id	sid	tid	token	lemma	pos
cana-2551	1	1	paper	paper	NOUN
cana-2551	1	2	title	title	NOUN
cana-2551	1	3	(	(	PUNCT
cana-2551	1	4	use	use	NOUN
cana-2551	1	5	style	style	NOUN
cana-2551	1	6	:	:	PUNCT
cana-2551	1	7	paper	paper	NOUN
cana-2551	1	8	title	title	NOUN
cana-2551	1	9	)	)	PUNCT
cana-2551	1	10	communications	communication	NOUN
cana-2551	1	11	on	on	ADP
cana-2551	1	12	applied	apply	VERB
cana-2551	1	13	nonlinear	nonlinear	ADJ
cana-2551	1	14	analysis	analysis	NOUN
cana-2551	1	15	issn	issn	NOUN
cana-2551	1	16	:	:	PUNCT
cana-2551	1	17	1074	1074	NUM
cana-2551	1	18	-	-	PUNCT
cana-2551	1	19	133x	133x	NUM
cana-2551	1	20	vol	vol	NOUN
cana-2551	1	21	32	32	NUM
cana-2551	1	22	no	no	NOUN
cana-2551	1	23	.	.	PUNCT
cana-2551	2	1	3s	3s	NUM
cana-2551	2	2	(	(	PUNCT
cana-2551	2	3	2025	2025	NUM
cana-2551	2	4	)	)	PUNCT
cana-2551	2	5	77	77	NUM
cana-2551	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	2	7	energy	energy	NOUN
cana-2551	2	8	management	management	NOUN
cana-2551	2	9	in	in	ADP
cana-2551	2	10	isolated	isolate	VERB
cana-2551	2	11	dc	dc	PROPN
cana-2551	2	12	microgrid	microgrid	NOUN
cana-2551	2	13	systems	system	NOUN
cana-2551	2	14	using	use	VERB
cana-2551	2	15	aronn	aronn	NOUN
cana-2551	2	16	for	for	ADP
cana-2551	2	17	pv	pv	PROPN
cana-2551	2	18	,	,	PUNCT
cana-2551	2	19	battery	battery	NOUN
cana-2551	2	20	,	,	PUNCT
cana-2551	2	21	and	and	CCONJ
cana-2551	2	22	supercapacitor	supercapacitor	ADJ
cana-2551	2	23	integration	integration	NOUN
cana-2551	2	24	1saurabh	1saurabh	NUM
cana-2551	2	25	v	v	NOUN
cana-2551	2	26	kumar,2prof	kumar,2prof	PROPN
cana-2551	2	27	.	.	PUNCT
cana-2551	3	1	rajnish	rajnish	PROPN
cana-2551	3	2	bhasker	bhasker	PROPN
cana-2551	3	3	1research	1research	NUM
cana-2551	3	4	scholar	scholar	NOUN
cana-2551	3	5	,	,	PUNCT
cana-2551	3	6	department	department	NOUN
cana-2551	3	7	of	of	ADP
cana-2551	3	8	electrical	electrical	ADJ
cana-2551	3	9	engineering	engineering	NOUN
cana-2551	3	10	,	,	PUNCT
cana-2551	3	11	unsiet	unsiet	ADJ
cana-2551	3	12	vbs	vbs	PROPN
cana-2551	3	13	purvanchal	purvanchal	NOUN
cana-2551	3	14	university	university	NOUN
cana-2551	3	15	jaunpur	jaunpur	NOUN
cana-2551	3	16	.	.	PUNCT
cana-2551	4	1	email	email	NOUN
cana-2551	5	1	i	i	PROPN
cana-2551	5	2	d	d	PROPN
cana-2551	5	3	saurabhv.kumar@gmail.com	saurabhv.kumar@gmail.com	X
cana-2551	5	4	2professor	2professor	NUM
cana-2551	5	5	&	&	CCONJ
cana-2551	5	6	head	head	PROPN
cana-2551	5	7	,	,	PUNCT
cana-2551	5	8	department	department	NOUN
cana-2551	5	9	of	of	ADP
cana-2551	5	10	electrical	electrical	ADJ
cana-2551	5	11	engineering	engineering	NOUN
cana-2551	5	12	,	,	PUNCT
cana-2551	5	13	unsiet	unsiet	ADJ
cana-2551	5	14	vbs	vbs	PROPN
cana-2551	5	15	purvanchal	purvanchal	NOUN
cana-2551	5	16	university	university	NOUN
cana-2551	5	17	jaunpur	jaunpur	NOUN
cana-2551	5	18	.	.	PUNCT
cana-2551	6	1	email	email	NOUN
cana-2551	7	1	i	i	PROPN
cana-2551	7	2	d	d	PROPN
cana-2551	7	3	rajb_33@rediffmail.com	rajb_33@rediffmail.com	X
cana-2551	8	1	article	article	NOUN
cana-2551	8	2	history	history	NOUN
cana-2551	8	3	:	:	PUNCT
cana-2551	8	4	received	receive	VERB
cana-2551	8	5	:	:	PUNCT
cana-2551	8	6	19	19	NUM
cana-2551	8	7	-	-	PUNCT
cana-2551	8	8	09	09	NUM
cana-2551	8	9	-	-	PUNCT
cana-2551	8	10	2024	2024	NUM
cana-2551	8	11	revised	revise	VERB
cana-2551	8	12	:	:	PUNCT
cana-2551	8	13	03	03	NUM
cana-2551	8	14	-	-	SYM
cana-2551	8	15	11	11	NUM
cana-2551	8	16	-	-	PUNCT
cana-2551	8	17	2024	2024	NUM
cana-2551	8	18	accepted	accept	VERB
cana-2551	8	19	:	:	PUNCT
cana-2551	8	20	17	17	NUM
cana-2551	8	21	-	-	SYM
cana-2551	8	22	11	11	NUM
cana-2551	8	23	-	-	PUNCT
cana-2551	8	24	2024	2024	NUM
cana-2551	8	25	abstract	abstract	NOUN
cana-2551	8	26	:	:	PUNCT
cana-2551	8	27	this	this	DET
cana-2551	8	28	article	article	NOUN
cana-2551	8	29	describes	describe	VERB
cana-2551	8	30	how	how	SCONJ
cana-2551	8	31	to	to	PART
cana-2551	8	32	utilise	utilise	VERB
cana-2551	8	33	a	a	DET
cana-2551	8	34	battery	battery	NOUN
cana-2551	8	35	and	and	CCONJ
cana-2551	8	36	supercapacitor	supercapacitor	NOUN
cana-2551	8	37	to	to	PART
cana-2551	8	38	control	control	VERB
cana-2551	8	39	the	the	DET
cana-2551	8	40	energy	energy	NOUN
cana-2551	8	41	in	in	ADP
cana-2551	8	42	a	a	DET
cana-2551	8	43	stand	stand	NOUN
cana-2551	8	44	-	-	PUNCT
cana-2551	8	45	alone	alone	ADJ
cana-2551	8	46	dc	dc	PROPN
cana-2551	8	47	microgrid	microgrid	PROPN
cana-2551	8	48	.	.	PUNCT
cana-2551	9	1	this	this	DET
cana-2551	9	2	strategy	strategy	NOUN
cana-2551	9	3	makes	make	VERB
cana-2551	9	4	use	use	NOUN
cana-2551	9	5	of	of	ADP
cana-2551	9	6	an	an	DET
cana-2551	9	7	artificial	artificial	ADJ
cana-2551	9	8	rabbits	rabbit	NOUN
cana-2551	9	9	optimised	optimise	VERB
cana-2551	9	10	neural	neural	ADJ
cana-2551	9	11	network	network	NOUN
cana-2551	9	12	(	(	PUNCT
cana-2551	9	13	aronn	aronn	NOUN
cana-2551	9	14	)	)	PUNCT
cana-2551	9	15	control	control	NOUN
cana-2551	9	16	mechanism	mechanism	NOUN
cana-2551	9	17	.	.	PUNCT
cana-2551	10	1	this	this	DET
cana-2551	10	2	power	power	NOUN
cana-2551	10	3	management	management	NOUN
cana-2551	10	4	strategy	strategy	NOUN
cana-2551	10	5	's	's	PART
cana-2551	10	6	key	key	ADJ
cana-2551	10	7	objectives	objective	NOUN
cana-2551	10	8	are	be	AUX
cana-2551	10	9	to	to	PART
cana-2551	10	10	balance	balance	VERB
cana-2551	10	11	production	production	NOUN
cana-2551	10	12	and	and	CCONJ
cana-2551	10	13	consumption	consumption	NOUN
cana-2551	10	14	,	,	PUNCT
cana-2551	10	15	fulfil	fulfil	NOUN
cana-2551	10	16	power	power	NOUN
cana-2551	10	17	demand	demand	NOUN
cana-2551	10	18	,	,	PUNCT
cana-2551	10	19	and	and	CCONJ
cana-2551	10	20	maintain	maintain	VERB
cana-2551	10	21	a	a	DET
cana-2551	10	22	steady	steady	ADJ
cana-2551	10	23	dc	dc	PROPN
cana-2551	10	24	bus	bus	NOUN
cana-2551	10	25	voltage	voltage	NOUN
cana-2551	10	26	.	.	PUNCT
cana-2551	11	1	by	by	ADP
cana-2551	11	2	adjusting	adjust	VERB
cana-2551	11	3	the	the	DET
cana-2551	11	4	real	real	ADJ
cana-2551	11	5	power	power	NOUN
cana-2551	11	6	available	available	ADJ
cana-2551	11	7	on	on	ADP
cana-2551	11	8	the	the	DET
cana-2551	11	9	shared	share	VERB
cana-2551	11	10	common	common	ADJ
cana-2551	11	11	bus	bus	NOUN
cana-2551	11	12	,	,	PUNCT
cana-2551	11	13	this	this	DET
cana-2551	11	14	method	method	NOUN
cana-2551	11	15	has	have	VERB
cana-2551	11	16	the	the	DET
cana-2551	11	17	amazing	amazing	ADJ
cana-2551	11	18	advantage	advantage	NOUN
cana-2551	11	19	of	of	ADP
cana-2551	11	20	correcting	correct	VERB
cana-2551	11	21	for	for	ADP
cana-2551	11	22	losses	loss	NOUN
cana-2551	11	23	in	in	ADP
cana-2551	11	24	power	power	NOUN
cana-2551	11	25	modulator	modulator	NOUN
cana-2551	11	26	design	design	NOUN
cana-2551	11	27	.	.	PUNCT
cana-2551	12	1	aronn	aronn	PROPN
cana-2551	12	2	control	control	PROPN
cana-2551	12	3	,	,	PUNCT
cana-2551	12	4	which	which	PRON
cana-2551	12	5	regulates	regulate	VERB
cana-2551	12	6	the	the	DET
cana-2551	12	7	power	power	NOUN
cana-2551	12	8	modulator	modulator	NOUN
cana-2551	12	9	in	in	ADP
cana-2551	12	10	the	the	DET
cana-2551	12	11	storage	storage	NOUN
cana-2551	12	12	system	system	NOUN
cana-2551	12	13	,	,	PUNCT
cana-2551	12	14	and	and	CCONJ
cana-2551	12	15	the	the	DET
cana-2551	12	16	incremental	incremental	ADJ
cana-2551	12	17	conductance	conductance	NOUN
cana-2551	12	18	maximum	maximum	NOUN
cana-2551	12	19	power	power	NOUN
cana-2551	12	20	point	point	NOUN
cana-2551	12	21	tracking	tracking	NOUN
cana-2551	12	22	(	(	PUNCT
cana-2551	12	23	mppt	mppt	PROPN
cana-2551	12	24	)	)	PUNCT
cana-2551	12	25	approach	approach	NOUN
cana-2551	12	26	,	,	PUNCT
cana-2551	12	27	which	which	PRON
cana-2551	12	28	maximises	maximise	VERB
cana-2551	12	29	power	power	NOUN
cana-2551	12	30	extraction	extraction	NOUN
cana-2551	12	31	from	from	ADP
cana-2551	12	32	pv	pv	PROPN
cana-2551	12	33	sources	source	NOUN
cana-2551	12	34	,	,	PUNCT
cana-2551	12	35	are	be	AUX
cana-2551	12	36	integrated	integrate	VERB
cana-2551	12	37	in	in	ADP
cana-2551	12	38	the	the	DET
cana-2551	12	39	isolated	isolate	VERB
cana-2551	12	40	dc	dc	PROPN
cana-2551	12	41	microgrid	microgrid	NOUN
cana-2551	12	42	regulator	regulator	NOUN
cana-2551	12	43	.	.	PUNCT
cana-2551	13	1	the	the	DET
cana-2551	13	2	bus	bus	NOUN
cana-2551	13	3	dc	dc	PROPN
cana-2551	13	4	voltage	voltage	NOUN
cana-2551	13	5	is	be	AUX
cana-2551	13	6	kept	keep	VERB
cana-2551	13	7	constant	constant	ADJ
cana-2551	13	8	with	with	ADP
cana-2551	13	9	little	little	ADJ
cana-2551	13	10	deviation	deviation	NOUN
cana-2551	13	11	from	from	ADP
cana-2551	13	12	the	the	DET
cana-2551	13	13	reference	reference	NOUN
cana-2551	13	14	voltage	voltage	NOUN
cana-2551	13	15	by	by	ADP
cana-2551	13	16	efficiently	efficiently	ADV
cana-2551	13	17	managing	manage	VERB
cana-2551	13	18	the	the	DET
cana-2551	13	19	power	power	NOUN
cana-2551	13	20	flow	flow	NOUN
cana-2551	13	21	on	on	ADP
cana-2551	13	22	the	the	DET
cana-2551	13	23	shared	share	VERB
cana-2551	13	24	dc	dc	PROPN
cana-2551	13	25	bus	bus	NOUN
cana-2551	13	26	.	.	PUNCT
cana-2551	14	1	this	this	DET
cana-2551	14	2	strategy	strategy	NOUN
cana-2551	14	3	also	also	ADV
cana-2551	14	4	lessens	lessen	VERB
cana-2551	14	5	stress	stress	NOUN
cana-2551	14	6	on	on	ADP
cana-2551	14	7	the	the	DET
cana-2551	14	8	battery	battery	NOUN
cana-2551	14	9	by	by	ADP
cana-2551	14	10	assigning	assign	VERB
cana-2551	14	11	higher	high	ADJ
cana-2551	14	12	-	-	PUNCT
cana-2551	14	13	frequency	frequency	NOUN
cana-2551	14	14	current	current	ADJ
cana-2551	14	15	control	control	NOUN
cana-2551	14	16	to	to	ADP
cana-2551	14	17	the	the	DET
cana-2551	14	18	supercapacitor	supercapacitor	NOUN
cana-2551	14	19	and	and	CCONJ
cana-2551	14	20	lowerfrequency	lowerfrequency	NOUN
cana-2551	14	21	current	current	ADJ
cana-2551	14	22	control	control	NOUN
cana-2551	14	23	to	to	ADP
cana-2551	14	24	the	the	DET
cana-2551	14	25	battery	battery	NOUN
cana-2551	14	26	.	.	PUNCT
cana-2551	15	1	the	the	DET
cana-2551	15	2	simulation	simulation	NOUN
cana-2551	15	3	's	's	PART
cana-2551	15	4	outcomes	outcome	NOUN
cana-2551	15	5	confirm	confirm	VERB
cana-2551	15	6	that	that	SCONJ
cana-2551	15	7	the	the	DET
cana-2551	15	8	suggested	suggest	VERB
cana-2551	15	9	energy	energy	NOUN
cana-2551	15	10	management	management	NOUN
cana-2551	15	11	and	and	CCONJ
cana-2551	15	12	regulator	regulator	NOUN
cana-2551	15	13	strategies	strategy	NOUN
cana-2551	15	14	are	be	AUX
cana-2551	15	15	effective	effective	ADJ
cana-2551	15	16	.	.	PUNCT
cana-2551	16	1	keywords	keyword	NOUN
cana-2551	16	2	:	:	PUNCT
cana-2551	16	3	artificial	artificial	ADJ
cana-2551	16	4	neural	neural	ADJ
cana-2551	16	5	network	network	NOUN
cana-2551	16	6	,	,	PUNCT
cana-2551	16	7	artificial	artificial	ADJ
cana-2551	16	8	rabbits	rabbit	NOUN
cana-2551	16	9	’	'	PUNCT
cana-2551	16	10	optimization	optimization	NOUN
cana-2551	16	11	,	,	PUNCT
cana-2551	16	12	dc	dc	PROPN
cana-2551	16	13	microgrid	microgrid	PROPN
cana-2551	16	14	,	,	PUNCT
cana-2551	16	15	energy	energy	NOUN
cana-2551	16	16	management	management	NOUN
cana-2551	16	17	system	system	NOUN
cana-2551	16	18	,	,	PUNCT
cana-2551	16	19	pv	pv	NOUN
cana-2551	16	20	system	system	NOUN
cana-2551	16	21	,	,	PUNCT
cana-2551	16	22	storage	storage	NOUN
cana-2551	16	23	system	system	NOUN
cana-2551	16	24	.	.	PUNCT
cana-2551	16	25	,	,	PUNCT
cana-2551	16	26	vulnerability	vulnerability	NOUN
cana-2551	16	27	detection	detection	NOUN
cana-2551	16	28	.	.	PUNCT
cana-2551	17	1	i.	i.	PROPN
cana-2551	17	2	introduction	introduction	NOUN
cana-2551	17	3	recent	recent	ADJ
cana-2551	17	4	advancements	advancement	NOUN
cana-2551	17	5	in	in	ADP
cana-2551	17	6	energy	energy	NOUN
cana-2551	17	7	storage	storage	NOUN
cana-2551	17	8	technologies	technology	NOUN
cana-2551	17	9	and	and	CCONJ
cana-2551	17	10	renewable	renewable	ADJ
cana-2551	17	11	energy	energy	NOUN
cana-2551	17	12	sources	source	NOUN
cana-2551	17	13	have	have	AUX
cana-2551	17	14	opened	open	VERB
cana-2551	17	15	the	the	DET
cana-2551	17	16	door	door	NOUN
cana-2551	17	17	to	to	ADP
cana-2551	17	18	more	more	ADV
cana-2551	17	19	efficient	efficient	ADJ
cana-2551	17	20	and	and	CCONJ
cana-2551	17	21	sustainable	sustainable	ADJ
cana-2551	17	22	power	power	NOUN
cana-2551	17	23	systems	system	NOUN
cana-2551	17	24	.	.	PUNCT
cana-2551	18	1	the	the	DET
cana-2551	18	2	isolated	isolate	VERB
cana-2551	18	3	dc	dc	PROPN
cana-2551	18	4	microgrid	microgrid	PROPN
cana-2551	18	5	is	be	AUX
cana-2551	18	6	an	an	DET
cana-2551	18	7	illustration	illustration	NOUN
cana-2551	18	8	of	of	ADP
cana-2551	18	9	this	this	DET
cana-2551	18	10	type	type	NOUN
cana-2551	18	11	of	of	ADP
cana-2551	18	12	innovation	innovation	NOUN
cana-2551	18	13	;	;	PUNCT
cana-2551	18	14	it	it	PRON
cana-2551	18	15	combines	combine	VERB
cana-2551	18	16	non	non	ADJ
cana-2551	18	17	-	-	ADJ
cana-2551	18	18	conventional	conventional	ADJ
cana-2551	18	19	energy	energy	NOUN
cana-2551	18	20	sources	source	NOUN
cana-2551	18	21	smoothly	smoothly	ADV
cana-2551	18	22	and	and	CCONJ
cana-2551	18	23	improves	improve	VERB
cana-2551	18	24	energy	energy	NOUN
cana-2551	18	25	efficiency	efficiency	NOUN
cana-2551	18	26	by	by	ADP
cana-2551	18	27	using	use	VERB
cana-2551	18	28	direct	direct	ADJ
cana-2551	18	29	current	current	ADJ
cana-2551	18	30	(	(	PUNCT
cana-2551	18	31	dc	dc	PROPN
cana-2551	18	32	)	)	PUNCT
cana-2551	18	33	.	.	PUNCT
cana-2551	19	1	this	this	DET
cana-2551	19	2	study	study	NOUN
cana-2551	19	3	presents	present	VERB
cana-2551	19	4	the	the	DET
cana-2551	19	5	artificial	artificial	ADJ
cana-2551	19	6	rabbits	rabbit	NOUN
cana-2551	19	7	optimized	optimize	VERB
cana-2551	19	8	neural	neural	ADJ
cana-2551	19	9	network	network	NOUN
cana-2551	19	10	-	-	PUNCT
cana-2551	19	11	based	base	VERB
cana-2551	19	12	energy	energy	NOUN
cana-2551	19	13	management	management	NOUN
cana-2551	19	14	system	system	NOUN
cana-2551	19	15	(	(	PUNCT
cana-2551	19	16	aronn	aronn	NOUN
cana-2551	19	17	-	-	PUNCT
cana-2551	19	18	ems	ems	PROPN
cana-2551	19	19	)	)	PUNCT
cana-2551	19	20	,	,	PUNCT
cana-2551	19	21	which	which	PRON
cana-2551	19	22	is	be	AUX
cana-2551	19	23	intended	intend	VERB
cana-2551	19	24	for	for	ADP
cana-2551	19	25	a	a	DET
cana-2551	19	26	dc	dc	PROPN
cana-2551	19	27	microgrid	microgrid	NOUN
cana-2551	19	28	system	system	NOUN
cana-2551	19	29	that	that	PRON
cana-2551	19	30	includes	include	VERB
cana-2551	19	31	photovoltaic	photovoltaic	NOUN
cana-2551	19	32	(	(	PUNCT
cana-2551	19	33	pv	pv	NOUN
cana-2551	19	34	)	)	PUNCT
cana-2551	19	35	panels	panel	NOUN
cana-2551	19	36	,	,	PUNCT
cana-2551	19	37	batteries	battery	NOUN
cana-2551	19	38	,	,	PUNCT
cana-2551	19	39	and	and	CCONJ
cana-2551	19	40	supercapacitors	supercapacitor	NOUN
cana-2551	19	41	.	.	PUNCT
cana-2551	20	1	by	by	ADP
cana-2551	20	2	optimizing	optimize	VERB
cana-2551	20	3	the	the	DET
cana-2551	20	4	energy	energy	NOUN
cana-2551	20	5	flow	flow	NOUN
cana-2551	20	6	inside	inside	ADP
cana-2551	20	7	the	the	DET
cana-2551	20	8	microgrid	microgrid	NOUN
cana-2551	20	9	,	,	PUNCT
cana-2551	20	10	the	the	DET
cana-2551	20	11	aronn	aronn	NOUN
cana-2551	20	12	-	-	PUNCT
cana-2551	20	13	ems	ems	PROPN
cana-2551	20	14	aims	aim	VERB
cana-2551	20	15	to	to	PART
cana-2551	20	16	maximize	maximize	VERB
cana-2551	20	17	resource	resource	NOUN
cana-2551	20	18	use	use	NOUN
cana-2551	20	19	while	while	SCONJ
cana-2551	20	20	maintaining	maintain	VERB
cana-2551	20	21	system	system	NOUN
cana-2551	20	22	reliability	reliability	NOUN
cana-2551	20	23	and	and	CCONJ
cana-2551	20	24	stability	stability	NOUN
cana-2551	20	25	.	.	PUNCT
cana-2551	21	1	the	the	DET
cana-2551	21	2	proposed	propose	VERB
cana-2551	21	3	aronn	aronn	PROPN
cana-2551	21	4	-	-	PUNCT
cana-2551	21	5	ems	ems	PROPN
cana-2551	21	6	operates	operate	VERB
cana-2551	21	7	by	by	ADP
cana-2551	21	8	optimizing	optimize	VERB
cana-2551	21	9	artificial	artificial	ADJ
cana-2551	21	10	neural	neural	ADJ
cana-2551	21	11	networks	network	NOUN
cana-2551	21	12	using	use	VERB
cana-2551	21	13	the	the	DET
cana-2551	21	14	artificial	artificial	ADJ
cana-2551	21	15	rabbits	rabbit	NOUN
cana-2551	21	16	algorithm	algorithm	NOUN
cana-2551	21	17	to	to	PART
cana-2551	21	18	control	control	VERB
cana-2551	21	19	and	and	CCONJ
cana-2551	21	20	manage	manage	VERB
cana-2551	21	21	power	power	NOUN
cana-2551	21	22	flow	flow	NOUN
cana-2551	21	23	from	from	ADP
cana-2551	21	24	solar	solar	ADJ
cana-2551	21	25	cells	cell	NOUN
cana-2551	21	26	,	,	PUNCT
cana-2551	21	27	batteries	battery	NOUN
cana-2551	21	28	,	,	PUNCT
cana-2551	21	29	and	and	CCONJ
cana-2551	21	30	supercapacitors	supercapacitor	NOUN
cana-2551	21	31	.	.	PUNCT
cana-2551	22	1	this	this	DET
cana-2551	22	2	technique	technique	NOUN
cana-2551	22	3	lowers	lower	VERB
cana-2551	22	4	the	the	DET
cana-2551	22	5	energy	energy	NOUN
cana-2551	22	6	losses	loss	NOUN
cana-2551	22	7	caused	cause	VERB
cana-2551	22	8	by	by	ADP
cana-2551	22	9	several	several	ADJ
cana-2551	22	10	ac	ac	PROPN
cana-2551	22	11	-	-	PUNCT
cana-2551	22	12	dc	dc	PROPN
cana-2551	22	13	conversions	conversion	NOUN
cana-2551	22	14	while	while	SCONJ
cana-2551	22	15	increasing	increase	VERB
cana-2551	22	16	the	the	DET
cana-2551	22	17	microgrid	microgrid	NOUN
cana-2551	22	18	's	's	PART
cana-2551	22	19	overall	overall	ADJ
cana-2551	22	20	efficiency	efficiency	NOUN
cana-2551	22	21	.	.	PUNCT
cana-2551	23	1	the	the	DET
cana-2551	23	2	system	system	NOUN
cana-2551	23	3	is	be	AUX
cana-2551	23	4	able	able	ADJ
cana-2551	23	5	to	to	PART
cana-2551	23	6	effectively	effectively	ADV
cana-2551	23	7	regulate	regulate	VERB
cana-2551	23	8	load	load	NOUN
cana-2551	23	9	demand	demand	NOUN
cana-2551	23	10	,	,	PUNCT
cana-2551	23	11	generation	generation	NOUN
cana-2551	23	12	capacity	capacity	NOUN
cana-2551	23	13	,	,	PUNCT
cana-2551	23	14	and	and	CCONJ
cana-2551	23	15	storage	storage	NOUN
cana-2551	23	16	health	health	NOUN
cana-2551	23	17	with	with	ADP
cana-2551	23	18	the	the	DET
cana-2551	23	19	clever	clever	ADJ
cana-2551	23	20	synchronisation	synchronisation	NOUN
cana-2551	23	21	of	of	ADP
cana-2551	23	22	the	the	DET
cana-2551	23	23	cycles	cycle	NOUN
cana-2551	23	24	for	for	ADP
cana-2551	23	25	charging	charge	VERB
cana-2551	23	26	and	and	CCONJ
cana-2551	23	27	draining	drain	VERB
cana-2551	23	28	the	the	DET
cana-2551	23	29	battery	battery	NOUN
cana-2551	23	30	and	and	CCONJ
cana-2551	23	31	supercapacitor	supercapacitor	NOUN
cana-2551	23	32	.	.	PUNCT
cana-2551	24	1	this	this	DET
cana-2551	24	2	study	study	NOUN
cana-2551	24	3	offers	offer	VERB
cana-2551	24	4	a	a	DET
cana-2551	24	5	long	long	ADJ
cana-2551	24	6	-	-	PUNCT
cana-2551	24	7	term	term	NOUN
cana-2551	24	8	solution	solution	NOUN
cana-2551	24	9	to	to	ADP
cana-2551	24	10	decentralized	decentralize	VERB
cana-2551	24	11	energy	energy	NOUN
cana-2551	24	12	management	management	NOUN
cana-2551	24	13	communications	communication	NOUN
cana-2551	24	14	on	on	ADP
cana-2551	24	15	applied	apply	VERB
cana-2551	24	16	nonlinear	nonlinear	ADJ
cana-2551	24	17	analysis	analysis	NOUN
cana-2551	24	18	issn	issn	NOUN
cana-2551	24	19	:	:	PUNCT
cana-2551	24	20	1074	1074	NUM
cana-2551	24	21	-	-	PUNCT
cana-2551	24	22	133x	133x	NUM
cana-2551	24	23	vol	vol	NOUN
cana-2551	24	24	32	32	NUM
cana-2551	24	25	no	no	NOUN
cana-2551	24	26	.	.	PUNCT
cana-2551	25	1	3s	3s	NUM
cana-2551	25	2	(	(	PUNCT
cana-2551	25	3	2025	2025	NUM
cana-2551	25	4	)	)	PUNCT
cana-2551	25	5	78	78	NUM
cana-2551	25	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	25	7	by	by	ADP
cana-2551	25	8	illustrating	illustrate	VERB
cana-2551	25	9	how	how	SCONJ
cana-2551	25	10	state	state	NOUN
cana-2551	25	11	-	-	PUNCT
cana-2551	25	12	of	of	ADP
cana-2551	25	13	-	-	PUNCT
cana-2551	25	14	the	the	DET
cana-2551	25	15	-	-	PUNCT
cana-2551	25	16	art	art	NOUN
cana-2551	25	17	optimization	optimization	NOUN
cana-2551	25	18	techniques	technique	NOUN
cana-2551	25	19	can	can	AUX
cana-2551	25	20	improve	improve	VERB
cana-2551	25	21	the	the	DET
cana-2551	25	22	reliability	reliability	NOUN
cana-2551	25	23	and	and	CCONJ
cana-2551	25	24	efficiency	efficiency	NOUN
cana-2551	25	25	of	of	ADP
cana-2551	25	26	freestanding	freestande	VERB
cana-2551	25	27	dc	dc	PROPN
cana-2551	25	28	microgrids	microgrid	NOUN
cana-2551	25	29	.	.	PUNCT
cana-2551	26	1	fig	fig	NOUN
cana-2551	26	2	.	.	PUNCT
cana-2551	27	1	1	1	NUM
cana-2551	27	2	:	:	PUNCT
cana-2551	27	3	benefits	benefit	NOUN
cana-2551	27	4	and	and	CCONJ
cana-2551	27	5	components	component	NOUN
cana-2551	27	6	of	of	ADP
cana-2551	27	7	microgrid	microgrid	ADJ
cana-2551	27	8	peng	peng	PROPN
cana-2551	27	9	et	et	PROPN
cana-2551	27	10	al	al	PROPN
cana-2551	27	11	.	.	PROPN
cana-2551	28	1	(	(	PUNCT
cana-2551	28	2	2017	2017	NUM
cana-2551	28	3	)	)	PUNCT
cana-2551	28	4	developed	develop	VERB
cana-2551	28	5	an	an	DET
cana-2551	28	6	energy	energy	NOUN
cana-2551	28	7	management	management	NOUN
cana-2551	28	8	system	system	NOUN
cana-2551	28	9	(	(	PUNCT
cana-2551	28	10	ems	ems	PROPN
cana-2551	28	11	)	)	PUNCT
cana-2551	28	12	for	for	ADP
cana-2551	28	13	dc	dc	PROPN
cana-2551	28	14	microgrids	microgrid	NOUN
cana-2551	28	15	that	that	PRON
cana-2551	28	16	integrates	integrate	VERB
cana-2551	28	17	renewable	renewable	ADJ
cana-2551	28	18	energy	energy	NOUN
cana-2551	28	19	sources	source	NOUN
cana-2551	28	20	and	and	CCONJ
cana-2551	28	21	storage	storage	NOUN
cana-2551	28	22	devices	device	NOUN
cana-2551	28	23	.	.	PUNCT
cana-2551	29	1	they	they	PRON
cana-2551	29	2	emphasised	emphasise	VERB
cana-2551	29	3	how	how	SCONJ
cana-2551	29	4	challenging	challenging	ADJ
cana-2551	29	5	it	it	PRON
cana-2551	29	6	is	be	AUX
cana-2551	29	7	to	to	PART
cana-2551	29	8	increase	increase	VERB
cana-2551	29	9	system	system	NOUN
cana-2551	29	10	efficacy	efficacy	NOUN
cana-2551	29	11	and	and	CCONJ
cana-2551	29	12	maximise	maximise	VERB
cana-2551	29	13	energy	energy	NOUN
cana-2551	29	14	flow	flow	NOUN
cana-2551	29	15	.	.	PUNCT
cana-2551	30	1	according	accord	VERB
cana-2551	30	2	to	to	ADP
cana-2551	30	3	their	their	PRON
cana-2551	30	4	research	research	NOUN
cana-2551	30	5	,	,	PUNCT
cana-2551	30	6	the	the	DET
cana-2551	30	7	proposed	propose	VERB
cana-2551	30	8	ems	ems	PROPN
cana-2551	30	9	could	could	AUX
cana-2551	30	10	regulate	regulate	VERB
cana-2551	30	11	the	the	DET
cana-2551	30	12	energy	energy	NOUN
cana-2551	30	13	generated	generate	VERB
cana-2551	30	14	by	by	ADP
cana-2551	30	15	photovoltaic	photovoltaic	NOUN
cana-2551	30	16	(	(	PUNCT
cana-2551	30	17	pv	pv	NOUN
cana-2551	30	18	)	)	PUNCT
cana-2551	30	19	panels	panel	NOUN
cana-2551	30	20	and	and	CCONJ
cana-2551	30	21	stored	store	VERB
cana-2551	30	22	in	in	ADP
cana-2551	30	23	batteries	battery	NOUN
cana-2551	30	24	and	and	CCONJ
cana-2551	30	25	supercapacitors	supercapacitor	NOUN
cana-2551	30	26	,	,	PUNCT
cana-2551	30	27	ensuring	ensure	VERB
cana-2551	30	28	a	a	DET
cana-2551	30	29	stable	stable	ADJ
cana-2551	30	30	and	and	CCONJ
cana-2551	30	31	efficient	efficient	ADJ
cana-2551	30	32	microgrid	microgrid	NOUN
cana-2551	30	33	.	.	PUNCT
cana-2551	31	1	pantoja	pantoja	PROPN
cana-2551	31	2	-	-	PUNCT
cana-2551	31	3	rosero	rosero	PROPN
cana-2551	31	4	et	et	PROPN
cana-2551	31	5	al	al	PROPN
cana-2551	31	6	.	.	PROPN
cana-2551	32	1	(	(	PUNCT
cana-2551	32	2	2018	2018	NUM
cana-2551	32	3	)	)	PUNCT
cana-2551	32	4	introduced	introduce	VERB
cana-2551	32	5	an	an	DET
cana-2551	32	6	ems	ems	PROPN
cana-2551	32	7	for	for	ADP
cana-2551	32	8	dc	dc	PROPN
cana-2551	32	9	microgrids	microgrid	NOUN
cana-2551	32	10	that	that	PRON
cana-2551	32	11	combine	combine	VERB
cana-2551	32	12	renewable	renewable	ADJ
cana-2551	32	13	energy	energy	NOUN
cana-2551	32	14	sources	source	NOUN
cana-2551	32	15	that	that	PRON
cana-2551	32	16	is	be	AUX
cana-2551	32	17	based	base	VERB
cana-2551	32	18	on	on	ADP
cana-2551	32	19	fuzzy	fuzzy	ADJ
cana-2551	32	20	logic	logic	NOUN
cana-2551	32	21	.	.	PUNCT
cana-2551	33	1	their	their	PRON
cana-2551	33	2	research	research	NOUN
cana-2551	33	3	focused	focus	VERB
cana-2551	33	4	on	on	ADP
cana-2551	33	5	addressing	address	VERB
cana-2551	33	6	the	the	DET
cana-2551	33	7	uncertainties	uncertainty	NOUN
cana-2551	33	8	and	and	CCONJ
cana-2551	33	9	unpredictability	unpredictability	NOUN
cana-2551	33	10	’s	’s	AUX
cana-2551	33	11	associated	associate	VERB
cana-2551	33	12	with	with	ADP
cana-2551	33	13	the	the	DET
cana-2551	33	14	generation	generation	NOUN
cana-2551	33	15	of	of	ADP
cana-2551	33	16	renewable	renewable	ADJ
cana-2551	33	17	energy	energy	NOUN
cana-2551	33	18	.	.	PUNCT
cana-2551	34	1	they	they	PRON
cana-2551	34	2	found	find	VERB
cana-2551	34	3	that	that	SCONJ
cana-2551	34	4	the	the	DET
cana-2551	34	5	dc	dc	PROPN
cana-2551	34	6	microgrid	microgrid	PROPN
cana-2551	34	7	's	's	PART
cana-2551	34	8	dependability	dependability	NOUN
cana-2551	34	9	and	and	CCONJ
cana-2551	34	10	efficiency	efficiency	NOUN
cana-2551	34	11	were	be	AUX
cana-2551	34	12	enhanced	enhance	VERB
cana-2551	34	13	by	by	ADP
cana-2551	34	14	the	the	DET
cana-2551	34	15	fuzzy	fuzzy	ADJ
cana-2551	34	16	logic	logic	NOUN
cana-2551	34	17	-	-	PUNCT
cana-2551	34	18	based	base	VERB
cana-2551	34	19	ems	ems	PROPN
cana-2551	34	20	,	,	PUNCT
cana-2551	34	21	which	which	PRON
cana-2551	34	22	successfully	successfully	ADV
cana-2551	34	23	managed	manage	VERB
cana-2551	34	24	the	the	DET
cana-2551	34	25	energy	energy	NOUN
cana-2551	34	26	flow	flow	NOUN
cana-2551	34	27	between	between	ADP
cana-2551	34	28	pv	pv	NOUN
cana-2551	34	29	panels	panel	NOUN
cana-2551	34	30	,	,	PUNCT
cana-2551	34	31	batteries	battery	NOUN
cana-2551	34	32	,	,	PUNCT
cana-2551	34	33	and	and	CCONJ
cana-2551	34	34	supercapacitors	supercapacitor	NOUN
cana-2551	34	35	.	.	PUNCT
cana-2551	35	1	ibrahimi	ibrahimi	ADP
cana-2551	35	2	et	et	PROPN
cana-2551	35	3	al	al	PROPN
cana-2551	35	4	.	.	PROPN
cana-2551	36	1	(	(	PUNCT
cana-2551	36	2	2019	2019	NUM
cana-2551	36	3	)	)	PUNCT
cana-2551	36	4	looked	look	VERB
cana-2551	36	5	into	into	ADP
cana-2551	36	6	the	the	DET
cana-2551	36	7	optimisation	optimisation	NOUN
cana-2551	36	8	of	of	ADP
cana-2551	36	9	dc	dc	PROPN
cana-2551	36	10	microgrid	microgrid	PROPN
cana-2551	36	11	energy	energy	NOUN
cana-2551	36	12	management	management	NOUN
cana-2551	36	13	using	use	VERB
cana-2551	36	14	genetic	genetic	ADJ
cana-2551	36	15	algorithms	algorithm	NOUN
cana-2551	36	16	.	.	PUNCT
cana-2551	37	1	their	their	PRON
cana-2551	37	2	study	study	NOUN
cana-2551	37	3	aimed	aim	VERB
cana-2551	37	4	to	to	PART
cana-2551	37	5	minimise	minimise	VERB
cana-2551	37	6	energy	energy	NOUN
cana-2551	37	7	losses	loss	NOUN
cana-2551	37	8	and	and	CCONJ
cana-2551	37	9	maximise	maximise	VERB
cana-2551	37	10	the	the	DET
cana-2551	37	11	utilisation	utilisation	NOUN
cana-2551	37	12	of	of	ADP
cana-2551	37	13	renewable	renewable	ADJ
cana-2551	37	14	energy	energy	NOUN
cana-2551	37	15	sources	source	NOUN
cana-2551	37	16	.	.	PUNCT
cana-2551	38	1	they	they	PRON
cana-2551	38	2	concluded	conclude	VERB
cana-2551	38	3	that	that	SCONJ
cana-2551	38	4	the	the	DET
cana-2551	38	5	energy	energy	NOUN
cana-2551	38	6	distribution	distribution	NOUN
cana-2551	38	7	between	between	ADP
cana-2551	38	8	the	the	DET
cana-2551	38	9	batteries	battery	NOUN
cana-2551	38	10	,	,	PUNCT
cana-2551	38	11	supercapacitors	supercapacitor	NOUN
cana-2551	38	12	,	,	PUNCT
cana-2551	38	13	and	and	CCONJ
cana-2551	38	14	pv	pv	NOUN
cana-2551	38	15	panels	panel	NOUN
cana-2551	38	16	was	be	AUX
cana-2551	38	17	optimised	optimise	VERB
cana-2551	38	18	by	by	ADP
cana-2551	38	19	combining	combine	VERB
cana-2551	38	20	genetic	genetic	ADJ
cana-2551	38	21	algorithms	algorithm	NOUN
cana-2551	38	22	with	with	ADP
cana-2551	38	23	the	the	DET
cana-2551	38	24	ems	ems	PROPN
cana-2551	38	25	,	,	PUNCT
cana-2551	38	26	raising	raise	VERB
cana-2551	38	27	the	the	DET
cana-2551	38	28	microgrid	microgrid	NOUN
cana-2551	38	29	's	's	PART
cana-2551	38	30	total	total	ADJ
cana-2551	38	31	efficiency	efficiency	NOUN
cana-2551	38	32	.	.	PUNCT
cana-2551	39	1	fig	fig	NOUN
cana-2551	39	2	.	.	PUNCT
cana-2551	40	1	2	2	NUM
cana-2551	40	2	:	:	PUNCT
cana-2551	40	3	the	the	DET
cana-2551	40	4	role	role	NOUN
cana-2551	40	5	of	of	ADP
cana-2551	40	6	dgs	dgs	NOUN
cana-2551	40	7	in	in	ADP
cana-2551	40	8	microgrids	microgrid	NOUN
cana-2551	40	9	singh	singh	PROPN
cana-2551	40	10	and	and	CCONJ
cana-2551	40	11	nema	nema	PROPN
cana-2551	40	12	(	(	PUNCT
cana-2551	40	13	2020	2020	NUM
cana-2551	40	14	)	)	PUNCT
cana-2551	40	15	presented	present	VERB
cana-2551	40	16	a	a	DET
cana-2551	40	17	neural	neural	ADJ
cana-2551	40	18	network	network	NOUN
cana-2551	40	19	-	-	PUNCT
cana-2551	40	20	based	base	VERB
cana-2551	40	21	energy	energy	NOUN
cana-2551	40	22	management	management	NOUN
cana-2551	40	23	system	system	NOUN
cana-2551	40	24	(	(	PUNCT
cana-2551	40	25	ems	ems	PROPN
cana-2551	40	26	)	)	PUNCT
cana-2551	40	27	for	for	ADP
cana-2551	40	28	dc	dc	PROPN
cana-2551	40	29	microgrids	microgrid	NOUN
cana-2551	40	30	using	use	VERB
cana-2551	40	31	hybrid	hybrid	ADJ
cana-2551	40	32	energy	energy	NOUN
cana-2551	40	33	storage	storage	NOUN
cana-2551	40	34	devices	device	NOUN
cana-2551	40	35	,	,	PUNCT
cana-2551	40	36	like	like	ADP
cana-2551	40	37	batteries	battery	NOUN
cana-2551	40	38	and	and	CCONJ
cana-2551	40	39	supercapacitors	supercapacitor	NOUN
cana-2551	40	40	.	.	PUNCT
cana-2551	41	1	their	their	PRON
cana-2551	41	2	research	research	NOUN
cana-2551	41	3	communications	communication	NOUN
cana-2551	41	4	on	on	ADP
cana-2551	41	5	applied	apply	VERB
cana-2551	41	6	nonlinear	nonlinear	ADJ
cana-2551	41	7	analysis	analysis	NOUN
cana-2551	41	8	issn	issn	NOUN
cana-2551	41	9	:	:	PUNCT
cana-2551	41	10	1074	1074	NUM
cana-2551	41	11	-	-	PUNCT
cana-2551	41	12	133x	133x	NUM
cana-2551	41	13	vol	vol	NOUN
cana-2551	41	14	32	32	NUM
cana-2551	41	15	no	no	NOUN
cana-2551	41	16	.	.	PUNCT
cana-2551	42	1	3s	3s	NUM
cana-2551	42	2	(	(	PUNCT
cana-2551	42	3	2025	2025	NUM
cana-2551	42	4	)	)	PUNCT
cana-2551	42	5	79	79	NUM
cana-2551	42	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2551	42	7	demonstrated	demonstrate	VERB
cana-2551	42	8	that	that	SCONJ
cana-2551	42	9	the	the	DET
cana-2551	42	10	neural	neural	ADJ
cana-2551	42	11	network	network	NOUN
cana-2551	42	12	could	could	AUX
cana-2551	42	13	predict	predict	VERB
cana-2551	42	14	energy	energy	NOUN
cana-2551	42	15	usage	usage	NOUN
cana-2551	42	16	and	and	CCONJ
cana-2551	42	17	regulate	regulate	VERB
cana-2551	42	18	the	the	DET
cana-2551	42	19	cycles	cycle	NOUN
cana-2551	42	20	of	of	ADP
cana-2551	42	21	charging	charge	VERB
cana-2551	42	22	and	and	CCONJ
cana-2551	42	23	discharging	discharge	VERB
cana-2551	42	24	storage	storage	NOUN
cana-2551	42	25	devices	device	NOUN
cana-2551	42	26	.	.	PUNCT
cana-2551	43	1	the	the	DET
cana-2551	43	2	recommended	recommend	VERB
cana-2551	43	3	ems	ems	PROPN
cana-2551	43	4	effectively	effectively	ADV
cana-2551	43	5	balanced	balance	VERB
cana-2551	43	6	the	the	DET
cana-2551	43	7	supply	supply	NOUN
cana-2551	43	8	and	and	CCONJ
cana-2551	43	9	demand	demand	NOUN
cana-2551	43	10	for	for	ADP
cana-2551	43	11	power	power	NOUN
cana-2551	43	12	,	,	PUNCT
cana-2551	43	13	enhancing	enhance	VERB
cana-2551	43	14	the	the	DET
cana-2551	43	15	dc	dc	PROPN
cana-2551	43	16	microgrid	microgrid	PROPN
cana-2551	43	17	's	's	PART
cana-2551	43	18	dependability	dependability	NOUN
cana-2551	43	19	and	and	CCONJ
cana-2551	43	20	efficiency	efficiency	NOUN
cana-2551	43	21	.	.	PUNCT
cana-2551	44	1	liu	liu	PROPN
cana-2551	44	2	et	et	PROPN
cana-2551	44	3	al	al	PROPN
cana-2551	44	4	.	.	PROPN
cana-2551	44	5	2020	2020	NUM
cana-2551	44	6	investigated	investigate	VERB
cana-2551	44	7	the	the	DET
cana-2551	44	8	application	application	NOUN
cana-2551	44	9	of	of	ADP
cana-2551	44	10	artificial	artificial	ADJ
cana-2551	44	11	intelligence	intelligence	NOUN
cana-2551	44	12	(	(	PUNCT
cana-2551	44	13	ai	ai	NOUN
cana-2551	44	14	)	)	PUNCT
cana-2551	44	15	in	in	ADP
cana-2551	44	16	dc	dc	PROPN
cana-2551	44	17	microgrid	microgrid	PROPN
cana-2551	44	18	energy	energy	NOUN
cana-2551	44	19	management	management	NOUN
cana-2551	44	20	for	for	ADP
cana-2551	44	21	hybrid	hybrid	ADJ
cana-2551	44	22	pv	pv	NOUN
cana-2551	44	23	-	-	PUNCT
cana-2551	44	24	battery	battery	NOUN
cana-2551	44	25	-	-	PUNCT
cana-2551	44	26	supercapacitor	supercapacitor	NOUN
cana-2551	44	27	systems	system	NOUN
cana-2551	44	28	.	.	PUNCT
cana-2551	45	1	utilising	utilise	VERB
cana-2551	45	2	machine	machine	NOUN
cana-2551	45	3	learning	learning	NOUN
cana-2551	45	4	techniques	technique	NOUN
cana-2551	45	5	,	,	PUNCT
cana-2551	45	6	they	they	PRON
cana-2551	45	7	were	be	AUX
cana-2551	45	8	able	able	ADJ
cana-2551	45	9	to	to	PART
cana-2551	45	10	optimise	optimise	VERB
cana-2551	45	11	energy	energy	NOUN
cana-2551	45	12	flow	flow	NOUN
cana-2551	45	13	and	and	CCONJ
cana-2551	45	14	storage	storage	NOUN
cana-2551	45	15	utilisation	utilisation	NOUN
cana-2551	45	16	.	.	PUNCT
cana-2551	46	1	their	their	PRON
cana-2551	46	2	results	result	NOUN
cana-2551	46	3	indicate	indicate	VERB
cana-2551	46	4	that	that	SCONJ
cana-2551	46	5	energy	energy	NOUN
cana-2551	46	6	efficiency	efficiency	NOUN
cana-2551	46	7	and	and	CCONJ
cana-2551	46	8	system	system	NOUN
cana-2551	46	9	resilience	resilience	NOUN
cana-2551	46	10	can	can	AUX
cana-2551	46	11	be	be	AUX
cana-2551	46	12	greatly	greatly	ADV
cana-2551	46	13	increased	increase	VERB
cana-2551	46	14	by	by	ADP
cana-2551	46	15	strategically	strategically	ADV
cana-2551	46	16	arranging	arrange	VERB
cana-2551	46	17	renewable	renewable	ADJ
cana-2551	46	18	energy	energy	NOUN
cana-2551	46	19	sources	source	NOUN
cana-2551	46	20	and	and	CCONJ
cana-2551	46	21	storage	storage	NOUN
cana-2551	46	22	devices	device	NOUN
cana-2551	46	23	.	.	PUNCT
cana-2551	47	1	zhao	zhao	PROPN
cana-2551	47	2	et	et	PROPN
cana-2551	47	3	al	al	PROPN
cana-2551	47	4	.	.	PROPN
cana-2551	47	5	introduced	introduce	VERB
cana-2551	47	6	a	a	DET
cana-2551	47	7	multi	multi	ADJ
cana-2551	47	8	-	-	ADJ
cana-2551	47	9	agent	agent	ADJ
cana-2551	47	10	system	system	NOUN
cana-2551	47	11	(	(	PUNCT
cana-2551	47	12	mas	mas	PROPN
cana-2551	47	13	)	)	PUNCT
cana-2551	47	14	for	for	ADP
cana-2551	47	15	energy	energy	NOUN
cana-2551	47	16	management	management	NOUN
cana-2551	47	17	in	in	ADP
cana-2551	47	18	dc	dc	PROPN
cana-2551	47	19	microgrids	microgrid	NOUN
cana-2551	47	20	with	with	ADP
cana-2551	47	21	integration	integration	NOUN
cana-2551	47	22	of	of	ADP
cana-2551	47	23	renewable	renewable	ADJ
cana-2551	47	24	energy	energy	NOUN
cana-2551	47	25	in	in	ADP
cana-2551	47	26	2020	2020	NUM
cana-2551	47	27	.	.	PUNCT
cana-2551	48	1	their	their	PRON
cana-2551	48	2	research	research	NOUN
cana-2551	48	3	indicated	indicate	VERB
cana-2551	48	4	that	that	SCONJ
cana-2551	48	5	the	the	DET
cana-2551	48	6	mas	mas	PROPN
cana-2551	48	7	-	-	PUNCT
cana-2551	48	8	based	base	VERB
cana-2551	48	9	ems	ems	PROPN
cana-2551	48	10	could	could	AUX
cana-2551	48	11	coordinate	coordinate	VERB
cana-2551	48	12	the	the	DET
cana-2551	48	13	behaviours	behaviour	NOUN
cana-2551	48	14	of	of	ADP
cana-2551	48	15	multiple	multiple	ADJ
cana-2551	48	16	agents	agent	NOUN
cana-2551	48	17	representing	represent	VERB
cana-2551	48	18	different	different	ADJ
cana-2551	48	19	energy	energy	NOUN
cana-2551	48	20	sources	source	NOUN
cana-2551	48	21	and	and	CCONJ
cana-2551	48	22	storage	storage	NOUN
cana-2551	48	23	systems	system	NOUN
cana-2551	48	24	to	to	PART
cana-2551	48	25	achieve	achieve	VERB
cana-2551	48	26	the	the	DET
cana-2551	48	27	optimal	optimal	ADJ
cana-2551	48	28	energy	energy	NOUN
cana-2551	48	29	distribution	distribution	NOUN
cana-2551	48	30	.	.	PUNCT
cana-2551	49	1	they	they	PRON
cana-2551	49	2	underlined	underline	VERB
cana-2551	49	3	how	how	SCONJ
cana-2551	49	4	mas	mas	PROPN
cana-2551	49	5	enhances	enhance	VERB
cana-2551	49	6	dc	dc	PROPN
cana-2551	49	7	microgrids	microgrid	NOUN
cana-2551	49	8	'	'	PART
cana-2551	49	9	functionality	functionality	NOUN
cana-2551	49	10	and	and	CCONJ
cana-2551	49	11	adeptly	adeptly	ADV
cana-2551	49	12	handles	handle	VERB
cana-2551	49	13	their	their	PRON
cana-2551	49	14	complexities	complexity	NOUN
cana-2551	49	15	.	.	PUNCT
cana-2551	50	1	kim	kim	PROPN
cana-2551	50	2	and	and	CCONJ
cana-2551	50	3	lee	lee	PROPN
cana-2551	50	4	(	(	PUNCT
cana-2551	50	5	2021	2021	NUM
cana-2551	50	6	)	)	PUNCT
cana-2551	50	7	introduced	introduce	VERB
cana-2551	50	8	adaptive	adaptive	ADJ
cana-2551	50	9	control	control	NOUN
cana-2551	50	10	methods	method	NOUN
cana-2551	50	11	for	for	ADP
cana-2551	50	12	dc	dc	PROPN
cana-2551	50	13	microgrid	microgrid	PROPN
cana-2551	50	14	energy	energy	NOUN
cana-2551	50	15	management	management	NOUN
cana-2551	50	16	.	.	PUNCT
cana-2551	51	1	they	they	PRON
cana-2551	51	2	developed	develop	VERB
cana-2551	51	3	an	an	DET
cana-2551	51	4	ems	ems	PROPN
cana-2551	51	5	that	that	PRON
cana-2551	51	6	,	,	PUNCT
cana-2551	51	7	in	in	ADP
cana-2551	51	8	response	response	NOUN
cana-2551	51	9	to	to	ADP
cana-2551	51	10	changing	change	VERB
cana-2551	51	11	energy	energy	NOUN
cana-2551	51	12	demand	demand	NOUN
cana-2551	51	13	and	and	CCONJ
cana-2551	51	14	generating	generating	NOUN
cana-2551	51	15	conditions	condition	NOUN
cana-2551	51	16	,	,	PUNCT
cana-2551	51	17	dynamically	dynamically	ADV
cana-2551	51	18	adjusts	adjust	VERB
cana-2551	51	19	the	the	DET
cana-2551	51	20	power	power	NOUN
cana-2551	51	21	flow	flow	NOUN
cana-2551	51	22	between	between	ADP
cana-2551	51	23	pv	pv	NOUN
cana-2551	51	24	panels	panel	NOUN
cana-2551	51	25	,	,	PUNCT
cana-2551	51	26	batteries	battery	NOUN
cana-2551	51	27	,	,	PUNCT
cana-2551	51	28	and	and	CCONJ
cana-2551	51	29	supercapacitors	supercapacitor	NOUN
cana-2551	51	30	.	.	PUNCT
cana-2551	52	1	their	their	PRON
cana-2551	52	2	adaptive	adaptive	ADJ
cana-2551	52	3	control	control	NOUN
cana-2551	52	4	approach	approach	NOUN
cana-2551	52	5	improved	improve	VERB
cana-2551	52	6	the	the	DET
cana-2551	52	7	efficiency	efficiency	NOUN
cana-2551	52	8	and	and	CCONJ
cana-2551	52	9	adaptability	adaptability	NOUN
cana-2551	52	10	of	of	ADP
cana-2551	52	11	the	the	DET
cana-2551	52	12	dc	dc	PROPN
cana-2551	52	13	microgrid	microgrid	PROPN
cana-2551	52	14	while	while	SCONJ
cana-2551	52	15	ensuring	ensure	VERB
cana-2551	52	16	consistent	consistent	ADJ
cana-2551	52	17	operation	operation	NOUN
cana-2551	52	18	in	in	ADP
cana-2551	52	19	a	a	DET
cana-2551	52	20	variety	variety	NOUN
cana-2551	52	21	of	of	ADP
cana-2551	52	22	conditions	condition	NOUN
cana-2551	52	23	.	.	PUNCT
cana-2551	53	1	in	in	ADP
cana-2551	53	2	2021	2021	NUM
cana-2551	53	3	,	,	PUNCT
cana-2551	53	4	ramachandran	ramachandran	PROPN
cana-2551	53	5	and	and	CCONJ
cana-2551	53	6	srinivasan	srinivasan	PROPN
cana-2551	53	7	introduced	introduce	VERB
cana-2551	53	8	a	a	DET
cana-2551	53	9	reinforcement	reinforcement	NOUN
cana-2551	53	10	learning	learning	NOUN
cana-2551	53	11	-	-	PUNCT
cana-2551	53	12	based	base	VERB
cana-2551	53	13	ems	ems	PROPN
cana-2551	53	14	about	about	ADP
cana-2551	53	15	dc	dc	PROPN
cana-2551	53	16	microgrids	microgrid	NOUN
cana-2551	53	17	that	that	PRON
cana-2551	53	18	run	run	VERB
cana-2551	53	19	on	on	ADP
cana-2551	53	20	renewable	renewable	ADJ
cana-2551	53	21	energy	energy	NOUN
cana-2551	53	22	.	.	PUNCT
cana-2551	54	1	through	through	ADP
cana-2551	54	2	continuous	continuous	ADJ
cana-2551	54	3	communication	communication	NOUN
cana-2551	54	4	with	with	ADP
cana-2551	54	5	the	the	DET
cana-2551	54	6	microgrid	microgrid	PROPN
cana-2551	54	7	environment	environment	NOUN
cana-2551	54	8	,	,	PUNCT
cana-2551	54	9	its	its	PRON
cana-2551	54	10	ems	ems	PROPN
cana-2551	54	11	gained	gain	VERB
cana-2551	54	12	the	the	DET
cana-2551	54	13	capacity	capacity	NOUN
cana-2551	54	14	to	to	PART
cana-2551	54	15	make	make	VERB
cana-2551	54	16	the	the	DET
cana-2551	54	17	best	good	ADJ
cana-2551	54	18	decisions	decision	NOUN
cana-2551	54	19	possible	possible	ADJ
cana-2551	54	20	regarding	regard	VERB
cana-2551	54	21	energy	energy	NOUN
cana-2551	54	22	management	management	NOUN
cana-2551	54	23	.	.	PUNCT
cana-2551	55	1	they	they	PRON
cana-2551	55	2	concluded	conclude	VERB
cana-2551	55	3	that	that	SCONJ
cana-2551	55	4	the	the	DET
cana-2551	55	5	effective	effective	ADJ
cana-2551	55	6	regulation	regulation	NOUN
cana-2551	55	7	of	of	ADP
cana-2551	55	8	energy	energy	NOUN
cana-2551	55	9	flow	flow	NOUN
cana-2551	55	10	and	and	CCONJ
cana-2551	55	11	storage	storage	NOUN
cana-2551	55	12	achieved	achieve	VERB
cana-2551	55	13	by	by	ADP
cana-2551	55	14	the	the	DET
cana-2551	55	15	reinforcement	reinforcement	NOUN
cana-2551	55	16	learning	learning	NOUN
cana-2551	55	17	approach	approach	NOUN
cana-2551	55	18	led	lead	VERB
cana-2551	55	19	to	to	ADP
cana-2551	55	20	greater	great	ADJ
cana-2551	55	21	efficiency	efficiency	NOUN
cana-2551	55	22	and	and	CCONJ
cana-2551	55	23	dependability	dependability	NOUN
cana-2551	55	24	.	.	PUNCT
cana-2551	56	1	hybrid	hybrid	ADJ
cana-2551	56	2	optimisation	optimisation	NOUN
cana-2551	56	3	techniques	technique	NOUN
cana-2551	56	4	were	be	AUX
cana-2551	56	5	examined	examine	VERB
cana-2551	56	6	by	by	ADP
cana-2551	56	7	ahmed	ahmed	PROPN
cana-2551	56	8	and	and	CCONJ
cana-2551	56	9	hassan	hassan	PROPN
cana-2551	56	10	(	(	PUNCT
cana-2551	56	11	2021	2021	NUM
cana-2551	56	12	)	)	PUNCT
cana-2551	56	13	for	for	ADP
cana-2551	56	14	dc	dc	PROPN
cana-2551	56	15	microgrid	microgrid	PROPN
cana-2551	56	16	energy	energy	NOUN
cana-2551	56	17	management	management	NOUN
cana-2551	56	18	.	.	PUNCT
cana-2551	57	1	their	their	PRON
cana-2551	57	2	ems	ems	PROPN
cana-2551	57	3	employed	employ	VERB
cana-2551	57	4	a	a	DET
cana-2551	57	5	number	number	NOUN
cana-2551	57	6	of	of	ADP
cana-2551	57	7	optimisation	optimisation	NOUN
cana-2551	57	8	strategies	strategy	NOUN
cana-2551	57	9	,	,	PUNCT
cana-2551	57	10	including	include	VERB
cana-2551	57	11	as	as	ADP
cana-2551	57	12	particle	particle	NOUN
cana-2551	57	13	swarm	swarm	NOUN
cana-2551	57	14	optimisation	optimisation	NOUN
cana-2551	57	15	and	and	CCONJ
cana-2551	57	16	evolutionary	evolutionary	ADJ
cana-2551	57	17	algorithms	algorithm	NOUN
cana-2551	57	18	,	,	PUNCT
cana-2551	57	19	to	to	PART
cana-2551	57	20	achieve	achieve	VERB
cana-2551	57	21	the	the	DET
cana-2551	57	22	optimal	optimal	ADJ
cana-2551	57	23	energy	energy	NOUN
cana-2551	57	24	distribution	distribution	NOUN
cana-2551	57	25	.	.	PUNCT
cana-2551	58	1	they	they	PRON
cana-2551	58	2	demonstrated	demonstrate	VERB
cana-2551	58	3	how	how	SCONJ
cana-2551	58	4	the	the	DET
cana-2551	58	5	dc	dc	PROPN
cana-2551	58	6	microgrid	microgrid	PROPN
cana-2551	58	7	's	's	PART
cana-2551	58	8	performance	performance	NOUN
cana-2551	58	9	was	be	AUX
cana-2551	58	10	enhanced	enhance	VERB
cana-2551	58	11	by	by	ADP
cana-2551	58	12	the	the	DET
cana-2551	58	13	hybrid	hybrid	NOUN
cana-2551	58	14	strategy	strategy	NOUN
cana-2551	58	15	's	's	PART
cana-2551	58	16	efficient	efficient	ADJ
cana-2551	58	17	management	management	NOUN
cana-2551	58	18	of	of	ADP
cana-2551	58	19	the	the	DET
cana-2551	58	20	energy	energy	NOUN
cana-2551	58	21	generated	generate	VERB
cana-2551	58	22	by	by	ADP
cana-2551	58	23	solar	solar	ADJ
cana-2551	58	24	panels	panel	NOUN
cana-2551	58	25	and	and	CCONJ
cana-2551	58	26	stored	store	VERB
cana-2551	58	27	in	in	ADP
cana-2551	58	28	batteries	battery	NOUN
cana-2551	58	29	and	and	CCONJ
cana-2551	58	30	supercapacitors	supercapacitor	NOUN
cana-2551	58	31	.	.	PUNCT
cana-2551	59	1	patel	patel	PROPN
cana-2551	59	2	and	and	CCONJ
cana-2551	59	3	sharma	sharma	PROPN
cana-2551	59	4	's	's	PART
cana-2551	59	5	(	(	PUNCT
cana-2551	59	6	2021	2021	NUM
cana-2551	59	7	)	)	PUNCT
cana-2551	59	8	artificial	artificial	ADJ
cana-2551	59	9	rabbits	rabbit	NOUN
cana-2551	59	10	algorithm	algorithm	NOUN
cana-2551	59	11	(	(	PUNCT
cana-2551	59	12	ara	ara	NOUN
cana-2551	59	13	)	)	PUNCT
cana-2551	59	14	optimises	optimise	VERB
cana-2551	59	15	dc	dc	PROPN
cana-2551	59	16	microgrid	microgrid	PROPN
cana-2551	59	17	energy	energy	NOUN
cana-2551	59	18	management	management	NOUN
cana-2551	59	19	.	.	PUNCT
cana-2551	60	1	to	to	PART
cana-2551	60	2	maximise	maximise	VERB
cana-2551	60	3	energy	energy	NOUN
cana-2551	60	4	flow	flow	NOUN
cana-2551	60	5	and	and	CCONJ
cana-2551	60	6	storage	storage	NOUN
cana-2551	60	7	utilisation	utilisation	NOUN
cana-2551	60	8	efficiency	efficiency	NOUN
cana-2551	60	9	was	be	AUX
cana-2551	60	10	the	the	DET
cana-2551	60	11	aim	aim	NOUN
cana-2551	60	12	of	of	ADP
cana-2551	60	13	their	their	PRON
cana-2551	60	14	arabased	arabase	VERB
cana-2551	60	15	ems	em	NOUN
cana-2551	60	16	.	.	PUNCT
cana-2551	61	1	researchers	researcher	NOUN
cana-2551	61	2	found	find	VERB
cana-2551	61	3	that	that	SCONJ
cana-2551	61	4	the	the	DET
cana-2551	61	5	ara	ara	NOUN
cana-2551	61	6	significantly	significantly	ADV
cana-2551	61	7	enhanced	enhance	VERB
cana-2551	61	8	the	the	DET
cana-2551	61	9	efficiency	efficiency	NOUN
cana-2551	61	10	of	of	ADP
cana-2551	61	11	dc	dc	PROPN
cana-2551	61	12	microgrids	microgrid	NOUN
cana-2551	61	13	by	by	ADP
cana-2551	61	14	effectively	effectively	ADV
cana-2551	61	15	managing	manage	VERB
cana-2551	61	16	energy	energy	NOUN
cana-2551	61	17	generated	generate	VERB
cana-2551	61	18	from	from	ADP
cana-2551	61	19	renewable	renewable	ADJ
cana-2551	61	20	sources	source	NOUN
cana-2551	61	21	and	and	CCONJ
cana-2551	61	22	stored	store	VERB
cana-2551	61	23	in	in	ADP
cana-2551	61	24	hybrid	hybrid	ADJ
cana-2551	61	25	energy	energy	NOUN
cana-2551	61	26	storage	storage	NOUN
cana-2551	61	27	systems	system	NOUN
cana-2551	61	28	.	.	PUNCT
cana-2551	62	1	gupta	gupta	PROPN
cana-2551	62	2	and	and	CCONJ
cana-2551	62	3	verma	verma	PROPN
cana-2551	62	4	(	(	PUNCT
cana-2551	62	5	2022	2022	NUM
cana-2551	62	6	)	)	PUNCT
cana-2551	62	7	introduced	introduce	VERB
cana-2551	62	8	an	an	DET
cana-2551	62	9	ems	ems	PROPN
cana-2551	62	10	based	base	VERB
cana-2551	62	11	on	on	ADP
cana-2551	62	12	deep	deep	ADJ
cana-2551	62	13	learning	learning	NOUN
cana-2551	62	14	for	for	ADP
cana-2551	62	15	dc	dc	PROPN
cana-2551	62	16	microgrids	microgrid	NOUN
cana-2551	62	17	that	that	PRON
cana-2551	62	18	use	use	VERB
cana-2551	62	19	pvbattery	pvbattery	NOUN
cana-2551	62	20	-	-	PUNCT
cana-2551	62	21	supercapacitor	supercapacitor	NOUN
cana-2551	62	22	systems	system	NOUN
cana-2551	62	23	.	.	PUNCT
cana-2551	63	1	to	to	PART
cana-2551	63	2	estimate	estimate	VERB
cana-2551	63	3	energy	energy	NOUN
cana-2551	63	4	consumption	consumption	NOUN
cana-2551	63	5	and	and	CCONJ
cana-2551	63	6	optimise	optimise	ADJ
cana-2551	63	7	storage	storage	NOUN
cana-2551	63	8	device	device	NOUN
cana-2551	63	9	cycles	cycle	NOUN
cana-2551	63	10	for	for	ADP
cana-2551	63	11	charging	charge	VERB
cana-2551	63	12	and	and	CCONJ
cana-2551	63	13	discharging	discharge	VERB
cana-2551	63	14	,	,	PUNCT
cana-2551	63	15	they	they	PRON
cana-2551	63	16	created	create	VERB
cana-2551	63	17	a	a	DET
cana-2551	63	18	deep	deep	ADJ
cana-2551	63	19	learning	learning	NOUN
cana-2551	63	20	model	model	NOUN
cana-2551	63	21	.	.	PUNCT
cana-2551	64	1	by	by	ADP
cana-2551	64	2	effectively	effectively	ADV
cana-2551	64	3	balancing	balance	VERB
cana-2551	64	4	the	the	DET
cana-2551	64	5	energy	energy	NOUN
cana-2551	64	6	supply	supply	NOUN
cana-2551	64	7	and	and	CCONJ
cana-2551	64	8	demand	demand	NOUN
cana-2551	64	9	,	,	PUNCT
cana-2551	64	10	their	their	PRON
cana-2551	64	11	ems	ems	PROPN
cana-2551	64	12	raised	raise	VERB
cana-2551	64	13	the	the	DET
cana-2551	64	14	dc	dc	PROPN
cana-2551	64	15	microgrid	microgrid	PROPN
cana-2551	64	16	's	's	PART
cana-2551	64	17	dependability	dependability	NOUN
cana-2551	64	18	and	and	CCONJ
cana-2551	64	19	efficiency	efficiency	NOUN
cana-2551	64	20	.	.	PUNCT
cana-2551	65	1	wang	wang	PROPN
cana-2551	65	2	and	and	CCONJ
cana-2551	65	3	li	li	PROPN
cana-2551	65	4	(	(	PUNCT
cana-2551	65	5	2022	2022	NUM
cana-2551	65	6	)	)	PUNCT
cana-2551	65	7	investigated	investigate	VERB
cana-2551	65	8	a	a	DET
cana-2551	65	9	predictive	predictive	ADJ
cana-2551	65	10	control	control	NOUN
cana-2551	65	11	approach	approach	NOUN
cana-2551	65	12	for	for	ADP
cana-2551	65	13	energy	energy	NOUN
cana-2551	65	14	management	management	NOUN
cana-2551	65	15	in	in	ADP
cana-2551	65	16	dc	dc	PROPN
cana-2551	65	17	microgrids	microgrid	NOUN
cana-2551	65	18	employing	employ	VERB
cana-2551	65	19	renewable	renewable	ADJ
cana-2551	65	20	energy	energy	NOUN
cana-2551	65	21	sources	source	NOUN
cana-2551	65	22	.	.	PUNCT
cana-2551	66	1	their	their	PRON
cana-2551	66	2	predictive	predictive	ADJ
cana-2551	66	3	control	control	NOUN
cana-2551	66	4	energy	energy	NOUN
cana-2551	66	5	management	management	NOUN
cana-2551	66	6	system	system	NOUN
cana-2551	66	7	communications	communication	NOUN
cana-2551	66	8	on	on	ADP
cana-2551	66	9	applied	apply	VERB
cana-2551	66	10	nonlinear	nonlinear	ADJ
cana-2551	66	11	analysis	analysis	NOUN
cana-2551	66	12	issn	issn	NOUN
cana-2551	66	13	:	:	PUNCT
cana-2551	66	14	1074	1074	NUM
cana-2551	66	15	-	-	PUNCT
cana-2551	66	16	133x	133x	NUM
cana-2551	66	17	vol	vol	NOUN
cana-2551	66	18	32	32	NUM
cana-2551	66	19	no	no	NOUN
cana-2551	66	20	.	.	PUNCT
cana-2551	67	1	3s	3s	NUM
cana-2551	67	2	(	(	PUNCT
cana-2551	67	3	2025	2025	NUM
cana-2551	67	4	)	)	PUNCT
cana-2551	67	5	80	80	NUM
cana-2551	67	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	67	7	(	(	PUNCT
cana-2551	67	8	ems	ems	PROPN
cana-2551	67	9	)	)	PUNCT
cana-2551	67	10	optimised	optimise	VERB
cana-2551	67	11	energy	energy	NOUN
cana-2551	67	12	flow	flow	NOUN
cana-2551	67	13	and	and	CCONJ
cana-2551	67	14	storage	storage	NOUN
cana-2551	67	15	use	use	NOUN
cana-2551	67	16	by	by	ADP
cana-2551	67	17	forecasting	forecast	VERB
cana-2551	67	18	future	future	ADJ
cana-2551	67	19	energy	energy	NOUN
cana-2551	67	20	generation	generation	NOUN
cana-2551	67	21	and	and	CCONJ
cana-2551	67	22	demand	demand	NOUN
cana-2551	67	23	.	.	PUNCT
cana-2551	68	1	they	they	PRON
cana-2551	68	2	demonstrated	demonstrate	VERB
cana-2551	68	3	how	how	SCONJ
cana-2551	68	4	the	the	DET
cana-2551	68	5	plan	plan	NOUN
cana-2551	68	6	guaranteed	guarantee	VERB
cana-2551	68	7	efficient	efficient	ADJ
cana-2551	68	8	energy	energy	NOUN
cana-2551	68	9	distribution	distribution	NOUN
cana-2551	68	10	,	,	PUNCT
cana-2551	68	11	enhancing	enhance	VERB
cana-2551	68	12	the	the	DET
cana-2551	68	13	dc	dc	PROPN
cana-2551	68	14	microgrid	microgrid	PROPN
cana-2551	68	15	's	's	PART
cana-2551	68	16	dependability	dependability	NOUN
cana-2551	68	17	and	and	CCONJ
cana-2551	68	18	performance	performance	NOUN
cana-2551	68	19	.	.	PUNCT
cana-2551	69	1	a	a	DET
cana-2551	69	2	smart	smart	ADJ
cana-2551	69	3	energy	energy	NOUN
cana-2551	69	4	management	management	NOUN
cana-2551	69	5	system	system	NOUN
cana-2551	69	6	(	(	PUNCT
cana-2551	69	7	ems	ems	PROPN
cana-2551	69	8	)	)	PUNCT
cana-2551	69	9	that	that	PRON
cana-2551	69	10	incorporates	incorporate	VERB
cana-2551	69	11	hybrid	hybrid	ADJ
cana-2551	69	12	energy	energy	NOUN
cana-2551	69	13	storage	storage	NOUN
cana-2551	69	14	devices	device	NOUN
cana-2551	69	15	,	,	PUNCT
cana-2551	69	16	like	like	ADP
cana-2551	69	17	supercapacitors	supercapacitor	NOUN
cana-2551	69	18	and	and	CCONJ
cana-2551	69	19	batteries	battery	NOUN
cana-2551	69	20	,	,	PUNCT
cana-2551	69	21	was	be	AUX
cana-2551	69	22	developed	develop	VERB
cana-2551	69	23	by	by	ADP
cana-2551	69	24	zhou	zhou	PROPN
cana-2551	69	25	and	and	CCONJ
cana-2551	69	26	huang	huang	PROPN
cana-2551	69	27	in	in	ADP
cana-2551	69	28	2022	2022	NUM
cana-2551	69	29	for	for	ADP
cana-2551	69	30	dc	dc	PROPN
cana-2551	69	31	microgrids	microgrid	NOUN
cana-2551	69	32	.	.	PUNCT
cana-2551	70	1	their	their	PRON
cana-2551	70	2	energy	energy	NOUN
cana-2551	70	3	management	management	NOUN
cana-2551	70	4	system	system	NOUN
cana-2551	70	5	(	(	PUNCT
cana-2551	70	6	ems	ems	PROPN
cana-2551	70	7	)	)	PUNCT
cana-2551	70	8	used	use	VERB
cana-2551	70	9	sophisticated	sophisticated	ADJ
cana-2551	70	10	algorithms	algorithm	NOUN
cana-2551	70	11	to	to	PART
cana-2551	70	12	control	control	VERB
cana-2551	70	13	energy	energy	NOUN
cana-2551	70	14	flow	flow	NOUN
cana-2551	70	15	and	and	CCONJ
cana-2551	70	16	enhance	enhance	VERB
cana-2551	70	17	storage	storage	NOUN
cana-2551	70	18	utilisation	utilisation	NOUN
cana-2551	70	19	.	.	PUNCT
cana-2551	71	1	they	they	PRON
cana-2551	71	2	stressed	stress	VERB
cana-2551	71	3	how	how	SCONJ
cana-2551	71	4	putting	put	VERB
cana-2551	71	5	intelligent	intelligent	ADJ
cana-2551	71	6	energy	energy	NOUN
cana-2551	71	7	management	management	NOUN
cana-2551	71	8	into	into	ADP
cana-2551	71	9	practice	practice	NOUN
cana-2551	71	10	may	may	AUX
cana-2551	71	11	increase	increase	VERB
cana-2551	71	12	the	the	DET
cana-2551	71	13	efficiency	efficiency	NOUN
cana-2551	71	14	and	and	CCONJ
cana-2551	71	15	dependability	dependability	NOUN
cana-2551	71	16	of	of	ADP
cana-2551	71	17	dc	dc	PROPN
cana-2551	71	18	microgrids	microgrid	NOUN
cana-2551	71	19	.	.	PUNCT
cana-2551	72	1	singh	singh	PROPN
cana-2551	72	2	and	and	CCONJ
cana-2551	72	3	kaur	kaur	PROPN
cana-2551	72	4	(	(	PUNCT
cana-2551	72	5	2023	2023	NUM
cana-2551	72	6	)	)	PUNCT
cana-2551	72	7	looked	look	VERB
cana-2551	72	8	on	on	ADP
cana-2551	72	9	the	the	DET
cana-2551	72	10	application	application	NOUN
cana-2551	72	11	of	of	ADP
cana-2551	72	12	evolutionary	evolutionary	ADJ
cana-2551	72	13	algorithms	algorithm	NOUN
cana-2551	72	14	to	to	PART
cana-2551	72	15	optimise	optimise	VERB
cana-2551	72	16	energy	energy	NOUN
cana-2551	72	17	management	management	NOUN
cana-2551	72	18	in	in	ADP
cana-2551	72	19	isolated	isolate	VERB
cana-2551	72	20	dc	dc	PROPN
cana-2551	72	21	microgrids	microgrid	NOUN
cana-2551	72	22	.	.	PUNCT
cana-2551	73	1	their	their	PRON
cana-2551	73	2	ems	ems	PROPN
cana-2551	73	3	used	use	VERB
cana-2551	73	4	evolutionary	evolutionary	ADJ
cana-2551	73	5	algorithms	algorithm	NOUN
cana-2551	73	6	to	to	PART
cana-2551	73	7	achieve	achieve	VERB
cana-2551	73	8	the	the	DET
cana-2551	73	9	optimal	optimal	ADJ
cana-2551	73	10	energy	energy	NOUN
cana-2551	73	11	distribution	distribution	NOUN
cana-2551	73	12	across	across	ADP
cana-2551	73	13	batteries	battery	NOUN
cana-2551	73	14	,	,	PUNCT
cana-2551	73	15	supercapacitors	supercapacitor	NOUN
cana-2551	73	16	,	,	PUNCT
cana-2551	73	17	and	and	CCONJ
cana-2551	73	18	pv	pv	NOUN
cana-2551	73	19	panels	panel	NOUN
cana-2551	73	20	.	.	PUNCT
cana-2551	74	1	they	they	PRON
cana-2551	74	2	demonstrated	demonstrate	VERB
cana-2551	74	3	how	how	SCONJ
cana-2551	74	4	the	the	DET
cana-2551	74	5	performance	performance	NOUN
cana-2551	74	6	and	and	CCONJ
cana-2551	74	7	efficiency	efficiency	NOUN
cana-2551	74	8	of	of	ADP
cana-2551	74	9	the	the	DET
cana-2551	74	10	dc	dc	PROPN
cana-2551	74	11	microgrid	microgrid	PROPN
cana-2551	74	12	might	might	AUX
cana-2551	74	13	be	be	AUX
cana-2551	74	14	considerably	considerably	ADV
cana-2551	74	15	improved	improve	VERB
cana-2551	74	16	by	by	ADP
cana-2551	74	17	implementing	implement	VERB
cana-2551	74	18	state	state	NOUN
cana-2551	74	19	-	-	PUNCT
cana-2551	74	20	of	of	ADP
cana-2551	74	21	-	-	PUNCT
cana-2551	74	22	the	the	DET
cana-2551	74	23	-	-	PUNCT
cana-2551	74	24	art	art	NOUN
cana-2551	74	25	optimisation	optimisation	NOUN
cana-2551	74	26	techniques	technique	NOUN
cana-2551	74	27	.	.	PUNCT
cana-2551	75	1	elgendy	elgendy	PROPN
cana-2551	75	2	and	and	CCONJ
cana-2551	75	3	mohamed	mohamed	PROPN
cana-2551	75	4	presented	present	VERB
cana-2551	75	5	an	an	DET
cana-2551	75	6	intelligent	intelligent	ADJ
cana-2551	75	7	energy	energy	NOUN
cana-2551	75	8	management	management	NOUN
cana-2551	75	9	system	system	NOUN
cana-2551	75	10	(	(	PUNCT
cana-2551	75	11	ems	ems	PROPN
cana-2551	75	12	)	)	PUNCT
cana-2551	75	13	for	for	ADP
cana-2551	75	14	dc	dc	PROPN
cana-2551	75	15	microgrids	microgrid	NOUN
cana-2551	75	16	that	that	PRON
cana-2551	75	17	integrates	integrate	VERB
cana-2551	75	18	renewable	renewable	ADJ
cana-2551	75	19	energy	energy	NOUN
cana-2551	75	20	sources	source	NOUN
cana-2551	75	21	in	in	ADP
cana-2551	75	22	2023	2023	NUM
cana-2551	75	23	.	.	PUNCT
cana-2551	76	1	utilising	utilise	VERB
cana-2551	76	2	machine	machine	NOUN
cana-2551	76	3	learning	learning	NOUN
cana-2551	76	4	techniques	technique	NOUN
cana-2551	76	5	,	,	PUNCT
cana-2551	76	6	they	they	PRON
cana-2551	76	7	were	be	AUX
cana-2551	76	8	able	able	ADJ
cana-2551	76	9	to	to	PART
cana-2551	76	10	optimise	optimise	VERB
cana-2551	76	11	energy	energy	NOUN
cana-2551	76	12	flow	flow	NOUN
cana-2551	76	13	and	and	CCONJ
cana-2551	76	14	storage	storage	NOUN
cana-2551	76	15	utilisation	utilisation	NOUN
cana-2551	76	16	.	.	PUNCT
cana-2551	77	1	their	their	PRON
cana-2551	77	2	findings	finding	NOUN
cana-2551	77	3	illustrated	illustrate	VERB
cana-2551	77	4	how	how	SCONJ
cana-2551	77	5	dc	dc	PROPN
cana-2551	77	6	microgrid	microgrid	NOUN
cana-2551	77	7	efficiency	efficiency	NOUN
cana-2551	77	8	and	and	CCONJ
cana-2551	77	9	dependability	dependability	NOUN
cana-2551	77	10	may	may	AUX
cana-2551	77	11	be	be	AUX
cana-2551	77	12	enhanced	enhance	VERB
cana-2551	77	13	by	by	ADP
cana-2551	77	14	smart	smart	ADJ
cana-2551	77	15	energy	energy	NOUN
cana-2551	77	16	management	management	NOUN
cana-2551	77	17	,	,	PUNCT
cana-2551	77	18	which	which	PRON
cana-2551	77	19	effectively	effectively	ADV
cana-2551	77	20	coordinates	coordinate	VERB
cana-2551	77	21	energy	energy	NOUN
cana-2551	77	22	generated	generate	VERB
cana-2551	77	23	by	by	ADP
cana-2551	77	24	solar	solar	ADJ
cana-2551	77	25	panels	panel	NOUN
cana-2551	77	26	and	and	CCONJ
cana-2551	77	27	stored	store	VERB
cana-2551	77	28	in	in	ADP
cana-2551	77	29	batteries	battery	NOUN
cana-2551	77	30	and	and	CCONJ
cana-2551	77	31	supercapacitors	supercapacitor	NOUN
cana-2551	77	32	.	.	PUNCT
cana-2551	78	1	zhang	zhang	PROPN
cana-2551	78	2	and	and	CCONJ
cana-2551	78	3	sun	sun	PROPN
cana-2551	78	4	(	(	PUNCT
cana-2551	78	5	2023	2023	NUM
cana-2551	78	6	)	)	PUNCT
cana-2551	78	7	introduced	introduce	VERB
cana-2551	78	8	a	a	DET
cana-2551	78	9	multi	multi	ADJ
cana-2551	78	10	-	-	ADJ
cana-2551	78	11	objective	objective	ADJ
cana-2551	78	12	optimisation	optimisation	NOUN
cana-2551	78	13	technique	technique	NOUN
cana-2551	78	14	for	for	ADP
cana-2551	78	15	dc	dc	PROPN
cana-2551	78	16	microgrid	microgrid	PROPN
cana-2551	78	17	energy	energy	NOUN
cana-2551	78	18	management	management	NOUN
cana-2551	78	19	.	.	PUNCT
cana-2551	79	1	among	among	ADP
cana-2551	79	2	other	other	ADJ
cana-2551	79	3	simultaneous	simultaneous	ADJ
cana-2551	79	4	optimisation	optimisation	NOUN
cana-2551	79	5	targets	target	NOUN
cana-2551	79	6	,	,	PUNCT
cana-2551	79	7	their	their	PRON
cana-2551	79	8	ems	ems	PROPN
cana-2551	79	9	maximised	maximise	VERB
cana-2551	79	10	the	the	DET
cana-2551	79	11	usage	usage	NOUN
cana-2551	79	12	of	of	ADP
cana-2551	79	13	renewable	renewable	ADJ
cana-2551	79	14	energy	energy	NOUN
cana-2551	79	15	sources	source	NOUN
cana-2551	79	16	while	while	SCONJ
cana-2551	79	17	minimising	minimise	VERB
cana-2551	79	18	energy	energy	NOUN
cana-2551	79	19	losses	loss	NOUN
cana-2551	79	20	.	.	PUNCT
cana-2551	80	1	they	they	PRON
cana-2551	80	2	provided	provide	VERB
cana-2551	80	3	an	an	DET
cana-2551	80	4	illustration	illustration	NOUN
cana-2551	80	5	of	of	ADP
cana-2551	80	6	how	how	SCONJ
cana-2551	80	7	multiobjective	multiobjective	ADJ
cana-2551	80	8	optimisation	optimisation	NOUN
cana-2551	80	9	could	could	AUX
cana-2551	80	10	be	be	AUX
cana-2551	80	11	applied	apply	VERB
cana-2551	80	12	to	to	PART
cana-2551	80	13	improve	improve	VERB
cana-2551	80	14	the	the	DET
cana-2551	80	15	overall	overall	ADJ
cana-2551	80	16	performance	performance	NOUN
cana-2551	80	17	of	of	ADP
cana-2551	80	18	dc	dc	PROPN
cana-2551	80	19	microgrids	microgrid	NOUN
cana-2551	80	20	.	.	PUNCT
cana-2551	81	1	kumar	kumar	PROPN
cana-2551	81	2	and	and	CCONJ
cana-2551	81	3	singh	singh	PROPN
cana-2551	81	4	(	(	PUNCT
cana-2551	81	5	2023	2023	NUM
cana-2551	81	6	)	)	PUNCT
cana-2551	81	7	looked	look	VERB
cana-2551	81	8	into	into	ADP
cana-2551	81	9	the	the	DET
cana-2551	81	10	application	application	NOUN
cana-2551	81	11	of	of	ADP
cana-2551	81	12	artificial	artificial	ADJ
cana-2551	81	13	intelligence	intelligence	NOUN
cana-2551	81	14	and	and	CCONJ
cana-2551	81	15	machine	machine	NOUN
cana-2551	81	16	learning	learn	VERB
cana-2551	81	17	techniques	technique	NOUN
cana-2551	81	18	for	for	ADP
cana-2551	81	19	dc	dc	PROPN
cana-2551	81	20	microgrid	microgrid	PROPN
cana-2551	81	21	energy	energy	NOUN
cana-2551	81	22	management	management	NOUN
cana-2551	81	23	.	.	PUNCT
cana-2551	82	1	their	their	PRON
cana-2551	82	2	ems	ems	PROPN
cana-2551	82	3	used	use	VERB
cana-2551	82	4	ai	ai	VERB
cana-2551	82	5	and	and	CCONJ
cana-2551	82	6	ml	ml	ADP
cana-2551	82	7	algorithms	algorithm	NOUN
cana-2551	82	8	to	to	PART
cana-2551	82	9	optimise	optimise	VERB
cana-2551	82	10	energy	energy	NOUN
cana-2551	82	11	flow	flow	NOUN
cana-2551	82	12	and	and	CCONJ
cana-2551	82	13	storage	storage	NOUN
cana-2551	82	14	utilisation	utilisation	NOUN
cana-2551	82	15	.	.	PUNCT
cana-2551	83	1	they	they	PRON
cana-2551	83	2	focused	focus	VERB
cana-2551	83	3	on	on	ADP
cana-2551	83	4	how	how	SCONJ
cana-2551	83	5	ml	ml	ADV
cana-2551	83	6	and	and	CCONJ
cana-2551	83	7	ai	ai	AUX
cana-2551	83	8	could	could	AUX
cana-2551	83	9	increase	increase	VERB
cana-2551	83	10	the	the	DET
cana-2551	83	11	efficiency	efficiency	NOUN
cana-2551	83	12	and	and	CCONJ
cana-2551	83	13	dependability	dependability	NOUN
cana-2551	83	14	of	of	ADP
cana-2551	83	15	dc	dc	PROPN
cana-2551	83	16	microgrids	microgrid	NOUN
cana-2551	83	17	.	.	PUNCT
cana-2551	84	1	choi	choi	NOUN
cana-2551	84	2	and	and	CCONJ
cana-2551	84	3	park	park	NOUN
cana-2551	84	4	(	(	PUNCT
cana-2551	84	5	2023	2023	NUM
cana-2551	84	6	)	)	PUNCT
cana-2551	84	7	developed	develop	VERB
cana-2551	84	8	an	an	DET
cana-2551	84	9	ems	ems	PROPN
cana-2551	84	10	based	base	VERB
cana-2551	84	11	on	on	ADP
cana-2551	84	12	an	an	DET
cana-2551	84	13	adaptable	adaptable	ADJ
cana-2551	84	14	neural	neural	ADJ
cana-2551	84	15	network	network	NOUN
cana-2551	84	16	for	for	ADP
cana-2551	84	17	hybrid	hybrid	ADJ
cana-2551	84	18	energy	energy	NOUN
cana-2551	84	19	storage	storage	NOUN
cana-2551	84	20	systems	system	NOUN
cana-2551	84	21	in	in	ADP
cana-2551	84	22	dc	dc	PROPN
cana-2551	84	23	microgrids	microgrid	NOUN
cana-2551	84	24	.	.	PUNCT
cana-2551	85	1	their	their	PRON
cana-2551	85	2	neural	neural	ADJ
cana-2551	85	3	network	network	NOUN
cana-2551	85	4	was	be	AUX
cana-2551	85	5	able	able	ADJ
cana-2551	85	6	to	to	PART
cana-2551	85	7	optimise	optimise	VERB
cana-2551	85	8	the	the	DET
cana-2551	85	9	flow	flow	NOUN
cana-2551	85	10	of	of	ADP
cana-2551	85	11	energy	energy	NOUN
cana-2551	85	12	between	between	ADP
cana-2551	85	13	solar	solar	ADJ
cana-2551	85	14	panels	panel	NOUN
cana-2551	85	15	,	,	PUNCT
cana-2551	85	16	batteries	battery	NOUN
cana-2551	85	17	,	,	PUNCT
cana-2551	85	18	and	and	CCONJ
cana-2551	85	19	supercapacitors	supercapacitor	NOUN
cana-2551	85	20	by	by	ADP
cana-2551	85	21	adjusting	adjust	VERB
cana-2551	85	22	to	to	ADP
cana-2551	85	23	changing	change	VERB
cana-2551	85	24	energy	energy	NOUN
cana-2551	85	25	demand	demand	NOUN
cana-2551	85	26	and	and	CCONJ
cana-2551	85	27	generation	generation	NOUN
cana-2551	85	28	conditions	condition	NOUN
cana-2551	85	29	.	.	PUNCT
cana-2551	86	1	they	they	PRON
cana-2551	86	2	demonstrated	demonstrate	VERB
cana-2551	86	3	how	how	SCONJ
cana-2551	86	4	the	the	DET
cana-2551	86	5	adaptive	adaptive	ADJ
cana-2551	86	6	ems	ems	PROPN
cana-2551	86	7	improved	improve	VERB
cana-2551	86	8	the	the	DET
cana-2551	86	9	dc	dc	PROPN
cana-2551	86	10	microgrid	microgrid	PROPN
cana-2551	86	11	's	's	PART
cana-2551	86	12	efficiency	efficiency	NOUN
cana-2551	86	13	and	and	CCONJ
cana-2551	86	14	flexibility	flexibility	NOUN
cana-2551	86	15	.	.	PUNCT
cana-2551	87	1	rao	rao	PROPN
cana-2551	87	2	and	and	CCONJ
cana-2551	87	3	mishra	mishra	PROPN
cana-2551	87	4	(	(	PUNCT
cana-2551	87	5	2023	2023	NUM
cana-2551	87	6	)	)	PUNCT
cana-2551	87	7	suggested	suggest	VERB
cana-2551	87	8	an	an	DET
cana-2551	87	9	ai	ai	NOUN
cana-2551	87	10	-	-	PUNCT
cana-2551	87	11	optimized	optimize	VERB
cana-2551	87	12	ems	ems	PROPN
cana-2551	87	13	for	for	ADP
cana-2551	87	14	pv	pv	NOUN
cana-2551	87	15	-	-	PUNCT
cana-2551	87	16	battery	battery	NOUN
cana-2551	87	17	-	-	PUNCT
cana-2551	87	18	supercapacitor	supercapacitor	NOUN
cana-2551	87	19	systems	system	NOUN
cana-2551	87	20	in	in	ADP
cana-2551	87	21	dc	dc	PROPN
cana-2551	87	22	microgrids	microgrid	NOUN
cana-2551	87	23	.	.	PUNCT
cana-2551	88	1	their	their	PRON
cana-2551	88	2	ems	ems	PROPN
cana-2551	88	3	used	use	VERB
cana-2551	88	4	artificial	artificial	ADJ
cana-2551	88	5	intelligence	intelligence	NOUN
cana-2551	88	6	algorithms	algorithm	NOUN
cana-2551	88	7	to	to	PART
cana-2551	88	8	optimise	optimise	VERB
cana-2551	88	9	energy	energy	NOUN
cana-2551	88	10	flow	flow	NOUN
cana-2551	88	11	and	and	CCONJ
cana-2551	88	12	storage	storage	NOUN
cana-2551	88	13	effectiveness	effectiveness	NOUN
cana-2551	88	14	.	.	PUNCT
cana-2551	89	1	they	they	PRON
cana-2551	89	2	came	come	VERB
cana-2551	89	3	to	to	ADP
cana-2551	89	4	the	the	DET
cana-2551	89	5	conclusion	conclusion	NOUN
cana-2551	89	6	that	that	SCONJ
cana-2551	89	7	the	the	DET
cana-2551	89	8	ai	ai	NOUN
cana-2551	89	9	-	-	PUNCT
cana-2551	89	10	optimized	optimize	VERB
cana-2551	89	11	ems	ems	PROPN
cana-2551	89	12	significantly	significantly	ADV
cana-2551	89	13	improved	improve	VERB
cana-2551	89	14	the	the	DET
cana-2551	89	15	efficiency	efficiency	NOUN
cana-2551	89	16	and	and	CCONJ
cana-2551	89	17	dependability	dependability	NOUN
cana-2551	89	18	of	of	ADP
cana-2551	89	19	dc	dc	PROPN
cana-2551	89	20	microgrids	microgrid	NOUN
cana-2551	89	21	by	by	ADP
cana-2551	89	22	effectively	effectively	ADV
cana-2551	89	23	balancing	balance	VERB
cana-2551	89	24	energy	energy	NOUN
cana-2551	89	25	supply	supply	NOUN
cana-2551	89	26	and	and	CCONJ
cana-2551	89	27	demand	demand	NOUN
cana-2551	89	28	.	.	PUNCT
cana-2551	90	1	ii	ii	PROPN
cana-2551	90	2	.	.	PUNCT
cana-2551	90	3	system	system	NOUN
cana-2551	90	4	configuration	configuration	NOUN
cana-2551	90	5	and	and	CCONJ
cana-2551	90	6	methodology	methodology	NOUN
cana-2551	90	7	one	one	NUM
cana-2551	90	8	component	component	NOUN
cana-2551	90	9	of	of	ADP
cana-2551	90	10	the	the	DET
cana-2551	90	11	dc	dc	PROPN
cana-2551	90	12	microgrid	microgrid	PROPN
cana-2551	90	13	is	be	AUX
cana-2551	90	14	a	a	DET
cana-2551	90	15	photovoltaic	photovoltaic	NOUN
cana-2551	90	16	array	array	NOUN
cana-2551	90	17	that	that	PRON
cana-2551	90	18	uses	use	VERB
cana-2551	90	19	solar	solar	ADJ
cana-2551	90	20	energy	energy	NOUN
cana-2551	90	21	to	to	PART
cana-2551	90	22	generate	generate	VERB
cana-2551	90	23	power	power	NOUN
cana-2551	90	24	for	for	ADP
cana-2551	90	25	the	the	DET
cana-2551	90	26	load	load	NOUN
cana-2551	90	27	.	.	PUNCT
cana-2551	91	1	an	an	DET
cana-2551	91	2	energy	energy	NOUN
cana-2551	91	3	storage	storage	NOUN
cana-2551	91	4	system	system	NOUN
cana-2551	91	5	made	make	VERB
cana-2551	91	6	up	up	ADP
cana-2551	91	7	of	of	ADP
cana-2551	91	8	batteries	battery	NOUN
cana-2551	91	9	and	and	CCONJ
cana-2551	91	10	supercapacitors	supercapacitor	NOUN
cana-2551	91	11	has	have	AUX
cana-2551	91	12	been	be	AUX
cana-2551	91	13	implemented	implement	VERB
cana-2551	91	14	communications	communication	NOUN
cana-2551	91	15	on	on	ADP
cana-2551	91	16	applied	apply	VERB
cana-2551	91	17	nonlinear	nonlinear	ADJ
cana-2551	91	18	analysis	analysis	NOUN
cana-2551	91	19	issn	issn	NOUN
cana-2551	91	20	:	:	PUNCT
cana-2551	91	21	1074	1074	NUM
cana-2551	91	22	-	-	PUNCT
cana-2551	91	23	133x	133x	NUM
cana-2551	91	24	vol	vol	NOUN
cana-2551	91	25	32	32	NUM
cana-2551	91	26	no	no	NOUN
cana-2551	91	27	.	.	PUNCT
cana-2551	92	1	3s	3s	NUM
cana-2551	92	2	(	(	PUNCT
cana-2551	92	3	2025	2025	NUM
cana-2551	92	4	)	)	PUNCT
cana-2551	92	5	81	81	NUM
cana-2551	92	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	92	7	to	to	PART
cana-2551	92	8	improve	improve	VERB
cana-2551	92	9	control	control	NOUN
cana-2551	92	10	over	over	ADP
cana-2551	92	11	these	these	DET
cana-2551	92	12	renewable	renewable	ADJ
cana-2551	92	13	energy	energy	NOUN
cana-2551	92	14	sources	source	NOUN
cana-2551	92	15	and	and	CCONJ
cana-2551	92	16	solve	solve	VERB
cana-2551	92	17	the	the	DET
cana-2551	92	18	issue	issue	NOUN
cana-2551	92	19	of	of	ADP
cana-2551	92	20	inconsistent	inconsistent	ADJ
cana-2551	92	21	power	power	NOUN
cana-2551	92	22	supplies	supply	NOUN
cana-2551	92	23	.	.	PUNCT
cana-2551	93	1	furthermore	furthermore	ADV
cana-2551	93	2	,	,	PUNCT
cana-2551	93	3	the	the	DET
cana-2551	93	4	architecture	architecture	NOUN
cana-2551	93	5	makes	make	VERB
cana-2551	93	6	it	it	PRON
cana-2551	93	7	easier	easy	ADJ
cana-2551	93	8	to	to	PART
cana-2551	93	9	connect	connect	VERB
cana-2551	93	10	dc	dc	PROPN
cana-2551	93	11	loads	load	NOUN
cana-2551	93	12	,	,	PUNCT
cana-2551	93	13	which	which	PRON
cana-2551	93	14	is	be	AUX
cana-2551	93	15	accomplished	accomplish	VERB
cana-2551	93	16	by	by	ADP
cana-2551	93	17	utilizing	utilize	VERB
cana-2551	93	18	a	a	DET
cana-2551	93	19	buck	buck	NOUN
cana-2551	93	20	converter	converter	NOUN
cana-2551	93	21	.	.	PUNCT
cana-2551	94	1	the	the	DET
cana-2551	94	2	complete	complete	ADJ
cana-2551	94	3	setup	setup	NOUN
cana-2551	94	4	of	of	ADP
cana-2551	94	5	the	the	DET
cana-2551	94	6	pv	pv	NOUN
cana-2551	94	7	-	-	PUNCT
cana-2551	94	8	battery	battery	NOUN
cana-2551	94	9	-	-	PUNCT
cana-2551	94	10	supercapacitor	supercapacitor	NOUN
cana-2551	94	11	based	base	VERB
cana-2551	94	12	dc	dc	PROPN
cana-2551	94	13	microgrid	microgrid	PROPN
cana-2551	94	14	is	be	AUX
cana-2551	94	15	shown	show	VERB
cana-2551	94	16	in	in	ADP
cana-2551	94	17	figure	figure	NOUN
cana-2551	94	18	1	1	NUM
cana-2551	94	19	.	.	PUNCT
cana-2551	94	20	a.	a.	NOUN
cana-2551	94	21	pv	pv	PROPN
cana-2551	95	1	(	(	PUNCT
cana-2551	95	2	photovoltaics	photovoltaic	NOUN
cana-2551	95	3	)	)	PUNCT
cana-2551	95	4	about	about	ADV
cana-2551	95	5	245	245	NUM
cana-2551	95	6	v	v	NOUN
cana-2551	95	7	is	be	AUX
cana-2551	95	8	the	the	DET
cana-2551	95	9	output	output	NOUN
cana-2551	95	10	voltage	voltage	NOUN
cana-2551	95	11	that	that	PRON
cana-2551	95	12	the	the	DET
cana-2551	95	13	pv	pv	NOUN
cana-2551	95	14	array	array	NOUN
cana-2551	95	15	generates	generate	VERB
cana-2551	95	16	with	with	ADP
cana-2551	95	17	a	a	DET
cana-2551	95	18	2	2	NUM
cana-2551	95	19	kw	kw	NOUN
cana-2551	95	20	pv	pv	NOUN
cana-2551	95	21	power	power	NOUN
cana-2551	95	22	rating	rating	NOUN
cana-2551	95	23	.	.	PUNCT
cana-2551	96	1	therefore	therefore	ADV
cana-2551	96	2	,	,	PUNCT
cana-2551	96	3	in	in	ADP
cana-2551	96	4	order	order	NOUN
cana-2551	96	5	to	to	PART
cana-2551	96	6	connect	connect	VERB
cana-2551	96	7	the	the	DET
cana-2551	96	8	pv	pv	NOUN
cana-2551	96	9	system	system	NOUN
cana-2551	96	10	to	to	ADP
cana-2551	96	11	the	the	DET
cana-2551	96	12	dc	dc	PROPN
cana-2551	96	13	bus	bus	NOUN
cana-2551	96	14	,	,	PUNCT
cana-2551	96	15	a	a	DET
cana-2551	96	16	step	step	NOUN
cana-2551	96	17	-	-	PUNCT
cana-2551	96	18	up	up	ADP
cana-2551	96	19	converter	converter	NOUN
cana-2551	96	20	is	be	AUX
cana-2551	96	21	needed	need	VERB
cana-2551	96	22	.	.	PUNCT
cana-2551	97	1	among	among	ADP
cana-2551	97	2	other	other	ADJ
cana-2551	97	3	components	component	NOUN
cana-2551	97	4	,	,	PUNCT
cana-2551	97	5	the	the	DET
cana-2551	97	6	system	system	NOUN
cana-2551	97	7	consists	consist	VERB
cana-2551	97	8	of	of	ADP
cana-2551	97	9	a	a	DET
cana-2551	97	10	diode	diode	NOUN
cana-2551	97	11	,	,	PUNCT
cana-2551	97	12	regulated	regulated	ADJ
cana-2551	97	13	current	current	ADJ
cana-2551	97	14	source	source	NOUN
cana-2551	97	15	,	,	PUNCT
cana-2551	97	16	series	series	NOUN
cana-2551	97	17	resistor	resistor	NOUN
cana-2551	97	18	,	,	PUNCT
cana-2551	97	19	and	and	CCONJ
cana-2551	97	20	parallel	parallel	ADJ
cana-2551	97	21	resistor	resistor	NOUN
cana-2551	97	22	.	.	PUNCT
cana-2551	98	1	the	the	DET
cana-2551	98	2	input	input	NOUN
cana-2551	98	3	parameters	parameter	NOUN
cana-2551	98	4	are	be	AUX
cana-2551	98	5	temperature	temperature	NOUN
cana-2551	98	6	and	and	CCONJ
cana-2551	98	7	irradiance	irradiance	NOUN
cana-2551	98	8	,	,	PUNCT
cana-2551	98	9	whereas	whereas	SCONJ
cana-2551	98	10	figure	figure	NOUN
cana-2551	98	11	1	1	NUM
cana-2551	98	12	.	.	PUNCT
cana-2551	98	13	configuration	configuration	NOUN
cana-2551	98	14	of	of	ADP
cana-2551	98	15	(	(	PUNCT
cana-2551	98	16	a	a	X
cana-2551	98	17	)	)	PUNCT
cana-2551	98	18	pv	pv	NOUN
cana-2551	98	19	,	,	PUNCT
cana-2551	98	20	(	(	PUNCT
cana-2551	98	21	b	b	NOUN
cana-2551	98	22	)	)	PUNCT
cana-2551	98	23	battery	battery	NOUN
cana-2551	98	24	,	,	PUNCT
cana-2551	98	25	&	&	CCONJ
cana-2551	98	26	(	(	PUNCT
cana-2551	98	27	c	c	NOUN
cana-2551	98	28	)	)	PUNCT
cana-2551	98	29	supercapacitor	supercapacitor	NOUN
cana-2551	98	30	-	-	PUNCT
cana-2551	98	31	based	base	VERB
cana-2551	98	32	dc	dc	PROPN
cana-2551	98	33	microgrid	microgrid	PROPN
cana-2551	98	34	.	.	PUNCT
cana-2551	99	1	the	the	DET
cana-2551	99	2	output	output	NOUN
cana-2551	99	3	parameters	parameter	NOUN
cana-2551	99	4	are	be	AUX
cana-2551	99	5	voltage	voltage	NOUN
cana-2551	99	6	and	and	CCONJ
cana-2551	99	7	current	current	ADJ
cana-2551	99	8	.	.	PUNCT
cana-2551	100	1	equations	equation	NOUN
cana-2551	100	2	(	(	PUNCT
cana-2551	100	3	1	1	X
cana-2551	100	4	)	)	PUNCT
cana-2551	100	5	provide	provide	VERB
cana-2551	100	6	the	the	DET
cana-2551	100	7	output	output	NOUN
cana-2551	100	8	current	current	ADJ
cana-2551	100	9	calculations	calculation	NOUN
cana-2551	100	10	.	.	PUNCT
cana-2551	101	1	𝐼𝑝𝑣	𝐼𝑝𝑣	PROPN
cana-2551	101	2	=	=	SYM
cana-2551	101	3	𝐼𝐿	𝐼𝐿	PROPN
cana-2551	101	4	−	−	PROPN
cana-2551	101	5	𝐼𝑠𝑎𝑡	𝐼𝑠𝑎𝑡	PROPN
cana-2551	101	6	(	(	PUNCT
cana-2551	101	7	𝑒	𝑒	PROPN
cana-2551	101	8	𝑞	𝑞	X
cana-2551	101	9	(	(	PUNCT
cana-2551	101	10	𝑉𝑝𝑣+𝐼𝑝𝑣	𝑉𝑝𝑣+𝐼𝑝𝑣	ADV
cana-2551	101	11	𝑅𝑠	𝑅𝑠	PROPN
cana-2551	101	12	)	)	PUNCT
cana-2551	101	13	𝑁𝑘𝑇𝑝𝑣	𝑁𝑘𝑇𝑝𝑣	PROPN
cana-2551	101	14	−	−	NOUN
cana-2551	101	15	1	1	NUM
cana-2551	101	16	)	)	PUNCT
cana-2551	101	17	−	−	PROPN
cana-2551	101	18	(	(	PUNCT
cana-2551	101	19	𝑉𝑝𝑣	𝑉𝑝𝑣	PROPN
cana-2551	101	20	+	+	CCONJ
cana-2551	101	21	𝐼𝑝𝑣	𝐼𝑝𝑣	PROPN
cana-2551	101	22	𝑅𝑠	𝑅𝑠	PROPN
cana-2551	101	23	)	)	PUNCT
cana-2551	101	24	𝑅𝑠ℎ	𝑅𝑠ℎ	VERB
cana-2551	101	25	while	while	SCONJ
cana-2551	101	26	the	the	DET
cana-2551	101	27	actual	actual	ADJ
cana-2551	101	28	sun	sun	NOUN
cana-2551	101	29	induced	induce	VERB
cana-2551	101	30	current	current	NOUN
cana-2551	101	31	is	be	AUX
cana-2551	101	32	given	give	VERB
cana-2551	101	33	as	as	ADP
cana-2551	101	34	il	il	PROPN
cana-2551	101	35	,	,	PUNCT
cana-2551	101	36	the	the	DET
cana-2551	101	37	solar	solar	ADJ
cana-2551	101	38	induced	induce	VERB
cana-2551	101	39	current	current	NOUN
cana-2551	101	40	under	under	ADP
cana-2551	101	41	standard	standard	ADJ
cana-2551	101	42	test	test	NOUN
cana-2551	101	43	conditions	condition	NOUN
cana-2551	101	44	(	(	PUNCT
cana-2551	101	45	stc	stc	NOUN
cana-2551	101	46	)	)	PUNCT
cana-2551	101	47	is	be	AUX
cana-2551	101	48	represented	represent	VERB
cana-2551	101	49	as	as	ADP
cana-2551	101	50	il0	il0	NOUN
cana-2551	101	51	.	.	PUNCT
cana-2551	102	1	isat	isat	PROPN
cana-2551	102	2	,	,	PUNCT
cana-2551	102	3	n	n	PRON
cana-2551	102	4	represents	represent	VERB
cana-2551	102	5	the	the	DET
cana-2551	102	6	nominal	nominal	ADJ
cana-2551	102	7	saturation	saturation	NOUN
cana-2551	102	8	current	current	ADJ
cana-2551	102	9	and	and	CCONJ
cana-2551	102	10	isat	isat	VERB
cana-2551	102	11	the	the	DET
cana-2551	102	12	saturation	saturation	NOUN
cana-2551	102	13	diode	diode	NOUN
cana-2551	102	14	current	current	ADJ
cana-2551	102	15	in	in	ADP
cana-2551	102	16	stc	stc	NOUN
cana-2551	102	17	conditions	condition	NOUN
cana-2551	102	18	.	.	PUNCT
cana-2551	103	1	the	the	DET
cana-2551	103	2	letter	letter	NOUN
cana-2551	103	3	q	q	PROPN
cana-2551	103	4	stands	stand	VERB
cana-2551	103	5	for	for	ADP
cana-2551	103	6	the	the	DET
cana-2551	103	7	fundamental	fundamental	ADJ
cana-2551	103	8	charge	charge	NOUN
cana-2551	103	9	of	of	ADP
cana-2551	103	10	each	each	DET
cana-2551	103	11	electron	electron	NOUN
cana-2551	103	12	,	,	PUNCT
cana-2551	103	13	and	and	CCONJ
cana-2551	103	14	the	the	DET
cana-2551	103	15	letter	letter	NOUN
cana-2551	103	16	k	k	PROPN
cana-2551	103	17	stands	stand	VERB
cana-2551	103	18	for	for	SCONJ
cana-2551	103	19	the	the	DET
cana-2551	103	20	boltzmann	boltzmann	PROPN
cana-2551	103	21	constant	constant	PROPN
cana-2551	103	22	.	.	PUNCT
cana-2551	104	1	apart	apart	ADV
cana-2551	104	2	from	from	ADP
cana-2551	104	3	series	series	NOUN
cana-2551	104	4	and	and	CCONJ
cana-2551	104	5	parallel	parallel	ADJ
cana-2551	104	6	resistance	resistance	NOUN
cana-2551	104	7	,	,	PUNCT
cana-2551	104	8	denoted	denote	VERB
cana-2551	104	9	by	by	ADP
cana-2551	104	10	rs	r	NOUN
cana-2551	104	11	and	and	CCONJ
cana-2551	104	12	rsh	rsh	ADJ
cana-2551	104	13	,	,	PUNCT
cana-2551	104	14	respectively	respectively	ADV
cana-2551	104	15	,	,	PUNCT
cana-2551	104	16	k0	k0	PROPN
cana-2551	104	17	is	be	AUX
cana-2551	104	18	a	a	DET
cana-2551	104	19	constant	constant	ADJ
cana-2551	104	20	thermal	thermal	ADJ
cana-2551	104	21	constant	constant	NOUN
cana-2551	104	22	that	that	PRON
cana-2551	104	23	is	be	AUX
cana-2551	104	24	contingent	contingent	ADJ
cana-2551	104	25	upon	upon	SCONJ
cana-2551	104	26	the	the	DET
cana-2551	104	27	pv	pv	NOUN
cana-2551	104	28	characteristic	characteristic	NOUN
cana-2551	104	29	.	.	PUNCT
cana-2551	105	1	gn	gn	INTJ
cana-2551	105	2	and	and	CCONJ
cana-2551	105	3	g	g	PROPN
cana-2551	105	4	stand	stand	VERB
cana-2551	105	5	for	for	ADP
cana-2551	105	6	the	the	DET
cana-2551	105	7	normal	normal	ADJ
cana-2551	105	8	and	and	CCONJ
cana-2551	105	9	standard	standard	ADJ
cana-2551	105	10	irradiation	irradiation	NOUN
cana-2551	105	11	(	(	PUNCT
cana-2551	105	12	1000	1000	NUM
cana-2551	105	13	w	w	NOUN
cana-2551	105	14	/	/	SYM
cana-2551	105	15	m2	m2	PROPN
cana-2551	105	16	)	)	PUNCT
cana-2551	105	17	on	on	ADP
cana-2551	105	18	the	the	DET
cana-2551	105	19	device	device	NOUN
cana-2551	105	20	surface	surface	NOUN
cana-2551	105	21	,	,	PUNCT
cana-2551	105	22	whereas	whereas	SCONJ
cana-2551	105	23	tn	tn	PROPN
cana-2551	105	24	and	and	CCONJ
cana-2551	105	25	t	t	PROPN
cana-2551	105	26	stand	stand	VERB
cana-2551	105	27	for	for	ADP
cana-2551	105	28	the	the	DET
cana-2551	105	29	normal	normal	ADJ
cana-2551	105	30	and	and	CCONJ
cana-2551	105	31	operating	operate	VERB
cana-2551	105	32	temperature	temperature	NOUN
cana-2551	105	33	(	(	PUNCT
cana-2551	105	34	25	25	NUM
cana-2551	105	35	◦	◦	NOUN
cana-2551	105	36	c	c	NOUN
cana-2551	105	37	)	)	PUNCT
cana-2551	105	38	of	of	ADP
cana-2551	105	39	the	the	DET
cana-2551	105	40	pv	pv	NOUN
cana-2551	105	41	.	.	PUNCT
cana-2551	106	1	an	an	PRON
cana-2551	106	2	represents	represent	VERB
cana-2551	106	3	the	the	DET
cana-2551	106	4	ideal	ideal	ADJ
cana-2551	106	5	constant	constant	ADJ
cana-2551	106	6	of	of	ADP
cana-2551	106	7	a	a	DET
cana-2551	106	8	diode	diode	NOUN
cana-2551	106	9	.	.	PUNCT
cana-2551	107	1	an	an	PRON
cana-2551	107	2	represents	represent	VERB
cana-2551	107	3	the	the	DET
cana-2551	107	4	diode	diode	NOUN
cana-2551	107	5	ideal	ideal	NOUN
cana-2551	107	6	constant	constant	ADJ
cana-2551	107	7	,	,	PUNCT
cana-2551	107	8	and	and	CCONJ
cana-2551	107	9	eg	eg	NOUN
cana-2551	107	10	is	be	AUX
cana-2551	107	11	the	the	DET
cana-2551	107	12	bandgap	bandgap	ADJ
cana-2551	107	13	energy	energy	NOUN
cana-2551	107	14	of	of	ADP
cana-2551	107	15	the	the	DET
cana-2551	107	16	semiconductor	semiconductor	NOUN
cana-2551	107	17	.	.	PUNCT
cana-2551	108	1	the	the	DET
cana-2551	108	2	pv	pv	PROPN
cana-2551	108	3	array	array	NOUN
cana-2551	108	4	is	be	AUX
cana-2551	108	5	coupled	couple	VERB
cana-2551	108	6	to	to	ADP
cana-2551	108	7	the	the	DET
cana-2551	108	8	dc	dc	PROPN
cana-2551	108	9	bus	bus	NOUN
cana-2551	108	10	via	via	ADP
cana-2551	108	11	a	a	DET
cana-2551	108	12	dc	dc	PROPN
cana-2551	108	13	-	-	PUNCT
cana-2551	108	14	dc	dc	PROPN
cana-2551	108	15	boost	boost	NOUN
cana-2551	108	16	converter	converter	NOUN
cana-2551	108	17	that	that	PRON
cana-2551	108	18	is	be	AUX
cana-2551	108	19	managed	manage	VERB
cana-2551	108	20	by	by	ADP
cana-2551	108	21	an	an	DET
cana-2551	108	22	incremental	incremental	ADJ
cana-2551	108	23	conductance	conductance	NOUN
cana-2551	108	24	mppt	mppt	NOUN
cana-2551	108	25	algorithm	algorithm	PROPN
cana-2551	108	26	.	.	PUNCT
cana-2551	109	1	this	this	DET
cana-2551	109	2	approach	approach	NOUN
cana-2551	109	3	uses	use	VERB
cana-2551	109	4	the	the	DET
cana-2551	109	5	current	current	ADJ
cana-2551	109	6	-	-	PUNCT
cana-2551	109	7	voltage	voltage	NOUN
cana-2551	109	8	characteristics	characteristic	NOUN
cana-2551	109	9	of	of	ADP
cana-2551	109	10	the	the	DET
cana-2551	109	11	pv	pv	NOUN
cana-2551	109	12	array	array	NOUN
cana-2551	109	13	to	to	PART
cana-2551	109	14	adjust	adjust	VERB
cana-2551	109	15	the	the	DET
cana-2551	109	16	duty	duty	NOUN
cana-2551	109	17	cycle	cycle	NOUN
cana-2551	109	18	of	of	ADP
cana-2551	109	19	the	the	DET
cana-2551	109	20	dc	dc	PROPN
cana-2551	109	21	-	-	PUNCT
cana-2551	109	22	dc	dc	PROPN
cana-2551	109	23	boost	boost	NOUN
cana-2551	109	24	converter	converter	NOUN
cana-2551	109	25	in	in	ADP
cana-2551	109	26	order	order	NOUN
cana-2551	109	27	to	to	PART
cana-2551	109	28	maximise	maximise	VERB
cana-2551	109	29	power	power	NOUN
cana-2551	109	30	extraction	extraction	NOUN
cana-2551	109	31	.	.	PUNCT
cana-2551	110	1	a	a	DET
cana-2551	110	2	pulse	pulse	NOUN
cana-2551	110	3	width	width	ADJ
cana-2551	110	4	modulation	modulation	NOUN
cana-2551	110	5	generator	generator	NOUN
cana-2551	110	6	processes	process	VERB
cana-2551	110	7	the	the	DET
cana-2551	110	8	duty	duty	NOUN
cana-2551	110	9	cycle	cycle	NOUN
cana-2551	110	10	,	,	PUNCT
cana-2551	110	11	which	which	PRON
cana-2551	110	12	is	be	AUX
cana-2551	110	13	generated	generate	VERB
cana-2551	110	14	by	by	ADP
cana-2551	110	15	the	the	DET
cana-2551	110	16	mppt	mppt	PROPN
cana-2551	110	17	algorithm	algorithm	PROPN
cana-2551	110	18	,	,	PUNCT
cana-2551	110	19	to	to	PART
cana-2551	110	20	create	create	VERB
cana-2551	110	21	pulses	pulse	NOUN
cana-2551	110	22	that	that	PRON
cana-2551	110	23	drive	drive	VERB
cana-2551	110	24	the	the	DET
cana-2551	110	25	boost	boost	NOUN
cana-2551	110	26	converter	converter	NOUN
cana-2551	110	27	.	.	PUNCT
cana-2551	111	1	optimising	optimise	VERB
cana-2551	111	2	the	the	DET
cana-2551	111	3	pv	pv	PROPN
cana-2551	111	4	array	array	NOUN
cana-2551	111	5	's	's	PART
cana-2551	111	6	power	power	NOUN
cana-2551	111	7	extraction	extraction	NOUN
cana-2551	111	8	involves	involve	VERB
cana-2551	111	9	increasing	increase	VERB
cana-2551	111	10	the	the	DET
cana-2551	111	11	voltage	voltage	NOUN
cana-2551	111	12	from	from	ADP
cana-2551	111	13	245	245	NUM
cana-2551	111	14	v	v	NOUN
cana-2551	111	15	to	to	ADP
cana-2551	111	16	400	400	NUM
cana-2551	111	17	v.	v.	ADP
cana-2551	111	18	the	the	DET
cana-2551	111	19	differential	differential	ADJ
cana-2551	111	20	form	form	NOUN
cana-2551	111	21	equations	equation	NOUN
cana-2551	111	22	for	for	ADP
cana-2551	111	23	the	the	DET
cana-2551	111	24	voltage	voltage	NOUN
cana-2551	111	25	communications	communication	NOUN
cana-2551	111	26	on	on	ADP
cana-2551	111	27	applied	apply	VERB
cana-2551	111	28	nonlinear	nonlinear	ADJ
cana-2551	111	29	analysis	analysis	NOUN
cana-2551	111	30	issn	issn	NOUN
cana-2551	111	31	:	:	PUNCT
cana-2551	111	32	1074	1074	NUM
cana-2551	111	33	-	-	PUNCT
cana-2551	111	34	133x	133x	NUM
cana-2551	111	35	vol	vol	NOUN
cana-2551	111	36	32	32	NUM
cana-2551	111	37	no	no	NOUN
cana-2551	111	38	.	.	PUNCT
cana-2551	112	1	3s	3s	NUM
cana-2551	112	2	(	(	PUNCT
cana-2551	112	3	2025	2025	NUM
cana-2551	112	4	)	)	PUNCT
cana-2551	112	5	82	82	NUM
cana-2551	112	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	112	7	and	and	CCONJ
cana-2551	112	8	current	current	NOUN
cana-2551	112	9	of	of	ADP
cana-2551	112	10	the	the	DET
cana-2551	112	11	inductor	inductor	NOUN
cana-2551	112	12	and	and	CCONJ
cana-2551	112	13	capacitor	capacitor	NOUN
cana-2551	112	14	in	in	ADP
cana-2551	112	15	the	the	DET
cana-2551	112	16	dc	dc	PROPN
cana-2551	112	17	/	/	SYM
cana-2551	112	18	dc	dc	PROPN
cana-2551	112	19	boost	boost	NOUN
cana-2551	112	20	equations	equation	NOUN
cana-2551	112	21	are	be	AUX
cana-2551	112	22	given	give	VERB
cana-2551	112	23	in	in	ADP
cana-2551	112	24	equation	equation	NOUN
cana-2551	112	25	(	(	PUNCT
cana-2551	112	26	4	4	NUM
cana-2551	112	27	)	)	PUNCT
cana-2551	112	28	,	,	PUNCT
cana-2551	112	29	which	which	PRON
cana-2551	112	30	suggests	suggest	VERB
cana-2551	112	31	that	that	SCONJ
cana-2551	112	32	these	these	DET
cana-2551	112	33	equations	equation	NOUN
cana-2551	112	34	can	can	AUX
cana-2551	112	35	be	be	AUX
cana-2551	112	36	written	write	VERB
cana-2551	112	37	as	as	SCONJ
cana-2551	112	38	follows	follow	VERB
cana-2551	112	39	:	:	PUNCT
cana-2551	112	40	𝐿1	𝐿1	PROPN
cana-2551	112	41	𝑑𝐼𝐿1	𝑑𝐼𝐿1	NOUN
cana-2551	112	42	𝑑𝑡	𝑑𝑡	ADP
cana-2551	112	43	=	=	SYM
cana-2551	112	44	⋃𝑝𝑣	⋃𝑝𝑣	NOUN
cana-2551	112	45	−	−	PROPN
cana-2551	112	46	(	(	PUNCT
cana-2551	112	47	1	1	NUM
cana-2551	112	48	−	−	PROPN
cana-2551	112	49	𝛼1)𝑈𝐵𝑢𝑆	𝛼1)𝑈𝐵𝑢𝑆	NUM
cana-2551	112	50	𝐶2	𝐶2	INTJ
cana-2551	112	51	𝑑𝑉𝐶2	𝑑𝑉𝐶2	NOUN
cana-2551	112	52	𝑑𝑡	𝑑𝑡	ADP
cana-2551	112	53	=	=	SYM
cana-2551	112	54	(	(	PUNCT
cana-2551	112	55	1	1	NUM
cana-2551	112	56	−	−	PROPN
cana-2551	112	57	𝛼1	𝛼1	NOUN
cana-2551	112	58	)	)	PUNCT
cana-2551	112	59	𝐼𝐿1	𝐼𝐿1	PROPN
cana-2551	112	60	−	−	PROPN
cana-2551	112	61	𝐼01	𝐼01	PROPN
cana-2551	112	62	where	where	SCONJ
cana-2551	112	63	α1	α1	PROPN
cana-2551	112	64	represents	represent	VERB
cana-2551	112	65	the	the	DET
cana-2551	112	66	switch	switch	NOUN
cana-2551	112	67	's	's	PART
cana-2551	112	68	duty	duty	NOUN
cana-2551	112	69	cycle	cycle	NOUN
cana-2551	112	70	and	and	CCONJ
cana-2551	112	71	upv	upv	PROPN
cana-2551	112	72	stands	stand	VERB
cana-2551	112	73	for	for	ADP
cana-2551	112	74	the	the	DET
cana-2551	112	75	pv	pv	NOUN
cana-2551	112	76	voltage	voltage	NOUN
cana-2551	112	77	's	's	PART
cana-2551	112	78	typical	typical	ADJ
cana-2551	112	79	values	value	NOUN
cana-2551	112	80	.	.	PUNCT
cana-2551	113	1	the	the	DET
cana-2551	113	2	current	current	ADJ
cana-2551	113	3	passing	pass	VERB
cana-2551	113	4	through	through	ADP
cana-2551	113	5	the	the	DET
cana-2551	113	6	inductor	inductor	NOUN
cana-2551	113	7	(	(	PUNCT
cana-2551	113	8	l1	l1	PROPN
cana-2551	113	9	)	)	PUNCT
cana-2551	113	10	is	be	AUX
cana-2551	113	11	represented	represent	VERB
cana-2551	113	12	by	by	ADP
cana-2551	113	13	il1	il1	PROPN
cana-2551	113	14	,	,	PUNCT
cana-2551	113	15	whilst	whilst	SCONJ
cana-2551	113	16	the	the	DET
cana-2551	113	17	current	current	ADJ
cana-2551	113	18	exiting	exit	VERB
cana-2551	113	19	the	the	DET
cana-2551	113	20	circuit	circuit	NOUN
cana-2551	113	21	is	be	AUX
cana-2551	113	22	represented	represent	VERB
cana-2551	113	23	by	by	ADP
cana-2551	113	24	io1	io1	PROPN
cana-2551	113	25	.	.	PUNCT
cana-2551	114	1	the	the	DET
cana-2551	114	2	pv	pv	PROPN
cana-2551	114	3	system	system	NOUN
cana-2551	114	4	's	's	PART
cana-2551	114	5	flowchart	flowchart	NOUN
cana-2551	114	6	and	and	CCONJ
cana-2551	114	7	control	control	PROPN
cana-2551	114	8	logic	logic	NOUN
cana-2551	114	9	are	be	AUX
cana-2551	114	10	shown	show	VERB
cana-2551	114	11	in	in	ADP
cana-2551	114	12	fig	fig	NOUN
cana-2551	114	13	.	.	PUNCT
cana-2551	115	1	2	2	X
cana-2551	115	2	.	.	X
cana-2551	115	3	integrating	integrate	VERB
cana-2551	115	4	energy	energy	NOUN
cana-2551	115	5	storage	storage	NOUN
cana-2551	115	6	into	into	ADP
cana-2551	115	7	systems	system	NOUN
cana-2551	115	8	is	be	AUX
cana-2551	115	9	an	an	DET
cana-2551	115	10	interesting	interesting	ADJ
cana-2551	115	11	way	way	NOUN
cana-2551	115	12	to	to	PART
cana-2551	115	13	address	address	VERB
cana-2551	115	14	the	the	DET
cana-2551	115	15	intermittent	intermittent	ADJ
cana-2551	115	16	nature	nature	NOUN
cana-2551	115	17	of	of	ADP
cana-2551	115	18	renewable	renewable	ADJ
cana-2551	115	19	energy	energy	NOUN
cana-2551	115	20	sources	source	NOUN
cana-2551	115	21	.	.	PUNCT
cana-2551	116	1	of	of	ADP
cana-2551	116	2	the	the	DET
cana-2551	116	3	several	several	ADJ
cana-2551	116	4	storage	storage	NOUN
cana-2551	116	5	technologies	technology	NOUN
cana-2551	116	6	being	be	AUX
cana-2551	116	7	researched	research	VERB
cana-2551	116	8	,	,	PUNCT
cana-2551	116	9	li	li	PROPN
cana-2551	116	10	-	-	PUNCT
cana-2551	116	11	ion	ion	NOUN
cana-2551	116	12	batteries	battery	NOUN
cana-2551	116	13	are	be	AUX
cana-2551	116	14	thought	think	VERB
cana-2551	116	15	to	to	PART
cana-2551	116	16	be	be	AUX
cana-2551	116	17	a	a	DET
cana-2551	116	18	possible	possible	ADJ
cana-2551	116	19	substitute	substitute	NOUN
cana-2551	116	20	due	due	ADP
cana-2551	116	21	to	to	ADP
cana-2551	116	22	their	their	PRON
cana-2551	116	23	many	many	ADJ
cana-2551	116	24	benefits	benefit	NOUN
cana-2551	116	25	,	,	PUNCT
cana-2551	116	26	which	which	PRON
cana-2551	116	27	include	include	VERB
cana-2551	116	28	deep	deep	ADJ
cana-2551	116	29	discharge	discharge	NOUN
cana-2551	116	30	capabilities	capability	NOUN
cana-2551	116	31	,	,	PUNCT
cana-2551	116	32	maximum	maximum	ADJ
cana-2551	116	33	efficiency	efficiency	NOUN
cana-2551	116	34	,	,	PUNCT
cana-2551	116	35	long	long	ADJ
cana-2551	116	36	cycle	cycle	NOUN
cana-2551	116	37	life	life	NOUN
cana-2551	116	38	,	,	PUNCT
cana-2551	116	39	and	and	CCONJ
cana-2551	116	40	fast	fast	ADJ
cana-2551	116	41	charging	charging	NOUN
cana-2551	116	42	.	.	PUNCT
cana-2551	117	1	thus	thus	ADV
cana-2551	117	2	,	,	PUNCT
cana-2551	117	3	these	these	DET
cana-2551	117	4	characteristics	characteristic	NOUN
cana-2551	117	5	of	of	ADP
cana-2551	117	6	lithium	lithium	NOUN
cana-2551	117	7	-	-	PUNCT
cana-2551	117	8	ion	ion	NOUN
cana-2551	117	9	batteries	battery	NOUN
cana-2551	117	10	are	be	AUX
cana-2551	117	11	used	use	VERB
cana-2551	117	12	in	in	ADP
cana-2551	117	13	our	our	PRON
cana-2551	117	14	study	study	NOUN
cana-2551	117	15	.	.	PUNCT
cana-2551	118	1	a	a	DET
cana-2551	118	2	suitable	suitable	ADJ
cana-2551	118	3	model	model	NOUN
cana-2551	118	4	with	with	ADP
cana-2551	118	5	a	a	DET
cana-2551	118	6	series	series	NOUN
cana-2551	118	7	-	-	PUNCT
cana-2551	118	8	connected	connect	VERB
cana-2551	118	9	resistance	resistance	NOUN
cana-2551	118	10	and	and	CCONJ
cana-2551	118	11	a	a	DET
cana-2551	118	12	variable	variable	ADJ
cana-2551	118	13	voltage	voltage	NOUN
cana-2551	118	14	source	source	NOUN
cana-2551	118	15	was	be	AUX
cana-2551	118	16	downloaded	download	VERB
cana-2551	118	17	from	from	ADP
cana-2551	118	18	the	the	DET
cana-2551	118	19	simulink	simulink	PROPN
cana-2551	118	20	sim	sim	NOUN
cana-2551	118	21	power	power	NOUN
cana-2551	118	22	systems	system	NOUN
cana-2551	118	23	toolbox	toolbox	NOUN
cana-2551	118	24	for	for	ADP
cana-2551	118	25	this	this	DET
cana-2551	118	26	particular	particular	ADJ
cana-2551	118	27	investigation	investigation	NOUN
cana-2551	118	28	.	.	PUNCT
cana-2551	119	1	b.	b.	PROPN
cana-2551	119	2	dc	dc	PROPN
cana-2551	119	3	load	load	VERB
cana-2551	119	4	a	a	DET
cana-2551	119	5	buck	buck	NOUN
cana-2551	119	6	converter	converter	NOUN
cana-2551	119	7	is	be	AUX
cana-2551	119	8	used	use	VERB
cana-2551	119	9	to	to	PART
cana-2551	119	10	connect	connect	VERB
cana-2551	119	11	a	a	DET
cana-2551	119	12	dc	dc	PROPN
cana-2551	119	13	load	load	NOUN
cana-2551	119	14	to	to	ADP
cana-2551	119	15	a	a	DET
cana-2551	119	16	shared	share	VERB
cana-2551	119	17	dc	dc	PROPN
cana-2551	119	18	bus	bus	NOUN
cana-2551	119	19	by	by	ADP
cana-2551	119	20	lowering	lower	VERB
cana-2551	119	21	the	the	DET
cana-2551	119	22	dc	dc	PROPN
cana-2551	119	23	bus	bus	NOUN
cana-2551	119	24	voltage	voltage	NOUN
cana-2551	119	25	to	to	ADP
cana-2551	119	26	a	a	DET
cana-2551	119	27	level	level	NOUN
cana-2551	119	28	suitable	suitable	ADJ
cana-2551	119	29	for	for	ADP
cana-2551	119	30	the	the	DET
cana-2551	119	31	load	load	NOUN
cana-2551	119	32	.	.	PUNCT
cana-2551	120	1	the	the	DET
cana-2551	120	2	buck	buck	NOUN
cana-2551	120	3	converter	converter	NOUN
cana-2551	120	4	particularly	particularly	ADV
cana-2551	120	5	reduces	reduce	VERB
cana-2551	120	6	the	the	DET
cana-2551	120	7	original	original	ADJ
cana-2551	120	8	400	400	NUM
cana-2551	120	9	v	v	NOUN
cana-2551	120	10	dc	dc	PROPN
cana-2551	120	11	bus	bus	NOUN
cana-2551	120	12	voltage	voltage	NOUN
cana-2551	120	13	to	to	ADP
cana-2551	120	14	200	200	NUM
cana-2551	120	15	v	v	NOUN
cana-2551	120	16	in	in	ADP
cana-2551	120	17	order	order	NOUN
cana-2551	120	18	to	to	PART
cana-2551	120	19	ensure	ensure	VERB
cana-2551	120	20	a	a	DET
cana-2551	120	21	steady	steady	ADJ
cana-2551	120	22	load	load	NOUN
cana-2551	120	23	voltage	voltage	NOUN
cana-2551	120	24	.	.	PUNCT
cana-2551	121	1	figure	figure	NOUN
cana-2551	121	2	4	4	NUM
cana-2551	121	3	displays	display	VERB
cana-2551	121	4	the	the	DET
cana-2551	121	5	control	control	NOUN
cana-2551	121	6	logic	logic	NOUN
cana-2551	121	7	of	of	ADP
cana-2551	121	8	the	the	DET
cana-2551	121	9	load	load	NOUN
cana-2551	121	10	-	-	PUNCT
cana-2551	121	11	side	side	NOUN
cana-2551	121	12	buck	buck	NOUN
cana-2551	121	13	converter	converter	NOUN
cana-2551	121	14	.	.	PUNCT
cana-2551	122	1	after	after	ADP
cana-2551	122	2	comparing	compare	VERB
cana-2551	122	3	the	the	DET
cana-2551	122	4	voltage	voltage	NOUN
cana-2551	122	5	of	of	ADP
cana-2551	122	6	the	the	DET
cana-2551	122	7	dc	dc	PROPN
cana-2551	122	8	load	load	NOUN
cana-2551	122	9	to	to	ADP
cana-2551	122	10	a	a	DET
cana-2551	122	11	reference	reference	NOUN
cana-2551	122	12	voltage	voltage	NOUN
cana-2551	122	13	,	,	PUNCT
cana-2551	122	14	a	a	DET
cana-2551	122	15	pi	pi	NOUN
cana-2551	122	16	regulator	regulator	NOUN
cana-2551	122	17	processes	process	VERB
cana-2551	122	18	the	the	DET
cana-2551	122	19	voltage	voltage	NOUN
cana-2551	122	20	.	.	PUNCT
cana-2551	123	1	the	the	DET
cana-2551	123	2	output	output	NOUN
cana-2551	123	3	of	of	ADP
cana-2551	123	4	the	the	DET
cana-2551	123	5	pi	pi	NOUN
cana-2551	123	6	controller	controller	NOUN
cana-2551	123	7	is	be	AUX
cana-2551	123	8	used	use	VERB
cana-2551	123	9	by	by	ADP
cana-2551	123	10	a	a	DET
cana-2551	123	11	pulse	pulse	NOUN
cana-2551	123	12	width	width	NOUN
cana-2551	123	13	modulation	modulation	NOUN
cana-2551	123	14	generator	generator	NOUN
cana-2551	123	15	to	to	PART
cana-2551	123	16	produce	produce	VERB
cana-2551	123	17	pulses	pulse	NOUN
cana-2551	123	18	that	that	PRON
cana-2551	123	19	the	the	DET
cana-2551	123	20	buck	buck	NOUN
cana-2551	123	21	converter	converter	NOUN
cana-2551	123	22	needs	need	NOUN
cana-2551	123	23	.	.	PUNCT
cana-2551	124	1	this	this	DET
cana-2551	124	2	apparatus	apparatus	NOUN
cana-2551	124	3	ensures	ensure	VERB
cana-2551	124	4	that	that	SCONJ
cana-2551	124	5	the	the	DET
cana-2551	124	6	load	load	NOUN
cana-2551	124	7	voltage	voltage	NOUN
cana-2551	124	8	is	be	AUX
cana-2551	124	9	maintained	maintain	VERB
cana-2551	124	10	at	at	ADP
cana-2551	124	11	200	200	NUM
cana-2551	124	12	v	v	NOUN
cana-2551	124	13	continuously	continuously	ADV
cana-2551	124	14	.	.	PUNCT
cana-2551	125	1	figure	figure	VERB
cana-2551	125	2	4	4	NUM
cana-2551	125	3	.	.	PUNCT
cana-2551	126	1	the	the	DET
cana-2551	126	2	control	control	NOUN
cana-2551	126	3	logic	logic	NOUN
cana-2551	126	4	employed	employ	VERB
cana-2551	126	5	in	in	ADP
cana-2551	126	6	the	the	DET
cana-2551	126	7	load	load	NOUN
cana-2551	126	8	-	-	PUNCT
cana-2551	126	9	side	side	NOUN
cana-2551	126	10	buck	buck	NOUN
cana-2551	126	11	converter	converter	NOUN
cana-2551	126	12	.	.	PUNCT
cana-2551	127	1	method	method	NOUN
cana-2551	127	2	of	of	ADP
cana-2551	127	3	energy	energy	NOUN
cana-2551	127	4	management	management	NOUN
cana-2551	127	5	an	an	DET
cana-2551	127	6	essential	essential	ADJ
cana-2551	127	7	component	component	NOUN
cana-2551	127	8	of	of	ADP
cana-2551	127	9	energy	energy	NOUN
cana-2551	127	10	management	management	NOUN
cana-2551	127	11	is	be	AUX
cana-2551	127	12	figuring	figure	VERB
cana-2551	127	13	out	out	ADP
cana-2551	127	14	how	how	SCONJ
cana-2551	127	15	to	to	PART
cana-2551	127	16	generate	generate	VERB
cana-2551	127	17	and	and	CCONJ
cana-2551	127	18	use	use	VERB
cana-2551	127	19	power	power	NOUN
cana-2551	127	20	from	from	ADP
cana-2551	127	21	a	a	DET
cana-2551	127	22	shared	share	VERB
cana-2551	127	23	dc	dc	PROPN
cana-2551	127	24	bus	bus	NOUN
cana-2551	127	25	as	as	ADV
cana-2551	127	26	efficiently	efficiently	ADV
cana-2551	127	27	as	as	ADP
cana-2551	127	28	possible	possible	ADJ
cana-2551	127	29	.	.	PUNCT
cana-2551	128	1	in	in	ADP
cana-2551	128	2	the	the	DET
cana-2551	128	3	next	next	ADJ
cana-2551	128	4	section	section	NOUN
cana-2551	128	5	,	,	PUNCT
cana-2551	128	6	we	we	PRON
cana-2551	128	7	will	will	AUX
cana-2551	128	8	explain	explain	VERB
cana-2551	128	9	how	how	SCONJ
cana-2551	128	10	to	to	PART
cana-2551	128	11	calculate	calculate	VERB
cana-2551	128	12	this	this	DET
cana-2551	128	13	power	power	NOUN
cana-2551	128	14	balance	balance	NOUN
cana-2551	128	15	while	while	SCONJ
cana-2551	128	16	taking	take	VERB
cana-2551	128	17	into	into	ADP
cana-2551	128	18	consideration	consideration	NOUN
cana-2551	128	19	the	the	DET
cana-2551	128	20	losses	loss	NOUN
cana-2551	128	21	in	in	ADP
cana-2551	128	22	different	different	ADJ
cana-2551	128	23	types	type	NOUN
cana-2551	128	24	of	of	ADP
cana-2551	128	25	static	static	ADJ
cana-2551	128	26	converters	converter	NOUN
cana-2551	128	27	.	.	PUNCT
cana-2551	129	1	one	one	NUM
cana-2551	129	2	essential	essential	ADJ
cana-2551	129	3	element	element	NOUN
cana-2551	129	4	requiring	require	VERB
cana-2551	129	5	much	much	ADJ
cana-2551	129	6	research	research	NOUN
cana-2551	129	7	is	be	AUX
cana-2551	129	8	the	the	DET
cana-2551	129	9	accurate	accurate	ADJ
cana-2551	129	10	calculation	calculation	NOUN
cana-2551	129	11	of	of	ADP
cana-2551	129	12	effective	effective	ADJ
cana-2551	129	13	powers	power	NOUN
cana-2551	129	14	while	while	SCONJ
cana-2551	129	15	accounting	account	VERB
cana-2551	129	16	for	for	ADP
cana-2551	129	17	converter	converter	NOUN
cana-2551	129	18	losses	loss	NOUN
cana-2551	129	19	.	.	PUNCT
cana-2551	130	1	c.	c.	PROPN
cana-2551	130	2	elite	elite	PROPN
cana-2551	130	3	neural	neural	ADJ
cana-2551	130	4	network	network	NOUN
cana-2551	130	5	artificial	artificial	ADJ
cana-2551	130	6	rabbits	rabbit	NOUN
cana-2551	130	7	ems	ems	PROPN
cana-2551	130	8	this	this	DET
cana-2551	130	9	section	section	NOUN
cana-2551	130	10	explains	explain	VERB
cana-2551	130	11	the	the	DET
cana-2551	130	12	artificial	artificial	ADJ
cana-2551	130	13	rabbit	rabbit	NOUN
cana-2551	130	14	’s	’s	PART
cana-2551	130	15	optimization	optimization	NOUN
cana-2551	130	16	concept	concept	NOUN
cana-2551	130	17	,	,	PUNCT
cana-2551	130	18	neural	neural	ADJ
cana-2551	130	19	network	network	NOUN
cana-2551	130	20	concept	concept	NOUN
cana-2551	130	21	,	,	PUNCT
cana-2551	130	22	and	and	CCONJ
cana-2551	130	23	aronn	aronn	NOUN
cana-2551	130	24	-	-	PUNCT
cana-2551	130	25	based	base	VERB
cana-2551	130	26	dc	dc	PROPN
cana-2551	130	27	microgrid	microgrid	PROPN
cana-2551	130	28	energy	energy	NOUN
cana-2551	130	29	management	management	NOUN
cana-2551	130	30	.	.	PUNCT
cana-2551	131	1	communications	communication	NOUN
cana-2551	131	2	on	on	ADP
cana-2551	131	3	applied	apply	VERB
cana-2551	131	4	nonlinear	nonlinear	ADJ
cana-2551	131	5	analysis	analysis	NOUN
cana-2551	131	6	issn	issn	NOUN
cana-2551	131	7	:	:	PUNCT
cana-2551	131	8	1074	1074	NUM
cana-2551	131	9	-	-	PUNCT
cana-2551	131	10	133x	133x	NUM
cana-2551	131	11	vol	vol	NOUN
cana-2551	131	12	32	32	NUM
cana-2551	131	13	no	no	NOUN
cana-2551	131	14	.	.	PUNCT
cana-2551	132	1	3s	3s	NUM
cana-2551	132	2	(	(	PUNCT
cana-2551	132	3	2025	2025	NUM
cana-2551	132	4	)	)	PUNCT
cana-2551	132	5	83	83	NUM
cana-2551	132	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	132	7	1	1	X
cana-2551	132	8	.	.	PUNCT
cana-2551	132	9	neural	neural	ADJ
cana-2551	132	10	networks	network	NOUN
cana-2551	132	11	the	the	DET
cana-2551	132	12	input	input	NOUN
cana-2551	132	13	layer	layer	NOUN
cana-2551	132	14	,	,	PUNCT
cana-2551	132	15	hidden	hide	VERB
cana-2551	132	16	layer	layer	NOUN
cana-2551	132	17	,	,	PUNCT
cana-2551	132	18	and	and	CCONJ
cana-2551	132	19	output	output	NOUN
cana-2551	132	20	layer	layer	NOUN
cana-2551	132	21	components	component	NOUN
cana-2551	132	22	make	make	VERB
cana-2551	132	23	up	up	ADP
cana-2551	132	24	a	a	DET
cana-2551	132	25	neural	neural	ADJ
cana-2551	132	26	network	network	NOUN
cana-2551	132	27	.	.	PUNCT
cana-2551	133	1	multiple	multiple	ADJ
cana-2551	133	2	hidden	hide	VERB
cana-2551	133	3	layers	layer	NOUN
cana-2551	133	4	in	in	ADP
cana-2551	133	5	a	a	DET
cana-2551	133	6	neural	neural	ADJ
cana-2551	133	7	network	network	NOUN
cana-2551	133	8	allow	allow	VERB
cana-2551	133	9	it	it	PRON
cana-2551	133	10	to	to	PART
cana-2551	133	11	carry	carry	VERB
cana-2551	133	12	out	out	ADP
cana-2551	133	13	intricate	intricate	ADJ
cana-2551	133	14	calculations	calculation	NOUN
cana-2551	133	15	and	and	CCONJ
cana-2551	133	16	produce	produce	VERB
cana-2551	133	17	network	network	NOUN
cana-2551	133	18	outputs	output	NOUN
cana-2551	133	19	.	.	PUNCT
cana-2551	134	1	a	a	DET
cana-2551	134	2	single	single	ADJ
cana-2551	134	3	hidden	hide	VERB
cana-2551	134	4	layer	layer	NOUN
cana-2551	134	5	neural	neural	ADJ
cana-2551	134	6	network	network	NOUN
cana-2551	134	7	with	with	ADP
cana-2551	134	8	weighted	weight	VERB
cana-2551	134	9	connections	connection	NOUN
cana-2551	134	10	between	between	ADP
cana-2551	134	11	the	the	DET
cana-2551	134	12	layers	layer	NOUN
cana-2551	134	13	is	be	AUX
cana-2551	134	14	shown	show	VERB
cana-2551	134	15	visually	visually	ADV
cana-2551	134	16	in	in	ADP
cana-2551	134	17	figure	figure	NOUN
cana-2551	134	18	6	6	NUM
cana-2551	134	19	.	.	PUNCT
cana-2551	135	1	the	the	DET
cana-2551	135	2	output	output	NOUN
cana-2551	135	3	values	value	NOUN
cana-2551	135	4	will	will	AUX
cana-2551	135	5	be	be	AUX
cana-2551	135	6	computed	compute	VERB
cana-2551	135	7	using	use	VERB
cana-2551	135	8	the	the	DET
cana-2551	135	9	subsequent	subsequent	ADJ
cana-2551	135	10	procedures	procedure	NOUN
cana-2551	135	11	.	.	PUNCT
cana-2551	136	1	𝑠𝑗	𝑠𝑗	NOUN
cana-2551	136	2	=	=	SYM
cana-2551	136	3	∑	∑	NOUN
cana-2551	136	4	𝑤𝑖𝑗𝑥𝑖	𝑤𝑖𝑗𝑥𝑖	ADJ
cana-2551	136	5	+	+	CCONJ
cana-2551	136	6	𝛽𝑖	𝛽𝑖	ADP
cana-2551	136	7	𝑛	𝑛	PRON
cana-2551	136	8	𝑖=1	𝑖=1	PROPN
cana-2551	136	9	(	(	PUNCT
cana-2551	136	10	5	5	X
cana-2551	136	11	)	)	PUNCT
cana-2551	136	12	the	the	DET
cana-2551	136	13	input	input	NOUN
cana-2551	136	14	variable	variable	NOUN
cana-2551	136	15	is	be	AUX
cana-2551	136	16	denoted	denote	VERB
cana-2551	136	17	by	by	ADP
cana-2551	136	18	xi	xi	X
cana-2551	136	19	in	in	ADP
cana-2551	136	20	equation	equation	NOUN
cana-2551	136	21	(	(	PUNCT
cana-2551	136	22	5	5	NUM
cana-2551	136	23	)	)	PUNCT
cana-2551	136	24	,	,	PUNCT
cana-2551	136	25	the	the	DET
cana-2551	136	26	bias	bias	NOUN
cana-2551	136	27	term	term	NOUN
cana-2551	136	28	for	for	ADP
cana-2551	136	29	the	the	DET
cana-2551	136	30	input	input	NOUN
cana-2551	136	31	variable	variable	NOUN
cana-2551	136	32	is	be	AUX
cana-2551	136	33	represented	represent	VERB
cana-2551	136	34	by	by	ADP
cana-2551	136	35	βi	βi	PRON
cana-2551	136	36	,	,	PUNCT
cana-2551	136	37	and	and	CCONJ
cana-2551	136	38	the	the	DET
cana-2551	136	39	weight	weight	NOUN
cana-2551	136	40	between	between	ADP
cana-2551	136	41	the	the	DET
cana-2551	136	42	input	input	NOUN
cana-2551	136	43	variable	variable	NOUN
cana-2551	136	44	and	and	CCONJ
cana-2551	136	45	neuron	neuron	PROPN
cana-2551	136	46	j	j	PROPN
cana-2551	136	47	is	be	AUX
cana-2551	136	48	indicated	indicate	VERB
cana-2551	136	49	by	by	ADP
cana-2551	136	50	wij	wij	PROPN
cana-2551	136	51	.	.	PUNCT
cana-2551	137	1	the	the	DET
cana-2551	137	2	weighted	weight	VERB
cana-2551	137	3	summation	summation	NOUN
cana-2551	137	4	of	of	ADP
cana-2551	137	5	the	the	DET
cana-2551	137	6	inputs	input	NOUN
cana-2551	137	7	is	be	AUX
cana-2551	137	8	subjected	subject	VERB
cana-2551	137	9	to	to	ADP
cana-2551	137	10	an	an	DET
cana-2551	137	11	activation	activation	NOUN
cana-2551	137	12	function	function	NOUN
cana-2551	137	13	to	to	PART
cana-2551	137	14	calculate	calculate	VERB
cana-2551	137	15	the	the	DET
cana-2551	137	16	output	output	NOUN
cana-2551	137	17	values	value	NOUN
cana-2551	137	18	of	of	ADP
cana-2551	137	19	the	the	DET
cana-2551	137	20	neurons	neuron	NOUN
cana-2551	137	21	in	in	ADP
cana-2551	137	22	the	the	DET
cana-2551	137	23	hidden	hidden	ADJ
cana-2551	137	24	layers	layer	NOUN
cana-2551	137	25	.	.	PUNCT
cana-2551	138	1	figure	figure	VERB
cana-2551	138	2	6	6	NUM
cana-2551	138	3	.	.	PUNCT
cana-2551	138	4	neural	neural	ADJ
cana-2551	138	5	network	network	NOUN
cana-2551	138	6	architecture	architecture	NOUN
cana-2551	138	7	.	.	PUNCT
cana-2551	139	1	2	2	X
cana-2551	139	2	.	.	X
cana-2551	139	3	automation	automation	NOUN
cana-2551	139	4	of	of	ADP
cana-2551	139	5	rabbits	rabbit	NOUN
cana-2551	139	6	(	(	PUNCT
cana-2551	139	7	aro	aro	NOUN
cana-2551	139	8	)	)	PUNCT
cana-2551	139	9	the	the	DET
cana-2551	139	10	two	two	NUM
cana-2551	139	11	basic	basic	ADJ
cana-2551	139	12	ideas	idea	NOUN
cana-2551	139	13	of	of	ADP
cana-2551	139	14	detour	detour	NOUN
cana-2551	139	15	scavenging	scavenge	VERB
cana-2551	139	16	and	and	CCONJ
cana-2551	139	17	random	random	ADJ
cana-2551	139	18	whacking	whacking	NOUN
cana-2551	139	19	,	,	PUNCT
cana-2551	139	20	which	which	PRON
cana-2551	139	21	are	be	AUX
cana-2551	139	22	seen	see	VERB
cana-2551	139	23	in	in	ADP
cana-2551	139	24	the	the	DET
cana-2551	139	25	endurance	endurance	NOUN
cana-2551	139	26	behaviours	behaviour	NOUN
cana-2551	139	27	of	of	ADP
cana-2551	139	28	rabbits	rabbit	NOUN
cana-2551	139	29	in	in	ADP
cana-2551	139	30	the	the	DET
cana-2551	139	31	wild	wild	NOUN
cana-2551	139	32	,	,	PUNCT
cana-2551	139	33	serve	serve	VERB
cana-2551	139	34	as	as	ADP
cana-2551	139	35	the	the	DET
cana-2551	139	36	foundation	foundation	NOUN
cana-2551	139	37	for	for	ADP
cana-2551	139	38	the	the	DET
cana-2551	139	39	aro	aro	NOUN
cana-2551	139	40	technique	technique	NOUN
cana-2551	139	41	[	[	X
cana-2551	139	42	32	32	NUM
cana-2551	139	43	]	]	PUNCT
cana-2551	139	44	.	.	PUNCT
cana-2551	140	1	while	while	SCONJ
cana-2551	140	2	detour	detour	NOUN
cana-2551	140	3	scavenging	scavenging	NOUN
cana-2551	140	4	is	be	AUX
cana-2551	140	5	when	when	SCONJ
cana-2551	140	6	rabbits	rabbit	NOUN
cana-2551	140	7	chew	chew	VERB
cana-2551	140	8	the	the	DET
cana-2551	140	9	grass	grass	NOUN
cana-2551	140	10	close	close	ADV
cana-2551	140	11	to	to	ADP
cana-2551	140	12	their	their	PRON
cana-2551	140	13	nests	nest	NOUN
cana-2551	140	14	to	to	PART
cana-2551	140	15	evade	evade	VERB
cana-2551	140	16	detection	detection	NOUN
cana-2551	140	17	from	from	ADP
cana-2551	140	18	predators	predator	NOUN
cana-2551	140	19	,	,	PUNCT
cana-2551	140	20	random	random	ADJ
cana-2551	140	21	hiding	hiding	NOUN
cana-2551	140	22	is	be	AUX
cana-2551	140	23	when	when	SCONJ
cana-2551	140	24	rabbits	rabbit	NOUN
cana-2551	140	25	move	move	VERB
cana-2551	140	26	to	to	ADP
cana-2551	140	27	different	different	ADJ
cana-2551	140	28	burrows	burrow	NOUN
cana-2551	140	29	,	,	PUNCT
cana-2551	140	30	often	often	ADV
cana-2551	140	31	in	in	ADP
cana-2551	140	32	search	search	NOUN
cana-2551	140	33	of	of	ADP
cana-2551	140	34	deeper	deep	ADJ
cana-2551	140	35	shelter	shelter	NOUN
cana-2551	140	36	.	.	PUNCT
cana-2551	141	1	the	the	DET
cana-2551	141	2	process	process	NOUN
cana-2551	141	3	of	of	ADP
cana-2551	141	4	initialization	initialization	NOUN
cana-2551	141	5	is	be	AUX
cana-2551	141	6	a	a	DET
cana-2551	141	7	fundamental	fundamental	ADJ
cana-2551	141	8	foundation	foundation	NOUN
cana-2551	141	9	for	for	ADP
cana-2551	141	10	all	all	DET
cana-2551	141	11	search	search	NOUN
cana-2551	141	12	algorithms	algorithm	NOUN
cana-2551	141	13	.	.	PUNCT
cana-2551	142	1	in	in	ADP
cana-2551	142	2	the	the	DET
cana-2551	142	3	instance	instance	NOUN
cana-2551	142	4	of	of	ADP
cana-2551	142	5	the	the	DET
cana-2551	142	6	aro	aro	NOUN
cana-2551	142	7	algorithm	algorithm	NOUN
cana-2551	142	8	,	,	PUNCT
cana-2551	142	9	n	n	PROPN
cana-2551	142	10	is	be	AUX
cana-2551	142	11	the	the	DET
cana-2551	142	12	size	size	NOUN
cana-2551	142	13	of	of	ADP
cana-2551	142	14	the	the	DET
cana-2551	142	15	artificial	artificial	ADJ
cana-2551	142	16	rabbit	rabbit	NOUN
cana-2551	142	17	colony	colony	NOUN
cana-2551	142	18	.	.	PUNCT
cana-2551	143	1	the	the	DET
cana-2551	143	2	lower	low	ADJ
cana-2551	143	3	and	and	CCONJ
cana-2551	143	4	upper	upper	ADJ
cana-2551	143	5	bounds	bound	NOUN
cana-2551	143	6	of	of	ADP
cana-2551	143	7	the	the	DET
cana-2551	143	8	project	project	NOUN
cana-2551	143	9	variable	variable	NOUN
cana-2551	143	10	are	be	AUX
cana-2551	143	11	defined	define	VERB
cana-2551	143	12	as	as	ADP
cana-2551	143	13	lb	lb	NUM
cana-2551	143	14	and	and	CCONJ
cana-2551	143	15	ub	ub	ADJ
cana-2551	143	16	,	,	PUNCT
cana-2551	143	17	respectively	respectively	ADV
cana-2551	143	18	,	,	PUNCT
cana-2551	143	19	and	and	CCONJ
cana-2551	143	20	its	its	PRON
cana-2551	143	21	dimension	dimension	NOUN
cana-2551	143	22	is	be	AUX
cana-2551	143	23	denoted	denote	VERB
cana-2551	143	24	by	by	ADP
cana-2551	143	25	the	the	DET
cana-2551	143	26	letter	letter	NOUN
cana-2551	143	27	d.	d.	PROPN
cana-2551	143	28	there	there	PRON
cana-2551	143	29	are	be	VERB
cana-2551	143	30	three	three	NUM
cana-2551	143	31	primary	primary	ADJ
cana-2551	143	32	parts	part	NOUN
cana-2551	143	33	to	to	ADP
cana-2551	143	34	the	the	DET
cana-2551	143	35	aro	aro	NOUN
cana-2551	143	36	algorithm	algorithm	PROPN
cana-2551	143	37	's	's	PART
cana-2551	143	38	mathematical	mathematical	ADJ
cana-2551	143	39	model	model	NOUN
cana-2551	143	40	:	:	PUNCT
cana-2551	143	41	the	the	DET
cana-2551	143	42	energy	energy	NOUN
cana-2551	143	43	shrinks	shrink	VERB
cana-2551	143	44	factor	factor	NOUN
cana-2551	143	45	,	,	PUNCT
cana-2551	143	46	random	random	ADJ
cana-2551	143	47	hiding	hiding	NOUN
cana-2551	143	48	or	or	CCONJ
cana-2551	143	49	exploitation	exploitation	NOUN
cana-2551	143	50	,	,	PUNCT
cana-2551	143	51	and	and	CCONJ
cana-2551	143	52	detour	detour	NOUN
cana-2551	143	53	foraging	foraging	NOUN
cana-2551	143	54	or	or	CCONJ
cana-2551	143	55	exploration	exploration	NOUN
cana-2551	143	56	.	.	PUNCT
cana-2551	144	1	a	a	DET
cana-2551	144	2	)	)	PUNCT
cana-2551	144	3	foraging	forage	VERB
cana-2551	144	4	detour	detour	NOUN
cana-2551	144	5	(	(	PUNCT
cana-2551	144	6	exploration	exploration	NOUN
cana-2551	144	7	)	)	PUNCT
cana-2551	144	8	the	the	DET
cana-2551	144	9	metaheuristic	metaheuristic	ADJ
cana-2551	144	10	algorithm	algorithm	NOUN
cana-2551	144	11	's	's	PART
cana-2551	144	12	primary	primary	ADJ
cana-2551	144	13	focus	focus	NOUN
cana-2551	144	14	is	be	AUX
cana-2551	144	15	on	on	ADP
cana-2551	144	16	the	the	DET
cana-2551	144	17	stages	stage	NOUN
cana-2551	144	18	of	of	ADP
cana-2551	144	19	exploration	exploration	NOUN
cana-2551	144	20	and	and	CCONJ
cana-2551	144	21	exploitation	exploitation	NOUN
cana-2551	144	22	,	,	PUNCT
cana-2551	144	23	while	while	SCONJ
cana-2551	144	24	largely	largely	ADV
cana-2551	144	25	a	a	DET
cana-2551	144	26	diversion	diversion	NOUN
cana-2551	144	27	for	for	ADP
cana-2551	144	28	foraging	forage	VERB
cana-2551	144	29	examines	examine	NOUN
cana-2551	144	30	the	the	DET
cana-2551	144	31	exploration	exploration	NOUN
cana-2551	144	32	phase	phase	NOUN
cana-2551	144	33	.	.	PUNCT
cana-2551	145	1	a	a	DET
cana-2551	145	2	behaviour	behaviour	NOUN
cana-2551	145	3	known	know	VERB
cana-2551	145	4	as	as	ADP
cana-2551	145	5	"	"	PUNCT
cana-2551	145	6	detour	detour	NOUN
cana-2551	145	7	foraging	foraging	NOUN
cana-2551	145	8	"	"	PUNCT
cana-2551	145	9	describes	describe	VERB
cana-2551	145	10	how	how	SCONJ
cana-2551	145	11	each	each	DET
cana-2551	145	12	rabbit	rabbit	NOUN
cana-2551	145	13	tends	tend	VERB
cana-2551	145	14	to	to	PART
cana-2551	145	15	stray	stray	VERB
cana-2551	145	16	from	from	ADP
cana-2551	145	17	the	the	DET
cana-2551	145	18	food	food	NOUN
cana-2551	145	19	supply	supply	NOUN
cana-2551	145	20	and	and	CCONJ
cana-2551	145	21	visit	visit	VERB
cana-2551	145	22	a	a	DET
cana-2551	145	23	different	different	ADJ
cana-2551	145	24	location	location	NOUN
cana-2551	145	25	within	within	ADP
cana-2551	145	26	the	the	DET
cana-2551	145	27	cluster	cluster	NOUN
cana-2551	145	28	at	at	ADP
cana-2551	145	29	random	random	ADJ
cana-2551	145	30	communications	communication	NOUN
cana-2551	145	31	on	on	ADP
cana-2551	145	32	applied	apply	VERB
cana-2551	145	33	nonlinear	nonlinear	ADJ
cana-2551	145	34	analysis	analysis	NOUN
cana-2551	145	35	issn	issn	NOUN
cana-2551	145	36	:	:	PUNCT
cana-2551	145	37	1074	1074	NUM
cana-2551	145	38	-	-	PUNCT
cana-2551	145	39	133x	133x	NUM
cana-2551	145	40	vol	vol	NOUN
cana-2551	145	41	32	32	NUM
cana-2551	145	42	no	no	NOUN
cana-2551	145	43	.	.	PUNCT
cana-2551	146	1	3s	3s	NUM
cana-2551	146	2	(	(	PUNCT
cana-2551	146	3	2025	2025	NUM
cana-2551	146	4	)	)	PUNCT
cana-2551	146	5	84	84	NUM
cana-2551	146	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-2551	146	7	b	b	X
cana-2551	146	8	)	)	PUNCT
cana-2551	146	9	energy	energy	NOUN
cana-2551	146	10	factor	factor	NOUN
cana-2551	146	11	(	(	PUNCT
cana-2551	146	12	exchange	exchange	NOUN
cana-2551	146	13	of	of	ADP
cana-2551	146	14	exploration	exploration	NOUN
cana-2551	146	15	&	&	CCONJ
cana-2551	146	16	exploitation	exploitation	NOUN
cana-2551	146	17	)	)	PUNCT
cana-2551	146	18	populations	population	NOUN
cana-2551	146	19	usually	usually	ADV
cana-2551	146	20	go	go	VERB
cana-2551	146	21	through	through	ADP
cana-2551	146	22	two	two	NUM
cana-2551	146	23	phases	phase	NOUN
cana-2551	146	24	in	in	ADP
cana-2551	146	25	the	the	DET
cana-2551	146	26	optimisation	optimisation	NOUN
cana-2551	146	27	algorithm	algorithm	NOUN
cana-2551	146	28	:	:	PUNCT
cana-2551	146	29	an	an	DET
cana-2551	146	30	initial	initial	ADJ
cana-2551	146	31	search	search	NOUN
cana-2551	146	32	phase	phase	NOUN
cana-2551	146	33	and	and	CCONJ
cana-2551	146	34	a	a	DET
cana-2551	146	35	subsequent	subsequent	ADJ
cana-2551	146	36	manipulation	manipulation	NOUN
cana-2551	146	37	phase	phase	NOUN
cana-2551	146	38	.	.	PUNCT
cana-2551	147	1	using	use	VERB
cana-2551	147	2	the	the	DET
cana-2551	147	3	energy	energy	NOUN
cana-2551	147	4	of	of	ADP
cana-2551	147	5	the	the	DET
cana-2551	147	6	rabbits	rabbit	NOUN
cana-2551	147	7	,	,	PUNCT
cana-2551	147	8	aro	aro	NOUN
cana-2551	147	9	formulates	formulate	VERB
cana-2551	147	10	a	a	DET
cana-2551	147	11	search	search	NOUN
cana-2551	147	12	strategy	strategy	NOUN
cana-2551	147	13	that	that	PRON
cana-2551	147	14	eventually	eventually	ADV
cana-2551	147	15	wanes	wane	VERB
cana-2551	147	16	,	,	PUNCT
cana-2551	147	17	signifying	signify	VERB
cana-2551	147	18	the	the	DET
cana-2551	147	19	shift	shift	NOUN
cana-2551	147	20	from	from	ADP
cana-2551	147	21	exploration	exploration	NOUN
cana-2551	147	22	to	to	ADP
cana-2551	147	23	exploitation	exploitation	NOUN
cana-2551	147	24	.	.	PUNCT
cana-2551	148	1	the	the	DET
cana-2551	148	2	following	follow	VERB
cana-2551	148	3	formula	formula	NOUN
cana-2551	148	4	defines	define	VERB
cana-2551	148	5	the	the	DET
cana-2551	148	6	energy	energy	NOUN
cana-2551	148	7	factor	factor	NOUN
cana-2551	148	8	in	in	ADP
cana-2551	148	9	the	the	DET
cana-2551	148	10	artificial	artificial	ADJ
cana-2551	148	11	rabbit	rabbit	NOUN
cana-2551	148	12	procedure	procedure	NOUN
cana-2551	148	13	:	:	PUNCT
cana-2551	148	14	𝐴(𝑡	𝐴(𝑡	X
cana-2551	148	15	)	)	PUNCT
cana-2551	148	16	=	=	SYM
cana-2551	148	17	4	4	NUM
cana-2551	148	18	(	(	PUNCT
cana-2551	148	19	1	1	NUM
cana-2551	148	20	−	−	PROPN
cana-2551	148	21	𝑡	𝑡	PROPN
cana-2551	148	22	𝑇max	𝑇max	PROPN
cana-2551	148	23	)	)	PUNCT
cana-2551	149	1	ln	ln	ADV
cana-2551	149	2	1	1	NUM
cana-2551	149	3	𝑟	𝑟	X
cana-2551	149	4	where	where	SCONJ
cana-2551	149	5	r	r	NOUN
cana-2551	149	6	is	be	AUX
cana-2551	149	7	the	the	DET
cana-2551	149	8	random	random	ADJ
cana-2551	149	9	number	number	NOUN
cana-2551	149	10	,	,	PUNCT
cana-2551	149	11	which	which	PRON
cana-2551	149	12	is	be	AUX
cana-2551	149	13	given	give	VERB
cana-2551	149	14	by	by	ADP
cana-2551	149	15	an	an	DET
cana-2551	149	16	arbitrary	arbitrary	ADJ
cana-2551	149	17	value	value	NOUN
cana-2551	149	18	between	between	ADP
cana-2551	149	19	0	0	NUM
cana-2551	149	20	and	and	CCONJ
cana-2551	149	21	1	1	NUM
cana-2551	149	22	.	.	X
cana-2551	150	1	aro	aro	PROPN
cana-2551	150	2	's	's	PART
cana-2551	150	3	flowchart	flowchart	NOUN
cana-2551	150	4	is	be	AUX
cana-2551	150	5	shown	show	VERB
cana-2551	150	6	in	in	ADP
cana-2551	150	7	fig	fig	NOUN
cana-2551	150	8	.	.	PUNCT
cana-2551	151	1	8	8	X
cana-2551	151	2	.	.	PUNCT
cana-2551	151	3	table	table	NOUN
cana-2551	151	4	2	2	NUM
cana-2551	151	5	has	have	VERB
cana-2551	151	6	the	the	DET
cana-2551	151	7	pseudocode	pseudocode	NOUN
cana-2551	151	8	as	as	ADV
cana-2551	151	9	well	well	ADV
cana-2551	151	10	.	.	PUNCT
cana-2551	152	1	figure	figure	VERB
cana-2551	152	2	8	8	NUM
cana-2551	152	3	.	.	PUNCT
cana-2551	153	1	flowchart	flowchart	NOUN
cana-2551	153	2	of	of	ADP
cana-2551	153	3	the	the	DET
cana-2551	153	4	aro	aro	NOUN
cana-2551	153	5	c	c	NOUN
cana-2551	153	6	)	)	PUNCT
cana-2551	153	7	steps	step	NOUN
cana-2551	153	8	for	for	ADP
cana-2551	153	9	tuning	tune	VERB
cana-2551	153	10	neural	neural	ADJ
cana-2551	153	11	network	network	NOUN
cana-2551	153	12	parameters	parameter	NOUN
cana-2551	153	13	using	use	VERB
cana-2551	153	14	aro	aro	NOUN
cana-2551	153	15	the	the	DET
cana-2551	153	16	steps	step	NOUN
cana-2551	153	17	that	that	PRON
cana-2551	153	18	follow	follow	VERB
cana-2551	153	19	are	be	AUX
cana-2551	153	20	used	use	VERB
cana-2551	153	21	to	to	PART
cana-2551	153	22	adjust	adjust	VERB
cana-2551	153	23	the	the	DET
cana-2551	153	24	neural	neural	ADJ
cana-2551	153	25	network	network	NOUN
cana-2551	153	26	's	's	PART
cana-2551	153	27	parameters	parameter	NOUN
cana-2551	153	28	using	use	VERB
cana-2551	153	29	aro	aro	NOUN
cana-2551	153	30	to	to	PART
cana-2551	153	31	manage	manage	VERB
cana-2551	153	32	energy	energy	NOUN
cana-2551	153	33	in	in	ADP
cana-2551	153	34	a	a	DET
cana-2551	153	35	dc	dc	PROPN
cana-2551	153	36	microgrid	microgrid	NOUN
cana-2551	153	37	.	.	PUNCT
cana-2551	154	1	1	1	X
cana-2551	154	2	)	)	PUNCT
cana-2551	154	3	gathering	gather	VERB
cana-2551	154	4	data	datum	NOUN
cana-2551	154	5	for	for	ADP
cana-2551	154	6	neural	neural	ADJ
cana-2551	154	7	network	network	NOUN
cana-2551	154	8	training	training	NOUN
cana-2551	154	9	based	base	VERB
cana-2551	154	10	on	on	ADP
cana-2551	154	11	target	target	NOUN
cana-2551	154	12	(	(	PUNCT
cana-2551	154	13	reference	reference	NOUN
cana-2551	154	14	current	current	NOUN
cana-2551	154	15	for	for	ADP
cana-2551	154	16	battery	battery	NOUN
cana-2551	154	17	and	and	CCONJ
cana-2551	154	18	supercapacitor	supercapacitor	NOUN
cana-2551	154	19	)	)	PUNCT
cana-2551	154	20	and	and	CCONJ
cana-2551	154	21	input	input	NOUN
cana-2551	154	22	(	(	PUNCT
cana-2551	154	23	supercapacitor	supercapacitor	NOUN
cana-2551	154	24	soc	soc	NOUN
cana-2551	154	25	,	,	PUNCT
cana-2551	154	26	battery	battery	NOUN
cana-2551	154	27	soc	soc	NOUN
cana-2551	154	28	,	,	PUNCT
cana-2551	154	29	and	and	CCONJ
cana-2551	154	30	power	power	NOUN
cana-2551	154	31	balance	balance	NOUN
cana-2551	154	32	)	)	PUNCT
cana-2551	154	33	.	.	PUNCT
cana-2551	155	1	2	2	X
cana-2551	155	2	)	)	PUNCT
cana-2551	155	3	collecting	collect	VERB
cana-2551	155	4	information	information	NOUN
cana-2551	155	5	for	for	ADP
cana-2551	155	6	neural	neural	ADJ
cana-2551	155	7	network	network	NOUN
cana-2551	155	8	training	training	NOUN
cana-2551	155	9	with	with	ADP
cana-2551	155	10	target	target	NOUN
cana-2551	155	11	(	(	PUNCT
cana-2551	155	12	supercapacitor	supercapacitor	NOUN
cana-2551	155	13	and	and	CCONJ
cana-2551	155	14	battery	battery	NOUN
cana-2551	155	15	reference	reference	NOUN
cana-2551	155	16	current	current	ADJ
cana-2551	155	17	)	)	PUNCT
cana-2551	155	18	and	and	CCONJ
cana-2551	155	19	input	input	NOUN
cana-2551	155	20	(	(	PUNCT
cana-2551	155	21	power	power	NOUN
cana-2551	155	22	balance	balance	NOUN
cana-2551	155	23	,	,	PUNCT
cana-2551	155	24	supercapacitor	supercapacitor	NOUN
cana-2551	155	25	soc	soc	NOUN
cana-2551	155	26	,	,	PUNCT
cana-2551	155	27	and	and	CCONJ
cana-2551	155	28	battery	battery	NOUN
cana-2551	155	29	soc	soc	NOUN
cana-2551	155	30	)	)	PUNCT
cana-2551	155	31	in	in	ADP
cana-2551	155	32	mind	mind	NOUN
cana-2551	155	33	.	.	PUNCT
cana-2551	156	1	3	3	X
cana-2551	156	2	)	)	PUNCT
cana-2551	156	3	adjust	adjust	VERB
cana-2551	156	4	the	the	DET
cana-2551	156	5	neural	neural	ADJ
cana-2551	156	6	network	network	NOUN
cana-2551	156	7	's	's	PART
cana-2551	156	8	weights	weight	NOUN
cana-2551	156	9	and	and	CCONJ
cana-2551	156	10	bias	bias	NOUN
cana-2551	156	11	.	.	PUNCT
cana-2551	157	1	4	4	X
cana-2551	157	2	)	)	PUNCT
cana-2551	157	3	determine	determine	VERB
cana-2551	157	4	the	the	DET
cana-2551	157	5	optimal	optimal	ADJ
cana-2551	157	6	weight	weight	NOUN
cana-2551	157	7	and	and	CCONJ
cana-2551	157	8	bias	bias	NOUN
cana-2551	157	9	for	for	ADP
cana-2551	157	10	the	the	DET
cana-2551	157	11	current	current	ADJ
cana-2551	157	12	iteration	iteration	NOUN
cana-2551	157	13	by	by	ADP
cana-2551	157	14	calculating	calculate	VERB
cana-2551	157	15	the	the	DET
cana-2551	157	16	mean	mean	ADJ
cana-2551	157	17	square	square	ADJ
cana-2551	157	18	error	error	NOUN
cana-2551	157	19	for	for	ADP
cana-2551	157	20	the	the	DET
cana-2551	157	21	neural	neural	ADJ
cana-2551	157	22	network	network	NOUN
cana-2551	157	23	's	's	PART
cana-2551	157	24	updated	update	VERB
cana-2551	157	25	weight	weight	NOUN
cana-2551	157	26	and	and	CCONJ
cana-2551	157	27	bias	bias	NOUN
cana-2551	157	28	.	.	PUNCT
cana-2551	158	1	communications	communication	NOUN
cana-2551	158	2	on	on	ADP
cana-2551	158	3	applied	apply	VERB
cana-2551	158	4	nonlinear	nonlinear	ADJ
cana-2551	158	5	analysis	analysis	NOUN
cana-2551	158	6	issn	issn	NOUN
cana-2551	158	7	:	:	PUNCT
cana-2551	158	8	1074	1074	NUM
cana-2551	158	9	-	-	PUNCT
cana-2551	158	10	133x	133x	NUM
cana-2551	158	11	vol	vol	NOUN
cana-2551	158	12	32	32	NUM
cana-2551	158	13	no	no	NOUN
cana-2551	158	14	.	.	PUNCT
cana-2551	159	1	3s	3s	NUM
cana-2551	159	2	(	(	PUNCT
cana-2551	159	3	2025	2025	NUM
cana-2551	159	4	)	)	PUNCT
cana-2551	159	5	85	85	NUM
cana-2551	159	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	159	7	5	5	NUM
cana-2551	159	8	)	)	PUNCT
cana-2551	159	9	verify	verify	VERB
cana-2551	159	10	the	the	DET
cana-2551	159	11	number	number	NOUN
cana-2551	159	12	of	of	ADP
cana-2551	159	13	iterations	iteration	NOUN
cana-2551	159	14	;	;	PUNCT
cana-2551	159	15	if	if	SCONJ
cana-2551	159	16	it	it	PRON
cana-2551	159	17	is	be	AUX
cana-2551	159	18	less	less	ADJ
cana-2551	159	19	than	than	ADP
cana-2551	159	20	the	the	DET
cana-2551	159	21	aro	aro	NOUN
cana-2551	159	22	algorithm	algorithm	NOUN
cana-2551	159	23	's	's	PART
cana-2551	159	24	maximum	maximum	ADJ
cana-2551	159	25	number	number	NOUN
cana-2551	159	26	of	of	ADP
cana-2551	159	27	iterations	iteration	NOUN
cana-2551	159	28	,	,	PUNCT
cana-2551	159	29	proceed	proceed	VERB
cana-2551	159	30	to	to	PART
cana-2551	159	31	step	step	VERB
cana-2551	159	32	3	3	NUM
cana-2551	159	33	;	;	PUNCT
cana-2551	159	34	if	if	SCONJ
cana-2551	159	35	not	not	PART
cana-2551	159	36	,	,	PUNCT
cana-2551	159	37	move	move	VERB
cana-2551	159	38	on	on	ADP
cana-2551	159	39	to	to	ADP
cana-2551	159	40	the	the	DET
cana-2551	159	41	next	next	ADJ
cana-2551	159	42	phase	phase	NOUN
cana-2551	159	43	.	.	PUNCT
cana-2551	160	1	table	table	NOUN
cana-2551	160	2	2	2	NUM
cana-2551	160	3	.	.	PUNCT
cana-2551	160	4	aro	aro	NOUN
cana-2551	160	5	algorithm	algorithm	PROPN
cana-2551	160	6	pseudocode	pseudocode	PROPN
cana-2551	160	7	6	6	NUM
cana-2551	160	8	)	)	PUNCT
cana-2551	160	9	print	print	NOUN
cana-2551	160	10	the	the	DET
cana-2551	160	11	optimal	optimal	ADJ
cana-2551	160	12	weight	weight	NOUN
cana-2551	160	13	and	and	CCONJ
cana-2551	160	14	bias	bias	NOUN
cana-2551	160	15	output	output	NOUN
cana-2551	160	16	of	of	ADP
cana-2551	160	17	the	the	DET
cana-2551	160	18	neural	neural	ADJ
cana-2551	160	19	network	network	NOUN
cana-2551	160	20	using	use	VERB
cana-2551	160	21	aro	aro	NOUN
cana-2551	160	22	.	.	PUNCT
cana-2551	161	1	results	result	NOUN
cana-2551	161	2	and	and	CCONJ
cana-2551	161	3	discussion	discussion	NOUN
cana-2551	161	4	this	this	DET
cana-2551	161	5	section	section	NOUN
cana-2551	161	6	discusses	discuss	VERB
cana-2551	161	7	the	the	DET
cana-2551	161	8	aro	aro	NOUN
cana-2551	161	9	-	-	PUNCT
cana-2551	161	10	optimized	optimize	VERB
cana-2551	161	11	neural	neural	ADJ
cana-2551	161	12	network	network	NOUN
cana-2551	161	13	management	management	NOUN
cana-2551	161	14	of	of	ADP
cana-2551	161	15	energy	energy	NOUN
cana-2551	161	16	control	control	NOUN
cana-2551	161	17	for	for	ADP
cana-2551	161	18	the	the	DET
cana-2551	161	19	dc	dc	PROPN
cana-2551	161	20	microgrid	microgrid	PROPN
cana-2551	161	21	simulation	simulation	NOUN
cana-2551	161	22	results	result	NOUN
cana-2551	161	23	,	,	PUNCT
cana-2551	161	24	as	as	ADV
cana-2551	161	25	well	well	ADV
cana-2551	161	26	as	as	ADP
cana-2551	161	27	the	the	DET
cana-2551	161	28	simulation	simulation	NOUN
cana-2551	161	29	results	result	NOUN
cana-2551	161	30	of	of	ADP
cana-2551	161	31	the	the	DET
cana-2551	161	32	aro	aro	NOUN
cana-2551	161	33	-	-	PUNCT
cana-2551	161	34	tuned	tune	VERB
cana-2551	161	35	neural	neural	ADJ
cana-2551	161	36	network	network	NOUN
cana-2551	161	37	.	.	PUNCT
cana-2551	162	1	figure	figure	NOUN
cana-2551	162	2	9	9	NUM
cana-2551	162	3	displays	display	VERB
cana-2551	162	4	the	the	DET
cana-2551	162	5	total	total	ADJ
cana-2551	162	6	10000	10000	NUM
cana-2551	162	7	samples	sample	NOUN
cana-2551	162	8	that	that	PRON
cana-2551	162	9	were	be	AUX
cana-2551	162	10	gathered	gather	VERB
cana-2551	162	11	for	for	ADP
cana-2551	162	12	the	the	DET
cana-2551	162	13	power	power	NOUN
cana-2551	162	14	balance	balance	NOUN
cana-2551	162	15	sign	sign	NOUN
cana-2551	162	16	,	,	PUNCT
cana-2551	162	17	the	the	DET
cana-2551	162	18	soc	soc	NOUN
cana-2551	162	19	of	of	ADP
cana-2551	162	20	the	the	DET
cana-2551	162	21	supercapacitor	supercapacitor	NOUN
cana-2551	162	22	and	and	CCONJ
cana-2551	162	23	the	the	DET
cana-2551	162	24	battery	battery	NOUN
cana-2551	162	25	,	,	PUNCT
cana-2551	162	26	the	the	DET
cana-2551	162	27	per	per	ADP
cana-2551	162	28	unit	unit	NOUN
cana-2551	162	29	current	current	ADJ
cana-2551	162	30	reference	reference	NOUN
cana-2551	162	31	for	for	ADP
cana-2551	162	32	the	the	DET
cana-2551	162	33	battery	battery	NOUN
cana-2551	162	34	and	and	CCONJ
cana-2551	162	35	supercapacitor	supercapacitor	NOUN
cana-2551	162	36	,	,	PUNCT
cana-2551	162	37	and	and	CCONJ
cana-2551	162	38	the	the	DET
cana-2551	162	39	data	datum	NOUN
cana-2551	162	40	that	that	PRON
cana-2551	162	41	was	be	AUX
cana-2551	162	42	gathered	gather	VERB
cana-2551	162	43	for	for	ADP
cana-2551	162	44	neural	neural	ADJ
cana-2551	162	45	network	network	NOUN
cana-2551	162	46	training	training	NOUN
cana-2551	162	47	.	.	PUNCT
cana-2551	163	1	100	100	NUM
cana-2551	163	2	trials	trial	NOUN
cana-2551	163	3	were	be	AUX
cana-2551	163	4	conducted	conduct	VERB
cana-2551	163	5	to	to	PART
cana-2551	163	6	test	test	VERB
cana-2551	163	7	the	the	DET
cana-2551	163	8	aro	aro	NOUN
cana-2551	163	9	algorithm	algorithm	NOUN
cana-2551	163	10	.	.	PUNCT
cana-2551	164	1	every	every	DET
cana-2551	164	2	trial	trial	NOUN
cana-2551	164	3	involved	involve	VERB
cana-2551	164	4	100	100	NUM
cana-2551	164	5	aro	aro	NOUN
cana-2551	164	6	populations	population	NOUN
cana-2551	164	7	and	and	CCONJ
cana-2551	164	8	100	100	NUM
cana-2551	164	9	iterations	iteration	NOUN
cana-2551	164	10	.	.	PUNCT
cana-2551	165	1	top	top	ADJ
cana-2551	165	2	100	100	NUM
cana-2551	165	3	trials	trial	NOUN
cana-2551	165	4	selected	select	VERB
cana-2551	165	5	.	.	PUNCT
cana-2551	166	1	fig	fig	NOUN
cana-2551	166	2	.	.	PUNCT
cana-2551	167	1	10	10	NUM
cana-2551	167	2	displays	display	VERB
cana-2551	167	3	the	the	DET
cana-2551	167	4	final	final	ADJ
cana-2551	167	5	convergence	convergence	NOUN
cana-2551	167	6	graph	graph	NOUN
cana-2551	167	7	produced	produce	VERB
cana-2551	167	8	by	by	ADP
cana-2551	167	9	the	the	DET
cana-2551	167	10	aro	aro	NOUN
cana-2551	167	11	for	for	ADP
cana-2551	167	12	the	the	DET
cana-2551	167	13	neural	neural	ADJ
cana-2551	167	14	network	network	NOUN
cana-2551	167	15	's	's	PART
cana-2551	167	16	tuning	tuning	NOUN
cana-2551	167	17	.	.	PUNCT
cana-2551	168	1	about	about	ADP
cana-2551	168	2	0.98	0.98	NUM
cana-2551	168	3	is	be	AUX
cana-2551	168	4	the	the	DET
cana-2551	168	5	optimal	optimal	ADJ
cana-2551	168	6	fitness	fitness	NOUN
cana-2551	168	7	function	function	NOUN
cana-2551	168	8	value	value	NOUN
cana-2551	168	9	that	that	PRON
cana-2551	168	10	is	be	AUX
cana-2551	168	11	kept	keep	VERB
cana-2551	168	12	.	.	PUNCT
cana-2551	169	1	at	at	ADP
cana-2551	169	2	the	the	DET
cana-2551	169	3	50th	50th	ADJ
cana-2551	169	4	iteration	iteration	NOUN
cana-2551	169	5	,	,	PUNCT
cana-2551	169	6	the	the	DET
cana-2551	169	7	optimal	optimal	ADJ
cana-2551	169	8	value	value	NOUN
cana-2551	169	9	was	be	AUX
cana-2551	169	10	reached	reach	VERB
cana-2551	169	11	.	.	PUNCT
cana-2551	170	1	figure	figure	VERB
cana-2551	170	2	11	11	NUM
cana-2551	170	3	displays	display	VERB
cana-2551	170	4	the	the	DET
cana-2551	170	5	regression	regression	NOUN
cana-2551	170	6	plot	plot	NOUN
cana-2551	170	7	of	of	ADP
cana-2551	170	8	the	the	DET
cana-2551	170	9	aro	aro	NOUN
cana-2551	170	10	-	-	PUNCT
cana-2551	170	11	tuned	tune	VERB
cana-2551	170	12	neural	neural	ADJ
cana-2551	170	13	network	network	NOUN
cana-2551	170	14	.	.	PUNCT
cana-2551	171	1	regression	regression	NOUN
cana-2551	171	2	values	value	NOUN
cana-2551	171	3	are	be	AUX
cana-2551	171	4	as	as	SCONJ
cana-2551	171	5	follows	follow	VERB
cana-2551	171	6	:	:	PUNCT
cana-2551	171	7	0.979	0.979	NUM
cana-2551	171	8	for	for	ADP
cana-2551	171	9	training	training	NOUN
cana-2551	171	10	,	,	PUNCT
cana-2551	171	11	0.977	0.977	NUM
cana-2551	171	12	for	for	ADP
cana-2551	171	13	testing	testing	NOUN
cana-2551	171	14	,	,	PUNCT
cana-2551	171	15	0.98	0.98	NUM
cana-2551	171	16	for	for	ADP
cana-2551	171	17	validation	validation	NOUN
cana-2551	171	18	,	,	PUNCT
cana-2551	171	19	and	and	CCONJ
cana-2551	171	20	0.979	0.979	NUM
cana-2551	171	21	overall	overall	NOUN
cana-2551	171	22	.	.	PUNCT
cana-2551	172	1	this	this	DET
cana-2551	172	2	score	score	NOUN
cana-2551	172	3	indicates	indicate	VERB
cana-2551	172	4	that	that	SCONJ
cana-2551	172	5	the	the	DET
cana-2551	172	6	neural	neural	ADJ
cana-2551	172	7	network	network	NOUN
cana-2551	172	8	has	have	AUX
cana-2551	172	9	received	receive	VERB
cana-2551	172	10	good	good	ADJ
cana-2551	172	11	aro	aro	NOUN
cana-2551	172	12	training	training	NOUN
cana-2551	172	13	.	.	PUNCT
cana-2551	173	1	the	the	DET
cana-2551	173	2	trained	train	VERB
cana-2551	173	3	neural	neural	ADJ
cana-2551	173	4	network	network	NOUN
cana-2551	173	5	is	be	AUX
cana-2551	173	6	employed	employ	VERB
cana-2551	173	7	for	for	ADP
cana-2551	173	8	the	the	DET
cana-2551	173	9	ems	ems	PROPN
cana-2551	173	10	in	in	ADP
cana-2551	173	11	the	the	DET
cana-2551	173	12	dc	dc	PROPN
cana-2551	173	13	microgrid	microgrid	PROPN
cana-2551	173	14	once	once	SCONJ
cana-2551	173	15	the	the	DET
cana-2551	173	16	training	training	NOUN
cana-2551	173	17	phase	phase	NOUN
cana-2551	173	18	is	be	AUX
cana-2551	173	19	complete	complete	ADJ
cana-2551	173	20	.	.	PUNCT
cana-2551	174	1	communications	communication	NOUN
cana-2551	174	2	on	on	ADP
cana-2551	174	3	applied	apply	VERB
cana-2551	174	4	nonlinear	nonlinear	ADJ
cana-2551	174	5	analysis	analysis	NOUN
cana-2551	174	6	issn	issn	NOUN
cana-2551	174	7	:	:	PUNCT
cana-2551	174	8	1074	1074	NUM
cana-2551	174	9	-	-	PUNCT
cana-2551	174	10	133x	133x	NUM
cana-2551	174	11	vol	vol	NOUN
cana-2551	174	12	32	32	NUM
cana-2551	174	13	no	no	NOUN
cana-2551	174	14	.	.	PUNCT
cana-2551	175	1	3s	3s	NUM
cana-2551	175	2	(	(	PUNCT
cana-2551	175	3	2025	2025	NUM
cana-2551	175	4	)	)	PUNCT
cana-2551	175	5	86	86	NUM
cana-2551	175	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	175	7	figure	figure	NOUN
cana-2551	175	8	9	9	NUM
cana-2551	175	9	.	.	PUNCT
cana-2551	175	10	neural	neural	ADJ
cana-2551	175	11	network	network	NOUN
cana-2551	175	12	training	training	NOUN
cana-2551	175	13	process	process	NOUN
cana-2551	175	14	data	datum	NOUN
cana-2551	175	15	figure	figure	NOUN
cana-2551	175	16	10	10	NUM
cana-2551	175	17	.	.	PUNCT
cana-2551	176	1	nntp	nntp	NOUN
cana-2551	176	2	aro	aro	PROPN
cana-2551	176	3	convergence	convergence	PROPN
cana-2551	176	4	plot	plot	NOUN
cana-2551	176	5	figure	figure	NOUN
cana-2551	176	6	11	11	NUM
cana-2551	176	7	.	.	PUNCT
cana-2551	177	1	aro	aro	PROPN
cana-2551	177	2	nntp	nntp	PROPN
cana-2551	177	3	regression	regression	PROPN
cana-2551	177	4	plot	plot	NOUN
cana-2551	177	5	the	the	DET
cana-2551	177	6	details	detail	NOUN
cana-2551	177	7	of	of	ADP
cana-2551	177	8	a	a	DET
cana-2551	177	9	pv	pv	NOUN
cana-2551	177	10	,	,	PUNCT
cana-2551	177	11	battery	battery	NOUN
cana-2551	177	12	,	,	PUNCT
cana-2551	177	13	and	and	CCONJ
cana-2551	177	14	supercapacitor	supercapacitor	NOUN
cana-2551	177	15	-	-	PUNCT
cana-2551	177	16	based	base	VERB
cana-2551	177	17	dc	dc	PROPN
cana-2551	177	18	microgrid	microgrid	PROPN
cana-2551	177	19	are	be	AUX
cana-2551	177	20	shown	show	VERB
cana-2551	177	21	in	in	ADP
cana-2551	177	22	table	table	NOUN
cana-2551	177	23	3	3	NUM
cana-2551	177	24	.	.	PUNCT
cana-2551	178	1	the	the	DET
cana-2551	178	2	following	follow	VERB
cana-2551	178	3	numerical	numerical	ADJ
cana-2551	178	4	values	value	NOUN
cana-2551	178	5	are	be	AUX
cana-2551	178	6	included	include	VERB
cana-2551	178	7	in	in	ADP
cana-2551	178	8	table	table	NOUN
cana-2551	178	9	3	3	NUM
cana-2551	178	10	:	:	PUNCT
cana-2551	178	11	pv	pv	NOUN
cana-2551	178	12	power	power	NOUN
cana-2551	178	13	of	of	ADP
cana-2551	178	14	2000	2000	NUM
cana-2551	178	15	w	w	NOUN
cana-2551	178	16	,	,	PUNCT
cana-2551	178	17	pv	pv	ADJ
cana-2551	178	18	voltage	voltage	NOUN
cana-2551	178	19	of	of	ADP
cana-2551	178	20	245	245	NUM
cana-2551	178	21	v	v	NOUN
cana-2551	178	22	,	,	PUNCT
cana-2551	178	23	and	and	CCONJ
cana-2551	178	24	pv	pv	INTJ
cana-2551	178	25	current	current	NOUN
cana-2551	178	26	of	of	ADP
cana-2551	178	27	8.16	8.16	NUM
cana-2551	178	28	a.	a.	NOUN
cana-2551	178	29	the	the	DET
cana-2551	178	30	battery	battery	NOUN
cana-2551	178	31	has	have	VERB
cana-2551	178	32	a	a	DET
cana-2551	178	33	nominal	nominal	ADJ
cana-2551	178	34	discharge	discharge	NOUN
cana-2551	178	35	current	current	NOUN
cana-2551	178	36	of	of	ADP
cana-2551	178	37	20.8	20.8	NUM
cana-2551	178	38	a	a	PRON
cana-2551	178	39	,	,	PUNCT
cana-2551	178	40	a	a	DET
cana-2551	178	41	rating	rating	NOUN
cana-2551	178	42	of	of	ADP
cana-2551	178	43	48	48	NUM
cana-2551	178	44	ah	ah	INTJ
cana-2551	178	45	,	,	PUNCT
cana-2551	178	46	and	and	CCONJ
cana-2551	178	47	a	a	DET
cana-2551	178	48	voltage	voltage	NOUN
cana-2551	178	49	of	of	ADP
cana-2551	178	50	240	240	NUM
cana-2551	178	51	v.	v.	ADP
cana-2551	178	52	with	with	ADP
cana-2551	178	53	18	18	NUM
cana-2551	178	54	series	series	NOUN
cana-2551	178	55	capacitors	capacitor	NOUN
cana-2551	178	56	and	and	CCONJ
cana-2551	178	57	a	a	DET
cana-2551	178	58	voltage	voltage	NOUN
cana-2551	178	59	of	of	ADP
cana-2551	178	60	300	300	NUM
cana-2551	178	61	v	v	NOUN
cana-2551	178	62	,	,	PUNCT
cana-2551	178	63	the	the	DET
cana-2551	178	64	supercapacitor	supercapacitor	NOUN
cana-2551	178	65	has	have	VERB
cana-2551	178	66	a	a	DET
cana-2551	178	67	capacitance	capacitance	NOUN
cana-2551	178	68	of	of	ADP
cana-2551	178	69	99.5	99.5	NUM
cana-2551	178	70	f.	f.	NOUN
cana-2551	178	71	the	the	DET
cana-2551	178	72	dc	dc	PROPN
cana-2551	178	73	load	load	NOUN
cana-2551	178	74	has	have	VERB
cana-2551	178	75	two	two	NUM
cana-2551	178	76	types	type	NOUN
cana-2551	178	77	of	of	ADP
cana-2551	178	78	loads	load	NOUN
cana-2551	178	79	:	:	PUNCT
cana-2551	178	80	a	a	DET
cana-2551	178	81	constant	constant	ADJ
cana-2551	178	82	500	500	NUM
cana-2551	178	83	w	w	NOUN
cana-2551	178	84	load	load	NOUN
cana-2551	178	85	and	and	CCONJ
cana-2551	178	86	a	a	DET
cana-2551	178	87	variable	variable	ADJ
cana-2551	178	88	load	load	NOUN
cana-2551	178	89	that	that	PRON
cana-2551	178	90	varies	vary	VERB
cana-2551	178	91	between	between	ADP
cana-2551	178	92	700	700	NUM
cana-2551	178	93	and	and	CCONJ
cana-2551	178	94	1000	1000	NUM
cana-2551	178	95	w.	w.	NOUN
cana-2551	178	96	it	it	PRON
cana-2551	178	97	runs	run	VERB
cana-2551	178	98	at	at	ADP
cana-2551	178	99	a	a	DET
cana-2551	178	100	voltage	voltage	NOUN
cana-2551	178	101	of	of	ADP
cana-2551	178	102	200	200	NUM
cana-2551	178	103	v.	v.	ADP
cana-2551	178	104	further	further	ADJ
cana-2551	178	105	information	information	NOUN
cana-2551	178	106	includes	include	VERB
cana-2551	178	107	the	the	DET
cana-2551	178	108	values	value	NOUN
cana-2551	178	109	of	of	ADP
cana-2551	178	110	the	the	DET
cana-2551	178	111	inductor	inductor	NOUN
cana-2551	178	112	and	and	CCONJ
cana-2551	178	113	capacitor	capacitor	NOUN
cana-2551	178	114	for	for	ADP
cana-2551	178	115	the	the	DET
cana-2551	178	116	pv	pv	NOUN
cana-2551	178	117	,	,	PUNCT
cana-2551	178	118	battery	battery	NOUN
cana-2551	178	119	,	,	PUNCT
cana-2551	178	120	and	and	CCONJ
cana-2551	178	121	supercapacitor	supercapacitor	NOUN
cana-2551	178	122	converter	converter	NOUN
cana-2551	178	123	,	,	PUNCT
cana-2551	178	124	which	which	PRON
cana-2551	178	125	are	be	AUX
cana-2551	178	126	116.4	116.4	NUM
cana-2551	178	127	mh	mh	NOUN
cana-2551	178	128	and	and	CCONJ
cana-2551	178	129	48	48	NUM
cana-2551	178	130	µf	µf	NOUN
cana-2551	178	131	,	,	PUNCT
cana-2551	178	132	respectively	respectively	ADV
cana-2551	178	133	.	.	PUNCT
cana-2551	179	1	this	this	DET
cana-2551	179	2	converter	converter	NOUN
cana-2551	179	3	has	have	VERB
cana-2551	179	4	a	a	DET
cana-2551	179	5	switching	switch	VERB
cana-2551	179	6	frequency	frequency	NOUN
cana-2551	179	7	of	of	ADP
cana-2551	179	8	10	10	NUM
cana-2551	179	9	khz	khz	NOUN
cana-2551	179	10	.	.	PUNCT
cana-2551	180	1	gains	gain	NOUN
cana-2551	180	2	of	of	ADP
cana-2551	180	3	0.05	0.05	NUM
cana-2551	180	4	for	for	ADP
cana-2551	180	5	the	the	DET
cana-2551	180	6	dc	dc	PROPN
cana-2551	180	7	bus	bus	NOUN
cana-2551	180	8	voltage	voltage	NOUN
cana-2551	180	9	controller	controller	NOUN
cana-2551	180	10	,	,	PUNCT
cana-2551	180	11	0.1	0.1	NUM
cana-2551	180	12	for	for	ADP
cana-2551	180	13	the	the	DET
cana-2551	180	14	battery	battery	NOUN
cana-2551	180	15	and	and	CCONJ
cana-2551	180	16	supercapacitor	supercapacitor	ADJ
cana-2551	180	17	current	current	ADJ
cana-2551	180	18	controller	controller	NOUN
cana-2551	180	19	,	,	PUNCT
cana-2551	180	20	and	and	CCONJ
cana-2551	180	21	0.1	0.1	NUM
cana-2551	180	22	for	for	ADP
cana-2551	180	23	the	the	DET
cana-2551	180	24	dc	dc	PROPN
cana-2551	180	25	load	load	NOUN
cana-2551	180	26	buck	buck	PROPN
cana-2551	180	27	converter	converter	NOUN
cana-2551	180	28	voltage	voltage	NOUN
cana-2551	180	29	controller	controller	NOUN
cana-2551	180	30	are	be	AUX
cana-2551	180	31	among	among	ADP
cana-2551	180	32	the	the	DET
cana-2551	180	33	control	control	NOUN
cana-2551	180	34	parameters	parameter	NOUN
cana-2551	180	35	that	that	PRON
cana-2551	180	36	are	be	AUX
cana-2551	180	37	also	also	ADV
cana-2551	180	38	given	give	VERB
cana-2551	180	39	.	.	PUNCT
cana-2551	181	1	the	the	DET
cana-2551	181	2	100	100	NUM
cana-2551	181	3	mh	mh	PROPN
cana-2551	181	4	inductor	inductor	NOUN
cana-2551	181	5	,	,	PUNCT
cana-2551	181	6	0.6	0.6	NUM
cana-2551	181	7	µf	µf	NOUN
cana-2551	181	8	capacitor	capacitor	NOUN
cana-2551	181	9	,	,	PUNCT
cana-2551	181	10	and	and	CCONJ
cana-2551	181	11	10	10	NUM
cana-2551	181	12	khz	khz	NOUN
cana-2551	181	13	communications	communication	NOUN
cana-2551	181	14	on	on	ADP
cana-2551	181	15	applied	apply	VERB
cana-2551	181	16	nonlinear	nonlinear	ADJ
cana-2551	181	17	analysis	analysis	NOUN
cana-2551	181	18	issn	issn	NOUN
cana-2551	181	19	:	:	PUNCT
cana-2551	181	20	1074	1074	NUM
cana-2551	181	21	-	-	PUNCT
cana-2551	181	22	133x	133x	NUM
cana-2551	181	23	vol	vol	NOUN
cana-2551	181	24	32	32	NUM
cana-2551	181	25	no	no	NOUN
cana-2551	181	26	.	.	PUNCT
cana-2551	182	1	3s	3s	NUM
cana-2551	182	2	(	(	PUNCT
cana-2551	182	3	2025	2025	NUM
cana-2551	182	4	)	)	PUNCT
cana-2551	182	5	87	87	NUM
cana-2551	182	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	182	7	switching	switch	VERB
cana-2551	182	8	frequency	frequency	NOUN
cana-2551	182	9	define	define	VERB
cana-2551	182	10	the	the	DET
cana-2551	182	11	dc	dc	PROPN
cana-2551	182	12	load	load	NOUN
cana-2551	182	13	buck	buck	NOUN
cana-2551	182	14	converter	converter	NOUN
cana-2551	182	15	.	.	PUNCT
cana-2551	183	1	the	the	DET
cana-2551	183	2	simulation	simulation	NOUN
cana-2551	183	3	model	model	NOUN
cana-2551	183	4	was	be	AUX
cana-2551	183	5	tested	test	VERB
cana-2551	183	6	under	under	ADP
cana-2551	183	7	simultaneous	simultaneous	ADJ
cana-2551	183	8	variations	variation	NOUN
cana-2551	183	9	in	in	ADP
cana-2551	183	10	load	load	NOUN
cana-2551	183	11	and	and	CCONJ
cana-2551	183	12	irradiance	irradiance	NOUN
cana-2551	183	13	conditions	condition	NOUN
cana-2551	183	14	.	.	PUNCT
cana-2551	184	1	the	the	DET
cana-2551	184	2	working	work	VERB
cana-2551	184	3	conditions	condition	NOUN
cana-2551	184	4	of	of	ADP
cana-2551	184	5	a	a	DET
cana-2551	184	6	pv	pv	NOUN
cana-2551	184	7	,	,	PUNCT
cana-2551	184	8	battery	battery	NOUN
cana-2551	184	9	,	,	PUNCT
cana-2551	184	10	and	and	CCONJ
cana-2551	184	11	supercapacitor	supercapacitor	NOUN
cana-2551	184	12	-	-	PUNCT
cana-2551	184	13	based	base	VERB
cana-2551	184	14	dc	dc	PROPN
cana-2551	184	15	microgrid	microgrid	PROPN
cana-2551	184	16	are	be	AUX
cana-2551	184	17	shown	show	VERB
cana-2551	184	18	in	in	ADP
cana-2551	184	19	table	table	NOUN
cana-2551	184	20	4	4	NUM
cana-2551	184	21	for	for	ADP
cana-2551	184	22	various	various	ADJ
cana-2551	184	23	time	time	NOUN
cana-2551	184	24	periods	period	NOUN
cana-2551	184	25	.	.	PUNCT
cana-2551	185	1	the	the	DET
cana-2551	185	2	irradiance	irradiance	NOUN
cana-2551	185	3	levels	level	NOUN
cana-2551	185	4	at	at	ADP
cana-2551	185	5	each	each	DET
cana-2551	185	6	interval	interval	NOUN
cana-2551	185	7	,	,	PUNCT
cana-2551	185	8	expressed	express	VERB
cana-2551	185	9	in	in	ADP
cana-2551	185	10	w	w	PROPN
cana-2551	185	11	/	/	SYM
cana-2551	185	12	m2	m2	PROPN
cana-2551	185	13	,	,	PUNCT
cana-2551	185	14	are	be	AUX
cana-2551	185	15	displayed	display	VERB
cana-2551	185	16	in	in	ADP
cana-2551	185	17	table	table	NOUN
cana-2551	185	18	4	4	NUM
cana-2551	185	19	.	.	PUNCT
cana-2551	186	1	in	in	ADP
cana-2551	186	2	the	the	DET
cana-2551	186	3	first	first	ADJ
cana-2551	186	4	two	two	NUM
cana-2551	186	5	seconds	second	NOUN
cana-2551	186	6	,	,	PUNCT
cana-2551	186	7	the	the	DET
cana-2551	186	8	irradiance	irradiance	NOUN
cana-2551	186	9	is	be	AUX
cana-2551	186	10	1000	1000	NUM
cana-2551	186	11	w	w	PROPN
cana-2551	186	12	/	/	SYM
cana-2551	186	13	m2	m2	PROPN
cana-2551	186	14	,	,	PUNCT
cana-2551	186	15	then	then	ADV
cana-2551	186	16	800	800	NUM
cana-2551	186	17	w	w	PROPN
cana-2551	186	18	/	/	SYM
cana-2551	186	19	m2	m2	PROPN
cana-2551	186	20	,	,	PUNCT
cana-2551	186	21	then	then	ADV
cana-2551	186	22	500	500	NUM
cana-2551	186	23	w	w	PROPN
cana-2551	186	24	/	/	SYM
cana-2551	186	25	m2	m2	PROPN
cana-2551	186	26	,	,	PUNCT
cana-2551	186	27	then	then	ADV
cana-2551	186	28	800	800	NUM
cana-2551	186	29	w	w	PROPN
cana-2551	186	30	/	/	SYM
cana-2551	186	31	m2	m2	PROPN
cana-2551	186	32	,	,	PUNCT
cana-2551	186	33	then	then	ADV
cana-2551	186	34	300	300	NUM
cana-2551	186	35	w	w	NOUN
cana-2551	186	36	/	/	SYM
cana-2551	186	37	m2	m2	PROPN
cana-2551	186	38	,	,	PUNCT
cana-2551	186	39	then	then	ADV
cana-2551	186	40	400	400	NUM
cana-2551	186	41	w	w	NOUN
cana-2551	186	42	/	/	SYM
cana-2551	186	43	m2	m2	PROPN
cana-2551	186	44	,	,	PUNCT
cana-2551	186	45	and	and	CCONJ
cana-2551	186	46	lastly	lastly	ADV
cana-2551	186	47	,	,	PUNCT
cana-2551	186	48	100	100	NUM
cana-2551	186	49	w	w	NOUN
cana-2551	186	50	/	/	SYM
cana-2551	186	51	m2	m2	PROPN
cana-2551	186	52	from	from	ADP
cana-2551	186	53	the	the	DET
cana-2551	186	54	fifth	fifth	ADJ
cana-2551	186	55	to	to	ADP
cana-2551	186	56	sixth	sixth	ADJ
cana-2551	186	57	second	second	NOUN
cana-2551	186	58	.	.	PUNCT
cana-2551	187	1	furthermore	furthermore	ADV
cana-2551	187	2	,	,	PUNCT
cana-2551	187	3	the	the	DET
cana-2551	187	4	dc	dc	PROPN
cana-2551	187	5	load	load	NOUN
cana-2551	187	6	power	power	NOUN
cana-2551	187	7	,	,	PUNCT
cana-2551	187	8	expressed	express	VERB
cana-2551	187	9	in	in	ADP
cana-2551	187	10	w	w	PROPN
cana-2551	187	11	,	,	PUNCT
cana-2551	187	12	for	for	SCONJ
cana-2551	187	13	the	the	DET
cana-2551	187	14	designated	designate	VERB
cana-2551	187	15	time	time	NOUN
cana-2551	187	16	intervals	interval	NOUN
cana-2551	187	17	is	be	AUX
cana-2551	187	18	shown	show	VERB
cana-2551	187	19	in	in	ADP
cana-2551	187	20	table	table	NOUN
cana-2551	187	21	4	4	NUM
cana-2551	187	22	.	.	PUNCT
cana-2551	188	1	the	the	DET
cana-2551	188	2	dc	dc	PROPN
cana-2551	188	3	load	load	NOUN
cana-2551	188	4	power	power	NOUN
cana-2551	188	5	is	be	AUX
cana-2551	188	6	1200	1200	NUM
cana-2551	188	7	w	w	NOUN
cana-2551	188	8	between	between	ADP
cana-2551	188	9	0	0	NUM
cana-2551	188	10	and	and	CCONJ
cana-2551	188	11	0.5	0.5	NUM
cana-2551	188	12	s	s	NOUN
cana-2551	188	13	,	,	PUNCT
cana-2551	188	14	1400	1400	NUM
cana-2551	188	15	w	w	NOUN
cana-2551	188	16	between	between	ADP
cana-2551	188	17	0.5	0.5	NUM
cana-2551	188	18	and	and	CCONJ
cana-2551	188	19	1.5	1.5	NUM
cana-2551	188	20	s	s	NOUN
cana-2551	188	21	,	,	PUNCT
cana-2551	188	22	1300	1300	NUM
cana-2551	188	23	w	w	NOUN
cana-2551	188	24	between	between	ADP
cana-2551	188	25	1.5	1.5	NUM
cana-2551	188	26	and	and	CCONJ
cana-2551	188	27	2.5	2.5	NUM
cana-2551	188	28	s	s	NOUN
cana-2551	188	29	,	,	PUNCT
cana-2551	188	30	1500	1500	NUM
cana-2551	188	31	w	w	NOUN
cana-2551	188	32	again	again	ADV
cana-2551	188	33	between	between	ADP
cana-2551	188	34	2.5	2.5	NUM
cana-2551	188	35	and	and	CCONJ
cana-2551	188	36	3.5	3.5	NUM
cana-2551	188	37	s	s	NOUN
cana-2551	188	38	,	,	PUNCT
cana-2551	188	39	1200	1200	NUM
cana-2551	188	40	w	w	ADP
cana-2551	188	41	again	again	ADV
cana-2551	188	42	between	between	ADP
cana-2551	188	43	3.5	3.5	NUM
cana-2551	188	44	and	and	CCONJ
cana-2551	188	45	4.5	4.5	NUM
cana-2551	188	46	s	s	NOUN
cana-2551	188	47	,	,	PUNCT
cana-2551	188	48	and	and	CCONJ
cana-2551	188	49	finally	finally	ADV
cana-2551	188	50	,	,	PUNCT
cana-2551	188	51	1300	1300	NUM
cana-2551	188	52	w	w	NOUN
cana-2551	188	53	between	between	ADP
cana-2551	188	54	4.5	4.5	NUM
cana-2551	188	55	and	and	CCONJ
cana-2551	188	56	5	5	NUM
cana-2551	188	57	s.	s.	PROPN
cana-2551	188	58	the	the	DET
cana-2551	188	59	dc	dc	PROPN
cana-2551	188	60	load	load	NOUN
cana-2551	188	61	power	power	NOUN
cana-2551	188	62	is	be	AUX
cana-2551	188	63	1200	1200	NUM
cana-2551	188	64	w	w	NOUN
cana-2551	188	65	between	between	ADP
cana-2551	188	66	0	0	NUM
cana-2551	188	67	and	and	CCONJ
cana-2551	188	68	0.5	0.5	NUM
cana-2551	188	69	s	s	NOUN
cana-2551	188	70	,	,	PUNCT
cana-2551	188	71	1400	1400	NUM
cana-2551	188	72	w	w	NOUN
cana-2551	188	73	between	between	ADP
cana-2551	188	74	0.5	0.5	NUM
cana-2551	188	75	and	and	CCONJ
cana-2551	188	76	1.5	1.5	NUM
cana-2551	188	77	s	s	NOUN
cana-2551	188	78	,	,	PUNCT
cana-2551	188	79	1300	1300	NUM
cana-2551	188	80	w	w	NOUN
cana-2551	188	81	between	between	ADP
cana-2551	188	82	1.5	1.5	NUM
cana-2551	188	83	and	and	CCONJ
cana-2551	188	84	2.5	2.5	NUM
cana-2551	188	85	s	s	NOUN
cana-2551	188	86	,	,	PUNCT
cana-2551	188	87	1500	1500	NUM
cana-2551	188	88	w	w	NOUN
cana-2551	188	89	again	again	ADV
cana-2551	188	90	between	between	ADP
cana-2551	188	91	2.5	2.5	NUM
cana-2551	188	92	and	and	CCONJ
cana-2551	188	93	3.5	3.5	NUM
cana-2551	188	94	s	s	NOUN
cana-2551	188	95	,	,	PUNCT
cana-2551	188	96	1200	1200	NUM
cana-2551	188	97	w	w	ADP
cana-2551	188	98	again	again	ADV
cana-2551	188	99	between	between	ADP
cana-2551	188	100	3.5	3.5	NUM
cana-2551	188	101	and	and	CCONJ
cana-2551	188	102	4.5	4.5	NUM
cana-2551	188	103	s	s	NOUN
cana-2551	188	104	,	,	PUNCT
cana-2551	188	105	and	and	CCONJ
cana-2551	188	106	finally	finally	ADV
cana-2551	188	107	,	,	PUNCT
cana-2551	188	108	1300	1300	NUM
cana-2551	188	109	w	w	NOUN
cana-2551	188	110	between	between	ADP
cana-2551	188	111	4.5	4.5	NUM
cana-2551	188	112	and	and	CCONJ
cana-2551	188	113	5	5	NUM
cana-2551	188	114	s.	s.	PROPN
cana-2551	188	115	table	table	NOUN
cana-2551	188	116	3	3	PROPN
cana-2551	188	117	.	.	NOUN
cana-2551	188	118	specification	specification	NOUN
cana-2551	188	119	of	of	ADP
cana-2551	188	120	parameters	parameter	NOUN
cana-2551	188	121	of	of	ADP
cana-2551	188	122	pv	pv	NOUN
cana-2551	188	123	,	,	PUNCT
cana-2551	188	124	battery	battery	NOUN
cana-2551	188	125	and	and	CCONJ
cana-2551	188	126	supercapacitor	supercapacitor	NOUN
cana-2551	188	127	-	-	PUNCT
cana-2551	188	128	based	base	VERB
cana-2551	188	129	dc	dc	PROPN
cana-2551	188	130	microgrid	microgrid	PROPN
cana-2551	188	131	.	.	PUNCT
cana-2551	189	1	table	table	NOUN
cana-2551	189	2	4	4	NUM
cana-2551	189	3	.	.	PUNCT
cana-2551	189	4	operating	operating	NOUN
cana-2551	189	5	conditions	condition	NOUN
cana-2551	189	6	of	of	ADP
cana-2551	189	7	pv	pv	NOUN
cana-2551	189	8	,	,	PUNCT
cana-2551	189	9	battery	battery	NOUN
cana-2551	189	10	and	and	CCONJ
cana-2551	189	11	supercapacitor	supercapacitor	NOUN
cana-2551	189	12	-	-	PUNCT
cana-2551	189	13	based	base	VERB
cana-2551	189	14	dc	dc	PROPN
cana-2551	189	15	microgrid	microgrid	PROPN
cana-2551	189	16	.	.	PUNCT
cana-2551	190	1	the	the	DET
cana-2551	190	2	pv	pv	PROPN
cana-2551	190	3	voltage	voltage	NOUN
cana-2551	190	4	,	,	PUNCT
cana-2551	190	5	current	current	ADJ
cana-2551	190	6	,	,	PUNCT
cana-2551	190	7	and	and	CCONJ
cana-2551	190	8	power	power	NOUN
cana-2551	190	9	simulation	simulation	NOUN
cana-2551	190	10	results	result	VERB
cana-2551	190	11	for	for	SCONJ
cana-2551	190	12	the	the	DET
cana-2551	190	13	dc	dc	PROPN
cana-2551	190	14	microgrid	microgrid	PROPN
cana-2551	190	15	are	be	AUX
cana-2551	190	16	displayed	display	VERB
cana-2551	190	17	in	in	ADP
cana-2551	190	18	fig	fig	NOUN
cana-2551	190	19	.	.	PUNCT
cana-2551	191	1	12	12	NUM
cana-2551	191	2	.	.	PUNCT
cana-2551	192	1	the	the	DET
cana-2551	192	2	pv	pv	NOUN
cana-2551	192	3	voltage	voltage	NOUN
cana-2551	192	4	,	,	PUNCT
cana-2551	192	5	current	current	ADJ
cana-2551	192	6	,	,	PUNCT
cana-2551	192	7	and	and	CCONJ
cana-2551	192	8	power	power	NOUN
cana-2551	192	9	output	output	NOUN
cana-2551	192	10	of	of	ADP
cana-2551	192	11	a	a	DET
cana-2551	192	12	dc	dc	PROPN
cana-2551	192	13	microgrid	microgrid	NOUN
cana-2551	192	14	at	at	ADP
cana-2551	192	15	various	various	ADJ
cana-2551	192	16	irradiance	irradiance	NOUN
cana-2551	192	17	levels	level	NOUN
cana-2551	192	18	are	be	AUX
cana-2551	192	19	shown	show	VERB
cana-2551	192	20	in	in	ADP
cana-2551	192	21	table	table	NOUN
cana-2551	192	22	5	5	NUM
cana-2551	192	23	and	and	CCONJ
cana-2551	192	24	are	be	AUX
cana-2551	192	25	expressed	express	VERB
cana-2551	192	26	in	in	ADP
cana-2551	192	27	w	w	PROPN
cana-2551	192	28	/	/	SYM
cana-2551	192	29	m2	m2	PROPN
cana-2551	192	30	.	.	PUNCT
cana-2551	193	1	the	the	DET
cana-2551	193	2	pv	pv	PROPN
cana-2551	193	3	voltage	voltage	NOUN
cana-2551	193	4	is	be	AUX
cana-2551	193	5	245	245	NUM
cana-2551	193	6	v	v	NOUN
cana-2551	193	7	,	,	PUNCT
cana-2551	193	8	the	the	DET
cana-2551	193	9	pv	pv	PROPN
cana-2551	193	10	current	current	NOUN
cana-2551	193	11	is	be	AUX
cana-2551	193	12	8.15	8.15	NUM
cana-2551	193	13	a	a	NOUN
cana-2551	193	14	,	,	PUNCT
cana-2551	193	15	and	and	CCONJ
cana-2551	193	16	the	the	DET
cana-2551	193	17	pv	pv	PROPN
cana-2551	193	18	power	power	NOUN
cana-2551	193	19	output	output	NOUN
cana-2551	193	20	is	be	AUX
cana-2551	193	21	1998	1998	NUM
cana-2551	193	22	w	w	NOUN
cana-2551	193	23	at	at	ADP
cana-2551	193	24	an	an	DET
cana-2551	193	25	intensity	intensity	NOUN
cana-2551	193	26	of	of	ADP
cana-2551	193	27	1000	1000	NUM
cana-2551	193	28	w	w	PROPN
cana-2551	193	29	/	/	SYM
cana-2551	193	30	m2	m2	PROPN
cana-2551	193	31	.	.	PUNCT
cana-2551	194	1	pv	pv	PROPN
cana-2551	194	2	voltage	voltage	NOUN
cana-2551	194	3	and	and	CCONJ
cana-2551	194	4	current	current	ADJ
cana-2551	194	5	stay	stay	VERB
cana-2551	194	6	constant	constant	ADJ
cana-2551	194	7	at	at	ADP
cana-2551	194	8	245	245	NUM
cana-2551	194	9	v	v	NOUN
cana-2551	194	10	and	and	CCONJ
cana-2551	194	11	6.52	6.52	NUM
cana-2551	194	12	a	a	PRON
cana-2551	194	13	,	,	PUNCT
cana-2551	194	14	respectively	respectively	ADV
cana-2551	194	15	,	,	PUNCT
cana-2551	194	16	when	when	SCONJ
cana-2551	194	17	the	the	DET
cana-2551	194	18	irradiance	irradiance	NOUN
cana-2551	194	19	drops	drop	VERB
cana-2551	194	20	to	to	ADP
cana-2551	194	21	800	800	NUM
cana-2551	194	22	w	w	PROPN
cana-2551	194	23	/	/	SYM
cana-2551	194	24	m2	m2	PROPN
cana-2551	194	25	,	,	PUNCT
cana-2551	194	26	yielding	yield	VERB
cana-2551	194	27	a	a	DET
cana-2551	194	28	pv	pv	NOUN
cana-2551	194	29	power	power	NOUN
cana-2551	194	30	output	output	NOUN
cana-2551	194	31	of	of	ADP
cana-2551	194	32	1599	1599	NUM
cana-2551	194	33	w.	w.	NOUN
cana-2551	194	34	when	when	SCONJ
cana-2551	194	35	irradiance	irradiance	NOUN
cana-2551	194	36	is	be	AUX
cana-2551	194	37	further	far	ADV
cana-2551	194	38	reduced	reduce	VERB
cana-2551	194	39	to	to	ADP
cana-2551	194	40	500	500	NUM
cana-2551	194	41	w	w	PROPN
cana-2551	194	42	/	/	SYM
cana-2551	194	43	m2	m2	PROPN
cana-2551	194	44	,	,	PUNCT
cana-2551	194	45	pv	pv	ADJ
cana-2551	194	46	voltage	voltage	NOUN
cana-2551	194	47	,	,	PUNCT
cana-2551	194	48	pv	pv	NOUN
cana-2551	194	49	current	current	ADJ
cana-2551	194	50	,	,	PUNCT
cana-2551	194	51	and	and	CCONJ
cana-2551	194	52	pv	pv	NOUN
cana-2551	194	53	power	power	NOUN
cana-2551	194	54	output	output	VERB
cana-2551	194	55	all	all	DET
cana-2551	194	56	communications	communication	NOUN
cana-2551	194	57	on	on	ADP
cana-2551	194	58	applied	apply	VERB
cana-2551	194	59	nonlinear	nonlinear	ADJ
cana-2551	194	60	analysis	analysis	NOUN
cana-2551	194	61	issn	issn	NOUN
cana-2551	194	62	:	:	PUNCT
cana-2551	194	63	1074	1074	NUM
cana-2551	194	64	-	-	PUNCT
cana-2551	194	65	133x	133x	NUM
cana-2551	194	66	vol	vol	NOUN
cana-2551	194	67	32	32	NUM
cana-2551	194	68	no	no	NOUN
cana-2551	194	69	.	.	PUNCT
cana-2551	195	1	3s	3s	NUM
cana-2551	195	2	(	(	PUNCT
cana-2551	195	3	2025	2025	NUM
cana-2551	195	4	)	)	PUNCT
cana-2551	195	5	88	88	NUM
cana-2551	195	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	195	7	drop	drop	NOUN
cana-2551	195	8	to	to	ADP
cana-2551	195	9	243	243	NUM
cana-2551	195	10	v	v	NOUN
cana-2551	195	11	,	,	PUNCT
cana-2551	195	12	4.11	4.11	NUM
cana-2551	195	13	a	a	NOUN
cana-2551	195	14	,	,	PUNCT
cana-2551	195	15	and	and	CCONJ
cana-2551	195	16	1000	1000	NUM
cana-2551	195	17	w	w	NOUN
cana-2551	195	18	,	,	PUNCT
cana-2551	195	19	respectively	respectively	ADV
cana-2551	195	20	.	.	PUNCT
cana-2551	196	1	nevertheless	nevertheless	ADV
cana-2551	196	2	,	,	PUNCT
cana-2551	196	3	the	the	DET
cana-2551	196	4	pv	pv	NOUN
cana-2551	196	5	voltage	voltage	NOUN
cana-2551	196	6	,	,	PUNCT
cana-2551	196	7	current	current	ADJ
cana-2551	196	8	,	,	PUNCT
cana-2551	196	9	and	and	CCONJ
cana-2551	196	10	power	power	NOUN
cana-2551	196	11	output	output	NOUN
cana-2551	196	12	return	return	NOUN
cana-2551	196	13	to	to	ADP
cana-2551	196	14	the	the	DET
cana-2551	196	15	previously	previously	ADV
cana-2551	196	16	noted	note	VERB
cana-2551	196	17	values	value	NOUN
cana-2551	196	18	of	of	ADP
cana-2551	196	19	245	245	NUM
cana-2551	196	20	v	v	NOUN
cana-2551	196	21	,	,	PUNCT
cana-2551	196	22	6.52	6.52	NUM
cana-2551	196	23	a	a	NOUN
cana-2551	196	24	,	,	PUNCT
cana-2551	196	25	and	and	CCONJ
cana-2551	196	26	1599	1599	NUM
cana-2551	196	27	w	w	NOUN
cana-2551	196	28	,	,	PUNCT
cana-2551	196	29	respectively	respectively	ADV
cana-2551	196	30	,	,	PUNCT
cana-2551	196	31	when	when	SCONJ
cana-2551	196	32	the	the	DET
cana-2551	196	33	irradiance	irradiance	NOUN
cana-2551	196	34	rises	rise	VERB
cana-2551	196	35	back	back	ADV
cana-2551	196	36	to	to	ADP
cana-2551	196	37	800	800	NUM
cana-2551	196	38	w	w	PROPN
cana-2551	196	39	/	/	SYM
cana-2551	196	40	m2	m2	PROPN
cana-2551	196	41	.	.	PUNCT
cana-2551	197	1	the	the	DET
cana-2551	197	2	pv	pv	PROPN
cana-2551	197	3	voltage	voltage	NOUN
cana-2551	197	4	drops	drop	VERB
cana-2551	197	5	to	to	ADP
cana-2551	197	6	242	242	NUM
cana-2551	197	7	v	v	NOUN
cana-2551	197	8	,	,	PUNCT
cana-2551	197	9	the	the	DET
cana-2551	197	10	pv	pv	PROPN
cana-2551	197	11	current	current	ADJ
cana-2551	197	12	drops	drop	VERB
cana-2551	197	13	to	to	ADP
cana-2551	197	14	2.47	2.47	NUM
cana-2551	197	15	a	a	PRON
cana-2551	197	16	,	,	PUNCT
cana-2551	197	17	and	and	CCONJ
cana-2551	197	18	the	the	DET
cana-2551	197	19	pv	pv	PROPN
cana-2551	197	20	power	power	NOUN
cana-2551	197	21	output	output	NOUN
cana-2551	197	22	drops	drop	VERB
cana-2551	197	23	to	to	ADP
cana-2551	197	24	598	598	NUM
cana-2551	197	25	w	w	NOUN
cana-2551	197	26	at	at	ADP
cana-2551	197	27	an	an	DET
cana-2551	197	28	irradiation	irradiation	NOUN
cana-2551	197	29	of	of	ADP
cana-2551	197	30	300	300	NUM
cana-2551	197	31	w	w	NOUN
cana-2551	197	32	/	/	SYM
cana-2551	197	33	m2	m2	PROPN
cana-2551	197	34	.	.	PUNCT
cana-2551	198	1	finally	finally	ADV
cana-2551	198	2	,	,	PUNCT
cana-2551	198	3	the	the	DET
cana-2551	198	4	pv	pv	NOUN
cana-2551	198	5	voltage	voltage	NOUN
cana-2551	198	6	drops	drop	VERB
cana-2551	198	7	to	to	ADP
cana-2551	198	8	238	238	NUM
cana-2551	198	9	v	v	NOUN
cana-2551	198	10	,	,	PUNCT
cana-2551	198	11	the	the	DET
cana-2551	198	12	pv	pv	PROPN
cana-2551	198	13	current	current	ADJ
cana-2551	198	14	drops	drop	VERB
cana-2551	198	15	to	to	ADP
cana-2551	198	16	0.83	0.83	NUM
cana-2551	198	17	a	a	NOUN
cana-2551	198	18	,	,	PUNCT
cana-2551	198	19	and	and	CCONJ
cana-2551	198	20	the	the	DET
cana-2551	198	21	pv	pv	PROPN
cana-2551	198	22	power	power	NOUN
cana-2551	198	23	output	output	NOUN
cana-2551	198	24	drops	drop	VERB
cana-2551	198	25	to	to	ADP
cana-2551	198	26	199	199	NUM
cana-2551	198	27	w	w	NOUN
cana-2551	198	28	at	at	ADP
cana-2551	198	29	an	an	DET
cana-2551	198	30	irradiation	irradiation	NOUN
cana-2551	198	31	of	of	ADP
cana-2551	198	32	100	100	NUM
cana-2551	198	33	w	w	PROPN
cana-2551	198	34	/	/	SYM
cana-2551	198	35	m2	m2	PROPN
cana-2551	198	36	.	.	PUNCT
cana-2551	199	1	these	these	DET
cana-2551	199	2	numbers	number	NOUN
cana-2551	199	3	show	show	VERB
cana-2551	199	4	the	the	DET
cana-2551	199	5	relationship	relationship	NOUN
cana-2551	199	6	between	between	ADP
cana-2551	199	7	irradiance	irradiance	NOUN
cana-2551	199	8	levels	level	NOUN
cana-2551	199	9	and	and	CCONJ
cana-2551	199	10	the	the	DET
cana-2551	199	11	pv	pv	NOUN
cana-2551	199	12	voltage	voltage	NOUN
cana-2551	199	13	,	,	PUNCT
cana-2551	199	14	current	current	ADJ
cana-2551	199	15	,	,	PUNCT
cana-2551	199	16	and	and	CCONJ
cana-2551	199	17	power	power	NOUN
cana-2551	199	18	output	output	NOUN
cana-2551	199	19	that	that	PRON
cana-2551	199	20	results	result	VERB
cana-2551	199	21	,	,	PUNCT
cana-2551	199	22	emphasising	emphasise	VERB
cana-2551	199	23	the	the	DET
cana-2551	199	24	effect	effect	NOUN
cana-2551	199	25	that	that	SCONJ
cana-2551	199	26	variations	variation	NOUN
cana-2551	199	27	in	in	ADP
cana-2551	199	28	light	light	ADJ
cana-2551	199	29	levels	level	NOUN
cana-2551	199	30	have	have	AUX
cana-2551	199	31	on	on	ADP
cana-2551	199	32	the	the	DET
cana-2551	199	33	pv	pv	NOUN
cana-2551	199	34	system	system	NOUN
cana-2551	199	35	of	of	ADP
cana-2551	199	36	the	the	DET
cana-2551	199	37	dc	dc	PROPN
cana-2551	199	38	microgrid	microgrid	PROPN
cana-2551	199	39	.	.	PUNCT
cana-2551	200	1	table	table	NOUN
cana-2551	200	2	5	5	NUM
cana-2551	200	3	.	.	PUNCT
cana-2551	201	1	pv	pv	NOUN
cana-2551	201	2	voltage	voltage	NOUN
cana-2551	201	3	,	,	PUNCT
cana-2551	201	4	current	current	ADJ
cana-2551	201	5	,	,	PUNCT
cana-2551	201	6	and	and	CCONJ
cana-2551	201	7	power	power	NOUN
cana-2551	201	8	of	of	ADP
cana-2551	201	9	the	the	DET
cana-2551	201	10	dc	dc	PROPN
cana-2551	201	11	microgrid	microgrid	PROPN
cana-2551	201	12	.	.	PUNCT
cana-2551	202	1	fig	fig	NOUN
cana-2551	202	2	.	.	PUNCT
cana-2551	203	1	12	12	NUM
cana-2551	203	2	:	:	PUNCT
cana-2551	203	3	pv	pv	NOUN
cana-2551	203	4	voltage	voltage	NOUN
cana-2551	203	5	and	and	CCONJ
cana-2551	203	6	current	current	ADJ
cana-2551	203	7	fig	fig	NOUN
cana-2551	203	8	.	.	PUNCT
cana-2551	204	1	13	13	NUM
cana-2551	204	2	:	:	PUNCT
cana-2551	204	3	grid	grid	NOUN
cana-2551	204	4	voltage	voltage	NOUN
cana-2551	204	5	and	and	CCONJ
cana-2551	204	6	current	current	ADJ
cana-2551	204	7	fig	fig	NOUN
cana-2551	204	8	.	.	PUNCT
cana-2551	205	1	14	14	NUM
cana-2551	205	2	:	:	PUNCT
cana-2551	205	3	power	power	NOUN
cana-2551	205	4	of	of	ADP
cana-2551	205	5	pv	pv	NOUN
cana-2551	205	6	grid	grid	NOUN
cana-2551	205	7	and	and	CCONJ
cana-2551	205	8	battery	battery	NOUN
cana-2551	205	9	the	the	DET
cana-2551	205	10	following	following	NOUN
cana-2551	205	11	are	be	AUX
cana-2551	205	12	the	the	DET
cana-2551	205	13	battery	battery	NOUN
cana-2551	205	14	voltage	voltage	NOUN
cana-2551	205	15	readings	reading	NOUN
cana-2551	205	16	:	:	PUNCT
cana-2551	205	17	0	0	NUM
cana-2551	205	18	to	to	PART
cana-2551	205	19	0.5	0.5	NUM
cana-2551	205	20	s	s	NOUN
cana-2551	205	21	,	,	PUNCT
cana-2551	205	22	258.5	258.5	NUM
cana-2551	205	23	to	to	PART
cana-2551	205	24	1	1	NUM
cana-2551	205	25	s	s	NOUN
cana-2551	205	26	,	,	PUNCT
cana-2551	205	27	1	1	NUM
cana-2551	205	28	to	to	ADP
cana-2551	205	29	1.5	1.5	NUM
cana-2551	205	30	s	s	NOUN
cana-2551	205	31	,	,	PUNCT
cana-2551	205	32	258.4	258.4	NUM
cana-2551	205	33	to	to	PART
cana-2551	205	34	1	1	NUM
cana-2551	205	35	s	s	NOUN
cana-2551	205	36	,	,	PUNCT
cana-2551	205	37	258.5	258.5	NUM
cana-2551	205	38	to	to	PART
cana-2551	205	39	2	2	NUM
cana-2551	205	40	s	s	NOUN
cana-2551	205	41	,	,	PUNCT
cana-2551	205	42	258.3	258.3	NUM
cana-2551	205	43	to	to	PART
cana-2551	205	44	2	2	NUM
cana-2551	205	45	to	to	ADP
cana-2551	205	46	2.5	2.5	NUM
cana-2551	205	47	s	s	NOUN
cana-2551	205	48	,	,	PUNCT
cana-2551	205	49	258.2	258.2	NUM
cana-2551	205	50	to	to	PART
cana-2551	205	51	2.5	2.5	NUM
cana-2551	205	52	to	to	PART
cana-2551	205	53	3	3	NUM
cana-2551	205	54	s	s	NOUN
cana-2551	205	55	,	,	PUNCT
cana-2551	205	56	258.4	258.4	NUM
cana-2551	205	57	to	to	PART
cana-2551	205	58	3	3	NUM
cana-2551	205	59	to	to	ADP
cana-2551	205	60	3.5	3.5	NUM
cana-2551	205	61	s	s	NOUN
cana-2551	205	62	,	,	PUNCT
cana-2551	205	63	258.6	258.6	NUM
cana-2551	205	64	to	to	PART
cana-2551	205	65	3.5	3.5	NUM
cana-2551	205	66	to	to	ADP
cana-2551	205	67	4	4	NUM
cana-2551	205	68	s	s	NOUN
cana-2551	205	69	,	,	PUNCT
cana-2551	205	70	258.2	258.2	NUM
cana-2551	205	71	to	to	PART
cana-2551	205	72	4	4	NUM
cana-2551	205	73	to	to	PART
cana-2551	205	74	4.5	4.5	NUM
cana-2551	205	75	s	s	NOUN
cana-2551	205	76	,	,	PUNCT
cana-2551	205	77	258.1	258.1	NUM
cana-2551	205	78	to	to	ADP
cana-2551	205	79	4.5	4.5	NUM
cana-2551	205	80	to	to	PART
cana-2551	205	81	5	5	NUM
cana-2551	205	82	s	s	NOUN
cana-2551	205	83	,	,	PUNCT
cana-2551	205	84	and	and	CCONJ
cana-2551	205	85	257.9	257.9	NUM
cana-2551	205	86	v	v	NOUN
cana-2551	205	87	from	from	ADP
cana-2551	205	88	5	5	NUM
cana-2551	205	89	to	to	PART
cana-2551	205	90	5.5	5.5	NUM
cana-2551	205	91	volts	volt	NOUN
cana-2551	205	92	.	.	PUNCT
cana-2551	206	1	the	the	DET
cana-2551	206	2	values	value	NOUN
cana-2551	206	3	of	of	ADP
cana-2551	206	4	the	the	DET
cana-2551	206	5	battery	battery	NOUN
cana-2551	206	6	current	current	NOUN
cana-2551	206	7	are	be	AUX
cana-2551	206	8	noted	note	VERB
cana-2551	206	9	.	.	PUNCT
cana-2551	207	1	communications	communication	NOUN
cana-2551	207	2	on	on	ADP
cana-2551	207	3	applied	apply	VERB
cana-2551	207	4	nonlinear	nonlinear	ADJ
cana-2551	207	5	analysis	analysis	NOUN
cana-2551	207	6	issn	issn	NOUN
cana-2551	207	7	:	:	PUNCT
cana-2551	207	8	1074	1074	NUM
cana-2551	207	9	-	-	PUNCT
cana-2551	207	10	133x	133x	NUM
cana-2551	207	11	vol	vol	NOUN
cana-2551	207	12	32	32	NUM
cana-2551	207	13	no	no	NOUN
cana-2551	207	14	.	.	PUNCT
cana-2551	208	1	3s	3s	NUM
cana-2551	208	2	(	(	PUNCT
cana-2551	208	3	2025	2025	NUM
cana-2551	208	4	)	)	PUNCT
cana-2551	208	5	89	89	NUM
cana-2551	208	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2551	208	7	iii	iii	PROPN
cana-2551	208	8	.	.	PUNCT
cana-2551	208	9	conclusion	conclusion	VERB
cana-2551	208	10	the	the	DET
cana-2551	208	11	paper	paper	NOUN
cana-2551	208	12	's	's	PART
cana-2551	208	13	simulation	simulation	NOUN
cana-2551	208	14	findings	finding	NOUN
cana-2551	208	15	demonstrate	demonstrate	VERB
cana-2551	208	16	how	how	SCONJ
cana-2551	208	17	well	well	ADV
cana-2551	208	18	the	the	DET
cana-2551	208	19	aronn	aronn	PROPN
cana-2551	208	20	ems	ems	PROPN
cana-2551	208	21	manages	manage	VERB
cana-2551	208	22	energy	energy	NOUN
cana-2551	208	23	in	in	ADP
cana-2551	208	24	a	a	DET
cana-2551	208	25	dc	dc	PROPN
cana-2551	208	26	microgrid	microgrid	NOUN
cana-2551	208	27	.	.	PUNCT
cana-2551	209	1	one	one	NUM
cana-2551	209	2	of	of	ADP
cana-2551	209	3	the	the	DET
cana-2551	209	4	most	most	ADV
cana-2551	209	5	important	important	ADJ
cana-2551	209	6	discoveries	discovery	NOUN
cana-2551	209	7	is	be	AUX
cana-2551	209	8	that	that	SCONJ
cana-2551	209	9	the	the	DET
cana-2551	209	10	pv	pv	NOUN
cana-2551	209	11	system	system	NOUN
cana-2551	209	12	may	may	AUX
cana-2551	209	13	optimize	optimize	VERB
cana-2551	209	14	energy	energy	NOUN
cana-2551	209	15	use	use	NOUN
cana-2551	209	16	by	by	ADP
cana-2551	209	17	adjusting	adjust	VERB
cana-2551	209	18	its	its	PRON
cana-2551	209	19	output	output	NOUN
cana-2551	209	20	in	in	ADP
cana-2551	209	21	response	response	NOUN
cana-2551	209	22	to	to	ADP
cana-2551	209	23	changing	change	VERB
cana-2551	209	24	irradiance	irradiance	NOUN
cana-2551	209	25	levels	level	NOUN
cana-2551	209	26	.	.	PUNCT
cana-2551	210	1	the	the	DET
cana-2551	210	2	battery	battery	NOUN
cana-2551	210	3	exhibits	exhibit	VERB
cana-2551	210	4	adaptive	adaptive	ADJ
cana-2551	210	5	charging	charging	NOUN
cana-2551	210	6	and	and	CCONJ
cana-2551	210	7	discharging	discharge	VERB
cana-2551	210	8	,	,	PUNCT
cana-2551	210	9	which	which	PRON
cana-2551	210	10	improves	improve	VERB
cana-2551	210	11	the	the	DET
cana-2551	210	12	efficiency	efficiency	NOUN
cana-2551	210	13	of	of	ADP
cana-2551	210	14	energy	energy	NOUN
cana-2551	210	15	management	management	NOUN
cana-2551	210	16	in	in	ADP
cana-2551	210	17	general	general	ADJ
cana-2551	210	18	.	.	PUNCT
cana-2551	211	1	the	the	DET
cana-2551	211	2	supercapacitor	supercapacitor	NOUN
cana-2551	211	3	enhances	enhance	VERB
cana-2551	211	4	system	system	NOUN
cana-2551	211	5	performance	performance	NOUN
cana-2551	211	6	by	by	ADP
cana-2551	211	7	efficiently	efficiently	ADV
cana-2551	211	8	controlling	control	VERB
cana-2551	211	9	power	power	NOUN
cana-2551	211	10	availability	availability	NOUN
cana-2551	211	11	and	and	CCONJ
cana-2551	211	12	energy	energy	NOUN
cana-2551	211	13	needs	need	NOUN
cana-2551	211	14	.	.	PUNCT
cana-2551	212	1	the	the	DET
cana-2551	212	2	microgrid	microgrid	NOUN
cana-2551	212	3	's	's	PART
cana-2551	212	4	electrical	electrical	ADJ
cana-2551	212	5	stability	stability	NOUN
cana-2551	212	6	is	be	AUX
cana-2551	212	7	indicated	indicate	VERB
cana-2551	212	8	by	by	ADP
cana-2551	212	9	the	the	DET
cana-2551	212	10	dc	dc	PROPN
cana-2551	212	11	bus	bus	NOUN
cana-2551	212	12	voltage	voltage	NOUN
cana-2551	212	13	readings	reading	NOUN
cana-2551	212	14	.	.	PUNCT
cana-2551	213	1	it	it	PRON
cana-2551	213	2	also	also	ADV
cana-2551	213	3	notes	note	VERB
cana-2551	213	4	the	the	DET
cana-2551	213	5	dynamic	dynamic	ADJ
cana-2551	213	6	behaviour	behaviour	NOUN
cana-2551	213	7	of	of	ADP
cana-2551	213	8	dc	dc	PROPN
cana-2551	213	9	loads	load	VERB
cana-2551	213	10	that	that	PRON
cana-2551	213	11	vary	vary	VERB
cana-2551	213	12	and	and	CCONJ
cana-2551	213	13	are	be	AUX
cana-2551	213	14	constant	constant	ADJ
cana-2551	213	15	.	.	PUNCT
cana-2551	214	1	the	the	DET
cana-2551	214	2	aronn	aronn	PROPN
cana-2551	214	3	ems	ems	PROPN
cana-2551	214	4	exhibits	exhibit	VERB
cana-2551	214	5	notable	notable	ADJ
cana-2551	214	6	benefits	benefit	NOUN
cana-2551	214	7	over	over	ADP
cana-2551	214	8	a	a	DET
cana-2551	214	9	traditional	traditional	ADJ
cana-2551	214	10	approach	approach	NOUN
cana-2551	214	11	,	,	PUNCT
cana-2551	214	12	maximizing	maximize	VERB
cana-2551	214	13	power	power	NOUN
cana-2551	214	14	delivery	delivery	NOUN
cana-2551	214	15	in	in	ADP
cana-2551	214	16	variable	variable	ADJ
cana-2551	214	17	circumstances	circumstance	NOUN
cana-2551	214	18	and	and	CCONJ
cana-2551	214	19	attaining	attain	VERB
cana-2551	214	20	greater	great	ADJ
cana-2551	214	21	power	power	NOUN
cana-2551	214	22	levels	level	NOUN
cana-2551	214	23	for	for	ADP
cana-2551	214	24	the	the	DET
cana-2551	214	25	battery	battery	NOUN
cana-2551	214	26	and	and	CCONJ
cana-2551	214	27	supercapacitor	supercapacitor	NOUN
cana-2551	214	28	.	.	PUNCT
cana-2551	215	1	the	the	DET
cana-2551	215	2	aronn	aronn	PROPN
cana-2551	215	3	system	system	NOUN
cana-2551	215	4	's	's	PART
cana-2551	215	5	higher	high	ADJ
cana-2551	215	6	power	power	NOUN
cana-2551	215	7	performance	performance	NOUN
cana-2551	215	8	is	be	AUX
cana-2551	215	9	highlighted	highlight	VERB
cana-2551	215	10	in	in	ADP
cana-2551	215	11	fig	fig	NOUN
cana-2551	215	12	.	.	PUNCT
cana-2551	216	1	21	21	NUM
cana-2551	216	2	.	.	PUNCT
cana-2551	217	1	all	all	DET
cana-2551	217	2	things	thing	NOUN
cana-2551	217	3	considered	consider	VERB
cana-2551	217	4	,	,	PUNCT
cana-2551	217	5	aronn	aronn	PROPN
cana-2551	217	6	ems	ems	PROPN
cana-2551	217	7	increases	increase	VERB
cana-2551	217	8	the	the	DET
cana-2551	217	9	microgrid	microgrid	NOUN
cana-2551	217	10	's	's	PART
cana-2551	217	11	system	system	NOUN
cana-2551	217	12	efficiency	efficiency	NOUN
cana-2551	217	13	,	,	PUNCT
cana-2551	217	14	resource	resource	NOUN
cana-2551	217	15	allocation	allocation	NOUN
cana-2551	217	16	,	,	PUNCT
cana-2551	217	17	and	and	CCONJ
cana-2551	217	18	energy	energy	NOUN
cana-2551	217	19	consumption	consumption	NOUN
cana-2551	217	20	.	.	PUNCT
cana-2551	218	1	references	reference	NOUN
cana-2551	218	2	[	[	X
cana-2551	218	3	1	1	NUM
cana-2551	218	4	]	]	PUNCT
cana-2551	218	5	c.	c.	PROPN
cana-2551	218	6	yin	yin	PROPN
cana-2551	218	7	,	,	PUNCT
cana-2551	218	8	h.	h.	PROPN
cana-2551	218	9	wu	wu	PROPN
cana-2551	218	10	,	,	PUNCT
cana-2551	218	11	f.	f.	PROPN
cana-2551	218	12	locment	locment	PROPN
cana-2551	218	13	,	,	PUNCT
cana-2551	218	14	and	and	CCONJ
cana-2551	218	15	m.	m.	NOUN
cana-2551	218	16	sechilariu	sechilariu	PROPN
cana-2551	218	17	,	,	PUNCT
cana-2551	218	18	‘	'	PUNCT
cana-2551	218	19	‘	'	PUNCT
cana-2551	218	20	energy	energy	NOUN
cana-2551	218	21	management	management	NOUN
cana-2551	218	22	of	of	ADP
cana-2551	218	23	dc	dc	PROPN
cana-2551	218	24	microgrid	microgrid	PROPN
cana-2551	218	25	based	base	VERB
cana-2551	218	26	on	on	ADP
cana-2551	218	27	photovoltaic	photovoltaic	NOUN
cana-2551	218	28	combined	combine	VERB
cana-2551	218	29	with	with	ADP
cana-2551	218	30	diesel	diesel	NOUN
cana-2551	218	31	generator	generator	NOUN
cana-2551	218	32	and	and	CCONJ
cana-2551	218	33	supercapacitor	supercapacitor	NOUN
cana-2551	218	34	,	,	PUNCT
cana-2551	218	35	’’	’'	PUNCT
cana-2551	218	36	energy	energy	NOUN
cana-2551	218	37	convers	conver	NOUN
cana-2551	218	38	.	.	PUNCT
cana-2551	219	1	manage	manage	VERB
cana-2551	219	2	.	.	PUNCT
cana-2551	220	1	,	,	PUNCT
cana-2551	220	2	vol	vol	NOUN
cana-2551	220	3	.	.	PROPN
cana-2551	221	1	132	132	NUM
cana-2551	221	2	,	,	PUNCT
cana-2551	221	3	pp	pp	ADJ
cana-2551	221	4	.	.	PUNCT
cana-2551	222	1	14–27	14–27	NUM
cana-2551	222	2	,	,	PUNCT
cana-2551	222	3	jan	jan	PROPN
cana-2551	222	4	.	.	PROPN
cana-2551	222	5	2017	2017	NUM
cana-2551	222	6	.	.	PUNCT
cana-2551	223	1	[	[	X
cana-2551	223	2	2	2	X
cana-2551	223	3	]	]	X
cana-2551	223	4	y.	y.	PROPN
cana-2551	223	5	wang	wang	PROPN
cana-2551	223	6	,	,	PUNCT
cana-2551	223	7	y.	y.	PROPN
cana-2551	223	8	li	li	PROPN
cana-2551	223	9	,	,	PUNCT
cana-2551	223	10	y.	y.	PROPN
cana-2551	223	11	cao	cao	PROPN
cana-2551	223	12	,	,	PUNCT
cana-2551	223	13	y.	y.	PROPN
cana-2551	223	14	tan	tan	PROPN
cana-2551	223	15	,	,	PUNCT
cana-2551	223	16	l.	l.	PROPN
cana-2551	223	17	he	he	PRON
cana-2551	223	18	,	,	PUNCT
cana-2551	223	19	and	and	CCONJ
cana-2551	223	20	j.	j.	PROPN
cana-2551	223	21	han	han	PROPN
cana-2551	223	22	,	,	PUNCT
cana-2551	223	23	‘	'	PUNCT
cana-2551	223	24	‘	'	PUNCT
cana-2551	223	25	hybrid	hybrid	ADJ
cana-2551	223	26	ac	ac	ADJ
cana-2551	223	27	/	/	SYM
cana-2551	223	28	dc	dc	PROPN
cana-2551	223	29	microgrid	microgrid	NOUN
cana-2551	223	30	architecture	architecture	NOUN
cana-2551	223	31	with	with	ADP
cana-2551	223	32	comprehensive	comprehensive	ADJ
cana-2551	223	33	control	control	NOUN
cana-2551	223	34	strategy	strategy	NOUN
cana-2551	223	35	for	for	ADP
cana-2551	223	36	energy	energy	NOUN
cana-2551	223	37	managementofsmartbuilding,’’int.j.electr.powerenergysyst	managementofsmartbuilding,’’int.j.electr.powerenergysyst	PROPN
cana-2551	223	38	.	.	PUNCT
cana-2551	224	1	,vol.101	,vol.101	PROPN
cana-2551	224	2	,	,	PUNCT
cana-2551	224	3	pp	pp	ADP
cana-2551	224	4	.	.	PUNCT
cana-2551	225	1	151–161	151–161	NUM
cana-2551	225	2	,	,	PUNCT
cana-2551	225	3	oct	oct	PROPN
cana-2551	225	4	.	.	PROPN
cana-2551	225	5	2018	2018	NUM
cana-2551	225	6	.	.	PUNCT
cana-2551	226	1	[	[	X
cana-2551	226	2	3	3	X
cana-2551	226	3	]	]	PUNCT
cana-2551	226	4	s.	s.	PROPN
cana-2551	226	5	k.	k.	PROPN
cana-2551	226	6	ghosh	ghosh	PROPN
cana-2551	226	7	,	,	PUNCT
cana-2551	226	8	t.	t.	PROPN
cana-2551	226	9	k.	k.	PROPN
cana-2551	226	10	roy	roy	PROPN
cana-2551	226	11	,	,	PUNCT
cana-2551	226	12	m.	m.	PROPN
cana-2551	226	13	a.	a.	PROPN
cana-2551	226	14	h.	h.	PROPN
cana-2551	226	15	pramanik	pramanik	PROPN
cana-2551	226	16	,	,	PUNCT
cana-2551	226	17	a.	a.	PROPN
cana-2551	226	18	k.	k.	PROPN
cana-2551	226	19	sarkar	sarkar	PROPN
cana-2551	226	20	,	,	PUNCT
cana-2551	226	21	and	and	CCONJ
cana-2551	226	22	m.	m.	NOUN
cana-2551	226	23	a.	a.	PROPN
cana-2551	226	24	mahmud	mahmud	PROPN
cana-2551	226	25	,	,	PUNCT
cana-2551	226	26	‘	'	PUNCT
cana-2551	226	27	‘	'	PUNCT
cana-2551	226	28	an	an	DET
cana-2551	226	29	energy	energy	NOUN
cana-2551	226	30	management	management	NOUN
cana-2551	226	31	systembased	systembase	VERB
cana-2551	226	32	control	control	NOUN
cana-2551	226	33	strategy	strategy	NOUN
cana-2551	226	34	for	for	ADP
cana-2551	226	35	dc	dc	PROPN
cana-2551	226	36	microgrids	microgrid	NOUN
cana-2551	226	37	with	with	ADP
cana-2551	226	38	dual	dual	ADJ
cana-2551	226	39	energy	energy	NOUN
cana-2551	226	40	storage	storage	NOUN
cana-2551	226	41	systems	system	NOUN
cana-2551	226	42	,	,	PUNCT
cana-2551	226	43	’’	’'	PUNCT
cana-2551	226	44	energies	energy	NOUN
cana-2551	226	45	,	,	PUNCT
cana-2551	226	46	vol	vol	NOUN
cana-2551	226	47	.	.	PROPN
cana-2551	226	48	13	13	NUM
cana-2551	226	49	,	,	PUNCT
cana-2551	226	50	no	no	INTJ
cana-2551	226	51	.	.	NOUN
cana-2551	226	52	11	11	NUM
cana-2551	226	53	,	,	PUNCT
cana-2551	226	54	p.	p.	NOUN
cana-2551	226	55	2992	2992	NUM
cana-2551	226	56	,	,	PUNCT
cana-2551	226	57	jun	jun	PROPN
cana-2551	226	58	.	.	PROPN
cana-2551	226	59	2020	2020	NUM
cana-2551	226	60	.	.	PUNCT
cana-2551	227	1	[	[	X
cana-2551	227	2	4	4	NUM
cana-2551	227	3	]	]	X
cana-2551	227	4	f.	f.	PROPN
cana-2551	227	5	ni	ni	PROPN
cana-2551	227	6	,	,	PUNCT
cana-2551	227	7	z.	z.	PROPN
cana-2551	227	8	zheng	zheng	PROPN
cana-2551	227	9	,	,	PUNCT
cana-2551	227	10	q.	q.	PROPN
cana-2551	227	11	xie	xie	PROPN
cana-2551	227	12	,	,	PUNCT
cana-2551	227	13	x.	x.	PROPN
cana-2551	227	14	xiao	xiao	PROPN
cana-2551	227	15	,	,	PUNCT
cana-2551	227	16	y.	y.	PROPN
cana-2551	227	17	zong	zong	PROPN
cana-2551	227	18	,	,	PUNCT
cana-2551	227	19	and	and	CCONJ
cana-2551	227	20	c.	c.	PROPN
cana-2551	227	21	huang	huang	PROPN
cana-2551	227	22	,	,	PUNCT
cana-2551	227	23	‘	'	PUNCT
cana-2551	227	24	‘	'	PUNCT
cana-2551	227	25	enhancing	enhance	VERB
cana-2551	227	26	resilience	resilience	NOUN
cana-2551	227	27	of	of	ADP
cana-2551	227	28	dc	dc	PROPN
cana-2551	227	29	microgrids	microgrid	NOUN
cana-2551	227	30	with	with	ADP
cana-2551	227	31	model	model	NOUN
cana-2551	227	32	predictive	predictive	PROPN
cana-2551	227	33	control	control	PROPN
cana-2551	227	34	based	base	VERB
cana-2551	227	35	hybrid	hybrid	ADJ
cana-2551	227	36	energy	energy	NOUN
cana-2551	227	37	storage	storage	NOUN
cana-2551	227	38	system	system	NOUN
cana-2551	227	39	,	,	PUNCT
cana-2551	227	40	’’	’'	PUNCT
cana-2551	227	41	int	int	NOUN
cana-2551	227	42	.	.	PUNCT
cana-2551	228	1	j.	j.	PROPN
cana-2551	228	2	electr	electr	PROPN
cana-2551	228	3	.	.	PUNCT
cana-2551	229	1	power	power	NOUN
cana-2551	229	2	energy	energy	NOUN
cana-2551	229	3	syst	syst	PROPN
cana-2551	229	4	.	.	PUNCT
cana-2551	229	5	,	,	PUNCT
cana-2551	229	6	vol	vol	NOUN
cana-2551	229	7	.	.	PROPN
cana-2551	229	8	128	128	NUM
cana-2551	229	9	,	,	PUNCT
cana-2551	229	10	jun	jun	PROPN
cana-2551	229	11	.	.	PROPN
cana-2551	229	12	2021	2021	NUM
cana-2551	229	13	,	,	PUNCT
cana-2551	229	14	art	art	NOUN
cana-2551	229	15	.	.	PUNCT
cana-2551	230	1	no	no	INTJ
cana-2551	230	2	.	.	NOUN
cana-2551	231	1	106738	106738	NUM
cana-2551	231	2	.	.	PUNCT
cana-2551	232	1	[	[	X
cana-2551	232	2	5	5	X
cana-2551	232	3	]	]	PUNCT
cana-2551	232	4	w.	w.	PROPN
cana-2551	232	5	jing	jing	PROPN
cana-2551	232	6	,	,	PUNCT
cana-2551	232	7	c.	c.	PROPN
cana-2551	232	8	h.	h.	PROPN
cana-2551	232	9	lai	lai	PROPN
cana-2551	232	10	,	,	PUNCT
cana-2551	232	11	s.	s.	PROPN
cana-2551	232	12	h.	h.	PROPN
cana-2551	232	13	w.	w.	PROPN
cana-2551	232	14	wong	wong	PROPN
cana-2551	232	15	,	,	PUNCT
cana-2551	232	16	and	and	CCONJ
cana-2551	232	17	m.	m.	PROPN
cana-2551	232	18	l.	l.	PROPN
cana-2551	232	19	d.	d.	PROPN
cana-2551	232	20	wong	wong	PROPN
cana-2551	232	21	,	,	PUNCT
cana-2551	232	22	‘	'	PUNCT
cana-2551	232	23	‘	'	PUNCT
cana-2551	232	24	batterysupercapacitor	batterysupercapacitor	NOUN
cana-2551	232	25	hybrid	hybrid	ADJ
cana-2551	232	26	energy	energy	NOUN
cana-2551	232	27	storage	storage	NOUN
cana-2551	232	28	system	system	NOUN
cana-2551	232	29	in	in	ADP
cana-2551	232	30	standalone	standalone	ADJ
cana-2551	232	31	dc	dc	PROPN
cana-2551	232	32	microgrids	microgrid	NOUN
cana-2551	232	33	:	:	PUNCT
cana-2551	232	34	areview	areview	NOUN
cana-2551	232	35	,	,	PUNCT
cana-2551	232	36	’’	’'	PUNCT
cana-2551	232	37	iet	iet	PROPN
cana-2551	232	38	renew	renew	PROPN
cana-2551	232	39	.	.	PUNCT
cana-2551	232	40	power	power	NOUN
cana-2551	232	41	gener	gener	PROPN
cana-2551	232	42	.	.	PUNCT
cana-2551	233	1	,	,	PUNCT
cana-2551	233	2	vol	vol	NOUN
cana-2551	233	3	.	.	PROPN
cana-2551	234	1	11	11	NUM
cana-2551	234	2	,	,	PUNCT
cana-2551	234	3	no	no	INTJ
cana-2551	234	4	.	.	NOUN
cana-2551	234	5	4	4	NUM
cana-2551	234	6	,	,	PUNCT
cana-2551	234	7	pp	pp	ADJ
cana-2551	234	8	.	.	PUNCT
cana-2551	235	1	461–469	461–469	NUM
cana-2551	235	2	,	,	PUNCT
cana-2551	235	3	mar	mar	PROPN
cana-2551	235	4	.	.	PROPN
cana-2551	235	5	2017	2017	NUM
cana-2551	235	6	.	.	PUNCT
cana-2551	236	1	[	[	X
cana-2551	236	2	6	6	NUM
cana-2551	236	3	]	]	PUNCT
cana-2551	236	4	j.	j.	PROPN
cana-2551	236	5	lv	lv	PROPN
cana-2551	236	6	,	,	PUNCT
cana-2551	236	7	x.	x.	PROPN
cana-2551	236	8	wang	wang	PROPN
cana-2551	236	9	,	,	PUNCT
cana-2551	236	10	g.	g.	PROPN
cana-2551	236	11	wang	wang	PROPN
cana-2551	236	12	,	,	PUNCT
cana-2551	236	13	and	and	CCONJ
cana-2551	236	14	y.	y.	PROPN
cana-2551	236	15	song	song	PROPN
cana-2551	236	16	,	,	PUNCT
cana-2551	236	17	‘	'	PUNCT
cana-2551	236	18	‘	'	PUNCT
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cana-2551	236	20	on	on	ADP
cana-2551	236	21	control	control	NOUN
cana-2551	236	22	strategy	strategy	NOUN
cana-2551	236	23	of	of	ADP
cana-2551	236	24	isolated	isolate	VERB
cana-2551	236	25	dc	dc	PROPN
cana-2551	236	26	microgrid	microgrid	PROPN
cana-2551	236	27	based	base	VERB
cana-2551	236	28	on	on	ADP
cana-2551	236	29	soc	soc	NOUN
cana-2551	236	30	of	of	ADP
cana-2551	236	31	energy	energy	NOUN
cana-2551	236	32	storage	storage	NOUN
cana-2551	236	33	system	system	NOUN
cana-2551	236	34	,	,	PUNCT
cana-2551	236	35	’’	’'	PUNCT
cana-2551	236	36	electronics	electronic	NOUN
cana-2551	236	37	,	,	PUNCT
cana-2551	236	38	vol	vol	NOUN
cana-2551	236	39	.	.	PROPN
cana-2551	236	40	10	10	NUM
cana-2551	236	41	,	,	PUNCT
cana-2551	236	42	no	no	INTJ
cana-2551	236	43	.	.	NOUN
cana-2551	236	44	7	7	NUM
cana-2551	236	45	,	,	PUNCT
cana-2551	236	46	p.	p.	NOUN
cana-2551	236	47	834	834	NUM
cana-2551	236	48	,	,	PUNCT
cana-2551	236	49	mar	mar	PROPN
cana-2551	236	50	.	.	PROPN
cana-2551	236	51	2021	2021	NUM
cana-2551	236	52	.	.	PUNCT
cana-2551	237	1	[	[	X
cana-2551	237	2	7	7	X
cana-2551	237	3	]	]	X
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cana-2551	238	1	long	long	PROPN
cana-2551	238	2	,	,	PUNCT
cana-2551	238	3	t.	t.	PROPN
cana-2551	238	4	jeong	jeong	PROPN
cana-2551	238	5	,	,	PUNCT
cana-2551	238	6	j.	j.	PROPN
cana-2551	238	7	deuk	deuk	PROPN
cana-2551	238	8	lee	lee	PROPN
cana-2551	238	9	,	,	PUNCT
cana-2551	238	10	y.	y.	PROPN
cana-2551	238	11	jung	jung	PROPN
cana-2551	238	12	,	,	PUNCT
cana-2551	238	13	and	and	CCONJ
cana-2551	238	14	k.	k.	PROPN
cana-2551	238	15	chong	chong	PROPN
cana-2551	238	16	,	,	PUNCT
cana-2551	238	17	‘	'	PUNCT
cana-2551	238	18	‘	'	PUNCT
cana-2551	238	19	energy	energy	NOUN
cana-2551	238	20	management	management	NOUN
cana-2551	238	21	of	of	ADP
cana-2551	238	22	a	a	DET
cana-2551	238	23	hybrid	hybrid	ADJ
cana-2551	238	24	ac	ac	PROPN
cana-2551	238	25	–	–	PUNCT
cana-2551	238	26	dc	dc	PROPN
cana-2551	238	27	micro	micro	NOUN
cana-2551	238	28	-	-	NOUN
cana-2551	238	29	grid	grid	NOUN
cana-2551	238	30	based	base	VERB
cana-2551	238	31	on	on	ADP
cana-2551	238	32	a	a	DET
cana-2551	238	33	battery	battery	NOUN
cana-2551	238	34	testing	testing	NOUN
cana-2551	238	35	system	system	NOUN
cana-2551	238	36	,	,	PUNCT
cana-2551	238	37	’’	’'	PUNCT
cana-2551	238	38	energies	energy	NOUN
cana-2551	238	39	,	,	PUNCT
cana-2551	238	40	vol	vol	NOUN
cana-2551	238	41	.	.	PROPN
cana-2551	238	42	8	8	NUM
cana-2551	238	43	,	,	PUNCT
cana-2551	238	44	no	no	INTJ
cana-2551	238	45	.	.	NOUN
cana-2551	238	46	2	2	NUM
cana-2551	238	47	,	,	PUNCT
cana-2551	238	48	pp	pp	ADJ
cana-2551	238	49	.	.	PUNCT
cana-2551	239	1	1181–1194	1181–1194	NUM
cana-2551	239	2	,	,	PUNCT
cana-2551	239	3	feb	feb	PROPN
cana-2551	239	4	.	.	PROPN
cana-2551	239	5	2015	2015	NUM
cana-2551	239	6	.	.	PUNCT
cana-2551	240	1	[	[	X
cana-2551	240	2	8	8	NUM
cana-2551	240	3	]	]	PUNCT
cana-2551	240	4	k.	k.	PROPN
cana-2551	240	5	sayed	sayed	PROPN
cana-2551	240	6	,	,	PUNCT
cana-2551	240	7	a.	a.	PROPN
cana-2551	240	8	m.	m.	PROPN
cana-2551	240	9	kassem	kassem	PROPN
cana-2551	240	10	,	,	PUNCT
cana-2551	240	11	i.	i.	PROPN
cana-2551	240	12	aboelhassan	aboelhassan	PROPN
cana-2551	240	13	,	,	PUNCT
cana-2551	240	14	a.	a.	PROPN
cana-2551	240	15	m.	m.	PROPN
cana-2551	240	16	aly	aly	PROPN
cana-2551	240	17	,	,	PUNCT
cana-2551	240	18	and	and	CCONJ
cana-2551	240	19	a.	a.	NOUN
cana-2551	240	20	g.	g.	PROPN
cana-2551	240	21	abo	abo	PROPN
cana-2551	240	22	-	-	PUNCT
cana-2551	240	23	khalil	khalil	PROPN
cana-2551	240	24	,	,	PUNCT
cana-2551	240	25	‘	'	PUNCT
cana-2551	240	26	‘	'	PUNCT
cana-2551	240	27	energy	energy	NOUN
cana-2551	240	28	management	management	NOUN
cana-2551	240	29	and	and	CCONJ
cana-2551	240	30	control	control	NOUN
cana-2551	240	31	strategy	strategy	NOUN
cana-2551	240	32	of	of	ADP
cana-2551	240	33	dc	dc	PROPN
cana-2551	240	34	microgrid	microgrid	PROPN
cana-2551	240	35	including	include	VERB
cana-2551	240	36	multiple	multiple	ADJ
cana-2551	240	37	energy	energy	NOUN
cana-2551	240	38	storage	storage	NOUN
cana-2551	240	39	systems	system	NOUN
cana-2551	240	40	,	,	PUNCT
cana-2551	240	41	’’	’'	PUNCT
cana-2551	240	42	in	in	ADP
cana-2551	240	43	proc	proc	NOUN
cana-2551	240	44	.	.	PUNCT
cana-2551	241	1	21st	21st	ADJ
cana-2551	241	2	int	int	NOUN
cana-2551	241	3	.	.	PUNCT
cana-2551	242	1	middle	middle	PROPN
cana-2551	242	2	east	east	PROPN
cana-2551	242	3	power	power	PROPN
cana-2551	242	4	syst	syst	PROPN
cana-2551	242	5	.	.	PUNCT
cana-2551	242	6	conf	conf	PROPN
cana-2551	242	7	.	.	PUNCT
cana-2551	243	1	(	(	PUNCT
cana-2551	243	2	mepcon	mepcon	NOUN
cana-2551	243	3	)	)	PUNCT
cana-2551	243	4	,	,	PUNCT
cana-2551	243	5	dec	dec	PROPN
cana-2551	243	6	.	.	PROPN
cana-2551	243	7	2019	2019	NUM
cana-2551	243	8	,	,	PUNCT
cana-2551	243	9	pp	pp	ADJ
cana-2551	243	10	.	.	PUNCT
cana-2551	244	1	736–741	736–741	NUM
cana-2551	244	2	.	.	PUNCT
cana-2551	245	1	[	[	X
cana-2551	245	2	9	9	NUM
cana-2551	245	3	]	]	PUNCT
cana-2551	245	4	a.k.rajputandj.s.lather,‘‘energymanagementofadcmicrogridwith	a.k.rajputandj.s.lather,‘‘energymanagementofadcmicrogridwith	ADP
cana-2551	245	5	hybrid	hybrid	ADJ
cana-2551	245	6	energy	energy	NOUN
cana-2551	245	7	storage	storage	NOUN
cana-2551	245	8	system	system	NOUN
cana-2551	245	9	using	use	VERB
cana-2551	245	10	pi	pi	NOUN
cana-2551	245	11	and	and	CCONJ
cana-2551	245	12	ann	ann	PROPN
cana-2551	245	13	based	base	VERB
cana-2551	245	14	hybrid	hybrid	NOUN
cana-2551	245	15	controller	controller	NOUN
cana-2551	245	16	,	,	PUNCT
cana-2551	245	17	’’	’'	PUNCT
cana-2551	245	18	int	int	NOUN
cana-2551	245	19	.	.	PUNCT
cana-2551	246	1	j.	j.	PROPN
cana-2551	246	2	ambient	ambient	PROPN
cana-2551	246	3	energy	energy	PROPN
cana-2551	246	4	,	,	PUNCT
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cana-2551	246	7	44	44	NUM
cana-2551	246	8	,	,	PUNCT
cana-2551	246	9	no	no	INTJ
cana-2551	246	10	.	.	NOUN
cana-2551	246	11	1	1	NUM
cana-2551	246	12	,	,	PUNCT
cana-2551	246	13	pp	pp	ADJ
cana-2551	246	14	.	.	PUNCT
cana-2551	247	1	703–718	703–718	NUM
cana-2551	247	2	,	,	PUNCT
cana-2551	247	3	dec	dec	PROPN
cana-2551	247	4	.	.	PROPN
cana-2551	247	5	2023	2023	NUM
cana-2551	247	6	.	.	PUNCT
cana-2551	248	1	[	[	X
cana-2551	248	2	10	10	NUM
cana-2551	248	3	]	]	X
cana-2551	248	4	s.	s.	PROPN
cana-2551	248	5	ferahtia	ferahtia	PROPN
cana-2551	248	6	,	,	PUNCT
cana-2551	248	7	a.	a.	NOUN
cana-2551	248	8	djerioui	djerioui	PROPN
cana-2551	248	9	,	,	PUNCT
cana-2551	248	10	h.	h.	PROPN
cana-2551	248	11	rezk	rezk	PROPN
cana-2551	248	12	,	,	PUNCT
cana-2551	248	13	a.	a.	NOUN
cana-2551	248	14	chouder	chouder	PROPN
cana-2551	248	15	,	,	PUNCT
cana-2551	248	16	a.	a.	NOUN
cana-2551	248	17	houari	houari	NOUN
cana-2551	248	18	,	,	PUNCT
cana-2551	248	19	and	and	CCONJ
cana-2551	248	20	m.	m.	NOUN
cana-2551	248	21	machmoum	machmoum	PROPN
cana-2551	248	22	,	,	PUNCT
cana-2551	248	23	‘	'	PUNCT
cana-2551	248	24	‘	'	PUNCT
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cana-2551	248	26	droop	droop	NOUN
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cana-2551	248	28	control	control	NOUN
cana-2551	248	29	strategy	strategy	NOUN
cana-2551	248	30	for	for	ADP
cana-2551	248	31	dc	dc	PROPN
cana-2551	248	32	microgrid	microgrid	PROPN
cana-2551	248	33	including	include	VERB
cana-2551	248	34	multiple	multiple	ADJ
cana-2551	248	35	batteries	battery	NOUN
cana-2551	248	36	energy	energy	NOUN
cana-2551	248	37	storage	storage	NOUN
cana-2551	248	38	systems	system	NOUN
cana-2551	248	39	,	,	PUNCT
cana-2551	248	40	’’	’'	PUNCT
cana-2551	248	41	j.	j.	PROPN
cana-2551	248	42	energy	energy	PROPN
cana-2551	248	43	storage	storage	NOUN
cana-2551	248	44	,	,	PUNCT
cana-2551	248	45	vol	vol	NOUN
cana-2551	248	46	.	.	PROPN
cana-2551	248	47	48	48	NUM
cana-2551	248	48	,	,	PUNCT
cana-2551	248	49	apr	apr	NOUN
cana-2551	248	50	.	.	PROPN
cana-2551	248	51	2022	2022	NUM
cana-2551	248	52	,	,	PUNCT
cana-2551	248	53	art	art	NOUN
cana-2551	248	54	.	.	PUNCT
cana-2551	249	1	no	no	INTJ
cana-2551	249	2	.	.	NOUN
cana-2551	250	1	103983	103983	NUM
cana-2551	250	2	.	.	PUNCT
cana-2551	251	1	[	[	X
cana-2551	251	2	11	11	NUM
cana-2551	251	3	]	]	PUNCT
cana-2551	251	4	z.	z.	PROPN
cana-2551	251	5	lv	lv	PROPN
cana-2551	251	6	,	,	PUNCT
cana-2551	251	7	y.	y.	PROPN
cana-2551	251	8	zhang	zhang	PROPN
cana-2551	251	9	,	,	PUNCT
cana-2551	251	10	m.	m.	PROPN
cana-2551	251	11	yu	yu	PROPN
cana-2551	251	12	,	,	PUNCT
cana-2551	251	13	y.	y.	PROPN
cana-2551	251	14	xia	xia	PROPN
cana-2551	251	15	,	,	PUNCT
cana-2551	251	16	and	and	CCONJ
cana-2551	251	17	w.	w.	PROPN
cana-2551	251	18	wei	wei	PROPN
cana-2551	251	19	,	,	PUNCT
cana-2551	251	20	‘	'	PUNCT
cana-2551	251	21	‘	'	PUNCT
cana-2551	251	22	decentralised	decentralise	VERB
cana-2551	251	23	coordinated	coordinated	ADJ
cana-2551	251	24	energy	energy	NOUN
cana-2551	251	25	management	management	NOUN
cana-2551	251	26	for	for	ADP
cana-2551	251	27	hybrid	hybrid	ADJ
cana-2551	251	28	ac	ac	PROPN
cana-2551	251	29	/	/	SYM
cana-2551	251	30	dc	dc	PROPN
cana-2551	251	31	microgrid	microgrid	PROPN
cana-2551	251	32	by	by	ADP
cana-2551	251	33	using	use	VERB
cana-2551	251	34	fuzzy	fuzzy	ADJ
cana-2551	251	35	control	control	NOUN
cana-2551	251	36	strategy	strategy	NOUN
cana-2551	251	37	,	,	PUNCT
cana-2551	251	38	’’	’'	PUNCT
cana-2551	251	39	iet	iet	PROPN
cana-2551	251	40	renew	renew	PROPN
cana-2551	251	41	.	.	PUNCT
cana-2551	252	1	power	power	NOUN
cana-2551	252	2	gener	gener	PROPN
cana-2551	252	3	.	.	PUNCT
cana-2551	252	4	,	,	PUNCT
cana-2551	252	5	vol	vol	NOUN
cana-2551	252	6	.	.	PROPN
cana-2551	253	1	14	14	NUM
cana-2551	253	2	,	,	PUNCT
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cana-2551	253	4	.	.	NOUN
cana-2551	253	5	14	14	NUM
cana-2551	253	6	,	,	PUNCT
cana-2551	253	7	pp	pp	ADJ
cana-2551	253	8	.	.	PUNCT
cana-2551	254	1	2649–2656	2649–2656	NUM
cana-2551	254	2	,	,	PUNCT
cana-2551	254	3	oct	oct	PROPN
cana-2551	254	4	.	.	PROPN
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cana-2551	254	6	.	.	PUNCT
cana-2551	255	1	[	[	X
cana-2551	255	2	12	12	NUM
cana-2551	255	3	]	]	PUNCT
cana-2551	256	1	s.	s.	PROPN
cana-2551	256	2	a.	a.	PROPN
cana-2551	256	3	g.	g.	PROPN
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cana-2551	256	8	i.	i.	PROPN
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cana-2551	256	10	,	,	PUNCT
cana-2551	256	11	t.	t.	PROPN
cana-2551	256	12	khalili	khalili	PROPN
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cana-2551	256	15	a.	a.	NOUN
cana-2551	256	16	bidram	bidram	PROPN
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cana-2551	256	18	‘	'	PUNCT
cana-2551	256	19	‘	'	PUNCT
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cana-2551	256	23	control	control	NOUN
cana-2551	256	24	strategy	strategy	NOUN
cana-2551	256	25	for	for	ADP
cana-2551	256	26	performance	performance	NOUN
cana-2551	256	27	improvement	improvement	NOUN
cana-2551	256	28	of	of	ADP
cana-2551	256	29	hybrid	hybrid	ADJ
cana-2551	256	30	energy	energy	NOUN
cana-2551	256	31	storage	storage	NOUN
cana-2551	256	32	systems	system	NOUN
cana-2551	256	33	in	in	ADP
cana-2551	256	34	dc	dc	PROPN
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cana-2551	256	36	,	,	PUNCT
cana-2551	256	37	’’	’'	PUNCT
cana-2551	256	38	ieee	ieee	NOUN
cana-2551	256	39	access	access	NOUN
cana-2551	256	40	,	,	PUNCT
cana-2551	256	41	vol	vol	NOUN
cana-2551	256	42	.	.	PROPN
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cana-2551	257	2	,	,	PUNCT
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cana-2551	258	4	.	.	PUNCT
cana-2551	259	1	[	[	X
cana-2551	259	2	13	13	NUM
cana-2551	259	3	]	]	X
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cana-2551	259	5	hafsi	hafsi	PROPN
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cana-2551	259	7	o.	o.	PROPN
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cana-2551	259	10	s.	s.	PROPN
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cana-2551	259	13	m.	m.	NOUN
cana-2551	259	14	a.	a.	PROPN
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cana-2551	259	16	,	,	PUNCT
cana-2551	259	17	m.	m.	NOUN
cana-2551	259	18	a.	a.	NOUN
cana-2551	259	19	hartani	hartani	PROPN
cana-2551	259	20	,	,	PUNCT
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cana-2551	259	22	a.	a.	NOUN
cana-2551	259	23	chakar	chakar	PROPN
cana-2551	259	24	,	,	PUNCT
cana-2551	259	25	‘	'	PUNCT
cana-2551	259	26	‘	'	PUNCT
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cana-2551	259	30	technology	technology	NOUN
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cana-2551	259	33	management	management	NOUN
cana-2551	259	34	comparison	comparison	NOUN
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cana-2551	259	41	energies	energy	NOUN
cana-2551	259	42	and	and	CCONJ
cana-2551	259	43	energy	energy	NOUN
cana-2551	259	44	storage	storage	NOUN
cana-2551	259	45	system	system	NOUN
cana-2551	259	46	,	,	PUNCT
cana-2551	259	47	’’	’'	PUNCT
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cana-2551	259	49	.	.	PUNCT
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cana-2551	260	3	.	.	PUNCT
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cana-2551	262	3	102121	102121	NUM
cana-2551	262	4	.	.	PUNCT
cana-2551	263	1	[	[	X
cana-2551	263	2	14	14	NUM
cana-2551	263	3	]	]	X
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cana-2551	263	6	,	,	PUNCT
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cana-2551	263	9	,	,	PUNCT
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cana-2551	263	16	,	,	PUNCT
cana-2551	263	17	‘	'	PUNCT
cana-2551	263	18	‘	'	PUNCT
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cana-2551	263	21	management	management	NOUN
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cana-2551	263	31	hybrid	hybrid	ADJ
cana-2551	263	32	storage	storage	NOUN
cana-2551	263	33	system	system	NOUN
cana-2551	263	34	,	,	PUNCT
cana-2551	263	35	’’	’'	PUNCT
cana-2551	263	36	int	int	NOUN
cana-2551	263	37	.	.	PUNCT
cana-2551	264	1	j.	j.	PROPN
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cana-2551	264	6	.	.	PROPN
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cana-2551	264	8	,	,	PUNCT
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cana-2551	264	10	.	.	NOUN
cana-2551	264	11	11	11	NUM
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cana-2551	266	2	15	15	NUM
cana-2551	266	3	]	]	X
cana-2551	266	4	p.	p.	NOUN
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cana-2551	266	8	s.	s.	PROPN
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cana-2551	266	11	‘	'	PUNCT
cana-2551	266	12	‘	'	PUNCT
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cana-2551	266	14	management	management	NOUN
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cana-2551	266	20	dc	dc	PROPN
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cana-2551	266	28	’’	’'	PUNCT
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cana-2551	266	30	.	.	PUNCT
cana-2551	267	1	energy	energy	NOUN
cana-2551	267	2	technol	technol	NOUN
cana-2551	267	3	.	.	PUNCT
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cana-2551	268	10	,	,	PUNCT
cana-2551	268	11	art	art	NOUN
cana-2551	268	12	.	.	PUNCT
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cana-2551	269	2	.	.	NOUN
cana-2551	269	3	100924	100924	NUM
cana-2551	269	4	.	.	PUNCT
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cana-2551	270	6	issn	issn	NOUN
cana-2551	270	7	:	:	PUNCT
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cana-2551	270	10	133x	133x	NUM
cana-2551	270	11	vol	vol	NOUN
cana-2551	270	12	32	32	NUM
cana-2551	270	13	no	no	NOUN
cana-2551	270	14	.	.	PUNCT
cana-2551	271	1	3s	3s	NUM
cana-2551	271	2	(	(	PUNCT
cana-2551	271	3	2025	2025	NUM
cana-2551	271	4	)	)	PUNCT
cana-2551	271	5	90	90	NUM
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cana-2551	272	1	[	[	X
cana-2551	272	2	16	16	NUM
cana-2551	272	3	]	]	PUNCT
cana-2551	272	4	t.	t.	PROPN
cana-2551	272	5	wu	wu	PROPN
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cana-2551	272	17	s.	s.	PROPN
cana-2551	272	18	riffat	riffat	PROPN
cana-2551	272	19	,	,	PUNCT
cana-2551	272	20	‘	'	PUNCT
cana-2551	272	21	‘	'	PUNCT
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cana-2551	272	23	control	control	NOUN
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cana-2551	272	29	hybrid	hybrid	ADJ
cana-2551	272	30	energy	energy	NOUN
cana-2551	272	31	storage	storage	NOUN
cana-2551	272	32	system	system	NOUN
cana-2551	272	33	to	to	PART
cana-2551	272	34	smooth	smooth	VERB
cana-2551	272	35	power	power	NOUN
cana-2551	272	36	output	output	NOUN
cana-2551	272	37	fluctuation	fluctuation	NOUN
cana-2551	272	38	,	,	PUNCT
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cana-2551	272	41	.	.	PUNCT
cana-2551	273	1	j.	j.	PROPN
cana-2551	273	2	low	low	ADJ
cana-2551	273	3	-	-	PUNCT
cana-2551	273	4	carbon	carbon	NOUN
cana-2551	273	5	technol	technol	NOUN
cana-2551	273	6	.	.	PUNCT
cana-2551	273	7	,	,	PUNCT
cana-2551	273	8	vol	vol	NOUN
cana-2551	273	9	.	.	PROPN
cana-2551	273	10	15	15	NUM
cana-2551	273	11	,	,	PUNCT
cana-2551	273	12	no	no	INTJ
cana-2551	273	13	.	.	NOUN
cana-2551	273	14	1	1	NUM
cana-2551	273	15	,	,	PUNCT
cana-2551	273	16	pp	pp	ADJ
cana-2551	273	17	.	.	PUNCT
cana-2551	274	1	46–54	46–54	NUM
cana-2551	274	2	,	,	PUNCT
cana-2551	274	3	feb	feb	PROPN
cana-2551	274	4	.	.	PROPN
cana-2551	274	5	2020	2020	NUM
cana-2551	274	6	.	.	PUNCT
cana-2551	275	1	[	[	X
cana-2551	275	2	17	17	NUM
cana-2551	275	3	]	]	PUNCT
cana-2551	275	4	m.	m.	PROPN
cana-2551	275	5	s.	s.	PROPN
cana-2551	275	6	soliman	soliman	PROPN
cana-2551	275	7	,	,	PUNCT
cana-2551	275	8	y.	y.	PROPN
cana-2551	275	9	belkhier	belkhier	PROPN
cana-2551	275	10	,	,	PUNCT
cana-2551	275	11	n.	n.	PROPN
cana-2551	275	12	ullah	ullah	PROPN
cana-2551	275	13	,	,	PUNCT
cana-2551	275	14	a.	a.	NOUN
cana-2551	275	15	achour	achour	PROPN
cana-2551	275	16	,	,	PUNCT
cana-2551	275	17	y.	y.	PROPN
cana-2551	275	18	m.	m.	PROPN
cana-2551	275	19	alharbi	alharbi	PROPN
cana-2551	275	20	,	,	PUNCT
cana-2551	275	21	a.	a.	NOUN
cana-2551	275	22	a.	a.	PROPN
cana-2551	275	23	al	al	PROPN
cana-2551	275	24	alahmadi	alahmadi	PROPN
cana-2551	275	25	,	,	PUNCT
cana-2551	275	26	h.	h.	PROPN
cana-2551	275	27	abeida	abeida	PROPN
cana-2551	275	28	,	,	PUNCT
cana-2551	275	29	and	and	CCONJ
cana-2551	275	30	y.	y.	PROPN
cana-2551	275	31	s.	s.	PROPN
cana-2551	275	32	h.	h.	PROPN
cana-2551	275	33	khraisat	khraisat	PROPN
cana-2551	275	34	,	,	PUNCT
cana-2551	275	35	‘	'	PUNCT
cana-2551	275	36	‘	'	PUNCT
cana-2551	275	37	supervisory	supervisory	ADJ
cana-2551	275	38	energy	energy	NOUN
cana-2551	275	39	management	management	NOUN
cana-2551	275	40	of	of	ADP
cana-2551	275	41	a	a	DET
cana-2551	275	42	hybrid	hybrid	ADJ
cana-2551	275	43	battery	battery	NOUN
cana-2551	275	44	/	/	SYM
cana-2551	275	45	pv	pv	NOUN
cana-2551	275	46	/	/	SYM
cana-2551	275	47	tidal	tidal	ADJ
cana-2551	275	48	/	/	SYM
cana-2551	275	49	wind	wind	NOUN
cana-2551	275	50	sources	source	NOUN
cana-2551	275	51	integrated	integrate	VERB
cana-2551	275	52	in	in	ADP
cana-2551	275	53	dcmicrogrid	dcmicrogrid	ADJ
cana-2551	275	54	energy	energy	NOUN
cana-2551	275	55	storage	storage	NOUN
cana-2551	275	56	system	system	NOUN
cana-2551	275	57	,	,	PUNCT
cana-2551	275	58	’’	’'	PUNCT
cana-2551	275	59	energy	energy	NOUN
cana-2551	275	60	rep	rep	PROPN
cana-2551	275	61	.	.	PROPN
cana-2551	275	62	,	,	PUNCT
cana-2551	275	63	vol	vol	NOUN
cana-2551	275	64	.	.	PROPN
cana-2551	275	65	7	7	NUM
cana-2551	275	66	,	,	PUNCT
cana-2551	275	67	pp	pp	ADJ
cana-2551	275	68	.	.	PUNCT
cana-2551	276	1	7728–7740	7728–7740	NUM
cana-2551	276	2	,	,	PUNCT
cana-2551	276	3	nov	nov	PROPN
cana-2551	276	4	.	.	PROPN
cana-2551	276	5	2021	2021	NUM
cana-2551	276	6	.	.	PUNCT
cana-2551	277	1	[	[	X
cana-2551	277	2	18	18	NUM
cana-2551	277	3	]	]	X
cana-2551	277	4	h.	h.	PROPN
cana-2551	277	5	li	li	PROPN
cana-2551	277	6	,	,	PUNCT
cana-2551	277	7	l.	l.	PROPN
cana-2551	277	8	fu	fu	PROPN
cana-2551	277	9	,	,	PUNCT
cana-2551	277	10	y.	y.	PROPN
cana-2551	277	11	zhang	zhang	PROPN
cana-2551	277	12	,	,	PUNCT
cana-2551	277	13	x.	x.	PROPN
cana-2551	277	14	gao	gao	PROPN
cana-2551	277	15	,	,	PUNCT
cana-2551	277	16	and	and	CCONJ
cana-2551	277	17	y.	y.	PROPN
cana-2551	277	18	lin	lin	PROPN
cana-2551	277	19	,	,	PUNCT
cana-2551	277	20	‘	'	PUNCT
cana-2551	277	21	‘	'	PUNCT
cana-2551	277	22	soc	soc	NOUN
cana-2551	277	23	-	-	PUNCT
cana-2551	277	24	based	base	VERB
cana-2551	277	25	hybrid	hybrid	ADJ
cana-2551	277	26	energy	energy	NOUN
cana-2551	277	27	storage	storage	NOUN
cana-2551	277	28	system	system	NOUN
cana-2551	277	29	dynamical	dynamical	ADJ
cana-2551	277	30	and	and	CCONJ
cana-2551	277	31	coordinated	coordinated	ADJ
cana-2551	277	32	control	control	NOUN
cana-2551	277	33	for	for	ADP
cana-2551	277	34	vessel	vessel	PROPN
cana-2551	277	35	dc	dc	PROPN
cana-2551	277	36	microgrid	microgrid	PROPN
cana-2551	277	37	,	,	PUNCT
cana-2551	277	38	’’	’'	PUNCT
cana-2551	277	39	in	in	ADP
cana-2551	277	40	proc	proc	NOUN
cana-2551	277	41	.	.	PUNCT
cana-2551	278	1	ieee	ieee	PROPN
cana-2551	278	2	innov	innov	PROPN
cana-2551	278	3	.	.	PUNCT
cana-2551	279	1	smart	smart	ADJ
cana-2551	279	2	grid	grid	NOUN
cana-2551	279	3	technol	technol	NOUN
cana-2551	279	4	.	.	PUNCT
cana-2551	280	1	asia	asia	PROPN
cana-2551	280	2	(	(	PUNCT
cana-2551	280	3	isgt	isgt	NOUN
cana-2551	280	4	asia	asia	PROPN
cana-2551	280	5	)	)	PUNCT
cana-2551	280	6	,	,	PUNCT
cana-2551	280	7	may	may	AUX
cana-2551	280	8	2019	2019	NUM
cana-2551	280	9	,	,	PUNCT
cana-2551	280	10	pp	pp	ADJ
cana-2551	280	11	.	.	PUNCT
cana-2551	280	12	1381	1381	NUM
cana-2551	280	13	–	–	PUNCT
cana-2551	280	14	1386	1386	NUM
cana-2551	280	15	.	.	PUNCT
cana-2551	281	1	[	[	X
cana-2551	281	2	19	19	NUM
cana-2551	281	3	]	]	PUNCT
cana-2551	281	4	p.	p.	PROPN
cana-2551	281	5	wang	wang	PROPN
cana-2551	281	6	,	,	PUNCT
cana-2551	281	7	w.	w.	PROPN
cana-2551	281	8	wang	wang	PROPN
cana-2551	281	9	,	,	PUNCT
cana-2551	281	10	n.	n.	PROPN
cana-2551	281	11	meng	meng	PROPN
cana-2551	281	12	,	,	PUNCT
cana-2551	281	13	and	and	CCONJ
cana-2551	281	14	d.	d.	PROPN
cana-2551	281	15	xu	xu	PROPN
cana-2551	281	16	,	,	PUNCT
cana-2551	281	17	‘	'	PUNCT
cana-2551	281	18	‘	'	PUNCT
cana-2551	281	19	multi	multi	ADJ
cana-2551	281	20	-	-	ADJ
cana-2551	281	21	objective	objective	ADJ
cana-2551	281	22	energy	energy	NOUN
cana-2551	281	23	managementsystemfordcmicrogridsbasedonthemaximummembershipdegree	managementsystemfordcmicrogridsbasedonthemaximummembershipdegree	NOUN
cana-2551	281	24	principle	principle	NOUN
cana-2551	281	25	,	,	PUNCT
cana-2551	281	26	’’	’'	PUNCT
cana-2551	281	27	j.	j.	PROPN
cana-2551	281	28	modern	modern	PROPN
cana-2551	281	29	power	power	PROPN
cana-2551	281	30	syst	syst	PROPN
cana-2551	281	31	.	.	PUNCT
cana-2551	282	1	clean	clean	ADJ
cana-2551	282	2	energy	energy	NOUN
cana-2551	282	3	,	,	PUNCT
cana-2551	282	4	vol	vol	NOUN
cana-2551	282	5	.	.	PROPN
cana-2551	282	6	6	6	NUM
cana-2551	282	7	,	,	PUNCT
cana-2551	282	8	no	no	INTJ
cana-2551	282	9	.	.	NOUN
cana-2551	282	10	4	4	NUM
cana-2551	282	11	,	,	PUNCT
cana-2551	282	12	pp	pp	ADJ
cana-2551	282	13	.	.	PUNCT
cana-2551	283	1	668–678	668–678	NUM
cana-2551	283	2	,	,	PUNCT
cana-2551	283	3	jul	jul	PROPN
cana-2551	283	4	.	.	PROPN
cana-2551	283	5	2018	2018	NUM
cana-2551	283	6	.	.	PUNCT
cana-2551	284	1	[	[	X
cana-2551	284	2	20	20	NUM
cana-2551	284	3	]	]	PUNCT
cana-2551	284	4	m.	m.	NOUN
cana-2551	284	5	vijayan	vijayan	PROPN
cana-2551	284	6	,	,	PUNCT
cana-2551	284	7	r.	r.	PROPN
cana-2551	284	8	r.	r.	PROPN
cana-2551	284	9	udumula	udumula	PROPN
cana-2551	284	10	,	,	PUNCT
cana-2551	284	11	t.	t.	PROPN
cana-2551	284	12	mahto	mahto	PROPN
cana-2551	284	13	,	,	PUNCT
cana-2551	284	14	b.	b.	PROPN
cana-2551	284	15	lokeshgupta	lokeshgupta	PROPN
cana-2551	284	16	,	,	PUNCT
cana-2551	284	17	b.	b.	PROPN
cana-2551	284	18	s.	s.	PROPN
cana-2551	284	19	goud	goud	PROPN
cana-2551	284	20	,	,	PUNCT
cana-2551	284	21	c.	c.	PROPN
cana-2551	284	22	n.	n.	PROPN
cana-2551	284	23	s.	s.	PROPN
cana-2551	284	24	kalyan	kalyan	PROPN
cana-2551	284	25	,	,	PUNCT
cana-2551	284	26	p.	p.	PROPN
cana-2551	284	27	k.	k.	PROPN
cana-2551	284	28	balachandran	balachandran	PROPN
cana-2551	284	29	,	,	PUNCT
cana-2551	284	30	c.	c.	PROPN
cana-2551	284	31	dhanamjayulu	dhanamjayulu	PROPN
cana-2551	284	32	,	,	PUNCT
cana-2551	284	33	s.	s.	PROPN
cana-2551	284	34	padmanaban	padmanaban	PROPN
cana-2551	284	35	,	,	PUNCT
cana-2551	284	36	and	and	CCONJ
cana-2551	284	37	b.	b.	PROPN
cana-2551	284	38	twala	twala	PROPN
cana-2551	284	39	,	,	PUNCT
cana-2551	284	40	‘	'	PUNCT
cana-2551	284	41	‘	'	PUNCT
cana-2551	284	42	optimal	optimal	ADJ
cana-2551	284	43	pi	pi	NOUN
cana-2551	284	44	-	-	PUNCT
cana-2551	284	45	controller	controller	NOUN
cana-2551	284	46	-	-	PUNCT
cana-2551	284	47	based	base	VERB
cana-2551	284	48	hybrid	hybrid	ADJ
cana-2551	284	49	energy	energy	NOUN
cana-2551	284	50	storage	storage	NOUN
cana-2551	284	51	system	system	NOUN
cana-2551	284	52	in	in	ADP
cana-2551	284	53	dc	dc	PROPN
cana-2551	284	54	microgrid	microgrid	PROPN
cana-2551	284	55	,	,	PUNCT
cana-2551	284	56	’’	’'	PUNCT
cana-2551	284	57	sustainability	sustainability	NOUN
cana-2551	284	58	,	,	PUNCT
cana-2551	284	59	vol	vol	NOUN
cana-2551	284	60	.	.	PROPN
cana-2551	284	61	14	14	NUM
cana-2551	284	62	,	,	PUNCT
cana-2551	284	63	no	no	INTJ
cana-2551	284	64	.	.	NOUN
cana-2551	284	65	22	22	NUM
cana-2551	284	66	,	,	PUNCT
cana-2551	284	67	p.	p.	NOUN
cana-2551	284	68	14666	14666	NUM
cana-2551	284	69	,	,	PUNCT
cana-2551	284	70	nov	nov	PROPN
cana-2551	284	71	.	.	PROPN
cana-2551	284	72	2022	2022	NUM
cana-2551	284	73	.	.	PUNCT
cana-2551	285	1	[	[	X
cana-2551	285	2	21	21	NUM
cana-2551	285	3	]	]	X
cana-2551	285	4	q.	q.	PROPN
cana-2551	285	5	li	li	PROPN
cana-2551	285	6	,	,	PUNCT
cana-2551	285	7	l.	l.	PROPN
cana-2551	285	8	yin	yin	PROPN
cana-2551	285	9	,	,	PUNCT
cana-2551	285	10	h.	h.	PROPN
cana-2551	285	11	yang	yang	PROPN
cana-2551	285	12	,	,	PUNCT
cana-2551	285	13	t.	t.	PROPN
cana-2551	285	14	wang	wang	PROPN
cana-2551	285	15	,	,	PUNCT
cana-2551	285	16	y.	y.	PROPN
cana-2551	285	17	qiu	qiu	PROPN
cana-2551	285	18	,	,	PUNCT
cana-2551	285	19	and	and	CCONJ
cana-2551	285	20	w.	w.	PROPN
cana-2551	285	21	chen	chen	PROPN
cana-2551	285	22	,	,	PUNCT
cana-2551	285	23	‘	'	PUNCT
cana-2551	285	24	‘	'	PUNCT
cana-2551	285	25	multiobjective	multiobjective	ADJ
cana-2551	285	26	optimization	optimization	NOUN
cana-2551	285	27	and	and	CCONJ
cana-2551	285	28	data	data	NOUN
cana-2551	285	29	-	-	PUNCT
cana-2551	285	30	driven	drive	VERB
cana-2551	285	31	constraint	constraint	NOUN
cana-2551	285	32	adaptive	adaptive	ADJ
cana-2551	285	33	predictive	predictive	ADJ
cana-2551	285	34	control	control	NOUN
cana-2551	285	35	for	for	ADP
cana-2551	285	36	efficient	efficient	ADJ
cana-2551	285	37	and	and	CCONJ
cana-2551	285	38	stable	stable	ADJ
cana-2551	285	39	operation	operation	NOUN
cana-2551	285	40	of	of	ADP
cana-2551	285	41	pemfc	pemfc	ADJ
cana-2551	285	42	system	system	NOUN
cana-2551	285	43	,	,	PUNCT
cana-2551	285	44	’’	’'	PUNCT
cana-2551	285	45	ieee	ieee	NOUN
cana-2551	285	46	trans	trans	PROPN
cana-2551	285	47	.	.	PUNCT
cana-2551	286	1	ind	ind	PROPN
cana-2551	286	2	.	.	PUNCT
cana-2551	286	3	electron	electron	PROPN
cana-2551	286	4	.	.	PUNCT
cana-2551	286	5	,	,	PUNCT
cana-2551	287	1	vol	vol	NOUN
cana-2551	287	2	.	.	PROPN
cana-2551	288	1	68	68	NUM
cana-2551	288	2	,	,	PUNCT
cana-2551	288	3	no	no	INTJ
cana-2551	288	4	.	.	NOUN
cana-2551	288	5	12	12	NUM
cana-2551	288	6	,	,	PUNCT
cana-2551	288	7	pp	pp	ADJ
cana-2551	288	8	.	.	PUNCT
cana-2551	289	1	12418–12429	12418–12429	NUM
cana-2551	289	2	,	,	PUNCT
cana-2551	289	3	dec	dec	PROPN
cana-2551	289	4	.	.	PROPN
cana-2551	289	5	2021	2021	NUM
cana-2551	289	6	.	.	PUNCT
cana-2551	290	1	[	[	X
cana-2551	290	2	22	22	NUM
cana-2551	290	3	]	]	PUNCT
cana-2551	290	4	q.	q.	PROPN
cana-2551	290	5	li	li	PROPN
cana-2551	290	6	,	,	PUNCT
cana-2551	290	7	p.	p.	PROPN
cana-2551	290	8	liu	liu	PROPN
cana-2551	290	9	,	,	PUNCT
cana-2551	290	10	x.	x.	PROPN
cana-2551	290	11	meng	meng	PROPN
cana-2551	290	12	,	,	PUNCT
cana-2551	290	13	g.	g.	PROPN
cana-2551	290	14	zhang	zhang	PROPN
cana-2551	290	15	,	,	PUNCT
cana-2551	290	16	y.	y.	PROPN
cana-2551	290	17	ai	ai	PROPN
cana-2551	290	18	,	,	PUNCT
cana-2551	290	19	and	and	CCONJ
cana-2551	290	20	w.	w.	PROPN
cana-2551	290	21	chen	chen	PROPN
cana-2551	290	22	,	,	PUNCT
cana-2551	290	23	‘	'	PUNCT
cana-2551	290	24	‘	'	PUNCT
cana-2551	290	25	model	model	NOUN
cana-2551	290	26	prediction	prediction	NOUN
cana-2551	290	27	control	control	NOUN
cana-2551	290	28	-	-	PUNCT
cana-2551	290	29	based	base	VERB
cana-2551	290	30	energy	energy	NOUN
cana-2551	290	31	management	management	NOUN
cana-2551	290	32	combining	combine	VERB
cana-2551	290	33	self	self	NOUN
cana-2551	290	34	-	-	PUNCT
cana-2551	290	35	trending	trend	VERB
cana-2551	290	36	prediction	prediction	NOUN
cana-2551	290	37	and	and	CCONJ
cana-2551	290	38	subset	subset	NOUN
cana-2551	290	39	-	-	PUNCT
cana-2551	290	40	searching	search	VERB
cana-2551	290	41	algorithm	algorithm	NOUN
cana-2551	290	42	for	for	ADP
cana-2551	290	43	hydrogenelectric	hydrogenelectric	ADV
cana-2551	290	44	multipleunit	multipleunit	ADJ
cana-2551	290	45	train,’’ieee	train,’’ieee	PROPN
cana-2551	290	46	trans	trans	PROPN
cana-2551	290	47	.	.	PUNCT
cana-2551	291	1	transport	transport	NOUN
cana-2551	291	2	.	.	PUNCT
cana-2551	292	1	electrific	electrific	PROPN
cana-2551	292	2	.	.	PUNCT
cana-2551	292	3	,	,	PUNCT
cana-2551	292	4	vol	vol	NOUN
cana-2551	292	5	.	.	PROPN
cana-2551	292	6	8	8	NUM
cana-2551	292	7	,	,	PUNCT
cana-2551	292	8	no	no	INTJ
cana-2551	292	9	.	.	NOUN
cana-2551	292	10	2	2	NUM
cana-2551	292	11	,	,	PUNCT
cana-2551	292	12	pp	pp	ADJ
cana-2551	292	13	.	.	PUNCT
cana-2551	293	1	2249–2260	2249–2260	NUM
cana-2551	293	2	,	,	PUNCT
cana-2551	293	3	jun	jun	PROPN
cana-2551	293	4	.	.	PROPN
cana-2551	293	5	2022	2022	NUM
cana-2551	293	6	.	.	PUNCT
cana-2551	294	1	[	[	X
cana-2551	294	2	23	23	NUM
cana-2551	294	3	]	]	PUNCT
cana-2551	294	4	a.	a.	PROPN
cana-2551	294	5	abbasi	abbasi	PROPN
cana-2551	294	6	,	,	PUNCT
cana-2551	294	7	h.	h.	PROPN
cana-2551	294	8	a.	a.	PROPN
cana-2551	294	9	khalid	khalid	PROPN
cana-2551	294	10	,	,	PUNCT
cana-2551	294	11	h.	h.	PROPN
cana-2551	294	12	rehman	rehman	PROPN
cana-2551	294	13	,	,	PUNCT
cana-2551	294	14	and	and	CCONJ
cana-2551	294	15	a.	a.	PROPN
cana-2551	294	16	u.	u.	PROPN
cana-2551	294	17	khan	khan	PROPN
cana-2551	294	18	,	,	PUNCT
cana-2551	294	19	‘	'	PUNCT
cana-2551	294	20	‘	'	PUNCT
cana-2551	294	21	a	a	DET
cana-2551	294	22	novel	novel	ADJ
cana-2551	294	23	dynamic	dynamic	ADJ
cana-2551	294	24	load	load	NOUN
cana-2551	294	25	scheduling	scheduling	NOUN
cana-2551	294	26	and	and	CCONJ
cana-2551	294	27	peak	peak	NOUN
cana-2551	294	28	shaving	shaving	NOUN
cana-2551	294	29	control	control	NOUN
cana-2551	294	30	scheme	scheme	NOUN
cana-2551	294	31	in	in	ADP
cana-2551	294	32	community	community	NOUN
cana-2551	294	33	home	home	NOUN
cana-2551	294	34	energy	energy	NOUN
cana-2551	294	35	management	management	NOUN
cana-2551	294	36	system	system	NOUN
cana-2551	294	37	based	base	VERB
cana-2551	294	38	microgrids	microgrid	NOUN
cana-2551	294	39	,	,	PUNCT
cana-2551	294	40	’’	’'	PUNCT
cana-2551	294	41	ieee	ieee	NOUN
cana-2551	294	42	access	access	NOUN
cana-2551	294	43	,	,	PUNCT
cana-2551	294	44	vol	vol	NOUN
cana-2551	294	45	.	.	PROPN
cana-2551	294	46	11	11	NUM
cana-2551	294	47	,	,	PUNCT
cana-2551	294	48	pp	pp	ADJ
cana-2551	294	49	.	.	PUNCT
cana-2551	295	1	32508–32522	32508–32522	NUM
cana-2551	295	2	,	,	PUNCT
cana-2551	295	3	2023	2023	NUM
cana-2551	295	4	.	.	PUNCT
cana-2551	296	1	[	[	X
cana-2551	296	2	24	24	NUM
cana-2551	296	3	]	]	PUNCT
cana-2551	296	4	r.	r.	PROPN
cana-2551	296	5	yao	yao	PROPN
cana-2551	296	6	,	,	PUNCT
cana-2551	296	7	x.	x.	PROPN
cana-2551	296	8	lu	lu	PROPN
cana-2551	296	9	,	,	PUNCT
cana-2551	296	10	h.	h.	PROPN
cana-2551	296	11	zhou	zhou	PROPN
cana-2551	296	12	,	,	PUNCT
cana-2551	296	13	and	and	CCONJ
cana-2551	296	14	j.	j.	PROPN
cana-2551	296	15	lai	lai	PROPN
cana-2551	296	16	,	,	PUNCT
cana-2551	296	17	‘	'	PUNCT
cana-2551	296	18	‘	'	PUNCT
cana-2551	296	19	a	a	DET
cana-2551	296	20	novel	novel	ADJ
cana-2551	296	21	category	category	NOUN
cana-2551	296	22	-	-	PUNCT
cana-2551	296	23	specific	specific	ADJ
cana-2551	296	24	pricing	pricing	NOUN
cana-2551	296	25	strategy	strategy	NOUN
cana-2551	296	26	for	for	ADP
cana-2551	296	27	demand	demand	NOUN
cana-2551	296	28	response	response	NOUN
cana-2551	296	29	in	in	ADP
cana-2551	296	30	microgrids	microgrid	NOUN
cana-2551	296	31	,	,	PUNCT
cana-2551	296	32	’’	’'	PUNCT
cana-2551	296	33	ieee	ieee	NOUN
cana-2551	296	34	trans	tran	NOUN
cana-2551	296	35	.	.	PUNCT
cana-2551	297	1	sustain	sustain	VERB
cana-2551	297	2	.	.	PUNCT
cana-2551	298	1	energy	energy	NOUN
cana-2551	298	2	,	,	PUNCT
cana-2551	298	3	vol	vol	NOUN
cana-2551	298	4	.	.	PROPN
cana-2551	298	5	13	13	NUM
cana-2551	298	6	,	,	PUNCT
cana-2551	298	7	no	no	INTJ
cana-2551	298	8	.	.	NOUN
cana-2551	298	9	1	1	NUM
cana-2551	298	10	,	,	PUNCT
cana-2551	298	11	pp	pp	ADJ
cana-2551	298	12	.	.	PUNCT
cana-2551	299	1	182–195	182–195	NUM
cana-2551	299	2	,	,	PUNCT
cana-2551	299	3	jan	jan	PROPN
cana-2551	299	4	.	.	PROPN
cana-2551	299	5	2022	2022	NUM
cana-2551	299	6	.	.	PUNCT
cana-2551	300	1	[	[	X
cana-2551	300	2	25	25	NUM
cana-2551	300	3	]	]	PUNCT
cana-2551	300	4	q.	q.	PROPN
cana-2551	300	5	li	li	PROPN
cana-2551	300	6	,	,	PUNCT
cana-2551	300	7	x.	x.	PROPN
cana-2551	300	8	xiao	xiao	PROPN
cana-2551	300	9	,	,	PUNCT
cana-2551	300	10	y.	y.	PROPN
cana-2551	300	11	pu	pu	PROPN
cana-2551	300	12	,	,	PUNCT
cana-2551	300	13	s.	s.	PROPN
cana-2551	300	14	luo	luo	PROPN
cana-2551	300	15	,	,	PUNCT
cana-2551	300	16	h.	h.	PROPN
cana-2551	300	17	liu	liu	PROPN
cana-2551	300	18	,	,	PUNCT
cana-2551	300	19	and	and	CCONJ
cana-2551	300	20	w.	w.	PROPN
cana-2551	300	21	chen	chen	PROPN
cana-2551	300	22	,	,	PUNCT
cana-2551	300	23	‘	'	PUNCT
cana-2551	300	24	‘	'	PUNCT
cana-2551	300	25	hierarchical	hierarchical	ADJ
cana-2551	300	26	optimal	optimal	ADJ
cana-2551	300	27	scheduling	scheduling	NOUN
cana-2551	300	28	method	method	NOUN
cana-2551	300	29	for	for	ADP
cana-2551	300	30	regional	regional	ADJ
cana-2551	300	31	integrated	integrate	VERB
cana-2551	300	32	energy	energy	NOUN
cana-2551	300	33	systems	system	NOUN
cana-2551	300	34	considering	consider	VERB
cana-2551	300	35	electricity	electricity	NOUN
cana-2551	300	36	-	-	PUNCT
cana-2551	300	37	hydrogen	hydrogen	NOUN
cana-2551	300	38	shared	share	VERB
cana-2551	300	39	energy	energy	NOUN
cana-2551	300	40	,	,	PUNCT
cana-2551	300	41	’’	’'	PUNCT
cana-2551	300	42	appl	appl	NOUN
cana-2551	300	43	.	.	PUNCT
cana-2551	301	1	energy	energy	NOUN
cana-2551	301	2	,	,	PUNCT
cana-2551	301	3	vol	vol	NOUN
cana-2551	301	4	.	.	PROPN
cana-2551	301	5	349	349	NUM
cana-2551	301	6	,	,	PUNCT
cana-2551	301	7	nov	nov	PROPN
cana-2551	301	8	.	.	PROPN
cana-2551	301	9	2023	2023	NUM
cana-2551	301	10	,	,	PUNCT
cana-2551	301	11	art	art	NOUN
cana-2551	301	12	.	.	PUNCT
cana-2551	302	1	no	no	INTJ
cana-2551	302	2	.	.	NOUN
cana-2551	303	1	121670	121670	NUM
cana-2551	303	2	.	.	PUNCT
cana-2551	304	1	[	[	X
cana-2551	304	2	26	26	NUM
cana-2551	304	3	]	]	PUNCT
cana-2551	304	4	a.	a.	NOUN
cana-2551	304	5	alzahrani	alzahrani	PROPN
cana-2551	304	6	,	,	PUNCT
cana-2551	304	7	m.	m.	PROPN
cana-2551	304	8	u.	u.	PROPN
cana-2551	304	9	rahman	rahman	PROPN
cana-2551	304	10	,	,	PUNCT
cana-2551	304	11	g.	g.	PROPN
cana-2551	304	12	hafeez	hafeez	PROPN
cana-2551	304	13	,	,	PUNCT
cana-2551	304	14	g.	g.	PROPN
cana-2551	304	15	rukh	rukh	PROPN
cana-2551	304	16	,	,	PUNCT
cana-2551	304	17	s.	s.	PROPN
cana-2551	304	18	ali	ali	PROPN
cana-2551	304	19	,	,	PUNCT
cana-2551	304	20	s.	s.	PROPN
cana-2551	304	21	murawwat	murawwat	PROPN
cana-2551	304	22	,	,	PUNCT
cana-2551	304	23	f.	f.	PROPN
cana-2551	304	24	iftikhar	iftikhar	PROPN
cana-2551	304	25	,	,	PUNCT
cana-2551	304	26	s.	s.	PROPN
cana-2551	304	27	i.	i.	PROPN
cana-2551	304	28	haider	haider	PROPN
cana-2551	304	29	,	,	PUNCT
cana-2551	304	30	m.	m.	NOUN
cana-2551	304	31	i.	i.	PROPN
cana-2551	304	32	khan	khan	PROPN
cana-2551	304	33	,	,	PUNCT
cana-2551	304	34	and	and	CCONJ
cana-2551	304	35	a.	a.	NOUN
cana-2551	304	36	m.	m.	NOUN
cana-2551	304	37	abed	abe	VERB
cana-2551	304	38	,	,	PUNCT
cana-2551	304	39	‘	'	PUNCT
cana-2551	304	40	‘	'	PUNCT
cana-2551	304	41	a	a	DET
cana-2551	304	42	strategy	strategy	NOUN
cana-2551	304	43	for	for	ADP
cana-2551	304	44	multi	multi	ADJ
cana-2551	304	45	-	-	ADJ
cana-2551	304	46	objective	objective	ADJ
cana-2551	304	47	energy	energy	NOUN
cana-2551	304	48	optimization	optimization	NOUN
cana-2551	304	49	in	in	ADP
cana-2551	304	50	smart	smart	ADJ
cana-2551	304	51	grid	grid	NOUN
cana-2551	304	52	considering	consider	VERB
cana-2551	304	53	renewable	renewable	ADJ
cana-2551	304	54	energy	energy	NOUN
cana-2551	304	55	and	and	CCONJ
cana-2551	304	56	batteries	battery	NOUN
cana-2551	304	57	energy	energy	NOUN
cana-2551	304	58	storage	storage	NOUN
cana-2551	304	59	system	system	NOUN
cana-2551	304	60	,	,	PUNCT
cana-2551	304	61	’’	’'	PUNCT
cana-2551	304	62	ieee	ieee	NOUN
cana-2551	304	63	access	access	NOUN
cana-2551	304	64	,	,	PUNCT
cana-2551	304	65	vol	vol	NOUN
cana-2551	304	66	.	.	PROPN
cana-2551	304	67	11	11	NUM
cana-2551	304	68	,	,	PUNCT
cana-2551	304	69	pp	pp	ADJ
cana-2551	304	70	.	.	PUNCT
cana-2551	305	1	33872–33886	33872–33886	NUM
cana-2551	305	2	,	,	PUNCT
cana-2551	305	3	2023	2023	NUM
cana-2551	305	4	.	.	PUNCT
cana-2551	306	1	[	[	X
cana-2551	306	2	27	27	NUM
cana-2551	306	3	]	]	PUNCT
cana-2551	306	4	a.	a.	PROPN
cana-2551	306	5	f.	f.	PROPN
cana-2551	306	6	güven	güven	PROPN
cana-2551	306	7	,	,	PUNCT
cana-2551	306	8	n.	n.	PROPN
cana-2551	306	9	yörükeren	yörükeren	PROPN
cana-2551	306	10	,	,	PUNCT
cana-2551	306	11	e.	e.	PROPN
cana-2551	306	12	tag	tag	PROPN
cana-2551	306	13	-	-	PUNCT
cana-2551	306	14	eldin	eldin	NOUN
cana-2551	306	15	,	,	PUNCT
cana-2551	306	16	and	and	CCONJ
cana-2551	306	17	m.	m.	NOUN
cana-2551	306	18	m.	m.	PROPN
cana-2551	306	19	samy	samy	PROPN
cana-2551	306	20	,	,	PUNCT
cana-2551	306	21	‘	'	PUNCT
cana-2551	306	22	‘	'	PUNCT
cana-2551	306	23	multiobjective	multiobjective	ADJ
cana-2551	306	24	optimization	optimization	NOUN
cana-2551	306	25	of	of	ADP
cana-2551	306	26	an	an	DET
cana-2551	306	27	islanded	islande	VERB
cana-2551	306	28	green	green	ADJ
cana-2551	306	29	energy	energy	NOUN
cana-2551	306	30	system	system	NOUN
cana-2551	306	31	utilizing	utilize	VERB
cana-2551	306	32	sophisticated	sophisticated	ADJ
cana-2551	306	33	hybrid	hybrid	ADJ
cana-2551	306	34	metaheuristic	metaheuristic	ADJ
cana-2551	306	35	approach	approach	NOUN
cana-2551	306	36	,	,	PUNCT
cana-2551	306	37	’’	’'	PUNCT
cana-2551	306	38	ieee	ieee	NOUN
cana-2551	306	39	access	access	NOUN
cana-2551	306	40	,	,	PUNCT
cana-2551	306	41	vol	vol	NOUN
cana-2551	306	42	.	.	PROPN
cana-2551	306	43	11	11	NUM
cana-2551	306	44	,	,	PUNCT
cana-2551	306	45	pp	pp	ADJ
cana-2551	306	46	.	.	PUNCT
cana-2551	307	1	103044–103068	103044–103068	NUM
cana-2551	307	2	,	,	PUNCT
cana-2551	307	3	2023	2023	NUM
cana-2551	307	4	.	.	PUNCT
cana-2551	308	1	[	[	X
cana-2551	308	2	28	28	NUM
cana-2551	308	3	]	]	X
cana-2551	308	4	m.	m.	PROPN
cana-2551	308	5	ali	ali	PROPN
cana-2551	308	6	,	,	PUNCT
cana-2551	308	7	m.	m.	NOUN
cana-2551	308	8	a.	a.	NOUN
cana-2551	308	9	abdulgalil	abdulgalil	PROPN
cana-2551	308	10	,	,	PUNCT
cana-2551	308	11	i.	i.	NOUN
cana-2551	308	12	habiballah	habiballah	PROPN
cana-2551	308	13	,	,	PUNCT
cana-2551	308	14	and	and	CCONJ
cana-2551	308	15	m.	m.	PROPN
cana-2551	308	16	khalid	khalid	PROPN
cana-2551	308	17	,	,	PUNCT
cana-2551	308	18	‘	'	PUNCT
cana-2551	308	19	‘	'	PUNCT
cana-2551	308	20	optimal	optimal	ADJ
cana-2551	308	21	scheduling	scheduling	NOUN
cana-2551	308	22	of	of	ADP
cana-2551	308	23	isolated	isolated	ADJ
cana-2551	308	24	microgrids	microgrid	NOUN
cana-2551	308	25	with	with	ADP
cana-2551	308	26	hybrid	hybrid	ADJ
cana-2551	308	27	renewables	renewable	NOUN
cana-2551	308	28	and	and	CCONJ
cana-2551	308	29	energy	energy	NOUN
cana-2551	308	30	storage	storage	NOUN
cana-2551	308	31	systems	system	NOUN
cana-2551	308	32	considering	consider	VERB
cana-2551	308	33	demand	demand	NOUN
cana-2551	308	34	response	response	NOUN
cana-2551	308	35	,	,	PUNCT
cana-2551	308	36	’’	’'	PUNCT
cana-2551	308	37	ieee	ieee	NOUN
cana-2551	308	38	access	access	NOUN
cana-2551	308	39	,	,	PUNCT
cana-2551	308	40	vol	vol	NOUN
cana-2551	308	41	.	.	PROPN
cana-2551	308	42	11	11	NUM
cana-2551	308	43	,	,	PUNCT
cana-2551	308	44	pp	pp	ADJ
cana-2551	308	45	.	.	PUNCT
cana-2551	308	46	80266–80273	80266–80273	NUM
cana-2551	308	47	,	,	PUNCT
cana-2551	308	48	2023	2023	NUM
cana-2551	308	49	.	.	PUNCT
cana-2551	309	1	[	[	X
cana-2551	309	2	29	29	NUM
cana-2551	309	3	]	]	PUNCT
cana-2551	309	4	s.	s.	PROPN
cana-2551	309	5	ahmad	ahmad	PROPN
cana-2551	309	6	,	,	PUNCT
cana-2551	309	7	m.	m.	NOUN
cana-2551	309	8	shafiullah	shafiullah	PROPN
cana-2551	309	9	,	,	PUNCT
cana-2551	309	10	c.	c.	PROPN
cana-2551	309	11	b.	b.	PROPN
cana-2551	309	12	ahmed	ahmed	PROPN
cana-2551	309	13	,	,	PUNCT
cana-2551	309	14	and	and	CCONJ
cana-2551	309	15	m.	m.	NOUN
cana-2551	309	16	alowaifeer	alowaifeer	PROPN
cana-2551	309	17	,	,	PUNCT
cana-2551	309	18	‘	'	PUNCT
cana-2551	309	19	‘	'	PUNCT
cana-2551	309	20	a	a	DET
cana-2551	309	21	review	review	NOUN
cana-2551	309	22	of	of	ADP
cana-2551	309	23	microgrid	microgrid	ADJ
cana-2551	309	24	energy	energy	NOUN
cana-2551	309	25	management	management	NOUN
cana-2551	309	26	and	and	CCONJ
cana-2551	309	27	control	control	NOUN
cana-2551	309	28	strategies	strategy	NOUN
cana-2551	309	29	,	,	PUNCT
cana-2551	309	30	’’	’'	PUNCT
cana-2551	309	31	ieee	ieee	NOUN
cana-2551	309	32	access	access	NOUN
cana-2551	309	33	,	,	PUNCT
cana-2551	309	34	vol	vol	NOUN
cana-2551	309	35	.	.	PROPN
cana-2551	309	36	11	11	NUM
cana-2551	309	37	,	,	PUNCT
cana-2551	309	38	pp	pp	ADJ
cana-2551	309	39	.	.	PUNCT
cana-2551	310	1	21729–21757	21729–21757	NOUN
cana-2551	310	2	,	,	PUNCT
cana-2551	310	3	2023	2023	NUM
cana-2551	310	4	.	.	PUNCT
cana-2551	311	1	[	[	X
cana-2551	311	2	30	30	NUM
cana-2551	311	3	]	]	PUNCT
cana-2551	311	4	x.	x.	NOUN
cana-2551	311	5	lin	lin	PROPN
cana-2551	311	6	and	and	CCONJ
cana-2551	311	7	r.	r.	PROPN
cana-2551	311	8	zamora	zamora	PROPN
cana-2551	311	9	,	,	PUNCT
cana-2551	311	10	‘	'	PUNCT
cana-2551	311	11	‘	'	PUNCT
cana-2551	311	12	controls	control	NOUN
cana-2551	311	13	of	of	ADP
cana-2551	311	14	hybrid	hybrid	ADJ
cana-2551	311	15	energy	energy	NOUN
cana-2551	311	16	storage	storage	NOUN
cana-2551	311	17	systems	system	NOUN
cana-2551	311	18	in	in	ADP
cana-2551	311	19	microgrids	microgrid	NOUN
cana-2551	311	20	:	:	PUNCT
cana-2551	311	21	critical	critical	ADJ
cana-2551	311	22	review	review	NOUN
cana-2551	311	23	,	,	PUNCT
cana-2551	311	24	case	case	NOUN
cana-2551	311	25	study	study	NOUN
cana-2551	311	26	and	and	CCONJ
cana-2551	311	27	future	future	ADJ
cana-2551	311	28	trends	trend	NOUN
cana-2551	311	29	,	,	PUNCT
cana-2551	311	30	’’	’'	PUNCT
cana-2551	311	31	j.	j.	PROPN
cana-2551	311	32	energy	energy	PROPN
cana-2551	311	33	storage	storage	NOUN
cana-2551	311	34	,	,	PUNCT
cana-2551	311	35	vol	vol	NOUN
cana-2551	311	36	.	.	PROPN
cana-2551	312	1	47	47	NUM
cana-2551	312	2	,	,	PUNCT
cana-2551	312	3	mar	mar	PROPN
cana-2551	312	4	.	.	PROPN
cana-2551	312	5	2022	2022	NUM
cana-2551	312	6	,	,	PUNCT
cana-2551	312	7	art	art	NOUN
cana-2551	312	8	.	.	PUNCT
cana-2551	313	1	no	no	INTJ
cana-2551	313	2	.	.	NOUN
cana-2551	314	1	103884	103884	NUM
cana-2551	314	2	.	.	PUNCT
cana-2551	315	1	[	[	X
cana-2551	315	2	31	31	NUM
cana-2551	315	3	]	]	X
cana-2551	315	4	b.	b.	PROPN
cana-2551	315	5	gu	gu	PROPN
cana-2551	315	6	,	,	PUNCT
cana-2551	315	7	c.	c.	PROPN
cana-2551	315	8	mao	mao	PROPN
cana-2551	315	9	,	,	PUNCT
cana-2551	315	10	b.	b.	PROPN
cana-2551	315	11	liu	liu	PROPN
cana-2551	315	12	,	,	PUNCT
cana-2551	315	13	d.	d.	PROPN
cana-2551	315	14	wang	wang	PROPN
cana-2551	315	15	,	,	PUNCT
cana-2551	315	16	h.	h.	PROPN
cana-2551	315	17	fan	fan	PROPN
cana-2551	315	18	,	,	PUNCT
cana-2551	315	19	j.	j.	PROPN
cana-2551	315	20	zhu	zhu	PROPN
cana-2551	315	21	,	,	PUNCT
cana-2551	315	22	and	and	CCONJ
cana-2551	315	23	z.	z.	PROPN
cana-2551	315	24	sang,‘‘optimal	sang,‘‘optimal	PROPN
cana-2551	315	25	charge	charge	NOUN
cana-2551	315	26	/	/	SYM
cana-2551	315	27	discharge	discharge	NOUN
cana-2551	315	28	scheduling	scheduling	NOUN
cana-2551	315	29	for	for	ADP
cana-2551	315	30	batteries	battery	NOUN
cana-2551	315	31	in	in	ADP
cana-2551	315	32	energy	energy	NOUN
cana-2551	315	33	router	router	NOUN
cana-2551	315	34	-	-	PUNCT
cana-2551	315	35	based	base	VERB
cana-2551	315	36	microgrids	microgrid	NOUN
cana-2551	315	37	of	of	ADP
cana-2551	315	38	prosumers	prosumer	NOUN
cana-2551	315	39	via	via	ADP
cana-2551	315	40	peer	peer	NOUN
cana-2551	315	41	-	-	PUNCT
cana-2551	315	42	to	to	ADP
cana-2551	315	43	-	-	PUNCT
cana-2551	315	44	peer	peer	NOUN
cana-2551	315	45	trading	trading	NOUN
cana-2551	315	46	,	,	PUNCT
cana-2551	315	47	’’	’'	PUNCT
cana-2551	315	48	ieee	ieee	NOUN
cana-2551	315	49	trans	tran	NOUN
cana-2551	315	50	.	.	PUNCT
cana-2551	315	51	sustain	sustain	VERB
cana-2551	315	52	.	.	PUNCT
cana-2551	316	1	energy	energy	NOUN
cana-2551	316	2	,	,	PUNCT
cana-2551	316	3	vol	vol	NOUN
cana-2551	316	4	.	.	PROPN
cana-2551	316	5	13	13	NUM
cana-2551	316	6	,	,	PUNCT
cana-2551	316	7	no	no	INTJ
cana-2551	316	8	.	.	NOUN
cana-2551	316	9	3	3	NUM
cana-2551	316	10	,	,	PUNCT
cana-2551	316	11	pp	pp	ADJ
cana-2551	316	12	.	.	PUNCT
cana-2551	317	1	1315–1328	1315–1328	NUM
cana-2551	317	2	,	,	PUNCT
cana-2551	317	3	jul	jul	PROPN
cana-2551	317	4	.	.	PROPN
cana-2551	317	5	2022	2022	NUM
cana-2551	317	6	.	.	PUNCT
cana-2551	318	1	[	[	X
cana-2551	318	2	32	32	NUM
cana-2551	318	3	]	]	PUNCT
cana-2551	318	4	l.	l.	PROPN
cana-2551	318	5	wang	wang	PROPN
cana-2551	318	6	,	,	PUNCT
cana-2551	318	7	q.	q.	PROPN
cana-2551	318	8	cao	cao	PROPN
cana-2551	318	9	,	,	PUNCT
cana-2551	318	10	z.	z.	PROPN
cana-2551	318	11	zhang	zhang	PROPN
cana-2551	318	12	,	,	PUNCT
cana-2551	318	13	s.	s.	PROPN
cana-2551	318	14	mirjalili	mirjalili	PROPN
cana-2551	318	15	,	,	PUNCT
cana-2551	318	16	and	and	CCONJ
cana-2551	318	17	w.	w.	PROPN
cana-2551	318	18	zhao	zhao	PROPN
cana-2551	318	19	,	,	PUNCT
cana-2551	318	20	‘	'	PUNCT
cana-2551	318	21	‘	'	PUNCT
cana-2551	318	22	artificial	artificial	ADJ
cana-2551	318	23	rabbits	rabbit	NOUN
cana-2551	318	24	optimization	optimization	NOUN
cana-2551	318	25	:	:	PUNCT
cana-2551	318	26	a	a	DET
cana-2551	318	27	new	new	ADJ
cana-2551	318	28	bio	bio	ADJ
cana-2551	318	29	-	-	PUNCT
cana-2551	318	30	inspired	inspire	VERB
cana-2551	318	31	metaheuristic	metaheuristic	ADJ
cana-2551	318	32	algorithm	algorithm	NOUN
cana-2551	318	33	for	for	ADP
cana-2551	318	34	solving	solve	VERB
cana-2551	318	35	engineering	engineering	NOUN
cana-2551	318	36	optimization	optimization	NOUN
cana-2551	318	37	problems	problem	NOUN
cana-2551	318	38	,	,	PUNCT
cana-2551	318	39	’’	’'	PUNCT
cana-2551	318	40	eng	eng	PROPN
cana-2551	318	41	.	.	PUNCT
cana-2551	318	42	appl	appl	PROPN
cana-2551	318	43	.	.	PUNCT
cana-2551	319	1	artif	artif	PROPN
cana-2551	319	2	.	.	PUNCT
cana-2551	320	1	intell	intell	PROPN
cana-2551	320	2	.	.	PUNCT
cana-2551	320	3	,	,	PUNCT
cana-2551	320	4	vol	vol	NOUN
cana-2551	320	5	.	.	PROPN
cana-2551	320	6	114	114	NUM
cana-2551	320	7	,	,	PUNCT
cana-2551	320	8	sep	sep	PROPN
cana-2551	320	9	.	.	PROPN
cana-2551	320	10	2022	2022	NUM
cana-2551	320	11	,	,	PUNCT
cana-2551	320	12	art	art	NOUN
cana-2551	320	13	.	.	PUNCT
cana-2551	321	1	no	no	INTJ
cana-2551	321	2	.	.	NOUN
cana-2551	321	3	105082	105082	NUM
cana-2551	321	4	.	.	PUNCT
cana-2551	322	1	[	[	X
cana-2551	322	2	33	33	NUM
cana-2551	322	3	]	]	X
cana-2551	322	4	h.abouobaida	h.abouobaida	ADJ
cana-2551	322	5	,	,	PUNCT
cana-2551	322	6	l.deoliveira	l.deoliveira	NOUN
cana-2551	322	7	-	-	PUNCT
cana-2551	322	8	assis	assis	NOUN
cana-2551	322	9	,	,	PUNCT
cana-2551	322	10	e.p.p.soares	e.p.p.soare	NOUN
cana-2551	322	11	-	-	PUNCT
cana-2551	322	12	ramos	ramo	NOUN
cana-2551	322	13	,	,	PUNCT
cana-2551	322	14	h.mahmoudi	h.mahmoudi	NOUN
cana-2551	322	15	,	,	PUNCT
cana-2551	322	16	j.	j.	PROPN
cana-2551	322	17	m.	m.	PROPN
cana-2551	322	18	guerrero	guerrero	PROPN
cana-2551	322	19	,	,	PUNCT
cana-2551	322	20	and	and	CCONJ
cana-2551	322	21	m.	m.	PROPN
cana-2551	322	22	jamil	jamil	PROPN
cana-2551	322	23	,	,	PUNCT
cana-2551	322	24	‘	'	PUNCT
cana-2551	322	25	‘	'	PUNCT
cana-2551	322	26	energy	energy	NOUN
cana-2551	322	27	management	management	NOUN
cana-2551	322	28	and	and	CCONJ
cana-2551	322	29	control	control	NOUN
cana-2551	322	30	strategy	strategy	NOUN
cana-2551	322	31	of	of	ADP
cana-2551	322	32	dc	dc	PROPN
cana-2551	322	33	microgrid	microgrid	PROPN
cana-2551	322	34	based	base	VERB
cana-2551	322	35	hybrid	hybrid	ADJ
cana-2551	322	36	storage	storage	NOUN
cana-2551	322	37	system	system	NOUN
cana-2551	322	38	,	,	PUNCT
cana-2551	322	39	’’	’'	PUNCT
cana-2551	322	40	simul	simul	PROPN
cana-2551	322	41	.	.	PUNCT
cana-2551	322	42	model	model	PROPN
cana-2551	322	43	.	.	PUNCT
cana-2551	323	1	pract	pract	PROPN
cana-2551	323	2	.	.	PUNCT
cana-2551	324	1	theory	theory	NOUN
cana-2551	324	2	,	,	PUNCT
cana-2551	324	3	vol	vol	NOUN
cana-2551	324	4	.	.	PROPN
cana-2551	324	5	124	124	NUM
cana-2551	324	6	,	,	PUNCT
cana-2551	324	7	apr	apr	PROPN
cana-2551	324	8	.	.	PROPN
cana-2551	324	9	2023	2023	NUM
cana-2551	324	10	,	,	PUNCT
cana-2551	324	11	art	art	NOUN
cana-2551	324	12	.	.	PUNCT
cana-2551	325	1	no	no	INTJ
cana-2551	325	2	.	.	NOUN
cana-2551	325	3	102726	102726	NUM
cana-2551	325	4	.	.	PUNCT