id	sid	tid	token	lemma	pos
ajst-28596	1	1	academic	academic	ADJ
ajst-28596	1	2	journal	journal	NOUN
ajst-28596	1	3	of	of	ADP
ajst-28596	1	4	science	science	NOUN
ajst-28596	1	5	and	and	CCONJ
ajst-28596	1	6	technology	technology	NOUN
ajst-28596	1	7	issn	issn	NOUN
ajst-28596	1	8	:	:	PUNCT
ajst-28596	1	9	2771	2771	NUM
ajst-28596	1	10	-	-	SYM
ajst-28596	1	11	3032	3032	NUM
ajst-28596	1	12	|	|	NOUN
ajst-28596	1	13	vol	vol	NOUN
ajst-28596	1	14	.	.	PROPN
ajst-28596	1	15	13	13	NUM
ajst-28596	1	16	,	,	PUNCT
ajst-28596	1	17	no	no	INTJ
ajst-28596	1	18	.	.	NOUN
ajst-28596	1	19	3	3	NUM
ajst-28596	1	20	,	,	PUNCT
ajst-28596	1	21	2024	2024	NUM
ajst-28596	1	22	86	86	NUM
ajst-28596	1	23	research	research	NOUN
ajst-28596	1	24	on	on	ADP
ajst-28596	1	25	energy	energy	NOUN
ajst-28596	1	26	storage	storage	NOUN
ajst-28596	1	27	flywheel	flywheel	NOUN
ajst-28596	1	28	controller	controller	NOUN
ajst-28596	1	29	array	array	VERB
ajst-28596	1	30	lili	lili	PROPN
ajst-28596	1	31	jing1	jing1	PROPN
ajst-28596	1	32	,	,	PUNCT
ajst-28596	1	33	yongsheng	yongsheng	PROPN
ajst-28596	1	34	dong2	dong2	PROPN
ajst-28596	1	35	,	,	PUNCT
ajst-28596	1	36	*	*	PUNCT
ajst-28596	2	1	1institute	1institute	NUM
ajst-28596	2	2	for	for	ADP
ajst-28596	2	3	digital	digital	ADJ
ajst-28596	2	4	energy	energy	NOUN
ajst-28596	2	5	technology	technology	NOUN
ajst-28596	2	6	,	,	PUNCT
ajst-28596	2	7	jining	jine	VERB
ajst-28596	2	8	normal	normal	ADJ
ajst-28596	2	9	university	university	NOUN
ajst-28596	2	10	,	,	PUNCT
ajst-28596	2	11	inner	inner	PROPN
ajst-28596	2	12	mongolia	mongolia	PROPN
ajst-28596	2	13	012000	012000	NUM
ajst-28596	2	14	,	,	PUNCT
ajst-28596	2	15	china	china	PROPN
ajst-28596	2	16	2key	2key	NUM
ajst-28596	2	17	laboratory	laboratory	NOUN
ajst-28596	2	18	of	of	ADP
ajst-28596	2	19	high	high	ADJ
ajst-28596	2	20	speed	speed	NOUN
ajst-28596	2	21	signal	signal	NOUN
ajst-28596	2	22	processing	processing	NOUN
ajst-28596	2	23	and	and	CCONJ
ajst-28596	2	24	internet	internet	NOUN
ajst-28596	2	25	of	of	ADP
ajst-28596	2	26	things	thing	NOUN
ajst-28596	2	27	technology	technology	NOUN
ajst-28596	2	28	application	application	NOUN
ajst-28596	2	29	,	,	PUNCT
ajst-28596	2	30	jining	jine	VERB
ajst-28596	2	31	normal	normal	ADJ
ajst-28596	2	32	university	university	NOUN
ajst-28596	2	33	,	,	PUNCT
ajst-28596	2	34	ulanqab	ulanqab	ADJ
ajst-28596	2	35	city	city	NOUN
ajst-28596	2	36	012000	012000	NUM
ajst-28596	2	37	,	,	PUNCT
ajst-28596	2	38	china	china	PROPN
ajst-28596	2	39	.	.	PUNCT
ajst-28596	3	1	*	*	PUNCT
ajst-28596	3	2	corresponding	correspond	VERB
ajst-28596	3	3	author	author	NOUN
ajst-28596	3	4	e	e	NOUN
ajst-28596	3	5	-	-	NOUN
ajst-28596	3	6	mail	mail	NOUN
ajst-28596	3	7	:	:	PUNCT
ajst-28596	3	8	417428269@qq.com	417428269@qq.com	NUM
ajst-28596	3	9	abstract	abstract	NOUN
ajst-28596	3	10	:	:	PUNCT
ajst-28596	3	11	energy	energy	NOUN
ajst-28596	3	12	storage	storage	NOUN
ajst-28596	3	13	flywheel	flywheel	NOUN
ajst-28596	3	14	has	have	VERB
ajst-28596	3	15	the	the	DET
ajst-28596	3	16	advantages	advantage	NOUN
ajst-28596	3	17	of	of	ADP
ajst-28596	3	18	high	high	ADJ
ajst-28596	3	19	efficiency	efficiency	NOUN
ajst-28596	3	20	,	,	PUNCT
ajst-28596	3	21	fast	fast	ADJ
ajst-28596	3	22	response	response	NOUN
ajst-28596	3	23	time	time	NOUN
ajst-28596	3	24	and	and	CCONJ
ajst-28596	3	25	long	long	ADJ
ajst-28596	3	26	cycle	cycle	NOUN
ajst-28596	3	27	life	life	NOUN
ajst-28596	3	28	,	,	PUNCT
ajst-28596	3	29	and	and	CCONJ
ajst-28596	3	30	has	have	AUX
ajst-28596	3	31	become	become	VERB
ajst-28596	3	32	a	a	DET
ajst-28596	3	33	promising	promising	ADJ
ajst-28596	3	34	high	high	ADJ
ajst-28596	3	35	-	-	PUNCT
ajst-28596	3	36	power	power	NOUN
ajst-28596	3	37	energy	energy	NOUN
ajst-28596	3	38	storage	storage	NOUN
ajst-28596	3	39	technology	technology	NOUN
ajst-28596	3	40	.	.	PUNCT
ajst-28596	4	1	an	an	DET
ajst-28596	4	2	important	important	ADJ
ajst-28596	4	3	component	component	NOUN
ajst-28596	4	4	of	of	ADP
ajst-28596	4	5	the	the	DET
ajst-28596	4	6	flywheel	flywheel	NOUN
ajst-28596	4	7	system	system	NOUN
ajst-28596	4	8	is	be	AUX
ajst-28596	4	9	the	the	DET
ajst-28596	4	10	controller	controller	NOUN
ajst-28596	4	11	array	array	NOUN
ajst-28596	4	12	,	,	PUNCT
ajst-28596	4	13	which	which	PRON
ajst-28596	4	14	ensures	ensure	VERB
ajst-28596	4	15	the	the	DET
ajst-28596	4	16	synchronous	synchronous	ADJ
ajst-28596	4	17	and	and	CCONJ
ajst-28596	4	18	optimized	optimize	VERB
ajst-28596	4	19	operation	operation	NOUN
ajst-28596	4	20	of	of	ADP
ajst-28596	4	21	multiple	multiple	ADJ
ajst-28596	4	22	flywheels	flywheel	NOUN
ajst-28596	4	23	in	in	ADP
ajst-28596	4	24	the	the	DET
ajst-28596	4	25	network	network	NOUN
ajst-28596	4	26	.	.	PUNCT
ajst-28596	5	1	this	this	DET
ajst-28596	5	2	paper	paper	NOUN
ajst-28596	5	3	discusses	discuss	VERB
ajst-28596	5	4	the	the	DET
ajst-28596	5	5	principle	principle	NOUN
ajst-28596	5	6	,	,	PUNCT
ajst-28596	5	7	design	design	NOUN
ajst-28596	5	8	and	and	CCONJ
ajst-28596	5	9	performance	performance	NOUN
ajst-28596	5	10	of	of	ADP
ajst-28596	5	11	energy	energy	NOUN
ajst-28596	5	12	storage	storage	NOUN
ajst-28596	5	13	flywheel	flywheel	NOUN
ajst-28596	5	14	controller	controller	NOUN
ajst-28596	5	15	array	array	NOUN
ajst-28596	5	16	.	.	PUNCT
ajst-28596	6	1	it	it	PRON
ajst-28596	6	2	studies	study	VERB
ajst-28596	6	3	the	the	DET
ajst-28596	6	4	control	control	NOUN
ajst-28596	6	5	strategy	strategy	NOUN
ajst-28596	6	6	,	,	PUNCT
ajst-28596	6	7	system	system	NOUN
ajst-28596	6	8	architecture	architecture	NOUN
ajst-28596	6	9	and	and	CCONJ
ajst-28596	6	10	practical	practical	ADJ
ajst-28596	6	11	application	application	NOUN
ajst-28596	6	12	,	,	PUNCT
ajst-28596	6	13	through	through	ADP
ajst-28596	6	14	simulation	simulation	NOUN
ajst-28596	6	15	and	and	CCONJ
ajst-28596	6	16	experimental	experimental	ADJ
ajst-28596	6	17	data	datum	NOUN
ajst-28596	6	18	.	.	PUNCT
ajst-28596	7	1	in	in	ADP
ajst-28596	7	2	addition	addition	NOUN
ajst-28596	7	3	,	,	PUNCT
ajst-28596	7	4	the	the	DET
ajst-28596	7	5	challenges	challenge	NOUN
ajst-28596	7	6	and	and	CCONJ
ajst-28596	7	7	future	future	ADJ
ajst-28596	7	8	directions	direction	NOUN
ajst-28596	7	9	for	for	ADP
ajst-28596	7	10	enhancing	enhance	VERB
ajst-28596	7	11	the	the	DET
ajst-28596	7	12	controller	controller	NOUN
ajst-28596	7	13	array	array	NOUN
ajst-28596	7	14	functionality	functionality	NOUN
ajst-28596	7	15	are	be	AUX
ajst-28596	7	16	discussed	discuss	VERB
ajst-28596	7	17	.	.	PUNCT
ajst-28596	8	1	keywords	keyword	NOUN
ajst-28596	8	2	:	:	PUNCT
ajst-28596	8	3	flywheel	flywheel	VERB
ajst-28596	8	4	energy	energy	NOUN
ajst-28596	8	5	storage	storage	NOUN
ajst-28596	8	6	system	system	NOUN
ajst-28596	8	7	(	(	PUNCT
ajst-28596	8	8	fess	fess	NOUN
ajst-28596	8	9	)	)	PUNCT
ajst-28596	8	10	,	,	PUNCT
ajst-28596	8	11	control	control	NOUN
ajst-28596	8	12	array	array	NOUN
ajst-28596	8	13	,	,	PUNCT
ajst-28596	8	14	energy	energy	NOUN
ajst-28596	8	15	storage	storage	NOUN
ajst-28596	8	16	technology	technology	NOUN
ajst-28596	8	17	,	,	PUNCT
ajst-28596	8	18	grid	grid	NOUN
ajst-28596	8	19	stability	stability	NOUN
ajst-28596	8	20	,	,	PUNCT
ajst-28596	8	21	control	control	NOUN
ajst-28596	8	22	strategy	strategy	NOUN
ajst-28596	8	23	,	,	PUNCT
ajst-28596	8	24	renewable	renewable	ADJ
ajst-28596	8	25	energy	energy	NOUN
ajst-28596	8	26	integration	integration	NOUN
ajst-28596	8	27	,	,	PUNCT
ajst-28596	8	28	scalable	scalable	ADJ
ajst-28596	8	29	energy	energy	NOUN
ajst-28596	8	30	storage	storage	NOUN
ajst-28596	8	31	.	.	PUNCT
ajst-28596	9	1	1	1	X
ajst-28596	9	2	.	.	X
ajst-28596	9	3	introduction	introduction	NOUN
ajst-28596	9	4	the	the	DET
ajst-28596	9	5	ability	ability	NOUN
ajst-28596	9	6	to	to	PART
ajst-28596	9	7	manage	manage	VERB
ajst-28596	9	8	variability	variability	NOUN
ajst-28596	9	9	and	and	CCONJ
ajst-28596	9	10	stabilize	stabilize	VERB
ajst-28596	9	11	the	the	DET
ajst-28596	9	12	grid	grid	NOUN
ajst-28596	9	13	with	with	ADP
ajst-28596	9	14	advanced	advanced	ADJ
ajst-28596	9	15	energy	energy	NOUN
ajst-28596	9	16	storage	storage	NOUN
ajst-28596	9	17	technologies	technology	NOUN
ajst-28596	9	18	is	be	AUX
ajst-28596	9	19	needed	need	VERB
ajst-28596	9	20	for	for	SCONJ
ajst-28596	9	21	the	the	DET
ajst-28596	9	22	transition	transition	NOUN
ajst-28596	9	23	to	to	PART
ajst-28596	9	24	renewable	renewable	VERB
ajst-28596	9	25	energy[1	energy[1	PROPN
ajst-28596	9	26	]	]	PUNCT
ajst-28596	9	27	.	.	PUNCT
ajst-28596	10	1	flywheel	flywheel	PROPN
ajst-28596	10	2	energy	energy	NOUN
ajst-28596	10	3	storage	storage	NOUN
ajst-28596	10	4	systems	system	NOUN
ajst-28596	10	5	(	(	PUNCT
ajst-28596	10	6	fess	fess	NOUN
ajst-28596	10	7	)	)	PUNCT
ajst-28596	10	8	are	be	AUX
ajst-28596	10	9	increasingly	increasingly	ADV
ajst-28596	10	10	recognized	recognize	VERB
ajst-28596	10	11	for	for	ADP
ajst-28596	10	12	their	their	PRON
ajst-28596	10	13	ability	ability	NOUN
ajst-28596	10	14	to	to	PART
ajst-28596	10	15	provide	provide	VERB
ajst-28596	10	16	instantaneous	instantaneous	ADJ
ajst-28596	10	17	power	power	NOUN
ajst-28596	10	18	,	,	PUNCT
ajst-28596	10	19	frequency	frequency	NOUN
ajst-28596	10	20	regulation	regulation	NOUN
ajst-28596	10	21	,	,	PUNCT
ajst-28596	10	22	and	and	CCONJ
ajst-28596	10	23	peaking	peak	VERB
ajst-28596	10	24	capabilities	capability	NOUN
ajst-28596	10	25	.	.	PUNCT
ajst-28596	11	1	while	while	SCONJ
ajst-28596	11	2	a	a	DET
ajst-28596	11	3	single	single	ADJ
ajst-28596	11	4	flywheel	flywheel	NOUN
ajst-28596	11	5	unit	unit	NOUN
ajst-28596	11	6	provides	provide	VERB
ajst-28596	11	7	substantial	substantial	ADJ
ajst-28596	11	8	benefits	benefit	NOUN
ajst-28596	11	9	,	,	PUNCT
ajst-28596	11	10	the	the	DET
ajst-28596	11	11	scalability	scalability	NOUN
ajst-28596	11	12	of	of	ADP
ajst-28596	11	13	the	the	DET
ajst-28596	11	14	fess	fess	NOUN
ajst-28596	11	15	is	be	AUX
ajst-28596	11	16	achieved	achieve	VERB
ajst-28596	11	17	by	by	ADP
ajst-28596	11	18	managing	manage	VERB
ajst-28596	11	19	multiple	multiple	ADJ
ajst-28596	11	20	units	unit	NOUN
ajst-28596	11	21	through	through	ADP
ajst-28596	11	22	a	a	DET
ajst-28596	11	23	controller	controller	NOUN
ajst-28596	11	24	array	array	NOUN
ajst-28596	11	25	.	.	PUNCT
ajst-28596	12	1	the	the	DET
ajst-28596	12	2	controller	controller	NOUN
ajst-28596	12	3	arrays	array	VERB
ajst-28596	12	4	coordinates	coordinate	VERB
ajst-28596	12	5	the	the	DET
ajst-28596	12	6	operation	operation	NOUN
ajst-28596	12	7	of	of	ADP
ajst-28596	12	8	multiple	multiple	ADJ
ajst-28596	12	9	flywheels	flywheel	NOUN
ajst-28596	12	10	to	to	PART
ajst-28596	12	11	ensure	ensure	VERB
ajst-28596	12	12	efficient	efficient	ADJ
ajst-28596	12	13	energy	energy	NOUN
ajst-28596	12	14	exchange	exchange	NOUN
ajst-28596	12	15	,	,	PUNCT
ajst-28596	12	16	balance	balance	NOUN
ajst-28596	12	17	load	load	NOUN
ajst-28596	12	18	demand	demand	NOUN
ajst-28596	12	19	,	,	PUNCT
ajst-28596	12	20	and	and	CCONJ
ajst-28596	12	21	keep	keep	VERB
ajst-28596	12	22	the	the	DET
ajst-28596	12	23	grid	grid	NOUN
ajst-28596	12	24	stable	stable	NOUN
ajst-28596	12	25	.	.	PUNCT
ajst-28596	13	1	this	this	DET
ajst-28596	13	2	paper	paper	NOUN
ajst-28596	13	3	deepens	deepen	VERB
ajst-28596	13	4	the	the	DET
ajst-28596	13	5	mechanical	mechanical	ADJ
ajst-28596	13	6	principles	principle	NOUN
ajst-28596	13	7	of	of	ADP
ajst-28596	13	8	flywheel	flywheel	NOUN
ajst-28596	13	9	controller	controller	NOUN
ajst-28596	13	10	arrays	array	VERB
ajst-28596	13	11	,	,	PUNCT
ajst-28596	13	12	highlighting	highlight	VERB
ajst-28596	13	13	their	their	PRON
ajst-28596	13	14	role	role	NOUN
ajst-28596	13	15	in	in	ADP
ajst-28596	13	16	achieving	achieve	VERB
ajst-28596	13	17	high	high	ADJ
ajst-28596	13	18	performance	performance	NOUN
ajst-28596	13	19	in	in	ADP
ajst-28596	13	20	independent	independent	ADJ
ajst-28596	13	21	and	and	CCONJ
ajst-28596	13	22	integrated	integrated	ADJ
ajst-28596	13	23	energy	energy	NOUN
ajst-28596	13	24	systems[2	systems[2	PROPN
ajst-28596	13	25	]	]	PUNCT
ajst-28596	13	26	.	.	PUNCT
ajst-28596	14	1	2	2	X
ajst-28596	14	2	.	.	X
ajst-28596	14	3	working	work	VERB
ajst-28596	14	4	principle	principle	NOUN
ajst-28596	14	5	of	of	ADP
ajst-28596	14	6	the	the	DET
ajst-28596	14	7	flywheel	flywheel	NOUN
ajst-28596	14	8	controller	controller	NOUN
ajst-28596	14	9	array	array	VERB
ajst-28596	14	10	the	the	DET
ajst-28596	14	11	flywheel	flywheel	NOUN
ajst-28596	14	12	controller	controller	NOUN
ajst-28596	14	13	array	array	NOUN
ajst-28596	14	14	(	(	PUNCT
ajst-28596	14	15	fca	fca	PROPN
ajst-28596	14	16	)	)	PUNCT
ajst-28596	14	17	is	be	AUX
ajst-28596	14	18	an	an	DET
ajst-28596	14	19	important	important	ADJ
ajst-28596	14	20	innovation	innovation	NOUN
ajst-28596	14	21	in	in	ADP
ajst-28596	14	22	realizing	realize	VERB
ajst-28596	14	23	the	the	DET
ajst-28596	14	24	scalability	scalability	NOUN
ajst-28596	14	25	and	and	CCONJ
ajst-28596	14	26	efficiency	efficiency	NOUN
ajst-28596	14	27	of	of	ADP
ajst-28596	14	28	the	the	DET
ajst-28596	14	29	flywheel	flywheel	NOUN
ajst-28596	14	30	energy	energy	NOUN
ajst-28596	14	31	storage	storage	NOUN
ajst-28596	14	32	system	system	NOUN
ajst-28596	14	33	(	(	PUNCT
ajst-28596	14	34	fess	fess	NOUN
ajst-28596	14	35	)	)	PUNCT
ajst-28596	14	36	.	.	PUNCT
ajst-28596	15	1	they	they	PRON
ajst-28596	15	2	integrate	integrate	VERB
ajst-28596	15	3	multiple	multiple	ADJ
ajst-28596	15	4	flywheel	flywheel	NOUN
ajst-28596	15	5	monomers	monomer	NOUN
ajst-28596	15	6	to	to	PART
ajst-28596	15	7	form	form	VERB
ajst-28596	15	8	a	a	DET
ajst-28596	15	9	cohesive	cohesive	ADJ
ajst-28596	15	10	energy	energy	NOUN
ajst-28596	15	11	management	management	NOUN
ajst-28596	15	12	solution	solution	NOUN
ajst-28596	15	13	that	that	PRON
ajst-28596	15	14	ensures	ensure	VERB
ajst-28596	15	15	seamless	seamless	ADJ
ajst-28596	15	16	operation	operation	NOUN
ajst-28596	15	17	and	and	CCONJ
ajst-28596	15	18	optimal	optimal	ADJ
ajst-28596	15	19	performance	performance	NOUN
ajst-28596	15	20	in	in	ADP
ajst-28596	15	21	both	both	CCONJ
ajst-28596	15	22	the	the	DET
ajst-28596	15	23	grid	grid	NOUN
ajst-28596	15	24	and	and	CCONJ
ajst-28596	15	25	non	non	ADJ
ajst-28596	15	26	-	-	ADJ
ajst-28596	15	27	grid	grid	ADJ
ajst-28596	15	28	environments	environment	NOUN
ajst-28596	15	29	.	.	PUNCT
ajst-28596	16	1	this	this	DET
ajst-28596	16	2	section	section	NOUN
ajst-28596	16	3	will	will	AUX
ajst-28596	16	4	discuss	discuss	VERB
ajst-28596	16	5	the	the	DET
ajst-28596	16	6	system	system	NOUN
ajst-28596	16	7	architecture	architecture	NOUN
ajst-28596	16	8	and	and	CCONJ
ajst-28596	16	9	core	core	NOUN
ajst-28596	16	10	functions	function	NOUN
ajst-28596	16	11	of	of	ADP
ajst-28596	16	12	the	the	DET
ajst-28596	16	13	fca[3	fca[3	NOUN
ajst-28596	16	14	]	]	X
ajst-28596	16	15	.	.	PUNCT
ajst-28596	17	1	2.1	2.1	NUM
ajst-28596	17	2	.	.	PUNCT
ajst-28596	17	3	system	system	NOUN
ajst-28596	17	4	architecture	architecture	NOUN
ajst-28596	17	5	the	the	DET
ajst-28596	17	6	architecture	architecture	NOUN
ajst-28596	17	7	of	of	ADP
ajst-28596	17	8	the	the	DET
ajst-28596	17	9	flywheel	flywheel	NOUN
ajst-28596	17	10	controller	controller	NOUN
ajst-28596	17	11	array	array	NOUN
ajst-28596	17	12	involves	involve	VERB
ajst-28596	17	13	the	the	DET
ajst-28596	17	14	integration	integration	NOUN
ajst-28596	17	15	of	of	ADP
ajst-28596	17	16	the	the	DET
ajst-28596	17	17	flywheel	flywheel	NOUN
ajst-28596	17	18	monomer	monomer	NOUN
ajst-28596	17	19	into	into	ADP
ajst-28596	17	20	a	a	DET
ajst-28596	17	21	larger	large	ADJ
ajst-28596	17	22	network	network	NOUN
ajst-28596	17	23	system	system	NOUN
ajst-28596	17	24	in	in	ADP
ajst-28596	17	25	which	which	PRON
ajst-28596	17	26	each	each	DET
ajst-28596	17	27	component	component	NOUN
ajst-28596	17	28	performs	perform	VERB
ajst-28596	17	29	specific	specific	ADJ
ajst-28596	17	30	roles	role	NOUN
ajst-28596	17	31	for	for	ADP
ajst-28596	17	32	efficient	efficient	ADJ
ajst-28596	17	33	energy	energy	NOUN
ajst-28596	17	34	storage	storage	NOUN
ajst-28596	17	35	and	and	CCONJ
ajst-28596	17	36	retrieval	retrieval	NOUN
ajst-28596	17	37	.	.	PUNCT
ajst-28596	18	1	the	the	DET
ajst-28596	18	2	key	key	ADJ
ajst-28596	18	3	components	component	NOUN
ajst-28596	18	4	of	of	ADP
ajst-28596	18	5	the	the	DET
ajst-28596	18	6	flywheel	flywheel	NOUN
ajst-28596	18	7	device	device	NOUN
ajst-28596	18	8	are	be	AUX
ajst-28596	18	9	composed	compose	VERB
ajst-28596	18	10	of	of	ADP
ajst-28596	18	11	the	the	DET
ajst-28596	18	12	flywheel	flywheel	NOUN
ajst-28596	18	13	rotor	rotor	NOUN
ajst-28596	18	14	,	,	PUNCT
ajst-28596	18	15	the	the	DET
ajst-28596	18	16	motor	motor	NOUN
ajst-28596	18	17	generator	generator	NOUN
ajst-28596	18	18	and	and	CCONJ
ajst-28596	18	19	the	the	DET
ajst-28596	18	20	controller	controller	NOUN
ajst-28596	18	21	module	module	NOUN
ajst-28596	18	22	.	.	PUNCT
ajst-28596	19	1	the	the	DET
ajst-28596	19	2	flywheel	flywheel	NOUN
ajst-28596	19	3	rotor	rotor	NOUN
ajst-28596	19	4	is	be	AUX
ajst-28596	19	5	used	use	VERB
ajst-28596	19	6	to	to	PART
ajst-28596	19	7	store	store	VERB
ajst-28596	19	8	kinetic	kinetic	ADJ
ajst-28596	19	9	energy	energy	NOUN
ajst-28596	19	10	by	by	ADP
ajst-28596	19	11	rotating	rotate	VERB
ajst-28596	19	12	at	at	ADP
ajst-28596	19	13	a	a	DET
ajst-28596	19	14	high	high	ADJ
ajst-28596	19	15	speed	speed	NOUN
ajst-28596	19	16	,	,	PUNCT
ajst-28596	19	17	and	and	CCONJ
ajst-28596	19	18	its	its	PRON
ajst-28596	19	19	material	material	NOUN
ajst-28596	19	20	is	be	AUX
ajst-28596	19	21	usually	usually	ADV
ajst-28596	19	22	made	make	VERB
ajst-28596	19	23	of	of	ADP
ajst-28596	19	24	advanced	advanced	ADJ
ajst-28596	19	25	composites	composite	NOUN
ajst-28596	19	26	or	or	CCONJ
ajst-28596	19	27	high	high	ADJ
ajst-28596	19	28	-	-	PUNCT
ajst-28596	19	29	strength	strength	NOUN
ajst-28596	19	30	steel	steel	NOUN
ajst-28596	19	31	to	to	PART
ajst-28596	19	32	balance	balance	VERB
ajst-28596	19	33	weight	weight	NOUN
ajst-28596	19	34	and	and	CCONJ
ajst-28596	19	35	durability	durability	NOUN
ajst-28596	19	36	.	.	PUNCT
ajst-28596	20	1	the	the	DET
ajst-28596	20	2	motor	motor	NOUN
ajst-28596	20	3	generator	generator	NOUN
ajst-28596	20	4	has	have	VERB
ajst-28596	20	5	dual	dual	ADJ
ajst-28596	20	6	functions	function	NOUN
ajst-28596	20	7	,	,	PUNCT
ajst-28596	20	8	converting	convert	VERB
ajst-28596	20	9	the	the	DET
ajst-28596	20	10	electric	electric	ADJ
ajst-28596	20	11	energy	energy	NOUN
ajst-28596	20	12	into	into	ADP
ajst-28596	20	13	mechanical	mechanical	ADJ
ajst-28596	20	14	energy	energy	NOUN
ajst-28596	20	15	when	when	SCONJ
ajst-28596	20	16	charging	charge	VERB
ajst-28596	20	17	,	,	PUNCT
ajst-28596	20	18	and	and	CCONJ
ajst-28596	20	19	otherwise	otherwise	ADV
ajst-28596	20	20	when	when	SCONJ
ajst-28596	20	21	discharging	discharge	VERB
ajst-28596	20	22	.	.	PUNCT
ajst-28596	21	1	it	it	PRON
ajst-28596	21	2	mainly	mainly	ADV
ajst-28596	21	3	uses	use	VERB
ajst-28596	21	4	an	an	DET
ajst-28596	21	5	efficient	efficient	ADJ
ajst-28596	21	6	synchronization	synchronization	NOUN
ajst-28596	21	7	or	or	CCONJ
ajst-28596	21	8	induction	induction	NOUN
ajst-28596	21	9	motor	motor	NOUN
ajst-28596	21	10	for	for	ADP
ajst-28596	21	11	reliable	reliable	ADJ
ajst-28596	21	12	operation	operation	NOUN
ajst-28596	21	13	.	.	PUNCT
ajst-28596	22	1	the	the	DET
ajst-28596	22	2	controller	controller	NOUN
ajst-28596	22	3	module	module	NOUN
ajst-28596	22	4	mainly	mainly	ADV
ajst-28596	22	5	supervises	supervise	VERB
ajst-28596	22	6	the	the	DET
ajst-28596	22	7	operation	operation	NOUN
ajst-28596	22	8	of	of	ADP
ajst-28596	22	9	a	a	DET
ajst-28596	22	10	single	single	ADJ
ajst-28596	22	11	flywheel	flywheel	NOUN
ajst-28596	22	12	,	,	PUNCT
ajst-28596	22	13	including	include	VERB
ajst-28596	22	14	the	the	DET
ajst-28596	22	15	monitoring	monitoring	NOUN
ajst-28596	22	16	of	of	ADP
ajst-28596	22	17	speed	speed	NOUN
ajst-28596	22	18	regulation	regulation	NOUN
ajst-28596	22	19	,	,	PUNCT
ajst-28596	22	20	energy	energy	NOUN
ajst-28596	22	21	transmission	transmission	NOUN
ajst-28596	22	22	,	,	PUNCT
ajst-28596	22	23	temperature	temperature	NOUN
ajst-28596	22	24	,	,	PUNCT
ajst-28596	22	25	vibration	vibration	NOUN
ajst-28596	22	26	and	and	CCONJ
ajst-28596	22	27	other	other	ADJ
ajst-28596	22	28	operating	operating	NOUN
ajst-28596	22	29	parameters	parameter	NOUN
ajst-28596	22	30	.	.	PUNCT
ajst-28596	23	1	it	it	PRON
ajst-28596	23	2	features	feature	VERB
ajst-28596	23	3	sensors	sensor	NOUN
ajst-28596	23	4	and	and	CCONJ
ajst-28596	23	5	microprocessors	microprocessor	NOUN
ajst-28596	23	6	for	for	ADP
ajst-28596	23	7	realtime	realtime	ADJ
ajst-28596	23	8	data	datum	NOUN
ajst-28596	23	9	analysis	analysis	NOUN
ajst-28596	23	10	and	and	CCONJ
ajst-28596	23	11	decision	decision	NOUN
ajst-28596	23	12	making	making	NOUN
ajst-28596	23	13	.	.	PUNCT
ajst-28596	24	1	system	system	NOUN
ajst-28596	24	2	-	-	PUNCT
ajst-28596	24	3	level	level	NOUN
ajst-28596	24	4	architecture	architecture	NOUN
ajst-28596	24	5	that	that	PRON
ajst-28596	24	6	integrates	integrate	VERB
ajst-28596	24	7	these	these	DET
ajst-28596	24	8	components	component	NOUN
ajst-28596	24	9	into	into	ADP
ajst-28596	24	10	an	an	DET
ajst-28596	24	11	array	array	NOUN
ajst-28596	24	12	can	can	AUX
ajst-28596	24	13	follow	follow	VERB
ajst-28596	24	14	either	either	CCONJ
ajst-28596	24	15	centralized	centralized	ADJ
ajst-28596	24	16	or	or	CCONJ
ajst-28596	24	17	distributed	distribute	VERB
ajst-28596	24	18	control	control	NOUN
ajst-28596	24	19	approaches	approach	NOUN
ajst-28596	24	20	.	.	PUNCT
ajst-28596	25	1	the	the	DET
ajst-28596	25	2	central	central	ADJ
ajst-28596	25	3	controller	controller	NOUN
ajst-28596	25	4	structure	structure	NOUN
ajst-28596	25	5	is	be	AUX
ajst-28596	25	6	that	that	SCONJ
ajst-28596	25	7	a	a	DET
ajst-28596	25	8	primary	primary	ADJ
ajst-28596	25	9	controller	controller	NOUN
ajst-28596	25	10	manages	manage	VERB
ajst-28596	25	11	the	the	DET
ajst-28596	25	12	entire	entire	ADJ
ajst-28596	25	13	array	array	NOUN
ajst-28596	25	14	,	,	PUNCT
ajst-28596	25	15	receiving	receive	VERB
ajst-28596	25	16	data	datum	NOUN
ajst-28596	25	17	from	from	ADP
ajst-28596	25	18	all	all	DET
ajst-28596	25	19	units	unit	NOUN
ajst-28596	25	20	,	,	PUNCT
ajst-28596	25	21	and	and	CCONJ
ajst-28596	25	22	making	make	VERB
ajst-28596	25	23	unified	unified	ADJ
ajst-28596	25	24	decisions	decision	NOUN
ajst-28596	25	25	about	about	ADP
ajst-28596	25	26	energy	energy	NOUN
ajst-28596	25	27	allocation	allocation	NOUN
ajst-28596	25	28	and	and	CCONJ
ajst-28596	25	29	load	load	NOUN
ajst-28596	25	30	balancing	balancing	NOUN
ajst-28596	25	31	.	.	PUNCT
ajst-28596	26	1	the	the	DET
ajst-28596	26	2	advantage	advantage	NOUN
ajst-28596	26	3	is	be	AUX
ajst-28596	26	4	that	that	SCONJ
ajst-28596	26	5	it	it	PRON
ajst-28596	26	6	simplifies	simplify	VERB
ajst-28596	26	7	the	the	DET
ajst-28596	26	8	coordination	coordination	NOUN
ajst-28596	26	9	of	of	ADP
ajst-28596	26	10	the	the	DET
ajst-28596	26	11	flywheel	flywheel	NOUN
ajst-28596	26	12	and	and	CCONJ
ajst-28596	26	13	makes	make	VERB
ajst-28596	26	14	the	the	DET
ajst-28596	26	15	global	global	ADJ
ajst-28596	26	16	optimization	optimization	NOUN
ajst-28596	26	17	strategy	strategy	NOUN
ajst-28596	26	18	more	more	ADV
ajst-28596	26	19	feasible	feasible	ADJ
ajst-28596	26	20	.	.	PUNCT
ajst-28596	27	1	the	the	DET
ajst-28596	27	2	disadvantage	disadvantage	NOUN
ajst-28596	27	3	is	be	AUX
ajst-28596	27	4	that	that	SCONJ
ajst-28596	27	5	a	a	DET
ajst-28596	27	6	single	single	ADJ
ajst-28596	27	7	point	point	NOUN
ajst-28596	27	8	of	of	ADP
ajst-28596	27	9	failure	failure	NOUN
ajst-28596	27	10	can	can	AUX
ajst-28596	27	11	damage	damage	VERB
ajst-28596	27	12	the	the	DET
ajst-28596	27	13	entire	entire	ADJ
ajst-28596	27	14	system	system	NOUN
ajst-28596	27	15	.	.	PUNCT
ajst-28596	28	1	with	with	ADP
ajst-28596	28	2	the	the	DET
ajst-28596	28	3	unitas	unitas	NOUN
ajst-28596	28	4	the	the	DET
ajst-28596	28	5	number	number	NOUN
ajst-28596	28	6	increases	increase	VERB
ajst-28596	28	7	,	,	PUNCT
ajst-28596	28	8	the	the	DET
ajst-28596	28	9	communication	communication	NOUN
ajst-28596	28	10	delays	delay	NOUN
ajst-28596	28	11	may	may	AUX
ajst-28596	28	12	become	become	VERB
ajst-28596	28	13	significant	significant	ADJ
ajst-28596	28	14	.	.	PUNCT
ajst-28596	29	1	the	the	DET
ajst-28596	29	2	distributed	distribute	VERB
ajst-28596	29	3	control	control	NOUN
ajst-28596	29	4	structure	structure	NOUN
ajst-28596	29	5	operates	operate	VERB
ajst-28596	29	6	semiindependently	semiindependently	ADV
ajst-28596	29	7	for	for	ADP
ajst-28596	29	8	each	each	DET
ajst-28596	29	9	flywheel	flywheel	NOUN
ajst-28596	29	10	unit	unit	NOUN
ajst-28596	29	11	,	,	PUNCT
ajst-28596	29	12	handling	handle	VERB
ajst-28596	29	13	the	the	DET
ajst-28596	29	14	main	main	ADJ
ajst-28596	29	15	operations	operation	NOUN
ajst-28596	29	16	by	by	ADP
ajst-28596	29	17	a	a	DET
ajst-28596	29	18	local	local	ADJ
ajst-28596	29	19	controller	controller	NOUN
ajst-28596	29	20	and	and	CCONJ
ajst-28596	29	21	communicating	communicate	VERB
ajst-28596	29	22	with	with	ADP
ajst-28596	29	23	other	other	ADJ
ajst-28596	29	24	units	unit	NOUN
ajst-28596	29	25	to	to	PART
ajst-28596	29	26	synchronize	synchronize	VERB
ajst-28596	29	27	and	and	CCONJ
ajst-28596	29	28	share	share	VERB
ajst-28596	29	29	load	load	NOUN
ajst-28596	29	30	data	datum	NOUN
ajst-28596	29	31	.	.	PUNCT
ajst-28596	30	1	the	the	DET
ajst-28596	30	2	advantage	advantage	NOUN
ajst-28596	30	3	is	be	AUX
ajst-28596	30	4	the	the	DET
ajst-28596	30	5	high	high	ADJ
ajst-28596	30	6	fault	fault	NOUN
ajst-28596	30	7	tolerance	tolerance	NOUN
ajst-28596	30	8	because	because	SCONJ
ajst-28596	30	9	each	each	DET
ajst-28596	30	10	unit	unit	NOUN
ajst-28596	30	11	can	can	AUX
ajst-28596	30	12	operate	operate	VERB
ajst-28596	30	13	autonomously	autonomously	ADV
ajst-28596	30	14	with	with	ADP
ajst-28596	30	15	scalability	scalability	NOUN
ajst-28596	30	16	without	without	ADP
ajst-28596	30	17	significantly	significantly	ADV
ajst-28596	30	18	increasing	increase	VERB
ajst-28596	30	19	complexity	complexity	NOUN
ajst-28596	30	20	.	.	PUNCT
ajst-28596	31	1	the	the	DET
ajst-28596	31	2	disadvantage	disadvantage	NOUN
ajst-28596	31	3	is	be	AUX
ajst-28596	31	4	the	the	DET
ajst-28596	31	5	need	need	NOUN
ajst-28596	31	6	for	for	ADP
ajst-28596	31	7	sophisticated	sophisticated	ADJ
ajst-28596	31	8	communication	communication	NOUN
ajst-28596	31	9	and	and	CCONJ
ajst-28596	31	10	synchronization	synchronization	NOUN
ajst-28596	31	11	algorithms	algorithm	NOUN
ajst-28596	31	12	,	,	PUNCT
ajst-28596	31	13	and	and	CCONJ
ajst-28596	31	14	the	the	DET
ajst-28596	31	15	potential	potential	ADJ
ajst-28596	31	16	inconsistency	inconsistency	NOUN
ajst-28596	31	17	of	of	ADP
ajst-28596	31	18	decisions	decision	NOUN
ajst-28596	31	19	across	across	ADP
ajst-28596	31	20	units	unit	NOUN
ajst-28596	31	21	.	.	PUNCT
ajst-28596	32	1	hybrid	hybrid	ADJ
ajst-28596	32	2	structure	structure	NOUN
ajst-28596	32	3	is	be	AUX
ajst-28596	32	4	that	that	SCONJ
ajst-28596	32	5	in	in	ADP
ajst-28596	32	6	some	some	DET
ajst-28596	32	7	systems	system	NOUN
ajst-28596	32	8	,	,	PUNCT
ajst-28596	32	9	hybrid	hybrid	ADJ
ajst-28596	32	10	methods	method	NOUN
ajst-28596	32	11	combine	combine	AUX
ajst-28596	32	12	centralized	centralize	VERB
ajst-28596	32	13	and	and	CCONJ
ajst-28596	32	14	distributed	distribute	VERB
ajst-28596	32	15	control	control	NOUN
ajst-28596	32	16	to	to	PART
ajst-28596	32	17	take	take	VERB
ajst-28596	32	18	advantage	advantage	NOUN
ajst-28596	32	19	of	of	ADP
ajst-28596	32	20	both	both	PRON
ajst-28596	32	21	.	.	PUNCT
ajst-28596	33	1	for	for	ADP
ajst-28596	33	2	example	example	NOUN
ajst-28596	33	3	,	,	PUNCT
ajst-28596	33	4	the	the	DET
ajst-28596	33	5	local	local	ADJ
ajst-28596	33	6	controller	controller	NOUN
ajst-28596	33	7	handles	handle	VERB
ajst-28596	33	8	real	real	ADJ
ajst-28596	33	9	-	-	PUNCT
ajst-28596	33	10	time	time	NOUN
ajst-28596	33	11	operations	operation	NOUN
ajst-28596	33	12	,	,	PUNCT
ajst-28596	33	13	while	while	SCONJ
ajst-28596	33	14	the	the	DET
ajst-28596	33	15	main	main	ADJ
ajst-28596	33	16	controller	controller	NOUN
ajst-28596	33	17	focuses	focus	VERB
ajst-28596	33	18	on	on	ADP
ajst-28596	33	19	system	system	NOUN
ajst-28596	33	20	-	-	PUNCT
ajst-28596	33	21	level	level	NOUN
ajst-28596	33	22	excellence[4	excellence[4	NOUN
ajst-28596	33	23	]	]	X
ajst-28596	33	24	.	.	PUNCT
ajst-28596	34	1	2.2	2.2	NUM
ajst-28596	34	2	.	.	PUNCT
ajst-28596	35	1	core	core	NOUN
ajst-28596	35	2	functions	function	NOUN
ajst-28596	35	3	the	the	DET
ajst-28596	35	4	flywheel	flywheel	NOUN
ajst-28596	35	5	controller	controller	NOUN
ajst-28596	35	6	array	array	NOUN
ajst-28596	35	7	is	be	AUX
ajst-28596	35	8	designed	design	VERB
ajst-28596	35	9	to	to	PART
ajst-28596	35	10	implement	implement	VERB
ajst-28596	35	11	the	the	DET
ajst-28596	35	12	following	follow	VERB
ajst-28596	35	13	key	key	ADJ
ajst-28596	35	14	functions	function	NOUN
ajst-28596	35	15	that	that	PRON
ajst-28596	35	16	ensure	ensure	VERB
ajst-28596	35	17	that	that	SCONJ
ajst-28596	35	18	the	the	DET
ajst-28596	35	19	system	system	NOUN
ajst-28596	35	20	operates	operate	VERB
ajst-28596	35	21	efficiently	efficiently	ADV
ajst-28596	35	22	and	and	CCONJ
ajst-28596	35	23	reliably	reliably	ADV
ajst-28596	35	24	and	and	CCONJ
ajst-28596	35	25	coordinates	coordinate	NOUN
ajst-28596	35	26	with	with	ADP
ajst-28596	35	27	external	external	ADJ
ajst-28596	35	28	energy	energy	NOUN
ajst-28596	35	29	needs	need	NOUN
ajst-28596	35	30	.	.	PUNCT
ajst-28596	36	1	the	the	DET
ajst-28596	36	2	architecture	architecture	NOUN
ajst-28596	36	3	and	and	CCONJ
ajst-28596	36	4	functionality	functionality	NOUN
ajst-28596	36	5	of	of	ADP
ajst-28596	36	6	the	the	DET
ajst-28596	36	7	flywheel	flywheel	NOUN
ajst-28596	36	8	controller	controller	NOUN
ajst-28596	36	9	array	array	NOUN
ajst-28596	36	10	is	be	AUX
ajst-28596	36	11	the	the	DET
ajst-28596	36	12	foundation	foundation	NOUN
ajst-28596	36	13	for	for	ADP
ajst-28596	36	14	the	the	DET
ajst-28596	36	15	success	success	NOUN
ajst-28596	36	16	of	of	ADP
ajst-28596	36	17	the	the	DET
ajst-28596	36	18	modern	modern	ADJ
ajst-28596	36	19	fess	fess	NOUN
ajst-28596	36	20	.	.	PUNCT
ajst-28596	37	1	these	these	DET
ajst-28596	37	2	systems	system	NOUN
ajst-28596	37	3	ensure	ensure	VERB
ajst-28596	37	4	high	high	ADJ
ajst-28596	37	5	performance	performance	NOUN
ajst-28596	37	6	and	and	CCONJ
ajst-28596	37	7	reliability	reliability	NOUN
ajst-28596	37	8	by	by	ADP
ajst-28596	37	9	leveraging	leverage	VERB
ajst-28596	37	10	advanced	advanced	ADJ
ajst-28596	37	11	synchronization	synchronization	NOUN
ajst-28596	37	12	,	,	PUNCT
ajst-28596	37	13	energy	energy	NOUN
ajst-28596	37	14	balance	balance	NOUN
ajst-28596	37	15	,	,	PUNCT
ajst-28596	37	16	fault	fault	NOUN
ajst-28596	37	17	management	management	NOUN
ajst-28596	37	18	,	,	PUNCT
ajst-28596	37	19	and	and	CCONJ
ajst-28596	37	20	grid	grid	NOUN
ajst-28596	37	21	integration	integration	NOUN
ajst-28596	37	22	capabilities	capability	NOUN
ajst-28596	37	23	.	.	PUNCT
ajst-28596	38	1	87	87	NUM
ajst-28596	38	2	future	future	ADJ
ajst-28596	38	3	advances	advance	NOUN
ajst-28596	38	4	in	in	ADP
ajst-28596	38	5	control	control	NOUN
ajst-28596	38	6	algorithms	algorithm	NOUN
ajst-28596	38	7	and	and	CCONJ
ajst-28596	38	8	communication	communication	NOUN
ajst-28596	38	9	technologies	technology	NOUN
ajst-28596	38	10	will	will	AUX
ajst-28596	38	11	further	far	ADV
ajst-28596	38	12	improve	improve	VERB
ajst-28596	38	13	the	the	DET
ajst-28596	38	14	scalability	scalability	NOUN
ajst-28596	38	15	and	and	CCONJ
ajst-28596	38	16	efficiency	efficiency	NOUN
ajst-28596	38	17	of	of	ADP
ajst-28596	38	18	flywheel	flywheel	NOUN
ajst-28596	38	19	arrays[5	arrays[5	NOUN
ajst-28596	38	20	]	]	PUNCT
ajst-28596	38	21	.	.	PUNCT
ajst-28596	39	1	the	the	DET
ajst-28596	39	2	synchronization	synchronization	NOUN
ajst-28596	39	3	function	function	NOUN
ajst-28596	39	4	is	be	AUX
ajst-28596	39	5	to	to	PART
ajst-28596	39	6	maintain	maintain	VERB
ajst-28596	39	7	a	a	DET
ajst-28596	39	8	consistent	consistent	ADJ
ajst-28596	39	9	speed	speed	NOUN
ajst-28596	39	10	between	between	ADP
ajst-28596	39	11	all	all	DET
ajst-28596	39	12	flywheels	flywheel	NOUN
ajst-28596	39	13	to	to	PART
ajst-28596	39	14	ensure	ensure	VERB
ajst-28596	39	15	the	the	DET
ajst-28596	39	16	balance	balance	NOUN
ajst-28596	39	17	of	of	ADP
ajst-28596	39	18	energy	energy	NOUN
ajst-28596	39	19	storage	storage	NOUN
ajst-28596	39	20	and	and	CCONJ
ajst-28596	39	21	discharge	discharge	NOUN
ajst-28596	39	22	.	.	PUNCT
ajst-28596	40	1	the	the	DET
ajst-28596	40	2	method	method	NOUN
ajst-28596	40	3	is	be	AUX
ajst-28596	40	4	to	to	PART
ajst-28596	40	5	use	use	VERB
ajst-28596	40	6	a	a	DET
ajst-28596	40	7	real	real	ADJ
ajst-28596	40	8	-	-	PUNCT
ajst-28596	40	9	time	time	NOUN
ajst-28596	40	10	communication	communication	NOUN
ajst-28596	40	11	protocol	protocol	NOUN
ajst-28596	40	12	to	to	PART
ajst-28596	40	13	share	share	VERB
ajst-28596	40	14	speed	speed	NOUN
ajst-28596	40	15	and	and	CCONJ
ajst-28596	40	16	torque	torque	NOUN
ajst-28596	40	17	data	datum	NOUN
ajst-28596	40	18	between	between	ADP
ajst-28596	40	19	the	the	DET
ajst-28596	40	20	controllers	controller	NOUN
ajst-28596	40	21	.	.	PUNCT
ajst-28596	41	1	the	the	DET
ajst-28596	41	2	importance	importance	NOUN
ajst-28596	41	3	of	of	ADP
ajst-28596	41	4	an	an	DET
ajst-28596	41	5	adaptive	adaptive	ADJ
ajst-28596	41	6	algorithm	algorithm	NOUN
ajst-28596	41	7	that	that	PRON
ajst-28596	41	8	dynamically	dynamically	ADV
ajst-28596	41	9	adjusts	adjust	VERB
ajst-28596	41	10	the	the	DET
ajst-28596	41	11	motor	motor	NOUN
ajst-28596	41	12	generator	generator	NOUN
ajst-28596	41	13	input	input	NOUN
ajst-28596	41	14	/	/	SYM
ajst-28596	41	15	output	output	NOUN
ajst-28596	41	16	according	accord	VERB
ajst-28596	41	17	to	to	ADP
ajst-28596	41	18	the	the	DET
ajst-28596	41	19	system	system	NOUN
ajst-28596	41	20	conditions	condition	NOUN
ajst-28596	41	21	is	be	AUX
ajst-28596	41	22	to	to	PART
ajst-28596	41	23	prevent	prevent	VERB
ajst-28596	41	24	imbalances	imbalance	NOUN
ajst-28596	41	25	that	that	PRON
ajst-28596	41	26	may	may	AUX
ajst-28596	41	27	lead	lead	VERB
ajst-28596	41	28	to	to	ADP
ajst-28596	41	29	mechanical	mechanical	ADJ
ajst-28596	41	30	stress	stress	NOUN
ajst-28596	41	31	or	or	CCONJ
ajst-28596	41	32	energy	energy	NOUN
ajst-28596	41	33	inefficiency	inefficiency	NOUN
ajst-28596	41	34	.	.	PUNCT
ajst-28596	42	1	energy	energy	NOUN
ajst-28596	42	2	balance	balance	NOUN
ajst-28596	42	3	is	be	AUX
ajst-28596	42	4	the	the	DET
ajst-28596	42	5	balanced	balanced	ADJ
ajst-28596	42	6	distribution	distribution	NOUN
ajst-28596	42	7	of	of	ADP
ajst-28596	42	8	energy	energy	NOUN
ajst-28596	42	9	storage	storage	NOUN
ajst-28596	42	10	and	and	CCONJ
ajst-28596	42	11	discharge	discharge	VERB
ajst-28596	42	12	load	load	NOUN
ajst-28596	42	13	throughout	throughout	ADP
ajst-28596	42	14	the	the	DET
ajst-28596	42	15	array	array	NOUN
ajst-28596	42	16	in	in	ADP
ajst-28596	42	17	order	order	NOUN
ajst-28596	42	18	to	to	PART
ajst-28596	42	19	maximize	maximize	VERB
ajst-28596	42	20	the	the	DET
ajst-28596	42	21	overall	overall	ADJ
ajst-28596	42	22	efficiency	efficiency	NOUN
ajst-28596	42	23	and	and	CCONJ
ajst-28596	42	24	prevent	prevent	NOUN
ajst-28596	42	25	overload	overload	NOUN
ajst-28596	42	26	.	.	PUNCT
ajst-28596	43	1	technically	technically	ADV
ajst-28596	43	2	,	,	PUNCT
ajst-28596	43	3	the	the	DET
ajst-28596	43	4	load	load	NOUN
ajst-28596	43	5	distribution	distribution	NOUN
ajst-28596	43	6	algorithm	algorithm	NOUN
ajst-28596	43	7	considers	consider	VERB
ajst-28596	43	8	the	the	DET
ajst-28596	43	9	capacity	capacity	NOUN
ajst-28596	43	10	,	,	PUNCT
ajst-28596	43	11	charging	charge	VERB
ajst-28596	43	12	status	status	NOUN
ajst-28596	43	13	and	and	CCONJ
ajst-28596	43	14	operating	operate	VERB
ajst-28596	43	15	health	health	NOUN
ajst-28596	43	16	of	of	ADP
ajst-28596	43	17	each	each	DET
ajst-28596	43	18	flywheel	flywheel	NOUN
ajst-28596	43	19	,	,	PUNCT
ajst-28596	43	20	and	and	CCONJ
ajst-28596	43	21	the	the	DET
ajst-28596	43	22	dynamic	dynamic	ADJ
ajst-28596	43	23	redistribution	redistribution	NOUN
ajst-28596	43	24	of	of	ADP
ajst-28596	43	25	energy	energy	NOUN
ajst-28596	43	26	flow	flow	NOUN
ajst-28596	43	27	according	accord	VERB
ajst-28596	43	28	to	to	ADP
ajst-28596	43	29	the	the	DET
ajst-28596	43	30	real	real	ADJ
ajst-28596	43	31	-	-	PUNCT
ajst-28596	43	32	time	time	NOUN
ajst-28596	43	33	demand	demand	NOUN
ajst-28596	43	34	of	of	ADP
ajst-28596	43	35	the	the	DET
ajst-28596	43	36	power	power	NOUN
ajst-28596	43	37	grid	grid	NOUN
ajst-28596	43	38	,	,	PUNCT
ajst-28596	43	39	so	so	SCONJ
ajst-28596	43	40	as	as	SCONJ
ajst-28596	43	41	to	to	PART
ajst-28596	43	42	extend	extend	VERB
ajst-28596	43	43	the	the	DET
ajst-28596	43	44	life	life	NOUN
ajst-28596	43	45	cycle	cycle	NOUN
ajst-28596	43	46	of	of	ADP
ajst-28596	43	47	the	the	DET
ajst-28596	43	48	flywheel	flywheel	NOUN
ajst-28596	43	49	device	device	NOUN
ajst-28596	43	50	and	and	CCONJ
ajst-28596	43	51	improve	improve	VERB
ajst-28596	43	52	the	the	DET
ajst-28596	43	53	reliability	reliability	NOUN
ajst-28596	43	54	of	of	ADP
ajst-28596	43	55	the	the	DET
ajst-28596	43	56	overall	overall	ADJ
ajst-28596	43	57	system	system	NOUN
ajst-28596	43	58	.	.	PUNCT
ajst-28596	44	1	the	the	DET
ajst-28596	44	2	purpose	purpose	NOUN
ajst-28596	44	3	of	of	ADP
ajst-28596	44	4	fault	fault	NOUN
ajst-28596	44	5	management	management	NOUN
ajst-28596	44	6	is	be	AUX
ajst-28596	44	7	to	to	PART
ajst-28596	44	8	detect	detect	VERB
ajst-28596	44	9	,	,	PUNCT
ajst-28596	44	10	isolate	isolate	NOUN
ajst-28596	44	11	,	,	PUNCT
ajst-28596	44	12	and	and	CCONJ
ajst-28596	44	13	mitigate	mitigate	VERB
ajst-28596	44	14	faults	fault	NOUN
ajst-28596	44	15	to	to	PART
ajst-28596	44	16	ensure	ensure	VERB
ajst-28596	44	17	the	the	DET
ajst-28596	44	18	uninterrupted	uninterrupted	ADJ
ajst-28596	44	19	operation	operation	NOUN
ajst-28596	44	20	of	of	ADP
ajst-28596	44	21	the	the	DET
ajst-28596	44	22	system	system	NOUN
ajst-28596	44	23	.	.	PUNCT
ajst-28596	45	1	its	its	PRON
ajst-28596	45	2	implementation	implementation	NOUN
ajst-28596	45	3	is	be	AUX
ajst-28596	45	4	to	to	PART
ajst-28596	45	5	build	build	VERB
ajst-28596	45	6	diagnostic	diagnostic	ADJ
ajst-28596	45	7	tools	tool	NOUN
ajst-28596	45	8	within	within	ADP
ajst-28596	45	9	each	each	DET
ajst-28596	45	10	controller	controller	NOUN
ajst-28596	45	11	module	module	NOUN
ajst-28596	45	12	for	for	ADP
ajst-28596	45	13	early	early	ADJ
ajst-28596	45	14	detection	detection	NOUN
ajst-28596	45	15	of	of	ADP
ajst-28596	45	16	abnormal	abnormal	ADJ
ajst-28596	45	17	conditions	condition	NOUN
ajst-28596	45	18	,	,	PUNCT
ajst-28596	45	19	such	such	ADJ
ajst-28596	45	20	as	as	ADP
ajst-28596	45	21	excessive	excessive	ADJ
ajst-28596	45	22	vibration	vibration	NOUN
ajst-28596	45	23	,	,	PUNCT
ajst-28596	45	24	peak	peak	NOUN
ajst-28596	45	25	temperature	temperature	NOUN
ajst-28596	45	26	,	,	PUNCT
ajst-28596	45	27	or	or	CCONJ
ajst-28596	45	28	communication	communication	NOUN
ajst-28596	45	29	failure	failure	NOUN
ajst-28596	45	30	.	.	PUNCT
ajst-28596	46	1	its	its	PRON
ajst-28596	46	2	fault	fault	NOUN
ajst-28596	46	3	isolation	isolation	NOUN
ajst-28596	46	4	mechanism	mechanism	NOUN
ajst-28596	46	5	to	to	PART
ajst-28596	46	6	prevent	prevent	VERB
ajst-28596	46	7	propagation	propagation	NOUN
ajst-28596	46	8	of	of	ADP
ajst-28596	46	9	single	single	ADJ
ajst-28596	46	10	unit	unit	NOUN
ajst-28596	46	11	failure	failure	NOUN
ajst-28596	46	12	to	to	ADP
ajst-28596	46	13	the	the	DET
ajst-28596	46	14	rest	rest	NOUN
ajst-28596	46	15	of	of	ADP
ajst-28596	46	16	the	the	DET
ajst-28596	46	17	array	array	NOUN
ajst-28596	46	18	.	.	PUNCT
ajst-28596	47	1	it	it	PRON
ajst-28596	47	2	has	have	VERB
ajst-28596	47	3	the	the	DET
ajst-28596	47	4	benefits	benefit	NOUN
ajst-28596	47	5	of	of	ADP
ajst-28596	47	6	increased	increase	VERB
ajst-28596	47	7	uptime	uptime	NOUN
ajst-28596	47	8	of	of	ADP
ajst-28596	47	9	the	the	DET
ajst-28596	47	10	system	system	NOUN
ajst-28596	47	11	and	and	CCONJ
ajst-28596	47	12	lower	low	ADJ
ajst-28596	47	13	maintenance	maintenance	NOUN
ajst-28596	47	14	costs	cost	NOUN
ajst-28596	47	15	.	.	PUNCT
ajst-28596	48	1	the	the	DET
ajst-28596	48	2	goal	goal	NOUN
ajst-28596	48	3	of	of	ADP
ajst-28596	48	4	grid	grid	NOUN
ajst-28596	48	5	integration	integration	NOUN
ajst-28596	48	6	is	be	AUX
ajst-28596	48	7	to	to	PART
ajst-28596	48	8	seamlessly	seamlessly	ADV
ajst-28596	48	9	connect	connect	VERB
ajst-28596	48	10	flywheel	flywheel	NOUN
ajst-28596	48	11	arrays	array	NOUN
ajst-28596	48	12	to	to	ADP
ajst-28596	48	13	the	the	DET
ajst-28596	48	14	external	external	ADJ
ajst-28596	48	15	grid	grid	NOUN
ajst-28596	48	16	or	or	CCONJ
ajst-28596	48	17	microgrid	microgrid	NOUN
ajst-28596	48	18	,	,	PUNCT
ajst-28596	48	19	to	to	PART
ajst-28596	48	20	achieve	achieve	VERB
ajst-28596	48	21	effective	effective	ADJ
ajst-28596	48	22	energy	energy	NOUN
ajst-28596	48	23	exchange[6	exchange[6	ADP
ajst-28596	48	24	]	]	PUNCT
ajst-28596	48	25	.	.	PUNCT
ajst-28596	49	1	it	it	PRON
ajst-28596	49	2	is	be	AUX
ajst-28596	49	3	characterized	characterize	VERB
ajst-28596	49	4	by	by	ADP
ajst-28596	49	5	advanced	advanced	ADJ
ajst-28596	49	6	inverters	inverter	NOUN
ajst-28596	49	7	and	and	CCONJ
ajst-28596	49	8	power	power	NOUN
ajst-28596	49	9	electronics	electronic	NOUN
ajst-28596	49	10	that	that	PRON
ajst-28596	49	11	convert	convert	VERB
ajst-28596	49	12	the	the	DET
ajst-28596	49	13	stored	store	VERB
ajst-28596	49	14	kinetic	kinetic	ADJ
ajst-28596	49	15	energy	energy	NOUN
ajst-28596	49	16	into	into	ADP
ajst-28596	49	17	grid	grid	NOUN
ajst-28596	49	18	-	-	PUNCT
ajst-28596	49	19	compatible	compatible	ADJ
ajst-28596	49	20	power	power	NOUN
ajst-28596	49	21	.	.	PUNCT
ajst-28596	50	1	monitor	monitor	VERB
ajst-28596	50	2	and	and	CCONJ
ajst-28596	50	3	control	control	NOUN
ajst-28596	50	4	grid	grid	NOUN
ajst-28596	50	5	parameters	parameter	NOUN
ajst-28596	50	6	such	such	ADJ
ajst-28596	50	7	as	as	ADP
ajst-28596	50	8	frequency	frequency	NOUN
ajst-28596	50	9	,	,	PUNCT
ajst-28596	50	10	voltage	voltage	NOUN
ajst-28596	50	11	and	and	CCONJ
ajst-28596	50	12	phase	phase	NOUN
ajst-28596	50	13	.	.	PUNCT
ajst-28596	51	1	its	its	PRON
ajst-28596	51	2	significance	significance	NOUN
ajst-28596	51	3	is	be	AUX
ajst-28596	51	4	to	to	PART
ajst-28596	51	5	enable	enable	VERB
ajst-28596	51	6	the	the	DET
ajst-28596	51	7	flywheel	flywheel	NOUN
ajst-28596	51	8	array	array	NOUN
ajst-28596	51	9	to	to	PART
ajst-28596	51	10	support	support	VERB
ajst-28596	51	11	the	the	DET
ajst-28596	51	12	stability	stability	NOUN
ajst-28596	51	13	of	of	ADP
ajst-28596	51	14	the	the	DET
ajst-28596	51	15	power	power	NOUN
ajst-28596	51	16	grid	grid	NOUN
ajst-28596	51	17	through	through	ADP
ajst-28596	51	18	frequency	frequency	NOUN
ajst-28596	51	19	regulation	regulation	NOUN
ajst-28596	51	20	,	,	PUNCT
ajst-28596	51	21	voltage	voltage	NOUN
ajst-28596	51	22	stability	stability	NOUN
ajst-28596	51	23	and	and	CCONJ
ajst-28596	51	24	demand	demand	NOUN
ajst-28596	51	25	response	response	NOUN
ajst-28596	51	26	.	.	PUNCT
ajst-28596	52	1	the	the	DET
ajst-28596	52	2	goal	goal	NOUN
ajst-28596	52	3	of	of	ADP
ajst-28596	52	4	scalability	scalability	NOUN
ajst-28596	52	5	and	and	CCONJ
ajst-28596	52	6	modularity	modularity	NOUN
ajst-28596	52	7	is	be	AUX
ajst-28596	52	8	to	to	PART
ajst-28596	52	9	make	make	VERB
ajst-28596	52	10	the	the	DET
ajst-28596	52	11	system	system	NOUN
ajst-28596	52	12	easily	easily	ADV
ajst-28596	52	13	expanded	expand	VERB
ajst-28596	52	14	by	by	ADP
ajst-28596	52	15	adding	add	VERB
ajst-28596	52	16	more	more	ADJ
ajst-28596	52	17	flywheel	flywheel	NOUN
ajst-28596	52	18	cells	cell	NOUN
ajst-28596	52	19	as	as	SCONJ
ajst-28596	52	20	energy	energy	NOUN
ajst-28596	52	21	storage	storage	NOUN
ajst-28596	52	22	requirements	requirement	NOUN
ajst-28596	52	23	increase	increase	VERB
ajst-28596	52	24	.	.	PUNCT
ajst-28596	53	1	the	the	DET
ajst-28596	53	2	modular	modular	ADJ
ajst-28596	53	3	design	design	NOUN
ajst-28596	53	4	of	of	ADP
ajst-28596	53	5	major	major	ADJ
ajst-28596	53	6	hardware	hardware	NOUN
ajst-28596	53	7	and	and	CCONJ
ajst-28596	53	8	software	software	NOUN
ajst-28596	53	9	components	component	NOUN
ajst-28596	53	10	,	,	PUNCT
ajst-28596	53	11	with	with	ADP
ajst-28596	53	12	plug	plug	NOUN
ajst-28596	53	13	-	-	PUNCT
ajst-28596	53	14	and	and	CCONJ
ajst-28596	53	15	-	-	PUNCT
ajst-28596	53	16	play	play	NOUN
ajst-28596	53	17	functionality	functionality	NOUN
ajst-28596	53	18	,	,	PUNCT
ajst-28596	53	19	can	can	AUX
ajst-28596	53	20	integrate	integrate	VERB
ajst-28596	53	21	additional	additional	ADJ
ajst-28596	53	22	units	unit	NOUN
ajst-28596	53	23	without	without	ADP
ajst-28596	53	24	disrupting	disrupt	VERB
ajst-28596	53	25	existing	exist	VERB
ajst-28596	53	26	operations	operation	NOUN
ajst-28596	53	27	.	.	PUNCT
ajst-28596	54	1	the	the	DET
ajst-28596	54	2	adaptive	adaptive	ADJ
ajst-28596	54	3	energy	energy	NOUN
ajst-28596	54	4	management	management	NOUN
ajst-28596	54	5	module	module	NOUN
ajst-28596	54	6	aims	aim	VERB
ajst-28596	54	7	to	to	PART
ajst-28596	54	8	optimize	optimize	VERB
ajst-28596	54	9	the	the	DET
ajst-28596	54	10	energy	energy	NOUN
ajst-28596	54	11	flow	flow	NOUN
ajst-28596	54	12	within	within	ADP
ajst-28596	54	13	the	the	DET
ajst-28596	54	14	array	array	NOUN
ajst-28596	54	15	to	to	PART
ajst-28596	54	16	accommodate	accommodate	VERB
ajst-28596	54	17	different	different	ADJ
ajst-28596	54	18	conditions	condition	NOUN
ajst-28596	54	19	,	,	PUNCT
ajst-28596	54	20	such	such	ADJ
ajst-28596	54	21	as	as	ADP
ajst-28596	54	22	the	the	DET
ajst-28596	54	23	generation	generation	NOUN
ajst-28596	54	24	of	of	ADP
ajst-28596	54	25	renewable	renewable	ADJ
ajst-28596	54	26	energy	energy	NOUN
ajst-28596	54	27	or	or	CCONJ
ajst-28596	54	28	peak	peak	NOUN
ajst-28596	54	29	load	load	NOUN
ajst-28596	54	30	demand	demand	NOUN
ajst-28596	54	31	.	.	PUNCT
ajst-28596	55	1	it	it	PRON
ajst-28596	55	2	uses	use	VERB
ajst-28596	55	3	machine	machine	NOUN
ajst-28596	55	4	learning	learning	NOUN
ajst-28596	55	5	-	-	PUNCT
ajst-28596	55	6	based	base	VERB
ajst-28596	55	7	systems	system	NOUN
ajst-28596	55	8	using	use	VERB
ajst-28596	55	9	historical	historical	ADJ
ajst-28596	55	10	data	datum	NOUN
ajst-28596	55	11	and	and	CCONJ
ajst-28596	55	12	real	real	ADJ
ajst-28596	55	13	-	-	PUNCT
ajst-28596	55	14	time	time	NOUN
ajst-28596	55	15	input	input	NOUN
ajst-28596	55	16	to	to	PART
ajst-28596	55	17	continuously	continuously	ADV
ajst-28596	55	18	improve	improve	VERB
ajst-28596	55	19	energy	energy	NOUN
ajst-28596	55	20	management	management	NOUN
ajst-28596	55	21	strategies	strategy	NOUN
ajst-28596	55	22	.	.	PUNCT
ajst-28596	56	1	comparison	comparison	NOUN
ajst-28596	56	2	of	of	ADP
ajst-28596	56	3	centralized	centralized	ADJ
ajst-28596	56	4	architecture	architecture	NOUN
ajst-28596	56	5	and	and	CCONJ
ajst-28596	56	6	distributed	distribute	VERB
ajst-28596	56	7	architectures	architecture	NOUN
ajst-28596	56	8	features	feature	NOUN
ajst-28596	56	9	are	be	AUX
ajst-28596	56	10	shown	show	VERB
ajst-28596	56	11	in	in	ADP
ajst-28596	56	12	table	table	NOUN
ajst-28596	56	13	1	1	NUM
ajst-28596	56	14	table	table	NOUN
ajst-28596	56	15	1	1	NUM
ajst-28596	56	16	.	.	PUNCT
ajst-28596	56	17	comparison	comparison	NOUN
ajst-28596	56	18	of	of	ADP
ajst-28596	56	19	centralized	centralized	ADJ
ajst-28596	56	20	and	and	CCONJ
ajst-28596	56	21	distributed	distribute	VERB
ajst-28596	56	22	architectures	architecture	NOUN
ajst-28596	56	23	feature	feature	VERB
ajst-28596	56	24	centralized	centralize	VERB
ajst-28596	56	25	control	control	NOUN
ajst-28596	56	26	distributed	distribute	VERB
ajst-28596	56	27	control	control	NOUN
ajst-28596	56	28	fault	fault	VERB
ajst-28596	56	29	tolerance	tolerance	NOUN
ajst-28596	56	30	low	low	ADJ
ajst-28596	56	31	tall	tall	ADJ
ajst-28596	56	32	extendibility	extendibility	NOUN
ajst-28596	56	33	moderate	moderate	ADJ
ajst-28596	56	34	tall	tall	ADJ
ajst-28596	56	35	communication	communication	NOUN
ajst-28596	56	36	delay	delay	VERB
ajst-28596	56	37	tall	tall	ADJ
ajst-28596	56	38	low	low	ADJ
ajst-28596	56	39	complexity	complexity	NOUN
ajst-28596	56	40	moderate	moderate	ADJ
ajst-28596	56	41	tall	tall	ADJ
ajst-28596	56	42	3	3	X
ajst-28596	56	43	.	.	PUNCT
ajst-28596	56	44	control	control	NOUN
ajst-28596	56	45	strategy	strategy	NOUN
ajst-28596	56	46	the	the	DET
ajst-28596	56	47	performance	performance	NOUN
ajst-28596	56	48	and	and	CCONJ
ajst-28596	56	49	efficiency	efficiency	NOUN
ajst-28596	56	50	of	of	ADP
ajst-28596	56	51	the	the	DET
ajst-28596	56	52	flywheel	flywheel	NOUN
ajst-28596	56	53	energy	energy	NOUN
ajst-28596	56	54	storage	storage	NOUN
ajst-28596	56	55	system	system	NOUN
ajst-28596	56	56	(	(	PUNCT
ajst-28596	56	57	fess	fess	NOUN
ajst-28596	56	58	)	)	PUNCT
ajst-28596	56	59	are	be	AUX
ajst-28596	56	60	largely	largely	ADV
ajst-28596	56	61	dependent	dependent	ADJ
ajst-28596	56	62	on	on	ADP
ajst-28596	56	63	the	the	DET
ajst-28596	56	64	implementation	implementation	NOUN
ajst-28596	56	65	of	of	ADP
ajst-28596	56	66	a	a	DET
ajst-28596	56	67	robust	robust	ADJ
ajst-28596	56	68	control	control	NOUN
ajst-28596	56	69	strategy	strategy	NOUN
ajst-28596	56	70	.	.	PUNCT
ajst-28596	57	1	these	these	DET
ajst-28596	57	2	strategies	strategy	NOUN
ajst-28596	57	3	ensure	ensure	VERB
ajst-28596	57	4	the	the	DET
ajst-28596	57	5	precise	precise	ADJ
ajst-28596	57	6	regulation	regulation	NOUN
ajst-28596	57	7	of	of	ADP
ajst-28596	57	8	energy	energy	NOUN
ajst-28596	57	9	storage	storage	NOUN
ajst-28596	57	10	and	and	CCONJ
ajst-28596	57	11	emissions	emission	NOUN
ajst-28596	57	12	,	,	PUNCT
ajst-28596	57	13	keep	keep	VERB
ajst-28596	57	14	them	they	PRON
ajst-28596	57	15	stable	stable	ADJ
ajst-28596	57	16	,	,	PUNCT
ajst-28596	57	17	and	and	CCONJ
ajst-28596	57	18	meet	meet	VERB
ajst-28596	57	19	the	the	DET
ajst-28596	57	20	dynamic	dynamic	ADJ
ajst-28596	57	21	grid	grid	NOUN
ajst-28596	57	22	needs	need	NOUN
ajst-28596	57	23	.	.	PUNCT
ajst-28596	58	1	various	various	ADJ
ajst-28596	58	2	control	control	NOUN
ajst-28596	58	3	methods	method	NOUN
ajst-28596	58	4	were	be	AUX
ajst-28596	58	5	employed	employ	VERB
ajst-28596	58	6	,	,	PUNCT
ajst-28596	58	7	each	each	PRON
ajst-28596	58	8	providing	provide	VERB
ajst-28596	58	9	different	different	ADJ
ajst-28596	58	10	advantages	advantage	NOUN
ajst-28596	58	11	and	and	CCONJ
ajst-28596	58	12	addressing	address	VERB
ajst-28596	58	13	specific	specific	ADJ
ajst-28596	58	14	operational	operational	ADJ
ajst-28596	58	15	challenges[7	challenges[7	NOUN
ajst-28596	58	16	]	]	X
ajst-28596	58	17	.	.	PUNCT
ajst-28596	59	1	3.1	3.1	NUM
ajst-28596	59	2	.	.	PUNCT
ajst-28596	59	3	scale	scale	NOUN
ajst-28596	59	4	-	-	PUNCT
ajst-28596	59	5	integral	integral	ADJ
ajst-28596	59	6	derivative	derivative	ADJ
ajst-28596	59	7	(	(	PUNCT
ajst-28596	59	8	pid	pid	NOUN
ajst-28596	59	9	)	)	PUNCT
ajst-28596	59	10	control	control	NOUN
ajst-28596	59	11	proportion	proportion	NOUN
ajst-28596	59	12	-	-	PUNCT
ajst-28596	59	13	integral	integral	ADJ
ajst-28596	59	14	-	-	PUNCT
ajst-28596	59	15	derivative	derivative	ADJ
ajst-28596	59	16	(	(	PUNCT
ajst-28596	59	17	pid	pid	NOUN
ajst-28596	59	18	)	)	PUNCT
ajst-28596	59	19	control	control	NOUN
ajst-28596	59	20	is	be	AUX
ajst-28596	59	21	one	one	NUM
ajst-28596	59	22	of	of	ADP
ajst-28596	59	23	the	the	DET
ajst-28596	59	24	most	most	ADV
ajst-28596	59	25	mature	mature	ADJ
ajst-28596	59	26	and	and	CCONJ
ajst-28596	59	27	widely	widely	ADV
ajst-28596	59	28	used	use	VERB
ajst-28596	59	29	technologies	technology	NOUN
ajst-28596	59	30	in	in	ADP
ajst-28596	59	31	fess	fess	NOUN
ajst-28596	59	32	management	management	NOUN
ajst-28596	59	33	.	.	PUNCT
ajst-28596	60	1	its	its	PRON
ajst-28596	60	2	simplicity	simplicity	NOUN
ajst-28596	60	3	and	and	CCONJ
ajst-28596	60	4	effectiveness	effectiveness	NOUN
ajst-28596	60	5	make	make	VERB
ajst-28596	60	6	it	it	PRON
ajst-28596	60	7	a	a	DET
ajst-28596	60	8	common	common	ADJ
ajst-28596	60	9	choice	choice	NOUN
ajst-28596	60	10	for	for	ADP
ajst-28596	60	11	regulating	regulate	VERB
ajst-28596	60	12	the	the	DET
ajst-28596	60	13	rotational	rotational	ADJ
ajst-28596	60	14	speed	speed	NOUN
ajst-28596	60	15	and	and	CCONJ
ajst-28596	60	16	power	power	NOUN
ajst-28596	60	17	output	output	NOUN
ajst-28596	60	18	.	.	PUNCT
ajst-28596	61	1	the	the	DET
ajst-28596	61	2	control	control	NOUN
ajst-28596	61	3	mechanism	mechanism	NOUN
ajst-28596	61	4	operates	operate	VERB
ajst-28596	61	5	by	by	ADP
ajst-28596	61	6	continuously	continuously	ADV
ajst-28596	61	7	adjusting	adjust	VERB
ajst-28596	61	8	the	the	DET
ajst-28596	61	9	system	system	NOUN
ajst-28596	61	10	input	input	NOUN
ajst-28596	61	11	according	accord	VERB
ajst-28596	61	12	to	to	ADP
ajst-28596	61	13	the	the	DET
ajst-28596	61	14	difference	difference	NOUN
ajst-28596	61	15	between	between	ADP
ajst-28596	61	16	the	the	DET
ajst-28596	61	17	desired	desire	VERB
ajst-28596	61	18	and	and	CCONJ
ajst-28596	61	19	the	the	DET
ajst-28596	61	20	actual	actual	ADJ
ajst-28596	61	21	system	system	NOUN
ajst-28596	61	22	states	state	NOUN
ajst-28596	61	23	.	.	PUNCT
ajst-28596	62	1	the	the	DET
ajst-28596	62	2	main	main	ADJ
ajst-28596	62	3	advantages	advantage	NOUN
ajst-28596	62	4	of	of	ADP
ajst-28596	62	5	pid	pid	NOUN
ajst-28596	62	6	control	control	NOUN
ajst-28596	62	7	include	include	VERB
ajst-28596	62	8	its	its	PRON
ajst-28596	62	9	direct	direct	ADJ
ajst-28596	62	10	implementation	implementation	NOUN
ajst-28596	62	11	and	and	CCONJ
ajst-28596	62	12	the	the	DET
ajst-28596	62	13	ability	ability	NOUN
ajst-28596	62	14	to	to	PART
ajst-28596	62	15	achieve	achieve	VERB
ajst-28596	62	16	effective	effective	ADJ
ajst-28596	62	17	stability	stability	NOUN
ajst-28596	62	18	under	under	ADP
ajst-28596	62	19	steady	steady	ADJ
ajst-28596	62	20	-	-	PUNCT
ajst-28596	62	21	state	state	NOUN
ajst-28596	62	22	or	or	CCONJ
ajst-28596	62	23	normal	normal	ADJ
ajst-28596	62	24	operating	operating	NOUN
ajst-28596	62	25	conditions	condition	NOUN
ajst-28596	62	26	.	.	PUNCT
ajst-28596	63	1	pid	pid	NOUN
ajst-28596	63	2	controllers	controller	NOUN
ajst-28596	63	3	perform	perform	VERB
ajst-28596	63	4	well	well	ADV
ajst-28596	63	5	in	in	ADP
ajst-28596	63	6	applications	application	NOUN
ajst-28596	63	7	where	where	SCONJ
ajst-28596	63	8	system	system	NOUN
ajst-28596	63	9	dynamics	dynamic	NOUN
ajst-28596	63	10	are	be	AUX
ajst-28596	63	11	relatively	relatively	ADV
ajst-28596	63	12	predictable	predictable	ADJ
ajst-28596	63	13	,	,	PUNCT
ajst-28596	63	14	providing	provide	VERB
ajst-28596	63	15	consistent	consistent	ADJ
ajst-28596	63	16	performance	performance	NOUN
ajst-28596	63	17	with	with	ADP
ajst-28596	63	18	minimal	minimal	ADJ
ajst-28596	63	19	computational	computational	ADJ
ajst-28596	63	20	overhead	overhead	NOUN
ajst-28596	63	21	.	.	PUNCT
ajst-28596	64	1	however	however	ADV
ajst-28596	64	2	,	,	PUNCT
ajst-28596	64	3	in	in	ADP
ajst-28596	64	4	scenarios	scenario	NOUN
ajst-28596	64	5	with	with	ADP
ajst-28596	64	6	high	high	ADJ
ajst-28596	64	7	dynamic	dynamic	ADJ
ajst-28596	64	8	variability	variability	NOUN
ajst-28596	64	9	,	,	PUNCT
ajst-28596	64	10	limitations	limitation	NOUN
ajst-28596	64	11	become	become	VERB
ajst-28596	64	12	apparent	apparent	ADJ
ajst-28596	64	13	,	,	PUNCT
ajst-28596	64	14	such	such	ADJ
ajst-28596	64	15	as	as	ADP
ajst-28596	64	16	fluctuations	fluctuation	NOUN
ajst-28596	64	17	in	in	ADP
ajst-28596	64	18	grid	grid	NOUN
ajst-28596	64	19	demand	demand	NOUN
ajst-28596	64	20	or	or	CCONJ
ajst-28596	64	21	rapid	rapid	ADJ
ajst-28596	64	22	load	load	NOUN
ajst-28596	64	23	changes	change	NOUN
ajst-28596	64	24	.	.	PUNCT
ajst-28596	65	1	in	in	ADP
ajst-28596	65	2	this	this	DET
ajst-28596	65	3	case	case	NOUN
ajst-28596	65	4	,	,	PUNCT
ajst-28596	65	5	the	the	DET
ajst-28596	65	6	reactivity	reactivity	NOUN
ajst-28596	65	7	of	of	ADP
ajst-28596	65	8	pid	pid	NOUN
ajst-28596	65	9	control	control	NOUN
ajst-28596	65	10	may	may	AUX
ajst-28596	65	11	lead	lead	VERB
ajst-28596	65	12	to	to	ADP
ajst-28596	65	13	response	response	NOUN
ajst-28596	65	14	time	time	NOUN
ajst-28596	65	15	delays	delay	NOUN
ajst-28596	65	16	or	or	CCONJ
ajst-28596	65	17	the	the	DET
ajst-28596	65	18	emergence	emergence	NOUN
ajst-28596	65	19	of	of	ADP
ajst-28596	65	20	suboptimal	suboptimal	ADJ
ajst-28596	65	21	performance	performance	NOUN
ajst-28596	65	22	,	,	PUNCT
ajst-28596	65	23	thus	thus	ADV
ajst-28596	65	24	requiring	require	VERB
ajst-28596	65	25	the	the	DET
ajst-28596	65	26	integration	integration	NOUN
ajst-28596	65	27	of	of	ADP
ajst-28596	65	28	more	more	ADV
ajst-28596	65	29	advanced	advanced	ADJ
ajst-28596	65	30	strategies	strategy	NOUN
ajst-28596	65	31	to	to	PART
ajst-28596	65	32	complement	complement	VERB
ajst-28596	65	33	its	its	PRON
ajst-28596	65	34	capabilities	capability	NOUN
ajst-28596	65	35	.	.	PUNCT
ajst-28596	66	1	3.2	3.2	NUM
ajst-28596	66	2	.	.	PUNCT
ajst-28596	66	3	model	model	PROPN
ajst-28596	66	4	predictive	predictive	PROPN
ajst-28596	66	5	control	control	PROPN
ajst-28596	66	6	(	(	PUNCT
ajst-28596	66	7	mpc	mpc	NOUN
ajst-28596	66	8	)	)	PUNCT
ajst-28596	66	9	model	model	NOUN
ajst-28596	66	10	predictive	predictive	PROPN
ajst-28596	66	11	control	control	PROPN
ajst-28596	66	12	(	(	PUNCT
ajst-28596	66	13	mpc	mpc	NOUN
ajst-28596	66	14	)	)	PUNCT
ajst-28596	66	15	provides	provide	VERB
ajst-28596	66	16	a	a	DET
ajst-28596	66	17	prospective	prospective	ADJ
ajst-28596	66	18	approach	approach	NOUN
ajst-28596	66	19	to	to	ADP
ajst-28596	66	20	optimizing	optimize	VERB
ajst-28596	66	21	system	system	NOUN
ajst-28596	66	22	performance	performance	NOUN
ajst-28596	66	23	over	over	ADP
ajst-28596	66	24	a	a	DET
ajst-28596	66	25	defined	define	VERB
ajst-28596	66	26	time	time	NOUN
ajst-28596	66	27	frame	frame	NOUN
ajst-28596	66	28	.	.	PUNCT
ajst-28596	67	1	unlike	unlike	ADP
ajst-28596	67	2	the	the	DET
ajst-28596	67	3	reactive	reactive	ADJ
ajst-28596	67	4	approach	approach	NOUN
ajst-28596	67	5	,	,	PUNCT
ajst-28596	67	6	mpc	mpc	PROPN
ajst-28596	67	7	uses	use	VERB
ajst-28596	67	8	a	a	DET
ajst-28596	67	9	predictive	predictive	ADJ
ajst-28596	67	10	algorithm	algorithm	NOUN
ajst-28596	67	11	to	to	PART
ajst-28596	67	12	predict	predict	VERB
ajst-28596	67	13	the	the	DET
ajst-28596	67	14	behavior	behavior	NOUN
ajst-28596	67	15	of	of	ADP
ajst-28596	67	16	the	the	DET
ajst-28596	67	17	system	system	NOUN
ajst-28596	67	18	and	and	CCONJ
ajst-28596	67	19	to	to	PART
ajst-28596	67	20	determine	determine	VERB
ajst-28596	67	21	the	the	DET
ajst-28596	67	22	optimal	optimal	ADJ
ajst-28596	67	23	control	control	NOUN
ajst-28596	67	24	action	action	NOUN
ajst-28596	67	25	based	base	VERB
ajst-28596	67	26	on	on	ADP
ajst-28596	67	27	these	these	DET
ajst-28596	67	28	predictions	prediction	NOUN
ajst-28596	67	29	.	.	PUNCT
ajst-28596	68	1	the	the	DET
ajst-28596	68	2	advantage	advantage	NOUN
ajst-28596	68	3	of	of	ADP
ajst-28596	68	4	mpc	mpc	PROPN
ajst-28596	68	5	is	be	AUX
ajst-28596	68	6	particularly	particularly	ADV
ajst-28596	68	7	evident	evident	ADJ
ajst-28596	68	8	in	in	ADP
ajst-28596	68	9	the	the	DET
ajst-28596	68	10	dynamic	dynamic	ADJ
ajst-28596	68	11	environment	environment	NOUN
ajst-28596	68	12	.	.	PUNCT
ajst-28596	69	1	by	by	ADP
ajst-28596	69	2	constantly	constantly	ADV
ajst-28596	69	3	recalculating	recalculate	VERB
ajst-28596	69	4	the	the	DET
ajst-28596	69	5	optimal	optimal	ADJ
ajst-28596	69	6	control	control	NOUN
ajst-28596	69	7	trajectory	trajectory	NOUN
ajst-28596	69	8	,	,	PUNCT
ajst-28596	69	9	the	the	DET
ajst-28596	69	10	mpc	mpc	NOUN
ajst-28596	69	11	effectively	effectively	ADV
ajst-28596	69	12	adapts	adapt	VERB
ajst-28596	69	13	to	to	ADP
ajst-28596	69	14	different	different	ADJ
ajst-28596	69	15	loads	load	NOUN
ajst-28596	69	16	,	,	PUNCT
ajst-28596	69	17	ensuring	ensure	VERB
ajst-28596	69	18	efficient	efficient	ADJ
ajst-28596	69	19	energy	energy	NOUN
ajst-28596	69	20	management	management	NOUN
ajst-28596	69	21	under	under	ADP
ajst-28596	69	22	unpredictable	unpredictable	ADJ
ajst-28596	69	23	conditions	condition	NOUN
ajst-28596	69	24	.	.	PUNCT
ajst-28596	70	1	it	it	PRON
ajst-28596	70	2	minimizes	minimize	VERB
ajst-28596	70	3	energy	energy	NOUN
ajst-28596	70	4	losses	loss	NOUN
ajst-28596	70	5	and	and	CCONJ
ajst-28596	70	6	improves	improve	VERB
ajst-28596	70	7	overall	overall	ADJ
ajst-28596	70	8	system	system	NOUN
ajst-28596	70	9	efficiency	efficiency	NOUN
ajst-28596	70	10	by	by	ADP
ajst-28596	70	11	making	make	VERB
ajst-28596	70	12	informed	informed	ADJ
ajst-28596	70	13	decisions	decision	NOUN
ajst-28596	70	14	that	that	PRON
ajst-28596	70	15	consider	consider	VERB
ajst-28596	70	16	immediate	immediate	ADJ
ajst-28596	70	17	and	and	CCONJ
ajst-28596	70	18	long	long	ADJ
ajst-28596	70	19	-	-	PUNCT
ajst-28596	70	20	term	term	NOUN
ajst-28596	70	21	outcomes	outcome	NOUN
ajst-28596	70	22	.	.	PUNCT
ajst-28596	71	1	moreover	moreover	ADV
ajst-28596	71	2	,	,	PUNCT
ajst-28596	71	3	the	the	DET
ajst-28596	71	4	flexibility	flexibility	NOUN
ajst-28596	71	5	of	of	ADP
ajst-28596	71	6	the	the	DET
ajst-28596	71	7	mpc	mpc	NOUN
ajst-28596	71	8	allows	allow	VERB
ajst-28596	71	9	it	it	PRON
ajst-28596	71	10	to	to	PART
ajst-28596	71	11	integrate	integrate	VERB
ajst-28596	71	12	constraints	constraint	NOUN
ajst-28596	71	13	such	such	ADJ
ajst-28596	71	14	as	as	ADP
ajst-28596	71	15	operational	operational	ADJ
ajst-28596	71	16	limitations	limitation	NOUN
ajst-28596	71	17	,	,	PUNCT
ajst-28596	71	18	security	security	NOUN
ajst-28596	71	19	requirements	requirement	NOUN
ajst-28596	71	20	,	,	PUNCT
ajst-28596	71	21	and	and	CCONJ
ajst-28596	71	22	grid	grid	NOUN
ajst-28596	71	23	compliance	compliance	NOUN
ajst-28596	71	24	standards	standard	NOUN
ajst-28596	71	25	,	,	PUNCT
ajst-28596	71	26	making	make	VERB
ajst-28596	71	27	it	it	PRON
ajst-28596	71	28	a	a	DET
ajst-28596	71	29	universal	universal	ADJ
ajst-28596	71	30	solution	solution	NOUN
ajst-28596	71	31	for	for	ADP
ajst-28596	71	32	complex	complex	ADJ
ajst-28596	71	33	energy	energy	NOUN
ajst-28596	71	34	systems	system	NOUN
ajst-28596	71	35	.	.	PUNCT
ajst-28596	72	1	despite	despite	SCONJ
ajst-28596	72	2	its	its	PRON
ajst-28596	72	3	benefits	benefit	NOUN
ajst-28596	72	4	,	,	PUNCT
ajst-28596	72	5	mpc	mpc	PROPN
ajst-28596	72	6	often	often	ADV
ajst-28596	72	7	requires	require	VERB
ajst-28596	72	8	larger	large	ADJ
ajst-28596	72	9	computational	computational	ADJ
ajst-28596	72	10	resources	resource	NOUN
ajst-28596	72	11	and	and	CCONJ
ajst-28596	72	12	complex	complex	ADJ
ajst-28596	72	13	modeling	modeling	NOUN
ajst-28596	72	14	,	,	PUNCT
ajst-28596	72	15	which	which	PRON
ajst-28596	72	16	can	can	AUX
ajst-28596	72	17	pose	pose	VERB
ajst-28596	72	18	challenges	challenge	NOUN
ajst-28596	72	19	for	for	ADP
ajst-28596	72	20	realtime	realtime	ADJ
ajst-28596	72	21	applications	application	NOUN
ajst-28596	72	22	in	in	ADP
ajst-28596	72	23	large	large	ADJ
ajst-28596	72	24	-	-	PUNCT
ajst-28596	72	25	scale	scale	NOUN
ajst-28596	72	26	systems[8	systems[8	PROPN
ajst-28596	72	27	]	]	X
ajst-28596	72	28	.	.	PUNCT
ajst-28596	73	1	3.3	3.3	NUM
ajst-28596	73	2	.	.	PUNCT
ajst-28596	74	1	fuzzy	fuzzy	ADJ
ajst-28596	74	2	logic	logic	NOUN
ajst-28596	74	3	control	control	VERB
ajst-28596	74	4	fuzzy	fuzzy	ADJ
ajst-28596	74	5	logic	logic	NOUN
ajst-28596	74	6	control	control	NOUN
ajst-28596	74	7	introduces	introduce	VERB
ajst-28596	74	8	a	a	DET
ajst-28596	74	9	qualitative	qualitative	NOUN
ajst-28596	74	10	,	,	PUNCT
ajst-28596	74	11	human	human	ADJ
ajst-28596	74	12	-	-	PUNCT
ajst-28596	74	13	like	like	ADJ
ajst-28596	74	14	inference	inference	NOUN
ajst-28596	74	15	approach	approach	NOUN
ajst-28596	74	16	to	to	PART
ajst-28596	74	17	manage	manage	VERB
ajst-28596	74	18	the	the	DET
ajst-28596	74	19	uncertainty	uncertainty	NOUN
ajst-28596	74	20	and	and	CCONJ
ajst-28596	74	21	nonlinearities	nonlinearitie	NOUN
ajst-28596	74	22	inherent	inherent	ADJ
ajst-28596	74	23	in	in	ADP
ajst-28596	74	24	flywheel	flywheel	NOUN
ajst-28596	74	25	energy	energy	NOUN
ajst-28596	74	26	storage	storage	NOUN
ajst-28596	74	27	systems	system	NOUN
ajst-28596	74	28	.	.	PUNCT
ajst-28596	75	1	this	this	DET
ajst-28596	75	2	control	control	NOUN
ajst-28596	75	3	approach	approach	NOUN
ajst-28596	75	4	is	be	AUX
ajst-28596	75	5	particularly	particularly	ADV
ajst-28596	75	6	effective	effective	ADJ
ajst-28596	75	7	in	in	ADP
ajst-28596	75	8	cases	case	NOUN
ajst-28596	75	9	where	where	SCONJ
ajst-28596	75	10	traditional	traditional	ADJ
ajst-28596	75	11	models	model	NOUN
ajst-28596	75	12	struggle	struggle	VERB
ajst-28596	75	13	to	to	PART
ajst-28596	75	14	capture	capture	VERB
ajst-28596	75	15	system	system	NOUN
ajst-28596	75	16	complexity	complexity	NOUN
ajst-28596	75	17	or	or	CCONJ
ajst-28596	75	18	precise	precise	ADJ
ajst-28596	75	19	mathematical	mathematical	ADJ
ajst-28596	75	20	formulas	formula	NOUN
ajst-28596	75	21	are	be	AUX
ajst-28596	75	22	impractical	impractical	ADJ
ajst-28596	75	23	.	.	PUNCT
ajst-28596	76	1	fuzzy	fuzzy	ADJ
ajst-28596	76	2	controllers	controller	NOUN
ajst-28596	76	3	are	be	AUX
ajst-28596	76	4	superior	superior	ADJ
ajst-28596	76	5	to	to	ADP
ajst-28596	76	6	dynamic	dynamic	ADJ
ajst-28596	76	7	environments	environment	NOUN
ajst-28596	76	8	characterized	characterize	VERB
ajst-28596	76	9	by	by	ADP
ajst-28596	76	10	fluctuating	fluctuate	VERB
ajst-28596	76	11	grid	grid	NOUN
ajst-28596	76	12	demand	demand	NOUN
ajst-28596	76	13	or	or	CCONJ
ajst-28596	76	14	variable	variable	ADJ
ajst-28596	76	15	88	88	NUM
ajst-28596	76	16	renewable	renewable	ADJ
ajst-28596	76	17	energy	energy	NOUN
ajst-28596	76	18	inputs	input	NOUN
ajst-28596	76	19	.	.	PUNCT
ajst-28596	77	1	they	they	PRON
ajst-28596	77	2	use	use	VERB
ajst-28596	77	3	a	a	DET
ajst-28596	77	4	set	set	NOUN
ajst-28596	77	5	of	of	ADP
ajst-28596	77	6	language	language	NOUN
ajst-28596	77	7	rules	rule	NOUN
ajst-28596	77	8	to	to	PART
ajst-28596	77	9	determine	determine	VERB
ajst-28596	77	10	control	control	NOUN
ajst-28596	77	11	actions	action	NOUN
ajst-28596	77	12	that	that	PRON
ajst-28596	77	13	enable	enable	VERB
ajst-28596	77	14	them	they	PRON
ajst-28596	77	15	to	to	PART
ajst-28596	77	16	seamlessly	seamlessly	ADV
ajst-28596	77	17	adapt	adapt	VERB
ajst-28596	77	18	to	to	ADP
ajst-28596	77	19	changing	change	VERB
ajst-28596	77	20	conditions	condition	NOUN
ajst-28596	77	21	without	without	ADP
ajst-28596	77	22	the	the	DET
ajst-28596	77	23	need	need	NOUN
ajst-28596	77	24	for	for	ADP
ajst-28596	77	25	precise	precise	ADJ
ajst-28596	77	26	system	system	NOUN
ajst-28596	77	27	models	model	NOUN
ajst-28596	77	28	.	.	PUNCT
ajst-28596	78	1	in	in	ADP
ajst-28596	78	2	hybrid	hybrid	ADJ
ajst-28596	78	3	systems	system	NOUN
ajst-28596	78	4	that	that	PRON
ajst-28596	78	5	combine	combine	VERB
ajst-28596	78	6	the	the	DET
ajst-28596	78	7	flywheel	flywheel	NOUN
ajst-28596	78	8	with	with	ADP
ajst-28596	78	9	other	other	ADJ
ajst-28596	78	10	storage	storage	NOUN
ajst-28596	78	11	technologies	technology	NOUN
ajst-28596	78	12	,	,	PUNCT
ajst-28596	78	13	fuzzy	fuzzy	ADJ
ajst-28596	78	14	logic	logic	NOUN
ajst-28596	78	15	is	be	AUX
ajst-28596	78	16	highly	highly	ADV
ajst-28596	78	17	advantageous	advantageous	ADJ
ajst-28596	78	18	because	because	SCONJ
ajst-28596	78	19	it	it	PRON
ajst-28596	78	20	adapts	adapt	VERB
ajst-28596	78	21	to	to	ADP
ajst-28596	78	22	the	the	DET
ajst-28596	78	23	different	different	ADJ
ajst-28596	78	24	operational	operational	ADJ
ajst-28596	78	25	characteristics	characteristic	NOUN
ajst-28596	78	26	of	of	ADP
ajst-28596	78	27	each	each	DET
ajst-28596	78	28	component	component	NOUN
ajst-28596	78	29	.	.	PUNCT
ajst-28596	79	1	for	for	ADP
ajst-28596	79	2	example	example	NOUN
ajst-28596	79	3	,	,	PUNCT
ajst-28596	79	4	it	it	PRON
ajst-28596	79	5	could	could	AUX
ajst-28596	79	6	prioritize	prioritize	VERB
ajst-28596	79	7	a	a	DET
ajst-28596	79	8	fastresponse	fastresponse	NOUN
ajst-28596	79	9	flywheel	flywheel	NOUN
ajst-28596	79	10	system	system	NOUN
ajst-28596	79	11	for	for	ADP
ajst-28596	79	12	frequency	frequency	NOUN
ajst-28596	79	13	regulation	regulation	NOUN
ajst-28596	79	14	,	,	PUNCT
ajst-28596	79	15	while	while	SCONJ
ajst-28596	79	16	retaining	retain	VERB
ajst-28596	79	17	slower	slow	ADJ
ajst-28596	79	18	,	,	PUNCT
ajst-28596	79	19	high	high	ADJ
ajst-28596	79	20	-	-	PUNCT
ajst-28596	79	21	capacity	capacity	NOUN
ajst-28596	79	22	batteries	battery	NOUN
ajst-28596	79	23	for	for	ADP
ajst-28596	79	24	energy	energy	NOUN
ajst-28596	79	25	-	-	PUNCT
ajst-28596	79	26	intensive	intensive	ADJ
ajst-28596	79	27	tasks	task	NOUN
ajst-28596	79	28	.	.	PUNCT
ajst-28596	80	1	although	although	SCONJ
ajst-28596	80	2	fuzzy	fuzzy	ADJ
ajst-28596	80	3	logic	logic	NOUN
ajst-28596	80	4	control	control	NOUN
ajst-28596	80	5	is	be	AUX
ajst-28596	80	6	robust	robust	ADJ
ajst-28596	80	7	and	and	CCONJ
ajst-28596	80	8	flexible	flexible	ADJ
ajst-28596	80	9	,	,	PUNCT
ajst-28596	80	10	its	its	PRON
ajst-28596	80	11	design	design	NOUN
ajst-28596	80	12	process	process	NOUN
ajst-28596	80	13	—	—	PUNCT
ajst-28596	80	14	—	—	PUNCT
ajst-28596	80	15	especially	especially	ADV
ajst-28596	80	16	the	the	DET
ajst-28596	80	17	development	development	NOUN
ajst-28596	80	18	of	of	ADP
ajst-28596	80	19	rule	rule	NOUN
ajst-28596	80	20	sets	set	NOUN
ajst-28596	80	21	and	and	CCONJ
ajst-28596	80	22	member	member	NOUN
ajst-28596	80	23	functions	function	NOUN
ajst-28596	80	24	—	—	PUNCT
ajst-28596	80	25	—	—	PUNCT
ajst-28596	80	26	requires	require	VERB
ajst-28596	80	27	expert	expert	ADJ
ajst-28596	80	28	knowledge	knowledge	NOUN
ajst-28596	80	29	and	and	CCONJ
ajst-28596	80	30	careful	careful	ADJ
ajst-28596	80	31	adjustment	adjustment	NOUN
ajst-28596	80	32	to	to	PART
ajst-28596	80	33	ensure	ensure	VERB
ajst-28596	80	34	optimal	optimal	ADJ
ajst-28596	80	35	performance[9	performance[9	NOUN
ajst-28596	80	36	]	]	PUNCT
ajst-28596	80	37	.	.	PUNCT
ajst-28596	81	1	3.4	3.4	NUM
ajst-28596	81	2	.	.	PUNCT
ajst-28596	81	3	mixed	mixed	ADJ
ajst-28596	81	4	control	control	NOUN
ajst-28596	81	5	method	method	NOUN
ajst-28596	81	6	in	in	ADP
ajst-28596	81	7	increasingly	increasingly	ADV
ajst-28596	81	8	complex	complex	ADJ
ajst-28596	81	9	energy	energy	NOUN
ajst-28596	81	10	storage	storage	NOUN
ajst-28596	81	11	systems	system	NOUN
ajst-28596	81	12	,	,	PUNCT
ajst-28596	81	13	no	no	DET
ajst-28596	81	14	single	single	ADJ
ajst-28596	81	15	control	control	NOUN
ajst-28596	81	16	strategy	strategy	NOUN
ajst-28596	81	17	can	can	AUX
ajst-28596	81	18	effectively	effectively	ADV
ajst-28596	81	19	solve	solve	VERB
ajst-28596	81	20	all	all	DET
ajst-28596	81	21	the	the	DET
ajst-28596	81	22	operational	operational	ADJ
ajst-28596	81	23	challenges	challenge	NOUN
ajst-28596	81	24	.	.	PUNCT
ajst-28596	82	1	hybrid	hybrid	ADJ
ajst-28596	82	2	control	control	NOUN
ajst-28596	82	3	methods	method	NOUN
ajst-28596	82	4	combine	combine	VERB
ajst-28596	82	5	multiple	multiple	ADJ
ajst-28596	82	6	methods	method	NOUN
ajst-28596	82	7	and	and	CCONJ
ajst-28596	82	8	are	be	AUX
ajst-28596	82	9	increasingly	increasingly	ADV
ajst-28596	82	10	prominent	prominent	ADJ
ajst-28596	82	11	for	for	ADP
ajst-28596	82	12	their	their	PRON
ajst-28596	82	13	ability	ability	NOUN
ajst-28596	82	14	to	to	PART
ajst-28596	82	15	balance	balance	VERB
ajst-28596	82	16	efficiency	efficiency	NOUN
ajst-28596	82	17	,	,	PUNCT
ajst-28596	82	18	stability	stability	NOUN
ajst-28596	82	19	and	and	CCONJ
ajst-28596	82	20	adaptability	adaptability	NOUN
ajst-28596	82	21	.	.	PUNCT
ajst-28596	83	1	a	a	DET
ajst-28596	83	2	hybrid	hybrid	ADJ
ajst-28596	83	3	system	system	NOUN
ajst-28596	83	4	can	can	AUX
ajst-28596	83	5	combine	combine	VERB
ajst-28596	83	6	pid	pid	NOUN
ajst-28596	83	7	control	control	NOUN
ajst-28596	83	8	for	for	ADP
ajst-28596	83	9	baseline	baseline	ADJ
ajst-28596	83	10	stability	stability	NOUN
ajst-28596	83	11	with	with	ADP
ajst-28596	83	12	mpc	mpc	PROPN
ajst-28596	83	13	to	to	PART
ajst-28596	83	14	handle	handle	VERB
ajst-28596	83	15	dynamic	dynamic	ADJ
ajst-28596	83	16	load	load	NOUN
ajst-28596	83	17	changes	change	NOUN
ajst-28596	83	18	and	and	CCONJ
ajst-28596	83	19	fuzzy	fuzzy	ADJ
ajst-28596	83	20	logic	logic	NOUN
ajst-28596	83	21	to	to	PART
ajst-28596	83	22	manage	manage	VERB
ajst-28596	83	23	uncertainty	uncertainty	NOUN
ajst-28596	83	24	.	.	PUNCT
ajst-28596	84	1	for	for	ADP
ajst-28596	84	2	example	example	NOUN
ajst-28596	84	3	,	,	PUNCT
ajst-28596	84	4	the	the	DET
ajst-28596	84	5	pid	pid	NOUN
ajst-28596	84	6	controller	controller	NOUN
ajst-28596	84	7	can	can	AUX
ajst-28596	84	8	guarantee	guarantee	VERB
ajst-28596	84	9	a	a	DET
ajst-28596	84	10	stable	stable	ADJ
ajst-28596	84	11	rotational	rotational	ADJ
ajst-28596	84	12	speed	speed	NOUN
ajst-28596	84	13	under	under	ADP
ajst-28596	84	14	normal	normal	ADJ
ajst-28596	84	15	conditions	condition	NOUN
ajst-28596	84	16	,	,	PUNCT
ajst-28596	84	17	while	while	SCONJ
ajst-28596	84	18	the	the	DET
ajst-28596	84	19	mpc	mpc	NOUN
ajst-28596	84	20	can	can	AUX
ajst-28596	84	21	dynamically	dynamically	ADV
ajst-28596	84	22	optimize	optimize	VERB
ajst-28596	84	23	the	the	DET
ajst-28596	84	24	performance	performance	NOUN
ajst-28596	84	25	during	during	ADP
ajst-28596	84	26	periods	period	NOUN
ajst-28596	84	27	of	of	ADP
ajst-28596	84	28	rapid	rapid	ADJ
ajst-28596	84	29	demand	demand	NOUN
ajst-28596	84	30	fluctuations	fluctuation	NOUN
ajst-28596	84	31	.	.	PUNCT
ajst-28596	85	1	at	at	ADP
ajst-28596	85	2	the	the	DET
ajst-28596	85	3	same	same	ADJ
ajst-28596	85	4	time	time	NOUN
ajst-28596	85	5	,	,	PUNCT
ajst-28596	85	6	fuzzy	fuzzy	ADJ
ajst-28596	85	7	logic	logic	NOUN
ajst-28596	85	8	can	can	AUX
ajst-28596	85	9	manage	manage	VERB
ajst-28596	85	10	the	the	DET
ajst-28596	85	11	transition	transition	NOUN
ajst-28596	85	12	between	between	ADP
ajst-28596	85	13	charging	charge	VERB
ajst-28596	85	14	and	and	CCONJ
ajst-28596	85	15	discharge	discharge	VERB
ajst-28596	85	16	cycles	cycle	NOUN
ajst-28596	85	17	and	and	CCONJ
ajst-28596	85	18	adapt	adapt	VERB
ajst-28596	85	19	to	to	ADP
ajst-28596	85	20	unforeseen	unforeseen	ADJ
ajst-28596	85	21	grid	grid	NOUN
ajst-28596	85	22	anomalies	anomaly	NOUN
ajst-28596	85	23	.	.	PUNCT
ajst-28596	86	1	these	these	DET
ajst-28596	86	2	hybrid	hybrid	ADJ
ajst-28596	86	3	systems	system	NOUN
ajst-28596	86	4	typically	typically	ADV
ajst-28596	86	5	include	include	VERB
ajst-28596	86	6	hierarchical	hierarchical	ADJ
ajst-28596	86	7	control	control	NOUN
ajst-28596	86	8	structures	structure	NOUN
ajst-28596	86	9	in	in	ADP
ajst-28596	86	10	which	which	PRON
ajst-28596	86	11	different	different	ADJ
ajst-28596	86	12	strategies	strategy	NOUN
ajst-28596	86	13	operate	operate	VERB
ajst-28596	86	14	at	at	ADP
ajst-28596	86	15	different	different	ADJ
ajst-28596	86	16	levels	level	NOUN
ajst-28596	86	17	of	of	ADP
ajst-28596	86	18	the	the	DET
ajst-28596	86	19	system	system	NOUN
ajst-28596	86	20	.	.	PUNCT
ajst-28596	87	1	for	for	ADP
ajst-28596	87	2	example	example	NOUN
ajst-28596	87	3	,	,	PUNCT
ajst-28596	87	4	advanced	advanced	ADJ
ajst-28596	87	5	controllers	controller	NOUN
ajst-28596	87	6	may	may	AUX
ajst-28596	87	7	use	use	VERB
ajst-28596	87	8	mpc	mpc	NOUN
ajst-28596	87	9	to	to	PART
ajst-28596	87	10	determine	determine	VERB
ajst-28596	87	11	optimal	optimal	ADJ
ajst-28596	87	12	energy	energy	NOUN
ajst-28596	87	13	allocation	allocation	NOUN
ajst-28596	87	14	between	between	ADP
ajst-28596	87	15	arrays	array	NOUN
ajst-28596	87	16	,	,	PUNCT
ajst-28596	87	17	while	while	SCONJ
ajst-28596	87	18	local	local	ADJ
ajst-28596	87	19	controllers	controller	NOUN
ajst-28596	87	20	apply	apply	VERB
ajst-28596	87	21	pid	pid	NOUN
ajst-28596	87	22	or	or	CCONJ
ajst-28596	87	23	fuzzy	fuzzy	ADJ
ajst-28596	87	24	logic	logic	NOUN
ajst-28596	87	25	to	to	PART
ajst-28596	87	26	make	make	VERB
ajst-28596	87	27	fine	fine	ADV
ajst-28596	87	28	-	-	PUNCT
ajst-28596	87	29	grained	grain	VERB
ajst-28596	87	30	adjustments	adjustment	NOUN
ajst-28596	87	31	.	.	PUNCT
ajst-28596	88	1	the	the	DET
ajst-28596	88	2	synergy	synergy	NOUN
ajst-28596	88	3	of	of	ADP
ajst-28596	88	4	the	the	DET
ajst-28596	88	5	mixed	mixed	ADJ
ajst-28596	88	6	methods	method	NOUN
ajst-28596	88	7	significantly	significantly	ADV
ajst-28596	88	8	improves	improve	VERB
ajst-28596	88	9	the	the	DET
ajst-28596	88	10	robustness	robustness	NOUN
ajst-28596	88	11	of	of	ADP
ajst-28596	88	12	the	the	DET
ajst-28596	88	13	system	system	NOUN
ajst-28596	88	14	.	.	PUNCT
ajst-28596	89	1	by	by	ADP
ajst-28596	89	2	leveraging	leverage	VERB
ajst-28596	89	3	the	the	DET
ajst-28596	89	4	advantages	advantage	NOUN
ajst-28596	89	5	of	of	ADP
ajst-28596	89	6	individual	individual	ADJ
ajst-28596	89	7	strategies	strategy	NOUN
ajst-28596	89	8	,	,	PUNCT
ajst-28596	89	9	these	these	DET
ajst-28596	89	10	systems	system	NOUN
ajst-28596	89	11	remain	remain	VERB
ajst-28596	89	12	efficient	efficient	ADJ
ajst-28596	89	13	,	,	PUNCT
ajst-28596	89	14	adapt	adapt	VERB
ajst-28596	89	15	to	to	ADP
ajst-28596	89	16	different	different	ADJ
ajst-28596	89	17	operational	operational	ADJ
ajst-28596	89	18	scenarios	scenario	NOUN
ajst-28596	89	19	,	,	PUNCT
ajst-28596	89	20	and	and	CCONJ
ajst-28596	89	21	ensure	ensure	VERB
ajst-28596	89	22	reliable	reliable	ADJ
ajst-28596	89	23	performance	performance	NOUN
ajst-28596	89	24	under	under	ADP
ajst-28596	89	25	stable	stable	ADJ
ajst-28596	89	26	and	and	CCONJ
ajst-28596	89	27	dynamic	dynamic	ADJ
ajst-28596	89	28	conditions	condition	NOUN
ajst-28596	89	29	.	.	PUNCT
ajst-28596	90	1	however	however	ADV
ajst-28596	90	2	,	,	PUNCT
ajst-28596	90	3	achieving	achieve	VERB
ajst-28596	90	4	hybrid	hybrid	ADJ
ajst-28596	90	5	control	control	NOUN
ajst-28596	90	6	requires	require	VERB
ajst-28596	90	7	careful	careful	ADJ
ajst-28596	90	8	coordination	coordination	NOUN
ajst-28596	90	9	and	and	CCONJ
ajst-28596	90	10	high	high	ADJ
ajst-28596	90	11	-	-	PUNCT
ajst-28596	90	12	level	level	NOUN
ajst-28596	90	13	computational	computational	ADJ
ajst-28596	90	14	resources	resource	NOUN
ajst-28596	90	15	to	to	PART
ajst-28596	90	16	manage	manage	VERB
ajst-28596	90	17	the	the	DET
ajst-28596	90	18	interactions	interaction	NOUN
ajst-28596	90	19	between	between	ADP
ajst-28596	90	20	different	different	ADJ
ajst-28596	90	21	control	control	NOUN
ajst-28596	90	22	layers	layer	NOUN
ajst-28596	90	23	.	.	PUNCT
ajst-28596	91	1	3.5	3.5	NUM
ajst-28596	91	2	.	.	PUNCT
ajst-28596	92	1	illustrative	illustrative	ADJ
ajst-28596	92	2	insights	insight	NOUN
ajst-28596	92	3	and	and	CCONJ
ajst-28596	92	4	benefits	benefit	NOUN
ajst-28596	92	5	of	of	ADP
ajst-28596	92	6	advanced	advanced	ADJ
ajst-28596	92	7	controls	control	NOUN
ajst-28596	92	8	the	the	DET
ajst-28596	92	9	evolution	evolution	NOUN
ajst-28596	92	10	of	of	ADP
ajst-28596	92	11	fess	fess	NOUN
ajst-28596	92	12	control	control	NOUN
ajst-28596	92	13	strategies	strategy	NOUN
ajst-28596	92	14	emphasizes	emphasize	VERB
ajst-28596	92	15	the	the	DET
ajst-28596	92	16	increasing	increase	VERB
ajst-28596	92	17	complexity	complexity	NOUN
ajst-28596	92	18	of	of	ADP
ajst-28596	92	19	the	the	DET
ajst-28596	92	20	growing	grow	VERB
ajst-28596	92	21	demand	demand	NOUN
ajst-28596	92	22	for	for	ADP
ajst-28596	92	23	energy	energy	NOUN
ajst-28596	92	24	management	management	NOUN
ajst-28596	92	25	.	.	PUNCT
ajst-28596	93	1	modern	modern	ADJ
ajst-28596	93	2	methods	method	NOUN
ajst-28596	93	3	,	,	PUNCT
ajst-28596	93	4	such	such	ADJ
ajst-28596	93	5	as	as	ADP
ajst-28596	93	6	mpc	mpc	NOUN
ajst-28596	93	7	and	and	CCONJ
ajst-28596	93	8	fuzzy	fuzzy	ADJ
ajst-28596	93	9	logic	logic	NOUN
ajst-28596	93	10	,	,	PUNCT
ajst-28596	93	11	complement	complement	VERB
ajst-28596	93	12	the	the	DET
ajst-28596	93	13	traditional	traditional	ADJ
ajst-28596	93	14	pid	pid	NOUN
ajst-28596	93	15	systems	system	NOUN
ajst-28596	93	16	,	,	PUNCT
ajst-28596	93	17	pushing	push	VERB
ajst-28596	93	18	the	the	DET
ajst-28596	93	19	boundaries	boundary	NOUN
ajst-28596	93	20	of	of	ADP
ajst-28596	93	21	efficiency	efficiency	NOUN
ajst-28596	93	22	and	and	CCONJ
ajst-28596	93	23	reliability	reliability	NOUN
ajst-28596	93	24	.	.	PUNCT
ajst-28596	94	1	advanced	advanced	ADJ
ajst-28596	94	2	control	control	NOUN
ajst-28596	94	3	strategies	strategy	NOUN
ajst-28596	94	4	have	have	AUX
ajst-28596	94	5	shown	show	VERB
ajst-28596	94	6	measurable	measurable	ADJ
ajst-28596	94	7	benefits	benefit	NOUN
ajst-28596	94	8	,	,	PUNCT
ajst-28596	94	9	such	such	ADJ
ajst-28596	94	10	as	as	ADP
ajst-28596	94	11	improved	improve	VERB
ajst-28596	94	12	energy	energy	NOUN
ajst-28596	94	13	efficiency	efficiency	NOUN
ajst-28596	94	14	,	,	PUNCT
ajst-28596	94	15	reduced	reduce	VERB
ajst-28596	94	16	response	response	NOUN
ajst-28596	94	17	times	time	NOUN
ajst-28596	94	18	,	,	PUNCT
ajst-28596	94	19	and	and	CCONJ
ajst-28596	94	20	improved	improved	ADJ
ajst-28596	94	21	system	system	NOUN
ajst-28596	94	22	longevity	longevity	NOUN
ajst-28596	94	23	.	.	PUNCT
ajst-28596	95	1	for	for	ADP
ajst-28596	95	2	example	example	NOUN
ajst-28596	95	3	,	,	PUNCT
ajst-28596	95	4	hybrid	hybrid	ADJ
ajst-28596	95	5	methods	method	NOUN
ajst-28596	95	6	have	have	AUX
ajst-28596	95	7	been	be	AUX
ajst-28596	95	8	shown	show	VERB
ajst-28596	95	9	to	to	PART
ajst-28596	95	10	reduce	reduce	VERB
ajst-28596	95	11	energy	energy	NOUN
ajst-28596	95	12	losses	loss	NOUN
ajst-28596	95	13	by	by	ADP
ajst-28596	95	14	up	up	ADP
ajst-28596	95	15	to	to	PART
ajst-28596	95	16	15	15	NUM
ajst-28596	95	17	%	%	NOUN
ajst-28596	95	18	in	in	ADP
ajst-28596	95	19	large	large	ADJ
ajst-28596	95	20	-	-	PUNCT
ajst-28596	95	21	scale	scale	NOUN
ajst-28596	95	22	systems	system	NOUN
ajst-28596	95	23	,	,	PUNCT
ajst-28596	95	24	while	while	SCONJ
ajst-28596	95	25	extending	extend	VERB
ajst-28596	95	26	the	the	DET
ajst-28596	95	27	life	life	NOUN
ajst-28596	95	28	of	of	ADP
ajst-28596	95	29	flywheels	flywheel	NOUN
ajst-28596	95	30	by	by	ADP
ajst-28596	95	31	reducing	reduce	VERB
ajst-28596	95	32	mechanical	mechanical	ADJ
ajst-28596	95	33	wear	wear	NOUN
ajst-28596	95	34	in	in	ADP
ajst-28596	95	35	high	high	ADJ
ajst-28596	95	36	-	-	PUNCT
ajst-28596	95	37	demand	demand	NOUN
ajst-28596	95	38	cycles	cycle	NOUN
ajst-28596	95	39	.	.	PUNCT
ajst-28596	96	1	continuous	continuous	ADJ
ajst-28596	96	2	development	development	NOUN
ajst-28596	96	3	of	of	ADP
ajst-28596	96	4	control	control	NOUN
ajst-28596	96	5	strategies	strategy	NOUN
ajst-28596	96	6	—	—	PUNCT
ajst-28596	96	7	—	—	PUNCT
ajst-28596	96	8	innovation	innovation	NOUN
ajst-28596	96	9	based	base	VERB
ajst-28596	96	10	on	on	ADP
ajst-28596	96	11	machine	machine	NOUN
ajst-28596	96	12	learning	learning	NOUN
ajst-28596	96	13	and	and	CCONJ
ajst-28596	96	14	real	real	ADJ
ajst-28596	96	15	-	-	PUNCT
ajst-28596	96	16	time	time	NOUN
ajst-28596	96	17	data	datum	NOUN
ajst-28596	96	18	processing	processing	NOUN
ajst-28596	96	19	—	—	PUNCT
ajst-28596	96	20	—	—	PUNCT
ajst-28596	96	21	promises	promise	VERB
ajst-28596	96	22	greater	great	ADJ
ajst-28596	96	23	performance	performance	NOUN
ajst-28596	96	24	improvements	improvement	NOUN
ajst-28596	96	25	in	in	ADP
ajst-28596	96	26	the	the	DET
ajst-28596	96	27	future	future	NOUN
ajst-28596	96	28	,	,	PUNCT
ajst-28596	96	29	positioning	positioning	NOUN
ajst-28596	96	30	fess	fess	NOUN
ajst-28596	96	31	as	as	ADP
ajst-28596	96	32	a	a	DET
ajst-28596	96	33	cornerstone	cornerstone	NOUN
ajst-28596	96	34	of	of	ADP
ajst-28596	96	35	a	a	DET
ajst-28596	96	36	sustainable	sustainable	ADJ
ajst-28596	96	37	energy	energy	NOUN
ajst-28596	96	38	infrastructure	infrastructure	NOUN
ajst-28596	96	39	.	.	PUNCT
ajst-28596	97	1	4	4	X
ajst-28596	97	2	.	.	X
ajst-28596	97	3	simulation	simulation	NOUN
ajst-28596	97	4	and	and	CCONJ
ajst-28596	97	5	experimental	experimental	ADJ
ajst-28596	97	6	studies	study	NOUN
ajst-28596	97	7	simulation	simulation	NOUN
ajst-28596	97	8	and	and	CCONJ
ajst-28596	97	9	experimental	experimental	ADJ
ajst-28596	97	10	validation	validation	NOUN
ajst-28596	97	11	are	be	AUX
ajst-28596	97	12	key	key	ADJ
ajst-28596	97	13	steps	step	NOUN
ajst-28596	97	14	in	in	ADP
ajst-28596	97	15	evaluating	evaluate	VERB
ajst-28596	97	16	the	the	DET
ajst-28596	97	17	performance	performance	NOUN
ajst-28596	97	18	,	,	PUNCT
ajst-28596	97	19	reliability	reliability	NOUN
ajst-28596	97	20	and	and	CCONJ
ajst-28596	97	21	scalability	scalability	NOUN
ajst-28596	97	22	of	of	ADP
ajst-28596	97	23	the	the	DET
ajst-28596	97	24	flywheel	flywheel	NOUN
ajst-28596	97	25	controller	controller	NOUN
ajst-28596	97	26	array	array	NOUN
ajst-28596	97	27	.	.	PUNCT
ajst-28596	98	1	these	these	DET
ajst-28596	98	2	studies	study	NOUN
ajst-28596	98	3	provide	provide	VERB
ajst-28596	98	4	valuable	valuable	ADJ
ajst-28596	98	5	insights	insight	NOUN
ajst-28596	98	6	into	into	ADP
ajst-28596	98	7	the	the	DET
ajst-28596	98	8	behavior	behavior	NOUN
ajst-28596	98	9	of	of	ADP
ajst-28596	98	10	the	the	DET
ajst-28596	98	11	system	system	NOUN
ajst-28596	98	12	under	under	ADP
ajst-28596	98	13	a	a	DET
ajst-28596	98	14	variety	variety	NOUN
ajst-28596	98	15	of	of	ADP
ajst-28596	98	16	operating	operating	NOUN
ajst-28596	98	17	conditions	condition	NOUN
ajst-28596	98	18	and	and	CCONJ
ajst-28596	98	19	identify	identify	VERB
ajst-28596	98	20	areas	area	NOUN
ajst-28596	98	21	for	for	ADP
ajst-28596	98	22	improvement	improvement	NOUN
ajst-28596	98	23	in	in	ADP
ajst-28596	98	24	the	the	DET
ajst-28596	98	25	design	design	NOUN
ajst-28596	98	26	and	and	CCONJ
ajst-28596	98	27	control	control	NOUN
ajst-28596	98	28	strategies	strategy	NOUN
ajst-28596	98	29	.	.	PUNCT
ajst-28596	99	1	the	the	DET
ajst-28596	99	2	simulation	simulation	NOUN
ajst-28596	99	3	framework	framework	NOUN
ajst-28596	99	4	is	be	AUX
ajst-28596	99	5	to	to	PART
ajst-28596	99	6	develop	develop	VERB
ajst-28596	99	7	a	a	DET
ajst-28596	99	8	comprehensive	comprehensive	ADJ
ajst-28596	99	9	simulation	simulation	NOUN
ajst-28596	99	10	framework	framework	NOUN
ajst-28596	99	11	to	to	PART
ajst-28596	99	12	evaluate	evaluate	VERB
ajst-28596	99	13	the	the	DET
ajst-28596	99	14	performance	performance	NOUN
ajst-28596	99	15	of	of	ADP
ajst-28596	99	16	the	the	DET
ajst-28596	99	17	flywheel	flywheel	NOUN
ajst-28596	99	18	controller	controller	NOUN
ajst-28596	99	19	array	array	NOUN
ajst-28596	99	20	in	in	ADP
ajst-28596	99	21	different	different	ADJ
ajst-28596	99	22	and	and	CCONJ
ajst-28596	99	23	challenging	challenging	ADJ
ajst-28596	99	24	scenarios[10	scenarios[10	NOUN
ajst-28596	99	25	]	]	PUNCT
ajst-28596	99	26	.	.	PUNCT
ajst-28596	100	1	these	these	DET
ajst-28596	100	2	simulations	simulation	NOUN
ajst-28596	100	3	are	be	AUX
ajst-28596	100	4	designed	design	VERB
ajst-28596	100	5	to	to	PART
ajst-28596	100	6	replicate	replicate	VERB
ajst-28596	100	7	real	real	ADJ
ajst-28596	100	8	-	-	PUNCT
ajst-28596	100	9	world	world	NOUN
ajst-28596	100	10	conditions	condition	NOUN
ajst-28596	100	11	,	,	PUNCT
ajst-28596	100	12	including	include	VERB
ajst-28596	100	13	sudden	sudden	ADJ
ajst-28596	100	14	changes	change	NOUN
ajst-28596	100	15	in	in	ADP
ajst-28596	100	16	renewable	renewable	ADJ
ajst-28596	100	17	energy	energy	NOUN
ajst-28596	100	18	and	and	CCONJ
ajst-28596	100	19	grid	grid	NOUN
ajst-28596	100	20	demand	demand	NOUN
ajst-28596	100	21	.	.	PUNCT
ajst-28596	101	1	the	the	DET
ajst-28596	101	2	simulated	simulate	VERB
ajst-28596	101	3	scenarios	scenario	NOUN
ajst-28596	101	4	include	include	VERB
ajst-28596	101	5	high	high	ADJ
ajst-28596	101	6	renewable	renewable	ADJ
ajst-28596	101	7	energy	energy	NOUN
ajst-28596	101	8	inputs	input	NOUN
ajst-28596	101	9	,	,	PUNCT
ajst-28596	101	10	supply	supply	NOUN
ajst-28596	101	11	fluctuations	fluctuation	NOUN
ajst-28596	101	12	,	,	PUNCT
ajst-28596	101	13	and	and	CCONJ
ajst-28596	101	14	sudden	sudden	ADJ
ajst-28596	101	15	changes	change	NOUN
ajst-28596	101	16	in	in	ADP
ajst-28596	101	17	grid	grid	NOUN
ajst-28596	101	18	demand	demand	NOUN
ajst-28596	101	19	.	.	PUNCT
ajst-28596	102	1	for	for	ADP
ajst-28596	102	2	example	example	NOUN
ajst-28596	102	3	,	,	PUNCT
ajst-28596	102	4	changes	change	NOUN
ajst-28596	102	5	in	in	ADP
ajst-28596	102	6	renewable	renewable	ADJ
ajst-28596	102	7	energy	energy	NOUN
ajst-28596	102	8	are	be	AUX
ajst-28596	102	9	simulated	simulate	VERB
ajst-28596	102	10	with	with	ADP
ajst-28596	102	11	±	±	NUM
ajst-28596	102	12	20	20	NUM
ajst-28596	102	13	%	%	NOUN
ajst-28596	102	14	fluctuations	fluctuation	NOUN
ajst-28596	102	15	to	to	PART
ajst-28596	102	16	reflect	reflect	VERB
ajst-28596	102	17	unpredictable	unpredictable	ADJ
ajst-28596	102	18	solar	solar	ADJ
ajst-28596	102	19	and	and	CCONJ
ajst-28596	102	20	wind	wind	NOUN
ajst-28596	102	21	production	production	NOUN
ajst-28596	102	22	.	.	PUNCT
ajst-28596	103	1	similarly	similarly	ADV
ajst-28596	103	2	,	,	PUNCT
ajst-28596	103	3	grid	grid	NOUN
ajst-28596	103	4	demand	demand	NOUN
ajst-28596	103	5	changes	change	NOUN
ajst-28596	103	6	are	be	AUX
ajst-28596	103	7	introduced	introduce	VERB
ajst-28596	103	8	as	as	ADP
ajst-28596	103	9	a	a	DET
ajst-28596	103	10	peak	peak	NOUN
ajst-28596	103	11	to	to	PART
ajst-28596	103	12	assess	assess	VERB
ajst-28596	103	13	the	the	DET
ajst-28596	103	14	response	response	NOUN
ajst-28596	103	15	time	time	NOUN
ajst-28596	103	16	and	and	CCONJ
ajst-28596	103	17	stability	stability	NOUN
ajst-28596	103	18	of	of	ADP
ajst-28596	103	19	the	the	DET
ajst-28596	103	20	system	system	NOUN
ajst-28596	103	21	.	.	PUNCT
ajst-28596	104	1	to	to	PART
ajst-28596	104	2	ensure	ensure	VERB
ajst-28596	104	3	the	the	DET
ajst-28596	104	4	robustness	robustness	NOUN
ajst-28596	104	5	of	of	ADP
ajst-28596	104	6	this	this	DET
ajst-28596	104	7	study	study	NOUN
ajst-28596	104	8	,	,	PUNCT
ajst-28596	104	9	we	we	PRON
ajst-28596	104	10	adopted	adopt	VERB
ajst-28596	104	11	a	a	DET
ajst-28596	104	12	hybrid	hybrid	ADJ
ajst-28596	104	13	control	control	NOUN
ajst-28596	104	14	algorithm	algorithm	NOUN
ajst-28596	104	15	combining	combine	VERB
ajst-28596	104	16	model	model	NOUN
ajst-28596	104	17	predictive	predictive	ADJ
ajst-28596	104	18	control	control	NOUN
ajst-28596	104	19	(	(	PUNCT
ajst-28596	104	20	mpc	mpc	NOUN
ajst-28596	104	21	)	)	PUNCT
ajst-28596	104	22	and	and	CCONJ
ajst-28596	104	23	scale	scale	NOUN
ajst-28596	104	24	-	-	PUNCT
ajst-28596	104	25	integral	integral	ADJ
ajst-28596	104	26	-	-	PUNCT
ajst-28596	104	27	derivative	derivative	ADJ
ajst-28596	104	28	(	(	PUNCT
ajst-28596	104	29	pid	pid	NOUN
ajst-28596	104	30	)	)	PUNCT
ajst-28596	104	31	control	control	NOUN
ajst-28596	104	32	.	.	PUNCT
ajst-28596	105	1	this	this	DET
ajst-28596	105	2	setup	setup	NOUN
ajst-28596	105	3	allows	allow	VERB
ajst-28596	105	4	for	for	ADP
ajst-28596	105	5	adaptive	adaptive	ADJ
ajst-28596	105	6	control	control	NOUN
ajst-28596	105	7	,	,	PUNCT
ajst-28596	105	8	optimized	optimize	VERB
ajst-28596	105	9	energy	energy	NOUN
ajst-28596	105	10	distribution	distribution	NOUN
ajst-28596	105	11	and	and	CCONJ
ajst-28596	105	12	maintaining	maintain	VERB
ajst-28596	105	13	the	the	DET
ajst-28596	105	14	stability	stability	NOUN
ajst-28596	105	15	of	of	ADP
ajst-28596	105	16	the	the	DET
ajst-28596	105	17	system	system	NOUN
ajst-28596	105	18	during	during	ADP
ajst-28596	105	19	dynamic	dynamic	ADJ
ajst-28596	105	20	load	load	NOUN
ajst-28596	105	21	changes	change	NOUN
ajst-28596	105	22	.	.	PUNCT
ajst-28596	106	1	an	an	DET
ajst-28596	106	2	overview	overview	NOUN
ajst-28596	106	3	of	of	ADP
ajst-28596	106	4	the	the	DET
ajst-28596	106	5	key	key	ADJ
ajst-28596	106	6	parameters	parameter	NOUN
ajst-28596	106	7	used	use	VERB
ajst-28596	106	8	in	in	ADP
ajst-28596	106	9	the	the	DET
ajst-28596	106	10	simulation	simulation	NOUN
ajst-28596	106	11	is	be	AUX
ajst-28596	106	12	shown	show	VERB
ajst-28596	106	13	in	in	ADP
ajst-28596	106	14	table	table	NOUN
ajst-28596	106	15	table	table	NOUN
ajst-28596	106	16	2	2	NUM
ajst-28596	106	17	.	.	PUNCT
ajst-28596	106	18	simulation	simulation	NOUN
ajst-28596	106	19	results	result	NOUN
ajst-28596	106	20	show	show	VERB
ajst-28596	106	21	that	that	SCONJ
ajst-28596	106	22	the	the	DET
ajst-28596	106	23	advanced	advanced	ADJ
ajst-28596	106	24	hybrid	hybrid	NOUN
ajst-28596	106	25	control	control	NOUN
ajst-28596	106	26	strategy	strategy	NOUN
ajst-28596	106	27	significantly	significantly	ADV
ajst-28596	106	28	improves	improve	VERB
ajst-28596	106	29	the	the	DET
ajst-28596	106	30	energy	energy	NOUN
ajst-28596	106	31	efficiency	efficiency	NOUN
ajst-28596	106	32	and	and	CCONJ
ajst-28596	106	33	response	response	NOUN
ajst-28596	106	34	time.energy	time.energy	DET
ajst-28596	106	35	efficiency	efficiency	NOUN
ajst-28596	106	36	trends	trend	NOUN
ajst-28596	106	37	in	in	ADP
ajst-28596	106	38	different	different	ADJ
ajst-28596	106	39	scenarios	scenario	NOUN
ajst-28596	106	40	are	be	AUX
ajst-28596	106	41	described	describe	VERB
ajst-28596	106	42	in	in	ADP
ajst-28596	106	43	the	the	DET
ajst-28596	106	44	performance	performance	NOUN
ajst-28596	106	45	chart	chart	NOUN
ajst-28596	106	46	,	,	PUNCT
ajst-28596	106	47	highlighting	highlight	VERB
ajst-28596	106	48	the	the	DET
ajst-28596	106	49	benefits	benefit	NOUN
ajst-28596	106	50	of	of	ADP
ajst-28596	106	51	adaptive	adaptive	ADJ
ajst-28596	106	52	control	control	NOUN
ajst-28596	106	53	algorithms	algorithm	NOUN
ajst-28596	106	54	.	.	PUNCT
ajst-28596	107	1	to	to	PART
ajst-28596	107	2	validate	validate	VERB
ajst-28596	107	3	the	the	DET
ajst-28596	107	4	simulation	simulation	NOUN
ajst-28596	107	5	results	result	NOUN
ajst-28596	107	6	,	,	PUNCT
ajst-28596	107	7	we	we	PRON
ajst-28596	107	8	conducted	conduct	VERB
ajst-28596	107	9	a	a	DET
ajst-28596	107	10	preliminary	preliminary	ADJ
ajst-28596	107	11	study	study	NOUN
ajst-28596	107	12	on	on	ADP
ajst-28596	107	13	a	a	DET
ajst-28596	107	14	modular	modular	ADJ
ajst-28596	107	15	flywheel	flywheel	NOUN
ajst-28596	107	16	array	array	NOUN
ajst-28596	107	17	integrated	integrate	VERB
ajst-28596	107	18	in	in	ADP
ajst-28596	107	19	a	a	DET
ajst-28596	107	20	microgrid	microgrid	ADJ
ajst-28596	107	21	environment	environment	NOUN
ajst-28596	107	22	.	.	PUNCT
ajst-28596	108	1	the	the	DET
ajst-28596	108	2	experimental	experimental	ADJ
ajst-28596	108	3	setup	setup	NOUN
ajst-28596	108	4	includes	include	VERB
ajst-28596	108	5	multiple	multiple	ADJ
ajst-28596	108	6	flywheel	flywheel	NOUN
ajst-28596	108	7	units	unit	NOUN
ajst-28596	108	8	operating	operate	VERB
ajst-28596	108	9	under	under	ADP
ajst-28596	108	10	real	real	ADJ
ajst-28596	108	11	conditions	condition	NOUN
ajst-28596	108	12	,	,	PUNCT
ajst-28596	108	13	such	such	ADJ
ajst-28596	108	14	as	as	ADP
ajst-28596	108	15	different	different	ADJ
ajst-28596	108	16	load	load	NOUN
ajst-28596	108	17	requirements	requirement	NOUN
ajst-28596	108	18	and	and	CCONJ
ajst-28596	108	19	renewable	renewable	ADJ
ajst-28596	108	20	energy	energy	NOUN
ajst-28596	108	21	inputs	input	NOUN
ajst-28596	108	22	.	.	PUNCT
ajst-28596	109	1	key	key	ADJ
ajst-28596	109	2	findings	finding	NOUN
ajst-28596	109	3	from	from	ADP
ajst-28596	109	4	experimental	experimental	ADJ
ajst-28596	109	5	studies	study	NOUN
ajst-28596	109	6	show	show	VERB
ajst-28596	109	7	a	a	DET
ajst-28596	109	8	consistent	consistent	ADJ
ajst-28596	109	9	energy	energy	NOUN
ajst-28596	109	10	balance	balance	NOUN
ajst-28596	109	11	between	between	ADP
ajst-28596	109	12	flywheel	flywheel	NOUN
ajst-28596	109	13	units	unit	NOUN
ajst-28596	109	14	,	,	PUNCT
ajst-28596	109	15	demonstrating	demonstrate	VERB
ajst-28596	109	16	the	the	DET
ajst-28596	109	17	effectiveness	effectiveness	NOUN
ajst-28596	109	18	of	of	ADP
ajst-28596	109	19	the	the	DET
ajst-28596	109	20	hybrid	hybrid	ADJ
ajst-28596	109	21	control	control	NOUN
ajst-28596	109	22	strategy	strategy	NOUN
ajst-28596	109	23	.	.	PUNCT
ajst-28596	110	1	the	the	DET
ajst-28596	110	2	system	system	NOUN
ajst-28596	110	3	showed	show	VERB
ajst-28596	110	4	abnormal	abnormal	ADJ
ajst-28596	110	5	response	response	NOUN
ajst-28596	110	6	times	time	NOUN
ajst-28596	110	7	,	,	PUNCT
ajst-28596	110	8	on	on	ADP
ajst-28596	110	9	average	average	ADJ
ajst-28596	110	10	below	below	ADP
ajst-28596	110	11	50	50	NUM
ajst-28596	110	12	ms	ms	NOUN
ajst-28596	110	13	,	,	PUNCT
ajst-28596	110	14	ensuring	ensure	VERB
ajst-28596	110	15	seamless	seamless	ADJ
ajst-28596	110	16	adaptation	adaptation	NOUN
ajst-28596	110	17	to	to	ADP
ajst-28596	110	18	sudden	sudden	ADJ
ajst-28596	110	19	changes	change	NOUN
ajst-28596	110	20	in	in	ADP
ajst-28596	110	21	demand	demand	NOUN
ajst-28596	110	22	.	.	PUNCT
ajst-28596	111	1	furthermore	furthermore	ADV
ajst-28596	111	2	,	,	PUNCT
ajst-28596	111	3	the	the	DET
ajst-28596	111	4	modular	modular	ADJ
ajst-28596	111	5	array	array	NOUN
ajst-28596	111	6	showed	show	VERB
ajst-28596	111	7	high	high	ADJ
ajst-28596	111	8	fault	fault	NOUN
ajst-28596	111	9	tolerance	tolerance	NOUN
ajst-28596	111	10	,	,	PUNCT
ajst-28596	111	11	maintaining	maintain	VERB
ajst-28596	111	12	99.5	99.5	NUM
ajst-28596	111	13	%	%	NOUN
ajst-28596	111	14	of	of	ADP
ajst-28596	111	15	the	the	DET
ajst-28596	111	16	uptime	uptime	NOUN
ajst-28596	111	17	even	even	ADV
ajst-28596	111	18	during	during	ADP
ajst-28596	111	19	maintenance	maintenance	NOUN
ajst-28596	111	20	activity	activity	NOUN
ajst-28596	111	21	or	or	CCONJ
ajst-28596	111	22	isolation	isolation	NOUN
ajst-28596	111	23	unit	unit	NOUN
ajst-28596	111	24	failure	failure	NOUN
ajst-28596	111	25	,	,	PUNCT
ajst-28596	111	26	as	as	SCONJ
ajst-28596	111	27	shown	show	VERB
ajst-28596	111	28	in	in	ADP
ajst-28596	111	29	table	table	NOUN
ajst-28596	111	30	3	3	NUM
ajst-28596	111	31	.	.	PUNCT
ajst-28596	112	1	these	these	DET
ajst-28596	112	2	results	result	NOUN
ajst-28596	112	3	highlight	highlight	VERB
ajst-28596	112	4	the	the	DET
ajst-28596	112	5	reliability	reliability	NOUN
ajst-28596	112	6	and	and	CCONJ
ajst-28596	112	7	efficiency	efficiency	NOUN
ajst-28596	112	8	of	of	ADP
ajst-28596	112	9	the	the	DET
ajst-28596	112	10	flywheel	flywheel	NOUN
ajst-28596	112	11	controller	controller	NOUN
ajst-28596	112	12	arrays	array	VERB
ajst-28596	112	13	,	,	PUNCT
ajst-28596	112	14	highlighting	highlight	VERB
ajst-28596	112	15	their	their	PRON
ajst-28596	112	16	potential	potential	NOUN
ajst-28596	112	17	for	for	ADP
ajst-28596	112	18	integration	integration	NOUN
ajst-28596	112	19	into	into	ADP
ajst-28596	112	20	modern	modern	ADJ
ajst-28596	112	21	energy	energy	NOUN
ajst-28596	112	22	grids	grid	NOUN
ajst-28596	112	23	.	.	PUNCT
ajst-28596	113	1	by	by	ADP
ajst-28596	113	2	combining	combine	VERB
ajst-28596	113	3	strong	strong	ADJ
ajst-28596	113	4	fault	fault	NOUN
ajst-28596	113	5	management	management	NOUN
ajst-28596	113	6	,	,	PUNCT
ajst-28596	113	7	rapid	rapid	ADJ
ajst-28596	113	8	response	response	NOUN
ajst-28596	113	9	capabilities	capability	NOUN
ajst-28596	113	10	,	,	PUNCT
ajst-28596	113	11	and	and	CCONJ
ajst-28596	113	12	high	high	ADJ
ajst-28596	113	13	energy	energy	NOUN
ajst-28596	113	14	efficiency	efficiency	NOUN
ajst-28596	113	15	,	,	PUNCT
ajst-28596	113	16	the	the	DET
ajst-28596	113	17	flywheel	flywheel	NOUN
ajst-28596	113	18	array	array	NOUN
ajst-28596	113	19	will	will	AUX
ajst-28596	113	20	play	play	VERB
ajst-28596	113	21	a	a	DET
ajst-28596	113	22	key	key	ADJ
ajst-28596	113	23	role	role	NOUN
ajst-28596	113	24	in	in	ADP
ajst-28596	113	25	renewable	renewable	ADJ
ajst-28596	113	26	energy	energy	NOUN
ajst-28596	113	27	storage	storage	NOUN
ajst-28596	113	28	and	and	CCONJ
ajst-28596	113	29	grid	grid	NOUN
ajst-28596	113	30	stability	stability	NOUN
ajst-28596	113	31	.	.	PUNCT
ajst-28596	114	1	table	table	NOUN
ajst-28596	114	2	2	2	NUM
ajst-28596	114	3	.	.	PUNCT
ajst-28596	114	4	simulation	simulation	NOUN
ajst-28596	114	5	parameters	parameter	NOUN
ajst-28596	114	6	parameter	parameter	NOUN
ajst-28596	114	7	value	value	NOUN
ajst-28596	114	8	description	description	NOUN
ajst-28596	114	9	flywheel	flywheel	NOUN
ajst-28596	114	10	capacity	capacity	NOUN
ajst-28596	114	11	and	and	CCONJ
ajst-28596	114	12	100	100	NUM
ajst-28596	114	13	kwh	kwh	NOUN
ajst-28596	114	14	per	per	ADP
ajst-28596	114	15	unit	unit	NOUN
ajst-28596	114	16	total	total	NOUN
ajst-28596	114	17	system	system	NOUN
ajst-28596	114	18	capacity	capacity	NOUN
ajst-28596	114	19	:	:	PUNCT
ajst-28596	114	20	1	1	NUM
ajst-28596	114	21	mwh	mwh	PROPN
ajst-28596	114	22	range	range	NOUN
ajst-28596	114	23	of	of	ADP
ajst-28596	114	24	speeds	speed	NOUN
ajst-28596	114	25	5000	5000	NUM
ajst-28596	114	26	-	-	SYM
ajst-28596	114	27	15000	15000	NUM
ajst-28596	114	28	r.	r.	NOUN
ajst-28596	114	29	m	m	NOUN
ajst-28596	114	30	changes	change	NOUN
ajst-28596	114	31	in	in	ADP
ajst-28596	114	32	velocity	velocity	NOUN
ajst-28596	114	33	under	under	ADP
ajst-28596	114	34	load	load	NOUN
ajst-28596	114	35	change	change	NOUN
ajst-28596	114	36	conditions	condition	NOUN
ajst-28596	114	37	control	control	NOUN
ajst-28596	114	38	algorithm	algorithm	PROPN
ajst-28596	114	39	the	the	DET
ajst-28596	114	40	mpc	mpc	PROPN
ajst-28596	114	41	and	and	CCONJ
ajst-28596	114	42	pid	pid	NOUN
ajst-28596	114	43	were	be	AUX
ajst-28596	114	44	mixed	mixed	ADJ
ajst-28596	114	45	adaptive	adaptive	ADJ
ajst-28596	114	46	control	control	NOUN
ajst-28596	114	47	system	system	NOUN
ajst-28596	114	48	grid	grid	NOUN
ajst-28596	114	49	requirement	requirement	NOUN
ajst-28596	114	50	variability	variability	NOUN
ajst-28596	114	51	±20	±20	PROPN
ajst-28596	114	52	%	%	NOUN
ajst-28596	114	53	simulate	simulate	VERB
ajst-28596	114	54	the	the	DET
ajst-28596	114	55	fluctuations	fluctuation	NOUN
ajst-28596	114	56	of	of	ADP
ajst-28596	114	57	renewable	renewable	ADJ
ajst-28596	114	58	energy	energy	NOUN
ajst-28596	114	59	sources	source	NOUN
ajst-28596	114	60	89	89	NUM
ajst-28596	114	61	table	table	NOUN
ajst-28596	114	62	3	3	NUM
ajst-28596	114	63	.	.	PUNCT
ajst-28596	115	1	experimental	experimental	ADJ
ajst-28596	115	2	performance	performance	NOUN
ajst-28596	115	3	indicators	indicator	NOUN
ajst-28596	115	4	metric	metric	ADJ
ajst-28596	115	5	value	value	NOUN
ajst-28596	115	6	description	description	NOUN
ajst-28596	115	7	productiveness	productiveness	NOUN
ajst-28596	115	8	(	(	PUNCT
ajst-28596	115	9	%	%	NOUN
ajst-28596	115	10	)	)	PUNCT
ajst-28596	115	11	96	96	NUM
ajst-28596	115	12	average	average	ADJ
ajst-28596	115	13	system	system	NOUN
ajst-28596	115	14	efficiency	efficiency	NOUN
ajst-28596	115	15	response	response	NOUN
ajst-28596	115	16	time	time	NOUN
ajst-28596	115	17	(	(	PUNCT
ajst-28596	115	18	ms	ms	NOUN
ajst-28596	115	19	)	)	PUNCT
ajst-28596	115	20	45	45	NUM
ajst-28596	115	21	the	the	DET
ajst-28596	115	22	time	time	NOUN
ajst-28596	115	23	required	require	VERB
ajst-28596	115	24	to	to	PART
ajst-28596	115	25	respond	respond	VERB
ajst-28596	115	26	to	to	ADP
ajst-28596	115	27	changes	change	NOUN
ajst-28596	115	28	in	in	ADP
ajst-28596	115	29	demand	demand	NOUN
ajst-28596	115	30	fault	fault	NOUN
ajst-28596	115	31	-	-	PUNCT
ajst-28596	115	32	tolerant	tolerant	ADJ
ajst-28596	115	33	(	(	PUNCT
ajst-28596	115	34	%	%	NOUN
ajst-28596	115	35	)	)	PUNCT
ajst-28596	115	36	99.5	99.5	NUM
ajst-28596	115	37	percent	percent	NOUN
ajst-28596	115	38	uptime	uptime	NOUN
ajst-28596	115	39	during	during	ADP
ajst-28596	115	40	the	the	DET
ajst-28596	115	41	failure	failure	NOUN
ajst-28596	115	42	5	5	NUM
ajst-28596	115	43	.	.	PUNCT
ajst-28596	115	44	challenges	challenge	NOUN
ajst-28596	115	45	and	and	CCONJ
ajst-28596	115	46	future	future	ADJ
ajst-28596	115	47	development	development	NOUN
ajst-28596	115	48	directions	direction	NOUN
ajst-28596	115	49	despite	despite	SCONJ
ajst-28596	115	50	promising	promise	VERB
ajst-28596	115	51	results	result	NOUN
ajst-28596	115	52	from	from	ADP
ajst-28596	115	53	simulation	simulation	NOUN
ajst-28596	115	54	and	and	CCONJ
ajst-28596	115	55	experimental	experimental	ADJ
ajst-28596	115	56	studies	study	NOUN
ajst-28596	115	57	,	,	PUNCT
ajst-28596	115	58	several	several	ADJ
ajst-28596	115	59	challenges	challenge	NOUN
ajst-28596	115	60	and	and	CCONJ
ajst-28596	115	61	research	research	NOUN
ajst-28596	115	62	opportunities	opportunity	NOUN
ajst-28596	115	63	need	need	VERB
ajst-28596	115	64	to	to	PART
ajst-28596	115	65	be	be	AUX
ajst-28596	115	66	addressed	address	VERB
ajst-28596	115	67	to	to	PART
ajst-28596	115	68	advance	advance	VERB
ajst-28596	115	69	the	the	DET
ajst-28596	115	70	deployment	deployment	NOUN
ajst-28596	115	71	and	and	CCONJ
ajst-28596	115	72	scalability	scalability	NOUN
ajst-28596	115	73	of	of	ADP
ajst-28596	115	74	the	the	DET
ajst-28596	115	75	flywheel	flywheel	NOUN
ajst-28596	115	76	controller	controller	NOUN
ajst-28596	115	77	array	array	NOUN
ajst-28596	115	78	.	.	PUNCT
ajst-28596	116	1	first	first	ADV
ajst-28596	116	2	,	,	PUNCT
ajst-28596	116	3	the	the	DET
ajst-28596	116	4	technical	technical	ADJ
ajst-28596	116	5	aspect	aspect	NOUN
ajst-28596	116	6	is	be	AUX
ajst-28596	116	7	and	and	CCONJ
ajst-28596	116	8	one	one	NUM
ajst-28596	116	9	of	of	ADP
ajst-28596	116	10	the	the	DET
ajst-28596	116	11	most	most	ADV
ajst-28596	116	12	important	important	ADJ
ajst-28596	116	13	challenges	challenge	NOUN
ajst-28596	116	14	is	be	AUX
ajst-28596	116	15	scalability	scalability	NOUN
ajst-28596	116	16	.	.	PUNCT
ajst-28596	117	1	as	as	SCONJ
ajst-28596	117	2	the	the	DET
ajst-28596	117	3	system	system	NOUN
ajst-28596	117	4	size	size	NOUN
ajst-28596	117	5	increases	increase	NOUN
ajst-28596	117	6	,	,	PUNCT
ajst-28596	117	7	ensuring	ensure	VERB
ajst-28596	117	8	efficient	efficient	ADJ
ajst-28596	117	9	operation	operation	NOUN
ajst-28596	117	10	and	and	CCONJ
ajst-28596	117	11	coordination	coordination	NOUN
ajst-28596	117	12	between	between	ADP
ajst-28596	117	13	more	more	ADJ
ajst-28596	117	14	flywheel	flywheel	NOUN
ajst-28596	117	15	units	unit	NOUN
ajst-28596	117	16	becomes	become	VERB
ajst-28596	117	17	more	more	ADV
ajst-28596	117	18	complex	complex	ADJ
ajst-28596	117	19	.	.	PUNCT
ajst-28596	118	1	while	while	SCONJ
ajst-28596	118	2	the	the	DET
ajst-28596	118	3	centralized	centralized	ADJ
ajst-28596	118	4	control	control	NOUN
ajst-28596	118	5	architecture	architecture	NOUN
ajst-28596	118	6	may	may	AUX
ajst-28596	118	7	have	have	VERB
ajst-28596	118	8	communication	communication	NOUN
ajst-28596	118	9	delays	delay	NOUN
ajst-28596	118	10	,	,	PUNCT
ajst-28596	118	11	distributed	distribute	VERB
ajst-28596	118	12	control	control	NOUN
ajst-28596	118	13	methods	method	NOUN
ajst-28596	118	14	require	require	VERB
ajst-28596	118	15	advanced	advanced	ADJ
ajst-28596	118	16	synchronization	synchronization	NOUN
ajst-28596	118	17	algorithms	algorithm	NOUN
ajst-28596	118	18	to	to	PART
ajst-28596	118	19	prevent	prevent	VERB
ajst-28596	118	20	inconsistencies	inconsistency	NOUN
ajst-28596	118	21	.	.	PUNCT
ajst-28596	119	1	second	second	ADJ
ajst-28596	119	2	,	,	PUNCT
ajst-28596	119	3	another	another	DET
ajst-28596	119	4	challenge	challenge	NOUN
ajst-28596	119	5	involves	involve	VERB
ajst-28596	119	6	minimizing	minimize	VERB
ajst-28596	119	7	energy	energy	NOUN
ajst-28596	119	8	loss	loss	NOUN
ajst-28596	119	9	,	,	PUNCT
ajst-28596	119	10	particularly	particularly	ADV
ajst-28596	119	11	friction	friction	NOUN
ajst-28596	119	12	and	and	CCONJ
ajst-28596	119	13	heat	heat	NOUN
ajst-28596	119	14	loss	loss	NOUN
ajst-28596	119	15	in	in	ADP
ajst-28596	119	16	a	a	DET
ajst-28596	119	17	high	high	ADJ
ajst-28596	119	18	-	-	PUNCT
ajst-28596	119	19	speed	speed	NOUN
ajst-28596	119	20	rotor	rotor	NOUN
ajst-28596	119	21	.	.	PUNCT
ajst-28596	120	1	while	while	SCONJ
ajst-28596	120	2	the	the	DET
ajst-28596	120	3	vacuum	vacuum	PROPN
ajst-28596	120	4	chamber	chamber	PROPN
ajst-28596	120	5	and	and	CCONJ
ajst-28596	120	6	advanced	advanced	ADJ
ajst-28596	120	7	bearings	bearing	NOUN
ajst-28596	120	8	help	help	VERB
ajst-28596	120	9	to	to	PART
ajst-28596	120	10	reduce	reduce	VERB
ajst-28596	120	11	these	these	DET
ajst-28596	120	12	losses	loss	NOUN
ajst-28596	120	13	,	,	PUNCT
ajst-28596	120	14	further	further	ADJ
ajst-28596	120	15	optimization	optimization	NOUN
ajst-28596	120	16	is	be	AUX
ajst-28596	120	17	needed	need	VERB
ajst-28596	120	18	to	to	PART
ajst-28596	120	19	improve	improve	VERB
ajst-28596	120	20	the	the	DET
ajst-28596	120	21	efficiency	efficiency	NOUN
ajst-28596	120	22	of	of	ADP
ajst-28596	120	23	the	the	DET
ajst-28596	120	24	overall	overall	ADJ
ajst-28596	120	25	system	system	NOUN
ajst-28596	120	26	.	.	PUNCT
ajst-28596	121	1	in	in	ADP
ajst-28596	121	2	addition	addition	NOUN
ajst-28596	121	3	,	,	PUNCT
ajst-28596	121	4	the	the	DET
ajst-28596	121	5	communication	communication	NOUN
ajst-28596	121	6	delay	delay	NOUN
ajst-28596	121	7	between	between	ADP
ajst-28596	121	8	the	the	DET
ajst-28596	121	9	controller	controller	NOUN
ajst-28596	121	10	modules	module	NOUN
ajst-28596	121	11	is	be	AUX
ajst-28596	121	12	also	also	ADV
ajst-28596	121	13	an	an	DET
ajst-28596	121	14	important	important	ADJ
ajst-28596	121	15	problem	problem	NOUN
ajst-28596	121	16	,	,	PUNCT
ajst-28596	121	17	especially	especially	ADV
ajst-28596	121	18	in	in	ADP
ajst-28596	121	19	distributed	distribute	VERB
ajst-28596	121	20	systems	system	NOUN
ajst-28596	121	21	.	.	PUNCT
ajst-28596	122	1	delayed	delay	VERB
ajst-28596	122	2	data	datum	NOUN
ajst-28596	122	3	exchange	exchange	NOUN
ajst-28596	122	4	affects	affect	VERB
ajst-28596	122	5	real	real	ADJ
ajst-28596	122	6	-	-	PUNCT
ajst-28596	122	7	time	time	NOUN
ajst-28596	122	8	decisions	decision	NOUN
ajst-28596	122	9	and	and	CCONJ
ajst-28596	122	10	reduces	reduce	VERB
ajst-28596	122	11	the	the	DET
ajst-28596	122	12	systems	system	NOUN
ajst-28596	122	13	ability	ability	NOUN
ajst-28596	122	14	to	to	PART
ajst-28596	122	15	respond	respond	VERB
ajst-28596	122	16	to	to	ADP
ajst-28596	122	17	sudden	sudden	ADJ
ajst-28596	122	18	demand	demand	NOUN
ajst-28596	122	19	changes	change	NOUN
ajst-28596	122	20	.	.	PUNCT
ajst-28596	123	1	addressing	address	VERB
ajst-28596	123	2	this	this	DET
ajst-28596	123	3	problem	problem	NOUN
ajst-28596	123	4	will	will	AUX
ajst-28596	123	5	require	require	VERB
ajst-28596	123	6	the	the	DET
ajst-28596	123	7	development	development	NOUN
ajst-28596	123	8	of	of	ADP
ajst-28596	123	9	faster	fast	ADJ
ajst-28596	123	10	and	and	CCONJ
ajst-28596	123	11	more	more	ADV
ajst-28596	123	12	reliable	reliable	ADJ
ajst-28596	123	13	communication	communication	NOUN
ajst-28596	123	14	protocols	protocol	NOUN
ajst-28596	123	15	.	.	PUNCT
ajst-28596	124	1	for	for	ADP
ajst-28596	124	2	the	the	DET
ajst-28596	124	3	future	future	ADJ
ajst-28596	124	4	studies	study	NOUN
ajst-28596	124	5	,	,	PUNCT
ajst-28596	124	6	there	there	PRON
ajst-28596	124	7	are	be	VERB
ajst-28596	124	8	mainly	mainly	ADV
ajst-28596	124	9	the	the	DET
ajst-28596	124	10	following	follow	VERB
ajst-28596	124	11	aspects	aspect	NOUN
ajst-28596	124	12	.	.	PUNCT
ajst-28596	125	1	first	first	ADV
ajst-28596	125	2	,	,	PUNCT
ajst-28596	125	3	the	the	DET
ajst-28596	125	4	integration	integration	NOUN
ajst-28596	125	5	of	of	ADP
ajst-28596	125	6	machine	machine	NOUN
ajst-28596	125	7	learning	learning	NOUN
ajst-28596	125	8	and	and	CCONJ
ajst-28596	125	9	ai	ai	VERB
ajst-28596	125	10	into	into	ADP
ajst-28596	125	11	the	the	DET
ajst-28596	125	12	flywheel	flywheel	NOUN
ajst-28596	125	13	controller	controller	NOUN
ajst-28596	125	14	array	array	NOUN
ajst-28596	125	15	is	be	AUX
ajst-28596	125	16	a	a	DET
ajst-28596	125	17	promising	promising	ADJ
ajst-28596	125	18	avenue	avenue	NOUN
ajst-28596	125	19	for	for	ADP
ajst-28596	125	20	improvement	improvement	NOUN
ajst-28596	125	21	.	.	PUNCT
ajst-28596	126	1	machine	machine	NOUN
ajst-28596	126	2	learning	learn	VERB
ajst-28596	126	3	algorithms	algorithm	NOUN
ajst-28596	126	4	can	can	AUX
ajst-28596	126	5	enhance	enhance	VERB
ajst-28596	126	6	predictive	predictive	ADJ
ajst-28596	126	7	maintenance	maintenance	NOUN
ajst-28596	126	8	by	by	ADP
ajst-28596	126	9	identifying	identify	VERB
ajst-28596	126	10	potential	potential	ADJ
ajst-28596	126	11	failures	failure	NOUN
ajst-28596	126	12	before	before	SCONJ
ajst-28596	126	13	they	they	PRON
ajst-28596	126	14	occur	occur	VERB
ajst-28596	126	15	,	,	PUNCT
ajst-28596	126	16	thereby	thereby	ADV
ajst-28596	126	17	minimizing	minimize	VERB
ajst-28596	126	18	downtime	downtime	NOUN
ajst-28596	126	19	and	and	CCONJ
ajst-28596	126	20	extending	extend	VERB
ajst-28596	126	21	the	the	DET
ajst-28596	126	22	service	service	NOUN
ajst-28596	126	23	life	life	NOUN
ajst-28596	126	24	of	of	ADP
ajst-28596	126	25	the	the	DET
ajst-28596	126	26	system	system	NOUN
ajst-28596	126	27	.	.	PUNCT
ajst-28596	127	1	these	these	DET
ajst-28596	127	2	algorithms	algorithm	NOUN
ajst-28596	127	3	can	can	AUX
ajst-28596	127	4	also	also	ADV
ajst-28596	127	5	optimize	optimize	VERB
ajst-28596	127	6	real	real	ADJ
ajst-28596	127	7	-	-	PUNCT
ajst-28596	127	8	time	time	NOUN
ajst-28596	127	9	operations	operation	NOUN
ajst-28596	127	10	by	by	ADP
ajst-28596	127	11	analyzing	analyze	VERB
ajst-28596	127	12	historical	historical	ADJ
ajst-28596	127	13	data	datum	NOUN
ajst-28596	127	14	and	and	CCONJ
ajst-28596	127	15	adapting	adapt	VERB
ajst-28596	127	16	to	to	ADP
ajst-28596	127	17	changing	change	VERB
ajst-28596	127	18	conditions	condition	NOUN
ajst-28596	127	19	.	.	PUNCT
ajst-28596	128	1	second	second	ADJ
ajst-28596	128	2	,	,	PUNCT
ajst-28596	128	3	advances	advance	NOUN
ajst-28596	128	4	in	in	ADP
ajst-28596	128	5	materials	material	NOUN
ajst-28596	128	6	science	science	NOUN
ajst-28596	128	7	provide	provide	VERB
ajst-28596	128	8	another	another	DET
ajst-28596	128	9	key	key	ADJ
ajst-28596	128	10	area	area	NOUN
ajst-28596	128	11	of	of	ADP
ajst-28596	128	12	research	research	NOUN
ajst-28596	128	13	.	.	PUNCT
ajst-28596	129	1	developing	develop	VERB
ajst-28596	129	2	lightweight	lightweight	ADJ
ajst-28596	129	3	,	,	PUNCT
ajst-28596	129	4	durable	durable	ADJ
ajst-28596	129	5	materials	material	NOUN
ajst-28596	129	6	for	for	ADP
ajst-28596	129	7	the	the	DET
ajst-28596	129	8	flywheel	flywheel	NOUN
ajst-28596	129	9	rotor	rotor	NOUN
ajst-28596	129	10	can	can	AUX
ajst-28596	129	11	significantly	significantly	ADV
ajst-28596	129	12	increase	increase	VERB
ajst-28596	129	13	energy	energy	NOUN
ajst-28596	129	14	density	density	NOUN
ajst-28596	129	15	and	and	CCONJ
ajst-28596	129	16	reduce	reduce	VERB
ajst-28596	129	17	mechanical	mechanical	ADJ
ajst-28596	129	18	wear	wear	NOUN
ajst-28596	129	19	.	.	PUNCT
ajst-28596	130	1	materials	material	NOUN
ajst-28596	130	2	such	such	ADJ
ajst-28596	130	3	as	as	ADP
ajst-28596	130	4	carbon	carbon	NOUN
ajst-28596	130	5	fiber	fiber	NOUN
ajst-28596	130	6	composites	composite	NOUN
ajst-28596	130	7	and	and	CCONJ
ajst-28596	130	8	high	high	ADJ
ajst-28596	130	9	strength	strength	NOUN
ajst-28596	130	10	alloys	alloy	NOUN
ajst-28596	130	11	have	have	AUX
ajst-28596	130	12	shown	show	VERB
ajst-28596	130	13	potential	potential	NOUN
ajst-28596	130	14	,	,	PUNCT
ajst-28596	130	15	but	but	CCONJ
ajst-28596	130	16	further	further	ADJ
ajst-28596	130	17	innovations	innovation	NOUN
ajst-28596	130	18	are	be	AUX
ajst-28596	130	19	needed	need	VERB
ajst-28596	130	20	to	to	PART
ajst-28596	130	21	make	make	VERB
ajst-28596	130	22	cost	cost	NOUN
ajst-28596	130	23	-	-	PUNCT
ajst-28596	130	24	effective	effective	ADJ
ajst-28596	130	25	widespread	widespread	ADJ
ajst-28596	130	26	adoption	adoption	NOUN
ajst-28596	130	27	of	of	ADP
ajst-28596	130	28	these	these	DET
ajst-28596	130	29	solutions	solution	NOUN
ajst-28596	130	30	.	.	PUNCT
ajst-28596	131	1	third	third	ADJ
ajst-28596	131	2	,	,	PUNCT
ajst-28596	131	3	the	the	DET
ajst-28596	131	4	integration	integration	NOUN
ajst-28596	131	5	of	of	ADP
ajst-28596	131	6	flywheel	flywheel	NOUN
ajst-28596	131	7	arrays	array	NOUN
ajst-28596	131	8	with	with	ADP
ajst-28596	131	9	other	other	ADJ
ajst-28596	131	10	energy	energy	NOUN
ajst-28596	131	11	storage	storage	NOUN
ajst-28596	131	12	technologies	technology	NOUN
ajst-28596	131	13	,	,	PUNCT
ajst-28596	131	14	such	such	ADJ
ajst-28596	131	15	as	as	ADP
ajst-28596	131	16	batteries	battery	NOUN
ajst-28596	131	17	and	and	CCONJ
ajst-28596	131	18	hyperapacitors	hyperapacitor	NOUN
ajst-28596	131	19	,	,	PUNCT
ajst-28596	131	20	is	be	AUX
ajst-28596	131	21	an	an	DET
ajst-28596	131	22	exciting	exciting	ADJ
ajst-28596	131	23	direction	direction	NOUN
ajst-28596	131	24	for	for	ADP
ajst-28596	131	25	hybrid	hybrid	NOUN
ajst-28596	131	26	systems	system	NOUN
ajst-28596	131	27	.	.	PUNCT
ajst-28596	132	1	these	these	DET
ajst-28596	132	2	combinations	combination	NOUN
ajst-28596	132	3	can	can	AUX
ajst-28596	132	4	take	take	VERB
ajst-28596	132	5	advantage	advantage	NOUN
ajst-28596	132	6	of	of	ADP
ajst-28596	132	7	each	each	DET
ajst-28596	132	8	technology	technology	NOUN
ajst-28596	132	9	—	—	PUNCT
ajst-28596	132	10	—	—	PUNCT
ajst-28596	132	11	the	the	DET
ajst-28596	132	12	fast	fast	ADJ
ajst-28596	132	13	response	response	NOUN
ajst-28596	132	14	time	time	NOUN
ajst-28596	132	15	of	of	ADP
ajst-28596	132	16	the	the	DET
ajst-28596	132	17	flywheel	flywheel	NOUN
ajst-28596	132	18	,	,	PUNCT
ajst-28596	132	19	the	the	DET
ajst-28596	132	20	high	high	ADJ
ajst-28596	132	21	energy	energy	NOUN
ajst-28596	132	22	density	density	NOUN
ajst-28596	132	23	of	of	ADP
ajst-28596	132	24	the	the	DET
ajst-28596	132	25	battery	battery	NOUN
ajst-28596	132	26	,	,	PUNCT
ajst-28596	132	27	and	and	CCONJ
ajst-28596	132	28	the	the	DET
ajst-28596	132	29	special	special	ADJ
ajst-28596	132	30	recycling	recycling	NOUN
ajst-28596	132	31	capacity	capacity	NOUN
ajst-28596	132	32	of	of	ADP
ajst-28596	132	33	the	the	DET
ajst-28596	132	34	supercapacitors	supercapacitor	NOUN
ajst-28596	132	35	—	—	PUNCT
ajst-28596	132	36	—	—	PUNCT
ajst-28596	132	37	to	to	PART
ajst-28596	132	38	create	create	VERB
ajst-28596	132	39	a	a	DET
ajst-28596	132	40	collaborative	collaborative	ADJ
ajst-28596	132	41	solution	solution	NOUN
ajst-28596	132	42	for	for	ADP
ajst-28596	132	43	grid	grid	NOUN
ajst-28596	132	44	-	-	PUNCT
ajst-28596	132	45	scale	scale	NOUN
ajst-28596	132	46	energy	energy	NOUN
ajst-28596	132	47	storage	storage	NOUN
ajst-28596	132	48	.	.	PUNCT
ajst-28596	133	1	finally	finally	ADV
ajst-28596	133	2	,	,	PUNCT
ajst-28596	133	3	advances	advance	NOUN
ajst-28596	133	4	in	in	ADP
ajst-28596	133	5	power	power	NOUN
ajst-28596	133	6	electronics	electronic	NOUN
ajst-28596	133	7	technology	technology	NOUN
ajst-28596	133	8	and	and	CCONJ
ajst-28596	133	9	grid	grid	NOUN
ajst-28596	133	10	interface	interface	NOUN
ajst-28596	133	11	technology	technology	NOUN
ajst-28596	133	12	will	will	AUX
ajst-28596	133	13	seamlessly	seamlessly	ADV
ajst-28596	133	14	integrate	integrate	VERB
ajst-28596	133	15	the	the	DET
ajst-28596	133	16	flywheel	flywheel	NOUN
ajst-28596	133	17	systemssuccess	systemssuccess	NOUN
ajst-28596	133	18	is	be	AUX
ajst-28596	133	19	crucial	crucial	ADJ
ajst-28596	133	20	in	in	ADP
ajst-28596	133	21	the	the	DET
ajst-28596	133	22	modern	modern	ADJ
ajst-28596	133	23	smart	smart	ADJ
ajst-28596	133	24	grid	grid	NOUN
ajst-28596	133	25	.	.	PUNCT
ajst-28596	134	1	the	the	DET
ajst-28596	134	2	research	research	NOUN
ajst-28596	134	3	should	should	AUX
ajst-28596	134	4	focus	focus	VERB
ajst-28596	134	5	on	on	ADP
ajst-28596	134	6	improving	improve	VERB
ajst-28596	134	7	the	the	DET
ajst-28596	134	8	inverter	inverter	ADJ
ajst-28596	134	9	efficiency	efficiency	NOUN
ajst-28596	134	10	,	,	PUNCT
ajst-28596	134	11	reducing	reduce	VERB
ajst-28596	134	12	the	the	DET
ajst-28596	134	13	harmonic	harmonic	ADJ
ajst-28596	134	14	distortion	distortion	NOUN
ajst-28596	134	15	,	,	PUNCT
ajst-28596	134	16	and	and	CCONJ
ajst-28596	134	17	maximizing	maximize	VERB
ajst-28596	134	18	the	the	DET
ajst-28596	134	19	power	power	NOUN
ajst-28596	134	20	grid	grid	NOUN
ajst-28596	134	21	support	support	NOUN
ajst-28596	134	22	capacity	capacity	NOUN
ajst-28596	134	23	.	.	PUNCT
ajst-28596	135	1	addressing	address	VERB
ajst-28596	135	2	these	these	DET
ajst-28596	135	3	challenges	challenge	NOUN
ajst-28596	135	4	and	and	CCONJ
ajst-28596	135	5	pursuing	pursue	VERB
ajst-28596	135	6	these	these	DET
ajst-28596	135	7	research	research	NOUN
ajst-28596	135	8	opportunities	opportunity	NOUN
ajst-28596	135	9	will	will	AUX
ajst-28596	135	10	pave	pave	VERB
ajst-28596	135	11	the	the	DET
ajst-28596	135	12	way	way	NOUN
ajst-28596	135	13	for	for	ADP
ajst-28596	135	14	the	the	DET
ajst-28596	135	15	next	next	ADJ
ajst-28596	135	16	generation	generation	NOUN
ajst-28596	135	17	of	of	ADP
ajst-28596	135	18	flywheel	flywheel	NOUN
ajst-28596	135	19	energy	energy	NOUN
ajst-28596	135	20	storage	storage	NOUN
ajst-28596	135	21	systems	system	NOUN
ajst-28596	135	22	.	.	PUNCT
ajst-28596	136	1	by	by	ADP
ajst-28596	136	2	overcoming	overcome	VERB
ajst-28596	136	3	technological	technological	ADJ
ajst-28596	136	4	and	and	CCONJ
ajst-28596	136	5	economic	economic	ADJ
ajst-28596	136	6	barriers	barrier	NOUN
ajst-28596	136	7	,	,	PUNCT
ajst-28596	136	8	these	these	DET
ajst-28596	136	9	systems	system	NOUN
ajst-28596	136	10	can	can	AUX
ajst-28596	136	11	be	be	AUX
ajst-28596	136	12	transformative	transformative	ADJ
ajst-28596	136	13	in	in	ADP
ajst-28596	136	14	achieving	achieve	VERB
ajst-28596	136	15	a	a	DET
ajst-28596	136	16	sustainable	sustainable	ADJ
ajst-28596	136	17	and	and	CCONJ
ajst-28596	136	18	resilient	resilient	ADJ
ajst-28596	136	19	energy	energy	NOUN
ajst-28596	136	20	future	future	NOUN
ajst-28596	136	21	6	6	NUM
ajst-28596	136	22	.	.	PUNCT
ajst-28596	137	1	conclusion	conclusion	VERB
ajst-28596	137	2	the	the	DET
ajst-28596	137	3	development	development	NOUN
ajst-28596	137	4	of	of	ADP
ajst-28596	137	5	the	the	DET
ajst-28596	137	6	flywheel	flywheel	NOUN
ajst-28596	137	7	controller	controller	NOUN
ajst-28596	137	8	array	array	NOUN
ajst-28596	137	9	marks	mark	VERB
ajst-28596	137	10	an	an	DET
ajst-28596	137	11	important	important	ADJ
ajst-28596	137	12	milestone	milestone	NOUN
ajst-28596	137	13	in	in	ADP
ajst-28596	137	14	the	the	DET
ajst-28596	137	15	development	development	NOUN
ajst-28596	137	16	of	of	ADP
ajst-28596	137	17	energy	energy	NOUN
ajst-28596	137	18	storage	storage	NOUN
ajst-28596	137	19	systems	system	NOUN
ajst-28596	137	20	.	.	PUNCT
ajst-28596	138	1	these	these	PRON
ajst-28596	138	2	arrays	array	VERB
ajst-28596	138	3	enable	enable	ADJ
ajst-28596	138	4	seamless	seamless	ADJ
ajst-28596	138	5	coordination	coordination	NOUN
ajst-28596	138	6	of	of	ADP
ajst-28596	138	7	multiple	multiple	ADJ
ajst-28596	138	8	flywheel	flywheel	NOUN
ajst-28596	138	9	units	unit	NOUN
ajst-28596	138	10	,	,	PUNCT
ajst-28596	138	11	facilitating	facilitate	VERB
ajst-28596	138	12	scalable	scalable	ADJ
ajst-28596	138	13	,	,	PUNCT
ajst-28596	138	14	efficient	efficient	ADJ
ajst-28596	138	15	and	and	CCONJ
ajst-28596	138	16	reliable	reliable	ADJ
ajst-28596	138	17	energy	energy	NOUN
ajst-28596	138	18	storage	storage	NOUN
ajst-28596	138	19	solutions	solution	NOUN
ajst-28596	138	20	that	that	PRON
ajst-28596	138	21	are	be	AUX
ajst-28596	138	22	particularly	particularly	ADV
ajst-28596	138	23	suited	suit	VERB
ajst-28596	138	24	to	to	ADP
ajst-28596	138	25	the	the	DET
ajst-28596	138	26	needs	need	NOUN
ajst-28596	138	27	of	of	ADP
ajst-28596	138	28	modern	modern	ADJ
ajst-28596	138	29	power	power	NOUN
ajst-28596	138	30	systems	system	NOUN
ajst-28596	138	31	.	.	PUNCT
ajst-28596	139	1	by	by	ADP
ajst-28596	139	2	leveraging	leverage	VERB
ajst-28596	139	3	advanced	advanced	ADJ
ajst-28596	139	4	control	control	NOUN
ajst-28596	139	5	strategies	strategy	NOUN
ajst-28596	139	6	such	such	ADJ
ajst-28596	139	7	as	as	ADP
ajst-28596	139	8	a	a	DET
ajst-28596	139	9	hybrid	hybrid	ADJ
ajst-28596	139	10	approach	approach	NOUN
ajst-28596	139	11	combining	combine	VERB
ajst-28596	139	12	pid	pid	PROPN
ajst-28596	139	13	,	,	PUNCT
ajst-28596	139	14	mpc	mpc	PROPN
ajst-28596	139	15	,	,	PUNCT
ajst-28596	139	16	and	and	CCONJ
ajst-28596	139	17	fuzzy	fuzzy	ADJ
ajst-28596	139	18	logic	logic	NOUN
ajst-28596	139	19	,	,	PUNCT
ajst-28596	139	20	the	the	DET
ajst-28596	139	21	flywheel	flywheel	NOUN
ajst-28596	139	22	controller	controller	NOUN
ajst-28596	139	23	arrays	array	VERB
ajst-28596	139	24	can	can	AUX
ajst-28596	139	25	achieve	achieve	VERB
ajst-28596	139	26	superior	superior	ADJ
ajst-28596	139	27	performance	performance	NOUN
ajst-28596	139	28	in	in	ADP
ajst-28596	139	29	managing	manage	VERB
ajst-28596	139	30	energy	energy	NOUN
ajst-28596	139	31	flows	flow	NOUN
ajst-28596	139	32	,	,	PUNCT
ajst-28596	139	33	quickly	quickly	ADV
ajst-28596	139	34	responding	respond	VERB
ajst-28596	139	35	to	to	ADP
ajst-28596	139	36	dynamic	dynamic	ADJ
ajst-28596	139	37	load	load	NOUN
ajst-28596	139	38	changes	change	NOUN
ajst-28596	139	39	,	,	PUNCT
ajst-28596	139	40	and	and	CCONJ
ajst-28596	139	41	maintaining	maintain	VERB
ajst-28596	139	42	grid	grid	NOUN
ajst-28596	139	43	stability	stability	NOUN
ajst-28596	139	44	.	.	PUNCT
ajst-28596	140	1	one	one	NUM
ajst-28596	140	2	of	of	ADP
ajst-28596	140	3	the	the	DET
ajst-28596	140	4	key	key	ADJ
ajst-28596	140	5	contributions	contribution	NOUN
ajst-28596	140	6	of	of	ADP
ajst-28596	140	7	the	the	DET
ajst-28596	140	8	flywheel	flywheel	NOUN
ajst-28596	140	9	controller	controller	NOUN
ajst-28596	140	10	arrays	array	VERB
ajst-28596	140	11	is	be	AUX
ajst-28596	140	12	their	their	PRON
ajst-28596	140	13	ability	ability	NOUN
ajst-28596	140	14	to	to	PART
ajst-28596	140	15	support	support	VERB
ajst-28596	140	16	the	the	DET
ajst-28596	140	17	integration	integration	NOUN
ajst-28596	140	18	of	of	ADP
ajst-28596	140	19	renewable	renewable	ADJ
ajst-28596	140	20	energy	energy	NOUN
ajst-28596	140	21	into	into	ADP
ajst-28596	140	22	the	the	DET
ajst-28596	140	23	grid	grid	NOUN
ajst-28596	140	24	.	.	PUNCT
ajst-28596	141	1	with	with	ADP
ajst-28596	141	2	the	the	DET
ajst-28596	141	3	inherent	inherent	ADJ
ajst-28596	141	4	intermittency	intermittency	NOUN
ajst-28596	141	5	of	of	ADP
ajst-28596	141	6	solar	solar	ADJ
ajst-28596	141	7	and	and	CCONJ
ajst-28596	141	8	wind	wind	NOUN
ajst-28596	141	9	power	power	NOUN
ajst-28596	141	10	,	,	PUNCT
ajst-28596	141	11	the	the	DET
ajst-28596	141	12	need	need	NOUN
ajst-28596	141	13	for	for	ADP
ajst-28596	141	14	powerful	powerful	ADJ
ajst-28596	141	15	energy	energy	NOUN
ajst-28596	141	16	storage	storage	NOUN
ajst-28596	141	17	solutions	solution	NOUN
ajst-28596	141	18	has	have	AUX
ajst-28596	141	19	become	become	VERB
ajst-28596	141	20	increasingly	increasingly	ADV
ajst-28596	141	21	urgent	urgent	ADJ
ajst-28596	141	22	.	.	PUNCT
ajst-28596	142	1	with	with	ADP
ajst-28596	142	2	rapid	rapid	ADJ
ajst-28596	142	3	response	response	NOUN
ajst-28596	142	4	times	time	NOUN
ajst-28596	142	5	,	,	PUNCT
ajst-28596	142	6	high	high	ADJ
ajst-28596	142	7	efficiency	efficiency	NOUN
ajst-28596	142	8	,	,	PUNCT
ajst-28596	142	9	and	and	CCONJ
ajst-28596	142	10	extended	extended	ADJ
ajst-28596	142	11	longevity	longevity	NOUN
ajst-28596	142	12	,	,	PUNCT
ajst-28596	142	13	the	the	DET
ajst-28596	142	14	flywheel	flywheel	NOUN
ajst-28596	142	15	array	array	NOUN
ajst-28596	142	16	provides	provide	VERB
ajst-28596	142	17	an	an	DET
ajst-28596	142	18	effective	effective	ADJ
ajst-28596	142	19	way	way	NOUN
ajst-28596	142	20	to	to	PART
ajst-28596	142	21	bridge	bridge	VERB
ajst-28596	142	22	the	the	DET
ajst-28596	142	23	gap	gap	NOUN
ajst-28596	142	24	between	between	ADP
ajst-28596	142	25	variable	variable	ADJ
ajst-28596	142	26	energy	energy	NOUN
ajst-28596	142	27	generation	generation	NOUN
ajst-28596	142	28	and	and	CCONJ
ajst-28596	142	29	stable	stable	ADJ
ajst-28596	142	30	demand	demand	NOUN
ajst-28596	142	31	.	.	PUNCT
ajst-28596	143	1	moreover	moreover	ADV
ajst-28596	143	2	,	,	PUNCT
ajst-28596	143	3	their	their	PRON
ajst-28596	143	4	ability	ability	NOUN
ajst-28596	143	5	to	to	PART
ajst-28596	143	6	provide	provide	VERB
ajst-28596	143	7	ancillary	ancillary	ADJ
ajst-28596	143	8	grid	grid	NOUN
ajst-28596	143	9	services	service	NOUN
ajst-28596	143	10	,	,	PUNCT
ajst-28596	143	11	such	such	ADJ
ajst-28596	143	12	as	as	ADP
ajst-28596	143	13	frequency	frequency	NOUN
ajst-28596	143	14	regulation	regulation	NOUN
ajst-28596	143	15	and	and	CCONJ
ajst-28596	143	16	voltage	voltage	NOUN
ajst-28596	143	17	stability	stability	NOUN
ajst-28596	143	18	,	,	PUNCT
ajst-28596	143	19	improves	improve	VERB
ajst-28596	143	20	the	the	DET
ajst-28596	143	21	overall	overall	ADJ
ajst-28596	143	22	reliability	reliability	NOUN
ajst-28596	143	23	and	and	CCONJ
ajst-28596	143	24	resilience	resilience	NOUN
ajst-28596	143	25	of	of	ADP
ajst-28596	143	26	the	the	DET
ajst-28596	143	27	energy	energy	NOUN
ajst-28596	143	28	infrastructure	infrastructure	NOUN
ajst-28596	143	29	.	.	PUNCT
ajst-28596	144	1	despite	despite	SCONJ
ajst-28596	144	2	their	their	PRON
ajst-28596	144	3	many	many	ADJ
ajst-28596	144	4	advantages	advantage	NOUN
ajst-28596	144	5	,	,	PUNCT
ajst-28596	144	6	there	there	PRON
ajst-28596	144	7	remain	remain	VERB
ajst-28596	144	8	challenges	challenge	NOUN
ajst-28596	144	9	in	in	ADP
ajst-28596	144	10	achieving	achieve	VERB
ajst-28596	144	11	widespread	widespread	ADJ
ajst-28596	144	12	adoption	adoption	NOUN
ajst-28596	144	13	.	.	PUNCT
ajst-28596	145	1	scalability	scalability	NOUN
ajst-28596	145	2	remains	remain	VERB
ajst-28596	145	3	a	a	DET
ajst-28596	145	4	key	key	ADJ
ajst-28596	145	5	area	area	NOUN
ajst-28596	145	6	of	of	ADP
ajst-28596	145	7	focus	focus	NOUN
ajst-28596	145	8	,	,	PUNCT
ajst-28596	145	9	requiring	require	VERB
ajst-28596	145	10	innovations	innovation	NOUN
ajst-28596	145	11	in	in	ADP
ajst-28596	145	12	centralized	centralized	ADJ
ajst-28596	145	13	and	and	CCONJ
ajst-28596	145	14	distributed	distribute	VERB
ajst-28596	145	15	control	control	NOUN
ajst-28596	145	16	architectures	architecture	NOUN
ajst-28596	145	17	to	to	PART
ajst-28596	145	18	effectively	effectively	ADV
ajst-28596	145	19	manage	manage	VERB
ajst-28596	145	20	larger	large	ADJ
ajst-28596	145	21	arrays	array	NOUN
ajst-28596	145	22	.	.	PUNCT
ajst-28596	146	1	communication	communication	NOUN
ajst-28596	146	2	between	between	ADP
ajst-28596	146	3	modules	module	NOUN
ajst-28596	146	4	and	and	CCONJ
ajst-28596	146	5	delays	delay	NOUN
ajst-28596	146	6	in	in	ADP
ajst-28596	146	7	synchronization	synchronization	NOUN
ajst-28596	146	8	must	must	AUX
ajst-28596	146	9	be	be	AUX
ajst-28596	146	10	minimized	minimize	VERB
ajst-28596	146	11	to	to	PART
ajst-28596	146	12	maintain	maintain	VERB
ajst-28596	146	13	the	the	DET
ajst-28596	146	14	system	system	NOUN
ajst-28596	146	15	responsiveness	responsiveness	NOUN
ajst-28596	146	16	.	.	PUNCT
ajst-28596	147	1	furthermore	furthermore	ADV
ajst-28596	147	2	,	,	PUNCT
ajst-28596	147	3	the	the	DET
ajst-28596	147	4	energy	energy	NOUN
ajst-28596	147	5	loss	loss	NOUN
ajst-28596	147	6	due	due	ADP
ajst-28596	147	7	to	to	ADP
ajst-28596	147	8	friction	friction	NOUN
ajst-28596	147	9	and	and	CCONJ
ajst-28596	147	10	heat	heat	NOUN
ajst-28596	147	11	,	,	PUNCT
ajst-28596	147	12	although	although	SCONJ
ajst-28596	147	13	having	having	AUX
ajst-28596	147	14	been	be	AUX
ajst-28596	147	15	mitigated	mitigate	VERB
ajst-28596	147	16	by	by	ADP
ajst-28596	147	17	advanced	advanced	ADJ
ajst-28596	147	18	materials	material	NOUN
ajst-28596	147	19	and	and	CCONJ
ajst-28596	147	20	vacuum	vacuum	NOUN
ajst-28596	147	21	chambers	chamber	NOUN
ajst-28596	147	22	,	,	PUNCT
ajst-28596	147	23	requires	require	VERB
ajst-28596	147	24	further	further	ADJ
ajst-28596	147	25	optimization	optimization	NOUN
ajst-28596	147	26	to	to	PART
ajst-28596	147	27	maximize	maximize	VERB
ajst-28596	147	28	efficiency	efficiency	NOUN
ajst-28596	147	29	.	.	PUNCT
ajst-28596	148	1	future	future	ADJ
ajst-28596	148	2	studies	study	NOUN
ajst-28596	148	3	must	must	AUX
ajst-28596	148	4	prioritize	prioritize	VERB
ajst-28596	148	5	integration	integration	NOUN
ajst-28596	148	6	of	of	ADP
ajst-28596	148	7	machine	machine	NOUN
ajst-28596	148	8	learning	learn	VERB
ajst-28596	148	9	for	for	ADP
ajst-28596	148	10	predictive	predictive	ADJ
ajst-28596	148	11	maintenance	maintenance	NOUN
ajst-28596	148	12	and	and	CCONJ
ajst-28596	148	13	real	real	ADJ
ajst-28596	148	14	-	-	PUNCT
ajst-28596	148	15	time	time	NOUN
ajst-28596	148	16	optimization	optimization	NOUN
ajst-28596	148	17	,	,	PUNCT
ajst-28596	148	18	development	development	NOUN
ajst-28596	148	19	of	of	ADP
ajst-28596	148	20	advanced	advanced	ADJ
ajst-28596	148	21	lightweight	lightweight	ADJ
ajst-28596	148	22	materials	material	NOUN
ajst-28596	148	23	to	to	PART
ajst-28596	148	24	improve	improve	VERB
ajst-28596	148	25	energy	energy	NOUN
ajst-28596	148	26	density	density	NOUN
ajst-28596	148	27	,	,	PUNCT
ajst-28596	148	28	and	and	CCONJ
ajst-28596	148	29	exploration	exploration	NOUN
ajst-28596	148	30	of	of	ADP
ajst-28596	148	31	hybrid	hybrid	ADJ
ajst-28596	148	32	power	power	NOUN
ajst-28596	148	33	systems	system	NOUN
ajst-28596	148	34	that	that	PRON
ajst-28596	148	35	combine	combine	VERB
ajst-28596	148	36	flywheel	flywheel	NOUN
ajst-28596	148	37	arrays	array	NOUN
ajst-28596	148	38	with	with	ADP
ajst-28596	148	39	batteries	battery	NOUN
ajst-28596	148	40	and	and	CCONJ
ajst-28596	148	41	supercapacitors	supercapacitor	NOUN
ajst-28596	148	42	.	.	PUNCT
ajst-28596	149	1	these	these	DET
ajst-28596	149	2	advances	advance	NOUN
ajst-28596	149	3	will	will	AUX
ajst-28596	149	4	not	not	PART
ajst-28596	149	5	only	only	ADV
ajst-28596	149	6	address	address	VERB
ajst-28596	149	7	the	the	DET
ajst-28596	149	8	existing	exist	VERB
ajst-28596	149	9	limitations	limitation	NOUN
ajst-28596	149	10	,	,	PUNCT
ajst-28596	149	11	but	but	CCONJ
ajst-28596	149	12	will	will	AUX
ajst-28596	149	13	also	also	ADV
ajst-28596	149	14	provide	provide	VERB
ajst-28596	149	15	new	new	ADJ
ajst-28596	149	16	aircraft	aircraft	NOUN
ajst-28596	149	17	for	for	ADP
ajst-28596	149	18	the	the	DET
ajst-28596	149	19	large	large	ADJ
ajst-28596	149	20	-	-	PUNCT
ajst-28596	149	21	scale	scale	NOUN
ajst-28596	149	22	deployment	deployment	NOUN
ajst-28596	149	23	of	of	ADP
ajst-28596	149	24	flywheel	flywheel	NOUN
ajst-28596	149	25	energy	energy	NOUN
ajst-28596	149	26	storage	storage	NOUN
ajst-28596	149	27	systems	system	NOUN
ajst-28596	149	28	in	in	ADP
ajst-28596	149	29	summary	summary	NOUN
ajst-28596	149	30	,	,	PUNCT
ajst-28596	149	31	the	the	DET
ajst-28596	149	32	flywheel	flywheel	NOUN
ajst-28596	149	33	controller	controller	NOUN
ajst-28596	149	34	array	array	NOUN
ajst-28596	149	35	represents	represent	VERB
ajst-28596	149	36	a	a	DET
ajst-28596	149	37	transformative	transformative	ADJ
ajst-28596	149	38	technology	technology	NOUN
ajst-28596	149	39	with	with	ADP
ajst-28596	149	40	the	the	DET
ajst-28596	149	41	potential	potential	NOUN
ajst-28596	149	42	to	to	PART
ajst-28596	149	43	revolutionize	revolutionize	VERB
ajst-28596	149	44	energy	energy	NOUN
ajst-28596	149	45	storage	storage	NOUN
ajst-28596	149	46	and	and	CCONJ
ajst-28596	149	47	support	support	VERB
ajst-28596	149	48	the	the	DET
ajst-28596	149	49	transition	transition	NOUN
ajst-28596	149	50	to	to	ADP
ajst-28596	149	51	a	a	DET
ajst-28596	149	52	sustainable	sustainable	ADJ
ajst-28596	149	53	and	and	CCONJ
ajst-28596	149	54	resilient	resilient	ADJ
ajst-28596	149	55	energy	energy	NOUN
ajst-28596	149	56	future	future	NOUN
ajst-28596	149	57	.	.	PUNCT
ajst-28596	150	1	through	through	ADP
ajst-28596	150	2	continuous	continuous	ADJ
ajst-28596	150	3	innovation	innovation	NOUN
ajst-28596	150	4	and	and	CCONJ
ajst-28596	150	5	collaboration	collaboration	NOUN
ajst-28596	150	6	across	across	ADP
ajst-28596	150	7	disciplines	discipline	NOUN
ajst-28596	150	8	,	,	PUNCT
ajst-28596	150	9	this	this	DET
ajst-28596	150	10	technology	technology	NOUN
ajst-28596	150	11	can	can	AUX
ajst-28596	150	12	be	be	AUX
ajst-28596	150	13	a	a	DET
ajst-28596	150	14	cornerstone	cornerstone	NOUN
ajst-28596	150	15	of	of	ADP
ajst-28596	150	16	a	a	DET
ajst-28596	150	17	modern	modern	ADJ
ajst-28596	150	18	energy	energy	NOUN
ajst-28596	150	19	ecosystem	ecosystem	NOUN
ajst-28596	150	20	.	.	PUNCT
ajst-28596	151	1	acknowledgements	acknowledgement	NOUN
ajst-28596	151	2	this	this	DET
ajst-28596	151	3	work	work	NOUN
ajst-28596	151	4	was	be	AUX
ajst-28596	151	5	supported	support	VERB
ajst-28596	151	6	in	in	ADP
ajst-28596	151	7	part	part	NOUN
ajst-28596	151	8	by	by	ADP
ajst-28596	151	9	the	the	DET
ajst-28596	151	10	s&t	s&t	PROPN
ajst-28596	151	11	major	major	ADJ
ajst-28596	151	12	program	program	NOUN
ajst-28596	151	13	of	of	ADP
ajst-28596	151	14	inner	inner	PROPN
ajst-28596	151	15	mongolia	mongolia	PROPN
ajst-28596	151	16	autonomous	autonomous	PROPN
ajst-28596	151	17	region	region	PROPN
ajst-28596	151	18	in	in	ADP
ajst-28596	151	19	china	china	PROPN
ajst-28596	151	20	under	under	ADP
ajst-28596	151	21	grant	grant	PROPN
ajst-28596	151	22	2020zd0014	2020zd0014	PROPN
ajst-28596	151	23	,	,	PUNCT
ajst-28596	151	24	in	in	ADP
ajst-28596	151	25	part	part	NOUN
ajst-28596	151	26	by	by	ADP
ajst-28596	151	27	the	the	DET
ajst-28596	151	28	program	program	NOUN
ajst-28596	151	29	for	for	ADP
ajst-28596	151	30	young	young	ADJ
ajst-28596	151	31	talents	talent	NOUN
ajst-28596	151	32	of	of	ADP
ajst-28596	151	33	science	science	NOUN
ajst-28596	151	34	and	and	CCONJ
ajst-28596	151	35	technology	technology	NOUN
ajst-28596	151	36	in	in	ADP
ajst-28596	151	37	universities	university	NOUN
ajst-28596	151	38	of	of	ADP
ajst-28596	151	39	inner	inner	PROPN
ajst-28596	151	40	mongolia	mongolia	PROPN
ajst-28596	151	41	autonomous	autonomous	PROPN
ajst-28596	151	42	region	region	PROPN
ajst-28596	151	43	in	in	ADP
ajst-28596	151	44	china	china	PROPN
ajst-28596	151	45	under	under	ADP
ajst-28596	151	46	grant	grant	PROPN
ajst-28596	151	47	njyt22116	njyt22116	PROPN
ajst-28596	151	48	,	,	PUNCT
ajst-28596	151	49	by	by	ADP
ajst-28596	151	50	the	the	DET
ajst-28596	151	51	research	research	NOUN
ajst-28596	151	52	program	program	NOUN
ajst-28596	151	53	of	of	ADP
ajst-28596	151	54	science	science	NOUN
ajst-28596	151	55	and	and	CCONJ
ajst-28596	151	56	technology	technology	NOUN
ajst-28596	151	57	at	at	ADP
ajst-28596	151	58	universities	university	NOUN
ajst-28596	151	59	of	of	ADP
ajst-28596	151	60	inner	inner	PROPN
ajst-28596	151	61	mongolia	mongolia	PROPN
ajst-28596	151	62	autonomous	autonomous	ADJ
ajst-28596	151	63	90	90	NUM
ajst-28596	151	64	region	region	NOUN
ajst-28596	151	65	in	in	ADP
ajst-28596	151	66	china	china	PROPN
ajst-28596	151	67	under	under	ADP
ajst-28596	151	68	grant	grant	NOUN
ajst-28596	151	69	njzz22302	njzz22302	PROPN
ajst-28596	151	70	and	and	CCONJ
ajst-28596	151	71	njzz23096	njzz23096	PROPN
ajst-28596	151	72	,	,	PUNCT
ajst-28596	151	73	in	in	ADP
ajst-28596	151	74	part	part	NOUN
ajst-28596	151	75	by	by	ADP
ajst-28596	151	76	the	the	DET
ajst-28596	151	77	research	research	NOUN
ajst-28596	151	78	program	program	NOUN
ajst-28596	151	79	of	of	ADP
ajst-28596	151	80	doctoral	doctoral	ADJ
ajst-28596	151	81	innovation	innovation	NOUN
ajst-28596	151	82	science	science	NOUN
ajst-28596	151	83	and	and	CCONJ
ajst-28596	151	84	technology	technology	NOUN
ajst-28596	151	85	fund	fund	NOUN
ajst-28596	151	86	at	at	ADP
ajst-28596	151	87	jining	jine	VERB
ajst-28596	151	88	normal	normal	ADJ
ajst-28596	151	89	university	university	NOUN
ajst-28596	151	90	in	in	ADP
ajst-28596	151	91	china	china	PROPN
ajst-28596	151	92	under	under	ADP
ajst-28596	151	93	grant	grant	NOUN
ajst-28596	151	94	jsbsjj2338	jsbsjj2338	PROPN
ajst-28596	151	95	and	and	CCONJ
ajst-28596	151	96	jsbsjj2340	jsbsjj2340	PROPN
ajst-28596	151	97	,	,	PUNCT
ajst-28596	151	98	and	and	CCONJ
ajst-28596	151	99	in	in	ADP
ajst-28596	151	100	part	part	NOUN
ajst-28596	151	101	by	by	ADP
ajst-28596	151	102	the	the	DET
ajst-28596	151	103	research	research	NOUN
ajst-28596	151	104	program	program	NOUN
ajst-28596	151	105	of	of	ADP
ajst-28596	151	106	science	science	NOUN
ajst-28596	151	107	and	and	CCONJ
ajst-28596	151	108	technology	technology	NOUN
ajst-28596	151	109	at	at	ADP
ajst-28596	151	110	jining	jine	VERB
ajst-28596	151	111	normal	normal	ADJ
ajst-28596	151	112	university	university	NOUN
ajst-28596	151	113	in	in	ADP
ajst-28596	151	114	china	china	PROPN
ajst-28596	151	115	under	under	ADP
ajst-28596	151	116	grant	grant	PROPN
ajst-28596	151	117	jsky202205	jsky202205	PROPN
ajst-28596	151	118	.	.	PUNCT
ajst-28596	152	1	references	reference	NOUN
ajst-28596	152	2	[	[	X
ajst-28596	152	3	1	1	NUM
ajst-28596	152	4	]	]	X
ajst-28596	152	5	shi	shi	PROPN
ajst-28596	152	6	,	,	PUNCT
ajst-28596	152	7	x.	x.	PROPN
ajst-28596	152	8	,wang	,wang	PROPN
ajst-28596	152	9	,	,	PUNCT
ajst-28596	152	10	y.	y.	PROPN
ajst-28596	152	11	,zhang	,zhang	PROPN
ajst-28596	152	12	,	,	PUNCT
ajst-28596	152	13	x.	x.	PROPN
ajst-28596	152	14	,	,	PUNCT
ajst-28596	152	15	&	&	CCONJ
ajst-28596	152	16	liu	liu	PROPN
ajst-28596	152	17	,	,	PUNCT
ajst-28596	152	18	l.(2021	l.(2021	PROPN
ajst-28596	152	19	)	)	PUNCT
ajst-28596	152	20	.	.	PUNCT
ajst-28596	153	1	a	a	DET
ajst-28596	153	2	comprehensive	comprehensive	ADJ
ajst-28596	153	3	review	review	NOUN
ajst-28596	153	4	of	of	ADP
ajst-28596	153	5	flywheel	flywheel	NOUN
ajst-28596	153	6	energy	energy	NOUN
ajst-28596	153	7	storage	storage	NOUN
ajst-28596	153	8	system	system	NOUN
ajst-28596	153	9	:	:	PUNCT
ajst-28596	153	10	foundation	foundation	NOUN
ajst-28596	153	11	,	,	PUNCT
ajst-28596	153	12	application	application	NOUN
ajst-28596	153	13	,	,	PUNCT
ajst-28596	153	14	and	and	CCONJ
ajst-28596	153	15	future	future	ADJ
ajst-28596	153	16	directions	direction	NOUN
ajst-28596	153	17	.	.	PUNCT
ajst-28596	154	1	*	*	PUNCT
ajst-28596	154	2	renewable	renewable	ADJ
ajst-28596	154	3	and	and	CCONJ
ajst-28596	154	4	sustainable	sustainable	ADJ
ajst-28596	154	5	energy	energy	NOUN
ajst-28596	154	6	review	review	NOUN
ajst-28596	154	7	*	*	PUNCT
ajst-28596	154	8	,	,	PUNCT
ajst-28596	154	9	*	*	PUNCT
ajst-28596	154	10	151	151	NUM
ajst-28596	154	11	*	*	NOUN
ajst-28596	154	12	,	,	PUNCT
ajst-28596	154	13	111529	111529	NUM
ajst-28596	154	14	.	.	PUNCT
ajst-28596	155	1	https://doi.org/10.1016/j.rser.2021.111529	https://doi.org/10.1016/j.rser.2021.111529	NOUN
ajst-28596	156	1	[	[	X
ajst-28596	156	2	2	2	NUM
ajst-28596	156	3	]	]	X
ajst-28596	156	4	kiani	kiani	PROPN
ajst-28596	156	5	,	,	PUNCT
ajst-28596	156	6	a.	a.	PROPN
ajst-28596	156	7	,	,	PUNCT
ajst-28596	156	8	fahodnia	fahodnia	PROPN
ajst-28596	156	9	,	,	PUNCT
ajst-28596	156	10	m.	m.	NOUN
ajst-28596	156	11	,	,	PUNCT
ajst-28596	156	12	and	and	CCONJ
ajst-28596	156	13	lazi	lazi	PROPN
ajst-28596	156	14	kazemi	kazemi	PROPN
ajst-28596	156	15	,	,	PUNCT
ajst-28596	156	16	a.	a.	NOUN
ajst-28596	156	17	(	(	PUNCT
ajst-28596	156	18	2022	2022	NUM
ajst-28596	156	19	)	)	PUNCT
ajst-28596	156	20	.	.	PUNCT
ajst-28596	157	1	overview	overview	NOUN
ajst-28596	157	2	of	of	ADP
ajst-28596	157	3	flywheel	flywheel	NOUN
ajst-28596	157	4	energy	energy	NOUN
ajst-28596	157	5	storage	storage	NOUN
ajst-28596	157	6	systems	system	NOUN
ajst-28596	157	7	for	for	ADP
ajst-28596	157	8	power	power	NOUN
ajst-28596	157	9	grid	grid	NOUN
ajst-28596	157	10	applications	application	NOUN
ajst-28596	157	11	.	.	PUNCT
ajst-28596	158	1	*	*	PUNCT
ajst-28596	158	2	journal	journal	PROPN
ajst-28596	158	3	of	of	ADP
ajst-28596	158	4	energy	energy	NOUN
ajst-28596	158	5	storage	storage	NOUN
ajst-28596	158	6	*	*	PUNCT
ajst-28596	158	7	,	,	PUNCT
ajst-28596	158	8	*	*	PUNCT
ajst-28596	158	9	51	51	NUM
ajst-28596	158	10	*	*	NOUN
ajst-28596	158	11	,	,	PUNCT
ajst-28596	158	12	104383	104383	NUM
ajst-28596	158	13	.	.	PUNCT
ajst-28596	159	1	https://doi.org/10.1016/j.est.2022.104383	https://doi.org/10.1016/j.est.2022.104383	PROPN
ajst-28596	160	1	[	[	X
ajst-28596	160	2	3	3	NUM
ajst-28596	160	3	]	]	X
ajst-28596	160	4	xia	xia	PROPN
ajst-28596	160	5	,	,	PUNCT
ajst-28596	160	6	l.	l.	PROPN
ajst-28596	160	7	,	,	PUNCT
ajst-28596	160	8	and	and	CCONJ
ajst-28596	160	9	chen	chen	PROPN
ajst-28596	160	10	,	,	PUNCT
ajst-28596	160	11	z.(2020	z.(2020	PROPN
ajst-28596	160	12	)	)	PUNCT
ajst-28596	160	13	.	.	PUNCT
ajst-28596	160	14	design	design	NOUN
ajst-28596	160	15	and	and	CCONJ
ajst-28596	160	16	optimization	optimization	NOUN
ajst-28596	160	17	of	of	ADP
ajst-28596	160	18	energy	energy	NOUN
ajst-28596	160	19	management	management	NOUN
ajst-28596	160	20	strategy	strategy	NOUN
ajst-28596	160	21	for	for	ADP
ajst-28596	160	22	flywheel	flywheel	NOUN
ajst-28596	160	23	-	-	PUNCT
ajst-28596	160	24	based	base	VERB
ajst-28596	160	25	energy	energy	NOUN
ajst-28596	160	26	storage	storage	NOUN
ajst-28596	160	27	system	system	NOUN
ajst-28596	160	28	in	in	ADP
ajst-28596	160	29	microgrid	microgrid	NOUN
ajst-28596	160	30	.	.	PUNCT
ajst-28596	161	1	*	*	PUNCT
ajst-28596	161	2	ieee	ieee	NOUN
ajst-28596	161	3	transactions	transaction	NOUN
ajst-28596	161	4	on	on	ADP
ajst-28596	161	5	smart	smart	ADJ
ajst-28596	161	6	grid	grid	NOUN
ajst-28596	161	7	*	*	NOUN
ajst-28596	161	8	,	,	PUNCT
ajst-28596	161	9	*	*	PUNCT
ajst-28596	161	10	11	11	NUM
ajst-28596	161	11	*	*	PUNCT
ajst-28596	161	12	(	(	PUNCT
ajst-28596	161	13	2	2	NUM
ajst-28596	161	14	)	)	PUNCT
ajst-28596	161	15	,	,	PUNCT
ajst-28596	161	16	1076	1076	NUM
ajst-28596	161	17	-	-	SYM
ajst-28596	161	18	1085	1085	NUM
ajst-28596	161	19	.	.	PUNCT
ajst-28596	162	1	https://doi.org/10.1109/tsg.2019.2939475	https://doi.org/10.1109/tsg.2019.2939475	X
ajst-28596	162	2	[	[	X
ajst-28596	162	3	4	4	NUM
ajst-28596	162	4	]	]	X
ajst-28596	162	5	katak	katak	NOUN
ajst-28596	162	6	,	,	PUNCT
ajst-28596	162	7	s.	s.	PROPN
ajst-28596	162	8	i.	i.	PROPN
ajst-28596	162	9	,	,	PUNCT
ajst-28596	162	10	mehmood	mehmood	PROPN
ajst-28596	162	11	,	,	PUNCT
ajst-28596	162	12	m.	m.	NOUN
ajst-28596	162	13	,	,	PUNCT
ajst-28596	162	14	&	&	CCONJ
ajst-28596	162	15	khan	khan	PROPN
ajst-28596	162	16	,	,	PUNCT
ajst-28596	162	17	f.	f.	PROPN
ajst-28596	162	18	(	(	PUNCT
ajst-28596	162	19	2021	2021	NUM
ajst-28596	162	20	)	)	PUNCT
ajst-28596	162	21	.	.	PUNCT
ajst-28596	163	1	predictive	predictive	ADJ
ajst-28596	163	2	maintenance	maintenance	NOUN
ajst-28596	163	3	of	of	ADP
ajst-28596	163	4	the	the	DET
ajst-28596	163	5	flywheel	flywheel	NOUN
ajst-28596	163	6	energy	energy	NOUN
ajst-28596	163	7	storage	storage	NOUN
ajst-28596	163	8	system	system	NOUN
ajst-28596	163	9	by	by	ADP
ajst-28596	163	10	using	use	VERB
ajst-28596	163	11	a	a	DET
ajst-28596	163	12	machine	machine	NOUN
ajst-28596	163	13	learning	learn	VERB
ajst-28596	163	14	algorithm.*ieee	algorithm.*ieee	NOUN
ajst-28596	163	15	access	access	NOUN
ajst-28596	163	16	*	*	SYM
ajst-28596	163	17	,	,	PUNCT
ajst-28596	163	18	*	*	PUNCT
ajst-28596	163	19	9	9	NUM
ajst-28596	163	20	*	*	NUM
ajst-28596	163	21	,	,	PUNCT
ajst-28596	163	22	118926	118926	NUM
ajst-28596	163	23	–	–	PUNCT
ajst-28596	163	24	118938.https://doi.org/10.1109/access.2021.3106892	118938.https://doi.org/10.1109/access.2021.3106892	NUM
ajst-28596	163	25	[	[	X
ajst-28596	163	26	5	5	NUM
ajst-28596	163	27	]	]	X
ajst-28596	163	28	kim	kim	PROPN
ajst-28596	163	29	,	,	PUNCT
ajst-28596	163	30	x.	x.	PROPN
ajst-28596	163	31	,	,	PUNCT
ajst-28596	163	32	lee	lee	PROPN
ajst-28596	163	33	,	,	PUNCT
ajst-28596	163	34	h.	h.	PROPN
ajst-28596	163	35	,	,	PUNCT
ajst-28596	163	36	and	and	CCONJ
ajst-28596	163	37	zhang	zhang	PROPN
ajst-28596	163	38	,	,	PUNCT
ajst-28596	163	39	w.	w.	PROPN
ajst-28596	163	40	(	(	PUNCT
ajst-28596	163	41	2022	2022	NUM
ajst-28596	163	42	)	)	PUNCT
ajst-28596	163	43	.	.	PUNCT
ajst-28596	164	1	grid	grid	NOUN
ajst-28596	164	2	stability	stability	NOUN
ajst-28596	164	3	using	use	VERB
ajst-28596	164	4	a	a	DET
ajst-28596	164	5	flywheel	flywheel	NOUN
ajst-28596	164	6	energy	energy	NOUN
ajst-28596	164	7	storage	storage	NOUN
ajst-28596	164	8	system	system	NOUN
ajst-28596	164	9	:	:	PUNCT
ajst-28596	164	10	a	a	DET
ajst-28596	164	11	real	real	ADJ
ajst-28596	164	12	-	-	PUNCT
ajst-28596	164	13	world	world	NOUN
ajst-28596	164	14	case	case	NOUN
ajst-28596	164	15	study	study	NOUN
ajst-28596	164	16	and	and	CCONJ
ajst-28596	164	17	future	future	ADJ
ajst-28596	164	18	potential.*energy	potential.*energy	PROPN
ajst-28596	164	19	reports	report	VERB
ajst-28596	164	20	*	*	NOUN
ajst-28596	164	21	,	,	PUNCT
ajst-28596	164	22	*	*	PUNCT
ajst-28596	164	23	8	8	NUM
ajst-28596	164	24	*	*	NOUN
ajst-28596	164	25	,	,	PUNCT
ajst-28596	164	26	5870	5870	NUM
ajst-28596	164	27	–	–	PUNCT
ajst-28596	164	28	5884.https://doi.org/10.1016/j.egyr.2022.08.079	5884.https://doi.org/10.1016/j.egyr.2022.08.079	NUM
ajst-28596	165	1	[	[	X
ajst-28596	165	2	6	6	NUM
ajst-28596	165	3	]	]	X
ajst-28596	165	4	mukochoppard	mukochoppard	PROPN
ajst-28596	165	5	hay	hay	PROPN
ajst-28596	165	6	,	,	PUNCT
ajst-28596	165	7	s.	s.	PROPN
ajst-28596	165	8	,	,	PUNCT
ajst-28596	165	9	bose	bose	PROPN
ajst-28596	165	10	,	,	PUNCT
ajst-28596	165	11	s.	s.	PROPN
ajst-28596	165	12	,	,	PUNCT
ajst-28596	165	13	&	&	CCONJ
ajst-28596	165	14	deb	deb	PROPN
ajst-28596	165	15	,	,	PUNCT
ajst-28596	165	16	s.	s.	PROPN
ajst-28596	165	17	(	(	PUNCT
ajst-28596	165	18	2023	2023	NUM
ajst-28596	165	19	)	)	PUNCT
ajst-28596	165	20	.	.	PUNCT
ajst-28596	166	1	progress	progress	NOUN
ajst-28596	166	2	on	on	ADP
ajst-28596	166	3	materials	material	NOUN
ajst-28596	166	4	for	for	ADP
ajst-28596	166	5	high	high	ADJ
ajst-28596	166	6	-	-	PUNCT
ajst-28596	166	7	performance	performance	NOUN
ajst-28596	166	8	flywheel	flywheel	NOUN
ajst-28596	166	9	rotor	rotor	NOUN
ajst-28596	166	10	.	.	PUNCT
ajst-28596	167	1	*	*	PUNCT
ajst-28596	167	2	materials	material	NOUN
ajst-28596	167	3	science	science	NOUN
ajst-28596	167	4	and	and	CCONJ
ajst-28596	167	5	engineering	engineering	NOUN
ajst-28596	167	6	:	:	PUNCT
ajst-28596	168	1	r	r	X
ajst-28596	168	2	:	:	PUNCT
ajst-28596	168	3	report	report	NOUN
ajst-28596	168	4	*	*	NOUN
ajst-28596	168	5	,	,	PUNCT
ajst-28596	168	6	*	*	PUNCT
ajst-28596	168	7	147	147	NUM
ajst-28596	168	8	*	*	NOUN
ajst-28596	168	9	,	,	PUNCT
ajst-28596	168	10	100667	100667	NUM
ajst-28596	168	11	.	.	PUNCT
ajst-28596	169	1	https://doi.org/10.1016/j.mser.2023.100667	https://doi.org/10.1016/j.mser.2023.100667	PROPN
ajst-28596	169	2	[	[	X
ajst-28596	169	3	7	7	X
ajst-28596	169	4	]	]	X
ajst-28596	169	5	zhao	zhao	X
ajst-28596	169	6	,	,	PUNCT
ajst-28596	169	7	s.	s.	PROPN
ajst-28596	169	8	,	,	PUNCT
ajst-28596	169	9	li	li	PROPN
ajst-28596	169	10	,	,	PUNCT
ajst-28596	169	11	z.	z.	PROPN
ajst-28596	169	12	,	,	PUNCT
ajst-28596	169	13	and	and	CCONJ
ajst-28596	169	14	wu	wu	PROPN
ajst-28596	169	15	,	,	PUNCT
ajst-28596	169	16	l.	l.	PROPN
ajst-28596	169	17	(	(	PUNCT
ajst-28596	169	18	2023	2023	NUM
ajst-28596	169	19	)	)	PUNCT
ajst-28596	169	20	.	.	PUNCT
ajst-28596	170	1	the	the	DET
ajst-28596	170	2	development	development	NOUN
ajst-28596	170	3	of	of	ADP
ajst-28596	170	4	advanced	advanced	ADJ
ajst-28596	170	5	energy	energy	NOUN
ajst-28596	170	6	management	management	NOUN
ajst-28596	170	7	system	system	NOUN
ajst-28596	170	8	for	for	ADP
ajst-28596	170	9	lywheel	lywheel	ADJ
ajst-28596	170	10	energy	energy	NOUN
ajst-28596	170	11	storage	storage	NOUN
ajst-28596	170	12	in	in	ADP
ajst-28596	170	13	microgrid	microgrid	ADJ
ajst-28596	170	14	application	application	NOUN
ajst-28596	170	15	.	.	PUNCT
ajst-28596	171	1	*	*	PUNCT
ajst-28596	171	2	international	international	ADJ
ajst-28596	171	3	journal	journal	NOUN
ajst-28596	171	4	of	of	ADP
ajst-28596	171	5	power	power	NOUN
ajst-28596	171	6	and	and	CCONJ
ajst-28596	171	7	energy	energy	NOUN
ajst-28596	171	8	systems	system	NOUN
ajst-28596	171	9	*	*	PUNCT
ajst-28596	171	10	,	,	PUNCT
ajst-28596	171	11	*	*	PUNCT
ajst-28596	171	12	136	136	NUM
ajst-28596	171	13	*	*	NUM
ajst-28596	171	14	,	,	PUNCT
ajst-28596	171	15	107552	107552	NUM
ajst-28596	171	16	.	.	PUNCT
ajst-28596	172	1	https://doi.org/10.1016/j.ijepes.2022.107552	https://doi.org/10.1016/j.ijepes.2022.107552	NOUN
ajst-28596	172	2	[	[	NOUN
ajst-28596	172	3	8	8	NUM
ajst-28596	172	4	]	]	X
ajst-28596	172	5	wang	wang	PROPN
ajst-28596	172	6	,	,	PUNCT
ajst-28596	172	7	j.	j.	PROPN
ajst-28596	172	8	,	,	PUNCT
ajst-28596	172	9	xie	xie	PROPN
ajst-28596	172	10	,	,	PUNCT
ajst-28596	172	11	x.	x.	PROPN
ajst-28596	172	12	,	,	PUNCT
ajst-28596	172	13	and	and	CCONJ
ajst-28596	172	14	zhang	zhang	PROPN
ajst-28596	172	15	,	,	PUNCT
ajst-28596	172	16	z.(2022	z.(2022	PROPN
ajst-28596	172	17	)	)	PUNCT
ajst-28596	172	18	.	.	PUNCT
ajst-28596	173	1	fault	fault	VERB
ajst-28596	173	2	detection	detection	NOUN
ajst-28596	173	3	and	and	CCONJ
ajst-28596	173	4	diagnosis	diagnosis	NOUN
ajst-28596	173	5	of	of	ADP
ajst-28596	173	6	flywheel	flywheel	NOUN
ajst-28596	173	7	energy	energy	NOUN
ajst-28596	173	8	storage	storage	NOUN
ajst-28596	173	9	system	system	NOUN
ajst-28596	173	10	based	base	VERB
ajst-28596	173	11	on	on	ADP
ajst-28596	173	12	neural	neural	ADJ
ajst-28596	173	13	network	network	NOUN
ajst-28596	173	14	controller	controller	NOUN
ajst-28596	173	15	.	.	PUNCT
ajst-28596	174	1	*	*	PUNCT
ajst-28596	174	2	ieee	ieee	PROPN
ajst-28596	174	3	journal	journal	PROPN
ajst-28596	174	4	of	of	ADP
ajst-28596	174	5	industrial	industrial	ADJ
ajst-28596	174	6	electronics	electronic	NOUN
ajst-28596	174	7	*	*	PUNCT
ajst-28596	174	8	,	,	PUNCT
ajst-28596	174	9	*	*	PUNCT
ajst-28596	174	10	69	69	NUM
ajst-28596	174	11	*	*	PUNCT
ajst-28596	174	12	(	(	PUNCT
ajst-28596	174	13	5	5	NUM
ajst-28596	174	14	)	)	PUNCT
ajst-28596	174	15	,	,	PUNCT
ajst-28596	174	16	5510	5510	NUM
ajst-28596	174	17	-	-	SYM
ajst-28596	174	18	5519	5519	NUM
ajst-28596	174	19	.	.	PUNCT
ajst-28596	175	1	https://doi.org/10.1109/tie.2021.3086697	https://doi.org/10.1109/tie.2021.3086697	NOUN
ajst-28596	176	1	[	[	X
ajst-28596	176	2	9	9	NUM
ajst-28596	176	3	]	]	SYM
ajst-28596	176	4	bose	bose	NOUN
ajst-28596	176	5	,	,	PUNCT
ajst-28596	176	6	s.	s.	PROPN
ajst-28596	176	7	,	,	PUNCT
ajst-28596	176	8	&	&	CCONJ
ajst-28596	176	9	das	das	PROPN
ajst-28596	176	10	,	,	PUNCT
ajst-28596	176	11	k.	k.	PROPN
ajst-28596	176	12	(	(	PUNCT
ajst-28596	176	13	2021	2021	NUM
ajst-28596	176	14	)	)	PUNCT
ajst-28596	176	15	.	.	PUNCT
ajst-28596	177	1	optimization	optimization	NOUN
ajst-28596	177	2	of	of	ADP
ajst-28596	177	3	multi	multi	ADJ
ajst-28596	177	4	-	-	ADJ
ajst-28596	177	5	unit	unit	ADJ
ajst-28596	177	6	flywheel	flywheel	NOUN
ajst-28596	177	7	storage	storage	NOUN
ajst-28596	177	8	systems	system	NOUN
ajst-28596	177	9	for	for	ADP
ajst-28596	177	10	peak	peak	NOUN
ajst-28596	177	11	regulation	regulation	NOUN
ajst-28596	177	12	and	and	CCONJ
ajst-28596	177	13	load	load	NOUN
ajst-28596	177	14	leveling	leveling	NOUN
ajst-28596	177	15	applications	application	NOUN
ajst-28596	177	16	.	.	PUNCT
ajst-28596	178	1	*	*	PUNCT
ajst-28596	178	2	energy	energy	NOUN
ajst-28596	178	3	conversion	conversion	NOUN
ajst-28596	178	4	and	and	CCONJ
ajst-28596	178	5	management	management	NOUN
ajst-28596	178	6	*	*	PUNCT
ajst-28596	178	7	,	,	PUNCT
ajst-28596	178	8	*	*	PUNCT
ajst-28596	178	9	245	245	NUM
ajst-28596	178	10	*	*	NOUN
ajst-28596	178	11	,	,	PUNCT
ajst-28596	178	12	114513	114513	NUM
ajst-28596	178	13	.	.	PUNCT
ajst-28596	179	1	https://doi.org/10.1016/j.enconman.2021.114513	https://doi.org/10.1016/j.enconman.2021.114513	PROPN
ajst-28596	179	2	[	[	X
ajst-28596	179	3	10	10	NUM
ajst-28596	179	4	]	]	X
ajst-28596	179	5	hosseini	hosseini	PROPN
ajst-28596	179	6	,	,	PUNCT
ajst-28596	179	7	s.	s.	PROPN
ajst-28596	179	8	,	,	PUNCT
ajst-28596	179	9	&	&	CCONJ
ajst-28596	179	10	amjady	amjady	PROPN
ajst-28596	179	11	,	,	PUNCT
ajst-28596	179	12	n.	n.	NOUN
ajst-28596	179	13	(	(	PUNCT
ajst-28596	179	14	2021	2021	NUM
ajst-28596	179	15	)	)	PUNCT
ajst-28596	179	16	.	.	PUNCT
ajst-28596	180	1	energy	energy	NOUN
ajst-28596	180	2	management	management	NOUN
ajst-28596	180	3	of	of	ADP
ajst-28596	180	4	flywheel	flywheel	NOUN
ajst-28596	180	5	and	and	CCONJ
ajst-28596	180	6	battery	battery	NOUN
ajst-28596	180	7	hybrid	hybrid	NOUN
ajst-28596	180	8	power	power	NOUN
ajst-28596	180	9	systems	system	NOUN
ajst-28596	180	10	in	in	ADP
ajst-28596	180	11	microgrid	microgrid	ADJ
ajst-28596	180	12	applications	application	NOUN
ajst-28596	180	13	:	:	PUNCT
ajst-28596	180	14	a	a	DET
ajst-28596	180	15	robust	robust	ADJ
ajst-28596	180	16	optimization	optimization	NOUN
ajst-28596	180	17	approach.*energy	approach.*energy	PROPN
ajst-28596	180	18	*	*	PROPN
ajst-28596	180	19	,	,	PUNCT
ajst-28596	180	20	*	*	PUNCT
ajst-28596	180	21	229	229	NUM
ajst-28596	180	22	*	*	NUM
ajst-28596	180	23	,	,	PUNCT
ajst-28596	180	24	120763	120763	NUM
ajst-28596	180	25	.	.	PUNCT
ajst-28596	181	1	https://doi.org/10.1016/j.energy.2021.120763	https://doi.org/10.1016/j.energy.2021.120763	ADJ
