id	sid	tid	token	lemma	pos
cet-15354	1	1	doi	doi	NOUN
cet-15354	1	2	:	:	PUNCT
cet-15354	1	3	10.3303	10.3303	NUM
cet-15354	1	4	/	/	SYM
cet-15354	1	5	cet25117104	cet25117104	NOUN
cet-15354	1	6	paper	paper	NOUN
cet-15354	1	7	received	receive	VERB
cet-15354	1	8	:	:	PUNCT
cet-15354	1	9	8	8	NUM
cet-15354	1	10	december	december	PROPN
cet-15354	1	11	2024	2024	NUM
cet-15354	1	12	;	;	PUNCT
cet-15354	1	13	revised	revise	VERB
cet-15354	1	14	:	:	PUNCT
cet-15354	1	15	7	7	NUM
cet-15354	1	16	february	february	NOUN
cet-15354	1	17	2025	2025	NUM
cet-15354	1	18	;	;	PUNCT
cet-15354	1	19	accepted	accept	VERB
cet-15354	1	20	:	:	PUNCT
cet-15354	1	21	23	23	NUM
cet-15354	1	22	april	april	PROPN
cet-15354	1	23	2025	2025	NUM
cet-15354	1	24	please	please	INTJ
cet-15354	1	25	cite	cite	VERB
cet-15354	1	26	this	this	DET
cet-15354	1	27	article	article	NOUN
cet-15354	1	28	as	as	ADP
cet-15354	1	29	:	:	PUNCT
cet-15354	1	30	cosenza	cosenza	PROPN
cet-15354	1	31	b.	b.	PROPN
cet-15354	1	32	,	,	PUNCT
cet-15354	1	33	pannocchia	pannocchia	PROPN
cet-15354	1	34	g.	g.	PROPN
cet-15354	1	35	,	,	PUNCT
cet-15354	1	36	vaccari	vaccari	ADJ
cet-15354	1	37	m.	m.	NOUN
cet-15354	1	38	,	,	PUNCT
cet-15354	1	39	2025	2025	NUM
cet-15354	1	40	,	,	PUNCT
cet-15354	1	41	optimizing	optimize	VERB
cet-15354	1	42	hybrid	hybrid	ADJ
cet-15354	1	43	renewable	renewable	ADJ
cet-15354	1	44	energy	energy	NOUN
cet-15354	1	45	systems	system	NOUN
cet-15354	1	46	for	for	ADP
cet-15354	1	47	enhanced	enhanced	ADJ
cet-15354	1	48	sustainability	sustainability	NOUN
cet-15354	1	49	and	and	CCONJ
cet-15354	1	50	efficiency	efficiency	NOUN
cet-15354	1	51	in	in	ADP
cet-15354	1	52	rural	rural	ADJ
cet-15354	1	53	communities	community	NOUN
cet-15354	1	54	,	,	PUNCT
cet-15354	1	55	chemical	chemical	NOUN
cet-15354	1	56	engineering	engineering	NOUN
cet-15354	1	57	transactions	transaction	NOUN
cet-15354	1	58	,	,	PUNCT
cet-15354	1	59	117	117	NUM
cet-15354	1	60	,	,	PUNCT
cet-15354	1	61	619	619	NUM
cet-15354	1	62	-	-	SYM
cet-15354	1	63	624	624	NUM
cet-15354	1	64	doi:10.3303	doi:10.3303	NOUN
cet-15354	1	65	/	/	SYM
cet-15354	1	66	cet25117104	cet25117104	NOUN
cet-15354	1	67	chemical	chemical	PROPN
cet-15354	1	68	engineering	engineering	NOUN
cet-15354	1	69	transactions	transaction	NOUN
cet-15354	1	70	vol	vol	NOUN
cet-15354	1	71	.	.	PROPN
cet-15354	1	72	117	117	NUM
cet-15354	1	73	,	,	PUNCT
cet-15354	1	74	2025	2025	NUM
cet-15354	1	75	a	a	DET
cet-15354	1	76	publication	publication	NOUN
cet-15354	1	77	of	of	ADP
cet-15354	1	78	the	the	DET
cet-15354	1	79	italian	italian	ADJ
cet-15354	1	80	association	association	NOUN
cet-15354	1	81	of	of	ADP
cet-15354	1	82	chemical	chemical	PROPN
cet-15354	1	83	engineering	engineering	NOUN
cet-15354	1	84	online	online	ADV
cet-15354	1	85	at	at	ADP
cet-15354	1	86	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15354	1	87	guest	guest	NOUN
cet-15354	1	88	editors	editor	NOUN
cet-15354	1	89	:	:	PUNCT
cet-15354	1	90	fabrizio	fabrizio	PROPN
cet-15354	1	91	bezzo	bezzo	PROPN
cet-15354	1	92	,	,	PUNCT
cet-15354	1	93	flavio	flavio	PROPN
cet-15354	1	94	manenti	manenti	PROPN
cet-15354	1	95	,	,	PUNCT
cet-15354	1	96	gabriele	gabriele	PROPN
cet-15354	1	97	pannocchia	pannocchia	PROPN
cet-15354	1	98	,	,	PUNCT
cet-15354	1	99	almerinda	almerinda	PROPN
cet-15354	1	100	di	di	PROPN
cet-15354	1	101	benedetto	benedetto	PROPN
cet-15354	1	102	copyright	copyright	PROPN
cet-15354	2	1	©	©	PROPN
cet-15354	2	2	2025	2025	NUM
cet-15354	2	3	,	,	PUNCT
cet-15354	2	4	aidic	aidic	ADJ
cet-15354	2	5	servizi	servizi	PROPN
cet-15354	2	6	s.r.l	s.r.l	NOUN
cet-15354	2	7	.	.	PUNCT
cet-15354	3	1	isbn	isbn	PROPN
cet-15354	3	2	979	979	NUM
cet-15354	3	3	-	-	SYM
cet-15354	3	4	12	12	NUM
cet-15354	3	5	-	-	PUNCT
cet-15354	3	6	81206	81206	NUM
cet-15354	3	7	-	-	SYM
cet-15354	3	8	17	17	NUM
cet-15354	3	9	-	-	SYM
cet-15354	3	10	5	5	NUM
cet-15354	4	1	;	;	PUNCT
cet-15354	4	2	issn	issn	PROPN
cet-15354	4	3	2283	2283	NUM
cet-15354	4	4	-	-	SYM
cet-15354	4	5	9216	9216	NUM
cet-15354	4	6	optimizing	optimize	VERB
cet-15354	4	7	hybrid	hybrid	ADJ
cet-15354	4	8	renewable	renewable	ADJ
cet-15354	4	9	energy	energy	NOUN
cet-15354	4	10	systems	system	NOUN
cet-15354	4	11	for	for	ADP
cet-15354	4	12	enhanced	enhanced	ADJ
cet-15354	4	13	sustainability	sustainability	NOUN
cet-15354	4	14	and	and	CCONJ
cet-15354	4	15	efficiency	efficiency	NOUN
cet-15354	4	16	in	in	ADP
cet-15354	4	17	rural	rural	ADJ
cet-15354	4	18	communities	community	NOUN
cet-15354	4	19	bartolomeo	bartolomeo	NOUN
cet-15354	4	20	cosenza	cosenza	PROPN
cet-15354	4	21	,	,	PUNCT
cet-15354	4	22	gabriele	gabriele	PROPN
cet-15354	4	23	pannocchia	pannocchia	PROPN
cet-15354	4	24	,	,	PUNCT
cet-15354	4	25	marco	marco	PROPN
cet-15354	4	26	vaccari	vaccari	PROPN
cet-15354	4	27	dipartimento	dipartimento	VERB
cet-15354	4	28	di	di	NOUN
cet-15354	4	29	ingegneria	ingegneria	PROPN
cet-15354	4	30	civile	civile	NOUN
cet-15354	4	31	e	e	PROPN
cet-15354	4	32	industriale	industriale	NOUN
cet-15354	4	33	,	,	PUNCT
cet-15354	4	34	università	università	PROPN
cet-15354	4	35	di	di	PROPN
cet-15354	4	36	pisa	pisa	PROPN
cet-15354	4	37	,	,	PUNCT
cet-15354	4	38	largo	largo	PROPN
cet-15354	4	39	lucio	lucio	PROPN
cet-15354	4	40	lazzarino	lazzarino	PROPN
cet-15354	4	41	,	,	PUNCT
cet-15354	4	42	56122	56122	NUM
cet-15354	4	43	pisa	pisa	NOUN
cet-15354	4	44	(	(	PUNCT
cet-15354	4	45	pi	pi	NOUN
cet-15354	4	46	)	)	PUNCT
cet-15354	4	47	,	,	PUNCT
cet-15354	4	48	italy	italy	PROPN
cet-15354	4	49	,	,	PUNCT
cet-15354	4	50	bartolomeo.cosenza@unipi.it	bartolomeo.cosenza@unipi.it	NOUN
cet-15354	4	51	this	this	DET
cet-15354	4	52	research	research	NOUN
cet-15354	4	53	examines	examine	VERB
cet-15354	4	54	a	a	DET
cet-15354	4	55	hybrid	hybrid	ADJ
cet-15354	4	56	renewable	renewable	ADJ
cet-15354	4	57	energy	energy	NOUN
cet-15354	4	58	system	system	NOUN
cet-15354	4	59	(	(	PUNCT
cet-15354	4	60	hres	hre	NOUN
cet-15354	4	61	)	)	PUNCT
cet-15354	4	62	that	that	PRON
cet-15354	4	63	integrates	integrate	VERB
cet-15354	4	64	different	different	ADJ
cet-15354	4	65	renewable	renewable	ADJ
cet-15354	4	66	and	and	CCONJ
cet-15354	4	67	conventional	conventional	ADJ
cet-15354	4	68	energy	energy	NOUN
cet-15354	4	69	sources	source	NOUN
cet-15354	4	70	,	,	PUNCT
cet-15354	4	71	specifically	specifically	ADV
cet-15354	4	72	combining	combine	VERB
cet-15354	4	73	photovoltaic	photovoltaic	NOUN
cet-15354	4	74	,	,	PUNCT
cet-15354	4	75	wind	wind	NOUN
cet-15354	4	76	and	and	CCONJ
cet-15354	4	77	fuel	fuel	NOUN
cet-15354	4	78	generators	generator	NOUN
cet-15354	4	79	.	.	PUNCT
cet-15354	5	1	the	the	DET
cet-15354	5	2	main	main	ADJ
cet-15354	5	3	objective	objective	NOUN
cet-15354	5	4	is	be	AUX
cet-15354	5	5	to	to	PART
cet-15354	5	6	optimize	optimize	VERB
cet-15354	5	7	energy	energy	NOUN
cet-15354	5	8	supply	supply	NOUN
cet-15354	5	9	while	while	SCONJ
cet-15354	5	10	minimizing	minimize	VERB
cet-15354	5	11	fuel	fuel	NOUN
cet-15354	5	12	consumption	consumption	NOUN
cet-15354	5	13	through	through	ADP
cet-15354	5	14	dynamic	dynamic	ADJ
cet-15354	5	15	management	management	NOUN
cet-15354	5	16	of	of	ADP
cet-15354	5	17	these	these	DET
cet-15354	5	18	different	different	ADJ
cet-15354	5	19	sources	source	NOUN
cet-15354	5	20	.	.	PUNCT
cet-15354	6	1	nonlinear	nonlinear	ADJ
cet-15354	6	2	optimization	optimization	NOUN
cet-15354	6	3	techniques	technique	NOUN
cet-15354	6	4	,	,	PUNCT
cet-15354	6	5	implemented	implement	VERB
cet-15354	6	6	through	through	ADP
cet-15354	6	7	the	the	DET
cet-15354	6	8	casadi	casadi	NOUN
cet-15354	6	9	library	library	NOUN
cet-15354	6	10	,	,	PUNCT
cet-15354	6	11	effectively	effectively	ADV
cet-15354	6	12	manage	manage	VERB
cet-15354	6	13	the	the	DET
cet-15354	6	14	intricate	intricate	ADJ
cet-15354	6	15	interactions	interaction	NOUN
cet-15354	6	16	between	between	ADP
cet-15354	6	17	various	various	ADJ
cet-15354	6	18	energy	energy	NOUN
cet-15354	6	19	sources	source	NOUN
cet-15354	6	20	.	.	PUNCT
cet-15354	7	1	the	the	DET
cet-15354	7	2	developed	develop	VERB
cet-15354	7	3	algorithm	algorithm	NOUN
cet-15354	7	4	determines	determine	VERB
cet-15354	7	5	optimal	optimal	ADJ
cet-15354	7	6	operating	operating	NOUN
cet-15354	7	7	setpoints	setpoint	NOUN
cet-15354	7	8	for	for	ADP
cet-15354	7	9	each	each	DET
cet-15354	7	10	generator	generator	NOUN
cet-15354	7	11	,	,	PUNCT
cet-15354	7	12	carefully	carefully	ADV
cet-15354	7	13	balancing	balance	VERB
cet-15354	7	14	system	system	NOUN
cet-15354	7	15	constraints	constraint	NOUN
cet-15354	7	16	while	while	SCONJ
cet-15354	7	17	ensuring	ensure	VERB
cet-15354	7	18	uninterrupted	uninterrupted	ADJ
cet-15354	7	19	power	power	NOUN
cet-15354	7	20	delivery	delivery	NOUN
cet-15354	7	21	to	to	PART
cet-15354	7	22	meet	meet	VERB
cet-15354	7	23	load	load	NOUN
cet-15354	7	24	demands	demand	NOUN
cet-15354	7	25	.	.	PUNCT
cet-15354	8	1	the	the	DET
cet-15354	8	2	importance	importance	NOUN
cet-15354	8	3	of	of	ADP
cet-15354	8	4	this	this	DET
cet-15354	8	5	work	work	NOUN
cet-15354	8	6	lies	lie	VERB
cet-15354	8	7	in	in	ADP
cet-15354	8	8	its	its	PRON
cet-15354	8	9	practical	practical	ADJ
cet-15354	8	10	applications	application	NOUN
cet-15354	8	11	,	,	PUNCT
cet-15354	8	12	particularly	particularly	ADV
cet-15354	8	13	for	for	ADP
cet-15354	8	14	remote	remote	ADJ
cet-15354	8	15	areas	area	NOUN
cet-15354	8	16	and	and	CCONJ
cet-15354	8	17	islands	island	NOUN
cet-15354	8	18	with	with	ADP
cet-15354	8	19	limited	limited	ADJ
cet-15354	8	20	access	access	NOUN
cet-15354	8	21	to	to	ADP
cet-15354	8	22	traditional	traditional	ADJ
cet-15354	8	23	electricity	electricity	NOUN
cet-15354	8	24	grids	grid	NOUN
cet-15354	8	25	.	.	PUNCT
cet-15354	9	1	the	the	DET
cet-15354	9	2	system	system	NOUN
cet-15354	9	3	demonstrates	demonstrate	VERB
cet-15354	9	4	how	how	SCONJ
cet-15354	9	5	hres	hre	NOUN
cet-15354	9	6	can	can	AUX
cet-15354	9	7	effectively	effectively	ADV
cet-15354	9	8	reduce	reduce	VERB
cet-15354	9	9	dependence	dependence	NOUN
cet-15354	9	10	on	on	ADP
cet-15354	9	11	fossil	fossil	ADJ
cet-15354	9	12	fuels	fuel	NOUN
cet-15354	9	13	,	,	PUNCT
cet-15354	9	14	improve	improve	VERB
cet-15354	9	15	environmental	environmental	ADJ
cet-15354	9	16	sustainability	sustainability	NOUN
cet-15354	9	17	,	,	PUNCT
cet-15354	9	18	provide	provide	VERB
cet-15354	9	19	continuous	continuous	ADJ
cet-15354	9	20	and	and	CCONJ
cet-15354	9	21	reliable	reliable	ADJ
cet-15354	9	22	energy	energy	NOUN
cet-15354	9	23	supply	supply	NOUN
cet-15354	9	24	,	,	PUNCT
cet-15354	9	25	support	support	VERB
cet-15354	9	26	local	local	ADJ
cet-15354	9	27	development	development	NOUN
cet-15354	9	28	in	in	ADP
cet-15354	9	29	rural	rural	ADJ
cet-15354	9	30	communities	community	NOUN
cet-15354	9	31	and	and	CCONJ
cet-15354	9	32	promote	promote	VERB
cet-15354	9	33	energy	energy	NOUN
cet-15354	9	34	independence	independence	NOUN
cet-15354	9	35	.	.	PUNCT
cet-15354	10	1	1	1	X
cet-15354	10	2	.	.	X
cet-15354	10	3	introduction	introduction	NOUN
cet-15354	10	4	the	the	DET
cet-15354	10	5	global	global	ADJ
cet-15354	10	6	energy	energy	NOUN
cet-15354	10	7	landscape	landscape	NOUN
cet-15354	10	8	faces	face	VERB
cet-15354	10	9	significant	significant	ADJ
cet-15354	10	10	challenges	challenge	NOUN
cet-15354	10	11	with	with	ADP
cet-15354	10	12	diminishing	diminish	VERB
cet-15354	10	13	traditional	traditional	ADJ
cet-15354	10	14	resources	resource	NOUN
cet-15354	10	15	,	,	PUNCT
cet-15354	10	16	volatile	volatile	ADJ
cet-15354	10	17	fuel	fuel	NOUN
cet-15354	10	18	prices	price	NOUN
cet-15354	10	19	,	,	PUNCT
cet-15354	10	20	and	and	CCONJ
cet-15354	10	21	environmental	environmental	ADJ
cet-15354	10	22	concerns	concern	NOUN
cet-15354	10	23	from	from	ADP
cet-15354	10	24	emissions	emission	NOUN
cet-15354	10	25	,	,	PUNCT
cet-15354	10	26	highlighting	highlight	VERB
cet-15354	10	27	the	the	DET
cet-15354	10	28	unsustainability	unsustainability	NOUN
cet-15354	10	29	of	of	ADP
cet-15354	10	30	conventional	conventional	ADJ
cet-15354	10	31	power	power	NOUN
cet-15354	10	32	generation	generation	NOUN
cet-15354	10	33	.	.	PUNCT
cet-15354	11	1	renewable	renewable	ADJ
cet-15354	11	2	energy	energy	NOUN
cet-15354	11	3	sources	source	NOUN
cet-15354	11	4	emerge	emerge	VERB
cet-15354	11	5	as	as	ADP
cet-15354	11	6	a	a	DET
cet-15354	11	7	compelling	compelling	ADJ
cet-15354	11	8	solution	solution	NOUN
cet-15354	11	9	,	,	PUNCT
cet-15354	11	10	offering	offer	VERB
cet-15354	11	11	environmental	environmental	ADJ
cet-15354	11	12	benefits	benefit	NOUN
cet-15354	11	13	and	and	CCONJ
cet-15354	11	14	reduced	reduce	VERB
cet-15354	11	15	fossil	fossil	NOUN
cet-15354	11	16	fuel	fuel	NOUN
cet-15354	11	17	dependence	dependence	NOUN
cet-15354	11	18	.	.	PUNCT
cet-15354	12	1	however	however	ADV
cet-15354	12	2	,	,	PUNCT
cet-15354	12	3	their	their	PRON
cet-15354	12	4	intermittent	intermittent	ADJ
cet-15354	12	5	nature	nature	NOUN
cet-15354	12	6	necessitates	necessitate	VERB
cet-15354	12	7	innovative	innovative	ADJ
cet-15354	12	8	approaches	approach	NOUN
cet-15354	12	9	to	to	PART
cet-15354	12	10	ensure	ensure	VERB
cet-15354	12	11	reliable	reliable	ADJ
cet-15354	12	12	power	power	NOUN
cet-15354	12	13	supply	supply	NOUN
cet-15354	12	14	.	.	PUNCT
cet-15354	13	1	hres	hre	NOUN
cet-15354	13	2	address	address	VERB
cet-15354	13	3	these	these	DET
cet-15354	13	4	challenges	challenge	NOUN
cet-15354	13	5	by	by	ADP
cet-15354	13	6	integrating	integrate	VERB
cet-15354	13	7	multiple	multiple	ADJ
cet-15354	13	8	renewable	renewable	ADJ
cet-15354	13	9	sources	source	NOUN
cet-15354	13	10	like	like	ADP
cet-15354	13	11	solar	solar	ADJ
cet-15354	13	12	,	,	PUNCT
cet-15354	13	13	wind	wind	NOUN
cet-15354	13	14	,	,	PUNCT
cet-15354	13	15	hydroelectric	hydroelectric	ADJ
cet-15354	13	16	,	,	PUNCT
cet-15354	13	17	and	and	CCONJ
cet-15354	13	18	geothermal	geothermal	ADJ
cet-15354	13	19	power	power	NOUN
cet-15354	13	20	,	,	PUNCT
cet-15354	13	21	often	often	ADV
cet-15354	13	22	combined	combine	VERB
cet-15354	13	23	with	with	ADP
cet-15354	13	24	energy	energy	NOUN
cet-15354	13	25	storage	storage	NOUN
cet-15354	13	26	solutions	solution	NOUN
cet-15354	13	27	(	(	PUNCT
cet-15354	13	28	natividad	natividad	NOUN
cet-15354	13	29	and	and	CCONJ
cet-15354	13	30	benalcazar	benalcazar	NOUN
cet-15354	13	31	,	,	PUNCT
cet-15354	13	32	2023	2023	NUM
cet-15354	13	33	)	)	PUNCT
cet-15354	13	34	or	or	CCONJ
cet-15354	13	35	more	more	ADV
cet-15354	13	36	traditional	traditional	ADJ
cet-15354	13	37	non	non	ADJ
cet-15354	13	38	-	-	ADJ
cet-15354	13	39	renewable	renewable	ADJ
cet-15354	13	40	energy	energy	NOUN
cet-15354	13	41	sources	source	NOUN
cet-15354	13	42	(	(	PUNCT
cet-15354	13	43	as	as	ADP
cet-15354	13	44	fuel	fuel	NOUN
cet-15354	13	45	generators	generator	NOUN
cet-15354	13	46	)	)	PUNCT
cet-15354	13	47	.	.	PUNCT
cet-15354	14	1	this	this	DET
cet-15354	14	2	integration	integration	NOUN
cet-15354	14	3	creates	create	VERB
cet-15354	14	4	a	a	DET
cet-15354	14	5	robust	robust	ADJ
cet-15354	14	6	framework	framework	NOUN
cet-15354	14	7	that	that	PRON
cet-15354	14	8	compensates	compensate	VERB
cet-15354	14	9	for	for	ADP
cet-15354	14	10	individual	individual	ADJ
cet-15354	14	11	source	source	NOUN
cet-15354	14	12	limitations	limitation	NOUN
cet-15354	14	13	while	while	SCONJ
cet-15354	14	14	maximizing	maximize	VERB
cet-15354	14	15	overall	overall	ADJ
cet-15354	14	16	system	system	NOUN
cet-15354	14	17	efficiency	efficiency	NOUN
cet-15354	14	18	.	.	PUNCT
cet-15354	15	1	the	the	DET
cet-15354	15	2	optimization	optimization	NOUN
cet-15354	15	3	of	of	ADP
cet-15354	15	4	hres	hre	NOUN
cet-15354	15	5	demands	demand	VERB
cet-15354	15	6	sophisticated	sophisticated	ADJ
cet-15354	15	7	management	management	NOUN
cet-15354	15	8	strategies	strategy	NOUN
cet-15354	15	9	to	to	PART
cet-15354	15	10	balance	balance	VERB
cet-15354	15	11	various	various	ADJ
cet-15354	15	12	energy	energy	NOUN
cet-15354	15	13	sources	source	NOUN
cet-15354	15	14	and	and	CCONJ
cet-15354	15	15	storage	storage	NOUN
cet-15354	15	16	systems	system	NOUN
cet-15354	15	17	effectively	effectively	ADV
cet-15354	15	18	(	(	PUNCT
cet-15354	15	19	ansari	ansari	PROPN
cet-15354	15	20	et	et	PROPN
cet-15354	15	21	al	al	PROPN
cet-15354	15	22	.	.	PROPN
cet-15354	15	23	,	,	PUNCT
cet-15354	15	24	2023	2023	NUM
cet-15354	15	25	)	)	PUNCT
cet-15354	15	26	.	.	PUNCT
cet-15354	16	1	such	such	ADJ
cet-15354	16	2	optimization	optimization	NOUN
cet-15354	16	3	encompasses	encompass	VERB
cet-15354	16	4	multiple	multiple	ADJ
cet-15354	16	5	objectives	objective	NOUN
cet-15354	16	6	:	:	PUNCT
cet-15354	16	7	maximizing	maximize	VERB
cet-15354	16	8	renewable	renewable	ADJ
cet-15354	16	9	resource	resource	NOUN
cet-15354	16	10	utilization	utilization	NOUN
cet-15354	16	11	,	,	PUNCT
cet-15354	16	12	minimizing	minimize	VERB
cet-15354	16	13	operational	operational	ADJ
cet-15354	16	14	costs	cost	NOUN
cet-15354	16	15	,	,	PUNCT
cet-15354	16	16	ensuring	ensure	VERB
cet-15354	16	17	supply	supply	NOUN
cet-15354	16	18	reliability	reliability	NOUN
cet-15354	16	19	,	,	PUNCT
cet-15354	16	20	and	and	CCONJ
cet-15354	16	21	managing	manage	VERB
cet-15354	16	22	energy	energy	NOUN
cet-15354	16	23	storage	storage	NOUN
cet-15354	16	24	efficiently	efficiently	ADV
cet-15354	16	25	.	.	PUNCT
cet-15354	17	1	the	the	DET
cet-15354	17	2	development	development	NOUN
cet-15354	17	3	of	of	ADP
cet-15354	17	4	hres	hre	NOUN
cet-15354	17	5	has	have	AUX
cet-15354	17	6	seen	see	VERB
cet-15354	17	7	significant	significant	ADJ
cet-15354	17	8	evolution	evolution	NOUN
cet-15354	17	9	through	through	ADP
cet-15354	17	10	recent	recent	ADJ
cet-15354	17	11	research	research	NOUN
cet-15354	17	12	:	:	PUNCT
cet-15354	17	13	nova	nova	PROPN
cet-15354	17	14	et	et	PROPN
cet-15354	17	15	al	al	PROPN
cet-15354	17	16	.	.	PROPN
cet-15354	18	1	(	(	PUNCT
cet-15354	18	2	2023	2023	NUM
cet-15354	18	3	)	)	PUNCT
cet-15354	18	4	conducted	conduct	VERB
cet-15354	18	5	a	a	DET
cet-15354	18	6	technical	technical	ADJ
cet-15354	18	7	,	,	PUNCT
cet-15354	18	8	environmental	environmental	ADJ
cet-15354	18	9	,	,	PUNCT
cet-15354	18	10	and	and	CCONJ
cet-15354	18	11	economic	economic	ADJ
cet-15354	18	12	evaluation	evaluation	NOUN
cet-15354	18	13	of	of	ADP
cet-15354	18	14	various	various	ADJ
cet-15354	18	15	hybrid	hybrid	ADJ
cet-15354	18	16	energy	energy	NOUN
cet-15354	18	17	generation	generation	NOUN
cet-15354	18	18	alternatives	alternative	NOUN
cet-15354	18	19	for	for	ADP
cet-15354	18	20	rational	rational	ADJ
cet-15354	18	21	energy	energy	NOUN
cet-15354	18	22	use	use	NOUN
cet-15354	18	23	scenarios	scenario	NOUN
cet-15354	18	24	at	at	ADP
cet-15354	18	25	the	the	DET
cet-15354	18	26	santander	santander	NOUN
cet-15354	18	27	technological	technological	ADJ
cet-15354	18	28	units	unit	NOUN
cet-15354	18	29	using	use	VERB
cet-15354	18	30	homer	homer	NOUN
cet-15354	18	31	pro	pro	ADJ
cet-15354	18	32	software	software	NOUN
cet-15354	18	33	;	;	PUNCT
cet-15354	18	34	san	san	PROPN
cet-15354	18	35	juan	juan	PROPN
cet-15354	18	36	and	and	CCONJ
cet-15354	18	37	sy	sy	PROPN
cet-15354	18	38	(	(	PUNCT
cet-15354	18	39	2023	2023	NUM
cet-15354	18	40	)	)	PUNCT
cet-15354	18	41	introduced	introduce	VERB
cet-15354	18	42	a	a	DET
cet-15354	18	43	target	target	NOUN
cet-15354	18	44	-	-	PUNCT
cet-15354	18	45	oriented	orient	VERB
cet-15354	18	46	robust	robust	ADJ
cet-15354	18	47	optimization	optimization	NOUN
cet-15354	18	48	model	model	NOUN
cet-15354	18	49	for	for	ADP
cet-15354	18	50	scheduling	schedule	VERB
cet-15354	18	51	the	the	DET
cet-15354	18	52	production	production	NOUN
cet-15354	18	53	and	and	CCONJ
cet-15354	18	54	distribution	distribution	NOUN
cet-15354	18	55	of	of	ADP
cet-15354	18	56	power	power	NOUN
cet-15354	18	57	through	through	ADP
cet-15354	18	58	a	a	DET
cet-15354	18	59	hres	hre	NOUN
cet-15354	18	60	capturing	capture	VERB
cet-15354	18	61	uncertainties	uncertainty	NOUN
cet-15354	18	62	in	in	ADP
cet-15354	18	63	energy	energy	NOUN
cet-15354	18	64	source	source	NOUN
cet-15354	18	65	availabilities	availability	NOUN
cet-15354	18	66	;	;	PUNCT
cet-15354	18	67	huang	huang	PROPN
cet-15354	18	68	et	et	PROPN
cet-15354	18	69	al	al	PROPN
cet-15354	18	70	.	.	PROPN
cet-15354	19	1	(	(	PUNCT
cet-15354	19	2	2024	2024	NUM
cet-15354	19	3	)	)	PUNCT
cet-15354	19	4	proposed	propose	VERB
cet-15354	19	5	a	a	DET
cet-15354	19	6	hybrid	hybrid	ADJ
cet-15354	19	7	version	version	NOUN
cet-15354	19	8	of	of	ADP
cet-15354	19	9	golden	golden	ADJ
cet-15354	19	10	search	search	NOUN
cet-15354	19	11	algorithm	algorithm	NOUN
cet-15354	19	12	for	for	ADP
cet-15354	19	13	off	off	ADP
cet-15354	19	14	-	-	PUNCT
cet-15354	19	15	grid	grid	NOUN
cet-15354	19	16	systems	system	NOUN
cet-15354	19	17	;	;	PUNCT
cet-15354	19	18	ramos	ramos	PROPN
cet-15354	19	19	-	-	NOUN
cet-15354	19	20	marin	marin	NOUN
cet-15354	19	21	et	et	PROPN
cet-15354	19	22	al	al	PROPN
cet-15354	19	23	.	.	PROPN
cet-15354	20	1	(	(	PUNCT
cet-15354	20	2	2024	2024	NUM
cet-15354	20	3	)	)	PUNCT
cet-15354	20	4	explored	explore	VERB
cet-15354	20	5	optimization	optimization	NOUN
cet-15354	20	6	strategies	strategy	NOUN
cet-15354	20	7	for	for	ADP
cet-15354	20	8	the	the	DET
cet-15354	20	9	canary	canary	NOUN
cet-15354	20	10	islands	island	NOUN
cet-15354	20	11	;	;	PUNCT
cet-15354	20	12	more	more	ADV
cet-15354	20	13	recently	recently	ADV
cet-15354	20	14	silinto	silinto	PROPN
cet-15354	20	15	et	et	PROPN
cet-15354	20	16	al	al	PROPN
cet-15354	20	17	.	.	PROPN
cet-15354	21	1	(	(	PUNCT
cet-15354	21	2	2025	2025	NUM
cet-15354	21	3	)	)	PUNCT
cet-15354	21	4	contributed	contribute	VERB
cet-15354	21	5	to	to	ADP
cet-15354	21	6	future	future	ADJ
cet-15354	21	7	developments	development	NOUN
cet-15354	21	8	by	by	ADP
cet-15354	21	9	examining	examine	VERB
cet-15354	21	10	spatial	spatial	ADJ
cet-15354	21	11	explicit	explicit	ADJ
cet-15354	21	12	modeling	modeling	NOUN
cet-15354	21	13	tools	tool	NOUN
cet-15354	21	14	for	for	ADP
cet-15354	21	15	rural	rural	ADJ
cet-15354	21	16	electrification	electrification	NOUN
cet-15354	21	17	in	in	ADP
cet-15354	21	18	developing	develop	VERB
cet-15354	21	19	countries	country	NOUN
cet-15354	21	20	,	,	PUNCT
cet-15354	21	21	highlighting	highlight	VERB
cet-15354	21	22	the	the	DET
cet-15354	21	23	continued	continue	VERB
cet-15354	21	24	evolution	evolution	NOUN
cet-15354	21	25	of	of	ADP
cet-15354	21	26	hres	hre	NOUN
cet-15354	21	27	technology	technology	NOUN
cet-15354	21	28	and	and	CCONJ
cet-15354	21	29	implementation	implementation	NOUN
cet-15354	21	30	strategies	strategy	NOUN
cet-15354	21	31	.	.	PUNCT
cet-15354	22	1	in	in	ADP
cet-15354	22	2	italy	italy	PROPN
cet-15354	22	3	,	,	PUNCT
cet-15354	22	4	hres	hre	VERB
cet-15354	22	5	implementations	implementation	NOUN
cet-15354	22	6	are	be	AUX
cet-15354	22	7	revolutionizing	revolutionize	VERB
cet-15354	22	8	energy	energy	NOUN
cet-15354	22	9	infrastructure	infrastructure	NOUN
cet-15354	22	10	,	,	PUNCT
cet-15354	22	11	particularly	particularly	ADV
cet-15354	22	12	in	in	ADP
cet-15354	22	13	rural	rural	ADJ
cet-15354	22	14	and	and	CCONJ
cet-15354	22	15	island	island	NOUN
cet-15354	22	16	communities	community	NOUN
cet-15354	22	17	(	(	PUNCT
cet-15354	22	18	hoseinzadeh	hoseinzadeh	NOUN
cet-15354	22	19	and	and	CCONJ
cet-15354	22	20	garcia	garcia	PROPN
cet-15354	22	21	,	,	PUNCT
cet-15354	22	22	2022	2022	NUM
cet-15354	22	23	)	)	PUNCT
cet-15354	22	24	.	.	PUNCT
cet-15354	23	1	these	these	DET
cet-15354	23	2	systems	system	NOUN
cet-15354	23	3	enhance	enhance	VERB
cet-15354	23	4	local	local	ADJ
cet-15354	23	5	energy	energy	NOUN
cet-15354	23	6	security	security	NOUN
cet-15354	23	7	while	while	SCONJ
cet-15354	23	8	driving	drive	VERB
cet-15354	23	9	sustainable	sustainable	ADJ
cet-15354	23	10	development	development	NOUN
cet-15354	23	11	,	,	PUNCT
cet-15354	23	12	notably	notably	ADV
cet-15354	23	13	in	in	ADP
cet-15354	23	14	isolated	isolated	ADJ
cet-15354	23	15	territories	territory	NOUN
cet-15354	23	16	.	.	PUNCT
cet-15354	24	1	island	island	NOUN
cet-15354	24	2	settings	setting	NOUN
cet-15354	24	3	serve	serve	VERB
cet-15354	24	4	as	as	ADP
cet-15354	24	5	exemplary	exemplary	ADJ
cet-15354	24	6	cases	case	NOUN
cet-15354	24	7	of	of	ADP
cet-15354	24	8	successful	successful	ADJ
cet-15354	24	9	hres	hre	NOUN
cet-15354	24	10	adoption	adoption	NOUN
cet-15354	24	11	,	,	PUNCT
cet-15354	24	12	where	where	SCONJ
cet-15354	24	13	integrated	integrate	VERB
cet-15354	24	14	renewable	renewable	ADJ
cet-15354	24	15	sources	source	NOUN
cet-15354	24	16	promote	promote	VERB
cet-15354	24	17	energy	energy	NOUN
cet-15354	24	18	independence	independence	NOUN
cet-15354	24	19	and	and	CCONJ
cet-15354	24	20	environmental	environmental	ADJ
cet-15354	24	21	conservation	conservation	NOUN
cet-15354	24	22	(	(	PUNCT
cet-15354	24	23	marocco	marocco	PROPN
cet-15354	24	24	et	et	PROPN
cet-15354	24	25	al	al	PROPN
cet-15354	24	26	.	.	PROPN
cet-15354	24	27	,	,	PUNCT
cet-15354	24	28	2023	2023	NUM
cet-15354	24	29	)	)	PUNCT
cet-15354	24	30	.	.	PUNCT
cet-15354	25	1	this	this	DET
cet-15354	25	2	comprehensive	comprehensive	ADJ
cet-15354	25	3	approach	approach	NOUN
cet-15354	25	4	to	to	ADP
cet-15354	25	5	energy	energy	NOUN
cet-15354	25	6	generation	generation	NOUN
cet-15354	25	7	and	and	CCONJ
cet-15354	25	8	management	management	NOUN
cet-15354	25	9	establishes	establish	VERB
cet-15354	25	10	hres	hre	NOUN
cet-15354	25	11	as	as	ADP
cet-15354	25	12	a	a	DET
cet-15354	25	13	key	key	ADJ
cet-15354	25	14	enabler	enabler	NOUN
cet-15354	25	15	in	in	ADP
cet-15354	25	16	the	the	DET
cet-15354	25	17	sustainable	sustainable	ADJ
cet-15354	25	18	energy	energy	NOUN
cet-15354	25	19	transition	transition	NOUN
cet-15354	25	20	,	,	PUNCT
cet-15354	25	21	offering	offer	VERB
cet-15354	25	22	reliable	reliable	ADJ
cet-15354	25	23	solutions	solution	NOUN
cet-15354	25	24	for	for	ADP
cet-15354	25	25	both	both	CCONJ
cet-15354	25	26	immediate	immediate	ADJ
cet-15354	25	27	and	and	CCONJ
cet-15354	25	28	long	long	ADJ
cet-15354	25	29	-	-	PUNCT
cet-15354	25	30	term	term	NOUN
cet-15354	25	31	environmental	environmental	ADJ
cet-15354	25	32	objectives	objective	NOUN
cet-15354	25	33	.	.	PUNCT
cet-15354	26	1	the	the	DET
cet-15354	26	2	ambitious	ambitious	ADJ
cet-15354	26	3	goal	goal	NOUN
cet-15354	26	4	of	of	ADP
cet-15354	26	5	transitioning	transition	VERB
cet-15354	26	6	the	the	DET
cet-15354	26	7	aeolian	aeolian	ADJ
cet-15354	26	8	islands	island	NOUN
cet-15354	26	9	to	to	ADP
cet-15354	26	10	619	619	NUM
cet-15354	26	11	100	100	NUM
cet-15354	26	12	%	%	NOUN
cet-15354	26	13	renewable	renewable	ADJ
cet-15354	26	14	energy	energy	NOUN
cet-15354	26	15	by	by	ADP
cet-15354	26	16	2030	2030	NUM
cet-15354	26	17	represents	represent	VERB
cet-15354	26	18	a	a	DET
cet-15354	26	19	significant	significant	ADJ
cet-15354	26	20	application	application	NOUN
cet-15354	26	21	of	of	ADP
cet-15354	26	22	hres	hre	NOUN
cet-15354	26	23	principles	principle	NOUN
cet-15354	26	24	in	in	ADP
cet-15354	26	25	a	a	DET
cet-15354	26	26	real	real	ADJ
cet-15354	26	27	-	-	PUNCT
cet-15354	26	28	world	world	NOUN
cet-15354	26	29	context	context	NOUN
cet-15354	26	30	.	.	PUNCT
cet-15354	27	1	this	this	DET
cet-15354	27	2	initiative	initiative	NOUN
cet-15354	27	3	,	,	PUNCT
cet-15354	27	4	part	part	NOUN
cet-15354	27	5	of	of	ADP
cet-15354	27	6	the	the	DET
cet-15354	27	7	"	"	PUNCT
cet-15354	27	8	energy	energy	NOUN
cet-15354	27	9	transition	transition	NOUN
cet-15354	27	10	agenda	agenda	NOUN
cet-15354	27	11	for	for	ADP
cet-15354	27	12	european	european	ADJ
cet-15354	27	13	minor	minor	ADJ
cet-15354	27	14	islands	island	NOUN
cet-15354	27	15	"	"	PUNCT
cet-15354	27	16	(	(	PUNCT
cet-15354	27	17	https://clean-energyislands.ec.europa.eu/assistance/clean-energy-transition-agenda	https://clean-energyislands.ec.europa.eu/assistance/clean-energy-transition-agenda	ADV
cet-15354	27	18	)	)	PUNCT
cet-15354	27	19	promoted	promote	VERB
cet-15354	27	20	by	by	ADP
cet-15354	27	21	the	the	DET
cet-15354	27	22	"	"	PUNCT
cet-15354	27	23	clean	clean	ADJ
cet-15354	27	24	energy	energy	NOUN
cet-15354	27	25	for	for	ADP
cet-15354	27	26	eu	eu	PROPN
cet-15354	27	27	islands	islands	PROPN
cet-15354	27	28	"	"	PUNCT
cet-15354	27	29	secretariat	secretariat	NOUN
cet-15354	27	30	,	,	PUNCT
cet-15354	27	31	aligns	align	VERB
cet-15354	27	32	perfectly	perfectly	ADV
cet-15354	27	33	with	with	ADP
cet-15354	27	34	the	the	DET
cet-15354	27	35	growing	grow	VERB
cet-15354	27	36	emphasis	emphasis	NOUN
cet-15354	27	37	on	on	ADP
cet-15354	27	38	sustainable	sustainable	ADJ
cet-15354	27	39	energy	energy	NOUN
cet-15354	27	40	solutions	solution	NOUN
cet-15354	27	41	in	in	ADP
cet-15354	27	42	isolated	isolated	ADJ
cet-15354	27	43	territories	territory	NOUN
cet-15354	27	44	.	.	PUNCT
cet-15354	28	1	the	the	DET
cet-15354	28	2	aeolian	aeolian	ADJ
cet-15354	28	3	archipelago	archipelago	NOUN
cet-15354	28	4	presents	present	VERB
cet-15354	28	5	an	an	DET
cet-15354	28	6	ideal	ideal	ADJ
cet-15354	28	7	case	case	NOUN
cet-15354	28	8	study	study	NOUN
cet-15354	28	9	for	for	ADP
cet-15354	28	10	hres	hre	NOUN
cet-15354	28	11	implementation	implementation	NOUN
cet-15354	28	12	,	,	PUNCT
cet-15354	28	13	where	where	SCONJ
cet-15354	28	14	the	the	DET
cet-15354	28	15	integration	integration	NOUN
cet-15354	28	16	of	of	ADP
cet-15354	28	17	multiple	multiple	ADJ
cet-15354	28	18	renewable	renewable	ADJ
cet-15354	28	19	sources	source	NOUN
cet-15354	28	20	can	can	AUX
cet-15354	28	21	effectively	effectively	ADV
cet-15354	28	22	address	address	VERB
cet-15354	28	23	the	the	DET
cet-15354	28	24	unique	unique	ADJ
cet-15354	28	25	energy	energy	NOUN
cet-15354	28	26	challenges	challenge	NOUN
cet-15354	28	27	faced	face	VERB
cet-15354	28	28	by	by	ADP
cet-15354	28	29	island	island	NOUN
cet-15354	28	30	communities	community	NOUN
cet-15354	28	31	.	.	PUNCT
cet-15354	29	1	2	2	X
cet-15354	29	2	.	.	X
cet-15354	29	3	hres	hre	VERB
cet-15354	29	4	device	device	NOUN
cet-15354	29	5	model	model	NOUN
cet-15354	29	6	the	the	DET
cet-15354	29	7	analyzed	analyze	VERB
cet-15354	29	8	hres	hre	NOUN
cet-15354	29	9	employs	employ	VERB
cet-15354	29	10	a	a	DET
cet-15354	29	11	sophisticated	sophisticated	ADJ
cet-15354	29	12	control	control	NOUN
cet-15354	29	13	system	system	NOUN
cet-15354	29	14	based	base	VERB
cet-15354	29	15	on	on	ADP
cet-15354	29	16	device	device	NOUN
cet-15354	29	17	setpoints	setpoint	NOUN
cet-15354	29	18	,	,	PUNCT
cet-15354	29	19	as	as	SCONJ
cet-15354	29	20	outlined	outline	VERB
cet-15354	29	21	by	by	ADP
cet-15354	29	22	vaccari	vaccari	PROPN
cet-15354	29	23	et	et	PROPN
cet-15354	29	24	al	al	PROPN
cet-15354	29	25	.	.	PROPN
cet-15354	30	1	(	(	PUNCT
cet-15354	30	2	2019	2019	NUM
cet-15354	30	3	)	)	PUNCT
cet-15354	30	4	.	.	PUNCT
cet-15354	31	1	this	this	DET
cet-15354	31	2	architecture	architecture	NOUN
cet-15354	31	3	encompasses	encompass	VERB
cet-15354	31	4	electrical	electrical	ADJ
cet-15354	31	5	generators	generator	NOUN
cet-15354	31	6	,	,	PUNCT
cet-15354	31	7	storage	storage	NOUN
cet-15354	31	8	units	unit	NOUN
cet-15354	31	9	,	,	PUNCT
cet-15354	31	10	and	and	CCONJ
cet-15354	31	11	loads	load	NOUN
cet-15354	31	12	,	,	PUNCT
cet-15354	31	13	where	where	SCONJ
cet-15354	31	14	operational	operational	ADJ
cet-15354	31	15	parameters	parameter	NOUN
cet-15354	31	16	are	be	AUX
cet-15354	31	17	provided	provide	VERB
cet-15354	31	18	as	as	ADP
cet-15354	31	19	input	input	NOUN
cet-15354	31	20	data	datum	NOUN
cet-15354	31	21	,	,	PUNCT
cet-15354	31	22	eliminating	eliminate	VERB
cet-15354	31	23	the	the	DET
cet-15354	31	24	need	need	NOUN
cet-15354	31	25	for	for	ADP
cet-15354	31	26	specific	specific	ADJ
cet-15354	31	27	sizing	sizing	NOUN
cet-15354	31	28	calculations	calculation	NOUN
cet-15354	31	29	.	.	PUNCT
cet-15354	32	1	figure	figure	NOUN
cet-15354	32	2	1	1	NUM
cet-15354	32	3	shows	show	VERB
cet-15354	32	4	the	the	DET
cet-15354	32	5	schematic	schematic	ADJ
cet-15354	32	6	diagram	diagram	NOUN
cet-15354	32	7	of	of	ADP
cet-15354	32	8	the	the	DET
cet-15354	32	9	hres	hre	NOUN
cet-15354	32	10	considered	consider	VERB
cet-15354	32	11	by	by	ADP
cet-15354	32	12	the	the	DET
cet-15354	32	13	authors	author	NOUN
cet-15354	32	14	with	with	ADP
cet-15354	32	15	three	three	NUM
cet-15354	32	16	power	power	NOUN
cet-15354	32	17	sources	source	NOUN
cet-15354	32	18	feeding	feed	VERB
cet-15354	32	19	electrical	electrical	ADJ
cet-15354	32	20	loads	load	NOUN
cet-15354	32	21	.	.	PUNCT
cet-15354	33	1	figure	figure	NOUN
cet-15354	33	2	1	1	NUM
cet-15354	33	3	:	:	PUNCT
cet-15354	33	4	schematic	schematic	ADJ
cet-15354	33	5	diagram	diagram	NOUN
cet-15354	33	6	of	of	ADP
cet-15354	33	7	the	the	DET
cet-15354	33	8	hybrid	hybrid	ADJ
cet-15354	33	9	renewable	renewable	ADJ
cet-15354	33	10	energy	energy	NOUN
cet-15354	33	11	system	system	NOUN
cet-15354	33	12	(	(	PUNCT
cet-15354	33	13	hres	hre	NOUN
cet-15354	33	14	)	)	PUNCT
cet-15354	33	15	showing	show	VERB
cet-15354	33	16	the	the	DET
cet-15354	33	17	integration	integration	NOUN
cet-15354	33	18	of	of	ADP
cet-15354	33	19	three	three	NUM
cet-15354	33	20	power	power	NOUN
cet-15354	33	21	sources	source	NOUN
cet-15354	33	22	:	:	PUNCT
cet-15354	33	23	a	a	DET
cet-15354	33	24	fuel	fuel	NOUN
cet-15354	33	25	generator	generator	NOUN
cet-15354	33	26	(	(	PUNCT
cet-15354	33	27	pn	pn	NOUN
cet-15354	33	28	=	=	SYM
cet-15354	33	29	15	15	NUM
cet-15354	33	30	kwe	kwe	NOUN
cet-15354	33	31	,	,	PUNCT
cet-15354	33	32	pmin	pmin	NOUN
cet-15354	33	33	=	=	PROPN
cet-15354	33	34	1.5	1.5	NUM
cet-15354	33	35	kwe	kwe	NOUN
cet-15354	33	36	)	)	PUNCT
cet-15354	33	37	,	,	PUNCT
cet-15354	33	38	a	a	DET
cet-15354	33	39	photovoltaic	photovoltaic	NOUN
cet-15354	33	40	array	array	NOUN
cet-15354	33	41	(	(	PUNCT
cet-15354	33	42	pn	pn	NOUN
cet-15354	33	43	=	=	SYM
cet-15354	33	44	10	10	NUM
cet-15354	33	45	kwe	kwe	NOUN
cet-15354	33	46	,	,	PUNCT
cet-15354	33	47	dnir	dnir	NOUN
cet-15354	33	48	=	=	SYM
cet-15354	33	49	800	800	NUM
cet-15354	33	50	w	w	NOUN
cet-15354	33	51	/	/	SYM
cet-15354	33	52	m²	m²	PROPN
cet-15354	33	53	,	,	PUNCT
cet-15354	33	54	η	η	NOUN
cet-15354	33	55	=	=	PROPN
cet-15354	33	56	90	90	NUM
cet-15354	33	57	%	%	NOUN
cet-15354	33	58	)	)	PUNCT
cet-15354	33	59	,	,	PUNCT
cet-15354	33	60	and	and	CCONJ
cet-15354	33	61	a	a	DET
cet-15354	33	62	wind	wind	NOUN
cet-15354	33	63	turbine	turbine	NOUN
cet-15354	33	64	(	(	PUNCT
cet-15354	33	65	pn	pn	NOUN
cet-15354	33	66	=	=	PROPN
cet-15354	33	67	3.5	3.5	NUM
cet-15354	33	68	kwe	kwe	NOUN
cet-15354	33	69	,	,	PUNCT
cet-15354	33	70	v	v	NOUN
cet-15354	33	71	=	=	SYM
cet-15354	33	72	3	3	NUM
cet-15354	33	73	-	-	SYM
cet-15354	33	74	16	16	NUM
cet-15354	33	75	m	m	PROPN
cet-15354	33	76	/	/	SYM
cet-15354	33	77	s	s	PART
cet-15354	33	78	)	)	PUNCT
cet-15354	33	79	connected	connect	VERB
cet-15354	33	80	to	to	PART
cet-15354	33	81	supply	supply	VERB
cet-15354	33	82	the	the	DET
cet-15354	33	83	electrical	electrical	ADJ
cet-15354	33	84	load	load	NOUN
cet-15354	33	85	.	.	PUNCT
cet-15354	34	1	the	the	DET
cet-15354	34	2	hres	hre	NOUN
cet-15354	34	3	model	model	NOUN
cet-15354	34	4	is	be	AUX
cet-15354	34	5	designed	design	VERB
cet-15354	34	6	for	for	ADP
cet-15354	34	7	small	small	ADJ
cet-15354	34	8	rural	rural	ADJ
cet-15354	34	9	community	community	NOUN
cet-15354	34	10	applications	application	NOUN
cet-15354	34	11	with	with	ADP
cet-15354	34	12	the	the	DET
cet-15354	34	13	following	follow	VERB
cet-15354	34	14	specifications	specification	NOUN
cet-15354	34	15	:	:	PUNCT
cet-15354	34	16	a	a	DET
cet-15354	34	17	10	10	NUM
cet-15354	34	18	 	 	SPACE
cet-15354	34	19	kwe	kwe	PROPN
cet-15354	34	20	photovoltaic	photovoltaic	PROPN
cet-15354	34	21	array	array	NOUN
cet-15354	34	22	,	,	PUNCT
cet-15354	34	23	a	a	DET
cet-15354	34	24	3.5	3.5	NUM
cet-15354	34	25	 	 	SPACE
cet-15354	34	26	kwe	kwe	NOUN
cet-15354	34	27	wind	wind	NOUN
cet-15354	34	28	turbine	turbine	NOUN
cet-15354	34	29	,	,	PUNCT
cet-15354	34	30	and	and	CCONJ
cet-15354	34	31	a	a	DET
cet-15354	34	32	15	15	NUM
cet-15354	34	33	 	 	SPACE
cet-15354	34	34	kwe	kwe	PROPN
cet-15354	34	35	fuel	fuel	NOUN
cet-15354	34	36	generator	generator	NOUN
cet-15354	34	37	are	be	AUX
cet-15354	34	38	integrated	integrate	VERB
cet-15354	34	39	within	within	ADP
cet-15354	34	40	the	the	DET
cet-15354	34	41	system	system	NOUN
cet-15354	34	42	.	.	PUNCT
cet-15354	35	1	this	this	DET
cet-15354	35	2	configuration	configuration	NOUN
cet-15354	35	3	accommodates	accommodate	VERB
cet-15354	35	4	a	a	DET
cet-15354	35	5	base	base	NOUN
cet-15354	35	6	load	load	NOUN
cet-15354	35	7	of	of	ADP
cet-15354	35	8	1.8–2.0	1.8–2.0	NOUN
cet-15354	35	9	 	 	SPACE
cet-15354	35	10	kw	kw	NOUN
cet-15354	35	11	during	during	ADP
cet-15354	35	12	nighttime	nighttime	NOUN
cet-15354	35	13	and	and	CCONJ
cet-15354	35	14	peaks	peak	NOUN
cet-15354	35	15	of	of	ADP
cet-15354	35	16	up	up	ADP
cet-15354	35	17	to	to	PART
cet-15354	35	18	4	4	NUM
cet-15354	35	19	 	 	SPACE
cet-15354	35	20	kw	kw	INTJ
cet-15354	35	21	during	during	ADP
cet-15354	35	22	daytime	daytime	NOUN
cet-15354	35	23	,	,	PUNCT
cet-15354	35	24	with	with	ADP
cet-15354	35	25	renewable	renewable	ADJ
cet-15354	35	26	sources	source	NOUN
cet-15354	35	27	typically	typically	ADV
cet-15354	35	28	contributing	contribute	VERB
cet-15354	35	29	a	a	DET
cet-15354	35	30	significant	significant	ADJ
cet-15354	35	31	portion	portion	NOUN
cet-15354	35	32	of	of	ADP
cet-15354	35	33	the	the	DET
cet-15354	35	34	daily	daily	ADJ
cet-15354	35	35	energy	energy	NOUN
cet-15354	35	36	demand	demand	NOUN
cet-15354	35	37	.	.	PUNCT
cet-15354	36	1	consequently	consequently	ADV
cet-15354	36	2	,	,	PUNCT
cet-15354	36	3	the	the	DET
cet-15354	36	4	combined	combine	VERB
cet-15354	36	5	renewable	renewable	ADJ
cet-15354	36	6	sources	source	NOUN
cet-15354	36	7	effectively	effectively	ADV
cet-15354	36	8	support	support	VERB
cet-15354	36	9	the	the	DET
cet-15354	36	10	community	community	NOUN
cet-15354	36	11	's	's	PART
cet-15354	36	12	energy	energy	NOUN
cet-15354	36	13	needs	need	NOUN
cet-15354	36	14	,	,	PUNCT
cet-15354	36	15	while	while	SCONJ
cet-15354	36	16	the	the	DET
cet-15354	36	17	fuel	fuel	NOUN
cet-15354	36	18	generator	generator	NOUN
cet-15354	36	19	provides	provide	VERB
cet-15354	36	20	reliable	reliable	ADJ
cet-15354	36	21	backup	backup	NOUN
cet-15354	36	22	to	to	PART
cet-15354	36	23	maintain	maintain	VERB
cet-15354	36	24	a	a	DET
cet-15354	36	25	continuous	continuous	ADJ
cet-15354	36	26	power	power	NOUN
cet-15354	36	27	supply	supply	NOUN
cet-15354	36	28	during	during	ADP
cet-15354	36	29	periods	period	NOUN
cet-15354	36	30	of	of	ADP
cet-15354	36	31	low	low	ADJ
cet-15354	36	32	renewable	renewable	ADJ
cet-15354	36	33	resource	resource	NOUN
cet-15354	36	34	availability	availability	NOUN
cet-15354	36	35	.	.	PUNCT
cet-15354	37	1	the	the	DET
cet-15354	37	2	system	system	NOUN
cet-15354	37	3	employs	employ	VERB
cet-15354	37	4	established	establish	VERB
cet-15354	37	5	optimization	optimization	NOUN
cet-15354	37	6	techniques	technique	NOUN
cet-15354	37	7	to	to	PART
cet-15354	37	8	determine	determine	VERB
cet-15354	37	9	appropriate	appropriate	ADJ
cet-15354	37	10	setpoint	setpoint	NOUN
cet-15354	37	11	configurations	configuration	NOUN
cet-15354	37	12	for	for	ADP
cet-15354	37	13	each	each	DET
cet-15354	37	14	component	component	NOUN
cet-15354	37	15	,	,	PUNCT
cet-15354	37	16	aiming	aim	VERB
cet-15354	37	17	to	to	PART
cet-15354	37	18	maximize	maximize	VERB
cet-15354	37	19	overall	overall	ADJ
cet-15354	37	20	system	system	NOUN
cet-15354	37	21	efficiency	efficiency	NOUN
cet-15354	37	22	while	while	SCONJ
cet-15354	37	23	meeting	meet	VERB
cet-15354	37	24	operational	operational	ADJ
cet-15354	37	25	constraints	constraint	NOUN
cet-15354	37	26	and	and	CCONJ
cet-15354	37	27	power	power	NOUN
cet-15354	37	28	demand	demand	NOUN
cet-15354	37	29	requirements	requirement	NOUN
cet-15354	37	30	.	.	PUNCT
cet-15354	38	1	the	the	DET
cet-15354	38	2	core	core	NOUN
cet-15354	38	3	control	control	NOUN
cet-15354	38	4	mechanism	mechanism	NOUN
cet-15354	38	5	,	,	PUNCT
cet-15354	38	6	in	in	ADP
cet-15354	38	7	fact	fact	NOUN
cet-15354	38	8	,	,	PUNCT
cet-15354	38	9	operates	operate	VERB
cet-15354	38	10	through	through	ADP
cet-15354	38	11	normalized	normalize	VERB
cet-15354	38	12	setpoints	setpoint	NOUN
cet-15354	38	13	between	between	ADP
cet-15354	38	14	0	0	NUM
cet-15354	38	15	and	and	CCONJ
cet-15354	38	16	1	1	NUM
cet-15354	38	17	,	,	PUNCT
cet-15354	38	18	establishing	establish	VERB
cet-15354	38	19	a	a	DET
cet-15354	38	20	direct	direct	ADJ
cet-15354	38	21	relationship	relationship	NOUN
cet-15354	38	22	between	between	ADP
cet-15354	38	23	actual	actual	ADJ
cet-15354	38	24	and	and	CCONJ
cet-15354	38	25	nominal	nominal	ADJ
cet-15354	38	26	power	power	NOUN
cet-15354	38	27	output	output	NOUN
cet-15354	38	28	.	.	PUNCT
cet-15354	39	1	within	within	ADP
cet-15354	39	2	the	the	DET
cet-15354	39	3	generation	generation	NOUN
cet-15354	39	4	portfolio	portfolio	NOUN
cet-15354	39	5	,	,	PUNCT
cet-15354	39	6	photovoltaic	photovoltaic	NOUN
cet-15354	39	7	,	,	PUNCT
cet-15354	39	8	wind	wind	NOUN
cet-15354	39	9	turbine	turbine	NOUN
cet-15354	39	10	(	(	PUNCT
cet-15354	39	11	aeolian	aeolian	NOUN
cet-15354	39	12	)	)	PUNCT
cet-15354	39	13	,	,	PUNCT
cet-15354	39	14	and	and	CCONJ
cet-15354	39	15	fuel	fuel	NOUN
cet-15354	39	16	-	-	PUNCT
cet-15354	39	17	based	base	VERB
cet-15354	39	18	generators	generator	NOUN
cet-15354	39	19	operate	operate	VERB
cet-15354	39	20	under	under	ADP
cet-15354	39	21	distinct	distinct	ADJ
cet-15354	39	22	parameters	parameter	NOUN
cet-15354	39	23	.	.	PUNCT
cet-15354	40	1	the	the	DET
cet-15354	40	2	renewable	renewable	ADJ
cet-15354	40	3	sources	source	NOUN
cet-15354	40	4	function	function	VERB
cet-15354	40	5	with	with	ADP
cet-15354	40	6	zero	zero	NUM
cet-15354	40	7	fuel	fuel	NOUN
cet-15354	40	8	costs	cost	NOUN
cet-15354	40	9	,	,	PUNCT
cet-15354	40	10	providing	provide	VERB
cet-15354	40	11	clean	clean	ADJ
cet-15354	40	12	energy	energy	NOUN
cet-15354	40	13	from	from	ADP
cet-15354	40	14	natural	natural	ADJ
cet-15354	40	15	resources	resource	NOUN
cet-15354	40	16	,	,	PUNCT
cet-15354	40	17	while	while	SCONJ
cet-15354	40	18	conventional	conventional	ADJ
cet-15354	40	19	generators	generator	NOUN
cet-15354	40	20	require	require	VERB
cet-15354	40	21	specific	specific	ADJ
cet-15354	40	22	fuel	fuel	NOUN
cet-15354	40	23	inputs	input	NOUN
cet-15354	40	24	like	like	ADP
cet-15354	40	25	biomass	biomass	NOUN
cet-15354	40	26	,	,	PUNCT
cet-15354	40	27	diesel	diesel	NOUN
cet-15354	40	28	,	,	PUNCT
cet-15354	40	29	or	or	CCONJ
cet-15354	40	30	natural	natural	ADJ
cet-15354	40	31	gas	gas	NOUN
cet-15354	40	32	.	.	PUNCT
cet-15354	41	1	throughout	throughout	ADP
cet-15354	41	2	operation	operation	NOUN
cet-15354	41	3	,	,	PUNCT
cet-15354	41	4	the	the	DET
cet-15354	41	5	system	system	NOUN
cet-15354	41	6	continuously	continuously	ADV
cet-15354	41	7	monitors	monitor	VERB
cet-15354	41	8	and	and	CCONJ
cet-15354	41	9	optimizes	optimize	VERB
cet-15354	41	10	both	both	DET
cet-15354	41	11	power	power	NOUN
cet-15354	41	12	generation	generation	NOUN
cet-15354	41	13	(	(	PUNCT
cet-15354	41	14	kilowatts	kilowatts	NOUN
cet-15354	41	15	)	)	PUNCT
cet-15354	41	16	and	and	CCONJ
cet-15354	41	17	fuel	fuel	NOUN
cet-15354	41	18	consumption	consumption	NOUN
cet-15354	41	19	(	(	PUNCT
cet-15354	41	20	kilograms	kilogram	NOUN
cet-15354	41	21	per	per	ADP
cet-15354	41	22	hour	hour	NOUN
cet-15354	41	23	)	)	PUNCT
cet-15354	41	24	across	across	ADP
cet-15354	41	25	the	the	DET
cet-15354	41	26	defined	define	VERB
cet-15354	41	27	operational	operational	ADJ
cet-15354	41	28	horizon	horizon	NOUN
cet-15354	41	29	.	.	PUNCT
cet-15354	42	1	this	this	DET
cet-15354	42	2	setpoint	setpoint	NOUN
cet-15354	42	3	-	-	PUNCT
cet-15354	42	4	based	base	VERB
cet-15354	42	5	framework	framework	NOUN
cet-15354	42	6	enables	enable	VERB
cet-15354	42	7	dynamic	dynamic	ADJ
cet-15354	42	8	system	system	NOUN
cet-15354	42	9	adaptation	adaptation	NOUN
cet-15354	42	10	to	to	ADP
cet-15354	42	11	fluctuating	fluctuate	VERB
cet-15354	42	12	conditions	condition	NOUN
cet-15354	42	13	.	.	PUNCT
cet-15354	43	1	the	the	DET
cet-15354	43	2	control	control	NOUN
cet-15354	43	3	system	system	NOUN
cet-15354	43	4	responds	respond	VERB
cet-15354	43	5	to	to	ADP
cet-15354	43	6	variations	variation	NOUN
cet-15354	43	7	in	in	ADP
cet-15354	43	8	load	load	NOUN
cet-15354	43	9	demands	demand	NOUN
cet-15354	43	10	and	and	CCONJ
cet-15354	43	11	environmental	environmental	ADJ
cet-15354	43	12	factors	factor	NOUN
cet-15354	43	13	,	,	PUNCT
cet-15354	43	14	maintaining	maintain	VERB
cet-15354	43	15	optimal	optimal	ADJ
cet-15354	43	16	resource	resource	NOUN
cet-15354	43	17	utilization	utilization	NOUN
cet-15354	43	18	while	while	SCONJ
cet-15354	43	19	ensuring	ensure	VERB
cet-15354	43	20	reliable	reliable	ADJ
cet-15354	43	21	power	power	NOUN
cet-15354	43	22	supply	supply	NOUN
cet-15354	43	23	.	.	PUNCT
cet-15354	44	1	through	through	ADP
cet-15354	44	2	continuous	continuous	ADJ
cet-15354	44	3	analysis	analysis	NOUN
cet-15354	44	4	of	of	ADP
cet-15354	44	5	input	input	NOUN
cet-15354	44	6	parameters	parameter	NOUN
cet-15354	44	7	and	and	CCONJ
cet-15354	44	8	strategic	strategic	ADJ
cet-15354	44	9	adjustment	adjustment	NOUN
cet-15354	44	10	of	of	ADP
cet-15354	44	11	component	component	NOUN
cet-15354	44	12	setpoints	setpoint	NOUN
cet-15354	44	13	,	,	PUNCT
cet-15354	44	14	the	the	DET
cet-15354	44	15	optimization	optimization	NOUN
cet-15354	44	16	algorithm	algorithm	NOUN
cet-15354	44	17	determines	determine	VERB
cet-15354	44	18	efficient	efficient	ADJ
cet-15354	44	19	operational	operational	ADJ
cet-15354	44	20	strategies	strategy	NOUN
cet-15354	44	21	that	that	PRON
cet-15354	44	22	balance	balance	NOUN
cet-15354	44	23	power	power	NOUN
cet-15354	44	24	demands	demand	NOUN
cet-15354	44	25	with	with	ADP
cet-15354	44	26	minimal	minimal	ADJ
cet-15354	44	27	operational	operational	ADJ
cet-15354	44	28	costs	cost	NOUN
cet-15354	44	29	.	.	PUNCT
cet-15354	45	1	3	3	X
cet-15354	45	2	.	.	X
cet-15354	45	3	hres	hre	VERB
cet-15354	45	4	optimization	optimization	NOUN
cet-15354	45	5	problem	problem	VERB
cet-15354	45	6	an	an	DET
cet-15354	45	7	off	off	ADP
cet-15354	45	8	-	-	PUNCT
cet-15354	45	9	grid	grid	NOUN
cet-15354	45	10	hres	hre	NOUN
cet-15354	45	11	integrates	integrate	VERB
cet-15354	45	12	multiple	multiple	ADJ
cet-15354	45	13	energy	energy	NOUN
cet-15354	45	14	sources	source	NOUN
cet-15354	45	15	,	,	PUNCT
cet-15354	45	16	like	like	ADP
cet-15354	45	17	solar	solar	ADJ
cet-15354	45	18	panels	panel	NOUN
cet-15354	45	19	,	,	PUNCT
cet-15354	45	20	wind	wind	NOUN
cet-15354	45	21	turbines	turbine	NOUN
cet-15354	45	22	,	,	PUNCT
cet-15354	45	23	to	to	PART
cet-15354	45	24	provide	provide	VERB
cet-15354	45	25	electricity	electricity	NOUN
cet-15354	45	26	without	without	ADP
cet-15354	45	27	relying	rely	VERB
cet-15354	45	28	on	on	ADP
cet-15354	45	29	the	the	DET
cet-15354	45	30	main	main	ADJ
cet-15354	45	31	power	power	NOUN
cet-15354	45	32	grid	grid	NOUN
cet-15354	45	33	.	.	PUNCT
cet-15354	46	1	it	it	PRON
cet-15354	46	2	is	be	AUX
cet-15354	46	3	designed	design	VERB
cet-15354	46	4	to	to	PART
cet-15354	46	5	supply	supply	VERB
cet-15354	46	6	power	power	NOUN
cet-15354	46	7	to	to	PART
cet-15354	46	8	remote	remote	VERB
cet-15354	46	9	or	or	CCONJ
cet-15354	46	10	isolated	isolated	ADJ
cet-15354	46	11	areas	area	NOUN
cet-15354	46	12	where	where	SCONJ
cet-15354	46	13	grid	grid	NOUN
cet-15354	46	14	connection	connection	NOUN
cet-15354	46	15	is	be	AUX
cet-15354	46	16	impractical	impractical	ADJ
cet-15354	46	17	or	or	CCONJ
cet-15354	46	18	too	too	ADV
cet-15354	46	19	expensive	expensive	ADJ
cet-15354	46	20	.	.	PUNCT
cet-15354	47	1	the	the	DET
cet-15354	47	2	system	system	NOUN
cet-15354	47	3	must	must	AUX
cet-15354	47	4	be	be	AUX
cet-15354	47	5	sized	size	VERB
cet-15354	47	6	to	to	PART
cet-15354	47	7	meet	meet	VERB
cet-15354	47	8	the	the	DET
cet-15354	47	9	local	local	ADJ
cet-15354	47	10	energy	energy	NOUN
cet-15354	47	11	demand	demand	NOUN
cet-15354	47	12	(	(	PUNCT
cet-15354	47	13	load	load	NOUN
cet-15354	47	14	)	)	PUNCT
cet-15354	47	15	consistently	consistently	ADV
cet-15354	47	16	.	.	PUNCT
cet-15354	48	1	as	as	ADP
cet-15354	48	2	above	above	ADV
cet-15354	48	3	referred	refer	VERB
cet-15354	48	4	,	,	PUNCT
cet-15354	48	5	the	the	DET
cet-15354	48	6	load	load	NOUN
cet-15354	48	7	represents	represent	VERB
cet-15354	48	8	the	the	DET
cet-15354	48	9	base	base	ADJ
cet-15354	48	10	electrical	electrical	ADJ
cet-15354	48	11	demand	demand	NOUN
cet-15354	48	12	that	that	PRON
cet-15354	48	13	must	must	AUX
cet-15354	48	14	be	be	AUX
cet-15354	48	15	continuously	continuously	ADV
cet-15354	48	16	620	620	NUM
cet-15354	48	17	satisfied	satisfied	ADJ
cet-15354	48	18	by	by	ADP
cet-15354	48	19	the	the	DET
cet-15354	48	20	hres	hre	NOUN
cet-15354	48	21	,	,	PUNCT
cet-15354	48	22	characterized	characterize	VERB
cet-15354	48	23	by	by	ADP
cet-15354	48	24	a	a	DET
cet-15354	48	25	moderate	moderate	ADJ
cet-15354	48	26	base	base	NOUN
cet-15354	48	27	demand	demand	NOUN
cet-15354	48	28	during	during	ADP
cet-15354	48	29	nighttime	nighttime	ADJ
cet-15354	48	30	hours	hour	NOUN
cet-15354	48	31	to	to	PART
cet-15354	48	32	maintain	maintain	VERB
cet-15354	48	33	essential	essential	ADJ
cet-15354	48	34	services	service	NOUN
cet-15354	48	35	,	,	PUNCT
cet-15354	48	36	increasing	increase	VERB
cet-15354	48	37	to	to	ADP
cet-15354	48	38	higher	high	ADJ
cet-15354	48	39	peaks	peak	NOUN
cet-15354	48	40	during	during	ADP
cet-15354	48	41	daytime	daytime	ADJ
cet-15354	48	42	periods	period	NOUN
cet-15354	48	43	to	to	PART
cet-15354	48	44	support	support	VERB
cet-15354	48	45	community	community	NOUN
cet-15354	48	46	activities	activity	NOUN
cet-15354	48	47	including	include	VERB
cet-15354	48	48	residential	residential	ADJ
cet-15354	48	49	consumption	consumption	NOUN
cet-15354	48	50	,	,	PUNCT
cet-15354	48	51	critical	critical	ADJ
cet-15354	48	52	infrastructure	infrastructure	NOUN
cet-15354	48	53	,	,	PUNCT
cet-15354	48	54	and	and	CCONJ
cet-15354	48	55	local	local	ADJ
cet-15354	48	56	services	service	NOUN
cet-15354	48	57	.	.	PUNCT
cet-15354	49	1	a	a	DET
cet-15354	49	2	description	description	NOUN
cet-15354	49	3	of	of	ADP
cet-15354	49	4	how	how	SCONJ
cet-15354	49	5	the	the	DET
cet-15354	49	6	optimization	optimization	NOUN
cet-15354	49	7	problem	problem	NOUN
cet-15354	49	8	is	be	AUX
cet-15354	49	9	set	set	VERB
cet-15354	49	10	up	up	ADP
cet-15354	49	11	for	for	ADP
cet-15354	49	12	this	this	DET
cet-15354	49	13	type	type	NOUN
cet-15354	49	14	of	of	ADP
cet-15354	49	15	system	system	NOUN
cet-15354	49	16	will	will	AUX
cet-15354	49	17	now	now	ADV
cet-15354	49	18	follow	follow	VERB
cet-15354	49	19	:	:	PUNCT
cet-15354	49	20	from	from	ADP
cet-15354	49	21	the	the	DET
cet-15354	49	22	objective	objective	ADJ
cet-15354	49	23	function	function	NOUN
cet-15354	49	24	to	to	ADP
cet-15354	49	25	the	the	DET
cet-15354	49	26	constraints	constraint	NOUN
cet-15354	49	27	acting	act	VERB
cet-15354	49	28	on	on	ADP
cet-15354	49	29	the	the	DET
cet-15354	49	30	process	process	NOUN
cet-15354	49	31	and	and	CCONJ
cet-15354	49	32	on	on	ADP
cet-15354	49	33	the	the	DET
cet-15354	49	34	optimization	optimization	NOUN
cet-15354	49	35	variables	variable	NOUN
cet-15354	49	36	.	.	PUNCT
cet-15354	50	1	the	the	DET
cet-15354	50	2	minimization	minimization	NOUN
cet-15354	50	3	of	of	ADP
cet-15354	50	4	the	the	DET
cet-15354	50	5	objective	objective	ADJ
cet-15354	50	6	function	function	NOUN
cet-15354	50	7	can	can	AUX
cet-15354	50	8	be	be	AUX
cet-15354	50	9	expressed	express	VERB
cet-15354	50	10	as	as	SCONJ
cet-15354	50	11	follows	follow	VERB
cet-15354	50	12	:	:	PUNCT
cet-15354	50	13	𝑚𝑖𝑛	𝑚𝑖𝑛	PROPN
cet-15354	50	14	𝛼𝑥,𝛼𝑦,𝛼𝑒	𝛼𝑥,𝛼𝑦,𝛼𝑒	PROPN
cet-15354	50	15	𝑓	𝑓	X
cet-15354	50	16	=	=	PUNCT
cet-15354	50	17	∑	∑	PROPN
cet-15354	50	18	𝑦𝑖	𝑦𝑖	X
cet-15354	50	19	𝐹𝑁	𝐹𝑁	PROPN
cet-15354	50	20	𝑖=1	𝑖=1	PUNCT
cet-15354	51	1	+	+	CCONJ
cet-15354	51	2	𝐶1	𝐶1	NUM
cet-15354	51	3	∑	∑	PUNCT
cet-15354	51	4	(	(	PUNCT
cet-15354	51	5	𝛼𝑥,𝑖	𝛼𝑥,𝑖	X
cet-15354	51	6	+	+	PUNCT
cet-15354	51	7	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	51	8	+	+	SYM
cet-15354	51	9	𝛼𝑒,𝑖	𝛼𝑒,𝑖	X
cet-15354	51	10	)	)	PUNCT
cet-15354	52	1	𝑁	𝑁	PROPN
cet-15354	52	2	𝑖=1	𝑖=1	PROPN
cet-15354	52	3	(	(	PUNCT
cet-15354	52	4	1	1	X
cet-15354	52	5	)	)	PUNCT
cet-15354	52	6	the	the	DET
cet-15354	52	7	objective	objective	ADJ
cet-15354	52	8	function	function	NOUN
cet-15354	52	9	is	be	AUX
cet-15354	52	10	composed	compose	VERB
cet-15354	52	11	of	of	ADP
cet-15354	52	12	two	two	NUM
cet-15354	52	13	main	main	ADJ
cet-15354	52	14	terms	term	NOUN
cet-15354	52	15	:	:	PUNCT
cet-15354	52	16	•	•	ADP
cet-15354	52	17	the	the	DET
cet-15354	52	18	first	first	ADJ
cet-15354	52	19	term	term	NOUN
cet-15354	52	20	represents	represent	VERB
cet-15354	52	21	the	the	DET
cet-15354	52	22	total	total	ADJ
cet-15354	52	23	fuel	fuel	NOUN
cet-15354	52	24	consumption	consumption	NOUN
cet-15354	52	25	(	(	PUNCT
cet-15354	52	26	by	by	ADP
cet-15354	52	27	fuel	fuel	NOUN
cet-15354	52	28	generator	generator	NOUN
cet-15354	52	29	)	)	PUNCT
cet-15354	52	30	summed	sum	VERB
cet-15354	52	31	over	over	ADP
cet-15354	52	32	all	all	DET
cet-15354	52	33	time	time	NOUN
cet-15354	52	34	steps	step	NOUN
cet-15354	52	35	n.	n.	PROPN
cet-15354	52	36	this	this	PRON
cet-15354	52	37	is	be	AUX
cet-15354	52	38	the	the	DET
cet-15354	52	39	primary	primary	ADJ
cet-15354	52	40	aspect	aspect	NOUN
cet-15354	52	41	to	to	PART
cet-15354	52	42	minimize	minimize	VERB
cet-15354	52	43	,	,	PUNCT
cet-15354	52	44	as	as	SCONJ
cet-15354	52	45	fuel	fuel	NOUN
cet-15354	52	46	usage	usage	NOUN
cet-15354	52	47	directly	directly	ADV
cet-15354	52	48	impacts	impact	VERB
cet-15354	52	49	both	both	PRON
cet-15354	52	50	operational	operational	ADJ
cet-15354	52	51	costs	cost	NOUN
cet-15354	52	52	and	and	CCONJ
cet-15354	52	53	environmental	environmental	ADJ
cet-15354	52	54	impact	impact	NOUN
cet-15354	52	55	.	.	PUNCT
cet-15354	53	1	•	•	NUM
cet-15354	53	2	the	the	DET
cet-15354	53	3	second	second	ADJ
cet-15354	53	4	term	term	NOUN
cet-15354	53	5	represents	represent	VERB
cet-15354	53	6	the	the	DET
cet-15354	53	7	sum	sum	NOUN
cet-15354	53	8	of	of	ADP
cet-15354	53	9	all	all	DET
cet-15354	53	10	control	control	NOUN
cet-15354	53	11	actions	action	NOUN
cet-15354	53	12	(	(	PUNCT
cet-15354	53	13	setpoints	setpoint	NOUN
cet-15354	53	14	)	)	PUNCT
cet-15354	53	15	for	for	ADP
cet-15354	53	16	each	each	DET
cet-15354	53	17	generator	generator	NOUN
cet-15354	53	18	,	,	PUNCT
cet-15354	53	19	multiplied	multiply	VERB
cet-15354	53	20	by	by	ADP
cet-15354	53	21	a	a	DET
cet-15354	53	22	penalty	penalty	NOUN
cet-15354	53	23	constant	constant	ADJ
cet-15354	53	24	c1	c1	NOUN
cet-15354	53	25	.	.	PUNCT
cet-15354	54	1	this	this	DET
cet-15354	54	2	term	term	NOUN
cet-15354	54	3	helps	help	VERB
cet-15354	54	4	prevent	prevent	VERB
cet-15354	54	5	excessive	excessive	ADJ
cet-15354	54	6	adjustments	adjustment	NOUN
cet-15354	54	7	to	to	ADP
cet-15354	54	8	the	the	DET
cet-15354	54	9	generators	generator	NOUN
cet-15354	54	10	'	'	PART
cet-15354	54	11	outputs	output	NOUN
cet-15354	54	12	that	that	PRON
cet-15354	54	13	could	could	AUX
cet-15354	54	14	cause	cause	VERB
cet-15354	54	15	unnecessary	unnecessary	ADJ
cet-15354	54	16	wear	wear	NOUN
cet-15354	54	17	.	.	PUNCT
cet-15354	55	1	specifically	specifically	ADV
cet-15354	55	2	,	,	PUNCT
cet-15354	55	3	there	there	PRON
cet-15354	55	4	is	be	VERB
cet-15354	55	5	:	:	PUNCT
cet-15354	55	6	𝑦𝑖	𝑦𝑖	INTJ
cet-15354	55	7	𝐹	𝐹	PROPN
cet-15354	55	8	the	the	DET
cet-15354	55	9	amount	amount	NOUN
cet-15354	55	10	of	of	ADP
cet-15354	55	11	fuel	fuel	NOUN
cet-15354	55	12	;	;	PUNCT
cet-15354	55	13	the	the	DET
cet-15354	55	14	objective	objective	ADJ
cet-15354	55	15	function	function	NOUN
cet-15354	55	16	to	to	PART
cet-15354	55	17	be	be	AUX
cet-15354	55	18	minimized	minimize	VERB
cet-15354	55	19	is	be	AUX
cet-15354	55	20	represented	represent	VERB
cet-15354	55	21	by	by	ADP
cet-15354	55	22	the	the	DET
cet-15354	55	23	amount	amount	NOUN
cet-15354	55	24	of	of	ADP
cet-15354	55	25	fuel	fuel	NOUN
cet-15354	55	26	in	in	ADP
cet-15354	55	27	the	the	DET
cet-15354	55	28	generator	generator	NOUN
cet-15354	55	29	.	.	PUNCT
cet-15354	55	30	𝛼𝑥,𝑖	𝛼𝑥,𝑖	PUNCT
cet-15354	56	1	,	,	PUNCT
cet-15354	56	2	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	56	3	,	,	PUNCT
cet-15354	56	4	𝛼𝑒,𝑖	𝛼𝑒,𝑖	VERB
cet-15354	56	5	device	device	NOUN
cet-15354	56	6	setpoints	setpoint	NOUN
cet-15354	56	7	(	(	PUNCT
cet-15354	56	8	optimization	optimization	NOUN
cet-15354	56	9	variables	variable	NOUN
cet-15354	56	10	)	)	PUNCT
cet-15354	56	11	at	at	ADP
cet-15354	56	12	the	the	DET
cet-15354	56	13	i	i	PROPN
cet-15354	56	14	-	-	PUNCT
cet-15354	56	15	th	th	VERB
cet-15354	56	16	step	step	NOUN
cet-15354	56	17	;	;	PUNCT
cet-15354	56	18	𝐶1	𝐶1	NOUN
cet-15354	56	19	=	=	SYM
cet-15354	56	20	penalty	penalty	NOUN
cet-15354	56	21	constant	constant	ADJ
cet-15354	56	22	relating	relate	VERB
cet-15354	56	23	to	to	ADP
cet-15354	56	24	device	device	NOUN
cet-15354	56	25	setpoints	setpoint	NOUN
cet-15354	56	26	;	;	PUNCT
cet-15354	56	27	𝑁	𝑁	PROPN
cet-15354	56	28	=	=	PUNCT
cet-15354	56	29	total	total	ADJ
cet-15354	56	30	number	number	NOUN
cet-15354	56	31	of	of	ADP
cet-15354	56	32	time	time	NOUN
cet-15354	56	33	steps	step	NOUN
cet-15354	56	34	considered	consider	VERB
cet-15354	56	35	.	.	PUNCT
cet-15354	57	1	the	the	DET
cet-15354	57	2	optimization	optimization	NOUN
cet-15354	57	3	problem	problem	NOUN
cet-15354	57	4	incorporates	incorporate	VERB
cet-15354	57	5	multiple	multiple	ADJ
cet-15354	57	6	operational	operational	ADJ
cet-15354	57	7	constraints	constraint	NOUN
cet-15354	57	8	that	that	PRON
cet-15354	57	9	govern	govern	VERB
cet-15354	57	10	the	the	DET
cet-15354	57	11	system	system	NOUN
cet-15354	57	12	's	's	PART
cet-15354	57	13	behavior	behavior	NOUN
cet-15354	57	14	.	.	PUNCT
cet-15354	58	1	the	the	DET
cet-15354	58	2	primary	primary	ADJ
cet-15354	58	3	constraint	constraint	NOUN
cet-15354	58	4	ensures	ensure	VERB
cet-15354	58	5	energy	energy	NOUN
cet-15354	58	6	balance	balance	NOUN
cet-15354	58	7	,	,	PUNCT
cet-15354	58	8	requiring	require	VERB
cet-15354	58	9	that	that	SCONJ
cet-15354	58	10	the	the	DET
cet-15354	58	11	combined	combined	ADJ
cet-15354	58	12	power	power	NOUN
cet-15354	58	13	output	output	NOUN
cet-15354	58	14	from	from	ADP
cet-15354	58	15	all	all	DET
cet-15354	58	16	three	three	NUM
cet-15354	58	17	generators	generator	NOUN
cet-15354	58	18	(	(	PUNCT
cet-15354	58	19	photovoltaic	photovoltaic	NOUN
cet-15354	58	20	,	,	PUNCT
cet-15354	58	21	wind	wind	NOUN
cet-15354	58	22	,	,	PUNCT
cet-15354	58	23	and	and	CCONJ
cet-15354	58	24	fuel	fuel	NOUN
cet-15354	58	25	)	)	PUNCT
cet-15354	58	26	must	must	AUX
cet-15354	58	27	precisely	precisely	ADV
cet-15354	58	28	match	match	VERB
cet-15354	58	29	the	the	DET
cet-15354	58	30	l1	l1	PROPN
cet-15354	58	31	energy	energy	NOUN
cet-15354	58	32	load	load	NOUN
cet-15354	58	33	demand	demand	NOUN
cet-15354	58	34	at	at	ADP
cet-15354	58	35	every	every	DET
cet-15354	58	36	time	time	NOUN
cet-15354	58	37	step	step	NOUN
cet-15354	58	38	.	.	PUNCT
cet-15354	59	1	𝑥𝑖	𝑥𝑖	PROPN
cet-15354	60	1	𝐺	𝐺	PROPN
cet-15354	60	2	+	+	CCONJ
cet-15354	60	3	𝑦𝑖	𝑦𝑖	PROPN
cet-15354	60	4	𝐺	𝐺	NOUN
cet-15354	60	5	+	+	CCONJ
cet-15354	60	6	𝑒𝑖	𝑒𝑖	ADP
cet-15354	60	7	𝐺	𝐺	NOUN
cet-15354	60	8	=	=	PUNCT
cet-15354	60	9	𝑧𝑖	𝑧𝑖	NOUN
cet-15354	60	10	𝐶	𝐶	PROPN
cet-15354	60	11	∀𝑖	∀𝑖	PROPN
cet-15354	60	12	∈	∈	PROPN
cet-15354	60	13	{	{	PUNCT
cet-15354	60	14	1	1	NUM
cet-15354	60	15	,	,	PUNCT
cet-15354	60	16	.	.	PUNCT
cet-15354	60	17	.	.	PUNCT
cet-15354	61	1	.	.	PUNCT
cet-15354	62	1	,	,	PUNCT
cet-15354	62	2	𝑁	𝑁	NOUN
cet-15354	62	3	}	}	PUNCT
cet-15354	62	4	(	(	PUNCT
cet-15354	62	5	2	2	NUM
cet-15354	62	6	)	)	PUNCT
cet-15354	62	7	with	with	ADP
cet-15354	62	8	:	:	PUNCT
cet-15354	62	9	𝑥𝑖	𝑥𝑖	PROPN
cet-15354	62	10	𝐺	𝐺	NOUN
cet-15354	62	11	:	:	PUNCT
cet-15354	62	12	power	power	NOUN
cet-15354	62	13	generated	generate	VERB
cet-15354	62	14	by	by	ADP
cet-15354	62	15	the	the	DET
cet-15354	62	16	photovoltaic	photovoltaic	NOUN
cet-15354	62	17	generator	generator	NOUN
cet-15354	62	18	at	at	ADP
cet-15354	62	19	the	the	DET
cet-15354	62	20	i	i	PROPN
cet-15354	62	21	-	-	PUNCT
cet-15354	62	22	th	th	VERB
cet-15354	62	23	step	step	NOUN
cet-15354	62	24	;	;	PUNCT
cet-15354	62	25	𝑦𝑖	𝑦𝑖	PROPN
cet-15354	62	26	𝐺	𝐺	PROPN
cet-15354	62	27	:	:	PUNCT
cet-15354	62	28	power	power	NOUN
cet-15354	62	29	generated	generate	VERB
cet-15354	62	30	by	by	ADP
cet-15354	62	31	the	the	DET
cet-15354	62	32	fuel	fuel	NOUN
cet-15354	62	33	generator	generator	NOUN
cet-15354	62	34	at	at	ADP
cet-15354	62	35	the	the	DET
cet-15354	62	36	i	i	PROPN
cet-15354	62	37	-	-	PUNCT
cet-15354	62	38	th	th	VERB
cet-15354	62	39	step	step	NOUN
cet-15354	62	40	;	;	PUNCT
cet-15354	62	41	𝑒𝑖	𝑒𝑖	PART
cet-15354	62	42	𝐺	𝐺	NOUN
cet-15354	62	43	:	:	PUNCT
cet-15354	62	44	power	power	NOUN
cet-15354	62	45	generated	generate	VERB
cet-15354	62	46	by	by	ADP
cet-15354	62	47	the	the	DET
cet-15354	62	48	wind	wind	NOUN
cet-15354	62	49	generator	generator	NOUN
cet-15354	62	50	at	at	ADP
cet-15354	62	51	the	the	DET
cet-15354	62	52	i	i	PROPN
cet-15354	62	53	-	-	PUNCT
cet-15354	62	54	th	th	VERB
cet-15354	62	55	step	step	NOUN
cet-15354	62	56	;	;	PUNCT
cet-15354	62	57	𝑧𝑖	𝑧𝑖	NOUN
cet-15354	62	58	𝐶	𝐶	NOUN
cet-15354	62	59	:	:	PUNCT
cet-15354	62	60	energetic	energetic	ADJ
cet-15354	62	61	load	load	NOUN
cet-15354	62	62	required	require	VERB
cet-15354	62	63	at	at	ADP
cet-15354	62	64	the	the	DET
cet-15354	62	65	i	i	PROPN
cet-15354	62	66	-	-	PUNCT
cet-15354	62	67	th	th	NUM
cet-15354	62	68	step	step	NOUN
cet-15354	62	69	.	.	PUNCT
cet-15354	63	1	the	the	DET
cet-15354	63	2	equation	equation	NOUN
cet-15354	63	3	states	state	VERB
cet-15354	63	4	that	that	SCONJ
cet-15354	63	5	at	at	ADP
cet-15354	63	6	every	every	DET
cet-15354	63	7	time	time	NOUN
cet-15354	63	8	step	step	NOUN
cet-15354	63	9	i	i	PRON
cet-15354	63	10	,	,	PUNCT
cet-15354	63	11	the	the	DET
cet-15354	63	12	total	total	ADJ
cet-15354	63	13	power	power	NOUN
cet-15354	63	14	produced	produce	VERB
cet-15354	63	15	by	by	ADP
cet-15354	63	16	all	all	DET
cet-15354	63	17	generators	generator	NOUN
cet-15354	63	18	(	(	PUNCT
cet-15354	63	19	solar	solar	ADJ
cet-15354	63	20	,	,	PUNCT
cet-15354	63	21	fuel	fuel	NOUN
cet-15354	63	22	,	,	PUNCT
cet-15354	63	23	and	and	CCONJ
cet-15354	63	24	wind	wind	NOUN
cet-15354	63	25	)	)	PUNCT
cet-15354	63	26	must	must	AUX
cet-15354	63	27	equal	equal	VERB
cet-15354	63	28	the	the	DET
cet-15354	63	29	required	require	VERB
cet-15354	63	30	energy	energy	NOUN
cet-15354	63	31	load	load	NOUN
cet-15354	63	32	(	(	PUNCT
cet-15354	63	33	𝑧𝑖	𝑧𝑖	INTJ
cet-15354	63	34	𝐶	𝐶	PROPN
cet-15354	63	35	)	)	PUNCT
cet-15354	63	36	.	.	PUNCT
cet-15354	64	1	additionally	additionally	ADV
cet-15354	64	2	,	,	PUNCT
cet-15354	64	3	each	each	DET
cet-15354	64	4	generator	generator	NOUN
cet-15354	64	5	operates	operate	VERB
cet-15354	64	6	within	within	ADP
cet-15354	64	7	specific	specific	ADJ
cet-15354	64	8	setpoint	setpoint	NOUN
cet-15354	64	9	boundaries	boundary	NOUN
cet-15354	64	10	,	,	PUNCT
cet-15354	64	11	where	where	SCONJ
cet-15354	64	12	the	the	DET
cet-15354	64	13	renewable	renewable	ADJ
cet-15354	64	14	sources	source	NOUN
cet-15354	64	15	(	(	PUNCT
cet-15354	64	16	photovoltaic	photovoltaic	NOUN
cet-15354	64	17	and	and	CCONJ
cet-15354	64	18	wind	wind	NOUN
cet-15354	64	19	)	)	PUNCT
cet-15354	64	20	function	function	NOUN
cet-15354	64	21	between	between	ADP
cet-15354	64	22	zero	zero	NUM
cet-15354	64	23	and	and	CCONJ
cet-15354	64	24	maximum	maximum	ADJ
cet-15354	64	25	capacity	capacity	NOUN
cet-15354	64	26	.	.	PUNCT
cet-15354	65	1	therefore	therefore	ADV
cet-15354	65	2	,	,	PUNCT
cet-15354	65	3	the	the	DET
cet-15354	65	4	variable	variable	ADJ
cet-15354	65	5	optimization	optimization	NOUN
cet-15354	65	6	constraints	constraint	NOUN
cet-15354	65	7	for	for	ADP
cet-15354	65	8	the	the	DET
cet-15354	65	9	solar	solar	ADJ
cet-15354	65	10	and	and	CCONJ
cet-15354	65	11	wind	wind	NOUN
cet-15354	65	12	generator	generator	NOUN
cet-15354	65	13	are	be	AUX
cet-15354	65	14	respectively	respectively	ADV
cet-15354	65	15	:	:	PUNCT
cet-15354	65	16	0	0	NUM
cet-15354	65	17	≤	≤	NUM
cet-15354	65	18	𝛼𝑥,𝑖	𝛼𝑥,𝑖	PUNCT
cet-15354	65	19	≤	≤	ADV
cet-15354	65	20	1	1	NUM
cet-15354	65	21	∀𝑖	∀𝑖	PROPN
cet-15354	65	22	∈	∈	PROPN
cet-15354	65	23	{	{	PUNCT
cet-15354	65	24	1	1	NUM
cet-15354	65	25	,	,	PUNCT
cet-15354	65	26	.	.	PUNCT
cet-15354	65	27	.	.	PUNCT
cet-15354	65	28	.	.	PUNCT
cet-15354	66	1	,	,	PUNCT
cet-15354	66	2	𝑁	𝑁	NOUN
cet-15354	66	3	}	}	PUNCT
cet-15354	66	4	(	(	PUNCT
cet-15354	66	5	3	3	NUM
cet-15354	66	6	)	)	PUNCT
cet-15354	66	7	0	0	NUM
cet-15354	67	1	≤	≤	NUM
cet-15354	67	2	𝛼𝑒,𝑖	𝛼𝑒,𝑖	NUM
cet-15354	67	3	≤	≤	NUM
cet-15354	67	4	1	1	NUM
cet-15354	67	5	∀𝑖	∀𝑖	PROPN
cet-15354	67	6	∈	∈	PROPN
cet-15354	67	7	{	{	PUNCT
cet-15354	67	8	1	1	NUM
cet-15354	67	9	,	,	PUNCT
cet-15354	67	10	.	.	PUNCT
cet-15354	67	11	.	.	PUNCT
cet-15354	67	12	.	.	PUNCT
cet-15354	67	13	,	,	PUNCT
cet-15354	68	1	𝑁	𝑁	PROPN
cet-15354	68	2	}	}	PUNCT
cet-15354	68	3	(	(	PUNCT
cet-15354	68	4	4	4	NUM
cet-15354	68	5	)	)	PUNCT
cet-15354	68	6	while	while	SCONJ
cet-15354	68	7	the	the	DET
cet-15354	68	8	fuel	fuel	NOUN
cet-15354	68	9	generator	generator	NOUN
cet-15354	68	10	must	must	AUX
cet-15354	68	11	maintain	maintain	VERB
cet-15354	68	12	operation	operation	NOUN
cet-15354	68	13	above	above	ADP
cet-15354	68	14	a	a	DET
cet-15354	68	15	maximum	maximum	ADJ
cet-15354	68	16	capacity	capacity	NOUN
cet-15354	68	17	and	and	CCONJ
cet-15354	68	18	a	a	DET
cet-15354	68	19	minimum	minimum	ADJ
cet-15354	68	20	technical	technical	ADJ
cet-15354	68	21	threshold	threshold	NOUN
cet-15354	68	22	when	when	SCONJ
cet-15354	68	23	active	active	ADJ
cet-15354	68	24	.	.	PUNCT
cet-15354	69	1	the	the	DET
cet-15354	69	2	fuel	fuel	NOUN
cet-15354	69	3	generator	generator	NOUN
cet-15354	69	4	's	's	PART
cet-15354	69	5	output	output	NOUN
cet-15354	69	6	is	be	AUX
cet-15354	69	7	determined	determine	VERB
cet-15354	69	8	by	by	ADP
cet-15354	69	9	two	two	NUM
cet-15354	69	10	interrelated	interrelated	ADJ
cet-15354	69	11	variables	variable	NOUN
cet-15354	69	12	:	:	PUNCT
cet-15354	69	13	•	•	ADP
cet-15354	69	14	a	a	DET
cet-15354	69	15	continuous	continuous	ADJ
cet-15354	69	16	setpoint	setpoint	NOUN
cet-15354	69	17	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	69	18	between	between	ADP
cet-15354	69	19	0	0	NUM
cet-15354	69	20	and	and	CCONJ
cet-15354	69	21	1	1	NUM
cet-15354	69	22	for	for	ADP
cet-15354	69	23	each	each	DET
cet-15354	69	24	time	time	NOUN
cet-15354	69	25	step	step	NOUN
cet-15354	69	26	i	i	PRON
cet-15354	69	27	;	;	PUNCT
cet-15354	70	1	•	•	ADP
cet-15354	70	2	an	an	DET
cet-15354	70	3	operational	operational	ADJ
cet-15354	70	4	state	state	NOUN
cet-15354	70	5	θi	θi	NUM
cet-15354	70	6	which	which	PRON
cet-15354	70	7	is	be	AUX
cet-15354	70	8	automatically	automatically	ADV
cet-15354	70	9	determined	determine	VERB
cet-15354	70	10	as	as	ADP
cet-15354	70	11	:	:	PUNCT
cet-15354	70	12	θi	θi	X
cet-15354	70	13	=	=	SYM
cet-15354	70	14	0	0	PROPN
cet-15354	70	15	when	when	SCONJ
cet-15354	70	16	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	70	17	<	<	X
cet-15354	70	18	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	PROPN
cet-15354	70	19	;	;	PUNCT
cet-15354	70	20	θi	θi	X
cet-15354	70	21	=	=	SYM
cet-15354	70	22	1	1	NUM
cet-15354	70	23	when	when	SCONJ
cet-15354	70	24	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	70	25	≥	≥	NOUN
cet-15354	70	26	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	NUM
cet-15354	70	27	where	where	SCONJ
cet-15354	70	28	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	PROPN
cet-15354	70	29	=	=	PUNCT
cet-15354	71	1	𝑃𝑚𝑖𝑛/𝑃𝑁	𝑃𝑚𝑖𝑛/𝑃𝑁	ADV
cet-15354	71	2	the	the	DET
cet-15354	71	3	actual	actual	ADJ
cet-15354	71	4	power	power	NOUN
cet-15354	71	5	output	output	NOUN
cet-15354	71	6	is	be	AUX
cet-15354	71	7	calculated	calculate	VERB
cet-15354	71	8	as	as	ADP
cet-15354	71	9	:	:	PUNCT
cet-15354	71	10	yi	yi	NOUN
cet-15354	71	11	g	g	NOUN
cet-15354	71	12	=	=	SYM
cet-15354	71	13	𝑃𝑁	𝑃𝑁	PROPN
cet-15354	71	14	*	*	PUNCT
cet-15354	71	15	θi	θi	ADP
cet-15354	71	16	*	*	PUNCT
cet-15354	71	17	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	71	18	(	(	PUNCT
cet-15354	71	19	5	5	NUM
cet-15354	71	20	)	)	PUNCT
cet-15354	71	21	this	this	DET
cet-15354	71	22	formulation	formulation	NOUN
cet-15354	71	23	ensures	ensure	VERB
cet-15354	71	24	that	that	SCONJ
cet-15354	71	25	:	:	PUNCT
cet-15354	71	26	•	•	ADP
cet-15354	71	27	when	when	SCONJ
cet-15354	71	28	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	71	29	<	<	X
cet-15354	71	30	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	NUM
cet-15354	71	31	,	,	PUNCT
cet-15354	71	32	θi	θi	NUM
cet-15354	71	33	becomes	become	VERB
cet-15354	71	34	0	0	NUM
cet-15354	71	35	,	,	PUNCT
cet-15354	71	36	forcing	force	VERB
cet-15354	71	37	the	the	DET
cet-15354	71	38	generator	generator	NOUN
cet-15354	71	39	to	to	PART
cet-15354	71	40	be	be	AUX
cet-15354	71	41	completely	completely	ADV
cet-15354	71	42	“	"	PUNCT
cet-15354	71	43	off	off	ADP
cet-15354	71	44	”	"	PUNCT
cet-15354	71	45	;	;	PUNCT
cet-15354	71	46	•	•	ADP
cet-15354	71	47	when	when	SCONJ
cet-15354	71	48	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	71	49	≥	≥	NOUN
cet-15354	71	50	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	NUM
cet-15354	71	51	,	,	PUNCT
cet-15354	71	52	θi	θi	NUM
cet-15354	71	53	becomes	become	VERB
cet-15354	71	54	1	1	NUM
cet-15354	71	55	,	,	PUNCT
cet-15354	71	56	allowing	allow	VERB
cet-15354	71	57	the	the	DET
cet-15354	71	58	generator	generator	NOUN
cet-15354	71	59	to	to	PART
cet-15354	71	60	be	be	AUX
cet-15354	71	61	“	"	PUNCT
cet-15354	71	62	on	on	ADP
cet-15354	71	63	”	"	PUNCT
cet-15354	71	64	and	and	CCONJ
cet-15354	71	65	to	to	PART
cet-15354	71	66	operate	operate	VERB
cet-15354	71	67	between	between	ADP
cet-15354	71	68	its	its	PRON
cet-15354	71	69	minimum	minimum	ADJ
cet-15354	71	70	technical	technical	ADJ
cet-15354	71	71	power	power	NOUN
cet-15354	71	72	(	(	PUNCT
cet-15354	71	73	𝑃𝑚𝑖𝑛	𝑃𝑚𝑖𝑛	PROPN
cet-15354	71	74	)	)	PUNCT
cet-15354	71	75	and	and	CCONJ
cet-15354	71	76	nominal	nominal	ADJ
cet-15354	71	77	power	power	NOUN
cet-15354	71	78	(	(	PUNCT
cet-15354	71	79	𝑃𝑁	𝑃𝑁	PROPN
cet-15354	71	80	)	)	PUNCT
cet-15354	71	81	.	.	PUNCT
cet-15354	72	1	621	621	NUM
cet-15354	72	2	while	while	SCONJ
cet-15354	72	3	θi	θi	X
cet-15354	72	4	effectively	effectively	ADV
cet-15354	72	5	acts	act	VERB
cet-15354	72	6	as	as	ADP
cet-15354	72	7	a	a	DET
cet-15354	72	8	binary	binary	ADJ
cet-15354	72	9	indicator	indicator	NOUN
cet-15354	72	10	,	,	PUNCT
cet-15354	72	11	it	it	PRON
cet-15354	72	12	is	be	AUX
cet-15354	72	13	not	not	PART
cet-15354	72	14	an	an	DET
cet-15354	72	15	optimization	optimization	NOUN
cet-15354	72	16	variable	variable	NOUN
cet-15354	72	17	but	but	CCONJ
cet-15354	72	18	rather	rather	ADV
cet-15354	72	19	a	a	DET
cet-15354	72	20	consequence	consequence	NOUN
cet-15354	72	21	of	of	ADP
cet-15354	72	22	the	the	DET
cet-15354	72	23	setpoint	setpoint	NOUN
cet-15354	72	24	α	α	NOUN
cet-15354	72	25	,	,	PUNCT
cet-15354	72	26	maintaining	maintain	VERB
cet-15354	72	27	the	the	DET
cet-15354	72	28	problem	problem	NOUN
cet-15354	72	29	as	as	ADP
cet-15354	72	30	a	a	DET
cet-15354	72	31	nonlinear	nonlinear	ADJ
cet-15354	72	32	programming	programming	NOUN
cet-15354	72	33	(	(	PUNCT
cet-15354	72	34	nlp	nlp	NOUN
cet-15354	72	35	)	)	PUNCT
cet-15354	72	36	formulation	formulation	NOUN
cet-15354	72	37	.	.	PUNCT
cet-15354	73	1	the	the	DET
cet-15354	73	2	system	system	NOUN
cet-15354	73	3	also	also	ADV
cet-15354	73	4	monitors	monitor	VERB
cet-15354	73	5	and	and	CCONJ
cet-15354	73	6	limits	limit	VERB
cet-15354	73	7	the	the	DET
cet-15354	73	8	fuel	fuel	NOUN
cet-15354	73	9	generator	generator	NOUN
cet-15354	73	10	's	's	PART
cet-15354	73	11	ignition	ignition	NOUN
cet-15354	73	12	cycles	cycle	NOUN
cet-15354	73	13	to	to	PART
cet-15354	73	14	prevent	prevent	VERB
cet-15354	73	15	excessive	excessive	ADJ
cet-15354	73	16	wear	wear	NOUN
cet-15354	73	17	and	and	CCONJ
cet-15354	73	18	ensure	ensure	VERB
cet-15354	73	19	efficient	efficient	ADJ
cet-15354	73	20	operation	operation	NOUN
cet-15354	73	21	,	,	PUNCT
cet-15354	73	22	particularly	particularly	ADV
cet-15354	73	23	restricting	restrict	VERB
cet-15354	73	24	its	its	PRON
cet-15354	73	25	use	use	NOUN
cet-15354	73	26	when	when	SCONJ
cet-15354	73	27	renewable	renewable	ADJ
cet-15354	73	28	sources	source	NOUN
cet-15354	73	29	can	can	AUX
cet-15354	73	30	adequately	adequately	ADV
cet-15354	73	31	meet	meet	VERB
cet-15354	73	32	the	the	DET
cet-15354	73	33	demand	demand	NOUN
cet-15354	73	34	.	.	PUNCT
cet-15354	74	1	these	these	DET
cet-15354	74	2	interrelated	interrelated	ADJ
cet-15354	74	3	constraints	constraint	NOUN
cet-15354	74	4	work	work	VERB
cet-15354	74	5	together	together	ADV
cet-15354	74	6	to	to	PART
cet-15354	74	7	maintain	maintain	VERB
cet-15354	74	8	reliable	reliable	ADJ
cet-15354	74	9	power	power	NOUN
cet-15354	74	10	supply	supply	NOUN
cet-15354	74	11	while	while	SCONJ
cet-15354	74	12	ensuring	ensure	VERB
cet-15354	74	13	all	all	DET
cet-15354	74	14	devices	device	NOUN
cet-15354	74	15	operate	operate	VERB
cet-15354	74	16	within	within	ADP
cet-15354	74	17	their	their	PRON
cet-15354	74	18	designed	design	VERB
cet-15354	74	19	specifications	specification	NOUN
cet-15354	74	20	.	.	PUNCT
cet-15354	75	1	the	the	DET
cet-15354	75	2	formulation	formulation	NOUN
cet-15354	75	3	of	of	ADP
cet-15354	75	4	the	the	DET
cet-15354	75	5	nonlinear	nonlinear	ADJ
cet-15354	75	6	programming	programming	NOUN
cet-15354	75	7	(	(	PUNCT
cet-15354	75	8	nlp	nlp	NOUN
cet-15354	75	9	)	)	PUNCT
cet-15354	75	10	problem	problem	NOUN
cet-15354	75	11	becomes	become	VERB
cet-15354	75	12	:	:	PUNCT
cet-15354	75	13	nlp	nlp	NOUN
cet-15354	75	14	=	=	NOUN
cet-15354	75	15	minimize	minimize	VERB
cet-15354	75	16	𝑓(𝛼𝑥	𝑓(𝛼𝑥	NOUN
cet-15354	75	17	,	,	PUNCT
cet-15354	75	18	𝛼𝑦	𝛼𝑦	NOUN
cet-15354	75	19	,	,	PUNCT
cet-15354	75	20	𝛼𝑒	𝛼𝑒	PROPN
cet-15354	75	21	)	)	PUNCT
cet-15354	75	22	(	(	PUNCT
cet-15354	75	23	6	6	NUM
cet-15354	75	24	)	)	PUNCT
cet-15354	75	25	subject	subject	NOUN
cet-15354	75	26	to	to	ADP
cet-15354	75	27	:	:	PUNCT
cet-15354	75	28	𝑔1(𝛼𝑥	𝑔1(𝛼𝑥	PROPN
cet-15354	75	29	,	,	PUNCT
cet-15354	75	30	𝛼𝑦	𝛼𝑦	PROPN
cet-15354	75	31	,	,	PUNCT
cet-15354	75	32	𝛼𝑒	𝛼𝑒	PROPN
cet-15354	75	33	)	)	PUNCT
cet-15354	75	34	=	=	SYM
cet-15354	75	35	0	0	NUM
cet-15354	75	36	;	;	PUNCT
cet-15354	75	37	(	(	PUNCT
cet-15354	75	38	7a	7a	NUM
cet-15354	75	39	)	)	PUNCT
cet-15354	75	40	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	75	41	=	=	SYM
cet-15354	75	42	0	0	NUM
cet-15354	75	43	when	when	SCONJ
cet-15354	75	44	renewable	renewable	ADJ
cet-15354	75	45	power	power	NOUN
cet-15354	75	46	≥	≥	NOUN
cet-15354	75	47	load	load	NOUN
cet-15354	75	48	demand	demand	NOUN
cet-15354	75	49	;	;	PUNCT
cet-15354	75	50	(	(	PUNCT
cet-15354	75	51	7b	7b	X
cet-15354	75	52	)	)	PUNCT
cet-15354	75	53	𝛼𝑚𝑖𝑛	𝛼𝑚𝑖𝑛	PROPN
cet-15354	75	54	≤	≤	NUM
cet-15354	75	55	𝛼𝑦,𝑖	𝛼𝑦,𝑖	NOUN
cet-15354	75	56	≤	≤	NOUN
cet-15354	75	57	1	1	NUM
cet-15354	75	58	when	when	SCONJ
cet-15354	75	59	renewable	renewable	ADJ
cet-15354	75	60	power	power	NOUN
cet-15354	75	61	<	<	X
cet-15354	75	62	load	load	NOUN
cet-15354	75	63	demand	demand	NOUN
cet-15354	75	64	;	;	PUNCT
cet-15354	75	65	(	(	PUNCT
cet-15354	75	66	7c	7c	NUM
cet-15354	75	67	)	)	PUNCT
cet-15354	75	68	0	0	NUM
cet-15354	75	69	≤	≤	PROPN
cet-15354	75	70	𝛼𝑥𝑖	𝛼𝑥𝑖	NOUN
cet-15354	75	71	,	,	PUNCT
cet-15354	75	72	𝛼𝑒𝑖	𝛼𝑒𝑖	ADJ
cet-15354	75	73	≤	≤	NUM
cet-15354	75	74	1	1	NUM
cet-15354	75	75	∀𝑖	∀𝑖	PROPN
cet-15354	75	76	∈	∈	PROPN
cet-15354	75	77	{	{	PUNCT
cet-15354	75	78	1	1	NUM
cet-15354	75	79	,	,	PUNCT
cet-15354	75	80	.	.	PUNCT
cet-15354	75	81	.	.	PUNCT
cet-15354	76	1	.	.	PUNCT
cet-15354	77	1	,	,	PUNCT
cet-15354	77	2	𝑁	𝑁	NOUN
cet-15354	77	3	}	}	PUNCT
cet-15354	77	4	(	(	PUNCT
cet-15354	77	5	7d	7d	NUM
cet-15354	77	6	)	)	PUNCT
cet-15354	77	7	where	where	SCONJ
cet-15354	77	8	𝑔1(𝛼𝑥	𝑔1(𝛼𝑥	PROPN
cet-15354	77	9	,	,	PUNCT
cet-15354	77	10	𝛼𝑦	𝛼𝑦	PROPN
cet-15354	77	11	,	,	PUNCT
cet-15354	77	12	𝛼𝑒	𝛼𝑒	PROPN
cet-15354	77	13	)	)	PUNCT
cet-15354	77	14	=	=	SYM
cet-15354	77	15	0	0	PUNCT
cet-15354	77	16	represents	represent	VERB
cet-15354	77	17	the	the	DET
cet-15354	77	18	power	power	NOUN
cet-15354	77	19	balance	balance	NOUN
cet-15354	77	20	constraint	constraint	NOUN
cet-15354	77	21	(	(	PUNCT
cet-15354	77	22	2	2	NUM
cet-15354	77	23	)	)	PUNCT
cet-15354	77	24	.	.	PUNCT
cet-15354	78	1	these	these	DET
cet-15354	78	2	constraints	constraint	NOUN
cet-15354	78	3	ensure	ensure	VERB
cet-15354	78	4	both	both	DET
cet-15354	78	5	energy	energy	NOUN
cet-15354	78	6	balance	balance	NOUN
cet-15354	78	7	and	and	CCONJ
cet-15354	78	8	proper	proper	ADJ
cet-15354	78	9	device	device	NOUN
cet-15354	78	10	operation	operation	NOUN
cet-15354	78	11	within	within	ADP
cet-15354	78	12	their	their	PRON
cet-15354	78	13	physical	physical	ADJ
cet-15354	78	14	limitations	limitation	NOUN
cet-15354	78	15	,	,	PUNCT
cet-15354	78	16	forming	form	VERB
cet-15354	78	17	the	the	DET
cet-15354	78	18	foundation	foundation	NOUN
cet-15354	78	19	for	for	ADP
cet-15354	78	20	the	the	DET
cet-15354	78	21	nonlinear	nonlinear	ADJ
cet-15354	78	22	optimization	optimization	NOUN
cet-15354	78	23	framework	framework	NOUN
cet-15354	78	24	.	.	PUNCT
cet-15354	79	1	3.1	3.1	NUM
cet-15354	79	2	hres	hre	NOUN
cet-15354	79	3	algorithm	algorithm	NOUN
cet-15354	79	4	implementation	implementation	NOUN
cet-15354	79	5	the	the	DET
cet-15354	79	6	algorithm	algorithm	NOUN
cet-15354	79	7	implementation	implementation	NOUN
cet-15354	79	8	leverages	leverage	VERB
cet-15354	79	9	the	the	DET
cet-15354	79	10	capabilities	capability	NOUN
cet-15354	79	11	of	of	ADP
cet-15354	79	12	python	python	NOUN
cet-15354	79	13	,	,	PUNCT
cet-15354	79	14	version	version	NOUN
cet-15354	79	15	3.11.3	3.11.3	NUM
cet-15354	79	16	,	,	PUNCT
cet-15354	79	17	with	with	ADP
cet-15354	79	18	spyder	spyder	NOUN
cet-15354	79	19	chosen	choose	VERB
cet-15354	79	20	as	as	ADP
cet-15354	79	21	the	the	DET
cet-15354	79	22	development	development	NOUN
cet-15354	79	23	environment	environment	NOUN
cet-15354	79	24	for	for	ADP
cet-15354	79	25	its	its	PRON
cet-15354	79	26	comprehensive	comprehensive	ADJ
cet-15354	79	27	functionality	functionality	NOUN
cet-15354	79	28	and	and	CCONJ
cet-15354	79	29	integrated	integrated	ADJ
cet-15354	79	30	ipython	ipython	NOUN
cet-15354	79	31	console	console	NOUN
cet-15354	79	32	.	.	PUNCT
cet-15354	80	1	the	the	DET
cet-15354	80	2	foundation	foundation	NOUN
cet-15354	80	3	of	of	ADP
cet-15354	80	4	the	the	DET
cet-15354	80	5	optimization	optimization	NOUN
cet-15354	80	6	program	program	NOUN
cet-15354	80	7	rests	rest	VERB
cet-15354	80	8	on	on	ADP
cet-15354	80	9	three	three	NUM
cet-15354	80	10	primary	primary	ADJ
cet-15354	80	11	libraries	library	NOUN
cet-15354	80	12	:	:	PUNCT
cet-15354	80	13	numpy	numpy	NOUN
cet-15354	80	14	for	for	ADP
cet-15354	80	15	efficient	efficient	ADJ
cet-15354	80	16	matrix	matrix	NOUN
cet-15354	80	17	operations	operation	NOUN
cet-15354	80	18	and	and	CCONJ
cet-15354	80	19	numerical	numerical	ADJ
cet-15354	80	20	calculations	calculation	NOUN
cet-15354	80	21	,	,	PUNCT
cet-15354	80	22	pandas	panda	NOUN
cet-15354	80	23	for	for	ADP
cet-15354	80	24	managing	manage	VERB
cet-15354	80	25	structured	structured	ADJ
cet-15354	80	26	data	datum	NOUN
cet-15354	80	27	primarily	primarily	ADV
cet-15354	80	28	from	from	ADP
cet-15354	80	29	excel	excel	ADJ
cet-15354	80	30	files	file	NOUN
cet-15354	80	31	,	,	PUNCT
cet-15354	80	32	and	and	CCONJ
cet-15354	80	33	casadi	casadi	NOUN
cet-15354	80	34	(	(	PUNCT
cet-15354	80	35	andersson	andersson	PROPN
cet-15354	80	36	et	et	PROPN
cet-15354	80	37	al	al	PROPN
cet-15354	80	38	.	.	PROPN
cet-15354	80	39	,	,	PUNCT
cet-15354	80	40	2019	2019	NUM
cet-15354	80	41	)	)	PUNCT
cet-15354	80	42	which	which	PRON
cet-15354	80	43	,	,	PUNCT
cet-15354	80	44	combined	combine	VERB
cet-15354	80	45	with	with	ADP
cet-15354	80	46	the	the	DET
cet-15354	80	47	ipopt	ipopt	NOUN
cet-15354	80	48	solver	solver	ADV
cet-15354	80	49	,	,	PUNCT
cet-15354	80	50	provides	provide	VERB
cet-15354	80	51	the	the	DET
cet-15354	80	52	framework	framework	NOUN
cet-15354	80	53	for	for	ADP
cet-15354	80	54	symbolic	symbolic	ADJ
cet-15354	80	55	optimization	optimization	NOUN
cet-15354	80	56	and	and	CCONJ
cet-15354	80	57	numerical	numerical	PROPN
cet-15354	80	58	of	of	ADP
cet-15354	80	59	nonlinear	nonlinear	ADJ
cet-15354	80	60	problems	problem	NOUN
cet-15354	80	61	.	.	PUNCT
cet-15354	81	1	device	device	NOUN
cet-15354	81	2	properties	property	NOUN
cet-15354	81	3	within	within	ADP
cet-15354	81	4	the	the	DET
cet-15354	81	5	hybrid	hybrid	ADJ
cet-15354	81	6	system	system	NOUN
cet-15354	81	7	are	be	AUX
cet-15354	81	8	efficiently	efficiently	ADV
cet-15354	81	9	organized	organize	VERB
cet-15354	81	10	using	use	VERB
cet-15354	81	11	python	python	NOUN
cet-15354	81	12	dictionaries	dictionary	NOUN
cet-15354	81	13	,	,	PUNCT
cet-15354	81	14	providing	provide	VERB
cet-15354	81	15	a	a	DET
cet-15354	81	16	flexible	flexible	ADJ
cet-15354	81	17	key	key	NOUN
cet-15354	81	18	-	-	PUNCT
cet-15354	81	19	based	base	VERB
cet-15354	81	20	structure	structure	NOUN
cet-15354	81	21	that	that	PRON
cet-15354	81	22	simplifies	simplify	VERB
cet-15354	81	23	access	access	NOUN
cet-15354	81	24	to	to	ADP
cet-15354	81	25	device	device	NOUN
cet-15354	81	26	-	-	PUNCT
cet-15354	81	27	specific	specific	ADJ
cet-15354	81	28	information	information	NOUN
cet-15354	81	29	throughout	throughout	ADP
cet-15354	81	30	the	the	DET
cet-15354	81	31	optimization	optimization	NOUN
cet-15354	81	32	process	process	NOUN
cet-15354	81	33	.	.	PUNCT
cet-15354	82	1	4	4	X
cet-15354	82	2	.	.	NOUN
cet-15354	82	3	results	result	NOUN
cet-15354	82	4	as	as	SCONJ
cet-15354	82	5	previously	previously	ADV
cet-15354	82	6	mentioned	mention	VERB
cet-15354	82	7	,	,	PUNCT
cet-15354	82	8	this	this	DET
cet-15354	82	9	study	study	NOUN
cet-15354	82	10	examines	examine	VERB
cet-15354	82	11	energy	energy	NOUN
cet-15354	82	12	management	management	NOUN
cet-15354	82	13	in	in	ADP
cet-15354	82	14	an	an	DET
cet-15354	82	15	isolated	isolated	ADJ
cet-15354	82	16	microgrid	microgrid	NOUN
cet-15354	82	17	system	system	NOUN
cet-15354	82	18	designed	design	VERB
cet-15354	82	19	for	for	ADP
cet-15354	82	20	island	island	NOUN
cet-15354	82	21	or	or	CCONJ
cet-15354	82	22	rural	rural	ADJ
cet-15354	82	23	contexts	context	NOUN
cet-15354	82	24	where	where	SCONJ
cet-15354	82	25	main	main	ADJ
cet-15354	82	26	grid	grid	NOUN
cet-15354	82	27	connection	connection	NOUN
cet-15354	82	28	is	be	AUX
cet-15354	82	29	unfeasible	unfeasible	ADJ
cet-15354	82	30	.	.	PUNCT
cet-15354	83	1	the	the	DET
cet-15354	83	2	system	system	NOUN
cet-15354	83	3	combines	combine	VERB
cet-15354	83	4	three	three	NUM
cet-15354	83	5	power	power	NOUN
cet-15354	83	6	sources	source	NOUN
cet-15354	83	7	(	(	PUNCT
cet-15354	83	8	photovoltaic	photovoltaic	NOUN
cet-15354	83	9	,	,	PUNCT
cet-15354	83	10	wind	wind	NOUN
cet-15354	83	11	,	,	PUNCT
cet-15354	83	12	and	and	CCONJ
cet-15354	83	13	fuel	fuel	NOUN
cet-15354	83	14	generators	generator	NOUN
cet-15354	83	15	)	)	PUNCT
cet-15354	83	16	optimized	optimize	VERB
cet-15354	83	17	to	to	PART
cet-15354	83	18	meet	meet	VERB
cet-15354	83	19	24	24	NUM
cet-15354	83	20	-	-	PUNCT
cet-15354	83	21	hour	hour	NOUN
cet-15354	83	22	load	load	NOUN
cet-15354	83	23	demands	demand	NOUN
cet-15354	83	24	while	while	SCONJ
cet-15354	83	25	minimizing	minimize	VERB
cet-15354	83	26	fuel	fuel	NOUN
cet-15354	83	27	consumption	consumption	NOUN
cet-15354	83	28	.	.	PUNCT
cet-15354	84	1	two	two	NUM
cet-15354	84	2	simulation	simulation	NOUN
cet-15354	84	3	cases	case	NOUN
cet-15354	84	4	were	be	AUX
cet-15354	84	5	analyzed	analyze	VERB
cet-15354	84	6	to	to	PART
cet-15354	84	7	demonstrate	demonstrate	VERB
cet-15354	84	8	the	the	DET
cet-15354	84	9	system	system	NOUN
cet-15354	84	10	's	's	PART
cet-15354	84	11	performance	performance	NOUN
cet-15354	84	12	under	under	ADP
cet-15354	84	13	different	different	ADJ
cet-15354	84	14	operational	operational	ADJ
cet-15354	84	15	conditions	condition	NOUN
cet-15354	84	16	.	.	PUNCT
cet-15354	85	1	both	both	DET
cet-15354	85	2	simulations	simulation	NOUN
cet-15354	85	3	utilize	utilize	VERB
cet-15354	85	4	environmental	environmental	ADJ
cet-15354	85	5	data	datum	NOUN
cet-15354	85	6	collected	collect	VERB
cet-15354	85	7	through	through	ADP
cet-15354	85	8	an	an	DET
cet-15354	85	9	excel	excel	NOUN
cet-15354	85	10	file	file	NOUN
cet-15354	85	11	containing	contain	VERB
cet-15354	85	12	solar	solar	ADJ
cet-15354	85	13	irradiance	irradiance	NOUN
cet-15354	85	14	and	and	CCONJ
cet-15354	85	15	wind	wind	NOUN
cet-15354	85	16	speed	speed	NOUN
cet-15354	85	17	measurements	measurement	NOUN
cet-15354	85	18	.	.	PUNCT
cet-15354	86	1	these	these	DET
cet-15354	86	2	meteorological	meteorological	ADJ
cet-15354	86	3	conditions	condition	NOUN
cet-15354	86	4	(	(	PUNCT
cet-15354	86	5	of	of	ADP
cet-15354	86	6	the	the	DET
cet-15354	86	7	place	place	NOUN
cet-15354	86	8	considered	consider	VERB
cet-15354	86	9	)	)	PUNCT
cet-15354	86	10	vary	vary	VERB
cet-15354	86	11	during	during	ADP
cet-15354	86	12	the	the	DET
cet-15354	86	13	day	day	NOUN
cet-15354	86	14	,	,	PUNCT
cet-15354	86	15	and	and	CCONJ
cet-15354	86	16	the	the	DET
cet-15354	86	17	determination	determination	NOUN
cet-15354	86	18	of	of	ADP
cet-15354	86	19	the	the	DET
cet-15354	86	20	optimal	optimal	ADJ
cet-15354	86	21	available	available	ADJ
cet-15354	86	22	renewable	renewable	ADJ
cet-15354	86	23	energy	energy	NOUN
cet-15354	86	24	profile	profile	NOUN
cet-15354	86	25	depends	depend	VERB
cet-15354	86	26	on	on	ADP
cet-15354	86	27	them	they	PRON
cet-15354	86	28	.	.	PUNCT
cet-15354	87	1	the	the	DET
cet-15354	87	2	key	key	ADJ
cet-15354	87	3	challenge	challenge	NOUN
cet-15354	87	4	lies	lie	VERB
cet-15354	87	5	in	in	ADP
cet-15354	87	6	efficiently	efficiently	ADV
cet-15354	87	7	managing	manage	VERB
cet-15354	87	8	these	these	DET
cet-15354	87	9	demands	demand	NOUN
cet-15354	87	10	within	within	ADP
cet-15354	87	11	the	the	DET
cet-15354	87	12	generation	generation	NOUN
cet-15354	87	13	limits	limit	NOUN
cet-15354	87	14	,	,	PUNCT
cet-15354	87	15	particularly	particularly	ADV
cet-15354	87	16	during	during	ADP
cet-15354	87	17	morning	morning	NOUN
cet-15354	87	18	and	and	CCONJ
cet-15354	87	19	evening	evening	NOUN
cet-15354	87	20	peaks	peak	NOUN
cet-15354	87	21	,	,	PUNCT
cet-15354	87	22	while	while	SCONJ
cet-15354	87	23	maximizing	maximize	VERB
cet-15354	87	24	renewable	renewable	ADJ
cet-15354	87	25	resource	resource	NOUN
cet-15354	87	26	utilization	utilization	NOUN
cet-15354	87	27	.	.	PUNCT
cet-15354	88	1	for	for	ADP
cet-15354	88	2	larger	large	ADJ
cet-15354	88	3	communities	community	NOUN
cet-15354	88	4	,	,	PUNCT
cet-15354	88	5	multiple	multiple	ADJ
cet-15354	88	6	hres	hre	NOUN
cet-15354	88	7	units	unit	NOUN
cet-15354	88	8	could	could	AUX
cet-15354	88	9	be	be	AUX
cet-15354	88	10	deployed	deploy	VERB
cet-15354	88	11	in	in	ADP
cet-15354	88	12	parallel	parallel	NOUN
cet-15354	88	13	to	to	PART
cet-15354	88	14	serve	serve	VERB
cet-15354	88	15	the	the	DET
cet-15354	88	16	total	total	ADJ
cet-15354	88	17	load	load	NOUN
cet-15354	88	18	requirements	requirement	NOUN
cet-15354	88	19	.	.	PUNCT
cet-15354	89	1	case	case	NOUN
cet-15354	89	2	study	study	NOUN
cet-15354	89	3	1	1	NUM
cet-15354	89	4	(	(	PUNCT
cet-15354	89	5	first	first	ADJ
cet-15354	89	6	simulation	simulation	NOUN
cet-15354	89	7	):	):	PUNCT
cet-15354	89	8	the	the	DET
cet-15354	89	9	first	first	ADJ
cet-15354	89	10	simulation	simulation	NOUN
cet-15354	89	11	represents	represent	VERB
cet-15354	89	12	typical	typical	ADJ
cet-15354	89	13	clear	clear	ADJ
cet-15354	89	14	-	-	PUNCT
cet-15354	89	15	sky	sky	NOUN
cet-15354	89	16	conditions	condition	NOUN
cet-15354	89	17	with	with	ADP
cet-15354	89	18	predictable	predictable	ADJ
cet-15354	89	19	solar	solar	ADJ
cet-15354	89	20	radiation	radiation	NOUN
cet-15354	89	21	patterns	pattern	NOUN
cet-15354	89	22	and	and	CCONJ
cet-15354	89	23	intermittent	intermittent	ADJ
cet-15354	89	24	wind	wind	NOUN
cet-15354	89	25	availability	availability	NOUN
cet-15354	89	26	.	.	PUNCT
cet-15354	90	1	weather	weather	NOUN
cet-15354	90	2	conditions	condition	NOUN
cet-15354	90	3	include	include	VERB
cet-15354	90	4	:	:	PUNCT
cet-15354	90	5	•	•	NUM
cet-15354	90	6	solar	solar	ADJ
cet-15354	90	7	radiation	radiation	NOUN
cet-15354	90	8	:	:	PUNCT
cet-15354	90	9	consistent	consistent	ADJ
cet-15354	90	10	availability	availability	NOUN
cet-15354	90	11	from	from	ADP
cet-15354	90	12	early	early	ADJ
cet-15354	90	13	morning	morning	NOUN
cet-15354	90	14	until	until	ADP
cet-15354	90	15	late	late	ADJ
cet-15354	90	16	afternoon	afternoon	NOUN
cet-15354	90	17	with	with	ADP
cet-15354	90	18	direct	direct	ADJ
cet-15354	90	19	and	and	CCONJ
cet-15354	90	20	constant	constant	ADJ
cet-15354	90	21	radiation	radiation	NOUN
cet-15354	90	22	;	;	PUNCT
cet-15354	90	23	•	•	NUM
cet-15354	90	24	wind	wind	NOUN
cet-15354	90	25	patterns	pattern	NOUN
cet-15354	90	26	:	:	PUNCT
cet-15354	90	27	no	no	DET
cet-15354	90	28	wind	wind	NOUN
cet-15354	90	29	during	during	ADP
cet-15354	90	30	night	night	NOUN
cet-15354	90	31	hours	hour	NOUN
cet-15354	90	32	,	,	PUNCT
cet-15354	90	33	variable	variable	ADJ
cet-15354	90	34	intensity	intensity	NOUN
cet-15354	90	35	during	during	ADP
cet-15354	90	36	the	the	DET
cet-15354	90	37	day	day	NOUN
cet-15354	90	38	with	with	ADP
cet-15354	90	39	peaks	peak	NOUN
cet-15354	90	40	in	in	ADP
cet-15354	90	41	the	the	DET
cet-15354	90	42	evening	evening	NOUN
cet-15354	90	43	(	(	PUNCT
cet-15354	90	44	around	around	ADP
cet-15354	90	45	hour	hour	NOUN
cet-15354	90	46	20	20	NUM
cet-15354	90	47	)	)	PUNCT
cet-15354	90	48	,	,	PUNCT
cet-15354	90	49	followed	follow	VERB
cet-15354	90	50	by	by	ADP
cet-15354	90	51	complete	complete	ADJ
cet-15354	90	52	calm	calm	NOUN
cet-15354	90	53	;	;	PUNCT
cet-15354	90	54	•	•	NUM
cet-15354	90	55	load	load	NOUN
cet-15354	90	56	profile	profile	NOUN
cet-15354	90	57	:	:	PUNCT
cet-15354	90	58	base	base	NOUN
cet-15354	90	59	demand	demand	NOUN
cet-15354	90	60	of	of	ADP
cet-15354	90	61	1.8	1.8	NUM
cet-15354	90	62	-	-	SYM
cet-15354	90	63	2.0	2.0	NUM
cet-15354	90	64	kw	kw	NOUN
cet-15354	90	65	during	during	ADP
cet-15354	90	66	nighttime	nighttime	ADJ
cet-15354	90	67	hours	hour	NOUN
cet-15354	90	68	(	(	PUNCT
cet-15354	90	69	accounting	account	VERB
cet-15354	90	70	for	for	ADP
cet-15354	90	71	critical	critical	ADJ
cet-15354	90	72	continuous	continuous	ADJ
cet-15354	90	73	operations	operation	NOUN
cet-15354	90	74	such	such	ADJ
cet-15354	90	75	as	as	ADP
cet-15354	90	76	household	household	NOUN
cet-15354	90	77	refrigeration	refrigeration	NOUN
cet-15354	90	78	systems	system	NOUN
cet-15354	90	79	and	and	CCONJ
cet-15354	90	80	essential	essential	ADJ
cet-15354	90	81	public	public	ADJ
cet-15354	90	82	lighting	lighting	NOUN
cet-15354	90	83	)	)	PUNCT
cet-15354	90	84	increasing	increase	VERB
cet-15354	90	85	to	to	ADP
cet-15354	90	86	peaks	peak	NOUN
cet-15354	90	87	of	of	ADP
cet-15354	90	88	up	up	ADP
cet-15354	90	89	to	to	PART
cet-15354	90	90	4	4	NUM
cet-15354	90	91	kw	kw	NOUN
cet-15354	90	92	during	during	ADP
cet-15354	90	93	daytime	daytime	NOUN
cet-15354	90	94	to	to	PART
cet-15354	90	95	accommodate	accommodate	VERB
cet-15354	90	96	various	various	ADJ
cet-15354	90	97	community	community	NOUN
cet-15354	90	98	activities	activity	NOUN
cet-15354	90	99	including	include	VERB
cet-15354	90	100	:	:	PUNCT
cet-15354	90	101	residential	residential	ADJ
cet-15354	90	102	units	unit	NOUN
cet-15354	90	103	with	with	ADP
cet-15354	90	104	basic	basic	ADJ
cet-15354	90	105	consumption	consumption	NOUN
cet-15354	90	106	(	(	PUNCT
cet-15354	90	107	cooking	cooking	NOUN
cet-15354	90	108	,	,	PUNCT
cet-15354	90	109	lighting	lighting	NOUN
cet-15354	90	110	,	,	PUNCT
cet-15354	90	111	appliances	appliance	NOUN
cet-15354	90	112	)	)	PUNCT
cet-15354	90	113	;	;	PUNCT
cet-15354	90	114	minimal	minimal	ADJ
cet-15354	90	115	community	community	NOUN
cet-15354	90	116	infrastructure	infrastructure	NOUN
cet-15354	90	117	(	(	PUNCT
cet-15354	90	118	small	small	ADJ
cet-15354	90	119	medical	medical	ADJ
cet-15354	90	120	point	point	NOUN
cet-15354	90	121	,	,	PUNCT
cet-15354	90	122	water	water	NOUN
cet-15354	90	123	pumping	pumping	NOUN
cet-15354	90	124	station	station	NOUN
cet-15354	90	125	)	)	PUNCT
cet-15354	90	126	;	;	PUNCT
cet-15354	90	127	location	location	NOUN
cet-15354	90	128	-	-	PUNCT
cet-15354	90	129	specific	specific	ADJ
cet-15354	90	130	needs	need	NOUN
cet-15354	90	131	(	(	PUNCT
cet-15354	90	132	as	as	ADP
cet-15354	90	133	modest	modest	ADJ
cet-15354	90	134	irrigation	irrigation	NOUN
cet-15354	90	135	systems	system	NOUN
cet-15354	90	136	agricultural	agricultural	ADJ
cet-15354	90	137	regions	region	NOUN
cet-15354	90	138	or	or	CCONJ
cet-15354	90	139	small	small	ADJ
cet-15354	90	140	cold	cold	ADJ
cet-15354	90	141	storage	storage	NOUN
cet-15354	90	142	facilities	facility	NOUN
cet-15354	90	143	in	in	ADP
cet-15354	90	144	coastal	coastal	ADJ
cet-15354	90	145	areas	area	NOUN
cet-15354	90	146	)	)	PUNCT
cet-15354	90	147	.	.	PUNCT
cet-15354	91	1	the	the	DET
cet-15354	91	2	diagram	diagram	NOUN
cet-15354	91	3	presented	present	VERB
cet-15354	91	4	in	in	ADP
cet-15354	91	5	figure	figure	NOUN
cet-15354	91	6	2	2	NUM
cet-15354	91	7	(	(	PUNCT
cet-15354	91	8	left	left	ADJ
cet-15354	91	9	)	)	PUNCT
cet-15354	91	10	depicts	depict	VERB
cet-15354	91	11	the	the	DET
cet-15354	91	12	optimization	optimization	NOUN
cet-15354	91	13	algorithm	algorithm	NOUN
cet-15354	91	14	's	's	PART
cet-15354	91	15	performance	performance	NOUN
cet-15354	91	16	in	in	ADP
cet-15354	91	17	managing	manage	VERB
cet-15354	91	18	energy	energy	NOUN
cet-15354	91	19	distribution	distribution	NOUN
cet-15354	91	20	within	within	ADP
cet-15354	91	21	an	an	DET
cet-15354	91	22	isolated	isolated	ADJ
cet-15354	91	23	microgrid	microgrid	NOUN
cet-15354	91	24	over	over	ADP
cet-15354	91	25	a	a	DET
cet-15354	91	26	24	24	NUM
cet-15354	91	27	-	-	PUNCT
cet-15354	91	28	hour	hour	NOUN
cet-15354	91	29	cycle	cycle	NOUN
cet-15354	91	30	.	.	PUNCT
cet-15354	92	1	the	the	DET
cet-15354	92	2	graph	graph	NOUN
cet-15354	92	3	,	,	PUNCT
cet-15354	92	4	displaying	display	VERB
cet-15354	92	5	the	the	DET
cet-15354	92	6	combined	combined	ADJ
cet-15354	92	7	power	power	NOUN
cet-15354	92	8	profile	profile	NOUN
cet-15354	92	9	,	,	PUNCT
cet-15354	92	10	shows	show	VERB
cet-15354	92	11	how	how	SCONJ
cet-15354	92	12	the	the	DET
cet-15354	92	13	load	load	NOUN
cet-15354	92	14	demand	demand	NOUN
cet-15354	92	15	(	(	PUNCT
cet-15354	92	16	black	black	ADJ
cet-15354	92	17	dashed	dash	VERB
cet-15354	92	18	line	line	NOUN
cet-15354	92	19	)	)	PUNCT
cet-15354	92	20	is	be	AUX
cet-15354	92	21	continuously	continuously	ADV
cet-15354	92	22	met	meet	VERB
cet-15354	92	23	through	through	ADP
cet-15354	92	24	the	the	DET
cet-15354	92	25	optimal	optimal	ADJ
cet-15354	92	26	combination	combination	NOUN
cet-15354	92	27	of	of	ADP
cet-15354	92	28	available	available	ADJ
cet-15354	92	29	power	power	NOUN
cet-15354	92	30	sources	source	NOUN
cet-15354	92	31	.	.	PUNCT
cet-15354	93	1	the	the	DET
cet-15354	93	2	contribution	contribution	NOUN
cet-15354	93	3	of	of	ADP
cet-15354	93	4	each	each	DET
cet-15354	93	5	generator	generator	NOUN
cet-15354	93	6	is	be	AUX
cet-15354	93	7	clearly	clearly	ADV
cet-15354	93	8	visible	visible	ADJ
cet-15354	93	9	through	through	ADP
cet-15354	93	10	the	the	DET
cet-15354	93	11	stacked	stacked	ADJ
cet-15354	93	12	coloured	coloured	ADJ
cet-15354	93	13	areas	area	NOUN
cet-15354	93	14	,	,	PUNCT
cet-15354	93	15	with	with	ADP
cet-15354	93	16	the	the	DET
cet-15354	93	17	fuel	fuel	NOUN
cet-15354	93	18	generator	generator	NOUN
cet-15354	93	19	(	(	PUNCT
cet-15354	93	20	red	red	PROPN
cet-15354	93	21	)	)	PUNCT
cet-15354	93	22	,	,	PUNCT
cet-15354	93	23	photovoltaic	photovoltaic	NOUN
cet-15354	93	24	generator	generator	NOUN
cet-15354	93	25	(	(	PUNCT
cet-15354	93	26	green	green	NOUN
cet-15354	93	27	)	)	PUNCT
cet-15354	93	28	,	,	PUNCT
cet-15354	93	29	and	and	CCONJ
cet-15354	93	30	wind	wind	NOUN
cet-15354	93	31	generator	generator	NOUN
cet-15354	93	32	(	(	PUNCT
cet-15354	93	33	orange	orange	PROPN
cet-15354	93	34	)	)	PUNCT
cet-15354	93	35	working	work	VERB
cet-15354	93	36	in	in	ADP
cet-15354	93	37	concert	concert	NOUN
cet-15354	93	38	to	to	PART
cet-15354	93	39	ensure	ensure	VERB
cet-15354	93	40	reliable	reliable	ADJ
cet-15354	93	41	power	power	NOUN
cet-15354	93	42	supply	supply	NOUN
cet-15354	93	43	.	.	PUNCT
cet-15354	94	1	622	622	NUM
cet-15354	94	2	figure	figure	NOUN
cet-15354	94	3	2	2	NUM
cet-15354	94	4	(	(	PUNCT
cet-15354	94	5	left	leave	VERB
cet-15354	94	6	):	):	PUNCT
cet-15354	94	7	the	the	DET
cet-15354	94	8	combined	combine	VERB
cet-15354	94	9	energy	energy	NOUN
cet-15354	94	10	profiles	profile	NOUN
cet-15354	94	11	over	over	ADP
cet-15354	94	12	a	a	DET
cet-15354	94	13	24	24	NUM
cet-15354	94	14	-	-	PUNCT
cet-15354	94	15	hour	hour	NOUN
cet-15354	94	16	period	period	NOUN
cet-15354	94	17	for	for	ADP
cet-15354	94	18	the	the	DET
cet-15354	94	19	first	first	ADJ
cet-15354	94	20	simulation	simulation	NOUN
cet-15354	94	21	;	;	PUNCT
cet-15354	94	22	(	(	PUNCT
cet-15354	94	23	right	right	INTJ
cet-15354	94	24	):	):	PUNCT
cet-15354	94	25	control	control	NOUN
cet-15354	94	26	variable	variable	NOUN
cet-15354	94	27	(	(	PUNCT
cet-15354	94	28	setpoint	setpoint	NOUN
cet-15354	94	29	)	)	PUNCT
cet-15354	94	30	evolution	evolution	NOUN
cet-15354	94	31	of	of	ADP
cet-15354	94	32	each	each	DET
cet-15354	94	33	device	device	NOUN
cet-15354	94	34	over	over	ADP
cet-15354	94	35	the	the	DET
cet-15354	94	36	same	same	ADJ
cet-15354	94	37	period	period	NOUN
cet-15354	94	38	for	for	ADP
cet-15354	94	39	the	the	DET
cet-15354	94	40	first	first	ADJ
cet-15354	94	41	simulation	simulation	NOUN
cet-15354	94	42	.	.	PUNCT
cet-15354	95	1	the	the	DET
cet-15354	95	2	stacked	stack	VERB
cet-15354	95	3	graph	graph	NOUN
cet-15354	95	4	reveals	reveal	VERB
cet-15354	95	5	the	the	DET
cet-15354	95	6	algorithm	algorithm	NOUN
cet-15354	95	7	's	's	PART
cet-15354	95	8	intelligent	intelligent	ADJ
cet-15354	95	9	prioritization	prioritization	NOUN
cet-15354	95	10	of	of	ADP
cet-15354	95	11	renewable	renewable	ADJ
cet-15354	95	12	resources	resource	NOUN
cet-15354	95	13	,	,	PUNCT
cet-15354	95	14	particularly	particularly	ADV
cet-15354	95	15	evident	evident	ADJ
cet-15354	95	16	in	in	ADP
cet-15354	95	17	harnessing	harness	VERB
cet-15354	95	18	photovoltaic	photovoltaic	NOUN
cet-15354	95	19	generation	generation	NOUN
cet-15354	95	20	during	during	ADP
cet-15354	95	21	daylight	daylight	NOUN
cet-15354	95	22	hours	hour	NOUN
cet-15354	95	23	,	,	PUNCT
cet-15354	95	24	with	with	ADP
cet-15354	95	25	fuel	fuel	NOUN
cet-15354	95	26	generation	generation	NOUN
cet-15354	95	27	strategically	strategically	ADV
cet-15354	95	28	distributed	distribute	VERB
cet-15354	95	29	to	to	PART
cet-15354	95	30	maintain	maintain	VERB
cet-15354	95	31	supply	supply	NOUN
cet-15354	95	32	reliability	reliability	NOUN
cet-15354	95	33	when	when	SCONJ
cet-15354	95	34	renewables	renewable	NOUN
cet-15354	95	35	are	be	AUX
cet-15354	95	36	in	in	ADP
cet-15354	95	37	short	short	ADJ
cet-15354	95	38	supply	supply	NOUN
cet-15354	95	39	.	.	PUNCT
cet-15354	96	1	the	the	DET
cet-15354	96	2	right	right	ADJ
cet-15354	96	3	portion	portion	NOUN
cet-15354	96	4	of	of	ADP
cet-15354	96	5	the	the	DET
cet-15354	96	6	power	power	NOUN
cet-15354	96	7	profile	profile	NOUN
cet-15354	96	8	(	(	PUNCT
cet-15354	96	9	after	after	ADP
cet-15354	96	10	hour	hour	NOUN
cet-15354	96	11	15	15	NUM
cet-15354	96	12	)	)	PUNCT
cet-15354	96	13	illustrates	illustrate	VERB
cet-15354	96	14	the	the	DET
cet-15354	96	15	dynamic	dynamic	ADJ
cet-15354	96	16	interplay	interplay	NOUN
cet-15354	96	17	between	between	ADP
cet-15354	96	18	different	different	ADJ
cet-15354	96	19	power	power	NOUN
cet-15354	96	20	sources	source	NOUN
cet-15354	96	21	in	in	ADP
cet-15354	96	22	response	response	NOUN
cet-15354	96	23	to	to	ADP
cet-15354	96	24	changing	change	VERB
cet-15354	96	25	conditions	condition	NOUN
cet-15354	96	26	.	.	PUNCT
cet-15354	97	1	as	as	SCONJ
cet-15354	97	2	photovoltaic	photovoltaic	NOUN
cet-15354	97	3	generation	generation	NOUN
cet-15354	97	4	decreases	decrease	VERB
cet-15354	97	5	with	with	ADP
cet-15354	97	6	sunset	sunset	NOUN
cet-15354	97	7	,	,	PUNCT
cet-15354	97	8	the	the	DET
cet-15354	97	9	fuel	fuel	NOUN
cet-15354	97	10	generator	generator	NOUN
cet-15354	97	11	activates	activate	VERB
cet-15354	97	12	to	to	PART
cet-15354	97	13	maintain	maintain	VERB
cet-15354	97	14	power	power	NOUN
cet-15354	97	15	supply	supply	NOUN
cet-15354	97	16	.	.	PUNCT
cet-15354	98	1	a	a	DET
cet-15354	98	2	significant	significant	ADJ
cet-15354	98	3	wind	wind	NOUN
cet-15354	98	4	power	power	NOUN
cet-15354	98	5	contribution	contribution	NOUN
cet-15354	98	6	appears	appear	VERB
cet-15354	98	7	around	around	ADP
cet-15354	98	8	hour	hour	NOUN
cet-15354	98	9	20	20	NUM
cet-15354	98	10	,	,	PUNCT
cet-15354	98	11	temporarily	temporarily	ADV
cet-15354	98	12	reducing	reduce	VERB
cet-15354	98	13	fuel	fuel	NOUN
cet-15354	98	14	generation	generation	NOUN
cet-15354	98	15	needs	need	NOUN
cet-15354	98	16	,	,	PUNCT
cet-15354	98	17	followed	follow	VERB
cet-15354	98	18	by	by	ADP
cet-15354	98	19	a	a	DET
cet-15354	98	20	return	return	NOUN
cet-15354	98	21	to	to	ADP
cet-15354	98	22	fuel	fuel	NOUN
cet-15354	98	23	-	-	PUNCT
cet-15354	98	24	based	base	VERB
cet-15354	98	25	generation	generation	NOUN
cet-15354	98	26	as	as	SCONJ
cet-15354	98	27	wind	wind	NOUN
cet-15354	98	28	power	power	NOUN
cet-15354	98	29	diminishes	diminish	VERB
cet-15354	98	30	.	.	PUNCT
cet-15354	99	1	this	this	DET
cet-15354	99	2	sequence	sequence	NOUN
cet-15354	99	3	demonstrates	demonstrate	VERB
cet-15354	99	4	the	the	DET
cet-15354	99	5	system	system	NOUN
cet-15354	99	6	's	's	PART
cet-15354	99	7	adaptation	adaptation	NOUN
cet-15354	99	8	to	to	PART
cet-15354	99	9	renewable	renewable	VERB
cet-15354	99	10	resource	resource	NOUN
cet-15354	99	11	intermittency	intermittency	NOUN
cet-15354	99	12	while	while	SCONJ
cet-15354	99	13	consistently	consistently	ADV
cet-15354	99	14	meeting	meet	VERB
cet-15354	99	15	the	the	DET
cet-15354	99	16	required	require	VERB
cet-15354	99	17	load	load	NOUN
cet-15354	99	18	demand	demand	NOUN
cet-15354	99	19	through	through	ADP
cet-15354	99	20	appropriate	appropriate	ADJ
cet-15354	99	21	source	source	NOUN
cet-15354	99	22	switching	switching	NOUN
cet-15354	99	23	.	.	PUNCT
cet-15354	100	1	the	the	DET
cet-15354	100	2	setpoint	setpoint	NOUN
cet-15354	100	3	dynamics	dynamic	NOUN
cet-15354	100	4	over	over	ADP
cet-15354	100	5	24	24	NUM
cet-15354	100	6	hours	hour	NOUN
cet-15354	100	7	for	for	ADP
cet-15354	100	8	the	the	DET
cet-15354	100	9	same	same	ADJ
cet-15354	100	10	simulation	simulation	NOUN
cet-15354	100	11	are	be	AUX
cet-15354	100	12	shown	show	VERB
cet-15354	100	13	in	in	ADP
cet-15354	100	14	figure	figure	NOUN
cet-15354	100	15	2	2	NUM
cet-15354	100	16	(	(	PUNCT
cet-15354	100	17	right	right	NOUN
cet-15354	100	18	)	)	PUNCT
cet-15354	100	19	.	.	PUNCT
cet-15354	101	1	during	during	ADP
cet-15354	101	2	daytime	daytime	ADJ
cet-15354	101	3	hours	hour	NOUN
cet-15354	101	4	,	,	PUNCT
cet-15354	101	5	the	the	DET
cet-15354	101	6	photovoltaic	photovoltaic	NOUN
cet-15354	101	7	setpoint	setpoint	NOUN
cet-15354	101	8	(	(	PUNCT
cet-15354	101	9	green	green	NOUN
cet-15354	101	10	)	)	PUNCT
cet-15354	101	11	gradually	gradually	ADV
cet-15354	101	12	increases	increase	VERB
cet-15354	101	13	to	to	PART
cet-15354	101	14	track	track	VERB
cet-15354	101	15	solar	solar	ADJ
cet-15354	101	16	availability	availability	NOUN
cet-15354	101	17	.	.	PUNCT
cet-15354	102	1	the	the	DET
cet-15354	102	2	wind	wind	NOUN
cet-15354	102	3	generator	generator	NOUN
cet-15354	102	4	setpoint	setpoint	NOUN
cet-15354	102	5	(	(	PUNCT
cet-15354	102	6	orange	orange	PROPN
cet-15354	102	7	)	)	PUNCT
cet-15354	102	8	exhibits	exhibit	VERB
cet-15354	102	9	two	two	NUM
cet-15354	102	10	distinct	distinct	ADJ
cet-15354	102	11	periods	period	NOUN
cet-15354	102	12	of	of	ADP
cet-15354	102	13	full	full	ADJ
cet-15354	102	14	utilization	utilization	NOUN
cet-15354	102	15	(	(	PUNCT
cet-15354	102	16	setpoint	setpoint	NOUN
cet-15354	102	17	=	=	NOUN
cet-15354	102	18	1	1	NUM
cet-15354	102	19	)	)	PUNCT
cet-15354	102	20	after	after	ADP
cet-15354	102	21	hour	hour	NOUN
cet-15354	102	22	15	15	NUM
cet-15354	102	23	,	,	PUNCT
cet-15354	102	24	coinciding	coincide	VERB
cet-15354	102	25	with	with	ADP
cet-15354	102	26	periods	period	NOUN
cet-15354	102	27	of	of	ADP
cet-15354	102	28	high	high	ADJ
cet-15354	102	29	wind	wind	NOUN
cet-15354	102	30	availability	availability	NOUN
cet-15354	102	31	.	.	PUNCT
cet-15354	103	1	the	the	DET
cet-15354	103	2	fuel	fuel	NOUN
cet-15354	103	3	generator	generator	NOUN
cet-15354	103	4	setpoint	setpoint	NOUN
cet-15354	103	5	(	(	PUNCT
cet-15354	103	6	red	red	ADJ
cet-15354	103	7	)	)	PUNCT
cet-15354	103	8	remains	remain	VERB
cet-15354	103	9	at	at	ADP
cet-15354	103	10	a	a	DET
cet-15354	103	11	low	low	ADJ
cet-15354	103	12	value	value	NOUN
cet-15354	103	13	(	(	PUNCT
cet-15354	103	14	~0.1	~0.1	NOUN
cet-15354	103	15	)	)	PUNCT
cet-15354	103	16	during	during	ADP
cet-15354	103	17	the	the	DET
cet-15354	103	18	initial	initial	ADJ
cet-15354	103	19	hours	hour	NOUN
cet-15354	103	20	then	then	ADV
cet-15354	103	21	it	it	PRON
cet-15354	103	22	drops	drop	VERB
cet-15354	103	23	to	to	ADP
cet-15354	103	24	zero	zero	NUM
cet-15354	103	25	during	during	ADP
cet-15354	103	26	the	the	DET
cet-15354	103	27	period	period	NOUN
cet-15354	103	28	of	of	ADP
cet-15354	103	29	high	high	ADJ
cet-15354	103	30	photovoltaic	photovoltaic	NOUN
cet-15354	103	31	generation	generation	NOUN
cet-15354	103	32	.	.	PUNCT
cet-15354	104	1	after	after	ADP
cet-15354	104	2	sunset	sunset	NOUN
cet-15354	104	3	(	(	PUNCT
cet-15354	104	4	around	around	ADP
cet-15354	104	5	hour	hour	NOUN
cet-15354	104	6	17	17	NUM
cet-15354	104	7	)	)	PUNCT
cet-15354	104	8	,	,	PUNCT
cet-15354	104	9	the	the	DET
cet-15354	104	10	setpoint	setpoint	NOUN
cet-15354	104	11	increases	increase	VERB
cet-15354	104	12	to	to	ADP
cet-15354	104	13	approximately	approximately	ADV
cet-15354	104	14	0.25	0.25	NUM
cet-15354	104	15	to	to	PART
cet-15354	104	16	compensate	compensate	VERB
cet-15354	104	17	for	for	ADP
cet-15354	104	18	the	the	DET
cet-15354	104	19	loss	loss	NOUN
cet-15354	104	20	of	of	ADP
cet-15354	104	21	solar	solar	ADJ
cet-15354	104	22	power	power	NOUN
cet-15354	104	23	,	,	PUNCT
cet-15354	104	24	with	with	ADP
cet-15354	104	25	brief	brief	ADJ
cet-15354	104	26	adjustments	adjustment	NOUN
cet-15354	104	27	occurring	occur	VERB
cet-15354	104	28	during	during	ADP
cet-15354	104	29	periods	period	NOUN
cet-15354	104	30	of	of	ADP
cet-15354	104	31	wind	wind	NOUN
cet-15354	104	32	availability	availability	NOUN
cet-15354	104	33	.	.	PUNCT
cet-15354	105	1	these	these	DET
cet-15354	105	2	setpoint	setpoint	NOUN
cet-15354	105	3	patterns	pattern	NOUN
cet-15354	105	4	reflect	reflect	VERB
cet-15354	105	5	the	the	DET
cet-15354	105	6	optimization	optimization	NOUN
cet-15354	105	7	strategy	strategy	NOUN
cet-15354	105	8	of	of	ADP
cet-15354	105	9	maximizing	maximize	VERB
cet-15354	105	10	renewable	renewable	ADJ
cet-15354	105	11	resource	resource	NOUN
cet-15354	105	12	utilization	utilization	NOUN
cet-15354	105	13	while	while	SCONJ
cet-15354	105	14	minimizing	minimize	VERB
cet-15354	105	15	fuel	fuel	NOUN
cet-15354	105	16	consumption	consumption	NOUN
cet-15354	105	17	,	,	PUNCT
cet-15354	105	18	subject	subject	ADJ
cet-15354	105	19	to	to	ADP
cet-15354	105	20	operational	operational	ADJ
cet-15354	105	21	constraints	constraint	NOUN
cet-15354	105	22	.	.	PUNCT
cet-15354	106	1	case	case	NOUN
cet-15354	106	2	study	study	NOUN
cet-15354	106	3	2	2	NUM
cet-15354	106	4	(	(	PUNCT
cet-15354	106	5	second	second	ADJ
cet-15354	106	6	simulation	simulation	NOUN
cet-15354	106	7	):	):	PUNCT
cet-15354	106	8	the	the	DET
cet-15354	106	9	second	second	ADJ
cet-15354	106	10	simulation	simulation	NOUN
cet-15354	106	11	examines	examine	VERB
cet-15354	106	12	system	system	NOUN
cet-15354	106	13	response	response	NOUN
cet-15354	106	14	under	under	ADP
cet-15354	106	15	partially	partially	ADV
cet-15354	106	16	cloudy	cloudy	ADJ
cet-15354	106	17	conditions	condition	NOUN
cet-15354	106	18	with	with	ADP
cet-15354	106	19	similar	similar	ADJ
cet-15354	106	20	wind	wind	NOUN
cet-15354	106	21	patterns	pattern	NOUN
cet-15354	106	22	:	:	PUNCT
cet-15354	106	23	•	•	NUM
cet-15354	106	24	solar	solar	ADJ
cet-15354	106	25	radiation	radiation	NOUN
cet-15354	106	26	:	:	PUNCT
cet-15354	106	27	similar	similar	ADJ
cet-15354	106	28	to	to	PART
cet-15354	106	29	case	case	NOUN
cet-15354	106	30	1	1	NUM
cet-15354	106	31	but	but	CCONJ
cet-15354	106	32	with	with	ADP
cet-15354	106	33	a	a	DET
cet-15354	106	34	significant	significant	ADJ
cet-15354	106	35	reduction	reduction	NOUN
cet-15354	106	36	from	from	ADP
cet-15354	106	37	13:30	13:30	NUM
cet-15354	106	38	to	to	ADP
cet-15354	106	39	15:30	15:30	NUM
cet-15354	106	40	due	due	ADP
cet-15354	106	41	to	to	ADP
cet-15354	106	42	cloud	cloud	NOUN
cet-15354	106	43	coverage	coverage	NOUN
cet-15354	106	44	;	;	PUNCT
cet-15354	106	45	•	•	NUM
cet-15354	106	46	wind	wind	NOUN
cet-15354	106	47	patterns	pattern	NOUN
cet-15354	106	48	:	:	PUNCT
cet-15354	106	49	comparable	comparable	ADJ
cet-15354	106	50	to	to	PART
cet-15354	106	51	case	case	NOUN
cet-15354	106	52	1	1	NUM
cet-15354	106	53	with	with	ADP
cet-15354	106	54	two	two	NUM
cet-15354	106	55	distinct	distinct	ADJ
cet-15354	106	56	high	high	ADJ
cet-15354	106	57	-	-	PUNCT
cet-15354	106	58	availability	availability	NOUN
cet-15354	106	59	periods	period	NOUN
cet-15354	106	60	after	after	ADP
cet-15354	106	61	sunset	sunset	NOUN
cet-15354	106	62	;	;	PUNCT
cet-15354	106	63	•	•	NUM
cet-15354	106	64	load	load	NOUN
cet-15354	106	65	profile	profile	NOUN
cet-15354	106	66	:	:	PUNCT
cet-15354	106	67	maintains	maintain	VERB
cet-15354	106	68	the	the	DET
cet-15354	106	69	base	base	NOUN
cet-15354	106	70	load	load	NOUN
cet-15354	106	71	of	of	ADP
cet-15354	106	72	1.8	1.8	NUM
cet-15354	106	73	-	-	SYM
cet-15354	106	74	2.0	2.0	NUM
cet-15354	106	75	kw	kw	NOUN
cet-15354	106	76	during	during	ADP
cet-15354	106	77	nighttime	nighttime	NOUN
cet-15354	106	78	,	,	PUNCT
cet-15354	106	79	but	but	CCONJ
cet-15354	106	80	shows	show	VERB
cet-15354	106	81	different	different	ADJ
cet-15354	106	82	daytime	daytime	NOUN
cet-15354	106	83	dynamics	dynamic	NOUN
cet-15354	106	84	with	with	ADP
cet-15354	106	85	higher	high	ADJ
cet-15354	106	86	peak	peak	NOUN
cet-15354	106	87	demand	demand	NOUN
cet-15354	106	88	around	around	ADP
cet-15354	106	89	3.5	3.5	NUM
cet-15354	106	90	kw	kw	NOUN
cet-15354	106	91	occurring	occur	VERB
cet-15354	106	92	in	in	ADP
cet-15354	106	93	the	the	DET
cet-15354	106	94	late	late	ADJ
cet-15354	106	95	afternoon	afternoon	NOUN
cet-15354	106	96	.	.	PUNCT
cet-15354	107	1	figure	figure	NOUN
cet-15354	107	2	3	3	NUM
cet-15354	107	3	(	(	PUNCT
cet-15354	107	4	left	leave	VERB
cet-15354	107	5	):	):	PUNCT
cet-15354	107	6	the	the	DET
cet-15354	107	7	combined	combine	VERB
cet-15354	107	8	energy	energy	NOUN
cet-15354	107	9	profiles	profile	NOUN
cet-15354	107	10	over	over	ADP
cet-15354	107	11	a	a	DET
cet-15354	107	12	24	24	NUM
cet-15354	107	13	-	-	PUNCT
cet-15354	107	14	hour	hour	NOUN
cet-15354	107	15	period	period	NOUN
cet-15354	107	16	for	for	ADP
cet-15354	107	17	the	the	DET
cet-15354	107	18	second	second	ADJ
cet-15354	107	19	simulation	simulation	NOUN
cet-15354	107	20	.	.	PUNCT
cet-15354	108	1	(	(	PUNCT
cet-15354	108	2	right	right	ADV
cet-15354	108	3	):	):	PUNCT
cet-15354	108	4	control	control	NOUN
cet-15354	108	5	variable	variable	NOUN
cet-15354	108	6	(	(	PUNCT
cet-15354	108	7	setpoint	setpoint	NOUN
cet-15354	108	8	)	)	PUNCT
cet-15354	108	9	evolution	evolution	NOUN
cet-15354	108	10	of	of	ADP
cet-15354	108	11	each	each	DET
cet-15354	108	12	device	device	NOUN
cet-15354	108	13	over	over	ADP
cet-15354	108	14	the	the	DET
cet-15354	108	15	same	same	ADJ
cet-15354	108	16	period	period	NOUN
cet-15354	108	17	for	for	ADP
cet-15354	108	18	the	the	DET
cet-15354	108	19	second	second	ADJ
cet-15354	108	20	simulation	simulation	NOUN
cet-15354	108	21	.	.	PUNCT
cet-15354	109	1	the	the	DET
cet-15354	109	2	wind	wind	NOUN
cet-15354	109	3	generator	generator	NOUN
cet-15354	109	4	's	's	PART
cet-15354	109	5	contribution	contribution	NOUN
cet-15354	109	6	is	be	AUX
cet-15354	109	7	particularly	particularly	ADV
cet-15354	109	8	significant	significant	ADJ
cet-15354	109	9	during	during	ADP
cet-15354	109	10	two	two	NUM
cet-15354	109	11	distinct	distinct	ADJ
cet-15354	109	12	periods	period	NOUN
cet-15354	109	13	after	after	ADP
cet-15354	109	14	sunset	sunset	NOUN
cet-15354	109	15	,	,	PUNCT
cet-15354	109	16	effectively	effectively	ADV
cet-15354	109	17	reducing	reduce	VERB
cet-15354	109	18	fuel	fuel	NOUN
cet-15354	109	19	consumption	consumption	NOUN
cet-15354	109	20	during	during	ADP
cet-15354	109	21	these	these	DET
cet-15354	109	22	intervals	interval	NOUN
cet-15354	109	23	.	.	PUNCT
cet-15354	110	1	figure	figure	VERB
cet-15354	110	2	3	3	NUM
cet-15354	110	3	(	(	PUNCT
cet-15354	110	4	right	right	ADJ
cet-15354	110	5	)	)	PUNCT
cet-15354	110	6	reveals	reveal	VERB
cet-15354	110	7	the	the	DET
cet-15354	110	8	control	control	NOUN
cet-15354	110	9	strategy	strategy	NOUN
cet-15354	110	10	through	through	ADP
cet-15354	110	11	setpoint	setpoint	NOUN
cet-15354	110	12	manipulation	manipulation	NOUN
cet-15354	110	13	for	for	ADP
cet-15354	110	14	the	the	DET
cet-15354	110	15	same	same	ADJ
cet-15354	110	16	simulation	simulation	NOUN
cet-15354	110	17	.	.	PUNCT
cet-15354	111	1	when	when	SCONJ
cet-15354	111	2	daylight	daylight	NOUN
cet-15354	111	3	becomes	become	VERB
cet-15354	111	4	available	available	ADJ
cet-15354	111	5	,	,	PUNCT
cet-15354	111	6	the	the	DET
cet-15354	111	7	pv	pv	PROPN
cet-15354	111	8	generator	generator	NOUN
cet-15354	111	9	's	's	PART
cet-15354	111	10	setpoint	setpoint	NOUN
cet-15354	111	11	rises	rise	VERB
cet-15354	111	12	sharply	sharply	ADV
cet-15354	111	13	to	to	ADP
cet-15354	111	14	about	about	ADV
cet-15354	111	15	0.55	0.55	NUM
cet-15354	111	16	and	and	CCONJ
cet-15354	111	17	then	then	ADV
cet-15354	111	18	gradually	gradually	ADV
cet-15354	111	19	increases	increase	VERB
cet-15354	111	20	further	far	ADV
cet-15354	111	21	,	,	PUNCT
cet-15354	111	22	showing	show	VERB
cet-15354	111	23	how	how	SCONJ
cet-15354	111	24	the	the	DET
cet-15354	111	25	system	system	NOUN
cet-15354	111	26	maximizes	maximize	VERB
cet-15354	111	27	solar	solar	ADJ
cet-15354	111	28	power	power	NOUN
cet-15354	111	29	623	623	NUM
cet-15354	111	30	utilization	utilization	NOUN
cet-15354	111	31	.	.	PUNCT
cet-15354	112	1	there	there	PRON
cet-15354	112	2	are	be	VERB
cet-15354	112	3	two	two	NUM
cet-15354	112	4	notable	notable	ADJ
cet-15354	112	5	periods	period	NOUN
cet-15354	112	6	where	where	SCONJ
cet-15354	112	7	the	the	DET
cet-15354	112	8	wind	wind	NOUN
cet-15354	112	9	generator	generator	NOUN
cet-15354	112	10	setpoint	setpoint	NOUN
cet-15354	112	11	reaches	reach	VERB
cet-15354	112	12	its	its	PRON
cet-15354	112	13	maximum	maximum	ADJ
cet-15354	112	14	value	value	NOUN
cet-15354	112	15	of	of	ADP
cet-15354	112	16	1.0	1.0	NUM
cet-15354	112	17	:	:	PUNCT
cet-15354	112	18	one	one	NUM
cet-15354	112	19	brief	brief	ADJ
cet-15354	112	20	period	period	NOUN
cet-15354	112	21	around	around	ADP
cet-15354	112	22	hour	hour	NOUN
cet-15354	112	23	15	15	NUM
cet-15354	112	24	and	and	CCONJ
cet-15354	112	25	another	another	DET
cet-15354	112	26	longer	long	ADJ
cet-15354	112	27	period	period	NOUN
cet-15354	112	28	around	around	ADP
cet-15354	112	29	hour	hour	NOUN
cet-15354	112	30	17	17	NUM
cet-15354	112	31	-	-	SYM
cet-15354	112	32	18	18	NUM
cet-15354	112	33	.	.	PUNCT
cet-15354	113	1	the	the	DET
cet-15354	113	2	pv	pv	PROPN
cet-15354	113	3	setpoint	setpoint	NOUN
cet-15354	113	4	drops	drop	VERB
cet-15354	113	5	to	to	ADP
cet-15354	113	6	zero	zero	NUM
cet-15354	113	7	at	at	ADP
cet-15354	113	8	sunset	sunset	NOUN
cet-15354	113	9	,	,	PUNCT
cet-15354	113	10	at	at	ADP
cet-15354	113	11	which	which	DET
cet-15354	113	12	point	point	NOUN
cet-15354	113	13	the	the	DET
cet-15354	113	14	fuel	fuel	NOUN
cet-15354	113	15	generator	generator	NOUN
cet-15354	113	16	's	's	PART
cet-15354	113	17	setpoint	setpoint	NOUN
cet-15354	113	18	slightly	slightly	ADV
cet-15354	113	19	increases	increase	VERB
cet-15354	113	20	to	to	PART
cet-15354	113	21	maintain	maintain	VERB
cet-15354	113	22	power	power	NOUN
cet-15354	113	23	balance	balance	NOUN
cet-15354	113	24	in	in	ADP
cet-15354	113	25	the	the	DET
cet-15354	113	26	system	system	NOUN
cet-15354	113	27	.	.	PUNCT
cet-15354	114	1	also	also	ADV
cet-15354	114	2	in	in	ADP
cet-15354	114	3	this	this	DET
cet-15354	114	4	case	case	NOUN
cet-15354	114	5	,	,	PUNCT
cet-15354	114	6	the	the	DET
cet-15354	114	7	direct	direct	ADJ
cet-15354	114	8	relationship	relationship	NOUN
cet-15354	114	9	between	between	ADP
cet-15354	114	10	control	control	NOUN
cet-15354	114	11	variables	variable	NOUN
cet-15354	114	12	and	and	CCONJ
cet-15354	114	13	power	power	NOUN
cet-15354	114	14	generation	generation	NOUN
cet-15354	114	15	demonstrates	demonstrate	VERB
cet-15354	114	16	how	how	SCONJ
cet-15354	114	17	the	the	DET
cet-15354	114	18	implemented	implement	VERB
cet-15354	114	19	control	control	NOUN
cet-15354	114	20	strategy	strategy	NOUN
cet-15354	114	21	effectively	effectively	ADV
cet-15354	114	22	manages	manage	VERB
cet-15354	114	23	resource	resource	NOUN
cet-15354	114	24	utilization	utilization	NOUN
cet-15354	114	25	while	while	SCONJ
cet-15354	114	26	ensuring	ensure	VERB
cet-15354	114	27	reliable	reliable	ADJ
cet-15354	114	28	power	power	NOUN
cet-15354	114	29	supply	supply	NOUN
cet-15354	114	30	.	.	PUNCT
cet-15354	115	1	5	5	X
cet-15354	115	2	.	.	X
cet-15354	115	3	conclusions	conclusion	NOUN
cet-15354	115	4	the	the	DET
cet-15354	115	5	study	study	NOUN
cet-15354	115	6	demonstrates	demonstrate	VERB
cet-15354	115	7	the	the	DET
cet-15354	115	8	successful	successful	ADJ
cet-15354	115	9	implementation	implementation	NOUN
cet-15354	115	10	of	of	ADP
cet-15354	115	11	a	a	DET
cet-15354	115	12	nonlinear	nonlinear	ADJ
cet-15354	115	13	optimization	optimization	NOUN
cet-15354	115	14	approach	approach	NOUN
cet-15354	115	15	for	for	ADP
cet-15354	115	16	power	power	NOUN
cet-15354	115	17	management	management	NOUN
cet-15354	115	18	in	in	ADP
cet-15354	115	19	hybrid	hybrid	ADJ
cet-15354	115	20	renewable	renewable	ADJ
cet-15354	115	21	energy	energy	NOUN
cet-15354	115	22	systems	system	NOUN
cet-15354	115	23	.	.	PUNCT
cet-15354	116	1	the	the	DET
cet-15354	116	2	algorithm	algorithm	NOUN
cet-15354	116	3	effectively	effectively	ADV
cet-15354	116	4	handles	handle	VERB
cet-15354	116	5	the	the	DET
cet-15354	116	6	integration	integration	NOUN
cet-15354	116	7	of	of	ADP
cet-15354	116	8	multiple	multiple	ADJ
cet-15354	116	9	power	power	NOUN
cet-15354	116	10	sources	source	NOUN
cet-15354	116	11	while	while	SCONJ
cet-15354	116	12	maintaining	maintain	VERB
cet-15354	116	13	continuous	continuous	ADJ
cet-15354	116	14	load	load	NOUN
cet-15354	116	15	satisfaction	satisfaction	NOUN
cet-15354	116	16	.	.	PUNCT
cet-15354	117	1	the	the	DET
cet-15354	117	2	results	result	NOUN
cet-15354	117	3	show	show	VERB
cet-15354	117	4	how	how	SCONJ
cet-15354	117	5	the	the	DET
cet-15354	117	6	system	system	NOUN
cet-15354	117	7	balances	balance	VERB
cet-15354	117	8	renewable	renewable	ADJ
cet-15354	117	9	and	and	CCONJ
cet-15354	117	10	conventional	conventional	ADJ
cet-15354	117	11	energy	energy	NOUN
cet-15354	117	12	sources	source	NOUN
cet-15354	117	13	through	through	ADP
cet-15354	117	14	appropriate	appropriate	ADJ
cet-15354	117	15	setpoint	setpoint	NOUN
cet-15354	117	16	control	control	NOUN
cet-15354	117	17	,	,	PUNCT
cet-15354	117	18	adapting	adapt	VERB
cet-15354	117	19	to	to	ADP
cet-15354	117	20	varying	vary	VERB
cet-15354	117	21	resource	resource	NOUN
cet-15354	117	22	availability	availability	NOUN
cet-15354	117	23	and	and	CCONJ
cet-15354	117	24	load	load	NOUN
cet-15354	117	25	demands	demand	NOUN
cet-15354	117	26	.	.	PUNCT
cet-15354	118	1	this	this	DET
cet-15354	118	2	robustness	robustness	NOUN
cet-15354	118	3	in	in	ADP
cet-15354	118	4	handling	handle	VERB
cet-15354	118	5	different	different	ADJ
cet-15354	118	6	load	load	NOUN
cet-15354	118	7	conditions	condition	NOUN
cet-15354	118	8	demonstrates	demonstrate	VERB
cet-15354	118	9	the	the	DET
cet-15354	118	10	algorithm	algorithm	NOUN
cet-15354	118	11	's	's	PART
cet-15354	118	12	ability	ability	NOUN
cet-15354	118	13	to	to	PART
cet-15354	118	14	find	find	VERB
cet-15354	118	15	effective	effective	ADJ
cet-15354	118	16	setpoint	setpoint	NOUN
cet-15354	118	17	configurations	configuration	NOUN
cet-15354	118	18	that	that	PRON
cet-15354	118	19	maximize	maximize	VERB
cet-15354	118	20	the	the	DET
cet-15354	118	21	use	use	NOUN
cet-15354	118	22	of	of	ADP
cet-15354	118	23	renewable	renewable	ADJ
cet-15354	118	24	resources	resource	NOUN
cet-15354	118	25	while	while	SCONJ
cet-15354	118	26	minimizing	minimize	VERB
cet-15354	118	27	fuel	fuel	NOUN
cet-15354	118	28	consumption	consumption	NOUN
cet-15354	118	29	.	.	PUNCT
cet-15354	119	1	the	the	DET
cet-15354	119	2	research	research	NOUN
cet-15354	119	3	opens	open	VERB
cet-15354	119	4	several	several	ADJ
cet-15354	119	5	avenues	avenue	NOUN
cet-15354	119	6	for	for	ADP
cet-15354	119	7	future	future	ADJ
cet-15354	119	8	developments	development	NOUN
cet-15354	119	9	.	.	PUNCT
cet-15354	120	1	a	a	DET
cet-15354	120	2	primary	primary	ADJ
cet-15354	120	3	improvement	improvement	NOUN
cet-15354	120	4	will	will	AUX
cet-15354	120	5	be	be	AUX
cet-15354	120	6	the	the	DET
cet-15354	120	7	integration	integration	NOUN
cet-15354	120	8	of	of	ADP
cet-15354	120	9	energy	energy	NOUN
cet-15354	120	10	storage	storage	NOUN
cet-15354	120	11	capabilities	capability	NOUN
cet-15354	120	12	,	,	PUNCT
cet-15354	120	13	which	which	PRON
cet-15354	120	14	would	would	AUX
cet-15354	120	15	be	be	AUX
cet-15354	120	16	particularly	particularly	ADV
cet-15354	120	17	useful	useful	ADJ
cet-15354	120	18	for	for	ADP
cet-15354	120	19	managing	manage	VERB
cet-15354	120	20	observed	observe	VERB
cet-15354	120	21	intermittent	intermittent	ADJ
cet-15354	120	22	loads	load	NOUN
cet-15354	120	23	and	and	CCONJ
cet-15354	120	24	easing	ease	VERB
cet-15354	120	25	the	the	DET
cet-15354	120	26	transition	transition	NOUN
cet-15354	120	27	between	between	ADP
cet-15354	120	28	photovoltaic	photovoltaic	NOUN
cet-15354	120	29	and	and	CCONJ
cet-15354	120	30	fuel	fuel	NOUN
cet-15354	120	31	energy	energy	NOUN
cet-15354	120	32	production	production	NOUN
cet-15354	120	33	.	.	PUNCT
cet-15354	121	1	this	this	DET
cet-15354	121	2	addition	addition	NOUN
cet-15354	121	3	would	would	AUX
cet-15354	121	4	allow	allow	VERB
cet-15354	121	5	excess	excess	ADJ
cet-15354	121	6	energy	energy	NOUN
cet-15354	121	7	to	to	PART
cet-15354	121	8	be	be	AUX
cet-15354	121	9	captured	capture	VERB
cet-15354	121	10	during	during	ADP
cet-15354	121	11	peak	peak	NOUN
cet-15354	121	12	production	production	NOUN
cet-15354	121	13	periods	period	NOUN
cet-15354	121	14	for	for	ADP
cet-15354	121	15	use	use	NOUN
cet-15354	121	16	during	during	ADP
cet-15354	121	17	phases	phase	NOUN
cet-15354	121	18	of	of	ADP
cet-15354	121	19	high	high	ADJ
cet-15354	121	20	demand	demand	NOUN
cet-15354	121	21	or	or	CCONJ
cet-15354	121	22	low	low	ADJ
cet-15354	121	23	generation	generation	NOUN
cet-15354	121	24	.	.	PUNCT
cet-15354	122	1	acknowledgments	acknowledgment	NOUN
cet-15354	122	2	project	project	NOUN
cet-15354	122	3	funded	fund	VERB
cet-15354	122	4	under	under	ADP
cet-15354	122	5	the	the	DET
cet-15354	122	6	national	national	ADJ
cet-15354	122	7	recovery	recovery	NOUN
cet-15354	122	8	and	and	CCONJ
cet-15354	122	9	resilience	resilience	NOUN
cet-15354	122	10	plan	plan	NOUN
cet-15354	122	11	(	(	PUNCT
cet-15354	122	12	nrrp	nrrp	PROPN
cet-15354	122	13	)	)	PUNCT
cet-15354	122	14	,	,	PUNCT
cet-15354	122	15	mission	mission	NOUN
cet-15354	122	16	4	4	NUM
cet-15354	122	17	component	component	NOUN
cet-15354	122	18	2	2	NUM
cet-15354	122	19	investment	investment	NOUN
cet-15354	122	20	1.3	1.3	NUM
cet-15354	122	21	call	call	NOUN
cet-15354	122	22	for	for	ADP
cet-15354	122	23	tender	tender	ADJ
cet-15354	122	24	no	no	NOUN
cet-15354	122	25	.	.	PUNCT
cet-15354	123	1	1561	1561	NUM
cet-15354	123	2	of	of	ADP
cet-15354	123	3	11.10.2022	11.10.2022	NUM
cet-15354	123	4	of	of	ADP
cet-15354	123	5	ministero	ministero	PROPN
cet-15354	123	6	dell’università	dell’università	PROPN
cet-15354	123	7	e	e	PROPN
cet-15354	123	8	della	della	PROPN
cet-15354	123	9	ricerca	ricerca	PROPN
cet-15354	123	10	(	(	PUNCT
cet-15354	123	11	mur	mur	PROPN
cet-15354	123	12	)	)	PUNCT
cet-15354	123	13	;	;	PUNCT
cet-15354	123	14	funded	fund	VERB
cet-15354	123	15	by	by	ADP
cet-15354	123	16	the	the	DET
cet-15354	123	17	european	european	PROPN
cet-15354	123	18	union	union	PROPN
cet-15354	123	19	–	–	PUNCT
cet-15354	123	20	nextgenerationeu	nextgenerationeu	PROPN
cet-15354	123	21	:	:	PUNCT
cet-15354	123	22	award	award	NOUN
cet-15354	123	23	number	number	NOUN
cet-15354	123	24	:	:	PUNCT
cet-15354	123	25	project	project	NOUN
cet-15354	123	26	code	code	NOUN
cet-15354	123	27	pe0000021	pe0000021	NOUN
cet-15354	123	28	,	,	PUNCT
cet-15354	123	29	concession	concession	NOUN
cet-15354	123	30	decree	decree	NOUN
cet-15354	124	1	no	no	INTJ
cet-15354	124	2	.	.	PUNCT
cet-15354	125	1	1561	1561	NUM
cet-15354	125	2	of	of	ADP
cet-15354	125	3	11.10.2022	11.10.2022	NUM
cet-15354	125	4	adopted	adopt	VERB
cet-15354	125	5	by	by	ADP
cet-15354	125	6	ministero	ministero	PROPN
cet-15354	125	7	dell’università	dell’università	PROPN
cet-15354	125	8	e	e	PROPN
cet-15354	125	9	della	della	PROPN
cet-15354	125	10	ricerca	ricerca	PROPN
cet-15354	125	11	(	(	PUNCT
cet-15354	125	12	mur	mur	PROPN
cet-15354	125	13	)	)	PUNCT
cet-15354	125	14	,	,	PUNCT
cet-15354	125	15	cup	cup	NOUN
cet-15354	125	16	i53c22001450006	i53c22001450006	NOUN
cet-15354	125	17	,	,	PUNCT
cet-15354	125	18	project	project	NOUN
cet-15354	125	19	title	title	NOUN
cet-15354	125	20	“	"	PUNCT
cet-15354	125	21	network	network	NOUN
cet-15354	125	22	4	4	NUM
cet-15354	125	23	energy	energy	NOUN
cet-15354	125	24	sustainable	sustainable	ADJ
cet-15354	125	25	transition	transition	NOUN
cet-15354	125	26	–	–	PUNCT
cet-15354	125	27	nest	nest	NOUN
cet-15354	125	28	”	"	PUNCT
cet-15354	125	29	.	.	PUNCT
cet-15354	126	1	references	reference	NOUN
cet-15354	126	2	andersson	andersson	PROPN
cet-15354	126	3	,	,	PUNCT
cet-15354	126	4	j.	j.	PROPN
cet-15354	126	5	a.	a.	PROPN
cet-15354	126	6	,	,	PUNCT
cet-15354	126	7	gillis	gillis	PROPN
cet-15354	126	8	,	,	PUNCT
cet-15354	126	9	j.	j.	PROPN
cet-15354	126	10	,	,	PUNCT
cet-15354	126	11	horn	horn	PROPN
cet-15354	126	12	,	,	PUNCT
cet-15354	126	13	g.	g.	PROPN
cet-15354	126	14	,	,	PUNCT
cet-15354	126	15	rawlings	rawlings	PROPN
cet-15354	126	16	,	,	PUNCT
cet-15354	126	17	j.	j.	PROPN
cet-15354	126	18	b.	b.	PROPN
cet-15354	126	19	,	,	PUNCT
cet-15354	126	20	&	&	CCONJ
cet-15354	126	21	diehl	diehl	PROPN
cet-15354	126	22	,	,	PUNCT
cet-15354	126	23	m.	m.	NOUN
cet-15354	126	24	(	(	PUNCT
cet-15354	126	25	2019	2019	NUM
cet-15354	126	26	)	)	PUNCT
cet-15354	126	27	.	.	PUNCT
cet-15354	127	1	casadi	casadi	NOUN
cet-15354	127	2	:	:	PUNCT
cet-15354	127	3	a	a	DET
cet-15354	127	4	software	software	NOUN
cet-15354	127	5	framework	framework	NOUN
cet-15354	127	6	for	for	ADP
cet-15354	127	7	nonlinear	nonlinear	ADJ
cet-15354	127	8	optimization	optimization	NOUN
cet-15354	127	9	and	and	CCONJ
cet-15354	127	10	optimal	optimal	ADJ
cet-15354	127	11	control	control	NOUN
cet-15354	127	12	.	.	PUNCT
cet-15354	128	1	mathematical	mathematical	ADJ
cet-15354	128	2	programming	programming	NOUN
cet-15354	128	3	computation	computation	NOUN
cet-15354	128	4	,	,	PUNCT
cet-15354	128	5	11	11	NUM
cet-15354	128	6	,	,	PUNCT
cet-15354	128	7	1	1	NUM
cet-15354	128	8	-	-	SYM
cet-15354	128	9	36	36	NUM
cet-15354	128	10	.	.	PUNCT
cet-15354	129	1	ansari	ansari	PROPN
cet-15354	129	2	,	,	PUNCT
cet-15354	129	3	m.	m.	NOUN
cet-15354	129	4	s.	s.	PROPN
cet-15354	129	5	,	,	PUNCT
cet-15354	129	6	jalil	jalil	PROPN
cet-15354	129	7	,	,	PUNCT
cet-15354	129	8	m.	m.	PROPN
cet-15354	129	9	f.	f.	PROPN
cet-15354	129	10	,	,	PUNCT
cet-15354	129	11	&	&	CCONJ
cet-15354	129	12	bansal	bansal	PROPN
cet-15354	129	13	,	,	PUNCT
cet-15354	129	14	r.	r.	PROPN
cet-15354	129	15	c.	c.	PROPN
cet-15354	129	16	(	(	PUNCT
cet-15354	129	17	2023	2023	NUM
cet-15354	129	18	)	)	PUNCT
cet-15354	129	19	.	.	PUNCT
cet-15354	130	1	a	a	DET
cet-15354	130	2	review	review	NOUN
cet-15354	130	3	of	of	ADP
cet-15354	130	4	optimization	optimization	NOUN
cet-15354	130	5	techniques	technique	NOUN
cet-15354	130	6	for	for	ADP
cet-15354	130	7	hybrid	hybrid	ADJ
cet-15354	130	8	renewable	renewable	ADJ
cet-15354	130	9	energy	energy	NOUN
cet-15354	130	10	systems	system	NOUN
cet-15354	130	11	.	.	PUNCT
cet-15354	131	1	international	international	ADJ
cet-15354	131	2	journal	journal	NOUN
cet-15354	131	3	of	of	ADP
cet-15354	131	4	modelling	modelling	NOUN
cet-15354	131	5	and	and	CCONJ
cet-15354	131	6	simulation	simulation	NOUN
cet-15354	131	7	,	,	PUNCT
cet-15354	131	8	43(5	43(5	NOUN
cet-15354	131	9	)	)	PUNCT
cet-15354	131	10	,	,	PUNCT
cet-15354	131	11	722	722	NUM
cet-15354	131	12	-	-	SYM
cet-15354	131	13	735	735	NUM
cet-15354	131	14	.	.	PUNCT
cet-15354	132	1	hoseinzadeh	hoseinzadeh	PROPN
cet-15354	132	2	,	,	PUNCT
cet-15354	132	3	s.	s.	PROPN
cet-15354	132	4	,	,	PUNCT
cet-15354	132	5	&	&	CCONJ
cet-15354	132	6	garcia	garcia	PROPN
cet-15354	132	7	,	,	PUNCT
cet-15354	132	8	d.	d.	PROPN
cet-15354	132	9	a.	a.	PROPN
cet-15354	132	10	(	(	PUNCT
cet-15354	132	11	2022	2022	NUM
cet-15354	132	12	)	)	PUNCT
cet-15354	132	13	.	.	PUNCT
cet-15354	133	1	techno	techno	NOUN
cet-15354	133	2	-	-	PUNCT
cet-15354	133	3	economic	economic	ADJ
cet-15354	133	4	assessment	assessment	NOUN
cet-15354	133	5	of	of	ADP
cet-15354	133	6	hybrid	hybrid	ADJ
cet-15354	133	7	energy	energy	NOUN
cet-15354	133	8	flexibility	flexibility	NOUN
cet-15354	133	9	systems	system	NOUN
cet-15354	133	10	for	for	ADP
cet-15354	133	11	islands	island	NOUN
cet-15354	133	12	’	'	PUNCT
cet-15354	133	13	decarbonization	decarbonization	NOUN
cet-15354	133	14	:	:	PUNCT
cet-15354	133	15	a	a	DET
cet-15354	133	16	case	case	NOUN
cet-15354	133	17	study	study	NOUN
cet-15354	133	18	in	in	ADP
cet-15354	133	19	italy	italy	PROPN
cet-15354	133	20	.	.	PUNCT
cet-15354	134	1	sustainable	sustainable	ADJ
cet-15354	134	2	energy	energy	NOUN
cet-15354	134	3	technologies	technology	NOUN
cet-15354	134	4	and	and	CCONJ
cet-15354	134	5	assessments	assessment	NOUN
cet-15354	134	6	,	,	PUNCT
cet-15354	134	7	51	51	NUM
cet-15354	134	8	,	,	PUNCT
cet-15354	134	9	101929	101929	NUM
cet-15354	134	10	.	.	PUNCT
cet-15354	135	1	huang	huang	PROPN
cet-15354	135	2	,	,	PUNCT
cet-15354	135	3	g.	g.	PROPN
cet-15354	135	4	,	,	PUNCT
cet-15354	135	5	gan	gan	PROPN
cet-15354	135	6	,	,	PUNCT
cet-15354	135	7	j.	j.	PROPN
cet-15354	135	8	,	,	PUNCT
cet-15354	135	9	huang	huang	PROPN
cet-15354	135	10	,	,	PUNCT
cet-15354	135	11	y.	y.	PROPN
cet-15354	135	12	,	,	PUNCT
cet-15354	135	13	&	&	CCONJ
cet-15354	135	14	ebrahimian	ebrahimian	PROPN
cet-15354	135	15	,	,	PUNCT
cet-15354	135	16	h.	h.	PROPN
cet-15354	135	17	(	(	PUNCT
cet-15354	135	18	2024	2024	NUM
cet-15354	135	19	)	)	PUNCT
cet-15354	135	20	.	.	PUNCT
cet-15354	136	1	optimization	optimization	NOUN
cet-15354	136	2	of	of	ADP
cet-15354	136	3	off	off	ADP
cet-15354	136	4	-	-	PUNCT
cet-15354	136	5	grid	grid	VERB
cet-15354	136	6	renewable	renewable	ADJ
cet-15354	136	7	energy	energy	NOUN
cet-15354	136	8	systems	system	NOUN
cet-15354	136	9	using	use	VERB
cet-15354	136	10	a	a	DET
cet-15354	136	11	hybrid	hybrid	ADJ
cet-15354	136	12	version	version	NOUN
cet-15354	136	13	of	of	ADP
cet-15354	136	14	golden	golden	ADJ
cet-15354	136	15	search	search	NOUN
cet-15354	136	16	algorithm	algorithm	NOUN
cet-15354	136	17	.	.	PUNCT
cet-15354	137	1	heliyon	heliyon	NOUN
cet-15354	137	2	,	,	PUNCT
cet-15354	137	3	10(10	10(10	NUM
cet-15354	137	4	)	)	PUNCT
cet-15354	137	5	,	,	PUNCT
cet-15354	137	6	e30990	e30990	NOUN
cet-15354	137	7	.	.	PUNCT
cet-15354	137	8	marocco	marocco	PROPN
cet-15354	137	9	,	,	PUNCT
cet-15354	137	10	p.	p.	PROPN
cet-15354	137	11	,	,	PUNCT
cet-15354	137	12	novo	novo	PROPN
cet-15354	137	13	,	,	PUNCT
cet-15354	137	14	r.	r.	PROPN
cet-15354	137	15	,	,	PUNCT
cet-15354	137	16	lanzini	lanzini	PROPN
cet-15354	137	17	,	,	PUNCT
cet-15354	137	18	a.	a.	NOUN
cet-15354	137	19	,	,	PUNCT
cet-15354	137	20	mattiazzo	mattiazzo	PROPN
cet-15354	137	21	,	,	PUNCT
cet-15354	137	22	g.	g.	PROPN
cet-15354	137	23	,	,	PUNCT
cet-15354	137	24	&	&	CCONJ
cet-15354	137	25	santarelli	santarelli	PROPN
cet-15354	137	26	,	,	PUNCT
cet-15354	137	27	m.	m.	NOUN
cet-15354	137	28	(	(	PUNCT
cet-15354	137	29	2023	2023	NUM
cet-15354	137	30	)	)	PUNCT
cet-15354	137	31	.	.	PUNCT
cet-15354	138	1	towards	towards	ADP
cet-15354	138	2	100	100	NUM
cet-15354	138	3	%	%	NOUN
cet-15354	138	4	renewable	renewable	ADJ
cet-15354	138	5	energy	energy	NOUN
cet-15354	138	6	systems	system	NOUN
cet-15354	138	7	:	:	PUNCT
cet-15354	138	8	the	the	DET
cet-15354	138	9	role	role	NOUN
cet-15354	138	10	of	of	ADP
cet-15354	138	11	hydrogen	hydrogen	NOUN
cet-15354	138	12	and	and	CCONJ
cet-15354	138	13	batteries	battery	NOUN
cet-15354	138	14	.	.	PUNCT
cet-15354	139	1	journal	journal	PROPN
cet-15354	139	2	of	of	ADP
cet-15354	139	3	energy	energy	NOUN
cet-15354	139	4	storage	storage	NOUN
cet-15354	139	5	,	,	PUNCT
cet-15354	139	6	57	57	NUM
cet-15354	139	7	,	,	PUNCT
cet-15354	139	8	106306	106306	NUM
cet-15354	139	9	.	.	PUNCT
cet-15354	140	1	natividad	natividad	PROPN
cet-15354	140	2	,	,	PUNCT
cet-15354	140	3	l.	l.	PROPN
cet-15354	140	4	e.	e.	PROPN
cet-15354	140	5	,	,	PUNCT
cet-15354	140	6	&	&	CCONJ
cet-15354	140	7	benalcazar	benalcazar	PROPN
cet-15354	140	8	,	,	PUNCT
cet-15354	140	9	p.	p.	NOUN
cet-15354	140	10	(	(	PUNCT
cet-15354	140	11	2023	2023	NUM
cet-15354	140	12	)	)	PUNCT
cet-15354	140	13	.	.	PUNCT
cet-15354	141	1	hybrid	hybrid	ADJ
cet-15354	141	2	renewable	renewable	ADJ
cet-15354	141	3	energy	energy	NOUN
cet-15354	141	4	systems	system	NOUN
cet-15354	141	5	for	for	ADP
cet-15354	141	6	sustainable	sustainable	ADJ
cet-15354	141	7	rural	rural	ADJ
cet-15354	141	8	development	development	NOUN
cet-15354	141	9	:	:	PUNCT
cet-15354	141	10	perspectives	perspective	NOUN
cet-15354	141	11	and	and	CCONJ
cet-15354	141	12	challenges	challenge	NOUN
cet-15354	141	13	in	in	ADP
cet-15354	141	14	energy	energy	NOUN
cet-15354	141	15	systems	system	NOUN
cet-15354	141	16	modeling	modeling	NOUN
cet-15354	141	17	.	.	PUNCT
cet-15354	142	1	energies	energy	NOUN
cet-15354	142	2	,	,	PUNCT
cet-15354	142	3	16(3	16(3	NOUN
cet-15354	142	4	)	)	PUNCT
cet-15354	142	5	,	,	PUNCT
cet-15354	142	6	1328	1328	NUM
cet-15354	142	7	.	.	PUNCT
cet-15354	143	1	nova	nova	PROPN
cet-15354	143	2	,	,	PUNCT
cet-15354	143	3	d.	d.	PROPN
cet-15354	143	4	d.	d.	PROPN
cet-15354	143	5	j.	j.	PROPN
cet-15354	143	6	l.	l.	PROPN
cet-15354	143	7	,	,	PUNCT
cet-15354	143	8	ardila	ardila	PROPN
cet-15354	143	9	,	,	PUNCT
cet-15354	143	10	d.	d.	PROPN
cet-15354	143	11	v.	v.	PROPN
cet-15354	143	12	g.	g.	PROPN
cet-15354	143	13	,	,	PUNCT
cet-15354	143	14	villabona	villabona	PROPN
cet-15354	143	15	,	,	PUNCT
cet-15354	143	16	j.	j.	PROPN
cet-15354	143	17	a.	a.	PROPN
cet-15354	143	18	,	,	PUNCT
cet-15354	143	19	&	&	CCONJ
cet-15354	143	20	ceron	ceron	PROPN
cet-15354	143	21	,	,	PUNCT
cet-15354	143	22	a.	a.	PROPN
cet-15354	143	23	m.	m.	PROPN
cet-15354	143	24	r.	r.	PROPN
cet-15354	143	25	(	(	PUNCT
cet-15354	143	26	2023	2023	NUM
cet-15354	143	27	)	)	PUNCT
cet-15354	143	28	.	.	PUNCT
cet-15354	144	1	technical	technical	ADJ
cet-15354	144	2	,	,	PUNCT
cet-15354	144	3	environmental	environmental	ADJ
cet-15354	144	4	,	,	PUNCT
cet-15354	144	5	and	and	CCONJ
cet-15354	144	6	economic	economic	ADJ
cet-15354	144	7	evaluation	evaluation	NOUN
cet-15354	144	8	of	of	ADP
cet-15354	144	9	alternatives	alternative	NOUN
cet-15354	144	10	for	for	ADP
cet-15354	144	11	hybrid	hybrid	ADJ
cet-15354	144	12	energy	energy	NOUN
cet-15354	144	13	generation	generation	NOUN
cet-15354	144	14	for	for	ADP
cet-15354	144	15	rational	rational	ADJ
cet-15354	144	16	energy	energy	NOUN
cet-15354	144	17	use	use	NOUN
cet-15354	144	18	scenarios	scenario	NOUN
cet-15354	144	19	at	at	ADP
cet-15354	144	20	the	the	DET
cet-15354	144	21	santander	santander	NOUN
cet-15354	144	22	technological	technological	ADJ
cet-15354	144	23	units	unit	NOUN
cet-15354	144	24	using	use	VERB
cet-15354	144	25	homer	homer	NOUN
cet-15354	144	26	pro	pro	ADJ
cet-15354	144	27	software	software	NOUN
cet-15354	144	28	.	.	PUNCT
cet-15354	145	1	chemical	chemical	NOUN
cet-15354	145	2	engineering	engineering	NOUN
cet-15354	145	3	transactions	transaction	NOUN
cet-15354	145	4	,	,	PUNCT
cet-15354	145	5	105	105	NUM
cet-15354	145	6	,	,	PUNCT
cet-15354	145	7	493498	493498	NUM
cet-15354	145	8	.	.	PUNCT
cet-15354	146	1	ramos	ramos	PROPN
cet-15354	146	2	-	-	PROPN
cet-15354	146	3	marin	marin	PROPN
cet-15354	146	4	,	,	PUNCT
cet-15354	146	5	s.	s.	PROPN
cet-15354	146	6	,	,	PUNCT
cet-15354	146	7	caio	caio	PROPN
cet-15354	146	8	,	,	PUNCT
cet-15354	146	9	a.	a.	PROPN
cet-15354	146	10	,	,	PUNCT
cet-15354	146	11	&	&	CCONJ
cet-15354	146	12	soares	soares	PROPN
cet-15354	146	13	,	,	PUNCT
cet-15354	146	14	c.	c.	PROPN
cet-15354	146	15	g.	g.	PROPN
cet-15354	146	16	(	(	PUNCT
cet-15354	146	17	2024	2024	NUM
cet-15354	146	18	)	)	PUNCT
cet-15354	146	19	.	.	PUNCT
cet-15354	147	1	optimization	optimization	NOUN
cet-15354	147	2	of	of	ADP
cet-15354	147	3	a	a	DET
cet-15354	147	4	hybrid	hybrid	ADJ
cet-15354	147	5	electricity	electricity	NOUN
cet-15354	147	6	system	system	NOUN
cet-15354	147	7	in	in	ADP
cet-15354	147	8	the	the	DET
cet-15354	147	9	canary	canary	NOUN
cet-15354	147	10	islands	island	NOUN
cet-15354	147	11	including	include	VERB
cet-15354	147	12	marine	marine	ADJ
cet-15354	147	13	renewable	renewable	ADJ
cet-15354	147	14	energies	energy	NOUN
cet-15354	147	15	.	.	PUNCT
cet-15354	148	1	in	in	ADP
cet-15354	148	2	proceedings	proceeding	NOUN
cet-15354	148	3	of	of	ADP
cet-15354	148	4	the	the	DET
cet-15354	148	5	8th	8th	ADJ
cet-15354	148	6	international	international	ADJ
cet-15354	148	7	hybrid	hybrid	ADJ
cet-15354	148	8	power	power	NOUN
cet-15354	148	9	plants	plant	NOUN
cet-15354	148	10	&	&	CCONJ
cet-15354	148	11	systems	system	NOUN
cet-15354	148	12	workshop	workshop	NOUN
cet-15354	148	13	(	(	PUNCT
cet-15354	148	14	hyb	hyb	NOUN
cet-15354	148	15	2024	2024	NUM
cet-15354	148	16	)	)	PUNCT
cet-15354	148	17	,	,	PUNCT
cet-15354	148	18	london	london	PROPN
cet-15354	148	19	,	,	PUNCT
cet-15354	148	20	uk	uk	PROPN
cet-15354	148	21	,	,	PUNCT
cet-15354	148	22	may	may	AUX
cet-15354	148	23	15	15	NUM
cet-15354	148	24	-	-	SYM
cet-15354	148	25	17	17	NUM
cet-15354	148	26	,	,	PUNCT
cet-15354	148	27	2024	2024	NUM
cet-15354	148	28	,	,	PUNCT
cet-15354	148	29	pp	pp	ADV
cet-15354	148	30	.	.	PUNCT
cet-15354	149	1	337	337	NUM
cet-15354	149	2	-	-	SYM
cet-15354	149	3	353	353	NUM
cet-15354	149	4	.	.	PUNCT
cet-15354	150	1	iet	iet	PROPN
cet-15354	150	2	.	.	PUNCT
cet-15354	151	1	san	san	PROPN
cet-15354	151	2	juan	juan	PROPN
cet-15354	151	3	,	,	PUNCT
cet-15354	151	4	j.	j.	PROPN
cet-15354	151	5	l.	l.	PROPN
cet-15354	151	6	,	,	PUNCT
cet-15354	151	7	&	&	CCONJ
cet-15354	151	8	sy	sy	PROPN
cet-15354	151	9	,	,	PUNCT
cet-15354	151	10	c.	c.	PROPN
cet-15354	151	11	(	(	PUNCT
cet-15354	151	12	2023	2023	NUM
cet-15354	151	13	)	)	PUNCT
cet-15354	151	14	.	.	PUNCT
cet-15354	152	1	target	target	NOUN
cet-15354	152	2	-	-	PUNCT
cet-15354	152	3	oriented	orient	VERB
cet-15354	152	4	robust	robust	ADJ
cet-15354	152	5	optimization	optimization	NOUN
cet-15354	152	6	of	of	ADP
cet-15354	152	7	hybrid	hybrid	ADJ
cet-15354	152	8	energy	energy	NOUN
cet-15354	152	9	systems	system	NOUN
cet-15354	152	10	under	under	ADP
cet-15354	152	11	uncertainty	uncertainty	NOUN
cet-15354	152	12	.	.	PUNCT
cet-15354	153	1	chemical	chemical	ADJ
cet-15354	153	2	engineering	engineering	NOUN
cet-15354	153	3	transactions	transaction	NOUN
cet-15354	153	4	,	,	PUNCT
cet-15354	153	5	103	103	NUM
cet-15354	153	6	,	,	PUNCT
cet-15354	153	7	373	373	NUM
cet-15354	153	8	-	-	SYM
cet-15354	153	9	378	378	NUM
cet-15354	153	10	.	.	PUNCT
cet-15354	154	1	silinto	silinto	PROPN
cet-15354	154	2	,	,	PUNCT
cet-15354	154	3	b.	b.	PROPN
cet-15354	154	4	f.	f.	PROPN
cet-15354	154	5	,	,	PUNCT
cet-15354	154	6	van	van	PROPN
cet-15354	154	7	der	der	NOUN
cet-15354	154	8	laag	laag	VERB
cet-15354	154	9	yamu	yamu	PROPN
cet-15354	154	10	,	,	PUNCT
cet-15354	154	11	c.	c.	PROPN
cet-15354	154	12	,	,	PUNCT
cet-15354	154	13	zuidema	zuidema	PROPN
cet-15354	154	14	,	,	PUNCT
cet-15354	154	15	c.	c.	PROPN
cet-15354	154	16	,	,	PUNCT
cet-15354	154	17	&	&	CCONJ
cet-15354	154	18	faaij	faaij	PROPN
cet-15354	154	19	,	,	PUNCT
cet-15354	154	20	a.	a.	NOUN
cet-15354	154	21	p.	p.	NOUN
cet-15354	154	22	(	(	PUNCT
cet-15354	154	23	2025	2025	NUM
cet-15354	154	24	)	)	PUNCT
cet-15354	154	25	.	.	PUNCT
cet-15354	155	1	hybrid	hybrid	ADJ
cet-15354	155	2	renewable	renewable	ADJ
cet-15354	155	3	energy	energy	NOUN
cet-15354	155	4	systems	system	NOUN
cet-15354	155	5	for	for	ADP
cet-15354	155	6	rural	rural	ADJ
cet-15354	155	7	electrification	electrification	NOUN
cet-15354	155	8	in	in	ADP
cet-15354	155	9	developing	develop	VERB
cet-15354	155	10	countries	country	NOUN
cet-15354	155	11	:	:	PUNCT
cet-15354	155	12	a	a	DET
cet-15354	155	13	review	review	NOUN
cet-15354	155	14	on	on	ADP
cet-15354	155	15	energy	energy	NOUN
cet-15354	155	16	system	system	NOUN
cet-15354	155	17	models	model	NOUN
cet-15354	155	18	and	and	CCONJ
cet-15354	155	19	spatial	spatial	ADJ
cet-15354	155	20	explicit	explicit	ADJ
cet-15354	155	21	modelling	modelling	NOUN
cet-15354	155	22	tools	tool	NOUN
cet-15354	155	23	.	.	PUNCT
cet-15354	156	1	renewable	renewable	ADJ
cet-15354	156	2	and	and	CCONJ
cet-15354	156	3	sustainable	sustainable	ADJ
cet-15354	156	4	energy	energy	NOUN
cet-15354	156	5	reviews	review	NOUN
cet-15354	156	6	,	,	PUNCT
cet-15354	156	7	207	207	NUM
cet-15354	156	8	,	,	PUNCT
cet-15354	156	9	114916	114916	NUM
cet-15354	156	10	.	.	PUNCT
cet-15354	157	1	vaccari	vaccari	NOUN
cet-15354	157	2	,	,	PUNCT
cet-15354	157	3	m.	m.	NOUN
cet-15354	157	4	,	,	PUNCT
cet-15354	157	5	mancuso	mancuso	PROPN
cet-15354	157	6	,	,	PUNCT
cet-15354	157	7	g.	g.	PROPN
cet-15354	157	8	m.	m.	PROPN
cet-15354	157	9	,	,	PUNCT
cet-15354	157	10	riccardi	riccardi	PROPN
cet-15354	157	11	,	,	PUNCT
cet-15354	157	12	j.	j.	PROPN
cet-15354	157	13	,	,	PUNCT
cet-15354	157	14	cantù	cantù	PROPN
cet-15354	157	15	,	,	PUNCT
cet-15354	157	16	m.	m.	NOUN
cet-15354	157	17	,	,	PUNCT
cet-15354	157	18	&	&	CCONJ
cet-15354	157	19	pannocchia	pannocchia	PROPN
cet-15354	157	20	,	,	PUNCT
cet-15354	157	21	g.	g.	PROPN
cet-15354	157	22	(	(	PUNCT
cet-15354	157	23	2019	2019	NUM
cet-15354	157	24	)	)	PUNCT
cet-15354	157	25	.	.	PUNCT
cet-15354	158	1	a	a	DET
cet-15354	158	2	sequential	sequential	ADJ
cet-15354	158	3	linear	linear	ADJ
cet-15354	158	4	programming	programming	NOUN
cet-15354	158	5	algorithm	algorithm	NOUN
cet-15354	158	6	for	for	ADP
cet-15354	158	7	economic	economic	ADJ
cet-15354	158	8	optimization	optimization	NOUN
cet-15354	158	9	of	of	ADP
cet-15354	158	10	hybrid	hybrid	ADJ
cet-15354	158	11	renewable	renewable	ADJ
cet-15354	158	12	energy	energy	NOUN
cet-15354	158	13	systems	system	NOUN
cet-15354	158	14	.	.	PUNCT
cet-15354	159	1	journal	journal	PROPN
cet-15354	159	2	of	of	ADP
cet-15354	159	3	process	process	NOUN
cet-15354	159	4	control	control	NOUN
cet-15354	159	5	,	,	PUNCT
cet-15354	159	6	74	74	NUM
cet-15354	159	7	,	,	PUNCT
cet-15354	159	8	189	189	NUM
cet-15354	159	9	-	-	SYM
cet-15354	159	10	201	201	NUM
cet-15354	159	11	.	.	PUNCT
cet-15354	160	1	624	624	NUM
cet-15354	160	2	cet-vol117-b.pdf	cet-vol117-b.pdf	NOUN
cet-15354	160	3	optimizing	optimize	VERB
cet-15354	160	4	hybrid	hybrid	ADJ
cet-15354	160	5	renewable	renewable	ADJ
cet-15354	160	6	energy	energy	NOUN
cet-15354	160	7	systems	system	NOUN
cet-15354	160	8	for	for	ADP
cet-15354	160	9	enhanced	enhanced	ADJ
cet-15354	160	10	sustainability	sustainability	NOUN
cet-15354	160	11	and	and	CCONJ
cet-15354	160	12	efficiency	efficiency	NOUN
cet-15354	160	13	in	in	ADP
cet-15354	160	14	rural	rural	ADJ
cet-15354	160	15	communities	community	NOUN