id	sid	tid	token	lemma	pos
cet-14975	1	1	doi	doi	NOUN
cet-14975	1	2	:	:	PUNCT
cet-14975	1	3	10.3303	10.3303	NUM
cet-14975	1	4	/	/	SYM
cet-14975	1	5	cet24114070	cet24114070	NOUN
cet-14975	1	6	paper	paper	NOUN
cet-14975	1	7	received	receive	VERB
cet-14975	1	8	:	:	PUNCT
cet-14975	1	9	1	1	NUM
cet-14975	1	10	june	june	PROPN
cet-14975	1	11	2024	2024	NUM
cet-14975	1	12	;	;	PUNCT
cet-14975	1	13	revised	revise	VERB
cet-14975	1	14	:	:	PUNCT
cet-14975	1	15	30	30	NUM
cet-14975	1	16	august	august	PROPN
cet-14975	1	17	2024	2024	NUM
cet-14975	1	18	;	;	PUNCT
cet-14975	1	19	accepted	accept	VERB
cet-14975	1	20	:	:	PUNCT
cet-14975	1	21	23	23	NUM
cet-14975	1	22	november	november	NOUN
cet-14975	1	23	2024	2024	NUM
cet-14975	1	24	please	please	INTJ
cet-14975	1	25	cite	cite	VERB
cet-14975	1	26	this	this	DET
cet-14975	1	27	article	article	NOUN
cet-14975	1	28	as	as	ADP
cet-14975	1	29	:	:	PUNCT
cet-14975	1	30	xiao	xiao	PROPN
cet-14975	1	31	z.	z.	PROPN
cet-14975	1	32	,	,	PUNCT
cet-14975	1	33	ji	ji	PROPN
cet-14975	1	34	c.	c.	PROPN
cet-14975	1	35	,	,	PUNCT
cet-14975	1	36	ma	ma	PROPN
cet-14975	1	37	f.	f.	PROPN
cet-14975	1	38	,	,	PUNCT
cet-14975	1	39	wang	wang	PROPN
cet-14975	1	40	j.	j.	PROPN
cet-14975	1	41	,	,	PUNCT
cet-14975	1	42	sun	sun	PROPN
cet-14975	1	43	w.	w.	PROPN
cet-14975	1	44	,	,	PUNCT
cet-14975	1	45	zhai	zhai	PROPN
cet-14975	1	46	c.	c.	PROPN
cet-14975	1	47	,	,	PUNCT
cet-14975	1	48	2024	2024	NUM
cet-14975	1	49	,	,	PUNCT
cet-14975	1	50	a	a	DET
cet-14975	1	51	mechanism	mechanism	NOUN
cet-14975	1	52	-	-	PUNCT
cet-14975	1	53	aid	aid	NOUN
cet-14975	1	54	deep	deep	ADJ
cet-14975	1	55	learning	learning	NOUN
cet-14975	1	56	method	method	NOUN
cet-14975	1	57	for	for	ADP
cet-14975	1	58	li	li	NOUN
cet-14975	1	59	-	-	PUNCT
cet-14975	1	60	ion	ion	NOUN
cet-14975	1	61	battery	battery	NOUN
cet-14975	1	62	state	state	NOUN
cet-14975	1	63	-	-	PUNCT
cet-14975	1	64	of	of	ADP
cet-14975	1	65	-	-	PUNCT
cet-14975	1	66	charge	charge	NOUN
cet-14975	1	67	estimation	estimation	NOUN
cet-14975	1	68	,	,	PUNCT
cet-14975	1	69	chemical	chemical	NOUN
cet-14975	1	70	engineering	engineering	NOUN
cet-14975	1	71	transactions	transaction	NOUN
cet-14975	1	72	,	,	PUNCT
cet-14975	1	73	114	114	NUM
cet-14975	1	74	,	,	PUNCT
cet-14975	1	75	415	415	NUM
cet-14975	1	76	-	-	SYM
cet-14975	1	77	420	420	NUM
cet-14975	1	78	doi:10.3303	doi:10.3303	NOUN
cet-14975	1	79	/	/	SYM
cet-14975	1	80	cet24114070	cet24114070	NOUN
cet-14975	1	81	chemical	chemical	PROPN
cet-14975	1	82	engineering	engineering	NOUN
cet-14975	1	83	transactions	transaction	NOUN
cet-14975	1	84	vol	vol	NOUN
cet-14975	1	85	.	.	PROPN
cet-14975	1	86	114	114	NUM
cet-14975	1	87	,	,	PUNCT
cet-14975	1	88	2024	2024	NUM
cet-14975	1	89	a	a	DET
cet-14975	1	90	publication	publication	NOUN
cet-14975	1	91	of	of	ADP
cet-14975	1	92	the	the	DET
cet-14975	1	93	italian	italian	ADJ
cet-14975	1	94	association	association	NOUN
cet-14975	1	95	of	of	ADP
cet-14975	1	96	chemical	chemical	PROPN
cet-14975	1	97	engineering	engineering	NOUN
cet-14975	1	98	online	online	ADV
cet-14975	1	99	at	at	ADP
cet-14975	1	100	www.cetjournal.it	www.cetjournal.it	PROPN
cet-14975	1	101	guest	guest	NOUN
cet-14975	1	102	editors	editor	NOUN
cet-14975	1	103	:	:	PUNCT
cet-14975	1	104	petar	petar	PROPN
cet-14975	1	105	s.	s.	PROPN
cet-14975	1	106	varbanov	varbanov	PROPN
cet-14975	1	107	,	,	PUNCT
cet-14975	1	108	min	min	PROPN
cet-14975	1	109	zeng	zeng	PROPN
cet-14975	1	110	,	,	PUNCT
cet-14975	1	111	yee	yee	PROPN
cet-14975	1	112	van	van	PROPN
cet-14975	1	113	fan	fan	PROPN
cet-14975	1	114	,	,	PUNCT
cet-14975	1	115	xuechao	xuechao	PROPN
cet-14975	1	116	wang	wang	PROPN
cet-14975	1	117	copyright	copyright	PROPN
cet-14975	1	118	©	©	PROPN
cet-14975	1	119	2024	2024	NUM
cet-14975	1	120	,	,	PUNCT
cet-14975	1	121	aidic	aidic	ADJ
cet-14975	1	122	servizi	servizi	PROPN
cet-14975	1	123	s.r.l	s.r.l	NOUN
cet-14975	1	124	.	.	PUNCT
cet-14975	2	1	isbn	isbn	PROPN
cet-14975	2	2	979	979	NUM
cet-14975	2	3	-	-	SYM
cet-14975	2	4	12	12	NUM
cet-14975	2	5	-	-	PUNCT
cet-14975	2	6	81206	81206	NUM
cet-14975	2	7	-	-	SYM
cet-14975	2	8	12	12	NUM
cet-14975	2	9	-	-	SYM
cet-14975	2	10	0	0	NUM
cet-14975	2	11	;	;	PUNCT
cet-14975	2	12	issn	issn	PROPN
cet-14975	2	13	2283	2283	NUM
cet-14975	2	14	-	-	SYM
cet-14975	2	15	9216	9216	NUM
cet-14975	2	16	a	a	DET
cet-14975	2	17	mechanism	mechanism	NOUN
cet-14975	2	18	-	-	PUNCT
cet-14975	2	19	aid	aid	NOUN
cet-14975	2	20	deep	deep	ADJ
cet-14975	2	21	learning	learning	NOUN
cet-14975	2	22	method	method	NOUN
cet-14975	2	23	for	for	ADP
cet-14975	2	24	li	li	NOUN
cet-14975	2	25	-	-	PUNCT
cet-14975	2	26	ion	ion	NOUN
cet-14975	2	27	battery	battery	NOUN
cet-14975	2	28	state	state	NOUN
cet-14975	2	29	-	-	PUNCT
cet-14975	2	30	of	of	ADP
cet-14975	2	31	-	-	PUNCT
cet-14975	2	32	charge	charge	NOUN
cet-14975	2	33	estimation	estimation	NOUN
cet-14975	2	34	zhanghua	zhanghua	PROPN
cet-14975	2	35	xiaoa	xiaoa	PROPN
cet-14975	2	36	,	,	PUNCT
cet-14975	2	37	cheng	cheng	PROPN
cet-14975	2	38	jia	jia	PROPN
cet-14975	2	39	,	,	PUNCT
cet-14975	2	40	fangyuan	fangyuan	PROPN
cet-14975	2	41	maa	maa	PROPN
cet-14975	2	42	,	,	PUNCT
cet-14975	2	43	jingde	jingde	PROPN
cet-14975	2	44	wanga	wanga	PROPN
cet-14975	2	45	,	,	PUNCT
cet-14975	2	46	wei	wei	PROPN
cet-14975	2	47	suna	suna	PROPN
cet-14975	2	48	,	,	PUNCT
cet-14975	2	49	*	*	PROPN
cet-14975	2	50	,	,	PUNCT
cet-14975	2	51	chi	chi	PROPN
cet-14975	2	52	zhaib	zhaib	NOUN
cet-14975	2	53	acollege	acollege	PROPN
cet-14975	2	54	of	of	ADP
cet-14975	2	55	chemical	chemical	ADJ
cet-14975	2	56	engineering	engineering	NOUN
cet-14975	2	57	,	,	PUNCT
cet-14975	2	58	beijing	beijing	PROPN
cet-14975	2	59	university	university	PROPN
cet-14975	2	60	of	of	ADP
cet-14975	2	61	chemical	chemical	PROPN
cet-14975	2	62	technology	technology	NOUN
cet-14975	2	63	,	,	PUNCT
cet-14975	2	64	north	north	NOUN
cet-14975	2	65	third	third	ADJ
cet-14975	2	66	ring	ring	NOUN
cet-14975	2	67	road	road	NOUN
cet-14975	2	68	15	15	NUM
cet-14975	2	69	,	,	PUNCT
cet-14975	2	70	chaoyang	chaoyang	PROPN
cet-14975	2	71	district	district	PROPN
cet-14975	2	72	,	,	PUNCT
cet-14975	2	73	100029	100029	NUM
cet-14975	2	74	,	,	PUNCT
cet-14975	2	75	beijing	beijing	PROPN
cet-14975	2	76	,	,	PUNCT
cet-14975	2	77	china	china	PROPN
cet-14975	2	78	bfaculty	bfaculty	PROPN
cet-14975	2	79	of	of	ADP
cet-14975	2	80	chemical	chemical	PROPN
cet-14975	2	81	engineering	engineering	PROPN
cet-14975	2	82	,	,	PUNCT
cet-14975	2	83	kunming	kunming	PROPN
cet-14975	2	84	university	university	PROPN
cet-14975	2	85	of	of	ADP
cet-14975	2	86	science	science	NOUN
cet-14975	2	87	and	and	CCONJ
cet-14975	2	88	technology	technology	NOUN
cet-14975	2	89	,	,	PUNCT
cet-14975	2	90	650500	650500	NUM
cet-14975	2	91	kunming	kunming	NOUN
cet-14975	2	92	,	,	PUNCT
cet-14975	2	93	china	china	PROPN
cet-14975	2	94	sunwei@mail.buct.edu.cn	sunwei@mail.buct.edu.cn	VERB
cet-14975	2	95	an	an	DET
cet-14975	2	96	accurate	accurate	ADJ
cet-14975	2	97	estimation	estimation	NOUN
cet-14975	2	98	on	on	ADP
cet-14975	2	99	the	the	DET
cet-14975	2	100	battery	battery	NOUN
cet-14975	2	101	state	state	NOUN
cet-14975	2	102	of	of	ADP
cet-14975	2	103	charge	charge	NOUN
cet-14975	2	104	(	(	PUNCT
cet-14975	2	105	soc	soc	NOUN
cet-14975	2	106	)	)	PUNCT
cet-14975	2	107	could	could	AUX
cet-14975	2	108	serve	serve	VERB
cet-14975	2	109	as	as	ADP
cet-14975	2	110	a	a	DET
cet-14975	2	111	foundation	foundation	NOUN
cet-14975	2	112	for	for	ADP
cet-14975	2	113	the	the	DET
cet-14975	2	114	secure	secure	ADJ
cet-14975	2	115	and	and	CCONJ
cet-14975	2	116	stable	stable	ADJ
cet-14975	2	117	operation	operation	NOUN
cet-14975	2	118	of	of	ADP
cet-14975	2	119	battery	battery	NOUN
cet-14975	2	120	management	management	NOUN
cet-14975	2	121	systems	system	NOUN
cet-14975	2	122	.	.	PUNCT
cet-14975	3	1	the	the	DET
cet-14975	3	2	rapid	rapid	ADJ
cet-14975	3	3	development	development	NOUN
cet-14975	3	4	of	of	ADP
cet-14975	3	5	data	datum	NOUN
cet-14975	3	6	science	science	NOUN
cet-14975	3	7	and	and	CCONJ
cet-14975	3	8	artificial	artificial	ADJ
cet-14975	3	9	intelligence	intelligence	NOUN
cet-14975	3	10	provides	provide	VERB
cet-14975	3	11	a	a	DET
cet-14975	3	12	new	new	ADJ
cet-14975	3	13	solution	solution	NOUN
cet-14975	3	14	for	for	ADP
cet-14975	3	15	battery	battery	NOUN
cet-14975	3	16	soc	soc	NOUN
cet-14975	3	17	estimation	estimation	NOUN
cet-14975	3	18	.	.	PUNCT
cet-14975	4	1	however	however	ADV
cet-14975	4	2	,	,	PUNCT
cet-14975	4	3	existing	exist	VERB
cet-14975	4	4	methods	method	NOUN
cet-14975	4	5	that	that	PRON
cet-14975	4	6	directly	directly	ADV
cet-14975	4	7	utilize	utilize	VERB
cet-14975	4	8	measured	measure	VERB
cet-14975	4	9	data	datum	NOUN
cet-14975	4	10	to	to	PART
cet-14975	4	11	establish	establish	VERB
cet-14975	4	12	the	the	DET
cet-14975	4	13	soc	soc	NOUN
cet-14975	4	14	estimation	estimation	NOUN
cet-14975	4	15	will	will	AUX
cet-14975	4	16	suffer	suffer	VERB
cet-14975	4	17	from	from	ADP
cet-14975	4	18	low	low	ADJ
cet-14975	4	19	prediction	prediction	NOUN
cet-14975	4	20	accuracy	accuracy	NOUN
cet-14975	4	21	due	due	ADP
cet-14975	4	22	to	to	ADP
cet-14975	4	23	the	the	DET
cet-14975	4	24	insufficient	insufficient	ADJ
cet-14975	4	25	incorporation	incorporation	NOUN
cet-14975	4	26	of	of	ADP
cet-14975	4	27	mechanism	mechanism	NOUN
cet-14975	4	28	information	information	NOUN
cet-14975	4	29	.	.	PUNCT
cet-14975	5	1	the	the	DET
cet-14975	5	2	equivalent	equivalent	ADJ
cet-14975	5	3	circuit	circuit	NOUN
cet-14975	5	4	model	model	NOUN
cet-14975	5	5	is	be	AUX
cet-14975	5	6	a	a	DET
cet-14975	5	7	reliable	reliable	ADJ
cet-14975	5	8	battery	battery	NOUN
cet-14975	5	9	mechanism	mechanism	NOUN
cet-14975	5	10	model	model	NOUN
cet-14975	5	11	that	that	PRON
cet-14975	5	12	could	could	AUX
cet-14975	5	13	be	be	AUX
cet-14975	5	14	adopted	adopt	VERB
cet-14975	5	15	to	to	PART
cet-14975	5	16	calculate	calculate	VERB
cet-14975	5	17	the	the	DET
cet-14975	5	18	open	open	ADJ
cet-14975	5	19	-	-	PUNCT
cet-14975	5	20	circuit	circuit	NOUN
cet-14975	5	21	voltage	voltage	NOUN
cet-14975	5	22	,	,	PUNCT
cet-14975	5	23	which	which	PRON
cet-14975	5	24	has	have	AUX
cet-14975	5	25	been	be	AUX
cet-14975	5	26	proved	prove	VERB
cet-14975	5	27	to	to	PART
cet-14975	5	28	be	be	AUX
cet-14975	5	29	directly	directly	ADV
cet-14975	5	30	correlated	correlate	VERB
cet-14975	5	31	with	with	ADP
cet-14975	5	32	the	the	DET
cet-14975	5	33	battery	battery	NOUN
cet-14975	5	34	soc	soc	NOUN
cet-14975	5	35	.	.	PUNCT
cet-14975	6	1	the	the	DET
cet-14975	6	2	open	open	ADJ
cet-14975	6	3	-	-	PUNCT
cet-14975	6	4	circuit	circuit	NOUN
cet-14975	6	5	voltage	voltage	NOUN
cet-14975	6	6	has	have	AUX
cet-14975	6	7	rarely	rarely	ADV
cet-14975	6	8	been	be	AUX
cet-14975	6	9	applied	apply	VERB
cet-14975	6	10	to	to	ADP
cet-14975	6	11	the	the	DET
cet-14975	6	12	soc	soc	NOUN
cet-14975	6	13	estimation	estimation	NOUN
cet-14975	6	14	because	because	SCONJ
cet-14975	6	15	it	it	PRON
cet-14975	6	16	is	be	AUX
cet-14975	6	17	hard	hard	ADJ
cet-14975	6	18	to	to	PART
cet-14975	6	19	be	be	AUX
cet-14975	6	20	measured	measure	VERB
cet-14975	6	21	online	online	ADV
cet-14975	6	22	.	.	PUNCT
cet-14975	7	1	therefore	therefore	ADV
cet-14975	7	2	,	,	PUNCT
cet-14975	7	3	the	the	DET
cet-14975	7	4	physical	physical	ADJ
cet-14975	7	5	information	information	NOUN
cet-14975	7	6	provided	provide	VERB
cet-14975	7	7	by	by	ADP
cet-14975	7	8	the	the	DET
cet-14975	7	9	equivalent	equivalent	ADJ
cet-14975	7	10	circuit	circuit	NOUN
cet-14975	7	11	model	model	NOUN
cet-14975	7	12	can	can	AUX
cet-14975	7	13	be	be	AUX
cet-14975	7	14	combined	combine	VERB
cet-14975	7	15	with	with	ADP
cet-14975	7	16	data	data	NOUN
cet-14975	7	17	-	-	PUNCT
cet-14975	7	18	driven	drive	VERB
cet-14975	7	19	prediction	prediction	NOUN
cet-14975	7	20	model	model	NOUN
cet-14975	7	21	to	to	PART
cet-14975	7	22	obtain	obtain	VERB
cet-14975	7	23	the	the	DET
cet-14975	7	24	real	real	ADJ
cet-14975	7	25	-	-	PUNCT
cet-14975	7	26	time	time	NOUN
cet-14975	7	27	approximation	approximation	NOUN
cet-14975	7	28	of	of	ADP
cet-14975	7	29	the	the	DET
cet-14975	7	30	open	open	ADJ
cet-14975	7	31	-	-	PUNCT
cet-14975	7	32	circuit	circuit	NOUN
cet-14975	7	33	voltage	voltage	NOUN
cet-14975	7	34	,	,	PUNCT
cet-14975	7	35	with	with	ADP
cet-14975	7	36	which	which	PRON
cet-14975	7	37	more	more	ADV
cet-14975	7	38	useful	useful	ADJ
cet-14975	7	39	features	feature	NOUN
cet-14975	7	40	can	can	AUX
cet-14975	7	41	be	be	AUX
cet-14975	7	42	extracted	extract	VERB
cet-14975	7	43	to	to	PART
cet-14975	7	44	improve	improve	VERB
cet-14975	7	45	prediction	prediction	NOUN
cet-14975	7	46	accuracy	accuracy	NOUN
cet-14975	7	47	.	.	PUNCT
cet-14975	8	1	for	for	ADP
cet-14975	8	2	this	this	DET
cet-14975	8	3	purpose	purpose	NOUN
cet-14975	8	4	,	,	PUNCT
cet-14975	8	5	a	a	DET
cet-14975	8	6	mechanism	mechanism	NOUN
cet-14975	8	7	-	-	PUNCT
cet-14975	8	8	aid	aid	NOUN
cet-14975	8	9	deep	deep	ADJ
cet-14975	8	10	learning	learning	NOUN
cet-14975	8	11	method	method	NOUN
cet-14975	8	12	is	be	AUX
cet-14975	8	13	proposed	propose	VERB
cet-14975	8	14	,	,	PUNCT
cet-14975	8	15	in	in	ADP
cet-14975	8	16	which	which	PRON
cet-14975	8	17	the	the	DET
cet-14975	8	18	loss	loss	NOUN
cet-14975	8	19	function	function	NOUN
cet-14975	8	20	of	of	ADP
cet-14975	8	21	the	the	DET
cet-14975	8	22	lstm	lstm	PROPN
cet-14975	8	23	neural	neural	ADJ
cet-14975	8	24	network	network	NOUN
cet-14975	8	25	is	be	AUX
cet-14975	8	26	modified	modify	VERB
cet-14975	8	27	by	by	ADP
cet-14975	8	28	the	the	DET
cet-14975	8	29	equivalent	equivalent	ADJ
cet-14975	8	30	circuit	circuit	NOUN
cet-14975	8	31	model	model	NOUN
cet-14975	8	32	.	.	PUNCT
cet-14975	9	1	and	and	CCONJ
cet-14975	9	2	the	the	DET
cet-14975	9	3	neural	neural	ADJ
cet-14975	9	4	network	network	NOUN
cet-14975	9	5	model	model	NOUN
cet-14975	9	6	could	could	AUX
cet-14975	9	7	converge	converge	VERB
cet-14975	9	8	to	to	ADP
cet-14975	9	9	the	the	DET
cet-14975	9	10	mechanism	mechanism	NOUN
cet-14975	9	11	relationship	relationship	NOUN
cet-14975	9	12	of	of	ADP
cet-14975	9	13	the	the	DET
cet-14975	9	14	open	open	ADJ
cet-14975	9	15	circuit	circuit	NOUN
cet-14975	9	16	voltage	voltage	NOUN
cet-14975	9	17	in	in	ADP
cet-14975	9	18	the	the	DET
cet-14975	9	19	training	training	NOUN
cet-14975	9	20	stage	stage	NOUN
cet-14975	9	21	and	and	CCONJ
cet-14975	9	22	obtain	obtain	VERB
cet-14975	9	23	accurate	accurate	ADJ
cet-14975	9	24	estimation	estimation	NOUN
cet-14975	9	25	on	on	ADP
cet-14975	9	26	the	the	DET
cet-14975	9	27	soc	soc	NOUN
cet-14975	9	28	.	.	PUNCT
cet-14975	10	1	the	the	DET
cet-14975	10	2	proposed	propose	VERB
cet-14975	10	3	method	method	NOUN
cet-14975	10	4	is	be	AUX
cet-14975	10	5	applied	apply	VERB
cet-14975	10	6	to	to	ADP
cet-14975	10	7	the	the	DET
cet-14975	10	8	panasonic	panasonic	PROPN
cet-14975	10	9	battery	battery	NOUN
cet-14975	10	10	dataset	dataset	NOUN
cet-14975	10	11	,	,	PUNCT
cet-14975	10	12	which	which	PRON
cet-14975	10	13	is	be	AUX
cet-14975	10	14	collected	collect	VERB
cet-14975	10	15	by	by	ADP
cet-14975	10	16	conducting	conduct	VERB
cet-14975	10	17	the	the	DET
cet-14975	10	18	tests	test	NOUN
cet-14975	10	19	at	at	ADP
cet-14975	10	20	various	various	ADJ
cet-14975	10	21	real	real	ADJ
cet-14975	10	22	-	-	PUNCT
cet-14975	10	23	world	world	NOUN
cet-14975	10	24	driving	driving	NOUN
cet-14975	10	25	profiles	profile	NOUN
cet-14975	10	26	.	.	PUNCT
cet-14975	11	1	compared	compare	VERB
cet-14975	11	2	with	with	ADP
cet-14975	11	3	related	related	ADJ
cet-14975	11	4	methods	method	NOUN
cet-14975	11	5	that	that	PRON
cet-14975	11	6	only	only	ADV
cet-14975	11	7	consider	consider	VERB
cet-14975	11	8	voltage	voltage	NOUN
cet-14975	11	9	,	,	PUNCT
cet-14975	11	10	current	current	ADJ
cet-14975	11	11	and	and	CCONJ
cet-14975	11	12	temperature	temperature	NOUN
cet-14975	11	13	,	,	PUNCT
cet-14975	11	14	the	the	DET
cet-14975	11	15	root	root	NOUN
cet-14975	11	16	mean	mean	VERB
cet-14975	11	17	square	square	ADJ
cet-14975	11	18	error	error	NOUN
cet-14975	11	19	and	and	CCONJ
cet-14975	11	20	mean	mean	VERB
cet-14975	11	21	absolute	absolute	ADJ
cet-14975	11	22	error	error	NOUN
cet-14975	11	23	of	of	ADP
cet-14975	11	24	the	the	DET
cet-14975	11	25	soc	soc	NOUN
cet-14975	11	26	estimation	estimation	NOUN
cet-14975	11	27	decreases	decrease	VERB
cet-14975	11	28	72.49	72.49	NUM
cet-14975	11	29	%	%	NOUN
cet-14975	11	30	and	and	CCONJ
cet-14975	11	31	72.23	72.23	NUM
cet-14975	11	32	%	%	NOUN
cet-14975	11	33	,	,	PUNCT
cet-14975	11	34	respectively	respectively	ADV
cet-14975	11	35	.	.	PUNCT
cet-14975	12	1	then	then	ADV
cet-14975	12	2	the	the	DET
cet-14975	12	3	effectiveness	effectiveness	NOUN
cet-14975	12	4	of	of	ADP
cet-14975	12	5	the	the	DET
cet-14975	12	6	proposed	propose	VERB
cet-14975	12	7	method	method	NOUN
cet-14975	12	8	is	be	AUX
cet-14975	12	9	further	far	ADV
cet-14975	12	10	verified	verify	VERB
cet-14975	12	11	under	under	ADP
cet-14975	12	12	different	different	ADJ
cet-14975	12	13	test	test	NOUN
cet-14975	12	14	conditions	condition	NOUN
cet-14975	12	15	,	,	PUNCT
cet-14975	12	16	demonstrating	demonstrate	VERB
cet-14975	12	17	the	the	DET
cet-14975	12	18	significance	significance	NOUN
cet-14975	12	19	to	to	PART
cet-14975	12	20	introduce	introduce	VERB
cet-14975	12	21	mechanism	mechanism	NOUN
cet-14975	12	22	information	information	NOUN
cet-14975	12	23	in	in	ADP
cet-14975	12	24	battery	battery	NOUN
cet-14975	12	25	soc	soc	NOUN
cet-14975	12	26	estimation	estimation	NOUN
cet-14975	12	27	.	.	PUNCT
cet-14975	13	1	1	1	X
cet-14975	13	2	.	.	X
cet-14975	13	3	introduction	introduction	NOUN
cet-14975	13	4	with	with	ADP
cet-14975	13	5	the	the	DET
cet-14975	13	6	continuous	continuous	ADJ
cet-14975	13	7	development	development	NOUN
cet-14975	13	8	of	of	ADP
cet-14975	13	9	policy	policy	NOUN
cet-14975	13	10	support	support	NOUN
cet-14975	13	11	on	on	ADP
cet-14975	13	12	new	new	ADJ
cet-14975	13	13	energy	energy	NOUN
cet-14975	13	14	technology	technology	NOUN
cet-14975	13	15	,	,	PUNCT
cet-14975	13	16	its	its	PRON
cet-14975	13	17	application	application	NOUN
cet-14975	13	18	scenarios	scenario	NOUN
cet-14975	13	19	have	have	AUX
cet-14975	13	20	been	be	AUX
cet-14975	13	21	increasingly	increasingly	ADV
cet-14975	13	22	expanded	expand	VERB
cet-14975	13	23	.	.	PUNCT
cet-14975	14	1	under	under	ADP
cet-14975	14	2	this	this	DET
cet-14975	14	3	circumstance	circumstance	NOUN
cet-14975	14	4	,	,	PUNCT
cet-14975	14	5	lithium	lithium	NOUN
cet-14975	14	6	-	-	PUNCT
cet-14975	14	7	ion	ion	NOUN
cet-14975	14	8	batteries	battery	NOUN
cet-14975	14	9	are	be	AUX
cet-14975	14	10	widely	widely	ADV
cet-14975	14	11	used	use	VERB
cet-14975	14	12	in	in	ADP
cet-14975	14	13	the	the	DET
cet-14975	14	14	electric	electric	ADJ
cet-14975	14	15	vehicle	vehicle	NOUN
cet-14975	14	16	(	(	PUNCT
cet-14975	14	17	pattaraprakorn	pattaraprakorn	NOUN
cet-14975	14	18	et	et	PROPN
cet-14975	14	19	al	al	PROPN
cet-14975	14	20	,	,	PUNCT
cet-14975	14	21	2023	2023	NUM
cet-14975	14	22	)	)	PUNCT
cet-14975	14	23	industry	industry	NOUN
cet-14975	14	24	due	due	ADP
cet-14975	14	25	to	to	ADP
cet-14975	14	26	their	their	PRON
cet-14975	14	27	long	long	ADJ
cet-14975	14	28	cycle	cycle	NOUN
cet-14975	14	29	life	life	NOUN
cet-14975	14	30	,	,	PUNCT
cet-14975	14	31	high	high	ADJ
cet-14975	14	32	energy	energy	NOUN
cet-14975	14	33	density	density	NOUN
cet-14975	14	34	,	,	PUNCT
cet-14975	14	35	and	and	CCONJ
cet-14975	14	36	stable	stable	ADJ
cet-14975	14	37	performance	performance	NOUN
cet-14975	14	38	,	,	PUNCT
cet-14975	14	39	etc	etc	X
cet-14975	14	40	(	(	PUNCT
cet-14975	14	41	fang	fang	X
cet-14975	14	42	et	et	PROPN
cet-14975	14	43	al	al	PROPN
cet-14975	14	44	,	,	PUNCT
cet-14975	14	45	2019	2019	NUM
cet-14975	14	46	)	)	PUNCT
cet-14975	14	47	.	.	PUNCT
cet-14975	15	1	battery	battery	NOUN
cet-14975	15	2	management	management	NOUN
cet-14975	15	3	system	system	NOUN
cet-14975	15	4	(	(	PUNCT
cet-14975	15	5	bms	bms	NOUN
cet-14975	15	6	)	)	PUNCT
cet-14975	15	7	can	can	AUX
cet-14975	15	8	help	help	VERB
cet-14975	15	9	guarantee	guarantee	VERB
cet-14975	15	10	the	the	DET
cet-14975	15	11	safe	safe	ADJ
cet-14975	15	12	and	and	CCONJ
cet-14975	15	13	efficient	efficient	ADJ
cet-14975	15	14	use	use	NOUN
cet-14975	15	15	of	of	ADP
cet-14975	15	16	batteries	battery	NOUN
cet-14975	15	17	in	in	ADP
cet-14975	15	18	electric	electric	ADJ
cet-14975	15	19	vehicles	vehicle	NOUN
cet-14975	15	20	.	.	PUNCT
cet-14975	16	1	among	among	ADP
cet-14975	16	2	them	they	PRON
cet-14975	16	3	,	,	PUNCT
cet-14975	16	4	stage	stage	NOUN
cet-14975	16	5	of	of	ADP
cet-14975	16	6	charge	charge	NOUN
cet-14975	16	7	(	(	PUNCT
cet-14975	16	8	soc	soc	NOUN
cet-14975	16	9	)	)	PUNCT
cet-14975	16	10	is	be	AUX
cet-14975	16	11	a	a	DET
cet-14975	16	12	very	very	ADV
cet-14975	16	13	important	important	ADJ
cet-14975	16	14	state	state	NOUN
cet-14975	16	15	indicator	indicator	NOUN
cet-14975	16	16	,	,	PUNCT
cet-14975	16	17	which	which	PRON
cet-14975	16	18	provides	provide	VERB
cet-14975	16	19	the	the	DET
cet-14975	16	20	basis	basis	NOUN
cet-14975	16	21	for	for	ADP
cet-14975	16	22	monitoring	monitor	VERB
cet-14975	16	23	and	and	CCONJ
cet-14975	16	24	controlling	control	VERB
cet-14975	16	25	other	other	ADJ
cet-14975	16	26	indicators	indicator	NOUN
cet-14975	16	27	of	of	ADP
cet-14975	16	28	bms	bms	PROPN
cet-14975	16	29	.	.	PUNCT
cet-14975	17	1	however	however	ADV
cet-14975	17	2	,	,	PUNCT
cet-14975	17	3	there	there	PRON
cet-14975	17	4	is	be	VERB
cet-14975	17	5	a	a	DET
cet-14975	17	6	lack	lack	NOUN
cet-14975	17	7	of	of	ADP
cet-14975	17	8	direct	direct	ADJ
cet-14975	17	9	measurement	measurement	NOUN
cet-14975	17	10	of	of	ADP
cet-14975	17	11	soc	soc	NOUN
cet-14975	17	12	to	to	PART
cet-14975	17	13	provide	provide	VERB
cet-14975	17	14	an	an	DET
cet-14975	17	15	accurate	accurate	ADJ
cet-14975	17	16	and	and	CCONJ
cet-14975	17	17	real	real	ADJ
cet-14975	17	18	-	-	PUNCT
cet-14975	17	19	time	time	NOUN
cet-14975	17	20	estimation	estimation	NOUN
cet-14975	17	21	.	.	PUNCT
cet-14975	18	1	recent	recent	ADJ
cet-14975	18	2	research	research	NOUN
cet-14975	18	3	on	on	ADP
cet-14975	18	4	methods	method	NOUN
cet-14975	18	5	for	for	ADP
cet-14975	18	6	soc	soc	NOUN
cet-14975	18	7	estimation	estimation	NOUN
cet-14975	18	8	includes	include	VERB
cet-14975	18	9	four	four	NUM
cet-14975	18	10	main	main	ADJ
cet-14975	18	11	categories	category	NOUN
cet-14975	18	12	(	(	PUNCT
cet-14975	18	13	peng	peng	PROPN
cet-14975	18	14	et	et	PROPN
cet-14975	18	15	al	al	PROPN
cet-14975	18	16	,	,	PUNCT
cet-14975	18	17	2024	2024	NUM
cet-14975	18	18	)	)	PUNCT
cet-14975	18	19	,	,	PUNCT
cet-14975	18	20	open	open	ADJ
cet-14975	18	21	-	-	PUNCT
cet-14975	18	22	circuit	circuit	NOUN
cet-14975	18	23	voltage	voltage	NOUN
cet-14975	18	24	method	method	NOUN
cet-14975	18	25	,	,	PUNCT
cet-14975	18	26	ampere	ampere	NOUN
cet-14975	18	27	-	-	PUNCT
cet-14975	18	28	time	time	NOUN
cet-14975	18	29	integration	integration	NOUN
cet-14975	18	30	method（ahi	method（ahi	NOUN
cet-14975	18	31	）	）	PROPN
cet-14975	18	32	,	,	PUNCT
cet-14975	18	33	mechanism	mechanism	NOUN
cet-14975	18	34	-	-	PUNCT
cet-14975	18	35	based	base	VERB
cet-14975	18	36	modeling	modeling	NOUN
cet-14975	18	37	method	method	NOUN
cet-14975	18	38	,	,	PUNCT
cet-14975	18	39	and	and	CCONJ
cet-14975	18	40	data	datum	NOUN
cet-14975	18	41	-	-	PUNCT
cet-14975	18	42	driven	drive	VERB
cet-14975	18	43	based	base	VERB
cet-14975	18	44	method	method	NOUN
cet-14975	18	45	.	.	PUNCT
cet-14975	19	1	the	the	DET
cet-14975	19	2	open	open	ADJ
cet-14975	19	3	-	-	PUNCT
cet-14975	19	4	circuit	circuit	NOUN
cet-14975	19	5	voltage	voltage	NOUN
cet-14975	19	6	method	method	NOUN
cet-14975	19	7	establishes	establish	VERB
cet-14975	19	8	a	a	DET
cet-14975	19	9	look	look	VERB
cet-14975	19	10	-	-	PUNCT
cet-14975	19	11	up	up	ADP
cet-14975	19	12	table	table	NOUN
cet-14975	19	13	relationship	relationship	NOUN
cet-14975	19	14	by	by	ADP
cet-14975	19	15	measuring	measure	VERB
cet-14975	19	16	the	the	DET
cet-14975	19	17	mapping	mapping	NOUN
cet-14975	19	18	between	between	ADP
cet-14975	19	19	the	the	DET
cet-14975	19	20	open	open	ADJ
cet-14975	19	21	-	-	PUNCT
cet-14975	19	22	circuit	circuit	NOUN
cet-14975	19	23	voltage	voltage	NOUN
cet-14975	19	24	and	and	CCONJ
cet-14975	19	25	the	the	DET
cet-14975	19	26	soc	soc	NOUN
cet-14975	19	27	of	of	ADP
cet-14975	19	28	the	the	DET
cet-14975	19	29	battery	battery	NOUN
cet-14975	19	30	.	.	PUNCT
cet-14975	20	1	this	this	DET
cet-14975	20	2	method	method	NOUN
cet-14975	20	3	requires	require	VERB
cet-14975	20	4	precise	precise	ADJ
cet-14975	20	5	experimental	experimental	ADJ
cet-14975	20	6	measurements	measurement	NOUN
cet-14975	20	7	to	to	PART
cet-14975	20	8	obtain	obtain	VERB
cet-14975	20	9	an	an	DET
cet-14975	20	10	accurate	accurate	ADJ
cet-14975	20	11	mapping	mapping	NOUN
cet-14975	20	12	relationship	relationship	NOUN
cet-14975	20	13	,	,	PUNCT
cet-14975	20	14	and	and	CCONJ
cet-14975	20	15	the	the	DET
cet-14975	20	16	measurement	measurement	NOUN
cet-14975	20	17	needs	need	VERB
cet-14975	20	18	to	to	PART
cet-14975	20	19	keep	keep	VERB
cet-14975	20	20	the	the	DET
cet-14975	20	21	terminal	terminal	ADJ
cet-14975	20	22	voltage	voltage	NOUN
cet-14975	20	23	stable	stable	ADJ
cet-14975	20	24	and	and	CCONJ
cet-14975	20	25	eliminate	eliminate	VERB
cet-14975	20	26	the	the	DET
cet-14975	20	27	overpotential	overpotential	ADJ
cet-14975	20	28	effect	effect	NOUN
cet-14975	20	29	,	,	PUNCT
cet-14975	20	30	which	which	PRON
cet-14975	20	31	causes	cause	VERB
cet-14975	20	32	significant	significant	ADJ
cet-14975	20	33	time	time	NOUN
cet-14975	20	34	consumption	consumption	NOUN
cet-14975	20	35	and	and	CCONJ
cet-14975	20	36	limits	limit	VERB
cet-14975	20	37	its	its	PRON
cet-14975	20	38	practical	practical	ADJ
cet-14975	20	39	applications	application	NOUN
cet-14975	20	40	.	.	PUNCT
cet-14975	21	1	the	the	DET
cet-14975	21	2	ahi	ahi	NOUN
cet-14975	21	3	method	method	NOUN
cet-14975	21	4	utilizes	utilize	VERB
cet-14975	21	5	the	the	DET
cet-14975	21	6	integral	integral	ADJ
cet-14975	21	7	of	of	ADP
cet-14975	21	8	current	current	ADJ
cet-14975	21	9	release	release	NOUN
cet-14975	21	10	to	to	PART
cet-14975	21	11	calculate	calculate	VERB
cet-14975	21	12	the	the	DET
cet-14975	21	13	battery	battery	NOUN
cet-14975	21	14	capacity	capacity	NOUN
cet-14975	21	15	change	change	NOUN
cet-14975	21	16	to	to	PART
cet-14975	21	17	obtain	obtain	VERB
cet-14975	21	18	the	the	DET
cet-14975	21	19	battery	battery	NOUN
cet-14975	21	20	soc	soc	NOUN
cet-14975	21	21	,	,	PUNCT
cet-14975	21	22	which	which	PRON
cet-14975	21	23	is	be	AUX
cet-14975	21	24	characterized	characterize	VERB
cet-14975	21	25	by	by	ADP
cet-14975	21	26	easy	easy	ADJ
cet-14975	21	27	calculation	calculation	NOUN
cet-14975	21	28	and	and	CCONJ
cet-14975	21	29	high	high	ADJ
cet-14975	21	30	efficiency	efficiency	NOUN
cet-14975	21	31	,	,	PUNCT
cet-14975	21	32	but	but	CCONJ
cet-14975	21	33	its	its	PRON
cet-14975	21	34	performance	performance	NOUN
cet-14975	21	35	as	as	ADP
cet-14975	21	36	an	an	DET
cet-14975	21	37	open	open	ADJ
cet-14975	21	38	-	-	PUNCT
cet-14975	21	39	loop	loop	NOUN
cet-14975	21	40	method	method	NOUN
cet-14975	21	41	is	be	AUX
cet-14975	21	42	affected	affect	VERB
cet-14975	21	43	by	by	ADP
cet-14975	21	44	the	the	DET
cet-14975	21	45	sampling	sampling	NOUN
cet-14975	21	46	noise	noise	NOUN
cet-14975	21	47	,	,	PUNCT
cet-14975	21	48	i.e.	i.e.	X
cet-14975	21	49	,	,	PUNCT
cet-14975	21	50	there	there	PRON
cet-14975	21	51	are	be	VERB
cet-14975	21	52	the	the	DET
cet-14975	21	53	problems	problem	NOUN
cet-14975	21	54	of	of	ADP
cet-14975	21	55	high	high	ADJ
cet-14975	21	56	415	415	NUM
cet-14975	21	57	initial	initial	ADJ
cet-14975	21	58	estimation	estimation	NOUN
cet-14975	21	59	requirements	requirement	NOUN
cet-14975	21	60	and	and	CCONJ
cet-14975	21	61	increased	increase	VERB
cet-14975	21	62	cumulative	cumulative	ADJ
cet-14975	21	63	errors	error	NOUN
cet-14975	21	64	.	.	PUNCT
cet-14975	22	1	mechanism	mechanism	NOUN
cet-14975	22	2	-	-	PUNCT
cet-14975	22	3	based	base	VERB
cet-14975	22	4	modeling	modeling	NOUN
cet-14975	22	5	approach	approach	NOUN
cet-14975	22	6	is	be	AUX
cet-14975	22	7	to	to	PART
cet-14975	22	8	combine	combine	VERB
cet-14975	22	9	the	the	DET
cet-14975	22	10	battery	battery	NOUN
cet-14975	22	11	model	model	NOUN
cet-14975	22	12	and	and	CCONJ
cet-14975	22	13	nonlinear	nonlinear	ADJ
cet-14975	22	14	state	state	NOUN
cet-14975	22	15	-	-	PUNCT
cet-14975	22	16	space	space	NOUN
cet-14975	22	17	algorithm	algorithm	NOUN
cet-14975	22	18	to	to	PART
cet-14975	22	19	overcome	overcome	VERB
cet-14975	22	20	the	the	DET
cet-14975	22	21	drawbacks	drawback	NOUN
cet-14975	22	22	of	of	ADP
cet-14975	22	23	the	the	DET
cet-14975	22	24	above	above	ADJ
cet-14975	22	25	methods	method	NOUN
cet-14975	22	26	,	,	PUNCT
cet-14975	22	27	which	which	PRON
cet-14975	22	28	can	can	AUX
cet-14975	22	29	be	be	AUX
cet-14975	22	30	specifically	specifically	ADV
cet-14975	22	31	classified	classify	VERB
cet-14975	22	32	into	into	ADP
cet-14975	22	33	equivalent	equivalent	ADJ
cet-14975	22	34	circuit	circuit	NOUN
cet-14975	22	35	model	model	NOUN
cet-14975	22	36	(	(	PUNCT
cet-14975	22	37	ecm	ecm	PROPN
cet-14975	22	38	)	)	PUNCT
cet-14975	22	39	and	and	CCONJ
cet-14975	22	40	electrochemical	electrochemical	ADJ
cet-14975	22	41	model	model	NOUN
cet-14975	22	42	(	(	PUNCT
cet-14975	22	43	em	em	PRON
cet-14975	22	44	)	)	PUNCT
cet-14975	22	45	.	.	PUNCT
cet-14975	23	1	the	the	DET
cet-14975	23	2	ecm	ecm	PROPN
cet-14975	23	3	simulates	simulate	VERB
cet-14975	23	4	the	the	DET
cet-14975	23	5	voltage	voltage	NOUN
cet-14975	23	6	change	change	NOUN
cet-14975	23	7	process	process	NOUN
cet-14975	23	8	by	by	ADP
cet-14975	23	9	equating	equate	VERB
cet-14975	23	10	the	the	DET
cet-14975	23	11	battery	battery	NOUN
cet-14975	23	12	operating	operating	NOUN
cet-14975	23	13	process	process	NOUN
cet-14975	23	14	to	to	ADP
cet-14975	23	15	a	a	DET
cet-14975	23	16	circuit	circuit	NOUN
cet-14975	23	17	consisting	consist	VERB
cet-14975	23	18	of	of	ADP
cet-14975	23	19	a	a	DET
cet-14975	23	20	voltage	voltage	NOUN
cet-14975	23	21	source	source	NOUN
cet-14975	23	22	,	,	PUNCT
cet-14975	23	23	resistor	resistor	NOUN
cet-14975	23	24	,	,	PUNCT
cet-14975	23	25	capacitor	capacitor	NOUN
cet-14975	23	26	,	,	PUNCT
cet-14975	23	27	and	and	CCONJ
cet-14975	23	28	other	other	ADJ
cet-14975	23	29	devices	device	NOUN
cet-14975	23	30	.	.	PUNCT
cet-14975	24	1	this	this	DET
cet-14975	24	2	method	method	NOUN
cet-14975	24	3	is	be	AUX
cet-14975	24	4	relatively	relatively	ADV
cet-14975	24	5	simple	simple	ADJ
cet-14975	24	6	in	in	ADP
cet-14975	24	7	structure	structure	NOUN
cet-14975	24	8	and	and	CCONJ
cet-14975	24	9	efficient	efficient	ADJ
cet-14975	24	10	in	in	ADP
cet-14975	24	11	calculation	calculation	NOUN
cet-14975	24	12	,	,	PUNCT
cet-14975	24	13	but	but	CCONJ
cet-14975	24	14	its	its	PRON
cet-14975	24	15	accuracy	accuracy	NOUN
cet-14975	24	16	is	be	AUX
cet-14975	24	17	limited	limit	VERB
cet-14975	24	18	by	by	ADP
cet-14975	24	19	several	several	ADJ
cet-14975	24	20	factors	factor	NOUN
cet-14975	24	21	,	,	PUNCT
cet-14975	24	22	including	include	VERB
cet-14975	24	23	ambient	ambient	ADJ
cet-14975	24	24	temperature	temperature	NOUN
cet-14975	24	25	.	.	PUNCT
cet-14975	25	1	typical	typical	ADJ
cet-14975	25	2	em	em	PRON
cet-14975	25	3	was	be	AUX
cet-14975	25	4	proposed	propose	VERB
cet-14975	25	5	by	by	ADP
cet-14975	25	6	(	(	PUNCT
cet-14975	25	7	dolye	dolye	PROPN
cet-14975	25	8	et	et	PROPN
cet-14975	25	9	al	al	PROPN
cet-14975	25	10	,	,	PUNCT
cet-14975	25	11	1993	1993	NUM
cet-14975	25	12	)	)	PUNCT
cet-14975	25	13	.	.	PUNCT
cet-14975	26	1	this	this	DET
cet-14975	26	2	method	method	NOUN
cet-14975	26	3	describes	describe	VERB
cet-14975	26	4	the	the	DET
cet-14975	26	5	working	work	VERB
cet-14975	26	6	behavior	behavior	NOUN
cet-14975	26	7	of	of	ADP
cet-14975	26	8	the	the	DET
cet-14975	26	9	battery	battery	NOUN
cet-14975	26	10	by	by	ADP
cet-14975	26	11	establishing	establish	VERB
cet-14975	26	12	the	the	DET
cet-14975	26	13	internal	internal	ADJ
cet-14975	26	14	micro	micro	NOUN
cet-14975	26	15	-	-	NOUN
cet-14975	26	16	processes	process	NOUN
cet-14975	26	17	of	of	ADP
cet-14975	26	18	the	the	DET
cet-14975	26	19	battery	battery	NOUN
cet-14975	26	20	,	,	PUNCT
cet-14975	26	21	and	and	CCONJ
cet-14975	26	22	the	the	DET
cet-14975	26	23	model	model	NOUN
cet-14975	26	24	established	establish	VERB
cet-14975	26	25	by	by	ADP
cet-14975	26	26	this	this	DET
cet-14975	26	27	method	method	NOUN
cet-14975	26	28	contains	contain	VERB
cet-14975	26	29	multiple	multiple	ADJ
cet-14975	26	30	partial	partial	ADJ
cet-14975	26	31	differential	differential	ADJ
cet-14975	26	32	equations	equation	NOUN
cet-14975	26	33	with	with	ADP
cet-14975	26	34	numerous	numerous	ADJ
cet-14975	26	35	corresponding	corresponding	ADJ
cet-14975	26	36	parameters	parameter	NOUN
cet-14975	26	37	,	,	PUNCT
cet-14975	26	38	resulting	result	VERB
cet-14975	26	39	in	in	ADP
cet-14975	26	40	huge	huge	ADJ
cet-14975	26	41	computational	computational	ADJ
cet-14975	26	42	loads	load	NOUN
cet-14975	26	43	that	that	PRON
cet-14975	26	44	can	can	AUX
cet-14975	26	45	not	not	PART
cet-14975	26	46	satisfy	satisfy	VERB
cet-14975	26	47	the	the	DET
cet-14975	26	48	requirement	requirement	NOUN
cet-14975	26	49	of	of	ADP
cet-14975	26	50	online	online	ADJ
cet-14975	26	51	application	application	NOUN
cet-14975	26	52	though	though	SCONJ
cet-14975	26	53	the	the	DET
cet-14975	26	54	relative	relative	ADJ
cet-14975	26	55	accuracy	accuracy	NOUN
cet-14975	26	56	is	be	AUX
cet-14975	26	57	high	high	ADJ
cet-14975	26	58	.	.	PUNCT
cet-14975	27	1	the	the	DET
cet-14975	27	2	data	data	NOUN
cet-14975	27	3	-	-	PUNCT
cet-14975	27	4	driven	drive	VERB
cet-14975	27	5	soc	soc	NOUN
cet-14975	27	6	estimation	estimation	NOUN
cet-14975	27	7	method	method	NOUN
cet-14975	27	8	has	have	AUX
cet-14975	27	9	received	receive	VERB
cet-14975	27	10	more	more	ADJ
cet-14975	27	11	attention	attention	NOUN
cet-14975	27	12	because	because	SCONJ
cet-14975	27	13	of	of	ADP
cet-14975	27	14	the	the	DET
cet-14975	27	15	development	development	NOUN
cet-14975	27	16	of	of	ADP
cet-14975	27	17	computer	computer	NOUN
cet-14975	27	18	technology	technology	NOUN
cet-14975	27	19	.	.	PUNCT
cet-14975	28	1	it	it	PRON
cet-14975	28	2	could	could	AUX
cet-14975	28	3	achieve	achieve	VERB
cet-14975	28	4	reasonable	reasonable	ADJ
cet-14975	28	5	accuracy	accuracy	NOUN
cet-14975	28	6	and	and	CCONJ
cet-14975	28	7	practicality	practicality	NOUN
cet-14975	28	8	by	by	ADP
cet-14975	28	9	directly	directly	ADV
cet-14975	28	10	extracting	extract	VERB
cet-14975	28	11	the	the	DET
cet-14975	28	12	corresponding	correspond	VERB
cet-14975	28	13	information	information	NOUN
cet-14975	28	14	from	from	ADP
cet-14975	28	15	the	the	DET
cet-14975	28	16	input	input	NOUN
cet-14975	28	17	information	information	NOUN
cet-14975	28	18	without	without	ADP
cet-14975	28	19	physical	physical	ADJ
cet-14975	28	20	modelling	modelling	NOUN
cet-14975	28	21	.	.	PUNCT
cet-14975	29	1	deep	deep	ADJ
cet-14975	29	2	learning	learning	NOUN
cet-14975	29	3	(	(	PUNCT
cet-14975	29	4	dl	dl	INTJ
cet-14975	29	5	)	)	PUNCT
cet-14975	29	6	is	be	AUX
cet-14975	29	7	widely	widely	ADV
cet-14975	29	8	used	use	VERB
cet-14975	29	9	for	for	ADP
cet-14975	29	10	soc	soc	NOUN
cet-14975	29	11	estimation	estimation	NOUN
cet-14975	29	12	especially	especially	ADV
cet-14975	29	13	recurrent	recurrent	ADJ
cet-14975	29	14	neural	neural	ADJ
cet-14975	29	15	networks	network	NOUN
cet-14975	29	16	(	(	PUNCT
cet-14975	29	17	rnn	rnn	PROPN
cet-14975	29	18	)	)	PUNCT
cet-14975	29	19	,	,	PUNCT
cet-14975	29	20	which	which	PRON
cet-14975	29	21	are	be	AUX
cet-14975	29	22	specialized	specialize	VERB
cet-14975	29	23	in	in	ADP
cet-14975	29	24	processing	processing	NOUN
cet-14975	29	25	data	datum	NOUN
cet-14975	29	26	sequentially	sequentially	ADV
cet-14975	29	27	.	.	PUNCT
cet-14975	30	1	(	(	PUNCT
cet-14975	30	2	chemall	chemall	NOUN
cet-14975	30	3	et	et	PROPN
cet-14975	30	4	al	al	PROPN
cet-14975	30	5	,	,	PUNCT
cet-14975	30	6	2018	2018	NUM
cet-14975	30	7	)	)	PUNCT
cet-14975	30	8	achieved	achieve	VERB
cet-14975	30	9	accurate	accurate	ADJ
cet-14975	30	10	estimation	estimation	NOUN
cet-14975	30	11	of	of	ADP
cet-14975	30	12	soc	soc	NOUN
cet-14975	30	13	by	by	ADP
cet-14975	30	14	using	use	VERB
cet-14975	30	15	a	a	DET
cet-14975	30	16	long	long	ADJ
cet-14975	30	17	short	short	ADJ
cet-14975	30	18	-	-	PUNCT
cet-14975	30	19	term	term	NOUN
cet-14975	30	20	memory	memory	NOUN
cet-14975	30	21	neural	neural	ADJ
cet-14975	30	22	network	network	NOUN
cet-14975	30	23	(	(	PUNCT
cet-14975	30	24	lstm	lstm	PROPN
cet-14975	30	25	-	-	PUNCT
cet-14975	30	26	rnn	rnn	PROPN
cet-14975	30	27	)	)	PUNCT
cet-14975	30	28	to	to	PART
cet-14975	30	29	map	map	VERB
cet-14975	30	30	currents	current	NOUN
cet-14975	30	31	,	,	PUNCT
cet-14975	30	32	voltages	voltage	NOUN
cet-14975	30	33	,	,	PUNCT
cet-14975	30	34	and	and	CCONJ
cet-14975	30	35	temperatures	temperature	NOUN
cet-14975	30	36	directly	directly	ADV
cet-14975	30	37	to	to	ADP
cet-14975	30	38	the	the	DET
cet-14975	30	39	soc	soc	NOUN
cet-14975	30	40	,	,	PUNCT
cet-14975	30	41	thus	thus	ADV
cet-14975	30	42	avoiding	avoid	VERB
cet-14975	30	43	the	the	DET
cet-14975	30	44	filters	filter	NOUN
cet-14975	30	45	and	and	CCONJ
cet-14975	30	46	inference	inference	NOUN
cet-14975	30	47	algorithms	algorithm	NOUN
cet-14975	30	48	used	use	VERB
cet-14975	30	49	in	in	ADP
cet-14975	30	50	the	the	DET
cet-14975	30	51	mechanism	mechanism	NOUN
cet-14975	30	52	modeling	modeling	NOUN
cet-14975	30	53	process	process	NOUN
cet-14975	30	54	.	.	PUNCT
cet-14975	31	1	(	(	PUNCT
cet-14975	31	2	zou	zou	NOUN
cet-14975	31	3	et	et	PROPN
cet-14975	31	4	al	al	PROPN
cet-14975	31	5	,	,	PUNCT
cet-14975	31	6	2023	2023	NUM
cet-14975	31	7	)	)	PUNCT
cet-14975	31	8	investigated	investigate	VERB
cet-14975	31	9	a	a	DET
cet-14975	31	10	cnn	cnn	NOUN
cet-14975	31	11	to	to	PART
cet-14975	31	12	extract	extract	VERB
cet-14975	31	13	the	the	DET
cet-14975	31	14	feature	feature	NOUN
cet-14975	31	15	inputs	input	NOUN
cet-14975	31	16	in	in	ADP
cet-14975	31	17	the	the	DET
cet-14975	31	18	current	current	ADJ
cet-14975	31	19	-	-	PUNCT
cet-14975	31	20	voltage	voltage	NOUN
cet-14975	31	21	into	into	ADP
cet-14975	31	22	a	a	DET
cet-14975	31	23	convolutional	convolutional	ADJ
cet-14975	31	24	informer	informer	NOUN
cet-14975	31	25	network	network	NOUN
cet-14975	31	26	and	and	CCONJ
cet-14975	31	27	design	design	VERB
cet-14975	31	28	a	a	DET
cet-14975	31	29	loss	loss	NOUN
cet-14975	31	30	function	function	NOUN
cet-14975	31	31	based	base	VERB
cet-14975	31	32	on	on	ADP
cet-14975	31	33	laplace	laplace	NOUN
cet-14975	31	34	distribution	distribution	NOUN
cet-14975	31	35	features	feature	NOUN
cet-14975	31	36	for	for	ADP
cet-14975	31	37	the	the	DET
cet-14975	31	38	training	training	NOUN
cet-14975	31	39	process	process	NOUN
cet-14975	31	40	.	.	PUNCT
cet-14975	32	1	(	(	PUNCT
cet-14975	32	2	bian	bian	PROPN
cet-14975	32	3	et	et	PROPN
cet-14975	32	4	al	al	PROPN
cet-14975	32	5	,	,	PUNCT
cet-14975	32	6	2020	2020	NUM
cet-14975	32	7	)	)	PUNCT
cet-14975	32	8	use	use	VERB
cet-14975	32	9	a	a	DET
cet-14975	32	10	bidirectional	bidirectional	ADJ
cet-14975	32	11	lstm	lstm	NOUN
cet-14975	32	12	(	(	PUNCT
cet-14975	32	13	bilstm	bilstm	NOUN
cet-14975	32	14	)	)	PUNCT
cet-14975	32	15	to	to	PART
cet-14975	32	16	improve	improve	VERB
cet-14975	32	17	the	the	DET
cet-14975	32	18	model	model	NOUN
cet-14975	32	19	's	's	PART
cet-14975	32	20	ability	ability	NOUN
cet-14975	32	21	of	of	ADP
cet-14975	32	22	handle	handle	NOUN
cet-14975	32	23	input	input	NOUN
cet-14975	32	24	sequences	sequence	NOUN
cet-14975	32	25	in	in	ADP
cet-14975	32	26	both	both	DET
cet-14975	32	27	directions	direction	NOUN
cet-14975	32	28	.	.	PUNCT
cet-14975	33	1	(	(	PUNCT
cet-14975	33	2	chen	chen	PROPN
cet-14975	33	3	et	et	PROPN
cet-14975	33	4	al	al	PROPN
cet-14975	33	5	,	,	PUNCT
cet-14975	33	6	2022	2022	NUM
cet-14975	33	7	)	)	PUNCT
cet-14975	33	8	.	.	PUNCT
cet-14975	34	1	enhance	enhance	VERB
cet-14975	34	2	the	the	DET
cet-14975	34	3	lstm	lstm	NOUN
cet-14975	34	4	through	through	AUX
cet-14975	34	5	cope	cope	VERB
cet-14975	34	6	with	with	ADP
cet-14975	34	7	the	the	DET
cet-14975	34	8	fluctuation	fluctuation	NOUN
cet-14975	34	9	problem	problem	NOUN
cet-14975	34	10	of	of	ADP
cet-14975	34	11	soc	soc	NOUN
cet-14975	34	12	estimation	estimation	NOUN
cet-14975	34	13	by	by	ADP
cet-14975	34	14	expanding	expand	VERB
cet-14975	34	15	the	the	DET
cet-14975	34	16	inputs	input	NOUN
cet-14975	34	17	,	,	PUNCT
cet-14975	34	18	and	and	CCONJ
cet-14975	34	19	at	at	ADP
cet-14975	34	20	the	the	DET
cet-14975	34	21	same	same	ADJ
cet-14975	34	22	time	time	NOUN
cet-14975	34	23	,	,	PUNCT
cet-14975	34	24	design	design	VERB
cet-14975	34	25	the	the	DET
cet-14975	34	26	ahi	ahi	NOUN
cet-14975	34	27	-	-	PUNCT
cet-14975	34	28	method	method	NOUN
cet-14975	34	29	based	base	VERB
cet-14975	34	30	state	state	NOUN
cet-14975	34	31	strategy	strategy	NOUN
cet-14975	34	32	to	to	PART
cet-14975	34	33	limit	limit	VERB
cet-14975	34	34	the	the	DET
cet-14975	34	35	output	output	NOUN
cet-14975	34	36	of	of	ADP
cet-14975	34	37	constrained	constrained	ADJ
cet-14975	34	38	soc	soc	NOUN
cet-14975	34	39	,	,	PUNCT
cet-14975	34	40	which	which	PRON
cet-14975	34	41	obtain	obtain	VERB
cet-14975	34	42	a	a	DET
cet-14975	34	43	more	more	ADV
cet-14975	34	44	efficient	efficient	ADJ
cet-14975	34	45	computational	computational	ADJ
cet-14975	34	46	speed	speed	NOUN
cet-14975	34	47	compared	compare	VERB
cet-14975	34	48	to	to	ADP
cet-14975	34	49	traditional	traditional	ADJ
cet-14975	34	50	filter	filter	NOUN
cet-14975	34	51	methods	method	NOUN
cet-14975	34	52	.	.	PUNCT
cet-14975	35	1	li	li	PROPN
cet-14975	35	2	-	-	PUNCT
cet-14975	35	3	ion	ion	NOUN
cet-14975	35	4	battery	battery	NOUN
cet-14975	35	5	is	be	AUX
cet-14975	35	6	a	a	DET
cet-14975	35	7	very	very	ADV
cet-14975	35	8	complex	complex	ADJ
cet-14975	35	9	nonlinear	nonlinear	ADJ
cet-14975	35	10	system	system	NOUN
cet-14975	35	11	,	,	PUNCT
cet-14975	35	12	and	and	CCONJ
cet-14975	35	13	the	the	DET
cet-14975	35	14	existing	exist	VERB
cet-14975	35	15	deep	deep	ADJ
cet-14975	35	16	learning	learn	VERB
cet-14975	35	17	soc	soc	NOUN
cet-14975	35	18	estimation	estimation	NOUN
cet-14975	35	19	methods	method	NOUN
cet-14975	35	20	are	be	AUX
cet-14975	35	21	purely	purely	ADV
cet-14975	35	22	data	data	NOUN
cet-14975	35	23	-	-	PUNCT
cet-14975	35	24	driven	drive	VERB
cet-14975	35	25	"	"	PUNCT
cet-14975	35	26	black	black	ADJ
cet-14975	35	27	-	-	PUNCT
cet-14975	35	28	box	box	NOUN
cet-14975	35	29	"	"	PUNCT
cet-14975	35	30	models	model	NOUN
cet-14975	35	31	,	,	PUNCT
cet-14975	35	32	ignoring	ignore	VERB
cet-14975	35	33	the	the	DET
cet-14975	35	34	battery	battery	NOUN
cet-14975	35	35	electrochemical	electrochemical	ADJ
cet-14975	35	36	principles	principle	NOUN
cet-14975	35	37	.	.	PUNCT
cet-14975	36	1	this	this	DET
cet-14975	36	2	shortcoming	shortcoming	NOUN
cet-14975	36	3	makes	make	VERB
cet-14975	36	4	it	it	PRON
cet-14975	36	5	difficult	difficult	ADJ
cet-14975	36	6	to	to	PART
cet-14975	36	7	further	far	ADV
cet-14975	36	8	improve	improve	VERB
cet-14975	36	9	the	the	DET
cet-14975	36	10	accuracy	accuracy	NOUN
cet-14975	36	11	of	of	ADP
cet-14975	36	12	deep	deep	ADJ
cet-14975	36	13	learning	learning	NOUN
cet-14975	36	14	-	-	PUNCT
cet-14975	36	15	based	base	VERB
cet-14975	36	16	soc	soc	NOUN
cet-14975	36	17	estimation	estimation	NOUN
cet-14975	36	18	methods	method	NOUN
cet-14975	36	19	,	,	PUNCT
cet-14975	36	20	and	and	CCONJ
cet-14975	36	21	research	research	NOUN
cet-14975	36	22	in	in	ADP
cet-14975	36	23	some	some	DET
cet-14975	36	24	other	other	ADJ
cet-14975	36	25	fields	field	NOUN
cet-14975	36	26	(	(	PUNCT
cet-14975	36	27	daw	daw	X
cet-14975	36	28	et	et	PROPN
cet-14975	36	29	al	al	PROPN
cet-14975	36	30	,	,	PUNCT
cet-14975	36	31	2021	2021	NUM
cet-14975	36	32	)	)	PUNCT
cet-14975	36	33	has	have	AUX
cet-14975	36	34	also	also	ADV
cet-14975	36	35	shown	show	VERB
cet-14975	36	36	that	that	SCONJ
cet-14975	36	37	better	well	ADJ
cet-14975	36	38	performance	performance	NOUN
cet-14975	36	39	can	can	AUX
cet-14975	36	40	be	be	AUX
cet-14975	36	41	achieved	achieve	VERB
cet-14975	36	42	by	by	ADP
cet-14975	36	43	incorporating	incorporate	VERB
cet-14975	36	44	mechanistic	mechanistic	ADJ
cet-14975	36	45	information	information	NOUN
cet-14975	36	46	into	into	ADP
cet-14975	36	47	machine	machine	NOUN
cet-14975	36	48	learning	learning	NOUN
cet-14975	36	49	.	.	PUNCT
cet-14975	37	1	this	this	DET
cet-14975	37	2	paper	paper	NOUN
cet-14975	37	3	proposes	propose	VERB
cet-14975	37	4	a	a	DET
cet-14975	37	5	new	new	ADJ
cet-14975	37	6	method	method	NOUN
cet-14975	37	7	that	that	PRON
cet-14975	37	8	combines	combine	VERB
cet-14975	37	9	the	the	DET
cet-14975	37	10	mechanistic	mechanistic	ADJ
cet-14975	37	11	information	information	NOUN
cet-14975	37	12	of	of	ADP
cet-14975	37	13	ecm	ecm	NOUN
cet-14975	37	14	with	with	ADP
cet-14975	37	15	neural	neural	ADJ
cet-14975	37	16	networks	network	NOUN
cet-14975	37	17	to	to	PART
cet-14975	37	18	estimate	estimate	VERB
cet-14975	37	19	the	the	DET
cet-14975	37	20	soc	soc	NOUN
cet-14975	37	21	of	of	ADP
cet-14975	37	22	the	the	DET
cet-14975	37	23	battery	battery	NOUN
cet-14975	37	24	,	,	PUNCT
cet-14975	37	25	and	and	CCONJ
cet-14975	37	26	evaluates	evaluate	VERB
cet-14975	37	27	the	the	DET
cet-14975	37	28	root	root	NOUN
cet-14975	37	29	mean	mean	VERB
cet-14975	37	30	square	square	ADJ
cet-14975	37	31	error	error	NOUN
cet-14975	37	32	(	(	PUNCT
cet-14975	37	33	rmse	rmse	NOUN
cet-14975	37	34	)	)	PUNCT
cet-14975	37	35	,	,	PUNCT
cet-14975	37	36	mean	mean	VERB
cet-14975	37	37	absolute	absolute	ADJ
cet-14975	37	38	error	error	NOUN
cet-14975	37	39	(	(	PUNCT
cet-14975	37	40	mae	mae	PROPN
cet-14975	37	41	)	)	PUNCT
cet-14975	37	42	and	and	CCONJ
cet-14975	37	43	test	test	VERB
cet-14975	37	44	the	the	DET
cet-14975	37	45	results	result	NOUN
cet-14975	37	46	of	of	ADP
cet-14975	37	47	the	the	DET
cet-14975	37	48	batteries	battery	NOUN
cet-14975	37	49	under	under	ADP
cet-14975	37	50	different	different	ADJ
cet-14975	37	51	operating	operating	NOUN
cet-14975	37	52	conditions	condition	NOUN
cet-14975	37	53	.	.	PUNCT
cet-14975	38	1	2	2	X
cet-14975	38	2	.	.	X
cet-14975	38	3	methods	method	NOUN
cet-14975	38	4	the	the	DET
cet-14975	38	5	proposed	propose	VERB
cet-14975	38	6	method	method	NOUN
cet-14975	38	7	is	be	AUX
cet-14975	38	8	schematically	schematically	NOUN
cet-14975	38	9	plotted	plot	VERB
cet-14975	38	10	in	in	ADP
cet-14975	38	11	figure	figure	NOUN
cet-14975	38	12	1	1	NUM
cet-14975	38	13	.	.	PUNCT
cet-14975	39	1	in	in	ADP
cet-14975	39	2	a	a	DET
cet-14975	39	3	soc	soc	NOUN
cet-14975	39	4	estimation	estimation	NOUN
cet-14975	39	5	task	task	NOUN
cet-14975	39	6	,	,	PUNCT
cet-14975	39	7	bms	bms	PROPN
cet-14975	39	8	sample	sample	NOUN
cet-14975	39	9	signal	signal	NOUN
cet-14975	39	10	data	datum	NOUN
cet-14975	39	11	in	in	ADP
cet-14975	39	12	different	different	ADJ
cet-14975	39	13	conditions	condition	NOUN
cet-14975	39	14	.	.	PUNCT
cet-14975	40	1	subsequently	subsequently	ADV
cet-14975	40	2	,	,	PUNCT
cet-14975	40	3	the	the	DET
cet-14975	40	4	voltage	voltage	NOUN
cet-14975	40	5	and	and	CCONJ
cet-14975	40	6	current	current	ADJ
cet-14975	40	7	signals	signal	NOUN
cet-14975	40	8	are	be	AUX
cet-14975	40	9	input	input	VERB
cet-14975	40	10	into	into	ADP
cet-14975	40	11	the	the	DET
cet-14975	40	12	ecm	ecm	NOUN
cet-14975	40	13	,	,	PUNCT
cet-14975	40	14	the	the	DET
cet-14975	40	15	voltage	voltage	NOUN
cet-14975	40	16	signal	signal	NOUN
cet-14975	40	17	is	be	AUX
cet-14975	40	18	deconstructed	deconstruct	VERB
cet-14975	40	19	into	into	ADP
cet-14975	40	20	open	open	ADJ
cet-14975	40	21	-	-	PUNCT
cet-14975	40	22	circuit	circuit	NOUN
cet-14975	40	23	voltage	voltage	NOUN
cet-14975	40	24	(	(	PUNCT
cet-14975	40	25	uocv	uocv	ADJ
cet-14975	40	26	)	)	PUNCT
cet-14975	40	27	,	,	PUNCT
cet-14975	40	28	and	and	CCONJ
cet-14975	40	29	the	the	DET
cet-14975	40	30	current	current	ADJ
cet-14975	40	31	signal	signal	NOUN
cet-14975	40	32	is	be	AUX
cet-14975	40	33	calculated	calculate	VERB
cet-14975	40	34	by	by	ADP
cet-14975	40	35	the	the	DET
cet-14975	40	36	ahi	ahi	NOUN
cet-14975	40	37	method	method	NOUN
cet-14975	40	38	to	to	PART
cet-14975	40	39	obtain	obtain	VERB
cet-14975	40	40	the	the	DET
cet-14975	40	41	cumulative	cumulative	ADJ
cet-14975	40	42	current	current	NOUN
cet-14975	40	43	masked	mask	VERB
cet-14975	40	44	as	as	ADP
cet-14975	40	45	δi	δi	PROPN
cet-14975	40	46	.	.	PUNCT
cet-14975	41	1	finally	finally	ADV
cet-14975	41	2	,	,	PUNCT
cet-14975	41	3	δi	δi	VERB
cet-14975	41	4	replaces	replace	VERB
cet-14975	41	5	the	the	DET
cet-14975	41	6	original	original	ADJ
cet-14975	41	7	current	current	ADJ
cet-14975	41	8	signal	signal	NOUN
cet-14975	41	9	,	,	PUNCT
cet-14975	41	10	with	with	ADP
cet-14975	41	11	the	the	DET
cet-14975	41	12	data	datum	NOUN
cet-14975	41	13	of	of	ADP
cet-14975	41	14	uocv	uocv	ADJ
cet-14975	41	15	,	,	PUNCT
cet-14975	41	16	original	original	ADJ
cet-14975	41	17	voltage	voltage	NOUN
cet-14975	41	18	,	,	PUNCT
cet-14975	41	19	and	and	CCONJ
cet-14975	41	20	temperature	temperature	NOUN
cet-14975	41	21	composed	compose	VERB
cet-14975	41	22	of	of	ADP
cet-14975	41	23	a	a	DET
cet-14975	41	24	new	new	ADJ
cet-14975	41	25	input	input	NOUN
cet-14975	41	26	sequence	sequence	NOUN
cet-14975	41	27	which	which	PRON
cet-14975	41	28	is	be	AUX
cet-14975	41	29	inputted	inputte	VERB
cet-14975	41	30	into	into	ADP
cet-14975	41	31	the	the	DET
cet-14975	41	32	neural	neural	ADJ
cet-14975	41	33	network	network	NOUN
cet-14975	41	34	for	for	ADP
cet-14975	41	35	training	training	NOUN
cet-14975	41	36	,	,	PUNCT
cet-14975	41	37	validation	validation	NOUN
cet-14975	41	38	,	,	PUNCT
cet-14975	41	39	and	and	CCONJ
cet-14975	41	40	testing	testing	NOUN
cet-14975	41	41	.	.	PUNCT
cet-14975	42	1	figure	figure	VERB
cet-14975	42	2	1	1	NUM
cet-14975	42	3	:	:	PUNCT
cet-14975	42	4	overview	overview	NOUN
cet-14975	42	5	of	of	ADP
cet-14975	42	6	the	the	DET
cet-14975	42	7	proposed	propose	VERB
cet-14975	42	8	soc	soc	NOUN
cet-14975	42	9	estimation	estimation	NOUN
cet-14975	42	10	method	method	NOUN
cet-14975	42	11	416	416	NUM
cet-14975	42	12	2.1	2.1	NUM
cet-14975	42	13	identification	identification	NOUN
cet-14975	42	14	of	of	ADP
cet-14975	42	15	ecm	ecm	NOUN
cet-14975	42	16	parameters	parameter	NOUN
cet-14975	42	17	it	it	PRON
cet-14975	42	18	has	have	AUX
cet-14975	42	19	been	be	AUX
cet-14975	42	20	pointed	point	VERB
cet-14975	42	21	out	out	ADP
cet-14975	42	22	that	that	SCONJ
cet-14975	42	23	the	the	DET
cet-14975	42	24	open	open	ADJ
cet-14975	42	25	circuit	circuit	NOUN
cet-14975	42	26	voltage	voltage	NOUN
cet-14975	42	27	has	have	VERB
cet-14975	42	28	a	a	DET
cet-14975	42	29	more	more	ADV
cet-14975	42	30	direct	direct	ADJ
cet-14975	42	31	mapping	mapping	NOUN
cet-14975	42	32	relationship	relationship	NOUN
cet-14975	42	33	with	with	ADP
cet-14975	42	34	the	the	DET
cet-14975	42	35	soc	soc	NOUN
cet-14975	42	36	compared	compare	VERB
cet-14975	42	37	to	to	ADP
cet-14975	42	38	the	the	DET
cet-14975	42	39	terminal	terminal	ADJ
cet-14975	42	40	voltage	voltage	NOUN
cet-14975	42	41	.	.	PUNCT
cet-14975	43	1	the	the	DET
cet-14975	43	2	parameters	parameter	NOUN
cet-14975	43	3	proposed	propose	VERB
cet-14975	43	4	in	in	ADP
cet-14975	43	5	this	this	DET
cet-14975	43	6	paper	paper	NOUN
cet-14975	43	7	to	to	PART
cet-14975	43	8	increase	increase	VERB
cet-14975	43	9	the	the	DET
cet-14975	43	10	open	open	ADJ
cet-14975	43	11	-	-	PUNCT
cet-14975	43	12	circuit	circuit	NOUN
cet-14975	43	13	voltage	voltage	NOUN
cet-14975	43	14	input	input	NOUN
cet-14975	43	15	are	be	AUX
cet-14975	43	16	identified	identify	VERB
cet-14975	43	17	by	by	ADP
cet-14975	43	18	the	the	DET
cet-14975	43	19	equivalent	equivalent	ADJ
cet-14975	43	20	circuit	circuit	NOUN
cet-14975	43	21	model	model	NOUN
cet-14975	43	22	.	.	PUNCT
cet-14975	44	1	the	the	DET
cet-14975	44	2	reason	reason	NOUN
cet-14975	44	3	for	for	ADP
cet-14975	44	4	choosing	choose	VERB
cet-14975	44	5	the	the	DET
cet-14975	44	6	equivalent	equivalent	ADJ
cet-14975	44	7	circuit	circuit	NOUN
cet-14975	44	8	model	model	NOUN
cet-14975	44	9	instead	instead	ADV
cet-14975	44	10	of	of	ADP
cet-14975	44	11	the	the	DET
cet-14975	44	12	electrochemical	electrochemical	ADJ
cet-14975	44	13	model	model	NOUN
cet-14975	44	14	is	be	AUX
cet-14975	44	15	that	that	SCONJ
cet-14975	44	16	there	there	PRON
cet-14975	44	17	is	be	VERB
cet-14975	44	18	a	a	DET
cet-14975	44	19	better	well	ADJ
cet-14975	44	20	balance	balance	NOUN
cet-14975	44	21	between	between	ADP
cet-14975	44	22	the	the	DET
cet-14975	44	23	complexity	complexity	NOUN
cet-14975	44	24	and	and	CCONJ
cet-14975	44	25	accuracy	accuracy	NOUN
cet-14975	44	26	of	of	ADP
cet-14975	44	27	the	the	DET
cet-14975	44	28	ecm	ecm	NOUN
cet-14975	44	29	.	.	PUNCT
cet-14975	45	1	as	as	SCONJ
cet-14975	45	2	shown	show	VERB
cet-14975	45	3	in	in	ADP
cet-14975	45	4	figure	figure	NOUN
cet-14975	45	5	.	.	PUNCT
cet-14975	46	1	2	2	NUM
cet-14975	46	2	,	,	PUNCT
cet-14975	46	3	the	the	DET
cet-14975	46	4	method	method	NOUN
cet-14975	46	5	proposed	propose	VERB
cet-14975	46	6	in	in	ADP
cet-14975	46	7	this	this	DET
cet-14975	46	8	paper	paper	NOUN
cet-14975	46	9	uses	use	VERB
cet-14975	46	10	a	a	DET
cet-14975	46	11	second	second	ADJ
cet-14975	46	12	-	-	PUNCT
cet-14975	46	13	order	order	NOUN
cet-14975	46	14	thevenin	thevenin	NOUN
cet-14975	46	15	model	model	NOUN
cet-14975	46	16	,	,	PUNCT
cet-14975	46	17	which	which	PRON
cet-14975	46	18	consists	consist	VERB
cet-14975	46	19	of	of	ADP
cet-14975	46	20	two	two	NUM
cet-14975	46	21	series	series	NOUN
cet-14975	46	22	-	-	PUNCT
cet-14975	46	23	connected	connect	VERB
cet-14975	46	24	rc	rc	PROPN
cet-14975	46	25	loops	loop	NOUN
cet-14975	46	26	,	,	PUNCT
cet-14975	46	27	resistors	resistor	NOUN
cet-14975	46	28	,	,	PUNCT
cet-14975	46	29	and	and	CCONJ
cet-14975	46	30	an	an	DET
cet-14975	46	31	ideal	ideal	ADJ
cet-14975	46	32	voltage	voltage	NOUN
cet-14975	46	33	source	source	NOUN
cet-14975	46	34	.	.	PUNCT
cet-14975	47	1	in	in	ADP
cet-14975	47	2	the	the	DET
cet-14975	47	3	battery	battery	NOUN
cet-14975	47	4	system	system	NOUN
cet-14975	47	5	(	(	PUNCT
cet-14975	47	6	hu	hu	PROPN
cet-14975	47	7	et	et	PROPN
cet-14975	47	8	al，2012	al，2012	PROPN
cet-14975	47	9	)	)	PUNCT
cet-14975	47	10	,	,	PUNCT
cet-14975	47	11	the	the	DET
cet-14975	47	12	two	two	NUM
cet-14975	47	13	series	series	NOUN
cet-14975	47	14	-	-	PUNCT
cet-14975	47	15	connected	connect	VERB
cet-14975	47	16	rc	rc	PROPN
cet-14975	47	17	loops	loop	NOUN
cet-14975	47	18	of	of	ADP
cet-14975	47	19	the	the	DET
cet-14975	47	20	ecm	ecm	NOUN
cet-14975	47	21	can	can	AUX
cet-14975	47	22	simulate	simulate	VERB
cet-14975	47	23	the	the	DET
cet-14975	47	24	electrochemical	electrochemical	ADJ
cet-14975	47	25	polarization	polarization	NOUN
cet-14975	47	26	and	and	CCONJ
cet-14975	47	27	concentration	concentration	NOUN
cet-14975	47	28	polarization	polarization	NOUN
cet-14975	47	29	processes	process	NOUN
cet-14975	47	30	of	of	ADP
cet-14975	47	31	the	the	DET
cet-14975	47	32	battery	battery	NOUN
cet-14975	47	33	,	,	PUNCT
cet-14975	47	34	respectively	respectively	ADV
cet-14975	47	35	;	;	PUNCT
cet-14975	47	36	the	the	DET
cet-14975	47	37	series	series	NOUN
cet-14975	47	38	-	-	PUNCT
cet-14975	47	39	connected	connect	VERB
cet-14975	47	40	resistor	resistor	NOUN
cet-14975	47	41	r0	r0	NOUN
cet-14975	47	42	can	can	AUX
cet-14975	47	43	represent	represent	VERB
cet-14975	47	44	the	the	DET
cet-14975	47	45	resistance	resistance	NOUN
cet-14975	47	46	to	to	ADP
cet-14975	47	47	ion	ion	NOUN
cet-14975	47	48	transfer	transfer	NOUN
cet-14975	47	49	within	within	ADP
cet-14975	47	50	the	the	DET
cet-14975	47	51	battery	battery	NOUN
cet-14975	47	52	system	system	NOUN
cet-14975	47	53	;	;	PUNCT
cet-14975	47	54	and	and	CCONJ
cet-14975	47	55	the	the	DET
cet-14975	47	56	ideal	ideal	ADJ
cet-14975	47	57	voltage	voltage	NOUN
cet-14975	47	58	source	source	NOUN
cet-14975	47	59	represents	represent	VERB
cet-14975	47	60	the	the	DET
cet-14975	47	61	amount	amount	NOUN
cet-14975	47	62	of	of	ADP
cet-14975	47	63	power	power	NOUN
cet-14975	47	64	that	that	PRON
cet-14975	47	65	the	the	DET
cet-14975	47	66	battery	battery	NOUN
cet-14975	47	67	can	can	AUX
cet-14975	47	68	provide	provide	VERB
cet-14975	47	69	under	under	ADP
cet-14975	47	70	ideal	ideal	ADJ
cet-14975	47	71	conditions	condition	NOUN
cet-14975	47	72	.	.	PUNCT
cet-14975	48	1	figure	figure	NOUN
cet-14975	48	2	2	2	NUM
cet-14975	48	3	:	:	PUNCT
cet-14975	48	4	schematic	schematic	ADJ
cet-14975	48	5	of	of	ADP
cet-14975	48	6	the	the	DET
cet-14975	48	7	second	second	ADJ
cet-14975	48	8	-	-	PUNCT
cet-14975	48	9	order	order	NOUN
cet-14975	48	10	thevenin	thevenin	NOUN
cet-14975	48	11	model	model	NOUN
cet-14975	48	12	the	the	DET
cet-14975	48	13	mathematical	mathematical	ADJ
cet-14975	48	14	expression	expression	NOUN
cet-14975	48	15	for	for	ADP
cet-14975	48	16	the	the	DET
cet-14975	48	17	model	model	NOUN
cet-14975	48	18	is	be	AUX
cet-14975	48	19	:	:	PUNCT
cet-14975	48	20	{	{	PUNCT
cet-14975	48	21	𝑈	𝑈	PROPN
cet-14975	48	22	=	=	SYM
cet-14975	48	23	𝑈𝑜𝑐𝑣	𝑈𝑜𝑐𝑣	PROPN
cet-14975	48	24	−	−	PROPN
cet-14975	48	25	𝐼𝑅0	𝐼𝑅0	PROPN
cet-14975	48	26	−	−	NOUN
cet-14975	48	27	𝑈1	𝑈1	NOUN
cet-14975	48	28	−	−	PROPN
cet-14975	48	29	𝑈2	𝑈2	PROPN
cet-14975	48	30	𝑑𝑈1	𝑑𝑈1	PROPN
cet-14975	48	31	𝑑𝑡	𝑑𝑡	ADP
cet-14975	48	32	=	=	PUNCT
cet-14975	48	33	−	−	PROPN
cet-14975	48	34	𝑈1	𝑈1	NOUN
cet-14975	48	35	𝐶1𝑅1	𝐶1𝑅1	NOUN
cet-14975	49	1	+	+	CCONJ
cet-14975	49	2	𝐼	𝐼	ADP
cet-14975	49	3	𝐶1	𝐶1	ADJ
cet-14975	49	4	𝑑𝑈2	𝑑𝑈2	PROPN
cet-14975	49	5	𝑑𝑡	𝑑𝑡	ADP
cet-14975	49	6	=	=	PUNCT
cet-14975	49	7	−	−	PROPN
cet-14975	49	8	𝑈2	𝑈2	NOUN
cet-14975	49	9	𝐶2𝑅2	𝐶2𝑅2	NOUN
cet-14975	50	1	+	+	CCONJ
cet-14975	50	2	𝐼	𝐼	ADP
cet-14975	50	3	𝐶2	𝐶2	ADJ
cet-14975	50	4	(	(	PUNCT
cet-14975	50	5	1	1	NUM
cet-14975	50	6	)	)	PUNCT
cet-14975	51	1	where	where	SCONJ
cet-14975	51	2	u1	u1	NOUN
cet-14975	51	3	and	and	CCONJ
cet-14975	51	4	u2	u2	NOUN
cet-14975	51	5	are	be	AUX
cet-14975	51	6	the	the	DET
cet-14975	51	7	polarization	polarization	NOUN
cet-14975	51	8	voltages	voltage	NOUN
cet-14975	51	9	corresponding	correspond	VERB
cet-14975	51	10	to	to	ADP
cet-14975	51	11	the	the	DET
cet-14975	51	12	r1c1	r1c1	NOUN
cet-14975	51	13	and	and	CCONJ
cet-14975	51	14	r2c2	r2c2	X
cet-14975	51	15	branches	branch	NOUN
cet-14975	51	16	,	,	PUNCT
cet-14975	51	17	respectively	respectively	ADV
cet-14975	51	18	,	,	PUNCT
cet-14975	51	19	and	and	CCONJ
cet-14975	51	20	u0	u0	ADJ
cet-14975	51	21	is	be	AUX
cet-14975	51	22	the	the	DET
cet-14975	51	23	ohmic	ohmic	ADJ
cet-14975	51	24	voltage	voltage	NOUN
cet-14975	51	25	corresponding	correspond	VERB
cet-14975	51	26	to	to	ADP
cet-14975	51	27	r1	r1	PROPN
cet-14975	51	28	.	.	PUNCT
cet-14975	52	1	the	the	DET
cet-14975	52	2	laplace	laplace	NOUN
cet-14975	52	3	's	's	PART
cet-14975	52	4	equation	equation	NOUN
cet-14975	52	5	for	for	ADP
cet-14975	52	6	the	the	DET
cet-14975	52	7	equivalent	equivalent	ADJ
cet-14975	52	8	circuit	circuit	NOUN
cet-14975	52	9	model	model	NOUN
cet-14975	52	10	is	be	AUX
cet-14975	52	11	obtained	obtain	VERB
cet-14975	52	12	after	after	ADP
cet-14975	52	13	discretizing	discretize	VERB
cet-14975	52	14	the	the	DET
cet-14975	52	15	above	above	ADJ
cet-14975	52	16	equations	equation	NOUN
cet-14975	52	17	as	as	SCONJ
cet-14975	52	18	follows	follow	VERB
cet-14975	52	19	as	as	ADP
cet-14975	52	20	:	:	PUNCT
cet-14975	52	21	𝑈𝑜𝑐𝑣(𝑠	𝑈𝑜𝑐𝑣(𝑠	PROPN
cet-14975	52	22	)	)	PUNCT
cet-14975	52	23	−	−	PROPN
cet-14975	53	1	𝑈(𝑠	𝑈(𝑠	NOUN
cet-14975	53	2	)	)	PUNCT
cet-14975	53	3	=	=	NOUN
cet-14975	53	4	𝐼(𝑠)(𝑅0	𝐼(𝑠)(𝑅0	PRON
cet-14975	53	5	+	+	NOUN
cet-14975	53	6	𝑅1	𝑅1	NOUN
cet-14975	53	7	1	1	NUM
cet-14975	53	8	+	+	CCONJ
cet-14975	53	9	𝑅1𝐶1𝑠	𝑅1𝐶1𝑠	PUNCT
cet-14975	53	10	+	+	NUM
cet-14975	53	11	𝑅2	𝑅2	NOUN
cet-14975	53	12	1	1	NUM
cet-14975	53	13	+	+	CCONJ
cet-14975	53	14	𝑅2𝐶2𝑠	𝑅2𝐶2𝑠	PUNCT
cet-14975	53	15	)	)	PUNCT
cet-14975	53	16	(	(	PUNCT
cet-14975	53	17	2	2	X
cet-14975	53	18	)	)	PUNCT
cet-14975	53	19	where	where	SCONJ
cet-14975	53	20	s	s	NOUN
cet-14975	53	21	denotes	denote	VERB
cet-14975	53	22	the	the	DET
cet-14975	53	23	response	response	NOUN
cet-14975	53	24	of	of	ADP
cet-14975	53	25	the	the	DET
cet-14975	53	26	system	system	NOUN
cet-14975	53	27	in	in	ADP
cet-14975	53	28	the	the	DET
cet-14975	53	29	complex	complex	ADJ
cet-14975	53	30	frequency	frequency	NOUN
cet-14975	53	31	domain	domain	NOUN
cet-14975	53	32	,	,	PUNCT
cet-14975	53	33	and	and	CCONJ
cet-14975	53	34	then	then	ADV
cet-14975	53	35	a	a	DET
cet-14975	53	36	bilinear	bilinear	NOUN
cet-14975	53	37	transformation	transformation	NOUN
cet-14975	53	38	is	be	AUX
cet-14975	53	39	performed	perform	VERB
cet-14975	53	40	for	for	ADP
cet-14975	53	41	the	the	DET
cet-14975	53	42	above	above	ADJ
cet-14975	53	43	equations	equation	NOUN
cet-14975	53	44	to	to	PART
cet-14975	53	45	obtain	obtain	VERB
cet-14975	53	46	the	the	DET
cet-14975	53	47	difference	difference	NOUN
cet-14975	53	48	equation	equation	NOUN
cet-14975	53	49	between	between	ADP
cet-14975	53	50	the	the	DET
cet-14975	53	51	input	input	NOUN
cet-14975	53	52	and	and	CCONJ
cet-14975	53	53	output	output	NOUN
cet-14975	53	54	of	of	ADP
cet-14975	53	55	the	the	DET
cet-14975	53	56	system	system	NOUN
cet-14975	53	57	for	for	ADP
cet-14975	53	58	ecm	ecm	NOUN
cet-14975	53	59	as	as	ADP
cet-14975	53	60	:	:	PUNCT
cet-14975	53	61	𝑦(𝑘	𝑦(𝑘	PROPN
cet-14975	53	62	)	)	PUNCT
cet-14975	53	63	=	=	SYM
cet-14975	53	64	𝑈𝑜𝑐𝑣(𝑘	𝑈𝑜𝑐𝑣(𝑘	NUM
cet-14975	53	65	)	)	PUNCT
cet-14975	53	66	−	−	NUM
cet-14975	53	67	𝑈(𝑘	𝑈(𝑘	SYM
cet-14975	53	68	)	)	PUNCT
cet-14975	53	69	=	=	SYM
cet-14975	53	70	𝑎1𝑦(𝑘	𝑎1𝑦(𝑘	ADJ
cet-14975	53	71	−	−	NOUN
cet-14975	53	72	1	1	NUM
cet-14975	53	73	)	)	PUNCT
cet-14975	53	74	+	+	CCONJ
cet-14975	53	75	𝑎2𝑦(𝑘	𝑎2𝑦(𝑘	PROPN
cet-14975	53	76	−	−	NOUN
cet-14975	53	77	2	2	NUM
cet-14975	53	78	)	)	PUNCT
cet-14975	53	79	+	+	NUM
cet-14975	53	80	𝑎3𝐼(𝑘	𝑎3𝐼(𝑘	NOUN
cet-14975	53	81	)	)	PUNCT
cet-14975	53	82	+	+	NUM
cet-14975	53	83	𝑎4𝐼(𝑘	𝑎4𝐼(𝑘	NOUN
cet-14975	53	84	−	−	PROPN
cet-14975	53	85	1	1	NUM
cet-14975	53	86	)	)	PUNCT
cet-14975	53	87	+	+	CCONJ
cet-14975	53	88	𝑎5𝐼(𝑘	𝑎5𝐼(𝑘	ADJ
cet-14975	53	89	−	−	ADP
cet-14975	53	90	2	2	NUM
cet-14975	53	91	)	)	PUNCT
cet-14975	53	92	(	(	PUNCT
cet-14975	53	93	3	3	X
cet-14975	53	94	)	)	PUNCT
cet-14975	53	95	where	where	SCONJ
cet-14975	53	96	i(k	i(k	PROPN
cet-14975	53	97	)	)	PUNCT
cet-14975	53	98	is	be	AUX
cet-14975	53	99	the	the	DET
cet-14975	53	100	current	current	ADJ
cet-14975	53	101	input	input	NOUN
cet-14975	53	102	to	to	ADP
cet-14975	53	103	the	the	DET
cet-14975	53	104	system	system	NOUN
cet-14975	53	105	and	and	CCONJ
cet-14975	53	106	y(k	y(k	PROPN
cet-14975	53	107	)	)	PUNCT
cet-14975	53	108	is	be	AUX
cet-14975	53	109	the	the	DET
cet-14975	53	110	output	output	NOUN
cet-14975	53	111	of	of	ADP
cet-14975	53	112	the	the	DET
cet-14975	53	113	system	system	NOUN
cet-14975	53	114	,	,	PUNCT
cet-14975	53	115	from	from	ADP
cet-14975	53	116	which	which	PRON
cet-14975	53	117	it	it	PRON
cet-14975	53	118	follows	follow	VERB
cet-14975	53	119	:	:	PUNCT
cet-14975	53	120	𝜑(𝑘	𝜑(𝑘	X
cet-14975	53	121	)	)	PUNCT
cet-14975	53	122	=	=	PUNCT
cet-14975	54	1	[	[	X
cet-14975	54	2	𝑦(𝑘	𝑦(𝑘	DET
cet-14975	54	3	−	−	NOUN
cet-14975	54	4	1	1	NUM
cet-14975	54	5	)	)	PUNCT
cet-14975	54	6	𝑦(𝑘	𝑦(𝑘	PRON
cet-14975	54	7	−	−	NOUN
cet-14975	54	8	2	2	NUM
cet-14975	54	9	)	)	PUNCT
cet-14975	54	10	𝐼(𝑘	𝐼(𝑘	NOUN
cet-14975	54	11	)	)	PUNCT
cet-14975	54	12	𝐼(𝑘	𝐼(𝑘	NOUN
cet-14975	54	13	−	−	PROPN
cet-14975	54	14	1	1	NUM
cet-14975	54	15	)	)	PUNCT
cet-14975	54	16	𝐼(𝑘	𝐼(𝑘	X
cet-14975	54	17	−	−	PROPN
cet-14975	54	18	2)]𝑇	2)]𝑇	NUM
cet-14975	54	19	(	(	PUNCT
cet-14975	54	20	4	4	NUM
cet-14975	54	21	)	)	PUNCT
cet-14975	54	22	𝜃(𝑘	𝜃(𝑘	NOUN
cet-14975	54	23	)	)	PUNCT
cet-14975	54	24	=	=	PUNCT
cet-14975	55	1	[	[	X
cet-14975	55	2	𝑎1	𝑎1	ADP
cet-14975	55	3	𝑎2	𝑎2	PROPN
cet-14975	55	4	𝑎3	𝑎3	PROPN
cet-14975	55	5	𝑎4	𝑎4	PROPN
cet-14975	55	6	𝑎5	𝑎5	PROPN
cet-14975	55	7	]	]	PUNCT
cet-14975	55	8	(	(	PUNCT
cet-14975	55	9	5	5	X
cet-14975	55	10	)	)	PUNCT
cet-14975	55	11	this	this	PRON
cet-14975	55	12	leads	lead	VERB
cet-14975	55	13	to	to	ADP
cet-14975	55	14	the	the	DET
cet-14975	55	15	recursive	recursive	ADJ
cet-14975	55	16	equation	equation	NOUN
cet-14975	55	17	of	of	ADP
cet-14975	55	18	the	the	DET
cet-14975	55	19	ecm	ecm	NOUN
cet-14975	55	20	,	,	PUNCT
cet-14975	55	21	and	and	CCONJ
cet-14975	55	22	in	in	ADP
cet-14975	55	23	this	this	DET
cet-14975	55	24	paper	paper	NOUN
cet-14975	55	25	,	,	PUNCT
cet-14975	55	26	we	we	PRON
cet-14975	55	27	apply	apply	VERB
cet-14975	55	28	the	the	DET
cet-14975	55	29	least	least	ADJ
cet-14975	55	30	squares	square	NOUN
cet-14975	55	31	approach	approach	VERB
cet-14975	55	32	to	to	PART
cet-14975	55	33	obtain	obtain	VERB
cet-14975	55	34	reliable	reliable	ADJ
cet-14975	55	35	parameter	parameter	NOUN
cet-14975	55	36	identification	identification	NOUN
cet-14975	55	37	results	result	NOUN
cet-14975	55	38	from	from	ADP
cet-14975	55	39	the	the	DET
cet-14975	55	40	ecm	ecm	NOUN
cet-14975	55	41	,	,	PUNCT
cet-14975	55	42	which	which	PRON
cet-14975	55	43	in	in	ADP
cet-14975	55	44	turn	turn	NOUN
cet-14975	55	45	leads	lead	VERB
cet-14975	55	46	to	to	ADP
cet-14975	55	47	the	the	DET
cet-14975	55	48	value	value	NOUN
cet-14975	55	49	of	of	ADP
cet-14975	55	50	uocv	uocv	ADJ
cet-14975	55	51	.	.	PUNCT
cet-14975	56	1	2.2	2.2	NUM
cet-14975	56	2	ahi	ahi	NOUN
cet-14975	56	3	method	method	NOUN
cet-14975	56	4	to	to	PART
cet-14975	56	5	obtain	obtain	VERB
cet-14975	56	6	the	the	DET
cet-14975	56	7	cumulative	cumulative	ADJ
cet-14975	56	8	current	current	ADJ
cet-14975	56	9	value	value	NOUN
cet-14975	56	10	the	the	DET
cet-14975	56	11	ahi	ahi	NOUN
cet-14975	56	12	method	method	NOUN
cet-14975	56	13	is	be	AUX
cet-14975	56	14	a	a	DET
cet-14975	56	15	method	method	NOUN
cet-14975	56	16	of	of	ADP
cet-14975	56	17	calculating	calculate	VERB
cet-14975	56	18	soc	soc	NOUN
cet-14975	56	19	by	by	ADP
cet-14975	56	20	integrating	integrate	VERB
cet-14975	56	21	the	the	DET
cet-14975	56	22	cumulative	cumulative	ADJ
cet-14975	56	23	battery	battery	NOUN
cet-14975	56	24	current	current	NOUN
cet-14975	56	25	,	,	PUNCT
cet-14975	56	26	which	which	PRON
cet-14975	56	27	is	be	AUX
cet-14975	56	28	expressed	express	VERB
cet-14975	56	29	as	as	SCONJ
cet-14975	56	30	follows	follow	VERB
cet-14975	56	31	𝑆𝑂𝐶	𝑆𝑂𝐶	PROPN
cet-14975	56	32	=	=	SYM
cet-14975	56	33	∫	∫	PROPN
cet-14975	56	34	(	(	PUNCT
cet-14975	56	35	−	−	PROPN
cet-14975	56	36	𝜂	𝜂	PROPN
cet-14975	56	37	𝑄𝑛	𝑄𝑛	PROPN
cet-14975	56	38	)	)	PUNCT
cet-14975	56	39	𝐼(𝑡	𝐼(𝑡	NOUN
cet-14975	56	40	)	)	PUNCT
cet-14975	56	41	𝑡	𝑡	X
cet-14975	56	42	0	0	PUNCT
cet-14975	56	43	+	+	CCONJ
cet-14975	56	44	𝐶	𝐶	PROPN
cet-14975	56	45	(	(	PUNCT
cet-14975	56	46	6	6	NUM
cet-14975	56	47	)	)	PUNCT
cet-14975	56	48	417	417	NUM
cet-14975	56	49	where	where	SCONJ
cet-14975	56	50	η	η	PROPN
cet-14975	56	51	represents	represent	VERB
cet-14975	56	52	the	the	DET
cet-14975	56	53	discharge	discharge	NOUN
cet-14975	56	54	efficiency	efficiency	NOUN
cet-14975	56	55	of	of	ADP
cet-14975	56	56	the	the	DET
cet-14975	56	57	battery	battery	NOUN
cet-14975	56	58	and	and	CCONJ
cet-14975	56	59	qn	qn	NOUN
cet-14975	56	60	represents	represent	VERB
cet-14975	56	61	the	the	DET
cet-14975	56	62	rated	rate	VERB
cet-14975	56	63	capacity	capacity	NOUN
cet-14975	56	64	of	of	ADP
cet-14975	56	65	the	the	DET
cet-14975	56	66	battery	battery	NOUN
cet-14975	56	67	.	.	PUNCT
cet-14975	57	1	from	from	ADP
cet-14975	57	2	the	the	DET
cet-14975	57	3	above	above	ADJ
cet-14975	57	4	equations	equation	NOUN
cet-14975	57	5	,	,	PUNCT
cet-14975	57	6	it	it	PRON
cet-14975	57	7	can	can	AUX
cet-14975	57	8	be	be	AUX
cet-14975	57	9	seen	see	VERB
cet-14975	57	10	that	that	SCONJ
cet-14975	57	11	the	the	DET
cet-14975	57	12	ahi	ahi	NOUN
cet-14975	57	13	method	method	NOUN
cet-14975	57	14	is	be	AUX
cet-14975	57	15	a	a	DET
cet-14975	57	16	simple	simple	ADJ
cet-14975	57	17	and	and	CCONJ
cet-14975	57	18	effective	effective	ADJ
cet-14975	57	19	method	method	NOUN
cet-14975	57	20	for	for	ADP
cet-14975	57	21	calculating	calculate	VERB
cet-14975	57	22	the	the	DET
cet-14975	57	23	soc	soc	NOUN
cet-14975	57	24	.	.	PUNCT
cet-14975	58	1	in	in	ADP
cet-14975	58	2	this	this	DET
cet-14975	58	3	paper	paper	NOUN
cet-14975	58	4	,	,	PUNCT
cet-14975	58	5	the	the	DET
cet-14975	58	6	proposed	propose	VERB
cet-14975	58	7	method	method	NOUN
cet-14975	58	8	is	be	AUX
cet-14975	58	9	to	to	PART
cet-14975	58	10	replace	replace	VERB
cet-14975	58	11	the	the	DET
cet-14975	58	12	current	current	ADJ
cet-14975	58	13	input	input	NOUN
cet-14975	58	14	with	with	ADP
cet-14975	58	15	the	the	DET
cet-14975	58	16	cumulative	cumulative	ADJ
cet-14975	58	17	current	current	ADJ
cet-14975	58	18	input	input	NOUN
cet-14975	58	19	,	,	PUNCT
cet-14975	58	20	so	so	SCONJ
cet-14975	58	21	as	as	SCONJ
cet-14975	58	22	to	to	PART
cet-14975	58	23	obtain	obtain	VERB
cet-14975	58	24	the	the	DET
cet-14975	58	25	integral	integral	ADJ
cet-14975	58	26	information	information	NOUN
cet-14975	58	27	of	of	ADP
cet-14975	58	28	the	the	DET
cet-14975	58	29	current	current	NOUN
cet-14975	58	30	,	,	PUNCT
cet-14975	58	31	which	which	PRON
cet-14975	58	32	further	far	ADV
cet-14975	58	33	helps	help	VERB
cet-14975	58	34	the	the	DET
cet-14975	58	35	neural	neural	ADJ
cet-14975	58	36	network	network	NOUN
cet-14975	58	37	to	to	PART
cet-14975	58	38	learn	learn	VERB
cet-14975	58	39	the	the	DET
cet-14975	58	40	characteristics	characteristic	NOUN
cet-14975	58	41	of	of	ADP
cet-14975	58	42	the	the	DET
cet-14975	58	43	input	input	NOUN
cet-14975	58	44	information	information	NOUN
cet-14975	58	45	.	.	PUNCT
cet-14975	59	1	however	however	ADV
cet-14975	59	2	,	,	PUNCT
cet-14975	59	3	the	the	DET
cet-14975	59	4	ahi	ahi	NOUN
cet-14975	59	5	method	method	NOUN
cet-14975	59	6	itself	itself	PRON
cet-14975	59	7	includes	include	VERB
cet-14975	59	8	some	some	DET
cet-14975	59	9	defects	defect	NOUN
cet-14975	59	10	in	in	ADP
cet-14975	59	11	practical	practical	ADJ
cet-14975	59	12	application	application	NOUN
cet-14975	59	13	,	,	PUNCT
cet-14975	59	14	as	as	SCONJ
cet-14975	59	15	mentioned	mention	VERB
cet-14975	59	16	before	before	SCONJ
cet-14975	59	17	there	there	PRON
cet-14975	59	18	is	be	VERB
cet-14975	59	19	the	the	DET
cet-14975	59	20	effect	effect	NOUN
cet-14975	59	21	of	of	ADP
cet-14975	59	22	cumulative	cumulative	ADJ
cet-14975	59	23	error	error	NOUN
cet-14975	59	24	,	,	PUNCT
cet-14975	59	25	and	and	CCONJ
cet-14975	59	26	the	the	DET
cet-14975	59	27	more	more	ADJ
cet-14975	59	28	to	to	ADP
cet-14975	59	29	the	the	DET
cet-14975	59	30	end	end	NOUN
cet-14975	59	31	of	of	ADP
cet-14975	59	32	the	the	DET
cet-14975	59	33	estimation	estimation	NOUN
cet-14975	59	34	period	period	NOUN
cet-14975	59	35	the	the	PRON
cet-14975	59	36	greater	great	ADJ
cet-14975	59	37	the	the	DET
cet-14975	59	38	error	error	NOUN
cet-14975	59	39	.	.	PUNCT
cet-14975	60	1	therefore	therefore	ADV
cet-14975	60	2	,	,	PUNCT
cet-14975	60	3	in	in	ADP
cet-14975	60	4	this	this	DET
cet-14975	60	5	work	work	NOUN
cet-14975	60	6	,	,	PUNCT
cet-14975	60	7	when	when	SCONJ
cet-14975	60	8	the	the	DET
cet-14975	60	9	ahi	ahi	NOUN
cet-14975	60	10	method	method	NOUN
cet-14975	60	11	is	be	AUX
cet-14975	60	12	used	use	VERB
cet-14975	60	13	to	to	PART
cet-14975	60	14	obtain	obtain	VERB
cet-14975	60	15	the	the	DET
cet-14975	60	16	integral	integral	ADJ
cet-14975	60	17	information	information	NOUN
cet-14975	60	18	of	of	ADP
cet-14975	60	19	the	the	DET
cet-14975	60	20	current	current	NOUN
cet-14975	60	21	,	,	PUNCT
cet-14975	60	22	the	the	DET
cet-14975	60	23	loss	loss	NOUN
cet-14975	60	24	function	function	NOUN
cet-14975	60	25	during	during	ADP
cet-14975	60	26	training	training	NOUN
cet-14975	60	27	will	will	AUX
cet-14975	60	28	be	be	AUX
cet-14975	60	29	modified	modify	VERB
cet-14975	60	30	accordingly	accordingly	ADV
cet-14975	60	31	to	to	PART
cet-14975	60	32	penalize	penalize	VERB
cet-14975	60	33	the	the	DET
cet-14975	60	34	final	final	ADJ
cet-14975	60	35	error	error	NOUN
cet-14975	60	36	offset	offset	NOUN
cet-14975	60	37	term	term	NOUN
cet-14975	60	38	,	,	PUNCT
cet-14975	60	39	so	so	SCONJ
cet-14975	60	40	as	as	SCONJ
cet-14975	60	41	to	to	PART
cet-14975	60	42	improve	improve	VERB
cet-14975	60	43	the	the	DET
cet-14975	60	44	accuracy	accuracy	NOUN
cet-14975	60	45	of	of	ADP
cet-14975	60	46	the	the	DET
cet-14975	60	47	estimation	estimation	NOUN
cet-14975	60	48	.	.	PUNCT
cet-14975	61	1	the	the	DET
cet-14975	61	2	loss	loss	NOUN
cet-14975	61	3	function	function	NOUN
cet-14975	61	4	proposed	propose	VERB
cet-14975	61	5	in	in	ADP
cet-14975	61	6	this	this	DET
cet-14975	61	7	work	work	NOUN
cet-14975	61	8	is	be	AUX
cet-14975	61	9	modified	modify	VERB
cet-14975	61	10	to	to	PART
cet-14975	61	11	add	add	VERB
cet-14975	61	12	a	a	DET
cet-14975	61	13	penalty	penalty	NOUN
cet-14975	61	14	term	term	NOUN
cet-14975	61	15	to	to	ADP
cet-14975	61	16	the	the	DET
cet-14975	61	17	original	original	ADJ
cet-14975	61	18	mean	mean	ADJ
cet-14975	61	19	square	square	NOUN
cet-14975	61	20	error	error	NOUN
cet-14975	61	21	(	(	PUNCT
cet-14975	61	22	mse	mse	NOUN
cet-14975	61	23	)	)	PUNCT
cet-14975	61	24	for	for	ADP
cet-14975	61	25	the	the	DET
cet-14975	61	26	part	part	NOUN
cet-14975	61	27	of	of	ADP
cet-14975	61	28	the	the	DET
cet-14975	61	29	soc	soc	NOUN
cet-14975	61	30	estimate	estimate	NOUN
cet-14975	61	31	that	that	PRON
cet-14975	61	32	is	be	AUX
cet-14975	61	33	lower	low	ADJ
cet-14975	61	34	than	than	ADP
cet-14975	61	35	the	the	DET
cet-14975	61	36	true	true	ADJ
cet-14975	61	37	value	value	NOUN
cet-14975	61	38	to	to	PART
cet-14975	61	39	satisfy	satisfy	VERB
cet-14975	61	40	the	the	DET
cet-14975	61	41	soc	soc	NOUN
cet-14975	61	42	estimate	estimate	NOUN
cet-14975	61	43	,	,	PUNCT
cet-14975	61	44	and	and	CCONJ
cet-14975	61	45	the	the	DET
cet-14975	61	46	original	original	ADJ
cet-14975	61	47	mse	mse	NOUN
cet-14975	61	48	expression	expression	NOUN
cet-14975	61	49	is	be	AUX
cet-14975	61	50	as	as	SCONJ
cet-14975	61	51	follows	follow	VERB
cet-14975	61	52	:	:	PUNCT
cet-14975	61	53	𝑀𝑆𝐸	𝑀𝑆𝐸	PROPN
cet-14975	61	54	=	=	SYM
cet-14975	61	55	1	1	NUM
cet-14975	61	56	𝑛	𝑛	NOUN
cet-14975	61	57	∑(𝑆𝑂𝐶𝑖	∑(𝑆𝑂𝐶𝑖	NOUN
cet-14975	61	58	−	−	PROPN
cet-14975	61	59	𝑆	𝑆	PROPN
cet-14975	61	60	�	�	PROPN
cet-14975	61	61	̂	̂	NOUN
cet-14975	61	62	�	�	NOUN
cet-14975	61	63	𝐶𝑖	𝐶𝑖	NOUN
cet-14975	61	64	)	)	PUNCT
cet-14975	61	65	2	2	NUM
cet-14975	61	66	𝑛	𝑛	DET
cet-14975	61	67	𝑖=1	𝑖=1	PROPN
cet-14975	61	68	(	(	PUNCT
cet-14975	61	69	7	7	NUM
cet-14975	61	70	)	)	PUNCT
cet-14975	61	71	where	where	SCONJ
cet-14975	61	72	n	n	PRON
cet-14975	61	73	denotes	denote	VERB
cet-14975	61	74	the	the	DET
cet-14975	61	75	overall	overall	ADJ
cet-14975	61	76	number	number	NOUN
cet-14975	61	77	of	of	ADP
cet-14975	61	78	samples	sample	NOUN
cet-14975	61	79	,	,	PUNCT
cet-14975	61	80	denotes	denote	VERB
cet-14975	61	81	the	the	DET
cet-14975	61	82	reference	reference	NOUN
cet-14975	61	83	soc	soc	NOUN
cet-14975	61	84	value	value	NOUN
cet-14975	61	85	,	,	PUNCT
cet-14975	61	86	and	and	CCONJ
cet-14975	61	87	is	be	AUX
cet-14975	61	88	the	the	DET
cet-14975	61	89	estimated	estimate	VERB
cet-14975	61	90	value	value	NOUN
cet-14975	61	91	.	.	PUNCT
cet-14975	62	1	the	the	DET
cet-14975	62	2	modified	modify	VERB
cet-14975	62	3	loss	loss	NOUN
cet-14975	62	4	function	function	NOUN
cet-14975	62	5	is	be	AUX
cet-14975	62	6	:	:	PUNCT
cet-14975	62	7	if	if	SCONJ
cet-14975	62	8	(	(	PUNCT
cet-14975	62	9	𝑆	𝑆	PROPN
cet-14975	62	10	�	�	PROPN
cet-14975	62	11	̂	̂	NOUN
cet-14975	62	12	�	�	NOUN
cet-14975	62	13	𝐶𝑖	𝐶𝑖	NOUN
cet-14975	62	14	−	−	NOUN
cet-14975	62	15	𝑆𝑂𝐶𝑖)>0	𝑆𝑂𝐶𝑖)>0	PROPN
cet-14975	62	16	𝐿𝑜𝑠𝑠	𝐿𝑜𝑠𝑠	PROPN
cet-14975	62	17	=	=	PUNCT
cet-14975	62	18	𝑤1	𝑤1	VERB
cet-14975	62	19	1	1	NUM
cet-14975	62	20	𝑛	𝑛	NOUN
cet-14975	62	21	∑(𝑆𝑂𝐶𝑖	∑(𝑆𝑂𝐶𝑖	NOUN
cet-14975	63	1	−	−	PROPN
cet-14975	63	2	𝑆	𝑆	PROPN
cet-14975	63	3	�	�	PROPN
cet-14975	63	4	̂	̂	NOUN
cet-14975	63	5	�	�	NOUN
cet-14975	63	6	𝐶𝑖	𝐶𝑖	NOUN
cet-14975	63	7	)	)	PUNCT
cet-14975	63	8	2	2	NUM
cet-14975	63	9	𝑛	𝑛	DET
cet-14975	63	10	𝑖=1	𝑖=1	PROPN
cet-14975	63	11	(	(	PUNCT
cet-14975	63	12	8)	8)	X
cet-14975	63	13	else	else	ADV
cet-14975	63	14	𝐿𝑜𝑠𝑠	𝐿𝑜𝑠𝑠	PROPN
cet-14975	63	15	=	=	PUNCT
cet-14975	63	16	𝑤2	𝑤2	PROPN
cet-14975	63	17	1	1	NUM
cet-14975	63	18	𝑛	𝑛	NOUN
cet-14975	63	19	∑(𝑆𝑂𝐶𝑖	∑(𝑆𝑂𝐶𝑖	NOUN
cet-14975	64	1	−	−	PROPN
cet-14975	64	2	𝑆	𝑆	PROPN
cet-14975	64	3	�	�	PROPN
cet-14975	64	4	̂	̂	NOUN
cet-14975	64	5	�	�	NOUN
cet-14975	64	6	𝐶𝑖	𝐶𝑖	NOUN
cet-14975	64	7	)	)	PUNCT
cet-14975	64	8	2	2	NUM
cet-14975	64	9	𝑛	𝑛	PROPN
cet-14975	64	10	𝑖=1	𝑖=1	PROPN
cet-14975	64	11	(	(	PUNCT
cet-14975	64	12	9	9	NUM
cet-14975	64	13	)	)	PUNCT
cet-14975	64	14	where	where	SCONJ
cet-14975	64	15	w1	w1	NOUN
cet-14975	64	16	and	and	CCONJ
cet-14975	64	17	w2	w2	NOUN
cet-14975	64	18	are	be	AUX
cet-14975	64	19	both	both	DET
cet-14975	64	20	user	user	NOUN
cet-14975	64	21	-	-	PUNCT
cet-14975	64	22	defined	define	VERB
cet-14975	64	23	parameters	parameter	NOUN
cet-14975	64	24	and	and	CCONJ
cet-14975	64	25	w1	w1	NOUN
cet-14975	64	26	<	<	X
cet-14975	64	27	w2	w2	NOUN
cet-14975	64	28	.	.	PUNCT
cet-14975	65	1	2.3	2.3	NUM
cet-14975	65	2	data	data	NOUN
cet-14975	65	3	sets	set	NOUN
cet-14975	65	4	and	and	CCONJ
cet-14975	65	5	evaluation	evaluation	NOUN
cet-14975	65	6	indicators	indicator	NOUN
cet-14975	65	7	the	the	DET
cet-14975	65	8	publicly	publicly	ADV
cet-14975	65	9	available	available	ADJ
cet-14975	65	10	dataset	dataset	NOUN
cet-14975	65	11	used	use	VERB
cet-14975	65	12	in	in	ADP
cet-14975	65	13	this	this	DET
cet-14975	65	14	work	work	NOUN
cet-14975	65	15	was	be	AUX
cet-14975	65	16	experimentally	experimentally	ADV
cet-14975	65	17	measured	measure	VERB
cet-14975	65	18	by	by	ADP
cet-14975	65	19	dr	dr	PROPN
cet-14975	65	20	.	.	PROPN
cet-14975	65	21	phillip	phillip	PROPN
cet-14975	65	22	kollmeyer	kollmeyer	PROPN
cet-14975	65	23	(	(	PUNCT
cet-14975	65	24	phillip.kollmeyer@gmail.com	phillip.kollmeyer@gmail.com	NOUN
cet-14975	65	25	)	)	PUNCT
cet-14975	65	26	of	of	ADP
cet-14975	65	27	the	the	DET
cet-14975	65	28	university	university	PROPN
cet-14975	65	29	of	of	ADP
cet-14975	65	30	wisconsin	wisconsin	PROPN
cet-14975	65	31	-	-	PUNCT
cet-14975	65	32	madison	madison	PROPN
cet-14975	65	33	.	.	PUNCT
cet-14975	66	1	the	the	DET
cet-14975	66	2	battery	battery	NOUN
cet-14975	66	3	model	model	NOUN
cet-14975	66	4	used	use	VERB
cet-14975	66	5	for	for	ADP
cet-14975	66	6	the	the	DET
cet-14975	66	7	experiments	experiment	NOUN
cet-14975	66	8	is	be	AUX
cet-14975	66	9	panasonic	panasonic	NOUN
cet-14975	66	10	's	's	PART
cet-14975	66	11	18650pf	18650pf	PROPN
cet-14975	66	12	battery	battery	NOUN
cet-14975	66	13	with	with	ADP
cet-14975	66	14	a	a	DET
cet-14975	66	15	rated	rate	VERB
cet-14975	66	16	capacity	capacity	NOUN
cet-14975	66	17	of	of	ADP
cet-14975	66	18	2.9ah	2.9ah	NUM
cet-14975	66	19	.	.	PUNCT
cet-14975	67	1	it	it	PRON
cet-14975	67	2	contains	contain	VERB
cet-14975	67	3	a	a	DET
cet-14975	67	4	test	test	NOUN
cet-14975	67	5	temperature	temperature	NOUN
cet-14975	67	6	range	range	NOUN
cet-14975	67	7	of	of	ADP
cet-14975	67	8	-20~25	-20~25	PROPN
cet-14975	67	9	°	°	PROPN
cet-14975	67	10	c	c	NOUN
cet-14975	67	11	,	,	PUNCT
cet-14975	67	12	and	and	CCONJ
cet-14975	67	13	the	the	DET
cet-14975	67	14	test	test	NOUN
cet-14975	67	15	conditions	condition	NOUN
cet-14975	67	16	also	also	ADV
cet-14975	67	17	contain	contain	VERB
cet-14975	67	18	a	a	DET
cet-14975	67	19	variety	variety	NOUN
cet-14975	67	20	of	of	ADP
cet-14975	67	21	conditions	condition	NOUN
cet-14975	67	22	such	such	ADJ
cet-14975	67	23	as	as	ADP
cet-14975	67	24	us06	us06	PROPN
cet-14975	67	25	,	,	PUNCT
cet-14975	67	26	hwfet	hwfet	PROPN
cet-14975	67	27	,	,	PUNCT
cet-14975	67	28	udds	udd	NOUN
cet-14975	67	29	,	,	PUNCT
cet-14975	67	30	la92	la92	PROPN
cet-14975	67	31	,	,	PUNCT
cet-14975	67	32	and	and	CCONJ
cet-14975	67	33	their	their	PRON
cet-14975	67	34	combinations	combination	NOUN
cet-14975	67	35	,	,	PUNCT
cet-14975	67	36	which	which	PRON
cet-14975	67	37	satisfy	satisfy	VERB
cet-14975	67	38	the	the	DET
cet-14975	67	39	experimental	experimental	ADJ
cet-14975	67	40	needs	need	NOUN
cet-14975	67	41	of	of	ADP
cet-14975	67	42	this	this	DET
cet-14975	67	43	work	work	NOUN
cet-14975	67	44	.	.	PUNCT
cet-14975	68	1	in	in	ADP
cet-14975	68	2	order	order	NOUN
cet-14975	68	3	to	to	PART
cet-14975	68	4	evaluate	evaluate	VERB
cet-14975	68	5	the	the	DET
cet-14975	68	6	soc	soc	NOUN
cet-14975	68	7	estimation	estimation	NOUN
cet-14975	68	8	performance	performance	NOUN
cet-14975	68	9	of	of	ADP
cet-14975	68	10	the	the	DET
cet-14975	68	11	proposed	propose	VERB
cet-14975	68	12	method	method	NOUN
cet-14975	68	13	,	,	PUNCT
cet-14975	68	14	the	the	DET
cet-14975	68	15	rmse	rmse	NOUN
cet-14975	68	16	and	and	CCONJ
cet-14975	68	17	mae	mae	PROPN
cet-14975	68	18	expressions	expression	NOUN
cet-14975	68	19	used	use	VERB
cet-14975	68	20	are	be	AUX
cet-14975	68	21	as	as	SCONJ
cet-14975	68	22	follows	follow	VERB
cet-14975	68	23	:	:	PUNCT
cet-14975	68	24	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	NOUN
cet-14975	68	25	=	=	NOUN
cet-14975	68	26	√	√	ADP
cet-14975	68	27	1	1	NUM
cet-14975	68	28	𝑛	𝑛	NOUN
cet-14975	68	29	∑(𝑆𝑂𝐶𝑖	∑(𝑆𝑂𝐶𝑖	NOUN
cet-14975	68	30	−	−	PROPN
cet-14975	68	31	𝑆	𝑆	PROPN
cet-14975	68	32	�	�	PROPN
cet-14975	68	33	̂	̂	NOUN
cet-14975	68	34	�	�	NOUN
cet-14975	68	35	𝐶𝑖	𝐶𝑖	NOUN
cet-14975	68	36	)	)	PUNCT
cet-14975	68	37	2	2	NUM
cet-14975	68	38	𝑛	𝑛	DET
cet-14975	68	39	𝑖=1	𝑖=1	PROPN
cet-14975	68	40	(	(	PUNCT
cet-14975	68	41	10	10	NUM
cet-14975	68	42	)	)	PUNCT
cet-14975	68	43	𝑀𝐴𝐸	𝑀𝐴𝐸	NOUN
cet-14975	68	44	=	=	SYM
cet-14975	68	45	1	1	NUM
cet-14975	68	46	𝑛	𝑛	DET
cet-14975	68	47	∑|(𝑆𝑂𝐶𝑖	∑|(𝑆𝑂𝐶𝑖	NUM
cet-14975	68	48	−	−	PROPN
cet-14975	68	49	𝑆	𝑆	PROPN
cet-14975	68	50	�	�	PROPN
cet-14975	68	51	̂	̂	VERB
cet-14975	68	52	�	�	NOUN
cet-14975	68	53	𝐶𝑖|	𝐶𝑖|	ADP
cet-14975	68	54	𝑛	𝑛	PRON
cet-14975	68	55	𝑖=1	𝑖=1	PROPN
cet-14975	68	56	(	(	PUNCT
cet-14975	68	57	11	11	NUM
cet-14975	68	58	)	)	PUNCT
cet-14975	68	59	the	the	DET
cet-14975	68	60	rmse	rmse	NOUN
cet-14975	68	61	assesses	assess	VERB
cet-14975	68	62	the	the	DET
cet-14975	68	63	standard	standard	ADJ
cet-14975	68	64	deviation	deviation	NOUN
cet-14975	68	65	of	of	ADP
cet-14975	68	66	the	the	DET
cet-14975	68	67	estimation	estimation	NOUN
cet-14975	68	68	error	error	NOUN
cet-14975	68	69	,	,	PUNCT
cet-14975	68	70	while	while	SCONJ
cet-14975	68	71	the	the	DET
cet-14975	68	72	mae	mae	PROPN
cet-14975	68	73	assesses	assess	VERB
cet-14975	68	74	the	the	DET
cet-14975	68	75	robustness	robustness	NOUN
cet-14975	68	76	of	of	ADP
cet-14975	68	77	the	the	DET
cet-14975	68	78	model	model	NOUN
cet-14975	68	79	.	.	PUNCT
cet-14975	69	1	3	3	X
cet-14975	69	2	.	.	NOUN
cet-14975	69	3	results	result	NOUN
cet-14975	69	4	and	and	CCONJ
cet-14975	69	5	discussion	discussion	NOUN
cet-14975	69	6	this	this	DET
cet-14975	69	7	section	section	NOUN
cet-14975	69	8	first	first	ADV
cet-14975	69	9	validates	validate	VERB
cet-14975	69	10	and	and	CCONJ
cet-14975	69	11	discusses	discuss	VERB
cet-14975	69	12	the	the	DET
cet-14975	69	13	results	result	NOUN
cet-14975	69	14	of	of	ADP
cet-14975	69	15	the	the	DET
cet-14975	69	16	method	method	NOUN
cet-14975	69	17	proposed	propose	VERB
cet-14975	69	18	on	on	ADP
cet-14975	69	19	the	the	DET
cet-14975	69	20	dataset	dataset	NOUN
cet-14975	69	21	collected	collect	VERB
cet-14975	69	22	at	at	ADP
cet-14975	69	23	25	25	NUM
cet-14975	69	24	°	°	NOUN
cet-14975	69	25	c	c	NOUN
cet-14975	69	26	in	in	ADP
cet-14975	69	27	the	the	DET
cet-14975	69	28	battery	battery	NOUN
cet-14975	69	29	and	and	CCONJ
cet-14975	69	30	then	then	ADV
cet-14975	69	31	discusses	discuss	VERB
cet-14975	69	32	the	the	DET
cet-14975	69	33	results	result	NOUN
cet-14975	69	34	under	under	ADP
cet-14975	69	35	different	different	ADJ
cet-14975	69	36	test	test	NOUN
cet-14975	69	37	conditions	condition	NOUN
cet-14975	69	38	.	.	PUNCT
cet-14975	70	1	3.1	3.1	NUM
cet-14975	70	2	soc	soc	NOUN
cet-14975	70	3	estimation	estimation	NOUN
cet-14975	70	4	results	result	NOUN
cet-14975	70	5	at	at	ADP
cet-14975	70	6	25	25	NUM
cet-14975	70	7	°	°	NOUN
cet-14975	70	8	c	c	NOUN
cet-14975	70	9	as	as	SCONJ
cet-14975	70	10	shown	show	VERB
cet-14975	70	11	in	in	ADP
cet-14975	70	12	figure	figure	NOUN
cet-14975	70	13	3	3	NUM
cet-14975	70	14	,	,	PUNCT
cet-14975	70	15	the	the	DET
cet-14975	70	16	soc	soc	NOUN
cet-14975	70	17	estimation	estimation	NOUN
cet-14975	70	18	results	result	NOUN
cet-14975	70	19	of	of	ADP
cet-14975	70	20	the	the	DET
cet-14975	70	21	proposed	propose	VERB
cet-14975	70	22	method	method	NOUN
cet-14975	70	23	at	at	ADP
cet-14975	70	24	25	25	NUM
cet-14975	70	25	°	°	NOUN
cet-14975	70	26	c	c	NOUN
cet-14975	70	27	are	be	AUX
cet-14975	70	28	first	first	ADV
cet-14975	70	29	validated	validate	VERB
cet-14975	70	30	.	.	PUNCT
cet-14975	71	1	as	as	ADP
cet-14975	71	2	a	a	DET
cet-14975	71	3	comparison	comparison	NOUN
cet-14975	71	4	,	,	PUNCT
cet-14975	71	5	the	the	DET
cet-14975	71	6	lstm	lstm	PROPN
cet-14975	71	7	estimation	estimation	NOUN
cet-14975	71	8	model	model	NOUN
cet-14975	71	9	with	with	ADP
cet-14975	71	10	only	only	ADV
cet-14975	71	11	three	three	NUM
cet-14975	71	12	inputs	input	NOUN
cet-14975	71	13	of	of	ADP
cet-14975	71	14	current	current	ADJ
cet-14975	71	15	,	,	PUNCT
cet-14975	71	16	voltage	voltage	NOUN
cet-14975	71	17	and	and	CCONJ
cet-14975	71	18	temperature	temperature	NOUN
cet-14975	71	19	are	be	AUX
cet-14975	71	20	used	use	VERB
cet-14975	71	21	as	as	ADP
cet-14975	71	22	a	a	DET
cet-14975	71	23	benchmark	benchmark	NOUN
cet-14975	71	24	and	and	CCONJ
cet-14975	71	25	is	be	AUX
cet-14975	71	26	denoted	denote	VERB
cet-14975	71	27	as	as	ADP
cet-14975	71	28	lstm	lstm	PROPN
cet-14975	71	29	.	.	PUNCT
cet-14975	72	1	the	the	DET
cet-14975	72	2	estimation	estimation	NOUN
cet-14975	72	3	model	model	NOUN
cet-14975	72	4	using	use	VERB
cet-14975	72	5	the	the	DET
cet-14975	72	6	open	open	ADJ
cet-14975	72	7	circuit	circuit	NOUN
cet-14975	72	8	voltage	voltage	NOUN
cet-14975	72	9	parameter	parameter	NOUN
cet-14975	72	10	is	be	AUX
cet-14975	72	11	labeled	label	VERB
cet-14975	72	12	as	as	ADP
cet-14975	72	13	lstm-1	lstm-1	PROPN
cet-14975	72	14	,	,	PUNCT
cet-14975	72	15	the	the	DET
cet-14975	72	16	estimation	estimation	NOUN
cet-14975	72	17	model	model	NOUN
cet-14975	72	18	using	use	VERB
cet-14975	72	19	the	the	DET
cet-14975	72	20	cumulative	cumulative	ADJ
cet-14975	72	21	current	current	NOUN
cet-14975	72	22	and	and	CCONJ
cet-14975	72	23	the	the	DET
cet-14975	72	24	loss	loss	NOUN
cet-14975	72	25	function	function	NOUN
cet-14975	72	26	is	be	AUX
cet-14975	72	27	labeled	label	VERB
cet-14975	72	28	as	as	ADP
cet-14975	72	29	lstm-2	lstm-2	NOUN
cet-14975	72	30	,	,	PUNCT
cet-14975	72	31	and	and	CCONJ
cet-14975	72	32	the	the	DET
cet-14975	72	33	estimation	estimation	NOUN
cet-14975	72	34	models	model	NOUN
cet-14975	72	35	that	that	PRON
cet-14975	72	36	are	be	AUX
cet-14975	72	37	used	use	VERB
cet-14975	72	38	by	by	ADP
cet-14975	72	39	all	all	DET
cet-14975	72	40	the	the	DET
cet-14975	72	41	improved	improved	ADJ
cet-14975	72	42	methods	method	NOUN
cet-14975	72	43	are	be	AUX
cet-14975	72	44	denoted	denote	VERB
cet-14975	72	45	as	as	ADP
cet-14975	72	46	lstm-1&2	lstm-1&2	PROPN
cet-14975	72	47	.	.	PUNCT
cet-14975	73	1	a	a	DET
cet-14975	73	2	total	total	NOUN
cet-14975	73	3	of	of	ADP
cet-14975	73	4	four	four	NUM
cet-14975	73	5	operating	operating	NOUN
cet-14975	73	6	conditions	condition	NOUN
cet-14975	73	7	including	include	VERB
cet-14975	73	8	us06	us06	PROPN
cet-14975	73	9	,	,	PUNCT
cet-14975	73	10	hwfet	hwfet	PROPN
cet-14975	73	11	,	,	PUNCT
cet-14975	73	12	udds	udd	NOUN
cet-14975	73	13	,	,	PUNCT
cet-14975	73	14	la92	la92	PROPN
cet-14975	73	15	are	be	AUX
cet-14975	73	16	used	use	VERB
cet-14975	73	17	for	for	ADP
cet-14975	73	18	testing	testing	NOUN
cet-14975	73	19	,	,	PUNCT
cet-14975	73	20	where	where	SCONJ
cet-14975	73	21	the	the	DET
cet-14975	73	22	training	training	NOUN
cet-14975	73	23	set	set	NOUN
cet-14975	73	24	is	be	AUX
cet-14975	73	25	the	the	DET
cet-14975	73	26	418	418	NUM
cet-14975	73	27	first	first	ADJ
cet-14975	73	28	three	three	NUM
cet-14975	73	29	cycles	cycle	NOUN
cet-14975	73	30	of	of	ADP
cet-14975	73	31	cycle1	cycle1	PROPN
cet-14975	73	32	~	~	SYM
cet-14975	73	33	cycle4	cycle4	NOUN
cet-14975	73	34	(	(	PUNCT
cet-14975	73	35	which	which	PRON
cet-14975	73	36	is	be	AUX
cet-14975	73	37	a	a	DET
cet-14975	73	38	mix	mix	NOUN
cet-14975	73	39	of	of	ADP
cet-14975	73	40	the	the	DET
cet-14975	73	41	four	four	NUM
cet-14975	73	42	batches	batch	NOUN
cet-14975	73	43	of	of	ADP
cet-14975	73	44	data	datum	NOUN
cet-14975	73	45	for	for	ADP
cet-14975	73	46	the	the	DET
cet-14975	73	47	four	four	NUM
cet-14975	73	48	operating	operating	NOUN
cet-14975	73	49	conditions	condition	NOUN
cet-14975	73	50	)	)	PUNCT
cet-14975	73	51	,	,	PUNCT
cet-14975	73	52	the	the	DET
cet-14975	73	53	validation	validation	NOUN
cet-14975	73	54	set	set	NOUN
cet-14975	73	55	is	be	AUX
cet-14975	73	56	the	the	DET
cet-14975	73	57	remaining	remain	VERB
cet-14975	73	58	cycle4	cycle4	NOUN
cet-14975	73	59	,	,	PUNCT
cet-14975	73	60	and	and	CCONJ
cet-14975	73	61	the	the	DET
cet-14975	73	62	test	test	NOUN
cet-14975	73	63	set	set	NOUN
cet-14975	73	64	is	be	AUX
cet-14975	73	65	neural	neural	ADJ
cet-14975	73	66	network	network	NOUN
cet-14975	73	67	(	(	PUNCT
cet-14975	73	68	nn	nn	NOUN
cet-14975	73	69	)	)	PUNCT
cet-14975	73	70	drive	drive	NOUN
cet-14975	73	71	cycles	cycle	NOUN
cet-14975	73	72	.	.	PUNCT
cet-14975	74	1	table	table	NOUN
cet-14975	74	2	1	1	NUM
cet-14975	74	3	demonstrates	demonstrate	VERB
cet-14975	74	4	the	the	DET
cet-14975	74	5	estimation	estimation	NOUN
cet-14975	74	6	results	result	NOUN
cet-14975	74	7	of	of	ADP
cet-14975	74	8	the	the	DET
cet-14975	74	9	proposed	propose	VERB
cet-14975	74	10	method	method	NOUN
cet-14975	74	11	.	.	PUNCT
cet-14975	75	1	it	it	PRON
cet-14975	75	2	can	can	AUX
cet-14975	75	3	be	be	AUX
cet-14975	75	4	seen	see	VERB
cet-14975	75	5	that	that	SCONJ
cet-14975	75	6	the	the	DET
cet-14975	75	7	traditional	traditional	ADJ
cet-14975	75	8	currentvoltage	currentvoltage	NOUN
cet-14975	75	9	-	-	PUNCT
cet-14975	75	10	temperature	temperature	NOUN
cet-14975	75	11	based	base	VERB
cet-14975	75	12	three	three	NUM
cet-14975	75	13	-	-	PUNCT
cet-14975	75	14	input	input	NOUN
cet-14975	75	15	lstm	lstm	NOUN
cet-14975	75	16	has	have	VERB
cet-14975	75	17	an	an	DET
cet-14975	75	18	rmse	rmse	NOUN
cet-14975	75	19	as	as	ADV
cet-14975	75	20	high	high	ADJ
cet-14975	75	21	as	as	ADP
cet-14975	75	22	2.639	2.639	NUM
cet-14975	75	23	%	%	NOUN
cet-14975	75	24	and	and	CCONJ
cet-14975	75	25	it	it	PRON
cet-14975	75	26	can	can	AUX
cet-14975	75	27	be	be	AUX
cet-14975	75	28	observed	observe	VERB
cet-14975	75	29	from	from	ADP
cet-14975	75	30	the	the	DET
cet-14975	75	31	graphs	graph	NOUN
cet-14975	75	32	that	that	SCONJ
cet-14975	75	33	the	the	DET
cet-14975	75	34	estimation	estimation	NOUN
cet-14975	75	35	fluctuates	fluctuate	VERB
cet-14975	75	36	a	a	DET
cet-14975	75	37	lot	lot	NOUN
cet-14975	75	38	and	and	CCONJ
cet-14975	75	39	the	the	DET
cet-14975	75	40	results	result	NOUN
cet-14975	75	41	are	be	AUX
cet-14975	75	42	not	not	PART
cet-14975	75	43	so	so	ADV
cet-14975	75	44	accurate	accurate	ADJ
cet-14975	75	45	.	.	PUNCT
cet-14975	76	1	whereas	whereas	SCONJ
cet-14975	76	2	the	the	DET
cet-14975	76	3	rmse	rmse	NOUN
cet-14975	76	4	of	of	ADP
cet-14975	76	5	lstm1	lstm1	NOUN
cet-14975	76	6	with	with	ADP
cet-14975	76	7	extended	extend	VERB
cet-14975	76	8	open	open	ADJ
cet-14975	76	9	circuit	circuit	NOUN
cet-14975	76	10	voltage	voltage	NOUN
cet-14975	76	11	input	input	NOUN
cet-14975	76	12	is	be	AUX
cet-14975	76	13	1.857	1.857	NUM
cet-14975	76	14	%	%	NOUN
cet-14975	76	15	and	and	CCONJ
cet-14975	76	16	the	the	DET
cet-14975	76	17	corresponding	corresponding	ADJ
cet-14975	76	18	rmse	rmse	NOUN
cet-14975	76	19	of	of	ADP
cet-14975	76	20	lstm-2	lstm-2	PROPN
cet-14975	76	21	is	be	AUX
cet-14975	76	22	1.521	1.521	NUM
cet-14975	76	23	%	%	NOUN
cet-14975	76	24	,	,	PUNCT
cet-14975	76	25	the	the	DET
cet-14975	76	26	smallest	small	ADJ
cet-14975	76	27	rmse	rmse	NOUN
cet-14975	76	28	is	be	AUX
cet-14975	76	29	only	only	ADV
cet-14975	76	30	0.726	0.726	NUM
cet-14975	76	31	%	%	NOUN
cet-14975	76	32	for	for	ADP
cet-14975	76	33	lstm-1&2	lstm-1&2	NOUN
cet-14975	76	34	using	use	VERB
cet-14975	76	35	both	both	CCONJ
cet-14975	76	36	the	the	DET
cet-14975	76	37	improved	improved	ADJ
cet-14975	76	38	methods	method	NOUN
cet-14975	76	39	.	.	PUNCT
cet-14975	77	1	the	the	DET
cet-14975	77	2	proposed	propose	VERB
cet-14975	77	3	method	method	NOUN
cet-14975	77	4	can	can	AUX
cet-14975	77	5	be	be	AUX
cet-14975	77	6	considered	consider	VERB
cet-14975	77	7	valid	valid	ADJ
cet-14975	77	8	for	for	ADP
cet-14975	77	9	the	the	DET
cet-14975	77	10	current	current	ADJ
cet-14975	77	11	test	test	NOUN
cet-14975	77	12	.	.	PUNCT
cet-14975	78	1	figure	figure	VERB
cet-14975	78	2	3	3	NUM
cet-14975	78	3	:	:	PUNCT
cet-14975	78	4	soc	soc	NOUN
cet-14975	78	5	estimation	estimation	NOUN
cet-14975	78	6	results	result	NOUN
cet-14975	78	7	and	and	CCONJ
cet-14975	78	8	errors	error	NOUN
cet-14975	78	9	at	at	ADP
cet-14975	78	10	25	25	NUM
cet-14975	78	11	℃	℃	PROPN
cet-14975	78	12	.	.	PUNCT
cet-14975	79	1	the	the	DET
cet-14975	79	2	markers	marker	NOUN
cet-14975	79	3	a	a	PRON
cet-14975	79	4	to	to	ADP
cet-14975	79	5	d	d	PROPN
cet-14975	79	6	represent	represent	VERB
cet-14975	79	7	lstm	lstm	PROPN
cet-14975	79	8	,	,	PUNCT
cet-14975	79	9	lstm-1	lstm-1	PROPN
cet-14975	79	10	,	,	PUNCT
cet-14975	79	11	lstm-2	lstm-2	PROPN
cet-14975	79	12	and	and	CCONJ
cet-14975	79	13	lstm-1&2	lstm-1&2	NOUN
cet-14975	79	14	models	model	NOUN
cet-14975	79	15	table	table	VERB
cet-14975	79	16	1	1	NUM
cet-14975	79	17	:	:	PUNCT
cet-14975	79	18	the	the	DET
cet-14975	79	19	rmse	rmse	NOUN
cet-14975	79	20	and	and	CCONJ
cet-14975	79	21	mae	mae	PROPN
cet-14975	79	22	of	of	ADP
cet-14975	79	23	different	different	ADJ
cet-14975	79	24	soc	soc	NOUN
cet-14975	79	25	estimation	estimation	NOUN
cet-14975	79	26	methods	method	NOUN
cet-14975	79	27	item	item	VERB
cet-14975	79	28	lstm	lstm	PROPN
cet-14975	79	29	lstm-1	lstm-1	PROPN
cet-14975	79	30	lstm-2	lstm-2	PROPN
cet-14975	79	31	lstm-1&2	lstm-1&2	VERB
cet-14975	79	32	rmse/%	rmse/%	NOUN
cet-14975	79	33	2.639	2.639	NUM
cet-14975	79	34	2.121	2.121	NUM
cet-14975	79	35	1.490	1.490	NUM
cet-14975	79	36	0.726	0.726	NUM
cet-14975	79	37	mae/%	mae/%	NOUN
cet-14975	79	38	2.035	2.035	NUM
cet-14975	79	39	1.706	1.706	NUM
cet-14975	79	40	1.018	1.018	NUM
cet-14975	79	41	0.565	0.565	NUM
cet-14975	79	42	3.2	3.2	NUM
cet-14975	79	43	comparison	comparison	NOUN
cet-14975	79	44	of	of	ADP
cet-14975	79	45	different	different	ADJ
cet-14975	79	46	test	test	NOUN
cet-14975	79	47	conditions	condition	NOUN
cet-14975	79	48	in	in	ADP
cet-14975	79	49	the	the	DET
cet-14975	79	50	previous	previous	ADJ
cet-14975	79	51	section	section	NOUN
cet-14975	79	52	,	,	PUNCT
cet-14975	79	53	when	when	SCONJ
cet-14975	79	54	dividing	divide	VERB
cet-14975	79	55	the	the	DET
cet-14975	79	56	training	training	NOUN
cet-14975	79	57	and	and	CCONJ
cet-14975	79	58	testing	testing	NOUN
cet-14975	79	59	sets	set	NOUN
cet-14975	79	60	,	,	PUNCT
cet-14975	79	61	cycle1~4	cycle1~4	NUM
cet-14975	79	62	are	be	AUX
cet-14975	79	63	used	use	VERB
cet-14975	79	64	for	for	ADP
cet-14975	79	65	training	training	NOUN
cet-14975	79	66	and	and	CCONJ
cet-14975	79	67	nn	nn	PROPN
cet-14975	79	68	for	for	ADP
cet-14975	79	69	testing	testing	NOUN
cet-14975	79	70	.	.	PUNCT
cet-14975	80	1	a	a	DET
cet-14975	80	2	comparison	comparison	NOUN
cet-14975	80	3	experiment	experiment	NOUN
cet-14975	80	4	is	be	AUX
cet-14975	80	5	carried	carry	VERB
cet-14975	80	6	out	out	ADP
cet-14975	80	7	in	in	ADP
cet-14975	80	8	which	which	PRON
cet-14975	80	9	cycle1~4	cycle1~4	NOUN
cet-14975	80	10	are	be	AUX
cet-14975	80	11	used	use	VERB
cet-14975	80	12	as	as	ADP
cet-14975	80	13	the	the	DET
cet-14975	80	14	test	test	NOUN
cet-14975	80	15	conditions	condition	NOUN
cet-14975	80	16	and	and	CCONJ
cet-14975	80	17	the	the	DET
cet-14975	80	18	rest	rest	NOUN
cet-14975	80	19	are	be	AUX
cet-14975	80	20	used	use	VERB
cet-14975	80	21	as	as	ADP
cet-14975	80	22	the	the	DET
cet-14975	80	23	training	training	NOUN
cet-14975	80	24	data	datum	NOUN
cet-14975	80	25	in	in	ADP
cet-14975	80	26	order	order	NOUN
cet-14975	80	27	to	to	PART
cet-14975	80	28	analyze	analyze	VERB
cet-14975	80	29	the	the	DET
cet-14975	80	30	effect	effect	NOUN
cet-14975	80	31	of	of	ADP
cet-14975	80	32	the	the	DET
cet-14975	80	33	proposed	propose	VERB
cet-14975	80	34	method	method	NOUN
cet-14975	80	35	under	under	ADP
cet-14975	80	36	different	different	ADJ
cet-14975	80	37	working	work	VERB
cet-14975	80	38	conditions	condition	NOUN
cet-14975	80	39	.	.	PUNCT
cet-14975	81	1	the	the	DET
cet-14975	81	2	specific	specific	ADJ
cet-14975	81	3	estimation	estimation	NOUN
cet-14975	81	4	results	result	NOUN
cet-14975	81	5	are	be	AUX
cet-14975	81	6	shown	show	VERB
cet-14975	81	7	in	in	ADP
cet-14975	81	8	figure	figure	NOUN
cet-14975	81	9	4	4	NUM
cet-14975	81	10	.	.	PUNCT
cet-14975	82	1	the	the	DET
cet-14975	82	2	corresponding	correspond	VERB
cet-14975	82	3	evaluation	evaluation	NOUN
cet-14975	82	4	indicators	indicator	NOUN
cet-14975	82	5	are	be	AUX
cet-14975	82	6	shown	show	VERB
cet-14975	82	7	in	in	ADP
cet-14975	82	8	table	table	NOUN
cet-14975	82	9	2	2	NUM
cet-14975	82	10	.	.	PUNCT
cet-14975	83	1	it	it	PRON
cet-14975	83	2	can	can	AUX
cet-14975	83	3	be	be	AUX
cet-14975	83	4	seen	see	VERB
cet-14975	83	5	that	that	SCONJ
cet-14975	83	6	neither	neither	CCONJ
cet-14975	83	7	cycle1	cycle1	PROPN
cet-14975	83	8	,	,	PUNCT
cet-14975	83	9	cycle2	cycle2	PROPN
cet-14975	83	10	,	,	PUNCT
cet-14975	83	11	cycle3	cycle3	PROPN
cet-14975	83	12	nor	nor	CCONJ
cet-14975	83	13	cycle4	cycle4	NOUN
cet-14975	83	14	obtains	obtain	VERB
cet-14975	83	15	higher	high	ADJ
cet-14975	83	16	accuracy	accuracy	NOUN
cet-14975	83	17	than	than	ADP
cet-14975	83	18	the	the	DET
cet-14975	83	19	three	three	NUM
cet-14975	83	20	-	-	PUNCT
cet-14975	83	21	input	input	NOUN
cet-14975	83	22	lstm	lstm	NOUN
cet-14975	83	23	estimation	estimation	NOUN
cet-14975	83	24	model	model	NOUN
cet-14975	83	25	in	in	ADP
cet-14975	83	26	the	the	DET
cet-14975	83	27	proposed	propose	VERB
cet-14975	83	28	method	method	NOUN
cet-14975	83	29	.	.	PUNCT
cet-14975	84	1	figure	figure	VERB
cet-14975	84	2	4	4	NUM
cet-14975	84	3	:	:	PUNCT
cet-14975	84	4	soc	soc	NOUN
cet-14975	84	5	estimation	estimation	NOUN
cet-14975	84	6	results	result	NOUN
cet-14975	84	7	under	under	ADP
cet-14975	84	8	different	different	ADJ
cet-14975	84	9	test	test	NOUN
cet-14975	84	10	conditions	condition	NOUN
cet-14975	84	11	.	.	PUNCT
cet-14975	85	1	the	the	DET
cet-14975	85	2	left	left	ADJ
cet-14975	85	3	sides	side	NOUN
cet-14975	85	4	show	show	VERB
cet-14975	85	5	the	the	DET
cet-14975	85	6	estimation	estimation	NOUN
cet-14975	85	7	results	result	NOUN
cet-14975	85	8	of	of	ADP
cet-14975	85	9	the	the	DET
cet-14975	85	10	three	three	NUM
cet-14975	85	11	-	-	PUNCT
cet-14975	85	12	input	input	NOUN
cet-14975	85	13	lstm	lstm	NOUN
cet-14975	85	14	,	,	PUNCT
cet-14975	85	15	and	and	CCONJ
cet-14975	85	16	the	the	DET
cet-14975	85	17	right	right	ADJ
cet-14975	85	18	sides	side	NOUN
cet-14975	85	19	show	show	VERB
cet-14975	85	20	the	the	DET
cet-14975	85	21	estimation	estimation	NOUN
cet-14975	85	22	results	result	NOUN
cet-14975	85	23	of	of	ADP
cet-14975	85	24	the	the	DET
cet-14975	85	25	proposed	propose	VERB
cet-14975	85	26	method	method	NOUN
cet-14975	85	27	.	.	PUNCT
cet-14975	86	1	and	and	CCONJ
cet-14975	86	2	a	a	DET
cet-14975	86	3	to	to	PART
cet-14975	86	4	b	b	NOUN
cet-14975	86	5	denote	denote	VERB
cet-14975	86	6	the	the	DET
cet-14975	86	7	test	test	NOUN
cet-14975	86	8	conditions	condition	NOUN
cet-14975	86	9	cycle1	cycle1	VERB
cet-14975	86	10	to	to	ADP
cet-14975	86	11	4	4	NUM
cet-14975	86	12	419	419	NUM
cet-14975	86	13	table	table	NOUN
cet-14975	86	14	2	2	NUM
cet-14975	86	15	:	:	PUNCT
cet-14975	86	16	the	the	DET
cet-14975	86	17	rmse	rmse	NOUN
cet-14975	86	18	and	and	CCONJ
cet-14975	86	19	mae	mae	PROPN
cet-14975	86	20	of	of	ADP
cet-14975	86	21	different	different	ADJ
cet-14975	86	22	soc	soc	NOUN
cet-14975	86	23	estimation	estimation	NOUN
cet-14975	86	24	conditions	condition	NOUN
cet-14975	86	25	lstm	lstm	X
cet-14975	86	26	cycle1	cycle1	PROPN
cet-14975	86	27	cycle2	cycle2	NOUN
cet-14975	87	1	cycle3	cycle3	PROPN
cet-14975	87	2	cycle4	cycle4	PROPN
cet-14975	87	3	lstm-1&2	lstm-1&2	PROPN
cet-14975	87	4	cycle1	cycle1	PROPN
cet-14975	87	5	cycle2	cycle2	NOUN
cet-14975	87	6	cycle3	cycle3	PROPN
cet-14975	87	7	cycle4	cycle4	PROPN
cet-14975	87	8	rmse/%	rmse/%	NOUN
cet-14975	87	9	2.273	2.273	NUM
cet-14975	87	10	2.59	2.59	NUM
cet-14975	87	11	2.642	2.642	NUM
cet-14975	87	12	7.403	7.403	NUM
cet-14975	87	13	rmse/%	rmse/%	NOUN
cet-14975	87	14	2.012	2.012	NUM
cet-14975	87	15	1.668	1.668	NUM
cet-14975	87	16	1.44	1.44	NUM
cet-14975	87	17	1.856	1.856	NUM
cet-14975	87	18	mae/%	mae/%	NOUN
cet-14975	87	19	1.853	1.853	NUM
cet-14975	87	20	2.075	2.075	NUM
cet-14975	87	21	2.244	2.244	NUM
cet-14975	87	22	6.182	6.182	NUM
cet-14975	87	23	mae/%	mae/%	NOUN
cet-14975	87	24	1.316	1.316	NUM
cet-14975	87	25	1.338	1.338	NUM
cet-14975	87	26	1.089	1.089	NUM
cet-14975	87	27	1.607	1.607	NUM
cet-14975	87	28	the	the	DET
cet-14975	87	29	comparison	comparison	NOUN
cet-14975	87	30	test	test	NOUN
cet-14975	87	31	shows	show	VERB
cet-14975	87	32	that	that	SCONJ
cet-14975	87	33	the	the	DET
cet-14975	87	34	proposed	propose	VERB
cet-14975	87	35	method	method	NOUN
cet-14975	87	36	has	have	VERB
cet-14975	87	37	higher	high	ADJ
cet-14975	87	38	estimation	estimation	NOUN
cet-14975	87	39	accuracy	accuracy	NOUN
cet-14975	87	40	under	under	ADP
cet-14975	87	41	different	different	ADJ
cet-14975	87	42	test	test	NOUN
cet-14975	87	43	conditions	condition	NOUN
cet-14975	87	44	,	,	PUNCT
cet-14975	87	45	which	which	PRON
cet-14975	87	46	indicates	indicate	VERB
cet-14975	87	47	that	that	SCONJ
cet-14975	87	48	the	the	DET
cet-14975	87	49	proposed	propose	VERB
cet-14975	87	50	method	method	NOUN
cet-14975	87	51	can	can	AUX
cet-14975	87	52	accomplish	accomplish	VERB
cet-14975	87	53	the	the	DET
cet-14975	87	54	estimation	estimation	NOUN
cet-14975	87	55	task	task	NOUN
cet-14975	87	56	under	under	ADP
cet-14975	87	57	different	different	ADJ
cet-14975	87	58	test	test	NOUN
cet-14975	87	59	conditions	condition	NOUN
cet-14975	87	60	.	.	PUNCT
cet-14975	88	1	4	4	X
cet-14975	88	2	.	.	X
cet-14975	88	3	conclusion	conclusion	NOUN
cet-14975	88	4	soc	soc	PROPN
cet-14975	88	5	estimation	estimation	NOUN
cet-14975	88	6	is	be	AUX
cet-14975	88	7	a	a	DET
cet-14975	88	8	fundamental	fundamental	ADJ
cet-14975	88	9	component	component	NOUN
cet-14975	88	10	of	of	ADP
cet-14975	88	11	the	the	DET
cet-14975	88	12	battery	battery	NOUN
cet-14975	88	13	management	management	NOUN
cet-14975	88	14	system	system	NOUN
cet-14975	88	15	to	to	PART
cet-14975	88	16	ensure	ensure	VERB
cet-14975	88	17	the	the	DET
cet-14975	88	18	safe	safe	ADJ
cet-14975	88	19	and	and	CCONJ
cet-14975	88	20	reliable	reliable	ADJ
cet-14975	88	21	operation	operation	NOUN
cet-14975	88	22	of	of	ADP
cet-14975	88	23	the	the	DET
cet-14975	88	24	battery	battery	NOUN
cet-14975	88	25	power	power	NOUN
cet-14975	88	26	supply	supply	NOUN
cet-14975	88	27	system	system	NOUN
cet-14975	88	28	,	,	PUNCT
cet-14975	88	29	and	and	CCONJ
cet-14975	88	30	neural	neural	ADJ
cet-14975	88	31	networks	network	NOUN
cet-14975	88	32	have	have	AUX
cet-14975	88	33	been	be	AUX
cet-14975	88	34	evidenced	evidence	VERB
cet-14975	88	35	in	in	ADP
cet-14975	88	36	soc	soc	NOUN
cet-14975	88	37	estimation	estimation	NOUN
cet-14975	88	38	research	research	NOUN
cet-14975	88	39	.	.	PUNCT
cet-14975	89	1	in	in	ADP
cet-14975	89	2	the	the	DET
cet-14975	89	3	panasonic	panasonic	ADJ
cet-14975	89	4	18650pf	18650pf	PROPN
cet-14975	89	5	lithium	lithium	NOUN
cet-14975	89	6	battery	battery	NOUN
cet-14975	89	7	test	test	NOUN
cet-14975	89	8	dataset	dataset	NOUN
cet-14975	89	9	,	,	PUNCT
cet-14975	89	10	the	the	DET
cet-14975	89	11	accuracy	accuracy	NOUN
cet-14975	89	12	of	of	ADP
cet-14975	89	13	the	the	DET
cet-14975	89	14	lstm	lstm	PROPN
cet-14975	89	15	model	model	NOUN
cet-14975	89	16	with	with	ADP
cet-14975	89	17	only	only	ADV
cet-14975	89	18	three	three	NUM
cet-14975	89	19	inputs	input	NOUN
cet-14975	89	20	provides	provide	VERB
cet-14975	89	21	low	low	ADJ
cet-14975	89	22	accuracy	accuracy	NOUN
cet-14975	89	23	.	.	PUNCT
cet-14975	90	1	in	in	ADP
cet-14975	90	2	contrast	contrast	NOUN
cet-14975	90	3	,	,	PUNCT
cet-14975	90	4	the	the	DET
cet-14975	90	5	deep	deep	ADJ
cet-14975	90	6	learning	learning	NOUN
cet-14975	90	7	algorithm	algorithm	NOUN
cet-14975	90	8	combined	combine	VERB
cet-14975	90	9	with	with	ADP
cet-14975	90	10	the	the	DET
cet-14975	90	11	equivalent	equivalent	ADJ
cet-14975	90	12	circuit	circuit	NOUN
cet-14975	90	13	model	model	NOUN
cet-14975	90	14	proposed	propose	VERB
cet-14975	90	15	in	in	ADP
cet-14975	90	16	this	this	DET
cet-14975	90	17	paper	paper	NOUN
cet-14975	90	18	is	be	AUX
cet-14975	90	19	used	use	VERB
cet-14975	90	20	for	for	ADP
cet-14975	90	21	soc	soc	NOUN
cet-14975	90	22	estimation	estimation	NOUN
cet-14975	90	23	by	by	ADP
cet-14975	90	24	further	far	ADV
cet-14975	90	25	extracting	extract	VERB
cet-14975	90	26	the	the	DET
cet-14975	90	27	mechanistic	mechanistic	ADJ
cet-14975	90	28	information	information	NOUN
cet-14975	90	29	of	of	ADP
cet-14975	90	30	the	the	DET
cet-14975	90	31	battery	battery	NOUN
cet-14975	90	32	and	and	CCONJ
cet-14975	90	33	inputting	inputte	VERB
cet-14975	90	34	it	it	PRON
cet-14975	90	35	into	into	ADP
cet-14975	90	36	the	the	DET
cet-14975	90	37	neural	neural	ADJ
cet-14975	90	38	network	network	NOUN
cet-14975	90	39	,	,	PUNCT
cet-14975	90	40	which	which	PRON
cet-14975	90	41	results	result	VERB
cet-14975	90	42	in	in	ADP
cet-14975	90	43	lower	low	ADJ
cet-14975	90	44	rmse	rmse	NOUN
cet-14975	90	45	and	and	CCONJ
cet-14975	90	46	mae	mae	PROPN
cet-14975	90	47	in	in	ADP
cet-14975	90	48	the	the	DET
cet-14975	90	49	test	test	NOUN
cet-14975	90	50	results	result	NOUN
cet-14975	90	51	of	of	ADP
cet-14975	90	52	the	the	DET
cet-14975	90	53	25	25	NUM
cet-14975	90	54	°	°	PROPN
cet-14975	90	55	c	c	NOUN
cet-14975	90	56	battery	battery	NOUN
cet-14975	90	57	data	datum	NOUN
cet-14975	90	58	,	,	PUNCT
cet-14975	90	59	which	which	PRON
cet-14975	90	60	are	be	AUX
cet-14975	90	61	reduced	reduce	VERB
cet-14975	90	62	by	by	ADP
cet-14975	90	63	72.49	72.49	NUM
cet-14975	90	64	%	%	NOUN
cet-14975	90	65	and	and	CCONJ
cet-14975	90	66	72.23	72.23	NUM
cet-14975	90	67	%	%	NOUN
cet-14975	90	68	,	,	PUNCT
cet-14975	90	69	respectively	respectively	ADV
cet-14975	90	70	,	,	PUNCT
cet-14975	90	71	as	as	SCONJ
cet-14975	90	72	compared	compare	VERB
cet-14975	90	73	to	to	ADP
cet-14975	90	74	the	the	DET
cet-14975	90	75	normal	normal	ADJ
cet-14975	90	76	three	three	NUM
cet-14975	90	77	-	-	PUNCT
cet-14975	90	78	input	input	NOUN
cet-14975	90	79	lstm	lstm	NOUN
cet-14975	90	80	model	model	NOUN
cet-14975	90	81	.	.	PUNCT
cet-14975	91	1	the	the	DET
cet-14975	91	2	results	result	NOUN
cet-14975	91	3	of	of	ADP
cet-14975	91	4	this	this	DET
cet-14975	91	5	paper	paper	NOUN
cet-14975	91	6	show	show	NOUN
cet-14975	91	7	that	that	SCONJ
cet-14975	91	8	applying	apply	VERB
cet-14975	91	9	battery	battery	NOUN
cet-14975	91	10	mechanism	mechanism	NOUN
cet-14975	91	11	information	information	NOUN
cet-14975	91	12	to	to	ADP
cet-14975	91	13	the	the	DET
cet-14975	91	14	battery	battery	NOUN
cet-14975	91	15	state	state	NOUN
cet-14975	91	16	estimation	estimation	NOUN
cet-14975	91	17	problem	problem	NOUN
cet-14975	91	18	in	in	ADP
cet-14975	91	19	a	a	DET
cet-14975	91	20	data	data	NOUN
cet-14975	91	21	-	-	PUNCT
cet-14975	91	22	driven	drive	VERB
cet-14975	91	23	approach	approach	NOUN
cet-14975	91	24	is	be	AUX
cet-14975	91	25	a	a	DET
cet-14975	91	26	proven	prove	VERB
cet-14975	91	27	method	method	NOUN
cet-14975	91	28	.	.	PUNCT
cet-14975	92	1	reference	reference	NOUN
cet-14975	92	2	bian	bian	PROPN
cet-14975	92	3	c	c	PROPN
cet-14975	92	4	,	,	PUNCT
cet-14975	92	5	he	he	PRON
cet-14975	92	6	h	h	VERB
cet-14975	92	7	,	,	PUNCT
cet-14975	92	8	and	and	CCONJ
cet-14975	92	9	yang	yang	PROPN
cet-14975	92	10	s	s	PROPN
cet-14975	92	11	,	,	PUNCT
cet-14975	92	12	“	"	PUNCT
cet-14975	92	13	stacked	stack	VERB
cet-14975	92	14	bidirectional	bidirectional	ADJ
cet-14975	92	15	long	long	ADJ
cet-14975	92	16	short	short	ADJ
cet-14975	92	17	-	-	PUNCT
cet-14975	92	18	term	term	NOUN
cet-14975	92	19	memory	memory	NOUN
cet-14975	92	20	networks	network	NOUN
cet-14975	92	21	for	for	ADP
cet-14975	92	22	state	state	NOUN
cet-14975	92	23	-	-	PUNCT
cet-14975	92	24	of	of	ADP
cet-14975	92	25	-	-	PUNCT
cet-14975	92	26	charge	charge	NOUN
cet-14975	92	27	estimation	estimation	NOUN
cet-14975	92	28	of	of	ADP
cet-14975	92	29	lithium	lithium	NOUN
cet-14975	92	30	-	-	PUNCT
cet-14975	92	31	ion	ion	NOUN
cet-14975	92	32	batteries	battery	NOUN
cet-14975	92	33	,	,	PUNCT
cet-14975	92	34	”	"	PUNCT
cet-14975	92	35	energy	energy	NOUN
cet-14975	92	36	,	,	PUNCT
cet-14975	92	37	vol	vol	NOUN
cet-14975	92	38	.	.	NOUN
cet-14975	92	39	191	191	NUM
cet-14975	92	40	,	,	PUNCT
cet-14975	92	41	p.	p.	NOUN
cet-14975	92	42	116538	116538	NUM
cet-14975	92	43	,	,	PUNCT
cet-14975	92	44	jan	jan	PROPN
cet-14975	92	45	.	.	PROPN
cet-14975	92	46	2020	2020	NUM
cet-14975	92	47	,	,	PUNCT
cet-14975	92	48	doi	doi	NOUN
cet-14975	92	49	:	:	PUNCT
cet-14975	92	50	10.1016	10.1016	NUM
cet-14975	92	51	/	/	SYM
cet-14975	92	52	j.energy.2019.116538	j.energy.2019.116538	NOUN
cet-14975	92	53	.	.	PUNCT
cet-14975	93	1	chemali	chemali	PROPN
cet-14975	93	2	e	e	PROPN
cet-14975	93	3	,	,	PUNCT
cet-14975	93	4	kollmeyer	kollmeyer	PROPN
cet-14975	93	5	p.	p.	PROPN
cet-14975	93	6	j	j	PROPN
cet-14975	93	7	,	,	PUNCT
cet-14975	93	8	preindl	preindl	NOUN
cet-14975	93	9	m	m	PROPN
cet-14975	93	10	,	,	PUNCT
cet-14975	93	11	r.	r.	PROPN
cet-14975	93	12	ahmed	ahmed	PROPN
cet-14975	93	13	,	,	PUNCT
cet-14975	93	14	and	and	CCONJ
cet-14975	93	15	a.	a.	NOUN
cet-14975	93	16	emadi	emadi	NOUN
cet-14975	93	17	,	,	PUNCT
cet-14975	93	18	“	"	PUNCT
cet-14975	93	19	long	long	ADJ
cet-14975	93	20	short	short	ADJ
cet-14975	93	21	-	-	PUNCT
cet-14975	93	22	term	term	NOUN
cet-14975	93	23	memory	memory	NOUN
cet-14975	93	24	networks	network	NOUN
cet-14975	93	25	for	for	ADP
cet-14975	93	26	accurate	accurate	ADJ
cet-14975	93	27	state	state	NOUN
cet-14975	93	28	-	-	PUNCT
cet-14975	93	29	of	of	ADP
cet-14975	93	30	-	-	PUNCT
cet-14975	93	31	charge	charge	NOUN
cet-14975	93	32	estimation	estimation	NOUN
cet-14975	93	33	of	of	ADP
cet-14975	93	34	li	li	PROPN
cet-14975	93	35	-	-	PUNCT
cet-14975	93	36	ion	ion	NOUN
cet-14975	93	37	batteries	battery	NOUN
cet-14975	93	38	,	,	PUNCT
cet-14975	93	39	”	"	PUNCT
cet-14975	93	40	ieee	ieee	NOUN
cet-14975	93	41	transactions	transaction	NOUN
cet-14975	93	42	on	on	ADP
cet-14975	93	43	industrial	industrial	ADJ
cet-14975	93	44	electronics	electronic	NOUN
cet-14975	93	45	,	,	PUNCT
cet-14975	93	46	vol	vol	NOUN
cet-14975	93	47	.	.	PROPN
cet-14975	93	48	65	65	NUM
cet-14975	93	49	,	,	PUNCT
cet-14975	93	50	no	no	INTJ
cet-14975	93	51	.	.	NOUN
cet-14975	93	52	8	8	NUM
cet-14975	93	53	,	,	PUNCT
cet-14975	93	54	pp	pp	ADJ
cet-14975	93	55	.	.	PUNCT
cet-14975	93	56	6730–6739	6730–6739	NUM
cet-14975	93	57	,	,	PUNCT
cet-14975	93	58	aug	aug	PROPN
cet-14975	93	59	.	.	PROPN
cet-14975	93	60	2018	2018	NUM
cet-14975	93	61	,	,	PUNCT
cet-14975	93	62	doi	doi	NOUN
cet-14975	93	63	:	:	PUNCT
cet-14975	93	64	10.1109	10.1109	NUM
cet-14975	93	65	/	/	SYM
cet-14975	93	66	tie.2017.2787586	tie.2017.2787586	X
cet-14975	93	67	.	.	PUNCT
cet-14975	94	1	chen	chen	PROPN
cet-14975	94	2	j	j	PROPN
cet-14975	94	3	,	,	PUNCT
cet-14975	94	4	zhang	zhang	PROPN
cet-14975	94	5	y	y	PROPN
cet-14975	94	6	,	,	PUNCT
cet-14975	94	7	wu	wu	PROPN
cet-14975	94	8	j	j	PROPN
cet-14975	94	9	,	,	PUNCT
cet-14975	94	10	cheng	cheng	PROPN
cet-14975	94	11	w	w	PROPN
cet-14975	94	12	,	,	PUNCT
cet-14975	94	13	and	and	CCONJ
cet-14975	94	14	zhu	zhu	PROPN
cet-14975	94	15	q	q	NOUN
cet-14975	94	16	,	,	PUNCT
cet-14975	94	17	“	"	PUNCT
cet-14975	94	18	soc	soc	NOUN
cet-14975	94	19	estimation	estimation	NOUN
cet-14975	94	20	for	for	ADP
cet-14975	94	21	lithium	lithium	NOUN
cet-14975	94	22	-	-	PUNCT
cet-14975	94	23	ion	ion	NOUN
cet-14975	94	24	battery	battery	NOUN
cet-14975	94	25	using	use	VERB
cet-14975	94	26	the	the	DET
cet-14975	94	27	lstm	lstm	NOUN
cet-14975	94	28	-	-	PUNCT
cet-14975	94	29	rnn	rnn	VERB
cet-14975	94	30	with	with	ADP
cet-14975	94	31	extended	extended	ADJ
cet-14975	94	32	input	input	NOUN
cet-14975	94	33	and	and	CCONJ
cet-14975	94	34	constrained	constrained	ADJ
cet-14975	94	35	output	output	NOUN
cet-14975	94	36	,	,	PUNCT
cet-14975	94	37	”	"	PUNCT
cet-14975	94	38	energy	energy	NOUN
cet-14975	94	39	,	,	PUNCT
cet-14975	94	40	vol	vol	NOUN
cet-14975	94	41	.	.	PROPN
cet-14975	94	42	262	262	NUM
cet-14975	94	43	,	,	PUNCT
cet-14975	94	44	p.	p.	NOUN
cet-14975	94	45	125375	125375	NUM
cet-14975	94	46	,	,	PUNCT
cet-14975	94	47	jan	jan	PROPN
cet-14975	94	48	.	.	PROPN
cet-14975	94	49	2023	2023	NUM
cet-14975	94	50	,	,	PUNCT
cet-14975	94	51	doi	doi	NOUN
cet-14975	94	52	:	:	PUNCT
cet-14975	94	53	10.1016	10.1016	NUM
cet-14975	94	54	/	/	SYM
cet-14975	94	55	j.energy.2022.125375	j.energy.2022.125375	PROPN
cet-14975	94	56	.	.	PUNCT
cet-14975	95	1	daw	daw	PROPN
cet-14975	95	2	a	a	PROPN
cet-14975	95	3	,	,	PUNCT
cet-14975	95	4	karpatne	karpatne	PROPN
cet-14975	95	5	a	a	PROPN
cet-14975	95	6	,	,	PUNCT
cet-14975	95	7	watkins	watkins	PROPN
cet-14975	95	8	w	w	PROPN
cet-14975	95	9	,	,	PUNCT
cet-14975	95	10	read	read	VERB
cet-14975	95	11	j	j	PROPN
cet-14975	95	12	,	,	PUNCT
cet-14975	95	13	and	and	CCONJ
cet-14975	95	14	kumar	kumar	PROPN
cet-14975	95	15	v	v	PROPN
cet-14975	95	16	,	,	PUNCT
cet-14975	95	17	“	"	PUNCT
cet-14975	95	18	physics	physics	NOUN
cet-14975	95	19	-	-	PUNCT
cet-14975	95	20	guided	guide	VERB
cet-14975	95	21	neural	neural	ADJ
cet-14975	95	22	networks	network	NOUN
cet-14975	95	23	(	(	PUNCT
cet-14975	95	24	pgnn	pgnn	NOUN
cet-14975	95	25	):	):	PUNCT
cet-14975	95	26	an	an	DET
cet-14975	95	27	application	application	NOUN
cet-14975	95	28	in	in	ADP
cet-14975	95	29	lake	lake	NOUN
cet-14975	95	30	temperature	temperature	NOUN
cet-14975	95	31	modeling	modeling	NOUN
cet-14975	95	32	.	.	PUNCT
cet-14975	95	33	”	"	PUNCT
cet-14975	96	1	arxiv	arxiv	PROPN
cet-14975	96	2	,	,	PUNCT
cet-14975	96	3	sep	sep	PROPN
cet-14975	96	4	.	.	PROPN
cet-14975	96	5	28	28	NUM
cet-14975	96	6	,	,	PUNCT
cet-14975	96	7	2021	2021	NUM
cet-14975	96	8	.	.	PUNCT
cet-14975	97	1	doi	doi	NOUN
cet-14975	97	2	:	:	PUNCT
cet-14975	97	3	10.48550	10.48550	NUM
cet-14975	97	4	/	/	SYM
cet-14975	97	5	arxiv.1710.11431	arxiv.1710.11431	PROPN
cet-14975	97	6	.	.	PUNCT
cet-14975	98	1	doyle	doyle	PROPN
cet-14975	98	2	m	m	PROPN
cet-14975	98	3	,	,	PUNCT
cet-14975	98	4	fuller	full	ADJ
cet-14975	98	5	t.	t.	PROPN
cet-14975	98	6	f	f	PROPN
cet-14975	98	7	,	,	PUNCT
cet-14975	98	8	and	and	CCONJ
cet-14975	98	9	.	.	PUNCT
cet-14975	99	1	newman	newman	PROPN
cet-14975	99	2	j	j	PROPN
cet-14975	99	3	,	,	PUNCT
cet-14975	99	4	“	"	PUNCT
cet-14975	99	5	modeling	modeling	NOUN
cet-14975	99	6	of	of	ADP
cet-14975	99	7	galvanostatic	galvanostatic	ADJ
cet-14975	99	8	charge	charge	NOUN
cet-14975	99	9	and	and	CCONJ
cet-14975	99	10	discharge	discharge	NOUN
cet-14975	99	11	of	of	ADP
cet-14975	99	12	the	the	DET
cet-14975	99	13	lithium	lithium	NOUN
cet-14975	99	14	/	/	SYM
cet-14975	99	15	polymer	polymer	NOUN
cet-14975	99	16	/	/	SYM
cet-14975	99	17	insertion	insertion	NOUN
cet-14975	99	18	cell	cell	NOUN
cet-14975	99	19	,	,	PUNCT
cet-14975	99	20	”	"	PUNCT
cet-14975	99	21	j.	j.	PROPN
cet-14975	99	22	electrochem	electrochem	PROPN
cet-14975	99	23	.	.	PUNCT
cet-14975	100	1	soc	soc	PROPN
cet-14975	100	2	.	.	PUNCT
cet-14975	100	3	,	,	PUNCT
cet-14975	100	4	vol	vol	NOUN
cet-14975	100	5	.	.	PROPN
cet-14975	101	1	140	140	NUM
cet-14975	101	2	,	,	PUNCT
cet-14975	101	3	no	no	INTJ
cet-14975	101	4	.	.	NOUN
cet-14975	101	5	6	6	NUM
cet-14975	101	6	,	,	PUNCT
cet-14975	101	7	p.	p.	NOUN
cet-14975	101	8	1526	1526	NUM
cet-14975	101	9	,	,	PUNCT
cet-14975	101	10	jun	jun	PROPN
cet-14975	101	11	.	.	PROPN
cet-14975	101	12	1993	1993	NUM
cet-14975	101	13	,	,	PUNCT
cet-14975	101	14	doi	doi	NOUN
cet-14975	101	15	:	:	PUNCT
cet-14975	101	16	10.1149/1.2221597	10.1149/1.2221597	NUM
cet-14975	101	17	.	.	PUNCT
cet-14975	101	18	fang	fang	PROPN
cet-14975	101	19	l	l	PROPN
cet-14975	101	20	,	,	PUNCT
cet-14975	101	21	li	li	PROPN
cet-14975	101	22	j	j	PROPN
cet-14975	101	23	,	,	PUNCT
cet-14975	101	24	and	and	CCONJ
cet-14975	101	25	peng	peng	PROPN
cet-14975	101	26	b	b	PROPN
cet-14975	101	27	,	,	PUNCT
cet-14975	101	28	“	"	PUNCT
cet-14975	101	29	online	online	ADJ
cet-14975	101	30	estimation	estimation	NOUN
cet-14975	101	31	and	and	CCONJ
cet-14975	101	32	error	error	NOUN
cet-14975	101	33	analysis	analysis	NOUN
cet-14975	101	34	of	of	ADP
cet-14975	101	35	both	both	DET
cet-14975	101	36	soc	soc	NOUN
cet-14975	101	37	and	and	CCONJ
cet-14975	101	38	soh	soh	NOUN
cet-14975	101	39	of	of	ADP
cet-14975	101	40	lithium	lithium	NOUN
cet-14975	101	41	-	-	PUNCT
cet-14975	101	42	ion	ion	NOUN
cet-14975	101	43	battery	battery	NOUN
cet-14975	101	44	based	base	VERB
cet-14975	101	45	on	on	ADP
cet-14975	101	46	dekf	dekf	NOUN
cet-14975	101	47	method	method	NOUN
cet-14975	101	48	,	,	PUNCT
cet-14975	101	49	”	"	PUNCT
cet-14975	101	50	energy	energy	NOUN
cet-14975	101	51	procedia	procedia	NOUN
cet-14975	101	52	,	,	PUNCT
cet-14975	101	53	vol	vol	NOUN
cet-14975	101	54	.	.	PROPN
cet-14975	101	55	158	158	NUM
cet-14975	101	56	,	,	PUNCT
cet-14975	101	57	pp	pp	ADJ
cet-14975	101	58	.	.	PUNCT
cet-14975	102	1	3008–3013	3008–3013	NUM
cet-14975	102	2	,	,	PUNCT
cet-14975	102	3	feb	feb	PROPN
cet-14975	102	4	.	.	PROPN
cet-14975	102	5	2019	2019	NUM
cet-14975	102	6	,	,	PUNCT
cet-14975	102	7	doi	doi	NOUN
cet-14975	102	8	:	:	PUNCT
cet-14975	102	9	10.1016	10.1016	NUM
cet-14975	102	10	/	/	SYM
cet-14975	102	11	j.egypro.2019.01.974	j.egypro.2019.01.974	PROPN
cet-14975	102	12	.	.	PROPN
cet-14975	102	13	hu	hu	PROPN
cet-14975	103	1	x	x	PROPN
cet-14975	103	2	,	,	PUNCT
cet-14975	103	3	li	li	PROPN
cet-14975	103	4	s	s	PROPN
cet-14975	103	5	,	,	PUNCT
cet-14975	103	6	and	and	CCONJ
cet-14975	103	7	peng	peng	PROPN
cet-14975	103	8	h	h	PROPN
cet-14975	103	9	,	,	PUNCT
cet-14975	103	10	“	"	PUNCT
cet-14975	103	11	a	a	DET
cet-14975	103	12	comparative	comparative	ADJ
cet-14975	103	13	study	study	NOUN
cet-14975	103	14	of	of	ADP
cet-14975	103	15	equivalent	equivalent	ADJ
cet-14975	103	16	circuit	circuit	NOUN
cet-14975	103	17	models	model	NOUN
cet-14975	103	18	for	for	ADP
cet-14975	103	19	li	li	NOUN
cet-14975	103	20	-	-	PUNCT
cet-14975	103	21	ion	ion	NOUN
cet-14975	103	22	batteries	battery	NOUN
cet-14975	103	23	,	,	PUNCT
cet-14975	103	24	”	"	PUNCT
cet-14975	103	25	journal	journal	NOUN
cet-14975	103	26	of	of	ADP
cet-14975	103	27	power	power	NOUN
cet-14975	103	28	sources	source	NOUN
cet-14975	103	29	,	,	PUNCT
cet-14975	103	30	vol	vol	NOUN
cet-14975	103	31	.	.	PROPN
cet-14975	103	32	198	198	NUM
cet-14975	103	33	,	,	PUNCT
cet-14975	103	34	pp	pp	ADJ
cet-14975	103	35	.	.	PUNCT
cet-14975	104	1	359–367	359–367	NUM
cet-14975	104	2	,	,	PUNCT
cet-14975	104	3	jan	jan	PROPN
cet-14975	104	4	.	.	PROPN
cet-14975	104	5	2012	2012	NUM
cet-14975	104	6	,	,	PUNCT
cet-14975	104	7	doi	doi	NOUN
cet-14975	104	8	:	:	PUNCT
cet-14975	104	9	10.1016	10.1016	NUM
cet-14975	104	10	/	/	SYM
cet-14975	104	11	j.jpowsour.2011.10.013	j.jpowsour.2011.10.013	PROPN
cet-14975	104	12	.	.	PUNCT
cet-14975	105	1	pattaraprakorn	pattaraprakorn	PROPN
cet-14975	105	2	w	w	PROPN
cet-14975	105	3	,	,	PUNCT
cet-14975	105	4	pattaraprakorn	pattaraprakorn	ADJ
cet-14975	105	5	,	,	PUNCT
cet-14975	105	6	chairakorn	chairakorn	ADJ
cet-14975	105	7	s	s	PROPN
cet-14975	105	8	,	,	PUNCT
cet-14975	105	9	tippayarom	tippayarom	ADP
cet-14975	105	10	d	d	PROPN
cet-14975	105	11	,	,	PUNCT
cet-14975	105	12	grisdanurak	grisdanurak	NOUN
cet-14975	105	13	n	n	CCONJ
cet-14975	105	14	,	,	PUNCT
cet-14975	105	15	and	and	CCONJ
cet-14975	105	16	t.	t.	PROPN
cet-14975	105	17	areerob	areerob	PROPN
cet-14975	105	18	,	,	PUNCT
cet-14975	105	19	“	"	PUNCT
cet-14975	105	20	li	li	PROPN
cet-14975	105	21	recovery	recovery	NOUN
cet-14975	105	22	via	via	ADP
cet-14975	105	23	physical	physical	ADJ
cet-14975	105	24	-	-	PUNCT
cet-14975	105	25	chemical	chemical	NOUN
cet-14975	105	26	treatment	treatment	NOUN
cet-14975	105	27	from	from	ADP
cet-14975	105	28	spent	spend	VERB
cet-14975	105	29	ev	ev	ADP
cet-14975	105	30	lithium	lithium	NOUN
cet-14975	105	31	-	-	PUNCT
cet-14975	105	32	ion	ion	NOUN
cet-14975	105	33	battery	battery	NOUN
cet-14975	105	34	for	for	ADP
cet-14975	105	35	circular	circular	ADJ
cet-14975	105	36	economy	economy	NOUN
cet-14975	105	37	,	,	PUNCT
cet-14975	105	38	”	"	PUNCT
cet-14975	105	39	chemical	chemical	NOUN
cet-14975	105	40	engineering	engineering	NOUN
cet-14975	105	41	transactions	transaction	NOUN
cet-14975	105	42	,	,	PUNCT
cet-14975	105	43	vol	vol	NOUN
cet-14975	105	44	.	.	PROPN
cet-14975	105	45	106	106	NUM
cet-14975	105	46	,	,	PUNCT
cet-14975	105	47	pp	pp	ADJ
cet-14975	105	48	.	.	PUNCT
cet-14975	106	1	1183–1188	1183–1188	NUM
cet-14975	106	2	,	,	PUNCT
cet-14975	106	3	dec	dec	PROPN
cet-14975	106	4	.	.	PROPN
cet-14975	106	5	2023	2023	NUM
cet-14975	106	6	,	,	PUNCT
cet-14975	106	7	doi	doi	NOUN
cet-14975	106	8	:	:	PUNCT
cet-14975	106	9	10.3303	10.3303	NUM
cet-14975	106	10	/	/	SYM
cet-14975	106	11	cet23106198	cet23106198	NOUN
cet-14975	106	12	.	.	PUNCT
cet-14975	107	1	peng	peng	PROPN
cet-14975	107	2	j	j	PROPN
cet-14975	107	3	,	,	PUNCT
cet-14975	107	4	takyi	takyi	NOUN
cet-14975	107	5	-	-	PUNCT
cet-14975	107	6	aninakwa	aninakwa	PROPN
cet-14975	107	7	p	p	NOUN
cet-14975	107	8	,	,	PUNCT
cet-14975	107	9	wang	wang	PROPN
cet-14975	107	10	s	s	PROPN
cet-14975	107	11	,	,	PUNCT
cet-14975	107	12	masahudu	masahudu	NOUN
cet-14975	107	13	f	f	PROPN
cet-14975	107	14	,	,	PUNCT
cet-14975	107	15	yang	yang	PROPN
cet-14975	107	16	x	x	PROPN
cet-14975	107	17	,	,	PUNCT
cet-14975	107	18	and	and	CCONJ
cet-14975	107	19	guerrero	guerrero	PROPN
cet-14975	107	20	j.	j.	PROPN
cet-14975	107	21	m	m	PROPN
cet-14975	107	22	,	,	PUNCT
cet-14975	107	23	“	"	PUNCT
cet-14975	107	24	a	a	DET
cet-14975	107	25	hybrid	hybrid	NOUN
cet-14975	107	26	-	-	PUNCT
cet-14975	107	27	aided	aid	VERB
cet-14975	107	28	approach	approach	NOUN
cet-14975	107	29	with	with	ADP
cet-14975	107	30	adaptive	adaptive	ADJ
cet-14975	107	31	state	state	NOUN
cet-14975	107	32	update	update	NOUN
cet-14975	107	33	for	for	ADP
cet-14975	107	34	estimating	estimate	VERB
cet-14975	107	35	the	the	DET
cet-14975	107	36	state	state	NOUN
cet-14975	107	37	-	-	PUNCT
cet-14975	107	38	of	of	ADP
cet-14975	107	39	-	-	PUNCT
cet-14975	107	40	charge	charge	NOUN
cet-14975	107	41	of	of	ADP
cet-14975	107	42	lifepo4	lifepo4	PROPN
cet-14975	107	43	batteries	battery	NOUN
cet-14975	107	44	considering	consider	VERB
cet-14975	107	45	temperature	temperature	NOUN
cet-14975	107	46	uncertainties	uncertainty	NOUN
cet-14975	107	47	,	,	PUNCT
cet-14975	107	48	”	"	PUNCT
cet-14975	107	49	journal	journal	NOUN
cet-14975	107	50	of	of	ADP
cet-14975	107	51	energy	energy	NOUN
cet-14975	107	52	storage	storage	NOUN
cet-14975	107	53	,	,	PUNCT
cet-14975	107	54	vol	vol	NOUN
cet-14975	107	55	.	.	PROPN
cet-14975	107	56	76	76	NUM
cet-14975	107	57	,	,	PUNCT
cet-14975	107	58	p.	p.	NOUN
cet-14975	107	59	109758	109758	NUM
cet-14975	107	60	,	,	PUNCT
cet-14975	107	61	jan	jan	PROPN
cet-14975	107	62	.	.	PROPN
cet-14975	107	63	2024	2024	NUM
cet-14975	107	64	,	,	PUNCT
cet-14975	107	65	doi	doi	NOUN
cet-14975	107	66	:	:	PUNCT
cet-14975	107	67	10.1016	10.1016	NUM
cet-14975	107	68	/	/	SYM
cet-14975	107	69	j.est.2023.109758	j.est.2023.109758	PROPN
cet-14975	107	70	.	.	PUNCT
cet-14975	108	1	zou	zou	PROPN
cet-14975	108	2	r	r	PROPN
cet-14975	108	3	,	,	PUNCT
cet-14975	108	4	duan	duan	PROPN
cet-14975	108	5	y	y	PROPN
cet-14975	108	6	,	,	PUNCT
cet-14975	108	7	wang	wang	PROPN
cet-14975	108	8	y	y	PROPN
cet-14975	108	9	,	,	PUNCT
cet-14975	108	10	pang	pang	PROPN
cet-14975	108	11	j	j	PROPN
cet-14975	108	12	,	,	PUNCT
cet-14975	108	13	liu	liu	PROPN
cet-14975	108	14	f	f	PROPN
cet-14975	108	15	,	,	PUNCT
cet-14975	108	16	and	and	CCONJ
cet-14975	108	17	sheikh	sheikh	PROPN
cet-14975	108	18	s.	s.	PROPN
cet-14975	108	19	r	r	PROPN
cet-14975	108	20	,	,	PUNCT
cet-14975	108	21	“	"	PUNCT
cet-14975	108	22	a	a	DET
cet-14975	108	23	novel	novel	ADJ
cet-14975	108	24	convolutional	convolutional	ADJ
cet-14975	108	25	informer	informer	NOUN
cet-14975	108	26	network	network	NOUN
cet-14975	108	27	for	for	ADP
cet-14975	108	28	deterministic	deterministic	ADJ
cet-14975	108	29	and	and	CCONJ
cet-14975	108	30	probabilistic	probabilistic	ADJ
cet-14975	108	31	state	state	NOUN
cet-14975	108	32	-	-	PUNCT
cet-14975	108	33	of	of	ADP
cet-14975	108	34	-	-	PUNCT
cet-14975	108	35	charge	charge	NOUN
cet-14975	108	36	estimation	estimation	NOUN
cet-14975	108	37	of	of	ADP
cet-14975	108	38	lithium	lithium	NOUN
cet-14975	108	39	-	-	PUNCT
cet-14975	108	40	ion	ion	NOUN
cet-14975	108	41	batteries	battery	NOUN
cet-14975	108	42	,	,	PUNCT
cet-14975	108	43	”	"	PUNCT
cet-14975	108	44	journal	journal	NOUN
cet-14975	108	45	of	of	ADP
cet-14975	108	46	energy	energy	NOUN
cet-14975	108	47	storage	storage	NOUN
cet-14975	108	48	,	,	PUNCT
cet-14975	108	49	vol	vol	NOUN
cet-14975	108	50	.	.	PROPN
cet-14975	108	51	57	57	NUM
cet-14975	108	52	,	,	PUNCT
cet-14975	108	53	p.	p.	NOUN
cet-14975	108	54	106298	106298	NUM
cet-14975	108	55	,	,	PUNCT
cet-14975	108	56	jan	jan	PROPN
cet-14975	108	57	.	.	PROPN
cet-14975	108	58	2023	2023	NUM
cet-14975	108	59	,	,	PUNCT
cet-14975	108	60	doi	doi	NOUN
cet-14975	108	61	:	:	PUNCT
cet-14975	108	62	10.1016	10.1016	NUM
cet-14975	108	63	/	/	SYM
cet-14975	108	64	j.est.2022.106298	j.est.2022.106298	NOUN
cet-14975	108	65	.	.	PUNCT
cet-14975	109	1	420	420	NUM