id	sid	tid	token	lemma	pos
bracis-28431	1	1	improved	improve	VERB
bracis-28431	1	2	fuzzy	fuzzy	ADJ
bracis-28431	1	3	decision	decision	NOUN
bracis-28431	1	4	system	system	NOUN
bracis-28431	1	5	for	for	ADP
bracis-28431	1	6	energy	energy	NOUN
bracis-28431	1	7	bill	bill	NOUN
bracis-28431	1	8	reduction	reduction	NOUN
bracis-28431	1	9	in	in	ADP
bracis-28431	1	10	the	the	DET
bracis-28431	1	11	context	context	NOUN
bracis-28431	1	12	of	of	ADP
bracis-28431	1	13	the	the	DET
bracis-28431	1	14	brazilian	brazilian	ADJ
bracis-28431	1	15	white	white	PROPN
bracis-28431	1	16	tariff	tariff	PROPN
bracis-28431	1	17	scenario	scenario	PROPN
bracis-28431	1	18	|	|	ADV
bracis-28431	1	19	springer	springer	NOUN
bracis-28431	1	20	nature	nature	PROPN
bracis-28431	1	21	link	link	PROPN
bracis-28431	1	22	(	(	PUNCT
bracis-28431	1	23	formerly	formerly	ADV
bracis-28431	1	24	springerlink	springerlink	NOUN
bracis-28431	1	25	)	)	PUNCT
bracis-28431	1	26	skip	skip	VERB
bracis-28431	1	27	to	to	ADP
bracis-28431	1	28	main	main	ADJ
bracis-28431	1	29	content	content	NOUN
bracis-28431	1	30	advertisement	advertisement	NOUN
bracis-28431	1	31	log	log	NOUN
bracis-28431	1	32	in	in	ADP
bracis-28431	1	33	menu	menu	NOUN
bracis-28431	1	34	find	find	VERB
bracis-28431	1	35	a	a	DET
bracis-28431	1	36	journal	journal	NOUN
bracis-28431	1	37	publish	publish	VERB
bracis-28431	1	38	with	with	ADP
bracis-28431	1	39	us	we	PRON
bracis-28431	1	40	track	track	VERB
bracis-28431	1	41	your	your	PRON
bracis-28431	1	42	research	research	NOUN
bracis-28431	1	43	search	search	NOUN
bracis-28431	1	44	cart	cart	NOUN
bracis-28431	1	45	home	home	NOUN
bracis-28431	1	46	intelligent	intelligent	ADJ
bracis-28431	1	47	systems	system	NOUN
bracis-28431	1	48	conference	conference	NOUN
bracis-28431	1	49	paper	paper	NOUN
bracis-28431	1	50	improved	improve	VERB
bracis-28431	1	51	fuzzy	fuzzy	ADJ
bracis-28431	1	52	decision	decision	NOUN
bracis-28431	1	53	system	system	NOUN
bracis-28431	1	54	for	for	ADP
bracis-28431	1	55	energy	energy	NOUN
bracis-28431	1	56	bill	bill	NOUN
bracis-28431	1	57	reduction	reduction	NOUN
bracis-28431	1	58	in	in	ADP
bracis-28431	1	59	the	the	DET
bracis-28431	1	60	context	context	NOUN
bracis-28431	1	61	of	of	ADP
bracis-28431	1	62	the	the	DET
bracis-28431	1	63	brazilian	brazilian	ADJ
bracis-28431	1	64	white	white	PROPN
bracis-28431	1	65	tariff	tariff	PROPN
bracis-28431	1	66	scenario	scenario	PROPN
bracis-28431	1	67	conference	conference	PROPN
bracis-28431	1	68	paper	paper	NOUN
bracis-28431	1	69	first	first	ADV
bracis-28431	1	70	online	online	ADV
bracis-28431	1	71	:	:	PUNCT
bracis-28431	1	72	12	12	NUM
bracis-28431	1	73	october	october	NOUN
bracis-28431	1	74	2023	2023	NUM
bracis-28431	1	75	pp	pp	PROPN
bracis-28431	1	76	441–454	441–454	NUM
bracis-28431	1	77	cite	cite	VERB
bracis-28431	1	78	this	this	DET
bracis-28431	1	79	conference	conference	NOUN
bracis-28431	1	80	paper	paper	NOUN
bracis-28431	1	81	access	access	NOUN
bracis-28431	1	82	provided	provide	VERB
bracis-28431	1	83	by	by	ADP
bracis-28431	1	84	university	university	PROPN
bracis-28431	1	85	of	of	ADP
bracis-28431	1	86	notre	notre	PROPN
bracis-28431	1	87	dame	dame	PROPN
bracis-28431	1	88	hesburgh	hesburgh	PROPN
bracis-28431	1	89	library	library	PROPN
bracis-28431	1	90	download	download	PROPN
bracis-28431	1	91	book	book	NOUN
bracis-28431	1	92	pdf	pdf	PROPN
bracis-28431	1	93	download	download	NOUN
bracis-28431	1	94	book	book	NOUN
bracis-28431	1	95	epub	epub	PROPN
bracis-28431	1	96	intelligent	intelligent	ADJ
bracis-28431	1	97	systems	system	NOUN
bracis-28431	1	98	(	(	PUNCT
bracis-28431	1	99	bracis	bracis	NOUN
bracis-28431	1	100	2023	2023	NUM
bracis-28431	1	101	)	)	PUNCT
bracis-28431	1	102	improved	improve	VERB
bracis-28431	1	103	fuzzy	fuzzy	ADJ
bracis-28431	1	104	decision	decision	NOUN
bracis-28431	1	105	system	system	NOUN
bracis-28431	1	106	for	for	ADP
bracis-28431	1	107	energy	energy	NOUN
bracis-28431	1	108	bill	bill	NOUN
bracis-28431	1	109	reduction	reduction	NOUN
bracis-28431	1	110	in	in	ADP
bracis-28431	1	111	the	the	DET
bracis-28431	1	112	context	context	NOUN
bracis-28431	1	113	of	of	ADP
bracis-28431	1	114	the	the	DET
bracis-28431	1	115	brazilian	brazilian	ADJ
bracis-28431	1	116	white	white	PROPN
bracis-28431	1	117	tariff	tariff	PROPN
bracis-28431	1	118	scenario	scenario	PROPN
bracis-28431	1	119	download	download	PROPN
bracis-28431	1	120	book	book	NOUN
bracis-28431	1	121	pdf	pdf	PROPN
bracis-28431	1	122	download	download	NOUN
bracis-28431	1	123	book	book	PROPN
bracis-28431	1	124	epub	epub	PROPN
bracis-28431	1	125	raimunda	raimunda	PROPN
bracis-28431	1	126	branco9	branco9	PROPN
bracis-28431	1	127	&	&	CCONJ
bracis-28431	1	128	filipe	filipe	PROPN
bracis-28431	1	129	saraiva9	saraiva9	PROPN
bracis-28431	1	130	  	  	SPACE
bracis-28431	1	131	part	part	NOUN
bracis-28431	1	132	of	of	ADP
bracis-28431	1	133	the	the	DET
bracis-28431	1	134	book	book	NOUN
bracis-28431	1	135	series	series	NOUN
bracis-28431	1	136	:	:	PUNCT
bracis-28431	1	137	lecture	lecture	NOUN
bracis-28431	1	138	notes	note	NOUN
bracis-28431	1	139	in	in	ADP
bracis-28431	1	140	computer	computer	NOUN
bracis-28431	1	141	science	science	NOUN
bracis-28431	1	142	(	(	PUNCT
bracis-28431	1	143	(	(	PUNCT
bracis-28431	1	144	lnai	lnai	ADJ
bracis-28431	1	145	,	,	PUNCT
bracis-28431	1	146	volume	volume	NOUN
bracis-28431	1	147	14197	14197	NUM
bracis-28431	1	148	)	)	PUNCT
bracis-28431	1	149	)	)	PUNCT
bracis-28431	1	150	included	include	VERB
bracis-28431	1	151	in	in	ADP
bracis-28431	1	152	the	the	DET
bracis-28431	1	153	following	follow	VERB
bracis-28431	1	154	conference	conference	NOUN
bracis-28431	1	155	series	series	NOUN
bracis-28431	1	156	:	:	PUNCT
bracis-28431	1	157	brazilian	brazilian	ADJ
bracis-28431	1	158	conference	conference	NOUN
bracis-28431	1	159	on	on	ADP
bracis-28431	1	160	intelligent	intelligent	ADJ
bracis-28431	1	161	systems	system	NOUN
bracis-28431	1	162	498	498	NUM
bracis-28431	1	163	accesses	access	NOUN
bracis-28431	1	164	abstract	abstract	ADV
bracis-28431	1	165	the	the	DET
bracis-28431	1	166	production	production	NOUN
bracis-28431	1	167	of	of	ADP
bracis-28431	1	168	energy	energy	NOUN
bracis-28431	1	169	from	from	ADP
bracis-28431	1	170	renewable	renewable	ADJ
bracis-28431	1	171	sources	source	NOUN
bracis-28431	1	172	has	have	AUX
bracis-28431	1	173	become	become	VERB
bracis-28431	1	174	a	a	DET
bracis-28431	1	175	more	more	ADV
bracis-28431	1	176	sustainable	sustainable	ADJ
bracis-28431	1	177	and	and	CCONJ
bracis-28431	1	178	environmentally	environmentally	ADV
bracis-28431	1	179	correct	correct	ADJ
bracis-28431	1	180	alternative	alternative	NOUN
bracis-28431	1	181	,	,	PUNCT
bracis-28431	1	182	where	where	SCONJ
bracis-28431	1	183	the	the	DET
bracis-28431	1	184	use	use	NOUN
bracis-28431	1	185	of	of	ADP
bracis-28431	1	186	solar	solar	ADJ
bracis-28431	1	187	energy	energy	NOUN
bracis-28431	1	188	through	through	ADP
bracis-28431	1	189	photovoltaic	photovoltaic	NOUN
bracis-28431	1	190	systems	system	NOUN
bracis-28431	1	191	is	be	AUX
bracis-28431	1	192	evident	evident	ADJ
bracis-28431	1	193	.	.	PUNCT
bracis-28431	2	1	one	one	NUM
bracis-28431	2	2	of	of	ADP
bracis-28431	2	3	the	the	DET
bracis-28431	2	4	main	main	ADJ
bracis-28431	2	5	problems	problem	NOUN
bracis-28431	2	6	in	in	ADP
bracis-28431	2	7	the	the	DET
bracis-28431	2	8	use	use	NOUN
bracis-28431	2	9	of	of	ADP
bracis-28431	2	10	photovoltaic	photovoltaic	NOUN
bracis-28431	2	11	systems	system	NOUN
bracis-28431	2	12	is	be	AUX
bracis-28431	2	13	the	the	DET
bracis-28431	2	14	high	high	ADJ
bracis-28431	2	15	cost	cost	NOUN
bracis-28431	2	16	of	of	ADP
bracis-28431	2	17	installation	installation	NOUN
bracis-28431	2	18	and	and	CCONJ
bracis-28431	2	19	maintenance	maintenance	NOUN
bracis-28431	2	20	of	of	ADP
bracis-28431	2	21	this	this	DET
bracis-28431	2	22	system	system	NOUN
bracis-28431	2	23	,	,	PUNCT
bracis-28431	2	24	in	in	ADP
bracis-28431	2	25	addition	addition	NOUN
bracis-28431	2	26	to	to	ADP
bracis-28431	2	27	the	the	DET
bracis-28431	2	28	cost	cost	NOUN
bracis-28431	2	29	of	of	ADP
bracis-28431	2	30	the	the	DET
bracis-28431	2	31	residential	residential	ADJ
bracis-28431	2	32	electricity	electricity	NOUN
bracis-28431	2	33	tariff	tariff	NOUN
bracis-28431	2	34	,	,	PUNCT
bracis-28431	2	35	which	which	PRON
bracis-28431	2	36	makes	make	VERB
bracis-28431	2	37	this	this	DET
bracis-28431	2	38	technology	technology	NOUN
bracis-28431	2	39	expensive	expensive	ADJ
bracis-28431	2	40	for	for	ADP
bracis-28431	2	41	most	most	ADJ
bracis-28431	2	42	residential	residential	ADJ
bracis-28431	2	43	consumers	consumer	NOUN
bracis-28431	2	44	in	in	ADP
bracis-28431	2	45	brazil	brazil	PROPN
bracis-28431	2	46	.	.	PUNCT
bracis-28431	3	1	an	an	DET
bracis-28431	3	2	alternative	alternative	NOUN
bracis-28431	3	3	for	for	SCONJ
bracis-28431	3	4	consumers	consumer	NOUN
bracis-28431	3	5	to	to	PART
bracis-28431	3	6	get	get	VERB
bracis-28431	3	7	around	around	ADP
bracis-28431	3	8	the	the	DET
bracis-28431	3	9	high	high	ADJ
bracis-28431	3	10	amounts	amount	NOUN
bracis-28431	3	11	paid	pay	VERB
bracis-28431	3	12	on	on	ADP
bracis-28431	3	13	the	the	DET
bracis-28431	3	14	energy	energy	NOUN
bracis-28431	3	15	bill	bill	NOUN
bracis-28431	3	16	is	be	AUX
bracis-28431	3	17	to	to	PART
bracis-28431	3	18	opt	opt	VERB
bracis-28431	3	19	for	for	ADP
bracis-28431	3	20	the	the	DET
bracis-28431	3	21	white	white	ADJ
bracis-28431	3	22	tariff	tariff	NOUN
bracis-28431	3	23	modality	modality	NOUN
bracis-28431	3	24	,	,	PUNCT
bracis-28431	3	25	which	which	PRON
bracis-28431	3	26	is	be	AUX
bracis-28431	3	27	characterized	characterize	VERB
bracis-28431	3	28	by	by	ADP
bracis-28431	3	29	offering	offer	VERB
bracis-28431	3	30	the	the	DET
bracis-28431	3	31	variation	variation	NOUN
bracis-28431	3	32	of	of	ADP
bracis-28431	3	33	the	the	DET
bracis-28431	3	34	energy	energy	NOUN
bracis-28431	3	35	value	value	NOUN
bracis-28431	3	36	according	accord	VERB
bracis-28431	3	37	to	to	ADP
bracis-28431	3	38	the	the	DET
bracis-28431	3	39	day	day	NOUN
bracis-28431	3	40	and	and	CCONJ
bracis-28431	3	41	time	time	NOUN
bracis-28431	3	42	of	of	ADP
bracis-28431	3	43	consumption	consumption	NOUN
bracis-28431	3	44	.	.	PUNCT
bracis-28431	4	1	the	the	DET
bracis-28431	4	2	present	present	ADJ
bracis-28431	4	3	work	work	NOUN
bracis-28431	4	4	aims	aim	VERB
bracis-28431	4	5	to	to	PART
bracis-28431	4	6	develop	develop	VERB
bracis-28431	4	7	a	a	DET
bracis-28431	4	8	fuzzy	fuzzy	ADJ
bracis-28431	4	9	system	system	NOUN
bracis-28431	4	10	to	to	PART
bracis-28431	4	11	manage	manage	VERB
bracis-28431	4	12	the	the	DET
bracis-28431	4	13	energy	energy	NOUN
bracis-28431	4	14	production	production	NOUN
bracis-28431	4	15	from	from	ADP
bracis-28431	4	16	a	a	DET
bracis-28431	4	17	photovoltaic	photovoltaic	NOUN
bracis-28431	4	18	system	system	NOUN
bracis-28431	4	19	,	,	PUNCT
bracis-28431	4	20	optimizing	optimize	VERB
bracis-28431	4	21	the	the	DET
bracis-28431	4	22	use	use	NOUN
bracis-28431	4	23	of	of	ADP
bracis-28431	4	24	the	the	DET
bracis-28431	4	25	produced	produce	VERB
bracis-28431	4	26	energy	energy	NOUN
bracis-28431	4	27	between	between	ADP
bracis-28431	4	28	the	the	DET
bracis-28431	4	29	consumer	consumer	NOUN
bracis-28431	4	30	,	,	PUNCT
bracis-28431	4	31	the	the	DET
bracis-28431	4	32	battery	battery	NOUN
bracis-28431	4	33	and	and	CCONJ
bracis-28431	4	34	the	the	DET
bracis-28431	4	35	electric	electric	ADJ
bracis-28431	4	36	grid	grid	NOUN
bracis-28431	4	37	in	in	ADP
bracis-28431	4	38	a	a	DET
bracis-28431	4	39	white	white	ADJ
bracis-28431	4	40	tariff	tariff	NOUN
bracis-28431	4	41	scenario	scenario	NOUN
bracis-28431	4	42	for	for	ADP
bracis-28431	4	43	residential	residential	ADJ
bracis-28431	4	44	units	unit	NOUN
bracis-28431	4	45	in	in	ADP
bracis-28431	4	46	brazil	brazil	PROPN
bracis-28431	4	47	.	.	PUNCT
bracis-28431	5	1	based	base	VERB
bracis-28431	5	2	on	on	ADP
bracis-28431	5	3	the	the	DET
bracis-28431	5	4	simulations	simulation	NOUN
bracis-28431	5	5	,	,	PUNCT
bracis-28431	5	6	the	the	DET
bracis-28431	5	7	fuzzy	fuzzy	ADJ
bracis-28431	5	8	system	system	NOUN
bracis-28431	5	9	presented	present	VERB
bracis-28431	5	10	is	be	AUX
bracis-28431	5	11	efficient	efficient	ADJ
bracis-28431	5	12	,	,	PUNCT
bracis-28431	5	13	with	with	ADP
bracis-28431	5	14	a	a	DET
bracis-28431	5	15	significant	significant	ADJ
bracis-28431	5	16	economic	economic	ADJ
bracis-28431	5	17	reduction	reduction	NOUN
bracis-28431	5	18	in	in	ADP
bracis-28431	5	19	the	the	DET
bracis-28431	5	20	energy	energy	NOUN
bracis-28431	5	21	bill	bill	NOUN
bracis-28431	5	22	compared	compare	VERB
bracis-28431	5	23	to	to	ADP
bracis-28431	5	24	a	a	DET
bracis-28431	5	25	simple	simple	ADJ
bracis-28431	5	26	photovoltaic	photovoltaic	NOUN
bracis-28431	5	27	system	system	NOUN
bracis-28431	5	28	without	without	ADP
bracis-28431	5	29	the	the	DET
bracis-28431	5	30	ability	ability	NOUN
bracis-28431	5	31	to	to	PART
bracis-28431	5	32	make	make	VERB
bracis-28431	5	33	intelligent	intelligent	ADJ
bracis-28431	5	34	decisions	decision	NOUN
bracis-28431	5	35	and	and	CCONJ
bracis-28431	5	36	used	use	VERB
bracis-28431	5	37	commercially	commercially	ADV
bracis-28431	5	38	in	in	ADP
bracis-28431	5	39	industries	industry	NOUN
bracis-28431	5	40	.	.	PUNCT
bracis-28431	6	1	access	access	NOUN
bracis-28431	6	2	provided	provide	VERB
bracis-28431	6	3	by	by	ADP
bracis-28431	6	4	university	university	PROPN
bracis-28431	6	5	of	of	ADP
bracis-28431	6	6	notre	notre	PROPN
bracis-28431	6	7	dame	dame	PROPN
bracis-28431	6	8	hesburgh	hesburgh	PROPN
bracis-28431	6	9	library	library	PROPN
bracis-28431	6	10	.	.	PUNCT
bracis-28431	7	1	download	download	PROPN
bracis-28431	7	2	conference	conference	NOUN
bracis-28431	7	3	paper	paper	NOUN
bracis-28431	7	4	pdf	pdf	NOUN
bracis-28431	7	5	similar	similar	ADJ
bracis-28431	7	6	content	content	NOUN
bracis-28431	7	7	being	be	AUX
bracis-28431	7	8	viewed	view	VERB
bracis-28431	7	9	by	by	ADP
bracis-28431	7	10	others	other	NOUN
bracis-28431	7	11	a	a	DET
bracis-28431	7	12	fuzzy	fuzzy	ADJ
bracis-28431	7	13	system	system	NOUN
bracis-28431	7	14	applied	apply	VERB
bracis-28431	7	15	to	to	ADP
bracis-28431	7	16	photovoltaic	photovoltaic	NOUN
bracis-28431	7	17	generator	generator	NOUN
bracis-28431	7	18	management	management	NOUN
bracis-28431	7	19	aimed	aim	VERB
bracis-28431	7	20	to	to	PART
bracis-28431	7	21	reduce	reduce	VERB
bracis-28431	7	22	electricity	electricity	NOUN
bracis-28431	7	23	bill	bill	NOUN
bracis-28431	7	24	chapter	chapter	NOUN
bracis-28431	7	25	©	©	PROPN
bracis-28431	7	26	2019	2019	NUM
bracis-28431	7	27	photovoltaic	photovoltaic	NOUN
bracis-28431	7	28	systems	system	NOUN
bracis-28431	7	29	:	:	PUNCT
bracis-28431	7	30	a	a	DET
bracis-28431	7	31	review	review	NOUN
bracis-28431	7	32	with	with	ADP
bracis-28431	7	33	analysis	analysis	NOUN
bracis-28431	7	34	of	of	ADP
bracis-28431	7	35	the	the	DET
bracis-28431	7	36	energy	energy	NOUN
bracis-28431	7	37	transition	transition	NOUN
bracis-28431	7	38	in	in	ADP
bracis-28431	7	39	brazilian	brazilian	ADJ
bracis-28431	7	40	culture	culture	NOUN
bracis-28431	7	41	,	,	PUNCT
bracis-28431	7	42	2018–2023	2018–2023	NUM
bracis-28431	7	43	article	article	NOUN
bracis-28431	7	44	open	open	VERB
bracis-28431	7	45	access	access	NOUN
bracis-28431	7	46	01	01	NUM
bracis-28431	7	47	march	march	PROPN
bracis-28431	7	48	2024	2024	NUM
bracis-28431	7	49	economic	economic	ADJ
bracis-28431	7	50	analysis	analysis	NOUN
bracis-28431	7	51	of	of	ADP
bracis-28431	7	52	residential	residential	ADJ
bracis-28431	7	53	photovoltaic	photovoltaic	NOUN
bracis-28431	7	54	self	self	NOUN
bracis-28431	7	55	-	-	PUNCT
bracis-28431	7	56	consumption	consumption	NOUN
bracis-28431	7	57	in	in	ADP
bracis-28431	7	58	ecuador	ecuador	NOUN
bracis-28431	7	59	:	:	PUNCT
bracis-28431	7	60	simulation	simulation	NOUN
bracis-28431	7	61	tool	tool	NOUN
bracis-28431	7	62	chapter	chapter	NOUN
bracis-28431	7	63	©	©	PROPN
bracis-28431	7	64	2024	2024	NUM
bracis-28431	7	65	explore	explore	VERB
bracis-28431	7	66	related	relate	VERB
bracis-28431	7	67	subjects	subject	NOUN
bracis-28431	7	68	discover	discover	VERB
bracis-28431	7	69	the	the	DET
bracis-28431	7	70	latest	late	ADJ
bracis-28431	7	71	articles	article	NOUN
bracis-28431	7	72	,	,	PUNCT
bracis-28431	7	73	books	book	NOUN
bracis-28431	7	74	and	and	CCONJ
bracis-28431	7	75	news	news	NOUN
bracis-28431	7	76	in	in	ADP
bracis-28431	7	77	related	related	ADJ
bracis-28431	7	78	subjects	subject	NOUN
bracis-28431	7	79	,	,	PUNCT
bracis-28431	7	80	suggested	suggest	VERB
bracis-28431	7	81	using	use	VERB
bracis-28431	7	82	machine	machine	NOUN
bracis-28431	7	83	learning	learning	NOUN
bracis-28431	7	84	.	.	PUNCT
bracis-28431	8	1	energy	energy	NOUN
bracis-28431	8	2	management	management	NOUN
bracis-28431	8	3	energy	energy	NOUN
bracis-28431	8	4	conservation	conservation	NOUN
bracis-28431	8	5	energy	energy	NOUN
bracis-28431	8	6	supply	supply	NOUN
bracis-28431	8	7	and	and	CCONJ
bracis-28431	8	8	demand	demand	VERB
bracis-28431	8	9	photovoltaics	photovoltaic	NOUN
bracis-28431	8	10	renewable	renewable	ADJ
bracis-28431	8	11	energy	energy	NOUN
bracis-28431	8	12	two	two	NUM
bracis-28431	8	13	-	-	PUNCT
bracis-28431	8	14	hybrid	hybrid	ADJ
bracis-28431	8	15	system	system	NOUN
bracis-28431	8	16	1	1	NUM
bracis-28431	8	17	introduction	introduction	NOUN
bracis-28431	8	18	a	a	DET
bracis-28431	8	19	country	country	NOUN
bracis-28431	8	20	’s	’s	PART
bracis-28431	8	21	energy	energy	NOUN
bracis-28431	8	22	needs	need	NOUN
bracis-28431	8	23	are	be	AUX
bracis-28431	8	24	an	an	DET
bracis-28431	8	25	important	important	ADJ
bracis-28431	8	26	indicator	indicator	NOUN
bracis-28431	8	27	of	of	ADP
bracis-28431	8	28	its	its	PRON
bracis-28431	8	29	economic	economic	ADJ
bracis-28431	8	30	development	development	NOUN
bracis-28431	8	31	.	.	PUNCT
bracis-28431	9	1	electricity	electricity	NOUN
bracis-28431	9	2	consumption	consumption	NOUN
bracis-28431	9	3	has	have	AUX
bracis-28431	9	4	been	be	AUX
bracis-28431	9	5	identified	identify	VERB
bracis-28431	9	6	as	as	ADP
bracis-28431	9	7	one	one	NUM
bracis-28431	9	8	of	of	ADP
bracis-28431	9	9	the	the	DET
bracis-28431	9	10	most	most	ADV
bracis-28431	9	11	important	important	ADJ
bracis-28431	9	12	factors	factor	NOUN
bracis-28431	9	13	for	for	ADP
bracis-28431	9	14	the	the	DET
bracis-28431	9	15	well	well	ADV
bracis-28431	9	16	-	-	PUNCT
bracis-28431	9	17	being	being	NOUN
bracis-28431	9	18	of	of	ADP
bracis-28431	9	19	society	society	NOUN
bracis-28431	9	20	and	and	CCONJ
bracis-28431	9	21	a	a	DET
bracis-28431	9	22	critical	critical	ADJ
bracis-28431	9	23	determinant	determinant	NOUN
bracis-28431	9	24	of	of	ADP
bracis-28431	9	25	a	a	DET
bracis-28431	9	26	country	country	NOUN
bracis-28431	9	27	’s	’s	PART
bracis-28431	9	28	progress	progress	NOUN
bracis-28431	9	29	[	[	X
bracis-28431	9	30	4	4	NUM
bracis-28431	9	31	]	]	PUNCT
bracis-28431	9	32	.	.	PUNCT
bracis-28431	10	1	as	as	ADP
bracis-28431	10	2	risk	risk	NOUN
bracis-28431	10	3	factors	factor	NOUN
bracis-28431	10	4	,	,	PUNCT
bracis-28431	10	5	increasing	increase	VERB
bracis-28431	10	6	population	population	NOUN
bracis-28431	10	7	demand	demand	NOUN
bracis-28431	10	8	combined	combine	VERB
bracis-28431	10	9	with	with	ADP
bracis-28431	10	10	a	a	DET
bracis-28431	10	11	country	country	NOUN
bracis-28431	10	12	’s	’s	PART
bracis-28431	10	13	energy	energy	NOUN
bracis-28431	10	14	base	base	NOUN
bracis-28431	10	15	tied	tie	VERB
bracis-28431	10	16	to	to	ADP
bracis-28431	10	17	a	a	DET
bracis-28431	10	18	single	single	ADJ
bracis-28431	10	19	or	or	CCONJ
bracis-28431	10	20	few	few	ADJ
bracis-28431	10	21	energy	energy	NOUN
bracis-28431	10	22	sources	source	NOUN
bracis-28431	10	23	are	be	AUX
bracis-28431	10	24	vulnerabilities	vulnerability	NOUN
bracis-28431	10	25	that	that	PRON
bracis-28431	10	26	threaten	threaten	VERB
bracis-28431	10	27	economic	economic	ADJ
bracis-28431	10	28	growth	growth	NOUN
bracis-28431	10	29	.	.	PUNCT
bracis-28431	11	1	the	the	DET
bracis-28431	11	2	main	main	ADJ
bracis-28431	11	3	sources	source	NOUN
bracis-28431	11	4	of	of	ADP
bracis-28431	11	5	electrical	electrical	ADJ
bracis-28431	11	6	energy	energy	NOUN
bracis-28431	11	7	in	in	ADP
bracis-28431	11	8	the	the	DET
bracis-28431	11	9	world	world	NOUN
bracis-28431	11	10	are	be	AUX
bracis-28431	11	11	hydro	hydro	NOUN
bracis-28431	11	12	,	,	PUNCT
bracis-28431	11	13	biomass	biomass	NOUN
bracis-28431	11	14	,	,	PUNCT
bracis-28431	11	15	wind	wind	NOUN
bracis-28431	11	16	,	,	PUNCT
bracis-28431	11	17	solar	solar	ADJ
bracis-28431	11	18	,	,	PUNCT
bracis-28431	11	19	natural	natural	ADJ
bracis-28431	11	20	gas	gas	NOUN
bracis-28431	11	21	,	,	PUNCT
bracis-28431	11	22	oil	oil	NOUN
bracis-28431	11	23	derivatives	derivative	NOUN
bracis-28431	11	24	,	,	PUNCT
bracis-28431	11	25	nuclear	nuclear	NOUN
bracis-28431	11	26	and	and	CCONJ
bracis-28431	11	27	coal	coal	NOUN
bracis-28431	11	28	[	[	X
bracis-28431	11	29	6	6	NUM
bracis-28431	11	30	]	]	PUNCT
bracis-28431	11	31	.	.	PUNCT
bracis-28431	12	1	the	the	DET
bracis-28431	12	2	demand	demand	NOUN
bracis-28431	12	3	for	for	ADP
bracis-28431	12	4	diversification	diversification	NOUN
bracis-28431	12	5	of	of	ADP
bracis-28431	12	6	energy	energy	NOUN
bracis-28431	12	7	sources	source	NOUN
bracis-28431	12	8	,	,	PUNCT
bracis-28431	12	9	the	the	DET
bracis-28431	12	10	concern	concern	NOUN
bracis-28431	12	11	for	for	ADP
bracis-28431	12	12	sustainability	sustainability	NOUN
bracis-28431	12	13	and	and	CCONJ
bracis-28431	12	14	the	the	DET
bracis-28431	12	15	reduction	reduction	NOUN
bracis-28431	12	16	of	of	ADP
bracis-28431	12	17	costs	cost	NOUN
bracis-28431	12	18	have	have	AUX
bracis-28431	12	19	led	lead	VERB
bracis-28431	12	20	several	several	ADJ
bracis-28431	12	21	branches	branch	NOUN
bracis-28431	12	22	of	of	ADP
bracis-28431	12	23	science	science	NOUN
bracis-28431	12	24	in	in	ADP
bracis-28431	12	25	the	the	DET
bracis-28431	12	26	search	search	NOUN
bracis-28431	12	27	for	for	ADP
bracis-28431	12	28	greater	great	ADJ
bracis-28431	12	29	efficiency	efficiency	NOUN
bracis-28431	12	30	of	of	ADP
bracis-28431	12	31	electrical	electrical	ADJ
bracis-28431	12	32	energy	energy	NOUN
bracis-28431	12	33	generation	generation	NOUN
bracis-28431	12	34	systems	system	NOUN
bracis-28431	12	35	using	use	VERB
bracis-28431	12	36	renewable	renewable	ADJ
bracis-28431	12	37	sources	source	NOUN
bracis-28431	12	38	.	.	PUNCT
bracis-28431	13	1	among	among	ADP
bracis-28431	13	2	the	the	DET
bracis-28431	13	3	main	main	ADJ
bracis-28431	13	4	sources	source	NOUN
bracis-28431	13	5	of	of	ADP
bracis-28431	13	6	renewable	renewable	ADJ
bracis-28431	13	7	energy	energy	NOUN
bracis-28431	13	8	,	,	PUNCT
bracis-28431	13	9	solar	solar	ADJ
bracis-28431	13	10	energy	energy	NOUN
bracis-28431	13	11	has	have	AUX
bracis-28431	13	12	become	become	VERB
bracis-28431	13	13	increasingly	increasingly	ADV
bracis-28431	13	14	important	important	ADJ
bracis-28431	13	15	,	,	PUNCT
bracis-28431	13	16	especially	especially	ADV
bracis-28431	13	17	in	in	ADP
bracis-28431	13	18	countries	country	NOUN
bracis-28431	13	19	with	with	ADP
bracis-28431	13	20	tropical	tropical	ADJ
bracis-28431	13	21	climates	climate	NOUN
bracis-28431	13	22	.	.	PUNCT
bracis-28431	14	1	according	accord	VERB
bracis-28431	14	2	to	to	ADP
bracis-28431	14	3	a	a	DET
bracis-28431	14	4	report	report	NOUN
bracis-28431	14	5	by	by	ADP
bracis-28431	14	6	[	[	X
bracis-28431	14	7	6	6	NUM
bracis-28431	14	8	]	]	PUNCT
bracis-28431	14	9	,	,	PUNCT
bracis-28431	14	10	in	in	ADP
bracis-28431	14	11	brazil	brazil	PROPN
bracis-28431	14	12	,	,	PUNCT
bracis-28431	14	13	the	the	DET
bracis-28431	14	14	photovoltaic	photovoltaic	PROPN
bracis-28431	14	15	solar	solar	ADJ
bracis-28431	14	16	energy	energy	NOUN
bracis-28431	14	17	generation	generation	NOUN
bracis-28431	14	18	has	have	AUX
bracis-28431	14	19	evolved	evolve	VERB
bracis-28431	14	20	from	from	ADP
bracis-28431	14	21	3,287	3,287	NUM
bracis-28431	14	22	 	 	SPACE
bracis-28431	14	23	mw	mw	NOUN
bracis-28431	14	24	in	in	ADP
bracis-28431	14	25	2020	2020	NUM
bracis-28431	14	26	to	to	ADP
bracis-28431	14	27	4,632	4,632	NUM
bracis-28431	14	28	 	 	SPACE
bracis-28431	14	29	mw	mw	VERB
bracis-28431	14	30	in	in	ADP
bracis-28431	14	31	2021	2021	NUM
bracis-28431	14	32	.	.	PUNCT
bracis-28431	15	1	[	[	X
bracis-28431	15	2	15	15	NUM
bracis-28431	15	3	]	]	PUNCT
bracis-28431	15	4	assert	assert	VERB
bracis-28431	15	5	that	that	SCONJ
bracis-28431	15	6	solar	solar	ADJ
bracis-28431	15	7	energy	energy	NOUN
bracis-28431	15	8	is	be	AUX
bracis-28431	15	9	the	the	DET
bracis-28431	15	10	largest	large	ADJ
bracis-28431	15	11	source	source	NOUN
bracis-28431	15	12	of	of	ADP
bracis-28431	15	13	energy	energy	NOUN
bracis-28431	15	14	available	available	ADJ
bracis-28431	15	15	on	on	ADP
bracis-28431	15	16	earth	earth	NOUN
bracis-28431	15	17	,	,	PUNCT
bracis-28431	15	18	which	which	PRON
bracis-28431	15	19	is	be	AUX
bracis-28431	15	20	a	a	DET
bracis-28431	15	21	renewable	renewable	ADJ
bracis-28431	15	22	and	and	CCONJ
bracis-28431	15	23	inexhaustible	inexhaustible	ADJ
bracis-28431	15	24	source	source	NOUN
bracis-28431	15	25	of	of	ADP
bracis-28431	15	26	energy	energy	NOUN
bracis-28431	15	27	.	.	PUNCT
bracis-28431	16	1	also	also	ADV
bracis-28431	16	2	,	,	PUNCT
bracis-28431	16	3	according	accord	VERB
bracis-28431	16	4	to	to	ADP
bracis-28431	16	5	the	the	DET
bracis-28431	16	6	authors	author	NOUN
bracis-28431	16	7	,	,	PUNCT
bracis-28431	16	8	the	the	DET
bracis-28431	16	9	growing	grow	VERB
bracis-28431	16	10	demand	demand	NOUN
bracis-28431	16	11	and	and	CCONJ
bracis-28431	16	12	research	research	NOUN
bracis-28431	16	13	in	in	ADP
bracis-28431	16	14	this	this	DET
bracis-28431	16	15	field	field	NOUN
bracis-28431	16	16	will	will	AUX
bracis-28431	16	17	make	make	VERB
bracis-28431	16	18	solar	solar	ADJ
bracis-28431	16	19	energy	energy	NOUN
bracis-28431	16	20	become	become	VERB
bracis-28431	16	21	a	a	DET
bracis-28431	16	22	significant	significant	ADJ
bracis-28431	16	23	part	part	NOUN
bracis-28431	16	24	of	of	ADP
bracis-28431	16	25	the	the	DET
bracis-28431	16	26	world	world	NOUN
bracis-28431	16	27	’s	’s	PART
bracis-28431	16	28	energy	energy	NOUN
bracis-28431	16	29	matrix	matrix	NOUN
bracis-28431	16	30	in	in	ADP
bracis-28431	16	31	the	the	DET
bracis-28431	16	32	future	future	NOUN
bracis-28431	16	33	.	.	PUNCT
bracis-28431	17	1	[	[	X
bracis-28431	17	2	1	1	X
bracis-28431	17	3	]	]	PUNCT
bracis-28431	17	4	explain	explain	VERB
bracis-28431	17	5	that	that	SCONJ
bracis-28431	17	6	since	since	SCONJ
bracis-28431	17	7	the	the	DET
bracis-28431	17	8	beginning	beginning	NOUN
bracis-28431	17	9	of	of	ADP
bracis-28431	17	10	the	the	DET
bracis-28431	17	11	21st	21st	ADJ
bracis-28431	17	12	century	century	NOUN
bracis-28431	17	13	,	,	PUNCT
bracis-28431	17	14	the	the	DET
bracis-28431	17	15	traditional	traditional	ADJ
bracis-28431	17	16	concept	concept	NOUN
bracis-28431	17	17	of	of	ADP
bracis-28431	17	18	centralized	centralized	ADJ
bracis-28431	17	19	energy	energy	NOUN
bracis-28431	17	20	generation	generation	NOUN
bracis-28431	17	21	has	have	AUX
bracis-28431	17	22	been	be	AUX
bracis-28431	17	23	open	open	ADJ
bracis-28431	17	24	to	to	ADP
bracis-28431	17	25	research	research	NOUN
bracis-28431	17	26	and	and	CCONJ
bracis-28431	17	27	application	application	NOUN
bracis-28431	17	28	of	of	ADP
bracis-28431	17	29	distributed	distribute	VERB
bracis-28431	17	30	generation	generation	NOUN
bracis-28431	17	31	(	(	PUNCT
bracis-28431	17	32	dg	dg	PROPN
bracis-28431	17	33	)	)	PUNCT
bracis-28431	17	34	or	or	CCONJ
bracis-28431	17	35	decentralized	decentralize	VERB
bracis-28431	17	36	.	.	PUNCT
bracis-28431	18	1	a	a	DET
bracis-28431	18	2	distributed	distribute	VERB
bracis-28431	18	3	system	system	NOUN
bracis-28431	18	4	is	be	AUX
bracis-28431	18	5	mainly	mainly	ADV
bracis-28431	18	6	composed	compose	VERB
bracis-28431	18	7	of	of	ADP
bracis-28431	18	8	small	small	ADJ
bracis-28431	18	9	generator	generator	NOUN
bracis-28431	18	10	units	unit	NOUN
bracis-28431	18	11	connected	connect	VERB
bracis-28431	18	12	directly	directly	ADV
bracis-28431	18	13	to	to	ADP
bracis-28431	18	14	the	the	DET
bracis-28431	18	15	consumer	consumer	NOUN
bracis-28431	18	16	load	load	NOUN
bracis-28431	18	17	and/or	and/or	CCONJ
bracis-28431	18	18	distribution	distribution	NOUN
bracis-28431	18	19	grids	grid	NOUN
bracis-28431	18	20	,	,	PUNCT
bracis-28431	18	21	using	use	VERB
bracis-28431	18	22	mainly	mainly	ADV
bracis-28431	18	23	renewable	renewable	ADJ
bracis-28431	18	24	energy	energy	NOUN
bracis-28431	18	25	sources	source	NOUN
bracis-28431	18	26	such	such	ADJ
bracis-28431	18	27	as	as	ADP
bracis-28431	18	28	photovoltaic	photovoltaic	NOUN
bracis-28431	18	29	[	[	X
bracis-28431	18	30	17	17	NUM
bracis-28431	18	31	]	]	PUNCT
bracis-28431	18	32	.	.	PUNCT
bracis-28431	19	1	in	in	ADP
bracis-28431	19	2	this	this	DET
bracis-28431	19	3	system	system	NOUN
bracis-28431	19	4	,	,	PUNCT
bracis-28431	19	5	each	each	DET
bracis-28431	19	6	consumer	consumer	NOUN
bracis-28431	19	7	can	can	AUX
bracis-28431	19	8	produce	produce	VERB
bracis-28431	19	9	electricity	electricity	NOUN
bracis-28431	19	10	and	and	CCONJ
bracis-28431	19	11	then	then	ADV
bracis-28431	19	12	connect	connect	VERB
bracis-28431	19	13	to	to	ADP
bracis-28431	19	14	the	the	DET
bracis-28431	19	15	distribution	distribution	NOUN
bracis-28431	19	16	grid	grid	NOUN
bracis-28431	19	17	.	.	PUNCT
bracis-28431	20	1	in	in	ADP
bracis-28431	20	2	this	this	DET
bracis-28431	20	3	way	way	NOUN
bracis-28431	20	4	,	,	PUNCT
bracis-28431	20	5	the	the	DET
bracis-28431	20	6	residential	residential	ADJ
bracis-28431	20	7	consumer	consumer	NOUN
bracis-28431	20	8	can	can	AUX
bracis-28431	20	9	consume	consume	VERB
bracis-28431	20	10	and	and	CCONJ
bracis-28431	20	11	also	also	ADV
bracis-28431	20	12	supply	supply	VERB
bracis-28431	20	13	excess	excess	ADJ
bracis-28431	20	14	electricity	electricity	NOUN
bracis-28431	20	15	to	to	ADP
bracis-28431	20	16	the	the	DET
bracis-28431	20	17	local	local	ADJ
bracis-28431	20	18	distribution	distribution	NOUN
bracis-28431	20	19	center	center	NOUN
bracis-28431	20	20	.	.	PUNCT
bracis-28431	21	1	there	there	PRON
bracis-28431	21	2	are	be	VERB
bracis-28431	21	3	several	several	ADJ
bracis-28431	21	4	advantages	advantage	NOUN
bracis-28431	21	5	in	in	ADP
bracis-28431	21	6	the	the	DET
bracis-28431	21	7	use	use	NOUN
bracis-28431	21	8	of	of	ADP
bracis-28431	21	9	dg	dg	NOUN
bracis-28431	21	10	,	,	PUNCT
bracis-28431	21	11	among	among	ADP
bracis-28431	21	12	which	which	PRON
bracis-28431	21	13	the	the	DET
bracis-28431	21	14	reduction	reduction	NOUN
bracis-28431	21	15	of	of	ADP
bracis-28431	21	16	the	the	DET
bracis-28431	21	17	electricity	electricity	NOUN
bracis-28431	21	18	tariff	tariff	NOUN
bracis-28431	21	19	paid	pay	VERB
bracis-28431	21	20	by	by	ADP
bracis-28431	21	21	consumers	consumer	NOUN
bracis-28431	21	22	to	to	ADP
bracis-28431	21	23	concessionaires	concessionaire	NOUN
bracis-28431	21	24	stands	stand	VERB
bracis-28431	21	25	out	out	ADP
bracis-28431	21	26	,	,	PUNCT
bracis-28431	21	27	since	since	SCONJ
bracis-28431	21	28	there	there	PRON
bracis-28431	21	29	is	be	VERB
bracis-28431	21	30	autonomy	autonomy	NOUN
bracis-28431	21	31	for	for	SCONJ
bracis-28431	21	32	the	the	DET
bracis-28431	21	33	consumer	consumer	NOUN
bracis-28431	21	34	to	to	PART
bracis-28431	21	35	also	also	ADV
bracis-28431	21	36	produce	produce	VERB
bracis-28431	21	37	energy	energy	NOUN
bracis-28431	21	38	.	.	PUNCT
bracis-28431	22	1	however	however	ADV
bracis-28431	22	2	,	,	PUNCT
bracis-28431	22	3	for	for	ADP
bracis-28431	22	4	[	[	X
bracis-28431	22	5	17	17	NUM
bracis-28431	22	6	]	]	PUNCT
bracis-28431	22	7	,	,	PUNCT
bracis-28431	22	8	the	the	DET
bracis-28431	22	9	study	study	NOUN
bracis-28431	22	10	of	of	ADP
bracis-28431	22	11	which	which	PRON
bracis-28431	22	12	strategies	strategy	NOUN
bracis-28431	22	13	could	could	AUX
bracis-28431	22	14	be	be	AUX
bracis-28431	22	15	used	use	VERB
bracis-28431	22	16	to	to	PART
bracis-28431	22	17	increase	increase	VERB
bracis-28431	22	18	the	the	DET
bracis-28431	22	19	reduction	reduction	NOUN
bracis-28431	22	20	of	of	ADP
bracis-28431	22	21	electrical	electrical	ADJ
bracis-28431	22	22	energy	energy	NOUN
bracis-28431	22	23	consumption	consumption	NOUN
bracis-28431	22	24	by	by	ADP
bracis-28431	22	25	concessionaires	concessionaire	NOUN
bracis-28431	22	26	and	and	CCONJ
bracis-28431	22	27	consequently	consequently	ADV
bracis-28431	22	28	the	the	DET
bracis-28431	22	29	use	use	NOUN
bracis-28431	22	30	of	of	ADP
bracis-28431	22	31	dg	dg	NOUN
bracis-28431	22	32	to	to	PART
bracis-28431	22	33	reduce	reduce	VERB
bracis-28431	22	34	the	the	DET
bracis-28431	22	35	energy	energy	NOUN
bracis-28431	22	36	bill	bill	NOUN
bracis-28431	22	37	is	be	AUX
bracis-28431	22	38	still	still	ADV
bracis-28431	22	39	incipient	incipient	ADJ
bracis-28431	22	40	.	.	PUNCT
bracis-28431	23	1	when	when	SCONJ
bracis-28431	23	2	dealing	deal	VERB
bracis-28431	23	3	with	with	ADP
bracis-28431	23	4	the	the	DET
bracis-28431	23	5	management	management	NOUN
bracis-28431	23	6	of	of	ADP
bracis-28431	23	7	photovoltaic	photovoltaic	NOUN
bracis-28431	23	8	systems	system	NOUN
bracis-28431	23	9	,	,	PUNCT
bracis-28431	23	10	among	among	ADP
bracis-28431	23	11	the	the	DET
bracis-28431	23	12	alternatives	alternative	NOUN
bracis-28431	23	13	for	for	ADP
bracis-28431	23	14	a	a	DET
bracis-28431	23	15	more	more	ADV
bracis-28431	23	16	efficient	efficient	ADJ
bracis-28431	23	17	management	management	NOUN
bracis-28431	23	18	,	,	PUNCT
bracis-28431	23	19	focusing	focus	VERB
bracis-28431	23	20	on	on	ADP
bracis-28431	23	21	a	a	DET
bracis-28431	23	22	higher	high	ADJ
bracis-28431	23	23	quality	quality	NOUN
bracis-28431	23	24	and	and	CCONJ
bracis-28431	23	25	more	more	ADV
bracis-28431	23	26	economically	economically	ADV
bracis-28431	23	27	viable	viable	ADJ
bracis-28431	23	28	energy	energy	NOUN
bracis-28431	23	29	distribution	distribution	NOUN
bracis-28431	23	30	,	,	PUNCT
bracis-28431	23	31	computational	computational	ADJ
bracis-28431	23	32	intelligence	intelligence	NOUN
bracis-28431	23	33	(	(	PUNCT
bracis-28431	23	34	ci	ci	NOUN
bracis-28431	23	35	)	)	PUNCT
bracis-28431	23	36	has	have	AUX
bracis-28431	23	37	emerged	emerge	VERB
bracis-28431	23	38	as	as	ADP
bracis-28431	23	39	a	a	DET
bracis-28431	23	40	promising	promising	ADJ
bracis-28431	23	41	option	option	NOUN
bracis-28431	23	42	,	,	PUNCT
bracis-28431	23	43	since	since	SCONJ
bracis-28431	23	44	it	it	PRON
bracis-28431	23	45	seeks	seek	VERB
bracis-28431	23	46	methods	method	NOUN
bracis-28431	23	47	that	that	PRON
bracis-28431	23	48	possess	possess	VERB
bracis-28431	23	49	or	or	CCONJ
bracis-28431	23	50	enhance	enhance	VERB
bracis-28431	23	51	the	the	DET
bracis-28431	23	52	intelligent	intelligent	ADJ
bracis-28431	23	53	capacity	capacity	NOUN
bracis-28431	23	54	of	of	ADP
bracis-28431	23	55	humans	human	NOUN
bracis-28431	23	56	to	to	PART
bracis-28431	23	57	solve	solve	VERB
bracis-28431	23	58	problems	problem	NOUN
bracis-28431	23	59	,	,	PUNCT
bracis-28431	23	60	acquire	acquire	VERB
bracis-28431	23	61	and	and	CCONJ
bracis-28431	23	62	represent	represent	VERB
bracis-28431	23	63	knowledge	knowledge	NOUN
bracis-28431	23	64	,	,	PUNCT
bracis-28431	23	65	in	in	ADP
bracis-28431	23	66	addition	addition	NOUN
bracis-28431	23	67	to	to	ADP
bracis-28431	23	68	recognizing	recognize	VERB
bracis-28431	23	69	patterns	pattern	NOUN
bracis-28431	23	70	[	[	X
bracis-28431	23	71	11	11	NUM
bracis-28431	23	72	]	]	PUNCT
bracis-28431	23	73	.	.	PUNCT
bracis-28431	24	1	this	this	DET
bracis-28431	24	2	article	article	NOUN
bracis-28431	24	3	used	use	VERB
bracis-28431	24	4	as	as	ADP
bracis-28431	24	5	a	a	DET
bracis-28431	24	6	reference	reference	NOUN
bracis-28431	24	7	the	the	DET
bracis-28431	24	8	research	research	NOUN
bracis-28431	24	9	by	by	ADP
bracis-28431	24	10	[	[	X
bracis-28431	24	11	17	17	NUM
bracis-28431	24	12	]	]	PUNCT
bracis-28431	24	13	.	.	PUNCT
bracis-28431	25	1	the	the	DET
bracis-28431	25	2	idea	idea	NOUN
bracis-28431	25	3	at	at	ADP
bracis-28431	25	4	this	this	DET
bracis-28431	25	5	first	first	ADJ
bracis-28431	25	6	moment	moment	NOUN
bracis-28431	25	7	is	be	AUX
bracis-28431	25	8	to	to	PART
bracis-28431	25	9	improve	improve	VERB
bracis-28431	25	10	and	and	CCONJ
bracis-28431	25	11	update	update	VERB
bracis-28431	25	12	this	this	DET
bracis-28431	25	13	work	work	NOUN
bracis-28431	25	14	through	through	ADP
bracis-28431	25	15	adjustments	adjustment	NOUN
bracis-28431	25	16	in	in	ADP
bracis-28431	25	17	the	the	DET
bracis-28431	25	18	fuzzy	fuzzy	ADJ
bracis-28431	25	19	algorithm	algorithm	NOUN
bracis-28431	25	20	,	,	PUNCT
bracis-28431	25	21	mainly	mainly	ADV
bracis-28431	25	22	by	by	ADP
bracis-28431	25	23	improving	improve	VERB
bracis-28431	25	24	the	the	DET
bracis-28431	25	25	parameters	parameter	NOUN
bracis-28431	25	26	of	of	ADP
bracis-28431	25	27	the	the	DET
bracis-28431	25	28	linguistic	linguistic	ADJ
bracis-28431	25	29	variables	variable	NOUN
bracis-28431	25	30	,	,	PUNCT
bracis-28431	25	31	proposing	propose	VERB
bracis-28431	25	32	other	other	ADJ
bracis-28431	25	33	models	model	NOUN
bracis-28431	25	34	for	for	ADP
bracis-28431	25	35	the	the	DET
bracis-28431	25	36	system	system	NOUN
bracis-28431	25	37	and	and	CCONJ
bracis-28431	25	38	adapting	adapt	VERB
bracis-28431	25	39	the	the	DET
bracis-28431	25	40	configuration	configuration	NOUN
bracis-28431	25	41	of	of	ADP
bracis-28431	25	42	photovoltaic	photovoltaic	NOUN
bracis-28431	25	43	technology	technology	NOUN
bracis-28431	25	44	to	to	ADP
bracis-28431	25	45	the	the	DET
bracis-28431	25	46	present	present	ADJ
bracis-28431	25	47	day	day	NOUN
bracis-28431	25	48	.	.	PUNCT
bracis-28431	26	1	in	in	ADP
bracis-28431	26	2	this	this	DET
bracis-28431	26	3	sense	sense	NOUN
bracis-28431	26	4	,	,	PUNCT
bracis-28431	26	5	this	this	DET
bracis-28431	26	6	research	research	NOUN
bracis-28431	26	7	proposes	propose	VERB
bracis-28431	26	8	to	to	PART
bracis-28431	26	9	develop	develop	VERB
bracis-28431	26	10	an	an	DET
bracis-28431	26	11	intelligent	intelligent	ADJ
bracis-28431	26	12	photovoltaic	photovoltaic	NOUN
bracis-28431	26	13	system	system	NOUN
bracis-28431	26	14	,	,	PUNCT
bracis-28431	26	15	using	use	VERB
bracis-28431	26	16	fuzzy	fuzzy	ADJ
bracis-28431	26	17	logic	logic	NOUN
bracis-28431	26	18	as	as	ADP
bracis-28431	26	19	ci	ci	NOUN
bracis-28431	26	20	technique	technique	NOUN
bracis-28431	26	21	for	for	ADP
bracis-28431	26	22	decision	decision	NOUN
bracis-28431	26	23	-	-	PUNCT
bracis-28431	26	24	making	making	NOUN
bracis-28431	26	25	about	about	ADP
bracis-28431	26	26	the	the	DET
bracis-28431	26	27	best	good	ADJ
bracis-28431	26	28	time	time	NOUN
bracis-28431	26	29	to	to	PART
bracis-28431	26	30	use	use	VERB
bracis-28431	26	31	or	or	CCONJ
bracis-28431	26	32	not	not	PART
bracis-28431	26	33	to	to	PART
bracis-28431	26	34	use	use	VERB
bracis-28431	26	35	the	the	DET
bracis-28431	26	36	energy	energy	NOUN
bracis-28431	26	37	produced	produce	VERB
bracis-28431	26	38	by	by	ADP
bracis-28431	26	39	dg	dg	NOUN
bracis-28431	26	40	,	,	PUNCT
bracis-28431	26	41	in	in	ADP
bracis-28431	26	42	a	a	DET
bracis-28431	26	43	scenario	scenario	NOUN
bracis-28431	26	44	where	where	SCONJ
bracis-28431	26	45	generators	generator	NOUN
bracis-28431	26	46	have	have	VERB
bracis-28431	26	47	an	an	DET
bracis-28431	26	48	energy	energy	NOUN
bracis-28431	26	49	storage	storage	NOUN
bracis-28431	26	50	system	system	NOUN
bracis-28431	26	51	coupled	couple	VERB
bracis-28431	26	52	to	to	ADP
bracis-28431	26	53	them	they	PRON
bracis-28431	26	54	,	,	PUNCT
bracis-28431	26	55	with	with	ADP
bracis-28431	26	56	the	the	DET
bracis-28431	26	57	aim	aim	NOUN
bracis-28431	26	58	of	of	ADP
bracis-28431	26	59	reducing	reduce	VERB
bracis-28431	26	60	the	the	DET
bracis-28431	26	61	price	price	NOUN
bracis-28431	26	62	of	of	ADP
bracis-28431	26	63	the	the	DET
bracis-28431	26	64	energy	energy	NOUN
bracis-28431	26	65	bill	bill	NOUN
bracis-28431	26	66	for	for	ADP
bracis-28431	26	67	the	the	DET
bracis-28431	26	68	final	final	ADJ
bracis-28431	26	69	consumer	consumer	NOUN
bracis-28431	26	70	.	.	PUNCT
bracis-28431	27	1	for	for	ADP
bracis-28431	27	2	this	this	DET
bracis-28431	27	3	purpose	purpose	NOUN
bracis-28431	27	4	,	,	PUNCT
bracis-28431	27	5	an	an	DET
bracis-28431	27	6	environment	environment	NOUN
bracis-28431	27	7	with	with	ADP
bracis-28431	27	8	a	a	DET
bracis-28431	27	9	different	different	ADJ
bracis-28431	27	10	type	type	NOUN
bracis-28431	27	11	of	of	ADP
bracis-28431	27	12	tariff	tariff	NOUN
bracis-28431	27	13	modality	modality	NOUN
bracis-28431	27	14	is	be	AUX
bracis-28431	27	15	simulated	simulate	VERB
bracis-28431	27	16	,	,	PUNCT
bracis-28431	27	17	where	where	SCONJ
bracis-28431	27	18	the	the	DET
bracis-28431	27	19	amount	amount	NOUN
bracis-28431	27	20	paid	pay	VERB
bracis-28431	27	21	by	by	ADP
bracis-28431	27	22	the	the	DET
bracis-28431	27	23	consumer	consumer	NOUN
bracis-28431	27	24	depends	depend	VERB
bracis-28431	27	25	on	on	ADP
bracis-28431	27	26	the	the	DET
bracis-28431	27	27	time	time	NOUN
bracis-28431	27	28	at	at	ADP
bracis-28431	27	29	which	which	PRON
bracis-28431	27	30	the	the	DET
bracis-28431	27	31	energy	energy	NOUN
bracis-28431	27	32	is	be	AUX
bracis-28431	27	33	consumed	consume	VERB
bracis-28431	27	34	,	,	PUNCT
bracis-28431	27	35	defined	define	VERB
bracis-28431	27	36	as	as	ADP
bracis-28431	27	37	a	a	DET
bracis-28431	27	38	white	white	ADJ
bracis-28431	27	39	tariff	tariff	NOUN
bracis-28431	27	40	.	.	PUNCT
bracis-28431	28	1	finally	finally	ADV
bracis-28431	28	2	,	,	PUNCT
bracis-28431	28	3	in	in	ADP
bracis-28431	28	4	addition	addition	NOUN
bracis-28431	28	5	to	to	ADP
bracis-28431	28	6	comparing	compare	VERB
bracis-28431	28	7	the	the	DET
bracis-28431	28	8	developed	develop	VERB
bracis-28431	28	9	system	system	NOUN
bracis-28431	28	10	with	with	ADP
bracis-28431	28	11	a	a	DET
bracis-28431	28	12	previous	previous	ADJ
bracis-28431	28	13	work	work	NOUN
bracis-28431	28	14	,	,	PUNCT
bracis-28431	28	15	the	the	DET
bracis-28431	28	16	performance	performance	NOUN
bracis-28431	28	17	of	of	ADP
bracis-28431	28	18	a	a	DET
bracis-28431	28	19	simple	simple	ADJ
bracis-28431	28	20	photovoltaic	photovoltaic	NOUN
bracis-28431	28	21	solar	solar	ADJ
bracis-28431	28	22	energy	energy	NOUN
bracis-28431	28	23	system	system	NOUN
bracis-28431	28	24	(	(	PUNCT
bracis-28431	28	25	developed	develop	VERB
bracis-28431	28	26	without	without	ADP
bracis-28431	28	27	any	any	DET
bracis-28431	28	28	intelligent	intelligent	ADJ
bracis-28431	28	29	technique	technique	NOUN
bracis-28431	28	30	)	)	PUNCT
bracis-28431	28	31	is	be	AUX
bracis-28431	28	32	also	also	ADV
bracis-28431	28	33	simulated	simulate	VERB
bracis-28431	28	34	in	in	ADP
bracis-28431	28	35	order	order	NOUN
bracis-28431	28	36	to	to	PART
bracis-28431	28	37	compare	compare	VERB
bracis-28431	28	38	it	it	PRON
bracis-28431	28	39	with	with	ADP
bracis-28431	28	40	the	the	DET
bracis-28431	28	41	system	system	NOUN
bracis-28431	28	42	developed	develop	VERB
bracis-28431	28	43	through	through	ADP
bracis-28431	28	44	fuzzy	fuzzy	ADJ
bracis-28431	28	45	logic	logic	NOUN
bracis-28431	28	46	.	.	PUNCT
bracis-28431	29	1	the	the	DET
bracis-28431	29	2	paper	paper	NOUN
bracis-28431	29	3	is	be	AUX
bracis-28431	29	4	presented	present	VERB
bracis-28431	29	5	as	as	ADP
bracis-28431	29	6	following	follow	VERB
bracis-28431	29	7	:	:	PUNCT
bracis-28431	29	8	sect	sect	NOUN
bracis-28431	29	9	.	.	PUNCT
bracis-28431	29	10	 	 	SPACE
bracis-28431	30	1	2	2	NUM
bracis-28431	30	2	proposes	propose	VERB
bracis-28431	30	3	to	to	PART
bracis-28431	30	4	present	present	VERB
bracis-28431	30	5	the	the	DET
bracis-28431	30	6	literature	literature	NOUN
bracis-28431	30	7	review	review	NOUN
bracis-28431	30	8	that	that	PRON
bracis-28431	30	9	supported	support	VERB
bracis-28431	30	10	this	this	DET
bracis-28431	30	11	research	research	NOUN
bracis-28431	30	12	.	.	PUNCT
bracis-28431	31	1	section	section	NOUN
bracis-28431	31	2	3	3	NUM
bracis-28431	31	3	describes	describe	VERB
bracis-28431	31	4	the	the	DET
bracis-28431	31	5	features	feature	NOUN
bracis-28431	31	6	of	of	ADP
bracis-28431	31	7	the	the	DET
bracis-28431	31	8	proposed	propose	VERB
bracis-28431	31	9	system	system	NOUN
bracis-28431	31	10	,	,	PUNCT
bracis-28431	31	11	presenting	present	VERB
bracis-28431	31	12	the	the	DET
bracis-28431	31	13	tariff	tariff	NOUN
bracis-28431	31	14	modality	modality	NOUN
bracis-28431	31	15	used	use	VERB
bracis-28431	31	16	and	and	CCONJ
bracis-28431	31	17	the	the	DET
bracis-28431	31	18	components	component	NOUN
bracis-28431	31	19	of	of	ADP
bracis-28431	31	20	the	the	DET
bracis-28431	31	21	photovoltaic	photovoltaic	NOUN
bracis-28431	31	22	system	system	NOUN
bracis-28431	31	23	.	.	PUNCT
bracis-28431	32	1	section	section	NOUN
bracis-28431	32	2	4	4	NUM
bracis-28431	32	3	presents	present	NOUN
bracis-28431	32	4	in	in	ADP
bracis-28431	32	5	detail	detail	NOUN
bracis-28431	32	6	the	the	DET
bracis-28431	32	7	development	development	NOUN
bracis-28431	32	8	of	of	ADP
bracis-28431	32	9	the	the	DET
bracis-28431	32	10	fuzzy	fuzzy	ADJ
bracis-28431	32	11	system	system	NOUN
bracis-28431	32	12	.	.	PUNCT
bracis-28431	33	1	section	section	NOUN
bracis-28431	33	2	5	5	NUM
bracis-28431	33	3	describes	describe	VERB
bracis-28431	33	4	the	the	DET
bracis-28431	33	5	simulation	simulation	NOUN
bracis-28431	33	6	created	create	VERB
bracis-28431	33	7	,	,	PUNCT
bracis-28431	33	8	explaining	explain	VERB
bracis-28431	33	9	the	the	DET
bracis-28431	33	10	database	database	NOUN
bracis-28431	33	11	used	use	VERB
bracis-28431	33	12	,	,	PUNCT
bracis-28431	33	13	the	the	DET
bracis-28431	33	14	specificities	specificity	NOUN
bracis-28431	33	15	of	of	ADP
bracis-28431	33	16	the	the	DET
bracis-28431	33	17	photovoltaic	photovoltaic	NOUN
bracis-28431	33	18	system	system	NOUN
bracis-28431	33	19	components	component	NOUN
bracis-28431	33	20	and	and	CCONJ
bracis-28431	33	21	how	how	SCONJ
bracis-28431	33	22	the	the	DET
bracis-28431	33	23	fuzzy	fuzzy	ADJ
bracis-28431	33	24	system	system	NOUN
bracis-28431	33	25	is	be	AUX
bracis-28431	33	26	modeled	model	VERB
bracis-28431	33	27	.	.	PUNCT
bracis-28431	34	1	section	section	NOUN
bracis-28431	34	2	6	6	NUM
bracis-28431	34	3	describes	describe	VERB
bracis-28431	34	4	the	the	DET
bracis-28431	34	5	development	development	NOUN
bracis-28431	34	6	of	of	ADP
bracis-28431	34	7	the	the	DET
bracis-28431	34	8	research	research	NOUN
bracis-28431	34	9	and	and	CCONJ
bracis-28431	34	10	presents	present	VERB
bracis-28431	34	11	the	the	DET
bracis-28431	34	12	results	result	NOUN
bracis-28431	34	13	obtained	obtain	VERB
bracis-28431	34	14	.	.	PUNCT
bracis-28431	35	1	finally	finally	ADV
bracis-28431	35	2	,	,	PUNCT
bracis-28431	35	3	sect	sect	NOUN
bracis-28431	35	4	.	.	PUNCT
bracis-28431	35	5	 	 	SPACE
bracis-28431	35	6	7	7	NUM
bracis-28431	35	7	presents	present	VERB
bracis-28431	35	8	the	the	DET
bracis-28431	35	9	conclusion	conclusion	NOUN
bracis-28431	35	10	about	about	ADP
bracis-28431	35	11	this	this	DET
bracis-28431	35	12	research	research	NOUN
bracis-28431	35	13	.	.	PUNCT
bracis-28431	36	1	2	2	NUM
bracis-28431	36	2	literature	literature	NOUN
bracis-28431	36	3	review	review	VERB
bracis-28431	36	4	the	the	DET
bracis-28431	36	5	application	application	NOUN
bracis-28431	36	6	of	of	ADP
bracis-28431	36	7	artificial	artificial	ADJ
bracis-28431	36	8	intelligence	intelligence	NOUN
bracis-28431	36	9	techniques	technique	NOUN
bracis-28431	36	10	in	in	ADP
bracis-28431	36	11	photovoltaic	photovoltaic	NOUN
bracis-28431	36	12	electrical	electrical	ADJ
bracis-28431	36	13	systems	system	NOUN
bracis-28431	36	14	is	be	AUX
bracis-28431	36	15	currently	currently	ADV
bracis-28431	36	16	presented	present	VERB
bracis-28431	36	17	in	in	ADP
bracis-28431	36	18	a	a	DET
bracis-28431	36	19	very	very	ADV
bracis-28431	36	20	frequent	frequent	ADJ
bracis-28431	36	21	and	and	CCONJ
bracis-28431	36	22	promising	promising	ADJ
bracis-28431	36	23	way	way	NOUN
bracis-28431	36	24	.	.	PUNCT
bracis-28431	37	1	there	there	PRON
bracis-28431	37	2	are	be	VERB
bracis-28431	37	3	several	several	ADJ
bracis-28431	37	4	works	work	NOUN
bracis-28431	37	5	that	that	PRON
bracis-28431	37	6	present	present	VERB
bracis-28431	37	7	fuzzy	fuzzy	ADJ
bracis-28431	37	8	logic	logic	NOUN
bracis-28431	37	9	as	as	ADP
bracis-28431	37	10	an	an	DET
bracis-28431	37	11	alternative	alternative	NOUN
bracis-28431	37	12	to	to	PART
bracis-28431	37	13	manage	manage	VERB
bracis-28431	37	14	and	and	CCONJ
bracis-28431	37	15	optimize	optimize	VERB
bracis-28431	37	16	the	the	DET
bracis-28431	37	17	distribution	distribution	NOUN
bracis-28431	37	18	of	of	ADP
bracis-28431	37	19	energy	energy	NOUN
bracis-28431	37	20	in	in	ADP
bracis-28431	37	21	photovoltaic	photovoltaic	NOUN
bracis-28431	37	22	systems	system	NOUN
bracis-28431	37	23	.	.	PUNCT
bracis-28431	38	1	[	[	X
bracis-28431	38	2	12	12	NUM
bracis-28431	38	3	]	]	PUNCT
bracis-28431	38	4	presents	present	VERB
bracis-28431	38	5	an	an	DET
bracis-28431	38	6	algorithm	algorithm	NOUN
bracis-28431	38	7	based	base	VERB
bracis-28431	38	8	on	on	ADP
bracis-28431	38	9	fuzzy	fuzzy	ADJ
bracis-28431	38	10	logic	logic	NOUN
bracis-28431	38	11	to	to	PART
bracis-28431	38	12	manage	manage	VERB
bracis-28431	38	13	energy	energy	NOUN
bracis-28431	38	14	storage	storage	NOUN
bracis-28431	38	15	in	in	ADP
bracis-28431	38	16	a	a	DET
bracis-28431	38	17	battery	battery	NOUN
bracis-28431	38	18	and	and	CCONJ
bracis-28431	38	19	also	also	ADV
bracis-28431	38	20	the	the	DET
bracis-28431	38	21	energy	energy	NOUN
bracis-28431	38	22	demanded	demand	VERB
bracis-28431	38	23	by	by	ADP
bracis-28431	38	24	consumers	consumer	NOUN
bracis-28431	38	25	at	at	ADP
bracis-28431	38	26	the	the	DET
bracis-28431	38	27	university	university	PROPN
bracis-28431	38	28	of	of	ADP
bracis-28431	38	29	naresuan	naresuan	PROPN
bracis-28431	38	30	,	,	PUNCT
bracis-28431	38	31	thailand	thailand	PROPN
bracis-28431	38	32	,	,	PUNCT
bracis-28431	38	33	in	in	ADP
bracis-28431	38	34	order	order	NOUN
bracis-28431	38	35	to	to	PART
bracis-28431	38	36	reduce	reduce	VERB
bracis-28431	38	37	the	the	DET
bracis-28431	38	38	electricity	electricity	NOUN
bracis-28431	38	39	bill	bill	NOUN
bracis-28431	38	40	.	.	PUNCT
bracis-28431	39	1	the	the	DET
bracis-28431	39	2	main	main	ADJ
bracis-28431	39	3	idea	idea	NOUN
bracis-28431	39	4	of	of	ADP
bracis-28431	39	5	the	the	DET
bracis-28431	39	6	algorithm	algorithm	NOUN
bracis-28431	39	7	is	be	AUX
bracis-28431	39	8	to	to	PART
bracis-28431	39	9	allow	allow	VERB
bracis-28431	39	10	an	an	DET
bracis-28431	39	11	intelligent	intelligent	ADJ
bracis-28431	39	12	switching	switching	NOUN
bracis-28431	39	13	between	between	ADP
bracis-28431	39	14	absorbing	absorb	VERB
bracis-28431	39	15	energy	energy	NOUN
bracis-28431	39	16	during	during	ADP
bracis-28431	39	17	periods	period	NOUN
bracis-28431	39	18	of	of	ADP
bracis-28431	39	19	high	high	ADJ
bracis-28431	39	20	solar	solar	ADJ
bracis-28431	39	21	irradiation	irradiation	NOUN
bracis-28431	39	22	and	and	CCONJ
bracis-28431	39	23	discharging	discharge	VERB
bracis-28431	39	24	energy	energy	NOUN
bracis-28431	39	25	to	to	ADP
bracis-28431	39	26	the	the	DET
bracis-28431	39	27	load	load	NOUN
bracis-28431	39	28	during	during	ADP
bracis-28431	39	29	times	time	NOUN
bracis-28431	39	30	of	of	ADP
bracis-28431	39	31	high	high	ADJ
bracis-28431	39	32	consumption	consumption	NOUN
bracis-28431	39	33	.	.	PUNCT
bracis-28431	40	1	the	the	DET
bracis-28431	40	2	fuzzy	fuzzy	ADJ
bracis-28431	40	3	algorithm	algorithm	NOUN
bracis-28431	40	4	proved	prove	VERB
bracis-28431	40	5	to	to	PART
bracis-28431	40	6	be	be	AUX
bracis-28431	40	7	successful	successful	ADJ
bracis-28431	40	8	,	,	PUNCT
bracis-28431	40	9	as	as	SCONJ
bracis-28431	40	10	it	it	PRON
bracis-28431	40	11	reduced	reduce	VERB
bracis-28431	40	12	the	the	DET
bracis-28431	40	13	annual	annual	ADJ
bracis-28431	40	14	energy	energy	NOUN
bracis-28431	40	15	bill	bill	NOUN
bracis-28431	40	16	by	by	ADP
bracis-28431	40	17	17.58	17.58	NUM
bracis-28431	40	18	%	%	NOUN
bracis-28431	40	19	.	.	PUNCT
bracis-28431	41	1	the	the	DET
bracis-28431	41	2	work	work	NOUN
bracis-28431	41	3	by	by	ADP
bracis-28431	41	4	[	[	X
bracis-28431	41	5	5	5	NUM
bracis-28431	41	6	]	]	PUNCT
bracis-28431	41	7	addresses	address	NOUN
bracis-28431	41	8	power	power	NOUN
bracis-28431	41	9	management	management	NOUN
bracis-28431	41	10	to	to	PART
bracis-28431	41	11	improve	improve	VERB
bracis-28431	41	12	network	network	NOUN
bracis-28431	41	13	performance	performance	NOUN
bracis-28431	41	14	and	and	CCONJ
bracis-28431	41	15	generate	generate	VERB
bracis-28431	41	16	smooth	smooth	ADJ
bracis-28431	41	17	transitions	transition	NOUN
bracis-28431	41	18	between	between	ADP
bracis-28431	41	19	different	different	ADJ
bracis-28431	41	20	power	power	NOUN
bracis-28431	41	21	balance	balance	NOUN
bracis-28431	41	22	modes	mode	NOUN
bracis-28431	41	23	.	.	PUNCT
bracis-28431	42	1	this	this	DET
bracis-28431	42	2	work	work	NOUN
bracis-28431	42	3	presents	present	VERB
bracis-28431	42	4	a	a	DET
bracis-28431	42	5	fuzzy	fuzzy	ADJ
bracis-28431	42	6	system	system	NOUN
bracis-28431	42	7	developed	develop	VERB
bracis-28431	42	8	to	to	PART
bracis-28431	42	9	provide	provide	VERB
bracis-28431	42	10	a	a	DET
bracis-28431	42	11	dynamic	dynamic	ADJ
bracis-28431	42	12	flow	flow	NOUN
bracis-28431	42	13	of	of	ADP
bracis-28431	42	14	energy	energy	NOUN
bracis-28431	42	15	from	from	ADP
bracis-28431	42	16	the	the	DET
bracis-28431	42	17	grid	grid	NOUN
bracis-28431	42	18	,	,	PUNCT
bracis-28431	42	19	based	base	VERB
bracis-28431	42	20	on	on	ADP
bracis-28431	42	21	the	the	DET
bracis-28431	42	22	network	network	NOUN
bracis-28431	42	23	price	price	NOUN
bracis-28431	42	24	,	,	PUNCT
bracis-28431	42	25	in	in	ADP
bracis-28431	42	26	order	order	NOUN
bracis-28431	42	27	to	to	PART
bracis-28431	42	28	decrease	decrease	VERB
bracis-28431	42	29	the	the	DET
bracis-28431	42	30	energy	energy	NOUN
bracis-28431	42	31	rate	rate	NOUN
bracis-28431	42	32	and	and	CCONJ
bracis-28431	42	33	increase	increase	VERB
bracis-28431	42	34	the	the	DET
bracis-28431	42	35	useful	useful	ADJ
bracis-28431	42	36	life	life	NOUN
bracis-28431	42	37	of	of	ADP
bracis-28431	42	38	the	the	DET
bracis-28431	42	39	storage	storage	NOUN
bracis-28431	42	40	device	device	NOUN
bracis-28431	42	41	.	.	PUNCT
bracis-28431	43	1	experimental	experimental	ADJ
bracis-28431	43	2	results	result	NOUN
bracis-28431	43	3	were	be	AUX
bracis-28431	43	4	obtained	obtain	VERB
bracis-28431	43	5	which	which	PRON
bracis-28431	43	6	proved	prove	VERB
bracis-28431	43	7	to	to	PART
bracis-28431	43	8	be	be	AUX
bracis-28431	43	9	satisfactory	satisfactory	ADJ
bracis-28431	43	10	.	.	PUNCT
bracis-28431	44	1	another	another	DET
bracis-28431	44	2	relevant	relevant	ADJ
bracis-28431	44	3	work	work	NOUN
bracis-28431	44	4	found	find	VERB
bracis-28431	44	5	is	be	AUX
bracis-28431	44	6	the	the	DET
bracis-28431	44	7	article	article	NOUN
bracis-28431	44	8	by	by	ADP
bracis-28431	44	9	[	[	X
bracis-28431	44	10	14	14	NUM
bracis-28431	44	11	]	]	PUNCT
bracis-28431	44	12	,	,	PUNCT
bracis-28431	44	13	which	which	PRON
bracis-28431	44	14	deals	deal	VERB
bracis-28431	44	15	with	with	ADP
bracis-28431	44	16	energy	energy	NOUN
bracis-28431	44	17	management	management	NOUN
bracis-28431	44	18	to	to	PART
bracis-28431	44	19	maintain	maintain	VERB
bracis-28431	44	20	a	a	DET
bracis-28431	44	21	balance	balance	NOUN
bracis-28431	44	22	between	between	ADP
bracis-28431	44	23	different	different	ADJ
bracis-28431	44	24	energy	energy	NOUN
bracis-28431	44	25	sources	source	NOUN
bracis-28431	44	26	,	,	PUNCT
bracis-28431	44	27	storage	storage	NOUN
bracis-28431	44	28	units	unit	NOUN
bracis-28431	44	29	and	and	CCONJ
bracis-28431	44	30	loads	load	NOUN
bracis-28431	44	31	.	.	PUNCT
bracis-28431	45	1	in	in	ADP
bracis-28431	45	2	this	this	DET
bracis-28431	45	3	article	article	NOUN
bracis-28431	45	4	,	,	PUNCT
bracis-28431	45	5	fuzzy	fuzzy	ADJ
bracis-28431	45	6	logic	logic	NOUN
bracis-28431	45	7	was	be	AUX
bracis-28431	45	8	used	use	VERB
bracis-28431	45	9	in	in	ADP
bracis-28431	45	10	order	order	NOUN
bracis-28431	45	11	to	to	PART
bracis-28431	45	12	maintain	maintain	VERB
bracis-28431	45	13	the	the	DET
bracis-28431	45	14	balance	balance	NOUN
bracis-28431	45	15	between	between	ADP
bracis-28431	45	16	these	these	DET
bracis-28431	45	17	two	two	NUM
bracis-28431	45	18	objectives	objective	NOUN
bracis-28431	45	19	.	.	PUNCT
bracis-28431	46	1	from	from	ADP
bracis-28431	46	2	the	the	DET
bracis-28431	46	3	results	result	NOUN
bracis-28431	46	4	exposed	expose	VERB
bracis-28431	46	5	in	in	ADP
bracis-28431	46	6	this	this	DET
bracis-28431	46	7	work	work	NOUN
bracis-28431	46	8	,	,	PUNCT
bracis-28431	46	9	it	it	PRON
bracis-28431	46	10	was	be	AUX
bracis-28431	46	11	observed	observe	VERB
bracis-28431	46	12	that	that	SCONJ
bracis-28431	46	13	this	this	DET
bracis-28431	46	14	system	system	NOUN
bracis-28431	46	15	demonstrated	demonstrate	VERB
bracis-28431	46	16	viability	viability	NOUN
bracis-28431	46	17	to	to	PART
bracis-28431	46	18	be	be	AUX
bracis-28431	46	19	used	use	VERB
bracis-28431	46	20	as	as	ADP
bracis-28431	46	21	a	a	DET
bracis-28431	46	22	solution	solution	NOUN
bracis-28431	46	23	to	to	ADP
bracis-28431	46	24	the	the	DET
bracis-28431	46	25	problem	problem	NOUN
bracis-28431	46	26	.	.	PUNCT
bracis-28431	47	1	[	[	X
bracis-28431	47	2	3	3	X
bracis-28431	47	3	]	]	PUNCT
bracis-28431	47	4	publishes	publish	VERB
bracis-28431	47	5	a	a	DET
bracis-28431	47	6	work	work	NOUN
bracis-28431	47	7	in	in	ADP
bracis-28431	47	8	which	which	PRON
bracis-28431	47	9	an	an	DET
bracis-28431	47	10	energy	energy	NOUN
bracis-28431	47	11	management	management	NOUN
bracis-28431	47	12	system	system	NOUN
bracis-28431	47	13	based	base	VERB
bracis-28431	47	14	on	on	ADP
bracis-28431	47	15	fuzzy	fuzzy	ADJ
bracis-28431	47	16	logic	logic	NOUN
bracis-28431	47	17	is	be	AUX
bracis-28431	47	18	presented	present	VERB
bracis-28431	47	19	,	,	PUNCT
bracis-28431	47	20	where	where	SCONJ
bracis-28431	47	21	the	the	DET
bracis-28431	47	22	objective	objective	NOUN
bracis-28431	47	23	is	be	AUX
bracis-28431	47	24	to	to	PART
bracis-28431	47	25	smooth	smooth	VERB
bracis-28431	47	26	the	the	DET
bracis-28431	47	27	profile	profile	NOUN
bracis-28431	47	28	of	of	ADP
bracis-28431	47	29	an	an	DET
bracis-28431	47	30	electrothermal	electrothermal	ADJ
bracis-28431	47	31	microgrid	microgrid	NOUN
bracis-28431	47	32	connected	connect	VERB
bracis-28431	47	33	to	to	ADP
bracis-28431	47	34	the	the	DET
bracis-28431	47	35	residential	residential	ADJ
bracis-28431	47	36	network	network	NOUN
bracis-28431	47	37	.	.	PUNCT
bracis-28431	48	1	the	the	DET
bracis-28431	48	2	proposed	propose	VERB
bracis-28431	48	3	case	case	NOUN
bracis-28431	48	4	study	study	NOUN
bracis-28431	48	5	designs	design	VERB
bracis-28431	48	6	an	an	DET
bracis-28431	48	7	energy	energy	NOUN
bracis-28431	48	8	management	management	NOUN
bracis-28431	48	9	system	system	NOUN
bracis-28431	48	10	to	to	PART
bracis-28431	48	11	reduce	reduce	VERB
bracis-28431	48	12	the	the	DET
bracis-28431	48	13	impact	impact	NOUN
bracis-28431	48	14	on	on	ADP
bracis-28431	48	15	the	the	DET
bracis-28431	48	16	electrical	electrical	ADJ
bracis-28431	48	17	grid	grid	NOUN
bracis-28431	48	18	when	when	SCONJ
bracis-28431	48	19	renewable	renewable	ADJ
bracis-28431	48	20	energy	energy	NOUN
bracis-28431	48	21	sources	source	NOUN
bracis-28431	48	22	are	be	AUX
bracis-28431	48	23	incorporated	incorporate	VERB
bracis-28431	48	24	into	into	ADP
bracis-28431	48	25	pre	pre	ADJ
bracis-28431	48	26	-	-	ADJ
bracis-28431	48	27	existing	exist	VERB
bracis-28431	48	28	appliances	appliance	NOUN
bracis-28431	48	29	connected	connect	VERB
bracis-28431	48	30	to	to	ADP
bracis-28431	48	31	the	the	DET
bracis-28431	48	32	grid	grid	NOUN
bracis-28431	48	33	.	.	PUNCT
bracis-28431	49	1	the	the	DET
bracis-28431	49	2	simulation	simulation	NOUN
bracis-28431	49	3	results	result	NOUN
bracis-28431	49	4	used	use	VERB
bracis-28431	49	5	real	real	ADJ
bracis-28431	49	6	data	datum	NOUN
bracis-28431	49	7	measured	measure	VERB
bracis-28431	49	8	over	over	ADP
bracis-28431	49	9	a	a	DET
bracis-28431	49	10	year	year	NOUN
bracis-28431	49	11	and	and	CCONJ
bracis-28431	49	12	showed	show	VERB
bracis-28431	49	13	that	that	SCONJ
bracis-28431	49	14	the	the	DET
bracis-28431	49	15	proposed	propose	VERB
bracis-28431	49	16	management	management	NOUN
bracis-28431	49	17	system	system	NOUN
bracis-28431	49	18	design	design	NOUN
bracis-28431	49	19	achieves	achieve	VERB
bracis-28431	49	20	a	a	DET
bracis-28431	49	21	reduction	reduction	NOUN
bracis-28431	49	22	of	of	ADP
bracis-28431	49	23	11.4	11.4	NUM
bracis-28431	49	24	%	%	NOUN
bracis-28431	49	25	of	of	ADP
bracis-28431	49	26	the	the	DET
bracis-28431	49	27	maximum	maximum	ADJ
bracis-28431	49	28	power	power	NOUN
bracis-28431	49	29	absorbed	absorb	VERB
bracis-28431	49	30	from	from	ADP
bracis-28431	49	31	the	the	DET
bracis-28431	49	32	network	network	NOUN
bracis-28431	49	33	.	.	PUNCT
bracis-28431	50	1	the	the	DET
bracis-28431	50	2	publication	publication	NOUN
bracis-28431	50	3	by	by	ADP
bracis-28431	50	4	[	[	X
bracis-28431	50	5	10	10	NUM
bracis-28431	50	6	]	]	PUNCT
bracis-28431	50	7	proposes	propose	VERB
bracis-28431	50	8	a	a	DET
bracis-28431	50	9	residential	residential	ADJ
bracis-28431	50	10	smart	smart	ADJ
bracis-28431	50	11	microgrid	microgrid	NOUN
bracis-28431	50	12	topology	topology	NOUN
bracis-28431	50	13	linked	link	VERB
bracis-28431	50	14	to	to	ADP
bracis-28431	50	15	the	the	DET
bracis-28431	50	16	distribution	distribution	NOUN
bracis-28431	50	17	grid	grid	NOUN
bracis-28431	50	18	using	use	VERB
bracis-28431	50	19	fuzzy	fuzzy	ADJ
bracis-28431	50	20	logic	logic	NOUN
bracis-28431	50	21	,	,	PUNCT
bracis-28431	50	22	which	which	PRON
bracis-28431	50	23	integrates	integrate	VERB
bracis-28431	50	24	a	a	DET
bracis-28431	50	25	photovoltaic	photovoltaic	NOUN
bracis-28431	50	26	system	system	NOUN
bracis-28431	50	27	,	,	PUNCT
bracis-28431	50	28	a	a	DET
bracis-28431	50	29	fuel	fuel	NOUN
bracis-28431	50	30	cell	cell	NOUN
bracis-28431	50	31	and	and	CCONJ
bracis-28431	50	32	a	a	DET
bracis-28431	50	33	battery	battery	NOUN
bracis-28431	50	34	bank	bank	NOUN
bracis-28431	50	35	.	.	PUNCT
bracis-28431	51	1	to	to	PART
bracis-28431	51	2	validate	validate	VERB
bracis-28431	51	3	the	the	DET
bracis-28431	51	4	functioning	functioning	NOUN
bracis-28431	51	5	of	of	ADP
bracis-28431	51	6	the	the	DET
bracis-28431	51	7	proposed	propose	VERB
bracis-28431	51	8	energy	energy	NOUN
bracis-28431	51	9	management	management	NOUN
bracis-28431	51	10	unit	unit	NOUN
bracis-28431	51	11	,	,	PUNCT
bracis-28431	51	12	a	a	DET
bracis-28431	51	13	prototype	prototype	NOUN
bracis-28431	51	14	of	of	ADP
bracis-28431	51	15	the	the	DET
bracis-28431	51	16	system	system	NOUN
bracis-28431	51	17	was	be	AUX
bracis-28431	51	18	developed	develop	VERB
bracis-28431	51	19	and	and	CCONJ
bracis-28431	51	20	experimental	experimental	ADJ
bracis-28431	51	21	tests	test	NOUN
bracis-28431	51	22	were	be	AUX
bracis-28431	51	23	carried	carry	VERB
bracis-28431	51	24	out	out	ADP
bracis-28431	51	25	.	.	PUNCT
bracis-28431	52	1	the	the	DET
bracis-28431	52	2	management	management	NOUN
bracis-28431	52	3	system	system	NOUN
bracis-28431	52	4	was	be	AUX
bracis-28431	52	5	tested	test	VERB
bracis-28431	52	6	for	for	ADP
bracis-28431	52	7	three	three	NUM
bracis-28431	52	8	different	different	ADJ
bracis-28431	52	9	residential	residential	ADJ
bracis-28431	52	10	load	load	NOUN
bracis-28431	52	11	scenarios	scenario	NOUN
bracis-28431	52	12	,	,	PUNCT
bracis-28431	52	13	both	both	PRON
bracis-28431	52	14	connected	connect	VERB
bracis-28431	52	15	to	to	ADP
bracis-28431	52	16	the	the	DET
bracis-28431	52	17	grid	grid	NOUN
bracis-28431	52	18	and	and	CCONJ
bracis-28431	52	19	isolated	isolate	VERB
bracis-28431	52	20	.	.	PUNCT
bracis-28431	53	1	the	the	DET
bracis-28431	53	2	distribution	distribution	NOUN
bracis-28431	53	3	and	and	CCONJ
bracis-28431	53	4	analysis	analysis	NOUN
bracis-28431	53	5	of	of	ADP
bracis-28431	53	6	the	the	DET
bracis-28431	53	7	energy	energy	NOUN
bracis-28431	53	8	cost	cost	NOUN
bracis-28431	53	9	provided	provide	VERB
bracis-28431	53	10	for	for	ADP
bracis-28431	53	11	each	each	DET
bracis-28431	53	12	management	management	NOUN
bracis-28431	53	13	scenario	scenario	NOUN
bracis-28431	53	14	showed	show	VERB
bracis-28431	53	15	the	the	DET
bracis-28431	53	16	benefits	benefit	NOUN
bracis-28431	53	17	of	of	ADP
bracis-28431	53	18	using	use	VERB
bracis-28431	53	19	this	this	DET
bracis-28431	53	20	type	type	NOUN
bracis-28431	53	21	of	of	ADP
bracis-28431	53	22	intelligent	intelligent	ADJ
bracis-28431	53	23	system	system	NOUN
bracis-28431	53	24	for	for	ADP
bracis-28431	53	25	the	the	DET
bracis-28431	53	26	consumer	consumer	NOUN
bracis-28431	53	27	and	and	CCONJ
bracis-28431	53	28	for	for	ADP
bracis-28431	53	29	the	the	DET
bracis-28431	53	30	utility	utility	NOUN
bracis-28431	53	31	.	.	PUNCT
bracis-28431	54	1	[	[	X
bracis-28431	54	2	19	19	NUM
bracis-28431	54	3	]	]	PUNCT
bracis-28431	54	4	developed	develop	VERB
bracis-28431	54	5	a	a	DET
bracis-28431	54	6	coordinated	coordinated	ADJ
bracis-28431	54	7	control	control	NOUN
bracis-28431	54	8	scheme	scheme	NOUN
bracis-28431	54	9	of	of	ADP
bracis-28431	54	10	a	a	DET
bracis-28431	54	11	battery	battery	NOUN
bracis-28431	54	12	energy	energy	NOUN
bracis-28431	54	13	storage	storage	NOUN
bracis-28431	54	14	system	system	NOUN
bracis-28431	54	15	and	and	CCONJ
bracis-28431	54	16	dg	dg	NOUN
bracis-28431	54	17	units	unit	NOUN
bracis-28431	54	18	for	for	ADP
bracis-28431	54	19	a	a	DET
bracis-28431	54	20	microgrid	microgrid	NOUN
bracis-28431	54	21	,	,	PUNCT
bracis-28431	54	22	based	base	VERB
bracis-28431	54	23	on	on	ADP
bracis-28431	54	24	fuzzy	fuzzy	ADJ
bracis-28431	54	25	logic	logic	NOUN
bracis-28431	54	26	.	.	PUNCT
bracis-28431	55	1	the	the	DET
bracis-28431	55	2	coordinated	coordinate	VERB
bracis-28431	55	3	control	control	NOUN
bracis-28431	55	4	scheme	scheme	NOUN
bracis-28431	55	5	aims	aim	VERB
bracis-28431	55	6	to	to	PART
bracis-28431	55	7	mitigate	mitigate	VERB
bracis-28431	55	8	the	the	DET
bracis-28431	55	9	fluctuation	fluctuation	NOUN
bracis-28431	55	10	of	of	ADP
bracis-28431	55	11	active	active	ADJ
bracis-28431	55	12	power	power	NOUN
bracis-28431	55	13	at	at	ADP
bracis-28431	55	14	the	the	DET
bracis-28431	55	15	point	point	NOUN
bracis-28431	55	16	of	of	ADP
bracis-28431	55	17	common	common	ADJ
bracis-28431	55	18	coupling	coupling	NOUN
bracis-28431	55	19	of	of	ADP
bracis-28431	55	20	the	the	DET
bracis-28431	55	21	microgrid	microgrid	NOUN
bracis-28431	55	22	when	when	SCONJ
bracis-28431	55	23	it	it	PRON
bracis-28431	55	24	is	be	AUX
bracis-28431	55	25	connected	connect	VERB
bracis-28431	55	26	to	to	ADP
bracis-28431	55	27	the	the	DET
bracis-28431	55	28	grid	grid	NOUN
bracis-28431	55	29	and	and	CCONJ
bracis-28431	55	30	also	also	ADV
bracis-28431	55	31	to	to	PART
bracis-28431	55	32	keep	keep	VERB
bracis-28431	55	33	the	the	DET
bracis-28431	55	34	frequency	frequency	NOUN
bracis-28431	55	35	of	of	ADP
bracis-28431	55	36	the	the	DET
bracis-28431	55	37	microgrid	microgrid	NOUN
bracis-28431	55	38	within	within	ADP
bracis-28431	55	39	the	the	DET
bracis-28431	55	40	defined	define	VERB
bracis-28431	55	41	range	range	NOUN
bracis-28431	55	42	for	for	ADP
bracis-28431	55	43	operation	operation	NOUN
bracis-28431	55	44	when	when	SCONJ
bracis-28431	55	45	it	it	PRON
bracis-28431	55	46	is	be	AUX
bracis-28431	55	47	isolated	isolate	VERB
bracis-28431	55	48	.	.	PUNCT
bracis-28431	56	1	in	in	ADP
bracis-28431	56	2	the	the	DET
bracis-28431	56	3	control	control	NOUN
bracis-28431	56	4	scheme	scheme	NOUN
bracis-28431	56	5	,	,	PUNCT
bracis-28431	56	6	the	the	DET
bracis-28431	56	7	soc	soc	NOUN
bracis-28431	56	8	of	of	ADP
bracis-28431	56	9	the	the	DET
bracis-28431	56	10	battery	battery	NOUN
bracis-28431	56	11	energy	energy	NOUN
bracis-28431	56	12	storage	storage	NOUN
bracis-28431	56	13	system	system	NOUN
bracis-28431	56	14	is	be	AUX
bracis-28431	56	15	used	use	VERB
bracis-28431	56	16	as	as	ADP
bracis-28431	56	17	input	input	NOUN
bracis-28431	56	18	for	for	ADP
bracis-28431	56	19	the	the	DET
bracis-28431	56	20	coordinated	coordinate	VERB
bracis-28431	56	21	control	control	NOUN
bracis-28431	56	22	based	base	VERB
bracis-28431	56	23	on	on	ADP
bracis-28431	56	24	fuzzy	fuzzy	ADJ
bracis-28431	56	25	logic	logic	NOUN
bracis-28431	56	26	.	.	PUNCT
bracis-28431	57	1	the	the	DET
bracis-28431	57	2	results	result	NOUN
bracis-28431	57	3	of	of	ADP
bracis-28431	57	4	the	the	DET
bracis-28431	57	5	case	case	NOUN
bracis-28431	57	6	study	study	NOUN
bracis-28431	57	7	were	be	AUX
bracis-28431	57	8	satisfactory	satisfactory	ADJ
bracis-28431	57	9	and	and	CCONJ
bracis-28431	57	10	showed	show	VERB
bracis-28431	57	11	that	that	SCONJ
bracis-28431	57	12	the	the	DET
bracis-28431	57	13	proposed	propose	VERB
bracis-28431	57	14	coordinated	coordinate	VERB
bracis-28431	57	15	control	control	NOUN
bracis-28431	57	16	scheme	scheme	NOUN
bracis-28431	57	17	is	be	AUX
bracis-28431	57	18	capable	capable	ADJ
bracis-28431	57	19	of	of	ADP
bracis-28431	57	20	mitigating	mitigate	VERB
bracis-28431	57	21	the	the	DET
bracis-28431	57	22	fluctuation	fluctuation	NOUN
bracis-28431	57	23	of	of	ADP
bracis-28431	57	24	active	active	ADJ
bracis-28431	57	25	power	power	NOUN
bracis-28431	57	26	at	at	ADP
bracis-28431	57	27	the	the	DET
bracis-28431	57	28	common	common	ADJ
bracis-28431	57	29	coupling	coupling	NOUN
bracis-28431	57	30	point	point	NOUN
bracis-28431	57	31	for	for	ADP
bracis-28431	57	32	grid	grid	NOUN
bracis-28431	57	33	-	-	PUNCT
bracis-28431	57	34	connected	connect	VERB
bracis-28431	57	35	control	control	NOUN
bracis-28431	57	36	and	and	CCONJ
bracis-28431	57	37	performing	perform	VERB
bracis-28431	57	38	efficient	efficient	ADJ
bracis-28431	57	39	frequency	frequency	NOUN
bracis-28431	57	40	control	control	NOUN
bracis-28431	57	41	for	for	ADP
bracis-28431	57	42	isolated	isolated	ADJ
bracis-28431	57	43	operation	operation	NOUN
bracis-28431	57	44	.	.	PUNCT
bracis-28431	58	1	3	3	NUM
bracis-28431	58	2	features	feature	NOUN
bracis-28431	58	3	of	of	ADP
bracis-28431	58	4	the	the	DET
bracis-28431	58	5	proposed	propose	VERB
bracis-28431	58	6	system	system	NOUN
bracis-28431	58	7	in	in	ADP
bracis-28431	58	8	addition	addition	NOUN
bracis-28431	58	9	to	to	ADP
bracis-28431	58	10	the	the	DET
bracis-28431	58	11	use	use	NOUN
bracis-28431	58	12	of	of	ADP
bracis-28431	58	13	a	a	DET
bracis-28431	58	14	dg	dg	NOUN
bracis-28431	58	15	system	system	NOUN
bracis-28431	58	16	,	,	PUNCT
bracis-28431	58	17	this	this	DET
bracis-28431	58	18	research	research	NOUN
bracis-28431	58	19	prioritized	prioritize	VERB
bracis-28431	58	20	the	the	DET
bracis-28431	58	21	use	use	NOUN
bracis-28431	58	22	of	of	ADP
bracis-28431	58	23	the	the	DET
bracis-28431	58	24	white	white	ADJ
bracis-28431	58	25	hourly	hourly	ADJ
bracis-28431	58	26	tariff	tariff	NOUN
bracis-28431	58	27	modality	modality	NOUN
bracis-28431	58	28	.	.	PUNCT
bracis-28431	59	1	according	accord	VERB
bracis-28431	59	2	to	to	ADP
bracis-28431	59	3	[	[	X
bracis-28431	59	4	2	2	NUM
bracis-28431	59	5	]	]	PUNCT
bracis-28431	59	6	,	,	PUNCT
bracis-28431	59	7	the	the	DET
bracis-28431	59	8	white	white	ADJ
bracis-28431	59	9	tariff	tariff	NOUN
bracis-28431	59	10	is	be	AUX
bracis-28431	59	11	characterized	characterize	VERB
bracis-28431	59	12	as	as	ADP
bracis-28431	59	13	consisting	consist	VERB
bracis-28431	59	14	of	of	ADP
bracis-28431	59	15	differentiated	differentiated	ADJ
bracis-28431	59	16	tariffs	tariff	NOUN
bracis-28431	59	17	for	for	ADP
bracis-28431	59	18	energy	energy	NOUN
bracis-28431	59	19	consumption	consumption	NOUN
bracis-28431	59	20	depending	depend	VERB
bracis-28431	59	21	on	on	ADP
bracis-28431	59	22	the	the	DET
bracis-28431	59	23	time	time	NOUN
bracis-28431	59	24	of	of	ADP
bracis-28431	59	25	day	day	NOUN
bracis-28431	59	26	.	.	PUNCT
bracis-28431	60	1	this	this	DET
bracis-28431	60	2	modality	modality	NOUN
bracis-28431	60	3	is	be	AUX
bracis-28431	60	4	divided	divide	VERB
bracis-28431	60	5	into	into	ADP
bracis-28431	60	6	three	three	NUM
bracis-28431	60	7	tariff	tariff	NOUN
bracis-28431	60	8	types	type	NOUN
bracis-28431	60	9	:	:	PUNCT
bracis-28431	60	10	peak	peak	NOUN
bracis-28431	60	11	tariff	tariff	NOUN
bracis-28431	60	12	,	,	PUNCT
bracis-28431	60	13	intermediate	intermediate	ADJ
bracis-28431	60	14	tariff	tariff	NOUN
bracis-28431	60	15	,	,	PUNCT
bracis-28431	60	16	and	and	CCONJ
bracis-28431	60	17	off	off	ADP
bracis-28431	60	18	-	-	PUNCT
bracis-28431	60	19	peak	peak	NOUN
bracis-28431	60	20	tariff	tariff	NOUN
bracis-28431	60	21	.	.	PUNCT
bracis-28431	61	1	the	the	DET
bracis-28431	61	2	days	day	NOUN
bracis-28431	61	3	of	of	ADP
bracis-28431	61	4	the	the	DET
bracis-28431	61	5	week	week	NOUN
bracis-28431	61	6	and	and	CCONJ
bracis-28431	61	7	times	time	NOUN
bracis-28431	61	8	stipulated	stipulate	VERB
bracis-28431	61	9	for	for	SCONJ
bracis-28431	61	10	tariff	tariff	NOUN
bracis-28431	61	11	posts	post	NOUN
bracis-28431	61	12	are	be	AUX
bracis-28431	61	13	defined	define	VERB
bracis-28431	61	14	and	and	CCONJ
bracis-28431	61	15	implemented	implement	VERB
bracis-28431	61	16	by	by	ADP
bracis-28431	61	17	each	each	DET
bracis-28431	61	18	electricity	electricity	NOUN
bracis-28431	61	19	company	company	NOUN
bracis-28431	61	20	distributor	distributor	NOUN
bracis-28431	61	21	in	in	ADP
bracis-28431	61	22	brazil	brazil	PROPN
bracis-28431	61	23	,	,	PUNCT
bracis-28431	61	24	provided	provide	VERB
bracis-28431	61	25	that	that	SCONJ
bracis-28431	61	26	they	they	PRON
bracis-28431	61	27	are	be	AUX
bracis-28431	61	28	previously	previously	ADV
bracis-28431	61	29	approved	approve	VERB
bracis-28431	61	30	and	and	CCONJ
bracis-28431	61	31	ratified	ratify	VERB
bracis-28431	61	32	by	by	ADP
bracis-28431	61	33	aneel	aneel	PROPN
bracis-28431	62	1	[	[	X
bracis-28431	62	2	2	2	NUM
bracis-28431	62	3	]	]	PUNCT
bracis-28431	62	4	.	.	PUNCT
bracis-28431	63	1	equatorial	equatorial	ADJ
bracis-28431	63	2	energia	energia	NOUN
bracis-28431	63	3	is	be	AUX
bracis-28431	63	4	one	one	NUM
bracis-28431	63	5	of	of	ADP
bracis-28431	63	6	the	the	DET
bracis-28431	63	7	energy	energy	NOUN
bracis-28431	63	8	distributors	distributor	NOUN
bracis-28431	63	9	present	present	ADJ
bracis-28431	63	10	in	in	ADP
bracis-28431	63	11	brazil	brazil	PROPN
bracis-28431	63	12	that	that	PRON
bracis-28431	63	13	have	have	AUX
bracis-28431	63	14	made	make	VERB
bracis-28431	63	15	available	available	ADJ
bracis-28431	63	16	the	the	DET
bracis-28431	63	17	white	white	ADJ
bracis-28431	63	18	tariff	tariff	NOUN
bracis-28431	63	19	modality	modality	NOUN
bracis-28431	63	20	for	for	ADP
bracis-28431	63	21	all	all	DET
bracis-28431	63	22	consumer	consumer	NOUN
bracis-28431	63	23	units	unit	NOUN
bracis-28431	63	24	,	,	PUNCT
bracis-28431	63	25	since	since	SCONJ
bracis-28431	63	26	january	january	PROPN
bracis-28431	63	27	1st	1st	NOUN
bracis-28431	63	28	,	,	PUNCT
bracis-28431	63	29	2020	2020	NUM
bracis-28431	63	30	.	.	PUNCT
bracis-28431	64	1	the	the	DET
bracis-28431	64	2	values	value	NOUN
bracis-28431	64	3	of	of	ADP
bracis-28431	64	4	each	each	DET
bracis-28431	64	5	tariff	tariff	NOUN
bracis-28431	64	6	are	be	AUX
bracis-28431	64	7	also	also	ADV
bracis-28431	64	8	defined	define	VERB
bracis-28431	64	9	by	by	ADP
bracis-28431	64	10	the	the	DET
bracis-28431	64	11	energy	energy	NOUN
bracis-28431	64	12	distributors	distributor	NOUN
bracis-28431	64	13	.	.	PUNCT
bracis-28431	65	1	at	at	ADP
bracis-28431	65	2	equatorial	equatorial	ADJ
bracis-28431	65	3	energia	energia	NOUN
bracis-28431	65	4	,	,	PUNCT
bracis-28431	65	5	for	for	ADP
bracis-28431	65	6	example	example	NOUN
bracis-28431	65	7	,	,	PUNCT
bracis-28431	65	8	the	the	DET
bracis-28431	65	9	values	value	NOUN
bracis-28431	65	10	and	and	CCONJ
bracis-28431	65	11	periods	period	NOUN
bracis-28431	65	12	of	of	ADP
bracis-28431	65	13	tariff	tariff	NOUN
bracis-28431	65	14	posts	post	NOUN
bracis-28431	65	15	must	must	AUX
bracis-28431	65	16	be	be	AUX
bracis-28431	65	17	approved	approve	VERB
bracis-28431	65	18	by	by	ADP
bracis-28431	65	19	aneel	aneel	PROPN
bracis-28431	65	20	in	in	ADP
bracis-28431	65	21	each	each	DET
bracis-28431	65	22	periodic	periodic	ADJ
bracis-28431	65	23	tariff	tariff	NOUN
bracis-28431	65	24	review	review	NOUN
bracis-28431	65	25	,	,	PUNCT
bracis-28431	65	26	which	which	PRON
bracis-28431	65	27	must	must	AUX
bracis-28431	65	28	occur	occur	VERB
bracis-28431	65	29	every	every	DET
bracis-28431	65	30	four	four	NUM
bracis-28431	65	31	years	year	NOUN
bracis-28431	66	1	[	[	X
bracis-28431	66	2	7	7	NUM
bracis-28431	66	3	]	]	PUNCT
bracis-28431	66	4	.	.	PUNCT
bracis-28431	67	1	the	the	DET
bracis-28431	67	2	schedules	schedule	NOUN
bracis-28431	67	3	and	and	CCONJ
bracis-28431	67	4	values	value	NOUN
bracis-28431	67	5	of	of	ADP
bracis-28431	67	6	the	the	DET
bracis-28431	67	7	tariff	tariff	NOUN
bracis-28431	67	8	stations	station	NOUN
bracis-28431	67	9	defined	define	VERB
bracis-28431	67	10	for	for	ADP
bracis-28431	67	11	the	the	DET
bracis-28431	67	12	state	state	NOUN
bracis-28431	67	13	of	of	ADP
bracis-28431	67	14	pará	pará	PROPN
bracis-28431	67	15	–	–	PUNCT
bracis-28431	67	16	brazil	brazil	PROPN
bracis-28431	67	17	since	since	SCONJ
bracis-28431	67	18	the	the	DET
bracis-28431	67	19	year	year	NOUN
bracis-28431	67	20	2019	2019	NUM
bracis-28431	67	21	are	be	AUX
bracis-28431	67	22	specified	specify	VERB
bracis-28431	67	23	in	in	ADP
bracis-28431	67	24	the	the	DET
bracis-28431	67	25	items	item	NOUN
bracis-28431	67	26	below	below	ADP
bracis-28431	67	27	:	:	PUNCT
bracis-28431	67	28	1	1	X
bracis-28431	67	29	.	.	X
bracis-28431	67	30	peak	peak	NOUN
bracis-28431	67	31	time	time	NOUN
bracis-28431	67	32	(	(	PUNCT
bracis-28431	67	33	from	from	ADP
bracis-28431	67	34	6	6	NUM
bracis-28431	67	35	 	 	SPACE
bracis-28431	67	36	pm	pm	NOUN
bracis-28431	67	37	to	to	ADP
bracis-28431	67	38	8:59	8:59	NUM
bracis-28431	67	39	 	 	SPACE
bracis-28431	67	40	pm	pm	NOUN
bracis-28431	67	41	):	):	PUNCT
bracis-28431	67	42	r$	r$	NOUN
bracis-28431	67	43	1.39	1.39	NUM
bracis-28431	67	44	;	;	PUNCT
bracis-28431	67	45	2	2	NUM
bracis-28431	67	46	.	.	X
bracis-28431	67	47	intermediate	intermediate	ADJ
bracis-28431	67	48	time	time	NOUN
bracis-28431	67	49	(	(	PUNCT
bracis-28431	67	50	from	from	ADP
bracis-28431	67	51	4	4	NUM
bracis-28431	67	52	 	 	SPACE
bracis-28431	67	53	pm	pm	NOUN
bracis-28431	67	54	to	to	ADP
bracis-28431	67	55	5:59	5:59	NUM
bracis-28431	67	56	 	 	SPACE
bracis-28431	67	57	pm	pm	NOUN
bracis-28431	67	58	and	and	CCONJ
bracis-28431	67	59	from	from	ADP
bracis-28431	67	60	9	9	NUM
bracis-28431	67	61	 	 	SPACE
bracis-28431	67	62	pm	pm	NOUN
bracis-28431	67	63	to	to	ADP
bracis-28431	67	64	9:59	9:59	NUM
bracis-28431	67	65	 	 	SPACE
bracis-28431	67	66	pm	pm	NOUN
bracis-28431	67	67	):	):	PUNCT
bracis-28431	67	68	r$	r$	NOUN
bracis-28431	67	69	0.87	0.87	NUM
bracis-28431	67	70	;	;	PUNCT
bracis-28431	67	71	3	3	X
bracis-28431	67	72	.	.	X
bracis-28431	67	73	off	off	ADP
bracis-28431	67	74	-	-	PUNCT
bracis-28431	67	75	peak	peak	NOUN
bracis-28431	67	76	time	time	NOUN
bracis-28431	67	77	(	(	PUNCT
bracis-28431	67	78	from	from	ADP
bracis-28431	67	79	10	10	NUM
bracis-28431	67	80	 	 	SPACE
bracis-28431	67	81	pm	pm	NOUN
bracis-28431	67	82	to	to	ADP
bracis-28431	67	83	3:59	3:59	NUM
bracis-28431	67	84	 	 	SPACE
bracis-28431	67	85	pm	pm	NOUN
bracis-28431	67	86	):	):	PUNCT
bracis-28431	67	87	r$	r$	VERB
bracis-28431	67	88	0.49	0.49	NUM
bracis-28431	67	89	.	.	PUNCT
bracis-28431	68	1	the	the	DET
bracis-28431	68	2	benefits	benefit	NOUN
bracis-28431	68	3	of	of	ADP
bracis-28431	68	4	using	use	VERB
bracis-28431	68	5	the	the	DET
bracis-28431	68	6	white	white	ADJ
bracis-28431	68	7	tariff	tariff	NOUN
bracis-28431	68	8	can	can	AUX
bracis-28431	68	9	then	then	ADV
bracis-28431	68	10	be	be	AUX
bracis-28431	68	11	realized	realize	VERB
bracis-28431	68	12	above	above	ADP
bracis-28431	68	13	all	all	PRON
bracis-28431	68	14	to	to	ADP
bracis-28431	68	15	consumers	consumer	NOUN
bracis-28431	68	16	who	who	PRON
bracis-28431	68	17	consume	consume	VERB
bracis-28431	68	18	very	very	ADV
bracis-28431	68	19	little	little	ADJ
bracis-28431	68	20	between	between	ADP
bracis-28431	68	21	4	4	NUM
bracis-28431	68	22	 	 	SPACE
bracis-28431	68	23	pm	pm	NOUN
bracis-28431	68	24	and	and	CCONJ
bracis-28431	68	25	10	10	NUM
bracis-28431	68	26	 	 	SPACE
bracis-28431	68	27	pm	pm	NOUN
bracis-28431	68	28	,	,	PUNCT
bracis-28431	68	29	that	that	ADV
bracis-28431	68	30	is	is	ADV
bracis-28431	68	31	,	,	PUNCT
bracis-28431	68	32	during	during	ADP
bracis-28431	68	33	peak	peak	NOUN
bracis-28431	68	34	and	and	CCONJ
bracis-28431	68	35	intermediate	intermediate	ADJ
bracis-28431	68	36	time	time	NOUN
bracis-28431	68	37	.	.	PUNCT
bracis-28431	69	1	the	the	DET
bracis-28431	69	2	white	white	ADJ
bracis-28431	69	3	tariff	tariff	NOUN
bracis-28431	69	4	is	be	AUX
bracis-28431	69	5	a	a	DET
bracis-28431	69	6	modality	modality	NOUN
bracis-28431	69	7	that	that	PRON
bracis-28431	69	8	,	,	PUNCT
bracis-28431	69	9	depending	depend	VERB
bracis-28431	69	10	on	on	ADP
bracis-28431	69	11	the	the	DET
bracis-28431	69	12	consumption	consumption	NOUN
bracis-28431	69	13	profile	profile	NOUN
bracis-28431	69	14	and	and	CCONJ
bracis-28431	69	15	the	the	DET
bracis-28431	69	16	habits	habit	NOUN
bracis-28431	69	17	of	of	ADP
bracis-28431	69	18	use	use	NOUN
bracis-28431	69	19	of	of	ADP
bracis-28431	69	20	electric	electric	ADJ
bracis-28431	69	21	energy	energy	NOUN
bracis-28431	69	22	,	,	PUNCT
bracis-28431	69	23	presents	present	VERB
bracis-28431	69	24	itself	itself	PRON
bracis-28431	69	25	as	as	ADP
bracis-28431	69	26	an	an	DET
bracis-28431	69	27	interesting	interesting	ADJ
bracis-28431	69	28	alternative	alternative	NOUN
bracis-28431	69	29	for	for	ADP
bracis-28431	69	30	the	the	DET
bracis-28431	69	31	residential	residential	ADJ
bracis-28431	69	32	consumer	consumer	NOUN
bracis-28431	69	33	.	.	PUNCT
bracis-28431	70	1	another	another	DET
bracis-28431	70	2	important	important	ADJ
bracis-28431	70	3	issue	issue	NOUN
bracis-28431	70	4	for	for	ADP
bracis-28431	70	5	the	the	DET
bracis-28431	70	6	system	system	NOUN
bracis-28431	70	7	configuration	configuration	NOUN
bracis-28431	70	8	of	of	ADP
bracis-28431	70	9	this	this	DET
bracis-28431	70	10	application	application	NOUN
bracis-28431	70	11	is	be	AUX
bracis-28431	70	12	the	the	DET
bracis-28431	70	13	use	use	NOUN
bracis-28431	70	14	of	of	ADP
bracis-28431	70	15	an	an	DET
bracis-28431	70	16	integrated	integrate	VERB
bracis-28431	70	17	storage	storage	NOUN
bracis-28431	70	18	system	system	NOUN
bracis-28431	70	19	connected	connect	VERB
bracis-28431	70	20	to	to	ADP
bracis-28431	70	21	a	a	DET
bracis-28431	70	22	hybrid	hybrid	ADJ
bracis-28431	70	23	photovoltaic	photovoltaic	NOUN
bracis-28431	70	24	system	system	NOUN
bracis-28431	70	25	(	(	PUNCT
bracis-28431	70	26	both	both	CCONJ
bracis-28431	70	27	on	on	ADP
bracis-28431	70	28	-	-	PUNCT
bracis-28431	70	29	grid	grid	NOUN
bracis-28431	70	30	and	and	CCONJ
bracis-28431	70	31	off	off	ADP
bracis-28431	70	32	-	-	PUNCT
bracis-28431	70	33	grid	grid	NOUN
bracis-28431	70	34	)	)	PUNCT
bracis-28431	70	35	.	.	PUNCT
bracis-28431	71	1	the	the	DET
bracis-28431	71	2	presence	presence	NOUN
bracis-28431	71	3	of	of	ADP
bracis-28431	71	4	the	the	DET
bracis-28431	71	5	battery	battery	NOUN
bracis-28431	71	6	in	in	ADP
bracis-28431	71	7	a	a	DET
bracis-28431	71	8	photovoltaic	photovoltaic	NOUN
bracis-28431	71	9	production	production	NOUN
bracis-28431	71	10	system	system	NOUN
bracis-28431	71	11	is	be	AUX
bracis-28431	71	12	intended	intend	VERB
bracis-28431	71	13	to	to	PART
bracis-28431	71	14	accommodate	accommodate	VERB
bracis-28431	71	15	the	the	DET
bracis-28431	71	16	excess	excess	ADJ
bracis-28431	71	17	energy	energy	NOUN
bracis-28431	71	18	production	production	NOUN
bracis-28431	71	19	of	of	ADP
bracis-28431	71	20	the	the	DET
bracis-28431	71	21	residence	residence	NOUN
bracis-28431	71	22	.	.	PUNCT
bracis-28431	72	1	in	in	ADP
bracis-28431	72	2	this	this	DET
bracis-28431	72	3	way	way	NOUN
bracis-28431	72	4	,	,	PUNCT
bracis-28431	72	5	the	the	DET
bracis-28431	72	6	extra	extra	ADJ
bracis-28431	72	7	energy	energy	NOUN
bracis-28431	72	8	can	can	AUX
bracis-28431	72	9	be	be	AUX
bracis-28431	72	10	used	use	VERB
bracis-28431	72	11	in	in	ADP
bracis-28431	72	12	case	case	NOUN
bracis-28431	72	13	of	of	ADP
bracis-28431	72	14	power	power	NOUN
bracis-28431	72	15	outages	outage	NOUN
bracis-28431	72	16	of	of	ADP
bracis-28431	72	17	the	the	DET
bracis-28431	72	18	photovoltaic	photovoltaic	NOUN
bracis-28431	72	19	panel	panel	NOUN
bracis-28431	72	20	and/or	and/or	CCONJ
bracis-28431	72	21	the	the	DET
bracis-28431	72	22	electrical	electrical	ADJ
bracis-28431	72	23	network	network	NOUN
bracis-28431	72	24	and	and	CCONJ
bracis-28431	72	25	to	to	PART
bracis-28431	72	26	balance	balance	VERB
bracis-28431	72	27	the	the	DET
bracis-28431	72	28	load	load	NOUN
bracis-28431	72	29	inserted	insert	VERB
bracis-28431	72	30	in	in	ADP
bracis-28431	72	31	the	the	DET
bracis-28431	72	32	grid	grid	NOUN
bracis-28431	73	1	[	[	X
bracis-28431	73	2	17	17	NUM
bracis-28431	73	3	]	]	PUNCT
bracis-28431	73	4	.	.	PUNCT
bracis-28431	74	1	in	in	ADP
bracis-28431	74	2	the	the	DET
bracis-28431	74	3	context	context	NOUN
bracis-28431	74	4	of	of	ADP
bracis-28431	74	5	the	the	DET
bracis-28431	74	6	white	white	ADJ
bracis-28431	74	7	tariff	tariff	NOUN
bracis-28431	74	8	modality	modality	NOUN
bracis-28431	74	9	,	,	PUNCT
bracis-28431	74	10	it	it	PRON
bracis-28431	74	11	is	be	AUX
bracis-28431	74	12	possible	possible	ADJ
bracis-28431	74	13	to	to	PART
bracis-28431	74	14	charge	charge	VERB
bracis-28431	74	15	the	the	DET
bracis-28431	74	16	battery	battery	NOUN
bracis-28431	74	17	when	when	SCONJ
bracis-28431	74	18	energy	energy	NOUN
bracis-28431	74	19	from	from	ADP
bracis-28431	74	20	the	the	DET
bracis-28431	74	21	grid	grid	NOUN
bracis-28431	74	22	is	be	AUX
bracis-28431	74	23	cheap	cheap	ADJ
bracis-28431	74	24	and	and	CCONJ
bracis-28431	74	25	to	to	PART
bracis-28431	74	26	use	use	VERB
bracis-28431	74	27	it	it	PRON
bracis-28431	74	28	when	when	SCONJ
bracis-28431	74	29	energy	energy	NOUN
bracis-28431	74	30	is	be	AUX
bracis-28431	74	31	expensive	expensive	ADJ
bracis-28431	74	32	.	.	PUNCT
bracis-28431	75	1	in	in	ADP
bracis-28431	75	2	this	this	DET
bracis-28431	75	3	way	way	NOUN
bracis-28431	75	4	,	,	PUNCT
bracis-28431	75	5	the	the	DET
bracis-28431	75	6	use	use	NOUN
bracis-28431	75	7	of	of	ADP
bracis-28431	75	8	the	the	DET
bracis-28431	75	9	battery	battery	NOUN
bracis-28431	75	10	reduces	reduce	VERB
bracis-28431	75	11	the	the	DET
bracis-28431	75	12	billed	bill	VERB
bracis-28431	75	13	consumption	consumption	NOUN
bracis-28431	75	14	of	of	ADP
bracis-28431	75	15	the	the	DET
bracis-28431	75	16	consumer	consumer	NOUN
bracis-28431	75	17	unit	unit	NOUN
bracis-28431	75	18	,	,	PUNCT
bracis-28431	75	19	especially	especially	ADV
bracis-28431	75	20	during	during	ADP
bracis-28431	75	21	peak	peak	NOUN
bracis-28431	75	22	hours	hour	NOUN
bracis-28431	75	23	.	.	PUNCT
bracis-28431	76	1	as	as	ADP
bracis-28431	76	2	a	a	DET
bracis-28431	76	3	way	way	NOUN
bracis-28431	76	4	of	of	ADP
bracis-28431	76	5	exemplifying	exemplify	VERB
bracis-28431	76	6	this	this	DET
bracis-28431	76	7	section	section	NOUN
bracis-28431	76	8	,	,	PUNCT
bracis-28431	76	9	fig	fig	NOUN
bracis-28431	76	10	.	.	PUNCT
bracis-28431	76	11	 	 	SPACE
bracis-28431	76	12	1	1	NUM
bracis-28431	76	13	presents	present	VERB
bracis-28431	76	14	the	the	DET
bracis-28431	76	15	system	system	NOUN
bracis-28431	76	16	components	component	NOUN
bracis-28431	76	17	and	and	CCONJ
bracis-28431	76	18	the	the	DET
bracis-28431	76	19	architecture	architecture	NOUN
bracis-28431	76	20	proposed	propose	VERB
bracis-28431	76	21	in	in	ADP
bracis-28431	76	22	this	this	DET
bracis-28431	76	23	article	article	NOUN
bracis-28431	76	24	for	for	ADP
bracis-28431	76	25	the	the	DET
bracis-28431	76	26	residential	residential	ADJ
bracis-28431	76	27	photovoltaic	photovoltaic	NOUN
bracis-28431	76	28	installation	installation	NOUN
bracis-28431	76	29	.	.	PUNCT
bracis-28431	77	1	fig	fig	NOUN
bracis-28431	77	2	.	.	PUNCT
bracis-28431	77	3	 	 	SPACE
bracis-28431	78	1	1	1	X
bracis-28431	78	2	.	.	PUNCT
bracis-28431	78	3	system	system	NOUN
bracis-28431	78	4	components	component	NOUN
bracis-28431	78	5	and	and	CCONJ
bracis-28431	78	6	architecture	architecture	NOUN
bracis-28431	78	7	of	of	ADP
bracis-28431	78	8	residential	residential	ADJ
bracis-28431	78	9	photovoltaic	photovoltaic	NOUN
bracis-28431	78	10	installation	installation	NOUN
bracis-28431	79	1	[	[	X
bracis-28431	79	2	8	8	X
bracis-28431	79	3	]	]	SYM
bracis-28431	79	4	full	full	ADJ
bracis-28431	79	5	size	size	NOUN
bracis-28431	79	6	image	image	NOUN
bracis-28431	79	7	4	4	NUM
bracis-28431	79	8	development	development	NOUN
bracis-28431	79	9	of	of	ADP
bracis-28431	79	10	the	the	DET
bracis-28431	79	11	fuzzy	fuzzy	ADJ
bracis-28431	79	12	algorithm	algorithm	NOUN
bracis-28431	79	13	[	[	X
bracis-28431	79	14	18	18	NUM
bracis-28431	79	15	]	]	PUNCT
bracis-28431	79	16	defines	define	VERB
bracis-28431	79	17	a	a	DET
bracis-28431	79	18	fuzzy	fuzzy	ADJ
bracis-28431	79	19	system	system	NOUN
bracis-28431	79	20	as	as	ADP
bracis-28431	79	21	a	a	DET
bracis-28431	79	22	particular	particular	ADJ
bracis-28431	79	23	type	type	NOUN
bracis-28431	79	24	of	of	ADP
bracis-28431	79	25	knowledge	knowledge	NOUN
bracis-28431	79	26	-	-	PUNCT
bracis-28431	79	27	based	base	VERB
bracis-28431	79	28	system	system	NOUN
bracis-28431	79	29	where	where	SCONJ
bracis-28431	79	30	the	the	DET
bracis-28431	79	31	knowledge	knowledge	NOUN
bracis-28431	79	32	base	base	NOUN
bracis-28431	79	33	is	be	AUX
bracis-28431	79	34	built	build	VERB
bracis-28431	79	35	from	from	ADP
bracis-28431	79	36	a	a	DET
bracis-28431	79	37	set	set	NOUN
bracis-28431	79	38	of	of	ADP
bracis-28431	79	39	fuzzy	fuzzy	ADJ
bracis-28431	79	40	rules	rule	NOUN
bracis-28431	79	41	.	.	PUNCT
bracis-28431	80	1	in	in	ADP
bracis-28431	80	2	this	this	DET
bracis-28431	80	3	type	type	NOUN
bracis-28431	80	4	of	of	ADP
bracis-28431	80	5	system	system	NOUN
bracis-28431	80	6	,	,	PUNCT
bracis-28431	80	7	inputs	input	NOUN
bracis-28431	80	8	are	be	AUX
bracis-28431	80	9	given	give	VERB
bracis-28431	80	10	in	in	ADP
bracis-28431	80	11	natural	natural	ADJ
bracis-28431	80	12	language	language	NOUN
bracis-28431	80	13	,	,	PUNCT
bracis-28431	80	14	which	which	PRON
bracis-28431	80	15	,	,	PUNCT
bracis-28431	80	16	after	after	ADP
bracis-28431	80	17	going	go	VERB
bracis-28431	80	18	through	through	ADP
bracis-28431	80	19	the	the	DET
bracis-28431	80	20	fuzzy	fuzzy	ADJ
bracis-28431	80	21	inference	inference	NOUN
bracis-28431	80	22	process	process	NOUN
bracis-28431	80	23	,	,	PUNCT
bracis-28431	80	24	are	be	AUX
bracis-28431	80	25	converted	convert	VERB
bracis-28431	80	26	into	into	ADP
bracis-28431	80	27	a	a	DET
bracis-28431	80	28	numerical	numerical	ADJ
bracis-28431	80	29	format	format	NOUN
bracis-28431	80	30	that	that	PRON
bracis-28431	80	31	is	be	AUX
bracis-28431	80	32	easy	easy	ADJ
bracis-28431	80	33	to	to	PART
bracis-28431	80	34	manipulate	manipulate	VERB
bracis-28431	80	35	.	.	PUNCT
bracis-28431	81	1	the	the	DET
bracis-28431	81	2	steps	step	NOUN
bracis-28431	81	3	for	for	ADP
bracis-28431	81	4	building	build	VERB
bracis-28431	81	5	a	a	DET
bracis-28431	81	6	fuzzy	fuzzy	ADJ
bracis-28431	81	7	system	system	NOUN
bracis-28431	81	8	are	be	AUX
bracis-28431	81	9	described	describe	VERB
bracis-28431	81	10	in	in	ADP
bracis-28431	81	11	fig	fig	NOUN
bracis-28431	81	12	.	.	PUNCT
bracis-28431	81	13	 	 	SPACE
bracis-28431	82	1	2	2	NUM
bracis-28431	82	2	.	.	X
bracis-28431	82	3	fig	fig	NOUN
bracis-28431	82	4	.	.	PUNCT
bracis-28431	82	5	 	 	SPACE
bracis-28431	83	1	2	2	NUM
bracis-28431	83	2	.	.	PUNCT
bracis-28431	83	3	steps	step	NOUN
bracis-28431	83	4	for	for	ADP
bracis-28431	83	5	implementing	implement	VERB
bracis-28431	83	6	a	a	DET
bracis-28431	83	7	fuzzy	fuzzy	ADJ
bracis-28431	83	8	system	system	NOUN
bracis-28431	83	9	full	full	ADJ
bracis-28431	83	10	size	size	NOUN
bracis-28431	83	11	image	image	NOUN
bracis-28431	83	12	the	the	DET
bracis-28431	83	13	fuzzy	fuzzy	ADJ
bracis-28431	83	14	system	system	NOUN
bracis-28431	83	15	developed	develop	VERB
bracis-28431	83	16	in	in	ADP
bracis-28431	83	17	this	this	DET
bracis-28431	83	18	research	research	NOUN
bracis-28431	83	19	consists	consist	VERB
bracis-28431	83	20	of	of	ADP
bracis-28431	83	21	3	3	NUM
bracis-28431	83	22	different	different	ADJ
bracis-28431	83	23	fuzzy	fuzzy	ADJ
bracis-28431	83	24	algorithms	algorithm	NOUN
bracis-28431	83	25	,	,	PUNCT
bracis-28431	83	26	one	one	NUM
bracis-28431	83	27	algorithm	algorithm	NOUN
bracis-28431	83	28	for	for	ADP
bracis-28431	83	29	each	each	DET
bracis-28431	83	30	price	price	NOUN
bracis-28431	83	31	range	range	NOUN
bracis-28431	83	32	of	of	ADP
bracis-28431	83	33	the	the	DET
bracis-28431	83	34	white	white	ADJ
bracis-28431	83	35	tariff	tariff	NOUN
bracis-28431	83	36	,	,	PUNCT
bracis-28431	83	37	as	as	SCONJ
bracis-28431	83	38	detailed	detailed	ADJ
bracis-28431	83	39	previously	previously	ADV
bracis-28431	83	40	.	.	PUNCT
bracis-28431	84	1	the	the	DET
bracis-28431	84	2	fuzzy	fuzzy	ADJ
bracis-28431	84	3	system	system	NOUN
bracis-28431	84	4	is	be	AUX
bracis-28431	84	5	composed	compose	VERB
bracis-28431	84	6	of	of	ADP
bracis-28431	84	7	2	2	NUM
bracis-28431	84	8	input	input	NOUN
bracis-28431	84	9	variables	variable	NOUN
bracis-28431	84	10	(	(	PUNCT
bracis-28431	84	11	el	el	NOUN
bracis-28431	84	12	and	and	CCONJ
bracis-28431	84	13	soc	soc	PROPN
bracis-28431	84	14	)	)	PUNCT
bracis-28431	84	15	and	and	CCONJ
bracis-28431	84	16	an	an	DET
bracis-28431	84	17	output	output	NOUN
bracis-28431	84	18	variable	variable	NOUN
bracis-28431	84	19	(	(	PUNCT
bracis-28431	84	20	eb	eb	PROPN
bracis-28431	84	21	)	)	PUNCT
bracis-28431	84	22	.	.	PUNCT
bracis-28431	85	1	el	el	PROPN
bracis-28431	85	2	represents	represent	VERB
bracis-28431	85	3	the	the	DET
bracis-28431	85	4	energy	energy	NOUN
bracis-28431	85	5	in	in	ADP
bracis-28431	85	6	kwh	kwh	PROPN
bracis-28431	85	7	,	,	PUNCT
bracis-28431	85	8	that	that	ADV
bracis-28431	85	9	is	is	ADV
bracis-28431	85	10	,	,	PUNCT
bracis-28431	85	11	it	it	PRON
bracis-28431	85	12	is	be	AUX
bracis-28431	85	13	the	the	DET
bracis-28431	85	14	value	value	NOUN
bracis-28431	85	15	resulting	result	VERB
bracis-28431	85	16	from	from	ADP
bracis-28431	85	17	the	the	DET
bracis-28431	85	18	subtraction	subtraction	NOUN
bracis-28431	85	19	of	of	ADP
bracis-28431	85	20	the	the	DET
bracis-28431	85	21	energy	energy	NOUN
bracis-28431	85	22	produced	produce	VERB
bracis-28431	85	23	by	by	ADP
bracis-28431	85	24	the	the	DET
bracis-28431	85	25	dg	dg	PROPN
bracis-28431	85	26	(	(	PUNCT
bracis-28431	85	27	eg	eg	NOUN
bracis-28431	85	28	)	)	PUNCT
bracis-28431	85	29	and	and	CCONJ
bracis-28431	85	30	the	the	DET
bracis-28431	85	31	energy	energy	NOUN
bracis-28431	85	32	consumed	consume	VERB
bracis-28431	85	33	by	by	ADP
bracis-28431	85	34	the	the	DET
bracis-28431	85	35	consumer	consumer	NOUN
bracis-28431	85	36	load	load	NOUN
bracis-28431	85	37	(	(	PUNCT
bracis-28431	85	38	ec	ec	PROPN
bracis-28431	85	39	)	)	PUNCT
bracis-28431	85	40	.	.	PUNCT
bracis-28431	86	1	thus	thus	ADV
bracis-28431	86	2	,	,	PUNCT
bracis-28431	86	3	if	if	SCONJ
bracis-28431	86	4	el	el	PROPN
bracis-28431	86	5	is	be	AUX
bracis-28431	86	6	positive	positive	ADJ
bracis-28431	86	7	,	,	PUNCT
bracis-28431	86	8	then	then	ADV
bracis-28431	86	9	there	there	PRON
bracis-28431	86	10	is	be	VERB
bracis-28431	86	11	more	more	ADJ
bracis-28431	86	12	production	production	NOUN
bracis-28431	86	13	than	than	ADP
bracis-28431	86	14	consumption	consumption	NOUN
bracis-28431	86	15	,	,	PUNCT
bracis-28431	86	16	but	but	CCONJ
bracis-28431	86	17	if	if	SCONJ
bracis-28431	86	18	el	el	PROPN
bracis-28431	86	19	is	be	AUX
bracis-28431	86	20	negative	negative	ADJ
bracis-28431	86	21	,	,	PUNCT
bracis-28431	86	22	then	then	ADV
bracis-28431	86	23	production	production	NOUN
bracis-28431	86	24	is	be	AUX
bracis-28431	86	25	not	not	PART
bracis-28431	86	26	enough	enough	ADJ
bracis-28431	86	27	to	to	PART
bracis-28431	86	28	supply	supply	VERB
bracis-28431	86	29	the	the	DET
bracis-28431	86	30	demand	demand	NOUN
bracis-28431	86	31	for	for	ADP
bracis-28431	86	32	electricity	electricity	NOUN
bracis-28431	86	33	.	.	PUNCT
bracis-28431	87	1	soc	soc	NOUN
bracis-28431	87	2	is	be	AUX
bracis-28431	87	3	the	the	DET
bracis-28431	87	4	state	state	NOUN
bracis-28431	87	5	of	of	ADP
bracis-28431	87	6	charge	charge	NOUN
bracis-28431	87	7	of	of	ADP
bracis-28431	87	8	electricity	electricity	NOUN
bracis-28431	87	9	stored	store	VERB
bracis-28431	87	10	in	in	ADP
bracis-28431	87	11	the	the	DET
bracis-28431	87	12	battery	battery	NOUN
bracis-28431	87	13	.	.	PUNCT
bracis-28431	88	1	if	if	SCONJ
bracis-28431	88	2	el	el	PROPN
bracis-28431	88	3	is	be	AUX
bracis-28431	88	4	positive	positive	ADJ
bracis-28431	88	5	,	,	PUNCT
bracis-28431	88	6	it	it	PRON
bracis-28431	88	7	is	be	AUX
bracis-28431	88	8	possible	possible	ADJ
bracis-28431	88	9	to	to	PART
bracis-28431	88	10	recharge	recharge	VERB
bracis-28431	88	11	the	the	DET
bracis-28431	88	12	battery	battery	NOUN
bracis-28431	88	13	using	use	VERB
bracis-28431	88	14	the	the	DET
bracis-28431	88	15	surplus	surplus	ADJ
bracis-28431	88	16	electricity	electricity	NOUN
bracis-28431	88	17	produced	produce	VERB
bracis-28431	88	18	.	.	PUNCT
bracis-28431	89	1	if	if	SCONJ
bracis-28431	89	2	el	el	PROPN
bracis-28431	89	3	is	be	AUX
bracis-28431	89	4	negative	negative	ADJ
bracis-28431	89	5	,	,	PUNCT
bracis-28431	89	6	the	the	DET
bracis-28431	89	7	battery	battery	NOUN
bracis-28431	89	8	can	can	AUX
bracis-28431	89	9	be	be	AUX
bracis-28431	89	10	used	use	VERB
bracis-28431	89	11	to	to	PART
bracis-28431	89	12	supply	supply	VERB
bracis-28431	89	13	the	the	DET
bracis-28431	89	14	energy	energy	NOUN
bracis-28431	89	15	demand	demand	NOUN
bracis-28431	89	16	.	.	PUNCT
bracis-28431	90	1	eb	eb	PROPN
bracis-28431	90	2	represents	represent	VERB
bracis-28431	90	3	how	how	SCONJ
bracis-28431	90	4	much	much	ADJ
bracis-28431	90	5	energy	energy	NOUN
bracis-28431	90	6	will	will	AUX
bracis-28431	90	7	be	be	AUX
bracis-28431	90	8	injected	inject	VERB
bracis-28431	90	9	or	or	CCONJ
bracis-28431	90	10	utilized	utilize	VERB
bracis-28431	90	11	from	from	ADP
bracis-28431	90	12	the	the	DET
bracis-28431	90	13	battery	battery	NOUN
bracis-28431	90	14	,	,	PUNCT
bracis-28431	90	15	that	that	ADV
bracis-28431	90	16	is	is	ADV
bracis-28431	90	17	,	,	PUNCT
bracis-28431	90	18	it	it	PRON
bracis-28431	90	19	represents	represent	VERB
bracis-28431	90	20	the	the	DET
bracis-28431	90	21	decision	decision	NOUN
bracis-28431	90	22	whether	whether	SCONJ
bracis-28431	90	23	the	the	DET
bracis-28431	90	24	battery	battery	NOUN
bracis-28431	90	25	will	will	AUX
bracis-28431	90	26	be	be	AUX
bracis-28431	90	27	charged	charge	VERB
bracis-28431	90	28	or	or	CCONJ
bracis-28431	90	29	discharged	discharge	VERB
bracis-28431	90	30	.	.	PUNCT
bracis-28431	91	1	so	so	ADV
bracis-28431	91	2	,	,	PUNCT
bracis-28431	91	3	if	if	SCONJ
bracis-28431	91	4	eb	eb	PROPN
bracis-28431	91	5	is	be	AUX
bracis-28431	91	6	positive	positive	ADJ
bracis-28431	91	7	,	,	PUNCT
bracis-28431	91	8	then	then	ADV
bracis-28431	91	9	energy	energy	NOUN
bracis-28431	91	10	can	can	AUX
bracis-28431	91	11	be	be	AUX
bracis-28431	91	12	inserted	insert	VERB
bracis-28431	91	13	into	into	ADP
bracis-28431	91	14	the	the	DET
bracis-28431	91	15	storage	storage	NOUN
bracis-28431	91	16	device	device	NOUN
bracis-28431	91	17	.	.	PUNCT
bracis-28431	92	1	if	if	SCONJ
bracis-28431	92	2	eb	eb	PROPN
bracis-28431	92	3	is	be	AUX
bracis-28431	92	4	negative	negative	ADJ
bracis-28431	92	5	,	,	PUNCT
bracis-28431	92	6	then	then	ADV
bracis-28431	92	7	the	the	DET
bracis-28431	92	8	battery	battery	NOUN
bracis-28431	92	9	can	can	AUX
bracis-28431	92	10	be	be	AUX
bracis-28431	92	11	used	use	VERB
bracis-28431	92	12	by	by	ADP
bracis-28431	92	13	the	the	DET
bracis-28431	92	14	customer	customer	NOUN
bracis-28431	92	15	load	load	NOUN
bracis-28431	92	16	.	.	PUNCT
bracis-28431	93	1	however	however	ADV
bracis-28431	93	2	,	,	PUNCT
bracis-28431	93	3	these	these	DET
bracis-28431	93	4	decisions	decision	NOUN
bracis-28431	93	5	will	will	AUX
bracis-28431	93	6	always	always	ADV
bracis-28431	93	7	depend	depend	VERB
bracis-28431	93	8	on	on	ADP
bracis-28431	93	9	the	the	DET
bracis-28431	93	10	time	time	NOUN
bracis-28431	93	11	of	of	ADP
bracis-28431	93	12	day	day	NOUN
bracis-28431	93	13	,	,	PUNCT
bracis-28431	93	14	el	el	PROPN
bracis-28431	93	15	and	and	CCONJ
bracis-28431	93	16	soc	soc	PROPN
bracis-28431	93	17	.	.	PUNCT
bracis-28431	94	1	table	table	NOUN
bracis-28431	94	2	 	 	SPACE
bracis-28431	94	3	1	1	NUM
bracis-28431	94	4	presents	present	VERB
bracis-28431	94	5	the	the	DET
bracis-28431	94	6	meaning	meaning	NOUN
bracis-28431	94	7	of	of	ADP
bracis-28431	94	8	the	the	DET
bracis-28431	94	9	linguistic	linguistic	ADJ
bracis-28431	94	10	sets	set	NOUN
bracis-28431	94	11	of	of	ADP
bracis-28431	94	12	each	each	DET
bracis-28431	94	13	variable	variable	NOUN
bracis-28431	94	14	.	.	PUNCT
bracis-28431	95	1	table	table	NOUN
bracis-28431	95	2	 	 	SPACE
bracis-28431	95	3	1	1	NUM
bracis-28431	95	4	.	.	PUNCT
bracis-28431	96	1	definition	definition	NOUN
bracis-28431	96	2	of	of	ADP
bracis-28431	96	3	linguistic	linguistic	ADJ
bracis-28431	96	4	setsfull	setsfull	ADJ
bracis-28431	96	5	size	size	NOUN
bracis-28431	96	6	table	table	NOUN
bracis-28431	96	7	table	table	NOUN
bracis-28431	96	8	 	 	SPACE
bracis-28431	96	9	2	2	NUM
bracis-28431	96	10	shows	show	VERB
bracis-28431	96	11	the	the	DET
bracis-28431	96	12	rule	rule	NOUN
bracis-28431	96	13	bases	basis	NOUN
bracis-28431	96	14	defined	define	VERB
bracis-28431	96	15	for	for	ADP
bracis-28431	96	16	each	each	DET
bracis-28431	96	17	tariff	tariff	NOUN
bracis-28431	96	18	configuration	configuration	NOUN
bracis-28431	96	19	.	.	PUNCT
bracis-28431	97	1	for	for	ADP
bracis-28431	97	2	each	each	DET
bracis-28431	97	3	rule	rule	NOUN
bracis-28431	97	4	created	create	VERB
bracis-28431	97	5	,	,	PUNCT
bracis-28431	97	6	two	two	NUM
bracis-28431	97	7	conclusions	conclusion	NOUN
bracis-28431	97	8	will	will	AUX
bracis-28431	97	9	be	be	AUX
bracis-28431	97	10	specified	specify	VERB
bracis-28431	97	11	,	,	PUNCT
bracis-28431	97	12	based	base	VERB
bracis-28431	97	13	on	on	ADP
bracis-28431	97	14	the	the	DET
bracis-28431	97	15	association	association	NOUN
bracis-28431	97	16	of	of	ADP
bracis-28431	97	17	predefined	predefine	VERB
bracis-28431	97	18	inputs	input	NOUN
bracis-28431	97	19	and	and	CCONJ
bracis-28431	97	20	outputs	output	NOUN
bracis-28431	97	21	.	.	PUNCT
bracis-28431	98	1	note	note	VERB
bracis-28431	98	2	that	that	SCONJ
bracis-28431	98	3	depending	depend	VERB
bracis-28431	98	4	on	on	ADP
bracis-28431	98	5	the	the	DET
bracis-28431	98	6	grid	grid	NOUN
bracis-28431	98	7	energy	energy	NOUN
bracis-28431	98	8	price	price	NOUN
bracis-28431	98	9	,	,	PUNCT
bracis-28431	98	10	the	the	DET
bracis-28431	98	11	rule	rule	NOUN
bracis-28431	98	12	will	will	AUX
bracis-28431	98	13	have	have	VERB
bracis-28431	98	14	a	a	DET
bracis-28431	98	15	certain	certain	ADJ
bracis-28431	98	16	behavior	behavior	NOUN
bracis-28431	98	17	,	,	PUNCT
bracis-28431	98	18	resulting	result	VERB
bracis-28431	98	19	in	in	ADP
bracis-28431	98	20	an	an	DET
bracis-28431	98	21	output	output	NOUN
bracis-28431	98	22	with	with	ADP
bracis-28431	98	23	a	a	DET
bracis-28431	98	24	different	different	ADJ
bracis-28431	98	25	value	value	NOUN
bracis-28431	98	26	.	.	PUNCT
bracis-28431	99	1	for	for	ADP
bracis-28431	99	2	example	example	NOUN
bracis-28431	99	3	,	,	PUNCT
bracis-28431	99	4	if	if	SCONJ
bracis-28431	99	5	there	there	PRON
bracis-28431	99	6	is	be	VERB
bracis-28431	99	7	low	low	ADJ
bracis-28431	99	8	consumption	consumption	NOUN
bracis-28431	99	9	surplus	surplus	NOUN
bracis-28431	99	10	(	(	PUNCT
bracis-28431	99	11	el	el	NOUN
bracis-28431	99	12	 	 	SPACE
bracis-28431	99	13	=	=	NOUN
bracis-28431	99	14	 	 	SPACE
bracis-28431	99	15	ns	ns	NUM
bracis-28431	99	16	)	)	PUNCT
bracis-28431	99	17	and	and	CCONJ
bracis-28431	99	18	if	if	SCONJ
bracis-28431	99	19	the	the	DET
bracis-28431	99	20	battery	battery	NOUN
bracis-28431	99	21	is	be	AUX
bracis-28431	99	22	half	half	ADV
bracis-28431	99	23	full	full	ADJ
bracis-28431	99	24	(	(	PUNCT
bracis-28431	99	25	soc	soc	NOUN
bracis-28431	99	26	 	 	SPACE
bracis-28431	99	27	=	=	NOUN
bracis-28431	99	28	 	 	SPACE
bracis-28431	99	29	ze	ze	PROPN
bracis-28431	99	30	)	)	PUNCT
bracis-28431	99	31	,	,	PUNCT
bracis-28431	99	32	then	then	ADV
bracis-28431	99	33	3	3	NUM
bracis-28431	99	34	situations	situation	NOUN
bracis-28431	99	35	can	can	AUX
bracis-28431	99	36	result	result	VERB
bracis-28431	99	37	:	:	PUNCT
bracis-28431	99	38	1	1	X
bracis-28431	99	39	.	.	X
bracis-28431	99	40	cheap	cheap	ADJ
bracis-28431	99	41	energy	energy	NOUN
bracis-28431	99	42	:	:	PUNCT
bracis-28431	99	43	then	then	ADV
bracis-28431	99	44	there	there	PRON
bracis-28431	99	45	is	be	VERB
bracis-28431	99	46	no	no	DET
bracis-28431	99	47	interaction	interaction	NOUN
bracis-28431	99	48	with	with	ADP
bracis-28431	99	49	the	the	DET
bracis-28431	99	50	battery	battery	NOUN
bracis-28431	99	51	(	(	PUNCT
bracis-28431	99	52	eb	eb	PROPN
bracis-28431	99	53	 	 	SPACE
bracis-28431	99	54	=	=	NOUN
bracis-28431	99	55	 	 	SPACE
bracis-28431	99	56	ze	ze	PROPN
bracis-28431	99	57	)	)	PUNCT
bracis-28431	99	58	;	;	PUNCT
bracis-28431	99	59	2	2	X
bracis-28431	99	60	.	.	X
bracis-28431	99	61	intermediate	intermediate	ADJ
bracis-28431	99	62	energy	energy	NOUN
bracis-28431	99	63	:	:	PUNCT
bracis-28431	99	64	then	then	ADV
bracis-28431	99	65	there	there	PRON
bracis-28431	99	66	is	be	VERB
bracis-28431	99	67	a	a	DET
bracis-28431	99	68	small	small	ADJ
bracis-28431	99	69	energy	energy	NOUN
bracis-28431	99	70	discharge	discharge	NOUN
bracis-28431	99	71	in	in	ADP
bracis-28431	99	72	the	the	DET
bracis-28431	99	73	battery	battery	NOUN
bracis-28431	99	74	(	(	PUNCT
bracis-28431	99	75	eb	eb	PROPN
bracis-28431	99	76	 	 	SPACE
bracis-28431	99	77	=	=	NOUN
bracis-28431	99	78	 	 	SPACE
bracis-28431	99	79	ns	ns	NUM
bracis-28431	99	80	)	)	PUNCT
bracis-28431	99	81	;	;	PUNCT
bracis-28431	99	82	3	3	X
bracis-28431	99	83	.	.	X
bracis-28431	99	84	expensive	expensive	ADJ
bracis-28431	99	85	energy	energy	NOUN
bracis-28431	99	86	:	:	PUNCT
bracis-28431	99	87	then	then	ADV
bracis-28431	99	88	there	there	PRON
bracis-28431	99	89	is	be	VERB
bracis-28431	99	90	a	a	DET
bracis-28431	99	91	big	big	ADJ
bracis-28431	99	92	energy	energy	NOUN
bracis-28431	99	93	discharge	discharge	NOUN
bracis-28431	99	94	in	in	ADP
bracis-28431	99	95	the	the	DET
bracis-28431	99	96	battery	battery	NOUN
bracis-28431	99	97	(	(	PUNCT
bracis-28431	99	98	eb	eb	PROPN
bracis-28431	99	99	 	 	SPACE
bracis-28431	99	100	=	=	NOUN
bracis-28431	99	101	 	 	SPACE
bracis-28431	99	102	nb	nb	NOUN
bracis-28431	99	103	)	)	PUNCT
bracis-28431	99	104	.	.	PUNCT
bracis-28431	100	1	each	each	DET
bracis-28431	100	2	configuration	configuration	NOUN
bracis-28431	100	3	has	have	VERB
bracis-28431	100	4	a	a	DET
bracis-28431	100	5	set	set	NOUN
bracis-28431	100	6	of	of	ADP
bracis-28431	100	7	25	25	NUM
bracis-28431	100	8	rules	rule	NOUN
bracis-28431	100	9	,	,	PUNCT
bracis-28431	100	10	for	for	ADP
bracis-28431	100	11	a	a	DET
bracis-28431	100	12	total	total	ADJ
bracis-28431	100	13	base	base	NOUN
bracis-28431	100	14	of	of	ADP
bracis-28431	100	15	75	75	NUM
bracis-28431	100	16	rules	rule	NOUN
bracis-28431	100	17	.	.	PUNCT
bracis-28431	101	1	table	table	NOUN
bracis-28431	101	2	 	 	SPACE
bracis-28431	101	3	2	2	NUM
bracis-28431	101	4	.	.	PUNCT
bracis-28431	101	5	rule	rule	NOUN
bracis-28431	101	6	base	base	NOUN
bracis-28431	101	7	map	map	NOUN
bracis-28431	101	8	for	for	ADP
bracis-28431	101	9	off	off	ADP
bracis-28431	101	10	-	-	PUNCT
bracis-28431	101	11	peak	peak	NOUN
bracis-28431	101	12	time	time	NOUN
bracis-28431	101	13	(	(	PUNCT
bracis-28431	101	14	a	a	NOUN
bracis-28431	101	15	)	)	PUNCT
bracis-28431	101	16	,	,	PUNCT
bracis-28431	101	17	intermediate	intermediate	ADJ
bracis-28431	101	18	time	time	NOUN
bracis-28431	101	19	(	(	PUNCT
bracis-28431	101	20	b	b	NOUN
bracis-28431	101	21	)	)	PUNCT
bracis-28431	101	22	and	and	CCONJ
bracis-28431	101	23	peak	peak	NOUN
bracis-28431	101	24	time	time	NOUN
bracis-28431	101	25	(	(	PUNCT
bracis-28431	101	26	c)full	c)full	NOUN
bracis-28431	101	27	size	size	NOUN
bracis-28431	101	28	table	table	NOUN
bracis-28431	101	29	the	the	DET
bracis-28431	101	30	membership	membership	NOUN
bracis-28431	101	31	functions	function	NOUN
bracis-28431	101	32	used	use	VERB
bracis-28431	101	33	to	to	PART
bracis-28431	101	34	represent	represent	VERB
bracis-28431	101	35	the	the	DET
bracis-28431	101	36	linguistic	linguistic	ADJ
bracis-28431	101	37	sets	set	NOUN
bracis-28431	101	38	were	be	AUX
bracis-28431	101	39	the	the	DET
bracis-28431	101	40	triangular	triangular	NOUN
bracis-28431	101	41	and	and	CCONJ
bracis-28431	101	42	trapezoidal	trapezoidal	ADJ
bracis-28431	101	43	forms	form	NOUN
bracis-28431	101	44	.	.	PUNCT
bracis-28431	102	1	the	the	DET
bracis-28431	102	2	maximum	maximum	ADJ
bracis-28431	102	3	and	and	CCONJ
bracis-28431	102	4	minimum	minimum	NOUN
bracis-28431	102	5	limits	limit	NOUN
bracis-28431	102	6	of	of	ADP
bracis-28431	102	7	the	the	DET
bracis-28431	102	8	input	input	NOUN
bracis-28431	102	9	variables	variable	NOUN
bracis-28431	102	10	(	(	PUNCT
bracis-28431	102	11	el	el	NOUN
bracis-28431	102	12	and	and	CCONJ
bracis-28431	102	13	soc	soc	NOUN
bracis-28431	102	14	)	)	PUNCT
bracis-28431	102	15	were	be	AUX
bracis-28431	102	16	determined	determine	VERB
bracis-28431	102	17	based	base	VERB
bracis-28431	102	18	on	on	ADP
bracis-28431	102	19	the	the	DET
bracis-28431	102	20	dataset	dataset	NOUN
bracis-28431	102	21	values	value	NOUN
bracis-28431	102	22	,	,	PUNCT
bracis-28431	102	23	for	for	ADP
bracis-28431	102	24	el	el	PROPN
bracis-28431	102	25	the	the	DET
bracis-28431	102	26	minimum	minimum	ADJ
bracis-28431	102	27	limit	limit	NOUN
bracis-28431	102	28	was	be	AUX
bracis-28431	102	29	set	set	VERB
bracis-28431	102	30	at	at	ADP
bracis-28431	102	31	−6	−6	PROPN
bracis-28431	102	32	 	 	SPACE
bracis-28431	102	33	kw	kw	PROPN
bracis-28431	102	34	and	and	CCONJ
bracis-28431	102	35	the	the	DET
bracis-28431	102	36	maximum	maximum	ADJ
bracis-28431	102	37	limit	limit	NOUN
bracis-28431	102	38	4	4	NUM
bracis-28431	102	39	 	 	SPACE
bracis-28431	102	40	kw	kw	NOUN
bracis-28431	102	41	,	,	PUNCT
bracis-28431	102	42	while	while	SCONJ
bracis-28431	102	43	for	for	ADP
bracis-28431	102	44	the	the	DET
bracis-28431	102	45	soc	soc	NOUN
bracis-28431	102	46	it	it	PRON
bracis-28431	102	47	was	be	AUX
bracis-28431	102	48	agreed	agree	VERB
bracis-28431	102	49	the	the	DET
bracis-28431	102	50	value	value	NOUN
bracis-28431	102	51	in	in	ADP
bracis-28431	102	52	percentage	percentage	NOUN
bracis-28431	102	53	limits	limit	NOUN
bracis-28431	102	54	of	of	ADP
bracis-28431	102	55	the	the	DET
bracis-28431	102	56	energy	energy	NOUN
bracis-28431	102	57	contained	contain	VERB
bracis-28431	102	58	in	in	ADP
bracis-28431	102	59	the	the	DET
bracis-28431	102	60	battery	battery	NOUN
bracis-28431	102	61	ranging	range	VERB
bracis-28431	102	62	from	from	ADP
bracis-28431	102	63	0	0	NUM
bracis-28431	102	64	to	to	PART
bracis-28431	102	65	100	100	NUM
bracis-28431	102	66	%	%	NOUN
bracis-28431	102	67	.	.	PUNCT
bracis-28431	103	1	regarding	regard	VERB
bracis-28431	103	2	the	the	DET
bracis-28431	103	3	output	output	NOUN
bracis-28431	103	4	variable	variable	NOUN
bracis-28431	103	5	(	(	PUNCT
bracis-28431	103	6	eb	eb	PROPN
bracis-28431	103	7	)	)	PUNCT
bracis-28431	103	8	,	,	PUNCT
bracis-28431	103	9	the	the	DET
bracis-28431	103	10	limits	limit	NOUN
bracis-28431	103	11	followed	follow	VERB
bracis-28431	103	12	the	the	DET
bracis-28431	103	13	 	 	SPACE
bracis-28431	103	14	±6	±6	PROPN
bracis-28431	103	15	 	 	SPACE
bracis-28431	103	16	kw	kw	PROPN
bracis-28431	103	17	battery	battery	NOUN
bracis-28431	103	18	charge	charge	NOUN
bracis-28431	103	19	flow	flow	NOUN
bracis-28431	103	20	.	.	PUNCT
bracis-28431	104	1	the	the	DET
bracis-28431	104	2	following	follow	VERB
bracis-28431	104	3	graphs	graph	NOUN
bracis-28431	104	4	show	show	VERB
bracis-28431	104	5	the	the	DET
bracis-28431	104	6	membership	membership	NOUN
bracis-28431	104	7	functions	function	NOUN
bracis-28431	104	8	of	of	ADP
bracis-28431	104	9	the	the	DET
bracis-28431	104	10	input	input	NOUN
bracis-28431	104	11	and	and	CCONJ
bracis-28431	104	12	output	output	NOUN
bracis-28431	104	13	variables	variable	NOUN
bracis-28431	104	14	,	,	PUNCT
bracis-28431	104	15	with	with	ADP
bracis-28431	104	16	their	their	PRON
bracis-28431	104	17	respective	respective	ADJ
bracis-28431	104	18	linguistic	linguistic	ADJ
bracis-28431	104	19	sets	set	NOUN
bracis-28431	104	20	(	(	PUNCT
bracis-28431	104	21	fig	fig	NOUN
bracis-28431	104	22	.	.	PUNCT
bracis-28431	104	23	 	 	SPACE
bracis-28431	104	24	3	3	NUM
bracis-28431	104	25	)	)	PUNCT
bracis-28431	104	26	.	.	PUNCT
bracis-28431	105	1	fig	fig	NOUN
bracis-28431	105	2	.	.	PUNCT
bracis-28431	105	3	 	 	SPACE
bracis-28431	106	1	3	3	X
bracis-28431	106	2	.	.	X
bracis-28431	106	3	membership	membership	NOUN
bracis-28431	106	4	function	function	NOUN
bracis-28431	106	5	of	of	ADP
bracis-28431	106	6	the	the	DET
bracis-28431	106	7	output	output	NOUN
bracis-28431	106	8	variable	variable	PROPN
bracis-28431	106	9	el	el	PROPN
bracis-28431	106	10	(	(	PUNCT
bracis-28431	106	11	a	a	PROPN
bracis-28431	106	12	)	)	PUNCT
bracis-28431	106	13	,	,	PUNCT
bracis-28431	106	14	soc	soc	NOUN
bracis-28431	106	15	(	(	PUNCT
bracis-28431	106	16	b	b	NOUN
bracis-28431	106	17	)	)	PUNCT
bracis-28431	106	18	and	and	CCONJ
bracis-28431	106	19	eb	eb	PROPN
bracis-28431	106	20	(	(	PUNCT
bracis-28431	106	21	c	c	NOUN
bracis-28431	106	22	)	)	PUNCT
bracis-28431	106	23	full	full	ADJ
bracis-28431	106	24	size	size	NOUN
bracis-28431	106	25	image	image	NOUN
bracis-28431	106	26	in	in	ADP
bracis-28431	106	27	addition	addition	NOUN
bracis-28431	106	28	,	,	PUNCT
bracis-28431	106	29	the	the	DET
bracis-28431	106	30	fuzzy	fuzzy	ADJ
bracis-28431	106	31	system	system	NOUN
bracis-28431	106	32	uses	use	VERB
bracis-28431	106	33	the	the	DET
bracis-28431	106	34	mamdani	mamdani	PROPN
bracis-28431	106	35	inference	inference	NOUN
bracis-28431	106	36	method	method	NOUN
bracis-28431	106	37	[	[	X
bracis-28431	106	38	18	18	NUM
bracis-28431	106	39	]	]	PUNCT
bracis-28431	106	40	and	and	CCONJ
bracis-28431	106	41	the	the	DET
bracis-28431	106	42	defuzzification	defuzzification	NOUN
bracis-28431	106	43	step	step	NOUN
bracis-28431	106	44	is	be	AUX
bracis-28431	106	45	performed	perform	VERB
bracis-28431	106	46	using	use	VERB
bracis-28431	106	47	the	the	DET
bracis-28431	106	48	centroid	centroid	NOUN
bracis-28431	106	49	method	method	NOUN
bracis-28431	106	50	[	[	X
bracis-28431	106	51	18	18	NUM
bracis-28431	106	52	]	]	PUNCT
bracis-28431	106	53	.	.	PUNCT
bracis-28431	107	1	it	it	PRON
bracis-28431	107	2	is	be	AUX
bracis-28431	107	3	important	important	ADJ
bracis-28431	107	4	to	to	PART
bracis-28431	107	5	emphasize	emphasize	VERB
bracis-28431	107	6	that	that	SCONJ
bracis-28431	107	7	the	the	DET
bracis-28431	107	8	form	form	NOUN
bracis-28431	107	9	used	use	VERB
bracis-28431	107	10	for	for	ADP
bracis-28431	107	11	the	the	DET
bracis-28431	107	12	membership	membership	NOUN
bracis-28431	107	13	functions	function	NOUN
bracis-28431	107	14	(	(	PUNCT
bracis-28431	107	15	triangular	triangular	NOUN
bracis-28431	107	16	and	and	CCONJ
bracis-28431	107	17	trapezoidal	trapezoidal	NOUN
bracis-28431	107	18	)	)	PUNCT
bracis-28431	107	19	and	and	CCONJ
bracis-28431	107	20	the	the	DET
bracis-28431	107	21	values	value	NOUN
bracis-28431	107	22	used	use	VERB
bracis-28431	107	23	for	for	ADP
bracis-28431	107	24	the	the	DET
bracis-28431	107	25	linguistic	linguistic	ADJ
bracis-28431	107	26	variables	variable	NOUN
bracis-28431	107	27	were	be	AUX
bracis-28431	107	28	defined	define	VERB
bracis-28431	107	29	empirically	empirically	ADV
bracis-28431	107	30	,	,	PUNCT
bracis-28431	107	31	based	base	VERB
bracis-28431	107	32	on	on	ADP
bracis-28431	107	33	a	a	DET
bracis-28431	107	34	series	series	NOUN
bracis-28431	107	35	of	of	ADP
bracis-28431	107	36	tests	test	NOUN
bracis-28431	107	37	and	and	CCONJ
bracis-28431	107	38	adaptations	adaptation	NOUN
bracis-28431	107	39	,	,	PUNCT
bracis-28431	107	40	with	with	ADP
bracis-28431	107	41	the	the	DET
bracis-28431	107	42	aim	aim	NOUN
bracis-28431	107	43	of	of	ADP
bracis-28431	107	44	finding	find	VERB
bracis-28431	107	45	the	the	DET
bracis-28431	107	46	best	good	ADJ
bracis-28431	107	47	configuration	configuration	NOUN
bracis-28431	107	48	for	for	ADP
bracis-28431	107	49	the	the	DET
bracis-28431	107	50	fuzzy	fuzzy	ADJ
bracis-28431	107	51	system	system	NOUN
bracis-28431	107	52	in	in	ADP
bracis-28431	107	53	question	question	NOUN
bracis-28431	107	54	.	.	PUNCT
bracis-28431	108	1	in	in	ADP
bracis-28431	108	2	the	the	DET
bracis-28431	108	3	same	same	ADJ
bracis-28431	108	4	way	way	NOUN
bracis-28431	108	5	,	,	PUNCT
bracis-28431	108	6	the	the	DET
bracis-28431	108	7	configurations	configuration	NOUN
bracis-28431	108	8	of	of	ADP
bracis-28431	108	9	the	the	DET
bracis-28431	108	10	inference	inference	NOUN
bracis-28431	108	11	and	and	CCONJ
bracis-28431	108	12	defuzzification	defuzzification	NOUN
bracis-28431	108	13	method	method	NOUN
bracis-28431	108	14	were	be	AUX
bracis-28431	108	15	also	also	ADV
bracis-28431	108	16	defined	define	VERB
bracis-28431	108	17	both	both	PRON
bracis-28431	108	18	based	base	VERB
bracis-28431	108	19	on	on	ADP
bracis-28431	108	20	the	the	DET
bracis-28431	108	21	used	use	VERB
bracis-28431	108	22	literature	literature	NOUN
bracis-28431	108	23	and	and	CCONJ
bracis-28431	108	24	based	base	VERB
bracis-28431	108	25	on	on	ADP
bracis-28431	108	26	system	system	NOUN
bracis-28431	108	27	tests	test	NOUN
bracis-28431	108	28	.	.	PUNCT
bracis-28431	109	1	5	5	NUM
bracis-28431	109	2	simulation	simulation	NOUN
bracis-28431	109	3	specification	specification	NOUN
bracis-28431	109	4	this	this	DET
bracis-28431	109	5	paper	paper	NOUN
bracis-28431	109	6	improves	improve	VERB
bracis-28431	109	7	the	the	DET
bracis-28431	109	8	fuzzy	fuzzy	ADJ
bracis-28431	109	9	system	system	NOUN
bracis-28431	109	10	presented	present	VERB
bracis-28431	109	11	in	in	ADP
bracis-28431	109	12	[	[	X
bracis-28431	109	13	17	17	NUM
bracis-28431	109	14	]	]	PUNCT
bracis-28431	109	15	by	by	ADP
bracis-28431	109	16	changing	change	VERB
bracis-28431	109	17	the	the	DET
bracis-28431	109	18	boundaries	boundary	NOUN
bracis-28431	109	19	of	of	ADP
bracis-28431	109	20	the	the	DET
bracis-28431	109	21	linguistic	linguistic	ADJ
bracis-28431	109	22	variables	variable	NOUN
bracis-28431	109	23	.	.	PUNCT
bracis-28431	110	1	for	for	ADP
bracis-28431	110	2	the	the	DET
bracis-28431	110	3	simulation	simulation	NOUN
bracis-28431	110	4	of	of	ADP
bracis-28431	110	5	the	the	DET
bracis-28431	110	6	system	system	NOUN
bracis-28431	110	7	,	,	PUNCT
bracis-28431	110	8	real	real	ADJ
bracis-28431	110	9	data	datum	NOUN
bracis-28431	110	10	on	on	ADP
bracis-28431	110	11	residential	residential	ADJ
bracis-28431	110	12	energy	energy	NOUN
bracis-28431	110	13	consumption	consumption	NOUN
bracis-28431	110	14	and	and	CCONJ
bracis-28431	110	15	photovoltaic	photovoltaic	NOUN
bracis-28431	110	16	production	production	NOUN
bracis-28431	110	17	over	over	ADP
bracis-28431	110	18	a	a	DET
bracis-28431	110	19	period	period	NOUN
bracis-28431	110	20	of	of	ADP
bracis-28431	110	21	one	one	NUM
bracis-28431	110	22	year	year	NOUN
bracis-28431	110	23	were	be	AUX
bracis-28431	110	24	used	use	VERB
bracis-28431	110	25	.	.	PUNCT
bracis-28431	111	1	the	the	DET
bracis-28431	111	2	public	public	ADJ
bracis-28431	111	3	databases	database	NOUN
bracis-28431	111	4	used	use	VERB
bracis-28431	111	5	were	be	AUX
bracis-28431	111	6	obtained	obtain	VERB
bracis-28431	111	7	from	from	ADP
bracis-28431	111	8	the	the	DET
bracis-28431	111	9	research	research	NOUN
bracis-28431	111	10	group	group	NOUN
bracis-28431	111	11	in	in	ADP
bracis-28431	111	12	knowledge	knowledge	NOUN
bracis-28431	111	13	engineering	engineering	NOUN
bracis-28431	111	14	and	and	CCONJ
bracis-28431	111	15	decision	decision	NOUN
bracis-28431	111	16	support	support	NOUN
bracis-28431	111	17	(	(	PUNCT
bracis-28431	111	18	gecad	gecad	PROPN
bracis-28431	111	19	)	)	PUNCT
bracis-28431	111	20	at	at	ADP
bracis-28431	111	21	the	the	DET
bracis-28431	111	22	laboratory	laboratory	NOUN
bracis-28431	111	23	of	of	ADP
bracis-28431	111	24	intelligent	intelligent	ADJ
bracis-28431	111	25	electrical	electrical	ADJ
bracis-28431	111	26	systems	system	NOUN
bracis-28431	111	27	(	(	PUNCT
bracis-28431	111	28	lasie	lasie	ADJ
bracis-28431	111	29	)	)	PUNCT
bracis-28431	111	30	,	,	PUNCT
bracis-28431	111	31	located	locate	VERB
bracis-28431	111	32	in	in	ADP
bracis-28431	111	33	portugal	portugal	PROPN
bracis-28431	111	34	at	at	ADP
bracis-28431	111	35	the	the	DET
bracis-28431	111	36	institute	institute	NOUN
bracis-28431	111	37	of	of	ADP
bracis-28431	111	38	engineering	engineer	VERB
bracis-28431	111	39	polytecnica	polytecnica	ADV
bracis-28431	111	40	do	do	AUX
bracis-28431	111	41	porto	porto	PROPN
bracis-28431	111	42	(	(	PUNCT
bracis-28431	111	43	isep	isep	NOUN
bracis-28431	111	44	/ipp	/ipp	PROPN
bracis-28431	111	45	)	)	PUNCT
bracis-28431	112	1	[	[	X
bracis-28431	112	2	9	9	NUM
bracis-28431	112	3	]	]	PUNCT
bracis-28431	112	4	.	.	PUNCT
bracis-28431	113	1	data	datum	NOUN
bracis-28431	113	2	on	on	ADP
bracis-28431	113	3	residential	residential	ADJ
bracis-28431	113	4	consumption	consumption	NOUN
bracis-28431	113	5	cover	cover	VERB
bracis-28431	113	6	the	the	DET
bracis-28431	113	7	period	period	NOUN
bracis-28431	113	8	from	from	ADP
bracis-28431	113	9	december	december	PROPN
bracis-28431	113	10	2011	2011	NUM
bracis-28431	113	11	to	to	ADP
bracis-28431	113	12	march	march	PROPN
bracis-28431	113	13	2013	2013	NUM
bracis-28431	113	14	,	,	PUNCT
bracis-28431	113	15	with	with	ADP
bracis-28431	113	16	a	a	DET
bracis-28431	113	17	15	15	NUM
bracis-28431	113	18	min	min	NOUN
bracis-28431	113	19	interval	interval	NOUN
bracis-28431	113	20	between	between	ADP
bracis-28431	113	21	one	one	NUM
bracis-28431	113	22	measurement	measurement	NOUN
bracis-28431	113	23	and	and	CCONJ
bracis-28431	113	24	another	another	PRON
bracis-28431	113	25	.	.	PUNCT
bracis-28431	114	1	about	about	ADP
bracis-28431	114	2	photovoltaic	photovoltaic	NOUN
bracis-28431	114	3	production	production	NOUN
bracis-28431	114	4	data	datum	NOUN
bracis-28431	114	5	,	,	PUNCT
bracis-28431	114	6	these	these	PRON
bracis-28431	114	7	include	include	VERB
bracis-28431	114	8	the	the	DET
bracis-28431	114	9	months	month	NOUN
bracis-28431	114	10	from	from	ADP
bracis-28431	114	11	january	january	PROPN
bracis-28431	114	12	to	to	ADP
bracis-28431	114	13	december	december	PROPN
bracis-28431	114	14	2013	2013	NUM
bracis-28431	114	15	,	,	PUNCT
bracis-28431	114	16	with	with	ADP
bracis-28431	114	17	an	an	DET
bracis-28431	114	18	interval	interval	NOUN
bracis-28431	114	19	of	of	ADP
bracis-28431	114	20	5	5	NUM
bracis-28431	114	21	min	min	NOUN
bracis-28431	114	22	between	between	ADP
bracis-28431	114	23	measurements	measurement	NOUN
bracis-28431	114	24	.	.	PUNCT
bracis-28431	115	1	the	the	DET
bracis-28431	115	2	measurement	measurement	NOUN
bracis-28431	115	3	intervals	interval	NOUN
bracis-28431	115	4	were	be	AUX
bracis-28431	115	5	standardized	standardize	VERB
bracis-28431	115	6	in	in	ADP
bracis-28431	115	7	5	5	NUM
bracis-28431	115	8	min	min	NOUN
bracis-28431	115	9	for	for	ADP
bracis-28431	115	10	residential	residential	ADJ
bracis-28431	115	11	consumption	consumption	NOUN
bracis-28431	115	12	and	and	CCONJ
bracis-28431	115	13	photovoltaic	photovoltaic	NOUN
bracis-28431	115	14	production	production	NOUN
bracis-28431	115	15	.	.	PUNCT
bracis-28431	116	1	the	the	DET
bracis-28431	116	2	simulation	simulation	NOUN
bracis-28431	116	3	also	also	ADV
bracis-28431	116	4	adapted	adapt	VERB
bracis-28431	116	5	the	the	DET
bracis-28431	116	6	composition	composition	NOUN
bracis-28431	116	7	of	of	ADP
bracis-28431	116	8	the	the	DET
bracis-28431	116	9	photovoltaic	photovoltaic	ADJ
bracis-28431	116	10	electrical	electrical	ADJ
bracis-28431	116	11	system	system	NOUN
bracis-28431	116	12	to	to	ADP
bracis-28431	116	13	13	13	NUM
bracis-28431	116	14	photovoltaic	photovoltaic	NOUN
bracis-28431	116	15	panels	panel	NOUN
bracis-28431	116	16	,	,	PUNCT
bracis-28431	116	17	each	each	DET
bracis-28431	116	18	one	one	NOUN
bracis-28431	116	19	with	with	ADP
bracis-28431	116	20	a	a	DET
bracis-28431	116	21	capacity	capacity	NOUN
bracis-28431	116	22	of	of	ADP
bracis-28431	116	23	340	340	NUM
bracis-28431	116	24	 	 	SPACE
bracis-28431	116	25	w	w	NOUN
bracis-28431	116	26	of	of	ADP
bracis-28431	116	27	power	power	NOUN
bracis-28431	116	28	.	.	PUNCT
bracis-28431	117	1	thus	thus	ADV
bracis-28431	117	2	,	,	PUNCT
bracis-28431	117	3	the	the	DET
bracis-28431	117	4	power	power	NOUN
bracis-28431	117	5	of	of	ADP
bracis-28431	117	6	the	the	DET
bracis-28431	117	7	installed	instal	VERB
bracis-28431	117	8	system	system	NOUN
bracis-28431	117	9	resulted	result	VERB
bracis-28431	117	10	in	in	ADP
bracis-28431	117	11	4.42	4.42	NUM
bracis-28431	117	12	 	 	SPACE
bracis-28431	117	13	kw	kw	NOUN
bracis-28431	117	14	.	.	PUNCT
bracis-28431	118	1	the	the	DET
bracis-28431	118	2	residence	residence	NOUN
bracis-28431	118	3	has	have	VERB
bracis-28431	118	4	a	a	DET
bracis-28431	118	5	maximum	maximum	ADJ
bracis-28431	118	6	power	power	NOUN
bracis-28431	118	7	demand	demand	NOUN
bracis-28431	118	8	of	of	ADP
bracis-28431	118	9	6.8	6.8	NUM
bracis-28431	118	10	 	 	SPACE
bracis-28431	118	11	kw	kw	NOUN
bracis-28431	118	12	and	and	CCONJ
bracis-28431	118	13	it	it	PRON
bracis-28431	118	14	is	be	AUX
bracis-28431	118	15	connected	connect	VERB
bracis-28431	118	16	to	to	ADP
bracis-28431	118	17	a	a	DET
bracis-28431	118	18	hybrid	hybrid	ADJ
bracis-28431	118	19	photovoltaic	photovoltaic	NOUN
bracis-28431	118	20	system	system	NOUN
bracis-28431	118	21	,	,	PUNCT
bracis-28431	118	22	coupled	couple	VERB
bracis-28431	118	23	to	to	ADP
bracis-28431	118	24	a	a	DET
bracis-28431	118	25	lifepo4	lifepo4	PROPN
bracis-28431	118	26	battery	battery	NOUN
bracis-28431	118	27	with	with	ADP
bracis-28431	118	28	a	a	DET
bracis-28431	118	29	capacity	capacity	NOUN
bracis-28431	118	30	of	of	ADP
bracis-28431	118	31	13.5	13.5	NUM
bracis-28431	118	32	kwh	kwh	NOUN
bracis-28431	118	33	.	.	PUNCT
bracis-28431	119	1	as	as	ADP
bracis-28431	119	2	a	a	DET
bracis-28431	119	3	way	way	NOUN
bracis-28431	119	4	of	of	ADP
bracis-28431	119	5	comparison	comparison	NOUN
bracis-28431	119	6	,	,	PUNCT
bracis-28431	119	7	the	the	DET
bracis-28431	119	8	system	system	NOUN
bracis-28431	119	9	simulations	simulation	NOUN
bracis-28431	119	10	were	be	AUX
bracis-28431	119	11	reproduced	reproduce	VERB
bracis-28431	119	12	both	both	PRON
bracis-28431	119	13	for	for	ADP
bracis-28431	119	14	modeling	modeling	NOUN
bracis-28431	119	15	considering	consider	VERB
bracis-28431	119	16	a	a	DET
bracis-28431	119	17	simple	simple	ADJ
bracis-28431	119	18	photovoltaic	photovoltaic	NOUN
bracis-28431	119	19	system	system	NOUN
bracis-28431	119	20	,	,	PUNCT
bracis-28431	119	21	and	and	CCONJ
bracis-28431	119	22	for	for	ADP
bracis-28431	119	23	a	a	DET
bracis-28431	119	24	photovoltaic	photovoltaic	NOUN
bracis-28431	119	25	system	system	NOUN
bracis-28431	119	26	using	use	VERB
bracis-28431	119	27	fuzzy	fuzzy	ADJ
bracis-28431	119	28	modeling	modeling	NOUN
bracis-28431	119	29	.	.	PUNCT
bracis-28431	120	1	both	both	DET
bracis-28431	120	2	models	model	NOUN
bracis-28431	120	3	are	be	AUX
bracis-28431	120	4	based	base	VERB
bracis-28431	120	5	on	on	ADP
bracis-28431	120	6	time	time	NOUN
bracis-28431	120	7	of	of	ADP
bracis-28431	120	8	day	day	NOUN
bracis-28431	120	9	,	,	PUNCT
bracis-28431	120	10	net	net	ADJ
bracis-28431	120	11	energy	energy	NOUN
bracis-28431	120	12	and	and	CCONJ
bracis-28431	120	13	state	state	NOUN
bracis-28431	120	14	of	of	ADP
bracis-28431	120	15	charge	charge	NOUN
bracis-28431	120	16	in	in	ADP
bracis-28431	120	17	the	the	DET
bracis-28431	120	18	battery	battery	NOUN
bracis-28431	120	19	.	.	PUNCT
bracis-28431	121	1	the	the	DET
bracis-28431	121	2	simple	simple	ADJ
bracis-28431	121	3	photovoltaic	photovoltaic	NOUN
bracis-28431	121	4	system	system	NOUN
bracis-28431	121	5	has	have	VERB
bracis-28431	121	6	a	a	DET
bracis-28431	121	7	predetermined	predetermined	ADJ
bracis-28431	121	8	decision	decision	NOUN
bracis-28431	121	9	behavior	behavior	NOUN
bracis-28431	121	10	,	,	PUNCT
bracis-28431	121	11	where	where	SCONJ
bracis-28431	121	12	,	,	PUNCT
bracis-28431	121	13	for	for	ADP
bracis-28431	121	14	this	this	DET
bracis-28431	121	15	case	case	NOUN
bracis-28431	121	16	,	,	PUNCT
bracis-28431	121	17	it	it	PRON
bracis-28431	121	18	follows	follow	VERB
bracis-28431	121	19	the	the	DET
bracis-28431	121	20	following	follow	VERB
bracis-28431	121	21	procedures	procedure	NOUN
bracis-28431	121	22	:	:	PUNCT
bracis-28431	121	23	excess	excess	ADJ
bracis-28431	121	24	energy	energy	NOUN
bracis-28431	121	25	only	only	ADV
bracis-28431	121	26	charges	charge	VERB
bracis-28431	121	27	the	the	DET
bracis-28431	121	28	battery	battery	NOUN
bracis-28431	121	29	during	during	ADP
bracis-28431	121	30	the	the	DET
bracis-28431	121	31	day	day	NOUN
bracis-28431	121	32	.	.	PUNCT
bracis-28431	122	1	if	if	SCONJ
bracis-28431	122	2	the	the	DET
bracis-28431	122	3	battery	battery	NOUN
bracis-28431	122	4	is	be	AUX
bracis-28431	122	5	full	full	ADJ
bracis-28431	122	6	,	,	PUNCT
bracis-28431	122	7	the	the	DET
bracis-28431	122	8	surplus	surplus	NOUN
bracis-28431	122	9	is	be	AUX
bracis-28431	122	10	sent	send	VERB
bracis-28431	122	11	to	to	ADP
bracis-28431	122	12	the	the	DET
bracis-28431	122	13	electrical	electrical	ADJ
bracis-28431	122	14	distribution	distribution	NOUN
bracis-28431	122	15	grid	grid	NOUN
bracis-28431	122	16	;	;	PUNCT
bracis-28431	122	17	the	the	DET
bracis-28431	122	18	residence	residence	NOUN
bracis-28431	122	19	only	only	ADV
bracis-28431	122	20	uses	use	VERB
bracis-28431	122	21	energy	energy	NOUN
bracis-28431	122	22	from	from	ADP
bracis-28431	122	23	the	the	DET
bracis-28431	122	24	distribution	distribution	NOUN
bracis-28431	122	25	grid	grid	NOUN
bracis-28431	122	26	if	if	SCONJ
bracis-28431	122	27	the	the	DET
bracis-28431	122	28	battery	battery	NOUN
bracis-28431	122	29	has	have	VERB
bracis-28431	122	30	a	a	DET
bracis-28431	122	31	limit	limit	NOUN
bracis-28431	122	32	of	of	ADP
bracis-28431	122	33	25	25	NUM
bracis-28431	122	34	%	%	NOUN
bracis-28431	122	35	of	of	ADP
bracis-28431	122	36	the	the	DET
bracis-28431	122	37	total	total	NOUN
bracis-28431	122	38	;	;	PUNCT
bracis-28431	122	39	the	the	DET
bracis-28431	122	40	residence	residence	NOUN
bracis-28431	122	41	only	only	ADV
bracis-28431	122	42	uses	use	VERB
bracis-28431	122	43	the	the	DET
bracis-28431	122	44	energy	energy	NOUN
bracis-28431	122	45	stored	store	VERB
bracis-28431	122	46	in	in	ADP
bracis-28431	122	47	the	the	DET
bracis-28431	122	48	battery	battery	NOUN
bracis-28431	122	49	during	during	ADP
bracis-28431	122	50	the	the	DET
bracis-28431	122	51	hours	hour	NOUN
bracis-28431	122	52	from	from	ADP
bracis-28431	122	53	4	4	NUM
bracis-28431	122	54	 	 	SPACE
bracis-28431	122	55	pm	pm	NOUN
bracis-28431	122	56	to	to	ADP
bracis-28431	122	57	10	10	NUM
bracis-28431	122	58	 	 	SPACE
bracis-28431	122	59	pm	pm	NOUN
bracis-28431	122	60	,	,	PUNCT
bracis-28431	122	61	that	that	ADV
bracis-28431	122	62	is	is	ADV
bracis-28431	122	63	,	,	PUNCT
bracis-28431	122	64	when	when	SCONJ
bracis-28431	122	65	energy	energy	NOUN
bracis-28431	122	66	is	be	AUX
bracis-28431	122	67	generally	generally	ADV
bracis-28431	122	68	more	more	ADV
bracis-28431	122	69	expensive	expensive	ADJ
bracis-28431	122	70	in	in	ADP
bracis-28431	122	71	the	the	DET
bracis-28431	122	72	white	white	ADJ
bracis-28431	122	73	tariff	tariff	NOUN
bracis-28431	122	74	mode	mode	NOUN
bracis-28431	122	75	.	.	PUNCT
bracis-28431	123	1	decision	decision	NOUN
bracis-28431	123	2	making	make	VERB
bracis-28431	123	3	in	in	ADP
bracis-28431	123	4	the	the	DET
bracis-28431	123	5	fuzzy	fuzzy	ADJ
bracis-28431	123	6	system	system	NOUN
bracis-28431	123	7	behaves	behave	VERB
bracis-28431	123	8	in	in	ADP
bracis-28431	123	9	a	a	DET
bracis-28431	123	10	more	more	ADV
bracis-28431	123	11	complex	complex	ADJ
bracis-28431	123	12	way	way	NOUN
bracis-28431	123	13	,	,	PUNCT
bracis-28431	123	14	but	but	CCONJ
bracis-28431	123	15	the	the	DET
bracis-28431	123	16	idea	idea	NOUN
bracis-28431	123	17	is	be	AUX
bracis-28431	123	18	to	to	PART
bracis-28431	123	19	make	make	VERB
bracis-28431	123	20	a	a	DET
bracis-28431	123	21	more	more	ADV
bracis-28431	123	22	specific	specific	ADJ
bracis-28431	123	23	and	and	CCONJ
bracis-28431	123	24	intelligent	intelligent	ADJ
bracis-28431	123	25	assessment	assessment	NOUN
bracis-28431	123	26	for	for	ADP
bracis-28431	123	27	each	each	DET
bracis-28431	123	28	situation	situation	NOUN
bracis-28431	123	29	and	and	CCONJ
bracis-28431	123	30	moment	moment	NOUN
bracis-28431	123	31	,	,	PUNCT
bracis-28431	123	32	considering	consider	VERB
bracis-28431	123	33	the	the	DET
bracis-28431	123	34	white	white	ADJ
bracis-28431	123	35	tariff	tariff	NOUN
bracis-28431	123	36	modality	modality	NOUN
bracis-28431	123	37	:	:	PUNCT
bracis-28431	123	38	if	if	SCONJ
bracis-28431	123	39	the	the	DET
bracis-28431	123	40	time	time	NOUN
bracis-28431	123	41	of	of	ADP
bracis-28431	123	42	day	day	NOUN
bracis-28431	123	43	is	be	AUX
bracis-28431	123	44	within	within	ADP
bracis-28431	123	45	the	the	DET
bracis-28431	123	46	time	time	NOUN
bracis-28431	123	47	range	range	NOUN
bracis-28431	123	48	of	of	ADP
bracis-28431	123	49	the	the	DET
bracis-28431	123	50	least	least	ADV
bracis-28431	123	51	expensive	expensive	ADJ
bracis-28431	123	52	electricity	electricity	NOUN
bracis-28431	123	53	rate	rate	NOUN
bracis-28431	123	54	,	,	PUNCT
bracis-28431	123	55	the	the	DET
bracis-28431	123	56	system	system	NOUN
bracis-28431	123	57	is	be	AUX
bracis-28431	123	58	more	more	ADV
bracis-28431	123	59	likely	likely	ADJ
bracis-28431	123	60	to	to	PART
bracis-28431	123	61	store	store	VERB
bracis-28431	123	62	energy	energy	NOUN
bracis-28431	123	63	in	in	ADP
bracis-28431	123	64	the	the	DET
bracis-28431	123	65	battery	battery	NOUN
bracis-28431	123	66	,	,	PUNCT
bracis-28431	123	67	depending	depend	VERB
bracis-28431	123	68	on	on	ADP
bracis-28431	123	69	the	the	DET
bracis-28431	123	70	state	state	NOUN
bracis-28431	123	71	of	of	ADP
bracis-28431	123	72	charge	charge	NOUN
bracis-28431	123	73	;	;	PUNCT
bracis-28431	123	74	for	for	ADP
bracis-28431	123	75	intermediate	intermediate	ADJ
bracis-28431	123	76	electricity	electricity	NOUN
bracis-28431	123	77	cost	cost	NOUN
bracis-28431	123	78	,	,	PUNCT
bracis-28431	123	79	the	the	DET
bracis-28431	123	80	fuzzy	fuzzy	ADJ
bracis-28431	123	81	system	system	NOUN
bracis-28431	123	82	tends	tend	VERB
bracis-28431	123	83	to	to	PART
bracis-28431	123	84	use	use	VERB
bracis-28431	123	85	the	the	DET
bracis-28431	123	86	battery	battery	NOUN
bracis-28431	123	87	moderately	moderately	ADV
bracis-28431	123	88	;	;	PUNCT
bracis-28431	123	89	when	when	SCONJ
bracis-28431	123	90	the	the	DET
bracis-28431	123	91	cost	cost	NOUN
bracis-28431	123	92	of	of	ADP
bracis-28431	123	93	electricity	electricity	NOUN
bracis-28431	123	94	is	be	AUX
bracis-28431	123	95	expensive	expensive	ADJ
bracis-28431	123	96	,	,	PUNCT
bracis-28431	123	97	the	the	DET
bracis-28431	123	98	system	system	NOUN
bracis-28431	123	99	will	will	AUX
bracis-28431	123	100	try	try	VERB
bracis-28431	123	101	to	to	PART
bracis-28431	123	102	use	use	VERB
bracis-28431	123	103	as	as	ADV
bracis-28431	123	104	much	much	ADJ
bracis-28431	123	105	battery	battery	NOUN
bracis-28431	123	106	power	power	NOUN
bracis-28431	123	107	as	as	ADP
bracis-28431	123	108	possible	possible	ADJ
bracis-28431	123	109	.	.	PUNCT
bracis-28431	124	1	equations	equation	NOUN
bracis-28431	124	2	 	 	SPACE
bracis-28431	124	3	(	(	PUNCT
bracis-28431	124	4	1	1	NUM
bracis-28431	124	5	)	)	PUNCT
bracis-28431	124	6	and	and	CCONJ
bracis-28431	124	7	(	(	PUNCT
bracis-28431	124	8	2	2	X
bracis-28431	124	9	)	)	PUNCT
bracis-28431	124	10	represent	represent	VERB
bracis-28431	124	11	the	the	DET
bracis-28431	124	12	punctual	punctual	ADJ
bracis-28431	124	13	and	and	CCONJ
bracis-28431	124	14	annual	annual	ADJ
bracis-28431	124	15	electrical	electrical	ADJ
bracis-28431	124	16	consumption	consumption	NOUN
bracis-28431	124	17	pc	pc	NOUN
bracis-28431	124	18	of	of	ADP
bracis-28431	124	19	the	the	DET
bracis-28431	124	20	residence	residence	NOUN
bracis-28431	124	21	,	,	PUNCT
bracis-28431	124	22	respectively	respectively	ADV
bracis-28431	124	23	.	.	PUNCT
bracis-28431	125	1	when	when	SCONJ
bracis-28431	125	2	grid	grid	NOUN
bracis-28431	125	3	power	power	NOUN
bracis-28431	125	4	pgrid	pgrid	NOUN
bracis-28431	125	5	is	be	AUX
bracis-28431	125	6	a	a	DET
bracis-28431	125	7	positive	positive	ADJ
bracis-28431	125	8	value	value	NOUN
bracis-28431	125	9	,	,	PUNCT
bracis-28431	125	10	it	it	PRON
bracis-28431	125	11	means	mean	VERB
bracis-28431	125	12	that	that	SCONJ
bracis-28431	125	13	there	there	PRON
bracis-28431	125	14	was	be	VERB
bracis-28431	125	15	surplus	surplus	ADJ
bracis-28431	125	16	energy	energy	NOUN
bracis-28431	125	17	produced	produce	VERB
bracis-28431	125	18	by	by	ADP
bracis-28431	125	19	dg	dg	NOUN
bracis-28431	125	20	,	,	PUNCT
bracis-28431	125	21	so	so	SCONJ
bracis-28431	125	22	this	this	DET
bracis-28431	125	23	extra	extra	ADJ
bracis-28431	125	24	energy	energy	NOUN
bracis-28431	125	25	must	must	AUX
bracis-28431	125	26	be	be	AUX
bracis-28431	125	27	transferred	transfer	VERB
bracis-28431	125	28	to	to	ADP
bracis-28431	125	29	the	the	DET
bracis-28431	125	30	distribution	distribution	NOUN
bracis-28431	125	31	grid	grid	NOUN
bracis-28431	125	32	.	.	PUNCT
bracis-28431	126	1	when	when	SCONJ
bracis-28431	126	2	pgrid	pgrid	NOUN
bracis-28431	126	3	is	be	AUX
bracis-28431	126	4	a	a	DET
bracis-28431	126	5	negative	negative	ADJ
bracis-28431	126	6	value	value	NOUN
bracis-28431	126	7	,	,	PUNCT
bracis-28431	126	8	it	it	PRON
bracis-28431	126	9	means	mean	VERB
bracis-28431	126	10	that	that	SCONJ
bracis-28431	126	11	there	there	PRON
bracis-28431	126	12	is	be	VERB
bracis-28431	126	13	not	not	PART
bracis-28431	126	14	enough	enough	ADJ
bracis-28431	126	15	energy	energy	NOUN
bracis-28431	126	16	in	in	ADP
bracis-28431	126	17	the	the	DET
bracis-28431	126	18	residence	residence	NOUN
bracis-28431	126	19	,	,	PUNCT
bracis-28431	126	20	so	so	ADV
bracis-28431	126	21	the	the	DET
bracis-28431	126	22	electrical	electrical	ADJ
bracis-28431	126	23	grid	grid	NOUN
bracis-28431	126	24	must	must	AUX
bracis-28431	126	25	be	be	AUX
bracis-28431	126	26	used	use	VERB
bracis-28431	126	27	to	to	PART
bracis-28431	126	28	supply	supply	VERB
bracis-28431	126	29	this	this	DET
bracis-28431	126	30	shortage	shortage	NOUN
bracis-28431	126	31	.	.	PUNCT
bracis-28431	127	1	to	to	PART
bracis-28431	127	2	arrive	arrive	VERB
bracis-28431	127	3	at	at	ADP
bracis-28431	127	4	the	the	DET
bracis-28431	127	5	annual	annual	ADJ
bracis-28431	127	6	value	value	NOUN
bracis-28431	127	7	of	of	ADP
bracis-28431	127	8	the	the	DET
bracis-28431	127	9	residence	residence	NOUN
bracis-28431	127	10	’s	’s	PART
bracis-28431	127	11	energy	energy	NOUN
bracis-28431	127	12	bill	bill	NOUN
bracis-28431	127	13	b(total	b(total	PROPN
bracis-28431	127	14	)	)	PUNCT
bracis-28431	127	15	,	,	PUNCT
bracis-28431	127	16	eqs	eqs	PROPN
bracis-28431	127	17	.	.	PUNCT
bracis-28431	127	18	 	 	SPACE
bracis-28431	127	19	(	(	PUNCT
bracis-28431	127	20	3	3	NUM
bracis-28431	127	21	)	)	PUNCT
bracis-28431	127	22	and	and	CCONJ
bracis-28431	127	23	(	(	PUNCT
bracis-28431	127	24	4	4	X
bracis-28431	127	25	)	)	PUNCT
bracis-28431	127	26	are	be	AUX
bracis-28431	127	27	used	use	VERB
bracis-28431	127	28	,	,	PUNCT
bracis-28431	127	29	where	where	SCONJ
bracis-28431	127	30	ts	ts	ADV
bracis-28431	127	31	is	be	AUX
bracis-28431	127	32	the	the	DET
bracis-28431	127	33	time	time	NOUN
bracis-28431	127	34	period	period	NOUN
bracis-28431	127	35	used	use	VERB
bracis-28431	127	36	(	(	PUNCT
bracis-28431	127	37	5	5	NUM
bracis-28431	127	38	min	min	NOUN
bracis-28431	127	39	)	)	PUNCT
bracis-28431	127	40	and	and	CCONJ
bracis-28431	127	41	the	the	DET
bracis-28431	127	42	value	value	NOUN
bracis-28431	127	43	of	of	ADP
bracis-28431	127	44	the	the	DET
bracis-28431	127	45	fee	fee	NOUN
bracis-28431	127	46	f(t	f(t	NOUN
bracis-28431	127	47	)	)	PUNCT
bracis-28431	127	48	depends	depend	VERB
bracis-28431	127	49	on	on	ADP
bracis-28431	127	50	the	the	DET
bracis-28431	127	51	tariff	tariff	NOUN
bracis-28431	127	52	value	value	NOUN
bracis-28431	127	53	at	at	ADP
bracis-28431	127	54	that	that	DET
bracis-28431	127	55	moment	moment	NOUN
bracis-28431	127	56	.	.	PUNCT
bracis-28431	128	1	$	$	SYM
bracis-28431	128	2	$	$	SYM
bracis-28431	128	3	{	{	PUNCT
bracis-28431	128	4	\text{p}}_{c(n	\text{p}}_{c(n	NOUN
bracis-28431	128	5	)	)	PUNCT
bracis-28431	128	6	}	}	PUNCT
bracis-28431	128	7	\	\	NOUN
bracis-28431	128	8	,	,	PUNCT
bracis-28431	128	9	=	=	SYM
bracis-28431	128	10	\,{\text{p}}_{{{\text{grid}}(n	\,{\text{p}}_{{{\text{grid}}(n	NOUN
bracis-28431	128	11	{	{	PUNCT
bracis-28431	128	12	)	)	PUNCT
bracis-28431	128	13	}	}	PUNCT
bracis-28431	128	14	}	}	PUNCT
bracis-28431	128	15	}	}	PUNCT
bracis-28431	128	16	\	\	NOUN
bracis-28431	128	17	,	,	PUNCT
bracis-28431	128	18	*	*	PUNCT
bracis-28431	128	19	\,t_{s	\,t_{s	PROPN
bracis-28431	128	20	}	}	PUNCT
bracis-28431	128	21	\,\,\,\,\,({\text{if}}\,\,p_{{{\text{grid	\,\,\,\,\,({\text{if}}\,\,p_{{{\text{grid	PROPN
bracis-28431	128	22	}	}	PUNCT
bracis-28431	128	23	}	}	PUNCT
bracis-28431	128	24	}	}	PUNCT
bracis-28431	128	25	}	}	PUNCT
bracis-28431	128	26	\	\	NOUN
bracis-28431	128	27	,	,	PUNCT
bracis-28431	128	28	<	<	X
bracis-28431	128	29	\,0	\,0	PROPN
bracis-28431	128	30	)	)	PUNCT
bracis-28431	128	31	$	$	SYM
bracis-28431	128	32	$	$	SYM
bracis-28431	128	33	(	(	PUNCT
bracis-28431	128	34	1	1	NUM
bracis-28431	128	35	)	)	PUNCT
bracis-28431	128	36	$	$	SYM
bracis-28431	128	37	$	$	SYM
bracis-28431	128	38	{	{	PUNCT
bracis-28431	128	39	\text{p}}_{{{\text{c}}({\text{total	\text{p}}_{{{\text{c}}({\text{total	ADV
bracis-28431	128	40	}	}	PUNCT
bracis-28431	128	41	}	}	PUNCT
bracis-28431	128	42	)	)	PUNCT
bracis-28431	128	43	}	}	PUNCT
bracis-28431	128	44	}	}	PUNCT
bracis-28431	128	45	\	\	NOUN
bracis-28431	128	46	,	,	PUNCT
bracis-28431	128	47	=	=	SYM
bracis-28431	128	48	\,\sigma	\,\sigma	PROPN
bracis-28431	128	49	{	{	PUNCT
bracis-28431	128	50	\text{p}}_{c(n	\text{p}}_{c(n	PROPN
bracis-28431	128	51	)	)	PUNCT
bracis-28431	128	52	}	}	PUNCT
bracis-28431	128	53	$	$	SYM
bracis-28431	128	54	$	$	NUM
bracis-28431	128	55	(	(	PUNCT
bracis-28431	128	56	2	2	NUM
bracis-28431	128	57	)	)	PUNCT
bracis-28431	128	58	$	$	SYM
bracis-28431	128	59	$	$	SYM
bracis-28431	128	60	{	{	PUNCT
bracis-28431	128	61	\text{b}}_{\left	\text{b}}_{\left	NOUN
bracis-28431	128	62	(	(	PUNCT
bracis-28431	128	63	n	n	ADV
bracis-28431	128	64	\right	\right	NOUN
bracis-28431	128	65	)	)	PUNCT
bracis-28431	128	66	}	}	PUNCT
bracis-28431	128	67	\	\	NOUN
bracis-28431	128	68	,	,	PUNCT
bracis-28431	128	69	=	=	PUNCT
bracis-28431	128	70	\,p_{{{\text{grid	\,p_{{{\text{grid	PROPN
bracis-28431	128	71	}	}	PUNCT
bracis-28431	128	72	}	}	PUNCT
bracis-28431	128	73	}	}	PUNCT
bracis-28431	128	74	}	}	PUNCT
bracis-28431	128	75	\	\	NOUN
bracis-28431	128	76	,	,	PUNCT
bracis-28431	128	77	*	*	PUNCT
bracis-28431	128	78	\,t_{s	\,t_{s	ADJ
bracis-28431	128	79	}	}	PUNCT
bracis-28431	128	80	\	\	NOUN
bracis-28431	128	81	,	,	PUNCT
bracis-28431	128	82	*	*	PUNCT
bracis-28431	128	83	\,{\text{fee}}_{\left	\,{\text{fee}}_{\left	PROPN
bracis-28431	128	84	(	(	PUNCT
bracis-28431	128	85	t	t	PROPN
bracis-28431	128	86	\right	\right	PROPN
bracis-28431	128	87	)	)	PUNCT
bracis-28431	128	88	}	}	PUNCT
bracis-28431	128	89	\,\,\,\,({\text{if}}\,\,p_{rede	\,\,\,\,({\text{if}}\,\,p_{rede	ADP
bracis-28431	128	90	}	}	PUNCT
bracis-28431	128	91	\	\	NOUN
bracis-28431	128	92	,	,	PUNCT
bracis-28431	128	93	<	<	X
bracis-28431	128	94	\,0	\,0	PROPN
bracis-28431	128	95	)	)	PUNCT
bracis-28431	128	96	$	$	SYM
bracis-28431	128	97	$	$	SYM
bracis-28431	128	98	(	(	PUNCT
bracis-28431	128	99	3	3	NUM
bracis-28431	128	100	)	)	PUNCT
bracis-28431	128	101	$	$	SYM
bracis-28431	128	102	$	$	SYM
bracis-28431	128	103	{	{	PUNCT
bracis-28431	128	104	\text{b}}_{{({\text{t}}otal	\text{b}}_{{({\text{t}}otal	ADJ
bracis-28431	128	105	)	)	PUNCT
bracis-28431	128	106	}	}	PUNCT
bracis-28431	128	107	}	}	PUNCT
bracis-28431	128	108	\	\	NOUN
bracis-28431	128	109	,	,	PUNCT
bracis-28431	128	110	=	=	SYM
bracis-28431	128	111	\,\sigma	\,\sigma	PROPN
bracis-28431	128	112	{	{	PUNCT
bracis-28431	128	113	\text{b}}_{(n	\text{b}}_{(n	PROPN
bracis-28431	128	114	)	)	PUNCT
bracis-28431	128	115	}	}	PUNCT
bracis-28431	128	116	$	$	SYM
bracis-28431	128	117	$	$	NUM
bracis-28431	128	118	(	(	PUNCT
bracis-28431	128	119	4	4	NUM
bracis-28431	128	120	)	)	PUNCT
bracis-28431	128	121	for	for	ADP
bracis-28431	128	122	the	the	DET
bracis-28431	128	123	development	development	NOUN
bracis-28431	128	124	of	of	ADP
bracis-28431	128	125	the	the	DET
bracis-28431	128	126	system	system	NOUN
bracis-28431	128	127	,	,	PUNCT
bracis-28431	128	128	the	the	DET
bracis-28431	128	129	python	python	NOUN
bracis-28431	128	130	programming	programming	NOUN
bracis-28431	128	131	language	language	NOUN
bracis-28431	128	132	was	be	AUX
bracis-28431	128	133	used	use	VERB
bracis-28431	128	134	because	because	SCONJ
bracis-28431	128	135	it	it	PRON
bracis-28431	128	136	is	be	AUX
bracis-28431	128	137	known	know	VERB
bracis-28431	128	138	as	as	ADP
bracis-28431	128	139	a	a	DET
bracis-28431	128	140	very	very	ADV
bracis-28431	128	141	intuitive	intuitive	ADJ
bracis-28431	128	142	syntax	syntax	NOUN
bracis-28431	128	143	language	language	NOUN
bracis-28431	128	144	and	and	CCONJ
bracis-28431	128	145	with	with	ADP
bracis-28431	128	146	a	a	DET
bracis-28431	128	147	vast	vast	ADJ
bracis-28431	128	148	number	number	NOUN
bracis-28431	128	149	of	of	ADP
bracis-28431	128	150	libraries	library	NOUN
bracis-28431	128	151	and	and	CCONJ
bracis-28431	128	152	documentation	documentation	NOUN
bracis-28431	128	153	available	available	ADJ
bracis-28431	128	154	.	.	PUNCT
bracis-28431	129	1	for	for	ADP
bracis-28431	129	2	the	the	DET
bracis-28431	129	3	implementation	implementation	NOUN
bracis-28431	129	4	of	of	ADP
bracis-28431	129	5	fuzzy	fuzzy	ADJ
bracis-28431	129	6	logic	logic	NOUN
bracis-28431	129	7	system	system	NOUN
bracis-28431	129	8	in	in	ADP
bracis-28431	129	9	python	python	PROPN
bracis-28431	129	10	,	,	PUNCT
bracis-28431	129	11	the	the	DET
bracis-28431	129	12	scikit	scikit	NOUN
bracis-28431	129	13	-	-	PUNCT
bracis-28431	129	14	fuzzy	fuzzy	ADJ
bracis-28431	129	15	library	library	NOUN
bracis-28431	129	16	[	[	X
bracis-28431	129	17	16	16	NUM
bracis-28431	129	18	]	]	PUNCT
bracis-28431	129	19	was	be	AUX
bracis-28431	129	20	used	use	VERB
bracis-28431	129	21	.	.	PUNCT
bracis-28431	130	1	to	to	PART
bracis-28431	130	2	analyze	analyze	VERB
bracis-28431	130	3	and	and	CCONJ
bracis-28431	130	4	manipulate	manipulate	VERB
bracis-28431	130	5	data	datum	NOUN
bracis-28431	130	6	in	in	ADP
bracis-28431	130	7	a	a	DET
bracis-28431	130	8	simpler	simple	ADJ
bracis-28431	130	9	way	way	NOUN
bracis-28431	130	10	,	,	PUNCT
bracis-28431	130	11	the	the	DET
bracis-28431	130	12	pandas	panda	NOUN
bracis-28431	130	13	library	library	NOUN
bracis-28431	130	14	[	[	X
bracis-28431	130	15	13	13	NUM
bracis-28431	130	16	]	]	PUNCT
bracis-28431	130	17	was	be	AUX
bracis-28431	130	18	used	use	VERB
bracis-28431	130	19	.	.	PUNCT
bracis-28431	131	1	the	the	DET
bracis-28431	131	2	graphical	graphical	ADJ
bracis-28431	131	3	visualization	visualization	NOUN
bracis-28431	131	4	of	of	ADP
bracis-28431	131	5	data	datum	NOUN
bracis-28431	131	6	in	in	ADP
bracis-28431	131	7	python	python	PROPN
bracis-28431	131	8	utilized	utilize	VERB
bracis-28431	131	9	was	be	AUX
bracis-28431	131	10	matplotlib	matplotlib	PROPN
bracis-28431	131	11	library	library	NOUN
bracis-28431	131	12	[	[	X
bracis-28431	131	13	13	13	NUM
bracis-28431	131	14	]	]	SYM
bracis-28431	131	15	.	.	PUNCT
bracis-28431	132	1	6	6	NUM
bracis-28431	132	2	research	research	NOUN
bracis-28431	132	3	results	result	NOUN
bracis-28431	132	4	and	and	CCONJ
bracis-28431	132	5	discussion	discussion	NOUN
bracis-28431	132	6	the	the	DET
bracis-28431	132	7	total	total	ADJ
bracis-28431	132	8	annual	annual	ADJ
bracis-28431	132	9	production	production	NOUN
bracis-28431	132	10	of	of	ADP
bracis-28431	132	11	the	the	DET
bracis-28431	132	12	photovoltaic	photovoltaic	NOUN
bracis-28431	132	13	system	system	NOUN
bracis-28431	132	14	is	be	AUX
bracis-28431	132	15	4426.37	4426.37	NUM
bracis-28431	132	16	 	 	SPACE
bracis-28431	132	17	kw	kw	NOUN
bracis-28431	132	18	,	,	PUNCT
bracis-28431	132	19	while	while	SCONJ
bracis-28431	132	20	the	the	DET
bracis-28431	132	21	total	total	ADJ
bracis-28431	132	22	annual	annual	ADJ
bracis-28431	132	23	residential	residential	ADJ
bracis-28431	132	24	consumption	consumption	NOUN
bracis-28431	132	25	is	be	AUX
bracis-28431	132	26	6801.28	6801.28	NUM
bracis-28431	132	27	 	 	SPACE
bracis-28431	132	28	kw	kw	NOUN
bracis-28431	132	29	.	.	PUNCT
bracis-28431	133	1	after	after	ADP
bracis-28431	133	2	developing	develop	VERB
bracis-28431	133	3	the	the	DET
bracis-28431	133	4	system	system	NOUN
bracis-28431	133	5	and	and	CCONJ
bracis-28431	133	6	obtaining	obtain	VERB
bracis-28431	133	7	the	the	DET
bracis-28431	133	8	results	result	NOUN
bracis-28431	133	9	of	of	ADP
bracis-28431	133	10	the	the	DET
bracis-28431	133	11	simulations	simulation	NOUN
bracis-28431	133	12	,	,	PUNCT
bracis-28431	133	13	the	the	DET
bracis-28431	133	14	resulting	result	VERB
bracis-28431	133	15	situations	situation	NOUN
bracis-28431	133	16	are	be	AUX
bracis-28431	133	17	observed	observe	VERB
bracis-28431	133	18	and	and	CCONJ
bracis-28431	133	19	compared	compare	VERB
bracis-28431	133	20	.	.	PUNCT
bracis-28431	134	1	at	at	ADP
bracis-28431	134	2	first	first	ADV
bracis-28431	134	3	,	,	PUNCT
bracis-28431	134	4	the	the	DET
bracis-28431	134	5	dg	dg	NOUN
bracis-28431	134	6	system	system	NOUN
bracis-28431	134	7	without	without	ADP
bracis-28431	134	8	the	the	DET
bracis-28431	134	9	fuzzy	fuzzy	ADJ
bracis-28431	134	10	logic	logic	NOUN
bracis-28431	134	11	(	(	PUNCT
bracis-28431	134	12	commercially	commercially	ADV
bracis-28431	134	13	used	use	VERB
bracis-28431	134	14	by	by	ADP
bracis-28431	134	15	companies	company	NOUN
bracis-28431	134	16	)	)	PUNCT
bracis-28431	134	17	consumes	consume	VERB
bracis-28431	134	18	4711.80	4711.80	NUM
bracis-28431	134	19	 	 	SPACE
bracis-28431	134	20	kw	kw	VERB
bracis-28431	134	21	from	from	ADP
bracis-28431	134	22	the	the	DET
bracis-28431	134	23	electrical	electrical	ADJ
bracis-28431	134	24	distribution	distribution	NOUN
bracis-28431	134	25	grid	grid	NOUN
bracis-28431	134	26	,	,	PUNCT
bracis-28431	134	27	which	which	PRON
bracis-28431	134	28	reduces	reduce	VERB
bracis-28431	134	29	the	the	DET
bracis-28431	134	30	use	use	NOUN
bracis-28431	134	31	of	of	ADP
bracis-28431	134	32	the	the	DET
bracis-28431	134	33	electricity	electricity	NOUN
bracis-28431	134	34	from	from	ADP
bracis-28431	134	35	the	the	DET
bracis-28431	134	36	company	company	NOUN
bracis-28431	134	37	by	by	ADP
bracis-28431	134	38	30.72	30.72	NUM
bracis-28431	134	39	%	%	NOUN
bracis-28431	134	40	,	,	PUNCT
bracis-28431	134	41	resulting	result	VERB
bracis-28431	134	42	in	in	ADP
bracis-28431	134	43	an	an	DET
bracis-28431	134	44	annual	annual	ADJ
bracis-28431	134	45	invoice	invoice	NOUN
bracis-28431	134	46	value	value	NOUN
bracis-28431	134	47	of	of	ADP
bracis-28431	134	48	r$	r$	NOUN
bracis-28431	134	49	3312.20	3312.20	NUM
bracis-28431	134	50	.	.	PUNCT
bracis-28431	135	1	the	the	DET
bracis-28431	135	2	second	second	ADJ
bracis-28431	135	3	moment	moment	NOUN
bracis-28431	135	4	,	,	PUNCT
bracis-28431	135	5	which	which	PRON
bracis-28431	135	6	consists	consist	VERB
bracis-28431	135	7	of	of	ADP
bracis-28431	135	8	adapting	adapt	VERB
bracis-28431	135	9	[	[	X
bracis-28431	135	10	17	17	NUM
bracis-28431	135	11	]	]	SYM
bracis-28431	135	12	’s	’s	PART
bracis-28431	135	13	research	research	NOUN
bracis-28431	135	14	to	to	ADP
bracis-28431	135	15	current	current	ADJ
bracis-28431	135	16	technologies	technology	NOUN
bracis-28431	135	17	,	,	PUNCT
bracis-28431	135	18	to	to	ADP
bracis-28431	135	19	the	the	DET
bracis-28431	135	20	new	new	ADJ
bracis-28431	135	21	data	datum	NOUN
bracis-28431	135	22	analysis	analysis	NOUN
bracis-28431	135	23	and	and	CCONJ
bracis-28431	135	24	python	python	NOUN
bracis-28431	135	25	programming	programming	NOUN
bracis-28431	135	26	language	language	NOUN
bracis-28431	135	27	,	,	PUNCT
bracis-28431	135	28	showed	show	VERB
bracis-28431	135	29	that	that	SCONJ
bracis-28431	135	30	the	the	DET
bracis-28431	135	31	proposal	proposal	NOUN
bracis-28431	135	32	consumes	consume	VERB
bracis-28431	135	33	3892.28	3892.28	NUM
bracis-28431	135	34	 	 	SPACE
bracis-28431	135	35	kw	kw	VERB
bracis-28431	135	36	from	from	ADP
bracis-28431	135	37	the	the	DET
bracis-28431	135	38	electrical	electrical	ADJ
bracis-28431	135	39	distribution	distribution	NOUN
bracis-28431	135	40	grid	grid	NOUN
bracis-28431	135	41	,	,	PUNCT
bracis-28431	135	42	with	with	ADP
bracis-28431	135	43	an	an	DET
bracis-28431	135	44	annual	annual	ADJ
bracis-28431	135	45	cost	cost	NOUN
bracis-28431	135	46	of	of	ADP
bracis-28431	135	47	r$	r$	PRON
bracis-28431	135	48	2590.25	2590.25	NUM
bracis-28431	135	49	.	.	PUNCT
bracis-28431	136	1	relative	relative	ADJ
bracis-28431	136	2	to	to	ADP
bracis-28431	136	3	the	the	DET
bracis-28431	136	4	electricity	electricity	NOUN
bracis-28431	136	5	distribution	distribution	NOUN
bracis-28431	136	6	company	company	NOUN
bracis-28431	136	7	’s	’s	PART
bracis-28431	136	8	annual	annual	ADJ
bracis-28431	136	9	residential	residential	ADJ
bracis-28431	136	10	consumption	consumption	NOUN
bracis-28431	136	11	,	,	PUNCT
bracis-28431	136	12	the	the	DET
bracis-28431	136	13	reduction	reduction	NOUN
bracis-28431	136	14	was	be	AUX
bracis-28431	136	15	42.77	42.77	NUM
bracis-28431	136	16	%	%	NOUN
bracis-28431	136	17	.	.	PUNCT
bracis-28431	137	1	finally	finally	ADV
bracis-28431	137	2	,	,	PUNCT
bracis-28431	137	3	the	the	DET
bracis-28431	137	4	simulation	simulation	NOUN
bracis-28431	137	5	for	for	ADP
bracis-28431	137	6	the	the	DET
bracis-28431	137	7	dg	dg	PROPN
bracis-28431	137	8	system	system	NOUN
bracis-28431	137	9	using	use	VERB
bracis-28431	137	10	the	the	DET
bracis-28431	137	11	fuzzy	fuzzy	ADJ
bracis-28431	137	12	logic	logic	NOUN
bracis-28431	137	13	proposed	propose	VERB
bracis-28431	137	14	in	in	ADP
bracis-28431	137	15	this	this	DET
bracis-28431	137	16	paper	paper	NOUN
bracis-28431	137	17	resulted	result	VERB
bracis-28431	137	18	in	in	ADP
bracis-28431	137	19	a	a	DET
bracis-28431	137	20	grid	grid	NOUN
bracis-28431	137	21	consumption	consumption	NOUN
bracis-28431	137	22	of	of	ADP
bracis-28431	137	23	3708.32	3708.32	NUM
bracis-28431	137	24	 	 	SPACE
bracis-28431	137	25	kw	kw	NOUN
bracis-28431	137	26	and	and	CCONJ
bracis-28431	137	27	an	an	DET
bracis-28431	137	28	annual	annual	ADJ
bracis-28431	137	29	cost	cost	NOUN
bracis-28431	137	30	of	of	ADP
bracis-28431	137	31	r$	r$	NOUN
bracis-28431	137	32	2399.10	2399.10	NUM
bracis-28431	137	33	,	,	PUNCT
bracis-28431	137	34	that	that	ADV
bracis-28431	137	35	is	is	ADV
bracis-28431	137	36	,	,	PUNCT
bracis-28431	137	37	a	a	DET
bracis-28431	137	38	reduction	reduction	NOUN
bracis-28431	137	39	of	of	ADP
bracis-28431	137	40	45.48	45.48	NUM
bracis-28431	137	41	%	%	NOUN
bracis-28431	137	42	compared	compare	VERB
bracis-28431	137	43	to	to	ADP
bracis-28431	137	44	the	the	DET
bracis-28431	137	45	annual	annual	ADJ
bracis-28431	137	46	consumption	consumption	NOUN
bracis-28431	137	47	from	from	ADP
bracis-28431	137	48	the	the	DET
bracis-28431	137	49	company	company	NOUN
bracis-28431	137	50	.	.	PUNCT
bracis-28431	138	1	these	these	DET
bracis-28431	138	2	data	datum	NOUN
bracis-28431	138	3	are	be	AUX
bracis-28431	138	4	better	well	ADV
bracis-28431	138	5	analyzed	analyze	VERB
bracis-28431	138	6	and	and	CCONJ
bracis-28431	138	7	compared	compare	VERB
bracis-28431	138	8	in	in	ADP
bracis-28431	138	9	table	table	NOUN
bracis-28431	138	10	 	 	SPACE
bracis-28431	138	11	3	3	NUM
bracis-28431	138	12	.	.	PUNCT
bracis-28431	138	13	table	table	NOUN
bracis-28431	138	14	 	 	SPACE
bracis-28431	138	15	3	3	NUM
bracis-28431	138	16	.	.	PUNCT
bracis-28431	138	17	comparison	comparison	NOUN
bracis-28431	138	18	of	of	ADP
bracis-28431	138	19	simulation	simulation	NOUN
bracis-28431	138	20	resultsfull	resultsfull	NOUN
bracis-28431	138	21	size	size	NOUN
bracis-28431	138	22	table	table	NOUN
bracis-28431	138	23	the	the	DET
bracis-28431	138	24	results	result	NOUN
bracis-28431	138	25	presented	present	VERB
bracis-28431	138	26	are	be	AUX
bracis-28431	138	27	in	in	ADP
bracis-28431	138	28	line	line	NOUN
bracis-28431	138	29	with	with	ADP
bracis-28431	138	30	the	the	DET
bracis-28431	138	31	objective	objective	NOUN
bracis-28431	138	32	of	of	ADP
bracis-28431	138	33	this	this	DET
bracis-28431	138	34	research	research	NOUN
bracis-28431	138	35	.	.	PUNCT
bracis-28431	139	1	in	in	ADP
bracis-28431	139	2	table	table	NOUN
bracis-28431	139	3	5	5	NUM
bracis-28431	139	4	,	,	PUNCT
bracis-28431	139	5	it	it	PRON
bracis-28431	139	6	is	be	AUX
bracis-28431	139	7	observed	observe	VERB
bracis-28431	139	8	that	that	SCONJ
bracis-28431	139	9	there	there	PRON
bracis-28431	139	10	was	be	VERB
bracis-28431	139	11	a	a	DET
bracis-28431	139	12	reduction	reduction	NOUN
bracis-28431	139	13	in	in	ADP
bracis-28431	139	14	the	the	DET
bracis-28431	139	15	total	total	ADJ
bracis-28431	139	16	energy	energy	NOUN
bracis-28431	139	17	consumed	consume	VERB
bracis-28431	139	18	by	by	ADP
bracis-28431	139	19	the	the	DET
bracis-28431	139	20	electrical	electrical	ADJ
bracis-28431	139	21	distribution	distribution	NOUN
bracis-28431	139	22	grid	grid	NOUN
bracis-28431	139	23	,	,	PUNCT
bracis-28431	139	24	compared	compare	VERB
bracis-28431	139	25	to	to	ADP
bracis-28431	139	26	the	the	DET
bracis-28431	139	27	results	result	NOUN
bracis-28431	139	28	obtained	obtain	VERB
bracis-28431	139	29	in	in	ADP
bracis-28431	139	30	the	the	DET
bracis-28431	139	31	previous	previous	ADJ
bracis-28431	139	32	work	work	NOUN
bracis-28431	139	33	.	.	PUNCT
bracis-28431	140	1	as	as	ADP
bracis-28431	140	2	a	a	DET
bracis-28431	140	3	result	result	NOUN
bracis-28431	140	4	of	of	ADP
bracis-28431	140	5	this	this	DET
bracis-28431	140	6	reduction	reduction	NOUN
bracis-28431	140	7	,	,	PUNCT
bracis-28431	140	8	the	the	DET
bracis-28431	140	9	annual	annual	ADJ
bracis-28431	140	10	energy	energy	NOUN
bracis-28431	140	11	bill	bill	NOUN
bracis-28431	140	12	was	be	AUX
bracis-28431	140	13	reduced	reduce	VERB
bracis-28431	140	14	by	by	ADP
bracis-28431	140	15	r$	r$	NOUN
bracis-28431	140	16	191.15	191.15	NUM
bracis-28431	140	17	.	.	PUNCT
bracis-28431	141	1	the	the	DET
bracis-28431	141	2	simulation	simulation	NOUN
bracis-28431	141	3	showed	show	VERB
bracis-28431	141	4	that	that	SCONJ
bracis-28431	141	5	the	the	DET
bracis-28431	141	6	fuzzy	fuzzy	ADJ
bracis-28431	141	7	system	system	NOUN
bracis-28431	141	8	identifies	identify	VERB
bracis-28431	141	9	the	the	DET
bracis-28431	141	10	period	period	NOUN
bracis-28431	141	11	in	in	ADP
bracis-28431	141	12	which	which	PRON
bracis-28431	141	13	there	there	PRON
bracis-28431	141	14	is	be	VERB
bracis-28431	141	15	greater	great	ADJ
bracis-28431	141	16	energy	energy	NOUN
bracis-28431	141	17	production	production	NOUN
bracis-28431	141	18	by	by	ADP
bracis-28431	141	19	the	the	DET
bracis-28431	141	20	photovoltaic	photovoltaic	NOUN
bracis-28431	141	21	system	system	NOUN
bracis-28431	141	22	and	and	CCONJ
bracis-28431	141	23	uses	use	VERB
bracis-28431	141	24	the	the	DET
bracis-28431	141	25	battery	battery	NOUN
bracis-28431	141	26	more	more	ADV
bracis-28431	141	27	intensively	intensively	ADV
bracis-28431	141	28	,	,	PUNCT
bracis-28431	141	29	depending	depend	VERB
bracis-28431	141	30	on	on	ADP
bracis-28431	141	31	the	the	DET
bracis-28431	141	32	time	time	NOUN
bracis-28431	141	33	of	of	ADP
bracis-28431	141	34	day	day	NOUN
bracis-28431	141	35	,	,	PUNCT
bracis-28431	141	36	in	in	ADP
bracis-28431	141	37	order	order	NOUN
bracis-28431	141	38	to	to	PART
bracis-28431	141	39	use	use	VERB
bracis-28431	141	40	less	less	ADJ
bracis-28431	141	41	the	the	DET
bracis-28431	141	42	distribution	distribution	NOUN
bracis-28431	141	43	grid	grid	NOUN
bracis-28431	141	44	.	.	PUNCT
bracis-28431	142	1	in	in	ADP
bracis-28431	142	2	contrast	contrast	NOUN
bracis-28431	142	3	to	to	ADP
bracis-28431	142	4	the	the	DET
bracis-28431	142	5	simple	simple	ADJ
bracis-28431	142	6	system	system	NOUN
bracis-28431	142	7	that	that	PRON
bracis-28431	142	8	follows	follow	VERB
bracis-28431	142	9	a	a	DET
bracis-28431	142	10	linear	linear	ADJ
bracis-28431	142	11	pattern	pattern	NOUN
bracis-28431	142	12	of	of	ADP
bracis-28431	142	13	energy	energy	NOUN
bracis-28431	142	14	storage	storage	NOUN
bracis-28431	142	15	in	in	ADP
bracis-28431	142	16	the	the	DET
bracis-28431	142	17	battery	battery	NOUN
bracis-28431	142	18	.	.	PUNCT
bracis-28431	143	1	figure	figure	NOUN
bracis-28431	143	2	 	 	SPACE
bracis-28431	143	3	4	4	NUM
bracis-28431	143	4	shows	show	VERB
bracis-28431	143	5	the	the	DET
bracis-28431	143	6	behavior	behavior	NOUN
bracis-28431	143	7	of	of	ADP
bracis-28431	143	8	the	the	DET
bracis-28431	143	9	battery	battery	NOUN
bracis-28431	143	10	state	state	NOUN
bracis-28431	143	11	of	of	ADP
bracis-28431	143	12	charge	charge	NOUN
bracis-28431	143	13	over	over	ADP
bracis-28431	143	14	a	a	DET
bracis-28431	143	15	year	year	NOUN
bracis-28431	143	16	,	,	PUNCT
bracis-28431	143	17	both	both	PRON
bracis-28431	143	18	for	for	ADP
bracis-28431	143	19	the	the	DET
bracis-28431	143	20	simple	simple	ADJ
bracis-28431	143	21	system	system	NOUN
bracis-28431	143	22	and	and	CCONJ
bracis-28431	143	23	for	for	ADP
bracis-28431	143	24	the	the	DET
bracis-28431	143	25	fuzzy	fuzzy	ADJ
bracis-28431	143	26	system	system	NOUN
bracis-28431	143	27	.	.	PUNCT
bracis-28431	144	1	fig	fig	NOUN
bracis-28431	144	2	.	.	PUNCT
bracis-28431	144	3	 	 	SPACE
bracis-28431	145	1	4	4	NUM
bracis-28431	145	2	.	.	X
bracis-28431	145	3	soc	soc	NOUN
bracis-28431	145	4	of	of	ADP
bracis-28431	145	5	the	the	DET
bracis-28431	145	6	battery	battery	NOUN
bracis-28431	145	7	on	on	ADP
bracis-28431	145	8	simple	simple	ADJ
bracis-28431	145	9	(	(	PUNCT
bracis-28431	145	10	a	a	NOUN
bracis-28431	145	11	)	)	PUNCT
bracis-28431	145	12	and	and	CCONJ
bracis-28431	145	13	fuzzy	fuzzy	ADJ
bracis-28431	145	14	(	(	PUNCT
bracis-28431	145	15	b	b	NOUN
bracis-28431	145	16	)	)	PUNCT
bracis-28431	145	17	systems	system	NOUN
bracis-28431	145	18	over	over	ADP
bracis-28431	145	19	one	one	NUM
bracis-28431	145	20	year	year	NOUN
bracis-28431	145	21	full	full	ADJ
bracis-28431	145	22	size	size	NOUN
bracis-28431	145	23	image	image	NOUN
bracis-28431	145	24	it	it	PRON
bracis-28431	145	25	is	be	AUX
bracis-28431	145	26	observed	observe	VERB
bracis-28431	145	27	that	that	SCONJ
bracis-28431	145	28	the	the	DET
bracis-28431	145	29	fuzzy	fuzzy	ADJ
bracis-28431	145	30	system	system	NOUN
bracis-28431	145	31	requests	request	VERB
bracis-28431	145	32	less	less	ADJ
bracis-28431	145	33	power	power	NOUN
bracis-28431	145	34	from	from	ADP
bracis-28431	145	35	the	the	DET
bracis-28431	145	36	distribution	distribution	NOUN
bracis-28431	145	37	grid	grid	NOUN
bracis-28431	145	38	over	over	ADP
bracis-28431	145	39	time	time	NOUN
bracis-28431	145	40	and	and	CCONJ
bracis-28431	145	41	injects	inject	VERB
bracis-28431	145	42	power	power	NOUN
bracis-28431	145	43	into	into	ADP
bracis-28431	145	44	it	it	PRON
bracis-28431	145	45	more	more	ADV
bracis-28431	145	46	uniformly	uniformly	ADV
bracis-28431	145	47	.	.	PUNCT
bracis-28431	146	1	positive	positive	ADJ
bracis-28431	146	2	values	value	NOUN
bracis-28431	146	3	indicate	indicate	VERB
bracis-28431	146	4	injection	injection	NOUN
bracis-28431	146	5	of	of	ADP
bracis-28431	146	6	photovoltaic	photovoltaic	NOUN
bracis-28431	146	7	power	power	NOUN
bracis-28431	146	8	into	into	ADP
bracis-28431	146	9	the	the	DET
bracis-28431	146	10	grid	grid	NOUN
bracis-28431	146	11	and	and	CCONJ
bracis-28431	146	12	negative	negative	ADJ
bracis-28431	146	13	values	value	NOUN
bracis-28431	146	14	indicate	indicate	VERB
bracis-28431	146	15	power	power	NOUN
bracis-28431	146	16	consumption	consumption	NOUN
bracis-28431	146	17	from	from	ADP
bracis-28431	146	18	the	the	DET
bracis-28431	146	19	distribution	distribution	NOUN
bracis-28431	146	20	grid	grid	NOUN
bracis-28431	146	21	throughout	throughout	ADP
bracis-28431	146	22	the	the	DET
bracis-28431	146	23	residence	residence	NOUN
bracis-28431	146	24	.	.	PUNCT
bracis-28431	147	1	figure	figure	NOUN
bracis-28431	147	2	 	 	SPACE
bracis-28431	147	3	5	5	NUM
bracis-28431	147	4	presents	present	VERB
bracis-28431	147	5	the	the	DET
bracis-28431	147	6	behavior	behavior	NOUN
bracis-28431	147	7	of	of	ADP
bracis-28431	147	8	the	the	DET
bracis-28431	147	9	simple	simple	ADJ
bracis-28431	147	10	system	system	NOUN
bracis-28431	147	11	and	and	CCONJ
bracis-28431	147	12	the	the	DET
bracis-28431	147	13	fuzzy	fuzzy	ADJ
bracis-28431	147	14	system	system	NOUN
bracis-28431	147	15	in	in	ADP
bracis-28431	147	16	relation	relation	NOUN
bracis-28431	147	17	to	to	ADP
bracis-28431	147	18	the	the	DET
bracis-28431	147	19	injection	injection	NOUN
bracis-28431	147	20	or	or	CCONJ
bracis-28431	147	21	consumption	consumption	NOUN
bracis-28431	147	22	of	of	ADP
bracis-28431	147	23	power	power	NOUN
bracis-28431	147	24	in	in	ADP
bracis-28431	147	25	the	the	DET
bracis-28431	147	26	distribution	distribution	NOUN
bracis-28431	147	27	grid	grid	NOUN
bracis-28431	147	28	.	.	PUNCT
bracis-28431	148	1	fig	fig	NOUN
bracis-28431	148	2	.	.	PUNCT
bracis-28431	148	3	 	 	SPACE
bracis-28431	149	1	5	5	X
bracis-28431	149	2	.	.	PUNCT
bracis-28431	149	3	grid	grid	NOUN
bracis-28431	149	4	power	power	NOUN
bracis-28431	149	5	flow	flow	NOUN
bracis-28431	149	6	on	on	ADP
bracis-28431	149	7	simple	simple	ADJ
bracis-28431	149	8	(	(	PUNCT
bracis-28431	149	9	a	a	NOUN
bracis-28431	149	10	)	)	PUNCT
bracis-28431	149	11	and	and	CCONJ
bracis-28431	149	12	fuzzy	fuzzy	ADJ
bracis-28431	149	13	(	(	PUNCT
bracis-28431	149	14	b	b	NOUN
bracis-28431	149	15	)	)	PUNCT
bracis-28431	149	16	systems	system	NOUN
bracis-28431	149	17	over	over	ADP
bracis-28431	149	18	one	one	NUM
bracis-28431	149	19	year	year	NOUN
bracis-28431	149	20	full	full	ADJ
bracis-28431	149	21	size	size	NOUN
bracis-28431	149	22	image	image	NOUN
bracis-28431	149	23	7	7	NUM
bracis-28431	149	24	conclusion	conclusion	NOUN
bracis-28431	149	25	the	the	DET
bracis-28431	149	26	main	main	ADJ
bracis-28431	149	27	purpose	purpose	NOUN
bracis-28431	149	28	of	of	ADP
bracis-28431	149	29	this	this	DET
bracis-28431	149	30	article	article	NOUN
bracis-28431	149	31	was	be	AUX
bracis-28431	149	32	to	to	PART
bracis-28431	149	33	improve	improve	VERB
bracis-28431	149	34	the	the	DET
bracis-28431	149	35	use	use	NOUN
bracis-28431	149	36	of	of	ADP
bracis-28431	149	37	photovoltaic	photovoltaic	NOUN
bracis-28431	149	38	energy	energy	NOUN
bracis-28431	149	39	in	in	ADP
bracis-28431	149	40	the	the	DET
bracis-28431	149	41	context	context	NOUN
bracis-28431	149	42	of	of	ADP
bracis-28431	149	43	white	white	ADJ
bracis-28431	149	44	tariff	tariff	NOUN
bracis-28431	149	45	in	in	ADP
bracis-28431	149	46	brazil	brazil	PROPN
bracis-28431	149	47	by	by	ADP
bracis-28431	149	48	using	use	VERB
bracis-28431	149	49	fuzzy	fuzzy	ADJ
bracis-28431	149	50	systems	system	NOUN
bracis-28431	149	51	.	.	PUNCT
bracis-28431	150	1	the	the	DET
bracis-28431	150	2	proposed	propose	VERB
bracis-28431	150	3	method	method	NOUN
bracis-28431	150	4	was	be	AUX
bracis-28431	150	5	improved	improve	VERB
bracis-28431	150	6	from	from	ADP
bracis-28431	150	7	previous	previous	ADJ
bracis-28431	150	8	work	work	NOUN
bracis-28431	150	9	and	and	CCONJ
bracis-28431	150	10	the	the	DET
bracis-28431	150	11	final	final	ADJ
bracis-28431	150	12	setup	setup	NOUN
bracis-28431	150	13	could	could	AUX
bracis-28431	150	14	reduce	reduce	VERB
bracis-28431	150	15	the	the	DET
bracis-28431	150	16	electricity	electricity	NOUN
bracis-28431	150	17	bill	bill	NOUN
bracis-28431	150	18	for	for	ADP
bracis-28431	150	19	the	the	DET
bracis-28431	150	20	residential	residential	ADJ
bracis-28431	150	21	consumer	consumer	NOUN
bracis-28431	150	22	.	.	PUNCT
bracis-28431	151	1	in	in	ADP
bracis-28431	151	2	order	order	NOUN
bracis-28431	151	3	to	to	PART
bracis-28431	151	4	adjust	adjust	VERB
bracis-28431	151	5	the	the	DET
bracis-28431	151	6	system	system	NOUN
bracis-28431	151	7	parameters	parameter	NOUN
bracis-28431	151	8	,	,	PUNCT
bracis-28431	151	9	some	some	DET
bracis-28431	151	10	limits	limit	NOUN
bracis-28431	151	11	of	of	ADP
bracis-28431	151	12	the	the	DET
bracis-28431	151	13	input	input	NOUN
bracis-28431	151	14	linguistic	linguistic	ADJ
bracis-28431	151	15	variables	variable	NOUN
bracis-28431	151	16	were	be	AUX
bracis-28431	151	17	modified	modify	VERB
bracis-28431	151	18	.	.	PUNCT
bracis-28431	152	1	in	in	ADP
bracis-28431	152	2	the	the	DET
bracis-28431	152	3	simulation	simulation	NOUN
bracis-28431	152	4	,	,	PUNCT
bracis-28431	152	5	a	a	DET
bracis-28431	152	6	battery	battery	NOUN
bracis-28431	152	7	sized	size	VERB
bracis-28431	152	8	in	in	ADP
bracis-28431	152	9	a	a	DET
bracis-28431	152	10	more	more	ADV
bracis-28431	152	11	adjusted	adjusted	ADJ
bracis-28431	152	12	way	way	NOUN
bracis-28431	152	13	and	and	CCONJ
bracis-28431	152	14	with	with	ADP
bracis-28431	152	15	a	a	DET
bracis-28431	152	16	more	more	ADV
bracis-28431	152	17	current	current	ADJ
bracis-28431	152	18	technology	technology	NOUN
bracis-28431	152	19	was	be	AUX
bracis-28431	152	20	also	also	ADV
bracis-28431	152	21	used	use	VERB
bracis-28431	152	22	to	to	PART
bracis-28431	152	23	obtain	obtain	VERB
bracis-28431	152	24	a	a	DET
bracis-28431	152	25	better	well	ADJ
bracis-28431	152	26	cost	cost	NOUN
bracis-28431	152	27	benefit	benefit	NOUN
bracis-28431	152	28	for	for	ADP
bracis-28431	152	29	a	a	DET
bracis-28431	152	30	residence	residence	NOUN
bracis-28431	152	31	.	.	PUNCT
bracis-28431	153	1	a	a	DET
bracis-28431	153	2	recent	recent	ADJ
bracis-28431	153	3	configuration	configuration	NOUN
bracis-28431	153	4	of	of	ADP
bracis-28431	153	5	photovoltaic	photovoltaic	NOUN
bracis-28431	153	6	panels	panel	NOUN
bracis-28431	153	7	was	be	AUX
bracis-28431	153	8	used	use	VERB
bracis-28431	153	9	,	,	PUNCT
bracis-28431	153	10	with	with	ADP
bracis-28431	153	11	more	more	ADV
bracis-28431	153	12	efficient	efficient	ADJ
bracis-28431	153	13	electrical	electrical	ADJ
bracis-28431	153	14	power	power	NOUN
bracis-28431	153	15	and	and	CCONJ
bracis-28431	153	16	better	well	ADJ
bracis-28431	153	17	solar	solar	ADJ
bracis-28431	153	18	absorption	absorption	NOUN
bracis-28431	153	19	technology	technology	NOUN
bracis-28431	153	20	.	.	PUNCT
bracis-28431	154	1	the	the	DET
bracis-28431	154	2	modifications	modification	NOUN
bracis-28431	154	3	were	be	AUX
bracis-28431	154	4	satisfactory	satisfactory	ADJ
bracis-28431	154	5	for	for	ADP
bracis-28431	154	6	the	the	DET
bracis-28431	154	7	improvement	improvement	NOUN
bracis-28431	154	8	in	in	ADP
bracis-28431	154	9	the	the	DET
bracis-28431	154	10	results	result	NOUN
bracis-28431	154	11	,	,	PUNCT
bracis-28431	154	12	allowing	allow	VERB
bracis-28431	154	13	the	the	DET
bracis-28431	154	14	continuation	continuation	NOUN
bracis-28431	154	15	of	of	ADP
bracis-28431	154	16	the	the	DET
bracis-28431	154	17	development	development	NOUN
bracis-28431	154	18	of	of	ADP
bracis-28431	154	19	this	this	DET
bracis-28431	154	20	research	research	NOUN
bracis-28431	154	21	.	.	PUNCT
bracis-28431	155	1	the	the	DET
bracis-28431	155	2	results	result	NOUN
bracis-28431	155	3	obtained	obtain	VERB
bracis-28431	155	4	brought	bring	VERB
bracis-28431	155	5	a	a	DET
bracis-28431	155	6	reduction	reduction	NOUN
bracis-28431	155	7	of	of	ADP
bracis-28431	155	8	14.05	14.05	NUM
bracis-28431	155	9	%	%	NOUN
bracis-28431	155	10	in	in	ADP
bracis-28431	155	11	the	the	DET
bracis-28431	155	12	energy	energy	NOUN
bracis-28431	155	13	consumed	consume	VERB
bracis-28431	155	14	from	from	ADP
bracis-28431	155	15	the	the	DET
bracis-28431	155	16	electrical	electrical	ADJ
bracis-28431	155	17	distribution	distribution	NOUN
bracis-28431	155	18	grid	grid	NOUN
bracis-28431	155	19	,	,	PUNCT
bracis-28431	155	20	when	when	SCONJ
bracis-28431	155	21	comparing	compare	VERB
bracis-28431	155	22	the	the	DET
bracis-28431	155	23	simple	simple	ADJ
bracis-28431	155	24	dg	dg	NOUN
bracis-28431	155	25	system	system	NOUN
bracis-28431	155	26	developed	develop	VERB
bracis-28431	155	27	without	without	ADP
bracis-28431	155	28	the	the	DET
bracis-28431	155	29	use	use	NOUN
bracis-28431	155	30	of	of	ADP
bracis-28431	155	31	ic	ic	PROPN
bracis-28431	155	32	with	with	ADP
bracis-28431	155	33	the	the	DET
bracis-28431	155	34	proposed	propose	VERB
bracis-28431	155	35	fuzzy	fuzzy	ADJ
bracis-28431	155	36	system	system	NOUN
bracis-28431	155	37	.	.	PUNCT
bracis-28431	156	1	this	this	PRON
bracis-28431	156	2	means	mean	VERB
bracis-28431	156	3	a	a	DET
bracis-28431	156	4	31.73	31.73	NUM
bracis-28431	156	5	%	%	NOUN
bracis-28431	156	6	reduction	reduction	NOUN
bracis-28431	156	7	in	in	ADP
bracis-28431	156	8	the	the	DET
bracis-28431	156	9	annual	annual	ADJ
bracis-28431	156	10	energy	energy	NOUN
bracis-28431	156	11	bill	bill	NOUN
bracis-28431	156	12	.	.	PUNCT
bracis-28431	157	1	this	this	DET
bracis-28431	157	2	work	work	NOUN
bracis-28431	157	3	contributes	contribute	VERB
bracis-28431	157	4	to	to	ADP
bracis-28431	157	5	the	the	DET
bracis-28431	157	6	ci	ci	PROPN
bracis-28431	157	7	area	area	NOUN
bracis-28431	157	8	and	and	CCONJ
bracis-28431	157	9	to	to	ADP
bracis-28431	157	10	the	the	DET
bracis-28431	157	11	academic	academic	ADJ
bracis-28431	157	12	community	community	NOUN
bracis-28431	157	13	based	base	VERB
bracis-28431	157	14	on	on	ADP
bracis-28431	157	15	the	the	DET
bracis-28431	157	16	expansion	expansion	NOUN
bracis-28431	157	17	and	and	CCONJ
bracis-28431	157	18	progression	progression	NOUN
bracis-28431	157	19	of	of	ADP
bracis-28431	157	20	fuzzy	fuzzy	ADJ
bracis-28431	157	21	logic	logic	NOUN
bracis-28431	157	22	studies	study	NOUN
bracis-28431	157	23	applied	apply	VERB
bracis-28431	157	24	to	to	ADP
bracis-28431	157	25	photovoltaic	photovoltaic	NOUN
bracis-28431	157	26	systems	system	NOUN
bracis-28431	157	27	,	,	PUNCT
bracis-28431	157	28	with	with	ADP
bracis-28431	157	29	the	the	DET
bracis-28431	157	30	aim	aim	NOUN
bracis-28431	157	31	of	of	ADP
bracis-28431	157	32	demonstrating	demonstrate	VERB
bracis-28431	157	33	the	the	DET
bracis-28431	157	34	importance	importance	NOUN
bracis-28431	157	35	of	of	ADP
bracis-28431	157	36	these	these	DET
bracis-28431	157	37	two	two	NUM
bracis-28431	157	38	subjects	subject	NOUN
bracis-28431	157	39	for	for	ADP
bracis-28431	157	40	improving	improve	VERB
bracis-28431	157	41	decision	decision	NOUN
bracis-28431	157	42	-	-	PUNCT
bracis-28431	157	43	making	making	NOUN
bracis-28431	157	44	and	and	CCONJ
bracis-28431	157	45	management	management	NOUN
bracis-28431	157	46	of	of	ADP
bracis-28431	157	47	photovoltaic	photovoltaic	ADJ
bracis-28431	157	48	solar	solar	ADJ
bracis-28431	157	49	energy	energy	NOUN
bracis-28431	157	50	.	.	PUNCT
bracis-28431	158	1	in	in	ADP
bracis-28431	158	2	addition	addition	NOUN
bracis-28431	158	3	,	,	PUNCT
bracis-28431	158	4	the	the	DET
bracis-28431	158	5	study	study	NOUN
bracis-28431	158	6	and	and	CCONJ
bracis-28431	158	7	application	application	NOUN
bracis-28431	158	8	of	of	ADP
bracis-28431	158	9	an	an	DET
bracis-28431	158	10	intelligent	intelligent	ADJ
bracis-28431	158	11	system	system	NOUN
bracis-28431	158	12	in	in	ADP
bracis-28431	158	13	a	a	DET
bracis-28431	158	14	scenario	scenario	NOUN
bracis-28431	158	15	that	that	PRON
bracis-28431	158	16	simulates	simulate	VERB
bracis-28431	158	17	the	the	DET
bracis-28431	158	18	real	real	ADJ
bracis-28431	158	19	world	world	NOUN
bracis-28431	158	20	allows	allow	VERB
bracis-28431	158	21	,	,	PUNCT
bracis-28431	158	22	among	among	ADP
bracis-28431	158	23	other	other	ADJ
bracis-28431	158	24	contributions	contribution	NOUN
bracis-28431	158	25	,	,	PUNCT
bracis-28431	158	26	the	the	DET
bracis-28431	158	27	development	development	NOUN
bracis-28431	158	28	of	of	ADP
bracis-28431	158	29	more	more	ADJ
bracis-28431	158	30	innovative	innovative	ADJ
bracis-28431	158	31	products	product	NOUN
bracis-28431	158	32	for	for	ADP
bracis-28431	158	33	the	the	DET
bracis-28431	158	34	energy	energy	NOUN
bracis-28431	158	35	market	market	NOUN
bracis-28431	158	36	and	and	CCONJ
bracis-28431	158	37	products	product	NOUN
bracis-28431	158	38	with	with	ADP
bracis-28431	158	39	better	well	ADJ
bracis-28431	158	40	cost	cost	NOUN
bracis-28431	158	41	-	-	PUNCT
bracis-28431	158	42	benefits	benefit	NOUN
bracis-28431	158	43	for	for	ADP
bracis-28431	158	44	the	the	DET
bracis-28431	158	45	final	final	ADJ
bracis-28431	158	46	consumer	consumer	NOUN
bracis-28431	158	47	.	.	PUNCT
bracis-28431	159	1	for	for	ADP
bracis-28431	159	2	future	future	ADJ
bracis-28431	159	3	work	work	NOUN
bracis-28431	159	4	,	,	PUNCT
bracis-28431	159	5	we	we	PRON
bracis-28431	159	6	intend	intend	VERB
bracis-28431	159	7	to	to	PART
bracis-28431	159	8	apply	apply	VERB
bracis-28431	159	9	the	the	DET
bracis-28431	159	10	proposed	propose	VERB
bracis-28431	159	11	fuzzy	fuzzy	ADJ
bracis-28431	159	12	systems	system	NOUN
bracis-28431	159	13	for	for	ADP
bracis-28431	159	14	different	different	ADJ
bracis-28431	159	15	energy	energy	NOUN
bracis-28431	159	16	production	production	NOUN
bracis-28431	159	17	and	and	CCONJ
bracis-28431	159	18	consumption	consumption	NOUN
bracis-28431	159	19	patterns	pattern	NOUN
bracis-28431	159	20	from	from	ADP
bracis-28431	159	21	different	different	ADJ
bracis-28431	159	22	cities	city	NOUN
bracis-28431	159	23	of	of	ADP
bracis-28431	159	24	different	different	ADJ
bracis-28431	159	25	brazilian	brazilian	ADJ
bracis-28431	159	26	regions	region	NOUN
bracis-28431	159	27	.	.	PUNCT
bracis-28431	160	1	we	we	PRON
bracis-28431	160	2	intend	intend	VERB
bracis-28431	160	3	to	to	PART
bracis-28431	160	4	verify	verify	VERB
bracis-28431	160	5	if	if	SCONJ
bracis-28431	160	6	the	the	DET
bracis-28431	160	7	proposal	proposal	NOUN
bracis-28431	160	8	can	can	AUX
bracis-28431	160	9	be	be	AUX
bracis-28431	160	10	applied	apply	VERB
bracis-28431	160	11	independently	independently	ADV
bracis-28431	160	12	of	of	ADP
bracis-28431	160	13	the	the	DET
bracis-28431	160	14	local	local	ADJ
bracis-28431	160	15	,	,	PUNCT
bracis-28431	160	16	or	or	CCONJ
bracis-28431	160	17	if	if	SCONJ
bracis-28431	160	18	it	it	PRON
bracis-28431	160	19	requires	require	VERB
bracis-28431	160	20	small	small	ADJ
bracis-28431	160	21	(	(	PUNCT
bracis-28431	160	22	or	or	CCONJ
bracis-28431	160	23	large	large	ADJ
bracis-28431	160	24	)	)	PUNCT
bracis-28431	160	25	adjustments	adjustment	NOUN
bracis-28431	160	26	for	for	ADP
bracis-28431	160	27	better	well	ADJ
bracis-28431	160	28	performance	performance	NOUN
bracis-28431	160	29	.	.	PUNCT
bracis-28431	161	1	it	it	PRON
bracis-28431	161	2	is	be	AUX
bracis-28431	161	3	also	also	ADV
bracis-28431	161	4	intended	intend	VERB
bracis-28431	161	5	the	the	DET
bracis-28431	161	6	study	study	NOUN
bracis-28431	161	7	and	and	CCONJ
bracis-28431	161	8	application	application	NOUN
bracis-28431	161	9	of	of	ADP
bracis-28431	161	10	other	other	ADJ
bracis-28431	161	11	techniques	technique	NOUN
bracis-28431	161	12	of	of	ADP
bracis-28431	161	13	computational	computational	ADJ
bracis-28431	161	14	intelligence	intelligence	NOUN
bracis-28431	161	15	in	in	ADP
bracis-28431	161	16	order	order	NOUN
bracis-28431	161	17	to	to	PART
bracis-28431	161	18	compare	compare	VERB
bracis-28431	161	19	with	with	ADP
bracis-28431	161	20	fuzzy	fuzzy	ADJ
bracis-28431	161	21	logic	logic	NOUN
bracis-28431	161	22	.	.	PUNCT
bracis-28431	162	1	references	reference	NOUN
bracis-28431	162	2	almeida	almeida	PROPN
bracis-28431	162	3	,	,	PUNCT
bracis-28431	162	4	e.	e.	PROPN
bracis-28431	162	5	,	,	PUNCT
bracis-28431	162	6	et	et	PROPN
bracis-28431	162	7	al	al	PROPN
bracis-28431	162	8	.	.	PUNCT
bracis-28431	162	9	:	:	PUNCT
bracis-28431	162	10	energia	energia	PROPN
bracis-28431	162	11	solar	solar	PROPN
bracis-28431	162	12	fotovoltaica	fotovoltaica	PROPN
bracis-28431	162	13	:	:	PUNCT
bracis-28431	162	14	revisão	revisão	PROPN
bracis-28431	162	15	bibliográfica	bibliográfica	PROPN
bracis-28431	162	16	.	.	PUNCT
bracis-28431	163	1	engenharias	engenharia	VERB
bracis-28431	163	2	on	on	ADP
bracis-28431	163	3	-	-	PUNCT
bracis-28431	163	4	line	line	NOUN
bracis-28431	163	5	1(2	1(2	NUM
bracis-28431	163	6	)	)	PUNCT
bracis-28431	163	7	,	,	PUNCT
bracis-28431	163	8	21–33	21–33	NUM
bracis-28431	163	9	(	(	PUNCT
bracis-28431	163	10	2015	2015	NUM
bracis-28431	163	11	)	)	PUNCT
bracis-28431	163	12	.	.	PUNCT
bracis-28431	164	1	http://www.fumec.br/revistas/eol/article/view/3574/1911	http://www.fumec.br/revistas/eol/article/view/3574/1911	PROPN
bracis-28431	164	2	.	.	PROPN
bracis-28431	164	3	accessed	access	VERB
bracis-28431	164	4	11	11	NUM
bracis-28431	164	5	apr	apr	NOUN
bracis-28431	164	6	2023	2023	NUM
bracis-28431	164	7	aneel	aneel	NOUN
bracis-28431	164	8	.	.	PUNCT
bracis-28431	165	1	resolução	resolução	PROPN
bracis-28431	165	2	normativa	normativa	PROPN
bracis-28431	165	3	nº	nº	PROPN
bracis-28431	165	4	1000	1000	NUM
bracis-28431	165	5	.	.	PUNCT
bracis-28431	166	1	agência	agência	PROPN
bracis-28431	166	2	nacional	nacional	PROPN
bracis-28431	166	3	de	de	X
bracis-28431	166	4	energia	energia	PROPN
bracis-28431	166	5	elétrica	elétrica	PROPN
bracis-28431	166	6	.	.	PUNCT
bracis-28431	167	1	brasília	brasília	PROPN
bracis-28431	167	2	-	-	PUNCT
bracis-28431	167	3	df	df	PROPN
bracis-28431	167	4	,	,	PUNCT
bracis-28431	167	5	07	07	NUM
bracis-28431	167	6	de	de	X
bracis-28431	167	7	dezembro	dezembro	X
bracis-28431	167	8	de	de	X
bracis-28431	167	9	2021	2021	NUM
bracis-28431	167	10	.	.	PUNCT
bracis-28431	168	1	diário	diário	PROPN
bracis-28431	168	2	oficial	oficial	PROPN
bracis-28431	168	3	da	da	PROPN
bracis-28431	168	4	união	união	PROPN
bracis-28431	168	5	.	.	PUNCT
bracis-28431	169	1	https://www.in.gov.br/en/web/dou/-/resolucao-normativa-aneel-n-1.000-de-7-de-dezembro-de-2021-368359651	https://www.in.gov.br/en/web/dou/-/resolucao-normativa-aneel-n-1.000-de-7-de-dezembro-de-2021-368359651	PROPN
bracis-28431	169	2	.	.	PUNCT
bracis-28431	170	1	accessed	access	VERB
bracis-28431	170	2	6	6	NUM
bracis-28431	170	3	apr	apr	NOUN
bracis-28431	170	4	2023	2023	NUM
bracis-28431	170	5	arcos	arco	NOUN
bracis-28431	170	6	-	-	PUNCT
bracis-28431	170	7	aviles	aviles	PROPN
bracis-28431	170	8	,	,	PUNCT
bracis-28431	170	9	d.	d.	PROPN
bracis-28431	170	10	,	,	PUNCT
bracis-28431	170	11	et	et	PROPN
bracis-28431	170	12	al	al	PROPN
bracis-28431	170	13	.	.	PROPN
bracis-28431	170	14	:	:	PUNCT
bracis-28431	171	1	an	an	DET
bracis-28431	171	2	energy	energy	NOUN
bracis-28431	171	3	management	management	NOUN
bracis-28431	171	4	system	system	NOUN
bracis-28431	171	5	design	design	NOUN
bracis-28431	171	6	using	use	VERB
bracis-28431	171	7	fuzzy	fuzzy	ADJ
bracis-28431	171	8	logic	logic	NOUN
bracis-28431	171	9	control	control	NOUN
bracis-28431	171	10	:	:	PUNCT
bracis-28431	171	11	smoothing	smooth	VERB
bracis-28431	171	12	the	the	DET
bracis-28431	171	13	grid	grid	NOUN
bracis-28431	171	14	power	power	NOUN
bracis-28431	171	15	profile	profile	NOUN
bracis-28431	171	16	of	of	ADP
bracis-28431	171	17	a	a	DET
bracis-28431	171	18	residential	residential	ADJ
bracis-28431	171	19	electro	electro	ADJ
bracis-28431	171	20	-	-	PUNCT
bracis-28431	171	21	thermal	thermal	ADJ
bracis-28431	171	22	microgrid	microgrid	NOUN
bracis-28431	171	23	.	.	PUNCT
bracis-28431	172	1	ieee	ieee	NOUN
bracis-28431	172	2	access	access	NOUN
bracis-28431	172	3	9	9	NUM
bracis-28431	172	4	,	,	PUNCT
bracis-28431	172	5	25172–25188	25172–25188	NUM
bracis-28431	172	6	(	(	PUNCT
bracis-28431	172	7	2021	2021	NUM
bracis-28431	172	8	)	)	PUNCT
bracis-28431	172	9	article	article	NOUN
bracis-28431	172	10	  	  	SPACE
bracis-28431	172	11	google	google	PROPN
bracis-28431	172	12	scholar	scholar	NOUN
bracis-28431	172	13	  	  	SPACE
bracis-28431	172	14	balitskiy	balitskiy	NOUN
bracis-28431	172	15	,	,	PUNCT
bracis-28431	172	16	s.	s.	PROPN
bracis-28431	172	17	,	,	PUNCT
bracis-28431	172	18	bilan	bilan	PROPN
bracis-28431	172	19	,	,	PUNCT
bracis-28431	172	20	y.	y.	PROPN
bracis-28431	172	21	,	,	PUNCT
bracis-28431	172	22	strielkowski	strielkowski	NOUN
bracis-28431	172	23	,	,	PUNCT
bracis-28431	172	24	w.	w.	PROPN
bracis-28431	172	25	,	,	PUNCT
bracis-28431	172	26	streimikiene	streimikiene	NOUN
bracis-28431	172	27	,	,	PUNCT
bracis-28431	172	28	d.	d.	NOUN
bracis-28431	172	29	:	:	PUNCT
bracis-28431	172	30	energy	energy	NOUN
bracis-28431	172	31	efficiency	efficiency	NOUN
bracis-28431	172	32	and	and	CCONJ
bracis-28431	172	33	natural	natural	ADJ
bracis-28431	172	34	gas	gas	NOUN
bracis-28431	172	35	consumption	consumption	NOUN
bracis-28431	172	36	in	in	ADP
bracis-28431	172	37	the	the	DET
bracis-28431	172	38	context	context	NOUN
bracis-28431	172	39	of	of	ADP
bracis-28431	172	40	economic	economic	ADJ
bracis-28431	172	41	development	development	NOUN
bracis-28431	172	42	in	in	ADP
bracis-28431	172	43	the	the	DET
bracis-28431	172	44	european	european	PROPN
bracis-28431	172	45	union	union	PROPN
bracis-28431	172	46	.	.	PUNCT
bracis-28431	173	1	renew	renew	VERB
bracis-28431	173	2	.	.	PUNCT
bracis-28431	174	1	sustain	sustain	VERB
bracis-28431	174	2	.	.	PUNCT
bracis-28431	175	1	energy	energy	NOUN
bracis-28431	175	2	rev	rev	VERB
bracis-28431	175	3	.	.	PROPN
bracis-28431	175	4	55	55	NUM
bracis-28431	175	5	,	,	PUNCT
bracis-28431	175	6	156–168	156–168	NUM
bracis-28431	175	7	(	(	PUNCT
bracis-28431	175	8	2016	2016	NUM
bracis-28431	175	9	)	)	PUNCT
bracis-28431	175	10	google	google	PROPN
bracis-28431	175	11	scholar	scholar	NOUN
bracis-28431	175	12	  	  	SPACE
bracis-28431	175	13	dhar	dhar	PROPN
bracis-28431	175	14	,	,	PUNCT
bracis-28431	175	15	r.k	r.k	PROPN
bracis-28431	175	16	.	.	PROPN
bracis-28431	175	17	,	,	PUNCT
bracis-28431	175	18	et	et	PROPN
bracis-28431	175	19	al	al	PROPN
bracis-28431	175	20	.	.	PUNCT
bracis-28431	175	21	:	:	PUNCT
bracis-28431	176	1	power	power	NOUN
bracis-28431	176	2	balance	balance	NOUN
bracis-28431	176	3	modes	mode	NOUN
bracis-28431	176	4	and	and	CCONJ
bracis-28431	176	5	dynamic	dynamic	ADJ
bracis-28431	176	6	grid	grid	NOUN
bracis-28431	176	7	power	power	NOUN
bracis-28431	176	8	flow	flow	NOUN
bracis-28431	176	9	in	in	ADP
bracis-28431	176	10	solar	solar	ADJ
bracis-28431	176	11	pv	pv	NOUN
bracis-28431	176	12	and	and	CCONJ
bracis-28431	176	13	battery	battery	NOUN
bracis-28431	176	14	storage	storage	NOUN
bracis-28431	176	15	experimental	experimental	ADJ
bracis-28431	176	16	dc	dc	PROPN
bracis-28431	176	17	-	-	PUNCT
bracis-28431	176	18	link	link	NOUN
bracis-28431	176	19	microgrid	microgrid	NOUN
bracis-28431	176	20	.	.	PUNCT
bracis-28431	177	1	ieee	ieee	NOUN
bracis-28431	177	2	access	access	NOUN
bracis-28431	177	3	8	8	NUM
bracis-28431	177	4	,	,	PUNCT
bracis-28431	177	5	219847–219858	219847–219858	NUM
bracis-28431	177	6	(	(	PUNCT
bracis-28431	177	7	2020	2020	NUM
bracis-28431	177	8	)	)	PUNCT
bracis-28431	177	9	article	article	NOUN
bracis-28431	177	10	  	  	SPACE
bracis-28431	177	11	google	google	PROPN
bracis-28431	177	12	scholar	scholar	NOUN
bracis-28431	177	13	  	  	SPACE
bracis-28431	177	14	epe	epe	PROPN
bracis-28431	177	15	,	,	PUNCT
bracis-28431	177	16	empresa	empresa	PROPN
bracis-28431	177	17	de	de	PROPN
bracis-28431	177	18	pesquisa	pesquisa	PROPN
bracis-28431	177	19	energética	energética	PROPN
bracis-28431	177	20	(	(	PUNCT
bracis-28431	177	21	brasil	brasil	PROPN
bracis-28431	177	22	)	)	PUNCT
bracis-28431	177	23	.	.	PUNCT
bracis-28431	178	1	balanço	balanço	PROPN
bracis-28431	178	2	energético	energético	PROPN
bracis-28431	178	3	nacional	nacional	ADJ
bracis-28431	178	4	:	:	PUNCT
bracis-28431	178	5	relatório	relatório	PROPN
bracis-28431	178	6	final	final	ADJ
bracis-28431	178	7	,	,	PUNCT
bracis-28431	178	8	ano	ano	PROPN
bracis-28431	178	9	base	base	NOUN
bracis-28431	178	10	2021	2021	NUM
bracis-28431	178	11	,	,	PUNCT
bracis-28431	178	12	p.	p.	NOUN
bracis-28431	178	13	264	264	NUM
bracis-28431	178	14	.	.	PUNCT
bracis-28431	178	15	ministério	ministério	PROPN
bracis-28431	178	16	de	de	X
bracis-28431	178	17	minas	minas	PROPN
bracis-28431	178	18	e	e	X
bracis-28431	178	19	energia	energia	NOUN
bracis-28431	178	20	,	,	PUNCT
bracis-28431	178	21	rio	rio	PROPN
bracis-28431	178	22	de	de	PROPN
bracis-28431	178	23	janeiro	janeiro	PROPN
bracis-28431	178	24	(	(	PUNCT
bracis-28431	178	25	2022	2022	NUM
bracis-28431	178	26	)	)	PUNCT
bracis-28431	178	27	.	.	PUNCT
bracis-28431	179	1	https://www.epe.gov.br/pt/publicacoes-dados-abertos/publicacoes/balanco-energetico-nacional-2022	https://www.epe.gov.br/pt/publicacoes-dados-abertos/publicacoes/balanco-energetico-nacional-2022	NOUN
bracis-28431	179	2	.	.	PUNCT
bracis-28431	180	1	accessed	access	VERB
bracis-28431	180	2	7	7	NUM
bracis-28431	180	3	apr	apr	NOUN
bracis-28431	180	4	2023	2023	NUM
bracis-28431	180	5	equatorial	equatorial	ADJ
bracis-28431	180	6	energia	energia	NOUN
bracis-28431	180	7	.	.	PUNCT
bracis-28431	181	1	cartilha	cartilha	PROPN
bracis-28431	181	2	online	online	ADV
bracis-28431	181	3	:	:	PUNCT
bracis-28431	181	4	tarifa	tarifa	PROPN
bracis-28431	181	5	branca	branca	NOUN
bracis-28431	181	6	(	(	PUNCT
bracis-28431	181	7	2019	2019	NUM
bracis-28431	181	8	)	)	PUNCT
bracis-28431	181	9	.	.	PUNCT
bracis-28431	182	1	https://pa.equatorialenergia.com.br/wp-content/uploads/2019/12/cartilha-online-pa.pdf	https://pa.equatorialenergia.com.br/wp-content/uploads/2019/12/cartilha-online-pa.pdf	PROPN
bracis-28431	182	2	.	.	PROPN
bracis-28431	183	1	accessed	access	VERB
bracis-28431	183	2	6	6	NUM
bracis-28431	183	3	apr	apr	NOUN
bracis-28431	183	4	2023	2023	NUM
bracis-28431	183	5	how	how	SCONJ
bracis-28431	183	6	solar	solar	ADJ
bracis-28431	183	7	power	power	NOUN
bracis-28431	183	8	works	work	VERB
bracis-28431	183	9	on	on	ADP
bracis-28431	183	10	-	-	PUNCT
bracis-28431	183	11	grid	grid	NOUN
bracis-28431	183	12	,	,	PUNCT
bracis-28431	183	13	off	off	ADP
bracis-28431	183	14	-	-	PUNCT
bracis-28431	183	15	grid	grid	NOUN
bracis-28431	183	16	and	and	CCONJ
bracis-28431	183	17	hybrid	hybrid	NOUN
bracis-28431	183	18	systems	system	NOUN
bracis-28431	183	19	;	;	PUNCT
bracis-28431	183	20	clean	clean	ADJ
bracis-28431	183	21	energy	energy	NOUN
bracis-28431	183	22	reviews	review	NOUN
bracis-28431	183	23	.	.	PUNCT
bracis-28431	184	1	https://www.cleanenergyreviews.info/blog/2014/5/4/how-solar-works	https://www.cleanenergyreviews.info/blog/2014/5/4/how-solar-works	X
bracis-28431	184	2	.	.	PUNCT
bracis-28431	184	3	accessed	access	VERB
bracis-28431	184	4	2	2	NUM
bracis-28431	184	5	apr	apr	NOUN
bracis-28431	184	6	2023	2023	NUM
bracis-28431	184	7	ieee	ieee	NOUN
bracis-28431	184	8	-	-	PUNCT
bracis-28431	184	9	pes	pes	PROPN
bracis-28431	184	10	-	-	PUNCT
bracis-28431	184	11	iss	iss	NOUN
bracis-28431	184	12	.	.	PUNCT
bracis-28431	185	1	open	open	ADJ
bracis-28431	185	2	data	datum	NOUN
bracis-28431	185	3	sets	set	NOUN
bracis-28431	185	4	.	.	PUNCT
bracis-28431	186	1	http://sites.ieee.org/pes-iss/data-sets/.	http://sites.ieee.org/pes-iss/data-sets/.	NOUN
bracis-28431	186	2	accessed	access	VERB
bracis-28431	186	3	6	6	NUM
bracis-28431	186	4	apr	apr	NOUN
bracis-28431	186	5	2023	2023	NUM
bracis-28431	186	6	jafari	jafari	NOUN
bracis-28431	186	7	,	,	PUNCT
bracis-28431	186	8	m.	m.	NOUN
bracis-28431	186	9	,	,	PUNCT
bracis-28431	186	10	et	et	PROPN
bracis-28431	186	11	al	al	PROPN
bracis-28431	186	12	.	.	PUNCT
bracis-28431	186	13	:	:	PUNCT
bracis-28431	187	1	development	development	NOUN
bracis-28431	187	2	of	of	ADP
bracis-28431	187	3	a	a	DET
bracis-28431	187	4	fuzzy	fuzzy	ADJ
bracis-28431	187	5	-	-	PUNCT
bracis-28431	187	6	logic	logic	NOUN
bracis-28431	187	7	-	-	PUNCT
bracis-28431	187	8	based	base	VERB
bracis-28431	187	9	energy	energy	NOUN
bracis-28431	187	10	management	management	NOUN
bracis-28431	187	11	system	system	NOUN
bracis-28431	187	12	for	for	ADP
bracis-28431	187	13	a	a	DET
bracis-28431	187	14	multiport	multiport	ADJ
bracis-28431	187	15	multioperation	multioperation	NOUN
bracis-28431	187	16	mode	mode	NOUN
bracis-28431	187	17	residential	residential	ADJ
bracis-28431	187	18	smart	smart	ADJ
bracis-28431	187	19	microgrid	microgrid	NOUN
bracis-28431	187	20	.	.	PUNCT
bracis-28431	188	1	ieee	ieee	PROPN
bracis-28431	188	2	trans	trans	PROPN
bracis-28431	188	3	.	.	PUNCT
bracis-28431	189	1	power	power	NOUN
bracis-28431	189	2	electron	electron	NOUN
bracis-28431	189	3	.	.	PUNCT
bracis-28431	190	1	34(4	34(4	NUM
bracis-28431	190	2	)	)	PUNCT
bracis-28431	190	3	,	,	PUNCT
bracis-28431	190	4	3283–3301	3283–3301	NUM
bracis-28431	190	5	(	(	PUNCT
bracis-28431	190	6	2019	2019	NUM
bracis-28431	190	7	)	)	PUNCT
bracis-28431	190	8	article	article	NOUN
bracis-28431	190	9	  	  	SPACE
bracis-28431	190	10	google	google	PROPN
bracis-28431	190	11	scholar	scholar	NOUN
bracis-28431	190	12	  	  	SPACE
bracis-28431	190	13	lopes	lopes	PROPN
bracis-28431	190	14	,	,	PUNCT
bracis-28431	190	15	i.l	i.l	PROPN
bracis-28431	190	16	.	.	PROPN
bracis-28431	190	17	,	,	PUNCT
bracis-28431	190	18	santos	santos	PROPN
bracis-28431	190	19	,	,	PUNCT
bracis-28431	190	20	f.a.o	f.a.o	PROPN
bracis-28431	190	21	.	.	PROPN
bracis-28431	190	22	,	,	PUNCT
bracis-28431	190	23	pinheiro	pinheiro	PROPN
bracis-28431	190	24	,	,	PUNCT
bracis-28431	190	25	c.a.m	c.a.m	ADJ
bracis-28431	190	26	.	.	PUNCT
bracis-28431	190	27	:	:	PUNCT
bracis-28431	190	28	inteligência	inteligência	PROPN
bracis-28431	190	29	artificial	artificial	PROPN
bracis-28431	190	30	,	,	PUNCT
bracis-28431	190	31	1st	1st	ADJ
bracis-28431	190	32	edn	edn	NOUN
bracis-28431	190	33	.	.	PUNCT
bracis-28431	191	1	elsevier	elsevier	PROPN
bracis-28431	191	2	editora	editora	PROPN
bracis-28431	191	3	,	,	PUNCT
bracis-28431	191	4	rio	rio	PROPN
bracis-28431	191	5	de	de	PROPN
bracis-28431	191	6	janeiro	janeiro	PROPN
bracis-28431	191	7	(	(	PUNCT
bracis-28431	191	8	2014	2014	NUM
bracis-28431	191	9	)	)	PUNCT
bracis-28431	191	10	google	google	PROPN
bracis-28431	191	11	scholar	scholar	NOUN
bracis-28431	191	12	  	  	SPACE
bracis-28431	191	13	mansiri	mansiri	NOUN
bracis-28431	191	14	,	,	PUNCT
bracis-28431	191	15	k.	k.	PROPN
bracis-28431	191	16	,	,	PUNCT
bracis-28431	191	17	sukchai	sukchai	PROPN
bracis-28431	191	18	,	,	PUNCT
bracis-28431	191	19	s.	s.	PROPN
bracis-28431	191	20	,	,	PUNCT
bracis-28431	191	21	sirisamphanwong	sirisamphanwong	PROPN
bracis-28431	191	22	,	,	PUNCT
bracis-28431	191	23	c.	c.	NOUN
bracis-28431	191	24	:	:	PUNCT
bracis-28431	191	25	fuzzy	fuzzy	ADJ
bracis-28431	191	26	control	control	NOUN
bracis-28431	191	27	algorithm	algorithm	NOUN
bracis-28431	191	28	for	for	ADP
bracis-28431	191	29	battery	battery	NOUN
bracis-28431	191	30	storage	storage	NOUN
bracis-28431	191	31	and	and	CCONJ
bracis-28431	191	32	demand	demand	NOUN
bracis-28431	191	33	side	side	NOUN
bracis-28431	191	34	power	power	NOUN
bracis-28431	191	35	management	management	NOUN
bracis-28431	191	36	for	for	ADP
bracis-28431	191	37	economic	economic	ADJ
bracis-28431	191	38	operation	operation	NOUN
bracis-28431	191	39	of	of	ADP
bracis-28431	191	40	the	the	DET
bracis-28431	191	41	smart	smart	ADJ
bracis-28431	191	42	grid	grid	NOUN
bracis-28431	191	43	system	system	NOUN
bracis-28431	191	44	at	at	ADP
bracis-28431	191	45	naresuan	naresuan	PROPN
bracis-28431	191	46	university	university	PROPN
bracis-28431	191	47	,	,	PUNCT
bracis-28431	191	48	thailand	thailand	PROPN
bracis-28431	191	49	.	.	PUNCT
bracis-28431	192	1	ieee	ieee	PROPN
bracis-28431	192	2	access	access	NOUN
bracis-28431	192	3	6	6	NUM
bracis-28431	192	4	,	,	PUNCT
bracis-28431	192	5	32440–32449	32440–32449	NUM
bracis-28431	192	6	(	(	PUNCT
bracis-28431	192	7	2018	2018	NUM
bracis-28431	192	8	)	)	PUNCT
bracis-28431	192	9	article	article	NOUN
bracis-28431	192	10	  	  	SPACE
bracis-28431	192	11	google	google	PROPN
bracis-28431	192	12	scholar	scholar	NOUN
bracis-28431	192	13	  	  	SPACE
bracis-28431	192	14	mckinney	mckinney	PROPN
bracis-28431	192	15	,	,	PUNCT
bracis-28431	192	16	w.	w.	PROPN
bracis-28431	192	17	:	:	PUNCT
bracis-28431	192	18	python	python	PROPN
bracis-28431	192	19	for	for	ADP
bracis-28431	192	20	data	data	NOUN
bracis-28431	192	21	analysis	analysis	NOUN
bracis-28431	192	22	,	,	PUNCT
bracis-28431	192	23	3rd	3rd	NOUN
bracis-28431	192	24	.	.	PUNCT
bracis-28431	193	1	edn	edn	NOUN
bracis-28431	193	2	.	.	PUNCT
bracis-28431	194	1	o’reilly	o’reilly	ADV
bracis-28431	194	2	media	medium	NOUN
bracis-28431	194	3	,	,	PUNCT
bracis-28431	194	4	inc	inc	PROPN
bracis-28431	194	5	.	.	PROPN
bracis-28431	194	6	,	,	PUNCT
bracis-28431	194	7	sebastopol	sebastopol	NOUN
bracis-28431	194	8	(	(	PUNCT
bracis-28431	194	9	2022	2022	NUM
bracis-28431	194	10	)	)	PUNCT
bracis-28431	194	11	google	google	PROPN
bracis-28431	194	12	scholar	scholar	NOUN
bracis-28431	194	13	  	  	SPACE
bracis-28431	194	14	peña	peña	PROPN
bracis-28431	194	15	-	-	PUNCT
bracis-28431	194	16	aguirre	aguirre	PROPN
bracis-28431	194	17	,	,	PUNCT
bracis-28431	194	18	j.c	j.c	PROPN
bracis-28431	194	19	.	.	PROPN
bracis-28431	194	20	,	,	PUNCT
bracis-28431	194	21	et	et	PROPN
bracis-28431	194	22	al	al	PROPN
bracis-28431	194	23	.	.	PUNCT
bracis-28431	194	24	:	:	PUNCT
bracis-28431	195	1	fuzzy	fuzzy	ADJ
bracis-28431	195	2	logic	logic	NOUN
bracis-28431	195	3	power	power	NOUN
bracis-28431	195	4	management	management	NOUN
bracis-28431	195	5	strategy	strategy	NOUN
bracis-28431	195	6	for	for	ADP
bracis-28431	195	7	a	a	DET
bracis-28431	195	8	residential	residential	ADJ
bracis-28431	195	9	dc	dc	PROPN
bracis-28431	195	10	-	-	PUNCT
bracis-28431	195	11	microgrid	microgrid	PROPN
bracis-28431	195	12	.	.	PUNCT
bracis-28431	196	1	ieee	ieee	NOUN
bracis-28431	196	2	access	access	NOUN
bracis-28431	196	3	8	8	NUM
bracis-28431	196	4	,	,	PUNCT
bracis-28431	196	5	116733–116743	116733–116743	NUM
bracis-28431	196	6	(	(	PUNCT
bracis-28431	196	7	2020	2020	NUM
bracis-28431	196	8	)	)	PUNCT
bracis-28431	196	9	article	article	NOUN
bracis-28431	196	10	  	  	SPACE
bracis-28431	196	11	google	google	PROPN
bracis-28431	196	12	scholar	scholar	NOUN
bracis-28431	196	13	  	  	SPACE
bracis-28431	196	14	simões	simões	PROPN
bracis-28431	196	15	-	-	PUNCT
bracis-28431	196	16	moreira	moreira	PROPN
bracis-28431	196	17	,	,	PUNCT
bracis-28431	196	18	j.r	j.r	PROPN
bracis-28431	196	19	.	.	PROPN
bracis-28431	196	20	,	,	PUNCT
bracis-28431	196	21	et	et	PROPN
bracis-28431	196	22	al	al	PROPN
bracis-28431	196	23	.	.	PUNCT
bracis-28431	196	24	:	:	PUNCT
bracis-28431	197	1	energias	energias	PROPN
bracis-28431	197	2	renováveis	renováveis	PROPN
bracis-28431	197	3	,	,	PUNCT
bracis-28431	197	4	geração	geração	NOUN
bracis-28431	197	5	distribuída	distribuída	VERB
bracis-28431	197	6	e	e	PROPN
bracis-28431	197	7	eficiência	eficiência	NOUN
bracis-28431	197	8	energética	energética	PROPN
bracis-28431	197	9	.	.	PUNCT
bracis-28431	198	1	[	[	X
bracis-28431	198	2	s.l	s.l	ADJ
bracis-28431	198	3	:	:	PUNCT
bracis-28431	198	4	s.n	s.n	PROPN
bracis-28431	198	5	.	.	PROPN
bracis-28431	198	6	]	]	X
bracis-28431	199	1	(	(	PUNCT
bracis-28431	199	2	2017	2017	NUM
bracis-28431	199	3	)	)	PUNCT
bracis-28431	199	4	google	google	PROPN
bracis-28431	199	5	scholar	scholar	NOUN
bracis-28431	199	6	  	  	SPACE
bracis-28431	199	7	singh	singh	PROPN
bracis-28431	199	8	,	,	PUNCT
bracis-28431	199	9	h.	h.	PROPN
bracis-28431	199	10	,	,	PUNCT
bracis-28431	199	11	lone	lone	PROPN
bracis-28431	199	12	,	,	PUNCT
bracis-28431	199	13	y.a	y.a	PROPN
bracis-28431	199	14	.	.	PROPN
bracis-28431	199	15	:	:	PUNCT
bracis-28431	200	1	deep	deep	ADJ
bracis-28431	200	2	neuro	neuro	NOUN
bracis-28431	200	3	-	-	PUNCT
bracis-28431	200	4	fuzzy	fuzzy	ADJ
bracis-28431	200	5	systems	system	NOUN
bracis-28431	200	6	with	with	ADP
bracis-28431	200	7	python	python	PROPN
bracis-28431	200	8	,	,	PUNCT
bracis-28431	200	9	1st	1st	ADJ
bracis-28431	200	10	edn	edn	PROPN
bracis-28431	200	11	.	.	PUNCT
bracis-28431	201	1	apress	apress	PROPN
bracis-28431	201	2	,	,	PUNCT
bracis-28431	201	3	berlin	berlin	PROPN
bracis-28431	201	4	(	(	PUNCT
bracis-28431	201	5	2019	2019	NUM
bracis-28431	201	6	)	)	PUNCT
bracis-28431	201	7	google	google	PROPN
bracis-28431	201	8	scholar	scholar	NOUN
bracis-28431	201	9	  	  	SPACE
bracis-28431	201	10	sousa	sousa	NOUN
bracis-28431	201	11	,	,	PUNCT
bracis-28431	201	12	m.	m.	NOUN
bracis-28431	201	13	,	,	PUNCT
bracis-28431	201	14	saraiva	saraiva	PROPN
bracis-28431	201	15	,	,	PUNCT
bracis-28431	201	16	f.	f.	PROPN
bracis-28431	201	17	:	:	PUNCT
bracis-28431	201	18	a	a	DET
bracis-28431	201	19	fuzzy	fuzzy	ADJ
bracis-28431	201	20	system	system	NOUN
bracis-28431	201	21	applied	apply	VERB
bracis-28431	201	22	to	to	ADP
bracis-28431	201	23	photovoltaic	photovoltaic	NOUN
bracis-28431	201	24	generator	generator	NOUN
bracis-28431	201	25	management	management	NOUN
bracis-28431	201	26	aimed	aim	VERB
bracis-28431	201	27	to	to	PART
bracis-28431	201	28	reduce	reduce	VERB
bracis-28431	201	29	electricity	electricity	NOUN
bracis-28431	201	30	bill	bill	NOUN
bracis-28431	201	31	.	.	PUNCT
bracis-28431	202	1	in	in	ADP
bracis-28431	202	2	:	:	PUNCT
bracis-28431	202	3	moura	moura	PROPN
bracis-28431	202	4	oliveira	oliveira	PROPN
bracis-28431	202	5	,	,	PUNCT
bracis-28431	202	6	p.	p.	PROPN
bracis-28431	202	7	,	,	PUNCT
bracis-28431	202	8	novais	novais	PROPN
bracis-28431	202	9	,	,	PUNCT
bracis-28431	202	10	p.	p.	NOUN
bracis-28431	202	11	,	,	PUNCT
bracis-28431	202	12	reis	reis	NOUN
bracis-28431	202	13	,	,	PUNCT
bracis-28431	202	14	l.	l.	PROPN
bracis-28431	202	15	(	(	PUNCT
bracis-28431	202	16	eds	eds	PROPN
bracis-28431	202	17	.	.	PUNCT
bracis-28431	202	18	)	)	PUNCT
bracis-28431	202	19	progress	progress	NOUN
bracis-28431	202	20	in	in	ADP
bracis-28431	202	21	artificial	artificial	ADJ
bracis-28431	202	22	intelligence	intelligence	NOUN
bracis-28431	202	23	,	,	PUNCT
bracis-28431	202	24	epia	epia	ADJ
bracis-28431	202	25	2019	2019	NUM
bracis-28431	202	26	.	.	PUNCT
bracis-28431	203	1	lncs	lncs	PROPN
bracis-28431	203	2	,	,	PUNCT
bracis-28431	203	3	vol	vol	NOUN
bracis-28431	203	4	.	.	PUNCT
bracis-28431	203	5	11804	11804	NUM
bracis-28431	203	6	,	,	PUNCT
bracis-28431	203	7	pp	pp	ADJ
bracis-28431	203	8	.	.	PUNCT
bracis-28431	204	1	450–461	450–461	NUM
bracis-28431	204	2	.	.	PUNCT
bracis-28431	204	3	springer	springer	NOUN
bracis-28431	204	4	,	,	PUNCT
bracis-28431	204	5	cham	cham	PROPN
bracis-28431	204	6	(	(	PUNCT
bracis-28431	204	7	2017	2017	NUM
bracis-28431	204	8	)	)	PUNCT
bracis-28431	204	9	.	.	PUNCT
bracis-28431	205	1	https://doi.org/10.1007/978-3-030-30241-2_38	https://doi.org/10.1007/978-3-030-30241-2_38	PROPN
bracis-28431	205	2	wang	wang	PROPN
bracis-28431	205	3	,	,	PUNCT
bracis-28431	205	4	l.	l.	PROPN
bracis-28431	205	5	:	:	PUNCT
bracis-28431	205	6	a	a	DET
bracis-28431	205	7	course	course	NOUN
bracis-28431	205	8	in	in	ADP
bracis-28431	205	9	fuzzy	fuzzy	ADJ
bracis-28431	205	10	systems	system	NOUN
bracis-28431	205	11	and	and	CCONJ
bracis-28431	205	12	control	control	NOUN
bracis-28431	205	13	.	.	PUNCT
bracis-28431	206	1	prentice	prentice	NOUN
bracis-28431	206	2	-	-	PUNCT
bracis-28431	206	3	hall	hall	PROPN
bracis-28431	206	4	inc	inc	PROPN
bracis-28431	206	5	.	.	PROPN
bracis-28431	206	6	,	,	PUNCT
bracis-28431	206	7	international	international	PROPN
bracis-28431	206	8	edition	edition	NOUN
bracis-28431	206	9	,	,	PUNCT
bracis-28431	206	10	upper	upper	ADJ
bracis-28431	206	11	saddle	saddle	NOUN
bracis-28431	206	12	river	river	NOUN
bracis-28431	206	13	(	(	PUNCT
bracis-28431	206	14	1997	1997	NUM
bracis-28431	206	15	)	)	PUNCT
bracis-28431	206	16	google	google	PROPN
bracis-28431	206	17	scholar	scholar	NOUN
bracis-28431	206	18	  	  	SPACE
bracis-28431	206	19	zhao	zhao	PROPN
bracis-28431	206	20	,	,	PUNCT
bracis-28431	206	21	h.	h.	PROPN
bracis-28431	206	22	,	,	PUNCT
bracis-28431	206	23	et	et	PROPN
bracis-28431	206	24	al	al	PROPN
bracis-28431	206	25	.	.	PUNCT
bracis-28431	206	26	:	:	PUNCT
bracis-28431	207	1	fuzzy	fuzzy	ADJ
bracis-28431	207	2	logic	logic	NOUN
bracis-28431	207	3	based	base	VERB
bracis-28431	207	4	coordinated	coordinated	ADJ
bracis-28431	207	5	control	control	NOUN
bracis-28431	207	6	of	of	ADP
bracis-28431	207	7	battery	battery	NOUN
bracis-28431	207	8	energy	energy	NOUN
bracis-28431	207	9	storage	storage	NOUN
bracis-28431	207	10	system	system	NOUN
bracis-28431	207	11	and	and	CCONJ
bracis-28431	207	12	dispatchable	dispatchable	ADJ
bracis-28431	207	13	distributed	distribute	VERB
bracis-28431	207	14	generation	generation	NOUN
bracis-28431	207	15	for	for	ADP
bracis-28431	207	16	microgrid	microgrid	NOUN
bracis-28431	207	17	.	.	PUNCT
bracis-28431	208	1	j.	j.	PROPN
bracis-28431	208	2	mod	mod	PROPN
bracis-28431	208	3	.	.	PUNCT
bracis-28431	208	4	power	power	PROPN
bracis-28431	208	5	syst	syst	PROPN
bracis-28431	208	6	.	.	PUNCT
bracis-28431	209	1	clean	clean	ADJ
bracis-28431	209	2	energy	energy	NOUN
bracis-28431	209	3	3(3	3(3	NUM
bracis-28431	209	4	)	)	PUNCT
bracis-28431	209	5	,	,	PUNCT
bracis-28431	209	6	422–428	422–428	NUM
bracis-28431	209	7	(	(	PUNCT
bracis-28431	209	8	2015	2015	NUM
bracis-28431	209	9	)	)	PUNCT
bracis-28431	209	10	google	google	NOUN
bracis-28431	209	11	scholar	scholar	NOUN
bracis-28431	209	12	  	  	SPACE
bracis-28431	209	13	download	download	NOUN
bracis-28431	209	14	references	reference	NOUN
bracis-28431	209	15	author	author	NOUN
bracis-28431	209	16	information	information	NOUN
bracis-28431	209	17	authors	author	NOUN
bracis-28431	209	18	and	and	CCONJ
bracis-28431	209	19	affiliations	affiliation	NOUN
bracis-28431	209	20	institute	institute	PROPN
bracis-28431	209	21	of	of	ADP
bracis-28431	209	22	exacts	exact	NOUN
bracis-28431	209	23	and	and	CCONJ
bracis-28431	209	24	natural	natural	ADJ
bracis-28431	209	25	sciences	science	NOUN
bracis-28431	209	26	,	,	PUNCT
bracis-28431	209	27	federal	federal	ADJ
bracis-28431	209	28	university	university	PROPN
bracis-28431	209	29	of	of	ADP
bracis-28431	209	30	pará	pará	PROPN
bracis-28431	209	31	,	,	PUNCT
bracis-28431	209	32	belém	belém	NOUN
bracis-28431	209	33	,	,	PUNCT
bracis-28431	209	34	pará	pará	PROPN
bracis-28431	209	35	,	,	PUNCT
bracis-28431	209	36	brazil	brazil	PROPN
bracis-28431	209	37	raimunda	raimunda	PROPN
bracis-28431	209	38	branco	branco	PROPN
bracis-28431	209	39	 	 	SPACE
bracis-28431	209	40	&	&	CCONJ
bracis-28431	209	41	 	 	SPACE
bracis-28431	209	42	filipe	filipe	PROPN
bracis-28431	209	43	saraiva	saraiva	PROPN
bracis-28431	209	44	authors	author	NOUN
bracis-28431	209	45	raimunda	raimunda	PROPN
bracis-28431	209	46	brancoview	brancoview	PROPN
bracis-28431	209	47	author	author	NOUN
bracis-28431	209	48	publications	publication	VERB
bracis-28431	209	49	search	search	NOUN
bracis-28431	209	50	author	author	NOUN
bracis-28431	209	51	on	on	ADP
bracis-28431	209	52	:	:	PUNCT
bracis-28431	209	53	pubmed	pubmed	PROPN
bracis-28431	209	54	 	 	SPACE
bracis-28431	209	55	google	google	PROPN
bracis-28431	209	56	scholar	scholar	PROPN
bracis-28431	209	57	filipe	filipe	PROPN
bracis-28431	209	58	saraivaview	saraivaview	PROPN
bracis-28431	209	59	author	author	NOUN
bracis-28431	209	60	publications	publication	NOUN
bracis-28431	209	61	search	search	NOUN
bracis-28431	209	62	author	author	NOUN
bracis-28431	209	63	on	on	ADP
bracis-28431	209	64	:	:	PUNCT
bracis-28431	209	65	pubmed	pubmed	PROPN
bracis-28431	209	66	 	 	SPACE
bracis-28431	209	67	google	google	PROPN
bracis-28431	209	68	scholar	scholar	NOUN
bracis-28431	209	69	corresponding	correspond	VERB
bracis-28431	209	70	author	author	NOUN
bracis-28431	209	71	correspondence	correspondence	NOUN
bracis-28431	209	72	to	to	ADP
bracis-28431	209	73	raimunda	raimunda	PROPN
bracis-28431	209	74	branco	branco	PROPN
bracis-28431	209	75	.	.	PUNCT
bracis-28431	210	1	editor	editor	NOUN
bracis-28431	210	2	information	information	NOUN
bracis-28431	210	3	editors	editor	NOUN
bracis-28431	210	4	and	and	CCONJ
bracis-28431	210	5	affiliations	affiliation	NOUN
bracis-28431	210	6	federal	federal	PROPN
bracis-28431	210	7	university	university	PROPN
bracis-28431	210	8	of	of	ADP
bracis-28431	210	9	são	são	PROPN
bracis-28431	210	10	carlos	carlos	PROPN
bracis-28431	210	11	,	,	PUNCT
bracis-28431	210	12	são	são	PROPN
bracis-28431	210	13	carlos	carlos	PROPN
bracis-28431	210	14	,	,	PUNCT
bracis-28431	210	15	brazil	brazil	PROPN
bracis-28431	210	16	murilo	murilo	PROPN
bracis-28431	210	17	c.	c.	PROPN
bracis-28431	210	18	naldi	naldi	PROPN
bracis-28431	210	19	centro	centro	PROPN
bracis-28431	210	20	universitario	universitario	PROPN
bracis-28431	210	21	da	da	PROPN
bracis-28431	210	22	fei	fei	PROPN
bracis-28431	210	23	,	,	PUNCT
bracis-28431	210	24	são	são	PROPN
bracis-28431	210	25	bernardo	bernardo	PROPN
bracis-28431	210	26	do	do	AUX
bracis-28431	210	27	campo	campo	PROPN
bracis-28431	210	28	,	,	PUNCT
bracis-28431	210	29	brazil	brazil	PROPN
bracis-28431	210	30	reinaldo	reinaldo	PROPN
bracis-28431	210	31	a.	a.	PROPN
bracis-28431	210	32	c.	c.	PROPN
bracis-28431	210	33	bianchi	bianchi	PROPN
bracis-28431	210	34	rights	right	NOUN
bracis-28431	210	35	and	and	CCONJ
bracis-28431	210	36	permissions	permission	NOUN
bracis-28431	210	37	reprints	reprint	NOUN
bracis-28431	210	38	and	and	CCONJ
bracis-28431	210	39	permissions	permission	VERB
bracis-28431	210	40	copyright	copyright	NOUN
bracis-28431	210	41	information	information	NOUN
bracis-28431	210	42	©	©	ADP
bracis-28431	210	43	2023	2023	NUM
bracis-28431	210	44	the	the	DET
bracis-28431	210	45	author(s	author(s	NOUN
bracis-28431	210	46	)	)	PUNCT
bracis-28431	210	47	,	,	PUNCT
bracis-28431	210	48	under	under	ADP
bracis-28431	210	49	exclusive	exclusive	ADJ
bracis-28431	210	50	license	license	NOUN
bracis-28431	210	51	to	to	ADP
bracis-28431	210	52	springer	springer	NOUN
bracis-28431	210	53	nature	nature	PROPN
bracis-28431	210	54	switzerland	switzerland	PROPN
bracis-28431	210	55	ag	ag	PROPN
bracis-28431	210	56	about	about	ADP
bracis-28431	210	57	this	this	DET
bracis-28431	210	58	paper	paper	NOUN
bracis-28431	210	59	cite	cite	VERB
bracis-28431	210	60	this	this	DET
bracis-28431	210	61	paper	paper	NOUN
bracis-28431	210	62	branco	branco	NOUN
bracis-28431	210	63	,	,	PUNCT
bracis-28431	210	64	r.	r.	PROPN
bracis-28431	210	65	,	,	PUNCT
bracis-28431	210	66	saraiva	saraiva	PROPN
bracis-28431	210	67	,	,	PUNCT
bracis-28431	210	68	f.	f.	PROPN
bracis-28431	210	69	(	(	PUNCT
bracis-28431	210	70	2023	2023	NUM
bracis-28431	210	71	)	)	PUNCT
bracis-28431	210	72	.	.	PUNCT
bracis-28431	211	1	improved	improve	VERB
bracis-28431	211	2	fuzzy	fuzzy	ADJ
bracis-28431	211	3	decision	decision	NOUN
bracis-28431	211	4	system	system	NOUN
bracis-28431	211	5	for	for	ADP
bracis-28431	211	6	energy	energy	NOUN
bracis-28431	211	7	bill	bill	NOUN
bracis-28431	211	8	reduction	reduction	NOUN
bracis-28431	211	9	in	in	ADP
bracis-28431	211	10	the	the	DET
bracis-28431	211	11	context	context	NOUN
bracis-28431	211	12	of	of	ADP
bracis-28431	211	13	the	the	DET
bracis-28431	211	14	brazilian	brazilian	ADJ
bracis-28431	211	15	white	white	PROPN
bracis-28431	211	16	tariff	tariff	PROPN
bracis-28431	211	17	scenario	scenario	NOUN
bracis-28431	211	18	.	.	PUNCT
bracis-28431	212	1	in	in	ADP
bracis-28431	212	2	:	:	PUNCT
bracis-28431	212	3	naldi	naldi	PROPN
bracis-28431	212	4	,	,	PUNCT
bracis-28431	212	5	m.c	m.c	PROPN
bracis-28431	212	6	.	.	PROPN
bracis-28431	212	7	,	,	PUNCT
bracis-28431	212	8	bianchi	bianchi	PROPN
bracis-28431	212	9	,	,	PUNCT
bracis-28431	212	10	r.a.c	r.a.c	ADP
bracis-28431	212	11	.	.	PUNCT
bracis-28431	212	12	(	(	PUNCT
bracis-28431	212	13	eds	ed	NOUN
bracis-28431	212	14	)	)	PUNCT
bracis-28431	212	15	intelligent	intelligent	ADJ
bracis-28431	212	16	systems	system	NOUN
bracis-28431	212	17	.	.	PUNCT
bracis-28431	213	1	bracis	bracis	PROPN
bracis-28431	213	2	2023	2023	NUM
bracis-28431	213	3	.	.	PUNCT
bracis-28431	214	1	lecture	lecture	NOUN
bracis-28431	214	2	notes	note	NOUN
bracis-28431	214	3	in	in	ADP
bracis-28431	214	4	computer	computer	NOUN
bracis-28431	214	5	science	science	NOUN
bracis-28431	214	6	(	(	PUNCT
bracis-28431	214	7	)	)	PUNCT
bracis-28431	214	8	,	,	PUNCT
bracis-28431	214	9	vol	vol	NOUN
bracis-28431	214	10	14197	14197	NUM
bracis-28431	214	11	.	.	PUNCT
bracis-28431	215	1	springer	springer	NOUN
bracis-28431	215	2	,	,	PUNCT
bracis-28431	215	3	cham	cham	PROPN
bracis-28431	215	4	.	.	PUNCT
bracis-28431	216	1	https://doi.org/10.1007/978-3-031-45392-2_29	https://doi.org/10.1007/978-3-031-45392-2_29	NOUN
bracis-28431	216	2	download	download	NOUN
bracis-28431	216	3	citation	citation	NOUN
bracis-28431	216	4	.ris	.ris	PUNCT
bracis-28431	217	1	.enw	.enw	PROPN
bracis-28431	217	2	.bib	.bib	PUNCT
bracis-28431	218	1	doi	doi	PROPN
bracis-28431	218	2	:	:	PUNCT
bracis-28431	218	3	https://doi.org/10.1007/978-3-031-45392-2_29	https://doi.org/10.1007/978-3-031-45392-2_29	NOUN
bracis-28431	218	4	published	publish	VERB
bracis-28431	218	5	:	:	PUNCT
bracis-28431	218	6	12	12	NUM
bracis-28431	218	7	october	october	PROPN
bracis-28431	218	8	2023	2023	NUM
bracis-28431	218	9	publisher	publisher	NOUN
bracis-28431	218	10	name	name	NOUN
bracis-28431	218	11	:	:	PUNCT
bracis-28431	218	12	springer	springer	NOUN
bracis-28431	218	13	,	,	PUNCT
bracis-28431	218	14	cham	cham	PROPN
bracis-28431	218	15	print	print	PROPN
bracis-28431	218	16	isbn	isbn	PROPN
bracis-28431	218	17	:	:	PUNCT
bracis-28431	218	18	978	978	NUM
bracis-28431	218	19	-	-	SYM
bracis-28431	218	20	3	3	NUM
bracis-28431	218	21	-	-	PUNCT
bracis-28431	218	22	031	031	NUM
bracis-28431	218	23	-	-	PUNCT
bracis-28431	218	24	45391	45391	NUM
bracis-28431	218	25	-	-	SYM
bracis-28431	218	26	5	5	NUM
bracis-28431	218	27	online	online	ADJ
bracis-28431	218	28	isbn	isbn	NOUN
bracis-28431	218	29	:	:	PUNCT
bracis-28431	218	30	978	978	NUM
bracis-28431	218	31	-	-	SYM
bracis-28431	218	32	3	3	NUM
bracis-28431	218	33	-	-	PUNCT
bracis-28431	218	34	031	031	NUM
bracis-28431	218	35	-	-	PUNCT
bracis-28431	218	36	45392	45392	NUM
bracis-28431	218	37	-	-	SYM
bracis-28431	218	38	2	2	NUM
bracis-28431	218	39	ebook	ebook	NOUN
bracis-28431	218	40	packages	package	NOUN
bracis-28431	218	41	:	:	PUNCT
bracis-28431	218	42	computer	computer	NOUN
bracis-28431	218	43	sciencecomputer	sciencecomputer	NOUN
bracis-28431	218	44	science	science	NOUN
bracis-28431	218	45	(	(	PUNCT
bracis-28431	218	46	r0	r0	NOUN
bracis-28431	218	47	)	)	PUNCT
bracis-28431	218	48	share	share	VERB
bracis-28431	218	49	this	this	DET
bracis-28431	218	50	paper	paper	NOUN
bracis-28431	218	51	anyone	anyone	PRON
bracis-28431	218	52	you	you	PRON
bracis-28431	218	53	share	share	VERB
bracis-28431	218	54	the	the	DET
bracis-28431	218	55	following	follow	VERB
bracis-28431	218	56	link	link	NOUN
bracis-28431	218	57	with	with	ADP
bracis-28431	218	58	will	will	AUX
bracis-28431	218	59	be	be	AUX
bracis-28431	218	60	able	able	ADJ
bracis-28431	218	61	to	to	PART
bracis-28431	218	62	read	read	VERB
bracis-28431	218	63	this	this	DET
bracis-28431	218	64	content	content	NOUN
bracis-28431	218	65	:	:	PUNCT
bracis-28431	218	66	get	get	VERB
bracis-28431	218	67	shareable	shareable	ADJ
bracis-28431	218	68	linksorry	linksorry	NOUN
bracis-28431	218	69	,	,	PUNCT
bracis-28431	218	70	a	a	DET
bracis-28431	218	71	shareable	shareable	ADJ
bracis-28431	218	72	link	link	NOUN
bracis-28431	218	73	is	be	AUX
bracis-28431	218	74	not	not	PART
bracis-28431	218	75	currently	currently	ADV
bracis-28431	218	76	available	available	ADJ
bracis-28431	218	77	for	for	ADP
bracis-28431	218	78	this	this	DET
bracis-28431	218	79	article	article	NOUN
bracis-28431	218	80	.	.	PUNCT
bracis-28431	219	1	copy	copy	VERB
bracis-28431	219	2	shareable	shareable	ADJ
bracis-28431	219	3	link	link	NOUN
bracis-28431	219	4	to	to	PART
bracis-28431	219	5	clipboard	clipboard	NOUN
bracis-28431	219	6	provided	provide	VERB
bracis-28431	219	7	by	by	ADP
bracis-28431	219	8	the	the	DET
bracis-28431	219	9	springer	springer	NOUN
bracis-28431	219	10	nature	nature	PROPN
bracis-28431	219	11	sharedit	sharedit	PROPN
bracis-28431	219	12	content	content	NOUN
bracis-28431	219	13	-	-	PUNCT
bracis-28431	219	14	sharing	share	VERB
bracis-28431	219	15	initiative	initiative	NOUN
bracis-28431	219	16	keywords	keyword	VERB
bracis-28431	220	1	fuzzy	fuzzy	ADJ
bracis-28431	220	2	system	system	NOUN
bracis-28431	220	3	photovoltaic	photovoltaic	NOUN
bracis-28431	220	4	production	production	NOUN
bracis-28431	220	5	renewable	renewable	ADJ
bracis-28431	220	6	energies	energy	NOUN
bracis-28431	220	7	publish	publish	VERB
bracis-28431	220	8	with	with	ADP
bracis-28431	220	9	us	us	PROPN
bracis-28431	220	10	policies	policy	NOUN
bracis-28431	220	11	and	and	CCONJ
bracis-28431	220	12	ethics	ethic	NOUN
bracis-28431	220	13	search	search	NOUN
bracis-28431	220	14	search	search	NOUN
bracis-28431	220	15	by	by	ADP
bracis-28431	220	16	keyword	keyword	NOUN
bracis-28431	220	17	or	or	CCONJ
bracis-28431	220	18	author	author	NOUN
bracis-28431	220	19	search	search	NOUN
bracis-28431	220	20	navigation	navigation	NOUN
bracis-28431	220	21	find	find	VERB
bracis-28431	220	22	a	a	DET
bracis-28431	220	23	journal	journal	NOUN
bracis-28431	220	24	publish	publish	VERB
bracis-28431	220	25	with	with	ADP
bracis-28431	220	26	us	we	PRON
bracis-28431	220	27	track	track	VERB
bracis-28431	220	28	your	your	PRON
bracis-28431	220	29	research	research	NOUN
bracis-28431	220	30	discover	discover	VERB
bracis-28431	220	31	content	content	NOUN
bracis-28431	220	32	journals	journal	NOUN
bracis-28431	220	33	a	a	DET
bracis-28431	220	34	-	-	PUNCT
bracis-28431	220	35	z	z	NOUN
bracis-28431	220	36	books	book	NOUN
bracis-28431	220	37	a	a	DET
bracis-28431	220	38	-	-	PUNCT
bracis-28431	220	39	z	z	NOUN
bracis-28431	220	40	publish	publish	NOUN
bracis-28431	220	41	with	with	ADP
bracis-28431	220	42	us	us	PROPN
bracis-28431	220	43	journal	journal	PROPN
bracis-28431	220	44	finder	finder	PROPN
bracis-28431	220	45	publish	publish	VERB
bracis-28431	220	46	your	your	PRON
bracis-28431	220	47	research	research	NOUN
bracis-28431	220	48	language	language	NOUN
bracis-28431	220	49	editing	edit	VERB
bracis-28431	220	50	open	open	ADJ
bracis-28431	220	51	access	access	NOUN
bracis-28431	220	52	publishing	publishing	NOUN
bracis-28431	220	53	products	product	NOUN
bracis-28431	220	54	and	and	CCONJ
bracis-28431	220	55	services	service	NOUN
bracis-28431	220	56	our	our	PRON
bracis-28431	220	57	products	product	NOUN
bracis-28431	220	58	librarians	librarian	VERB
bracis-28431	220	59	societies	society	NOUN
bracis-28431	220	60	partners	partner	NOUN
bracis-28431	220	61	and	and	CCONJ
bracis-28431	220	62	advertisers	advertiser	NOUN
bracis-28431	220	63	our	our	PRON
bracis-28431	220	64	brands	brand	NOUN
bracis-28431	220	65	springer	springer	NOUN
bracis-28431	220	66	nature	nature	PROPN
bracis-28431	220	67	portfolio	portfolio	PROPN
bracis-28431	220	68	bmc	bmc	PROPN
bracis-28431	220	69	palgrave	palgrave	PROPN
bracis-28431	220	70	macmillan	macmillan	PROPN
bracis-28431	220	71	apress	apress	PROPN
bracis-28431	220	72	discover	discover	VERB
bracis-28431	220	73	your	your	PRON
bracis-28431	220	74	privacy	privacy	NOUN
bracis-28431	220	75	choices	choice	NOUN
bracis-28431	220	76	/	/	SYM
bracis-28431	220	77	manage	manage	NOUN
bracis-28431	220	78	cookies	cookie	NOUN
bracis-28431	220	79	your	your	PRON
bracis-28431	220	80	us	us	PROPN
bracis-28431	221	1	state	state	NOUN
bracis-28431	221	2	privacy	privacy	NOUN
bracis-28431	221	3	rights	right	NOUN
bracis-28431	221	4	accessibility	accessibility	NOUN
bracis-28431	221	5	statement	statement	NOUN
bracis-28431	221	6	terms	term	NOUN
bracis-28431	221	7	and	and	CCONJ
bracis-28431	221	8	conditions	condition	NOUN
bracis-28431	221	9	privacy	privacy	NOUN
bracis-28431	221	10	policy	policy	NOUN
bracis-28431	221	11	help	help	NOUN
bracis-28431	221	12	and	and	CCONJ
bracis-28431	221	13	support	support	VERB
bracis-28431	221	14	legal	legal	ADJ
bracis-28431	221	15	notice	notice	NOUN
bracis-28431	221	16	cancel	cancel	VERB
bracis-28431	221	17	contracts	contract	NOUN
bracis-28431	221	18	here	here	ADV
bracis-28431	221	19	129.74.145.123	129.74.145.123	NUM
bracis-28431	221	20	hesburgh	hesburgh	PROPN
bracis-28431	221	21	library	library	PROPN
bracis-28431	221	22	er	er	INTJ
bracis-28431	221	23	unit	unit	NOUN
bracis-28431	221	24	(	(	PUNCT
bracis-28431	221	25	3005732405	3005732405	NUM
bracis-28431	221	26	)	)	PUNCT
bracis-28431	221	27	northeast	northeast	ADJ
bracis-28431	221	28	research	research	NOUN
bracis-28431	221	29	libraries	library	NOUN
bracis-28431	221	30	(	(	PUNCT
bracis-28431	221	31	nerl	nerl	PROPN
bracis-28431	221	32	)	)	PUNCT
bracis-28431	221	33	(	(	PUNCT
bracis-28431	221	34	8200828607	8200828607	NUM
bracis-28431	221	35	)	)	PUNCT
bracis-28431	221	36	nerl	nerl	VERB
bracis-28431	221	37	ta	ta	X
bracis-28431	221	38	account	account	NOUN
bracis-28431	221	39	(	(	PUNCT
bracis-28431	221	40	3006206169	3006206169	NUM
bracis-28431	221	41	)	)	PUNCT
bracis-28431	221	42	university	university	NOUN
bracis-28431	221	43	of	of	ADP
bracis-28431	221	44	notre	notre	PROPN
bracis-28431	221	45	dame	dame	PROPN
bracis-28431	221	46	hesburgh	hesburgh	PROPN
bracis-28431	221	47	library	library	NOUN
bracis-28431	221	48	(	(	PUNCT
bracis-28431	221	49	3000184373	3000184373	NUM
bracis-28431	221	50	)	)	PUNCT
bracis-28431	222	1	©	©	ADP
bracis-28431	222	2	2025	2025	NUM
bracis-28431	222	3	springer	springer	NOUN
bracis-28431	222	4	nature	nature	NOUN