id	sid	tid	token	lemma	pos
cet-15703	1	1	doi	doi	NOUN
cet-15703	1	2	:	:	PUNCT
cet-15703	1	3	10.3303	10.3303	NUM
cet-15703	1	4	/	/	SYM
cet-15703	1	5	cet25120078	cet25120078	NOUN
cet-15703	1	6	paper	paper	NOUN
cet-15703	1	7	received	receive	VERB
cet-15703	1	8	:	:	PUNCT
cet-15703	1	9	15	15	NUM
cet-15703	1	10	may	may	PROPN
cet-15703	1	11	2025	2025	NUM
cet-15703	1	12	;	;	PUNCT
cet-15703	1	13	revised	revise	VERB
cet-15703	1	14	:	:	PUNCT
cet-15703	1	15	30	30	NUM
cet-15703	1	16	august	august	PROPN
cet-15703	1	17	2025	2025	NUM
cet-15703	1	18	;	;	PUNCT
cet-15703	1	19	accepted	accept	VERB
cet-15703	1	20	:	:	PUNCT
cet-15703	1	21	1	1	NUM
cet-15703	1	22	november	november	NOUN
cet-15703	1	23	2025	2025	NUM
cet-15703	1	24	please	please	INTJ
cet-15703	1	25	cite	cite	VERB
cet-15703	1	26	this	this	DET
cet-15703	1	27	article	article	NOUN
cet-15703	1	28	as	as	ADP
cet-15703	1	29	:	:	PUNCT
cet-15703	1	30	nizamuddin	nizamuddin	PROPN
cet-15703	1	31	a.d	a.d	PROPN
cet-15703	1	32	.	.	PROPN
cet-15703	1	33	,	,	PUNCT
cet-15703	1	34	ho	ho	PROPN
cet-15703	1	35	w.s	w.s	PROPN
cet-15703	1	36	.	.	PROPN
cet-15703	1	37	,	,	PUNCT
cet-15703	1	38	hashim	hashim	PROPN
cet-15703	1	39	h.	h.	PROPN
cet-15703	1	40	,	,	PUNCT
cet-15703	1	41	zubir	zubir	PROPN
cet-15703	1	42	m.a	m.a	PROPN
cet-15703	1	43	.	.	PROPN
cet-15703	1	44	,	,	PUNCT
cet-15703	1	45	muis	muis	PROPN
cet-15703	1	46	z.a	z.a	PROPN
cet-15703	1	47	.	.	PROPN
cet-15703	1	48	,	,	PUNCT
cet-15703	1	49	wong	wong	PROPN
cet-15703	1	50	k.y	k.y	PROPN
cet-15703	1	51	.	.	PROPN
cet-15703	1	52	,	,	PUNCT
cet-15703	1	53	2025	2025	NUM
cet-15703	1	54	,	,	PUNCT
cet-15703	1	55	modelling	modelling	NOUN
cet-15703	1	56	of	of	ADP
cet-15703	1	57	dual	dual	ADJ
cet-15703	1	58	-	-	PUNCT
cet-15703	1	59	battery	battery	NOUN
cet-15703	1	60	energy	energy	NOUN
cet-15703	1	61	storage	storage	NOUN
cet-15703	1	62	system	system	NOUN
cet-15703	1	63	in	in	ADP
cet-15703	1	64	a	a	DET
cet-15703	1	65	renewable	renewable	ADJ
cet-15703	1	66	energy	energy	NOUN
cet-15703	1	67	power	power	NOUN
cet-15703	1	68	system	system	NOUN
cet-15703	1	69	,	,	PUNCT
cet-15703	1	70	chemical	chemical	NOUN
cet-15703	1	71	engineering	engineering	NOUN
cet-15703	1	72	transactions	transaction	NOUN
cet-15703	1	73	,	,	PUNCT
cet-15703	1	74	120	120	NUM
cet-15703	1	75	,	,	PUNCT
cet-15703	1	76	463	463	NUM
cet-15703	1	77	-	-	SYM
cet-15703	1	78	468	468	NUM
cet-15703	1	79	doi:10.3303	doi:10.3303	NOUN
cet-15703	1	80	/	/	SYM
cet-15703	1	81	cet25120078	cet25120078	NOUN
cet-15703	1	82	chemical	chemical	PROPN
cet-15703	1	83	engineering	engineering	NOUN
cet-15703	1	84	transactions	transaction	NOUN
cet-15703	1	85	vol	vol	NOUN
cet-15703	1	86	.	.	PUNCT
cet-15703	2	1	120	120	NUM
cet-15703	2	2	,	,	PUNCT
cet-15703	2	3	2025	2025	NUM
cet-15703	2	4	a	a	DET
cet-15703	2	5	publication	publication	NOUN
cet-15703	2	6	of	of	ADP
cet-15703	2	7	the	the	DET
cet-15703	2	8	italian	italian	ADJ
cet-15703	2	9	association	association	NOUN
cet-15703	2	10	of	of	ADP
cet-15703	2	11	chemical	chemical	PROPN
cet-15703	2	12	engineering	engineering	NOUN
cet-15703	2	13	online	online	ADV
cet-15703	2	14	at	at	ADP
cet-15703	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15703	2	16	guest	guest	NOUN
cet-15703	2	17	editors	editor	NOUN
cet-15703	2	18	:	:	PUNCT
cet-15703	2	19	bing	bing	NOUN
cet-15703	2	20	shen	shen	NOUN
cet-15703	3	1	how	how	SCONJ
cet-15703	3	2	,	,	PUNCT
cet-15703	3	3	viknesh	viknesh	ADJ
cet-15703	3	4	andiappan	andiappan	NOUN
cet-15703	3	5	,	,	PUNCT
cet-15703	3	6	denny	denny	PROPN
cet-15703	3	7	k.s	k.s	PROPN
cet-15703	3	8	.	.	PROPN
cet-15703	3	9	ng	ng	PROPN
cet-15703	3	10	,	,	PUNCT
cet-15703	3	11	hon	hon	PROPN
cet-15703	3	12	loong	loong	PROPN
cet-15703	3	13	lam	lam	PROPN
cet-15703	3	14	,	,	PUNCT
cet-15703	3	15	petar	petar	PROPN
cet-15703	3	16	s.	s.	PROPN
cet-15703	3	17	varbanov	varbanov	PROPN
cet-15703	3	18	copyright	copyright	NOUN
cet-15703	3	19	©	©	PROPN
cet-15703	3	20	2025	2025	NUM
cet-15703	3	21	,	,	PUNCT
cet-15703	3	22	aidic	aidic	ADJ
cet-15703	3	23	servizi	servizi	PROPN
cet-15703	3	24	s.r.l	s.r.l	NOUN
cet-15703	3	25	.	.	PUNCT
cet-15703	4	1	isbn	isbn	PROPN
cet-15703	4	2	979	979	NUM
cet-15703	4	3	-	-	SYM
cet-15703	4	4	12	12	NUM
cet-15703	4	5	-	-	PUNCT
cet-15703	4	6	81206	81206	NUM
cet-15703	4	7	-	-	PUNCT
cet-15703	4	8	21	21	NUM
cet-15703	4	9	-	-	SYM
cet-15703	4	10	2	2	NUM
cet-15703	4	11	;	;	PUNCT
cet-15703	4	12	issn	issn	PROPN
cet-15703	4	13	2283	2283	NUM
cet-15703	4	14	-	-	SYM
cet-15703	4	15	9216	9216	NUM
cet-15703	4	16	modelling	modelling	NOUN
cet-15703	4	17	of	of	ADP
cet-15703	4	18	dual	dual	ADJ
cet-15703	4	19	-	-	PUNCT
cet-15703	4	20	battery	battery	NOUN
cet-15703	4	21	energy	energy	NOUN
cet-15703	4	22	storage	storage	NOUN
cet-15703	4	23	system	system	NOUN
cet-15703	4	24	in	in	ADP
cet-15703	4	25	a	a	DET
cet-15703	4	26	renewable	renewable	ADJ
cet-15703	4	27	energy	energy	NOUN
cet-15703	4	28	power	power	NOUN
cet-15703	4	29	system	system	NOUN
cet-15703	4	30	arfah	arfah	PROPN
cet-15703	4	31	diyanah	diyanah	PROPN
cet-15703	4	32	nizamuddina	nizamuddina	PROPN
cet-15703	4	33	,	,	PUNCT
cet-15703	4	34	wai	wai	PROPN
cet-15703	4	35	shin	shin	PROPN
cet-15703	4	36	hoa	hoa	PROPN
cet-15703	4	37	,	,	PUNCT
cet-15703	4	38	*	*	PROPN
cet-15703	4	39	,	,	PUNCT
cet-15703	4	40	haslenda	haslenda	PROPN
cet-15703	4	41	hashima	hashima	PROPN
cet-15703	4	42	,	,	PUNCT
cet-15703	4	43	muhammad	muhammad	PROPN
cet-15703	4	44	afiq	afiq	PROPN
cet-15703	4	45	zubira	zubira	PROPN
cet-15703	4	46	,	,	PUNCT
cet-15703	4	47	zarina	zarina	PROPN
cet-15703	4	48	ab	ab	PROPN
cet-15703	4	49	muisa	muisa	PROPN
cet-15703	4	50	,	,	PUNCT
cet-15703	4	51	keng	keng	PROPN
cet-15703	4	52	yinn	yinn	PROPN
cet-15703	4	53	wongb	wongb	VERB
cet-15703	4	54	aprocess	aprocess	NOUN
cet-15703	4	55	systems	system	NOUN
cet-15703	4	56	engineering	engineering	NOUN
cet-15703	4	57	centre	centre	NOUN
cet-15703	4	58	(	(	PUNCT
cet-15703	4	59	prospect	prospect	NOUN
cet-15703	4	60	)	)	PUNCT
cet-15703	4	61	,	,	PUNCT
cet-15703	4	62	faculty	faculty	NOUN
cet-15703	4	63	of	of	ADP
cet-15703	4	64	chemical	chemical	NOUN
cet-15703	4	65	and	and	CCONJ
cet-15703	4	66	energy	energy	NOUN
cet-15703	4	67	engineering	engineering	NOUN
cet-15703	4	68	,	,	PUNCT
cet-15703	4	69	universiti	universiti	PROPN
cet-15703	4	70	teknologi	teknologi	PROPN
cet-15703	4	71	malaysia	malaysia	PROPN
cet-15703	4	72	,	,	PUNCT
cet-15703	4	73	81310	81310	NUM
cet-15703	4	74	,	,	PUNCT
cet-15703	4	75	skudai	skudai	NOUN
cet-15703	4	76	,	,	PUNCT
cet-15703	4	77	johor	johor	PROPN
cet-15703	4	78	,	,	PUNCT
cet-15703	4	79	malaysia	malaysia	PROPN
cet-15703	4	80	bfaculty	bfaculty	NOUN
cet-15703	4	81	of	of	ADP
cet-15703	4	82	mechanical	mechanical	ADJ
cet-15703	4	83	engineering	engineering	NOUN
cet-15703	4	84	,	,	PUNCT
cet-15703	4	85	universiti	universiti	PROPN
cet-15703	4	86	teknologi	teknologi	PROPN
cet-15703	4	87	malaysia	malaysia	PROPN
cet-15703	4	88	johor	johor	PROPN
cet-15703	4	89	bahru	bahru	PROPN
cet-15703	4	90	,	,	PUNCT
cet-15703	4	91	81310	81310	NUM
cet-15703	4	92	,	,	PUNCT
cet-15703	4	93	skudai	skudai	NOUN
cet-15703	4	94	,	,	PUNCT
cet-15703	4	95	johor	johor	PROPN
cet-15703	4	96	,	,	PUNCT
cet-15703	4	97	malaysia	malaysia	PROPN
cet-15703	4	98	hwshin@utm.my	hwshin@utm.my	PROPN
cet-15703	5	1	as	as	SCONJ
cet-15703	5	2	the	the	DET
cet-15703	5	3	global	global	ADJ
cet-15703	5	4	energy	energy	NOUN
cet-15703	5	5	transition	transition	NOUN
cet-15703	5	6	accelerates	accelerate	VERB
cet-15703	5	7	,	,	PUNCT
cet-15703	5	8	integrating	integrate	VERB
cet-15703	5	9	renewable	renewable	ADJ
cet-15703	5	10	energy	energy	NOUN
cet-15703	5	11	into	into	ADP
cet-15703	5	12	off	off	ADP
cet-15703	5	13	-	-	PUNCT
cet-15703	5	14	grid	grid	NOUN
cet-15703	5	15	and	and	CCONJ
cet-15703	5	16	hybrid	hybrid	ADJ
cet-15703	5	17	systems	system	NOUN
cet-15703	5	18	poses	pose	VERB
cet-15703	5	19	challenges	challenge	NOUN
cet-15703	5	20	due	due	ADJ
cet-15703	5	21	to	to	ADP
cet-15703	5	22	intermittency	intermittency	NOUN
cet-15703	5	23	and	and	CCONJ
cet-15703	5	24	storage	storage	NOUN
cet-15703	5	25	limitations	limitation	NOUN
cet-15703	5	26	.	.	PUNCT
cet-15703	6	1	battery	battery	NOUN
cet-15703	6	2	energy	energy	NOUN
cet-15703	6	3	storage	storage	NOUN
cet-15703	6	4	systems	system	NOUN
cet-15703	6	5	(	(	PUNCT
cet-15703	6	6	bess	bess	NOUN
cet-15703	6	7	)	)	PUNCT
cet-15703	6	8	are	be	AUX
cet-15703	6	9	essential	essential	ADJ
cet-15703	6	10	for	for	ADP
cet-15703	6	11	ensuring	ensure	VERB
cet-15703	6	12	stability	stability	NOUN
cet-15703	6	13	and	and	CCONJ
cet-15703	6	14	reliability	reliability	NOUN
cet-15703	6	15	.	.	PUNCT
cet-15703	7	1	conventional	conventional	ADJ
cet-15703	7	2	single	single	ADJ
cet-15703	7	3	-	-	PUNCT
cet-15703	7	4	battery	battery	NOUN
cet-15703	7	5	configurations	configuration	NOUN
cet-15703	7	6	,	,	PUNCT
cet-15703	7	7	however	however	ADV
cet-15703	7	8	,	,	PUNCT
cet-15703	7	9	suffer	suffer	VERB
cet-15703	7	10	from	from	ADP
cet-15703	7	11	high	high	ADJ
cet-15703	7	12	costs	cost	NOUN
cet-15703	7	13	and	and	CCONJ
cet-15703	7	14	reduced	reduce	VERB
cet-15703	7	15	lifespan	lifespan	NOUN
cet-15703	7	16	,	,	PUNCT
cet-15703	7	17	especially	especially	ADV
cet-15703	7	18	in	in	ADP
cet-15703	7	19	lead	lead	ADJ
cet-15703	7	20	-	-	PUNCT
cet-15703	7	21	acid	acid	NOUN
cet-15703	7	22	batteries	battery	NOUN
cet-15703	7	23	,	,	PUNCT
cet-15703	7	24	due	due	ADP
cet-15703	7	25	to	to	ADP
cet-15703	7	26	frequent	frequent	ADJ
cet-15703	7	27	incomplete	incomplete	ADJ
cet-15703	7	28	charge	charge	NOUN
cet-15703	7	29	/	/	SYM
cet-15703	7	30	discharge	discharge	NOUN
cet-15703	7	31	cycles	cycle	NOUN
cet-15703	7	32	.	.	PUNCT
cet-15703	8	1	to	to	PART
cet-15703	8	2	address	address	VERB
cet-15703	8	3	this	this	PRON
cet-15703	8	4	,	,	PUNCT
cet-15703	8	5	a	a	DET
cet-15703	8	6	dual	dual	ADJ
cet-15703	8	7	-	-	PUNCT
cet-15703	8	8	battery	battery	NOUN
cet-15703	8	9	energy	energy	NOUN
cet-15703	8	10	storage	storage	NOUN
cet-15703	8	11	system	system	NOUN
cet-15703	8	12	(	(	PUNCT
cet-15703	8	13	dbess	dbess	ADJ
cet-15703	8	14	)	)	PUNCT
cet-15703	8	15	is	be	AUX
cet-15703	8	16	proposed	propose	VERB
cet-15703	8	17	,	,	PUNCT
cet-15703	8	18	in	in	ADP
cet-15703	8	19	which	which	PRON
cet-15703	8	20	two	two	NUM
cet-15703	8	21	batteries	battery	NOUN
cet-15703	8	22	operate	operate	VERB
cet-15703	8	23	in	in	ADP
cet-15703	8	24	parallel	parallel	NOUN
cet-15703	8	25	:	:	PUNCT
cet-15703	8	26	the	the	DET
cet-15703	8	27	main	main	ADJ
cet-15703	8	28	battery	battery	NOUN
cet-15703	8	29	performs	perform	VERB
cet-15703	8	30	complete	complete	ADJ
cet-15703	8	31	cycles	cycle	NOUN
cet-15703	8	32	to	to	PART
cet-15703	8	33	maintain	maintain	VERB
cet-15703	8	34	health	health	NOUN
cet-15703	8	35	,	,	PUNCT
cet-15703	8	36	while	while	SCONJ
cet-15703	8	37	the	the	DET
cet-15703	8	38	secondary	secondary	ADJ
cet-15703	8	39	battery	battery	NOUN
cet-15703	8	40	buffers	buffer	NOUN
cet-15703	8	41	partial	partial	ADJ
cet-15703	8	42	loads	load	NOUN
cet-15703	8	43	.	.	PUNCT
cet-15703	9	1	this	this	DET
cet-15703	9	2	approach	approach	NOUN
cet-15703	9	3	improves	improve	VERB
cet-15703	9	4	system	system	NOUN
cet-15703	9	5	longevity	longevity	NOUN
cet-15703	9	6	and	and	CCONJ
cet-15703	9	7	energy	energy	NOUN
cet-15703	9	8	management	management	NOUN
cet-15703	9	9	.	.	PUNCT
cet-15703	10	1	a	a	DET
cet-15703	10	2	techno	techno	NOUN
cet-15703	10	3	-	-	PUNCT
cet-15703	10	4	economic	economic	ADJ
cet-15703	10	5	optimization	optimization	NOUN
cet-15703	10	6	model	model	NOUN
cet-15703	10	7	was	be	AUX
cet-15703	10	8	developed	develop	VERB
cet-15703	10	9	using	use	VERB
cet-15703	10	10	hourly	hourly	ADJ
cet-15703	10	11	load	load	NOUN
cet-15703	10	12	and	and	CCONJ
cet-15703	10	13	solar	solar	ADJ
cet-15703	10	14	irradiation	irradiation	NOUN
cet-15703	10	15	data	datum	NOUN
cet-15703	10	16	to	to	PART
cet-15703	10	17	minimize	minimize	VERB
cet-15703	10	18	the	the	DET
cet-15703	10	19	20	20	NUM
cet-15703	10	20	y	y	PROPN
cet-15703	10	21	system	system	NOUN
cet-15703	10	22	cost	cost	NOUN
cet-15703	10	23	.	.	PUNCT
cet-15703	11	1	the	the	DET
cet-15703	11	2	optimized	optimize	VERB
cet-15703	11	3	configuration	configuration	NOUN
cet-15703	11	4	selected	select	VERB
cet-15703	11	5	lead	lead	NOUN
cet-15703	11	6	-	-	PUNCT
cet-15703	11	7	acid	acid	NOUN
cet-15703	11	8	batteries	battery	NOUN
cet-15703	11	9	for	for	ADP
cet-15703	11	10	both	both	DET
cet-15703	11	11	units	unit	NOUN
cet-15703	11	12	,	,	PUNCT
cet-15703	11	13	with	with	ADP
cet-15703	11	14	611.21	611.21	NUM
cet-15703	11	15	kw	kw	PROPN
cet-15703	11	16	solar	solar	ADJ
cet-15703	11	17	pv	pv	NOUN
cet-15703	11	18	,	,	PUNCT
cet-15703	11	19	171.83	171.83	NUM
cet-15703	11	20	kw	kw	NOUN
cet-15703	11	21	biomass	biomass	NOUN
cet-15703	11	22	generator	generator	NOUN
cet-15703	11	23	,	,	PUNCT
cet-15703	11	24	and	and	CCONJ
cet-15703	11	25	storage	storage	NOUN
cet-15703	11	26	capacities	capacity	NOUN
cet-15703	11	27	of	of	ADP
cet-15703	11	28	388.23	388.23	NUM
cet-15703	11	29	kwh	kwh	NOUN
cet-15703	11	30	and	and	CCONJ
cet-15703	11	31	118.59	118.59	NUM
cet-15703	11	32	kwh	kwh	NOUN
cet-15703	11	33	for	for	ADP
cet-15703	11	34	the	the	DET
cet-15703	11	35	main	main	ADJ
cet-15703	11	36	and	and	CCONJ
cet-15703	11	37	secondary	secondary	ADJ
cet-15703	11	38	batteries	battery	NOUN
cet-15703	11	39	,	,	PUNCT
cet-15703	11	40	respectively	respectively	ADV
cet-15703	11	41	.	.	PUNCT
cet-15703	12	1	the	the	DET
cet-15703	12	2	total	total	ADJ
cet-15703	12	3	system	system	NOUN
cet-15703	12	4	cost	cost	NOUN
cet-15703	12	5	was	be	AUX
cet-15703	12	6	minimized	minimize	VERB
cet-15703	12	7	to	to	ADP
cet-15703	12	8	$	$	SYM
cet-15703	12	9	1,468,729	1,468,729	NUM
cet-15703	12	10	.	.	PUNCT
cet-15703	13	1	these	these	DET
cet-15703	13	2	results	result	NOUN
cet-15703	13	3	highlight	highlight	VERB
cet-15703	13	4	the	the	DET
cet-15703	13	5	effectiveness	effectiveness	NOUN
cet-15703	13	6	of	of	ADP
cet-15703	13	7	dbess	dbess	ADJ
cet-15703	13	8	in	in	ADP
cet-15703	13	9	enhancing	enhance	VERB
cet-15703	13	10	performance	performance	NOUN
cet-15703	13	11	and	and	CCONJ
cet-15703	13	12	reducing	reduce	VERB
cet-15703	13	13	long	long	ADJ
cet-15703	13	14	-	-	PUNCT
cet-15703	13	15	term	term	NOUN
cet-15703	13	16	costs	cost	NOUN
cet-15703	13	17	in	in	ADP
cet-15703	13	18	renewable	renewable	ADJ
cet-15703	13	19	hybrid	hybrid	ADJ
cet-15703	13	20	systems	system	NOUN
cet-15703	13	21	.	.	PUNCT
cet-15703	14	1	1	1	X
cet-15703	14	2	.	.	X
cet-15703	14	3	introduction	introduction	NOUN
cet-15703	14	4	the	the	DET
cet-15703	14	5	utilization	utilization	NOUN
cet-15703	14	6	of	of	ADP
cet-15703	14	7	battery	battery	NOUN
cet-15703	14	8	energy	energy	NOUN
cet-15703	14	9	storage	storage	NOUN
cet-15703	14	10	systems	system	NOUN
cet-15703	14	11	(	(	PUNCT
cet-15703	14	12	bess	bess	NOUN
cet-15703	14	13	)	)	PUNCT
cet-15703	14	14	has	have	AUX
cet-15703	14	15	been	be	AUX
cet-15703	14	16	deemed	deem	VERB
cet-15703	14	17	of	of	ADP
cet-15703	14	18	utmost	utmost	ADJ
cet-15703	14	19	importance	importance	NOUN
cet-15703	14	20	as	as	ADP
cet-15703	14	21	the	the	DET
cet-15703	14	22	world	world	NOUN
cet-15703	14	23	transitions	transition	NOUN
cet-15703	14	24	towards	towards	ADP
cet-15703	14	25	increased	increase	VERB
cet-15703	14	26	implementation	implementation	NOUN
cet-15703	14	27	of	of	ADP
cet-15703	14	28	renewable	renewable	ADJ
cet-15703	14	29	energy	energy	NOUN
cet-15703	14	30	.	.	PUNCT
cet-15703	15	1	although	although	SCONJ
cet-15703	15	2	renewable	renewable	ADJ
cet-15703	15	3	energy	energy	NOUN
cet-15703	15	4	is	be	AUX
cet-15703	15	5	abundantly	abundantly	ADV
cet-15703	15	6	available	available	ADJ
cet-15703	15	7	in	in	ADP
cet-15703	15	8	nature	nature	NOUN
cet-15703	15	9	,	,	PUNCT
cet-15703	15	10	its	its	PRON
cet-15703	15	11	intermittency	intermittency	NOUN
cet-15703	15	12	necessitates	necessitate	VERB
cet-15703	15	13	the	the	DET
cet-15703	15	14	use	use	NOUN
cet-15703	15	15	of	of	ADP
cet-15703	15	16	bess	bess	NOUN
cet-15703	15	17	.	.	PUNCT
cet-15703	16	1	excess	excess	ADJ
cet-15703	16	2	energy	energy	NOUN
cet-15703	16	3	can	can	AUX
cet-15703	16	4	be	be	AUX
cet-15703	16	5	stored	store	VERB
cet-15703	16	6	during	during	ADP
cet-15703	16	7	the	the	DET
cet-15703	16	8	availability	availability	NOUN
cet-15703	16	9	of	of	ADP
cet-15703	16	10	solar	solar	ADJ
cet-15703	16	11	power	power	NOUN
cet-15703	16	12	during	during	ADP
cet-15703	16	13	the	the	DET
cet-15703	16	14	day	day	NOUN
cet-15703	16	15	,	,	PUNCT
cet-15703	16	16	while	while	SCONJ
cet-15703	16	17	the	the	DET
cet-15703	16	18	stored	store	VERB
cet-15703	16	19	energy	energy	NOUN
cet-15703	16	20	can	can	AUX
cet-15703	16	21	be	be	AUX
cet-15703	16	22	supplied	supply	VERB
cet-15703	16	23	to	to	PART
cet-15703	16	24	meet	meet	VERB
cet-15703	16	25	demand	demand	NOUN
cet-15703	16	26	at	at	ADP
cet-15703	16	27	night	night	NOUN
cet-15703	16	28	.	.	PUNCT
cet-15703	17	1	biomass	biomass	NOUN
cet-15703	17	2	,	,	PUNCT
cet-15703	17	3	on	on	ADP
cet-15703	17	4	the	the	DET
cet-15703	17	5	other	other	ADJ
cet-15703	17	6	hand	hand	NOUN
cet-15703	17	7	,	,	PUNCT
cet-15703	17	8	has	have	AUX
cet-15703	17	9	emerged	emerge	VERB
cet-15703	17	10	as	as	ADP
cet-15703	17	11	a	a	DET
cet-15703	17	12	sustainable	sustainable	ADJ
cet-15703	17	13	fuel	fuel	NOUN
cet-15703	17	14	for	for	ADP
cet-15703	17	15	power	power	NOUN
cet-15703	17	16	generation	generation	NOUN
cet-15703	17	17	.	.	PUNCT
cet-15703	18	1	however	however	ADV
cet-15703	18	2	,	,	PUNCT
cet-15703	18	3	its	its	PRON
cet-15703	18	4	inconsistent	inconsistent	ADJ
cet-15703	18	5	supply	supply	NOUN
cet-15703	18	6	and	and	CCONJ
cet-15703	18	7	high	high	ADJ
cet-15703	18	8	cost	cost	NOUN
cet-15703	18	9	compared	compare	VERB
cet-15703	18	10	to	to	ADP
cet-15703	18	11	fossil	fossil	ADJ
cet-15703	18	12	fuels	fuel	NOUN
cet-15703	18	13	make	make	VERB
cet-15703	18	14	it	it	PRON
cet-15703	18	15	difficult	difficult	ADJ
cet-15703	18	16	to	to	PART
cet-15703	18	17	rely	rely	VERB
cet-15703	18	18	solely	solely	ADV
cet-15703	18	19	on	on	ADP
cet-15703	18	20	biomass	biomass	NOUN
cet-15703	18	21	for	for	ADP
cet-15703	18	22	an	an	DET
cet-15703	18	23	off	off	ADP
cet-15703	18	24	-	-	PUNCT
cet-15703	18	25	grid	grid	NOUN
cet-15703	18	26	power	power	NOUN
cet-15703	18	27	system	system	NOUN
cet-15703	18	28	(	(	PUNCT
cet-15703	18	29	ogunrewo	ogunrewo	ADV
cet-15703	18	30	and	and	CCONJ
cet-15703	18	31	nwulu	nwulu	VERB
cet-15703	18	32	,	,	PUNCT
cet-15703	18	33	2024	2024	NUM
cet-15703	18	34	)	)	PUNCT
cet-15703	18	35	.	.	PUNCT
cet-15703	19	1	therefore	therefore	ADV
cet-15703	19	2	,	,	PUNCT
cet-15703	19	3	the	the	DET
cet-15703	19	4	operation	operation	NOUN
cet-15703	19	5	of	of	ADP
cet-15703	19	6	an	an	DET
cet-15703	19	7	off	off	ADP
cet-15703	19	8	-	-	PUNCT
cet-15703	19	9	grid	grid	NOUN
cet-15703	19	10	power	power	NOUN
cet-15703	19	11	system	system	NOUN
cet-15703	19	12	that	that	PRON
cet-15703	19	13	integrates	integrate	VERB
cet-15703	19	14	a	a	DET
cet-15703	19	15	biomass	biomass	NOUN
cet-15703	19	16	generator	generator	NOUN
cet-15703	19	17	,	,	PUNCT
cet-15703	19	18	solar	solar	ADJ
cet-15703	19	19	pv	pv	NOUN
cet-15703	19	20	,	,	PUNCT
cet-15703	19	21	and	and	CCONJ
cet-15703	19	22	battery	battery	NOUN
cet-15703	19	23	storage	storage	NOUN
cet-15703	19	24	can	can	AUX
cet-15703	19	25	ensure	ensure	VERB
cet-15703	19	26	the	the	DET
cet-15703	19	27	delivery	delivery	NOUN
cet-15703	19	28	of	of	ADP
cet-15703	19	29	consistent	consistent	ADJ
cet-15703	19	30	and	and	CCONJ
cet-15703	19	31	stable	stable	ADJ
cet-15703	19	32	electricity	electricity	NOUN
cet-15703	19	33	to	to	PART
cet-15703	19	34	meet	meet	VERB
cet-15703	19	35	variable	variable	ADJ
cet-15703	19	36	demand	demand	NOUN
cet-15703	19	37	(	(	PUNCT
cet-15703	19	38	come	come	VERB
cet-15703	19	39	zebra	zebra	PROPN
cet-15703	19	40	et	et	NOUN
cet-15703	19	41	al	al	PROPN
cet-15703	19	42	.	.	PROPN
cet-15703	19	43	,	,	PUNCT
cet-15703	19	44	2021	2021	NUM
cet-15703	19	45	)	)	PUNCT
cet-15703	19	46	.	.	PUNCT
cet-15703	20	1	over	over	ADP
cet-15703	20	2	the	the	DET
cet-15703	20	3	past	past	ADJ
cet-15703	20	4	decades	decade	NOUN
cet-15703	20	5	,	,	PUNCT
cet-15703	20	6	the	the	DET
cet-15703	20	7	efficiency	efficiency	NOUN
cet-15703	20	8	and	and	CCONJ
cet-15703	20	9	cost	cost	NOUN
cet-15703	20	10	of	of	ADP
cet-15703	20	11	solar	solar	ADJ
cet-15703	20	12	pv	pv	NOUN
cet-15703	20	13	have	have	AUX
cet-15703	20	14	improved	improve	VERB
cet-15703	20	15	tremendously	tremendously	ADV
cet-15703	20	16	(	(	PUNCT
cet-15703	20	17	irena	irena	NOUN
cet-15703	20	18	,	,	PUNCT
cet-15703	20	19	2021	2021	NUM
cet-15703	20	20	)	)	PUNCT
cet-15703	20	21	.	.	PUNCT
cet-15703	21	1	however	however	ADV
cet-15703	21	2	,	,	PUNCT
cet-15703	21	3	energy	energy	NOUN
cet-15703	21	4	storage	storage	NOUN
cet-15703	21	5	remains	remain	VERB
cet-15703	21	6	relatively	relatively	ADV
cet-15703	21	7	expensive	expensive	ADJ
cet-15703	21	8	and	and	CCONJ
cet-15703	21	9	constitutes	constitute	VERB
cet-15703	21	10	the	the	DET
cet-15703	21	11	largest	large	ADJ
cet-15703	21	12	cost	cost	NOUN
cet-15703	21	13	component	component	NOUN
cet-15703	21	14	of	of	ADP
cet-15703	21	15	a	a	DET
cet-15703	21	16	power	power	NOUN
cet-15703	21	17	system	system	NOUN
cet-15703	21	18	(	(	PUNCT
cet-15703	21	19	balducci	balducci	PROPN
cet-15703	21	20	et	et	PROPN
cet-15703	21	21	al	al	PROPN
cet-15703	21	22	.	.	PROPN
cet-15703	21	23	,	,	PUNCT
cet-15703	21	24	2021	2021	NUM
cet-15703	21	25	)	)	PUNCT
cet-15703	21	26	.	.	PUNCT
cet-15703	22	1	as	as	ADP
cet-15703	22	2	a	a	DET
cet-15703	22	3	result	result	NOUN
cet-15703	22	4	,	,	PUNCT
cet-15703	22	5	many	many	ADJ
cet-15703	22	6	researchers	researcher	NOUN
cet-15703	22	7	have	have	AUX
cet-15703	22	8	attempted	attempt	VERB
cet-15703	22	9	to	to	PART
cet-15703	22	10	optimize	optimize	VERB
cet-15703	22	11	both	both	PRON
cet-15703	22	12	the	the	DET
cet-15703	22	13	cost	cost	NOUN
cet-15703	22	14	and	and	CCONJ
cet-15703	22	15	operation	operation	NOUN
cet-15703	22	16	of	of	ADP
cet-15703	22	17	bess	bess	PROPN
cet-15703	22	18	.	.	PUNCT
cet-15703	23	1	for	for	ADP
cet-15703	23	2	instance	instance	NOUN
cet-15703	23	3	,	,	PUNCT
cet-15703	23	4	khlifi	khlifi	PROPN
cet-15703	23	5	et	et	PROPN
cet-15703	23	6	al	al	PROPN
cet-15703	23	7	.	.	PROPN
cet-15703	24	1	(	(	PUNCT
cet-15703	24	2	2021	2021	NUM
cet-15703	24	3	)	)	PUNCT
cet-15703	24	4	proposed	propose	VERB
cet-15703	24	5	a	a	DET
cet-15703	24	6	techno	techno	NOUN
cet-15703	24	7	-	-	PUNCT
cet-15703	24	8	economic	economic	ADJ
cet-15703	24	9	optimization	optimization	NOUN
cet-15703	24	10	of	of	ADP
cet-15703	24	11	bess	bess	NOUN
cet-15703	24	12	sizing	sizing	NOUN
cet-15703	24	13	in	in	ADP
cet-15703	24	14	microgrids	microgrid	NOUN
cet-15703	24	15	.	.	PUNCT
cet-15703	25	1	sharma	sharma	PROPN
cet-15703	25	2	et	et	PROPN
cet-15703	25	3	al	al	PROPN
cet-15703	25	4	.	.	PROPN
cet-15703	25	5	(	(	PUNCT
cet-15703	25	6	2025	2025	NUM
cet-15703	25	7	)	)	PUNCT
cet-15703	25	8	developed	develop	VERB
cet-15703	25	9	an	an	DET
cet-15703	25	10	advanced	advanced	ADJ
cet-15703	25	11	control	control	NOUN
cet-15703	25	12	strategy	strategy	NOUN
cet-15703	25	13	to	to	PART
cet-15703	25	14	enhance	enhance	VERB
cet-15703	25	15	bess	bess	NOUN
cet-15703	25	16	lifespan	lifespan	NOUN
cet-15703	25	17	.	.	PUNCT
cet-15703	26	1	köppchen	köppchen	PROPN
cet-15703	26	2	et	et	PROPN
cet-15703	26	3	al	al	PROPN
cet-15703	26	4	.	.	PROPN
cet-15703	27	1	(	(	PUNCT
cet-15703	27	2	2025	2025	NUM
cet-15703	27	3	)	)	PUNCT
cet-15703	27	4	examined	examine	VERB
cet-15703	27	5	battery	battery	NOUN
cet-15703	27	6	scheduling	scheduling	NOUN
cet-15703	27	7	for	for	ADP
cet-15703	27	8	demand	demand	NOUN
cet-15703	27	9	-	-	PUNCT
cet-15703	27	10	side	side	NOUN
cet-15703	27	11	management	management	NOUN
cet-15703	27	12	.	.	PUNCT
cet-15703	28	1	chen	chen	PROPN
cet-15703	28	2	et	et	PROPN
cet-15703	28	3	al	al	PROPN
cet-15703	28	4	.	.	PROPN
cet-15703	28	5	(	(	PUNCT
cet-15703	28	6	2023	2023	NUM
cet-15703	28	7	)	)	PUNCT
cet-15703	28	8	integrated	integrate	VERB
cet-15703	28	9	time	time	NOUN
cet-15703	28	10	-	-	PUNCT
cet-15703	28	11	of	of	ADP
cet-15703	28	12	-	-	PUNCT
cet-15703	28	13	use	use	NOUN
cet-15703	28	14	tariffs	tariff	NOUN
cet-15703	28	15	with	with	ADP
cet-15703	28	16	bess	bess	NOUN
cet-15703	28	17	operation	operation	NOUN
cet-15703	28	18	.	.	PUNCT
cet-15703	29	1	symeonidou	symeonidou	PROPN
cet-15703	29	2	et	et	PROPN
cet-15703	29	3	al	al	PROPN
cet-15703	29	4	.	.	PROPN
cet-15703	30	1	(	(	PUNCT
cet-15703	30	2	2021	2021	NUM
cet-15703	30	3	)	)	PUNCT
cet-15703	30	4	focused	focus	VERB
cet-15703	30	5	on	on	ADP
cet-15703	30	6	lifecycle	lifecycle	NOUN
cet-15703	30	7	cost	cost	NOUN
cet-15703	30	8	analysis	analysis	NOUN
cet-15703	30	9	for	for	ADP
cet-15703	30	10	different	different	ADJ
cet-15703	30	11	battery	battery	NOUN
cet-15703	30	12	chemistries	chemistry	NOUN
cet-15703	30	13	in	in	ADP
cet-15703	30	14	renewable	renewable	ADJ
cet-15703	30	15	energy	energy	NOUN
cet-15703	30	16	systems	system	NOUN
cet-15703	30	17	.	.	PUNCT
cet-15703	31	1	despite	despite	SCONJ
cet-15703	31	2	these	these	DET
cet-15703	31	3	advances	advance	NOUN
cet-15703	31	4	,	,	PUNCT
cet-15703	31	5	conventional	conventional	ADJ
cet-15703	31	6	single	single	ADJ
cet-15703	31	7	-	-	PUNCT
cet-15703	31	8	battery	battery	NOUN
cet-15703	31	9	systems	system	NOUN
cet-15703	31	10	often	often	ADV
cet-15703	31	11	face	face	VERB
cet-15703	31	12	limitations	limitation	NOUN
cet-15703	31	13	in	in	ADP
cet-15703	31	14	terms	term	NOUN
cet-15703	31	15	of	of	ADP
cet-15703	31	16	flexibility	flexibility	NOUN
cet-15703	31	17	,	,	PUNCT
cet-15703	31	18	cycling	cycling	NOUN
cet-15703	31	19	efficiency	efficiency	NOUN
cet-15703	31	20	,	,	PUNCT
cet-15703	31	21	and	and	CCONJ
cet-15703	31	22	system	system	NOUN
cet-15703	31	23	degradation	degradation	NOUN
cet-15703	31	24	.	.	PUNCT
cet-15703	32	1	a	a	DET
cet-15703	32	2	promising	promising	ADJ
cet-15703	32	3	configuration	configuration	NOUN
cet-15703	32	4	that	that	PRON
cet-15703	32	5	has	have	AUX
cet-15703	32	6	shown	show	VERB
cet-15703	32	7	improved	improved	ADJ
cet-15703	32	8	performance	performance	NOUN
cet-15703	32	9	is	be	AUX
cet-15703	32	10	the	the	DET
cet-15703	32	11	dual	dual	ADJ
cet-15703	32	12	-	-	PUNCT
cet-15703	32	13	battery	battery	NOUN
cet-15703	32	14	energy	energy	NOUN
cet-15703	32	15	storage	storage	NOUN
cet-15703	32	16	system	system	NOUN
cet-15703	32	17	(	(	PUNCT
cet-15703	32	18	dbess	dbess	ADJ
cet-15703	32	19	)	)	PUNCT
cet-15703	32	20	(	(	PUNCT
cet-15703	32	21	neto	neto	NOUN
cet-15703	32	22	et	et	PROPN
cet-15703	32	23	al	al	PROPN
cet-15703	32	24	.	.	PROPN
cet-15703	32	25	,	,	PUNCT
cet-15703	32	26	2018	2018	NUM
cet-15703	32	27	)	)	PUNCT
cet-15703	32	28	.	.	PUNCT
cet-15703	33	1	in	in	ADP
cet-15703	33	2	dbess	dbess	ADJ
cet-15703	33	3	,	,	PUNCT
cet-15703	33	4	two	two	NUM
cet-15703	33	5	types	type	NOUN
cet-15703	33	6	of	of	ADP
cet-15703	33	7	batteries	battery	NOUN
cet-15703	33	8	—	—	PUNCT
cet-15703	33	9	main	main	ADJ
cet-15703	33	10	and	and	CCONJ
cet-15703	33	11	secondary	secondary	ADJ
cet-15703	33	12	—	—	PUNCT
cet-15703	33	13	work	work	NOUN
cet-15703	33	14	in	in	ADP
cet-15703	33	15	a	a	DET
cet-15703	33	16	complementary	complementary	ADJ
cet-15703	33	17	manner	manner	NOUN
cet-15703	33	18	,	,	PUNCT
cet-15703	33	19	each	each	PRON
cet-15703	33	20	serving	serve	VERB
cet-15703	33	21	different	different	ADJ
cet-15703	33	22	purposes	purpose	NOUN
cet-15703	33	23	within	within	ADP
cet-15703	33	24	the	the	DET
cet-15703	33	25	power	power	NOUN
cet-15703	33	26	system	system	NOUN
cet-15703	33	27	.	.	PUNCT
cet-15703	34	1	the	the	DET
cet-15703	34	2	463	463	NUM
cet-15703	34	3	main	main	ADJ
cet-15703	34	4	battery	battery	NOUN
cet-15703	34	5	typically	typically	ADV
cet-15703	34	6	handles	handle	VERB
cet-15703	34	7	bulk	bulk	ADJ
cet-15703	34	8	energy	energy	NOUN
cet-15703	34	9	shifting	shifting	NOUN
cet-15703	34	10	,	,	PUNCT
cet-15703	34	11	while	while	SCONJ
cet-15703	34	12	the	the	DET
cet-15703	34	13	secondary	secondary	ADJ
cet-15703	34	14	battery	battery	NOUN
cet-15703	34	15	manages	manage	VERB
cet-15703	34	16	short	short	ADJ
cet-15703	34	17	duration	duration	NOUN
cet-15703	34	18	loads	load	NOUN
cet-15703	34	19	or	or	CCONJ
cet-15703	34	20	transient	transient	ADJ
cet-15703	34	21	events	event	NOUN
cet-15703	34	22	(	(	PUNCT
cet-15703	34	23	atawi	atawi	PROPN
cet-15703	34	24	et	et	PROPN
cet-15703	34	25	al	al	PROPN
cet-15703	34	26	.	.	PROPN
cet-15703	34	27	,	,	PUNCT
cet-15703	34	28	2022	2022	NUM
cet-15703	34	29	)	)	PUNCT
cet-15703	34	30	.	.	PUNCT
cet-15703	35	1	this	this	DET
cet-15703	35	2	arrangement	arrangement	NOUN
cet-15703	35	3	can	can	AUX
cet-15703	35	4	enhance	enhance	VERB
cet-15703	35	5	overall	overall	ADJ
cet-15703	35	6	system	system	NOUN
cet-15703	35	7	performance	performance	NOUN
cet-15703	35	8	,	,	PUNCT
cet-15703	35	9	reduce	reduce	VERB
cet-15703	35	10	battery	battery	NOUN
cet-15703	35	11	stress	stress	NOUN
cet-15703	35	12	,	,	PUNCT
cet-15703	35	13	and	and	CCONJ
cet-15703	35	14	extend	extend	VERB
cet-15703	35	15	operational	operational	ADJ
cet-15703	35	16	life	life	NOUN
cet-15703	35	17	.	.	PUNCT
cet-15703	36	1	nevertheless	nevertheless	ADV
cet-15703	36	2	,	,	PUNCT
cet-15703	36	3	the	the	DET
cet-15703	36	4	application	application	NOUN
cet-15703	36	5	of	of	ADP
cet-15703	36	6	dbess	dbess	ADJ
cet-15703	36	7	in	in	ADP
cet-15703	36	8	hybrid	hybrid	ADJ
cet-15703	36	9	off	off	ADP
cet-15703	36	10	-	-	PUNCT
cet-15703	36	11	grid	grid	NOUN
cet-15703	36	12	systems	system	NOUN
cet-15703	36	13	remains	remain	VERB
cet-15703	36	14	underexplored	underexplored	ADJ
cet-15703	36	15	,	,	PUNCT
cet-15703	36	16	particularly	particularly	ADV
cet-15703	36	17	in	in	ADP
cet-15703	36	18	configurations	configuration	NOUN
cet-15703	36	19	involving	involve	VERB
cet-15703	36	20	both	both	CCONJ
cet-15703	36	21	renewable	renewable	ADJ
cet-15703	36	22	and	and	CCONJ
cet-15703	36	23	biomass	biomass	NOUN
cet-15703	36	24	-	-	PUNCT
cet-15703	36	25	based	base	VERB
cet-15703	36	26	generation	generation	NOUN
cet-15703	36	27	.	.	PUNCT
cet-15703	37	1	given	give	VERB
cet-15703	37	2	the	the	DET
cet-15703	37	3	complexity	complexity	NOUN
cet-15703	37	4	of	of	ADP
cet-15703	37	5	managing	manage	VERB
cet-15703	37	6	energy	energy	NOUN
cet-15703	37	7	flows	flow	NOUN
cet-15703	37	8	between	between	ADP
cet-15703	37	9	multiple	multiple	ADJ
cet-15703	37	10	generation	generation	NOUN
cet-15703	37	11	sources	source	NOUN
cet-15703	37	12	and	and	CCONJ
cet-15703	37	13	two	two	NUM
cet-15703	37	14	energy	energy	NOUN
cet-15703	37	15	storage	storage	NOUN
cet-15703	37	16	systems	system	NOUN
cet-15703	37	17	,	,	PUNCT
cet-15703	37	18	modelling	model	VERB
cet-15703	37	19	serves	serve	VERB
cet-15703	37	20	as	as	ADP
cet-15703	37	21	a	a	DET
cet-15703	37	22	vital	vital	ADJ
cet-15703	37	23	tool	tool	NOUN
cet-15703	37	24	to	to	PART
cet-15703	37	25	understand	understand	VERB
cet-15703	37	26	system	system	NOUN
cet-15703	37	27	interactions	interaction	NOUN
cet-15703	37	28	and	and	CCONJ
cet-15703	37	29	improve	improve	VERB
cet-15703	37	30	operational	operational	ADJ
cet-15703	37	31	strategies	strategy	NOUN
cet-15703	37	32	(	(	PUNCT
cet-15703	37	33	tezer	tezer	NOUN
cet-15703	37	34	,	,	PUNCT
cet-15703	37	35	2025	2025	NUM
cet-15703	37	36	)	)	PUNCT
cet-15703	37	37	.	.	PUNCT
cet-15703	38	1	while	while	SCONJ
cet-15703	38	2	single	single	ADJ
cet-15703	38	3	-	-	PUNCT
cet-15703	38	4	battery	battery	NOUN
cet-15703	38	5	systems	system	NOUN
cet-15703	38	6	have	have	AUX
cet-15703	38	7	been	be	AUX
cet-15703	38	8	widely	widely	ADV
cet-15703	38	9	modelled	model	VERB
cet-15703	38	10	,	,	PUNCT
cet-15703	38	11	research	research	NOUN
cet-15703	38	12	on	on	ADP
cet-15703	38	13	the	the	DET
cet-15703	38	14	dynamic	dynamic	ADJ
cet-15703	38	15	modelling	modelling	NOUN
cet-15703	38	16	and	and	CCONJ
cet-15703	38	17	simulation	simulation	NOUN
cet-15703	38	18	of	of	ADP
cet-15703	38	19	dbess	dbess	ADJ
cet-15703	38	20	remains	remain	VERB
cet-15703	38	21	scarce	scarce	ADJ
cet-15703	38	22	,	,	PUNCT
cet-15703	38	23	particularly	particularly	ADV
cet-15703	38	24	in	in	ADP
cet-15703	38	25	hybrid	hybrid	ADJ
cet-15703	38	26	configurations	configuration	NOUN
cet-15703	38	27	combining	combine	VERB
cet-15703	38	28	solar	solar	ADJ
cet-15703	38	29	pv	pv	NOUN
cet-15703	38	30	and	and	CCONJ
cet-15703	38	31	biomass	biomass	NOUN
cet-15703	38	32	generation	generation	NOUN
cet-15703	38	33	.	.	PUNCT
cet-15703	39	1	this	this	DET
cet-15703	39	2	paper	paper	NOUN
cet-15703	39	3	presents	present	VERB
cet-15703	39	4	a	a	DET
cet-15703	39	5	comprehensive	comprehensive	ADJ
cet-15703	39	6	model	model	NOUN
cet-15703	39	7	that	that	PRON
cet-15703	39	8	simulates	simulate	VERB
cet-15703	39	9	the	the	DET
cet-15703	39	10	energy	energy	NOUN
cet-15703	39	11	flow	flow	NOUN
cet-15703	39	12	,	,	PUNCT
cet-15703	39	13	battery	battery	NOUN
cet-15703	39	14	charge	charge	NOUN
cet-15703	39	15	-	-	PUNCT
cet-15703	39	16	discharge	discharge	NOUN
cet-15703	39	17	cycles	cycle	NOUN
cet-15703	39	18	,	,	PUNCT
cet-15703	39	19	and	and	CCONJ
cet-15703	39	20	generator	generator	NOUN
cet-15703	39	21	utilization	utilization	NOUN
cet-15703	39	22	within	within	ADP
cet-15703	39	23	such	such	DET
cet-15703	39	24	a	a	DET
cet-15703	39	25	hybrid	hybrid	ADJ
cet-15703	39	26	system	system	NOUN
cet-15703	39	27	.	.	PUNCT
cet-15703	40	1	the	the	DET
cet-15703	40	2	objective	objective	NOUN
cet-15703	40	3	is	be	AUX
cet-15703	40	4	to	to	PART
cet-15703	40	5	evaluate	evaluate	VERB
cet-15703	40	6	the	the	DET
cet-15703	40	7	performance	performance	NOUN
cet-15703	40	8	,	,	PUNCT
cet-15703	40	9	energy	energy	NOUN
cet-15703	40	10	balance	balance	NOUN
cet-15703	40	11	,	,	PUNCT
cet-15703	40	12	and	and	CCONJ
cet-15703	40	13	cost	cost	NOUN
cet-15703	40	14	implications	implication	NOUN
cet-15703	40	15	of	of	ADP
cet-15703	40	16	dbess	dbess	ADJ
cet-15703	40	17	integration	integration	NOUN
cet-15703	40	18	,	,	PUNCT
cet-15703	40	19	offering	offer	VERB
cet-15703	40	20	guidance	guidance	NOUN
cet-15703	40	21	for	for	ADP
cet-15703	40	22	designing	design	VERB
cet-15703	40	23	efficient	efficient	ADJ
cet-15703	40	24	off	off	ADP
cet-15703	40	25	-	-	PUNCT
cet-15703	40	26	grid	grid	VERB
cet-15703	40	27	renewable	renewable	ADJ
cet-15703	40	28	power	power	NOUN
cet-15703	40	29	systems	system	NOUN
cet-15703	40	30	.	.	PUNCT
cet-15703	41	1	2	2	X
cet-15703	41	2	.	.	X
cet-15703	41	3	methodology	methodology	NOUN
cet-15703	41	4	this	this	DET
cet-15703	41	5	section	section	NOUN
cet-15703	41	6	presents	present	VERB
cet-15703	41	7	the	the	DET
cet-15703	41	8	methodology	methodology	NOUN
cet-15703	41	9	used	use	VERB
cet-15703	41	10	in	in	ADP
cet-15703	41	11	this	this	DET
cet-15703	41	12	paper	paper	NOUN
cet-15703	41	13	.	.	PUNCT
cet-15703	42	1	the	the	DET
cet-15703	42	2	first	first	ADJ
cet-15703	42	3	part	part	NOUN
cet-15703	42	4	outlines	outline	VERB
cet-15703	42	5	the	the	DET
cet-15703	42	6	general	general	ADJ
cet-15703	42	7	algebraic	algebraic	ADJ
cet-15703	42	8	modeling	modeling	NOUN
cet-15703	42	9	system	system	NOUN
cet-15703	42	10	(	(	PUNCT
cet-15703	42	11	gams	gams	PROPN
cet-15703	42	12	)	)	PUNCT
cet-15703	42	13	mathematical	mathematical	ADJ
cet-15703	42	14	model	model	NOUN
cet-15703	42	15	formulation	formulation	NOUN
cet-15703	42	16	for	for	ADP
cet-15703	42	17	the	the	DET
cet-15703	42	18	renewable	renewable	ADJ
cet-15703	42	19	energy	energy	NOUN
cet-15703	42	20	power	power	NOUN
cet-15703	42	21	system	system	NOUN
cet-15703	42	22	with	with	ADP
cet-15703	42	23	dbess	dbess	ADJ
cet-15703	42	24	,	,	PUNCT
cet-15703	42	25	while	while	SCONJ
cet-15703	42	26	the	the	DET
cet-15703	42	27	second	second	ADJ
cet-15703	42	28	part	part	NOUN
cet-15703	42	29	describes	describe	VERB
cet-15703	42	30	the	the	DET
cet-15703	42	31	data	data	NOUN
cet-15703	42	32	inputs	input	NOUN
cet-15703	42	33	for	for	ADP
cet-15703	42	34	the	the	DET
cet-15703	42	35	model	model	NOUN
cet-15703	42	36	.	.	PUNCT
cet-15703	43	1	2.1	2.1	NUM
cet-15703	43	2	mathematical	mathematical	ADJ
cet-15703	43	3	formulation	formulation	NOUN
cet-15703	43	4	a	a	DET
cet-15703	43	5	gams	gams	NOUN
cet-15703	43	6	-	-	PUNCT
cet-15703	43	7	based	base	VERB
cet-15703	43	8	mathematical	mathematical	ADJ
cet-15703	43	9	model	model	NOUN
cet-15703	43	10	is	be	AUX
cet-15703	43	11	developed	develop	VERB
cet-15703	43	12	with	with	ADP
cet-15703	43	13	the	the	DET
cet-15703	43	14	objective	objective	NOUN
cet-15703	43	15	of	of	ADP
cet-15703	43	16	minimizing	minimize	VERB
cet-15703	43	17	the	the	DET
cet-15703	43	18	cost	cost	NOUN
cet-15703	43	19	of	of	ADP
cet-15703	43	20	an	an	DET
cet-15703	43	21	off	off	ADP
cet-15703	43	22	-	-	PUNCT
cet-15703	43	23	grid	grid	NOUN
cet-15703	43	24	power	power	NOUN
cet-15703	43	25	system	system	NOUN
cet-15703	43	26	comprising	comprise	VERB
cet-15703	43	27	a	a	DET
cet-15703	43	28	biomass	biomass	NOUN
cet-15703	43	29	generator	generator	NOUN
cet-15703	43	30	,	,	PUNCT
cet-15703	43	31	solar	solar	ADJ
cet-15703	43	32	pv	pv	NOUN
cet-15703	43	33	,	,	PUNCT
cet-15703	43	34	and	and	CCONJ
cet-15703	43	35	the	the	DET
cet-15703	43	36	main	main	ADJ
cet-15703	43	37	battery	battery	NOUN
cet-15703	43	38	and	and	CCONJ
cet-15703	43	39	secondary	secondary	ADJ
cet-15703	43	40	battery	battery	NOUN
cet-15703	43	41	.	.	PUNCT
cet-15703	44	1	the	the	DET
cet-15703	44	2	model	model	NOUN
cet-15703	44	3	minimize	minimize	VERB
cet-15703	44	4	the	the	DET
cet-15703	44	5	total	total	ADJ
cet-15703	44	6	system	system	NOUN
cet-15703	44	7	cost	cost	VERB
cet-15703	44	8	over	over	ADP
cet-15703	44	9	20	20	NUM
cet-15703	44	10	y	y	NOUN
cet-15703	44	11	,	,	PUNCT
cet-15703	44	12	which	which	PRON
cet-15703	44	13	align	align	VERB
cet-15703	44	14	with	with	ADP
cet-15703	44	15	the	the	DET
cet-15703	44	16	typical	typical	ADJ
cet-15703	44	17	lifespan	lifespan	NOUN
cet-15703	44	18	of	of	ADP
cet-15703	44	19	solar	solar	ADJ
cet-15703	44	20	pv	pv	NOUN
cet-15703	44	21	systems	system	NOUN
cet-15703	44	22	(	(	PUNCT
cet-15703	44	23	approximately	approximately	ADV
cet-15703	44	24	20–25	20–25	NUM
cet-15703	44	25	y	y	NOUN
cet-15703	44	26	)	)	PUNCT
cet-15703	44	27	and	and	CCONJ
cet-15703	44	28	to	to	PART
cet-15703	44	29	provide	provide	VERB
cet-15703	44	30	a	a	DET
cet-15703	44	31	sufficient	sufficient	ADJ
cet-15703	44	32	time	time	NOUN
cet-15703	44	33	horizon	horizon	NOUN
cet-15703	44	34	for	for	ADP
cet-15703	44	35	assessing	assess	VERB
cet-15703	44	36	the	the	DET
cet-15703	44	37	cost	cost	NOUN
cet-15703	44	38	-	-	PUNCT
cet-15703	44	39	effectiveness	effectiveness	NOUN
cet-15703	44	40	and	and	CCONJ
cet-15703	44	41	replacement	replacement	NOUN
cet-15703	44	42	cycles	cycle	NOUN
cet-15703	44	43	of	of	ADP
cet-15703	44	44	the	the	DET
cet-15703	44	45	energy	energy	NOUN
cet-15703	44	46	storage	storage	NOUN
cet-15703	44	47	systems	system	NOUN
cet-15703	44	48	,	,	PUNCT
cet-15703	44	49	as	as	SCONJ
cet-15703	44	50	defined	define	VERB
cet-15703	44	51	in	in	ADP
cet-15703	44	52	eq(1	eq(1	NOUN
cet-15703	44	53	)	)	PUNCT
cet-15703	44	54	.	.	PUNCT
cet-15703	45	1	𝑀𝑖𝑛𝑖𝑚𝑖𝑧𝑒	𝑀𝑖𝑛𝑖𝑚𝑖𝑧𝑒	PROPN
cet-15703	45	2	𝐶𝑜𝑠𝑡	𝐶𝑜𝑠𝑡	PROPN
cet-15703	45	3	=	=	PROPN
cet-15703	45	4	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	NOUN
cet-15703	45	5	+	+	CCONJ
cet-15703	45	6	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	NOUN
cet-15703	45	7	+	+	CCONJ
cet-15703	45	8	𝐸𝑆𝑐𝑜𝑠𝑡1	𝐸𝑆𝑐𝑜𝑠𝑡1	PROPN
cet-15703	45	9	+	+	CCONJ
cet-15703	45	10	𝐸𝑆𝑐𝑜𝑠𝑡2	𝐸𝑆𝑐𝑜𝑠𝑡2	PROPN
cet-15703	45	11	(	(	PUNCT
cet-15703	45	12	1	1	NUM
cet-15703	45	13	)	)	PUNCT
cet-15703	45	14	eq(2	eq(2	ADJ
cet-15703	45	15	)	)	PUNCT
cet-15703	45	16	calculates	calculate	VERB
cet-15703	45	17	the	the	DET
cet-15703	45	18	total	total	ADJ
cet-15703	45	19	solar	solar	ADJ
cet-15703	45	20	pv	pv	NOUN
cet-15703	45	21	cost	cost	NOUN
cet-15703	45	22	(	(	PUNCT
cet-15703	45	23	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	PROPN
cet-15703	45	24	)	)	PUNCT
cet-15703	45	25	using	use	VERB
cet-15703	45	26	its	its	PRON
cet-15703	45	27	installed	instal	VERB
cet-15703	45	28	capacity	capacity	NOUN
cet-15703	45	29	(	(	PUNCT
cet-15703	45	30	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	PROPN
cet-15703	45	31	)	)	PUNCT
cet-15703	45	32	,	,	PUNCT
cet-15703	45	33	capital	capital	NOUN
cet-15703	45	34	cost	cost	NOUN
cet-15703	45	35	(	(	PUNCT
cet-15703	45	36	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝𝑐𝑜𝑠𝑡	PROPN
cet-15703	45	37	)	)	PUNCT
cet-15703	45	38	,	,	PUNCT
cet-15703	45	39	and	and	CCONJ
cet-15703	45	40	fixed	fix	VERB
cet-15703	45	41	o&m	o&m	PROPN
cet-15703	45	42	cost	cost	NOUN
cet-15703	45	43	(	(	PUNCT
cet-15703	45	44	𝑠𝑜𝑙𝑎𝑟𝑓𝑖𝑥𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑓𝑖𝑥𝑐𝑜𝑠𝑡	NOUN
cet-15703	45	45	)	)	PUNCT
cet-15703	45	46	over	over	ADP
cet-15703	45	47	20	20	NUM
cet-15703	45	48	y.	y.	PROPN
cet-15703	45	49	eq(3	eq(3	NOUN
cet-15703	45	50	)	)	PUNCT
cet-15703	45	51	defines	define	VERB
cet-15703	45	52	the	the	DET
cet-15703	45	53	biomass	biomass	NOUN
cet-15703	45	54	cost	cost	NOUN
cet-15703	45	55	(	(	PUNCT
cet-15703	45	56	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	PROPN
cet-15703	45	57	)	)	PUNCT
cet-15703	45	58	,	,	PUNCT
cet-15703	45	59	combining	combine	VERB
cet-15703	45	60	generation	generation	NOUN
cet-15703	45	61	(	(	PUNCT
cet-15703	45	62	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	NOUN
cet-15703	45	63	)	)	PUNCT
cet-15703	45	64	)	)	PUNCT
cet-15703	45	65	with	with	ADP
cet-15703	45	66	its	its	PRON
cet-15703	45	67	variable	variable	ADJ
cet-15703	45	68	cost	cost	NOUN
cet-15703	45	69	(	(	PUNCT
cet-15703	45	70	𝑏𝑖𝑜𝑣𝑎𝑟𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑣𝑎𝑟𝑐𝑜𝑠𝑡	NOUN
cet-15703	45	71	)	)	PUNCT
cet-15703	45	72	,	,	PUNCT
cet-15703	45	73	fuel	fuel	NOUN
cet-15703	45	74	use	use	NOUN
cet-15703	45	75	(	(	PUNCT
cet-15703	45	76	𝑏𝑖𝑜𝑢𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛	𝑏𝑖𝑜𝑢𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛	NOUN
cet-15703	45	77	)	)	PUNCT
cet-15703	45	78	with	with	ADP
cet-15703	45	79	cost	cost	NOUN
cet-15703	45	80	(	(	PUNCT
cet-15703	45	81	𝑏𝑖𝑜𝑓𝑢𝑒𝑙𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑓𝑢𝑒𝑙𝑐𝑜𝑠𝑡	NOUN
cet-15703	45	82	)	)	PUNCT
cet-15703	45	83	,	,	PUNCT
cet-15703	45	84	and	and	CCONJ
cet-15703	45	85	capacity	capacity	NOUN
cet-15703	45	86	(	(	PUNCT
cet-15703	45	87	𝑏𝑖𝑜𝑐𝑎𝑝	𝑏𝑖𝑜𝑐𝑎𝑝	NOUN
cet-15703	45	88	)	)	PUNCT
cet-15703	45	89	with	with	ADP
cet-15703	45	90	capital	capital	NOUN
cet-15703	45	91	(	(	PUNCT
cet-15703	45	92	𝑏𝑖𝑜𝑐𝑎𝑝𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑐𝑎𝑝𝑐𝑜𝑠𝑡	PROPN
cet-15703	45	93	)	)	PUNCT
cet-15703	45	94	and	and	CCONJ
cet-15703	45	95	fixed	fix	VERB
cet-15703	45	96	o&m	o&m	PROPN
cet-15703	45	97	costs	cost	NOUN
cet-15703	45	98	(	(	PUNCT
cet-15703	45	99	𝑏𝑖𝑜𝑓𝑖𝑥𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑓𝑖𝑥𝑐𝑜𝑠𝑡	PROPN
cet-15703	45	100	)	)	PUNCT
cet-15703	45	101	.	.	PUNCT
cet-15703	46	1	eq(4	eq(4	PROPN
cet-15703	46	2	)	)	PUNCT
cet-15703	46	3	and	and	CCONJ
cet-15703	46	4	eq(5	eq(5	NOUN
cet-15703	46	5	)	)	PUNCT
cet-15703	46	6	compute	compute	NOUN
cet-15703	46	7	costs	cost	NOUN
cet-15703	46	8	for	for	ADP
cet-15703	46	9	the	the	DET
cet-15703	46	10	main	main	ADJ
cet-15703	46	11	and	and	CCONJ
cet-15703	46	12	secondary	secondary	ADJ
cet-15703	46	13	batteries	battery	NOUN
cet-15703	46	14	,	,	PUNCT
cet-15703	46	15	respectively	respectively	ADV
cet-15703	46	16	,	,	PUNCT
cet-15703	46	17	based	base	VERB
cet-15703	46	18	on	on	ADP
cet-15703	46	19	energy	energy	NOUN
cet-15703	46	20	(	(	PUNCT
cet-15703	46	21	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1/2	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1/2	PROPN
cet-15703	46	22	)	)	PUNCT
cet-15703	46	23	and	and	CCONJ
cet-15703	46	24	power	power	NOUN
cet-15703	46	25	capacities	capacity	NOUN
cet-15703	46	26	(	(	PUNCT
cet-15703	46	27	𝑐𝑎𝑝𝐸𝑆𝑃1/2	𝑐𝑎𝑝𝐸𝑆𝑃1/2	PROPN
cet-15703	46	28	)	)	PUNCT
cet-15703	46	29	,	,	PUNCT
cet-15703	46	30	their	their	PRON
cet-15703	46	31	capital	capital	NOUN
cet-15703	46	32	(	(	PUNCT
cet-15703	46	33	𝐸𝑆𝐸𝑐𝑜𝑠𝑡1/2	𝐸𝑆𝐸𝑐𝑜𝑠𝑡1/2	NUM
cet-15703	46	34	,	,	PUNCT
cet-15703	46	35	𝐸𝑆𝑃𝑐𝑜𝑠𝑡1/2	𝐸𝑆𝑃𝑐𝑜𝑠𝑡1/2	NUM
cet-15703	46	36	)	)	PUNCT
cet-15703	46	37	and	and	CCONJ
cet-15703	46	38	fixed	fix	VERB
cet-15703	46	39	o&m	o&m	PROPN
cet-15703	46	40	(	(	PUNCT
cet-15703	46	41	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡1/2	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡1/2	NUM
cet-15703	46	42	)	)	PUNCT
cet-15703	46	43	costs	cost	NOUN
cet-15703	46	44	.	.	PUNCT
cet-15703	47	1	battery	battery	NOUN
cet-15703	47	2	replacements	replacement	NOUN
cet-15703	47	3	are	be	AUX
cet-15703	47	4	included	include	VERB
cet-15703	47	5	:	:	PUNCT
cet-15703	47	6	once	once	ADV
cet-15703	47	7	for	for	ADP
cet-15703	47	8	the	the	DET
cet-15703	47	9	main	main	ADJ
cet-15703	47	10	(	(	PUNCT
cet-15703	47	11	10	10	NUM
cet-15703	47	12	y	y	PROPN
cet-15703	47	13	lifespan	lifespan	PROPN
cet-15703	47	14	)	)	PUNCT
cet-15703	47	15	and	and	CCONJ
cet-15703	47	16	three	three	NUM
cet-15703	47	17	times	time	NOUN
cet-15703	47	18	for	for	ADP
cet-15703	47	19	the	the	DET
cet-15703	47	20	secondary	secondary	ADJ
cet-15703	47	21	(	(	PUNCT
cet-15703	47	22	5	5	NUM
cet-15703	47	23	y	y	NOUN
cet-15703	47	24	)	)	PUNCT
cet-15703	47	25	,	,	PUNCT
cet-15703	47	26	using	use	VERB
cet-15703	47	27	multipliers	multiplier	NOUN
cet-15703	47	28	of	of	ADP
cet-15703	47	29	2	2	NUM
cet-15703	47	30	and	and	CCONJ
cet-15703	47	31	4	4	NUM
cet-15703	47	32	.	.	PUNCT
cet-15703	48	1	no	no	DET
cet-15703	48	2	replacements	replacement	NOUN
cet-15703	48	3	are	be	AUX
cet-15703	48	4	needed	need	VERB
cet-15703	48	5	for	for	ADP
cet-15703	48	6	solar	solar	ADJ
cet-15703	48	7	or	or	CCONJ
cet-15703	48	8	biomass	biomass	NOUN
cet-15703	48	9	(	(	PUNCT
cet-15703	48	10	25	25	NUM
cet-15703	48	11	y	y	PROPN
cet-15703	48	12	lifespan	lifespan	NOUN
cet-15703	48	13	)	)	PUNCT
cet-15703	48	14	.	.	PUNCT
cet-15703	49	1	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑐𝑜𝑠𝑡	PROPN
cet-15703	49	2	=	=	SYM
cet-15703	50	1	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	PROPN
cet-15703	50	2	∙	∙	PROPN
cet-15703	50	3	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝𝑐𝑜𝑠𝑡	PROPN
cet-15703	50	4	+	+	CCONJ
cet-15703	50	5	(	(	PUNCT
cet-15703	50	6	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	PROPN
cet-15703	50	7	∙	∙	PROPN
cet-15703	50	8	𝑠𝑜𝑙𝑎𝑟𝑓𝑖𝑥𝑐𝑜𝑠𝑡	𝑠𝑜𝑙𝑎𝑟𝑓𝑖𝑥𝑐𝑜𝑠𝑡	PROPN
cet-15703	50	9	)	)	PUNCT
cet-15703	50	10	∙	∙	PROPN
cet-15703	50	11	20	20	NUM
cet-15703	50	12	(	(	PUNCT
cet-15703	50	13	2	2	NUM
cet-15703	50	14	)	)	PUNCT
cet-15703	50	15	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑐𝑜𝑠𝑡	NOUN
cet-15703	50	16	=	=	PRON
cet-15703	50	17	𝛴𝑡𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝛴𝑡𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	X
cet-15703	50	18	)	)	PUNCT
cet-15703	50	19	·	·	PUNCT
cet-15703	50	20	𝑏𝑖𝑜𝑣𝑎𝑟𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑣𝑎𝑟𝑐𝑜𝑠𝑡	NOUN
cet-15703	50	21	+	+	CCONJ
cet-15703	50	22	𝑏𝑖𝑜𝑢𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛	𝑏𝑖𝑜𝑢𝑡𝑖𝑙𝑖𝑧𝑎𝑡𝑖𝑜𝑛	ADJ
cet-15703	50	23	·	·	PUNCT
cet-15703	50	24	𝑏𝑖𝑜𝑓𝑢𝑒𝑙𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑓𝑢𝑒𝑙𝑐𝑜𝑠𝑡	NOUN
cet-15703	50	25	+	+	X
cet-15703	50	26	𝑏𝑖𝑜𝑐𝑎𝑝	𝑏𝑖𝑜𝑐𝑎𝑝	NOUN
cet-15703	50	27	·	·	PUNCT
cet-15703	50	28	𝑏𝑖𝑜𝑐𝑎𝑝𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑐𝑎𝑝𝑐𝑜𝑠𝑡	PROPN
cet-15703	50	29	+	+	CCONJ
cet-15703	50	30	(	(	PUNCT
cet-15703	50	31	𝑏𝑖𝑜𝑐𝑎𝑝	𝑏𝑖𝑜𝑐𝑎𝑝	NOUN
cet-15703	50	32	·	·	PUNCT
cet-15703	50	33	𝑏𝑖𝑜𝑓𝑖𝑥𝑐𝑜𝑠𝑡	𝑏𝑖𝑜𝑓𝑖𝑥𝑐𝑜𝑠𝑡	PROPN
cet-15703	50	34	)	)	PUNCT
cet-15703	50	35	·	·	PUNCT
cet-15703	50	36	20	20	NUM
cet-15703	50	37	(	(	PUNCT
cet-15703	50	38	3	3	NUM
cet-15703	50	39	)	)	PUNCT
cet-15703	50	40	𝐸𝑆𝑐𝑜𝑠𝑡1	𝐸𝑆𝑐𝑜𝑠𝑡1	X
cet-15703	50	41	=	=	PUNCT
cet-15703	50	42	(	(	PUNCT
cet-15703	50	43	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1	PROPN
cet-15703	50	44	·	·	PUNCT
cet-15703	50	45	𝐸𝑆𝐸𝑐𝑜𝑠𝑡1	𝐸𝑆𝐸𝑐𝑜𝑠𝑡1	X
cet-15703	51	1	+	+	CCONJ
cet-15703	51	2	𝑐𝑎𝑝𝐸𝑆𝑃1	𝑐𝑎𝑝𝐸𝑆𝑃1	PROPN
cet-15703	51	3	·	·	PUNCT
cet-15703	51	4	𝐸𝑆𝑃𝑐𝑜𝑠𝑡1	𝐸𝑆𝑃𝑐𝑜𝑠𝑡1	X
cet-15703	51	5	)	)	PUNCT
cet-15703	51	6	·	·	PUNCT
cet-15703	52	1	2	2	NUM
cet-15703	52	2	+	+	NUM
cet-15703	52	3	𝑐𝑎𝑝𝐸𝑆𝑃1	𝑐𝑎𝑝𝐸𝑆𝑃1	X
cet-15703	52	4	·	·	PUNCT
cet-15703	52	5	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡1	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡1	NOUN
cet-15703	52	6	·	·	PUNCT
cet-15703	52	7	20	20	NUM
cet-15703	52	8	(	(	PUNCT
cet-15703	52	9	4	4	NUM
cet-15703	52	10	)	)	PUNCT
cet-15703	52	11	𝐸𝑆𝑐𝑜𝑠𝑡2	𝐸𝑆𝑐𝑜𝑠𝑡2	NOUN
cet-15703	52	12	=	=	SYM
cet-15703	52	13	(	(	PUNCT
cet-15703	52	14	𝐴𝑐𝑎𝑝𝐸𝑆𝐸2	𝐴𝑐𝑎𝑝𝐸𝑆𝐸2	PROPN
cet-15703	52	15	·	·	PUNCT
cet-15703	52	16	𝐸𝑆𝐸𝑐𝑜𝑠𝑡2	𝐸𝑆𝐸𝑐𝑜𝑠𝑡2	X
cet-15703	52	17	+	+	NUM
cet-15703	52	18	𝑐𝑎𝑝𝐸𝑆𝑃2	𝑐𝑎𝑝𝐸𝑆𝑃2	PROPN
cet-15703	52	19	·	·	PUNCT
cet-15703	52	20	𝐸𝑆𝑃𝑐𝑜𝑠𝑡2	𝐸𝑆𝑃𝑐𝑜𝑠𝑡2	SYM
cet-15703	52	21	)	)	PUNCT
cet-15703	52	22	·	·	PUNCT
cet-15703	52	23	4	4	NUM
cet-15703	53	1	+	+	NUM
cet-15703	53	2	𝑐𝑎𝑝𝐸𝑆𝑃2	𝑐𝑎𝑝𝐸𝑆𝑃2	X
cet-15703	53	3	·	·	PUNCT
cet-15703	53	4	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡2	𝐸𝑆𝑃𝑓𝑖𝑥𝑐𝑜𝑠𝑡2	NOUN
cet-15703	53	5	·	·	PUNCT
cet-15703	53	6	20	20	NUM
cet-15703	53	7	(	(	PUNCT
cet-15703	53	8	5	5	NUM
cet-15703	53	9	)	)	PUNCT
cet-15703	53	10	energy	energy	NOUN
cet-15703	53	11	balance	balance	NOUN
cet-15703	53	12	is	be	AUX
cet-15703	53	13	maintained	maintain	VERB
cet-15703	53	14	by	by	ADP
cet-15703	53	15	matching	match	VERB
cet-15703	53	16	demand	demand	NOUN
cet-15703	53	17	with	with	ADP
cet-15703	53	18	supply	supply	NOUN
cet-15703	53	19	from	from	ADP
cet-15703	53	20	solar	solar	ADJ
cet-15703	53	21	,	,	PUNCT
cet-15703	53	22	biomass	biomass	NOUN
cet-15703	53	23	,	,	PUNCT
cet-15703	53	24	and	and	CCONJ
cet-15703	53	25	storage	storage	NOUN
cet-15703	53	26	in	in	ADP
cet-15703	53	27	eq(6	eq(6	PROPN
cet-15703	53	28	)	)	PUNCT
cet-15703	53	29	,	,	PUNCT
cet-15703	53	30	where	where	SCONJ
cet-15703	53	31	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	PROPN
cet-15703	53	32	and	and	CCONJ
cet-15703	53	33	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	PROPN
cet-15703	53	34	represent	represent	VERB
cet-15703	53	35	the	the	DET
cet-15703	53	36	inverter	inverter	ADJ
cet-15703	53	37	efficiency	efficiency	NOUN
cet-15703	53	38	and	and	CCONJ
cet-15703	53	39	the	the	DET
cet-15703	53	40	round	round	ADJ
cet-15703	53	41	-	-	PUNCT
cet-15703	53	42	trip	trip	NOUN
cet-15703	53	43	efficiency	efficiency	NOUN
cet-15703	53	44	of	of	ADP
cet-15703	53	45	the	the	DET
cet-15703	53	46	batteries	battery	NOUN
cet-15703	53	47	,	,	PUNCT
cet-15703	53	48	respectively	respectively	ADV
cet-15703	53	49	.	.	PUNCT
cet-15703	54	1	the	the	DET
cet-15703	54	2	energy	energy	NOUN
cet-15703	54	3	balance	balance	NOUN
cet-15703	54	4	for	for	ADP
cet-15703	54	5	biomass	biomass	NOUN
cet-15703	54	6	and	and	CCONJ
cet-15703	54	7	solar	solar	NOUN
cet-15703	54	8	is	be	AUX
cet-15703	54	9	shown	show	VERB
cet-15703	54	10	in	in	ADP
cet-15703	54	11	eq(7	eq(7	NOUN
cet-15703	54	12	)	)	PUNCT
cet-15703	54	13	and	and	CCONJ
cet-15703	54	14	eq(8	eq(8	PROPN
cet-15703	54	15	)	)	PUNCT
cet-15703	54	16	,	,	PUNCT
cet-15703	54	17	respectively	respectively	ADV
cet-15703	54	18	,	,	PUNCT
cet-15703	54	19	where	where	SCONJ
cet-15703	54	20	excess	excess	ADJ
cet-15703	54	21	energy	energy	NOUN
cet-15703	54	22	from	from	ADP
cet-15703	54	23	both	both	DET
cet-15703	54	24	sources	source	NOUN
cet-15703	54	25	is	be	AUX
cet-15703	54	26	stored	store	VERB
cet-15703	54	27	in	in	ADP
cet-15703	54	28	the	the	DET
cet-15703	54	29	main	main	ADJ
cet-15703	54	30	and	and	CCONJ
cet-15703	54	31	secondary	secondary	ADJ
cet-15703	54	32	batteries	battery	NOUN
cet-15703	54	33	.	.	PUNCT
cet-15703	55	1	biomass	biomass	NOUN
cet-15703	55	2	generation	generation	NOUN
cet-15703	55	3	(	(	PUNCT
cet-15703	55	4	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	NOUN
cet-15703	55	5	)	)	PUNCT
cet-15703	55	6	)	)	PUNCT
cet-15703	55	7	must	must	AUX
cet-15703	55	8	be	be	AUX
cet-15703	55	9	less	less	ADJ
cet-15703	55	10	than	than	ADP
cet-15703	55	11	or	or	CCONJ
cet-15703	55	12	equal	equal	ADJ
cet-15703	55	13	to	to	ADP
cet-15703	55	14	the	the	DET
cet-15703	55	15	biomass	biomass	NOUN
cet-15703	55	16	capacity	capacity	NOUN
cet-15703	55	17	(	(	PUNCT
cet-15703	55	18	𝑏𝑖𝑜𝑐𝑎𝑝	𝑏𝑖𝑜𝑐𝑎𝑝	NOUN
cet-15703	55	19	)	)	PUNCT
cet-15703	55	20	,	,	PUNCT
cet-15703	55	21	as	as	SCONJ
cet-15703	55	22	constrained	constrain	VERB
cet-15703	55	23	in	in	ADP
cet-15703	55	24	eq(9	eq(9	PROPN
cet-15703	55	25	)	)	PUNCT
cet-15703	55	26	,	,	PUNCT
cet-15703	55	27	and	and	CCONJ
cet-15703	55	28	is	be	AUX
cet-15703	55	29	modeled	model	VERB
cet-15703	55	30	using	use	VERB
cet-15703	55	31	heat	heat	NOUN
cet-15703	55	32	rate	rate	NOUN
cet-15703	55	33	(	(	PUNCT
cet-15703	55	34	𝑏𝑖𝑜𝐻𝑅	𝑏𝑖𝑜𝐻𝑅	NOUN
cet-15703	55	35	)	)	PUNCT
cet-15703	55	36	,	,	PUNCT
cet-15703	55	37	fuel	fuel	NOUN
cet-15703	55	38	utilization	utilization	NOUN
cet-15703	55	39	(	(	PUNCT
cet-15703	55	40	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	NOUN
cet-15703	55	41	)	)	PUNCT
cet-15703	55	42	,	,	PUNCT
cet-15703	55	43	and	and	CCONJ
cet-15703	55	44	biomass	biomass	NOUN
cet-15703	55	45	heating	heating	NOUN
cet-15703	55	46	value	value	NOUN
cet-15703	55	47	(	(	PUNCT
cet-15703	55	48	𝑏𝑖𝑜𝐸𝑃	𝑏𝑖𝑜𝐸𝑃	PROPN
cet-15703	55	49	)	)	PUNCT
cet-15703	55	50	in	in	ADP
cet-15703	55	51	eq(10	eq(10	PROPN
cet-15703	55	52	)	)	PUNCT
cet-15703	55	53	.	.	PUNCT
cet-15703	56	1	bioutilization	bioutilization	NOUN
cet-15703	56	2	must	must	AUX
cet-15703	56	3	not	not	PART
cet-15703	56	4	exceed	exceed	VERB
cet-15703	56	5	the	the	DET
cet-15703	56	6	annual	annual	ADJ
cet-15703	56	7	biomass	biomass	NOUN
cet-15703	56	8	availability	availability	NOUN
cet-15703	56	9	(	(	PUNCT
cet-15703	56	10	bioannualavailability	bioannualavailability	NOUN
cet-15703	56	11	)	)	PUNCT
cet-15703	56	12	in	in	ADP
cet-15703	56	13	eq(11	eq(11	PROPN
cet-15703	56	14	)	)	PUNCT
cet-15703	56	15	,	,	PUNCT
cet-15703	56	16	while	while	SCONJ
cet-15703	56	17	solar	solar	ADJ
cet-15703	56	18	generation	generation	NOUN
cet-15703	56	19	depends	depend	VERB
cet-15703	56	20	on	on	ADP
cet-15703	56	21	installed	instal	VERB
cet-15703	56	22	capacity	capacity	NOUN
cet-15703	56	23	(	(	PUNCT
cet-15703	56	24	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	NOUN
cet-15703	56	25	)	)	PUNCT
cet-15703	56	26	and	and	CCONJ
cet-15703	56	27	irradiation	irradiation	NOUN
cet-15703	56	28	(	(	PUNCT
cet-15703	56	29	𝑆𝑜𝑙𝑎𝑟𝑅𝑎𝑑𝑖𝑎𝑡𝑖𝑜𝑛(𝑡	𝑆𝑜𝑙𝑎𝑟𝑅𝑎𝑑𝑖𝑎𝑡𝑖𝑜𝑛(𝑡	PROPN
cet-15703	56	30	)	)	PUNCT
cet-15703	56	31	)	)	PUNCT
cet-15703	56	32	in	in	ADP
cet-15703	56	33	eq(12	eq(12	PROPN
cet-15703	56	34	)	)	PUNCT
cet-15703	56	35	.	.	PUNCT
cet-15703	57	1	𝐹𝑖𝑥𝐷𝑒𝑚𝑎𝑛𝑑(𝑡	𝐹𝑖𝑥𝐷𝑒𝑚𝑎𝑛𝑑(𝑡	X
cet-15703	57	2	)	)	PUNCT
cet-15703	57	3	=	=	SYM
cet-15703	57	4	𝑏𝑖𝑜𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	𝑏𝑖𝑜𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	PROPN
cet-15703	57	5	)	)	PUNCT
cet-15703	57	6	+	+	CCONJ
cet-15703	57	7	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	X
cet-15703	57	8	)	)	PUNCT
cet-15703	57	9	∙	∙	PROPN
cet-15703	57	10	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	57	11	+	+	CCONJ
cet-15703	57	12	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	NOUN
cet-15703	57	13	)	)	PUNCT
cet-15703	58	1	∙	∙	NOUN
cet-15703	58	2	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	NOUN
cet-15703	58	3	∙	∙	PROPN
cet-15703	58	4	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	PROPN
cet-15703	58	5	+	+	CCONJ
cet-15703	58	6	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	PROPN
cet-15703	58	7	)	)	PUNCT
cet-15703	59	1	∙	∙	PROPN
cet-15703	59	2	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	NOUN
cet-15703	59	3	∙	∙	PROPN
cet-15703	59	4	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	59	5	(	(	PUNCT
cet-15703	59	6	6	6	NUM
cet-15703	59	7	)	)	PUNCT
cet-15703	59	8	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	NOUN
cet-15703	59	9	)	)	PUNCT
cet-15703	59	10	=	=	SYM
cet-15703	59	11	𝑏𝑖𝑜𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	𝑏𝑖𝑜𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	PROPN
cet-15703	59	12	)	)	PUNCT
cet-15703	59	13	+	+	NUM
cet-15703	59	14	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	59	15	)	)	PUNCT
cet-15703	60	1	+	+	CCONJ
cet-15703	60	2	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	X
cet-15703	60	3	)	)	PUNCT
cet-15703	60	4	(	(	PUNCT
cet-15703	60	5	7	7	X
cet-15703	60	6	)	)	PUNCT
cet-15703	60	7	464	464	NUM
cet-15703	60	8	𝑠𝑜𝑙𝑎𝑟𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑠𝑜𝑙𝑎𝑟𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	NOUN
cet-15703	60	9	)	)	PUNCT
cet-15703	60	10	=	=	SYM
cet-15703	61	1	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑(𝑡	PROPN
cet-15703	61	2	)	)	PUNCT
cet-15703	61	3	+	+	NUM
cet-15703	61	4	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	61	5	)	)	PUNCT
cet-15703	61	6	+	+	NUM
cet-15703	61	7	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	NOUN
cet-15703	61	8	)	)	PUNCT
cet-15703	61	9	(	(	PUNCT
cet-15703	61	10	8)	8)	NUM
cet-15703	61	11	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	NOUN
cet-15703	61	12	)	)	PUNCT
cet-15703	61	13	≤	≤	NOUN
cet-15703	61	14	𝑏𝑖𝑜𝑐𝑎𝑝	𝑏𝑖𝑜𝑐𝑎𝑝	NOUN
cet-15703	61	15	(	(	PUNCT
cet-15703	61	16	9	9	X
cet-15703	61	17	)	)	PUNCT
cet-15703	61	18	σ𝑡𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	σ𝑡𝑏𝑖𝑜𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	PROPN
cet-15703	61	19	)	)	PUNCT
cet-15703	61	20	∙	∙	PROPN
cet-15703	61	21	𝑏𝑖𝑜𝐻𝑅	𝑏𝑖𝑜𝐻𝑅	ADJ
cet-15703	61	22	=	=	SYM
cet-15703	61	23	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	PROPN
cet-15703	61	24	∙	∙	PROPN
cet-15703	61	25	𝑏𝑖𝑜𝐸𝑃	𝑏𝑖𝑜𝐸𝑃	PROPN
cet-15703	61	26	(	(	PUNCT
cet-15703	61	27	10	10	NUM
cet-15703	61	28	)	)	PUNCT
cet-15703	61	29	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	𝑏𝑖𝑜𝑢𝑡𝑙𝑖𝑧𝑖𝑎𝑡𝑖𝑜𝑛	NOUN
cet-15703	61	30	∙	∙	PROPN
cet-15703	61	31	365	365	NUM
cet-15703	61	32	<	<	X
cet-15703	61	33	bioannualavailability	bioannualavailability	NOUN
cet-15703	61	34	(	(	PUNCT
cet-15703	61	35	11	11	NUM
cet-15703	61	36	)	)	PUNCT
cet-15703	61	37	𝑠𝑜𝑙𝑎𝑟𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	𝑠𝑜𝑙𝑎𝑟𝑝𝑜𝑤𝑒𝑟𝑔𝑒𝑛(𝑡	PROPN
cet-15703	61	38	)	)	PUNCT
cet-15703	61	39	=	=	PUNCT
cet-15703	62	1	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	𝑠𝑜𝑙𝑎𝑟𝑐𝑎𝑝	NOUN
cet-15703	62	2	∙	∙	PROPN
cet-15703	62	3	𝑆𝑜𝑙𝑎𝑟𝑅𝑎𝑑𝑖𝑎𝑡𝑖𝑜𝑛(𝑡	𝑆𝑜𝑙𝑎𝑟𝑅𝑎𝑑𝑖𝑎𝑡𝑖𝑜𝑛(𝑡	PROPN
cet-15703	62	4	)	)	PUNCT
cet-15703	62	5	(	(	PUNCT
cet-15703	62	6	12	12	NUM
cet-15703	62	7	)	)	PUNCT
cet-15703	62	8	eq(12	eq(12	PROPN
cet-15703	62	9	)	)	PUNCT
cet-15703	62	10	to	to	PART
cet-15703	62	11	eq(36	eq(36	PROPN
cet-15703	62	12	)	)	PUNCT
cet-15703	62	13	model	model	NOUN
cet-15703	62	14	the	the	DET
cet-15703	62	15	operation	operation	NOUN
cet-15703	62	16	and	and	CCONJ
cet-15703	62	17	sizing	sizing	NOUN
cet-15703	62	18	of	of	ADP
cet-15703	62	19	the	the	DET
cet-15703	62	20	main	main	ADJ
cet-15703	62	21	and	and	CCONJ
cet-15703	62	22	secondary	secondary	ADJ
cet-15703	62	23	batteries	battery	NOUN
cet-15703	62	24	in	in	ADP
cet-15703	62	25	an	an	DET
cet-15703	62	26	off	off	ADP
cet-15703	62	27	-	-	PUNCT
cet-15703	62	28	grid	grid	NOUN
cet-15703	62	29	power	power	NOUN
cet-15703	62	30	system	system	NOUN
cet-15703	62	31	.	.	PUNCT
cet-15703	63	1	the	the	DET
cet-15703	63	2	energy	energy	NOUN
cet-15703	63	3	balance	balance	NOUN
cet-15703	63	4	in	in	ADP
cet-15703	63	5	eq(12	eq(12	PROPN
cet-15703	63	6	)	)	PUNCT
cet-15703	63	7	and	and	CCONJ
cet-15703	63	8	eq(13	eq(13	NOUN
cet-15703	63	9	)	)	PUNCT
cet-15703	63	10	ensures	ensure	VERB
cet-15703	63	11	that	that	SCONJ
cet-15703	63	12	the	the	DET
cet-15703	63	13	dbess	dbess	ADJ
cet-15703	63	14	stored	store	VERB
cet-15703	63	15	energy	energy	NOUN
cet-15703	63	16	updates	update	NOUN
cet-15703	63	17	hourly	hourly	ADV
cet-15703	63	18	based	base	VERB
cet-15703	63	19	on	on	ADP
cet-15703	63	20	charging	charge	VERB
cet-15703	63	21	from	from	ADP
cet-15703	63	22	biomass	biomass	NOUN
cet-15703	63	23	/	/	SYM
cet-15703	63	24	solar	solar	ADJ
cet-15703	63	25	and	and	CCONJ
cet-15703	63	26	discharging	discharge	VERB
cet-15703	63	27	to	to	PART
cet-15703	63	28	meet	meet	VERB
cet-15703	63	29	demand	demand	NOUN
cet-15703	63	30	.	.	PUNCT
cet-15703	64	1	the	the	DET
cet-15703	64	2	cumulative	cumulative	ADJ
cet-15703	64	3	stored	store	VERB
cet-15703	64	4	energy	energy	NOUN
cet-15703	64	5	at	at	ADP
cet-15703	64	6	the	the	DET
cet-15703	64	7	next	next	ADJ
cet-15703	64	8	hour	hour	NOUN
cet-15703	64	9	(	(	PUNCT
cet-15703	64	10	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	VERB
cet-15703	64	11	+	+	PROPN
cet-15703	64	12	1	1	NUM
cet-15703	64	13	)	)	PUNCT
cet-15703	64	14	)	)	PUNCT
cet-15703	64	15	is	be	AUX
cet-15703	64	16	equal	equal	ADJ
cet-15703	64	17	to	to	ADP
cet-15703	64	18	the	the	DET
cet-15703	64	19	energy	energy	NOUN
cet-15703	64	20	stored	store	VERB
cet-15703	64	21	at	at	ADP
cet-15703	64	22	current	current	ADJ
cet-15703	64	23	hour	hour	NOUN
cet-15703	64	24	t	t	PROPN
cet-15703	64	25	(	(	PUNCT
cet-15703	64	26	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	PROPN
cet-15703	64	27	)	)	PUNCT
cet-15703	64	28	)	)	PUNCT
cet-15703	64	29	,	,	PUNCT
cet-15703	64	30	plus	plus	CCONJ
cet-15703	64	31	the	the	DET
cet-15703	64	32	net	net	ADJ
cet-15703	64	33	charging	charging	NOUN
cet-15703	64	34	input	input	NOUN
cet-15703	64	35	,	,	PUNCT
cet-15703	64	36	minus	minus	CCONJ
cet-15703	64	37	the	the	DET
cet-15703	64	38	energy	energy	NOUN
cet-15703	64	39	discharged	discharge	VERB
cet-15703	64	40	to	to	PART
cet-15703	64	41	supply	supply	VERB
cet-15703	64	42	the	the	DET
cet-15703	64	43	load	load	NOUN
cet-15703	64	44	during	during	ADP
cet-15703	64	45	the	the	DET
cet-15703	64	46	same	same	ADJ
cet-15703	64	47	hour	hour	NOUN
cet-15703	64	48	.	.	PUNCT
cet-15703	65	1	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	PROPN
cet-15703	66	1	+	+	CCONJ
cet-15703	66	2	1	1	X
cet-15703	66	3	)	)	PUNCT
cet-15703	66	4	=	=	PUNCT
cet-15703	66	5	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	VERB
cet-15703	66	6	)	)	PUNCT
cet-15703	66	7	+	+	NUM
cet-15703	66	8	𝑏𝑖𝑜𝐸𝑆1(𝑡	𝑏𝑖𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	66	9	)	)	PUNCT
cet-15703	67	1	∙	∙	PROPN
cet-15703	67	2	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	67	3	∙	∙	PROPN
cet-15703	67	4	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	PROPN
cet-15703	67	5	+	+	CCONJ
cet-15703	67	6	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	67	7	)	)	PUNCT
cet-15703	67	8	∙	∙	PROPN
cet-15703	67	9	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	NOUN
cet-15703	67	10	−	−	NOUN
cet-15703	67	11	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	NOUN
cet-15703	67	12	)	)	PUNCT
cet-15703	67	13	(	(	PUNCT
cet-15703	67	14	12	12	NUM
cet-15703	67	15	)	)	PUNCT
cet-15703	67	16	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	PROPN
cet-15703	68	1	+	+	PROPN
cet-15703	68	2	1	1	X
cet-15703	68	3	)	)	PUNCT
cet-15703	68	4	=	=	PUNCT
cet-15703	68	5	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆(𝑡	VERB
cet-15703	68	6	)	)	PUNCT
cet-15703	68	7	+	+	NUM
cet-15703	68	8	𝑏𝑖𝑜𝐸𝑆2(𝑡	𝑏𝑖𝑜𝐸𝑆2(𝑡	NOUN
cet-15703	68	9	)	)	PUNCT
cet-15703	69	1	∙	∙	PROPN
cet-15703	69	2	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	69	3	∙	∙	PROPN
cet-15703	69	4	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	PROPN
cet-15703	69	5	+	+	CCONJ
cet-15703	69	6	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	NOUN
cet-15703	69	7	)	)	PUNCT
cet-15703	69	8	∙	∙	PROPN
cet-15703	69	9	𝐸𝑆𝐸𝐹𝐹	𝐸𝑆𝐸𝐹𝐹	PROPN
cet-15703	69	10	−	−	PROPN
cet-15703	69	11	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	PROPN
cet-15703	69	12	)	)	PUNCT
cet-15703	69	13	(	(	PUNCT
cet-15703	69	14	13	13	NUM
cet-15703	69	15	)	)	PUNCT
cet-15703	69	16	a	a	DET
cet-15703	69	17	single	single	ADJ
cet-15703	69	18	daily	daily	NOUN
cet-15703	69	19	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	PROPN
cet-15703	69	20	,	,	PUNCT
cet-15703	69	21	𝑡	𝑡	PROPN
cet-15703	69	22	)	)	PUNCT
cet-15703	69	23	and	and	CCONJ
cet-15703	69	24	σ𝑝𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	σ𝑝𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	PROPN
cet-15703	69	25	,	,	PUNCT
cet-15703	69	26	𝑡	𝑡	NOUN
cet-15703	69	27	)	)	PUNCT
cet-15703	69	28	as	as	SCONJ
cet-15703	69	29	tabulated	tabulate	VERB
cet-15703	69	30	in	in	ADP
cet-15703	69	31	table	table	NOUN
cet-15703	69	32	3	3	NUM
cet-15703	69	33	and	and	CCONJ
cet-15703	69	34	4	4	NUM
cet-15703	69	35	for	for	ADP
cet-15703	69	36	the	the	DET
cet-15703	69	37	main	main	ADJ
cet-15703	69	38	battery	battery	NOUN
cet-15703	69	39	is	be	AUX
cet-15703	69	40	enforced	enforce	VERB
cet-15703	69	41	with	with	ADP
cet-15703	69	42	a	a	DET
cet-15703	69	43	binary	binary	ADJ
cet-15703	69	44	,	,	PUNCT
cet-15703	69	45	𝑥(𝑝	𝑥(𝑝	PROPN
cet-15703	69	46	)	)	PUNCT
cet-15703	69	47	by	by	ADP
cet-15703	69	48	eq(14	eq(14	NOUN
cet-15703	69	49	)	)	PUNCT
cet-15703	69	50	to	to	ADP
cet-15703	69	51	eq(17	eq(17	PROPN
cet-15703	69	52	)	)	PUNCT
cet-15703	69	53	,	,	PUNCT
cet-15703	69	54	where	where	SCONJ
cet-15703	69	55	𝐿	𝐿	PROPN
cet-15703	69	56	is	be	AUX
cet-15703	69	57	a	a	DET
cet-15703	69	58	very	very	ADV
cet-15703	69	59	large	large	ADJ
cet-15703	69	60	number	number	NOUN
cet-15703	69	61	.	.	PUNCT
cet-15703	70	1	this	this	PRON
cet-15703	70	2	ensures	ensure	VERB
cet-15703	70	3	the	the	DET
cet-15703	70	4	main	main	ADJ
cet-15703	70	5	battery	battery	NOUN
cet-15703	70	6	restricted	restrict	VERB
cet-15703	70	7	to	to	ADP
cet-15703	70	8	one	one	NUM
cet-15703	70	9	cycle	cycle	NOUN
cet-15703	70	10	per	per	ADP
cet-15703	70	11	day	day	NOUN
cet-15703	70	12	to	to	PART
cet-15703	70	13	preserve	preserve	VERB
cet-15703	70	14	its	its	PRON
cet-15703	70	15	lifespan	lifespan	NOUN
cet-15703	70	16	.	.	PUNCT
cet-15703	71	1	the	the	DET
cet-15703	71	2	model	model	NOUN
cet-15703	71	3	selects	select	VERB
cet-15703	71	4	patterns	pattern	NOUN
cet-15703	71	5	in	in	ADP
cet-15703	71	6	that	that	DET
cet-15703	71	7	result	result	NOUN
cet-15703	71	8	in	in	ADP
cet-15703	71	9	the	the	DET
cet-15703	71	10	lowest	low	ADJ
cet-15703	71	11	overall	overall	ADJ
cet-15703	71	12	cost	cost	NOUN
cet-15703	71	13	while	while	SCONJ
cet-15703	71	14	meeting	meet	VERB
cet-15703	71	15	system	system	NOUN
cet-15703	71	16	constraints	constraint	NOUN
cet-15703	71	17	.	.	PUNCT
cet-15703	72	1	σ𝑝𝑥(𝑝	σ𝑝𝑥(𝑝	X
cet-15703	72	2	)	)	PUNCT
cet-15703	72	3	=	=	SYM
cet-15703	72	4	1	1	NUM
cet-15703	72	5	(	(	PUNCT
cet-15703	72	6	14	14	NUM
cet-15703	72	7	)	)	PUNCT
cet-15703	72	8	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	72	9	)	)	PUNCT
cet-15703	72	10	≤	≤	NOUN
cet-15703	72	11	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	PROPN
cet-15703	72	12	,	,	PUNCT
cet-15703	72	13	𝑡	𝑡	X
cet-15703	72	14	)	)	PUNCT
cet-15703	72	15	∙	∙	PROPN
cet-15703	72	16	𝑥(𝑝	𝑥(𝑝	PROPN
cet-15703	72	17	)	)	PUNCT
cet-15703	73	1	∙	∙	PROPN
cet-15703	73	2	𝐿	𝐿	PROPN
cet-15703	73	3	(	(	PUNCT
cet-15703	73	4	15	15	NUM
cet-15703	73	5	)	)	PUNCT
cet-15703	73	6	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	73	7	)	)	PUNCT
cet-15703	73	8	≤	≤	NOUN
cet-15703	73	9	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	σ𝑝𝐶ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	PROPN
cet-15703	73	10	,	,	PUNCT
cet-15703	73	11	𝑡	𝑡	X
cet-15703	73	12	)	)	PUNCT
cet-15703	73	13	∙	∙	PROPN
cet-15703	73	14	𝑥(𝑝	𝑥(𝑝	PROPN
cet-15703	73	15	)	)	PUNCT
cet-15703	73	16	∙	∙	PROPN
cet-15703	73	17	𝐿	𝐿	PROPN
cet-15703	73	18	(	(	PUNCT
cet-15703	73	19	16	16	NUM
cet-15703	73	20	)	)	PUNCT
cet-15703	73	21	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	NOUN
cet-15703	73	22	)	)	PUNCT
cet-15703	73	23	≤	≤	NOUN
cet-15703	73	24	σ𝑝𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	σ𝑝𝐷𝑖𝑠𝑐ℎ𝑎𝑟𝑔𝑒𝑃𝑎𝑡𝑡𝑒𝑟𝑛(𝑝	NOUN
cet-15703	73	25	,	,	PUNCT
cet-15703	73	26	𝑡	𝑡	NOUN
cet-15703	73	27	)	)	PUNCT
cet-15703	73	28	∙	∙	PROPN
cet-15703	73	29	𝑥(𝑝	𝑥(𝑝	PROPN
cet-15703	73	30	)	)	PUNCT
cet-15703	73	31	∙	∙	PROPN
cet-15703	73	32	𝐿	𝐿	PROPN
cet-15703	73	33	(	(	PUNCT
cet-15703	73	34	17	17	NUM
cet-15703	73	35	)	)	PUNCT
cet-15703	73	36	to	to	PART
cet-15703	73	37	avoid	avoid	VERB
cet-15703	73	38	simultaneous	simultaneous	ADJ
cet-15703	73	39	charging	charging	NOUN
cet-15703	73	40	and	and	CCONJ
cet-15703	73	41	discharging	discharge	VERB
cet-15703	73	42	,	,	PUNCT
cet-15703	73	43	binary	binary	ADJ
cet-15703	73	44	logic	logic	NOUN
cet-15703	73	45	𝑦𝑙(𝑡	𝑦𝑙(𝑡	NUM
cet-15703	73	46	)	)	PUNCT
cet-15703	73	47	for	for	ADP
cet-15703	73	48	charging	charge	VERB
cet-15703	73	49	and	and	CCONJ
cet-15703	73	50	𝑧𝑙(𝑡	𝑧𝑙(𝑡	NOUN
cet-15703	73	51	)	)	PUNCT
cet-15703	73	52	for	for	ADP
cet-15703	73	53	discharging	discharge	VERB
cet-15703	73	54	in	in	ADP
cet-15703	73	55	eq(26	eq(26	PROPN
cet-15703	73	56	)	)	PUNCT
cet-15703	73	57	is	be	AUX
cet-15703	73	58	applied	apply	VERB
cet-15703	73	59	to	to	ADP
cet-15703	73	60	the	the	DET
cet-15703	73	61	secondary	secondary	ADJ
cet-15703	73	62	battery	battery	NOUN
cet-15703	73	63	in	in	ADP
cet-15703	73	64	eq(27	eq(27	PROPN
cet-15703	73	65	)	)	PUNCT
cet-15703	73	66	and	and	CCONJ
cet-15703	73	67	eq(28	eq(28	PROPN
cet-15703	73	68	)	)	PUNCT
cet-15703	73	69	.	.	PUNCT
cet-15703	74	1	𝑦𝑙(𝑡	𝑦𝑙(𝑡	NUM
cet-15703	74	2	)	)	PUNCT
cet-15703	75	1	+	+	CCONJ
cet-15703	75	2	𝑧𝑙(𝑡	𝑧𝑙(𝑡	NOUN
cet-15703	75	3	)	)	PUNCT
cet-15703	75	4	≤	≤	NUM
cet-15703	75	5	1	1	NUM
cet-15703	75	6	(	(	PUNCT
cet-15703	75	7	18	18	NUM
cet-15703	75	8	)	)	PUNCT
cet-15703	75	9	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	ADJ
cet-15703	75	10	)	)	PUNCT
cet-15703	75	11	+	+	NUM
cet-15703	75	12	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	NOUN
cet-15703	75	13	)	)	PUNCT
cet-15703	75	14	≤	≤	NOUN
cet-15703	75	15	𝐿	𝐿	PROPN
cet-15703	75	16	∙	∙	PROPN
cet-15703	75	17	𝑦𝑙(𝑡	𝑦𝑙(𝑡	NUM
cet-15703	75	18	)	)	PUNCT
cet-15703	75	19	(	(	PUNCT
cet-15703	75	20	19	19	NUM
cet-15703	75	21	)	)	PUNCT
cet-15703	75	22	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	PROPN
cet-15703	75	23	)	)	PUNCT
cet-15703	75	24	≤	≤	NOUN
cet-15703	75	25	𝐿	𝐿	PROPN
cet-15703	75	26	∙	∙	PROPN
cet-15703	75	27	𝑧𝑙(𝑡	𝑧𝑙(𝑡	NOUN
cet-15703	75	28	)	)	PUNCT
cet-15703	75	29	(	(	PUNCT
cet-15703	75	30	20	20	NUM
cet-15703	75	31	)	)	PUNCT
cet-15703	75	32	finally	finally	ADV
cet-15703	75	33	,	,	PUNCT
cet-15703	75	34	eq(29	eq(29	PROPN
cet-15703	75	35	)	)	PUNCT
cet-15703	75	36	to	to	ADP
cet-15703	75	37	eq(32	eq(32	PROPN
cet-15703	75	38	)	)	PUNCT
cet-15703	75	39	for	for	ADP
cet-15703	75	40	the	the	DET
cet-15703	75	41	main	main	ADJ
cet-15703	75	42	battery	battery	NOUN
cet-15703	75	43	and	and	CCONJ
cet-15703	75	44	eq(33	eq(33	PROPN
cet-15703	75	45	)	)	PUNCT
cet-15703	75	46	to	to	PART
cet-15703	75	47	eq(36	eq(36	VERB
cet-15703	75	48	)	)	PUNCT
cet-15703	75	49	for	for	ADP
cet-15703	75	50	the	the	DET
cet-15703	75	51	secondary	secondary	ADJ
cet-15703	75	52	battery	battery	NOUN
cet-15703	75	53	ensure	ensure	VERB
cet-15703	75	54	that	that	SCONJ
cet-15703	75	55	energy	energy	NOUN
cet-15703	75	56	and	and	CCONJ
cet-15703	75	57	power	power	NOUN
cet-15703	75	58	flows	flow	NOUN
cet-15703	75	59	remain	remain	VERB
cet-15703	75	60	within	within	ADP
cet-15703	75	61	capacity	capacity	NOUN
cet-15703	75	62	limits	limit	NOUN
cet-15703	75	63	,	,	PUNCT
cet-15703	75	64	factoring	factor	VERB
cet-15703	75	65	in	in	ADP
cet-15703	75	66	depth	depth	NOUN
cet-15703	75	67	of	of	ADP
cet-15703	75	68	discharge	discharge	NOUN
cet-15703	75	69	(	(	PUNCT
cet-15703	75	70	𝐷𝑂𝐷𝐸𝑆1/2	𝐷𝑂𝐷𝐸𝑆1/2	NOUN
cet-15703	75	71	)	)	PUNCT
cet-15703	75	72	for	for	ADP
cet-15703	75	73	proper	proper	ADJ
cet-15703	75	74	battery	battery	NOUN
cet-15703	75	75	sizing	sizing	NOUN
cet-15703	75	76	.	.	PUNCT
cet-15703	76	1	𝐶𝑢𝑚𝑢𝐸𝑆1(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆1(𝑡	NOUN
cet-15703	76	2	)	)	PUNCT
cet-15703	76	3	≤	≤	NUM
cet-15703	76	4	𝑐𝑎𝑝𝐸𝑆𝐸1	𝑐𝑎𝑝𝐸𝑆𝐸1	NOUN
cet-15703	76	5	(	(	PUNCT
cet-15703	76	6	29	29	NUM
cet-15703	76	7	)	)	PUNCT
cet-15703	76	8	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑1(𝑡	NOUN
cet-15703	76	9	)	)	PUNCT
cet-15703	76	10	≤	≤	NOUN
cet-15703	76	11	𝑐𝑎𝑝𝐸𝑆𝑃1	𝑐𝑎𝑝𝐸𝑆𝑃1	NOUN
cet-15703	76	12	(	(	PUNCT
cet-15703	76	13	30	30	NUM
cet-15703	76	14	)	)	PUNCT
cet-15703	76	15	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	76	16	)	)	PUNCT
cet-15703	77	1	∙	∙	PROPN
cet-15703	77	2	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	77	3	+	+	SYM
cet-15703	77	4	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆1(𝑡	NOUN
cet-15703	77	5	)	)	PUNCT
cet-15703	77	6	≤	≤	NOUN
cet-15703	77	7	𝑐𝑎𝑝𝐸𝑆𝑃1	𝑐𝑎𝑝𝐸𝑆𝑃1	NOUN
cet-15703	77	8	(	(	PUNCT
cet-15703	77	9	31	31	NUM
cet-15703	77	10	)	)	PUNCT
cet-15703	78	1	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1	𝐴𝑐𝑎𝑝𝐸𝑆𝐸1	PROPN
cet-15703	78	2	∙	∙	PROPN
cet-15703	78	3	𝐷𝑂𝐷𝐸𝑆1	𝐷𝑂𝐷𝐸𝑆1	PUNCT
cet-15703	78	4	=	=	PUNCT
cet-15703	78	5	𝑐𝑎𝑝𝐸𝑆𝐸1	𝑐𝑎𝑝𝐸𝑆𝐸1	NOUN
cet-15703	78	6	(	(	PUNCT
cet-15703	78	7	32	32	NUM
cet-15703	78	8	)	)	PUNCT
cet-15703	78	9	𝐶𝑢𝑚𝑢𝐸𝑆2(𝑡	𝐶𝑢𝑚𝑢𝐸𝑆2(𝑡	NOUN
cet-15703	78	10	)	)	PUNCT
cet-15703	78	11	≤	≤	NOUN
cet-15703	78	12	𝑐𝑎𝑝𝐸𝑆𝐸2	𝑐𝑎𝑝𝐸𝑆𝐸2	PROPN
cet-15703	78	13	(	(	PUNCT
cet-15703	78	14	33	33	NUM
cet-15703	78	15	)	)	PUNCT
cet-15703	78	16	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	𝐸𝑆𝑡𝑜𝑑𝑒𝑚𝑎𝑛𝑑2(𝑡	PROPN
cet-15703	78	17	)	)	PUNCT
cet-15703	78	18	≤	≤	PROPN
cet-15703	78	19	𝑐𝑎𝑝𝐸𝑆𝑃2	𝑐𝑎𝑝𝐸𝑆𝑃2	PROPN
cet-15703	78	20	(	(	PUNCT
cet-15703	78	21	34	34	NUM
cet-15703	78	22	)	)	PUNCT
cet-15703	78	23	465	465	NUM
cet-15703	78	24	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	𝑏𝑖𝑜𝑡𝑜𝐸𝑆2(𝑡	ADJ
cet-15703	78	25	)	)	PUNCT
cet-15703	79	1	∙	∙	PROPN
cet-15703	79	2	𝐼𝑛𝑣𝐸𝐹𝐹	𝐼𝑛𝑣𝐸𝐹𝐹	NOUN
cet-15703	79	3	+	+	CCONJ
cet-15703	79	4	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	𝑠𝑜𝑙𝑎𝑟𝑡𝑜𝐸𝑆2(𝑡	NOUN
cet-15703	79	5	)	)	PUNCT
cet-15703	79	6	≤	≤	PROPN
cet-15703	79	7	𝑐𝑎𝑝𝐸𝑆𝑃2	𝑐𝑎𝑝𝐸𝑆𝑃2	PROPN
cet-15703	79	8	(	(	PUNCT
cet-15703	79	9	35	35	NUM
cet-15703	79	10	)	)	PUNCT
cet-15703	79	11	𝐴𝑐𝑎𝑝𝐸𝑆𝐸2	𝐴𝑐𝑎𝑝𝐸𝑆𝐸2	PROPN
cet-15703	79	12	∙	∙	PROPN
cet-15703	79	13	𝐷𝑂𝐷𝐸𝑆2	𝐷𝑂𝐷𝐸𝑆2	PROPN
cet-15703	79	14	=	=	SYM
cet-15703	79	15	𝑐𝑎𝑝𝐸𝑆𝐸2	𝑐𝑎𝑝𝐸𝑆𝐸2	PROPN
cet-15703	79	16	(	(	PUNCT
cet-15703	79	17	36	36	NUM
cet-15703	79	18	)	)	PUNCT
cet-15703	79	19	2.2	2.2	NUM
cet-15703	79	20	data	datum	NOUN
cet-15703	79	21	inputs	input	NOUN
cet-15703	79	22	figure	figure	NOUN
cet-15703	79	23	1a	1a	PROPN
cet-15703	79	24	illustrates	illustrate	VERB
cet-15703	79	25	the	the	DET
cet-15703	79	26	hourly	hourly	ADJ
cet-15703	79	27	solar	solar	ADJ
cet-15703	79	28	irradiation	irradiation	NOUN
cet-15703	79	29	profile	profile	NOUN
cet-15703	79	30	in	in	ADP
cet-15703	79	31	kw	kw	NOUN
cet-15703	79	32	/	/	SYM
cet-15703	79	33	m²	m²	PROPN
cet-15703	79	34	for	for	ADP
cet-15703	79	35	a	a	DET
cet-15703	79	36	typical	typical	ADJ
cet-15703	79	37	day	day	NOUN
cet-15703	79	38	in	in	ADP
cet-15703	79	39	malaysia	malaysia	PROPN
cet-15703	79	40	,	,	PUNCT
cet-15703	79	41	showing	show	VERB
cet-15703	79	42	peak	peak	NOUN
cet-15703	79	43	irradiance	irradiance	NOUN
cet-15703	79	44	around	around	ADP
cet-15703	79	45	noon	noon	NOUN
cet-15703	79	46	.	.	PUNCT
cet-15703	80	1	figure	figure	VERB
cet-15703	80	2	1b	1b	PROPN
cet-15703	80	3	presents	present	VERB
cet-15703	80	4	the	the	DET
cet-15703	80	5	corresponding	corresponding	ADJ
cet-15703	80	6	hourly	hourly	ADJ
cet-15703	80	7	electricity	electricity	NOUN
cet-15703	80	8	demand	demand	NOUN
cet-15703	80	9	profile	profile	NOUN
cet-15703	80	10	in	in	ADP
cet-15703	80	11	commercial	commercial	ADJ
cet-15703	80	12	area	area	NOUN
cet-15703	80	13	,	,	PUNCT
cet-15703	80	14	with	with	ADP
cet-15703	80	15	the	the	DET
cet-15703	80	16	highest	high	ADJ
cet-15703	80	17	demand	demand	NOUN
cet-15703	80	18	observed	observe	VERB
cet-15703	80	19	between	between	ADP
cet-15703	80	20	11:00	11:00	NUM
cet-15703	80	21	and	and	CCONJ
cet-15703	80	22	14:00	14:00	NUM
cet-15703	80	23	.	.	PUNCT
cet-15703	80	24	table	table	NOUN
cet-15703	80	25	1	1	NUM
cet-15703	80	26	and	and	CCONJ
cet-15703	80	27	table	table	NOUN
cet-15703	80	28	2	2	NUM
cet-15703	80	29	provides	provide	VERB
cet-15703	80	30	technical	technical	ADJ
cet-15703	80	31	and	and	CCONJ
cet-15703	80	32	economic	economic	ADJ
cet-15703	80	33	parameters	parameter	NOUN
cet-15703	80	34	for	for	ADP
cet-15703	80	35	the	the	DET
cet-15703	80	36	power	power	NOUN
cet-15703	80	37	generators	generator	NOUN
cet-15703	80	38	(	(	PUNCT
cet-15703	80	39	solar	solar	ADJ
cet-15703	80	40	pv	pv	NOUN
cet-15703	80	41	and	and	CCONJ
cet-15703	80	42	biomass	biomass	NOUN
cet-15703	80	43	)	)	PUNCT
cet-15703	80	44	and	and	CCONJ
cet-15703	80	45	battery	battery	NOUN
cet-15703	80	46	storage	storage	NOUN
cet-15703	80	47	systems	system	NOUN
cet-15703	80	48	.	.	PUNCT
cet-15703	81	1	figure	figure	VERB
cet-15703	81	2	1	1	NUM
cet-15703	81	3	:	:	PUNCT
cet-15703	81	4	a	a	X
cet-15703	81	5	)	)	PUNCT
cet-15703	81	6	solar	solar	ADJ
cet-15703	81	7	irradiation	irradiation	NOUN
cet-15703	81	8	b	b	X
cet-15703	81	9	)	)	PUNCT
cet-15703	81	10	hourly	hourly	ADJ
cet-15703	81	11	demand	demand	NOUN
cet-15703	81	12	profile	profile	NOUN
cet-15703	81	13	table	table	NOUN
cet-15703	81	14	1	1	NUM
cet-15703	81	15	:	:	PUNCT
cet-15703	81	16	parameters	parameter	NOUN
cet-15703	81	17	for	for	ADP
cet-15703	81	18	power	power	NOUN
cet-15703	81	19	generators	generator	NOUN
cet-15703	81	20	(	(	PUNCT
cet-15703	81	21	irena	irena	NOUN
cet-15703	81	22	,	,	PUNCT
cet-15703	81	23	2019	2019	NUM
cet-15703	81	24	;	;	PUNCT
cet-15703	81	25	iqbal	iqbal	PROPN
cet-15703	81	26	et	et	PROPN
cet-15703	81	27	al	al	PROPN
cet-15703	81	28	.	.	PROPN
cet-15703	81	29	,	,	PUNCT
cet-15703	81	30	2024	2024	NUM
cet-15703	81	31	)	)	PUNCT
cet-15703	81	32	type	type	NOUN
cet-15703	81	33	of	of	ADP
cet-15703	81	34	generator	generator	NOUN
cet-15703	81	35	capital	capital	NOUN
cet-15703	81	36	cost	cost	NOUN
cet-15703	81	37	(	(	PUNCT
cet-15703	81	38	$	$	SYM
cet-15703	81	39	/kw	/kw	NOUN
cet-15703	81	40	)	)	PUNCT
cet-15703	82	1	o&m	o&m	PROPN
cet-15703	82	2	cost	cost	NOUN
cet-15703	82	3	(	(	PUNCT
cet-15703	82	4	$	$	SYM
cet-15703	82	5	/kw	/kw	NOUN
cet-15703	82	6	)	)	PUNCT
cet-15703	82	7	biomass	biomass	NOUN
cet-15703	82	8	cost	cost	NOUN
cet-15703	82	9	(	(	PUNCT
cet-15703	82	10	$	$	SYM
cet-15703	82	11	/t	/t	NOUN
cet-15703	82	12	)	)	PUNCT
cet-15703	82	13	heat	heat	NOUN
cet-15703	82	14	rate	rate	NOUN
cet-15703	82	15	(	(	PUNCT
cet-15703	82	16	gj	gj	NOUN
cet-15703	82	17	/	/	SYM
cet-15703	82	18	kwh	kwh	NOUN
cet-15703	82	19	)	)	PUNCT
cet-15703	82	20	biomass	biomass	VERB
cet-15703	82	21	lower	low	ADJ
cet-15703	82	22	heating	heating	NOUN
cet-15703	82	23	value	value	NOUN
cet-15703	82	24	(	(	PUNCT
cet-15703	82	25	gj	gj	PROPN
cet-15703	82	26	/	/	SYM
cet-15703	82	27	t	t	PROPN
cet-15703	82	28	)	)	PUNCT
cet-15703	82	29	annual	annual	ADJ
cet-15703	82	30	availability	availability	NOUN
cet-15703	82	31	of	of	ADP
cet-15703	82	32	biomass	biomass	NOUN
cet-15703	82	33	(	(	PUNCT
cet-15703	82	34	t	t	PROPN
cet-15703	82	35	/	/	SYM
cet-15703	82	36	y	y	NOUN
cet-15703	82	37	)	)	PUNCT
cet-15703	82	38	inverter	inverter	ADJ
cet-15703	82	39	efficiency	efficiency	NOUN
cet-15703	82	40	(	(	PUNCT
cet-15703	82	41	%	%	INTJ
cet-15703	82	42	)	)	PUNCT
cet-15703	82	43	solar	solar	ADJ
cet-15703	82	44	pv	pv	NOUN
cet-15703	82	45	400	400	NUM
cet-15703	82	46	20	20	NUM
cet-15703	82	47	95	95	NUM
cet-15703	82	48	biomass	biomass	NOUN
cet-15703	82	49	2,100	2,100	NUM
cet-15703	82	50	10	10	NUM
cet-15703	82	51	16.9	16.9	NUM
cet-15703	82	52	0.01235	0.01235	NUM
cet-15703	82	53	4.3	4.3	NUM
cet-15703	82	54	2600	2600	NUM
cet-15703	82	55	95	95	NUM
cet-15703	82	56	table	table	NOUN
cet-15703	82	57	2	2	NUM
cet-15703	82	58	:	:	PUNCT
cet-15703	82	59	parameters	parameter	NOUN
cet-15703	82	60	for	for	ADP
cet-15703	82	61	lead	lead	NOUN
cet-15703	82	62	-	-	PUNCT
cet-15703	82	63	acid	acid	NOUN
cet-15703	82	64	battery	battery	NOUN
cet-15703	82	65	(	(	PUNCT
cet-15703	82	66	iqbal	iqbal	PROPN
cet-15703	82	67	et	et	PROPN
cet-15703	82	68	al	al	PROPN
cet-15703	82	69	.	.	PROPN
cet-15703	82	70	,	,	PUNCT
cet-15703	82	71	2024	2024	NUM
cet-15703	82	72	)	)	PUNCT
cet-15703	82	73	.	.	PUNCT
cet-15703	83	1	type	type	NOUN
cet-15703	83	2	of	of	ADP
cet-15703	83	3	battery	battery	NOUN
cet-15703	83	4	energy	energy	NOUN
cet-15703	83	5	capacity	capacity	NOUN
cet-15703	83	6	cost	cost	NOUN
cet-15703	83	7	(	(	PUNCT
cet-15703	83	8	$	$	SYM
cet-15703	83	9	/kwh	/kwh	NUM
cet-15703	83	10	)	)	PUNCT
cet-15703	83	11	power	power	NOUN
cet-15703	83	12	capacity	capacity	NOUN
cet-15703	83	13	cost	cost	NOUN
cet-15703	83	14	(	(	PUNCT
cet-15703	83	15	$	$	SYM
cet-15703	83	16	/kw	/kw	NOUN
cet-15703	83	17	)	)	PUNCT
cet-15703	83	18	o&m	o&m	PROPN
cet-15703	83	19	cost	cost	NOUN
cet-15703	83	20	(	(	PUNCT
cet-15703	83	21	$	$	SYM
cet-15703	83	22	/kw	/kw	NOUN
cet-15703	83	23	)	)	PUNCT
cet-15703	83	24	charging	charge	VERB
cet-15703	83	25	and	and	CCONJ
cet-15703	83	26	discharging	discharge	VERB
cet-15703	83	27	efficiency	efficiency	NOUN
cet-15703	83	28	(	(	PUNCT
cet-15703	83	29	%	%	INTJ
cet-15703	83	30	)	)	PUNCT
cet-15703	83	31	lead	lead	NOUN
cet-15703	83	32	acid	acid	NOUN
cet-15703	83	33	400	400	NUM
cet-15703	83	34	125	125	NUM
cet-15703	83	35	20	20	NUM
cet-15703	83	36	80	80	NUM
cet-15703	83	37	to	to	PART
cet-15703	83	38	model	model	VERB
cet-15703	83	39	the	the	DET
cet-15703	83	40	behaviour	behaviour	NOUN
cet-15703	83	41	of	of	ADP
cet-15703	83	42	the	the	DET
cet-15703	83	43	main	main	ADJ
cet-15703	83	44	battery	battery	NOUN
cet-15703	83	45	in	in	ADP
cet-15703	83	46	response	response	NOUN
cet-15703	83	47	to	to	ADP
cet-15703	83	48	the	the	DET
cet-15703	83	49	variability	variability	NOUN
cet-15703	83	50	of	of	ADP
cet-15703	83	51	demand	demand	NOUN
cet-15703	83	52	profile	profile	NOUN
cet-15703	83	53	and	and	CCONJ
cet-15703	83	54	power	power	NOUN
cet-15703	83	55	generation	generation	NOUN
cet-15703	83	56	,	,	PUNCT
cet-15703	83	57	a	a	DET
cet-15703	83	58	predefined	predefine	VERB
cet-15703	83	59	charging	charging	NOUN
cet-15703	83	60	and	and	CCONJ
cet-15703	83	61	discharging	discharging	NOUN
cet-15703	83	62	pattern	pattern	NOUN
cet-15703	83	63	is	be	AUX
cet-15703	83	64	introduced	introduce	VERB
cet-15703	83	65	,	,	PUNCT
cet-15703	83	66	as	as	SCONJ
cet-15703	83	67	shown	show	VERB
cet-15703	83	68	in	in	ADP
cet-15703	83	69	table	table	NOUN
cet-15703	83	70	3	3	NUM
cet-15703	83	71	and	and	CCONJ
cet-15703	83	72	table	table	NOUN
cet-15703	83	73	4	4	NUM
cet-15703	83	74	.	.	PUNCT
cet-15703	84	1	a	a	DET
cet-15703	84	2	total	total	NOUN
cet-15703	84	3	of	of	ADP
cet-15703	84	4	58	58	NUM
cet-15703	84	5	charging	charging	NOUN
cet-15703	84	6	and	and	CCONJ
cet-15703	84	7	discharging	discharge	VERB
cet-15703	84	8	patterns	pattern	NOUN
cet-15703	84	9	were	be	AUX
cet-15703	84	10	formulated	formulate	VERB
cet-15703	84	11	.	.	PUNCT
cet-15703	85	1	each	each	DET
cet-15703	85	2	pattern	pattern	NOUN
cet-15703	85	3	is	be	AUX
cet-15703	85	4	defined	define	VERB
cet-15703	85	5	over	over	ADP
cet-15703	85	6	24	24	NUM
cet-15703	85	7	-	-	PUNCT
cet-15703	85	8	time	time	NOUN
cet-15703	85	9	steps	step	NOUN
cet-15703	85	10	,	,	PUNCT
cet-15703	85	11	representing	represent	VERB
cet-15703	85	12	hourly	hourly	ADJ
cet-15703	85	13	intervals	interval	NOUN
cet-15703	85	14	in	in	ADP
cet-15703	85	15	a	a	DET
cet-15703	85	16	day	day	NOUN
cet-15703	85	17	.	.	PUNCT
cet-15703	86	1	these	these	DET
cet-15703	86	2	patterns	pattern	NOUN
cet-15703	86	3	were	be	AUX
cet-15703	86	4	developed	develop	VERB
cet-15703	86	5	to	to	PART
cet-15703	86	6	represent	represent	VERB
cet-15703	86	7	all	all	DET
cet-15703	86	8	feasible	feasible	ADJ
cet-15703	86	9	combinations	combination	NOUN
cet-15703	86	10	that	that	PRON
cet-15703	86	11	allow	allow	VERB
cet-15703	86	12	the	the	DET
cet-15703	86	13	main	main	ADJ
cet-15703	86	14	battery	battery	NOUN
cet-15703	86	15	to	to	PART
cet-15703	86	16	complete	complete	VERB
cet-15703	86	17	one	one	NUM
cet-15703	86	18	full	full	ADJ
cet-15703	86	19	charging	charging	NOUN
cet-15703	86	20	and	and	CCONJ
cet-15703	86	21	discharging	discharge	VERB
cet-15703	86	22	cycle	cycle	NOUN
cet-15703	86	23	per	per	ADP
cet-15703	86	24	day	day	NOUN
cet-15703	86	25	by	by	ADP
cet-15703	86	26	using	use	VERB
cet-15703	86	27	the	the	DET
cet-15703	86	28	binary	binary	ADJ
cet-15703	86	29	parameters	parameter	NOUN
cet-15703	86	30	chargepattern(p	chargepattern(p	PROPN
cet-15703	86	31	,	,	PUNCT
cet-15703	86	32	t	t	PROPN
cet-15703	86	33	)	)	PUNCT
cet-15703	86	34	and	and	CCONJ
cet-15703	86	35	dischargepattern(p	dischargepattern(p	PROPN
cet-15703	86	36	,	,	PUNCT
cet-15703	86	37	t	t	PROPN
cet-15703	86	38	)	)	PUNCT
cet-15703	86	39	,	,	PUNCT
cet-15703	86	40	which	which	PRON
cet-15703	86	41	permit	permit	VERB
cet-15703	86	42	(	(	PUNCT
cet-15703	86	43	1	1	NUM
cet-15703	86	44	)	)	PUNCT
cet-15703	86	45	or	or	CCONJ
cet-15703	86	46	prohibit	prohibit	VERB
cet-15703	86	47	(	(	PUNCT
cet-15703	86	48	0	0	NUM
cet-15703	86	49	)	)	PUNCT
cet-15703	86	50	the	the	DET
cet-15703	86	51	charging	charging	NOUN
cet-15703	86	52	/	/	SYM
cet-15703	86	53	discharging	discharging	NOUN
cet-15703	86	54	of	of	ADP
cet-15703	86	55	the	the	DET
cet-15703	86	56	battery	battery	NOUN
cet-15703	86	57	during	during	ADP
cet-15703	86	58	specific	specific	ADJ
cet-15703	86	59	time	time	NOUN
cet-15703	86	60	windows	window	NOUN
cet-15703	86	61	.	.	PUNCT
cet-15703	87	1	during	during	ADP
cet-15703	87	2	each	each	DET
cet-15703	87	3	period	period	NOUN
cet-15703	87	4	,	,	PUNCT
cet-15703	87	5	the	the	DET
cet-15703	87	6	charging	charging	NOUN
cet-15703	87	7	and	and	CCONJ
cet-15703	87	8	discharging	discharge	VERB
cet-15703	87	9	patterns	pattern	NOUN
cet-15703	87	10	correspond	correspond	VERB
cet-15703	87	11	to	to	ADP
cet-15703	87	12	each	each	DET
cet-15703	87	13	other	other	ADJ
cet-15703	87	14	.	.	PUNCT
cet-15703	88	1	table	table	NOUN
cet-15703	88	2	3	3	NUM
cet-15703	88	3	:	:	PUNCT
cet-15703	88	4	charging	charge	VERB
cet-15703	88	5	pattern	pattern	NOUN
cet-15703	88	6	for	for	ADP
cet-15703	88	7	the	the	DET
cet-15703	88	8	main	main	ADJ
cet-15703	88	9	battery	battery	NOUN
cet-15703	88	10	p	p	PROPN
cet-15703	88	11	t1	t1	PROPN
cet-15703	88	12	t2	t2	PROPN
cet-15703	88	13	t3	t3	PROPN
cet-15703	88	14	t4	t4	PROPN
cet-15703	88	15	...	...	PUNCT
cet-15703	89	1	t22	t22	PROPN
cet-15703	89	2	t23	t23	PROPN
cet-15703	89	3	t24	t24	NOUN
cet-15703	89	4	p1	p1	NOUN
cet-15703	89	5	0	0	NUM
cet-15703	89	6	1	1	NUM
cet-15703	89	7	1	1	NUM
cet-15703	89	8	1	1	NUM
cet-15703	89	9	...	...	SYM
cet-15703	89	10	1	1	NUM
cet-15703	89	11	1	1	NUM
cet-15703	89	12	1	1	NUM
cet-15703	89	13	p2	p2	X
cet-15703	89	14	0	0	NUM
cet-15703	89	15	0	0	NUM
cet-15703	89	16	1	1	NUM
cet-15703	89	17	1	1	NUM
cet-15703	89	18	...	...	SYM
cet-15703	89	19	1	1	NUM
cet-15703	89	20	1	1	NUM
cet-15703	89	21	1	1	NUM
cet-15703	89	22	...	...	PUNCT
cet-15703	89	23	p58	p58	NOUN
cet-15703	89	24	0	0	NUM
cet-15703	89	25	1	1	NUM
cet-15703	89	26	1	1	NUM
cet-15703	89	27	1	1	NUM
cet-15703	89	28	1	1	NUM
cet-15703	89	29	1	1	NUM
cet-15703	89	30	1	1	NUM
cet-15703	89	31	0	0	NUM
cet-15703	89	32	466	466	NUM
cet-15703	89	33	table	table	NOUN
cet-15703	89	34	4	4	NUM
cet-15703	89	35	:	:	PUNCT
cet-15703	89	36	discharging	discharge	VERB
cet-15703	89	37	pattern	pattern	NOUN
cet-15703	89	38	for	for	ADP
cet-15703	89	39	the	the	DET
cet-15703	89	40	main	main	ADJ
cet-15703	89	41	battery	battery	NOUN
cet-15703	89	42	p	p	PROPN
cet-15703	89	43	t1	t1	PROPN
cet-15703	89	44	t2	t2	PROPN
cet-15703	89	45	t3	t3	PROPN
cet-15703	89	46	t4	t4	PROPN
cet-15703	89	47	...	...	PUNCT
cet-15703	90	1	t22	t22	PROPN
cet-15703	90	2	t23	t23	PROPN
cet-15703	90	3	t24	t24	NOUN
cet-15703	90	4	p1	p1	NOUN
cet-15703	90	5	1	1	NUM
cet-15703	90	6	0	0	NUM
cet-15703	90	7	0	0	NUM
cet-15703	90	8	0	0	NUM
cet-15703	90	9	...	...	PUNCT
cet-15703	90	10	0	0	NUM
cet-15703	90	11	0	0	NUM
cet-15703	90	12	0	0	NUM
cet-15703	90	13	p2	p2	PROPN
cet-15703	90	14	1	1	NUM
cet-15703	90	15	1	1	NUM
cet-15703	90	16	0	0	NUM
cet-15703	90	17	0	0	NUM
cet-15703	90	18	...	...	PUNCT
cet-15703	91	1	0	0	NUM
cet-15703	91	2	0	0	NUM
cet-15703	91	3	0	0	NUM
cet-15703	91	4	...	...	PUNCT
cet-15703	91	5	p58	p58	NOUN
cet-15703	91	6	1	1	NUM
cet-15703	91	7	0	0	NUM
cet-15703	91	8	0	0	NUM
cet-15703	91	9	0	0	NUM
cet-15703	91	10	0	0	NUM
cet-15703	91	11	0	0	NUM
cet-15703	91	12	0	0	NUM
cet-15703	91	13	1	1	NUM
cet-15703	91	14	3	3	NUM
cet-15703	91	15	.	.	NOUN
cet-15703	91	16	result	result	NOUN
cet-15703	91	17	and	and	CCONJ
cet-15703	91	18	discussion	discussion	VERB
cet-15703	91	19	the	the	DET
cet-15703	91	20	optimization	optimization	NOUN
cet-15703	91	21	model	model	NOUN
cet-15703	91	22	yields	yield	VERB
cet-15703	91	23	a	a	DET
cet-15703	91	24	minimized	minimized	ADJ
cet-15703	91	25	cost	cost	NOUN
cet-15703	91	26	of	of	ADP
cet-15703	91	27	$	$	SYM
cet-15703	91	28	1,468,729	1,468,729	NUM
cet-15703	91	29	for	for	ADP
cet-15703	91	30	20	20	NUM
cet-15703	91	31	y.	y.	NOUN
cet-15703	91	32	the	the	DET
cet-15703	91	33	capacity	capacity	NOUN
cet-15703	91	34	and	and	CCONJ
cet-15703	91	35	cost	cost	NOUN
cet-15703	91	36	for	for	ADP
cet-15703	91	37	each	each	DET
cet-15703	91	38	component	component	NOUN
cet-15703	91	39	are	be	AUX
cet-15703	91	40	summarized	summarize	VERB
cet-15703	91	41	in	in	ADP
cet-15703	91	42	table	table	NOUN
cet-15703	91	43	4	4	NUM
cet-15703	91	44	.	.	PUNCT
cet-15703	92	1	in	in	ADP
cet-15703	92	2	terms	term	NOUN
cet-15703	92	3	of	of	ADP
cet-15703	92	4	cost	cost	NOUN
cet-15703	92	5	,	,	PUNCT
cet-15703	92	6	solar	solar	ADJ
cet-15703	92	7	pv	pv	NOUN
cet-15703	92	8	represents	represent	VERB
cet-15703	92	9	the	the	DET
cet-15703	92	10	largest	large	ADJ
cet-15703	92	11	total	total	ADJ
cet-15703	92	12	cost	cost	NOUN
cet-15703	92	13	at	at	ADP
cet-15703	92	14	$	$	SYM
cet-15703	92	15	488,968	488,968	NUM
cet-15703	92	16	,	,	PUNCT
cet-15703	92	17	followed	follow	VERB
cet-15703	92	18	by	by	ADP
cet-15703	92	19	the	the	DET
cet-15703	92	20	main	main	ADJ
cet-15703	92	21	battery	battery	NOUN
cet-15703	92	22	,	,	PUNCT
cet-15703	92	23	biomass	biomass	NOUN
cet-15703	92	24	generator	generator	NOUN
cet-15703	92	25	and	and	CCONJ
cet-15703	92	26	secondary	secondary	ADJ
cet-15703	92	27	battery	battery	NOUN
cet-15703	92	28	.	.	PUNCT
cet-15703	93	1	this	this	PRON
cet-15703	93	2	is	be	AUX
cet-15703	93	3	justified	justify	VERB
cet-15703	93	4	as	as	SCONJ
cet-15703	93	5	solar	solar	ADJ
cet-15703	93	6	pv	pv	NOUN
cet-15703	93	7	contributes	contribute	VERB
cet-15703	93	8	the	the	DET
cet-15703	93	9	most	most	ADJ
cet-15703	93	10	during	during	ADP
cet-15703	93	11	peak	peak	NOUN
cet-15703	93	12	demand	demand	NOUN
cet-15703	93	13	,	,	PUNCT
cet-15703	93	14	as	as	SCONJ
cet-15703	93	15	shown	show	VERB
cet-15703	93	16	in	in	ADP
cet-15703	93	17	figure	figure	NOUN
cet-15703	93	18	2a	2a	NUM
cet-15703	93	19	.	.	PUNCT
cet-15703	94	1	table	table	NOUN
cet-15703	94	2	4	4	NUM
cet-15703	94	3	:	:	PUNCT
cet-15703	94	4	optimal	optimal	ADJ
cet-15703	94	5	modelling	modelling	NOUN
cet-15703	94	6	result	result	NOUN
cet-15703	94	7	for	for	ADP
cet-15703	94	8	renewable	renewable	ADJ
cet-15703	94	9	energy	energy	NOUN
cet-15703	94	10	power	power	NOUN
cet-15703	94	11	system	system	NOUN
cet-15703	94	12	with	with	ADP
cet-15703	94	13	dbess	dbess	ADJ
cet-15703	94	14	during	during	ADP
cet-15703	94	15	the	the	DET
cet-15703	94	16	peak	peak	NOUN
cet-15703	94	17	demand	demand	NOUN
cet-15703	94	18	period	period	NOUN
cet-15703	94	19	from	from	ADP
cet-15703	94	20	11:00	11:00	NUM
cet-15703	94	21	to	to	ADP
cet-15703	94	22	14:00	14:00	NUM
cet-15703	94	23	,	,	PUNCT
cet-15703	94	24	when	when	SCONJ
cet-15703	94	25	the	the	DET
cet-15703	94	26	demand	demand	NOUN
cet-15703	94	27	reaches	reach	VERB
cet-15703	94	28	420	420	NUM
cet-15703	94	29	kw	kw	NOUN
cet-15703	94	30	,	,	PUNCT
cet-15703	94	31	most	most	ADJ
cet-15703	94	32	of	of	ADP
cet-15703	94	33	the	the	DET
cet-15703	94	34	load	load	NOUN
cet-15703	94	35	is	be	AUX
cet-15703	94	36	satisfied	satisfied	ADJ
cet-15703	94	37	by	by	ADP
cet-15703	94	38	solar	solar	ADJ
cet-15703	94	39	pv	pv	NOUN
cet-15703	94	40	generation	generation	NOUN
cet-15703	94	41	,	,	PUNCT
cet-15703	94	42	as	as	SCONJ
cet-15703	94	43	illustrated	illustrate	VERB
cet-15703	94	44	in	in	ADP
cet-15703	94	45	figure	figure	NOUN
cet-15703	94	46	2a	2a	NUM
cet-15703	94	47	.	.	PUNCT
cet-15703	95	1	the	the	DET
cet-15703	95	2	solar	solar	ADJ
cet-15703	95	3	system	system	NOUN
cet-15703	95	4	with	with	ADP
cet-15703	95	5	a	a	DET
cet-15703	95	6	capacity	capacity	NOUN
cet-15703	95	7	of	of	ADP
cet-15703	95	8	611.21	611.21	NUM
cet-15703	95	9	kw	kw	NOUN
cet-15703	95	10	,	,	PUNCT
cet-15703	95	11	produces	produce	VERB
cet-15703	95	12	excess	excess	ADJ
cet-15703	95	13	energy	energy	NOUN
cet-15703	95	14	that	that	PRON
cet-15703	95	15	charges	charge	VERB
cet-15703	95	16	both	both	DET
cet-15703	95	17	batteries	battery	NOUN
cet-15703	95	18	,	,	PUNCT
cet-15703	95	19	ensuring	ensure	VERB
cet-15703	95	20	adequate	adequate	ADJ
cet-15703	95	21	stored	store	VERB
cet-15703	95	22	energy	energy	NOUN
cet-15703	95	23	for	for	ADP
cet-15703	95	24	periods	period	NOUN
cet-15703	95	25	with	with	ADP
cet-15703	95	26	low	low	ADJ
cet-15703	95	27	or	or	CCONJ
cet-15703	95	28	no	no	DET
cet-15703	95	29	solar	solar	ADJ
cet-15703	95	30	input	input	NOUN
cet-15703	95	31	.	.	PUNCT
cet-15703	96	1	additionally	additionally	ADV
cet-15703	96	2	,	,	PUNCT
cet-15703	96	3	the	the	DET
cet-15703	96	4	biomass	biomass	NOUN
cet-15703	96	5	generator	generator	NOUN
cet-15703	96	6	with	with	ADP
cet-15703	96	7	a	a	DET
cet-15703	96	8	capacity	capacity	NOUN
cet-15703	96	9	of	of	ADP
cet-15703	96	10	171.83	171.83	NUM
cet-15703	96	11	kw	kw	NOUN
cet-15703	96	12	is	be	AUX
cet-15703	96	13	used	use	VERB
cet-15703	96	14	to	to	PART
cet-15703	96	15	supplement	supplement	VERB
cet-15703	96	16	energy	energy	NOUN
cet-15703	96	17	production	production	NOUN
cet-15703	96	18	when	when	SCONJ
cet-15703	96	19	solar	solar	ADJ
cet-15703	96	20	availability	availability	NOUN
cet-15703	96	21	is	be	AUX
cet-15703	96	22	insufficient	insufficient	ADJ
cet-15703	96	23	,	,	PUNCT
cet-15703	96	24	especially	especially	ADV
cet-15703	96	25	during	during	ADP
cet-15703	96	26	early	early	ADJ
cet-15703	96	27	morning	morning	NOUN
cet-15703	96	28	and	and	CCONJ
cet-15703	96	29	late	late	ADJ
cet-15703	96	30	evening	evening	NOUN
cet-15703	96	31	hours	hour	NOUN
cet-15703	96	32	.	.	PUNCT
cet-15703	97	1	this	this	DET
cet-15703	97	2	complementary	complementary	ADJ
cet-15703	97	3	operation	operation	NOUN
cet-15703	97	4	between	between	ADP
cet-15703	97	5	solar	solar	ADJ
cet-15703	97	6	pv	pv	NOUN
cet-15703	97	7	and	and	CCONJ
cet-15703	97	8	biomass	biomass	NOUN
cet-15703	97	9	reduces	reduce	VERB
cet-15703	97	10	the	the	DET
cet-15703	97	11	dependency	dependency	NOUN
cet-15703	97	12	on	on	ADP
cet-15703	97	13	large	large	ADJ
cet-15703	97	14	battery	battery	NOUN
cet-15703	97	15	storage	storage	NOUN
cet-15703	97	16	and	and	CCONJ
cet-15703	97	17	contributes	contribute	VERB
cet-15703	97	18	to	to	ADP
cet-15703	97	19	the	the	DET
cet-15703	97	20	overall	overall	ADJ
cet-15703	97	21	cost	cost	NOUN
cet-15703	97	22	-	-	PUNCT
cet-15703	97	23	effectiveness	effectiveness	NOUN
cet-15703	97	24	of	of	ADP
cet-15703	97	25	the	the	DET
cet-15703	97	26	system	system	NOUN
cet-15703	97	27	.	.	PUNCT
cet-15703	98	1	overall	overall	ADV
cet-15703	98	2	,	,	PUNCT
cet-15703	98	3	the	the	DET
cet-15703	98	4	model	model	NOUN
cet-15703	98	5	presents	present	VERB
cet-15703	98	6	a	a	DET
cet-15703	98	7	well	well	ADV
cet-15703	98	8	-	-	PUNCT
cet-15703	98	9	balanced	balance	VERB
cet-15703	98	10	hybrid	hybrid	ADJ
cet-15703	98	11	renewable	renewable	ADJ
cet-15703	98	12	energy	energy	NOUN
cet-15703	98	13	system	system	NOUN
cet-15703	98	14	that	that	PRON
cet-15703	98	15	maximizes	maximize	VERB
cet-15703	98	16	the	the	DET
cet-15703	98	17	use	use	NOUN
cet-15703	98	18	of	of	ADP
cet-15703	98	19	solar	solar	ADJ
cet-15703	98	20	energy	energy	NOUN
cet-15703	98	21	while	while	SCONJ
cet-15703	98	22	relying	rely	VERB
cet-15703	98	23	on	on	ADP
cet-15703	98	24	biomass	biomass	NOUN
cet-15703	98	25	and	and	CCONJ
cet-15703	98	26	battery	battery	NOUN
cet-15703	98	27	storage	storage	NOUN
cet-15703	98	28	as	as	ADP
cet-15703	98	29	flexible	flexible	ADJ
cet-15703	98	30	support	support	NOUN
cet-15703	98	31	.	.	PUNCT
cet-15703	99	1	the	the	DET
cet-15703	99	2	results	result	NOUN
cet-15703	99	3	emphasize	emphasize	VERB
cet-15703	99	4	the	the	DET
cet-15703	99	5	importance	importance	NOUN
cet-15703	99	6	of	of	ADP
cet-15703	99	7	optimal	optimal	ADJ
cet-15703	99	8	sizing	sizing	NOUN
cet-15703	99	9	and	and	CCONJ
cet-15703	99	10	operational	operational	ADJ
cet-15703	99	11	coordination	coordination	NOUN
cet-15703	99	12	of	of	ADP
cet-15703	99	13	generation	generation	NOUN
cet-15703	99	14	and	and	CCONJ
cet-15703	99	15	storage	storage	NOUN
cet-15703	99	16	to	to	PART
cet-15703	99	17	achieve	achieve	VERB
cet-15703	99	18	both	both	DET
cet-15703	99	19	reliability	reliability	NOUN
cet-15703	99	20	and	and	CCONJ
cet-15703	99	21	cost	cost	NOUN
cet-15703	99	22	minimization	minimization	NOUN
cet-15703	99	23	in	in	ADP
cet-15703	99	24	renewable	renewable	ADJ
cet-15703	99	25	-	-	PUNCT
cet-15703	99	26	powered	power	VERB
cet-15703	99	27	microgrids	microgrid	NOUN
cet-15703	99	28	.	.	PUNCT
cet-15703	100	1	figure	figure	NOUN
cet-15703	100	2	2	2	NUM
cet-15703	100	3	:	:	PUNCT
cet-15703	100	4	a	a	X
cet-15703	100	5	)	)	PUNCT
cet-15703	100	6	power	power	NOUN
cet-15703	100	7	generation	generation	NOUN
cet-15703	100	8	with	with	ADP
cet-15703	100	9	solar	solar	ADJ
cet-15703	100	10	pv	pv	NOUN
cet-15703	100	11	and	and	CCONJ
cet-15703	100	12	biomass	biomass	NOUN
cet-15703	100	13	generator	generator	NOUN
cet-15703	100	14	b	b	PROPN
cet-15703	100	15	)	)	PUNCT
cet-15703	100	16	daily	daily	ADJ
cet-15703	100	17	energy	energy	NOUN
cet-15703	100	18	content	content	NOUN
cet-15703	100	19	of	of	ADP
cet-15703	100	20	dbess	dbess	ADJ
cet-15703	100	21	according	accord	VERB
cet-15703	100	22	to	to	PART
cet-15703	100	23	figure	figure	NOUN
cet-15703	100	24	2b	2b	NOUN
cet-15703	100	25	,	,	PUNCT
cet-15703	100	26	which	which	PRON
cet-15703	100	27	illustrates	illustrate	VERB
cet-15703	100	28	the	the	DET
cet-15703	100	29	daily	daily	ADJ
cet-15703	100	30	energy	energy	NOUN
cet-15703	100	31	content	content	NOUN
cet-15703	100	32	of	of	ADP
cet-15703	100	33	the	the	DET
cet-15703	100	34	dbess	dbess	ADJ
cet-15703	100	35	,	,	PUNCT
cet-15703	100	36	the	the	DET
cet-15703	100	37	main	main	ADJ
cet-15703	100	38	battery	battery	NOUN
cet-15703	100	39	has	have	VERB
cet-15703	100	40	a	a	DET
cet-15703	100	41	significantly	significantly	ADV
cet-15703	100	42	higher	high	ADJ
cet-15703	100	43	energy	energy	NOUN
cet-15703	100	44	capacity	capacity	NOUN
cet-15703	100	45	of	of	ADP
cet-15703	100	46	388.23	388.23	NUM
cet-15703	100	47	kwh	kwh	NOUN
cet-15703	100	48	compared	compare	VERB
cet-15703	100	49	to	to	ADP
cet-15703	100	50	the	the	DET
cet-15703	100	51	secondary	secondary	ADJ
cet-15703	100	52	battery	battery	NOUN
cet-15703	100	53	's	's	PART
cet-15703	100	54	118.59	118.59	NUM
cet-15703	100	55	kwh	kwh	NOUN
cet-15703	100	56	.	.	PUNCT
cet-15703	101	1	the	the	DET
cet-15703	101	2	data	datum	NOUN
cet-15703	101	3	shows	show	VERB
cet-15703	101	4	that	that	SCONJ
cet-15703	101	5	the	the	DET
cet-15703	101	6	main	main	ADJ
cet-15703	101	7	battery	battery	NOUN
cet-15703	101	8	charges	charge	NOUN
cet-15703	101	9	from	from	ADP
cet-15703	101	10	10:00	10:00	NUM
cet-15703	101	11	to	to	ADP
cet-15703	101	12	17:00	17:00	NUM
cet-15703	101	13	,	,	PUNCT
cet-15703	101	14	when	when	SCONJ
cet-15703	101	15	solar	solar	ADJ
cet-15703	101	16	energy	energy	NOUN
cet-15703	101	17	is	be	AUX
cet-15703	101	18	abundant	abundant	ADJ
cet-15703	101	19	,	,	PUNCT
cet-15703	101	20	and	and	CCONJ
cet-15703	101	21	discharges	discharge	NOUN
cet-15703	101	22	from	from	ADP
cet-15703	101	23	17:00	17:00	NUM
cet-15703	101	24	to	to	ADP
cet-15703	101	25	22:00	22:00	NUM
cet-15703	101	26	to	to	PART
cet-15703	101	27	meet	meet	VERB
cet-15703	101	28	residual	residual	ADJ
cet-15703	101	29	demand	demand	NOUN
cet-15703	101	30	,	,	PUNCT
cet-15703	101	31	reducing	reduce	VERB
cet-15703	101	32	reliance	reliance	NOUN
cet-15703	101	33	on	on	ADP
cet-15703	101	34	the	the	DET
cet-15703	101	35	biomass	biomass	NOUN
cet-15703	101	36	generator	generator	NOUN
cet-15703	101	37	.	.	PUNCT
cet-15703	102	1	the	the	DET
cet-15703	102	2	secondary	secondary	ADJ
cet-15703	102	3	battery	battery	NOUN
cet-15703	102	4	acts	act	NOUN
cet-15703	102	5	as	as	ADP
cet-15703	102	6	a	a	DET
cet-15703	102	7	buffer	buffer	NOUN
cet-15703	102	8	,	,	PUNCT
cet-15703	102	9	supplying	supply	VERB
cet-15703	102	10	power	power	NOUN
cet-15703	102	11	when	when	SCONJ
cet-15703	102	12	the	the	DET
cet-15703	102	13	main	main	ADJ
cet-15703	102	14	battery	battery	NOUN
cet-15703	102	15	is	be	AUX
cet-15703	102	16	unavailable	unavailable	ADJ
cet-15703	102	17	,	,	PUNCT
cet-15703	102	18	typically	typically	ADV
cet-15703	102	19	between	between	ADP
cet-15703	102	20	05:00	05:00	NUM
cet-15703	102	21	and	and	CCONJ
cet-15703	102	22	08:00	08:00	NUM
cet-15703	102	23	.	.	PUNCT
cet-15703	103	1	it	it	PRON
cet-15703	103	2	also	also	ADV
cet-15703	103	3	operates	operate	VERB
cet-15703	103	4	in	in	ADP
cet-15703	103	5	coordination	coordination	NOUN
cet-15703	103	6	with	with	ADP
cet-15703	103	7	the	the	DET
cet-15703	103	8	main	main	ADJ
cet-15703	103	9	battery	battery	NOUN
cet-15703	103	10	,	,	PUNCT
cet-15703	103	11	charging	charge	VERB
cet-15703	103	12	and	and	CCONJ
cet-15703	103	13	discharging	discharge	VERB
cet-15703	103	14	between	between	ADP
cet-15703	103	15	12:00	12:00	NUM
cet-15703	103	16	and	and	CCONJ
cet-15703	103	17	19:00	19:00	NUM
cet-15703	103	18	.	.	PUNCT
cet-15703	104	1	the	the	DET
cet-15703	104	2	secondary	secondary	ADJ
cet-15703	104	3	battery	battery	NOUN
cet-15703	104	4	handles	handle	NOUN
cet-15703	104	5	rapid	rapid	ADJ
cet-15703	104	6	,	,	PUNCT
cet-15703	104	7	minor	minor	ADJ
cet-15703	104	8	energy	energy	NOUN
cet-15703	104	9	fluctuations	fluctuation	NOUN
cet-15703	104	10	and	and	CCONJ
cet-15703	104	11	smooths	smooth	VERB
cet-15703	104	12	short	short	ADJ
cet-15703	104	13	-	-	PUNCT
cet-15703	104	14	term	term	NOUN
cet-15703	104	15	variations	variation	NOUN
cet-15703	104	16	in	in	ADP
cet-15703	104	17	supply	supply	NOUN
cet-15703	104	18	,	,	PUNCT
cet-15703	104	19	especially	especially	ADV
cet-15703	104	20	during	during	ADP
cet-15703	104	21	transitional	transitional	ADJ
cet-15703	104	22	periods	period	NOUN
cet-15703	104	23	such	such	ADJ
cet-15703	104	24	as	as	ADP
cet-15703	104	25	sunrise	sunrise	NOUN
cet-15703	104	26	and	and	CCONJ
cet-15703	104	27	sunset	sunset	NOUN
cet-15703	104	28	.	.	PUNCT
cet-15703	105	1	this	this	DET
cet-15703	105	2	behaviour	behaviour	NOUN
cet-15703	105	3	demonstrates	demonstrate	VERB
cet-15703	105	4	that	that	SCONJ
cet-15703	105	5	the	the	DET
cet-15703	105	6	model	model	NOUN
cet-15703	105	7	component	component	NOUN
cet-15703	105	8	capacity	capacity	NOUN
cet-15703	105	9	cost	cost	NOUN
cet-15703	105	10	(	(	PUNCT
cet-15703	105	11	$	$	SYM
cet-15703	105	12	)	)	PUNCT
cet-15703	105	13	solar	solar	ADJ
cet-15703	105	14	pv	pv	NOUN
cet-15703	105	15	611.21	611.21	NUM
cet-15703	105	16	kw	kw	NOUN
cet-15703	105	17	488,968	488,968	NUM
cet-15703	105	18	biomass	biomass	NOUN
cet-15703	105	19	generator	generator	NOUN
cet-15703	105	20	171.83	171.83	NUM
cet-15703	105	21	kw	kw	NOUN
cet-15703	105	22	395,392	395,392	NUM
cet-15703	105	23	main	main	ADJ
cet-15703	105	24	battery	battery	NOUN
cet-15703	105	25	388.23	388.23	NUM
cet-15703	105	26	kwh	kwh	NOUN
cet-15703	105	27	412,954	412,954	NUM
cet-15703	105	28	secondary	secondary	ADJ
cet-15703	105	29	battery	battery	NOUN
cet-15703	105	30	118.59	118.59	NUM
cet-15703	105	31	kwh	kwh	NOUN
cet-15703	105	32	171,415	171,415	NUM
cet-15703	105	33	467	467	NUM
cet-15703	105	34	effectively	effectively	ADV
cet-15703	105	35	optimizes	optimize	VERB
cet-15703	105	36	dbess	dbess	ADJ
cet-15703	105	37	sizing	sizing	NOUN
cet-15703	105	38	by	by	ADP
cet-15703	105	39	leveraging	leverage	VERB
cet-15703	105	40	the	the	DET
cet-15703	105	41	secondary	secondary	ADJ
cet-15703	105	42	battery	battery	NOUN
cet-15703	105	43	’s	’s	PART
cet-15703	105	44	support	support	NOUN
cet-15703	105	45	function	function	NOUN
cet-15703	105	46	,	,	PUNCT
cet-15703	105	47	avoiding	avoid	VERB
cet-15703	105	48	the	the	DET
cet-15703	105	49	need	need	NOUN
cet-15703	105	50	to	to	PART
cet-15703	105	51	oversize	oversize	VERB
cet-15703	105	52	the	the	DET
cet-15703	105	53	main	main	ADJ
cet-15703	105	54	battery	battery	NOUN
cet-15703	105	55	4	4	NUM
cet-15703	105	56	.	.	PUNCT
cet-15703	105	57	conclusion	conclusion	VERB
cet-15703	105	58	the	the	DET
cet-15703	105	59	optimization	optimization	NOUN
cet-15703	105	60	model	model	NOUN
cet-15703	105	61	successfully	successfully	ADV
cet-15703	105	62	identified	identify	VERB
cet-15703	105	63	the	the	DET
cet-15703	105	64	most	most	ADV
cet-15703	105	65	cost	cost	NOUN
cet-15703	105	66	-	-	PUNCT
cet-15703	105	67	effective	effective	ADJ
cet-15703	105	68	configuration	configuration	NOUN
cet-15703	105	69	for	for	ADP
cet-15703	105	70	a	a	DET
cet-15703	105	71	hybrid	hybrid	ADJ
cet-15703	105	72	renewable	renewable	ADJ
cet-15703	105	73	energy	energy	NOUN
cet-15703	105	74	system	system	NOUN
cet-15703	105	75	incorporating	incorporate	VERB
cet-15703	105	76	solar	solar	ADJ
cet-15703	105	77	pv	pv	NOUN
cet-15703	105	78	,	,	PUNCT
cet-15703	105	79	biomass	biomass	NOUN
cet-15703	105	80	generation	generation	NOUN
cet-15703	105	81	,	,	PUNCT
cet-15703	105	82	and	and	CCONJ
cet-15703	105	83	dbess	dbess	ADJ
cet-15703	105	84	over	over	ADP
cet-15703	105	85	20	20	NUM
cet-15703	105	86	y	y	NOUN
cet-15703	105	87	with	with	ADP
cet-15703	105	88	minimized	minimized	ADJ
cet-15703	105	89	total	total	ADJ
cet-15703	105	90	system	system	NOUN
cet-15703	105	91	cost	cost	NOUN
cet-15703	105	92	of	of	ADP
cet-15703	105	93	$	$	SYM
cet-15703	105	94	1,468,729	1,468,729	NUM
cet-15703	105	95	.	.	PUNCT
cet-15703	106	1	the	the	DET
cet-15703	106	2	model	model	NOUN
cet-15703	106	3	effectively	effectively	ADV
cet-15703	106	4	balanced	balanced	ADJ
cet-15703	106	5	generation	generation	NOUN
cet-15703	106	6	and	and	CCONJ
cet-15703	106	7	storage	storage	NOUN
cet-15703	106	8	capacities	capacity	NOUN
cet-15703	106	9	,	,	PUNCT
cet-15703	106	10	ensuring	ensure	VERB
cet-15703	106	11	a	a	DET
cet-15703	106	12	reliable	reliable	ADJ
cet-15703	106	13	power	power	NOUN
cet-15703	106	14	supply	supply	NOUN
cet-15703	106	15	during	during	ADP
cet-15703	106	16	peak	peak	NOUN
cet-15703	106	17	demand	demand	NOUN
cet-15703	106	18	and	and	CCONJ
cet-15703	106	19	periods	period	NOUN
cet-15703	106	20	of	of	ADP
cet-15703	106	21	solar	solar	ADJ
cet-15703	106	22	unavailability	unavailability	NOUN
cet-15703	106	23	.	.	PUNCT
cet-15703	107	1	the	the	DET
cet-15703	107	2	system	system	NOUN
cet-15703	107	3	's	's	PART
cet-15703	107	4	design	design	NOUN
cet-15703	107	5	leverages	leverage	VERB
cet-15703	107	6	the	the	DET
cet-15703	107	7	strengths	strength	NOUN
cet-15703	107	8	of	of	ADP
cet-15703	107	9	each	each	DET
cet-15703	107	10	component	component	NOUN
cet-15703	107	11	,	,	PUNCT
cet-15703	107	12	where	where	SCONJ
cet-15703	107	13	solar	solar	ADJ
cet-15703	107	14	pv	pv	NOUN
cet-15703	107	15	supplies	supply	VERB
cet-15703	107	16	most	most	ADJ
cet-15703	107	17	of	of	ADP
cet-15703	107	18	the	the	DET
cet-15703	107	19	power	power	NOUN
cet-15703	107	20	during	during	ADP
cet-15703	107	21	midday	midday	NOUN
cet-15703	107	22	peak	peak	NOUN
cet-15703	107	23	hours	hour	NOUN
cet-15703	107	24	,	,	PUNCT
cet-15703	107	25	excess	excess	ADJ
cet-15703	107	26	solar	solar	ADJ
cet-15703	107	27	energy	energy	NOUN
cet-15703	107	28	is	be	AUX
cet-15703	107	29	stored	store	VERB
cet-15703	107	30	in	in	ADP
cet-15703	107	31	both	both	DET
cet-15703	107	32	batteries	battery	NOUN
cet-15703	107	33	,	,	PUNCT
cet-15703	107	34	and	and	CCONJ
cet-15703	107	35	the	the	DET
cet-15703	107	36	biomass	biomass	NOUN
cet-15703	107	37	generator	generator	NOUN
cet-15703	107	38	supplements	supplement	VERB
cet-15703	107	39	the	the	DET
cet-15703	107	40	supply	supply	NOUN
cet-15703	107	41	during	during	ADP
cet-15703	107	42	low	low	ADJ
cet-15703	107	43	solar	solar	ADJ
cet-15703	107	44	periods	period	NOUN
cet-15703	107	45	.	.	PUNCT
cet-15703	108	1	the	the	DET
cet-15703	108	2	dbess	dbess	ADJ
cet-15703	108	3	configuration	configuration	NOUN
cet-15703	108	4	enhances	enhance	VERB
cet-15703	108	5	system	system	NOUN
cet-15703	108	6	reliability	reliability	NOUN
cet-15703	108	7	and	and	CCONJ
cet-15703	108	8	flexibility	flexibility	NOUN
cet-15703	108	9	.	.	PUNCT
cet-15703	109	1	the	the	DET
cet-15703	109	2	main	main	ADJ
cet-15703	109	3	battery	battery	NOUN
cet-15703	109	4	handles	handle	VERB
cet-15703	109	5	bulk	bulk	ADJ
cet-15703	109	6	energy	energy	NOUN
cet-15703	109	7	storage	storage	NOUN
cet-15703	109	8	with	with	ADP
cet-15703	109	9	a	a	DET
cet-15703	109	10	single	single	ADJ
cet-15703	109	11	daily	daily	ADJ
cet-15703	109	12	charge	charge	NOUN
cet-15703	109	13	-	-	PUNCT
cet-15703	109	14	discharge	discharge	NOUN
cet-15703	109	15	cycle	cycle	NOUN
cet-15703	109	16	.	.	PUNCT
cet-15703	110	1	in	in	ADP
cet-15703	110	2	contrast	contrast	NOUN
cet-15703	110	3	,	,	PUNCT
cet-15703	110	4	the	the	DET
cet-15703	110	5	secondary	secondary	ADJ
cet-15703	110	6	battery	battery	NOUN
cet-15703	110	7	provides	provide	VERB
cet-15703	110	8	critical	critical	ADJ
cet-15703	110	9	support	support	NOUN
cet-15703	110	10	during	during	ADP
cet-15703	110	11	short	short	ADJ
cet-15703	110	12	-	-	PUNCT
cet-15703	110	13	term	term	NOUN
cet-15703	110	14	fluctuations	fluctuation	NOUN
cet-15703	110	15	and	and	CCONJ
cet-15703	110	16	transitional	transitional	ADJ
cet-15703	110	17	periods	period	NOUN
cet-15703	110	18	,	,	PUNCT
cet-15703	110	19	reducing	reduce	VERB
cet-15703	110	20	stress	stress	NOUN
cet-15703	110	21	on	on	ADP
cet-15703	110	22	the	the	DET
cet-15703	110	23	main	main	ADJ
cet-15703	110	24	battery	battery	NOUN
cet-15703	110	25	and	and	CCONJ
cet-15703	110	26	improving	improve	VERB
cet-15703	110	27	overall	overall	ADJ
cet-15703	110	28	efficiency	efficiency	NOUN
cet-15703	110	29	.	.	PUNCT
cet-15703	111	1	the	the	DET
cet-15703	111	2	results	result	NOUN
cet-15703	111	3	confirm	confirm	VERB
cet-15703	111	4	that	that	SCONJ
cet-15703	111	5	coordinated	coordinated	ADJ
cet-15703	111	6	operation	operation	NOUN
cet-15703	111	7	between	between	ADP
cet-15703	111	8	generation	generation	NOUN
cet-15703	111	9	sources	source	NOUN
cet-15703	111	10	and	and	CCONJ
cet-15703	111	11	dual	dual	ADJ
cet-15703	111	12	batteries	battery	NOUN
cet-15703	111	13	allows	allow	VERB
cet-15703	111	14	for	for	ADP
cet-15703	111	15	a	a	DET
cet-15703	111	16	balanced	balanced	ADJ
cet-15703	111	17	,	,	PUNCT
cet-15703	111	18	cost	cost	NOUN
cet-15703	111	19	-	-	PUNCT
cet-15703	111	20	effective	effective	ADJ
cet-15703	111	21	,	,	PUNCT
cet-15703	111	22	and	and	CCONJ
cet-15703	111	23	reliable	reliable	ADJ
cet-15703	111	24	power	power	NOUN
cet-15703	111	25	supply	supply	NOUN
cet-15703	111	26	.	.	PUNCT
cet-15703	112	1	acknowledgement	acknowledgement	NOUN
cet-15703	112	2	financial	financial	ADJ
cet-15703	112	3	supports	support	NOUN
cet-15703	112	4	are	be	AUX
cet-15703	112	5	acknowledged	acknowledge	VERB
cet-15703	112	6	by	by	ADP
cet-15703	112	7	the	the	DET
cet-15703	112	8	ministry	ministry	PROPN
cet-15703	112	9	of	of	ADP
cet-15703	112	10	higher	high	ADJ
cet-15703	112	11	education	education	NOUN
cet-15703	112	12	(	(	PUNCT
cet-15703	112	13	mohe	mohe	PROPN
cet-15703	112	14	)	)	PUNCT
cet-15703	112	15	,	,	PUNCT
cet-15703	112	16	malaysia	malaysia	PROPN
cet-15703	112	17	,	,	PUNCT
cet-15703	112	18	and	and	CCONJ
cet-15703	112	19	universiti	universiti	PROPN
cet-15703	112	20	teknologi	teknologi	PROPN
cet-15703	112	21	malaysia	malaysia	PROPN
cet-15703	112	22	via	via	ADP
cet-15703	112	23	utm	utm	PROPN
cet-15703	112	24	fundamental	fundamental	ADJ
cet-15703	112	25	research	research	NOUN
cet-15703	112	26	grant	grant	NOUN
cet-15703	112	27	(	(	PUNCT
cet-15703	112	28	q.j130000.3846.23h42	q.j130000.3846.23h42	NUM
cet-15703	112	29	)	)	PUNCT
cet-15703	112	30	.	.	PUNCT
cet-15703	113	1	references	reference	NOUN
cet-15703	113	2	atawi	atawi	VERB
cet-15703	113	3	i.e.	i.e.	X
cet-15703	113	4	,	,	PUNCT
cet-15703	113	5	al	al	PROPN
cet-15703	113	6	-	-	PUNCT
cet-15703	113	7	shetwi	shetwi	PROPN
cet-15703	113	8	a.q	a.q	PROPN
cet-15703	113	9	.	.	PROPN
cet-15703	113	10	,	,	PUNCT
cet-15703	113	11	magableh	magableh	PROPN
cet-15703	113	12	a.m.	a.m.	ADV
cet-15703	113	13	,	,	PUNCT
cet-15703	113	14	albalawi	albalawi	PROPN
cet-15703	113	15	o.h	o.h	PROPN
cet-15703	113	16	.	.	PROPN
cet-15703	113	17	,	,	PUNCT
cet-15703	113	18	2022	2022	NUM
cet-15703	113	19	,	,	PUNCT
cet-15703	113	20	recent	recent	ADJ
cet-15703	113	21	advances	advance	NOUN
cet-15703	113	22	in	in	ADP
cet-15703	113	23	hybrid	hybrid	ADJ
cet-15703	113	24	energy	energy	NOUN
cet-15703	113	25	storage	storage	NOUN
cet-15703	113	26	system	system	NOUN
cet-15703	113	27	integrated	integrate	VERB
cet-15703	113	28	renewable	renewable	ADJ
cet-15703	113	29	power	power	NOUN
cet-15703	113	30	generation	generation	NOUN
cet-15703	113	31	:	:	PUNCT
cet-15703	113	32	configuration	configuration	NOUN
cet-15703	113	33	,	,	PUNCT
cet-15703	113	34	control	control	NOUN
cet-15703	113	35	,	,	PUNCT
cet-15703	113	36	applications	application	NOUN
cet-15703	113	37	,	,	PUNCT
cet-15703	113	38	and	and	CCONJ
cet-15703	113	39	future	future	ADJ
cet-15703	113	40	directions	direction	NOUN
cet-15703	113	41	.	.	PUNCT
cet-15703	114	1	batteries	battery	NOUN
cet-15703	114	2	,	,	PUNCT
cet-15703	114	3	9(1	9(1	NUM
cet-15703	114	4	)	)	PUNCT
cet-15703	114	5	,	,	PUNCT
cet-15703	114	6	29	29	NUM
cet-15703	114	7	.	.	PUNCT
cet-15703	115	1	balducci	balducci	PROPN
cet-15703	115	2	p.	p.	PROPN
cet-15703	115	3	,	,	PUNCT
cet-15703	115	4	mongird	mongird	PROPN
cet-15703	115	5	k.	k.	PROPN
cet-15703	115	6	,	,	PUNCT
cet-15703	115	7	weimar	weimar	PROPN
cet-15703	115	8	m.	m.	NOUN
cet-15703	115	9	,	,	PUNCT
cet-15703	115	10	2021	2021	NUM
cet-15703	115	11	,	,	PUNCT
cet-15703	115	12	understanding	understand	VERB
cet-15703	115	13	the	the	DET
cet-15703	115	14	value	value	NOUN
cet-15703	115	15	of	of	ADP
cet-15703	115	16	energy	energy	NOUN
cet-15703	115	17	storage	storage	NOUN
cet-15703	115	18	for	for	ADP
cet-15703	115	19	power	power	NOUN
cet-15703	115	20	system	system	NOUN
cet-15703	115	21	reliability	reliability	NOUN
cet-15703	115	22	and	and	CCONJ
cet-15703	115	23	resilience	resilience	NOUN
cet-15703	115	24	applications	application	NOUN
cet-15703	115	25	.	.	PUNCT
cet-15703	116	1	current	current	ADJ
cet-15703	116	2	sustainable	sustainable	ADJ
cet-15703	116	3	/	/	SYM
cet-15703	116	4	renewable	renewable	ADJ
cet-15703	116	5	energy	energy	NOUN
cet-15703	116	6	reports	report	NOUN
cet-15703	116	7	,	,	PUNCT
cet-15703	116	8	8(3	8(3	NUM
cet-15703	116	9	)	)	PUNCT
cet-15703	116	10	,	,	PUNCT
cet-15703	116	11	131–137	131–137	NUM
cet-15703	116	12	.	.	PUNCT
cet-15703	117	1	chen	chen	PROPN
cet-15703	117	2	x.	x.	PROPN
cet-15703	117	3	,	,	PUNCT
cet-15703	117	4	liu	liu	PROPN
cet-15703	117	5	z.	z.	PROPN
cet-15703	117	6	,	,	PUNCT
cet-15703	117	7	wang	wang	PROPN
cet-15703	117	8	p.	p.	PROPN
cet-15703	117	9	,	,	PUNCT
cet-15703	117	10	li	li	PROPN
cet-15703	117	11	b.	b.	PROPN
cet-15703	117	12	,	,	PUNCT
cet-15703	117	13	liu	liu	PROPN
cet-15703	117	14	r.	r.	PROPN
cet-15703	117	15	,	,	PUNCT
cet-15703	117	16	zhang	zhang	PROPN
cet-15703	117	17	l.	l.	PROPN
cet-15703	117	18	,	,	PUNCT
cet-15703	117	19	zhao	zhao	PROPN
cet-15703	117	20	c.	c.	PROPN
cet-15703	117	21	,	,	PUNCT
cet-15703	117	22	luo	luo	PROPN
cet-15703	117	23	s.	s.	PROPN
cet-15703	117	24	,	,	PUNCT
cet-15703	117	25	2023	2023	NUM
cet-15703	117	26	,	,	PUNCT
cet-15703	117	27	multi	multi	ADJ
cet-15703	117	28	-	-	ADJ
cet-15703	117	29	objective	objective	ADJ
cet-15703	117	30	optimization	optimization	NOUN
cet-15703	117	31	of	of	ADP
cet-15703	117	32	battery	battery	NOUN
cet-15703	117	33	capacity	capacity	NOUN
cet-15703	117	34	of	of	ADP
cet-15703	117	35	grid	grid	NOUN
cet-15703	117	36	-	-	PUNCT
cet-15703	117	37	connected	connect	VERB
cet-15703	117	38	pv	pv	NOUN
cet-15703	117	39	-	-	PUNCT
cet-15703	117	40	bess	bess	NOUN
cet-15703	117	41	system	system	NOUN
cet-15703	117	42	in	in	ADP
cet-15703	117	43	hybrid	hybrid	ADJ
cet-15703	117	44	building	building	NOUN
cet-15703	117	45	energy	energy	NOUN
cet-15703	117	46	sharing	sharing	NOUN
cet-15703	117	47	community	community	NOUN
cet-15703	117	48	considering	consider	VERB
cet-15703	117	49	time	time	NOUN
cet-15703	117	50	-	-	PUNCT
cet-15703	117	51	of	of	ADP
cet-15703	117	52	-	-	PUNCT
cet-15703	117	53	use	use	NOUN
cet-15703	117	54	tariff	tariff	NOUN
cet-15703	117	55	.	.	PUNCT
cet-15703	118	1	applied	apply	VERB
cet-15703	118	2	energy	energy	NOUN
cet-15703	118	3	,	,	PUNCT
cet-15703	118	4	350	350	NUM
cet-15703	118	5	,	,	PUNCT
cet-15703	118	6	121727	121727	NUM
cet-15703	118	7	.	.	PUNCT
cet-15703	119	1	come	come	VERB
cet-15703	119	2	zebra	zebra	PROPN
cet-15703	119	3	e.i	e.i	PROPN
cet-15703	119	4	.	.	PROPN
cet-15703	119	5	,	,	PUNCT
cet-15703	119	6	van	van	PROPN
cet-15703	119	7	der	der	PROPN
cet-15703	119	8	windt	windt	PROPN
cet-15703	119	9	h.j	h.j	PROPN
cet-15703	119	10	.	.	PROPN
cet-15703	119	11	,	,	PUNCT
cet-15703	119	12	nhumaio	nhumaio	PROPN
cet-15703	119	13	g.	g.	PROPN
cet-15703	119	14	,	,	PUNCT
cet-15703	119	15	faaij	faaij	PROPN
cet-15703	119	16	a.p.c	a.p.c	PROPN
cet-15703	119	17	.	.	PROPN
cet-15703	119	18	,	,	PUNCT
cet-15703	119	19	2021	2021	NUM
cet-15703	119	20	,	,	PUNCT
cet-15703	119	21	a	a	DET
cet-15703	119	22	review	review	NOUN
cet-15703	119	23	of	of	ADP
cet-15703	119	24	hybrid	hybrid	ADJ
cet-15703	119	25	renewable	renewable	ADJ
cet-15703	119	26	energy	energy	NOUN
cet-15703	119	27	systems	system	NOUN
cet-15703	119	28	in	in	ADP
cet-15703	119	29	mini	mini	NOUN
cet-15703	119	30	-	-	NOUN
cet-15703	119	31	grids	grid	NOUN
cet-15703	119	32	for	for	ADP
cet-15703	119	33	off	off	ADP
cet-15703	119	34	-	-	PUNCT
cet-15703	119	35	grid	grid	NOUN
cet-15703	119	36	electrification	electrification	NOUN
cet-15703	119	37	in	in	ADP
cet-15703	119	38	developing	develop	VERB
cet-15703	119	39	countries	country	NOUN
cet-15703	119	40	.	.	PUNCT
cet-15703	120	1	renewable	renewable	ADJ
cet-15703	120	2	and	and	CCONJ
cet-15703	120	3	sustainable	sustainable	ADJ
cet-15703	120	4	energy	energy	NOUN
cet-15703	120	5	reviews	review	NOUN
cet-15703	120	6	,	,	PUNCT
cet-15703	120	7	144	144	NUM
cet-15703	120	8	,	,	PUNCT
cet-15703	120	9	111036	111036	NUM
cet-15703	120	10	.	.	PUNCT
cet-15703	121	1	international	international	ADJ
cet-15703	121	2	renewable	renewable	ADJ
cet-15703	121	3	energy	energy	NOUN
cet-15703	121	4	agency	agency	NOUN
cet-15703	121	5	(	(	PUNCT
cet-15703	121	6	irena	irena	PROPN
cet-15703	121	7	)	)	PUNCT
cet-15703	121	8	,	,	PUNCT
cet-15703	121	9	2019	2019	NUM
cet-15703	121	10	,	,	PUNCT
cet-15703	121	11	renewable	renewable	ADJ
cet-15703	121	12	power	power	NOUN
cet-15703	121	13	generation	generation	NOUN
cet-15703	121	14	costs	cost	NOUN
cet-15703	121	15	in	in	ADP
cet-15703	121	16	2018	2018	NUM
cet-15703	121	17	.	.	PUNCT
cet-15703	122	1	irena	irena	PROPN
cet-15703	122	2	,	,	PUNCT
cet-15703	122	3	abu	abu	PROPN
cet-15703	122	4	dhabi	dhabi	PROPN
cet-15703	122	5	,	,	PUNCT
cet-15703	122	6	uae	uae	PROPN
cet-15703	122	7	.	.	PUNCT
cet-15703	123	1	international	international	ADJ
cet-15703	123	2	renewable	renewable	ADJ
cet-15703	123	3	energy	energy	NOUN
cet-15703	123	4	agency	agency	NOUN
cet-15703	123	5	(	(	PUNCT
cet-15703	123	6	irena	irena	NOUN
cet-15703	123	7	)	)	PUNCT
cet-15703	123	8	,	,	PUNCT
cet-15703	123	9	2021	2021	NUM
cet-15703	123	10	,	,	PUNCT
cet-15703	123	11	renewable	renewable	ADJ
cet-15703	123	12	power	power	NOUN
cet-15703	123	13	generation	generation	NOUN
cet-15703	123	14	costs	cost	NOUN
cet-15703	123	15	in	in	ADP
cet-15703	123	16	2021	2021	NUM
cet-15703	123	17	.	.	PUNCT
cet-15703	124	1	irena	irena	PROPN
cet-15703	124	2	,	,	PUNCT
cet-15703	124	3	abu	abu	PROPN
cet-15703	124	4	dhabi	dhabi	PROPN
cet-15703	124	5	,	,	PUNCT
cet-15703	124	6	uae	uae	PROPN
cet-15703	124	7	.	.	PUNCT
cet-15703	125	1	iqbal	iqbal	PROPN
cet-15703	125	2	r.	r.	PROPN
cet-15703	125	3	,	,	PUNCT
cet-15703	125	4	liu	liu	PROPN
cet-15703	125	5	y.	y.	PROPN
cet-15703	125	6	,	,	PUNCT
cet-15703	125	7	zeng	zeng	PROPN
cet-15703	125	8	y.	y.	PROPN
cet-15703	125	9	,	,	PUNCT
cet-15703	125	10	zhang	zhang	PROPN
cet-15703	125	11	q.	q.	PROPN
cet-15703	125	12	,	,	PUNCT
cet-15703	125	13	zeeshan	zeeshan	PROPN
cet-15703	125	14	m.	m.	PROPN
cet-15703	125	15	,	,	PUNCT
cet-15703	125	16	2024	2024	NUM
cet-15703	125	17	,	,	PUNCT
cet-15703	125	18	comparative	comparative	ADJ
cet-15703	125	19	study	study	NOUN
cet-15703	125	20	based	base	VERB
cet-15703	125	21	on	on	ADP
cet-15703	125	22	techno	techno	NOUN
cet-15703	125	23	-	-	PUNCT
cet-15703	125	24	economics	economic	NOUN
cet-15703	125	25	analysis	analysis	NOUN
cet-15703	125	26	of	of	ADP
cet-15703	125	27	different	different	ADJ
cet-15703	125	28	shipboard	shipboard	ADJ
cet-15703	125	29	microgrid	microgrid	NOUN
cet-15703	125	30	systems	system	NOUN
cet-15703	125	31	comprising	comprise	VERB
cet-15703	125	32	pv	pv	NOUN
cet-15703	125	33	/	/	SYM
cet-15703	125	34	wind	wind	NOUN
cet-15703	125	35	/	/	SYM
cet-15703	125	36	fuel	fuel	NOUN
cet-15703	125	37	cell	cell	NOUN
cet-15703	125	38	/	/	SYM
cet-15703	125	39	battery	battery	NOUN
cet-15703	125	40	/	/	SYM
cet-15703	125	41	diesel	diesel	NOUN
cet-15703	125	42	generator	generator	NOUN
cet-15703	125	43	with	with	ADP
cet-15703	125	44	two	two	NUM
cet-15703	125	45	battery	battery	NOUN
cet-15703	125	46	technologies	technology	NOUN
cet-15703	125	47	:	:	PUNCT
cet-15703	125	48	a	a	DET
cet-15703	125	49	step	step	NOUN
cet-15703	125	50	toward	toward	ADP
cet-15703	125	51	green	green	ADJ
cet-15703	125	52	maritime	maritime	ADJ
cet-15703	125	53	transportation	transportation	NOUN
cet-15703	125	54	.	.	PUNCT
cet-15703	126	1	renewable	renewable	ADJ
cet-15703	126	2	energy	energy	NOUN
cet-15703	126	3	,	,	PUNCT
cet-15703	126	4	221	221	NUM
cet-15703	126	5	,	,	PUNCT
cet-15703	126	6	119670	119670	NUM
cet-15703	126	7	.	.	PUNCT
cet-15703	127	1	khlifi	khlifi	PROPN
cet-15703	127	2	f.	f.	PROPN
cet-15703	127	3	,	,	PUNCT
cet-15703	127	4	cherif	cherif	PROPN
cet-15703	127	5	h.	h.	PROPN
cet-15703	127	6	,	,	PUNCT
cet-15703	127	7	belhadj	belhadj	PROPN
cet-15703	127	8	j.	j.	PROPN
cet-15703	127	9	,	,	PUNCT
cet-15703	127	10	2021	2021	NUM
cet-15703	127	11	,	,	PUNCT
cet-15703	127	12	environmental	environmental	ADJ
cet-15703	127	13	and	and	CCONJ
cet-15703	127	14	economic	economic	ADJ
cet-15703	127	15	optimization	optimization	NOUN
cet-15703	127	16	and	and	CCONJ
cet-15703	127	17	sizing	sizing	NOUN
cet-15703	127	18	of	of	ADP
cet-15703	127	19	a	a	DET
cet-15703	127	20	micro	micro	NOUN
cet-15703	127	21	-	-	NOUN
cet-15703	127	22	grid	grid	ADJ
cet-15703	127	23	with	with	ADP
cet-15703	127	24	battery	battery	NOUN
cet-15703	127	25	storage	storage	NOUN
cet-15703	127	26	for	for	ADP
cet-15703	127	27	an	an	DET
cet-15703	127	28	industrial	industrial	ADJ
cet-15703	127	29	application	application	NOUN
cet-15703	127	30	.	.	PUNCT
cet-15703	128	1	energies	energy	NOUN
cet-15703	128	2	,	,	PUNCT
cet-15703	128	3	14(18	14(18	NOUN
cet-15703	128	4	)	)	PUNCT
cet-15703	128	5	,	,	PUNCT
cet-15703	128	6	5913	5913	NUM
cet-15703	128	7	.	.	PUNCT
cet-15703	129	1	köppchen	köppchen	PROPN
cet-15703	129	2	b.	b.	PROPN
cet-15703	129	3	,	,	PUNCT
cet-15703	129	4	stadler	stadl	ADJ
cet-15703	129	5	i.	i.	PROPN
cet-15703	129	6	,	,	PUNCT
cet-15703	129	7	nebel	nebel	PROPN
cet-15703	129	8	a.	a.	PROPN
cet-15703	129	9	,	,	PUNCT
cet-15703	129	10	2025	2025	NUM
cet-15703	129	11	,	,	PUNCT
cet-15703	129	12	effects	effect	NOUN
cet-15703	129	13	of	of	ADP
cet-15703	129	14	non	non	ADJ
cet-15703	129	15	-	-	ADJ
cet-15703	129	16	industrial	industrial	ADJ
cet-15703	129	17	decentralized	decentralize	VERB
cet-15703	129	18	demand	demand	NOUN
cet-15703	129	19	-	-	PUNCT
cet-15703	129	20	side	side	NOUN
cet-15703	129	21	-	-	PUNCT
cet-15703	129	22	management	management	NOUN
cet-15703	129	23	on	on	ADP
cet-15703	129	24	energy	energy	NOUN
cet-15703	129	25	costs	cost	NOUN
cet-15703	129	26	and	and	CCONJ
cet-15703	129	27	battery	battery	NOUN
cet-15703	129	28	storage	storage	NOUN
cet-15703	129	29	requirement	requirement	NOUN
cet-15703	129	30	in	in	ADP
cet-15703	129	31	germany	germany	PROPN
cet-15703	129	32	’s	’s	PART
cet-15703	129	33	power	power	NOUN
cet-15703	129	34	grid	grid	NOUN
cet-15703	129	35	.	.	PUNCT
cet-15703	130	1	energy	energy	NOUN
cet-15703	130	2	,	,	PUNCT
cet-15703	130	3	323	323	NUM
cet-15703	130	4	,	,	PUNCT
cet-15703	130	5	135892	135892	NUM
cet-15703	130	6	.	.	PUNCT
cet-15703	131	1	makola	makola	PROPN
cet-15703	131	2	,	,	PUNCT
cet-15703	131	3	cry	cry	PROPN
cet-15703	131	4	s.	s.	PROPN
cet-15703	131	5	,	,	PUNCT
cet-15703	131	6	peet	peet	PROPN
cet-15703	131	7	f.	f.	PROPN
cet-15703	131	8	le	le	PROPN
cet-15703	131	9	roux	roux	PROPN
cet-15703	131	10	,	,	PUNCT
cet-15703	131	11	jaco	jaco	PROPN
cet-15703	131	12	a.	a.	PROPN
cet-15703	131	13	jordaan	jordaan	PROPN
cet-15703	131	14	,	,	PUNCT
cet-15703	131	15	2023	2023	NUM
cet-15703	131	16	,	,	PUNCT
cet-15703	131	17	comparative	comparative	ADJ
cet-15703	131	18	analysis	analysis	NOUN
cet-15703	131	19	of	of	ADP
cet-15703	131	20	lithium	lithium	NOUN
cet-15703	131	21	-	-	PUNCT
cet-15703	131	22	ion	ion	NOUN
cet-15703	131	23	and	and	CCONJ
cet-15703	131	24	lead	lead	NOUN
cet-15703	131	25	–	–	PUNCT
cet-15703	131	26	acid	acid	NOUN
cet-15703	131	27	as	as	ADP
cet-15703	131	28	electrical	electrical	ADJ
cet-15703	131	29	energy	energy	NOUN
cet-15703	131	30	storage	storage	NOUN
cet-15703	131	31	systems	system	NOUN
cet-15703	131	32	in	in	ADP
cet-15703	131	33	a	a	DET
cet-15703	131	34	grid	grid	NOUN
cet-15703	131	35	-	-	PUNCT
cet-15703	131	36	tied	tie	VERB
cet-15703	131	37	microgrid	microgrid	NOUN
cet-15703	131	38	application	application	NOUN
cet-15703	131	39	.	.	PUNCT
cet-15703	132	1	applied	apply	VERB
cet-15703	132	2	sciences	science	NOUN
cet-15703	132	3	,	,	PUNCT
cet-15703	132	4	13	13	NUM
cet-15703	132	5	(	(	PUNCT
cet-15703	132	6	5	5	NUM
cet-15703	132	7	):	):	PUNCT
cet-15703	132	8	3137	3137	NUM
cet-15703	132	9	.	.	PUNCT
cet-15703	133	1	neto	neto	PROPN
cet-15703	133	2	p.b.l	p.b.l	PROPN
cet-15703	133	3	.	.	PROPN
cet-15703	133	4	,	,	PUNCT
cet-15703	133	5	saavedra	saavedra	PROPN
cet-15703	133	6	o.r	o.r	PROPN
cet-15703	133	7	.	.	PROPN
cet-15703	133	8	,	,	PUNCT
cet-15703	133	9	ribeiro	ribeiro	PROPN
cet-15703	133	10	l.a.s	l.a.s	PROPN
cet-15703	133	11	.	.	PROPN
cet-15703	133	12	,	,	PUNCT
cet-15703	133	13	2018	2018	NUM
cet-15703	133	14	,	,	PUNCT
cet-15703	133	15	a	a	DET
cet-15703	133	16	dual	dual	ADJ
cet-15703	133	17	-	-	PUNCT
cet-15703	133	18	battery	battery	NOUN
cet-15703	133	19	storage	storage	NOUN
cet-15703	133	20	bank	bank	NOUN
cet-15703	133	21	configuration	configuration	NOUN
cet-15703	133	22	for	for	ADP
cet-15703	133	23	isolated	isolated	ADJ
cet-15703	133	24	microgrids	microgrid	NOUN
cet-15703	133	25	based	base	VERB
cet-15703	133	26	on	on	ADP
cet-15703	133	27	renewable	renewable	ADJ
cet-15703	133	28	sources	source	NOUN
cet-15703	133	29	.	.	PUNCT
cet-15703	134	1	ieee	ieee	NOUN
cet-15703	134	2	transactions	transaction	NOUN
cet-15703	134	3	on	on	ADP
cet-15703	134	4	sustainable	sustainable	ADJ
cet-15703	134	5	energy	energy	NOUN
cet-15703	134	6	,	,	PUNCT
cet-15703	134	7	9(4	9(4	NUM
cet-15703	134	8	)	)	PUNCT
cet-15703	134	9	,	,	PUNCT
cet-15703	134	10	1618–1626	1618–1626	NUM
cet-15703	134	11	.	.	PUNCT
cet-15703	135	1	ogunrewo	ogunrewo	PROPN
cet-15703	135	2	o.f	o.f	PROPN
cet-15703	135	3	.	.	PROPN
cet-15703	135	4	,	,	PUNCT
cet-15703	135	5	nwulu	nwulu	PROPN
cet-15703	135	6	n.i	n.i	PROPN
cet-15703	135	7	.	.	PROPN
cet-15703	135	8	,	,	PUNCT
cet-15703	135	9	2024	2024	NUM
cet-15703	135	10	,	,	PUNCT
cet-15703	135	11	optimizing	optimize	VERB
cet-15703	135	12	biomass	biomass	NOUN
cet-15703	135	13	supply	supply	NOUN
cet-15703	135	14	chains	chain	NOUN
cet-15703	135	15	:	:	PUNCT
cet-15703	135	16	a	a	DET
cet-15703	135	17	probabilistic	probabilistic	ADJ
cet-15703	135	18	approach	approach	NOUN
cet-15703	135	19	to	to	ADP
cet-15703	135	20	managing	manage	VERB
cet-15703	135	21	uncertainties	uncertainty	NOUN
cet-15703	135	22	in	in	ADP
cet-15703	135	23	southwest	southwest	PROPN
cet-15703	135	24	nigeria	nigeria	PROPN
cet-15703	135	25	.	.	PUNCT
cet-15703	136	1	cleaner	clean	ADJ
cet-15703	136	2	engineering	engineering	NOUN
cet-15703	136	3	and	and	CCONJ
cet-15703	136	4	technology	technology	NOUN
cet-15703	136	5	,	,	PUNCT
cet-15703	136	6	22	22	NUM
cet-15703	136	7	,	,	PUNCT
cet-15703	136	8	100785	100785	NUM
cet-15703	136	9	.	.	PUNCT
cet-15703	137	1	sharma	sharma	PROPN
cet-15703	137	2	j.	j.	PROPN
cet-15703	137	3	,	,	PUNCT
cet-15703	137	4	sundarabalan	sundarabalan	PROPN
cet-15703	137	5	c.k	c.k	PROPN
cet-15703	137	6	.	.	PROPN
cet-15703	137	7	,	,	PUNCT
cet-15703	137	8	balasundar	balasundar	PROPN
cet-15703	137	9	c.	c.	PROPN
cet-15703	137	10	,	,	PUNCT
cet-15703	137	11	2025	2025	NUM
cet-15703	137	12	,	,	PUNCT
cet-15703	137	13	advanced	advanced	ADJ
cet-15703	137	14	energy	energy	NOUN
cet-15703	137	15	management	management	NOUN
cet-15703	137	16	strategy	strategy	NOUN
cet-15703	137	17	for	for	ADP
cet-15703	137	18	enhancing	enhance	VERB
cet-15703	137	19	battery	battery	NOUN
cet-15703	137	20	lifespan	lifespan	NOUN
cet-15703	137	21	in	in	ADP
cet-15703	137	22	solar	solar	ADJ
cet-15703	137	23	pv	pv	NOUN
cet-15703	137	24	-	-	PUNCT
cet-15703	137	25	powered	power	VERB
cet-15703	137	26	ev	ev	ADP
cet-15703	137	27	charging	charge	VERB
cet-15703	137	28	stations	station	NOUN
cet-15703	137	29	with	with	ADP
cet-15703	137	30	hybrid	hybrid	ADJ
cet-15703	137	31	energy	energy	NOUN
cet-15703	137	32	storage	storage	NOUN
cet-15703	137	33	systems	system	NOUN
cet-15703	137	34	.	.	PUNCT
cet-15703	138	1	renewable	renewable	ADJ
cet-15703	138	2	energy	energy	NOUN
cet-15703	138	3	,	,	PUNCT
cet-15703	138	4	251	251	NUM
cet-15703	138	5	,	,	PUNCT
cet-15703	138	6	123443	123443	NUM
cet-15703	138	7	.	.	PUNCT
cet-15703	139	1	symeonidou	symeonidou	PROPN
cet-15703	139	2	m.m	m.m	PROPN
cet-15703	139	3	.	.	PROPN
cet-15703	139	4	,	,	PUNCT
cet-15703	139	5	zioga	zioga	PROPN
cet-15703	139	6	c.	c.	PROPN
cet-15703	139	7	,	,	PUNCT
cet-15703	139	8	papadopoulos	papadopoulos	PROPN
cet-15703	139	9	a.m.	a.m.	PROPN
cet-15703	139	10	,	,	PUNCT
cet-15703	139	11	2021	2021	NUM
cet-15703	139	12	,	,	PUNCT
cet-15703	139	13	life	life	NOUN
cet-15703	139	14	cycle	cycle	NOUN
cet-15703	139	15	cost	cost	NOUN
cet-15703	139	16	optimization	optimization	NOUN
cet-15703	139	17	analysis	analysis	NOUN
cet-15703	139	18	of	of	ADP
cet-15703	139	19	battery	battery	NOUN
cet-15703	139	20	storage	storage	NOUN
cet-15703	139	21	system	system	NOUN
cet-15703	139	22	for	for	ADP
cet-15703	139	23	residential	residential	ADJ
cet-15703	139	24	photovoltaic	photovoltaic	NOUN
cet-15703	139	25	panels	panel	NOUN
cet-15703	139	26	.	.	PUNCT
cet-15703	140	1	journal	journal	NOUN
cet-15703	140	2	of	of	ADP
cet-15703	140	3	cleaner	clean	ADJ
cet-15703	140	4	production	production	NOUN
cet-15703	140	5	,	,	PUNCT
cet-15703	140	6	309	309	NUM
cet-15703	140	7	,	,	PUNCT
cet-15703	140	8	127234	127234	NUM
cet-15703	140	9	.	.	PUNCT
cet-15703	141	1	tezer	tezer	ADJ
cet-15703	141	2	t.	t.	PROPN
cet-15703	141	3	,	,	PUNCT
cet-15703	141	4	2025	2025	NUM
cet-15703	141	5	,	,	PUNCT
cet-15703	141	6	multi	multi	ADJ
cet-15703	141	7	-	-	ADJ
cet-15703	141	8	objective	objective	ADJ
cet-15703	141	9	optimization	optimization	NOUN
cet-15703	141	10	of	of	ADP
cet-15703	141	11	hybrid	hybrid	ADJ
cet-15703	141	12	renewable	renewable	ADJ
cet-15703	141	13	energy	energy	NOUN
cet-15703	141	14	systems	system	NOUN
cet-15703	141	15	with	with	ADP
cet-15703	141	16	green	green	ADJ
cet-15703	141	17	hydrogen	hydrogen	NOUN
cet-15703	141	18	integration	integration	NOUN
cet-15703	141	19	and	and	CCONJ
cet-15703	141	20	hybrid	hybrid	ADJ
cet-15703	141	21	storage	storage	NOUN
cet-15703	141	22	strategies	strategy	NOUN
cet-15703	141	23	.	.	PUNCT
cet-15703	142	1	international	international	ADJ
cet-15703	142	2	journal	journal	PROPN
cet-15703	142	3	of	of	ADP
cet-15703	142	4	hydrogen	hydrogen	NOUN
cet-15703	142	5	energy	energy	NOUN
cet-15703	142	6	,	,	PUNCT
cet-15703	142	7	142	142	NUM
cet-15703	142	8	,	,	PUNCT
cet-15703	142	9	1249–1271	1249–1271	NUM
cet-15703	142	10	.	.	PUNCT
cet-15703	143	1	468	468	NUM
cet-15703	143	2	0228.pdf	0228.pdf	NOUN
cet-15703	143	3	modelling	modelling	NOUN
cet-15703	143	4	of	of	ADP
cet-15703	143	5	dual	dual	ADJ
cet-15703	143	6	-	-	PUNCT
cet-15703	143	7	battery	battery	NOUN
cet-15703	143	8	energy	energy	NOUN
cet-15703	143	9	storage	storage	NOUN
cet-15703	143	10	system	system	NOUN
cet-15703	143	11	in	in	ADP
cet-15703	143	12	a	a	DET
cet-15703	143	13	renewable	renewable	ADJ
cet-15703	143	14	energy	energy	NOUN
cet-15703	143	15	power	power	NOUN
cet-15703	143	16	system	system	NOUN