweeney	sweeney	PROPN
easat-4600	397	7	,	,	PUNCT
easat-4600	397	8	r.	r.	PROPN
easat-4600	397	9	j.	j.	PROPN
easat-4600	397	10	bessa	bessa	PROPN
easat-4600	397	11	,	,	PUNCT
easat-4600	397	12	j.	j.	PROPN
easat-4600	397	13	browell	browell	PROPN
easat-4600	397	14	,	,	PUNCT
easat-4600	397	15	and	and	CCONJ
easat-4600	397	16	p.	p.	PROPN
easat-4600	397	17	pinson	pinson	PROPN
easat-4600	397	18	,	,	PUNCT
easat-4600	397	19	"	"	PUNCT
easat-4600	397	20	the	the	DET
easat-4600	397	21	future	future	NOUN
easat-4600	397	22	of	of	ADP
easat-4600	397	23	forecasting	forecasting	NOUN
easat-4600	397	24	for	for	ADP
easat-4600	397	25	renewable	renewable	ADJ
easat-4600	397	26	energy	energy	NOUN
easat-4600	397	27	,	,	PUNCT
easat-4600	397	28	"	"	PUNCT
easat-4600	397	29	wiley	wiley	PROPN
easat-4600	397	30	interdisciplinary	interdisciplinary	ADJ
easat-4600	397	31	reviews	review	NOUN
easat-4600	397	32	:	:	PUNCT
easat-4600	397	33	energy	energy	NOUN
easat-4600	397	34	and	and	CCONJ
easat-4600	397	35	environment	environment	NOUN
easat-4600	397	36	,	,	PUNCT
easat-4600	397	37	vol	vol	NOUN
easat-4600	397	38	.	.	PROPN
easat-4600	397	39	9	9	NUM
easat-4600	397	40	,	,	PUNCT
easat-4600	397	41	no	no	INTJ
easat-4600	397	42	.	.	NOUN
easat-4600	397	43	2	2	NUM
easat-4600	397	44	,	,	PUNCT
easat-4600	397	45	p.	p.	NOUN
easat-4600	397	46	e365	e365	PROPN
easat-4600	397	47	,	,	PUNCT
easat-4600	397	48	2020	2020	NUM
easat-4600	397	49	.	.	PUNCT
easat-4600	398	1	https://doi.org/10.1002/wene.365	https://doi.org/10.1002/wene.365	PUNCT
easat-4600	399	1	[	[	X
easat-4600	399	2	9	9	NUM
easat-4600	399	3	]	]	PUNCT
easat-4600	399	4	m.	m.	NOUN
easat-4600	399	5	alkandari	alkandari	ADJ
easat-4600	399	6	and	and	CCONJ
easat-4600	399	7	i.	i.	PROPN
easat-4600	399	8	ahmad	ahmad	PROPN
easat-4600	399	9	,	,	PUNCT
easat-4600	399	10	"	"	PUNCT
easat-4600	399	11	solar	solar	ADJ
easat-4600	399	12	power	power	NOUN
easat-4600	399	13	generation	generation	NOUN
easat-4600	399	14	forecasting	forecasting	NOUN
easat-4600	399	15	using	use	VERB
easat-4600	399	16	ensemble	ensemble	ADJ
easat-4600	399	17	approach	approach	NOUN
easat-4600	399	18	based	base	VERB
easat-4600	399	19	on	on	ADP
easat-4600	399	20	deep	deep	ADJ
easat-4600	399	21	learning	learning	NOUN
easat-4600	399	22	and	and	CCONJ
easat-4600	399	23	statistical	statistical	ADJ
easat-4600	399	24	methods	method	NOUN
easat-4600	399	25	,	,	PUNCT
easat-4600	399	26	"	"	PUNCT
easat-4600	399	27	applied	apply	VERB
easat-4600	399	28	computing	computing	NOUN
easat-4600	399	29	and	and	CCONJ
easat-4600	399	30	informatics	informatic	NOUN
easat-4600	399	31	,	,	PUNCT
easat-4600	399	32	vol	vol	NOUN
easat-4600	399	33	.	.	PROPN
easat-4600	399	34	20	20	NUM
easat-4600	399	35	,	,	PUNCT
easat-4600	399	36	no	no	INTJ
easat-4600	399	37	.	.	NOUN
easat-4600	400	1	3/4	3/4	NUM
easat-4600	400	2	,	,	PUNCT
easat-4600	400	3	pp	pp	ADJ
easat-4600	400	4	.	.	PUNCT
easat-4600	401	1	231	231	NUM
easat-4600	401	2	-	-	SYM
easat-4600	401	3	250	250	NUM
easat-4600	401	4	,	,	PUNCT
easat-4600	401	5	2024	2024	NUM
easat-4600	401	6	.	.	PUNCT
easat-4600	402	1	https://doi.org/10.1016/j.aci	https://doi.org/10.1016/j.aci	X
easat-4600	403	1	[	[	X
easat-4600	403	2	10	10	NUM
easat-4600	403	3	]	]	PUNCT
easat-4600	403	4	x.	x.	PROPN
easat-4600	403	5	h.	h.	PROPN
easat-4600	403	6	chen	chen	PROPN
easat-4600	403	7	,	,	PUNCT
easat-4600	403	8	k.	k.	PROPN
easat-4600	403	9	tee	tee	PROPN
easat-4600	403	10	,	,	PUNCT
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easat-4600	403	13	,	,	PUNCT
easat-4600	403	14	and	and	CCONJ
easat-4600	403	15	r.	r.	PROPN
easat-4600	403	16	ahmed	ahmed	PROPN
easat-4600	403	17	,	,	PUNCT
easat-4600	403	18	"	"	PUNCT
easat-4600	403	19	assessing	assess	VERB
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easat-4600	403	21	environmental	environmental	ADJ
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easat-4600	403	27	:	:	PUNCT
easat-4600	403	28	a	a	DET
easat-4600	403	29	case	case	NOUN
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easat-4600	403	34	and	and	CCONJ
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easat-4600	403	36	emissions	emission	NOUN
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easat-4600	403	45	,	,	PUNCT
easat-4600	403	46	vol	vol	NOUN
easat-4600	403	47	.	.	PROPN
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easat-4600	403	49	,	,	PUNCT
easat-4600	403	50	p.	p.	NOUN
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easat-4600	403	52	,	,	PUNCT
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easat-4600	403	54	.	.	PUNCT
easat-4600	404	1	https://doi.org/10.1016/j.jenvman.2023.118525	https://doi.org/10.1016/j.jenvman.2023.118525	PROPN
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easat-4600	405	2	11	11	NUM
easat-4600	405	3	]	]	PUNCT
easat-4600	405	4	x.	x.	NOUN
easat-4600	405	5	zou	zou	PROPN
easat-4600	405	6	,	,	PUNCT
easat-4600	405	7	r.	r.	PROPN
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easat-4600	405	9	,	,	PUNCT
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easat-4600	405	16	and	and	CCONJ
easat-4600	405	17	j.	j.	PROPN
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easat-4600	405	20	"	"	PUNCT
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easat-4600	405	28	in	in	ADP
easat-4600	405	29	shanxi	shanxi	PROPN
easat-4600	405	30	province	province	PROPN
easat-4600	405	31	,	,	PUNCT
easat-4600	405	32	china	china	PROPN
easat-4600	405	33	:	:	PUNCT
easat-4600	405	34	an	an	DET
easat-4600	405	35	application	application	NOUN
easat-4600	405	36	of	of	ADP
easat-4600	405	37	the	the	DET
easat-4600	405	38	leap	leap	PROPN
easat-4600	405	39	model	model	NOUN
easat-4600	405	40	,	,	PUNCT
easat-4600	405	41	"	"	PUNCT
easat-4600	405	42	sustainability	sustainability	NOUN
easat-4600	405	43	,	,	PUNCT
easat-4600	405	44	vol	vol	NOUN
easat-4600	405	45	.	.	PROPN
easat-4600	406	1	14	14	NUM
easat-4600	406	2	,	,	PUNCT
easat-4600	406	3	no	no	INTJ
easat-4600	406	4	.	.	NOUN
easat-4600	406	5	2	2	NUM
easat-4600	406	6	,	,	PUNCT
easat-4600	406	7	p.	p.	NOUN
easat-4600	406	8	637	637	NUM
easat-4600	406	9	,	,	PUNCT
easat-4600	406	10	2022	2022	NUM
easat-4600	406	11	.	.	PUNCT
easat-4600	407	1	https://doi.org/10.3390/su14020637	https://doi.org/10.3390/su14020637	VERB
easat-4600	408	1	[	[	X
easat-4600	408	2	12	12	NUM
easat-4600	408	3	]	]	X
easat-4600	408	4	g.	g.	PROPN
easat-4600	408	5	hu	hu	PROPN
easat-4600	408	6	,	,	PUNCT
easat-4600	408	7	x.	x.	PROPN
easat-4600	408	8	ma	ma	PROPN
easat-4600	408	9	,	,	PUNCT
easat-4600	408	10	and	and	CCONJ
easat-4600	408	11	j.	j.	PROPN
easat-4600	408	12	ji	ji	PROPN
easat-4600	408	13	,	,	PUNCT
easat-4600	408	14	"	"	PUNCT
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easat-4600	408	16	and	and	CCONJ
easat-4600	408	17	policies	policy	NOUN
easat-4600	408	18	for	for	ADP
easat-4600	408	19	sustainable	sustainable	ADJ
easat-4600	408	20	urban	urban	ADJ
easat-4600	408	21	energy	energy	NOUN
easat-4600	408	22	development	development	NOUN
easat-4600	408	23	based	base	VERB
easat-4600	408	24	on	on	ADP
easat-4600	408	25	leap	leap	PROPN
easat-4600	408	26	model	model	PROPN
easat-4600	408	27	–	–	PUNCT
easat-4600	408	28	a	a	DET
easat-4600	408	29	case	case	NOUN
easat-4600	408	30	study	study	NOUN
easat-4600	408	31	of	of	ADP
easat-4600	408	32	a	a	DET
easat-4600	408	33	postindustrial	postindustrial	ADJ
easat-4600	408	34	city	city	NOUN
easat-4600	408	35	:	:	PUNCT
easat-4600	408	36	shenzhen	shenzhen	PROPN
easat-4600	408	37	china	china	PROPN
easat-4600	408	38	,	,	PUNCT
easat-4600	408	39	"	"	PUNCT
easat-4600	408	40	applied	apply	VERB
easat-4600	408	41	energy	energy	NOUN
easat-4600	408	42	,	,	PUNCT
easat-4600	408	43	vol	vol	NOUN
easat-4600	408	44	.	.	PROPN
easat-4600	408	45	238	238	NUM
easat-4600	408	46	,	,	PUNCT
easat-4600	408	47	pp	pp	ADJ
easat-4600	408	48	.	.	PUNCT
easat-4600	409	1	876	876	NUM
easat-4600	409	2	-	-	SYM
easat-4600	409	3	886	886	NUM
easat-4600	409	4	,	,	PUNCT
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easat-4600	409	6	.	.	PUNCT
easat-4600	410	1	https://doi.org/10.1016/j.apenergy.2019.01.162	https://doi.org/10.1016/j.apenergy.2019.01.162	PROPN
easat-4600	411	1	[	[	X
easat-4600	411	2	13	13	NUM
easat-4600	411	3	]	]	PUNCT
easat-4600	411	4	p.	p.	NOUN
easat-4600	411	5	misila	misila	PROPN
easat-4600	411	6	,	,	PUNCT
easat-4600	411	7	p.	p.	NOUN
easat-4600	411	8	winyuchakrit	winyuchakrit	NOUN
easat-4600	411	9	,	,	PUNCT
easat-4600	411	10	and	and	CCONJ
easat-4600	411	11	b.	b.	PROPN
easat-4600	411	12	limmeechokchai	limmeechokchai	PROPN
easat-4600	411	13	,	,	PUNCT
easat-4600	411	14	"	"	PUNCT
easat-4600	411	15	thailand	thailand	PROPN
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easat-4600	411	25	:	:	PUNCT
easat-4600	411	26	the	the	DET
easat-4600	411	27	achievement	achievement	NOUN
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easat-4600	411	29	renewable	renewable	ADJ
easat-4600	411	30	energy	energy	NOUN
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easat-4600	411	32	energy	energy	NOUN
easat-4600	411	33	efficiency	efficiency	NOUN
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easat-4600	411	35	the	the	DET
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easat-4600	411	37	,	,	PUNCT
easat-4600	411	38	"	"	PUNCT
easat-4600	411	39	heliyon	heliyon	NOUN
easat-4600	411	40	,	,	PUNCT
easat-4600	411	41	vol	vol	NOUN
easat-4600	411	42	.	.	PROPN
easat-4600	412	1	6	6	NUM
easat-4600	412	2	,	,	PUNCT
easat-4600	412	3	no	no	INTJ
easat-4600	412	4	.	.	NOUN
easat-4600	412	5	12	12	NUM
easat-4600	412	6	,	,	PUNCT
easat-4600	412	7	p.	p.	NOUN
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easat-4600	412	9	,	,	PUNCT
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easat-4600	412	11	.	.	PUNCT
easat-4600	413	1	https://doi.org/10.1016/j.heliyon.2020.e05720	https://doi.org/10.1016/j.heliyon.2020.e05720	X
easat-4600	414	1	[	[	X
easat-4600	414	2	14	14	NUM
easat-4600	414	3	]	]	PUNCT
easat-4600	414	4	a.	a.	NOUN
easat-4600	414	5	amo	amo	PROPN
easat-4600	414	6	-	-	PUNCT
easat-4600	414	7	aidoo	aidoo	PROPN
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easat-4600	414	9	e.	e.	PROPN
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easat-4600	414	11	,	,	PUNCT
easat-4600	414	12	o.	o.	PROPN
easat-4600	414	13	hensel	hensel	PROPN
easat-4600	414	14	,	,	PUNCT
easat-4600	414	15	j.	j.	PROPN
easat-4600	414	16	korese	korese	PROPN
easat-4600	414	17	,	,	PUNCT
easat-4600	414	18	and	and	CCONJ
easat-4600	414	19	b.	b.	PROPN
easat-4600	414	20	sturm	sturm	PROPN
easat-4600	414	21	,	,	PUNCT
easat-4600	414	22	"	"	PUNCT
easat-4600	414	23	solar	solar	ADJ
easat-4600	414	24	energy	energy	NOUN
easat-4600	414	25	policy	policy	NOUN
easat-4600	414	26	implementation	implementation	NOUN
easat-4600	414	27	in	in	ADP
easat-4600	414	28	ghana	ghana	PROPN
easat-4600	414	29	:	:	PUNCT
easat-4600	414	30	a	a	DET
easat-4600	414	31	leap	leap	NOUN
easat-4600	414	32	model	model	NOUN
easat-4600	414	33	analysis	analysis	NOUN
easat-4600	414	34	,	,	PUNCT
easat-4600	414	35	"	"	PUNCT
easat-4600	414	36	scientific	scientific	ADJ
easat-4600	414	37	african	african	ADJ
easat-4600	414	38	,	,	PUNCT
easat-4600	414	39	vol	vol	NOUN
easat-4600	414	40	.	.	PROPN
easat-4600	414	41	16	16	NUM
easat-4600	414	42	,	,	PUNCT
easat-4600	414	43	p.	p.	NOUN
easat-4600	414	44	e01162	e01162	PROPN
easat-4600	414	45	,	,	PUNCT
easat-4600	414	46	2022	2022	NUM
easat-4600	414	47	.	.	PUNCT
easat-4600	415	1	https://doi.org/10.1016/j.sciaf.2022.e01162	https://doi.org/10.1016/j.sciaf.2022.e01162	PROPN
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easat-4600	415	9	https://doi.org/10.1016/j.apenergy.2019.01.162	https://doi.org/10.1016/j.apenergy.2019.01.162	PROPN
easat-4600	415	10	https://doi.org/10.1016/j.heliyon.2020.e05720	https://doi.org/10.1016/j.heliyon.2020.e05720	NOUN
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easat-4600	415	14	applied	apply	VERB
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easat-4600	415	16	and	and	CCONJ
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easat-4600	415	21	-	-	SYM
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easat-4600	416	5	2	2	NUM
easat-4600	416	6	:	:	PUNCT
easat-4600	416	7	793	793	NUM
easat-4600	416	8	-	-	SYM
easat-4600	416	9	814	814	NUM
easat-4600	416	10	,	,	PUNCT
easat-4600	416	11	2025	2025	NUM
easat-4600	416	12	doi	doi	NOUN
easat-4600	416	13	:	:	PUNCT
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easat-4600	416	16	2025	2025	NUM
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easat-4600	416	18	the	the	DET
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easat-4600	416	22	learning	learning	NOUN
easat-4600	416	23	gate	gate	NOUN
easat-4600	417	1	[	[	X
easat-4600	417	2	15	15	NUM
easat-4600	417	3	]	]	X
easat-4600	417	4	w.	w.	PROPN
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easat-4600	417	7	m.	m.	PROPN
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easat-4600	417	10	r.	r.	PROPN
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easat-4600	417	12	,	,	PUNCT
easat-4600	417	13	z.	z.	PROPN
easat-4600	417	14	he	he	PROPN
easat-4600	417	15	,	,	PUNCT
easat-4600	417	16	l.	l.	PROPN
easat-4600	417	17	zhang	zhang	PROPN
easat-4600	417	18	,	,	PUNCT
easat-4600	417	19	and	and	CCONJ
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easat-4600	417	21	chen	chen	PROPN
easat-4600	417	22	,	,	PUNCT
easat-4600	417	23	"	"	PUNCT
easat-4600	417	24	assessment	assessment	NOUN
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easat-4600	417	26	greenhouse	greenhouse	NOUN
easat-4600	417	27	gasses	gas	NOUN
easat-4600	417	28	and	and	CCONJ
easat-4600	417	29	air	air	NOUN
easat-4600	417	30	pollutant	pollutant	ADJ
easat-4600	417	31	emissions	emission	NOUN
easat-4600	417	32	embodied	embody	VERB
easat-4600	417	33	in	in	ADP
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easat-4600	417	36	province	province	ADJ
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easat-4600	417	38	trade	trade	NOUN
easat-4600	417	39	in	in	ADP
easat-4600	417	40	china	china	PROPN
easat-4600	417	41	,	,	PUNCT
easat-4600	417	42	"	"	PUNCT
easat-4600	417	43	resources	resource	NOUN
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easat-4600	417	46	and	and	CCONJ
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easat-4600	417	49	vol	vol	NOUN
easat-4600	417	50	.	.	PROPN
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easat-4600	417	52	,	,	PUNCT
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easat-4600	417	54	105623	105623	NUM
easat-4600	417	55	,	,	PUNCT
easat-4600	417	56	2021	2021	NUM
easat-4600	417	57	.	.	PUNCT
easat-4600	418	1	https://doi.org/10.1016/j.resconrec.2021.105623	https://doi.org/10.1016/j.resconrec.2021.105623	VERB
easat-4600	419	1	[	[	X
easat-4600	419	2	16	16	NUM
easat-4600	419	3	]	]	X
easat-4600	419	4	h.	h.	PROPN
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easat-4600	419	7	a.	a.	NOUN
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easat-4600	419	9	,	,	PUNCT
easat-4600	419	10	e.	e.	PROPN
easat-4600	419	11	m.	m.	PROPN
easat-4600	420	1	el	el	PROPN
easat-4600	420	2	-	-	PROPN
easat-4600	420	3	said	say	VERB
easat-4600	420	4	,	,	PUNCT
easat-4600	420	5	and	and	CCONJ
easat-4600	420	6	o.	o.	PROPN
easat-4600	420	7	m.	m.	PROPN
easat-4600	420	8	elzeki	elzeki	PROPN
easat-4600	420	9	,	,	PUNCT
easat-4600	420	10	"	"	PUNCT
easat-4600	420	11	predictive	predictive	ADJ
easat-4600	420	12	modelling	modelling	NOUN
easat-4600	420	13	for	for	ADP
easat-4600	420	14	solar	solar	ADJ
easat-4600	420	15	power	power	NOUN
easat-4600	420	16	-	-	PUNCT
easat-4600	420	17	driven	drive	VERB
easat-4600	420	18	hybrid	hybrid	NOUN
easat-4600	420	19	desalination	desalination	NOUN
easat-4600	420	20	system	system	NOUN
easat-4600	420	21	using	use	VERB
easat-4600	420	22	artificial	artificial	ADJ
easat-4600	420	23	neural	neural	ADJ
easat-4600	420	24	network	network	NOUN
easat-4600	420	25	regression	regression	NOUN
easat-4600	420	26	with	with	ADP
easat-4600	420	27	adam	adam	PROPN
easat-4600	420	28	optimization	optimization	NOUN
easat-4600	420	29	,	,	PUNCT
easat-4600	420	30	"	"	PUNCT
easat-4600	420	31	desalination	desalination	NOUN
easat-4600	420	32	,	,	PUNCT
easat-4600	420	33	vol	vol	NOUN
easat-4600	420	34	.	.	PUNCT
easat-4600	421	1	522	522	NUM
easat-4600	421	2	,	,	PUNCT
easat-4600	421	3	p.	p.	NOUN
easat-4600	421	4	115411	115411	NUM
easat-4600	421	5	,	,	PUNCT
easat-4600	421	6	2022	2022	NUM
easat-4600	421	7	.	.	PUNCT
easat-4600	422	1	https://doi.org/10.1016/j.desal.2021.115411	https://doi.org/10.1016/j.desal.2021.115411	VERB
easat-4600	422	2	[	[	X
easat-4600	422	3	17	17	NUM
easat-4600	422	4	]	]	PUNCT
easat-4600	422	5	x.	x.	NOUN
easat-4600	422	6	zhou	zhou	PROPN
easat-4600	422	7	,	,	PUNCT
easat-4600	422	8	z.	z.	PROPN
easat-4600	422	9	xu	xu	PROPN
easat-4600	422	10	,	,	PUNCT
easat-4600	422	11	j.	j.	PROPN
easat-4600	422	12	yan	yan	PROPN
easat-4600	422	13	,	,	PUNCT
easat-4600	422	14	l.	l.	PROPN
easat-4600	422	15	liang	liang	PROPN
easat-4600	422	16	,	,	PUNCT
easat-4600	422	17	and	and	CCONJ
easat-4600	422	18	d.	d.	PROPN
easat-4600	422	19	pan	pan	PROPN
easat-4600	422	20	,	,	PUNCT
easat-4600	422	21	"	"	PUNCT
easat-4600	422	22	carbon	carbon	NOUN
easat-4600	422	23	emission	emission	NOUN
easat-4600	422	24	peak	peak	NOUN
easat-4600	422	25	forecasting	forecasting	NOUN
easat-4600	422	26	and	and	CCONJ
easat-4600	422	27	scenario	scenario	NOUN
easat-4600	422	28	analysis	analysis	NOUN
easat-4600	422	29	:	:	PUNCT
easat-4600	422	30	a	a	DET
easat-4600	422	31	case	case	NOUN
easat-4600	422	32	study	study	NOUN
easat-4600	422	33	of	of	ADP
easat-4600	422	34	educational	educational	ADJ
easat-4600	422	35	buildings	building	NOUN
easat-4600	422	36	in	in	ADP
easat-4600	422	37	shanghai	shanghai	PROPN
easat-4600	422	38	city	city	PROPN
easat-4600	422	39	,	,	PUNCT
easat-4600	422	40	"	"	PUNCT
easat-4600	422	41	journal	journal	NOUN
easat-4600	422	42	of	of	ADP
easat-4600	422	43	building	build	VERB
easat-4600	422	44	engineering	engineering	NOUN
easat-4600	422	45	,	,	PUNCT
easat-4600	422	46	vol	vol	NOUN
easat-4600	422	47	.	.	PROPN
easat-4600	422	48	76	76	NUM
easat-4600	422	49	,	,	PUNCT
easat-4600	422	50	p.	p.	NOUN
easat-4600	422	51	107256	107256	NUM
easat-4600	422	52	,	,	PUNCT
easat-4600	422	53	2023	2023	NUM
easat-4600	422	54	.	.	PUNCT
easat-4600	423	1	https://doi.org/10.1016/j.jobe.2023.107256	https://doi.org/10.1016/j.jobe.2023.107256	PROPN
easat-4600	423	2	[	[	X
easat-4600	423	3	18	18	NUM
easat-4600	423	4	]	]	X
easat-4600	423	5	y.	y.	PROPN
easat-4600	423	6	chen	chen	PROPN
easat-4600	423	7	,	,	PUNCT
easat-4600	423	8	t.	t.	PROPN
easat-4600	423	9	koch	koch	PROPN
easat-4600	423	10	,	,	PUNCT
easat-4600	423	11	k.	k.	PROPN
easat-4600	423	12	g.	g.	PROPN
easat-4600	423	13	lim	lim	PROPN
easat-4600	423	14	,	,	PUNCT
easat-4600	423	15	x.	x.	PROPN
easat-4600	423	16	xu	xu	PROPN
easat-4600	423	17	,	,	PUNCT
easat-4600	423	18	and	and	CCONJ
easat-4600	423	19	n.	n.	PROPN
easat-4600	423	20	zakiyeva	zakiyeva	PROPN
easat-4600	423	21	,	,	PUNCT
easat-4600	423	22	"	"	PUNCT
easat-4600	423	23	a	a	DET
easat-4600	423	24	review	review	NOUN
easat-4600	423	25	study	study	NOUN
easat-4600	423	26	of	of	ADP
easat-4600	423	27	functional	functional	ADJ
easat-4600	423	28	autoregressive	autoregressive	ADJ
easat-4600	423	29	models	model	NOUN
easat-4600	423	30	with	with	ADP
easat-4600	423	31	application	application	NOUN
easat-4600	423	32	to	to	ADP
easat-4600	423	33	energy	energy	NOUN
easat-4600	423	34	forecasting	forecasting	NOUN
easat-4600	423	35	,	,	PUNCT
easat-4600	423	36	"	"	PUNCT
easat-4600	423	37	wiley	wiley	PROPN
easat-4600	423	38	interdisciplinary	interdisciplinary	ADJ
easat-4600	423	39	reviews	review	NOUN
easat-4600	423	40	:	:	PUNCT
easat-4600	423	41	computational	computational	ADJ
easat-4600	423	42	statistics	statistic	NOUN
easat-4600	423	43	,	,	PUNCT
easat-4600	423	44	vol	vol	NOUN
easat-4600	423	45	.	.	PROPN
easat-4600	423	46	13	13	NUM
easat-4600	423	47	,	,	PUNCT
easat-4600	423	48	no	no	INTJ
easat-4600	423	49	.	.	NOUN
easat-4600	423	50	3	3	NUM
easat-4600	423	51	,	,	PUNCT
easat-4600	423	52	p.	p.	NOUN
easat-4600	423	53	e1525	e1525	PROPN
easat-4600	423	54	,	,	PUNCT
easat-4600	423	55	2021	2021	NUM
easat-4600	423	56	.	.	PUNCT
easat-4600	423	57	https://doi.org/10.1002/wics.1525	https://doi.org/10.1002/wics.1525	X
easat-4600	424	1	[	[	X
easat-4600	424	2	19	19	NUM
easat-4600	424	3	]	]	X
easat-4600	424	4	g.	g.	PROPN
easat-4600	424	5	ceribasi	ceribasi	PROPN
easat-4600	424	6	,	,	PUNCT
easat-4600	424	7	a.	a.	NOUN
easat-4600	424	8	i.	i.	PROPN
easat-4600	424	9	ceyhunlu	ceyhunlu	PROPN
easat-4600	424	10	,	,	PUNCT
easat-4600	424	11	a.	a.	NOUN
easat-4600	424	12	wałęga	wałęga	PROPN
easat-4600	424	13	,	,	PUNCT
easat-4600	424	14	and	and	CCONJ
easat-4600	424	15	d.	d.	PROPN
easat-4600	424	16	młyński	młyński	PROPN
easat-4600	424	17	,	,	PUNCT
easat-4600	424	18	"	"	PUNCT
easat-4600	424	19	investigation	investigation	NOUN
easat-4600	424	20	of	of	ADP
easat-4600	424	21	the	the	DET
easat-4600	424	22	effect	effect	NOUN
easat-4600	424	23	of	of	ADP
easat-4600	424	24	climate	climate	NOUN
easat-4600	424	25	change	change	NOUN
easat-4600	424	26	on	on	ADP
easat-4600	424	27	energy	energy	NOUN
easat-4600	424	28	produced	produce	VERB
easat-4600	424	29	by	by	ADP
easat-4600	424	30	hydroelectric	hydroelectric	ADJ
easat-4600	424	31	power	power	NOUN
easat-4600	424	32	plants	plant	NOUN
easat-4600	424	33	(	(	PUNCT
easat-4600	424	34	hepps	hepps	PROPN
easat-4600	424	35	)	)	PUNCT
easat-4600	424	36	by	by	ADP
easat-4600	424	37	trend	trend	NOUN
easat-4600	424	38	analysis	analysis	NOUN
easat-4600	424	39	method	method	NOUN
easat-4600	424	40	:	:	PUNCT
easat-4600	424	41	a	a	DET
easat-4600	424	42	case	case	NOUN
easat-4600	424	43	study	study	NOUN
easat-4600	424	44	for	for	ADP
easat-4600	424	45	dogancay	dogancay	NOUN
easat-4600	424	46	i	i	PRON
easat-4600	424	47	–	–	PUNCT
easat-4600	424	48	ii	ii	NUM
easat-4600	424	49	hepps	hepp	NOUN
easat-4600	424	50	,	,	PUNCT
easat-4600	424	51	"	"	PUNCT
easat-4600	424	52	energies	energy	NOUN
easat-4600	424	53	,	,	PUNCT
easat-4600	424	54	vol	vol	NOUN
easat-4600	424	55	.	.	PROPN
easat-4600	424	56	15	15	NUM
easat-4600	424	57	,	,	PUNCT
easat-4600	424	58	no	no	INTJ
easat-4600	424	59	.	.	NOUN
easat-4600	424	60	7	7	NUM
easat-4600	424	61	,	,	PUNCT
easat-4600	424	62	p.	p.	NOUN
easat-4600	424	63	2474	2474	NUM
easat-4600	424	64	,	,	PUNCT
easat-4600	424	65	2022	2022	NUM
easat-4600	424	66	.	.	PUNCT
easat-4600	425	1	https://doi.org/10.3390/en15072474	https://doi.org/10.3390/en15072474	PROPN
easat-4600	426	1	[	[	X
easat-4600	426	2	20	20	NUM
easat-4600	426	3	]	]	PUNCT
easat-4600	426	4	y.-c	y.-c	PROPN
easat-4600	426	5	.	.	PUNCT
easat-4600	427	1	hu	hu	PROPN
easat-4600	427	2	and	and	CCONJ
easat-4600	427	3	w.-b	w.-b	PROPN
easat-4600	427	4	.	.	PUNCT
easat-4600	428	1	wang	wang	PROPN
easat-4600	428	2	,	,	PUNCT
easat-4600	428	3	"	"	PUNCT
easat-4600	428	4	nonlinear	nonlinear	ADJ
easat-4600	428	5	interval	interval	NOUN
easat-4600	428	6	regression	regression	NOUN
easat-4600	428	7	analysis	analysis	NOUN
easat-4600	428	8	with	with	ADP
easat-4600	428	9	neural	neural	ADJ
easat-4600	428	10	networks	network	NOUN
easat-4600	428	11	and	and	CCONJ
easat-4600	428	12	grey	grey	ADJ
easat-4600	428	13	prediction	prediction	NOUN
easat-4600	428	14	for	for	ADP
easat-4600	428	15	energy	energy	NOUN
easat-4600	428	16	demand	demand	NOUN
easat-4600	428	17	forecasting	forecasting	NOUN
easat-4600	428	18	,	,	PUNCT
easat-4600	428	19	"	"	PUNCT
easat-4600	428	20	soft	soft	ADJ
easat-4600	428	21	computing	computing	NOUN
easat-4600	428	22	,	,	PUNCT
easat-4600	428	23	vol	vol	NOUN
easat-4600	428	24	.	.	PROPN
easat-4600	428	25	26	26	NUM
easat-4600	428	26	,	,	PUNCT
easat-4600	428	27	no	no	INTJ
easat-4600	428	28	.	.	NOUN
easat-4600	428	29	14	14	NUM
easat-4600	428	30	,	,	PUNCT
easat-4600	428	31	pp	pp	ADJ
easat-4600	428	32	.	.	PUNCT
easat-4600	429	1	6529	6529	NUM
easat-4600	429	2	-	-	SYM
easat-4600	429	3	6545	6545	NUM
easat-4600	429	4	,	,	PUNCT
easat-4600	429	5	2022	2022	NUM
easat-4600	429	6	.	.	PUNCT
easat-4600	430	1	https://doi.org/10.1007/s00500022-07168-8	https://doi.org/10.1007/s00500022-07168-8	NOUN
easat-4600	430	2	[	[	X
easat-4600	430	3	21	21	NUM
easat-4600	430	4	]	]	PUNCT
easat-4600	430	5	l.	l.	PROPN
easat-4600	430	6	zheng	zheng	PROPN
easat-4600	430	7	,	,	PUNCT
easat-4600	430	8	k.	k.	PROPN
easat-4600	430	9	r.	r.	PROPN
easat-4600	430	10	abbasi	abbasi	PROPN
easat-4600	430	11	,	,	PUNCT
easat-4600	430	12	s.	s.	PROPN
easat-4600	430	13	salem	salem	PROPN
easat-4600	430	14	,	,	PUNCT
easat-4600	430	15	m.	m.	NOUN
easat-4600	430	16	irfan	irfan	PROPN
easat-4600	430	17	,	,	PUNCT
easat-4600	430	18	r.	r.	PROPN
easat-4600	430	19	alvarado	alvarado	PROPN
easat-4600	430	20	,	,	PUNCT
easat-4600	430	21	and	and	CCONJ
easat-4600	430	22	k.	k.	PROPN
easat-4600	430	23	lv	lv	PROPN
easat-4600	430	24	,	,	PUNCT
easat-4600	430	25	"	"	PUNCT
easat-4600	430	26	how	how	SCONJ
easat-4600	430	27	technological	technological	ADJ
easat-4600	430	28	innovation	innovation	NOUN
easat-4600	430	29	and	and	CCONJ
easat-4600	430	30	institutional	institutional	ADJ
easat-4600	430	31	quality	quality	NOUN
easat-4600	430	32	affect	affect	VERB
easat-4600	430	33	sectoral	sectoral	ADJ
easat-4600	430	34	energy	energy	NOUN
easat-4600	430	35	consumption	consumption	NOUN
easat-4600	430	36	in	in	ADP
easat-4600	430	37	pakistan	pakistan	PROPN
easat-4600	430	38	?	?	PUNCT
easat-4600	431	1	fresh	fresh	ADJ
easat-4600	431	2	policy	policy	NOUN
easat-4600	431	3	insights	insight	NOUN
easat-4600	431	4	from	from	ADP
easat-4600	431	5	novel	novel	ADJ
easat-4600	431	6	econometric	econometric	ADJ
easat-4600	431	7	approach	approach	NOUN
easat-4600	431	8	,	,	PUNCT
easat-4600	431	9	"	"	PUNCT
easat-4600	431	10	technological	technological	ADJ
easat-4600	431	11	forecasting	forecasting	NOUN
easat-4600	431	12	and	and	CCONJ
easat-4600	431	13	social	social	ADJ
easat-4600	431	14	change	change	NOUN
easat-4600	431	15	,	,	PUNCT
easat-4600	431	16	vol	vol	NOUN
easat-4600	431	17	.	.	PROPN
easat-4600	431	18	183	183	NUM
easat-4600	431	19	,	,	PUNCT
easat-4600	431	20	p.	p.	NOUN
easat-4600	431	21	121900	121900	NUM
easat-4600	431	22	,	,	PUNCT
easat-4600	431	23	2022	2022	NUM
easat-4600	431	24	.	.	PUNCT
easat-4600	432	1	https://doi.org/10.1016/j.techfore.2022.121900	https://doi.org/10.1016/j.techfore.2022.121900	ADJ
easat-4600	432	2	[	[	X
easat-4600	432	3	22	22	NUM
easat-4600	432	4	]	]	PUNCT
easat-4600	432	5	r.	r.	PROPN
easat-4600	432	6	a.	a.	PROPN
easat-4600	432	7	de	de	PROPN
easat-4600	432	8	marcos	marcos	PROPN
easat-4600	432	9	,	,	PUNCT
easat-4600	432	10	a.	a.	PROPN
easat-4600	432	11	bello	bello	PROPN
easat-4600	432	12	,	,	PUNCT
easat-4600	432	13	and	and	CCONJ
easat-4600	432	14	j.	j.	PROPN
easat-4600	432	15	reneses	renese	NOUN
easat-4600	432	16	,	,	PUNCT
easat-4600	432	17	"	"	PUNCT
easat-4600	432	18	electricity	electricity	NOUN
easat-4600	432	19	price	price	NOUN
easat-4600	432	20	forecasting	forecasting	NOUN
easat-4600	432	21	in	in	ADP
easat-4600	432	22	the	the	DET
easat-4600	432	23	short	short	ADJ
easat-4600	432	24	term	term	NOUN
easat-4600	432	25	hybridising	hybridise	VERB
easat-4600	432	26	fundamental	fundamental	ADJ
easat-4600	432	27	and	and	CCONJ
easat-4600	432	28	econometric	econometric	ADJ
easat-4600	432	29	modelling	modelling	NOUN
easat-4600	432	30	,	,	PUNCT
easat-4600	432	31	"	"	PUNCT
easat-4600	432	32	electric	electric	ADJ
easat-4600	432	33	power	power	NOUN
easat-4600	432	34	systems	system	NOUN
easat-4600	432	35	research	research	NOUN
easat-4600	432	36	,	,	PUNCT
easat-4600	432	37	vol	vol	NOUN
easat-4600	432	38	.	.	PROPN
easat-4600	433	1	167	167	NUM
easat-4600	433	2	,	,	PUNCT
easat-4600	433	3	pp	pp	ADJ
easat-4600	433	4	.	.	PUNCT
easat-4600	434	1	240	240	NUM
easat-4600	434	2	-	-	SYM
easat-4600	434	3	251	251	NUM
easat-4600	434	4	,	,	PUNCT
easat-4600	434	5	2019	2019	NUM
easat-4600	434	6	.	.	PUNCT
easat-4600	435	1	https://doi.org/10.1016/j.epsr.2018.10.034	https://doi.org/10.1016/j.epsr.2018.10.034	PROPN
easat-4600	436	1	[	[	X
easat-4600	436	2	23	23	NUM
easat-4600	436	3	]	]	PUNCT
easat-4600	436	4	a.	a.	NOUN
easat-4600	436	5	raihan	raihan	PROPN
easat-4600	436	6	,	,	PUNCT
easat-4600	436	7	l.	l.	PROPN
easat-4600	436	8	c.	c.	PROPN
easat-4600	436	9	voumik	voumik	PROPN
easat-4600	436	10	,	,	PUNCT
easat-4600	436	11	m.	m.	NOUN
easat-4600	436	12	h.	h.	PROPN
easat-4600	436	13	rahman	rahman	PROPN
easat-4600	436	14	,	,	PUNCT
easat-4600	436	15	and	and	CCONJ
easat-4600	436	16	m.	m.	NOUN
easat-4600	436	17	a.	a.	NOUN
easat-4600	436	18	esquivias	esquivias	PROPN
easat-4600	436	19	,	,	PUNCT
easat-4600	436	20	"	"	PUNCT
easat-4600	436	21	unraveling	unravel	VERB
easat-4600	436	22	the	the	DET
easat-4600	436	23	interplay	interplay	NOUN
easat-4600	436	24	between	between	ADP
easat-4600	436	25	globalization	globalization	NOUN
easat-4600	436	26	,	,	PUNCT
easat-4600	436	27	financial	financial	ADJ
easat-4600	436	28	development	development	NOUN
easat-4600	436	29	,	,	PUNCT
easat-4600	436	30	economic	economic	ADJ
easat-4600	436	31	growth	growth	NOUN
easat-4600	436	32	,	,	PUNCT
easat-4600	436	33	greenhouse	greenhouse	NOUN
easat-4600	436	34	gases	gas	NOUN
easat-4600	436	35	,	,	PUNCT
easat-4600	436	36	human	human	ADJ
easat-4600	436	37	capital	capital	NOUN
easat-4600	436	38	,	,	PUNCT
easat-4600	436	39	and	and	CCONJ
easat-4600	436	40	renewable	renewable	ADJ
easat-4600	436	41	energy	energy	NOUN
easat-4600	436	42	uptake	uptake	NOUN
easat-4600	436	43	in	in	ADP
easat-4600	436	44	indonesia	indonesia	PROPN
easat-4600	436	45	:	:	PUNCT
easat-4600	436	46	multiple	multiple	ADJ
easat-4600	436	47	econometric	econometric	ADJ
easat-4600	436	48	approaches	approach	NOUN
easat-4600	436	49	,	,	PUNCT
easat-4600	436	50	"	"	PUNCT
easat-4600	436	51	environmental	environmental	ADJ
easat-4600	436	52	science	science	PROPN
easat-4600	436	53	&	&	CCONJ
easat-4600	436	54	pollution	pollution	NOUN
easat-4600	436	55	research	research	NOUN
easat-4600	436	56	,	,	PUNCT
easat-4600	436	57	vol	vol	NOUN
easat-4600	436	58	.	.	PROPN
easat-4600	436	59	30	30	NUM
easat-4600	436	60	,	,	PUNCT
easat-4600	436	61	no	no	INTJ
easat-4600	436	62	.	.	NOUN
easat-4600	436	63	56	56	NUM
easat-4600	436	64	,	,	PUNCT
easat-4600	436	65	pp	pp	ADJ
easat-4600	436	66	.	.	PUNCT
easat-4600	436	67	119117	119117	NUM
easat-4600	436	68	–	–	PUNCT
easat-4600	436	69	119133	119133	NUM
easat-4600	436	70	,	,	PUNCT
easat-4600	436	71	2023	2023	NUM
easat-4600	436	72	.	.	PUNCT
easat-4600	437	1	https://doi.org/10.1007/s11356-023-30552-2	https://doi.org/10.1007/s11356-023-30552-2	PRON
easat-4600	438	1	[	[	X
easat-4600	438	2	24	24	NUM
easat-4600	438	3	]	]	PUNCT
easat-4600	438	4	s.	s.	PROPN
easat-4600	438	5	moonchai	moonchai	PROPN
easat-4600	438	6	and	and	CCONJ
easat-4600	438	7	n.	n.	PROPN
easat-4600	438	8	chutsagulprom	chutsagulprom	PROPN
easat-4600	438	9	,	,	PUNCT
easat-4600	438	10	"	"	PUNCT
easat-4600	438	11	short	short	ADJ
easat-4600	438	12	-	-	PUNCT
easat-4600	438	13	term	term	NOUN
easat-4600	438	14	forecasting	forecasting	NOUN
easat-4600	438	15	of	of	ADP
easat-4600	438	16	renewable	renewable	ADJ
easat-4600	438	17	energy	energy	NOUN
easat-4600	438	18	consumption	consumption	NOUN
easat-4600	438	19	:	:	PUNCT
easat-4600	438	20	augmentation	augmentation	NOUN
easat-4600	438	21	of	of	ADP
easat-4600	438	22	a	a	DET
easat-4600	438	23	modified	modify	VERB
easat-4600	438	24	grey	grey	NOUN
easat-4600	438	25	model	model	NOUN
easat-4600	438	26	with	with	ADP
easat-4600	438	27	a	a	DET
easat-4600	438	28	kalman	kalman	NOUN
easat-4600	438	29	filter	filter	NOUN
easat-4600	438	30	,	,	PUNCT
easat-4600	438	31	"	"	PUNCT
easat-4600	438	32	applied	apply	VERB
easat-4600	438	33	soft	soft	ADJ
easat-4600	438	34	computing	computing	NOUN
easat-4600	438	35	,	,	PUNCT
easat-4600	438	36	vol	vol	NOUN
easat-4600	438	37	.	.	PROPN
easat-4600	438	38	87	87	NUM
easat-4600	438	39	,	,	PUNCT
easat-4600	438	40	p.	p.	NOUN
easat-4600	438	41	105994	105994	NUM
easat-4600	438	42	,	,	PUNCT
easat-4600	438	43	2020	2020	NUM
easat-4600	438	44	.	.	PUNCT
easat-4600	439	1	https://doi.org/10.1016/j.asoc.2019.105994	https://doi.org/10.1016/j.asoc.2019.105994	PROPN
easat-4600	439	2	[	[	X
easat-4600	439	3	25	25	NUM
easat-4600	439	4	]	]	PUNCT
easat-4600	439	5	a.	a.	NOUN
easat-4600	439	6	m.	m.	PROPN
easat-4600	439	7	khan	khan	PROPN
easat-4600	439	8	and	and	CCONJ
easat-4600	439	9	m.	m.	NOUN
easat-4600	439	10	osińska	osińska	NOUN
easat-4600	439	11	,	,	PUNCT
easat-4600	439	12	"	"	PUNCT
easat-4600	439	13	comparing	compare	VERB
easat-4600	439	14	forecasting	forecasting	NOUN
easat-4600	439	15	accuracy	accuracy	NOUN
easat-4600	439	16	of	of	ADP
easat-4600	439	17	selected	select	VERB
easat-4600	439	18	grey	grey	NOUN
easat-4600	439	19	and	and	CCONJ
easat-4600	439	20	time	time	NOUN
easat-4600	439	21	series	series	PROPN
easat-4600	439	22	models	model	NOUN
easat-4600	439	23	based	base	VERB
easat-4600	439	24	on	on	ADP
easat-4600	439	25	energy	energy	NOUN
easat-4600	439	26	consumption	consumption	NOUN
easat-4600	439	27	in	in	ADP
easat-4600	439	28	brazil	brazil	PROPN
easat-4600	439	29	and	and	CCONJ
easat-4600	439	30	india	india	PROPN
easat-4600	439	31	,	,	PUNCT
easat-4600	439	32	"	"	PUNCT
easat-4600	439	33	expert	expert	NOUN
easat-4600	439	34	systems	system	NOUN
easat-4600	439	35	with	with	ADP
easat-4600	439	36	applications	application	NOUN
easat-4600	439	37	,	,	PUNCT
easat-4600	439	38	vol	vol	NOUN
easat-4600	439	39	.	.	PROPN
easat-4600	439	40	212	212	NUM
easat-4600	439	41	,	,	PUNCT
easat-4600	439	42	p.	p.	NOUN
easat-4600	439	43	118840	118840	NUM
easat-4600	439	44	,	,	PUNCT
easat-4600	439	45	2023	2023	NUM
easat-4600	439	46	.	.	PUNCT
easat-4600	440	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
easat-4600	441	1	[	[	X
easat-4600	441	2	26	26	NUM
easat-4600	441	3	]	]	PUNCT
easat-4600	441	4	s.	s.	PROPN
easat-4600	441	5	ding	ding	PROPN
easat-4600	441	6	,	,	PUNCT
easat-4600	441	7	r.	r.	PROPN
easat-4600	441	8	li	li	PROPN
easat-4600	441	9	,	,	PUNCT
easat-4600	441	10	and	and	CCONJ
easat-4600	441	11	z.	z.	PROPN
easat-4600	441	12	tao	tao	PROPN
easat-4600	441	13	,	,	PUNCT
easat-4600	441	14	"	"	PUNCT
easat-4600	441	15	a	a	DET
easat-4600	441	16	novel	novel	ADJ
easat-4600	441	17	adaptive	adaptive	ADJ
easat-4600	441	18	discrete	discrete	ADJ
easat-4600	441	19	grey	grey	NOUN
easat-4600	441	20	model	model	NOUN
easat-4600	441	21	with	with	ADP
easat-4600	441	22	time	time	NOUN
easat-4600	441	23	-	-	PUNCT
easat-4600	441	24	varying	vary	VERB
easat-4600	441	25	parameters	parameter	NOUN
easat-4600	441	26	for	for	ADP
easat-4600	441	27	long	long	ADJ
easat-4600	441	28	-	-	PUNCT
easat-4600	441	29	term	term	NOUN
easat-4600	441	30	photovoltaic	photovoltaic	NOUN
easat-4600	441	31	power	power	NOUN
easat-4600	441	32	generation	generation	NOUN
easat-4600	441	33	forecasting	forecasting	NOUN
easat-4600	441	34	,	,	PUNCT
easat-4600	441	35	"	"	PUNCT
easat-4600	441	36	energy	energy	NOUN
easat-4600	441	37	conversion	conversion	NOUN
easat-4600	441	38	and	and	CCONJ
easat-4600	441	39	management	management	NOUN
easat-4600	441	40	,	,	PUNCT
easat-4600	441	41	vol	vol	NOUN
easat-4600	441	42	.	.	PROPN
easat-4600	442	1	227	227	NUM
easat-4600	442	2	,	,	PUNCT
easat-4600	442	3	p.	p.	NOUN
easat-4600	442	4	113644	113644	NUM
easat-4600	442	5	,	,	PUNCT
easat-4600	442	6	2021	2021	NUM
easat-4600	442	7	.	.	PUNCT
easat-4600	443	1	https://doi.org/10.1016/j.enconman.2020.113644	https://doi.org/10.1016/j.enconman.2020.113644	PROPN
easat-4600	443	2	[	[	X
easat-4600	443	3	27	27	NUM
easat-4600	443	4	]	]	X
easat-4600	443	5	l.	l.	PROPN
easat-4600	443	6	rivera	rivera	PROPN
easat-4600	443	7	-	-	PUNCT
easat-4600	443	8	gonzález	gonzález	PROPN
easat-4600	443	9	,	,	PUNCT
easat-4600	443	10	d.	d.	PROPN
easat-4600	443	11	bolonio	bolonio	PROPN
easat-4600	443	12	,	,	PUNCT
easat-4600	443	13	l.	l.	PROPN
easat-4600	443	14	f.	f.	PROPN
easat-4600	443	15	mazadiego	mazadiego	PROPN
easat-4600	443	16	,	,	PUNCT
easat-4600	443	17	and	and	CCONJ
easat-4600	443	18	r.	r.	PROPN
easat-4600	443	19	valencia	valencia	PROPN
easat-4600	443	20	-	-	PUNCT
easat-4600	443	21	chapi	chapi	ADJ
easat-4600	443	22	,	,	PUNCT
easat-4600	443	23	"	"	PUNCT
easat-4600	443	24	long	long	ADJ
easat-4600	443	25	-	-	PUNCT
easat-4600	443	26	term	term	NOUN
easat-4600	443	27	electricity	electricity	NOUN
easat-4600	443	28	supply	supply	NOUN
easat-4600	443	29	and	and	CCONJ
easat-4600	443	30	demand	demand	NOUN
easat-4600	443	31	forecast	forecast	NOUN
easat-4600	443	32	(	(	PUNCT
easat-4600	443	33	2018–2040	2018–2040	NUM
easat-4600	443	34	):	):	PUNCT
easat-4600	443	35	a	a	DET
easat-4600	443	36	leap	leap	NOUN
easat-4600	443	37	model	model	NOUN
easat-4600	443	38	application	application	NOUN
easat-4600	443	39	towards	towards	ADP
easat-4600	443	40	a	a	DET
easat-4600	443	41	sustainable	sustainable	ADJ
easat-4600	443	42	power	power	NOUN
easat-4600	443	43	generation	generation	NOUN
easat-4600	443	44	system	system	NOUN
easat-4600	443	45	in	in	ADP
easat-4600	443	46	ecuador	ecuador	NOUN
easat-4600	443	47	,	,	PUNCT
easat-4600	443	48	"	"	PUNCT
easat-4600	443	49	sustainability	sustainability	NOUN
easat-4600	443	50	,	,	PUNCT
easat-4600	443	51	vol	vol	NOUN
easat-4600	443	52	.	.	PROPN
easat-4600	443	53	11	11	NUM
easat-4600	443	54	,	,	PUNCT
easat-4600	443	55	no	no	INTJ
easat-4600	443	56	.	.	NOUN
easat-4600	443	57	19	19	NUM
easat-4600	443	58	,	,	PUNCT
easat-4600	443	59	p.	p.	NOUN
easat-4600	443	60	5316	5316	NUM
easat-4600	443	61	,	,	PUNCT
easat-4600	443	62	2019	2019	NUM
easat-4600	443	63	.	.	PUNCT
easat-4600	444	1	https://doi.org/10.3390/su11195316	https://doi.org/10.3390/su11195316	X
easat-4600	445	1	[	[	X
easat-4600	445	2	28	28	NUM
easat-4600	445	3	]	]	X
easat-4600	445	4	p.	p.	PROPN
easat-4600	445	5	wang	wang	PROPN
easat-4600	445	6	,	,	PUNCT
easat-4600	445	7	c.	c.	PROPN
easat-4600	445	8	wang	wang	PROPN
easat-4600	445	9	,	,	PUNCT
easat-4600	445	10	y.	y.	PROPN
easat-4600	445	11	hu	hu	PROPN
easat-4600	445	12	,	,	PUNCT
easat-4600	445	13	and	and	CCONJ
easat-4600	445	14	z.	z.	PROPN
easat-4600	445	15	liu	liu	PROPN
easat-4600	445	16	,	,	PUNCT
easat-4600	445	17	"	"	PUNCT
easat-4600	445	18	analysis	analysis	NOUN
easat-4600	445	19	of	of	ADP
easat-4600	445	20	energy	energy	NOUN
easat-4600	445	21	consumption	consumption	NOUN
easat-4600	445	22	in	in	ADP
easat-4600	445	23	hunan	hunan	PROPN
easat-4600	445	24	province	province	PROPN
easat-4600	445	25	(	(	PUNCT
easat-4600	445	26	china	china	PROPN
easat-4600	445	27	)	)	PUNCT
easat-4600	445	28	using	use	VERB
easat-4600	445	29	a	a	DET
easat-4600	445	30	lmdi	lmdi	NOUN
easat-4600	445	31	method	method	NOUN
easat-4600	445	32	based	base	VERB
easat-4600	445	33	leap	leap	PROPN
easat-4600	445	34	model	model	NOUN
easat-4600	445	35	,	,	PUNCT
easat-4600	445	36	"	"	PUNCT
easat-4600	445	37	energy	energy	NOUN
easat-4600	445	38	procedia	procedia	NOUN
easat-4600	445	39	,	,	PUNCT
easat-4600	445	40	vol	vol	NOUN
easat-4600	445	41	.	.	PROPN
easat-4600	445	42	142	142	NUM
easat-4600	445	43	,	,	PUNCT
easat-4600	445	44	pp	pp	ADJ
easat-4600	445	45	.	.	PUNCT
easat-4600	446	1	3160	3160	NUM
easat-4600	446	2	-	-	SYM
easat-4600	446	3	3169	3169	NUM
easat-4600	446	4	,	,	PUNCT
easat-4600	446	5	2017	2017	NUM
easat-4600	446	6	.	.	PUNCT
easat-4600	447	1	https://doi.org/10.1016/j.egypro.2017.12.384	https://doi.org/10.1016/j.egypro.2017.12.384	VERB
easat-4600	447	2	[	[	PUNCT
easat-4600	447	3	29	29	NUM
easat-4600	447	4	]	]	PUNCT
easat-4600	447	5	m.	m.	NOUN
easat-4600	447	6	masoomi	masoomi	NOUN
easat-4600	447	7	,	,	PUNCT
easat-4600	447	8	m.	m.	NOUN
easat-4600	447	9	panahi	panahi	NOUN
easat-4600	447	10	,	,	PUNCT
easat-4600	447	11	and	and	CCONJ
easat-4600	447	12	r.	r.	PROPN
easat-4600	447	13	samadi	samadi	NOUN
easat-4600	447	14	,	,	PUNCT
easat-4600	447	15	"	"	PUNCT
easat-4600	447	16	demand	demand	VERB
easat-4600	447	17	side	side	NOUN
easat-4600	447	18	management	management	NOUN
easat-4600	447	19	for	for	ADP
easat-4600	447	20	electricity	electricity	NOUN
easat-4600	447	21	in	in	ADP
easat-4600	447	22	iran	iran	PROPN
easat-4600	447	23	:	:	PUNCT
easat-4600	447	24	cost	cost	NOUN
easat-4600	447	25	and	and	CCONJ
easat-4600	447	26	emission	emission	VERB
easat-4600	447	27	analysis	analysis	NOUN
easat-4600	447	28	using	use	VERB
easat-4600	447	29	leap	leap	PROPN
easat-4600	447	30	modeling	modeling	NOUN
easat-4600	447	31	framework	framework	NOUN
easat-4600	447	32	,	,	PUNCT
easat-4600	447	33	"	"	PUNCT
easat-4600	447	34	environment	environment	NOUN
easat-4600	447	35	,	,	PUNCT
easat-4600	447	36	development	development	NOUN
easat-4600	447	37	and	and	CCONJ
easat-4600	447	38	sustainability	sustainability	NOUN
easat-4600	447	39	,	,	PUNCT
easat-4600	447	40	vol	vol	NOUN
easat-4600	447	41	.	.	PROPN
easat-4600	448	1	24	24	NUM
easat-4600	448	2	,	,	PUNCT
easat-4600	448	3	no	no	INTJ
easat-4600	448	4	.	.	NOUN
easat-4600	448	5	4	4	NUM
easat-4600	448	6	,	,	PUNCT
easat-4600	448	7	pp	pp	ADJ
easat-4600	448	8	.	.	PUNCT
easat-4600	449	1	5667	5667	NUM
easat-4600	449	2	-	-	SYM
easat-4600	449	3	5693	5693	NUM
easat-4600	449	4	,	,	PUNCT
easat-4600	449	5	2022	2022	NUM
easat-4600	449	6	.	.	PUNCT
easat-4600	450	1	https://doi.org/10.1007/s10668-021-01676-7	https://doi.org/10.1007/s10668-021-01676-7	NUM
easat-4600	451	1	[	[	X
easat-4600	451	2	30	30	NUM
easat-4600	451	3	]	]	PUNCT
easat-4600	451	4	x.	x.	NOUN
easat-4600	451	5	ren	ren	PROPN
easat-4600	451	6	,	,	PUNCT
easat-4600	451	7	x.	x.	PROPN
easat-4600	451	8	zhang	zhang	PROPN
easat-4600	451	9	,	,	PUNCT
easat-4600	451	10	c.	c.	PROPN
easat-4600	451	11	yan	yan	PROPN
easat-4600	451	12	,	,	PUNCT
easat-4600	451	13	and	and	CCONJ
easat-4600	451	14	g.	g.	PROPN
easat-4600	451	15	gozgor	gozgor	PROPN
easat-4600	451	16	,	,	PUNCT
easat-4600	451	17	"	"	PUNCT
easat-4600	451	18	climate	climate	NOUN
easat-4600	451	19	policy	policy	NOUN
easat-4600	451	20	uncertainty	uncertainty	NOUN
easat-4600	451	21	and	and	CCONJ
easat-4600	451	22	firm	firm	ADJ
easat-4600	451	23	-	-	PUNCT
easat-4600	451	24	level	level	NOUN
easat-4600	451	25	total	total	ADJ
easat-4600	451	26	factor	factor	NOUN
easat-4600	451	27	productivity	productivity	NOUN
easat-4600	451	28	:	:	PUNCT
easat-4600	451	29	evidence	evidence	NOUN
easat-4600	451	30	from	from	ADP
easat-4600	451	31	china	china	PROPN
easat-4600	451	32	,	,	PUNCT
easat-4600	451	33	"	"	PUNCT
easat-4600	451	34	energy	energy	NOUN
easat-4600	451	35	economics	economic	NOUN
easat-4600	451	36	,	,	PUNCT
easat-4600	451	37	vol	vol	NOUN
easat-4600	451	38	.	.	PROPN
easat-4600	451	39	113	113	NUM
easat-4600	451	40	,	,	PUNCT
easat-4600	451	41	p.	p.	NOUN
easat-4600	451	42	106209	106209	NUM
easat-4600	451	43	,	,	PUNCT
easat-4600	451	44	2022	2022	NUM
easat-4600	451	45	.	.	PUNCT
easat-4600	452	1	https://doi.org/10.1016/j.eneco.2022.106209	https://doi.org/10.1016/j.eneco.2022.106209	PROPN
easat-4600	453	1	[	[	X
easat-4600	453	2	31	31	NUM
easat-4600	453	3	]	]	PUNCT
easat-4600	453	4	s.	s.	PROPN
easat-4600	453	5	wattana	wattana	PROPN
easat-4600	453	6	,	,	PUNCT
easat-4600	453	7	t.	t.	PROPN
easat-4600	453	8	purathanung	purathanung	PROPN
easat-4600	453	9	,	,	PUNCT
easat-4600	453	10	and	and	CCONJ
easat-4600	453	11	b.	b.	PROPN
easat-4600	453	12	wattana	wattana	PROPN
easat-4600	453	13	,	,	PUNCT
easat-4600	453	14	"	"	PUNCT
easat-4600	453	15	impacts	impact	NOUN
easat-4600	453	16	of	of	ADP
easat-4600	453	17	palm	palm	NOUN
easat-4600	453	18	oil	oil	NOUN
easat-4600	453	19	-	-	PUNCT
easat-4600	453	20	based	base	VERB
easat-4600	453	21	biofuel	biofuel	NOUN
easat-4600	453	22	utilization	utilization	NOUN
easat-4600	453	23	promotion	promotion	NOUN
easat-4600	453	24	policy	policy	NOUN
easat-4600	453	25	in	in	ADP
easat-4600	453	26	the	the	DET
easat-4600	453	27	thai	thai	PROPN
easat-4600	453	28	transport	transport	NOUN
easat-4600	453	29	sector	sector	NOUN
easat-4600	453	30	,	,	PUNCT
easat-4600	453	31	"	"	PUNCT
easat-4600	453	32	environmental	environmental	ADJ
easat-4600	453	33	research	research	NOUN
easat-4600	453	34	,	,	PUNCT
easat-4600	453	35	engineering	engineering	NOUN
easat-4600	453	36	and	and	CCONJ
easat-4600	453	37	management	management	NOUN
easat-4600	453	38	,	,	PUNCT
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easat-4600	476	8	"	"	PUNCT
easat-4600	476	9	typical	typical	ADJ
easat-4600	476	10	power	power	NOUN
easat-4600	476	11	burden	burden	NOUN
easat-4600	476	12	curves	curve	NOUN
easat-4600	476	13	of	of	ADP
easat-4600	476	14	provincial	provincial	ADJ
easat-4600	476	15	power	power	NOUN
easat-4600	476	16	grids	grid	NOUN
easat-4600	476	17	in	in	ADP
easat-4600	476	18	china	china	PROPN
easat-4600	476	19	,	,	PUNCT
easat-4600	476	20	beijing	beijing	PROPN
easat-4600	476	21	,	,	PUNCT
easat-4600	476	22	china	china	PROPN
easat-4600	476	23	,	,	PUNCT
easat-4600	476	24	"	"	PUNCT
easat-4600	476	25	retrieved	retrieve	VERB
easat-4600	476	26	:	:	PUNCT
easat-4600	476	27	http://example.com	http://example.com	NUM
easat-4600	476	28	.	.	PUNCT
easat-4600	477	1	[	[	X
easat-4600	477	2	accessed	access	VERB
easat-4600	477	3	2022	2022	NUM
easat-4600	477	4	.	.	PUNCT
easat-4600	478	1	[	[	X
easat-4600	478	2	41	41	NUM
easat-4600	478	3	]	]	X
easat-4600	478	4	ministry	ministry	PROPN
easat-4600	478	5	of	of	ADP
easat-4600	478	6	ecology	ecology	NOUN
easat-4600	478	7	and	and	CCONJ
easat-4600	478	8	environment	environment	NOUN
easat-4600	478	9	of	of	ADP
easat-4600	478	10	china	china	PROPN
easat-4600	478	11	,	,	PUNCT
easat-4600	478	12	technical	technical	ADJ
easat-4600	478	13	specification	specification	NOUN
easat-4600	478	14	for	for	ADP
easat-4600	478	15	pm2.5	pm2.5	DET
easat-4600	478	16	emission	emission	NOUN
easat-4600	478	17	calculation	calculation	NOUN
easat-4600	478	18	for	for	ADP
easat-4600	478	19	thermal	thermal	ADJ
easat-4600	478	20	power	power	NOUN
easat-4600	478	21	plants	plant	NOUN
easat-4600	478	22	,	,	PUNCT
easat-4600	478	23	cement	cement	NOUN
easat-4600	478	24	industry	industry	NOUN
easat-4600	478	25	enterprises	enterprise	NOUN
easat-4600	478	26	2023	2023	NUM
easat-4600	478	27	.	.	PUNCT
easat-4600	479	1	beijing	beijing	PROPN
easat-4600	479	2	,	,	PUNCT
easat-4600	479	3	china	china	PROPN
easat-4600	479	4	:	:	PUNCT
easat-4600	479	5	ministry	ministry	PROPN
easat-4600	479	6	of	of	ADP
easat-4600	479	7	ecology	ecology	NOUN
easat-4600	479	8	and	and	CCONJ
easat-4600	479	9	environment	environment	NOUN
easat-4600	479	10	of	of	ADP
easat-4600	479	11	china	china	PROPN
easat-4600	479	12	,	,	PUNCT
easat-4600	479	13	2023	2023	NUM
easat-4600	479	14	.	.	PUNCT
easat-4600	480	1	[	[	X
easat-4600	480	2	42	42	NUM
easat-4600	480	3	]	]	X
easat-4600	480	4	y.	y.	PROPN
easat-4600	480	5	tang	tang	PROPN
easat-4600	480	6	,	,	PUNCT
easat-4600	480	7	s.	s.	PROPN
easat-4600	480	8	liu	liu	PROPN
easat-4600	480	9	,	,	PUNCT
easat-4600	480	10	y.	y.	PROPN
easat-4600	480	11	deng	deng	PROPN
easat-4600	480	12	,	,	PUNCT
easat-4600	480	13	y.	y.	PROPN
easat-4600	480	14	zhang	zhang	PROPN
easat-4600	480	15	,	,	PUNCT
easat-4600	480	16	l.	l.	PROPN
easat-4600	480	17	yin	yin	PROPN
easat-4600	480	18	,	,	PUNCT
easat-4600	480	19	and	and	CCONJ
easat-4600	480	20	w.	w.	PROPN
easat-4600	480	21	zheng	zheng	PROPN
easat-4600	480	22	,	,	PUNCT
easat-4600	480	23	"	"	PUNCT
easat-4600	480	24	an	an	DET
easat-4600	480	25	improved	improved	ADJ
easat-4600	480	26	method	method	NOUN
easat-4600	480	27	for	for	ADP
easat-4600	480	28	soft	soft	ADJ
easat-4600	480	29	tissue	tissue	NOUN
easat-4600	480	30	modeling	modeling	NOUN
easat-4600	480	31	,	,	PUNCT
easat-4600	480	32	"	"	PUNCT
easat-4600	480	33	biomedical	biomedical	ADJ
easat-4600	480	34	signal	signal	NOUN
easat-4600	480	35	processing	processing	NOUN
easat-4600	480	36	and	and	CCONJ
easat-4600	480	37	control	control	NOUN
easat-4600	480	38	,	,	PUNCT
easat-4600	480	39	vol	vol	NOUN
easat-4600	480	40	.	.	PROPN
easat-4600	480	41	65	65	NUM
easat-4600	480	42	,	,	PUNCT
easat-4600	480	43	p.	p.	NOUN
easat-4600	480	44	102367	102367	NUM
easat-4600	480	45	,	,	PUNCT
easat-4600	480	46	2021	2021	NUM
easat-4600	480	47	.	.	PUNCT
easat-4600	481	1	https://doi.org/10.1016/j.bspc.2020.102367	https://doi.org/10.1016/j.bspc.2020.102367	PROPN
easat-4600	481	2	[	[	X
easat-4600	481	3	43	43	NUM
easat-4600	481	4	]	]	PUNCT
easat-4600	481	5	m.	m.	NOUN
easat-4600	481	6	maaouane	maaouane	NOUN
easat-4600	481	7	,	,	PUNCT
easat-4600	481	8	s.	s.	PROPN
easat-4600	481	9	zouggar	zouggar	PROPN
easat-4600	481	10	,	,	PUNCT
easat-4600	481	11	g.	g.	PROPN
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easat-4600	481	13	,	,	PUNCT
easat-4600	481	14	and	and	CCONJ
easat-4600	481	15	h.	h.	PROPN
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easat-4600	481	17	,	,	PUNCT
easat-4600	481	18	"	"	PUNCT
easat-4600	481	19	modelling	model	VERB
easat-4600	481	20	industry	industry	NOUN
easat-4600	481	21	energy	energy	NOUN
easat-4600	481	22	demand	demand	NOUN
easat-4600	481	23	using	use	VERB
easat-4600	481	24	multiple	multiple	ADJ
easat-4600	481	25	linear	linear	ADJ
easat-4600	481	26	regression	regression	NOUN
easat-4600	481	27	analysis	analysis	NOUN
easat-4600	481	28	based	base	VERB
easat-4600	481	29	on	on	ADP
easat-4600	481	30	consumed	consume	VERB
easat-4600	481	31	quantity	quantity	NOUN
easat-4600	481	32	of	of	ADP
easat-4600	481	33	goods	good	NOUN
easat-4600	481	34	,	,	PUNCT
easat-4600	481	35	"	"	PUNCT
easat-4600	481	36	energy	energy	NOUN
easat-4600	481	37	,	,	PUNCT
easat-4600	481	38	vol	vol	NOUN
easat-4600	481	39	.	.	NOUN
easat-4600	481	40	225	225	NUM
easat-4600	481	41	,	,	PUNCT
easat-4600	481	42	p.	p.	NOUN
easat-4600	481	43	120270	120270	NUM
easat-4600	481	44	,	,	PUNCT
easat-4600	481	45	2021	2021	NUM
easat-4600	481	46	.	.	PUNCT
easat-4600	482	1	https://doi.org/10.1016/j.energy.2021.120270	https://doi.org/10.1016/j.energy.2021.120270	PROPN
easat-4600	483	1	[	[	X
easat-4600	483	2	44	44	NUM
easat-4600	483	3	]	]	PUNCT
easat-4600	483	4	s.	s.	PROPN
easat-4600	483	5	r.	r.	PROPN
easat-4600	483	6	paramati	paramati	PROPN
easat-4600	483	7	,	,	PUNCT
easat-4600	483	8	u.	u.	PROPN
easat-4600	483	9	shahzad	shahzad	PROPN
easat-4600	483	10	,	,	PUNCT
easat-4600	483	11	and	and	CCONJ
easat-4600	483	12	b.	b.	PROPN
easat-4600	483	13	doğan	doğan	PROPN
easat-4600	483	14	,	,	PUNCT
easat-4600	483	15	"	"	PUNCT
easat-4600	483	16	the	the	DET
easat-4600	483	17	role	role	NOUN
easat-4600	483	18	of	of	ADP
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easat-4600	483	20	technology	technology	NOUN
easat-4600	483	21	for	for	ADP
easat-4600	483	22	energy	energy	NOUN
easat-4600	483	23	demand	demand	NOUN
easat-4600	483	24	and	and	CCONJ
easat-4600	483	25	energy	energy	NOUN
easat-4600	483	26	efficiency	efficiency	NOUN
easat-4600	483	27	:	:	PUNCT
easat-4600	483	28	evidence	evidence	NOUN
easat-4600	483	29	from	from	ADP
easat-4600	483	30	oecd	oecd	PROPN
easat-4600	483	31	countries	country	NOUN
easat-4600	483	32	,	,	PUNCT
easat-4600	483	33	"	"	PUNCT
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easat-4600	483	35	and	and	CCONJ
easat-4600	483	36	sustainable	sustainable	ADJ
easat-4600	483	37	energy	energy	NOUN
easat-4600	483	38	reviews	review	NOUN
easat-4600	483	39	,	,	PUNCT
easat-4600	483	40	vol	vol	NOUN
easat-4600	483	41	.	.	PROPN
easat-4600	483	42	153	153	NUM
easat-4600	483	43	,	,	PUNCT
easat-4600	483	44	p.	p.	NOUN
easat-4600	483	45	111735	111735	NUM
easat-4600	483	46	,	,	PUNCT
easat-4600	483	47	2022	2022	NUM
easat-4600	483	48	.	.	PUNCT
easat-4600	484	1	https://doi.org/10.1016/j.rser.2021.111735	https://doi.org/10.1016/j.rser.2021.111735	NOUN
easat-4600	484	2	[	[	X
easat-4600	484	3	45	45	NUM
easat-4600	484	4	]	]	X
easat-4600	484	5	y.	y.	PROPN
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easat-4600	484	10	,	,	PUNCT
easat-4600	484	11	"	"	PUNCT
easat-4600	484	12	the	the	DET
easat-4600	484	13	2022	2022	NUM
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easat-4600	484	18	on	on	ADP
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easat-4600	484	20	neutrality	neutrality	NOUN
easat-4600	484	21	and	and	CCONJ
easat-4600	484	22	clean	clean	ADJ
easat-4600	484	23	air	air	NOUN
easat-4600	484	24	for	for	ADP
easat-4600	484	25	china	china	PROPN
easat-4600	484	26	:	:	PUNCT
easat-4600	484	27	accelerating	accelerate	VERB
easat-4600	484	28	transition	transition	NOUN
easat-4600	484	29	in	in	ADP
easat-4600	484	30	key	key	ADJ
easat-4600	484	31	sectors	sector	NOUN
easat-4600	484	32	,	,	PUNCT
easat-4600	484	33	"	"	PUNCT
easat-4600	484	34	environmental	environmental	ADJ
easat-4600	484	35	science	science	NOUN
easat-4600	484	36	and	and	CCONJ
easat-4600	484	37	ecotechnology	ecotechnology	NOUN
easat-4600	484	38	,	,	PUNCT
easat-4600	484	39	vol	vol	NOUN
easat-4600	484	40	.	.	PROPN
easat-4600	484	41	19	19	NUM
easat-4600	484	42	,	,	PUNCT
easat-4600	484	43	p.	p.	NOUN
easat-4600	484	44	100335	100335	NUM
easat-4600	484	45	,	,	PUNCT
easat-4600	484	46	2024	2024	NUM
easat-4600	484	47	.	.	PUNCT
easat-4600	485	1	https://doi.org/10.1016/j.ese.2023.100335	https://doi.org/10.1016/j.ese.2023.100335	X
easat-4600	486	1	[	[	X
easat-4600	486	2	46	46	NUM
easat-4600	486	3	]	]	X
easat-4600	486	4	huaon	huaon	PROPN
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easat-4600	486	6	network	network	NOUN
easat-4600	486	7	,	,	PUNCT
easat-4600	486	8	"	"	PUNCT
easat-4600	486	9	statistical	statistical	ADJ
easat-4600	486	10	analysis	analysis	NOUN
easat-4600	486	11	of	of	ADP
easat-4600	486	12	hunan	hunan	PROPN
easat-4600	486	13	province	province	PROPN
easat-4600	486	14	's	's	PART
easat-4600	486	15	2023	2023	NUM
easat-4600	486	16	power	power	NOUN
easat-4600	486	17	generation	generation	NOUN
easat-4600	486	18	and	and	CCONJ
easat-4600	486	19	structure	structure	NOUN
easat-4600	486	20	,	,	PUNCT
easat-4600	486	21	"	"	PUNCT
easat-4600	486	22	retrieved	retrieve	VERB
easat-4600	486	23	:	:	PUNCT
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easat-4600	486	25	.	.	PUNCT
easat-4600	487	1	[	[	X
easat-4600	487	2	accessed	access	VERB
easat-4600	487	3	2024	2024	NUM
easat-4600	487	4	.	.	PUNCT
easat-4600	488	1	[	[	X
easat-4600	488	2	47	47	NUM
easat-4600	488	3	]	]	PUNCT
easat-4600	488	4	k.	k.	PROPN
easat-4600	488	5	b.	b.	PROPN
easat-4600	488	6	guerra	guerra	PROPN
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easat-4600	488	8	,	,	PUNCT
easat-4600	488	9	p.	p.	PROPN
easat-4600	488	10	garcía	garcía	ADJ
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easat-4600	488	12	,	,	PUNCT
easat-4600	488	13	r.	r.	PROPN
easat-4600	488	14	e.	e.	PROPN
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easat-4600	488	16	,	,	PUNCT
easat-4600	488	17	and	and	CCONJ
easat-4600	488	18	a.	a.	NOUN
easat-4600	488	19	gómez	gómez	PROPN
easat-4600	488	20	barea	barea	PROPN
easat-4600	488	21	,	,	PUNCT
easat-4600	488	22	"	"	PUNCT
easat-4600	488	23	facing	face	VERB
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easat-4600	488	25	high	high	ADJ
easat-4600	488	26	share	share	NOUN
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easat-4600	488	28	variable	variable	ADJ
easat-4600	488	29	renewable	renewable	ADJ
easat-4600	488	30	energy	energy	NOUN
easat-4600	488	31	in	in	ADP
easat-4600	488	32	the	the	DET
easat-4600	488	33	power	power	NOUN
easat-4600	488	34	system	system	NOUN
easat-4600	488	35	:	:	PUNCT
easat-4600	488	36	flexibility	flexibility	NOUN
easat-4600	488	37	and	and	CCONJ
easat-4600	488	38	stability	stability	NOUN
easat-4600	488	39	requirements	requirement	NOUN
easat-4600	488	40	,	,	PUNCT
easat-4600	488	41	"	"	PUNCT
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easat-4600	488	43	energy	energy	NOUN
easat-4600	488	44	,	,	PUNCT
easat-4600	488	45	vol	vol	NOUN
easat-4600	488	46	.	.	PROPN
easat-4600	488	47	310	310	NUM
easat-4600	488	48	,	,	PUNCT
easat-4600	488	49	p.	p.	NOUN
easat-4600	488	50	118561	118561	NUM
easat-4600	488	51	,	,	PUNCT
easat-4600	488	52	2022	2022	NUM
easat-4600	488	53	.	.	PUNCT
easat-4600	489	1	https://doi.org/10.1016/j.apenergy.2022.118561	https://doi.org/10.1016/j.apenergy.2022.118561	PROPN
easat-4600	490	1	[	[	X
easat-4600	490	2	48	48	NUM
easat-4600	490	3	]	]	X
easat-4600	490	4	hunan	hunan	PROPN
easat-4600	490	5	provincial	provincial	ADJ
easat-4600	490	6	government	government	NOUN
easat-4600	490	7	,	,	PUNCT
easat-4600	490	8	"	"	PUNCT
easat-4600	490	9	hunan	hunan	PROPN
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easat-4600	490	11	new	new	ADJ
easat-4600	490	12	energy	energy	NOUN
easat-4600	490	13	storage	storage	NOUN
easat-4600	490	14	installed	instal	VERB
easat-4600	490	15	capacity	capacity	NOUN
easat-4600	490	16	ranks	rank	VERB
easat-4600	490	17	second	second	ADV
easat-4600	490	18	in	in	ADP
easat-4600	490	19	the	the	DET
easat-4600	490	20	nation	nation	NOUN
easat-4600	490	21	,	,	PUNCT
easat-4600	490	22	"	"	PUNCT
easat-4600	490	23	retrieved	retrieve	VERB
easat-4600	490	24	:	:	PUNCT
easat-4600	491	1	http://www.hunan.gov.cn/hnszf/hnyw/zwdt/202308/t20230802_29451389.html	http://www.hunan.gov.cn/hnszf/hnyw/zwdt/202308/t20230802_29451389.html	PROPN
easat-4600	491	2	.	.	PUNCT
easat-4600	492	1	[	[	X
easat-4600	492	2	accessed	access	VERB
easat-4600	492	3	2023	2023	NUM
easat-4600	492	4	.	.	PUNCT
easat-4600	493	1	[	[	X
easat-4600	493	2	49	49	NUM
easat-4600	493	3	]	]	X
easat-4600	493	4	hunan	hunan	PROPN
easat-4600	493	5	provincial	provincial	ADJ
easat-4600	493	6	development	development	PROPN
easat-4600	493	7	and	and	CCONJ
easat-4600	493	8	reform	reform	NOUN
easat-4600	493	9	commission	commission	PROPN
easat-4600	493	10	,	,	PUNCT
easat-4600	493	11	"	"	PUNCT
easat-4600	493	12	regarding	regard	VERB
easat-4600	493	13	the	the	DET
easat-4600	493	14	release	release	NOUN
easat-4600	493	15	of	of	ADP
easat-4600	493	16	the	the	DET
easat-4600	493	17	province	province	NOUN
easat-4600	493	18	's	's	PART
easat-4600	493	19	2020	2020	NUM
easat-4600	493	20	-	-	SYM
easat-4600	493	21	2021	2021	NUM
easat-4600	493	22	new	new	ADJ
easat-4600	493	23	energy	energy	NOUN
easat-4600	493	24	consumption	consumption	NOUN
easat-4600	493	25	warning	warning	NOUN
easat-4600	493	26	results	result	NOUN
easat-4600	493	27	,	,	PUNCT
easat-4600	493	28	"	"	PUNCT
easat-4600	493	29	retrieved	retrieve	VERB
easat-4600	493	30	:	:	PUNCT
easat-4600	493	31	https://fgw.hunan.gov.cn/xxgk_70899/gzdtf/gzdt/202003/t20200326_11824323.html	https://fgw.hunan.gov.cn/xxgk_70899/gzdtf/gzdt/202003/t20200326_11824323.html	X
easat-4600	493	32	.	.	PUNCT
easat-4600	494	1	[	[	X
easat-4600	494	2	accessed	access	VERB
easat-4600	494	3	2020	2020	NUM
easat-4600	494	4	.	.	PUNCT
easat-4600	495	1	[	[	X
easat-4600	495	2	50	50	NUM
easat-4600	495	3	]	]	PUNCT
easat-4600	495	4	hunan	hunan	PROPN
easat-4600	495	5	provincial	provincial	ADJ
easat-4600	495	6	development	development	PROPN
easat-4600	495	7	and	and	CCONJ
easat-4600	495	8	reform	reform	NOUN
easat-4600	495	9	commission	commission	PROPN
easat-4600	495	10	,	,	PUNCT
easat-4600	495	11	"	"	PUNCT
easat-4600	495	12	notification	notification	NOUN
easat-4600	495	13	on	on	ADP
easat-4600	495	14	the	the	DET
easat-4600	495	15	implementation	implementation	NOUN
easat-4600	495	16	of	of	ADP
easat-4600	495	17	pilot	pilot	NOUN
easat-4600	495	18	projects	project	NOUN
easat-4600	495	19	for	for	ADP
easat-4600	495	20	new	new	ADJ
easat-4600	495	21	energy	energy	NOUN
easat-4600	495	22	generation	generation	NOUN
easat-4600	495	23	with	with	ADP
easat-4600	495	24	new	new	ADJ
easat-4600	495	25	energy	energy	NOUN
easat-4600	495	26	storage	storage	NOUN
easat-4600	495	27	configuration	configuration	NOUN
easat-4600	495	28	in	in	ADP
easat-4600	495	29	2022	2022	NUM
easat-4600	495	30	,	,	PUNCT
easat-4600	495	31	"	"	PUNCT
easat-4600	495	32	changsha	changsha	PROPN
easat-4600	495	33	,	,	PUNCT
easat-4600	495	34	hunan	hunan	PROPN
easat-4600	495	35	province	province	PROPN
easat-4600	495	36	,	,	PUNCT
easat-4600	495	37	china	china	PROPN
easat-4600	495	38	,	,	PUNCT
easat-4600	495	39	"	"	PUNCT
easat-4600	495	40	retrieved	retrieve	VERB
easat-4600	495	41	:	:	PUNCT
easat-4600	495	42	https://mp.weixin.qq.com/s?__biz=mzg5nde5ote4mw==&mid=2247523212&idx=1&sn=12f6f4b3ccc89fea314a	https://mp.weixin.qq.com/s?__biz=mzg5nde5ote4mw==&mid=2247523212&idx=1&sn=12f6f4b3ccc89fea314a	NOUN
easat-4600	495	43	81f1ad55e07b&chksm	81f1ad55e07b&chksm	NUM
easat-4600	495	44	=	=	SYM
easat-4600	495	45	c021ef6cf756667ad3a034c9ce5500e59dcce989bd8b4953faf839c830e1a3b0042c9b30cb1b&scen	c021ef6cf756667ad3a034c9ce5500e59dcce989bd8b4953faf839c830e1a3b0042c9b30cb1b&scen	NOUN
easat-4600	495	46	e=27	e=27	NOUN
easat-4600	495	47	.	.	PUNCT
easat-4600	496	1	[	[	X
easat-4600	496	2	accessed	access	VERB
easat-4600	496	3	2022	2022	NUM
easat-4600	496	4	.	.	PUNCT
easat-4600	497	1	[	[	X
easat-4600	497	2	51	51	NUM
easat-4600	497	3	]	]	X
easat-4600	497	4	hunan	hunan	PROPN
easat-4600	497	5	provincial	provincial	ADJ
easat-4600	497	6	development	development	PROPN
easat-4600	497	7	and	and	CCONJ
easat-4600	497	8	reform	reform	NOUN
easat-4600	497	9	commission	commission	PROPN
easat-4600	497	10	,	,	PUNCT
easat-4600	497	11	"	"	PUNCT
easat-4600	497	12	implementation	implementation	NOUN
easat-4600	497	13	opinions	opinion	NOUN
easat-4600	497	14	on	on	ADP
easat-4600	497	15	accelerating	accelerate	VERB
easat-4600	497	16	the	the	DET
easat-4600	497	17	development	development	NOUN
easat-4600	497	18	of	of	ADP
easat-4600	497	19	electrochemical	electrochemical	ADJ
easat-4600	497	20	energy	energy	NOUN
easat-4600	497	21	storage	storage	NOUN
easat-4600	497	22	in	in	ADP
easat-4600	497	23	hunan	hunan	PROPN
easat-4600	497	24	province	province	PROPN
easat-4600	497	25	in	in	ADP
easat-4600	497	26	2023	2023	NUM
easat-4600	497	27	,	,	PUNCT
easat-4600	497	28	"	"	PUNCT
easat-4600	497	29	changsha	changsha	PROPN
easat-4600	497	30	,	,	PUNCT
easat-4600	497	31	hunan	hunan	PROPN
easat-4600	497	32	province	province	PROPN
easat-4600	497	33	,	,	PUNCT
easat-4600	497	34	china	china	PROPN
easat-4600	497	35	,	,	PUNCT
easat-4600	497	36	"	"	PUNCT
easat-4600	497	37	retrieved	retrieve	VERB
easat-4600	497	38	:	:	PUNCT
easat-4600	497	39	https://www.hnaepi.com.cn/newsinfo/2226672.html	https://www.hnaepi.com.cn/newsinfo/2226672.html	X
easat-4600	497	40	.	.	PUNCT
easat-4600	498	1	[	[	X
easat-4600	498	2	accessed	access	VERB
easat-4600	498	3	2023	2023	NUM
easat-4600	498	4	.	.	PUNCT
easat-4600	499	1	[	[	X
easat-4600	499	2	52	52	NUM
easat-4600	499	3	]	]	PUNCT
easat-4600	499	4	changsha	changsha	PROPN
easat-4600	499	5	municipal	municipal	PROPN
easat-4600	499	6	bureau	bureau	PROPN
easat-4600	499	7	of	of	ADP
easat-4600	499	8	industry	industry	NOUN
easat-4600	499	9	and	and	CCONJ
easat-4600	499	10	information	information	NOUN
easat-4600	499	11	technology	technology	NOUN
easat-4600	499	12	,	,	PUNCT
easat-4600	499	13	"	"	PUNCT
easat-4600	499	14	hunan	hunan	PROPN
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easat-4600	499	16	constructing	construct	VERB
easat-4600	499	17	8	8	NUM
easat-4600	499	18	pumped	pump	VERB
easat-4600	499	19	storage	storage	NOUN
easat-4600	499	20	power	power	NOUN
easat-4600	499	21	stations	station	NOUN
easat-4600	499	22	with	with	ADP
easat-4600	499	23	a	a	DET
easat-4600	499	24	capacity	capacity	NOUN
easat-4600	499	25	of	of	ADP
easat-4600	499	26	11.8	11.8	NUM
easat-4600	499	27	million	million	NUM
easat-4600	499	28	kilowatts	kilowatt	NOUN
easat-4600	499	29	,	,	PUNCT
easat-4600	499	30	with	with	ADP
easat-4600	499	31	a	a	DET
easat-4600	499	32	planned	plan	VERB
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easat-4600	499	34	of	of	ADP
easat-4600	499	35	76.341	76.341	NUM
easat-4600	499	36	billion	billion	NUM
easat-4600	499	37	yuan	yuan	NOUN
easat-4600	499	38	,	,	PUNCT
easat-4600	499	39	"	"	PUNCT
easat-4600	499	40	retrieved	retrieve	VERB
easat-4600	499	41	:	:	PUNCT
easat-4600	499	42	http://csgy.changsha.gov.cn/ztpd/qtzx/202408/t20240808_11517581.htm	http://csgy.changsha.gov.cn/ztpd/qtzx/202408/t20240808_11517581.htm	X
easat-4600	499	43	.	.	PUNCT
easat-4600	500	1	[	[	X
easat-4600	500	2	accessed	access	VERB
easat-4600	500	3	2024	2024	NUM
easat-4600	500	4	.	.	PUNCT
easat-4600	501	1	[	[	X
easat-4600	501	2	53	53	NUM
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easat-4600	501	4	hunan	hunan	PROPN
easat-4600	501	5	provincial	provincial	ADJ
easat-4600	501	6	government	government	NOUN
easat-4600	501	7	portal	portal	NOUN
easat-4600	501	8	,	,	PUNCT
easat-4600	501	9	"	"	PUNCT
easat-4600	501	10	hunan	hunan	PROPN
easat-4600	501	11	provincial	provincial	ADJ
easat-4600	501	12	power	power	NOUN
easat-4600	501	13	supply	supply	NOUN
easat-4600	501	14	capacity	capacity	NOUN
easat-4600	501	15	enhancement	enhancement	NOUN
easat-4600	501	16	action	action	NOUN
easat-4600	501	17	plan	plan	NOUN
easat-4600	501	18	(	(	PUNCT
easat-4600	501	19	20222025	20222025	NUM
easat-4600	501	20	)	)	PUNCT
easat-4600	501	21	,	,	PUNCT
easat-4600	501	22	"	"	PUNCT
easat-4600	501	23	retrieved	retrieve	VERB
easat-4600	501	24	:	:	PUNCT
easat-4600	501	25	https://hunan.gov.cn/topic/2020hnjksc/jkscwzewm/202301/t20230110_29178765.html	https://hunan.gov.cn/topic/2020hnjksc/jkscwzewm/202301/t20230110_29178765.html	X
easat-4600	501	26	.	.	PUNCT
easat-4600	502	1	[	[	X
easat-4600	502	2	accessed	access	VERB
easat-4600	502	3	2023	2023	NUM
easat-4600	502	4	.	.	PUNCT
easat-4600	503	1	[	[	X
easat-4600	503	2	54	54	NUM
easat-4600	503	3	]	]	PUNCT
easat-4600	503	4	zhuzhou	zhuzhou	ADJ
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easat-4600	503	6	and	and	CCONJ
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easat-4600	503	8	commission	commission	PROPN
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easat-4600	503	13	new	new	ADJ
easat-4600	503	14	power	power	NOUN
easat-4600	503	15	system	system	NOUN
easat-4600	503	16	construction	construction	NOUN
easat-4600	503	17	action	action	NOUN
easat-4600	503	18	plan	plan	NOUN
easat-4600	503	19	(	(	PUNCT
easat-4600	503	20	20242025	20242025	NUM
easat-4600	503	21	)	)	PUNCT
easat-4600	503	22	,	,	PUNCT
easat-4600	503	23	"	"	PUNCT
easat-4600	503	24	retrieved	retrieve	VERB
easat-4600	503	25	:	:	PUNCT
easat-4600	503	26	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d588	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d588	NOUN
easat-4600	503	27	0f9512435f4d6&chksm	0f9512435f4d6&chksm	NUM
easat-4600	503	28	=	=	SYM
easat-4600	503	29	e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&s	e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&s	NOUN
easat-4600	503	30	cene=27	cene=27	NOUN
easat-4600	503	31	.	.	PUNCT
easat-4600	504	1	[	[	X
easat-4600	504	2	accessed	access	VERB
easat-4600	504	3	2024	2024	NUM
easat-4600	504	4	.	.	PUNCT
easat-4600	505	1	[	[	X
easat-4600	505	2	55	55	NUM
easat-4600	505	3	]	]	X
easat-4600	505	4	y.	y.	PROPN
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easat-4600	505	7	m.	m.	PROPN
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easat-4600	505	10	and	and	CCONJ
easat-4600	505	11	m.	m.	PROPN
easat-4600	505	12	j.	j.	PROPN
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easat-4600	505	15	"	"	PUNCT
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easat-4600	505	17	utilization	utilization	NOUN
easat-4600	505	18	of	of	ADP
easat-4600	505	19	battery	battery	NOUN
easat-4600	505	20	energy	energy	NOUN
easat-4600	505	21	storage	storage	NOUN
easat-4600	505	22	systems	system	NOUN
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easat-4600	505	25	)	)	PUNCT
easat-4600	505	26	in	in	ADP
easat-4600	505	27	the	the	DET
easat-4600	505	28	major	major	ADJ
easat-4600	505	29	european	european	ADJ
easat-4600	505	30	electricity	electricity	NOUN
easat-4600	505	31	markets	market	NOUN
easat-4600	505	32	,	,	PUNCT
easat-4600	505	33	"	"	PUNCT
easat-4600	505	34	applied	apply	VERB
easat-4600	505	35	energy	energy	NOUN
easat-4600	505	36	,	,	PUNCT
easat-4600	505	37	vol	vol	NOUN
easat-4600	505	38	.	.	PROPN
easat-4600	505	39	322	322	NUM
easat-4600	505	40	,	,	PUNCT
easat-4600	505	41	p.	p.	NOUN
easat-4600	505	42	119512	119512	NUM
easat-4600	505	43	,	,	PUNCT
easat-4600	505	44	2022	2022	NUM
easat-4600	505	45	.	.	PUNCT
easat-4600	506	1	https://doi.org/10.1016/j.apenergy.2022.119512	https://doi.org/10.1016/j.apenergy.2022.119512	PROPN
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easat-4600	507	1	https://doi.org/10.1080/01605682.2021.1892465	https://doi.org/10.1080/01605682.2021.1892465	PROPN
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easat-4600	508	7	https://www.huaon.com/channel/distdata/961147.html	https://www.huaon.com/channel/distdata/961147.html	PROPN
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easat-4600	509	10	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	PROPN
easat-4600	509	11	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	PROPN
easat-4600	509	12	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	https://mp.weixin.qq.com/s?__biz=mzizndu0mjexmw==&mid=2247530827&idx=3&sn=baa01d739689852d5880f9512435f4d6&chksm=e9e71acb75cd78235c7d6f4c54209c012244d0a904a17716e3765c732e05330eda44591666d1&scene=27	PROPN
easat-4600	509	13	https://doi.org/10.1016/j.apenergy.2022.119512	https://doi.org/10.1016/j.apenergy.2022.119512	PROPN
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easat-4600	509	17	science	science	NOUN
easat-4600	509	18	and	and	CCONJ
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easat-4600	509	20	issn	issn	PROPN
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easat-4600	509	22	2576	2576	NUM
easat-4600	509	23	-	-	SYM
easat-4600	509	24	8484	8484	NUM
easat-4600	509	25	vol	vol	NOUN
easat-4600	509	26	.	.	PROPN
easat-4600	510	1	9	9	NUM
easat-4600	510	2	,	,	PUNCT
easat-4600	510	3	no	no	INTJ
easat-4600	510	4	.	.	NOUN
easat-4600	510	5	2	2	NUM
easat-4600	510	6	:	:	PUNCT
easat-4600	510	7	793	793	NUM
easat-4600	510	8	-	-	SYM
easat-4600	510	9	814	814	NUM
easat-4600	510	10	,	,	PUNCT
easat-4600	510	11	2025	2025	NUM
easat-4600	510	12	doi	doi	NOUN
easat-4600	510	13	:	:	PUNCT
easat-4600	510	14	10.55214/25768484.v9i2.4600	10.55214/25768484.v9i2.4600	NUM
easat-4600	510	15	©	©	PROPN
easat-4600	510	16	2025	2025	NUM
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easat-4600	510	18	the	the	DET
easat-4600	510	19	authors	author	NOUN
easat-4600	510	20	;	;	PUNCT
easat-4600	510	21	licensee	licensee	PROPN
easat-4600	510	22	learning	learning	NOUN
easat-4600	510	23	gate	gate	NOUN
easat-4600	511	1	[	[	X
easat-4600	511	2	56	56	NUM
easat-4600	511	3	]	]	X
easat-4600	511	4	w.	w.	PROPN
easat-4600	511	5	ling	ling	PROPN
easat-4600	511	6	,	,	PUNCT
easat-4600	511	7	q.	q.	PROPN
easat-4600	511	8	li	li	PROPN
easat-4600	511	9	,	,	PUNCT
easat-4600	511	10	and	and	CCONJ
easat-4600	511	11	k.	k.	PROPN
easat-4600	511	12	zhang	zhang	PROPN
easat-4600	511	13	,	,	PUNCT
easat-4600	511	14	"	"	PUNCT
easat-4600	511	15	research	research	NOUN
easat-4600	511	16	on	on	ADP
easat-4600	511	17	the	the	DET
easat-4600	511	18	development	development	NOUN
easat-4600	511	19	strategy	strategy	NOUN
easat-4600	511	20	of	of	ADP
easat-4600	511	21	china	china	PROPN
easat-4600	511	22	's	's	PART
easat-4600	511	23	hydrogen	hydrogen	NOUN
easat-4600	511	24	energy	energy	NOUN
easat-4600	511	25	industry	industry	NOUN
easat-4600	511	26	,	,	PUNCT
easat-4600	511	27	"	"	PUNCT
easat-4600	511	28	engineering	engineering	NOUN
easat-4600	511	29	sciences	science	NOUN
easat-4600	511	30	,	,	PUNCT
easat-4600	511	31	vol	vol	NOUN
easat-4600	511	32	.	.	PROPN
easat-4600	512	1	24	24	NUM
easat-4600	512	2	,	,	PUNCT
easat-4600	512	3	no	no	INTJ
easat-4600	512	4	.	.	NOUN
easat-4600	512	5	3	3	NUM
easat-4600	512	6	,	,	PUNCT
easat-4600	512	7	pp	pp	ADJ
easat-4600	512	8	.	.	PUNCT
easat-4600	513	1	80	80	NUM
easat-4600	513	2	-	-	SYM
easat-4600	513	3	88	88	NUM
easat-4600	513	4	,	,	PUNCT
easat-4600	513	5	2022	2022	NUM
easat-4600	513	6	.	.	PUNCT
easat-4600	514	1	https://doi.org/10.15302/j-sscae-2022.03.009	https://doi.org/10.15302/j-sscae-2022.03.009	X
easat-4600	515	1	[	[	X
easat-4600	515	2	57	57	NUM
easat-4600	515	3	]	]	X
easat-4600	515	4	o.	o.	PROPN
easat-4600	515	5	m.	m.	NOUN
easat-4600	515	6	butt	butt	PROPN
easat-4600	515	7	,	,	PUNCT
easat-4600	515	8	m.	m.	NOUN
easat-4600	515	9	zulqarnain	zulqarnain	PROPN
easat-4600	515	10	,	,	PUNCT
easat-4600	515	11	and	and	CCONJ
easat-4600	515	12	t.	t.	PROPN
easat-4600	515	13	m.	m.	PROPN
easat-4600	515	14	butt	butt	PROPN
easat-4600	515	15	,	,	PUNCT
easat-4600	515	16	"	"	PUNCT
easat-4600	515	17	recent	recent	ADJ
easat-4600	515	18	advancement	advancement	NOUN
easat-4600	515	19	in	in	ADP
easat-4600	515	20	smart	smart	ADJ
easat-4600	515	21	grid	grid	NOUN
easat-4600	515	22	technology	technology	NOUN
easat-4600	515	23	:	:	PUNCT
easat-4600	515	24	future	future	ADJ
easat-4600	515	25	prospects	prospect	NOUN
easat-4600	515	26	in	in	ADP
easat-4600	515	27	the	the	DET
easat-4600	515	28	electrical	electrical	ADJ
easat-4600	515	29	power	power	NOUN
easat-4600	515	30	network	network	NOUN
easat-4600	515	31	,	,	PUNCT
easat-4600	515	32	"	"	PUNCT
easat-4600	515	33	ain	ain	PROPN
easat-4600	515	34	shams	sham	NOUN
easat-4600	515	35	engineering	engineering	NOUN
easat-4600	515	36	journal	journal	NOUN
easat-4600	515	37	,	,	PUNCT
easat-4600	515	38	vol	vol	NOUN
easat-4600	515	39	.	.	PROPN
easat-4600	515	40	12	12	NUM
easat-4600	515	41	,	,	PUNCT
easat-4600	515	42	no	no	INTJ
easat-4600	515	43	.	.	NOUN
easat-4600	515	44	1	1	NUM
easat-4600	515	45	,	,	PUNCT
easat-4600	515	46	pp	pp	ADJ
easat-4600	515	47	.	.	PUNCT
easat-4600	516	1	687	687	NUM
easat-4600	516	2	-	-	SYM
easat-4600	516	3	695	695	NUM
easat-4600	516	4	,	,	PUNCT
easat-4600	516	5	2021	2021	NUM
easat-4600	516	6	.	.	PUNCT
easat-4600	517	1	https://doi.org/10.1016/j.asej.2020.05.004	https://doi.org/10.1016/j.asej.2020.05.004	NOUN
easat-4600	517	2	table	table	NOUN
easat-4600	517	3	a1	a1	NOUN
easat-4600	517	4	.	.	PUNCT
easat-4600	518	1	detailed	detailed	ADJ
easat-4600	518	2	experimental	experimental	ADJ
easat-4600	518	3	capacity	capacity	NOUN
easat-4600	518	4	data	datum	NOUN
easat-4600	518	5	for	for	ADP
easat-4600	518	6	different	different	ADJ
easat-4600	518	7	scenarios	scenario	NOUN
easat-4600	518	8	(	(	PUNCT
easat-4600	518	9	unit	unit	NOUN
easat-4600	518	10	:	:	PUNCT
easat-4600	518	11	gw	gw	PROPN
easat-4600	518	12	)	)	PUNCT
easat-4600	518	13	.	.	PUNCT
easat-4600	519	1	scenario	scenario	NOUN
easat-4600	519	2	context	context	NOUN
easat-4600	520	1	202	202	NUM
easat-4600	520	2	2	2	NUM
easat-4600	520	3	202	202	NUM
easat-4600	520	4	3	3	NUM
easat-4600	520	5	202	202	NUM
easat-4600	520	6	4	4	NUM
easat-4600	520	7	202	202	NUM
easat-4600	520	8	5	5	NUM
easat-4600	520	9	202	202	NUM
easat-4600	520	10	6	6	NUM
easat-4600	520	11	202	202	NUM
easat-4600	520	12	7	7	NUM
easat-4600	520	13	202	202	NUM
easat-4600	520	14	8	8	NUM
easat-4600	520	15	202	202	NUM
easat-4600	520	16	9	9	NUM
easat-4600	520	17	203	203	NUM
easat-4600	520	18	0	0	NUM
easat-4600	520	19	203	203	NUM
easat-4600	520	20	1	1	NUM
easat-4600	520	21	203	203	NUM
easat-4600	520	22	2	2	NUM
easat-4600	520	23	203	203	NUM
easat-4600	520	24	3	3	NUM
easat-4600	520	25	203	203	NUM
easat-4600	520	26	4	4	NUM
easat-4600	520	27	203	203	NUM
easat-4600	520	28	5	5	NUM
easat-4600	520	29	bau	bau	PROPN
easat-4600	520	30	scenario	scenario	PROPN
easat-4600	520	31	coal	coal	PROPN
easat-4600	520	32	24.5	24.5	NUM
easat-4600	520	33	24.5	24.5	NUM
easat-4600	520	34	26.5	26.5	NUM
easat-4600	520	35	28.1	28.1	NUM
easat-4600	520	36	30.2	30.2	NUM
easat-4600	520	37	30.5	30.5	NUM
easat-4600	520	38	30.7	30.7	NUM
easat-4600	520	39	31.9	31.9	NUM
easat-4600	520	40	32.4	32.4	NUM
easat-4600	520	41	33.5	33.5	NUM
easat-4600	520	42	34.1	34.1	NUM
easat-4600	520	43	34.6	34.6	NUM
easat-4600	520	44	35.1	35.1	NUM
easat-4600	520	45	35.2	35.2	NUM
easat-4600	520	46	natural	natural	ADJ
easat-4600	520	47	gas	gas	NOUN
easat-4600	520	48	1.2	1.2	NUM
easat-4600	520	49	1.2	1.2	NUM
easat-4600	520	50	2.0	2.0	NUM
easat-4600	520	51	2.1	2.1	NUM
easat-4600	520	52	2.6	2.6	NUM
easat-4600	520	53	3	3	NUM
easat-4600	520	54	3.2	3.2	NUM
easat-4600	520	55	3.2	3.2	NUM
easat-4600	520	56	3.2	3.2	NUM
easat-4600	520	57	3.5	3.5	NUM
easat-4600	520	58	3.5	3.5	NUM
easat-4600	520	59	3.5	3.5	NUM
easat-4600	520	60	3.8	3.8	NUM
easat-4600	520	61	3.8	3.8	NUM
easat-4600	520	62	hydro	hydro	NOUN
easat-4600	520	63	15.9	15.9	NUM
easat-4600	520	64	15.9	15.9	NUM
easat-4600	520	65	16.1	16.1	NUM
easat-4600	520	66	16.3	16.3	NUM
easat-4600	520	67	16.5	16.5	NUM
easat-4600	520	68	16.6	16.6	NUM
easat-4600	520	69	16.7	16.7	NUM
easat-4600	520	70	16.8	16.8	NUM
easat-4600	520	71	16.9	16.9	NUM
easat-4600	520	72	17	17	NUM
easat-4600	520	73	17.1	17.1	NUM
easat-4600	520	74	17.2	17.2	NUM
easat-4600	520	75	17.3	17.3	NUM
easat-4600	520	76	17.4	17.4	NUM
easat-4600	520	77	pump	pump	NOUN
easat-4600	520	78	storage	storage	NOUN
easat-4600	520	79	1.20	1.20	NUM
easat-4600	520	80	1.2	1.2	NUM
easat-4600	520	81	1.3	1.3	NUM
easat-4600	520	82	1.4	1.4	NUM
easat-4600	520	83	1.6	1.6	NUM
easat-4600	520	84	1.7	1.7	NUM
easat-4600	520	85	1.8	1.8	NUM
easat-4600	520	86	1.9	1.9	NUM
easat-4600	520	87	2.1	2.1	NUM
easat-4600	520	88	2.2	2.2	NUM
easat-4600	520	89	2.2	2.2	NUM
easat-4600	520	90	2.3	2.3	NUM
easat-4600	520	91	2.3	2.3	NUM
easat-4600	520	92	2.4	2.4	NUM
easat-4600	520	93	solar	solar	ADJ
easat-4600	520	94	7.6	7.6	NUM
easat-4600	520	95	7.6	7.6	NUM
easat-4600	520	96	9.4	9.4	NUM
easat-4600	520	97	11.2	11.2	NUM
easat-4600	520	98	13	13	NUM
easat-4600	520	99	13.4	13.4	NUM
easat-4600	520	100	13.8	13.8	NUM
easat-4600	520	101	14.2	14.2	NUM
easat-4600	520	102	14.6	14.6	NUM
easat-4600	520	103	15	15	NUM
easat-4600	520	104	17	17	NUM
easat-4600	520	105	19	19	NUM
easat-4600	520	106	21	21	NUM
easat-4600	520	107	23	23	NUM
easat-4600	520	108	wind	wind	NOUN
easat-4600	520	109	8.8	8.8	NUM
easat-4600	520	110	8.8	8.8	NUM
easat-4600	520	111	9.9	9.9	NUM
easat-4600	520	112	10.9	10.9	NUM
easat-4600	520	113	12	12	NUM
easat-4600	520	114	12.2	12.2	NUM
easat-4600	520	115	12.4	12.4	NUM
easat-4600	520	116	12.6	12.6	NUM
easat-4600	520	117	12.8	12.8	NUM
easat-4600	520	118	13	13	NUM
easat-4600	520	119	14	14	NUM
easat-4600	520	120	15	15	NUM
easat-4600	520	121	16	16	NUM
easat-4600	520	122	17	17	NUM
easat-4600	520	123	biomass	biomass	NOUN
easat-4600	520	124	1.1	1.1	NUM
easat-4600	520	125	1.1	1.1	NUM
easat-4600	520	126	1.2	1.2	NUM
easat-4600	520	127	1.4	1.4	NUM
easat-4600	520	128	1.5	1.5	NUM
easat-4600	520	129	1.5	1.5	NUM
easat-4600	520	130	1.5	1.5	NUM
easat-4600	520	131	1.6	1.6	NUM
easat-4600	520	132	1.6	1.6	NUM
easat-4600	520	133	1.6	1.6	NUM
easat-4600	520	134	1.6	1.6	NUM
easat-4600	520	135	1.6	1.6	NUM
easat-4600	520	136	1.6	1.6	NUM
easat-4600	520	137	1.6	1.6	NUM
easat-4600	520	138	other	other	ADJ
easat-4600	520	139	storage	storage	NOUN
easat-4600	520	140	0.8	0.8	NUM
easat-4600	520	141	0.8	0.8	NUM
easat-4600	520	142	1.2	1.2	NUM
easat-4600	520	143	1.6	1.6	NUM
easat-4600	520	144	2	2	NUM
easat-4600	520	145	2	2	NUM
easat-4600	520	146	2	2	NUM
easat-4600	520	147	2	2	NUM
easat-4600	520	148	2	2	NUM
easat-4600	520	149	2	2	NUM
easat-4600	520	150	2	2	NUM
easat-4600	520	151	2	2	NUM
easat-4600	520	152	2	2	NUM
easat-4600	520	153	2	2	NUM
easat-4600	520	154	res	re	NOUN
easat-4600	520	155	scenario	scenario	NOUN
easat-4600	520	156	coal	coal	NOUN
easat-4600	520	157	24.5	24.5	NUM
easat-4600	520	158	26.5	26.5	NUM
easat-4600	520	159	26.5	26.5	NUM
easat-4600	520	160	26.5	26.5	NUM
easat-4600	520	161	26.5	26.5	NUM
easat-4600	520	162	26.5	26.5	NUM
easat-4600	520	163	26.5	26.5	NUM
easat-4600	520	164	26.5	26.5	NUM
easat-4600	520	165	26.5	26.5	NUM
easat-4600	520	166	26.5	26.5	NUM
easat-4600	520	167	26.5	26.5	NUM
easat-4600	520	168	26.5	26.5	NUM
easat-4600	520	169	26.5	26.5	NUM
easat-4600	520	170	26.5	26.5	NUM
easat-4600	520	171	natural	natural	ADJ
easat-4600	520	172	gas	gas	NOUN
easat-4600	520	173	1.2	1.2	NUM
easat-4600	520	174	2.9	2.9	NUM
easat-4600	520	175	2.9	2.9	NUM
easat-4600	520	176	3	3	NUM
easat-4600	520	177	3.2	3.2	NUM
easat-4600	520	178	3.4	3.4	NUM
easat-4600	520	179	3.6	3.6	NUM
easat-4600	520	180	3.8	3.8	NUM
easat-4600	520	181	4	4	NUM
easat-4600	520	182	4	4	NUM
easat-4600	520	183	4.1	4.1	NUM
easat-4600	520	184	4.2	4.2	NUM
easat-4600	520	185	4.3	4.3	NUM
easat-4600	520	186	4.4	4.4	NUM
easat-4600	520	187	hydro	hydro	NOUN
easat-4600	520	188	15.9	15.9	NUM
easat-4600	520	189	16.4	16.4	NUM
easat-4600	520	190	16.4	16.4	NUM
easat-4600	520	191	16.5	16.5	NUM
easat-4600	520	192	16.6	16.6	NUM
easat-4600	520	193	16.7	16.7	NUM
easat-4600	520	194	16.8	16.8	NUM
easat-4600	520	195	16.9	16.9	NUM
easat-4600	520	196	17	17	NUM
easat-4600	520	197	17.1	17.1	NUM
easat-4600	520	198	17.2	17.2	NUM
easat-4600	520	199	17.3	17.3	NUM
easat-4600	520	200	17.4	17.4	NUM
easat-4600	520	201	17.6	17.6	NUM
easat-4600	520	202	pump	pump	NOUN
easat-4600	520	203	storage	storage	NOUN
easat-4600	520	204	1.2	1.2	NUM
easat-4600	520	205	1.2	1.2	NUM
easat-4600	520	206	1.2	1.2	NUM
easat-4600	520	207	1.2	1.2	NUM
easat-4600	520	208	1.2	1.2	NUM
easat-4600	520	209	1.2	1.2	NUM
easat-4600	520	210	1.2	1.2	NUM
easat-4600	520	211	1.2	1.2	NUM
easat-4600	520	212	1.2	1.2	NUM
easat-4600	520	213	1.2	1.2	NUM
easat-4600	520	214	1.2	1.2	NUM
easat-4600	520	215	1.2	1.2	NUM
easat-4600	520	216	1.2	1.2	NUM
easat-4600	520	217	1.2	1.2	NUM
easat-4600	520	218	solar	solar	ADJ
easat-4600	520	219	7.6	7.6	NUM
easat-4600	520	220	9.4	9.4	NUM
easat-4600	520	221	11.2	11.2	NUM
easat-4600	520	222	13	13	NUM
easat-4600	520	223	15.4	15.4	NUM
easat-4600	520	224	17.8	17.8	NUM
easat-4600	520	225	20.2	20.2	NUM
easat-4600	520	226	22.6	22.6	NUM
easat-4600	520	227	25	25	NUM
easat-4600	520	228	28.2	28.2	NUM
easat-4600	520	229	31.4	31.4	NUM
easat-4600	520	230	34.6	34.6	NUM
easat-4600	520	231	37.8	37.8	NUM
easat-4600	520	232	41	41	NUM
easat-4600	520	233	wind	wind	NOUN
easat-4600	520	234	8.8	8.8	NUM
easat-4600	520	235	9.9	9.9	NUM
easat-4600	520	236	10.9	10.9	NUM
easat-4600	520	237	12	12	NUM
easat-4600	520	238	14	14	NUM
easat-4600	520	239	16	16	NUM
easat-4600	520	240	18	18	NUM
easat-4600	520	241	20	20	NUM
easat-4600	520	242	22	22	NUM
easat-4600	520	243	23	23	NUM
easat-4600	520	244	24	24	NUM
easat-4600	520	245	25	25	NUM
easat-4600	520	246	26	26	NUM
easat-4600	520	247	27	27	NUM
easat-4600	520	248	biomass	biomass	NOUN
easat-4600	520	249	1.1	1.1	NUM
easat-4600	520	250	1.2	1.2	NUM
easat-4600	520	251	1.4	1.4	NUM
easat-4600	520	252	1.5	1.5	NUM
easat-4600	520	253	1.5	1.5	NUM
easat-4600	520	254	1.6	1.6	NUM
easat-4600	520	255	1.6	1.6	NUM
easat-4600	520	256	1.7	1.7	NUM
easat-4600	520	257	1.7	1.7	NUM
easat-4600	520	258	1.7	1.7	NUM
easat-4600	520	259	1.7	1.7	NUM
easat-4600	520	260	1.7	1.7	NUM
easat-4600	520	261	1.7	1.7	NUM
easat-4600	520	262	1.7	1.7	NUM
easat-4600	520	263	other	other	ADJ
easat-4600	520	264	storage	storage	NOUN
easat-4600	520	265	0.8	0.8	NUM
easat-4600	520	266	1.2	1.2	NUM
easat-4600	520	267	1.6	1.6	NUM
easat-4600	520	268	2	2	NUM
easat-4600	520	269	2	2	NUM
easat-4600	520	270	2	2	NUM
easat-4600	520	271	2	2	NUM
easat-4600	520	272	2	2	NUM
easat-4600	520	273	2	2	NUM
easat-4600	520	274	2	2	NUM
easat-4600	520	275	2	2	NUM
easat-4600	520	276	2	2	NUM
easat-4600	520	277	2	2	NUM
easat-4600	520	278	2	2	NUM
easat-4600	520	279	hef	hef	NOUN
easat-4600	520	280	scenario	scenario	PROPN
easat-4600	520	281	coal	coal	NOUN
easat-4600	520	282	24.5	24.5	NUM
easat-4600	520	283	26.5	26.5	NUM
easat-4600	520	284	26.5	26.5	NUM
easat-4600	520	285	26.5	26.5	NUM
easat-4600	520	286	26.5	26.5	NUM
easat-4600	520	287	26.5	26.5	NUM
easat-4600	520	288	26.5	26.5	NUM
easat-4600	520	289	26.5	26.5	NUM
easat-4600	520	290	26.5	26.5	NUM
easat-4600	520	291	26.5	26.5	NUM
easat-4600	520	292	26.5	26.5	NUM
easat-4600	520	293	26.5	26.5	NUM
easat-4600	520	294	26.5	26.5	NUM
easat-4600	520	295	26.5	26.5	NUM
easat-4600	520	296	natural	natural	ADJ
easat-4600	520	297	gas	gas	NOUN
easat-4600	520	298	1.2	1.2	NUM
easat-4600	520	299	2.9	2.9	NUM
easat-4600	520	300	2.9	2.9	NUM
easat-4600	520	301	3	3	NUM
easat-4600	520	302	3.2	3.2	NUM
easat-4600	520	303	3.4	3.4	NUM
easat-4600	520	304	3.6	3.6	NUM
easat-4600	520	305	3.8	3.8	NUM
easat-4600	520	306	4	4	NUM
easat-4600	520	307	4	4	NUM
easat-4600	520	308	4.1	4.1	NUM
easat-4600	520	309	4.2	4.2	NUM
easat-4600	520	310	4.3	4.3	NUM
easat-4600	520	311	4.4	4.4	NUM
easat-4600	520	312	hydro	hydro	NOUN
easat-4600	520	313	15.9	15.9	NUM
easat-4600	520	314	16.4	16.4	NUM
easat-4600	520	315	16.4	16.4	NUM
easat-4600	520	316	16.5	16.5	NUM
easat-4600	520	317	16.6	16.6	NUM
easat-4600	520	318	16.7	16.7	NUM
easat-4600	520	319	16.8	16.8	NUM
easat-4600	520	320	16.9	16.9	NUM
easat-4600	520	321	17	17	NUM
easat-4600	520	322	17.1	17.1	NUM
easat-4600	520	323	17.2	17.2	NUM
easat-4600	520	324	17.3	17.3	NUM
easat-4600	520	325	17.4	17.4	NUM
easat-4600	520	326	17.6	17.6	NUM
easat-4600	520	327	pump	pump	NOUN
easat-4600	520	328	storage	storage	NOUN
easat-4600	520	329	1.2	1.2	NUM
easat-4600	520	330	1.2	1.2	NUM
easat-4600	520	331	1.2	1.2	NUM
easat-4600	520	332	1.2	1.2	NUM
easat-4600	520	333	1.2	1.2	NUM
easat-4600	520	334	1.2	1.2	NUM
easat-4600	520	335	1.2	1.2	NUM
easat-4600	520	336	1.2	1.2	NUM
easat-4600	520	337	1.2	1.2	NUM
easat-4600	520	338	1.2	1.2	NUM
easat-4600	520	339	1.2	1.2	NUM
easat-4600	520	340	1.2	1.2	NUM
easat-4600	520	341	1.2	1.2	NUM
easat-4600	520	342	1.2	1.2	NUM
easat-4600	520	343	solar	solar	ADJ
easat-4600	520	344	7.6	7.6	NUM
easat-4600	520	345	9.4	9.4	NUM
easat-4600	520	346	11.2	11.2	NUM
easat-4600	520	347	13	13	NUM
easat-4600	520	348	14.4	14.4	NUM
easat-4600	520	349	15.8	15.8	NUM
easat-4600	520	350	17.2	17.2	NUM
easat-4600	520	351	18.6	18.6	NUM
easat-4600	520	352	20	20	NUM
easat-4600	520	353	22	22	NUM
easat-4600	520	354	24	24	NUM
easat-4600	520	355	26	26	NUM
easat-4600	520	356	28	28	NUM
easat-4600	520	357	30	30	NUM
easat-4600	520	358	wind	wind	NOUN
easat-4600	520	359	8.8	8.8	NUM
easat-4600	520	360	9.9	9.9	NUM
easat-4600	520	361	10.9	10.9	NUM
easat-4600	520	362	12	12	NUM
easat-4600	520	363	13.2	13.2	NUM
easat-4600	520	364	14.4	14.4	NUM
easat-4600	520	365	15.6	15.6	NUM
easat-4600	520	366	16.8	16.8	NUM
easat-4600	520	367	18	18	NUM
easat-4600	520	368	19	19	NUM
easat-4600	520	369	20	20	NUM
easat-4600	520	370	21	21	NUM
easat-4600	520	371	22	22	NUM
easat-4600	520	372	23	23	NUM
easat-4600	520	373	biomass	biomass	NOUN
easat-4600	520	374	1.1	1.1	NUM
easat-4600	520	375	1.2	1.2	NUM
easat-4600	520	376	1.4	1.4	NUM
easat-4600	520	377	1.5	1.5	NUM
easat-4600	520	378	1.5	1.5	NUM
easat-4600	520	379	1.6	1.6	NUM
easat-4600	520	380	1.6	1.6	NUM
easat-4600	520	381	1.7	1.7	NUM
easat-4600	520	382	1.7	1.7	NUM
easat-4600	520	383	1.7	1.7	NUM
easat-4600	520	384	1.7	1.7	NUM
easat-4600	520	385	1.7	1.7	NUM
easat-4600	520	386	1.7	1.7	NUM
easat-4600	520	387	1.7	1.7	NUM
easat-4600	520	388	other	other	ADJ
easat-4600	520	389	storage	storage	NOUN
easat-4600	520	390	0.8	0.8	NUM
easat-4600	520	391	1.2	1.2	NUM
easat-4600	520	392	1.6	1.6	NUM
easat-4600	520	393	2	2	NUM
easat-4600	520	394	2	2	NUM
easat-4600	520	395	2	2	NUM
easat-4600	520	396	2	2	NUM
easat-4600	520	397	2	2	NUM
easat-4600	520	398	2	2	NUM
easat-4600	520	399	2	2	NUM
easat-4600	520	400	2	2	NUM
easat-4600	520	401	2	2	NUM
easat-4600	520	402	2	2	NUM
easat-4600	520	403	2	2	NUM
easat-4600	520	404	hst	hst	PROPN
easat-4600	520	405	scenario	scenario	NOUN
easat-4600	520	406	coal	coal	NOUN
easat-4600	520	407	24.5	24.5	NUM
easat-4600	520	408	26.5	26.5	NUM
easat-4600	520	409	26	26	NUM
easat-4600	520	410	25.5	25.5	NUM
easat-4600	520	411	25.3	25.3	NUM
easat-4600	520	412	25.1	25.1	NUM
easat-4600	520	413	24.9	24.9	NUM
easat-4600	520	414	24.7	24.7	NUM
easat-4600	520	415	24.5	24.5	NUM
easat-4600	520	416	24.3	24.3	NUM
easat-4600	520	417	24.1	24.1	NUM
easat-4600	520	418	23.9	23.9	NUM
easat-4600	520	419	23.7	23.7	NUM
easat-4600	520	420	23.5	23.5	NUM
easat-4600	520	421	natural	natural	ADJ
easat-4600	520	422	gas	gas	NOUN
easat-4600	520	423	1.2	1.2	NUM
easat-4600	520	424	2.9	2.9	NUM
easat-4600	520	425	2.9	2.9	NUM
easat-4600	520	426	3	3	NUM
easat-4600	520	427	3.2	3.2	NUM
easat-4600	520	428	3.4	3.4	NUM
easat-4600	520	429	3.6	3.6	NUM
easat-4600	520	430	3.8	3.8	NUM
easat-4600	520	431	4	4	NUM
easat-4600	520	432	4	4	NUM
easat-4600	520	433	4.1	4.1	NUM
easat-4600	520	434	4.2	4.2	NUM
easat-4600	520	435	4.3	4.3	NUM
easat-4600	520	436	4.4	4.4	NUM
easat-4600	520	437	hydro	hydro	NOUN
easat-4600	520	438	15.9	15.9	NUM
easat-4600	520	439	16.4	16.4	NUM
easat-4600	520	440	16.4	16.4	NUM
easat-4600	520	441	16.5	16.5	NUM
easat-4600	520	442	16.6	16.6	NUM
easat-4600	520	443	16.7	16.7	NUM
easat-4600	520	444	16.8	16.8	NUM
easat-4600	520	445	16.9	16.9	NUM
easat-4600	520	446	17	17	NUM
easat-4600	520	447	17.1	17.1	NUM
easat-4600	520	448	17.2	17.2	NUM
easat-4600	520	449	17.3	17.3	NUM
easat-4600	520	450	17.4	17.4	NUM
easat-4600	520	451	17.6	17.6	NUM
easat-4600	520	452	pump	pump	NOUN
easat-4600	520	453	storage	storage	NOUN
easat-4600	520	454	1.2	1.2	NUM
easat-4600	520	455	1.2	1.2	NUM
easat-4600	520	456	1.4	1.4	NUM
easat-4600	520	457	1.6	1.6	NUM
easat-4600	520	458	2.7	2.7	NUM
easat-4600	520	459	3.9	3.9	NUM
easat-4600	520	460	5.1	5.1	NUM
easat-4600	520	461	6.2	6.2	NUM
easat-4600	520	462	7.4	7.4	NUM
easat-4600	520	463	10	10	NUM
easat-4600	520	464	12.6	12.6	NUM
easat-4600	520	465	15.2	15.2	NUM
easat-4600	520	466	17.8	17.8	NUM
easat-4600	520	467	20.3	20.3	NUM
easat-4600	520	468	solar	solar	ADJ
easat-4600	520	469	7.6	7.6	NUM
easat-4600	520	470	9.4	9.4	NUM
easat-4600	520	471	11.2	11.2	NUM
easat-4600	520	472	13	13	NUM
easat-4600	520	473	14.4	14.4	NUM
easat-4600	520	474	15.8	15.8	NUM
easat-4600	520	475	17.2	17.2	NUM
easat-4600	520	476	18.6	18.6	NUM
easat-4600	520	477	20	20	NUM
easat-4600	520	478	22	22	NUM
easat-4600	520	479	24	24	NUM
easat-4600	520	480	26	26	NUM
easat-4600	520	481	28	28	NUM
easat-4600	520	482	30	30	NUM
easat-4600	520	483	wind	wind	NOUN
easat-4600	520	484	8.8	8.8	NUM
easat-4600	520	485	9.9	9.9	NUM
easat-4600	520	486	10.9	10.9	NUM
easat-4600	520	487	12	12	NUM
easat-4600	520	488	13.2	13.2	NUM
easat-4600	520	489	14.4	14.4	NUM
easat-4600	520	490	15.6	15.6	NUM
easat-4600	520	491	16.8	16.8	NUM
easat-4600	520	492	18	18	NUM
easat-4600	520	493	19	19	NUM
easat-4600	520	494	20	20	NUM
easat-4600	520	495	21	21	NUM
easat-4600	520	496	22	22	NUM
easat-4600	520	497	23	23	NUM
easat-4600	520	498	biomass	biomass	NOUN
easat-4600	520	499	1.1	1.1	NUM
easat-4600	520	500	1.2	1.2	NUM
easat-4600	520	501	1.4	1.4	NUM
easat-4600	520	502	1.5	1.5	NUM
easat-4600	520	503	1.5	1.5	NUM
easat-4600	520	504	1.6	1.6	NUM
easat-4600	520	505	1.6	1.6	NUM
easat-4600	520	506	1.7	1.7	NUM
easat-4600	520	507	1.7	1.7	NUM
easat-4600	520	508	1.7	1.7	NUM
easat-4600	520	509	1.7	1.7	NUM
easat-4600	520	510	1.7	1.7	NUM
easat-4600	520	511	1.7	1.7	NUM
easat-4600	520	512	1.7	1.7	NUM
easat-4600	520	513	other	other	ADJ
easat-4600	520	514	storage	storage	NOUN
easat-4600	520	515	0.8	0.8	NUM
easat-4600	520	516	1.2	1.2	NUM
easat-4600	520	517	1.6	1.6	NUM
easat-4600	520	518	2	2	NUM
easat-4600	520	519	2	2	NUM
easat-4600	520	520	2	2	NUM
easat-4600	520	521	2	2	NUM
easat-4600	520	522	2	2	NUM
easat-4600	520	523	2	2	NUM
easat-4600	520	524	3	3	NUM
easat-4600	520	525	4	4	NUM
easat-4600	520	526	5	5	NUM
easat-4600	520	527	6	6	NUM
easat-4600	520	528	7	7	NUM
easat-4600	520	529	cop	cop	NOUN
easat-4600	520	530	scenario	scenario	NOUN
easat-4600	520	531	coal	coal	NOUN
easat-4600	520	532	24.5	24.5	NUM
easat-4600	520	533	26.5	26.5	NUM
easat-4600	520	534	26	26	NUM
easat-4600	520	535	25.5	25.5	NUM
easat-4600	520	536	25.3	25.3	NUM
easat-4600	520	537	25.1	25.1	NUM
easat-4600	520	538	24.9	24.9	NUM
easat-4600	520	539	24.7	24.7	NUM
easat-4600	520	540	24.5	24.5	NUM
easat-4600	520	541	24.3	24.3	NUM
easat-4600	520	542	24.1	24.1	NUM
easat-4600	520	543	23.9	23.9	NUM
easat-4600	520	544	23.7	23.7	NUM
easat-4600	520	545	23.5	23.5	NUM
easat-4600	520	546	natural	natural	ADJ
easat-4600	520	547	gas	gas	NOUN
easat-4600	520	548	1.2	1.2	NUM
easat-4600	520	549	2.9	2.9	NUM
easat-4600	520	550	2.9	2.9	NUM
easat-4600	520	551	3	3	NUM
easat-4600	520	552	3.2	3.2	NUM
easat-4600	520	553	3.4	3.4	NUM
easat-4600	520	554	3.6	3.6	NUM
easat-4600	520	555	3.8	3.8	NUM
easat-4600	520	556	4	4	NUM
easat-4600	520	557	4	4	NUM
easat-4600	520	558	4.1	4.1	NUM
easat-4600	520	559	4.2	4.2	NUM
easat-4600	520	560	4.3	4.3	NUM
easat-4600	520	561	4.4	4.4	NUM
easat-4600	520	562	hydro	hydro	NOUN
easat-4600	520	563	15.9	15.9	NUM
easat-4600	520	564	16.4	16.4	NUM
easat-4600	520	565	16.4	16.4	NUM
easat-4600	520	566	16.5	16.5	NUM
easat-4600	520	567	16.6	16.6	NUM
easat-4600	520	568	16.7	16.7	NUM
easat-4600	520	569	16.8	16.8	NUM
easat-4600	520	570	16.9	16.9	NUM
easat-4600	520	571	17	17	NUM
easat-4600	520	572	17.1	17.1	NUM
easat-4600	520	573	17.2	17.2	NUM
easat-4600	520	574	17.3	17.3	NUM
easat-4600	520	575	17.4	17.4	NUM
easat-4600	520	576	17.6	17.6	NUM
easat-4600	520	577	pump	pump	NOUN
easat-4600	520	578	storage	storage	NOUN
easat-4600	520	579	1.2	1.2	NUM
easat-4600	520	580	1.2	1.2	NUM
easat-4600	520	581	1.4	1.4	NUM
easat-4600	520	582	1.6	1.6	NUM
easat-4600	520	583	2.7	2.7	NUM
easat-4600	520	584	3.9	3.9	NUM
easat-4600	520	585	5.1	5.1	NUM
easat-4600	520	586	6.2	6.2	NUM
easat-4600	520	587	7.4	7.4	NUM
easat-4600	520	588	10	10	NUM
easat-4600	520	589	12.6	12.6	NUM
easat-4600	520	590	15.2	15.2	NUM
easat-4600	520	591	17.8	17.8	NUM
easat-4600	520	592	20.3	20.3	NUM
easat-4600	520	593	solar	solar	ADJ
easat-4600	520	594	7.6	7.6	NUM
easat-4600	520	595	9.4	9.4	NUM
easat-4600	520	596	11.2	11.2	NUM
easat-4600	520	597	13	13	NUM
easat-4600	520	598	15.4	15.4	NUM
easat-4600	520	599	17.8	17.8	NUM
easat-4600	520	600	20.2	20.2	NUM
easat-4600	520	601	22.6	22.6	NUM
easat-4600	520	602	25	25	NUM
easat-4600	520	603	28.2	28.2	NUM
easat-4600	520	604	31.4	31.4	NUM
easat-4600	520	605	34.6	34.6	NUM
easat-4600	520	606	37.8	37.8	NUM
easat-4600	520	607	41	41	NUM
easat-4600	520	608	wind	wind	NOUN
easat-4600	520	609	8.8	8.8	NUM
easat-4600	520	610	9.9	9.9	NUM
easat-4600	520	611	10.9	10.9	NUM
easat-4600	520	612	12	12	NUM
easat-4600	520	613	14	14	NUM
easat-4600	520	614	16	16	NUM
easat-4600	520	615	18	18	NUM
easat-4600	520	616	20	20	NUM
easat-4600	520	617	22	22	NUM
easat-4600	520	618	23	23	NUM
easat-4600	520	619	24	24	NUM
easat-4600	520	620	25	25	NUM
easat-4600	520	621	26	26	NUM
easat-4600	520	622	27	27	NUM
easat-4600	520	623	biomass	biomass	NOUN
easat-4600	520	624	1.1	1.1	NUM
easat-4600	520	625	1.2	1.2	NUM
easat-4600	520	626	1.4	1.4	NUM
easat-4600	520	627	1.5	1.5	NUM
easat-4600	520	628	1.5	1.5	NUM
easat-4600	520	629	1.6	1.6	NUM
easat-4600	520	630	1.6	1.6	NUM
easat-4600	520	631	1.7	1.7	NUM
easat-4600	520	632	1.7	1.7	NUM
easat-4600	520	633	1.7	1.7	NUM
easat-4600	520	634	1.7	1.7	NUM
easat-4600	520	635	1.7	1.7	NUM
easat-4600	520	636	1.7	1.7	NUM
easat-4600	520	637	1.7	1.7	NUM
easat-4600	520	638	other	other	ADJ
easat-4600	520	639	storage	storage	NOUN
easat-4600	520	640	0.8	0.8	NUM
easat-4600	520	641	1.2	1.2	NUM
easat-4600	520	642	1.6	1.6	NUM
easat-4600	520	643	2	2	NUM
easat-4600	520	644	2	2	NUM
easat-4600	520	645	2	2	NUM
easat-4600	520	646	2	2	NUM
easat-4600	520	647	2	2	NUM
easat-4600	520	648	2	2	NUM
easat-4600	520	649	3	3	NUM
easat-4600	520	650	4	4	NUM
easat-4600	520	651	5	5	NUM
easat-4600	520	652	6	6	NUM
easat-4600	520	653	7	7	NUM
easat-4600	520	654	https://doi.org/10.15302/j-sscae-2022.03.009	https://doi.org/10.15302/j-sscae-2022.03.009	X
easat-4600	520	655	https://doi.org/10.1016/j.asej.2020.05.004	https://doi.org/10.1016/j.asej.2020.05.004	PROPN