id	sid	tid	token	lemma	pos
ajst-27555	1	1	academic	academic	ADJ
ajst-27555	1	2	journal	journal	NOUN
ajst-27555	1	3	of	of	ADP
ajst-27555	1	4	science	science	NOUN
ajst-27555	1	5	and	and	CCONJ
ajst-27555	1	6	technology	technology	NOUN
ajst-27555	1	7	issn	issn	NOUN
ajst-27555	1	8	:	:	PUNCT
ajst-27555	1	9	2771	2771	NUM
ajst-27555	1	10	-	-	SYM
ajst-27555	1	11	3032	3032	NUM
ajst-27555	1	12	|	|	NOUN
ajst-27555	1	13	vol	vol	NOUN
ajst-27555	1	14	.	.	PROPN
ajst-27555	1	15	13	13	NUM
ajst-27555	1	16	,	,	PUNCT
ajst-27555	1	17	no	no	INTJ
ajst-27555	1	18	.	.	NOUN
ajst-27555	1	19	2	2	NUM
ajst-27555	1	20	,	,	PUNCT
ajst-27555	1	21	2024	2024	NUM
ajst-27555	1	22	261	261	NUM
ajst-27555	1	23	two‐layer	two‐layer	NOUN
ajst-27555	1	24	optimization	optimization	NOUN
ajst-27555	1	25	scheduling	scheduling	NOUN
ajst-27555	1	26	of	of	ADP
ajst-27555	1	27	electric	electric	ADJ
ajst-27555	1	28	vehicle	vehicle	NOUN
ajst-27555	1	29	charging	charging	NOUN
ajst-27555	1	30	and	and	CCONJ
ajst-27555	1	31	energy	energy	NOUN
ajst-27555	1	32	storage	storage	NOUN
ajst-27555	1	33	systems	system	NOUN
ajst-27555	1	34	in	in	ADP
ajst-27555	1	35	microgrids	microgrid	NOUN
ajst-27555	1	36	tiange	tiange	NOUN
ajst-27555	1	37	xiang1	xiang1	PROPN
ajst-27555	1	38	,	,	PUNCT
ajst-27555	1	39	*	*	PROPN
ajst-27555	1	40	1department	1department	NUM
ajst-27555	1	41	of	of	ADP
ajst-27555	1	42	electrical	electrical	ADJ
ajst-27555	1	43	engineering	engineering	NOUN
ajst-27555	1	44	,	,	PUNCT
ajst-27555	1	45	minjiang	minjiang	PROPN
ajst-27555	1	46	university	university	PROPN
ajst-27555	1	47	,	,	PUNCT
ajst-27555	1	48	fuzhou	fuzhou	PROPN
ajst-27555	1	49	,	,	PUNCT
ajst-27555	1	50	fujian	fujian	PROPN
ajst-27555	1	51	,	,	PUNCT
ajst-27555	1	52	350000	350000	NUM
ajst-27555	1	53	,	,	PUNCT
ajst-27555	1	54	china	china	PROPN
ajst-27555	1	55	*	*	PUNCT
ajst-27555	1	56	corresponding	correspond	VERB
ajst-27555	1	57	author	author	NOUN
ajst-27555	1	58	’s	’s	PART
ajst-27555	1	59	email:1847431391@qq.com	email:1847431391@qq.com	PROPN
ajst-27555	1	60	abstract	abstract	PROPN
ajst-27555	1	61	:	:	PUNCT
ajst-27555	1	62	in	in	ADP
ajst-27555	1	63	the	the	DET
ajst-27555	1	64	context	context	NOUN
ajst-27555	1	65	of	of	ADP
ajst-27555	1	66	the	the	DET
ajst-27555	1	67	global	global	ADJ
ajst-27555	1	68	energy	energy	NOUN
ajst-27555	1	69	structure	structure	NOUN
ajst-27555	1	70	transformation	transformation	NOUN
ajst-27555	1	71	,	,	PUNCT
ajst-27555	1	72	microgrids	microgrid	NOUN
ajst-27555	1	73	,	,	PUNCT
ajst-27555	1	74	as	as	ADP
ajst-27555	1	75	a	a	DET
ajst-27555	1	76	new	new	ADJ
ajst-27555	1	77	type	type	NOUN
ajst-27555	1	78	of	of	ADP
ajst-27555	1	79	power	power	NOUN
ajst-27555	1	80	system	system	NOUN
ajst-27555	1	81	,	,	PUNCT
ajst-27555	1	82	have	have	AUX
ajst-27555	1	83	garnered	garner	VERB
ajst-27555	1	84	widespread	widespread	ADJ
ajst-27555	1	85	attention	attention	NOUN
ajst-27555	1	86	for	for	ADP
ajst-27555	1	87	their	their	PRON
ajst-27555	1	88	flexibility	flexibility	NOUN
ajst-27555	1	89	and	and	CCONJ
ajst-27555	1	90	efficiency	efficiency	NOUN
ajst-27555	1	91	.	.	PUNCT
ajst-27555	2	1	electric	electric	ADJ
ajst-27555	2	2	vehicles	vehicle	NOUN
ajst-27555	2	3	as	as	ADP
ajst-27555	2	4	a	a	DET
ajst-27555	2	5	green	green	ADJ
ajst-27555	2	6	transportation	transportation	NOUN
ajst-27555	2	7	tool	tool	NOUN
ajst-27555	2	8	,	,	PUNCT
ajst-27555	2	9	introduce	introduce	VERB
ajst-27555	2	10	significant	significant	ADJ
ajst-27555	2	11	volatility	volatility	NOUN
ajst-27555	2	12	in	in	ADP
ajst-27555	2	13	charging	charge	VERB
ajst-27555	2	14	loads	load	NOUN
ajst-27555	2	15	.	.	PUNCT
ajst-27555	3	1	this	this	DET
ajst-27555	3	2	paper	paper	NOUN
ajst-27555	3	3	explores	explore	VERB
ajst-27555	3	4	the	the	DET
ajst-27555	3	5	challenges	challenge	NOUN
ajst-27555	3	6	posed	pose	VERB
ajst-27555	3	7	by	by	ADP
ajst-27555	3	8	the	the	DET
ajst-27555	3	9	volatility	volatility	NOUN
ajst-27555	3	10	of	of	ADP
ajst-27555	3	11	ev	ev	ADP
ajst-27555	3	12	charging	charge	VERB
ajst-27555	3	13	loads	load	NOUN
ajst-27555	3	14	and	and	CCONJ
ajst-27555	3	15	the	the	DET
ajst-27555	3	16	conflict	conflict	NOUN
ajst-27555	3	17	in	in	ADP
ajst-27555	3	18	managing	manage	VERB
ajst-27555	3	19	energy	energy	NOUN
ajst-27555	3	20	storage	storage	NOUN
ajst-27555	3	21	systems	system	NOUN
ajst-27555	3	22	on	on	ADP
ajst-27555	3	23	the	the	DET
ajst-27555	3	24	stability	stability	NOUN
ajst-27555	3	25	and	and	CCONJ
ajst-27555	3	26	economic	economic	ADJ
ajst-27555	3	27	performance	performance	NOUN
ajst-27555	3	28	of	of	ADP
ajst-27555	3	29	microgrids	microgrid	NOUN
ajst-27555	3	30	.	.	PUNCT
ajst-27555	4	1	it	it	PRON
ajst-27555	4	2	presents	present	VERB
ajst-27555	4	3	an	an	DET
ajst-27555	4	4	optimization	optimization	NOUN
ajst-27555	4	5	approach	approach	NOUN
ajst-27555	4	6	and	and	CCONJ
ajst-27555	4	7	establishes	establish	VERB
ajst-27555	4	8	a	a	DET
ajst-27555	4	9	two	two	NUM
ajst-27555	4	10	-	-	PUNCT
ajst-27555	4	11	layer	layer	NOUN
ajst-27555	4	12	optimization	optimization	NOUN
ajst-27555	4	13	model	model	NOUN
ajst-27555	4	14	to	to	PART
ajst-27555	4	15	address	address	VERB
ajst-27555	4	16	the	the	DET
ajst-27555	4	17	conflicts	conflict	NOUN
ajst-27555	4	18	between	between	ADP
ajst-27555	4	19	charging	charge	VERB
ajst-27555	4	20	demand	demand	NOUN
ajst-27555	4	21	and	and	CCONJ
ajst-27555	4	22	energy	energy	NOUN
ajst-27555	4	23	storage	storage	NOUN
ajst-27555	4	24	management	management	NOUN
ajst-27555	4	25	.	.	PUNCT
ajst-27555	5	1	by	by	ADP
ajst-27555	5	2	employing	employ	VERB
ajst-27555	5	3	dynamic	dynamic	ADJ
ajst-27555	5	4	scheduling	scheduling	NOUN
ajst-27555	5	5	strategies	strategy	NOUN
ajst-27555	5	6	to	to	PART
ajst-27555	5	7	enhance	enhance	VERB
ajst-27555	5	8	responsiveness	responsiveness	NOUN
ajst-27555	5	9	,	,	PUNCT
ajst-27555	5	10	the	the	DET
ajst-27555	5	11	paper	paper	NOUN
ajst-27555	5	12	aims	aim	VERB
ajst-27555	5	13	to	to	PART
ajst-27555	5	14	mitigate	mitigate	VERB
ajst-27555	5	15	the	the	DET
ajst-27555	5	16	impact	impact	NOUN
ajst-27555	5	17	of	of	ADP
ajst-27555	5	18	charging	charge	VERB
ajst-27555	5	19	fluctuations	fluctuation	NOUN
ajst-27555	5	20	on	on	ADP
ajst-27555	5	21	the	the	DET
ajst-27555	5	22	microgrid	microgrid	NOUN
ajst-27555	5	23	.	.	PUNCT
ajst-27555	6	1	a	a	DET
ajst-27555	6	2	case	case	NOUN
ajst-27555	6	3	study	study	NOUN
ajst-27555	6	4	using	use	VERB
ajst-27555	6	5	a	a	DET
ajst-27555	6	6	mixed	mixed	ADJ
ajst-27555	6	7	-	-	PUNCT
ajst-27555	6	8	line	line	NOUN
ajst-27555	6	9	scenario	scenario	NOUN
ajst-27555	6	10	is	be	AUX
ajst-27555	6	11	provided	provide	VERB
ajst-27555	6	12	for	for	ADP
ajst-27555	6	13	two	two	NUM
ajst-27555	6	14	-	-	PUNCT
ajst-27555	6	15	layer	layer	NOUN
ajst-27555	6	16	optimization	optimization	NOUN
ajst-27555	6	17	modeling	modeling	NOUN
ajst-27555	6	18	.	.	PUNCT
ajst-27555	7	1	the	the	DET
ajst-27555	7	2	paper	paper	NOUN
ajst-27555	7	3	summarizes	summarize	VERB
ajst-27555	7	4	the	the	DET
ajst-27555	7	5	key	key	ADJ
ajst-27555	7	6	issues	issue	NOUN
ajst-27555	7	7	and	and	CCONJ
ajst-27555	7	8	solutions	solution	NOUN
ajst-27555	7	9	of	of	ADP
ajst-27555	7	10	the	the	DET
ajst-27555	7	11	research	research	NOUN
ajst-27555	7	12	,	,	PUNCT
ajst-27555	7	13	and	and	CCONJ
ajst-27555	7	14	based	base	VERB
ajst-27555	7	15	on	on	ADP
ajst-27555	7	16	theoretical	theoretical	ADJ
ajst-27555	7	17	and	and	CCONJ
ajst-27555	7	18	practical	practical	ADJ
ajst-27555	7	19	needs	need	NOUN
ajst-27555	7	20	,	,	PUNCT
ajst-27555	7	21	identifies	identify	VERB
ajst-27555	7	22	future	future	ADJ
ajst-27555	7	23	development	development	NOUN
ajst-27555	7	24	trends	trend	NOUN
ajst-27555	7	25	,	,	PUNCT
ajst-27555	7	26	emphasizing	emphasize	VERB
ajst-27555	7	27	higher	high	ADJ
ajst-27555	7	28	precision	precision	NOUN
ajst-27555	7	29	,	,	PUNCT
ajst-27555	7	30	stability	stability	NOUN
ajst-27555	7	31	,	,	PUNCT
ajst-27555	7	32	and	and	CCONJ
ajst-27555	7	33	the	the	DET
ajst-27555	7	34	integration	integration	NOUN
ajst-27555	7	35	of	of	ADP
ajst-27555	7	36	intelligent	intelligent	ADJ
ajst-27555	7	37	scheduling	scheduling	NOUN
ajst-27555	7	38	optimization	optimization	NOUN
ajst-27555	7	39	methods	method	NOUN
ajst-27555	7	40	.	.	PUNCT
ajst-27555	8	1	keywords	keyword	NOUN
ajst-27555	8	2	:	:	PUNCT
ajst-27555	8	3	microgrid	microgrid	ADJ
ajst-27555	8	4	,	,	PUNCT
ajst-27555	8	5	electric	electric	ADJ
ajst-27555	8	6	vehicle	vehicle	NOUN
ajst-27555	8	7	charging	charging	NOUN
ajst-27555	8	8	,	,	PUNCT
ajst-27555	8	9	energy	energy	NOUN
ajst-27555	8	10	storage	storage	NOUN
ajst-27555	8	11	system	system	NOUN
ajst-27555	8	12	,	,	PUNCT
ajst-27555	8	13	two	two	NUM
ajst-27555	8	14	-	-	PUNCT
ajst-27555	8	15	layer	layer	NOUN
ajst-27555	8	16	optimization	optimization	NOUN
ajst-27555	8	17	,	,	PUNCT
ajst-27555	8	18	scheduling	scheduling	NOUN
ajst-27555	8	19	strategy	strategy	NOUN
ajst-27555	8	20	.	.	PUNCT
ajst-27555	9	1	1	1	X
ajst-27555	9	2	.	.	X
ajst-27555	9	3	introduction	introduction	NOUN
ajst-27555	9	4	currently	currently	ADV
ajst-27555	9	5	,	,	PUNCT
ajst-27555	9	6	the	the	DET
ajst-27555	9	7	rapid	rapid	ADJ
ajst-27555	9	8	growth	growth	NOUN
ajst-27555	9	9	in	in	ADP
ajst-27555	9	10	energy	energy	NOUN
ajst-27555	9	11	demand	demand	NOUN
ajst-27555	9	12	driven	drive	VERB
ajst-27555	9	13	by	by	ADP
ajst-27555	9	14	social	social	ADJ
ajst-27555	9	15	development	development	NOUN
ajst-27555	9	16	and	and	CCONJ
ajst-27555	9	17	the	the	DET
ajst-27555	9	18	significant	significant	ADJ
ajst-27555	9	19	greenhouse	greenhouse	NOUN
ajst-27555	9	20	gas	gas	NOUN
ajst-27555	9	21	emissions	emission	NOUN
ajst-27555	9	22	from	from	ADP
ajst-27555	9	23	fossil	fossil	NOUN
ajst-27555	9	24	fuel	fuel	NOUN
ajst-27555	9	25	-	-	PUNCT
ajst-27555	9	26	based	base	VERB
ajst-27555	9	27	power	power	NOUN
ajst-27555	9	28	generation	generation	NOUN
ajst-27555	9	29	necessitate	necessitate	ADJ
ajst-27555	9	30	a	a	DET
ajst-27555	9	31	disruptive	disruptive	ADJ
ajst-27555	9	32	transformation	transformation	NOUN
ajst-27555	9	33	of	of	ADP
ajst-27555	9	34	the	the	DET
ajst-27555	9	35	energy	energy	NOUN
ajst-27555	9	36	structure	structure	NOUN
ajst-27555	9	37	to	to	PART
ajst-27555	9	38	achieve	achieve	VERB
ajst-27555	9	39	the	the	DET
ajst-27555	9	40	strategic	strategic	ADJ
ajst-27555	9	41	goals	goal	NOUN
ajst-27555	9	42	of	of	ADP
ajst-27555	9	43	“	"	PUNCT
ajst-27555	9	44	carbon	carbon	NOUN
ajst-27555	9	45	peaking	peaking	NOUN
ajst-27555	9	46	”	"	PUNCT
ajst-27555	9	47	and	and	CCONJ
ajst-27555	9	48	“	"	PUNCT
ajst-27555	9	49	carbon	carbon	NOUN
ajst-27555	9	50	neutrality	neutrality	NOUN
ajst-27555	9	51	”	"	PUNCT
ajst-27555	10	1	[	[	X
ajst-27555	10	2	1	1	NUM
ajst-27555	10	3	]	]	PUNCT
ajst-27555	10	4	.	.	PUNCT
ajst-27555	11	1	a	a	DET
ajst-27555	11	2	microgrid	microgrid	NOUN
ajst-27555	11	3	is	be	AUX
ajst-27555	11	4	an	an	DET
ajst-27555	11	5	independent	independent	ADJ
ajst-27555	11	6	power	power	NOUN
ajst-27555	11	7	network	network	NOUN
ajst-27555	11	8	composed	compose	VERB
ajst-27555	11	9	of	of	ADP
ajst-27555	11	10	local	local	ADJ
ajst-27555	11	11	generation	generation	NOUN
ajst-27555	11	12	equipment	equipment	NOUN
ajst-27555	11	13	,	,	PUNCT
ajst-27555	11	14	energy	energy	NOUN
ajst-27555	11	15	storage	storage	NOUN
ajst-27555	11	16	systems	system	NOUN
ajst-27555	11	17	,	,	PUNCT
ajst-27555	11	18	loads	load	NOUN
ajst-27555	11	19	,	,	PUNCT
ajst-27555	11	20	and	and	CCONJ
ajst-27555	11	21	control	control	NOUN
ajst-27555	11	22	systems	system	NOUN
ajst-27555	11	23	that	that	PRON
ajst-27555	11	24	can	can	AUX
ajst-27555	11	25	operate	operate	VERB
ajst-27555	11	26	independently	independently	ADV
ajst-27555	11	27	from	from	ADP
ajst-27555	11	28	the	the	DET
ajst-27555	11	29	main	main	ADJ
ajst-27555	11	30	grid	grid	NOUN
ajst-27555	11	31	.	.	PUNCT
ajst-27555	12	1	its	its	PRON
ajst-27555	12	2	flexibility	flexibility	NOUN
ajst-27555	12	3	and	and	CCONJ
ajst-27555	12	4	efficiency	efficiency	NOUN
ajst-27555	12	5	make	make	VERB
ajst-27555	12	6	it	it	PRON
ajst-27555	12	7	highly	highly	ADV
ajst-27555	12	8	advantageous	advantageous	ADJ
ajst-27555	12	9	in	in	ADP
ajst-27555	12	10	dealing	deal	VERB
ajst-27555	12	11	with	with	ADP
ajst-27555	12	12	instability	instability	NOUN
ajst-27555	12	13	in	in	ADP
ajst-27555	12	14	power	power	NOUN
ajst-27555	12	15	supply	supply	NOUN
ajst-27555	12	16	and	and	CCONJ
ajst-27555	12	17	enhancing	enhance	VERB
ajst-27555	12	18	the	the	DET
ajst-27555	12	19	utilization	utilization	NOUN
ajst-27555	12	20	rate	rate	NOUN
ajst-27555	12	21	of	of	ADP
ajst-27555	12	22	renewable	renewable	ADJ
ajst-27555	12	23	energy	energy	NOUN
ajst-27555	12	24	.	.	PUNCT
ajst-27555	13	1	a	a	DET
ajst-27555	13	2	microgrid	microgrid	ADJ
ajst-27555	13	3	cluster	cluster	NOUN
ajst-27555	13	4	combines	combine	VERB
ajst-27555	13	5	multiple	multiple	ADJ
ajst-27555	13	6	individual	individual	ADJ
ajst-27555	13	7	microgrids	microgrid	NOUN
ajst-27555	13	8	to	to	PART
ajst-27555	13	9	enhance	enhance	VERB
ajst-27555	13	10	the	the	DET
ajst-27555	13	11	stability	stability	NOUN
ajst-27555	13	12	of	of	ADP
ajst-27555	13	13	the	the	DET
ajst-27555	13	14	microgrid	microgrid	NOUN
ajst-27555	13	15	system	system	NOUN
ajst-27555	13	16	,	,	PUNCT
ajst-27555	13	17	allowing	allow	VERB
ajst-27555	13	18	renewable	renewable	ADJ
ajst-27555	13	19	energy	energy	NOUN
ajst-27555	13	20	to	to	PART
ajst-27555	13	21	meet	meet	VERB
ajst-27555	13	22	diversified	diversified	ADJ
ajst-27555	13	23	power	power	NOUN
ajst-27555	13	24	demands	demand	NOUN
ajst-27555	13	25	flexibly	flexibly	ADV
ajst-27555	13	26	and	and	CCONJ
ajst-27555	13	27	reducing	reduce	VERB
ajst-27555	13	28	the	the	DET
ajst-27555	13	29	impact	impact	NOUN
ajst-27555	13	30	of	of	ADP
ajst-27555	13	31	electric	electric	ADJ
ajst-27555	13	32	vehicle	vehicle	NOUN
ajst-27555	13	33	(	(	PUNCT
ajst-27555	13	34	ev	ev	INTJ
ajst-27555	13	35	)	)	PUNCT
ajst-27555	13	36	charging	charge	VERB
ajst-27555	13	37	loads	load	NOUN
ajst-27555	13	38	on	on	ADP
ajst-27555	13	39	the	the	DET
ajst-27555	13	40	traditional	traditional	ADJ
ajst-27555	13	41	large	large	ADJ
ajst-27555	13	42	grid	grid	NOUN
ajst-27555	13	43	[	[	X
ajst-27555	13	44	2	2	NUM
ajst-27555	13	45	]	]	PUNCT
ajst-27555	13	46	.	.	PUNCT
ajst-27555	14	1	the	the	DET
ajst-27555	14	2	structure	structure	NOUN
ajst-27555	14	3	of	of	ADP
ajst-27555	14	4	a	a	DET
ajst-27555	14	5	microgrid	microgrid	ADJ
ajst-27555	14	6	cluster	cluster	NOUN
ajst-27555	14	7	is	be	AUX
ajst-27555	14	8	illustrated	illustrate	VERB
ajst-27555	14	9	in	in	ADP
ajst-27555	14	10	figure	figure	NOUN
ajst-27555	14	11	1	1	NUM
ajst-27555	14	12	.	.	PUNCT
ajst-27555	14	13	figure	figure	NOUN
ajst-27555	14	14	1	1	NUM
ajst-27555	14	15	.	.	PUNCT
ajst-27555	15	1	structure	structure	NOUN
ajst-27555	15	2	of	of	ADP
ajst-27555	15	3	a	a	DET
ajst-27555	15	4	microgrid	microgrid	ADJ
ajst-27555	15	5	cluster	cluster	NOUN
ajst-27555	15	6	electric	electric	ADJ
ajst-27555	15	7	vehicle	vehicle	NOUN
ajst-27555	15	8	(	(	PUNCT
ajst-27555	15	9	ev	ev	INTJ
ajst-27555	15	10	)	)	PUNCT
ajst-27555	15	11	charging	charge	VERB
ajst-27555	15	12	loads	load	NOUN
ajst-27555	15	13	exhibit	exhibit	VERB
ajst-27555	15	14	significant	significant	ADJ
ajst-27555	15	15	time	time	NOUN
ajst-27555	15	16	dependency	dependency	NOUN
ajst-27555	15	17	,	,	PUNCT
ajst-27555	15	18	with	with	ADP
ajst-27555	15	19	demand	demand	NOUN
ajst-27555	15	20	fluctuating	fluctuate	VERB
ajst-27555	15	21	greatly	greatly	ADV
ajst-27555	15	22	across	across	ADP
ajst-27555	15	23	different	different	ADJ
ajst-27555	15	24	time	time	NOUN
ajst-27555	15	25	periods	period	NOUN
ajst-27555	15	26	.	.	PUNCT
ajst-27555	16	1	for	for	ADP
ajst-27555	16	2	instance	instance	NOUN
ajst-27555	16	3	,	,	PUNCT
ajst-27555	16	4	peak	peak	NOUN
ajst-27555	16	5	charging	charge	VERB
ajst-27555	16	6	demands	demand	NOUN
ajst-27555	16	7	can	can	AUX
ajst-27555	16	8	pose	pose	VERB
ajst-27555	16	9	a	a	DET
ajst-27555	16	10	burden	burden	NOUN
ajst-27555	16	11	on	on	ADP
ajst-27555	16	12	the	the	DET
ajst-27555	16	13	microgrid	microgrid	NOUN
ajst-27555	16	14	,	,	PUNCT
ajst-27555	16	15	especially	especially	ADV
ajst-27555	16	16	as	as	ADP
ajst-27555	16	17	the	the	DET
ajst-27555	16	18	number	number	NOUN
ajst-27555	16	19	262	262	NUM
ajst-27555	16	20	of	of	ADP
ajst-27555	16	21	evs	evs	NOUN
ajst-27555	16	22	surges	surge	NOUN
ajst-27555	16	23	.	.	PUNCT
ajst-27555	17	1	such	such	ADJ
ajst-27555	17	2	load	load	NOUN
ajst-27555	17	3	fluctuations	fluctuation	NOUN
ajst-27555	17	4	increase	increase	VERB
ajst-27555	17	5	the	the	DET
ajst-27555	17	6	complexity	complexity	NOUN
ajst-27555	17	7	of	of	ADP
ajst-27555	17	8	power	power	NOUN
ajst-27555	17	9	system	system	NOUN
ajst-27555	17	10	operations	operation	NOUN
ajst-27555	17	11	and	and	CCONJ
ajst-27555	17	12	may	may	AUX
ajst-27555	17	13	affect	affect	VERB
ajst-27555	17	14	the	the	DET
ajst-27555	17	15	economy	economy	NOUN
ajst-27555	17	16	and	and	CCONJ
ajst-27555	17	17	reliability	reliability	NOUN
ajst-27555	17	18	of	of	ADP
ajst-27555	17	19	the	the	DET
ajst-27555	17	20	microgrid	microgrid	NOUN
ajst-27555	18	1	[	[	X
ajst-27555	18	2	3	3	NUM
ajst-27555	18	3	]	]	PUNCT
ajst-27555	18	4	.	.	PUNCT
ajst-27555	19	1	as	as	ADP
ajst-27555	19	2	a	a	DET
ajst-27555	19	3	crucial	crucial	ADJ
ajst-27555	19	4	component	component	NOUN
ajst-27555	19	5	of	of	ADP
ajst-27555	19	6	the	the	DET
ajst-27555	19	7	microgrid	microgrid	NOUN
ajst-27555	19	8	system	system	NOUN
ajst-27555	19	9	,	,	PUNCT
ajst-27555	19	10	the	the	DET
ajst-27555	19	11	energy	energy	NOUN
ajst-27555	19	12	storage	storage	NOUN
ajst-27555	19	13	system	system	NOUN
ajst-27555	19	14	provides	provide	VERB
ajst-27555	19	15	flexible	flexible	ADJ
ajst-27555	19	16	energy	energy	NOUN
ajst-27555	19	17	reserves	reserve	NOUN
ajst-27555	19	18	and	and	CCONJ
ajst-27555	19	19	scheduling	scheduling	NOUN
ajst-27555	19	20	capabilities	capability	NOUN
ajst-27555	19	21	in	in	ADP
ajst-27555	19	22	cases	case	NOUN
ajst-27555	19	23	of	of	ADP
ajst-27555	19	24	energy	energy	NOUN
ajst-27555	19	25	shortages	shortage	NOUN
ajst-27555	19	26	or	or	CCONJ
ajst-27555	19	27	supply	supply	NOUN
ajst-27555	19	28	load	load	NOUN
ajst-27555	19	29	fluctuations	fluctuation	NOUN
ajst-27555	19	30	[	[	X
ajst-27555	19	31	4	4	NUM
ajst-27555	19	32	]	]	PUNCT
ajst-27555	19	33	.	.	PUNCT
ajst-27555	20	1	by	by	ADP
ajst-27555	20	2	optimizing	optimize	VERB
ajst-27555	20	3	the	the	DET
ajst-27555	20	4	charging	charging	NOUN
ajst-27555	20	5	and	and	CCONJ
ajst-27555	20	6	discharging	discharge	VERB
ajst-27555	20	7	strategies	strategy	NOUN
ajst-27555	20	8	of	of	ADP
ajst-27555	20	9	the	the	DET
ajst-27555	20	10	energy	energy	NOUN
ajst-27555	20	11	storage	storage	NOUN
ajst-27555	20	12	system	system	NOUN
ajst-27555	20	13	,	,	PUNCT
ajst-27555	20	14	the	the	DET
ajst-27555	20	15	stability	stability	NOUN
ajst-27555	20	16	and	and	CCONJ
ajst-27555	20	17	economy	economy	NOUN
ajst-27555	20	18	of	of	ADP
ajst-27555	20	19	the	the	DET
ajst-27555	20	20	microgrid	microgrid	NOUN
ajst-27555	20	21	can	can	AUX
ajst-27555	20	22	be	be	AUX
ajst-27555	20	23	significantly	significantly	ADV
ajst-27555	20	24	improved	improve	VERB
ajst-27555	20	25	.	.	PUNCT
ajst-27555	21	1	however	however	ADV
ajst-27555	21	2	,	,	PUNCT
ajst-27555	21	3	the	the	DET
ajst-27555	21	4	scheduling	scheduling	NOUN
ajst-27555	21	5	of	of	ADP
ajst-27555	21	6	the	the	DET
ajst-27555	21	7	energy	energy	NOUN
ajst-27555	21	8	storage	storage	NOUN
ajst-27555	21	9	system	system	NOUN
ajst-27555	21	10	needs	need	VERB
ajst-27555	21	11	to	to	PART
ajst-27555	21	12	be	be	AUX
ajst-27555	21	13	coordinated	coordinate	VERB
ajst-27555	21	14	with	with	ADP
ajst-27555	21	15	ev	ev	X
ajst-27555	21	16	charging	charge	VERB
ajst-27555	21	17	loads	load	NOUN
ajst-27555	21	18	to	to	PART
ajst-27555	21	19	achieve	achieve	VERB
ajst-27555	21	20	optimal	optimal	ADJ
ajst-27555	21	21	operational	operational	ADJ
ajst-27555	21	22	effectiveness	effectiveness	NOUN
ajst-27555	21	23	.	.	PUNCT
ajst-27555	22	1	optimizing	optimize	VERB
ajst-27555	22	2	the	the	DET
ajst-27555	22	3	scheduling	scheduling	NOUN
ajst-27555	22	4	strategy	strategy	NOUN
ajst-27555	22	5	for	for	ADP
ajst-27555	22	6	the	the	DET
ajst-27555	22	7	energy	energy	NOUN
ajst-27555	22	8	storage	storage	NOUN
ajst-27555	22	9	system	system	NOUN
ajst-27555	22	10	requires	require	VERB
ajst-27555	22	11	consideration	consideration	NOUN
ajst-27555	22	12	of	of	ADP
ajst-27555	22	13	not	not	PART
ajst-27555	22	14	only	only	ADV
ajst-27555	22	15	the	the	DET
ajst-27555	22	16	system	system	NOUN
ajst-27555	22	17	’s	’s	PART
ajst-27555	22	18	real	real	ADJ
ajst-27555	22	19	-	-	PUNCT
ajst-27555	22	20	time	time	NOUN
ajst-27555	22	21	load	load	NOUN
ajst-27555	22	22	and	and	CCONJ
ajst-27555	22	23	generation	generation	NOUN
ajst-27555	22	24	but	but	CCONJ
ajst-27555	22	25	also	also	ADV
ajst-27555	22	26	the	the	DET
ajst-27555	22	27	integration	integration	NOUN
ajst-27555	22	28	of	of	ADP
ajst-27555	22	29	fluctuating	fluctuate	VERB
ajst-27555	22	30	ev	ev	INTJ
ajst-27555	22	31	charging	charge	VERB
ajst-27555	22	32	demands	demand	NOUN
ajst-27555	22	33	[	[	X
ajst-27555	22	34	5	5	NUM
ajst-27555	22	35	]	]	PUNCT
ajst-27555	22	36	.	.	PUNCT
ajst-27555	23	1	this	this	DET
ajst-27555	23	2	paper	paper	NOUN
ajst-27555	23	3	explores	explore	VERB
ajst-27555	23	4	the	the	DET
ajst-27555	23	5	two	two	NUM
ajst-27555	23	6	-	-	PUNCT
ajst-27555	23	7	layer	layer	NOUN
ajst-27555	23	8	optimal	optimal	ADJ
ajst-27555	23	9	scheduling	scheduling	NOUN
ajst-27555	23	10	problem	problem	NOUN
ajst-27555	23	11	of	of	ADP
ajst-27555	23	12	ev	ev	ADP
ajst-27555	23	13	charging	charging	NOUN
ajst-27555	23	14	and	and	CCONJ
ajst-27555	23	15	energy	energy	NOUN
ajst-27555	23	16	storage	storage	NOUN
ajst-27555	23	17	systems	system	NOUN
ajst-27555	23	18	in	in	ADP
ajst-27555	23	19	microgrids	microgrid	NOUN
ajst-27555	23	20	.	.	PUNCT
ajst-27555	24	1	the	the	DET
ajst-27555	24	2	two	two	NUM
ajst-27555	24	3	-	-	PUNCT
ajst-27555	24	4	layer	layer	NOUN
ajst-27555	24	5	optimization	optimization	NOUN
ajst-27555	24	6	model	model	NOUN
ajst-27555	24	7	focuses	focus	VERB
ajst-27555	24	8	on	on	ADP
ajst-27555	24	9	system	system	NOUN
ajst-27555	24	10	economy	economy	NOUN
ajst-27555	24	11	and	and	CCONJ
ajst-27555	24	12	stability	stability	NOUN
ajst-27555	24	13	at	at	ADP
ajst-27555	24	14	the	the	DET
ajst-27555	24	15	higher	high	ADJ
ajst-27555	24	16	level	level	NOUN
ajst-27555	24	17	,	,	PUNCT
ajst-27555	24	18	while	while	SCONJ
ajst-27555	24	19	optimizing	optimize	VERB
ajst-27555	24	20	scheduling	scheduling	NOUN
ajst-27555	24	21	strategies	strategy	NOUN
ajst-27555	24	22	at	at	ADP
ajst-27555	24	23	the	the	DET
ajst-27555	24	24	lower	low	ADJ
ajst-27555	24	25	level	level	NOUN
ajst-27555	24	26	.	.	PUNCT
ajst-27555	25	1	through	through	ADP
ajst-27555	25	2	a	a	DET
ajst-27555	25	3	review	review	NOUN
ajst-27555	25	4	of	of	ADP
ajst-27555	25	5	existing	exist	VERB
ajst-27555	25	6	research	research	NOUN
ajst-27555	25	7	,	,	PUNCT
ajst-27555	25	8	key	key	ADJ
ajst-27555	25	9	issues	issue	NOUN
ajst-27555	25	10	are	be	AUX
ajst-27555	25	11	identified	identify	VERB
ajst-27555	25	12	,	,	PUNCT
ajst-27555	25	13	and	and	CCONJ
ajst-27555	25	14	solutions	solution	NOUN
ajst-27555	25	15	and	and	CCONJ
ajst-27555	25	16	future	future	ADJ
ajst-27555	25	17	research	research	NOUN
ajst-27555	25	18	directions	direction	NOUN
ajst-27555	25	19	are	be	AUX
ajst-27555	25	20	proposed	propose	VERB
ajst-27555	25	21	.	.	PUNCT
ajst-27555	26	1	the	the	DET
ajst-27555	26	2	aim	aim	NOUN
ajst-27555	26	3	is	be	AUX
ajst-27555	26	4	to	to	PART
ajst-27555	26	5	provide	provide	VERB
ajst-27555	26	6	new	new	ADJ
ajst-27555	26	7	ideas	idea	NOUN
ajst-27555	26	8	and	and	CCONJ
ajst-27555	26	9	methods	method	NOUN
ajst-27555	26	10	for	for	ADP
ajst-27555	26	11	optimal	optimal	ADJ
ajst-27555	26	12	scheduling	scheduling	NOUN
ajst-27555	26	13	in	in	ADP
ajst-27555	26	14	microgrids	microgrid	NOUN
ajst-27555	26	15	,	,	PUNCT
ajst-27555	26	16	enabling	enable	VERB
ajst-27555	26	17	more	more	ADV
ajst-27555	26	18	efficient	efficient	ADJ
ajst-27555	26	19	and	and	CCONJ
ajst-27555	26	20	stable	stable	ADJ
ajst-27555	26	21	power	power	NOUN
ajst-27555	26	22	system	system	NOUN
ajst-27555	26	23	operations	operation	NOUN
ajst-27555	26	24	.	.	PUNCT
ajst-27555	27	1	2	2	X
ajst-27555	27	2	.	.	X
ajst-27555	27	3	conflict	conflict	NOUN
ajst-27555	27	4	between	between	ADP
ajst-27555	27	5	charging	charge	VERB
ajst-27555	27	6	demand	demand	NOUN
ajst-27555	27	7	and	and	CCONJ
ajst-27555	27	8	energy	energy	NOUN
ajst-27555	27	9	storage	storage	NOUN
ajst-27555	27	10	management	management	NOUN
ajst-27555	27	11	the	the	DET
ajst-27555	27	12	primary	primary	ADJ
ajst-27555	27	13	conflict	conflict	NOUN
ajst-27555	27	14	between	between	ADP
ajst-27555	27	15	charging	charge	VERB
ajst-27555	27	16	demand	demand	NOUN
ajst-27555	27	17	and	and	CCONJ
ajst-27555	27	18	energy	energy	NOUN
ajst-27555	27	19	storage	storage	NOUN
ajst-27555	27	20	management	management	NOUN
ajst-27555	27	21	arises	arise	VERB
ajst-27555	27	22	from	from	ADP
ajst-27555	27	23	load	load	NOUN
ajst-27555	27	24	fluctuations	fluctuation	NOUN
ajst-27555	27	25	,	,	PUNCT
ajst-27555	27	26	limitations	limitation	NOUN
ajst-27555	27	27	in	in	ADP
ajst-27555	27	28	energy	energy	NOUN
ajst-27555	27	29	storage	storage	NOUN
ajst-27555	27	30	system	system	NOUN
ajst-27555	27	31	capacity	capacity	NOUN
ajst-27555	27	32	,	,	PUNCT
ajst-27555	27	33	and	and	CCONJ
ajst-27555	27	34	the	the	DET
ajst-27555	27	35	sudden	sudden	ADJ
ajst-27555	27	36	nature	nature	NOUN
ajst-27555	27	37	of	of	ADP
ajst-27555	27	38	charging	charge	VERB
ajst-27555	27	39	demand	demand	NOUN
ajst-27555	27	40	.	.	PUNCT
ajst-27555	28	1	electric	electric	ADJ
ajst-27555	28	2	vehicle	vehicle	NOUN
ajst-27555	28	3	(	(	PUNCT
ajst-27555	28	4	ev	ev	INTJ
ajst-27555	28	5	)	)	PUNCT
ajst-27555	28	6	charging	charge	VERB
ajst-27555	28	7	demand	demand	NOUN
ajst-27555	28	8	exhibits	exhibit	VERB
ajst-27555	28	9	significant	significant	ADJ
ajst-27555	28	10	periodicity	periodicity	NOUN
ajst-27555	28	11	and	and	CCONJ
ajst-27555	28	12	uncertainty	uncertainty	NOUN
ajst-27555	28	13	,	,	PUNCT
ajst-27555	28	14	particularly	particularly	ADV
ajst-27555	28	15	surging	surge	VERB
ajst-27555	28	16	during	during	ADP
ajst-27555	28	17	peak	peak	NOUN
ajst-27555	28	18	periods	period	NOUN
ajst-27555	28	19	,	,	PUNCT
ajst-27555	28	20	which	which	PRON
ajst-27555	28	21	markedly	markedly	ADV
ajst-27555	28	22	increases	increase	VERB
ajst-27555	28	23	the	the	DET
ajst-27555	28	24	load	load	NOUN
ajst-27555	28	25	on	on	ADP
ajst-27555	28	26	microgrids	microgrid	NOUN
ajst-27555	28	27	.	.	PUNCT
ajst-27555	29	1	this	this	DET
ajst-27555	29	2	sudden	sudden	ADJ
ajst-27555	29	3	demand	demand	NOUN
ajst-27555	29	4	may	may	AUX
ajst-27555	29	5	cause	cause	VERB
ajst-27555	29	6	the	the	DET
ajst-27555	29	7	energy	energy	NOUN
ajst-27555	29	8	storage	storage	NOUN
ajst-27555	29	9	system	system	NOUN
ajst-27555	29	10	to	to	PART
ajst-27555	29	11	be	be	AUX
ajst-27555	29	12	unable	unable	ADJ
ajst-27555	29	13	to	to	PART
ajst-27555	29	14	meet	meet	VERB
ajst-27555	29	15	grid	grid	NOUN
ajst-27555	29	16	demands	demand	NOUN
ajst-27555	29	17	during	during	ADP
ajst-27555	29	18	peak	peak	NOUN
ajst-27555	29	19	times	time	NOUN
ajst-27555	29	20	,	,	PUNCT
ajst-27555	29	21	affecting	affect	VERB
ajst-27555	29	22	the	the	DET
ajst-27555	29	23	stability	stability	NOUN
ajst-27555	29	24	and	and	CCONJ
ajst-27555	29	25	efficiency	efficiency	NOUN
ajst-27555	29	26	of	of	ADP
ajst-27555	29	27	the	the	DET
ajst-27555	29	28	microgrid	microgrid	NOUN
ajst-27555	29	29	.	.	PUNCT
ajst-27555	30	1	2.1	2.1	NUM
ajst-27555	30	2	.	.	PUNCT
ajst-27555	30	3	difficulties	difficulty	NOUN
ajst-27555	30	4	in	in	ADP
ajst-27555	30	5	addressing	address	VERB
ajst-27555	30	6	the	the	DET
ajst-27555	30	7	conflict	conflict	NOUN
ajst-27555	30	8	the	the	DET
ajst-27555	30	9	conflict	conflict	NOUN
ajst-27555	30	10	between	between	ADP
ajst-27555	30	11	charging	charge	VERB
ajst-27555	30	12	demand	demand	NOUN
ajst-27555	30	13	and	and	CCONJ
ajst-27555	30	14	energy	energy	NOUN
ajst-27555	30	15	storage	storage	NOUN
ajst-27555	30	16	management	management	NOUN
ajst-27555	30	17	presents	present	VERB
ajst-27555	30	18	several	several	ADJ
ajst-27555	30	19	challenges	challenge	NOUN
ajst-27555	30	20	.	.	PUNCT
ajst-27555	31	1	the	the	DET
ajst-27555	31	2	first	first	ADJ
ajst-27555	31	3	is	be	AUX
ajst-27555	31	4	the	the	DET
ajst-27555	31	5	uncertainty	uncertainty	NOUN
ajst-27555	31	6	in	in	ADP
ajst-27555	31	7	load	load	NOUN
ajst-27555	31	8	forecasting	forecasting	NOUN
ajst-27555	31	9	.	.	PUNCT
ajst-27555	32	1	ev	ev	X
ajst-27555	32	2	charging	charge	VERB
ajst-27555	32	3	demand	demand	NOUN
ajst-27555	32	4	is	be	AUX
ajst-27555	32	5	influenced	influence	VERB
ajst-27555	32	6	by	by	ADP
ajst-27555	32	7	various	various	ADJ
ajst-27555	32	8	factors	factor	NOUN
ajst-27555	32	9	such	such	ADJ
ajst-27555	32	10	as	as	ADP
ajst-27555	32	11	user	user	NOUN
ajst-27555	32	12	habits	habit	NOUN
ajst-27555	32	13	,	,	PUNCT
ajst-27555	32	14	weather	weather	NOUN
ajst-27555	32	15	conditions	condition	NOUN
ajst-27555	32	16	,	,	PUNCT
ajst-27555	32	17	and	and	CCONJ
ajst-27555	32	18	the	the	DET
ajst-27555	32	19	prevalence	prevalence	NOUN
ajst-27555	32	20	of	of	ADP
ajst-27555	32	21	electric	electric	ADJ
ajst-27555	32	22	vehicles	vehicle	NOUN
ajst-27555	32	23	,	,	PUNCT
ajst-27555	32	24	making	make	VERB
ajst-27555	32	25	accurate	accurate	ADJ
ajst-27555	32	26	forecasting	forecasting	NOUN
ajst-27555	32	27	difficult	difficult	ADJ
ajst-27555	32	28	.	.	PUNCT
ajst-27555	33	1	during	during	ADP
ajst-27555	33	2	peak	peak	NOUN
ajst-27555	33	3	periods	period	NOUN
ajst-27555	33	4	,	,	PUNCT
ajst-27555	33	5	balancing	balance	VERB
ajst-27555	33	6	between	between	ADP
ajst-27555	33	7	electricity	electricity	NOUN
ajst-27555	33	8	costs	cost	NOUN
ajst-27555	33	9	,	,	PUNCT
ajst-27555	33	10	energy	energy	NOUN
ajst-27555	33	11	storage	storage	NOUN
ajst-27555	33	12	efficiency	efficiency	NOUN
ajst-27555	33	13	,	,	PUNCT
ajst-27555	33	14	and	and	CCONJ
ajst-27555	33	15	grid	grid	NOUN
ajst-27555	33	16	stability	stability	NOUN
ajst-27555	33	17	is	be	AUX
ajst-27555	33	18	required	require	VERB
ajst-27555	33	19	.	.	PUNCT
ajst-27555	34	1	particularly	particularly	ADV
ajst-27555	34	2	with	with	ADP
ajst-27555	34	3	limited	limited	ADJ
ajst-27555	34	4	energy	energy	NOUN
ajst-27555	34	5	storage	storage	NOUN
ajst-27555	34	6	system	system	NOUN
ajst-27555	34	7	capacity	capacity	NOUN
ajst-27555	34	8	,	,	PUNCT
ajst-27555	34	9	configuring	configure	VERB
ajst-27555	34	10	charging	charge	VERB
ajst-27555	34	11	loads	load	NOUN
ajst-27555	34	12	and	and	CCONJ
ajst-27555	34	13	energy	energy	NOUN
ajst-27555	34	14	storage	storage	NOUN
ajst-27555	34	15	discharge	discharge	NOUN
ajst-27555	34	16	strategies	strategy	NOUN
ajst-27555	34	17	becomes	become	VERB
ajst-27555	34	18	a	a	DET
ajst-27555	34	19	critical	critical	ADJ
ajst-27555	34	20	challenge	challenge	NOUN
ajst-27555	34	21	.	.	PUNCT
ajst-27555	35	1	optimization	optimization	NOUN
ajst-27555	35	2	models	model	NOUN
ajst-27555	35	3	must	must	AUX
ajst-27555	35	4	consider	consider	VERB
ajst-27555	35	5	multiple	multiple	ADJ
ajst-27555	35	6	levels	level	NOUN
ajst-27555	35	7	of	of	ADP
ajst-27555	35	8	constraints	constraint	NOUN
ajst-27555	35	9	and	and	CCONJ
ajst-27555	35	10	objectives	objective	NOUN
ajst-27555	35	11	,	,	PUNCT
ajst-27555	35	12	and	and	CCONJ
ajst-27555	35	13	accurately	accurately	ADV
ajst-27555	35	14	describing	describe	VERB
ajst-27555	35	15	and	and	CCONJ
ajst-27555	35	16	solving	solve	VERB
ajst-27555	35	17	these	these	DET
ajst-27555	35	18	models	model	NOUN
ajst-27555	35	19	while	while	SCONJ
ajst-27555	35	20	ensuring	ensure	VERB
ajst-27555	35	21	computational	computational	ADJ
ajst-27555	35	22	efficiency	efficiency	NOUN
ajst-27555	35	23	is	be	AUX
ajst-27555	35	24	a	a	DET
ajst-27555	35	25	challenge	challenge	NOUN
ajst-27555	35	26	.	.	PUNCT
ajst-27555	36	1	2.2	2.2	NUM
ajst-27555	36	2	.	.	PUNCT
ajst-27555	36	3	solutions	solution	NOUN
ajst-27555	36	4	to	to	PART
ajst-27555	36	5	address	address	VERB
ajst-27555	36	6	the	the	DET
ajst-27555	36	7	conflict	conflict	NOUN
ajst-27555	36	8	between	between	ADP
ajst-27555	36	9	charging	charge	VERB
ajst-27555	36	10	demand	demand	NOUN
ajst-27555	36	11	and	and	CCONJ
ajst-27555	36	12	energy	energy	NOUN
ajst-27555	36	13	storage	storage	NOUN
ajst-27555	36	14	management	management	NOUN
ajst-27555	36	15	,	,	PUNCT
ajst-27555	36	16	the	the	DET
ajst-27555	36	17	following	follow	VERB
ajst-27555	36	18	two	two	NUM
ajst-27555	36	19	solutions	solution	NOUN
ajst-27555	36	20	can	can	AUX
ajst-27555	36	21	be	be	AUX
ajst-27555	36	22	considered	consider	VERB
ajst-27555	36	23	:	:	PUNCT
ajst-27555	36	24	2.2.1	2.2.1	NUM
ajst-27555	36	25	.	.	PUNCT
ajst-27555	37	1	optimizing	optimize	VERB
ajst-27555	37	2	energy	energy	NOUN
ajst-27555	37	3	storage	storage	NOUN
ajst-27555	37	4	system	system	NOUN
ajst-27555	37	5	scheduling	scheduling	NOUN
ajst-27555	37	6	strategies	strategy	NOUN
ajst-27555	37	7	introducing	introduce	VERB
ajst-27555	37	8	adaptive	adaptive	ADJ
ajst-27555	37	9	control	control	NOUN
ajst-27555	37	10	algorithms	algorithm	NOUN
ajst-27555	37	11	,	,	PUNCT
ajst-27555	37	12	such	such	ADJ
ajst-27555	37	13	as	as	ADP
ajst-27555	37	14	reinforcement	reinforcement	NOUN
ajst-27555	37	15	learning	learning	NOUN
ajst-27555	37	16	-	-	PUNCT
ajst-27555	37	17	based	base	VERB
ajst-27555	37	18	scheduling	scheduling	NOUN
ajst-27555	37	19	strategies	strategy	NOUN
ajst-27555	37	20	,	,	PUNCT
ajst-27555	37	21	to	to	PART
ajst-27555	37	22	dynamically	dynamically	ADV
ajst-27555	37	23	adjust	adjust	VERB
ajst-27555	37	24	the	the	DET
ajst-27555	37	25	charging	charging	NOUN
ajst-27555	37	26	and	and	CCONJ
ajst-27555	37	27	discharging	discharge	VERB
ajst-27555	37	28	strategies	strategy	NOUN
ajst-27555	37	29	of	of	ADP
ajst-27555	37	30	energy	energy	NOUN
ajst-27555	37	31	storage	storage	NOUN
ajst-27555	37	32	systems	system	NOUN
ajst-27555	37	33	based	base	VERB
ajst-27555	37	34	on	on	ADP
ajst-27555	37	35	real	real	ADJ
ajst-27555	37	36	-	-	PUNCT
ajst-27555	37	37	time	time	NOUN
ajst-27555	37	38	data	datum	NOUN
ajst-27555	37	39	,	,	PUNCT
ajst-27555	37	40	thereby	thereby	ADV
ajst-27555	37	41	balancing	balance	VERB
ajst-27555	37	42	ev	ev	ADP
ajst-27555	37	43	charging	charge	VERB
ajst-27555	37	44	demand	demand	NOUN
ajst-27555	37	45	and	and	CCONJ
ajst-27555	37	46	energy	energy	NOUN
ajst-27555	37	47	storage	storage	NOUN
ajst-27555	37	48	system	system	NOUN
ajst-27555	37	49	scheduling	scheduling	NOUN
ajst-27555	37	50	[	[	X
ajst-27555	37	51	6	6	NUM
ajst-27555	37	52	]	]	PUNCT
ajst-27555	37	53	.	.	PUNCT
ajst-27555	38	1	2.2.2	2.2.2	X
ajst-27555	38	2	.	.	X
ajst-27555	38	3	bi	bi	ADJ
ajst-27555	38	4	-	-	ADJ
ajst-27555	38	5	level	level	ADJ
ajst-27555	38	6	optimization	optimization	NOUN
ajst-27555	38	7	model	model	NOUN
ajst-27555	38	8	employing	employ	VERB
ajst-27555	38	9	multi	multi	ADJ
ajst-27555	38	10	-	-	ADJ
ajst-27555	38	11	level	level	ADJ
ajst-27555	38	12	optimization	optimization	NOUN
ajst-27555	38	13	models	model	NOUN
ajst-27555	38	14	by	by	ADP
ajst-27555	38	15	decomposing	decompose	VERB
ajst-27555	38	16	the	the	DET
ajst-27555	38	17	problem	problem	NOUN
ajst-27555	38	18	into	into	ADP
ajst-27555	38	19	upper	upper	ADJ
ajst-27555	38	20	-	-	PUNCT
ajst-27555	38	21	level	level	NOUN
ajst-27555	38	22	charging	charge	VERB
ajst-27555	38	23	demand	demand	NOUN
ajst-27555	38	24	optimization	optimization	NOUN
ajst-27555	38	25	and	and	CCONJ
ajst-27555	38	26	lower	low	ADJ
ajst-27555	38	27	-	-	PUNCT
ajst-27555	38	28	level	level	NOUN
ajst-27555	38	29	energy	energy	NOUN
ajst-27555	38	30	storage	storage	NOUN
ajst-27555	38	31	system	system	NOUN
ajst-27555	38	32	optimization	optimization	NOUN
ajst-27555	38	33	.	.	PUNCT
ajst-27555	39	1	by	by	ADP
ajst-27555	39	2	coordinating	coordinate	VERB
ajst-27555	39	3	the	the	DET
ajst-27555	39	4	upper	upper	ADJ
ajst-27555	39	5	and	and	CCONJ
ajst-27555	39	6	lower	low	ADJ
ajst-27555	39	7	level	level	NOUN
ajst-27555	39	8	models	model	NOUN
ajst-27555	39	9	,	,	PUNCT
ajst-27555	39	10	the	the	DET
ajst-27555	39	11	optimization	optimization	NOUN
ajst-27555	39	12	of	of	ADP
ajst-27555	39	13	charging	charge	VERB
ajst-27555	39	14	demand	demand	NOUN
ajst-27555	39	15	and	and	CCONJ
ajst-27555	39	16	energy	energy	NOUN
ajst-27555	39	17	storage	storage	NOUN
ajst-27555	39	18	scheduling	scheduling	NOUN
ajst-27555	39	19	is	be	AUX
ajst-27555	39	20	achieved	achieve	VERB
ajst-27555	39	21	.	.	PUNCT
ajst-27555	40	1	for	for	ADP
ajst-27555	40	2	example	example	NOUN
ajst-27555	40	3	,	,	PUNCT
ajst-27555	40	4	the	the	DET
ajst-27555	40	5	upper	upper	ADJ
ajst-27555	40	6	-	-	PUNCT
ajst-27555	40	7	level	level	NOUN
ajst-27555	40	8	model	model	NOUN
ajst-27555	40	9	optimizes	optimize	VERB
ajst-27555	40	10	distribution	distribution	NOUN
ajst-27555	40	11	network	network	NOUN
ajst-27555	40	12	scheduling	scheduling	NOUN
ajst-27555	40	13	,	,	PUNCT
ajst-27555	40	14	while	while	SCONJ
ajst-27555	40	15	the	the	DET
ajst-27555	40	16	lower	low	ADJ
ajst-27555	40	17	-	-	PUNCT
ajst-27555	40	18	level	level	NOUN
ajst-27555	40	19	model	model	NOUN
ajst-27555	40	20	optimizes	optimize	VERB
ajst-27555	40	21	microgrid	microgrid	ADJ
ajst-27555	40	22	operation	operation	NOUN
ajst-27555	40	23	,	,	PUNCT
ajst-27555	40	24	using	use	VERB
ajst-27555	40	25	point	point	NOUN
ajst-27555	40	26	of	of	ADP
ajst-27555	40	27	common	common	ADJ
ajst-27555	40	28	coupling	coupling	NOUN
ajst-27555	40	29	(	(	PUNCT
ajst-27555	40	30	pcc	pcc	NOUN
ajst-27555	40	31	)	)	PUNCT
ajst-27555	40	32	for	for	ADP
ajst-27555	40	33	power	power	NOUN
ajst-27555	40	34	exchange	exchange	NOUN
ajst-27555	40	35	,	,	PUNCT
ajst-27555	40	36	thereby	thereby	ADV
ajst-27555	40	37	enhancing	enhance	VERB
ajst-27555	40	38	overall	overall	ADJ
ajst-27555	40	39	system	system	NOUN
ajst-27555	40	40	efficiency	efficiency	NOUN
ajst-27555	40	41	and	and	CCONJ
ajst-27555	40	42	stability	stability	NOUN
ajst-27555	40	43	[	[	X
ajst-27555	40	44	7	7	NUM
ajst-27555	40	45	]	]	PUNCT
ajst-27555	40	46	.	.	PUNCT
ajst-27555	41	1	these	these	DET
ajst-27555	41	2	solutions	solution	NOUN
ajst-27555	41	3	can	can	AUX
ajst-27555	41	4	effectively	effectively	ADV
ajst-27555	41	5	alleviate	alleviate	VERB
ajst-27555	41	6	the	the	DET
ajst-27555	41	7	conflict	conflict	NOUN
ajst-27555	41	8	between	between	ADP
ajst-27555	41	9	charging	charge	VERB
ajst-27555	41	10	demand	demand	NOUN
ajst-27555	41	11	and	and	CCONJ
ajst-27555	41	12	energy	energy	NOUN
ajst-27555	41	13	storage	storage	NOUN
ajst-27555	41	14	management	management	NOUN
ajst-27555	41	15	,	,	PUNCT
ajst-27555	41	16	improving	improve	VERB
ajst-27555	41	17	the	the	DET
ajst-27555	41	18	overall	overall	ADJ
ajst-27555	41	19	efficiency	efficiency	NOUN
ajst-27555	41	20	and	and	CCONJ
ajst-27555	41	21	stability	stability	NOUN
ajst-27555	41	22	of	of	ADP
ajst-27555	41	23	microgrid	microgrid	NOUN
ajst-27555	41	24	systems	system	NOUN
ajst-27555	41	25	by	by	ADP
ajst-27555	41	26	improving	improve	VERB
ajst-27555	41	27	forecasting	forecasting	NOUN
ajst-27555	41	28	techniques	technique	NOUN
ajst-27555	41	29	,	,	PUNCT
ajst-27555	41	30	optimizing	optimize	VERB
ajst-27555	41	31	scheduling	scheduling	NOUN
ajst-27555	41	32	strategies	strategy	NOUN
ajst-27555	41	33	,	,	PUNCT
ajst-27555	41	34	introducing	introduce	VERB
ajst-27555	41	35	demand	demand	NOUN
ajst-27555	41	36	response	response	NOUN
ajst-27555	41	37	mechanisms	mechanism	NOUN
ajst-27555	41	38	,	,	PUNCT
ajst-27555	41	39	and	and	CCONJ
ajst-27555	41	40	employing	employ	VERB
ajst-27555	41	41	multi	multi	ADJ
ajst-27555	41	42	-	-	ADJ
ajst-27555	41	43	level	level	ADJ
ajst-27555	41	44	optimization	optimization	NOUN
ajst-27555	41	45	models	model	NOUN
ajst-27555	41	46	.	.	PUNCT
ajst-27555	42	1	3	3	X
ajst-27555	42	2	.	.	X
ajst-27555	42	3	impact	impact	NOUN
ajst-27555	42	4	of	of	ADP
ajst-27555	42	5	ev	ev	X
ajst-27555	42	6	charging	charge	VERB
ajst-27555	42	7	load	load	NOUN
ajst-27555	42	8	fluctuations	fluctuation	NOUN
ajst-27555	42	9	on	on	ADP
ajst-27555	42	10	microgrids	microgrid	NOUN
ajst-27555	42	11	in	in	ADP
ajst-27555	42	12	recent	recent	ADJ
ajst-27555	42	13	years	year	NOUN
ajst-27555	42	14	,	,	PUNCT
ajst-27555	42	15	electric	electric	ADJ
ajst-27555	42	16	vehicles	vehicle	NOUN
ajst-27555	42	17	(	(	PUNCT
ajst-27555	42	18	evs	evs	NOUN
ajst-27555	42	19	)	)	PUNCT
ajst-27555	42	20	have	have	AUX
ajst-27555	42	21	received	receive	VERB
ajst-27555	42	22	widespread	widespread	ADJ
ajst-27555	42	23	attention	attention	NOUN
ajst-27555	42	24	as	as	ADP
ajst-27555	42	25	green	green	ADJ
ajst-27555	42	26	transportation	transportation	NOUN
ajst-27555	42	27	tools	tool	NOUN
ajst-27555	42	28	.	.	PUNCT
ajst-27555	43	1	with	with	ADP
ajst-27555	43	2	the	the	DET
ajst-27555	43	3	rapid	rapid	ADJ
ajst-27555	43	4	development	development	NOUN
ajst-27555	43	5	of	of	ADP
ajst-27555	43	6	the	the	DET
ajst-27555	43	7	ev	ev	NOUN
ajst-27555	43	8	market	market	NOUN
ajst-27555	43	9	,	,	PUNCT
ajst-27555	43	10	charging	charge	VERB
ajst-27555	43	11	demand	demand	NOUN
ajst-27555	43	12	has	have	AUX
ajst-27555	43	13	significantly	significantly	ADV
ajst-27555	43	14	increased	increase	VERB
ajst-27555	43	15	,	,	PUNCT
ajst-27555	43	16	reflected	reflect	VERB
ajst-27555	43	17	in	in	ADP
ajst-27555	43	18	the	the	DET
ajst-27555	43	19	rising	rise	VERB
ajst-27555	43	20	number	number	NOUN
ajst-27555	43	21	of	of	ADP
ajst-27555	43	22	evs	evs	PROPN
ajst-27555	43	23	,	,	PUNCT
ajst-27555	43	24	diversified	diversify	VERB
ajst-27555	43	25	charging	charging	NOUN
ajst-27555	43	26	methods	method	NOUN
ajst-27555	43	27	,	,	PUNCT
ajst-27555	43	28	and	and	CCONJ
ajst-27555	43	29	widespread	widespread	ADJ
ajst-27555	43	30	charging	charging	NOUN
ajst-27555	43	31	infrastructure	infrastructure	NOUN
ajst-27555	43	32	.	.	PUNCT
ajst-27555	44	1	however	however	ADV
ajst-27555	44	2	,	,	PUNCT
ajst-27555	44	3	the	the	DET
ajst-27555	44	4	fluctuations	fluctuation	NOUN
ajst-27555	44	5	in	in	ADP
ajst-27555	44	6	ev	ev	VERB
ajst-27555	44	7	charging	charge	VERB
ajst-27555	44	8	loads	load	NOUN
ajst-27555	44	9	pose	pose	VERB
ajst-27555	44	10	new	new	ADJ
ajst-27555	44	11	challenges	challenge	NOUN
ajst-27555	44	12	to	to	ADP
ajst-27555	44	13	the	the	DET
ajst-27555	44	14	stability	stability	NOUN
ajst-27555	44	15	and	and	CCONJ
ajst-27555	44	16	economy	economy	NOUN
ajst-27555	44	17	of	of	ADP
ajst-27555	44	18	microgrids	microgrid	NOUN
ajst-27555	44	19	.	.	PUNCT
ajst-27555	45	1	3.1	3.1	NUM
ajst-27555	45	2	.	.	PUNCT
ajst-27555	45	3	major	major	ADJ
ajst-27555	45	4	causes	cause	NOUN
ajst-27555	45	5	of	of	ADP
ajst-27555	45	6	impact	impact	NOUN
ajst-27555	45	7	ev	ev	ADP
ajst-27555	45	8	charging	charge	VERB
ajst-27555	45	9	behavior	behavior	NOUN
ajst-27555	45	10	is	be	AUX
ajst-27555	45	11	random	random	ADJ
ajst-27555	45	12	and	and	CCONJ
ajst-27555	45	13	influenced	influence	VERB
ajst-27555	45	14	by	by	ADP
ajst-27555	45	15	user	user	NOUN
ajst-27555	45	16	habits	habit	NOUN
ajst-27555	45	17	and	and	CCONJ
ajst-27555	45	18	demand	demand	NOUN
ajst-27555	45	19	,	,	PUNCT
ajst-27555	45	20	with	with	ADP
ajst-27555	45	21	peak	peak	NOUN
ajst-27555	45	22	charging	charge	VERB
ajst-27555	45	23	potentially	potentially	ADV
ajst-27555	45	24	causing	cause	VERB
ajst-27555	45	25	a	a	DET
ajst-27555	45	26	significant	significant	ADJ
ajst-27555	45	27	load	load	NOUN
ajst-27555	45	28	increase	increase	NOUN
ajst-27555	45	29	.	.	PUNCT
ajst-27555	46	1	variations	variation	NOUN
ajst-27555	46	2	in	in	ADP
ajst-27555	46	3	charging	charge	VERB
ajst-27555	46	4	power	power	NOUN
ajst-27555	46	5	and	and	CCONJ
ajst-27555	46	6	differences	difference	NOUN
ajst-27555	46	7	between	between	ADP
ajst-27555	46	8	fast	fast	ADJ
ajst-27555	46	9	and	and	CCONJ
ajst-27555	46	10	slow	slow	ADJ
ajst-27555	46	11	charging	charging	NOUN
ajst-27555	46	12	also	also	ADV
ajst-27555	46	13	affect	affect	VERB
ajst-27555	46	14	load	load	NOUN
ajst-27555	46	15	fluctuations	fluctuation	NOUN
ajst-27555	46	16	.	.	PUNCT
ajst-27555	47	1	peak	peak	NOUN
ajst-27555	47	2	hours	hour	NOUN
ajst-27555	47	3	in	in	ADP
ajst-27555	47	4	the	the	DET
ajst-27555	47	5	morning	morning	NOUN
ajst-27555	47	6	and	and	CCONJ
ajst-27555	47	7	evening	evening	NOUN
ajst-27555	47	8	,	,	PUNCT
ajst-27555	47	9	as	as	ADV
ajst-27555	47	10	well	well	ADV
ajst-27555	47	11	as	as	ADV
ajst-27555	47	12	late	late	ADV
ajst-27555	47	13	at	at	ADP
ajst-27555	47	14	night	night	NOUN
ajst-27555	47	15	,	,	PUNCT
ajst-27555	47	16	are	be	AUX
ajst-27555	47	17	periods	period	NOUN
ajst-27555	47	18	of	of	ADP
ajst-27555	47	19	fluctuating	fluctuate	VERB
ajst-27555	47	20	charging	charge	VERB
ajst-27555	47	21	demand	demand	NOUN
ajst-27555	47	22	.	.	PUNCT
ajst-27555	48	1	weather	weather	NOUN
ajst-27555	48	2	and	and	CCONJ
ajst-27555	48	3	seasonal	seasonal	ADJ
ajst-27555	48	4	changes	change	NOUN
ajst-27555	48	5	,	,	PUNCT
ajst-27555	48	6	especially	especially	ADV
ajst-27555	48	7	in	in	ADP
ajst-27555	48	8	winter	winter	NOUN
ajst-27555	48	9	,	,	PUNCT
ajst-27555	48	10	impact	impact	NOUN
ajst-27555	48	11	ev	ev	ADP
ajst-27555	48	12	battery	battery	NOUN
ajst-27555	48	13	performance	performance	NOUN
ajst-27555	48	14	and	and	CCONJ
ajst-27555	48	15	charging	charge	VERB
ajst-27555	48	16	demand	demand	NOUN
ajst-27555	48	17	.	.	PUNCT
ajst-27555	49	1	to	to	PART
ajst-27555	49	2	mitigate	mitigate	VERB
ajst-27555	49	3	the	the	DET
ajst-27555	49	4	impact	impact	NOUN
ajst-27555	49	5	on	on	ADP
ajst-27555	49	6	microgrids	microgrid	NOUN
ajst-27555	49	7	,	,	PUNCT
ajst-27555	49	8	attention	attention	NOUN
ajst-27555	49	9	should	should	AUX
ajst-27555	49	10	be	be	AUX
ajst-27555	49	11	focused	focus	VERB
ajst-27555	49	12	on	on	ADP
ajst-27555	49	13	power	power	NOUN
ajst-27555	49	14	,	,	PUNCT
ajst-27555	49	15	weather	weather	NOUN
ajst-27555	49	16	,	,	PUNCT
ajst-27555	49	17	and	and	CCONJ
ajst-27555	49	18	seasonal	seasonal	ADJ
ajst-27555	49	19	variations	variation	NOUN
ajst-27555	49	20	.	.	PUNCT
ajst-27555	50	1	3.2	3.2	NUM
ajst-27555	50	2	.	.	PUNCT
ajst-27555	50	3	challenges	challenge	NOUN
ajst-27555	50	4	in	in	ADP
ajst-27555	50	5	addressing	address	VERB
ajst-27555	50	6	the	the	DET
ajst-27555	50	7	impact	impact	NOUN
ajst-27555	50	8	due	due	ADP
ajst-27555	50	9	to	to	ADP
ajst-27555	50	10	the	the	DET
ajst-27555	50	11	randomness	randomness	NOUN
ajst-27555	50	12	and	and	CCONJ
ajst-27555	50	13	time	time	NOUN
ajst-27555	50	14	-	-	PUNCT
ajst-27555	50	15	dependence	dependence	NOUN
ajst-27555	50	16	of	of	ADP
ajst-27555	50	17	ev	ev	VERB
ajst-27555	50	18	charging	charge	VERB
ajst-27555	50	19	loads	load	NOUN
ajst-27555	50	20	,	,	PUNCT
ajst-27555	50	21	microgrids	microgrid	NOUN
ajst-27555	50	22	need	need	VERB
ajst-27555	50	23	to	to	PART
ajst-27555	50	24	have	have	VERB
ajst-27555	50	25	sufficient	sufficient	ADJ
ajst-27555	50	26	flexibility	flexibility	NOUN
ajst-27555	50	27	and	and	CCONJ
ajst-27555	50	28	real	real	ADJ
ajst-27555	50	29	-	-	PUNCT
ajst-27555	50	30	time	time	NOUN
ajst-27555	50	31	scheduling	scheduling	NOUN
ajst-27555	50	32	capabilities	capability	NOUN
ajst-27555	50	33	.	.	PUNCT
ajst-27555	51	1	this	this	PRON
ajst-27555	51	2	imposes	impose	VERB
ajst-27555	51	3	high	high	ADJ
ajst-27555	51	4	requirements	requirement	NOUN
ajst-27555	51	5	on	on	ADP
ajst-27555	51	6	the	the	DET
ajst-27555	51	7	control	control	NOUN
ajst-27555	51	8	systems	system	NOUN
ajst-27555	51	9	of	of	ADP
ajst-27555	51	10	microgrids	microgrid	NOUN
ajst-27555	51	11	,	,	PUNCT
ajst-27555	51	12	particularly	particularly	ADV
ajst-27555	51	13	in	in	ADP
ajst-27555	51	14	load	load	NOUN
ajst-27555	51	15	forecasting	forecasting	NOUN
ajst-27555	51	16	and	and	CCONJ
ajst-27555	51	17	scheduling	scheduling	NOUN
ajst-27555	51	18	decisionmaking	decisionmaking	NOUN
ajst-27555	51	19	.	.	PUNCT
ajst-27555	52	1	specifically	specifically	ADV
ajst-27555	52	2	,	,	PUNCT
ajst-27555	52	3	the	the	DET
ajst-27555	52	4	following	follow	VERB
ajst-27555	52	5	aspects	aspect	NOUN
ajst-27555	52	6	increase	increase	VERB
ajst-27555	52	7	the	the	DET
ajst-27555	52	8	difficulty	difficulty	NOUN
ajst-27555	52	9	of	of	ADP
ajst-27555	52	10	the	the	DET
ajst-27555	52	11	issue	issue	NOUN
ajst-27555	52	12	:	:	PUNCT
ajst-27555	52	13	3.2.1	3.2.1	X
ajst-27555	52	14	.	.	PUNCT
ajst-27555	52	15	complexity	complexity	NOUN
ajst-27555	52	16	of	of	ADP
ajst-27555	52	17	load	load	NOUN
ajst-27555	52	18	forecasting	forecast	VERB
ajst-27555	52	19	ev	ev	ADP
ajst-27555	52	20	charging	charge	VERB
ajst-27555	52	21	load	load	NOUN
ajst-27555	52	22	forecasting	forecasting	NOUN
ajst-27555	52	23	is	be	AUX
ajst-27555	52	24	complex	complex	ADJ
ajst-27555	52	25	due	due	ADP
ajst-27555	52	26	to	to	ADP
ajst-27555	52	27	the	the	DET
ajst-27555	52	28	randomness	randomness	NOUN
ajst-27555	52	29	and	and	CCONJ
ajst-27555	52	30	variability	variability	NOUN
ajst-27555	52	31	of	of	ADP
ajst-27555	52	32	charging	charge	VERB
ajst-27555	52	33	loads	load	NOUN
ajst-27555	52	34	,	,	PUNCT
ajst-27555	52	35	making	make	VERB
ajst-27555	52	36	traditional	traditional	ADJ
ajst-27555	52	37	methods	method	NOUN
ajst-27555	52	38	potentially	potentially	ADV
ajst-27555	52	39	inaccurate	inaccurate	ADJ
ajst-27555	52	40	.	.	PUNCT
ajst-27555	53	1	advanced	advanced	ADJ
ajst-27555	53	2	machine	machine	NOUN
ajst-27555	53	3	learning	learning	NOUN
ajst-27555	53	4	and	and	CCONJ
ajst-27555	53	5	deep	deep	ADJ
ajst-27555	53	6	learning	learning	NOUN
ajst-27555	53	7	models	model	NOUN
ajst-27555	53	8	are	be	AUX
ajst-27555	53	9	needed	need	VERB
ajst-27555	53	10	to	to	PART
ajst-27555	53	11	improve	improve	VERB
ajst-27555	53	12	forecasting	forecasting	NOUN
ajst-27555	53	13	accuracy	accuracy	NOUN
ajst-27555	53	14	,	,	PUNCT
ajst-27555	53	15	but	but	CCONJ
ajst-27555	53	16	training	training	NOUN
ajst-27555	53	17	and	and	CCONJ
ajst-27555	53	18	validating	validate	VERB
ajst-27555	53	19	these	these	DET
ajst-27555	53	20	models	model	NOUN
ajst-27555	53	21	require	require	VERB
ajst-27555	53	22	large	large	ADJ
ajst-27555	53	23	amounts	amount	NOUN
ajst-27555	53	24	of	of	ADP
ajst-27555	53	25	data	datum	NOUN
ajst-27555	53	26	and	and	CCONJ
ajst-27555	53	27	computational	computational	ADJ
ajst-27555	53	28	resources	resource	NOUN
ajst-27555	53	29	,	,	PUNCT
ajst-27555	53	30	increasing	increase	VERB
ajst-27555	53	31	forecasting	forecasting	NOUN
ajst-27555	53	32	difficulty	difficulty	NOUN
ajst-27555	53	33	.	.	PUNCT
ajst-27555	54	1	263	263	NUM
ajst-27555	54	2	3.2.2	3.2.2	NUM
ajst-27555	54	3	.	.	PUNCT
ajst-27555	55	1	challenges	challenge	NOUN
ajst-27555	55	2	in	in	ADP
ajst-27555	55	3	real	real	ADJ
ajst-27555	55	4	-	-	PUNCT
ajst-27555	55	5	time	time	NOUN
ajst-27555	55	6	scheduling	scheduling	NOUN
ajst-27555	55	7	real	real	ADJ
ajst-27555	55	8	-	-	PUNCT
ajst-27555	55	9	time	time	NOUN
ajst-27555	55	10	scheduling	scheduling	NOUN
ajst-27555	55	11	of	of	ADP
ajst-27555	55	12	microgrids	microgrid	NOUN
ajst-27555	55	13	needs	need	NOUN
ajst-27555	55	14	to	to	PART
ajst-27555	55	15	be	be	AUX
ajst-27555	55	16	adjusted	adjust	VERB
ajst-27555	55	17	based	base	VERB
ajst-27555	55	18	on	on	ADP
ajst-27555	55	19	ev	ev	X
ajst-27555	55	20	charging	charge	VERB
ajst-27555	55	21	load	load	NOUN
ajst-27555	55	22	forecasts	forecast	NOUN
ajst-27555	55	23	.	.	PUNCT
ajst-27555	56	1	load	load	NOUN
ajst-27555	56	2	fluctuations	fluctuation	NOUN
ajst-27555	56	3	may	may	AUX
ajst-27555	56	4	lead	lead	VERB
ajst-27555	56	5	to	to	ADP
ajst-27555	56	6	frequent	frequent	ADJ
ajst-27555	56	7	changes	change	NOUN
ajst-27555	56	8	in	in	ADP
ajst-27555	56	9	scheduling	scheduling	NOUN
ajst-27555	56	10	,	,	PUNCT
ajst-27555	56	11	challenging	challenge	VERB
ajst-27555	56	12	the	the	DET
ajst-27555	56	13	response	response	NOUN
ajst-27555	56	14	speed	speed	NOUN
ajst-27555	56	15	and	and	CCONJ
ajst-27555	56	16	flexibility	flexibility	NOUN
ajst-27555	56	17	of	of	ADP
ajst-27555	56	18	the	the	DET
ajst-27555	56	19	scheduling	scheduling	NOUN
ajst-27555	56	20	system	system	NOUN
ajst-27555	56	21	,	,	PUNCT
ajst-27555	56	22	requiring	require	VERB
ajst-27555	56	23	algorithms	algorithm	NOUN
ajst-27555	56	24	to	to	PART
ajst-27555	56	25	process	process	VERB
ajst-27555	56	26	large	large	ADJ
ajst-27555	56	27	volumes	volume	NOUN
ajst-27555	56	28	of	of	ADP
ajst-27555	56	29	data	datum	NOUN
ajst-27555	56	30	and	and	CCONJ
ajst-27555	56	31	make	make	VERB
ajst-27555	56	32	rapid	rapid	ADJ
ajst-27555	56	33	decisions	decision	NOUN
ajst-27555	56	34	.	.	PUNCT
ajst-27555	57	1	3.2.3	3.2.3	X
ajst-27555	57	2	.	.	X
ajst-27555	57	3	ensuring	ensure	VERB
ajst-27555	57	4	system	system	NOUN
ajst-27555	57	5	stability	stability	NOUN
ajst-27555	57	6	severe	severe	ADJ
ajst-27555	57	7	fluctuations	fluctuation	NOUN
ajst-27555	57	8	in	in	ADP
ajst-27555	57	9	ev	ev	ADP
ajst-27555	57	10	charging	charge	VERB
ajst-27555	57	11	loads	load	NOUN
ajst-27555	57	12	may	may	AUX
ajst-27555	57	13	affect	affect	VERB
ajst-27555	57	14	the	the	DET
ajst-27555	57	15	stability	stability	NOUN
ajst-27555	57	16	of	of	ADP
ajst-27555	57	17	microgrids	microgrid	NOUN
ajst-27555	57	18	,	,	PUNCT
ajst-27555	57	19	leading	lead	VERB
ajst-27555	57	20	to	to	PART
ajst-27555	57	21	voltage	voltage	NOUN
ajst-27555	57	22	and	and	CCONJ
ajst-27555	57	23	frequency	frequency	NOUN
ajst-27555	57	24	instability	instability	NOUN
ajst-27555	57	25	.	.	PUNCT
ajst-27555	58	1	therefore	therefore	ADV
ajst-27555	58	2	,	,	PUNCT
ajst-27555	58	3	voltage	voltage	NOUN
ajst-27555	58	4	and	and	CCONJ
ajst-27555	58	5	frequency	frequency	NOUN
ajst-27555	58	6	regulation	regulation	NOUN
ajst-27555	58	7	technologies	technology	NOUN
ajst-27555	58	8	need	need	VERB
ajst-27555	58	9	to	to	PART
ajst-27555	58	10	be	be	AUX
ajst-27555	58	11	incorporated	incorporate	VERB
ajst-27555	58	12	into	into	ADP
ajst-27555	58	13	load	load	NOUN
ajst-27555	58	14	forecasting	forecasting	NOUN
ajst-27555	58	15	and	and	CCONJ
ajst-27555	58	16	scheduling	scheduling	NOUN
ajst-27555	58	17	to	to	PART
ajst-27555	58	18	ensure	ensure	VERB
ajst-27555	58	19	the	the	DET
ajst-27555	58	20	stable	stable	ADJ
ajst-27555	58	21	operation	operation	NOUN
ajst-27555	58	22	of	of	ADP
ajst-27555	58	23	microgrids	microgrid	NOUN
ajst-27555	58	24	.	.	PUNCT
ajst-27555	59	1	3.2.4	3.2.4	X
ajst-27555	59	2	.	.	PUNCT
ajst-27555	59	3	economic	economic	ADJ
ajst-27555	59	4	optimization	optimization	NOUN
ajst-27555	59	5	when	when	SCONJ
ajst-27555	59	6	addressing	address	VERB
ajst-27555	59	7	ev	ev	ADP
ajst-27555	59	8	charging	charge	VERB
ajst-27555	59	9	load	load	NOUN
ajst-27555	59	10	fluctuations	fluctuation	NOUN
ajst-27555	59	11	,	,	PUNCT
ajst-27555	59	12	microgrids	microgrid	NOUN
ajst-27555	59	13	need	need	VERB
ajst-27555	59	14	to	to	PART
ajst-27555	59	15	balance	balance	VERB
ajst-27555	59	16	system	system	NOUN
ajst-27555	59	17	stability	stability	NOUN
ajst-27555	59	18	with	with	ADP
ajst-27555	59	19	economic	economic	ADJ
ajst-27555	59	20	benefits	benefit	NOUN
ajst-27555	59	21	.	.	PUNCT
ajst-27555	60	1	the	the	DET
ajst-27555	60	2	key	key	NOUN
ajst-27555	60	3	lies	lie	VERB
ajst-27555	60	4	in	in	ADP
ajst-27555	60	5	optimizing	optimize	VERB
ajst-27555	60	6	the	the	DET
ajst-27555	60	7	configuration	configuration	NOUN
ajst-27555	60	8	of	of	ADP
ajst-27555	60	9	charging	charge	VERB
ajst-27555	60	10	facilities	facility	NOUN
ajst-27555	60	11	,	,	PUNCT
ajst-27555	60	12	formulating	formulate	VERB
ajst-27555	60	13	charging	charging	NOUN
ajst-27555	60	14	strategies	strategy	NOUN
ajst-27555	60	15	,	,	PUNCT
ajst-27555	60	16	and	and	CCONJ
ajst-27555	60	17	controlling	control	VERB
ajst-27555	60	18	energy	energy	NOUN
ajst-27555	60	19	costs	cost	NOUN
ajst-27555	60	20	.	.	PUNCT
ajst-27555	61	1	3.3	3.3	NUM
ajst-27555	61	2	.	.	PUNCT
ajst-27555	61	3	solutions	solution	NOUN
ajst-27555	61	4	to	to	PART
ajst-27555	61	5	address	address	VERB
ajst-27555	61	6	the	the	DET
ajst-27555	61	7	impact	impact	NOUN
ajst-27555	61	8	of	of	ADP
ajst-27555	61	9	ev	ev	ADP
ajst-27555	61	10	charging	charge	VERB
ajst-27555	61	11	loads	load	NOUN
ajst-27555	61	12	on	on	ADP
ajst-27555	61	13	microgrids	microgrid	NOUN
ajst-27555	61	14	,	,	PUNCT
ajst-27555	61	15	dynamic	dynamic	ADJ
ajst-27555	61	16	scheduling	scheduling	NOUN
ajst-27555	61	17	strategies	strategy	NOUN
ajst-27555	61	18	can	can	AUX
ajst-27555	61	19	be	be	AUX
ajst-27555	61	20	employed	employ	VERB
ajst-27555	61	21	.	.	PUNCT
ajst-27555	62	1	by	by	ADP
ajst-27555	62	2	adjusting	adjust	VERB
ajst-27555	62	3	charging	charge	VERB
ajst-27555	62	4	plans	plan	NOUN
ajst-27555	62	5	(	(	PUNCT
ajst-27555	62	6	such	such	ADJ
ajst-27555	62	7	as	as	ADP
ajst-27555	62	8	charging	charge	VERB
ajst-27555	62	9	times	time	NOUN
ajst-27555	62	10	or	or	CCONJ
ajst-27555	62	11	power	power	NOUN
ajst-27555	62	12	)	)	PUNCT
ajst-27555	62	13	in	in	ADP
ajst-27555	62	14	real	real	ADJ
ajst-27555	62	15	-	-	PUNCT
ajst-27555	62	16	time	time	NOUN
ajst-27555	62	17	to	to	PART
ajst-27555	62	18	balance	balance	VERB
ajst-27555	62	19	loads	load	NOUN
ajst-27555	62	20	,	,	PUNCT
ajst-27555	62	21	and	and	CCONJ
ajst-27555	62	22	using	use	VERB
ajst-27555	62	23	demand	demand	NOUN
ajst-27555	62	24	response	response	NOUN
ajst-27555	62	25	technologies	technology	NOUN
ajst-27555	62	26	to	to	PART
ajst-27555	62	27	charge	charge	VERB
ajst-27555	62	28	during	during	ADP
ajst-27555	62	29	low	low	ADJ
ajst-27555	62	30	power	power	NOUN
ajst-27555	62	31	demand	demand	NOUN
ajst-27555	62	32	periods	period	NOUN
ajst-27555	62	33	,	,	PUNCT
ajst-27555	62	34	the	the	DET
ajst-27555	62	35	impact	impact	NOUN
ajst-27555	62	36	on	on	ADP
ajst-27555	62	37	the	the	DET
ajst-27555	62	38	grid	grid	NOUN
ajst-27555	62	39	can	can	AUX
ajst-27555	62	40	be	be	AUX
ajst-27555	62	41	reduced	reduce	VERB
ajst-27555	62	42	.	.	PUNCT
ajst-27555	63	1	microgrid	microgrid	ADJ
ajst-27555	63	2	scheduling	scheduling	NOUN
ajst-27555	63	3	strategies	strategy	NOUN
ajst-27555	63	4	are	be	AUX
ajst-27555	63	5	based	base	VERB
ajst-27555	63	6	on	on	ADP
ajst-27555	63	7	successful	successful	ADJ
ajst-27555	63	8	experiences	experience	NOUN
ajst-27555	63	9	and	and	CCONJ
ajst-27555	63	10	expert	expert	NOUN
ajst-27555	63	11	knowledge	knowledge	NOUN
ajst-27555	63	12	,	,	PUNCT
ajst-27555	63	13	and	and	CCONJ
ajst-27555	63	14	involve	involve	VERB
ajst-27555	63	15	prioritizing	prioritize	VERB
ajst-27555	63	16	the	the	DET
ajst-27555	63	17	allocation	allocation	NOUN
ajst-27555	63	18	of	of	ADP
ajst-27555	63	19	load	load	NOUN
ajst-27555	63	20	demands	demand	NOUN
ajst-27555	63	21	among	among	ADP
ajst-27555	63	22	different	different	ADJ
ajst-27555	63	23	generation	generation	NOUN
ajst-27555	63	24	units	unit	NOUN
ajst-27555	63	25	.	.	PUNCT
ajst-27555	64	1	by	by	ADP
ajst-27555	64	2	observing	observe	VERB
ajst-27555	64	3	the	the	DET
ajst-27555	64	4	different	different	ADJ
ajst-27555	64	5	operating	operating	NOUN
ajst-27555	64	6	conditions	condition	NOUN
ajst-27555	64	7	of	of	ADP
ajst-27555	64	8	typical	typical	ADJ
ajst-27555	64	9	wt	wt	NOUN
ajst-27555	64	10	-	-	PUNCT
ajst-27555	64	11	pv	pv	NOUN
ajst-27555	64	12	-	-	PUNCT
ajst-27555	64	13	bs	bs	NOUN
ajst-27555	64	14	microgrids	microgrid	NOUN
ajst-27555	64	15	in	in	ADP
ajst-27555	64	16	off	off	ADP
ajst-27555	64	17	-	-	PUNCT
ajst-27555	64	18	grid	grid	NOUN
ajst-27555	64	19	modes	mode	NOUN
ajst-27555	64	20	,	,	PUNCT
ajst-27555	64	21	multi	multi	ADJ
ajst-27555	64	22	-	-	ADJ
ajst-27555	64	23	mode	mode	ADJ
ajst-27555	64	24	scheduling	scheduling	NOUN
ajst-27555	64	25	strategies	strategy	NOUN
ajst-27555	64	26	s	s	PART
ajst-27555	64	27	can	can	AUX
ajst-27555	64	28	be	be	AUX
ajst-27555	64	29	obtained	obtain	VERB
ajst-27555	64	30	,	,	PUNCT
ajst-27555	64	31	as	as	SCONJ
ajst-27555	64	32	shown	show	VERB
ajst-27555	64	33	in	in	ADP
ajst-27555	64	34	formula	formula	NOUN
ajst-27555	64	35	(	(	PUNCT
ajst-27555	64	36	1	1	NUM
ajst-27555	64	37	)	)	PUNCT
ajst-27555	64	38	,	,	PUNCT
ajst-27555	64	39	with	with	ADP
ajst-27555	64	40	four	four	NUM
ajst-27555	64	41	possible	possible	ADJ
ajst-27555	64	42	basic	basic	ADJ
ajst-27555	64	43	scheduling	scheduling	NOUN
ajst-27555	64	44	strategies	strategy	NOUN
ajst-27555	64	45	[	[	X
ajst-27555	64	46	8	8	NUM
ajst-27555	64	47	]	]	PUNCT
ajst-27555	64	48	.	.	PUNCT
ajst-27555	65	1	s	s	PROPN
ajst-27555	65	2	s	s	X
ajst-27555	65	3	,	,	PUNCT
ajst-27555	65	4	s	s	X
ajst-27555	65	5	,	,	PUNCT
ajst-27555	65	6	s	s	X
ajst-27555	65	7	,	,	PUNCT
ajst-27555	65	8	s	s	X
ajst-27555	65	9	(	(	PUNCT
ajst-27555	65	10	1	1	NUM
ajst-27555	65	11	)	)	PUNCT
ajst-27555	65	12	s	s	PART
ajst-27555	65	13	—	—	PUNCT
ajst-27555	65	14	—	—	PUNCT
ajst-27555	65	15	load	load	NOUN
ajst-27555	65	16	tracking	tracking	NOUN
ajst-27555	65	17	strategy	strategy	NOUN
ajst-27555	65	18	based	base	VERB
ajst-27555	65	19	on	on	ADP
ajst-27555	65	20	bs	bs	PROPN
ajst-27555	65	21	in	in	ADP
ajst-27555	65	22	island	island	NOUN
ajst-27555	65	23	mode	mode	NOUN
ajst-27555	65	24	,	,	PUNCT
ajst-27555	65	25	where	where	SCONJ
ajst-27555	65	26	,	,	PUNCT
ajst-27555	65	27	under	under	ADP
ajst-27555	65	28	adequate	adequate	ADJ
ajst-27555	65	29	dg	dg	PROPN
ajst-27555	65	30	unit	unit	NOUN
ajst-27555	65	31	power	power	NOUN
ajst-27555	65	32	supply	supply	NOUN
ajst-27555	65	33	,	,	PUNCT
ajst-27555	65	34	the	the	DET
ajst-27555	65	35	bs	bs	NOUN
ajst-27555	65	36	charge	charge	NOUN
ajst-27555	65	37	/	/	SYM
ajst-27555	65	38	discharge	discharge	NOUN
ajst-27555	65	39	strategy	strategy	NOUN
ajst-27555	65	40	tracks	track	NOUN
ajst-27555	65	41	system	system	NOUN
ajst-27555	65	42	power	power	NOUN
ajst-27555	65	43	fluctuations	fluctuation	NOUN
ajst-27555	65	44	according	accord	VERB
ajst-27555	65	45	to	to	ADP
ajst-27555	65	46	system	system	NOUN
ajst-27555	65	47	load	load	NOUN
ajst-27555	65	48	demand	demand	NOUN
ajst-27555	65	49	s	s	PART
ajst-27555	65	50	—	—	PUNCT
ajst-27555	65	51	—	—	PUNCT
ajst-27555	65	52	normal	normal	ADJ
ajst-27555	65	53	load	load	NOUN
ajst-27555	65	54	-	-	PUNCT
ajst-27555	65	55	following	follow	VERB
ajst-27555	65	56	strategy	strategy	NOUN
ajst-27555	65	57	where	where	SCONJ
ajst-27555	65	58	epg	epg	PROPN
ajst-27555	65	59	and	and	CCONJ
ajst-27555	65	60	dg	dg	PROPN
ajst-27555	65	61	supply	supply	NOUN
ajst-27555	65	62	follow	follow	NOUN
ajst-27555	65	63	system	system	NOUN
ajst-27555	65	64	power	power	NOUN
ajst-27555	65	65	fluctuations	fluctuation	NOUN
ajst-27555	65	66	,	,	PUNCT
ajst-27555	65	67	but	but	CCONJ
ajst-27555	65	68	charging	charge	VERB
ajst-27555	65	69	to	to	ADP
ajst-27555	65	70	or	or	CCONJ
ajst-27555	65	71	discharging	discharge	VERB
ajst-27555	65	72	from	from	ADP
ajst-27555	65	73	bs	bs	PROPN
ajst-27555	65	74	s	s	PART
ajst-27555	65	75	—	—	PUNCT
ajst-27555	65	76	—	—	PUNCT
ajst-27555	65	77	peak	peak	NOUN
ajst-27555	65	78	-	-	PUNCT
ajst-27555	65	79	shaving	shave	VERB
ajst-27555	65	80	strategy	strategy	NOUN
ajst-27555	65	81	where	where	SCONJ
ajst-27555	65	82	bs	bs	NOUN
ajst-27555	65	83	discharges	discharge	NOUN
ajst-27555	65	84	at	at	ADP
ajst-27555	65	85	full	full	ADJ
ajst-27555	65	86	load	load	NOUN
ajst-27555	65	87	,	,	PUNCT
ajst-27555	65	88	dg	dg	PROPN
ajst-27555	65	89	operates	operate	VERB
ajst-27555	65	90	to	to	PART
ajst-27555	65	91	meet	meet	VERB
ajst-27555	65	92	remaining	remain	VERB
ajst-27555	65	93	load	load	NOUN
ajst-27555	65	94	demand	demand	NOUN
ajst-27555	65	95	and	and	CCONJ
ajst-27555	65	96	sells	sell	VERB
ajst-27555	65	97	electricity	electricity	NOUN
ajst-27555	65	98	to	to	ADP
ajst-27555	65	99	epg	epg	PROPN
ajst-27555	65	100	s	s	PART
ajst-27555	65	101	—	—	PUNCT
ajst-27555	65	102	—	—	PUNCT
ajst-27555	65	103	bs	bs	ADJ
ajst-27555	65	104	charging	charge	VERB
ajst-27555	65	105	strategy	strategy	NOUN
ajst-27555	65	106	where	where	SCONJ
ajst-27555	65	107	dg	dg	PROPN
ajst-27555	65	108	output	output	NOUN
ajst-27555	65	109	meets	meet	VERB
ajst-27555	65	110	system	system	NOUN
ajst-27555	65	111	load	load	NOUN
ajst-27555	65	112	demand	demand	NOUN
ajst-27555	65	113	and	and	CCONJ
ajst-27555	65	114	charges	charge	VERB
ajst-27555	65	115	the	the	DET
ajst-27555	65	116	bs	bs	PROPN
ajst-27555	65	117	dynamic	dynamic	ADJ
ajst-27555	65	118	scheduling	scheduling	NOUN
ajst-27555	65	119	strategies	strategy	NOUN
ajst-27555	65	120	rely	rely	VERB
ajst-27555	65	121	on	on	ADP
ajst-27555	65	122	accurate	accurate	ADJ
ajst-27555	65	123	load	load	NOUN
ajst-27555	65	124	forecasting	forecasting	NOUN
ajst-27555	65	125	and	and	CCONJ
ajst-27555	65	126	optimization	optimization	NOUN
ajst-27555	65	127	algorithms	algorithm	NOUN
ajst-27555	65	128	.	.	PUNCT
ajst-27555	66	1	forecasting	forecasting	NOUN
ajst-27555	66	2	models	model	NOUN
ajst-27555	66	3	need	need	VERB
ajst-27555	66	4	to	to	PART
ajst-27555	66	5	consider	consider	VERB
ajst-27555	66	6	ev	ev	ADP
ajst-27555	66	7	charging	charge	VERB
ajst-27555	66	8	habits	habit	NOUN
ajst-27555	66	9	,	,	PUNCT
ajst-27555	66	10	user	user	NOUN
ajst-27555	66	11	behavior	behavior	NOUN
ajst-27555	66	12	,	,	PUNCT
ajst-27555	66	13	and	and	CCONJ
ajst-27555	66	14	weather	weather	NOUN
ajst-27555	66	15	factors	factor	NOUN
ajst-27555	66	16	to	to	PART
ajst-27555	66	17	provide	provide	VERB
ajst-27555	66	18	accurate	accurate	ADJ
ajst-27555	66	19	load	load	NOUN
ajst-27555	66	20	forecasts	forecast	NOUN
ajst-27555	66	21	.	.	PUNCT
ajst-27555	67	1	based	base	VERB
ajst-27555	67	2	on	on	ADP
ajst-27555	67	3	these	these	DET
ajst-27555	67	4	forecasts	forecast	NOUN
ajst-27555	67	5	,	,	PUNCT
ajst-27555	67	6	scheduling	scheduling	NOUN
ajst-27555	67	7	algorithms	algorithm	NOUN
ajst-27555	67	8	can	can	AUX
ajst-27555	67	9	dynamically	dynamically	ADV
ajst-27555	67	10	optimize	optimize	VERB
ajst-27555	67	11	the	the	DET
ajst-27555	67	12	distribution	distribution	NOUN
ajst-27555	67	13	of	of	ADP
ajst-27555	67	14	charging	charge	VERB
ajst-27555	67	15	loads	load	NOUN
ajst-27555	67	16	to	to	PART
ajst-27555	67	17	achieve	achieve	VERB
ajst-27555	67	18	the	the	DET
ajst-27555	67	19	best	good	ADJ
ajst-27555	67	20	grid	grid	NOUN
ajst-27555	67	21	operating	operating	NOUN
ajst-27555	67	22	state	state	NOUN
ajst-27555	67	23	.	.	PUNCT
ajst-27555	68	1	dynamic	dynamic	ADJ
ajst-27555	68	2	scheduling	scheduling	NOUN
ajst-27555	68	3	strategies	strategy	NOUN
ajst-27555	68	4	enhance	enhance	VERB
ajst-27555	68	5	the	the	DET
ajst-27555	68	6	grid	grid	NOUN
ajst-27555	68	7	’s	’s	PART
ajst-27555	68	8	ability	ability	NOUN
ajst-27555	68	9	to	to	PART
ajst-27555	68	10	respond	respond	VERB
ajst-27555	68	11	to	to	ADP
ajst-27555	68	12	sudden	sudden	ADJ
ajst-27555	68	13	load	load	NOUN
ajst-27555	68	14	changes	change	NOUN
ajst-27555	68	15	,	,	PUNCT
ajst-27555	68	16	quickly	quickly	ADV
ajst-27555	68	17	adjust	adjust	VERB
ajst-27555	68	18	charging	charging	NOUN
ajst-27555	68	19	and	and	CCONJ
ajst-27555	68	20	storage	storage	NOUN
ajst-27555	68	21	plans	plan	NOUN
ajst-27555	68	22	to	to	PART
ajst-27555	68	23	adapt	adapt	VERB
ajst-27555	68	24	to	to	PART
ajst-27555	68	25	load	load	VERB
ajst-27555	68	26	fluctuations	fluctuation	NOUN
ajst-27555	68	27	,	,	PUNCT
ajst-27555	68	28	reduce	reduce	VERB
ajst-27555	68	29	uncertainty	uncertainty	NOUN
ajst-27555	68	30	and	and	CCONJ
ajst-27555	68	31	risks	risk	NOUN
ajst-27555	68	32	in	in	ADP
ajst-27555	68	33	microgrids	microgrid	NOUN
ajst-27555	68	34	,	,	PUNCT
ajst-27555	68	35	and	and	CCONJ
ajst-27555	68	36	optimize	optimize	VERB
ajst-27555	68	37	charging	charge	VERB
ajst-27555	68	38	to	to	PART
ajst-27555	68	39	lower	low	ADJ
ajst-27555	68	40	operational	operational	ADJ
ajst-27555	68	41	costs	cost	NOUN
ajst-27555	68	42	.	.	PUNCT
ajst-27555	69	1	4	4	X
ajst-27555	69	2	.	.	X
ajst-27555	69	3	multi	multi	ADJ
ajst-27555	69	4	-	-	ADJ
ajst-27555	69	5	objective	objective	ADJ
ajst-27555	69	6	bi	bi	ADJ
ajst-27555	69	7	-	-	ADJ
ajst-27555	69	8	level	level	ADJ
ajst-27555	69	9	optimization	optimization	NOUN
ajst-27555	69	10	techniques	technique	NOUN
ajst-27555	69	11	multi	multi	ADJ
ajst-27555	69	12	-	-	ADJ
ajst-27555	69	13	objective	objective	ADJ
ajst-27555	69	14	bi	bi	ADJ
ajst-27555	69	15	-	-	ADJ
ajst-27555	69	16	level	level	ADJ
ajst-27555	69	17	optimization	optimization	NOUN
ajst-27555	69	18	techniques	technique	NOUN
ajst-27555	69	19	combine	combine	VERB
ajst-27555	69	20	multi	multi	ADJ
ajst-27555	69	21	-	-	ADJ
ajst-27555	69	22	objective	objective	ADJ
ajst-27555	69	23	optimization	optimization	NOUN
ajst-27555	69	24	(	(	PUNCT
ajst-27555	69	25	mo	mo	PROPN
ajst-27555	69	26	)	)	PUNCT
ajst-27555	69	27	and	and	CCONJ
ajst-27555	69	28	bi	bi	ADJ
ajst-27555	69	29	-	-	ADJ
ajst-27555	69	30	level	level	ADJ
ajst-27555	69	31	optimization	optimization	NOUN
ajst-27555	69	32	(	(	PUNCT
ajst-27555	69	33	blo	blo	NOUN
ajst-27555	69	34	)	)	PUNCT
ajst-27555	69	35	to	to	PART
ajst-27555	69	36	solve	solve	VERB
ajst-27555	69	37	complex	complex	ADJ
ajst-27555	69	38	optimization	optimization	NOUN
ajst-27555	69	39	problems	problem	NOUN
ajst-27555	69	40	.	.	PUNCT
ajst-27555	70	1	mo	mo	PROPN
ajst-27555	70	2	addresses	address	NOUN
ajst-27555	70	3	multiple	multiple	ADJ
ajst-27555	70	4	conflicting	conflicting	ADJ
ajst-27555	70	5	objectives	objective	NOUN
ajst-27555	70	6	,	,	PUNCT
ajst-27555	70	7	while	while	SCONJ
ajst-27555	70	8	blo	blo	NOUN
ajst-27555	70	9	handles	handle	VERB
ajst-27555	70	10	problems	problem	NOUN
ajst-27555	70	11	involving	involve	VERB
ajst-27555	70	12	upper	upper	ADJ
ajst-27555	70	13	and	and	CCONJ
ajst-27555	70	14	lower	low	ADJ
ajst-27555	70	15	-	-	PUNCT
ajst-27555	70	16	level	level	NOUN
ajst-27555	70	17	decision	decision	NOUN
ajst-27555	70	18	-	-	PUNCT
ajst-27555	70	19	making	making	NOUN
ajst-27555	70	20	.	.	PUNCT
ajst-27555	71	1	practical	practical	ADJ
ajst-27555	71	2	applications	application	NOUN
ajst-27555	71	3	,	,	PUNCT
ajst-27555	71	4	such	such	ADJ
ajst-27555	71	5	as	as	ADP
ajst-27555	71	6	energy	energy	NOUN
ajst-27555	71	7	management	management	NOUN
ajst-27555	71	8	,	,	PUNCT
ajst-27555	71	9	traffic	traffic	NOUN
ajst-27555	71	10	scheduling	scheduling	NOUN
ajst-27555	71	11	,	,	PUNCT
ajst-27555	71	12	and	and	CCONJ
ajst-27555	71	13	supply	supply	NOUN
ajst-27555	71	14	chain	chain	NOUN
ajst-27555	71	15	management	management	NOUN
ajst-27555	71	16	,	,	PUNCT
ajst-27555	71	17	often	often	ADV
ajst-27555	71	18	involve	involve	VERB
ajst-27555	71	19	multiple	multiple	ADJ
ajst-27555	71	20	objectives	objective	NOUN
ajst-27555	71	21	and	and	CCONJ
ajst-27555	71	22	levels	level	NOUN
ajst-27555	71	23	,	,	PUNCT
ajst-27555	71	24	making	make	VERB
ajst-27555	71	25	traditional	traditional	ADJ
ajst-27555	71	26	methods	method	NOUN
ajst-27555	71	27	inadequate	inadequate	VERB
ajst-27555	71	28	.	.	PUNCT
ajst-27555	72	1	this	this	PRON
ajst-27555	72	2	has	have	AUX
ajst-27555	72	3	driven	drive	VERB
ajst-27555	72	4	the	the	DET
ajst-27555	72	5	development	development	NOUN
ajst-27555	72	6	of	of	ADP
ajst-27555	72	7	new	new	ADJ
ajst-27555	72	8	algorithms	algorithm	NOUN
ajst-27555	72	9	,	,	PUNCT
ajst-27555	72	10	such	such	ADJ
ajst-27555	72	11	as	as	ADP
ajst-27555	72	12	heuristic	heuristic	ADJ
ajst-27555	72	13	algorithms	algorithm	NOUN
ajst-27555	72	14	and	and	CCONJ
ajst-27555	72	15	robust	robust	ADJ
ajst-27555	72	16	optimization	optimization	NOUN
ajst-27555	72	17	,	,	PUNCT
ajst-27555	72	18	aimed	aim	VERB
ajst-27555	72	19	at	at	ADP
ajst-27555	72	20	improving	improve	VERB
ajst-27555	72	21	computational	computational	ADJ
ajst-27555	72	22	efficiency	efficiency	NOUN
ajst-27555	72	23	and	and	CCONJ
ajst-27555	72	24	handling	handle	VERB
ajst-27555	72	25	data	datum	NOUN
ajst-27555	72	26	uncertainty	uncertainty	NOUN
ajst-27555	72	27	.	.	PUNCT
ajst-27555	73	1	4.1	4.1	NUM
ajst-27555	73	2	.	.	PUNCT
ajst-27555	73	3	bi	bi	ADJ
ajst-27555	73	4	-	-	ADJ
ajst-27555	73	5	level	level	ADJ
ajst-27555	73	6	optimization	optimization	NOUN
ajst-27555	73	7	modeling	modeling	NOUN
ajst-27555	73	8	with	with	ADP
ajst-27555	73	9	mixed	mixed	ADJ
ajst-27555	73	10	-	-	PUNCT
ajst-27555	73	11	line	line	NOUN
ajst-27555	73	12	production	production	NOUN
ajst-27555	73	13	lines	line	NOUN
ajst-27555	73	14	as	as	ADP
ajst-27555	73	15	an	an	DET
ajst-27555	73	16	example	example	NOUN
ajst-27555	73	17	in	in	ADP
ajst-27555	73	18	the	the	DET
ajst-27555	73	19	upper	upper	ADJ
ajst-27555	73	20	level	level	NOUN
ajst-27555	73	21	of	of	ADP
ajst-27555	73	22	the	the	DET
ajst-27555	73	23	model	model	NOUN
ajst-27555	73	24	,	,	PUNCT
ajst-27555	73	25	decisions	decision	NOUN
ajst-27555	73	26	need	need	VERB
ajst-27555	73	27	to	to	PART
ajst-27555	73	28	be	be	AUX
ajst-27555	73	29	made	make	VERB
ajst-27555	73	30	regarding	regard	VERB
ajst-27555	73	31	the	the	DET
ajst-27555	73	32	allocation	allocation	NOUN
ajst-27555	73	33	of	of	ADP
ajst-27555	73	34	product	product	NOUN
ajst-27555	73	35	family	family	NOUN
ajst-27555	73	36	tasks	task	NOUN
ajst-27555	73	37	.	.	PUNCT
ajst-27555	74	1	specifically	specifically	ADV
ajst-27555	74	2	,	,	PUNCT
ajst-27555	74	3	this	this	PRON
ajst-27555	74	4	involves	involves	AUX
ajst-27555	74	5	reasonably	reasonably	ADV
ajst-27555	74	6	assigning	assign	VERB
ajst-27555	74	7	these	these	DET
ajst-27555	74	8	tasks	task	NOUN
ajst-27555	74	9	to	to	ADP
ajst-27555	74	10	different	different	ADJ
ajst-27555	74	11	workstations	workstation	NOUN
ajst-27555	74	12	while	while	SCONJ
ajst-27555	74	13	adhering	adhere	VERB
ajst-27555	74	14	to	to	AUX
ajst-27555	74	15	job	job	NOUN
ajst-27555	74	16	priority	priority	NOUN
ajst-27555	74	17	conditions	condition	NOUN
ajst-27555	74	18	.	.	PUNCT
ajst-27555	75	1	the	the	DET
ajst-27555	75	2	basic	basic	ADJ
ajst-27555	75	3	criteria	criterion	NOUN
ajst-27555	75	4	for	for	ADP
ajst-27555	75	5	evaluating	evaluate	VERB
ajst-27555	75	6	this	this	DET
ajst-27555	75	7	allocation	allocation	NOUN
ajst-27555	75	8	include	include	VERB
ajst-27555	75	9	balancing	balance	VERB
ajst-27555	75	10	the	the	DET
ajst-27555	75	11	workload	workload	NOUN
ajst-27555	75	12	within	within	ADP
ajst-27555	75	13	each	each	DET
ajst-27555	75	14	workstation	workstation	NOUN
ajst-27555	75	15	,	,	PUNCT
ajst-27555	75	16	balancing	balance	VERB
ajst-27555	75	17	the	the	DET
ajst-27555	75	18	load	load	NOUN
ajst-27555	75	19	between	between	ADP
ajst-27555	75	20	workstations	workstation	NOUN
ajst-27555	75	21	,	,	PUNCT
ajst-27555	75	22	and	and	CCONJ
ajst-27555	75	23	the	the	DET
ajst-27555	75	24	overall	overall	ADJ
ajst-27555	75	25	benefits	benefit	NOUN
ajst-27555	75	26	of	of	ADP
ajst-27555	75	27	dynamic	dynamic	ADJ
ajst-27555	75	28	balance	balance	NOUN
ajst-27555	75	29	.	.	PUNCT
ajst-27555	76	1	in	in	ADP
ajst-27555	76	2	mixed	mixed	ADJ
ajst-27555	76	3	-	-	PUNCT
ajst-27555	76	4	line	line	NOUN
ajst-27555	76	5	production	production	NOUN
ajst-27555	76	6	lines	line	NOUN
ajst-27555	76	7	,	,	PUNCT
ajst-27555	76	8	similar	similar	ADJ
ajst-27555	76	9	tasks	task	NOUN
ajst-27555	76	10	for	for	ADP
ajst-27555	76	11	different	different	ADJ
ajst-27555	76	12	products	product	NOUN
ajst-27555	76	13	may	may	AUX
ajst-27555	76	14	have	have	VERB
ajst-27555	76	15	different	different	ADJ
ajst-27555	76	16	operation	operation	NOUN
ajst-27555	76	17	times	time	NOUN
ajst-27555	76	18	.	.	PUNCT
ajst-27555	77	1	additionally	additionally	ADV
ajst-27555	77	2	,	,	PUNCT
ajst-27555	77	3	the	the	DET
ajst-27555	77	4	operation	operation	NOUN
ajst-27555	77	5	time	time	NOUN
ajst-27555	77	6	of	of	ADP
ajst-27555	77	7	each	each	DET
ajst-27555	77	8	task	task	NOUN
ajst-27555	77	9	may	may	AUX
ajst-27555	77	10	vary	vary	VERB
ajst-27555	77	11	.	.	PUNCT
ajst-27555	78	1	therefore	therefore	ADV
ajst-27555	78	2	,	,	PUNCT
ajst-27555	78	3	when	when	SCONJ
ajst-27555	78	4	these	these	DET
ajst-27555	78	5	tasks	task	NOUN
ajst-27555	78	6	are	be	AUX
ajst-27555	78	7	allocated	allocate	VERB
ajst-27555	78	8	to	to	ADP
ajst-27555	78	9	different	different	ADJ
ajst-27555	78	10	workstations	workstation	NOUN
ajst-27555	78	11	,	,	PUNCT
ajst-27555	78	12	the	the	DET
ajst-27555	78	13	workload	workload	NOUN
ajst-27555	78	14	time	time	NOUN
ajst-27555	78	15	at	at	ADP
ajst-27555	78	16	each	each	DET
ajst-27555	78	17	workstation	workstation	NOUN
ajst-27555	78	18	may	may	AUX
ajst-27555	78	19	approach	approach	VERB
ajst-27555	78	20	or	or	CCONJ
ajst-27555	78	21	exceed	exceed	VERB
ajst-27555	78	22	the	the	DET
ajst-27555	78	23	set	set	VERB
ajst-27555	78	24	cycle	cycle	NOUN
ajst-27555	78	25	time	time	NOUN
ajst-27555	78	26	.	.	PUNCT
ajst-27555	79	1	in	in	ADP
ajst-27555	79	2	such	such	ADJ
ajst-27555	79	3	cases	case	NOUN
ajst-27555	79	4	,	,	PUNCT
ajst-27555	79	5	consideration	consideration	NOUN
ajst-27555	79	6	is	be	AUX
ajst-27555	79	7	needed	need	VERB
ajst-27555	79	8	for	for	ADP
ajst-27555	79	9	balancing	balance	VERB
ajst-27555	79	10	the	the	DET
ajst-27555	79	11	workload	workload	NOUN
ajst-27555	79	12	of	of	ADP
ajst-27555	79	13	different	different	ADJ
ajst-27555	79	14	products	product	NOUN
ajst-27555	79	15	at	at	ADP
ajst-27555	79	16	each	each	DET
ajst-27555	79	17	workstation	workstation	NOUN
ajst-27555	79	18	while	while	SCONJ
ajst-27555	79	19	ensuring	ensure	VERB
ajst-27555	79	20	that	that	SCONJ
ajst-27555	79	21	the	the	DET
ajst-27555	79	22	workload	workload	NOUN
ajst-27555	79	23	between	between	ADP
ajst-27555	79	24	different	different	ADJ
ajst-27555	79	25	workstations	workstation	NOUN
ajst-27555	79	26	remains	remain	VERB
ajst-27555	79	27	balanced	balanced	ADJ
ajst-27555	79	28	.	.	PUNCT
ajst-27555	80	1	the	the	DET
ajst-27555	80	2	proposed	propose	VERB
ajst-27555	80	3	goals	goal	NOUN
ajst-27555	80	4	for	for	ADP
ajst-27555	80	5	balancing	balance	VERB
ajst-27555	80	6	workload	workload	NOUN
ajst-27555	80	7	within	within	ADP
ajst-27555	80	8	workstations	workstation	NOUN
ajst-27555	80	9	and	and	CCONJ
ajst-27555	80	10	between	between	ADP
ajst-27555	80	11	workstations	workstation	NOUN
ajst-27555	80	12	are	be	AUX
ajst-27555	80	13	represented	represent	VERB
ajst-27555	80	14	by	by	ADP
ajst-27555	80	15	formula	formula	NOUN
ajst-27555	80	16	(	(	PUNCT
ajst-27555	80	17	2	2	NUM
ajst-27555	80	18	)	)	PUNCT
ajst-27555	80	19	.	.	PUNCT
ajst-27555	81	1	(	(	PUNCT
ajst-27555	81	2	2	2	X
ajst-27555	81	3	)	)	PUNCT
ajst-27555	81	4	in	in	ADP
ajst-27555	81	5	the	the	DET
ajst-27555	81	6	sorting	sort	VERB
ajst-27555	81	7	problem	problem	NOUN
ajst-27555	81	8	of	of	ADP
ajst-27555	81	9	mixed	mixed	ADJ
ajst-27555	81	10	-	-	PUNCT
ajst-27555	81	11	model	model	NOUN
ajst-27555	81	12	production	production	NOUN
ajst-27555	81	13	lines	line	NOUN
ajst-27555	81	14	,	,	PUNCT
ajst-27555	81	15	due	due	ADP
ajst-27555	81	16	to	to	ADP
ajst-27555	81	17	different	different	ADJ
ajst-27555	81	18	operation	operation	NOUN
ajst-27555	81	19	times	time	NOUN
ajst-27555	81	20	for	for	ADP
ajst-27555	81	21	similar	similar	ADJ
ajst-27555	81	22	tasks	task	NOUN
ajst-27555	81	23	of	of	ADP
ajst-27555	81	24	different	different	ADJ
ajst-27555	81	25	products	product	NOUN
ajst-27555	81	26	,	,	PUNCT
ajst-27555	81	27	different	different	ADJ
ajst-27555	81	28	production	production	NOUN
ajst-27555	81	29	sequences	sequence	NOUN
ajst-27555	81	30	may	may	AUX
ajst-27555	81	31	lead	lead	VERB
ajst-27555	81	32	to	to	ADP
ajst-27555	81	33	different	different	ADJ
ajst-27555	81	34	waiting	waiting	NOUN
ajst-27555	81	35	times	time	NOUN
ajst-27555	81	36	when	when	SCONJ
ajst-27555	81	37	these	these	DET
ajst-27555	81	38	tasks	task	NOUN
ajst-27555	81	39	are	be	AUX
ajst-27555	81	40	assigned	assign	VERB
ajst-27555	81	41	to	to	ADP
ajst-27555	81	42	the	the	DET
ajst-27555	81	43	same	same	ADJ
ajst-27555	81	44	workstation	workstation	NOUN
ajst-27555	81	45	.	.	PUNCT
ajst-27555	82	1	assuming	assume	VERB
ajst-27555	82	2	that	that	SCONJ
ajst-27555	82	3	the	the	DET
ajst-27555	82	4	working	working	NOUN
ajst-27555	82	5	time	time	NOUN
ajst-27555	82	6	at	at	ADP
ajst-27555	82	7	each	each	DET
ajst-27555	82	8	workstation	workstation	NOUN
ajst-27555	82	9	on	on	ADP
ajst-27555	82	10	the	the	DET
ajst-27555	82	11	mixed	mix	VERB
ajst-27555	82	12	-	-	PUNCT
ajst-27555	82	13	model	model	NOUN
ajst-27555	82	14	line	line	NOUN
ajst-27555	82	15	is	be	AUX
ajst-27555	82	16	based	base	VERB
ajst-27555	82	17	on	on	ADP
ajst-27555	82	18	the	the	DET
ajst-27555	82	19	maximum	maximum	ADJ
ajst-27555	82	20	working	working	NOUN
ajst-27555	82	21	time	time	NOUN
ajst-27555	82	22	,	,	PUNCT
ajst-27555	82	23	other	other	ADJ
ajst-27555	82	24	workstations	workstation	NOUN
ajst-27555	82	25	must	must	AUX
ajst-27555	82	26	continue	continue	VERB
ajst-27555	82	27	operations	operation	NOUN
ajst-27555	82	28	only	only	ADV
ajst-27555	82	29	after	after	ADP
ajst-27555	82	30	the	the	DET
ajst-27555	82	31	completion	completion	NOUN
ajst-27555	82	32	of	of	ADP
ajst-27555	82	33	tasks	task	NOUN
ajst-27555	82	34	at	at	ADP
ajst-27555	82	35	this	this	DET
ajst-27555	82	36	workstation	workstation	NOUN
ajst-27555	82	37	.	.	PUNCT
ajst-27555	83	1	therefore	therefore	ADV
ajst-27555	83	2	,	,	PUNCT
ajst-27555	83	3	one	one	NUM
ajst-27555	83	4	of	of	ADP
ajst-27555	83	5	the	the	DET
ajst-27555	83	6	optimization	optimization	NOUN
ajst-27555	83	7	objectives	objective	NOUN
ajst-27555	83	8	is	be	AUX
ajst-27555	83	9	to	to	PART
ajst-27555	83	10	balance	balance	VERB
ajst-27555	83	11	the	the	DET
ajst-27555	83	12	working	working	NOUN
ajst-27555	83	13	time	time	NOUN
ajst-27555	83	14	at	at	ADP
ajst-27555	83	15	each	each	DET
ajst-27555	83	16	workstation	workstation	NOUN
ajst-27555	83	17	with	with	ADP
ajst-27555	83	18	the	the	DET
ajst-27555	83	19	maximum	maximum	ADJ
ajst-27555	83	20	working	working	NOUN
ajst-27555	83	21	time	time	NOUN
ajst-27555	83	22	across	across	ADP
ajst-27555	83	23	all	all	DET
ajst-27555	83	24	workstations	workstation	NOUN
ajst-27555	83	25	.	.	PUNCT
ajst-27555	84	1	the	the	DET
ajst-27555	84	2	objective	objective	ADJ
ajst-27555	84	3	function	function	NOUN
ajst-27555	84	4	is	be	AUX
ajst-27555	84	5	given	give	VERB
ajst-27555	84	6	by	by	ADP
ajst-27555	84	7	formula	formula	NOUN
ajst-27555	84	8	(	(	PUNCT
ajst-27555	84	9	3	3	NUM
ajst-27555	84	10	)	)	PUNCT
ajst-27555	84	11	.	.	PUNCT
ajst-27555	85	1	264	264	NUM
ajst-27555	85	2	(	(	PUNCT
ajst-27555	85	3	3	3	X
ajst-27555	85	4	)	)	PUNCT
ajst-27555	85	5	the	the	DET
ajst-27555	85	6	upper	upper	ADJ
ajst-27555	85	7	-	-	PUNCT
ajst-27555	85	8	level	level	NOUN
ajst-27555	85	9	objective	objective	ADJ
ajst-27555	85	10	function	function	NOUN
ajst-27555	85	11	considers	consider	VERB
ajst-27555	85	12	the	the	DET
ajst-27555	85	13	balance	balance	NOUN
ajst-27555	85	14	and	and	CCONJ
ajst-27555	85	15	sequencing	sequence	VERB
ajst-27555	85	16	issues	issue	NOUN
ajst-27555	85	17	of	of	ADP
ajst-27555	85	18	mixed	mixed	ADJ
ajst-27555	85	19	-	-	PUNCT
ajst-27555	85	20	model	model	NOUN
ajst-27555	85	21	production	production	NOUN
ajst-27555	85	22	lines	line	NOUN
ajst-27555	85	23	.	.	PUNCT
ajst-27555	86	1	in	in	ADP
ajst-27555	86	2	this	this	DET
ajst-27555	86	3	paper	paper	NOUN
ajst-27555	86	4	,	,	PUNCT
ajst-27555	86	5	the	the	DET
ajst-27555	86	6	upper	upper	ADJ
ajst-27555	86	7	-	-	PUNCT
ajst-27555	86	8	level	level	NOUN
ajst-27555	86	9	objective	objective	ADJ
ajst-27555	86	10	function	function	NOUN
ajst-27555	86	11	is	be	AUX
ajst-27555	86	12	formulated	formulate	VERB
ajst-27555	86	13	as	as	ADP
ajst-27555	86	14	the	the	DET
ajst-27555	86	15	minimum	minimum	ADJ
ajst-27555	86	16	product	product	NOUN
ajst-27555	86	17	of	of	ADP
ajst-27555	86	18	internal	internal	ADJ
ajst-27555	86	19	workload	workload	NOUN
ajst-27555	86	20	balance	balance	NOUN
ajst-27555	86	21	at	at	ADP
ajst-27555	86	22	workstations	workstation	NOUN
ajst-27555	86	23	,	,	PUNCT
ajst-27555	86	24	inter	inter	ADJ
ajst-27555	86	25	-	-	ADJ
ajst-27555	86	26	workstation	workstation	ADJ
ajst-27555	86	27	workload	workload	NOUN
ajst-27555	86	28	balance	balance	NOUN
ajst-27555	86	29	,	,	PUNCT
ajst-27555	86	30	and	and	CCONJ
ajst-27555	86	31	dynamic	dynamic	ADJ
ajst-27555	86	32	balance	balance	NOUN
ajst-27555	86	33	,	,	PUNCT
ajst-27555	86	34	using	use	VERB
ajst-27555	86	35	a	a	DET
ajst-27555	86	36	nested	nested	ADJ
ajst-27555	86	37	genetic	genetic	ADJ
ajst-27555	86	38	algorithm	algorithm	NOUN
ajst-27555	86	39	for	for	ADP
ajst-27555	86	40	multiobjective	multiobjective	ADJ
ajst-27555	86	41	bi	bi	ADJ
ajst-27555	86	42	-	-	ADJ
ajst-27555	86	43	level	level	NOUN
ajst-27555	86	44	optimization	optimization	NOUN
ajst-27555	86	45	,	,	PUNCT
ajst-27555	86	46	exemplified	exemplify	VERB
ajst-27555	86	47	by	by	ADP
ajst-27555	86	48	mixed	mixed	ADJ
ajst-27555	86	49	-	-	PUNCT
ajst-27555	86	50	model	model	NOUN
ajst-27555	86	51	line	line	NOUN
ajst-27555	86	52	planning	planning	NOUN
ajst-27555	86	53	,	,	PUNCT
ajst-27555	86	54	as	as	SCONJ
ajst-27555	86	55	shown	show	VERB
ajst-27555	86	56	in	in	ADP
ajst-27555	86	57	formula	formula	NOUN
ajst-27555	86	58	(	(	PUNCT
ajst-27555	86	59	4	4	NUM
ajst-27555	86	60	)	)	PUNCT
ajst-27555	86	61	.	.	PUNCT
ajst-27555	87	1	f	f	X
ajst-27555	88	1	（	（	PUNCT
ajst-27555	88	2	y，x	y，x	PROPN
ajst-27555	88	3	）	）	PROPN
ajst-27555	89	1	j	j	PROPN
ajst-27555	90	1	j	j	PROPN
ajst-27555	90	2	j	j	PROPN
ajst-27555	90	3	(	(	PUNCT
ajst-27555	90	4	4	4	NUM
ajst-27555	90	5	)	)	PUNCT
ajst-27555	90	6	the	the	DET
ajst-27555	90	7	lower	low	ADJ
ajst-27555	90	8	-	-	PUNCT
ajst-27555	90	9	level	level	NOUN
ajst-27555	90	10	model	model	NOUN
ajst-27555	90	11	involves	involve	VERB
ajst-27555	90	12	the	the	DET
ajst-27555	90	13	production	production	NOUN
ajst-27555	90	14	scheduling	scheduling	NOUN
ajst-27555	90	15	decisions	decision	NOUN
ajst-27555	90	16	for	for	ADP
ajst-27555	90	17	the	the	DET
ajst-27555	90	18	mixed	mixed	ADJ
ajst-27555	90	19	-	-	PUNCT
ajst-27555	90	20	model	model	NOUN
ajst-27555	90	21	production	production	NOUN
ajst-27555	90	22	line	line	NOUN
ajst-27555	90	23	.	.	PUNCT
ajst-27555	91	1	scheduling	scheduling	NOUN
ajst-27555	91	2	determines	determine	VERB
ajst-27555	91	3	the	the	DET
ajst-27555	91	4	load	load	NOUN
ajst-27555	91	5	levels	level	NOUN
ajst-27555	91	6	at	at	ADP
ajst-27555	91	7	each	each	DET
ajst-27555	91	8	workstation	workstation	NOUN
ajst-27555	91	9	and	and	CCONJ
ajst-27555	91	10	the	the	DET
ajst-27555	91	11	timing	timing	NOUN
ajst-27555	91	12	of	of	ADP
ajst-27555	91	13	material	material	NOUN
ajst-27555	91	14	requirements	requirement	NOUN
ajst-27555	91	15	,	,	PUNCT
ajst-27555	91	16	all	all	PRON
ajst-27555	91	17	of	of	ADP
ajst-27555	91	18	which	which	PRON
ajst-27555	91	19	are	be	AUX
ajst-27555	91	20	related	relate	VERB
ajst-27555	91	21	to	to	ADP
ajst-27555	91	22	costs	cost	NOUN
ajst-27555	91	23	[	[	X
ajst-27555	91	24	9	9	NUM
ajst-27555	91	25	]	]	PUNCT
ajst-27555	91	26	.	.	PUNCT
ajst-27555	92	1	4.2	4.2	NUM
ajst-27555	92	2	.	.	PUNCT
ajst-27555	93	1	results	result	VERB
ajst-27555	93	2	analysis	analysis	NOUN
ajst-27555	93	3	:	:	PUNCT
ajst-27555	93	4	the	the	DET
ajst-27555	93	5	upper	upper	ADJ
ajst-27555	93	6	-	-	PUNCT
ajst-27555	93	7	level	level	NOUN
ajst-27555	93	8	decision	decision	NOUN
ajst-27555	93	9	involves	involve	VERB
ajst-27555	93	10	assigning	assign	VERB
ajst-27555	93	11	tasks	task	NOUN
ajst-27555	93	12	to	to	ADP
ajst-27555	93	13	workstations	workstation	NOUN
ajst-27555	93	14	to	to	PART
ajst-27555	93	15	optimize	optimize	VERB
ajst-27555	93	16	production	production	NOUN
ajst-27555	93	17	efficiency	efficiency	NOUN
ajst-27555	93	18	,	,	PUNCT
ajst-27555	93	19	while	while	SCONJ
ajst-27555	93	20	the	the	DET
ajst-27555	93	21	lower	low	ADJ
ajst-27555	93	22	-	-	PUNCT
ajst-27555	93	23	level	level	NOUN
ajst-27555	93	24	decision	decision	NOUN
ajst-27555	93	25	deals	deal	NOUN
ajst-27555	93	26	with	with	ADP
ajst-27555	93	27	task	task	NOUN
ajst-27555	93	28	sequencing	sequence	VERB
ajst-27555	93	29	to	to	PART
ajst-27555	93	30	reduce	reduce	VERB
ajst-27555	93	31	waiting	waiting	NOUN
ajst-27555	93	32	times	time	NOUN
ajst-27555	93	33	and	and	CCONJ
ajst-27555	93	34	working	working	NOUN
ajst-27555	93	35	hours	hour	NOUN
ajst-27555	93	36	.	.	PUNCT
ajst-27555	94	1	the	the	DET
ajst-27555	94	2	upper	upper	ADJ
ajst-27555	94	3	-	-	PUNCT
ajst-27555	94	4	level	level	NOUN
ajst-27555	94	5	optimization	optimization	NOUN
ajst-27555	94	6	focuses	focus	VERB
ajst-27555	94	7	on	on	ADP
ajst-27555	94	8	load	load	NOUN
ajst-27555	94	9	balancing	balancing	NOUN
ajst-27555	94	10	and	and	CCONJ
ajst-27555	94	11	resource	resource	NOUN
ajst-27555	94	12	allocation	allocation	NOUN
ajst-27555	94	13	,	,	PUNCT
ajst-27555	94	14	whereas	whereas	SCONJ
ajst-27555	94	15	the	the	DET
ajst-27555	94	16	lower	low	ADJ
ajst-27555	94	17	-	-	PUNCT
ajst-27555	94	18	level	level	NOUN
ajst-27555	94	19	optimization	optimization	NOUN
ajst-27555	94	20	concentrates	concentrate	VERB
ajst-27555	94	21	on	on	ADP
ajst-27555	94	22	task	task	NOUN
ajst-27555	94	23	sequencing	sequence	VERB
ajst-27555	94	24	to	to	PART
ajst-27555	94	25	minimize	minimize	VERB
ajst-27555	94	26	idle	idle	ADJ
ajst-27555	94	27	time	time	NOUN
ajst-27555	94	28	.	.	PUNCT
ajst-27555	95	1	multi	multi	ADJ
ajst-27555	95	2	-	-	ADJ
ajst-27555	95	3	objective	objective	ADJ
ajst-27555	95	4	bilevel	bilevel	ADJ
ajst-27555	95	5	optimization	optimization	NOUN
ajst-27555	95	6	techniques	technique	NOUN
ajst-27555	95	7	balance	balance	VERB
ajst-27555	95	8	the	the	DET
ajst-27555	95	9	production	production	NOUN
ajst-27555	95	10	line	line	NOUN
ajst-27555	95	11	and	and	CCONJ
ajst-27555	95	12	enhance	enhance	VERB
ajst-27555	95	13	overall	overall	ADJ
ajst-27555	95	14	efficiency	efficiency	NOUN
ajst-27555	95	15	by	by	ADP
ajst-27555	95	16	dynamically	dynamically	ADV
ajst-27555	95	17	adjusting	adjust	VERB
ajst-27555	95	18	task	task	NOUN
ajst-27555	95	19	allocation	allocation	NOUN
ajst-27555	95	20	and	and	CCONJ
ajst-27555	95	21	sequencing	sequencing	NOUN
ajst-27555	95	22	,	,	PUNCT
ajst-27555	95	23	thereby	thereby	ADV
ajst-27555	95	24	maintaining	maintain	VERB
ajst-27555	95	25	optimal	optimal	ADJ
ajst-27555	95	26	production	production	NOUN
ajst-27555	95	27	performance	performance	NOUN
ajst-27555	95	28	in	in	ADP
ajst-27555	95	29	a	a	DET
ajst-27555	95	30	dynamic	dynamic	ADJ
ajst-27555	95	31	environment	environment	NOUN
ajst-27555	95	32	.	.	PUNCT
ajst-27555	96	1	5	5	X
ajst-27555	96	2	.	.	X
ajst-27555	96	3	outlook	outlook	VERB
ajst-27555	96	4	5.1	5.1	NUM
ajst-27555	96	5	.	.	PUNCT
ajst-27555	97	1	further	further	ADJ
ajst-27555	97	2	research	research	NOUN
ajst-27555	97	3	on	on	ADP
ajst-27555	97	4	charging	charge	VERB
ajst-27555	97	5	demand	demand	NOUN
ajst-27555	97	6	and	and	CCONJ
ajst-27555	97	7	energy	energy	NOUN
ajst-27555	97	8	storage	storage	NOUN
ajst-27555	97	9	management	management	NOUN
ajst-27555	97	10	:	:	PUNCT
ajst-27555	97	11	intelligent	intelligent	ADJ
ajst-27555	97	12	scheduling	scheduling	NOUN
ajst-27555	97	13	technologies	technology	NOUN
ajst-27555	97	14	:	:	PUNCT
ajst-27555	97	15	future	future	ADJ
ajst-27555	97	16	work	work	NOUN
ajst-27555	97	17	should	should	AUX
ajst-27555	97	18	incorporate	incorporate	VERB
ajst-27555	97	19	ai	ai	INTJ
ajst-27555	97	20	and	and	CCONJ
ajst-27555	97	21	machine	machine	NOUN
ajst-27555	97	22	learning	learning	NOUN
ajst-27555	97	23	technologies	technology	NOUN
ajst-27555	97	24	to	to	PART
ajst-27555	97	25	analyze	analyze	VERB
ajst-27555	97	26	and	and	CCONJ
ajst-27555	97	27	adjust	adjust	VERB
ajst-27555	97	28	electric	electric	ADJ
ajst-27555	97	29	vehicle	vehicle	NOUN
ajst-27555	97	30	charging	charging	NOUN
ajst-27555	97	31	and	and	CCONJ
ajst-27555	97	32	energy	energy	NOUN
ajst-27555	97	33	storage	storage	NOUN
ajst-27555	97	34	systems	system	NOUN
ajst-27555	97	35	in	in	ADP
ajst-27555	97	36	real	real	ADJ
ajst-27555	97	37	-	-	PUNCT
ajst-27555	97	38	time	time	NOUN
ajst-27555	97	39	for	for	ADP
ajst-27555	97	40	efficient	efficient	ADJ
ajst-27555	97	41	coordination	coordination	NOUN
ajst-27555	97	42	.	.	PUNCT
ajst-27555	98	1	demand	demand	NOUN
ajst-27555	98	2	response	response	NOUN
ajst-27555	98	3	mechanisms	mechanism	NOUN
ajst-27555	98	4	:	:	PUNCT
ajst-27555	98	5	optimize	optimize	VERB
ajst-27555	98	6	demand	demand	NOUN
ajst-27555	98	7	response	response	NOUN
ajst-27555	98	8	mechanisms	mechanism	NOUN
ajst-27555	98	9	through	through	ADP
ajst-27555	98	10	dynamic	dynamic	ADJ
ajst-27555	98	11	pricing	pricing	NOUN
ajst-27555	98	12	,	,	PUNCT
ajst-27555	98	13	incentives	incentive	NOUN
ajst-27555	98	14	,	,	PUNCT
ajst-27555	98	15	and	and	CCONJ
ajst-27555	98	16	real	real	ADJ
ajst-27555	98	17	-	-	PUNCT
ajst-27555	98	18	time	time	NOUN
ajst-27555	98	19	feedback	feedback	NOUN
ajst-27555	98	20	to	to	PART
ajst-27555	98	21	balance	balance	VERB
ajst-27555	98	22	charging	charge	VERB
ajst-27555	98	23	demand	demand	NOUN
ajst-27555	98	24	and	and	CCONJ
ajst-27555	98	25	energy	energy	NOUN
ajst-27555	98	26	storage	storage	NOUN
ajst-27555	98	27	systems	system	NOUN
ajst-27555	98	28	,	,	PUNCT
ajst-27555	98	29	particularly	particularly	ADV
ajst-27555	98	30	during	during	ADP
ajst-27555	98	31	peak	peak	NOUN
ajst-27555	98	32	and	and	CCONJ
ajst-27555	98	33	off	off	ADP
ajst-27555	98	34	-	-	PUNCT
ajst-27555	98	35	peak	peak	NOUN
ajst-27555	98	36	periods	period	NOUN
ajst-27555	98	37	.	.	PUNCT
ajst-27555	99	1	cross	cross	ADJ
ajst-27555	99	2	-	-	ADJ
ajst-27555	99	3	regional	regional	ADJ
ajst-27555	99	4	coordination	coordination	NOUN
ajst-27555	99	5	:	:	PUNCT
ajst-27555	99	6	research	research	NOUN
ajst-27555	99	7	how	how	SCONJ
ajst-27555	99	8	to	to	PART
ajst-27555	99	9	optimize	optimize	VERB
ajst-27555	99	10	charging	charge	VERB
ajst-27555	99	11	demand	demand	NOUN
ajst-27555	99	12	and	and	CCONJ
ajst-27555	99	13	energy	energy	NOUN
ajst-27555	99	14	storage	storage	NOUN
ajst-27555	99	15	management	management	NOUN
ajst-27555	99	16	across	across	ADP
ajst-27555	99	17	different	different	ADJ
ajst-27555	99	18	microgrids	microgrid	NOUN
ajst-27555	99	19	and	and	CCONJ
ajst-27555	99	20	main	main	ADJ
ajst-27555	99	21	grids	grid	NOUN
ajst-27555	99	22	,	,	PUNCT
ajst-27555	99	23	achieving	achieve	VERB
ajst-27555	99	24	load	load	NOUN
ajst-27555	99	25	shifting	shift	VERB
ajst-27555	99	26	,	,	PUNCT
ajst-27555	99	27	energy	energy	NOUN
ajst-27555	99	28	storage	storage	NOUN
ajst-27555	99	29	sharing	sharing	NOUN
ajst-27555	99	30	,	,	PUNCT
ajst-27555	99	31	and	and	CCONJ
ajst-27555	99	32	joint	joint	ADJ
ajst-27555	99	33	scheduling	scheduling	NOUN
ajst-27555	99	34	.	.	PUNCT
ajst-27555	100	1	5.2	5.2	NUM
ajst-27555	100	2	.	.	PUNCT
ajst-27555	101	1	study	study	NOUN
ajst-27555	101	2	of	of	ADP
ajst-27555	101	3	electric	electric	ADJ
ajst-27555	101	4	vehicle	vehicle	NOUN
ajst-27555	101	5	charging	charge	VERB
ajst-27555	101	6	load	load	NOUN
ajst-27555	101	7	fluctuations	fluctuation	NOUN
ajst-27555	101	8	on	on	ADP
ajst-27555	101	9	microgrids	microgrid	NOUN
ajst-27555	101	10	:	:	PUNCT
ajst-27555	101	11	fluctuation	fluctuation	NOUN
ajst-27555	101	12	prediction	prediction	NOUN
ajst-27555	101	13	and	and	CCONJ
ajst-27555	101	14	control	control	NOUN
ajst-27555	101	15	technologies	technology	NOUN
ajst-27555	101	16	:	:	PUNCT
ajst-27555	101	17	develop	develop	VERB
ajst-27555	101	18	high	high	ADJ
ajst-27555	101	19	-	-	PUNCT
ajst-27555	101	20	precision	precision	NOUN
ajst-27555	101	21	forecasting	forecasting	NOUN
ajst-27555	101	22	models	model	NOUN
ajst-27555	101	23	and	and	CCONJ
ajst-27555	101	24	real	real	ADJ
ajst-27555	101	25	-	-	PUNCT
ajst-27555	101	26	time	time	NOUN
ajst-27555	101	27	data	datum	NOUN
ajst-27555	101	28	analysis	analysis	NOUN
ajst-27555	101	29	to	to	PART
ajst-27555	101	30	optimize	optimize	VERB
ajst-27555	101	31	microgrid	microgrid	ADJ
ajst-27555	101	32	operation	operation	NOUN
ajst-27555	101	33	strategies	strategy	NOUN
ajst-27555	101	34	and	and	CCONJ
ajst-27555	101	35	mitigate	mitigate	VERB
ajst-27555	101	36	load	load	NOUN
ajst-27555	101	37	fluctuation	fluctuation	NOUN
ajst-27555	101	38	impacts	impact	NOUN
ajst-27555	101	39	.	.	PUNCT
ajst-27555	102	1	fluctuation	fluctuation	NOUN
ajst-27555	102	2	suppression	suppression	NOUN
ajst-27555	102	3	technologies	technology	NOUN
ajst-27555	102	4	:	:	PUNCT
ajst-27555	102	5	investigate	investigate	VERB
ajst-27555	102	6	new	new	ADJ
ajst-27555	102	7	energy	energy	NOUN
ajst-27555	102	8	storage	storage	NOUN
ajst-27555	102	9	systems	system	NOUN
ajst-27555	102	10	and	and	CCONJ
ajst-27555	102	11	rapid	rapid	ADJ
ajst-27555	102	12	response	response	NOUN
ajst-27555	102	13	devices	device	NOUN
ajst-27555	102	14	,	,	PUNCT
ajst-27555	102	15	such	such	ADJ
ajst-27555	102	16	as	as	ADP
ajst-27555	102	17	supercapacitors	supercapacitor	NOUN
ajst-27555	102	18	and	and	CCONJ
ajst-27555	102	19	advanced	advanced	ADJ
ajst-27555	102	20	battery	battery	NOUN
ajst-27555	102	21	management	management	NOUN
ajst-27555	102	22	systems	system	NOUN
ajst-27555	102	23	,	,	PUNCT
ajst-27555	102	24	to	to	PART
ajst-27555	102	25	handle	handle	VERB
ajst-27555	102	26	sudden	sudden	ADJ
ajst-27555	102	27	fluctuations	fluctuation	NOUN
ajst-27555	102	28	in	in	ADP
ajst-27555	102	29	charging	charge	VERB
ajst-27555	102	30	load	load	NOUN
ajst-27555	102	31	.	.	PUNCT
ajst-27555	103	1	charging	charge	VERB
ajst-27555	103	2	mode	mode	NOUN
ajst-27555	103	3	optimization	optimization	NOUN
ajst-27555	103	4	:	:	PUNCT
ajst-27555	103	5	explore	explore	VERB
ajst-27555	103	6	the	the	DET
ajst-27555	103	7	effects	effect	NOUN
ajst-27555	103	8	of	of	ADP
ajst-27555	103	9	different	different	ADJ
ajst-27555	103	10	charging	charging	NOUN
ajst-27555	103	11	modes	mode	NOUN
ajst-27555	103	12	on	on	ADP
ajst-27555	103	13	load	load	NOUN
ajst-27555	103	14	fluctuations	fluctuation	NOUN
ajst-27555	103	15	and	and	CCONJ
ajst-27555	103	16	optimize	optimize	VERB
ajst-27555	103	17	charging	charge	VERB
ajst-27555	103	18	strategies	strategy	NOUN
ajst-27555	103	19	(	(	PUNCT
ajst-27555	103	20	e.g.	e.g.	ADV
ajst-27555	103	21	,	,	PUNCT
ajst-27555	103	22	smart	smart	ADJ
ajst-27555	103	23	charging	charging	NOUN
ajst-27555	103	24	and	and	CCONJ
ajst-27555	103	25	demand	demand	NOUN
ajst-27555	103	26	response	response	NOUN
ajst-27555	103	27	)	)	PUNCT
ajst-27555	103	28	to	to	PART
ajst-27555	103	29	smooth	smooth	VERB
ajst-27555	103	30	out	out	ADP
ajst-27555	103	31	load	load	NOUN
ajst-27555	103	32	curves	curve	NOUN
ajst-27555	103	33	.	.	PUNCT
ajst-27555	104	1	5.3	5.3	NUM
ajst-27555	104	2	.	.	PUNCT
ajst-27555	104	3	development	development	NOUN
ajst-27555	104	4	trends	trend	NOUN
ajst-27555	104	5	in	in	ADP
ajst-27555	104	6	multi	multi	ADJ
ajst-27555	104	7	-	-	ADJ
ajst-27555	104	8	objective	objective	ADJ
ajst-27555	104	9	bi	bi	ADJ
ajst-27555	104	10	-	-	ADJ
ajst-27555	104	11	level	level	ADJ
ajst-27555	104	12	optimization	optimization	NOUN
ajst-27555	104	13	technologies	technology	NOUN
ajst-27555	104	14	:	:	PUNCT
ajst-27555	104	15	algorithm	algorithm	NOUN
ajst-27555	104	16	improvements	improvement	NOUN
ajst-27555	104	17	:	:	PUNCT
ajst-27555	104	18	research	research	VERB
ajst-27555	104	19	new	new	ADJ
ajst-27555	104	20	optimization	optimization	NOUN
ajst-27555	104	21	algorithms	algorithm	NOUN
ajst-27555	104	22	(	(	PUNCT
ajst-27555	104	23	e.g.	e.g.	ADV
ajst-27555	104	24	,	,	PUNCT
ajst-27555	104	25	hybrid	hybrid	ADJ
ajst-27555	104	26	algorithms	algorithm	NOUN
ajst-27555	104	27	,	,	PUNCT
ajst-27555	104	28	evolutionary	evolutionary	ADJ
ajst-27555	104	29	algorithms	algorithm	NOUN
ajst-27555	104	30	,	,	PUNCT
ajst-27555	104	31	intelligent	intelligent	ADJ
ajst-27555	104	32	algorithms	algorithm	NOUN
ajst-27555	104	33	)	)	PUNCT
ajst-27555	104	34	to	to	PART
ajst-27555	104	35	enhance	enhance	VERB
ajst-27555	104	36	solution	solution	NOUN
ajst-27555	104	37	efficiency	efficiency	NOUN
ajst-27555	104	38	and	and	CCONJ
ajst-27555	104	39	optimization	optimization	NOUN
ajst-27555	104	40	quality	quality	NOUN
ajst-27555	104	41	.	.	PUNCT
ajst-27555	105	1	multi	multi	ADJ
ajst-27555	105	2	-	-	ADJ
ajst-27555	105	3	scale	scale	ADJ
ajst-27555	105	4	optimization	optimization	NOUN
ajst-27555	105	5	:	:	PUNCT
ajst-27555	105	6	explore	explore	VERB
ajst-27555	105	7	multi	multi	ADJ
ajst-27555	105	8	-	-	ADJ
ajst-27555	105	9	objective	objective	ADJ
ajst-27555	105	10	optimization	optimization	NOUN
ajst-27555	105	11	across	across	ADP
ajst-27555	105	12	different	different	ADJ
ajst-27555	105	13	temporal	temporal	ADJ
ajst-27555	105	14	and	and	CCONJ
ajst-27555	105	15	spatial	spatial	ADJ
ajst-27555	105	16	scales	scale	NOUN
ajst-27555	105	17	to	to	PART
ajst-27555	105	18	achieve	achieve	VERB
ajst-27555	105	19	comprehensive	comprehensive	ADJ
ajst-27555	105	20	optimization	optimization	NOUN
ajst-27555	105	21	results	result	NOUN
ajst-27555	105	22	.	.	PUNCT
ajst-27555	106	1	practical	practical	ADJ
ajst-27555	106	2	application	application	NOUN
ajst-27555	106	3	validation	validation	NOUN
ajst-27555	106	4	:	:	PUNCT
ajst-27555	106	5	validate	validate	VERB
ajst-27555	106	6	and	and	CCONJ
ajst-27555	106	7	adjust	adjust	VERB
ajst-27555	106	8	multiobjective	multiobjective	ADJ
ajst-27555	106	9	bi	bi	ADJ
ajst-27555	106	10	-	-	ADJ
ajst-27555	106	11	level	level	ADJ
ajst-27555	106	12	optimization	optimization	NOUN
ajst-27555	106	13	technologies	technology	NOUN
ajst-27555	106	14	in	in	ADP
ajst-27555	106	15	real	real	ADJ
ajst-27555	106	16	microgrids	microgrid	NOUN
ajst-27555	106	17	to	to	PART
ajst-27555	106	18	ensure	ensure	VERB
ajst-27555	106	19	the	the	DET
ajst-27555	106	20	effectiveness	effectiveness	NOUN
ajst-27555	106	21	and	and	CCONJ
ajst-27555	106	22	feasibility	feasibility	NOUN
ajst-27555	106	23	of	of	ADP
ajst-27555	106	24	models	model	NOUN
ajst-27555	106	25	and	and	CCONJ
ajst-27555	106	26	algorithms	algorithm	NOUN
ajst-27555	106	27	.	.	PUNCT
ajst-27555	107	1	6	6	X
ajst-27555	107	2	.	.	X
ajst-27555	107	3	conclusion	conclusion	NOUN
ajst-27555	107	4	the	the	DET
ajst-27555	107	5	bi	bi	ADJ
ajst-27555	107	6	-	-	ADJ
ajst-27555	107	7	level	level	ADJ
ajst-27555	107	8	optimization	optimization	NOUN
ajst-27555	107	9	scheduling	scheduling	NOUN
ajst-27555	107	10	problem	problem	NOUN
ajst-27555	107	11	for	for	ADP
ajst-27555	107	12	electric	electric	ADJ
ajst-27555	107	13	vehicle	vehicle	NOUN
ajst-27555	107	14	charging	charging	NOUN
ajst-27555	107	15	and	and	CCONJ
ajst-27555	107	16	energy	energy	NOUN
ajst-27555	107	17	storage	storage	NOUN
ajst-27555	107	18	systems	system	NOUN
ajst-27555	107	19	in	in	ADP
ajst-27555	107	20	microgrids	microgrid	NOUN
ajst-27555	107	21	holds	hold	VERB
ajst-27555	107	22	significant	significant	ADJ
ajst-27555	107	23	practical	practical	ADJ
ajst-27555	107	24	importance	importance	NOUN
ajst-27555	107	25	and	and	CCONJ
ajst-27555	107	26	complexity	complexity	NOUN
ajst-27555	107	27	.	.	PUNCT
ajst-27555	108	1	by	by	ADP
ajst-27555	108	2	conducting	conduct	VERB
ajst-27555	108	3	a	a	DET
ajst-27555	108	4	detailed	detailed	ADJ
ajst-27555	108	5	study	study	NOUN
ajst-27555	108	6	of	of	ADP
ajst-27555	108	7	the	the	DET
ajst-27555	108	8	conflicts	conflict	NOUN
ajst-27555	108	9	in	in	ADP
ajst-27555	108	10	charging	charge	VERB
ajst-27555	108	11	demand	demand	NOUN
ajst-27555	108	12	and	and	CCONJ
ajst-27555	108	13	energy	energy	NOUN
ajst-27555	108	14	storage	storage	NOUN
ajst-27555	108	15	management	management	NOUN
ajst-27555	108	16	,	,	PUNCT
ajst-27555	108	17	the	the	DET
ajst-27555	108	18	impact	impact	NOUN
ajst-27555	108	19	of	of	ADP
ajst-27555	108	20	charging	charge	VERB
ajst-27555	108	21	load	load	NOUN
ajst-27555	108	22	fluctuations	fluctuation	NOUN
ajst-27555	108	23	on	on	ADP
ajst-27555	108	24	microgrids	microgrid	NOUN
ajst-27555	108	25	,	,	PUNCT
ajst-27555	108	26	and	and	CCONJ
ajst-27555	108	27	the	the	DET
ajst-27555	108	28	application	application	NOUN
ajst-27555	108	29	of	of	ADP
ajst-27555	108	30	multi	multi	ADJ
ajst-27555	108	31	-	-	ADJ
ajst-27555	108	32	objective	objective	ADJ
ajst-27555	108	33	bi	bi	ADJ
ajst-27555	108	34	-	-	ADJ
ajst-27555	108	35	level	level	ADJ
ajst-27555	108	36	optimization	optimization	NOUN
ajst-27555	108	37	technologies	technology	NOUN
ajst-27555	108	38	,	,	PUNCT
ajst-27555	108	39	valuable	valuable	ADJ
ajst-27555	108	40	insights	insight	NOUN
ajst-27555	108	41	and	and	CCONJ
ajst-27555	108	42	solutions	solution	NOUN
ajst-27555	108	43	can	can	AUX
ajst-27555	108	44	be	be	AUX
ajst-27555	108	45	obtained	obtain	VERB
ajst-27555	108	46	.	.	PUNCT
ajst-27555	109	1	6.1	6.1	NUM
ajst-27555	109	2	.	.	PUNCT
ajst-27555	109	3	conflicts	conflict	NOUN
ajst-27555	109	4	in	in	ADP
ajst-27555	109	5	charging	charge	VERB
ajst-27555	109	6	demand	demand	NOUN
ajst-27555	109	7	and	and	CCONJ
ajst-27555	109	8	energy	energy	NOUN
ajst-27555	109	9	storage	storage	NOUN
ajst-27555	109	10	management	management	NOUN
ajst-27555	109	11	:	:	PUNCT
ajst-27555	109	12	conflict	conflict	NOUN
ajst-27555	109	13	manifestation	manifestation	NOUN
ajst-27555	109	14	:	:	PUNCT
ajst-27555	109	15	increasing	increase	VERB
ajst-27555	109	16	electric	electric	ADJ
ajst-27555	109	17	vehicle	vehicle	NOUN
ajst-27555	109	18	charging	charge	VERB
ajst-27555	109	19	demand	demand	NOUN
ajst-27555	109	20	puts	put	VERB
ajst-27555	109	21	pressure	pressure	NOUN
ajst-27555	109	22	on	on	ADP
ajst-27555	109	23	the	the	DET
ajst-27555	109	24	energy	energy	NOUN
ajst-27555	109	25	storage	storage	NOUN
ajst-27555	109	26	system	system	NOUN
ajst-27555	109	27	,	,	PUNCT
ajst-27555	109	28	affecting	affect	VERB
ajst-27555	109	29	microgrid	microgrid	ADJ
ajst-27555	109	30	stability	stability	NOUN
ajst-27555	109	31	.	.	PUNCT
ajst-27555	110	1	solutions	solution	NOUN
ajst-27555	110	2	:	:	PUNCT
ajst-27555	110	3	optimize	optimize	VERB
ajst-27555	110	4	charging	charge	VERB
ajst-27555	110	5	schedules	schedule	NOUN
ajst-27555	110	6	,	,	PUNCT
ajst-27555	110	7	improve	improve	VERB
ajst-27555	110	8	energy	energy	NOUN
ajst-27555	110	9	storage	storage	NOUN
ajst-27555	110	10	management	management	NOUN
ajst-27555	110	11	strategies	strategy	NOUN
ajst-27555	110	12	,	,	PUNCT
ajst-27555	110	13	and	and	CCONJ
ajst-27555	110	14	introduce	introduce	VERB
ajst-27555	110	15	intelligent	intelligent	ADJ
ajst-27555	110	16	scheduling	scheduling	NOUN
ajst-27555	110	17	and	and	CCONJ
ajst-27555	110	18	demand	demand	NOUN
ajst-27555	110	19	response	response	NOUN
ajst-27555	110	20	mechanisms	mechanism	NOUN
ajst-27555	110	21	.	.	PUNCT
ajst-27555	111	1	future	future	ADJ
ajst-27555	111	2	developments	development	NOUN
ajst-27555	111	3	may	may	AUX
ajst-27555	111	4	include	include	VERB
ajst-27555	111	5	ai	ai	VERB
ajst-27555	111	6	-	-	PUNCT
ajst-27555	111	7	based	base	VERB
ajst-27555	111	8	intelligent	intelligent	ADJ
ajst-27555	111	9	scheduling	scheduling	NOUN
ajst-27555	111	10	and	and	CCONJ
ajst-27555	111	11	dynamic	dynamic	ADJ
ajst-27555	111	12	optimization	optimization	NOUN
ajst-27555	111	13	algorithms	algorithm	NOUN
ajst-27555	111	14	.	.	PUNCT
ajst-27555	112	1	6.2	6.2	NUM
ajst-27555	112	2	.	.	PUNCT
ajst-27555	112	3	impact	impact	NOUN
ajst-27555	112	4	of	of	ADP
ajst-27555	112	5	electric	electric	ADJ
ajst-27555	112	6	vehicle	vehicle	NOUN
ajst-27555	112	7	charging	charge	VERB
ajst-27555	112	8	load	load	NOUN
ajst-27555	112	9	fluctuations	fluctuation	NOUN
ajst-27555	112	10	:	:	PUNCT
ajst-27555	112	11	impact	impact	NOUN
ajst-27555	112	12	of	of	ADP
ajst-27555	112	13	fluctuations	fluctuation	NOUN
ajst-27555	112	14	:	:	PUNCT
ajst-27555	112	15	charging	charge	VERB
ajst-27555	112	16	load	load	NOUN
ajst-27555	112	17	fluctuations	fluctuation	NOUN
ajst-27555	112	18	may	may	AUX
ajst-27555	112	19	lead	lead	VERB
ajst-27555	112	20	to	to	PART
ajst-27555	112	21	load	load	VERB
ajst-27555	112	22	imbalances	imbalance	NOUN
ajst-27555	112	23	and	and	CCONJ
ajst-27555	112	24	system	system	NOUN
ajst-27555	112	25	instability	instability	NOUN
ajst-27555	112	26	in	in	ADP
ajst-27555	112	27	the	the	DET
ajst-27555	112	28	grid	grid	NOUN
ajst-27555	112	29	.	.	PUNCT
ajst-27555	113	1	countermeasures	countermeasure	NOUN
ajst-27555	113	2	:	:	PUNCT
ajst-27555	113	3	improve	improve	VERB
ajst-27555	113	4	forecasting	forecasting	NOUN
ajst-27555	113	5	models	model	NOUN
ajst-27555	113	6	,	,	PUNCT
ajst-27555	113	7	optimize	optimize	VERB
ajst-27555	113	8	charging	charging	NOUN
ajst-27555	113	9	modes	mode	NOUN
ajst-27555	113	10	,	,	PUNCT
ajst-27555	113	11	and	and	CCONJ
ajst-27555	113	12	innovate	innovate	VERB
ajst-27555	113	13	fluctuation	fluctuation	NOUN
ajst-27555	113	14	suppression	suppression	NOUN
ajst-27555	113	15	technologies	technology	NOUN
ajst-27555	113	16	.	.	PUNCT
ajst-27555	114	1	future	future	ADJ
ajst-27555	114	2	research	research	NOUN
ajst-27555	114	3	should	should	AUX
ajst-27555	114	4	focus	focus	VERB
ajst-27555	114	5	on	on	ADP
ajst-27555	114	6	advanced	advanced	ADJ
ajst-27555	114	7	forecasting	forecasting	NOUN
ajst-27555	114	8	techniques	technique	NOUN
ajst-27555	114	9	and	and	CCONJ
ajst-27555	114	10	new	new	ADJ
ajst-27555	114	11	energy	energy	NOUN
ajst-27555	114	12	storage	storage	NOUN
ajst-27555	114	13	systems	system	NOUN
ajst-27555	114	14	to	to	PART
ajst-27555	114	15	enhance	enhance	VERB
ajst-27555	114	16	microgrid	microgrid	ADJ
ajst-27555	114	17	stability	stability	NOUN
ajst-27555	114	18	.	.	PUNCT
ajst-27555	115	1	6.3	6.3	NUM
ajst-27555	115	2	.	.	PUNCT
ajst-27555	115	3	application	application	NOUN
ajst-27555	115	4	of	of	ADP
ajst-27555	115	5	multi	multi	ADJ
ajst-27555	115	6	-	-	ADJ
ajst-27555	115	7	objective	objective	ADJ
ajst-27555	115	8	bi	bi	ADJ
ajst-27555	115	9	-	-	ADJ
ajst-27555	115	10	level	level	ADJ
ajst-27555	115	11	optimization	optimization	NOUN
ajst-27555	115	12	technologies	technology	NOUN
ajst-27555	115	13	:	:	PUNCT
ajst-27555	115	14	technical	technical	ADJ
ajst-27555	115	15	significance	significance	NOUN
ajst-27555	115	16	:	:	PUNCT
ajst-27555	115	17	multi	multi	ADJ
ajst-27555	115	18	-	-	ADJ
ajst-27555	115	19	objective	objective	ADJ
ajst-27555	115	20	bi	bi	ADJ
ajst-27555	115	21	-	-	ADJ
ajst-27555	115	22	level	level	ADJ
ajst-27555	115	23	optimization	optimization	NOUN
ajst-27555	115	24	technologies	technology	NOUN
ajst-27555	115	25	achieve	achieve	VERB
ajst-27555	115	26	optimal	optimal	ADJ
ajst-27555	115	27	resource	resource	NOUN
ajst-27555	115	28	allocation	allocation	NOUN
ajst-27555	115	29	and	and	CCONJ
ajst-27555	115	30	improved	improved	ADJ
ajst-27555	115	31	production	production	NOUN
ajst-27555	115	32	efficiency	efficiency	NOUN
ajst-27555	115	33	by	by	ADP
ajst-27555	115	34	integrating	integrate	VERB
ajst-27555	115	35	multiple	multiple	ADJ
ajst-27555	115	36	objectives	objective	NOUN
ajst-27555	115	37	.	.	PUNCT
ajst-27555	116	1	future	future	ADJ
ajst-27555	116	2	directions	direction	NOUN
ajst-27555	116	3	:	:	PUNCT
ajst-27555	116	4	algorithm	algorithm	NOUN
ajst-27555	116	5	improvements	improvement	NOUN
ajst-27555	116	6	and	and	CCONJ
ajst-27555	116	7	innovations	innovation	NOUN
ajst-27555	116	8	,	,	PUNCT
ajst-27555	116	9	multi	multi	ADJ
ajst-27555	116	10	-	-	ADJ
ajst-27555	116	11	scale	scale	ADJ
ajst-27555	116	12	optimization	optimization	NOUN
ajst-27555	116	13	,	,	PUNCT
ajst-27555	116	14	and	and	CCONJ
ajst-27555	116	15	practical	practical	ADJ
ajst-27555	116	16	application	application	NOUN
ajst-27555	116	17	validation	validation	NOUN
ajst-27555	116	18	.	.	PUNCT
ajst-27555	117	1	optimization	optimization	NOUN
ajst-27555	117	2	technologies	technology	NOUN
ajst-27555	117	3	should	should	AUX
ajst-27555	117	4	be	be	AUX
ajst-27555	117	5	adjusted	adjust	VERB
ajst-27555	117	6	according	accord	VERB
ajst-27555	117	7	to	to	ADP
ajst-27555	117	8	technological	technological	ADJ
ajst-27555	117	9	advancements	advancement	NOUN
ajst-27555	117	10	and	and	CCONJ
ajst-27555	117	11	actual	actual	ADJ
ajst-27555	117	12	needs	need	NOUN
ajst-27555	117	13	to	to	PART
ajst-27555	117	14	adapt	adapt	VERB
ajst-27555	117	15	to	to	ADP
ajst-27555	117	16	changing	change	VERB
ajst-27555	117	17	environments	environment	NOUN
ajst-27555	117	18	.	.	PUNCT
ajst-27555	118	1	overall	overall	ADJ
ajst-27555	118	2	,	,	PUNCT
ajst-27555	118	3	research	research	NOUN
ajst-27555	118	4	into	into	ADP
ajst-27555	118	5	charging	charge	VERB
ajst-27555	118	6	demand	demand	NOUN
ajst-27555	118	7	,	,	PUNCT
ajst-27555	118	8	energy	energy	NOUN
ajst-27555	118	9	storage	storage	NOUN
ajst-27555	118	10	management	management	NOUN
ajst-27555	118	11	,	,	PUNCT
ajst-27555	118	12	load	load	NOUN
ajst-27555	118	13	fluctuations	fluctuation	NOUN
ajst-27555	118	14	,	,	PUNCT
ajst-27555	118	15	and	and	CCONJ
ajst-27555	118	16	optimization	optimization	NOUN
ajst-27555	118	17	technologies	technology	NOUN
ajst-27555	118	18	can	can	AUX
ajst-27555	118	19	enhance	enhance	VERB
ajst-27555	118	20	the	the	DET
ajst-27555	118	21	scheduling	scheduling	NOUN
ajst-27555	118	22	efficiency	efficiency	NOUN
ajst-27555	118	23	and	and	CCONJ
ajst-27555	118	24	265	265	NUM
ajst-27555	118	25	stability	stability	NOUN
ajst-27555	118	26	of	of	ADP
ajst-27555	118	27	microgrids	microgrid	NOUN
ajst-27555	118	28	,	,	PUNCT
ajst-27555	118	29	contributing	contribute	VERB
ajst-27555	118	30	to	to	ADP
ajst-27555	118	31	the	the	DET
ajst-27555	118	32	realization	realization	NOUN
ajst-27555	118	33	of	of	ADP
ajst-27555	118	34	intelligent	intelligent	ADJ
ajst-27555	118	35	and	and	CCONJ
ajst-27555	118	36	green	green	ADJ
ajst-27555	118	37	power	power	NOUN
ajst-27555	118	38	systems	system	NOUN
ajst-27555	118	39	.	.	PUNCT
ajst-27555	119	1	references	reference	NOUN
ajst-27555	119	2	[	[	X
ajst-27555	119	3	1	1	X
ajst-27555	119	4	]	]	X
ajst-27555	119	5	i	i	PRON
ajst-27555	119	6	bowen	bowen	PROPN
ajst-27555	119	7	,	,	PUNCT
ajst-27555	119	8	fan	fan	PROPN
ajst-27555	119	9	ying.(2023	ying.(2023	NOUN
ajst-27555	119	10	)	)	PUNCT
ajst-27555	119	11	.	.	PUNCT
ajst-27555	120	1	research	research	NOUN
ajst-27555	120	2	on	on	ADP
ajst-27555	120	3	power	power	NOUN
ajst-27555	120	4	system	system	NOUN
ajst-27555	120	5	planning	plan	VERB
ajst-27555	120	6	under	under	ADP
ajst-27555	120	7	high	high	ADJ
ajst-27555	120	8	proportion	proportion	NOUN
ajst-27555	120	9	of	of	ADP
ajst-27555	120	10	renewable	renewable	ADJ
ajst-27555	120	11	energy	energy	NOUN
ajst-27555	120	12	access[j	access[j	PROPN
ajst-27555	120	13	]	]	X
ajst-27555	120	14	.	.	PUNCT
ajst-27555	121	1	journal	journal	PROPN
ajst-27555	121	2	of	of	ADP
ajst-27555	121	3	management	management	NOUN
ajst-27555	121	4	science	science	NOUN
ajst-27555	121	5	,	,	PUNCT
ajst-27555	121	6	2023	2023	NUM
ajst-27555	121	7	,	,	PUNCT
ajst-27555	121	8	(	(	PUNCT
ajst-27555	121	9	10	10	NUM
ajst-27555	121	10	):	):	PUNCT
ajst-27555	121	11	21	21	NUM
ajst-27555	121	12	-	-	SYM
ajst-27555	121	13	35	35	NUM
ajst-27555	121	14	.	.	PUNCT
ajst-27555	122	1	[	[	X
ajst-27555	122	2	2	2	NUM
ajst-27555	122	3	]	]	SYM
ajst-27555	122	4	fu	fu	PROPN
ajst-27555	122	5	yang	yang	PROPN
ajst-27555	122	6	,	,	PUNCT
ajst-27555	122	7	xing	xing	PROPN
ajst-27555	122	8	xing	xing	PROPN
ajst-27555	122	9	-	-	PUNCT
ajst-27555	122	10	yue	yue	PROPN
ajst-27555	122	11	,	,	PUNCT
ajst-27555	122	12	li	li	PROPN
ajst-27555	122	13	zhen	zhen	PROPN
ajst-27555	122	14	-	-	PUNCT
ajst-27555	122	15	kun	kun	PROPN
ajst-27555	122	16	,	,	PUNCT
ajst-27555	122	17	et	et	PROPN
ajst-27555	122	18	al.(2022)multistage	al.(2022)multistage	VERB
ajst-27555	122	19	robust	robust	ADJ
ajst-27555	122	20	optimization	optimization	NOUN
ajst-27555	122	21	planning	planning	NOUN
ajst-27555	122	22	of	of	ADP
ajst-27555	122	23	microgrid	microgrid	PROPN
ajst-27555	122	24	group	group	NOUN
ajst-27555	122	25	based	base	VERB
ajst-27555	122	26	on	on	ADP
ajst-27555	122	27	master	master	NOUN
ajst-27555	122	28	-	-	PUNCT
ajst-27555	122	29	slave	slave	NOUN
ajst-27555	122	30	game[j].power	game[j].power	NOUN
ajst-27555	122	31	automation	automation	NOUN
ajst-27555	122	32	equipment	equipment	NOUN
ajst-27555	122	33	,	,	PUNCT
ajst-27555	122	34	42(04	42(04	NOUN
ajst-27555	122	35	):	):	PUNCT
ajst-27555	122	36	1	1	NUM
ajst-27555	122	37	-	-	SYM
ajst-27555	122	38	8	8	NUM
ajst-27555	122	39	.	.	PUNCT
ajst-27555	123	1	[	[	X
ajst-27555	123	2	3	3	NUM
ajst-27555	123	3	]	]	X
ajst-27555	123	4	room	room	NOUN
ajst-27555	123	5	super	super	PROPN
ajst-27555	123	6	yun	yun	PROPN
ajst-27555	123	7	,	,	PUNCT
ajst-27555	123	8	yang	yang	PROPN
ajst-27555	123	9	kun	kun	PROPN
ajst-27555	123	10	&	&	CCONJ
ajst-27555	123	11	chai	chai	PROPN
ajst-27555	123	12	ruihuan.(2024).twolayer	ruihuan.(2024).twolayer	PROPN
ajst-27555	123	13	multi	multi	ADJ
ajst-27555	123	14	-	-	ADJ
ajst-27555	123	15	objective	objective	ADJ
ajst-27555	123	16	optimal	optimal	ADJ
ajst-27555	123	17	scheduling	scheduling	NOUN
ajst-27555	123	18	of	of	ADP
ajst-27555	123	19	microgrid	microgrid	ADJ
ajst-27555	123	20	groups	group	NOUN
ajst-27555	123	21	with	with	ADP
ajst-27555	123	22	electric	electric	ADJ
ajst-27555	123	23	vehicles	vehicle	NOUN
ajst-27555	123	24	at	at	ADP
ajst-27555	123	25	tou.journal	tou.journal	NUM
ajst-27555	123	26	of	of	ADP
ajst-27555	123	27	electric	electric	ADJ
ajst-27555	123	28	power	power	NOUN
ajst-27555	123	29	science	science	NOUN
ajst-27555	123	30	and	and	CCONJ
ajst-27555	123	31	technology(01),39:124	technology(01),39:124	NOUN
ajst-27555	123	32	-	-	PUNCT
ajst-27555	123	33	133	133	NUM
ajst-27555	123	34	.	.	PUNCT
ajst-27555	124	1	[	[	X
ajst-27555	124	2	4	4	X
ajst-27555	124	3	]	]	PUNCT
ajst-27555	124	4	choudhury	choudhury	PROPN
ajst-27555	124	5	subhashree	subhashree	PROPN
ajst-27555	124	6	.	.	PUNCT
ajst-27555	125	1	(	(	PUNCT
ajst-27555	125	2	2022	2022	NUM
ajst-27555	125	3	)	)	PUNCT
ajst-27555	125	4	.	.	PUNCT
ajst-27555	126	1	review	review	NOUN
ajst-27555	126	2	of	of	ADP
ajst-27555	126	3	energy	energy	NOUN
ajst-27555	126	4	storage	storage	NOUN
ajst-27555	126	5	system	system	NOUN
ajst-27555	126	6	technologies	technology	NOUN
ajst-27555	126	7	integration	integration	NOUN
ajst-27555	126	8	to	to	ADP
ajst-27555	126	9	microgrid	microgrid	NOUN
ajst-27555	126	10	:	:	PUNCT
ajst-27555	126	11	types	type	NOUN
ajst-27555	126	12	,	,	PUNCT
ajst-27555	126	13	control	control	NOUN
ajst-27555	126	14	strategies	strategy	NOUN
ajst-27555	126	15	,	,	PUNCT
ajst-27555	126	16	issues	issue	NOUN
ajst-27555	126	17	,	,	PUNCT
ajst-27555	126	18	and	and	CCONJ
ajst-27555	126	19	future	future	ADJ
ajst-27555	126	20	prospects	prospect	NOUN
ajst-27555	126	21	.	.	PUNCT
ajst-27555	127	1	journal	journal	NOUN
ajst-27555	127	2	of	of	ADP
ajst-27555	127	3	energy	energy	PROPN
ajst-27555	127	4	storage,48:1	storage,48:1	PROPN
ajst-27555	127	5	-	-	PUNCT
ajst-27555	127	6	2	2	NUM
ajst-27555	127	7	[	[	X
ajst-27555	127	8	5	5	NUM
ajst-27555	127	9	]	]	PUNCT
ajst-27555	127	10	abuelrub	abuelrub	NOUN
ajst-27555	127	11	a	a	PRON
ajst-27555	127	12	,	,	PUNCT
ajst-27555	127	13	hamed	hamed	PROPN
ajst-27555	127	14	f	f	PROPN
ajst-27555	127	15	,	,	PUNCT
ajst-27555	127	16	saadeh	saadeh	ADJ
ajst-27555	127	17	o	o	PROPN
ajst-27555	127	18	.(2020).microgrid	.(2020).microgrid	PROPN
ajst-27555	127	19	integrated	integrate	VERB
ajst-27555	127	20	electric	electric	ADJ
ajst-27555	127	21	vehicle	vehicle	NOUN
ajst-27555	127	22	charging	charge	VERB
ajst-27555	127	23	algorithm	algorithm	NOUN
ajst-27555	127	24	with	with	ADP
ajst-27555	127	25	photovoltaic	photovoltaic	NOUN
ajst-27555	127	26	generation	generation	NOUN
ajst-27555	128	1	[	[	X
ajst-27555	128	2	j	j	X
ajst-27555	128	3	]	]	X
ajst-27555	128	4	.	.	PUNCT
ajst-27555	129	1	journal	journal	PROPN
ajst-27555	129	2	of	of	ADP
ajst-27555	129	3	energy	energy	NOUN
ajst-27555	129	4	storage	storage	NOUN
ajst-27555	129	5	,	,	PUNCT
ajst-27555	129	6	32:1	32:1	NUM
ajst-27555	129	7	-	-	SYM
ajst-27555	129	8	2	2	NUM
ajst-27555	129	9	.	.	PUNCT
ajst-27555	130	1	[	[	X
ajst-27555	130	2	6	6	NUM
ajst-27555	130	3	]	]	PUNCT
ajst-27555	130	4	pang	pang	NOUN
ajst-27555	130	5	kexin.(2023).research	kexin.(2023).research	NOUN
ajst-27555	130	6	on	on	ADP
ajst-27555	130	7	elastic	elastic	ADJ
ajst-27555	130	8	microgrid	microgrid	ADJ
ajst-27555	130	9	expansion	expansion	NOUN
ajst-27555	130	10	planning	planning	NOUN
ajst-27555	130	11	based	base	VERB
ajst-27555	130	12	on	on	ADP
ajst-27555	130	13	deep	deep	ADJ
ajst-27555	130	14	reinforcement	reinforcement	NOUN
ajst-27555	130	15	learning[d].nanjing	learning[d].nanje	VERB
ajst-27555	130	16	university	university	NOUN
ajst-27555	130	17	of	of	ADP
ajst-27555	130	18	science	science	NOUN
ajst-27555	130	19	and	and	CCONJ
ajst-27555	130	20	technology.25	technology.25	NOUN
ajst-27555	130	21	-	-	PUNCT
ajst-27555	130	22	30	30	NUM
ajst-27555	130	23	.	.	PUNCT
ajst-27555	131	1	[	[	X
ajst-27555	131	2	7	7	X
ajst-27555	131	3	]	]	X
ajst-27555	131	4	mei	mei	PROPN
ajst-27555	131	5	peng	peng	PROPN
ajst-27555	131	6	,	,	PUNCT
ajst-27555	131	7	lin	lin	PROPN
ajst-27555	131	8	zhixian	zhixian	PROPN
ajst-27555	131	9	,	,	PUNCT
ajst-27555	131	10	li	li	PROPN
ajst-27555	131	11	tengfei.(2023).cloud	tengfei.(2023).cloud	PROPN
ajst-27555	131	12	model	model	NOUN
ajst-27555	131	13	based	base	VERB
ajst-27555	131	14	two	two	NUM
ajst-27555	131	15	-	-	PUNCT
ajst-27555	131	16	layer	layer	NOUN
ajst-27555	131	17	optimal	optimal	ADJ
ajst-27555	131	18	scheduling	scheduling	NOUN
ajst-27555	131	19	method	method	NOUN
ajst-27555	131	20	of	of	ADP
ajst-27555	131	21	distributed	distribute	VERB
ajst-27555	131	22	photovoltaic	photovoltaic	NOUN
ajst-27555	131	23	distribution	distribution	NOUN
ajst-27555	131	24	network	network	NOUN
ajst-27555	131	25	[	[	X
ajst-27555	131	26	j	j	X
ajst-27555	131	27	]	]	X
ajst-27555	131	28	.	.	PUNCT
ajst-27555	132	1	radio	radio	NOUN
ajst-27555	132	2	engineering	engineering	NOUN
ajst-27555	132	3	,	,	PUNCT
ajst-27555	132	4	53	53	NUM
ajst-27555	132	5	(	(	PUNCT
ajst-27555	132	6	09	09	NUM
ajst-27555	132	7	):	):	PUNCT
ajst-27555	132	8	2158	2158	NUM
ajst-27555	132	9	-	-	SYM
ajst-27555	132	10	2164	2164	NUM
ajst-27555	132	11	.	.	PUNCT
ajst-27555	133	1	[	[	X
ajst-27555	133	2	8	8	NUM
ajst-27555	133	3	]	]	X
ajst-27555	133	4	dong	dong	PROPN
ajst-27555	133	5	hai	hai	PROPN
ajst-27555	133	6	,	,	PUNCT
ajst-27555	133	7	cao	cao	PROPN
ajst-27555	133	8	xiaolan.(2023	xiaolan.(2023	PUNCT
ajst-27555	133	9	)	)	PUNCT
ajst-27555	133	10	.	.	PUNCT
ajst-27555	134	1	dynamic	dynamic	ADJ
ajst-27555	134	2	scheduling	scheduling	NOUN
ajst-27555	134	3	of	of	ADP
ajst-27555	134	4	hybrid	hybrid	ADJ
ajst-27555	134	5	energy	energy	NOUN
ajst-27555	134	6	microgrids	microgrid	NOUN
ajst-27555	134	7	based	base	VERB
ajst-27555	134	8	on	on	ADP
ajst-27555	134	9	policy	policy	NOUN
ajst-27555	134	10	drive[j].journal	drive[j].journal	ADJ
ajst-27555	134	11	of	of	ADP
ajst-27555	134	12	solar	solar	ADJ
ajst-27555	134	13	energy	energy	NOUN
ajst-27555	134	14	,	,	PUNCT
ajst-27555	134	15	44(07):22	44(07):22	NUM
ajst-27555	134	16	-	-	SYM
ajst-27555	134	17	29	29	NUM
ajst-27555	134	18	.	.	PUNCT
ajst-27555	135	1	[	[	X
ajst-27555	135	2	9	9	NUM
ajst-27555	135	3	]	]	X
ajst-27555	135	4	zhang	zhang	PROPN
ajst-27555	135	5	wei	wei	PROPN
ajst-27555	135	6	,	,	PUNCT
ajst-27555	135	7	wang	wang	PROPN
ajst-27555	135	8	lijuan	lijuan	PROPN
ajst-27555	135	9	,	,	PUNCT
ajst-27555	135	10	peng	peng	PROPN
ajst-27555	135	11	jingli.(2023	jingli.(2023	PROPN
ajst-27555	135	12	)	)	PUNCT
ajst-27555	135	13	nested	nest	VERB
ajst-27555	135	14	genetic	genetic	ADJ
ajst-27555	135	15	algorithm	algorithm	NOUN
ajst-27555	135	16	for	for	ADP
ajst-27555	135	17	multi	multi	ADJ
ajst-27555	135	18	-	-	ADJ
ajst-27555	135	19	objective	objective	ADJ
ajst-27555	135	20	bilevel	bilevel	ADJ
ajst-27555	135	21	optimization	optimization	NOUN
ajst-27555	135	22	:	:	PUNCT
ajst-27555	135	23	a	a	DET
ajst-27555	135	24	case	case	NOUN
ajst-27555	135	25	study	study	NOUN
ajst-27555	135	26	of	of	ADP
ajst-27555	135	27	mixed	mixed	ADJ
ajst-27555	135	28	line	line	NOUN
ajst-27555	135	29	programming	programming	NOUN
ajst-27555	135	30	[	[	X
ajst-27555	135	31	j	j	X
ajst-27555	135	32	]	]	X
ajst-27555	135	33	.	.	PUNCT
ajst-27555	136	1	mechanical	mechanical	ADJ
ajst-27555	136	2	and	and	CCONJ
ajst-27555	136	3	electrical	electrical	ADJ
ajst-27555	136	4	engineering	engineering	NOUN
ajst-27555	136	5	technology,52(11):38	technology,52(11):38	PROPN
ajst-27555	136	6	-	-	PUNCT
ajst-27555	136	7	42	42	NUM
ajst-27555	136	8	.	.	PUNCT