id	sid	tid	token	lemma	pos
cet-15711	1	1	doi	doi	NOUN
cet-15711	1	2	:	:	PUNCT
cet-15711	1	3	10.3303	10.3303	NUM
cet-15711	1	4	/	/	SYM
cet-15711	1	5	cet25120086	cet25120086	PROPN
cet-15711	1	6	paper	paper	NOUN
cet-15711	1	7	received	receive	VERB
cet-15711	1	8	:	:	PUNCT
cet-15711	1	9	14/04/2025	14/04/2025	NUM
cet-15711	1	10	;	;	PUNCT
cet-15711	1	11	revised	revise	VERB
cet-15711	1	12	:	:	PUNCT
cet-15711	1	13	25	25	NUM
cet-15711	1	14	august	august	PROPN
cet-15711	1	15	2025	2025	NUM
cet-15711	1	16	;	;	PUNCT
cet-15711	1	17	accepted	accept	VERB
cet-15711	1	18	:	:	PUNCT
cet-15711	1	19	28	28	NUM
cet-15711	1	20	september	september	PROPN
cet-15711	1	21	2025	2025	NUM
cet-15711	1	22	please	please	INTJ
cet-15711	1	23	cite	cite	VERB
cet-15711	1	24	this	this	DET
cet-15711	1	25	article	article	NOUN
cet-15711	1	26	as	as	ADP
cet-15711	1	27	:	:	PUNCT
cet-15711	1	28	bian	bian	PROPN
cet-15711	1	29	r.	r.	PROPN
cet-15711	1	30	,	,	PUNCT
cet-15711	1	31	he	he	PRON
cet-15711	1	32	r.	r.	PROPN
cet-15711	1	33	,	,	PUNCT
cet-15711	1	34	yan	yan	PROPN
cet-15711	1	35	x.	x.	PROPN
cet-15711	1	36	,	,	PUNCT
cet-15711	1	37	tong	tong	PROPN
cet-15711	1	38	x.	x.	NOUN
cet-15711	1	39	,	,	PUNCT
cet-15711	1	40	2025	2025	NUM
cet-15711	1	41	,	,	PUNCT
cet-15711	1	42	lstm	lstm	NOUN
cet-15711	1	43	-	-	PUNCT
cet-15711	1	44	driven	drive	VERB
cet-15711	1	45	predictive	predictive	ADJ
cet-15711	1	46	scheduling	scheduling	NOUN
cet-15711	1	47	for	for	ADP
cet-15711	1	48	green	green	ADJ
cet-15711	1	49	energy	energy	NOUN
cet-15711	1	50	-	-	PUNCT
cet-15711	1	51	hydrogen	hydrogen	NOUN
cet-15711	1	52	-	-	PUNCT
cet-15711	1	53	methanol	methanol	NOUN
cet-15711	1	54	integrated	integrate	VERB
cet-15711	1	55	system	system	NOUN
cet-15711	1	56	,	,	PUNCT
cet-15711	1	57	chemical	chemical	NOUN
cet-15711	1	58	engineering	engineering	NOUN
cet-15711	1	59	transactions	transaction	NOUN
cet-15711	1	60	,	,	PUNCT
cet-15711	1	61	120	120	NUM
cet-15711	1	62	,	,	PUNCT
cet-15711	1	63	511	511	NUM
cet-15711	1	64	-	-	SYM
cet-15711	1	65	516	516	NUM
cet-15711	1	66	doi:10.3303	doi:10.3303	NOUN
cet-15711	1	67	/	/	SYM
cet-15711	1	68	cet25120086	cet25120086	PROPN
cet-15711	1	69	chemical	chemical	PROPN
cet-15711	1	70	engineering	engineering	NOUN
cet-15711	1	71	transactions	transaction	NOUN
cet-15711	1	72	vol	vol	NOUN
cet-15711	1	73	.	.	PUNCT
cet-15711	2	1	120	120	NUM
cet-15711	2	2	,	,	PUNCT
cet-15711	2	3	2025	2025	NUM
cet-15711	2	4	a	a	DET
cet-15711	2	5	publication	publication	NOUN
cet-15711	2	6	of	of	ADP
cet-15711	2	7	the	the	DET
cet-15711	2	8	italian	italian	ADJ
cet-15711	2	9	association	association	NOUN
cet-15711	2	10	of	of	ADP
cet-15711	2	11	chemical	chemical	PROPN
cet-15711	2	12	engineering	engineering	NOUN
cet-15711	2	13	online	online	ADV
cet-15711	2	14	at	at	ADP
cet-15711	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15711	2	16	guest	guest	NOUN
cet-15711	2	17	editors	editor	NOUN
cet-15711	2	18	:	:	PUNCT
cet-15711	2	19	bing	bing	NOUN
cet-15711	2	20	shen	shen	NOUN
cet-15711	3	1	how	how	SCONJ
cet-15711	3	2	,	,	PUNCT
cet-15711	3	3	viknesh	viknesh	ADJ
cet-15711	3	4	andiappan	andiappan	NOUN
cet-15711	3	5	,	,	PUNCT
cet-15711	3	6	denny	denny	PROPN
cet-15711	3	7	k.s	k.s	PROPN
cet-15711	3	8	.	.	PROPN
cet-15711	3	9	ng	ng	PROPN
cet-15711	3	10	,	,	PUNCT
cet-15711	3	11	hon	hon	PROPN
cet-15711	3	12	loong	loong	PROPN
cet-15711	3	13	lam	lam	PROPN
cet-15711	3	14	,	,	PUNCT
cet-15711	3	15	petar	petar	PROPN
cet-15711	3	16	s.	s.	PROPN
cet-15711	3	17	varbanov	varbanov	PROPN
cet-15711	3	18	copyright	copyright	NOUN
cet-15711	3	19	©	©	PROPN
cet-15711	3	20	2025	2025	NUM
cet-15711	3	21	,	,	PUNCT
cet-15711	3	22	aidic	aidic	ADJ
cet-15711	3	23	servizi	servizi	PROPN
cet-15711	3	24	s.r.l	s.r.l	NOUN
cet-15711	3	25	.	.	PUNCT
cet-15711	4	1	isbn	isbn	PROPN
cet-15711	4	2	979	979	NUM
cet-15711	4	3	-	-	SYM
cet-15711	4	4	12	12	NUM
cet-15711	4	5	-	-	PUNCT
cet-15711	4	6	81206	81206	NUM
cet-15711	4	7	-	-	PUNCT
cet-15711	4	8	21	21	NUM
cet-15711	4	9	-	-	SYM
cet-15711	4	10	2	2	NUM
cet-15711	4	11	;	;	PUNCT
cet-15711	4	12	issn	issn	PROPN
cet-15711	4	13	2283	2283	NUM
cet-15711	4	14	-	-	SYM
cet-15711	4	15	9216	9216	NUM
cet-15711	4	16	lstm	lstm	NOUN
cet-15711	4	17	-	-	PUNCT
cet-15711	4	18	driven	drive	VERB
cet-15711	4	19	predictive	predictive	ADJ
cet-15711	4	20	scheduling	scheduling	NOUN
cet-15711	4	21	for	for	ADP
cet-15711	4	22	green	green	ADJ
cet-15711	4	23	energyhydrogen	energyhydrogen	NOUN
cet-15711	4	24	-	-	PUNCT
cet-15711	4	25	methanol	methanol	NOUN
cet-15711	4	26	integrated	integrate	VERB
cet-15711	4	27	system	system	NOUN
cet-15711	4	28	rui	rui	PROPN
cet-15711	4	29	biana	biana	PROPN
cet-15711	4	30	,	,	PUNCT
cet-15711	4	31	renchu	renchu	PROPN
cet-15711	4	32	hea	hea	PROPN
cet-15711	4	33	,	,	PUNCT
cet-15711	4	34	*	*	PROPN
cet-15711	4	35	,	,	PUNCT
cet-15711	4	36	xinyu	xinyu	PROPN
cet-15711	4	37	yana	yana	PROPN
cet-15711	4	38	,	,	PUNCT
cet-15711	4	39	xinglin	xinglin	PROPN
cet-15711	4	40	tongb	tongb	VERB
cet-15711	4	41	adepartment	adepartment	NOUN
cet-15711	4	42	of	of	ADP
cet-15711	4	43	automation	automation	NOUN
cet-15711	4	44	,	,	PUNCT
cet-15711	4	45	college	college	NOUN
cet-15711	4	46	of	of	ADP
cet-15711	4	47	artificial	artificial	ADJ
cet-15711	4	48	intelligence	intelligence	NOUN
cet-15711	4	49	,	,	PUNCT
cet-15711	4	50	china	china	PROPN
cet-15711	4	51	university	university	PROPN
cet-15711	4	52	of	of	ADP
cet-15711	4	53	petroleum	petroleum	PROPN
cet-15711	4	54	,	,	PUNCT
cet-15711	4	55	beijing	beijing	PROPN
cet-15711	4	56	,	,	PUNCT
cet-15711	4	57	102249	102249	NUM
cet-15711	4	58	,	,	PUNCT
cet-15711	4	59	china	china	PROPN
cet-15711	4	60	bwuhan	bwuhan	PROPN
cet-15711	4	61	university	university	PROPN
cet-15711	4	62	of	of	ADP
cet-15711	4	63	technology	technology	PROPN
cet-15711	4	64	,	,	PUNCT
cet-15711	4	65	wuhan	wuhan	PROPN
cet-15711	4	66	,	,	PUNCT
cet-15711	4	67	430070	430070	NUM
cet-15711	4	68	,	,	PUNCT
cet-15711	4	69	china	china	PROPN
cet-15711	4	70	rche@cup.edu.cn	rche@cup.edu.cn	PROPN
cet-15711	4	71	this	this	DET
cet-15711	4	72	study	study	NOUN
cet-15711	4	73	proposes	propose	VERB
cet-15711	4	74	an	an	DET
cet-15711	4	75	optimization	optimization	NOUN
cet-15711	4	76	scheduling	scheduling	NOUN
cet-15711	4	77	model	model	NOUN
cet-15711	4	78	for	for	ADP
cet-15711	4	79	the	the	DET
cet-15711	4	80	green	green	ADJ
cet-15711	4	81	energy	energy	NOUN
cet-15711	4	82	-	-	PUNCT
cet-15711	4	83	hydrogen	hydrogen	NOUN
cet-15711	4	84	-	-	PUNCT
cet-15711	4	85	methanol	methanol	NOUN
cet-15711	4	86	integrated	integrate	VERB
cet-15711	4	87	system	system	NOUN
cet-15711	4	88	(	(	PUNCT
cet-15711	4	89	gehmis	gehmis	PROPN
cet-15711	4	90	)	)	PUNCT
cet-15711	4	91	based	base	VERB
cet-15711	4	92	on	on	ADP
cet-15711	4	93	the	the	DET
cet-15711	4	94	long	long	ADJ
cet-15711	4	95	short	short	ADJ
cet-15711	4	96	-	-	PUNCT
cet-15711	4	97	term	term	NOUN
cet-15711	4	98	memory	memory	NOUN
cet-15711	4	99	(	(	PUNCT
cet-15711	4	100	lstm	lstm	NOUN
cet-15711	4	101	)	)	PUNCT
cet-15711	4	102	network	network	NOUN
cet-15711	4	103	,	,	PUNCT
cet-15711	4	104	aimed	aim	VERB
cet-15711	4	105	at	at	ADP
cet-15711	4	106	achieving	achieve	VERB
cet-15711	4	107	efficient	efficient	ADJ
cet-15711	4	108	,	,	PUNCT
cet-15711	4	109	stable	stable	ADJ
cet-15711	4	110	,	,	PUNCT
cet-15711	4	111	and	and	CCONJ
cet-15711	4	112	economical	economical	ADJ
cet-15711	4	113	operation	operation	NOUN
cet-15711	4	114	of	of	ADP
cet-15711	4	115	renewable	renewable	ADJ
cet-15711	4	116	energy	energy	NOUN
cet-15711	4	117	systems	system	NOUN
cet-15711	4	118	.	.	PUNCT
cet-15711	5	1	in	in	ADP
cet-15711	5	2	response	response	NOUN
cet-15711	5	3	to	to	ADP
cet-15711	5	4	the	the	DET
cet-15711	5	5	fluctuations	fluctuation	NOUN
cet-15711	5	6	and	and	CCONJ
cet-15711	5	7	uncertainties	uncertainty	NOUN
cet-15711	5	8	in	in	ADP
cet-15711	5	9	the	the	DET
cet-15711	5	10	output	output	NOUN
cet-15711	5	11	of	of	ADP
cet-15711	5	12	wind	wind	NOUN
cet-15711	5	13	and	and	CCONJ
cet-15711	5	14	solar	solar	ADJ
cet-15711	5	15	energy	energy	NOUN
cet-15711	5	16	,	,	PUNCT
cet-15711	5	17	this	this	DET
cet-15711	5	18	paper	paper	NOUN
cet-15711	5	19	introduces	introduce	VERB
cet-15711	5	20	the	the	DET
cet-15711	5	21	lstm	lstm	PROPN
cet-15711	5	22	network	network	NOUN
cet-15711	5	23	to	to	PART
cet-15711	5	24	accurately	accurately	ADV
cet-15711	5	25	predict	predict	VERB
cet-15711	5	26	wind	wind	NOUN
cet-15711	5	27	speed	speed	NOUN
cet-15711	5	28	and	and	CCONJ
cet-15711	5	29	temperature	temperature	NOUN
cet-15711	5	30	using	use	VERB
cet-15711	5	31	historical	historical	ADJ
cet-15711	5	32	data	datum	NOUN
cet-15711	5	33	.	.	PUNCT
cet-15711	6	1	the	the	DET
cet-15711	6	2	integrated	integrate	VERB
cet-15711	6	3	system	system	NOUN
cet-15711	6	4	model	model	NOUN
cet-15711	6	5	developed	develop	VERB
cet-15711	6	6	in	in	ADP
cet-15711	6	7	this	this	DET
cet-15711	6	8	study	study	NOUN
cet-15711	6	9	covers	cover	VERB
cet-15711	6	10	key	key	ADJ
cet-15711	6	11	processes	process	NOUN
cet-15711	6	12	such	such	ADJ
cet-15711	6	13	as	as	ADP
cet-15711	6	14	wind	wind	NOUN
cet-15711	6	15	and	and	CCONJ
cet-15711	6	16	solar	solar	ADJ
cet-15711	6	17	power	power	NOUN
cet-15711	6	18	generation	generation	NOUN
cet-15711	6	19	,	,	PUNCT
cet-15711	6	20	water	water	NOUN
cet-15711	6	21	electrolysis	electrolysis	NOUN
cet-15711	6	22	for	for	ADP
cet-15711	6	23	hydrogen	hydrogen	NOUN
cet-15711	6	24	production	production	NOUN
cet-15711	6	25	,	,	PUNCT
cet-15711	6	26	hydrogen	hydrogen	NOUN
cet-15711	6	27	storage	storage	NOUN
cet-15711	6	28	and	and	CCONJ
cet-15711	6	29	transportation	transportation	NOUN
cet-15711	6	30	,	,	PUNCT
cet-15711	6	31	and	and	CCONJ
cet-15711	6	32	methanol	methanol	NOUN
cet-15711	6	33	synthesis	synthesis	NOUN
cet-15711	6	34	.	.	PUNCT
cet-15711	7	1	the	the	DET
cet-15711	7	2	objective	objective	NOUN
cet-15711	7	3	of	of	ADP
cet-15711	7	4	this	this	DET
cet-15711	7	5	research	research	NOUN
cet-15711	7	6	is	be	AUX
cet-15711	7	7	to	to	PART
cet-15711	7	8	maximize	maximize	VERB
cet-15711	7	9	the	the	DET
cet-15711	7	10	overall	overall	ADJ
cet-15711	7	11	system	system	NOUN
cet-15711	7	12	profit	profit	NOUN
cet-15711	7	13	by	by	ADP
cet-15711	7	14	developing	develop	VERB
cet-15711	7	15	a	a	DET
cet-15711	7	16	multi	multi	ADJ
cet-15711	7	17	-	-	ADJ
cet-15711	7	18	constraint	constraint	ADJ
cet-15711	7	19	mathematical	mathematical	ADJ
cet-15711	7	20	optimization	optimization	NOUN
cet-15711	7	21	model	model	NOUN
cet-15711	7	22	that	that	PRON
cet-15711	7	23	takes	take	VERB
cet-15711	7	24	into	into	ADP
cet-15711	7	25	account	account	NOUN
cet-15711	7	26	multiple	multiple	ADJ
cet-15711	7	27	factors	factor	NOUN
cet-15711	7	28	,	,	PUNCT
cet-15711	7	29	including	include	VERB
cet-15711	7	30	hydrogen	hydrogen	NOUN
cet-15711	7	31	and	and	CCONJ
cet-15711	7	32	methanol	methanol	NOUN
cet-15711	7	33	production	production	NOUN
cet-15711	7	34	efficiencies	efficiency	NOUN
cet-15711	7	35	,	,	PUNCT
cet-15711	7	36	hydrogen	hydrogen	NOUN
cet-15711	7	37	consumption	consumption	NOUN
cet-15711	7	38	,	,	PUNCT
cet-15711	7	39	operation	operation	NOUN
cet-15711	7	40	and	and	CCONJ
cet-15711	7	41	maintenance	maintenance	NOUN
cet-15711	7	42	costs	cost	NOUN
cet-15711	7	43	,	,	PUNCT
cet-15711	7	44	electricity	electricity	NOUN
cet-15711	7	45	price	price	NOUN
cet-15711	7	46	fluctuations	fluctuation	NOUN
cet-15711	7	47	,	,	PUNCT
cet-15711	7	48	grid	grid	NOUN
cet-15711	7	49	interactions	interaction	NOUN
cet-15711	7	50	,	,	PUNCT
cet-15711	7	51	and	and	CCONJ
cet-15711	7	52	carbon	carbon	NOUN
cet-15711	7	53	dioxide	dioxide	NOUN
cet-15711	7	54	costs	cost	NOUN
cet-15711	7	55	.	.	PUNCT
cet-15711	8	1	compared	compare	VERB
cet-15711	8	2	to	to	ADP
cet-15711	8	3	traditional	traditional	ADJ
cet-15711	8	4	random	random	ADJ
cet-15711	8	5	resource	resource	NOUN
cet-15711	8	6	allocation	allocation	NOUN
cet-15711	8	7	strategies	strategy	NOUN
cet-15711	8	8	,	,	PUNCT
cet-15711	8	9	the	the	DET
cet-15711	8	10	proposed	propose	VERB
cet-15711	8	11	optimization	optimization	NOUN
cet-15711	8	12	model	model	NOUN
cet-15711	8	13	demonstrates	demonstrate	VERB
cet-15711	8	14	significant	significant	ADJ
cet-15711	8	15	advantages	advantage	NOUN
cet-15711	8	16	in	in	ADP
cet-15711	8	17	terms	term	NOUN
cet-15711	8	18	of	of	ADP
cet-15711	8	19	economic	economic	ADJ
cet-15711	8	20	benefits	benefit	NOUN
cet-15711	8	21	and	and	CCONJ
cet-15711	8	22	energy	energy	NOUN
cet-15711	8	23	utilization	utilization	NOUN
cet-15711	8	24	efficiency	efficiency	NOUN
cet-15711	8	25	:	:	PUNCT
cet-15711	8	26	the	the	DET
cet-15711	8	27	overall	overall	ADJ
cet-15711	8	28	system	system	NOUN
cet-15711	8	29	profit	profit	NOUN
cet-15711	8	30	increased	increase	VERB
cet-15711	8	31	by	by	ADP
cet-15711	8	32	approximately	approximately	ADV
cet-15711	8	33	68.3	68.3	NUM
cet-15711	8	34	%	%	NOUN
cet-15711	8	35	,	,	PUNCT
cet-15711	8	36	and	and	CCONJ
cet-15711	8	37	the	the	DET
cet-15711	8	38	hydrogen	hydrogen	NOUN
cet-15711	8	39	utilization	utilization	NOUN
cet-15711	8	40	rate	rate	NOUN
cet-15711	8	41	improved	improve	VERB
cet-15711	8	42	by	by	ADP
cet-15711	8	43	30	30	NUM
cet-15711	8	44	%	%	NOUN
cet-15711	8	45	.	.	PUNCT
cet-15711	9	1	this	this	PRON
cet-15711	9	2	provides	provide	VERB
cet-15711	9	3	important	important	ADJ
cet-15711	9	4	technical	technical	ADJ
cet-15711	9	5	support	support	NOUN
cet-15711	9	6	and	and	CCONJ
cet-15711	9	7	a	a	DET
cet-15711	9	8	practical	practical	ADJ
cet-15711	9	9	pathway	pathway	NOUN
cet-15711	9	10	for	for	ADP
cet-15711	9	11	the	the	DET
cet-15711	9	12	large	large	ADJ
cet-15711	9	13	-	-	PUNCT
cet-15711	9	14	scale	scale	NOUN
cet-15711	9	15	application	application	NOUN
cet-15711	9	16	of	of	ADP
cet-15711	9	17	green	green	ADJ
cet-15711	9	18	energy	energy	NOUN
cet-15711	9	19	and	and	CCONJ
cet-15711	9	20	the	the	DET
cet-15711	9	21	global	global	ADJ
cet-15711	9	22	transition	transition	NOUN
cet-15711	9	23	to	to	ADP
cet-15711	9	24	sustainable	sustainable	ADJ
cet-15711	9	25	energy	energy	NOUN
cet-15711	9	26	.	.	PUNCT
cet-15711	10	1	1	1	X
cet-15711	10	2	.	.	X
cet-15711	10	3	introduction	introduction	NOUN
cet-15711	10	4	amid	amid	ADP
cet-15711	10	5	growing	grow	VERB
cet-15711	10	6	global	global	ADJ
cet-15711	10	7	energy	energy	NOUN
cet-15711	10	8	crisis	crisis	NOUN
cet-15711	10	9	and	and	CCONJ
cet-15711	10	10	environmental	environmental	ADJ
cet-15711	10	11	challenges	challenge	NOUN
cet-15711	10	12	,	,	PUNCT
cet-15711	10	13	the	the	DET
cet-15711	10	14	over	over	NOUN
cet-15711	10	15	-	-	PUNCT
cet-15711	10	16	reliance	reliance	NOUN
cet-15711	10	17	on	on	ADP
cet-15711	10	18	traditional	traditional	ADJ
cet-15711	10	19	energy	energy	NOUN
cet-15711	10	20	sources	source	NOUN
cet-15711	10	21	has	have	AUX
cet-15711	10	22	created	create	VERB
cet-15711	10	23	pressing	press	VERB
cet-15711	10	24	issues	issue	NOUN
cet-15711	10	25	,	,	PUNCT
cet-15711	10	26	necessitating	necessitate	VERB
cet-15711	10	27	urgent	urgent	ADJ
cet-15711	10	28	development	development	NOUN
cet-15711	10	29	of	of	ADP
cet-15711	10	30	clean	clean	ADJ
cet-15711	10	31	and	and	CCONJ
cet-15711	10	32	sustainable	sustainable	ADJ
cet-15711	10	33	energy	energy	NOUN
cet-15711	10	34	solutions	solution	NOUN
cet-15711	10	35	(	(	PUNCT
cet-15711	10	36	wang	wang	PROPN
cet-15711	10	37	et	et	PROPN
cet-15711	10	38	al	al	PROPN
cet-15711	10	39	.	.	PROPN
cet-15711	10	40	,	,	PUNCT
cet-15711	10	41	2023	2023	NUM
cet-15711	10	42	)	)	PUNCT
cet-15711	10	43	.	.	PUNCT
cet-15711	11	1	while	while	SCONJ
cet-15711	11	2	renewable	renewable	ADJ
cet-15711	11	3	energies	energy	NOUN
cet-15711	11	4	like	like	ADP
cet-15711	11	5	wind	wind	NOUN
cet-15711	11	6	and	and	CCONJ
cet-15711	11	7	solar	solar	ADJ
cet-15711	11	8	power	power	NOUN
cet-15711	11	9	face	face	NOUN
cet-15711	11	10	integration	integration	NOUN
cet-15711	11	11	and	and	CCONJ
cet-15711	11	12	storage	storage	NOUN
cet-15711	11	13	challenges	challenge	NOUN
cet-15711	11	14	in	in	ADP
cet-15711	11	15	large	large	ADJ
cet-15711	11	16	-	-	PUNCT
cet-15711	11	17	scale	scale	NOUN
cet-15711	11	18	applications	application	NOUN
cet-15711	11	19	,	,	PUNCT
cet-15711	11	20	hydrogen	hydrogen	NOUN
cet-15711	11	21	and	and	CCONJ
cet-15711	11	22	methanol	methanol	NOUN
cet-15711	11	23	have	have	AUX
cet-15711	11	24	emerged	emerge	VERB
cet-15711	11	25	as	as	ADP
cet-15711	11	26	promising	promise	VERB
cet-15711	11	27	clean	clean	ADJ
cet-15711	11	28	energy	energy	NOUN
cet-15711	11	29	carriers	carrier	NOUN
cet-15711	11	30	(	(	PUNCT
cet-15711	11	31	mazzeo	mazzeo	NOUN
cet-15711	11	32	et	et	PROPN
cet-15711	11	33	al	al	PROPN
cet-15711	11	34	.	.	PROPN
cet-15711	11	35	,	,	PUNCT
cet-15711	11	36	2022	2022	NUM
cet-15711	11	37	)	)	PUNCT
cet-15711	11	38	.	.	PUNCT
cet-15711	12	1	the	the	DET
cet-15711	12	2	wind	wind	NOUN
cet-15711	12	3	-	-	PUNCT
cet-15711	12	4	solar	solar	ADJ
cet-15711	12	5	hydrogen	hydrogen	NOUN
cet-15711	12	6	-	-	PUNCT
cet-15711	12	7	to	to	ADP
cet-15711	12	8	-	-	PUNCT
cet-15711	12	9	methanol	methanol	NOUN
cet-15711	12	10	technology	technology	NOUN
cet-15711	12	11	not	not	PART
cet-15711	12	12	only	only	ADV
cet-15711	12	13	enhances	enhance	VERB
cet-15711	12	14	renewable	renewable	ADJ
cet-15711	12	15	energy	energy	NOUN
cet-15711	12	16	utilization	utilization	NOUN
cet-15711	12	17	but	but	CCONJ
cet-15711	12	18	also	also	ADV
cet-15711	12	19	contributes	contribute	VERB
cet-15711	12	20	to	to	ADP
cet-15711	12	21	co₂	co₂	NOUN
cet-15711	12	22	reduction	reduction	NOUN
cet-15711	12	23	,	,	PUNCT
cet-15711	12	24	offering	offer	VERB
cet-15711	12	25	significant	significant	ADJ
cet-15711	12	26	environmental	environmental	ADJ
cet-15711	12	27	advantages	advantage	NOUN
cet-15711	12	28	.	.	PUNCT
cet-15711	13	1	however	however	ADV
cet-15711	13	2	,	,	PUNCT
cet-15711	13	3	the	the	DET
cet-15711	13	4	intermittent	intermittent	ADJ
cet-15711	13	5	nature	nature	NOUN
cet-15711	13	6	of	of	ADP
cet-15711	13	7	wind	wind	NOUN
cet-15711	13	8	and	and	CCONJ
cet-15711	13	9	solar	solar	ADJ
cet-15711	13	10	power	power	NOUN
cet-15711	13	11	complicates	complicate	VERB
cet-15711	13	12	accurate	accurate	ADJ
cet-15711	13	13	forecasting	forecasting	NOUN
cet-15711	13	14	and	and	CCONJ
cet-15711	13	15	scheduling	scheduling	NOUN
cet-15711	13	16	using	use	VERB
cet-15711	13	17	conventional	conventional	ADJ
cet-15711	13	18	methods	method	NOUN
cet-15711	13	19	.	.	PUNCT
cet-15711	14	1	long	long	ADJ
cet-15711	14	2	short	short	ADJ
cet-15711	14	3	-	-	PUNCT
cet-15711	14	4	term	term	NOUN
cet-15711	14	5	memory	memory	NOUN
cet-15711	14	6	(	(	PUNCT
cet-15711	14	7	lstm	lstm	NOUN
cet-15711	14	8	)	)	PUNCT
cet-15711	14	9	networks	network	NOUN
cet-15711	14	10	,	,	PUNCT
cet-15711	14	11	a	a	DET
cet-15711	14	12	specialized	specialized	ADJ
cet-15711	14	13	recurrent	recurrent	ADJ
cet-15711	14	14	neural	neural	ADJ
cet-15711	14	15	network	network	NOUN
cet-15711	14	16	(	(	PUNCT
cet-15711	14	17	rnn	rnn	PROPN
cet-15711	14	18	)	)	PUNCT
cet-15711	14	19	architecture	architecture	NOUN
cet-15711	14	20	introduced	introduce	VERB
cet-15711	14	21	by	by	ADP
cet-15711	14	22	hochreiter	hochreiter	PROPN
cet-15711	14	23	and	and	CCONJ
cet-15711	14	24	schmidhuber	schmidhuber	NOUN
cet-15711	14	25	(	(	PUNCT
cet-15711	14	26	1997	1997	NUM
cet-15711	14	27	)	)	PUNCT
cet-15711	14	28	in	in	ADP
cet-15711	14	29	1997	1997	NUM
cet-15711	14	30	,	,	PUNCT
cet-15711	14	31	demonstrated	demonstrate	VERB
cet-15711	14	32	exceptional	exceptional	ADJ
cet-15711	14	33	capability	capability	NOUN
cet-15711	14	34	in	in	ADP
cet-15711	14	35	capturing	capture	VERB
cet-15711	14	36	long	long	ADJ
cet-15711	14	37	-	-	PUNCT
cet-15711	14	38	term	term	NOUN
cet-15711	14	39	dependencies	dependency	NOUN
cet-15711	14	40	and	and	CCONJ
cet-15711	14	41	have	have	AUX
cet-15711	14	42	been	be	AUX
cet-15711	14	43	widely	widely	ADV
cet-15711	14	44	adopted	adopt	VERB
cet-15711	14	45	for	for	ADP
cet-15711	14	46	renewable	renewable	ADJ
cet-15711	14	47	energy	energy	NOUN
cet-15711	14	48	forecasting	forecasting	NOUN
cet-15711	14	49	(	(	PUNCT
cet-15711	14	50	sherstinsky	sherstinsky	ADJ
cet-15711	14	51	,	,	PUNCT
cet-15711	14	52	2020	2020	NUM
cet-15711	14	53	)	)	PUNCT
cet-15711	14	54	.	.	PUNCT
cet-15711	15	1	al	al	PROPN
cet-15711	15	2	-	-	PUNCT
cet-15711	15	3	qaness	qaness	PROPN
cet-15711	15	4	et	et	PROPN
cet-15711	15	5	al	al	PROPN
cet-15711	15	6	.	.	PROPN
cet-15711	16	1	(	(	PUNCT
cet-15711	16	2	2024	2024	NUM
cet-15711	16	3	)	)	PUNCT
cet-15711	16	4	achieved	achieve	VERB
cet-15711	16	5	improved	improved	ADJ
cet-15711	16	6	wind	wind	NOUN
cet-15711	16	7	power	power	NOUN
cet-15711	16	8	prediction	prediction	NOUN
cet-15711	16	9	accuracy	accuracy	NOUN
cet-15711	16	10	by	by	ADP
cet-15711	16	11	integrating	integrate	VERB
cet-15711	16	12	lstm	lstm	NOUN
cet-15711	16	13	with	with	ADP
cet-15711	16	14	optimization	optimization	NOUN
cet-15711	16	15	algorithms	algorithm	NOUN
cet-15711	16	16	.	.	PUNCT
cet-15711	17	1	in	in	ADP
cet-15711	17	2	the	the	DET
cet-15711	17	3	context	context	NOUN
cet-15711	17	4	of	of	ADP
cet-15711	17	5	energy	energy	NOUN
cet-15711	17	6	economic	economic	ADJ
cet-15711	17	7	efficiency	efficiency	NOUN
cet-15711	17	8	,	,	PUNCT
cet-15711	17	9	the	the	DET
cet-15711	17	10	concept	concept	NOUN
cet-15711	17	11	of	of	ADP
cet-15711	17	12	the	the	DET
cet-15711	17	13	methanol	methanol	NOUN
cet-15711	17	14	economy	economy	NOUN
cet-15711	17	15	proposed	propose	VERB
cet-15711	17	16	by	by	ADP
cet-15711	17	17	prakash	prakash	PROPN
cet-15711	17	18	et	et	PROPN
cet-15711	17	19	al	al	PROPN
cet-15711	17	20	.	.	PROPN
cet-15711	18	1	(	(	PUNCT
cet-15711	18	2	2011	2011	NUM
cet-15711	18	3	)	)	PUNCT
cet-15711	18	4	regarded	regard	VERB
cet-15711	18	5	the	the	DET
cet-15711	18	6	hydrogenation	hydrogenation	NOUN
cet-15711	18	7	of	of	ADP
cet-15711	18	8	co₂	co₂	NOUN
cet-15711	18	9	to	to	PART
cet-15711	18	10	methanol	methanol	VERB
cet-15711	18	11	as	as	ADP
cet-15711	18	12	one	one	NUM
cet-15711	18	13	of	of	ADP
cet-15711	18	14	the	the	DET
cet-15711	18	15	most	most	ADV
cet-15711	18	16	attractive	attractive	ADJ
cet-15711	18	17	and	and	CCONJ
cet-15711	18	18	potentially	potentially	ADV
cet-15711	18	19	profitable	profitable	ADJ
cet-15711	18	20	technological	technological	ADJ
cet-15711	18	21	pathways	pathway	NOUN
cet-15711	18	22	.	.	PUNCT
cet-15711	19	1	to	to	PART
cet-15711	19	2	realize	realize	VERB
cet-15711	19	3	the	the	DET
cet-15711	19	4	systematic	systematic	ADJ
cet-15711	19	5	application	application	NOUN
cet-15711	19	6	of	of	ADP
cet-15711	19	7	this	this	DET
cet-15711	19	8	pathway	pathway	NOUN
cet-15711	19	9	,	,	PUNCT
cet-15711	19	10	macedo	macedo	PROPN
cet-15711	19	11	and	and	CCONJ
cet-15711	19	12	peyerl	peyerl	PROPN
cet-15711	19	13	(	(	PUNCT
cet-15711	19	14	2022	2022	NUM
cet-15711	19	15	)	)	PUNCT
cet-15711	19	16	conducted	conduct	VERB
cet-15711	19	17	an	an	DET
cet-15711	19	18	economic	economic	ADJ
cet-15711	19	19	analysis	analysis	NOUN
cet-15711	19	20	of	of	ADP
cet-15711	19	21	hydrogen	hydrogen	NOUN
cet-15711	19	22	production	production	NOUN
cet-15711	19	23	from	from	ADP
cet-15711	19	24	wind	wind	NOUN
cet-15711	19	25	-	-	PUNCT
cet-15711	19	26	solar	solar	ADJ
cet-15711	19	27	power	power	NOUN
cet-15711	19	28	plants	plant	NOUN
cet-15711	19	29	in	in	ADP
cet-15711	19	30	brazil	brazil	PROPN
cet-15711	19	31	,	,	PUNCT
cet-15711	19	32	demonstrating	demonstrate	VERB
cet-15711	19	33	that	that	SCONJ
cet-15711	19	34	selling	sell	VERB
cet-15711	19	35	hydrogen	hydrogen	NOUN
cet-15711	19	36	is	be	AUX
cet-15711	19	37	more	more	ADV
cet-15711	19	38	economically	economically	ADV
cet-15711	19	39	beneficial	beneficial	ADJ
cet-15711	19	40	than	than	ADP
cet-15711	19	41	converting	convert	VERB
cet-15711	19	42	it	it	PRON
cet-15711	19	43	into	into	ADP
cet-15711	19	44	electricity	electricity	NOUN
cet-15711	19	45	.	.	PUNCT
cet-15711	20	1	zheng	zheng	PROPN
cet-15711	20	2	et	et	PROPN
cet-15711	20	3	al	al	PROPN
cet-15711	20	4	.	.	PROPN
cet-15711	20	5	(	(	PUNCT
cet-15711	20	6	2022	2022	NUM
cet-15711	20	7	)	)	PUNCT
cet-15711	20	8	constructed	construct	VERB
cet-15711	20	9	a	a	DET
cet-15711	20	10	model	model	NOUN
cet-15711	20	11	of	of	ADP
cet-15711	20	12	the	the	DET
cet-15711	20	13	production	production	NOUN
cet-15711	20	14	system	system	NOUN
cet-15711	20	15	and	and	CCONJ
cet-15711	20	16	quantitatively	quantitatively	ADV
cet-15711	20	17	evaluated	evaluate	VERB
cet-15711	20	18	the	the	DET
cet-15711	20	19	influence	influence	NOUN
cet-15711	20	20	of	of	ADP
cet-15711	20	21	key	key	ADJ
cet-15711	20	22	operational	operational	ADJ
cet-15711	20	23	parameters	parameter	NOUN
cet-15711	20	24	on	on	ADP
cet-15711	20	25	methanol	methanol	NOUN
cet-15711	20	26	cost	cost	NOUN
cet-15711	20	27	structures	structure	NOUN
cet-15711	20	28	.	.	PUNCT
cet-15711	21	1	currently	currently	ADV
cet-15711	21	2	,	,	PUNCT
cet-15711	21	3	most	most	ADJ
cet-15711	21	4	wind	wind	NOUN
cet-15711	21	5	and	and	CCONJ
cet-15711	21	6	solar	solar	ADJ
cet-15711	21	7	power	power	NOUN
cet-15711	21	8	generation	generation	NOUN
cet-15711	21	9	methods	method	NOUN
cet-15711	21	10	still	still	ADV
cet-15711	21	11	rely	rely	VERB
cet-15711	21	12	on	on	ADP
cet-15711	21	13	static	static	ADJ
cet-15711	21	14	or	or	CCONJ
cet-15711	21	15	low	low	ADJ
cet-15711	21	16	-	-	PUNCT
cet-15711	21	17	accuracy	accuracy	NOUN
cet-15711	21	18	weather	weather	NOUN
cet-15711	21	19	forecasting	forecasting	NOUN
cet-15711	21	20	models	model	NOUN
cet-15711	21	21	,	,	PUNCT
cet-15711	21	22	which	which	PRON
cet-15711	21	23	struggle	struggle	VERB
cet-15711	21	24	to	to	PART
cet-15711	21	25	capture	capture	VERB
cet-15711	21	26	the	the	DET
cet-15711	21	27	dynamic	dynamic	ADJ
cet-15711	21	28	nature	nature	NOUN
cet-15711	21	29	of	of	ADP
cet-15711	21	30	renewable	renewable	ADJ
cet-15711	21	31	energy	energy	NOUN
cet-15711	21	32	.	.	PUNCT
cet-15711	22	1	although	although	SCONJ
cet-15711	22	2	some	some	DET
cet-15711	22	3	studies	study	NOUN
cet-15711	22	4	have	have	AUX
cet-15711	22	5	explored	explore	VERB
cet-15711	22	6	green	green	ADJ
cet-15711	22	7	electricity	electricity	NOUN
cet-15711	22	8	-	-	PUNCT
cet-15711	22	9	based	base	VERB
cet-15711	22	10	hydrogen	hydrogen	NOUN
cet-15711	22	11	production	production	NOUN
cet-15711	22	12	pathways	pathway	NOUN
cet-15711	22	13	,	,	PUNCT
cet-15711	22	14	few	few	ADJ
cet-15711	22	15	have	have	AUX
cet-15711	22	16	addressed	address	VERB
cet-15711	22	17	specific	specific	ADJ
cet-15711	22	18	strategies	strategy	NOUN
cet-15711	22	19	for	for	ADP
cet-15711	22	20	equipment	equipment	NOUN
cet-15711	22	21	scheduling	scheduling	NOUN
cet-15711	22	22	and	and	CCONJ
cet-15711	22	23	hydrogen	hydrogen	NOUN
cet-15711	22	24	processing	processing	NOUN
cet-15711	22	25	.	.	PUNCT
cet-15711	23	1	moreover	moreover	ADV
cet-15711	23	2	,	,	PUNCT
cet-15711	23	3	existing	exist	VERB
cet-15711	23	4	research	research	NOUN
cet-15711	23	5	mainly	mainly	ADV
cet-15711	23	6	focuses	focus	VERB
cet-15711	23	7	on	on	ADP
cet-15711	23	8	hydrogen	hydrogen	NOUN
cet-15711	23	9	itself	itself	PRON
cet-15711	23	10	,	,	PUNCT
cet-15711	23	11	511	511	NUM
cet-15711	23	12	lacking	lack	VERB
cet-15711	23	13	comprehensive	comprehensive	ADJ
cet-15711	23	14	analysis	analysis	NOUN
cet-15711	23	15	of	of	ADP
cet-15711	23	16	co	co	NOUN
cet-15711	23	17	-	-	NOUN
cet-15711	23	18	production	production	NOUN
cet-15711	23	19	with	with	ADP
cet-15711	23	20	downstream	downstream	ADJ
cet-15711	23	21	products	product	NOUN
cet-15711	23	22	,	,	PUNCT
cet-15711	23	23	such	such	ADJ
cet-15711	23	24	as	as	ADP
cet-15711	23	25	methanol	methanol	NOUN
cet-15711	23	26	,	,	PUNCT
cet-15711	23	27	and	and	CCONJ
cet-15711	23	28	related	related	ADJ
cet-15711	23	29	market	market	NOUN
cet-15711	23	30	revenues	revenue	NOUN
cet-15711	23	31	,	,	PUNCT
cet-15711	23	32	resulting	result	VERB
cet-15711	23	33	in	in	ADP
cet-15711	23	34	limited	limited	ADJ
cet-15711	23	35	model	model	NOUN
cet-15711	23	36	practicality	practicality	NOUN
cet-15711	23	37	and	and	CCONJ
cet-15711	23	38	incomplete	incomplete	ADJ
cet-15711	23	39	assessment	assessment	NOUN
cet-15711	23	40	of	of	ADP
cet-15711	23	41	system	system	NOUN
cet-15711	23	42	-	-	PUNCT
cet-15711	23	43	level	level	NOUN
cet-15711	23	44	economic	economic	ADJ
cet-15711	23	45	performance	performance	NOUN
cet-15711	23	46	.	.	PUNCT
cet-15711	24	1	to	to	PART
cet-15711	24	2	address	address	VERB
cet-15711	24	3	these	these	DET
cet-15711	24	4	issues	issue	NOUN
cet-15711	24	5	,	,	PUNCT
cet-15711	24	6	this	this	DET
cet-15711	24	7	paper	paper	NOUN
cet-15711	24	8	proposes	propose	VERB
cet-15711	24	9	an	an	DET
cet-15711	24	10	lstm	lstm	NOUN
cet-15711	24	11	-	-	PUNCT
cet-15711	24	12	based	base	VERB
cet-15711	24	13	optimization	optimization	NOUN
cet-15711	24	14	method	method	NOUN
cet-15711	24	15	for	for	ADP
cet-15711	24	16	scheduling	scheduling	NOUN
cet-15711	24	17	in	in	ADP
cet-15711	24	18	gehmis	gehmis	NOUN
cet-15711	24	19	.	.	PUNCT
cet-15711	25	1	the	the	DET
cet-15711	25	2	lstm	lstm	PROPN
cet-15711	25	3	network	network	NOUN
cet-15711	25	4	,	,	PUNCT
cet-15711	25	5	trained	train	VERB
cet-15711	25	6	on	on	ADP
cet-15711	25	7	historical	historical	ADJ
cet-15711	25	8	data	datum	NOUN
cet-15711	25	9	,	,	PUNCT
cet-15711	25	10	is	be	AUX
cet-15711	25	11	used	use	VERB
cet-15711	25	12	to	to	PART
cet-15711	25	13	predict	predict	VERB
cet-15711	25	14	wind	wind	NOUN
cet-15711	25	15	speed	speed	NOUN
cet-15711	25	16	and	and	CCONJ
cet-15711	25	17	temperature	temperature	NOUN
cet-15711	25	18	,	,	PUNCT
cet-15711	25	19	enabling	enable	VERB
cet-15711	25	20	dynamic	dynamic	ADJ
cet-15711	25	21	,	,	PUNCT
cet-15711	25	22	multi	multi	ADJ
cet-15711	25	23	-	-	ADJ
cet-15711	25	24	constraint	constraint	ADJ
cet-15711	25	25	optimization	optimization	NOUN
cet-15711	25	26	of	of	ADP
cet-15711	25	27	hydrogen	hydrogen	NOUN
cet-15711	25	28	production	production	NOUN
cet-15711	25	29	and	and	CCONJ
cet-15711	25	30	methanol	methanol	NOUN
cet-15711	25	31	synthesis	synthesis	NOUN
cet-15711	25	32	.	.	PUNCT
cet-15711	26	1	the	the	DET
cet-15711	26	2	model	model	NOUN
cet-15711	26	3	aims	aim	VERB
cet-15711	26	4	to	to	PART
cet-15711	26	5	maximize	maximize	VERB
cet-15711	26	6	overall	overall	ADJ
cet-15711	26	7	profit	profit	NOUN
cet-15711	26	8	by	by	ADP
cet-15711	26	9	optimizing	optimize	VERB
cet-15711	26	10	power	power	NOUN
cet-15711	26	11	allocation	allocation	NOUN
cet-15711	26	12	and	and	CCONJ
cet-15711	26	13	ensuring	ensure	VERB
cet-15711	26	14	stable	stable	ADJ
cet-15711	26	15	and	and	CCONJ
cet-15711	26	16	efficient	efficient	ADJ
cet-15711	26	17	system	system	NOUN
cet-15711	26	18	operation	operation	NOUN
cet-15711	26	19	.	.	PUNCT
cet-15711	27	1	this	this	DET
cet-15711	27	2	approach	approach	NOUN
cet-15711	27	3	offers	offer	VERB
cet-15711	27	4	the	the	DET
cet-15711	27	5	potential	potential	NOUN
cet-15711	27	6	for	for	ADP
cet-15711	27	7	cost	cost	NOUN
cet-15711	27	8	reduction	reduction	NOUN
cet-15711	27	9	,	,	PUNCT
cet-15711	27	10	emission	emission	NOUN
cet-15711	27	11	mitigation	mitigation	NOUN
cet-15711	27	12	,	,	PUNCT
cet-15711	27	13	and	and	CCONJ
cet-15711	27	14	improved	improve	VERB
cet-15711	27	15	economic	economic	ADJ
cet-15711	27	16	performance	performance	NOUN
cet-15711	27	17	,	,	PUNCT
cet-15711	27	18	providing	provide	VERB
cet-15711	27	19	both	both	CCONJ
cet-15711	27	20	theoretical	theoretical	ADJ
cet-15711	27	21	and	and	CCONJ
cet-15711	27	22	practical	practical	ADJ
cet-15711	27	23	value	value	NOUN
cet-15711	27	24	.	.	PUNCT
cet-15711	28	1	2	2	X
cet-15711	28	2	.	.	X
cet-15711	28	3	modeling	model	VERB
cet-15711	28	4	methodology	methodology	NOUN
cet-15711	28	5	for	for	ADP
cet-15711	28	6	the	the	DET
cet-15711	28	7	gehmis	gehmis	NOUN
cet-15711	28	8	the	the	DET
cet-15711	28	9	gehmis	gehmis	NOUN
cet-15711	28	10	primarily	primarily	ADV
cet-15711	28	11	comprises	comprise	VERB
cet-15711	28	12	the	the	DET
cet-15711	28	13	wind	wind	NOUN
cet-15711	28	14	-	-	PUNCT
cet-15711	28	15	solar	solar	ADJ
cet-15711	28	16	power	power	NOUN
cet-15711	28	17	generation	generation	NOUN
cet-15711	28	18	system	system	NOUN
cet-15711	28	19	,	,	PUNCT
cet-15711	28	20	hydrogen	hydrogen	NOUN
cet-15711	28	21	production	production	NOUN
cet-15711	28	22	by	by	ADP
cet-15711	28	23	electrolyzer	electrolyzer	NOUN
cet-15711	28	24	,	,	PUNCT
cet-15711	28	25	grid	grid	NOUN
cet-15711	28	26	interaction	interaction	NOUN
cet-15711	28	27	,	,	PUNCT
cet-15711	28	28	and	and	CCONJ
cet-15711	28	29	methanol	methanol	NOUN
cet-15711	28	30	production	production	NOUN
cet-15711	28	31	and	and	CCONJ
cet-15711	28	32	sales	sale	NOUN
cet-15711	28	33	.	.	PUNCT
cet-15711	29	1	hydrogen	hydrogen	NOUN
cet-15711	29	2	is	be	AUX
cet-15711	29	3	partly	partly	ADV
cet-15711	29	4	sold	sell	VERB
cet-15711	29	5	and	and	CCONJ
cet-15711	29	6	partly	partly	ADV
cet-15711	29	7	used	use	VERB
cet-15711	29	8	with	with	ADP
cet-15711	29	9	co₂	co₂	NOUN
cet-15711	29	10	to	to	PART
cet-15711	29	11	produce	produce	VERB
cet-15711	29	12	methanol	methanol	NOUN
cet-15711	29	13	.	.	PUNCT
cet-15711	30	1	renewable	renewable	ADJ
cet-15711	30	2	power	power	NOUN
cet-15711	30	3	is	be	AUX
cet-15711	30	4	prioritized	prioritize	VERB
cet-15711	30	5	for	for	ADP
cet-15711	30	6	electrolyzer	electrolyzer	NOUN
cet-15711	30	7	,	,	PUNCT
cet-15711	30	8	with	with	ADP
cet-15711	30	9	surplus	surplus	NOUN
cet-15711	30	10	sold	sell	VERB
cet-15711	30	11	;	;	PUNCT
cet-15711	30	12	when	when	SCONJ
cet-15711	30	13	insufficient	insufficient	ADJ
cet-15711	30	14	,	,	PUNCT
cet-15711	30	15	grid	grid	ADJ
cet-15711	30	16	electricity	electricity	NOUN
cet-15711	30	17	is	be	AUX
cet-15711	30	18	purchased	purchase	VERB
cet-15711	30	19	to	to	PART
cet-15711	30	20	maintain	maintain	VERB
cet-15711	30	21	stable	stable	ADJ
cet-15711	30	22	operation	operation	NOUN
cet-15711	30	23	.	.	PUNCT
cet-15711	31	1	the	the	DET
cet-15711	31	2	specific	specific	ADJ
cet-15711	31	3	schematic	schematic	ADJ
cet-15711	31	4	diagram	diagram	NOUN
cet-15711	31	5	is	be	AUX
cet-15711	31	6	shown	show	VERB
cet-15711	31	7	in	in	ADP
cet-15711	31	8	figure	figure	NOUN
cet-15711	31	9	1	1	NUM
cet-15711	31	10	.	.	PUNCT
cet-15711	31	11	photovoltaic	photovoltaic	NOUN
cet-15711	31	12	power	power	NOUN
cet-15711	31	13	generation	generation	NOUN
cet-15711	31	14	wind	wind	NOUN
cet-15711	31	15	power	power	NOUN
cet-15711	31	16	generation	generation	NOUN
cet-15711	31	17	electrolyzer	electrolyzer	NOUN
cet-15711	31	18	methanol	methanol	NOUN
cet-15711	31	19	production	production	NOUN
cet-15711	31	20	methanol	methanol	NOUN
cet-15711	31	21	sales	sale	NOUN
cet-15711	31	22	power	power	NOUN
cet-15711	31	23	grid	grid	NOUN
cet-15711	31	24	co2	co2	NOUN
cet-15711	31	25	electric	electric	ADJ
cet-15711	31	26	power	power	NOUN
cet-15711	31	27	flow	flow	NOUN
cet-15711	31	28	hydrogen	hydrogen	NOUN
cet-15711	31	29	flow	flow	NOUN
cet-15711	31	30	co2	co2	NOUN
cet-15711	31	31	flow	flow	NOUN
cet-15711	31	32	methanol	methanol	NOUN
cet-15711	31	33	flow	flow	NOUN
cet-15711	31	34	hydrogen	hydrogen	NOUN
cet-15711	31	35	sales	sale	NOUN
cet-15711	31	36	figure	figure	NOUN
cet-15711	31	37	1	1	NUM
cet-15711	31	38	:	:	PUNCT
cet-15711	31	39	the	the	DET
cet-15711	31	40	structural	structural	ADJ
cet-15711	31	41	diagram	diagram	NOUN
cet-15711	31	42	of	of	ADP
cet-15711	31	43	the	the	DET
cet-15711	31	44	gehmis	gehmis	NOUN
cet-15711	31	45	2.1	2.1	NUM
cet-15711	31	46	system	system	NOUN
cet-15711	31	47	mathematical	mathematical	ADJ
cet-15711	31	48	models	model	NOUN
cet-15711	31	49	the	the	DET
cet-15711	31	50	study	study	NOUN
cet-15711	31	51	establishes	establish	VERB
cet-15711	31	52	a	a	DET
cet-15711	31	53	a	a	DET
cet-15711	31	54	wind	wind	NOUN
cet-15711	31	55	–	–	PUNCT
cet-15711	31	56	solar	solar	ADJ
cet-15711	31	57	–	–	PUNCT
cet-15711	31	58	hydrogen	hydrogen	NOUN
cet-15711	31	59	–	–	PUNCT
cet-15711	31	60	methanol	methanol	NOUN
cet-15711	31	61	model	model	NOUN
cet-15711	31	62	and	and	CCONJ
cet-15711	31	63	enables	enable	VERB
cet-15711	31	64	interaction	interaction	NOUN
cet-15711	31	65	with	with	ADP
cet-15711	31	66	the	the	DET
cet-15711	31	67	power	power	NOUN
cet-15711	31	68	grid	grid	NOUN
cet-15711	31	69	.	.	PUNCT
cet-15711	32	1	(	(	PUNCT
cet-15711	32	2	1	1	X
cet-15711	32	3	)	)	PUNCT
cet-15711	32	4	wind	wind	NOUN
cet-15711	32	5	power	power	NOUN
cet-15711	32	6	model	model	NOUN
cet-15711	32	7	1	1	NUM
cet-15711	32	8	3	3	NUM
cet-15711	32	9	2	2	NUM
cet-15711	32	10	3	3	NUM
cet-15711	32	11	,	,	PUNCT
cet-15711	32	12	1	1	NUM
cet-15711	32	13	2	2	NUM
cet-15711	32	14	0	0	NUM
cet-15711	32	15	2	2	NUM
cet-15711	32	16	3	3	NUM
cet-15711	32	17	0	0	NUM
cet-15711	32	18	1	1	NUM
cet-15711	32	19	2	2	NUM
cet-15711	32	20	wd	wd	NOUN
cet-15711	32	21	t	t	NOUN
cet-15711	32	22	p	p	NOUN
cet-15711	32	23	v	v	ADP
cet-15711	32	24	v	v	NOUN
cet-15711	32	25	or	or	CCONJ
cet-15711	32	26	v	v	NOUN
cet-15711	32	27	v	v	NOUN
cet-15711	32	28	p	p	NOUN
cet-15711	32	29	r	r	NOUN
cet-15711	32	30	c	c	NOUN
cet-15711	32	31	v	v	ADP
cet-15711	32	32	v	v	NOUN
cet-15711	32	33	v	v	NOUN
cet-15711	32	34	v	v	ADP
cet-15711	32	35	p	p	NOUN
cet-15711	32	36	v	v	NUM
cet-15711	32	37	v	v	NOUN
cet-15711	32	38	v	v	ADP
cet-15711	32	39			PROPN
cet-15711	32	40			PROPN
cet-15711	32	41			VERB
cet-15711	32	42			NUM
cet-15711	32	43			NUM
cet-15711	32	44	=	=	SYM
cet-15711	32	45			NOUN
cet-15711	32	46			ADJ
cet-15711	32	47			NUM
cet-15711	32	48			NUM
cet-15711	32	49			NOUN
cet-15711	32	50			NUM
cet-15711	32	51	(	(	PUNCT
cet-15711	32	52	1	1	X
cet-15711	32	53	)	)	PUNCT
cet-15711	32	54	eq(1	eq(1	NOUN
cet-15711	32	55	)	)	PUNCT
cet-15711	32	56	represents	represent	VERB
cet-15711	32	57	the	the	DET
cet-15711	32	58	wind	wind	NOUN
cet-15711	32	59	power	power	NOUN
cet-15711	32	60	model	model	NOUN
cet-15711	32	61	based	base	VERB
cet-15711	32	62	on	on	ADP
cet-15711	32	63	the	the	DET
cet-15711	32	64	works	work	NOUN
cet-15711	32	65	of	of	ADP
cet-15711	32	66	wang	wang	PROPN
cet-15711	32	67	et	et	PROPN
cet-15711	32	68	al	al	PROPN
cet-15711	32	69	.	.	PROPN
cet-15711	33	1	(	(	PUNCT
cet-15711	33	2	2024	2024	NUM
cet-15711	33	3	)	)	PUNCT
cet-15711	33	4	.	.	PUNCT
cet-15711	34	1	the	the	DET
cet-15711	34	2	output	output	NOUN
cet-15711	34	3	power	power	NOUN
cet-15711	34	4	of	of	ADP
cet-15711	34	5	the	the	DET
cet-15711	34	6	wind	wind	NOUN
cet-15711	34	7	turbine	turbine	NOUN
cet-15711	34	8	,	,	PUNCT
cet-15711	34	9	wd	wd	PROPN
cet-15711	34	10	tp	tp	NOUN
cet-15711	34	11	over	over	ADP
cet-15711	34	12	a	a	DET
cet-15711	34	13	time	time	NOUN
cet-15711	34	14	period	period	NOUN
cet-15711	34	15	t	t	PROPN
cet-15711	34	16	is	be	AUX
cet-15711	34	17	jointly	jointly	ADV
cet-15711	34	18	determined	determine	VERB
cet-15711	34	19	by	by	ADP
cet-15711	34	20	the	the	DET
cet-15711	34	21	radius	radius	NOUN
cet-15711	34	22	of	of	ADP
cet-15711	34	23	the	the	DET
cet-15711	34	24	turbine	turbine	NOUN
cet-15711	34	25	blades	blade	NOUN
cet-15711	34	26	r	r	NOUN
cet-15711	34	27	,	,	PUNCT
cet-15711	34	28	wind	wind	NOUN
cet-15711	34	29	energy	energy	NOUN
cet-15711	34	30	utilization	utilization	NOUN
cet-15711	34	31	coefficient	coefficient	NOUN
cet-15711	34	32	pc	pc	NOUN
cet-15711	34	33	,	,	PUNCT
cet-15711	34	34	wind	wind	NOUN
cet-15711	34	35	speed	speed	NOUN
cet-15711	34	36	v	v	NOUN
cet-15711	34	37	,	,	PUNCT
cet-15711	34	38	and	and	CCONJ
cet-15711	34	39	the	the	DET
cet-15711	34	40	rated	rate	VERB
cet-15711	34	41	power	power	NOUN
cet-15711	34	42	0p	0p	NUM
cet-15711	34	43	.	.	PUNCT
cet-15711	35	1	1	1	NUM
cet-15711	35	2	2	2	NUM
cet-15711	35	3	3	3	NUM
cet-15711	35	4	,	,	PUNCT
cet-15711	35	5	,	,	PUNCT
cet-15711	35	6	v	v	NOUN
cet-15711	35	7	v	v	NOUN
cet-15711	35	8	v	v	NOUN
cet-15711	35	9	represent	represent	VERB
cet-15711	35	10	the	the	DET
cet-15711	35	11	cut	cut	NOUN
cet-15711	35	12	-	-	PUNCT
cet-15711	35	13	in	in	ADP
cet-15711	35	14	wind	wind	NOUN
cet-15711	35	15	speed	speed	NOUN
cet-15711	35	16	,	,	PUNCT
cet-15711	35	17	rated	rate	VERB
cet-15711	35	18	wind	wind	NOUN
cet-15711	35	19	speed	speed	NOUN
cet-15711	35	20	and	and	CCONJ
cet-15711	35	21	cut	cut	VERB
cet-15711	35	22	-	-	PUNCT
cet-15711	35	23	out	out	ADP
cet-15711	35	24	wind	wind	NOUN
cet-15711	35	25	speed	speed	NOUN
cet-15711	35	26	of	of	ADP
cet-15711	35	27	the	the	DET
cet-15711	35	28	wind	wind	NOUN
cet-15711	35	29	turbine	turbine	NOUN
cet-15711	35	30	,	,	PUNCT
cet-15711	35	31	respectively	respectively	ADV
cet-15711	35	32	.	.	PUNCT
cet-15711	36	1	(	(	PUNCT
cet-15711	36	2	2	2	X
cet-15711	36	3	)	)	PUNCT
cet-15711	36	4	photovoltaic	photovoltaic	NOUN
cet-15711	36	5	power	power	NOUN
cet-15711	36	6	model	model	NOUN
cet-15711	36	7	=	=	PUNCT
cet-15711	36	8			NUM
cet-15711	36	9	+	+	CCONJ
cet-15711	36	10	−	−	PROPN
cet-15711	36	11			PROPN
cet-15711	36	12			PROPN
cet-15711	36	13	,	,	PUNCT
cet-15711	36	14	[	[	X
cet-15711	36	15	1	1	NUM
cet-15711	36	16	(	(	PUNCT
cet-15711	36	17	25)]pv	25)]pv	NUM
cet-15711	36	18	t	t	NOUN
cet-15711	36	19	stc	stc	PROPN
cet-15711	36	20	t	t	PROPN
cet-15711	36	21	pv	pv	PROPN
cet-15711	36	22	pvp	pvp	PROPN
cet-15711	36	23	p	p	PROPN
cet-15711	36	24	k	k	PROPN
cet-15711	36	25	t	t	PROPN
cet-15711	36	26	s	s	PART
cet-15711	37	1	(	(	PUNCT
cet-15711	37	2	2	2	NUM
cet-15711	37	3	)	)	PUNCT
cet-15711	37	4	the	the	DET
cet-15711	37	5	photovoltaic	photovoltaic	NOUN
cet-15711	37	6	power	power	NOUN
cet-15711	37	7	model	model	NOUN
cet-15711	37	8	in	in	ADP
cet-15711	37	9	eq(2	eq(2	PROPN
cet-15711	37	10	)	)	PUNCT
cet-15711	37	11	is	be	AUX
cet-15711	37	12	derived	derive	VERB
cet-15711	37	13	from	from	ADP
cet-15711	37	14	the	the	DET
cet-15711	37	15	methodology	methodology	NOUN
cet-15711	37	16	proposed	propose	VERB
cet-15711	37	17	by	by	ADP
cet-15711	37	18	yousefi	yousefi	PROPN
cet-15711	37	19	et	et	PROPN
cet-15711	37	20	al	al	PROPN
cet-15711	37	21	.	.	PROPN
cet-15711	38	1	(	(	PUNCT
cet-15711	38	2	2017	2017	NUM
cet-15711	38	3	)	)	PUNCT
cet-15711	38	4	,	,	PUNCT
cet-15711	38	5	where	where	SCONJ
cet-15711	38	6	,	,	PUNCT
cet-15711	38	7	,	,	PUNCT
cet-15711	38	8	pv	pv	PROPN
cet-15711	38	9	tp	tp	NOUN
cet-15711	38	10	denotes	denote	VERB
cet-15711	38	11	the	the	DET
cet-15711	38	12	photovoltaic	photovoltaic	NOUN
cet-15711	38	13	power	power	NOUN
cet-15711	38	14	output	output	NOUN
cet-15711	38	15	and	and	CCONJ
cet-15711	38	16	tt	tt	PROPN
cet-15711	38	17	represents	represent	VERB
cet-15711	38	18	surface	surface	NOUN
cet-15711	38	19	temperature	temperature	NOUN
cet-15711	38	20	.	.	PUNCT
cet-15711	39	1	stcp	stcp	PROPN
cet-15711	39	2	represents	represent	VERB
cet-15711	39	3	the	the	DET
cet-15711	39	4	light	light	ADJ
cet-15711	39	5	intensity	intensity	NOUN
cet-15711	39	6	coefficient	coefficient	NOUN
cet-15711	39	7	,	,	PUNCT
cet-15711	39	8	k	k	PROPN
cet-15711	39	9	is	be	AUX
cet-15711	39	10	the	the	DET
cet-15711	39	11	power	power	NOUN
cet-15711	39	12	temperature	temperature	NOUN
cet-15711	39	13	coefficient	coefficient	NOUN
cet-15711	39	14	,	,	PUNCT
cet-15711	39	15	pv	pv	PROPN
cet-15711	39	16	is	be	AUX
cet-15711	39	17	the	the	DET
cet-15711	39	18	conversion	conversion	NOUN
cet-15711	39	19	efficiency	efficiency	NOUN
cet-15711	39	20	of	of	ADP
cet-15711	39	21	the	the	DET
cet-15711	39	22	photovoltaic	photovoltaic	NOUN
cet-15711	39	23	array	array	NOUN
cet-15711	39	24	,	,	PUNCT
cet-15711	39	25	and	and	CCONJ
cet-15711	39	26	pvs	pvs	PROPN
cet-15711	39	27	is	be	AUX
cet-15711	39	28	the	the	DET
cet-15711	39	29	area	area	NOUN
cet-15711	39	30	of	of	ADP
cet-15711	39	31	the	the	DET
cet-15711	39	32	photovoltaic	photovoltaic	NOUN
cet-15711	39	33	array	array	NOUN
cet-15711	39	34	.	.	PUNCT
cet-15711	40	1	(	(	PUNCT
cet-15711	40	2	3	3	X
cet-15711	40	3	)	)	PUNCT
cet-15711	40	4	electrolyzer	electrolyzer	NOUN
cet-15711	40	5	and	and	CCONJ
cet-15711	40	6	methanol	methanol	NOUN
cet-15711	40	7	synthesis	synthesis	NOUN
cet-15711	40	8	section	section	NOUN
cet-15711	40	9	models	model	NOUN
cet-15711	40	10	eq(3	eq(3	NOUN
cet-15711	40	11	)	)	PUNCT
cet-15711	40	12	and	and	CCONJ
cet-15711	40	13	eq(4	eq(4	PROPN
cet-15711	40	14	)	)	PUNCT
cet-15711	40	15	formulate	formulate	VERB
cet-15711	40	16	the	the	DET
cet-15711	40	17	electrolyzer	electrolyzer	NOUN
cet-15711	40	18	and	and	CCONJ
cet-15711	40	19	methanol	methanol	NOUN
cet-15711	40	20	synthesis	synthesis	NOUN
cet-15711	40	21	section	section	NOUN
cet-15711	40	22	models	model	NOUN
cet-15711	40	23	based	base	VERB
cet-15711	40	24	on	on	ADP
cet-15711	40	25	the	the	DET
cet-15711	40	26	works	work	NOUN
cet-15711	40	27	of	of	ADP
cet-15711	40	28	buttler	buttler	NOUN
cet-15711	40	29	and	and	CCONJ
cet-15711	40	30	spliethoff	spliethoff	NOUN
cet-15711	40	31	(	(	PUNCT
cet-15711	40	32	2018	2018	NUM
cet-15711	40	33	)	)	PUNCT
cet-15711	40	34	.	.	PUNCT
cet-15711	41	1	512	512	NUM
cet-15711	41	2			NUM
cet-15711	41	3	=	=	NOUN
cet-15711	41	4			ADJ
cet-15711	41	5			NUM
cet-15711	41	6	=	=	SYM
cet-15711	41	7			VERB
cet-15711	41	8	2	2	NOUN
cet-15711	41	9	4	4	NUM
cet-15711	41	10	4	4	NUM
cet-15711	41	11	4	4	NUM
cet-15711	41	12	2	2	NUM
cet-15711	41	13	4	4	NUM
cet-15711	41	14	,	,	PUNCT
cet-15711	41	15	h	h	NOUN
cet-15711	41	16	ch	ch	PROPN
cet-15711	41	17	ch	ch	PROPN
cet-15711	41	18	che	che	PROPN
cet-15711	41	19	pem	pem	PROPN
cet-15711	41	20	t	t	PROPN
cet-15711	41	21	t	t	PROPN
cet-15711	41	22	h	h	PROPN
cet-15711	41	23	t	t	PROPN
cet-15711	41	24	t	t	PROPN
cet-15711	41	25	chq	chq	PROPN
cet-15711	41	26	p	p	PROPN
cet-15711	41	27	l	l	PROPN
cet-15711	41	28	q	q	X
cet-15711	41	29	p	p	X
cet-15711	41	30	l	l	NOUN
cet-15711	41	31	(	(	PUNCT
cet-15711	41	32	3	3	X
cet-15711	41	33	)	)	PUNCT
cet-15711	41	34			ADJ
cet-15711	41	35	=	=	X
cet-15711	41	36			PROPN
cet-15711	41	37	=	=	NUM
cet-15711	41	38	4	4	NUM
cet-15711	41	39	4	4	NUM
cet-15711	41	40	2	2	NUM
cet-15711	41	41	4	4	NUM
cet-15711	41	42	2	2	NUM
cet-15711	41	43	,	,	PUNCT
cet-15711	41	44	/ch	/ch	PUNCT
cet-15711	41	45	ch	ch	PROPN
cet-15711	41	46	co	co	PROPN
cet-15711	41	47	ch	ch	PROPN
cet-15711	41	48	cochh	cochh	PROPN
cet-15711	41	49	t	t	PROPN
cet-15711	41	50	t	t	PROPN
cet-15711	41	51	t	t	PROPN
cet-15711	41	52	tq	tq	INTJ
cet-15711	41	53	q	q	PRON
cet-15711	41	54	q	q	X
cet-15711	41	55	v	v	NOUN
cet-15711	41	56	(	(	PUNCT
cet-15711	41	57	4	4	NUM
cet-15711	41	58	)	)	PUNCT
cet-15711	41	59	where	where	SCONJ
cet-15711	41	60	,	,	PUNCT
cet-15711	41	61	2	2	NUM
cet-15711	41	62	4	4	NUM
cet-15711	41	63	,	,	PUNCT
cet-15711	41	64	hh	hh	PROPN
cet-15711	42	1	t	t	PROPN
cet-15711	42	2	c	c	PROPN
cet-15711	42	3	t	t	PROPN
cet-15711	42	4	qq	qq	PROPN
cet-15711	42	5	represent	represent	VERB
cet-15711	42	6	the	the	DET
cet-15711	42	7	hydrogen	hydrogen	NOUN
cet-15711	42	8	and	and	CCONJ
cet-15711	42	9	methanol	methanol	NOUN
cet-15711	42	10	production	production	NOUN
cet-15711	42	11	,	,	PUNCT
cet-15711	42	12			NUM
cet-15711	42	13			X
cet-15711	42	14	4	4	NUM
cet-15711	42	15	,	,	PUNCT
cet-15711	42	16	che	che	PROPN
cet-15711	42	17	represent	represent	VERB
cet-15711	42	18	the	the	DET
cet-15711	42	19	production	production	NOUN
cet-15711	42	20	efficiency	efficiency	NOUN
cet-15711	42	21	of	of	ADP
cet-15711	42	22	hydrogen	hydrogen	NOUN
cet-15711	42	23	and	and	CCONJ
cet-15711	42	24	methanol	methanol	NOUN
cet-15711	42	25	,	,	PUNCT
cet-15711	42	26	4	4	NUM
cet-15711	42	27	,	,	PUNCT
cet-15711	42	28	chpem	chpem	NOUN
cet-15711	42	29	t	t	PROPN
cet-15711	42	30	tp	tp	ADP
cet-15711	42	31	p	p	PROPN
cet-15711	42	32	represent	represent	VERB
cet-15711	42	33	the	the	DET
cet-15711	42	34	power	power	NOUN
cet-15711	42	35	consumption	consumption	NOUN
cet-15711	42	36	of	of	ADP
cet-15711	42	37	the	the	DET
cet-15711	42	38	electrolyzer	electrolyzer	NOUN
cet-15711	42	39	and	and	CCONJ
cet-15711	42	40	the	the	DET
cet-15711	42	41	methanol	methanol	NOUN
cet-15711	42	42	production	production	NOUN
cet-15711	42	43	equipment	equipment	NOUN
cet-15711	42	44	,	,	PUNCT
cet-15711	42	45	and	and	CCONJ
cet-15711	42	46	2	2	NUM
cet-15711	42	47	4	4	NUM
cet-15711	42	48	,	,	PUNCT
cet-15711	42	49	h	h	PROPN
cet-15711	42	50	chl	chl	PROPN
cet-15711	42	51	l	l	PROPN
cet-15711	42	52	represent	represent	VERB
cet-15711	42	53	the	the	DET
cet-15711	42	54	electricity	electricity	NOUN
cet-15711	42	55	-	-	PUNCT
cet-15711	42	56	to	to	ADP
cet-15711	42	57	-	-	PUNCT
cet-15711	42	58	hydrogen	hydrogen	NOUN
cet-15711	42	59	and	and	CCONJ
cet-15711	42	60	electricity	electricity	NOUN
cet-15711	42	61	-	-	PUNCT
cet-15711	42	62	to	to	ADP
cet-15711	42	63	-	-	PUNCT
cet-15711	42	64	methanol	methanol	NOUN
cet-15711	42	65	factor	factor	NOUN
cet-15711	42	66	.	.	PUNCT
cet-15711	43	1	chh	chh	PROPN
cet-15711	43	2	tq	tq	ADV
cet-15711	43	3	refers	refer	VERB
cet-15711	43	4	to	to	ADP
cet-15711	43	5	the	the	DET
cet-15711	43	6	hydrogen	hydrogen	NOUN
cet-15711	43	7	required	require	VERB
cet-15711	43	8	for	for	ADP
cet-15711	43	9	methanol	methanol	NOUN
cet-15711	43	10	production	production	NOUN
cet-15711	43	11	,	,	PUNCT
cet-15711	43	12	while	while	SCONJ
cet-15711	43	13			PROPN
cet-15711	43	14	4ch	4ch	PROPN
cet-15711	43	15	refers	refer	VERB
cet-15711	43	16	to	to	ADP
cet-15711	43	17	the	the	DET
cet-15711	43	18	hydrogen	hydrogen	NOUN
cet-15711	43	19	consumption	consumption	NOUN
cet-15711	43	20	per	per	ADP
cet-15711	43	21	kg	kg	NOUN
cet-15711	43	22	of	of	ADP
cet-15711	43	23	methanol	methanol	NOUN
cet-15711	43	24	produced	produce	VERB
cet-15711	43	25	.	.	PUNCT
cet-15711	44	1	2co	2co	NOUN
cet-15711	44	2	tq	tq	ADP
cet-15711	44	3	is	be	AUX
cet-15711	44	4	the	the	DET
cet-15711	44	5	required	required	ADJ
cet-15711	44	6	production	production	NOUN
cet-15711	44	7	of	of	ADP
cet-15711	44	8	co2	co2	NOUN
cet-15711	44	9	,	,	PUNCT
cet-15711	44	10	and	and	CCONJ
cet-15711	44	11			VERB
cet-15711	44	12	2co	2co	NOUN
cet-15711	44	13	refers	refer	VERB
cet-15711	44	14	to	to	ADP
cet-15711	44	15	the	the	DET
cet-15711	44	16	carbon	carbon	NOUN
cet-15711	44	17	dioxide	dioxide	NOUN
cet-15711	44	18	utilization	utilization	NOUN
cet-15711	44	19	rate	rate	NOUN
cet-15711	44	20	.	.	PUNCT
cet-15711	45	1	2.2	2.2	NUM
cet-15711	45	2	system	system	NOUN
cet-15711	45	3	optimization	optimization	NOUN
cet-15711	45	4	models	model	NOUN
cet-15711	45	5	this	this	DET
cet-15711	45	6	study	study	NOUN
cet-15711	45	7	focuses	focus	VERB
cet-15711	45	8	on	on	ADP
cet-15711	45	9	short	short	ADJ
cet-15711	45	10	-	-	PUNCT
cet-15711	45	11	term	term	NOUN
cet-15711	45	12	scheduling	scheduling	NOUN
cet-15711	45	13	issues	issue	NOUN
cet-15711	45	14	.	.	PUNCT
cet-15711	46	1	since	since	SCONJ
cet-15711	46	2	the	the	DET
cet-15711	46	3	initial	initial	ADJ
cet-15711	46	4	investment	investment	NOUN
cet-15711	46	5	cost	cost	NOUN
cet-15711	46	6	is	be	AUX
cet-15711	46	7	a	a	DET
cet-15711	46	8	fixed	fix	VERB
cet-15711	46	9	expenditure	expenditure	NOUN
cet-15711	46	10	,	,	PUNCT
cet-15711	46	11	it	it	PRON
cet-15711	46	12	is	be	AUX
cet-15711	46	13	not	not	PART
cet-15711	46	14	considered	consider	VERB
cet-15711	46	15	.	.	PUNCT
cet-15711	47	1	this	this	DET
cet-15711	47	2	study	study	NOUN
cet-15711	47	3	also	also	ADV
cet-15711	47	4	disregards	disregard	VERB
cet-15711	47	5	system	system	NOUN
cet-15711	47	6	start	start	VERB
cet-15711	47	7	-	-	PUNCT
cet-15711	47	8	up	up	ADP
cet-15711	47	9	/	/	SYM
cet-15711	47	10	shutdown	shutdown	NOUN
cet-15711	47	11	costs	cost	NOUN
cet-15711	47	12	and	and	CCONJ
cet-15711	47	13	separate	separate	ADJ
cet-15711	47	14	transportation	transportation	NOUN
cet-15711	47	15	costs	cost	NOUN
cet-15711	47	16	.	.	PUNCT
cet-15711	48	1	2	2	NUM
cet-15711	48	2	max	max	PROPN
cet-15711	48	3	revenu	revenu	PROPN
cet-15711	48	4	inve	inve	NOUN
cet-15711	48	5	m	m	PROPN
cet-15711	48	6	coc	coc	PROPN
cet-15711	48	7	c	c	PROPN
cet-15711	48	8	c	c	NOUN
cet-15711	48	9	c	c	X
cet-15711	48	10	c=	c=	VERB
cet-15711	48	11	−	−	PROPN
cet-15711	48	12	−	−	NOUN
cet-15711	48	13	−	−	PROPN
cet-15711	48	14	(	(	PUNCT
cet-15711	48	15	5	5	NUM
cet-15711	48	16	)	)	PUNCT
cet-15711	48	17	where	where	SCONJ
cet-15711	48	18	,	,	PUNCT
cet-15711	48	19	eq(5	eq(5	NOUN
cet-15711	48	20	)	)	PUNCT
cet-15711	48	21	is	be	AUX
cet-15711	48	22	the	the	DET
cet-15711	48	23	objective	objective	ADJ
cet-15711	48	24	function	function	NOUN
cet-15711	48	25	of	of	ADP
cet-15711	48	26	the	the	DET
cet-15711	48	27	model	model	NOUN
cet-15711	48	28	.	.	PUNCT
cet-15711	49	1	c	c	PROPN
cet-15711	49	2	represents	represent	VERB
cet-15711	49	3	the	the	DET
cet-15711	49	4	total	total	ADJ
cet-15711	49	5	revenue	revenue	NOUN
cet-15711	49	6	,	,	PUNCT
cet-15711	49	7	revenuec	revenuec	NOUN
cet-15711	49	8	includes	include	VERB
cet-15711	49	9	the	the	DET
cet-15711	49	10	sales	sale	NOUN
cet-15711	49	11	of	of	ADP
cet-15711	49	12	hydrogen	hydrogen	NOUN
cet-15711	49	13	and	and	CCONJ
cet-15711	49	14	methanol	methanol	NOUN
cet-15711	49	15	,	,	PUNCT
cet-15711	49	16	while	while	SCONJ
cet-15711	49	17	invc	invc	NOUN
cet-15711	49	18	represents	represent	VERB
cet-15711	49	19	the	the	DET
cet-15711	49	20	operating	operating	NOUN
cet-15711	49	21	costs	cost	NOUN
cet-15711	49	22	,	,	PUNCT
cet-15711	49	23	mc	mc	PROPN
cet-15711	49	24	is	be	AUX
cet-15711	49	25	the	the	DET
cet-15711	49	26	grid	grid	NOUN
cet-15711	49	27	interaction	interaction	NOUN
cet-15711	49	28	costs	cost	NOUN
cet-15711	49	29	,	,	PUNCT
cet-15711	49	30	and	and	CCONJ
cet-15711	49	31	2coc	2coc	NUM
cet-15711	49	32	represents	represent	VERB
cet-15711	49	33	the	the	DET
cet-15711	49	34	cost	cost	NOUN
cet-15711	49	35	of	of	ADP
cet-15711	49	36	co2	co2	NOUN
cet-15711	49	37	.	.	PUNCT
cet-15711	50	1	(	(	PUNCT
cet-15711	50	2	1	1	X
cet-15711	50	3	)	)	PUNCT
cet-15711	50	4	revenue	revenue	NOUN
cet-15711	50	5	calculation	calculation	NOUN
cet-15711	50	6	=	=	PUNCT
cet-15711	50	7	=	=	PUNCT
cet-15711	51	1			PROPN
cet-15711	51	2	+	+	CCONJ
cet-15711	51	3			SYM
cet-15711	51	4	2	2	NUM
cet-15711	51	5	_	_	NOUN
cet-15711	51	6	2	2	NUM
cet-15711	51	7	4	4	NUM
cet-15711	51	8	4	4	NUM
cet-15711	51	9	t	t	NOUN
cet-15711	51	10	t	t	NOUN
cet-15711	51	11	1	1	NUM
cet-15711	51	12	(	(	PUNCT
cet-15711	51	13	)	)	PUNCT
cet-15711	51	14	sell	sell	VERB
cet-15711	51	15	revenue	revenue	NOUN
cet-15711	51	16	t	t	PROPN
cet-15711	51	17	hh	hh	VERB
cet-15711	51	18	ch	ch	PROPN
cet-15711	51	19	ch	ch	PROPN
cet-15711	51	20	t	t	PROPN
cet-15711	51	21	c	c	NOUN
cet-15711	51	22	c	c	NOUN
cet-15711	51	23	q	q	PROPN
cet-15711	51	24	c	c	NOUN
cet-15711	51	25	v	v	NOUN
cet-15711	51	26	(	(	PUNCT
cet-15711	51	27	6	6	NUM
cet-15711	51	28	)	)	PUNCT
cet-15711	51	29	where	where	SCONJ
cet-15711	51	30	,	,	PUNCT
cet-15711	51	31	2hc	2hc	NOUN
cet-15711	51	32	and	and	CCONJ
cet-15711	51	33	4chc	4chc	PROPN
cet-15711	51	34	represent	represent	VERB
cet-15711	51	35	the	the	DET
cet-15711	51	36	market	market	NOUN
cet-15711	51	37	selling	sell	VERB
cet-15711	51	38	prices	price	NOUN
cet-15711	51	39	of	of	ADP
cet-15711	51	40	hydrogen	hydrogen	NOUN
cet-15711	51	41	and	and	CCONJ
cet-15711	51	42	methanol	methanol	NOUN
cet-15711	51	43	,	,	PUNCT
cet-15711	51	44	and	and	CCONJ
cet-15711	51	45	2	2	NUM
cet-15711	51	46	_	_	NOUN
cet-15711	52	1	h	h	NOUN
cet-15711	52	2	sell	sell	VERB
cet-15711	52	3	t	t	PROPN
cet-15711	52	4	q	q	PROPN
cet-15711	52	5	represents	represent	VERB
cet-15711	52	6	the	the	DET
cet-15711	52	7	quantity	quantity	NOUN
cet-15711	52	8	sold	sell	VERB
cet-15711	52	9	of	of	ADP
cet-15711	52	10	hydrogen	hydrogen	NOUN
cet-15711	52	11	.	.	PUNCT
cet-15711	53	1	(	(	PUNCT
cet-15711	53	2	2	2	X
cet-15711	53	3	)	)	PUNCT
cet-15711	53	4	cost	cost	NOUN
cet-15711	53	5	calculation	calculation	NOUN
cet-15711	53	6			NOUN
cet-15711	54	1	=	=	PUNCT
cet-15711	54	2	=	=	SYM
cet-15711	54	3	=	=	SYM
cet-15711	55	1			X
cet-15711	55	2			X
cet-15711	55	3	4	4	NUM
cet-15711	55	4	1	1	NUM
cet-15711	55	5	1	1	NUM
cet-15711	55	6	(	(	PUNCT
cet-15711	55	7	(	(	PUNCT
cet-15711	55	8	)	)	PUNCT
cet-15711	55	9	)	)	PUNCT
cet-15711	56	1	t	t	PROPN
cet-15711	56	2	t	t	PROPN
cet-15711	56	3	inv	inv	VERB
cet-15711	56	4	i	i	PRON
cet-15711	57	1	i	i	PRON
cet-15711	57	2	t	t	VERB
cet-15711	58	1	i	i	PRON
cet-15711	58	2	c	c	NOUN
cet-15711	58	3	c	c	X
cet-15711	58	4	(	(	PUNCT
cet-15711	58	5	7	7	NUM
cet-15711	58	6	)	)	PUNCT
cet-15711	58	7			X
cet-15711	58	8			X
cet-15711	58	9	=	=	PUNCT
cet-15711	58	10	=	=	SYM
cet-15711	58	11			NUM
cet-15711	59	1	−	−	NOUN
cet-15711	59	2			SYM
cet-15711	59	3	1	1	NUM
cet-15711	59	4	(	(	PUNCT
cet-15711	59	5	)	)	PUNCT
cet-15711	59	6	t	t	NOUN
cet-15711	59	7	buy	buy	VERB
cet-15711	59	8	sell	sell	NOUN
cet-15711	59	9	m	m	VERB
cet-15711	59	10	buy	buy	NOUN
cet-15711	59	11	t	t	NOUN
cet-15711	59	12	sell	sell	NOUN
cet-15711	59	13	t	t	PROPN
cet-15711	59	14	t	t	NOUN
cet-15711	59	15	c	c	PROPN
cet-15711	59	16	p	p	PROPN
cet-15711	59	17	p	p	X
cet-15711	59	18	(	(	PUNCT
cet-15711	59	19	8)	8)	NUM
cet-15711	59	20			X
cet-15711	59	21	=	=	PUNCT
cet-15711	59	22	=	=	SYM
cet-15711	59	23			SYM
cet-15711	59	24	2	2	NUM
cet-15711	59	25	2	2	NUM
cet-15711	59	26	2	2	NUM
cet-15711	59	27	1	1	NUM
cet-15711	59	28	)	)	PUNCT
cet-15711	59	29	(	(	PUNCT
cet-15711	59	30	co	co	X
cet-15711	59	31	t	t	PROPN
cet-15711	59	32	t	t	PROPN
cet-15711	59	33	co	co	PROPN
cet-15711	59	34	co	co	PROPN
cet-15711	59	35	t	t	PROPN
cet-15711	59	36	qc	qc	PROPN
cet-15711	59	37	(	(	PUNCT
cet-15711	59	38	9	9	NUM
cet-15711	59	39	)	)	PUNCT
cet-15711	59	40	where	where	SCONJ
cet-15711	59	41	,	,	PUNCT
cet-15711	59	42	i	i	PRON
cet-15711	59	43	represents	represent	VERB
cet-15711	59	44	the	the	DET
cet-15711	59	45	various	various	ADJ
cet-15711	59	46	system	system	NOUN
cet-15711	59	47	equipment	equipment	NOUN
cet-15711	59	48	,	,	PUNCT
cet-15711	59	49	including	include	VERB
cet-15711	59	50	wind	wind	NOUN
cet-15711	59	51	power	power	NOUN
cet-15711	59	52	generation	generation	NOUN
cet-15711	59	53	,	,	PUNCT
cet-15711	59	54	photovoltaic	photovoltaic	NOUN
cet-15711	59	55	generation	generation	NOUN
cet-15711	59	56	,	,	PUNCT
cet-15711	59	57	electrolyzer	electrolyzer	NOUN
cet-15711	59	58	,	,	PUNCT
cet-15711	59	59	and	and	CCONJ
cet-15711	59	60	methanol	methanol	NOUN
cet-15711	59	61	production	production	NOUN
cet-15711	59	62	units	unit	NOUN
cet-15711	59	63	.	.	PUNCT
cet-15711	60	1	ic	ic	PROPN
cet-15711	60	2	represent	represent	VERB
cet-15711	60	3	the	the	DET
cet-15711	60	4	operating	operating	NOUN
cet-15711	60	5	costs	cost	NOUN
cet-15711	60	6	of	of	ADP
cet-15711	60	7	each	each	DET
cet-15711	60	8	type	type	NOUN
cet-15711	60	9	of	of	ADP
cet-15711	60	10	equipment	equipment	NOUN
cet-15711	60	11	,	,	PUNCT
cet-15711	60	12	and	and	CCONJ
cet-15711	60	13			X
cet-15711	60	14	t	t	NOUN
cet-15711	60	15	i	i	PRON
cet-15711	60	16	represent	represent	VERB
cet-15711	60	17	the	the	DET
cet-15711	60	18	consumption	consumption	NOUN
cet-15711	60	19	of	of	ADP
cet-15711	60	20	each	each	DET
cet-15711	60	21	equipment	equipment	NOUN
cet-15711	60	22	.	.	PUNCT
cet-15711	61	1	,	,	PUNCT
cet-15711	61	2	buy	buy	VERB
cet-15711	61	3	sell	sell	PUNCT
cet-15711	62	1			PROPN
cet-15711	62	2	and	and	CCONJ
cet-15711	62	3			PROPN
cet-15711	62	4	2co	2co	NOUN
cet-15711	62	5	represent	represent	ADJ
cet-15711	62	6	purchasing	purchasing	NOUN
cet-15711	62	7	,	,	PUNCT
cet-15711	62	8	selling	sell	VERB
cet-15711	62	9	price	price	NOUN
cet-15711	62	10	of	of	ADP
cet-15711	62	11	the	the	DET
cet-15711	62	12	electricity	electricity	NOUN
cet-15711	62	13	,	,	PUNCT
cet-15711	62	14	and	and	CCONJ
cet-15711	62	15	carbon	carbon	NOUN
cet-15711	62	16	dioxide	dioxide	NOUN
cet-15711	62	17	purchasing	purchasing	NOUN
cet-15711	62	18	price	price	NOUN
cet-15711	62	19	.	.	PUNCT
cet-15711	63	1	,	,	PUNCT
cet-15711	63	2	buy	buy	VERB
cet-15711	63	3	sell	sell	NOUN
cet-15711	63	4	t	t	PROPN
cet-15711	63	5	tp	tp	ADP
cet-15711	63	6	p	p	PROPN
cet-15711	63	7	represent	represent	VERB
cet-15711	63	8	the	the	DET
cet-15711	63	9	power	power	NOUN
cet-15711	63	10	associated	associate	VERB
cet-15711	63	11	with	with	ADP
cet-15711	63	12	buying	buying	NOUN
cet-15711	63	13	and	and	CCONJ
cet-15711	63	14	selling	sell	VERB
cet-15711	63	15	electricity	electricity	NOUN
cet-15711	63	16	,	,	PUNCT
cet-15711	63	17	respectively	respectively	ADV
cet-15711	63	18	.	.	PUNCT
cet-15711	64	1	the	the	DET
cet-15711	64	2	model	model	NOUN
cet-15711	64	3	constraint	constraint	NOUN
cet-15711	64	4	equations	equation	NOUN
cet-15711	64	5	are	be	AUX
cet-15711	64	6	as	as	SCONJ
cet-15711	64	7	follows	follow	VERB
cet-15711	64	8	:	:	PUNCT
cet-15711	64	9	(	(	PUNCT
cet-15711	64	10	1	1	X
cet-15711	64	11	)	)	PUNCT
cet-15711	64	12	power	power	NOUN
cet-15711	64	13	constraint	constraint	NOUN
cet-15711	64	14	+	+	X
cet-15711	65	1	+	+	PUNCT
cet-15711	65	2	=	=	X
cet-15711	66	1	+	+	X
cet-15711	66	2	+	+	NUM
cet-15711	66	3	4	4	NUM
cet-15711	66	4	,	,	PUNCT
cet-15711	66	5	,	,	PUNCT
cet-15711	66	6	chbuy	chbuy	VERB
cet-15711	66	7	sell	sell	VERB
cet-15711	66	8	pem	pem	NOUN
cet-15711	66	9	wd	wd	PROPN
cet-15711	66	10	t	t	PROPN
cet-15711	67	1	pv	pv	INTJ
cet-15711	67	2	t	t	PROPN
cet-15711	67	3	t	t	PROPN
cet-15711	67	4	t	t	PROPN
cet-15711	67	5	t	t	PROPN
cet-15711	67	6	tp	tp	ADP
cet-15711	67	7	p	p	PROPN
cet-15711	67	8	p	p	PROPN
cet-15711	67	9	p	p	PROPN
cet-15711	67	10	p	p	X
cet-15711	67	11	p	p	X
cet-15711	67	12	(	(	PUNCT
cet-15711	67	13	10	10	NUM
cet-15711	67	14	)	)	PUNCT
cet-15711	67	15	the	the	DET
cet-15711	67	16	total	total	NOUN
cet-15711	67	17	of	of	ADP
cet-15711	67	18	generated	generate	VERB
cet-15711	67	19	and	and	CCONJ
cet-15711	67	20	purchased	purchase	VERB
cet-15711	67	21	electricity	electricity	NOUN
cet-15711	67	22	equals	equal	VERB
cet-15711	67	23	the	the	DET
cet-15711	67	24	sum	sum	NOUN
cet-15711	67	25	of	of	ADP
cet-15711	67	26	electricity	electricity	NOUN
cet-15711	67	27	consumption	consumption	NOUN
cet-15711	67	28	and	and	CCONJ
cet-15711	67	29	electricity	electricity	NOUN
cet-15711	67	30	sold	sell	VERB
cet-15711	67	31	.	.	PUNCT
cet-15711	68	1	(	(	PUNCT
cet-15711	68	2	2	2	X
cet-15711	68	3	)	)	PUNCT
cet-15711	68	4	hydrogen	hydrogen	NOUN
cet-15711	68	5	balance	balance	NOUN
cet-15711	68	6	constraint	constraint	NOUN
cet-15711	68	7	+	+	CCONJ
cet-15711	69	1	=	=	SYM
cet-15711	69	2	2	2	NUM
cet-15711	69	3	2	2	NUM
cet-15711	69	4	4	4	NUM
cet-15711	69	5	2	2	NUM
cet-15711	69	6	_	_	NOUN
cet-15711	69	7	,	,	PUNCT
cet-15711	69	8	h	h	PROPN
cet-15711	69	9	sell	sell	VERB
cet-15711	69	10	h	h	NOUN
cet-15711	69	11	ch	ch	PROPN
cet-15711	69	12	h	h	PROPN
cet-15711	69	13	t	t	PROPN
cet-15711	69	14	t	t	PROPN
cet-15711	70	1	tq	tq	INTJ
cet-15711	70	2	q	q	PRON
cet-15711	70	3	q	q	NOUN
cet-15711	70	4	(	(	PUNCT
cet-15711	70	5	11	11	NUM
cet-15711	70	6	)	)	PUNCT
cet-15711	70	7	513	513	NUM
cet-15711	70	8	the	the	DET
cet-15711	70	9	hydrogen	hydrogen	NOUN
cet-15711	70	10	produced	produce	VERB
cet-15711	70	11	by	by	ADP
cet-15711	70	12	the	the	DET
cet-15711	70	13	electrolyzer	electrolyzer	PROPN
cet-15711	70	14	2h	2h	NUM
cet-15711	70	15	tq	tq	ADV
cet-15711	70	16	is	be	AUX
cet-15711	70	17	supplied	supply	VERB
cet-15711	70	18	for	for	ADP
cet-15711	70	19	methanol	methanol	NOUN
cet-15711	70	20	production	production	NOUN
cet-15711	70	21	2	2	NUM
cet-15711	70	22	4,h	4,h	NUM
cet-15711	70	23	ch	ch	NOUN
cet-15711	70	24	tq	tq	ADV
cet-15711	70	25	and	and	CCONJ
cet-15711	70	26	sold	sell	VERB
cet-15711	70	27	for	for	ADP
cet-15711	70	28	hydrogen	hydrogen	NOUN
cet-15711	70	29	use	use	NOUN
cet-15711	70	30	2	2	NUM
cet-15711	70	31	_	_	NUM
cet-15711	70	32	h	h	NOUN
cet-15711	70	33	sell	sell	VERB
cet-15711	70	34	tq	tq	INTJ
cet-15711	70	35	.	.	PUNCT
cet-15711	71	1	(	(	PUNCT
cet-15711	71	2	3	3	X
cet-15711	71	3	)	)	PUNCT
cet-15711	71	4	interaction	interaction	NOUN
cet-15711	71	5	and	and	CCONJ
cet-15711	71	6	power	power	NOUN
cet-15711	71	7	constraints	constraint	NOUN
cet-15711	71	8	min	min	PROPN
cet-15711	71	9	maxpem	maxpem	PROPN
cet-15711	71	10	pem	pem	PROPN
cet-15711	71	11	t	t	PROPN
cet-15711	71	12	pemp	pemp	NOUN
cet-15711	71	13	p	p	PROPN
cet-15711	71	14	p	p	PROPN
cet-15711	71	15			NOUN
cet-15711	71	16	(	(	PUNCT
cet-15711	71	17	12	12	NUM
cet-15711	71	18	)	)	PUNCT
cet-15711	71	19			NOUN
cet-15711	71	20	4	4	NOUN
cet-15711	71	21	4	4	NUM
cet-15711	71	22	4	4	NUM
cet-15711	71	23	min	min	NOUN
cet-15711	71	24	maxch	maxch	PROPN
cet-15711	71	25	ch	ch	PROPN
cet-15711	71	26	t	t	PROPN
cet-15711	71	27	chp	chp	VERB
cet-15711	71	28	p	p	PROPN
cet-15711	71	29	p	p	X
cet-15711	71	30	(	(	PUNCT
cet-15711	71	31	13	13	NUM
cet-15711	71	32	)	)	PUNCT
cet-15711	71	33			NOUN
cet-15711	71	34			NOUN
cet-15711	71	35			ADP
cet-15711	71	36			NOUN
cet-15711	71	37			NOUN
cet-15711	72	1			PROPN
cet-15711	72	2			NUM
cet-15711	72	3			NUM
cet-15711	72	4			NOUN
cet-15711	72	5	−	−	ADP
cet-15711	72	6			PROPN
cet-15711	72	7	min	min	PROPN
cet-15711	72	8	max	max	PROPN
cet-15711	72	9	,	,	PUNCT
cet-15711	72	10	min	min	PROPN
cet-15711	72	11	max	max	PROPN
cet-15711	72	12	,	,	PUNCT
cet-15711	72	13	(	(	PUNCT
cet-15711	72	14	1	1	X
cet-15711	72	15	)	)	PUNCT
cet-15711	72	16	buy	buy	VERB
cet-15711	72	17	m	m	PROPN
cet-15711	72	18	t	t	NOUN
cet-15711	72	19	m	m	PROPN
cet-15711	72	20	t	t	PROPN
cet-15711	72	21	m	m	PRON
cet-15711	72	22	sell	sell	VERB
cet-15711	72	23	m	m	VERB
cet-15711	72	24	t	t	NOUN
cet-15711	72	25	m	m	NOUN
cet-15711	72	26	t	t	NOUN
cet-15711	72	27	m	m	NOUN
cet-15711	72	28	p	p	NOUN
cet-15711	72	29	p	p	X
cet-15711	72	30	p	p	X
cet-15711	72	31	p	p	PROPN
cet-15711	72	32	p	p	X
cet-15711	72	33	p	p	X
cet-15711	72	34	(	(	PUNCT
cet-15711	72	35	14	14	NUM
cet-15711	72	36	)	)	PUNCT
cet-15711	72	37	where	where	SCONJ
cet-15711	72	38	,	,	PUNCT
cet-15711	72	39	4	4	NUM
cet-15711	72	40	4	4	NUM
cet-15711	72	41	min	min	NOUN
cet-15711	72	42	max	max	PROPN
cet-15711	72	43	min	min	PROPN
cet-15711	72	44	max	max	PROPN
cet-15711	72	45	min	min	PROPN
cet-15711	72	46	max	max	PROPN
cet-15711	72	47	,	,	PUNCT
cet-15711	72	48	,	,	PUNCT
cet-15711	72	49	,	,	PUNCT
cet-15711	72	50	,	,	PUNCT
cet-15711	72	51	,	,	PUNCT
cet-15711	72	52	pem	pem	NOUN
cet-15711	72	53	pem	pem	NOUN
cet-15711	72	54	ch	ch	PROPN
cet-15711	72	55	ch	ch	PROPN
cet-15711	72	56	m	m	PROPN
cet-15711	72	57	mp	mp	PROPN
cet-15711	73	1	p	p	NOUN
cet-15711	73	2	p	p	PROPN
cet-15711	74	1	p	p	PROPN
cet-15711	74	2	p	p	X
cet-15711	74	3	p	p	NOUN
cet-15711	74	4	are	be	AUX
cet-15711	74	5	the	the	DET
cet-15711	74	6	minimum	minimum	ADJ
cet-15711	74	7	and	and	CCONJ
cet-15711	74	8	maximum	maximum	ADJ
cet-15711	74	9	power	power	NOUN
cet-15711	74	10	of	of	ADP
cet-15711	74	11	the	the	DET
cet-15711	74	12	electrolyzer	electrolyzer	NOUN
cet-15711	74	13	,	,	PUNCT
cet-15711	74	14	methanol	methanol	NOUN
cet-15711	74	15	production	production	NOUN
cet-15711	74	16	equipment	equipment	NOUN
cet-15711	74	17	,	,	PUNCT
cet-15711	74	18	and	and	CCONJ
cet-15711	74	19	grid	grid	NOUN
cet-15711	74	20	interaction	interaction	NOUN
cet-15711	74	21	.	.	PUNCT
cet-15711	75	1			NOUN
cet-15711	75	2	,	,	PUNCT
cet-15711	75	3	m	m	VERB
cet-15711	75	4	t	t	PROPN
cet-15711	75	5	represents	represent	VERB
cet-15711	75	6	the	the	DET
cet-15711	75	7	state	state	NOUN
cet-15711	75	8	of	of	ADP
cet-15711	75	9	purchasing	purchase	VERB
cet-15711	75	10	and	and	CCONJ
cet-15711	75	11	selling	sell	VERB
cet-15711	75	12	electricity	electricity	NOUN
cet-15711	75	13	from	from	ADP
cet-15711	75	14	the	the	DET
cet-15711	75	15	superior	superior	ADJ
cet-15711	75	16	power	power	NOUN
cet-15711	75	17	grid	grid	NOUN
cet-15711	75	18	,	,	PUNCT
cet-15711	75	19	where	where	SCONJ
cet-15711	75	20	a	a	DET
cet-15711	75	21	value	value	NOUN
cet-15711	75	22	of	of	ADP
cet-15711	75	23	1	1	NUM
cet-15711	75	24	indicates	indicate	VERB
cet-15711	75	25	purchase	purchase	NOUN
cet-15711	75	26	mode	mode	NOUN
cet-15711	75	27	and	and	CCONJ
cet-15711	75	28	0	0	NUM
cet-15711	75	29	indicates	indicate	VERB
cet-15711	75	30	sale	sale	NOUN
cet-15711	75	31	mode	mode	NOUN
cet-15711	75	32	.	.	PUNCT
cet-15711	76	1	3	3	X
cet-15711	76	2	.	.	X
cet-15711	76	3	case	case	NOUN
cet-15711	76	4	study	study	NOUN
cet-15711	76	5	and	and	CCONJ
cet-15711	76	6	system	system	NOUN
cet-15711	76	7	parameters	parameter	NOUN
cet-15711	76	8	this	this	DET
cet-15711	76	9	case	case	NOUN
cet-15711	76	10	study	study	NOUN
cet-15711	76	11	selects	select	NOUN
cet-15711	76	12	cangzhou	cangzhou	PROPN
cet-15711	76	13	,	,	PUNCT
cet-15711	76	14	hebei	hebei	PROPN
cet-15711	76	15	province	province	PROPN
cet-15711	76	16	,	,	PUNCT
cet-15711	76	17	china	china	PROPN
cet-15711	76	18	,	,	PUNCT
cet-15711	76	19	as	as	ADP
cet-15711	76	20	the	the	DET
cet-15711	76	21	target	target	NOUN
cet-15711	76	22	region	region	NOUN
cet-15711	76	23	.	.	PUNCT
cet-15711	77	1	based	base	VERB
cet-15711	77	2	on	on	ADP
cet-15711	77	3	wind	wind	NOUN
cet-15711	77	4	speed	speed	NOUN
cet-15711	77	5	and	and	CCONJ
cet-15711	77	6	temperature	temperature	NOUN
cet-15711	77	7	data	datum	NOUN
cet-15711	77	8	predicted	predict	VERB
cet-15711	77	9	by	by	ADP
cet-15711	77	10	the	the	DET
cet-15711	77	11	lstm	lstm	PROPN
cet-15711	77	12	neural	neural	ADJ
cet-15711	77	13	network	network	NOUN
cet-15711	77	14	model	model	NOUN
cet-15711	77	15	,	,	PUNCT
cet-15711	77	16	a	a	DET
cet-15711	77	17	dynamic	dynamic	ADJ
cet-15711	77	18	optimization	optimization	NOUN
cet-15711	77	19	scheduling	scheduling	NOUN
cet-15711	77	20	analysis	analysis	NOUN
cet-15711	77	21	of	of	ADP
cet-15711	77	22	the	the	DET
cet-15711	77	23	gehmis	gehmis	NOUN
cet-15711	77	24	was	be	AUX
cet-15711	77	25	conducted	conduct	VERB
cet-15711	77	26	over	over	ADP
cet-15711	77	27	a	a	DET
cet-15711	77	28	two	two	NUM
cet-15711	77	29	-	-	PUNCT
cet-15711	77	30	month	month	NOUN
cet-15711	77	31	period	period	NOUN
cet-15711	77	32	,	,	PUNCT
cet-15711	77	33	using	use	VERB
cet-15711	77	34	a	a	DET
cet-15711	77	35	one	one	NUM
cet-15711	77	36	-	-	PUNCT
cet-15711	77	37	day	day	NOUN
cet-15711	77	38	time	time	NOUN
cet-15711	77	39	step	step	NOUN
cet-15711	77	40	.	.	PUNCT
cet-15711	78	1	the	the	DET
cet-15711	78	2	key	key	ADJ
cet-15711	78	3	components	component	NOUN
cet-15711	78	4	involved	involve	VERB
cet-15711	78	5	in	in	ADP
cet-15711	78	6	the	the	DET
cet-15711	78	7	system	system	NOUN
cet-15711	78	8	include	include	VERB
cet-15711	78	9	wind	wind	NOUN
cet-15711	78	10	turbine	turbine	NOUN
cet-15711	78	11	,	,	PUNCT
cet-15711	78	12	photovoltaic	photovoltaic	NOUN
cet-15711	78	13	module	module	NOUN
cet-15711	78	14	,	,	PUNCT
cet-15711	78	15	electrolyzer	electrolyzer	NOUN
cet-15711	78	16	,	,	PUNCT
cet-15711	78	17	and	and	CCONJ
cet-15711	78	18	methanol	methanol	NOUN
cet-15711	78	19	synthesis	synthesis	NOUN
cet-15711	78	20	unit	unit	NOUN
cet-15711	78	21	,	,	PUNCT
cet-15711	78	22	with	with	SCONJ
cet-15711	78	23	their	their	PRON
cet-15711	78	24	core	core	NOUN
cet-15711	78	25	unit	unit	NOUN
cet-15711	78	26	costs	cost	VERB
cet-15711	78	27	in	in	ADP
cet-15711	78	28	table	table	NOUN
cet-15711	78	29	1	1	NUM
cet-15711	78	30	(	(	PUNCT
cet-15711	78	31	wiser	wiser	X
cet-15711	78	32	et	et	PROPN
cet-15711	78	33	al	al	PROPN
cet-15711	78	34	.	.	PROPN
cet-15711	78	35	,	,	PUNCT
cet-15711	78	36	2019	2019	NUM
cet-15711	78	37	)	)	PUNCT
cet-15711	78	38	.	.	PUNCT
cet-15711	79	1	in	in	ADP
cet-15711	79	2	terms	term	NOUN
cet-15711	79	3	of	of	ADP
cet-15711	79	4	economic	economic	ADJ
cet-15711	79	5	parameters	parameter	NOUN
cet-15711	79	6	,	,	PUNCT
cet-15711	79	7	the	the	DET
cet-15711	79	8	selling	selling	NOUN
cet-15711	79	9	price	price	NOUN
cet-15711	79	10	of	of	ADP
cet-15711	79	11	methanol	methanol	NOUN
cet-15711	79	12	is	be	AUX
cet-15711	79	13	set	set	VERB
cet-15711	79	14	at	at	ADP
cet-15711	79	15	2.6	2.6	NUM
cet-15711	79	16	cny	cny	PROPN
cet-15711	79	17	/	/	SYM
cet-15711	79	18	kg	kg	PROPN
cet-15711	79	19	,	,	PUNCT
cet-15711	79	20	the	the	DET
cet-15711	79	21	cost	cost	NOUN
cet-15711	79	22	of	of	ADP
cet-15711	79	23	co₂	co₂	PROPN
cet-15711	79	24	capture	capture	NOUN
cet-15711	79	25	is	be	AUX
cet-15711	79	26	0.40	0.40	NUM
cet-15711	79	27	cny	cny	PROPN
cet-15711	79	28	/	/	SYM
cet-15711	79	29	kg	kg	PROPN
cet-15711	79	30	,	,	PUNCT
cet-15711	79	31	and	and	CCONJ
cet-15711	79	32	the	the	DET
cet-15711	79	33	hydrogen	hydrogen	NOUN
cet-15711	79	34	selling	selling	NOUN
cet-15711	79	35	price	price	NOUN
cet-15711	79	36	is	be	AUX
cet-15711	79	37	20	20	NUM
cet-15711	79	38	cny	cny	NOUN
cet-15711	79	39	/	/	SYM
cet-15711	79	40	kg	kg	PROPN
cet-15711	79	41	(	(	PUNCT
cet-15711	79	42	liu	liu	PROPN
cet-15711	79	43	et	et	PROPN
cet-15711	79	44	al	al	PROPN
cet-15711	79	45	.	.	PROPN
cet-15711	79	46	,	,	PUNCT
cet-15711	79	47	2023	2023	NUM
cet-15711	79	48	)	)	PUNCT
cet-15711	79	49	.	.	PUNCT
cet-15711	80	1	meanwhile	meanwhile	ADV
cet-15711	80	2	,	,	PUNCT
cet-15711	80	3	the	the	DET
cet-15711	80	4	system	system	NOUN
cet-15711	80	5	is	be	AUX
cet-15711	80	6	connected	connect	VERB
cet-15711	80	7	to	to	ADP
cet-15711	80	8	the	the	DET
cet-15711	80	9	main	main	ADJ
cet-15711	80	10	power	power	NOUN
cet-15711	80	11	grid	grid	NOUN
cet-15711	80	12	,	,	PUNCT
cet-15711	80	13	with	with	ADP
cet-15711	80	14	average	average	ADJ
cet-15711	80	15	electricity	electricity	NOUN
cet-15711	80	16	purchase	purchase	NOUN
cet-15711	80	17	price	price	NOUN
cet-15711	80	18	of	of	ADP
cet-15711	80	19	0.3	0.3	NUM
cet-15711	80	20	cny	cny	PROPN
cet-15711	80	21	/	/	SYM
cet-15711	80	22	kwh	kwh	PROPN
cet-15711	80	23	and	and	CCONJ
cet-15711	80	24	selling	sell	VERB
cet-15711	80	25	price	price	NOUN
cet-15711	80	26	of	of	ADP
cet-15711	80	27	0.15	0.15	NUM
cet-15711	80	28	cny	cny	PROPN
cet-15711	80	29	/	/	SYM
cet-15711	80	30	kwh	kwh	PROPN
cet-15711	80	31	(	(	PUNCT
cet-15711	80	32	yang	yang	PROPN
cet-15711	80	33	et	et	PROPN
cet-15711	80	34	al	al	PROPN
cet-15711	80	35	.	.	PROPN
cet-15711	80	36	,	,	PUNCT
cet-15711	80	37	2023	2023	NUM
cet-15711	80	38	)	)	PUNCT
cet-15711	80	39	.	.	PUNCT
cet-15711	81	1	table	table	NOUN
cet-15711	81	2	1	1	NUM
cet-15711	81	3	:	:	PUNCT
cet-15711	81	4	costs	cost	NOUN
cet-15711	81	5	of	of	ADP
cet-15711	81	6	each	each	DET
cet-15711	81	7	equipment	equipment	NOUN
cet-15711	81	8	equipment	equipment	NOUN
cet-15711	81	9	operating	operating	NOUN
cet-15711	81	10	cost	cost	NOUN
cet-15711	81	11	wind	wind	NOUN
cet-15711	81	12	turbine	turbine	NOUN
cet-15711	81	13	0.04	0.04	NUM
cet-15711	81	14	cny	cny	PROPN
cet-15711	81	15	/	/	SYM
cet-15711	81	16	kwh	kwh	PROPN
cet-15711	81	17	photovoltaic	photovoltaic	NOUN
cet-15711	81	18	0.05	0.05	NUM
cet-15711	81	19	cny	cny	PROPN
cet-15711	81	20	/	/	SYM
cet-15711	81	21	kwh	kwh	PROPN
cet-15711	81	22	electrolytic	electrolytic	ADJ
cet-15711	81	23	cell	cell	NOUN
cet-15711	81	24	0.2	0.2	NUM
cet-15711	81	25	cny	cny	PROPN
cet-15711	81	26	/	/	SYM
cet-15711	81	27	kwh	kwh	PROPN
cet-15711	81	28	methanol	methanol	NOUN
cet-15711	81	29	production	production	NOUN
cet-15711	81	30	equipment	equipment	NOUN
cet-15711	81	31	0.528	0.528	NUM
cet-15711	81	32	cny	cny	PROPN
cet-15711	81	33	/	/	SYM
cet-15711	81	34	kg	kg	PROPN
cet-15711	81	35	4	4	NUM
cet-15711	81	36	.	.	PUNCT
cet-15711	82	1	analysis	analysis	NOUN
cet-15711	82	2	of	of	ADP
cet-15711	82	3	system	system	NOUN
cet-15711	82	4	results	result	VERB
cet-15711	82	5	this	this	DET
cet-15711	82	6	section	section	NOUN
cet-15711	82	7	primarily	primarily	ADV
cet-15711	82	8	focuses	focus	VERB
cet-15711	82	9	on	on	ADP
cet-15711	82	10	conducting	conduct	VERB
cet-15711	82	11	an	an	DET
cet-15711	82	12	in	in	ADP
cet-15711	82	13	-	-	PUNCT
cet-15711	82	14	depth	depth	NOUN
cet-15711	82	15	analysis	analysis	NOUN
cet-15711	82	16	of	of	ADP
cet-15711	82	17	the	the	DET
cet-15711	82	18	lstm	lstm	NOUN
cet-15711	82	19	prediction	prediction	NOUN
cet-15711	82	20	results	result	NOUN
cet-15711	82	21	and	and	CCONJ
cet-15711	82	22	the	the	DET
cet-15711	82	23	system	system	NOUN
cet-15711	82	24	optimization	optimization	NOUN
cet-15711	82	25	scheduling	scheduling	NOUN
cet-15711	82	26	results	result	NOUN
cet-15711	82	27	obtained	obtain	VERB
cet-15711	82	28	by	by	ADP
cet-15711	82	29	using	use	VERB
cet-15711	82	30	the	the	DET
cet-15711	82	31	cplex	cplex	NOUN
cet-15711	82	32	optimizer	optimizer	NOUN
cet-15711	82	33	based	base	VERB
cet-15711	82	34	on	on	ADP
cet-15711	82	35	the	the	DET
cet-15711	82	36	parameter	parameter	NOUN
cet-15711	82	37	settings	setting	NOUN
cet-15711	82	38	.	.	PUNCT
cet-15711	83	1	4.1	4.1	NUM
cet-15711	83	2	lstm	lstm	NOUN
cet-15711	83	3	-	-	PUNCT
cet-15711	83	4	based	base	VERB
cet-15711	83	5	prediction	prediction	NOUN
cet-15711	83	6	results	result	NOUN
cet-15711	83	7	to	to	PART
cet-15711	83	8	evaluate	evaluate	VERB
cet-15711	83	9	the	the	DET
cet-15711	83	10	forecasting	forecasting	NOUN
cet-15711	83	11	accuracy	accuracy	NOUN
cet-15711	83	12	of	of	ADP
cet-15711	83	13	the	the	DET
cet-15711	83	14	lstm	lstm	PROPN
cet-15711	83	15	model	model	NOUN
cet-15711	83	16	,	,	PUNCT
cet-15711	83	17	the	the	DET
cet-15711	83	18	prediction	prediction	NOUN
cet-15711	83	19	performance	performance	NOUN
cet-15711	83	20	and	and	CCONJ
cet-15711	83	21	error	error	NOUN
cet-15711	83	22	trends	trend	NOUN
cet-15711	83	23	are	be	AUX
cet-15711	83	24	analyzed	analyze	VERB
cet-15711	83	25	to	to	PART
cet-15711	83	26	evaluate	evaluate	VERB
cet-15711	83	27	the	the	DET
cet-15711	83	28	method	method	NOUN
cet-15711	83	29	’s	’s	PART
cet-15711	83	30	reliability	reliability	NOUN
cet-15711	83	31	.	.	PUNCT
cet-15711	84	1	the	the	DET
cet-15711	84	2	results	result	NOUN
cet-15711	84	3	are	be	AUX
cet-15711	84	4	shown	show	VERB
cet-15711	84	5	in	in	ADP
cet-15711	84	6	figure	figure	NOUN
cet-15711	84	7	2	2	NUM
cet-15711	84	8	.	.	PUNCT
cet-15711	84	9	figure	figure	VERB
cet-15711	84	10	2(a	2(a	NUM
cet-15711	84	11	)	)	PUNCT
cet-15711	84	12	presents	present	VERB
cet-15711	84	13	a	a	DET
cet-15711	84	14	comparison	comparison	NOUN
cet-15711	84	15	between	between	ADP
cet-15711	84	16	the	the	DET
cet-15711	84	17	actual	actual	ADJ
cet-15711	84	18	and	and	CCONJ
cet-15711	84	19	lstm	lstm	NOUN
cet-15711	84	20	-	-	PUNCT
cet-15711	84	21	predicted	predict	VERB
cet-15711	84	22	wind	wind	NOUN
cet-15711	84	23	speed	speed	NOUN
cet-15711	84	24	values	value	NOUN
cet-15711	84	25	,	,	PUNCT
cet-15711	84	26	with	with	ADP
cet-15711	84	27	the	the	DET
cet-15711	84	28	prediction	prediction	NOUN
cet-15711	84	29	errors	error	NOUN
cet-15711	84	30	ranging	range	VERB
cet-15711	84	31	from	from	ADP
cet-15711	84	32	-0.036	-0.036	NOUN
cet-15711	84	33	to	to	ADP
cet-15711	84	34	0.020	0.020	NUM
cet-15711	84	35	.	.	PUNCT
cet-15711	85	1	figure	figure	NOUN
cet-15711	85	2	2(b	2(b	NUM
cet-15711	85	3	)	)	PUNCT
cet-15711	85	4	depicts	depict	VERB
cet-15711	85	5	temperature	temperature	NOUN
cet-15711	85	6	prediction	prediction	NOUN
cet-15711	85	7	results	result	NOUN
cet-15711	85	8	,	,	PUNCT
cet-15711	85	9	where	where	SCONJ
cet-15711	85	10	the	the	DET
cet-15711	85	11	errors	error	NOUN
cet-15711	85	12	between	between	ADP
cet-15711	85	13	predicted	predict	VERB
cet-15711	85	14	and	and	CCONJ
cet-15711	85	15	actual	actual	ADJ
cet-15711	85	16	values	value	NOUN
cet-15711	85	17	range	range	VERB
cet-15711	85	18	from	from	ADP
cet-15711	85	19	-0.094	-0.094	VERB
cet-15711	85	20	to	to	ADP
cet-15711	85	21	0.131	0.131	NUM
cet-15711	85	22	.	.	PUNCT
cet-15711	86	1	a	a	DET
cet-15711	86	2	b	b	NUM
cet-15711	86	3	figure	figure	NOUN
cet-15711	86	4	2	2	NUM
cet-15711	86	5	:	:	PUNCT
cet-15711	86	6	prediction	prediction	NOUN
cet-15711	86	7	results	result	NOUN
cet-15711	86	8	of	of	ADP
cet-15711	86	9	(	(	PUNCT
cet-15711	86	10	a	a	X
cet-15711	86	11	)	)	PUNCT
cet-15711	86	12	lstm	lstm	ADJ
cet-15711	86	13	wind	wind	NOUN
cet-15711	86	14	speed	speed	NOUN
cet-15711	86	15	,	,	PUNCT
cet-15711	86	16	(	(	PUNCT
cet-15711	86	17	b	b	X
cet-15711	86	18	)	)	PUNCT
cet-15711	86	19	temperature	temperature	NOUN
cet-15711	86	20	514	514	NUM
cet-15711	86	21	these	these	DET
cet-15711	86	22	error	error	NOUN
cet-15711	86	23	values	value	NOUN
cet-15711	86	24	denote	denote	VERB
cet-15711	86	25	the	the	DET
cet-15711	86	26	point	point	NOUN
cet-15711	86	27	-	-	PUNCT
cet-15711	86	28	wise	wise	ADJ
cet-15711	86	29	deviation	deviation	NOUN
cet-15711	86	30	between	between	ADP
cet-15711	86	31	predicted	predict	VERB
cet-15711	86	32	and	and	CCONJ
cet-15711	86	33	actual	actual	ADJ
cet-15711	86	34	values	value	NOUN
cet-15711	86	35	,	,	PUNCT
cet-15711	86	36	expressed	express	VERB
cet-15711	86	37	in	in	ADP
cet-15711	86	38	the	the	DET
cet-15711	86	39	same	same	ADJ
cet-15711	86	40	units	unit	NOUN
cet-15711	86	41	as	as	ADP
cet-15711	86	42	the	the	DET
cet-15711	86	43	target	target	NOUN
cet-15711	86	44	variables	variable	NOUN
cet-15711	86	45	.	.	PUNCT
cet-15711	87	1	the	the	DET
cet-15711	87	2	mean	mean	ADJ
cet-15711	87	3	absolute	absolute	ADJ
cet-15711	87	4	percentage	percentage	NOUN
cet-15711	87	5	error	error	NOUN
cet-15711	87	6	(	(	PUNCT
cet-15711	87	7	mape	mape	NOUN
cet-15711	87	8	)	)	PUNCT
cet-15711	87	9	was	be	AUX
cet-15711	87	10	introduced	introduce	VERB
cet-15711	87	11	to	to	PART
cet-15711	87	12	systematically	systematically	ADV
cet-15711	87	13	evaluate	evaluate	VERB
cet-15711	87	14	overall	overall	ADJ
cet-15711	87	15	model	model	NOUN
cet-15711	87	16	performance	performance	NOUN
cet-15711	87	17	,	,	PUNCT
cet-15711	87	18	where	where	SCONJ
cet-15711	87	19	lower	low	ADJ
cet-15711	87	20	values	value	NOUN
cet-15711	87	21	indicate	indicate	VERB
cet-15711	87	22	higher	high	ADJ
cet-15711	87	23	predictive	predictive	ADJ
cet-15711	87	24	accuracy	accuracy	NOUN
cet-15711	87	25	.	.	PUNCT
cet-15711	88	1	it	it	PRON
cet-15711	88	2	is	be	AUX
cet-15711	88	3	defined	define	VERB
cet-15711	88	4	as	as	ADP
cet-15711	88	5	:	:	PUNCT
cet-15711	88	6	=	=	PUNCT
cet-15711	88	7	−	−	PROPN
cet-15711	88	8	=	=	SYM
cet-15711	88	9			ADP
cet-15711	88	10	1	1	NUM
cet-15711	88	11	ˆ1	ˆ1	NOUN
cet-15711	88	12	|	|	ADV
cet-15711	88	13	|	|	ADV
cet-15711	88	14	100	100	NUM
cet-15711	88	15	%	%	NOUN
cet-15711	89	1	n	n	CCONJ
cet-15711	89	2	i	i	PRON
cet-15711	90	1	i	i	PRON
cet-15711	90	2	i	i	PRON
cet-15711	91	1	i	i	VERB
cet-15711	91	2	y	y	PROPN
cet-15711	91	3	y	y	PROPN
cet-15711	91	4	mape	mape	PROPN
cet-15711	91	5	n	n	PROPN
cet-15711	91	6	y	y	PROPN
cet-15711	91	7	(	(	PUNCT
cet-15711	91	8	15	15	NUM
cet-15711	91	9	)	)	PUNCT
cet-15711	91	10	where	where	SCONJ
cet-15711	91	11	,	,	PUNCT
cet-15711	91	12	iy	iy	PROPN
cet-15711	91	13	denotes	denote	VERB
cet-15711	91	14	the	the	DET
cet-15711	91	15	actual	actual	ADJ
cet-15711	91	16	observed	observed	ADJ
cet-15711	91	17	value	value	NOUN
cet-15711	91	18	,	,	PUNCT
cet-15711	91	19	ˆ	ˆ	PROPN
cet-15711	91	20	iy	iy	PROPN
cet-15711	91	21	represents	represent	VERB
cet-15711	91	22	the	the	DET
cet-15711	91	23	predicted	predict	VERB
cet-15711	91	24	value	value	NOUN
cet-15711	91	25	,	,	PUNCT
cet-15711	91	26	and	and	CCONJ
cet-15711	91	27	n	n	PRON
cet-15711	91	28	is	be	AUX
cet-15711	91	29	the	the	DET
cet-15711	91	30	total	total	ADJ
cet-15711	91	31	number	number	NOUN
cet-15711	91	32	of	of	ADP
cet-15711	91	33	samples	sample	NOUN
cet-15711	91	34	.	.	PUNCT
cet-15711	92	1	both	both	DET
cet-15711	92	2	mape	mape	NOUN
cet-15711	92	3	value	value	NOUN
cet-15711	92	4	of	of	ADP
cet-15711	92	5	wind	wind	NOUN
cet-15711	92	6	speed	speed	NOUN
cet-15711	92	7	and	and	CCONJ
cet-15711	92	8	temperature	temperature	NOUN
cet-15711	92	9	predictions	prediction	NOUN
cet-15711	92	10	are	be	AUX
cet-15711	92	11	below	below	ADP
cet-15711	92	12	0.3	0.3	NUM
cet-15711	92	13	%	%	NOUN
cet-15711	92	14	,	,	PUNCT
cet-15711	92	15	demonstrating	demonstrate	VERB
cet-15711	92	16	the	the	DET
cet-15711	92	17	model	model	NOUN
cet-15711	92	18	's	's	PART
cet-15711	92	19	exceptionally	exceptionally	ADV
cet-15711	92	20	strong	strong	ADJ
cet-15711	92	21	forecasting	forecasting	NOUN
cet-15711	92	22	accuracy	accuracy	NOUN
cet-15711	92	23	.	.	PUNCT
cet-15711	93	1	4.2	4.2	NUM
cet-15711	93	2	optimized	optimize	VERB
cet-15711	93	3	scheduling	scheduling	NOUN
cet-15711	93	4	results	result	NOUN
cet-15711	93	5	of	of	ADP
cet-15711	93	6	the	the	DET
cet-15711	93	7	gehmis	gehmis	NOUN
cet-15711	93	8	the	the	DET
cet-15711	93	9	optimized	optimize	VERB
cet-15711	93	10	system	system	NOUN
cet-15711	93	11	operation	operation	NOUN
cet-15711	93	12	is	be	AUX
cet-15711	93	13	analyzed	analyze	VERB
cet-15711	93	14	,	,	PUNCT
cet-15711	93	15	including	include	VERB
cet-15711	93	16	equipment	equipment	NOUN
cet-15711	93	17	scheduling	scheduling	NOUN
cet-15711	93	18	and	and	CCONJ
cet-15711	93	19	power	power	NOUN
cet-15711	93	20	transactions	transaction	NOUN
cet-15711	93	21	,	,	PUNCT
cet-15711	93	22	in	in	ADP
cet-15711	93	23	accordance	accordance	NOUN
cet-15711	93	24	with	with	ADP
cet-15711	93	25	energy	energy	NOUN
cet-15711	93	26	and	and	CCONJ
cet-15711	93	27	hydrogen	hydrogen	NOUN
cet-15711	93	28	balance	balance	NOUN
cet-15711	93	29	principles	principle	NOUN
cet-15711	93	30	.	.	PUNCT
cet-15711	94	1	figure	figure	NOUN
cet-15711	94	2	3(a	3(a	NUM
cet-15711	94	3	)	)	PUNCT
cet-15711	94	4	illustrates	illustrate	VERB
cet-15711	94	5	the	the	DET
cet-15711	94	6	overall	overall	ADJ
cet-15711	94	7	power	power	NOUN
cet-15711	94	8	balance	balance	NOUN
cet-15711	94	9	scheduling	scheduling	NOUN
cet-15711	94	10	,	,	PUNCT
cet-15711	94	11	where	where	SCONJ
cet-15711	94	12	wind	wind	NOUN
cet-15711	94	13	and	and	CCONJ
cet-15711	94	14	photovoltaic	photovoltaic	NOUN
cet-15711	94	15	systems	system	NOUN
cet-15711	94	16	generate	generate	VERB
cet-15711	94	17	a	a	DET
cet-15711	94	18	total	total	NOUN
cet-15711	94	19	of	of	ADP
cet-15711	94	20	1.423×105	1.423×105	NUM
cet-15711	94	21	kwh	kwh	NOUN
cet-15711	94	22	during	during	ADP
cet-15711	94	23	the	the	DET
cet-15711	94	24	cycle	cycle	NOUN
cet-15711	94	25	.	.	PUNCT
cet-15711	95	1	figure	figure	NOUN
cet-15711	95	2	3(b	3(b	NUM
cet-15711	95	3	)	)	PUNCT
cet-15711	95	4	presents	present	VERB
cet-15711	95	5	the	the	DET
cet-15711	95	6	hydrogen	hydrogen	NOUN
cet-15711	95	7	scheduling	scheduling	NOUN
cet-15711	95	8	balance	balance	NOUN
cet-15711	95	9	,	,	PUNCT
cet-15711	95	10	where	where	SCONJ
cet-15711	95	11	the	the	DET
cet-15711	95	12	electrolyzer	electrolyzer	NOUN
cet-15711	95	13	produces	produce	VERB
cet-15711	95	14	5.877×104	5.877×104	NUM
cet-15711	95	15	kg	kg	NOUN
cet-15711	95	16	of	of	ADP
cet-15711	95	17	hydrogen	hydrogen	NOUN
cet-15711	95	18	,	,	PUNCT
cet-15711	95	19	of	of	ADP
cet-15711	95	20	which	which	PRON
cet-15711	95	21	3.996×104	3.996×104	NUM
cet-15711	95	22	kg	kg	PROPN
cet-15711	95	23	is	be	AUX
cet-15711	95	24	sold	sell	VERB
cet-15711	95	25	.	.	PUNCT
cet-15711	96	1	the	the	DET
cet-15711	96	2	remaining	remain	VERB
cet-15711	96	3	hydrogen	hydrogen	NOUN
cet-15711	96	4	is	be	AUX
cet-15711	96	5	used	use	VERB
cet-15711	96	6	for	for	ADP
cet-15711	96	7	methanol	methanol	NOUN
cet-15711	96	8	synthesis	synthesis	NOUN
cet-15711	96	9	,	,	PUNCT
cet-15711	96	10	yielding	yield	VERB
cet-15711	96	11	1.8076×104	1.8076×104	PROPN
cet-15711	96	12	kg	kg	NOUN
cet-15711	96	13	of	of	ADP
cet-15711	96	14	methanol	methanol	NOUN
cet-15711	96	15	.	.	PUNCT
cet-15711	97	1	the	the	DET
cet-15711	97	2	overall	overall	ADJ
cet-15711	97	3	hydrogen	hydrogen	NOUN
cet-15711	97	4	utilization	utilization	NOUN
cet-15711	97	5	rate	rate	NOUN
cet-15711	97	6	is	be	AUX
cet-15711	97	7	approximately	approximately	ADV
cet-15711	97	8	32	32	NUM
cet-15711	97	9	%	%	NOUN
cet-15711	97	10	.	.	PUNCT
cet-15711	98	1	a	a	DET
cet-15711	98	2	b	b	NUM
cet-15711	98	3	figure	figure	NOUN
cet-15711	98	4	3	3	NUM
cet-15711	98	5	:	:	PUNCT
cet-15711	98	6	(	(	PUNCT
cet-15711	98	7	a	a	X
cet-15711	98	8	)	)	PUNCT
cet-15711	98	9	electrical	electrical	ADJ
cet-15711	98	10	power	power	NOUN
cet-15711	98	11	,	,	PUNCT
cet-15711	98	12	(	(	PUNCT
cet-15711	98	13	b	b	X
cet-15711	98	14	)	)	PUNCT
cet-15711	98	15	hydrogen	hydrogen	NOUN
cet-15711	98	16	balance	balance	NOUN
cet-15711	98	17	scheduling	scheduling	NOUN
cet-15711	98	18	diagram	diagram	NOUN
cet-15711	98	19	of	of	ADP
cet-15711	98	20	the	the	DET
cet-15711	98	21	optimized	optimize	VERB
cet-15711	98	22	model	model	NOUN
cet-15711	98	23	a	a	DET
cet-15711	98	24	b	b	NUM
cet-15711	98	25	figure	figure	NOUN
cet-15711	98	26	4	4	NUM
cet-15711	98	27	:	:	PUNCT
cet-15711	98	28	(	(	PUNCT
cet-15711	98	29	a	a	X
cet-15711	98	30	)	)	PUNCT
cet-15711	98	31	electrical	electrical	ADJ
cet-15711	98	32	power	power	NOUN
cet-15711	98	33	,	,	PUNCT
cet-15711	98	34	(	(	PUNCT
cet-15711	98	35	b	b	X
cet-15711	98	36	)	)	PUNCT
cet-15711	98	37	hydrogen	hydrogen	NOUN
cet-15711	98	38	balance	balance	NOUN
cet-15711	98	39	scheduling	scheduling	NOUN
cet-15711	98	40	diagram	diagram	NOUN
cet-15711	98	41	of	of	ADP
cet-15711	98	42	the	the	DET
cet-15711	98	43	stochastic	stochastic	ADJ
cet-15711	98	44	model	model	NOUN
cet-15711	98	45	ba	ba	PROPN
cet-15711	98	46	figure	figure	NOUN
cet-15711	98	47	5	5	NUM
cet-15711	98	48	:	:	PUNCT
cet-15711	98	49	the	the	DET
cet-15711	98	50	revenue	revenue	NOUN
cet-15711	98	51	and	and	CCONJ
cet-15711	98	52	cost	cost	NOUN
cet-15711	98	53	of	of	ADP
cet-15711	98	54	the	the	DET
cet-15711	98	55	(	(	PUNCT
cet-15711	98	56	a	a	NOUN
cet-15711	98	57	)	)	PUNCT
cet-15711	98	58	optimized	optimize	VERB
cet-15711	98	59	model	model	NOUN
cet-15711	98	60	,	,	PUNCT
cet-15711	98	61	(	(	PUNCT
cet-15711	98	62	b	b	X
cet-15711	98	63	)	)	PUNCT
cet-15711	98	64	stochastic	stochastic	ADJ
cet-15711	98	65	model	model	NOUN
cet-15711	98	66	according	accord	VERB
cet-15711	98	67	to	to	PART
cet-15711	98	68	figure	figure	VERB
cet-15711	98	69	5(a	5(a	NUM
cet-15711	98	70	)	)	PUNCT
cet-15711	98	71	,	,	PUNCT
cet-15711	98	72	the	the	DET
cet-15711	98	73	total	total	ADJ
cet-15711	98	74	system	system	NOUN
cet-15711	98	75	revenue	revenue	NOUN
cet-15711	98	76	amounts	amount	VERB
cet-15711	98	77	to	to	ADP
cet-15711	98	78	9.86×105	9.86×105	NOUN
cet-15711	98	79	cny	cny	NOUN
cet-15711	98	80	.	.	PROPN
cet-15711	99	1	among	among	ADP
cet-15711	99	2	this	this	PRON
cet-15711	99	3	,	,	PUNCT
cet-15711	99	4	hydrogen	hydrogen	NOUN
cet-15711	99	5	sales	sale	NOUN
cet-15711	99	6	are	be	AUX
cet-15711	99	7	the	the	DET
cet-15711	99	8	primary	primary	ADJ
cet-15711	99	9	source	source	NOUN
cet-15711	99	10	of	of	ADP
cet-15711	99	11	income	income	NOUN
cet-15711	99	12	,	,	PUNCT
cet-15711	99	13	generating	generate	VERB
cet-15711	99	14	7.995×105	7.995×105	NUM
cet-15711	99	15	cny	cny	NOUN
cet-15711	99	16	,	,	PUNCT
cet-15711	99	17	which	which	PRON
cet-15711	99	18	accounts	account	VERB
cet-15711	99	19	for	for	ADP
cet-15711	99	20	approximately	approximately	ADV
cet-15711	99	21	81	81	NUM
cet-15711	99	22	%	%	NOUN
cet-15711	99	23	of	of	ADP
cet-15711	99	24	the	the	DET
cet-15711	99	25	total	total	ADJ
cet-15711	99	26	revenue	revenue	NOUN
cet-15711	99	27	.	.	PUNCT
cet-15711	100	1	the	the	DET
cet-15711	100	2	final	final	ADJ
cet-15711	100	3	system	system	NOUN
cet-15711	100	4	profit	profit	NOUN
cet-15711	100	5	is	be	AUX
cet-15711	100	6	1.237×105	1.237×105	ADJ
cet-15711	100	7	cny	cny	NOUN
cet-15711	100	8	.	.	PUNCT
cet-15711	101	1	to	to	PART
cet-15711	101	2	further	far	ADV
cet-15711	101	3	validate	validate	VERB
cet-15711	101	4	the	the	DET
cet-15711	101	5	advantages	advantage	NOUN
cet-15711	101	6	of	of	ADP
cet-15711	101	7	the	the	DET
cet-15711	101	8	optimized	optimize	VERB
cet-15711	101	9	scheduling	scheduling	NOUN
cet-15711	101	10	model	model	NOUN
cet-15711	101	11	,	,	PUNCT
cet-15711	101	12	a	a	DET
cet-15711	101	13	comparative	comparative	ADJ
cet-15711	101	14	analysis	analysis	NOUN
cet-15711	101	15	was	be	AUX
cet-15711	101	16	conducted	conduct	VERB
cet-15711	101	17	against	against	ADP
cet-15711	101	18	a	a	DET
cet-15711	101	19	stochastic	stochastic	ADJ
cet-15711	101	20	model	model	NOUN
cet-15711	101	21	under	under	ADP
cet-15711	101	22	the	the	DET
cet-15711	101	23	same	same	ADJ
cet-15711	101	24	cost	cost	NOUN
cet-15711	101	25	parameters	parameter	NOUN
cet-15711	101	26	.	.	PUNCT
cet-15711	102	1	as	as	SCONJ
cet-15711	102	2	shown	show	VERB
cet-15711	102	3	in	in	ADP
cet-15711	102	4	figure	figure	NOUN
cet-15711	102	5	4(b	4(b	NUM
cet-15711	102	6	)	)	PUNCT
cet-15711	102	7	,	,	PUNCT
cet-15711	102	8	the	the	DET
cet-15711	102	9	electrolyzer	electrolyzer	NOUN
cet-15711	102	10	produces	produce	VERB
cet-15711	102	11	a	a	DET
cet-15711	102	12	total	total	NOUN
cet-15711	102	13	of	of	ADP
cet-15711	102	14	9.936×104	9.936×104	NUM
cet-15711	102	15	kg	kg	NOUN
cet-15711	102	16	of	of	ADP
cet-15711	102	17	hydrogen	hydrogen	NOUN
cet-15711	102	18	,	,	PUNCT
cet-15711	102	19	of	of	ADP
cet-15711	102	20	which	which	PRON
cet-15711	102	21	515	515	NUM
cet-15711	102	22	only	only	ADV
cet-15711	102	23	2	2	NUM
cet-15711	102	24	%	%	NOUN
cet-15711	102	25	is	be	AUX
cet-15711	102	26	used	use	VERB
cet-15711	102	27	for	for	ADP
cet-15711	102	28	methanol	methanol	NOUN
cet-15711	102	29	synthesis	synthesis	NOUN
cet-15711	102	30	.	.	PUNCT
cet-15711	103	1	figure	figure	NOUN
cet-15711	103	2	5(b	5(b	NUM
cet-15711	103	3	)	)	PUNCT
cet-15711	103	4	shows	show	VERB
cet-15711	103	5	that	that	SCONJ
cet-15711	103	6	the	the	DET
cet-15711	103	7	stochastic	stochastic	ADJ
cet-15711	103	8	model	model	NOUN
cet-15711	103	9	yields	yield	VERB
cet-15711	103	10	a	a	DET
cet-15711	103	11	final	final	ADJ
cet-15711	103	12	profit	profit	NOUN
cet-15711	103	13	of	of	ADP
cet-15711	103	14	7.348×104	7.348×104	PROPN
cet-15711	103	15	cny	cny	PROPN
cet-15711	103	16	,	,	PUNCT
cet-15711	103	17	while	while	SCONJ
cet-15711	103	18	the	the	DET
cet-15711	103	19	optimized	optimize	VERB
cet-15711	103	20	model	model	NOUN
cet-15711	103	21	achieves	achieve	VERB
cet-15711	103	22	a	a	DET
cet-15711	103	23	68.3	68.3	NUM
cet-15711	103	24	%	%	NOUN
cet-15711	103	25	increase	increase	NOUN
cet-15711	103	26	in	in	ADP
cet-15711	103	27	profit	profit	NOUN
cet-15711	103	28	.	.	PUNCT
cet-15711	104	1	in	in	ADP
cet-15711	104	2	addition	addition	NOUN
cet-15711	104	3	,	,	PUNCT
cet-15711	104	4	the	the	DET
cet-15711	104	5	hydrogen	hydrogen	NOUN
cet-15711	104	6	utilization	utilization	NOUN
cet-15711	104	7	rate	rate	NOUN
cet-15711	104	8	rises	rise	VERB
cet-15711	104	9	from	from	ADP
cet-15711	104	10	2	2	NUM
cet-15711	104	11	%	%	NOUN
cet-15711	104	12	to	to	ADP
cet-15711	104	13	32	32	NUM
cet-15711	104	14	%	%	NOUN
cet-15711	104	15	,	,	PUNCT
cet-15711	104	16	indicating	indicate	VERB
cet-15711	104	17	a	a	DET
cet-15711	104	18	higher	high	ADJ
cet-15711	104	19	share	share	NOUN
cet-15711	104	20	of	of	ADP
cet-15711	104	21	hydrogen	hydrogen	NOUN
cet-15711	104	22	being	be	AUX
cet-15711	104	23	used	use	VERB
cet-15711	104	24	for	for	ADP
cet-15711	104	25	methanol	methanol	NOUN
cet-15711	104	26	production	production	NOUN
cet-15711	104	27	.	.	PUNCT
cet-15711	105	1	these	these	DET
cet-15711	105	2	results	result	NOUN
cet-15711	105	3	demonstrate	demonstrate	VERB
cet-15711	105	4	that	that	SCONJ
cet-15711	105	5	,	,	PUNCT
cet-15711	105	6	under	under	ADP
cet-15711	105	7	all	all	DET
cet-15711	105	8	operational	operational	ADJ
cet-15711	105	9	constraints	constraint	NOUN
cet-15711	105	10	,	,	PUNCT
cet-15711	105	11	the	the	DET
cet-15711	105	12	optimized	optimize	VERB
cet-15711	105	13	scheduling	scheduling	NOUN
cet-15711	105	14	model	model	NOUN
cet-15711	105	15	significantly	significantly	ADV
cet-15711	105	16	enhances	enhance	VERB
cet-15711	105	17	the	the	DET
cet-15711	105	18	economic	economic	ADJ
cet-15711	105	19	performance	performance	NOUN
cet-15711	105	20	and	and	CCONJ
cet-15711	105	21	energy	energy	NOUN
cet-15711	105	22	conversion	conversion	NOUN
cet-15711	105	23	efficiency	efficiency	NOUN
cet-15711	105	24	.	.	PUNCT
cet-15711	106	1	5	5	X
cet-15711	106	2	.	.	X
cet-15711	106	3	conclusions	conclusion	NOUN
cet-15711	106	4	experimental	experimental	ADJ
cet-15711	106	5	research	research	NOUN
cet-15711	106	6	on	on	ADP
cet-15711	106	7	the	the	DET
cet-15711	106	8	gehmis	gehmis	NOUN
cet-15711	106	9	based	base	VERB
cet-15711	106	10	on	on	ADP
cet-15711	106	11	lstm	lstm	NOUN
cet-15711	106	12	prediction	prediction	NOUN
cet-15711	106	13	demonstrates	demonstrate	VERB
cet-15711	106	14	excellent	excellent	ADJ
cet-15711	106	15	performance	performance	NOUN
cet-15711	106	16	in	in	ADP
cet-15711	106	17	wind	wind	NOUN
cet-15711	106	18	speed	speed	NOUN
cet-15711	106	19	and	and	CCONJ
cet-15711	106	20	temperature	temperature	NOUN
cet-15711	106	21	prediction	prediction	NOUN
cet-15711	106	22	,	,	PUNCT
cet-15711	106	23	with	with	ADP
cet-15711	106	24	mape	mape	NOUN
cet-15711	106	25	below	below	ADP
cet-15711	106	26	0.3	0.3	NUM
cet-15711	106	27	%	%	NOUN
cet-15711	106	28	.	.	PUNCT
cet-15711	107	1	compared	compare	VERB
cet-15711	107	2	to	to	ADP
cet-15711	107	3	the	the	DET
cet-15711	107	4	random	random	ADJ
cet-15711	107	5	allocation	allocation	NOUN
cet-15711	107	6	model	model	NOUN
cet-15711	107	7	,	,	PUNCT
cet-15711	107	8	the	the	DET
cet-15711	107	9	optimized	optimize	VERB
cet-15711	107	10	scheduling	scheduling	NOUN
cet-15711	107	11	model	model	NOUN
cet-15711	107	12	boosts	boost	VERB
cet-15711	107	13	economic	economic	ADJ
cet-15711	107	14	benefits	benefit	NOUN
cet-15711	107	15	by	by	ADP
cet-15711	107	16	68.3	68.3	NUM
cet-15711	107	17	%	%	NOUN
cet-15711	107	18	,	,	PUNCT
cet-15711	107	19	increases	increase	VERB
cet-15711	107	20	hydrogen	hydrogen	NOUN
cet-15711	107	21	utilization	utilization	NOUN
cet-15711	107	22	rate	rate	NOUN
cet-15711	107	23	by	by	ADP
cet-15711	107	24	30	30	NUM
cet-15711	107	25	%	%	NOUN
cet-15711	107	26	.	.	PUNCT
cet-15711	108	1	these	these	DET
cet-15711	108	2	results	result	NOUN
cet-15711	108	3	demonstrate	demonstrate	VERB
cet-15711	108	4	that	that	SCONJ
cet-15711	108	5	the	the	DET
cet-15711	108	6	optimized	optimize	VERB
cet-15711	108	7	model	model	NOUN
cet-15711	108	8	significantly	significantly	ADV
cet-15711	108	9	improves	improve	VERB
cet-15711	108	10	system	system	NOUN
cet-15711	108	11	operational	operational	ADJ
cet-15711	108	12	efficiency	efficiency	NOUN
cet-15711	108	13	and	and	CCONJ
cet-15711	108	14	economic	economic	ADJ
cet-15711	108	15	performance	performance	NOUN
cet-15711	108	16	,	,	PUNCT
cet-15711	108	17	providing	provide	VERB
cet-15711	108	18	strong	strong	ADJ
cet-15711	108	19	support	support	NOUN
cet-15711	108	20	for	for	ADP
cet-15711	108	21	stable	stable	ADJ
cet-15711	108	22	operation	operation	NOUN
cet-15711	108	23	and	and	CCONJ
cet-15711	108	24	efficient	efficient	ADJ
cet-15711	108	25	energy	energy	NOUN
cet-15711	108	26	conversion	conversion	NOUN
cet-15711	108	27	.	.	PUNCT
cet-15711	109	1	future	future	ADJ
cet-15711	109	2	research	research	NOUN
cet-15711	109	3	should	should	AUX
cet-15711	109	4	focus	focus	VERB
cet-15711	109	5	on	on	ADP
cet-15711	109	6	integrating	integrate	VERB
cet-15711	109	7	multi	multi	ADJ
cet-15711	109	8	-	-	ADJ
cet-15711	109	9	objective	objective	ADJ
cet-15711	109	10	optimization	optimization	NOUN
cet-15711	109	11	algorithms	algorithm	NOUN
cet-15711	109	12	and	and	CCONJ
cet-15711	109	13	improving	improve	VERB
cet-15711	109	14	real	real	ADJ
cet-15711	109	15	-	-	PUNCT
cet-15711	109	16	time	time	NOUN
cet-15711	109	17	scheduling	scheduling	NOUN
cet-15711	109	18	to	to	PART
cet-15711	109	19	enhance	enhance	VERB
cet-15711	109	20	system	system	NOUN
cet-15711	109	21	performance	performance	NOUN
cet-15711	109	22	.	.	PUNCT
cet-15711	110	1	these	these	DET
cet-15711	110	2	advances	advance	NOUN
cet-15711	110	3	will	will	AUX
cet-15711	110	4	support	support	VERB
cet-15711	110	5	large	large	ADJ
cet-15711	110	6	-	-	PUNCT
cet-15711	110	7	scale	scale	NOUN
cet-15711	110	8	green	green	ADJ
cet-15711	110	9	energy	energy	NOUN
cet-15711	110	10	deployment	deployment	NOUN
cet-15711	110	11	and	and	CCONJ
cet-15711	110	12	aid	aid	VERB
cet-15711	110	13	the	the	DET
cet-15711	110	14	global	global	ADJ
cet-15711	110	15	energy	energy	NOUN
cet-15711	110	16	transition	transition	NOUN
cet-15711	110	17	toward	toward	ADP
cet-15711	110	18	sustainable	sustainable	ADJ
cet-15711	110	19	development	development	NOUN
cet-15711	110	20	goals	goal	NOUN
cet-15711	110	21	.	.	PUNCT
cet-15711	111	1	acknowledgments	acknowledgment	NOUN
cet-15711	111	2	this	this	DET
cet-15711	111	3	work	work	NOUN
cet-15711	111	4	was	be	AUX
cet-15711	111	5	supported	support	VERB
cet-15711	111	6	by	by	ADP
cet-15711	111	7	national	national	ADJ
cet-15711	111	8	natural	natural	PROPN
cet-15711	111	9	science	science	PROPN
cet-15711	111	10	foundation	foundation	PROPN
cet-15711	111	11	of	of	ADP
cet-15711	111	12	china	china	PROPN
cet-15711	111	13	(	(	PUNCT
cet-15711	111	14	62073142	62073142	NUM
cet-15711	111	15	)	)	PUNCT
cet-15711	111	16	,	,	PUNCT
cet-15711	111	17	science	science	NOUN
cet-15711	111	18	foundation	foundation	PROPN
cet-15711	111	19	of	of	ADP
cet-15711	111	20	china	china	PROPN
cet-15711	111	21	university	university	PROPN
cet-15711	111	22	of	of	ADP
cet-15711	111	23	petroleum	petroleum	PROPN
cet-15711	111	24	,	,	PUNCT
cet-15711	111	25	beijing	beijing	PROPN
cet-15711	111	26	(	(	PUNCT
cet-15711	111	27	no.2462024yjrc011	no.2462024yjrc011	PROPN
cet-15711	111	28	)	)	PUNCT
cet-15711	111	29	and	and	CCONJ
cet-15711	111	30	the	the	DET
cet-15711	111	31	open	open	ADJ
cet-15711	111	32	research	research	NOUN
cet-15711	111	33	project	project	NOUN
cet-15711	111	34	of	of	ADP
cet-15711	111	35	the	the	DET
cet-15711	111	36	state	state	NOUN
cet-15711	111	37	key	key	ADJ
cet-15711	111	38	laboratory	laboratory	NOUN
cet-15711	111	39	of	of	ADP
cet-15711	111	40	industrial	industrial	ADJ
cet-15711	111	41	control	control	PROPN
cet-15711	111	42	technology	technology	PROPN
cet-15711	111	43	,	,	PUNCT
cet-15711	111	44	china	china	PROPN
cet-15711	111	45	(	(	PUNCT
cet-15711	111	46	grant	grant	VERB
cet-15711	111	47	no	no	INTJ
cet-15711	111	48	.	.	PUNCT
cet-15711	111	49	ict2024b70	ict2024b70	NOUN
cet-15711	111	50	)	)	PUNCT
cet-15711	111	51	.	.	PUNCT
cet-15711	112	1	xinglin	xinglin	PROPN
cet-15711	112	2	tong	tong	PROPN
cet-15711	112	3	is	be	AUX
cet-15711	112	4	an	an	DET
cet-15711	112	5	adjunct	adjunct	ADJ
cet-15711	112	6	professor	professor	NOUN
cet-15711	112	7	at	at	ADP
cet-15711	112	8	the	the	DET
cet-15711	112	9	department	department	PROPN
cet-15711	112	10	of	of	ADP
cet-15711	112	11	automation	automation	NOUN
cet-15711	112	12	,	,	PUNCT
cet-15711	112	13	college	college	NOUN
cet-15711	112	14	of	of	ADP
cet-15711	112	15	artificial	artificial	ADJ
cet-15711	112	16	intelligence	intelligence	NOUN
cet-15711	112	17	,	,	PUNCT
cet-15711	112	18	china	china	PROPN
cet-15711	112	19	university	university	PROPN
cet-15711	112	20	of	of	ADP
cet-15711	112	21	petroleum	petroleum	PROPN
cet-15711	112	22	,	,	PUNCT
cet-15711	112	23	beijing	beijing	PROPN
cet-15711	112	24	.	.	PUNCT
cet-15711	113	1	references	reference	NOUN
cet-15711	113	2	al	al	PROPN
cet-15711	113	3	-	-	PUNCT
cet-15711	113	4	qaness	qaness	NOUN
cet-15711	113	5	m.a.a	m.a.a	NOUN
cet-15711	113	6	.	.	PUNCT
cet-15711	113	7	,	,	PUNCT
cet-15711	113	8	ewees	ewee	VERB
cet-15711	113	9	a.a	a.a	PROPN
cet-15711	113	10	.	.	PROPN
cet-15711	113	11	,	,	PUNCT
cet-15711	113	12	aseeri	aseeri	PROPN
cet-15711	113	13	a.o	a.o	PROPN
cet-15711	113	14	.	.	PROPN
cet-15711	113	15	,	,	PUNCT
cet-15711	113	16	elaziz	elaziz	PROPN
cet-15711	113	17	m.a	m.a	PROPN
cet-15711	113	18	.	.	PROPN
cet-15711	113	19	,	,	PUNCT
cet-15711	113	20	2024	2024	NUM
cet-15711	113	21	,	,	PUNCT
cet-15711	113	22	wind	wind	NOUN
cet-15711	113	23	power	power	NOUN
cet-15711	113	24	forecasting	forecasting	NOUN
cet-15711	113	25	using	use	VERB
cet-15711	113	26	optimized	optimize	VERB
cet-15711	113	27	lstm	lstm	NOUN
cet-15711	113	28	by	by	ADP
cet-15711	113	29	attraction	attraction	NOUN
cet-15711	113	30	-	-	PUNCT
cet-15711	113	31	repulsion	repulsion	NOUN
cet-15711	113	32	optimization	optimization	NOUN
cet-15711	113	33	algorithm	algorithm	NOUN
cet-15711	113	34	.	.	PUNCT
cet-15711	114	1	ain	ain	PROPN
cet-15711	114	2	shams	sham	VERB
cet-15711	114	3	engineering	engineering	NOUN
cet-15711	114	4	journal	journal	NOUN
cet-15711	114	5	,	,	PUNCT
cet-15711	114	6	15	15	NUM
cet-15711	114	7	,	,	PUNCT
cet-15711	114	8	103150	103150	NUM
cet-15711	114	9	.	.	PUNCT
cet-15711	115	1	buttler	buttler	PROPN
cet-15711	115	2	a.	a.	PROPN
cet-15711	115	3	,	,	PUNCT
cet-15711	115	4	spliethoff	spliethoff	PROPN
cet-15711	115	5	h.	h.	PROPN
cet-15711	115	6	,	,	PUNCT
cet-15711	115	7	2018	2018	NUM
cet-15711	115	8	,	,	PUNCT
cet-15711	115	9	current	current	ADJ
cet-15711	115	10	status	status	NOUN
cet-15711	115	11	of	of	ADP
cet-15711	115	12	water	water	NOUN
cet-15711	115	13	electrolysis	electrolysis	NOUN
cet-15711	115	14	for	for	ADP
cet-15711	115	15	energy	energy	NOUN
cet-15711	115	16	storage	storage	NOUN
cet-15711	115	17	,	,	PUNCT
cet-15711	115	18	grid	grid	NOUN
cet-15711	115	19	balancing	balancing	NOUN
cet-15711	115	20	and	and	CCONJ
cet-15711	115	21	sector	sector	NOUN
cet-15711	115	22	coupling	coupling	NOUN
cet-15711	115	23	via	via	ADP
cet-15711	115	24	power	power	NOUN
cet-15711	115	25	-	-	PUNCT
cet-15711	115	26	to	to	ADP
cet-15711	115	27	-	-	PUNCT
cet-15711	115	28	gas	gas	NOUN
cet-15711	115	29	and	and	CCONJ
cet-15711	115	30	power	power	NOUN
cet-15711	115	31	-	-	PUNCT
cet-15711	115	32	to	to	ADP
cet-15711	115	33	-	-	PUNCT
cet-15711	115	34	liquids	liquid	NOUN
cet-15711	115	35	:	:	PUNCT
cet-15711	115	36	a	a	DET
cet-15711	115	37	review	review	NOUN
cet-15711	115	38	.	.	PUNCT
cet-15711	116	1	renewable	renewable	ADJ
cet-15711	116	2	and	and	CCONJ
cet-15711	116	3	sustainable	sustainable	ADJ
cet-15711	116	4	energy	energy	NOUN
cet-15711	116	5	reviews	review	NOUN
cet-15711	116	6	,	,	PUNCT
cet-15711	116	7	82	82	NUM
cet-15711	116	8	,	,	PUNCT
cet-15711	116	9	2440–2454	2440–2454	NUM
cet-15711	116	10	.	.	PUNCT
cet-15711	117	1	hochreiter	hochreiter	PROPN
cet-15711	117	2	s.	s.	PROPN
cet-15711	117	3	,	,	PUNCT
cet-15711	117	4	schmidhuber	schmidhuber	PROPN
cet-15711	117	5	j.	j.	PROPN
cet-15711	117	6	,	,	PUNCT
cet-15711	117	7	1997	1997	NUM
cet-15711	117	8	,	,	PUNCT
cet-15711	117	9	long	long	ADJ
cet-15711	117	10	short	short	ADJ
cet-15711	117	11	-	-	PUNCT
cet-15711	117	12	term	term	NOUN
cet-15711	117	13	memory	memory	NOUN
cet-15711	117	14	.	.	PUNCT
cet-15711	118	1	neural	neural	ADJ
cet-15711	118	2	computation	computation	NOUN
cet-15711	118	3	,	,	PUNCT
cet-15711	118	4	9	9	NUM
cet-15711	118	5	,	,	PUNCT
cet-15711	118	6	1735–1780	1735–1780	NUM
cet-15711	118	7	.	.	PUNCT
cet-15711	119	1	liu	liu	PROPN
cet-15711	119	2	k.	k.	PROPN
cet-15711	119	3	,	,	PUNCT
cet-15711	119	4	zhou	zhou	PROPN
cet-15711	119	5	j.	j.	PROPN
cet-15711	119	6	,	,	PUNCT
cet-15711	119	7	xu	xu	PROPN
cet-15711	119	8	g.	g.	PROPN
cet-15711	119	9	,	,	PUNCT
cet-15711	119	10	chen	chen	PROPN
cet-15711	119	11	y.	y.	PROPN
cet-15711	119	12	,	,	PUNCT
cet-15711	119	13	zhang	zhang	PROPN
cet-15711	119	14	r.	r.	PROPN
cet-15711	119	15	,	,	PUNCT
cet-15711	119	16	liu	liu	PROPN
cet-15711	119	17	w.	w.	PROPN
cet-15711	119	18	,	,	PUNCT
cet-15711	119	19	2023	2023	NUM
cet-15711	119	20	,	,	PUNCT
cet-15711	119	21	planning	planning	NOUN
cet-15711	119	22	and	and	CCONJ
cet-15711	119	23	scheduling	scheduling	NOUN
cet-15711	119	24	of	of	ADP
cet-15711	119	25	integrated	integrate	VERB
cet-15711	119	26	system	system	NOUN
cet-15711	119	27	of	of	ADP
cet-15711	119	28	light	light	ADJ
cet-15711	119	29	hydrogen	hydrogen	NOUN
cet-15711	119	30	storage	storage	NOUN
cet-15711	119	31	and	and	CCONJ
cet-15711	119	32	methanol	methanol	NOUN
cet-15711	119	33	for	for	ADP
cet-15711	119	34	high	high	ADJ
cet-15711	119	35	proportion	proportion	NOUN
cet-15711	119	36	of	of	ADP
cet-15711	119	37	renewable	renewable	ADJ
cet-15711	119	38	energy	energy	NOUN
cet-15711	119	39	consumption	consumption	NOUN
cet-15711	119	40	.	.	PUNCT
cet-15711	120	1	journal	journal	NOUN
cet-15711	120	2	of	of	ADP
cet-15711	120	3	chinese	chinese	ADJ
cet-15711	120	4	society	society	NOUN
cet-15711	120	5	of	of	ADP
cet-15711	120	6	power	power	NOUN
cet-15711	120	7	engineering	engineering	NOUN
cet-15711	120	8	,	,	PUNCT
cet-15711	120	9	43	43	NUM
cet-15711	120	10	,	,	PUNCT
cet-15711	120	11	1477–1486	1477–1486	NUM
cet-15711	120	12	.	.	PUNCT
cet-15711	121	1	(	(	PUNCT
cet-15711	121	2	in	in	ADP
cet-15711	121	3	chinese	chinese	ADJ
cet-15711	121	4	)	)	PUNCT
cet-15711	121	5	mazzeo	mazzeo	NOUN
cet-15711	121	6	d.	d.	PROPN
cet-15711	121	7	,	,	PUNCT
cet-15711	121	8	herdem	herdem	PROPN
cet-15711	121	9	m.s	m.s	PROPN
cet-15711	121	10	.	.	PROPN
cet-15711	121	11	,	,	PUNCT
cet-15711	121	12	matera	matera	PROPN
cet-15711	121	13	n.	n.	PROPN
cet-15711	121	14	,	,	PUNCT
cet-15711	121	15	wen	wen	PROPN
cet-15711	121	16	j.z	j.z	PROPN
cet-15711	121	17	.	.	PROPN
cet-15711	121	18	,	,	PUNCT
cet-15711	121	19	2022	2022	NUM
cet-15711	121	20	,	,	PUNCT
cet-15711	121	21	green	green	ADJ
cet-15711	121	22	hydrogen	hydrogen	NOUN
cet-15711	121	23	production	production	NOUN
cet-15711	121	24	:	:	PUNCT
cet-15711	121	25	analysis	analysis	NOUN
cet-15711	121	26	for	for	ADP
cet-15711	121	27	different	different	ADJ
cet-15711	121	28	single	single	ADJ
cet-15711	121	29	or	or	CCONJ
cet-15711	121	30	combined	combine	VERB
cet-15711	121	31	large	large	ADJ
cet-15711	121	32	-	-	PUNCT
cet-15711	121	33	scale	scale	NOUN
cet-15711	121	34	photovoltaic	photovoltaic	NOUN
cet-15711	121	35	and	and	CCONJ
cet-15711	121	36	wind	wind	NOUN
cet-15711	121	37	renewable	renewable	ADJ
cet-15711	121	38	systems	system	NOUN
cet-15711	121	39	.	.	PUNCT
cet-15711	122	1	renewable	renewable	ADJ
cet-15711	122	2	energy	energy	NOUN
cet-15711	122	3	,	,	PUNCT
cet-15711	122	4	200	200	NUM
cet-15711	122	5	,	,	PUNCT
cet-15711	122	6	360–378	360–378	NUM
cet-15711	122	7	.	.	PUNCT
cet-15711	123	1	macedo	macedo	PROPN
cet-15711	123	2	s.	s.	PROPN
cet-15711	123	3	f.	f.	PROPN
cet-15711	123	4	,	,	PUNCT
cet-15711	123	5	peyerl	peyerl	PROPN
cet-15711	123	6	d.	d.	PROPN
cet-15711	123	7	,2022	,2022	PUNCT
cet-15711	123	8	,	,	PUNCT
cet-15711	123	9	prospects	prospect	NOUN
cet-15711	123	10	and	and	CCONJ
cet-15711	123	11	economic	economic	ADJ
cet-15711	123	12	feasibility	feasibility	NOUN
cet-15711	123	13	analysis	analysis	NOUN
cet-15711	123	14	of	of	ADP
cet-15711	123	15	wind	wind	NOUN
cet-15711	123	16	and	and	CCONJ
cet-15711	123	17	solar	solar	ADJ
cet-15711	123	18	photovoltaic	photovoltaic	NOUN
cet-15711	123	19	hybrid	hybrid	NOUN
cet-15711	123	20	systems	system	NOUN
cet-15711	123	21	for	for	ADP
cet-15711	123	22	hydrogen	hydrogen	NOUN
cet-15711	123	23	production	production	NOUN
cet-15711	123	24	and	and	CCONJ
cet-15711	123	25	storage	storage	NOUN
cet-15711	123	26	:	:	PUNCT
cet-15711	123	27	a	a	DET
cet-15711	123	28	case	case	NOUN
cet-15711	123	29	study	study	NOUN
cet-15711	123	30	of	of	ADP
cet-15711	123	31	the	the	DET
cet-15711	123	32	brazilian	brazilian	ADJ
cet-15711	123	33	electric	electric	ADJ
cet-15711	123	34	power	power	NOUN
cet-15711	123	35	sector	sector	NOUN
cet-15711	123	36	.	.	PUNCT
cet-15711	124	1	international	international	ADJ
cet-15711	124	2	journal	journal	PROPN
cet-15711	124	3	of	of	ADP
cet-15711	124	4	hydrogen	hydrogen	NOUN
cet-15711	124	5	energy	energy	NOUN
cet-15711	124	6	,	,	PUNCT
cet-15711	124	7	2022	2022	NUM
cet-15711	124	8	,	,	PUNCT
cet-15711	124	9	47	47	NUM
cet-15711	124	10	,	,	PUNCT
cet-15711	124	11	10460–10473	10460–10473	NUM
cet-15711	124	12	.	.	PUNCT
cet-15711	125	1	prakash	prakash	PROPN
cet-15711	125	2	g.k.s	g.k.s	PROPN
cet-15711	125	3	.	.	PROPN
cet-15711	125	4	,	,	PUNCT
cet-15711	125	5	olah	olah	PROPN
cet-15711	125	6	g.	g.	PROPN
cet-15711	125	7	,	,	PUNCT
cet-15711	125	8	goeppert	goeppert	NOUN
cet-15711	125	9	a.	a.	NOUN
cet-15711	125	10	,	,	PUNCT
cet-15711	125	11	2011	2011	NUM
cet-15711	125	12	,	,	PUNCT
cet-15711	125	13	beyond	beyond	ADP
cet-15711	125	14	oil	oil	NOUN
cet-15711	125	15	and	and	CCONJ
cet-15711	125	16	gas	gas	NOUN
cet-15711	125	17	:	:	PUNCT
cet-15711	125	18	the	the	DET
cet-15711	125	19	methanol	methanol	NOUN
cet-15711	125	20	economy	economy	NOUN
cet-15711	125	21	.	.	PUNCT
cet-15711	126	1	ecs	ec	NOUN
cet-15711	126	2	transactions	transaction	NOUN
cet-15711	126	3	,	,	PUNCT
cet-15711	126	4	35	35	NUM
cet-15711	126	5	,	,	PUNCT
cet-15711	126	6	31	31	NUM
cet-15711	126	7	.	.	PUNCT
cet-15711	127	1	sherstinsky	sherstinsky	PROPN
cet-15711	127	2	a.	a.	PROPN
cet-15711	127	3	,	,	PUNCT
cet-15711	127	4	2020	2020	NUM
cet-15711	127	5	,	,	PUNCT
cet-15711	127	6	fundamentals	fundamental	NOUN
cet-15711	127	7	of	of	ADP
cet-15711	127	8	recurrent	recurrent	ADJ
cet-15711	127	9	neural	neural	ADJ
cet-15711	127	10	network	network	NOUN
cet-15711	127	11	(	(	PUNCT
cet-15711	127	12	rnn	rnn	PROPN
cet-15711	127	13	)	)	PUNCT
cet-15711	127	14	and	and	CCONJ
cet-15711	127	15	long	long	ADJ
cet-15711	127	16	short	short	ADJ
cet-15711	127	17	-	-	PUNCT
cet-15711	127	18	term	term	NOUN
cet-15711	127	19	memory	memory	NOUN
cet-15711	127	20	(	(	PUNCT
cet-15711	127	21	lstm	lstm	NOUN
cet-15711	127	22	)	)	PUNCT
cet-15711	127	23	network	network	NOUN
cet-15711	127	24	.	.	PUNCT
cet-15711	128	1	physica	physica	PROPN
cet-15711	128	2	d	d	NOUN
cet-15711	128	3	:	:	PUNCT
cet-15711	128	4	nonlinear	nonlinear	ADJ
cet-15711	128	5	phenomena	phenomenon	NOUN
cet-15711	128	6	,	,	PUNCT
cet-15711	128	7	404	404	NUM
cet-15711	128	8	,	,	PUNCT
cet-15711	128	9	132306	132306	NUM
cet-15711	128	10	.	.	PUNCT
cet-15711	129	1	wang	wang	PROPN
cet-15711	129	2	j.	j.	PROPN
cet-15711	129	3	,	,	PUNCT
cet-15711	129	4	zhang	zhang	PROPN
cet-15711	129	5	c.	c.	PROPN
cet-15711	129	6	,	,	PUNCT
cet-15711	129	7	ai	ai	VERB
cet-15711	129	8	s.	s.	PROPN
cet-15711	129	9	,	,	PUNCT
cet-15711	129	10	yang	yang	PROPN
cet-15711	129	11	x.	x.	PROPN
cet-15711	129	12	,	,	PUNCT
cet-15711	129	13	ge	ge	PROPN
cet-15711	129	14	m.	m.	PROPN
cet-15711	129	15	,	,	PUNCT
cet-15711	129	16	2024	2024	NUM
cet-15711	129	17	,	,	PUNCT
cet-15711	129	18	modeling	modeling	NOUN
cet-15711	129	19	and	and	CCONJ
cet-15711	129	20	analysis	analysis	NOUN
cet-15711	129	21	of	of	ADP
cet-15711	129	22	multi	multi	ADJ
cet-15711	129	23	-	-	ADJ
cet-15711	129	24	energy	energy	ADJ
cet-15711	129	25	isolated	isolate	VERB
cet-15711	129	26	microgrid	microgrid	NOUN
cet-15711	129	27	with	with	ADP
cet-15711	129	28	wind	wind	NOUN
cet-15711	129	29	-	-	PUNCT
cet-15711	129	30	pv	pv	NOUN
cet-15711	129	31	-	-	PUNCT
cet-15711	129	32	diesel	diesel	NOUN
cet-15711	129	33	-	-	PUNCT
cet-15711	129	34	storage	storage	NOUN
cet-15711	129	35	in	in	ADP
cet-15711	129	36	islands	island	NOUN
cet-15711	129	37	and	and	CCONJ
cet-15711	129	38	reefs	reef	NOUN
cet-15711	129	39	.	.	PROPN
cet-15711	130	1	journal	journal	PROPN
cet-15711	130	2	of	of	ADP
cet-15711	130	3	naval	naval	PROPN
cet-15711	130	4	university	university	PROPN
cet-15711	130	5	of	of	ADP
cet-15711	130	6	engineering	engineering	PROPN
cet-15711	130	7	,	,	PUNCT
cet-15711	130	8	36	36	NUM
cet-15711	130	9	,	,	PUNCT
cet-15711	130	10	79–86	79–86	NUM
cet-15711	130	11	.	.	PUNCT
cet-15711	131	1	(	(	PUNCT
cet-15711	131	2	in	in	ADP
cet-15711	131	3	chinese	chinese	PROPN
cet-15711	131	4	)	)	PUNCT
cet-15711	131	5	wang	wang	PROPN
cet-15711	131	6	y.	y.	PROPN
cet-15711	131	7	,	,	PUNCT
cet-15711	131	8	song	song	NOUN
cet-15711	131	9	m.	m.	NOUN
cet-15711	131	10	,	,	PUNCT
cet-15711	131	11	jia	jia	PROPN
cet-15711	131	12	m.	m.	PROPN
cet-15711	131	13	,	,	PUNCT
cet-15711	131	14	li	li	PROPN
cet-15711	131	15	b.	b.	PROPN
cet-15711	131	16	,	,	PUNCT
cet-15711	131	17	fei	fei	PROPN
cet-15711	131	18	h.	h.	PROPN
cet-15711	131	19	,	,	PUNCT
cet-15711	131	20	zhang	zhang	PROPN
cet-15711	131	21	y.	y.	PROPN
cet-15711	131	22	,	,	PUNCT
cet-15711	131	23	wang	wang	PROPN
cet-15711	131	24	x.	x.	PROPN
cet-15711	131	25	,	,	PUNCT
cet-15711	131	26	2023	2023	NUM
cet-15711	131	27	,	,	PUNCT
cet-15711	131	28	multi	multi	ADJ
cet-15711	131	29	-	-	ADJ
cet-15711	131	30	objective	objective	ADJ
cet-15711	131	31	distributionally	distributionally	ADV
cet-15711	131	32	robust	robust	ADJ
cet-15711	131	33	optimization	optimization	NOUN
cet-15711	131	34	for	for	ADP
cet-15711	131	35	hydrogen	hydrogen	NOUN
cet-15711	131	36	-	-	PUNCT
cet-15711	131	37	involved	involve	VERB
cet-15711	131	38	total	total	ADJ
cet-15711	131	39	renewable	renewable	ADJ
cet-15711	131	40	energy	energy	NOUN
cet-15711	131	41	cchp	cchp	NOUN
cet-15711	131	42	planning	plan	VERB
cet-15711	131	43	under	under	ADP
cet-15711	131	44	source	source	NOUN
cet-15711	131	45	-	-	PUNCT
cet-15711	131	46	load	load	NOUN
cet-15711	131	47	uncertainties	uncertainty	NOUN
cet-15711	131	48	.	.	PUNCT
cet-15711	132	1	applied	apply	VERB
cet-15711	132	2	energy	energy	NOUN
cet-15711	132	3	,	,	PUNCT
cet-15711	132	4	342	342	NUM
cet-15711	132	5	,	,	PUNCT
cet-15711	132	6	121212	121212	NUM
cet-15711	132	7	.	.	PUNCT
cet-15711	133	1	wiser	wise	ADJ
cet-15711	133	2	r.	r.	PROPN
cet-15711	133	3	,	,	PUNCT
cet-15711	133	4	bolinger	bolinger	NOUN
cet-15711	133	5	m.	m.	NOUN
cet-15711	133	6	,	,	PUNCT
cet-15711	133	7	lantz	lantz	PROPN
cet-15711	133	8	e.	e.	PROPN
cet-15711	133	9	,	,	PUNCT
cet-15711	133	10	2019	2019	NUM
cet-15711	133	11	,	,	PUNCT
cet-15711	133	12	assessing	assess	VERB
cet-15711	133	13	wind	wind	NOUN
cet-15711	133	14	power	power	NOUN
cet-15711	133	15	operating	operating	NOUN
cet-15711	133	16	costs	cost	NOUN
cet-15711	133	17	in	in	ADP
cet-15711	133	18	the	the	DET
cet-15711	133	19	united	united	PROPN
cet-15711	133	20	states	states	PROPN
cet-15711	133	21	:	:	PUNCT
cet-15711	133	22	results	result	VERB
cet-15711	133	23	from	from	ADP
cet-15711	133	24	a	a	DET
cet-15711	133	25	survey	survey	NOUN
cet-15711	133	26	of	of	ADP
cet-15711	133	27	wind	wind	NOUN
cet-15711	133	28	industry	industry	NOUN
cet-15711	133	29	experts	expert	NOUN
cet-15711	133	30	.	.	PUNCT
cet-15711	134	1	renewable	renewable	ADJ
cet-15711	134	2	energy	energy	NOUN
cet-15711	134	3	focus	focus	NOUN
cet-15711	134	4	,	,	PUNCT
cet-15711	134	5	30	30	NUM
cet-15711	134	6	,	,	PUNCT
cet-15711	134	7	46–57	46–57	NUM
cet-15711	134	8	.	.	PUNCT
cet-15711	135	1	yousefi	yousefi	PROPN
cet-15711	135	2	h.	h.	PROPN
cet-15711	135	3	,	,	PUNCT
cet-15711	135	4	ghodusinejad	ghodusinejad	PROPN
cet-15711	135	5	m.h	m.h	PROPN
cet-15711	135	6	.	.	PROPN
cet-15711	135	7	,	,	PUNCT
cet-15711	135	8	noorollahi	noorollahi	NOUN
cet-15711	135	9	y.	y.	PROPN
cet-15711	135	10	,	,	PUNCT
cet-15711	135	11	2017	2017	NUM
cet-15711	135	12	,	,	PUNCT
cet-15711	135	13	ga	ga	PROPN
cet-15711	135	14	/	/	SYM
cet-15711	135	15	ahp	ahp	NOUN
cet-15711	135	16	-	-	PUNCT
cet-15711	135	17	based	base	VERB
cet-15711	135	18	optimal	optimal	ADJ
cet-15711	135	19	design	design	NOUN
cet-15711	135	20	of	of	ADP
cet-15711	135	21	a	a	DET
cet-15711	135	22	hybrid	hybrid	ADJ
cet-15711	135	23	cchp	cchp	NOUN
cet-15711	135	24	system	system	NOUN
cet-15711	135	25	considering	consider	VERB
cet-15711	135	26	economy	economy	NOUN
cet-15711	135	27	,	,	PUNCT
cet-15711	135	28	energy	energy	NOUN
cet-15711	135	29	and	and	CCONJ
cet-15711	135	30	emission	emission	NOUN
cet-15711	135	31	.	.	PUNCT
cet-15711	136	1	energy	energy	NOUN
cet-15711	136	2	and	and	CCONJ
cet-15711	136	3	buildings	building	NOUN
cet-15711	136	4	,	,	PUNCT
cet-15711	136	5	138	138	NUM
cet-15711	136	6	,	,	PUNCT
cet-15711	136	7	309–317	309–317	NUM
cet-15711	136	8	.	.	PUNCT
cet-15711	137	1	yang	yang	PROPN
cet-15711	137	2	g.	g.	PROPN
cet-15711	137	3	,	,	PUNCT
cet-15711	137	4	zhu	zhu	PROPN
cet-15711	137	5	j.	j.	PROPN
cet-15711	137	6	,	,	PUNCT
cet-15711	137	7	yang	yang	PROPN
cet-15711	137	8	c.	c.	PROPN
cet-15711	137	9	,	,	PUNCT
cet-15711	137	10	liu	liu	PROPN
cet-15711	137	11	y.	y.	PROPN
cet-15711	137	12	,	,	PUNCT
cet-15711	137	13	qiu	qiu	PROPN
cet-15711	137	14	y.	y.	PROPN
cet-15711	137	15	,	,	PUNCT
cet-15711	137	16	2023	2023	NUM
cet-15711	137	17	,	,	PUNCT
cet-15711	137	18	flexible	flexible	ADJ
cet-15711	137	19	optimal	optimal	ADJ
cet-15711	137	20	scheduling	scheduling	NOUN
cet-15711	137	21	of	of	ADP
cet-15711	137	22	electric	electric	ADJ
cet-15711	137	23	power	power	NOUN
cet-15711	137	24	for	for	ADP
cet-15711	137	25	hydrogenbased	hydrogenbase	VERB
cet-15711	137	26	methanol	methanol	NOUN
cet-15711	137	27	synthesis	synthesis	NOUN
cet-15711	137	28	system	system	NOUN
cet-15711	137	29	adapting	adapt	VERB
cet-15711	137	30	to	to	ADP
cet-15711	137	31	fluctuating	fluctuate	VERB
cet-15711	137	32	wind	wind	NOUN
cet-15711	137	33	power	power	NOUN
cet-15711	137	34	.	.	PUNCT
cet-15711	138	1	electric	electric	ADJ
cet-15711	138	2	power	power	NOUN
cet-15711	138	3	construction	construction	NOUN
cet-15711	138	4	,	,	PUNCT
cet-15711	138	5	44	44	NUM
cet-15711	138	6	,	,	PUNCT
cet-15711	138	7	149–162	149–162	NUM
cet-15711	138	8	.	.	PUNCT
cet-15711	139	1	(	(	PUNCT
cet-15711	139	2	in	in	ADP
cet-15711	139	3	chinese	chinese	PROPN
cet-15711	139	4	)	)	PUNCT
cet-15711	139	5	zheng	zheng	PROPN
cet-15711	139	6	y.	y.	PROPN
cet-15711	139	7	,	,	PUNCT
cet-15711	139	8	you	you	PRON
cet-15711	139	9	s.	s.	PROPN
cet-15711	139	10	,	,	PUNCT
cet-15711	139	11	li	li	PROPN
cet-15711	139	12	x.	x.	PROPN
cet-15711	139	13	,	,	PUNCT
cet-15711	139	14	bindner	bindner	PROPN
cet-15711	139	15	h.w	h.w	PROPN
cet-15711	139	16	.	.	PROPN
cet-15711	139	17	,	,	PUNCT
cet-15711	139	18	münster	münster	NOUN
cet-15711	139	19	m.	m.	NOUN
cet-15711	139	20	,	,	PUNCT
cet-15711	139	21	2022	2022	NUM
cet-15711	139	22	,	,	PUNCT
cet-15711	139	23	data	data	NOUN
cet-15711	139	24	-	-	PUNCT
cet-15711	139	25	driven	drive	VERB
cet-15711	139	26	robust	robust	ADJ
cet-15711	139	27	optimization	optimization	NOUN
cet-15711	139	28	for	for	ADP
cet-15711	139	29	optimal	optimal	ADJ
cet-15711	139	30	scheduling	scheduling	NOUN
cet-15711	139	31	of	of	ADP
cet-15711	139	32	power	power	NOUN
cet-15711	139	33	to	to	PART
cet-15711	139	34	methanol	methanol	VERB
cet-15711	139	35	.	.	PUNCT
cet-15711	140	1	energy	energy	NOUN
cet-15711	140	2	conversion	conversion	NOUN
cet-15711	140	3	and	and	CCONJ
cet-15711	140	4	management	management	NOUN
cet-15711	140	5	,	,	PUNCT
cet-15711	140	6	256	256	NUM
cet-15711	140	7	,	,	PUNCT
cet-15711	140	8	115338	115338	NUM
cet-15711	140	9	.	.	PUNCT
cet-15711	141	1	516	516	NUM
cet-15711	141	2	0252.pdf	0252.pdf	ADJ
cet-15711	141	3	lstm	lstm	NOUN
cet-15711	141	4	-	-	PUNCT
cet-15711	141	5	driven	drive	VERB
cet-15711	141	6	predictive	predictive	ADJ
cet-15711	141	7	scheduling	scheduling	NOUN
cet-15711	141	8	for	for	ADP
cet-15711	141	9	green	green	ADJ
cet-15711	141	10	energy	energy	NOUN
cet-15711	141	11	-	-	PUNCT
cet-15711	141	12	hydrogen	hydrogen	NOUN
cet-15711	141	13	-	-	PUNCT
cet-15711	141	14	methanol	methanol	NOUN
cet-15711	141	15	integrated	integrate	VERB
cet-15711	141	16	system	system	NOUN