id	sid	tid	token	lemma	pos
ajst-19159	1	1	academic	academic	ADJ
ajst-19159	1	2	journal	journal	NOUN
ajst-19159	1	3	of	of	ADP
ajst-19159	1	4	science	science	NOUN
ajst-19159	1	5	and	and	CCONJ
ajst-19159	1	6	technology	technology	NOUN
ajst-19159	1	7	issn	issn	NOUN
ajst-19159	1	8	:	:	PUNCT
ajst-19159	1	9	2771	2771	NUM
ajst-19159	1	10	-	-	SYM
ajst-19159	1	11	3032	3032	NUM
ajst-19159	1	12	|	|	NOUN
ajst-19159	1	13	vol	vol	NOUN
ajst-19159	1	14	.	.	PROPN
ajst-19159	2	1	10	10	NUM
ajst-19159	2	2	,	,	PUNCT
ajst-19159	2	3	no	no	INTJ
ajst-19159	2	4	.	.	NOUN
ajst-19159	2	5	1	1	NUM
ajst-19159	2	6	,	,	PUNCT
ajst-19159	2	7	2024	2024	NUM
ajst-19159	2	8	114	114	NUM
ajst-19159	2	9	overview	overview	NOUN
ajst-19159	2	10	of	of	ADP
ajst-19159	2	11	state	state	NOUN
ajst-19159	2	12	estimation	estimation	NOUN
ajst-19159	2	13	methods	method	NOUN
ajst-19159	2	14	and	and	CCONJ
ajst-19159	2	15	research	research	NOUN
ajst-19159	2	16	progress	progress	NOUN
ajst-19159	2	17	of	of	ADP
ajst-19159	2	18	power	power	NOUN
ajst-19159	2	19	lithium	lithium	NOUN
ajst-19159	2	20	batteries	battery	NOUN
ajst-19159	2	21	for	for	ADP
ajst-19159	2	22	electric	electric	ADJ
ajst-19159	2	23	vehicles	vehicle	NOUN
ajst-19159	2	24	jiaxu	jiaxu	PROPN
ajst-19159	2	25	li	li	PROPN
ajst-19159	2	26	qingdao	qingdao	PROPN
ajst-19159	2	27	academy	academy	PROPN
ajst-19159	2	28	,	,	PUNCT
ajst-19159	2	29	qingdao	qingdao	PROPN
ajst-19159	2	30	,	,	PUNCT
ajst-19159	2	31	china	china	PROPN
ajst-19159	2	32	abstract	abstract	PROPN
ajst-19159	2	33	:	:	PUNCT
ajst-19159	2	34	this	this	DET
ajst-19159	2	35	paper	paper	NOUN
ajst-19159	2	36	presents	present	VERB
ajst-19159	2	37	a	a	DET
ajst-19159	2	38	comprehensive	comprehensive	ADJ
ajst-19159	2	39	research	research	NOUN
ajst-19159	2	40	framework	framework	NOUN
ajst-19159	2	41	for	for	ADP
ajst-19159	2	42	state	state	NOUN
ajst-19159	2	43	estimation	estimation	NOUN
ajst-19159	2	44	of	of	ADP
ajst-19159	2	45	power	power	NOUN
ajst-19159	2	46	lithium	lithium	NOUN
ajst-19159	2	47	batteries	battery	NOUN
ajst-19159	2	48	by	by	ADP
ajst-19159	2	49	summarizing	summarize	VERB
ajst-19159	2	50	both	both	DET
ajst-19159	2	51	model	model	NOUN
ajst-19159	2	52	-	-	PUNCT
ajst-19159	2	53	based	base	VERB
ajst-19159	2	54	and	and	CCONJ
ajst-19159	2	55	non	non	ADJ
ajst-19159	2	56	-	-	ADJ
ajst-19159	2	57	model	model	ADJ
ajst-19159	2	58	-	-	PUNCT
ajst-19159	2	59	based	base	VERB
ajst-19159	2	60	approaches	approach	NOUN
ajst-19159	2	61	.	.	PUNCT
ajst-19159	3	1	it	it	PRON
ajst-19159	3	2	provides	provide	VERB
ajst-19159	3	3	an	an	DET
ajst-19159	3	4	in	in	ADP
ajst-19159	3	5	-	-	PUNCT
ajst-19159	3	6	depth	depth	NOUN
ajst-19159	3	7	analysis	analysis	NOUN
ajst-19159	3	8	of	of	ADP
ajst-19159	3	9	various	various	ADJ
ajst-19159	3	10	methods	method	NOUN
ajst-19159	3	11	,	,	PUNCT
ajst-19159	3	12	supported	support	VERB
ajst-19159	3	13	by	by	ADP
ajst-19159	3	14	experimental	experimental	ADJ
ajst-19159	3	15	results	result	NOUN
ajst-19159	3	16	.	.	PUNCT
ajst-19159	4	1	in	in	ADP
ajst-19159	4	2	the	the	DET
ajst-19159	4	3	first	first	ADJ
ajst-19159	4	4	part	part	NOUN
ajst-19159	4	5	,	,	PUNCT
ajst-19159	4	6	the	the	DET
ajst-19159	4	7	paper	paper	NOUN
ajst-19159	4	8	surveys	survey	NOUN
ajst-19159	4	9	model	model	NOUN
ajst-19159	4	10	-	-	PUNCT
ajst-19159	4	11	based	base	VERB
ajst-19159	4	12	state	state	NOUN
ajst-19159	4	13	estimation	estimation	NOUN
ajst-19159	4	14	techniques	technique	NOUN
ajst-19159	4	15	,	,	PUNCT
ajst-19159	4	16	including	include	VERB
ajst-19159	4	17	the	the	DET
ajst-19159	4	18	ecm	ecm	NOUN
ajst-19159	4	19	(	(	PUNCT
ajst-19159	4	20	equivalent	equivalent	ADJ
ajst-19159	4	21	circuit	circuit	NOUN
ajst-19159	4	22	model	model	NOUN
ajst-19159	4	23	)	)	PUNCT
ajst-19159	4	24	,	,	PUNCT
ajst-19159	4	25	electrochemical	electrochemical	ADJ
ajst-19159	4	26	models	model	NOUN
ajst-19159	4	27	,	,	PUNCT
ajst-19159	4	28	and	and	CCONJ
ajst-19159	4	29	data	datum	NOUN
ajst-19159	4	30	-	-	PUNCT
ajst-19159	4	31	driven	drive	VERB
ajst-19159	4	32	models	model	NOUN
ajst-19159	4	33	.	.	PUNCT
ajst-19159	5	1	it	it	PRON
ajst-19159	5	2	systematically	systematically	ADV
ajst-19159	5	3	explains	explain	VERB
ajst-19159	5	4	the	the	DET
ajst-19159	5	5	principles	principle	NOUN
ajst-19159	5	6	behind	behind	ADP
ajst-19159	5	7	these	these	DET
ajst-19159	5	8	models	model	NOUN
ajst-19159	5	9	and	and	CCONJ
ajst-19159	5	10	their	their	PRON
ajst-19159	5	11	respective	respective	ADJ
ajst-19159	5	12	applications	application	NOUN
ajst-19159	5	13	.	.	PUNCT
ajst-19159	6	1	additionally	additionally	ADV
ajst-19159	6	2	,	,	PUNCT
ajst-19159	6	3	the	the	DET
ajst-19159	6	4	study	study	NOUN
ajst-19159	6	5	delves	delve	VERB
ajst-19159	6	6	into	into	ADP
ajst-19159	6	7	model	model	ADJ
ajst-19159	6	8	-	-	PUNCT
ajst-19159	6	9	independent	independent	ADJ
ajst-19159	6	10	state	state	NOUN
ajst-19159	6	11	estimation	estimation	NOUN
ajst-19159	6	12	,	,	PUNCT
ajst-19159	6	13	emphasizing	emphasize	VERB
ajst-19159	6	14	the	the	DET
ajst-19159	6	15	utilization	utilization	NOUN
ajst-19159	6	16	of	of	ADP
ajst-19159	6	17	machine	machine	NOUN
ajst-19159	6	18	learning	learn	VERB
ajst-19159	6	19	algorithms	algorithm	NOUN
ajst-19159	6	20	in	in	ADP
ajst-19159	6	21	battery	battery	NOUN
ajst-19159	6	22	state	state	NOUN
ajst-19159	6	23	estimation	estimation	NOUN
ajst-19159	6	24	and	and	CCONJ
ajst-19159	6	25	the	the	DET
ajst-19159	6	26	advancements	advancement	NOUN
ajst-19159	6	27	in	in	ADP
ajst-19159	6	28	artificial	artificial	ADJ
ajst-19159	6	29	intelligence	intelligence	NOUN
ajst-19159	6	30	technology	technology	NOUN
ajst-19159	6	31	.	.	PUNCT
ajst-19159	7	1	the	the	DET
ajst-19159	7	2	potential	potential	NOUN
ajst-19159	7	3	of	of	ADP
ajst-19159	7	4	hybrid	hybrid	ADJ
ajst-19159	7	5	methods	method	NOUN
ajst-19159	7	6	and	and	CCONJ
ajst-19159	7	7	intelligent	intelligent	ADJ
ajst-19159	7	8	algorithms	algorithm	NOUN
ajst-19159	7	9	in	in	ADP
ajst-19159	7	10	state	state	NOUN
ajst-19159	7	11	estimation	estimation	NOUN
ajst-19159	7	12	is	be	AUX
ajst-19159	7	13	also	also	ADV
ajst-19159	7	14	explored	explore	VERB
ajst-19159	7	15	,	,	PUNCT
ajst-19159	7	16	highlighting	highlight	VERB
ajst-19159	7	17	possible	possible	ADJ
ajst-19159	7	18	future	future	ADJ
ajst-19159	7	19	directions	direction	NOUN
ajst-19159	7	20	.	.	PUNCT
ajst-19159	8	1	the	the	DET
ajst-19159	8	2	findings	finding	NOUN
ajst-19159	8	3	indicate	indicate	VERB
ajst-19159	8	4	that	that	SCONJ
ajst-19159	8	5	while	while	SCONJ
ajst-19159	8	6	model	model	NOUN
ajst-19159	8	7	-	-	PUNCT
ajst-19159	8	8	based	base	VERB
ajst-19159	8	9	methods	method	NOUN
ajst-19159	8	10	can	can	AUX
ajst-19159	8	11	attain	attain	VERB
ajst-19159	8	12	high	high	ADJ
ajst-19159	8	13	estimation	estimation	NOUN
ajst-19159	8	14	accuracy	accuracy	NOUN
ajst-19159	8	15	in	in	ADP
ajst-19159	8	16	specific	specific	ADJ
ajst-19159	8	17	scenarios	scenario	NOUN
ajst-19159	8	18	,	,	PUNCT
ajst-19159	8	19	they	they	PRON
ajst-19159	8	20	are	be	AUX
ajst-19159	8	21	constrained	constrain	VERB
ajst-19159	8	22	by	by	ADP
ajst-19159	8	23	model	model	NOUN
ajst-19159	8	24	complexity	complexity	NOUN
ajst-19159	8	25	and	and	CCONJ
ajst-19159	8	26	parameter	parameter	NOUN
ajst-19159	8	27	uncertainty	uncertainty	NOUN
ajst-19159	8	28	.	.	PUNCT
ajst-19159	9	1	the	the	DET
ajst-19159	9	2	application	application	NOUN
ajst-19159	9	3	of	of	ADP
ajst-19159	9	4	fusion	fusion	NOUN
ajst-19159	9	5	method	method	NOUN
ajst-19159	9	6	and	and	CCONJ
ajst-19159	9	7	intelligent	intelligent	ADJ
ajst-19159	9	8	algorithm	algorithm	NOUN
ajst-19159	9	9	further	far	ADV
ajst-19159	9	10	improves	improve	VERB
ajst-19159	9	11	the	the	DET
ajst-19159	9	12	performance	performance	NOUN
ajst-19159	9	13	of	of	ADP
ajst-19159	9	14	state	state	NOUN
ajst-19159	9	15	estimation	estimation	NOUN
ajst-19159	9	16	and	and	CCONJ
ajst-19159	9	17	provides	provide	VERB
ajst-19159	9	18	strong	strong	ADJ
ajst-19159	9	19	support	support	NOUN
ajst-19159	9	20	for	for	ADP
ajst-19159	9	21	real	real	ADJ
ajst-19159	9	22	-	-	PUNCT
ajst-19159	9	23	time	time	NOUN
ajst-19159	9	24	monitoring	monitoring	NOUN
ajst-19159	9	25	and	and	CCONJ
ajst-19159	9	26	prediction	prediction	NOUN
ajst-19159	9	27	of	of	ADP
ajst-19159	9	28	power	power	NOUN
ajst-19159	9	29	lithium	lithium	NOUN
ajst-19159	9	30	batteries	battery	NOUN
ajst-19159	9	31	.	.	PUNCT
ajst-19159	10	1	keywords	keyword	NOUN
ajst-19159	10	2	:	:	PUNCT
ajst-19159	10	3	electric	electric	ADJ
ajst-19159	10	4	vehicles	vehicle	NOUN
ajst-19159	10	5	;	;	PUNCT
ajst-19159	10	6	power	power	NOUN
ajst-19159	10	7	lithium	lithium	NOUN
ajst-19159	10	8	battery	battery	NOUN
ajst-19159	10	9	;	;	PUNCT
ajst-19159	10	10	state	state	NOUN
ajst-19159	10	11	estimation	estimation	NOUN
ajst-19159	10	12	method	method	NOUN
ajst-19159	10	13	.	.	PUNCT
ajst-19159	11	1	1	1	X
ajst-19159	11	2	.	.	X
ajst-19159	11	3	introduction	introduction	NOUN
ajst-19159	11	4	amidst	amidst	ADP
ajst-19159	11	5	the	the	DET
ajst-19159	11	6	escalating	escalate	VERB
ajst-19159	11	7	global	global	ADJ
ajst-19159	11	8	energy	energy	NOUN
ajst-19159	11	9	crisis	crisis	NOUN
ajst-19159	11	10	and	and	CCONJ
ajst-19159	11	11	environmental	environmental	ADJ
ajst-19159	11	12	degradation	degradation	NOUN
ajst-19159	11	13	,	,	PUNCT
ajst-19159	11	14	evs	evs	NOUN
ajst-19159	11	15	(	(	PUNCT
ajst-19159	11	16	electric	electric	ADJ
ajst-19159	11	17	vehicles	vehicle	NOUN
ajst-19159	11	18	)	)	PUNCT
ajst-19159	11	19	have	have	AUX
ajst-19159	11	20	emerged	emerge	VERB
ajst-19159	11	21	as	as	ADP
ajst-19159	11	22	a	a	DET
ajst-19159	11	23	promising	promising	ADJ
ajst-19159	11	24	,	,	PUNCT
ajst-19159	11	25	clean	clean	ADJ
ajst-19159	11	26	,	,	PUNCT
ajst-19159	11	27	and	and	CCONJ
ajst-19159	11	28	efficient	efficient	ADJ
ajst-19159	11	29	transportation	transportation	NOUN
ajst-19159	11	30	alternative	alternative	NOUN
ajst-19159	11	31	,	,	PUNCT
ajst-19159	11	32	attracting	attract	VERB
ajst-19159	11	33	significant	significant	ADJ
ajst-19159	11	34	attention	attention	NOUN
ajst-19159	11	35	and	and	CCONJ
ajst-19159	11	36	research	research	NOUN
ajst-19159	11	37	[	[	X
ajst-19159	11	38	1	1	NUM
ajst-19159	11	39	]	]	PUNCT
ajst-19159	11	40	.	.	PUNCT
ajst-19159	12	1	the	the	DET
ajst-19159	12	2	performance	performance	NOUN
ajst-19159	12	3	of	of	ADP
ajst-19159	12	4	the	the	DET
ajst-19159	12	5	power	power	NOUN
ajst-19159	12	6	lithium	lithium	NOUN
ajst-19159	12	7	battery	battery	NOUN
ajst-19159	12	8	,	,	PUNCT
ajst-19159	12	9	being	be	AUX
ajst-19159	12	10	the	the	DET
ajst-19159	12	11	heart	heart	NOUN
ajst-19159	12	12	of	of	ADP
ajst-19159	12	13	evs	evs	PROPN
ajst-19159	12	14	,	,	PUNCT
ajst-19159	12	15	plays	play	VERB
ajst-19159	12	16	a	a	DET
ajst-19159	12	17	pivotal	pivotal	ADJ
ajst-19159	12	18	role	role	NOUN
ajst-19159	12	19	in	in	ADP
ajst-19159	12	20	determining	determine	VERB
ajst-19159	12	21	their	their	PRON
ajst-19159	12	22	driving	drive	VERB
ajst-19159	12	23	range	range	NOUN
ajst-19159	12	24	,	,	PUNCT
ajst-19159	12	25	safety	safety	NOUN
ajst-19159	12	26	standards	standard	NOUN
ajst-19159	12	27	,	,	PUNCT
ajst-19159	12	28	and	and	CCONJ
ajst-19159	12	29	overall	overall	ADJ
ajst-19159	12	30	lifespan	lifespan	NOUN
ajst-19159	12	31	[	[	X
ajst-19159	12	32	2	2	NUM
ajst-19159	12	33	]	]	PUNCT
ajst-19159	12	34	.	.	PUNCT
ajst-19159	13	1	therefore	therefore	ADV
ajst-19159	13	2	,	,	PUNCT
ajst-19159	13	3	accurately	accurately	ADV
ajst-19159	13	4	assessing	assess	VERB
ajst-19159	13	5	the	the	DET
ajst-19159	13	6	state	state	NOUN
ajst-19159	13	7	of	of	ADP
ajst-19159	13	8	these	these	DET
ajst-19159	13	9	batteries	battery	NOUN
ajst-19159	13	10	is	be	AUX
ajst-19159	13	11	paramount	paramount	ADJ
ajst-19159	13	12	for	for	ADP
ajst-19159	13	13	enhancing	enhance	VERB
ajst-19159	13	14	ev	ev	ADP
ajst-19159	13	15	performance	performance	NOUN
ajst-19159	13	16	,	,	PUNCT
ajst-19159	13	17	ensuring	ensure	VERB
ajst-19159	13	18	driving	driving	NOUN
ajst-19159	13	19	safety	safety	NOUN
ajst-19159	13	20	,	,	PUNCT
ajst-19159	13	21	and	and	CCONJ
ajst-19159	13	22	fostering	foster	VERB
ajst-19159	13	23	sustainable	sustainable	ADJ
ajst-19159	13	24	growth	growth	NOUN
ajst-19159	13	25	within	within	ADP
ajst-19159	13	26	the	the	DET
ajst-19159	13	27	ev	ev	NOUN
ajst-19159	13	28	industry	industry	NOUN
ajst-19159	13	29	[	[	X
ajst-19159	13	30	3	3	NUM
ajst-19159	13	31	]	]	PUNCT
ajst-19159	13	32	.	.	PUNCT
ajst-19159	14	1	in	in	ADP
ajst-19159	14	2	practical	practical	ADJ
ajst-19159	14	3	operations	operation	NOUN
ajst-19159	14	4	,	,	PUNCT
ajst-19159	14	5	however	however	ADV
ajst-19159	14	6	,	,	PUNCT
ajst-19159	14	7	power	power	NOUN
ajst-19159	14	8	lithium	lithium	NOUN
ajst-19159	14	9	batteries	battery	NOUN
ajst-19159	14	10	encounter	encounter	VERB
ajst-19159	14	11	various	various	ADJ
ajst-19159	14	12	challenges	challenge	NOUN
ajst-19159	14	13	,	,	PUNCT
ajst-19159	14	14	including	include	VERB
ajst-19159	14	15	fluctuations	fluctuation	NOUN
ajst-19159	14	16	in	in	ADP
ajst-19159	14	17	charge	charge	NOUN
ajst-19159	14	18	-	-	PUNCT
ajst-19159	14	19	discharge	discharge	NOUN
ajst-19159	14	20	rates	rate	NOUN
ajst-19159	14	21	,	,	PUNCT
ajst-19159	14	22	environmental	environmental	ADJ
ajst-19159	14	23	temperatures	temperature	NOUN
ajst-19159	14	24	,	,	PUNCT
ajst-19159	14	25	and	and	CCONJ
ajst-19159	14	26	battery	battery	NOUN
ajst-19159	14	27	aging	aging	NOUN
ajst-19159	14	28	,	,	PUNCT
ajst-19159	14	29	among	among	ADP
ajst-19159	14	30	others	other	NOUN
ajst-19159	14	31	.	.	PUNCT
ajst-19159	15	1	these	these	DET
ajst-19159	15	2	factors	factor	NOUN
ajst-19159	15	3	can	can	AUX
ajst-19159	15	4	induce	induce	VERB
ajst-19159	15	5	changes	change	NOUN
ajst-19159	15	6	in	in	ADP
ajst-19159	15	7	performance	performance	NOUN
ajst-19159	15	8	parameters	parameter	NOUN
ajst-19159	15	9	,	,	PUNCT
ajst-19159	15	10	ultimately	ultimately	ADV
ajst-19159	15	11	impacting	impact	VERB
ajst-19159	15	12	battery	battery	NOUN
ajst-19159	15	13	state	state	NOUN
ajst-19159	15	14	estimation	estimation	NOUN
ajst-19159	15	15	[	[	X
ajst-19159	15	16	4	4	NUM
ajst-19159	15	17	]	]	PUNCT
ajst-19159	15	18	.	.	PUNCT
ajst-19159	16	1	consequently	consequently	ADV
ajst-19159	16	2	,	,	PUNCT
ajst-19159	16	3	developing	develop	VERB
ajst-19159	16	4	robust	robust	ADJ
ajst-19159	16	5	state	state	NOUN
ajst-19159	16	6	estimation	estimation	NOUN
ajst-19159	16	7	methods	method	NOUN
ajst-19159	16	8	for	for	ADP
ajst-19159	16	9	power	power	NOUN
ajst-19159	16	10	lithium	lithium	NOUN
ajst-19159	16	11	batteries	battery	NOUN
ajst-19159	16	12	that	that	PRON
ajst-19159	16	13	can	can	AUX
ajst-19159	16	14	withstand	withstand	VERB
ajst-19159	16	15	complex	complex	ADJ
ajst-19159	16	16	working	working	NOUN
ajst-19159	16	17	conditions	condition	NOUN
ajst-19159	16	18	has	have	AUX
ajst-19159	16	19	become	become	VERB
ajst-19159	16	20	a	a	DET
ajst-19159	16	21	pressing	press	VERB
ajst-19159	16	22	and	and	CCONJ
ajst-19159	16	23	challenging	challenging	ADJ
ajst-19159	16	24	research	research	NOUN
ajst-19159	16	25	endeavor	endeavor	NOUN
ajst-19159	16	26	in	in	ADP
ajst-19159	16	27	the	the	DET
ajst-19159	16	28	ev	ev	NOUN
ajst-19159	16	29	domain	domain	NOUN
ajst-19159	16	30	[	[	X
ajst-19159	16	31	5	5	NUM
ajst-19159	16	32	]	]	PUNCT
ajst-19159	16	33	.	.	PUNCT
ajst-19159	17	1	the	the	DET
ajst-19159	17	2	objective	objective	NOUN
ajst-19159	17	3	of	of	ADP
ajst-19159	17	4	this	this	DET
ajst-19159	17	5	study	study	NOUN
ajst-19159	17	6	is	be	AUX
ajst-19159	17	7	to	to	PART
ajst-19159	17	8	examine	examine	VERB
ajst-19159	17	9	the	the	DET
ajst-19159	17	10	efficacy	efficacy	NOUN
ajst-19159	17	11	of	of	ADP
ajst-19159	17	12	power	power	NOUN
ajst-19159	17	13	lithium	lithium	PROPN
ajst-19159	17	14	battery	battery	PROPN
ajst-19159	17	15	state	state	NOUN
ajst-19159	17	16	estimation	estimation	NOUN
ajst-19159	17	17	techniques	technique	NOUN
ajst-19159	17	18	and	and	CCONJ
ajst-19159	17	19	assess	assess	VERB
ajst-19159	17	20	their	their	PRON
ajst-19159	17	21	practical	practical	ADJ
ajst-19159	17	22	performance	performance	NOUN
ajst-19159	17	23	.	.	PUNCT
ajst-19159	18	1	2	2	X
ajst-19159	18	2	.	.	X
ajst-19159	18	3	overview	overview	NOUN
ajst-19159	18	4	of	of	ADP
ajst-19159	18	5	evs	evs	NOUN
ajst-19159	18	6	and	and	CCONJ
ajst-19159	18	7	power	power	NOUN
ajst-19159	18	8	lithium	lithium	NOUN
ajst-19159	18	9	battery	battery	PROPN
ajst-19159	18	10	2.1	2.1	NUM
ajst-19159	18	11	.	.	PUNCT
ajst-19159	19	1	evs	evs	VERB
ajst-19159	19	2	development	development	NOUN
ajst-19159	19	3	overview	overview	NOUN
ajst-19159	19	4	and	and	CCONJ
ajst-19159	19	5	characteristics	characteristic	NOUN
ajst-19159	19	6	of	of	ADP
ajst-19159	19	7	power	power	NOUN
ajst-19159	19	8	lithium	lithium	NOUN
ajst-19159	19	9	batteries	battery	NOUN
ajst-19159	19	10	evs	evs	VERB
ajst-19159	19	11	represent	represent	VERB
ajst-19159	19	12	a	a	DET
ajst-19159	19	13	significant	significant	ADJ
ajst-19159	19	14	advancement	advancement	NOUN
ajst-19159	19	15	in	in	ADP
ajst-19159	19	16	transportation	transportation	NOUN
ajst-19159	19	17	technology	technology	NOUN
ajst-19159	19	18	,	,	PUNCT
ajst-19159	19	19	offering	offer	VERB
ajst-19159	19	20	zero	zero	NUM
ajst-19159	19	21	emissions	emission	NOUN
ajst-19159	19	22	,	,	PUNCT
ajst-19159	19	23	reduced	reduce	VERB
ajst-19159	19	24	noise	noise	NOUN
ajst-19159	19	25	,	,	PUNCT
ajst-19159	19	26	and	and	CCONJ
ajst-19159	19	27	increased	increase	VERB
ajst-19159	19	28	efficiency	efficiency	NOUN
ajst-19159	19	29	when	when	SCONJ
ajst-19159	19	30	compared	compare	VERB
ajst-19159	19	31	to	to	ADP
ajst-19159	19	32	traditional	traditional	ADJ
ajst-19159	19	33	fuelpowered	fuelpowere	VERB
ajst-19159	19	34	vehicles	vehicle	NOUN
ajst-19159	19	35	[	[	X
ajst-19159	19	36	6	6	NUM
ajst-19159	19	37	]	]	PUNCT
ajst-19159	19	38	.	.	PUNCT
ajst-19159	20	1	as	as	SCONJ
ajst-19159	20	2	global	global	ADJ
ajst-19159	20	3	energy	energy	NOUN
ajst-19159	20	4	crises	crisis	NOUN
ajst-19159	20	5	and	and	CCONJ
ajst-19159	20	6	environmental	environmental	ADJ
ajst-19159	20	7	pollution	pollution	NOUN
ajst-19159	20	8	become	become	VERB
ajst-19159	20	9	increasingly	increasingly	ADV
ajst-19159	20	10	urgent	urgent	ADJ
ajst-19159	20	11	issues	issue	NOUN
ajst-19159	20	12	,	,	PUNCT
ajst-19159	20	13	evs	evs	NOUN
ajst-19159	20	14	have	have	AUX
ajst-19159	20	15	garnered	garner	VERB
ajst-19159	20	16	widespread	widespread	ADJ
ajst-19159	20	17	attention	attention	NOUN
ajst-19159	20	18	and	and	CCONJ
ajst-19159	20	19	are	be	AUX
ajst-19159	20	20	actively	actively	ADV
ajst-19159	20	21	being	be	AUX
ajst-19159	20	22	researched	research	VERB
ajst-19159	20	23	.	.	PUNCT
ajst-19159	21	1	a	a	DET
ajst-19159	21	2	crucial	crucial	ADJ
ajst-19159	21	3	aspect	aspect	NOUN
ajst-19159	21	4	of	of	ADP
ajst-19159	21	5	ev	ev	PRON
ajst-19159	21	6	technology	technology	NOUN
ajst-19159	21	7	is	be	AUX
ajst-19159	21	8	the	the	DET
ajst-19159	21	9	power	power	NOUN
ajst-19159	21	10	lithium	lithium	NOUN
ajst-19159	21	11	battery	battery	NOUN
ajst-19159	21	12	,	,	PUNCT
ajst-19159	21	13	which	which	PRON
ajst-19159	21	14	plays	play	VERB
ajst-19159	21	15	a	a	DET
ajst-19159	21	16	pivotal	pivotal	ADJ
ajst-19159	21	17	role	role	NOUN
ajst-19159	21	18	in	in	ADP
ajst-19159	21	19	determining	determine	VERB
ajst-19159	21	20	the	the	DET
ajst-19159	21	21	vehicle	vehicle	NOUN
ajst-19159	21	22	's	's	PART
ajst-19159	21	23	range	range	NOUN
ajst-19159	21	24	,	,	PUNCT
ajst-19159	21	25	safety	safety	NOUN
ajst-19159	21	26	,	,	PUNCT
ajst-19159	21	27	and	and	CCONJ
ajst-19159	21	28	longevity	longevity	NOUN
ajst-19159	21	29	.	.	PUNCT
ajst-19159	22	1	these	these	DET
ajst-19159	22	2	batteries	battery	NOUN
ajst-19159	22	3	exist	exist	VERB
ajst-19159	22	4	in	in	ADP
ajst-19159	22	5	various	various	ADJ
ajst-19159	22	6	types	type	NOUN
ajst-19159	22	7	,	,	PUNCT
ajst-19159	22	8	including	include	VERB
ajst-19159	22	9	lithium	lithium	NOUN
ajst-19159	22	10	-	-	PUNCT
ajst-19159	22	11	ion	ion	NOUN
ajst-19159	22	12	,	,	PUNCT
ajst-19159	22	13	nickel	nickel	NOUN
ajst-19159	22	14	-	-	PUNCT
ajst-19159	22	15	hydrogen	hydrogen	NOUN
ajst-19159	22	16	,	,	PUNCT
ajst-19159	22	17	and	and	CCONJ
ajst-19159	22	18	lead	lead	NOUN
ajst-19159	22	19	-	-	PUNCT
ajst-19159	22	20	acid	acid	ADJ
ajst-19159	22	21	,	,	PUNCT
ajst-19159	22	22	each	each	PRON
ajst-19159	22	23	distinguished	distinguish	VERB
ajst-19159	22	24	by	by	ADP
ajst-19159	22	25	its	its	PRON
ajst-19159	22	26	electrolyte	electrolyte	ADJ
ajst-19159	22	27	material	material	NOUN
ajst-19159	22	28	and	and	CCONJ
ajst-19159	22	29	manufacturing	manufacturing	NOUN
ajst-19159	22	30	process	process	NOUN
ajst-19159	22	31	[	[	X
ajst-19159	22	32	7	7	NUM
ajst-19159	22	33	]	]	PUNCT
ajst-19159	22	34	.	.	PUNCT
ajst-19159	23	1	lithium	lithium	NOUN
ajst-19159	23	2	-	-	PUNCT
ajst-19159	23	3	ion	ion	NOUN
ajst-19159	23	4	batteries	battery	NOUN
ajst-19159	23	5	,	,	PUNCT
ajst-19159	23	6	in	in	ADP
ajst-19159	23	7	particular	particular	ADJ
ajst-19159	23	8	,	,	PUNCT
ajst-19159	23	9	stand	stand	VERB
ajst-19159	23	10	out	out	ADP
ajst-19159	23	11	due	due	ADP
ajst-19159	23	12	to	to	ADP
ajst-19159	23	13	their	their	PRON
ajst-19159	23	14	high	high	ADJ
ajst-19159	23	15	energy	energy	NOUN
ajst-19159	23	16	density	density	NOUN
ajst-19159	23	17	,	,	PUNCT
ajst-19159	23	18	long	long	ADJ
ajst-19159	23	19	lifespan	lifespan	NOUN
ajst-19159	23	20	,	,	PUNCT
ajst-19159	23	21	and	and	CCONJ
ajst-19159	23	22	excellent	excellent	ADJ
ajst-19159	23	23	self	self	NOUN
ajst-19159	23	24	-	-	PUNCT
ajst-19159	23	25	discharge	discharge	NOUN
ajst-19159	23	26	characteristics	characteristic	NOUN
ajst-19159	23	27	,	,	PUNCT
ajst-19159	23	28	making	make	VERB
ajst-19159	23	29	them	they	PRON
ajst-19159	23	30	a	a	DET
ajst-19159	23	31	popular	popular	ADJ
ajst-19159	23	32	choice	choice	NOUN
ajst-19159	23	33	for	for	ADP
ajst-19159	23	34	evs	evs	NOUN
ajst-19159	23	35	.	.	PUNCT
ajst-19159	24	1	the	the	DET
ajst-19159	24	2	key	key	ADJ
ajst-19159	24	3	components	component	NOUN
ajst-19159	24	4	of	of	ADP
ajst-19159	24	5	a	a	DET
ajst-19159	24	6	lithium	lithium	NOUN
ajst-19159	24	7	-	-	PUNCT
ajst-19159	24	8	ion	ion	NOUN
ajst-19159	24	9	battery	battery	NOUN
ajst-19159	24	10	are	be	AUX
ajst-19159	24	11	detailed	detail	VERB
ajst-19159	24	12	in	in	ADP
ajst-19159	24	13	table	table	NOUN
ajst-19159	24	14	1	1	NUM
ajst-19159	24	15	.	.	PUNCT
ajst-19159	24	16	table	table	NOUN
ajst-19159	24	17	1	1	NUM
ajst-19159	24	18	.	.	PUNCT
ajst-19159	24	19	list	list	NOUN
ajst-19159	24	20	of	of	ADP
ajst-19159	24	21	main	main	ADJ
ajst-19159	24	22	components	component	NOUN
ajst-19159	24	23	of	of	ADP
ajst-19159	24	24	lithium	lithium	NOUN
ajst-19159	24	25	ion	ion	NOUN
ajst-19159	24	26	battery	battery	NOUN
ajst-19159	24	27	component	component	NOUN
ajst-19159	24	28	materials	material	NOUN
ajst-19159	24	29	/	/	SYM
ajst-19159	24	30	compounds	compound	VERB
ajst-19159	24	31	main	main	ADJ
ajst-19159	24	32	function	function	NOUN
ajst-19159	24	33	positive	positive	ADJ
ajst-19159	24	34	pole	pole	NOUN
ajst-19159	24	35	lithium	lithium	NOUN
ajst-19159	24	36	compound	compound	NOUN
ajst-19159	24	37	storage	storage	NOUN
ajst-19159	24	38	and	and	CCONJ
ajst-19159	24	39	release	release	NOUN
ajst-19159	24	40	of	of	ADP
ajst-19159	24	41	lithium	lithium	NOUN
ajst-19159	24	42	ions	ion	NOUN
ajst-19159	24	43	determine	determine	VERB
ajst-19159	24	44	the	the	DET
ajst-19159	24	45	energy	energy	NOUN
ajst-19159	24	46	density	density	NOUN
ajst-19159	24	47	of	of	ADP
ajst-19159	24	48	the	the	DET
ajst-19159	24	49	battery	battery	NOUN
ajst-19159	24	50	.	.	PUNCT
ajst-19159	25	1	negative	negative	ADJ
ajst-19159	25	2	pole	pole	NOUN
ajst-19159	25	3	carbon	carbon	NOUN
ajst-19159	25	4	material	material	NOUN
ajst-19159	25	5	store	store	NOUN
ajst-19159	25	6	and	and	CCONJ
ajst-19159	25	7	release	release	VERB
ajst-19159	25	8	lithium	lithium	NOUN
ajst-19159	25	9	ions	ion	NOUN
ajst-19159	25	10	,	,	PUNCT
ajst-19159	25	11	and	and	CCONJ
ajst-19159	25	12	cooperate	cooperate	VERB
ajst-19159	25	13	with	with	ADP
ajst-19159	25	14	the	the	DET
ajst-19159	25	15	positive	positive	ADJ
ajst-19159	25	16	electrode	electrode	NOUN
ajst-19159	25	17	to	to	PART
ajst-19159	25	18	generate	generate	VERB
ajst-19159	25	19	current	current	ADJ
ajst-19159	25	20	.	.	PUNCT
ajst-19159	26	1	electrolytic	electrolytic	ADJ
ajst-19159	26	2	organic	organic	ADJ
ajst-19159	26	3	solvent+lithium	solvent+lithium	PROPN
ajst-19159	26	4	salt	salt	NOUN
ajst-19159	26	5	responsible	responsible	ADJ
ajst-19159	26	6	for	for	ADP
ajst-19159	26	7	the	the	DET
ajst-19159	26	8	transmission	transmission	NOUN
ajst-19159	26	9	of	of	ADP
ajst-19159	26	10	lithium	lithium	NOUN
ajst-19159	26	11	ions	ion	NOUN
ajst-19159	26	12	between	between	ADP
ajst-19159	26	13	the	the	DET
ajst-19159	26	14	positive	positive	ADJ
ajst-19159	26	15	and	and	CCONJ
ajst-19159	26	16	negative	negative	ADJ
ajst-19159	26	17	electrodes	electrode	NOUN
ajst-19159	26	18	,	,	PUNCT
ajst-19159	26	19	which	which	PRON
ajst-19159	26	20	affects	affect	VERB
ajst-19159	26	21	the	the	DET
ajst-19159	26	22	charging	charging	NOUN
ajst-19159	26	23	and	and	CCONJ
ajst-19159	26	24	discharging	discharge	VERB
ajst-19159	26	25	performance	performance	NOUN
ajst-19159	26	26	of	of	ADP
ajst-19159	26	27	the	the	DET
ajst-19159	26	28	battery	battery	NOUN
ajst-19159	26	29	.	.	PUNCT
ajst-19159	27	1	lack	lack	NOUN
ajst-19159	27	2	of	of	ADP
ajst-19159	27	3	mutual	mutual	ADJ
ajst-19159	27	4	understanding	understanding	NOUN
ajst-19159	27	5	polyolefin	polyolefin	NOUN
ajst-19159	27	6	material	material	NOUN
ajst-19159	27	7	isolate	isolate	VERB
ajst-19159	27	8	the	the	DET
ajst-19159	27	9	positive	positive	ADJ
ajst-19159	27	10	and	and	CCONJ
ajst-19159	27	11	negative	negative	ADJ
ajst-19159	27	12	electrodes	electrode	NOUN
ajst-19159	27	13	to	to	PART
ajst-19159	27	14	prevent	prevent	VERB
ajst-19159	27	15	short	short	ADJ
ajst-19159	27	16	circuit	circuit	NOUN
ajst-19159	27	17	of	of	ADP
ajst-19159	27	18	the	the	DET
ajst-19159	27	19	battery	battery	NOUN
ajst-19159	27	20	and	and	CCONJ
ajst-19159	27	21	ensure	ensure	VERB
ajst-19159	27	22	the	the	DET
ajst-19159	27	23	safety	safety	NOUN
ajst-19159	27	24	of	of	ADP
ajst-19159	27	25	the	the	DET
ajst-19159	27	26	battery	battery	NOUN
ajst-19159	27	27	.	.	PUNCT
ajst-19159	28	1	115	115	NUM
ajst-19159	28	2	lithium	lithium	NOUN
ajst-19159	28	3	-	-	PUNCT
ajst-19159	28	4	ion	ion	NOUN
ajst-19159	28	5	batteries	battery	NOUN
ajst-19159	28	6	boast	boast	VERB
ajst-19159	28	7	a	a	DET
ajst-19159	28	8	high	high	ADJ
ajst-19159	28	9	energy	energy	NOUN
ajst-19159	28	10	density	density	NOUN
ajst-19159	28	11	,	,	PUNCT
ajst-19159	28	12	enabling	enable	VERB
ajst-19159	28	13	them	they	PRON
ajst-19159	28	14	to	to	PART
ajst-19159	28	15	pack	pack	VERB
ajst-19159	28	16	more	more	ADJ
ajst-19159	28	17	electric	electric	ADJ
ajst-19159	28	18	power	power	NOUN
ajst-19159	28	19	within	within	ADP
ajst-19159	28	20	the	the	DET
ajst-19159	28	21	same	same	ADJ
ajst-19159	28	22	weight	weight	NOUN
ajst-19159	28	23	or	or	CCONJ
ajst-19159	28	24	volume	volume	NOUN
ajst-19159	28	25	,	,	PUNCT
ajst-19159	28	26	thereby	thereby	ADV
ajst-19159	28	27	extending	extend	VERB
ajst-19159	28	28	the	the	DET
ajst-19159	28	29	driving	drive	VERB
ajst-19159	28	30	range	range	NOUN
ajst-19159	28	31	of	of	ADP
ajst-19159	28	32	evs	evs	NOUN
ajst-19159	28	33	[	[	X
ajst-19159	28	34	8	8	NUM
ajst-19159	28	35	]	]	PUNCT
ajst-19159	28	36	.	.	PUNCT
ajst-19159	29	1	moreover	moreover	ADV
ajst-19159	29	2	,	,	PUNCT
ajst-19159	29	3	these	these	DET
ajst-19159	29	4	batteries	battery	NOUN
ajst-19159	29	5	exhibit	exhibit	VERB
ajst-19159	29	6	a	a	DET
ajst-19159	29	7	remarkable	remarkable	ADJ
ajst-19159	29	8	cycle	cycle	NOUN
ajst-19159	29	9	life	life	NOUN
ajst-19159	29	10	,	,	PUNCT
ajst-19159	29	11	enduring	endure	VERB
ajst-19159	29	12	thousands	thousand	NOUN
ajst-19159	29	13	of	of	ADP
ajst-19159	29	14	charging	charge	VERB
ajst-19159	29	15	and	and	CCONJ
ajst-19159	29	16	discharging	discharge	VERB
ajst-19159	29	17	cycles	cycle	NOUN
ajst-19159	29	18	without	without	ADP
ajst-19159	29	19	significant	significant	ADJ
ajst-19159	29	20	performance	performance	NOUN
ajst-19159	29	21	degradation	degradation	NOUN
ajst-19159	29	22	.	.	PUNCT
ajst-19159	30	1	additionally	additionally	ADV
ajst-19159	30	2	,	,	PUNCT
ajst-19159	30	3	lithium	lithium	NOUN
ajst-19159	30	4	-	-	PUNCT
ajst-19159	30	5	ion	ion	NOUN
ajst-19159	30	6	batteries	battery	NOUN
ajst-19159	30	7	have	have	VERB
ajst-19159	30	8	a	a	DET
ajst-19159	30	9	low	low	ADJ
ajst-19159	30	10	self	self	NOUN
ajst-19159	30	11	-	-	PUNCT
ajst-19159	30	12	discharge	discharge	NOUN
ajst-19159	30	13	rate	rate	NOUN
ajst-19159	30	14	,	,	PUNCT
ajst-19159	30	15	allowing	allow	VERB
ajst-19159	30	16	them	they	PRON
ajst-19159	30	17	to	to	PART
ajst-19159	30	18	retain	retain	VERB
ajst-19159	30	19	a	a	DET
ajst-19159	30	20	substantial	substantial	ADJ
ajst-19159	30	21	charge	charge	NOUN
ajst-19159	30	22	even	even	ADV
ajst-19159	30	23	after	after	ADP
ajst-19159	30	24	prolonged	prolonged	ADJ
ajst-19159	30	25	periods	period	NOUN
ajst-19159	30	26	of	of	ADP
ajst-19159	30	27	inactivity	inactivity	NOUN
ajst-19159	30	28	.	.	PUNCT
ajst-19159	31	1	nevertheless	nevertheless	ADV
ajst-19159	31	2	,	,	PUNCT
ajst-19159	31	3	these	these	DET
ajst-19159	31	4	batteries	battery	NOUN
ajst-19159	31	5	also	also	ADV
ajst-19159	31	6	present	present	VERB
ajst-19159	31	7	some	some	DET
ajst-19159	31	8	drawbacks	drawback	NOUN
ajst-19159	31	9	,	,	PUNCT
ajst-19159	31	10	including	include	VERB
ajst-19159	31	11	elevated	elevate	VERB
ajst-19159	31	12	costs	cost	NOUN
ajst-19159	31	13	and	and	CCONJ
ajst-19159	31	14	extended	extended	ADJ
ajst-19159	31	15	charging	charging	NOUN
ajst-19159	31	16	durations	duration	NOUN
ajst-19159	31	17	.	.	PUNCT
ajst-19159	32	1	2.2	2.2	NUM
ajst-19159	32	2	.	.	PUNCT
ajst-19159	32	3	application	application	NOUN
ajst-19159	32	4	of	of	ADP
ajst-19159	32	5	power	power	NOUN
ajst-19159	32	6	lithium	lithium	NOUN
ajst-19159	32	7	battery	battery	NOUN
ajst-19159	32	8	in	in	ADP
ajst-19159	32	9	evs	evs	NOUN
ajst-19159	32	10	in	in	ADP
ajst-19159	32	11	ev	ev	ADP
ajst-19159	32	12	designs	design	NOUN
ajst-19159	32	13	,	,	PUNCT
ajst-19159	32	14	power	power	NOUN
ajst-19159	32	15	lithium	lithium	NOUN
ajst-19159	32	16	batteries	battery	NOUN
ajst-19159	32	17	are	be	AUX
ajst-19159	32	18	often	often	ADV
ajst-19159	32	19	combined	combine	VERB
ajst-19159	32	20	in	in	ADP
ajst-19159	32	21	various	various	ADJ
ajst-19159	32	22	configurations	configuration	NOUN
ajst-19159	32	23	either	either	CCONJ
ajst-19159	32	24	series	series	NOUN
ajst-19159	32	25	or	or	CCONJ
ajst-19159	32	26	parallel	parallel	NOUN
ajst-19159	32	27	to	to	PART
ajst-19159	32	28	satisfy	satisfy	VERB
ajst-19159	32	29	diverse	diverse	ADJ
ajst-19159	32	30	voltage	voltage	NOUN
ajst-19159	32	31	and	and	CCONJ
ajst-19159	32	32	capacity	capacity	NOUN
ajst-19159	32	33	needs	need	VERB
ajst-19159	32	34	[	[	X
ajst-19159	32	35	9	9	NUM
ajst-19159	32	36	]	]	PUNCT
ajst-19159	32	37	.	.	PUNCT
ajst-19159	33	1	to	to	PART
ajst-19159	33	2	guarantee	guarantee	VERB
ajst-19159	33	3	the	the	DET
ajst-19159	33	4	battery	battery	NOUN
ajst-19159	33	5	pack	pack	NOUN
ajst-19159	33	6	's	's	PART
ajst-19159	33	7	safety	safety	NOUN
ajst-19159	33	8	and	and	CCONJ
ajst-19159	33	9	reliability	reliability	NOUN
ajst-19159	33	10	,	,	PUNCT
ajst-19159	33	11	it	it	PRON
ajst-19159	33	12	is	be	AUX
ajst-19159	33	13	crucial	crucial	ADJ
ajst-19159	33	14	to	to	PART
ajst-19159	33	15	incorporate	incorporate	VERB
ajst-19159	33	16	a	a	DET
ajst-19159	33	17	battery	battery	NOUN
ajst-19159	33	18	management	management	NOUN
ajst-19159	33	19	system	system	NOUN
ajst-19159	33	20	.	.	PUNCT
ajst-19159	34	1	this	this	DET
ajst-19159	34	2	system	system	NOUN
ajst-19159	34	3	oversees	oversee	VERB
ajst-19159	34	4	essential	essential	ADJ
ajst-19159	34	5	battery	battery	NOUN
ajst-19159	34	6	pack	pack	NOUN
ajst-19159	34	7	parameters	parameter	NOUN
ajst-19159	34	8	like	like	ADP
ajst-19159	34	9	voltage	voltage	NOUN
ajst-19159	34	10	,	,	PUNCT
ajst-19159	34	11	current	current	ADJ
ajst-19159	34	12	,	,	PUNCT
ajst-19159	34	13	and	and	CCONJ
ajst-19159	34	14	temperature	temperature	NOUN
ajst-19159	34	15	,	,	PUNCT
ajst-19159	34	16	executing	execute	VERB
ajst-19159	34	17	necessary	necessary	ADJ
ajst-19159	34	18	control	control	NOUN
ajst-19159	34	19	and	and	CCONJ
ajst-19159	34	20	safeguarding	safeguard	VERB
ajst-19159	34	21	measures	measure	NOUN
ajst-19159	34	22	to	to	PART
ajst-19159	34	23	ensure	ensure	VERB
ajst-19159	34	24	safe	safe	ADJ
ajst-19159	34	25	operation	operation	NOUN
ajst-19159	34	26	and	and	CCONJ
ajst-19159	34	27	extend	extend	VERB
ajst-19159	34	28	the	the	DET
ajst-19159	34	29	battery	battery	NOUN
ajst-19159	34	30	pack	pack	NOUN
ajst-19159	34	31	's	's	PART
ajst-19159	34	32	lifespan	lifespan	NOUN
ajst-19159	34	33	.	.	PUNCT
ajst-19159	35	1	furthermore	furthermore	ADV
ajst-19159	35	2	,	,	PUNCT
ajst-19159	35	3	when	when	SCONJ
ajst-19159	35	4	designing	design	VERB
ajst-19159	35	5	and	and	CCONJ
ajst-19159	35	6	developing	develop	VERB
ajst-19159	35	7	evs	evs	NOUN
ajst-19159	35	8	,	,	PUNCT
ajst-19159	35	9	it	it	PRON
ajst-19159	35	10	's	be	AUX
ajst-19159	35	11	vital	vital	ADJ
ajst-19159	35	12	to	to	PART
ajst-19159	35	13	consider	consider	VERB
ajst-19159	35	14	the	the	DET
ajst-19159	35	15	integration	integration	NOUN
ajst-19159	35	16	of	of	ADP
ajst-19159	35	17	the	the	DET
ajst-19159	35	18	power	power	NOUN
ajst-19159	35	19	lithium	lithium	NOUN
ajst-19159	35	20	battery	battery	NOUN
ajst-19159	35	21	with	with	ADP
ajst-19159	35	22	other	other	ADJ
ajst-19159	35	23	critical	critical	ADJ
ajst-19159	35	24	components	component	NOUN
ajst-19159	35	25	like	like	ADP
ajst-19159	35	26	the	the	DET
ajst-19159	35	27	motor	motor	NOUN
ajst-19159	35	28	and	and	CCONJ
ajst-19159	35	29	controller	controller	NOUN
ajst-19159	35	30	.	.	PUNCT
ajst-19159	36	1	optimal	optimal	ADJ
ajst-19159	36	2	performance	performance	NOUN
ajst-19159	36	3	of	of	ADP
ajst-19159	36	4	evs	evs	NOUN
ajst-19159	36	5	is	be	AUX
ajst-19159	36	6	only	only	ADV
ajst-19159	36	7	achieved	achieve	VERB
ajst-19159	36	8	when	when	SCONJ
ajst-19159	36	9	these	these	DET
ajst-19159	36	10	components	component	NOUN
ajst-19159	36	11	seamlessly	seamlessly	ADV
ajst-19159	36	12	collaborate	collaborate	VERB
ajst-19159	36	13	.	.	PUNCT
ajst-19159	37	1	3	3	X
ajst-19159	37	2	.	.	X
ajst-19159	37	3	basic	basic	ADJ
ajst-19159	37	4	method	method	NOUN
ajst-19159	37	5	of	of	ADP
ajst-19159	37	6	state	state	NOUN
ajst-19159	37	7	estimation	estimation	NOUN
ajst-19159	37	8	for	for	ADP
ajst-19159	37	9	power	power	NOUN
ajst-19159	37	10	lithium	lithium	NOUN
ajst-19159	37	11	battery	battery	PROPN
ajst-19159	37	12	3.1	3.1	NUM
ajst-19159	37	13	.	.	PUNCT
ajst-19159	38	1	definition	definition	NOUN
ajst-19159	38	2	and	and	CCONJ
ajst-19159	38	3	importance	importance	NOUN
ajst-19159	38	4	of	of	ADP
ajst-19159	38	5	battery	battery	NOUN
ajst-19159	38	6	state	state	NOUN
ajst-19159	38	7	estimation	estimation	NOUN
ajst-19159	38	8	battery	battery	NOUN
ajst-19159	38	9	state	state	NOUN
ajst-19159	38	10	estimation	estimation	NOUN
ajst-19159	38	11	involves	involve	VERB
ajst-19159	38	12	the	the	DET
ajst-19159	38	13	continuous	continuous	ADJ
ajst-19159	38	14	and	and	CCONJ
ajst-19159	38	15	precise	precise	ADJ
ajst-19159	38	16	monitoring	monitoring	NOUN
ajst-19159	38	17	as	as	ADV
ajst-19159	38	18	well	well	ADV
ajst-19159	38	19	as	as	ADP
ajst-19159	38	20	forecasting	forecasting	NOUN
ajst-19159	38	21	of	of	ADP
ajst-19159	38	22	power	power	NOUN
ajst-19159	38	23	lithium	lithium	NOUN
ajst-19159	38	24	batteries	battery	NOUN
ajst-19159	38	25	'	'	PART
ajst-19159	38	26	present	present	ADJ
ajst-19159	38	27	condition	condition	NOUN
ajst-19159	38	28	.	.	PUNCT
ajst-19159	39	1	this	this	PRON
ajst-19159	39	2	encompasses	encompass	VERB
ajst-19159	39	3	assessing	assess	VERB
ajst-19159	39	4	crucial	crucial	ADJ
ajst-19159	39	5	metrics	metric	NOUN
ajst-19159	39	6	such	such	ADJ
ajst-19159	39	7	as	as	ADP
ajst-19159	39	8	soc	soc	NOUN
ajst-19159	39	9	(	(	PUNCT
ajst-19159	39	10	state	state	NOUN
ajst-19159	39	11	of	of	ADP
ajst-19159	39	12	charge	charge	NOUN
ajst-19159	39	13	)	)	PUNCT
ajst-19159	39	14	,	,	PUNCT
ajst-19159	39	15	soh	soh	PROPN
ajst-19159	39	16	(	(	PUNCT
ajst-19159	39	17	state	state	NOUN
ajst-19159	39	18	of	of	ADP
ajst-19159	39	19	health	health	NOUN
ajst-19159	39	20	)	)	PUNCT
ajst-19159	39	21	,	,	PUNCT
ajst-19159	39	22	sop	sop	PROPN
ajst-19159	39	23	(	(	PUNCT
ajst-19159	39	24	state	state	NOUN
ajst-19159	39	25	of	of	ADP
ajst-19159	39	26	power	power	NOUN
ajst-19159	39	27	)	)	PUNCT
ajst-19159	39	28	,	,	PUNCT
ajst-19159	39	29	and	and	CCONJ
ajst-19159	39	30	sos	sos	PROPN
ajst-19159	39	31	(	(	PUNCT
ajst-19159	39	32	state	state	NOUN
ajst-19159	39	33	of	of	ADP
ajst-19159	39	34	safety	safety	NOUN
ajst-19159	39	35	)	)	PUNCT
ajst-19159	40	1	[	[	X
ajst-19159	40	2	10	10	NUM
ajst-19159	40	3	]	]	PUNCT
ajst-19159	40	4	.	.	PUNCT
ajst-19159	41	1	these	these	DET
ajst-19159	41	2	metrics	metric	NOUN
ajst-19159	41	3	directly	directly	ADV
ajst-19159	41	4	correlate	correlate	VERB
ajst-19159	41	5	to	to	ADP
ajst-19159	41	6	the	the	DET
ajst-19159	41	7	battery	battery	NOUN
ajst-19159	41	8	's	's	PART
ajst-19159	41	9	performance	performance	NOUN
ajst-19159	41	10	,	,	PUNCT
ajst-19159	41	11	remaining	remain	VERB
ajst-19159	41	12	capacity	capacity	NOUN
ajst-19159	41	13	,	,	PUNCT
ajst-19159	41	14	degradation	degradation	NOUN
ajst-19159	41	15	level	level	NOUN
ajst-19159	41	16	,	,	PUNCT
ajst-19159	41	17	and	and	CCONJ
ajst-19159	41	18	potential	potential	ADJ
ajst-19159	41	19	hazards	hazard	NOUN
ajst-19159	41	20	,	,	PUNCT
ajst-19159	41	21	all	all	PRON
ajst-19159	41	22	of	of	ADP
ajst-19159	41	23	which	which	PRON
ajst-19159	41	24	are	be	AUX
ajst-19159	41	25	pivotal	pivotal	ADJ
ajst-19159	41	26	for	for	ADP
ajst-19159	41	27	ensuring	ensure	VERB
ajst-19159	41	28	ev	ev	ADP
ajst-19159	41	29	reliability	reliability	NOUN
ajst-19159	41	30	,	,	PUNCT
ajst-19159	41	31	optimizing	optimize	VERB
ajst-19159	41	32	energy	energy	NOUN
ajst-19159	41	33	usage	usage	NOUN
ajst-19159	41	34	,	,	PUNCT
ajst-19159	41	35	and	and	CCONJ
ajst-19159	41	36	mitigating	mitigate	VERB
ajst-19159	41	37	battery	battery	NOUN
ajst-19159	41	38	-	-	PUNCT
ajst-19159	41	39	related	relate	VERB
ajst-19159	41	40	risks	risk	NOUN
ajst-19159	41	41	.	.	PUNCT
ajst-19159	42	1	by	by	ADP
ajst-19159	42	2	obtaining	obtain	VERB
ajst-19159	42	3	real	real	ADJ
ajst-19159	42	4	-	-	PUNCT
ajst-19159	42	5	time	time	NOUN
ajst-19159	42	6	battery	battery	NOUN
ajst-19159	42	7	data	datum	NOUN
ajst-19159	42	8	,	,	PUNCT
ajst-19159	42	9	damage	damage	NOUN
ajst-19159	42	10	from	from	ADP
ajst-19159	42	11	improper	improper	ADJ
ajst-19159	42	12	practices	practice	NOUN
ajst-19159	42	13	like	like	ADP
ajst-19159	42	14	overcharging	overcharge	VERB
ajst-19159	42	15	or	or	CCONJ
ajst-19159	42	16	overdischarging	overdischarging	NOUN
ajst-19159	42	17	can	can	AUX
ajst-19159	42	18	be	be	AUX
ajst-19159	42	19	minimized	minimize	VERB
ajst-19159	42	20	,	,	PUNCT
ajst-19159	42	21	extending	extend	VERB
ajst-19159	42	22	the	the	DET
ajst-19159	42	23	battery	battery	NOUN
ajst-19159	42	24	's	's	PART
ajst-19159	42	25	lifespan	lifespan	NOUN
ajst-19159	42	26	.	.	PUNCT
ajst-19159	43	1	furthermore	furthermore	ADV
ajst-19159	43	2	,	,	PUNCT
ajst-19159	43	3	leveraging	leverage	VERB
ajst-19159	43	4	this	this	DET
ajst-19159	43	5	information	information	NOUN
ajst-19159	43	6	allows	allow	VERB
ajst-19159	43	7	for	for	ADP
ajst-19159	43	8	refined	refined	ADJ
ajst-19159	43	9	vehicle	vehicle	NOUN
ajst-19159	43	10	energy	energy	NOUN
ajst-19159	43	11	management	management	NOUN
ajst-19159	43	12	,	,	PUNCT
ajst-19159	43	13	enhancing	enhance	VERB
ajst-19159	43	14	efficiency	efficiency	NOUN
ajst-19159	43	15	,	,	PUNCT
ajst-19159	43	16	range	range	NOUN
ajst-19159	43	17	,	,	PUNCT
ajst-19159	43	18	and	and	CCONJ
ajst-19159	43	19	overall	overall	ADJ
ajst-19159	43	20	user	user	NOUN
ajst-19159	43	21	satisfaction	satisfaction	NOUN
ajst-19159	43	22	with	with	ADP
ajst-19159	43	23	evs	evs	PROPN
ajst-19159	43	24	.	.	PUNCT
ajst-19159	44	1	3.2	3.2	NUM
ajst-19159	44	2	.	.	PUNCT
ajst-19159	45	1	common	common	ADJ
ajst-19159	45	2	battery	battery	NOUN
ajst-19159	45	3	state	state	NOUN
ajst-19159	45	4	estimation	estimation	NOUN
ajst-19159	45	5	methods	method	NOUN
ajst-19159	45	6	(	(	PUNCT
ajst-19159	45	7	1	1	NUM
ajst-19159	45	8	)	)	PUNCT
ajst-19159	45	9	voltage	voltage	NOUN
ajst-19159	45	10	-	-	PUNCT
ajst-19159	45	11	based	base	VERB
ajst-19159	45	12	approach	approach	NOUN
ajst-19159	45	13	the	the	DET
ajst-19159	45	14	voltage	voltage	NOUN
ajst-19159	45	15	-	-	PUNCT
ajst-19159	45	16	based	base	VERB
ajst-19159	45	17	approach	approach	NOUN
ajst-19159	45	18	is	be	AUX
ajst-19159	45	19	among	among	ADP
ajst-19159	45	20	the	the	DET
ajst-19159	45	21	earliest	early	ADJ
ajst-19159	45	22	techniques	technique	NOUN
ajst-19159	45	23	for	for	ADP
ajst-19159	45	24	assessing	assess	VERB
ajst-19159	45	25	the	the	DET
ajst-19159	45	26	state	state	NOUN
ajst-19159	45	27	of	of	ADP
ajst-19159	45	28	power	power	NOUN
ajst-19159	45	29	lithium	lithium	NOUN
ajst-19159	45	30	batteries	battery	NOUN
ajst-19159	45	31	.	.	PUNCT
ajst-19159	46	1	it	it	PRON
ajst-19159	46	2	involves	involve	VERB
ajst-19159	46	3	determining	determine	VERB
ajst-19159	46	4	the	the	DET
ajst-19159	46	5	battery	battery	NOUN
ajst-19159	46	6	's	's	PART
ajst-19159	46	7	soc	soc	NOUN
ajst-19159	46	8	and	and	CCONJ
ajst-19159	46	9	other	other	ADJ
ajst-19159	46	10	state	state	NOUN
ajst-19159	46	11	information	information	NOUN
ajst-19159	46	12	by	by	ADP
ajst-19159	46	13	measuring	measure	VERB
ajst-19159	46	14	its	its	PRON
ajst-19159	46	15	terminal	terminal	ADJ
ajst-19159	46	16	voltage	voltage	NOUN
ajst-19159	46	17	[	[	X
ajst-19159	46	18	11	11	NUM
ajst-19159	46	19	]	]	PUNCT
ajst-19159	46	20	.	.	PUNCT
ajst-19159	47	1	while	while	SCONJ
ajst-19159	47	2	there	there	PRON
ajst-19159	47	3	's	be	VERB
ajst-19159	47	4	a	a	DET
ajst-19159	47	5	correlation	correlation	NOUN
ajst-19159	47	6	between	between	ADP
ajst-19159	47	7	the	the	DET
ajst-19159	47	8	terminal	terminal	ADJ
ajst-19159	47	9	voltage	voltage	NOUN
ajst-19159	47	10	and	and	CCONJ
ajst-19159	47	11	soc	soc	NOUN
ajst-19159	47	12	during	during	ADP
ajst-19159	47	13	battery	battery	NOUN
ajst-19159	47	14	charging	charging	NOUN
ajst-19159	47	15	and	and	CCONJ
ajst-19159	47	16	discharging	discharge	VERB
ajst-19159	47	17	,	,	PUNCT
ajst-19159	47	18	factors	factor	NOUN
ajst-19159	47	19	like	like	ADP
ajst-19159	47	20	internal	internal	ADJ
ajst-19159	47	21	resistance	resistance	NOUN
ajst-19159	47	22	,	,	PUNCT
ajst-19159	47	23	temperature	temperature	NOUN
ajst-19159	47	24	,	,	PUNCT
ajst-19159	47	25	and	and	CCONJ
ajst-19159	47	26	aging	aging	NOUN
ajst-19159	47	27	can	can	AUX
ajst-19159	47	28	significantly	significantly	ADV
ajst-19159	47	29	impact	impact	VERB
ajst-19159	47	30	the	the	DET
ajst-19159	47	31	accuracy	accuracy	NOUN
ajst-19159	47	32	of	of	ADP
ajst-19159	47	33	this	this	DET
ajst-19159	47	34	method	method	NOUN
ajst-19159	47	35	.	.	PUNCT
ajst-19159	48	1	(	(	PUNCT
ajst-19159	48	2	2	2	X
ajst-19159	48	3	)	)	PUNCT
ajst-19159	48	4	current	current	ADJ
ajst-19159	48	5	-	-	PUNCT
ajst-19159	48	6	based	base	VERB
ajst-19159	48	7	technique	technique	NOUN
ajst-19159	48	8	the	the	DET
ajst-19159	48	9	current	current	ADV
ajst-19159	48	10	-	-	PUNCT
ajst-19159	48	11	based	base	VERB
ajst-19159	48	12	method	method	NOUN
ajst-19159	48	13	estimates	estimate	VERB
ajst-19159	48	14	battery	battery	NOUN
ajst-19159	48	15	states	state	NOUN
ajst-19159	48	16	,	,	PUNCT
ajst-19159	48	17	such	such	ADJ
ajst-19159	48	18	as	as	ADP
ajst-19159	48	19	soc	soc	NOUN
ajst-19159	48	20	,	,	PUNCT
ajst-19159	48	21	by	by	ADP
ajst-19159	48	22	gauging	gauge	VERB
ajst-19159	48	23	its	its	PRON
ajst-19159	48	24	charging	charging	NOUN
ajst-19159	48	25	and	and	CCONJ
ajst-19159	48	26	discharging	discharge	VERB
ajst-19159	48	27	current	current	ADJ
ajst-19159	48	28	.	.	PUNCT
ajst-19159	49	1	it	it	PRON
ajst-19159	49	2	typically	typically	ADV
ajst-19159	49	3	combines	combine	VERB
ajst-19159	49	4	the	the	DET
ajst-19159	49	5	initial	initial	ADJ
ajst-19159	49	6	soc	soc	NOUN
ajst-19159	49	7	with	with	ADP
ajst-19159	49	8	current	current	ADJ
ajst-19159	49	9	integration	integration	NOUN
ajst-19159	49	10	to	to	PART
ajst-19159	49	11	calculate	calculate	VERB
ajst-19159	49	12	the	the	DET
ajst-19159	49	13	current	current	ADJ
ajst-19159	49	14	soc	soc	NOUN
ajst-19159	49	15	.	.	PUNCT
ajst-19159	50	1	unlike	unlike	ADP
ajst-19159	50	2	the	the	DET
ajst-19159	50	3	voltage	voltage	NOUN
ajst-19159	50	4	-	-	PUNCT
ajst-19159	50	5	based	base	VERB
ajst-19159	50	6	method	method	NOUN
ajst-19159	50	7	,	,	PUNCT
ajst-19159	50	8	this	this	DET
ajst-19159	50	9	technique	technique	NOUN
ajst-19159	50	10	is	be	AUX
ajst-19159	50	11	less	less	ADV
ajst-19159	50	12	affected	affect	VERB
ajst-19159	50	13	by	by	ADP
ajst-19159	50	14	internal	internal	ADJ
ajst-19159	50	15	resistance	resistance	NOUN
ajst-19159	50	16	and	and	CCONJ
ajst-19159	50	17	other	other	ADJ
ajst-19159	50	18	factors	factor	NOUN
ajst-19159	50	19	,	,	PUNCT
ajst-19159	50	20	offering	offer	VERB
ajst-19159	50	21	higher	high	ADJ
ajst-19159	50	22	estimation	estimation	NOUN
ajst-19159	50	23	accuracy	accuracy	NOUN
ajst-19159	50	24	.	.	PUNCT
ajst-19159	51	1	however	however	ADV
ajst-19159	51	2	,	,	PUNCT
ajst-19159	51	3	it	it	PRON
ajst-19159	51	4	relies	rely	VERB
ajst-19159	51	5	on	on	ADP
ajst-19159	51	6	precise	precise	ADJ
ajst-19159	51	7	current	current	ADJ
ajst-19159	51	8	measurements	measurement	NOUN
ajst-19159	51	9	and	and	CCONJ
ajst-19159	51	10	an	an	DET
ajst-19159	51	11	accurate	accurate	ADJ
ajst-19159	51	12	initial	initial	ADJ
ajst-19159	51	13	soc	soc	NOUN
ajst-19159	51	14	value	value	NOUN
ajst-19159	51	15	to	to	PART
ajst-19159	51	16	avoid	avoid	VERB
ajst-19159	51	17	error	error	NOUN
ajst-19159	51	18	accumulation	accumulation	NOUN
ajst-19159	51	19	.	.	PUNCT
ajst-19159	52	1	(	(	PUNCT
ajst-19159	52	2	3	3	X
ajst-19159	52	3	)	)	PUNCT
ajst-19159	52	4	internal	internal	ADJ
ajst-19159	52	5	resistance	resistance	NOUN
ajst-19159	52	6	-	-	PUNCT
ajst-19159	52	7	based	base	VERB
ajst-19159	52	8	method	method	NOUN
ajst-19159	52	9	this	this	DET
ajst-19159	52	10	method	method	NOUN
ajst-19159	52	11	judges	judge	VERB
ajst-19159	52	12	battery	battery	NOUN
ajst-19159	52	13	states	state	NOUN
ajst-19159	52	14	,	,	PUNCT
ajst-19159	52	15	particularly	particularly	ADV
ajst-19159	52	16	soh	soh	PROPN
ajst-19159	52	17	,	,	PUNCT
ajst-19159	52	18	by	by	ADP
ajst-19159	52	19	measuring	measure	VERB
ajst-19159	52	20	its	its	PRON
ajst-19159	52	21	internal	internal	ADJ
ajst-19159	52	22	resistance	resistance	NOUN
ajst-19159	52	23	.	.	PUNCT
ajst-19159	53	1	since	since	SCONJ
ajst-19159	53	2	internal	internal	ADJ
ajst-19159	53	3	resistance	resistance	NOUN
ajst-19159	53	4	correlates	correlate	VERB
ajst-19159	53	5	closely	closely	ADV
ajst-19159	53	6	with	with	ADP
ajst-19159	53	7	battery	battery	NOUN
ajst-19159	53	8	capacity	capacity	NOUN
ajst-19159	53	9	and	and	CCONJ
ajst-19159	53	10	aging	aging	NOUN
ajst-19159	53	11	,	,	PUNCT
ajst-19159	53	12	it	it	PRON
ajst-19159	53	13	can	can	AUX
ajst-19159	53	14	provide	provide	VERB
ajst-19159	53	15	insights	insight	NOUN
ajst-19159	53	16	into	into	ADP
ajst-19159	53	17	the	the	DET
ajst-19159	53	18	battery	battery	NOUN
ajst-19159	53	19	's	's	PART
ajst-19159	53	20	condition	condition	NOUN
ajst-19159	53	21	.	.	PUNCT
ajst-19159	54	1	however	however	ADV
ajst-19159	54	2	,	,	PUNCT
ajst-19159	54	3	measuring	measure	VERB
ajst-19159	54	4	internal	internal	ADJ
ajst-19159	54	5	resistance	resistance	NOUN
ajst-19159	54	6	often	often	ADV
ajst-19159	54	7	requires	require	VERB
ajst-19159	54	8	specialized	specialized	ADJ
ajst-19159	54	9	equipment	equipment	NOUN
ajst-19159	54	10	and	and	CCONJ
ajst-19159	54	11	is	be	AUX
ajst-19159	54	12	sensitive	sensitive	ADJ
ajst-19159	54	13	to	to	ADP
ajst-19159	54	14	factors	factor	NOUN
ajst-19159	54	15	like	like	ADP
ajst-19159	54	16	temperature	temperature	NOUN
ajst-19159	54	17	and	and	CCONJ
ajst-19159	54	18	measurement	measurement	NOUN
ajst-19159	54	19	frequency	frequency	NOUN
ajst-19159	54	20	,	,	PUNCT
ajst-19159	54	21	limiting	limit	VERB
ajst-19159	54	22	its	its	PRON
ajst-19159	54	23	practical	practical	ADJ
ajst-19159	54	24	applications	application	NOUN
ajst-19159	54	25	.	.	PUNCT
ajst-19159	55	1	(	(	PUNCT
ajst-19159	55	2	4	4	X
ajst-19159	55	3	)	)	PUNCT
ajst-19159	55	4	data	datum	NOUN
ajst-19159	55	5	fusion	fusion	NOUN
ajst-19159	55	6	-	-	PUNCT
ajst-19159	55	7	based	base	VERB
ajst-19159	55	8	approach	approach	NOUN
ajst-19159	55	9	the	the	DET
ajst-19159	55	10	data	datum	NOUN
ajst-19159	55	11	fusion	fusion	NOUN
ajst-19159	55	12	-	-	PUNCT
ajst-19159	55	13	based	base	VERB
ajst-19159	55	14	method	method	NOUN
ajst-19159	55	15	is	be	AUX
ajst-19159	55	16	a	a	DET
ajst-19159	55	17	more	more	ADV
ajst-19159	55	18	recent	recent	ADJ
ajst-19159	55	19	state	state	NOUN
ajst-19159	55	20	estimation	estimation	NOUN
ajst-19159	55	21	technique	technique	NOUN
ajst-19159	55	22	.	.	PUNCT
ajst-19159	56	1	it	it	PRON
ajst-19159	56	2	utilizes	utilize	VERB
ajst-19159	56	3	advanced	advanced	ADJ
ajst-19159	56	4	algorithms	algorithm	NOUN
ajst-19159	56	5	to	to	PART
ajst-19159	56	6	estimate	estimate	VERB
ajst-19159	56	7	and	and	CCONJ
ajst-19159	56	8	predict	predict	VERB
ajst-19159	56	9	battery	battery	NOUN
ajst-19159	56	10	states	state	NOUN
ajst-19159	56	11	by	by	ADP
ajst-19159	56	12	combining	combine	VERB
ajst-19159	56	13	data	datum	NOUN
ajst-19159	56	14	from	from	ADP
ajst-19159	56	15	various	various	ADJ
ajst-19159	56	16	sensors	sensor	NOUN
ajst-19159	56	17	(	(	PUNCT
ajst-19159	56	18	e.g.	e.g.	ADV
ajst-19159	56	19	,	,	PUNCT
ajst-19159	56	20	voltage	voltage	NOUN
ajst-19159	56	21	,	,	PUNCT
ajst-19159	56	22	current	current	ADJ
ajst-19159	56	23	,	,	PUNCT
ajst-19159	56	24	temperature	temperature	NOUN
ajst-19159	56	25	,	,	PUNCT
ajst-19159	56	26	internal	internal	ADJ
ajst-19159	56	27	resistance	resistance	NOUN
ajst-19159	56	28	)	)	PUNCT
ajst-19159	56	29	,	,	PUNCT
ajst-19159	56	30	historical	historical	ADJ
ajst-19159	56	31	data	datum	NOUN
ajst-19159	56	32	,	,	PUNCT
ajst-19159	56	33	model	model	NOUN
ajst-19159	56	34	predictions	prediction	NOUN
ajst-19159	56	35	,	,	PUNCT
ajst-19159	56	36	and	and	CCONJ
ajst-19159	56	37	other	other	ADJ
ajst-19159	56	38	information	information	NOUN
ajst-19159	56	39	sources	source	NOUN
ajst-19159	56	40	.	.	PUNCT
ajst-19159	57	1	this	this	DET
ajst-19159	57	2	approach	approach	NOUN
ajst-19159	57	3	leverages	leverage	VERB
ajst-19159	57	4	the	the	DET
ajst-19159	57	5	strengths	strength	NOUN
ajst-19159	57	6	of	of	ADP
ajst-19159	57	7	multiple	multiple	ADJ
ajst-19159	57	8	data	datum	NOUN
ajst-19159	57	9	sources	source	NOUN
ajst-19159	57	10	to	to	PART
ajst-19159	57	11	enhance	enhance	VERB
ajst-19159	57	12	estimation	estimation	NOUN
ajst-19159	57	13	accuracy	accuracy	NOUN
ajst-19159	57	14	and	and	CCONJ
ajst-19159	57	15	robustness	robustness	NOUN
ajst-19159	57	16	.	.	PUNCT
ajst-19159	58	1	it	it	PRON
ajst-19159	58	2	can	can	AUX
ajst-19159	58	3	also	also	ADV
ajst-19159	58	4	handle	handle	VERB
ajst-19159	58	5	battery	battery	NOUN
ajst-19159	58	6	performance	performance	NOUN
ajst-19159	58	7	changes	change	NOUN
ajst-19159	58	8	and	and	CCONJ
ajst-19159	58	9	uncertainties	uncertainty	NOUN
ajst-19159	58	10	through	through	ADP
ajst-19159	58	11	online	online	ADJ
ajst-19159	58	12	learning	learning	NOUN
ajst-19159	58	13	and	and	CCONJ
ajst-19159	58	14	adaptive	adaptive	ADJ
ajst-19159	58	15	adjustments	adjustment	NOUN
ajst-19159	58	16	.	.	PUNCT
ajst-19159	59	1	however	however	ADV
ajst-19159	59	2	,	,	PUNCT
ajst-19159	59	3	it	it	PRON
ajst-19159	59	4	demands	demand	VERB
ajst-19159	59	5	significant	significant	ADJ
ajst-19159	59	6	computing	compute	VERB
ajst-19159	59	7	resources	resource	NOUN
ajst-19159	59	8	and	and	CCONJ
ajst-19159	59	9	real	real	ADJ
ajst-19159	59	10	-	-	PUNCT
ajst-19159	59	11	time	time	NOUN
ajst-19159	59	12	performance	performance	NOUN
ajst-19159	59	13	due	due	ADP
ajst-19159	59	14	to	to	ADP
ajst-19159	59	15	the	the	DET
ajst-19159	59	16	large	large	ADJ
ajst-19159	59	17	amount	amount	NOUN
ajst-19159	59	18	of	of	ADP
ajst-19159	59	19	data	datum	NOUN
ajst-19159	59	20	and	and	CCONJ
ajst-19159	59	21	complex	complex	ADJ
ajst-19159	59	22	algorithm	algorithm	NOUN
ajst-19159	59	23	operations	operation	NOUN
ajst-19159	59	24	involved	involve	VERB
ajst-19159	59	25	.	.	PUNCT
ajst-19159	60	1	additionally	additionally	ADV
ajst-19159	60	2	,	,	PUNCT
ajst-19159	60	3	challenges	challenge	NOUN
ajst-19159	60	4	arise	arise	VERB
ajst-19159	60	5	in	in	ADP
ajst-19159	60	6	ensuring	ensure	VERB
ajst-19159	60	7	data	datum	NOUN
ajst-19159	60	8	synchronization	synchronization	NOUN
ajst-19159	60	9	and	and	CCONJ
ajst-19159	60	10	determining	determine	VERB
ajst-19159	60	11	weight	weight	NOUN
ajst-19159	60	12	distributions	distribution	NOUN
ajst-19159	60	13	during	during	ADP
ajst-19159	60	14	multi	multi	ADJ
ajst-19159	60	15	-	-	ADJ
ajst-19159	60	16	source	source	ADJ
ajst-19159	60	17	information	information	NOUN
ajst-19159	60	18	fusion	fusion	NOUN
ajst-19159	60	19	.	.	PUNCT
ajst-19159	61	1	figure	figure	NOUN
ajst-19159	61	2	1	1	NUM
ajst-19159	61	3	compares	compare	VERB
ajst-19159	61	4	the	the	DET
ajst-19159	61	5	advantages	advantage	NOUN
ajst-19159	61	6	and	and	CCONJ
ajst-19159	61	7	disadvantages	disadvantage	NOUN
ajst-19159	61	8	of	of	ADP
ajst-19159	61	9	these	these	DET
ajst-19159	61	10	methods	method	NOUN
ajst-19159	61	11	.	.	PUNCT
ajst-19159	62	1	in	in	ADP
ajst-19159	62	2	practical	practical	ADJ
ajst-19159	62	3	applications	application	NOUN
ajst-19159	62	4	,	,	PUNCT
ajst-19159	62	5	it	it	PRON
ajst-19159	62	6	's	be	AUX
ajst-19159	62	7	essential	essential	ADJ
ajst-19159	62	8	to	to	PART
ajst-19159	62	9	select	select	VERB
ajst-19159	62	10	or	or	CCONJ
ajst-19159	62	11	combine	combine	VERB
ajst-19159	62	12	suitable	suitable	ADJ
ajst-19159	62	13	state	state	NOUN
ajst-19159	62	14	estimation	estimation	NOUN
ajst-19159	62	15	methods	method	NOUN
ajst-19159	62	16	based	base	VERB
ajst-19159	62	17	on	on	ADP
ajst-19159	62	18	specific	specific	ADJ
ajst-19159	62	19	needs	need	NOUN
ajst-19159	62	20	and	and	CCONJ
ajst-19159	62	21	conditions	condition	NOUN
ajst-19159	62	22	to	to	PART
ajst-19159	62	23	achieve	achieve	VERB
ajst-19159	62	24	optimal	optimal	ADJ
ajst-19159	62	25	results	result	NOUN
ajst-19159	62	26	.	.	PUNCT
ajst-19159	63	1	4	4	X
ajst-19159	63	2	.	.	X
ajst-19159	63	3	research	research	NOUN
ajst-19159	63	4	progress	progress	NOUN
ajst-19159	63	5	of	of	ADP
ajst-19159	63	6	state	state	NOUN
ajst-19159	63	7	estimation	estimation	NOUN
ajst-19159	63	8	methods	method	NOUN
ajst-19159	63	9	for	for	ADP
ajst-19159	63	10	power	power	NOUN
ajst-19159	63	11	lithium	lithium	NOUN
ajst-19159	63	12	batteries	battery	NOUN
ajst-19159	63	13	4.1	4.1	NUM
ajst-19159	63	14	.	.	PUNCT
ajst-19159	64	1	research	research	NOUN
ajst-19159	64	2	progress	progress	NOUN
ajst-19159	64	3	of	of	ADP
ajst-19159	64	4	model	model	NOUN
ajst-19159	64	5	-	-	PUNCT
ajst-19159	64	6	based	base	VERB
ajst-19159	64	7	state	state	NOUN
ajst-19159	64	8	estimation	estimation	NOUN
ajst-19159	64	9	(	(	PUNCT
ajst-19159	64	10	1	1	X
ajst-19159	64	11	)	)	PUNCT
ajst-19159	64	12	ecm	ecm	NOUN
ajst-19159	64	13	the	the	DET
ajst-19159	64	14	ecm	ecm	NOUN
ajst-19159	64	15	,	,	PUNCT
ajst-19159	64	16	a	a	DET
ajst-19159	64	17	widely	widely	ADV
ajst-19159	64	18	utilized	utilize	VERB
ajst-19159	64	19	battery	battery	NOUN
ajst-19159	64	20	model	model	NOUN
ajst-19159	64	21	,	,	PUNCT
ajst-19159	64	22	simulates	simulate	VERB
ajst-19159	64	23	a	a	DET
ajst-19159	64	24	battery	battery	NOUN
ajst-19159	64	25	's	's	PART
ajst-19159	64	26	electrical	electrical	ADJ
ajst-19159	64	27	behavior	behavior	NOUN
ajst-19159	64	28	by	by	ADP
ajst-19159	64	29	integrating	integrate	VERB
ajst-19159	64	30	circuit	circuit	NOUN
ajst-19159	64	31	components	component	NOUN
ajst-19159	64	32	,	,	PUNCT
ajst-19159	64	33	including	include	VERB
ajst-19159	64	34	resistance	resistance	NOUN
ajst-19159	64	35	,	,	PUNCT
ajst-19159	64	36	capacitance	capacitance	NOUN
ajst-19159	64	37	,	,	PUNCT
ajst-19159	64	38	and	and	CCONJ
ajst-19159	64	39	inductance	inductance	NOUN
ajst-19159	64	40	.	.	PUNCT
ajst-19159	65	1	this	this	DET
ajst-19159	65	2	model	model	NOUN
ajst-19159	65	3	adeptly	adeptly	ADV
ajst-19159	65	4	selects	select	VERB
ajst-19159	65	5	components	component	NOUN
ajst-19159	65	6	and	and	CCONJ
ajst-19159	65	7	determines	determine	VERB
ajst-19159	65	8	their	their	PRON
ajst-19159	65	9	connectivity	connectivity	NOUN
ajst-19159	65	10	based	base	VERB
ajst-19159	65	11	on	on	ADP
ajst-19159	65	12	the	the	DET
ajst-19159	65	13	battery	battery	NOUN
ajst-19159	65	14	's	's	PART
ajst-19159	65	15	charging	charging	NOUN
ajst-19159	65	16	and	and	CCONJ
ajst-19159	65	17	discharging	discharge	VERB
ajst-19159	65	18	patterns	pattern	NOUN
ajst-19159	65	19	.	.	PUNCT
ajst-19159	66	1	consequently	consequently	ADV
ajst-19159	66	2	,	,	PUNCT
ajst-19159	66	3	it	it	PRON
ajst-19159	66	4	enables	enable	VERB
ajst-19159	66	5	the	the	DET
ajst-19159	66	6	simulation	simulation	NOUN
ajst-19159	66	7	and	and	CCONJ
ajst-19159	66	8	prediction	prediction	NOUN
ajst-19159	66	9	of	of	ADP
ajst-19159	66	10	crucial	crucial	ADJ
ajst-19159	66	11	battery	battery	NOUN
ajst-19159	66	12	parameters	parameter	NOUN
ajst-19159	66	13	,	,	PUNCT
ajst-19159	66	14	such	such	ADJ
ajst-19159	66	15	as	as	ADP
ajst-19159	66	16	voltage	voltage	NOUN
ajst-19159	66	17	,	,	PUNCT
ajst-19159	66	18	current	current	ADJ
ajst-19159	66	19	,	,	PUNCT
ajst-19159	66	20	and	and	CCONJ
ajst-19159	66	21	internal	internal	ADJ
ajst-19159	66	22	resistance	resistance	NOUN
ajst-19159	66	23	.	.	PUNCT
ajst-19159	67	1	in	in	ADP
ajst-19159	67	2	state	state	NOUN
ajst-19159	67	3	estimation	estimation	NOUN
ajst-19159	67	4	,	,	PUNCT
ajst-19159	67	5	the	the	DET
ajst-19159	67	6	ecm	ecm	NOUN
ajst-19159	67	7	,	,	PUNCT
ajst-19159	67	8	when	when	SCONJ
ajst-19159	67	9	paired	pair	VERB
ajst-19159	67	10	with	with	ADP
ajst-19159	67	11	techniques	technique	NOUN
ajst-19159	67	12	like	like	ADP
ajst-19159	67	13	the	the	DET
ajst-19159	67	14	kalman	kalman	NOUN
ajst-19159	67	15	filter	filter	NOUN
ajst-19159	67	16	and	and	CCONJ
ajst-19159	67	17	particle	particle	NOUN
ajst-19159	67	18	filter	filter	NOUN
ajst-19159	67	19	,	,	PUNCT
ajst-19159	67	20	offers	offer	VERB
ajst-19159	67	21	insights	insight	NOUN
ajst-19159	67	22	into	into	ADP
ajst-19159	67	23	battery	battery	NOUN
ajst-19159	67	24	conditions	condition	NOUN
ajst-19159	67	25	like	like	ADP
ajst-19159	67	26	soc	soc	NOUN
ajst-19159	67	27	and	and	CCONJ
ajst-19159	67	28	soh	soh	NOUN
ajst-19159	67	29	.	.	PUNCT
ajst-19159	68	1	its	its	PRON
ajst-19159	68	2	prevalence	prevalence	NOUN
ajst-19159	68	3	in	in	ADP
ajst-19159	68	4	recent	recent	ADJ
ajst-19159	68	5	years	year	NOUN
ajst-19159	68	6	owes	owe	VERB
ajst-19159	68	7	to	to	ADP
ajst-19159	68	8	advancements	advancement	NOUN
ajst-19159	68	9	in	in	ADP
ajst-19159	68	10	model	model	NOUN
ajst-19159	68	11	precision	precision	NOUN
ajst-19159	68	12	and	and	CCONJ
ajst-19159	68	13	computational	computational	ADJ
ajst-19159	68	14	capabilities	capability	NOUN
ajst-19159	68	15	.	.	PUNCT
ajst-19159	69	1	despite	despite	SCONJ
ajst-19159	69	2	its	its	PRON
ajst-19159	69	3	popularity	popularity	NOUN
ajst-19159	69	4	,	,	PUNCT
ajst-19159	69	5	the	the	DET
ajst-19159	69	6	ecm	ecm	NOUN
ajst-19159	69	7	faces	face	VERB
ajst-19159	69	8	challenges	challenge	NOUN
ajst-19159	69	9	,	,	PUNCT
ajst-19159	69	10	particularly	particularly	ADV
ajst-19159	69	11	in	in	ADP
ajst-19159	69	12	accurately	accurately	ADV
ajst-19159	69	13	obtaining	obtain	VERB
ajst-19159	69	14	model	model	NOUN
ajst-19159	69	15	parameters	parameter	NOUN
ajst-19159	69	16	and	and	CCONJ
ajst-19159	69	17	adequately	adequately	ADV
ajst-19159	69	18	representing	represent	VERB
ajst-19159	69	19	the	the	DET
ajst-19159	69	20	battery	battery	NOUN
ajst-19159	69	21	's	's	PART
ajst-19159	69	22	internal	internal	ADJ
ajst-19159	69	23	chemical	chemical	NOUN
ajst-19159	69	24	processes	process	NOUN
ajst-19159	69	25	.	.	PUNCT
ajst-19159	70	1	to	to	PART
ajst-19159	70	2	enhance	enhance	VERB
ajst-19159	70	3	its	its	PRON
ajst-19159	70	4	accuracy	accuracy	NOUN
ajst-19159	70	5	and	and	CCONJ
ajst-19159	70	6	versatility	versatility	NOUN
ajst-19159	70	7	,	,	PUNCT
ajst-19159	70	8	researchers	researcher	NOUN
ajst-19159	70	9	continually	continually	ADV
ajst-19159	70	10	refine	refine	VERB
ajst-19159	70	11	the	the	DET
ajst-19159	70	12	ecm	ecm	NOUN
ajst-19159	70	13	,	,	PUNCT
ajst-19159	70	14	incorporating	incorporate	VERB
ajst-19159	70	15	dynamic	dynamic	ADJ
ajst-19159	70	16	parameter	parameter	NOUN
ajst-19159	70	17	116	116	NUM
ajst-19159	70	18	identification	identification	NOUN
ajst-19159	70	19	methods	method	NOUN
ajst-19159	70	20	and	and	CCONJ
ajst-19159	70	21	accounting	account	VERB
ajst-19159	70	22	for	for	ADP
ajst-19159	70	23	battery	battery	NOUN
ajst-19159	70	24	aging	age	VERB
ajst-19159	70	25	effects	effect	NOUN
ajst-19159	70	26	on	on	ADP
ajst-19159	70	27	model	model	NOUN
ajst-19159	70	28	parameters	parameter	NOUN
ajst-19159	70	29	.	.	PUNCT
ajst-19159	71	1	figure	figure	VERB
ajst-19159	71	2	1	1	NUM
ajst-19159	71	3	.	.	PUNCT
ajst-19159	71	4	comparison	comparison	NOUN
ajst-19159	71	5	of	of	ADP
ajst-19159	71	6	advantages	advantage	NOUN
ajst-19159	71	7	and	and	CCONJ
ajst-19159	71	8	disadvantages	disadvantage	NOUN
ajst-19159	71	9	of	of	ADP
ajst-19159	71	10	battery	battery	NOUN
ajst-19159	71	11	state	state	NOUN
ajst-19159	71	12	estimation	estimation	NOUN
ajst-19159	71	13	methods	method	NOUN
ajst-19159	71	14	(	(	PUNCT
ajst-19159	71	15	2	2	NUM
ajst-19159	71	16	)	)	PUNCT
ajst-19159	71	17	electrochemical	electrochemical	ADJ
ajst-19159	71	18	model	model	NOUN
ajst-19159	71	19	the	the	DET
ajst-19159	71	20	electrochemical	electrochemical	ADJ
ajst-19159	71	21	model	model	NOUN
ajst-19159	71	22	is	be	AUX
ajst-19159	71	23	rooted	root	VERB
ajst-19159	71	24	in	in	ADP
ajst-19159	71	25	the	the	DET
ajst-19159	71	26	battery	battery	NOUN
ajst-19159	71	27	's	's	PART
ajst-19159	71	28	internal	internal	ADJ
ajst-19159	71	29	chemical	chemical	NOUN
ajst-19159	71	30	reaction	reaction	NOUN
ajst-19159	71	31	mechanisms	mechanism	NOUN
ajst-19159	71	32	.	.	PUNCT
ajst-19159	72	1	it	it	PRON
ajst-19159	72	2	simulates	simulate	VERB
ajst-19159	72	3	battery	battery	NOUN
ajst-19159	72	4	behavior	behavior	NOUN
ajst-19159	72	5	by	by	ADP
ajst-19159	72	6	detailing	detail	VERB
ajst-19159	72	7	the	the	DET
ajst-19159	72	8	electrochemical	electrochemical	ADJ
ajst-19159	72	9	interactions	interaction	NOUN
ajst-19159	72	10	between	between	ADP
ajst-19159	72	11	its	its	PRON
ajst-19159	72	12	anode	anode	NOUN
ajst-19159	72	13	,	,	PUNCT
ajst-19159	72	14	cathode	cathode	NOUN
ajst-19159	72	15	,	,	PUNCT
ajst-19159	72	16	electrolyte	electrolyte	ADJ
ajst-19159	72	17	,	,	PUNCT
ajst-19159	72	18	and	and	CCONJ
ajst-19159	72	19	other	other	ADJ
ajst-19159	72	20	components	component	NOUN
ajst-19159	72	21	.	.	PUNCT
ajst-19159	73	1	this	this	DET
ajst-19159	73	2	model	model	NOUN
ajst-19159	73	3	provides	provide	VERB
ajst-19159	73	4	a	a	DET
ajst-19159	73	5	more	more	ADV
ajst-19159	73	6	nuanced	nuanced	ADJ
ajst-19159	73	7	understanding	understanding	NOUN
ajst-19159	73	8	of	of	ADP
ajst-19159	73	9	the	the	DET
ajst-19159	73	10	battery	battery	NOUN
ajst-19159	73	11	's	's	PART
ajst-19159	73	12	internal	internal	ADJ
ajst-19159	73	13	states	state	NOUN
ajst-19159	73	14	and	and	CCONJ
ajst-19159	73	15	operational	operational	ADJ
ajst-19159	73	16	principles	principle	NOUN
ajst-19159	73	17	,	,	PUNCT
ajst-19159	73	18	positioning	position	VERB
ajst-19159	73	19	it	it	PRON
ajst-19159	73	20	as	as	ADP
ajst-19159	73	21	a	a	DET
ajst-19159	73	22	promising	promising	ADJ
ajst-19159	73	23	tool	tool	NOUN
ajst-19159	73	24	for	for	ADP
ajst-19159	73	25	battery	battery	NOUN
ajst-19159	73	26	state	state	NOUN
ajst-19159	73	27	estimation	estimation	NOUN
ajst-19159	73	28	.	.	PUNCT
ajst-19159	74	1	its	its	PRON
ajst-19159	74	2	application	application	NOUN
ajst-19159	74	3	,	,	PUNCT
ajst-19159	74	4	however	however	ADV
ajst-19159	74	5	,	,	PUNCT
ajst-19159	74	6	is	be	AUX
ajst-19159	74	7	hindered	hinder	VERB
ajst-19159	74	8	by	by	ADP
ajst-19159	74	9	its	its	PRON
ajst-19159	74	10	inherent	inherent	ADJ
ajst-19159	74	11	complexity	complexity	NOUN
ajst-19159	74	12	and	and	CCONJ
ajst-19159	74	13	computational	computational	ADJ
ajst-19159	74	14	demands	demand	NOUN
ajst-19159	74	15	,	,	PUNCT
ajst-19159	74	16	necessitating	necessitate	VERB
ajst-19159	74	17	high	high	ADJ
ajst-19159	74	18	-	-	PUNCT
ajst-19159	74	19	performance	performance	NOUN
ajst-19159	74	20	computing	computing	NOUN
ajst-19159	74	21	platforms	platform	NOUN
ajst-19159	74	22	and	and	CCONJ
ajst-19159	74	23	specialized	specialized	ADJ
ajst-19159	74	24	electrochemical	electrochemical	ADJ
ajst-19159	74	25	simulation	simulation	NOUN
ajst-19159	74	26	software	software	NOUN
ajst-19159	74	27	.	.	PUNCT
ajst-19159	75	1	additionally	additionally	ADV
ajst-19159	75	2	,	,	PUNCT
ajst-19159	75	3	the	the	DET
ajst-19159	75	4	numerous	numerous	ADJ
ajst-19159	75	5	parameters	parameter	NOUN
ajst-19159	75	6	within	within	ADP
ajst-19159	75	7	the	the	DET
ajst-19159	75	8	model	model	NOUN
ajst-19159	75	9	can	can	AUX
ajst-19159	75	10	be	be	AUX
ajst-19159	75	11	challenging	challenge	VERB
ajst-19159	75	12	to	to	PART
ajst-19159	75	13	ascertain	ascertain	VERB
ajst-19159	75	14	accurately	accurately	ADV
ajst-19159	75	15	,	,	PUNCT
ajst-19159	75	16	posing	pose	VERB
ajst-19159	75	17	practical	practical	ADJ
ajst-19159	75	18	implementation	implementation	NOUN
ajst-19159	75	19	difficulties	difficulty	NOUN
ajst-19159	75	20	.	.	PUNCT
ajst-19159	76	1	in	in	ADP
ajst-19159	76	2	recent	recent	ADJ
ajst-19159	76	3	years	year	NOUN
ajst-19159	76	4	,	,	PUNCT
ajst-19159	76	5	researchers	researcher	NOUN
ajst-19159	76	6	have	have	AUX
ajst-19159	76	7	addressed	address	VERB
ajst-19159	76	8	these	these	DET
ajst-19159	76	9	challenges	challenge	NOUN
ajst-19159	76	10	by	by	ADP
ajst-19159	76	11	simplifying	simplify	VERB
ajst-19159	76	12	the	the	DET
ajst-19159	76	13	model	model	NOUN
ajst-19159	76	14	's	's	PART
ajst-19159	76	15	structure	structure	NOUN
ajst-19159	76	16	,	,	PUNCT
ajst-19159	76	17	optimizing	optimize	VERB
ajst-19159	76	18	computational	computational	ADJ
ajst-19159	76	19	methods	method	NOUN
ajst-19159	76	20	,	,	PUNCT
ajst-19159	76	21	and	and	CCONJ
ajst-19159	76	22	exploring	explore	VERB
ajst-19159	76	23	more	more	ADV
ajst-19159	76	24	efficient	efficient	ADJ
ajst-19159	76	25	parameter	parameter	NOUN
ajst-19159	76	26	identification	identification	NOUN
ajst-19159	76	27	techniques	technique	NOUN
ajst-19159	76	28	to	to	PART
ajst-19159	76	29	bolster	bolster	VERB
ajst-19159	76	30	model	model	NOUN
ajst-19159	76	31	accuracy	accuracy	NOUN
ajst-19159	76	32	.	.	PUNCT
ajst-19159	77	1	(	(	PUNCT
ajst-19159	77	2	3	3	X
ajst-19159	77	3	)	)	PUNCT
ajst-19159	77	4	data	data	NOUN
ajst-19159	77	5	-	-	PUNCT
ajst-19159	77	6	driven	drive	VERB
ajst-19159	77	7	model	model	NOUN
ajst-19159	77	8	the	the	DET
ajst-19159	77	9	data	data	NOUN
ajst-19159	77	10	-	-	PUNCT
ajst-19159	77	11	driven	drive	VERB
ajst-19159	77	12	modeling	modeling	NOUN
ajst-19159	77	13	approach	approach	NOUN
ajst-19159	77	14	constructs	construct	VERB
ajst-19159	77	15	battery	battery	NOUN
ajst-19159	77	16	models	model	NOUN
ajst-19159	77	17	using	use	VERB
ajst-19159	77	18	extensive	extensive	ADJ
ajst-19159	77	19	experimental	experimental	ADJ
ajst-19159	77	20	or	or	CCONJ
ajst-19159	77	21	historical	historical	ADJ
ajst-19159	77	22	datasets	dataset	NOUN
ajst-19159	77	23	.	.	PUNCT
ajst-19159	78	1	rather	rather	ADV
ajst-19159	78	2	than	than	ADP
ajst-19159	78	3	relying	rely	VERB
ajst-19159	78	4	on	on	ADP
ajst-19159	78	5	a	a	DET
ajst-19159	78	6	deep	deep	ADJ
ajst-19159	78	7	comprehension	comprehension	NOUN
ajst-19159	78	8	of	of	ADP
ajst-19159	78	9	the	the	DET
ajst-19159	78	10	battery	battery	NOUN
ajst-19159	78	11	's	's	PART
ajst-19159	78	12	internal	internal	ADJ
ajst-19159	78	13	physicochemical	physicochemical	ADJ
ajst-19159	78	14	processes	process	NOUN
ajst-19159	78	15	,	,	PUNCT
ajst-19159	78	16	this	this	DET
ajst-19159	78	17	method	method	NOUN
ajst-19159	78	18	leverages	leverage	VERB
ajst-19159	78	19	data	datum	NOUN
ajst-19159	78	20	correlations	correlation	NOUN
ajst-19159	78	21	to	to	PART
ajst-19159	78	22	formulate	formulate	VERB
ajst-19159	78	23	the	the	DET
ajst-19159	78	24	model	model	NOUN
ajst-19159	78	25	and	and	CCONJ
ajst-19159	78	26	assess	assess	VERB
ajst-19159	78	27	its	its	PRON
ajst-19159	78	28	state	state	NOUN
ajst-19159	78	29	.	.	PUNCT
ajst-19159	79	1	characterized	characterize	VERB
ajst-19159	79	2	by	by	ADP
ajst-19159	79	3	its	its	PRON
ajst-19159	79	4	simplicity	simplicity	NOUN
ajst-19159	79	5	and	and	CCONJ
ajst-19159	79	6	adaptability	adaptability	NOUN
ajst-19159	79	7	,	,	PUNCT
ajst-19159	79	8	the	the	DET
ajst-19159	79	9	datadriven	datadriven	ADJ
ajst-19159	79	10	model	model	NOUN
ajst-19159	79	11	has	have	AUX
ajst-19159	79	12	become	become	VERB
ajst-19159	79	13	a	a	DET
ajst-19159	79	14	popular	popular	ADJ
ajst-19159	79	15	tool	tool	NOUN
ajst-19159	79	16	in	in	ADP
ajst-19159	79	17	battery	battery	NOUN
ajst-19159	79	18	state	state	NOUN
ajst-19159	79	19	estimation	estimation	NOUN
ajst-19159	79	20	.	.	PUNCT
ajst-19159	80	1	typical	typical	ADJ
ajst-19159	80	2	examples	example	NOUN
ajst-19159	80	3	of	of	ADP
ajst-19159	80	4	such	such	ADJ
ajst-19159	80	5	models	model	NOUN
ajst-19159	80	6	encompass	encompass	VERB
ajst-19159	80	7	neural	neural	ADJ
ajst-19159	80	8	networks	network	NOUN
ajst-19159	80	9	,	,	PUNCT
ajst-19159	80	10	support	support	VERB
ajst-19159	80	11	vector	vector	NOUN
ajst-19159	80	12	machines	machine	NOUN
ajst-19159	80	13	,	,	PUNCT
ajst-19159	80	14	random	random	ADJ
ajst-19159	80	15	forests	forest	NOUN
ajst-19159	80	16	,	,	PUNCT
ajst-19159	80	17	and	and	CCONJ
ajst-19159	80	18	other	other	ADJ
ajst-19159	80	19	machine	machine	NOUN
ajst-19159	80	20	learning	learn	VERB
ajst-19159	80	21	techniques	technique	NOUN
ajst-19159	80	22	.	.	PUNCT
ajst-19159	81	1	through	through	ADP
ajst-19159	81	2	the	the	DET
ajst-19159	81	3	analysis	analysis	NOUN
ajst-19159	81	4	of	of	ADP
ajst-19159	81	5	vast	vast	ADJ
ajst-19159	81	6	datasets	dataset	NOUN
ajst-19159	81	7	,	,	PUNCT
ajst-19159	81	8	these	these	DET
ajst-19159	81	9	algorithms	algorithm	NOUN
ajst-19159	81	10	establish	establish	VERB
ajst-19159	81	11	nonlinear	nonlinear	ADJ
ajst-19159	81	12	relationships	relationship	NOUN
ajst-19159	81	13	between	between	ADP
ajst-19159	81	14	battery	battery	NOUN
ajst-19159	81	15	states	state	NOUN
ajst-19159	81	16	and	and	CCONJ
ajst-19159	81	17	input	input	NOUN
ajst-19159	81	18	features	feature	NOUN
ajst-19159	81	19	,	,	PUNCT
ajst-19159	81	20	enabling	enable	VERB
ajst-19159	81	21	precise	precise	ADJ
ajst-19159	81	22	state	state	NOUN
ajst-19159	81	23	estimations	estimation	NOUN
ajst-19159	81	24	.	.	PUNCT
ajst-19159	82	1	recently	recently	ADV
ajst-19159	82	2	,	,	PUNCT
ajst-19159	82	3	the	the	DET
ajst-19159	82	4	emergence	emergence	NOUN
ajst-19159	82	5	of	of	ADP
ajst-19159	82	6	deep	deep	ADJ
ajst-19159	82	7	learning	learning	NOUN
ajst-19159	82	8	has	have	VERB
ajst-19159	82	9	significantly	significantly	ADV
ajst-19159	82	10	advanced	advance	VERB
ajst-19159	82	11	data	data	NOUN
ajst-19159	82	12	-	-	PUNCT
ajst-19159	82	13	driven	drive	VERB
ajst-19159	82	14	models	model	NOUN
ajst-19159	82	15	based	base	VERB
ajst-19159	82	16	on	on	ADP
ajst-19159	82	17	deep	deep	ADJ
ajst-19159	82	18	neural	neural	ADJ
ajst-19159	82	19	networks	network	NOUN
ajst-19159	82	20	,	,	PUNCT
ajst-19159	82	21	leading	lead	VERB
ajst-19159	82	22	to	to	ADP
ajst-19159	82	23	notable	notable	ADJ
ajst-19159	82	24	progress	progress	NOUN
ajst-19159	82	25	in	in	ADP
ajst-19159	82	26	battery	battery	NOUN
ajst-19159	82	27	state	state	NOUN
ajst-19159	82	28	estimation	estimation	NOUN
ajst-19159	82	29	.	.	PUNCT
ajst-19159	83	1	4.2	4.2	NUM
ajst-19159	83	2	.	.	PUNCT
ajst-19159	83	3	research	research	NOUN
ajst-19159	83	4	progress	progress	NOUN
ajst-19159	83	5	of	of	ADP
ajst-19159	83	6	model	model	ADJ
ajst-19159	83	7	-	-	ADJ
ajst-19159	83	8	independent	independent	ADJ
ajst-19159	83	9	state	state	NOUN
ajst-19159	83	10	estimation	estimation	NOUN
ajst-19159	83	11	methods	method	VERB
ajst-19159	83	12	the	the	DET
ajst-19159	83	13	model	model	ADJ
ajst-19159	83	14	-	-	PUNCT
ajst-19159	83	15	independent	independent	ADJ
ajst-19159	83	16	approach	approach	NOUN
ajst-19159	83	17	for	for	ADP
ajst-19159	83	18	battery	battery	NOUN
ajst-19159	83	19	state	state	NOUN
ajst-19159	83	20	estimation	estimation	NOUN
ajst-19159	83	21	bypasses	bypass	VERB
ajst-19159	83	22	the	the	DET
ajst-19159	83	23	need	need	NOUN
ajst-19159	83	24	to	to	PART
ajst-19159	83	25	model	model	VERB
ajst-19159	83	26	the	the	DET
ajst-19159	83	27	intricate	intricate	ADJ
ajst-19159	83	28	physical	physical	ADJ
ajst-19159	83	29	and	and	CCONJ
ajst-19159	83	30	chemical	chemical	NOUN
ajst-19159	83	31	processes	process	NOUN
ajst-19159	83	32	within	within	ADP
ajst-19159	83	33	the	the	DET
ajst-19159	83	34	battery	battery	NOUN
ajst-19159	83	35	.	.	PUNCT
ajst-19159	84	1	instead	instead	ADV
ajst-19159	84	2	,	,	PUNCT
ajst-19159	84	3	it	it	PRON
ajst-19159	84	4	relies	rely	VERB
ajst-19159	84	5	directly	directly	ADV
ajst-19159	84	6	on	on	ADP
ajst-19159	84	7	measured	measured	ADJ
ajst-19159	84	8	data	datum	NOUN
ajst-19159	84	9	or	or	CCONJ
ajst-19159	84	10	relevant	relevant	ADJ
ajst-19159	84	11	information	information	NOUN
ajst-19159	84	12	to	to	PART
ajst-19159	84	13	assess	assess	VERB
ajst-19159	84	14	the	the	DET
ajst-19159	84	15	battery	battery	NOUN
ajst-19159	84	16	's	's	PART
ajst-19159	84	17	state	state	NOUN
ajst-19159	84	18	,	,	PUNCT
ajst-19159	84	19	offering	offer	VERB
ajst-19159	84	20	flexibility	flexibility	NOUN
ajst-19159	84	21	and	and	CCONJ
ajst-19159	84	22	broad	broad	ADJ
ajst-19159	84	23	applicability	applicability	NOUN
ajst-19159	84	24	.	.	PUNCT
ajst-19159	85	1	this	this	DET
ajst-19159	85	2	practical	practical	ADJ
ajst-19159	85	3	approach	approach	NOUN
ajst-19159	85	4	has	have	AUX
ajst-19159	85	5	garnered	garner	VERB
ajst-19159	85	6	significant	significant	ADJ
ajst-19159	85	7	attention	attention	NOUN
ajst-19159	85	8	.	.	PUNCT
ajst-19159	86	1	(	(	PUNCT
ajst-19159	86	2	1	1	X
ajst-19159	86	3	)	)	PUNCT
ajst-19159	86	4	incorporating	incorporate	VERB
ajst-19159	86	5	machine	machine	NOUN
ajst-19159	86	6	learning	learning	NOUN
ajst-19159	86	7	in	in	ADP
ajst-19159	86	8	battery	battery	NOUN
ajst-19159	86	9	state	state	NOUN
ajst-19159	86	10	assessment	assessment	NOUN
ajst-19159	86	11	machine	machine	NOUN
ajst-19159	86	12	learning	learning	PROPN
ajst-19159	86	13	,	,	PUNCT
ajst-19159	86	14	a	a	DET
ajst-19159	86	15	data	data	NOUN
ajst-19159	86	16	-	-	PUNCT
ajst-19159	86	17	driven	drive	VERB
ajst-19159	86	18	technique	technique	NOUN
ajst-19159	86	19	,	,	PUNCT
ajst-19159	86	20	establishes	establish	VERB
ajst-19159	86	21	relationships	relationship	NOUN
ajst-19159	86	22	between	between	ADP
ajst-19159	86	23	battery	battery	NOUN
ajst-19159	86	24	states	state	NOUN
ajst-19159	86	25	and	and	CCONJ
ajst-19159	86	26	input	input	NOUN
ajst-19159	86	27	features	feature	NOUN
ajst-19159	86	28	through	through	ADP
ajst-19159	86	29	extensive	extensive	ADJ
ajst-19159	86	30	data	datum	NOUN
ajst-19159	86	31	training	training	NOUN
ajst-19159	86	32	.	.	PUNCT
ajst-19159	87	1	in	in	ADP
ajst-19159	87	2	battery	battery	NOUN
ajst-19159	87	3	state	state	NOUN
ajst-19159	87	4	estimation	estimation	NOUN
ajst-19159	87	5	,	,	PUNCT
ajst-19159	87	6	this	this	DET
ajst-19159	87	7	method	method	NOUN
ajst-19159	87	8	effectively	effectively	ADV
ajst-19159	87	9	tackles	tackle	VERB
ajst-19159	87	10	complex	complex	ADJ
ajst-19159	87	11	nonlinearities	nonlinearitie	NOUN
ajst-19159	87	12	and	and	CCONJ
ajst-19159	87	13	uncertainties	uncertainty	NOUN
ajst-19159	87	14	,	,	PUNCT
ajst-19159	87	15	enhancing	enhance	VERB
ajst-19159	87	16	the	the	DET
ajst-19159	87	17	accuracy	accuracy	NOUN
ajst-19159	87	18	and	and	CCONJ
ajst-19159	87	19	resilience	resilience	NOUN
ajst-19159	87	20	of	of	ADP
ajst-19159	87	21	assessments	assessment	NOUN
ajst-19159	87	22	.	.	PUNCT
ajst-19159	88	1	(	(	PUNCT
ajst-19159	88	2	2	2	X
ajst-19159	88	3	)	)	PUNCT
ajst-19159	88	4	advancements	advancement	NOUN
ajst-19159	88	5	in	in	ADP
ajst-19159	88	6	artificial	artificial	ADJ
ajst-19159	88	7	intelligence	intelligence	NOUN
ajst-19159	88	8	for	for	ADP
ajst-19159	88	9	battery	battery	NOUN
ajst-19159	88	10	state	state	NOUN
ajst-19159	88	11	determination	determination	NOUN
ajst-19159	88	12	the	the	DET
ajst-19159	88	13	evolving	evolve	VERB
ajst-19159	88	14	landscape	landscape	NOUN
ajst-19159	88	15	of	of	ADP
ajst-19159	88	16	artificial	artificial	ADJ
ajst-19159	88	17	intelligence	intelligence	NOUN
ajst-19159	88	18	has	have	AUX
ajst-19159	88	19	introduced	introduce	VERB
ajst-19159	88	20	numerous	numerous	ADJ
ajst-19159	88	21	innovations	innovation	NOUN
ajst-19159	88	22	to	to	PART
ajst-19159	88	23	battery	battery	NOUN
ajst-19159	88	24	state	state	NOUN
ajst-19159	88	25	estimation	estimation	NOUN
ajst-19159	88	26	.	.	PUNCT
ajst-19159	89	1	deep	deep	ADJ
ajst-19159	89	2	learning	learning	NOUN
ajst-19159	89	3	,	,	PUNCT
ajst-19159	89	4	for	for	ADP
ajst-19159	89	5	instance	instance	NOUN
ajst-19159	89	6	,	,	PUNCT
ajst-19159	89	7	can	can	AUX
ajst-19159	89	8	handle	handle	VERB
ajst-19159	89	9	more	more	ADV
ajst-19159	89	10	sophisticated	sophisticated	ADJ
ajst-19159	89	11	estimation	estimation	NOUN
ajst-19159	89	12	challenges	challenge	NOUN
ajst-19159	89	13	through	through	ADP
ajst-19159	89	14	its	its	PRON
ajst-19159	89	15	deep	deep	ADJ
ajst-19159	89	16	neural	neural	ADJ
ajst-19159	89	17	network	network	NOUN
ajst-19159	89	18	structures	structure	NOUN
ajst-19159	89	19	.	.	PUNCT
ajst-19159	90	1	meanwhile	meanwhile	ADV
ajst-19159	90	2	,	,	PUNCT
ajst-19159	90	3	reinforcement	reinforcement	NOUN
ajst-19159	90	4	learning	learning	NOUN
ajst-19159	90	5	adapts	adapt	VERB
ajst-19159	90	6	to	to	ADP
ajst-19159	90	7	its	its	PRON
ajst-19159	90	8	environment	environment	NOUN
ajst-19159	90	9	to	to	PART
ajst-19159	90	10	learn	learn	VERB
ajst-19159	90	11	optimal	optimal	ADJ
ajst-19159	90	12	estimation	estimation	NOUN
ajst-19159	90	13	strategies	strategy	NOUN
ajst-19159	90	14	,	,	PUNCT
ajst-19159	90	15	and	and	CCONJ
ajst-19159	90	16	117	117	NUM
ajst-19159	90	17	transfer	transfer	NOUN
ajst-19159	90	18	learning	learning	NOUN
ajst-19159	90	19	leverages	leverage	NOUN
ajst-19159	90	20	prior	prior	ADJ
ajst-19159	90	21	knowledge	knowledge	NOUN
ajst-19159	90	22	to	to	PART
ajst-19159	90	23	streamline	streamline	VERB
ajst-19159	90	24	the	the	DET
ajst-19159	90	25	learning	learning	NOUN
ajst-19159	90	26	of	of	ADP
ajst-19159	90	27	new	new	ADJ
ajst-19159	90	28	tasks	task	NOUN
ajst-19159	90	29	.	.	PUNCT
ajst-19159	91	1	these	these	PRON
ajst-19159	91	2	ai	ai	ADJ
ajst-19159	91	3	advancements	advancement	NOUN
ajst-19159	91	4	have	have	AUX
ajst-19159	91	5	opened	open	VERB
ajst-19159	91	6	up	up	ADP
ajst-19159	91	7	exciting	exciting	ADJ
ajst-19159	91	8	new	new	ADJ
ajst-19159	91	9	frontiers	frontier	NOUN
ajst-19159	91	10	in	in	ADP
ajst-19159	91	11	battery	battery	NOUN
ajst-19159	91	12	state	state	NOUN
ajst-19159	91	13	estimation	estimation	NOUN
ajst-19159	91	14	.	.	PUNCT
ajst-19159	92	1	4.3	4.3	NUM
ajst-19159	92	2	.	.	PUNCT
ajst-19159	92	3	application	application	NOUN
ajst-19159	92	4	of	of	ADP
ajst-19159	92	5	fusion	fusion	NOUN
ajst-19159	92	6	method	method	NOUN
ajst-19159	92	7	and	and	CCONJ
ajst-19159	92	8	intelligent	intelligent	ADJ
ajst-19159	92	9	algorithm	algorithm	NOUN
ajst-19159	92	10	in	in	ADP
ajst-19159	92	11	state	state	NOUN
ajst-19159	92	12	estimation	estimation	NOUN
ajst-19159	92	13	the	the	DET
ajst-19159	92	14	application	application	NOUN
ajst-19159	92	15	of	of	ADP
ajst-19159	92	16	fusion	fusion	NOUN
ajst-19159	92	17	method	method	NOUN
ajst-19159	92	18	and	and	CCONJ
ajst-19159	92	19	intelligent	intelligent	ADJ
ajst-19159	92	20	algorithm	algorithm	NOUN
ajst-19159	92	21	in	in	ADP
ajst-19159	92	22	battery	battery	NOUN
ajst-19159	92	23	state	state	NOUN
ajst-19159	92	24	estimation	estimation	NOUN
ajst-19159	92	25	refers	refer	VERB
ajst-19159	92	26	to	to	ADP
ajst-19159	92	27	the	the	DET
ajst-19159	92	28	organic	organic	ADJ
ajst-19159	92	29	combination	combination	NOUN
ajst-19159	92	30	of	of	ADP
ajst-19159	92	31	multiple	multiple	ADJ
ajst-19159	92	32	methods	method	NOUN
ajst-19159	92	33	or	or	CCONJ
ajst-19159	92	34	algorithms	algorithm	NOUN
ajst-19159	92	35	to	to	PART
ajst-19159	92	36	make	make	VERB
ajst-19159	92	37	full	full	ADJ
ajst-19159	92	38	use	use	NOUN
ajst-19159	92	39	of	of	ADP
ajst-19159	92	40	their	their	PRON
ajst-19159	92	41	respective	respective	ADJ
ajst-19159	92	42	advantages	advantage	NOUN
ajst-19159	92	43	and	and	CCONJ
ajst-19159	92	44	improve	improve	VERB
ajst-19159	92	45	the	the	DET
ajst-19159	92	46	performance	performance	NOUN
ajst-19159	92	47	of	of	ADP
ajst-19159	92	48	state	state	NOUN
ajst-19159	92	49	estimation	estimation	NOUN
ajst-19159	92	50	.	.	PUNCT
ajst-19159	93	1	for	for	ADP
ajst-19159	93	2	example	example	NOUN
ajst-19159	93	3	,	,	PUNCT
ajst-19159	93	4	the	the	DET
ajst-19159	93	5	model	model	NOUN
ajst-19159	93	6	-	-	PUNCT
ajst-19159	93	7	based	base	VERB
ajst-19159	93	8	method	method	NOUN
ajst-19159	93	9	can	can	AUX
ajst-19159	93	10	be	be	AUX
ajst-19159	93	11	integrated	integrate	VERB
ajst-19159	93	12	with	with	ADP
ajst-19159	93	13	the	the	DET
ajst-19159	93	14	data	data	NOUN
ajst-19159	93	15	-	-	PUNCT
ajst-19159	93	16	driven	drive	VERB
ajst-19159	93	17	method	method	NOUN
ajst-19159	93	18	,	,	PUNCT
ajst-19159	93	19	and	and	CCONJ
ajst-19159	93	20	the	the	DET
ajst-19159	93	21	accuracy	accuracy	NOUN
ajst-19159	93	22	and	and	CCONJ
ajst-19159	93	23	robustness	robustness	NOUN
ajst-19159	93	24	of	of	ADP
ajst-19159	93	25	state	state	NOUN
ajst-19159	93	26	estimation	estimation	NOUN
ajst-19159	93	27	can	can	AUX
ajst-19159	93	28	be	be	AUX
ajst-19159	93	29	improved	improve	VERB
ajst-19159	93	30	by	by	ADP
ajst-19159	93	31	using	use	VERB
ajst-19159	93	32	the	the	DET
ajst-19159	93	33	model	model	NOUN
ajst-19159	93	34	's	's	PART
ajst-19159	93	35	ability	ability	NOUN
ajst-19159	93	36	to	to	PART
ajst-19159	93	37	describe	describe	VERB
ajst-19159	93	38	the	the	DET
ajst-19159	93	39	physical	physical	ADJ
ajst-19159	93	40	and	and	CCONJ
ajst-19159	93	41	chemical	chemical	NOUN
ajst-19159	93	42	processes	process	NOUN
ajst-19159	93	43	inside	inside	ADP
ajst-19159	93	44	the	the	DET
ajst-19159	93	45	battery	battery	NOUN
ajst-19159	93	46	and	and	CCONJ
ajst-19159	93	47	the	the	DET
ajst-19159	93	48	data	data	NOUN
ajst-19159	93	49	-	-	PUNCT
ajst-19159	93	50	driven	drive	VERB
ajst-19159	93	51	method	method	NOUN
ajst-19159	93	52	's	's	PART
ajst-19159	93	53	ability	ability	NOUN
ajst-19159	93	54	to	to	PART
ajst-19159	93	55	deal	deal	VERB
ajst-19159	93	56	with	with	ADP
ajst-19159	93	57	complex	complex	ADJ
ajst-19159	93	58	nonlinear	nonlinear	ADJ
ajst-19159	93	59	problems	problem	NOUN
ajst-19159	93	60	.	.	PUNCT
ajst-19159	94	1	a	a	DET
ajst-19159	94	2	variety	variety	NOUN
ajst-19159	94	3	of	of	ADP
ajst-19159	94	4	intelligent	intelligent	ADJ
ajst-19159	94	5	algorithms	algorithm	NOUN
ajst-19159	94	6	can	can	AUX
ajst-19159	94	7	also	also	ADV
ajst-19159	94	8	be	be	AUX
ajst-19159	94	9	integrated	integrate	VERB
ajst-19159	94	10	,	,	PUNCT
ajst-19159	94	11	such	such	ADJ
ajst-19159	94	12	as	as	ADP
ajst-19159	94	13	combining	combine	VERB
ajst-19159	94	14	neural	neural	ADJ
ajst-19159	94	15	network	network	NOUN
ajst-19159	94	16	with	with	ADP
ajst-19159	94	17	particle	particle	NOUN
ajst-19159	94	18	filter	filter	NOUN
ajst-19159	94	19	to	to	PART
ajst-19159	94	20	realize	realize	VERB
ajst-19159	94	21	realtime	realtime	NOUN
ajst-19159	94	22	and	and	CCONJ
ajst-19159	94	23	accurate	accurate	ADJ
ajst-19159	94	24	estimation	estimation	NOUN
ajst-19159	94	25	of	of	ADP
ajst-19159	94	26	battery	battery	NOUN
ajst-19159	94	27	state	state	NOUN
ajst-19159	94	28	.	.	PUNCT
ajst-19159	95	1	the	the	DET
ajst-19159	95	2	key	key	ADJ
ajst-19159	95	3	problems	problem	NOUN
ajst-19159	95	4	to	to	PART
ajst-19159	95	5	be	be	AUX
ajst-19159	95	6	solved	solve	VERB
ajst-19159	95	7	in	in	ADP
ajst-19159	95	8	the	the	DET
ajst-19159	95	9	application	application	NOUN
ajst-19159	95	10	of	of	ADP
ajst-19159	95	11	fusion	fusion	NOUN
ajst-19159	95	12	method	method	NOUN
ajst-19159	95	13	and	and	CCONJ
ajst-19159	95	14	intelligent	intelligent	ADJ
ajst-19159	95	15	algorithm	algorithm	NOUN
ajst-19159	95	16	include	include	VERB
ajst-19159	95	17	how	how	SCONJ
ajst-19159	95	18	to	to	PART
ajst-19159	95	19	choose	choose	VERB
ajst-19159	95	20	appropriate	appropriate	ADJ
ajst-19159	95	21	fusion	fusion	NOUN
ajst-19159	95	22	strategy	strategy	NOUN
ajst-19159	95	23	and	and	CCONJ
ajst-19159	95	24	algorithm	algorithm	NOUN
ajst-19159	95	25	,	,	PUNCT
ajst-19159	95	26	how	how	SCONJ
ajst-19159	95	27	to	to	PART
ajst-19159	95	28	optimize	optimize	VERB
ajst-19159	95	29	algorithm	algorithm	NOUN
ajst-19159	95	30	parameters	parameter	NOUN
ajst-19159	95	31	to	to	PART
ajst-19159	95	32	improve	improve	VERB
ajst-19159	95	33	performance	performance	NOUN
ajst-19159	95	34	and	and	CCONJ
ajst-19159	95	35	so	so	ADV
ajst-19159	95	36	on	on	ADV
ajst-19159	95	37	.	.	PUNCT
ajst-19159	96	1	in	in	ADP
ajst-19159	96	2	order	order	NOUN
ajst-19159	96	3	to	to	PART
ajst-19159	96	4	solve	solve	VERB
ajst-19159	96	5	these	these	DET
ajst-19159	96	6	problems	problem	NOUN
ajst-19159	96	7	,	,	PUNCT
ajst-19159	96	8	researchers	researcher	NOUN
ajst-19159	96	9	continue	continue	VERB
ajst-19159	96	10	to	to	PART
ajst-19159	96	11	explore	explore	VERB
ajst-19159	96	12	new	new	ADJ
ajst-19159	96	13	fusion	fusion	NOUN
ajst-19159	96	14	methods	method	NOUN
ajst-19159	96	15	and	and	CCONJ
ajst-19159	96	16	algorithms	algorithm	NOUN
ajst-19159	96	17	,	,	PUNCT
ajst-19159	96	18	and	and	CCONJ
ajst-19159	96	19	at	at	ADP
ajst-19159	96	20	the	the	DET
ajst-19159	96	21	same	same	ADJ
ajst-19159	96	22	time	time	NOUN
ajst-19159	96	23	optimize	optimize	NOUN
ajst-19159	96	24	and	and	CCONJ
ajst-19159	96	25	improve	improve	VERB
ajst-19159	96	26	them	they	PRON
ajst-19159	96	27	according	accord	VERB
ajst-19159	96	28	to	to	ADP
ajst-19159	96	29	the	the	DET
ajst-19159	96	30	actual	actual	ADJ
ajst-19159	96	31	application	application	NOUN
ajst-19159	96	32	requirements	requirement	NOUN
ajst-19159	96	33	,	,	PUNCT
ajst-19159	96	34	so	so	SCONJ
ajst-19159	96	35	as	as	SCONJ
ajst-19159	96	36	to	to	PART
ajst-19159	96	37	promote	promote	VERB
ajst-19159	96	38	the	the	DET
ajst-19159	96	39	further	further	ADJ
ajst-19159	96	40	development	development	NOUN
ajst-19159	96	41	of	of	ADP
ajst-19159	96	42	battery	battery	NOUN
ajst-19159	96	43	state	state	NOUN
ajst-19159	96	44	estimation	estimation	NOUN
ajst-19159	96	45	technology	technology	NOUN
ajst-19159	96	46	.	.	PUNCT
ajst-19159	97	1	5	5	X
ajst-19159	97	2	.	.	X
ajst-19159	97	3	challenges	challenge	NOUN
ajst-19159	97	4	and	and	CCONJ
ajst-19159	97	5	prospects	prospect	NOUN
ajst-19159	97	6	of	of	ADP
ajst-19159	97	7	state	state	NOUN
ajst-19159	97	8	estimation	estimation	NOUN
ajst-19159	97	9	for	for	ADP
ajst-19159	97	10	power	power	NOUN
ajst-19159	97	11	lithium	lithium	NOUN
ajst-19159	97	12	batteries	battery	NOUN
ajst-19159	97	13	significant	significant	ADJ
ajst-19159	97	14	advancements	advancement	NOUN
ajst-19159	97	15	have	have	AUX
ajst-19159	97	16	been	be	AUX
ajst-19159	97	17	made	make	VERB
ajst-19159	97	18	in	in	ADP
ajst-19159	97	19	estimating	estimate	VERB
ajst-19159	97	20	the	the	DET
ajst-19159	97	21	state	state	NOUN
ajst-19159	97	22	of	of	ADP
ajst-19159	97	23	power	power	NOUN
ajst-19159	97	24	lithium	lithium	NOUN
ajst-19159	97	25	batteries	battery	NOUN
ajst-19159	97	26	,	,	PUNCT
ajst-19159	97	27	yet	yet	CCONJ
ajst-19159	97	28	practical	practical	ADJ
ajst-19159	97	29	challenges	challenge	NOUN
ajst-19159	97	30	persist	persist	VERB
ajst-19159	97	31	.	.	PUNCT
ajst-19159	98	1	firstly	firstly	ADV
ajst-19159	98	2	,	,	PUNCT
ajst-19159	98	3	the	the	DET
ajst-19159	98	4	intricate	intricate	ADJ
ajst-19159	98	5	chemical	chemical	NOUN
ajst-19159	98	6	reactions	reaction	NOUN
ajst-19159	98	7	within	within	ADP
ajst-19159	98	8	batteries	battery	NOUN
ajst-19159	98	9	defy	defy	VERB
ajst-19159	98	10	simple	simple	ADJ
ajst-19159	98	11	modeling	modeling	NOUN
ajst-19159	98	12	,	,	PUNCT
ajst-19159	98	13	resulting	result	VERB
ajst-19159	98	14	in	in	ADP
ajst-19159	98	15	model	model	NOUN
ajst-19159	98	16	inaccuracies	inaccuracy	NOUN
ajst-19159	98	17	and	and	CCONJ
ajst-19159	98	18	parameter	parameter	NOUN
ajst-19159	98	19	uncertainties	uncertainty	NOUN
ajst-19159	98	20	.	.	PUNCT
ajst-19159	99	1	secondly	secondly	ADV
ajst-19159	99	2	,	,	PUNCT
ajst-19159	99	3	numerous	numerous	ADJ
ajst-19159	99	4	factors	factor	NOUN
ajst-19159	99	5	—	—	PUNCT
ajst-19159	99	6	including	include	VERB
ajst-19159	99	7	temperature	temperature	NOUN
ajst-19159	99	8	,	,	PUNCT
ajst-19159	99	9	aging	aging	NOUN
ajst-19159	99	10	,	,	PUNCT
ajst-19159	99	11	and	and	CCONJ
ajst-19159	99	12	charge	charge	NOUN
ajst-19159	99	13	/	/	SYM
ajst-19159	99	14	discharge	discharge	NOUN
ajst-19159	99	15	rates	rate	NOUN
ajst-19159	99	16	—	—	PUNCT
ajst-19159	99	17	affect	affect	VERB
ajst-19159	99	18	battery	battery	NOUN
ajst-19159	99	19	performance	performance	NOUN
ajst-19159	99	20	,	,	PUNCT
ajst-19159	99	21	making	make	VERB
ajst-19159	99	22	their	their	PRON
ajst-19159	99	23	precise	precise	ADJ
ajst-19159	99	24	simulation	simulation	NOUN
ajst-19159	99	25	in	in	ADP
ajst-19159	99	26	real	real	ADJ
ajst-19159	99	27	-	-	PUNCT
ajst-19159	99	28	world	world	NOUN
ajst-19159	99	29	scenarios	scenario	NOUN
ajst-19159	99	30	challenging	challenge	VERB
ajst-19159	99	31	.	.	PUNCT
ajst-19159	100	1	lastly	lastly	ADV
ajst-19159	100	2	,	,	PUNCT
ajst-19159	100	3	acquiring	acquire	VERB
ajst-19159	100	4	and	and	CCONJ
ajst-19159	100	5	processing	processing	NOUN
ajst-19159	100	6	data	datum	NOUN
ajst-19159	100	7	,	,	PUNCT
ajst-19159	100	8	especially	especially	ADV
ajst-19159	100	9	highdimensional	highdimensional	ADJ
ajst-19159	100	10	and	and	CCONJ
ajst-19159	100	11	time	time	NOUN
ajst-19159	100	12	-	-	PUNCT
ajst-19159	100	13	varying	vary	VERB
ajst-19159	100	14	data	datum	NOUN
ajst-19159	100	15	,	,	PUNCT
ajst-19159	100	16	poses	pose	VERB
ajst-19159	100	17	significant	significant	ADJ
ajst-19159	100	18	challenges	challenge	NOUN
ajst-19159	100	19	in	in	ADP
ajst-19159	100	20	effectively	effectively	ADV
ajst-19159	100	21	extracting	extract	VERB
ajst-19159	100	22	features	feature	NOUN
ajst-19159	100	23	and	and	CCONJ
ajst-19159	100	24	denoising	denoising	NOUN
ajst-19159	100	25	.	.	PUNCT
ajst-19159	101	1	as	as	SCONJ
ajst-19159	101	2	science	science	NOUN
ajst-19159	101	3	and	and	CCONJ
ajst-19159	101	4	technology	technology	NOUN
ajst-19159	101	5	evolve	evolve	VERB
ajst-19159	101	6	,	,	PUNCT
ajst-19159	101	7	along	along	ADP
ajst-19159	101	8	with	with	ADP
ajst-19159	101	9	computing	computing	NOUN
ajst-19159	101	10	power	power	NOUN
ajst-19159	101	11	,	,	PUNCT
ajst-19159	101	12	battery	battery	NOUN
ajst-19159	101	13	state	state	NOUN
ajst-19159	101	14	estimation	estimation	NOUN
ajst-19159	101	15	techniques	technique	NOUN
ajst-19159	101	16	are	be	AUX
ajst-19159	101	17	trending	trend	VERB
ajst-19159	101	18	towards	towards	ADP
ajst-19159	101	19	enhanced	enhanced	ADJ
ajst-19159	101	20	precision	precision	NOUN
ajst-19159	101	21	,	,	PUNCT
ajst-19159	101	22	speed	speed	NOUN
ajst-19159	101	23	,	,	PUNCT
ajst-19159	101	24	and	and	CCONJ
ajst-19159	101	25	adaptability	adaptability	NOUN
ajst-19159	101	26	.	.	PUNCT
ajst-19159	102	1	there	there	PRON
ajst-19159	102	2	's	be	VERB
ajst-19159	102	3	a	a	DET
ajst-19159	102	4	growing	grow	VERB
ajst-19159	102	5	focus	focus	NOUN
ajst-19159	102	6	on	on	ADP
ajst-19159	102	7	data	data	NOUN
ajst-19159	102	8	-	-	PUNCT
ajst-19159	102	9	driven	drive	VERB
ajst-19159	102	10	and	and	CCONJ
ajst-19159	102	11	ai	ai	NOUN
ajst-19159	102	12	-	-	PUNCT
ajst-19159	102	13	based	base	VERB
ajst-19159	102	14	methods	method	NOUN
ajst-19159	102	15	.	.	PUNCT
ajst-19159	103	1	these	these	DET
ajst-19159	103	2	approaches	approach	NOUN
ajst-19159	103	3	leverage	leverage	VERB
ajst-19159	103	4	the	the	DET
ajst-19159	103	5	strengths	strength	NOUN
ajst-19159	103	6	of	of	ADP
ajst-19159	103	7	big	big	ADJ
ajst-19159	103	8	data	datum	NOUN
ajst-19159	103	9	and	and	CCONJ
ajst-19159	103	10	machine	machine	NOUN
ajst-19159	103	11	learning	learn	VERB
ajst-19159	103	12	algorithms	algorithm	NOUN
ajst-19159	103	13	to	to	PART
ajst-19159	103	14	extract	extract	VERB
ajst-19159	103	15	valuable	valuable	ADJ
ajst-19159	103	16	insights	insight	NOUN
ajst-19159	103	17	from	from	ADP
ajst-19159	103	18	vast	vast	ADJ
ajst-19159	103	19	datasets	dataset	NOUN
ajst-19159	103	20	,	,	PUNCT
ajst-19159	103	21	bolstering	bolster	VERB
ajst-19159	103	22	estimation	estimation	NOUN
ajst-19159	103	23	accuracy	accuracy	NOUN
ajst-19159	103	24	and	and	CCONJ
ajst-19159	103	25	robustness	robustness	NOUN
ajst-19159	103	26	.	.	PUNCT
ajst-19159	104	1	meanwhile	meanwhile	ADV
ajst-19159	104	2	,	,	PUNCT
ajst-19159	104	3	with	with	ADP
ajst-19159	104	4	the	the	DET
ajst-19159	104	5	emergence	emergence	NOUN
ajst-19159	104	6	of	of	ADP
ajst-19159	104	7	5	5	NUM
ajst-19159	104	8	g	g	NOUN
ajst-19159	104	9	,	,	PUNCT
ajst-19159	104	10	cloud	cloud	NOUN
ajst-19159	104	11	computing	computing	NOUN
ajst-19159	104	12	,	,	PUNCT
ajst-19159	104	13	edge	edge	NOUN
ajst-19159	104	14	computing	computing	NOUN
ajst-19159	104	15	,	,	PUNCT
ajst-19159	104	16	and	and	CCONJ
ajst-19159	104	17	other	other	ADJ
ajst-19159	104	18	technologies	technology	NOUN
ajst-19159	104	19	,	,	PUNCT
ajst-19159	104	20	the	the	DET
ajst-19159	104	21	real	real	ADJ
ajst-19159	104	22	-	-	PUNCT
ajst-19159	104	23	time	time	NOUN
ajst-19159	104	24	and	and	CCONJ
ajst-19159	104	25	online	online	ADJ
ajst-19159	104	26	learning	learn	VERB
ajst-19159	104	27	capabilities	capability	NOUN
ajst-19159	104	28	of	of	ADP
ajst-19159	104	29	state	state	NOUN
ajst-19159	104	30	estimation	estimation	NOUN
ajst-19159	104	31	are	be	AUX
ajst-19159	104	32	poised	poise	VERB
ajst-19159	104	33	for	for	ADP
ajst-19159	104	34	further	further	ADJ
ajst-19159	104	35	enhancement	enhancement	NOUN
ajst-19159	104	36	.	.	PUNCT
ajst-19159	105	1	this	this	PRON
ajst-19159	105	2	promises	promise	VERB
ajst-19159	105	3	even	even	ADV
ajst-19159	105	4	faster	fast	ADV
ajst-19159	105	5	and	and	CCONJ
ajst-19159	105	6	more	more	ADV
ajst-19159	105	7	precise	precise	ADJ
ajst-19159	105	8	battery	battery	NOUN
ajst-19159	105	9	state	state	NOUN
ajst-19159	105	10	monitoring	monitoring	NOUN
ajst-19159	105	11	and	and	CCONJ
ajst-19159	105	12	prediction	prediction	NOUN
ajst-19159	105	13	.	.	PUNCT
ajst-19159	106	1	6	6	NUM
ajst-19159	106	2	.	.	X
ajst-19159	106	3	conclusions	conclusion	NOUN
ajst-19159	106	4	in	in	ADP
ajst-19159	106	5	this	this	DET
ajst-19159	106	6	paper	paper	NOUN
ajst-19159	106	7	,	,	PUNCT
ajst-19159	106	8	the	the	DET
ajst-19159	106	9	basic	basic	ADJ
ajst-19159	106	10	methods	method	NOUN
ajst-19159	106	11	,	,	PUNCT
ajst-19159	106	12	research	research	NOUN
ajst-19159	106	13	progress	progress	NOUN
ajst-19159	106	14	,	,	PUNCT
ajst-19159	106	15	challenges	challenge	NOUN
ajst-19159	106	16	and	and	CCONJ
ajst-19159	106	17	prospects	prospect	NOUN
ajst-19159	106	18	of	of	ADP
ajst-19159	106	19	state	state	NOUN
ajst-19159	106	20	estimation	estimation	NOUN
ajst-19159	106	21	of	of	ADP
ajst-19159	106	22	power	power	NOUN
ajst-19159	106	23	lithium	lithium	NOUN
ajst-19159	106	24	batteries	battery	NOUN
ajst-19159	106	25	are	be	AUX
ajst-19159	106	26	systematically	systematically	ADV
ajst-19159	106	27	and	and	CCONJ
ajst-19159	106	28	deeply	deeply	ADV
ajst-19159	106	29	studied	study	VERB
ajst-19159	106	30	.	.	PUNCT
ajst-19159	107	1	in	in	ADP
ajst-19159	107	2	the	the	DET
ajst-19159	107	3	aspect	aspect	NOUN
ajst-19159	107	4	of	of	ADP
ajst-19159	107	5	model	model	NOUN
ajst-19159	107	6	-	-	PUNCT
ajst-19159	107	7	based	base	VERB
ajst-19159	107	8	state	state	NOUN
ajst-19159	107	9	estimation	estimation	NOUN
ajst-19159	107	10	,	,	PUNCT
ajst-19159	107	11	the	the	DET
ajst-19159	107	12	common	common	ADJ
ajst-19159	107	13	methods	method	NOUN
ajst-19159	107	14	such	such	ADJ
ajst-19159	107	15	as	as	ADP
ajst-19159	107	16	ecm	ecm	NOUN
ajst-19159	107	17	,	,	PUNCT
ajst-19159	107	18	electrochemical	electrochemical	ADJ
ajst-19159	107	19	model	model	NOUN
ajst-19159	107	20	and	and	CCONJ
ajst-19159	107	21	data	data	NOUN
ajst-19159	107	22	-	-	PUNCT
ajst-19159	107	23	driven	drive	VERB
ajst-19159	107	24	model	model	NOUN
ajst-19159	107	25	are	be	AUX
ajst-19159	107	26	introduced	introduce	VERB
ajst-19159	107	27	,	,	PUNCT
ajst-19159	107	28	and	and	CCONJ
ajst-19159	107	29	their	their	PRON
ajst-19159	107	30	advantages	advantage	NOUN
ajst-19159	107	31	and	and	CCONJ
ajst-19159	107	32	disadvantages	disadvantage	NOUN
ajst-19159	107	33	and	and	CCONJ
ajst-19159	107	34	application	application	NOUN
ajst-19159	107	35	scope	scope	NOUN
ajst-19159	107	36	are	be	AUX
ajst-19159	107	37	analyzed	analyze	VERB
ajst-19159	107	38	.	.	PUNCT
ajst-19159	108	1	in	in	ADP
ajst-19159	108	2	the	the	DET
ajst-19159	108	3	realm	realm	NOUN
ajst-19159	108	4	of	of	ADP
ajst-19159	108	5	modelindependent	modelindependent	NOUN
ajst-19159	108	6	state	state	NOUN
ajst-19159	108	7	estimation	estimation	NOUN
ajst-19159	108	8	,	,	PUNCT
ajst-19159	108	9	the	the	DET
ajst-19159	108	10	integration	integration	NOUN
ajst-19159	108	11	and	and	CCONJ
ajst-19159	108	12	advancement	advancement	NOUN
ajst-19159	108	13	of	of	ADP
ajst-19159	108	14	machine	machine	NOUN
ajst-19159	108	15	learning	learn	VERB
ajst-19159	108	16	algorithms	algorithm	NOUN
ajst-19159	108	17	and	and	CCONJ
ajst-19159	108	18	artificial	artificial	ADJ
ajst-19159	108	19	intelligence	intelligence	NOUN
ajst-19159	108	20	in	in	ADP
ajst-19159	108	21	battery	battery	NOUN
ajst-19159	108	22	state	state	NOUN
ajst-19159	108	23	assessment	assessment	NOUN
ajst-19159	108	24	are	be	AUX
ajst-19159	108	25	deliberated	deliberate	VERB
ajst-19159	108	26	.	.	PUNCT
ajst-19159	109	1	furthermore	furthermore	ADV
ajst-19159	109	2	,	,	PUNCT
ajst-19159	109	3	the	the	DET
ajst-19159	109	4	potential	potential	ADJ
ajst-19159	109	5	utilization	utilization	NOUN
ajst-19159	109	6	of	of	ADP
ajst-19159	109	7	combined	combine	VERB
ajst-19159	109	8	methodologies	methodology	NOUN
ajst-19159	109	9	and	and	CCONJ
ajst-19159	109	10	intelligent	intelligent	ADJ
ajst-19159	109	11	algorithms	algorithm	NOUN
ajst-19159	109	12	in	in	ADP
ajst-19159	109	13	state	state	NOUN
ajst-19159	109	14	estimation	estimation	NOUN
ajst-19159	109	15	is	be	AUX
ajst-19159	109	16	explored	explore	VERB
ajst-19159	109	17	.	.	PUNCT
ajst-19159	110	1	through	through	ADP
ajst-19159	110	2	comprehensive	comprehensive	ADJ
ajst-19159	110	3	research	research	NOUN
ajst-19159	110	4	and	and	CCONJ
ajst-19159	110	5	analysis	analysis	NOUN
ajst-19159	110	6	,	,	PUNCT
ajst-19159	110	7	it	it	PRON
ajst-19159	110	8	is	be	AUX
ajst-19159	110	9	evident	evident	ADJ
ajst-19159	110	10	that	that	SCONJ
ajst-19159	110	11	accurately	accurately	ADV
ajst-19159	110	12	estimating	estimate	VERB
ajst-19159	110	13	the	the	DET
ajst-19159	110	14	state	state	NOUN
ajst-19159	110	15	of	of	ADP
ajst-19159	110	16	power	power	NOUN
ajst-19159	110	17	lithium	lithium	NOUN
ajst-19159	110	18	batteries	battery	NOUN
ajst-19159	110	19	poses	pose	VERB
ajst-19159	110	20	a	a	DET
ajst-19159	110	21	intricate	intricate	ADJ
ajst-19159	110	22	yet	yet	ADV
ajst-19159	110	23	pivotal	pivotal	ADJ
ajst-19159	110	24	challenge	challenge	NOUN
ajst-19159	110	25	,	,	PUNCT
ajst-19159	110	26	necessitating	necessitate	VERB
ajst-19159	110	27	a	a	DET
ajst-19159	110	28	diverse	diverse	ADJ
ajst-19159	110	29	array	array	NOUN
ajst-19159	110	30	of	of	ADP
ajst-19159	110	31	methods	method	NOUN
ajst-19159	110	32	and	and	CCONJ
ajst-19159	110	33	algorithms	algorithm	NOUN
ajst-19159	110	34	to	to	PART
ajst-19159	110	35	bolster	bolster	VERB
ajst-19159	110	36	precision	precision	NOUN
ajst-19159	110	37	and	and	CCONJ
ajst-19159	110	38	resilience	resilience	NOUN
ajst-19159	110	39	.	.	PUNCT
ajst-19159	111	1	concurrently	concurrently	ADV
ajst-19159	111	2	,	,	PUNCT
ajst-19159	111	3	as	as	SCONJ
ajst-19159	111	4	science	science	NOUN
ajst-19159	111	5	and	and	CCONJ
ajst-19159	111	6	technology	technology	NOUN
ajst-19159	111	7	evolve	evolve	VERB
ajst-19159	111	8	and	and	CCONJ
ajst-19159	111	9	computational	computational	ADJ
ajst-19159	111	10	capabilities	capability	NOUN
ajst-19159	111	11	augment	augment	NOUN
ajst-19159	111	12	,	,	PUNCT
ajst-19159	111	13	state	state	NOUN
ajst-19159	111	14	estimation	estimation	NOUN
ajst-19159	111	15	techniques	technique	NOUN
ajst-19159	111	16	will	will	AUX
ajst-19159	111	17	undergo	undergo	VERB
ajst-19159	111	18	continuous	continuous	ADJ
ajst-19159	111	19	refinement	refinement	NOUN
ajst-19159	111	20	and	and	CCONJ
ajst-19159	111	21	expansion	expansion	NOUN
ajst-19159	111	22	,	,	PUNCT
ajst-19159	111	23	thereby	thereby	ADV
ajst-19159	111	24	offering	offer	VERB
ajst-19159	111	25	substantial	substantial	ADJ
ajst-19159	111	26	impetus	impetus	NOUN
ajst-19159	111	27	to	to	ADP
ajst-19159	111	28	the	the	DET
ajst-19159	111	29	sustainable	sustainable	ADJ
ajst-19159	111	30	progress	progress	NOUN
ajst-19159	111	31	of	of	ADP
ajst-19159	111	32	the	the	DET
ajst-19159	111	33	electric	electric	ADJ
ajst-19159	111	34	vehicle	vehicle	NOUN
ajst-19159	111	35	industry	industry	NOUN
ajst-19159	111	36	.	.	PUNCT
ajst-19159	112	1	references	reference	NOUN
ajst-19159	112	2	[	[	X
ajst-19159	112	3	1	1	NUM
ajst-19159	112	4	]	]	X
ajst-19159	112	5	zhou	zhou	PROPN
ajst-19159	112	6	ren	ren	PROPN
ajst-19159	112	7	,	,	PUNCT
ajst-19159	112	8	zhang	zhang	PROPN
ajst-19159	112	9	xiangwen	xiangwen	PROPN
ajst-19159	112	10	.	.	PUNCT
ajst-19159	113	1	health	health	NOUN
ajst-19159	113	2	state	state	NOUN
ajst-19159	113	3	estimation	estimation	NOUN
ajst-19159	113	4	of	of	ADP
ajst-19159	113	5	electric	electric	ADJ
ajst-19159	113	6	vehicle	vehicle	NOUN
ajst-19159	113	7	power	power	NOUN
ajst-19159	113	8	batteries	battery	NOUN
ajst-19159	113	9	based	base	VERB
ajst-19159	113	10	on	on	ADP
ajst-19159	113	11	real	real	ADJ
ajst-19159	113	12	vehicle	vehicle	NOUN
ajst-19159	113	13	data	datum	NOUN
ajst-19159	113	14	and	and	CCONJ
ajst-19159	113	15	bp	bp	PROPN
ajst-19159	113	16	adaboost	adaboost	PROPN
ajst-19159	113	17	algorithm	algorithm	NOUN
ajst-19159	114	1	[	[	X
ajst-19159	114	2	j	j	X
ajst-19159	114	3	]	]	X
ajst-19159	114	4	.	.	PUNCT
ajst-19159	115	1	science	science	NOUN
ajst-19159	115	2	and	and	CCONJ
ajst-19159	115	3	technology	technology	NOUN
ajst-19159	115	4	and	and	CCONJ
ajst-19159	115	5	engineering	engineering	NOUN
ajst-19159	115	6	,	,	PUNCT
ajst-19159	115	7	2022	2022	NUM
ajst-19159	115	8	(	(	PUNCT
ajst-19159	115	9	021	021	NUM
ajst-19159	115	10	):	):	PUNCT
ajst-19159	115	11	022	022	NUM
ajst-19159	115	12	.	.	PUNCT
ajst-19159	116	1	[	[	X
ajst-19159	116	2	2	2	NUM
ajst-19159	116	3	]	]	X
ajst-19159	116	4	yang	yang	PROPN
ajst-19159	116	5	jianqing	jianqing	PROPN
ajst-19159	116	6	,	,	PUNCT
ajst-19159	116	7	yan	yan	PROPN
ajst-19159	116	8	yunbing	yunbing	PROPN
ajst-19159	116	9	,	,	PUNCT
ajst-19159	116	10	wang	wang	PROPN
ajst-19159	116	11	weiqiang	weiqiang	PROPN
ajst-19159	116	12	.	.	PUNCT
ajst-19159	117	1	quality	quality	NOUN
ajst-19159	117	2	and	and	CCONJ
ajst-19159	117	3	driving	drive	VERB
ajst-19159	117	4	state	state	NOUN
ajst-19159	117	5	estimation	estimation	NOUN
ajst-19159	117	6	of	of	ADP
ajst-19159	117	7	distributed	distribute	VERB
ajst-19159	117	8	electric	electric	ADJ
ajst-19159	117	9	vehicles	vehicle	NOUN
ajst-19159	117	10	[	[	X
ajst-19159	117	11	j	j	X
ajst-19159	117	12	]	]	X
ajst-19159	117	13	.	.	PUNCT
ajst-19159	117	14	journal	journal	PROPN
ajst-19159	117	15	of	of	ADP
ajst-19159	117	16	wuhan	wuhan	PROPN
ajst-19159	117	17	university	university	PROPN
ajst-19159	117	18	of	of	ADP
ajst-19159	117	19	science	science	NOUN
ajst-19159	117	20	and	and	CCONJ
ajst-19159	117	21	technology	technology	NOUN
ajst-19159	117	22	,	,	PUNCT
ajst-19159	117	23	2021	2021	NUM
ajst-19159	117	24	,	,	PUNCT
ajst-19159	117	25	44	44	NUM
ajst-19159	117	26	(	(	PUNCT
ajst-19159	117	27	5	5	NUM
ajst-19159	117	28	):	):	PUNCT
ajst-19159	117	29	7	7	NUM
ajst-19159	117	30	.	.	PUNCT
ajst-19159	118	1	[	[	X
ajst-19159	118	2	3	3	NUM
ajst-19159	118	3	]	]	X
ajst-19159	118	4	fan	fan	PROPN
ajst-19159	118	5	jiayu	jiayu	PROPN
ajst-19159	118	6	,	,	PUNCT
ajst-19159	118	7	xia	xia	PROPN
ajst-19159	118	8	jing	jing	PROPN
ajst-19159	118	9	,	,	PUNCT
ajst-19159	118	10	chen	chen	PROPN
ajst-19159	118	11	nan	nan	PROPN
ajst-19159	118	12	,	,	PUNCT
ajst-19159	118	13	et	et	PROPN
ajst-19159	118	14	al	al	PROPN
ajst-19159	118	15	.	.	PROPN
ajst-19159	119	1	online	online	PROPN
ajst-19159	119	2	soc	soc	PROPN
ajst-19159	119	3	estimation	estimation	NOUN
ajst-19159	119	4	of	of	ADP
ajst-19159	119	5	lithium	lithium	NOUN
ajst-19159	119	6	-	-	PUNCT
ajst-19159	119	7	ion	ion	NOUN
ajst-19159	119	8	batteries	battery	NOUN
ajst-19159	119	9	for	for	ADP
ajst-19159	119	10	electric	electric	ADJ
ajst-19159	119	11	vehicles	vehicle	NOUN
ajst-19159	119	12	based	base	VERB
ajst-19159	119	13	on	on	ADP
ajst-19159	119	14	modified	modify	VERB
ajst-19159	119	15	covariance	covariance	NOUN
ajst-19159	119	16	extended	extend	VERB
ajst-19159	119	17	kalman	kalman	NOUN
ajst-19159	119	18	filter	filter	NOUN
ajst-19159	119	19	method	method	NOUN
ajst-19159	120	1	[	[	X
ajst-19159	120	2	j	j	X
ajst-19159	120	3	]	]	X
ajst-19159	120	4	.	.	PUNCT
ajst-19159	121	1	journal	journal	PROPN
ajst-19159	121	2	of	of	ADP
ajst-19159	121	3	southeast	southeast	PROPN
ajst-19159	121	4	university	university	PROPN
ajst-19159	121	5	:	:	PUNCT
ajst-19159	121	6	english	english	PROPN
ajst-19159	121	7	edition	edition	PROPN
ajst-19159	121	8	,	,	PUNCT
ajst-19159	121	9	2020	2020	NUM
ajst-19159	121	10	,	,	PUNCT
ajst-19159	121	11	36	36	NUM
ajst-19159	121	12	(	(	PUNCT
ajst-19159	121	13	2	2	NUM
ajst-19159	121	14	):	):	PUNCT
ajst-19159	121	15	10	10	NUM
ajst-19159	121	16	.	.	PUNCT
ajst-19159	122	1	[	[	X
ajst-19159	122	2	4	4	X
ajst-19159	122	3	]	]	PUNCT
ajst-19159	122	4	he	he	PRON
ajst-19159	122	5	haowen	haowen	VERB
ajst-19159	122	6	.	.	PUNCT
ajst-19159	123	1	distributed	distribute	VERB
ajst-19159	123	2	electric	electric	ADJ
ajst-19159	123	3	vehicle	vehicle	NOUN
ajst-19159	123	4	state	state	NOUN
ajst-19159	123	5	estimation	estimation	NOUN
ajst-19159	123	6	based	base	VERB
ajst-19159	123	7	on	on	ADP
ajst-19159	123	8	unscented	unscented	ADJ
ajst-19159	123	9	kalman	kalman	NOUN
ajst-19159	124	1	[	[	X
ajst-19159	124	2	j	j	X
ajst-19159	124	3	]	]	X
ajst-19159	124	4	.	.	PUNCT
ajst-19159	125	1	automotive	automotive	ADJ
ajst-19159	125	2	practical	practical	ADJ
ajst-19159	125	3	technology	technology	NOUN
ajst-19159	125	4	,	,	PUNCT
ajst-19159	125	5	2020	2020	NUM
ajst-19159	125	6	(	(	PUNCT
ajst-19159	125	7	20	20	NUM
ajst-19159	125	8	):	):	PUNCT
ajst-19159	125	9	3	3	NUM
ajst-19159	125	10	.	.	PUNCT
ajst-19159	126	1	[	[	X
ajst-19159	126	2	5	5	NUM
ajst-19159	126	3	]	]	X
ajst-19159	126	4	zhang	zhang	PROPN
ajst-19159	126	5	zhida	zhida	PROPN
ajst-19159	126	6	,	,	PUNCT
ajst-19159	126	7	zheng	zheng	PROPN
ajst-19159	126	8	ling	ling	PROPN
ajst-19159	126	9	,	,	PUNCT
ajst-19159	126	10	wu	wu	PROPN
ajst-19159	126	11	xing	xing	PROPN
ajst-19159	126	12	,	,	PUNCT
ajst-19159	126	13	qiao	qiao	PROPN
ajst-19159	126	14	xuqiang	xuqiang	PROPN
ajst-19159	126	15	,	,	PUNCT
ajst-19159	126	16	li	li	PROPN
ajst-19159	126	17	yinong	yinong	PROPN
ajst-19159	126	18	.	.	PUNCT
ajst-19159	127	1	state	state	NOUN
ajst-19159	127	2	estimation	estimation	NOUN
ajst-19159	127	3	of	of	ADP
ajst-19159	127	4	distributed	distribute	VERB
ajst-19159	127	5	electric	electric	ADJ
ajst-19159	127	6	vehicles	vehicle	NOUN
ajst-19159	127	7	based	base	VERB
ajst-19159	127	8	on	on	ADP
ajst-19159	127	9	robust	robust	ADJ
ajst-19159	127	10	adaptive	adaptive	ADJ
ajst-19159	127	11	ukf	ukf	NOUN
ajst-19159	128	1	[	[	X
ajst-19159	128	2	j	j	X
ajst-19159	128	3	]	]	X
ajst-19159	128	4	.	.	PUNCT
ajst-19159	129	1	chinese	chinese	ADJ
ajst-19159	129	2	science	science	PROPN
ajst-19159	129	3	:	:	PUNCT
ajst-19159	129	4	technical	technical	ADJ
ajst-19159	129	5	science	science	NOUN
ajst-19159	129	6	,	,	PUNCT
ajst-19159	129	7	2020	2020	NUM
ajst-19159	129	8	,	,	PUNCT
ajst-19159	129	9	50	50	NUM
ajst-19159	129	10	(	(	PUNCT
ajst-19159	129	11	11	11	NUM
ajst-19159	129	12	):	):	PUNCT
ajst-19159	129	13	13	13	NUM
ajst-19159	129	14	.	.	PUNCT
ajst-19159	130	1	[	[	X
ajst-19159	130	2	6	6	NUM
ajst-19159	130	3	]	]	PUNCT
ajst-19159	130	4	xiao	xiao	PROPN
ajst-19159	130	5	renxin	renxin	PROPN
ajst-19159	130	6	,	,	PUNCT
ajst-19159	130	7	li	li	PROPN
ajst-19159	130	8	bin	bin	PROPN
ajst-19159	130	9	,	,	PUNCT
ajst-19159	130	10	huang	huang	PROPN
ajst-19159	130	11	zhiqiang	zhiqiang	PROPN
ajst-19159	130	12	,	,	PUNCT
ajst-19159	130	13	et	et	PROPN
ajst-19159	130	14	al	al	PROPN
ajst-19159	130	15	.	.	PUNCT
ajst-19159	130	16	state	state	PROPN
ajst-19159	130	17	of	of	ADP
ajst-19159	130	18	charge	charge	NOUN
ajst-19159	130	19	estimation	estimation	NOUN
ajst-19159	130	20	of	of	ADP
ajst-19159	130	21	lithium	lithium	NOUN
ajst-19159	130	22	-	-	PUNCT
ajst-19159	130	23	ion	ion	NOUN
ajst-19159	130	24	batteries	battery	NOUN
ajst-19159	130	25	for	for	ADP
ajst-19159	130	26	electric	electric	ADJ
ajst-19159	130	27	vehicles	vehicle	NOUN
ajst-19159	130	28	based	base	VERB
ajst-19159	130	29	on	on	ADP
ajst-19159	130	30	srckf	srckf	NOUN
ajst-19159	130	31	[	[	X
ajst-19159	130	32	j	j	X
ajst-19159	130	33	]	]	X
ajst-19159	130	34	.	.	PUNCT
ajst-19159	131	1	power	power	NOUN
ajst-19159	131	2	technology	technology	NOUN
ajst-19159	131	3	,	,	PUNCT
ajst-19159	131	4	2021	2021	NUM
ajst-19159	131	5	(	(	PUNCT
ajst-19159	131	6	011	011	NUM
ajst-19159	131	7	):	):	PUNCT
ajst-19159	131	8	045	045	NUM
ajst-19159	131	9	.	.	PUNCT
ajst-19159	132	1	[	[	X
ajst-19159	132	2	7	7	X
ajst-19159	132	3	]	]	X
ajst-19159	132	4	huang	huang	PROPN
ajst-19159	132	5	yusha	yusha	PROPN
ajst-19159	132	6	,	,	PUNCT
ajst-19159	132	7	chen	chen	PROPN
ajst-19159	132	8	yushan	yushan	PROPN
ajst-19159	132	9	,	,	PUNCT
ajst-19159	132	10	qin	qin	PROPN
ajst-19159	132	11	linlin	linlin	PROPN
ajst-19159	132	12	,	,	PUNCT
ajst-19159	132	13	et	et	PROPN
ajst-19159	132	14	al	al	PROPN
ajst-19159	132	15	.	.	PROPN
ajst-19159	132	16	state	state	PROPN
ajst-19159	132	17	of	of	ADP
ajst-19159	132	18	charge	charge	NOUN
ajst-19159	132	19	estimation	estimation	NOUN
ajst-19159	132	20	of	of	ADP
ajst-19159	132	21	power	power	NOUN
ajst-19159	132	22	batteries	battery	NOUN
ajst-19159	132	23	based	base	VERB
ajst-19159	132	24	on	on	ADP
ajst-19159	132	25	carma	carma	PROPN
ajst-19159	132	26	model	model	NOUN
ajst-19159	133	1	[	[	X
ajst-19159	133	2	j	j	X
ajst-19159	133	3	]	]	X
ajst-19159	133	4	.	.	PUNCT
ajst-19159	134	1	high	high	ADJ
ajst-19159	134	2	power	power	NOUN
ajst-19159	134	3	converter	converter	NOUN
ajst-19159	134	4	technology	technology	NOUN
ajst-19159	134	5	,	,	PUNCT
ajst-19159	134	6	2020	2020	NUM
ajst-19159	134	7	(	(	PUNCT
ajst-19159	134	8	002	002	NUM
ajst-19159	134	9	):	):	PUNCT
ajst-19159	134	10	000	000	NUM
ajst-19159	134	11	.	.	PUNCT
ajst-19159	135	1	[	[	X
ajst-19159	135	2	8	8	NUM
ajst-19159	135	3	]	]	PUNCT
ajst-19159	135	4	xu	xu	PROPN
ajst-19159	135	5	zili	zili	PROPN
ajst-19159	135	6	,	,	PUNCT
ajst-19159	135	7	feng	feng	PROPN
ajst-19159	135	8	qingliao	qingliao	PROPN
ajst-19159	135	9	,	,	PUNCT
ajst-19159	135	10	yu	yu	PROPN
ajst-19159	135	11	feiou	feiou	PROPN
ajst-19159	135	12	,	,	PUNCT
ajst-19159	135	13	zhou	zhou	PROPN
ajst-19159	135	14	yifan	yifan	PROPN
ajst-19159	135	15	,	,	PUNCT
ajst-19159	135	16	jin	jin	PROPN
ajst-19159	135	17	heng	heng	PROPN
ajst-19159	135	18	.	.	PUNCT
ajst-19159	136	1	a	a	DET
ajst-19159	136	2	fault	fault	NOUN
ajst-19159	136	3	warning	warning	NOUN
ajst-19159	136	4	system	system	NOUN
ajst-19159	136	5	for	for	ADP
ajst-19159	136	6	electric	electric	ADJ
ajst-19159	136	7	vehicle	vehicle	NOUN
ajst-19159	136	8	charging	charge	VERB
ajst-19159	136	9	stations	station	NOUN
ajst-19159	136	10	based	base	VERB
ajst-19159	136	11	on	on	ADP
ajst-19159	136	12	state	state	NOUN
ajst-19159	136	13	estimation	estimation	NOUN
ajst-19159	136	14	models	model	NOUN
ajst-19159	136	15	[	[	X
ajst-19159	136	16	j	j	X
ajst-19159	136	17	]	]	X
ajst-19159	136	18	.	.	PUNCT
ajst-19159	137	1	manufacturing	manufacture	VERB
ajst-19159	137	2	automation	automation	NOUN
ajst-19159	137	3	,	,	PUNCT
ajst-19159	137	4	2023	2023	NUM
ajst-19159	137	5	,	,	PUNCT
ajst-19159	137	6	45	45	NUM
ajst-19159	137	7	(	(	PUNCT
ajst-19159	137	8	7	7	NUM
ajst-19159	137	9	):	):	PUNCT
ajst-19159	137	10	46	46	NUM
ajst-19159	137	11	-	-	SYM
ajst-19159	137	12	50	50	NUM
ajst-19159	137	13	.	.	PUNCT
ajst-19159	138	1	[	[	X
ajst-19159	138	2	9	9	NUM
ajst-19159	138	3	]	]	PUNCT
ajst-19159	138	4	gong	gong	PROPN
ajst-19159	138	5	xianwu	xianwu	PROPN
ajst-19159	138	6	,	,	PUNCT
ajst-19159	138	7	ding	ding	PROPN
ajst-19159	138	8	lu	lu	PROPN
ajst-19159	138	9	,	,	PUNCT
ajst-19159	138	10	mu	mu	PROPN
ajst-19159	138	11	qiuqian	qiuqian	PROPN
ajst-19159	138	12	,	,	PUNCT
ajst-19159	138	13	et	et	PROPN
ajst-19159	138	14	al	al	PROPN
ajst-19159	138	15	.	.	PUNCT
ajst-19159	138	16	estimation	estimation	NOUN
ajst-19159	138	17	of	of	ADP
ajst-19159	138	18	the	the	DET
ajst-19159	138	19	health	health	NOUN
ajst-19159	138	20	status	status	NOUN
ajst-19159	138	21	of	of	ADP
ajst-19159	138	22	electric	electric	ADJ
ajst-19159	138	23	vehicle	vehicle	NOUN
ajst-19159	138	24	batteries	battery	NOUN
ajst-19159	138	25	based	base	VERB
ajst-19159	138	26	on	on	ADP
ajst-19159	138	27	real	real	ADJ
ajst-19159	138	28	vehicle	vehicle	NOUN
ajst-19159	138	29	data	datum	NOUN
ajst-19159	139	1	[	[	X
ajst-19159	139	2	j	j	X
ajst-19159	139	3	]	]	X
ajst-19159	139	4	.	.	PUNCT
ajst-19159	140	1	power	power	NOUN
ajst-19159	140	2	technology	technology	NOUN
ajst-19159	140	3	,	,	PUNCT
ajst-19159	140	4	2021	2021	NUM
ajst-19159	140	5	(	(	PUNCT
ajst-19159	140	6	012	012	NUM
ajst-19159	140	7	):	):	PUNCT
ajst-19159	140	8	045	045	NUM
ajst-19159	140	9	.	.	PUNCT
ajst-19159	141	1	[	[	X
ajst-19159	141	2	10	10	NUM
ajst-19159	141	3	]	]	X
ajst-19159	141	4	zhong	zhong	PROPN
ajst-19159	141	5	yanxiong	yanxiong	PROPN
ajst-19159	141	6	.	.	PUNCT
ajst-19159	142	1	analysis	analysis	NOUN
ajst-19159	142	2	of	of	ADP
ajst-19159	142	3	state	state	NOUN
ajst-19159	142	4	of	of	ADP
ajst-19159	142	5	charge	charge	NOUN
ajst-19159	142	6	estimation	estimation	NOUN
ajst-19159	142	7	and	and	CCONJ
ajst-19159	142	8	balance	balance	NOUN
ajst-19159	142	9	technology	technology	NOUN
ajst-19159	142	10	for	for	ADP
ajst-19159	142	11	electric	electric	ADJ
ajst-19159	142	12	vehicle	vehicle	NOUN
ajst-19159	142	13	batteries	battery	NOUN
ajst-19159	142	14	[	[	X
ajst-19159	142	15	j	j	X
ajst-19159	142	16	]	]	X
ajst-19159	142	17	.	.	PUNCT
ajst-19159	143	1	times	times	PROPN
ajst-19159	143	2	automotive	automotive	ADJ
ajst-19159	143	3	,	,	PUNCT
ajst-19159	143	4	2023	2023	NUM
ajst-19159	143	5	(	(	PUNCT
ajst-19159	143	6	3	3	NUM
ajst-19159	143	7	):	):	PUNCT
ajst-19159	143	8	110	110	NUM
ajst-19159	143	9	-	-	SYM
ajst-19159	143	10	112	112	NUM
ajst-19159	143	11	.	.	PUNCT
ajst-19159	144	1	[	[	X
ajst-19159	144	2	11	11	NUM
ajst-19159	144	3	]	]	X
ajst-19159	144	4	ge	ge	PROPN
ajst-19159	144	5	bin	bin	PROPN
ajst-19159	144	6	,	,	PUNCT
ajst-19159	144	7	luo	luo	PROPN
ajst-19159	144	8	yang	yang	PROPN
ajst-19159	144	9	,	,	PUNCT
ajst-19159	144	10	li	li	PROPN
ajst-19159	144	11	jiawei	jiawei	PROPN
ajst-19159	144	12	,	,	PUNCT
ajst-19159	144	13	et	et	PROPN
ajst-19159	144	14	al	al	PROPN
ajst-19159	144	15	.	.	PUNCT
ajst-19159	145	1	real	real	ADJ
ajst-19159	145	2	time	time	NOUN
ajst-19159	145	3	state	state	NOUN
ajst-19159	145	4	estimation	estimation	NOUN
ajst-19159	145	5	of	of	ADP
ajst-19159	145	6	energy	energy	NOUN
ajst-19159	145	7	storage	storage	NOUN
ajst-19159	145	8	lithium	lithium	NOUN
ajst-19159	145	9	batteries	battery	NOUN
ajst-19159	145	10	in	in	ADP
ajst-19159	145	11	wind	wind	NOUN
ajst-19159	145	12	solar	solar	ADJ
ajst-19159	145	13	complementary	complementary	ADJ
ajst-19159	145	14	electric	electric	ADJ
ajst-19159	145	15	vehicle	vehicle	NOUN
ajst-19159	145	16	charging	charge	VERB
ajst-19159	145	17	stations	station	NOUN
ajst-19159	145	18	[	[	X
ajst-19159	145	19	j	j	X
ajst-19159	145	20	]	]	X
ajst-19159	145	21	.	.	PUNCT
ajst-19159	146	1	journal	journal	PROPN
ajst-19159	146	2	of	of	ADP
ajst-19159	146	3	xi'an	xi'an	PROPN
ajst-19159	146	4	jiaotong	jiaotong	PROPN
ajst-19159	146	5	university	university	PROPN
ajst-19159	146	6	,	,	PUNCT
ajst-19159	146	7	2023	2023	NUM
ajst-19159	146	8	,	,	PUNCT
ajst-19159	146	9	57	57	NUM
ajst-19159	146	10	(	(	PUNCT
ajst-19159	146	11	1	1	NUM
ajst-19159	146	12	):	):	PUNCT
ajst-19159	146	13	55	55	NUM
ajst-19159	146	14	-	-	SYM
ajst-19159	146	15	65	65	NUM
ajst-19159	146	16	.	.	PUNCT