id	sid	tid	token	lemma	pos
american_scientific_journal-12043	1	1	195	195	NUM
american_scientific_journal-12043	1	2	american	american	ADJ
american_scientific_journal-12043	1	3	academic	academic	ADJ
american_scientific_journal-12043	1	4	scientific	scientific	ADJ
american_scientific_journal-12043	1	5	research	research	NOUN
american_scientific_journal-12043	1	6	journal	journal	NOUN
american_scientific_journal-12043	1	7	for	for	ADP
american_scientific_journal-12043	1	8	engineering	engineering	NOUN
american_scientific_journal-12043	1	9	,	,	PUNCT
american_scientific_journal-12043	1	10	technology	technology	NOUN
american_scientific_journal-12043	1	11	,	,	PUNCT
american_scientific_journal-12043	1	12	and	and	CCONJ
american_scientific_journal-12043	1	13	sciences	sciences	PROPN
american_scientific_journal-12043	1	14	issn	issn	PROPN
american_scientific_journal-12043	1	15	(	(	PUNCT
american_scientific_journal-12043	1	16	print	print	NOUN
american_scientific_journal-12043	1	17	)	)	PUNCT
american_scientific_journal-12043	1	18	2313	2313	NUM
american_scientific_journal-12043	1	19	-	-	SYM
american_scientific_journal-12043	1	20	4410	4410	NUM
american_scientific_journal-12043	1	21	,	,	PUNCT
american_scientific_journal-12043	1	22	issn	issn	PROPN
american_scientific_journal-12043	1	23	(	(	PUNCT
american_scientific_journal-12043	1	24	online	online	ADJ
american_scientific_journal-12043	1	25	)	)	PUNCT
american_scientific_journal-12043	1	26	2313	2313	NUM
american_scientific_journal-12043	1	27	-	-	SYM
american_scientific_journal-12043	1	28	4402	4402	NUM
american_scientific_journal-12043	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12043	1	30	the	the	DET
american_scientific_journal-12043	1	31	imperative	imperative	NOUN
american_scientific_journal-12043	1	32	of	of	ADP
american_scientific_journal-12043	1	33	holistic	holistic	ADJ
american_scientific_journal-12043	1	34	optimization	optimization	NOUN
american_scientific_journal-12043	1	35	in	in	ADP
american_scientific_journal-12043	1	36	solar	solar	NOUN
american_scientific_journal-12043	1	37	-	-	PUNCT
american_scientific_journal-12043	1	38	powered	power	VERB
american_scientific_journal-12043	1	39	systems	system	NOUN
american_scientific_journal-12043	1	40	abiodun	abiodun	PROPN
american_scientific_journal-12043	1	41	bamidele	bamidele	PROPN
american_scientific_journal-12043	1	42	obisesan	obisesan	PROPN
american_scientific_journal-12043	1	43	*	*	PROPN
american_scientific_journal-12043	1	44	department	department	PROPN
american_scientific_journal-12043	1	45	of	of	ADP
american_scientific_journal-12043	1	46	chemistry	chemistry	NOUN
american_scientific_journal-12043	1	47	,	,	PUNCT
american_scientific_journal-12043	1	48	university	university	NOUN
american_scientific_journal-12043	1	49	of	of	ADP
american_scientific_journal-12043	1	50	jyväskylä	jyväskylä	NOUN
american_scientific_journal-12043	1	51	,	,	PUNCT
american_scientific_journal-12043	1	52	finland	finland	NOUN
american_scientific_journal-12043	1	53	email	email	NOUN
american_scientific_journal-12043	1	54	:	:	PUNCT
american_scientific_journal-12043	1	55	obisesan.abiodun@yahoo.com	obisesan.abiodun@yahoo.com	X
american_scientific_journal-12043	1	56	abstract	abstract	ADJ
american_scientific_journal-12043	1	57	solar	solar	ADJ
american_scientific_journal-12043	1	58	energy	energy	NOUN
american_scientific_journal-12043	1	59	is	be	AUX
american_scientific_journal-12043	1	60	considered	consider	VERB
american_scientific_journal-12043	1	61	to	to	PART
american_scientific_journal-12043	1	62	be	be	AUX
american_scientific_journal-12043	1	63	the	the	DET
american_scientific_journal-12043	1	64	safest	safe	ADJ
american_scientific_journal-12043	1	65	technology	technology	NOUN
american_scientific_journal-12043	1	66	as	as	SCONJ
american_scientific_journal-12043	1	67	regard	regard	VERB
american_scientific_journal-12043	1	68	green	green	ADJ
american_scientific_journal-12043	1	69	energy	energy	NOUN
american_scientific_journal-12043	1	70	generation	generation	NOUN
american_scientific_journal-12043	1	71	.	.	PUNCT
american_scientific_journal-12043	2	1	this	this	DET
american_scientific_journal-12043	2	2	study	study	NOUN
american_scientific_journal-12043	2	3	assessed	assess	VERB
american_scientific_journal-12043	2	4	several	several	ADJ
american_scientific_journal-12043	2	5	techniques	technique	NOUN
american_scientific_journal-12043	2	6	adopted	adopt	VERB
american_scientific_journal-12043	2	7	for	for	ADP
american_scientific_journal-12043	2	8	distributed	distribute	VERB
american_scientific_journal-12043	2	9	iterative	iterative	NOUN
american_scientific_journal-12043	2	10	algorithm	algorithm	NOUN
american_scientific_journal-12043	2	11	and	and	CCONJ
american_scientific_journal-12043	2	12	intelligent	intelligent	ADJ
american_scientific_journal-12043	2	13	control	control	NOUN
american_scientific_journal-12043	2	14	of	of	ADP
american_scientific_journal-12043	2	15	distributed	distribute	VERB
american_scientific_journal-12043	2	16	solar	solar	ADJ
american_scientific_journal-12043	2	17	-	-	PUNCT
american_scientific_journal-12043	2	18	hybrid	hybrid	ADJ
american_scientific_journal-12043	2	19	microgrids	microgrid	NOUN
american_scientific_journal-12043	2	20	.	.	PUNCT
american_scientific_journal-12043	3	1	the	the	DET
american_scientific_journal-12043	3	2	study	study	NOUN
american_scientific_journal-12043	3	3	reviews	review	VERB
american_scientific_journal-12043	3	4	the	the	DET
american_scientific_journal-12043	3	5	hybrid	hybrid	ADJ
american_scientific_journal-12043	3	6	renewable	renewable	ADJ
american_scientific_journal-12043	3	7	system	system	NOUN
american_scientific_journal-12043	3	8	and	and	CCONJ
american_scientific_journal-12043	3	9	multi	multi	ADJ
american_scientific_journal-12043	3	10	-	-	ADJ
american_scientific_journal-12043	3	11	objective	objective	ADJ
american_scientific_journal-12043	3	12	optimization	optimization	NOUN
american_scientific_journal-12043	3	13	,	,	PUNCT
american_scientific_journal-12043	3	14	it	it	PRON
american_scientific_journal-12043	3	15	also	also	ADV
american_scientific_journal-12043	3	16	analyses	analyse	VERB
american_scientific_journal-12043	3	17	machine	machine	NOUN
american_scientific_journal-12043	3	18	learning	learning	NOUN
american_scientific_journal-12043	3	19	and	and	CCONJ
american_scientific_journal-12043	3	20	ai	ai	AUX
american_scientific_journal-12043	3	21	-	-	PUNCT
american_scientific_journal-12043	3	22	driven	drive	VERB
american_scientific_journal-12043	3	23	forecasting	forecasting	NOUN
american_scientific_journal-12043	3	24	by	by	ADP
american_scientific_journal-12043	3	25	examining	examine	VERB
american_scientific_journal-12043	3	26	the	the	DET
american_scientific_journal-12043	3	27	complexity	complexity	NOUN
american_scientific_journal-12043	3	28	in	in	ADP
american_scientific_journal-12043	3	29	energy	energy	NOUN
american_scientific_journal-12043	3	30	system	system	NOUN
american_scientific_journal-12043	3	31	optimization	optimization	NOUN
american_scientific_journal-12043	3	32	.	.	PUNCT
american_scientific_journal-12043	4	1	this	this	DET
american_scientific_journal-12043	4	2	paper	paper	NOUN
american_scientific_journal-12043	4	3	explains	explain	VERB
american_scientific_journal-12043	4	4	the	the	DET
american_scientific_journal-12043	4	5	integration	integration	NOUN
american_scientific_journal-12043	4	6	into	into	ADP
american_scientific_journal-12043	4	7	existing	exist	VERB
american_scientific_journal-12043	4	8	infrastructure	infrastructure	NOUN
american_scientific_journal-12043	4	9	and	and	CCONJ
american_scientific_journal-12043	4	10	dual	dual	ADJ
american_scientific_journal-12043	4	11	-	-	PUNCT
american_scientific_journal-12043	4	12	use	use	NOUN
american_scientific_journal-12043	4	13	approaches	approach	NOUN
american_scientific_journal-12043	4	14	as	as	SCONJ
american_scientific_journal-12043	4	15	it	it	PRON
american_scientific_journal-12043	4	16	integrate	integrate	VERB
american_scientific_journal-12043	4	17	solar	solar	ADJ
american_scientific_journal-12043	4	18	energy	energy	NOUN
american_scientific_journal-12043	4	19	into	into	ADP
american_scientific_journal-12043	4	20	building	build	VERB
american_scientific_journal-12043	4	21	envelopes	envelope	NOUN
american_scientific_journal-12043	4	22	like	like	ADP
american_scientific_journal-12043	4	23	windows	window	NOUN
american_scientific_journal-12043	4	24	.	.	PUNCT
american_scientific_journal-12043	5	1	solar	solar	ADJ
american_scientific_journal-12043	5	2	energy	energy	NOUN
american_scientific_journal-12043	5	3	storage	storage	NOUN
american_scientific_journal-12043	5	4	and	and	CCONJ
american_scientific_journal-12043	5	5	integration	integration	NOUN
american_scientific_journal-12043	5	6	were	be	AUX
american_scientific_journal-12043	5	7	explained	explain	VERB
american_scientific_journal-12043	5	8	alongside	alongside	ADV
american_scientific_journal-12043	5	9	with	with	ADP
american_scientific_journal-12043	5	10	hybridization	hybridization	NOUN
american_scientific_journal-12043	5	11	and	and	CCONJ
american_scientific_journal-12043	5	12	system	system	NOUN
american_scientific_journal-12043	5	13	compatibility	compatibility	NOUN
american_scientific_journal-12043	5	14	.	.	PUNCT
american_scientific_journal-12043	6	1	this	this	DET
american_scientific_journal-12043	6	2	study	study	NOUN
american_scientific_journal-12043	6	3	further	far	ADV
american_scientific_journal-12043	6	4	narrates	narrate	NOUN
american_scientific_journal-12043	6	5	how	how	SCONJ
american_scientific_journal-12043	6	6	smart	smart	ADJ
american_scientific_journal-12043	6	7	technologies	technology	NOUN
american_scientific_journal-12043	6	8	are	be	AUX
american_scientific_journal-12043	6	9	used	use	VERB
american_scientific_journal-12043	6	10	for	for	ADP
american_scientific_journal-12043	6	11	optimization	optimization	NOUN
american_scientific_journal-12043	6	12	especially	especially	ADV
american_scientific_journal-12043	6	13	with	with	ADP
american_scientific_journal-12043	6	14	ai	ai	ADV
american_scientific_journal-12043	6	15	-	-	PUNCT
american_scientific_journal-12043	6	16	driven	drive	VERB
american_scientific_journal-12043	6	17	forecasting	forecasting	NOUN
american_scientific_journal-12043	6	18	and	and	CCONJ
american_scientific_journal-12043	6	19	demand	demand	NOUN
american_scientific_journal-12043	6	20	response	response	NOUN
american_scientific_journal-12043	6	21	.	.	PUNCT
american_scientific_journal-12043	7	1	findings	finding	NOUN
american_scientific_journal-12043	7	2	reveal	reveal	VERB
american_scientific_journal-12043	7	3	that	that	SCONJ
american_scientific_journal-12043	7	4	microgrids	microgrid	NOUN
american_scientific_journal-12043	7	5	provide	provide	VERB
american_scientific_journal-12043	7	6	communities	community	NOUN
american_scientific_journal-12043	7	7	or	or	CCONJ
american_scientific_journal-12043	7	8	industries	industry	NOUN
american_scientific_journal-12043	7	9	with	with	ADP
american_scientific_journal-12043	7	10	a	a	DET
american_scientific_journal-12043	7	11	reliable	reliable	ADJ
american_scientific_journal-12043	7	12	energy	energy	NOUN
american_scientific_journal-12043	7	13	source	source	NOUN
american_scientific_journal-12043	7	14	by	by	ADP
american_scientific_journal-12043	7	15	combining	combine	VERB
american_scientific_journal-12043	7	16	battery	battery	NOUN
american_scientific_journal-12043	7	17	storage	storage	NOUN
american_scientific_journal-12043	7	18	.	.	PUNCT
american_scientific_journal-12043	8	1	the	the	DET
american_scientific_journal-12043	8	2	study	study	NOUN
american_scientific_journal-12043	8	3	concludes	conclude	VERB
american_scientific_journal-12043	8	4	that	that	SCONJ
american_scientific_journal-12043	8	5	artificial	artificial	ADJ
american_scientific_journal-12043	8	6	intelligence	intelligence	NOUN
american_scientific_journal-12043	8	7	(	(	PUNCT
american_scientific_journal-12043	8	8	ai	ai	NOUN
american_scientific_journal-12043	8	9	)	)	PUNCT
american_scientific_journal-12043	8	10	is	be	AUX
american_scientific_journal-12043	8	11	highly	highly	ADV
american_scientific_journal-12043	8	12	efficient	efficient	ADJ
american_scientific_journal-12043	8	13	in	in	ADP
american_scientific_journal-12043	8	14	advancing	advance	VERB
american_scientific_journal-12043	8	15	basic	basic	ADJ
american_scientific_journal-12043	8	16	development	development	NOUN
american_scientific_journal-12043	8	17	in	in	ADP
american_scientific_journal-12043	8	18	contemporary	contemporary	ADJ
american_scientific_journal-12043	8	19	microgrid	microgrid	PROPN
american_scientific_journal-12043	8	20	technology	technology	NOUN
american_scientific_journal-12043	8	21	.	.	PUNCT
american_scientific_journal-12043	9	1	keywords	keyword	NOUN
american_scientific_journal-12043	9	2	:	:	PUNCT
american_scientific_journal-12043	9	3	solar	solar	ADJ
american_scientific_journal-12043	9	4	energy	energy	NOUN
american_scientific_journal-12043	9	5	;	;	PUNCT
american_scientific_journal-12043	9	6	integrated	integrate	VERB
american_scientific_journal-12043	9	7	optimization	optimization	NOUN
american_scientific_journal-12043	9	8	;	;	PUNCT
american_scientific_journal-12043	9	9	hybrid	hybrid	NOUN
american_scientific_journal-12043	9	10	;	;	PUNCT
american_scientific_journal-12043	9	11	microgrid	microgrid	VERB
american_scientific_journal-12043	9	12	;	;	PUNCT
american_scientific_journal-12043	9	13	ai	ai	AUX
american_scientific_journal-12043	9	14	-	-	PUNCT
american_scientific_journal-12043	9	15	driven	drive	VERB
american_scientific_journal-12043	9	16	.	.	PUNCT
american_scientific_journal-12043	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12043	10	2	received	receive	VERB
american_scientific_journal-12043	10	3	:	:	PUNCT
american_scientific_journal-12043	10	4	7/30/2025	7/30/2025	NUM
american_scientific_journal-12043	10	5	accepted	accept	VERB
american_scientific_journal-12043	10	6	:	:	PUNCT
american_scientific_journal-12043	10	7	9/30/2025	9/30/2025	NUM
american_scientific_journal-12043	10	8	published	publish	VERB
american_scientific_journal-12043	10	9	:	:	PUNCT
american_scientific_journal-12043	10	10	10/11/2025	10/11/2025	NUM
american_scientific_journal-12043	10	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12043	10	12	*	*	PUNCT
american_scientific_journal-12043	10	13	corresponding	correspond	VERB
american_scientific_journal-12043	10	14	author	author	NOUN
american_scientific_journal-12043	10	15	.	.	PUNCT
american_scientific_journal-12043	11	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12043	11	2	american	american	PROPN
american_scientific_journal-12043	11	3	academic	academic	PROPN
american_scientific_journal-12043	11	4	scientific	scientific	ADJ
american_scientific_journal-12043	11	5	research	research	NOUN
american_scientific_journal-12043	11	6	journal	journal	NOUN
american_scientific_journal-12043	11	7	for	for	ADP
american_scientific_journal-12043	11	8	engineering	engineering	NOUN
american_scientific_journal-12043	11	9	,	,	PUNCT
american_scientific_journal-12043	11	10	technology	technology	NOUN
american_scientific_journal-12043	11	11	,	,	PUNCT
american_scientific_journal-12043	11	12	and	and	CCONJ
american_scientific_journal-12043	11	13	sciences	science	NOUN
american_scientific_journal-12043	11	14	(	(	PUNCT
american_scientific_journal-12043	11	15	asrjets	asrjet	NOUN
american_scientific_journal-12043	11	16	)	)	PUNCT
american_scientific_journal-12043	11	17	volume	volume	NOUN
american_scientific_journal-12043	11	18	103	103	NUM
american_scientific_journal-12043	11	19	,	,	PUNCT
american_scientific_journal-12043	11	20	no	no	DET
american_scientific_journal-12043	11	21	1	1	NUM
american_scientific_journal-12043	11	22	,	,	PUNCT
american_scientific_journal-12043	11	23	pp	pp	ADV
american_scientific_journal-12043	11	24	195	195	NUM
american_scientific_journal-12043	11	25	-	-	SYM
american_scientific_journal-12043	11	26	205	205	NUM
american_scientific_journal-12043	11	27	196	196	NUM
american_scientific_journal-12043	11	28	1.introduction	1.introduction	NUM
american_scientific_journal-12043	11	29	solar	solar	ADJ
american_scientific_journal-12043	11	30	energy	energy	NOUN
american_scientific_journal-12043	11	31	has	have	AUX
american_scientific_journal-12043	11	32	been	be	AUX
american_scientific_journal-12043	11	33	considered	consider	VERB
american_scientific_journal-12043	11	34	as	as	ADP
american_scientific_journal-12043	11	35	the	the	DET
american_scientific_journal-12043	11	36	most	most	ADV
american_scientific_journal-12043	11	37	significant	significant	ADJ
american_scientific_journal-12043	11	38	and	and	CCONJ
american_scientific_journal-12043	11	39	fast	fast	ADV
american_scientific_journal-12043	11	40	-	-	PUNCT
american_scientific_journal-12043	11	41	spreading	spread	VERB
american_scientific_journal-12043	11	42	technology	technology	NOUN
american_scientific_journal-12043	11	43	in	in	ADP
american_scientific_journal-12043	11	44	the	the	DET
american_scientific_journal-12043	11	45	green	green	PROPN
american_scientific_journal-12043	11	46	technology	technology	NOUN
american_scientific_journal-12043	11	47	space	space	NOUN
american_scientific_journal-12043	11	48	,	,	PUNCT
american_scientific_journal-12043	11	49	which	which	PRON
american_scientific_journal-12043	11	50	is	be	AUX
american_scientific_journal-12043	11	51	both	both	PRON
american_scientific_journal-12043	11	52	“	"	PUNCT
american_scientific_journal-12043	11	53	clean	clean	ADJ
american_scientific_journal-12043	11	54	”	"	PUNCT
american_scientific_journal-12043	11	55	and	and	CCONJ
american_scientific_journal-12043	11	56	sustainable	sustainable	ADJ
american_scientific_journal-12043	11	57	.	.	PUNCT
american_scientific_journal-12043	12	1	it	it	PRON
american_scientific_journal-12043	12	2	is	be	AUX
american_scientific_journal-12043	12	3	also	also	ADV
american_scientific_journal-12043	12	4	naturally	naturally	ADV
american_scientific_journal-12043	12	5	volatile	volatile	ADJ
american_scientific_journal-12043	12	6	,	,	PUNCT
american_scientific_journal-12043	12	7	which	which	PRON
american_scientific_journal-12043	12	8	slows	slow	VERB
american_scientific_journal-12043	12	9	down	down	ADP
american_scientific_journal-12043	12	10	large	large	ADJ
american_scientific_journal-12043	12	11	-	-	PUNCT
american_scientific_journal-12043	12	12	scale	scale	NOUN
american_scientific_journal-12043	12	13	deployment	deployment	NOUN
american_scientific_journal-12043	12	14	.	.	PUNCT
american_scientific_journal-12043	13	1	the	the	DET
american_scientific_journal-12043	13	2	shift	shift	NOUN
american_scientific_journal-12043	13	3	to	to	PART
american_scientific_journal-12043	13	4	renewable	renewable	VERB
american_scientific_journal-12043	13	5	energy	energy	NOUN
american_scientific_journal-12043	13	6	around	around	ADP
american_scientific_journal-12043	13	7	the	the	DET
american_scientific_journal-12043	13	8	world	world	NOUN
american_scientific_journal-12043	13	9	requires	require	VERB
american_scientific_journal-12043	13	10	good	good	ADJ
american_scientific_journal-12043	13	11	system	system	NOUN
american_scientific_journal-12043	13	12	integration	integration	NOUN
american_scientific_journal-12043	13	13	and	and	CCONJ
american_scientific_journal-12043	13	14	adequate	adequate	ADJ
american_scientific_journal-12043	13	15	optimization	optimization	NOUN
american_scientific_journal-12043	13	16	,	,	PUNCT
american_scientific_journal-12043	13	17	especially	especially	ADV
american_scientific_journal-12043	13	18	when	when	SCONJ
american_scientific_journal-12043	13	19	it	it	PRON
american_scientific_journal-12043	13	20	comes	come	VERB
american_scientific_journal-12043	13	21	to	to	ADP
american_scientific_journal-12043	13	22	solar	solar	ADJ
american_scientific_journal-12043	13	23	energy	energy	NOUN
american_scientific_journal-12043	13	24	,	,	PUNCT
american_scientific_journal-12043	13	25	which	which	PRON
american_scientific_journal-12043	13	26	is	be	AUX
american_scientific_journal-12043	13	27	considered	consider	VERB
american_scientific_journal-12043	13	28	to	to	PART
american_scientific_journal-12043	13	29	be	be	AUX
american_scientific_journal-12043	13	30	naturally	naturally	ADV
american_scientific_journal-12043	13	31	intermittent	intermittent	ADJ
american_scientific_journal-12043	13	32	over	over	ADP
american_scientific_journal-12043	13	33	a	a	DET
american_scientific_journal-12043	13	34	wide	wide	ADJ
american_scientific_journal-12043	13	35	area	area	NOUN
american_scientific_journal-12043	13	36	.	.	PUNCT
american_scientific_journal-12043	14	1	hence	hence	ADV
american_scientific_journal-12043	14	2	,	,	PUNCT
american_scientific_journal-12043	14	3	in	in	ADP
american_scientific_journal-12043	14	4	attempt	attempt	NOUN
american_scientific_journal-12043	14	5	to	to	PART
american_scientific_journal-12043	14	6	improve	improve	VERB
american_scientific_journal-12043	14	7	dependability	dependability	NOUN
american_scientific_journal-12043	14	8	,	,	PUNCT
american_scientific_journal-12043	14	9	cost	cost	NOUN
american_scientific_journal-12043	14	10	-	-	PUNCT
american_scientific_journal-12043	14	11	effectiveness	effectiveness	NOUN
american_scientific_journal-12043	14	12	,	,	PUNCT
american_scientific_journal-12043	14	13	and	and	CCONJ
american_scientific_journal-12043	14	14	sustainability	sustainability	NOUN
american_scientific_journal-12043	14	15	,	,	PUNCT
american_scientific_journal-12043	14	16	it	it	PRON
american_scientific_journal-12043	14	17	is	be	AUX
american_scientific_journal-12043	14	18	important	important	ADJ
american_scientific_journal-12043	14	19	to	to	PART
american_scientific_journal-12043	14	20	use	use	VERB
american_scientific_journal-12043	14	21	integrated	integrated	ADJ
american_scientific_journal-12043	14	22	approaches	approach	NOUN
american_scientific_journal-12043	14	23	that	that	PRON
american_scientific_journal-12043	14	24	include	include	VERB
american_scientific_journal-12043	14	25	solar	solar	ADJ
american_scientific_journal-12043	14	26	generating	generating	NOUN
american_scientific_journal-12043	14	27	,	,	PUNCT
american_scientific_journal-12043	14	28	storage	storage	NOUN
american_scientific_journal-12043	14	29	,	,	PUNCT
american_scientific_journal-12043	14	30	control	control	NOUN
american_scientific_journal-12043	14	31	systems	system	NOUN
american_scientific_journal-12043	14	32	,	,	PUNCT
american_scientific_journal-12043	14	33	and	and	CCONJ
american_scientific_journal-12043	14	34	existing	exist	VERB
american_scientific_journal-12043	14	35	infrastructure.renewable	infrastructure.renewable	ADJ
american_scientific_journal-12043	14	36	energy	energy	NOUN
american_scientific_journal-12043	14	37	is	be	AUX
american_scientific_journal-12043	14	38	already	already	ADV
american_scientific_journal-12043	14	39	widely	widely	ADV
american_scientific_journal-12043	14	40	used	use	VERB
american_scientific_journal-12043	14	41	;	;	PUNCT
american_scientific_journal-12043	14	42	the	the	DET
american_scientific_journal-12043	14	43	interaction	interaction	NOUN
american_scientific_journal-12043	14	44	between	between	ADP
american_scientific_journal-12043	14	45	different	different	ADJ
american_scientific_journal-12043	14	46	energy	energy	NOUN
american_scientific_journal-12043	14	47	sources	source	NOUN
american_scientific_journal-12043	14	48	in	in	ADP
american_scientific_journal-12043	14	49	a	a	DET
american_scientific_journal-12043	14	50	solar	solar	NOUN
american_scientific_journal-12043	14	51	-	-	PUNCT
american_scientific_journal-12043	14	52	based	base	VERB
american_scientific_journal-12043	14	53	ies	ie	NOUN
american_scientific_journal-12043	14	54	is	be	AUX
american_scientific_journal-12043	14	55	much	much	ADV
american_scientific_journal-12043	14	56	stronger	strong	ADJ
american_scientific_journal-12043	14	57	than	than	ADP
american_scientific_journal-12043	14	58	in	in	ADP
american_scientific_journal-12043	14	59	a	a	DET
american_scientific_journal-12043	14	60	traditional	traditional	ADJ
american_scientific_journal-12043	14	61	energy	energy	NOUN
american_scientific_journal-12043	14	62	system	system	NOUN
american_scientific_journal-12043	14	63	.	.	PUNCT
american_scientific_journal-12043	15	1	so	so	ADV
american_scientific_journal-12043	15	2	,	,	PUNCT
american_scientific_journal-12043	15	3	it	it	PRON
american_scientific_journal-12043	15	4	can	can	AUX
american_scientific_journal-12043	15	5	be	be	AUX
american_scientific_journal-12043	15	6	very	very	ADV
american_scientific_journal-12043	15	7	helpful	helpful	ADJ
american_scientific_journal-12043	15	8	to	to	PART
american_scientific_journal-12043	15	9	simulate	simulate	VERB
american_scientific_journal-12043	15	10	and	and	CCONJ
american_scientific_journal-12043	15	11	optimize	optimize	VERB
american_scientific_journal-12043	15	12	solar	solar	NOUN
american_scientific_journal-12043	15	13	-	-	PUNCT
american_scientific_journal-12043	15	14	based	base	VERB
american_scientific_journal-12043	15	15	iess	iess	NOUN
american_scientific_journal-12043	15	16	.	.	PUNCT
american_scientific_journal-12043	16	1	to	to	PART
american_scientific_journal-12043	16	2	develop	develop	VERB
american_scientific_journal-12043	16	3	"	"	PUNCT
american_scientific_journal-12043	16	4	smarter	smart	ADJ
american_scientific_journal-12043	16	5	"	"	PUNCT
american_scientific_journal-12043	16	6	cities	city	NOUN
american_scientific_journal-12043	16	7	at	at	ADP
american_scientific_journal-12043	16	8	the	the	DET
american_scientific_journal-12043	16	9	district	district	NOUN
american_scientific_journal-12043	16	10	level	level	NOUN
american_scientific_journal-12043	16	11	,	,	PUNCT
american_scientific_journal-12043	16	12	we	we	PRON
american_scientific_journal-12043	16	13	need	need	VERB
american_scientific_journal-12043	16	14	new	new	ADJ
american_scientific_journal-12043	16	15	models	model	NOUN
american_scientific_journal-12043	16	16	that	that	PRON
american_scientific_journal-12043	16	17	can	can	AUX
american_scientific_journal-12043	16	18	look	look	VERB
american_scientific_journal-12043	16	19	at	at	ADP
american_scientific_journal-12043	16	20	how	how	SCONJ
american_scientific_journal-12043	16	21	different	different	ADJ
american_scientific_journal-12043	16	22	energy	energy	NOUN
american_scientific_journal-12043	16	23	vectors	vector	NOUN
american_scientific_journal-12043	16	24	and	and	CCONJ
american_scientific_journal-12043	16	25	functional	functional	ADJ
american_scientific_journal-12043	16	26	units	unit	NOUN
american_scientific_journal-12043	16	27	work	work	VERB
american_scientific_journal-12043	16	28	together	together	ADV
american_scientific_journal-12043	16	29	more	more	ADV
american_scientific_journal-12043	16	30	closely	closely	ADV
american_scientific_journal-12043	16	31	[	[	X
american_scientific_journal-12043	16	32	1	1	NUM
american_scientific_journal-12043	16	33	]	]	PUNCT
american_scientific_journal-12043	16	34	.	.	PUNCT
american_scientific_journal-12043	17	1	considering	consider	VERB
american_scientific_journal-12043	17	2	the	the	DET
american_scientific_journal-12043	17	3	submission	submission	NOUN
american_scientific_journal-12043	17	4	of	of	ADP
american_scientific_journal-12043	17	5	wang	wang	PROPN
american_scientific_journal-12043	17	6	and	and	CCONJ
american_scientific_journal-12043	17	7	his	his	PRON
american_scientific_journal-12043	17	8	colleagues	colleague	NOUN
american_scientific_journal-12043	17	9	[	[	X
american_scientific_journal-12043	17	10	2	2	NUM
american_scientific_journal-12043	17	11	]	]	PUNCT
american_scientific_journal-12043	17	12	,	,	PUNCT
american_scientific_journal-12043	17	13	it	it	PRON
american_scientific_journal-12043	17	14	was	be	AUX
american_scientific_journal-12043	17	15	observed	observe	VERB
american_scientific_journal-12043	17	16	that	that	SCONJ
american_scientific_journal-12043	17	17	the	the	DET
american_scientific_journal-12043	17	18	dynamic	dynamic	ADJ
american_scientific_journal-12043	17	19	management	management	NOUN
american_scientific_journal-12043	17	20	of	of	ADP
american_scientific_journal-12043	17	21	distributed	distribute	VERB
american_scientific_journal-12043	17	22	energy	energy	NOUN
american_scientific_journal-12043	17	23	resources	resource	NOUN
american_scientific_journal-12043	17	24	(	(	PUNCT
american_scientific_journal-12043	17	25	der	der	NOUN
american_scientific_journal-12043	17	26	)	)	PUNCT
american_scientific_journal-12043	17	27	inside	inside	ADP
american_scientific_journal-12043	17	28	a	a	DET
american_scientific_journal-12043	17	29	microgrid	microgrid	NOUN
american_scientific_journal-12043	17	30	that	that	PRON
american_scientific_journal-12043	17	31	includes	include	VERB
american_scientific_journal-12043	17	32	energy	energy	NOUN
american_scientific_journal-12043	17	33	storage	storage	NOUN
american_scientific_journal-12043	17	34	,	,	PUNCT
american_scientific_journal-12043	17	35	photovoltaic	photovoltaic	NOUN
american_scientific_journal-12043	17	36	(	(	PUNCT
american_scientific_journal-12043	17	37	pv	pv	NOUN
american_scientific_journal-12043	17	38	)	)	PUNCT
american_scientific_journal-12043	17	39	arrays	array	VERB
american_scientific_journal-12043	17	40	and	and	CCONJ
american_scientific_journal-12043	17	41	electric	electric	ADJ
american_scientific_journal-12043	17	42	vehicle	vehicle	NOUN
american_scientific_journal-12043	17	43	(	(	PUNCT
american_scientific_journal-12043	17	44	ev	ev	INTJ
american_scientific_journal-12043	17	45	)	)	PUNCT
american_scientific_journal-12043	17	46	charging	charge	VERB
american_scientific_journal-12043	17	47	stations	station	NOUN
american_scientific_journal-12043	17	48	.	.	PUNCT
american_scientific_journal-12043	18	1	using	use	VERB
american_scientific_journal-12043	18	2	a	a	DET
american_scientific_journal-12043	18	3	distributed	distribute	VERB
american_scientific_journal-12043	18	4	iterative	iterative	NOUN
american_scientific_journal-12043	18	5	algorithm	algorithm	NOUN
american_scientific_journal-12043	18	6	,	,	PUNCT
american_scientific_journal-12043	18	7	each	each	DET
american_scientific_journal-12043	18	8	asset	asset	NOUN
american_scientific_journal-12043	18	9	works	work	VERB
american_scientific_journal-12043	18	10	on	on	ADP
american_scientific_journal-12043	18	11	its	its	PRON
american_scientific_journal-12043	18	12	own	own	ADJ
american_scientific_journal-12043	18	13	,	,	PUNCT
american_scientific_journal-12043	18	14	which	which	PRON
american_scientific_journal-12043	18	15	lets	let	VERB
american_scientific_journal-12043	18	16	the	the	DET
american_scientific_journal-12043	18	17	microgrid	microgrid	NOUN
american_scientific_journal-12043	18	18	change	change	NOUN
american_scientific_journal-12043	18	19	in	in	ADP
american_scientific_journal-12043	18	20	real	real	ADJ
american_scientific_journal-12043	18	21	time	time	NOUN
american_scientific_journal-12043	18	22	to	to	ADP
american_scientific_journal-12043	18	23	changing	change	VERB
american_scientific_journal-12043	18	24	conditions	condition	NOUN
american_scientific_journal-12043	18	25	while	while	SCONJ
american_scientific_journal-12043	18	26	optimizing	optimize	VERB
american_scientific_journal-12043	18	27	operation	operation	NOUN
american_scientific_journal-12043	18	28	and	and	CCONJ
american_scientific_journal-12043	18	29	taking	take	VERB
american_scientific_journal-12043	18	30	part	part	NOUN
american_scientific_journal-12043	18	31	in	in	ADP
american_scientific_journal-12043	18	32	wholesale	wholesale	ADJ
american_scientific_journal-12043	18	33	markets	market	NOUN
american_scientific_journal-12043	18	34	.	.	PUNCT
american_scientific_journal-12043	19	1	more	more	ADV
american_scientific_journal-12043	19	2	so	so	ADV
american_scientific_journal-12043	19	3	,	,	PUNCT
american_scientific_journal-12043	19	4	create	create	VERB
american_scientific_journal-12043	19	5	a	a	DET
american_scientific_journal-12043	19	6	control	control	NOUN
american_scientific_journal-12043	19	7	approach	approach	NOUN
american_scientific_journal-12043	19	8	for	for	ADP
american_scientific_journal-12043	19	9	pv	pv	NOUN
american_scientific_journal-12043	19	10	-	-	PUNCT
american_scientific_journal-12043	19	11	fuel	fuel	NOUN
american_scientific_journal-12043	19	12	-	-	PUNCT
american_scientific_journal-12043	19	13	cell	cell	NOUN
american_scientific_journal-12043	19	14	hybrid	hybrid	ADJ
american_scientific_journal-12043	19	15	systems	system	NOUN
american_scientific_journal-12043	19	16	that	that	PRON
american_scientific_journal-12043	19	17	entire	entire	VERB
american_scientific_journal-12043	19	18	stability	stability	NOUN
american_scientific_journal-12043	19	19	and	and	CCONJ
american_scientific_journal-12043	19	20	responsiveness	responsiveness	NOUN
american_scientific_journal-12043	19	21	.	.	PUNCT
american_scientific_journal-12043	20	1	this	this	PRON
american_scientific_journal-12043	20	2	therefore	therefore	ADV
american_scientific_journal-12043	20	3	leads	lead	VERB
american_scientific_journal-12043	20	4	to	to	ADP
american_scientific_journal-12043	20	5	a	a	DET
american_scientific_journal-12043	20	6	99	99	NUM
american_scientific_journal-12043	20	7	%	%	NOUN
american_scientific_journal-12043	20	8	improvement	improvement	NOUN
american_scientific_journal-12043	20	9	in	in	ADP
american_scientific_journal-12043	20	10	system	system	NOUN
american_scientific_journal-12043	20	11	response	response	NOUN
american_scientific_journal-12043	20	12	time	time	NOUN
american_scientific_journal-12043	20	13	and	and	CCONJ
american_scientific_journal-12043	20	14	a	a	DET
american_scientific_journal-12043	20	15	96	96	NUM
american_scientific_journal-12043	20	16	%	%	NOUN
american_scientific_journal-12043	20	17	decrease	decrease	NOUN
american_scientific_journal-12043	20	18	in	in	ADP
american_scientific_journal-12043	20	19	overshoot	overshoot	NOUN
american_scientific_journal-12043	20	20	,	,	PUNCT
american_scientific_journal-12043	20	21	whether	whether	SCONJ
american_scientific_journal-12043	20	22	the	the	DET
american_scientific_journal-12043	20	23	system	system	NOUN
american_scientific_journal-12043	20	24	is	be	AUX
american_scientific_journal-12043	20	25	linked	link	VERB
american_scientific_journal-12043	20	26	to	to	ADP
american_scientific_journal-12043	20	27	the	the	DET
american_scientific_journal-12043	20	28	grid	grid	NOUN
american_scientific_journal-12043	20	29	or	or	CCONJ
american_scientific_journal-12043	20	30	not	not	PART
american_scientific_journal-12043	20	31	.	.	PUNCT
american_scientific_journal-12043	21	1	this	this	DET
american_scientific_journal-12043	21	2	study	study	NOUN
american_scientific_journal-12043	21	3	therefore	therefore	ADV
american_scientific_journal-12043	21	4	aims	aim	VERB
american_scientific_journal-12043	21	5	to	to	PART
american_scientific_journal-12043	21	6	examine	examine	VERB
american_scientific_journal-12043	21	7	the	the	DET
american_scientific_journal-12043	21	8	combination	combination	NOUN
american_scientific_journal-12043	21	9	solar	solar	ADJ
american_scientific_journal-12043	21	10	energy	energy	NOUN
american_scientific_journal-12043	21	11	with	with	ADP
american_scientific_journal-12043	21	12	existing	exist	VERB
american_scientific_journal-12043	21	13	systems	system	NOUN
american_scientific_journal-12043	21	14	and	and	CCONJ
american_scientific_journal-12043	21	15	using	use	VERB
american_scientific_journal-12043	21	16	smart	smart	ADJ
american_scientific_journal-12043	21	17	technologies	technology	NOUN
american_scientific_journal-12043	21	18	to	to	PART
american_scientific_journal-12043	21	19	manage	manage	VERB
american_scientific_journal-12043	21	20	and	and	CCONJ
american_scientific_journal-12043	21	21	optimize	optimize	VERB
american_scientific_journal-12043	21	22	energy	energy	NOUN
american_scientific_journal-12043	21	23	distribution	distribution	NOUN
american_scientific_journal-12043	21	24	.	.	PUNCT
american_scientific_journal-12043	22	1	it	it	PRON
american_scientific_journal-12043	22	2	also	also	ADV
american_scientific_journal-12043	22	3	examines	examine	VERB
american_scientific_journal-12043	22	4	the	the	DET
american_scientific_journal-12043	22	5	design	design	NOUN
american_scientific_journal-12043	22	6	of	of	ADP
american_scientific_journal-12043	22	7	smart	smart	ADJ
american_scientific_journal-12043	22	8	microgrids	microgrid	NOUN
american_scientific_journal-12043	22	9	with	with	ADP
american_scientific_journal-12043	22	10	ai	ai	ADJ
american_scientific_journal-12043	22	11	-	-	PUNCT
american_scientific_journal-12043	22	12	powered	power	VERB
american_scientific_journal-12043	22	13	load	load	NOUN
american_scientific_journal-12043	22	14	balancing	balance	VERB
american_scientific_journal-12043	22	15	to	to	PART
american_scientific_journal-12043	22	16	integrate	integrate	VERB
american_scientific_journal-12043	22	17	solar	solar	ADJ
american_scientific_journal-12043	22	18	power	power	NOUN
american_scientific_journal-12043	22	19	.	.	PUNCT
american_scientific_journal-12043	23	1	concept	concept	NOUN
american_scientific_journal-12043	23	2	of	of	ADP
american_scientific_journal-12043	23	3	blockchaain	blockchaain	NOUN
american_scientific_journal-12043	23	4	-	-	PUNCT
american_scientific_journal-12043	23	5	enable	enable	ADJ
american_scientific_journal-12043	23	6	peer	peer	NOUN
american_scientific_journal-12043	23	7	-	-	PUNCT
american_scientific_journal-12043	23	8	to	to	ADP
american_scientific_journal-12043	23	9	-	-	PUNCT
american_scientific_journal-12043	23	10	peer	peer	NOUN
american_scientific_journal-12043	23	11	energy	energy	NOUN
american_scientific_journal-12043	23	12	trading	trading	NOUN
american_scientific_journal-12043	23	13	was	be	AUX
american_scientific_journal-12043	23	14	also	also	ADV
american_scientific_journal-12043	23	15	examined	examine	VERB
american_scientific_journal-12043	23	16	.	.	PUNCT
american_scientific_journal-12043	24	1	2	2	X
american_scientific_journal-12043	24	2	.	.	X
american_scientific_journal-12043	24	3	literature	literature	PROPN
american_scientific_journal-12043	24	4	review	review	PROPN
american_scientific_journal-12043	24	5	studies	study	NOUN
american_scientific_journal-12043	24	6	such	such	ADJ
american_scientific_journal-12043	24	7	as	as	ADP
american_scientific_journal-12043	24	8	diab	diab	PROPN
american_scientific_journal-12043	24	9	and	and	CCONJ
american_scientific_journal-12043	24	10	his	his	PRON
american_scientific_journal-12043	24	11	colleagues	colleague	NOUN
american_scientific_journal-12043	24	12	,	,	PUNCT
american_scientific_journal-12043	24	13	[	[	X
american_scientific_journal-12043	24	14	3	3	NUM
american_scientific_journal-12043	24	15	]	]	PUNCT
american_scientific_journal-12043	24	16	,	,	PUNCT
american_scientific_journal-12043	24	17	el	el	PROPN
american_scientific_journal-12043	24	18	-	-	PUNCT
american_scientific_journal-12043	24	19	sayed	say	VERB
american_scientific_journal-12043	24	20	and	and	CCONJ
american_scientific_journal-12043	24	21	his	his	PRON
american_scientific_journal-12043	24	22	colleagues	colleague	NOUN
american_scientific_journal-12043	24	23	,	,	PUNCT
american_scientific_journal-12043	24	24	[	[	X
american_scientific_journal-12043	24	25	4	4	X
american_scientific_journal-12043	24	26	]	]	AUX
american_scientific_journal-12043	24	27	examines	examine	VERB
american_scientific_journal-12043	24	28	optimal	optimal	ADJ
american_scientific_journal-12043	24	29	integration	integration	NOUN
american_scientific_journal-12043	24	30	of	of	ADP
american_scientific_journal-12043	24	31	renewable	renewable	ADJ
american_scientific_journal-12043	24	32	energy	energy	NOUN
american_scientific_journal-12043	24	33	sources	source	NOUN
american_scientific_journal-12043	24	34	model	model	VERB
american_scientific_journal-12043	24	35	complexity	complexity	NOUN
american_scientific_journal-12043	24	36	in	in	ADP
american_scientific_journal-12043	24	37	the	the	DET
american_scientific_journal-12043	24	38	integration	integration	NOUN
american_scientific_journal-12043	24	39	of	of	ADP
american_scientific_journal-12043	24	40	weather	weather	NOUN
american_scientific_journal-12043	24	41	-	-	PUNCT
american_scientific_journal-12043	24	42	dependent	dependent	ADJ
american_scientific_journal-12043	24	43	renewable	renewable	NOUN
american_scientific_journal-12043	24	44	.	.	PUNCT
american_scientific_journal-12043	25	1	they	they	PRON
american_scientific_journal-12043	25	2	advise	advise	VERB
american_scientific_journal-12043	25	3	customizing	customizing	NOUN
american_scientific_journal-12043	25	4	model	model	NOUN
american_scientific_journal-12043	25	5	design	design	NOUN
american_scientific_journal-12043	25	6	and	and	CCONJ
american_scientific_journal-12043	25	7	utilizing	utilize	VERB
american_scientific_journal-12043	25	8	aggregation	aggregation	NOUN
american_scientific_journal-12043	25	9	,	,	PUNCT
american_scientific_journal-12043	25	10	decomposition	decomposition	NOUN
american_scientific_journal-12043	25	11	,	,	PUNCT
american_scientific_journal-12043	25	12	and	and	CCONJ
american_scientific_journal-12043	25	13	linearisation	linearisation	NOUN
american_scientific_journal-12043	25	14	.	.	PUNCT
american_scientific_journal-12043	26	1	energy	energy	NOUN
american_scientific_journal-12043	26	2	systems	system	NOUN
american_scientific_journal-12043	26	3	are	be	AUX
american_scientific_journal-12043	26	4	changing	change	VERB
american_scientific_journal-12043	26	5	quickly	quickly	ADV
american_scientific_journal-12043	26	6	all	all	ADV
american_scientific_journal-12043	26	7	over	over	ADP
american_scientific_journal-12043	26	8	the	the	DET
american_scientific_journal-12043	26	9	world	world	NOUN
american_scientific_journal-12043	26	10	because	because	SCONJ
american_scientific_journal-12043	26	11	of	of	ADP
american_scientific_journal-12043	26	12	changes	change	NOUN
american_scientific_journal-12043	26	13	in	in	ADP
american_scientific_journal-12043	26	14	regulations	regulation	NOUN
american_scientific_journal-12043	26	15	,	,	PUNCT
american_scientific_journal-12043	26	16	policy	policy	NOUN
american_scientific_journal-12043	26	17	,	,	PUNCT
american_scientific_journal-12043	26	18	technology	technology	NOUN
american_scientific_journal-12043	26	19	,	,	PUNCT
american_scientific_journal-12043	26	20	and	and	CCONJ
american_scientific_journal-12043	26	21	consumer	consumer	NOUN
american_scientific_journal-12043	26	22	preferences	preference	NOUN
american_scientific_journal-12043	26	23	.	.	PUNCT
american_scientific_journal-12043	27	1	as	as	ADP
american_scientific_journal-12043	27	2	cities	city	NOUN
american_scientific_journal-12043	27	3	,	,	PUNCT
american_scientific_journal-12043	27	4	states	state	NOUN
american_scientific_journal-12043	27	5	,	,	PUNCT
american_scientific_journal-12043	27	6	and	and	CCONJ
american_scientific_journal-12043	27	7	municipalities	municipality	NOUN
american_scientific_journal-12043	27	8	continue	continue	VERB
american_scientific_journal-12043	27	9	to	to	PART
american_scientific_journal-12043	27	10	announce	announce	VERB
american_scientific_journal-12043	27	11	plans	plan	NOUN
american_scientific_journal-12043	27	12	to	to	PART
american_scientific_journal-12043	27	13	cut	cut	VERB
american_scientific_journal-12043	27	14	carbon	carbon	NOUN
american_scientific_journal-12043	27	15	emissions	emission	NOUN
american_scientific_journal-12043	27	16	,	,	PUNCT
american_scientific_journal-12043	27	17	the	the	DET
american_scientific_journal-12043	27	18	world	world	NOUN
american_scientific_journal-12043	27	19	is	be	AUX
american_scientific_journal-12043	27	20	moving	move	VERB
american_scientific_journal-12043	27	21	towards	towards	ADP
american_scientific_journal-12043	27	22	renewable	renewable	ADJ
american_scientific_journal-12043	27	23	energy	energy	NOUN
american_scientific_journal-12043	27	24	sources	source	NOUN
american_scientific_journal-12043	27	25	.	.	PUNCT
american_scientific_journal-12043	28	1	hao	hao	PROPN
american_scientific_journal-12043	28	2	and	and	CCONJ
american_scientific_journal-12043	28	3	his	his	PRON
american_scientific_journal-12043	28	4	colleagues,[5	colleagues,[5	NUM
american_scientific_journal-12043	28	5	]	]	X
american_scientific_journal-12043	28	6	present	present	NOUN
american_scientific_journal-12043	28	7	a	a	DET
american_scientific_journal-12043	28	8	two	two	NUM
american_scientific_journal-12043	28	9	-	-	PUNCT
american_scientific_journal-12043	28	10	stage	stage	NOUN
american_scientific_journal-12043	28	11	stochastic	stochastic	ADJ
american_scientific_journal-12043	28	12	programming	programming	NOUN
american_scientific_journal-12043	28	13	framework	framework	NOUN
american_scientific_journal-12043	28	14	for	for	ADP
american_scientific_journal-12043	28	15	microgrids	microgrid	NOUN
american_scientific_journal-12043	28	16	that	that	PRON
american_scientific_journal-12043	28	17	incorporates	incorporate	VERB
american_scientific_journal-12043	28	18	demand	demand	NOUN
american_scientific_journal-12043	28	19	response	response	NOUN
american_scientific_journal-12043	28	20	and	and	CCONJ
american_scientific_journal-12043	28	21	prediction	prediction	NOUN
american_scientific_journal-12043	28	22	error	error	NOUN
american_scientific_journal-12043	28	23	sensitivity	sensitivity	NOUN
american_scientific_journal-12043	28	24	to	to	PART
american_scientific_journal-12043	28	25	optimize	optimize	VERB
american_scientific_journal-12043	28	26	both	both	DET
american_scientific_journal-12043	28	27	operation	operation	NOUN
american_scientific_journal-12043	28	28	(	(	PUNCT
american_scientific_journal-12043	28	29	day	day	NOUN
american_scientific_journal-12043	28	30	-	-	PUNCT
american_scientific_journal-12043	28	31	ahead	ahead	NOUN
american_scientific_journal-12043	28	32	scheduling	scheduling	NOUN
american_scientific_journal-12043	28	33	)	)	PUNCT
american_scientific_journal-12043	28	34	and	and	CCONJ
american_scientific_journal-12043	28	35	investment	investment	NOUN
american_scientific_journal-12043	28	36	(	(	PUNCT
american_scientific_journal-12043	28	37	e.g.	e.g.	ADV
american_scientific_journal-12043	28	38	,	,	PUNCT
american_scientific_journal-12043	28	39	solar	solar	ADJ
american_scientific_journal-12043	28	40	,	,	PUNCT
american_scientific_journal-12043	28	41	wind	wind	NOUN
american_scientific_journal-12043	28	42	,	,	PUNCT
american_scientific_journal-12043	28	43	and	and	CCONJ
american_scientific_journal-12043	28	44	storage	storage	NOUN
american_scientific_journal-12043	28	45	capacities	capacity	NOUN
american_scientific_journal-12043	28	46	)	)	PUNCT
american_scientific_journal-12043	28	47	.	.	PUNCT
american_scientific_journal-12043	29	1	alsokhna	alsokhna	PROPN
american_scientific_journal-12043	30	1	[	[	X
american_scientific_journal-12043	30	2	1	1	NUM
american_scientific_journal-12043	30	3	]	]	PUNCT
american_scientific_journal-12043	30	4	introduces	introduce	VERB
american_scientific_journal-12043	30	5	multi	multi	ADJ
american_scientific_journal-12043	30	6	-	-	ADJ
american_scientific_journal-12043	30	7	objective	objective	ADJ
american_scientific_journal-12043	30	8	optimization	optimization	NOUN
american_scientific_journal-12043	30	9	for	for	ADP
american_scientific_journal-12043	30	10	solar	solar	ADJ
american_scientific_journal-12043	30	11	-	-	PUNCT
american_scientific_journal-12043	30	12	wind	wind	NOUN
american_scientific_journal-12043	30	13	-	-	PUNCT
american_scientific_journal-12043	30	14	battery	battery	NOUN
american_scientific_journal-12043	30	15	configurations	configuration	NOUN
american_scientific_journal-12043	30	16	in	in	ADP
american_scientific_journal-12043	30	17	off	off	ADP
american_scientific_journal-12043	30	18	-	-	PUNCT
american_scientific_journal-12043	30	19	grid	grid	NOUN
american_scientific_journal-12043	30	20	and	and	CCONJ
american_scientific_journal-12043	30	21	on	on	ADP
american_scientific_journal-12043	30	22	-	-	PUNCT
american_scientific_journal-12043	30	23	grid	grid	ADJ
american_scientific_journal-12043	30	24	hybrid	hybrid	NOUN
american_scientific_journal-12043	30	25	systems	system	NOUN
american_scientific_journal-12043	30	26	.	.	PUNCT
american_scientific_journal-12043	31	1	this	this	DET
american_scientific_journal-12043	31	2	optimization	optimization	NOUN
american_scientific_journal-12043	31	3	balances	balance	NOUN
american_scientific_journal-12043	31	4	levelized	levelize	VERB
american_scientific_journal-12043	31	5	cost	cost	NOUN
american_scientific_journal-12043	31	6	of	of	ADP
american_scientific_journal-12043	31	7	energy	energy	NOUN
american_scientific_journal-12043	31	8	(	(	PUNCT
american_scientific_journal-12043	31	9	lcoe	lcoe	ADJ
american_scientific_journal-12043	31	10	)	)	PUNCT
american_scientific_journal-12043	31	11	and	and	CCONJ
american_scientific_journal-12043	31	12	loss	loss	NOUN
american_scientific_journal-12043	31	13	of	of	ADP
american_scientific_journal-12043	31	14	power	power	NOUN
american_scientific_journal-12043	31	15	supply	supply	NOUN
american_scientific_journal-12043	31	16	probability	probability	NOUN
american_scientific_journal-12043	31	17	(	(	PUNCT
american_scientific_journal-12043	31	18	lpsp	lpsp	NOUN
american_scientific_journal-12043	31	19	)	)	PUNCT
american_scientific_journal-12043	31	20	.	.	PUNCT
american_scientific_journal-12043	32	1	for	for	ADP
american_scientific_journal-12043	32	2	off	off	ADP
american_scientific_journal-12043	32	3	-	-	PUNCT
american_scientific_journal-12043	32	4	grid	grid	NOUN
american_scientific_journal-12043	32	5	configurations	configuration	NOUN
american_scientific_journal-12043	32	6	,	,	PUNCT
american_scientific_journal-12043	32	7	particle	particle	NOUN
american_scientific_journal-12043	32	8	swarm	swarm	NOUN
american_scientific_journal-12043	32	9	optimization	optimization	NOUN
american_scientific_journal-12043	32	10	(	(	PUNCT
american_scientific_journal-12043	32	11	pso	pso	NOUN
american_scientific_journal-12043	32	12	)	)	PUNCT
american_scientific_journal-12043	32	13	is	be	AUX
american_scientific_journal-12043	32	14	found	find	VERB
american_scientific_journal-12043	32	15	to	to	PART
american_scientific_journal-12043	32	16	minimize	minimize	VERB
american_scientific_journal-12043	32	17	lcoe	lcoe	ADJ
american_scientific_journal-12043	32	18	,	,	PUNCT
american_scientific_journal-12043	32	19	whereas	whereas	SCONJ
american_scientific_journal-12043	32	20	transit	transit	NOUN
american_scientific_journal-12043	32	21	search	search	NOUN
american_scientific_journal-12043	32	22	optimisation	optimisation	NOUN
american_scientific_journal-12043	32	23	performs	perform	VERB
american_scientific_journal-12043	32	24	exceptionally	exceptionally	ADV
american_scientific_journal-12043	32	25	well	well	ADV
american_scientific_journal-12043	32	26	in	in	ADP
american_scientific_journal-12043	32	27	on	on	ADP
american_scientific_journal-12043	32	28	-	-	PUNCT
american_scientific_journal-12043	32	29	grid	grid	NOUN
american_scientific_journal-12043	32	30	settings	setting	NOUN
american_scientific_journal-12043	32	31	.	.	PUNCT
american_scientific_journal-12043	33	1	a	a	DET
american_scientific_journal-12043	33	2	stochastic	stochastic	ADJ
american_scientific_journal-12043	33	3	hierarchical	hierarchical	ADJ
american_scientific_journal-12043	33	4	planning	planning	NOUN
american_scientific_journal-12043	33	5	(	(	PUNCT
american_scientific_journal-12043	33	6	shp	shp	NOUN
american_scientific_journal-12043	33	7	)	)	PUNCT
american_scientific_journal-12043	33	8	framework	framework	NOUN
american_scientific_journal-12043	33	9	that	that	PRON
american_scientific_journal-12043	33	10	incorporates	incorporate	VERB
american_scientific_journal-12043	33	11	day	day	NOUN
american_scientific_journal-12043	33	12	-	-	PUNCT
american_scientific_journal-12043	33	13	ahead	ahead	NOUN
american_scientific_journal-12043	33	14	,	,	PUNCT
american_scientific_journal-12043	33	15	short	short	ADJ
american_scientific_journal-12043	33	16	-	-	PUNCT
american_scientific_journal-12043	33	17	term	term	NOUN
american_scientific_journal-12043	33	18	and	and	CCONJ
american_scientific_journal-12043	33	19	hour	hour	NOUN
american_scientific_journal-12043	33	20	-	-	PUNCT
american_scientific_journal-12043	33	21	ahead	ahead	NOUN
american_scientific_journal-12043	33	22	american	american	ADJ
american_scientific_journal-12043	33	23	academic	academic	ADJ
american_scientific_journal-12043	33	24	scientific	scientific	ADJ
american_scientific_journal-12043	33	25	research	research	NOUN
american_scientific_journal-12043	33	26	journal	journal	NOUN
american_scientific_journal-12043	33	27	for	for	ADP
american_scientific_journal-12043	33	28	engineering	engineering	NOUN
american_scientific_journal-12043	33	29	,	,	PUNCT
american_scientific_journal-12043	33	30	technology	technology	NOUN
american_scientific_journal-12043	33	31	,	,	PUNCT
american_scientific_journal-12043	33	32	and	and	CCONJ
american_scientific_journal-12043	33	33	sciences	science	NOUN
american_scientific_journal-12043	33	34	(	(	PUNCT
american_scientific_journal-12043	33	35	asrjets	asrjet	NOUN
american_scientific_journal-12043	33	36	)	)	PUNCT
american_scientific_journal-12043	33	37	volume	volume	NOUN
american_scientific_journal-12043	33	38	103	103	NUM
american_scientific_journal-12043	33	39	,	,	PUNCT
american_scientific_journal-12043	33	40	no	no	DET
american_scientific_journal-12043	33	41	1	1	NUM
american_scientific_journal-12043	33	42	,	,	PUNCT
american_scientific_journal-12043	33	43	pp	pp	ADV
american_scientific_journal-12043	33	44	195	195	NUM
american_scientific_journal-12043	33	45	-	-	SYM
american_scientific_journal-12043	33	46	205	205	NUM
american_scientific_journal-12043	33	47	197	197	NUM
american_scientific_journal-12043	33	48	decision	decision	NOUN
american_scientific_journal-12043	33	49	horizons	horizon	NOUN
american_scientific_journal-12043	33	50	is	be	AUX
american_scientific_journal-12043	33	51	put	put	VERB
american_scientific_journal-12043	33	52	forth	forth	ADV
american_scientific_journal-12043	33	53	by	by	ADP
american_scientific_journal-12043	33	54	atakan	atakan	PROPN
american_scientific_journal-12043	33	55	and	and	CCONJ
american_scientific_journal-12043	33	56	his	his	PRON
american_scientific_journal-12043	33	57	colleagues	colleague	NOUN
american_scientific_journal-12043	33	58	,	,	PUNCT
american_scientific_journal-12043	33	59	[	[	X
american_scientific_journal-12043	33	60	6	6	NUM
american_scientific_journal-12043	33	61	]	]	PUNCT
american_scientific_journal-12043	33	62	.	.	PUNCT
american_scientific_journal-12043	34	1	shp	shp	NOUN
american_scientific_journal-12043	34	2	dramatically	dramatically	ADV
american_scientific_journal-12043	34	3	enhances	enhance	VERB
american_scientific_journal-12043	34	4	dependability	dependability	NOUN
american_scientific_journal-12043	34	5	,	,	PUNCT
american_scientific_journal-12043	34	6	environmental	environmental	ADJ
american_scientific_journal-12043	34	7	results	result	NOUN
american_scientific_journal-12043	34	8	,	,	PUNCT
american_scientific_journal-12043	34	9	and	and	CCONJ
american_scientific_journal-12043	34	10	economics	economic	NOUN
american_scientific_journal-12043	34	11	under	under	ADP
american_scientific_journal-12043	34	12	high	high	ADJ
american_scientific_journal-12043	34	13	solar	solar	ADJ
american_scientific_journal-12043	34	14	and	and	CCONJ
american_scientific_journal-12043	34	15	wind	wind	NOUN
american_scientific_journal-12043	34	16	penetration	penetration	NOUN
american_scientific_journal-12043	34	17	,	,	PUNCT
american_scientific_journal-12043	34	18	according	accord	VERB
american_scientific_journal-12043	34	19	to	to	ADP
american_scientific_journal-12043	34	20	simulation	simulation	NOUN
american_scientific_journal-12043	34	21	using	use	VERB
american_scientific_journal-12043	34	22	the	the	DET
american_scientific_journal-12043	34	23	nrel-118	nrel-118	NOUN
american_scientific_journal-12043	34	24	dataset	dataset	NOUN
american_scientific_journal-12043	34	25	.	.	PUNCT
american_scientific_journal-12043	35	1	3	3	X
american_scientific_journal-12043	35	2	.	.	X
american_scientific_journal-12043	35	3	integration	integration	NOUN
american_scientific_journal-12043	35	4	strategies	strategy	NOUN
american_scientific_journal-12043	35	5	for	for	ADP
american_scientific_journal-12043	35	6	grid	grid	NOUN
american_scientific_journal-12043	35	7	compatibility	compatibility	NOUN
american_scientific_journal-12043	35	8	and	and	CCONJ
american_scientific_journal-12043	35	9	control	control	NOUN
american_scientific_journal-12043	35	10	financial	financial	ADJ
american_scientific_journal-12043	35	11	,	,	PUNCT
american_scientific_journal-12043	35	12	technical	technical	ADJ
american_scientific_journal-12043	35	13	,	,	PUNCT
american_scientific_journal-12043	35	14	and	and	CCONJ
american_scientific_journal-12043	35	15	regulatory	regulatory	ADJ
american_scientific_journal-12043	35	16	barriers	barrier	NOUN
american_scientific_journal-12043	35	17	frequently	frequently	ADV
american_scientific_journal-12043	35	18	arise	arise	VERB
american_scientific_journal-12043	35	19	when	when	SCONJ
american_scientific_journal-12043	35	20	integrating	integrate	VERB
american_scientific_journal-12043	35	21	pv	pv	INTJ
american_scientific_journal-12043	35	22	into	into	ADP
american_scientific_journal-12043	35	23	current	current	ADJ
american_scientific_journal-12043	35	24	power	power	NOUN
american_scientific_journal-12043	35	25	networks	network	NOUN
american_scientific_journal-12043	35	26	.	.	PUNCT
american_scientific_journal-12043	36	1	coordination	coordination	NOUN
american_scientific_journal-12043	36	2	amongst	amongst	ADP
american_scientific_journal-12043	36	3	stakeholders	stakeholder	NOUN
american_scientific_journal-12043	36	4	,	,	PUNCT
american_scientific_journal-12043	36	5	financing	financing	NOUN
american_scientific_journal-12043	36	6	options	option	NOUN
american_scientific_journal-12043	36	7	like	like	ADP
american_scientific_journal-12043	36	8	ppas	ppa	NOUN
american_scientific_journal-12043	36	9	,	,	PUNCT
american_scientific_journal-12043	36	10	and	and	CCONJ
american_scientific_journal-12043	36	11	compatibility	compatibility	NOUN
american_scientific_journal-12043	36	12	with	with	ADP
american_scientific_journal-12043	36	13	legacy	legacy	NOUN
american_scientific_journal-12043	36	14	systems	system	NOUN
american_scientific_journal-12043	36	15	are	be	AUX
american_scientific_journal-12043	36	16	necessary	necessary	ADJ
american_scientific_journal-12043	36	17	for	for	ADP
american_scientific_journal-12043	36	18	effective	effective	ADJ
american_scientific_journal-12043	36	19	solutions	solution	NOUN
american_scientific_journal-12043	36	20	.	.	PUNCT
american_scientific_journal-12043	37	1	technically	technically	ADV
american_scientific_journal-12043	37	2	speaking	speak	VERB
american_scientific_journal-12043	37	3	,	,	PUNCT
american_scientific_journal-12043	37	4	distributed	distribute	VERB
american_scientific_journal-12043	37	5	solar	solar	ADJ
american_scientific_journal-12043	37	6	injection	injection	NOUN
american_scientific_journal-12043	37	7	can	can	AUX
american_scientific_journal-12043	37	8	be	be	AUX
american_scientific_journal-12043	37	9	made	make	VERB
american_scientific_journal-12043	37	10	possible	possible	ADJ
american_scientific_journal-12043	37	11	without	without	ADP
american_scientific_journal-12043	37	12	extensive	extensive	ADJ
american_scientific_journal-12043	37	13	transmission	transmission	NOUN
american_scientific_journal-12043	37	14	upgrades	upgrade	NOUN
american_scientific_journal-12043	37	15	by	by	ADP
american_scientific_journal-12043	37	16	using	use	VERB
american_scientific_journal-12043	37	17	techniques	technique	NOUN
american_scientific_journal-12043	37	18	like	like	ADP
american_scientific_journal-12043	37	19	bi	bi	ADJ
american_scientific_journal-12043	37	20	-	-	ADJ
american_scientific_journal-12043	37	21	directional	directional	ADJ
american_scientific_journal-12043	37	22	transformers	transformer	NOUN
american_scientific_journal-12043	37	23	and	and	CCONJ
american_scientific_journal-12043	37	24	dynamic	dynamic	ADJ
american_scientific_journal-12043	37	25	line	line	NOUN
american_scientific_journal-12043	37	26	ratings	rating	NOUN
american_scientific_journal-12043	37	27	.	.	PUNCT
american_scientific_journal-12043	38	1	grid	grid	NOUN
american_scientific_journal-12043	38	2	stability	stability	NOUN
american_scientific_journal-12043	38	3	is	be	AUX
american_scientific_journal-12043	38	4	strengthened	strengthen	VERB
american_scientific_journal-12043	38	5	by	by	ADP
american_scientific_journal-12043	38	6	the	the	DET
american_scientific_journal-12043	38	7	emergence	emergence	NOUN
american_scientific_journal-12043	38	8	of	of	ADP
american_scientific_journal-12043	38	9	solar	solar	ADJ
american_scientific_journal-12043	38	10	-	-	PUNCT
american_scientific_journal-12043	38	11	plus	plus	CCONJ
american_scientific_journal-12043	38	12	-	-	PUNCT
american_scientific_journal-12043	38	13	storage	storage	NOUN
american_scientific_journal-12043	38	14	systems	system	NOUN
american_scientific_journal-12043	38	15	,	,	PUNCT
american_scientific_journal-12043	38	16	which	which	PRON
american_scientific_journal-12043	38	17	make	make	VERB
american_scientific_journal-12043	38	18	solar	solar	ADJ
american_scientific_journal-12043	38	19	dispatchable	dispatchable	NOUN
american_scientific_journal-12043	38	20	.	.	PUNCT
american_scientific_journal-12043	39	1	with	with	ADP
american_scientific_journal-12043	39	2	288	288	NUM
american_scientific_journal-12043	39	3	operational	operational	ADJ
american_scientific_journal-12043	39	4	solar	solar	ADJ
american_scientific_journal-12043	39	5	-	-	PUNCT
american_scientific_journal-12043	39	6	plusstorage	plusstorage	NOUN
american_scientific_journal-12043	39	7	facilities	facility	NOUN
american_scientific_journal-12043	39	8	providing	provide	VERB
american_scientific_journal-12043	39	9	7.8	7.8	NUM
american_scientific_journal-12043	39	10	gw	gw	NOUN
american_scientific_journal-12043	39	11	of	of	ADP
american_scientific_journal-12043	39	12	generation	generation	NOUN
american_scientific_journal-12043	39	13	and	and	CCONJ
american_scientific_journal-12043	39	14	24.2	24.2	NUM
american_scientific_journal-12043	39	15	gwh	gwh	NOUN
american_scientific_journal-12043	39	16	of	of	ADP
american_scientific_journal-12043	39	17	storage	storage	NOUN
american_scientific_journal-12043	39	18	capacity	capacity	NOUN
american_scientific_journal-12043	39	19	,	,	PUNCT
american_scientific_journal-12043	39	20	storage	storage	NOUN
american_scientific_journal-12043	39	21	is	be	AUX
american_scientific_journal-12043	39	22	now	now	ADV
american_scientific_journal-12043	39	23	a	a	DET
american_scientific_journal-12043	39	24	feature	feature	NOUN
american_scientific_journal-12043	39	25	of	of	ADP
american_scientific_journal-12043	39	26	61	61	NUM
american_scientific_journal-12043	39	27	%	%	NOUN
american_scientific_journal-12043	39	28	of	of	ADP
american_scientific_journal-12043	39	29	new	new	ADJ
american_scientific_journal-12043	39	30	hybrid	hybrid	ADJ
american_scientific_journal-12043	39	31	power	power	NOUN
american_scientific_journal-12043	39	32	plants	plant	NOUN
american_scientific_journal-12043	39	33	in	in	ADP
american_scientific_journal-12043	39	34	the	the	DET
american_scientific_journal-12043	39	35	united	united	PROPN
american_scientific_journal-12043	39	36	states	states	PROPN
american_scientific_journal-12043	39	37	.	.	PUNCT
american_scientific_journal-12043	40	1	3.1	3.1	NUM
american_scientific_journal-12043	40	2	machine	machine	NOUN
american_scientific_journal-12043	40	3	learning	learning	NOUN
american_scientific_journal-12043	40	4	and	and	CCONJ
american_scientific_journal-12043	40	5	ai	ai	AUX
american_scientific_journal-12043	40	6	-	-	PUNCT
american_scientific_journal-12043	40	7	driven	drive	VERB
american_scientific_journal-12043	40	8	forecasting	forecasting	NOUN
american_scientific_journal-12043	40	9	/	/	SYM
american_scientific_journal-12043	40	10	optimization	optimization	NOUN
american_scientific_journal-12043	40	11	islam	islam	PROPN
american_scientific_journal-12043	40	12	and	and	CCONJ
american_scientific_journal-12043	40	13	his	his	PRON
american_scientific_journal-12043	40	14	colleagues	colleague	NOUN
american_scientific_journal-12043	40	15	,	,	PUNCT
american_scientific_journal-12043	40	16	[	[	X
american_scientific_journal-12043	40	17	7	7	X
american_scientific_journal-12043	40	18	]	]	PUNCT
american_scientific_journal-12043	40	19	explore	explore	VERB
american_scientific_journal-12043	40	20	ai	ai	ADJ
american_scientific_journal-12043	40	21	-	-	PUNCT
american_scientific_journal-12043	40	22	driven	drive	VERB
american_scientific_journal-12043	40	23	algorithms	algorithm	NOUN
american_scientific_journal-12043	40	24	,	,	PUNCT
american_scientific_journal-12043	40	25	including	include	VERB
american_scientific_journal-12043	40	26	abc	abc	PROPN
american_scientific_journal-12043	40	27	,	,	PUNCT
american_scientific_journal-12043	40	28	pso	pso	PROPN
american_scientific_journal-12043	40	29	,	,	PUNCT
american_scientific_journal-12043	40	30	aco	aco	PROPN
american_scientific_journal-12043	40	31	,	,	PUNCT
american_scientific_journal-12043	40	32	pio	pio	PROPN
american_scientific_journal-12043	40	33	,	,	PUNCT
american_scientific_journal-12043	40	34	and	and	CCONJ
american_scientific_journal-12043	40	35	dio	dio	NOUN
american_scientific_journal-12043	40	36	—	—	PUNCT
american_scientific_journal-12043	40	37	for	for	ADP
american_scientific_journal-12043	40	38	optimizing	optimize	VERB
american_scientific_journal-12043	40	39	solar	solar	ADJ
american_scientific_journal-12043	40	40	pv	pv	NOUN
american_scientific_journal-12043	40	41	systems	system	NOUN
american_scientific_journal-12043	40	42	.	.	PUNCT
american_scientific_journal-12043	41	1	they	they	PRON
american_scientific_journal-12043	41	2	report	report	VERB
american_scientific_journal-12043	41	3	quantitative	quantitative	ADJ
american_scientific_journal-12043	41	4	gains	gain	NOUN
american_scientific_journal-12043	41	5	:	:	PUNCT
american_scientific_journal-12043	41	6	pso	pso	NOUN
american_scientific_journal-12043	41	7	increased	increase	VERB
american_scientific_journal-12043	41	8	mppt	mppt	NOUN
american_scientific_journal-12043	41	9	efficiency	efficiency	NOUN
american_scientific_journal-12043	41	10	by	by	ADP
american_scientific_journal-12043	41	11	7.5	7.5	NUM
american_scientific_journal-12043	41	12	%	%	NOUN
american_scientific_journal-12043	41	13	,	,	PUNCT
american_scientific_journal-12043	41	14	pio	pio	PROPN
american_scientific_journal-12043	41	15	improved	improve	VERB
american_scientific_journal-12043	41	16	mppt	mppt	NOUN
american_scientific_journal-12043	41	17	performance	performance	NOUN
american_scientific_journal-12043	41	18	from	from	ADP
american_scientific_journal-12043	41	19	95.2	95.2	NUM
american_scientific_journal-12043	41	20	%	%	NOUN
american_scientific_journal-12043	41	21	to	to	ADP
american_scientific_journal-12043	41	22	99.1	99.1	NUM
american_scientific_journal-12043	41	23	%	%	NOUN
american_scientific_journal-12043	41	24	,	,	PUNCT
american_scientific_journal-12043	41	25	and	and	CCONJ
american_scientific_journal-12043	41	26	abc	abc	PROPN
american_scientific_journal-12043	41	27	produced	produce	VERB
american_scientific_journal-12043	41	28	a	a	DET
american_scientific_journal-12043	41	29	6.4	6.4	NUM
american_scientific_journal-12043	41	30	%	%	NOUN
american_scientific_journal-12043	41	31	increase	increase	NOUN
american_scientific_journal-12043	41	32	in	in	ADP
american_scientific_journal-12043	41	33	generation	generation	NOUN
american_scientific_journal-12043	41	34	.	.	PUNCT
american_scientific_journal-12043	42	1	in	in	ADP
american_scientific_journal-12043	42	2	terms	term	NOUN
american_scientific_journal-12043	42	3	of	of	ADP
american_scientific_journal-12043	42	4	solar	solar	ADJ
american_scientific_journal-12043	42	5	forecasting	forecasting	NOUN
american_scientific_journal-12043	42	6	,	,	PUNCT
american_scientific_journal-12043	42	7	ai	ai	AUX
american_scientific_journal-12043	42	8	models	model	NOUN
american_scientific_journal-12043	42	9	like	like	ADP
american_scientific_journal-12043	42	10	rnns	rnn	NOUN
american_scientific_journal-12043	42	11	,	,	PUNCT
american_scientific_journal-12043	42	12	grus	grus	NOUN
american_scientific_journal-12043	42	13	,	,	PUNCT
american_scientific_journal-12043	42	14	and	and	CCONJ
american_scientific_journal-12043	42	15	lstms	lstms	NOUN
american_scientific_journal-12043	42	16	perform	perform	VERB
american_scientific_journal-12043	42	17	better	well	ADV
american_scientific_journal-12043	42	18	than	than	ADP
american_scientific_journal-12043	42	19	conventional	conventional	ADJ
american_scientific_journal-12043	42	20	techniques	technique	NOUN
american_scientific_journal-12043	42	21	like	like	ADP
american_scientific_journal-12043	42	22	svm	svm	PROPN
american_scientific_journal-12043	42	23	and	and	CCONJ
american_scientific_journal-12043	42	24	cnn	cnn	PROPN
american_scientific_journal-12043	42	25	.	.	PUNCT
american_scientific_journal-12043	43	1	buildings	building	NOUN
american_scientific_journal-12043	43	2	can	can	AUX
american_scientific_journal-12043	43	3	reduce	reduce	VERB
american_scientific_journal-12043	43	4	grid	grid	NOUN
american_scientific_journal-12043	43	5	reliance	reliance	NOUN
american_scientific_journal-12043	43	6	by	by	ADP
american_scientific_journal-12043	43	7	up	up	ADP
american_scientific_journal-12043	43	8	to	to	PART
american_scientific_journal-12043	43	9	40	40	NUM
american_scientific_journal-12043	43	10	%	%	NOUN
american_scientific_journal-12043	43	11	,	,	PUNCT
american_scientific_journal-12043	43	12	improve	improve	VERB
american_scientific_journal-12043	43	13	energy	energy	NOUN
american_scientific_journal-12043	43	14	dispatch	dispatch	NOUN
american_scientific_journal-12043	43	15	,	,	PUNCT
american_scientific_journal-12043	43	16	and	and	CCONJ
american_scientific_journal-12043	43	17	proactively	proactively	ADV
american_scientific_journal-12043	43	18	identify	identify	VERB
american_scientific_journal-12043	43	19	system	system	NOUN
american_scientific_journal-12043	43	20	inefficiencies	inefficiency	NOUN
american_scientific_journal-12043	43	21	by	by	ADP
american_scientific_journal-12043	43	22	utilizing	utilize	VERB
american_scientific_journal-12043	43	23	techniques	technique	NOUN
american_scientific_journal-12043	43	24	like	like	ADP
american_scientific_journal-12043	43	25	load	load	NOUN
american_scientific_journal-12043	43	26	balancing	balancing	NOUN
american_scientific_journal-12043	43	27	,	,	PUNCT
american_scientific_journal-12043	43	28	battery	battery	NOUN
american_scientific_journal-12043	43	29	management	management	NOUN
american_scientific_journal-12043	43	30	,	,	PUNCT
american_scientific_journal-12043	43	31	and	and	CCONJ
american_scientific_journal-12043	43	32	reinforcement	reinforcement	NOUN
american_scientific_journal-12043	43	33	learning	learning	NOUN
american_scientific_journal-12043	43	34	(	(	PUNCT
american_scientific_journal-12043	43	35	e.g.	e.g.	ADV
american_scientific_journal-12043	43	36	,	,	PUNCT
american_scientific_journal-12043	43	37	markov	markov	NOUN
american_scientific_journal-12043	43	38	decision	decision	NOUN
american_scientific_journal-12043	43	39	processes	process	NOUN
american_scientific_journal-12043	43	40	,	,	PUNCT
american_scientific_journal-12043	43	41	deep	deep	ADJ
american_scientific_journal-12043	43	42	q	q	NOUN
american_scientific_journal-12043	43	43	-	-	PUNCT
american_scientific_journal-12043	43	44	networks	network	NOUN
american_scientific_journal-12043	43	45	)	)	PUNCT
american_scientific_journal-12043	43	46	.	.	PUNCT
american_scientific_journal-12043	44	1	3.2	3.2	NUM
american_scientific_journal-12043	44	2	integration	integration	NOUN
american_scientific_journal-12043	44	3	into	into	ADP
american_scientific_journal-12043	44	4	existing	exist	VERB
american_scientific_journal-12043	44	5	infrastructure	infrastructure	NOUN
american_scientific_journal-12043	44	6	and	and	CCONJ
american_scientific_journal-12043	44	7	dual	dual	ADJ
american_scientific_journal-12043	44	8	-	-	PUNCT
american_scientific_journal-12043	44	9	use	use	NOUN
american_scientific_journal-12043	44	10	approaches	approach	NOUN
american_scientific_journal-12043	44	11	building	building	NOUN
american_scientific_journal-12043	44	12	-	-	PUNCT
american_scientific_journal-12043	44	13	integrated	integrate	VERB
american_scientific_journal-12043	44	14	photovoltaics	photovoltaic	NOUN
american_scientific_journal-12043	44	15	,	,	PUNCT
american_scientific_journal-12043	44	16	or	or	CCONJ
american_scientific_journal-12043	44	17	bipv	bipv	NOUN
american_scientific_journal-12043	44	18	,	,	PUNCT
american_scientific_journal-12043	44	19	integrate	integrate	VERB
american_scientific_journal-12043	44	20	solar	solar	ADJ
american_scientific_journal-12043	44	21	energy	energy	NOUN
american_scientific_journal-12043	44	22	into	into	ADP
american_scientific_journal-12043	44	23	building	build	VERB
american_scientific_journal-12043	44	24	envelopes	envelope	NOUN
american_scientific_journal-12043	44	25	like	like	ADP
american_scientific_journal-12043	44	26	windows	window	NOUN
american_scientific_journal-12043	44	27	or	or	CCONJ
american_scientific_journal-12043	44	28	façades	façade	NOUN
american_scientific_journal-12043	44	29	,	,	PUNCT
american_scientific_journal-12043	44	30	but	but	CCONJ
american_scientific_journal-12043	44	31	they	they	PRON
american_scientific_journal-12043	44	32	have	have	VERB
american_scientific_journal-12043	44	33	drawbacks	drawback	NOUN
american_scientific_journal-12043	44	34	like	like	ADP
american_scientific_journal-12043	44	35	higher	high	ADJ
american_scientific_journal-12043	44	36	module	module	NOUN
american_scientific_journal-12043	44	37	temperatures	temperature	NOUN
american_scientific_journal-12043	44	38	that	that	PRON
american_scientific_journal-12043	44	39	lower	low	ADJ
american_scientific_journal-12043	44	40	efficiency	efficiency	NOUN
american_scientific_journal-12043	44	41	and	and	CCONJ
american_scientific_journal-12043	44	42	increase	increase	VERB
american_scientific_journal-12043	44	43	the	the	DET
american_scientific_journal-12043	44	44	chance	chance	NOUN
american_scientific_journal-12043	44	45	of	of	ADP
american_scientific_journal-12043	44	46	premature	premature	ADJ
american_scientific_journal-12043	44	47	failure	failure	NOUN
american_scientific_journal-12043	44	48	.	.	PUNCT
american_scientific_journal-12043	45	1	hence	hence	ADV
american_scientific_journal-12043	45	2	,	,	PUNCT
american_scientific_journal-12043	45	3	in	in	ADP
american_scientific_journal-12043	45	4	order	order	NOUN
american_scientific_journal-12043	45	5	to	to	PART
american_scientific_journal-12043	45	6	increase	increase	VERB
american_scientific_journal-12043	45	7	the	the	DET
american_scientific_journal-12043	45	8	coefficient	coefficient	NOUN
american_scientific_journal-12043	45	9	of	of	ADP
american_scientific_journal-12043	45	10	performance	performance	NOUN
american_scientific_journal-12043	45	11	(	(	PUNCT
american_scientific_journal-12043	45	12	cop	cop	NOUN
american_scientific_journal-12043	45	13	)	)	PUNCT
american_scientific_journal-12043	45	14	for	for	ADP
american_scientific_journal-12043	45	15	building	build	VERB
american_scientific_journal-12043	45	16	heating	heating	NOUN
american_scientific_journal-12043	45	17	,	,	PUNCT
american_scientific_journal-12043	45	18	solar	solar	NOUN
american_scientific_journal-12043	45	19	-	-	PUNCT
american_scientific_journal-12043	45	20	assisted	assist	VERB
american_scientific_journal-12043	45	21	heat	heat	NOUN
american_scientific_journal-12043	45	22	pumps	pump	NOUN
american_scientific_journal-12043	45	23	(	(	PUNCT
american_scientific_journal-12043	45	24	sahp	sahp	NOUN
american_scientific_journal-12043	45	25	)	)	PUNCT
american_scientific_journal-12043	45	26	integrate	integrate	VERB
american_scientific_journal-12043	45	27	heat	heat	NOUN
american_scientific_journal-12043	45	28	pump	pump	NOUN
american_scientific_journal-12043	45	29	technology	technology	NOUN
american_scientific_journal-12043	45	30	with	with	ADP
american_scientific_journal-12043	45	31	solar	solar	ADJ
american_scientific_journal-12043	45	32	thermal	thermal	ADJ
american_scientific_journal-12043	45	33	or	or	CCONJ
american_scientific_journal-12043	45	34	photovoltaic	photovoltaic	NOUN
american_scientific_journal-12043	45	35	technology	technology	NOUN
american_scientific_journal-12043	45	36	.	.	PUNCT
american_scientific_journal-12043	46	1	hybrid	hybrid	ADJ
american_scientific_journal-12043	46	2	panels	panel	NOUN
american_scientific_journal-12043	46	3	can	can	AUX
american_scientific_journal-12043	46	4	support	support	VERB
american_scientific_journal-12043	46	5	cost	cost	NOUN
american_scientific_journal-12043	46	6	savings	saving	NOUN
american_scientific_journal-12043	46	7	and	and	CCONJ
american_scientific_journal-12043	46	8	decarbonisation	decarbonisation	NOUN
american_scientific_journal-12043	46	9	objectives	objective	NOUN
american_scientific_journal-12043	46	10	in	in	ADP
american_scientific_journal-12043	46	11	a	a	DET
american_scientific_journal-12043	46	12	variety	variety	NOUN
american_scientific_journal-12043	46	13	of	of	ADP
american_scientific_journal-12043	46	14	geographical	geographical	ADJ
american_scientific_journal-12043	46	15	areas	area	NOUN
american_scientific_journal-12043	46	16	by	by	ADP
american_scientific_journal-12043	46	17	offering	offer	VERB
american_scientific_journal-12043	46	18	both	both	CCONJ
american_scientific_journal-12043	46	19	thermal	thermal	ADJ
american_scientific_journal-12043	46	20	and	and	CCONJ
american_scientific_journal-12043	46	21	electrical	electrical	ADJ
american_scientific_journal-12043	46	22	advantages	advantage	NOUN
american_scientific_journal-12043	46	23	.	.	PUNCT
american_scientific_journal-12043	47	1	dual	dual	ADJ
american_scientific_journal-12043	47	2	-	-	PUNCT
american_scientific_journal-12043	47	3	use	use	NOUN
american_scientific_journal-12043	47	4	land	land	NOUN
american_scientific_journal-12043	47	5	for	for	ADP
american_scientific_journal-12043	47	6	solar	solar	ADJ
american_scientific_journal-12043	47	7	and	and	CCONJ
american_scientific_journal-12043	47	8	agriculture	agriculture	NOUN
american_scientific_journal-12043	47	9	,	,	PUNCT
american_scientific_journal-12043	47	10	or	or	CCONJ
american_scientific_journal-12043	47	11	agrivoltaics	agrivoltaic	NOUN
american_scientific_journal-12043	47	12	,	,	PUNCT
american_scientific_journal-12043	47	13	maximizes	maximize	VERB
american_scientific_journal-12043	47	14	land	land	NOUN
american_scientific_journal-12043	47	15	efficiency	efficiency	NOUN
american_scientific_journal-12043	47	16	and	and	CCONJ
american_scientific_journal-12043	47	17	promotes	promote	VERB
american_scientific_journal-12043	47	18	the	the	DET
american_scientific_journal-12043	47	19	production	production	NOUN
american_scientific_journal-12043	47	20	of	of	ADP
american_scientific_journal-12043	47	21	both	both	DET
american_scientific_journal-12043	47	22	food	food	NOUN
american_scientific_journal-12043	47	23	and	and	CCONJ
american_scientific_journal-12043	47	24	energy	energy	NOUN
american_scientific_journal-12043	47	25	.	.	PUNCT
american_scientific_journal-12043	48	1	the	the	DET
american_scientific_journal-12043	48	2	idea	idea	NOUN
american_scientific_journal-12043	48	3	was	be	AUX
american_scientific_journal-12043	48	4	first	first	ADV
american_scientific_journal-12043	48	5	proposed	propose	VERB
american_scientific_journal-12043	48	6	in	in	ADP
american_scientific_journal-12043	48	7	1981	1981	NUM
american_scientific_journal-12043	48	8	and	and	CCONJ
american_scientific_journal-12043	48	9	is	be	AUX
american_scientific_journal-12043	48	10	becoming	become	VERB
american_scientific_journal-12043	48	11	more	more	ADV
american_scientific_journal-12043	48	12	popular	popular	ADJ
american_scientific_journal-12043	48	13	in	in	ADP
american_scientific_journal-12043	48	14	arid	arid	ADJ
american_scientific_journal-12043	48	15	regions	region	NOUN
american_scientific_journal-12043	48	16	.	.	PUNCT
american_scientific_journal-12043	49	1	shade	shade	NOUN
american_scientific_journal-12043	49	2	from	from	ADP
american_scientific_journal-12043	49	3	panels	panel	NOUN
american_scientific_journal-12043	49	4	can	can	AUX
american_scientific_journal-12043	49	5	help	help	VERB
american_scientific_journal-12043	49	6	crops	crop	NOUN
american_scientific_journal-12043	49	7	and	and	CCONJ
american_scientific_journal-12043	49	8	enhance	enhance	VERB
american_scientific_journal-12043	49	9	panel	panel	NOUN
american_scientific_journal-12043	49	10	operating	operating	NOUN
american_scientific_journal-12043	49	11	conditions	condition	NOUN
american_scientific_journal-12043	49	12	.	.	PUNCT
american_scientific_journal-12043	50	1	3.3	3.3	NUM
american_scientific_journal-12043	50	2	solar	solar	ADJ
american_scientific_journal-12043	50	3	energy	energy	NOUN
american_scientific_journal-12043	50	4	storage	storage	NOUN
american_scientific_journal-12043	50	5	and	and	CCONJ
american_scientific_journal-12043	50	6	integration	integration	NOUN
american_scientific_journal-12043	50	7	energy	energy	NOUN
american_scientific_journal-12043	50	8	storage	storage	NOUN
american_scientific_journal-12043	50	9	connotes	connote	VERB
american_scientific_journal-12043	50	10	that	that	SCONJ
american_scientific_journal-12043	50	11	electricity	electricity	NOUN
american_scientific_journal-12043	50	12	can	can	AUX
american_scientific_journal-12043	50	13	be	be	AUX
american_scientific_journal-12043	50	14	stored	store	VERB
american_scientific_journal-12043	50	15	as	as	ADP
american_scientific_journal-12043	50	16	a	a	DET
american_scientific_journal-12043	50	17	different	different	ADJ
american_scientific_journal-12043	50	18	kind	kind	NOUN
american_scientific_journal-12043	50	19	of	of	ADP
american_scientific_journal-12043	50	20	energy	energy	NOUN
american_scientific_journal-12043	50	21	(	(	PUNCT
american_scientific_journal-12043	50	22	such	such	ADJ
american_scientific_journal-12043	50	23	chemical	chemical	NOUN
american_scientific_journal-12043	50	24	,	,	PUNCT
american_scientific_journal-12043	50	25	thermal	thermal	ADJ
american_scientific_journal-12043	50	26	,	,	PUNCT
american_scientific_journal-12043	50	27	or	or	CCONJ
american_scientific_journal-12043	50	28	mechanical	mechanical	ADJ
american_scientific_journal-12043	50	29	)	)	PUNCT
american_scientific_journal-12043	50	30	.	.	PUNCT
american_scientific_journal-12043	51	1	one	one	NUM
american_scientific_journal-12043	51	2	example	example	NOUN
american_scientific_journal-12043	51	3	of	of	ADP
american_scientific_journal-12043	51	4	this	this	DET
american_scientific_journal-12043	51	5	kind	kind	NOUN
american_scientific_journal-12043	51	6	of	of	ADP
american_scientific_journal-12043	51	7	technology	technology	NOUN
american_scientific_journal-12043	51	8	is	be	AUX
american_scientific_journal-12043	51	9	lithium	lithium	NOUN
american_scientific_journal-12043	51	10	-	-	PUNCT
american_scientific_journal-12043	51	11	ion	ion	NOUN
american_scientific_journal-12043	51	12	batteries	battery	NOUN
american_scientific_journal-12043	51	13	.	.	PUNCT
american_scientific_journal-12043	52	1	energy	energy	NOUN
american_scientific_journal-12043	52	2	storage	storage	NOUN
american_scientific_journal-12043	52	3	is	be	AUX
american_scientific_journal-12043	52	4	never	never	ADV
american_scientific_journal-12043	52	5	100	100	NUM
american_scientific_journal-12043	52	6	%	%	NOUN
american_scientific_journal-12043	52	7	american	american	PROPN
american_scientific_journal-12043	52	8	academic	academic	PROPN
american_scientific_journal-12043	52	9	scientific	scientific	ADJ
american_scientific_journal-12043	52	10	research	research	NOUN
american_scientific_journal-12043	52	11	journal	journal	NOUN
american_scientific_journal-12043	52	12	for	for	ADP
american_scientific_journal-12043	52	13	engineering	engineering	NOUN
american_scientific_journal-12043	52	14	,	,	PUNCT
american_scientific_journal-12043	52	15	technology	technology	NOUN
american_scientific_journal-12043	52	16	,	,	PUNCT
american_scientific_journal-12043	52	17	and	and	CCONJ
american_scientific_journal-12043	52	18	sciences	science	NOUN
american_scientific_journal-12043	52	19	(	(	PUNCT
american_scientific_journal-12043	52	20	asrjets	asrjet	NOUN
american_scientific_journal-12043	52	21	)	)	PUNCT
american_scientific_journal-12043	52	22	volume	volume	NOUN
american_scientific_journal-12043	52	23	103	103	NUM
american_scientific_journal-12043	52	24	,	,	PUNCT
american_scientific_journal-12043	52	25	no	no	DET
american_scientific_journal-12043	52	26	1	1	NUM
american_scientific_journal-12043	52	27	,	,	PUNCT
american_scientific_journal-12043	52	28	pp	pp	ADV
american_scientific_journal-12043	52	29	195	195	NUM
american_scientific_journal-12043	52	30	-	-	SYM
american_scientific_journal-12043	52	31	205	205	NUM
american_scientific_journal-12043	52	32	198	198	NUM
american_scientific_journal-12043	52	33	efficient	efficient	ADJ
american_scientific_journal-12043	52	34	because	because	SCONJ
american_scientific_journal-12043	52	35	some	some	DET
american_scientific_journal-12043	52	36	energy	energy	NOUN
american_scientific_journal-12043	52	37	is	be	AUX
american_scientific_journal-12043	52	38	always	always	ADV
american_scientific_journal-12043	52	39	lost	lose	VERB
american_scientific_journal-12043	52	40	when	when	SCONJ
american_scientific_journal-12043	52	41	it	it	PRON
american_scientific_journal-12043	52	42	is	be	AUX
american_scientific_journal-12043	52	43	converted	convert	VERB
american_scientific_journal-12043	52	44	and	and	CCONJ
american_scientific_journal-12043	52	45	retrieved	retrieve	VERB
american_scientific_journal-12043	52	46	.	.	PUNCT
american_scientific_journal-12043	53	1	however	however	ADV
american_scientific_journal-12043	53	2	,	,	PUNCT
american_scientific_journal-12043	53	3	storage	storage	NOUN
american_scientific_journal-12043	53	4	may	may	AUX
american_scientific_journal-12043	53	5	make	make	VERB
american_scientific_journal-12043	53	6	systems	system	NOUN
american_scientific_journal-12043	53	7	work	work	VERB
american_scientific_journal-12043	53	8	better	well	ADV
american_scientific_journal-12043	53	9	and	and	CCONJ
american_scientific_journal-12043	53	10	last	last	ADJ
american_scientific_journal-12043	53	11	longer	long	ADV
american_scientific_journal-12043	53	12	,	,	PUNCT
american_scientific_journal-12043	53	13	and	and	CCONJ
american_scientific_journal-12043	53	14	it	it	PRON
american_scientific_journal-12043	53	15	can	can	AUX
american_scientific_journal-12043	53	16	also	also	ADV
american_scientific_journal-12043	53	17	make	make	VERB
american_scientific_journal-12043	53	18	power	power	NOUN
american_scientific_journal-12043	53	19	quality	quality	NOUN
american_scientific_journal-12043	53	20	better	well	ADV
american_scientific_journal-12043	53	21	by	by	ADP
american_scientific_journal-12043	53	22	balancing	balance	VERB
american_scientific_journal-12043	53	23	supply	supply	NOUN
american_scientific_journal-12043	53	24	and	and	CCONJ
american_scientific_journal-12043	53	25	demand	demand	NOUN
american_scientific_journal-12043	53	26	.	.	PUNCT
american_scientific_journal-12043	54	1	with	with	ADP
american_scientific_journal-12043	54	2	solar	solar	ADJ
american_scientific_journal-12043	54	3	power	power	NOUN
american_scientific_journal-12043	54	4	emerging	emerge	VERB
american_scientific_journal-12043	54	5	as	as	ADP
american_scientific_journal-12043	54	6	a	a	DET
american_scientific_journal-12043	54	7	key	key	ADJ
american_scientific_journal-12043	54	8	component	component	NOUN
american_scientific_journal-12043	54	9	of	of	ADP
american_scientific_journal-12043	54	10	the	the	DET
american_scientific_journal-12043	54	11	clean	clean	ADJ
american_scientific_journal-12043	54	12	energy	energy	NOUN
american_scientific_journal-12043	54	13	transition	transition	NOUN
american_scientific_journal-12043	54	14	,	,	PUNCT
american_scientific_journal-12043	54	15	the	the	DET
american_scientific_journal-12043	54	16	global	global	ADJ
american_scientific_journal-12043	54	17	energy	energy	NOUN
american_scientific_journal-12043	54	18	space	space	NOUN
american_scientific_journal-12043	54	19	is	be	AUX
american_scientific_journal-12043	54	20	rapidly	rapidly	ADV
american_scientific_journal-12043	54	21	changing	change	VERB
american_scientific_journal-12043	54	22	.	.	PUNCT
american_scientific_journal-12043	55	1	the	the	DET
american_scientific_journal-12043	55	2	amount	amount	NOUN
american_scientific_journal-12043	55	3	of	of	ADP
american_scientific_journal-12043	55	4	solar	solar	ADJ
american_scientific_journal-12043	55	5	energy	energy	NOUN
american_scientific_journal-12043	55	6	that	that	PRON
american_scientific_journal-12043	55	7	can	can	AUX
american_scientific_journal-12043	55	8	be	be	AUX
american_scientific_journal-12043	55	9	made	make	VERB
american_scientific_journal-12043	55	10	can	can	AUX
american_scientific_journal-12043	55	11	change	change	VERB
american_scientific_journal-12043	55	12	depending	depend	VERB
american_scientific_journal-12043	55	13	on	on	ADP
american_scientific_journal-12043	55	14	the	the	DET
american_scientific_journal-12043	55	15	time	time	NOUN
american_scientific_journal-12043	55	16	of	of	ADP
american_scientific_journal-12043	55	17	year	year	NOUN
american_scientific_journal-12043	55	18	,	,	PUNCT
american_scientific_journal-12043	55	19	the	the	DET
american_scientific_journal-12043	55	20	time	time	NOUN
american_scientific_journal-12043	55	21	of	of	ADP
american_scientific_journal-12043	55	22	day	day	NOUN
american_scientific_journal-12043	55	23	,	,	PUNCT
american_scientific_journal-12043	55	24	clouds	cloud	NOUN
american_scientific_journal-12043	55	25	,	,	PUNCT
american_scientific_journal-12043	55	26	dust	dust	NOUN
american_scientific_journal-12043	55	27	,	,	PUNCT
american_scientific_journal-12043	55	28	haze	haze	NOUN
american_scientific_journal-12043	55	29	,	,	PUNCT
american_scientific_journal-12043	55	30	or	or	CCONJ
american_scientific_journal-12043	55	31	things	thing	NOUN
american_scientific_journal-12043	55	32	that	that	PRON
american_scientific_journal-12043	55	33	get	get	VERB
american_scientific_journal-12043	55	34	in	in	ADP
american_scientific_journal-12043	55	35	the	the	DET
american_scientific_journal-12043	55	36	way	way	NOUN
american_scientific_journal-12043	55	37	,	,	PUNCT
american_scientific_journal-12043	55	38	including	include	VERB
american_scientific_journal-12043	55	39	shadows	shadow	NOUN
american_scientific_journal-12043	55	40	,	,	PUNCT
american_scientific_journal-12043	55	41	rain	rain	NOUN
american_scientific_journal-12043	55	42	,	,	PUNCT
american_scientific_journal-12043	55	43	snow	snow	NOUN
american_scientific_journal-12043	55	44	,	,	PUNCT
american_scientific_journal-12043	55	45	or	or	CCONJ
american_scientific_journal-12043	55	46	dirt	dirt	NOUN
american_scientific_journal-12043	56	1	[	[	X
american_scientific_journal-12043	56	2	5	5	NUM
american_scientific_journal-12043	56	3	]	]	PUNCT
american_scientific_journal-12043	56	4	.	.	PUNCT
american_scientific_journal-12043	57	1	3.4	3.4	NUM
american_scientific_journal-12043	57	2	microgrids	microgrid	NOUN
american_scientific_journal-12043	57	3	as	as	SCONJ
american_scientific_journal-12043	57	4	localized	localized	ADJ
american_scientific_journal-12043	57	5	solar	solar	ADJ
american_scientific_journal-12043	57	6	integration	integration	NOUN
american_scientific_journal-12043	57	7	hubs	hub	NOUN
american_scientific_journal-12043	57	8	microgrids	microgrid	NOUN
american_scientific_journal-12043	57	9	have	have	AUX
american_scientific_journal-12043	57	10	been	be	AUX
american_scientific_journal-12043	57	11	considered	consider	VERB
american_scientific_journal-12043	57	12	to	to	PART
american_scientific_journal-12043	57	13	always	always	ADV
american_scientific_journal-12043	57	14	give	give	VERB
american_scientific_journal-12043	57	15	specific	specific	ADJ
american_scientific_journal-12043	57	16	approaches	approach	NOUN
american_scientific_journal-12043	57	17	to	to	ADP
american_scientific_journal-12043	57	18	solar	solar	ADJ
american_scientific_journal-12043	57	19	energy	energy	NOUN
american_scientific_journal-12043	57	20	integration	integration	NOUN
american_scientific_journal-12043	57	21	which	which	PRON
american_scientific_journal-12043	57	22	allow	allow	VERB
american_scientific_journal-12043	57	23	better	well	ADJ
american_scientific_journal-12043	57	24	capacity	capacity	NOUN
american_scientific_journal-12043	57	25	for	for	ADP
american_scientific_journal-12043	57	26	smart	smart	ADJ
american_scientific_journal-12043	57	27	grid	grid	NOUN
american_scientific_journal-12043	57	28	architecture	architecture	NOUN
american_scientific_journal-12043	57	29	.	.	PUNCT
american_scientific_journal-12043	58	1	with	with	ADP
american_scientific_journal-12043	58	2	the	the	DET
american_scientific_journal-12043	58	3	nature	nature	NOUN
american_scientific_journal-12043	58	4	of	of	ADP
american_scientific_journal-12043	58	5	a	a	DET
american_scientific_journal-12043	58	6	microgrid	microgrid	NOUN
american_scientific_journal-12043	58	7	,	,	PUNCT
american_scientific_journal-12043	58	8	being	be	AUX
american_scientific_journal-12043	58	9	a	a	DET
american_scientific_journal-12043	58	10	self	self	NOUN
american_scientific_journal-12043	58	11	-	-	PUNCT
american_scientific_journal-12043	58	12	contained	contain	VERB
american_scientific_journal-12043	58	13	network	network	NOUN
american_scientific_journal-12043	58	14	that	that	PRON
american_scientific_journal-12043	58	15	can	can	AUX
american_scientific_journal-12043	58	16	function	function	VERB
american_scientific_journal-12043	58	17	independently	independently	ADV
american_scientific_journal-12043	58	18	(	(	PUNCT
american_scientific_journal-12043	58	19	islanding	islande	VERB
american_scientific_journal-12043	58	20	)	)	PUNCT
american_scientific_journal-12043	58	21	during	during	ADP
american_scientific_journal-12043	58	22	outages	outage	NOUN
american_scientific_journal-12043	58	23	.	.	PUNCT
american_scientific_journal-12043	59	1	therefore	therefore	ADV
american_scientific_journal-12043	59	2	,	,	PUNCT
american_scientific_journal-12043	59	3	microgrids	microgrid	NOUN
american_scientific_journal-12043	59	4	provide	provide	VERB
american_scientific_journal-12043	59	5	communities	community	NOUN
american_scientific_journal-12043	59	6	or	or	CCONJ
american_scientific_journal-12043	59	7	industries	industry	NOUN
american_scientific_journal-12043	59	8	with	with	ADP
american_scientific_journal-12043	59	9	a	a	DET
american_scientific_journal-12043	59	10	reliable	reliable	ADJ
american_scientific_journal-12043	59	11	energy	energy	NOUN
american_scientific_journal-12043	59	12	source	source	NOUN
american_scientific_journal-12043	59	13	by	by	ADP
american_scientific_journal-12043	59	14	combining	combine	VERB
american_scientific_journal-12043	59	15	battery	battery	NOUN
american_scientific_journal-12043	59	16	storage	storage	NOUN
american_scientific_journal-12043	59	17	,	,	PUNCT
american_scientific_journal-12043	59	18	and	and	CCONJ
american_scientific_journal-12043	59	19	other	other	ADJ
american_scientific_journal-12043	59	20	distributed	distribute	VERB
american_scientific_journal-12043	59	21	energy	energy	NOUN
american_scientific_journal-12043	59	22	resources	resource	NOUN
american_scientific_journal-12043	59	23	(	(	PUNCT
american_scientific_journal-12043	59	24	ders	ders	PROPN
american_scientific_journal-12043	59	25	)	)	PUNCT
american_scientific_journal-12043	59	26	.	.	PUNCT
american_scientific_journal-12043	60	1	distributed	distribute	VERB
american_scientific_journal-12043	60	2	control	control	NOUN
american_scientific_journal-12043	60	3	algorithms	algorithm	NOUN
american_scientific_journal-12043	60	4	in	in	ADP
american_scientific_journal-12043	60	5	microgrids	microgrid	NOUN
american_scientific_journal-12043	60	6	enable	enable	VERB
american_scientific_journal-12043	60	7	each	each	DET
american_scientific_journal-12043	60	8	energy	energy	NOUN
american_scientific_journal-12043	60	9	component	component	NOUN
american_scientific_journal-12043	60	10	,	,	PUNCT
american_scientific_journal-12043	60	11	such	such	ADJ
american_scientific_journal-12043	60	12	as	as	ADP
american_scientific_journal-12043	60	13	a	a	DET
american_scientific_journal-12043	60	14	solar	solar	ADJ
american_scientific_journal-12043	60	15	array	array	NOUN
american_scientific_journal-12043	60	16	,	,	PUNCT
american_scientific_journal-12043	60	17	battery	battery	NOUN
american_scientific_journal-12043	60	18	bank	bank	NOUN
american_scientific_journal-12043	60	19	,	,	PUNCT
american_scientific_journal-12043	60	20	or	or	CCONJ
american_scientific_journal-12043	60	21	electric	electric	ADJ
american_scientific_journal-12043	60	22	vehicle	vehicle	NOUN
american_scientific_journal-12043	60	23	,	,	PUNCT
american_scientific_journal-12043	60	24	to	to	PART
american_scientific_journal-12043	60	25	operate	operate	VERB
american_scientific_journal-12043	60	26	independently	independently	ADV
american_scientific_journal-12043	60	27	while	while	SCONJ
american_scientific_journal-12043	60	28	preserving	preserve	VERB
american_scientific_journal-12043	60	29	system	system	NOUN
american_scientific_journal-12043	60	30	-	-	PUNCT
american_scientific_journal-12043	60	31	level	level	NOUN
american_scientific_journal-12043	60	32	balance	balance	NOUN
american_scientific_journal-12043	60	33	[	[	X
american_scientific_journal-12043	60	34	2	2	NUM
american_scientific_journal-12043	60	35	]	]	PUNCT
american_scientific_journal-12043	60	36	.	.	PUNCT
american_scientific_journal-12043	61	1	3.5	3.5	NUM
american_scientific_journal-12043	61	2	hybridization	hybridization	NOUN
american_scientific_journal-12043	61	3	and	and	CCONJ
american_scientific_journal-12043	61	4	system	system	NOUN
american_scientific_journal-12043	61	5	compatibility	compatibility	NOUN
american_scientific_journal-12043	61	6	in	in	ADP
american_scientific_journal-12043	61	7	recent	recent	ADJ
american_scientific_journal-12043	61	8	times	time	NOUN
american_scientific_journal-12043	61	9	,	,	PUNCT
american_scientific_journal-12043	61	10	the	the	DET
american_scientific_journal-12043	61	11	world	world	NOUN
american_scientific_journal-12043	61	12	has	have	AUX
american_scientific_journal-12043	61	13	recently	recently	ADV
american_scientific_journal-12043	61	14	realized	realize	VERB
american_scientific_journal-12043	61	15	that	that	SCONJ
american_scientific_journal-12043	61	16	switching	switch	VERB
american_scientific_journal-12043	61	17	to	to	PART
american_scientific_journal-12043	61	18	renewable	renewable	ADJ
american_scientific_journal-12043	61	19	energy	energy	NOUN
american_scientific_journal-12043	61	20	(	(	PUNCT
american_scientific_journal-12043	61	21	re	re	NOUN
american_scientific_journal-12043	61	22	)	)	PUNCT
american_scientific_journal-12043	61	23	is	be	AUX
american_scientific_journal-12043	61	24	important	important	ADJ
american_scientific_journal-12043	61	25	in	in	ADP
american_scientific_journal-12043	61	26	many	many	ADJ
american_scientific_journal-12043	61	27	areas	area	NOUN
american_scientific_journal-12043	61	28	,	,	PUNCT
american_scientific_journal-12043	61	29	such	such	ADJ
american_scientific_journal-12043	61	30	as	as	ADP
american_scientific_journal-12043	61	31	homes	home	NOUN
american_scientific_journal-12043	61	32	,	,	PUNCT
american_scientific_journal-12043	61	33	businesses	business	NOUN
american_scientific_journal-12043	61	34	,	,	PUNCT
american_scientific_journal-12043	61	35	and	and	CCONJ
american_scientific_journal-12043	61	36	factories	factory	NOUN
american_scientific_journal-12043	61	37	.	.	PUNCT
american_scientific_journal-12043	62	1	this	this	DET
american_scientific_journal-12043	62	2	change	change	NOUN
american_scientific_journal-12043	62	3	is	be	AUX
american_scientific_journal-12043	62	4	happening	happen	VERB
american_scientific_journal-12043	62	5	for	for	ADP
american_scientific_journal-12043	62	6	a	a	DET
american_scientific_journal-12043	62	7	number	number	NOUN
american_scientific_journal-12043	62	8	of	of	ADP
american_scientific_journal-12043	62	9	reasons	reason	NOUN
american_scientific_journal-12043	62	10	,	,	PUNCT
american_scientific_journal-12043	62	11	including	include	VERB
american_scientific_journal-12043	62	12	the	the	DET
american_scientific_journal-12043	62	13	heavy	heavy	ADJ
american_scientific_journal-12043	62	14	usage	usage	NOUN
american_scientific_journal-12043	62	15	of	of	ADP
american_scientific_journal-12043	62	16	fossil	fossil	ADJ
american_scientific_journal-12043	62	17	fuels	fuel	NOUN
american_scientific_journal-12043	62	18	and	and	CCONJ
american_scientific_journal-12043	62	19	the	the	DET
american_scientific_journal-12043	62	20	threat	threat	NOUN
american_scientific_journal-12043	62	21	of	of	ADP
american_scientific_journal-12043	62	22	running	run	VERB
american_scientific_journal-12043	62	23	out	out	ADV
american_scientific_journal-12043	62	24	,	,	PUNCT
american_scientific_journal-12043	62	25	the	the	DET
american_scientific_journal-12043	62	26	problems	problem	NOUN
american_scientific_journal-12043	62	27	caused	cause	VERB
american_scientific_journal-12043	62	28	by	by	ADP
american_scientific_journal-12043	62	29	greenhouse	greenhouse	NOUN
american_scientific_journal-12043	62	30	gas	gas	NOUN
american_scientific_journal-12043	62	31	emissions	emission	NOUN
american_scientific_journal-12043	62	32	and	and	CCONJ
american_scientific_journal-12043	62	33	global	global	ADJ
american_scientific_journal-12043	62	34	warming	warming	NOUN
american_scientific_journal-12043	62	35	,	,	PUNCT
american_scientific_journal-12043	62	36	and	and	CCONJ
american_scientific_journal-12043	62	37	the	the	DET
american_scientific_journal-12043	62	38	unstable	unstable	ADJ
american_scientific_journal-12043	62	39	political	political	ADJ
american_scientific_journal-12043	62	40	situation	situation	NOUN
american_scientific_journal-12043	62	41	and	and	CCONJ
american_scientific_journal-12043	62	42	wars	war	NOUN
american_scientific_journal-12043	62	43	that	that	PRON
american_scientific_journal-12043	62	44	affect	affect	VERB
american_scientific_journal-12043	62	45	energy	energy	NOUN
american_scientific_journal-12043	62	46	pricing	pricing	NOUN
american_scientific_journal-12043	62	47	and	and	CCONJ
american_scientific_journal-12043	62	48	supplies	supply	NOUN
american_scientific_journal-12043	62	49	.	.	PUNCT
american_scientific_journal-12043	63	1	a	a	DET
american_scientific_journal-12043	63	2	hybrid	hybrid	ADJ
american_scientific_journal-12043	63	3	renewable	renewable	ADJ
american_scientific_journal-12043	63	4	energy	energy	NOUN
american_scientific_journal-12043	63	5	system	system	NOUN
american_scientific_journal-12043	63	6	(	(	PUNCT
american_scientific_journal-12043	63	7	hres	hre	NOUN
american_scientific_journal-12043	63	8	)	)	PUNCT
american_scientific_journal-12043	63	9	is	be	AUX
american_scientific_journal-12043	63	10	made	make	VERB
american_scientific_journal-12043	63	11	up	up	ADP
american_scientific_journal-12043	63	12	of	of	ADP
american_scientific_journal-12043	63	13	more	more	ADJ
american_scientific_journal-12043	63	14	than	than	ADP
american_scientific_journal-12043	63	15	one	one	NUM
american_scientific_journal-12043	63	16	energy	energy	NOUN
american_scientific_journal-12043	63	17	source.power	source.power	NOUN
american_scientific_journal-12043	63	18	plants	plant	NOUN
american_scientific_journal-12043	63	19	are	be	AUX
american_scientific_journal-12043	63	20	very	very	ADV
american_scientific_journal-12043	63	21	important	important	ADJ
american_scientific_journal-12043	63	22	for	for	ADP
american_scientific_journal-12043	63	23	making	make	VERB
american_scientific_journal-12043	63	24	the	the	DET
american_scientific_journal-12043	63	25	electricity	electricity	NOUN
american_scientific_journal-12043	63	26	that	that	PRON
american_scientific_journal-12043	63	27	a	a	DET
american_scientific_journal-12043	63	28	grid	grid	NOUN
american_scientific_journal-12043	63	29	needs	need	NOUN
american_scientific_journal-12043	63	30	and	and	CCONJ
american_scientific_journal-12043	63	31	for	for	ADP
american_scientific_journal-12043	63	32	storing	store	VERB
american_scientific_journal-12043	63	33	thermal	thermal	ADJ
american_scientific_journal-12043	63	34	energy	energy	NOUN
american_scientific_journal-12043	63	35	in	in	ADP
american_scientific_journal-12043	63	36	different	different	ADJ
american_scientific_journal-12043	63	37	ways	way	NOUN
american_scientific_journal-12043	63	38	so	so	SCONJ
american_scientific_journal-12043	63	39	that	that	SCONJ
american_scientific_journal-12043	63	40	people	people	NOUN
american_scientific_journal-12043	63	41	can	can	AUX
american_scientific_journal-12043	63	42	be	be	AUX
american_scientific_journal-12043	63	43	comfortable	comfortable	ADJ
american_scientific_journal-12043	63	44	.	.	PUNCT
american_scientific_journal-12043	64	1	the	the	DET
american_scientific_journal-12043	64	2	relatively	relatively	ADV
american_scientific_journal-12043	64	3	high	high	ADJ
american_scientific_journal-12043	64	4	cost	cost	NOUN
american_scientific_journal-12043	64	5	of	of	ADP
american_scientific_journal-12043	64	6	electricity	electricity	NOUN
american_scientific_journal-12043	64	7	generated	generate	VERB
american_scientific_journal-12043	64	8	from	from	ADP
american_scientific_journal-12043	64	9	renewable	renewable	ADJ
american_scientific_journal-12043	64	10	energy	energy	NOUN
american_scientific_journal-12043	64	11	sources	source	NOUN
american_scientific_journal-12043	64	12	is	be	AUX
american_scientific_journal-12043	64	13	due	due	ADJ
american_scientific_journal-12043	64	14	to	to	ADP
american_scientific_journal-12043	64	15	the	the	DET
american_scientific_journal-12043	64	16	need	need	NOUN
american_scientific_journal-12043	64	17	for	for	ADP
american_scientific_journal-12043	64	18	government	government	NOUN
american_scientific_journal-12043	64	19	decisions	decision	NOUN
american_scientific_journal-12043	64	20	and	and	CCONJ
american_scientific_journal-12043	64	21	large	large	ADJ
american_scientific_journal-12043	64	22	investments	investment	NOUN
american_scientific_journal-12043	64	23	to	to	PART
american_scientific_journal-12043	64	24	build	build	VERB
american_scientific_journal-12043	64	25	power	power	NOUN
american_scientific_journal-12043	64	26	facilities	facility	NOUN
american_scientific_journal-12043	64	27	that	that	PRON
american_scientific_journal-12043	64	28	use	use	VERB
american_scientific_journal-12043	64	29	these	these	DET
american_scientific_journal-12043	64	30	sources	source	NOUN
american_scientific_journal-12043	64	31	.	.	PUNCT
american_scientific_journal-12043	65	1	the	the	DET
american_scientific_journal-12043	65	2	operators	operator	NOUN
american_scientific_journal-12043	65	3	of	of	ADP
american_scientific_journal-12043	65	4	the	the	DET
american_scientific_journal-12043	65	5	grid	grid	NOUN
american_scientific_journal-12043	65	6	are	be	AUX
american_scientific_journal-12043	65	7	still	still	ADV
american_scientific_journal-12043	65	8	working	work	VERB
american_scientific_journal-12043	65	9	on	on	ADP
american_scientific_journal-12043	65	10	the	the	DET
american_scientific_journal-12043	65	11	rules	rule	NOUN
american_scientific_journal-12043	65	12	for	for	ADP
american_scientific_journal-12043	65	13	how	how	SCONJ
american_scientific_journal-12043	65	14	pv+battery	pv+battery	NOUN
american_scientific_journal-12043	65	15	systems	system	NOUN
american_scientific_journal-12043	65	16	can	can	AUX
american_scientific_journal-12043	65	17	be	be	AUX
american_scientific_journal-12043	65	18	added	add	VERB
american_scientific_journal-12043	65	19	to	to	ADP
american_scientific_journal-12043	65	20	markets	market	NOUN
american_scientific_journal-12043	65	21	,	,	PUNCT
american_scientific_journal-12043	65	22	and	and	CCONJ
american_scientific_journal-12043	65	23	they	they	PRON
american_scientific_journal-12043	65	24	are	be	AUX
american_scientific_journal-12043	65	25	also	also	ADV
american_scientific_journal-12043	65	26	thinking	think	VERB
american_scientific_journal-12043	65	27	about	about	ADP
american_scientific_journal-12043	65	28	how	how	SCONJ
american_scientific_journal-12043	65	29	to	to	PART
american_scientific_journal-12043	65	30	change	change	VERB
american_scientific_journal-12043	65	31	market	market	NOUN
american_scientific_journal-12043	65	32	structures	structure	NOUN
american_scientific_journal-12043	65	33	to	to	PART
american_scientific_journal-12043	65	34	get	get	VERB
american_scientific_journal-12043	65	35	the	the	DET
american_scientific_journal-12043	65	36	best	good	ADJ
american_scientific_journal-12043	65	37	capacity	capacity	NOUN
american_scientific_journal-12043	65	38	value	value	NOUN
american_scientific_journal-12043	65	39	from	from	ADP
american_scientific_journal-12043	65	40	these	these	DET
american_scientific_journal-12043	65	41	systems	system	NOUN
american_scientific_journal-12043	65	42	.	.	PUNCT
american_scientific_journal-12043	66	1	bad	bad	ADJ
american_scientific_journal-12043	66	2	rules	rule	NOUN
american_scientific_journal-12043	66	3	may	may	AUX
american_scientific_journal-12043	66	4	make	make	VERB
american_scientific_journal-12043	66	5	energy	energy	NOUN
american_scientific_journal-12043	66	6	more	more	ADV
american_scientific_journal-12043	66	7	expensive	expensive	ADJ
american_scientific_journal-12043	66	8	and	and	CCONJ
american_scientific_journal-12043	66	9	make	make	VERB
american_scientific_journal-12043	66	10	the	the	DET
american_scientific_journal-12043	66	11	system	system	NOUN
american_scientific_journal-12043	66	12	less	less	ADV
american_scientific_journal-12043	66	13	reliable	reliable	ADJ
american_scientific_journal-12043	66	14	.	.	PUNCT
american_scientific_journal-12043	67	1	good	good	ADJ
american_scientific_journal-12043	67	2	rules	rule	NOUN
american_scientific_journal-12043	67	3	,	,	PUNCT
american_scientific_journal-12043	67	4	on	on	ADP
american_scientific_journal-12043	67	5	the	the	DET
american_scientific_journal-12043	67	6	other	other	ADJ
american_scientific_journal-12043	67	7	hand	hand	NOUN
american_scientific_journal-12043	67	8	,	,	PUNCT
american_scientific_journal-12043	67	9	could	could	AUX
american_scientific_journal-12043	67	10	let	let	VERB
american_scientific_journal-12043	67	11	markets	market	NOUN
american_scientific_journal-12043	67	12	get	get	VERB
american_scientific_journal-12043	67	13	all	all	DET
american_scientific_journal-12043	67	14	the	the	DET
american_scientific_journal-12043	67	15	benefits	benefit	NOUN
american_scientific_journal-12043	67	16	that	that	SCONJ
american_scientific_journal-12043	67	17	hybrid	hybrid	ADJ
american_scientific_journal-12043	67	18	systems	system	NOUN
american_scientific_journal-12043	67	19	can	can	AUX
american_scientific_journal-12043	67	20	give	give	VERB
american_scientific_journal-12043	67	21	without	without	ADP
american_scientific_journal-12043	67	22	paying	pay	VERB
american_scientific_journal-12043	67	23	them	they	PRON
american_scientific_journal-12043	67	24	too	too	ADV
american_scientific_journal-12043	67	25	much	much	ADV
american_scientific_journal-12043	67	26	for	for	ADP
american_scientific_journal-12043	67	27	the	the	DET
american_scientific_journal-12043	67	28	services	service	NOUN
american_scientific_journal-12043	67	29	they	they	PRON
american_scientific_journal-12043	67	30	deliver	deliver	VERB
american_scientific_journal-12043	67	31	.	.	PUNCT
american_scientific_journal-12043	68	1	the	the	DET
american_scientific_journal-12043	68	2	unique	unique	ADJ
american_scientific_journal-12043	68	3	elements	element	NOUN
american_scientific_journal-12043	68	4	stated	state	VERB
american_scientific_journal-12043	68	5	above	above	ADV
american_scientific_journal-12043	68	6	must	must	AUX
american_scientific_journal-12043	68	7	be	be	AUX
american_scientific_journal-12043	68	8	taken	take	VERB
american_scientific_journal-12043	68	9	into	into	ADP
american_scientific_journal-12043	68	10	account	account	NOUN
american_scientific_journal-12043	68	11	when	when	SCONJ
american_scientific_journal-12043	68	12	designing	designing	NOUN
american_scientific_journal-12043	68	13	rules	rule	NOUN
american_scientific_journal-12043	68	14	for	for	ADP
american_scientific_journal-12043	68	15	pv+battery	pv+battery	NOUN
american_scientific_journal-12043	68	16	systems	system	NOUN
american_scientific_journal-12043	68	17	,	,	PUNCT
american_scientific_journal-12043	68	18	but	but	CCONJ
american_scientific_journal-12043	68	19	the	the	DET
american_scientific_journal-12043	68	20	rules	rule	NOUN
american_scientific_journal-12043	68	21	should	should	AUX
american_scientific_journal-12043	68	22	also	also	ADV
american_scientific_journal-12043	68	23	take	take	VERB
american_scientific_journal-12043	68	24	advantage	advantage	NOUN
american_scientific_journal-12043	68	25	of	of	ADP
american_scientific_journal-12043	68	26	the	the	DET
american_scientific_journal-12043	68	27	similarities	similarity	NOUN
american_scientific_journal-12043	68	28	with	with	ADP
american_scientific_journal-12043	68	29	other	other	ADJ
american_scientific_journal-12043	68	30	types	type	NOUN
american_scientific_journal-12043	68	31	of	of	ADP
american_scientific_journal-12043	68	32	resources	resource	NOUN
american_scientific_journal-12043	68	33	.	.	PUNCT
american_scientific_journal-12043	69	1	3.6	3.6	NUM
american_scientific_journal-12043	69	2	smart	smart	ADJ
american_scientific_journal-12043	69	3	technologies	technology	NOUN
american_scientific_journal-12043	69	4	for	for	ADP
american_scientific_journal-12043	69	5	optimization	optimization	NOUN
american_scientific_journal-12043	69	6	although	although	SCONJ
american_scientific_journal-12043	69	7	it	it	PRON
american_scientific_journal-12043	69	8	is	be	AUX
american_scientific_journal-12043	69	9	not	not	PART
american_scientific_journal-12043	69	10	controversial	controversial	ADJ
american_scientific_journal-12043	69	11	in	in	ADP
american_scientific_journal-12043	69	12	any	any	DET
american_scientific_journal-12043	69	13	way	way	NOUN
american_scientific_journal-12043	69	14	that	that	DET
american_scientific_journal-12043	69	15	hardware	hardware	NOUN
american_scientific_journal-12043	69	16	also	also	ADV
american_scientific_journal-12043	69	17	plays	play	VERB
american_scientific_journal-12043	69	18	an	an	DET
american_scientific_journal-12043	69	19	important	important	ADJ
american_scientific_journal-12043	69	20	role	role	NOUN
american_scientific_journal-12043	69	21	,	,	PUNCT
american_scientific_journal-12043	69	22	but	but	CCONJ
american_scientific_journal-12043	69	23	smart	smart	ADJ
american_scientific_journal-12043	69	24	technologies	technology	NOUN
american_scientific_journal-12043	69	25	are	be	AUX
american_scientific_journal-12043	69	26	increasingly	increasingly	ADV
american_scientific_journal-12043	69	27	driving	drive	VERB
american_scientific_journal-12043	69	28	the	the	DET
american_scientific_journal-12043	69	29	real	real	ADJ
american_scientific_journal-12043	69	30	connections	connection	NOUN
american_scientific_journal-12043	69	31	in	in	ADP
american_scientific_journal-12043	69	32	solar	solar	ADJ
american_scientific_journal-12043	69	33	integration	integration	NOUN
american_scientific_journal-12043	69	34	.	.	PUNCT
american_scientific_journal-12043	70	1	demand	demand	NOUN
american_scientific_journal-12043	70	2	forecasting	forecasting	NOUN
american_scientific_journal-12043	70	3	,	,	PUNCT
american_scientific_journal-12043	70	4	solar	solar	ADJ
american_scientific_journal-12043	70	5	output	output	NOUN
american_scientific_journal-12043	70	6	forecasting	forecasting	NOUN
american_scientific_journal-12043	70	7	,	,	PUNCT
american_scientific_journal-12043	70	8	and	and	CCONJ
american_scientific_journal-12043	70	9	energy	energy	NOUN
american_scientific_journal-12043	70	10	distribution	distribution	NOUN
american_scientific_journal-12043	70	11	optimization	optimization	NOUN
american_scientific_journal-12043	70	12	are	be	AUX
american_scientific_journal-12043	70	13	all	all	PRON
american_scientific_journal-12043	70	14	made	make	VERB
american_scientific_journal-12043	70	15	possible	possible	ADJ
american_scientific_journal-12043	70	16	by	by	ADP
american_scientific_journal-12043	70	17	artificial	artificial	ADJ
american_scientific_journal-12043	70	18	intelligence	intelligence	NOUN
american_scientific_journal-12043	70	19	(	(	PUNCT
american_scientific_journal-12043	70	20	ai	ai	NOUN
american_scientific_journal-12043	70	21	)	)	PUNCT
american_scientific_journal-12043	70	22	,	,	PUNCT
american_scientific_journal-12043	70	23	machine	machine	NOUN
american_scientific_journal-12043	70	24	learning	learning	NOUN
american_scientific_journal-12043	70	25	(	(	PUNCT
american_scientific_journal-12043	70	26	ml	ml	NOUN
american_scientific_journal-12043	70	27	)	)	PUNCT
american_scientific_journal-12043	70	28	,	,	PUNCT
american_scientific_journal-12043	70	29	and	and	CCONJ
american_scientific_journal-12043	70	30	internet	internet	NOUN
american_scientific_journal-12043	70	31	of	of	ADP
american_scientific_journal-12043	70	32	things	thing	NOUN
american_scientific_journal-12043	70	33	(	(	PUNCT
american_scientific_journal-12043	70	34	iot	iot	NOUN
american_scientific_journal-12043	70	35	)	)	PUNCT
american_scientific_journal-12043	70	36	systems	system	NOUN
american_scientific_journal-12043	70	37	.	.	PUNCT
american_scientific_journal-12043	71	1	american	american	ADJ
american_scientific_journal-12043	71	2	academic	academic	ADJ
american_scientific_journal-12043	71	3	scientific	scientific	ADJ
american_scientific_journal-12043	71	4	research	research	NOUN
american_scientific_journal-12043	71	5	journal	journal	NOUN
american_scientific_journal-12043	71	6	for	for	ADP
american_scientific_journal-12043	71	7	engineering	engineering	NOUN
american_scientific_journal-12043	71	8	,	,	PUNCT
american_scientific_journal-12043	71	9	technology	technology	NOUN
american_scientific_journal-12043	71	10	,	,	PUNCT
american_scientific_journal-12043	71	11	and	and	CCONJ
american_scientific_journal-12043	71	12	sciences	science	NOUN
american_scientific_journal-12043	71	13	(	(	PUNCT
american_scientific_journal-12043	71	14	asrjets	asrjet	NOUN
american_scientific_journal-12043	71	15	)	)	PUNCT
american_scientific_journal-12043	71	16	volume	volume	NOUN
american_scientific_journal-12043	71	17	103	103	NUM
american_scientific_journal-12043	71	18	,	,	PUNCT
american_scientific_journal-12043	71	19	no	no	DET
american_scientific_journal-12043	71	20	1	1	NUM
american_scientific_journal-12043	71	21	,	,	PUNCT
american_scientific_journal-12043	71	22	pp	pp	ADV
american_scientific_journal-12043	71	23	195	195	NUM
american_scientific_journal-12043	71	24	-	-	SYM
american_scientific_journal-12043	71	25	205	205	NUM
american_scientific_journal-12043	71	26	199	199	NUM
american_scientific_journal-12043	71	27	in	in	ADP
american_scientific_journal-12043	71	28	practical	practical	ADJ
american_scientific_journal-12043	71	29	analysis	analysis	NOUN
american_scientific_journal-12043	71	30	,	,	PUNCT
american_scientific_journal-12043	71	31	optimization	optimization	NOUN
american_scientific_journal-12043	71	32	algorithms	algorithm	NOUN
american_scientific_journal-12043	71	33	like	like	ADP
american_scientific_journal-12043	71	34	artificial	artificial	ADJ
american_scientific_journal-12043	71	35	bee	bee	NOUN
american_scientific_journal-12043	71	36	colony	colony	NOUN
american_scientific_journal-12043	71	37	(	(	PUNCT
american_scientific_journal-12043	71	38	abc	abc	PROPN
american_scientific_journal-12043	71	39	)	)	PUNCT
american_scientific_journal-12043	71	40	and	and	CCONJ
american_scientific_journal-12043	71	41	particle	particle	NOUN
american_scientific_journal-12043	71	42	swarm	swarm	NOUN
american_scientific_journal-12043	71	43	optimization	optimization	NOUN
american_scientific_journal-12043	71	44	(	(	PUNCT
american_scientific_journal-12043	71	45	pso	pso	NOUN
american_scientific_journal-12043	71	46	)	)	PUNCT
american_scientific_journal-12043	71	47	can	can	AUX
american_scientific_journal-12043	71	48	enhance	enhance	VERB
american_scientific_journal-12043	71	49	maximum	maximum	ADJ
american_scientific_journal-12043	71	50	power	power	NOUN
american_scientific_journal-12043	71	51	point	point	NOUN
american_scientific_journal-12043	71	52	tracking	tracking	NOUN
american_scientific_journal-12043	71	53	(	(	PUNCT
american_scientific_journal-12043	71	54	mppt	mppt	PROPN
american_scientific_journal-12043	71	55	)	)	PUNCT
american_scientific_journal-12043	71	56	,	,	PUNCT
american_scientific_journal-12043	71	57	which	which	PRON
american_scientific_journal-12043	71	58	will	will	AUX
american_scientific_journal-12043	71	59	increase	increase	VERB
american_scientific_journal-12043	71	60	the	the	DET
american_scientific_journal-12043	71	61	amount	amount	NOUN
american_scientific_journal-12043	71	62	of	of	ADP
american_scientific_journal-12043	71	63	energy	energy	NOUN
american_scientific_journal-12043	71	64	extracted	extract	VERB
american_scientific_journal-12043	71	65	from	from	ADP
american_scientific_journal-12043	71	66	pv	pv	NOUN
american_scientific_journal-12043	71	67	panels	panel	NOUN
american_scientific_journal-12043	71	68	.	.	PUNCT
american_scientific_journal-12043	72	1	furthermore	furthermore	ADV
american_scientific_journal-12043	72	2	,	,	PUNCT
american_scientific_journal-12043	72	3	larger	large	ADJ
american_scientific_journal-12043	72	4	-	-	PUNCT
american_scientific_journal-12043	72	5	scale	scale	NOUN
american_scientific_journal-12043	72	6	smart	smart	ADJ
american_scientific_journal-12043	72	7	grids	grid	NOUN
american_scientific_journal-12043	72	8	with	with	ADP
american_scientific_journal-12043	72	9	sensors	sensor	NOUN
american_scientific_journal-12043	72	10	and	and	CCONJ
american_scientific_journal-12043	72	11	automated	automate	VERB
american_scientific_journal-12043	72	12	control	control	NOUN
american_scientific_journal-12043	72	13	systems	system	NOUN
american_scientific_journal-12043	72	14	allow	allow	VERB
american_scientific_journal-12043	72	15	for	for	ADP
american_scientific_journal-12043	72	16	real	real	ADJ
american_scientific_journal-12043	72	17	-	-	PUNCT
american_scientific_journal-12043	72	18	time	time	NOUN
american_scientific_journal-12043	72	19	load	load	NOUN
american_scientific_journal-12043	72	20	distribution	distribution	NOUN
american_scientific_journal-12043	72	21	adjustments	adjustment	NOUN
american_scientific_journal-12043	72	22	,	,	PUNCT
american_scientific_journal-12043	72	23	which	which	PRON
american_scientific_journal-12043	72	24	lower	low	ADJ
american_scientific_journal-12043	72	25	energy	energy	NOUN
american_scientific_journal-12043	72	26	waste	waste	NOUN
american_scientific_journal-12043	72	27	and	and	CCONJ
american_scientific_journal-12043	72	28	guarantees	guarantee	VERB
american_scientific_journal-12043	72	29	dependability	dependability	NOUN
american_scientific_journal-12043	72	30	.	.	PUNCT
american_scientific_journal-12043	73	1	in	in	ADP
american_scientific_journal-12043	73	2	cities	city	NOUN
american_scientific_journal-12043	73	3	where	where	SCONJ
american_scientific_journal-12043	73	4	demand	demand	NOUN
american_scientific_journal-12043	73	5	varies	vary	VERB
american_scientific_journal-12043	73	6	greatly	greatly	ADV
american_scientific_journal-12043	73	7	and	and	CCONJ
american_scientific_journal-12043	73	8	exact	exact	ADJ
american_scientific_journal-12043	73	9	coordination	coordination	NOUN
american_scientific_journal-12043	73	10	between	between	ADP
american_scientific_journal-12043	73	11	solar	solar	ADJ
american_scientific_journal-12043	73	12	input	input	NOUN
american_scientific_journal-12043	73	13	and	and	CCONJ
american_scientific_journal-12043	73	14	grid	grid	NOUN
american_scientific_journal-12043	73	15	stability	stability	NOUN
american_scientific_journal-12043	73	16	is	be	AUX
american_scientific_journal-12043	73	17	necessary	necessary	ADJ
american_scientific_journal-12043	73	18	,	,	PUNCT
american_scientific_journal-12043	73	19	these	these	DET
american_scientific_journal-12043	73	20	technologies	technology	NOUN
american_scientific_journal-12043	73	21	are	be	AUX
american_scientific_journal-12043	73	22	especially	especially	ADV
american_scientific_journal-12043	73	23	useful	useful	ADJ
american_scientific_journal-12043	73	24	[	[	X
american_scientific_journal-12043	73	25	7	7	NUM
american_scientific_journal-12043	73	26	]	]	SYM
american_scientific_journal-12043	73	27	.	.	PUNCT
american_scientific_journal-12043	74	1	3.7	3.7	NUM
american_scientific_journal-12043	74	2	microgrids	microgrid	NOUN
american_scientific_journal-12043	74	3	and	and	CCONJ
american_scientific_journal-12043	74	4	decentralized	decentralize	VERB
american_scientific_journal-12043	74	5	energy	energy	NOUN
american_scientific_journal-12043	74	6	management	management	NOUN
american_scientific_journal-12043	74	7	the	the	DET
american_scientific_journal-12043	74	8	management	management	NOUN
american_scientific_journal-12043	74	9	of	of	ADP
american_scientific_journal-12043	74	10	decentralized	decentralized	ADJ
american_scientific_journal-12043	74	11	energy	energy	NOUN
american_scientific_journal-12043	74	12	is	be	AUX
american_scientific_journal-12043	74	13	highly	highly	ADV
american_scientific_journal-12043	74	14	required	require	VERB
american_scientific_journal-12043	74	15	to	to	PART
american_scientific_journal-12043	74	16	ensure	ensure	VERB
american_scientific_journal-12043	74	17	effectiveness	effectiveness	NOUN
american_scientific_journal-12043	74	18	in	in	ADP
american_scientific_journal-12043	74	19	solar	solar	ADJ
american_scientific_journal-12043	74	20	integration	integration	NOUN
american_scientific_journal-12043	74	21	.	.	PUNCT
american_scientific_journal-12043	75	1	the	the	DET
american_scientific_journal-12043	75	2	creation	creation	NOUN
american_scientific_journal-12043	75	3	of	of	ADP
american_scientific_journal-12043	75	4	microgrids	microgrid	NOUN
american_scientific_journal-12043	75	5	localized	localize	VERB
american_scientific_journal-12043	75	6	networks	network	NOUN
american_scientific_journal-12043	75	7	that	that	PRON
american_scientific_journal-12043	75	8	can	can	AUX
american_scientific_journal-12043	75	9	function	function	VERB
american_scientific_journal-12043	75	10	separately	separately	ADV
american_scientific_journal-12043	75	11	or	or	CCONJ
american_scientific_journal-12043	75	12	in	in	ADP
american_scientific_journal-12043	75	13	conjunction	conjunction	NOUN
american_scientific_journal-12043	75	14	with	with	ADP
american_scientific_journal-12043	75	15	the	the	DET
american_scientific_journal-12043	75	16	main	main	ADJ
american_scientific_journal-12043	75	17	grid	grid	NOUN
american_scientific_journal-12043	75	18	—	—	PUNCT
american_scientific_journal-12043	75	19	is	be	AUX
american_scientific_journal-12043	75	20	another	another	DET
american_scientific_journal-12043	75	21	creative	creative	ADJ
american_scientific_journal-12043	75	22	approach	approach	NOUN
american_scientific_journal-12043	75	23	to	to	ADP
american_scientific_journal-12043	75	24	solar	solar	ADJ
american_scientific_journal-12043	75	25	integration	integration	NOUN
american_scientific_journal-12043	75	26	.	.	PUNCT
american_scientific_journal-12043	76	1	communities	community	NOUN
american_scientific_journal-12043	76	2	can	can	AUX
american_scientific_journal-12043	76	3	attain	attain	VERB
american_scientific_journal-12043	76	4	greater	great	ADJ
american_scientific_journal-12043	76	5	energy	energy	NOUN
american_scientific_journal-12043	76	6	self	self	NOUN
american_scientific_journal-12043	76	7	-	-	PUNCT
american_scientific_journal-12043	76	8	sufficiency	sufficiency	NOUN
american_scientific_journal-12043	76	9	while	while	SCONJ
american_scientific_journal-12043	76	10	lowering	lower	VERB
american_scientific_journal-12043	76	11	gearbox	gearbox	NOUN
american_scientific_journal-12043	76	12	losses	loss	NOUN
american_scientific_journal-12043	76	13	by	by	ADP
american_scientific_journal-12043	76	14	implementing	implement	VERB
american_scientific_journal-12043	76	15	microgrids	microgrid	NOUN
american_scientific_journal-12043	76	16	that	that	PRON
american_scientific_journal-12043	76	17	include	include	VERB
american_scientific_journal-12043	76	18	solar	solar	ADJ
american_scientific_journal-12043	76	19	pv	pv	NOUN
american_scientific_journal-12043	76	20	,	,	PUNCT
american_scientific_journal-12043	76	21	storage	storage	NOUN
american_scientific_journal-12043	76	22	devices	device	NOUN
american_scientific_journal-12043	76	23	,	,	PUNCT
american_scientific_journal-12043	76	24	and	and	CCONJ
american_scientific_journal-12043	76	25	even	even	ADV
american_scientific_journal-12043	76	26	electric	electric	ADJ
american_scientific_journal-12043	76	27	vehicle	vehicle	NOUN
american_scientific_journal-12043	76	28	charging	charge	VERB
american_scientific_journal-12043	76	29	stations	station	NOUN
american_scientific_journal-12043	76	30	.	.	PUNCT
american_scientific_journal-12043	77	1	going	go	VERB
american_scientific_journal-12043	77	2	by	by	ADP
american_scientific_journal-12043	77	3	the	the	DET
american_scientific_journal-12043	77	4	submission	submission	NOUN
american_scientific_journal-12043	77	5	of	of	ADP
american_scientific_journal-12043	77	6	wang	wang	PROPN
american_scientific_journal-12043	77	7	et	et	PROPN
american_scientific_journal-12043	77	8	.	.	PUNCT
american_scientific_journal-12043	78	1	al	al	PROPN
american_scientific_journal-12043	78	2	.	.	PROPN
american_scientific_journal-12043	78	3	,	,	PUNCT
american_scientific_journal-12043	79	1	[	[	X
american_scientific_journal-12043	79	2	2	2	NUM
american_scientific_journal-12043	79	3	]	]	PUNCT
american_scientific_journal-12043	79	4	,	,	PUNCT
american_scientific_journal-12043	79	5	it	it	PRON
american_scientific_journal-12043	79	6	was	be	AUX
american_scientific_journal-12043	79	7	concluded	conclude	VERB
american_scientific_journal-12043	79	8	that	that	SCONJ
american_scientific_journal-12043	79	9	the	the	DET
american_scientific_journal-12043	79	10	distributed	distribute	VERB
american_scientific_journal-12043	79	11	iterative	iterative	NOUN
american_scientific_journal-12043	79	12	algorithms	algorithm	NOUN
american_scientific_journal-12043	79	13	enable	enable	VERB
american_scientific_journal-12043	79	14	each	each	DET
american_scientific_journal-12043	79	15	microgrid	microgrid	ADJ
american_scientific_journal-12043	79	16	component	component	NOUN
american_scientific_journal-12043	79	17	to	to	PART
american_scientific_journal-12043	79	18	function	function	VERB
american_scientific_journal-12043	79	19	independently	independently	ADV
american_scientific_journal-12043	79	20	while	while	SCONJ
american_scientific_journal-12043	79	21	still	still	ADV
american_scientific_journal-12043	79	22	advancing	advance	VERB
american_scientific_journal-12043	79	23	overall	overall	ADJ
american_scientific_journal-12043	79	24	optimization	optimization	NOUN
american_scientific_journal-12043	79	25	.	.	PUNCT
american_scientific_journal-12043	80	1	4	4	X
american_scientific_journal-12043	80	2	.	.	X
american_scientific_journal-12043	80	3	ai	ai	AUX
american_scientific_journal-12043	80	4	-	-	PUNCT
american_scientific_journal-12043	80	5	driven	drive	VERB
american_scientific_journal-12043	80	6	forecasting	forecasting	NOUN
american_scientific_journal-12043	80	7	and	and	CCONJ
american_scientific_journal-12043	80	8	demand	demand	NOUN
american_scientific_journal-12043	80	9	response	response	NOUN
american_scientific_journal-12043	80	10	the	the	DET
american_scientific_journal-12043	80	11	rate	rate	NOUN
american_scientific_journal-12043	80	12	at	at	ADP
american_scientific_journal-12043	80	13	which	which	PRON
american_scientific_journal-12043	80	14	ai	ai	AUX
american_scientific_journal-12043	80	15	is	be	AUX
american_scientific_journal-12043	80	16	taking	take	VERB
american_scientific_journal-12043	80	17	over	over	ADP
american_scientific_journal-12043	80	18	techindustries	techindustrie	NOUN
american_scientific_journal-12043	80	19	and	and	CCONJ
american_scientific_journal-12043	80	20	delivering	deliver	VERB
american_scientific_journal-12043	80	21	great	great	ADJ
american_scientific_journal-12043	80	22	prospects	prospect	NOUN
american_scientific_journal-12043	80	23	is	be	AUX
american_scientific_journal-12043	80	24	highly	highly	ADV
american_scientific_journal-12043	80	25	recommendable	recommendable	ADJ
american_scientific_journal-12043	80	26	.	.	PUNCT
american_scientific_journal-12043	81	1	in	in	ADP
american_scientific_journal-12043	81	2	order	order	NOUN
american_scientific_journal-12043	81	3	to	to	PART
american_scientific_journal-12043	81	4	deal	deal	VERB
american_scientific_journal-12043	81	5	with	with	ADP
american_scientific_journal-12043	81	6	the	the	DET
american_scientific_journal-12043	81	7	unpredictable	unpredictable	ADJ
american_scientific_journal-12043	81	8	nature	nature	NOUN
american_scientific_journal-12043	81	9	of	of	ADP
american_scientific_journal-12043	81	10	solar	solar	ADJ
american_scientific_journal-12043	81	11	power	power	NOUN
american_scientific_journal-12043	81	12	,	,	PUNCT
american_scientific_journal-12043	81	13	forecasting	forecasting	NOUN
american_scientific_journal-12043	81	14	is	be	AUX
american_scientific_journal-12043	81	15	essential	essential	ADJ
american_scientific_journal-12043	81	16	.	.	PUNCT
american_scientific_journal-12043	82	1	consultants	consultant	NOUN
american_scientific_journal-12043	82	2	in	in	ADP
american_scientific_journal-12043	82	3	energy	energy	NOUN
american_scientific_journal-12043	82	4	management	management	NOUN
american_scientific_journal-12043	82	5	presently	presently	ADV
american_scientific_journal-12043	82	6	prefer	prefer	VERB
american_scientific_journal-12043	82	7	ai	ai	VERB
american_scientific_journal-12043	82	8	prediction	prediction	NOUN
american_scientific_journal-12043	82	9	rather	rather	ADV
american_scientific_journal-12043	82	10	than	than	ADP
american_scientific_journal-12043	82	11	the	the	DET
american_scientific_journal-12043	82	12	usual	usual	ADJ
american_scientific_journal-12043	82	13	conventional	conventional	ADJ
american_scientific_journal-12043	82	14	methods	method	NOUN
american_scientific_journal-12043	82	15	of	of	ADP
american_scientific_journal-12043	82	16	prediction	prediction	NOUN
american_scientific_journal-12043	82	17	.	.	PUNCT
american_scientific_journal-12043	83	1	it	it	PRON
american_scientific_journal-12043	83	2	was	be	AUX
american_scientific_journal-12043	83	3	predicted	predict	VERB
american_scientific_journal-12043	83	4	that	that	SCONJ
american_scientific_journal-12043	83	5	solar	solar	ADJ
american_scientific_journal-12043	83	6	generation	generation	NOUN
american_scientific_journal-12043	83	7	and	and	CCONJ
american_scientific_journal-12043	83	8	weather	weather	NOUN
american_scientific_journal-12043	83	9	patterns	pattern	NOUN
american_scientific_journal-12043	83	10	with	with	ADP
american_scientific_journal-12043	83	11	far	far	ADV
american_scientific_journal-12043	83	12	greater	great	ADJ
american_scientific_journal-12043	83	13	accuracy	accuracy	NOUN
american_scientific_journal-12043	83	14	than	than	SCONJ
american_scientific_journal-12043	83	15	they	they	PRON
american_scientific_journal-12043	83	16	could	could	AUX
american_scientific_journal-12043	83	17	with	with	ADP
american_scientific_journal-12043	83	18	conventional	conventional	ADJ
american_scientific_journal-12043	83	19	methods	method	NOUN
american_scientific_journal-12043	83	20	thanks	thank	NOUN
american_scientific_journal-12043	83	21	to	to	ADP
american_scientific_journal-12043	83	22	advanced	advanced	ADJ
american_scientific_journal-12043	83	23	ai	ai	VERB
american_scientific_journal-12043	83	24	techniques	technique	NOUN
american_scientific_journal-12043	83	25	like	like	ADP
american_scientific_journal-12043	83	26	recurrent	recurrent	ADJ
american_scientific_journal-12043	83	27	neural	neural	ADJ
american_scientific_journal-12043	83	28	networks	network	NOUN
american_scientific_journal-12043	83	29	(	(	PUNCT
american_scientific_journal-12043	83	30	rnns	rnns	PROPN
american_scientific_journal-12043	83	31	)	)	PUNCT
american_scientific_journal-12043	83	32	and	and	CCONJ
american_scientific_journal-12043	83	33	long	long	ADJ
american_scientific_journal-12043	83	34	short	short	ADJ
american_scientific_journal-12043	83	35	-	-	PUNCT
american_scientific_journal-12043	83	36	term	term	NOUN
american_scientific_journal-12043	83	37	memory	memory	NOUN
american_scientific_journal-12043	83	38	(	(	PUNCT
american_scientific_journal-12043	83	39	lstm	lstm	ADJ
american_scientific_journal-12043	83	40	)	)	PUNCT
american_scientific_journal-12043	83	41	models	model	NOUN
american_scientific_journal-12043	83	42	.	.	PUNCT
american_scientific_journal-12043	84	1	a	a	DET
american_scientific_journal-12043	84	2	well	well	ADV
american_scientific_journal-12043	84	3	-	-	PUNCT
american_scientific_journal-12043	84	4	structured	structure	VERB
american_scientific_journal-12043	84	5	and	and	CCONJ
american_scientific_journal-12043	84	6	optimized	optimize	VERB
american_scientific_journal-12043	84	7	energy	energy	NOUN
american_scientific_journal-12043	84	8	ecosystem	ecosystem	NOUN
american_scientific_journal-12043	84	9	can	can	AUX
american_scientific_journal-12043	84	10	only	only	ADV
american_scientific_journal-12043	84	11	be	be	AUX
american_scientific_journal-12043	84	12	delivered	deliver	VERB
american_scientific_journal-12043	84	13	by	by	ADP
american_scientific_journal-12043	84	14	combining	combine	VERB
american_scientific_journal-12043	84	15	this	this	PRON
american_scientific_journal-12043	84	16	with	with	ADP
american_scientific_journal-12043	84	17	demand	demand	NOUN
american_scientific_journal-12043	84	18	response	response	NOUN
american_scientific_journal-12043	84	19	programs	program	NOUN
american_scientific_journal-12043	84	20	,	,	PUNCT
american_scientific_journal-12043	84	21	which	which	PRON
american_scientific_journal-12043	84	22	in	in	ADP
american_scientific_journal-12043	84	23	turn	turn	NOUN
american_scientific_journal-12043	84	24	provide	provide	VERB
american_scientific_journal-12043	84	25	incentives	incentive	NOUN
american_scientific_journal-12043	84	26	for	for	SCONJ
american_scientific_journal-12043	84	27	consumers	consumer	NOUN
american_scientific_journal-12043	84	28	to	to	PART
american_scientific_journal-12043	84	29	modify	modify	VERB
american_scientific_journal-12043	84	30	their	their	PRON
american_scientific_journal-12043	84	31	consumption	consumption	NOUN
american_scientific_journal-12043	84	32	in	in	ADP
american_scientific_journal-12043	84	33	response	response	NOUN
american_scientific_journal-12043	84	34	to	to	ADP
american_scientific_journal-12043	84	35	grid	grid	NOUN
american_scientific_journal-12043	84	36	conditions	condition	NOUN
american_scientific_journal-12043	84	37	[	[	X
american_scientific_journal-12043	84	38	6	6	NUM
american_scientific_journal-12043	84	39	]	]	PUNCT
american_scientific_journal-12043	84	40	.	.	PUNCT
american_scientific_journal-12043	85	1	to	to	PART
american_scientific_journal-12043	85	2	minimize	minimize	VERB
american_scientific_journal-12043	85	3	grid	grid	NOUN
american_scientific_journal-12043	85	4	stress	stress	NOUN
american_scientific_journal-12043	85	5	and	and	CCONJ
american_scientific_journal-12043	85	6	maximize	maximize	VERB
american_scientific_journal-12043	85	7	the	the	DET
american_scientific_journal-12043	85	8	use	use	NOUN
american_scientific_journal-12043	85	9	of	of	ADP
american_scientific_journal-12043	85	10	available	available	ADJ
american_scientific_journal-12043	85	11	solar	solar	ADJ
american_scientific_journal-12043	85	12	generation	generation	NOUN
american_scientific_journal-12043	85	13	,	,	PUNCT
american_scientific_journal-12043	85	14	smart	smart	ADJ
american_scientific_journal-12043	85	15	appliances	appliance	NOUN
american_scientific_journal-12043	85	16	and	and	CCONJ
american_scientific_journal-12043	85	17	iot	iot	NOUN
american_scientific_journal-12043	85	18	-	-	PUNCT
american_scientific_journal-12043	85	19	enabled	enable	VERB
american_scientific_journal-12043	85	20	devices	device	NOUN
american_scientific_journal-12043	85	21	,	,	PUNCT
american_scientific_journal-12043	85	22	for	for	ADP
american_scientific_journal-12043	85	23	example	example	NOUN
american_scientific_journal-12043	85	24	,	,	PUNCT
american_scientific_journal-12043	85	25	can	can	AUX
american_scientific_journal-12043	85	26	automatically	automatically	ADV
american_scientific_journal-12043	85	27	shift	shift	VERB
american_scientific_journal-12043	85	28	or	or	CCONJ
american_scientific_journal-12043	85	29	reduce	reduce	VERB
american_scientific_journal-12043	85	30	their	their	PRON
american_scientific_journal-12043	85	31	energy	energy	NOUN
american_scientific_journal-12043	85	32	use	use	NOUN
american_scientific_journal-12043	85	33	during	during	ADP
american_scientific_journal-12043	85	34	peak	peak	NOUN
american_scientific_journal-12043	85	35	demand	demand	NOUN
american_scientific_journal-12043	85	36	.	.	PUNCT
american_scientific_journal-12043	86	1	4.1	4.1	NUM
american_scientific_journal-12043	86	2	dual	dual	ADJ
american_scientific_journal-12043	86	3	-	-	PUNCT
american_scientific_journal-12043	86	4	use	use	NOUN
american_scientific_journal-12043	86	5	applications	application	NOUN
american_scientific_journal-12043	86	6	and	and	CCONJ
american_scientific_journal-12043	86	7	sustainability	sustainability	NOUN
american_scientific_journal-12043	86	8	benefits	benefit	NOUN
american_scientific_journal-12043	86	9	in	in	ADP
american_scientific_journal-12043	86	10	addition	addition	NOUN
american_scientific_journal-12043	86	11	to	to	ADP
american_scientific_journal-12043	86	12	homes	home	NOUN
american_scientific_journal-12043	86	13	and	and	CCONJ
american_scientific_journal-12043	86	14	grids	grid	NOUN
american_scientific_journal-12043	86	15	,	,	PUNCT
american_scientific_journal-12043	86	16	solar	solar	ADJ
american_scientific_journal-12043	86	17	integration	integration	NOUN
american_scientific_journal-12043	86	18	is	be	AUX
american_scientific_journal-12043	86	19	discovering	discover	VERB
american_scientific_journal-12043	86	20	creative	creative	ADJ
american_scientific_journal-12043	86	21	uses	use	NOUN
american_scientific_journal-12043	86	22	in	in	ADP
american_scientific_journal-12043	86	23	industrial	industrial	ADJ
american_scientific_journal-12043	86	24	processes	process	NOUN
american_scientific_journal-12043	86	25	and	and	CCONJ
american_scientific_journal-12043	86	26	agriculture	agriculture	NOUN
american_scientific_journal-12043	86	27	.	.	PUNCT
american_scientific_journal-12043	87	1	for	for	ADP
american_scientific_journal-12043	87	2	instance	instance	NOUN
american_scientific_journal-12043	87	3	,	,	PUNCT
american_scientific_journal-12043	87	4	agri	agri	NOUN
american_scientific_journal-12043	87	5	-	-	PUNCT
american_scientific_journal-12043	87	6	voltaic	voltaic	ADJ
american_scientific_journal-12043	87	7	systems	system	NOUN
american_scientific_journal-12043	87	8	optimize	optimize	VERB
american_scientific_journal-12043	87	9	land	land	NOUN
american_scientific_journal-12043	87	10	use	use	NOUN
american_scientific_journal-12043	87	11	by	by	ADP
american_scientific_journal-12043	87	12	combining	combine	VERB
american_scientific_journal-12043	87	13	crop	crop	NOUN
american_scientific_journal-12043	87	14	production	production	NOUN
american_scientific_journal-12043	87	15	with	with	ADP
american_scientific_journal-12043	87	16	solar	solar	ADJ
american_scientific_journal-12043	87	17	panels	panel	NOUN
american_scientific_journal-12043	87	18	to	to	PART
american_scientific_journal-12043	87	19	produce	produce	VERB
american_scientific_journal-12043	87	20	food	food	NOUN
american_scientific_journal-12043	87	21	and	and	CCONJ
american_scientific_journal-12043	87	22	energy	energy	NOUN
american_scientific_journal-12043	87	23	at	at	ADP
american_scientific_journal-12043	87	24	the	the	DET
american_scientific_journal-12043	87	25	same	same	ADJ
american_scientific_journal-12043	87	26	time	time	NOUN
american_scientific_journal-12043	87	27	.	.	PUNCT
american_scientific_journal-12043	88	1	through	through	ADP
american_scientific_journal-12043	88	2	natural	natural	ADJ
american_scientific_journal-12043	88	3	cooling	cooling	NOUN
american_scientific_journal-12043	88	4	,	,	PUNCT
american_scientific_journal-12043	88	5	shading	shade	VERB
american_scientific_journal-12043	88	6	from	from	ADP
american_scientific_journal-12043	88	7	the	the	DET
american_scientific_journal-12043	88	8	panels	panel	NOUN
american_scientific_journal-12043	88	9	can	can	AUX
american_scientific_journal-12043	88	10	even	even	ADV
american_scientific_journal-12043	88	11	increase	increase	VERB
american_scientific_journal-12043	88	12	crop	crop	NOUN
american_scientific_journal-12043	88	13	yields	yield	NOUN
american_scientific_journal-12043	88	14	in	in	ADP
american_scientific_journal-12043	88	15	arid	arid	NOUN
american_scientific_journal-12043	88	16	areas	area	NOUN
american_scientific_journal-12043	88	17	while	while	SCONJ
american_scientific_journal-12043	88	18	increasing	increase	VERB
american_scientific_journal-12043	88	19	panel	panel	NOUN
american_scientific_journal-12043	88	20	efficiency	efficiency	NOUN
american_scientific_journal-12043	88	21	.	.	PUNCT
american_scientific_journal-12043	89	1	this	this	DET
american_scientific_journal-12043	89	2	dual	dual	ADJ
american_scientific_journal-12043	89	3	approach	approach	NOUN
american_scientific_journal-12043	89	4	shows	show	VERB
american_scientific_journal-12043	89	5	the	the	DET
american_scientific_journal-12043	89	6	prospects	prospect	NOUN
american_scientific_journal-12043	89	7	and	and	CCONJ
american_scientific_journal-12043	89	8	sustainable	sustainable	ADJ
american_scientific_journal-12043	89	9	future	future	NOUN
american_scientific_journal-12043	89	10	in	in	ADP
american_scientific_journal-12043	89	11	solar	solar	ADJ
american_scientific_journal-12043	89	12	energy	energy	NOUN
american_scientific_journal-12043	89	13	especially	especially	ADV
american_scientific_journal-12043	89	14	in	in	ADP
american_scientific_journal-12043	89	15	building	build	VERB
american_scientific_journal-12043	89	16	various	various	ADJ
american_scientific_journal-12043	89	17	sectors	sector	NOUN
american_scientific_journal-12043	89	18	.	.	PUNCT
american_scientific_journal-12043	90	1	the	the	DET
american_scientific_journal-12043	90	2	necessity	necessity	NOUN
american_scientific_journal-12043	90	3	for	for	ADP
american_scientific_journal-12043	90	4	infrastructural	infrastructural	ADJ
american_scientific_journal-12043	90	5	development	development	NOUN
american_scientific_journal-12043	90	6	has	have	AUX
american_scientific_journal-12043	90	7	increased	increase	VERB
american_scientific_journal-12043	90	8	based	base	VERB
american_scientific_journal-12043	90	9	on	on	ADP
american_scientific_journal-12043	90	10	the	the	DET
american_scientific_journal-12043	90	11	integration	integration	NOUN
american_scientific_journal-12043	90	12	of	of	ADP
american_scientific_journal-12043	90	13	solar	solar	ADJ
american_scientific_journal-12043	90	14	energy	energy	NOUN
american_scientific_journal-12043	90	15	into	into	ADP
american_scientific_journal-12043	90	16	current	current	ADJ
american_scientific_journal-12043	90	17	power	power	NOUN
american_scientific_journal-12043	90	18	systems	system	NOUN
american_scientific_journal-12043	90	19	.	.	PUNCT
american_scientific_journal-12043	91	1	the	the	DET
american_scientific_journal-12043	91	2	bidirectional	bidirectional	ADJ
american_scientific_journal-12043	91	3	and	and	CCONJ
american_scientific_journal-12043	91	4	variable	variable	ADJ
american_scientific_journal-12043	91	5	inputs	input	NOUN
american_scientific_journal-12043	91	6	of	of	ADP
american_scientific_journal-12043	91	7	solar	solar	ADJ
american_scientific_journal-12043	91	8	photovoltaic	photovoltaic	NOUN
american_scientific_journal-12043	91	9	(	(	PUNCT
american_scientific_journal-12043	91	10	pv	pv	NOUN
american_scientific_journal-12043	91	11	)	)	PUNCT
american_scientific_journal-12043	91	12	systems	system	NOUN
american_scientific_journal-12043	91	13	are	be	AUX
american_scientific_journal-12043	91	14	a	a	DET
american_scientific_journal-12043	91	15	challenge	challenge	NOUN
american_scientific_journal-12043	91	16	for	for	ADP
american_scientific_journal-12043	91	17	conventional	conventional	ADJ
american_scientific_journal-12043	91	18	power	power	NOUN
american_scientific_journal-12043	91	19	grids	grid	NOUN
american_scientific_journal-12043	91	20	,	,	PUNCT
american_scientific_journal-12043	91	21	which	which	PRON
american_scientific_journal-12043	91	22	were	be	AUX
american_scientific_journal-12043	91	23	initially	initially	ADV
american_scientific_journal-12043	91	24	built	build	VERB
american_scientific_journal-12043	91	25	for	for	ADP
american_scientific_journal-12043	91	26	one	one	NUM
american_scientific_journal-12043	91	27	-	-	PUNCT
american_scientific_journal-12043	91	28	way	way	NOUN
american_scientific_journal-12043	91	29	electricity	electricity	NOUN
american_scientific_journal-12043	91	30	flow	flow	NOUN
american_scientific_journal-12043	91	31	from	from	ADP
american_scientific_journal-12043	91	32	centralized	centralized	ADJ
american_scientific_journal-12043	91	33	plants	plant	NOUN
american_scientific_journal-12043	91	34	to	to	ADP
american_scientific_journal-12043	91	35	consumers	consumer	NOUN
american_scientific_journal-12043	91	36	.	.	PUNCT
american_scientific_journal-12043	92	1	the	the	DET
american_scientific_journal-12043	92	2	concept	concept	NOUN
american_scientific_journal-12043	92	3	of	of	ADP
american_scientific_journal-12043	92	4	smart	smart	ADJ
american_scientific_journal-12043	92	5	grids	grid	NOUN
american_scientific_journal-12043	92	6	promote	promote	VERB
american_scientific_journal-12043	92	7	digitally	digitally	ADV
american_scientific_journal-12043	92	8	enhanced	enhance	VERB
american_scientific_journal-12043	92	9	electrical	electrical	ADJ
american_scientific_journal-12043	92	10	networks	network	NOUN
american_scientific_journal-12043	92	11	that	that	PRON
american_scientific_journal-12043	92	12	use	use	VERB
american_scientific_journal-12043	92	13	automation	automation	NOUN
american_scientific_journal-12043	92	14	,	,	PUNCT
american_scientific_journal-12043	92	15	realamerican	realamerican	ADJ
american_scientific_journal-12043	92	16	academic	academic	ADJ
american_scientific_journal-12043	92	17	scientific	scientific	ADJ
american_scientific_journal-12043	92	18	research	research	NOUN
american_scientific_journal-12043	92	19	journal	journal	NOUN
american_scientific_journal-12043	92	20	for	for	ADP
american_scientific_journal-12043	92	21	engineering	engineering	NOUN
american_scientific_journal-12043	92	22	,	,	PUNCT
american_scientific_journal-12043	92	23	technology	technology	NOUN
american_scientific_journal-12043	92	24	,	,	PUNCT
american_scientific_journal-12043	92	25	and	and	CCONJ
american_scientific_journal-12043	92	26	sciences	science	NOUN
american_scientific_journal-12043	92	27	(	(	PUNCT
american_scientific_journal-12043	92	28	asrjets	asrjet	NOUN
american_scientific_journal-12043	92	29	)	)	PUNCT
american_scientific_journal-12043	92	30	volume	volume	NOUN
american_scientific_journal-12043	92	31	103	103	NUM
american_scientific_journal-12043	92	32	,	,	PUNCT
american_scientific_journal-12043	92	33	no	no	DET
american_scientific_journal-12043	92	34	1	1	NUM
american_scientific_journal-12043	92	35	,	,	PUNCT
american_scientific_journal-12043	92	36	pp	pp	ADV
american_scientific_journal-12043	92	37	195	195	NUM
american_scientific_journal-12043	92	38	-	-	SYM
american_scientific_journal-12043	92	39	205	205	NUM
american_scientific_journal-12043	92	40	200	200	NUM
american_scientific_journal-12043	92	41	time	time	NOUN
american_scientific_journal-12043	92	42	data	datum	NOUN
american_scientific_journal-12043	92	43	analytics	analytic	NOUN
american_scientific_journal-12043	92	44	,	,	PUNCT
american_scientific_journal-12043	92	45	and	and	CCONJ
american_scientific_journal-12043	92	46	communication	communication	NOUN
american_scientific_journal-12043	92	47	technologies	technology	NOUN
american_scientific_journal-12043	92	48	to	to	PART
american_scientific_journal-12043	92	49	ensure	ensure	VERB
american_scientific_journal-12043	92	50	energy	energy	NOUN
american_scientific_journal-12043	92	51	distribution	distribution	NOUN
american_scientific_journal-12043	92	52	was	be	AUX
american_scientific_journal-12043	92	53	mainly	mainly	ADV
american_scientific_journal-12043	92	54	achieved	achieve	VERB
american_scientific_journal-12043	92	55	4.2	4.2	NUM
american_scientific_journal-12043	92	56	ai	ai	NOUN
american_scientific_journal-12043	92	57	-	-	PUNCT
american_scientific_journal-12043	92	58	powered	power	VERB
american_scientific_journal-12043	92	59	load	load	NOUN
american_scientific_journal-12043	92	60	balancing	balance	VERB
american_scientific_journal-12043	92	61	in	in	ADP
american_scientific_journal-12043	92	62	smart	smart	ADJ
american_scientific_journal-12043	92	63	microgrids	microgrid	NOUN
american_scientific_journal-12043	92	64	microgrids	microgrid	NOUN
american_scientific_journal-12043	92	65	allow	allow	VERB
american_scientific_journal-12043	92	66	energy	energy	NOUN
american_scientific_journal-12043	92	67	to	to	PART
american_scientific_journal-12043	92	68	be	be	AUX
american_scientific_journal-12043	92	69	adequately	adequately	ADV
american_scientific_journal-12043	92	70	generated	generate	VERB
american_scientific_journal-12043	92	71	,	,	PUNCT
american_scientific_journal-12043	92	72	distributed	distribute	VERB
american_scientific_journal-12043	92	73	,	,	PUNCT
american_scientific_journal-12043	92	74	and	and	CCONJ
american_scientific_journal-12043	92	75	consumed	consume	VERB
american_scientific_journal-12043	92	76	in	in	ADP
american_scientific_journal-12043	92	77	smaller	small	ADJ
american_scientific_journal-12043	92	78	units	unit	NOUN
american_scientific_journal-12043	92	79	based	base	VERB
american_scientific_journal-12043	92	80	on	on	ADP
american_scientific_journal-12043	92	81	programmed	program	VERB
american_scientific_journal-12043	92	82	schedules	schedule	NOUN
american_scientific_journal-12043	92	83	;	;	PUNCT
american_scientific_journal-12043	92	84	microgrids	microgrid	NOUN
american_scientific_journal-12043	92	85	enhance	enhance	VERB
american_scientific_journal-12043	92	86	solution	solution	NOUN
american_scientific_journal-12043	92	87	to	to	ADP
american_scientific_journal-12043	92	88	issues	issue	NOUN
american_scientific_journal-12043	92	89	with	with	ADP
american_scientific_journal-12043	92	90	contemporary	contemporary	ADJ
american_scientific_journal-12043	92	91	power	power	NOUN
american_scientific_journal-12043	92	92	systems	system	NOUN
american_scientific_journal-12043	92	93	.	.	PUNCT
american_scientific_journal-12043	93	1	the	the	DET
american_scientific_journal-12043	93	2	adoption	adoption	NOUN
american_scientific_journal-12043	93	3	of	of	ADP
american_scientific_journal-12043	93	4	artificial	artificial	ADJ
american_scientific_journal-12043	93	5	intelligence	intelligence	NOUN
american_scientific_journal-12043	93	6	(	(	PUNCT
american_scientific_journal-12043	93	7	ai	ai	NOUN
american_scientific_journal-12043	93	8	)	)	PUNCT
american_scientific_journal-12043	93	9	for	for	ADP
american_scientific_journal-12043	93	10	load	load	NOUN
american_scientific_journal-12043	93	11	balancing	balancing	NOUN
american_scientific_journal-12043	93	12	is	be	AUX
american_scientific_journal-12043	93	13	highly	highly	ADV
american_scientific_journal-12043	93	14	efficient	efficient	ADJ
american_scientific_journal-12043	93	15	in	in	ADP
american_scientific_journal-12043	93	16	order	order	NOUN
american_scientific_journal-12043	93	17	to	to	PART
american_scientific_journal-12043	93	18	advance	advance	VERB
american_scientific_journal-12043	93	19	basic	basic	ADJ
american_scientific_journal-12043	93	20	development	development	NOUN
american_scientific_journal-12043	93	21	in	in	ADP
american_scientific_journal-12043	93	22	contemporary	contemporary	ADJ
american_scientific_journal-12043	93	23	microgrid	microgrid	PROPN
american_scientific_journal-12043	93	24	technology	technology	NOUN
american_scientific_journal-12043	93	25	[	[	X
american_scientific_journal-12043	93	26	8	8	NUM
american_scientific_journal-12043	93	27	]	]	PUNCT
american_scientific_journal-12043	93	28	.	.	PUNCT
american_scientific_journal-12043	94	1	the	the	DET
american_scientific_journal-12043	94	2	efficiency	efficiency	NOUN
american_scientific_journal-12043	94	3	of	of	ADP
american_scientific_journal-12043	94	4	ai	ai	PRON
american_scientific_journal-12043	94	5	algorithms	algorithm	NOUN
american_scientific_journal-12043	94	6	can	can	AUX
american_scientific_journal-12043	94	7	be	be	AUX
american_scientific_journal-12043	94	8	further	far	ADV
american_scientific_journal-12043	94	9	traced	trace	VERB
american_scientific_journal-12043	94	10	to	to	ADP
american_scientific_journal-12043	94	11	an	an	DET
american_scientific_journal-12043	94	12	accurate	accurate	ADJ
american_scientific_journal-12043	94	13	prediction	prediction	NOUN
american_scientific_journal-12043	94	14	analysis	analysis	NOUN
american_scientific_journal-12043	94	15	by	by	ADP
american_scientific_journal-12043	94	16	forecast	forecast	VERB
american_scientific_journal-12043	94	17	solar	solar	ADJ
american_scientific_journal-12043	94	18	output	output	NOUN
american_scientific_journal-12043	94	19	and	and	CCONJ
american_scientific_journal-12043	94	20	energy	energy	NOUN
american_scientific_journal-12043	94	21	demand	demand	NOUN
american_scientific_journal-12043	94	22	,	,	PUNCT
american_scientific_journal-12043	94	23	which	which	PRON
american_scientific_journal-12043	94	24	allow	allow	VERB
american_scientific_journal-12043	94	25	proactive	proactive	ADJ
american_scientific_journal-12043	94	26	supply	supply	NOUN
american_scientific_journal-12043	94	27	management	management	NOUN
american_scientific_journal-12043	94	28	as	as	SCONJ
american_scientific_journal-12043	94	29	opposed	oppose	VERB
american_scientific_journal-12043	94	30	to	to	ADP
american_scientific_journal-12043	94	31	reactive	reactive	ADJ
american_scientific_journal-12043	94	32	management	management	NOUN
american_scientific_journal-12043	94	33	.	.	PUNCT
american_scientific_journal-12043	95	1	with	with	ADP
american_scientific_journal-12043	95	2	the	the	DET
american_scientific_journal-12043	95	3	methods	method	NOUN
american_scientific_journal-12043	95	4	such	such	ADJ
american_scientific_journal-12043	95	5	as	as	ADP
american_scientific_journal-12043	95	6	machine	machine	NOUN
american_scientific_journal-12043	95	7	learning	learning	NOUN
american_scientific_journal-12043	95	8	,	,	PUNCT
american_scientific_journal-12043	95	9	reinforcement	reinforcement	NOUN
american_scientific_journal-12043	95	10	learning	learning	NOUN
american_scientific_journal-12043	95	11	,	,	PUNCT
american_scientific_journal-12043	95	12	neural	neural	ADJ
american_scientific_journal-12043	95	13	networks	network	NOUN
american_scientific_journal-12043	95	14	and	and	CCONJ
american_scientific_journal-12043	95	15	microgrids	microgrid	NOUN
american_scientific_journal-12043	95	16	can	can	AUX
american_scientific_journal-12043	95	17	easily	easily	ADV
american_scientific_journal-12043	95	18	distribute	distribute	VERB
american_scientific_journal-12043	95	19	solar	solar	ADJ
american_scientific_journal-12043	95	20	energy	energy	NOUN
american_scientific_journal-12043	95	21	[	[	X
american_scientific_journal-12043	95	22	18	18	NUM
american_scientific_journal-12043	95	23	]	]	PUNCT
american_scientific_journal-12043	95	24	.	.	PUNCT
american_scientific_journal-12043	96	1	this	this	PRON
american_scientific_journal-12043	96	2	therefore	therefore	ADV
american_scientific_journal-12043	96	3	guarantees	guarantee	VERB
american_scientific_journal-12043	96	4	effective	effective	ADJ
american_scientific_journal-12043	96	5	usage	usage	NOUN
american_scientific_journal-12043	96	6	without	without	ADP
american_scientific_journal-12043	96	7	stressing	stress	VERB
american_scientific_journal-12043	96	8	out	out	ADP
american_scientific_journal-12043	96	9	the	the	DET
american_scientific_journal-12043	96	10	entire	entire	ADJ
american_scientific_journal-12043	96	11	system	system	NOUN
american_scientific_journal-12043	96	12	.	.	PUNCT
american_scientific_journal-12043	97	1	predictive	predictive	ADJ
american_scientific_journal-12043	97	2	scheduling	scheduling	NOUN
american_scientific_journal-12043	97	3	is	be	AUX
american_scientific_journal-12043	97	4	also	also	ADV
american_scientific_journal-12043	97	5	made	make	VERB
american_scientific_journal-12043	97	6	possible	possible	ADJ
american_scientific_journal-12043	97	7	by	by	ADP
american_scientific_journal-12043	97	8	ai	ai	ADJ
american_scientific_journal-12043	97	9	-	-	PUNCT
american_scientific_journal-12043	97	10	driven	drive	VERB
american_scientific_journal-12043	97	11	load	load	NOUN
american_scientific_journal-12043	97	12	balancing	balance	VERB
american_scientific_journal-12043	97	13	.	.	PUNCT
american_scientific_journal-12043	98	1	through	through	ADP
american_scientific_journal-12043	98	2	the	the	DET
american_scientific_journal-12043	98	3	use	use	NOUN
american_scientific_journal-12043	98	4	of	of	ADP
american_scientific_journal-12043	98	5	historical	historical	ADJ
american_scientific_journal-12043	98	6	consumption	consumption	NOUN
american_scientific_journal-12043	98	7	data	datum	NOUN
american_scientific_journal-12043	98	8	and	and	CCONJ
american_scientific_journal-12043	98	9	real	real	ADJ
american_scientific_journal-12043	98	10	-	-	PUNCT
american_scientific_journal-12043	98	11	time	time	NOUN
american_scientific_journal-12043	98	12	weather	weather	NOUN
american_scientific_journal-12043	98	13	forecasts	forecast	NOUN
american_scientific_journal-12043	98	14	,	,	PUNCT
american_scientific_journal-12043	98	15	microgrids	microgrid	NOUN
american_scientific_journal-12043	98	16	are	be	AUX
american_scientific_journal-12043	98	17	able	able	ADJ
american_scientific_journal-12043	98	18	to	to	PART
american_scientific_journal-12043	98	19	either	either	CCONJ
american_scientific_journal-12043	98	20	move	move	VERB
american_scientific_journal-12043	98	21	non	non	ADJ
american_scientific_journal-12043	98	22	-	-	ADJ
american_scientific_journal-12043	98	23	essential	essential	ADJ
american_scientific_journal-12043	98	24	loads	load	NOUN
american_scientific_journal-12043	98	25	(	(	PUNCT
american_scientific_journal-12043	98	26	such	such	ADJ
american_scientific_journal-12043	98	27	as	as	ADP
american_scientific_journal-12043	98	28	ev	ev	INTJ
american_scientific_journal-12043	98	29	charging	charging	NOUN
american_scientific_journal-12043	98	30	or	or	CCONJ
american_scientific_journal-12043	98	31	water	water	NOUN
american_scientific_journal-12043	98	32	heating	heating	NOUN
american_scientific_journal-12043	98	33	)	)	PUNCT
american_scientific_journal-12043	98	34	to	to	ADP
american_scientific_journal-12043	98	35	times	time	NOUN
american_scientific_journal-12043	98	36	when	when	SCONJ
american_scientific_journal-12043	98	37	solar	solar	ADJ
american_scientific_journal-12043	98	38	availability	availability	NOUN
american_scientific_journal-12043	98	39	is	be	AUX
american_scientific_journal-12043	98	40	abundant	abundant	ADJ
american_scientific_journal-12043	98	41	or	or	CCONJ
american_scientific_journal-12043	98	42	preemptively	preemptively	ADV
american_scientific_journal-12043	98	43	store	store	VERB
american_scientific_journal-12043	98	44	excess	excess	ADJ
american_scientific_journal-12043	98	45	solar	solar	ADJ
american_scientific_journal-12043	98	46	energy	energy	NOUN
american_scientific_journal-12043	98	47	during	during	ADP
american_scientific_journal-12043	98	48	peak	peak	NOUN
american_scientific_journal-12043	98	49	sunlight	sunlight	NOUN
american_scientific_journal-12043	98	50	hours	hour	NOUN
american_scientific_journal-12043	98	51	for	for	ADP
american_scientific_journal-12043	98	52	later	later	ADJ
american_scientific_journal-12043	98	53	use	use	NOUN
american_scientific_journal-12043	98	54	.	.	PUNCT
american_scientific_journal-12043	99	1	overall	overall	ADJ
american_scientific_journal-12043	99	2	system	system	NOUN
american_scientific_journal-12043	99	3	stability	stability	NOUN
american_scientific_journal-12043	99	4	is	be	AUX
american_scientific_journal-12043	99	5	improved	improve	VERB
american_scientific_journal-12043	99	6	,	,	PUNCT
american_scientific_journal-12043	99	7	curtailment	curtailment	ADJ
american_scientific_journal-12043	99	8	is	be	AUX
american_scientific_journal-12043	99	9	decreased	decrease	VERB
american_scientific_journal-12043	99	10	,	,	PUNCT
american_scientific_journal-12043	99	11	and	and	CCONJ
american_scientific_journal-12043	99	12	the	the	DET
american_scientific_journal-12043	99	13	need	need	NOUN
american_scientific_journal-12043	99	14	for	for	ADP
american_scientific_journal-12043	99	15	fossil	fossil	NOUN
american_scientific_journal-12043	99	16	fuel	fuel	NOUN
american_scientific_journal-12043	99	17	backup	backup	NOUN
american_scientific_journal-12043	99	18	is	be	AUX
american_scientific_journal-12043	99	19	reduced	reduce	VERB
american_scientific_journal-12043	99	20	thanks	thank	NOUN
american_scientific_journal-12043	99	21	to	to	ADP
american_scientific_journal-12043	99	22	this	this	DET
american_scientific_journal-12043	99	23	predictive	predictive	ADJ
american_scientific_journal-12043	99	24	capability	capability	NOUN
american_scientific_journal-12043	99	25	[	[	X
american_scientific_journal-12043	99	26	6	6	NUM
american_scientific_journal-12043	99	27	]	]	PUNCT
american_scientific_journal-12043	99	28	.	.	PUNCT
american_scientific_journal-12043	100	1	4.3	4.3	NUM
american_scientific_journal-12043	100	2	integration	integration	NOUN
american_scientific_journal-12043	100	3	of	of	ADP
american_scientific_journal-12043	100	4	iot	iot	NOUN
american_scientific_journal-12043	100	5	and	and	CCONJ
american_scientific_journal-12043	100	6	edge	edge	NOUN
american_scientific_journal-12043	100	7	computing	computing	NOUN
american_scientific_journal-12043	100	8	in	in	ADP
american_scientific_journal-12043	100	9	smart	smart	ADJ
american_scientific_journal-12043	100	10	microgrids	microgrid	NOUN
american_scientific_journal-12043	100	11	when	when	SCONJ
american_scientific_journal-12043	100	12	paired	pair	VERB
american_scientific_journal-12043	100	13	with	with	ADP
american_scientific_journal-12043	100	14	edge	edge	NOUN
american_scientific_journal-12043	100	15	computing	computing	NOUN
american_scientific_journal-12043	100	16	and	and	CCONJ
american_scientific_journal-12043	100	17	internet	internet	NOUN
american_scientific_journal-12043	100	18	of	of	ADP
american_scientific_journal-12043	100	19	things	thing	NOUN
american_scientific_journal-12043	100	20	(	(	PUNCT
american_scientific_journal-12043	100	21	iot	iot	NOUN
american_scientific_journal-12043	100	22	)	)	PUNCT
american_scientific_journal-12043	100	23	devices	device	NOUN
american_scientific_journal-12043	100	24	,	,	PUNCT
american_scientific_journal-12043	100	25	ai	ai	NOUN
american_scientific_journal-12043	100	26	-	-	PUNCT
american_scientific_journal-12043	100	27	powered	power	VERB
american_scientific_journal-12043	100	28	load	load	NOUN
american_scientific_journal-12043	100	29	balancing	balancing	NOUN
american_scientific_journal-12043	100	30	becomes	become	VERB
american_scientific_journal-12043	100	31	even	even	ADV
american_scientific_journal-12043	100	32	more	more	ADV
american_scientific_journal-12043	100	33	effective	effective	ADJ
american_scientific_journal-12043	100	34	.	.	PUNCT
american_scientific_journal-12043	101	1	granular	granular	ADJ
american_scientific_journal-12043	101	2	,	,	PUNCT
american_scientific_journal-12043	101	3	real	real	ADJ
american_scientific_journal-12043	101	4	-	-	PUNCT
american_scientific_journal-12043	101	5	time	time	NOUN
american_scientific_journal-12043	101	6	data	datum	NOUN
american_scientific_journal-12043	101	7	on	on	ADP
american_scientific_journal-12043	101	8	energy	energy	NOUN
american_scientific_journal-12043	101	9	production	production	NOUN
american_scientific_journal-12043	101	10	and	and	CCONJ
american_scientific_journal-12043	101	11	consumption	consumption	NOUN
american_scientific_journal-12043	101	12	is	be	AUX
american_scientific_journal-12043	101	13	provided	provide	VERB
american_scientific_journal-12043	101	14	by	by	ADP
american_scientific_journal-12043	101	15	smart	smart	ADJ
american_scientific_journal-12043	101	16	meters	meter	NOUN
american_scientific_journal-12043	101	17	,	,	PUNCT
american_scientific_journal-12043	101	18	sensors	sensor	NOUN
american_scientific_journal-12043	101	19	,	,	PUNCT
american_scientific_journal-12043	101	20	and	and	CCONJ
american_scientific_journal-12043	101	21	networked	networked	ADJ
american_scientific_journal-12043	101	22	appliances	appliance	NOUN
american_scientific_journal-12043	101	23	.	.	PUNCT
american_scientific_journal-12043	102	1	by	by	ADP
american_scientific_journal-12043	102	2	processing	process	VERB
american_scientific_journal-12043	102	3	this	this	DET
american_scientific_journal-12043	102	4	data	datum	NOUN
american_scientific_journal-12043	102	5	near	near	ADP
american_scientific_journal-12043	102	6	its	its	PRON
american_scientific_journal-12043	102	7	source	source	NOUN
american_scientific_journal-12043	102	8	at	at	ADP
american_scientific_journal-12043	102	9	the	the	DET
american_scientific_journal-12043	102	10	network	network	NOUN
american_scientific_journal-12043	102	11	's	's	PART
american_scientific_journal-12043	102	12	edge	edge	NOUN
american_scientific_journal-12043	102	13	,	,	PUNCT
american_scientific_journal-12043	102	14	latency	latency	NOUN
american_scientific_journal-12043	102	15	is	be	AUX
american_scientific_journal-12043	102	16	decreased	decrease	VERB
american_scientific_journal-12043	102	17	and	and	CCONJ
american_scientific_journal-12043	102	18	prompt	prompt	ADJ
american_scientific_journal-12043	102	19	decision	decision	NOUN
american_scientific_journal-12043	102	20	-	-	PUNCT
american_scientific_journal-12043	102	21	making	making	NOUN
american_scientific_journal-12043	102	22	is	be	AUX
american_scientific_journal-12043	102	23	made	make	VERB
american_scientific_journal-12043	102	24	possible	possible	ADJ
american_scientific_journal-12043	102	25	.	.	PUNCT
american_scientific_journal-12043	103	1	in	in	ADP
american_scientific_journal-12043	103	2	milliseconds	millisecond	NOUN
american_scientific_journal-12043	103	3	,	,	PUNCT
american_scientific_journal-12043	103	4	for	for	ADP
american_scientific_journal-12043	103	5	example	example	NOUN
american_scientific_journal-12043	103	6	,	,	PUNCT
american_scientific_journal-12043	103	7	iot	iot	ADJ
american_scientific_journal-12043	103	8	-	-	PUNCT
american_scientific_journal-12043	103	9	enabled	enable	VERB
american_scientific_journal-12043	103	10	microgrids	microgrid	NOUN
american_scientific_journal-12043	103	11	can	can	AUX
american_scientific_journal-12043	103	12	automatically	automatically	ADV
american_scientific_journal-12043	103	13	redistribute	redistribute	VERB
american_scientific_journal-12043	103	14	loads	load	NOUN
american_scientific_journal-12043	103	15	,	,	PUNCT
american_scientific_journal-12043	103	16	activate	activate	VERB
american_scientific_journal-12043	103	17	stored	store	VERB
american_scientific_journal-12043	103	18	energy	energy	NOUN
american_scientific_journal-12043	103	19	reserves	reserve	NOUN
american_scientific_journal-12043	103	20	,	,	PUNCT
american_scientific_journal-12043	103	21	or	or	CCONJ
american_scientific_journal-12043	103	22	request	request	VERB
american_scientific_journal-12043	103	23	additional	additional	ADJ
american_scientific_journal-12043	103	24	power	power	NOUN
american_scientific_journal-12043	103	25	from	from	ADP
american_scientific_journal-12043	103	26	the	the	DET
american_scientific_journal-12043	103	27	main	main	ADJ
american_scientific_journal-12043	103	28	grid	grid	NOUN
american_scientific_journal-12043	103	29	in	in	ADP
american_scientific_journal-12043	103	30	the	the	DET
american_scientific_journal-12043	103	31	event	event	NOUN
american_scientific_journal-12043	103	32	of	of	ADP
american_scientific_journal-12043	103	33	a	a	DET
american_scientific_journal-12043	103	34	sudden	sudden	ADJ
american_scientific_journal-12043	103	35	drop	drop	NOUN
american_scientific_journal-12043	103	36	in	in	ADP
american_scientific_journal-12043	103	37	solar	solar	ADJ
american_scientific_journal-12043	103	38	generation	generation	NOUN
american_scientific_journal-12043	103	39	.	.	PUNCT
american_scientific_journal-12043	104	1	despite	despite	SCONJ
american_scientific_journal-12043	104	2	solar	solar	ADJ
american_scientific_journal-12043	104	3	variability	variability	NOUN
american_scientific_journal-12043	104	4	,	,	PUNCT
american_scientific_journal-12043	104	5	end	end	NOUN
american_scientific_journal-12043	104	6	users	user	NOUN
american_scientific_journal-12043	104	7	are	be	AUX
american_scientific_journal-12043	104	8	guaranteed	guarantee	VERB
american_scientific_journal-12043	104	9	a	a	DET
american_scientific_journal-12043	104	10	smooth	smooth	ADJ
american_scientific_journal-12043	104	11	energy	energy	NOUN
american_scientific_journal-12043	104	12	supply	supply	NOUN
american_scientific_journal-12043	104	13	thanks	thank	NOUN
american_scientific_journal-12043	104	14	to	to	ADP
american_scientific_journal-12043	104	15	this	this	DET
american_scientific_journal-12043	104	16	quick	quick	ADJ
american_scientific_journal-12043	104	17	response	response	NOUN
american_scientific_journal-12043	104	18	[	[	X
american_scientific_journal-12043	104	19	9	9	NUM
american_scientific_journal-12043	104	20	]	]	PUNCT
american_scientific_journal-12043	104	21	.	.	PUNCT
american_scientific_journal-12043	105	1	beyond	beyond	ADP
american_scientific_journal-12043	105	2	their	their	PRON
american_scientific_journal-12043	105	3	technical	technical	ADJ
american_scientific_journal-12043	105	4	capabilities	capability	NOUN
american_scientific_journal-12043	105	5	,	,	PUNCT
american_scientific_journal-12043	105	6	ai	ai	NOUN
american_scientific_journal-12043	105	7	-	-	PUNCT
american_scientific_journal-12043	105	8	powered	power	VERB
american_scientific_journal-12043	105	9	microgrids	microgrid	NOUN
american_scientific_journal-12043	105	10	have	have	VERB
american_scientific_journal-12043	105	11	significant	significant	ADJ
american_scientific_journal-12043	105	12	positive	positive	ADJ
american_scientific_journal-12043	105	13	effects	effect	NOUN
american_scientific_journal-12043	105	14	on	on	ADP
american_scientific_journal-12043	105	15	the	the	DET
american_scientific_journal-12043	105	16	economy	economy	NOUN
american_scientific_journal-12043	105	17	and	and	CCONJ
american_scientific_journal-12043	105	18	the	the	DET
american_scientific_journal-12043	105	19	environment	environment	NOUN
american_scientific_journal-12043	105	20	.	.	PUNCT
american_scientific_journal-12043	106	1	this	this	PRON
american_scientific_journal-12043	106	2	is	be	AUX
american_scientific_journal-12043	106	3	feasible	feasible	ADJ
american_scientific_journal-12043	106	4	by	by	ADP
american_scientific_journal-12043	106	5	maximizing	maximize	VERB
american_scientific_journal-12043	106	6	the	the	DET
american_scientific_journal-12043	106	7	use	use	NOUN
american_scientific_journal-12043	106	8	of	of	ADP
american_scientific_journal-12043	106	9	renewable	renewable	ADJ
american_scientific_journal-12043	106	10	energy	energy	NOUN
american_scientific_journal-12043	106	11	sources	source	NOUN
american_scientific_journal-12043	106	12	and	and	CCONJ
american_scientific_journal-12043	106	13	minimizing	minimize	VERB
american_scientific_journal-12043	106	14	energy	energy	NOUN
american_scientific_journal-12043	106	15	losses	loss	NOUN
american_scientific_journal-12043	106	16	,	,	PUNCT
american_scientific_journal-12043	106	17	they	they	PRON
american_scientific_journal-12043	106	18	lower	lower	VERB
american_scientific_journal-12043	106	19	operating	operating	NOUN
american_scientific_journal-12043	106	20	costs	cost	NOUN
american_scientific_journal-12043	106	21	.	.	PUNCT
american_scientific_journal-12043	107	1	additionally	additionally	ADV
american_scientific_journal-12043	107	2	,	,	PUNCT
american_scientific_journal-12043	107	3	they	they	PRON
american_scientific_journal-12043	107	4	promote	promote	VERB
american_scientific_journal-12043	107	5	peer	peer	NOUN
american_scientific_journal-12043	107	6	-	-	PUNCT
american_scientific_journal-12043	107	7	to	to	ADP
american_scientific_journal-12043	107	8	-	-	PUNCT
american_scientific_journal-12043	107	9	peer	peer	NOUN
american_scientific_journal-12043	107	10	energy	energy	NOUN
american_scientific_journal-12043	107	11	trading	trading	NOUN
american_scientific_journal-12043	107	12	,	,	PUNCT
american_scientific_journal-12043	107	13	which	which	PRON
american_scientific_journal-12043	107	14	creates	create	VERB
american_scientific_journal-12043	107	15	local	local	ADJ
american_scientific_journal-12043	107	16	energy	energy	NOUN
american_scientific_journal-12043	107	17	markets	market	NOUN
american_scientific_journal-12043	107	18	by	by	ADP
american_scientific_journal-12043	107	19	allowing	allow	VERB
american_scientific_journal-12043	107	20	homes	home	NOUN
american_scientific_journal-12043	107	21	or	or	CCONJ
american_scientific_journal-12043	107	22	businesses	business	NOUN
american_scientific_journal-12043	107	23	to	to	PART
american_scientific_journal-12043	107	24	sell	sell	VERB
american_scientific_journal-12043	107	25	excess	excess	ADJ
american_scientific_journal-12043	107	26	solar	solar	ADJ
american_scientific_journal-12043	107	27	electricity	electricity	NOUN
american_scientific_journal-12043	107	28	to	to	ADP
american_scientific_journal-12043	107	29	neighbors	neighbor	NOUN
american_scientific_journal-12043	107	30	within	within	ADP
american_scientific_journal-12043	107	31	the	the	DET
american_scientific_journal-12043	107	32	microgrid	microgrid	NOUN
american_scientific_journal-12043	108	1	[	[	X
american_scientific_journal-12043	108	2	5	5	NUM
american_scientific_journal-12043	108	3	]	]	PUNCT
american_scientific_journal-12043	108	4	.	.	PUNCT
american_scientific_journal-12043	109	1	4.4	4.4	NUM
american_scientific_journal-12043	109	2	blockchain	blockchain	NOUN
american_scientific_journal-12043	109	3	-	-	PUNCT
american_scientific_journal-12043	109	4	enabled	enable	VERB
american_scientific_journal-12043	109	5	peer	peer	NOUN
american_scientific_journal-12043	109	6	-	-	PUNCT
american_scientific_journal-12043	109	7	to	to	ADP
american_scientific_journal-12043	109	8	-	-	PUNCT
american_scientific_journal-12043	109	9	peer	peer	NOUN
american_scientific_journal-12043	109	10	energy	energy	NOUN
american_scientific_journal-12043	109	11	trading	trading	NOUN
american_scientific_journal-12043	109	12	a	a	DET
american_scientific_journal-12043	109	13	blockchain	blockchain	PROPN
american_scientific_journal-12043	109	14	model	model	NOUN
american_scientific_journal-12043	109	15	facilitates	facilitate	VERB
american_scientific_journal-12043	109	16	p2p	p2p	NOUN
american_scientific_journal-12043	109	17	energy	energy	NOUN
american_scientific_journal-12043	109	18	trading	trading	NOUN
american_scientific_journal-12043	109	19	and	and	CCONJ
american_scientific_journal-12043	109	20	illustrates	illustrate	VERB
american_scientific_journal-12043	109	21	the	the	DET
american_scientific_journal-12043	109	22	impediments	impediment	NOUN
american_scientific_journal-12043	109	23	to	to	ADP
american_scientific_journal-12043	109	24	trading	trading	NOUN
american_scientific_journal-12043	109	25	,	,	PUNCT
american_scientific_journal-12043	109	26	known	know	VERB
american_scientific_journal-12043	109	27	as	as	ADP
american_scientific_journal-12043	109	28	the	the	DET
american_scientific_journal-12043	109	29	trilemma	trilemma	NOUN
american_scientific_journal-12043	109	30	of	of	ADP
american_scientific_journal-12043	109	31	scalability	scalability	NOUN
american_scientific_journal-12043	109	32	,	,	PUNCT
american_scientific_journal-12043	109	33	security	security	NOUN
american_scientific_journal-12043	109	34	,	,	PUNCT
american_scientific_journal-12043	109	35	and	and	CCONJ
american_scientific_journal-12043	109	36	decentralization	decentralization	NOUN
american_scientific_journal-12043	109	37	.	.	PUNCT
american_scientific_journal-12043	110	1	then	then	ADV
american_scientific_journal-12043	110	2	,	,	PUNCT
american_scientific_journal-12043	110	3	a	a	DET
american_scientific_journal-12043	110	4	scalable	scalable	ADJ
american_scientific_journal-12043	110	5	,	,	PUNCT
american_scientific_journal-12043	110	6	strong	strong	ADJ
american_scientific_journal-12043	110	7	,	,	PUNCT
american_scientific_journal-12043	110	8	and	and	CCONJ
american_scientific_journal-12043	110	9	safe	safe	ADJ
american_scientific_journal-12043	110	10	model	model	NOUN
american_scientific_journal-12043	110	11	is	be	AUX
american_scientific_journal-12043	110	12	suggested	suggest	VERB
american_scientific_journal-12043	110	13	to	to	PART
american_scientific_journal-12043	110	14	facilitate	facilitate	VERB
american_scientific_journal-12043	110	15	quick	quick	ADJ
american_scientific_journal-12043	110	16	and	and	CCONJ
american_scientific_journal-12043	110	17	frequent	frequent	ADJ
american_scientific_journal-12043	110	18	trading	trading	NOUN
american_scientific_journal-12043	110	19	using	use	VERB
american_scientific_journal-12043	110	20	the	the	DET
american_scientific_journal-12043	110	21	second	second	ADJ
american_scientific_journal-12043	110	22	layer	layer	NOUN
american_scientific_journal-12043	110	23	solution	solution	NOUN
american_scientific_journal-12043	110	24	that	that	PRON
american_scientific_journal-12043	110	25	sits	sit	VERB
american_scientific_journal-12043	110	26	on	on	ADP
american_scientific_journal-12043	110	27	top	top	NOUN
american_scientific_journal-12043	110	28	of	of	ADP
american_scientific_journal-12043	110	29	a	a	DET
american_scientific_journal-12043	110	30	strong	strong	ADJ
american_scientific_journal-12043	110	31	and	and	CCONJ
american_scientific_journal-12043	110	32	safe	safe	ADJ
american_scientific_journal-12043	110	33	blockchain	blockchain	PROPN
american_scientific_journal-12043	110	34	substrate.p2p	substrate.p2p	PROPN
american_scientific_journal-12043	110	35	energy	energy	NOUN
american_scientific_journal-12043	110	36	trading	trading	NOUN
american_scientific_journal-12043	110	37	has	have	AUX
american_scientific_journal-12043	110	38	garnered	garner	VERB
american_scientific_journal-12043	110	39	heightened	heightened	ADJ
american_scientific_journal-12043	110	40	interest	interest	NOUN
american_scientific_journal-12043	110	41	from	from	ADP
american_scientific_journal-12043	110	42	both	both	CCONJ
american_scientific_journal-12043	110	43	the	the	DET
american_scientific_journal-12043	110	44	industry	industry	NOUN
american_scientific_journal-12043	110	45	and	and	CCONJ
american_scientific_journal-12043	110	46	academia	academia	NOUN
american_scientific_journal-12043	110	47	.	.	PUNCT
american_scientific_journal-12043	111	1	american	american	ADJ
american_scientific_journal-12043	111	2	academic	academic	ADJ
american_scientific_journal-12043	111	3	scientific	scientific	ADJ
american_scientific_journal-12043	111	4	research	research	NOUN
american_scientific_journal-12043	111	5	journal	journal	NOUN
american_scientific_journal-12043	111	6	for	for	ADP
american_scientific_journal-12043	111	7	engineering	engineering	NOUN
american_scientific_journal-12043	111	8	,	,	PUNCT
american_scientific_journal-12043	111	9	technology	technology	NOUN
american_scientific_journal-12043	111	10	,	,	PUNCT
american_scientific_journal-12043	111	11	and	and	CCONJ
american_scientific_journal-12043	111	12	sciences	science	NOUN
american_scientific_journal-12043	111	13	(	(	PUNCT
american_scientific_journal-12043	111	14	asrjets	asrjet	NOUN
american_scientific_journal-12043	111	15	)	)	PUNCT
american_scientific_journal-12043	111	16	volume	volume	NOUN
american_scientific_journal-12043	111	17	103	103	NUM
american_scientific_journal-12043	111	18	,	,	PUNCT
american_scientific_journal-12043	111	19	no	no	DET
american_scientific_journal-12043	111	20	1	1	NUM
american_scientific_journal-12043	111	21	,	,	PUNCT
american_scientific_journal-12043	111	22	pp	pp	ADV
american_scientific_journal-12043	111	23	195	195	NUM
american_scientific_journal-12043	111	24	-	-	SYM
american_scientific_journal-12043	111	25	205	205	NUM
american_scientific_journal-12043	111	26	201	201	NUM
american_scientific_journal-12043	111	27	mengelkamp	mengelkamp	NOUN
american_scientific_journal-12043	111	28	and	and	CCONJ
american_scientific_journal-12043	111	29	his	his	PRON
american_scientific_journal-12043	111	30	colleagues	colleague	NOUN
american_scientific_journal-12043	111	31	,	,	PUNCT
american_scientific_journal-12043	111	32	present	present	VERB
american_scientific_journal-12043	111	33	a	a	DET
american_scientific_journal-12043	111	34	thorough	thorough	ADJ
american_scientific_journal-12043	111	35	assessment	assessment	NOUN
american_scientific_journal-12043	111	36	of	of	ADP
american_scientific_journal-12043	111	37	p2p	p2p	NOUN
american_scientific_journal-12043	111	38	energy	energy	NOUN
american_scientific_journal-12043	111	39	systems	system	NOUN
american_scientific_journal-12043	111	40	utilized	utilize	VERB
american_scientific_journal-12043	111	41	throughout	throughout	ADP
american_scientific_journal-12043	111	42	three	three	NUM
american_scientific_journal-12043	111	43	distinct	distinct	ADJ
american_scientific_journal-12043	111	44	domains	domain	NOUN
american_scientific_journal-12043	111	45	:	:	PUNCT
american_scientific_journal-12043	111	46	building	building	NOUN
american_scientific_journal-12043	111	47	,	,	PUNCT
american_scientific_journal-12043	111	48	storage	storage	NOUN
american_scientific_journal-12043	111	49	,	,	PUNCT
american_scientific_journal-12043	111	50	and	and	CCONJ
american_scientific_journal-12043	111	51	renewable	renewable	ADJ
american_scientific_journal-12043	111	52	generation	generation	NOUN
american_scientific_journal-12043	111	53	.	.	PUNCT
american_scientific_journal-12043	112	1	this	this	DET
american_scientific_journal-12043	112	2	model	model	NOUN
american_scientific_journal-12043	112	3	has	have	AUX
american_scientific_journal-12043	112	4	been	be	AUX
american_scientific_journal-12043	112	5	made	make	VERB
american_scientific_journal-12043	112	6	possible	possible	ADJ
american_scientific_journal-12043	112	7	in	in	ADP
american_scientific_journal-12043	112	8	large	large	ADJ
american_scientific_journal-12043	112	9	part	part	NOUN
american_scientific_journal-12043	112	10	by	by	ADP
american_scientific_journal-12043	112	11	blockchain	blockchain	PROPN
american_scientific_journal-12043	112	12	technology	technology	PROPN
american_scientific_journal-12043	112	13	,	,	PUNCT
american_scientific_journal-12043	112	14	which	which	PRON
american_scientific_journal-12043	112	15	offers	offer	VERB
american_scientific_journal-12043	112	16	the	the	DET
american_scientific_journal-12043	112	17	security	security	NOUN
american_scientific_journal-12043	112	18	,	,	PUNCT
american_scientific_journal-12043	112	19	trust	trust	NOUN
american_scientific_journal-12043	112	20	,	,	PUNCT
american_scientific_journal-12043	112	21	and	and	CCONJ
american_scientific_journal-12043	112	22	transparency	transparency	NOUN
american_scientific_journal-12043	112	23	required	require	VERB
american_scientific_journal-12043	112	24	for	for	ADP
american_scientific_journal-12043	112	25	decentralized	decentralize	VERB
american_scientific_journal-12043	112	26	energy	energy	NOUN
american_scientific_journal-12043	112	27	transactions	transaction	NOUN
american_scientific_journal-12043	112	28	[	[	X
american_scientific_journal-12043	112	29	10	10	NUM
american_scientific_journal-12043	112	30	]	]	PUNCT
american_scientific_journal-12043	112	31	.	.	PUNCT
american_scientific_journal-12043	113	1	blockchain	blockchain	PROPN
american_scientific_journal-12043	113	2	is	be	AUX
american_scientific_journal-12043	113	3	popularly	popularly	ADV
american_scientific_journal-12043	113	4	known	know	VERB
american_scientific_journal-12043	113	5	for	for	ADP
american_scientific_journal-12043	113	6	distributed	distribute	VERB
american_scientific_journal-12043	113	7	ledger	ledger	NOUN
american_scientific_journal-12043	113	8	system	system	NOUN
american_scientific_journal-12043	113	9	that	that	PRON
american_scientific_journal-12043	113	10	safely	safely	ADV
american_scientific_journal-12043	113	11	and	and	CCONJ
american_scientific_journal-12043	113	12	permanently	permanently	ADV
american_scientific_journal-12043	113	13	logs	log	VERB
american_scientific_journal-12043	113	14	transactions	transaction	NOUN
american_scientific_journal-12043	113	15	.	.	PUNCT
american_scientific_journal-12043	114	1	blockchain	blockchain	PROPN
american_scientific_journal-12043	114	2	makes	make	VERB
american_scientific_journal-12043	114	3	it	it	PRON
american_scientific_journal-12043	114	4	possible	possible	ADJ
american_scientific_journal-12043	114	5	to	to	PART
american_scientific_journal-12043	114	6	record	record	VERB
american_scientific_journal-12043	114	7	energy	energy	NOUN
american_scientific_journal-12043	114	8	production	production	NOUN
american_scientific_journal-12043	114	9	and	and	CCONJ
american_scientific_journal-12043	114	10	consumption	consumption	NOUN
american_scientific_journal-12043	114	11	data	datum	NOUN
american_scientific_journal-12043	114	12	in	in	ADP
american_scientific_journal-12043	114	13	real	real	ADJ
american_scientific_journal-12043	114	14	time	time	NOUN
american_scientific_journal-12043	114	15	,	,	PUNCT
american_scientific_journal-12043	114	16	allowing	allow	VERB
american_scientific_journal-12043	114	17	p2p	p2p	NOUN
american_scientific_journal-12043	114	18	energy	energy	NOUN
american_scientific_journal-12043	114	19	traders	trader	NOUN
american_scientific_journal-12043	114	20	to	to	PART
american_scientific_journal-12043	114	21	conduct	conduct	VERB
american_scientific_journal-12043	114	22	direct	direct	ADJ
american_scientific_journal-12043	114	23	transactions	transaction	NOUN
american_scientific_journal-12043	114	24	with	with	ADP
american_scientific_journal-12043	114	25	one	one	NUM
american_scientific_journal-12043	114	26	another	another	DET
american_scientific_journal-12043	114	27	.	.	PUNCT
american_scientific_journal-12043	115	1	in	in	ADP
american_scientific_journal-12043	115	2	practical	practical	ADJ
american_scientific_journal-12043	115	3	perspectives	perspective	NOUN
american_scientific_journal-12043	115	4	,	,	PUNCT
american_scientific_journal-12043	115	5	using	use	VERB
american_scientific_journal-12043	115	6	a	a	DET
american_scientific_journal-12043	115	7	blockchain	blockchain	NOUN
american_scientific_journal-12043	115	8	-	-	PUNCT
american_scientific_journal-12043	115	9	based	base	VERB
american_scientific_journal-12043	115	10	platform	platform	NOUN
american_scientific_journal-12043	115	11	,	,	PUNCT
american_scientific_journal-12043	115	12	a	a	DET
american_scientific_journal-12043	115	13	home	home	NOUN
american_scientific_journal-12043	115	14	with	with	ADP
american_scientific_journal-12043	115	15	rooftop	rooftop	NOUN
american_scientific_journal-12043	115	16	solar	solar	ADJ
american_scientific_journal-12043	115	17	panels	panel	NOUN
american_scientific_journal-12043	115	18	can	can	AUX
american_scientific_journal-12043	115	19	automatically	automatically	ADV
american_scientific_journal-12043	115	20	sell	sell	VERB
american_scientific_journal-12043	115	21	its	its	PRON
american_scientific_journal-12043	115	22	excess	excess	ADJ
american_scientific_journal-12043	115	23	electricity	electricity	NOUN
american_scientific_journal-12043	115	24	to	to	ADP
american_scientific_journal-12043	115	25	a	a	DET
american_scientific_journal-12043	115	26	neighbor	neighbor	NOUN
american_scientific_journal-12043	115	27	.	.	PUNCT
american_scientific_journal-12043	116	1	without	without	ADP
american_scientific_journal-12043	116	2	the	the	DET
american_scientific_journal-12043	116	3	need	need	NOUN
american_scientific_journal-12043	116	4	for	for	SCONJ
american_scientific_journal-12043	116	5	a	a	DET
american_scientific_journal-12043	116	6	utility	utility	NOUN
american_scientific_journal-12043	116	7	company	company	NOUN
american_scientific_journal-12043	116	8	to	to	PART
american_scientific_journal-12043	116	9	act	act	VERB
american_scientific_journal-12043	116	10	as	as	ADP
american_scientific_journal-12043	116	11	a	a	DET
american_scientific_journal-12043	116	12	mediator	mediator	NOUN
american_scientific_journal-12043	116	13	,	,	PUNCT
american_scientific_journal-12043	116	14	the	the	DET
american_scientific_journal-12043	116	15	system	system	NOUN
american_scientific_journal-12043	116	16	instantly	instantly	ADV
american_scientific_journal-12043	116	17	executes	execute	VERB
american_scientific_journal-12043	116	18	the	the	DET
american_scientific_journal-12043	116	19	financial	financial	ADJ
american_scientific_journal-12043	116	20	settlement	settlement	NOUN
american_scientific_journal-12043	116	21	,	,	PUNCT
american_scientific_journal-12043	116	22	validates	validate	VERB
american_scientific_journal-12043	116	23	the	the	DET
american_scientific_journal-12043	116	24	transaction	transaction	NOUN
american_scientific_journal-12043	116	25	,	,	PUNCT
american_scientific_journal-12043	116	26	and	and	CCONJ
american_scientific_journal-12043	116	27	logs	log	VERB
american_scientific_journal-12043	116	28	the	the	DET
american_scientific_journal-12043	116	29	quantity	quantity	NOUN
american_scientific_journal-12043	116	30	of	of	ADP
american_scientific_journal-12043	116	31	energy	energy	NOUN
american_scientific_journal-12043	116	32	exchanged	exchange	VERB
american_scientific_journal-12043	116	33	[	[	PUNCT
american_scientific_journal-12043	116	34	11	11	NUM
american_scientific_journal-12043	116	35	]	]	PUNCT
american_scientific_journal-12043	116	36	.	.	PUNCT
american_scientific_journal-12043	117	1	more	more	ADV
american_scientific_journal-12043	117	2	so	so	ADV
american_scientific_journal-12043	117	3	,	,	PUNCT
american_scientific_journal-12043	117	4	smart	smart	ADJ
american_scientific_journal-12043	117	5	contracts	contract	NOUN
american_scientific_journal-12043	117	6	being	be	AUX
american_scientific_journal-12043	117	7	self	self	NOUN
american_scientific_journal-12043	117	8	-	-	PUNCT
american_scientific_journal-12043	117	9	executing	execute	VERB
american_scientific_journal-12043	117	10	agreements	agreement	NOUN
american_scientific_journal-12043	117	11	written	write	VERB
american_scientific_journal-12043	117	12	on	on	ADP
american_scientific_journal-12043	117	13	the	the	DET
american_scientific_journal-12043	117	14	blockchain	blockchain	PROPN
american_scientific_journal-12043	117	15	verify	verify	VERB
american_scientific_journal-12043	117	16	every	every	DET
american_scientific_journal-12043	117	17	energy	energy	NOUN
american_scientific_journal-12043	117	18	trade	trade	NOUN
american_scientific_journal-12043	117	19	and	and	CCONJ
american_scientific_journal-12043	117	20	automatically	automatically	ADV
american_scientific_journal-12043	117	21	settle	settle	VERB
american_scientific_journal-12043	117	22	payments	payment	NOUN
american_scientific_journal-12043	117	23	when	when	SCONJ
american_scientific_journal-12043	117	24	certain	certain	ADJ
american_scientific_journal-12043	117	25	criteria	criterion	NOUN
american_scientific_journal-12043	117	26	are	be	AUX
american_scientific_journal-12043	117	27	satisfied	satisfied	ADJ
american_scientific_journal-12043	117	28	[	[	X
american_scientific_journal-12043	117	29	12	12	NUM
american_scientific_journal-12043	117	30	]	]	PUNCT
american_scientific_journal-12043	117	31	.	.	PUNCT
american_scientific_journal-12043	118	1	this	this	PRON
american_scientific_journal-12043	118	2	guarantees	guarantee	VERB
american_scientific_journal-12043	118	3	that	that	SCONJ
american_scientific_journal-12043	118	4	trades	trade	NOUN
american_scientific_journal-12043	118	5	are	be	AUX
american_scientific_journal-12043	118	6	carried	carry	VERB
american_scientific_journal-12043	118	7	out	out	ADP
american_scientific_journal-12043	118	8	fairly	fairly	ADV
american_scientific_journal-12043	118	9	and	and	CCONJ
american_scientific_journal-12043	118	10	transparently	transparently	ADV
american_scientific_journal-12043	118	11	,	,	PUNCT
american_scientific_journal-12043	118	12	does	do	VERB
american_scientific_journal-12043	118	13	away	away	ADV
american_scientific_journal-12043	118	14	with	with	ADP
american_scientific_journal-12043	118	15	the	the	DET
american_scientific_journal-12043	118	16	need	need	NOUN
american_scientific_journal-12043	118	17	for	for	ADP
american_scientific_journal-12043	118	18	middlemen	middleman	NOUN
american_scientific_journal-12043	118	19	,	,	PUNCT
american_scientific_journal-12043	118	20	and	and	CCONJ
american_scientific_journal-12043	118	21	lowers	lower	VERB
american_scientific_journal-12043	118	22	transaction	transaction	NOUN
american_scientific_journal-12043	118	23	costs	cost	NOUN
american_scientific_journal-12043	118	24	.	.	PUNCT
american_scientific_journal-12043	119	1	4.5	4.5	NUM
american_scientific_journal-12043	119	2	smart	smart	ADJ
american_scientific_journal-12043	119	3	contracts	contract	NOUN
american_scientific_journal-12043	119	4	and	and	CCONJ
american_scientific_journal-12043	119	5	automation	automation	NOUN
american_scientific_journal-12043	119	6	in	in	ADP
american_scientific_journal-12043	119	7	energy	energy	NOUN
american_scientific_journal-12043	119	8	trading	trading	NOUN
american_scientific_journal-12043	119	9	as	as	ADP
american_scientific_journal-12043	119	10	renewable	renewable	ADJ
american_scientific_journal-12043	119	11	energy	energy	NOUN
american_scientific_journal-12043	119	12	sources	source	NOUN
american_scientific_journal-12043	119	13	like	like	ADP
american_scientific_journal-12043	119	14	solar	solar	ADJ
american_scientific_journal-12043	119	15	,	,	PUNCT
american_scientific_journal-12043	119	16	wind	wind	NOUN
american_scientific_journal-12043	119	17	,	,	PUNCT
american_scientific_journal-12043	119	18	and	and	CCONJ
american_scientific_journal-12043	119	19	bioenergy	bioenergy	NOUN
american_scientific_journal-12043	119	20	gain	gain	NOUN
american_scientific_journal-12043	119	21	prominence	prominence	NOUN
american_scientific_journal-12043	119	22	inside	inside	ADP
american_scientific_journal-12043	119	23	electrical	electrical	ADJ
american_scientific_journal-12043	119	24	grids	grid	NOUN
american_scientific_journal-12043	119	25	,	,	PUNCT
american_scientific_journal-12043	119	26	the	the	DET
american_scientific_journal-12043	119	27	necessity	necessity	NOUN
american_scientific_journal-12043	119	28	for	for	ADP
american_scientific_journal-12043	119	29	localized	localized	ADJ
american_scientific_journal-12043	119	30	resource	resource	NOUN
american_scientific_journal-12043	119	31	management	management	NOUN
american_scientific_journal-12043	119	32	intensifies	intensifie	NOUN
american_scientific_journal-12043	119	33	.	.	PUNCT
american_scientific_journal-12043	120	1	it	it	PRON
american_scientific_journal-12043	120	2	suggests	suggest	VERB
american_scientific_journal-12043	120	3	,	,	PUNCT
american_scientific_journal-12043	120	4	however	however	ADV
american_scientific_journal-12043	120	5	,	,	PUNCT
american_scientific_journal-12043	120	6	taking	take	VERB
american_scientific_journal-12043	120	7	into	into	ADP
american_scientific_journal-12043	120	8	account	account	NOUN
american_scientific_journal-12043	120	9	issues	issue	NOUN
american_scientific_journal-12043	120	10	such	such	ADJ
american_scientific_journal-12043	120	11	as	as	ADP
american_scientific_journal-12043	120	12	grid	grid	NOUN
american_scientific_journal-12043	120	13	condition	condition	NOUN
american_scientific_journal-12043	120	14	,	,	PUNCT
american_scientific_journal-12043	120	15	resource	resource	NOUN
american_scientific_journal-12043	120	16	availability	availability	NOUN
american_scientific_journal-12043	120	17	,	,	PUNCT
american_scientific_journal-12043	120	18	and	and	CCONJ
american_scientific_journal-12043	120	19	the	the	DET
american_scientific_journal-12043	120	20	ownership	ownership	NOUN
american_scientific_journal-12043	120	21	of	of	ADP
american_scientific_journal-12043	120	22	various	various	ADJ
american_scientific_journal-12043	120	23	resources	resource	NOUN
american_scientific_journal-12043	120	24	by	by	ADP
american_scientific_journal-12043	120	25	distinct	distinct	ADJ
american_scientific_journal-12043	120	26	entities	entity	NOUN
american_scientific_journal-12043	120	27	(	(	PUNCT
american_scientific_journal-12043	120	28	typically	typically	ADV
american_scientific_journal-12043	120	29	prosumers	prosumer	NOUN
american_scientific_journal-12043	120	30	)	)	PUNCT
american_scientific_journal-12043	120	31	.	.	PUNCT
american_scientific_journal-12043	121	1	local	local	ADJ
american_scientific_journal-12043	121	2	conditions	condition	NOUN
american_scientific_journal-12043	121	3	,	,	PUNCT
american_scientific_journal-12043	121	4	including	include	VERB
american_scientific_journal-12043	121	5	voltage	voltage	NOUN
american_scientific_journal-12043	121	6	profiles	profile	NOUN
american_scientific_journal-12043	121	7	and	and	CCONJ
american_scientific_journal-12043	121	8	loading	loading	NOUN
american_scientific_journal-12043	121	9	capacities	capacity	NOUN
american_scientific_journal-12043	121	10	,	,	PUNCT
american_scientific_journal-12043	121	11	must	must	AUX
american_scientific_journal-12043	121	12	be	be	AUX
american_scientific_journal-12043	121	13	taken	take	VERB
american_scientific_journal-12043	121	14	into	into	ADP
american_scientific_journal-12043	121	15	account	account	NOUN
american_scientific_journal-12043	121	16	to	to	PART
american_scientific_journal-12043	121	17	guarantee	guarantee	VERB
american_scientific_journal-12043	121	18	efficient	efficient	ADJ
american_scientific_journal-12043	121	19	management	management	NOUN
american_scientific_journal-12043	121	20	[	[	X
american_scientific_journal-12043	121	21	13	13	NUM
american_scientific_journal-12043	121	22	]	]	PUNCT
american_scientific_journal-12043	121	23	.	.	PUNCT
american_scientific_journal-12043	122	1	the	the	DET
american_scientific_journal-12043	122	2	proactive	proactive	ADJ
american_scientific_journal-12043	122	3	management	management	NOUN
american_scientific_journal-12043	122	4	of	of	ADP
american_scientific_journal-12043	122	5	local	local	ADJ
american_scientific_journal-12043	122	6	resources	resource	NOUN
american_scientific_journal-12043	122	7	,	,	PUNCT
american_scientific_journal-12043	122	8	encompassing	encompass	VERB
american_scientific_journal-12043	122	9	the	the	DET
american_scientific_journal-12043	122	10	use	use	NOUN
american_scientific_journal-12043	122	11	of	of	ADP
american_scientific_journal-12043	122	12	locally	locally	ADV
american_scientific_journal-12043	122	13	generated	generate	VERB
american_scientific_journal-12043	122	14	electricity	electricity	NOUN
american_scientific_journal-12043	122	15	,	,	PUNCT
american_scientific_journal-12043	122	16	alleviates	alleviate	VERB
american_scientific_journal-12043	122	17	renewable	renewable	ADJ
american_scientific_journal-12043	122	18	variability	variability	NOUN
american_scientific_journal-12043	122	19	and	and	CCONJ
american_scientific_journal-12043	122	20	consumption	consumption	NOUN
american_scientific_journal-12043	122	21	unpredictability	unpredictability	NOUN
american_scientific_journal-12043	122	22	,	,	PUNCT
american_scientific_journal-12043	122	23	hence	hence	ADV
american_scientific_journal-12043	122	24	enhancing	enhance	VERB
american_scientific_journal-12043	122	25	the	the	DET
american_scientific_journal-12043	122	26	integration	integration	NOUN
american_scientific_journal-12043	122	27	of	of	ADP
american_scientific_journal-12043	122	28	renewable	renewable	ADJ
american_scientific_journal-12043	122	29	sources	source	NOUN
american_scientific_journal-12043	122	30	.	.	PUNCT
american_scientific_journal-12043	123	1	energy	energy	NOUN
american_scientific_journal-12043	123	2	exchanges	exchange	NOUN
american_scientific_journal-12043	123	3	can	can	AUX
american_scientific_journal-12043	123	4	enhance	enhance	VERB
american_scientific_journal-12043	123	5	and	and	CCONJ
american_scientific_journal-12043	123	6	refine	refine	VERB
american_scientific_journal-12043	123	7	the	the	DET
american_scientific_journal-12043	123	8	management	management	NOUN
american_scientific_journal-12043	123	9	of	of	ADP
american_scientific_journal-12043	123	10	local	local	ADJ
american_scientific_journal-12043	123	11	resources	resource	NOUN
american_scientific_journal-12043	123	12	.	.	PUNCT
american_scientific_journal-12043	124	1	the	the	DET
american_scientific_journal-12043	124	2	inquiry	inquiry	NOUN
american_scientific_journal-12043	124	3	pertains	pertain	VERB
american_scientific_journal-12043	124	4	to	to	ADP
american_scientific_journal-12043	124	5	the	the	DET
american_scientific_journal-12043	124	6	facilitation	facilitation	NOUN
american_scientific_journal-12043	124	7	of	of	ADP
american_scientific_journal-12043	124	8	local	local	ADJ
american_scientific_journal-12043	124	9	energy	energy	NOUN
american_scientific_journal-12043	124	10	transactions	transaction	NOUN
american_scientific_journal-12043	124	11	among	among	ADP
american_scientific_journal-12043	124	12	prosumers	prosumer	NOUN
american_scientific_journal-12043	124	13	in	in	ADP
american_scientific_journal-12043	124	14	a	a	DET
american_scientific_journal-12043	124	15	decentralized	decentralize	VERB
american_scientific_journal-12043	124	16	and	and	CCONJ
american_scientific_journal-12043	124	17	dispersed	disperse	VERB
american_scientific_journal-12043	124	18	way	way	NOUN
american_scientific_journal-12043	124	19	,	,	PUNCT
american_scientific_journal-12043	124	20	hence	hence	ADV
american_scientific_journal-12043	124	21	empowering	empower	VERB
american_scientific_journal-12043	124	22	local	local	ADJ
american_scientific_journal-12043	124	23	communities	community	NOUN
american_scientific_journal-12043	124	24	.	.	PUNCT
american_scientific_journal-12043	125	1	this	this	PRON
american_scientific_journal-12043	125	2	is	be	AUX
american_scientific_journal-12043	125	3	where	where	SCONJ
american_scientific_journal-12043	125	4	blockchain	blockchain	PROPN
american_scientific_journal-12043	125	5	technology	technology	NOUN
american_scientific_journal-12043	125	6	excels	excel	VERB
american_scientific_journal-12043	125	7	.	.	PUNCT
american_scientific_journal-12043	126	1	the	the	DET
american_scientific_journal-12043	126	2	capacity	capacity	NOUN
american_scientific_journal-12043	126	3	to	to	PART
american_scientific_journal-12043	126	4	enhance	enhance	VERB
american_scientific_journal-12043	126	5	decentralized	decentralize	VERB
american_scientific_journal-12043	126	6	energy	energy	NOUN
american_scientific_journal-12043	126	7	management	management	NOUN
american_scientific_journal-12043	126	8	presents	present	VERB
american_scientific_journal-12043	126	9	a	a	DET
american_scientific_journal-12043	126	10	promising	promising	ADJ
american_scientific_journal-12043	126	11	future	future	NOUN
american_scientific_journal-12043	126	12	for	for	ADP
american_scientific_journal-12043	126	13	empowering	empower	VERB
american_scientific_journal-12043	126	14	consumers	consumer	NOUN
american_scientific_journal-12043	126	15	and	and	CCONJ
american_scientific_journal-12043	126	16	prosumers	prosumer	NOUN
american_scientific_journal-12043	126	17	,	,	PUNCT
american_scientific_journal-12043	126	18	as	as	ADV
american_scientific_journal-12043	126	19	well	well	ADV
american_scientific_journal-12043	126	20	as	as	ADP
american_scientific_journal-12043	126	21	local	local	ADJ
american_scientific_journal-12043	126	22	communities	community	NOUN
american_scientific_journal-12043	126	23	,	,	PUNCT
american_scientific_journal-12043	126	24	to	to	PART
american_scientific_journal-12043	126	25	engage	engage	VERB
american_scientific_journal-12043	126	26	actively	actively	ADV
american_scientific_journal-12043	126	27	in	in	ADP
american_scientific_journal-12043	126	28	the	the	DET
american_scientific_journal-12043	126	29	energy	energy	NOUN
american_scientific_journal-12043	126	30	revolution	revolution	NOUN
american_scientific_journal-12043	126	31	.	.	PUNCT
american_scientific_journal-12043	127	1	this	this	DET
american_scientific_journal-12043	127	2	research	research	NOUN
american_scientific_journal-12043	127	3	emphasizes	emphasize	VERB
american_scientific_journal-12043	127	4	a	a	DET
american_scientific_journal-12043	127	5	crucial	crucial	ADJ
american_scientific_journal-12043	127	6	aspect	aspect	NOUN
american_scientific_journal-12043	127	7	and	and	CCONJ
american_scientific_journal-12043	127	8	represents	represent	VERB
american_scientific_journal-12043	127	9	a	a	DET
american_scientific_journal-12043	127	10	notable	notable	ADJ
american_scientific_journal-12043	127	11	progression	progression	NOUN
american_scientific_journal-12043	127	12	in	in	ADP
american_scientific_journal-12043	127	13	energy	energy	NOUN
american_scientific_journal-12043	127	14	management	management	NOUN
american_scientific_journal-12043	127	15	,	,	PUNCT
american_scientific_journal-12043	127	16	motivating	motivate	VERB
american_scientific_journal-12043	127	17	us	we	PRON
american_scientific_journal-12043	127	18	to	to	PART
american_scientific_journal-12043	127	19	investigate	investigate	VERB
american_scientific_journal-12043	127	20	the	the	DET
american_scientific_journal-12043	127	21	complete	complete	ADJ
american_scientific_journal-12043	127	22	capabilities	capability	NOUN
american_scientific_journal-12043	127	23	of	of	ADP
american_scientific_journal-12043	127	24	blockchain	blockchain	PROPN
american_scientific_journal-12043	127	25	technology	technology	PROPN
american_scientific_journal-12043	127	26	.	.	PUNCT
american_scientific_journal-12043	128	1	blockchain	blockchain	PROPN
american_scientific_journal-12043	128	2	is	be	AUX
american_scientific_journal-12043	128	3	a	a	DET
american_scientific_journal-12043	128	4	decentralized	decentralized	ADJ
american_scientific_journal-12043	128	5	system	system	NOUN
american_scientific_journal-12043	128	6	for	for	ADP
american_scientific_journal-12043	128	7	transactions	transaction	NOUN
american_scientific_journal-12043	128	8	among	among	ADP
american_scientific_journal-12043	128	9	peers	peer	NOUN
american_scientific_journal-12043	128	10	organized	organize	VERB
american_scientific_journal-12043	128	11	into	into	ADP
american_scientific_journal-12043	128	12	blocks	block	NOUN
american_scientific_journal-12043	128	13	.	.	PUNCT
american_scientific_journal-12043	129	1	the	the	DET
american_scientific_journal-12043	129	2	blocks	block	NOUN
american_scientific_journal-12043	129	3	are	be	AUX
american_scientific_journal-12043	129	4	linked	link	VERB
american_scientific_journal-12043	129	5	,	,	PUNCT
american_scientific_journal-12043	129	6	following	follow	VERB
american_scientific_journal-12043	129	7	validation	validation	NOUN
american_scientific_journal-12043	129	8	,	,	PUNCT
american_scientific_journal-12043	129	9	via	via	ADP
american_scientific_journal-12043	129	10	a	a	DET
american_scientific_journal-12043	129	11	consensus	consensus	NOUN
american_scientific_journal-12043	129	12	procedure	procedure	NOUN
american_scientific_journal-12043	129	13	,	,	PUNCT
american_scientific_journal-12043	129	14	so	so	ADV
american_scientific_journal-12043	129	15	becoming	become	VERB
american_scientific_journal-12043	129	16	the	the	DET
american_scientific_journal-12043	129	17	blockchain	blockchain	NOUN
american_scientific_journal-12043	129	18	.	.	PUNCT
american_scientific_journal-12043	130	1	all	all	DET
american_scientific_journal-12043	130	2	information	information	NOUN
american_scientific_journal-12043	130	3	is	be	AUX
american_scientific_journal-12043	130	4	documented	document	VERB
american_scientific_journal-12043	130	5	utilizing	utilize	VERB
american_scientific_journal-12043	130	6	encryption	encryption	NOUN
american_scientific_journal-12043	130	7	,	,	PUNCT
american_scientific_journal-12043	130	8	encompassing	encompass	VERB
american_scientific_journal-12043	130	9	date	date	NOUN
american_scientific_journal-12043	130	10	and	and	CCONJ
american_scientific_journal-12043	130	11	time	time	NOUN
american_scientific_journal-12043	130	12	,	,	PUNCT
american_scientific_journal-12043	130	13	and	and	CCONJ
american_scientific_journal-12043	130	14	all	all	DET
american_scientific_journal-12043	130	15	blockchain	blockchain	PROPN
american_scientific_journal-12043	130	16	participants	participant	NOUN
american_scientific_journal-12043	130	17	retain	retain	VERB
american_scientific_journal-12043	130	18	a	a	DET
american_scientific_journal-12043	130	19	copy	copy	NOUN
american_scientific_journal-12043	130	20	of	of	ADP
american_scientific_journal-12043	130	21	the	the	DET
american_scientific_journal-12043	130	22	documented	document	VERB
american_scientific_journal-12043	130	23	data	datum	NOUN
american_scientific_journal-12043	130	24	.	.	PUNCT
american_scientific_journal-12043	131	1	these	these	DET
american_scientific_journal-12043	131	2	attributes	attribute	NOUN
american_scientific_journal-12043	131	3	render	render	VERB
american_scientific_journal-12043	131	4	the	the	DET
american_scientific_journal-12043	131	5	blockchain	blockchain	PROPN
american_scientific_journal-12043	131	6	virtually	virtually	ADV
american_scientific_journal-12043	131	7	immutable	immutable	ADJ
american_scientific_journal-12043	131	8	,	,	PUNCT
american_scientific_journal-12043	131	9	transparent	transparent	ADJ
american_scientific_journal-12043	131	10	,	,	PUNCT
american_scientific_journal-12043	131	11	and	and	CCONJ
american_scientific_journal-12043	131	12	auditable	auditable	ADJ
american_scientific_journal-12043	131	13	.	.	PUNCT
american_scientific_journal-12043	132	1	the	the	DET
american_scientific_journal-12043	132	2	advancement	advancement	NOUN
american_scientific_journal-12043	132	3	of	of	ADP
american_scientific_journal-12043	132	4	blockchains	blockchain	NOUN
american_scientific_journal-12043	132	5	has	have	AUX
american_scientific_journal-12043	132	6	facilitated	facilitate	VERB
american_scientific_journal-12043	132	7	the	the	DET
american_scientific_journal-12043	132	8	storage	storage	NOUN
american_scientific_journal-12043	132	9	and	and	CCONJ
american_scientific_journal-12043	132	10	execution	execution	NOUN
american_scientific_journal-12043	132	11	of	of	ADP
american_scientific_journal-12043	132	12	smart	smart	ADJ
american_scientific_journal-12043	132	13	contracts	contract	NOUN
american_scientific_journal-12043	132	14	.	.	PUNCT
american_scientific_journal-12043	133	1	a	a	DET
american_scientific_journal-12043	133	2	smart	smart	ADJ
american_scientific_journal-12043	133	3	contract	contract	NOUN
american_scientific_journal-12043	133	4	is	be	AUX
american_scientific_journal-12043	133	5	a	a	DET
american_scientific_journal-12043	133	6	collection	collection	NOUN
american_scientific_journal-12043	133	7	of	of	ADP
american_scientific_journal-12043	133	8	directives	directive	NOUN
american_scientific_journal-12043	133	9	recorded	record	VERB
american_scientific_journal-12043	133	10	and	and	CCONJ
american_scientific_journal-12043	133	11	executed	execute	VERB
american_scientific_journal-12043	133	12	on	on	ADP
american_scientific_journal-12043	133	13	the	the	DET
american_scientific_journal-12043	133	14	blockchain	blockchain	NOUN
american_scientific_journal-12043	133	15	,	,	PUNCT
american_scientific_journal-12043	133	16	facilitating	facilitate	VERB
american_scientific_journal-12043	133	17	decentralized	decentralize	VERB
american_scientific_journal-12043	133	18	operations	operation	NOUN
american_scientific_journal-12043	133	19	.	.	PUNCT
american_scientific_journal-12043	134	1	the	the	DET
american_scientific_journal-12043	134	2	smart	smart	ADJ
american_scientific_journal-12043	134	3	contract	contract	NOUN
american_scientific_journal-12043	134	4	documents	document	NOUN
american_scientific_journal-12043	134	5	conditions	condition	NOUN
american_scientific_journal-12043	134	6	,	,	PUNCT
american_scientific_journal-12043	134	7	events	event	NOUN
american_scientific_journal-12043	134	8	,	,	PUNCT
american_scientific_journal-12043	134	9	intended	intend	VERB
american_scientific_journal-12043	134	10	values	value	NOUN
american_scientific_journal-12043	134	11	,	,	PUNCT
american_scientific_journal-12043	134	12	dates	date	NOUN
american_scientific_journal-12043	134	13	,	,	PUNCT
american_scientific_journal-12043	134	14	and	and	CCONJ
american_scientific_journal-12043	134	15	transaction	transaction	NOUN
american_scientific_journal-12043	134	16	details	detail	NOUN
american_scientific_journal-12043	134	17	.	.	PUNCT
american_scientific_journal-12043	135	1	a	a	DET
american_scientific_journal-12043	135	2	smart	smart	ADJ
american_scientific_journal-12043	135	3	contract	contract	NOUN
american_scientific_journal-12043	135	4	's	's	PART
american_scientific_journal-12043	135	5	principal	principal	ADJ
american_scientific_journal-12043	135	6	feature	feature	NOUN
american_scientific_journal-12043	135	7	is	be	AUX
american_scientific_journal-12043	135	8	its	its	PRON
american_scientific_journal-12043	135	9	automatic	automatic	ADJ
american_scientific_journal-12043	135	10	execution	execution	NOUN
american_scientific_journal-12043	135	11	upon	upon	SCONJ
american_scientific_journal-12043	135	12	the	the	DET
american_scientific_journal-12043	135	13	fulfillment	fulfillment	NOUN
american_scientific_journal-12043	135	14	of	of	ADP
american_scientific_journal-12043	135	15	a	a	DET
american_scientific_journal-12043	135	16	certain	certain	ADJ
american_scientific_journal-12043	135	17	condition	condition	NOUN
american_scientific_journal-12043	135	18	or	or	CCONJ
american_scientific_journal-12043	135	19	the	the	DET
american_scientific_journal-12043	135	20	occurrence	occurrence	NOUN
american_scientific_journal-12043	135	21	of	of	ADP
american_scientific_journal-12043	135	22	an	an	DET
american_scientific_journal-12043	135	23	event	event	NOUN
american_scientific_journal-12043	135	24	[	[	X
american_scientific_journal-12043	135	25	14	14	NUM
american_scientific_journal-12043	135	26	]	]	PUNCT
american_scientific_journal-12043	135	27	.	.	PUNCT
american_scientific_journal-12043	136	1	american	american	ADJ
american_scientific_journal-12043	136	2	academic	academic	ADJ
american_scientific_journal-12043	136	3	scientific	scientific	ADJ
american_scientific_journal-12043	136	4	research	research	NOUN
american_scientific_journal-12043	136	5	journal	journal	NOUN
american_scientific_journal-12043	136	6	for	for	ADP
american_scientific_journal-12043	136	7	engineering	engineering	NOUN
american_scientific_journal-12043	136	8	,	,	PUNCT
american_scientific_journal-12043	136	9	technology	technology	NOUN
american_scientific_journal-12043	136	10	,	,	PUNCT
american_scientific_journal-12043	136	11	and	and	CCONJ
american_scientific_journal-12043	136	12	sciences	science	NOUN
american_scientific_journal-12043	136	13	(	(	PUNCT
american_scientific_journal-12043	136	14	asrjets	asrjet	NOUN
american_scientific_journal-12043	136	15	)	)	PUNCT
american_scientific_journal-12043	136	16	volume	volume	NOUN
american_scientific_journal-12043	136	17	103	103	NUM
american_scientific_journal-12043	136	18	,	,	PUNCT
american_scientific_journal-12043	136	19	no	no	DET
american_scientific_journal-12043	136	20	1	1	NUM
american_scientific_journal-12043	136	21	,	,	PUNCT
american_scientific_journal-12043	136	22	pp	pp	ADV
american_scientific_journal-12043	136	23	195	195	NUM
american_scientific_journal-12043	136	24	-	-	SYM
american_scientific_journal-12043	136	25	205	205	NUM
american_scientific_journal-12043	136	26	202	202	NUM
american_scientific_journal-12043	136	27	technologies	technology	NOUN
american_scientific_journal-12043	136	28	like	like	ADP
american_scientific_journal-12043	136	29	blockchain	blockchain	PROPN
american_scientific_journal-12043	136	30	and	and	CCONJ
american_scientific_journal-12043	136	31	smart	smart	ADJ
american_scientific_journal-12043	136	32	contracts	contract	NOUN
american_scientific_journal-12043	136	33	are	be	AUX
american_scientific_journal-12043	136	34	exceptionally	exceptionally	ADV
american_scientific_journal-12043	136	35	suitable	suitable	ADJ
american_scientific_journal-12043	136	36	for	for	ADP
american_scientific_journal-12043	136	37	situations	situation	NOUN
american_scientific_journal-12043	136	38	involving	involve	VERB
american_scientific_journal-12043	136	39	several	several	ADJ
american_scientific_journal-12043	136	40	micro	micro	ADJ
american_scientific_journal-12043	136	41	transactions	transaction	NOUN
american_scientific_journal-12043	136	42	over	over	ADP
american_scientific_journal-12043	136	43	brief	brief	ADJ
american_scientific_journal-12043	136	44	periods	period	NOUN
american_scientific_journal-12043	136	45	,	,	PUNCT
american_scientific_journal-12043	136	46	rendering	render	VERB
american_scientific_journal-12043	136	47	them	they	PRON
american_scientific_journal-12043	136	48	highly	highly	ADV
american_scientific_journal-12043	136	49	appealing	appealing	ADJ
american_scientific_journal-12043	136	50	for	for	ADP
american_scientific_journal-12043	136	51	local	local	ADJ
american_scientific_journal-12043	136	52	energy	energy	NOUN
american_scientific_journal-12043	136	53	trade	trade	NOUN
american_scientific_journal-12043	136	54	contexts	contexts	NOUN
american_scientific_journal-12043	136	55	.	.	PUNCT
american_scientific_journal-12043	137	1	the	the	DET
american_scientific_journal-12043	137	2	majority	majority	NOUN
american_scientific_journal-12043	137	3	of	of	ADP
american_scientific_journal-12043	137	4	these	these	DET
american_scientific_journal-12043	137	5	transactions	transaction	NOUN
american_scientific_journal-12043	137	6	occur	occur	VERB
american_scientific_journal-12043	137	7	between	between	ADP
american_scientific_journal-12043	137	8	two	two	NUM
american_scientific_journal-12043	137	9	counterparts	counterpart	NOUN
american_scientific_journal-12043	137	10	.	.	PUNCT
american_scientific_journal-12043	138	1	in	in	ADP
american_scientific_journal-12043	138	2	practice	practice	NOUN
american_scientific_journal-12043	138	3	,	,	PUNCT
american_scientific_journal-12043	138	4	numerous	numerous	ADJ
american_scientific_journal-12043	138	5	pairs	pair	NOUN
american_scientific_journal-12043	138	6	may	may	AUX
american_scientific_journal-12043	138	7	choose	choose	VERB
american_scientific_journal-12043	138	8	to	to	PART
american_scientific_journal-12043	138	9	engage	engage	VERB
american_scientific_journal-12043	138	10	in	in	ADP
american_scientific_journal-12043	138	11	transactions	transaction	NOUN
american_scientific_journal-12043	138	12	,	,	PUNCT
american_scientific_journal-12043	138	13	leading	lead	VERB
american_scientific_journal-12043	138	14	to	to	ADP
american_scientific_journal-12043	138	15	multiple	multiple	ADJ
american_scientific_journal-12043	138	16	pairs	pair	NOUN
american_scientific_journal-12043	138	17	transacting	transact	VERB
american_scientific_journal-12043	138	18	with	with	ADP
american_scientific_journal-12043	138	19	one	one	NUM
american_scientific_journal-12043	138	20	or	or	CCONJ
american_scientific_journal-12043	138	21	more	more	ADJ
american_scientific_journal-12043	138	22	counterparts	counterpart	NOUN
american_scientific_journal-12043	138	23	to	to	PART
american_scientific_journal-12043	138	24	fulfill	fulfill	VERB
american_scientific_journal-12043	138	25	their	their	PRON
american_scientific_journal-12043	138	26	energy	energy	NOUN
american_scientific_journal-12043	138	27	requirements	requirement	NOUN
american_scientific_journal-12043	138	28	.	.	PUNCT
american_scientific_journal-12043	139	1	consequently	consequently	ADV
american_scientific_journal-12043	139	2	,	,	PUNCT
american_scientific_journal-12043	139	3	it	it	PRON
american_scientific_journal-12043	139	4	is	be	AUX
american_scientific_journal-12043	139	5	essential	essential	ADJ
american_scientific_journal-12043	139	6	to	to	PART
american_scientific_journal-12043	139	7	examine	examine	VERB
american_scientific_journal-12043	139	8	the	the	DET
american_scientific_journal-12043	139	9	progress	progress	NOUN
american_scientific_journal-12043	139	10	achieved	achieve	VERB
american_scientific_journal-12043	139	11	in	in	ADP
american_scientific_journal-12043	139	12	recent	recent	ADJ
american_scientific_journal-12043	139	13	years	year	NOUN
american_scientific_journal-12043	139	14	,	,	PUNCT
american_scientific_journal-12043	139	15	specifically	specifically	ADV
american_scientific_journal-12043	139	16	regarding	regard	VERB
american_scientific_journal-12043	139	17	the	the	DET
american_scientific_journal-12043	139	18	capabilities	capability	NOUN
american_scientific_journal-12043	139	19	of	of	ADP
american_scientific_journal-12043	139	20	smart	smart	ADJ
american_scientific_journal-12043	139	21	contracts	contract	NOUN
american_scientific_journal-12043	139	22	.	.	PUNCT
american_scientific_journal-12043	140	1	the	the	DET
american_scientific_journal-12043	140	2	review	review	NOUN
american_scientific_journal-12043	140	3	articles	article	NOUN
american_scientific_journal-12043	140	4	examined	examine	VERB
american_scientific_journal-12043	140	5	in	in	ADP
american_scientific_journal-12043	140	6	this	this	DET
american_scientific_journal-12043	140	7	study	study	NOUN
american_scientific_journal-12043	140	8	demonstrate	demonstrate	VERB
american_scientific_journal-12043	140	9	diverse	diverse	ADJ
american_scientific_journal-12043	140	10	analytical	analytical	ADJ
american_scientific_journal-12043	140	11	focusses	focusse	NOUN
american_scientific_journal-12043	140	12	,	,	PUNCT
american_scientific_journal-12043	140	13	encompassing	encompass	VERB
american_scientific_journal-12043	140	14	blockchain	blockchain	NOUN
american_scientific_journal-12043	140	15	applications	application	NOUN
american_scientific_journal-12043	140	16	in	in	ADP
american_scientific_journal-12043	140	17	smart	smart	ADJ
american_scientific_journal-12043	140	18	grids	grid	NOUN
american_scientific_journal-12043	140	19	,	,	PUNCT
american_scientific_journal-12043	140	20	energy	energy	NOUN
american_scientific_journal-12043	140	21	management	management	NOUN
american_scientific_journal-12043	140	22	,	,	PUNCT
american_scientific_journal-12043	140	23	investment	investment	NOUN
american_scientific_journal-12043	140	24	platforms	platform	NOUN
american_scientific_journal-12043	140	25	,	,	PUNCT
american_scientific_journal-12043	140	26	and	and	CCONJ
american_scientific_journal-12043	140	27	security	security	NOUN
american_scientific_journal-12043	140	28	concerns	concern	NOUN
american_scientific_journal-12043	140	29	.	.	PUNCT
american_scientific_journal-12043	141	1	furthermore	furthermore	ADV
american_scientific_journal-12043	141	2	,	,	PUNCT
american_scientific_journal-12043	141	3	concerns	concern	NOUN
american_scientific_journal-12043	141	4	regarding	regard	VERB
american_scientific_journal-12043	141	5	transparency	transparency	NOUN
american_scientific_journal-12043	141	6	,	,	PUNCT
american_scientific_journal-12043	141	7	the	the	DET
american_scientific_journal-12043	141	8	examination	examination	NOUN
american_scientific_journal-12043	141	9	of	of	ADP
american_scientific_journal-12043	141	10	decentralization	decentralization	NOUN
american_scientific_journal-12043	141	11	,	,	PUNCT
american_scientific_journal-12043	141	12	scalability	scalability	NOUN
american_scientific_journal-12043	141	13	,	,	PUNCT
american_scientific_journal-12043	141	14	and	and	CCONJ
american_scientific_journal-12043	141	15	reliability	reliability	NOUN
american_scientific_journal-12043	141	16	.	.	PUNCT
american_scientific_journal-12043	142	1	certain	certain	ADJ
american_scientific_journal-12043	142	2	assessments	assessment	NOUN
american_scientific_journal-12043	142	3	examine	examine	VERB
american_scientific_journal-12043	142	4	the	the	DET
american_scientific_journal-12043	142	5	application	application	NOUN
american_scientific_journal-12043	142	6	of	of	ADP
american_scientific_journal-12043	142	7	smart	smart	ADJ
american_scientific_journal-12043	142	8	contracts	contract	NOUN
american_scientific_journal-12043	142	9	in	in	ADP
american_scientific_journal-12043	142	10	transactions	transaction	NOUN
american_scientific_journal-12043	142	11	,	,	PUNCT
american_scientific_journal-12043	142	12	encompassing	encompass	VERB
american_scientific_journal-12043	142	13	its	its	PRON
american_scientific_journal-12043	142	14	merits	merit	NOUN
american_scientific_journal-12043	142	15	and	and	CCONJ
american_scientific_journal-12043	142	16	drawbacks	drawback	NOUN
american_scientific_journal-12043	142	17	,	,	PUNCT
american_scientific_journal-12043	142	18	along	along	ADP
american_scientific_journal-12043	142	19	with	with	ADP
american_scientific_journal-12043	142	20	their	their	PRON
american_scientific_journal-12043	142	21	advantages	advantage	NOUN
american_scientific_journal-12043	142	22	and	and	CCONJ
american_scientific_journal-12043	142	23	constraints	constraint	NOUN
american_scientific_journal-12043	142	24	.	.	PUNCT
american_scientific_journal-12043	143	1	notwithstanding	notwithstanding	ADP
american_scientific_journal-12043	143	2	the	the	DET
american_scientific_journal-12043	143	3	swift	swift	ADJ
american_scientific_journal-12043	143	4	proliferation	proliferation	NOUN
american_scientific_journal-12043	143	5	of	of	ADP
american_scientific_journal-12043	143	6	evaluations	evaluation	NOUN
american_scientific_journal-12043	143	7	addressing	address	VERB
american_scientific_journal-12043	143	8	blockchain	blockchain	NOUN
american_scientific_journal-12043	143	9	in	in	ADP
american_scientific_journal-12043	143	10	the	the	DET
american_scientific_journal-12043	143	11	energy	energy	NOUN
american_scientific_journal-12043	143	12	sector	sector	NOUN
american_scientific_journal-12043	143	13	,	,	PUNCT
american_scientific_journal-12043	143	14	to	to	ADP
american_scientific_journal-12043	143	15	the	the	DET
american_scientific_journal-12043	143	16	author	author	NOUN
american_scientific_journal-12043	143	17	's	's	PART
american_scientific_journal-12043	143	18	knowledge	knowledge	NOUN
american_scientific_journal-12043	143	19	,	,	PUNCT
american_scientific_journal-12043	143	20	a	a	DET
american_scientific_journal-12043	143	21	comprehensive	comprehensive	ADJ
american_scientific_journal-12043	143	22	review	review	NOUN
american_scientific_journal-12043	143	23	of	of	ADP
american_scientific_journal-12043	143	24	smart	smart	ADJ
american_scientific_journal-12043	143	25	contract	contract	NOUN
american_scientific_journal-12043	143	26	features	feature	NOUN
american_scientific_journal-12043	143	27	has	have	VERB
american_scientific_journal-12043	143	28	yet	yet	ADV
american_scientific_journal-12043	143	29	to	to	PART
american_scientific_journal-12043	143	30	be	be	AUX
american_scientific_journal-12043	143	31	conducted	conduct	VERB
american_scientific_journal-12043	143	32	[	[	X
american_scientific_journal-12043	143	33	15	15	NUM
american_scientific_journal-12043	143	34	]	]	PUNCT
american_scientific_journal-12043	143	35	.	.	PUNCT
american_scientific_journal-12043	144	1	4.6	4.6	NUM
american_scientific_journal-12043	144	2	.	.	PUNCT
american_scientific_journal-12043	144	3	integration	integration	NOUN
american_scientific_journal-12043	144	4	with	with	ADP
american_scientific_journal-12043	144	5	smart	smart	ADJ
american_scientific_journal-12043	144	6	grids	grid	NOUN
american_scientific_journal-12043	144	7	and	and	CCONJ
american_scientific_journal-12043	144	8	iot	iot	VERB
american_scientific_journal-12043	144	9	the	the	DET
american_scientific_journal-12043	144	10	term	term	NOUN
american_scientific_journal-12043	144	11	"	"	PUNCT
american_scientific_journal-12043	144	12	grid	grid	NOUN
american_scientific_journal-12043	144	13	"	"	PUNCT
american_scientific_journal-12043	144	14	refers	refer	VERB
american_scientific_journal-12043	144	15	to	to	ADP
american_scientific_journal-12043	144	16	the	the	DET
american_scientific_journal-12043	144	17	electrical	electrical	ADJ
american_scientific_journal-12043	144	18	network	network	NOUN
american_scientific_journal-12043	144	19	that	that	PRON
american_scientific_journal-12043	144	20	supplies	supply	VERB
american_scientific_journal-12043	144	21	power	power	NOUN
american_scientific_journal-12043	144	22	to	to	ADP
american_scientific_journal-12043	144	23	all	all	DET
american_scientific_journal-12043	144	24	residents	resident	NOUN
american_scientific_journal-12043	144	25	,	,	PUNCT
american_scientific_journal-12043	144	26	businesses	business	NOUN
american_scientific_journal-12043	144	27	,	,	PUNCT
american_scientific_journal-12043	144	28	and	and	CCONJ
american_scientific_journal-12043	144	29	infrastructural	infrastructural	ADJ
american_scientific_journal-12043	144	30	services	service	NOUN
american_scientific_journal-12043	144	31	within	within	ADP
american_scientific_journal-12043	144	32	a	a	DET
american_scientific_journal-12043	144	33	city	city	NOUN
american_scientific_journal-12043	144	34	.	.	PUNCT
american_scientific_journal-12043	145	1	the	the	DET
american_scientific_journal-12043	145	2	"	"	PUNCT
american_scientific_journal-12043	145	3	smart	smart	ADJ
american_scientific_journal-12043	145	4	grid	grid	NOUN
american_scientific_journal-12043	145	5	"	"	PUNCT
american_scientific_journal-12043	145	6	represents	represent	VERB
american_scientific_journal-12043	145	7	the	the	DET
american_scientific_journal-12043	145	8	next	next	ADJ
american_scientific_journal-12043	145	9	evolution	evolution	NOUN
american_scientific_journal-12043	145	10	of	of	ADP
american_scientific_journal-12043	145	11	energy	energy	NOUN
american_scientific_journal-12043	145	12	systems	system	NOUN
american_scientific_journal-12043	145	13	,	,	PUNCT
american_scientific_journal-12043	145	14	enhanced	enhance	VERB
american_scientific_journal-12043	145	15	with	with	ADP
american_scientific_journal-12043	145	16	communication	communication	NOUN
american_scientific_journal-12043	145	17	technologies	technology	NOUN
american_scientific_journal-12043	145	18	and	and	CCONJ
american_scientific_journal-12043	145	19	connection	connection	NOUN
american_scientific_journal-12043	145	20	to	to	PART
american_scientific_journal-12043	145	21	promote	promote	VERB
american_scientific_journal-12043	145	22	more	more	ADV
american_scientific_journal-12043	145	23	intelligent	intelligent	ADJ
american_scientific_journal-12043	145	24	resource	resource	NOUN
american_scientific_journal-12043	145	25	utilization	utilization	NOUN
american_scientific_journal-12043	145	26	,	,	PUNCT
american_scientific_journal-12043	145	27	energy	energy	NOUN
american_scientific_journal-12043	145	28	efficiency	efficiency	NOUN
american_scientific_journal-12043	145	29	,	,	PUNCT
american_scientific_journal-12043	145	30	and	and	CCONJ
american_scientific_journal-12043	145	31	a	a	DET
american_scientific_journal-12043	145	32	diminished	diminished	ADJ
american_scientific_journal-12043	145	33	carbon	carbon	NOUN
american_scientific_journal-12043	145	34	footprint	footprint	NOUN
american_scientific_journal-12043	145	35	.	.	PUNCT
american_scientific_journal-12043	146	1	the	the	DET
american_scientific_journal-12043	146	2	technologies	technology	NOUN
american_scientific_journal-12043	146	3	that	that	PRON
american_scientific_journal-12043	146	4	render	render	VERB
american_scientific_journal-12043	146	5	the	the	DET
american_scientific_journal-12043	146	6	contemporary	contemporary	ADJ
american_scientific_journal-12043	146	7	iot	iot	VERB
american_scientific_journal-12043	146	8	-	-	PUNCT
american_scientific_journal-12043	146	9	enabled	enable	VERB
american_scientific_journal-12043	146	10	electricity	electricity	NOUN
american_scientific_journal-12043	146	11	grid	grid	NOUN
american_scientific_journal-12043	146	12	"	"	PUNCT
american_scientific_journal-12043	146	13	smart	smart	ADJ
american_scientific_journal-12043	146	14	"	"	PUNCT
american_scientific_journal-12043	146	15	encompass	encompass	NOUN
american_scientific_journal-12043	146	16	wireless	wireless	ADJ
american_scientific_journal-12043	146	17	devices	device	NOUN
american_scientific_journal-12043	146	18	,	,	PUNCT
american_scientific_journal-12043	146	19	including	include	VERB
american_scientific_journal-12043	146	20	sensors	sensor	NOUN
american_scientific_journal-12043	146	21	,	,	PUNCT
american_scientific_journal-12043	146	22	radio	radio	NOUN
american_scientific_journal-12043	146	23	modules	module	NOUN
american_scientific_journal-12043	146	24	,	,	PUNCT
american_scientific_journal-12043	146	25	gateways	gateway	NOUN
american_scientific_journal-12043	146	26	,	,	PUNCT
american_scientific_journal-12043	146	27	and	and	CCONJ
american_scientific_journal-12043	146	28	routers	router	NOUN
american_scientific_journal-12043	146	29	.	.	PUNCT
american_scientific_journal-12043	147	1	these	these	DET
american_scientific_journal-12043	147	2	gadgets	gadget	NOUN
american_scientific_journal-12043	147	3	facilitate	facilitate	VERB
american_scientific_journal-12043	147	4	advanced	advanced	ADJ
american_scientific_journal-12043	147	5	connectivity	connectivity	NOUN
american_scientific_journal-12043	147	6	and	and	CCONJ
american_scientific_journal-12043	147	7	communication	communication	NOUN
american_scientific_journal-12043	147	8	,	,	PUNCT
american_scientific_journal-12043	147	9	enabling	enable	VERB
american_scientific_journal-12043	147	10	consumers	consumer	NOUN
american_scientific_journal-12043	147	11	to	to	PART
american_scientific_journal-12043	147	12	optimise	optimise	VERB
american_scientific_journal-12043	147	13	energy	energy	NOUN
american_scientific_journal-12043	147	14	usage	usage	NOUN
american_scientific_journal-12043	147	15	,	,	PUNCT
american_scientific_journal-12043	147	16	allowing	allow	VERB
american_scientific_journal-12043	147	17	municipalities	municipality	NOUN
american_scientific_journal-12043	147	18	to	to	PART
american_scientific_journal-12043	147	19	conserve	conserve	VERB
american_scientific_journal-12043	147	20	electricity	electricity	NOUN
american_scientific_journal-12043	147	21	and	and	CCONJ
american_scientific_journal-12043	147	22	reduce	reduce	VERB
american_scientific_journal-12043	147	23	costs	cost	NOUN
american_scientific_journal-12043	147	24	,	,	PUNCT
american_scientific_journal-12043	147	25	and	and	CCONJ
american_scientific_journal-12043	147	26	assisting	assist	VERB
american_scientific_journal-12043	147	27	power	power	NOUN
american_scientific_journal-12043	147	28	authorities	authority	NOUN
american_scientific_journal-12043	147	29	in	in	ADP
american_scientific_journal-12043	147	30	expediting	expedite	VERB
american_scientific_journal-12043	147	31	power	power	NOUN
american_scientific_journal-12043	147	32	restoration	restoration	NOUN
american_scientific_journal-12043	147	33	following	follow	VERB
american_scientific_journal-12043	147	34	a	a	DET
american_scientific_journal-12043	147	35	blackout	blackout	NOUN
american_scientific_journal-12043	147	36	[	[	X
american_scientific_journal-12043	147	37	16	16	NUM
american_scientific_journal-12043	147	38	]	]	PUNCT
american_scientific_journal-12043	147	39	.	.	PUNCT
american_scientific_journal-12043	148	1	interest	interest	NOUN
american_scientific_journal-12043	148	2	in	in	ADP
american_scientific_journal-12043	148	3	the	the	DET
american_scientific_journal-12043	148	4	domain	domain	NOUN
american_scientific_journal-12043	148	5	of	of	ADP
american_scientific_journal-12043	148	6	smart	smart	ADJ
american_scientific_journal-12043	148	7	grids	grid	NOUN
american_scientific_journal-12043	148	8	emerged	emerge	VERB
american_scientific_journal-12043	148	9	at	at	ADP
american_scientific_journal-12043	148	10	the	the	DET
american_scientific_journal-12043	148	11	onset	onset	NOUN
american_scientific_journal-12043	148	12	of	of	ADP
american_scientific_journal-12043	148	13	this	this	DET
american_scientific_journal-12043	148	14	century	century	NOUN
american_scientific_journal-12043	148	15	.	.	PUNCT
american_scientific_journal-12043	149	1	the	the	DET
american_scientific_journal-12043	149	2	progression	progression	NOUN
american_scientific_journal-12043	149	3	of	of	ADP
american_scientific_journal-12043	149	4	information	information	NOUN
american_scientific_journal-12043	149	5	and	and	CCONJ
american_scientific_journal-12043	149	6	communication	communication	NOUN
american_scientific_journal-12043	149	7	infrastructure	infrastructure	NOUN
american_scientific_journal-12043	149	8	has	have	AUX
american_scientific_journal-12043	149	9	underscored	underscore	VERB
american_scientific_journal-12043	149	10	its	its	PRON
american_scientific_journal-12043	149	11	relevance	relevance	NOUN
american_scientific_journal-12043	149	12	in	in	ADP
american_scientific_journal-12043	149	13	electrical	electrical	ADJ
american_scientific_journal-12043	149	14	networks	network	NOUN
american_scientific_journal-12043	149	15	and	and	CCONJ
american_scientific_journal-12043	149	16	its	its	PRON
american_scientific_journal-12043	149	17	essential	essential	ADJ
american_scientific_journal-12043	149	18	role	role	NOUN
american_scientific_journal-12043	149	19	in	in	ADP
american_scientific_journal-12043	149	20	the	the	DET
american_scientific_journal-12043	149	21	establishment	establishment	NOUN
american_scientific_journal-12043	149	22	of	of	ADP
american_scientific_journal-12043	149	23	renewable	renewable	NOUN
american_scientific_journal-12043	149	24	-	-	PUNCT
american_scientific_journal-12043	149	25	based	base	VERB
american_scientific_journal-12043	149	26	sustainable	sustainable	ADJ
american_scientific_journal-12043	149	27	energy	energy	NOUN
american_scientific_journal-12043	149	28	systems	system	NOUN
american_scientific_journal-12043	149	29	for	for	ADP
american_scientific_journal-12043	149	30	monitoring	monitoring	NOUN
american_scientific_journal-12043	149	31	and	and	CCONJ
american_scientific_journal-12043	149	32	efficient	efficient	ADJ
american_scientific_journal-12043	149	33	energy	energy	NOUN
american_scientific_journal-12043	149	34	decarbonisation	decarbonisation	NOUN
american_scientific_journal-12043	149	35	.	.	PUNCT
american_scientific_journal-12043	150	1	4.7	4.7	NUM
american_scientific_journal-12043	150	2	.	.	PUNCT
american_scientific_journal-12043	150	3	challenges	challenge	NOUN
american_scientific_journal-12043	150	4	and	and	CCONJ
american_scientific_journal-12043	150	5	future	future	ADJ
american_scientific_journal-12043	150	6	prospects	prospect	NOUN
american_scientific_journal-12043	150	7	one	one	NUM
american_scientific_journal-12043	150	8	of	of	ADP
american_scientific_journal-12043	150	9	the	the	DET
american_scientific_journal-12043	150	10	main	main	ADJ
american_scientific_journal-12043	150	11	challenges	challenge	NOUN
american_scientific_journal-12043	150	12	of	of	ADP
american_scientific_journal-12043	150	13	renewable	renewable	ADJ
american_scientific_journal-12043	150	14	energy	energy	NOUN
american_scientific_journal-12043	150	15	is	be	AUX
american_scientific_journal-12043	150	16	that	that	SCONJ
american_scientific_journal-12043	150	17	sources	source	NOUN
american_scientific_journal-12043	150	18	are	be	AUX
american_scientific_journal-12043	150	19	naturally	naturally	ADV
american_scientific_journal-12043	150	20	unpredictable	unpredictable	ADJ
american_scientific_journal-12043	150	21	,	,	PUNCT
american_scientific_journal-12043	150	22	because	because	SCONJ
american_scientific_journal-12043	150	23	wind	wind	NOUN
american_scientific_journal-12043	150	24	and	and	CCONJ
american_scientific_journal-12043	150	25	solar	solar	ADJ
american_scientific_journal-12043	150	26	power	power	NOUN
american_scientific_journal-12043	150	27	are	be	AUX
american_scientific_journal-12043	150	28	the	the	DET
american_scientific_journal-12043	150	29	most	most	ADV
american_scientific_journal-12043	150	30	common	common	ADJ
american_scientific_journal-12043	150	31	renewable	renewable	ADJ
american_scientific_journal-12043	150	32	energy	energy	NOUN
american_scientific_journal-12043	150	33	sources	source	NOUN
american_scientific_journal-12043	150	34	,	,	PUNCT
american_scientific_journal-12043	150	35	they	they	PRON
american_scientific_journal-12043	150	36	are	be	AUX
american_scientific_journal-12043	150	37	hard	hard	ADJ
american_scientific_journal-12043	150	38	to	to	PART
american_scientific_journal-12043	150	39	control	control	VERB
american_scientific_journal-12043	150	40	,	,	PUNCT
american_scientific_journal-12043	150	41	ca	can	AUX
american_scientific_journal-12043	150	42	n't	not	PART
american_scientific_journal-12043	150	43	be	be	AUX
american_scientific_journal-12043	150	44	used	use	VERB
american_scientific_journal-12043	150	45	all	all	DET
american_scientific_journal-12043	150	46	the	the	DET
american_scientific_journal-12043	150	47	time	time	NOUN
american_scientific_journal-12043	150	48	,	,	PUNCT
american_scientific_journal-12043	150	49	and	and	CCONJ
american_scientific_journal-12043	150	50	do	do	AUX
american_scientific_journal-12043	150	51	n't	not	PART
american_scientific_journal-12043	150	52	always	always	ADV
american_scientific_journal-12043	150	53	work	work	VERB
american_scientific_journal-12043	150	54	as	as	SCONJ
american_scientific_journal-12043	150	55	expected	expect	VERB
american_scientific_journal-12043	150	56	.	.	PUNCT
american_scientific_journal-12043	151	1	to	to	PART
american_scientific_journal-12043	151	2	make	make	VERB
american_scientific_journal-12043	151	3	sure	sure	ADJ
american_scientific_journal-12043	151	4	reliability	reliability	NOUN
american_scientific_journal-12043	151	5	and	and	CCONJ
american_scientific_journal-12043	151	6	operational	operational	ADJ
american_scientific_journal-12043	151	7	needs	need	NOUN
american_scientific_journal-12043	151	8	are	be	AUX
american_scientific_journal-12043	151	9	met	meet	VERB
american_scientific_journal-12043	151	10	,	,	PUNCT
american_scientific_journal-12043	151	11	dedicated	dedicated	ADJ
american_scientific_journal-12043	151	12	ancillary	ancillary	ADJ
american_scientific_journal-12043	151	13	services	service	NOUN
american_scientific_journal-12043	151	14	like	like	ADP
american_scientific_journal-12043	151	15	spinning	spinning	NOUN
american_scientific_journal-12043	151	16	reserves	reserve	NOUN
american_scientific_journal-12043	151	17	and	and	CCONJ
american_scientific_journal-12043	151	18	other	other	ADJ
american_scientific_journal-12043	151	19	regulatory	regulatory	ADJ
american_scientific_journal-12043	151	20	operations	operation	NOUN
american_scientific_journal-12043	151	21	.	.	PUNCT
american_scientific_journal-12043	152	1	the	the	DET
american_scientific_journal-12043	152	2	figure	figure	NOUN
american_scientific_journal-12043	152	3	makes	make	VERB
american_scientific_journal-12043	152	4	it	it	PRON
american_scientific_journal-12043	152	5	easier	easy	ADJ
american_scientific_journal-12043	152	6	to	to	PART
american_scientific_journal-12043	152	7	see	see	VERB
american_scientific_journal-12043	152	8	the	the	DET
american_scientific_journal-12043	152	9	extra	extra	ADJ
american_scientific_journal-12043	152	10	services	service	NOUN
american_scientific_journal-12043	152	11	that	that	PRON
american_scientific_journal-12043	152	12	are	be	AUX
american_scientific_journal-12043	152	13	needed	need	VERB
american_scientific_journal-12043	152	14	for	for	SCONJ
american_scientific_journal-12043	152	15	a	a	DET
american_scientific_journal-12043	152	16	power	power	NOUN
american_scientific_journal-12043	152	17	network	network	NOUN
american_scientific_journal-12043	152	18	to	to	PART
american_scientific_journal-12043	152	19	run	run	VERB
american_scientific_journal-12043	152	20	properly	properly	ADV
american_scientific_journal-12043	152	21	and	and	CCONJ
american_scientific_journal-12043	152	22	to	to	PART
american_scientific_journal-12043	152	23	keep	keep	VERB
american_scientific_journal-12043	152	24	the	the	DET
american_scientific_journal-12043	152	25	quality	quality	NOUN
american_scientific_journal-12043	152	26	of	of	ADP
american_scientific_journal-12043	152	27	the	the	DET
american_scientific_journal-12043	152	28	power	power	NOUN
american_scientific_journal-12043	152	29	throughout	throughout	ADP
american_scientific_journal-12043	152	30	all	all	DET
american_scientific_journal-12043	152	31	the	the	DET
american_scientific_journal-12043	152	32	planning	planning	NOUN
american_scientific_journal-12043	152	33	horizons	horizon	NOUN
american_scientific_journal-12043	152	34	that	that	PRON
american_scientific_journal-12043	152	35	are	be	AUX
american_scientific_journal-12043	152	36	related	relate	VERB
american_scientific_journal-12043	152	37	to	to	ADP
american_scientific_journal-12043	152	38	power	power	NOUN
american_scientific_journal-12043	152	39	systems[12].one	systems[12].one	NOUN
american_scientific_journal-12043	152	40	of	of	ADP
american_scientific_journal-12043	152	41	the	the	DET
american_scientific_journal-12043	152	42	key	key	ADJ
american_scientific_journal-12043	152	43	reasons	reason	NOUN
american_scientific_journal-12043	152	44	for	for	ADP
american_scientific_journal-12043	152	45	re	re	NOUN
american_scientific_journal-12043	152	46	integration	integration	NOUN
american_scientific_journal-12043	152	47	is	be	AUX
american_scientific_journal-12043	152	48	that	that	SCONJ
american_scientific_journal-12043	152	49	the	the	DET
american_scientific_journal-12043	152	50	output	output	NOUN
american_scientific_journal-12043	152	51	power	power	NOUN
american_scientific_journal-12043	152	52	can	can	AUX
american_scientific_journal-12043	152	53	change	change	VERB
american_scientific_journal-12043	152	54	quickly	quickly	ADV
american_scientific_journal-12043	152	55	.	.	PUNCT
american_scientific_journal-12043	153	1	this	this	PRON
american_scientific_journal-12043	153	2	,	,	PUNCT
american_scientific_journal-12043	153	3	along	along	ADP
american_scientific_journal-12043	153	4	with	with	ADP
american_scientific_journal-12043	153	5	the	the	DET
american_scientific_journal-12043	153	6	fact	fact	NOUN
american_scientific_journal-12043	153	7	that	that	SCONJ
american_scientific_journal-12043	153	8	loads	load	NOUN
american_scientific_journal-12043	153	9	can	can	AUX
american_scientific_journal-12043	153	10	change	change	VERB
american_scientific_journal-12043	153	11	,	,	PUNCT
american_scientific_journal-12043	153	12	makes	make	VERB
american_scientific_journal-12043	153	13	the	the	DET
american_scientific_journal-12043	153	14	whole	whole	ADJ
american_scientific_journal-12043	153	15	power	power	NOUN
american_scientific_journal-12043	153	16	network	network	NOUN
american_scientific_journal-12043	153	17	more	more	ADV
american_scientific_journal-12043	153	18	random	random	ADJ
american_scientific_journal-12043	153	19	.	.	PUNCT
american_scientific_journal-12043	154	1	so	so	ADV
american_scientific_journal-12043	154	2	,	,	PUNCT
american_scientific_journal-12043	154	3	both	both	CCONJ
american_scientific_journal-12043	154	4	the	the	DET
american_scientific_journal-12043	154	5	intricacy	intricacy	NOUN
american_scientific_journal-12043	154	6	and	and	CCONJ
american_scientific_journal-12043	154	7	the	the	DET
american_scientific_journal-12043	154	8	support	support	NOUN
american_scientific_journal-12043	154	9	systems	system	NOUN
american_scientific_journal-12043	154	10	need	need	VERB
american_scientific_journal-12043	154	11	to	to	PART
american_scientific_journal-12043	154	12	be	be	AUX
american_scientific_journal-12043	154	13	improved	improve	VERB
american_scientific_journal-12043	154	14	and	and	CCONJ
american_scientific_journal-12043	154	15	made	make	VERB
american_scientific_journal-12043	154	16	better	well	ADV
american_scientific_journal-12043	154	17	.	.	PUNCT
american_scientific_journal-12043	155	1	however	however	ADV
american_scientific_journal-12043	155	2	,	,	PUNCT
american_scientific_journal-12043	155	3	new	new	ADJ
american_scientific_journal-12043	155	4	pilot	pilot	NOUN
american_scientific_journal-12043	155	5	projects	project	NOUN
american_scientific_journal-12043	155	6	in	in	ADP
american_scientific_journal-12043	155	7	countries	country	NOUN
american_scientific_journal-12043	155	8	like	like	ADP
american_scientific_journal-12043	155	9	germany	germany	PROPN
american_scientific_journal-12043	155	10	,	,	PUNCT
american_scientific_journal-12043	155	11	australia	australia	PROPN
american_scientific_journal-12043	155	12	,	,	PUNCT
american_scientific_journal-12043	155	13	and	and	CCONJ
american_scientific_journal-12043	155	14	the	the	DET
american_scientific_journal-12043	155	15	american	american	ADJ
american_scientific_journal-12043	155	16	academic	academic	PROPN
american_scientific_journal-12043	155	17	scientific	scientific	ADJ
american_scientific_journal-12043	155	18	research	research	NOUN
american_scientific_journal-12043	155	19	journal	journal	NOUN
american_scientific_journal-12043	155	20	for	for	ADP
american_scientific_journal-12043	155	21	engineering	engineering	NOUN
american_scientific_journal-12043	155	22	,	,	PUNCT
american_scientific_journal-12043	155	23	technology	technology	NOUN
american_scientific_journal-12043	155	24	,	,	PUNCT
american_scientific_journal-12043	155	25	and	and	CCONJ
american_scientific_journal-12043	155	26	sciences	science	NOUN
american_scientific_journal-12043	155	27	(	(	PUNCT
american_scientific_journal-12043	155	28	asrjets	asrjet	NOUN
american_scientific_journal-12043	155	29	)	)	PUNCT
american_scientific_journal-12043	155	30	volume	volume	NOUN
american_scientific_journal-12043	155	31	103	103	NUM
american_scientific_journal-12043	155	32	,	,	PUNCT
american_scientific_journal-12043	155	33	no	no	DET
american_scientific_journal-12043	155	34	1	1	NUM
american_scientific_journal-12043	155	35	,	,	PUNCT
american_scientific_journal-12043	155	36	pp	pp	ADV
american_scientific_journal-12043	155	37	195	195	NUM
american_scientific_journal-12043	155	38	-	-	SYM
american_scientific_journal-12043	155	39	205	205	NUM
american_scientific_journal-12043	155	40	203	203	NUM
american_scientific_journal-12043	155	41	us	us	PROPN
american_scientific_journal-12043	155	42	show	show	VERB
american_scientific_journal-12043	155	43	that	that	SCONJ
american_scientific_journal-12043	155	44	p2p	p2p	NOUN
american_scientific_journal-12043	155	45	trading	trading	NOUN
american_scientific_journal-12043	155	46	is	be	AUX
american_scientific_journal-12043	155	47	feasible	feasible	ADJ
american_scientific_journal-12043	155	48	,	,	PUNCT
american_scientific_journal-12043	155	49	and	and	CCONJ
american_scientific_journal-12043	155	50	advancements	advancement	NOUN
american_scientific_journal-12043	155	51	in	in	ADP
american_scientific_journal-12043	155	52	blockchain	blockchain	PROPN
american_scientific_journal-12043	155	53	scalability	scalability	NOUN
american_scientific_journal-12043	155	54	,	,	PUNCT
american_scientific_journal-12043	155	55	such	such	ADJ
american_scientific_journal-12043	155	56	as	as	ADP
american_scientific_journal-12043	155	57	proof	proof	NOUN
american_scientific_journal-12043	155	58	-	-	PUNCT
american_scientific_journal-12043	155	59	of	of	ADP
american_scientific_journal-12043	155	60	-	-	PUNCT
american_scientific_journal-12043	155	61	stake	stake	NOUN
american_scientific_journal-12043	155	62	consensus	consensus	NOUN
american_scientific_journal-12043	155	63	mechanisms	mechanism	NOUN
american_scientific_journal-12043	155	64	,	,	PUNCT
american_scientific_journal-12043	155	65	are	be	AUX
american_scientific_journal-12043	155	66	addressing	address	VERB
american_scientific_journal-12043	155	67	energy	energy	NOUN
american_scientific_journal-12043	155	68	efficiency	efficiency	NOUN
american_scientific_journal-12043	155	69	issues	issue	NOUN
american_scientific_journal-12043	155	70	[	[	X
american_scientific_journal-12043	155	71	17	17	NUM
american_scientific_journal-12043	155	72	]	]	SYM
american_scientific_journal-12043	155	73	.	.	PUNCT
american_scientific_journal-12043	156	1	6	6	X
american_scientific_journal-12043	156	2	.	.	X
american_scientific_journal-12043	156	3	conclusion	conclusion	NOUN
american_scientific_journal-12043	156	4	the	the	DET
american_scientific_journal-12043	156	5	study	study	NOUN
american_scientific_journal-12043	156	6	concludes	conclude	VERB
american_scientific_journal-12043	156	7	that	that	SCONJ
american_scientific_journal-12043	156	8	the	the	DET
american_scientific_journal-12043	156	9	combination	combination	NOUN
american_scientific_journal-12043	156	10	of	of	ADP
american_scientific_journal-12043	156	11	solar	solar	ADJ
american_scientific_journal-12043	156	12	energy	energy	NOUN
american_scientific_journal-12043	156	13	with	with	ADP
american_scientific_journal-12043	156	14	traditional	traditional	ADJ
american_scientific_journal-12043	156	15	power	power	NOUN
american_scientific_journal-12043	156	16	systems	system	NOUN
american_scientific_journal-12043	156	17	is	be	AUX
american_scientific_journal-12043	156	18	highly	highly	ADV
american_scientific_journal-12043	156	19	efficient	efficient	ADJ
american_scientific_journal-12043	156	20	,	,	PUNCT
american_scientific_journal-12043	156	21	reliable	reliable	ADJ
american_scientific_journal-12043	156	22	and	and	CCONJ
american_scientific_journal-12043	156	23	durable	durable	ADJ
american_scientific_journal-12043	156	24	especially	especially	ADV
american_scientific_journal-12043	156	25	with	with	ADP
american_scientific_journal-12043	156	26	the	the	DET
american_scientific_journal-12043	156	27	help	help	NOUN
american_scientific_journal-12043	156	28	of	of	ADP
american_scientific_journal-12043	156	29	smart	smart	ADJ
american_scientific_journal-12043	156	30	technologies	technology	NOUN
american_scientific_journal-12043	156	31	like	like	ADP
american_scientific_journal-12043	156	32	ai	ai	ADV
american_scientific_journal-12043	156	33	-	-	PUNCT
american_scientific_journal-12043	156	34	driven	drive	VERB
american_scientific_journal-12043	156	35	load	load	NOUN
american_scientific_journal-12043	156	36	balancing	balancing	NOUN
american_scientific_journal-12043	156	37	and	and	CCONJ
american_scientific_journal-12043	156	38	blockchain	blockchain	PROPN
american_scientific_journal-12043	156	39	-	-	PUNCT
american_scientific_journal-12043	156	40	enabled	enable	VERB
american_scientific_journal-12043	156	41	trading	trading	NOUN
american_scientific_journal-12043	156	42	.	.	PUNCT
american_scientific_journal-12043	157	1	findings	finding	NOUN
american_scientific_journal-12043	157	2	from	from	ADP
american_scientific_journal-12043	157	3	this	this	DET
american_scientific_journal-12043	157	4	study	study	NOUN
american_scientific_journal-12043	157	5	confirm	confirm	VERB
american_scientific_journal-12043	157	6	that	that	SCONJ
american_scientific_journal-12043	157	7	these	these	DET
american_scientific_journal-12043	157	8	new	new	ADJ
american_scientific_journal-12043	157	9	innovations	innovation	NOUN
american_scientific_journal-12043	157	10	have	have	AUX
american_scientific_journal-12043	157	11	been	be	AUX
american_scientific_journal-12043	157	12	able	able	ADJ
american_scientific_journal-12043	157	13	to	to	PART
american_scientific_journal-12043	157	14	ensure	ensure	VERB
american_scientific_journal-12043	157	15	cost	cost	NOUN
american_scientific_journal-12043	157	16	minimization	minimization	NOUN
american_scientific_journal-12043	157	17	and	and	CCONJ
american_scientific_journal-12043	157	18	prevent	prevent	VERB
american_scientific_journal-12043	157	19	carbon	carbon	NOUN
american_scientific_journal-12043	157	20	emissions	emission	NOUN
american_scientific_journal-12043	157	21	,	,	PUNCT
american_scientific_journal-12043	157	22	but	but	CCONJ
american_scientific_journal-12043	157	23	they	they	PRON
american_scientific_journal-12043	157	24	also	also	ADV
american_scientific_journal-12043	157	25	provide	provide	VERB
american_scientific_journal-12043	157	26	customers	customer	NOUN
american_scientific_journal-12043	157	27	more	more	ADJ
american_scientific_journal-12043	157	28	leverage	leverage	NOUN
american_scientific_journal-12043	157	29	to	to	PART
american_scientific_journal-12043	157	30	take	take	VERB
american_scientific_journal-12043	157	31	part	part	NOUN
american_scientific_journal-12043	157	32	in	in	ADP
american_scientific_journal-12043	157	33	energy	energy	NOUN
american_scientific_journal-12043	157	34	markets	market	NOUN
american_scientific_journal-12043	157	35	.	.	PUNCT
american_scientific_journal-12043	158	1	the	the	DET
american_scientific_journal-12043	158	2	study	study	NOUN
american_scientific_journal-12043	158	3	further	far	ADV
american_scientific_journal-12043	158	4	reveals	reveal	VERB
american_scientific_journal-12043	158	5	that	that	SCONJ
american_scientific_journal-12043	158	6	smart	smart	ADJ
american_scientific_journal-12043	158	7	grids	grid	NOUN
american_scientific_journal-12043	158	8	and	and	CCONJ
american_scientific_journal-12043	158	9	decentralized	decentralize	VERB
american_scientific_journal-12043	158	10	energy	energy	NOUN
american_scientific_journal-12043	158	11	exchange	exchange	NOUN
american_scientific_journal-12043	158	12	has	have	AUX
american_scientific_journal-12043	158	13	greatly	greatly	ADV
american_scientific_journal-12043	158	14	help	help	VERB
american_scientific_journal-12043	158	15	energy	energy	NOUN
american_scientific_journal-12043	158	16	systems	system	NOUN
american_scientific_journal-12043	158	17	to	to	PART
american_scientific_journal-12043	158	18	be	be	AUX
american_scientific_journal-12043	158	19	adequate	adequate	ADJ
american_scientific_journal-12043	158	20	ready	ready	ADJ
american_scientific_journal-12043	158	21	for	for	ADP
american_scientific_journal-12043	158	22	the	the	DET
american_scientific_journal-12043	158	23	future	future	NOUN
american_scientific_journal-12043	158	24	by	by	ADP
american_scientific_journal-12043	158	25	integration	integration	NOUN
american_scientific_journal-12043	158	26	and	and	CCONJ
american_scientific_journal-12043	158	27	optimization	optimization	NOUN
american_scientific_journal-12043	158	28	.	.	PUNCT
american_scientific_journal-12043	159	1	reference	reference	NOUN
american_scientific_journal-12043	160	1	[	[	X
american_scientific_journal-12043	160	2	1	1	NUM
american_scientific_journal-12043	160	3	]	]	X
american_scientific_journal-12043	160	4	al	al	PROPN
american_scientific_journal-12043	160	5	-	-	PUNCT
american_scientific_journal-12043	160	6	sokhna	sokhna	NOUN
american_scientific_journal-12043	160	7	,	,	PUNCT
american_scientific_journal-12043	160	8	m.	m.	NOUN
american_scientific_journal-12043	160	9	(	(	PUNCT
american_scientific_journal-12043	160	10	2024	2024	NUM
american_scientific_journal-12043	160	11	)	)	PUNCT
american_scientific_journal-12043	160	12	.	.	PUNCT
american_scientific_journal-12043	161	1	multi	multi	ADJ
american_scientific_journal-12043	161	2	-	-	ADJ
american_scientific_journal-12043	161	3	objective	objective	ADJ
american_scientific_journal-12043	161	4	optimization	optimization	NOUN
american_scientific_journal-12043	161	5	of	of	ADP
american_scientific_journal-12043	161	6	hybrid	hybrid	ADJ
american_scientific_journal-12043	161	7	solar	solar	ADJ
american_scientific_journal-12043	161	8	-	-	PUNCT
american_scientific_journal-12043	161	9	wind	wind	NOUN
american_scientific_journal-12043	161	10	-	-	PUNCT
american_scientific_journal-12043	161	11	battery	battery	NOUN
american_scientific_journal-12043	161	12	systems	system	NOUN
american_scientific_journal-12043	161	13	:	:	PUNCT
american_scientific_journal-12043	161	14	a	a	DET
american_scientific_journal-12043	161	15	comparative	comparative	ADJ
american_scientific_journal-12043	161	16	study	study	NOUN
american_scientific_journal-12043	161	17	of	of	ADP
american_scientific_journal-12043	161	18	pso	pso	NOUN
american_scientific_journal-12043	161	19	and	and	CCONJ
american_scientific_journal-12043	161	20	transit	transit	NOUN
american_scientific_journal-12043	161	21	search	search	NOUN
american_scientific_journal-12043	161	22	optimization	optimization	NOUN
american_scientific_journal-12043	161	23	.	.	PUNCT
american_scientific_journal-12043	162	1	journal	journal	NOUN
american_scientific_journal-12043	162	2	of	of	ADP
american_scientific_journal-12043	162	3	engineering	engineering	NOUN
american_scientific_journal-12043	162	4	and	and	CCONJ
american_scientific_journal-12043	162	5	applied	apply	VERB
american_scientific_journal-12043	162	6	science	science	NOUN
american_scientific_journal-12043	162	7	,	,	PUNCT
american_scientific_journal-12043	162	8	6(1	6(1	NUM
american_scientific_journal-12043	162	9	)	)	PUNCT
american_scientific_journal-12043	162	10	,	,	PUNCT
american_scientific_journal-12043	162	11	1–15	1–15	NUM
american_scientific_journal-12043	162	12	.	.	PUNCT
american_scientific_journal-12043	163	1	https://jesit.springeropen.com/articles/10.1186/s43067-024-00186-6	https://jesit.springeropen.com/articles/10.1186/s43067-024-00186-6	VERB
american_scientific_journal-12043	163	2	.	.	PUNCT
american_scientific_journal-12043	164	1	[	[	X
american_scientific_journal-12043	164	2	2	2	NUM
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american_scientific_journal-12043	164	4	wang	wang	PROPN
american_scientific_journal-12043	164	5	,	,	PUNCT
american_scientific_journal-12043	164	6	j.	j.	PROPN
american_scientific_journal-12043	164	7	,	,	PUNCT
american_scientific_journal-12043	164	8	o’neill	o’neill	PROPN
american_scientific_journal-12043	164	9	,	,	PUNCT
american_scientific_journal-12043	164	10	r.	r.	PROPN
american_scientific_journal-12043	164	11	,	,	PUNCT
american_scientific_journal-12043	164	12	&	&	CCONJ
american_scientific_journal-12043	164	13	kamath	kamath	PROPN
american_scientific_journal-12043	164	14	,	,	PUNCT
american_scientific_journal-12043	164	15	h.	h.	PROPN
american_scientific_journal-12043	164	16	(	(	PUNCT
american_scientific_journal-12043	164	17	2014	2014	NUM
american_scientific_journal-12043	164	18	)	)	PUNCT
american_scientific_journal-12043	164	19	.	.	PUNCT
american_scientific_journal-12043	165	1	dynamic	dynamic	ADJ
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american_scientific_journal-12043	165	3	of	of	ADP
american_scientific_journal-12043	165	4	distributed	distribute	VERB
american_scientific_journal-12043	165	5	energy	energy	NOUN
american_scientific_journal-12043	165	6	resources	resource	NOUN
american_scientific_journal-12043	165	7	in	in	ADP
american_scientific_journal-12043	165	8	a	a	DET
american_scientific_journal-12043	165	9	microgrid	microgrid	NOUN
american_scientific_journal-12043	165	10	.	.	PUNCT
american_scientific_journal-12043	166	1	arxiv	arxiv	PROPN
american_scientific_journal-12043	166	2	.	.	PUNCT
american_scientific_journal-12043	167	1	https://arxiv.org/abs/1410.0054	https://arxiv.org/abs/1410.0054	PROPN
american_scientific_journal-12043	168	1	[	[	X
american_scientific_journal-12043	168	2	3	3	NUM
american_scientific_journal-12043	168	3	]	]	X
american_scientific_journal-12043	168	4	diab	diab	PROPN
american_scientific_journal-12043	168	5	,	,	PUNCT
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american_scientific_journal-12043	168	9	,	,	PUNCT
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american_scientific_journal-12043	168	11	,	,	PUNCT
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american_scientific_journal-12043	168	13	a.	a.	PROPN
american_scientific_journal-12043	168	14	,	,	PUNCT
american_scientific_journal-12043	168	15	&	&	CCONJ
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american_scientific_journal-12043	168	17	,	,	PUNCT
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american_scientific_journal-12043	168	19	(	(	PUNCT
american_scientific_journal-12043	168	20	2024	2024	NUM
american_scientific_journal-12043	168	21	)	)	PUNCT
american_scientific_journal-12043	168	22	.	.	PUNCT
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american_scientific_journal-12043	169	3	of	of	ADP
american_scientific_journal-12043	169	4	renewable	renewable	ADJ
american_scientific_journal-12043	169	5	energy	energy	NOUN
american_scientific_journal-12043	169	6	sources	source	NOUN
american_scientific_journal-12043	169	7	in	in	ADP
american_scientific_journal-12043	169	8	unbalanced	unbalanced	ADJ
american_scientific_journal-12043	169	9	distribution	distribution	NOUN
american_scientific_journal-12043	169	10	systems	system	NOUN
american_scientific_journal-12043	169	11	using	use	VERB
american_scientific_journal-12043	169	12	quasi	quasi	ADJ
american_scientific_journal-12043	169	13	-	-	ADJ
american_scientific_journal-12043	169	14	oppositional	oppositional	ADJ
american_scientific_journal-12043	169	15	political	political	ADJ
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american_scientific_journal-12043	169	17	.	.	PUNCT
american_scientific_journal-12043	170	1	journal	journal	NOUN
american_scientific_journal-12043	170	2	of	of	ADP
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american_scientific_journal-12043	170	5	society	society	NOUN
american_scientific_journal-12043	170	6	of	of	ADP
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american_scientific_journal-12043	170	8	sciences	science	NOUN
american_scientific_journal-12043	170	9	and	and	CCONJ
american_scientific_journal-12043	170	10	engineering	engineering	NOUN
american_scientific_journal-12043	170	11	,	,	PUNCT
american_scientific_journal-12043	170	12	46(1	46(1	PROPN
american_scientific_journal-12043	170	13	)	)	PUNCT
american_scientific_journal-12043	170	14	,	,	PUNCT
american_scientific_journal-12043	170	15	44	44	NUM
american_scientific_journal-12043	170	16	.	.	PUNCT
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american_scientific_journal-12043	172	2	4	4	NUM
american_scientific_journal-12043	172	3	]	]	X
american_scientific_journal-12043	172	4	el	el	PROPN
american_scientific_journal-12043	172	5	-	-	PUNCT
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american_scientific_journal-12043	172	7	,	,	PUNCT
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american_scientific_journal-12043	172	9	m.	m.	NOUN
american_scientific_journal-12043	172	10	,	,	PUNCT
american_scientific_journal-12043	172	11	&	&	CCONJ
american_scientific_journal-12043	172	12	rezk	rezk	PROPN
american_scientific_journal-12043	172	13	,	,	PUNCT
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american_scientific_journal-12043	172	15	(	(	PUNCT
american_scientific_journal-12043	172	16	2024	2024	NUM
american_scientific_journal-12043	172	17	)	)	PUNCT
american_scientific_journal-12043	172	18	.	.	PUNCT
american_scientific_journal-12043	173	1	optimal	optimal	ADJ
american_scientific_journal-12043	173	2	energy	energy	NOUN
american_scientific_journal-12043	173	3	management	management	NOUN
american_scientific_journal-12043	173	4	for	for	ADP
american_scientific_journal-12043	173	5	smart	smart	ADJ
american_scientific_journal-12043	173	6	cities	city	NOUN
american_scientific_journal-12043	173	7	integrating	integrate	VERB
american_scientific_journal-12043	173	8	hybrid	hybrid	ADJ
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american_scientific_journal-12043	173	10	energy	energy	NOUN
american_scientific_journal-12043	173	11	with	with	ADP
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american_scientific_journal-12043	173	13	systems	system	NOUN
american_scientific_journal-12043	173	14	using	use	VERB
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american_scientific_journal-12043	173	16	basis	basis	NOUN
american_scientific_journal-12043	173	17	neural	neural	ADJ
american_scientific_journal-12043	173	18	network	network	NOUN
american_scientific_journal-12043	173	19	and	and	CCONJ
american_scientific_journal-12043	173	20	hunger	hunger	NOUN
american_scientific_journal-12043	173	21	game	game	NOUN
american_scientific_journal-12043	173	22	optimizer	optimizer	NOUN
american_scientific_journal-12043	173	23	.	.	PUNCT
american_scientific_journal-12043	174	1	journal	journal	NOUN
american_scientific_journal-12043	174	2	of	of	ADP
american_scientific_journal-12043	174	3	engineering	engineering	NOUN
american_scientific_journal-12043	174	4	sciences	science	NOUN
american_scientific_journal-12043	174	5	and	and	CCONJ
american_scientific_journal-12043	174	6	sustainable	sustainable	ADJ
american_scientific_journal-12043	174	7	industrial	industrial	ADJ
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american_scientific_journal-12043	174	9	,	,	PUNCT
american_scientific_journal-12043	174	10	2(1	2(1	NUM
american_scientific_journal-12043	174	11	)	)	PUNCT
american_scientific_journal-12043	174	12	,	,	PUNCT
american_scientific_journal-12043	174	13	1–14	1–14	PROPN
american_scientific_journal-12043	174	14	.	.	PUNCT
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american_scientific_journal-12043	175	2	[	[	X
american_scientific_journal-12043	175	3	5	5	NUM
american_scientific_journal-12043	175	4	]	]	X
american_scientific_journal-12043	175	5	wang	wang	PROPN
american_scientific_journal-12043	175	6	,	,	PUNCT
american_scientific_journal-12043	175	7	h.	h.	PROPN
american_scientific_journal-12043	175	8	,	,	PUNCT
american_scientific_journal-12043	175	9	&	&	CCONJ
american_scientific_journal-12043	175	10	huang	huang	PROPN
american_scientific_journal-12043	175	11	,	,	PUNCT
american_scientific_journal-12043	175	12	j.	j.	PROPN
american_scientific_journal-12043	175	13	(	(	PUNCT
american_scientific_journal-12043	175	14	2015	2015	NUM
american_scientific_journal-12043	175	15	)	)	PUNCT
american_scientific_journal-12043	175	16	.	.	PUNCT
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american_scientific_journal-12043	176	2	with	with	ADP
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american_scientific_journal-12043	176	4	energy	energy	NOUN
american_scientific_journal-12043	176	5	:	:	PUNCT
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american_scientific_journal-12043	176	7	investment	investment	NOUN
american_scientific_journal-12043	176	8	and	and	CCONJ
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american_scientific_journal-12043	176	11	.	.	PUNCT
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american_scientific_journal-12043	177	2	.	.	PUNCT
american_scientific_journal-12043	178	1	https://arxiv.org/abs/1511.01984	https://arxiv.org/abs/1511.01984	PROPN
american_scientific_journal-12043	179	1	[	[	X
american_scientific_journal-12043	179	2	6	6	NUM
american_scientific_journal-12043	179	3	]	]	SYM
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american_scientific_journal-12043	179	5	,	,	PUNCT
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american_scientific_journal-12043	179	7	,	,	PUNCT
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american_scientific_journal-12043	179	9	,	,	PUNCT
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american_scientific_journal-12043	179	11	,	,	PUNCT
american_scientific_journal-12043	179	12	&	&	CCONJ
american_scientific_journal-12043	179	13	sen	sen	PROPN
american_scientific_journal-12043	179	14	,	,	PUNCT
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american_scientific_journal-12043	179	16	(	(	PUNCT
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american_scientific_journal-12043	179	19	.	.	PUNCT
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american_scientific_journal-12043	180	4	for	for	ADP
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american_scientific_journal-12043	180	6	systems	system	NOUN
american_scientific_journal-12043	180	7	with	with	ADP
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american_scientific_journal-12043	180	11	.	.	PUNCT
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american_scientific_journal-12043	181	2	.	.	PUNCT
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american_scientific_journal-12043	182	1	[	[	X
american_scientific_journal-12043	182	2	7	7	NUM
american_scientific_journal-12043	182	3	]	]	X
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american_scientific_journal-12043	182	5	,	,	PUNCT
american_scientific_journal-12043	182	6	m.	m.	PROPN
american_scientific_journal-12043	182	7	s.	s.	PROPN
american_scientific_journal-12043	182	8	,	,	PUNCT
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american_scientific_journal-12043	182	10	,	,	PUNCT
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american_scientific_journal-12043	182	12	a.	a.	NOUN
american_scientific_journal-12043	182	13	a.	a.	NOUN
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american_scientific_journal-12043	182	15	,	,	PUNCT
american_scientific_journal-12043	182	16	&	&	CCONJ
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american_scientific_journal-12043	182	18	,	,	PUNCT
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american_scientific_journal-12043	182	23	.	.	PUNCT
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american_scientific_journal-12043	183	2	-	-	PUNCT
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american_scientific_journal-12043	183	11	:	:	PUNCT
american_scientific_journal-12043	183	12	a	a	DET
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american_scientific_journal-12043	183	15	.	.	PUNCT
american_scientific_journal-12043	184	1	journal	journal	NOUN
american_scientific_journal-12043	184	2	of	of	ADP
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american_scientific_journal-12043	184	6	,	,	PUNCT
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american_scientific_journal-12043	184	10	,	,	PUNCT
american_scientific_journal-12043	184	11	5(2	5(2	NUM
american_scientific_journal-12043	184	12	)	)	PUNCT
american_scientific_journal-12043	184	13	,	,	PUNCT
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american_scientific_journal-12043	184	15	.	.	PUNCT
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american_scientific_journal-12043	186	3	]	]	PUNCT
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american_scientific_journal-12043	186	5	,	,	PUNCT
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american_scientific_journal-12043	186	8	,	,	PUNCT
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american_scientific_journal-12043	186	10	,	,	PUNCT
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american_scientific_journal-12043	186	12	,	,	PUNCT
american_scientific_journal-12043	186	13	&	&	CCONJ
american_scientific_journal-12043	186	14	bureš	bureš	PROPN
american_scientific_journal-12043	186	15	,	,	PUNCT
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american_scientific_journal-12043	186	20	.	.	PUNCT
american_scientific_journal-12043	187	1	a	a	DET
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american_scientific_journal-12043	187	9	https://arxiv.org/abs/1410.0054?utm_source=chatgpt.com	https://arxiv.org/abs/1410.0054?utm_source=chatgpt.com	PUNCT
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american_scientific_journal-12043	188	5	https://arxiv.org/abs/2107.14558?utm_source=chatgpt.com	https://arxiv.org/abs/2107.14558?utm_source=chatgpt.com	X
american_scientific_journal-12043	189	1	https://www.jisem-journal.com/index.php/journal/article/view/5818?utm_source=chatgpt.com	https://www.jisem-journal.com/index.php/journal/article/view/5818?utm_source=chatgpt.com	PROPN
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american_scientific_journal-12043	190	2	academic	academic	PROPN
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american_scientific_journal-12043	190	5	journal	journal	NOUN
american_scientific_journal-12043	190	6	for	for	ADP
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american_scientific_journal-12043	190	8	,	,	PUNCT
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american_scientific_journal-12043	190	10	,	,	PUNCT
american_scientific_journal-12043	190	11	and	and	CCONJ
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american_scientific_journal-12043	190	13	(	(	PUNCT
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american_scientific_journal-12043	190	17	103	103	NUM
american_scientific_journal-12043	190	18	,	,	PUNCT
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american_scientific_journal-12043	190	20	1	1	NUM
american_scientific_journal-12043	190	21	,	,	PUNCT
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american_scientific_journal-12043	190	23	195	195	NUM
american_scientific_journal-12043	190	24	-	-	SYM
american_scientific_journal-12043	190	25	205	205	NUM
american_scientific_journal-12043	190	26	204	204	NUM
american_scientific_journal-12043	190	27	microgrid	microgrid	NOUN
american_scientific_journal-12043	190	28	system	system	NOUN
american_scientific_journal-12043	190	29	.	.	PUNCT
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american_scientific_journal-12043	191	3	,	,	PUNCT
american_scientific_journal-12043	191	4	106(4	106(4	NUM
american_scientific_journal-12043	191	5	)	)	PUNCT
american_scientific_journal-12043	191	6	,	,	PUNCT
american_scientific_journal-12043	191	7	3913–3929	3913–3929	NUM
american_scientific_journal-12043	191	8	.	.	PUNCT
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american_scientific_journal-12043	193	3	]	]	SYM
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american_scientific_journal-12043	193	5	,	,	PUNCT
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american_scientific_journal-12043	193	7	,	,	PUNCT
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american_scientific_journal-12043	193	9	,	,	PUNCT
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american_scientific_journal-12043	193	11	,	,	PUNCT
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american_scientific_journal-12043	193	13	,	,	PUNCT
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american_scientific_journal-12043	193	16	,	,	PUNCT
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american_scientific_journal-12043	193	18	,	,	PUNCT
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american_scientific_journal-12043	193	20	v.	v.	PROPN
american_scientific_journal-12043	193	21	,	,	PUNCT
american_scientific_journal-12043	193	22	&	&	CCONJ
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american_scientific_journal-12043	193	24	,	,	PUNCT
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american_scientific_journal-12043	193	26	(	(	PUNCT
american_scientific_journal-12043	193	27	2025	2025	NUM
american_scientific_journal-12043	193	28	)	)	PUNCT
american_scientific_journal-12043	193	29	.	.	PUNCT
american_scientific_journal-12043	194	1	a	a	DET
american_scientific_journal-12043	194	2	review	review	NOUN
american_scientific_journal-12043	194	3	on	on	ADP
american_scientific_journal-12043	194	4	integrating	integrate	VERB
american_scientific_journal-12043	194	5	smart	smart	ADJ
american_scientific_journal-12043	194	6	aquifer	aquifer	NOUN
american_scientific_journal-12043	194	7	recharge	recharge	VERB
american_scientific_journal-12043	194	8	systems	system	NOUN
american_scientific_journal-12043	194	9	into	into	ADP
american_scientific_journal-12043	194	10	urban	urban	ADJ
american_scientific_journal-12043	194	11	road	road	NOUN
american_scientific_journal-12043	194	12	networks	network	NOUN
american_scientific_journal-12043	194	13	:	:	PUNCT
american_scientific_journal-12043	194	14	a	a	DET
american_scientific_journal-12043	194	15	sustainable	sustainable	ADJ
american_scientific_journal-12043	194	16	approach	approach	NOUN
american_scientific_journal-12043	194	17	to	to	ADP
american_scientific_journal-12043	194	18	water	water	NOUN
american_scientific_journal-12043	194	19	management	management	NOUN
american_scientific_journal-12043	194	20	and	and	CCONJ
american_scientific_journal-12043	194	21	urban	urban	ADJ
american_scientific_journal-12043	194	22	resilience	resilience	NOUN
american_scientific_journal-12043	194	23	.	.	PUNCT
american_scientific_journal-12043	195	1	journal	journal	NOUN
american_scientific_journal-12043	195	2	of	of	ADP
american_scientific_journal-12043	195	3	water	water	NOUN
american_scientific_journal-12043	195	4	resources	resource	NOUN
american_scientific_journal-12043	195	5	and	and	CCONJ
american_scientific_journal-12043	195	6	pollution	pollution	NOUN
american_scientific_journal-12043	195	7	studies	study	NOUN
american_scientific_journal-12043	195	8	.	.	PUNCT
american_scientific_journal-12043	196	1	https://doi.org/10.46610/jowrps.2025.v010i01.001	https://doi.org/10.46610/jowrps.2025.v010i01.001	PRON
american_scientific_journal-12043	196	2	[	[	X
american_scientific_journal-12043	196	3	10	10	NUM
american_scientific_journal-12043	196	4	]	]	X
american_scientific_journal-12043	196	5	benedikt	benedikt	NOUN
american_scientific_journal-12043	196	6	kirpes	kirpes	PROPN
american_scientific_journal-12043	196	7	*	*	PROPN
american_scientific_journal-12043	196	8	,	,	PUNCT
american_scientific_journal-12043	196	9	esther	esther	PROPN
american_scientific_journal-12043	196	10	mengelkamp	mengelkamp	PROPN
american_scientific_journal-12043	196	11	,	,	PUNCT
american_scientific_journal-12043	196	12	georg	georg	NOUN
american_scientific_journal-12043	196	13	schaal	schaal	PROPN
american_scientific_journal-12043	196	14	,	,	PUNCT
american_scientific_journal-12043	196	15	and	and	CCONJ
american_scientific_journal-12043	196	16	christof	christof	NOUN
american_scientific_journal-12043	196	17	weinhardt	weinhardt	ADJ
american_scientific_journal-12043	196	18	(	(	PUNCT
american_scientific_journal-12043	196	19	2019	2019	NUM
american_scientific_journal-12043	196	20	)	)	PUNCT
american_scientific_journal-12043	196	21	.	.	PUNCT
american_scientific_journal-12043	197	1	design	design	NOUN
american_scientific_journal-12043	197	2	of	of	ADP
american_scientific_journal-12043	197	3	a	a	DET
american_scientific_journal-12043	197	4	microgrid	microgrid	ADJ
american_scientific_journal-12043	197	5	local	local	ADJ
american_scientific_journal-12043	197	6	energy	energy	NOUN
american_scientific_journal-12043	197	7	market	market	NOUN
american_scientific_journal-12043	197	8	on	on	ADP
american_scientific_journal-12043	197	9	a	a	DET
american_scientific_journal-12043	197	10	blockchain	blockchain	NOUN
american_scientific_journal-12043	197	11	-	-	PUNCT
american_scientific_journal-12043	197	12	based	base	VERB
american_scientific_journal-12043	197	13	information	information	NOUN
american_scientific_journal-12043	197	14	system	system	NOUN
american_scientific_journal-12043	197	15	.	.	PUNCT
american_scientific_journal-12043	198	1	https://doi.org/10.1515/itit-2019-0012	https://doi.org/10.1515/itit-2019-0012	PROPN
american_scientific_journal-12043	199	1	[	[	X
american_scientific_journal-12043	199	2	11	11	NUM
american_scientific_journal-12043	199	3	]	]	X
american_scientific_journal-12043	199	4	kouhizadeh	kouhizadeh	PROPN
american_scientific_journal-12043	199	5	,	,	PUNCT
american_scientific_journal-12043	199	6	m.	m.	NOUN
american_scientific_journal-12043	199	7	,	,	PUNCT
american_scientific_journal-12043	199	8	&	&	CCONJ
american_scientific_journal-12043	199	9	sarkis	sarkis	PROPN
american_scientific_journal-12043	199	10	,	,	PUNCT
american_scientific_journal-12043	199	11	j.	j.	PROPN
american_scientific_journal-12043	199	12	(	(	PUNCT
american_scientific_journal-12043	199	13	2018	2018	NUM
american_scientific_journal-12043	199	14	)	)	PUNCT
american_scientific_journal-12043	199	15	.	.	PUNCT
american_scientific_journal-12043	200	1	blockchain	blockchain	PROPN
american_scientific_journal-12043	200	2	practices	practice	NOUN
american_scientific_journal-12043	200	3	,	,	PUNCT
american_scientific_journal-12043	200	4	potentials	potential	NOUN
american_scientific_journal-12043	200	5	,	,	PUNCT
american_scientific_journal-12043	200	6	and	and	CCONJ
american_scientific_journal-12043	200	7	perspectives	perspective	NOUN
american_scientific_journal-12043	200	8	in	in	ADP
american_scientific_journal-12043	200	9	greening	green	VERB
american_scientific_journal-12043	200	10	supply	supply	NOUN
american_scientific_journal-12043	200	11	chains	chain	NOUN
american_scientific_journal-12043	200	12	.	.	PUNCT
american_scientific_journal-12043	201	1	sustainability	sustainability	NOUN
american_scientific_journal-12043	201	2	,	,	PUNCT
american_scientific_journal-12043	201	3	10(10	10(10	NUM
american_scientific_journal-12043	201	4	)	)	PUNCT
american_scientific_journal-12043	201	5	,	,	PUNCT
american_scientific_journal-12043	201	6	3652	3652	NUM
american_scientific_journal-12043	201	7	.	.	PUNCT
american_scientific_journal-12043	202	1	[	[	X
american_scientific_journal-12043	202	2	12	12	NUM
american_scientific_journal-12043	202	3	]	]	PUNCT
american_scientific_journal-12043	202	4	andoni	andoni	ADJ
american_scientific_journal-12043	202	5	,	,	PUNCT
american_scientific_journal-12043	202	6	m.	m.	NOUN
american_scientific_journal-12043	202	7	,	,	PUNCT
american_scientific_journal-12043	202	8	robu	robu	VERB
american_scientific_journal-12043	202	9	,	,	PUNCT
american_scientific_journal-12043	202	10	v.	v.	PROPN
american_scientific_journal-12043	202	11	,	,	PUNCT
american_scientific_journal-12043	202	12	flynn	flynn	PROPN
american_scientific_journal-12043	202	13	,	,	PUNCT
american_scientific_journal-12043	202	14	d.	d.	PROPN
american_scientific_journal-12043	202	15	,	,	PUNCT
american_scientific_journal-12043	202	16	abram	abram	PROPN
american_scientific_journal-12043	202	17	,	,	PUNCT
american_scientific_journal-12043	202	18	s.	s.	PROPN
american_scientific_journal-12043	202	19	,	,	PUNCT
american_scientific_journal-12043	202	20	geach	geach	NOUN
american_scientific_journal-12043	202	21	,	,	PUNCT
american_scientific_journal-12043	202	22	d.	d.	PROPN
american_scientific_journal-12043	202	23	,	,	PUNCT
american_scientific_journal-12043	202	24	jenkins	jenkins	PROPN
american_scientific_journal-12043	202	25	,	,	PUNCT
american_scientific_journal-12043	202	26	d.	d.	PROPN
american_scientific_journal-12043	202	27	,	,	PUNCT
american_scientific_journal-12043	202	28	mccallum	mccallum	PROPN
american_scientific_journal-12043	202	29	,	,	PUNCT
american_scientific_journal-12043	202	30	p.	p.	NOUN
american_scientific_journal-12043	202	31	,	,	PUNCT
american_scientific_journal-12043	202	32	&	&	CCONJ
american_scientific_journal-12043	202	33	peacock	peacock	NOUN
american_scientific_journal-12043	202	34	,	,	PUNCT
american_scientific_journal-12043	202	35	a.	a.	NOUN
american_scientific_journal-12043	202	36	(	(	PUNCT
american_scientific_journal-12043	202	37	2019	2019	NUM
american_scientific_journal-12043	202	38	)	)	PUNCT
american_scientific_journal-12043	202	39	.	.	PUNCT
american_scientific_journal-12043	203	1	blockchain	blockchain	PROPN
american_scientific_journal-12043	203	2	technology	technology	PROPN
american_scientific_journal-12043	203	3	in	in	ADP
american_scientific_journal-12043	203	4	the	the	DET
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american_scientific_journal-12043	203	6	sector	sector	NOUN
american_scientific_journal-12043	203	7	:	:	PUNCT
american_scientific_journal-12043	203	8	a	a	DET
american_scientific_journal-12043	203	9	systematic	systematic	ADJ
american_scientific_journal-12043	203	10	review	review	NOUN
american_scientific_journal-12043	203	11	of	of	ADP
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american_scientific_journal-12043	203	13	-	-	PUNCT
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american_scientific_journal-12043	203	17	.	.	PUNCT
american_scientific_journal-12043	204	1	renewable	renewable	ADJ
american_scientific_journal-12043	204	2	and	and	CCONJ
american_scientific_journal-12043	204	3	sustainable	sustainable	ADJ
american_scientific_journal-12043	204	4	energy	energy	NOUN
american_scientific_journal-12043	204	5	reviews	review	NOUN
american_scientific_journal-12043	204	6	,	,	PUNCT
american_scientific_journal-12043	204	7	100	100	NUM
american_scientific_journal-12043	204	8	,	,	PUNCT
american_scientific_journal-12043	204	9	143–174	143–174	NUM
american_scientific_journal-12043	204	10	.	.	PUNCT
american_scientific_journal-12043	204	11	https://doi.org/10.1016/j.rser.2018.10.014	https://doi.org/10.1016/j.rser.2018.10.014	NOUN
american_scientific_journal-12043	204	12	.	.	PUNCT
american_scientific_journal-12043	205	1	[	[	X
american_scientific_journal-12043	205	2	13	13	NUM
american_scientific_journal-12043	205	3	]	]	X
american_scientific_journal-12043	205	4	naji	naji	PROPN
american_scientific_journal-12043	205	5	alhasnawi	alhasnawi	PROPN
american_scientific_journal-12043	205	6	,	,	PUNCT
american_scientific_journal-12043	205	7	b.	b.	PROPN
american_scientific_journal-12043	205	8	,	,	PUNCT
american_scientific_journal-12043	205	9	et	et	PROPN
american_scientific_journal-12043	205	10	al	al	PROPN
american_scientific_journal-12043	205	11	.	.	PUNCT
american_scientific_journal-12043	206	1	(	(	PUNCT
american_scientific_journal-12043	206	2	2024	2024	NUM
american_scientific_journal-12043	206	3	)	)	PUNCT
american_scientific_journal-12043	206	4	.	.	PUNCT
american_scientific_journal-12043	207	1	a	a	DET
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american_scientific_journal-12043	207	5	optimization	optimization	NOUN
american_scientific_journal-12043	207	6	in	in	ADP
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american_scientific_journal-12043	207	8	urban	urban	ADJ
american_scientific_journal-12043	207	9	buildings	building	NOUN
american_scientific_journal-12043	207	10	based	base	VERB
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american_scientific_journal-12043	207	16	.	.	PUNCT
american_scientific_journal-12043	208	1	energy	energy	NOUN
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american_scientific_journal-12043	208	3	reviews	review	NOUN
american_scientific_journal-12043	208	4	,	,	PUNCT
american_scientific_journal-12043	208	5	54	54	NUM
american_scientific_journal-12043	208	6	,	,	PUNCT
american_scientific_journal-12043	208	7	101461	101461	NUM
american_scientific_journal-12043	208	8	.	.	PUNCT
american_scientific_journal-12043	209	1	https://doi.org/10.1016/j.esr.2024.101461	https://doi.org/10.1016/j.esr.2024.101461	PROPN
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american_scientific_journal-12043	210	2	14	14	NUM
american_scientific_journal-12043	210	3	]	]	X
american_scientific_journal-12043	210	4	alhussan	alhussan	PROPN
american_scientific_journal-12043	210	5	,	,	PUNCT
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american_scientific_journal-12043	210	7	a.	a.	PROPN
american_scientific_journal-12043	210	8	,	,	PUNCT
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american_scientific_journal-12043	210	10	-	-	PUNCT
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american_scientific_journal-12043	210	12	,	,	PUNCT
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american_scientific_journal-12043	210	15	,	,	PUNCT
american_scientific_journal-12043	210	16	&	&	CCONJ
american_scientific_journal-12043	210	17	rezk	rezk	PROPN
american_scientific_journal-12043	210	18	,	,	PUNCT
american_scientific_journal-12043	210	19	h.	h.	PROPN
american_scientific_journal-12043	210	20	(	(	PUNCT
american_scientific_journal-12043	210	21	2024	2024	NUM
american_scientific_journal-12043	210	22	)	)	PUNCT
american_scientific_journal-12043	210	23	.	.	PUNCT
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american_scientific_journal-12043	211	2	energy	energy	NOUN
american_scientific_journal-12043	211	3	management	management	NOUN
american_scientific_journal-12043	211	4	system	system	NOUN
american_scientific_journal-12043	211	5	for	for	ADP
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american_scientific_journal-12043	211	7	cities	city	NOUN
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american_scientific_journal-12043	211	12	systems	system	NOUN
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american_scientific_journal-12043	211	17	neural	neural	ADJ
american_scientific_journal-12043	211	18	network	network	NOUN
american_scientific_journal-12043	211	19	and	and	CCONJ
american_scientific_journal-12043	211	20	heap	heap	NOUN
american_scientific_journal-12043	211	21	-	-	PUNCT
american_scientific_journal-12043	211	22	based	base	VERB
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american_scientific_journal-12043	211	24	.	.	PUNCT
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american_scientific_journal-12043	212	3	reviews	review	NOUN
american_scientific_journal-12043	212	4	,	,	PUNCT
american_scientific_journal-12043	212	5	53	53	NUM
american_scientific_journal-12043	212	6	,	,	PUNCT
american_scientific_journal-12043	212	7	101351	101351	NUM
american_scientific_journal-12043	212	8	.	.	PUNCT
american_scientific_journal-12043	213	1	https://doi.org/10.1016/j.esr.2024.101351	https://doi.org/10.1016/j.esr.2024.101351	PROPN
american_scientific_journal-12043	213	2	.	.	PUNCT
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american_scientific_journal-12043	214	2	15	15	NUM
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american_scientific_journal-12043	214	4	janusz	janusz	PROPN
american_scientific_journal-12043	214	5	j.	j.	PROPN
american_scientific_journal-12043	214	6	sikorski1	sikorski1	PROPN
american_scientific_journal-12043	214	7	,	,	PUNCT
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american_scientific_journal-12043	214	9	haughton1	haughton1	PROPN
american_scientific_journal-12043	214	10	,	,	PUNCT
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american_scientific_journal-12043	214	13	(	(	PUNCT
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american_scientific_journal-12043	214	15	)	)	PUNCT
american_scientific_journal-12043	214	16	.	.	PUNCT
american_scientific_journal-12043	215	1	blockchain	blockchain	PROPN
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american_scientific_journal-12043	215	7	:	:	PUNCT
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american_scientific_journal-12043	215	9	-	-	PUNCT
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american_scientific_journal-12043	215	11	-	-	PUNCT
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american_scientific_journal-12043	215	14	market	market	NOUN
american_scientific_journal-12043	215	15	.	.	PUNCT
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american_scientific_journal-12043	216	7	.	.	PUNCT
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american_scientific_journal-12043	217	2	16	16	NUM
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american_scientific_journal-12043	217	5	,	,	PUNCT
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american_scientific_journal-12043	217	7	a.	a.	PROPN
american_scientific_journal-12043	217	8	,	,	PUNCT
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american_scientific_journal-12043	217	10	,	,	PUNCT
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american_scientific_journal-12043	217	12	,	,	PUNCT
american_scientific_journal-12043	217	13	&	&	CCONJ
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american_scientific_journal-12043	217	15	,	,	PUNCT
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american_scientific_journal-12043	217	17	a.	a.	PROPN
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american_scientific_journal-12043	217	22	.	.	PUNCT
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american_scientific_journal-12043	218	14	.	.	PUNCT
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american_scientific_journal-12043	219	10	(	(	PUNCT
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american_scientific_journal-12043	219	13	(	(	PUNCT
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american_scientific_journal-12043	219	15	.	.	PUNCT
american_scientific_journal-12043	219	16	1–6	1–6	NUM
american_scientific_journal-12043	219	17	)	)	PUNCT
american_scientific_journal-12043	219	18	.	.	PUNCT
american_scientific_journal-12043	220	1	ieee	ieee	PROPN
american_scientific_journal-12043	220	2	.	.	PUNCT
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american_scientific_journal-12043	222	3	]	]	PUNCT
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american_scientific_journal-12043	222	5	,	,	PUNCT
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american_scientific_journal-12043	222	8	,	,	PUNCT
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american_scientific_journal-12043	222	10	,	,	PUNCT
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american_scientific_journal-12043	222	14	,	,	PUNCT
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american_scientific_journal-12043	222	17	,	,	PUNCT
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american_scientific_journal-12043	223	13	-	-	PUNCT
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american_scientific_journal-12043	224	3	25th	25th	NOUN
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american_scientific_journal-12043	224	10	(	(	PUNCT
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american_scientific_journal-12043	224	15	.	.	PUNCT
american_scientific_journal-12043	224	16	1–6	1–6	NUM
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american_scientific_journal-12043	225	1	ieee	ieee	PROPN
american_scientific_journal-12043	225	2	.	.	PROPN
american_scientific_journal-12043	225	3	https://doi.org/10.1109/mepcon63025.2024.10850154	https://doi.org/10.1109/mepcon63025.2024.10850154	PROPN
american_scientific_journal-12043	225	4	.	.	PUNCT
american_scientific_journal-12043	226	1	https://doi.org/10.1007/s00202-024-02699-9	https://doi.org/10.1007/s00202-024-02699-9	NUM
american_scientific_journal-12043	226	2	https://doi.org/10.1007/s00202-024-02699-9	https://doi.org/10.1007/s00202-024-02699-9	NUM
american_scientific_journal-12043	227	1	https://doi.org/10.46610/jowrps.2025.v010i01.001	https://doi.org/10.46610/jowrps.2025.v010i01.001	PROPN
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american_scientific_journal-12043	227	6	https://doi.org/10.1109/mepcon63025.2024.10850154	https://doi.org/10.1109/mepcon63025.2024.10850154	VERB
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american_scientific_journal-12043	227	11	journal	journal	NOUN
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american_scientific_journal-12043	227	14	,	,	PUNCT
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american_scientific_journal-12043	227	16	,	,	PUNCT
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american_scientific_journal-12043	227	27	,	,	PUNCT
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american_scientific_journal-12043	227	30	-	-	SYM
american_scientific_journal-12043	227	31	205	205	NUM
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american_scientific_journal-12043	227	44	mohd	mohd	PROPN
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american_scientific_journal-12043	227	46	,	,	PUNCT
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american_scientific_journal-12043	228	6	.	.	PUNCT
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american_scientific_journal-12043	229	2	-	-	PUNCT
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american_scientific_journal-12043	229	5	for	for	ADP
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american_scientific_journal-12043	229	9	:	:	PUNCT
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american_scientific_journal-12043	229	13	.	.	PUNCT
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american_scientific_journal-12043	230	4	systems	system	NOUN
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american_scientific_journal-12043	230	8	.	.	PUNCT
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american_scientific_journal-12043	231	2	.	.	PUNCT
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american_scientific_journal-12043	232	3	]	]	PUNCT
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american_scientific_journal-12043	232	5	,	,	PUNCT
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american_scientific_journal-12043	232	7	,	,	PUNCT
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american_scientific_journal-12043	232	9	,	,	PUNCT
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american_scientific_journal-12043	232	11	,	,	PUNCT
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american_scientific_journal-12043	232	13	,	,	PUNCT
american_scientific_journal-12043	232	14	m.	m.	NOUN
american_scientific_journal-12043	232	15	,	,	PUNCT
american_scientific_journal-12043	232	16	&	&	CCONJ
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american_scientific_journal-12043	232	18	,	,	PUNCT
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american_scientific_journal-12043	232	23	.	.	PUNCT
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american_scientific_journal-12043	233	4	for	for	ADP
american_scientific_journal-12043	233	5	energy	energy	NOUN
american_scientific_journal-12043	233	6	system	system	NOUN
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american_scientific_journal-12043	233	8	:	:	PUNCT
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american_scientific_journal-12043	233	12	.	.	PUNCT
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american_scientific_journal-12043	234	3	,	,	PUNCT
american_scientific_journal-12043	234	4	213	213	NUM
american_scientific_journal-12043	234	5	,	,	PUNCT
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american_scientific_journal-12043	234	7	.	.	PUNCT
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american_scientific_journal-12043	234	10	20	20	NUM
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american_scientific_journal-12043	234	13	.	.	PUNCT
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american_scientific_journal-12043	236	9	.	.	PUNCT
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american_scientific_journal-12043	237	4	.	.	PUNCT
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american_scientific_journal-12043	239	4	wikipedia	wikipedia	PROPN
american_scientific_journal-12043	239	5	contributors	contributors	PROPN
american_scientific_journal-12043	239	6	.	.	PUNCT
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american_scientific_journal-12043	240	3	,	,	PUNCT
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american_scientific_journal-12043	241	2	.	.	PUNCT
american_scientific_journal-12043	242	1	in	in	ADP
american_scientific_journal-12043	242	2	wikipedia	wikipedia	PROPN
american_scientific_journal-12043	242	3	.	.	PUNCT
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american_scientific_journal-12043	244	4	wikipedia	wikipedia	PROPN
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american_scientific_journal-12043	244	6	.	.	PUNCT
american_scientific_journal-12043	245	1	(	(	PUNCT
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american_scientific_journal-12043	245	3	,	,	PUNCT
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american_scientific_journal-12043	245	5	21	21	NUM
american_scientific_journal-12043	245	6	)	)	PUNCT
american_scientific_journal-12043	245	7	.	.	PUNCT
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american_scientific_journal-12043	246	5	.	.	PUNCT
american_scientific_journal-12043	247	1	in	in	ADP
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american_scientific_journal-12043	247	3	.	.	PUNCT
american_scientific_journal-12043	248	1	https://en.wikipedia.org/wiki/building-integrated_photovoltaics	https://en.wikipedia.org/wiki/building-integrated_photovoltaics	PROPN
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american_scientific_journal-12043	248	4	https://nenpower.com/blog/the-challenges-of-integrating-pv-into-existing-infrastructure?utm_source=chatgpt.com	https://nenpower.com/blog/the-challenges-of-integrating-pv-into-existing-infrastructure?utm_source=chatgpt.com	PROPN
american_scientific_journal-12043	248	5	https://en.wikipedia.org/wiki/agrivoltaics?utm_source=chatgpt.com	https://en.wikipedia.org/wiki/agrivoltaics?utm_source=chatgpt.com	PROPN
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