id	sid	tid	token	lemma	pos
ajst-27308	1	1	academic	academic	ADJ
ajst-27308	1	2	journal	journal	NOUN
ajst-27308	1	3	of	of	ADP
ajst-27308	1	4	science	science	NOUN
ajst-27308	1	5	and	and	CCONJ
ajst-27308	1	6	technology	technology	NOUN
ajst-27308	1	7	issn	issn	NOUN
ajst-27308	1	8	:	:	PUNCT
ajst-27308	1	9	2771	2771	NUM
ajst-27308	1	10	-	-	SYM
ajst-27308	1	11	3032	3032	NUM
ajst-27308	1	12	|	|	NOUN
ajst-27308	1	13	vol	vol	NOUN
ajst-27308	1	14	.	.	PROPN
ajst-27308	1	15	13	13	NUM
ajst-27308	1	16	,	,	PUNCT
ajst-27308	1	17	no	no	INTJ
ajst-27308	1	18	.	.	NOUN
ajst-27308	1	19	2	2	NUM
ajst-27308	1	20	,	,	PUNCT
ajst-27308	1	21	2024	2024	NUM
ajst-27308	1	22	39	39	NUM
ajst-27308	1	23	overview	overview	NOUN
ajst-27308	1	24	of	of	ADP
ajst-27308	1	25	microgrids	microgrid	NOUN
ajst-27308	1	26	and	and	CCONJ
ajst-27308	1	27	blockchain	blockchain	PROPN
ajst-27308	1	28	technology	technology	PROPN
ajst-27308	1	29	changxuan	changxuan	PROPN
ajst-27308	1	30	liu1	liu1	PROPN
ajst-27308	1	31	,	,	PUNCT
ajst-27308	1	32	a	a	DET
ajst-27308	1	33	1naval	1naval	NUM
ajst-27308	1	34	architecture	architecture	NOUN
ajst-27308	1	35	and	and	CCONJ
ajst-27308	1	36	ocean	ocean	NOUN
ajst-27308	1	37	engineering	engineering	PROPN
ajst-27308	1	38	college	college	PROPN
ajst-27308	1	39	,	,	PUNCT
ajst-27308	1	40	dalian	dalian	PROPN
ajst-27308	1	41	maritime	maritime	PROPN
ajst-27308	1	42	university	university	PROPN
ajst-27308	1	43	,	,	PUNCT
ajst-27308	1	44	dalian	dalian	PROPN
ajst-27308	1	45	,	,	PUNCT
ajst-27308	1	46	116026	116026	NUM
ajst-27308	1	47	,	,	PUNCT
ajst-27308	1	48	china	china	PROPN
ajst-27308	1	49	aculliverezek13301@gmail.com	aculliverezek13301@gmail.com	PROPN
ajst-27308	2	1	abstract	abstract	PROPN
ajst-27308	2	2	:	:	PUNCT
ajst-27308	2	3	this	this	DET
ajst-27308	2	4	paper	paper	NOUN
ajst-27308	2	5	addresses	address	VERB
ajst-27308	2	6	the	the	DET
ajst-27308	2	7	vital	vital	ADJ
ajst-27308	2	8	role	role	NOUN
ajst-27308	2	9	of	of	ADP
ajst-27308	2	10	microgrids	microgrid	NOUN
ajst-27308	2	11	in	in	ADP
ajst-27308	2	12	the	the	DET
ajst-27308	2	13	efficient	efficient	ADJ
ajst-27308	2	14	utilization	utilization	NOUN
ajst-27308	2	15	of	of	ADP
ajst-27308	2	16	renewable	renewable	ADJ
ajst-27308	2	17	energy	energy	NOUN
ajst-27308	2	18	within	within	ADP
ajst-27308	2	19	the	the	DET
ajst-27308	2	20	context	context	NOUN
ajst-27308	2	21	of	of	ADP
ajst-27308	2	22	the	the	DET
ajst-27308	2	23	evolving	evolve	VERB
ajst-27308	2	24	energy	energy	NOUN
ajst-27308	2	25	internet	internet	NOUN
ajst-27308	2	26	and	and	CCONJ
ajst-27308	2	27	electricity	electricity	NOUN
ajst-27308	2	28	market	market	NOUN
ajst-27308	2	29	reforms	reform	NOUN
ajst-27308	2	30	.	.	PUNCT
ajst-27308	3	1	in	in	ADP
ajst-27308	3	2	this	this	DET
ajst-27308	3	3	work	work	NOUN
ajst-27308	3	4	,	,	PUNCT
ajst-27308	3	5	we	we	PRON
ajst-27308	3	6	review	review	VERB
ajst-27308	3	7	the	the	DET
ajst-27308	3	8	fundamental	fundamental	ADJ
ajst-27308	3	9	concepts	concept	NOUN
ajst-27308	3	10	of	of	ADP
ajst-27308	3	11	microgrids	microgrid	NOUN
ajst-27308	3	12	,	,	PUNCT
ajst-27308	3	13	their	their	PRON
ajst-27308	3	14	historical	historical	ADJ
ajst-27308	3	15	progression	progression	NOUN
ajst-27308	3	16	,	,	PUNCT
ajst-27308	3	17	energy	energy	NOUN
ajst-27308	3	18	storage	storage	NOUN
ajst-27308	3	19	technologies	technology	NOUN
ajst-27308	3	20	,	,	PUNCT
ajst-27308	3	21	and	and	CCONJ
ajst-27308	3	22	advanced	advanced	ADJ
ajst-27308	3	23	control	control	NOUN
ajst-27308	3	24	and	and	CCONJ
ajst-27308	3	25	scheduling	scheduling	NOUN
ajst-27308	3	26	techniques	technique	NOUN
ajst-27308	3	27	.	.	PUNCT
ajst-27308	4	1	we	we	PRON
ajst-27308	4	2	focus	focus	VERB
ajst-27308	4	3	on	on	ADP
ajst-27308	4	4	the	the	DET
ajst-27308	4	5	benefits	benefit	NOUN
ajst-27308	4	6	of	of	ADP
ajst-27308	4	7	flexible	flexible	ADJ
ajst-27308	4	8	interconnection	interconnection	NOUN
ajst-27308	4	9	in	in	ADP
ajst-27308	4	10	hybrid	hybrid	ADJ
ajst-27308	4	11	ac	ac	PROPN
ajst-27308	4	12	/	/	SYM
ajst-27308	4	13	dc	dc	PROPN
ajst-27308	4	14	microgrids	microgrid	NOUN
ajst-27308	4	15	and	and	CCONJ
ajst-27308	4	16	propose	propose	VERB
ajst-27308	4	17	a	a	DET
ajst-27308	4	18	decentralized	decentralized	ADJ
ajst-27308	4	19	energy	energy	NOUN
ajst-27308	4	20	trading	trading	NOUN
ajst-27308	4	21	system	system	NOUN
ajst-27308	4	22	utilizing	utilize	VERB
ajst-27308	4	23	blockchain	blockchain	PROPN
ajst-27308	4	24	technology	technology	PROPN
ajst-27308	4	25	.	.	PUNCT
ajst-27308	5	1	our	our	PRON
ajst-27308	5	2	findings	finding	NOUN
ajst-27308	5	3	demonstrate	demonstrate	VERB
ajst-27308	5	4	that	that	SCONJ
ajst-27308	5	5	implementing	implement	VERB
ajst-27308	5	6	blockchain	blockchain	PROPN
ajst-27308	5	7	not	not	PART
ajst-27308	5	8	only	only	ADV
ajst-27308	5	9	enhances	enhance	VERB
ajst-27308	5	10	trading	trading	NOUN
ajst-27308	5	11	efficiency	efficiency	NOUN
ajst-27308	5	12	and	and	CCONJ
ajst-27308	5	13	reduces	reduce	VERB
ajst-27308	5	14	costs	cost	NOUN
ajst-27308	5	15	but	but	CCONJ
ajst-27308	5	16	also	also	ADV
ajst-27308	5	17	facilitates	facilitate	VERB
ajst-27308	5	18	secure	secure	VERB
ajst-27308	5	19	peer	peer	NOUN
ajst-27308	5	20	-	-	PUNCT
ajst-27308	5	21	to	to	ADP
ajst-27308	5	22	-	-	PUNCT
ajst-27308	5	23	peer	peer	NOUN
ajst-27308	5	24	transactions	transaction	NOUN
ajst-27308	5	25	between	between	ADP
ajst-27308	5	26	consumers	consumer	NOUN
ajst-27308	5	27	and	and	CCONJ
ajst-27308	5	28	producers	producer	NOUN
ajst-27308	5	29	.	.	PUNCT
ajst-27308	6	1	this	this	DET
ajst-27308	6	2	innovative	innovative	ADJ
ajst-27308	6	3	approach	approach	NOUN
ajst-27308	6	4	resolves	resolve	VERB
ajst-27308	6	5	prevalent	prevalent	ADJ
ajst-27308	6	6	issues	issue	NOUN
ajst-27308	6	7	in	in	ADP
ajst-27308	6	8	traditional	traditional	ADJ
ajst-27308	6	9	energy	energy	NOUN
ajst-27308	6	10	trading	trading	NOUN
ajst-27308	6	11	frameworks	framework	NOUN
ajst-27308	6	12	and	and	CCONJ
ajst-27308	6	13	fosters	foster	VERB
ajst-27308	6	14	greater	great	ADJ
ajst-27308	6	15	market	market	NOUN
ajst-27308	6	16	dynamics	dynamic	NOUN
ajst-27308	6	17	.	.	PUNCT
ajst-27308	7	1	the	the	DET
ajst-27308	7	2	significance	significance	NOUN
ajst-27308	7	3	of	of	ADP
ajst-27308	7	4	this	this	DET
ajst-27308	7	5	research	research	NOUN
ajst-27308	7	6	lies	lie	VERB
ajst-27308	7	7	in	in	ADP
ajst-27308	7	8	its	its	PRON
ajst-27308	7	9	potential	potential	NOUN
ajst-27308	7	10	to	to	PART
ajst-27308	7	11	inform	inform	VERB
ajst-27308	7	12	the	the	DET
ajst-27308	7	13	commercialization	commercialization	NOUN
ajst-27308	7	14	and	and	CCONJ
ajst-27308	7	15	sustainable	sustainable	ADJ
ajst-27308	7	16	development	development	NOUN
ajst-27308	7	17	of	of	ADP
ajst-27308	7	18	microgrids	microgrid	NOUN
ajst-27308	7	19	,	,	PUNCT
ajst-27308	7	20	ultimately	ultimately	ADV
ajst-27308	7	21	promoting	promote	VERB
ajst-27308	7	22	optimal	optimal	ADJ
ajst-27308	7	23	allocation	allocation	NOUN
ajst-27308	7	24	and	and	CCONJ
ajst-27308	7	25	utilization	utilization	NOUN
ajst-27308	7	26	of	of	ADP
ajst-27308	7	27	energy	energy	NOUN
ajst-27308	7	28	resources	resource	NOUN
ajst-27308	7	29	.	.	PUNCT
ajst-27308	8	1	by	by	ADP
ajst-27308	8	2	providing	provide	VERB
ajst-27308	8	3	actionable	actionable	ADJ
ajst-27308	8	4	insights	insight	NOUN
ajst-27308	8	5	,	,	PUNCT
ajst-27308	8	6	this	this	DET
ajst-27308	8	7	work	work	NOUN
ajst-27308	8	8	contributes	contribute	VERB
ajst-27308	8	9	to	to	ADP
ajst-27308	8	10	advancing	advance	VERB
ajst-27308	8	11	the	the	DET
ajst-27308	8	12	field	field	NOUN
ajst-27308	8	13	of	of	ADP
ajst-27308	8	14	energy	energy	NOUN
ajst-27308	8	15	management	management	NOUN
ajst-27308	8	16	and	and	CCONJ
ajst-27308	8	17	supports	support	VERB
ajst-27308	8	18	the	the	DET
ajst-27308	8	19	transition	transition	NOUN
ajst-27308	8	20	towards	towards	ADP
ajst-27308	8	21	a	a	DET
ajst-27308	8	22	more	more	ADV
ajst-27308	8	23	resilient	resilient	ADJ
ajst-27308	8	24	and	and	CCONJ
ajst-27308	8	25	decentralized	decentralized	ADJ
ajst-27308	8	26	energy	energy	NOUN
ajst-27308	8	27	landscape	landscape	NOUN
ajst-27308	8	28	.	.	PUNCT
ajst-27308	9	1	keywords	keyword	NOUN
ajst-27308	9	2	:	:	PUNCT
ajst-27308	9	3	microgrid	microgrid	ADJ
ajst-27308	9	4	,	,	PUNCT
ajst-27308	9	5	smart	smart	ADJ
ajst-27308	9	6	grid	grid	NOUN
ajst-27308	9	7	,	,	PUNCT
ajst-27308	9	8	renewable	renewable	ADJ
ajst-27308	9	9	energy	energy	NOUN
ajst-27308	9	10	,	,	PUNCT
ajst-27308	9	11	blockchain	blockchain	NOUN
ajst-27308	9	12	.	.	PROPN
ajst-27308	10	1	1	1	NUM
ajst-27308	10	2	.	.	X
ajst-27308	10	3	introduction	introduction	NOUN
ajst-27308	10	4	with	with	ADP
ajst-27308	10	5	the	the	DET
ajst-27308	10	6	development	development	NOUN
ajst-27308	10	7	of	of	ADP
ajst-27308	10	8	energy	energy	NOUN
ajst-27308	10	9	internet	internet	NOUN
ajst-27308	10	10	,	,	PUNCT
ajst-27308	10	11	the	the	DET
ajst-27308	10	12	advancement	advancement	NOUN
ajst-27308	10	13	of	of	ADP
ajst-27308	10	14	electricity	electricity	NOUN
ajst-27308	10	15	market	market	NOUN
ajst-27308	10	16	reform	reform	NOUN
ajst-27308	10	17	,	,	PUNCT
ajst-27308	10	18	and	and	CCONJ
ajst-27308	10	19	the	the	DET
ajst-27308	10	20	widespread	widespread	ADJ
ajst-27308	10	21	adoption	adoption	NOUN
ajst-27308	10	22	of	of	ADP
ajst-27308	10	23	distributed	distribute	VERB
ajst-27308	10	24	generation	generation	NOUN
ajst-27308	10	25	and	and	CCONJ
ajst-27308	10	26	demand	demand	NOUN
ajst-27308	10	27	-	-	PUNCT
ajst-27308	10	28	side	side	NOUN
ajst-27308	10	29	responses	response	NOUN
ajst-27308	10	30	,	,	PUNCT
ajst-27308	10	31	a	a	DET
ajst-27308	10	32	large	large	ADJ
ajst-27308	10	33	number	number	NOUN
ajst-27308	10	34	of	of	ADP
ajst-27308	10	35	consumers	consumer	NOUN
ajst-27308	10	36	are	be	AUX
ajst-27308	10	37	transforming	transform	VERB
ajst-27308	10	38	into	into	ADP
ajst-27308	10	39	prosumers	prosumer	NOUN
ajst-27308	10	40	.	.	PUNCT
ajst-27308	11	1	to	to	PART
ajst-27308	11	2	achieve	achieve	VERB
ajst-27308	11	3	the	the	DET
ajst-27308	11	4	integration	integration	NOUN
ajst-27308	11	5	of	of	ADP
ajst-27308	11	6	renewable	renewable	ADJ
ajst-27308	11	7	energy	energy	NOUN
ajst-27308	11	8	and	and	CCONJ
ajst-27308	11	9	reduce	reduce	VERB
ajst-27308	11	10	energy	energy	NOUN
ajst-27308	11	11	losses	loss	NOUN
ajst-27308	11	12	,	,	PUNCT
ajst-27308	11	13	the	the	DET
ajst-27308	11	14	energy	energy	NOUN
ajst-27308	11	15	internet	internet	NOUN
ajst-27308	11	16	can	can	AUX
ajst-27308	11	17	offer	offer	VERB
ajst-27308	11	18	effective	effective	ADJ
ajst-27308	11	19	solutions	solution	NOUN
ajst-27308	11	20	.	.	PUNCT
ajst-27308	12	1	for	for	ADP
ajst-27308	12	2	instance	instance	NOUN
ajst-27308	12	3	,	,	PUNCT
ajst-27308	12	4	a	a	DET
ajst-27308	12	5	local	local	ADJ
ajst-27308	12	6	microgrid	microgrid	NOUN
ajst-27308	12	7	system	system	NOUN
ajst-27308	12	8	consisting	consist	VERB
ajst-27308	12	9	of	of	ADP
ajst-27308	12	10	multiple	multiple	ADJ
ajst-27308	12	11	microgrids	microgrid	NOUN
ajst-27308	12	12	is	be	AUX
ajst-27308	12	13	a	a	DET
ajst-27308	12	14	typical	typical	ADJ
ajst-27308	12	15	subnet	subnet	NOUN
ajst-27308	12	16	of	of	ADP
ajst-27308	12	17	the	the	DET
ajst-27308	12	18	energy	energy	NOUN
ajst-27308	12	19	internet	internet	NOUN
ajst-27308	12	20	.	.	PUNCT
ajst-27308	13	1	at	at	ADP
ajst-27308	13	2	the	the	DET
ajst-27308	13	3	same	same	ADJ
ajst-27308	13	4	time	time	NOUN
ajst-27308	13	5	,	,	PUNCT
ajst-27308	13	6	the	the	DET
ajst-27308	13	7	integration	integration	NOUN
ajst-27308	13	8	of	of	ADP
ajst-27308	13	9	numerous	numerous	ADJ
ajst-27308	13	10	independent	independent	ADJ
ajst-27308	13	11	decisionmaking	decisionmake	VERB
ajst-27308	13	12	producers	producer	NOUN
ajst-27308	13	13	and	and	CCONJ
ajst-27308	13	14	consumers	consumer	NOUN
ajst-27308	13	15	creates	create	VERB
ajst-27308	13	16	new	new	ADJ
ajst-27308	13	17	business	business	NOUN
ajst-27308	13	18	models	model	NOUN
ajst-27308	13	19	,	,	PUNCT
ajst-27308	13	20	providing	provide	VERB
ajst-27308	13	21	users	user	NOUN
ajst-27308	13	22	with	with	ADP
ajst-27308	13	23	more	more	ADJ
ajst-27308	13	24	options	option	NOUN
ajst-27308	13	25	but	but	CCONJ
ajst-27308	13	26	also	also	ADV
ajst-27308	13	27	introducing	introduce	VERB
ajst-27308	13	28	challenges	challenge	NOUN
ajst-27308	13	29	in	in	ADP
ajst-27308	13	30	transaction	transaction	NOUN
ajst-27308	13	31	management	management	NOUN
ajst-27308	13	32	.	.	PUNCT
ajst-27308	14	1	the	the	DET
ajst-27308	14	2	key	key	ADJ
ajst-27308	14	3	issue	issue	NOUN
ajst-27308	14	4	lies	lie	VERB
ajst-27308	14	5	in	in	ADP
ajst-27308	14	6	designing	design	VERB
ajst-27308	14	7	transaction	transaction	NOUN
ajst-27308	14	8	models	model	NOUN
ajst-27308	14	9	and	and	CCONJ
ajst-27308	14	10	methods	method	NOUN
ajst-27308	14	11	to	to	PART
ajst-27308	14	12	avoid	avoid	VERB
ajst-27308	14	13	inefficiencies	inefficiency	NOUN
ajst-27308	14	14	,	,	PUNCT
ajst-27308	14	15	lack	lack	NOUN
ajst-27308	14	16	of	of	ADP
ajst-27308	14	17	trust	trust	NOUN
ajst-27308	14	18	,	,	PUNCT
ajst-27308	14	19	and	and	CCONJ
ajst-27308	14	20	security	security	NOUN
ajst-27308	14	21	concerns	concern	NOUN
ajst-27308	14	22	.	.	PUNCT
ajst-27308	15	1	blockchain	blockchain	PROPN
ajst-27308	15	2	technology	technology	PROPN
ajst-27308	15	3	,	,	PUNCT
ajst-27308	15	4	with	with	ADP
ajst-27308	15	5	its	its	PRON
ajst-27308	15	6	decentralized	decentralize	VERB
ajst-27308	15	7	database	database	NOUN
ajst-27308	15	8	characteristics	characteristic	NOUN
ajst-27308	15	9	such	such	ADJ
ajst-27308	15	10	as	as	ADP
ajst-27308	15	11	decentralization	decentralization	NOUN
ajst-27308	15	12	,	,	PUNCT
ajst-27308	15	13	transparency	transparency	NOUN
ajst-27308	15	14	,	,	PUNCT
ajst-27308	15	15	immutability	immutability	NOUN
ajst-27308	15	16	,	,	PUNCT
ajst-27308	15	17	and	and	CCONJ
ajst-27308	15	18	anonymity	anonymity	NOUN
ajst-27308	15	19	,	,	PUNCT
ajst-27308	15	20	can	can	AUX
ajst-27308	15	21	effectively	effectively	ADV
ajst-27308	15	22	address	address	VERB
ajst-27308	15	23	these	these	DET
ajst-27308	15	24	issues	issue	NOUN
ajst-27308	15	25	.	.	PUNCT
ajst-27308	16	1	this	this	DET
ajst-27308	16	2	paper	paper	NOUN
ajst-27308	16	3	focuses	focus	VERB
ajst-27308	16	4	on	on	ADP
ajst-27308	16	5	reviewing	reviewing	NOUN
ajst-27308	16	6	microgrids	microgrid	NOUN
ajst-27308	16	7	,	,	PUNCT
ajst-27308	16	8	their	their	PRON
ajst-27308	16	9	important	important	ADJ
ajst-27308	16	10	technologies	technology	NOUN
ajst-27308	16	11	,	,	PUNCT
ajst-27308	16	12	and	and	CCONJ
ajst-27308	16	13	the	the	DET
ajst-27308	16	14	application	application	NOUN
ajst-27308	16	15	of	of	ADP
ajst-27308	16	16	blockchain	blockchain	PROPN
ajst-27308	16	17	technology	technology	PROPN
ajst-27308	16	18	in	in	ADP
ajst-27308	16	19	microgrids	microgrid	NOUN
ajst-27308	16	20	.	.	PUNCT
ajst-27308	17	1	2	2	X
ajst-27308	17	2	.	.	X
ajst-27308	17	3	overview	overview	NOUN
ajst-27308	17	4	of	of	ADP
ajst-27308	17	5	microgrid	microgrid	ADJ
ajst-27308	17	6	technology	technology	NOUN
ajst-27308	17	7	a	a	DET
ajst-27308	17	8	microgrid	microgrid	NOUN
ajst-27308	17	9	is	be	AUX
ajst-27308	17	10	a	a	DET
ajst-27308	17	11	small	small	ADJ
ajst-27308	17	12	-	-	PUNCT
ajst-27308	17	13	scale	scale	NOUN
ajst-27308	17	14	power	power	NOUN
ajst-27308	17	15	supply	supply	NOUN
ajst-27308	17	16	network	network	NOUN
ajst-27308	17	17	that	that	PRON
ajst-27308	17	18	achieves	achieve	VERB
ajst-27308	17	19	power	power	NOUN
ajst-27308	17	20	balance	balance	NOUN
ajst-27308	17	21	between	between	ADP
ajst-27308	17	22	distributed	distribute	VERB
ajst-27308	17	23	energy	energy	NOUN
ajst-27308	17	24	sources	source	NOUN
ajst-27308	17	25	and	and	CCONJ
ajst-27308	17	26	local	local	ADJ
ajst-27308	17	27	loads	load	NOUN
ajst-27308	17	28	through	through	ADP
ajst-27308	17	29	energy	energy	NOUN
ajst-27308	17	30	storage	storage	NOUN
ajst-27308	17	31	systems	system	NOUN
ajst-27308	17	32	and	and	CCONJ
ajst-27308	17	33	control	control	NOUN
ajst-27308	17	34	devices	device	NOUN
ajst-27308	17	35	.	.	PUNCT
ajst-27308	18	1	as	as	ADP
ajst-27308	18	2	a	a	DET
ajst-27308	18	3	crucial	crucial	ADJ
ajst-27308	18	4	component	component	NOUN
ajst-27308	18	5	of	of	ADP
ajst-27308	18	6	the	the	DET
ajst-27308	18	7	smart	smart	ADJ
ajst-27308	18	8	grid	grid	NOUN
ajst-27308	18	9	,	,	PUNCT
ajst-27308	18	10	a	a	DET
ajst-27308	18	11	microgrid	microgrid	NOUN
ajst-27308	18	12	consists	consist	VERB
ajst-27308	18	13	of	of	ADP
ajst-27308	18	14	distributed	distribute	VERB
ajst-27308	18	15	generation	generation	NOUN
ajst-27308	18	16	units	unit	NOUN
ajst-27308	18	17	,	,	PUNCT
ajst-27308	18	18	electrical	electrical	ADJ
ajst-27308	18	19	loads	load	NOUN
ajst-27308	18	20	,	,	PUNCT
ajst-27308	18	21	distribution	distribution	NOUN
ajst-27308	18	22	infrastructure	infrastructure	NOUN
ajst-27308	18	23	,	,	PUNCT
ajst-27308	18	24	and	and	CCONJ
ajst-27308	18	25	monitoring	monitoring	NOUN
ajst-27308	18	26	and	and	CCONJ
ajst-27308	18	27	protection	protection	NOUN
ajst-27308	18	28	systems	system	NOUN
ajst-27308	18	29	.	.	PUNCT
ajst-27308	19	1	it	it	PRON
ajst-27308	19	2	can	can	AUX
ajst-27308	19	3	operate	operate	VERB
ajst-27308	19	4	connected	connect	VERB
ajst-27308	19	5	to	to	ADP
ajst-27308	19	6	the	the	DET
ajst-27308	19	7	external	external	ADJ
ajst-27308	19	8	grid	grid	NOUN
ajst-27308	19	9	or	or	CCONJ
ajst-27308	19	10	independently	independently	ADV
ajst-27308	19	11	in	in	ADP
ajst-27308	19	12	an	an	DET
ajst-27308	19	13	isolated	isolated	ADJ
ajst-27308	19	14	mode	mode	NOUN
ajst-27308	19	15	.	.	PUNCT
ajst-27308	20	1	a	a	DET
ajst-27308	20	2	microgrid	microgrid	NOUN
ajst-27308	20	3	has	have	VERB
ajst-27308	20	4	complete	complete	ADJ
ajst-27308	20	5	generation	generation	NOUN
ajst-27308	20	6	and	and	CCONJ
ajst-27308	20	7	distribution	distribution	NOUN
ajst-27308	20	8	capabilities	capability	NOUN
ajst-27308	20	9	and	and	CCONJ
ajst-27308	20	10	is	be	AUX
ajst-27308	20	11	an	an	DET
ajst-27308	20	12	autonomous	autonomous	ADJ
ajst-27308	20	13	system	system	NOUN
ajst-27308	20	14	capable	capable	ADJ
ajst-27308	20	15	of	of	ADP
ajst-27308	20	16	self	self	NOUN
ajst-27308	20	17	-	-	PUNCT
ajst-27308	20	18	control	control	NOUN
ajst-27308	20	19	,	,	PUNCT
ajst-27308	20	20	self	self	NOUN
ajst-27308	20	21	-	-	PUNCT
ajst-27308	20	22	protection	protection	NOUN
ajst-27308	20	23	,	,	PUNCT
ajst-27308	20	24	and	and	CCONJ
ajst-27308	20	25	energy	energy	NOUN
ajst-27308	20	26	management	management	NOUN
ajst-27308	20	27	.	.	PUNCT
ajst-27308	21	1	2.1	2.1	NUM
ajst-27308	21	2	.	.	PUNCT
ajst-27308	21	3	advancements	advancement	NOUN
ajst-27308	21	4	in	in	ADP
ajst-27308	21	5	microgrid	microgrid	ADJ
ajst-27308	21	6	technology	technology	NOUN
ajst-27308	21	7	:	:	PUNCT
ajst-27308	21	8	with	with	ADP
ajst-27308	21	9	the	the	DET
ajst-27308	21	10	advancement	advancement	NOUN
ajst-27308	21	11	of	of	ADP
ajst-27308	21	12	renewable	renewable	ADJ
ajst-27308	21	13	energy	energy	NOUN
ajst-27308	21	14	technologies	technology	NOUN
ajst-27308	21	15	such	such	ADJ
ajst-27308	21	16	as	as	ADP
ajst-27308	21	17	wind	wind	NOUN
ajst-27308	21	18	and	and	CCONJ
ajst-27308	21	19	solar	solar	ADJ
ajst-27308	21	20	power	power	NOUN
ajst-27308	21	21	,	,	PUNCT
ajst-27308	21	22	microgrid	microgrid	NOUN
ajst-27308	21	23	systems	system	NOUN
ajst-27308	21	24	have	have	AUX
ajst-27308	21	25	begun	begin	VERB
ajst-27308	21	26	integrating	integrate	VERB
ajst-27308	21	27	more	more	ADJ
ajst-27308	21	28	distributed	distribute	VERB
ajst-27308	21	29	energy	energy	NOUN
ajst-27308	21	30	resources	resource	NOUN
ajst-27308	21	31	,	,	PUNCT
ajst-27308	21	32	becoming	become	VERB
ajst-27308	21	33	one	one	NUM
ajst-27308	21	34	of	of	ADP
ajst-27308	21	35	the	the	DET
ajst-27308	21	36	solutions	solution	NOUN
ajst-27308	21	37	for	for	ADP
ajst-27308	21	38	sustainable	sustainable	ADJ
ajst-27308	21	39	energy	energy	NOUN
ajst-27308	21	40	management	management	NOUN
ajst-27308	22	1	[	[	X
ajst-27308	22	2	1	1	NUM
ajst-27308	22	3	]	]	PUNCT
ajst-27308	22	4	.	.	PUNCT
ajst-27308	23	1	moreover	moreover	ADV
ajst-27308	23	2	,	,	PUNCT
ajst-27308	23	3	advancements	advancement	NOUN
ajst-27308	23	4	in	in	ADP
ajst-27308	23	5	energy	energy	NOUN
ajst-27308	23	6	storage	storage	NOUN
ajst-27308	23	7	technology	technology	NOUN
ajst-27308	23	8	have	have	AUX
ajst-27308	23	9	made	make	VERB
ajst-27308	23	10	microgrids	microgrid	NOUN
ajst-27308	23	11	more	more	ADV
ajst-27308	23	12	efficient	efficient	ADJ
ajst-27308	23	13	in	in	ADP
ajst-27308	23	14	power	power	NOUN
ajst-27308	23	15	storage	storage	NOUN
ajst-27308	23	16	and	and	CCONJ
ajst-27308	23	17	regulation	regulation	NOUN
ajst-27308	23	18	.	.	PUNCT
ajst-27308	24	1	the	the	DET
ajst-27308	24	2	development	development	NOUN
ajst-27308	24	3	of	of	ADP
ajst-27308	24	4	information	information	NOUN
ajst-27308	24	5	technology	technology	NOUN
ajst-27308	24	6	and	and	CCONJ
ajst-27308	24	7	computer	computer	NOUN
ajst-27308	24	8	control	control	NOUN
ajst-27308	24	9	technologies	technology	NOUN
ajst-27308	24	10	has	have	AUX
ajst-27308	24	11	further	far	ADV
ajst-27308	24	12	enhanced	enhance	VERB
ajst-27308	24	13	the	the	DET
ajst-27308	24	14	intelligence	intelligence	NOUN
ajst-27308	24	15	of	of	ADP
ajst-27308	24	16	microgrids	microgrid	NOUN
ajst-27308	24	17	.	.	PUNCT
ajst-27308	25	1	advances	advance	NOUN
ajst-27308	25	2	in	in	ADP
ajst-27308	25	3	automation	automation	NOUN
ajst-27308	25	4	control	control	NOUN
ajst-27308	25	5	,	,	PUNCT
ajst-27308	25	6	data	data	NOUN
ajst-27308	25	7	collection	collection	NOUN
ajst-27308	25	8	,	,	PUNCT
ajst-27308	25	9	and	and	CCONJ
ajst-27308	25	10	communication	communication	NOUN
ajst-27308	25	11	technologies	technology	NOUN
ajst-27308	25	12	enable	enable	VERB
ajst-27308	25	13	microgrids	microgrid	NOUN
ajst-27308	25	14	to	to	PART
ajst-27308	25	15	achieve	achieve	VERB
ajst-27308	25	16	more	more	ADV
ajst-27308	25	17	precise	precise	ADJ
ajst-27308	25	18	load	load	NOUN
ajst-27308	25	19	management	management	NOUN
ajst-27308	25	20	and	and	CCONJ
ajst-27308	25	21	power	power	NOUN
ajst-27308	25	22	scheduling	scheduling	NOUN
ajst-27308	25	23	.	.	PUNCT
ajst-27308	26	1	additionally	additionally	ADV
ajst-27308	26	2	,	,	PUNCT
ajst-27308	26	3	the	the	DET
ajst-27308	26	4	introduction	introduction	NOUN
ajst-27308	26	5	of	of	ADP
ajst-27308	26	6	smart	smart	ADJ
ajst-27308	26	7	grid	grid	NOUN
ajst-27308	26	8	technology	technology	NOUN
ajst-27308	26	9	allows	allow	VERB
ajst-27308	26	10	microgrids	microgrid	NOUN
ajst-27308	26	11	to	to	PART
ajst-27308	26	12	perform	perform	VERB
ajst-27308	26	13	more	more	ADJ
ajst-27308	26	14	complex	complex	ADJ
ajst-27308	26	15	control	control	NOUN
ajst-27308	26	16	and	and	CCONJ
ajst-27308	26	17	optimization	optimization	NOUN
ajst-27308	26	18	tasks	task	NOUN
ajst-27308	26	19	,	,	PUNCT
ajst-27308	26	20	including	include	VERB
ajst-27308	26	21	real	real	ADJ
ajst-27308	26	22	-	-	PUNCT
ajst-27308	26	23	time	time	NOUN
ajst-27308	26	24	monitoring	monitoring	NOUN
ajst-27308	26	25	,	,	PUNCT
ajst-27308	26	26	remote	remote	ADJ
ajst-27308	26	27	operation	operation	NOUN
ajst-27308	26	28	,	,	PUNCT
ajst-27308	26	29	and	and	CCONJ
ajst-27308	26	30	demand	demand	NOUN
ajst-27308	26	31	response	response	NOUN
ajst-27308	26	32	.	.	PUNCT
ajst-27308	27	1	2.2	2.2	NUM
ajst-27308	27	2	.	.	PUNCT
ajst-27308	28	1	energy	energy	NOUN
ajst-27308	28	2	storage	storage	NOUN
ajst-27308	28	3	technologies	technology	NOUN
ajst-27308	28	4	and	and	CCONJ
ajst-27308	28	5	renewable	renewable	ADJ
ajst-27308	28	6	energy	energy	NOUN
ajst-27308	28	7	generation	generation	NOUN
ajst-27308	28	8	technologies	technology	NOUN
ajst-27308	28	9	currently	currently	ADV
ajst-27308	28	10	,	,	PUNCT
ajst-27308	28	11	smart	smart	ADJ
ajst-27308	28	12	microgrids	microgrid	NOUN
ajst-27308	28	13	primarily	primarily	ADV
ajst-27308	28	14	rely	rely	VERB
ajst-27308	28	15	on	on	ADP
ajst-27308	28	16	various	various	ADJ
ajst-27308	28	17	renewable	renewable	ADJ
ajst-27308	28	18	energy	energy	NOUN
ajst-27308	28	19	sources	source	NOUN
ajst-27308	28	20	,	,	PUNCT
ajst-27308	28	21	with	with	ADP
ajst-27308	28	22	power	power	NOUN
ajst-27308	28	23	inputs	input	NOUN
ajst-27308	28	24	including	include	VERB
ajst-27308	28	25	mature	mature	ADJ
ajst-27308	28	26	generation	generation	NOUN
ajst-27308	28	27	technologies	technology	NOUN
ajst-27308	28	28	such	such	ADJ
ajst-27308	28	29	as	as	ADP
ajst-27308	28	30	photovoltaic	photovoltaic	NOUN
ajst-27308	28	31	,	,	PUNCT
ajst-27308	28	32	wind	wind	NOUN
ajst-27308	28	33	,	,	PUNCT
ajst-27308	28	34	hydrogen	hydrogen	NOUN
ajst-27308	28	35	,	,	PUNCT
ajst-27308	28	36	natural	natural	ADJ
ajst-27308	28	37	gas	gas	NOUN
ajst-27308	28	38	,	,	PUNCT
ajst-27308	28	39	and	and	CCONJ
ajst-27308	28	40	biogas	biogas	NOUN
ajst-27308	28	41	.	.	PUNCT
ajst-27308	29	1	energy	energy	NOUN
ajst-27308	29	2	storage	storage	NOUN
ajst-27308	29	3	is	be	AUX
ajst-27308	29	4	an	an	DET
ajst-27308	29	5	essential	essential	ADJ
ajst-27308	29	6	part	part	NOUN
ajst-27308	29	7	of	of	ADP
ajst-27308	29	8	microgrids	microgrid	NOUN
ajst-27308	29	9	,	,	PUNCT
ajst-27308	29	10	playing	play	VERB
ajst-27308	29	11	a	a	DET
ajst-27308	29	12	crucial	crucial	ADJ
ajst-27308	29	13	role	role	NOUN
ajst-27308	29	14	in	in	ADP
ajst-27308	29	15	balancing	balance	VERB
ajst-27308	29	16	power	power	NOUN
ajst-27308	29	17	loads	load	NOUN
ajst-27308	29	18	and	and	CCONJ
ajst-27308	29	19	significantly	significantly	ADV
ajst-27308	29	20	improving	improve	VERB
ajst-27308	29	21	the	the	DET
ajst-27308	29	22	efficiency	efficiency	NOUN
ajst-27308	29	23	of	of	ADP
ajst-27308	29	24	intermittent	intermittent	ADJ
ajst-27308	29	25	energy	energy	NOUN
ajst-27308	29	26	use	use	NOUN
ajst-27308	29	27	.	.	PUNCT
ajst-27308	30	1	with	with	ADP
ajst-27308	30	2	ongoing	ongoing	ADJ
ajst-27308	30	3	technological	technological	ADJ
ajst-27308	30	4	advancements	advancement	NOUN
ajst-27308	30	5	,	,	PUNCT
ajst-27308	30	6	existing	exist	VERB
ajst-27308	30	7	energy	energy	NOUN
ajst-27308	30	8	storage	storage	NOUN
ajst-27308	30	9	technologies	technology	NOUN
ajst-27308	30	10	include	include	VERB
ajst-27308	30	11	battery	battery	NOUN
ajst-27308	30	12	storage	storage	NOUN
ajst-27308	30	13	,	,	PUNCT
ajst-27308	30	14	flywheel	flywheel	NOUN
ajst-27308	30	15	storage	storage	NOUN
ajst-27308	30	16	,	,	PUNCT
ajst-27308	30	17	superconducting	superconducte	VERB
ajst-27308	30	18	magnetic	magnetic	ADJ
ajst-27308	30	19	storage	storage	NOUN
ajst-27308	30	20	,	,	PUNCT
ajst-27308	30	21	and	and	CCONJ
ajst-27308	30	22	supercapacitor	supercapacitor	NOUN
ajst-27308	30	23	storage	storage	NOUN
ajst-27308	30	24	.	.	PUNCT
ajst-27308	31	1	among	among	ADP
ajst-27308	31	2	these	these	PRON
ajst-27308	31	3	,	,	PUNCT
ajst-27308	31	4	lead	lead	ADJ
ajst-27308	31	5	-	-	PUNCT
ajst-27308	31	6	acid	acid	NOUN
ajst-27308	31	7	batteries	battery	NOUN
ajst-27308	31	8	are	be	AUX
ajst-27308	31	9	a	a	DET
ajst-27308	31	10	relatively	relatively	ADV
ajst-27308	31	11	mature	mature	ADJ
ajst-27308	31	12	storage	storage	NOUN
ajst-27308	31	13	technology	technology	NOUN
ajst-27308	31	14	but	but	CCONJ
ajst-27308	31	15	suffer	suffer	VERB
ajst-27308	31	16	from	from	ADP
ajst-27308	31	17	shorter	short	ADJ
ajst-27308	31	18	lifespans	lifespan	NOUN
ajst-27308	31	19	and	and	CCONJ
ajst-27308	31	20	lead	lead	VERB
ajst-27308	31	21	contamination	contamination	NOUN
ajst-27308	31	22	issues	issue	NOUN
ajst-27308	31	23	.	.	PUNCT
ajst-27308	32	1	in	in	ADP
ajst-27308	32	2	the	the	DET
ajst-27308	32	3	future	future	NOUN
ajst-27308	32	4	,	,	PUNCT
ajst-27308	32	5	graphene	graphene	ADJ
ajst-27308	32	6	batteries	battery	NOUN
ajst-27308	32	7	,	,	PUNCT
ajst-27308	32	8	with	with	ADP
ajst-27308	32	9	their	their	PRON
ajst-27308	32	10	high	high	ADJ
ajst-27308	32	11	energy	energy	NOUN
ajst-27308	32	12	storage	storage	NOUN
ajst-27308	32	13	,	,	PUNCT
ajst-27308	32	14	low	low	ADJ
ajst-27308	32	15	cost	cost	NOUN
ajst-27308	32	16	,	,	PUNCT
ajst-27308	32	17	and	and	CCONJ
ajst-27308	32	18	excellent	excellent	ADJ
ajst-27308	32	19	performance	performance	NOUN
ajst-27308	32	20	,	,	PUNCT
ajst-27308	32	21	are	be	AUX
ajst-27308	32	22	expected	expect	VERB
ajst-27308	32	23	to	to	PART
ajst-27308	32	24	become	become	VERB
ajst-27308	32	25	innovators	innovator	NOUN
ajst-27308	32	26	in	in	ADP
ajst-27308	32	27	the	the	DET
ajst-27308	32	28	storage	storage	NOUN
ajst-27308	32	29	industry	industry	NOUN
ajst-27308	32	30	.	.	PUNCT
ajst-27308	33	1	although	although	SCONJ
ajst-27308	33	2	the	the	DET
ajst-27308	33	3	cost	cost	NOUN
ajst-27308	33	4	of	of	ADP
ajst-27308	33	5	storage	storage	NOUN
ajst-27308	33	6	technology	technology	NOUN
ajst-27308	33	7	remains	remain	VERB
ajst-27308	33	8	high	high	ADJ
ajst-27308	33	9	,	,	PUNCT
ajst-27308	33	10	countries	country	NOUN
ajst-27308	33	11	are	be	AUX
ajst-27308	33	12	actively	actively	ADV
ajst-27308	33	13	pursuing	pursue	VERB
ajst-27308	33	14	solutions	solution	NOUN
ajst-27308	33	15	to	to	PART
ajst-27308	33	16	achieve	achieve	VERB
ajst-27308	33	17	an	an	DET
ajst-27308	33	18	ideal	ideal	ADJ
ajst-27308	33	19	state	state	NOUN
ajst-27308	33	20	of	of	ADP
ajst-27308	33	21	"	"	PUNCT
ajst-27308	33	22	low	low	ADJ
ajst-27308	33	23	cost	cost	NOUN
ajst-27308	33	24	+	+	CCONJ
ajst-27308	33	25	high	high	ADJ
ajst-27308	33	26	storage	storage	NOUN
ajst-27308	33	27	.	.	PUNCT
ajst-27308	33	28	"	"	PUNCT
ajst-27308	34	1	however	however	ADV
ajst-27308	34	2	,	,	PUNCT
ajst-27308	34	3	the	the	DET
ajst-27308	34	4	adoption	adoption	NOUN
ajst-27308	34	5	of	of	ADP
ajst-27308	34	6	renewable	renewable	ADJ
ajst-27308	34	7	energy	energy	NOUN
ajst-27308	34	8	faces	face	VERB
ajst-27308	34	9	various	various	ADJ
ajst-27308	34	10	challenges	challenge	NOUN
ajst-27308	34	11	,	,	PUNCT
ajst-27308	34	12	including	include	VERB
ajst-27308	34	13	legal	legal	ADJ
ajst-27308	34	14	and	and	CCONJ
ajst-27308	34	15	regulatory	regulatory	ADJ
ajst-27308	34	16	barriers	barrier	NOUN
ajst-27308	34	17	,	,	PUNCT
ajst-27308	34	18	infrastructure	infrastructure	NOUN
ajst-27308	34	19	deficiencies	deficiency	NOUN
ajst-27308	34	20	,	,	PUNCT
ajst-27308	34	21	and	and	CCONJ
ajst-27308	34	22	technological	technological	ADJ
ajst-27308	34	23	challenges	challenge	NOUN
ajst-27308	34	24	in	in	ADP
ajst-27308	34	25	integrating	integrate	VERB
ajst-27308	34	26	renewable	renewable	ADJ
ajst-27308	34	27	energy	energy	NOUN
ajst-27308	34	28	into	into	ADP
ajst-27308	34	29	the	the	DET
ajst-27308	34	30	power	power	NOUN
ajst-27308	34	31	grid	grid	NOUN
ajst-27308	35	1	[	[	X
ajst-27308	35	2	2	2	NUM
ajst-27308	35	3	]	]	PUNCT
ajst-27308	35	4	.	.	PUNCT
ajst-27308	36	1	40	40	NUM
ajst-27308	36	2	2.3	2.3	NUM
ajst-27308	36	3	.	.	PUNCT
ajst-27308	37	1	control	control	NOUN
ajst-27308	37	2	and	and	CCONJ
ajst-27308	37	3	dispatch	dispatch	NOUN
ajst-27308	37	4	technologies	technology	NOUN
ajst-27308	37	5	in	in	ADP
ajst-27308	37	6	microgrids	microgrid	NOUN
ajst-27308	37	7	the	the	DET
ajst-27308	37	8	smart	smart	ADJ
ajst-27308	37	9	microgrid	microgrid	ADJ
ajst-27308	37	10	scheduling	scheduling	NOUN
ajst-27308	37	11	system	system	NOUN
ajst-27308	37	12	utilizes	utilize	VERB
ajst-27308	37	13	complementary	complementary	ADJ
ajst-27308	37	14	optimization	optimization	NOUN
ajst-27308	37	15	technologies	technology	NOUN
ajst-27308	37	16	across	across	ADP
ajst-27308	37	17	various	various	ADJ
ajst-27308	37	18	energy	energy	NOUN
ajst-27308	37	19	sources	source	NOUN
ajst-27308	37	20	,	,	PUNCT
ajst-27308	37	21	fully	fully	ADV
ajst-27308	37	22	exploring	explore	VERB
ajst-27308	37	23	and	and	CCONJ
ajst-27308	37	24	leveraging	leverage	VERB
ajst-27308	37	25	the	the	DET
ajst-27308	37	26	substitutability	substitutability	NOUN
ajst-27308	37	27	between	between	ADP
ajst-27308	37	28	different	different	ADJ
ajst-27308	37	29	types	type	NOUN
ajst-27308	37	30	of	of	ADP
ajst-27308	37	31	energy	energy	NOUN
ajst-27308	37	32	.	.	PUNCT
ajst-27308	38	1	this	this	DET
ajst-27308	38	2	approach	approach	NOUN
ajst-27308	38	3	not	not	PART
ajst-27308	38	4	only	only	ADV
ajst-27308	38	5	allows	allow	VERB
ajst-27308	38	6	for	for	ADP
ajst-27308	38	7	the	the	DET
ajst-27308	38	8	output	output	NOUN
ajst-27308	38	9	of	of	ADP
ajst-27308	38	10	heat	heat	NOUN
ajst-27308	38	11	,	,	PUNCT
ajst-27308	38	12	electricity	electricity	NOUN
ajst-27308	38	13	,	,	PUNCT
ajst-27308	38	14	and	and	CCONJ
ajst-27308	38	15	cooling	cooling	NOUN
ajst-27308	38	16	but	but	CCONJ
ajst-27308	38	17	also	also	ADV
ajst-27308	38	18	enables	enable	VERB
ajst-27308	38	19	energy	energy	NOUN
ajst-27308	38	20	exchanges	exchange	NOUN
ajst-27308	38	21	such	such	ADJ
ajst-27308	38	22	as	as	ADP
ajst-27308	38	23	solar	solar	ADJ
ajst-27308	38	24	/	/	SYM
ajst-27308	38	25	electric	electric	ADJ
ajst-27308	38	26	,	,	PUNCT
ajst-27308	38	27	heat	heat	NOUN
ajst-27308	38	28	/	/	SYM
ajst-27308	38	29	cooling	cooling	NOUN
ajst-27308	38	30	,	,	PUNCT
ajst-27308	38	31	wind	wind	NOUN
ajst-27308	38	32	/	/	SYM
ajst-27308	38	33	electric	electric	NOUN
ajst-27308	38	34	,	,	PUNCT
ajst-27308	38	35	and	and	CCONJ
ajst-27308	38	36	direct	direct	ADJ
ajst-27308	38	37	/	/	SYM
ajst-27308	38	38	ac	ac	NOUN
ajst-27308	38	39	.	.	PUNCT
ajst-27308	39	1	in	in	ADP
ajst-27308	39	2	the	the	DET
ajst-27308	39	3	source	source	NOUN
ajst-27308	39	4	-	-	PUNCT
ajst-27308	39	5	storage	storage	NOUN
ajst-27308	39	6	-	-	PUNCT
ajst-27308	39	7	load	load	NOUN
ajst-27308	39	8	stages	stage	NOUN
ajst-27308	39	9	,	,	PUNCT
ajst-27308	39	10	different	different	ADJ
ajst-27308	39	11	types	type	NOUN
ajst-27308	39	12	of	of	ADP
ajst-27308	39	13	energy	energy	NOUN
ajst-27308	39	14	undergo	undergo	VERB
ajst-27308	39	15	layered	layered	ADJ
ajst-27308	39	16	and	and	CCONJ
ajst-27308	39	17	orderly	orderly	ADJ
ajst-27308	39	18	hierarchical	hierarchical	ADJ
ajst-27308	39	19	optimization	optimization	NOUN
ajst-27308	39	20	scheduling	scheduling	NOUN
ajst-27308	39	21	to	to	PART
ajst-27308	39	22	achieve	achieve	VERB
ajst-27308	39	23	optimal	optimal	ADJ
ajst-27308	39	24	energy	energy	NOUN
ajst-27308	39	25	utilization	utilization	NOUN
ajst-27308	39	26	efficiency	efficiency	NOUN
ajst-27308	39	27	.	.	PUNCT
ajst-27308	40	1	meanwhile	meanwhile	ADV
ajst-27308	40	2	,	,	PUNCT
ajst-27308	40	3	smart	smart	ADJ
ajst-27308	40	4	grids	grid	NOUN
ajst-27308	40	5	generate	generate	VERB
ajst-27308	40	6	various	various	ADJ
ajst-27308	40	7	types	type	NOUN
ajst-27308	40	8	of	of	ADP
ajst-27308	40	9	data	datum	NOUN
ajst-27308	40	10	during	during	ADP
ajst-27308	40	11	operation	operation	NOUN
ajst-27308	40	12	,	,	PUNCT
ajst-27308	40	13	which	which	PRON
ajst-27308	40	14	contain	contain	VERB
ajst-27308	40	15	crucial	crucial	ADJ
ajst-27308	40	16	information	information	NOUN
ajst-27308	40	17	elements	element	NOUN
ajst-27308	40	18	and	and	CCONJ
ajst-27308	40	19	provide	provide	VERB
ajst-27308	40	20	reliable	reliable	ADJ
ajst-27308	40	21	references	reference	NOUN
ajst-27308	40	22	for	for	ADP
ajst-27308	40	23	grid	grid	NOUN
ajst-27308	40	24	scheduling	scheduling	NOUN
ajst-27308	40	25	,	,	PUNCT
ajst-27308	40	26	energy	energy	NOUN
ajst-27308	40	27	allocation	allocation	NOUN
ajst-27308	40	28	,	,	PUNCT
ajst-27308	40	29	and	and	CCONJ
ajst-27308	40	30	grid	grid	NOUN
ajst-27308	40	31	construction	construction	NOUN
ajst-27308	40	32	.	.	PUNCT
ajst-27308	41	1	in	in	ADP
ajst-27308	41	2	traditional	traditional	ADJ
ajst-27308	41	3	grid	grid	NOUN
ajst-27308	41	4	systems	system	NOUN
ajst-27308	41	5	,	,	PUNCT
ajst-27308	41	6	data	datum	NOUN
ajst-27308	41	7	flow	flow	NOUN
ajst-27308	41	8	is	be	AUX
ajst-27308	41	9	mainly	mainly	ADV
ajst-27308	41	10	concentrated	concentrate	VERB
ajst-27308	41	11	in	in	ADP
ajst-27308	41	12	generation	generation	NOUN
ajst-27308	41	13	,	,	PUNCT
ajst-27308	41	14	transmission	transmission	NOUN
ajst-27308	41	15	,	,	PUNCT
ajst-27308	41	16	transformation	transformation	NOUN
ajst-27308	41	17	,	,	PUNCT
ajst-27308	41	18	distribution	distribution	NOUN
ajst-27308	41	19	,	,	PUNCT
ajst-27308	41	20	and	and	CCONJ
ajst-27308	41	21	consumption	consumption	NOUN
ajst-27308	41	22	,	,	PUNCT
ajst-27308	41	23	characterized	characterize	VERB
ajst-27308	41	24	by	by	ADP
ajst-27308	41	25	unidirectional	unidirectional	ADJ
ajst-27308	41	26	flow	flow	NOUN
ajst-27308	41	27	,	,	PUNCT
ajst-27308	41	28	which	which	PRON
ajst-27308	41	29	can	can	AUX
ajst-27308	41	30	lead	lead	VERB
ajst-27308	41	31	to	to	ADP
ajst-27308	41	32	waste	waste	VERB
ajst-27308	41	33	of	of	ADP
ajst-27308	41	34	electrical	electrical	ADJ
ajst-27308	41	35	resources	resource	NOUN
ajst-27308	41	36	.	.	PUNCT
ajst-27308	42	1	in	in	ADP
ajst-27308	42	2	contrast	contrast	NOUN
ajst-27308	42	3	,	,	PUNCT
ajst-27308	42	4	smart	smart	ADJ
ajst-27308	42	5	grids	grid	NOUN
ajst-27308	42	6	can	can	AUX
ajst-27308	42	7	extract	extract	VERB
ajst-27308	42	8	effective	effective	ADJ
ajst-27308	42	9	information	information	NOUN
ajst-27308	42	10	from	from	ADP
ajst-27308	42	11	both	both	CCONJ
ajst-27308	42	12	structured	structured	ADJ
ajst-27308	42	13	and	and	CCONJ
ajst-27308	42	14	unstructured	unstructured	ADJ
ajst-27308	42	15	data	datum	NOUN
ajst-27308	42	16	,	,	PUNCT
ajst-27308	42	17	integrating	integrate	VERB
ajst-27308	42	18	data	datum	NOUN
ajst-27308	42	19	throughout	throughout	ADP
ajst-27308	42	20	generation	generation	NOUN
ajst-27308	42	21	,	,	PUNCT
ajst-27308	42	22	transmission	transmission	NOUN
ajst-27308	42	23	,	,	PUNCT
ajst-27308	42	24	transformation	transformation	NOUN
ajst-27308	42	25	,	,	PUNCT
ajst-27308	42	26	distribution	distribution	NOUN
ajst-27308	42	27	,	,	PUNCT
ajst-27308	42	28	scheduling	scheduling	NOUN
ajst-27308	42	29	,	,	PUNCT
ajst-27308	42	30	and	and	CCONJ
ajst-27308	42	31	consumption	consumption	NOUN
ajst-27308	42	32	.	.	PUNCT
ajst-27308	43	1	this	this	DET
ajst-27308	43	2	results	result	VERB
ajst-27308	43	3	in	in	ADP
ajst-27308	43	4	characteristics	characteristic	NOUN
ajst-27308	43	5	such	such	ADJ
ajst-27308	43	6	as	as	ADP
ajst-27308	43	7	scalability	scalability	NOUN
ajst-27308	43	8	,	,	PUNCT
ajst-27308	43	9	diversity	diversity	NOUN
ajst-27308	43	10	,	,	PUNCT
ajst-27308	43	11	high	high	ADJ
ajst-27308	43	12	speed	speed	NOUN
ajst-27308	43	13	,	,	PUNCT
ajst-27308	43	14	high	high	ADJ
ajst-27308	43	15	value	value	NOUN
ajst-27308	43	16	,	,	PUNCT
ajst-27308	43	17	and	and	CCONJ
ajst-27308	43	18	low	low	ADJ
ajst-27308	43	19	density	density	NOUN
ajst-27308	43	20	.	.	PUNCT
ajst-27308	44	1	with	with	ADP
ajst-27308	44	2	the	the	DET
ajst-27308	44	3	aid	aid	NOUN
ajst-27308	44	4	of	of	ADP
ajst-27308	44	5	big	big	ADJ
ajst-27308	44	6	data	datum	NOUN
ajst-27308	44	7	technology	technology	NOUN
ajst-27308	44	8	,	,	PUNCT
ajst-27308	44	9	the	the	DET
ajst-27308	44	10	construction	construction	NOUN
ajst-27308	44	11	and	and	CCONJ
ajst-27308	44	12	development	development	NOUN
ajst-27308	44	13	of	of	ADP
ajst-27308	44	14	smart	smart	ADJ
ajst-27308	44	15	grids	grid	NOUN
ajst-27308	44	16	become	become	VERB
ajst-27308	44	17	more	more	ADV
ajst-27308	44	18	practical	practical	ADJ
ajst-27308	44	19	and	and	CCONJ
ajst-27308	44	20	meaningful	meaningful	ADJ
ajst-27308	44	21	.	.	PUNCT
ajst-27308	45	1	3	3	X
ajst-27308	45	2	.	.	X
ajst-27308	45	3	microgrid	microgrid	ADJ
ajst-27308	45	4	flexible	flexible	ADJ
ajst-27308	45	5	interconnection	interconnection	NOUN
ajst-27308	45	6	the	the	DET
ajst-27308	45	7	flexible	flexible	ADJ
ajst-27308	45	8	interconnection	interconnection	NOUN
ajst-27308	45	9	technology	technology	NOUN
ajst-27308	45	10	for	for	ADP
ajst-27308	45	11	ac	ac	PROPN
ajst-27308	45	12	/	/	SYM
ajst-27308	45	13	dc	dc	PROPN
ajst-27308	45	14	hybrid	hybrid	NOUN
ajst-27308	45	15	microgrids	microgrid	NOUN
ajst-27308	45	16	allows	allow	VERB
ajst-27308	45	17	for	for	ADP
ajst-27308	45	18	the	the	DET
ajst-27308	45	19	connection	connection	NOUN
ajst-27308	45	20	of	of	ADP
ajst-27308	45	21	multiple	multiple	ADJ
ajst-27308	45	22	ac	ac	PROPN
ajst-27308	45	23	or	or	CCONJ
ajst-27308	45	24	dc	dc	PROPN
ajst-27308	45	25	networks	network	NOUN
ajst-27308	45	26	in	in	ADP
ajst-27308	45	27	various	various	ADJ
ajst-27308	45	28	configurations	configuration	NOUN
ajst-27308	45	29	—	—	PUNCT
ajst-27308	45	30	such	such	ADJ
ajst-27308	45	31	as	as	ADP
ajst-27308	45	32	point	point	NOUN
ajst-27308	45	33	-	-	PUNCT
ajst-27308	45	34	to	to	ADP
ajst-27308	45	35	-	-	PUNCT
ajst-27308	45	36	point	point	NOUN
ajst-27308	45	37	,	,	PUNCT
ajst-27308	45	38	ring	ring	NOUN
ajst-27308	45	39	network	network	NOUN
ajst-27308	45	40	,	,	PUNCT
ajst-27308	45	41	hand	hand	NOUN
ajst-27308	45	42	-	-	PUNCT
ajst-27308	45	43	in	in	ADP
ajst-27308	45	44	-	-	PUNCT
ajst-27308	45	45	hand	hand	NOUN
ajst-27308	45	46	,	,	PUNCT
ajst-27308	45	47	or	or	CCONJ
ajst-27308	45	48	parallel	parallel	ADJ
ajst-27308	45	49	supply	supply	NOUN
ajst-27308	45	50	—	—	PUNCT
ajst-27308	45	51	based	base	VERB
ajst-27308	45	52	on	on	ADP
ajst-27308	45	53	the	the	DET
ajst-27308	45	54	needs	need	NOUN
ajst-27308	45	55	of	of	ADP
ajst-27308	45	56	different	different	ADJ
ajst-27308	45	57	power	power	NOUN
ajst-27308	45	58	sources	source	NOUN
ajst-27308	45	59	and	and	CCONJ
ajst-27308	45	60	loads	load	NOUN
ajst-27308	45	61	.	.	PUNCT
ajst-27308	46	1	this	this	DET
ajst-27308	46	2	multiterminal	multiterminal	ADJ
ajst-27308	46	3	flexible	flexible	ADJ
ajst-27308	46	4	interconnection	interconnection	NOUN
ajst-27308	46	5	fundamentally	fundamentally	ADV
ajst-27308	46	6	changes	change	VERB
ajst-27308	46	7	the	the	DET
ajst-27308	46	8	original	original	ADJ
ajst-27308	46	9	structure	structure	NOUN
ajst-27308	46	10	and	and	CCONJ
ajst-27308	46	11	connectivity	connectivity	NOUN
ajst-27308	46	12	of	of	ADP
ajst-27308	46	13	distribution	distribution	NOUN
ajst-27308	46	14	networks	network	NOUN
ajst-27308	46	15	,	,	PUNCT
ajst-27308	46	16	providing	provide	VERB
ajst-27308	46	17	enhanced	enhanced	ADJ
ajst-27308	46	18	network	network	NOUN
ajst-27308	46	19	connectivity	connectivity	NOUN
ajst-27308	46	20	and	and	CCONJ
ajst-27308	46	21	flexibility	flexibility	NOUN
ajst-27308	46	22	for	for	ADP
ajst-27308	46	23	integrating	integrate	VERB
ajst-27308	46	24	various	various	ADJ
ajst-27308	46	25	ac	ac	PROPN
ajst-27308	46	26	and	and	CCONJ
ajst-27308	46	27	dc	dc	PROPN
ajst-27308	46	28	power	power	NOUN
ajst-27308	46	29	sources	source	NOUN
ajst-27308	46	30	and	and	CCONJ
ajst-27308	46	31	loads	load	NOUN
ajst-27308	46	32	.	.	PUNCT
ajst-27308	47	1	additionally	additionally	ADV
ajst-27308	47	2	,	,	PUNCT
ajst-27308	47	3	it	it	PRON
ajst-27308	47	4	improves	improve	VERB
ajst-27308	47	5	the	the	DET
ajst-27308	47	6	grid	grid	NOUN
ajst-27308	47	7	's	's	PART
ajst-27308	47	8	ability	ability	NOUN
ajst-27308	47	9	to	to	PART
ajst-27308	47	10	control	control	VERB
ajst-27308	47	11	random	random	ADJ
ajst-27308	47	12	fluctuations	fluctuation	NOUN
ajst-27308	47	13	.	.	PUNCT
ajst-27308	48	1	on	on	ADP
ajst-27308	48	2	the	the	DET
ajst-27308	48	3	other	other	ADJ
ajst-27308	48	4	hand	hand	NOUN
ajst-27308	48	5	,	,	PUNCT
ajst-27308	48	6	flexible	flexible	ADJ
ajst-27308	48	7	interconnection	interconnection	NOUN
ajst-27308	48	8	devices	device	NOUN
ajst-27308	48	9	enable	enable	VERB
ajst-27308	48	10	coordination	coordination	NOUN
ajst-27308	48	11	and	and	CCONJ
ajst-27308	48	12	control	control	NOUN
ajst-27308	48	13	of	of	ADP
ajst-27308	48	14	power	power	NOUN
ajst-27308	48	15	flows	flow	NOUN
ajst-27308	48	16	between	between	ADP
ajst-27308	48	17	different	different	ADJ
ajst-27308	48	18	regional	regional	ADJ
ajst-27308	48	19	dc	dc	PROPN
ajst-27308	48	20	networks	network	NOUN
ajst-27308	48	21	and	and	CCONJ
ajst-27308	48	22	ac	ac	PROPN
ajst-27308	48	23	systems	system	NOUN
ajst-27308	48	24	,	,	PUNCT
ajst-27308	48	25	granting	grant	VERB
ajst-27308	48	26	the	the	DET
ajst-27308	48	27	system	system	NOUN
ajst-27308	48	28	greater	great	ADJ
ajst-27308	48	29	multi	multi	ADJ
ajst-27308	48	30	-	-	ADJ
ajst-27308	48	31	regional	regional	ADJ
ajst-27308	48	32	interconnection	interconnection	NOUN
ajst-27308	48	33	and	and	CCONJ
ajst-27308	48	34	power	power	NOUN
ajst-27308	48	35	balancing	balance	VERB
ajst-27308	48	36	capabilities	capability	NOUN
ajst-27308	48	37	over	over	ADP
ajst-27308	48	38	time	time	NOUN
ajst-27308	48	39	and	and	CCONJ
ajst-27308	48	40	space	space	NOUN
ajst-27308	48	41	.	.	PUNCT
ajst-27308	49	1	this	this	PRON
ajst-27308	49	2	effectively	effectively	ADV
ajst-27308	49	3	unleashes	unleash	VERB
ajst-27308	49	4	the	the	DET
ajst-27308	49	5	supply	supply	NOUN
ajst-27308	49	6	potential	potential	NOUN
ajst-27308	49	7	of	of	ADP
ajst-27308	49	8	the	the	DET
ajst-27308	49	9	distribution	distribution	NOUN
ajst-27308	49	10	network	network	NOUN
ajst-27308	49	11	and	and	CCONJ
ajst-27308	49	12	enhances	enhance	VERB
ajst-27308	49	13	the	the	DET
ajst-27308	49	14	capacity	capacity	NOUN
ajst-27308	49	15	for	for	ADP
ajst-27308	49	16	accommodating	accommodate	VERB
ajst-27308	49	17	distributed	distribute	VERB
ajst-27308	49	18	renewable	renewable	ADJ
ajst-27308	49	19	energy.based	energy.base	VERB
ajst-27308	49	20	on	on	ADP
ajst-27308	49	21	the	the	DET
ajst-27308	49	22	advancement	advancement	NOUN
ajst-27308	49	23	of	of	ADP
ajst-27308	49	24	photovoltaic	photovoltaic	NOUN
ajst-27308	49	25	and	and	CCONJ
ajst-27308	49	26	energy	energy	NOUN
ajst-27308	49	27	storage	storage	NOUN
ajst-27308	49	28	construction	construction	NOUN
ajst-27308	49	29	,	,	PUNCT
ajst-27308	49	30	the	the	DET
ajst-27308	49	31	integrated	integrate	VERB
ajst-27308	49	32	dc	dc	PROPN
ajst-27308	49	33	microgrid	microgrid	NOUN
ajst-27308	49	34	solution	solution	NOUN
ajst-27308	49	35	with	with	ADP
ajst-27308	49	36	pv	pv	NOUN
ajst-27308	49	37	-	-	PUNCT
ajst-27308	49	38	storage	storage	NOUN
ajst-27308	49	39	-	-	PUNCT
ajst-27308	49	40	direct	direct	ADJ
ajst-27308	49	41	-	-	PUNCT
ajst-27308	49	42	flexibility	flexibility	NOUN
ajst-27308	49	43	is	be	AUX
ajst-27308	49	44	adopted	adopt	VERB
ajst-27308	49	45	to	to	PART
ajst-27308	49	46	build	build	VERB
ajst-27308	49	47	efficient	efficient	ADJ
ajst-27308	49	48	pv	pv	NOUN
ajst-27308	49	49	-	-	PUNCT
ajst-27308	49	50	storage	storage	NOUN
ajst-27308	49	51	-	-	PUNCT
ajst-27308	49	52	direct	direct	ADJ
ajst-27308	49	53	-	-	PUNCT
ajst-27308	49	54	flexible	flexible	ADJ
ajst-27308	49	55	microgrid	microgrid	NOUN
ajst-27308	49	56	clusters	cluster	NOUN
ajst-27308	49	57	.	.	PUNCT
ajst-27308	50	1	by	by	ADP
ajst-27308	50	2	integrating	integrate	VERB
ajst-27308	50	3	distributed	distribute	VERB
ajst-27308	50	4	photovoltaics	photovoltaic	NOUN
ajst-27308	50	5	,	,	PUNCT
ajst-27308	50	6	energy	energy	NOUN
ajst-27308	50	7	storage	storage	NOUN
ajst-27308	50	8	,	,	PUNCT
ajst-27308	50	9	and	and	CCONJ
ajst-27308	50	10	adjustable	adjustable	ADJ
ajst-27308	50	11	loads	load	NOUN
ajst-27308	50	12	in	in	ADP
ajst-27308	50	13	the	the	DET
ajst-27308	50	14	dc	dc	PROPN
ajst-27308	50	15	microgrid	microgrid	PROPN
ajst-27308	50	16	,	,	PUNCT
ajst-27308	50	17	and	and	CCONJ
ajst-27308	50	18	utilizing	utilize	VERB
ajst-27308	50	19	ultra	ultra	ADJ
ajst-27308	50	20	-	-	ADJ
ajst-27308	50	21	high	high	ADJ
ajst-27308	50	22	power	power	NOUN
ajst-27308	50	23	density	density	NOUN
ajst-27308	50	24	pv	pv	NOUN
ajst-27308	50	25	-	-	PUNCT
ajst-27308	50	26	storage	storage	NOUN
ajst-27308	50	27	-	-	PUNCT
ajst-27308	50	28	direct	direct	ADJ
ajst-27308	50	29	-	-	PUNCT
ajst-27308	50	30	flexible	flexible	ADJ
ajst-27308	50	31	conversion	conversion	NOUN
ajst-27308	50	32	equipment	equipment	NOUN
ajst-27308	50	33	,	,	PUNCT
ajst-27308	50	34	this	this	DET
ajst-27308	50	35	solution	solution	NOUN
ajst-27308	50	36	achieves	achieve	VERB
ajst-27308	50	37	integrated	integrated	ADJ
ajst-27308	50	38	and	and	CCONJ
ajst-27308	50	39	efficient	efficient	ADJ
ajst-27308	50	40	flexible	flexible	ADJ
ajst-27308	50	41	control	control	NOUN
ajst-27308	50	42	.	.	PUNCT
ajst-27308	51	1	it	it	PRON
ajst-27308	51	2	effectively	effectively	ADV
ajst-27308	51	3	addresses	address	VERB
ajst-27308	51	4	the	the	DET
ajst-27308	51	5	challenges	challenge	NOUN
ajst-27308	51	6	faced	face	VERB
ajst-27308	51	7	by	by	ADP
ajst-27308	51	8	industrial	industrial	ADJ
ajst-27308	51	9	park	park	NOUN
ajst-27308	51	10	power	power	NOUN
ajst-27308	51	11	systems	system	NOUN
ajst-27308	51	12	in	in	ADP
ajst-27308	51	13	largescale	largescale	NOUN
ajst-27308	51	14	renewable	renewable	ADJ
ajst-27308	51	15	energy	energy	NOUN
ajst-27308	51	16	development	development	NOUN
ajst-27308	51	17	,	,	PUNCT
ajst-27308	51	18	such	such	ADJ
ajst-27308	51	19	as	as	ADP
ajst-27308	51	20	limited	limited	ADJ
ajst-27308	51	21	installation	installation	NOUN
ajst-27308	51	22	space	space	NOUN
ajst-27308	51	23	for	for	ADP
ajst-27308	51	24	solar	solar	ADJ
ajst-27308	51	25	power	power	NOUN
ajst-27308	51	26	and	and	CCONJ
ajst-27308	51	27	widespread	widespread	ADJ
ajst-27308	51	28	,	,	PUNCT
ajst-27308	51	29	hard	hard	ADV
ajst-27308	51	30	-	-	PUNCT
ajst-27308	51	31	toregulate	toregulate	NOUN
ajst-27308	51	32	points	point	NOUN
ajst-27308	51	33	.	.	PUNCT
ajst-27308	52	1	it	it	PRON
ajst-27308	52	2	also	also	ADV
ajst-27308	52	3	significantly	significantly	ADV
ajst-27308	52	4	improves	improve	VERB
ajst-27308	52	5	system	system	NOUN
ajst-27308	52	6	performance	performance	NOUN
ajst-27308	52	7	,	,	PUNCT
ajst-27308	52	8	enhances	enhance	VERB
ajst-27308	52	9	power	power	NOUN
ajst-27308	52	10	supply	supply	NOUN
ajst-27308	52	11	quality	quality	NOUN
ajst-27308	52	12	and	and	CCONJ
ajst-27308	52	13	safety	safety	NOUN
ajst-27308	52	14	for	for	ADP
ajst-27308	52	15	users	user	NOUN
ajst-27308	52	16	.	.	PUNCT
ajst-27308	53	1	meanwhile	meanwhile	ADV
ajst-27308	53	2	,	,	PUNCT
ajst-27308	53	3	optimizing	optimize	VERB
ajst-27308	53	4	the	the	DET
ajst-27308	53	5	microgrid	microgrid	ADJ
ajst-27308	53	6	structure	structure	NOUN
ajst-27308	53	7	and	and	CCONJ
ajst-27308	53	8	innovatively	innovatively	ADV
ajst-27308	53	9	constructing	construct	VERB
ajst-27308	53	10	ac	ac	PROPN
ajst-27308	53	11	-	-	PUNCT
ajst-27308	53	12	dc	dc	PROPN
ajst-27308	53	13	flexible	flexible	ADJ
ajst-27308	53	14	interconnection	interconnection	NOUN
ajst-27308	53	15	networks	network	NOUN
ajst-27308	53	16	further	far	ADV
ajst-27308	53	17	increases	increase	VERB
ajst-27308	53	18	the	the	DET
ajst-27308	53	19	flexibility	flexibility	NOUN
ajst-27308	53	20	and	and	CCONJ
ajst-27308	53	21	reliability	reliability	NOUN
ajst-27308	53	22	of	of	ADP
ajst-27308	53	23	grid	grid	NOUN
ajst-27308	53	24	regulation	regulation	NOUN
ajst-27308	53	25	.	.	PUNCT
ajst-27308	54	1	by	by	ADP
ajst-27308	54	2	focusing	focus	VERB
ajst-27308	54	3	on	on	ADP
ajst-27308	54	4	user	user	NOUN
ajst-27308	54	5	microgrids	microgrid	NOUN
ajst-27308	54	6	and	and	CCONJ
ajst-27308	54	7	combining	combine	VERB
ajst-27308	54	8	multi	multi	ADJ
ajst-27308	54	9	-	-	ADJ
ajst-27308	54	10	voltage	voltage	ADJ
ajst-27308	54	11	ac	ac	PROPN
ajst-27308	54	12	-	-	PUNCT
ajst-27308	54	13	dc	dc	PROPN
ajst-27308	54	14	interconnections	interconnection	NOUN
ajst-27308	54	15	,	,	PUNCT
ajst-27308	54	16	this	this	DET
ajst-27308	54	17	approach	approach	NOUN
ajst-27308	54	18	connects	connect	VERB
ajst-27308	54	19	user	user	NOUN
ajst-27308	54	20	microgrid	microgrid	PROPN
ajst-27308	54	21	clusters	cluster	NOUN
ajst-27308	54	22	,	,	PUNCT
ajst-27308	54	23	charging	charge	VERB
ajst-27308	54	24	stations	station	NOUN
ajst-27308	54	25	,	,	PUNCT
ajst-27308	54	26	centralized	centralize	VERB
ajst-27308	54	27	renewable	renewable	ADJ
ajst-27308	54	28	energy	energy	NOUN
ajst-27308	54	29	,	,	PUNCT
ajst-27308	54	30	and	and	CCONJ
ajst-27308	54	31	centralized	centralized	ADJ
ajst-27308	54	32	energy	energy	NOUN
ajst-27308	54	33	storage	storage	NOUN
ajst-27308	54	34	at	at	ADP
ajst-27308	54	35	various	various	ADJ
ajst-27308	54	36	levels	level	NOUN
ajst-27308	54	37	.	.	PUNCT
ajst-27308	55	1	flexible	flexible	ADJ
ajst-27308	55	2	ac	ac	PROPN
ajst-27308	55	3	-	-	PUNCT
ajst-27308	55	4	dc	dc	PROPN
ajst-27308	55	5	interconnection	interconnection	NOUN
ajst-27308	55	6	networks	network	NOUN
ajst-27308	55	7	enable	enable	VERB
ajst-27308	55	8	direct	direct	ADJ
ajst-27308	55	9	interconnection	interconnection	NOUN
ajst-27308	55	10	,	,	PUNCT
ajst-27308	55	11	real	real	ADJ
ajst-27308	55	12	-	-	PUNCT
ajst-27308	55	13	time	time	NOUN
ajst-27308	55	14	regulation	regulation	NOUN
ajst-27308	55	15	,	,	PUNCT
ajst-27308	55	16	and	and	CCONJ
ajst-27308	55	17	mutual	mutual	ADJ
ajst-27308	55	18	support	support	NOUN
ajst-27308	55	19	of	of	ADP
ajst-27308	55	20	distributed	distribute	VERB
ajst-27308	55	21	renewable	renewable	ADJ
ajst-27308	55	22	energy	energy	NOUN
ajst-27308	55	23	,	,	PUNCT
ajst-27308	55	24	distributed	distribute	VERB
ajst-27308	55	25	energy	energy	NOUN
ajst-27308	55	26	storage	storage	NOUN
ajst-27308	55	27	,	,	PUNCT
ajst-27308	55	28	and	and	CCONJ
ajst-27308	55	29	adjustable	adjustable	ADJ
ajst-27308	55	30	loads	load	NOUN
ajst-27308	55	31	,	,	PUNCT
ajst-27308	55	32	balancing	balance	VERB
ajst-27308	55	33	fluctuations	fluctuation	NOUN
ajst-27308	55	34	in	in	ADP
ajst-27308	55	35	different	different	ADJ
ajst-27308	55	36	types	type	NOUN
ajst-27308	55	37	of	of	ADP
ajst-27308	55	38	distributed	distribute	VERB
ajst-27308	55	39	energy	energy	NOUN
ajst-27308	55	40	,	,	PUNCT
ajst-27308	55	41	loads	load	NOUN
ajst-27308	55	42	,	,	PUNCT
ajst-27308	55	43	and	and	CCONJ
ajst-27308	55	44	microgrid	microgrid	NOUN
ajst-27308	55	45	demands	demand	NOUN
ajst-27308	55	46	over	over	ADP
ajst-27308	55	47	a	a	DET
ajst-27308	55	48	larger	large	ADJ
ajst-27308	55	49	spatial	spatial	ADJ
ajst-27308	55	50	and	and	CCONJ
ajst-27308	55	51	temporal	temporal	ADJ
ajst-27308	55	52	range	range	NOUN
ajst-27308	55	53	.	.	PUNCT
ajst-27308	56	1	this	this	PRON
ajst-27308	56	2	facilitates	facilitate	VERB
ajst-27308	56	3	broader	broad	ADJ
ajst-27308	56	4	and	and	CCONJ
ajst-27308	56	5	more	more	ADV
ajst-27308	56	6	balanced	balanced	ADJ
ajst-27308	56	7	integration	integration	NOUN
ajst-27308	56	8	of	of	ADP
ajst-27308	56	9	renewable	renewable	ADJ
ajst-27308	56	10	energy	energy	NOUN
ajst-27308	56	11	and	and	CCONJ
ajst-27308	56	12	accommodates	accommodate	VERB
ajst-27308	56	13	fluctuations	fluctuation	NOUN
ajst-27308	56	14	,	,	PUNCT
ajst-27308	56	15	achieving	achieve	VERB
ajst-27308	56	16	maximum	maximum	ADJ
ajst-27308	56	17	local	local	ADJ
ajst-27308	56	18	consumption	consumption	NOUN
ajst-27308	56	19	of	of	ADP
ajst-27308	56	20	new	new	ADJ
ajst-27308	56	21	energy	energy	NOUN
ajst-27308	56	22	power	power	NOUN
ajst-27308	56	23	.	.	PUNCT
ajst-27308	57	1	moreover	moreover	ADV
ajst-27308	57	2	,	,	PUNCT
ajst-27308	57	3	through	through	ADP
ajst-27308	57	4	the	the	DET
ajst-27308	57	5	interconnection	interconnection	NOUN
ajst-27308	57	6	of	of	ADP
ajst-27308	57	7	multiple	multiple	ADJ
ajst-27308	57	8	ac	ac	PROPN
ajst-27308	57	9	-	-	PUNCT
ajst-27308	57	10	dc	dc	PROPN
ajst-27308	57	11	microgrids	microgrid	NOUN
ajst-27308	57	12	,	,	PUNCT
ajst-27308	57	13	the	the	DET
ajst-27308	57	14	system	system	NOUN
ajst-27308	57	15	's	's	PART
ajst-27308	57	16	reliability	reliability	NOUN
ajst-27308	57	17	and	and	CCONJ
ajst-27308	57	18	transfer	transfer	NOUN
ajst-27308	57	19	capacity	capacity	NOUN
ajst-27308	57	20	during	during	ADP
ajst-27308	57	21	faults	fault	NOUN
ajst-27308	57	22	are	be	AUX
ajst-27308	57	23	significantly	significantly	ADV
ajst-27308	57	24	enhanced	enhance	VERB
ajst-27308	57	25	,	,	PUNCT
ajst-27308	57	26	improving	improve	VERB
ajst-27308	57	27	the	the	DET
ajst-27308	57	28	park	park	NOUN
ajst-27308	57	29	's	's	PART
ajst-27308	57	30	resilience	resilience	NOUN
ajst-27308	57	31	in	in	ADP
ajst-27308	57	32	extreme	extreme	ADJ
ajst-27308	57	33	events	event	NOUN
ajst-27308	57	34	.	.	PUNCT
ajst-27308	58	1	additionally	additionally	ADV
ajst-27308	58	2	,	,	PUNCT
ajst-27308	58	3	on	on	ADP
ajst-27308	58	4	the	the	DET
ajst-27308	58	5	basis	basis	NOUN
ajst-27308	58	6	of	of	ADP
ajst-27308	58	7	advancing	advance	VERB
ajst-27308	58	8	photovoltaic	photovoltaic	NOUN
ajst-27308	58	9	and	and	CCONJ
ajst-27308	58	10	energy	energy	NOUN
ajst-27308	58	11	storage	storage	NOUN
ajst-27308	58	12	construction	construction	NOUN
ajst-27308	58	13	,	,	PUNCT
ajst-27308	58	14	the	the	DET
ajst-27308	58	15	integrated	integrated	ADJ
ajst-27308	58	16	pv	pv	NOUN
ajst-27308	58	17	-	-	PUNCT
ajst-27308	58	18	storage	storage	NOUN
ajst-27308	58	19	-	-	PUNCT
ajst-27308	58	20	direct	direct	ADJ
ajst-27308	58	21	-	-	PUNCT
ajst-27308	58	22	flexible	flexible	ADJ
ajst-27308	58	23	microgrid	microgrid	NOUN
ajst-27308	58	24	solution	solution	NOUN
ajst-27308	58	25	is	be	AUX
ajst-27308	58	26	applied	apply	VERB
ajst-27308	58	27	to	to	PART
ajst-27308	58	28	build	build	VERB
ajst-27308	58	29	efficient	efficient	ADJ
ajst-27308	58	30	pv	pv	NOUN
ajst-27308	58	31	-	-	PUNCT
ajst-27308	58	32	storage	storage	NOUN
ajst-27308	58	33	-	-	PUNCT
ajst-27308	58	34	direct	direct	ADJ
ajst-27308	58	35	-	-	PUNCT
ajst-27308	58	36	flexible	flexible	ADJ
ajst-27308	58	37	microgrid	microgrid	NOUN
ajst-27308	58	38	clusters	cluster	NOUN
ajst-27308	58	39	.	.	PUNCT
ajst-27308	59	1	by	by	ADP
ajst-27308	59	2	integrating	integrate	VERB
ajst-27308	59	3	distributed	distribute	VERB
ajst-27308	59	4	photovoltaics	photovoltaic	NOUN
ajst-27308	59	5	,	,	PUNCT
ajst-27308	59	6	energy	energy	NOUN
ajst-27308	59	7	storage	storage	NOUN
ajst-27308	59	8	,	,	PUNCT
ajst-27308	59	9	and	and	CCONJ
ajst-27308	59	10	adjustable	adjustable	ADJ
ajst-27308	59	11	loads	load	NOUN
ajst-27308	59	12	in	in	ADP
ajst-27308	59	13	the	the	DET
ajst-27308	59	14	dc	dc	PROPN
ajst-27308	59	15	microgrid	microgrid	PROPN
ajst-27308	59	16	and	and	CCONJ
ajst-27308	59	17	utilizing	utilize	VERB
ajst-27308	59	18	ultra	ultra	ADJ
ajst-27308	59	19	-	-	ADJ
ajst-27308	59	20	high	high	ADJ
ajst-27308	59	21	power	power	NOUN
ajst-27308	59	22	density	density	NOUN
ajst-27308	59	23	pv	pv	NOUN
ajst-27308	59	24	-	-	PUNCT
ajst-27308	59	25	storage	storage	NOUN
ajst-27308	59	26	-	-	PUNCT
ajst-27308	59	27	direct	direct	ADJ
ajst-27308	59	28	-	-	PUNCT
ajst-27308	59	29	flexible	flexible	ADJ
ajst-27308	59	30	conversion	conversion	NOUN
ajst-27308	59	31	equipment	equipment	NOUN
ajst-27308	59	32	,	,	PUNCT
ajst-27308	59	33	this	this	DET
ajst-27308	59	34	solution	solution	NOUN
ajst-27308	59	35	achieves	achieve	VERB
ajst-27308	59	36	integrated	integrated	ADJ
ajst-27308	59	37	and	and	CCONJ
ajst-27308	59	38	efficient	efficient	ADJ
ajst-27308	59	39	flexible	flexible	ADJ
ajst-27308	59	40	control	control	NOUN
ajst-27308	59	41	.	.	PUNCT
ajst-27308	60	1	it	it	PRON
ajst-27308	60	2	effectively	effectively	ADV
ajst-27308	60	3	addresses	address	VERB
ajst-27308	60	4	the	the	DET
ajst-27308	60	5	challenges	challenge	NOUN
ajst-27308	60	6	faced	face	VERB
ajst-27308	60	7	by	by	ADP
ajst-27308	60	8	industrial	industrial	ADJ
ajst-27308	60	9	park	park	NOUN
ajst-27308	60	10	power	power	NOUN
ajst-27308	60	11	systems	system	NOUN
ajst-27308	60	12	in	in	ADP
ajst-27308	60	13	large	large	ADJ
ajst-27308	60	14	-	-	PUNCT
ajst-27308	60	15	scale	scale	NOUN
ajst-27308	60	16	renewable	renewable	ADJ
ajst-27308	60	17	energy	energy	NOUN
ajst-27308	60	18	development	development	NOUN
ajst-27308	60	19	,	,	PUNCT
ajst-27308	60	20	such	such	ADJ
ajst-27308	60	21	as	as	ADP
ajst-27308	60	22	limited	limited	ADJ
ajst-27308	60	23	installation	installation	NOUN
ajst-27308	60	24	space	space	NOUN
ajst-27308	60	25	for	for	ADP
ajst-27308	60	26	solar	solar	ADJ
ajst-27308	60	27	power	power	NOUN
ajst-27308	60	28	and	and	CCONJ
ajst-27308	60	29	widespread	widespread	ADJ
ajst-27308	60	30	,	,	PUNCT
ajst-27308	60	31	hard	hard	ADJ
ajst-27308	60	32	-	-	PUNCT
ajst-27308	60	33	to	to	ADP
ajst-27308	60	34	-	-	PUNCT
ajst-27308	60	35	regulate	regulate	VERB
ajst-27308	60	36	points	point	NOUN
ajst-27308	60	37	.	.	PUNCT
ajst-27308	61	1	it	it	PRON
ajst-27308	61	2	also	also	ADV
ajst-27308	61	3	significantly	significantly	ADV
ajst-27308	61	4	improves	improve	VERB
ajst-27308	61	5	system	system	NOUN
ajst-27308	61	6	performance	performance	NOUN
ajst-27308	61	7	,	,	PUNCT
ajst-27308	61	8	enhancing	enhance	VERB
ajst-27308	61	9	power	power	NOUN
ajst-27308	61	10	supply	supply	NOUN
ajst-27308	61	11	quality	quality	NOUN
ajst-27308	61	12	and	and	CCONJ
ajst-27308	61	13	safety	safety	NOUN
ajst-27308	61	14	for	for	ADP
ajst-27308	61	15	users	user	NOUN
ajst-27308	61	16	.	.	PUNCT
ajst-27308	62	1	after	after	ADP
ajst-27308	62	2	connecting	connect	VERB
ajst-27308	62	3	the	the	DET
ajst-27308	62	4	microgrid	microgrid	NOUN
ajst-27308	62	5	to	to	ADP
ajst-27308	62	6	the	the	DET
ajst-27308	62	7	grid	grid	NOUN
ajst-27308	62	8	,	,	PUNCT
ajst-27308	62	9	the	the	DET
ajst-27308	62	10	traditional	traditional	ADJ
ajst-27308	62	11	grid	grid	NOUN
ajst-27308	62	12	structure	structure	NOUN
ajst-27308	62	13	is	be	AUX
ajst-27308	62	14	transformed	transform	VERB
ajst-27308	62	15	from	from	ADP
ajst-27308	62	16	a	a	DET
ajst-27308	62	17	single	single	ADJ
ajst-27308	62	18	-	-	PUNCT
ajst-27308	62	19	source	source	NOUN
ajst-27308	62	20	radial	radial	ADJ
ajst-27308	62	21	distribution	distribution	NOUN
ajst-27308	62	22	network	network	NOUN
ajst-27308	62	23	to	to	ADP
ajst-27308	62	24	a	a	DET
ajst-27308	62	25	new	new	ADJ
ajst-27308	62	26	distribution	distribution	NOUN
ajst-27308	62	27	network	network	NOUN
ajst-27308	62	28	with	with	ADP
ajst-27308	62	29	multiple	multiple	ADJ
ajst-27308	62	30	sources	source	NOUN
ajst-27308	62	31	,	,	PUNCT
ajst-27308	62	32	posing	pose	VERB
ajst-27308	62	33	significant	significant	ADJ
ajst-27308	62	34	challenges	challenge	NOUN
ajst-27308	62	35	to	to	PART
ajst-27308	62	36	system	system	VERB
ajst-27308	62	37	protection	protection	NOUN
ajst-27308	62	38	due	due	ADP
ajst-27308	62	39	to	to	ADP
ajst-27308	62	40	different	different	ADJ
ajst-27308	62	41	fault	fault	NOUN
ajst-27308	62	42	characteristics	characteristic	NOUN
ajst-27308	62	43	.	.	PUNCT
ajst-27308	63	1	for	for	ADP
ajst-27308	63	2	example	example	NOUN
ajst-27308	63	3	,	,	PUNCT
ajst-27308	63	4	in	in	ADP
ajst-27308	63	5	the	the	DET
ajst-27308	63	6	event	event	NOUN
ajst-27308	63	7	of	of	ADP
ajst-27308	63	8	an	an	DET
ajst-27308	63	9	emergency	emergency	NOUN
ajst-27308	63	10	in	in	ADP
ajst-27308	63	11	a	a	DET
ajst-27308	63	12	cluster	cluster	NOUN
ajst-27308	63	13	system	system	NOUN
ajst-27308	63	14	,	,	PUNCT
ajst-27308	63	15	if	if	SCONJ
ajst-27308	63	16	a	a	DET
ajst-27308	63	17	microgrid	microgrid	ADJ
ajst-27308	63	18	balance	balance	NOUN
ajst-27308	63	19	unit	unit	NOUN
ajst-27308	63	20	fails	fail	VERB
ajst-27308	63	21	,	,	PUNCT
ajst-27308	63	22	other	other	ADJ
ajst-27308	63	23	microgrids	microgrid	NOUN
ajst-27308	63	24	need	need	VERB
ajst-27308	63	25	to	to	PART
ajst-27308	63	26	support	support	VERB
ajst-27308	63	27	that	that	DET
ajst-27308	63	28	subnet	subnet	NOUN
ajst-27308	63	29	.	.	PUNCT
ajst-27308	64	1	without	without	ADP
ajst-27308	64	2	rapid	rapid	ADJ
ajst-27308	64	3	interconnection	interconnection	NOUN
ajst-27308	64	4	communication	communication	NOUN
ajst-27308	64	5	,	,	PUNCT
ajst-27308	64	6	it	it	PRON
ajst-27308	64	7	is	be	AUX
ajst-27308	64	8	challenging	challenge	VERB
ajst-27308	64	9	to	to	PART
ajst-27308	64	10	smoothly	smoothly	ADV
ajst-27308	64	11	switch	switch	VERB
ajst-27308	64	12	control	control	NOUN
ajst-27308	64	13	modes	mode	NOUN
ajst-27308	64	14	to	to	PART
ajst-27308	64	15	ensure	ensure	VERB
ajst-27308	64	16	system	system	NOUN
ajst-27308	64	17	transient	transient	ADJ
ajst-27308	64	18	stability	stability	NOUN
ajst-27308	64	19	.	.	PUNCT
ajst-27308	65	1	4	4	X
ajst-27308	65	2	.	.	NUM
ajst-27308	65	3	decentralized	decentralize	VERB
ajst-27308	65	4	energy	energy	NOUN
ajst-27308	65	5	trading	trading	NOUN
ajst-27308	65	6	system	system	NOUN
ajst-27308	65	7	microgrids	microgrid	NOUN
ajst-27308	65	8	are	be	AUX
ajst-27308	65	9	typically	typically	ADV
ajst-27308	65	10	located	locate	VERB
ajst-27308	65	11	in	in	ADP
ajst-27308	65	12	different	different	ADJ
ajst-27308	65	13	regions	region	NOUN
ajst-27308	65	14	and	and	CCONJ
ajst-27308	65	15	operate	operate	VERB
ajst-27308	65	16	independently	independently	ADV
ajst-27308	65	17	.	.	PUNCT
ajst-27308	66	1	to	to	PART
ajst-27308	66	2	achieve	achieve	VERB
ajst-27308	66	3	optimal	optimal	ADJ
ajst-27308	66	4	resource	resource	NOUN
ajst-27308	66	5	allocation	allocation	NOUN
ajst-27308	66	6	and	and	CCONJ
ajst-27308	66	7	sufficient	sufficient	ADJ
ajst-27308	66	8	flexibility	flexibility	NOUN
ajst-27308	66	9	,	,	PUNCT
ajst-27308	66	10	the	the	DET
ajst-27308	66	11	integrated	integrated	ADJ
ajst-27308	66	12	community	community	NOUN
ajst-27308	66	13	energy	energy	NOUN
ajst-27308	66	14	system	system	NOUN
ajst-27308	66	15	(	(	PUNCT
ajst-27308	66	16	ices	ice	NOUN
ajst-27308	66	17	)	)	PUNCT
ajst-27308	66	18	has	have	AUX
ajst-27308	66	19	been	be	AUX
ajst-27308	66	20	proposed	propose	VERB
ajst-27308	66	21	as	as	ADP
ajst-27308	66	22	an	an	DET
ajst-27308	66	23	effective	effective	ADJ
ajst-27308	66	24	approach	approach	NOUN
ajst-27308	66	25	to	to	PART
ajst-27308	66	26	coordinate	coordinate	VERB
ajst-27308	66	27	distributed	distribute	VERB
ajst-27308	66	28	energy	energy	NOUN
ajst-27308	66	29	resources	resource	NOUN
ajst-27308	66	30	and	and	CCONJ
ajst-27308	66	31	reorganize	reorganize	VERB
ajst-27308	66	32	local	local	ADJ
ajst-27308	66	33	energy	energy	NOUN
ajst-27308	66	34	systems	system	NOUN
ajst-27308	66	35	.	.	PUNCT
ajst-27308	67	1	however	however	ADV
ajst-27308	67	2	,	,	PUNCT
ajst-27308	67	3	this	this	DET
ajst-27308	67	4	method	method	NOUN
ajst-27308	67	5	relies	rely	VERB
ajst-27308	67	6	heavily	heavily	ADV
ajst-27308	67	7	on	on	ADP
ajst-27308	67	8	central	central	ADJ
ajst-27308	67	9	management	management	NOUN
ajst-27308	67	10	institutions	institution	NOUN
ajst-27308	67	11	,	,	PUNCT
ajst-27308	67	12	leading	lead	VERB
ajst-27308	67	13	to	to	ADP
ajst-27308	67	14	lower	low	ADJ
ajst-27308	67	15	efficiency	efficiency	NOUN
ajst-27308	67	16	in	in	ADP
ajst-27308	67	17	settlement	settlement	NOUN
ajst-27308	67	18	and	and	CCONJ
ajst-27308	67	19	clearing	clearing	NOUN
ajst-27308	67	20	.	.	PUNCT
ajst-27308	68	1	blockchain	blockchain	PROPN
ajst-27308	68	2	technology	technology	PROPN
ajst-27308	68	3	,	,	PUNCT
ajst-27308	68	4	as	as	ADP
ajst-27308	68	5	an	an	DET
ajst-27308	68	6	emerging	emerge	VERB
ajst-27308	68	7	distributed	distribute	VERB
ajst-27308	68	8	database	database	NOUN
ajst-27308	68	9	technology	technology	NOUN
ajst-27308	68	10	with	with	ADP
ajst-27308	68	11	key	key	ADJ
ajst-27308	68	12	features	feature	NOUN
ajst-27308	68	13	of	of	ADP
ajst-27308	68	14	decentralization	decentralization	NOUN
ajst-27308	68	15	and	and	CCONJ
ajst-27308	68	16	transparency	transparency	NOUN
ajst-27308	68	17	,	,	PUNCT
ajst-27308	68	18	is	be	AUX
ajst-27308	68	19	well	well	ADV
ajst-27308	68	20	-	-	PUNCT
ajst-27308	68	21	suited	suit	VERB
ajst-27308	68	22	for	for	ADP
ajst-27308	68	23	data	datum	NOUN
ajst-27308	68	24	analysis	analysis	NOUN
ajst-27308	68	25	and	and	CCONJ
ajst-27308	68	26	decision	decision	NOUN
ajst-27308	68	27	-	-	PUNCT
ajst-27308	68	28	making	making	NOUN
ajst-27308	68	29	in	in	ADP
ajst-27308	68	30	decentralized	decentralized	ADJ
ajst-27308	68	31	systems	system	NOUN
ajst-27308	68	32	.	.	PUNCT
ajst-27308	69	1	thus	thus	ADV
ajst-27308	69	2	,	,	PUNCT
ajst-27308	69	3	blockchain	blockchain	PROPN
ajst-27308	69	4	technology	technology	PROPN
ajst-27308	69	5	can	can	AUX
ajst-27308	69	6	address	address	VERB
ajst-27308	69	7	issues	issue	NOUN
ajst-27308	69	8	such	such	ADJ
ajst-27308	69	9	as	as	ADP
ajst-27308	69	10	high	high	ADJ
ajst-27308	69	11	costs	cost	NOUN
ajst-27308	69	12	,	,	PUNCT
ajst-27308	69	13	low	low	ADJ
ajst-27308	69	14	efficiency	efficiency	NOUN
ajst-27308	69	15	,	,	PUNCT
ajst-27308	69	16	and	and	CCONJ
ajst-27308	69	17	insecure	insecure	ADJ
ajst-27308	69	18	storage	storage	NOUN
ajst-27308	69	19	in	in	ADP
ajst-27308	69	20	traditional	traditional	ADJ
ajst-27308	69	21	distributed	distribute	VERB
ajst-27308	69	22	systems	system	NOUN
ajst-27308	69	23	.	.	PUNCT
ajst-27308	70	1	in	in	ADP
ajst-27308	70	2	the	the	DET
ajst-27308	70	3	energy	energy	NOUN
ajst-27308	70	4	sector	sector	NOUN
ajst-27308	70	5	,	,	PUNCT
ajst-27308	70	6	blockchain	blockchain	PROPN
ajst-27308	70	7	technology	technology	PROPN
ajst-27308	70	8	applications	application	NOUN
ajst-27308	70	9	include	include	VERB
ajst-27308	70	10	distributed	distribute	VERB
ajst-27308	70	11	resource	resource	NOUN
ajst-27308	70	12	trading	trading	NOUN
ajst-27308	70	13	,	,	PUNCT
ajst-27308	70	14	reputation	reputation	NOUN
ajst-27308	70	15	assessment	assessment	NOUN
ajst-27308	70	16	,	,	PUNCT
ajst-27308	70	17	demand	demand	NOUN
ajst-27308	70	18	response	response	NOUN
ajst-27308	70	19	,	,	PUNCT
ajst-27308	70	20	and	and	CCONJ
ajst-27308	70	21	power	power	NOUN
ajst-27308	70	22	plant	plant	NOUN
ajst-27308	70	23	operation	operation	NOUN
ajst-27308	70	24	and	and	CCONJ
ajst-27308	70	25	maintenance	maintenance	NOUN
ajst-27308	70	26	.	.	PUNCT
ajst-27308	71	1	the	the	DET
ajst-27308	71	2	use	use	NOUN
ajst-27308	71	3	of	of	ADP
ajst-27308	71	4	blockchain	blockchain	PROPN
ajst-27308	71	5	technology	technology	PROPN
ajst-27308	71	6	can	can	AUX
ajst-27308	71	7	effectively	effectively	ADV
ajst-27308	71	8	ensure	ensure	VERB
ajst-27308	71	9	the	the	DET
ajst-27308	71	10	security	security	NOUN
ajst-27308	71	11	and	and	CCONJ
ajst-27308	71	12	privacy	privacy	NOUN
ajst-27308	71	13	of	of	ADP
ajst-27308	71	14	energy	energy	NOUN
ajst-27308	71	15	transactions	transaction	NOUN
ajst-27308	71	16	.	.	PUNCT
ajst-27308	72	1	this	this	DET
ajst-27308	72	2	study	study	NOUN
ajst-27308	72	3	highlights	highlight	VERB
ajst-27308	72	4	the	the	DET
ajst-27308	72	5	benefits	benefit	NOUN
ajst-27308	72	6	of	of	ADP
ajst-27308	72	7	implementing	implement	VERB
ajst-27308	72	8	blockchain	blockchain	NOUN
ajst-27308	72	9	and	and	CCONJ
ajst-27308	72	10	smart	smart	ADJ
ajst-27308	72	11	contract	contract	NOUN
ajst-27308	72	12	technologies	technology	NOUN
ajst-27308	72	13	in	in	ADP
ajst-27308	72	14	41	41	NUM
ajst-27308	72	15	microgrid	microgrid	ADJ
ajst-27308	72	16	systems	system	NOUN
ajst-27308	72	17	[	[	X
ajst-27308	72	18	3	3	NUM
ajst-27308	72	19	]	]	PUNCT
ajst-27308	72	20	.	.	PUNCT
ajst-27308	73	1	in	in	ADP
ajst-27308	73	2	this	this	DET
ajst-27308	73	3	study	study	NOUN
ajst-27308	73	4	,	,	PUNCT
ajst-27308	73	5	a	a	DET
ajst-27308	73	6	blockchain	blockchain	PROPN
ajst-27308	73	7	trading	trading	NOUN
ajst-27308	73	8	framework	framework	NOUN
ajst-27308	73	9	was	be	AUX
ajst-27308	73	10	developed	develop	VERB
ajst-27308	73	11	to	to	PART
ajst-27308	73	12	enhance	enhance	VERB
ajst-27308	73	13	multi	multi	ADJ
ajst-27308	73	14	-	-	ADJ
ajst-27308	73	15	agent	agent	ADJ
ajst-27308	73	16	collaboration	collaboration	NOUN
ajst-27308	73	17	and	and	CCONJ
ajst-27308	73	18	sharing	sharing	NOUN
ajst-27308	73	19	in	in	ADP
ajst-27308	73	20	the	the	DET
ajst-27308	73	21	energy	energy	NOUN
ajst-27308	73	22	market	market	NOUN
ajst-27308	73	23	.	.	PUNCT
ajst-27308	74	1	the	the	DET
ajst-27308	74	2	framework	framework	NOUN
ajst-27308	74	3	uses	use	VERB
ajst-27308	74	4	power	power	NOUN
ajst-27308	74	5	system	system	NOUN
ajst-27308	74	6	modeling	modeling	NOUN
ajst-27308	74	7	and	and	CCONJ
ajst-27308	74	8	consensus	consensus	NOUN
ajst-27308	74	9	technologies	technology	NOUN
ajst-27308	74	10	to	to	PART
ajst-27308	74	11	model	model	VERB
ajst-27308	74	12	nodes	node	NOUN
ajst-27308	74	13	in	in	ADP
ajst-27308	74	14	market	market	NOUN
ajst-27308	74	15	transactions	transaction	NOUN
ajst-27308	74	16	.	.	PUNCT
ajst-27308	75	1	a	a	DET
ajst-27308	75	2	multiagent	multiagent	NOUN
ajst-27308	75	3	collaboration	collaboration	NOUN
ajst-27308	75	4	and	and	CCONJ
ajst-27308	75	5	sharing	sharing	NOUN
ajst-27308	75	6	platform	platform	NOUN
ajst-27308	75	7	,	,	PUNCT
ajst-27308	75	8	built	build	VERB
ajst-27308	75	9	on	on	ADP
ajst-27308	75	10	a	a	DET
ajst-27308	75	11	private	private	ADJ
ajst-27308	75	12	ethereum	ethereum	NOUN
ajst-27308	75	13	blockchain	blockchain	NOUN
ajst-27308	75	14	,	,	PUNCT
ajst-27308	75	15	was	be	AUX
ajst-27308	75	16	employed	employ	VERB
ajst-27308	75	17	to	to	PART
ajst-27308	75	18	demonstrate	demonstrate	VERB
ajst-27308	75	19	sample	sample	NOUN
ajst-27308	75	20	transactions[4	transactions[4	ADP
ajst-27308	75	21	]	]	PUNCT
ajst-27308	75	22	.	.	PUNCT
ajst-27308	76	1	the	the	DET
ajst-27308	76	2	various	various	ADJ
ajst-27308	76	3	development	development	NOUN
ajst-27308	76	4	technologies	technology	NOUN
ajst-27308	76	5	for	for	ADP
ajst-27308	76	6	p2p	p2p	NOUN
ajst-27308	76	7	energy	energy	NOUN
ajst-27308	76	8	trading	trading	NOUN
ajst-27308	76	9	systems	system	NOUN
ajst-27308	76	10	are	be	AUX
ajst-27308	76	11	analyzed	analyze	VERB
ajst-27308	76	12	,	,	PUNCT
ajst-27308	76	13	and	and	CCONJ
ajst-27308	76	14	an	an	DET
ajst-27308	76	15	overview	overview	NOUN
ajst-27308	76	16	of	of	ADP
ajst-27308	76	17	actual	actual	ADJ
ajst-27308	76	18	p2p	p2p	NOUN
ajst-27308	76	19	pilot	pilot	NOUN
ajst-27308	76	20	projects	project	NOUN
ajst-27308	76	21	is	be	AUX
ajst-27308	76	22	provided	provide	VERB
ajst-27308	76	23	[	[	X
ajst-27308	76	24	5	5	NUM
ajst-27308	76	25	]	]	PUNCT
ajst-27308	76	26	.	.	PUNCT
ajst-27308	77	1	it	it	PRON
ajst-27308	77	2	emphasizes	emphasize	VERB
ajst-27308	77	3	that	that	SCONJ
ajst-27308	77	4	successful	successful	ADJ
ajst-27308	77	5	implementation	implementation	NOUN
ajst-27308	77	6	of	of	ADP
ajst-27308	77	7	p2p	p2p	NOUN
ajst-27308	77	8	energy	energy	NOUN
ajst-27308	77	9	trading	trading	NOUN
ajst-27308	77	10	must	must	AUX
ajst-27308	77	11	consider	consider	VERB
ajst-27308	77	12	adjustments	adjustment	NOUN
ajst-27308	77	13	to	to	ADP
ajst-27308	77	14	market	market	NOUN
ajst-27308	77	15	regulation	regulation	NOUN
ajst-27308	77	16	before	before	ADP
ajst-27308	77	17	commercializing	commercialize	VERB
ajst-27308	77	18	the	the	DET
ajst-27308	77	19	microgrid	microgrid	NOUN
ajst-27308	77	20	market	market	NOUN
ajst-27308	77	21	.	.	PUNCT
ajst-27308	78	1	yahaya	yahaya	NOUN
ajst-27308	78	2	and	and	CCONJ
ajst-27308	78	3	colleagues	colleague	NOUN
ajst-27308	78	4	proposed	propose	VERB
ajst-27308	78	5	a	a	DET
ajst-27308	78	6	blockchain	blockchain	PROPN
ajst-27308	78	7	-	-	PUNCT
ajst-27308	78	8	based	base	VERB
ajst-27308	78	9	system	system	NOUN
ajst-27308	78	10	for	for	ADP
ajst-27308	78	11	direct	direct	ADJ
ajst-27308	78	12	p2p	p2p	NOUN
ajst-27308	78	13	energy	energy	NOUN
ajst-27308	78	14	trading	trading	NOUN
ajst-27308	78	15	.	.	PUNCT
ajst-27308	79	1	it	it	PRON
ajst-27308	79	2	includes	include	VERB
ajst-27308	79	3	a	a	DET
ajst-27308	79	4	delay	delay	NOUN
ajst-27308	79	5	fee	fee	NOUN
ajst-27308	79	6	mechanism	mechanism	NOUN
ajst-27308	79	7	to	to	PART
ajst-27308	79	8	optimize	optimize	VERB
ajst-27308	79	9	consumption	consumption	NOUN
ajst-27308	79	10	,	,	PUNCT
ajst-27308	79	11	minimize	minimize	VERB
ajst-27308	79	12	prices	price	NOUN
ajst-27308	79	13	,	,	PUNCT
ajst-27308	79	14	and	and	CCONJ
ajst-27308	79	15	incentivize	incentivize	VERB
ajst-27308	79	16	load	load	NOUN
ajst-27308	79	17	shifting	shift	VERB
ajst-27308	79	18	.	.	PUNCT
ajst-27308	80	1	simulation	simulation	NOUN
ajst-27308	80	2	results	result	NOUN
ajst-27308	80	3	indicate	indicate	VERB
ajst-27308	80	4	a	a	DET
ajst-27308	80	5	significant	significant	ADJ
ajst-27308	80	6	reduction	reduction	NOUN
ajst-27308	80	7	in	in	ADP
ajst-27308	80	8	electricity	electricity	NOUN
ajst-27308	80	9	costs	cost	NOUN
ajst-27308	80	10	,	,	PUNCT
ajst-27308	80	11	and	and	CCONJ
ajst-27308	80	12	security	security	NOUN
ajst-27308	80	13	analysis	analysis	NOUN
ajst-27308	80	14	ensures	ensure	VERB
ajst-27308	80	15	the	the	DET
ajst-27308	80	16	integrity	integrity	NOUN
ajst-27308	80	17	of	of	ADP
ajst-27308	80	18	the	the	DET
ajst-27308	80	19	energy	energy	NOUN
ajst-27308	80	20	trading	trading	NOUN
ajst-27308	80	21	smart	smart	ADJ
ajst-27308	80	22	contracts	contract	NOUN
ajst-27308	80	23	[	[	X
ajst-27308	80	24	6	6	NUM
ajst-27308	80	25	]	]	PUNCT
ajst-27308	80	26	.	.	PUNCT
ajst-27308	81	1	to	to	PART
ajst-27308	81	2	establish	establish	VERB
ajst-27308	81	3	a	a	DET
ajst-27308	81	4	decentralized	decentralized	ADJ
ajst-27308	81	5	power	power	NOUN
ajst-27308	81	6	trading	trading	NOUN
ajst-27308	81	7	model	model	NOUN
ajst-27308	81	8	,	,	PUNCT
ajst-27308	81	9	a	a	DET
ajst-27308	81	10	blockchain	blockchain	NOUN
ajst-27308	81	11	-	-	PUNCT
ajst-27308	81	12	based	base	VERB
ajst-27308	81	13	decentralized	decentralized	ADJ
ajst-27308	81	14	trading	trading	NOUN
ajst-27308	81	15	platform	platform	NOUN
ajst-27308	81	16	needs	need	VERB
ajst-27308	81	17	to	to	PART
ajst-27308	81	18	be	be	AUX
ajst-27308	81	19	developed	develop	VERB
ajst-27308	81	20	,	,	PUNCT
ajst-27308	81	21	aiming	aim	VERB
ajst-27308	81	22	to	to	PART
ajst-27308	81	23	find	find	VERB
ajst-27308	81	24	effective	effective	ADJ
ajst-27308	81	25	power	power	NOUN
ajst-27308	81	26	trading	trading	NOUN
ajst-27308	81	27	management	management	NOUN
ajst-27308	81	28	methods	method	NOUN
ajst-27308	81	29	while	while	SCONJ
ajst-27308	81	30	balancing	balance	VERB
ajst-27308	81	31	the	the	DET
ajst-27308	81	32	interests	interest	NOUN
ajst-27308	81	33	of	of	ADP
ajst-27308	81	34	all	all	DET
ajst-27308	81	35	parties	party	NOUN
ajst-27308	81	36	.	.	PUNCT
ajst-27308	82	1	constructing	construct	VERB
ajst-27308	82	2	distributed	distribute	VERB
ajst-27308	82	3	energy	energy	NOUN
ajst-27308	82	4	and	and	CCONJ
ajst-27308	82	5	multi	multi	ADJ
ajst-27308	82	6	-	-	ADJ
ajst-27308	82	7	microgrid	microgrid	ADJ
ajst-27308	82	8	market	market	NOUN
ajst-27308	82	9	trading	trading	NOUN
ajst-27308	82	10	models	model	NOUN
ajst-27308	82	11	and	and	CCONJ
ajst-27308	82	12	their	their	PRON
ajst-27308	82	13	solution	solution	NOUN
ajst-27308	82	14	algorithms	algorithm	NOUN
ajst-27308	82	15	holds	hold	VERB
ajst-27308	82	16	significant	significant	ADJ
ajst-27308	82	17	meaning	meaning	NOUN
ajst-27308	82	18	and	and	CCONJ
ajst-27308	82	19	practical	practical	ADJ
ajst-27308	82	20	value	value	NOUN
ajst-27308	82	21	for	for	ADP
ajst-27308	82	22	the	the	DET
ajst-27308	82	23	development	development	NOUN
ajst-27308	82	24	of	of	ADP
ajst-27308	82	25	distribution	distribution	NOUN
ajst-27308	82	26	networks	network	NOUN
ajst-27308	82	27	and	and	CCONJ
ajst-27308	82	28	energy	energy	NOUN
ajst-27308	82	29	interconnection	interconnection	NOUN
ajst-27308	82	30	technologies	technology	NOUN
ajst-27308	82	31	.	.	PUNCT
ajst-27308	83	1	as	as	ADP
ajst-27308	83	2	a	a	DET
ajst-27308	83	3	crucial	crucial	ADJ
ajst-27308	83	4	module	module	NOUN
ajst-27308	83	5	in	in	ADP
ajst-27308	83	6	distributed	distribute	VERB
ajst-27308	83	7	systems	system	NOUN
ajst-27308	83	8	,	,	PUNCT
ajst-27308	83	9	blockchain	blockchain	PROPN
ajst-27308	83	10	technology	technology	PROPN
ajst-27308	83	11	builds	build	VERB
ajst-27308	83	12	trust	trust	NOUN
ajst-27308	83	13	between	between	ADP
ajst-27308	83	14	trading	trading	NOUN
ajst-27308	83	15	parties	party	NOUN
ajst-27308	83	16	through	through	ADP
ajst-27308	83	17	decentralization	decentralization	NOUN
ajst-27308	83	18	,	,	PUNCT
ajst-27308	83	19	enhancing	enhance	VERB
ajst-27308	83	20	its	its	PRON
ajst-27308	83	21	application	application	NOUN
ajst-27308	83	22	potential	potential	NOUN
ajst-27308	83	23	in	in	ADP
ajst-27308	83	24	data	data	NOUN
ajst-27308	83	25	analysis	analysis	NOUN
ajst-27308	83	26	and	and	CCONJ
ajst-27308	83	27	final	final	ADJ
ajst-27308	83	28	decision	decision	NOUN
ajst-27308	83	29	-	-	PUNCT
ajst-27308	83	30	making	making	NOUN
ajst-27308	83	31	.	.	PUNCT
ajst-27308	84	1	however	however	ADV
ajst-27308	84	2	,	,	PUNCT
ajst-27308	84	3	to	to	PART
ajst-27308	84	4	address	address	VERB
ajst-27308	84	5	complex	complex	ADJ
ajst-27308	84	6	multi	multi	ADJ
ajst-27308	84	7	-	-	ADJ
ajst-27308	84	8	objective	objective	ADJ
ajst-27308	84	9	optimization	optimization	NOUN
ajst-27308	84	10	problems	problem	NOUN
ajst-27308	84	11	,	,	PUNCT
ajst-27308	84	12	fair	fair	ADJ
ajst-27308	84	13	bidding	bidding	NOUN
ajst-27308	84	14	rules	rule	NOUN
ajst-27308	84	15	and	and	CCONJ
ajst-27308	84	16	multi	multi	ADJ
ajst-27308	84	17	-	-	ADJ
ajst-27308	84	18	objective	objective	ADJ
ajst-27308	84	19	dynamic	dynamic	ADJ
ajst-27308	84	20	programming	programming	NOUN
ajst-27308	84	21	models	model	NOUN
ajst-27308	84	22	need	need	VERB
ajst-27308	84	23	to	to	PART
ajst-27308	84	24	be	be	AUX
ajst-27308	84	25	established	establish	VERB
ajst-27308	84	26	.	.	PUNCT
ajst-27308	85	1	this	this	DET
ajst-27308	85	2	model	model	NOUN
ajst-27308	85	3	should	should	AUX
ajst-27308	85	4	ensure	ensure	VERB
ajst-27308	85	5	fairness	fairness	NOUN
ajst-27308	85	6	,	,	PUNCT
ajst-27308	85	7	transparency	transparency	NOUN
ajst-27308	85	8	,	,	PUNCT
ajst-27308	85	9	and	and	CCONJ
ajst-27308	85	10	information	information	NOUN
ajst-27308	85	11	effectiveness	effectiveness	NOUN
ajst-27308	85	12	in	in	ADP
ajst-27308	85	13	multimicrogrid	multimicrogrid	ADJ
ajst-27308	85	14	market	market	NOUN
ajst-27308	85	15	transactions	transaction	NOUN
ajst-27308	85	16	,	,	PUNCT
ajst-27308	85	17	while	while	SCONJ
ajst-27308	85	18	promoting	promote	VERB
ajst-27308	85	19	the	the	DET
ajst-27308	85	20	reduction	reduction	NOUN
ajst-27308	85	21	of	of	ADP
ajst-27308	85	22	power	power	NOUN
ajst-27308	85	23	production	production	NOUN
ajst-27308	85	24	costs	cost	NOUN
ajst-27308	85	25	and	and	CCONJ
ajst-27308	85	26	the	the	DET
ajst-27308	85	27	development	development	NOUN
ajst-27308	85	28	of	of	ADP
ajst-27308	85	29	environmentally	environmentally	ADV
ajst-27308	85	30	friendly	friendly	ADJ
ajst-27308	85	31	electricity	electricity	NOUN
ajst-27308	85	32	use	use	NOUN
ajst-27308	85	33	.	.	PUNCT
ajst-27308	86	1	therefore	therefore	ADV
ajst-27308	86	2	,	,	PUNCT
ajst-27308	86	3	the	the	DET
ajst-27308	86	4	primary	primary	ADJ
ajst-27308	86	5	goal	goal	NOUN
ajst-27308	86	6	should	should	AUX
ajst-27308	86	7	be	be	AUX
ajst-27308	86	8	to	to	PART
ajst-27308	86	9	minimize	minimize	VERB
ajst-27308	86	10	purchasing	purchasing	NOUN
ajst-27308	86	11	costs	cost	NOUN
ajst-27308	86	12	while	while	SCONJ
ajst-27308	86	13	prioritizing	prioritize	VERB
ajst-27308	86	14	the	the	DET
ajst-27308	86	15	electricity	electricity	NOUN
ajst-27308	86	16	needs	need	NOUN
ajst-27308	86	17	of	of	ADP
ajst-27308	86	18	centralized	centralized	ADJ
ajst-27308	86	19	,	,	PUNCT
ajst-27308	86	20	intensive	intensive	ADJ
ajst-27308	86	21	,	,	PUNCT
ajst-27308	86	22	and	and	CCONJ
ajst-27308	86	23	environmentally	environmentally	ADV
ajst-27308	86	24	friendly	friendly	ADJ
ajst-27308	86	25	industries	industry	NOUN
ajst-27308	86	26	,	,	PUNCT
ajst-27308	86	27	and	and	CCONJ
ajst-27308	86	28	to	to	PART
ajst-27308	86	29	reasonably	reasonably	ADV
ajst-27308	86	30	store	store	VERB
ajst-27308	86	31	the	the	DET
ajst-27308	86	32	power	power	NOUN
ajst-27308	86	33	of	of	ADP
ajst-27308	86	34	distributed	distribute	VERB
ajst-27308	86	35	aggregators	aggregator	NOUN
ajst-27308	86	36	.	.	PUNCT
ajst-27308	87	1	the	the	DET
ajst-27308	87	2	mechanism	mechanism	NOUN
ajst-27308	87	3	for	for	ADP
ajst-27308	87	4	power	power	NOUN
ajst-27308	87	5	distribution	distribution	NOUN
ajst-27308	87	6	should	should	AUX
ajst-27308	87	7	be	be	AUX
ajst-27308	87	8	optimized	optimize	VERB
ajst-27308	87	9	to	to	PART
ajst-27308	87	10	minimize	minimize	VERB
ajst-27308	87	11	generation	generation	NOUN
ajst-27308	87	12	investment	investment	NOUN
ajst-27308	87	13	and	and	CCONJ
ajst-27308	87	14	energy	energy	NOUN
ajst-27308	87	15	waste	waste	NOUN
ajst-27308	87	16	.	.	PUNCT
ajst-27308	88	1	5	5	X
ajst-27308	88	2	.	.	X
ajst-27308	88	3	conclusion	conclusion	NOUN
ajst-27308	88	4	microgrids	microgrid	NOUN
ajst-27308	88	5	,	,	PUNCT
ajst-27308	88	6	through	through	ADP
ajst-27308	88	7	distributed	distribute	VERB
ajst-27308	88	8	generation	generation	NOUN
ajst-27308	88	9	,	,	PUNCT
ajst-27308	88	10	energy	energy	NOUN
ajst-27308	88	11	storage	storage	NOUN
ajst-27308	88	12	,	,	PUNCT
ajst-27308	88	13	and	and	CCONJ
ajst-27308	88	14	smart	smart	ADJ
ajst-27308	88	15	control	control	NOUN
ajst-27308	88	16	technologies	technology	NOUN
ajst-27308	88	17	,	,	PUNCT
ajst-27308	88	18	can	can	AUX
ajst-27308	88	19	optimize	optimize	VERB
ajst-27308	88	20	power	power	NOUN
ajst-27308	88	21	balance	balance	NOUN
ajst-27308	88	22	and	and	CCONJ
ajst-27308	88	23	enhance	enhance	VERB
ajst-27308	88	24	system	system	NOUN
ajst-27308	88	25	intelligence	intelligence	NOUN
ajst-27308	88	26	.	.	PUNCT
ajst-27308	89	1	however	however	ADV
ajst-27308	89	2	,	,	PUNCT
ajst-27308	89	3	with	with	ADP
ajst-27308	89	4	the	the	DET
ajst-27308	89	5	emergence	emergence	NOUN
ajst-27308	89	6	of	of	ADP
ajst-27308	89	7	independent	independent	ADJ
ajst-27308	89	8	decision	decision	NOUN
ajst-27308	89	9	-	-	PUNCT
ajst-27308	89	10	makers	maker	NOUN
ajst-27308	89	11	and	and	CCONJ
ajst-27308	89	12	new	new	ADJ
ajst-27308	89	13	business	business	NOUN
ajst-27308	89	14	models	model	NOUN
ajst-27308	89	15	,	,	PUNCT
ajst-27308	89	16	traditional	traditional	ADJ
ajst-27308	89	17	power	power	NOUN
ajst-27308	89	18	market	market	NOUN
ajst-27308	89	19	trading	trading	NOUN
ajst-27308	89	20	methods	method	NOUN
ajst-27308	89	21	face	face	VERB
ajst-27308	89	22	challenges	challenge	NOUN
ajst-27308	89	23	.	.	PUNCT
ajst-27308	90	1	the	the	DET
ajst-27308	90	2	decentralized	decentralize	VERB
ajst-27308	90	3	,	,	PUNCT
ajst-27308	90	4	transparent	transparent	ADJ
ajst-27308	90	5	,	,	PUNCT
ajst-27308	90	6	and	and	CCONJ
ajst-27308	90	7	tamper	tamper	ADJ
ajst-27308	90	8	-	-	ADJ
ajst-27308	90	9	proof	proof	ADJ
ajst-27308	90	10	nature	nature	NOUN
ajst-27308	90	11	of	of	ADP
ajst-27308	90	12	blockchain	blockchain	PROPN
ajst-27308	90	13	technology	technology	PROPN
ajst-27308	90	14	can	can	AUX
ajst-27308	90	15	effectively	effectively	ADV
ajst-27308	90	16	address	address	VERB
ajst-27308	90	17	these	these	DET
ajst-27308	90	18	issues	issue	NOUN
ajst-27308	90	19	,	,	PUNCT
ajst-27308	90	20	enhancing	enhance	VERB
ajst-27308	90	21	the	the	DET
ajst-27308	90	22	security	security	NOUN
ajst-27308	90	23	and	and	CCONJ
ajst-27308	90	24	efficiency	efficiency	NOUN
ajst-27308	90	25	of	of	ADP
ajst-27308	90	26	transactions	transaction	NOUN
ajst-27308	90	27	.	.	PUNCT
ajst-27308	91	1	although	although	SCONJ
ajst-27308	91	2	current	current	ADJ
ajst-27308	91	3	applications	application	NOUN
ajst-27308	91	4	still	still	ADV
ajst-27308	91	5	face	face	VERB
ajst-27308	91	6	limitations	limitation	NOUN
ajst-27308	91	7	,	,	PUNCT
ajst-27308	91	8	such	such	ADJ
ajst-27308	91	9	as	as	ADP
ajst-27308	91	10	efficiency	efficiency	NOUN
ajst-27308	91	11	and	and	CCONJ
ajst-27308	91	12	cost	cost	NOUN
ajst-27308	91	13	concerns	concern	NOUN
ajst-27308	91	14	,	,	PUNCT
ajst-27308	91	15	future	future	ADJ
ajst-27308	91	16	advancements	advancement	NOUN
ajst-27308	91	17	in	in	ADP
ajst-27308	91	18	technology	technology	NOUN
ajst-27308	91	19	and	and	CCONJ
ajst-27308	91	20	regulatory	regulatory	ADJ
ajst-27308	91	21	improvements	improvement	NOUN
ajst-27308	91	22	are	be	AUX
ajst-27308	91	23	expected	expect	VERB
ajst-27308	91	24	to	to	PART
ajst-27308	91	25	enable	enable	VERB
ajst-27308	91	26	blockchain	blockchain	PROPN
ajst-27308	91	27	-	-	PUNCT
ajst-27308	91	28	based	base	VERB
ajst-27308	91	29	decentralized	decentralized	ADJ
ajst-27308	91	30	trading	trading	NOUN
ajst-27308	91	31	platforms	platform	NOUN
ajst-27308	91	32	to	to	PART
ajst-27308	91	33	achieve	achieve	VERB
ajst-27308	91	34	a	a	DET
ajst-27308	91	35	more	more	ADV
ajst-27308	91	36	efficient	efficient	ADJ
ajst-27308	91	37	,	,	PUNCT
ajst-27308	91	38	fair	fair	ADJ
ajst-27308	91	39	,	,	PUNCT
ajst-27308	91	40	and	and	CCONJ
ajst-27308	91	41	transparent	transparent	ADJ
ajst-27308	91	42	energy	energy	NOUN
ajst-27308	91	43	trading	trading	NOUN
ajst-27308	91	44	system	system	NOUN
ajst-27308	91	45	,	,	PUNCT
ajst-27308	91	46	thereby	thereby	ADV
ajst-27308	91	47	promoting	promote	VERB
ajst-27308	91	48	the	the	DET
ajst-27308	91	49	development	development	NOUN
ajst-27308	91	50	of	of	ADP
ajst-27308	91	51	microgrids	microgrid	NOUN
ajst-27308	91	52	and	and	CCONJ
ajst-27308	91	53	renewable	renewable	ADJ
ajst-27308	91	54	energy	energy	NOUN
ajst-27308	91	55	.	.	PUNCT
ajst-27308	92	1	references	reference	NOUN
ajst-27308	92	2	[	[	X
ajst-27308	92	3	1	1	NUM
ajst-27308	92	4	]	]	X
ajst-27308	92	5	du	du	X
ajst-27308	92	6	,	,	PUNCT
ajst-27308	92	7	x.	x.	NOUN
ajst-27308	92	8	;	;	PUNCT
ajst-27308	92	9	qi	qi	PROPN
ajst-27308	92	10	,	,	PUNCT
ajst-27308	92	11	y.	y.	PROPN
ajst-27308	92	12	;	;	PUNCT
ajst-27308	92	13	chen	chen	PROPN
ajst-27308	92	14	,	,	PUNCT
ajst-27308	92	15	b.	b.	PROPN
ajst-27308	92	16	;	;	PUNCT
ajst-27308	92	17	shan	shan	PROPN
ajst-27308	92	18	,	,	PUNCT
ajst-27308	92	19	b.	b.	PROPN
ajst-27308	92	20	;	;	PUNCT
ajst-27308	92	21	liu	liu	PROPN
ajst-27308	92	22	,	,	PUNCT
ajst-27308	92	23	x.	x.	NOUN
ajst-27308	92	24	(	(	PUNCT
ajst-27308	92	25	2021	2021	NUM
ajst-27308	92	26	)	)	PUNCT
ajst-27308	92	27	the	the	DET
ajst-27308	92	28	integration	integration	NOUN
ajst-27308	92	29	of	of	ADP
ajst-27308	92	30	blockchain	blockchain	PROPN
ajst-27308	92	31	technology	technology	PROPN
ajst-27308	92	32	and	and	CCONJ
ajst-27308	92	33	smart	smart	ADJ
ajst-27308	92	34	grid	grid	NOUN
ajst-27308	92	35	:	:	PUNCT
ajst-27308	92	36	framework	framework	NOUN
ajst-27308	92	37	and	and	CCONJ
ajst-27308	92	38	application.math	application.math	NOUN
ajst-27308	92	39	.	.	PUNCT
ajst-27308	93	1	probl	probl	PROPN
ajst-27308	93	2	.	.	PUNCT
ajst-27308	94	1	eng	eng	PROPN
ajst-27308	94	2	.	.	PROPN
ajst-27308	94	3	2021	2021	NUM
ajst-27308	94	4	,	,	PUNCT
ajst-27308	94	5	9956385	9956385	NUM
ajst-27308	94	6	.	.	PUNCT
ajst-27308	95	1	[	[	X
ajst-27308	95	2	2	2	NUM
ajst-27308	95	3	]	]	X
ajst-27308	95	4	al	al	PROPN
ajst-27308	95	5	-	-	PUNCT
ajst-27308	95	6	shetwi	shetwi	NOUN
ajst-27308	95	7	,	,	PUNCT
ajst-27308	95	8	a.q	a.q	PROPN
ajst-27308	95	9	.	.	PROPN
ajst-27308	95	10	(	(	PUNCT
ajst-27308	95	11	2022	2022	NUM
ajst-27308	95	12	)	)	PUNCT
ajst-27308	95	13	sustainable	sustainable	ADJ
ajst-27308	95	14	development	development	NOUN
ajst-27308	95	15	of	of	ADP
ajst-27308	95	16	renewable	renewable	ADJ
ajst-27308	95	17	energy	energy	NOUN
ajst-27308	95	18	integrated	integrate	VERB
ajst-27308	95	19	power	power	NOUN
ajst-27308	95	20	sector	sector	NOUN
ajst-27308	95	21	:	:	PUNCT
ajst-27308	95	22	trends	trend	NOUN
ajst-27308	95	23	,	,	PUNCT
ajst-27308	95	24	environmental	environmental	ADJ
ajst-27308	95	25	impacts	impact	NOUN
ajst-27308	95	26	,	,	PUNCT
ajst-27308	95	27	and	and	CCONJ
ajst-27308	95	28	recent	recent	ADJ
ajst-27308	95	29	challenges	challenge	NOUN
ajst-27308	95	30	.	.	PUNCT
ajst-27308	96	1	sci	sci	PROPN
ajst-27308	96	2	.	.	PUNCT
ajst-27308	96	3	total	total	PROPN
ajst-27308	96	4	environ	environ	PROPN
ajst-27308	96	5	.	.	PUNCT
ajst-27308	97	1	822	822	NUM
ajst-27308	97	2	,	,	PUNCT
ajst-27308	97	3	153645	153645	NUM
ajst-27308	97	4	.	.	PUNCT
ajst-27308	98	1	[	[	X
ajst-27308	98	2	3	3	NUM
ajst-27308	98	3	]	]	X
ajst-27308	98	4	tsao	tsao	NOUN
ajst-27308	98	5	,	,	PUNCT
ajst-27308	98	6	y.-c	y.-c	PROPN
ajst-27308	98	7	.	.	PUNCT
ajst-27308	98	8	;	;	PUNCT
ajst-27308	98	9	vu	vu	X
ajst-27308	98	10	,	,	PUNCT
ajst-27308	98	11	t.-l	t.-l	NOUN
ajst-27308	98	12	.	.	PUNCT
ajst-27308	99	1	a	a	DET
ajst-27308	99	2	(	(	PUNCT
ajst-27308	99	3	2022	2022	NUM
ajst-27308	99	4	)	)	PUNCT
ajst-27308	99	5	decentralized	decentralize	VERB
ajst-27308	99	6	microgrid	microgrid	NOUN
ajst-27308	99	7	considering	consider	VERB
ajst-27308	99	8	blockchain	blockchain	NOUN
ajst-27308	99	9	adoption	adoption	NOUN
ajst-27308	99	10	and	and	CCONJ
ajst-27308	99	11	credit	credit	NOUN
ajst-27308	99	12	risk	risk	NOUN
ajst-27308	99	13	.	.	PUNCT
ajst-27308	100	1	j.	j.	PROPN
ajst-27308	100	2	oper	oper	PROPN
ajst-27308	100	3	.	.	PUNCT
ajst-27308	101	1	res	res	PROPN
ajst-27308	101	2	.	.	PUNCT
ajst-27308	101	3	soc	soc	PROPN
ajst-27308	101	4	.	.	PUNCT
ajst-27308	102	1	73,2116–2128	73,2116–2128	X
ajst-27308	102	2	.	.	PUNCT
ajst-27308	103	1	[	[	X
ajst-27308	103	2	4	4	NUM
ajst-27308	103	3	]	]	X
ajst-27308	103	4	wang	wang	PROPN
ajst-27308	103	5	,	,	PUNCT
ajst-27308	103	6	x.	x.	PROPN
ajst-27308	103	7	;	;	PUNCT
ajst-27308	103	8	liu	liu	PROPN
ajst-27308	103	9	,	,	PUNCT
ajst-27308	103	10	p.	p.	PROPN
ajst-27308	103	11	;	;	PUNCT
ajst-27308	103	12	ji	ji	PROPN
ajst-27308	103	13	,	,	PUNCT
ajst-27308	103	14	z.	z.	PROPN
ajst-27308	103	15	(	(	PUNCT
ajst-27308	103	16	2021	2021	NUM
ajst-27308	103	17	)	)	PUNCT
ajst-27308	103	18	trading	trading	NOUN
ajst-27308	103	19	platform	platform	NOUN
ajst-27308	103	20	for	for	ADP
ajst-27308	103	21	cooperation	cooperation	NOUN
ajst-27308	103	22	and	and	CCONJ
ajst-27308	103	23	sharing	sharing	NOUN
ajst-27308	103	24	based	base	VERB
ajst-27308	103	25	on	on	ADP
ajst-27308	103	26	blockchain	blockchain	PROPN
ajst-27308	103	27	within	within	ADP
ajst-27308	103	28	multiagent	multiagent	PROPN
ajst-27308	103	29	energy	energy	PROPN
ajst-27308	103	30	internet.glob	internet.glob	PROPN
ajst-27308	103	31	.	.	PUNCT
ajst-27308	104	1	energy	energy	NOUN
ajst-27308	104	2	interconnect.4	interconnect.4	PROPN
ajst-27308	104	3	,	,	PUNCT
ajst-27308	104	4	384–393	384–393	NUM
ajst-27308	104	5	[	[	X
ajst-27308	104	6	5	5	NUM
ajst-27308	104	7	]	]	PUNCT
ajst-27308	104	8	suthar	suthar	NOUN
ajst-27308	104	9	,	,	PUNCT
ajst-27308	104	10	s.	s.	PROPN
ajst-27308	104	11	;	;	PUNCT
ajst-27308	104	12	cherukuri	cherukuri	PROPN
ajst-27308	104	13	,	,	PUNCT
ajst-27308	104	14	s.h.c	s.h.c	VERB
ajst-27308	104	15	.	.	PUNCT
ajst-27308	104	16	;	;	PUNCT
ajst-27308	104	17	pindoriya	pindoriya	PROPN
ajst-27308	104	18	,	,	PUNCT
ajst-27308	104	19	n.m	n.m	PROPN
ajst-27308	104	20	.	.	PROPN
ajst-27308	104	21	(	(	PUNCT
ajst-27308	104	22	2023	2023	NUM
ajst-27308	104	23	)	)	PUNCT
ajst-27308	104	24	peer	peer	NOUN
ajst-27308	104	25	-	-	PUNCT
ajst-27308	104	26	topeer	topeer	NOUN
ajst-27308	104	27	energy	energy	NOUN
ajst-27308	104	28	trading	trading	NOUN
ajst-27308	104	29	in	in	ADP
ajst-27308	104	30	smart	smart	ADJ
ajst-27308	104	31	grid	grid	NOUN
ajst-27308	104	32	:	:	PUNCT
ajst-27308	104	33	frameworks	framework	NOUN
ajst-27308	104	34	,	,	PUNCT
ajst-27308	104	35	implementation	implementation	NOUN
ajst-27308	104	36	methodologies	methodology	NOUN
ajst-27308	104	37	,	,	PUNCT
ajst-27308	104	38	and	and	CCONJ
ajst-27308	104	39	demonstration	demonstration	NOUN
ajst-27308	104	40	projects	project	NOUN
ajst-27308	104	41	.	.	PUNCT
ajst-27308	105	1	electr	electr	PROPN
ajst-27308	105	2	.	.	PUNCT
ajst-27308	106	1	power	power	NOUN
ajst-27308	106	2	syst	syst	PROPN
ajst-27308	106	3	.	.	PUNCT
ajst-27308	107	1	res	re	NOUN
ajst-27308	107	2	.	.	PUNCT
ajst-27308	108	1	214	214	NUM
ajst-27308	108	2	,	,	PUNCT
ajst-27308	108	3	108907	108907	NUM
ajst-27308	108	4	.	.	PUNCT
ajst-27308	109	1	[	[	X
ajst-27308	109	2	6	6	NUM
ajst-27308	109	3	]	]	SYM
ajst-27308	109	4	yahaya	yahaya	NOUN
ajst-27308	109	5	,	,	PUNCT
ajst-27308	109	6	a.s	a.s	PROPN
ajst-27308	109	7	.	.	PROPN
ajst-27308	109	8	;	;	PUNCT
ajst-27308	109	9	javaid	javaid	PROPN
ajst-27308	109	10	,	,	PUNCT
ajst-27308	109	11	n.	n.	PROPN
ajst-27308	109	12	;	;	PUNCT
ajst-27308	109	13	alzahrani	alzahrani	PROPN
ajst-27308	109	14	,	,	PUNCT
ajst-27308	109	15	f.a	f.a	PROPN
ajst-27308	109	16	.	.	PROPN
ajst-27308	109	17	;	;	PUNCT
ajst-27308	109	18	rehman	rehman	PROPN
ajst-27308	109	19	,	,	PUNCT
ajst-27308	109	20	a.	a.	NOUN
ajst-27308	109	21	;	;	PUNCT
ajst-27308	109	22	ullah	ullah	PROPN
ajst-27308	109	23	,	,	PUNCT
ajst-27308	109	24	i.	i.	PROPN
ajst-27308	109	25	;	;	PUNCT
ajst-27308	109	26	shahid	shahid	PROPN
ajst-27308	109	27	,	,	PUNCT
ajst-27308	109	28	a.	a.	NOUN
ajst-27308	109	29	;	;	PUNCT
ajst-27308	109	30	shafiq	shafiq	PROPN
ajst-27308	109	31	,	,	PUNCT
ajst-27308	109	32	m.	m.	NOUN
ajst-27308	109	33	(	(	PUNCT
ajst-27308	109	34	2020	2020	NUM
ajst-27308	109	35	)	)	PUNCT
ajst-27308	109	36	blockchain	blockchain	PROPN
ajst-27308	109	37	based	base	VERB
ajst-27308	109	38	sustainable	sustainable	ADJ
ajst-27308	109	39	local	local	ADJ
ajst-27308	109	40	energy	energy	NOUN
ajst-27308	109	41	trading	trading	NOUN
ajst-27308	109	42	considering	consider	VERB
ajst-27308	109	43	home	home	NOUN
ajst-27308	109	44	energy	energy	NOUN
ajst-27308	109	45	management	management	NOUN
ajst-27308	109	46	and	and	CCONJ
ajst-27308	109	47	demurrage	demurrage	NOUN
ajst-27308	109	48	mechanism	mechanism	NOUN
ajst-27308	109	49	.	.	PUNCT
ajst-27308	110	1	sustainability	sustainability	NOUN
ajst-27308	110	2	12	12	NUM
ajst-27308	110	3	,	,	PUNCT
ajst-27308	110	4	3385	3385	NUM
ajst-27308	110	5	.	.	PUNCT