id	sid	tid	token	lemma	pos
iajs-3922	1	1	439	439	NUM
iajs-3922	1	2	©	©	PROPN
iajs-3922	1	3	2024	2024	NUM
iajs-3922	1	4	the	the	DET
iajs-3922	1	5	author(s	author(s	NOUN
iajs-3922	1	6	)	)	PUNCT
iajs-3922	1	7	.	.	PUNCT
iajs-3922	2	1	published	publish	VERB
iajs-3922	2	2	by	by	ADP
iajs-3922	2	3	college	college	NOUN
iajs-3922	2	4	of	of	ADP
iajs-3922	2	5	education	education	NOUN
iajs-3922	2	6	for	for	ADP
iajs-3922	2	7	pure	pure	ADJ
iajs-3922	2	8	science	science	NOUN
iajs-3922	2	9	(	(	PUNCT
iajs-3922	2	10	ibn	ibn	PROPN
iajs-3922	2	11	al	al	PROPN
iajs-3922	2	12	-	-	PUNCT
iajs-3922	2	13	haitham	haitham	PROPN
iajs-3922	2	14	)	)	PUNCT
iajs-3922	2	15	,	,	PUNCT
iajs-3922	2	16	university	university	NOUN
iajs-3922	2	17	of	of	ADP
iajs-3922	2	18	baghdad	baghdad	PROPN
iajs-3922	2	19	.	.	PUNCT
iajs-3922	3	1	this	this	PRON
iajs-3922	3	2	is	be	AUX
iajs-3922	3	3	an	an	DET
iajs-3922	3	4	open	open	ADJ
iajs-3922	3	5	-	-	PUNCT
iajs-3922	3	6	access	access	NOUN
iajs-3922	3	7	article	article	NOUN
iajs-3922	3	8	distributed	distribute	VERB
iajs-3922	3	9	under	under	ADP
iajs-3922	3	10	the	the	DET
iajs-3922	3	11	terms	term	NOUN
iajs-3922	3	12	of	of	ADP
iajs-3922	3	13	the	the	DET
iajs-3922	3	14	creative	creative	ADJ
iajs-3922	3	15	commons	common	NOUN
iajs-3922	3	16	attribution	attribution	NOUN
iajs-3922	3	17	4.0	4.0	NUM
iajs-3922	3	18	international	international	ADJ
iajs-3922	3	19	license	license	NOUN
iajs-3922	3	20	ibn	ibn	PROPN
iajs-3922	3	21	al	al	PROPN
iajs-3922	3	22	-	-	PUNCT
iajs-3922	3	23	haitham	haitham	PROPN
iajs-3922	3	24	journal	journal	PROPN
iajs-3922	3	25	for	for	ADP
iajs-3922	3	26	pure	pure	ADJ
iajs-3922	3	27	and	and	CCONJ
iajs-3922	3	28	applied	applied	ADJ
iajs-3922	3	29	sciences	sciences	PROPN
iajs-3922	3	30	journal	journal	PROPN
iajs-3922	3	31	homepage	homepage	NOUN
iajs-3922	3	32	:	:	PUNCT
iajs-3922	3	33	jih.uobaghdad.edu.iq	jih.uobaghdad.edu.iq	NOUN
iajs-3922	3	34	pissn	pissn	ADJ
iajs-3922	3	35	:	:	PUNCT
iajs-3922	3	36	1609	1609	NUM
iajs-3922	3	37	-	-	SYM
iajs-3922	3	38	4042	4042	NUM
iajs-3922	3	39	,	,	PUNCT
iajs-3922	3	40	eissn	eissn	NOUN
iajs-3922	3	41	:	:	PUNCT
iajs-3922	3	42	2521	2521	NUM
iajs-3922	3	43	-	-	SYM
iajs-3922	3	44	3407	3407	NUM
iajs-3922	3	45	ihjpas	ihjpa	NOUN
iajs-3922	3	46	.	.	PUNCT
iajs-3922	4	1	2024	2024	NUM
iajs-3922	4	2	,	,	PUNCT
iajs-3922	4	3	37(4	37(4	NUM
iajs-3922	4	4	)	)	PUNCT
iajs-3922	4	5	the	the	DET
iajs-3922	4	6	intelligent	intelligent	ADJ
iajs-3922	4	7	data	datum	NOUN
iajs-3922	4	8	analysis	analysis	NOUN
iajs-3922	4	9	techniques	technique	NOUN
iajs-3922	4	10	and	and	CCONJ
iajs-3922	4	11	its	its	PRON
iajs-3922	4	12	significant	significant	ADJ
iajs-3922	4	13	impact	impact	NOUN
iajs-3922	4	14	on	on	ADP
iajs-3922	4	15	managing	manage	VERB
iajs-3922	4	16	renewable	renewable	ADJ
iajs-3922	4	17	energy	energy	NOUN
iajs-3922	4	18	resources	resource	NOUN
iajs-3922	4	19	ghada	ghada	PROPN
iajs-3922	4	20	s.	s.	PROPN
iajs-3922	4	21	mohammed1	mohammed1	PROPN
iajs-3922	4	22	,	,	PUNCT
iajs-3922	4	23	*	*	PUNCT
iajs-3922	4	24	,	,	PUNCT
iajs-3922	4	25	osama	osama	PROPN
iajs-3922	4	26	basil	basil	NOUN
iajs-3922	4	27	ghazi	ghazi	NOUN
iajs-3922	4	28	2	2	NUM
iajs-3922	4	29	,	,	PUNCT
iajs-3922	4	30	ahmed	ahmed	PROPN
iajs-3922	4	31	basil	basil	PROPN
iajs-3922	4	32	ghazi3	ghazi3	PROPN
iajs-3922	4	33	and	and	CCONJ
iajs-3922	4	34	salahuddin	salahuddin	VERB
iajs-3922	4	35	i.	i.	PROPN
iajs-3922	4	36	abdrabba4	abdrabba4	PROPN
iajs-3922	4	37	1	1	NUM
iajs-3922	4	38	,	,	PUNCT
iajs-3922	4	39	2department	2department	NUM
iajs-3922	4	40	of	of	ADP
iajs-3922	4	41	computer	computer	NOUN
iajs-3922	4	42	engineering	engineering	NOUN
iajs-3922	4	43	techniques	technique	NOUN
iajs-3922	4	44	,	,	PUNCT
iajs-3922	4	45	madenat	madenat	PROPN
iajs-3922	4	46	alelem	alelem	PROPN
iajs-3922	4	47	university	university	PROPN
iajs-3922	4	48	college	college	PROPN
iajs-3922	4	49	,	,	PUNCT
iajs-3922	4	50	baghdad	baghdad	PROPN
iajs-3922	4	51	,	,	PUNCT
iajs-3922	4	52	iraq	iraq	PROPN
iajs-3922	4	53	.	.	PUNCT
iajs-3922	5	1	3department	3department	NUM
iajs-3922	5	2	of	of	ADP
iajs-3922	5	3	computer	computer	NOUN
iajs-3922	5	4	,	,	PUNCT
iajs-3922	5	5	college	college	NOUN
iajs-3922	5	6	of	of	ADP
iajs-3922	5	7	education	education	NOUN
iajs-3922	5	8	for	for	ADP
iajs-3922	5	9	pure	pure	ADJ
iajs-3922	5	10	science	science	NOUN
iajs-3922	5	11	(	(	PUNCT
iajs-3922	5	12	ibn	ibn	PROPN
iajs-3922	5	13	al	al	PROPN
iajs-3922	5	14	-	-	PUNCT
iajs-3922	5	15	haitham	haitham	PROPN
iajs-3922	5	16	)	)	PUNCT
iajs-3922	5	17	,	,	PUNCT
iajs-3922	5	18	university	university	NOUN
iajs-3922	5	19	of	of	ADP
iajs-3922	5	20	baghdad	baghdad	PROPN
iajs-3922	5	21	,	,	PUNCT
iajs-3922	5	22	baghdad	baghdad	PROPN
iajs-3922	5	23	,	,	PUNCT
iajs-3922	5	24	iraq	iraq	PROPN
iajs-3922	5	25	.	.	PUNCT
iajs-3922	6	1	4department	4department	NUM
iajs-3922	6	2	of	of	ADP
iajs-3922	6	3	electrical	electrical	ADJ
iajs-3922	6	4	and	and	CCONJ
iajs-3922	6	5	electronic	electronic	ADJ
iajs-3922	6	6	engineering	engineering	NOUN
iajs-3922	6	7	,	,	PUNCT
iajs-3922	6	8	university	university	NOUN
iajs-3922	6	9	of	of	ADP
iajs-3922	6	10	omar	omar	PROPN
iajs-3922	6	11	al_mukhtar	al_mukhtar	PROPN
iajs-3922	6	12	,	,	PUNCT
iajs-3922	6	13	al	al	PROPN
iajs-3922	6	14	-	-	PUNCT
iajs-3922	6	15	bayda	bayda	ADJ
iajs-3922	6	16	,	,	PUNCT
iajs-3922	6	17	libya	libya	PROPN
iajs-3922	6	18	.	.	PUNCT
iajs-3922	7	1	*	*	PUNCT
iajs-3922	7	2	corresponding	correspond	VERB
iajs-3922	7	3	author	author	NOUN
iajs-3922	7	4	.	.	PUNCT
iajs-3922	8	1	received	receive	VERB
iajs-3922	8	2	:	:	PUNCT
iajs-3922	8	3	17	17	NUM
iajs-3922	8	4	february	february	NOUN
iajs-3922	8	5	2024	2024	NUM
iajs-3922	8	6	accepted	accept	VERB
iajs-3922	8	7	:	:	PUNCT
iajs-3922	8	8	5	5	NUM
iajs-3922	8	9	may	may	PROPN
iajs-3922	8	10	2024	2024	NUM
iajs-3922	8	11	published	publish	VERB
iajs-3922	8	12	:	:	PUNCT
iajs-3922	8	13	20	20	NUM
iajs-3922	8	14	october	october	NOUN
iajs-3922	8	15	2024	2024	NUM
iajs-3922	9	1	doi.org/10.30526/37.4.3922	doi.org/10.30526/37.4.3922	NOUN
iajs-3922	9	2	abstract	abstract	ADV
iajs-3922	9	3	accelerated	accelerate	VERB
iajs-3922	9	4	technological	technological	ADJ
iajs-3922	9	5	development	development	NOUN
iajs-3922	9	6	has	have	VERB
iajs-3922	9	7	a	a	DET
iajs-3922	9	8	significant	significant	ADJ
iajs-3922	9	9	role	role	NOUN
iajs-3922	9	10	in	in	ADP
iajs-3922	9	11	highly	highly	ADV
iajs-3922	9	12	increasing	increase	VERB
iajs-3922	9	13	energy	energy	NOUN
iajs-3922	9	14	demand	demand	NOUN
iajs-3922	9	15	,	,	PUNCT
iajs-3922	9	16	which	which	PRON
iajs-3922	9	17	enhances	enhance	VERB
iajs-3922	9	18	the	the	DET
iajs-3922	9	19	interest	interest	NOUN
iajs-3922	9	20	of	of	ADP
iajs-3922	9	21	companies	company	NOUN
iajs-3922	9	22	and	and	CCONJ
iajs-3922	9	23	governments	government	NOUN
iajs-3922	9	24	in	in	ADP
iajs-3922	9	25	adopting	adopt	VERB
iajs-3922	9	26	renewable	renewable	ADJ
iajs-3922	9	27	energy	energy	NOUN
iajs-3922	9	28	sources	source	NOUN
iajs-3922	9	29	and	and	CCONJ
iajs-3922	9	30	finding	find	VERB
iajs-3922	9	31	new	new	ADJ
iajs-3922	9	32	technologies	technology	NOUN
iajs-3922	9	33	that	that	PRON
iajs-3922	9	34	enable	enable	VERB
iajs-3922	9	35	the	the	DET
iajs-3922	9	36	effective	effective	ADJ
iajs-3922	9	37	use	use	NOUN
iajs-3922	9	38	of	of	ADP
iajs-3922	9	39	these	these	DET
iajs-3922	9	40	sources	source	NOUN
iajs-3922	9	41	,	,	PUNCT
iajs-3922	9	42	such	such	ADJ
iajs-3922	9	43	as	as	ADP
iajs-3922	9	44	techniques	technique	NOUN
iajs-3922	9	45	for	for	ADP
iajs-3922	9	46	predicting	predict	VERB
iajs-3922	9	47	the	the	DET
iajs-3922	9	48	amounts	amount	NOUN
iajs-3922	9	49	of	of	ADP
iajs-3922	9	50	generated	generate	VERB
iajs-3922	9	51	and	and	CCONJ
iajs-3922	9	52	consumed	consume	VERB
iajs-3922	9	53	energy	energy	NOUN
iajs-3922	9	54	,	,	PUNCT
iajs-3922	9	55	technologies	technology	NOUN
iajs-3922	9	56	of	of	ADP
iajs-3922	9	57	energy	energy	NOUN
iajs-3922	9	58	storage	storage	NOUN
iajs-3922	9	59	,	,	PUNCT
iajs-3922	9	60	and	and	CCONJ
iajs-3922	9	61	others	other	NOUN
iajs-3922	9	62	.	.	PUNCT
iajs-3922	10	1	the	the	DET
iajs-3922	10	2	high	high	ADJ
iajs-3922	10	3	complexity	complexity	NOUN
iajs-3922	10	4	of	of	ADP
iajs-3922	10	5	energy	energy	NOUN
iajs-3922	10	6	networks	network	NOUN
iajs-3922	10	7	also	also	ADV
iajs-3922	10	8	necessitates	necessitate	VERB
iajs-3922	10	9	intelligent	intelligent	ADJ
iajs-3922	10	10	systems	system	NOUN
iajs-3922	10	11	to	to	PART
iajs-3922	10	12	manage	manage	VERB
iajs-3922	10	13	energy	energy	NOUN
iajs-3922	10	14	production	production	NOUN
iajs-3922	10	15	and	and	CCONJ
iajs-3922	10	16	distribution	distribution	NOUN
iajs-3922	10	17	with	with	ADP
iajs-3922	10	18	high	high	ADJ
iajs-3922	10	19	efficiency	efficiency	NOUN
iajs-3922	10	20	,	,	PUNCT
iajs-3922	10	21	which	which	PRON
iajs-3922	10	22	is	be	AUX
iajs-3922	10	23	based	base	VERB
iajs-3922	10	24	on	on	ADP
iajs-3922	10	25	intelligent	intelligent	ADJ
iajs-3922	10	26	data	datum	NOUN
iajs-3922	10	27	analysis	analysis	NOUN
iajs-3922	10	28	techniques	technique	NOUN
iajs-3922	10	29	.	.	PUNCT
iajs-3922	11	1	this	this	DET
iajs-3922	11	2	paper	paper	NOUN
iajs-3922	11	3	conducts	conduct	VERB
iajs-3922	11	4	a	a	DET
iajs-3922	11	5	comprehensive	comprehensive	ADJ
iajs-3922	11	6	analysis	analysis	NOUN
iajs-3922	11	7	of	of	ADP
iajs-3922	11	8	the	the	DET
iajs-3922	11	9	critical	critical	ADJ
iajs-3922	11	10	impact	impact	NOUN
iajs-3922	11	11	of	of	ADP
iajs-3922	11	12	intelligent	intelligent	ADJ
iajs-3922	11	13	data	datum	NOUN
iajs-3922	11	14	analysis	analysis	NOUN
iajs-3922	11	15	techniques	technique	NOUN
iajs-3922	11	16	(	(	PUNCT
iajs-3922	11	17	deep	deep	ADJ
iajs-3922	11	18	learning	learning	NOUN
iajs-3922	11	19	and	and	CCONJ
iajs-3922	11	20	machine	machine	NOUN
iajs-3922	11	21	learning	learning	NOUN
iajs-3922	11	22	)	)	PUNCT
iajs-3922	11	23	in	in	ADP
iajs-3922	11	24	the	the	DET
iajs-3922	11	25	management	management	NOUN
iajs-3922	11	26	of	of	ADP
iajs-3922	11	27	renewable	renewable	ADJ
iajs-3922	11	28	energy	energy	NOUN
iajs-3922	11	29	systems	system	NOUN
iajs-3922	11	30	.	.	PUNCT
iajs-3922	12	1	machine	machine	NOUN
iajs-3922	12	2	learning	learning	NOUN
iajs-3922	12	3	uses	use	VERB
iajs-3922	12	4	previous	previous	ADJ
iajs-3922	12	5	data	datum	NOUN
iajs-3922	12	6	to	to	PART
iajs-3922	12	7	forecast	forecast	VERB
iajs-3922	12	8	and	and	CCONJ
iajs-3922	12	9	optimize	optimize	VERB
iajs-3922	12	10	energy	energy	NOUN
iajs-3922	12	11	production	production	NOUN
iajs-3922	12	12	and	and	CCONJ
iajs-3922	12	13	consumption	consumption	NOUN
iajs-3922	12	14	.	.	PUNCT
iajs-3922	13	1	while	while	SCONJ
iajs-3922	13	2	deep	deep	ADJ
iajs-3922	13	3	learning	learning	NOUN
iajs-3922	13	4	excels	excel	NOUN
iajs-3922	13	5	at	at	ADP
iajs-3922	13	6	dealing	deal	VERB
iajs-3922	13	7	with	with	ADP
iajs-3922	13	8	complex	complex	ADJ
iajs-3922	13	9	connections	connection	NOUN
iajs-3922	13	10	and	and	CCONJ
iajs-3922	13	11	non	non	ADJ
iajs-3922	13	12	-	-	ADJ
iajs-3922	13	13	linear	linear	ADJ
iajs-3922	13	14	patterns	pattern	NOUN
iajs-3922	13	15	,	,	PUNCT
iajs-3922	13	16	the	the	DET
iajs-3922	13	17	analysis	analysis	NOUN
iajs-3922	13	18	showed	show	VERB
iajs-3922	13	19	that	that	SCONJ
iajs-3922	13	20	using	use	VERB
iajs-3922	13	21	and	and	CCONJ
iajs-3922	13	22	developing	develop	VERB
iajs-3922	13	23	these	these	DET
iajs-3922	13	24	technologies	technology	NOUN
iajs-3922	13	25	in	in	ADP
iajs-3922	13	26	renewable	renewable	ADJ
iajs-3922	13	27	energy	energy	NOUN
iajs-3922	13	28	applications	application	NOUN
iajs-3922	13	29	improves	improve	VERB
iajs-3922	13	30	decision	decision	NOUN
iajs-3922	13	31	-	-	PUNCT
iajs-3922	13	32	making	make	VERB
iajs-3922	13	33	processes	process	NOUN
iajs-3922	13	34	by	by	ADP
iajs-3922	13	35	providing	provide	VERB
iajs-3922	13	36	more	more	ADV
iajs-3922	13	37	accurate	accurate	ADJ
iajs-3922	13	38	predictions	prediction	NOUN
iajs-3922	13	39	,	,	PUNCT
iajs-3922	13	40	highly	highly	ADV
iajs-3922	13	41	efficient	efficient	ADJ
iajs-3922	13	42	resource	resource	NOUN
iajs-3922	13	43	usage	usage	NOUN
iajs-3922	13	44	,	,	PUNCT
iajs-3922	13	45	minimizing	minimize	VERB
iajs-3922	13	46	complexity	complexity	NOUN
iajs-3922	13	47	in	in	ADP
iajs-3922	13	48	the	the	DET
iajs-3922	13	49	computations	computation	NOUN
iajs-3922	13	50	and	and	CCONJ
iajs-3922	13	51	time	time	NOUN
iajs-3922	13	52	of	of	ADP
iajs-3922	13	53	system	system	NOUN
iajs-3922	13	54	implementation	implementation	NOUN
iajs-3922	13	55	,	,	PUNCT
iajs-3922	13	56	and	and	CCONJ
iajs-3922	13	57	creating	create	VERB
iajs-3922	13	58	robust	robust	ADJ
iajs-3922	13	59	renewable	renewable	ADJ
iajs-3922	13	60	energy	energy	NOUN
iajs-3922	13	61	systems	system	NOUN
iajs-3922	13	62	with	with	ADP
iajs-3922	13	63	minimum	minimum	ADJ
iajs-3922	13	64	cost	cost	NOUN
iajs-3922	13	65	.	.	PUNCT
iajs-3922	14	1	as	as	SCONJ
iajs-3922	14	2	the	the	DET
iajs-3922	14	3	renewable	renewable	ADJ
iajs-3922	14	4	energy	energy	NOUN
iajs-3922	14	5	sector	sector	NOUN
iajs-3922	14	6	grows	grow	VERB
iajs-3922	14	7	,	,	PUNCT
iajs-3922	14	8	combining	combine	VERB
iajs-3922	14	9	deep	deep	ADJ
iajs-3922	14	10	learning	learning	NOUN
iajs-3922	14	11	(	(	PUNCT
iajs-3922	14	12	dl	dl	NOUN
iajs-3922	14	13	)	)	PUNCT
iajs-3922	14	14	and	and	CCONJ
iajs-3922	14	15	machine	machine	NOUN
iajs-3922	14	16	learning	learning	NOUN
iajs-3922	14	17	(	(	PUNCT
iajs-3922	14	18	ml	ml	NOUN
iajs-3922	14	19	)	)	PUNCT
iajs-3922	14	20	will	will	AUX
iajs-3922	14	21	be	be	AUX
iajs-3922	14	22	critical	critical	ADJ
iajs-3922	14	23	to	to	ADP
iajs-3922	14	24	encouraging	encourage	VERB
iajs-3922	14	25	efficient	efficient	ADJ
iajs-3922	14	26	investment	investment	NOUN
iajs-3922	14	27	and	and	CCONJ
iajs-3922	14	28	intelligent	intelligent	ADJ
iajs-3922	14	29	management	management	NOUN
iajs-3922	14	30	practices	practice	NOUN
iajs-3922	14	31	in	in	ADP
iajs-3922	14	32	renewable	renewable	ADJ
iajs-3922	14	33	energy	energy	NOUN
iajs-3922	14	34	and	and	CCONJ
iajs-3922	14	35	sustainability	sustainability	NOUN
iajs-3922	14	36	applications	application	NOUN
iajs-3922	14	37	.	.	PUNCT
iajs-3922	15	1	keywords	keyword	NOUN
iajs-3922	15	2	:	:	PUNCT
iajs-3922	15	3	renewable	renewable	ADJ
iajs-3922	15	4	energy	energy	NOUN
iajs-3922	15	5	,	,	PUNCT
iajs-3922	15	6	intelligent	intelligent	ADJ
iajs-3922	15	7	data	datum	NOUN
iajs-3922	15	8	analysis	analysis	NOUN
iajs-3922	15	9	,	,	PUNCT
iajs-3922	15	10	deep	deep	ADJ
iajs-3922	15	11	learning	learning	NOUN
iajs-3922	15	12	,	,	PUNCT
iajs-3922	15	13	machine	machine	NOUN
iajs-3922	15	14	learning	learning	NOUN
iajs-3922	15	15	,	,	PUNCT
iajs-3922	15	16	green	green	ADJ
iajs-3922	15	17	energy	energy	NOUN
iajs-3922	15	18	.	.	PUNCT
iajs-3922	16	1	1	1	X
iajs-3922	16	2	.	.	X
iajs-3922	16	3	introduction	introduction	NOUN
iajs-3922	16	4	recently	recently	ADV
iajs-3922	16	5	,	,	PUNCT
iajs-3922	16	6	the	the	DET
iajs-3922	16	7	world	world	NOUN
iajs-3922	16	8	has	have	AUX
iajs-3922	16	9	witnessed	witness	VERB
iajs-3922	16	10	an	an	DET
iajs-3922	16	11	increasing	increase	VERB
iajs-3922	16	12	energy	energy	NOUN
iajs-3922	16	13	crisis	crisis	NOUN
iajs-3922	16	14	,	,	PUNCT
iajs-3922	16	15	which	which	PRON
iajs-3922	16	16	coincided	coincide	VERB
iajs-3922	16	17	with	with	ADP
iajs-3922	16	18	the	the	DET
iajs-3922	16	19	rapid	rapid	ADJ
iajs-3922	16	20	economic	economic	ADJ
iajs-3922	16	21	recovery	recovery	NOUN
iajs-3922	16	22	following	follow	VERB
iajs-3922	16	23	the	the	DET
iajs-3922	16	24	slowdown	slowdown	NOUN
iajs-3922	16	25	caused	cause	VERB
iajs-3922	16	26	by	by	ADP
iajs-3922	16	27	the	the	DET
iajs-3922	16	28	spread	spread	NOUN
iajs-3922	16	29	of	of	ADP
iajs-3922	16	30	the	the	DET
iajs-3922	16	31	corona	corona	NOUN
iajs-3922	16	32	pandemic	pandemic	PROPN
iajs-3922	16	33	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
iajs-3922	16	34	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
iajs-3922	16	35	https://orcid.org/0000-0002-9367-3030	https://orcid.org/0000-0002-9367-3030	PROPN
iajs-3922	16	36	mailto:ghaa2090@mauc.edu.iq	mailto:ghaa2090@mauc.edu.iq	NOUN
iajs-3922	16	37	https://orcid.org/0000-0001-7095-4297	https://orcid.org/0000-0001-7095-4297	PROPN
iajs-3922	16	38	mailto:osama87@mauc.edu.iq	mailto:osama87@mauc.edu.iq	PROPN
iajs-3922	16	39	https://orcid.org/0000-0003-1761-6031	https://orcid.org/0000-0003-1761-6031	PROPN
iajs-3922	16	40	mailto:ahmed.b.gh@ihcoedu.uobaghdad.edu.iq	mailto:ahmed.b.gh@ihcoedu.uobaghdad.edu.iq	PROPN
iajs-3922	16	41	https://orcid.org/0000-0001-8485-603	https://orcid.org/0000-0001-8485-603	PROPN
iajs-3922	16	42	mailto:salah.saalh@omu.edu.ly	mailto:salah.saalh@omu.edu.ly	NUM
iajs-3922	16	43	ihjpas	ihjpa	NOUN
iajs-3922	16	44	.	.	PUNCT
iajs-3922	17	1	2024	2024	NUM
iajs-3922	17	2	,	,	PUNCT
iajs-3922	17	3	37(4	37(4	NUM
iajs-3922	17	4	)	)	PUNCT
iajs-3922	17	5	440	440	NUM
iajs-3922	17	6	(	(	PUNCT
iajs-3922	17	7	covid-19	covid-19	PROPN
iajs-3922	17	8	)	)	PUNCT
iajs-3922	17	9	.	.	PUNCT
iajs-3922	18	1	however	however	ADV
iajs-3922	18	2	,	,	PUNCT
iajs-3922	18	3	this	this	DET
iajs-3922	18	4	situation	situation	NOUN
iajs-3922	18	5	was	be	AUX
iajs-3922	18	6	viewed	view	VERB
iajs-3922	18	7	as	as	ADP
iajs-3922	18	8	an	an	DET
iajs-3922	18	9	opportunity	opportunity	NOUN
iajs-3922	18	10	to	to	PART
iajs-3922	18	11	introduce	introduce	VERB
iajs-3922	18	12	renewable	renewable	ADJ
iajs-3922	18	13	energy	energy	NOUN
iajs-3922	18	14	sources	source	NOUN
iajs-3922	18	15	into	into	ADP
iajs-3922	18	16	the	the	DET
iajs-3922	18	17	market	market	NOUN
iajs-3922	18	18	.	.	PUNCT
iajs-3922	19	1	there	there	PRON
iajs-3922	19	2	is	be	VERB
iajs-3922	19	3	a	a	DET
iajs-3922	19	4	growing	grow	VERB
iajs-3922	19	5	need	need	NOUN
iajs-3922	19	6	to	to	PART
iajs-3922	19	7	encourage	encourage	VERB
iajs-3922	19	8	the	the	DET
iajs-3922	19	9	creation	creation	NOUN
iajs-3922	19	10	of	of	ADP
iajs-3922	19	11	ambitious	ambitious	ADJ
iajs-3922	19	12	projects	project	NOUN
iajs-3922	19	13	aimed	aim	VERB
iajs-3922	19	14	at	at	ADP
iajs-3922	19	15	managing	manage	VERB
iajs-3922	19	16	renewable	renewable	ADJ
iajs-3922	19	17	energy	energy	NOUN
iajs-3922	19	18	and	and	CCONJ
iajs-3922	19	19	making	make	VERB
iajs-3922	19	20	optimal	optimal	ADJ
iajs-3922	19	21	investments	investment	NOUN
iajs-3922	19	22	in	in	ADP
iajs-3922	19	23	it	it	PRON
iajs-3922	19	24	.	.	PUNCT
iajs-3922	20	1	therefore	therefore	ADV
iajs-3922	20	2	,	,	PUNCT
iajs-3922	20	3	there	there	PRON
iajs-3922	20	4	is	be	VERB
iajs-3922	20	5	an	an	DET
iajs-3922	20	6	accelerating	accelerate	VERB
iajs-3922	20	7	trend	trend	NOUN
iajs-3922	20	8	toward	toward	ADP
iajs-3922	20	9	using	use	VERB
iajs-3922	20	10	data	datum	NOUN
iajs-3922	20	11	analysis	analysis	NOUN
iajs-3922	20	12	techniques	technique	NOUN
iajs-3922	20	13	that	that	PRON
iajs-3922	20	14	can	can	AUX
iajs-3922	20	15	do	do	VERB
iajs-3922	20	16	this	this	PRON
iajs-3922	20	17	.	.	PUNCT
iajs-3922	21	1	intelligent	intelligent	ADJ
iajs-3922	21	2	data	datum	NOUN
iajs-3922	21	3	analysis	analysis	NOUN
iajs-3922	21	4	techniques	technique	NOUN
iajs-3922	21	5	help	help	VERB
iajs-3922	21	6	to	to	PART
iajs-3922	21	7	manage	manage	VERB
iajs-3922	21	8	the	the	DET
iajs-3922	21	9	use	use	NOUN
iajs-3922	21	10	of	of	ADP
iajs-3922	21	11	renewable	renewable	ADJ
iajs-3922	21	12	energy	energy	NOUN
iajs-3922	21	13	by	by	ADP
iajs-3922	21	14	increasing	increase	VERB
iajs-3922	21	15	the	the	DET
iajs-3922	21	16	efficiency	efficiency	NOUN
iajs-3922	21	17	of	of	ADP
iajs-3922	21	18	energy	energy	NOUN
iajs-3922	21	19	management	management	NOUN
iajs-3922	21	20	systems	system	NOUN
iajs-3922	21	21	and	and	CCONJ
iajs-3922	21	22	improving	improve	VERB
iajs-3922	21	23	their	their	PRON
iajs-3922	21	24	use	use	NOUN
iajs-3922	21	25	.	.	PUNCT
iajs-3922	22	1	increasing	increase	VERB
iajs-3922	22	2	the	the	DET
iajs-3922	22	3	capabilities	capability	NOUN
iajs-3922	22	4	of	of	ADP
iajs-3922	22	5	smart	smart	ADJ
iajs-3922	22	6	networks	network	NOUN
iajs-3922	22	7	for	for	ADP
iajs-3922	22	8	energy	energy	NOUN
iajs-3922	22	9	generation	generation	NOUN
iajs-3922	22	10	and	and	CCONJ
iajs-3922	22	11	distribution	distribution	NOUN
iajs-3922	22	12	in	in	ADP
iajs-3922	22	13	response	response	NOUN
iajs-3922	22	14	to	to	ADP
iajs-3922	22	15	the	the	DET
iajs-3922	22	16	anticipated	anticipated	ADJ
iajs-3922	22	17	future	future	ADJ
iajs-3922	22	18	increase	increase	NOUN
iajs-3922	22	19	in	in	ADP
iajs-3922	22	20	energy	energy	NOUN
iajs-3922	22	21	demand	demand	NOUN
iajs-3922	22	22	results	result	NOUN
iajs-3922	22	23	in	in	ADP
iajs-3922	22	24	cost	cost	NOUN
iajs-3922	22	25	savings	saving	NOUN
iajs-3922	22	26	,	,	PUNCT
iajs-3922	22	27	reduced	reduce	VERB
iajs-3922	22	28	environmental	environmental	ADJ
iajs-3922	22	29	impact	impact	NOUN
iajs-3922	22	30	,	,	PUNCT
iajs-3922	22	31	and	and	CCONJ
iajs-3922	22	32	a	a	DET
iajs-3922	22	33	reduction	reduction	NOUN
iajs-3922	22	34	in	in	ADP
iajs-3922	22	35	carbon	carbon	NOUN
iajs-3922	22	36	emissions	emission	NOUN
iajs-3922	22	37	and	and	CCONJ
iajs-3922	22	38	their	their	PRON
iajs-3922	22	39	impact	impact	NOUN
iajs-3922	22	40	on	on	ADP
iajs-3922	22	41	the	the	DET
iajs-3922	22	42	climate	climate	NOUN
iajs-3922	22	43	and	and	CCONJ
iajs-3922	22	44	human	human	ADJ
iajs-3922	22	45	health	health	NOUN
iajs-3922	22	46	.	.	PUNCT
iajs-3922	23	1	this	this	DET
iajs-3922	23	2	paper	paper	NOUN
iajs-3922	23	3	produces	produce	VERB
iajs-3922	23	4	a	a	DET
iajs-3922	23	5	general	general	ADJ
iajs-3922	23	6	comparative	comparative	ADJ
iajs-3922	23	7	analysis	analysis	NOUN
iajs-3922	23	8	of	of	ADP
iajs-3922	23	9	different	different	ADJ
iajs-3922	23	10	research	research	NOUN
iajs-3922	23	11	on	on	ADP
iajs-3922	23	12	renewable	renewable	ADJ
iajs-3922	23	13	energy	energy	NOUN
iajs-3922	23	14	(	(	PUNCT
iajs-3922	23	15	re	re	NOUN
iajs-3922	23	16	)	)	PUNCT
iajs-3922	23	17	management	management	NOUN
iajs-3922	23	18	systems	system	NOUN
iajs-3922	23	19	based	base	VERB
iajs-3922	23	20	on	on	ADP
iajs-3922	23	21	the	the	DET
iajs-3922	23	22	intelligent	intelligent	ADJ
iajs-3922	23	23	analysis	analysis	NOUN
iajs-3922	23	24	techniques	technique	NOUN
iajs-3922	23	25	(	(	PUNCT
iajs-3922	23	26	ida	ida	PROPN
iajs-3922	23	27	)	)	PUNCT
iajs-3922	23	28	used	use	VERB
iajs-3922	23	29	in	in	ADP
iajs-3922	23	30	these	these	DET
iajs-3922	23	31	studies	study	NOUN
iajs-3922	23	32	.	.	PUNCT
iajs-3922	24	1	the	the	DET
iajs-3922	24	2	comparative	comparative	ADJ
iajs-3922	24	3	analysis	analysis	NOUN
iajs-3922	24	4	in	in	ADP
iajs-3922	24	5	this	this	DET
iajs-3922	24	6	study	study	NOUN
iajs-3922	24	7	divided	divide	VERB
iajs-3922	24	8	the	the	DET
iajs-3922	24	9	research	research	NOUN
iajs-3922	24	10	into	into	ADP
iajs-3922	24	11	three	three	NUM
iajs-3922	24	12	groups	group	NOUN
iajs-3922	24	13	:	:	PUNCT
iajs-3922	24	14	the	the	DET
iajs-3922	24	15	first	first	ADJ
iajs-3922	24	16	one	one	NOUN
iajs-3922	24	17	is	be	AUX
iajs-3922	24	18	the	the	DET
iajs-3922	24	19	research	research	NOUN
iajs-3922	24	20	that	that	PRON
iajs-3922	24	21	used	use	VERB
iajs-3922	24	22	ida	ida	PROPN
iajs-3922	24	23	techniques	technique	NOUN
iajs-3922	24	24	in	in	ADP
iajs-3922	24	25	renewable	renewable	ADJ
iajs-3922	24	26	energy	energy	NOUN
iajs-3922	24	27	forecasting	forecasting	NOUN
iajs-3922	24	28	and	and	CCONJ
iajs-3922	24	29	illustrated	illustrate	VERB
iajs-3922	24	30	the	the	DET
iajs-3922	24	31	role	role	NOUN
iajs-3922	24	32	of	of	ADP
iajs-3922	24	33	these	these	DET
iajs-3922	24	34	techniques	technique	NOUN
iajs-3922	24	35	in	in	ADP
iajs-3922	24	36	obtaining	obtain	VERB
iajs-3922	24	37	good	good	ADJ
iajs-3922	24	38	results	result	NOUN
iajs-3922	24	39	in	in	ADP
iajs-3922	24	40	the	the	DET
iajs-3922	24	41	proposed	propose	VERB
iajs-3922	24	42	renewable	renewable	ADJ
iajs-3922	24	43	energy	energy	NOUN
iajs-3922	24	44	systems	system	NOUN
iajs-3922	24	45	;	;	PUNCT
iajs-3922	24	46	the	the	DET
iajs-3922	24	47	second	second	ADJ
iajs-3922	24	48	one	one	NOUN
iajs-3922	24	49	illustrated	illustrate	VERB
iajs-3922	24	50	the	the	DET
iajs-3922	24	51	ida	ida	PROPN
iajs-3922	24	52	techniques	technique	NOUN
iajs-3922	24	53	dealing	deal	VERB
iajs-3922	24	54	with	with	ADP
iajs-3922	24	55	surplus	surplus	ADJ
iajs-3922	24	56	renewable	renewable	ADJ
iajs-3922	24	57	energy	energy	NOUN
iajs-3922	24	58	and	and	CCONJ
iajs-3922	24	59	the	the	DET
iajs-3922	24	60	role	role	NOUN
iajs-3922	24	61	of	of	ADP
iajs-3922	24	62	them	they	PRON
iajs-3922	24	63	in	in	ADP
iajs-3922	24	64	dealing	deal	VERB
iajs-3922	24	65	appropriately	appropriately	ADV
iajs-3922	24	66	with	with	ADP
iajs-3922	24	67	the	the	DET
iajs-3922	24	68	surplus	surplus	ADJ
iajs-3922	24	69	energy	energy	NOUN
iajs-3922	24	70	;	;	PUNCT
iajs-3922	24	71	and	and	CCONJ
iajs-3922	24	72	the	the	DET
iajs-3922	24	73	last	last	ADJ
iajs-3922	24	74	group	group	NOUN
iajs-3922	24	75	illustrated	illustrate	VERB
iajs-3922	24	76	the	the	DET
iajs-3922	24	77	ida	ida	PROPN
iajs-3922	24	78	techniques	technique	NOUN
iajs-3922	24	79	that	that	PRON
iajs-3922	24	80	were	be	AUX
iajs-3922	24	81	used	use	VERB
iajs-3922	24	82	to	to	PART
iajs-3922	24	83	determine	determine	VERB
iajs-3922	24	84	the	the	DET
iajs-3922	24	85	feasibility	feasibility	NOUN
iajs-3922	24	86	of	of	ADP
iajs-3922	24	87	the	the	DET
iajs-3922	24	88	systems	system	NOUN
iajs-3922	24	89	of	of	ADP
iajs-3922	24	90	renewable	renewable	ADJ
iajs-3922	24	91	energy	energy	NOUN
iajs-3922	24	92	and	and	CCONJ
iajs-3922	24	93	the	the	DET
iajs-3922	24	94	result	result	NOUN
iajs-3922	24	95	that	that	PRON
iajs-3922	24	96	helped	help	VERB
iajs-3922	24	97	in	in	ADP
iajs-3922	24	98	making	make	VERB
iajs-3922	24	99	a	a	DET
iajs-3922	24	100	decision	decision	NOUN
iajs-3922	24	101	in	in	ADP
iajs-3922	24	102	initializing	initialize	VERB
iajs-3922	24	103	such	such	ADJ
iajs-3922	24	104	systems	system	NOUN
iajs-3922	24	105	(	(	PUNCT
iajs-3922	24	106	as	as	SCONJ
iajs-3922	24	107	shown	show	VERB
iajs-3922	24	108	in	in	ADP
iajs-3922	24	109	figure	figure	NOUN
iajs-3922	24	110	1	1	NUM
iajs-3922	24	111	)	)	PUNCT
iajs-3922	24	112	.	.	PUNCT
iajs-3922	25	1	we	we	PRON
iajs-3922	25	2	prepare	prepare	VERB
iajs-3922	25	3	the	the	DET
iajs-3922	25	4	remaining	remain	VERB
iajs-3922	25	5	sections	section	NOUN
iajs-3922	25	6	of	of	ADP
iajs-3922	25	7	this	this	DET
iajs-3922	25	8	study	study	NOUN
iajs-3922	25	9	as	as	SCONJ
iajs-3922	25	10	follows	follow	VERB
iajs-3922	25	11	:	:	PUNCT
iajs-3922	25	12	in	in	ADP
iajs-3922	25	13	section	section	NOUN
iajs-3922	25	14	2	2	NUM
iajs-3922	25	15	,	,	PUNCT
iajs-3922	25	16	the	the	DET
iajs-3922	25	17	main	main	ADJ
iajs-3922	25	18	concept	concept	NOUN
iajs-3922	25	19	of	of	ADP
iajs-3922	25	20	renewable	renewable	ADJ
iajs-3922	25	21	energy	energy	NOUN
iajs-3922	25	22	is	be	AUX
iajs-3922	25	23	briefly	briefly	ADV
iajs-3922	25	24	introduced	introduce	VERB
iajs-3922	25	25	.	.	PUNCT
iajs-3922	26	1	section	section	NOUN
iajs-3922	26	2	3	3	NUM
iajs-3922	26	3	illustrates	illustrate	VERB
iajs-3922	26	4	the	the	DET
iajs-3922	26	5	ida	ida	PROPN
iajs-3922	26	6	techniques	technique	NOUN
iajs-3922	26	7	and	and	CCONJ
iajs-3922	26	8	their	their	PRON
iajs-3922	26	9	main	main	ADJ
iajs-3922	26	10	steps	step	NOUN
iajs-3922	26	11	.	.	PUNCT
iajs-3922	27	1	different	different	ADJ
iajs-3922	27	2	types	type	NOUN
iajs-3922	27	3	of	of	ADP
iajs-3922	27	4	ida	ida	PROPN
iajs-3922	27	5	are	be	AUX
iajs-3922	27	6	also	also	ADV
iajs-3922	27	7	illustrated	illustrate	VERB
iajs-3922	27	8	in	in	ADP
iajs-3922	27	9	this	this	DET
iajs-3922	27	10	section	section	NOUN
iajs-3922	27	11	.	.	PUNCT
iajs-3922	28	1	the	the	DET
iajs-3922	28	2	comparative	comparative	ADJ
iajs-3922	28	3	analysis	analysis	NOUN
iajs-3922	28	4	of	of	ADP
iajs-3922	28	5	ida	ida	PROPN
iajs-3922	28	6	techniques	technique	NOUN
iajs-3922	28	7	in	in	ADP
iajs-3922	28	8	the	the	DET
iajs-3922	28	9	management	management	NOUN
iajs-3922	28	10	of	of	ADP
iajs-3922	28	11	renewable	renewable	ADJ
iajs-3922	28	12	energy	energy	NOUN
iajs-3922	28	13	takes	take	VERB
iajs-3922	28	14	place	place	NOUN
iajs-3922	28	15	in	in	ADP
iajs-3922	28	16	section	section	NOUN
iajs-3922	28	17	4	4	NUM
iajs-3922	28	18	,	,	PUNCT
iajs-3922	28	19	while	while	SCONJ
iajs-3922	28	20	the	the	DET
iajs-3922	28	21	final	final	ADJ
iajs-3922	28	22	section	section	NOUN
iajs-3922	28	23	presents	present	VERB
iajs-3922	28	24	the	the	DET
iajs-3922	28	25	main	main	ADJ
iajs-3922	28	26	conclusions	conclusion	NOUN
iajs-3922	28	27	drawn	draw	VERB
iajs-3922	28	28	from	from	ADP
iajs-3922	28	29	this	this	DET
iajs-3922	28	30	study	study	NOUN
iajs-3922	28	31	.	.	PUNCT
iajs-3922	29	1	figure	figure	NOUN
iajs-3922	29	2	1	1	NUM
iajs-3922	29	3	.	.	PUNCT
iajs-3922	30	1	the	the	DET
iajs-3922	30	2	main	main	ADJ
iajs-3922	30	3	research	research	NOUN
iajs-3922	30	4	groups	group	NOUN
iajs-3922	30	5	used	use	VERB
iajs-3922	30	6	in	in	ADP
iajs-3922	30	7	this	this	DET
iajs-3922	30	8	study	study	NOUN
iajs-3922	30	9	2	2	NUM
iajs-3922	30	10	.	.	PUNCT
iajs-3922	30	11	renewable	renewable	ADJ
iajs-3922	30	12	energy	energy	NOUN
iajs-3922	30	13	(	(	PUNCT
iajs-3922	30	14	re	re	NOUN
iajs-3922	30	15	)	)	PUNCT
iajs-3922	30	16	re	re	VERB
iajs-3922	30	17	is	be	AUX
iajs-3922	30	18	environmentally	environmentally	ADV
iajs-3922	30	19	friendly	friendly	ADJ
iajs-3922	30	20	energy	energy	NOUN
iajs-3922	30	21	or	or	CCONJ
iajs-3922	30	22	green	green	ADJ
iajs-3922	30	23	energy	energy	NOUN
iajs-3922	30	24	that	that	PRON
iajs-3922	30	25	has	have	VERB
iajs-3922	30	26	little	little	ADJ
iajs-3922	30	27	environmental	environmental	ADJ
iajs-3922	30	28	effect	effect	NOUN
iajs-3922	30	29	;	;	PUNCT
iajs-3922	30	30	this	this	DET
iajs-3922	30	31	energy	energy	NOUN
iajs-3922	30	32	is	be	AUX
iajs-3922	30	33	generated	generate	VERB
iajs-3922	30	34	from	from	ADP
iajs-3922	30	35	natural	natural	ADJ
iajs-3922	30	36	sources	source	NOUN
iajs-3922	30	37	that	that	PRON
iajs-3922	30	38	provide	provide	VERB
iajs-3922	30	39	vast	vast	ADJ
iajs-3922	30	40	quantities	quantity	NOUN
iajs-3922	30	41	of	of	ADP
iajs-3922	30	42	energy	energy	NOUN
iajs-3922	30	43	and	and	CCONJ
iajs-3922	30	44	can	can	AUX
iajs-3922	30	45	renew	renew	VERB
iajs-3922	30	46	spontaneously	spontaneously	ADV
iajs-3922	30	47	.	.	PUNCT
iajs-3922	31	1	the	the	DET
iajs-3922	31	2	sources	source	NOUN
iajs-3922	31	3	of	of	ADP
iajs-3922	31	4	re	re	VERB
iajs-3922	31	5	include	include	VERB
iajs-3922	31	6	ocean	ocean	NOUN
iajs-3922	31	7	waves	wave	NOUN
iajs-3922	31	8	,	,	PUNCT
iajs-3922	31	9	hydropower	hydropower	NOUN
iajs-3922	31	10	,	,	PUNCT
iajs-3922	31	11	biomass	biomass	NOUN
iajs-3922	31	12	from	from	ADP
iajs-3922	31	13	photosynthesis	photosynthesis	NOUN
iajs-3922	31	14	,	,	PUNCT
iajs-3922	31	15	wind	wind	NOUN
iajs-3922	31	16	power	power	NOUN
iajs-3922	31	17	,	,	PUNCT
iajs-3922	31	18	and	and	CCONJ
iajs-3922	31	19	direct	direct	ADJ
iajs-3922	31	20	solar	solar	ADJ
iajs-3922	31	21	energy	energy	NOUN
iajs-3922	31	22	.	.	PUNCT
iajs-3922	32	1	environmentally	environmentally	ADV
iajs-3922	32	2	friendly	friendly	ADJ
iajs-3922	32	3	energy	energy	NOUN
iajs-3922	32	4	offers	offer	VERB
iajs-3922	32	5	several	several	ADJ
iajs-3922	32	6	advantages	advantage	NOUN
iajs-3922	32	7	,	,	PUNCT
iajs-3922	32	8	such	such	ADJ
iajs-3922	32	9	as	as	ADP
iajs-3922	32	10	being	be	AUX
iajs-3922	32	11	non	non	ADJ
iajs-3922	32	12	-	-	ADJ
iajs-3922	32	13	polluting	polluting	ADJ
iajs-3922	32	14	,	,	PUNCT
iajs-3922	32	15	sustainable	sustainable	ADJ
iajs-3922	32	16	(	(	PUNCT
iajs-3922	32	17	one	one	NUM
iajs-3922	32	18	-	-	PUNCT
iajs-3922	32	19	time	time	NOUN
iajs-3922	32	20	installation	installation	NOUN
iajs-3922	32	21	)	)	PUNCT
iajs-3922	32	22	,	,	PUNCT
iajs-3922	32	23	affordable	affordable	ADJ
iajs-3922	32	24	,	,	PUNCT
iajs-3922	32	25	omnipresent	omnipresent	ADJ
iajs-3922	32	26	,	,	PUNCT
iajs-3922	32	27	safe	safe	ADJ
iajs-3922	32	28	,	,	PUNCT
iajs-3922	32	29	and	and	CCONJ
iajs-3922	32	30	giving	give	VERB
iajs-3922	32	31	a	a	DET
iajs-3922	32	32	diverse	diverse	ADJ
iajs-3922	32	33	variety	variety	NOUN
iajs-3922	32	34	of	of	ADP
iajs-3922	32	35	possibilities	possibility	NOUN
iajs-3922	32	36	;	;	PUNCT
iajs-3922	32	37	yet	yet	CCONJ
iajs-3922	32	38	,	,	PUNCT
iajs-3922	32	39	some	some	PRON
iajs-3922	32	40	of	of	ADP
iajs-3922	32	41	the	the	DET
iajs-3922	32	42	sources	source	NOUN
iajs-3922	32	43	have	have	VERB
iajs-3922	32	44	disadvantages	disadvantage	NOUN
iajs-3922	32	45	(	(	PUNCT
iajs-3922	32	46	such	such	ADJ
iajs-3922	32	47	as	as	ADP
iajs-3922	32	48	being	be	AUX
iajs-3922	32	49	more	more	ADV
iajs-3922	32	50	expensive	expensive	ADJ
iajs-3922	32	51	or	or	CCONJ
iajs-3922	32	52	having	have	VERB
iajs-3922	32	53	an	an	DET
iajs-3922	32	54	environmental	environmental	ADJ
iajs-3922	32	55	effect	effect	NOUN
iajs-3922	32	56	)	)	PUNCT
iajs-3922	33	1	[	[	X
iajs-3922	33	2	1	1	NUM
iajs-3922	33	3	]	]	PUNCT
iajs-3922	33	4	.	.	PUNCT
iajs-3922	34	1	ida	ida	PROPN
iajs-3922	34	2	techniques	technique	NOUN
iajs-3922	34	3	for	for	ADP
iajs-3922	34	4	renewable	renewable	ADJ
iajs-3922	34	5	energy	energy	NOUN
iajs-3922	34	6	forecasting	forecasting	NOUN
iajs-3922	34	7	ida	ida	PROPN
iajs-3922	34	8	techniques	technique	NOUN
iajs-3922	34	9	dealing	deal	VERB
iajs-3922	34	10	with	with	ADP
iajs-3922	34	11	surplus	surplus	ADJ
iajs-3922	34	12	renewable	renewable	ADJ
iajs-3922	34	13	energy	energy	NOUN
iajs-3922	34	14	ida	ida	PROPN
iajs-3922	34	15	techniques	technique	NOUN
iajs-3922	34	16	for	for	ADP
iajs-3922	34	17	the	the	DET
iajs-3922	34	18	feasibility	feasibility	NOUN
iajs-3922	34	19	of	of	ADP
iajs-3922	34	20	the	the	DET
iajs-3922	34	21	systems	system	NOUN
iajs-3922	34	22	of	of	ADP
iajs-3922	34	23	renewable	renewable	ADJ
iajs-3922	34	24	energy	energy	NOUN
iajs-3922	34	25	renewable	renewable	ADJ
iajs-3922	34	26	energy	energy	NOUN
iajs-3922	34	27	research	research	NOUN
iajs-3922	34	28	based	base	VERB
iajs-3922	34	29	on	on	ADP
iajs-3922	34	30	intelligent	intelligent	ADJ
iajs-3922	34	31	data	datum	NOUN
iajs-3922	34	32	analysis	analysis	NOUN
iajs-3922	34	33	techniques	technique	NOUN
iajs-3922	34	34	comparative	comparative	ADJ
iajs-3922	34	35	analysis	analysis	NOUN
iajs-3922	34	36	ihjpas	ihjpa	NOUN
iajs-3922	34	37	.	.	PUNCT
iajs-3922	35	1	2024	2024	NUM
iajs-3922	35	2	,	,	PUNCT
iajs-3922	35	3	37(4	37(4	NOUN
iajs-3922	35	4	)	)	PUNCT
iajs-3922	35	5	441	441	NUM
iajs-3922	35	6	types	type	NOUN
iajs-3922	35	7	of	of	ADP
iajs-3922	35	8	solar	solar	ADJ
iajs-3922	35	9	energy	energy	NOUN
iajs-3922	35	10	:	:	PUNCT
iajs-3922	35	11	sunlight	sunlight	NOUN
iajs-3922	35	12	and	and	CCONJ
iajs-3922	35	13	solar	solar	ADJ
iajs-3922	35	14	thermal	thermal	ADJ
iajs-3922	35	15	radiation	radiation	NOUN
iajs-3922	35	16	are	be	AUX
iajs-3922	35	17	two	two	NUM
iajs-3922	35	18	forms	form	NOUN
iajs-3922	35	19	of	of	ADP
iajs-3922	35	20	energy	energy	NOUN
iajs-3922	35	21	generated	generate	VERB
iajs-3922	35	22	naturally	naturally	ADV
iajs-3922	35	23	;	;	PUNCT
iajs-3922	35	24	solar	solar	ADJ
iajs-3922	35	25	radiation	radiation	NOUN
iajs-3922	35	26	is	be	AUX
iajs-3922	35	27	the	the	DET
iajs-3922	35	28	most	most	ADV
iajs-3922	35	29	cost	cost	NOUN
iajs-3922	35	30	-	-	PUNCT
iajs-3922	35	31	effective	effective	ADJ
iajs-3922	35	32	and	and	CCONJ
iajs-3922	35	33	efficient	efficient	ADJ
iajs-3922	35	34	energy	energy	NOUN
iajs-3922	35	35	source	source	NOUN
iajs-3922	35	36	.	.	PUNCT
iajs-3922	36	1	two	two	NUM
iajs-3922	36	2	principal	principal	ADJ
iajs-3922	36	3	solar	solar	ADJ
iajs-3922	36	4	-	-	PUNCT
iajs-3922	36	5	energy	energy	NOUN
iajs-3922	36	6	collection	collection	NOUN
iajs-3922	36	7	technologies	technology	NOUN
iajs-3922	36	8	are	be	AUX
iajs-3922	36	9	solar	solar	ADJ
iajs-3922	36	10	thermal	thermal	ADJ
iajs-3922	36	11	collectors	collector	NOUN
iajs-3922	36	12	and	and	CCONJ
iajs-3922	36	13	photovoltaic	photovoltaic	NOUN
iajs-3922	36	14	cells	cell	NOUN
iajs-3922	36	15	.	.	PUNCT
iajs-3922	37	1	the	the	DET
iajs-3922	37	2	main	main	ADJ
iajs-3922	37	3	factors	factor	NOUN
iajs-3922	37	4	affecting	affect	VERB
iajs-3922	37	5	solar	solar	ADJ
iajs-3922	37	6	energy	energy	NOUN
iajs-3922	37	7	systems	system	NOUN
iajs-3922	37	8	are	be	AUX
iajs-3922	37	9	climatic	climatic	ADJ
iajs-3922	37	10	ones	one	NOUN
iajs-3922	37	11	(	(	PUNCT
iajs-3922	37	12	air	air	NOUN
iajs-3922	37	13	temperature	temperature	NOUN
iajs-3922	37	14	,	,	PUNCT
iajs-3922	37	15	humidity	humidity	NOUN
iajs-3922	37	16	,	,	PUNCT
iajs-3922	37	17	cloudiness	cloudiness	NOUN
iajs-3922	37	18	,	,	PUNCT
iajs-3922	37	19	and	and	CCONJ
iajs-3922	37	20	solar	solar	ADJ
iajs-3922	37	21	radiation	radiation	NOUN
iajs-3922	37	22	)	)	PUNCT
iajs-3922	37	23	,	,	PUNCT
iajs-3922	37	24	as	as	ADV
iajs-3922	37	25	well	well	ADV
iajs-3922	37	26	as	as	ADP
iajs-3922	37	27	the	the	DET
iajs-3922	37	28	state	state	NOUN
iajs-3922	37	29	of	of	ADP
iajs-3922	37	30	the	the	DET
iajs-3922	37	31	system	system	NOUN
iajs-3922	37	32	itself	itself	PRON
iajs-3922	37	33	(	(	PUNCT
iajs-3922	37	34	radiation	radiation	NOUN
iajs-3922	37	35	,	,	PUNCT
iajs-3922	37	36	dust	dust	NOUN
iajs-3922	37	37	,	,	PUNCT
iajs-3922	37	38	and	and	CCONJ
iajs-3922	37	39	so	so	ADV
iajs-3922	37	40	on	on	ADV
iajs-3922	37	41	)	)	PUNCT
iajs-3922	37	42	.	.	PUNCT
iajs-3922	38	1	yet	yet	CCONJ
iajs-3922	38	2	there	there	PRON
iajs-3922	38	3	is	be	VERB
iajs-3922	38	4	a	a	DET
iajs-3922	38	5	direct	direct	ADJ
iajs-3922	38	6	relationship	relationship	NOUN
iajs-3922	38	7	between	between	ADP
iajs-3922	38	8	these	these	DET
iajs-3922	38	9	parameters	parameter	NOUN
iajs-3922	38	10	and	and	CCONJ
iajs-3922	38	11	the	the	DET
iajs-3922	38	12	power	power	NOUN
iajs-3922	38	13	produced	produce	VERB
iajs-3922	38	14	,	,	PUNCT
iajs-3922	38	15	so	so	SCONJ
iajs-3922	38	16	it	it	PRON
iajs-3922	38	17	would	would	AUX
iajs-3922	38	18	be	be	AUX
iajs-3922	38	19	better	well	ADJ
iajs-3922	38	20	to	to	PART
iajs-3922	38	21	develop	develop	VERB
iajs-3922	38	22	models	model	NOUN
iajs-3922	38	23	that	that	PRON
iajs-3922	38	24	can	can	AUX
iajs-3922	38	25	describe	describe	VERB
iajs-3922	38	26	the	the	DET
iajs-3922	38	27	behavior	behavior	NOUN
iajs-3922	38	28	of	of	ADP
iajs-3922	38	29	such	such	ADJ
iajs-3922	38	30	systems	system	NOUN
iajs-3922	38	31	in	in	ADP
iajs-3922	38	32	as	as	ADV
iajs-3922	38	33	reliable	reliable	ADJ
iajs-3922	38	34	and	and	CCONJ
iajs-3922	38	35	accurate	accurate	ADJ
iajs-3922	38	36	a	a	DET
iajs-3922	38	37	way	way	NOUN
iajs-3922	38	38	as	as	ADP
iajs-3922	38	39	possible	possible	ADJ
iajs-3922	38	40	[	[	X
iajs-3922	38	41	2	2	NUM
iajs-3922	38	42	]	]	PUNCT
iajs-3922	38	43	.	.	PUNCT
iajs-3922	39	1	wind	wind	NOUN
iajs-3922	39	2	energy	energy	NOUN
iajs-3922	39	3	systems	system	NOUN
iajs-3922	39	4	generate	generate	VERB
iajs-3922	39	5	electricity	electricity	NOUN
iajs-3922	39	6	by	by	ADP
iajs-3922	39	7	transferring	transfer	VERB
iajs-3922	39	8	the	the	DET
iajs-3922	39	9	kinetic	kinetic	ADJ
iajs-3922	39	10	energy	energy	NOUN
iajs-3922	39	11	of	of	ADP
iajs-3922	39	12	air	air	NOUN
iajs-3922	39	13	flows	flow	NOUN
iajs-3922	39	14	to	to	ADP
iajs-3922	39	15	electric	electric	ADJ
iajs-3922	39	16	power	power	NOUN
iajs-3922	39	17	via	via	ADP
iajs-3922	39	18	a	a	DET
iajs-3922	39	19	generator	generator	NOUN
iajs-3922	39	20	.	.	PUNCT
iajs-3922	40	1	we	we	PRON
iajs-3922	40	2	classify	classify	VERB
iajs-3922	40	3	wind	wind	NOUN
iajs-3922	40	4	turbines	turbine	NOUN
iajs-3922	40	5	into	into	ADP
iajs-3922	40	6	two	two	NUM
iajs-3922	40	7	types	type	NOUN
iajs-3922	40	8	:	:	PUNCT
iajs-3922	40	9	horizontal	horizontal	ADJ
iajs-3922	40	10	-	-	PUNCT
iajs-3922	40	11	axis	axis	NOUN
iajs-3922	40	12	wind	wind	NOUN
iajs-3922	40	13	turbines	turbine	NOUN
iajs-3922	40	14	and	and	CCONJ
iajs-3922	40	15	vertical	vertical	ADJ
iajs-3922	40	16	-	-	PUNCT
iajs-3922	40	17	axis	axis	NOUN
iajs-3922	40	18	wind	wind	NOUN
iajs-3922	40	19	turbines	turbine	NOUN
iajs-3922	40	20	.	.	PUNCT
iajs-3922	41	1	this	this	DET
iajs-3922	41	2	technology	technology	NOUN
iajs-3922	41	3	has	have	AUX
iajs-3922	41	4	reached	reach	VERB
iajs-3922	41	5	a	a	DET
iajs-3922	41	6	good	good	ADJ
iajs-3922	41	7	state	state	NOUN
iajs-3922	41	8	of	of	ADP
iajs-3922	41	9	maturity	maturity	NOUN
iajs-3922	41	10	and	and	CCONJ
iajs-3922	41	11	is	be	AUX
iajs-3922	41	12	cost	cost	NOUN
iajs-3922	41	13	-	-	PUNCT
iajs-3922	41	14	competitive	competitive	ADJ
iajs-3922	41	15	.	.	PUNCT
iajs-3922	42	1	however	however	ADV
iajs-3922	42	2	,	,	PUNCT
iajs-3922	42	3	wind	wind	NOUN
iajs-3922	42	4	turbines	turbine	NOUN
iajs-3922	42	5	have	have	VERB
iajs-3922	42	6	significant	significant	ADJ
iajs-3922	42	7	drawbacks	drawback	NOUN
iajs-3922	42	8	,	,	PUNCT
iajs-3922	42	9	such	such	ADJ
iajs-3922	42	10	as	as	ADP
iajs-3922	42	11	noise	noise	NOUN
iajs-3922	42	12	pollution	pollution	NOUN
iajs-3922	42	13	,	,	PUNCT
iajs-3922	42	14	vibration	vibration	NOUN
iajs-3922	42	15	fatigue	fatigue	NOUN
iajs-3922	42	16	failure	failure	NOUN
iajs-3922	42	17	due	due	ADP
iajs-3922	42	18	to	to	ADP
iajs-3922	42	19	turbulence	turbulence	NOUN
iajs-3922	42	20	,	,	PUNCT
iajs-3922	42	21	and	and	CCONJ
iajs-3922	42	22	concerns	concern	NOUN
iajs-3922	42	23	about	about	ADP
iajs-3922	42	24	animal	animal	NOUN
iajs-3922	42	25	welfare	welfare	NOUN
iajs-3922	42	26	.	.	PUNCT
iajs-3922	43	1	they	they	PRON
iajs-3922	43	2	also	also	ADV
iajs-3922	43	3	have	have	VERB
iajs-3922	43	4	a	a	DET
iajs-3922	43	5	high	high	ADJ
iajs-3922	43	6	failure	failure	NOUN
iajs-3922	43	7	rate	rate	NOUN
iajs-3922	43	8	of	of	ADP
iajs-3922	43	9	3–5	3–5	NOUN
iajs-3922	43	10	%	%	NOUN
iajs-3922	43	11	annually	annually	ADV
iajs-3922	43	12	[	[	X
iajs-3922	43	13	2	2	NUM
iajs-3922	43	14	,	,	PUNCT
iajs-3922	43	15	3	3	NUM
iajs-3922	43	16	]	]	PUNCT
iajs-3922	43	17	.	.	PUNCT
iajs-3922	44	1	hydropower	hydropower	NOUN
iajs-3922	44	2	plants	plant	NOUN
iajs-3922	44	3	,	,	PUNCT
iajs-3922	44	4	among	among	ADP
iajs-3922	44	5	the	the	DET
iajs-3922	44	6	oldest	old	ADJ
iajs-3922	44	7	methods	method	NOUN
iajs-3922	44	8	used	use	VERB
iajs-3922	44	9	to	to	PART
iajs-3922	44	10	generate	generate	VERB
iajs-3922	44	11	electricity	electricity	NOUN
iajs-3922	44	12	,	,	PUNCT
iajs-3922	44	13	are	be	AUX
iajs-3922	44	14	relatively	relatively	ADV
iajs-3922	44	15	simple	simple	ADJ
iajs-3922	44	16	in	in	ADP
iajs-3922	44	17	their	their	PRON
iajs-3922	44	18	processes	process	NOUN
iajs-3922	44	19	.	.	PUNCT
iajs-3922	45	1	this	this	DET
iajs-3922	45	2	renewable	renewable	ADJ
iajs-3922	45	3	energy	energy	NOUN
iajs-3922	45	4	source	source	NOUN
iajs-3922	45	5	boasts	boast	VERB
iajs-3922	45	6	the	the	DET
iajs-3922	45	7	highest	high	ADJ
iajs-3922	45	8	efficiency	efficiency	NOUN
iajs-3922	45	9	to	to	ADP
iajs-3922	45	10	date	date	NOUN
iajs-3922	45	11	.	.	PUNCT
iajs-3922	46	1	the	the	DET
iajs-3922	46	2	efficiency	efficiency	NOUN
iajs-3922	46	3	of	of	ADP
iajs-3922	46	4	large	large	ADJ
iajs-3922	46	5	hydropower	hydropower	NOUN
iajs-3922	46	6	systems	system	NOUN
iajs-3922	46	7	can	can	AUX
iajs-3922	46	8	reach	reach	VERB
iajs-3922	46	9	nearly	nearly	ADV
iajs-3922	46	10	95	95	NUM
iajs-3922	46	11	%	%	NOUN
iajs-3922	46	12	due	due	ADJ
iajs-3922	46	13	to	to	ADP
iajs-3922	46	14	economies	economy	NOUN
iajs-3922	46	15	of	of	ADP
iajs-3922	46	16	scale	scale	NOUN
iajs-3922	46	17	,	,	PUNCT
iajs-3922	46	18	optimized	optimize	VERB
iajs-3922	46	19	infrastructure	infrastructure	NOUN
iajs-3922	46	20	,	,	PUNCT
iajs-3922	46	21	and	and	CCONJ
iajs-3922	46	22	advanced	advanced	ADJ
iajs-3922	46	23	turbine	turbine	NOUN
iajs-3922	46	24	technology	technology	NOUN
iajs-3922	46	25	.	.	PUNCT
iajs-3922	47	1	while	while	SCONJ
iajs-3922	47	2	still	still	ADV
iajs-3922	47	3	efficient	efficient	ADJ
iajs-3922	47	4	,	,	PUNCT
iajs-3922	47	5	small	small	ADJ
iajs-3922	47	6	systems	system	NOUN
iajs-3922	47	7	may	may	AUX
iajs-3922	47	8	get	get	VERB
iajs-3922	47	9	around	around	ADP
iajs-3922	47	10	85	85	NUM
iajs-3922	47	11	%	%	NOUN
iajs-3922	47	12	efficiency	efficiency	NOUN
iajs-3922	47	13	due	due	ADP
iajs-3922	47	14	to	to	ADP
iajs-3922	47	15	limitations	limitation	NOUN
iajs-3922	47	16	in	in	ADP
iajs-3922	47	17	scale	scale	NOUN
iajs-3922	47	18	,	,	PUNCT
iajs-3922	47	19	turbine	turbine	NOUN
iajs-3922	47	20	size	size	NOUN
iajs-3922	47	21	,	,	PUNCT
iajs-3922	47	22	and	and	CCONJ
iajs-3922	47	23	maintenance	maintenance	NOUN
iajs-3922	47	24	resources	resource	NOUN
iajs-3922	47	25	.	.	PUNCT
iajs-3922	48	1	because	because	SCONJ
iajs-3922	48	2	the	the	DET
iajs-3922	48	3	process	process	NOUN
iajs-3922	48	4	of	of	ADP
iajs-3922	48	5	converting	convert	VERB
iajs-3922	48	6	potential	potential	ADJ
iajs-3922	48	7	energy	energy	NOUN
iajs-3922	48	8	into	into	ADP
iajs-3922	48	9	electric	electric	ADJ
iajs-3922	48	10	power	power	NOUN
iajs-3922	48	11	is	be	AUX
iajs-3922	48	12	much	much	ADV
iajs-3922	48	13	more	more	ADV
iajs-3922	48	14	straightforward	straightforward	ADJ
iajs-3922	48	15	than	than	ADP
iajs-3922	48	16	any	any	DET
iajs-3922	48	17	other	other	ADJ
iajs-3922	48	18	form	form	NOUN
iajs-3922	48	19	of	of	ADP
iajs-3922	48	20	renewable	renewable	ADJ
iajs-3922	48	21	energy	energy	NOUN
iajs-3922	48	22	,	,	PUNCT
iajs-3922	48	23	these	these	DET
iajs-3922	48	24	systems	system	NOUN
iajs-3922	48	25	are	be	AUX
iajs-3922	48	26	among	among	ADP
iajs-3922	48	27	the	the	DET
iajs-3922	48	28	most	most	ADV
iajs-3922	48	29	economical	economical	ADJ
iajs-3922	48	30	ways	way	NOUN
iajs-3922	48	31	to	to	PART
iajs-3922	48	32	generate	generate	VERB
iajs-3922	48	33	clean	clean	ADJ
iajs-3922	48	34	energy	energy	NOUN
iajs-3922	48	35	[	[	X
iajs-3922	48	36	4	4	NUM
iajs-3922	48	37	,	,	PUNCT
iajs-3922	48	38	5	5	NUM
iajs-3922	48	39	]	]	PUNCT
iajs-3922	48	40	.	.	PUNCT
iajs-3922	49	1	generally	generally	ADV
iajs-3922	49	2	,	,	PUNCT
iajs-3922	49	3	the	the	DET
iajs-3922	49	4	type	type	NOUN
iajs-3922	49	5	of	of	ADP
iajs-3922	49	6	energy	energy	NOUN
iajs-3922	49	7	system	system	NOUN
iajs-3922	49	8	and	and	CCONJ
iajs-3922	49	9	its	its	PRON
iajs-3922	49	10	components	component	NOUN
iajs-3922	49	11	dictate	dictate	VERB
iajs-3922	49	12	the	the	DET
iajs-3922	49	13	appropriate	appropriate	ADJ
iajs-3922	49	14	energy	energy	NOUN
iajs-3922	49	15	management	management	NOUN
iajs-3922	49	16	strategy	strategy	NOUN
iajs-3922	49	17	.	.	PUNCT
iajs-3922	50	1	in	in	ADP
iajs-3922	50	2	light	light	NOUN
iajs-3922	50	3	of	of	ADP
iajs-3922	50	4	this	this	PRON
iajs-3922	50	5	,	,	PUNCT
iajs-3922	50	6	researchers	researcher	NOUN
iajs-3922	50	7	employed	employ	VERB
iajs-3922	50	8	various	various	ADJ
iajs-3922	50	9	strategies	strategy	NOUN
iajs-3922	50	10	and	and	CCONJ
iajs-3922	50	11	techniques	technique	NOUN
iajs-3922	50	12	,	,	PUNCT
iajs-3922	50	13	including	include	VERB
iajs-3922	50	14	intelligent	intelligent	ADJ
iajs-3922	50	15	data	datum	NOUN
iajs-3922	50	16	analysis	analysis	NOUN
iajs-3922	50	17	,	,	PUNCT
iajs-3922	50	18	to	to	PART
iajs-3922	50	19	formulate	formulate	VERB
iajs-3922	50	20	an	an	DET
iajs-3922	50	21	effective	effective	ADJ
iajs-3922	50	22	energy	energy	NOUN
iajs-3922	50	23	management	management	NOUN
iajs-3922	50	24	plan	plan	NOUN
iajs-3922	50	25	[	[	X
iajs-3922	50	26	5	5	NUM
iajs-3922	50	27	]	]	PUNCT
iajs-3922	50	28	.	.	PUNCT
iajs-3922	51	1	renewable	renewable	ADJ
iajs-3922	51	2	energy	energy	NOUN
iajs-3922	51	3	management	management	NOUN
iajs-3922	51	4	has	have	VERB
iajs-3922	51	5	many	many	ADJ
iajs-3922	51	6	essential	essential	ADJ
iajs-3922	51	7	features	feature	NOUN
iajs-3922	51	8	,	,	PUNCT
iajs-3922	51	9	such	such	ADJ
iajs-3922	51	10	as	as	ADP
iajs-3922	51	11	resource	resource	NOUN
iajs-3922	51	12	evaluation	evaluation	NOUN
iajs-3922	51	13	,	,	PUNCT
iajs-3922	51	14	system	system	NOUN
iajs-3922	51	15	design	design	NOUN
iajs-3922	51	16	and	and	CCONJ
iajs-3922	51	17	integration	integration	NOUN
iajs-3922	51	18	,	,	PUNCT
iajs-3922	51	19	energy	energy	NOUN
iajs-3922	51	20	storage	storage	NOUN
iajs-3922	51	21	solutions	solution	NOUN
iajs-3922	51	22	,	,	PUNCT
iajs-3922	51	23	smart	smart	ADJ
iajs-3922	51	24	grid	grid	NOUN
iajs-3922	51	25	technology	technology	NOUN
iajs-3922	51	26	,	,	PUNCT
iajs-3922	51	27	grid	grid	NOUN
iajs-3922	51	28	development	development	NOUN
iajs-3922	51	29	,	,	PUNCT
iajs-3922	51	30	grid	grid	NOUN
iajs-3922	51	31	stability	stability	NOUN
iajs-3922	51	32	and	and	CCONJ
iajs-3922	51	33	balance	balance	NOUN
iajs-3922	51	34	,	,	PUNCT
iajs-3922	51	35	energy	energy	NOUN
iajs-3922	51	36	management	management	NOUN
iajs-3922	51	37	software	software	NOUN
iajs-3922	51	38	,	,	PUNCT
iajs-3922	51	39	lifecycle	lifecycle	NOUN
iajs-3922	51	40	assessment	assessment	NOUN
iajs-3922	51	41	,	,	PUNCT
iajs-3922	51	42	maintenance	maintenance	NOUN
iajs-3922	51	43	,	,	PUNCT
iajs-3922	51	44	and	and	CCONJ
iajs-3922	51	45	optimization	optimization	NOUN
iajs-3922	51	46	[	[	X
iajs-3922	51	47	6	6	NUM
iajs-3922	51	48	]	]	PUNCT
iajs-3922	51	49	.	.	PUNCT
iajs-3922	52	1	3	3	X
iajs-3922	52	2	.	.	X
iajs-3922	52	3	intelligent	intelligent	ADJ
iajs-3922	52	4	data	datum	NOUN
iajs-3922	52	5	analysis	analysis	NOUN
iajs-3922	52	6	(	(	PUNCT
iajs-3922	52	7	ida	ida	PROPN
iajs-3922	52	8	)	)	PUNCT
iajs-3922	52	9	ida	ida	PROPN
iajs-3922	52	10	is	be	AUX
iajs-3922	52	11	a	a	DET
iajs-3922	52	12	subfield	subfield	NOUN
iajs-3922	52	13	of	of	ADP
iajs-3922	52	14	modern	modern	ADJ
iajs-3922	52	15	science	science	NOUN
iajs-3922	52	16	that	that	PRON
iajs-3922	52	17	involves	involve	VERB
iajs-3922	52	18	finding	find	VERB
iajs-3922	52	19	out	out	ADP
iajs-3922	52	20	the	the	DET
iajs-3922	52	21	most	most	ADV
iajs-3922	52	22	valuable	valuable	ADJ
iajs-3922	52	23	facts	fact	NOUN
iajs-3922	52	24	through	through	ADP
iajs-3922	52	25	data	datum	NOUN
iajs-3922	52	26	science	science	NOUN
iajs-3922	52	27	to	to	PART
iajs-3922	52	28	specify	specify	VERB
iajs-3922	52	29	and	and	CCONJ
iajs-3922	52	30	solve	solve	VERB
iajs-3922	52	31	significant	significant	ADJ
iajs-3922	52	32	problems	problem	NOUN
iajs-3922	52	33	step	step	NOUN
iajs-3922	52	34	-	-	PUNCT
iajs-3922	52	35	by	by	ADP
iajs-3922	52	36	-	-	PUNCT
iajs-3922	52	37	step	step	NOUN
iajs-3922	52	38	;	;	PUNCT
iajs-3922	52	39	then	then	ADV
iajs-3922	52	40	,	,	PUNCT
iajs-3922	52	41	its	its	PRON
iajs-3922	52	42	solutions	solution	NOUN
iajs-3922	52	43	must	must	AUX
iajs-3922	52	44	be	be	AUX
iajs-3922	52	45	accessible	accessible	ADJ
iajs-3922	52	46	to	to	ADP
iajs-3922	52	47	all	all	DET
iajs-3922	52	48	persons	person	NOUN
iajs-3922	52	49	and	and	CCONJ
iajs-3922	52	50	expressed	express	VERB
iajs-3922	52	51	without	without	ADP
iajs-3922	52	52	particular	particular	ADJ
iajs-3922	52	53	expertise	expertise	NOUN
iajs-3922	52	54	or	or	CCONJ
iajs-3922	52	55	insider	insider	NOUN
iajs-3922	52	56	knowledge	knowledge	NOUN
iajs-3922	52	57	.	.	PUNCT
iajs-3922	53	1	the	the	DET
iajs-3922	53	2	ida	ida	PROPN
iajs-3922	53	3	involves	involve	VERB
iajs-3922	53	4	the	the	DET
iajs-3922	53	5	following	follow	VERB
iajs-3922	53	6	steps	step	NOUN
iajs-3922	53	7	:	:	PUNCT
iajs-3922	53	8	•	•	NUM
iajs-3922	53	9	collecting	collect	VERB
iajs-3922	53	10	the	the	DET
iajs-3922	53	11	data	datum	NOUN
iajs-3922	53	12	that	that	PRON
iajs-3922	53	13	describes	describe	VERB
iajs-3922	53	14	a	a	DET
iajs-3922	53	15	real	real	ADJ
iajs-3922	53	16	problem	problem	NOUN
iajs-3922	53	17	and	and	CCONJ
iajs-3922	53	18	transforming	transform	VERB
iajs-3922	53	19	it	it	PRON
iajs-3922	53	20	into	into	ADP
iajs-3922	53	21	an	an	DET
iajs-3922	53	22	appropriate	appropriate	ADJ
iajs-3922	53	23	form	form	NOUN
iajs-3922	53	24	for	for	ADP
iajs-3922	53	25	analysis	analysis	NOUN
iajs-3922	53	26	.	.	PUNCT
iajs-3922	54	1	•	•	NUM
iajs-3922	54	2	a	a	DET
iajs-3922	54	3	model	model	NOUN
iajs-3922	54	4	based	base	VERB
iajs-3922	54	5	on	on	ADP
iajs-3922	54	6	examination	examination	NOUN
iajs-3922	54	7	-	-	PUNCT
iajs-3922	54	8	relevant	relevant	ADJ
iajs-3922	54	9	data	datum	NOUN
iajs-3922	54	10	characteristics	characteristic	NOUN
iajs-3922	54	11	preparing	prepare	VERB
iajs-3922	54	12	and	and	CCONJ
iajs-3922	54	13	preprocessing	preprocesse	VERB
iajs-3922	54	14	the	the	DET
iajs-3922	54	15	data	datum	NOUN
iajs-3922	54	16	to	to	PART
iajs-3922	54	17	solve	solve	VERB
iajs-3922	54	18	real	real	ADJ
iajs-3922	54	19	problems	problem	NOUN
iajs-3922	54	20	.	.	PUNCT
iajs-3922	55	1	•	•	NUM
iajs-3922	55	2	deep	deep	ADJ
iajs-3922	55	3	learning	learning	NOUN
iajs-3922	55	4	and	and	CCONJ
iajs-3922	55	5	machine	machine	NOUN
iajs-3922	55	6	learning	learning	NOUN
iajs-3922	55	7	techniques	technique	NOUN
iajs-3922	55	8	are	be	AUX
iajs-3922	55	9	used	use	VERB
iajs-3922	55	10	to	to	PART
iajs-3922	55	11	analyze	analyze	VERB
iajs-3922	55	12	data	datum	NOUN
iajs-3922	55	13	and	and	CCONJ
iajs-3922	55	14	create	create	VERB
iajs-3922	55	15	comprehensible	comprehensible	ADJ
iajs-3922	55	16	patterns	pattern	NOUN
iajs-3922	55	17	.	.	PUNCT
iajs-3922	56	1	many	many	ADJ
iajs-3922	56	2	different	different	ADJ
iajs-3922	56	3	types	type	NOUN
iajs-3922	56	4	of	of	ADP
iajs-3922	56	5	energy	energy	NOUN
iajs-3922	56	6	-	-	PUNCT
iajs-3922	56	7	related	relate	VERB
iajs-3922	56	8	problems	problem	NOUN
iajs-3922	56	9	have	have	AUX
iajs-3922	56	10	been	be	AUX
iajs-3922	56	11	solved	solve	VERB
iajs-3922	56	12	successfully	successfully	ADV
iajs-3922	56	13	with	with	ADP
iajs-3922	56	14	intelligent	intelligent	ADJ
iajs-3922	56	15	data	datum	NOUN
iajs-3922	56	16	analysis	analysis	NOUN
iajs-3922	56	17	techniques	technique	NOUN
iajs-3922	56	18	,	,	PUNCT
iajs-3922	56	19	such	such	ADJ
iajs-3922	56	20	as	as	ADP
iajs-3922	56	21	those	those	DET
iajs-3922	56	22	incorporating	incorporate	VERB
iajs-3922	56	23	data	datum	NOUN
iajs-3922	56	24	mining	mining	NOUN
iajs-3922	56	25	and	and	CCONJ
iajs-3922	56	26	statistical	statistical	ADJ
iajs-3922	56	27	or	or	CCONJ
iajs-3922	56	28	machine	machine	NOUN
iajs-3922	56	29	learning	learning	NOUN
iajs-3922	56	30	algorithms	algorithm	NOUN
iajs-3922	56	31	,	,	PUNCT
iajs-3922	56	32	including	include	VERB
iajs-3922	56	33	forecasts	forecast	NOUN
iajs-3922	56	34	of	of	ADP
iajs-3922	56	35	renewable	renewable	ADJ
iajs-3922	56	36	energy	energy	NOUN
iajs-3922	56	37	generation	generation	NOUN
iajs-3922	56	38	and	and	CCONJ
iajs-3922	56	39	forecasts	forecast	NOUN
iajs-3922	56	40	of	of	ADP
iajs-3922	56	41	energy	energy	NOUN
iajs-3922	56	42	consumption	consumption	NOUN
iajs-3922	56	43	(	(	PUNCT
iajs-3922	56	44	e.g.	e.g.	ADV
iajs-3922	56	45	,	,	PUNCT
iajs-3922	56	46	sun	sun	NOUN
iajs-3922	56	47	irradiance	irradiance	NOUN
iajs-3922	56	48	)	)	PUNCT
iajs-3922	57	1	[	[	X
iajs-3922	57	2	7	7	NUM
iajs-3922	57	3	]	]	PUNCT
iajs-3922	57	4	.	.	PUNCT
iajs-3922	58	1	because	because	SCONJ
iajs-3922	58	2	of	of	ADP
iajs-3922	58	3	the	the	DET
iajs-3922	58	4	intelligent	intelligent	ADJ
iajs-3922	58	5	data	datum	NOUN
iajs-3922	58	6	analysis	analysis	NOUN
iajs-3922	58	7	techniques	technique	NOUN
iajs-3922	58	8	'	'	PART
iajs-3922	58	9	capacity	capacity	NOUN
iajs-3922	58	10	to	to	PART
iajs-3922	58	11	handle	handle	VERB
iajs-3922	58	12	vast	vast	ADJ
iajs-3922	58	13	amounts	amount	NOUN
iajs-3922	58	14	of	of	ADP
iajs-3922	58	15	data	datum	NOUN
iajs-3922	58	16	and	and	CCONJ
iajs-3922	58	17	find	find	VERB
iajs-3922	58	18	complicated	complicated	ADJ
iajs-3922	58	19	patterns	pattern	NOUN
iajs-3922	58	20	,	,	PUNCT
iajs-3922	58	21	they	they	PRON
iajs-3922	58	22	are	be	AUX
iajs-3922	58	23	great	great	ADJ
iajs-3922	58	24	tools	tool	NOUN
iajs-3922	58	25	for	for	ADP
iajs-3922	58	26	extracting	extract	VERB
iajs-3922	58	27	meaningful	meaningful	ADJ
iajs-3922	58	28	insights	insight	NOUN
iajs-3922	58	29	from	from	ADP
iajs-3922	58	30	disparate	disparate	ADJ
iajs-3922	58	31	datasets	dataset	NOUN
iajs-3922	58	32	.	.	PUNCT
iajs-3922	59	1	about	about	ADP
iajs-3922	59	2	:	:	PUNCT
iajs-3922	59	3	blank#_enref_7	blank#_enref_7	ADJ
iajs-3922	59	4	ihjpas	ihjpa	NOUN
iajs-3922	59	5	.	.	PUNCT
iajs-3922	60	1	2024	2024	NUM
iajs-3922	60	2	,	,	PUNCT
iajs-3922	60	3	37(4	37(4	NOUN
iajs-3922	60	4	)	)	PUNCT
iajs-3922	60	5	442	442	NUM
iajs-3922	60	6	ml	ml	NOUN
iajs-3922	60	7	and	and	CCONJ
iajs-3922	60	8	dl	dl	PROPN
iajs-3922	60	9	are	be	AUX
iajs-3922	60	10	significant	significant	ADJ
iajs-3922	60	11	disciplines	discipline	NOUN
iajs-3922	60	12	of	of	ADP
iajs-3922	60	13	ai	ai	PROPN
iajs-3922	60	14	(	(	PUNCT
iajs-3922	60	15	as	as	SCONJ
iajs-3922	60	16	shown	show	VERB
iajs-3922	60	17	in	in	ADP
iajs-3922	60	18	figure	figure	NOUN
iajs-3922	60	19	(	(	PUNCT
iajs-3922	60	20	2	2	NUM
iajs-3922	60	21	)	)	PUNCT
iajs-3922	60	22	)	)	PUNCT
iajs-3922	60	23	.	.	PUNCT
iajs-3922	61	1	ml	ml	PROPN
iajs-3922	61	2	algorithms	algorithm	NOUN
iajs-3922	61	3	are	be	AUX
iajs-3922	61	4	developed	develop	VERB
iajs-3922	61	5	on	on	ADP
iajs-3922	61	6	a	a	DET
iajs-3922	61	7	wide	wide	ADJ
iajs-3922	61	8	range	range	NOUN
iajs-3922	61	9	of	of	ADP
iajs-3922	61	10	data	datum	NOUN
iajs-3922	61	11	and	and	CCONJ
iajs-3922	61	12	prove	prove	VERB
iajs-3922	61	13	highly	highly	ADV
iajs-3922	61	14	efficient	efficient	ADJ
iajs-3922	61	15	in	in	ADP
iajs-3922	61	16	dealing	deal	VERB
iajs-3922	61	17	with	with	ADP
iajs-3922	61	18	data	datum	NOUN
iajs-3922	61	19	heterogeneity	heterogeneity	NOUN
iajs-3922	61	20	and	and	CCONJ
iajs-3922	61	21	complex	complex	ADJ
iajs-3922	61	22	forecasting	forecasting	NOUN
iajs-3922	61	23	challenges	challenge	NOUN
iajs-3922	61	24	[	[	X
iajs-3922	61	25	8	8	NUM
iajs-3922	61	26	,	,	PUNCT
iajs-3922	61	27	9	9	NUM
iajs-3922	61	28	]	]	PUNCT
iajs-3922	61	29	.	.	PUNCT
iajs-3922	62	1	dl	dl	PROPN
iajs-3922	62	2	has	have	VERB
iajs-3922	62	3	multiple	multiple	ADJ
iajs-3922	62	4	layers	layer	NOUN
iajs-3922	62	5	capable	capable	ADJ
iajs-3922	62	6	of	of	ADP
iajs-3922	62	7	developing	develop	VERB
iajs-3922	62	8	properties	property	NOUN
iajs-3922	62	9	at	at	ADP
iajs-3922	62	10	a	a	DET
iajs-3922	62	11	high	high	ADJ
iajs-3922	62	12	degree	degree	NOUN
iajs-3922	62	13	of	of	ADP
iajs-3922	62	14	abstraction	abstraction	NOUN
iajs-3922	62	15	[	[	X
iajs-3922	62	16	10	10	NUM
iajs-3922	62	17	]	]	PUNCT
iajs-3922	62	18	.	.	PUNCT
iajs-3922	63	1	these	these	DET
iajs-3922	63	2	algorithms	algorithm	NOUN
iajs-3922	63	3	may	may	AUX
iajs-3922	63	4	be	be	AUX
iajs-3922	63	5	executed	execute	VERB
iajs-3922	63	6	automatically	automatically	ADV
iajs-3922	63	7	,	,	PUNCT
iajs-3922	63	8	removing	remove	VERB
iajs-3922	63	9	the	the	DET
iajs-3922	63	10	requirement	requirement	NOUN
iajs-3922	63	11	for	for	ADP
iajs-3922	63	12	human	human	ADJ
iajs-3922	63	13	intervention	intervention	NOUN
iajs-3922	63	14	collecting	collect	VERB
iajs-3922	63	15	the	the	DET
iajs-3922	63	16	data	datum	NOUN
iajs-3922	63	17	that	that	PRON
iajs-3922	63	18	describes	describe	VERB
iajs-3922	63	19	a	a	DET
iajs-3922	63	20	real	real	ADJ
iajs-3922	63	21	problem	problem	NOUN
iajs-3922	63	22	and	and	CCONJ
iajs-3922	63	23	transforming	transform	VERB
iajs-3922	63	24	it	it	PRON
iajs-3922	63	25	into	into	ADP
iajs-3922	63	26	an	an	DET
iajs-3922	63	27	appropriate	appropriate	ADJ
iajs-3922	63	28	form	form	NOUN
iajs-3922	63	29	for	for	ADP
iajs-3922	63	30	analysis	analysis	NOUN
iajs-3922	63	31	.	.	PUNCT
iajs-3922	64	1	•	•	NUM
iajs-3922	64	2	a	a	DET
iajs-3922	64	3	model	model	NOUN
iajs-3922	64	4	based	base	VERB
iajs-3922	64	5	on	on	ADP
iajs-3922	64	6	examination	examination	NOUN
iajs-3922	64	7	-	-	PUNCT
iajs-3922	64	8	relevant	relevant	ADJ
iajs-3922	64	9	data	datum	NOUN
iajs-3922	64	10	characteristics	characteristic	NOUN
iajs-3922	64	11	preparing	prepare	VERB
iajs-3922	64	12	and	and	CCONJ
iajs-3922	64	13	preprocessing	preprocesse	VERB
iajs-3922	64	14	the	the	DET
iajs-3922	64	15	data	datum	NOUN
iajs-3922	64	16	to	to	PART
iajs-3922	64	17	solve	solve	VERB
iajs-3922	64	18	real	real	ADJ
iajs-3922	64	19	problems	problem	NOUN
iajs-3922	64	20	.	.	PUNCT
iajs-3922	65	1	•	•	NUM
iajs-3922	65	2	deep	deep	ADJ
iajs-3922	65	3	learning	learning	NOUN
iajs-3922	65	4	and	and	CCONJ
iajs-3922	65	5	machine	machine	NOUN
iajs-3922	65	6	learning	learning	NOUN
iajs-3922	65	7	techniques	technique	NOUN
iajs-3922	65	8	are	be	AUX
iajs-3922	65	9	used	use	VERB
iajs-3922	65	10	to	to	PART
iajs-3922	65	11	analyze	analyze	VERB
iajs-3922	65	12	data	datum	NOUN
iajs-3922	65	13	and	and	CCONJ
iajs-3922	65	14	create	create	VERB
iajs-3922	65	15	comprehensible	comprehensible	ADJ
iajs-3922	65	16	patterns	pattern	NOUN
iajs-3922	65	17	.	.	PUNCT
iajs-3922	66	1	intelligent	intelligent	ADJ
iajs-3922	66	2	data	datum	NOUN
iajs-3922	66	3	analysis	analysis	NOUN
iajs-3922	66	4	techniques	technique	NOUN
iajs-3922	66	5	,	,	PUNCT
iajs-3922	66	6	which	which	PRON
iajs-3922	66	7	incorporate	incorporate	VERB
iajs-3922	66	8	data	datum	NOUN
iajs-3922	66	9	mining	mining	NOUN
iajs-3922	66	10	and	and	CCONJ
iajs-3922	66	11	statistical	statistical	ADJ
iajs-3922	66	12	or	or	CCONJ
iajs-3922	66	13	machine	machine	NOUN
iajs-3922	66	14	learning	learning	NOUN
iajs-3922	66	15	algorithms	algorithm	NOUN
iajs-3922	66	16	,	,	PUNCT
iajs-3922	66	17	have	have	AUX
iajs-3922	66	18	successfully	successfully	ADV
iajs-3922	66	19	solved	solve	VERB
iajs-3922	66	20	many	many	ADJ
iajs-3922	66	21	different	different	ADJ
iajs-3922	66	22	types	type	NOUN
iajs-3922	66	23	of	of	ADP
iajs-3922	66	24	energy	energy	NOUN
iajs-3922	66	25	-	-	PUNCT
iajs-3922	66	26	related	relate	VERB
iajs-3922	66	27	problems	problem	NOUN
iajs-3922	66	28	,	,	PUNCT
iajs-3922	66	29	including	include	VERB
iajs-3922	66	30	forecasts	forecast	NOUN
iajs-3922	66	31	of	of	ADP
iajs-3922	66	32	renewable	renewable	ADJ
iajs-3922	66	33	energy	energy	NOUN
iajs-3922	66	34	generation	generation	NOUN
iajs-3922	66	35	and	and	CCONJ
iajs-3922	66	36	energy	energy	NOUN
iajs-3922	66	37	consumption	consumption	NOUN
iajs-3922	66	38	(	(	PUNCT
iajs-3922	66	39	e.g.	e.g.	ADV
iajs-3922	66	40	,	,	PUNCT
iajs-3922	66	41	sun	sun	NOUN
iajs-3922	66	42	irradiance	irradiance	NOUN
iajs-3922	66	43	)	)	PUNCT
iajs-3922	66	44	.	.	PUNCT
iajs-3922	67	1	because	because	SCONJ
iajs-3922	67	2	intelligent	intelligent	ADJ
iajs-3922	67	3	data	datum	NOUN
iajs-3922	67	4	analysis	analysis	NOUN
iajs-3922	67	5	techniques	technique	NOUN
iajs-3922	67	6	have	have	VERB
iajs-3922	67	7	the	the	DET
iajs-3922	67	8	capacity	capacity	NOUN
iajs-3922	67	9	to	to	PART
iajs-3922	67	10	handle	handle	VERB
iajs-3922	67	11	vast	vast	ADJ
iajs-3922	67	12	amounts	amount	NOUN
iajs-3922	67	13	of	of	ADP
iajs-3922	67	14	data	datum	NOUN
iajs-3922	67	15	and	and	CCONJ
iajs-3922	67	16	find	find	VERB
iajs-3922	67	17	complicated	complicated	ADJ
iajs-3922	67	18	patterns	pattern	NOUN
iajs-3922	67	19	,	,	PUNCT
iajs-3922	67	20	they	they	PRON
iajs-3922	67	21	are	be	AUX
iajs-3922	67	22	excellent	excellent	ADJ
iajs-3922	67	23	tools	tool	NOUN
iajs-3922	67	24	for	for	ADP
iajs-3922	67	25	extracting	extract	VERB
iajs-3922	67	26	meaningful	meaningful	ADJ
iajs-3922	67	27	insights	insight	NOUN
iajs-3922	67	28	from	from	ADP
iajs-3922	67	29	disparate	disparate	ADJ
iajs-3922	67	30	datasets	dataset	NOUN
iajs-3922	67	31	.	.	PUNCT
iajs-3922	68	1	figure	figure	NOUN
iajs-3922	68	2	2	2	NUM
iajs-3922	68	3	illustrates	illustrate	VERB
iajs-3922	68	4	the	the	DET
iajs-3922	68	5	significance	significance	NOUN
iajs-3922	68	6	of	of	ADP
iajs-3922	68	7	ml	ml	X
iajs-3922	68	8	and	and	CCONJ
iajs-3922	68	9	dl	dl	PROPN
iajs-3922	68	10	as	as	ADP
iajs-3922	68	11	disciplines	discipline	NOUN
iajs-3922	68	12	within	within	ADP
iajs-3922	68	13	ai	ai	NOUN
iajs-3922	68	14	.	.	PUNCT
iajs-3922	69	1	we	we	PRON
iajs-3922	69	2	develop	develop	VERB
iajs-3922	69	3	ml	ml	ADP
iajs-3922	69	4	algorithms	algorithm	NOUN
iajs-3922	69	5	on	on	ADP
iajs-3922	69	6	a	a	DET
iajs-3922	69	7	wide	wide	ADJ
iajs-3922	69	8	range	range	NOUN
iajs-3922	69	9	of	of	ADP
iajs-3922	69	10	data	datum	NOUN
iajs-3922	69	11	and	and	CCONJ
iajs-3922	69	12	find	find	VERB
iajs-3922	69	13	them	they	PRON
iajs-3922	69	14	highly	highly	ADV
iajs-3922	69	15	efficient	efficient	ADJ
iajs-3922	69	16	in	in	ADP
iajs-3922	69	17	handling	handle	VERB
iajs-3922	69	18	data	datum	NOUN
iajs-3922	69	19	heterogeneity	heterogeneity	NOUN
iajs-3922	69	20	and	and	CCONJ
iajs-3922	69	21	complex	complex	ADJ
iajs-3922	69	22	forecasting	forecasting	NOUN
iajs-3922	69	23	challenges	challenge	NOUN
iajs-3922	69	24	.	.	PUNCT
iajs-3922	70	1	dl	dl	PROPN
iajs-3922	70	2	has	have	VERB
iajs-3922	70	3	multiple	multiple	ADJ
iajs-3922	70	4	layers	layer	NOUN
iajs-3922	70	5	capable	capable	ADJ
iajs-3922	70	6	of	of	ADP
iajs-3922	70	7	developing	develop	VERB
iajs-3922	70	8	properties	property	NOUN
iajs-3922	70	9	at	at	ADP
iajs-3922	70	10	a	a	DET
iajs-3922	70	11	high	high	ADJ
iajs-3922	70	12	degree	degree	NOUN
iajs-3922	70	13	of	of	ADP
iajs-3922	70	14	abstraction	abstraction	NOUN
iajs-3922	70	15	[	[	X
iajs-3922	70	16	10	10	NUM
iajs-3922	70	17	]	]	PUNCT
iajs-3922	70	18	.	.	PUNCT
iajs-3922	71	1	automated	automate	VERB
iajs-3922	71	2	execution	execution	NOUN
iajs-3922	71	3	of	of	ADP
iajs-3922	71	4	these	these	DET
iajs-3922	71	5	algorithms	algorithm	NOUN
iajs-3922	71	6	eliminates	eliminate	VERB
iajs-3922	71	7	the	the	DET
iajs-3922	71	8	need	need	NOUN
iajs-3922	71	9	for	for	ADP
iajs-3922	71	10	human	human	ADJ
iajs-3922	71	11	intervention	intervention	NOUN
iajs-3922	71	12	[	[	X
iajs-3922	71	13	9	9	NUM
iajs-3922	71	14	]	]	PUNCT
iajs-3922	71	15	.	.	PUNCT
iajs-3922	72	1	figure	figure	NOUN
iajs-3922	72	2	2	2	NUM
iajs-3922	72	3	.	.	NUM
iajs-3922	72	4	types	type	NOUN
iajs-3922	72	5	of	of	ADP
iajs-3922	72	6	ml	ml	NOUN
iajs-3922	72	7	techniques	technique	NOUN
iajs-3922	72	8	and	and	CCONJ
iajs-3922	72	9	the	the	DET
iajs-3922	72	10	relation	relation	NOUN
iajs-3922	72	11	between	between	ADP
iajs-3922	72	12	(	(	PUNCT
iajs-3922	72	13	ai	ai	VERB
iajs-3922	72	14	,	,	PUNCT
iajs-3922	72	15	ml	ml	ADV
iajs-3922	72	16	,	,	PUNCT
iajs-3922	72	17	and	and	CCONJ
iajs-3922	72	18	dl	dl	PROPN
iajs-3922	72	19	)	)	PUNCT
iajs-3922	73	1	[	[	X
iajs-3922	73	2	8	8	NUM
iajs-3922	73	3	]	]	PUNCT
iajs-3922	73	4	the	the	DET
iajs-3922	73	5	depth	depth	NOUN
iajs-3922	73	6	of	of	ADP
iajs-3922	73	7	the	the	DET
iajs-3922	73	8	network	network	NOUN
iajs-3922	73	9	is	be	AUX
iajs-3922	73	10	determined	determine	VERB
iajs-3922	73	11	by	by	ADP
iajs-3922	73	12	the	the	DET
iajs-3922	73	13	number	number	NOUN
iajs-3922	73	14	of	of	ADP
iajs-3922	73	15	layers	layer	NOUN
iajs-3922	73	16	,	,	PUNCT
iajs-3922	73	17	and	and	CCONJ
iajs-3922	73	18	each	each	DET
iajs-3922	73	19	layer	layer	NOUN
iajs-3922	73	20	consists	consist	VERB
iajs-3922	73	21	of	of	ADP
iajs-3922	73	22	a	a	DET
iajs-3922	73	23	different	different	ADJ
iajs-3922	73	24	number	number	NOUN
iajs-3922	73	25	of	of	ADP
iajs-3922	73	26	neurons	neuron	NOUN
iajs-3922	73	27	with	with	ADP
iajs-3922	73	28	one	one	NUM
iajs-3922	73	29	or	or	CCONJ
iajs-3922	73	30	many	many	ADJ
iajs-3922	73	31	types	type	NOUN
iajs-3922	73	32	of	of	ADP
iajs-3922	73	33	activation	activation	NOUN
iajs-3922	73	34	functions	function	NOUN
iajs-3922	73	35	.	.	PUNCT
iajs-3922	74	1	dl	dl	PROPN
iajs-3922	74	2	has	have	VERB
iajs-3922	74	3	many	many	ADJ
iajs-3922	74	4	advantages	advantage	NOUN
iajs-3922	74	5	,	,	PUNCT
iajs-3922	74	6	such	such	ADJ
iajs-3922	74	7	as	as	ADP
iajs-3922	74	8	its	its	PRON
iajs-3922	74	9	ability	ability	NOUN
iajs-3922	74	10	to	to	PART
iajs-3922	74	11	handle	handle	VERB
iajs-3922	74	12	complex	complex	ADJ
iajs-3922	74	13	types	type	NOUN
iajs-3922	74	14	of	of	ADP
iajs-3922	74	15	data	datum	NOUN
iajs-3922	74	16	without	without	ADP
iajs-3922	74	17	user	user	NOUN
iajs-3922	74	18	instruction	instruction	NOUN
iajs-3922	74	19	and	and	CCONJ
iajs-3922	74	20	scalability	scalability	NOUN
iajs-3922	74	21	.	.	PUNCT
iajs-3922	75	1	while	while	SCONJ
iajs-3922	75	2	dl	dl	PROPN
iajs-3922	75	3	models	model	NOUN
iajs-3922	75	4	may	may	AUX
iajs-3922	75	5	be	be	AUX
iajs-3922	75	6	expensive	expensive	ADJ
iajs-3922	75	7	to	to	PART
iajs-3922	75	8	develop	develop	VERB
iajs-3922	75	9	,	,	PUNCT
iajs-3922	75	10	they	they	PRON
iajs-3922	75	11	produce	produce	VERB
iajs-3922	75	12	high	high	ADJ
iajs-3922	75	13	-	-	PUNCT
iajs-3922	75	14	quality	quality	NOUN
iajs-3922	75	15	results	result	NOUN
iajs-3922	75	16	that	that	PRON
iajs-3922	75	17	are	be	AUX
iajs-3922	75	18	beneficial	beneficial	ADJ
iajs-3922	75	19	for	for	ADP
iajs-3922	75	20	organizations	organization	NOUN
iajs-3922	75	21	.	.	PUNCT
iajs-3922	76	1	studies	study	NOUN
iajs-3922	76	2	[	[	X
iajs-3922	76	3	11	11	NUM
iajs-3922	76	4	,	,	PUNCT
iajs-3922	76	5	12	12	NUM
iajs-3922	76	6	]	]	PUNCT
iajs-3922	76	7	have	have	AUX
iajs-3922	76	8	noted	note	VERB
iajs-3922	76	9	the	the	DET
iajs-3922	76	10	benefits	benefit	NOUN
iajs-3922	76	11	of	of	ADP
iajs-3922	76	12	deep	deep	ADJ
iajs-3922	76	13	learning	learning	NOUN
iajs-3922	76	14	.	.	PUNCT
iajs-3922	77	1	dl	dl	PROPN
iajs-3922	77	2	poses	pose	VERB
iajs-3922	77	3	several	several	ADJ
iajs-3922	77	4	challenges	challenge	NOUN
iajs-3922	77	5	,	,	PUNCT
iajs-3922	77	6	such	such	ADJ
iajs-3922	77	7	as	as	ADP
iajs-3922	77	8	the	the	DET
iajs-3922	77	9	requirement	requirement	NOUN
iajs-3922	77	10	for	for	ADP
iajs-3922	77	11	a	a	DET
iajs-3922	77	12	substantial	substantial	ADJ
iajs-3922	77	13	amount	amount	NOUN
iajs-3922	77	14	of	of	ADP
iajs-3922	77	15	training	training	NOUN
iajs-3922	77	16	data	datum	NOUN
iajs-3922	77	17	to	to	PART
iajs-3922	77	18	achieve	achieve	VERB
iajs-3922	77	19	a	a	DET
iajs-3922	77	20	well	well	ADV
iajs-3922	77	21	-	-	PUNCT
iajs-3922	77	22	performing	perform	VERB
iajs-3922	77	23	model	model	NOUN
iajs-3922	77	24	.	.	PUNCT
iajs-3922	78	1	dl	dl	PROPN
iajs-3922	78	2	models	model	NOUN
iajs-3922	78	3	are	be	AUX
iajs-3922	78	4	also	also	ADV
iajs-3922	78	5	very	very	ADV
iajs-3922	78	6	complicated	complicated	ADJ
iajs-3922	78	7	and	and	CCONJ
iajs-3922	78	8	need	need	VERB
iajs-3922	78	9	a	a	DET
iajs-3922	78	10	lot	lot	NOUN
iajs-3922	78	11	of	of	ADP
iajs-3922	78	12	memory	memory	NOUN
iajs-3922	78	13	.	.	PUNCT
iajs-3922	79	1	even	even	ADV
iajs-3922	79	2	small	small	ADJ
iajs-3922	79	3	changes	change	NOUN
iajs-3922	79	4	to	to	ADP
iajs-3922	79	5	the	the	DET
iajs-3922	79	6	model	model	NOUN
iajs-3922	79	7	can	can	AUX
iajs-3922	79	8	produce	produce	VERB
iajs-3922	79	9	different	different	ADJ
iajs-3922	79	10	outcomes	outcome	NOUN
iajs-3922	79	11	because	because	SCONJ
iajs-3922	79	12	it	it	PRON
iajs-3922	79	13	is	be	AUX
iajs-3922	79	14	not	not	PART
iajs-3922	79	15	fully	fully	ADV
iajs-3922	79	16	described	describe	VERB
iajs-3922	79	17	;	;	PUNCT
iajs-3922	79	18	also	also	ADV
iajs-3922	79	19	,	,	PUNCT
iajs-3922	79	20	issues	issue	NOUN
iajs-3922	79	21	with	with	ADP
iajs-3922	79	22	vanishing	vanish	VERB
iajs-3922	79	23	or	or	CCONJ
iajs-3922	79	24	exploding	explode	VERB
iajs-3922	79	25	gradients	gradient	NOUN
iajs-3922	79	26	can	can	AUX
iajs-3922	79	27	stop	stop	VERB
iajs-3922	79	28	the	the	DET
iajs-3922	79	29	proper	proper	ADJ
iajs-3922	79	30	updating	updating	NOUN
iajs-3922	79	31	of	of	ADP
iajs-3922	79	32	weights	weight	NOUN
iajs-3922	79	33	,	,	PUNCT
iajs-3922	79	34	which	which	PRON
iajs-3922	79	35	can	can	AUX
iajs-3922	79	36	make	make	VERB
iajs-3922	79	37	models	model	NOUN
iajs-3922	79	38	unstable	unstable	ADJ
iajs-3922	79	39	[	[	X
iajs-3922	79	40	8	8	NUM
iajs-3922	79	41	]	]	PUNCT
iajs-3922	79	42	.	.	PUNCT
iajs-3922	80	1	ai	ai	AUX
iajs-3922	80	2	ml	ml	NOUN
iajs-3922	80	3	supervised	supervise	VERB
iajs-3922	80	4	unsupervised	unsupervised	ADJ
iajs-3922	80	5	deep	deep	ADJ
iajs-3922	80	6	learning	learning	NOUN
iajs-3922	80	7	reinforcement	reinforcement	NOUN
iajs-3922	80	8	regression	regression	NOUN
iajs-3922	80	9	(	(	PUNCT
iajs-3922	80	10	linear	linear	ADJ
iajs-3922	80	11	and	and	CCONJ
iajs-3922	80	12	polynomial	polynomial	ADJ
iajs-3922	80	13	regression	regression	NOUN
iajs-3922	80	14	,	,	PUNCT
iajs-3922	80	15	support	support	VERB
iajs-3922	80	16	vector	vector	NOUN
iajs-3922	80	17	regression	regression	NOUN
iajs-3922	80	18	)	)	PUNCT
iajs-3922	80	19	classifications	classification	NOUN
iajs-3922	80	20	(	(	PUNCT
iajs-3922	80	21	logistic	logistic	ADJ
iajs-3922	80	22	regression	regression	NOUN
iajs-3922	80	23	,	,	PUNCT
iajs-3922	80	24	decision	decision	NOUN
iajs-3922	80	25	tree	tree	NOUN
iajs-3922	80	26	,	,	PUNCT
iajs-3922	80	27	random	random	ADJ
iajs-3922	80	28	forest	forest	NOUN
iajs-3922	80	29	support	support	NOUN
iajs-3922	80	30	vector	vector	NOUN
iajs-3922	80	31	machine	machine	NOUN
iajs-3922	80	32	)	)	PUNCT
iajs-3922	80	33	dimensionality	dimensionality	NOUN
iajs-3922	80	34	reduction	reduction	NOUN
iajs-3922	80	35	(	(	PUNCT
iajs-3922	80	36	auto	auto	NOUN
iajs-3922	80	37	encoders	encoder	NOUN
iajs-3922	80	38	,	,	PUNCT
iajs-3922	80	39	pca	pca	PROPN
iajs-3922	80	40	)	)	PUNCT
iajs-3922	80	41	clustering	clustering	NOUN
iajs-3922	80	42	(	(	PUNCT
iajs-3922	80	43	k	k	NOUN
iajs-3922	80	44	-	-	PUNCT
iajs-3922	80	45	means	means	ADJ
iajs-3922	80	46	,	,	PUNCT
iajs-3922	80	47	agglomerative	agglomerative	ADJ
iajs-3922	80	48	hierarchal	hierarchal	NOUN
iajs-3922	80	49	,	,	PUNCT
iajs-3922	80	50	density	density	NOUN
iajs-3922	80	51	based	base	VERB
iajs-3922	80	52	,	,	PUNCT
iajs-3922	80	53	gaussian	gaussian	ADJ
iajs-3922	80	54	mixture	mixture	NOUN
iajs-3922	80	55	)	)	PUNCT
iajs-3922	80	56	decision	decision	NOUN
iajs-3922	80	57	making	making	NOUN
iajs-3922	80	58	(	(	PUNCT
iajs-3922	80	59	q	q	NOUN
iajs-3922	80	60	-	-	PUNCT
iajs-3922	80	61	learning	learning	ADJ
iajs-3922	80	62	,	,	PUNCT
iajs-3922	80	63	policy	policy	NOUN
iajs-3922	80	64	gradient	gradient	NOUN
iajs-3922	80	65	,	,	PUNCT
iajs-3922	80	66	r	r	NOUN
iajs-3922	80	67	-	-	PUNCT
iajs-3922	80	68	learning	learn	VERB
iajs-3922	80	69	,	,	PUNCT
iajs-3922	80	70	td	td	NOUN
iajs-3922	80	71	-	-	PUNCT
iajs-3922	80	72	learning	learning	NOUN
iajs-3922	80	73	)	)	PUNCT
iajs-3922	80	74	artificial	artificial	ADJ
iajs-3922	80	75	neural	neural	ADJ
iajs-3922	80	76	network	network	NOUN
iajs-3922	80	77	,	,	PUNCT
iajs-3922	80	78	convolutional	convolutional	ADJ
iajs-3922	80	79	neural	neural	ADJ
iajs-3922	80	80	network	network	NOUN
iajs-3922	80	81	,	,	PUNCT
iajs-3922	80	82	recurrent	recurrent	ADJ
iajs-3922	80	83	neural	neural	ADJ
iajs-3922	80	84	network	network	NOUN
iajs-3922	80	85	(	(	PUNCT
iajs-3922	80	86	lstm	lstm	PROPN
iajs-3922	80	87	,	,	PUNCT
iajs-3922	80	88	mlstm	mlstm	PROPN
iajs-3922	80	89	,	,	PUNCT
iajs-3922	80	90	gru),transfer	gru),transfer	PROPN
iajs-3922	80	91	learning	learning	NOUN
iajs-3922	80	92	,	,	PUNCT
iajs-3922	80	93	hybrid	hybrid	ADJ
iajs-3922	80	94	model	model	NOUN
iajs-3922	80	95	.	.	PUNCT
iajs-3922	81	1	about	about	ADP
iajs-3922	81	2	:	:	PUNCT
iajs-3922	81	3	blank#_enref_10	blank#_enref_10	NOUN
iajs-3922	81	4	ihjpas	ihjpa	NOUN
iajs-3922	81	5	.	.	PUNCT
iajs-3922	82	1	2024	2024	NUM
iajs-3922	82	2	,	,	PUNCT
iajs-3922	82	3	37(4	37(4	NOUN
iajs-3922	82	4	)	)	PUNCT
iajs-3922	82	5	443	443	NUM
iajs-3922	82	6	4	4	NUM
iajs-3922	82	7	.	.	PUNCT
iajs-3922	82	8	comparative	comparative	ADJ
iajs-3922	82	9	analysis	analysis	NOUN
iajs-3922	82	10	of	of	ADP
iajs-3922	82	11	ida	ida	PROPN
iajs-3922	82	12	techniques	technique	NOUN
iajs-3922	82	13	in	in	ADP
iajs-3922	82	14	the	the	DET
iajs-3922	82	15	management	management	NOUN
iajs-3922	82	16	of	of	ADP
iajs-3922	82	17	renewable	renewable	ADJ
iajs-3922	82	18	energy	energy	NOUN
iajs-3922	82	19	much	much	ADJ
iajs-3922	82	20	recent	recent	ADJ
iajs-3922	82	21	research	research	NOUN
iajs-3922	82	22	in	in	ADP
iajs-3922	82	23	renewable	renewable	ADJ
iajs-3922	82	24	energy	energy	NOUN
iajs-3922	82	25	management	management	NOUN
iajs-3922	82	26	has	have	AUX
iajs-3922	82	27	concentrated	concentrate	VERB
iajs-3922	82	28	on	on	ADP
iajs-3922	82	29	building	build	VERB
iajs-3922	82	30	comprehensive	comprehensive	ADJ
iajs-3922	82	31	techniques	technique	NOUN
iajs-3922	82	32	for	for	ADP
iajs-3922	82	33	successfully	successfully	ADV
iajs-3922	82	34	harnessing	harness	VERB
iajs-3922	82	35	sustainable	sustainable	ADJ
iajs-3922	82	36	energy	energy	NOUN
iajs-3922	82	37	sources	source	NOUN
iajs-3922	82	38	.	.	PUNCT
iajs-3922	83	1	researchers	researcher	NOUN
iajs-3922	83	2	are	be	AUX
iajs-3922	83	3	conducting	conduct	VERB
iajs-3922	83	4	research	research	NOUN
iajs-3922	83	5	to	to	PART
iajs-3922	83	6	enhance	enhance	VERB
iajs-3922	83	7	the	the	DET
iajs-3922	83	8	integration	integration	NOUN
iajs-3922	83	9	of	of	ADP
iajs-3922	83	10	renewable	renewable	ADJ
iajs-3922	83	11	energy	energy	NOUN
iajs-3922	83	12	technologies	technology	NOUN
iajs-3922	83	13	like	like	ADP
iajs-3922	83	14	solar	solar	ADJ
iajs-3922	83	15	,	,	PUNCT
iajs-3922	83	16	wind	wind	NOUN
iajs-3922	83	17	,	,	PUNCT
iajs-3922	83	18	and	and	CCONJ
iajs-3922	83	19	hydropower	hydropower	VERB
iajs-3922	83	20	into	into	ADP
iajs-3922	83	21	the	the	DET
iajs-3922	83	22	existing	exist	VERB
iajs-3922	83	23	energy	energy	NOUN
iajs-3922	83	24	infrastructure	infrastructure	NOUN
iajs-3922	83	25	.	.	PUNCT
iajs-3922	84	1	to	to	PART
iajs-3922	84	2	handle	handle	VERB
iajs-3922	84	3	the	the	DET
iajs-3922	84	4	intermittent	intermittent	ADJ
iajs-3922	84	5	nature	nature	NOUN
iajs-3922	84	6	of	of	ADP
iajs-3922	84	7	renewable	renewable	ADJ
iajs-3922	84	8	energy	energy	NOUN
iajs-3922	84	9	sources	source	NOUN
iajs-3922	84	10	,	,	PUNCT
iajs-3922	84	11	researchers	researcher	NOUN
iajs-3922	84	12	stress	stress	VERB
iajs-3922	84	13	resource	resource	NOUN
iajs-3922	84	14	evaluations	evaluation	NOUN
iajs-3922	84	15	,	,	PUNCT
iajs-3922	84	16	system	system	NOUN
iajs-3922	84	17	design	design	NOUN
iajs-3922	84	18	,	,	PUNCT
iajs-3922	84	19	and	and	CCONJ
iajs-3922	84	20	seamless	seamless	ADJ
iajs-3922	84	21	integration	integration	NOUN
iajs-3922	84	22	of	of	ADP
iajs-3922	84	23	energy	energy	NOUN
iajs-3922	84	24	storage	storage	NOUN
iajs-3922	84	25	systems	system	NOUN
iajs-3922	84	26	.	.	PUNCT
iajs-3922	85	1	this	this	DET
iajs-3922	85	2	study	study	NOUN
iajs-3922	85	3	primarily	primarily	ADV
iajs-3922	85	4	concentrates	concentrate	VERB
iajs-3922	85	5	on	on	ADP
iajs-3922	85	6	the	the	DET
iajs-3922	85	7	challenges	challenge	NOUN
iajs-3922	85	8	encountered	encounter	VERB
iajs-3922	85	9	by	by	ADP
iajs-3922	85	10	renewable	renewable	ADJ
iajs-3922	85	11	energy	energy	NOUN
iajs-3922	85	12	applications	application	NOUN
iajs-3922	85	13	and	and	CCONJ
iajs-3922	85	14	the	the	DET
iajs-3922	85	15	methods	method	NOUN
iajs-3922	85	16	employed	employ	VERB
iajs-3922	85	17	;	;	PUNCT
iajs-3922	85	18	we	we	PRON
iajs-3922	85	19	present	present	VERB
iajs-3922	85	20	a	a	DET
iajs-3922	85	21	selection	selection	NOUN
iajs-3922	85	22	of	of	ADP
iajs-3922	85	23	these	these	DET
iajs-3922	85	24	studies	study	NOUN
iajs-3922	85	25	below	below	ADV
iajs-3922	85	26	,	,	PUNCT
iajs-3922	85	27	each	each	PRON
iajs-3922	85	28	from	from	ADP
iajs-3922	85	29	a	a	DET
iajs-3922	85	30	unique	unique	ADJ
iajs-3922	85	31	perspective	perspective	NOUN
iajs-3922	85	32	on	on	ADP
iajs-3922	85	33	their	their	PRON
iajs-3922	85	34	application	application	NOUN
iajs-3922	85	35	.	.	PUNCT
iajs-3922	86	1	4.1	4.1	NUM
iajs-3922	86	2	intelligent	intelligent	ADJ
iajs-3922	86	3	data	datum	NOUN
iajs-3922	86	4	analysis	analysis	NOUN
iajs-3922	86	5	techniques	technique	NOUN
iajs-3922	86	6	for	for	ADP
iajs-3922	86	7	renewable	renewable	ADJ
iajs-3922	86	8	energy	energy	NOUN
iajs-3922	86	9	forecasting	forecasting	NOUN
iajs-3922	86	10	much	much	ADJ
iajs-3922	86	11	research	research	NOUN
iajs-3922	86	12	is	be	AUX
iajs-3922	86	13	based	base	VERB
iajs-3922	86	14	on	on	ADP
iajs-3922	86	15	using	use	VERB
iajs-3922	86	16	ida	ida	PROPN
iajs-3922	86	17	techniques	technique	NOUN
iajs-3922	86	18	to	to	PART
iajs-3922	86	19	forecast	forecast	VERB
iajs-3922	86	20	many	many	ADJ
iajs-3922	86	21	factors	factor	NOUN
iajs-3922	86	22	related	relate	VERB
iajs-3922	86	23	to	to	ADP
iajs-3922	86	24	renewable	renewable	ADJ
iajs-3922	86	25	energy	energy	NOUN
iajs-3922	86	26	,	,	PUNCT
iajs-3922	86	27	such	such	ADJ
iajs-3922	86	28	as	as	ADP
iajs-3922	86	29	the	the	DET
iajs-3922	86	30	maximum	maximum	ADJ
iajs-3922	86	31	amount	amount	NOUN
iajs-3922	86	32	of	of	ADP
iajs-3922	86	33	generated	generate	VERB
iajs-3922	86	34	energy	energy	NOUN
iajs-3922	86	35	,	,	PUNCT
iajs-3922	86	36	surplus	surplus	ADJ
iajs-3922	86	37	energy	energy	NOUN
iajs-3922	86	38	,	,	PUNCT
iajs-3922	86	39	the	the	DET
iajs-3922	86	40	demand	demand	NOUN
iajs-3922	86	41	for	for	ADP
iajs-3922	86	42	energy	energy	NOUN
iajs-3922	86	43	,	,	PUNCT
iajs-3922	86	44	consumption	consumption	NOUN
iajs-3922	86	45	of	of	ADP
iajs-3922	86	46	energy	energy	NOUN
iajs-3922	86	47	,	,	PUNCT
iajs-3922	86	48	and	and	CCONJ
iajs-3922	86	49	many	many	ADJ
iajs-3922	86	50	others	other	NOUN
iajs-3922	86	51	.	.	PUNCT
iajs-3922	87	1	table	table	NOUN
iajs-3922	87	2	1	1	NUM
iajs-3922	87	3	provides	provide	VERB
iajs-3922	87	4	an	an	DET
iajs-3922	87	5	illustration	illustration	NOUN
iajs-3922	87	6	of	of	ADP
iajs-3922	87	7	some	some	PRON
iajs-3922	87	8	of	of	ADP
iajs-3922	87	9	the	the	DET
iajs-3922	87	10	research	research	NOUN
iajs-3922	87	11	findings	finding	NOUN
iajs-3922	87	12	.	.	PUNCT
iajs-3922	88	1	kumar	kumar	PROPN
iajs-3922	88	2	&	&	CCONJ
iajs-3922	88	3	saravanan	saravanan	PROPN
iajs-3922	88	4	presented	present	VERB
iajs-3922	88	5	a	a	DET
iajs-3922	88	6	method	method	NOUN
iajs-3922	88	7	to	to	PART
iajs-3922	88	8	predict	predict	VERB
iajs-3922	88	9	the	the	DET
iajs-3922	88	10	demand	demand	NOUN
iajs-3922	88	11	for	for	ADP
iajs-3922	88	12	renewable	renewable	ADJ
iajs-3922	88	13	energy	energy	NOUN
iajs-3922	88	14	(	(	PUNCT
iajs-3922	88	15	solar	solar	ADJ
iajs-3922	88	16	,	,	PUNCT
iajs-3922	88	17	wind	wind	NOUN
iajs-3922	88	18	)	)	PUNCT
iajs-3922	88	19	and	and	CCONJ
iajs-3922	88	20	non	non	ADJ
iajs-3922	88	21	-	-	ADJ
iajs-3922	88	22	renewable	renewable	ADJ
iajs-3922	88	23	energy	energy	NOUN
iajs-3922	88	24	(	(	PUNCT
iajs-3922	88	25	diesel	diesel	NOUN
iajs-3922	88	26	generator	generator	NOUN
iajs-3922	88	27	and	and	CCONJ
iajs-3922	88	28	fuel	fuel	NOUN
iajs-3922	88	29	cell	cell	NOUN
iajs-3922	88	30	)	)	PUNCT
iajs-3922	88	31	based	base	VERB
iajs-3922	88	32	on	on	ADP
iajs-3922	88	33	fish	fish	NOUN
iajs-3922	88	34	swarm	swarm	NOUN
iajs-3922	88	35	optimization	optimization	NOUN
iajs-3922	88	36	techniques	technique	NOUN
iajs-3922	88	37	.	.	PUNCT
iajs-3922	89	1	the	the	DET
iajs-3922	89	2	proposed	propose	VERB
iajs-3922	89	3	method	method	NOUN
iajs-3922	89	4	is	be	AUX
iajs-3922	89	5	used	use	VERB
iajs-3922	89	6	to	to	PART
iajs-3922	89	7	manage	manage	VERB
iajs-3922	89	8	the	the	DET
iajs-3922	89	9	load	load	NOUN
iajs-3922	89	10	of	of	ADP
iajs-3922	89	11	energy	energy	NOUN
iajs-3922	89	12	,	,	PUNCT
iajs-3922	89	13	sources	source	NOUN
iajs-3922	89	14	,	,	PUNCT
iajs-3922	89	15	and	and	CCONJ
iajs-3922	89	16	storage	storage	NOUN
iajs-3922	89	17	[	[	X
iajs-3922	89	18	13	13	NUM
iajs-3922	89	19	]	]	PUNCT
iajs-3922	89	20	.	.	PUNCT
iajs-3922	90	1	kaabeche	kaabeche	PROPN
iajs-3922	90	2	&	&	CCONJ
iajs-3922	90	3	bakelli	bakelli	PROPN
iajs-3922	90	4	developed	develop	VERB
iajs-3922	90	5	a	a	DET
iajs-3922	90	6	unique	unique	ADJ
iajs-3922	90	7	energy	energy	NOUN
iajs-3922	90	8	generation	generation	NOUN
iajs-3922	90	9	system	system	NOUN
iajs-3922	90	10	(	(	PUNCT
iajs-3922	90	11	wind	wind	NOUN
iajs-3922	90	12	and	and	CCONJ
iajs-3922	90	13	sun	sun	NOUN
iajs-3922	90	14	)	)	PUNCT
iajs-3922	90	15	for	for	ADP
iajs-3922	90	16	algeria	algeria	PROPN
iajs-3922	90	17	,	,	PUNCT
iajs-3922	90	18	which	which	PRON
iajs-3922	90	19	was	be	AUX
iajs-3922	90	20	implemented	implement	VERB
iajs-3922	90	21	using	use	VERB
iajs-3922	90	22	a	a	DET
iajs-3922	90	23	storage	storage	NOUN
iajs-3922	90	24	device	device	NOUN
iajs-3922	90	25	.	.	PUNCT
iajs-3922	91	1	the	the	DET
iajs-3922	91	2	system	system	NOUN
iajs-3922	91	3	's	's	PART
iajs-3922	91	4	future	future	ADJ
iajs-3922	91	5	performance	performance	NOUN
iajs-3922	91	6	is	be	AUX
iajs-3922	91	7	projected	project	VERB
iajs-3922	91	8	by	by	ADP
iajs-3922	91	9	considering	consider	VERB
iajs-3922	91	10	the	the	DET
iajs-3922	91	11	impact	impact	NOUN
iajs-3922	91	12	of	of	ADP
iajs-3922	91	13	lifespan	lifespan	NOUN
iajs-3922	91	14	,	,	PUNCT
iajs-3922	91	15	the	the	DET
iajs-3922	91	16	relative	relative	ADJ
iajs-3922	91	17	cost	cost	NOUN
iajs-3922	91	18	of	of	ADP
iajs-3922	91	19	batteries	battery	NOUN
iajs-3922	91	20	,	,	PUNCT
iajs-3922	91	21	and	and	CCONJ
iajs-3922	91	22	depth	depth	NOUN
iajs-3922	91	23	of	of	ADP
iajs-3922	91	24	discharge	discharge	NOUN
iajs-3922	91	25	(	(	PUNCT
iajs-3922	91	26	dod	dod	PROPN
iajs-3922	91	27	)	)	PUNCT
iajs-3922	91	28	technologies	technology	NOUN
iajs-3922	91	29	.	.	PUNCT
iajs-3922	92	1	the	the	DET
iajs-3922	92	2	jaya	jaya	PROPN
iajs-3922	92	3	approach	approach	NOUN
iajs-3922	92	4	creates	create	VERB
iajs-3922	92	5	output	output	NOUN
iajs-3922	92	6	that	that	PRON
iajs-3922	92	7	is	be	AUX
iajs-3922	92	8	more	more	ADV
iajs-3922	92	9	likely	likely	ADJ
iajs-3922	92	10	to	to	PART
iajs-3922	92	11	result	result	VERB
iajs-3922	92	12	in	in	ADP
iajs-3922	92	13	optimum	optimum	ADJ
iajs-3922	92	14	solutions	solution	NOUN
iajs-3922	92	15	than	than	ADP
iajs-3922	92	16	other	other	ADJ
iajs-3922	92	17	algorithms	algorithm	NOUN
iajs-3922	92	18	[	[	X
iajs-3922	92	19	14	14	NUM
iajs-3922	92	20	]	]	PUNCT
iajs-3922	92	21	.	.	PUNCT
iajs-3922	93	1	in	in	ADP
iajs-3922	93	2	order	order	NOUN
iajs-3922	93	3	to	to	PART
iajs-3922	93	4	deal	deal	VERB
iajs-3922	93	5	with	with	ADP
iajs-3922	93	6	the	the	DET
iajs-3922	93	7	periodicity	periodicity	NOUN
iajs-3922	93	8	of	of	ADP
iajs-3922	93	9	time	time	NOUN
iajs-3922	93	10	series	series	NOUN
iajs-3922	93	11	with	with	ADP
iajs-3922	93	12	multiple	multiple	ADJ
iajs-3922	93	13	variables	variable	NOUN
iajs-3922	93	14	of	of	ADP
iajs-3922	93	15	data	datum	NOUN
iajs-3922	93	16	,	,	PUNCT
iajs-3922	93	17	wang	wang	PROPN
iajs-3922	93	18	et	et	PROPN
iajs-3922	93	19	al	al	PROPN
iajs-3922	93	20	.	.	PROPN
iajs-3922	93	21	proposed	propose	VERB
iajs-3922	93	22	a	a	DET
iajs-3922	93	23	prediction	prediction	NOUN
iajs-3922	93	24	model	model	NOUN
iajs-3922	93	25	that	that	PRON
iajs-3922	93	26	relies	rely	VERB
iajs-3922	93	27	on	on	ADP
iajs-3922	93	28	pre	pre	ADJ
iajs-3922	93	29	-	-	ADJ
iajs-3922	93	30	processing	processing	ADJ
iajs-3922	93	31	data	datum	NOUN
iajs-3922	93	32	,	,	PUNCT
iajs-3922	93	33	analyzes	analyze	VERB
iajs-3922	93	34	its	its	PRON
iajs-3922	93	35	periodicity	periodicity	NOUN
iajs-3922	93	36	,	,	PUNCT
iajs-3922	93	37	and	and	CCONJ
iajs-3922	93	38	uses	use	VERB
iajs-3922	93	39	a	a	DET
iajs-3922	93	40	many	many	ADJ
iajs-3922	93	41	convolutions	convolution	NOUN
iajs-3922	93	42	neural	neural	ADJ
iajs-3922	93	43	network	network	NOUN
iajs-3922	93	44	(	(	PUNCT
iajs-3922	93	45	cnn	cnn	PROPN
iajs-3922	93	46	)	)	PUNCT
iajs-3922	94	1	[	[	X
iajs-3922	94	2	15	15	NUM
iajs-3922	94	3	]	]	PUNCT
iajs-3922	94	4	.	.	PUNCT
iajs-3922	95	1	this	this	DET
iajs-3922	95	2	model	model	NOUN
iajs-3922	95	3	significantly	significantly	ADV
iajs-3922	95	4	outperforms	outperform	VERB
iajs-3922	95	5	convlstm	convlstm	PROPN
iajs-3922	95	6	.	.	PUNCT
iajs-3922	96	1	agada	agada	PROPN
iajs-3922	96	2	et	et	PROPN
iajs-3922	96	3	al	al	PROPN
iajs-3922	96	4	.	.	PROPN
iajs-3922	96	5	developed	develop	VERB
iajs-3922	96	6	a	a	DET
iajs-3922	96	7	two	two	NUM
iajs-3922	96	8	-	-	PUNCT
iajs-3922	96	9	state	state	NOUN
iajs-3922	96	10	markov	markov	NOUN
iajs-3922	96	11	chain	chain	NOUN
iajs-3922	96	12	model	model	NOUN
iajs-3922	96	13	to	to	PART
iajs-3922	96	14	predict	predict	VERB
iajs-3922	96	15	the	the	DET
iajs-3922	96	16	chance	chance	NOUN
iajs-3922	96	17	occurrence	occurrence	NOUN
iajs-3922	96	18	of	of	ADP
iajs-3922	96	19	surplus	surplus	NOUN
iajs-3922	96	20	and	and	CCONJ
iajs-3922	96	21	deficit	deficit	VERB
iajs-3922	96	22	net	net	ADJ
iajs-3922	96	23	radiation	radiation	NOUN
iajs-3922	96	24	for	for	ADP
iajs-3922	96	25	one	one	NUM
iajs-3922	96	26	year	year	NOUN
iajs-3922	96	27	in	in	ADP
iajs-3922	96	28	ibadan	ibadan	PROPN
iajs-3922	96	29	,	,	PUNCT
iajs-3922	96	30	nigeria	nigeria	PROPN
iajs-3922	96	31	.	.	PUNCT
iajs-3922	97	1	when	when	SCONJ
iajs-3922	97	2	you	you	PRON
iajs-3922	97	3	look	look	VERB
iajs-3922	97	4	at	at	ADP
iajs-3922	97	5	the	the	DET
iajs-3922	97	6	monthly	monthly	ADJ
iajs-3922	97	7	transition	transition	NOUN
iajs-3922	97	8	counts	count	NOUN
iajs-3922	97	9	,	,	PUNCT
iajs-3922	97	10	transition	transition	NOUN
iajs-3922	97	11	probability	probability	NOUN
iajs-3922	97	12	matrix	matrix	NOUN
iajs-3922	97	13	,	,	PUNCT
iajs-3922	97	14	n	n	CCONJ
iajs-3922	97	15	-	-	PUNCT
iajs-3922	97	16	step	step	NOUN
iajs-3922	97	17	transition	transition	NOUN
iajs-3922	97	18	matrix	matrix	NOUN
iajs-3922	97	19	,	,	PUNCT
iajs-3922	97	20	steady	steady	ADJ
iajs-3922	97	21	state	state	NOUN
iajs-3922	97	22	probability	probability	NOUN
iajs-3922	97	23	vector	vector	NOUN
iajs-3922	97	24	,	,	PUNCT
iajs-3922	97	25	and	and	CCONJ
iajs-3922	97	26	vector	vector	NOUN
iajs-3922	97	27	of	of	ADP
iajs-3922	97	28	mean	mean	ADJ
iajs-3922	97	29	reoccurrence	reoccurrence	NOUN
iajs-3922	97	30	times	time	NOUN
iajs-3922	97	31	for	for	ADP
iajs-3922	97	32	the	the	DET
iajs-3922	97	33	two	two	NUM
iajs-3922	97	34	states	state	NOUN
iajs-3922	97	35	to	to	PART
iajs-3922	97	36	figure	figure	VERB
iajs-3922	97	37	out	out	ADP
iajs-3922	97	38	the	the	DET
iajs-3922	97	39	net	net	ADJ
iajs-3922	97	40	radiation	radiation	NOUN
iajs-3922	97	41	,	,	PUNCT
iajs-3922	97	42	you	you	PRON
iajs-3922	97	43	can	can	AUX
iajs-3922	97	44	see	see	VERB
iajs-3922	97	45	that	that	SCONJ
iajs-3922	97	46	the	the	DET
iajs-3922	97	47	chances	chance	NOUN
iajs-3922	97	48	of	of	ADP
iajs-3922	97	49	there	there	PRON
iajs-3922	97	50	being	be	AUX
iajs-3922	97	51	too	too	ADV
iajs-3922	97	52	much	much	ADJ
iajs-3922	97	53	net	net	ADJ
iajs-3922	97	54	radiation	radiation	NOUN
iajs-3922	97	55	going	go	VERB
iajs-3922	97	56	on	on	ADP
iajs-3922	97	57	go	go	VERB
iajs-3922	97	58	up	up	ADP
iajs-3922	97	59	some	some	DET
iajs-3922	97	60	months	month	NOUN
iajs-3922	97	61	and	and	CCONJ
iajs-3922	97	62	down	down	ADP
iajs-3922	97	63	others	other	NOUN
iajs-3922	98	1	[	[	X
iajs-3922	98	2	16	16	NUM
iajs-3922	98	3	]	]	PUNCT
iajs-3922	98	4	.	.	PUNCT
iajs-3922	99	1	haidar	haidar	PROPN
iajs-3922	99	2	et	et	PROPN
iajs-3922	99	3	al	al	PROPN
iajs-3922	99	4	.	.	PROPN
iajs-3922	100	1	provide	provide	VERB
iajs-3922	100	2	a	a	DET
iajs-3922	100	3	more	more	ADV
iajs-3922	100	4	efficient	efficient	ADJ
iajs-3922	100	5	method	method	NOUN
iajs-3922	100	6	for	for	ADP
iajs-3922	100	7	analyzing	analyze	VERB
iajs-3922	100	8	the	the	DET
iajs-3922	100	9	functioning	functioning	NOUN
iajs-3922	100	10	of	of	ADP
iajs-3922	100	11	multiple	multiple	ADJ
iajs-3922	100	12	hybrid	hybrid	ADJ
iajs-3922	100	13	microgrid	microgrid	NOUN
iajs-3922	100	14	systems	system	NOUN
iajs-3922	100	15	and	and	CCONJ
iajs-3922	100	16	implementing	implement	VERB
iajs-3922	100	17	the	the	DET
iajs-3922	100	18	hybrid	hybrid	ADJ
iajs-3922	100	19	system	system	NOUN
iajs-3922	100	20	in	in	ADP
iajs-3922	100	21	long	long	ADJ
iajs-3922	100	22	san	san	PROPN
iajs-3922	100	23	village	village	NOUN
iajs-3922	100	24	,	,	PUNCT
iajs-3922	100	25	sarawak	sarawak	NOUN
iajs-3922	100	26	,	,	PUNCT
iajs-3922	100	27	malaysia	malaysia	PROPN
iajs-3922	100	28	.	.	PUNCT
iajs-3922	101	1	based	base	VERB
iajs-3922	101	2	on	on	ADP
iajs-3922	101	3	multi	multi	ADJ
iajs-3922	101	4	-	-	ADJ
iajs-3922	101	5	objective	objective	ADJ
iajs-3922	101	6	particle	particle	NOUN
iajs-3922	101	7	swarm	swarm	NOUN
iajs-3922	101	8	optimization	optimization	NOUN
iajs-3922	101	9	and	and	CCONJ
iajs-3922	101	10	a	a	DET
iajs-3922	101	11	range	range	NOUN
iajs-3922	101	12	of	of	ADP
iajs-3922	101	13	meteorological	meteorological	ADJ
iajs-3922	101	14	circumstances	circumstance	NOUN
iajs-3922	101	15	,	,	PUNCT
iajs-3922	101	16	they	they	PRON
iajs-3922	101	17	provide	provide	VERB
iajs-3922	101	18	a	a	DET
iajs-3922	101	19	mathematical	mathematical	ADJ
iajs-3922	101	20	model	model	NOUN
iajs-3922	101	21	that	that	PRON
iajs-3922	101	22	supports	support	VERB
iajs-3922	101	23	a	a	DET
iajs-3922	101	24	maximum	maximum	ADJ
iajs-3922	101	25	load	load	NOUN
iajs-3922	101	26	demand	demand	NOUN
iajs-3922	101	27	at	at	ADP
iajs-3922	101	28	the	the	DET
iajs-3922	101	29	lowest	low	ADJ
iajs-3922	101	30	cost	cost	NOUN
iajs-3922	101	31	.	.	PUNCT
iajs-3922	102	1	we	we	PRON
iajs-3922	102	2	evaluate	evaluate	VERB
iajs-3922	102	3	the	the	DET
iajs-3922	102	4	system	system	NOUN
iajs-3922	102	5	's	's	PART
iajs-3922	102	6	function	function	NOUN
iajs-3922	102	7	by	by	ADP
iajs-3922	102	8	assessing	assess	VERB
iajs-3922	102	9	its	its	PRON
iajs-3922	102	10	dependability	dependability	NOUN
iajs-3922	102	11	and	and	CCONJ
iajs-3922	102	12	voltage	voltage	NOUN
iajs-3922	102	13	security	security	NOUN
iajs-3922	102	14	,	,	PUNCT
iajs-3922	102	15	and	and	CCONJ
iajs-3922	102	16	conducting	conduct	VERB
iajs-3922	102	17	numerous	numerous	ADJ
iajs-3922	102	18	system	system	NOUN
iajs-3922	102	19	examinations	examination	NOUN
iajs-3922	102	20	[	[	X
iajs-3922	102	21	17	17	NUM
iajs-3922	102	22	]	]	PUNCT
iajs-3922	102	23	.	.	PUNCT
iajs-3922	103	1	chen	chen	PROPN
iajs-3922	103	2	&	&	CCONJ
iajs-3922	103	3	chang	chang	PROPN
iajs-3922	103	4	proposed	propose	VERB
iajs-3922	103	5	a	a	DET
iajs-3922	103	6	preprocessing	preprocessing	NOUN
iajs-3922	103	7	technique	technique	NOUN
iajs-3922	103	8	for	for	ADP
iajs-3922	103	9	forecasting	forecast	VERB
iajs-3922	103	10	solar	solar	ADJ
iajs-3922	103	11	energy	energy	NOUN
iajs-3922	103	12	based	base	VERB
iajs-3922	103	13	on	on	ADP
iajs-3922	103	14	the	the	DET
iajs-3922	103	15	pearson	pearson	PROPN
iajs-3922	103	16	coefficient	coefficient	NOUN
iajs-3922	103	17	.	.	PUNCT
iajs-3922	104	1	the	the	DET
iajs-3922	104	2	lstm	lstm	PROPN
iajs-3922	104	3	technique	technique	NOUN
iajs-3922	104	4	is	be	AUX
iajs-3922	104	5	used	use	VERB
iajs-3922	104	6	to	to	PART
iajs-3922	104	7	build	build	VERB
iajs-3922	104	8	the	the	DET
iajs-3922	104	9	predictor	predictor	NOUN
iajs-3922	104	10	,	,	PUNCT
iajs-3922	104	11	reducing	reduce	VERB
iajs-3922	104	12	the	the	DET
iajs-3922	104	13	influence	influence	NOUN
iajs-3922	104	14	of	of	ADP
iajs-3922	104	15	disturbances	disturbance	NOUN
iajs-3922	104	16	on	on	ADP
iajs-3922	104	17	the	the	DET
iajs-3922	104	18	solar	solar	ADJ
iajs-3922	104	19	energy	energy	NOUN
iajs-3922	104	20	forecast	forecast	NOUN
iajs-3922	104	21	and	and	CCONJ
iajs-3922	104	22	achieving	achieve	VERB
iajs-3922	104	23	short	short	ADJ
iajs-3922	104	24	-	-	PUNCT
iajs-3922	104	25	term	term	NOUN
iajs-3922	104	26	solar	solar	ADJ
iajs-3922	104	27	energy	energy	NOUN
iajs-3922	104	28	prediction	prediction	NOUN
iajs-3922	105	1	[	[	X
iajs-3922	105	2	18	18	NUM
iajs-3922	105	3	]	]	PUNCT
iajs-3922	105	4	.	.	PUNCT
iajs-3922	106	1	qu	qu	PROPN
iajs-3922	106	2	et	et	PROPN
iajs-3922	106	3	al	al	PROPN
iajs-3922	106	4	.	.	PROPN
iajs-3922	106	5	introduced	introduce	VERB
iajs-3922	106	6	a	a	DET
iajs-3922	106	7	hybrid	hybrid	ADJ
iajs-3922	106	8	prediction	prediction	NOUN
iajs-3922	106	9	model	model	NOUN
iajs-3922	106	10	for	for	ADP
iajs-3922	106	11	distributed	distribute	VERB
iajs-3922	106	12	pv	pv	NOUN
iajs-3922	106	13	energy	energy	NOUN
iajs-3922	106	14	.	.	PUNCT
iajs-3922	107	1	the	the	DET
iajs-3922	107	2	parameter	parameter	NOUN
iajs-3922	107	3	and	and	CCONJ
iajs-3922	107	4	resolution	resolution	NOUN
iajs-3922	107	5	adaptive	adaptive	ADJ
iajs-3922	107	6	technique	technique	NOUN
iajs-3922	107	7	prepares	prepare	VERB
iajs-3922	107	8	the	the	DET
iajs-3922	107	9	data	datum	NOUN
iajs-3922	107	10	before	before	ADP
iajs-3922	107	11	employing	employ	VERB
iajs-3922	107	12	the	the	DET
iajs-3922	107	13	distributed	distribute	VERB
iajs-3922	107	14	gru	gru	NOUN
iajs-3922	107	15	model	model	NOUN
iajs-3922	107	16	to	to	PART
iajs-3922	107	17	find	find	VERB
iajs-3922	107	18	daily	daily	ADJ
iajs-3922	107	19	patterns	pattern	NOUN
iajs-3922	107	20	of	of	ADP
iajs-3922	107	21	fluctuation	fluctuation	NOUN
iajs-3922	107	22	for	for	ADP
iajs-3922	107	23	the	the	DET
iajs-3922	107	24	solar	solar	ADJ
iajs-3922	107	25	power	power	NOUN
iajs-3922	107	26	series	series	PROPN
iajs-3922	107	27	.	.	PUNCT
iajs-3922	108	1	compared	compare	VERB
iajs-3922	108	2	to	to	ADP
iajs-3922	108	3	traditional	traditional	ADJ
iajs-3922	108	4	numerical	numerical	ADJ
iajs-3922	108	5	ihjpas	ihjpa	NOUN
iajs-3922	108	6	.	.	PUNCT
iajs-3922	109	1	2024	2024	NUM
iajs-3922	109	2	,	,	PUNCT
iajs-3922	109	3	37(4	37(4	NOUN
iajs-3922	109	4	)	)	PUNCT
iajs-3922	109	5	444	444	NUM
iajs-3922	109	6	weather	weather	NOUN
iajs-3922	109	7	forecasting	forecasting	NOUN
iajs-3922	109	8	methods	method	NOUN
iajs-3922	109	9	,	,	PUNCT
iajs-3922	109	10	the	the	DET
iajs-3922	109	11	model	model	NOUN
iajs-3922	109	12	provides	provide	VERB
iajs-3922	109	13	adequate	adequate	ADJ
iajs-3922	109	14	forecasting	forecasting	NOUN
iajs-3922	109	15	accuracy	accuracy	NOUN
iajs-3922	109	16	and	and	CCONJ
iajs-3922	109	17	effectiveness	effectiveness	NOUN
iajs-3922	109	18	[	[	X
iajs-3922	109	19	19	19	NUM
iajs-3922	109	20	]	]	PUNCT
iajs-3922	109	21	.	.	PUNCT
iajs-3922	110	1	luo	luo	PROPN
iajs-3922	110	2	et	et	PROPN
iajs-3922	110	3	al	al	PROPN
iajs-3922	110	4	.	.	PROPN
iajs-3922	110	5	suggested	suggest	VERB
iajs-3922	110	6	a	a	DET
iajs-3922	110	7	precise	precise	ADJ
iajs-3922	110	8	pv	pv	NOUN
iajs-3922	110	9	energy	energy	NOUN
iajs-3922	110	10	generation	generation	NOUN
iajs-3922	110	11	prediction	prediction	NOUN
iajs-3922	110	12	approach	approach	NOUN
iajs-3922	110	13	that	that	SCONJ
iajs-3922	110	14	utilized	utilize	VERB
iajs-3922	110	15	deep	deep	ADJ
iajs-3922	110	16	learning	learning	NOUN
iajs-3922	110	17	methodologies	methodology	NOUN
iajs-3922	110	18	,	,	PUNCT
iajs-3922	110	19	real	real	ADJ
iajs-3922	110	20	-	-	PUNCT
iajs-3922	110	21	time	time	NOUN
iajs-3922	110	22	pv	pv	NOUN
iajs-3922	110	23	,	,	PUNCT
iajs-3922	110	24	and	and	CCONJ
iajs-3922	110	25	knowledge	knowledge	NOUN
iajs-3922	110	26	of	of	ADP
iajs-3922	110	27	the	the	DET
iajs-3922	110	28	field	field	NOUN
iajs-3922	110	29	to	to	PART
iajs-3922	110	30	account	account	VERB
iajs-3922	110	31	for	for	ADP
iajs-3922	110	32	particular	particular	ADJ
iajs-3922	110	33	engineering	engineering	NOUN
iajs-3922	110	34	challenges	challenge	NOUN
iajs-3922	110	35	to	to	PART
iajs-3922	110	36	boost	boost	VERB
iajs-3922	110	37	efficiency	efficiency	NOUN
iajs-3922	110	38	and	and	CCONJ
iajs-3922	110	39	precision	precision	NOUN
iajs-3922	110	40	[	[	X
iajs-3922	110	41	20	20	NUM
iajs-3922	110	42	]	]	PUNCT
iajs-3922	110	43	.	.	PUNCT
iajs-3922	111	1	pan	pan	PROPN
iajs-3922	111	2	et	et	PROPN
iajs-3922	111	3	al	al	PROPN
iajs-3922	111	4	.	.	PROPN
iajs-3922	111	5	suggested	suggest	VERB
iajs-3922	111	6	a	a	DET
iajs-3922	111	7	technique	technique	NOUN
iajs-3922	111	8	for	for	ADP
iajs-3922	111	9	predicting	predict	VERB
iajs-3922	111	10	solar	solar	ADJ
iajs-3922	111	11	generation	generation	NOUN
iajs-3922	111	12	intervals	interval	NOUN
iajs-3922	111	13	using	use	VERB
iajs-3922	111	14	gru	gru	NOUN
iajs-3922	111	15	with	with	ADP
iajs-3922	111	16	kernel	kernel	PROPN
iajs-3922	111	17	density	density	PROPN
iajs-3922	111	18	estimation	estimation	NOUN
iajs-3922	111	19	.	.	PUNCT
iajs-3922	112	1	when	when	SCONJ
iajs-3922	112	2	applied	apply	VERB
iajs-3922	112	3	to	to	ADP
iajs-3922	112	4	multiple	multiple	ADJ
iajs-3922	112	5	datasets	dataset	NOUN
iajs-3922	112	6	and	and	CCONJ
iajs-3922	112	7	pre	pre	VERB
iajs-3922	112	8	-	-	VERB
iajs-3922	112	9	processed	processed	ADJ
iajs-3922	112	10	to	to	PART
iajs-3922	112	11	put	put	VERB
iajs-3922	112	12	them	they	PRON
iajs-3922	112	13	into	into	ADP
iajs-3922	112	14	this	this	DET
iajs-3922	112	15	model	model	NOUN
iajs-3922	112	16	,	,	PUNCT
iajs-3922	112	17	the	the	DET
iajs-3922	112	18	model	model	NOUN
iajs-3922	112	19	beats	beat	VERB
iajs-3922	112	20	other	other	ADJ
iajs-3922	112	21	competing	compete	VERB
iajs-3922	112	22	approaches	approach	NOUN
iajs-3922	112	23	;	;	PUNCT
iajs-3922	112	24	the	the	DET
iajs-3922	112	25	model	model	NOUN
iajs-3922	112	26	may	may	AUX
iajs-3922	112	27	need	need	VERB
iajs-3922	112	28	to	to	PART
iajs-3922	112	29	be	be	AUX
iajs-3922	112	30	updated	update	VERB
iajs-3922	112	31	and	and	CCONJ
iajs-3922	112	32	evaluated	evaluate	VERB
iajs-3922	112	33	over	over	ADP
iajs-3922	112	34	lengthy	lengthy	ADJ
iajs-3922	112	35	periods	period	NOUN
iajs-3922	112	36	[	[	X
iajs-3922	112	37	21	21	NUM
iajs-3922	112	38	]	]	PUNCT
iajs-3922	112	39	.	.	PUNCT
iajs-3922	113	1	jebli	jebli	PROPN
iajs-3922	113	2	et	et	PROPN
iajs-3922	113	3	al	al	PROPN
iajs-3922	113	4	.	.	PROPN
iajs-3922	113	5	proposed	propose	VERB
iajs-3922	113	6	a	a	DET
iajs-3922	113	7	method	method	NOUN
iajs-3922	113	8	for	for	ADP
iajs-3922	113	9	predicting	predict	VERB
iajs-3922	113	10	solar	solar	ADJ
iajs-3922	113	11	energy	energy	NOUN
iajs-3922	113	12	based	base	VERB
iajs-3922	113	13	on	on	ADP
iajs-3922	113	14	machine	machine	NOUN
iajs-3922	113	15	learning	learning	NOUN
iajs-3922	113	16	and	and	CCONJ
iajs-3922	113	17	deep	deep	ADJ
iajs-3922	113	18	learning	learning	NOUN
iajs-3922	113	19	techniques	technique	NOUN
iajs-3922	113	20	.	.	PUNCT
iajs-3922	114	1	the	the	DET
iajs-3922	114	2	usefulness	usefulness	NOUN
iajs-3922	114	3	of	of	ADP
iajs-3922	114	4	the	the	DET
iajs-3922	114	5	investigated	investigate	VERB
iajs-3922	114	6	models	model	NOUN
iajs-3922	114	7	for	for	ADP
iajs-3922	114	8	real	real	ADJ
iajs-3922	114	9	-	-	PUNCT
iajs-3922	114	10	time	time	NOUN
iajs-3922	114	11	and	and	CCONJ
iajs-3922	114	12	short	short	ADJ
iajs-3922	114	13	-	-	PUNCT
iajs-3922	114	14	term	term	NOUN
iajs-3922	114	15	solar	solar	ADJ
iajs-3922	114	16	power	power	NOUN
iajs-3922	114	17	prediction	prediction	NOUN
iajs-3922	114	18	was	be	AUX
iajs-3922	114	19	evaluated	evaluate	VERB
iajs-3922	114	20	to	to	PART
iajs-3922	114	21	ensure	ensure	VERB
iajs-3922	114	22	optimum	optimum	ADJ
iajs-3922	114	23	management	management	NOUN
iajs-3922	114	24	as	as	ADV
iajs-3922	114	25	well	well	ADV
iajs-3922	114	26	as	as	ADP
iajs-3922	114	27	security	security	NOUN
iajs-3922	114	28	criteria	criterion	NOUN
iajs-3922	114	29	in	in	ADP
iajs-3922	114	30	this	this	DET
iajs-3922	114	31	sector	sector	NOUN
iajs-3922	114	32	while	while	SCONJ
iajs-3922	114	33	employing	employ	VERB
iajs-3922	114	34	an	an	DET
iajs-3922	114	35	integrated	integrate	VERB
iajs-3922	114	36	approach	approach	NOUN
iajs-3922	114	37	constructed	construct	VERB
iajs-3922	114	38	around	around	ADP
iajs-3922	114	39	a	a	DET
iajs-3922	114	40	single	single	ADJ
iajs-3922	114	41	tool	tool	NOUN
iajs-3922	114	42	and	and	CCONJ
iajs-3922	114	43	an	an	DET
iajs-3922	114	44	appropriate	appropriate	ADJ
iajs-3922	114	45	prediction	prediction	NOUN
iajs-3922	114	46	model	model	NOUN
iajs-3922	114	47	[	[	X
iajs-3922	114	48	22	22	NUM
iajs-3922	114	49	]	]	PUNCT
iajs-3922	114	50	.	.	PUNCT
iajs-3922	115	1	liu	liu	PROPN
iajs-3922	115	2	et	et	PROPN
iajs-3922	115	3	al	al	PROPN
iajs-3922	115	4	.	.	PROPN
iajs-3922	115	5	suggest	suggest	VERB
iajs-3922	115	6	a	a	DET
iajs-3922	115	7	framework	framework	NOUN
iajs-3922	115	8	for	for	ADP
iajs-3922	115	9	integrating	integrate	VERB
iajs-3922	115	10	the	the	DET
iajs-3922	115	11	benefits	benefit	NOUN
iajs-3922	115	12	of	of	ADP
iajs-3922	115	13	multiple	multiple	ADJ
iajs-3922	115	14	methods	method	NOUN
iajs-3922	115	15	with	with	ADP
iajs-3922	115	16	the	the	DET
iajs-3922	115	17	suggested	suggest	VERB
iajs-3922	115	18	ensemble	ensemble	ADJ
iajs-3922	115	19	forecasting	forecasting	NOUN
iajs-3922	115	20	frame	frame	NOUN
iajs-3922	115	21	depending	depend	VERB
iajs-3922	115	22	on	on	ADP
iajs-3922	115	23	optimization	optimization	NOUN
iajs-3922	115	24	,	,	PUNCT
iajs-3922	115	25	statistical	statistical	ADJ
iajs-3922	115	26	,	,	PUNCT
iajs-3922	115	27	and	and	CCONJ
iajs-3922	115	28	dl	dl	PROPN
iajs-3922	115	29	techniques	technique	NOUN
iajs-3922	115	30	for	for	ADP
iajs-3922	115	31	precise	precise	ADJ
iajs-3922	115	32	and	and	CCONJ
iajs-3922	115	33	reliable	reliable	ADJ
iajs-3922	115	34	photovoltaic	photovoltaic	NOUN
iajs-3922	115	35	power	power	NOUN
iajs-3922	115	36	predictions	prediction	NOUN
iajs-3922	115	37	in	in	ADP
iajs-3922	115	38	belgium	belgium	NOUN
iajs-3922	115	39	,	,	PUNCT
iajs-3922	115	40	using	use	VERB
iajs-3922	115	41	various	various	ADJ
iajs-3922	115	42	datasets	dataset	NOUN
iajs-3922	115	43	and	and	CCONJ
iajs-3922	115	44	evaluating	evaluate	VERB
iajs-3922	115	45	many	many	ADJ
iajs-3922	115	46	indicators	indicator	NOUN
iajs-3922	115	47	[	[	X
iajs-3922	115	48	23	23	NUM
iajs-3922	115	49	]	]	PUNCT
iajs-3922	115	50	.	.	PUNCT
iajs-3922	116	1	khan	khan	PROPN
iajs-3922	116	2	et	et	PROPN
iajs-3922	116	3	al	al	PROPN
iajs-3922	116	4	.	.	PROPN
iajs-3922	116	5	suggested	suggest	VERB
iajs-3922	116	6	a	a	DET
iajs-3922	116	7	dse	dse	PROPN
iajs-3922	116	8	-	-	PUNCT
iajs-3922	116	9	xgb	xgb	PROPN
iajs-3922	116	10	stacked	stack	VERB
iajs-3922	116	11	ensemble	ensemble	ADJ
iajs-3922	116	12	technique	technique	NOUN
iajs-3922	116	13	for	for	ADP
iajs-3922	116	14	reliable	reliable	ADJ
iajs-3922	116	15	solar	solar	ADJ
iajs-3922	116	16	power	power	NOUN
iajs-3922	116	17	prediction	prediction	NOUN
iajs-3922	116	18	that	that	PRON
iajs-3922	116	19	integrates	integrate	VERB
iajs-3922	116	20	artificial	artificial	ADJ
iajs-3922	116	21	neural	neural	ADJ
iajs-3922	116	22	networks	network	NOUN
iajs-3922	116	23	,	,	PUNCT
iajs-3922	116	24	extreme	extreme	ADJ
iajs-3922	116	25	gradient	gradient	NOUN
iajs-3922	116	26	boosting	boosting	NOUN
iajs-3922	116	27	,	,	PUNCT
iajs-3922	116	28	and	and	CCONJ
iajs-3922	116	29	extended	extend	VERB
iajs-3922	116	30	short	short	ADJ
iajs-3922	116	31	-	-	PUNCT
iajs-3922	116	32	term	term	NOUN
iajs-3922	116	33	memory	memory	NOUN
iajs-3922	116	34	techniques	technique	NOUN
iajs-3922	116	35	[	[	X
iajs-3922	116	36	24	24	NUM
iajs-3922	116	37	]	]	PUNCT
iajs-3922	116	38	.	.	PUNCT
iajs-3922	117	1	wang	wang	PROPN
iajs-3922	117	2	et	et	PROPN
iajs-3922	117	3	al	al	PROPN
iajs-3922	117	4	.	.	PROPN
iajs-3922	117	5	introduced	introduce	VERB
iajs-3922	117	6	the	the	DET
iajs-3922	117	7	pv	pv	NOUN
iajs-3922	117	8	prediction	prediction	NOUN
iajs-3922	117	9	technique	technique	NOUN
iajs-3922	117	10	,	,	PUNCT
iajs-3922	117	11	which	which	PRON
iajs-3922	117	12	relied	rely	VERB
iajs-3922	117	13	on	on	ADP
iajs-3922	117	14	a	a	DET
iajs-3922	117	15	statistical	statistical	ADJ
iajs-3922	117	16	method	method	NOUN
iajs-3922	117	17	with	with	ADP
iajs-3922	117	18	lstm	lstm	NOUN
iajs-3922	117	19	to	to	PART
iajs-3922	117	20	predict	predict	VERB
iajs-3922	117	21	energy	energy	NOUN
iajs-3922	117	22	.	.	PUNCT
iajs-3922	118	1	compare	compare	VERB
iajs-3922	118	2	numerous	numerous	ADJ
iajs-3922	118	3	approaches	approach	NOUN
iajs-3922	118	4	(	(	PUNCT
iajs-3922	118	5	stacked	stack	VERB
iajs-3922	118	6	-	-	PUNCT
iajs-3922	118	7	lstm	lstm	ADJ
iajs-3922	118	8	,	,	PUNCT
iajs-3922	118	9	lstm	lstm	NOUN
iajs-3922	118	10	-	-	PUNCT
iajs-3922	118	11	svr	svr	PROPN
iajs-3922	118	12	,	,	PUNCT
iajs-3922	118	13	svr	svr	PROPN
iajs-3922	118	14	,	,	PUNCT
iajs-3922	118	15	gru	gru	PROPN
iajs-3922	118	16	,	,	PUNCT
iajs-3922	118	17	backpropagation	backpropagation	PROPN
iajs-3922	118	18	nn	nn	PROPN
iajs-3922	118	19	,	,	PUNCT
iajs-3922	118	20	and	and	CCONJ
iajs-3922	118	21	lstm	lstm	NOUN
iajs-3922	118	22	-	-	PUNCT
iajs-3922	118	23	svr	svr	NOUN
iajs-3922	118	24	-	-	PUNCT
iajs-3922	118	25	bayesian	bayesian	NOUN
iajs-3922	118	26	optimization	optimization	NOUN
iajs-3922	118	27	models	model	NOUN
iajs-3922	118	28	)	)	PUNCT
iajs-3922	118	29	.	.	PUNCT
iajs-3922	119	1	with	with	ADP
iajs-3922	119	2	excellent	excellent	ADJ
iajs-3922	119	3	prediction	prediction	NOUN
iajs-3922	119	4	accuracy	accuracy	NOUN
iajs-3922	119	5	,	,	PUNCT
iajs-3922	119	6	the	the	DET
iajs-3922	119	7	proposed	propose	VERB
iajs-3922	119	8	technique	technique	NOUN
iajs-3922	119	9	beats	beat	VERB
iajs-3922	119	10	the	the	DET
iajs-3922	119	11	other	other	ADJ
iajs-3922	119	12	models	model	NOUN
iajs-3922	119	13	[	[	X
iajs-3922	119	14	25	25	NUM
iajs-3922	119	15	]	]	PUNCT
iajs-3922	119	16	.	.	PUNCT
iajs-3922	120	1	al	al	PROPN
iajs-3922	120	2	-	-	PUNCT
iajs-3922	120	3	ali	ali	PROPN
iajs-3922	120	4	et	et	PROPN
iajs-3922	120	5	al	al	PROPN
iajs-3922	120	6	.	.	PROPN
iajs-3922	120	7	employed	employ	VERB
iajs-3922	120	8	a	a	DET
iajs-3922	120	9	mixture	mixture	NOUN
iajs-3922	120	10	of	of	ADP
iajs-3922	120	11	cnn	cnn	PROPN
iajs-3922	120	12	and	and	CCONJ
iajs-3922	120	13	lstm	lstm	PROPN
iajs-3922	120	14	approaches	approach	NOUN
iajs-3922	120	15	to	to	PART
iajs-3922	120	16	forecast	forecast	VERB
iajs-3922	120	17	solar	solar	ADJ
iajs-3922	120	18	energy	energy	NOUN
iajs-3922	120	19	.	.	PUNCT
iajs-3922	121	1	they	they	PRON
iajs-3922	121	2	also	also	ADV
iajs-3922	121	3	used	use	VERB
iajs-3922	121	4	a	a	DET
iajs-3922	121	5	clustering	clustering	ADJ
iajs-3922	121	6	methodology	methodology	NOUN
iajs-3922	121	7	to	to	PART
iajs-3922	121	8	preprocess	preprocess	VERB
iajs-3922	121	9	the	the	DET
iajs-3922	121	10	data	datum	NOUN
iajs-3922	121	11	and	and	CCONJ
iajs-3922	121	12	analyze	analyze	VERB
iajs-3922	121	13	the	the	DET
iajs-3922	121	14	correlation	correlation	NOUN
iajs-3922	121	15	among	among	ADP
iajs-3922	121	16	the	the	DET
iajs-3922	121	17	input	input	NOUN
iajs-3922	121	18	data	datum	NOUN
iajs-3922	121	19	.	.	PUNCT
iajs-3922	122	1	they	they	PRON
iajs-3922	122	2	utilize	utilize	VERB
iajs-3922	122	3	the	the	DET
iajs-3922	122	4	fingered	finger	VERB
iajs-3922	122	5	dataset	dataset	NOUN
iajs-3922	122	6	to	to	PART
iajs-3922	122	7	provide	provide	VERB
iajs-3922	122	8	short	short	ADJ
iajs-3922	122	9	-	-	PUNCT
iajs-3922	122	10	term	term	NOUN
iajs-3922	122	11	forecasting	forecasting	NOUN
iajs-3922	122	12	energy	energy	NOUN
iajs-3922	122	13	findings	finding	NOUN
iajs-3922	122	14	[	[	X
iajs-3922	122	15	26	26	NUM
iajs-3922	122	16	]	]	PUNCT
iajs-3922	122	17	.	.	PUNCT
iajs-3922	123	1	table	table	NOUN
iajs-3922	123	2	1	1	NUM
iajs-3922	123	3	.	.	PUNCT
iajs-3922	123	4	comparative	comparative	ADJ
iajs-3922	123	5	analysis	analysis	NOUN
iajs-3922	123	6	of	of	ADP
iajs-3922	123	7	ida	ida	PROPN
iajs-3922	123	8	in	in	ADP
iajs-3922	123	9	renewable	renewable	ADJ
iajs-3922	123	10	energy	energy	NOUN
iajs-3922	123	11	forecasting	forecasting	NOUN
iajs-3922	123	12	author	author	NOUN
iajs-3922	123	13	energy	energy	NOUN
iajs-3922	123	14	source	source	NOUN
iajs-3922	123	15	methodology	methodology	NOUN
iajs-3922	123	16	aim	aim	NOUN
iajs-3922	123	17	of	of	ADP
iajs-3922	123	18	application	application	NOUN
iajs-3922	123	19	results	result	NOUN
iajs-3922	123	20	[	[	X
iajs-3922	123	21	13	13	NUM
iajs-3922	123	22	]	]	X
iajs-3922	123	23	solar	solar	ADJ
iajs-3922	123	24	wind	wind	NOUN
iajs-3922	123	25	make	make	VERB
iajs-3922	123	26	data	datum	NOUN
iajs-3922	123	27	in	in	ADP
iajs-3922	123	28	mulimodel	mulimodel	PROPN
iajs-3922	123	29	(	(	PUNCT
iajs-3922	123	30	generator	generator	NOUN
iajs-3922	123	31	,	,	PUNCT
iajs-3922	123	32	load	load	NOUN
iajs-3922	123	33	,	,	PUNCT
iajs-3922	123	34	cost	cost	NOUN
iajs-3922	123	35	,	,	PUNCT
iajs-3922	123	36	uncertainty	uncertainty	NOUN
iajs-3922	123	37	of	of	ADP
iajs-3922	123	38	energy	energy	NOUN
iajs-3922	123	39	and	and	CCONJ
iajs-3922	123	40	storage	storage	NOUN
iajs-3922	123	41	)	)	PUNCT
iajs-3922	123	42	,	,	PUNCT
iajs-3922	123	43	artificial	artificial	ADJ
iajs-3922	123	44	fish	fish	NOUN
iajs-3922	123	45	swarm	swarm	NOUN
iajs-3922	123	46	optimization	optimization	NOUN
iajs-3922	123	47	techniques	technique	NOUN
iajs-3922	123	48	.	.	PUNCT
iajs-3922	124	1	prediction	prediction	NOUN
iajs-3922	124	2	of	of	ADP
iajs-3922	124	3	demand	demand	NOUN
iajs-3922	124	4	for	for	ADP
iajs-3922	124	5	renewable	renewable	ADJ
iajs-3922	124	6	energy	energy	NOUN
iajs-3922	124	7	and	and	CCONJ
iajs-3922	124	8	non	non	ADJ
iajs-3922	124	9	-	-	ADJ
iajs-3922	124	10	renewable	renewable	ADJ
iajs-3922	124	11	.	.	PUNCT
iajs-3922	125	1	energy	energy	NOUN
iajs-3922	125	2	(	(	PUNCT
iajs-3922	125	3	diesel	diesel	NOUN
iajs-3922	125	4	generator	generator	NOUN
iajs-3922	125	5	,	,	PUNCT
iajs-3922	125	6	fuel	fuel	NOUN
iajs-3922	125	7	cell	cell	NOUN
iajs-3922	125	8	)	)	PUNCT
iajs-3922	125	9	manages	manage	VERB
iajs-3922	125	10	the	the	DET
iajs-3922	125	11	load	load	NOUN
iajs-3922	125	12	of	of	ADP
iajs-3922	125	13	energy	energy	NOUN
iajs-3922	125	14	,	,	PUNCT
iajs-3922	125	15	source	source	NOUN
iajs-3922	125	16	,	,	PUNCT
iajs-3922	125	17	and	and	CCONJ
iajs-3922	125	18	storage	storage	NOUN
iajs-3922	125	19	.	.	PUNCT
iajs-3922	126	1	optimize	optimize	VERB
iajs-3922	126	2	the	the	DET
iajs-3922	126	3	energy	energy	NOUN
iajs-3922	126	4	generation	generation	NOUN
iajs-3922	126	5	cost	cost	NOUN
iajs-3922	126	6	by	by	ADP
iajs-3922	126	7	using	use	VERB
iajs-3922	126	8	ida	ida	PROPN
iajs-3922	126	9	techniques	technique	NOUN
iajs-3922	126	10	,	,	PUNCT
iajs-3922	126	11	where	where	SCONJ
iajs-3922	126	12	the	the	DET
iajs-3922	126	13	suggested	suggest	VERB
iajs-3922	126	14	algorithm	algorithm	NOUN
iajs-3922	126	15	is	be	AUX
iajs-3922	126	16	effective	effective	ADJ
iajs-3922	126	17	in	in	ADP
iajs-3922	126	18	scheduling	schedule	VERB
iajs-3922	126	19	the	the	DET
iajs-3922	126	20	energy	energy	NOUN
iajs-3922	126	21	need	need	NOUN
iajs-3922	126	22	between	between	ADP
iajs-3922	126	23	generators	generator	NOUN
iajs-3922	126	24	in	in	ADP
iajs-3922	126	25	inverse	inverse	NOUN
iajs-3922	126	26	relation	relation	NOUN
iajs-3922	126	27	to	to	ADP
iajs-3922	126	28	their	their	PRON
iajs-3922	126	29	cost	cost	NOUN
iajs-3922	126	30	of	of	ADP
iajs-3922	126	31	production	production	NOUN
iajs-3922	126	32	,	,	PUNCT
iajs-3922	126	33	the	the	DET
iajs-3922	126	34	proportion	proportion	NOUN
iajs-3922	126	35	of	of	ADP
iajs-3922	126	36	energy	energy	NOUN
iajs-3922	126	37	available	available	ADJ
iajs-3922	126	38	from	from	ADP
iajs-3922	126	39	generators	generator	NOUN
iajs-3922	126	40	is	be	AUX
iajs-3922	126	41	100	100	NUM
iajs-3922	126	42	%	%	NOUN
iajs-3922	126	43	for	for	ADP
iajs-3922	126	44	renewable	renewable	ADJ
iajs-3922	126	45	power	power	NOUN
iajs-3922	126	46	plants	plant	NOUN
iajs-3922	126	47	,	,	PUNCT
iajs-3922	126	48	93.97%/97.02	93.97%/97.02	NUM
iajs-3922	126	49	%	%	NOUN
iajs-3922	126	50	for	for	ADP
iajs-3922	126	51	diesel	diesel	NOUN
iajs-3922	126	52	generators	generator	NOUN
iajs-3922	126	53	,	,	PUNCT
iajs-3922	126	54	88.72%/93.11	88.72%/93.11	NUM
iajs-3922	126	55	%	%	NOUN
iajs-3922	126	56	for	for	ADP
iajs-3922	126	57	microturbines	microturbine	NOUN
iajs-3922	126	58	,	,	PUNCT
iajs-3922	126	59	and	and	CCONJ
iajs-3922	126	60	88.91%/71.65	88.91%/71.65	NUM
iajs-3922	126	61	%	%	NOUN
iajs-3922	126	62	for	for	ADP
iajs-3922	126	63	fuel	fuel	NOUN
iajs-3922	126	64	cells	cell	NOUN
iajs-3922	126	65	.	.	PUNCT
iajs-3922	127	1	[	[	X
iajs-3922	127	2	14	14	NUM
iajs-3922	127	3	]	]	PUNCT
iajs-3922	127	4	pv	pv	NOUN
iajs-3922	127	5	wt	wt	NOUN
iajs-3922	127	6	sensitivity	sensitivity	NOUN
iajs-3922	127	7	analysis	analysis	NOUN
iajs-3922	127	8	ant	ant	ADJ
iajs-3922	127	9	lion	lion	NOUN
iajs-3922	127	10	,	,	PUNCT
iajs-3922	127	11	grey	grey	ADJ
iajs-3922	127	12	wolf	wolf	NOUN
iajs-3922	127	13	,	,	PUNCT
iajs-3922	127	14	krill	krill	NOUN
iajs-3922	127	15	herd	herd	NOUN
iajs-3922	127	16	,	,	PUNCT
iajs-3922	127	17	and	and	CCONJ
iajs-3922	127	18	jaya	jaya	PROPN
iajs-3922	127	19	algorithms	algorithm	NOUN
iajs-3922	127	20	determine	determine	VERB
iajs-3922	127	21	a	a	DET
iajs-3922	127	22	seasonal	seasonal	ADJ
iajs-3922	127	23	average	average	ADJ
iajs-3922	127	24	consumption	consumption	NOUN
iajs-3922	127	25	with	with	ADP
iajs-3922	127	26	different	different	ADJ
iajs-3922	127	27	configurations	configuration	NOUN
iajs-3922	127	28	.	.	PUNCT
iajs-3922	128	1	ida	ida	PROPN
iajs-3922	128	2	techniques	technique	NOUN
iajs-3922	128	3	improve	improve	VERB
iajs-3922	128	4	the	the	DET
iajs-3922	128	5	prediction	prediction	NOUN
iajs-3922	128	6	system	system	NOUN
iajs-3922	128	7	performance	performance	NOUN
iajs-3922	128	8	,	,	PUNCT
iajs-3922	128	9	(	(	PUNCT
iajs-3922	128	10	the	the	DET
iajs-3922	128	11	findings	finding	NOUN
iajs-3922	128	12	demonstrate	demonstrate	VERB
iajs-3922	128	13	the	the	DET
iajs-3922	128	14	superiority	superiority	NOUN
iajs-3922	128	15	of	of	ADP
iajs-3922	128	16	jaya	jaya	PROPN
iajs-3922	128	17	,	,	PUNCT
iajs-3922	128	18	which	which	PRON
iajs-3922	128	19	converges	converge	VERB
iajs-3922	128	20	towards	towards	ADP
iajs-3922	128	21	the	the	DET
iajs-3922	128	22	best	good	ADJ
iajs-3922	128	23	outcomes	outcome	NOUN
iajs-3922	128	24	for	for	ADP
iajs-3922	128	25	different	different	ADJ
iajs-3922	128	26	types	type	NOUN
iajs-3922	128	27	of	of	ADP
iajs-3922	128	28	batteries	battery	NOUN
iajs-3922	128	29	(	(	PUNCT
iajs-3922	128	30	95	95	NUM
iajs-3922	128	31	%	%	NOUN
iajs-3922	128	32	of	of	ADP
iajs-3922	128	33	runs	run	NOUN
iajs-3922	128	34	for	for	ADP
iajs-3922	128	35	lithium	lithium	NOUN
iajs-3922	128	36	-	-	PUNCT
iajs-3922	128	37	ion	ion	NOUN
iajs-3922	128	38	,	,	PUNCT
iajs-3922	128	39	98	98	NUM
iajs-3922	128	40	%	%	NOUN
iajs-3922	128	41	for	for	ADP
iajs-3922	128	42	lead	lead	NOUN
iajs-3922	128	43	-	-	PUNCT
iajs-3922	128	44	acid	acid	NOUN
iajs-3922	128	45	,	,	PUNCT
iajs-3922	128	46	and	and	CCONJ
iajs-3922	128	47	100	100	NUM
iajs-3922	128	48	%	%	NOUN
iajs-3922	128	49	for	for	ADP
iajs-3922	128	50	nickel	nickel	NOUN
iajs-3922	128	51	cadmium	cadmium	NOUN
iajs-3922	128	52	)	)	PUNCT
iajs-3922	128	53	,	,	PUNCT
iajs-3922	128	54	which	which	PRON
iajs-3922	128	55	is	be	AUX
iajs-3922	128	56	not	not	PART
iajs-3922	128	57	the	the	DET
iajs-3922	128	58	case	case	NOUN
iajs-3922	128	59	for	for	ADP
iajs-3922	128	60	other	other	ADJ
iajs-3922	128	61	methods	method	NOUN
iajs-3922	128	62	.	.	PUNCT
iajs-3922	128	63	)	)	PUNCT
iajs-3922	129	1	ihjpas	ihjpas	PROPN
iajs-3922	129	2	.	.	PUNCT
iajs-3922	130	1	2024	2024	NUM
iajs-3922	130	2	,	,	PUNCT
iajs-3922	130	3	37(4	37(4	NOUN
iajs-3922	130	4	)	)	PUNCT
iajs-3922	130	5	445	445	NUM
iajs-3922	131	1	[	[	X
iajs-3922	131	2	15	15	NUM
iajs-3922	131	3	]	]	X
iajs-3922	131	4	solar	solar	ADJ
iajs-3922	131	5	multiple	multiple	ADJ
iajs-3922	131	6	cnn	cnn	PROPN
iajs-3922	131	7	solar	solar	ADJ
iajs-3922	131	8	prediction	prediction	NOUN
iajs-3922	131	9	periodic	periodic	ADJ
iajs-3922	131	10	examination	examination	NOUN
iajs-3922	131	11	of	of	ADP
iajs-3922	131	12	data	data	PROPN
iajs-3922	131	13	.	.	PUNCT
iajs-3922	132	1	the	the	DET
iajs-3922	132	2	outcomes	outcome	NOUN
iajs-3922	132	3	of	of	ADP
iajs-3922	132	4	multiple	multiple	ADJ
iajs-3922	132	5	cnns	cnn	NOUN
iajs-3922	132	6	show	show	VERB
iajs-3922	132	7	the	the	DET
iajs-3922	132	8	root	root	NOUN
iajs-3922	132	9	relative	relative	ADJ
iajs-3922	132	10	squared	square	VERB
iajs-3922	132	11	error	error	NOUN
iajs-3922	132	12	equal	equal	ADJ
iajs-3922	132	13	to	to	PART
iajs-3922	132	14	rse	rse	VERB
iajs-3922	132	15	0.1915	0.1915	NUM
iajs-3922	132	16	[	[	X
iajs-3922	132	17	16	16	NUM
iajs-3922	132	18	]	]	PUNCT
iajs-3922	132	19	historical	historical	ADJ
iajs-3922	132	20	solar	solar	ADJ
iajs-3922	132	21	irradiation	irradiation	NOUN
iajs-3922	132	22	data	datum	NOUN
iajs-3922	132	23	.	.	PUNCT
iajs-3922	133	1	penman	penman	PROPN
iajs-3922	133	2	-	-	PUNCT
iajs-3922	133	3	monteith	monteith	PROPN
iajs-3922	133	4	(	(	PUNCT
iajs-3922	133	5	fao-56	fao-56	NOUN
iajs-3922	133	6	)	)	PUNCT
iajs-3922	133	7	approach	approach	NOUN
iajs-3922	133	8	,	,	PUNCT
iajs-3922	133	9	two	two	NUM
iajs-3922	133	10	-	-	PUNCT
iajs-3922	133	11	state	state	NOUN
iajs-3922	133	12	markov	markov	NOUN
iajs-3922	133	13	chain	chain	NOUN
iajs-3922	133	14	model	model	NOUN
iajs-3922	133	15	.	.	PUNCT
iajs-3922	134	1	predict	predict	VERB
iajs-3922	134	2	the	the	DET
iajs-3922	134	3	likelihood	likelihood	NOUN
iajs-3922	134	4	of	of	ADP
iajs-3922	134	5	positive	positive	ADJ
iajs-3922	134	6	and	and	CCONJ
iajs-3922	134	7	negative	negative	ADJ
iajs-3922	134	8	net	net	ADJ
iajs-3922	134	9	radiation	radiation	NOUN
iajs-3922	134	10	.	.	PUNCT
iajs-3922	135	1	the	the	DET
iajs-3922	135	2	use	use	NOUN
iajs-3922	135	3	of	of	ADP
iajs-3922	135	4	ida	ida	PROPN
iajs-3922	135	5	methods	method	NOUN
iajs-3922	135	6	helps	help	VERB
iajs-3922	135	7	determine	determine	VERB
iajs-3922	135	8	where	where	SCONJ
iajs-3922	135	9	there	there	PRON
iajs-3922	135	10	is	be	VERB
iajs-3922	135	11	a	a	DET
iajs-3922	135	12	69	69	NUM
iajs-3922	135	13	%	%	NOUN
iajs-3922	135	14	,	,	PUNCT
iajs-3922	135	15	76	76	NUM
iajs-3922	135	16	%	%	NOUN
iajs-3922	135	17	,	,	PUNCT
iajs-3922	135	18	76	76	NUM
iajs-3922	135	19	%	%	NOUN
iajs-3922	135	20	,	,	PUNCT
iajs-3922	135	21	74	74	NUM
iajs-3922	135	22	%	%	NOUN
iajs-3922	135	23	,	,	PUNCT
iajs-3922	135	24	63	63	NUM
iajs-3922	135	25	%	%	NOUN
iajs-3922	135	26	,	,	PUNCT
iajs-3922	135	27	63	63	NUM
iajs-3922	135	28	%	%	NOUN
iajs-3922	135	29	,	,	PUNCT
iajs-3922	135	30	70	70	NUM
iajs-3922	135	31	%	%	NOUN
iajs-3922	135	32	,	,	PUNCT
iajs-3922	135	33	and	and	CCONJ
iajs-3922	135	34	52	52	NUM
iajs-3922	135	35	%	%	NOUN
iajs-3922	135	36	chance	chance	NOUN
iajs-3922	135	37	that	that	SCONJ
iajs-3922	135	38	net	net	ADJ
iajs-3922	135	39	radiation	radiation	NOUN
iajs-3922	135	40	will	will	AUX
iajs-3922	135	41	be	be	AUX
iajs-3922	135	42	surplus	surplus	ADJ
iajs-3922	135	43	in	in	ADP
iajs-3922	135	44	february	february	PROPN
iajs-3922	135	45	,	,	PUNCT
iajs-3922	135	46	march	march	PROPN
iajs-3922	135	47	,	,	PUNCT
iajs-3922	135	48	april	april	PROPN
iajs-3922	135	49	,	,	PUNCT
iajs-3922	135	50	may	may	AUX
iajs-3922	135	51	,	,	PUNCT
iajs-3922	135	52	june	june	PROPN
iajs-3922	135	53	,	,	PUNCT
iajs-3922	135	54	october	october	PROPN
iajs-3922	135	55	,	,	PUNCT
iajs-3922	135	56	november	november	PROPN
iajs-3922	135	57	,	,	PUNCT
iajs-3922	135	58	and	and	CCONJ
iajs-3922	135	59	december	december	PROPN
iajs-3922	135	60	and	and	CCONJ
iajs-3922	135	61	a	a	DET
iajs-3922	135	62	54	54	NUM
iajs-3922	135	63	%	%	NOUN
iajs-3922	135	64	,	,	PUNCT
iajs-3922	135	65	64	64	NUM
iajs-3922	135	66	%	%	NOUN
iajs-3922	135	67	,	,	PUNCT
iajs-3922	135	68	76	76	NUM
iajs-3922	135	69	%	%	NOUN
iajs-3922	135	70	,	,	PUNCT
iajs-3922	135	71	and	and	CCONJ
iajs-3922	135	72	55	55	NUM
iajs-3922	135	73	%	%	NOUN
iajs-3922	135	74	chance	chance	NOUN
iajs-3922	135	75	that	that	SCONJ
iajs-3922	135	76	it	it	PRON
iajs-3922	135	77	will	will	AUX
iajs-3922	135	78	be	be	AUX
iajs-3922	135	79	deficit	deficit	NOUN
iajs-3922	135	80	in	in	ADP
iajs-3922	135	81	the	the	DET
iajs-3922	135	82	beginning	beginning	NOUN
iajs-3922	135	83	of	of	ADP
iajs-3922	135	84	january	january	PROPN
iajs-3922	135	85	,	,	PUNCT
iajs-3922	135	86	july	july	PROPN
iajs-3922	135	87	,	,	PUNCT
iajs-3922	135	88	august	august	PROPN
iajs-3922	135	89	,	,	PUNCT
iajs-3922	135	90	and	and	CCONJ
iajs-3922	135	91	september	september	PROPN
iajs-3922	135	92	,	,	PUNCT
iajs-3922	135	93	respectively	respectively	ADV
iajs-3922	135	94	.	.	PUNCT
iajs-3922	136	1	[	[	X
iajs-3922	136	2	17	17	NUM
iajs-3922	136	3	]	]	PUNCT
iajs-3922	136	4	hybrid	hybrid	ADJ
iajs-3922	136	5	energy	energy	NOUN
iajs-3922	136	6	systems	system	NOUN
iajs-3922	136	7	homer	homer	NOUN
iajs-3922	136	8	&	&	CCONJ
iajs-3922	136	9	pscad	pscad	PROPN
iajs-3922	136	10	software	software	PROPN
iajs-3922	136	11	,	,	PUNCT
iajs-3922	136	12	combined	combine	VERB
iajs-3922	136	13	(	(	PUNCT
iajs-3922	136	14	mopso	mopso	NOUN
iajs-3922	136	15	&	&	CCONJ
iajs-3922	136	16	regression	regression	PROPN
iajs-3922	136	17	method	method	NOUN
iajs-3922	136	18	)	)	PUNCT
iajs-3922	136	19	.	.	PUNCT
iajs-3922	137	1	dynamic	dynamic	ADJ
iajs-3922	137	2	price	price	NOUN
iajs-3922	137	3	estimation	estimation	NOUN
iajs-3922	137	4	the	the	DET
iajs-3922	137	5	outcomes	outcome	NOUN
iajs-3922	137	6	of	of	ADP
iajs-3922	137	7	the	the	DET
iajs-3922	137	8	simulations	simulation	NOUN
iajs-3922	137	9	reveal	reveal	VERB
iajs-3922	137	10	that	that	SCONJ
iajs-3922	137	11	the	the	DET
iajs-3922	137	12	precise	precise	ADJ
iajs-3922	137	13	dynamic	dynamic	ADJ
iajs-3922	137	14	energy	energy	NOUN
iajs-3922	137	15	price	price	NOUN
iajs-3922	137	16	is	be	AUX
iajs-3922	137	17	reached	reach	VERB
iajs-3922	137	18	by	by	ADP
iajs-3922	137	19	employing	employ	VERB
iajs-3922	137	20	the	the	DET
iajs-3922	137	21	stochastic	stochastic	ADJ
iajs-3922	137	22	optimization	optimization	NOUN
iajs-3922	137	23	technique	technique	NOUN
iajs-3922	137	24	,	,	PUNCT
iajs-3922	137	25	which	which	PRON
iajs-3922	137	26	deals	deal	VERB
iajs-3922	137	27	with	with	ADP
iajs-3922	137	28	system	system	NOUN
iajs-3922	137	29	uncertainties	uncertainty	NOUN
iajs-3922	137	30	in	in	ADP
iajs-3922	137	31	terms	term	NOUN
iajs-3922	137	32	of	of	ADP
iajs-3922	137	33	sources	source	NOUN
iajs-3922	137	34	of	of	ADP
iajs-3922	137	35	renewable	renewable	ADJ
iajs-3922	137	36	energy	energy	NOUN
iajs-3922	137	37	and	and	CCONJ
iajs-3922	137	38	load	load	NOUN
iajs-3922	137	39	demand	demand	NOUN
iajs-3922	137	40	.	.	PUNCT
iajs-3922	138	1	[	[	X
iajs-3922	138	2	18	18	NUM
iajs-3922	138	3	]	]	X
iajs-3922	138	4	solar	solar	ADJ
iajs-3922	138	5	lstm	lstm	PROPN
iajs-3922	138	6	,	,	PUNCT
iajs-3922	138	7	pearson	pearson	PROPN
iajs-3922	138	8	feature	feature	NOUN
iajs-3922	138	9	selection	selection	NOUN
iajs-3922	138	10	predicting	predict	VERB
iajs-3922	138	11	solar	solar	ADJ
iajs-3922	138	12	energy	energy	NOUN
iajs-3922	138	13	.	.	PUNCT
iajs-3922	139	1	ida	ida	PROPN
iajs-3922	139	2	techniques	technique	NOUN
iajs-3922	139	3	reduce	reduce	VERB
iajs-3922	139	4	the	the	DET
iajs-3922	139	5	influence	influence	NOUN
iajs-3922	139	6	of	of	ADP
iajs-3922	139	7	noise	noise	NOUN
iajs-3922	139	8	on	on	ADP
iajs-3922	139	9	pv	pv	ADV
iajs-3922	139	10	and	and	CCONJ
iajs-3922	139	11	perform	perform	VERB
iajs-3922	139	12	short	short	ADJ
iajs-3922	139	13	-	-	PUNCT
iajs-3922	139	14	term	term	NOUN
iajs-3922	139	15	forecasting	forecasting	NOUN
iajs-3922	139	16	tasks	task	NOUN
iajs-3922	139	17	for	for	ADP
iajs-3922	139	18	solar	solar	ADJ
iajs-3922	139	19	energy	energy	NOUN
iajs-3922	139	20	,	,	PUNCT
iajs-3922	139	21	where	where	SCONJ
iajs-3922	139	22	lstm	lstm	NOUN
iajs-3922	139	23	reaches	reach	VERB
iajs-3922	139	24	0.189	0.189	DET
iajs-3922	139	25	mean	mean	ADJ
iajs-3922	139	26	absolute	absolute	ADJ
iajs-3922	139	27	error	error	NOUN
iajs-3922	139	28	and	and	CCONJ
iajs-3922	139	29	0.121	0.121	NUM
iajs-3922	139	30	root	root	NOUN
iajs-3922	139	31	mean	mean	ADJ
iajs-3922	139	32	square	square	NOUN
iajs-3922	139	33	error	error	NOUN
iajs-3922	139	34	.	.	PUNCT
iajs-3922	140	1	[	[	X
iajs-3922	140	2	19	19	NUM
iajs-3922	140	3	]	]	PUNCT
iajs-3922	140	4	distributed	distribute	VERB
iajs-3922	140	5	pv	pv	NOUN
iajs-3922	140	6	.	.	PUNCT
iajs-3922	141	1	distributed	distributed	PROPN
iajs-3922	141	2	gru	gru	PROPN
iajs-3922	141	3	,	,	PUNCT
iajs-3922	141	4	parameter	parameter	NOUN
iajs-3922	141	5	&	&	CCONJ
iajs-3922	141	6	resolution	resolution	PROPN
iajs-3922	141	7	adaptive	adaptive	ADJ
iajs-3922	141	8	algorithm	algorithm	NOUN
iajs-3922	141	9	,	,	PUNCT
iajs-3922	141	10	identify	identify	VERB
iajs-3922	141	11	the	the	DET
iajs-3922	141	12	structure	structure	NOUN
iajs-3922	141	13	of	of	ADP
iajs-3922	141	14	cluster	cluster	NOUN
iajs-3922	141	15	.	.	PUNCT
iajs-3922	142	1	forecasting	forecast	VERB
iajs-3922	142	2	pvgenerated	pvgenerated	ADJ
iajs-3922	142	3	energy	energy	NOUN
iajs-3922	142	4	.	.	PUNCT
iajs-3922	143	1	using	use	VERB
iajs-3922	143	2	ida	ida	PROPN
iajs-3922	143	3	approaches	approach	NOUN
iajs-3922	143	4	improves	improve	VERB
iajs-3922	143	5	prediction	prediction	NOUN
iajs-3922	143	6	accuracy	accuracy	NOUN
iajs-3922	143	7	for	for	ADP
iajs-3922	143	8	daily	daily	ADJ
iajs-3922	143	9	variation	variation	NOUN
iajs-3922	143	10	values	value	NOUN
iajs-3922	143	11	for	for	ADP
iajs-3922	143	12	solar	solar	ADJ
iajs-3922	143	13	energy	energy	NOUN
iajs-3922	143	14	,	,	PUNCT
iajs-3922	143	15	with	with	ADP
iajs-3922	143	16	a	a	DET
iajs-3922	143	17	standardized	standardized	ADJ
iajs-3922	143	18	root	root	NOUN
iajs-3922	143	19	mean	mean	VERB
iajs-3922	143	20	squared	square	VERB
iajs-3922	143	21	error	error	NOUN
iajs-3922	143	22	of	of	ADP
iajs-3922	143	23	6.83	6.83	NUM
iajs-3922	143	24	%	%	NOUN
iajs-3922	143	25	and	and	CCONJ
iajs-3922	143	26	a	a	DET
iajs-3922	143	27	normalized	normalize	VERB
iajs-3922	143	28	mean	mean	ADJ
iajs-3922	143	29	absolute	absolute	ADJ
iajs-3922	143	30	error	error	NOUN
iajs-3922	143	31	of	of	ADP
iajs-3922	143	32	4.12	4.12	NUM
iajs-3922	143	33	%	%	NOUN
iajs-3922	143	34	.	.	PUNCT
iajs-3922	144	1	the	the	DET
iajs-3922	144	2	most	most	ADV
iajs-3922	144	3	accurate	accurate	ADJ
iajs-3922	144	4	daily	daily	ADJ
iajs-3922	144	5	standardized	standardize	VERB
iajs-3922	144	6	mean	mean	ADJ
iajs-3922	144	7	absolute	absolute	ADJ
iajs-3922	144	8	error	error	NOUN
iajs-3922	144	9	and	and	CCONJ
iajs-3922	144	10	standardized	standardized	ADJ
iajs-3922	144	11	root	root	NOUN
iajs-3922	144	12	mean	mean	VERB
iajs-3922	144	13	squared	square	VERB
iajs-3922	144	14	error	error	NOUN
iajs-3922	144	15	may	may	AUX
iajs-3922	144	16	be	be	AUX
iajs-3922	144	17	as	as	ADV
iajs-3922	144	18	low	low	ADJ
iajs-3922	144	19	as	as	ADP
iajs-3922	144	20	2.75	2.75	NUM
iajs-3922	144	21	%	%	NOUN
iajs-3922	144	22	and	and	CCONJ
iajs-3922	144	23	4.58	4.58	NUM
iajs-3922	144	24	,	,	PUNCT
iajs-3922	144	25	respectively	respectively	ADV
iajs-3922	144	26	,	,	PUNCT
iajs-3922	144	27	which	which	PRON
iajs-3922	144	28	verifies	verify	VERB
iajs-3922	144	29	that	that	SCONJ
iajs-3922	144	30	the	the	DET
iajs-3922	144	31	suggested	suggested	ADJ
iajs-3922	144	32	day	day	NOUN
iajs-3922	144	33	-	-	PUNCT
iajs-3922	144	34	ahead	ahead	NOUN
iajs-3922	144	35	forecasting	forecasting	NOUN
iajs-3922	144	36	model	model	NOUN
iajs-3922	144	37	has	have	AUX
iajs-3922	144	38	attained	attain	VERB
iajs-3922	144	39	the	the	DET
iajs-3922	144	40	accuracy	accuracy	NOUN
iajs-3922	144	41	level	level	NOUN
iajs-3922	144	42	compared	compare	VERB
iajs-3922	144	43	to	to	ADP
iajs-3922	144	44	the	the	DET
iajs-3922	144	45	numerical	numerical	PROPN
iajs-3922	144	46	weather	weather	PROPN
iajs-3922	144	47	prediction	prediction	NOUN
iajs-3922	144	48	-	-	PUNCT
iajs-3922	144	49	based	base	VERB
iajs-3922	144	50	day	day	NOUN
iajs-3922	144	51	-	-	PUNCT
iajs-3922	144	52	ahead	ahead	NOUN
iajs-3922	144	53	forecasting	forecasting	NOUN
iajs-3922	144	54	models	model	NOUN
iajs-3922	144	55	.	.	PUNCT
iajs-3922	145	1	[	[	X
iajs-3922	145	2	20	20	NUM
iajs-3922	145	3	]	]	SYM
iajs-3922	145	4	pv	pv	NOUN
iajs-3922	145	5	feature	feature	NOUN
iajs-3922	145	6	construction	construction	NOUN
iajs-3922	145	7	,	,	PUNCT
iajs-3922	145	8	data	datum	NOUN
iajs-3922	145	9	normalization	normalization	NOUN
iajs-3922	145	10	,	,	PUNCT
iajs-3922	145	11	pc	pc	NOUN
iajs-3922	145	12	-	-	PUNCT
iajs-3922	145	13	lstm	lstm	ADJ
iajs-3922	145	14	techniques	technique	NOUN
iajs-3922	145	15	prediction	prediction	NOUN
iajs-3922	145	16	of	of	ADP
iajs-3922	145	17	pvgenerated	pvgenerated	ADJ
iajs-3922	145	18	energy	energy	NOUN
iajs-3922	145	19	.	.	PUNCT
iajs-3922	146	1	accurate	accurate	ADJ
iajs-3922	146	2	photovoltaic	photovoltaic	NOUN
iajs-3922	146	3	energy	energy	NOUN
iajs-3922	146	4	generation	generation	NOUN
iajs-3922	146	5	by	by	ADP
iajs-3922	146	6	using	use	VERB
iajs-3922	146	7	ida	ida	PROPN
iajs-3922	146	8	approaches	approach	NOUN
iajs-3922	146	9	where	where	SCONJ
iajs-3922	146	10	the	the	DET
iajs-3922	146	11	mae*10	mae*10	NOUN
iajs-3922	146	12	-	-	PUNCT
iajs-3922	146	13	2	2	NUM
iajs-3922	146	14	equal	equal	ADJ
iajs-3922	146	15	to	to	ADP
iajs-3922	146	16	2.95	2.95	NUM
iajs-3922	146	17	,	,	PUNCT
iajs-3922	146	18	mse10	mse10	VERB
iajs-3922	146	19	-	-	PUNCT
iajs-3922	146	20	2	2	NUM
iajs-3922	146	21	equal	equal	ADJ
iajs-3922	146	22	to4.26	to4.26	NOUN
iajs-3922	146	23	,	,	PUNCT
iajs-3922	146	24	and	and	CCONJ
iajs-3922	146	25	r2	r2	PROPN
iajs-3922	146	26	score	score	NOUN
iajs-3922	146	27	equal	equal	ADJ
iajs-3922	146	28	to	to	ADP
iajs-3922	146	29	0.910	0.910	NUM
iajs-3922	146	30	[	[	X
iajs-3922	146	31	21	21	NUM
iajs-3922	146	32	]	]	X
iajs-3922	146	33	solar	solar	ADJ
iajs-3922	146	34	analysis	analysis	NOUN
iajs-3922	146	35	of	of	ADP
iajs-3922	146	36	probability	probability	NOUN
iajs-3922	146	37	,	,	PUNCT
iajs-3922	146	38	gru	gru	NOUN
iajs-3922	146	39	algorithm	algorithm	PROPN
iajs-3922	146	40	&	&	CCONJ
iajs-3922	146	41	kde	kde	PROPN
iajs-3922	146	42	prediction	prediction	NOUN
iajs-3922	146	43	intervals	interval	NOUN
iajs-3922	146	44	of	of	ADP
iajs-3922	146	45	solar	solar	ADJ
iajs-3922	146	46	generation	generation	NOUN
iajs-3922	146	47	.	.	PUNCT
iajs-3922	147	1	high	high	ADJ
iajs-3922	147	2	accuracy	accuracy	NOUN
iajs-3922	147	3	prediction	prediction	NOUN
iajs-3922	147	4	intervals	interval	NOUN
iajs-3922	147	5	of	of	ADP
iajs-3922	147	6	solar	solar	ADJ
iajs-3922	147	7	generation	generation	NOUN
iajs-3922	147	8	where	where	SCONJ
iajs-3922	147	9	the	the	DET
iajs-3922	147	10	mae	mae	PROPN
iajs-3922	147	11	is	be	AUX
iajs-3922	147	12	0.1158	0.1158	NUM
iajs-3922	147	13	,	,	PUNCT
iajs-3922	147	14	rmse	rmse	NOUN
iajs-3922	147	15	is	be	AUX
iajs-3922	147	16	0.2683	0.2683	NUM
iajs-3922	147	17	,	,	PUNCT
iajs-3922	147	18	and	and	CCONJ
iajs-3922	147	19	agru	agru	NOUN
iajs-3922	147	20	forecast	forecast	NOUN
iajs-3922	147	21	skill	skill	NOUN
iajs-3922	147	22	is	be	AUX
iajs-3922	147	23	0.2522	0.2522	NUM
iajs-3922	147	24	[	[	X
iajs-3922	147	25	22	22	NUM
iajs-3922	147	26	]	]	X
iajs-3922	147	27	solar	solar	ADJ
iajs-3922	147	28	data	datum	NOUN
iajs-3922	147	29	filtering	filtering	NOUN
iajs-3922	147	30	,	,	PUNCT
iajs-3922	147	31	pearson	pearson	NOUN
iajs-3922	147	32	correlation	correlation	NOUN
iajs-3922	147	33	,	,	PUNCT
iajs-3922	147	34	random	random	ADJ
iajs-3922	147	35	forest	forest	NOUN
iajs-3922	147	36	algorithm	algorithm	NOUN
iajs-3922	147	37	and	and	CCONJ
iajs-3922	147	38	mlp	mlp	PROPN
iajs-3922	147	39	forecasting	forecast	VERB
iajs-3922	147	40	solar	solar	ADJ
iajs-3922	147	41	energy	energy	NOUN
iajs-3922	147	42	.	.	PUNCT
iajs-3922	148	1	short	short	ADJ
iajs-3922	148	2	-	-	PUNCT
iajs-3922	148	3	term	term	NOUN
iajs-3922	148	4	solar	solar	ADJ
iajs-3922	148	5	energy	energy	NOUN
iajs-3922	148	6	forecasting	forecasting	NOUN
iajs-3922	148	7	by	by	ADP
iajs-3922	148	8	using	use	VERB
iajs-3922	148	9	ann	ann	PROPN
iajs-3922	148	10	with	with	ADP
iajs-3922	148	11	an	an	DET
iajs-3922	148	12	accuracy	accuracy	NOUN
iajs-3922	148	13	of	of	ADP
iajs-3922	148	14	up	up	ADP
iajs-3922	148	15	to	to	PART
iajs-3922	148	16	93	93	NUM
iajs-3922	148	17	%	%	NOUN
iajs-3922	149	1	[	[	X
iajs-3922	149	2	23	23	NUM
iajs-3922	149	3	]	]	PUNCT
iajs-3922	149	4	pv	pv	NOUN
iajs-3922	149	5	clustering	cluster	VERB
iajs-3922	149	6	technique	technique	NOUN
iajs-3922	149	7	,	,	PUNCT
iajs-3922	149	8	optimization	optimization	NOUN
iajs-3922	149	9	,	,	PUNCT
iajs-3922	149	10	statistical	statistical	ADJ
iajs-3922	149	11	,	,	PUNCT
iajs-3922	149	12	and	and	CCONJ
iajs-3922	149	13	dl	dl	PROPN
iajs-3922	149	14	techniques	technique	NOUN
iajs-3922	149	15	pv	pv	PROPN
iajs-3922	149	16	energy	energy	NOUN
iajs-3922	149	17	forecasting	forecast	VERB
iajs-3922	149	18	the	the	DET
iajs-3922	149	19	ida	ida	PROPN
iajs-3922	149	20	technique	technique	NOUN
iajs-3922	149	21	used	use	VERB
iajs-3922	149	22	in	in	ADP
iajs-3922	149	23	the	the	DET
iajs-3922	149	24	suggested	suggest	VERB
iajs-3922	149	25	forecasting	forecasting	NOUN
iajs-3922	149	26	framework	framework	NOUN
iajs-3922	149	27	yielded	yield	VERB
iajs-3922	149	28	mape	mape	NOUN
iajs-3922	149	29	scores	score	NOUN
iajs-3922	149	30	of	of	ADP
iajs-3922	149	31	less	less	ADJ
iajs-3922	149	32	than	than	ADP
iajs-3922	149	33	2	2	NUM
iajs-3922	149	34	,	,	PUNCT
iajs-3922	149	35	3	3	NUM
iajs-3922	149	36	,	,	PUNCT
iajs-3922	149	37	and	and	CCONJ
iajs-3922	149	38	5	5	NUM
iajs-3922	149	39	%	%	NOUN
iajs-3922	149	40	,	,	PUNCT
iajs-3922	149	41	respectively	respectively	ADV
iajs-3922	149	42	,	,	PUNCT
iajs-3922	149	43	outperforming	outperform	VERB
iajs-3922	149	44	previous	previous	ADJ
iajs-3922	149	45	models	model	NOUN
iajs-3922	149	46	in	in	ADP
iajs-3922	149	47	terms	term	NOUN
iajs-3922	149	48	of	of	ADP
iajs-3922	149	49	stability	stability	NOUN
iajs-3922	149	50	and	and	CCONJ
iajs-3922	149	51	efficiency	efficiency	NOUN
iajs-3922	149	52	.	.	PUNCT
iajs-3922	150	1	it	it	PRON
iajs-3922	150	2	improves	improve	VERB
iajs-3922	150	3	solar	solar	ADJ
iajs-3922	150	4	power	power	NOUN
iajs-3922	150	5	forecasting	forecasting	NOUN
iajs-3922	150	6	performance	performance	NOUN
iajs-3922	150	7	and	and	CCONJ
iajs-3922	150	8	serves	serve	VERB
iajs-3922	150	9	as	as	ADP
iajs-3922	150	10	an	an	DET
iajs-3922	150	11	effective	effective	ADJ
iajs-3922	150	12	tool	tool	NOUN
iajs-3922	150	13	for	for	ADP
iajs-3922	150	14	intelligent	intelligent	ADJ
iajs-3922	150	15	grid	grid	NOUN
iajs-3922	150	16	planning	planning	NOUN
iajs-3922	150	17	.	.	PUNCT
iajs-3922	151	1	[	[	X
iajs-3922	151	2	24	24	NUM
iajs-3922	151	3	]	]	X
iajs-3922	151	4	solar	solar	ADJ
iajs-3922	151	5	data	datum	NOUN
iajs-3922	151	6	cleaning	clean	VERB
iajs-3922	151	7	dse	dse	PROPN
iajs-3922	151	8	-	-	PUNCT
iajs-3922	151	9	xgb	xgb	PROPN
iajs-3922	151	10	stacked	stack	VERB
iajs-3922	151	11	ensemble	ensemble	ADJ
iajs-3922	151	12	method	method	NOUN
iajs-3922	151	13	prediction	prediction	NOUN
iajs-3922	151	14	of	of	ADP
iajs-3922	151	15	generated	generate	VERB
iajs-3922	151	16	energy	energy	NOUN
iajs-3922	151	17	prediction	prediction	NOUN
iajs-3922	151	18	of	of	ADP
iajs-3922	151	19	maximum	maximum	ADJ
iajs-3922	151	20	generated	generate	VERB
iajs-3922	151	21	energy	energy	NOUN
iajs-3922	151	22	with	with	ADP
iajs-3922	151	23	good	good	ADJ
iajs-3922	151	24	accuracy	accuracy	NOUN
iajs-3922	151	25	reached	reach	VERB
iajs-3922	151	26	95	95	NUM
iajs-3922	151	27	%	%	NOUN
iajs-3922	151	28	and	and	CCONJ
iajs-3922	151	29	94	94	NUM
iajs-3922	151	30	%	%	NOUN
iajs-3922	151	31	in	in	ADP
iajs-3922	151	32	different	different	ADJ
iajs-3922	151	33	cases	case	NOUN
iajs-3922	151	34	.	.	PUNCT
iajs-3922	152	1	[	[	X
iajs-3922	152	2	25	25	NUM
iajs-3922	152	3	]	]	PUNCT
iajs-3922	152	4	pv	pv	X
iajs-3922	152	5	lstm	lstm	ADJ
iajs-3922	152	6	,	,	PUNCT
iajs-3922	152	7	statistical	statistical	ADJ
iajs-3922	152	8	methods	method	NOUN
iajs-3922	152	9	pv	pv	NOUN
iajs-3922	152	10	power	power	NOUN
iajs-3922	152	11	prediction	prediction	NOUN
iajs-3922	152	12	the	the	DET
iajs-3922	152	13	results	result	NOUN
iajs-3922	152	14	and	and	CCONJ
iajs-3922	152	15	comparative	comparative	ADJ
iajs-3922	152	16	analysis	analysis	NOUN
iajs-3922	152	17	show	show	VERB
iajs-3922	152	18	that	that	SCONJ
iajs-3922	152	19	the	the	DET
iajs-3922	152	20	hybrid	hybrid	ADJ
iajs-3922	152	21	lstm	lstm	NOUN
iajs-3922	152	22	-	-	PUNCT
iajs-3922	152	23	svr	svr	NOUN
iajs-3922	152	24	-	-	PUNCT
iajs-3922	152	25	bo	bo	PROPN
iajs-3922	152	26	method	method	NOUN
iajs-3922	152	27	can	can	AUX
iajs-3922	152	28	achieve	achieve	VERB
iajs-3922	152	29	superior	superior	ADJ
iajs-3922	152	30	forecasting	forecasting	NOUN
iajs-3922	152	31	performance	performance	NOUN
iajs-3922	152	32	in	in	ADP
iajs-3922	152	33	predicting	predict	VERB
iajs-3922	152	34	the	the	DET
iajs-3922	152	35	energy	energy	NOUN
iajs-3922	152	36	generated	generate	VERB
iajs-3922	152	37	across	across	ADP
iajs-3922	152	38	several	several	ADJ
iajs-3922	152	39	short	short	ADJ
iajs-3922	152	40	-	-	PUNCT
iajs-3922	152	41	term	term	NOUN
iajs-3922	152	42	periods	period	NOUN
iajs-3922	152	43	.	.	PUNCT
iajs-3922	153	1	[	[	X
iajs-3922	153	2	26	26	NUM
iajs-3922	153	3	]	]	X
iajs-3922	153	4	solar	solar	ADJ
iajs-3922	153	5	clustering	clustering	NOUN
iajs-3922	153	6	technique	technique	NOUN
iajs-3922	153	7	combination	combination	NOUN
iajs-3922	153	8	of	of	ADP
iajs-3922	153	9	cnn	cnn	PROPN
iajs-3922	153	10	and	and	CCONJ
iajs-3922	153	11	lstm	lstm	PROPN
iajs-3922	153	12	forecasting	forecast	VERB
iajs-3922	153	13	only	only	ADV
iajs-3922	153	14	short	short	ADJ
iajs-3922	153	15	-	-	PUNCT
iajs-3922	153	16	term	term	NOUN
iajs-3922	153	17	generation	generation	NOUN
iajs-3922	153	18	energy	energy	NOUN
iajs-3922	153	19	the	the	DET
iajs-3922	153	20	proposed	propose	VERB
iajs-3922	153	21	model	model	NOUN
iajs-3922	153	22	's	's	PART
iajs-3922	153	23	ida	ida	PROPN
iajs-3922	153	24	demonstrated	demonstrate	VERB
iajs-3922	153	25	the	the	DET
iajs-3922	153	26	maximum	maximum	ADJ
iajs-3922	153	27	accuracy	accuracy	NOUN
iajs-3922	153	28	.	.	PUNCT
iajs-3922	154	1	the	the	DET
iajs-3922	154	2	findings	finding	NOUN
iajs-3922	154	3	indicate	indicate	VERB
iajs-3922	154	4	that	that	SCONJ
iajs-3922	154	5	the	the	DET
iajs-3922	154	6	suggested	suggest	VERB
iajs-3922	154	7	model	model	NOUN
iajs-3922	154	8	is	be	AUX
iajs-3922	154	9	a	a	DET
iajs-3922	154	10	reliable	reliable	ADJ
iajs-3922	154	11	forecasting	forecasting	NOUN
iajs-3922	154	12	tool	tool	NOUN
iajs-3922	154	13	for	for	ADP
iajs-3922	154	14	integrating	integrate	VERB
iajs-3922	154	15	solar	solar	ADJ
iajs-3922	154	16	energy	energy	NOUN
iajs-3922	154	17	into	into	ADP
iajs-3922	154	18	networks	network	NOUN
iajs-3922	154	19	.	.	PUNCT
iajs-3922	155	1	the	the	DET
iajs-3922	155	2	suggested	suggest	VERB
iajs-3922	155	3	model	model	NOUN
iajs-3922	155	4	obtained	obtain	VERB
iajs-3922	155	5	the	the	DET
iajs-3922	155	6	lowest	low	ADJ
iajs-3922	155	7	rmse	rmse	NOUN
iajs-3922	155	8	and	and	CCONJ
iajs-3922	155	9	mae	mae	PROPN
iajs-3922	155	10	values	value	NOUN
iajs-3922	155	11	,	,	PUNCT
iajs-3922	155	12	0.344	0.344	NUM
iajs-3922	155	13	and	and	CCONJ
iajs-3922	155	14	0.393	0.393	NUM
iajs-3922	155	15	,	,	PUNCT
iajs-3922	155	16	respectively	respectively	ADV
iajs-3922	155	17	.	.	PUNCT
iajs-3922	156	1	ihjpas	ihjpas	PROPN
iajs-3922	156	2	.	.	PUNCT
iajs-3922	157	1	2024	2024	NUM
iajs-3922	157	2	,	,	PUNCT
iajs-3922	157	3	37(4	37(4	NOUN
iajs-3922	157	4	)	)	PUNCT
iajs-3922	157	5	446	446	NUM
iajs-3922	157	6	table	table	NOUN
iajs-3922	157	7	1	1	NUM
iajs-3922	157	8	illustrates	illustrate	VERB
iajs-3922	157	9	a	a	DET
iajs-3922	157	10	comparative	comparative	ADJ
iajs-3922	157	11	analysis	analysis	NOUN
iajs-3922	157	12	of	of	ADP
iajs-3922	157	13	the	the	DET
iajs-3922	157	14	results	result	NOUN
iajs-3922	157	15	obtained	obtain	VERB
iajs-3922	157	16	in	in	ADP
iajs-3922	157	17	various	various	ADJ
iajs-3922	157	18	types	type	NOUN
iajs-3922	157	19	of	of	ADP
iajs-3922	157	20	research	research	NOUN
iajs-3922	157	21	.	.	PUNCT
iajs-3922	158	1	the	the	DET
iajs-3922	158	2	comparative	comparative	ADJ
iajs-3922	158	3	analysis	analysis	NOUN
iajs-3922	158	4	showed	show	VERB
iajs-3922	158	5	that	that	SCONJ
iajs-3922	158	6	the	the	DET
iajs-3922	158	7	ida	ida	PROPN
iajs-3922	158	8	techniques	technique	NOUN
iajs-3922	158	9	achieved	achieve	VERB
iajs-3922	158	10	good	good	ADJ
iajs-3922	158	11	results	result	NOUN
iajs-3922	158	12	that	that	PRON
iajs-3922	158	13	helped	helped	AUX
iajs-3922	158	14	improve	improve	VERB
iajs-3922	158	15	decision	decision	NOUN
iajs-3922	158	16	-	-	PUNCT
iajs-3922	158	17	making	make	VERB
iajs-3922	158	18	processes	process	NOUN
iajs-3922	158	19	by	by	ADP
iajs-3922	158	20	providing	provide	VERB
iajs-3922	158	21	more	more	ADV
iajs-3922	158	22	accurate	accurate	ADJ
iajs-3922	158	23	predictions	prediction	NOUN
iajs-3922	158	24	.	.	PUNCT
iajs-3922	159	1	these	these	DET
iajs-3922	159	2	predictions	prediction	NOUN
iajs-3922	159	3	play	play	VERB
iajs-3922	159	4	a	a	DET
iajs-3922	159	5	crucial	crucial	ADJ
iajs-3922	159	6	role	role	NOUN
iajs-3922	159	7	in	in	ADP
iajs-3922	159	8	managing	manage	VERB
iajs-3922	159	9	various	various	ADJ
iajs-3922	159	10	renewable	renewable	ADJ
iajs-3922	159	11	energy	energy	NOUN
iajs-3922	159	12	systems	system	NOUN
iajs-3922	159	13	.	.	PUNCT
iajs-3922	160	1	4.2	4.2	NUM
iajs-3922	160	2	intelligent	intelligent	ADJ
iajs-3922	160	3	data	datum	NOUN
iajs-3922	160	4	analysis	analysis	NOUN
iajs-3922	160	5	techniques	technique	NOUN
iajs-3922	160	6	dealing	deal	VERB
iajs-3922	160	7	with	with	ADP
iajs-3922	160	8	surplus	surplus	ADJ
iajs-3922	160	9	renewable	renewable	ADJ
iajs-3922	160	10	energy	energy	NOUN
iajs-3922	160	11	much	much	ADJ
iajs-3922	160	12	research	research	NOUN
iajs-3922	160	13	is	be	AUX
iajs-3922	160	14	based	base	VERB
iajs-3922	160	15	on	on	ADP
iajs-3922	160	16	using	use	VERB
iajs-3922	160	17	intelligent	intelligent	ADJ
iajs-3922	160	18	data	datum	NOUN
iajs-3922	160	19	analysis	analysis	NOUN
iajs-3922	160	20	techniques	technique	NOUN
iajs-3922	160	21	to	to	PART
iajs-3922	160	22	deal	deal	VERB
iajs-3922	160	23	with	with	ADP
iajs-3922	160	24	the	the	DET
iajs-3922	160	25	surplus	surplus	NOUN
iajs-3922	160	26	of	of	ADP
iajs-3922	160	27	renewable	renewable	ADJ
iajs-3922	160	28	energy	energy	NOUN
iajs-3922	160	29	with	with	ADP
iajs-3922	160	30	or	or	CCONJ
iajs-3922	160	31	without	without	ADP
iajs-3922	160	32	storage	storage	NOUN
iajs-3922	160	33	;	;	PUNCT
iajs-3922	160	34	the	the	DET
iajs-3922	160	35	surplus	surplus	NOUN
iajs-3922	160	36	of	of	ADP
iajs-3922	160	37	renewable	renewable	ADJ
iajs-3922	160	38	energy	energy	NOUN
iajs-3922	160	39	results	result	NOUN
iajs-3922	160	40	from	from	ADP
iajs-3922	160	41	the	the	DET
iajs-3922	160	42	availability	availability	NOUN
iajs-3922	160	43	of	of	ADP
iajs-3922	160	44	factors	factor	NOUN
iajs-3922	160	45	that	that	PRON
iajs-3922	160	46	increase	increase	VERB
iajs-3922	160	47	the	the	DET
iajs-3922	160	48	amount	amount	NOUN
iajs-3922	160	49	of	of	ADP
iajs-3922	160	50	generated	generate	VERB
iajs-3922	160	51	energy	energy	NOUN
iajs-3922	160	52	,	,	PUNCT
iajs-3922	160	53	such	such	ADJ
iajs-3922	160	54	as	as	ADP
iajs-3922	160	55	weather	weather	NOUN
iajs-3922	160	56	factors	factor	NOUN
iajs-3922	160	57	and	and	CCONJ
iajs-3922	160	58	specific	specific	ADJ
iajs-3922	160	59	equipment	equipment	NOUN
iajs-3922	160	60	to	to	PART
iajs-3922	160	61	manage	manage	VERB
iajs-3922	160	62	the	the	DET
iajs-3922	160	63	generation	generation	NOUN
iajs-3922	160	64	of	of	ADP
iajs-3922	160	65	this	this	DET
iajs-3922	160	66	energy	energy	NOUN
iajs-3922	160	67	.	.	PUNCT
iajs-3922	161	1	table	table	NOUN
iajs-3922	161	2	2	2	NUM
iajs-3922	161	3	illustrates	illustrate	VERB
iajs-3922	161	4	some	some	PRON
iajs-3922	161	5	of	of	ADP
iajs-3922	161	6	these	these	DET
iajs-3922	161	7	research	research	NOUN
iajs-3922	161	8	findings	finding	NOUN
iajs-3922	161	9	:	:	PUNCT
iajs-3922	161	10	chaouachi	chaouachi	PROPN
iajs-3922	161	11	et	et	PROPN
iajs-3922	161	12	al	al	PROPN
iajs-3922	161	13	.	.	PROPN
iajs-3922	161	14	proposed	propose	VERB
iajs-3922	161	15	a	a	DET
iajs-3922	161	16	system	system	NOUN
iajs-3922	161	17	to	to	PART
iajs-3922	161	18	predict	predict	VERB
iajs-3922	161	19	renewable	renewable	ADJ
iajs-3922	161	20	energy	energy	NOUN
iajs-3922	161	21	,	,	PUNCT
iajs-3922	161	22	which	which	PRON
iajs-3922	161	23	includes	include	VERB
iajs-3922	161	24	multiple	multiple	ADJ
iajs-3922	161	25	resources	resource	NOUN
iajs-3922	161	26	,	,	PUNCT
iajs-3922	161	27	such	such	ADJ
iajs-3922	161	28	as	as	ADP
iajs-3922	161	29	solar	solar	ADJ
iajs-3922	161	30	and	and	CCONJ
iajs-3922	161	31	wind	wind	NOUN
iajs-3922	161	32	,	,	PUNCT
iajs-3922	161	33	using	use	VERB
iajs-3922	161	34	an	an	DET
iajs-3922	161	35	artificial	artificial	ADJ
iajs-3922	161	36	neural	neural	ADJ
iajs-3922	161	37	network	network	NOUN
iajs-3922	161	38	.	.	PUNCT
iajs-3922	162	1	this	this	DET
iajs-3922	162	2	system	system	NOUN
iajs-3922	162	3	utilized	utilize	VERB
iajs-3922	162	4	a	a	DET
iajs-3922	162	5	fuzzy	fuzzy	ADJ
iajs-3922	162	6	expert	expert	NOUN
iajs-3922	162	7	system	system	NOUN
iajs-3922	162	8	for	for	ADP
iajs-3922	162	9	battery	battery	NOUN
iajs-3922	162	10	scheduling	scheduling	NOUN
iajs-3922	162	11	and	and	CCONJ
iajs-3922	162	12	load	load	NOUN
iajs-3922	162	13	demand	demand	NOUN
iajs-3922	162	14	,	,	PUNCT
iajs-3922	162	15	resulting	result	VERB
iajs-3922	162	16	in	in	ADP
iajs-3922	162	17	a	a	DET
iajs-3922	162	18	reduction	reduction	NOUN
iajs-3922	162	19	in	in	ADP
iajs-3922	162	20	overall	overall	ADJ
iajs-3922	162	21	operational	operational	ADJ
iajs-3922	162	22	costs	cost	NOUN
iajs-3922	162	23	[	[	X
iajs-3922	162	24	27	27	NUM
iajs-3922	162	25	]	]	PUNCT
iajs-3922	162	26	.	.	PUNCT
iajs-3922	163	1	fu	fu	PROPN
iajs-3922	163	2	et	et	PROPN
iajs-3922	163	3	al	al	PROPN
iajs-3922	163	4	.	.	PROPN
iajs-3922	163	5	presented	present	VERB
iajs-3922	163	6	a	a	DET
iajs-3922	163	7	strategy	strategy	NOUN
iajs-3922	163	8	to	to	PART
iajs-3922	163	9	optimize	optimize	VERB
iajs-3922	163	10	the	the	DET
iajs-3922	163	11	allocation	allocation	NOUN
iajs-3922	163	12	method	method	NOUN
iajs-3922	163	13	of	of	ADP
iajs-3922	163	14	routing	routing	NOUN
iajs-3922	163	15	and	and	CCONJ
iajs-3922	163	16	dynamic	dynamic	ADJ
iajs-3922	163	17	storage	storage	NOUN
iajs-3922	163	18	based	base	VERB
iajs-3922	163	19	on	on	ADP
iajs-3922	163	20	reinforcement	reinforcement	NOUN
iajs-3922	163	21	learning	learning	NOUN
iajs-3922	163	22	(	(	PUNCT
iajs-3922	163	23	vehicular	vehicular	ADJ
iajs-3922	163	24	energy	energy	NOUN
iajs-3922	163	25	network	network	NOUN
iajs-3922	163	26	with	with	ADP
iajs-3922	163	27	lstm	lstm	PROPN
iajs-3922	163	28	)	)	PUNCT
iajs-3922	163	29	;	;	PUNCT
iajs-3922	163	30	this	this	DET
iajs-3922	163	31	strategy	strategy	NOUN
iajs-3922	163	32	increases	increase	VERB
iajs-3922	163	33	the	the	DET
iajs-3922	163	34	efficiency	efficiency	NOUN
iajs-3922	163	35	of	of	ADP
iajs-3922	163	36	energy	energy	NOUN
iajs-3922	163	37	transfer	transfer	NOUN
iajs-3922	163	38	[	[	X
iajs-3922	163	39	28	28	NUM
iajs-3922	163	40	]	]	PUNCT
iajs-3922	163	41	.	.	PUNCT
iajs-3922	164	1	zang	zang	PROPN
iajs-3922	164	2	et	et	PROPN
iajs-3922	164	3	al	al	PROPN
iajs-3922	164	4	.	.	PROPN
iajs-3922	164	5	introduced	introduce	VERB
iajs-3922	164	6	a	a	DET
iajs-3922	164	7	model	model	NOUN
iajs-3922	164	8	of	of	ADP
iajs-3922	164	9	real	real	ADJ
iajs-3922	164	10	-	-	PUNCT
iajs-3922	164	11	time	time	NOUN
iajs-3922	164	12	dynamic	dynamic	ADJ
iajs-3922	164	13	energy	energy	NOUN
iajs-3922	164	14	management	management	NOUN
iajs-3922	164	15	for	for	ADP
iajs-3922	164	16	hybrid	hybrid	ADJ
iajs-3922	164	17	energy	energy	NOUN
iajs-3922	164	18	systems	system	NOUN
iajs-3922	164	19	(	(	PUNCT
iajs-3922	164	20	he	he	PRON
iajs-3922	164	21	s	s	VERB
iajs-3922	164	22	)	)	PUNCT
iajs-3922	164	23	.	.	PUNCT
iajs-3922	165	1	they	they	PRON
iajs-3922	165	2	utilized	utilize	VERB
iajs-3922	165	3	a	a	DET
iajs-3922	165	4	deep	deep	ADJ
iajs-3922	165	5	reinforcement	reinforcement	NOUN
iajs-3922	165	6	learning	learning	NOUN
iajs-3922	165	7	algorithm	algorithm	NOUN
iajs-3922	165	8	to	to	PART
iajs-3922	165	9	determine	determine	VERB
iajs-3922	165	10	the	the	DET
iajs-3922	165	11	strategy	strategy	NOUN
iajs-3922	165	12	in	in	ADP
iajs-3922	165	13	terms	term	NOUN
iajs-3922	165	14	of	of	ADP
iajs-3922	165	15	investment	investment	NOUN
iajs-3922	165	16	and	and	CCONJ
iajs-3922	165	17	input	input	NOUN
iajs-3922	165	18	on	on	ADP
iajs-3922	165	19	different	different	ADJ
iajs-3922	165	20	supply	supply	NOUN
iajs-3922	165	21	sides	side	NOUN
iajs-3922	165	22	based	base	VERB
iajs-3922	165	23	on	on	ADP
iajs-3922	165	24	historical	historical	ADJ
iajs-3922	165	25	data	datum	NOUN
iajs-3922	165	26	,	,	PUNCT
iajs-3922	165	27	including	include	VERB
iajs-3922	165	28	time	time	NOUN
iajs-3922	165	29	factors	factor	NOUN
iajs-3922	165	30	such	such	ADJ
iajs-3922	165	31	as	as	ADP
iajs-3922	165	32	power	power	NOUN
iajs-3922	165	33	system	system	NOUN
iajs-3922	165	34	heat	heat	NOUN
iajs-3922	165	35	rate	rate	NOUN
iajs-3922	165	36	aggregation	aggregation	NOUN
iajs-3922	165	37	(	(	PUNCT
iajs-3922	165	38	pshra	pshra	ADJ
iajs-3922	165	39	)	)	PUNCT
iajs-3922	165	40	.	.	PUNCT
iajs-3922	166	1	ppo	ppo	PROPN
iajs-3922	166	2	is	be	AUX
iajs-3922	166	3	a	a	DET
iajs-3922	166	4	proximal	proximal	ADJ
iajs-3922	166	5	optimization	optimization	NOUN
iajs-3922	166	6	policy	policy	NOUN
iajs-3922	166	7	based	base	VERB
iajs-3922	166	8	on	on	ADP
iajs-3922	166	9	training	training	NOUN
iajs-3922	166	10	with	with	ADP
iajs-3922	166	11	different	different	ADJ
iajs-3922	166	12	types	type	NOUN
iajs-3922	166	13	of	of	ADP
iajs-3922	166	14	data	datum	NOUN
iajs-3922	166	15	.	.	PUNCT
iajs-3922	167	1	according	accord	VERB
iajs-3922	167	2	to	to	ADP
iajs-3922	167	3	the	the	DET
iajs-3922	167	4	results	result	NOUN
iajs-3922	167	5	,	,	PUNCT
iajs-3922	167	6	the	the	DET
iajs-3922	167	7	optimal	optimal	ADJ
iajs-3922	167	8	control	control	NOUN
iajs-3922	167	9	policy	policy	NOUN
iajs-3922	167	10	and	and	CCONJ
iajs-3922	167	11	costs	cost	NOUN
iajs-3922	167	12	decreased	decrease	VERB
iajs-3922	167	13	by	by	ADP
iajs-3922	167	14	14.17	14.17	NUM
iajs-3922	167	15	%	%	NOUN
iajs-3922	167	16	[	[	X
iajs-3922	167	17	29	29	NUM
iajs-3922	167	18	]	]	PUNCT
iajs-3922	167	19	.	.	PUNCT
iajs-3922	168	1	mohammed	mohammed	PROPN
iajs-3922	168	2	et	et	PROPN
iajs-3922	168	3	al	al	PROPN
iajs-3922	168	4	.	.	PROPN
iajs-3922	168	5	proposed	propose	VERB
iajs-3922	168	6	a	a	DET
iajs-3922	168	7	multi	multi	ADJ
iajs-3922	168	8	-	-	ADJ
iajs-3922	168	9	agent	agent	ADJ
iajs-3922	168	10	system	system	NOUN
iajs-3922	168	11	based	base	VERB
iajs-3922	168	12	on	on	ADP
iajs-3922	168	13	heuristic	heuristic	ADJ
iajs-3922	168	14	optimization	optimization	NOUN
iajs-3922	168	15	principles	principle	NOUN
iajs-3922	168	16	designed	design	VERB
iajs-3922	168	17	to	to	PART
iajs-3922	168	18	efficiently	efficiently	ADV
iajs-3922	168	19	store	store	VERB
iajs-3922	168	20	excess	excess	ADJ
iajs-3922	168	21	energy	energy	NOUN
iajs-3922	168	22	from	from	ADP
iajs-3922	168	23	various	various	ADJ
iajs-3922	168	24	renewable	renewable	ADJ
iajs-3922	168	25	energy	energy	NOUN
iajs-3922	168	26	sources	source	NOUN
iajs-3922	168	27	.	.	PUNCT
iajs-3922	169	1	the	the	DET
iajs-3922	169	2	system	system	NOUN
iajs-3922	169	3	's	's	PART
iajs-3922	169	4	performance	performance	NOUN
iajs-3922	169	5	was	be	AUX
iajs-3922	169	6	checked	check	VERB
iajs-3922	169	7	in	in	ADP
iajs-3922	169	8	five	five	NUM
iajs-3922	169	9	regions	region	NOUN
iajs-3922	169	10	and	and	CCONJ
iajs-3922	169	11	12	12	NUM
iajs-3922	169	12	cities	city	NOUN
iajs-3922	169	13	in	in	ADP
iajs-3922	169	14	iraq	iraq	PROPN
iajs-3922	169	15	.	.	PUNCT
iajs-3922	170	1	the	the	DET
iajs-3922	170	2	results	result	NOUN
iajs-3922	170	3	from	from	ADP
iajs-3922	170	4	the	the	DET
iajs-3922	170	5	system	system	NOUN
iajs-3922	170	6	illustrate	illustrate	VERB
iajs-3922	170	7	how	how	SCONJ
iajs-3922	170	8	high	high	ADJ
iajs-3922	170	9	supplier	supplier	NOUN
iajs-3922	170	10	rates	rate	NOUN
iajs-3922	170	11	increase	increase	VERB
iajs-3922	170	12	electricity	electricity	NOUN
iajs-3922	170	13	exchange	exchange	NOUN
iajs-3922	170	14	and	and	CCONJ
iajs-3922	170	15	affect	affect	VERB
iajs-3922	170	16	production	production	NOUN
iajs-3922	170	17	planning	planning	NOUN
iajs-3922	170	18	for	for	ADP
iajs-3922	170	19	various	various	ADJ
iajs-3922	170	20	re	re	ADJ
iajs-3922	170	21	sources	source	NOUN
iajs-3922	170	22	,	,	PUNCT
iajs-3922	170	23	as	as	ADV
iajs-3922	170	24	well	well	ADV
iajs-3922	170	25	as	as	ADP
iajs-3922	170	26	optimizing	optimize	VERB
iajs-3922	170	27	the	the	DET
iajs-3922	170	28	use	use	NOUN
iajs-3922	170	29	of	of	ADP
iajs-3922	170	30	storage	storage	NOUN
iajs-3922	170	31	devices	device	NOUN
iajs-3922	170	32	at	at	ADP
iajs-3922	170	33	different	different	ADJ
iajs-3922	170	34	locations	location	NOUN
iajs-3922	170	35	[	[	X
iajs-3922	170	36	30	30	NUM
iajs-3922	170	37	]	]	PUNCT
iajs-3922	170	38	.	.	PUNCT
iajs-3922	171	1	yuan	yuan	NOUN
iajs-3922	171	2	et	et	PROPN
iajs-3922	171	3	al	al	PROPN
iajs-3922	171	4	.	.	PROPN
iajs-3922	171	5	presented	present	VERB
iajs-3922	171	6	a	a	DET
iajs-3922	171	7	solution	solution	NOUN
iajs-3922	171	8	to	to	PART
iajs-3922	171	9	store	store	VERB
iajs-3922	171	10	renewable	renewable	ADJ
iajs-3922	171	11	energy	energy	NOUN
iajs-3922	171	12	surpluses	surplus	NOUN
iajs-3922	171	13	.	.	PUNCT
iajs-3922	172	1	this	this	DET
iajs-3922	172	2	solution	solution	NOUN
iajs-3922	172	3	assisted	assist	VERB
iajs-3922	172	4	in	in	ADP
iajs-3922	172	5	conserving	conserve	VERB
iajs-3922	172	6	energy	energy	NOUN
iajs-3922	172	7	for	for	ADP
iajs-3922	172	8	future	future	ADJ
iajs-3922	172	9	investment	investment	NOUN
iajs-3922	172	10	into	into	ADP
iajs-3922	172	11	various	various	ADJ
iajs-3922	172	12	applications	application	NOUN
iajs-3922	172	13	.	.	PUNCT
iajs-3922	173	1	this	this	DET
iajs-3922	173	2	solution	solution	NOUN
iajs-3922	173	3	is	be	AUX
iajs-3922	173	4	based	base	VERB
iajs-3922	173	5	on	on	ADP
iajs-3922	173	6	using	use	VERB
iajs-3922	173	7	a	a	DET
iajs-3922	173	8	deep	deep	ADJ
iajs-3922	173	9	reinforcement	reinforcement	NOUN
iajs-3922	173	10	learning	learning	NOUN
iajs-3922	173	11	technique	technique	NOUN
iajs-3922	173	12	and	and	CCONJ
iajs-3922	173	13	regulating	regulate	VERB
iajs-3922	173	14	policies	policy	NOUN
iajs-3922	173	15	to	to	PART
iajs-3922	173	16	deal	deal	VERB
iajs-3922	173	17	with	with	ADP
iajs-3922	173	18	the	the	DET
iajs-3922	173	19	dynamic	dynamic	ADJ
iajs-3922	173	20	energy	energy	NOUN
iajs-3922	173	21	demand	demand	NOUN
iajs-3922	173	22	.	.	PUNCT
iajs-3922	174	1	also	also	ADV
iajs-3922	174	2	,	,	PUNCT
iajs-3922	174	3	this	this	DET
iajs-3922	174	4	model	model	NOUN
iajs-3922	174	5	contributes	contribute	VERB
iajs-3922	174	6	to	to	ADP
iajs-3922	174	7	reducing	reduce	VERB
iajs-3922	174	8	the	the	DET
iajs-3922	174	9	cost	cost	NOUN
iajs-3922	174	10	of	of	ADP
iajs-3922	174	11	renewable	renewable	ADJ
iajs-3922	174	12	energy	energy	NOUN
iajs-3922	174	13	generation	generation	NOUN
iajs-3922	174	14	[	[	X
iajs-3922	174	15	31	31	NUM
iajs-3922	174	16	]	]	PUNCT
iajs-3922	174	17	.	.	PUNCT
iajs-3922	175	1	al	al	PROPN
iajs-3922	175	2	-	-	PUNCT
iajs-3922	175	3	janabi	janabi	NOUN
iajs-3922	175	4	and	and	CCONJ
iajs-3922	175	5	mohammed	mohammed	PROPN
iajs-3922	175	6	came	come	VERB
iajs-3922	175	7	up	up	ADP
iajs-3922	175	8	with	with	ADP
iajs-3922	175	9	a	a	DET
iajs-3922	175	10	way	way	NOUN
iajs-3922	175	11	to	to	PART
iajs-3922	175	12	figure	figure	VERB
iajs-3922	175	13	out	out	ADP
iajs-3922	175	14	how	how	SCONJ
iajs-3922	175	15	much	much	ADJ
iajs-3922	175	16	extra	extra	ADJ
iajs-3922	175	17	energy	energy	NOUN
iajs-3922	175	18	there	there	PRON
iajs-3922	175	19	is	be	VERB
iajs-3922	175	20	by	by	ADP
iajs-3922	175	21	using	use	VERB
iajs-3922	175	22	the	the	DET
iajs-3922	175	23	find	find	ADJ
iajs-3922	175	24	different	different	ADJ
iajs-3922	175	25	intervals	interval	NOUN
iajs-3922	175	26	of	of	ADP
iajs-3922	175	27	renewable	renewable	ADJ
iajs-3922	175	28	energy	energy	NOUN
iajs-3922	175	29	(	(	PUNCT
iajs-3922	175	30	fdire	fdire	NOUN
iajs-3922	175	31	)	)	PUNCT
iajs-3922	175	32	method	method	NOUN
iajs-3922	175	33	and	and	CCONJ
iajs-3922	175	34	combining	combine	VERB
iajs-3922	175	35	data	datum	NOUN
iajs-3922	175	36	from	from	ADP
iajs-3922	175	37	relstm	relstm	NOUN
iajs-3922	175	38	techniques	technique	NOUN
iajs-3922	175	39	to	to	PART
iajs-3922	175	40	figure	figure	VERB
iajs-3922	175	41	out	out	ADP
iajs-3922	175	42	what	what	PRON
iajs-3922	175	43	kind	kind	NOUN
iajs-3922	175	44	of	of	ADP
iajs-3922	175	45	solar	solar	ADJ
iajs-3922	175	46	plant	plant	NOUN
iajs-3922	175	47	makes	make	VERB
iajs-3922	175	48	the	the	DET
iajs-3922	175	49	most	most	ADJ
iajs-3922	175	50	electricity	electricity	NOUN
iajs-3922	175	51	[	[	X
iajs-3922	175	52	32	32	NUM
iajs-3922	175	53	]	]	PUNCT
iajs-3922	175	54	.	.	PUNCT
iajs-3922	176	1	table	table	NOUN
iajs-3922	176	2	2	2	NUM
iajs-3922	176	3	illustrates	illustrate	VERB
iajs-3922	176	4	the	the	DET
iajs-3922	176	5	results	result	NOUN
iajs-3922	176	6	of	of	ADP
iajs-3922	176	7	using	use	VERB
iajs-3922	176	8	the	the	DET
iajs-3922	176	9	ida	ida	PROPN
iajs-3922	176	10	techniques	technique	NOUN
iajs-3922	176	11	to	to	PART
iajs-3922	176	12	deal	deal	VERB
iajs-3922	176	13	suitably	suitably	ADV
iajs-3922	176	14	with	with	SCONJ
iajs-3922	176	15	the	the	DET
iajs-3922	176	16	surplus	surplus	NOUN
iajs-3922	176	17	generated	generate	VERB
iajs-3922	176	18	renewable	renewable	ADJ
iajs-3922	176	19	energy	energy	NOUN
iajs-3922	176	20	and	and	CCONJ
iajs-3922	176	21	exploit	exploit	VERB
iajs-3922	176	22	it	it	PRON
iajs-3922	176	23	without	without	ADP
iajs-3922	176	24	loss	loss	NOUN
iajs-3922	176	25	.	.	PUNCT
iajs-3922	177	1	this	this	PRON
iajs-3922	177	2	helped	help	VERB
iajs-3922	177	3	manage	manage	VERB
iajs-3922	177	4	the	the	DET
iajs-3922	177	5	renewable	renewable	ADJ
iajs-3922	177	6	energy	energy	NOUN
iajs-3922	177	7	system	system	NOUN
iajs-3922	177	8	optimally	optimally	ADV
iajs-3922	177	9	.	.	PUNCT
iajs-3922	178	1	ihjpas	ihjpas	PROPN
iajs-3922	178	2	.	.	PUNCT
iajs-3922	179	1	2024	2024	NUM
iajs-3922	179	2	,	,	PUNCT
iajs-3922	179	3	37(4	37(4	X
iajs-3922	179	4	)	)	PUNCT
iajs-3922	179	5	447	447	NUM
iajs-3922	179	6	table	table	NOUN
iajs-3922	179	7	2	2	NUM
iajs-3922	179	8	.	.	PUNCT
iajs-3922	179	9	comparative	comparative	ADJ
iajs-3922	179	10	analysis	analysis	NOUN
iajs-3922	179	11	of	of	ADP
iajs-3922	179	12	ida	ida	PROPN
iajs-3922	179	13	in	in	ADP
iajs-3922	179	14	dealing	deal	VERB
iajs-3922	179	15	with	with	ADP
iajs-3922	179	16	surplus	surplus	ADJ
iajs-3922	179	17	renewable	renewable	ADJ
iajs-3922	179	18	energy	energy	NOUN
iajs-3922	179	19	author	author	NOUN
iajs-3922	179	20	energy	energy	NOUN
iajs-3922	179	21	source	source	NOUN
iajs-3922	179	22	methodology	methodology	NOUN
iajs-3922	179	23	aim	aim	NOUN
iajs-3922	179	24	of	of	ADP
iajs-3922	179	25	application	application	NOUN
iajs-3922	179	26	results	result	NOUN
iajs-3922	179	27	[	[	X
iajs-3922	179	28	27	27	NUM
iajs-3922	179	29	]	]	X
iajs-3922	179	30	solar	solar	ADJ
iajs-3922	179	31	wind	wind	NOUN
iajs-3922	179	32	artificial	artificial	ADJ
iajs-3922	179	33	neural	neural	ADJ
iajs-3922	179	34	network	network	NOUN
iajs-3922	179	35	ensemble	ensemble	ADJ
iajs-3922	179	36	,	,	PUNCT
iajs-3922	179	37	fuzzy	fuzzy	ADJ
iajs-3922	179	38	expert	expert	NOUN
iajs-3922	179	39	system	system	NOUN
iajs-3922	179	40	minimize	minimize	VERB
iajs-3922	179	41	operational	operational	ADJ
iajs-3922	179	42	costs	cost	NOUN
iajs-3922	179	43	and	and	CCONJ
iajs-3922	179	44	reduce	reduce	VERB
iajs-3922	179	45	the	the	DET
iajs-3922	179	46	impact	impact	NOUN
iajs-3922	179	47	of	of	ADP
iajs-3922	179	48	emissions	emission	NOUN
iajs-3922	179	49	on	on	ADP
iajs-3922	179	50	the	the	DET
iajs-3922	179	51	environment	environment	NOUN
iajs-3922	179	52	reduced	reduce	VERB
iajs-3922	179	53	the	the	DET
iajs-3922	179	54	operational	operational	ADJ
iajs-3922	179	55	cost	cost	NOUN
iajs-3922	179	56	of	of	ADP
iajs-3922	179	57	the	the	DET
iajs-3922	179	58	grid	grid	NOUN
iajs-3922	179	59	;	;	PUNCT
iajs-3922	179	60	according	accord	VERB
iajs-3922	179	61	to	to	ADP
iajs-3922	179	62	the	the	DET
iajs-3922	179	63	simulation	simulation	NOUN
iajs-3922	179	64	,	,	PUNCT
iajs-3922	179	65	the	the	DET
iajs-3922	179	66	cost	cost	NOUN
iajs-3922	179	67	savings	saving	NOUN
iajs-3922	179	68	of	of	ADP
iajs-3922	179	69	the	the	DET
iajs-3922	179	70	suggested	suggest	VERB
iajs-3922	179	71	ida	ida	PROPN
iajs-3922	179	72	strategy	strategy	NOUN
iajs-3922	179	73	compared	compare	VERB
iajs-3922	179	74	to	to	ADP
iajs-3922	179	75	opportunity	opportunity	NOUN
iajs-3922	179	76	charging	charging	NOUN
iajs-3922	179	77	were	be	AUX
iajs-3922	179	78	4.63	4.63	NUM
iajs-3922	179	79	%	%	NOUN
iajs-3922	179	80	against	against	ADP
iajs-3922	179	81	8.15	8.15	NUM
iajs-3922	179	82	%	%	NOUN
iajs-3922	179	83	as	as	ADP
iajs-3922	179	84	a	a	DET
iajs-3922	179	85	result	result	NOUN
iajs-3922	179	86	of	of	ADP
iajs-3922	179	87	intelligent	intelligent	ADJ
iajs-3922	179	88	battery	battery	NOUN
iajs-3922	179	89	scheduling	scheduling	NOUN
iajs-3922	179	90	that	that	PRON
iajs-3922	179	91	considers	consider	VERB
iajs-3922	179	92	the	the	DET
iajs-3922	179	93	next	next	ADJ
iajs-3922	179	94	day	day	NOUN
iajs-3922	179	95	's	's	PART
iajs-3922	179	96	solar	solar	ADJ
iajs-3922	179	97	energy	energy	NOUN
iajs-3922	179	98	availability	availability	NOUN
iajs-3922	179	99	.	.	PUNCT
iajs-3922	180	1	[	[	X
iajs-3922	180	2	28	28	NUM
iajs-3922	180	3	]	]	X
iajs-3922	180	4	solar	solar	ADJ
iajs-3922	180	5	lstm	lstm	NOUN
iajs-3922	180	6	concept	concept	NOUN
iajs-3922	180	7	of	of	ADP
iajs-3922	180	8	reinforcement	reinforcement	NOUN
iajs-3922	180	9	learning	learn	VERB
iajs-3922	180	10	optimize	optimize	NOUN
iajs-3922	180	11	routing	routing	NOUN
iajs-3922	180	12	and	and	CCONJ
iajs-3922	180	13	dynamic	dynamic	ADJ
iajs-3922	180	14	allocation	allocation	NOUN
iajs-3922	180	15	of	of	ADP
iajs-3922	180	16	storage	storage	NOUN
iajs-3922	180	17	near	near	ADP
iajs-3922	180	18	to	to	ADP
iajs-3922	180	19	high	high	ADJ
iajs-3922	180	20	efficient	efficient	ADJ
iajs-3922	180	21	performance	performance	NOUN
iajs-3922	180	22	,	,	PUNCT
iajs-3922	180	23	where	where	SCONJ
iajs-3922	180	24	outcomes	outcome	NOUN
iajs-3922	180	25	indicate	indicate	VERB
iajs-3922	180	26	that	that	SCONJ
iajs-3922	180	27	combined	combine	VERB
iajs-3922	180	28	optimization	optimization	NOUN
iajs-3922	180	29	with	with	ADP
iajs-3922	180	30	an	an	DET
iajs-3922	180	31	lstm	lstm	NOUN
iajs-3922	180	32	model	model	NOUN
iajs-3922	180	33	achieves	achieve	VERB
iajs-3922	180	34	a	a	DET
iajs-3922	180	35	dynamic	dynamic	ADJ
iajs-3922	180	36	storage	storage	NOUN
iajs-3922	180	37	allocation	allocation	NOUN
iajs-3922	180	38	and	and	CCONJ
iajs-3922	180	39	maximum	maximum	ADJ
iajs-3922	180	40	energy	energy	NOUN
iajs-3922	180	41	flow	flow	NOUN
iajs-3922	180	42	with	with	ADP
iajs-3922	180	43	rmse(cars	rmse(car	NOUN
iajs-3922	180	44	)	)	PUNCT
iajs-3922	180	45	mape(%	mape(%	NOUN
iajs-3922	180	46	)	)	PUNCT
iajs-3922	180	47	of	of	ADP
iajs-3922	180	48	167.8	167.8	NUM
iajs-3922	180	49	and	and	CCONJ
iajs-3922	180	50	1.68	1.68	NUM
iajs-3922	180	51	%	%	NOUN
iajs-3922	180	52	,	,	PUNCT
iajs-3922	180	53	respectively	respectively	ADV
iajs-3922	180	54	.	.	PUNCT
iajs-3922	181	1	[	[	X
iajs-3922	181	2	29	29	NUM
iajs-3922	181	3	]	]	SYM
iajs-3922	181	4	wt	wt	ADP
iajs-3922	181	5	solar	solar	ADJ
iajs-3922	181	6	diesel	diesel	NOUN
iajs-3922	181	7	generator	generator	NOUN
iajs-3922	181	8	battery	battery	NOUN
iajs-3922	181	9	deep	deep	ADJ
iajs-3922	181	10	reinforcement	reinforcement	NOUN
iajs-3922	181	11	learning	learning	NOUN
iajs-3922	181	12	algorithm	algorithm	NOUN
iajs-3922	181	13	,	,	PUNCT
iajs-3922	181	14	multi	multi	ADJ
iajs-3922	181	15	-	-	ADJ
iajs-3922	181	16	objective	objective	ADJ
iajs-3922	181	17	adaptive	adaptive	ADJ
iajs-3922	181	18	algorithm	algorithm	NOUN
iajs-3922	181	19	.	.	PUNCT
iajs-3922	182	1	control	control	VERB
iajs-3922	182	2	the	the	DET
iajs-3922	182	3	re	re	X
iajs-3922	182	4	system	system	NOUN
iajs-3922	182	5	by	by	ADP
iajs-3922	182	6	reducing	reduce	VERB
iajs-3922	182	7	its	its	PRON
iajs-3922	182	8	cost	cost	NOUN
iajs-3922	182	9	.	.	PUNCT
iajs-3922	183	1	obtain	obtain	VERB
iajs-3922	183	2	the	the	DET
iajs-3922	183	3	best	good	ADJ
iajs-3922	183	4	energy	energy	NOUN
iajs-3922	183	5	management	management	NOUN
iajs-3922	183	6	strategy	strategy	NOUN
iajs-3922	183	7	.	.	PUNCT
iajs-3922	184	1	simulation	simulation	NOUN
iajs-3922	184	2	findings	finding	NOUN
iajs-3922	184	3	show	show	VERB
iajs-3922	184	4	that	that	SCONJ
iajs-3922	184	5	a	a	DET
iajs-3922	184	6	well	well	ADV
iajs-3922	184	7	-	-	PUNCT
iajs-3922	184	8	trained	train	VERB
iajs-3922	184	9	agent	agent	NOUN
iajs-3922	184	10	may	may	AUX
iajs-3922	184	11	deliver	deliver	VERB
iajs-3922	184	12	a	a	DET
iajs-3922	184	13	better	well	ADJ
iajs-3922	184	14	control	control	NOUN
iajs-3922	184	15	policy	policy	NOUN
iajs-3922	184	16	and	and	CCONJ
iajs-3922	184	17	lower	low	ADJ
iajs-3922	184	18	expenses	expense	NOUN
iajs-3922	184	19	by	by	ADP
iajs-3922	184	20	up	up	ADP
iajs-3922	184	21	to	to	PART
iajs-3922	184	22	14.17	14.17	NUM
iajs-3922	184	23	%	%	NOUN
iajs-3922	184	24	when	when	SCONJ
iajs-3922	184	25	compared	compare	VERB
iajs-3922	184	26	to	to	ADP
iajs-3922	184	27	alternative	alternative	ADJ
iajs-3922	184	28	techniques	technique	NOUN
iajs-3922	184	29	.	.	PUNCT
iajs-3922	185	1	[	[	X
iajs-3922	185	2	30	30	NUM
iajs-3922	185	3	]	]	X
iajs-3922	185	4	solar	solar	ADJ
iajs-3922	185	5	wt	wt	NOUN
iajs-3922	185	6	hydropowe	hydropowe	NOUN
iajs-3922	185	7	r.	r.	NOUN
iajs-3922	185	8	handling	handling	NOUN
iajs-3922	185	9	and	and	CCONJ
iajs-3922	185	10	analysis	analysis	NOUN
iajs-3922	185	11	of	of	ADP
iajs-3922	185	12	various	various	ADJ
iajs-3922	185	13	energy	energy	NOUN
iajs-3922	185	14	loading	loading	NOUN
iajs-3922	185	15	curves	curve	NOUN
iajs-3922	185	16	of	of	ADP
iajs-3922	185	17	consumption	consumption	NOUN
iajs-3922	185	18	behaviour	behaviour	NOUN
iajs-3922	185	19	in	in	ADP
iajs-3922	185	20	five	five	NUM
iajs-3922	185	21	regions	region	NOUN
iajs-3922	185	22	/	/	SYM
iajs-3922	185	23	iraq	iraq	PROPN
iajs-3922	185	24	.	.	PUNCT
iajs-3922	186	1	multi	multi	ADJ
iajs-3922	186	2	-	-	ADJ
iajs-3922	186	3	agent	agent	NOUN
iajs-3922	186	4	-	-	PUNCT
iajs-3922	186	5	based	base	VERB
iajs-3922	186	6	heuristic	heuristic	ADJ
iajs-3922	186	7	optimization	optimization	NOUN
iajs-3922	186	8	system	system	NOUN
iajs-3922	186	9	optimal	optimal	ADJ
iajs-3922	186	10	utilization	utilization	NOUN
iajs-3922	186	11	of	of	ADP
iajs-3922	186	12	located	locate	VERB
iajs-3922	186	13	storage	storage	NOUN
iajs-3922	186	14	devices	device	NOUN
iajs-3922	186	15	.	.	PUNCT
iajs-3922	187	1	determine	determine	VERB
iajs-3922	187	2	the	the	DET
iajs-3922	187	3	energy	energy	NOUN
iajs-3922	187	4	demand	demand	NOUN
iajs-3922	187	5	for	for	ADP
iajs-3922	187	6	a	a	DET
iajs-3922	187	7	specific	specific	ADJ
iajs-3922	187	8	city	city	NOUN
iajs-3922	187	9	.	.	PUNCT
iajs-3922	188	1	the	the	DET
iajs-3922	188	2	study	study	NOUN
iajs-3922	188	3	analyzed	analyze	VERB
iajs-3922	188	4	the	the	DET
iajs-3922	188	5	impact	impact	NOUN
iajs-3922	188	6	of	of	ADP
iajs-3922	188	7	varying	vary	VERB
iajs-3922	188	8	the	the	DET
iajs-3922	188	9	number	number	NOUN
iajs-3922	188	10	of	of	ADP
iajs-3922	188	11	suppliers	supplier	NOUN
iajs-3922	188	12	and	and	CCONJ
iajs-3922	188	13	distributors	distributor	NOUN
iajs-3922	188	14	in	in	ADP
iajs-3922	188	15	each	each	DET
iajs-3922	188	16	location	location	NOUN
iajs-3922	188	17	(	(	PUNCT
iajs-3922	188	18	five	five	NUM
iajs-3922	188	19	regions	region	NOUN
iajs-3922	188	20	and	and	CCONJ
iajs-3922	188	21	twelve	twelve	NUM
iajs-3922	188	22	cities	city	NOUN
iajs-3922	188	23	)	)	PUNCT
iajs-3922	188	24	.	.	PUNCT
iajs-3922	189	1	[	[	X
iajs-3922	189	2	31	31	NUM
iajs-3922	189	3	]	]	X
iajs-3922	189	4	solar	solar	ADJ
iajs-3922	189	5	wind	wind	NOUN
iajs-3922	189	6	dynamic	dynamic	ADJ
iajs-3922	189	7	real	real	ADJ
iajs-3922	189	8	-	-	PUNCT
iajs-3922	189	9	time	time	NOUN
iajs-3922	189	10	update	update	NOUN
iajs-3922	189	11	of	of	ADP
iajs-3922	189	12	parameters	parameter	NOUN
iajs-3922	189	13	,	,	PUNCT
iajs-3922	189	14	deep	deep	ADJ
iajs-3922	189	15	reinforcement	reinforcement	NOUN
iajs-3922	189	16	learning	learning	NOUN
iajs-3922	189	17	maximize	maximize	VERB
iajs-3922	189	18	the	the	DET
iajs-3922	189	19	utilization	utilization	NOUN
iajs-3922	189	20	of	of	ADP
iajs-3922	189	21	re	re	VERB
iajs-3922	189	22	and	and	CCONJ
iajs-3922	189	23	reduce	reduce	VERB
iajs-3922	189	24	the	the	DET
iajs-3922	189	25	cost	cost	NOUN
iajs-3922	189	26	.	.	PUNCT
iajs-3922	190	1	improve	improve	VERB
iajs-3922	190	2	decision	decision	NOUN
iajs-3922	190	3	-	-	PUNCT
iajs-3922	190	4	making	make	VERB
iajs-3922	190	5	efficiency	efficiency	NOUN
iajs-3922	190	6	.	.	PUNCT
iajs-3922	191	1	according	accord	VERB
iajs-3922	191	2	to	to	ADP
iajs-3922	191	3	trial	trial	NOUN
iajs-3922	191	4	data	datum	NOUN
iajs-3922	191	5	,	,	PUNCT
iajs-3922	191	6	the	the	DET
iajs-3922	191	7	proposed	propose	VERB
iajs-3922	191	8	system	system	NOUN
iajs-3922	191	9	reduces	reduce	VERB
iajs-3922	191	10	costs	cost	NOUN
iajs-3922	191	11	by	by	ADP
iajs-3922	191	12	74.8	74.8	NUM
iajs-3922	191	13	%	%	NOUN
iajs-3922	191	14	throughout	throughout	ADP
iajs-3922	191	15	the	the	DET
iajs-3922	191	16	billing	billing	NOUN
iajs-3922	191	17	cycle	cycle	NOUN
iajs-3922	191	18	and	and	CCONJ
iajs-3922	191	19	enhances	enhance	VERB
iajs-3922	191	20	renewable	renewable	ADJ
iajs-3922	191	21	energy	energy	NOUN
iajs-3922	191	22	consumption	consumption	NOUN
iajs-3922	191	23	.	.	PUNCT
iajs-3922	192	1	[	[	X
iajs-3922	192	2	32	32	NUM
iajs-3922	192	3	]	]	X
iajs-3922	192	4	solar	solar	ADJ
iajs-3922	192	5	fdire	fdire	NOUN
iajs-3922	192	6	relstm	relstm	NOUN
iajs-3922	192	7	determine	determine	VERB
iajs-3922	192	8	the	the	DET
iajs-3922	192	9	type	type	NOUN
iajs-3922	192	10	of	of	ADP
iajs-3922	192	11	solar	solar	ADJ
iajs-3922	192	12	plant	plant	NOUN
iajs-3922	192	13	and	and	CCONJ
iajs-3922	192	14	predict	predict	VERB
iajs-3922	192	15	the	the	DET
iajs-3922	192	16	amount	amount	NOUN
iajs-3922	192	17	of	of	ADP
iajs-3922	192	18	solar	solar	NOUN
iajs-3922	192	19	-	-	PUNCT
iajs-3922	192	20	generated	generate	VERB
iajs-3922	192	21	energy	energy	NOUN
iajs-3922	192	22	.	.	PUNCT
iajs-3922	193	1	compute	compute	VERB
iajs-3922	193	2	the	the	DET
iajs-3922	193	3	amount	amount	NOUN
iajs-3922	193	4	of	of	ADP
iajs-3922	193	5	surplus	surplus	ADJ
iajs-3922	193	6	energy	energy	NOUN
iajs-3922	193	7	.	.	PUNCT
iajs-3922	194	1	by	by	ADP
iajs-3922	194	2	determining	determine	VERB
iajs-3922	194	3	only	only	ADJ
iajs-3922	194	4	different	different	ADJ
iajs-3922	194	5	intervals	interval	NOUN
iajs-3922	194	6	of	of	ADP
iajs-3922	194	7	energy	energy	NOUN
iajs-3922	194	8	,	,	PUNCT
iajs-3922	194	9	we	we	PRON
iajs-3922	194	10	can	can	AUX
iajs-3922	194	11	reduce	reduce	VERB
iajs-3922	194	12	the	the	DET
iajs-3922	194	13	complexity	complexity	NOUN
iajs-3922	194	14	of	of	ADP
iajs-3922	194	15	computations	computation	NOUN
iajs-3922	194	16	and	and	CCONJ
iajs-3922	194	17	time	time	NOUN
iajs-3922	194	18	spent	spend	VERB
iajs-3922	194	19	on	on	ADP
iajs-3922	194	20	energy	energy	NOUN
iajs-3922	194	21	generation	generation	NOUN
iajs-3922	194	22	,	,	PUNCT
iajs-3922	194	23	increase	increase	VERB
iajs-3922	194	24	efficiency	efficiency	NOUN
iajs-3922	194	25	,	,	PUNCT
iajs-3922	194	26	and	and	CCONJ
iajs-3922	194	27	increase	increase	VERB
iajs-3922	194	28	the	the	DET
iajs-3922	194	29	accuracy	accuracy	NOUN
iajs-3922	194	30	of	of	ADP
iajs-3922	194	31	the	the	DET
iajs-3922	194	32	ida	ida	PROPN
iajs-3922	194	33	used	use	VERB
iajs-3922	194	34	.	.	PUNCT
iajs-3922	195	1	4.3	4.3	NUM
iajs-3922	195	2	ida	ida	PROPN
iajs-3922	195	3	techniques	technique	NOUN
iajs-3922	195	4	for	for	ADP
iajs-3922	195	5	the	the	DET
iajs-3922	195	6	feasibility	feasibility	NOUN
iajs-3922	195	7	of	of	ADP
iajs-3922	195	8	the	the	DET
iajs-3922	195	9	systems	system	NOUN
iajs-3922	195	10	of	of	ADP
iajs-3922	195	11	renewable	renewable	ADJ
iajs-3922	195	12	energy	energy	NOUN
iajs-3922	195	13	many	many	ADJ
iajs-3922	195	14	studies	study	NOUN
iajs-3922	195	15	rely	rely	VERB
iajs-3922	195	16	on	on	ADP
iajs-3922	195	17	intelligent	intelligent	ADJ
iajs-3922	195	18	data	datum	NOUN
iajs-3922	195	19	analysis	analysis	NOUN
iajs-3922	195	20	techniques	technique	NOUN
iajs-3922	195	21	to	to	PART
iajs-3922	195	22	evaluate	evaluate	VERB
iajs-3922	195	23	the	the	DET
iajs-3922	195	24	viability	viability	NOUN
iajs-3922	195	25	of	of	ADP
iajs-3922	195	26	investing	invest	VERB
iajs-3922	195	27	in	in	ADP
iajs-3922	195	28	various	various	ADJ
iajs-3922	195	29	forms	form	NOUN
iajs-3922	195	30	of	of	ADP
iajs-3922	195	31	renewable	renewable	ADJ
iajs-3922	195	32	energy	energy	NOUN
iajs-3922	195	33	in	in	ADP
iajs-3922	195	34	different	different	ADJ
iajs-3922	195	35	locations	location	NOUN
iajs-3922	195	36	.	.	PUNCT
iajs-3922	196	1	these	these	DET
iajs-3922	196	2	studies	study	NOUN
iajs-3922	196	3	consider	consider	VERB
iajs-3922	196	4	a	a	DET
iajs-3922	196	5	variety	variety	NOUN
iajs-3922	196	6	of	of	ADP
iajs-3922	196	7	factors	factor	NOUN
iajs-3922	196	8	related	relate	VERB
iajs-3922	196	9	to	to	ADP
iajs-3922	196	10	the	the	DET
iajs-3922	196	11	implementation	implementation	NOUN
iajs-3922	196	12	of	of	ADP
iajs-3922	196	13	renewable	renewable	ADJ
iajs-3922	196	14	energy	energy	NOUN
iajs-3922	196	15	projects	project	NOUN
iajs-3922	196	16	,	,	PUNCT
iajs-3922	196	17	as	as	ADV
iajs-3922	196	18	well	well	ADV
iajs-3922	196	19	as	as	ADP
iajs-3922	196	20	the	the	DET
iajs-3922	196	21	development	development	NOUN
iajs-3922	196	22	of	of	ADP
iajs-3922	196	23	specific	specific	ADJ
iajs-3922	196	24	models	model	NOUN
iajs-3922	196	25	to	to	PART
iajs-3922	196	26	support	support	VERB
iajs-3922	196	27	these	these	DET
iajs-3922	196	28	projects	project	NOUN
iajs-3922	196	29	.	.	PUNCT
iajs-3922	197	1	these	these	DET
iajs-3922	197	2	factors	factor	NOUN
iajs-3922	197	3	include	include	VERB
iajs-3922	197	4	computation	computation	NOUN
iajs-3922	197	5	complexity	complexity	NOUN
iajs-3922	197	6	and	and	CCONJ
iajs-3922	197	7	implementation	implementation	NOUN
iajs-3922	197	8	time	time	NOUN
iajs-3922	197	9	,	,	PUNCT
iajs-3922	197	10	as	as	ADV
iajs-3922	197	11	well	well	ADV
iajs-3922	197	12	as	as	ADP
iajs-3922	197	13	performance	performance	NOUN
iajs-3922	197	14	accuracy	accuracy	NOUN
iajs-3922	197	15	and	and	CCONJ
iajs-3922	197	16	efficiency	efficiency	NOUN
iajs-3922	197	17	.	.	PUNCT
iajs-3922	198	1	table	table	NOUN
iajs-3922	198	2	3	3	NUM
iajs-3922	198	3	illustrates	illustrate	VERB
iajs-3922	198	4	some	some	PRON
iajs-3922	198	5	of	of	ADP
iajs-3922	198	6	this	this	DET
iajs-3922	198	7	research	research	NOUN
iajs-3922	198	8	.	.	PUNCT
iajs-3922	199	1	kharrich	kharrich	PROPN
iajs-3922	199	2	et	et	PROPN
iajs-3922	199	3	al	al	PROPN
iajs-3922	199	4	.	.	PROPN
iajs-3922	199	5	evaluated	evaluate	VERB
iajs-3922	199	6	the	the	DET
iajs-3922	199	7	practicality	practicality	NOUN
iajs-3922	199	8	of	of	ADP
iajs-3922	199	9	constructing	construct	VERB
iajs-3922	199	10	a	a	DET
iajs-3922	199	11	microgrid	microgrid	ADJ
iajs-3922	199	12	system	system	NOUN
iajs-3922	199	13	using	use	VERB
iajs-3922	199	14	a	a	DET
iajs-3922	199	15	combination	combination	NOUN
iajs-3922	199	16	of	of	ADP
iajs-3922	199	17	hybrid	hybrid	ADJ
iajs-3922	199	18	renewable	renewable	ADJ
iajs-3922	199	19	energy	energy	NOUN
iajs-3922	199	20	sources	source	NOUN
iajs-3922	199	21	.	.	PUNCT
iajs-3922	200	1	they	they	PRON
iajs-3922	200	2	compared	compare	VERB
iajs-3922	200	3	three	three	NUM
iajs-3922	200	4	different	different	ADJ
iajs-3922	200	5	kinds	kind	NOUN
iajs-3922	200	6	of	of	ADP
iajs-3922	200	7	optimization	optimization	NOUN
iajs-3922	200	8	algorithms	algorithm	NOUN
iajs-3922	200	9	and	and	CCONJ
iajs-3922	200	10	used	use	VERB
iajs-3922	200	11	a	a	DET
iajs-3922	200	12	sensitivity	sensitivity	NOUN
iajs-3922	200	13	analysis	analysis	NOUN
iajs-3922	200	14	to	to	PART
iajs-3922	200	15	determine	determine	VERB
iajs-3922	200	16	which	which	PRON
iajs-3922	200	17	was	be	AUX
iajs-3922	200	18	the	the	DET
iajs-3922	200	19	most	most	ADV
iajs-3922	200	20	successful	successful	ADJ
iajs-3922	200	21	.	.	PUNCT
iajs-3922	201	1	the	the	DET
iajs-3922	201	2	better	well	ADJ
iajs-3922	201	3	algorithm	algorithm	NOUN
iajs-3922	201	4	,	,	PUNCT
iajs-3922	201	5	as	as	SCONJ
iajs-3922	201	6	stated	state	VERB
iajs-3922	201	7	in	in	ADP
iajs-3922	201	8	the	the	DET
iajs-3922	201	9	results	result	NOUN
iajs-3922	201	10	,	,	PUNCT
iajs-3922	201	11	is	be	AUX
iajs-3922	201	12	spea2	spea2	NOUN
iajs-3922	201	13	(	(	PUNCT
iajs-3922	201	14	strength	strength	NOUN
iajs-3922	201	15	pareto	pareto	VERB
iajs-3922	201	16	evolutionary	evolutionary	ADJ
iajs-3922	201	17	algorithm	algorithm	NOUN
iajs-3922	201	18	)	)	PUNCT
iajs-3922	202	1	[	[	X
iajs-3922	202	2	33	33	NUM
iajs-3922	202	3	]	]	PUNCT
iajs-3922	202	4	.	.	PUNCT
iajs-3922	203	1	oryani	oryani	PROPN
iajs-3922	203	2	et	et	PROPN
iajs-3922	203	3	al	al	PROPN
iajs-3922	203	4	.	.	PROPN
iajs-3922	203	5	's	's	PART
iajs-3922	203	6	colleagues	colleague	NOUN
iajs-3922	203	7	found	find	VERB
iajs-3922	203	8	various	various	ADJ
iajs-3922	203	9	barriers	barrier	NOUN
iajs-3922	203	10	to	to	ADP
iajs-3922	203	11	power	power	NOUN
iajs-3922	203	12	source	source	NOUN
iajs-3922	203	13	development	development	NOUN
iajs-3922	203	14	and	and	CCONJ
iajs-3922	203	15	classified	classify	VERB
iajs-3922	203	16	them	they	PRON
iajs-3922	203	17	into	into	ADP
iajs-3922	203	18	five	five	NUM
iajs-3922	203	19	categories	category	NOUN
iajs-3922	203	20	.	.	PUNCT
iajs-3922	204	1	the	the	DET
iajs-3922	204	2	low	low	ADJ
iajs-3922	204	3	-	-	PUNCT
iajs-3922	204	4	quality	quality	NOUN
iajs-3922	204	5	scores	score	NOUN
iajs-3922	204	6	of	of	ADP
iajs-3922	204	7	biomass	biomass	NOUN
iajs-3922	204	8	and	and	CCONJ
iajs-3922	204	9	wind	wind	NOUN
iajs-3922	204	10	turbines	turbine	NOUN
iajs-3922	204	11	,	,	PUNCT
iajs-3922	204	12	two	two	NUM
iajs-3922	204	13	significant	significant	ADJ
iajs-3922	204	14	about	about	ADP
iajs-3922	204	15	:	:	PUNCT
iajs-3922	204	16	blank#_enref_33	blank#_enref_33	NOUN
iajs-3922	204	17	ihjpas	ihjpa	NOUN
iajs-3922	204	18	.	.	PUNCT
iajs-3922	205	1	2024	2024	NUM
iajs-3922	205	2	,	,	PUNCT
iajs-3922	205	3	37(4	37(4	NUM
iajs-3922	205	4	)	)	PUNCT
iajs-3922	205	5	448	448	NUM
iajs-3922	205	6	sources	source	NOUN
iajs-3922	205	7	of	of	ADP
iajs-3922	205	8	sustainability	sustainability	NOUN
iajs-3922	205	9	currently	currently	ADV
iajs-3922	205	10	in	in	ADP
iajs-3922	205	11	use	use	NOUN
iajs-3922	205	12	,	,	PUNCT
iajs-3922	205	13	may	may	AUX
iajs-3922	205	14	prompt	prompt	VERB
iajs-3922	205	15	me	i	PRON
iajs-3922	205	16	to	to	PART
iajs-3922	205	17	reassess	reassess	VERB
iajs-3922	205	18	my	my	PRON
iajs-3922	205	19	overall	overall	ADJ
iajs-3922	205	20	evaluation	evaluation	NOUN
iajs-3922	205	21	scheme	scheme	NOUN
iajs-3922	205	22	[	[	X
iajs-3922	205	23	34	34	NUM
iajs-3922	205	24	]	]	PUNCT
iajs-3922	205	25	.	.	PUNCT
iajs-3922	206	1	fares	fare	NOUN
iajs-3922	206	2	et	et	PROPN
iajs-3922	206	3	al	al	PROPN
iajs-3922	206	4	.	.	PROPN
iajs-3922	206	5	examine	examine	VERB
iajs-3922	206	6	the	the	DET
iajs-3922	206	7	efficiency	efficiency	NOUN
iajs-3922	206	8	of	of	ADP
iajs-3922	206	9	ten	ten	NUM
iajs-3922	206	10	distinctive	distinctive	ADJ
iajs-3922	206	11	metaheuristic	metaheuristic	ADJ
iajs-3922	206	12	optimization	optimization	NOUN
iajs-3922	206	13	techniques	technique	NOUN
iajs-3922	206	14	used	use	VERB
iajs-3922	206	15	to	to	PART
iajs-3922	206	16	decrease	decrease	VERB
iajs-3922	206	17	the	the	DET
iajs-3922	206	18	total	total	ADJ
iajs-3922	206	19	cost	cost	NOUN
iajs-3922	206	20	.	.	PUNCT
iajs-3922	207	1	the	the	DET
iajs-3922	207	2	simulation	simulation	NOUN
iajs-3922	207	3	results	result	NOUN
iajs-3922	207	4	show	show	VERB
iajs-3922	207	5	that	that	SCONJ
iajs-3922	207	6	the	the	DET
iajs-3922	207	7	flower	flower	NOUN
iajs-3922	207	8	pollination	pollination	NOUN
iajs-3922	207	9	and	and	CCONJ
iajs-3922	207	10	simulated	simulate	VERB
iajs-3922	207	11	annealing	annealing	NOUN
iajs-3922	207	12	techniques	technique	NOUN
iajs-3922	207	13	have	have	VERB
iajs-3922	207	14	high	high	ADJ
iajs-3922	207	15	accuracy	accuracy	NOUN
iajs-3922	207	16	,	,	PUNCT
iajs-3922	207	17	and	and	CCONJ
iajs-3922	207	18	the	the	DET
iajs-3922	207	19	flower	flower	NOUN
iajs-3922	207	20	pollination	pollination	NOUN
iajs-3922	207	21	algorithm	algorithm	NOUN
iajs-3922	207	22	has	have	VERB
iajs-3922	207	23	an	an	DET
iajs-3922	207	24	efficient	efficient	ADJ
iajs-3922	207	25	execution	execution	NOUN
iajs-3922	207	26	time	time	NOUN
iajs-3922	207	27	.	.	PUNCT
iajs-3922	208	1	the	the	DET
iajs-3922	208	2	best	good	ADJ
iajs-3922	208	3	performance	performance	NOUN
iajs-3922	208	4	techniques	technique	NOUN
iajs-3922	208	5	were	be	AUX
iajs-3922	208	6	brainstorm	brainstorm	NOUN
iajs-3922	208	7	optimization	optimization	NOUN
iajs-3922	208	8	in	in	ADP
iajs-3922	208	9	the	the	DET
iajs-3922	208	10	objective	objective	ADJ
iajs-3922	208	11	space	space	NOUN
iajs-3922	208	12	algorithm	algorithm	NOUN
iajs-3922	208	13	and	and	CCONJ
iajs-3922	208	14	sa	sa	PROPN
iajs-3922	208	15	,	,	PUNCT
iajs-3922	208	16	followed	follow	VERB
iajs-3922	208	17	by	by	ADP
iajs-3922	208	18	firefly	firefly	NOUN
iajs-3922	208	19	optimization	optimization	NOUN
iajs-3922	208	20	.	.	PUNCT
iajs-3922	209	1	simulated	simulate	VERB
iajs-3922	209	2	annealing	annealing	NOUN
iajs-3922	209	3	is	be	AUX
iajs-3922	209	4	the	the	DET
iajs-3922	209	5	most	most	ADV
iajs-3922	209	6	successful	successful	ADJ
iajs-3922	209	7	solution	solution	NOUN
iajs-3922	209	8	to	to	ADP
iajs-3922	209	9	the	the	DET
iajs-3922	209	10	hre	hre	PROPN
iajs-3922	209	11	system	system	NOUN
iajs-3922	209	12	scaling	scale	VERB
iajs-3922	209	13	problem	problem	NOUN
iajs-3922	209	14	[	[	X
iajs-3922	209	15	35	35	NUM
iajs-3922	209	16	]	]	PUNCT
iajs-3922	209	17	.	.	PUNCT
iajs-3922	210	1	table	table	NOUN
iajs-3922	210	2	3	3	NUM
iajs-3922	210	3	.	.	PUNCT
iajs-3922	210	4	comparative	comparative	ADJ
iajs-3922	210	5	analysis	analysis	NOUN
iajs-3922	210	6	of	of	ADP
iajs-3922	210	7	ida	ida	PROPN
iajs-3922	210	8	in	in	ADP
iajs-3922	210	9	the	the	DET
iajs-3922	210	10	feasibility	feasibility	NOUN
iajs-3922	210	11	of	of	ADP
iajs-3922	210	12	re	re	PROPN
iajs-3922	210	13	applications	application	NOUN
iajs-3922	210	14	author	author	NOUN
iajs-3922	210	15	energy	energy	NOUN
iajs-3922	210	16	source	source	NOUN
iajs-3922	210	17	methodology	methodology	NOUN
iajs-3922	210	18	aim	aim	NOUN
iajs-3922	210	19	of	of	ADP
iajs-3922	210	20	application	application	NOUN
iajs-3922	210	21	results	result	NOUN
iajs-3922	210	22	[	[	X
iajs-3922	210	23	33	33	NUM
iajs-3922	210	24	]	]	X
iajs-3922	210	25	pv	pv	NOUN
iajs-3922	210	26	.	.	PUNCT
iajs-3922	210	27	wt	wt	PROPN
iajs-3922	210	28	.	.	PROPN
iajs-3922	210	29	diesel	diesel	PROPN
iajs-3922	210	30	generator	generator	PROPN
iajs-3922	210	31	.	.	PUNCT
iajs-3922	211	1	battery	battery	NOUN
iajs-3922	211	2	.	.	PUNCT
iajs-3922	212	1	determine	determine	VERB
iajs-3922	212	2	objective	objective	ADJ
iajs-3922	212	3	functions	function	NOUN
iajs-3922	212	4	and	and	CCONJ
iajs-3922	212	5	constraints	constraint	NOUN
iajs-3922	212	6	.	.	PUNCT
iajs-3922	213	1	strength	strength	NOUN
iajs-3922	213	2	pareto	pareto	VERB
iajs-3922	213	3	,	,	PUNCT
iajs-3922	213	4	evolutionary	evolutionary	ADJ
iajs-3922	213	5	algorithm	algorithm	NOUN
iajs-3922	213	6	(	(	PUNCT
iajs-3922	213	7	spea2	spea2	NOUN
iajs-3922	213	8	)	)	PUNCT
iajs-3922	213	9	sensitivity	sensitivity	NOUN
iajs-3922	213	10	analysis	analysis	NOUN
iajs-3922	213	11	includes	include	VERB
iajs-3922	213	12	functions	function	NOUN
iajs-3922	213	13	for	for	ADP
iajs-3922	213	14	normalizing	normalize	VERB
iajs-3922	213	15	production	production	NOUN
iajs-3922	213	16	costs	cost	NOUN
iajs-3922	213	17	,	,	PUNCT
iajs-3922	213	18	reducing	reduce	VERB
iajs-3922	213	19	emissions	emission	NOUN
iajs-3922	213	20	,	,	PUNCT
iajs-3922	213	21	and	and	CCONJ
iajs-3922	213	22	improving	improve	VERB
iajs-3922	213	23	the	the	DET
iajs-3922	213	24	efficiency	efficiency	NOUN
iajs-3922	213	25	of	of	ADP
iajs-3922	213	26	a	a	DET
iajs-3922	213	27	system	system	NOUN
iajs-3922	213	28	.	.	PUNCT
iajs-3922	214	1	the	the	DET
iajs-3922	214	2	suggested	suggest	VERB
iajs-3922	214	3	hybrid	hybrid	ADJ
iajs-3922	214	4	microgrid	microgrid	NOUN
iajs-3922	214	5	system	system	NOUN
iajs-3922	214	6	is	be	AUX
iajs-3922	214	7	cost	cost	NOUN
iajs-3922	214	8	-	-	PUNCT
iajs-3922	214	9	effective	effective	ADJ
iajs-3922	214	10	,	,	PUNCT
iajs-3922	214	11	dependable	dependable	ADJ
iajs-3922	214	12	,	,	PUNCT
iajs-3922	214	13	and	and	CCONJ
iajs-3922	214	14	provides	provide	VERB
iajs-3922	214	15	electricity	electricity	NOUN
iajs-3922	214	16	for	for	ADP
iajs-3922	214	17	over	over	ADP
iajs-3922	214	18	98	98	NUM
iajs-3922	214	19	%	%	NOUN
iajs-3922	214	20	of	of	ADP
iajs-3922	214	21	the	the	DET
iajs-3922	214	22	time	time	NOUN
iajs-3922	214	23	at	at	ADP
iajs-3922	214	24	a	a	DET
iajs-3922	214	25	reasonable	reasonable	ADJ
iajs-3922	214	26	cost	cost	NOUN
iajs-3922	214	27	.	.	PUNCT
iajs-3922	215	1	[	[	X
iajs-3922	215	2	34	34	NUM
iajs-3922	215	3	]	]	X
iajs-3922	215	4	pv	pv	NOUN
iajs-3922	215	5	.	.	PUNCT
iajs-3922	215	6	wt	wt	PROPN
iajs-3922	215	7	.	.	NOUN
iajs-3922	215	8	biomass	biomass	NOUN
iajs-3922	215	9	.	.	PUNCT
iajs-3922	216	1	ensemble	ensemble	ADJ
iajs-3922	216	2	forecasting	forecasting	NOUN
iajs-3922	216	3	frame	frame	NOUN
iajs-3922	216	4	sensitivity	sensitivity	NOUN
iajs-3922	216	5	analysis	analysis	NOUN
iajs-3922	216	6	determine	determine	NOUN
iajs-3922	216	7	and	and	CCONJ
iajs-3922	216	8	assign	assign	VERB
iajs-3922	216	9	priority	priority	NOUN
iajs-3922	216	10	to	to	ADP
iajs-3922	216	11	the	the	DET
iajs-3922	216	12	significant	significant	ADJ
iajs-3922	216	13	barriers	barrier	NOUN
iajs-3922	216	14	to	to	PART
iajs-3922	216	15	re	re	VERB
iajs-3922	216	16	.	.	PUNCT
iajs-3922	216	17	determine	determine	VERB
iajs-3922	216	18	the	the	DET
iajs-3922	216	19	percentage	percentage	NOUN
iajs-3922	216	20	of	of	ADP
iajs-3922	216	21	challenges	challenge	NOUN
iajs-3922	216	22	in	in	ADP
iajs-3922	216	23	improving	improve	VERB
iajs-3922	216	24	pv	pv	NOUN
iajs-3922	216	25	,	,	PUNCT
iajs-3922	216	26	wt	wt	NOUN
iajs-3922	216	27	,	,	PUNCT
iajs-3922	216	28	and	and	CCONJ
iajs-3922	216	29	biomass	biomass	NOUN
iajs-3922	216	30	.	.	PUNCT
iajs-3922	217	1	in	in	ADP
iajs-3922	217	2	iran	iran	PROPN
iajs-3922	217	3	,	,	PUNCT
iajs-3922	217	4	solar	solar	ADJ
iajs-3922	217	5	pv	pv	NOUN
iajs-3922	217	6	has	have	VERB
iajs-3922	217	7	the	the	DET
iajs-3922	217	8	lowest	low	ADJ
iajs-3922	217	9	development	development	NOUN
iajs-3922	217	10	obstacles	obstacle	NOUN
iajs-3922	217	11	(	(	PUNCT
iajs-3922	217	12	0.212	0.212	NUM
iajs-3922	217	13	)	)	PUNCT
iajs-3922	217	14	,	,	PUNCT
iajs-3922	217	15	followed	follow	VERB
iajs-3922	217	16	by	by	ADP
iajs-3922	217	17	wind	wind	NOUN
iajs-3922	217	18	turbines	turbine	NOUN
iajs-3922	217	19	(	(	PUNCT
iajs-3922	217	20	0.364	0.364	NUM
iajs-3922	217	21	)	)	PUNCT
iajs-3922	217	22	and	and	CCONJ
iajs-3922	217	23	biomass	biomass	NOUN
iajs-3922	217	24	(	(	PUNCT
iajs-3922	217	25	0.424	0.424	NUM
iajs-3922	217	26	)	)	PUNCT
iajs-3922	217	27	.	.	PUNCT
iajs-3922	218	1	solar	solar	ADJ
iajs-3922	218	2	pv	pv	PROPN
iajs-3922	218	3	has	have	VERB
iajs-3922	218	4	fewer	few	ADJ
iajs-3922	218	5	development	development	NOUN
iajs-3922	218	6	constraints	constraint	NOUN
iajs-3922	218	7	than	than	ADP
iajs-3922	218	8	wind	wind	NOUN
iajs-3922	218	9	turbines	turbine	NOUN
iajs-3922	218	10	and	and	CCONJ
iajs-3922	218	11	biofuels	biofuel	NOUN
iajs-3922	218	12	.	.	PUNCT
iajs-3922	219	1	[	[	X
iajs-3922	219	2	35	35	NUM
iajs-3922	219	3	]	]	X
iajs-3922	219	4	pv	pv	NOUN
iajs-3922	219	5	.	.	PUNCT
iajs-3922	219	6	wt	wt	NOUN
iajs-3922	219	7	.	.	PROPN
iajs-3922	219	8	system	system	NOUN
iajs-3922	219	9	component	component	NOUN
iajs-3922	219	10	description	description	NOUN
iajs-3922	219	11	and	and	CCONJ
iajs-3922	219	12	modelling	model	VERB
iajs-3922	219	13	ten	ten	NUM
iajs-3922	219	14	distinct	distinct	ADJ
iajs-3922	219	15	metaheuristic	metaheuristic	ADJ
iajs-3922	219	16	optimization	optimization	NOUN
iajs-3922	219	17	methods	method	NOUN
iajs-3922	219	18	.	.	PUNCT
iajs-3922	219	19	reduce	reduce	VERB
iajs-3922	219	20	the	the	DET
iajs-3922	219	21	system	system	NOUN
iajs-3922	219	22	's	's	PART
iajs-3922	219	23	entire	entire	ADJ
iajs-3922	219	24	net	net	ADJ
iajs-3922	219	25	present	present	ADJ
iajs-3922	219	26	cost	cost	NOUN
iajs-3922	219	27	,	,	PUNCT
iajs-3922	219	28	maintaining	maintain	VERB
iajs-3922	219	29	an	an	DET
iajs-3922	219	30	acceptable	acceptable	ADJ
iajs-3922	219	31	power	power	NOUN
iajs-3922	219	32	supply	supply	NOUN
iajs-3922	219	33	shortfall	shortfall	NOUN
iajs-3922	219	34	probability	probability	NOUN
iajs-3922	219	35	.	.	PUNCT
iajs-3922	220	1	using	use	VERB
iajs-3922	220	2	the	the	DET
iajs-3922	220	3	ida	ida	PROPN
iajs-3922	220	4	techniques	technique	NOUN
iajs-3922	220	5	contributes	contribute	VERB
iajs-3922	220	6	to	to	ADP
iajs-3922	220	7	reducing	reduce	VERB
iajs-3922	220	8	tnpc	tnpc	NOUN
iajs-3922	220	9	in	in	ADP
iajs-3922	220	10	comparison	comparison	NOUN
iajs-3922	220	11	to	to	ADP
iajs-3922	220	12	ideal	ideal	ADJ
iajs-3922	220	13	solutions	solution	NOUN
iajs-3922	220	14	.	.	PUNCT
iajs-3922	221	1	fpa	fpa	PROPN
iajs-3922	221	2	and	and	CCONJ
iajs-3922	221	3	sa	sa	PROPN
iajs-3922	221	4	are	be	AUX
iajs-3922	221	5	pretty	pretty	ADV
iajs-3922	221	6	efficient	efficient	ADJ
iajs-3922	221	7	.	.	PUNCT
iajs-3922	222	1	[	[	X
iajs-3922	222	2	36	36	NUM
iajs-3922	222	3	]	]	X
iajs-3922	222	4	pv	pv	NOUN
iajs-3922	222	5	.	.	PUNCT
iajs-3922	223	1	hydrogendiesel	hydrogendiesel	PROPN
iajs-3922	223	2	.	.	PUNCT
iajs-3922	224	1	pv	pv	INTJ
iajs-3922	224	2	.	.	PUNCT
iajs-3922	225	1	batterydiesel	batterydiesel	NOUN
iajs-3922	225	2	.	.	PUNCT
iajs-3922	226	1	handling	handle	VERB
iajs-3922	226	2	a	a	DET
iajs-3922	226	3	combination	combination	NOUN
iajs-3922	226	4	of	of	ADP
iajs-3922	226	5	data	datum	NOUN
iajs-3922	226	6	,	,	PUNCT
iajs-3922	226	7	homer	homer	NOUN
iajs-3922	226	8	pro	pro	X
iajs-3922	226	9	3.15	3.15	NUM
iajs-3922	226	10	software	software	NOUN
iajs-3922	226	11	determine	determine	VERB
iajs-3922	226	12	the	the	DET
iajs-3922	226	13	feasibility	feasibility	NOUN
iajs-3922	226	14	of	of	ADP
iajs-3922	226	15	the	the	DET
iajs-3922	226	16	economic	economic	ADJ
iajs-3922	226	17	and	and	CCONJ
iajs-3922	226	18	technical	technical	ADJ
iajs-3922	226	19	advantages	advantage	NOUN
iajs-3922	226	20	of	of	ADP
iajs-3922	226	21	re	re	NOUN
iajs-3922	226	22	determine	determine	VERB
iajs-3922	226	23	that	that	SCONJ
iajs-3922	226	24	the	the	DET
iajs-3922	226	25	configuration	configuration	NOUN
iajs-3922	226	26	with	with	ADP
iajs-3922	226	27	hydrogen	hydrogen	NOUN
iajs-3922	226	28	storage	storage	NOUN
iajs-3922	226	29	was	be	AUX
iajs-3922	226	30	less	less	ADV
iajs-3922	226	31	costeffective	costeffective	ADJ
iajs-3922	226	32	than	than	ADP
iajs-3922	226	33	the	the	DET
iajs-3922	226	34	traditional	traditional	ADJ
iajs-3922	226	35	[	[	X
iajs-3922	226	36	37	37	NUM
iajs-3922	226	37	]	]	PUNCT
iajs-3922	226	38	wind	wind	NOUN
iajs-3922	226	39	.	.	PUNCT
iajs-3922	227	1	solar	solar	ADJ
iajs-3922	227	2	.	.	PUNCT
iajs-3922	227	3	biomass	biomass	NOUN
iajs-3922	227	4	.	.	PUNCT
iajs-3922	228	1	hydropower	hydropower	NOUN
iajs-3922	228	2	.	.	PUNCT
iajs-3922	229	1	statistical	statistical	ADJ
iajs-3922	229	2	method	method	NOUN
iajs-3922	229	3	.	.	PUNCT
iajs-3922	230	1	machine	machine	NOUN
iajs-3922	230	2	learning	learning	NOUN
iajs-3922	230	3	.	.	PUNCT
iajs-3922	231	1	feasibility	feasibility	NOUN
iajs-3922	231	2	study	study	NOUN
iajs-3922	231	3	of	of	ADP
iajs-3922	231	4	investment	investment	NOUN
iajs-3922	231	5	in	in	ADP
iajs-3922	231	6	re	re	NOUN
iajs-3922	231	7	taking	take	VERB
iajs-3922	231	8	into	into	ADP
iajs-3922	231	9	consideration	consideration	NOUN
iajs-3922	231	10	many	many	ADJ
iajs-3922	231	11	factors	factor	NOUN
iajs-3922	231	12	.	.	PUNCT
iajs-3922	232	1	ida	ida	PROPN
iajs-3922	232	2	techniques	technique	NOUN
iajs-3922	232	3	help	help	VERB
iajs-3922	232	4	in	in	ADP
iajs-3922	232	5	making	make	VERB
iajs-3922	232	6	the	the	DET
iajs-3922	232	7	best	good	ADJ
iajs-3922	232	8	decision	decision	NOUN
iajs-3922	232	9	to	to	PART
iajs-3922	232	10	invest	invest	VERB
iajs-3922	232	11	in	in	ADP
iajs-3922	232	12	renewable	renewable	ADJ
iajs-3922	232	13	energy	energy	NOUN
iajs-3922	232	14	(	(	PUNCT
iajs-3922	232	15	the	the	DET
iajs-3922	232	16	maximum	maximum	ADJ
iajs-3922	232	17	accuracy	accuracy	NOUN
iajs-3922	232	18	was	be	AUX
iajs-3922	232	19	0.94	0.94	NUM
iajs-3922	232	20	.	.	PUNCT
iajs-3922	233	1	the	the	DET
iajs-3922	233	2	minimum	minimum	ADJ
iajs-3922	233	3	and	and	CCONJ
iajs-3922	233	4	highest	high	ADJ
iajs-3922	233	5	mse	mse	NOUN
iajs-3922	233	6	for	for	ADP
iajs-3922	233	7	biomass	biomass	NOUN
iajs-3922	233	8	technology	technology	NOUN
iajs-3922	233	9	and	and	CCONJ
iajs-3922	233	10	hydropower	hydropower	NOUN
iajs-3922	233	11	technology	technology	NOUN
iajs-3922	233	12	were	be	AUX
iajs-3922	233	13	0.058	0.058	NUM
iajs-3922	233	14	and	and	CCONJ
iajs-3922	233	15	0.771	0.771	NUM
iajs-3922	233	16	,	,	PUNCT
iajs-3922	233	17	respectively	respectively	ADV
iajs-3922	233	18	.	.	PUNCT
iajs-3922	234	1	furthermore	furthermore	ADV
iajs-3922	234	2	,	,	PUNCT
iajs-3922	234	3	the	the	DET
iajs-3922	234	4	energy	energy	NOUN
iajs-3922	234	5	generation	generation	NOUN
iajs-3922	234	6	risk	risk	NOUN
iajs-3922	234	7	from	from	ADP
iajs-3922	234	8	ret	ret	PROPN
iajs-3922	234	9	and	and	CCONJ
iajs-3922	234	10	the	the	DET
iajs-3922	234	11	electricity	electricity	NOUN
iajs-3922	234	12	pricing	pricing	NOUN
iajs-3922	234	13	risk	risk	NOUN
iajs-3922	234	14	in	in	ADP
iajs-3922	234	15	each	each	DET
iajs-3922	234	16	nation	nation	NOUN
iajs-3922	234	17	are	be	AUX
iajs-3922	234	18	the	the	DET
iajs-3922	234	19	most	most	ADV
iajs-3922	234	20	crucial	crucial	ADJ
iajs-3922	234	21	elements	element	NOUN
iajs-3922	234	22	for	for	ADP
iajs-3922	234	23	deciding	decide	VERB
iajs-3922	234	24	on	on	ADP
iajs-3922	234	25	ret	ret	PROPN
iajs-3922	234	26	investment	investment	NOUN
iajs-3922	234	27	.	.	PUNCT
iajs-3922	234	28	)	)	PUNCT
iajs-3922	235	1	yaïci	yaïci	PROPN
iajs-3922	235	2	et	et	PROPN
iajs-3922	235	3	al	al	PROPN
iajs-3922	235	4	.	.	PROPN
iajs-3922	235	5	proposed	propose	VERB
iajs-3922	235	6	a	a	DET
iajs-3922	235	7	model	model	NOUN
iajs-3922	235	8	through	through	ADP
iajs-3922	235	9	their	their	PRON
iajs-3922	235	10	study	study	NOUN
iajs-3922	235	11	to	to	PART
iajs-3922	235	12	demonstrate	demonstrate	VERB
iajs-3922	235	13	the	the	DET
iajs-3922	235	14	viable	viable	ADJ
iajs-3922	235	15	use	use	NOUN
iajs-3922	235	16	of	of	ADP
iajs-3922	235	17	hybrid	hybrid	ADJ
iajs-3922	235	18	renewable	renewable	ADJ
iajs-3922	235	19	energy	energy	NOUN
iajs-3922	235	20	resources	resource	NOUN
iajs-3922	235	21	along	along	ADP
iajs-3922	235	22	with	with	ADP
iajs-3922	235	23	hydrogen	hydrogen	NOUN
iajs-3922	235	24	techniques	technique	NOUN
iajs-3922	235	25	and	and	CCONJ
iajs-3922	235	26	batteries	battery	NOUN
iajs-3922	235	27	for	for	ADP
iajs-3922	235	28	supplying	supply	VERB
iajs-3922	235	29	power	power	NOUN
iajs-3922	235	30	to	to	PART
iajs-3922	235	31	remote	remote	ADJ
iajs-3922	235	32	houses	house	NOUN
iajs-3922	235	33	.	.	PUNCT
iajs-3922	236	1	to	to	PART
iajs-3922	236	2	increase	increase	VERB
iajs-3922	236	3	the	the	DET
iajs-3922	236	4	efficiency	efficiency	NOUN
iajs-3922	236	5	of	of	ADP
iajs-3922	236	6	the	the	DET
iajs-3922	236	7	fundamental	fundamental	ADJ
iajs-3922	236	8	microgrid	microgrid	PROPN
iajs-3922	236	9	systems	system	NOUN
iajs-3922	236	10	,	,	PUNCT
iajs-3922	236	11	researchers	researcher	NOUN
iajs-3922	236	12	used	use	VERB
iajs-3922	236	13	homer	homer	NOUN
iajs-3922	236	14	pro	pro	ADJ
iajs-3922	236	15	software	software	NOUN
iajs-3922	236	16	to	to	PART
iajs-3922	236	17	design	design	VERB
iajs-3922	236	18	a	a	DET
iajs-3922	236	19	model	model	NOUN
iajs-3922	236	20	that	that	PRON
iajs-3922	236	21	employs	employ	VERB
iajs-3922	236	22	artificial	artificial	ADJ
iajs-3922	236	23	techniques	technique	NOUN
iajs-3922	236	24	.	.	PUNCT
iajs-3922	237	1	analysis	analysis	NOUN
iajs-3922	237	2	ihjpas	ihjpa	VERB
iajs-3922	237	3	.	.	PUNCT
iajs-3922	238	1	2024	2024	NUM
iajs-3922	238	2	,	,	PUNCT
iajs-3922	238	3	37(4	37(4	X
iajs-3922	238	4	)	)	PUNCT
iajs-3922	238	5	449	449	NUM
iajs-3922	238	6	demonstrates	demonstrate	VERB
iajs-3922	238	7	the	the	DET
iajs-3922	238	8	usefulness	usefulness	NOUN
iajs-3922	238	9	of	of	ADP
iajs-3922	238	10	pv	pv	NOUN
iajs-3922	238	11	cells	cell	NOUN
iajs-3922	238	12	,	,	PUNCT
iajs-3922	238	13	whether	whether	SCONJ
iajs-3922	238	14	connected	connect	VERB
iajs-3922	238	15	to	to	ADP
iajs-3922	238	16	batteries	battery	NOUN
iajs-3922	238	17	or	or	CCONJ
iajs-3922	238	18	hydrogen	hydrogen	NOUN
iajs-3922	238	19	and	and	CCONJ
iajs-3922	238	20	diesel	diesel	NOUN
iajs-3922	238	21	systems	system	NOUN
iajs-3922	238	22	,	,	PUNCT
iajs-3922	238	23	for	for	ADP
iajs-3922	238	24	rural	rural	ADJ
iajs-3922	238	25	electrification	electrification	NOUN
iajs-3922	238	26	[	[	X
iajs-3922	238	27	36	36	NUM
iajs-3922	238	28	]	]	PUNCT
iajs-3922	238	29	.	.	PUNCT
iajs-3922	239	1	izanloo	izanloo	PROPN
iajs-3922	239	2	et	et	PROPN
iajs-3922	239	3	al	al	PROPN
iajs-3922	239	4	.	.	PROPN
iajs-3922	239	5	proposed	propose	VERB
iajs-3922	239	6	a	a	DET
iajs-3922	239	7	method	method	NOUN
iajs-3922	239	8	that	that	PRON
iajs-3922	239	9	combines	combine	VERB
iajs-3922	239	10	machine	machine	NOUN
iajs-3922	239	11	learning	learning	NOUN
iajs-3922	239	12	and	and	CCONJ
iajs-3922	239	13	statistical	statistical	ADJ
iajs-3922	239	14	methods	method	NOUN
iajs-3922	239	15	to	to	PART
iajs-3922	239	16	make	make	VERB
iajs-3922	239	17	a	a	DET
iajs-3922	239	18	decision	decision	NOUN
iajs-3922	239	19	related	relate	VERB
iajs-3922	239	20	to	to	ADP
iajs-3922	239	21	investment	investment	NOUN
iajs-3922	239	22	in	in	ADP
iajs-3922	239	23	the	the	DET
iajs-3922	239	24	re	re	NOUN
iajs-3922	239	25	based	base	VERB
iajs-3922	239	26	on	on	ADP
iajs-3922	239	27	many	many	ADJ
iajs-3922	239	28	factors	factor	NOUN
iajs-3922	239	29	,	,	PUNCT
iajs-3922	239	30	such	such	ADJ
iajs-3922	239	31	as	as	ADP
iajs-3922	239	32	the	the	DET
iajs-3922	239	33	price	price	NOUN
iajs-3922	239	34	of	of	ADP
iajs-3922	239	35	energy	energy	NOUN
iajs-3922	239	36	,	,	PUNCT
iajs-3922	239	37	its	its	PRON
iajs-3922	239	38	generation	generation	NOUN
iajs-3922	239	39	,	,	PUNCT
iajs-3922	239	40	and	and	CCONJ
iajs-3922	239	41	energy	energy	NOUN
iajs-3922	239	42	demand	demand	NOUN
iajs-3922	239	43	[	[	X
iajs-3922	239	44	37	37	NUM
iajs-3922	239	45	]	]	PUNCT
iajs-3922	239	46	.	.	PUNCT
iajs-3922	240	1	table	table	NOUN
iajs-3922	240	2	3	3	NUM
iajs-3922	240	3	illustrates	illustrate	VERB
iajs-3922	240	4	an	an	DET
iajs-3922	240	5	analysis	analysis	NOUN
iajs-3922	240	6	of	of	ADP
iajs-3922	240	7	comparatively	comparatively	ADV
iajs-3922	240	8	different	different	ADJ
iajs-3922	240	9	techniques	technique	NOUN
iajs-3922	240	10	used	use	VERB
iajs-3922	240	11	to	to	PART
iajs-3922	240	12	determine	determine	VERB
iajs-3922	240	13	the	the	DET
iajs-3922	240	14	feasibility	feasibility	NOUN
iajs-3922	240	15	of	of	ADP
iajs-3922	240	16	initiating	initiate	VERB
iajs-3922	240	17	renewable	renewable	ADJ
iajs-3922	240	18	energy	energy	NOUN
iajs-3922	240	19	systems	system	NOUN
iajs-3922	240	20	in	in	ADP
iajs-3922	240	21	different	different	ADJ
iajs-3922	240	22	locations	location	NOUN
iajs-3922	240	23	.	.	PUNCT
iajs-3922	241	1	this	this	PRON
iajs-3922	241	2	will	will	AUX
iajs-3922	241	3	help	help	VERB
iajs-3922	241	4	in	in	ADP
iajs-3922	241	5	making	make	VERB
iajs-3922	241	6	a	a	DET
iajs-3922	241	7	good	good	ADJ
iajs-3922	241	8	decision	decision	NOUN
iajs-3922	241	9	in	in	ADP
iajs-3922	241	10	the	the	DET
iajs-3922	241	11	field	field	NOUN
iajs-3922	241	12	of	of	ADP
iajs-3922	241	13	sustainable	sustainable	ADJ
iajs-3922	241	14	energy	energy	NOUN
iajs-3922	241	15	.	.	PUNCT
iajs-3922	242	1	5	5	X
iajs-3922	242	2	.	.	X
iajs-3922	242	3	conclusion	conclusion	NOUN
iajs-3922	242	4	the	the	DET
iajs-3922	242	5	using	using	NOUN
iajs-3922	242	6	of	of	ADP
iajs-3922	242	7	ida	ida	PROPN
iajs-3922	242	8	techniques	technique	NOUN
iajs-3922	242	9	for	for	ADP
iajs-3922	242	10	renewable	renewable	ADJ
iajs-3922	242	11	energy	energy	NOUN
iajs-3922	242	12	management	management	NOUN
iajs-3922	242	13	represents	represent	VERB
iajs-3922	242	14	an	an	DET
iajs-3922	242	15	important	important	ADJ
iajs-3922	242	16	step	step	NOUN
iajs-3922	242	17	forward	forward	ADV
iajs-3922	242	18	in	in	ADP
iajs-3922	242	19	creating	create	VERB
iajs-3922	242	20	more	more	ADV
iajs-3922	242	21	resilient	resilient	ADJ
iajs-3922	242	22	,	,	PUNCT
iajs-3922	242	23	efficient	efficient	ADJ
iajs-3922	242	24	,	,	PUNCT
iajs-3922	242	25	and	and	CCONJ
iajs-3922	242	26	sustainable	sustainable	ADJ
iajs-3922	242	27	energy	energy	NOUN
iajs-3922	242	28	systems	system	NOUN
iajs-3922	242	29	,	,	PUNCT
iajs-3922	242	30	as	as	SCONJ
iajs-3922	242	31	these	these	DET
iajs-3922	242	32	technologies	technology	NOUN
iajs-3922	242	33	provide	provide	VERB
iajs-3922	242	34	significant	significant	ADJ
iajs-3922	242	35	contributions	contribution	NOUN
iajs-3922	242	36	in	in	ADP
iajs-3922	242	37	a	a	DET
iajs-3922	242	38	variety	variety	NOUN
iajs-3922	242	39	of	of	ADP
iajs-3922	242	40	areas	area	NOUN
iajs-3922	242	41	,	,	PUNCT
iajs-3922	242	42	from	from	ADP
iajs-3922	242	43	accurate	accurate	ADJ
iajs-3922	242	44	energy	energy	NOUN
iajs-3922	242	45	forecasting	forecasting	NOUN
iajs-3922	242	46	and	and	CCONJ
iajs-3922	242	47	load	load	NOUN
iajs-3922	242	48	balancing	balance	VERB
iajs-3922	242	49	to	to	PART
iajs-3922	242	50	grid	grid	VERB
iajs-3922	242	51	stability	stability	NOUN
iajs-3922	242	52	and	and	CCONJ
iajs-3922	242	53	fault	fault	VERB
iajs-3922	242	54	detection	detection	NOUN
iajs-3922	242	55	.	.	PUNCT
iajs-3922	243	1	the	the	DET
iajs-3922	243	2	ability	ability	NOUN
iajs-3922	243	3	of	of	ADP
iajs-3922	243	4	machine	machine	NOUN
iajs-3922	243	5	learning	learn	VERB
iajs-3922	243	6	techniques	technique	NOUN
iajs-3922	243	7	to	to	PART
iajs-3922	243	8	examine	examine	VERB
iajs-3922	243	9	previous	previous	ADJ
iajs-3922	243	10	data	datum	NOUN
iajs-3922	243	11	for	for	ADP
iajs-3922	243	12	predictions	prediction	NOUN
iajs-3922	243	13	,	,	PUNCT
iajs-3922	243	14	in	in	ADP
iajs-3922	243	15	addition	addition	NOUN
iajs-3922	243	16	to	to	ADP
iajs-3922	243	17	the	the	DET
iajs-3922	243	18	efficiency	efficiency	NOUN
iajs-3922	243	19	of	of	ADP
iajs-3922	243	20	deep	deep	ADJ
iajs-3922	243	21	learning	learning	NOUN
iajs-3922	243	22	in	in	ADP
iajs-3922	243	23	managing	manage	VERB
iajs-3922	243	24	precise	precise	ADJ
iajs-3922	243	25	correlations	correlation	NOUN
iajs-3922	243	26	in	in	ADP
iajs-3922	243	27	large	large	ADJ
iajs-3922	243	28	data	datum	NOUN
iajs-3922	243	29	sets	set	NOUN
iajs-3922	243	30	,	,	PUNCT
iajs-3922	243	31	increases	increase	VERB
iajs-3922	243	32	the	the	DET
iajs-3922	243	33	efficiency	efficiency	NOUN
iajs-3922	243	34	of	of	ADP
iajs-3922	243	35	the	the	DET
iajs-3922	243	36	systems	system	NOUN
iajs-3922	243	37	by	by	ADP
iajs-3922	243	38	increasing	increase	VERB
iajs-3922	243	39	the	the	DET
iajs-3922	243	40	accuracy	accuracy	NOUN
iajs-3922	243	41	of	of	ADP
iajs-3922	243	42	the	the	DET
iajs-3922	243	43	results	result	NOUN
iajs-3922	243	44	and	and	CCONJ
iajs-3922	243	45	reducing	reduce	VERB
iajs-3922	243	46	the	the	DET
iajs-3922	243	47	complexity	complexity	NOUN
iajs-3922	243	48	of	of	ADP
iajs-3922	243	49	time	time	NOUN
iajs-3922	243	50	and	and	CCONJ
iajs-3922	243	51	calculations	calculation	NOUN
iajs-3922	243	52	in	in	ADP
iajs-3922	243	53	these	these	DET
iajs-3922	243	54	systems	system	NOUN
iajs-3922	243	55	at	at	ADP
iajs-3922	243	56	the	the	DET
iajs-3922	243	57	same	same	ADJ
iajs-3922	243	58	time	time	NOUN
iajs-3922	243	59	,	,	PUNCT
iajs-3922	243	60	thus	thus	ADV
iajs-3922	243	61	reducing	reduce	VERB
iajs-3922	243	62	the	the	DET
iajs-3922	243	63	cost	cost	NOUN
iajs-3922	243	64	of	of	ADP
iajs-3922	243	65	these	these	DET
iajs-3922	243	66	systems	system	NOUN
iajs-3922	243	67	,	,	PUNCT
iajs-3922	243	68	which	which	PRON
iajs-3922	243	69	leads	lead	VERB
iajs-3922	243	70	to	to	ADP
iajs-3922	243	71	enabling	enable	VERB
iajs-3922	243	72	the	the	DET
iajs-3922	243	73	decision	decision	NOUN
iajs-3922	243	74	makers	maker	NOUN
iajs-3922	243	75	to	to	PART
iajs-3922	243	76	improve	improve	VERB
iajs-3922	243	77	energy	energy	NOUN
iajs-3922	243	78	production	production	NOUN
iajs-3922	243	79	,	,	PUNCT
iajs-3922	243	80	distribution	distribution	NOUN
iajs-3922	243	81	,	,	PUNCT
iajs-3922	243	82	and	and	CCONJ
iajs-3922	243	83	consumption	consumption	NOUN
iajs-3922	243	84	.	.	PUNCT
iajs-3922	244	1	the	the	DET
iajs-3922	244	2	implementation	implementation	NOUN
iajs-3922	244	3	of	of	ADP
iajs-3922	244	4	these	these	DET
iajs-3922	244	5	cutting	cut	VERB
iajs-3922	244	6	-	-	PUNCT
iajs-3922	244	7	edge	edge	NOUN
iajs-3922	244	8	technologies	technology	NOUN
iajs-3922	244	9	has	have	VERB
iajs-3922	244	10	the	the	DET
iajs-3922	244	11	potential	potential	NOUN
iajs-3922	244	12	to	to	ADP
iajs-3922	244	13	usher	usher	PROPN
iajs-3922	244	14	in	in	ADP
iajs-3922	244	15	a	a	DET
iajs-3922	244	16	new	new	ADJ
iajs-3922	244	17	era	era	NOUN
iajs-3922	244	18	of	of	ADP
iajs-3922	244	19	robust	robust	ADJ
iajs-3922	244	20	,	,	PUNCT
iajs-3922	244	21	responsive	responsive	ADJ
iajs-3922	244	22	,	,	PUNCT
iajs-3922	244	23	and	and	CCONJ
iajs-3922	244	24	environmentally	environmentally	ADV
iajs-3922	244	25	responsible	responsible	ADJ
iajs-3922	244	26	energy	energy	NOUN
iajs-3922	244	27	management	management	NOUN
iajs-3922	244	28	technologies	technology	NOUN
iajs-3922	244	29	as	as	SCONJ
iajs-3922	244	30	the	the	DET
iajs-3922	244	31	renewable	renewable	ADJ
iajs-3922	244	32	energy	energy	NOUN
iajs-3922	244	33	industry	industry	NOUN
iajs-3922	244	34	evolves	evolve	VERB
iajs-3922	244	35	.	.	PUNCT
iajs-3922	245	1	as	as	ADP
iajs-3922	245	2	a	a	DET
iajs-3922	245	3	result	result	NOUN
iajs-3922	245	4	,	,	PUNCT
iajs-3922	245	5	the	the	DET
iajs-3922	245	6	use	use	NOUN
iajs-3922	245	7	of	of	ADP
iajs-3922	245	8	intelligent	intelligent	ADJ
iajs-3922	245	9	data	datum	NOUN
iajs-3922	245	10	analysis	analysis	NOUN
iajs-3922	245	11	techniques	technique	NOUN
iajs-3922	245	12	for	for	ADP
iajs-3922	245	13	renewable	renewable	ADJ
iajs-3922	245	14	energy	energy	NOUN
iajs-3922	245	15	management	management	NOUN
iajs-3922	245	16	can	can	AUX
iajs-3922	245	17	:	:	PUNCT
iajs-3922	245	18	1	1	X
iajs-3922	245	19	.	.	X
iajs-3922	245	20	ida	ida	PROPN
iajs-3922	245	21	techniques	technique	NOUN
iajs-3922	245	22	have	have	VERB
iajs-3922	245	23	a	a	DET
iajs-3922	245	24	vital	vital	ADJ
iajs-3922	245	25	impact	impact	NOUN
iajs-3922	245	26	on	on	ADP
iajs-3922	245	27	the	the	DET
iajs-3922	245	28	renewable	renewable	ADJ
iajs-3922	245	29	energy	energy	NOUN
iajs-3922	245	30	field	field	NOUN
iajs-3922	245	31	.	.	PUNCT
iajs-3922	246	1	2	2	X
iajs-3922	246	2	.	.	X
iajs-3922	246	3	improve	improve	VERB
iajs-3922	246	4	and	and	CCONJ
iajs-3922	246	5	enhance	enhance	VERB
iajs-3922	246	6	the	the	DET
iajs-3922	246	7	efficiency	efficiency	NOUN
iajs-3922	246	8	of	of	ADP
iajs-3922	246	9	applications	application	NOUN
iajs-3922	246	10	by	by	ADP
iajs-3922	246	11	increasing	increase	VERB
iajs-3922	246	12	the	the	DET
iajs-3922	246	13	accuracy	accuracy	NOUN
iajs-3922	246	14	of	of	ADP
iajs-3922	246	15	obtained	obtain	VERB
iajs-3922	246	16	results	result	NOUN
iajs-3922	246	17	.	.	PUNCT
iajs-3922	247	1	3	3	X
iajs-3922	247	2	.	.	X
iajs-3922	247	3	reduce	reduce	VERB
iajs-3922	247	4	the	the	DET
iajs-3922	247	5	complexity	complexity	NOUN
iajs-3922	247	6	of	of	ADP
iajs-3922	247	7	implementation	implementation	NOUN
iajs-3922	247	8	time	time	NOUN
iajs-3922	247	9	by	by	ADP
iajs-3922	247	10	accelerating	accelerate	VERB
iajs-3922	247	11	the	the	DET
iajs-3922	247	12	computations	computation	NOUN
iajs-3922	247	13	.	.	PUNCT
iajs-3922	248	1	4	4	X
iajs-3922	248	2	.	.	X
iajs-3922	248	3	optimize	optimize	VERB
iajs-3922	248	4	the	the	DET
iajs-3922	248	5	decision	decision	NOUN
iajs-3922	248	6	-	-	PUNCT
iajs-3922	248	7	making	making	NOUN
iajs-3922	248	8	related	related	ADJ
iajs-3922	248	9	to	to	ADP
iajs-3922	248	10	many	many	ADJ
iajs-3922	248	11	factors	factor	NOUN
iajs-3922	248	12	associated	associate	VERB
iajs-3922	248	13	with	with	ADP
iajs-3922	248	14	renewable	renewable	ADJ
iajs-3922	248	15	energy	energy	NOUN
iajs-3922	248	16	,	,	PUNCT
iajs-3922	248	17	such	such	ADJ
iajs-3922	248	18	as	as	ADP
iajs-3922	248	19	the	the	DET
iajs-3922	248	20	storage	storage	NOUN
iajs-3922	248	21	of	of	ADP
iajs-3922	248	22	surplus	surplus	ADJ
iajs-3922	248	23	energy	energy	NOUN
iajs-3922	248	24	or	or	CCONJ
iajs-3922	248	25	investment	investment	NOUN
iajs-3922	248	26	in	in	ADP
iajs-3922	248	27	it	it	PRON
iajs-3922	248	28	in	in	ADP
iajs-3922	248	29	a	a	DET
iajs-3922	248	30	different	different	ADJ
iajs-3922	248	31	manner	manner	NOUN
iajs-3922	248	32	.	.	PUNCT
iajs-3922	249	1	5	5	NUM
iajs-3922	249	2	.	.	X
iajs-3922	249	3	real	real	ADJ
iajs-3922	249	4	-	-	PUNCT
iajs-3922	249	5	time	time	NOUN
iajs-3922	249	6	management	management	NOUN
iajs-3922	249	7	of	of	ADP
iajs-3922	249	8	renewable	renewable	ADJ
iajs-3922	249	9	generation	generation	NOUN
iajs-3922	249	10	energy	energy	NOUN
iajs-3922	249	11	systems	system	NOUN
iajs-3922	249	12	.	.	PUNCT
iajs-3922	250	1	6	6	X
iajs-3922	250	2	.	.	X
iajs-3922	250	3	increase	increase	VERB
iajs-3922	250	4	the	the	DET
iajs-3922	250	5	ability	ability	NOUN
iajs-3922	250	6	of	of	ADP
iajs-3922	250	7	predictive	predictive	ADJ
iajs-3922	250	8	analytics	analytic	NOUN
iajs-3922	250	9	for	for	ADP
iajs-3922	250	10	renewables	renewable	NOUN
iajs-3922	250	11	,	,	PUNCT
iajs-3922	250	12	which	which	PRON
iajs-3922	250	13	includes	include	VERB
iajs-3922	250	14	identifying	identify	VERB
iajs-3922	250	15	areas	area	NOUN
iajs-3922	250	16	with	with	ADP
iajs-3922	250	17	the	the	DET
iajs-3922	250	18	highest	high	ADJ
iajs-3922	250	19	potential	potential	NOUN
iajs-3922	250	20	for	for	ADP
iajs-3922	250	21	ai	ai	VERB
iajs-3922	250	22	in	in	ADP
iajs-3922	250	23	renewable	renewable	ADJ
iajs-3922	250	24	energy	energy	NOUN
iajs-3922	250	25	development	development	NOUN
iajs-3922	250	26	,	,	PUNCT
iajs-3922	250	27	such	such	ADJ
iajs-3922	250	28	as	as	ADP
iajs-3922	250	29	solar	solar	ADJ
iajs-3922	250	30	panels	panel	NOUN
iajs-3922	250	31	and	and	CCONJ
iajs-3922	250	32	wind	wind	NOUN
iajs-3922	250	33	,	,	PUNCT
iajs-3922	250	34	also	also	ADV
iajs-3922	250	35	predicting	predict	VERB
iajs-3922	250	36	the	the	DET
iajs-3922	250	37	amount	amount	NOUN
iajs-3922	250	38	of	of	ADP
iajs-3922	250	39	generated	generate	VERB
iajs-3922	250	40	energy	energy	NOUN
iajs-3922	250	41	,	,	PUNCT
iajs-3922	250	42	amount	amount	NOUN
iajs-3922	250	43	of	of	ADP
iajs-3922	250	44	consumed	consume	VERB
iajs-3922	250	45	energy	energy	NOUN
iajs-3922	250	46	,	,	PUNCT
iajs-3922	250	47	amount	amount	NOUN
iajs-3922	250	48	of	of	ADP
iajs-3922	250	49	energy	energy	NOUN
iajs-3922	250	50	demand	demand	NOUN
iajs-3922	250	51	,	,	PUNCT
iajs-3922	250	52	amount	amount	NOUN
iajs-3922	250	53	of	of	ADP
iajs-3922	250	54	surplus	surplus	ADJ
iajs-3922	250	55	energy	energy	NOUN
iajs-3922	250	56	,	,	PUNCT
iajs-3922	250	57	and	and	CCONJ
iajs-3922	250	58	fluctuation	fluctuation	NOUN
iajs-3922	250	59	of	of	ADP
iajs-3922	250	60	energy	energy	NOUN
iajs-3922	250	61	during	during	ADP
iajs-3922	250	62	the	the	DET
iajs-3922	250	63	year	year	NOUN
iajs-3922	250	64	,	,	PUNCT
iajs-3922	250	65	also	also	ADV
iajs-3922	250	66	predicting	predict	VERB
iajs-3922	250	67	the	the	DET
iajs-3922	250	68	impact	impact	NOUN
iajs-3922	250	69	of	of	ADP
iajs-3922	250	70	weather	weather	NOUN
iajs-3922	250	71	factors	factor	NOUN
iajs-3922	250	72	in	in	ADP
iajs-3922	250	73	the	the	DET
iajs-3922	250	74	generation	generation	NOUN
iajs-3922	250	75	the	the	DET
iajs-3922	250	76	energy	energy	NOUN
iajs-3922	250	77	,	,	PUNCT
iajs-3922	250	78	and	and	CCONJ
iajs-3922	250	79	many	many	ADJ
iajs-3922	250	80	other	other	ADJ
iajs-3922	250	81	factors	factor	NOUN
iajs-3922	250	82	,	,	PUNCT
iajs-3922	250	83	through	through	ADP
iajs-3922	250	84	comprehensive	comprehensive	ADJ
iajs-3922	250	85	analytics	analytic	NOUN
iajs-3922	250	86	,	,	PUNCT
iajs-3922	250	87	suppliers	supplier	NOUN
iajs-3922	250	88	can	can	AUX
iajs-3922	250	89	benefit	benefit	VERB
iajs-3922	250	90	from	from	ADP
iajs-3922	250	91	artificial	artificial	ADJ
iajs-3922	250	92	intelligence	intelligence	NOUN
iajs-3922	250	93	to	to	PART
iajs-3922	250	94	produce	produce	VERB
iajs-3922	250	95	energy	energy	NOUN
iajs-3922	250	96	efficiently	efficiently	ADV
iajs-3922	250	97	7	7	NUM
iajs-3922	250	98	.	.	PUNCT
iajs-3922	250	99	finding	find	VERB
iajs-3922	250	100	a	a	DET
iajs-3922	250	101	vast	vast	ADJ
iajs-3922	250	102	range	range	NOUN
iajs-3922	250	103	of	of	ADP
iajs-3922	250	104	opportunities	opportunity	NOUN
iajs-3922	250	105	to	to	PART
iajs-3922	250	106	invest	invest	VERB
iajs-3922	250	107	in	in	ADP
iajs-3922	250	108	the	the	DET
iajs-3922	250	109	field	field	NOUN
iajs-3922	250	110	of	of	ADP
iajs-3922	250	111	renewable	renewable	ADJ
iajs-3922	250	112	energy	energy	NOUN
iajs-3922	250	113	.	.	PUNCT
iajs-3922	251	1	8	8	X
iajs-3922	251	2	.	.	PUNCT
iajs-3922	251	3	by	by	ADP
iajs-3922	251	4	monitoring	monitor	VERB
iajs-3922	251	5	the	the	DET
iajs-3922	251	6	patterns	pattern	NOUN
iajs-3922	251	7	of	of	ADP
iajs-3922	251	8	data	datum	NOUN
iajs-3922	251	9	and	and	CCONJ
iajs-3922	251	10	trends	trend	NOUN
iajs-3922	251	11	,	,	PUNCT
iajs-3922	251	12	ida	ida	PROPN
iajs-3922	251	13	techniques	technique	NOUN
iajs-3922	251	14	can	can	AUX
iajs-3922	251	15	identify	identify	VERB
iajs-3922	251	16	potential	potential	ADJ
iajs-3922	251	17	problems	problem	NOUN
iajs-3922	251	18	before	before	SCONJ
iajs-3922	251	19	they	they	PRON
iajs-3922	251	20	occur	occur	VERB
iajs-3922	251	21	,	,	PUNCT
iajs-3922	251	22	ultimately	ultimately	ADV
iajs-3922	251	23	allowing	allow	VERB
iajs-3922	251	24	corrective	corrective	ADJ
iajs-3922	251	25	actions	action	NOUN
iajs-3922	251	26	to	to	PART
iajs-3922	251	27	be	be	AUX
iajs-3922	251	28	taken	take	VERB
iajs-3922	251	29	to	to	PART
iajs-3922	251	30	avoid	avoid	VERB
iajs-3922	251	31	disruptions	disruption	NOUN
iajs-3922	251	32	.	.	PUNCT
iajs-3922	252	1	acknowledgment	acknowledgment	NOUN
iajs-3922	252	2	the	the	DET
iajs-3922	252	3	authors	author	NOUN
iajs-3922	252	4	greatly	greatly	ADV
iajs-3922	252	5	appreciate	appreciate	VERB
iajs-3922	252	6	the	the	DET
iajs-3922	252	7	referees	referee	NOUN
iajs-3922	252	8	for	for	ADP
iajs-3922	252	9	their	their	PRON
iajs-3922	252	10	valuable	valuable	ADJ
iajs-3922	252	11	comments	comment	NOUN
iajs-3922	252	12	and	and	CCONJ
iajs-3922	252	13	suggestions	suggestion	NOUN
iajs-3922	252	14	for	for	ADP
iajs-3922	252	15	improving	improve	VERB
iajs-3922	252	16	the	the	DET
iajs-3922	252	17	paper	paper	NOUN
iajs-3922	252	18	.	.	PUNCT
iajs-3922	253	1	ihjpas	ihjpas	PROPN
iajs-3922	253	2	.	.	PUNCT
iajs-3922	254	1	2024	2024	NUM
iajs-3922	254	2	,	,	PUNCT
iajs-3922	254	3	37(4	37(4	NOUN
iajs-3922	254	4	)	)	PUNCT
iajs-3922	254	5	450	450	NUM
iajs-3922	254	6	conflict	conflict	NOUN
iajs-3922	254	7	of	of	ADP
iajs-3922	254	8	interest	interest	NOUN
iajs-3922	254	9	the	the	DET
iajs-3922	254	10	authors	author	NOUN
iajs-3922	254	11	declare	declare	VERB
iajs-3922	254	12	that	that	SCONJ
iajs-3922	254	13	they	they	PRON
iajs-3922	254	14	have	have	VERB
iajs-3922	254	15	no	no	DET
iajs-3922	254	16	conflicts	conflict	NOUN
iajs-3922	254	17	of	of	ADP
iajs-3922	254	18	interest	interest	NOUN
iajs-3922	254	19	.	.	PUNCT
iajs-3922	255	1	funding	funding	NOUN
iajs-3922	255	2	there	there	PRON
iajs-3922	255	3	is	be	VERB
iajs-3922	255	4	no	no	DET
iajs-3922	255	5	financial	financial	ADJ
iajs-3922	255	6	support	support	NOUN
iajs-3922	255	7	in	in	ADP
iajs-3922	255	8	preparation	preparation	NOUN
iajs-3922	255	9	for	for	ADP
iajs-3922	255	10	the	the	DET
iajs-3922	255	11	publication	publication	NOUN
iajs-3922	255	12	.	.	PUNCT
iajs-3922	256	1	references	reference	NOUN
iajs-3922	256	2	1	1	NUM
iajs-3922	256	3	.	.	PUNCT
iajs-3922	256	4	baydyk	baydyk	NOUN
iajs-3922	256	5	,	,	PUNCT
iajs-3922	256	6	t.	t.	PROPN
iajs-3922	256	7	;	;	PUNCT
iajs-3922	256	8	kussul	kussul	PROPN
iajs-3922	256	9	,	,	PUNCT
iajs-3922	256	10	e.	e.	PROPN
iajs-3922	256	11	;	;	PUNCT
iajs-3922	256	12	wunsch	wunsch	PROPN
iajs-3922	256	13	ii	ii	PROPN
iajs-3922	256	14	,	,	PUNCT
iajs-3922	256	15	d.c	d.c	PROPN
iajs-3922	256	16	.	.	PUNCT
iajs-3922	256	17	intelligent	intelligent	ADJ
iajs-3922	256	18	automation	automation	NOUN
iajs-3922	256	19	in	in	ADP
iajs-3922	256	20	renewable	renewable	ADJ
iajs-3922	256	21	energy	energy	NOUN
iajs-3922	256	22	.	.	PUNCT
iajs-3922	257	1	springer	springer	NOUN
iajs-3922	257	2	international	international	ADJ
iajs-3922	257	3	publishing	publishing	NOUN
iajs-3922	257	4	,	,	PUNCT
iajs-3922	257	5	springer	springer	NOUN
iajs-3922	257	6	cham	cham	PROPN
iajs-3922	257	7	,	,	PUNCT
iajs-3922	257	8	2019	2019	NUM
iajs-3922	257	9	.	.	PUNCT
iajs-3922	258	1	https://doi.org/10.1007/978-3-030-02236-5	https://doi.org/10.1007/978-3-030-02236-5	PROPN
iajs-3922	258	2	2	2	NUM
iajs-3922	258	3	.	.	PUNCT
iajs-3922	258	4	rangel	rangel	PROPN
iajs-3922	258	5	-	-	PUNCT
iajs-3922	258	6	martinez	martinez	PROPN
iajs-3922	258	7	,	,	PUNCT
iajs-3922	258	8	d.	d.	PROPN
iajs-3922	258	9	;	;	PUNCT
iajs-3922	258	10	nigam	nigam	PROPN
iajs-3922	258	11	,	,	PUNCT
iajs-3922	258	12	k.	k.	PROPN
iajs-3922	258	13	;	;	PUNCT
iajs-3922	258	14	ricardez	ricardez	PROPN
iajs-3922	258	15	-	-	PUNCT
iajs-3922	258	16	sandoval	sandoval	PROPN
iajs-3922	258	17	,	,	PUNCT
iajs-3922	258	18	l.a	l.a	PROPN
iajs-3922	258	19	.	.	PROPN
iajs-3922	258	20	machine	machine	NOUN
iajs-3922	258	21	learning	learn	VERB
iajs-3922	258	22	on	on	ADP
iajs-3922	258	23	sustainable	sustainable	ADJ
iajs-3922	258	24	energy	energy	NOUN
iajs-3922	258	25	:	:	PUNCT
iajs-3922	258	26	a	a	DET
iajs-3922	258	27	review	review	NOUN
iajs-3922	258	28	and	and	CCONJ
iajs-3922	258	29	outlook	outlook	VERB
iajs-3922	258	30	on	on	ADP
iajs-3922	258	31	renewable	renewable	ADJ
iajs-3922	258	32	energy	energy	NOUN
iajs-3922	258	33	systems	system	NOUN
iajs-3922	258	34	,	,	PUNCT
iajs-3922	258	35	catalysis	catalysis	NOUN
iajs-3922	258	36	,	,	PUNCT
iajs-3922	258	37	smart	smart	ADJ
iajs-3922	258	38	grid	grid	NOUN
iajs-3922	258	39	and	and	CCONJ
iajs-3922	258	40	energy	energy	NOUN
iajs-3922	258	41	storage	storage	NOUN
iajs-3922	258	42	.	.	PUNCT
iajs-3922	259	1	chemical	chemical	NOUN
iajs-3922	259	2	engineering	engineering	PROPN
iajs-3922	259	3	research	research	NOUN
iajs-3922	259	4	and	and	CCONJ
iajs-3922	259	5	design	design	NOUN
iajs-3922	259	6	2021	2021	NUM
iajs-3922	259	7	,	,	PUNCT
iajs-3922	259	8	174	174	NUM
iajs-3922	259	9	,	,	PUNCT
iajs-3922	259	10	414–441	414–441	NUM
iajs-3922	259	11	.	.	PUNCT
iajs-3922	260	1	https://doi.org/10.1016/j.cherd.2021.08.013	https://doi.org/10.1016/j.cherd.2021.08.013	PROPN
iajs-3922	260	2	3	3	NUM
iajs-3922	260	3	.	.	PUNCT
iajs-3922	260	4	wu	wu	PROPN
iajs-3922	260	5	,	,	PUNCT
iajs-3922	260	6	b.	b.	PROPN
iajs-3922	260	7	;	;	PUNCT
iajs-3922	260	8	lang	lang	PROPN
iajs-3922	260	9	,	,	PUNCT
iajs-3922	260	10	y.	y.	PROPN
iajs-3922	260	11	;	;	PUNCT
iajs-3922	260	12	zargari	zargari	NUM
iajs-3922	260	13	,	,	PUNCT
iajs-3922	260	14	n.	n.	PROPN
iajs-3922	260	15	;	;	PUNCT
iajs-3922	260	16	kouro	kouro	PROPN
iajs-3922	260	17	,	,	PUNCT
iajs-3922	260	18	s.	s.	PROPN
iajs-3922	260	19	power	power	PROPN
iajs-3922	260	20	conversion	conversion	PROPN
iajs-3922	260	21	and	and	CCONJ
iajs-3922	260	22	control	control	NOUN
iajs-3922	260	23	of	of	ADP
iajs-3922	260	24	wind	wind	NOUN
iajs-3922	260	25	energy	energy	NOUN
iajs-3922	260	26	systems	system	NOUN
iajs-3922	260	27	;	;	PUNCT
iajs-3922	260	28	wiley	wiley	NOUN
iajs-3922	260	29	-	-	PUNCT
iajs-3922	260	30	ieee	ieee	PROPN
iajs-3922	260	31	press	press	NOUN
iajs-3922	260	32	:	:	PUNCT
iajs-3922	260	33	hoboken	hoboken	PROPN
iajs-3922	260	34	,	,	PUNCT
iajs-3922	260	35	nj	nj	PROPN
iajs-3922	260	36	,	,	PUNCT
iajs-3922	260	37	usa	usa	PROPN
iajs-3922	260	38	,	,	PUNCT
iajs-3922	260	39	2011	2011	NUM
iajs-3922	260	40	;	;	PUNCT
iajs-3922	260	41	chapters	chapter	NOUN
iajs-3922	260	42	1–15	1–15	NUM
iajs-3922	260	43	;	;	PUNCT
iajs-3922	260	44	p.	p.	NOUN
iajs-3922	260	45	480	480	NUM
iajs-3922	260	46	.	.	PUNCT
iajs-3922	261	1	https://doi.org/10.1002/9781118029008	https://doi.org/10.1002/9781118029008	NOUN
iajs-3922	261	2	4	4	NUM
iajs-3922	261	3	.	.	NOUN
iajs-3922	261	4	breeze	breeze	ADJ
iajs-3922	261	5	,	,	PUNCT
iajs-3922	261	6	p.	p.	NOUN
iajs-3922	261	7	power	power	NOUN
iajs-3922	261	8	system	system	NOUN
iajs-3922	261	9	energy	energy	NOUN
iajs-3922	261	10	storage	storage	NOUN
iajs-3922	261	11	technologies	technology	NOUN
iajs-3922	261	12	.	.	PUNCT
iajs-3922	262	1	in	in	ADP
iajs-3922	262	2	power	power	NOUN
iajs-3922	262	3	generation	generation	NOUN
iajs-3922	262	4	technologies	technology	NOUN
iajs-3922	262	5	;	;	PUNCT
iajs-3922	262	6	elsevier	elsevier	NOUN
iajs-3922	262	7	:	:	PUNCT
iajs-3922	262	8	amsterdam	amsterdam	PROPN
iajs-3922	262	9	,	,	PUNCT
iajs-3922	262	10	the	the	DET
iajs-3922	262	11	netherlands	netherlands	PROPN
iajs-3922	262	12	,	,	PUNCT
iajs-3922	262	13	2019	2019	NUM
iajs-3922	262	14	;	;	PUNCT
iajs-3922	262	15	pp	pp	ADP
iajs-3922	262	16	.	.	PUNCT
iajs-3922	263	1	219–249	219–249	NUM
iajs-3922	263	2	.	.	PUNCT
iajs-3922	264	1	isbn	isbn	ADJ
iajs-3922	264	2	978	978	NUM
iajs-3922	264	3	-	-	SYM
iajs-3922	264	4	0	0	NUM
iajs-3922	264	5	-	-	PUNCT
iajs-3922	264	6	08	08	NUM
iajs-3922	264	7	-	-	PUNCT
iajs-3922	264	8	102631	102631	NUM
iajs-3922	264	9	-	-	PUNCT
iajs-3922	264	10	1	1	NUM
iajs-3922	264	11	.	.	NOUN
iajs-3922	264	12	5	5	NUM
iajs-3922	264	13	.	.	X
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iajs-3922	264	15	,	,	PUNCT
iajs-3922	264	16	s.k	s.k	PROPN
iajs-3922	264	17	.	.	PROPN
iajs-3922	264	18	;	;	PUNCT
iajs-3922	264	19	saxena	saxena	PROPN
iajs-3922	264	20	,	,	PUNCT
iajs-3922	264	21	d.	d.	PROPN
iajs-3922	264	22	energy	energy	PROPN
iajs-3922	264	23	management	management	NOUN
iajs-3922	264	24	system	system	NOUN
iajs-3922	264	25	for	for	ADP
iajs-3922	264	26	smart	smart	ADJ
iajs-3922	264	27	grid	grid	NOUN
iajs-3922	264	28	:	:	PUNCT
iajs-3922	264	29	an	an	DET
iajs-3922	264	30	overview	overview	NOUN
iajs-3922	264	31	and	and	CCONJ
iajs-3922	264	32	key	key	ADJ
iajs-3922	264	33	issues	issue	NOUN
iajs-3922	264	34	.	.	PUNCT
iajs-3922	265	1	international	international	ADJ
iajs-3922	265	2	journal	journal	PROPN
iajs-3922	265	3	of	of	ADP
iajs-3922	265	4	energy	energy	NOUN
iajs-3922	265	5	research	research	NOUN
iajs-3922	265	6	2020	2020	NUM
iajs-3922	265	7	,	,	PUNCT
iajs-3922	265	8	44	44	NUM
iajs-3922	265	9	,	,	PUNCT
iajs-3922	265	10	4067	4067	NUM
iajs-3922	265	11	-	-	SYM
iajs-3922	265	12	4109	4109	NUM
iajs-3922	265	13	.	.	PUNCT
iajs-3922	266	1	https://doi.org/10.1002/er.4883	https://doi.org/10.1002/er.4883	NOUN
iajs-3922	267	1	6	6	X
iajs-3922	267	2	.	.	X
iajs-3922	267	3	olatomiwa	olatomiwa	PROPN
iajs-3922	267	4	,	,	PUNCT
iajs-3922	267	5	l.	l.	PROPN
iajs-3922	267	6	;	;	PUNCT
iajs-3922	267	7	mekhilef	mekhilef	PROPN
iajs-3922	267	8	,	,	PUNCT
iajs-3922	267	9	s.	s.	PROPN
iajs-3922	267	10	;	;	PUNCT
iajs-3922	267	11	ismail	ismail	PROPN
iajs-3922	267	12	,	,	PUNCT
iajs-3922	267	13	m.s	m.s	PROPN
iajs-3922	267	14	.	.	PROPN
iajs-3922	267	15	;	;	PUNCT
iajs-3922	267	16	moghavvemi	moghavvemi	NOUN
iajs-3922	267	17	,	,	PUNCT
iajs-3922	267	18	m.	m.	NOUN
iajs-3922	267	19	energy	energy	NOUN
iajs-3922	267	20	management	management	NOUN
iajs-3922	267	21	strategies	strategy	NOUN
iajs-3922	267	22	in	in	ADP
iajs-3922	267	23	hybrid	hybrid	ADJ
iajs-3922	267	24	renewable	renewable	ADJ
iajs-3922	267	25	energy	energy	NOUN
iajs-3922	267	26	systems	system	NOUN
iajs-3922	267	27	:	:	PUNCT
iajs-3922	267	28	a	a	DET
iajs-3922	267	29	review	review	NOUN
iajs-3922	267	30	.	.	PUNCT
iajs-3922	268	1	renewable	renewable	ADJ
iajs-3922	268	2	and	and	CCONJ
iajs-3922	268	3	sustainable	sustainable	ADJ
iajs-3922	268	4	energy	energy	NOUN
iajs-3922	268	5	reviews	review	NOUN
iajs-3922	268	6	2016	2016	NUM
iajs-3922	268	7	,	,	PUNCT
iajs-3922	268	8	62	62	NUM
iajs-3922	268	9	,	,	PUNCT
iajs-3922	268	10	821	821	NUM
iajs-3922	268	11	-	-	SYM
iajs-3922	268	12	835	835	NUM
iajs-3922	268	13	.	.	PUNCT
iajs-3922	269	1	https://doi.org/10.1016/j.rser.2016.05.040	https://doi.org/10.1016/j.rser.2016.05.040	NUM
iajs-3922	269	2	7	7	NUM
iajs-3922	269	3	.	.	PUNCT
iajs-3922	270	1	mohammed	mohammed	PROPN
iajs-3922	270	2	,	,	PUNCT
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iajs-3922	270	5	;	;	PUNCT
iajs-3922	270	6	al	al	PROPN
iajs-3922	270	7	-	-	PUNCT
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iajs-3922	270	9	,	,	PUNCT
iajs-3922	270	10	s.	s.	PROPN
iajs-3922	270	11	;	;	PUNCT
iajs-3922	270	12	haider	haider	PROPN
iajs-3922	270	13	,	,	PUNCT
iajs-3922	270	14	t.	t.	PROPN
iajs-3922	270	15	a	a	DET
iajs-3922	270	16	comprehensive	comprehensive	ADJ
iajs-3922	270	17	study	study	NOUN
iajs-3922	270	18	and	and	CCONJ
iajs-3922	270	19	understanding	understanding	NOUN
iajs-3922	270	20	—	—	PUNCT
iajs-3922	270	21	a	a	DET
iajs-3922	270	22	neurocomputing	neurocomputing	NOUN
iajs-3922	270	23	prediction	prediction	NOUN
iajs-3922	270	24	techniques	technique	NOUN
iajs-3922	270	25	in	in	ADP
iajs-3922	270	26	renewable	renewable	ADJ
iajs-3922	270	27	energies	energy	NOUN
iajs-3922	270	28	.	.	PUNCT
iajs-3922	271	1	in	in	ADP
iajs-3922	271	2	international	international	ADJ
iajs-3922	271	3	conference	conference	NOUN
iajs-3922	271	4	on	on	ADP
iajs-3922	271	5	hybrid	hybrid	ADJ
iajs-3922	271	6	intelligent	intelligent	ADJ
iajs-3922	271	7	system	system	NOUN
iajs-3922	271	8	2022	2022	NUM
iajs-3922	271	9	,	,	PUNCT
iajs-3922	271	10	cham	cham	PROPN
iajs-3922	271	11	,	,	PUNCT
iajs-3922	271	12	springer	springer	NOUN
iajs-3922	271	13	nature	nature	PROPN
iajs-3922	271	14	switzerland	switzerland	PROPN
iajs-3922	271	15	,	,	PUNCT
iajs-3922	271	16	152	152	NUM
iajs-3922	271	17	-	-	SYM
iajs-3922	271	18	165	165	NUM
iajs-3922	271	19	.	.	PUNCT
iajs-3922	272	1	https://doi.org/10.1007/9783-031-27409-1_14	https://doi.org/10.1007/9783-031-27409-1_14	NOUN
iajs-3922	272	2	8	8	NUM
iajs-3922	272	3	.	.	PUNCT
iajs-3922	273	1	benti	benti	PROPN
iajs-3922	273	2	,	,	PUNCT
iajs-3922	273	3	n.e	n.e	PROPN
iajs-3922	273	4	.	.	PROPN
iajs-3922	273	5	;	;	PUNCT
iajs-3922	273	6	chaka	chaka	PROPN
iajs-3922	273	7	,	,	PUNCT
iajs-3922	273	8	m.d	m.d	PROPN
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iajs-3922	273	10	;	;	PUNCT
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iajs-3922	273	12	,	,	PUNCT
iajs-3922	273	13	a.g	a.g	PROPN
iajs-3922	273	14	.	.	PROPN
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iajs-3922	273	17	energy	energy	NOUN
iajs-3922	273	18	generation	generation	NOUN
iajs-3922	273	19	with	with	ADP
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iajs-3922	273	21	learning	learning	NOUN
iajs-3922	273	22	and	and	CCONJ
iajs-3922	273	23	deep	deep	ADJ
iajs-3922	273	24	learning	learning	NOUN
iajs-3922	273	25	:	:	PUNCT
iajs-3922	273	26	current	current	ADJ
iajs-3922	273	27	advances	advance	NOUN
iajs-3922	273	28	and	and	CCONJ
iajs-3922	273	29	future	future	ADJ
iajs-3922	273	30	prospects	prospect	NOUN
iajs-3922	273	31	.	.	PUNCT
iajs-3922	274	1	sustainability	sustainability	NOUN
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iajs-3922	274	3	,	,	PUNCT
iajs-3922	274	4	15(9	15(9	NUM
iajs-3922	274	5	)	)	PUNCT
iajs-3922	274	6	,	,	PUNCT
iajs-3922	274	7	7087	7087	NUM
iajs-3922	274	8	.	.	PUNCT
iajs-3922	275	1	https://doi.org/10.3390/su15097087	https://doi.org/10.3390/su15097087	ADP
iajs-3922	275	2	9	9	NUM
iajs-3922	275	3	.	.	PUNCT
iajs-3922	276	1	mahdi	mahdi	PROPN
iajs-3922	276	2	,	,	PUNCT
iajs-3922	276	3	g.	g.	PROPN
iajs-3922	276	4	;	;	PUNCT
iajs-3922	276	5	mohammed	mohammed	PROPN
iajs-3922	276	6	,	,	PUNCT
iajs-3922	276	7	s.f	s.f	PROPN
iajs-3922	276	8	.	.	PROPN
iajs-3922	276	9	;	;	PUNCT
iajs-3922	276	10	khan	khan	PROPN
iajs-3922	276	11	,	,	PUNCT
iajs-3922	276	12	m.k.h	m.k.h	PROPN
iajs-3922	276	13	.	.	PROPN
iajs-3922	276	14	enhanced	enhance	VERB
iajs-3922	276	15	support	support	NOUN
iajs-3922	276	16	vector	vector	NOUN
iajs-3922	276	17	machine	machine	NOUN
iajs-3922	276	18	methods	method	NOUN
iajs-3922	276	19	using	use	VERB
iajs-3922	276	20	stochastic	stochastic	ADJ
iajs-3922	276	21	gradient	gradient	ADJ
iajs-3922	276	22	descent	descent	NOUN
iajs-3922	276	23	and	and	CCONJ
iajs-3922	276	24	its	its	PRON
iajs-3922	276	25	application	application	NOUN
iajs-3922	276	26	to	to	ADP
iajs-3922	276	27	heart	heart	NOUN
iajs-3922	276	28	disease	disease	NOUN
iajs-3922	276	29	dataset	dataset	VERB
iajs-3922	276	30	.	.	PUNCT
iajs-3922	277	1	ibn	ibn	PROPN
iajs-3922	277	2	al	al	PROPN
iajs-3922	277	3	-	-	PUNCT
iajs-3922	277	4	haitham	haitham	PROPN
iajs-3922	277	5	journal	journal	PROPN
iajs-3922	277	6	for	for	ADP
iajs-3922	277	7	pure	pure	ADJ
iajs-3922	277	8	and	and	CCONJ
iajs-3922	277	9	applied	applied	ADJ
iajs-3922	277	10	sciences	science	NOUN
iajs-3922	277	11	2024	2024	NUM
iajs-3922	277	12	,	,	PUNCT
iajs-3922	277	13	37(1	37(1	NUM
iajs-3922	277	14	)	)	PUNCT
iajs-3922	277	15	,	,	PUNCT
iajs-3922	277	16	412	412	NUM
iajs-3922	277	17	-	-	SYM
iajs-3922	277	18	428	428	NUM
iajs-3922	277	19	.	.	PUNCT
iajs-3922	278	1	https://doi.org/10.30526/37.1.3467	https://doi.org/10.30526/37.1.3467	PROPN
iajs-3922	278	2	10	10	NUM
iajs-3922	278	3	.	.	PUNCT
iajs-3922	279	1	medina	medina	PROPN
iajs-3922	279	2	-	-	PUNCT
iajs-3922	279	3	salgado	salgado	PROPN
iajs-3922	279	4	,	,	PUNCT
iajs-3922	279	5	b.	b.	PROPN
iajs-3922	279	6	;	;	PUNCT
iajs-3922	279	7	sánchez	sánchez	PROPN
iajs-3922	279	8	-	-	PUNCT
iajs-3922	279	9	delacruz	delacruz	PROPN
iajs-3922	279	10	,	,	PUNCT
iajs-3922	279	11	e.	e.	PROPN
iajs-3922	279	12	;	;	PUNCT
iajs-3922	279	13	pozos	pozos	PROPN
iajs-3922	279	14	-	-	PUNCT
iajs-3922	279	15	parra	parra	PROPN
iajs-3922	279	16	,	,	PUNCT
iajs-3922	279	17	p.	p.	PROPN
iajs-3922	279	18	;	;	PUNCT
iajs-3922	279	19	sierra	sierra	PROPN
iajs-3922	279	20	,	,	PUNCT
iajs-3922	279	21	j.e	j.e	PROPN
iajs-3922	279	22	.	.	PROPN
iajs-3922	279	23	urban	urban	ADJ
iajs-3922	279	24	traffic	traffic	NOUN
iajs-3922	279	25	flow	flow	NOUN
iajs-3922	279	26	prediction	prediction	NOUN
iajs-3922	279	27	techniques	technique	NOUN
iajs-3922	279	28	:	:	PUNCT
iajs-3922	279	29	a	a	DET
iajs-3922	279	30	review	review	NOUN
iajs-3922	279	31	.	.	PUNCT
iajs-3922	280	1	sustainable	sustainable	ADJ
iajs-3922	280	2	computing	computing	NOUN
iajs-3922	280	3	:	:	PUNCT
iajs-3922	280	4	informatics	informatic	NOUN
iajs-3922	280	5	and	and	CCONJ
iajs-3922	280	6	systems	system	NOUN
iajs-3922	280	7	2022	2022	NUM
iajs-3922	280	8	,	,	PUNCT
iajs-3922	280	9	35	35	NUM
iajs-3922	280	10	,	,	PUNCT
iajs-3922	280	11	100739	100739	NUM
iajs-3922	280	12	.	.	PUNCT
iajs-3922	281	1	https://doi.org/10.1016/j.suscom.2022.100739	https://doi.org/10.1016/j.suscom.2022.100739	PROPN
iajs-3922	281	2	11	11	NUM
iajs-3922	281	3	.	.	PUNCT
iajs-3922	282	1	mijwil	mijwil	PROPN
iajs-3922	282	2	,	,	PUNCT
iajs-3922	282	3	m.m	m.m	PROPN
iajs-3922	282	4	.	.	PROPN
iajs-3922	282	5	;	;	PUNCT
iajs-3922	282	6	shukur	shukur	PROPN
iajs-3922	282	7	,	,	PUNCT
iajs-3922	282	8	b.s	b.s	PROPN
iajs-3922	282	9	.	.	PROPN
iajs-3922	283	1	a	a	DET
iajs-3922	283	2	scoping	scope	VERB
iajs-3922	283	3	review	review	NOUN
iajs-3922	283	4	of	of	ADP
iajs-3922	283	5	machine	machine	NOUN
iajs-3922	283	6	learning	learn	VERB
iajs-3922	283	7	techniques	technique	NOUN
iajs-3922	283	8	and	and	CCONJ
iajs-3922	283	9	their	their	PRON
iajs-3922	283	10	utilisation	utilisation	NOUN
iajs-3922	283	11	in	in	ADP
iajs-3922	283	12	predicting	predict	VERB
iajs-3922	283	13	heart	heart	NOUN
iajs-3922	283	14	diseases	disease	NOUN
iajs-3922	283	15	.	.	PUNCT
iajs-3922	284	1	ibn	ibn	PROPN
iajs-3922	284	2	al	al	PROPN
iajs-3922	284	3	-	-	PUNCT
iajs-3922	284	4	haitham	haitham	PROPN
iajs-3922	284	5	journal	journal	PROPN
iajs-3922	284	6	for	for	ADP
iajs-3922	284	7	pure	pure	ADJ
iajs-3922	284	8	and	and	CCONJ
iajs-3922	284	9	applied	applied	ADJ
iajs-3922	284	10	sciences	science	NOUN
iajs-3922	284	11	2022	2022	NUM
iajs-3922	284	12	,	,	PUNCT
iajs-3922	284	13	35(3	35(3	NUM
iajs-3922	284	14	)	)	PUNCT
iajs-3922	284	15	,	,	PUNCT
iajs-3922	284	16	175189	175189	NUM
iajs-3922	284	17	.	.	PUNCT
iajs-3922	285	1	https://doi.org/10.30526/35.3.2813	https://doi.org/10.30526/35.3.2813	NOUN
iajs-3922	285	2	12	12	NUM
iajs-3922	285	3	.	.	PUNCT
iajs-3922	285	4	sarker	sarker	PROPN
iajs-3922	285	5	,	,	PUNCT
iajs-3922	285	6	i.h	i.h	PROPN
iajs-3922	285	7	.	.	PROPN
iajs-3922	285	8	deep	deep	ADJ
iajs-3922	285	9	learning	learning	NOUN
iajs-3922	285	10	:	:	PUNCT
iajs-3922	285	11	a	a	DET
iajs-3922	285	12	comprehensive	comprehensive	ADJ
iajs-3922	285	13	overview	overview	NOUN
iajs-3922	285	14	on	on	ADP
iajs-3922	285	15	techniques	technique	NOUN
iajs-3922	285	16	,	,	PUNCT
iajs-3922	285	17	taxonomy	taxonomy	NOUN
iajs-3922	285	18	,	,	PUNCT
iajs-3922	285	19	applications	application	NOUN
iajs-3922	285	20	and	and	CCONJ
iajs-3922	285	21	research	research	NOUN
iajs-3922	285	22	directions	direction	NOUN
iajs-3922	285	23	.	.	PUNCT
iajs-3922	286	1	sn	sn	PROPN
iajs-3922	286	2	computer	computer	NOUN
iajs-3922	286	3	science	science	NOUN
iajs-3922	286	4	2021	2021	NUM
iajs-3922	286	5	,	,	PUNCT
iajs-3922	286	6	2	2	NUM
iajs-3922	286	7	,	,	PUNCT
iajs-3922	286	8	420	420	NUM
iajs-3922	286	9	.	.	PUNCT
iajs-3922	287	1	https://doi.org/10.1007/s42979-021-00815-1	https://doi.org/10.1007/s42979-021-00815-1	NUM
iajs-3922	287	2	13	13	NUM
iajs-3922	287	3	.	.	PUNCT
iajs-3922	288	1	kumar	kumar	PROPN
iajs-3922	288	2	,	,	PUNCT
iajs-3922	288	3	k.p	k.p	PROPN
iajs-3922	288	4	.	.	PROPN
iajs-3922	288	5	;	;	PUNCT
iajs-3922	288	6	saravanan	saravanan	PROPN
iajs-3922	288	7	,	,	PUNCT
iajs-3922	288	8	b.	b.	PROPN
iajs-3922	288	9	day	day	PROPN
iajs-3922	288	10	ahead	ahead	ADV
iajs-3922	288	11	scheduling	scheduling	NOUN
iajs-3922	288	12	of	of	ADP
iajs-3922	288	13	generation	generation	NOUN
iajs-3922	288	14	and	and	CCONJ
iajs-3922	288	15	storage	storage	NOUN
iajs-3922	288	16	in	in	ADP
iajs-3922	288	17	a	a	DET
iajs-3922	288	18	microgrid	microgrid	NOUN
iajs-3922	288	19	considering	consider	VERB
iajs-3922	288	20	demand	demand	NOUN
iajs-3922	288	21	side	side	NOUN
iajs-3922	288	22	management	management	NOUN
iajs-3922	288	23	.	.	PUNCT
iajs-3922	289	1	journal	journal	PROPN
iajs-3922	289	2	of	of	ADP
iajs-3922	289	3	energy	energy	NOUN
iajs-3922	289	4	storage	storage	NOUN
iajs-3922	289	5	2019	2019	NUM
iajs-3922	289	6	,	,	PUNCT
iajs-3922	289	7	21	21	NUM
iajs-3922	289	8	,	,	PUNCT
iajs-3922	289	9	78	78	NUM
iajs-3922	289	10	-	-	SYM
iajs-3922	289	11	86	86	NUM
iajs-3922	289	12	.	.	PUNCT
iajs-3922	290	1	https://doi.org/10.1016/j.est.2018.11.010	https://doi.org/10.1016/j.est.2018.11.010	NOUN
iajs-3922	290	2	14	14	NUM
iajs-3922	290	3	.	.	PUNCT
iajs-3922	291	1	kaabeche	kaabeche	PROPN
iajs-3922	291	2	,	,	PUNCT
iajs-3922	291	3	a.	a.	NOUN
iajs-3922	291	4	;	;	PUNCT
iajs-3922	291	5	bakelli	bakelli	NOUN
iajs-3922	291	6	,	,	PUNCT
iajs-3922	291	7	y.	y.	NOUN
iajs-3922	291	8	renewable	renewable	ADJ
iajs-3922	291	9	hybrid	hybrid	NOUN
iajs-3922	291	10	system	system	NOUN
iajs-3922	291	11	size	size	NOUN
iajs-3922	291	12	optimization	optimization	NOUN
iajs-3922	291	13	considering	consider	VERB
iajs-3922	291	14	various	various	ADJ
iajs-3922	291	15	electrochemical	electrochemical	ADJ
iajs-3922	291	16	energy	energy	NOUN
iajs-3922	291	17	storage	storage	NOUN
iajs-3922	291	18	technologies	technology	NOUN
iajs-3922	291	19	.	.	PUNCT
iajs-3922	292	1	energy	energy	NOUN
iajs-3922	292	2	conversion	conversion	NOUN
iajs-3922	292	3	and	and	CCONJ
iajs-3922	292	4	management	management	NOUN
iajs-3922	292	5	2019	2019	NUM
iajs-3922	292	6	,	,	PUNCT
iajs-3922	292	7	193	193	NUM
iajs-3922	292	8	,	,	PUNCT
iajs-3922	292	9	162175	162175	NUM
iajs-3922	292	10	.	.	PUNCT
iajs-3922	293	1	https://doi.org/10.1016/j.enconman.2019.04.064	https://doi.org/10.1016/j.enconman.2019.04.064	NOUN
iajs-3922	293	2	https://doi.org/10.1016/j.cherd.2021.08.013	https://doi.org/10.1016/j.cherd.2021.08.013	NOUN
iajs-3922	293	3	https://doi.org/10.1002/er.4883	https://doi.org/10.1002/er.4883	NUM
iajs-3922	293	4	https://doi.org/10.1016/j.rser.2016.05.040	https://doi.org/10.1016/j.rser.2016.05.040	PUNCT
iajs-3922	293	5	https://doi.org/10.3390/su15097087	https://doi.org/10.3390/su15097087	DET
iajs-3922	293	6	https://doi.org/10.1016/j.suscom.2022.100739	https://doi.org/10.1016/j.suscom.2022.100739	PROPN
iajs-3922	293	7	about	about	ADP
iajs-3922	293	8	:	:	PUNCT
iajs-3922	293	9	blank	blank	ADJ
iajs-3922	293	10	about	about	ADP
iajs-3922	293	11	:	:	PUNCT
iajs-3922	293	12	blank	blank	ADJ
iajs-3922	293	13	about	about	ADP
iajs-3922	293	14	:	:	PUNCT
iajs-3922	293	15	blank	blank	ADJ
iajs-3922	293	16	ihjpas	ihjpas	PROPN
iajs-3922	293	17	.	.	PUNCT
iajs-3922	294	1	2024	2024	NUM
iajs-3922	294	2	,	,	PUNCT
iajs-3922	294	3	37(4	37(4	NOUN
iajs-3922	294	4	)	)	PUNCT
iajs-3922	294	5	451	451	NUM
iajs-3922	294	6	15	15	NUM
iajs-3922	294	7	.	.	PUNCT
iajs-3922	295	1	wang	wang	PROPN
iajs-3922	295	2	,	,	PUNCT
iajs-3922	295	3	k.	k.	PROPN
iajs-3922	295	4	;	;	PUNCT
iajs-3922	295	5	li	li	PROPN
iajs-3922	295	6	,	,	PUNCT
iajs-3922	295	7	k.	k.	PROPN
iajs-3922	295	8	;	;	PUNCT
iajs-3922	295	9	zhou	zhou	PROPN
iajs-3922	295	10	,	,	PUNCT
iajs-3922	295	11	l.	l.	PROPN
iajs-3922	295	12	;	;	PUNCT
iajs-3922	295	13	hu	hu	PROPN
iajs-3922	295	14	,	,	PUNCT
iajs-3922	295	15	y.	y.	PROPN
iajs-3922	295	16	;	;	PUNCT
iajs-3922	295	17	cheng	cheng	PROPN
iajs-3922	295	18	,	,	PUNCT
iajs-3922	295	19	z.	z.	PROPN
iajs-3922	295	20	;	;	PUNCT
iajs-3922	295	21	liu	liu	PROPN
iajs-3922	295	22	,	,	PUNCT
iajs-3922	295	23	j.	j.	PROPN
iajs-3922	295	24	;	;	PUNCT
iajs-3922	295	25	chen	chen	PROPN
iajs-3922	295	26	,	,	PUNCT
iajs-3922	295	27	c.	c.	PROPN
iajs-3922	295	28	multiple	multiple	ADJ
iajs-3922	295	29	convolutional	convolutional	ADJ
iajs-3922	295	30	neural	neural	ADJ
iajs-3922	295	31	networks	network	NOUN
iajs-3922	295	32	for	for	ADP
iajs-3922	295	33	multivariate	multivariate	NOUN
iajs-3922	295	34	time	time	NOUN
iajs-3922	295	35	series	series	PROPN
iajs-3922	295	36	prediction	prediction	NOUN
iajs-3922	295	37	.	.	PUNCT
iajs-3922	296	1	neurocomputing	neurocompute	VERB
iajs-3922	296	2	2019	2019	NUM
iajs-3922	296	3	,	,	PUNCT
iajs-3922	296	4	360	360	NUM
iajs-3922	296	5	,	,	PUNCT
iajs-3922	296	6	107	107	NUM
iajs-3922	296	7	-	-	SYM
iajs-3922	296	8	119	119	NUM
iajs-3922	296	9	.	.	PUNCT
iajs-3922	297	1	https://doi.org/10.1016/j.neucom.2019.05.023	https://doi.org/10.1016/j.neucom.2019.05.023	NUM
iajs-3922	297	2	16	16	NUM
iajs-3922	297	3	.	.	PUNCT
iajs-3922	298	1	agada	agada	PROPN
iajs-3922	298	2	,	,	PUNCT
iajs-3922	298	3	i.	i.	PROPN
iajs-3922	298	4	;	;	PUNCT
iajs-3922	298	5	udochukwu	udochukwu	PROPN
iajs-3922	298	6	,	,	PUNCT
iajs-3922	298	7	b.	b.	PROPN
iajs-3922	298	8	;	;	PUNCT
iajs-3922	298	9	sombo	sombo	NOUN
iajs-3922	298	10	,	,	PUNCT
iajs-3922	298	11	t.	t.	NOUN
iajs-3922	298	12	predicting	predict	VERB
iajs-3922	298	13	the	the	DET
iajs-3922	298	14	occurrence	occurrence	NOUN
iajs-3922	298	15	of	of	ADP
iajs-3922	298	16	surplus	surplus	NOUN
iajs-3922	298	17	and	and	CCONJ
iajs-3922	298	18	deficit	deficit	VERB
iajs-3922	298	19	net	net	ADJ
iajs-3922	298	20	radiation	radiation	NOUN
iajs-3922	298	21	in	in	ADP
iajs-3922	298	22	ibadan	ibadan	PROPN
iajs-3922	298	23	,	,	PUNCT
iajs-3922	298	24	nigeria	nigeria	PROPN
iajs-3922	298	25	.	.	PUNCT
iajs-3922	299	1	science	science	PROPN
iajs-3922	299	2	world	world	PROPN
iajs-3922	299	3	journal	journal	PROPN
iajs-3922	299	4	2019	2019	NUM
iajs-3922	299	5	,	,	PUNCT
iajs-3922	299	6	14(2	14(2	NUM
iajs-3922	299	7	)	)	PUNCT
iajs-3922	299	8	,	,	PUNCT
iajs-3922	299	9	4	4	NUM
iajs-3922	299	10	-	-	SYM
iajs-3922	299	11	11	11	NUM
iajs-3922	299	12	.	.	PUNCT
iajs-3922	299	13	17	17	NUM
iajs-3922	299	14	.	.	PUNCT
iajs-3922	300	1	haidar	haidar	PROPN
iajs-3922	300	2	,	,	PUNCT
iajs-3922	300	3	a.m.	a.m.	ADV
iajs-3922	300	4	;	;	PUNCT
iajs-3922	300	5	fakhar	fakhar	X
iajs-3922	300	6	,	,	PUNCT
iajs-3922	300	7	a.	a.	NOUN
iajs-3922	300	8	;	;	PUNCT
iajs-3922	300	9	helwig	helwig	PROPN
iajs-3922	300	10	,	,	PUNCT
iajs-3922	300	11	a.	a.	NOUN
iajs-3922	300	12	sustainable	sustainable	ADJ
iajs-3922	300	13	energy	energy	NOUN
iajs-3922	300	14	planning	planning	NOUN
iajs-3922	300	15	for	for	ADP
iajs-3922	300	16	cost	cost	NOUN
iajs-3922	300	17	minimization	minimization	NOUN
iajs-3922	300	18	of	of	ADP
iajs-3922	300	19	autonomous	autonomous	ADJ
iajs-3922	300	20	hybrid	hybrid	ADJ
iajs-3922	300	21	microgrid	microgrid	NOUN
iajs-3922	300	22	using	use	VERB
iajs-3922	300	23	combined	combined	ADJ
iajs-3922	300	24	multi	multi	ADJ
iajs-3922	300	25	-	-	ADJ
iajs-3922	300	26	objective	objective	ADJ
iajs-3922	300	27	optimization	optimization	NOUN
iajs-3922	300	28	algorithm	algorithm	NOUN
iajs-3922	300	29	.	.	PUNCT
iajs-3922	301	1	sustainable	sustainable	ADJ
iajs-3922	301	2	cities	city	NOUN
iajs-3922	301	3	and	and	CCONJ
iajs-3922	301	4	society	society	NOUN
iajs-3922	301	5	2020	2020	NUM
iajs-3922	301	6	,	,	PUNCT
iajs-3922	301	7	62	62	NUM
iajs-3922	301	8	,	,	PUNCT
iajs-3922	301	9	102391	102391	NUM
iajs-3922	301	10	.	.	PUNCT
iajs-3922	302	1	https://doi.org/10.1016/j.scs.2020.102391	https://doi.org/10.1016/j.scs.2020.102391	PROPN
iajs-3922	302	2	18	18	NUM
iajs-3922	302	3	.	.	PUNCT
iajs-3922	303	1	chen	chen	PROPN
iajs-3922	303	2	,	,	PUNCT
iajs-3922	303	3	h.	h.	PROPN
iajs-3922	303	4	;	;	PUNCT
iajs-3922	303	5	chang	chang	PROPN
iajs-3922	303	6	,	,	PUNCT
iajs-3922	303	7	x.	x.	NOUN
iajs-3922	303	8	photovoltaic	photovoltaic	PROPN
iajs-3922	303	9	power	power	NOUN
iajs-3922	303	10	prediction	prediction	NOUN
iajs-3922	303	11	of	of	ADP
iajs-3922	303	12	lstm	lstm	PROPN
iajs-3922	303	13	model	model	NOUN
iajs-3922	303	14	based	base	VERB
iajs-3922	303	15	on	on	ADP
iajs-3922	303	16	pearson	pearson	PROPN
iajs-3922	303	17	feature	feature	NOUN
iajs-3922	303	18	selection	selection	NOUN
iajs-3922	303	19	.	.	PUNCT
iajs-3922	304	1	energy	energy	NOUN
iajs-3922	304	2	reports	report	NOUN
iajs-3922	304	3	2021	2021	NUM
iajs-3922	304	4	,	,	PUNCT
iajs-3922	304	5	7	7	NUM
iajs-3922	304	6	,	,	PUNCT
iajs-3922	304	7	1047	1047	NUM
iajs-3922	304	8	-	-	SYM
iajs-3922	304	9	1054	1054	NUM
iajs-3922	304	10	.	.	PUNCT
iajs-3922	305	1	https://doi.org/10.1016/j.egyr.2021.09.167	https://doi.org/10.1016/j.egyr.2021.09.167	ADJ
iajs-3922	305	2	19	19	NUM
iajs-3922	305	3	.	.	PUNCT
iajs-3922	306	1	qu	qu	PROPN
iajs-3922	306	2	,	,	PUNCT
iajs-3922	306	3	y.	y.	PROPN
iajs-3922	306	4	;	;	PUNCT
iajs-3922	306	5	xu	xu	PROPN
iajs-3922	306	6	,	,	PUNCT
iajs-3922	306	7	j.	j.	PROPN
iajs-3922	306	8	;	;	PUNCT
iajs-3922	306	9	sun	sun	PROPN
iajs-3922	306	10	,	,	PUNCT
iajs-3922	306	11	y.	y.	PROPN
iajs-3922	306	12	;	;	PUNCT
iajs-3922	306	13	liu	liu	PROPN
iajs-3922	306	14	,	,	PUNCT
iajs-3922	306	15	d.	d.	PROPN
iajs-3922	306	16	a	a	DET
iajs-3922	306	17	temporal	temporal	ADJ
iajs-3922	306	18	distributed	distribute	VERB
iajs-3922	306	19	hybrid	hybrid	ADJ
iajs-3922	306	20	deep	deep	ADJ
iajs-3922	306	21	learning	learning	NOUN
iajs-3922	306	22	model	model	NOUN
iajs-3922	306	23	for	for	ADP
iajs-3922	306	24	day	day	NOUN
iajs-3922	306	25	-	-	PUNCT
iajs-3922	306	26	ahead	ahead	NOUN
iajs-3922	306	27	distributed	distribute	VERB
iajs-3922	306	28	pv	pv	NOUN
iajs-3922	306	29	power	power	NOUN
iajs-3922	306	30	forecasting	forecasting	NOUN
iajs-3922	306	31	.	.	PUNCT
iajs-3922	307	1	applied	apply	VERB
iajs-3922	307	2	energy	energy	NOUN
iajs-3922	307	3	2021	2021	NUM
iajs-3922	307	4	,	,	PUNCT
iajs-3922	307	5	304	304	NUM
iajs-3922	307	6	,	,	PUNCT
iajs-3922	307	7	117704	117704	NUM
iajs-3922	307	8	.	.	PUNCT
iajs-3922	308	1	https://doi.org/10.1016/j.apenergy.2021.117704	https://doi.org/10.1016/j.apenergy.2021.117704	PROPN
iajs-3922	308	2	20	20	NUM
iajs-3922	308	3	.	.	PUNCT
iajs-3922	309	1	luo	luo	PROPN
iajs-3922	309	2	,	,	PUNCT
iajs-3922	309	3	x.	x.	PROPN
iajs-3922	309	4	;	;	PUNCT
iajs-3922	309	5	zhang	zhang	PROPN
iajs-3922	309	6	,	,	PUNCT
iajs-3922	309	7	d.	d.	PROPN
iajs-3922	309	8	;	;	PUNCT
iajs-3922	309	9	zhu	zhu	PROPN
iajs-3922	309	10	,	,	PUNCT
iajs-3922	309	11	x.	x.	VERB
iajs-3922	309	12	deep	deep	ADJ
iajs-3922	309	13	learning	learning	NOUN
iajs-3922	309	14	based	base	VERB
iajs-3922	309	15	forecasting	forecasting	NOUN
iajs-3922	309	16	of	of	ADP
iajs-3922	309	17	photovoltaic	photovoltaic	NOUN
iajs-3922	309	18	power	power	NOUN
iajs-3922	309	19	generation	generation	NOUN
iajs-3922	309	20	by	by	ADP
iajs-3922	309	21	incorporating	incorporate	VERB
iajs-3922	309	22	domain	domain	NOUN
iajs-3922	309	23	knowledge	knowledge	NOUN
iajs-3922	309	24	.	.	PUNCT
iajs-3922	310	1	energy	energy	NOUN
iajs-3922	310	2	2021	2021	NUM
iajs-3922	310	3	,	,	PUNCT
iajs-3922	310	4	225	225	NUM
iajs-3922	310	5	,	,	PUNCT
iajs-3922	310	6	120240	120240	NUM
iajs-3922	310	7	.	.	PUNCT
iajs-3922	311	1	https://doi.org/10.1016/j.energy.2021.120240	https://doi.org/10.1016/j.energy.2021.120240	NOUN
iajs-3922	311	2	21	21	NUM
iajs-3922	311	3	.	.	PUNCT
iajs-3922	312	1	pan	pan	PROPN
iajs-3922	312	2	,	,	PUNCT
iajs-3922	312	3	c.	c.	PROPN
iajs-3922	312	4	;	;	PUNCT
iajs-3922	312	5	tan	tan	PROPN
iajs-3922	312	6	,	,	PUNCT
iajs-3922	312	7	j.	j.	PROPN
iajs-3922	312	8	;	;	PUNCT
iajs-3922	312	9	feng	feng	PROPN
iajs-3922	312	10	,	,	PUNCT
iajs-3922	312	11	d.	d.	PROPN
iajs-3922	312	12	prediction	prediction	PROPN
iajs-3922	312	13	intervals	interval	NOUN
iajs-3922	312	14	estimation	estimation	NOUN
iajs-3922	312	15	of	of	ADP
iajs-3922	312	16	solar	solar	ADJ
iajs-3922	312	17	generation	generation	NOUN
iajs-3922	312	18	based	base	VERB
iajs-3922	312	19	on	on	ADP
iajs-3922	312	20	gated	gate	VERB
iajs-3922	312	21	recurrent	recurrent	ADJ
iajs-3922	312	22	unit	unit	NOUN
iajs-3922	312	23	and	and	CCONJ
iajs-3922	312	24	kernel	kernel	PROPN
iajs-3922	312	25	density	density	PROPN
iajs-3922	312	26	estimation	estimation	NOUN
iajs-3922	312	27	.	.	PUNCT
iajs-3922	313	1	neurocomputing	neurocompute	VERB
iajs-3922	313	2	2021	2021	NUM
iajs-3922	313	3	,	,	PUNCT
iajs-3922	313	4	453	453	NUM
iajs-3922	313	5	,	,	PUNCT
iajs-3922	313	6	552	552	NUM
iajs-3922	313	7	-	-	SYM
iajs-3922	313	8	562	562	NUM
iajs-3922	313	9	.	.	PUNCT
iajs-3922	314	1	https://doi.org/10.1016/j.neucom.2020.10.027	https://doi.org/10.1016/j.neucom.2020.10.027	PROPN
iajs-3922	314	2	22	22	NUM
iajs-3922	314	3	.	.	PUNCT
iajs-3922	315	1	jebli	jebli	PROPN
iajs-3922	315	2	,	,	PUNCT
iajs-3922	315	3	i.	i.	PROPN
iajs-3922	315	4	;	;	PUNCT
iajs-3922	315	5	belouadha	belouadha	NOUN
iajs-3922	315	6	,	,	PUNCT
iajs-3922	315	7	f.-z	f.-z	NOUN
iajs-3922	315	8	.	.	PUNCT
iajs-3922	315	9	;	;	PUNCT
iajs-3922	316	1	kabbaj	kabbaj	PROPN
iajs-3922	316	2	,	,	PUNCT
iajs-3922	316	3	m.i	m.i	PROPN
iajs-3922	316	4	.	.	PROPN
iajs-3922	316	5	;	;	PUNCT
iajs-3922	316	6	tilioua	tilioua	ADV
iajs-3922	316	7	,	,	PUNCT
iajs-3922	316	8	a.	a.	NOUN
iajs-3922	316	9	prediction	prediction	NOUN
iajs-3922	316	10	of	of	ADP
iajs-3922	316	11	solar	solar	ADJ
iajs-3922	316	12	energy	energy	NOUN
iajs-3922	316	13	guided	guide	VERB
iajs-3922	316	14	by	by	ADP
iajs-3922	316	15	pearson	pearson	NOUN
iajs-3922	316	16	correlation	correlation	NOUN
iajs-3922	316	17	using	use	VERB
iajs-3922	316	18	machine	machine	NOUN
iajs-3922	316	19	learning	learning	NOUN
iajs-3922	316	20	.	.	PUNCT
iajs-3922	317	1	energy	energy	NOUN
iajs-3922	317	2	2021	2021	NUM
iajs-3922	317	3	,	,	PUNCT
iajs-3922	317	4	224	224	NUM
iajs-3922	317	5	,	,	PUNCT
iajs-3922	317	6	120109	120109	NUM
iajs-3922	317	7	.	.	PUNCT
iajs-3922	318	1	https://doi.org/10.1016/j.energy.2021.120109	https://doi.org/10.1016/j.energy.2021.120109	VERB
iajs-3922	318	2	23	23	NUM
iajs-3922	318	3	.	.	PUNCT
iajs-3922	319	1	liu	liu	PROPN
iajs-3922	319	2	,	,	PUNCT
iajs-3922	319	3	y.	y.	PROPN
iajs-3922	319	4	;	;	PUNCT
iajs-3922	319	5	li	li	PROPN
iajs-3922	319	6	,	,	PUNCT
iajs-3922	319	7	l.	l.	PROPN
iajs-3922	319	8	;	;	PUNCT
iajs-3922	319	9	zhou	zhou	PROPN
iajs-3922	319	10	,	,	PUNCT
iajs-3922	319	11	s.	s.	PROPN
iajs-3922	319	12	ensemble	ensemble	ADJ
iajs-3922	319	13	forecasting	forecasting	NOUN
iajs-3922	319	14	frame	frame	NOUN
iajs-3922	319	15	based	base	VERB
iajs-3922	319	16	on	on	ADP
iajs-3922	319	17	deep	deep	ADJ
iajs-3922	319	18	learning	learning	NOUN
iajs-3922	319	19	and	and	CCONJ
iajs-3922	319	20	multi	multi	ADJ
iajs-3922	319	21	-	-	ADJ
iajs-3922	319	22	objective	objective	ADJ
iajs-3922	319	23	optimization	optimization	NOUN
iajs-3922	319	24	for	for	ADP
iajs-3922	319	25	planning	plan	VERB
iajs-3922	319	26	solar	solar	ADJ
iajs-3922	319	27	energy	energy	NOUN
iajs-3922	319	28	management	management	NOUN
iajs-3922	319	29	:	:	PUNCT
iajs-3922	319	30	a	a	DET
iajs-3922	319	31	case	case	NOUN
iajs-3922	319	32	study	study	NOUN
iajs-3922	319	33	.	.	PUNCT
iajs-3922	320	1	frontiers	frontier	NOUN
iajs-3922	320	2	in	in	ADP
iajs-3922	320	3	energy	energy	NOUN
iajs-3922	320	4	research	research	NOUN
iajs-3922	320	5	2021	2021	NUM
iajs-3922	320	6	,	,	PUNCT
iajs-3922	320	7	9	9	NUM
iajs-3922	320	8	,	,	PUNCT
iajs-3922	320	9	764635	764635	NUM
iajs-3922	320	10	.	.	PUNCT
iajs-3922	321	1	https://doi.org/10.3389/fenrg.2021.764635	https://doi.org/10.3389/fenrg.2021.764635	PROPN
iajs-3922	321	2	24	24	NUM
iajs-3922	321	3	.	.	PUNCT
iajs-3922	321	4	khan	khan	PROPN
iajs-3922	321	5	,	,	PUNCT
iajs-3922	321	6	w.	w.	PROPN
iajs-3922	321	7	;	;	PUNCT
iajs-3922	321	8	walker	walker	PROPN
iajs-3922	321	9	,	,	PUNCT
iajs-3922	321	10	s.	s.	PROPN
iajs-3922	321	11	;	;	PUNCT
iajs-3922	321	12	zeiler	zeiler	PROPN
iajs-3922	321	13	,	,	PUNCT
iajs-3922	321	14	w.	w.	PROPN
iajs-3922	321	15	improved	improve	VERB
iajs-3922	321	16	solar	solar	ADJ
iajs-3922	321	17	photovoltaic	photovoltaic	NOUN
iajs-3922	321	18	energy	energy	NOUN
iajs-3922	321	19	generation	generation	NOUN
iajs-3922	321	20	forecast	forecast	NOUN
iajs-3922	321	21	using	use	VERB
iajs-3922	321	22	deep	deep	ADJ
iajs-3922	321	23	learning	learning	NOUN
iajs-3922	321	24	-	-	PUNCT
iajs-3922	321	25	based	base	VERB
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iajs-3922	321	28	approach	approach	NOUN
iajs-3922	321	29	.	.	PUNCT
iajs-3922	322	1	energy	energy	NOUN
iajs-3922	322	2	2022	2022	NUM
iajs-3922	322	3	,	,	PUNCT
iajs-3922	322	4	240	240	NUM
iajs-3922	322	5	,	,	PUNCT
iajs-3922	322	6	122812	122812	NUM
iajs-3922	322	7	.	.	PUNCT
iajs-3922	323	1	https://doi.org/10.1016/j.energy.2021.122812	https://doi.org/10.1016/j.energy.2021.122812	NOUN
iajs-3922	323	2	25	25	NUM
iajs-3922	323	3	.	.	PUNCT
iajs-3922	324	1	wang	wang	PROPN
iajs-3922	324	2	,	,	PUNCT
iajs-3922	324	3	l.	l.	PROPN
iajs-3922	324	4	;	;	PUNCT
iajs-3922	324	5	mao	mao	PROPN
iajs-3922	324	6	,	,	PUNCT
iajs-3922	324	7	m.	m.	NOUN
iajs-3922	324	8	;	;	PUNCT
iajs-3922	324	9	xie	xie	PROPN
iajs-3922	324	10	,	,	PUNCT
iajs-3922	324	11	j.	j.	PROPN
iajs-3922	324	12	;	;	PUNCT
iajs-3922	324	13	liao	liao	PROPN
iajs-3922	324	14	,	,	PUNCT
iajs-3922	324	15	z.	z.	PROPN
iajs-3922	324	16	;	;	PUNCT
iajs-3922	324	17	zhang	zhang	PROPN
iajs-3922	324	18	,	,	PUNCT
iajs-3922	324	19	h.	h.	PROPN
iajs-3922	324	20	;	;	PUNCT
iajs-3922	324	21	li	li	PROPN
iajs-3922	324	22	,	,	PUNCT
iajs-3922	324	23	h.	h.	PROPN
iajs-3922	324	24	accurate	accurate	PROPN
iajs-3922	324	25	solar	solar	ADJ
iajs-3922	324	26	pv	pv	NOUN
iajs-3922	324	27	power	power	NOUN
iajs-3922	324	28	prediction	prediction	NOUN
iajs-3922	324	29	interval	interval	NOUN
iajs-3922	324	30	method	method	NOUN
iajs-3922	324	31	based	base	VERB
iajs-3922	324	32	on	on	ADP
iajs-3922	324	33	frequency	frequency	NOUN
iajs-3922	324	34	-	-	PUNCT
iajs-3922	324	35	domain	domain	NOUN
iajs-3922	324	36	decomposition	decomposition	NOUN
iajs-3922	324	37	and	and	CCONJ
iajs-3922	324	38	lstm	lstm	NOUN
iajs-3922	324	39	model	model	NOUN
iajs-3922	324	40	.	.	PUNCT
iajs-3922	325	1	energy	energy	NOUN
iajs-3922	325	2	2023	2023	NUM
iajs-3922	325	3	,	,	PUNCT
iajs-3922	325	4	262	262	NUM
iajs-3922	325	5	,	,	PUNCT
iajs-3922	325	6	125592	125592	NUM
iajs-3922	325	7	.	.	PUNCT
iajs-3922	326	1	https://doi.org/10.1016/j.energy.2022.125592	https://doi.org/10.1016/j.energy.2022.125592	PROPN
iajs-3922	326	2	26	26	NUM
iajs-3922	326	3	.	.	PUNCT
iajs-3922	327	1	al	al	PROPN
iajs-3922	327	2	-	-	PUNCT
iajs-3922	327	3	ali	ali	PROPN
iajs-3922	327	4	,	,	PUNCT
iajs-3922	327	5	e.m	e.m	PROPN
iajs-3922	327	6	.	.	PROPN
iajs-3922	327	7	;	;	PUNCT
iajs-3922	327	8	hajji	hajji	PROPN
iajs-3922	327	9	,	,	PUNCT
iajs-3922	327	10	y.	y.	PROPN
iajs-3922	327	11	;	;	PUNCT
iajs-3922	327	12	said	say	VERB
iajs-3922	327	13	,	,	PUNCT
iajs-3922	327	14	y.	y.	PROPN
iajs-3922	327	15	;	;	PUNCT
iajs-3922	327	16	hleili	hleili	NOUN
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iajs-3922	327	18	m.	m.	NOUN
iajs-3922	327	19	;	;	PUNCT
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iajs-3922	327	21	,	,	PUNCT
iajs-3922	327	22	a.m.	a.m.	ADV
iajs-3922	327	23	;	;	PUNCT
iajs-3922	327	24	laatar	laatar	NOUN
iajs-3922	327	25	,	,	PUNCT
iajs-3922	327	26	a.h	a.h	PROPN
iajs-3922	327	27	.	.	PROPN
iajs-3922	327	28	;	;	PUNCT
iajs-3922	327	29	atri	atri	PROPN
iajs-3922	327	30	,	,	PUNCT
iajs-3922	327	31	m.	m.	NOUN
iajs-3922	327	32	solar	solar	ADJ
iajs-3922	327	33	energy	energy	NOUN
iajs-3922	327	34	production	production	NOUN
iajs-3922	327	35	forecasting	forecasting	NOUN
iajs-3922	327	36	based	base	VERB
iajs-3922	327	37	on	on	ADP
iajs-3922	327	38	a	a	DET
iajs-3922	327	39	hybrid	hybrid	ADJ
iajs-3922	327	40	cnn	cnn	PROPN
iajs-3922	327	41	-	-	PUNCT
iajs-3922	327	42	lstm	lstm	ADJ
iajs-3922	327	43	-	-	PUNCT
iajs-3922	327	44	transformer	transformer	NOUN
iajs-3922	327	45	model	model	NOUN
iajs-3922	327	46	.	.	PUNCT
iajs-3922	328	1	mathematics	mathematic	NOUN
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iajs-3922	328	3	,	,	PUNCT
iajs-3922	328	4	11(3	11(3	NUM
iajs-3922	328	5	)	)	PUNCT
iajs-3922	328	6	,	,	PUNCT
iajs-3922	328	7	676	676	NUM
iajs-3922	328	8	.	.	PUNCT
iajs-3922	329	1	https://doi.org/10.3390/math11030676	https://doi.org/10.3390/math11030676	NOUN
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iajs-3922	329	3	.	.	PUNCT
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iajs-3922	330	2	,	,	PUNCT
iajs-3922	330	3	a.	a.	PROPN
iajs-3922	330	4	;	;	PUNCT
iajs-3922	330	5	kamel	kamel	PROPN
iajs-3922	330	6	,	,	PUNCT
iajs-3922	330	7	r.m	r.m	PROPN
iajs-3922	330	8	.	.	PROPN
iajs-3922	330	9	;	;	PUNCT
iajs-3922	330	10	andoulsi	andoulsi	PROPN
iajs-3922	330	11	,	,	PUNCT
iajs-3922	330	12	r.	r.	PROPN
iajs-3922	330	13	;	;	PUNCT
iajs-3922	330	14	nagasaka	nagasaka	PROPN
iajs-3922	330	15	,	,	PUNCT
iajs-3922	330	16	k.	k.	NOUN
iajs-3922	331	1	multiobjective	multiobjective	ADJ
iajs-3922	331	2	intelligent	intelligent	ADJ
iajs-3922	331	3	energy	energy	NOUN
iajs-3922	331	4	management	management	NOUN
iajs-3922	331	5	for	for	ADP
iajs-3922	331	6	a	a	DET
iajs-3922	331	7	microgrid	microgrid	NOUN
iajs-3922	331	8	.	.	PUNCT
iajs-3922	332	1	ieee	ieee	NOUN
iajs-3922	332	2	transactions	transaction	NOUN
iajs-3922	332	3	on	on	ADP
iajs-3922	332	4	industrial	industrial	ADJ
iajs-3922	332	5	electronics	electronic	NOUN
iajs-3922	332	6	2012	2012	NUM
iajs-3922	332	7	,	,	PUNCT
iajs-3922	332	8	60	60	NUM
iajs-3922	332	9	,	,	PUNCT
iajs-3922	332	10	1688-1699.doi	1688-1699.doi	NUM
iajs-3922	332	11	:	:	PUNCT
iajs-3922	332	12	10.1109	10.1109	NUM
iajs-3922	332	13	/	/	SYM
iajs-3922	332	14	tie.2012.2188873	tie.2012.2188873	PROPN
iajs-3922	332	15	.	.	NOUN
iajs-3922	332	16	28	28	NUM
iajs-3922	332	17	.	.	PUNCT
iajs-3922	333	1	fu	fu	PROPN
iajs-3922	333	2	,	,	PUNCT
iajs-3922	333	3	t.	t.	PROPN
iajs-3922	333	4	;	;	PUNCT
iajs-3922	333	5	wang	wang	PROPN
iajs-3922	333	6	,	,	PUNCT
iajs-3922	333	7	c.	c.	PROPN
iajs-3922	333	8	;	;	PUNCT
iajs-3922	333	9	cheng	cheng	PROPN
iajs-3922	333	10	,	,	PUNCT
iajs-3922	333	11	n.	n.	PROPN
iajs-3922	333	12	deep	deep	ADJ
iajs-3922	333	13	-	-	PUNCT
iajs-3922	333	14	learning	learning	NOUN
iajs-3922	333	15	-	-	PUNCT
iajs-3922	333	16	based	base	VERB
iajs-3922	333	17	joint	joint	ADJ
iajs-3922	333	18	optimization	optimization	NOUN
iajs-3922	333	19	of	of	ADP
iajs-3922	333	20	renewable	renewable	ADJ
iajs-3922	333	21	energy	energy	NOUN
iajs-3922	333	22	storage	storage	NOUN
iajs-3922	333	23	and	and	CCONJ
iajs-3922	333	24	routing	routing	NOUN
iajs-3922	333	25	in	in	ADP
iajs-3922	333	26	vehicular	vehicular	ADJ
iajs-3922	333	27	energy	energy	NOUN
iajs-3922	333	28	network	network	NOUN
iajs-3922	333	29	.	.	PUNCT
iajs-3922	334	1	ieee	ieee	PROPN
iajs-3922	334	2	internet	internet	NOUN
iajs-3922	334	3	of	of	ADP
iajs-3922	334	4	things	thing	NOUN
iajs-3922	334	5	journal	journal	PROPN
iajs-3922	334	6	2020	2020	NUM
iajs-3922	334	7	,	,	PUNCT
iajs-3922	334	8	7(7	7(7	NUM
iajs-3922	334	9	)	)	PUNCT
iajs-3922	334	10	,	,	PUNCT
iajs-3922	334	11	6229	6229	NUM
iajs-3922	334	12	-	-	SYM
iajs-3922	334	13	6241	6241	NUM
iajs-3922	334	14	.	.	PUNCT
iajs-3922	335	1	https://doi.org/10.1109/jiot.2020.2966660	https://doi.org/10.1109/jiot.2020.2966660	X
iajs-3922	335	2	29	29	NUM
iajs-3922	335	3	.	.	X
iajs-3922	336	1	zhang	zhang	PROPN
iajs-3922	336	2	,	,	PUNCT
iajs-3922	336	3	g.	g.	PROPN
iajs-3922	336	4	;	;	PUNCT
iajs-3922	336	5	hu	hu	PROPN
iajs-3922	336	6	,	,	PUNCT
iajs-3922	336	7	w.	w.	PROPN
iajs-3922	336	8	;	;	PUNCT
iajs-3922	336	9	cao	cao	PROPN
iajs-3922	336	10	,	,	PUNCT
iajs-3922	336	11	d.	d.	PROPN
iajs-3922	336	12	;	;	PUNCT
iajs-3922	336	13	liu	liu	PROPN
iajs-3922	336	14	,	,	PUNCT
iajs-3922	336	15	w.	w.	PROPN
iajs-3922	336	16	;	;	PUNCT
iajs-3922	336	17	huang	huang	PROPN
iajs-3922	336	18	,	,	PUNCT
iajs-3922	336	19	r.	r.	PROPN
iajs-3922	336	20	;	;	PUNCT
iajs-3922	336	21	huang	huang	PROPN
iajs-3922	336	22	,	,	PUNCT
iajs-3922	336	23	q.	q.	PROPN
iajs-3922	336	24	;	;	PUNCT
iajs-3922	336	25	chen	chen	PROPN
iajs-3922	336	26	,	,	PUNCT
iajs-3922	336	27	z.	z.	PROPN
iajs-3922	336	28	;	;	PUNCT
iajs-3922	336	29	blaabjerg	blaabjerg	PROPN
iajs-3922	336	30	,	,	PUNCT
iajs-3922	336	31	f.	f.	PROPN
iajs-3922	336	32	data	data	PROPN
iajs-3922	336	33	-	-	PUNCT
iajs-3922	336	34	driven	drive	VERB
iajs-3922	336	35	optimal	optimal	ADJ
iajs-3922	336	36	energy	energy	NOUN
iajs-3922	336	37	management	management	NOUN
iajs-3922	336	38	for	for	ADP
iajs-3922	336	39	a	a	DET
iajs-3922	336	40	wind	wind	NOUN
iajs-3922	336	41	-	-	PUNCT
iajs-3922	336	42	solar	solar	ADJ
iajs-3922	336	43	-	-	PUNCT
iajs-3922	336	44	diesel	diesel	NOUN
iajs-3922	336	45	-	-	PUNCT
iajs-3922	336	46	battery	battery	NOUN
iajs-3922	336	47	-	-	PUNCT
iajs-3922	336	48	reverse	reverse	NOUN
iajs-3922	336	49	osmosis	osmosis	NOUN
iajs-3922	336	50	hybrid	hybrid	NOUN
iajs-3922	336	51	energy	energy	NOUN
iajs-3922	336	52	system	system	NOUN
iajs-3922	336	53	using	use	VERB
iajs-3922	336	54	a	a	DET
iajs-3922	336	55	deep	deep	ADJ
iajs-3922	336	56	reinforcement	reinforcement	NOUN
iajs-3922	336	57	learning	learning	NOUN
iajs-3922	336	58	approach	approach	NOUN
iajs-3922	336	59	.	.	PUNCT
iajs-3922	337	1	energy	energy	NOUN
iajs-3922	337	2	conversion	conversion	NOUN
iajs-3922	337	3	and	and	CCONJ
iajs-3922	337	4	management	management	NOUN
iajs-3922	337	5	2021	2021	NUM
iajs-3922	337	6	,	,	PUNCT
iajs-3922	337	7	227	227	NUM
iajs-3922	337	8	,	,	PUNCT
iajs-3922	337	9	113608	113608	NUM
iajs-3922	337	10	.	.	PUNCT
iajs-3922	338	1	https://doi.org/10.1016/j.enconman.2020.113608	https://doi.org/10.1016/j.enconman.2020.113608	PROPN
iajs-3922	338	2	30	30	NUM
iajs-3922	338	3	.	.	PUNCT
iajs-3922	339	1	mohammed	mohammed	PROPN
iajs-3922	339	2	,	,	PUNCT
iajs-3922	339	3	n.a	n.a	PROPN
iajs-3922	339	4	.	.	PROPN
iajs-3922	339	5	;	;	PUNCT
iajs-3922	339	6	al	al	PROPN
iajs-3922	339	7	-	-	PUNCT
iajs-3922	339	8	bazi	bazi	PROPN
iajs-3922	339	9	,	,	PUNCT
iajs-3922	339	10	a.	a.	NOUN
iajs-3922	339	11	management	management	NOUN
iajs-3922	339	12	of	of	ADP
iajs-3922	339	13	renewable	renewable	ADJ
iajs-3922	339	14	energy	energy	NOUN
iajs-3922	339	15	production	production	NOUN
iajs-3922	339	16	and	and	CCONJ
iajs-3922	339	17	distribution	distribution	NOUN
iajs-3922	339	18	planning	planning	NOUN
iajs-3922	339	19	using	use	VERB
iajs-3922	339	20	agent	agent	NOUN
iajs-3922	339	21	-	-	PUNCT
iajs-3922	339	22	based	base	VERB
iajs-3922	339	23	modelling	modelling	NOUN
iajs-3922	339	24	.	.	PUNCT
iajs-3922	340	1	renewable	renewable	ADJ
iajs-3922	340	2	energy	energy	NOUN
iajs-3922	340	3	2021	2021	NUM
iajs-3922	340	4	,	,	PUNCT
iajs-3922	340	5	164	164	NUM
iajs-3922	340	6	,	,	PUNCT
iajs-3922	340	7	509	509	NUM
iajs-3922	340	8	-	-	SYM
iajs-3922	340	9	520	520	NUM
iajs-3922	340	10	.	.	PUNCT
iajs-3922	341	1	https://doi.org/10.1016/j.renene.2020.08.159	https://doi.org/10.1016/j.renene.2020.08.159	PROPN
iajs-3922	341	2	31	31	NUM
iajs-3922	341	3	.	.	PUNCT
iajs-3922	342	1	yuan	yuan	PROPN
iajs-3922	342	2	,	,	PUNCT
iajs-3922	342	3	h.	h.	PROPN
iajs-3922	342	4	;	;	PUNCT
iajs-3922	342	5	tang	tang	PROPN
iajs-3922	342	6	,	,	PUNCT
iajs-3922	342	7	g.	g.	PROPN
iajs-3922	342	8	;	;	PUNCT
iajs-3922	342	9	guo	guo	PROPN
iajs-3922	342	10	,	,	PUNCT
iajs-3922	342	11	d.	d.	PROPN
iajs-3922	342	12	;	;	PUNCT
iajs-3922	342	13	wu	wu	PROPN
iajs-3922	342	14	,	,	PUNCT
iajs-3922	342	15	k.	k.	PROPN
iajs-3922	342	16	;	;	PUNCT
iajs-3922	342	17	shao	shao	PROPN
iajs-3922	342	18	,	,	PUNCT
iajs-3922	342	19	x.	x.	PROPN
iajs-3922	342	20	;	;	PUNCT
iajs-3922	342	21	yu	yu	PROPN
iajs-3922	342	22	,	,	PUNCT
iajs-3922	342	23	k.	k.	PROPN
iajs-3922	342	24	;	;	PUNCT
iajs-3922	342	25	wei	wei	PROPN
iajs-3922	342	26	,	,	PUNCT
iajs-3922	342	27	w.	w.	PROPN
iajs-3922	342	28	bess	bess	PROPN
iajs-3922	342	29	aided	aid	VERB
iajs-3922	342	30	renewable	renewable	ADJ
iajs-3922	342	31	energy	energy	NOUN
iajs-3922	342	32	supply	supply	NOUN
iajs-3922	342	33	using	use	VERB
iajs-3922	342	34	deep	deep	ADJ
iajs-3922	342	35	reinforcement	reinforcement	NOUN
iajs-3922	342	36	learning	learning	NOUN
iajs-3922	342	37	for	for	ADP
iajs-3922	342	38	5	5	NUM
iajs-3922	342	39	g	g	NOUN
iajs-3922	342	40	and	and	CCONJ
iajs-3922	342	41	beyond	beyond	ADP
iajs-3922	342	42	.	.	PUNCT
iajs-3922	343	1	ieee	ieee	NOUN
iajs-3922	343	2	transactions	transaction	NOUN
iajs-3922	343	3	on	on	ADP
iajs-3922	343	4	green	green	ADJ
iajs-3922	343	5	communications	communication	NOUN
iajs-3922	343	6	and	and	CCONJ
iajs-3922	343	7	networking	network	VERB
iajs-3922	343	8	2021	2021	NUM
iajs-3922	343	9	,	,	PUNCT
iajs-3922	343	10	6(2	6(2	NUM
iajs-3922	343	11	)	)	PUNCT
iajs-3922	343	12	,	,	PUNCT
iajs-3922	343	13	669	669	NUM
iajs-3922	343	14	-	-	SYM
iajs-3922	343	15	684	684	NUM
iajs-3922	343	16	.	.	PUNCT
iajs-3922	344	1	https://doi.org/10.1109/tgcn.2021.3136363	https://doi.org/10.1109/tgcn.2021.3136363	PROPN
iajs-3922	344	2	about	about	ADP
iajs-3922	344	3	:	:	PUNCT
iajs-3922	344	4	blank	blank	ADJ
iajs-3922	344	5	https://doi.org/10.1016/j.apenergy.2021.117704	https://doi.org/10.1016/j.apenergy.2021.117704	PROPN
iajs-3922	344	6	about	about	ADP
iajs-3922	344	7	:	:	PUNCT
iajs-3922	344	8	blank	blank	ADJ
iajs-3922	344	9	about	about	ADP
iajs-3922	344	10	:	:	PUNCT
iajs-3922	344	11	blank	blank	ADJ
iajs-3922	344	12	about	about	ADP
iajs-3922	344	13	:	:	PUNCT
iajs-3922	344	14	blank	blank	ADJ
iajs-3922	344	15	about	about	ADP
iajs-3922	344	16	:	:	PUNCT
iajs-3922	344	17	blank	blank	ADJ
iajs-3922	344	18	about	about	ADP
iajs-3922	344	19	:	:	PUNCT
iajs-3922	344	20	blank	blank	ADJ
iajs-3922	344	21	ihjpas	ihjpas	PROPN
iajs-3922	344	22	.	.	PUNCT
iajs-3922	345	1	2024	2024	NUM
iajs-3922	345	2	,	,	PUNCT
iajs-3922	345	3	37(4	37(4	NOUN
iajs-3922	345	4	)	)	PUNCT
iajs-3922	345	5	452	452	NUM
iajs-3922	345	6	32	32	NUM
iajs-3922	345	7	.	.	PUNCT
iajs-3922	346	1	al	al	PROPN
iajs-3922	346	2	-	-	PUNCT
iajs-3922	346	3	janabi	janabi	NOUN
iajs-3922	346	4	,	,	PUNCT
iajs-3922	346	5	s.	s.	PROPN
iajs-3922	346	6	;	;	PUNCT
iajs-3922	346	7	mohammed	mohammed	PROPN
iajs-3922	346	8	,	,	PUNCT
iajs-3922	346	9	g.	g.	PROPN
iajs-3922	346	10	an	an	DET
iajs-3922	346	11	intelligent	intelligent	ADJ
iajs-3922	346	12	returned	return	VERB
iajs-3922	346	13	energy	energy	NOUN
iajs-3922	346	14	model	model	NOUN
iajs-3922	346	15	of	of	ADP
iajs-3922	346	16	cell	cell	NOUN
iajs-3922	346	17	and	and	CCONJ
iajs-3922	346	18	grid	grid	NOUN
iajs-3922	346	19	using	use	VERB
iajs-3922	346	20	a	a	DET
iajs-3922	346	21	gain	gain	NOUN
iajs-3922	346	22	sharing	share	VERB
iajs-3922	346	23	knowledge	knowledge	NOUN
iajs-3922	346	24	enhanced	enhance	VERB
iajs-3922	346	25	long	long	ADJ
iajs-3922	346	26	short	short	ADJ
iajs-3922	346	27	-	-	PUNCT
iajs-3922	346	28	term	term	NOUN
iajs-3922	346	29	memory	memory	NOUN
iajs-3922	346	30	neural	neural	ADJ
iajs-3922	346	31	network	network	NOUN
iajs-3922	346	32	.	.	PUNCT
iajs-3922	347	1	the	the	DET
iajs-3922	347	2	journal	journal	NOUN
iajs-3922	347	3	of	of	ADP
iajs-3922	347	4	supercomputing	supercomputing	PROPN
iajs-3922	347	5	2024	2024	NUM
iajs-3922	347	6	,	,	PUNCT
iajs-3922	347	7	80(5	80(5	NUM
iajs-3922	347	8	)	)	PUNCT
iajs-3922	347	9	,	,	PUNCT
iajs-3922	347	10	5756	5756	NUM
iajs-3922	347	11	-	-	SYM
iajs-3922	347	12	5814	5814	NUM
iajs-3922	347	13	.	.	PUNCT
iajs-3922	348	1	https://doi.org/10.1007/s11227-023-05609-1	https://doi.org/10.1007/s11227-023-05609-1	NUM
iajs-3922	348	2	33	33	NUM
iajs-3922	348	3	.	.	PUNCT
iajs-3922	349	1	kharrich	kharrich	NOUN
iajs-3922	349	2	,	,	PUNCT
iajs-3922	349	3	m.	m.	NOUN
iajs-3922	349	4	;	;	PUNCT
iajs-3922	349	5	mohammed	mohammed	PROPN
iajs-3922	349	6	,	,	PUNCT
iajs-3922	349	7	o.h	o.h	PROPN
iajs-3922	349	8	.	.	PROPN
iajs-3922	349	9	;	;	PUNCT
iajs-3922	349	10	alshammari	alshammari	PROPN
iajs-3922	349	11	,	,	PUNCT
iajs-3922	349	12	n.	n.	NOUN
iajs-3922	349	13	;	;	PUNCT
iajs-3922	349	14	akherraz	akherraz	NOUN
iajs-3922	349	15	,	,	PUNCT
iajs-3922	349	16	m.	m.	NOUN
iajs-3922	349	17	multi	multi	ADJ
iajs-3922	349	18	-	-	ADJ
iajs-3922	349	19	objective	objective	ADJ
iajs-3922	349	20	optimization	optimization	NOUN
iajs-3922	349	21	and	and	CCONJ
iajs-3922	349	22	the	the	DET
iajs-3922	349	23	effect	effect	NOUN
iajs-3922	349	24	of	of	ADP
iajs-3922	349	25	the	the	DET
iajs-3922	349	26	economic	economic	ADJ
iajs-3922	349	27	factors	factor	NOUN
iajs-3922	349	28	on	on	ADP
iajs-3922	349	29	the	the	DET
iajs-3922	349	30	design	design	NOUN
iajs-3922	349	31	of	of	ADP
iajs-3922	349	32	the	the	DET
iajs-3922	349	33	microgrid	microgrid	ADJ
iajs-3922	349	34	hybrid	hybrid	NOUN
iajs-3922	349	35	system	system	NOUN
iajs-3922	349	36	.	.	PUNCT
iajs-3922	350	1	sustainable	sustainable	ADJ
iajs-3922	350	2	cities	city	NOUN
iajs-3922	350	3	and	and	CCONJ
iajs-3922	350	4	society	society	NOUN
iajs-3922	350	5	2021	2021	NUM
iajs-3922	350	6	,	,	PUNCT
iajs-3922	350	7	65	65	NUM
iajs-3922	350	8	,	,	PUNCT
iajs-3922	350	9	102646	102646	NUM
iajs-3922	350	10	.	.	PUNCT
iajs-3922	351	1	https://doi.org/10.1016/j.scs.2020.102646	https://doi.org/10.1016/j.scs.2020.102646	PROPN
iajs-3922	351	2	34	34	NUM
iajs-3922	351	3	.	.	PUNCT
iajs-3922	351	4	oryani	oryani	PROPN
iajs-3922	351	5	,	,	PUNCT
iajs-3922	351	6	b.	b.	PROPN
iajs-3922	351	7	;	;	PUNCT
iajs-3922	351	8	koo	koo	PROPN
iajs-3922	351	9	,	,	PUNCT
iajs-3922	351	10	y.	y.	NOUN
iajs-3922	351	11	;	;	PUNCT
iajs-3922	351	12	rezania	rezania	NOUN
iajs-3922	351	13	,	,	PUNCT
iajs-3922	351	14	s.	s.	PROPN
iajs-3922	351	15	;	;	PUNCT
iajs-3922	351	16	shafiee	shafiee	PROPN
iajs-3922	351	17	,	,	PUNCT
iajs-3922	351	18	a.	a.	NOUN
iajs-3922	351	19	barriers	barrier	NOUN
iajs-3922	351	20	to	to	ADP
iajs-3922	351	21	renewable	renewable	VERB
iajs-3922	351	22	energy	energy	NOUN
iajs-3922	351	23	technologies	technology	NOUN
iajs-3922	351	24	penetration	penetration	NOUN
iajs-3922	351	25	:	:	PUNCT
iajs-3922	351	26	perspective	perspective	NOUN
iajs-3922	351	27	in	in	ADP
iajs-3922	351	28	iran	iran	PROPN
iajs-3922	351	29	.	.	PUNCT
iajs-3922	352	1	renewable	renewable	ADJ
iajs-3922	352	2	energy	energy	NOUN
iajs-3922	352	3	2021	2021	NUM
iajs-3922	352	4	,	,	PUNCT
iajs-3922	352	5	174	174	NUM
iajs-3922	352	6	,	,	PUNCT
iajs-3922	352	7	971	971	NUM
iajs-3922	352	8	-	-	SYM
iajs-3922	352	9	983	983	NUM
iajs-3922	352	10	.	.	PUNCT
iajs-3922	353	1	https://doi.org/10.1016/j.renene.2021.04.052	https://doi.org/10.1016/j.renene.2021.04.052	PRON
iajs-3922	353	2	35	35	NUM
iajs-3922	353	3	.	.	PUNCT
iajs-3922	354	1	fares	fare	NOUN
iajs-3922	354	2	,	,	PUNCT
iajs-3922	354	3	d.	d.	PROPN
iajs-3922	354	4	;	;	PUNCT
iajs-3922	354	5	fathi	fathi	PROPN
iajs-3922	354	6	,	,	PUNCT
iajs-3922	354	7	m.	m.	NOUN
iajs-3922	354	8	;	;	PUNCT
iajs-3922	354	9	mekhilef	mekhilef	PROPN
iajs-3922	354	10	,	,	PUNCT
iajs-3922	354	11	s.	s.	PROPN
iajs-3922	354	12	performance	performance	NOUN
iajs-3922	354	13	evaluation	evaluation	NOUN
iajs-3922	354	14	of	of	ADP
iajs-3922	354	15	metaheuristic	metaheuristic	ADJ
iajs-3922	354	16	techniques	technique	NOUN
iajs-3922	354	17	for	for	ADP
iajs-3922	354	18	optimal	optimal	ADJ
iajs-3922	354	19	sizing	sizing	NOUN
iajs-3922	354	20	of	of	ADP
iajs-3922	354	21	a	a	DET
iajs-3922	354	22	stand	stand	VERB
iajs-3922	354	23	-	-	PUNCT
iajs-3922	354	24	alone	alone	ADV
iajs-3922	354	25	hybrid	hybrid	ADJ
iajs-3922	354	26	pv	pv	NOUN
iajs-3922	354	27	/	/	SYM
iajs-3922	354	28	wind	wind	NOUN
iajs-3922	354	29	/	/	SYM
iajs-3922	354	30	battery	battery	NOUN
iajs-3922	354	31	system	system	NOUN
iajs-3922	354	32	.	.	PUNCT
iajs-3922	355	1	applied	apply	VERB
iajs-3922	355	2	energy	energy	NOUN
iajs-3922	355	3	2022	2022	NUM
iajs-3922	355	4	,	,	PUNCT
iajs-3922	355	5	305	305	NUM
iajs-3922	355	6	,	,	PUNCT
iajs-3922	355	7	117823	117823	NUM
iajs-3922	355	8	.	.	PUNCT
iajs-3922	356	1	https://doi.org/10.1016/j.apenergy.2021.117823	https://doi.org/10.1016/j.apenergy.2021.117823	ADJ
iajs-3922	356	2	36	36	NUM
iajs-3922	356	3	.	.	PUNCT
iajs-3922	356	4	yaïci	yaïci	PROPN
iajs-3922	356	5	,	,	PUNCT
iajs-3922	356	6	w.	w.	PROPN
iajs-3922	356	7	;	;	PUNCT
iajs-3922	356	8	entchev	entchev	PROPN
iajs-3922	356	9	,	,	PUNCT
iajs-3922	356	10	e.	e.	PROPN
iajs-3922	356	11	;	;	PUNCT
iajs-3922	356	12	annuk	annuk	PROPN
iajs-3922	356	13	,	,	PUNCT
iajs-3922	356	14	a.	a.	NOUN
iajs-3922	356	15	;	;	PUNCT
iajs-3922	356	16	longo	longo	PROPN
iajs-3922	356	17	,	,	PUNCT
iajs-3922	356	18	m.	m.	NOUN
iajs-3922	356	19	hybrid	hybrid	ADJ
iajs-3922	356	20	renewable	renewable	ADJ
iajs-3922	356	21	energy	energy	NOUN
iajs-3922	356	22	systems	system	NOUN
iajs-3922	356	23	with	with	ADP
iajs-3922	356	24	hydrogen	hydrogen	NOUN
iajs-3922	356	25	and	and	CCONJ
iajs-3922	356	26	battery	battery	NOUN
iajs-3922	356	27	storage	storage	NOUN
iajs-3922	356	28	options	option	NOUN
iajs-3922	356	29	for	for	ADP
iajs-3922	356	30	stand	stand	VERB
iajs-3922	356	31	-	-	PUNCT
iajs-3922	356	32	alone	alone	ADV
iajs-3922	356	33	residential	residential	ADJ
iajs-3922	356	34	building	building	NOUN
iajs-3922	356	35	application	application	NOUN
iajs-3922	356	36	in	in	ADP
iajs-3922	356	37	canada	canada	PROPN
iajs-3922	356	38	.	.	PUNCT
iajs-3922	357	1	in	in	ADP
iajs-3922	357	2	proceedings	proceeding	NOUN
iajs-3922	357	3	of	of	ADP
iajs-3922	357	4	the	the	DET
iajs-3922	357	5	11th	11th	ADJ
iajs-3922	357	6	international	international	ADJ
iajs-3922	357	7	conference	conference	NOUN
iajs-3922	357	8	on	on	ADP
iajs-3922	357	9	renewable	renewable	ADJ
iajs-3922	357	10	energy	energy	NOUN
iajs-3922	357	11	research	research	NOUN
iajs-3922	357	12	and	and	CCONJ
iajs-3922	357	13	application	application	NOUN
iajs-3922	357	14	(	(	PUNCT
iajs-3922	357	15	icrera	icrera	NOUN
iajs-3922	357	16	)	)	PUNCT
iajs-3922	357	17	,	,	PUNCT
iajs-3922	357	18	istanbul	istanbul	PROPN
iajs-3922	357	19	,	,	PUNCT
iajs-3922	357	20	turkey	turkey	PROPN
iajs-3922	357	21	,	,	PUNCT
iajs-3922	357	22	2022	2022	NUM
iajs-3922	357	23	,	,	PUNCT
iajs-3922	357	24	317	317	NUM
iajs-3922	357	25	-	-	SYM
iajs-3922	357	26	323	323	NUM
iajs-3922	357	27	.	.	PUNCT
iajs-3922	358	1	https://doi.org/10.1109/icrera55966.2022.9922705	https://doi.org/10.1109/icrera55966.2022.9922705	NOUN
iajs-3922	358	2	37	37	NUM
iajs-3922	358	3	.	.	PUNCT
iajs-3922	359	1	izanloo	izanloo	VERB
iajs-3922	359	2	,	,	PUNCT
iajs-3922	359	3	m.	m.	NOUN
iajs-3922	359	4	;	;	PUNCT
iajs-3922	359	5	aslani	aslani	NOUN
iajs-3922	359	6	,	,	PUNCT
iajs-3922	359	7	a.	a.	NOUN
iajs-3922	359	8	;	;	PUNCT
iajs-3922	359	9	zahedi	zahedi	PROPN
iajs-3922	359	10	,	,	PUNCT
iajs-3922	359	11	r.	r.	PROPN
iajs-3922	359	12	development	development	PROPN
iajs-3922	359	13	of	of	ADP
iajs-3922	359	14	a	a	DET
iajs-3922	359	15	machine	machine	NOUN
iajs-3922	359	16	learning	learn	VERB
iajs-3922	359	17	assessment	assessment	NOUN
iajs-3922	359	18	method	method	NOUN
iajs-3922	359	19	for	for	ADP
iajs-3922	359	20	renewable	renewable	ADJ
iajs-3922	359	21	energy	energy	NOUN
iajs-3922	359	22	investment	investment	NOUN
iajs-3922	359	23	decision	decision	NOUN
iajs-3922	359	24	making	make	VERB
iajs-3922	359	25	.	.	PUNCT
iajs-3922	360	1	applied	apply	VERB
iajs-3922	360	2	energy	energy	NOUN
iajs-3922	360	3	2022	2022	NUM
iajs-3922	360	4	,	,	PUNCT
iajs-3922	360	5	327	327	NUM
iajs-3922	360	6	,	,	PUNCT
iajs-3922	360	7	120096	120096	NUM
iajs-3922	360	8	.	.	PUNCT
iajs-3922	361	1	https://doi.org/10.1016/j.apenergy.2022.120096	https://doi.org/10.1016/j.apenergy.2022.120096	ADJ
iajs-3922	361	2	about	about	ADP
iajs-3922	361	3	:	:	PUNCT
iajs-3922	361	4	blank	blank	ADJ
iajs-3922	361	5	about	about	ADP
iajs-3922	361	6	:	:	PUNCT
iajs-3922	361	7	blank	blank	ADJ
iajs-3922	361	8	about	about	ADP
iajs-3922	361	9	:	:	PUNCT
iajs-3922	361	10	blank	blank	ADJ