id	sid	tid	token	lemma	pos
fcis-11146	1	1	frontiers	frontier	NOUN
fcis-11146	1	2	in	in	ADP
fcis-11146	1	3	computing	computing	NOUN
fcis-11146	1	4	and	and	CCONJ
fcis-11146	1	5	intelligent	intelligent	ADJ
fcis-11146	1	6	systems	system	NOUN
fcis-11146	1	7	issn	issn	VERB
fcis-11146	1	8	:	:	PUNCT
fcis-11146	1	9	2832	2832	NUM
fcis-11146	1	10	-	-	SYM
fcis-11146	1	11	6024	6024	NUM
fcis-11146	1	12	|	|	NOUN
fcis-11146	1	13	vol	vol	NOUN
fcis-11146	1	14	.	.	PROPN
fcis-11146	2	1	4	4	NUM
fcis-11146	2	2	,	,	PUNCT
fcis-11146	2	3	no	no	INTJ
fcis-11146	2	4	.	.	NOUN
fcis-11146	2	5	3	3	NUM
fcis-11146	2	6	,	,	PUNCT
fcis-11146	2	7	2023	2023	NUM
fcis-11146	2	8	71	71	NUM
fcis-11146	2	9	soc	soc	NOUN
fcis-11146	2	10	prediction	prediction	NOUN
fcis-11146	2	11	for	for	ADP
fcis-11146	2	12	lithium	lithium	NOUN
fcis-11146	2	13	battery	battery	NOUN
fcis-11146	2	14	via	via	ADP
fcis-11146	2	15	lstm‐attention‐	lstm‐attention‐	PROPN
fcis-11146	2	16	r	r	NOUN
fcis-11146	2	17	algorithm	algorithm	NOUN
fcis-11146	2	18	xueguang	xueguang	PROPN
fcis-11146	3	1	li	li	PROPN
fcis-11146	3	2	1	1	NUM
fcis-11146	3	3	,	,	PUNCT
fcis-11146	3	4	a	a	PRON
fcis-11146	3	5	,	,	PUNCT
fcis-11146	3	6	menchita	menchita	PROPN
fcis-11146	3	7	f.	f.	PROPN
fcis-11146	3	8	dumlao	dumlao	PROPN
fcis-11146	3	9	1	1	NUM
fcis-11146	3	10	,	,	PUNCT
fcis-11146	3	11	2	2	NUM
fcis-11146	3	12	,	,	PUNCT
fcis-11146	3	13	3	3	NUM
fcis-11146	3	14	,	,	PUNCT
fcis-11146	3	15	b	b	NOUN
fcis-11146	3	16	,	,	PUNCT
fcis-11146	3	17	*	*	SYM
fcis-11146	3	18	1	1	NUM
fcis-11146	3	19	graduate	graduate	NOUN
fcis-11146	3	20	school	school	NOUN
fcis-11146	3	21	,	,	PUNCT
fcis-11146	3	22	angeles	angeles	PROPN
fcis-11146	3	23	university	university	PROPN
fcis-11146	3	24	foundation	foundation	PROPN
fcis-11146	3	25	,	,	PUNCT
fcis-11146	3	26	angeles	angeles	PROPN
fcis-11146	3	27	,	,	PUNCT
fcis-11146	3	28	philippines	philippine	NOUN
fcis-11146	3	29	2	2	NUM
fcis-11146	3	30	graduate	graduate	NOUN
fcis-11146	3	31	school	school	NOUN
fcis-11146	3	32	,	,	PUNCT
fcis-11146	3	33	philippine	philippine	ADJ
fcis-11146	3	34	women	woman	NOUN
fcis-11146	3	35	's	's	PART
fcis-11146	3	36	university	university	NOUN
fcis-11146	3	37	,	,	PUNCT
fcis-11146	3	38	manila	manila	PROPN
fcis-11146	3	39	,	,	PUNCT
fcis-11146	3	40	philippines	philippine	NOUN
fcis-11146	3	41	3	3	NUM
fcis-11146	3	42	visiting	visit	VERB
fcis-11146	3	43	professor	professor	NOUN
fcis-11146	3	44	,	,	PUNCT
fcis-11146	3	45	graduate	graduate	NOUN
fcis-11146	3	46	school	school	NOUN
fcis-11146	3	47	,	,	PUNCT
fcis-11146	3	48	angeles	angeles	PROPN
fcis-11146	3	49	university	university	PROPN
fcis-11146	3	50	foundation	foundation	PROPN
fcis-11146	3	51	,	,	PUNCT
fcis-11146	3	52	angeles	angeles	PROPN
fcis-11146	3	53	,	,	PUNCT
fcis-11146	3	54	philippines	philippine	VERB
fcis-11146	3	55	a	a	DET
fcis-11146	3	56	li.xueguang@auf.edu.ph	li.xueguang@auf.edu.ph	PROPN
fcis-11146	3	57	;	;	PUNCT
fcis-11146	3	58	b	b	NUM
fcis-11146	3	59	,	,	PUNCT
fcis-11146	3	60	*	*	PUNCT
fcis-11146	3	61	mfdumlao@pwu.edu.ph	mfdumlao@pwu.edu.ph	NOUN
fcis-11146	3	62	*	*	PUNCT
fcis-11146	3	63	corresponding	correspond	VERB
fcis-11146	3	64	author	author	NOUN
fcis-11146	3	65	:	:	PUNCT
fcis-11146	3	66	menchita	menchita	PROPN
fcis-11146	3	67	f.	f.	PROPN
fcis-11146	3	68	dumlao	dumlao	PROPN
fcis-11146	3	69	(	(	PUNCT
fcis-11146	3	70	email	email	NOUN
fcis-11146	3	71	:	:	PUNCT
fcis-11146	3	72	mfdumlao@pwu.edu.ph	mfdumlao@pwu.edu.ph	NOUN
fcis-11146	3	73	)	)	PUNCT
fcis-11146	3	74	abstract	abstract	NOUN
fcis-11146	3	75	:	:	PUNCT
fcis-11146	3	76	new	new	ADJ
fcis-11146	3	77	energy	energy	NOUN
fcis-11146	3	78	vehicles	vehicle	NOUN
fcis-11146	3	79	are	be	AUX
fcis-11146	3	80	developing	develop	VERB
fcis-11146	3	81	rapidly	rapidly	ADV
fcis-11146	3	82	in	in	ADP
fcis-11146	3	83	the	the	DET
fcis-11146	3	84	world	world	NOUN
fcis-11146	3	85	,	,	PUNCT
fcis-11146	3	86	china	china	PROPN
fcis-11146	3	87	and	and	CCONJ
fcis-11146	3	88	europe	europe	PROPN
fcis-11146	3	89	are	be	AUX
fcis-11146	3	90	vigorously	vigorously	ADV
fcis-11146	3	91	promoting	promote	VERB
fcis-11146	3	92	new	new	ADJ
fcis-11146	3	93	energy	energy	NOUN
fcis-11146	3	94	vehicles	vehicle	NOUN
fcis-11146	3	95	.	.	PUNCT
fcis-11146	4	1	the	the	DET
fcis-11146	4	2	state	state	NOUN
fcis-11146	4	3	of	of	ADP
fcis-11146	4	4	charge	charge	NOUN
fcis-11146	4	5	(	(	PUNCT
fcis-11146	4	6	soc	soc	NOUN
fcis-11146	4	7	)	)	PUNCT
fcis-11146	4	8	is	be	AUX
fcis-11146	4	9	circumscribed	circumscribe	VERB
fcis-11146	4	10	as	as	ADP
fcis-11146	4	11	the	the	DET
fcis-11146	4	12	remaining	remain	VERB
fcis-11146	4	13	charge	charge	NOUN
fcis-11146	4	14	of	of	ADP
fcis-11146	4	15	the	the	DET
fcis-11146	4	16	lithium	lithium	NOUN
fcis-11146	4	17	battery	battery	NOUN
fcis-11146	4	18	(	(	PUNCT
fcis-11146	4	19	li	li	NOUN
fcis-11146	4	20	-	-	NOUN
fcis-11146	4	21	ion	ion	NOUN
fcis-11146	4	22	)	)	PUNCT
fcis-11146	4	23	,	,	PUNCT
fcis-11146	4	24	that	that	PRON
fcis-11146	4	25	indicates	indicate	VERB
fcis-11146	4	26	the	the	DET
fcis-11146	4	27	driving	drive	VERB
fcis-11146	4	28	range	range	NOUN
fcis-11146	4	29	of	of	ADP
fcis-11146	4	30	a	a	DET
fcis-11146	4	31	pure	pure	ADJ
fcis-11146	4	32	electric	electric	ADJ
fcis-11146	4	33	vehicle	vehicle	NOUN
fcis-11146	4	34	.	.	PUNCT
fcis-11146	5	1	additionally	additionally	ADV
fcis-11146	5	2	,	,	PUNCT
fcis-11146	5	3	it	it	PRON
fcis-11146	5	4	is	be	AUX
fcis-11146	5	5	the	the	DET
fcis-11146	5	6	basis	basis	NOUN
fcis-11146	5	7	for	for	ADP
fcis-11146	5	8	soh	soh	NOUN
fcis-11146	5	9	and	and	CCONJ
fcis-11146	5	10	fault	fault	VERB
fcis-11146	5	11	state	state	NOUN
fcis-11146	5	12	prediction	prediction	NOUN
fcis-11146	5	13	.	.	PUNCT
fcis-11146	6	1	nevertheless	nevertheless	ADV
fcis-11146	6	2	,	,	PUNCT
fcis-11146	6	3	the	the	DET
fcis-11146	6	4	soc	soc	NOUN
fcis-11146	6	5	is	be	AUX
fcis-11146	6	6	incapable	incapable	ADJ
fcis-11146	6	7	of	of	ADP
fcis-11146	6	8	measuring	measure	VERB
fcis-11146	6	9	directly	directly	ADV
fcis-11146	6	10	.	.	PUNCT
fcis-11146	7	1	in	in	ADP
fcis-11146	7	2	this	this	DET
fcis-11146	7	3	paper	paper	NOUN
fcis-11146	7	4	,	,	PUNCT
fcis-11146	7	5	an	an	DET
fcis-11146	7	6	lstm	lstm	ADJ
fcis-11146	7	7	-	-	PUNCT
fcis-11146	7	8	attention	attention	NOUN
fcis-11146	7	9	-	-	PUNCT
fcis-11146	7	10	r	r	NOUN
fcis-11146	7	11	network	network	NOUN
fcis-11146	7	12	framework	framework	NOUN
fcis-11146	7	13	is	be	AUX
fcis-11146	7	14	proposed	propose	VERB
fcis-11146	7	15	.	.	PUNCT
fcis-11146	8	1	the	the	DET
fcis-11146	8	2	lstm	lstm	PROPN
fcis-11146	8	3	algorithm	algorithm	NOUN
fcis-11146	8	4	is	be	AUX
fcis-11146	8	5	accustomed	accustom	VERB
fcis-11146	8	6	to	to	PART
fcis-11146	8	7	present	present	VERB
fcis-11146	8	8	the	the	DET
fcis-11146	8	9	timing	timing	NOUN
fcis-11146	8	10	information	information	NOUN
fcis-11146	8	11	and	and	CCONJ
fcis-11146	8	12	past	past	ADP
fcis-11146	8	13	state	state	NOUN
fcis-11146	8	14	information	information	NOUN
fcis-11146	8	15	of	of	ADP
fcis-11146	8	16	the	the	DET
fcis-11146	8	17	lithium	lithium	NOUN
fcis-11146	8	18	battery	battery	NOUN
fcis-11146	8	19	data	datum	NOUN
fcis-11146	8	20	.	.	PUNCT
fcis-11146	9	1	the	the	DET
fcis-11146	9	2	attention	attention	NOUN
fcis-11146	9	3	algorithm	algorithm	NOUN
fcis-11146	9	4	is	be	AUX
fcis-11146	9	5	used	use	VERB
fcis-11146	9	6	to	to	PART
fcis-11146	9	7	extract	extract	VERB
fcis-11146	9	8	the	the	DET
fcis-11146	9	9	global	global	ADJ
fcis-11146	9	10	information	information	NOUN
fcis-11146	9	11	of	of	ADP
fcis-11146	9	12	features	feature	NOUN
fcis-11146	9	13	and	and	CCONJ
fcis-11146	9	14	solve	solve	VERB
fcis-11146	9	15	the	the	DET
fcis-11146	9	16	problem	problem	NOUN
fcis-11146	9	17	of	of	ADP
fcis-11146	9	18	long	long	ADJ
fcis-11146	9	19	-	-	PUNCT
fcis-11146	9	20	term	term	NOUN
fcis-11146	9	21	dependency	dependency	NOUN
fcis-11146	9	22	.	.	PUNCT
fcis-11146	10	1	to	to	PART
fcis-11146	10	2	ensure	ensure	VERB
fcis-11146	10	3	the	the	DET
fcis-11146	10	4	diversity	diversity	NOUN
fcis-11146	10	5	of	of	ADP
fcis-11146	10	6	feature	feature	NOUN
fcis-11146	10	7	extraction	extraction	NOUN
fcis-11146	10	8	,	,	PUNCT
fcis-11146	10	9	the	the	DET
fcis-11146	10	10	attention	attention	NOUN
fcis-11146	10	11	algorithm	algorithm	NOUN
fcis-11146	10	12	in	in	ADP
fcis-11146	10	13	this	this	DET
fcis-11146	10	14	paper	paper	NOUN
fcis-11146	10	15	uses	use	VERB
fcis-11146	10	16	multi	multi	ADJ
fcis-11146	10	17	-	-	ADJ
fcis-11146	10	18	headed	headed	ADJ
fcis-11146	10	19	self	self	NOUN
fcis-11146	10	20	-	-	PUNCT
fcis-11146	10	21	attentiveness	attentiveness	NOUN
fcis-11146	10	22	.	.	PUNCT
fcis-11146	11	1	the	the	DET
fcis-11146	11	2	cacle	cacle	NOUN
fcis-11146	11	3	dataset	dataset	VERB
fcis-11146	11	4	from	from	ADP
fcis-11146	11	5	the	the	DET
fcis-11146	11	6	university	university	PROPN
fcis-11146	11	7	of	of	ADP
fcis-11146	11	8	maryland	maryland	PROPN
fcis-11146	11	9	is	be	AUX
fcis-11146	11	10	used	use	VERB
fcis-11146	11	11	in	in	ADP
fcis-11146	11	12	this	this	DET
fcis-11146	11	13	paper	paper	NOUN
fcis-11146	11	14	.	.	PUNCT
fcis-11146	12	1	through	through	ADP
fcis-11146	12	2	the	the	DET
fcis-11146	12	3	training	training	NOUN
fcis-11146	12	4	of	of	ADP
fcis-11146	12	5	the	the	DET
fcis-11146	12	6	model	model	NOUN
fcis-11146	12	7	and	and	CCONJ
fcis-11146	12	8	the	the	DET
fcis-11146	12	9	comparison	comparison	NOUN
fcis-11146	12	10	,	,	PUNCT
fcis-11146	12	11	it	it	PRON
fcis-11146	12	12	is	be	AUX
fcis-11146	12	13	concluded	conclude	VERB
fcis-11146	12	14	that	that	SCONJ
fcis-11146	12	15	the	the	DET
fcis-11146	12	16	lstm	lstm	ADJ
fcis-11146	12	17	-	-	PUNCT
fcis-11146	12	18	attention	attention	NOUN
fcis-11146	12	19	-	-	PUNCT
fcis-11146	12	20	r	r	NOUN
fcis-11146	12	21	algorithm	algorithm	NOUN
fcis-11146	12	22	networks	network	NOUN
fcis-11146	12	23	proposed	propose	VERB
fcis-11146	12	24	in	in	ADP
fcis-11146	12	25	this	this	DET
fcis-11146	12	26	article	article	NOUN
fcis-11146	12	27	can	can	AUX
fcis-11146	12	28	predict	predict	VERB
fcis-11146	12	29	the	the	DET
fcis-11146	12	30	value	value	NOUN
fcis-11146	12	31	of	of	ADP
fcis-11146	12	32	soc	soc	NOUN
fcis-11146	12	33	well	well	ADV
fcis-11146	12	34	.	.	PUNCT
fcis-11146	13	1	meanwhile	meanwhile	ADV
fcis-11146	13	2	,	,	PUNCT
fcis-11146	13	3	this	this	DET
fcis-11146	13	4	paper	paper	NOUN
fcis-11146	13	5	compares	compare	VERB
fcis-11146	13	6	the	the	DET
fcis-11146	13	7	lstm	lstm	ADJ
fcis-11146	13	8	-	-	PUNCT
fcis-11146	13	9	attention	attention	NOUN
fcis-11146	13	10	-	-	PUNCT
fcis-11146	13	11	r	r	NOUN
fcis-11146	13	12	algorithm	algorithm	NOUN
fcis-11146	13	13	with	with	ADP
fcis-11146	13	14	the	the	DET
fcis-11146	13	15	lstm	lstm	PROPN
fcis-11146	13	16	algorithm	algorithm	NOUN
fcis-11146	13	17	,	,	PUNCT
fcis-11146	13	18	and	and	CCONJ
fcis-11146	13	19	also	also	ADV
fcis-11146	13	20	compares	compare	VERB
fcis-11146	13	21	the	the	DET
fcis-11146	13	22	lstm	lstm	ADJ
fcis-11146	13	23	-	-	PUNCT
fcis-11146	13	24	attention	attention	NOUN
fcis-11146	13	25	-	-	PUNCT
fcis-11146	13	26	r	r	NOUN
fcis-11146	13	27	algorithm	algorithm	NOUN
fcis-11146	13	28	with	with	ADP
fcis-11146	13	29	the	the	DET
fcis-11146	13	30	attention	attention	NOUN
fcis-11146	13	31	algorithm	algorithm	NOUN
fcis-11146	13	32	.	.	PUNCT
fcis-11146	14	1	finally	finally	ADV
fcis-11146	14	2	,	,	PUNCT
fcis-11146	14	3	it	it	PRON
fcis-11146	14	4	is	be	AUX
fcis-11146	14	5	concluded	conclude	VERB
fcis-11146	14	6	that	that	SCONJ
fcis-11146	14	7	the	the	DET
fcis-11146	14	8	accomplishment	accomplishment	NOUN
fcis-11146	14	9	of	of	ADP
fcis-11146	14	10	the	the	DET
fcis-11146	14	11	network	network	NOUN
fcis-11146	14	12	framework	framework	NOUN
fcis-11146	14	13	contrived	contrive	VERB
fcis-11146	14	14	is	be	AUX
fcis-11146	14	15	superior	superior	ADJ
fcis-11146	14	16	to	to	ADP
fcis-11146	14	17	the	the	DET
fcis-11146	14	18	performance	performance	NOUN
fcis-11146	14	19	of	of	ADP
fcis-11146	14	20	these	these	DET
fcis-11146	14	21	two	two	NUM
fcis-11146	14	22	algorithms	algorithm	NOUN
fcis-11146	14	23	alone	alone	ADV
fcis-11146	14	24	.	.	PUNCT
fcis-11146	15	1	finally	finally	ADV
fcis-11146	15	2	,	,	PUNCT
fcis-11146	15	3	the	the	DET
fcis-11146	15	4	algorithm	algorithm	NOUN
fcis-11146	15	5	has	have	VERB
fcis-11146	15	6	good	good	ADJ
fcis-11146	15	7	engineering	engineering	NOUN
fcis-11146	15	8	practice	practice	NOUN
fcis-11146	15	9	implications	implication	NOUN
fcis-11146	15	10	.	.	PUNCT
fcis-11146	16	1	the	the	DET
fcis-11146	16	2	algorithm	algorithm	NOUN
fcis-11146	16	3	proposed	propose	VERB
fcis-11146	16	4	provides	provide	VERB
fcis-11146	16	5	a	a	DET
fcis-11146	16	6	better	well	ADJ
fcis-11146	16	7	research	research	NOUN
fcis-11146	16	8	direction	direction	NOUN
fcis-11146	16	9	for	for	ADP
fcis-11146	16	10	future	future	ADJ
fcis-11146	16	11	parameter	parameter	NOUN
fcis-11146	16	12	prediction	prediction	NOUN
fcis-11146	16	13	in	in	ADP
fcis-11146	16	14	the	the	DET
fcis-11146	16	15	field	field	NOUN
fcis-11146	16	16	of	of	ADP
fcis-11146	16	17	lithium	lithium	NOUN
fcis-11146	16	18	batteries	battery	NOUN
fcis-11146	16	19	.	.	PUNCT
fcis-11146	17	1	it	it	PRON
fcis-11146	17	2	has	have	VERB
fcis-11146	17	3	a	a	DET
fcis-11146	17	4	better	well	ADJ
fcis-11146	17	5	theoretical	theoretical	ADJ
fcis-11146	17	6	significance	significance	NOUN
fcis-11146	17	7	.	.	PUNCT
fcis-11146	18	1	keywords	keyword	NOUN
fcis-11146	18	2	:	:	PUNCT
fcis-11146	18	3	attention	attention	NOUN
fcis-11146	18	4	mechanisms	mechanism	NOUN
fcis-11146	18	5	;	;	PUNCT
fcis-11146	18	6	long	long	ADJ
fcis-11146	18	7	short	short	ADJ
fcis-11146	18	8	-	-	PUNCT
fcis-11146	18	9	term	term	NOUN
fcis-11146	18	10	memory	memory	NOUN
fcis-11146	18	11	;	;	PUNCT
fcis-11146	18	12	lithium	lithium	NOUN
fcis-11146	18	13	battery	battery	NOUN
fcis-11146	18	14	;	;	PUNCT
fcis-11146	18	15	state	state	NOUN
fcis-11146	18	16	of	of	ADP
fcis-11146	18	17	charge	charge	NOUN
fcis-11146	18	18	;	;	PUNCT
fcis-11146	18	19	deep	deep	ADJ
fcis-11146	18	20	learning	learning	NOUN
fcis-11146	18	21	.	.	PUNCT
fcis-11146	19	1	1	1	X
fcis-11146	19	2	.	.	X
fcis-11146	19	3	introduction	introduction	NOUN
fcis-11146	19	4	new	new	ADJ
fcis-11146	19	5	energy	energy	NOUN
fcis-11146	19	6	vehicles	vehicle	NOUN
fcis-11146	19	7	are	be	AUX
fcis-11146	19	8	developing	develop	VERB
fcis-11146	19	9	rapidly	rapidly	ADV
fcis-11146	19	10	in	in	ADP
fcis-11146	19	11	the	the	DET
fcis-11146	19	12	world	world	NOUN
fcis-11146	20	1	[	[	X
fcis-11146	20	2	1	1	NUM
fcis-11146	20	3	,	,	PUNCT
fcis-11146	20	4	2	2	NUM
fcis-11146	20	5	]	]	PUNCT
fcis-11146	20	6	,	,	PUNCT
fcis-11146	20	7	china	china	PROPN
fcis-11146	20	8	and	and	CCONJ
fcis-11146	20	9	europe	europe	PROPN
fcis-11146	20	10	are	be	AUX
fcis-11146	20	11	vigorously	vigorously	ADV
fcis-11146	20	12	promoting	promote	VERB
fcis-11146	20	13	new	new	ADJ
fcis-11146	20	14	energy	energy	NOUN
fcis-11146	20	15	vehicles	vehicle	NOUN
fcis-11146	20	16	.	.	PUNCT
fcis-11146	21	1	the	the	DET
fcis-11146	21	2	main	main	ADJ
fcis-11146	21	3	reasons	reason	NOUN
fcis-11146	21	4	are	be	AUX
fcis-11146	21	5	the	the	DET
fcis-11146	21	6	shortage	shortage	NOUN
fcis-11146	21	7	of	of	ADP
fcis-11146	21	8	fossil	fossil	ADJ
fcis-11146	21	9	fuels	fuel	NOUN
fcis-11146	21	10	and	and	CCONJ
fcis-11146	21	11	worsening	worsen	VERB
fcis-11146	21	12	air	air	NOUN
fcis-11146	21	13	pollution	pollution	NOUN
fcis-11146	21	14	[	[	X
fcis-11146	21	15	3	3	NUM
fcis-11146	21	16	]	]	PUNCT
fcis-11146	21	17	.	.	PUNCT
fcis-11146	22	1	what	what	PRON
fcis-11146	22	2	's	be	AUX
fcis-11146	22	3	more	more	ADJ
fcis-11146	22	4	,	,	PUNCT
fcis-11146	22	5	the	the	DET
fcis-11146	22	6	carbon	carbon	NOUN
fcis-11146	22	7	dioxide	dioxide	NOUN
fcis-11146	22	8	emitted	emit	VERB
fcis-11146	22	9	by	by	ADP
fcis-11146	22	10	cars	car	NOUN
fcis-11146	22	11	has	have	AUX
fcis-11146	22	12	caused	cause	VERB
fcis-11146	22	13	the	the	DET
fcis-11146	22	14	global	global	ADJ
fcis-11146	22	15	temperature	temperature	NOUN
fcis-11146	22	16	to	to	PART
fcis-11146	22	17	rise	rise	VERB
fcis-11146	22	18	and	and	CCONJ
fcis-11146	22	19	extreme	extreme	ADJ
fcis-11146	22	20	weather	weather	NOUN
fcis-11146	22	21	to	to	PART
fcis-11146	22	22	occur	occur	VERB
fcis-11146	22	23	frequently	frequently	ADV
fcis-11146	22	24	.	.	PUNCT
fcis-11146	23	1	new	new	ADJ
fcis-11146	23	2	energy	energy	NOUN
fcis-11146	23	3	vehicles	vehicle	NOUN
fcis-11146	23	4	,	,	PUNCT
fcis-11146	23	5	especially	especially	ADV
fcis-11146	23	6	pure	pure	ADJ
fcis-11146	23	7	electric	electric	ADJ
fcis-11146	23	8	vehicles	vehicle	NOUN
fcis-11146	23	9	[	[	X
fcis-11146	23	10	4	4	NUM
fcis-11146	23	11	]	]	PUNCT
fcis-11146	23	12	.	.	PUNCT
fcis-11146	24	1	it	it	PRON
fcis-11146	24	2	can	can	AUX
fcis-11146	24	3	run	run	VERB
fcis-11146	24	4	entirely	entirely	ADV
fcis-11146	24	5	on	on	ADP
fcis-11146	24	6	electricity	electricity	NOUN
fcis-11146	24	7	.	.	PUNCT
fcis-11146	25	1	its	its	PRON
fcis-11146	25	2	main	main	ADJ
fcis-11146	25	3	advantages	advantage	NOUN
fcis-11146	25	4	are	be	AUX
fcis-11146	25	5	no	no	DET
fcis-11146	25	6	use	use	NOUN
fcis-11146	25	7	of	of	ADP
fcis-11146	25	8	fossil	fossil	ADJ
fcis-11146	25	9	energy	energy	NOUN
fcis-11146	25	10	and	and	CCONJ
fcis-11146	25	11	no	no	DET
fcis-11146	25	12	polluting	polluting	NOUN
fcis-11146	25	13	automobile	automobile	NOUN
fcis-11146	25	14	exhaust	exhaust	NOUN
fcis-11146	26	1	[	[	X
fcis-11146	26	2	5	5	NUM
fcis-11146	26	3	]	]	PUNCT
fcis-11146	26	4	.	.	PUNCT
fcis-11146	27	1	this	this	PRON
fcis-11146	27	2	is	be	AUX
fcis-11146	27	3	of	of	ADP
fcis-11146	27	4	great	great	ADJ
fcis-11146	27	5	significance	significance	NOUN
fcis-11146	27	6	for	for	ADP
fcis-11146	27	7	environmental	environmental	ADJ
fcis-11146	27	8	protection	protection	NOUN
fcis-11146	27	9	and	and	CCONJ
fcis-11146	27	10	reducing	reduce	VERB
fcis-11146	27	11	the	the	DET
fcis-11146	27	12	consumption	consumption	NOUN
fcis-11146	27	13	of	of	ADP
fcis-11146	27	14	oil	oil	NOUN
fcis-11146	27	15	resources	resource	NOUN
fcis-11146	27	16	[	[	X
fcis-11146	27	17	6	6	NUM
fcis-11146	27	18	]	]	PUNCT
fcis-11146	27	19	.	.	PUNCT
fcis-11146	28	1	the	the	DET
fcis-11146	28	2	most	most	ADV
fcis-11146	28	3	important	important	ADJ
fcis-11146	28	4	cost	cost	NOUN
fcis-11146	28	5	of	of	ADP
fcis-11146	28	6	an	an	DET
fcis-11146	28	7	electric	electric	ADJ
fcis-11146	28	8	vehicle	vehicle	NOUN
fcis-11146	28	9	is	be	AUX
fcis-11146	28	10	the	the	DET
fcis-11146	28	11	lithium	lithium	NOUN
fcis-11146	28	12	-	-	PUNCT
fcis-11146	28	13	ion	ion	NOUN
fcis-11146	28	14	battery	battery	NOUN
fcis-11146	28	15	,	,	PUNCT
fcis-11146	28	16	which	which	PRON
fcis-11146	28	17	accounts	account	VERB
fcis-11146	28	18	for	for	ADP
fcis-11146	28	19	almost	almost	ADV
fcis-11146	28	20	a	a	DET
fcis-11146	28	21	third	third	NOUN
fcis-11146	28	22	of	of	ADP
fcis-11146	28	23	the	the	DET
fcis-11146	28	24	cost	cost	NOUN
fcis-11146	28	25	of	of	ADP
fcis-11146	28	26	a	a	DET
fcis-11146	28	27	pure	pure	ADJ
fcis-11146	28	28	electric	electric	ADJ
fcis-11146	28	29	vehicle	vehicle	NOUN
fcis-11146	28	30	.	.	PUNCT
fcis-11146	29	1	therefore	therefore	ADV
fcis-11146	29	2	,	,	PUNCT
fcis-11146	29	3	lithium	lithium	NOUN
fcis-11146	29	4	-	-	PUNCT
fcis-11146	29	5	ion	ion	NOUN
fcis-11146	29	6	battery	battery	NOUN
fcis-11146	29	7	is	be	AUX
fcis-11146	29	8	the	the	DET
fcis-11146	29	9	core	core	NOUN
fcis-11146	29	10	component	component	NOUN
fcis-11146	29	11	of	of	ADP
fcis-11146	29	12	pure	pure	ADJ
fcis-11146	29	13	electric	electric	ADJ
fcis-11146	29	14	vehicle	vehicle	NOUN
fcis-11146	29	15	battery	battery	NOUN
fcis-11146	29	16	management	management	NOUN
fcis-11146	29	17	system	system	NOUN
fcis-11146	29	18	is	be	AUX
fcis-11146	29	19	the	the	DET
fcis-11146	29	20	core	core	ADJ
fcis-11146	29	21	unit	unit	NOUN
fcis-11146	29	22	of	of	ADP
fcis-11146	29	23	lithium	lithium	NOUN
fcis-11146	29	24	-	-	PUNCT
fcis-11146	29	25	ion	ion	NOUN
fcis-11146	29	26	battery	battery	NOUN
fcis-11146	29	27	pack	pack	NOUN
fcis-11146	29	28	management	management	NOUN
fcis-11146	29	29	.	.	PUNCT
fcis-11146	30	1	lithium	lithium	NOUN
fcis-11146	30	2	-	-	PUNCT
fcis-11146	30	3	ion	ion	NOUN
fcis-11146	30	4	batteries	battery	NOUN
fcis-11146	30	5	are	be	AUX
fcis-11146	30	6	the	the	DET
fcis-11146	30	7	power	power	NOUN
fcis-11146	30	8	source	source	NOUN
fcis-11146	30	9	for	for	ADP
fcis-11146	30	10	electric	electric	ADJ
fcis-11146	30	11	cars	car	NOUN
fcis-11146	30	12	.	.	PUNCT
fcis-11146	31	1	the	the	DET
fcis-11146	31	2	soc	soc	NOUN
fcis-11146	31	3	of	of	ADP
fcis-11146	31	4	lithium	lithium	NOUN
fcis-11146	31	5	-	-	PUNCT
fcis-11146	31	6	ion	ion	NOUN
fcis-11146	31	7	battery	battery	NOUN
fcis-11146	31	8	is	be	AUX
fcis-11146	31	9	the	the	DET
fcis-11146	31	10	most	most	ADV
fcis-11146	31	11	important	important	ADJ
fcis-11146	31	12	indicator	indicator	NOUN
fcis-11146	31	13	to	to	PART
fcis-11146	31	14	measure	measure	VERB
fcis-11146	31	15	the	the	DET
fcis-11146	31	16	remaining	remain	VERB
fcis-11146	31	17	charge	charge	NOUN
fcis-11146	31	18	.	.	PUNCT
fcis-11146	32	1	the	the	DET
fcis-11146	32	2	value	value	NOUN
fcis-11146	32	3	of	of	ADP
fcis-11146	32	4	soc	soc	NOUN
fcis-11146	32	5	directly	directly	ADV
fcis-11146	32	6	determines	determine	VERB
fcis-11146	32	7	the	the	DET
fcis-11146	32	8	driving	drive	VERB
fcis-11146	32	9	range	range	NOUN
fcis-11146	32	10	of	of	ADP
fcis-11146	32	11	electric	electric	ADJ
fcis-11146	32	12	vehicles	vehicle	NOUN
fcis-11146	32	13	.	.	PUNCT
fcis-11146	33	1	the	the	DET
fcis-11146	33	2	value	value	NOUN
fcis-11146	33	3	of	of	ADP
fcis-11146	33	4	soc	soc	NOUN
fcis-11146	33	5	also	also	ADV
fcis-11146	33	6	reflects	reflect	VERB
fcis-11146	33	7	the	the	DET
fcis-11146	33	8	overall	overall	ADJ
fcis-11146	33	9	performance	performance	NOUN
fcis-11146	33	10	of	of	ADP
fcis-11146	33	11	lithium	lithium	NOUN
fcis-11146	33	12	-	-	PUNCT
fcis-11146	33	13	ion	ion	NOUN
fcis-11146	33	14	batteries	battery	NOUN
fcis-11146	33	15	.	.	PUNCT
fcis-11146	34	1	its	its	PRON
fcis-11146	34	2	performance	performance	NOUN
fcis-11146	34	3	directly	directly	ADV
fcis-11146	34	4	determines	determine	VERB
fcis-11146	34	5	the	the	DET
fcis-11146	34	6	performance	performance	NOUN
fcis-11146	34	7	of	of	ADP
fcis-11146	34	8	electric	electric	ADJ
fcis-11146	34	9	vehicles	vehicle	NOUN
fcis-11146	34	10	.	.	PUNCT
fcis-11146	35	1	its	its	PRON
fcis-11146	35	2	safety	safety	NOUN
fcis-11146	35	3	directly	directly	ADV
fcis-11146	35	4	determines	determine	VERB
fcis-11146	35	5	the	the	DET
fcis-11146	35	6	safety	safety	NOUN
fcis-11146	35	7	of	of	ADP
fcis-11146	35	8	electric	electric	ADJ
fcis-11146	35	9	vehicles	vehicle	NOUN
fcis-11146	35	10	.	.	PUNCT
fcis-11146	36	1	more	more	ADV
fcis-11146	36	2	importantly	importantly	ADV
fcis-11146	36	3	,	,	PUNCT
fcis-11146	36	4	soc	soc	NOUN
fcis-11146	36	5	is	be	AUX
fcis-11146	36	6	the	the	DET
fcis-11146	36	7	main	main	ADJ
fcis-11146	36	8	parameter	parameter	NOUN
fcis-11146	36	9	of	of	ADP
fcis-11146	36	10	soh	soh	PROPN
fcis-11146	36	11	estimation	estimation	NOUN
fcis-11146	36	12	.	.	PUNCT
fcis-11146	37	1	the	the	DET
fcis-11146	37	2	inaccurate	inaccurate	ADJ
fcis-11146	37	3	soc	soc	NOUN
fcis-11146	37	4	estimation	estimation	NOUN
fcis-11146	37	5	determines	determine	VERB
fcis-11146	37	6	that	that	SCONJ
fcis-11146	37	7	many	many	ADJ
fcis-11146	37	8	parameters	parameter	NOUN
fcis-11146	37	9	of	of	ADP
fcis-11146	37	10	lithium	lithium	NOUN
fcis-11146	37	11	-	-	PUNCT
fcis-11146	37	12	ion	ion	NOUN
fcis-11146	37	13	battery	battery	NOUN
fcis-11146	37	14	can	can	AUX
fcis-11146	37	15	not	not	PART
fcis-11146	37	16	be	be	AUX
fcis-11146	37	17	calculated	calculate	VERB
fcis-11146	37	18	.	.	PUNCT
fcis-11146	38	1	to	to	PART
fcis-11146	38	2	sum	sum	VERB
fcis-11146	38	3	up	up	ADP
fcis-11146	38	4	,	,	PUNCT
fcis-11146	38	5	accurate	accurate	ADJ
fcis-11146	38	6	prediction	prediction	NOUN
fcis-11146	38	7	of	of	ADP
fcis-11146	38	8	soc	soc	NOUN
fcis-11146	38	9	is	be	AUX
fcis-11146	38	10	a	a	DET
fcis-11146	38	11	very	very	ADV
fcis-11146	38	12	critical	critical	ADJ
fcis-11146	38	13	and	and	CCONJ
fcis-11146	38	14	meaningful	meaningful	ADJ
fcis-11146	38	15	research	research	NOUN
fcis-11146	38	16	direction	direction	NOUN
fcis-11146	38	17	[	[	X
fcis-11146	38	18	7	7	NUM
fcis-11146	38	19	]	]	PUNCT
fcis-11146	38	20	.	.	PUNCT
fcis-11146	39	1	the	the	DET
fcis-11146	39	2	estimation	estimation	NOUN
fcis-11146	39	3	of	of	ADP
fcis-11146	39	4	soc	soc	NOUN
fcis-11146	39	5	[	[	X
fcis-11146	39	6	9	9	NUM
fcis-11146	39	7	,	,	PUNCT
fcis-11146	39	8	10	10	NUM
fcis-11146	39	9	]	]	PUNCT
fcis-11146	39	10	,	,	PUNCT
fcis-11146	39	11	which	which	PRON
fcis-11146	39	12	is	be	AUX
fcis-11146	39	13	the	the	DET
fcis-11146	39	14	most	most	ADV
fcis-11146	39	15	important	important	ADJ
fcis-11146	39	16	in	in	ADP
fcis-11146	39	17	li	li	PROPN
fcis-11146	39	18	-	-	PUNCT
fcis-11146	39	19	ion	ion	NOUN
fcis-11146	39	20	batteries	battery	NOUN
fcis-11146	39	21	.	.	PUNCT
fcis-11146	40	1	because	because	SCONJ
fcis-11146	40	2	the	the	DET
fcis-11146	40	3	soc	soc	NOUN
fcis-11146	40	4	indicates	indicate	VERB
fcis-11146	40	5	how	how	SCONJ
fcis-11146	40	6	much	much	ADJ
fcis-11146	40	7	power	power	NOUN
fcis-11146	40	8	is	be	AUX
fcis-11146	40	9	left	leave	VERB
fcis-11146	40	10	in	in	ADP
fcis-11146	40	11	the	the	DET
fcis-11146	40	12	lithium	lithium	NOUN
fcis-11146	40	13	battery	battery	NOUN
fcis-11146	40	14	,	,	PUNCT
fcis-11146	40	15	it	it	PRON
fcis-11146	40	16	determines	determine	VERB
fcis-11146	40	17	how	how	SCONJ
fcis-11146	40	18	much	much	ADJ
fcis-11146	40	19	power	power	NOUN
fcis-11146	40	20	the	the	DET
fcis-11146	40	21	lithium	lithium	NOUN
fcis-11146	40	22	battery	battery	NOUN
fcis-11146	40	23	can	can	AUX
fcis-11146	40	24	continue	continue	VERB
fcis-11146	40	25	to	to	PART
fcis-11146	40	26	discharge	discharge	VERB
fcis-11146	40	27	.	.	PUNCT
fcis-11146	41	1	inaccurate	inaccurate	ADJ
fcis-11146	41	2	estimation	estimation	NOUN
fcis-11146	41	3	of	of	ADP
fcis-11146	41	4	soc	soc	NOUN
fcis-11146	41	5	can	can	AUX
fcis-11146	41	6	lead	lead	VERB
fcis-11146	41	7	to	to	ADP
fcis-11146	41	8	miscalculation	miscalculation	NOUN
fcis-11146	41	9	of	of	ADP
fcis-11146	41	10	electric	electric	ADJ
fcis-11146	41	11	vehicle	vehicle	NOUN
fcis-11146	41	12	driving	drive	VERB
fcis-11146	41	13	range	range	NOUN
fcis-11146	41	14	.	.	PUNCT
fcis-11146	42	1	furthermore	furthermore	ADV
fcis-11146	42	2	,	,	PUNCT
fcis-11146	42	3	soc	soc	NOUN
fcis-11146	42	4	is	be	AUX
fcis-11146	42	5	the	the	DET
fcis-11146	42	6	basis	basis	NOUN
fcis-11146	42	7	for	for	ADP
fcis-11146	42	8	other	other	ADJ
fcis-11146	42	9	performance	performance	NOUN
fcis-11146	42	10	indicators	indicator	NOUN
fcis-11146	42	11	,	,	PUNCT
fcis-11146	42	12	such	such	ADJ
fcis-11146	42	13	as	as	ADP
fcis-11146	42	14	soh	soh	PROPN
fcis-11146	42	15	estimation	estimation	NOUN
fcis-11146	42	16	[	[	X
fcis-11146	42	17	6	6	NUM
fcis-11146	42	18	,	,	PUNCT
fcis-11146	42	19	11	11	NUM
fcis-11146	42	20	]	]	PUNCT
fcis-11146	42	21	,	,	PUNCT
fcis-11146	42	22	fault	fault	VERB
fcis-11146	42	23	diagnosis	diagnosis	NOUN
fcis-11146	42	24	[	[	X
fcis-11146	42	25	12	12	NUM
fcis-11146	42	26	]	]	PUNCT
fcis-11146	42	27	,	,	PUNCT
fcis-11146	42	28	thermal	thermal	ADJ
fcis-11146	42	29	management	management	NOUN
fcis-11146	42	30	,	,	PUNCT
fcis-11146	42	31	etc	etc	X
fcis-11146	42	32	.	.	X
fcis-11146	42	33	,	,	PUNCT
fcis-11146	42	34	which	which	PRON
fcis-11146	42	35	are	be	AUX
fcis-11146	42	36	all	all	PRON
fcis-11146	42	37	based	base	VERB
fcis-11146	42	38	on	on	ADP
fcis-11146	42	39	soc	soc	NOUN
fcis-11146	42	40	.	.	PUNCT
fcis-11146	43	1	therefore	therefore	ADV
fcis-11146	43	2	,	,	PUNCT
fcis-11146	43	3	the	the	DET
fcis-11146	43	4	estimation	estimation	NOUN
fcis-11146	43	5	of	of	ADP
fcis-11146	43	6	soc	soc	NOUN
fcis-11146	43	7	is	be	AUX
fcis-11146	43	8	a	a	DET
fcis-11146	43	9	very	very	ADV
fcis-11146	43	10	momentous	momentous	ADJ
fcis-11146	43	11	research	research	NOUN
fcis-11146	43	12	topic	topic	NOUN
fcis-11146	43	13	for	for	ADP
fcis-11146	43	14	li	li	NOUN
fcis-11146	43	15	-	-	PUNCT
fcis-11146	43	16	ion	ion	NOUN
fcis-11146	43	17	battery	battery	NOUN
fcis-11146	43	18	.	.	PUNCT
fcis-11146	44	1	in	in	ADP
fcis-11146	44	2	contrast	contrast	NOUN
fcis-11146	44	3	,	,	PUNCT
fcis-11146	44	4	the	the	DET
fcis-11146	44	5	composition	composition	NOUN
fcis-11146	44	6	of	of	ADP
fcis-11146	44	7	li	li	NOUN
fcis-11146	44	8	-	-	NOUN
fcis-11146	44	9	ion	ion	NOUN
fcis-11146	44	10	battery	battery	NOUN
fcis-11146	44	11	[	[	X
fcis-11146	44	12	13	13	NUM
fcis-11146	44	13	]	]	PUNCT
fcis-11146	44	14	itself	itself	PRON
fcis-11146	44	15	is	be	AUX
fcis-11146	44	16	complex	complex	ADJ
fcis-11146	44	17	.	.	PUNCT
fcis-11146	45	1	in	in	ADP
fcis-11146	45	2	the	the	DET
fcis-11146	45	3	charging	charging	NOUN
fcis-11146	45	4	process	process	NOUN
fcis-11146	45	5	,	,	PUNCT
fcis-11146	45	6	li	li	PROPN
fcis-11146	45	7	-	-	NOUN
fcis-11146	45	8	ion	ion	NOUN
fcis-11146	45	9	battery	battery	NOUN
fcis-11146	45	10	is	be	AUX
fcis-11146	45	11	converted	convert	VERB
fcis-11146	45	12	from	from	ADP
fcis-11146	45	13	electrical	electrical	ADJ
fcis-11146	45	14	energy	energy	NOUN
fcis-11146	45	15	to	to	ADP
fcis-11146	45	16	chemical	chemical	ADJ
fcis-11146	45	17	energy	energy	NOUN
fcis-11146	45	18	.	.	PUNCT
fcis-11146	46	1	in	in	ADP
fcis-11146	46	2	the	the	DET
fcis-11146	46	3	procedure	procedure	NOUN
fcis-11146	46	4	of	of	ADP
fcis-11146	46	5	discharge	discharge	NOUN
fcis-11146	46	6	,	,	PUNCT
fcis-11146	46	7	the	the	DET
fcis-11146	46	8	lithium	lithium	NOUN
fcis-11146	46	9	battery	battery	NOUN
fcis-11146	46	10	is	be	AUX
fcis-11146	46	11	converted	convert	VERB
fcis-11146	46	12	conversion	conversion	NOUN
fcis-11146	46	13	from	from	ADP
fcis-11146	46	14	chemical	chemical	NOUN
fcis-11146	46	15	to	to	ADP
fcis-11146	46	16	electrical	electrical	ADJ
fcis-11146	46	17	energy	energy	NOUN
fcis-11146	46	18	[	[	X
fcis-11146	46	19	14	14	NUM
fcis-11146	46	20	]	]	PUNCT
fcis-11146	46	21	.	.	PUNCT
fcis-11146	47	1	and	and	CCONJ
fcis-11146	47	2	in	in	ADP
fcis-11146	47	3	the	the	DET
fcis-11146	47	4	resting	resting	NOUN
fcis-11146	47	5	process	process	NOUN
fcis-11146	47	6	,	,	PUNCT
fcis-11146	47	7	the	the	DET
fcis-11146	47	8	lithium	lithium	NOUN
fcis-11146	47	9	battery	battery	NOUN
fcis-11146	47	10	itself	itself	PRON
fcis-11146	47	11	has	have	VERB
fcis-11146	47	12	a	a	DET
fcis-11146	47	13	self	self	NOUN
fcis-11146	47	14	-	-	PUNCT
fcis-11146	47	15	discharge	discharge	NOUN
fcis-11146	47	16	effect	effect	NOUN
fcis-11146	47	17	.	.	PUNCT
fcis-11146	48	1	all	all	DET
fcis-11146	48	2	these	these	DET
fcis-11146	48	3	characteristics	characteristic	NOUN
fcis-11146	48	4	make	make	VERB
fcis-11146	48	5	the	the	DET
fcis-11146	48	6	estimation	estimation	NOUN
fcis-11146	48	7	of	of	ADP
fcis-11146	48	8	soc	soc	NOUN
fcis-11146	48	9	of	of	ADP
fcis-11146	48	10	libs	lib	NOUN
fcis-11146	48	11	very	very	ADV
fcis-11146	48	12	difficult	difficult	ADJ
fcis-11146	48	13	.	.	PUNCT
fcis-11146	49	1	currently	currently	ADV
fcis-11146	49	2	,	,	PUNCT
fcis-11146	49	3	the	the	DET
fcis-11146	49	4	research	research	NOUN
fcis-11146	49	5	for	for	ADP
fcis-11146	49	6	soc	soc	NOUN
fcis-11146	49	7	estimation	estimation	NOUN
fcis-11146	49	8	of	of	ADP
fcis-11146	49	9	libs	libs	PROPN
fcis-11146	49	10	(	(	PUNCT
fcis-11146	49	11	li	li	NOUN
fcis-11146	49	12	-	-	PUNCT
fcis-11146	49	13	ion	ion	NOUN
fcis-11146	49	14	batteries	battery	NOUN
fcis-11146	49	15	)	)	PUNCT
fcis-11146	49	16	is	be	AUX
fcis-11146	49	17	a	a	DET
fcis-11146	49	18	very	very	ADV
fcis-11146	49	19	hot	hot	ADJ
fcis-11146	49	20	direction	direction	NOUN
fcis-11146	49	21	.	.	PUNCT
fcis-11146	50	1	researchers	researcher	NOUN
fcis-11146	50	2	in	in	ADP
fcis-11146	50	3	various	various	ADJ
fcis-11146	50	4	countries	country	NOUN
fcis-11146	50	5	around	around	ADP
fcis-11146	50	6	the	the	DET
fcis-11146	50	7	world	world	NOUN
fcis-11146	50	8	have	have	AUX
fcis-11146	50	9	conducted	conduct	VERB
fcis-11146	50	10	relatively	relatively	ADV
fcis-11146	50	11	in	in	ADP
fcis-11146	50	12	-	-	PUNCT
fcis-11146	50	13	depth	depth	NOUN
fcis-11146	50	14	research	research	NOUN
fcis-11146	50	15	in	in	ADP
fcis-11146	50	16	this	this	DET
fcis-11146	50	17	area	area	NOUN
fcis-11146	50	18	[	[	X
fcis-11146	50	19	15	15	NUM
fcis-11146	50	20	]	]	PUNCT
fcis-11146	50	21	.	.	PUNCT
fcis-11146	51	1	there	there	PRON
fcis-11146	51	2	are	be	VERB
fcis-11146	51	3	three	three	NUM
fcis-11146	51	4	main	main	ADJ
fcis-11146	51	5	directions	direction	NOUN
fcis-11146	51	6	to	to	PART
fcis-11146	51	7	study	study	VERB
fcis-11146	51	8	the	the	DET
fcis-11146	51	9	estimation	estimation	NOUN
fcis-11146	51	10	of	of	ADP
fcis-11146	51	11	li	li	PROPN
fcis-11146	51	12	-	-	NOUN
fcis-11146	51	13	ion	ion	NOUN
fcis-11146	51	14	battery	battery	NOUN
fcis-11146	51	15	soc	soc	NOUN
fcis-11146	51	16	.	.	PUNCT
fcis-11146	52	1	the	the	DET
fcis-11146	52	2	first	first	ADJ
fcis-11146	52	3	direction	direction	NOUN
fcis-11146	52	4	is	be	AUX
fcis-11146	52	5	on	on	ADP
fcis-11146	52	6	account	account	NOUN
fcis-11146	52	7	of	of	ADP
fcis-11146	52	8	the	the	DET
fcis-11146	52	9	simple	simple	ADJ
fcis-11146	52	10	measurement	measurement	NOUN
fcis-11146	52	11	method	method	NOUN
fcis-11146	52	12	.	.	PUNCT
fcis-11146	53	1	the	the	DET
fcis-11146	53	2	main	main	ADJ
fcis-11146	53	3	basis	basis	NOUN
fcis-11146	53	4	of	of	ADP
fcis-11146	53	5	this	this	DET
fcis-11146	53	6	tactic	tactic	NOUN
fcis-11146	53	7	is	be	AUX
fcis-11146	53	8	that	that	SCONJ
fcis-11146	53	9	the	the	DET
fcis-11146	53	10	soc	soc	NOUN
fcis-11146	53	11	of	of	ADP
fcis-11146	53	12	li	li	PROPN
fcis-11146	53	13	-	-	NOUN
fcis-11146	53	14	ion	ion	NOUN
fcis-11146	53	15	battery	battery	NOUN
fcis-11146	53	16	and	and	CCONJ
fcis-11146	53	17	the	the	DET
fcis-11146	53	18	open	open	ADJ
fcis-11146	53	19	circuit	circuit	NOUN
fcis-11146	53	20	voltage	voltage	NOUN
fcis-11146	53	21	have	have	VERB
fcis-11146	53	22	a	a	DET
fcis-11146	53	23	very	very	ADV
fcis-11146	53	24	large	large	ADJ
fcis-11146	53	25	positive	positive	ADJ
fcis-11146	53	26	correlation	correlation	NOUN
fcis-11146	53	27	.	.	PUNCT
fcis-11146	54	1	and	and	CCONJ
fcis-11146	54	2	with	with	ADP
fcis-11146	54	3	the	the	DET
fcis-11146	54	4	discharging	discharge	VERB
fcis-11146	54	5	process	process	NOUN
fcis-11146	54	6	during	during	ADP
fcis-11146	54	7	the	the	DET
fcis-11146	54	8	driving	driving	NOUN
fcis-11146	54	9	of	of	ADP
fcis-11146	54	10	the	the	DET
fcis-11146	54	11	vehicle	vehicle	NOUN
fcis-11146	54	12	,	,	PUNCT
fcis-11146	54	13	the	the	DET
fcis-11146	54	14	current	current	NOUN
fcis-11146	54	15	will	will	AUX
fcis-11146	54	16	continue	continue	VERB
fcis-11146	54	17	to	to	PART
fcis-11146	54	18	discharge	discharge	VERB
fcis-11146	54	19	,	,	PUNCT
fcis-11146	54	20	and	and	CCONJ
fcis-11146	54	21	the	the	DET
fcis-11146	54	22	integration	integration	NOUN
fcis-11146	54	23	of	of	ADP
fcis-11146	54	24	current	current	ADJ
fcis-11146	54	25	discharge	discharge	NOUN
fcis-11146	54	26	over	over	ADP
fcis-11146	54	27	time	time	NOUN
fcis-11146	54	28	is	be	AUX
fcis-11146	54	29	the	the	DET
fcis-11146	54	30	amount	amount	NOUN
fcis-11146	54	31	of	of	ADP
fcis-11146	54	32	power	power	NOUN
fcis-11146	54	33	discharged	discharge	VERB
fcis-11146	54	34	.	.	PUNCT
fcis-11146	55	1	however	however	ADV
fcis-11146	55	2	,	,	PUNCT
fcis-11146	55	3	the	the	DET
fcis-11146	55	4	disadvantages	disadvantage	NOUN
fcis-11146	55	5	of	of	ADP
fcis-11146	55	6	this	this	DET
fcis-11146	55	7	method	method	NOUN
fcis-11146	55	8	are	be	AUX
fcis-11146	55	9	also	also	ADV
fcis-11146	55	10	very	very	ADV
fcis-11146	55	11	obvious	obvious	ADJ
fcis-11146	55	12	.	.	PUNCT
fcis-11146	56	1	first	first	ADV
fcis-11146	56	2	,	,	PUNCT
fcis-11146	56	3	the	the	DET
fcis-11146	56	4	measurement	measurement	NOUN
fcis-11146	56	5	of	of	ADP
fcis-11146	56	6	the	the	DET
fcis-11146	56	7	open	open	ADJ
fcis-11146	56	8	72	72	NUM
fcis-11146	56	9	circuit	circuit	NOUN
fcis-11146	56	10	voltage	voltage	NOUN
fcis-11146	56	11	itself	itself	PRON
fcis-11146	56	12	is	be	AUX
fcis-11146	56	13	very	very	ADV
fcis-11146	56	14	difficult	difficult	ADJ
fcis-11146	56	15	.	.	PUNCT
fcis-11146	57	1	only	only	ADV
fcis-11146	57	2	very	very	ADV
fcis-11146	57	3	specialized	specialized	ADJ
fcis-11146	57	4	research	research	NOUN
fcis-11146	57	5	institutions	institution	NOUN
fcis-11146	57	6	can	can	AUX
fcis-11146	57	7	measure	measure	VERB
fcis-11146	57	8	it	it	PRON
fcis-11146	57	9	.	.	PUNCT
fcis-11146	58	1	secondly	secondly	ADV
fcis-11146	58	2	.	.	PUNCT
fcis-11146	59	1	the	the	DET
fcis-11146	59	2	process	process	NOUN
fcis-11146	59	3	of	of	ADP
fcis-11146	59	4	measuring	measure	VERB
fcis-11146	59	5	the	the	DET
fcis-11146	59	6	open	open	ADJ
fcis-11146	59	7	-	-	PUNCT
fcis-11146	59	8	circuit	circuit	NOUN
fcis-11146	59	9	voltage	voltage	NOUN
fcis-11146	59	10	itself	itself	PRON
fcis-11146	59	11	is	be	AUX
fcis-11146	59	12	time	time	NOUN
fcis-11146	59	13	-	-	PUNCT
fcis-11146	59	14	consuming	consume	VERB
fcis-11146	59	15	[	[	X
fcis-11146	59	16	16	16	NUM
fcis-11146	59	17	]	]	PUNCT
fcis-11146	59	18	.	.	PUNCT
fcis-11146	60	1	each	each	DET
fcis-11146	60	2	short	short	ADJ
fcis-11146	60	3	time	time	NOUN
fcis-11146	60	4	discharge	discharge	NOUN
fcis-11146	60	5	requires	require	VERB
fcis-11146	60	6	2	2	NUM
fcis-11146	60	7	hours	hour	NOUN
fcis-11146	60	8	of	of	ADP
fcis-11146	60	9	resting	rest	VERB
fcis-11146	60	10	before	before	SCONJ
fcis-11146	60	11	the	the	DET
fcis-11146	60	12	open	open	ADJ
fcis-11146	60	13	circuit	circuit	NOUN
fcis-11146	60	14	voltage	voltage	NOUN
fcis-11146	60	15	value	value	NOUN
fcis-11146	60	16	can	can	AUX
fcis-11146	60	17	be	be	AUX
fcis-11146	60	18	measured	measure	VERB
fcis-11146	60	19	.	.	PUNCT
fcis-11146	61	1	third	third	ADJ
fcis-11146	61	2	,	,	PUNCT
fcis-11146	61	3	there	there	PRON
fcis-11146	61	4	is	be	VERB
fcis-11146	61	5	a	a	DET
fcis-11146	61	6	cumulative	cumulative	ADJ
fcis-11146	61	7	error	error	NOUN
fcis-11146	61	8	in	in	ADP
fcis-11146	61	9	the	the	DET
fcis-11146	61	10	ampere	ampere	NOUN
fcis-11146	61	11	-	-	PUNCT
fcis-11146	61	12	time	time	NOUN
fcis-11146	61	13	integration	integration	NOUN
fcis-11146	61	14	.	.	PUNCT
fcis-11146	62	1	as	as	SCONJ
fcis-11146	62	2	time	time	NOUN
fcis-11146	62	3	goes	go	VERB
fcis-11146	62	4	by	by	ADV
fcis-11146	62	5	,	,	PUNCT
fcis-11146	62	6	the	the	DET
fcis-11146	62	7	cumulative	cumulative	ADJ
fcis-11146	62	8	error	error	NOUN
fcis-11146	62	9	of	of	ADP
fcis-11146	62	10	ats	ats	PROPN
fcis-11146	62	11	integration	integration	NOUN
fcis-11146	62	12	will	will	AUX
fcis-11146	62	13	become	become	VERB
fcis-11146	62	14	larger	large	ADJ
fcis-11146	62	15	and	and	CCONJ
fcis-11146	62	16	larger	large	ADJ
fcis-11146	62	17	,	,	PUNCT
fcis-11146	62	18	which	which	PRON
fcis-11146	62	19	will	will	AUX
fcis-11146	62	20	lead	lead	VERB
fcis-11146	62	21	to	to	ADP
fcis-11146	62	22	less	less	ADJ
fcis-11146	62	23	and	and	CCONJ
fcis-11146	62	24	less	less	ADJ
fcis-11146	62	25	exactitude	exactitude	NOUN
fcis-11146	62	26	of	of	ADP
fcis-11146	62	27	soc	soc	NOUN
fcis-11146	62	28	estimation	estimation	NOUN
fcis-11146	62	29	.	.	PUNCT
fcis-11146	63	1	fourth	fourth	ADJ
fcis-11146	63	2	,	,	PUNCT
fcis-11146	63	3	the	the	DET
fcis-11146	63	4	battery	battery	NOUN
fcis-11146	63	5	will	will	AUX
fcis-11146	63	6	age	age	VERB
fcis-11146	63	7	with	with	ADP
fcis-11146	63	8	the	the	DET
fcis-11146	63	9	increase	increase	NOUN
fcis-11146	63	10	in	in	ADP
fcis-11146	63	11	service	service	NOUN
fcis-11146	63	12	life	life	NOUN
fcis-11146	63	13	.	.	PUNCT
fcis-11146	64	1	the	the	DET
fcis-11146	64	2	process	process	NOUN
fcis-11146	64	3	of	of	ADP
fcis-11146	64	4	battery	battery	NOUN
fcis-11146	64	5	aging	aging	NOUN
fcis-11146	64	6	is	be	AUX
fcis-11146	64	7	not	not	PART
fcis-11146	64	8	accounted	account	VERB
fcis-11146	64	9	for	for	ADP
fcis-11146	64	10	by	by	ADP
fcis-11146	64	11	the	the	DET
fcis-11146	64	12	simple	simple	ADJ
fcis-11146	64	13	measurement	measurement	NOUN
fcis-11146	64	14	method	method	NOUN
fcis-11146	64	15	.	.	PUNCT
fcis-11146	65	1	the	the	DET
fcis-11146	65	2	second	second	ADJ
fcis-11146	65	3	direction	direction	NOUN
fcis-11146	65	4	is	be	AUX
fcis-11146	65	5	the	the	DET
fcis-11146	65	6	model	model	NOUN
fcis-11146	65	7	-	-	PUNCT
fcis-11146	65	8	based	base	VERB
fcis-11146	65	9	estimation	estimation	NOUN
fcis-11146	65	10	method	method	NOUN
fcis-11146	65	11	.	.	PUNCT
fcis-11146	66	1	this	this	DET
fcis-11146	66	2	method	method	NOUN
fcis-11146	66	3	is	be	AUX
fcis-11146	66	4	by	by	ADP
fcis-11146	66	5	modeling	model	VERB
fcis-11146	66	6	the	the	DET
fcis-11146	66	7	libs	lib	NOUN
fcis-11146	66	8	.	.	PUNCT
fcis-11146	67	1	the	the	DET
fcis-11146	67	2	soc	soc	NOUN
fcis-11146	67	3	is	be	AUX
fcis-11146	67	4	capable	capable	ADJ
fcis-11146	67	5	of	of	ADP
fcis-11146	67	6	better	well	ADV
fcis-11146	67	7	estimated	estimate	VERB
fcis-11146	67	8	by	by	ADP
fcis-11146	67	9	accurate	accurate	ADJ
fcis-11146	67	10	modeling	modeling	NOUN
fcis-11146	67	11	.	.	PUNCT
fcis-11146	68	1	the	the	DET
fcis-11146	68	2	goodness	goodness	NOUN
fcis-11146	68	3	of	of	ADP
fcis-11146	68	4	the	the	DET
fcis-11146	68	5	model	model	NOUN
fcis-11146	68	6	directly	directly	ADV
fcis-11146	68	7	determines	determine	VERB
fcis-11146	68	8	the	the	DET
fcis-11146	68	9	goodness	goodness	NOUN
fcis-11146	68	10	of	of	ADP
fcis-11146	68	11	the	the	DET
fcis-11146	68	12	estimation	estimation	NOUN
fcis-11146	68	13	.	.	PUNCT
fcis-11146	69	1	the	the	DET
fcis-11146	69	2	value	value	NOUN
fcis-11146	69	3	estimated	estimate	VERB
fcis-11146	69	4	by	by	ADP
fcis-11146	69	5	the	the	DET
fcis-11146	69	6	model	model	NOUN
fcis-11146	69	7	is	be	AUX
fcis-11146	69	8	used	use	VERB
fcis-11146	69	9	as	as	ADP
fcis-11146	69	10	the	the	DET
fcis-11146	69	11	estimated	estimate	VERB
fcis-11146	69	12	value	value	NOUN
fcis-11146	69	13	of	of	ADP
fcis-11146	69	14	soc	soc	NOUN
fcis-11146	69	15	of	of	ADP
fcis-11146	69	16	li	li	PROPN
fcis-11146	69	17	-	-	NOUN
fcis-11146	69	18	ion	ion	NOUN
fcis-11146	69	19	battery	battery	NOUN
fcis-11146	69	20	.	.	PUNCT
fcis-11146	70	1	there	there	PRON
fcis-11146	70	2	are	be	VERB
fcis-11146	70	3	generally	generally	ADV
fcis-11146	70	4	the	the	DET
fcis-11146	70	5	following	follow	VERB
fcis-11146	70	6	commonly	commonly	ADV
fcis-11146	70	7	used	use	VERB
fcis-11146	70	8	models	model	NOUN
fcis-11146	70	9	.	.	PUNCT
fcis-11146	71	1	electrochemical	electrochemical	ADJ
fcis-11146	71	2	model	model	NOUN
fcis-11146	71	3	(	(	PUNCT
fcis-11146	71	4	em	em	PRON
fcis-11146	71	5	)	)	PUNCT
fcis-11146	71	6	.	.	PUNCT
fcis-11146	72	1	the	the	DET
fcis-11146	72	2	p2d	p2d	NUM
fcis-11146	72	3	[	[	X
fcis-11146	72	4	17	17	NUM
fcis-11146	72	5	]	]	PUNCT
fcis-11146	72	6	model	model	NOUN
fcis-11146	72	7	utilizes	utilize	VERB
fcis-11146	72	8	a	a	DET
fcis-11146	72	9	group	group	NOUN
fcis-11146	72	10	of	of	ADP
fcis-11146	72	11	coupled	couple	VERB
fcis-11146	72	12	prejudiced	prejudiced	ADJ
fcis-11146	72	13	differential	differential	ADJ
fcis-11146	72	14	equations	equation	NOUN
fcis-11146	72	15	to	to	PART
fcis-11146	72	16	portray	portray	VERB
fcis-11146	72	17	the	the	DET
fcis-11146	72	18	lithium	lithium	NOUN
fcis-11146	72	19	-	-	PUNCT
fcis-11146	72	20	ion	ion	NOUN
fcis-11146	72	21	concentration	concentration	NOUN
fcis-11146	72	22	and	and	CCONJ
fcis-11146	72	23	possibility	possibility	NOUN
fcis-11146	72	24	in	in	ADP
fcis-11146	72	25	the	the	DET
fcis-11146	72	26	solid	solid	ADJ
fcis-11146	72	27	phase	phase	NOUN
fcis-11146	72	28	of	of	ADP
fcis-11146	72	29	the	the	DET
fcis-11146	72	30	libs	lib	NOUN
fcis-11146	72	31	(	(	PUNCT
fcis-11146	72	32	li	li	NOUN
fcis-11146	72	33	-	-	NOUN
fcis-11146	72	34	ion	ion	NOUN
fcis-11146	72	35	battery	battery	NOUN
fcis-11146	72	36	)	)	PUNCT
fcis-11146	72	37	,	,	PUNCT
fcis-11146	72	38	and	and	CCONJ
fcis-11146	72	39	is	be	AUX
fcis-11146	72	40	the	the	DET
fcis-11146	72	41	most	most	ADV
fcis-11146	72	42	widely	widely	ADV
fcis-11146	72	43	used	use	VERB
fcis-11146	72	44	em	em	PRON
fcis-11146	72	45	for	for	ADP
fcis-11146	72	46	appraisal	appraisal	NOUN
fcis-11146	72	47	the	the	DET
fcis-11146	72	48	soc	soc	NOUN
fcis-11146	72	49	of	of	ADP
fcis-11146	72	50	libs	lib	NOUN
fcis-11146	72	51	.	.	PUNCT
fcis-11146	73	1	the	the	DET
fcis-11146	73	2	electrochemical	electrochemical	ADJ
fcis-11146	73	3	model	model	NOUN
fcis-11146	73	4	mainly	mainly	ADV
fcis-11146	73	5	reflects	reflect	VERB
fcis-11146	73	6	the	the	DET
fcis-11146	73	7	internal	internal	ADJ
fcis-11146	73	8	chemical	chemical	NOUN
fcis-11146	73	9	reaction	reaction	NOUN
fcis-11146	73	10	mechanism	mechanism	NOUN
fcis-11146	73	11	of	of	ADP
fcis-11146	73	12	the	the	DET
fcis-11146	73	13	battery	battery	NOUN
fcis-11146	73	14	and	and	CCONJ
fcis-11146	73	15	has	have	VERB
fcis-11146	73	16	high	high	ADJ
fcis-11146	73	17	accuracy	accuracy	NOUN
fcis-11146	73	18	,	,	PUNCT
fcis-11146	73	19	but	but	CCONJ
fcis-11146	73	20	it	it	PRON
fcis-11146	73	21	is	be	AUX
fcis-11146	73	22	difficult	difficult	ADJ
fcis-11146	73	23	to	to	PART
fcis-11146	73	24	determine	determine	VERB
fcis-11146	73	25	all	all	DET
fcis-11146	73	26	the	the	DET
fcis-11146	73	27	parameters	parameter	NOUN
fcis-11146	73	28	and	and	CCONJ
fcis-11146	73	29	has	have	VERB
fcis-11146	73	30	great	great	ADJ
fcis-11146	73	31	computational	computational	ADJ
fcis-11146	73	32	complexity	complexity	NOUN
fcis-11146	73	33	and	and	CCONJ
fcis-11146	73	34	time	time	NOUN
fcis-11146	73	35	-	-	PUNCT
fcis-11146	73	36	consuming	consume	VERB
fcis-11146	73	37	.	.	PUNCT
fcis-11146	74	1	eim	eim	PROPN
fcis-11146	75	1	[	[	X
fcis-11146	75	2	1].and	1].and	X
fcis-11146	75	3	eis	eis	PROPN
fcis-11146	75	4	are	be	AUX
fcis-11146	75	5	a	a	DET
fcis-11146	75	6	cell	cell	NOUN
fcis-11146	75	7	measurement	measurement	NOUN
fcis-11146	75	8	technique	technique	NOUN
fcis-11146	75	9	proposed	propose	VERB
fcis-11146	75	10	by	by	ADP
fcis-11146	75	11	heaviside	heaviside	NOUN
fcis-11146	75	12	in	in	ADP
fcis-11146	75	13	1894	1894	NUM
fcis-11146	75	14	and	and	CCONJ
fcis-11146	75	15	is	be	AUX
fcis-11146	75	16	commonly	commonly	ADV
fcis-11146	75	17	used	use	VERB
fcis-11146	75	18	to	to	PART
fcis-11146	75	19	model	model	VERB
fcis-11146	75	20	electrochemical	electrochemical	ADJ
fcis-11146	75	21	impedance	impedance	NOUN
fcis-11146	75	22	circuits	circuit	NOUN
fcis-11146	75	23	.	.	PUNCT
fcis-11146	76	1	the	the	DET
fcis-11146	76	2	eim	eim	PROPN
fcis-11146	76	3	can	can	AUX
fcis-11146	76	4	accurately	accurately	ADV
fcis-11146	76	5	describe	describe	VERB
fcis-11146	76	6	the	the	DET
fcis-11146	76	7	battery	battery	NOUN
fcis-11146	76	8	characteristics	characteristic	NOUN
fcis-11146	76	9	,	,	PUNCT
fcis-11146	76	10	but	but	CCONJ
fcis-11146	76	11	the	the	DET
fcis-11146	76	12	matching	matching	NOUN
fcis-11146	76	13	process	process	NOUN
fcis-11146	76	14	is	be	AUX
fcis-11146	76	15	difficult	difficult	ADJ
fcis-11146	76	16	,	,	PUNCT
fcis-11146	76	17	complex	complex	ADJ
fcis-11146	76	18	,	,	PUNCT
fcis-11146	76	19	and	and	CCONJ
fcis-11146	76	20	unintuitive	unintuitive	ADJ
fcis-11146	76	21	in	in	ADP
fcis-11146	76	22	practice	practice	NOUN
fcis-11146	76	23	.	.	PUNCT
fcis-11146	77	1	ecm	ecm	NOUN
fcis-11146	77	2	[	[	X
fcis-11146	77	3	18	18	NUM
fcis-11146	77	4	]	]	PUNCT
fcis-11146	77	5	be	be	AUX
fcis-11146	77	6	accustomed	accustom	VERB
fcis-11146	77	7	to	to	PART
fcis-11146	77	8	expound	expound	VERB
fcis-11146	77	9	and	and	CCONJ
fcis-11146	77	10	imitate	imitate	VERB
fcis-11146	77	11	the	the	DET
fcis-11146	77	12	dynamic	dynamic	ADJ
fcis-11146	77	13	peculiarity	peculiarity	NOUN
fcis-11146	77	14	of	of	ADP
fcis-11146	77	15	the	the	DET
fcis-11146	77	16	lib	lib	NOUN
fcis-11146	77	17	,	,	PUNCT
fcis-11146	77	18	that	that	PRON
fcis-11146	77	19	treats	treat	VERB
fcis-11146	77	20	the	the	DET
fcis-11146	77	21	battery	battery	NOUN
fcis-11146	77	22	as	as	ADP
fcis-11146	77	23	a	a	DET
fcis-11146	77	24	two	two	NUM
fcis-11146	77	25	-	-	PUNCT
fcis-11146	77	26	port	port	NOUN
fcis-11146	77	27	network	network	NOUN
fcis-11146	77	28	and	and	CCONJ
fcis-11146	77	29	exploits	exploit	VERB
fcis-11146	77	30	voltage	voltage	NOUN
fcis-11146	77	31	,	,	PUNCT
fcis-11146	77	32	resistors	resistor	NOUN
fcis-11146	77	33	,	,	PUNCT
fcis-11146	77	34	capacitors	capacitor	NOUN
fcis-11146	77	35	as	as	ADV
fcis-11146	77	36	well	well	ADV
fcis-11146	77	37	as	as	ADP
fcis-11146	77	38	other	other	ADJ
fcis-11146	77	39	devices	device	NOUN
fcis-11146	77	40	to	to	PART
fcis-11146	77	41	form	form	VERB
fcis-11146	77	42	a	a	DET
fcis-11146	77	43	circuit	circuit	NOUN
fcis-11146	77	44	to	to	PART
fcis-11146	77	45	resemble	resemble	VERB
fcis-11146	77	46	the	the	DET
fcis-11146	77	47	internal	internal	ADJ
fcis-11146	77	48	peculiarities	peculiarity	NOUN
fcis-11146	77	49	of	of	ADP
fcis-11146	77	50	the	the	DET
fcis-11146	77	51	lib	lib	PROPN
fcis-11146	77	52	.	.	PUNCT
fcis-11146	78	1	various	various	ADJ
fcis-11146	78	2	ecm	ecm	PROPN
fcis-11146	78	3	models	model	NOUN
fcis-11146	78	4	have	have	AUX
fcis-11146	78	5	been	be	AUX
fcis-11146	78	6	manipulated	manipulate	VERB
fcis-11146	78	7	for	for	ADP
fcis-11146	78	8	the	the	DET
fcis-11146	78	9	soc	soc	NOUN
fcis-11146	78	10	computation	computation	NOUN
fcis-11146	78	11	of	of	ADP
fcis-11146	78	12	libs	lib	NOUN
fcis-11146	78	13	,	,	PUNCT
fcis-11146	78	14	such	such	ADJ
fcis-11146	78	15	as	as	ADP
fcis-11146	78	16	rint	rint	NOUN
fcis-11146	78	17	[	[	X
fcis-11146	78	18	19	19	NUM
fcis-11146	78	19	]	]	PUNCT
fcis-11146	78	20	model	model	NOUN
fcis-11146	78	21	,	,	PUNCT
fcis-11146	78	22	thevenin	thevenin	NOUN
fcis-11146	78	23	model	model	NOUN
fcis-11146	78	24	,	,	PUNCT
fcis-11146	78	25	2nd	2nd	ADJ
fcis-11146	78	26	order	order	NOUN
fcis-11146	78	27	resistor	resistor	NOUN
fcis-11146	78	28	-	-	PUNCT
fcis-11146	78	29	capacitor	capacitor	NOUN
fcis-11146	78	30	parallel	parallel	ADJ
fcis-11146	78	31	equivalence	equivalence	NOUN
fcis-11146	78	32	model	model	NOUN
fcis-11146	78	33	,	,	PUNCT
fcis-11146	78	34	and	and	CCONJ
fcis-11146	78	35	pngv	pngv	ADJ
fcis-11146	78	36	model	model	NOUN
fcis-11146	78	37	.	.	PUNCT
fcis-11146	79	1	the	the	DET
fcis-11146	79	2	third	third	ADJ
fcis-11146	79	3	direction	direction	NOUN
fcis-11146	79	4	is	be	AUX
fcis-11146	79	5	a	a	DET
fcis-11146	79	6	data	data	NOUN
fcis-11146	79	7	-	-	PUNCT
fcis-11146	79	8	driven	drive	VERB
fcis-11146	79	9	approach	approach	NOUN
fcis-11146	79	10	.	.	PUNCT
fcis-11146	80	1	the	the	DET
fcis-11146	80	2	term	term	NOUN
fcis-11146	80	3	"	"	PUNCT
fcis-11146	80	4	data	data	NOUN
fcis-11146	80	5	-	-	PUNCT
fcis-11146	80	6	driven	drive	VERB
fcis-11146	80	7	impression	impression	NOUN
fcis-11146	80	8	method	method	NOUN
fcis-11146	80	9	"	"	PUNCT
fcis-11146	80	10	refers	refer	VERB
fcis-11146	80	11	to	to	ADP
fcis-11146	80	12	the	the	DET
fcis-11146	80	13	process	process	NOUN
fcis-11146	80	14	of	of	ADP
fcis-11146	80	15	directly	directly	ADV
fcis-11146	80	16	estimating	estimate	VERB
fcis-11146	80	17	soc	soc	NOUN
fcis-11146	80	18	from	from	ADP
fcis-11146	80	19	lib	lib	PROPN
fcis-11146	80	20	data	datum	NOUN
fcis-11146	80	21	by	by	ADP
fcis-11146	80	22	measuring	measure	VERB
fcis-11146	80	23	ir	ir	NOUN
fcis-11146	80	24	,	,	PUNCT
fcis-11146	80	25	voltage	voltage	NOUN
fcis-11146	80	26	,	,	PUNCT
fcis-11146	80	27	current	current	ADJ
fcis-11146	80	28	,	,	PUNCT
fcis-11146	80	29	as	as	ADV
fcis-11146	80	30	well	well	ADV
fcis-11146	80	31	as	as	ADP
fcis-11146	80	32	temperature	temperature	NOUN
fcis-11146	80	33	.	.	PUNCT
fcis-11146	81	1	datadriven	datadriven	ADJ
fcis-11146	81	2	soc	soc	PROPN
fcis-11146	81	3	impression	impression	NOUN
fcis-11146	81	4	approaches	approach	NOUN
fcis-11146	81	5	frequently	frequently	ADV
fcis-11146	81	6	employ	employ	VERB
fcis-11146	81	7	machine	machine	NOUN
fcis-11146	81	8	learning	learn	VERB
fcis-11146	81	9	rostrums	rostrum	NOUN
fcis-11146	81	10	to	to	PART
fcis-11146	81	11	spontaneously	spontaneously	ADV
fcis-11146	81	12	learn	learn	VERB
fcis-11146	81	13	the	the	DET
fcis-11146	81	14	network	network	NOUN
fcis-11146	81	15	parameters	parameter	NOUN
fcis-11146	81	16	and	and	CCONJ
fcis-11146	81	17	determine	determine	VERB
fcis-11146	81	18	the	the	DET
fcis-11146	81	19	relationship	relationship	NOUN
fcis-11146	81	20	between	between	ADP
fcis-11146	81	21	battery	battery	NOUN
fcis-11146	81	22	parameters	parameter	NOUN
fcis-11146	81	23	and	and	CCONJ
fcis-11146	81	24	soc	soc	NOUN
fcis-11146	81	25	using	use	VERB
fcis-11146	81	26	intelligent	intelligent	ADJ
fcis-11146	81	27	algorithms	algorithm	NOUN
fcis-11146	81	28	due	due	ADP
fcis-11146	81	29	to	to	ADP
fcis-11146	81	30	the	the	DET
fcis-11146	81	31	recent	recent	ADJ
fcis-11146	81	32	rapid	rapid	ADJ
fcis-11146	81	33	growth	growth	NOUN
fcis-11146	81	34	of	of	ADP
fcis-11146	81	35	machine	machine	NOUN
fcis-11146	81	36	learning	learning	NOUN
fcis-11146	81	37	.	.	PUNCT
fcis-11146	82	1	artificially	artificially	ADV
fcis-11146	82	2	intelligent	intelligent	ADJ
fcis-11146	82	3	artificial	artificial	ADJ
fcis-11146	82	4	neural	neural	ADJ
fcis-11146	82	5	networks	network	NOUN
fcis-11146	82	6	,	,	PUNCT
fcis-11146	82	7	svm	svm	VERB
fcis-11146	82	8	[	[	X
fcis-11146	82	9	20	20	NUM
fcis-11146	82	10	]	]	PUNCT
fcis-11146	82	11	,	,	PUNCT
fcis-11146	82	12	and	and	CCONJ
fcis-11146	82	13	extreme	extreme	ADJ
fcis-11146	82	14	learning	learning	NOUN
fcis-11146	82	15	machine	machine	NOUN
fcis-11146	82	16	(	(	PUNCT
fcis-11146	82	17	elm	elm	PROPN
fcis-11146	82	18	)	)	PUNCT
fcis-11146	83	1	[	[	X
fcis-11146	83	2	21	21	NUM
fcis-11146	83	3	]	]	X
fcis-11146	83	4	are	be	AUX
fcis-11146	83	5	all	all	PRON
fcis-11146	83	6	common	common	ADJ
fcis-11146	83	7	machine	machine	NOUN
fcis-11146	83	8	learning	learn	VERB
fcis-11146	83	9	techniques	technique	NOUN
fcis-11146	83	10	for	for	ADP
fcis-11146	83	11	soc	soc	NOUN
fcis-11146	83	12	estimate	estimate	NOUN
fcis-11146	83	13	.	.	PUNCT
fcis-11146	84	1	in	in	ADP
fcis-11146	84	2	this	this	DET
fcis-11146	84	3	paper	paper	NOUN
fcis-11146	84	4	,	,	PUNCT
fcis-11146	84	5	it	it	PRON
fcis-11146	84	6	proposes	propose	VERB
fcis-11146	84	7	a	a	DET
fcis-11146	84	8	new	new	ADJ
fcis-11146	84	9	lstm	lstm	ADJ
fcis-11146	84	10	-	-	PUNCT
fcis-11146	84	11	attention	attention	NOUN
fcis-11146	84	12	-	-	PUNCT
fcis-11146	84	13	r	r	NOUN
fcis-11146	84	14	network	network	NOUN
fcis-11146	84	15	framework	framework	NOUN
fcis-11146	84	16	.	.	PUNCT
fcis-11146	85	1	it	it	PRON
fcis-11146	85	2	is	be	AUX
fcis-11146	85	3	able	able	ADJ
fcis-11146	85	4	to	to	PART
fcis-11146	85	5	extract	extract	VERB
fcis-11146	85	6	the	the	DET
fcis-11146	85	7	temporal	temporal	ADJ
fcis-11146	85	8	information	information	NOUN
fcis-11146	85	9	of	of	ADP
fcis-11146	85	10	lithium	lithium	NOUN
fcis-11146	85	11	battery	battery	NOUN
fcis-11146	85	12	features	feature	NOUN
fcis-11146	85	13	using	use	VERB
fcis-11146	85	14	stacked	stack	VERB
fcis-11146	85	15	lstm	lstm	ADJ
fcis-11146	85	16	networks	network	NOUN
fcis-11146	85	17	.	.	PUNCT
fcis-11146	86	1	meanwhile	meanwhile	ADV
fcis-11146	86	2	,	,	PUNCT
fcis-11146	86	3	adding	add	VERB
fcis-11146	86	4	stacked	stack	VERB
fcis-11146	86	5	attention	attention	NOUN
fcis-11146	86	6	network	network	NOUN
fcis-11146	86	7	can	can	AUX
fcis-11146	86	8	avoid	avoid	VERB
fcis-11146	86	9	the	the	DET
fcis-11146	86	10	problem	problem	NOUN
fcis-11146	86	11	of	of	ADP
fcis-11146	86	12	long	long	ADJ
fcis-11146	86	13	-	-	PUNCT
fcis-11146	86	14	term	term	NOUN
fcis-11146	86	15	dependency	dependency	NOUN
fcis-11146	86	16	of	of	ADP
fcis-11146	86	17	lstm	lstm	NOUN
fcis-11146	86	18	network	network	NOUN
fcis-11146	86	19	.	.	PUNCT
fcis-11146	87	1	the	the	DET
fcis-11146	87	2	added	add	VERB
fcis-11146	87	3	stacked	stack	VERB
fcis-11146	87	4	attention	attention	NOUN
fcis-11146	87	5	network	network	NOUN
fcis-11146	87	6	can	can	AUX
fcis-11146	87	7	better	well	ADV
fcis-11146	87	8	focus	focus	VERB
fcis-11146	87	9	on	on	ADP
fcis-11146	87	10	the	the	DET
fcis-11146	87	11	global	global	ADJ
fcis-11146	87	12	information	information	NOUN
fcis-11146	87	13	.	.	PUNCT
fcis-11146	88	1	the	the	DET
fcis-11146	88	2	lstm	lstm	ADJ
fcis-11146	88	3	-	-	PUNCT
fcis-11146	88	4	attention	attention	NOUN
fcis-11146	88	5	-	-	PUNCT
fcis-11146	88	6	r	r	NOUN
fcis-11146	88	7	network	network	NOUN
fcis-11146	88	8	architecture	architecture	NOUN
fcis-11146	88	9	designed	design	VERB
fcis-11146	88	10	in	in	ADP
fcis-11146	88	11	this	this	DET
fcis-11146	88	12	paper	paper	NOUN
fcis-11146	88	13	can	can	AUX
fcis-11146	88	14	well	well	ADV
fcis-11146	88	15	combine	combine	VERB
fcis-11146	88	16	the	the	DET
fcis-11146	88	17	advantages	advantage	NOUN
fcis-11146	88	18	of	of	ADP
fcis-11146	88	19	the	the	DET
fcis-11146	88	20	two	two	NUM
fcis-11146	88	21	networks	network	NOUN
fcis-11146	88	22	and	and	CCONJ
fcis-11146	88	23	avoid	avoid	VERB
fcis-11146	88	24	their	their	PRON
fcis-11146	88	25	disadvantages	disadvantage	NOUN
fcis-11146	88	26	.	.	PUNCT
fcis-11146	89	1	through	through	ADP
fcis-11146	89	2	the	the	DET
fcis-11146	89	3	performance	performance	NOUN
fcis-11146	89	4	comparison	comparison	NOUN
fcis-11146	89	5	,	,	PUNCT
fcis-11146	89	6	the	the	DET
fcis-11146	89	7	new	new	ADJ
fcis-11146	89	8	network	network	NOUN
fcis-11146	89	9	framework	framework	NOUN
fcis-11146	89	10	proposed	propose	VERB
fcis-11146	89	11	in	in	ADP
fcis-11146	89	12	this	this	DET
fcis-11146	89	13	paper	paper	NOUN
fcis-11146	89	14	is	be	AUX
fcis-11146	89	15	better	well	ADJ
fcis-11146	89	16	than	than	ADP
fcis-11146	89	17	the	the	DET
fcis-11146	89	18	lstm	lstm	PROPN
fcis-11146	89	19	network	network	NOUN
fcis-11146	89	20	and	and	CCONJ
fcis-11146	89	21	attention	attention	NOUN
fcis-11146	89	22	network	network	NOUN
fcis-11146	89	23	,	,	PUNCT
fcis-11146	89	24	and	and	CCONJ
fcis-11146	89	25	the	the	DET
fcis-11146	89	26	training	training	NOUN
fcis-11146	89	27	error	error	NOUN
fcis-11146	89	28	and	and	CCONJ
fcis-11146	89	29	testing	testing	NOUN
fcis-11146	89	30	error	error	NOUN
fcis-11146	89	31	of	of	ADP
fcis-11146	89	32	are	be	AUX
fcis-11146	89	33	smaller	small	ADJ
fcis-11146	89	34	.	.	PUNCT
fcis-11146	90	1	2	2	X
fcis-11146	90	2	.	.	NUM
fcis-11146	90	3	related	relate	VERB
fcis-11146	90	4	works	work	NOUN
fcis-11146	90	5	there	there	PRON
fcis-11146	90	6	are	be	VERB
fcis-11146	90	7	three	three	NUM
fcis-11146	90	8	methods	method	NOUN
fcis-11146	90	9	to	to	PART
fcis-11146	90	10	approximate	approximate	VERB
fcis-11146	90	11	the	the	DET
fcis-11146	90	12	soc	soc	NOUN
fcis-11146	90	13	to	to	PART
fcis-11146	90	14	lib	lib	PROPN
fcis-11146	91	1	[	[	X
fcis-11146	91	2	22	22	NUM
fcis-11146	91	3	]	]	PUNCT
fcis-11146	91	4	.	.	PUNCT
fcis-11146	92	1	the	the	DET
fcis-11146	92	2	first	first	ADJ
fcis-11146	92	3	method	method	NOUN
fcis-11146	92	4	is	be	AUX
fcis-11146	92	5	the	the	DET
fcis-11146	92	6	direct	direct	ADJ
fcis-11146	92	7	measurement	measurement	NOUN
fcis-11146	92	8	method	method	NOUN
fcis-11146	92	9	.	.	PUNCT
fcis-11146	93	1	the	the	DET
fcis-11146	93	2	ocv	ocv	NOUN
fcis-11146	93	3	[	[	X
fcis-11146	93	4	23	23	NUM
fcis-11146	93	5	]	]	PUNCT
fcis-11146	93	6	measurement	measurement	NOUN
fcis-11146	93	7	method	method	NOUN
fcis-11146	93	8	is	be	AUX
fcis-11146	93	9	more	more	ADV
fcis-11146	93	10	accurate	accurate	ADJ
fcis-11146	93	11	,	,	PUNCT
fcis-11146	93	12	but	but	CCONJ
fcis-11146	93	13	requires	require	VERB
fcis-11146	93	14	specialized	specialized	ADJ
fcis-11146	93	15	equipment	equipment	NOUN
fcis-11146	93	16	for	for	ADP
fcis-11146	93	17	measurement	measurement	NOUN
fcis-11146	93	18	,	,	PUNCT
fcis-11146	93	19	and	and	CCONJ
fcis-11146	93	20	the	the	DET
fcis-11146	93	21	process	process	NOUN
fcis-11146	93	22	of	of	ADP
fcis-11146	93	23	ocv	ocv	ADJ
fcis-11146	93	24	measurement	measurement	NOUN
fcis-11146	93	25	requires	require	VERB
fcis-11146	93	26	resting	rest	VERB
fcis-11146	93	27	.	.	PUNCT
fcis-11146	94	1	therefore	therefore	ADV
fcis-11146	94	2	,	,	PUNCT
fcis-11146	94	3	it	it	PRON
fcis-11146	94	4	is	be	AUX
fcis-11146	94	5	not	not	PART
fcis-11146	94	6	too	too	ADV
fcis-11146	94	7	much	much	ADV
fcis-11146	94	8	used	use	VERB
fcis-11146	94	9	in	in	ADP
fcis-11146	94	10	practice	practice	NOUN
fcis-11146	94	11	,	,	PUNCT
fcis-11146	94	12	and	and	CCONJ
fcis-11146	94	13	is	be	AUX
fcis-11146	94	14	usually	usually	ADV
fcis-11146	94	15	measured	measure	VERB
fcis-11146	94	16	by	by	ADP
fcis-11146	94	17	manufacturers	manufacturer	NOUN
fcis-11146	94	18	after	after	ADP
fcis-11146	94	19	special	special	ADJ
fcis-11146	94	20	instruments	instrument	NOUN
fcis-11146	94	21	.	.	PUNCT
fcis-11146	95	1	in	in	ADP
fcis-11146	95	2	addition	addition	NOUN
fcis-11146	95	3	,	,	PUNCT
fcis-11146	95	4	ocv	ocv	ADJ
fcis-11146	95	5	measurement	measurement	NOUN
fcis-11146	95	6	can	can	AUX
fcis-11146	95	7	be	be	AUX
fcis-11146	95	8	inaccurate	inaccurate	ADJ
fcis-11146	95	9	with	with	ADP
fcis-11146	95	10	the	the	DET
fcis-11146	95	11	avail	avail	NOUN
fcis-11146	95	12	of	of	ADP
fcis-11146	95	13	libs	lib	NOUN
fcis-11146	95	14	.	.	PUNCT
fcis-11146	96	1	this	this	PRON
fcis-11146	96	2	is	be	AUX
fcis-11146	96	3	because	because	SCONJ
fcis-11146	96	4	the	the	DET
fcis-11146	96	5	increase	increase	NOUN
fcis-11146	96	6	in	in	ADP
fcis-11146	96	7	polarization	polarization	NOUN
fcis-11146	96	8	internal	internal	ADJ
fcis-11146	96	9	resistance	resistance	NOUN
fcis-11146	96	10	causes	cause	VERB
fcis-11146	96	11	the	the	DET
fcis-11146	96	12	previously	previously	ADV
fcis-11146	96	13	measured	measure	VERB
fcis-11146	96	14	ocv	ocv	ADJ
fcis-11146	96	15	values	value	NOUN
fcis-11146	96	16	to	to	PART
fcis-11146	96	17	no	no	ADV
fcis-11146	96	18	longer	long	ADV
fcis-11146	96	19	be	be	AUX
fcis-11146	96	20	accurate	accurate	ADJ
fcis-11146	96	21	.	.	PUNCT
fcis-11146	97	1	wei	wei	PROPN
fcis-11146	97	2	zhongbao	zhongbao	PROPN
fcis-11146	98	1	[	[	X
fcis-11146	98	2	24	24	NUM
fcis-11146	98	3	]	]	PUNCT
fcis-11146	98	4	suggests	suggest	VERB
fcis-11146	98	5	that	that	SCONJ
fcis-11146	98	6	ocv	ocv	ADJ
fcis-11146	98	7	values	value	NOUN
fcis-11146	98	8	can	can	AUX
fcis-11146	98	9	be	be	AUX
fcis-11146	98	10	better	well	ADV
fcis-11146	98	11	measured	measure	VERB
fcis-11146	98	12	by	by	ADP
fcis-11146	98	13	using	use	VERB
fcis-11146	98	14	a	a	DET
fcis-11146	98	15	low	low	ADJ
fcis-11146	98	16	-	-	PUNCT
fcis-11146	98	17	current	current	ADJ
fcis-11146	98	18	method	method	NOUN
fcis-11146	98	19	.	.	PUNCT
fcis-11146	99	1	movassagh	movassagh	PROPN
fcis-11146	100	1	[	[	X
fcis-11146	100	2	25	25	NUM
fcis-11146	100	3	]	]	PUNCT
fcis-11146	100	4	presents	present	VERB
fcis-11146	100	5	a	a	DET
fcis-11146	100	6	scheme	scheme	NOUN
fcis-11146	100	7	for	for	ADP
fcis-11146	100	8	estimating	estimate	VERB
fcis-11146	100	9	soc	soc	NOUN
fcis-11146	100	10	through	through	ADP
fcis-11146	100	11	the	the	DET
fcis-11146	100	12	coulomb	coulomb	NOUN
fcis-11146	100	13	counting	counting	NOUN
fcis-11146	100	14	method	method	NOUN
fcis-11146	100	15	.	.	PUNCT
fcis-11146	101	1	wang	wang	PROPN
fcis-11146	101	2	zuolu[26	zuolu[26	PROPN
fcis-11146	101	3	]	]	PUNCT
fcis-11146	101	4	has	have	VERB
fcis-11146	101	5	a	a	DET
fcis-11146	101	6	practice	practice	NOUN
fcis-11146	101	7	for	for	ADP
fcis-11146	101	8	appraising	appraise	VERB
fcis-11146	101	9	the	the	DET
fcis-11146	101	10	value	value	NOUN
fcis-11146	101	11	of	of	ADP
fcis-11146	101	12	soc	soc	NOUN
fcis-11146	101	13	by	by	ADP
fcis-11146	101	14	ecm	ecm	PROPN
fcis-11146	101	15	model	model	NOUN
fcis-11146	101	16	.	.	PUNCT
fcis-11146	102	1	the	the	DET
fcis-11146	102	2	modelbased	modelbase	VERB
fcis-11146	102	3	soc	soc	NOUN
fcis-11146	102	4	estimation	estimation	NOUN
fcis-11146	102	5	method	method	NOUN
fcis-11146	102	6	focuses	focus	VERB
fcis-11146	102	7	on	on	ADP
fcis-11146	102	8	the	the	DET
fcis-11146	102	9	lithium	lithium	NOUN
fcis-11146	102	10	-	-	PUNCT
fcis-11146	102	11	ion	ion	NOUN
fcis-11146	102	12	battery	battery	NOUN
fcis-11146	102	13	as	as	ADP
fcis-11146	102	14	an	an	DET
fcis-11146	102	15	equivalent	equivalent	ADJ
fcis-11146	102	16	circuit	circuit	NOUN
fcis-11146	102	17	or	or	CCONJ
fcis-11146	102	18	electrochemical	electrochemical	ADJ
fcis-11146	102	19	model	model	NOUN
fcis-11146	102	20	.	.	PUNCT
fcis-11146	103	1	choi	choi	NOUN
fcis-11146	103	2	woosung	woosung	PROPN
fcis-11146	104	1	[	[	X
fcis-11146	104	2	27	27	NUM
fcis-11146	104	3	]	]	PUNCT
fcis-11146	104	4	uses	use	VERB
fcis-11146	104	5	the	the	DET
fcis-11146	104	6	eis	eis	PROPN
fcis-11146	104	7	method	method	NOUN
fcis-11146	104	8	to	to	PART
fcis-11146	104	9	model	model	VERB
fcis-11146	104	10	the	the	DET
fcis-11146	104	11	lithiumion	lithiumion	NOUN
fcis-11146	104	12	battery	battery	NOUN
fcis-11146	104	13	.	.	PUNCT
fcis-11146	105	1	yang	yang	PROPN
fcis-11146	105	2	fangfang	fangfang	PROPN
fcis-11146	106	1	[	[	X
fcis-11146	106	2	28	28	NUM
fcis-11146	106	3	]	]	PUNCT
fcis-11146	106	4	presents	present	VERB
fcis-11146	106	5	a	a	DET
fcis-11146	106	6	new	new	ADJ
fcis-11146	106	7	idea	idea	NOUN
fcis-11146	106	8	of	of	ADP
fcis-11146	106	9	mixing	mix	VERB
fcis-11146	106	10	lstm	lstm	NOUN
fcis-11146	106	11	and	and	CCONJ
fcis-11146	106	12	ukf	ukf	NOUN
fcis-11146	106	13	.	.	PUNCT
fcis-11146	107	1	liu	liu	PROPN
fcis-11146	107	2	xiangsi	xiangsi	PROPN
fcis-11146	108	1	[	[	X
fcis-11146	108	2	29	29	NUM
fcis-11146	108	3	]	]	PUNCT
fcis-11146	108	4	uses	use	VERB
fcis-11146	108	5	the	the	DET
fcis-11146	108	6	em	em	PROPN
fcis-11146	108	7	method	method	NOUN
fcis-11146	108	8	to	to	PART
fcis-11146	108	9	model	model	VERB
fcis-11146	108	10	the	the	DET
fcis-11146	108	11	solid	solid	ADJ
fcis-11146	108	12	-	-	PUNCT
fcis-11146	108	13	state	state	NOUN
fcis-11146	108	14	batteries	battery	NOUN
fcis-11146	108	15	.	.	PUNCT
fcis-11146	109	1	the	the	DET
fcis-11146	109	2	soc	soc	NOUN
fcis-11146	109	3	is	be	AUX
fcis-11146	109	4	then	then	ADV
fcis-11146	109	5	estimated	estimate	VERB
fcis-11146	109	6	by	by	ADP
fcis-11146	109	7	the	the	DET
fcis-11146	109	8	model	model	NOUN
fcis-11146	109	9	.	.	PUNCT
fcis-11146	110	1	the	the	DET
fcis-11146	110	2	third	third	ADJ
fcis-11146	110	3	method	method	NOUN
fcis-11146	110	4	is	be	AUX
fcis-11146	110	5	based	base	VERB
fcis-11146	110	6	on	on	ADP
fcis-11146	110	7	a	a	DET
fcis-11146	110	8	data	data	NOUN
fcis-11146	110	9	-	-	PUNCT
fcis-11146	110	10	driven	drive	VERB
fcis-11146	110	11	approach	approach	NOUN
fcis-11146	110	12	[	[	X
fcis-11146	110	13	30	30	NUM
fcis-11146	110	14	]	]	PUNCT
fcis-11146	110	15	.	.	PUNCT
fcis-11146	111	1	data	data	NOUN
fcis-11146	111	2	-	-	PUNCT
fcis-11146	111	3	driven	drive	VERB
fcis-11146	111	4	approaches	approach	NOUN
fcis-11146	111	5	are	be	AUX
fcis-11146	111	6	a	a	DET
fcis-11146	111	7	popular	popular	ADJ
fcis-11146	111	8	direction	direction	NOUN
fcis-11146	111	9	in	in	ADP
fcis-11146	111	10	libs	libs	PROPN
fcis-11146	111	11	soc	soc	NOUN
fcis-11146	111	12	approximation	approximation	NOUN
fcis-11146	111	13	at	at	ADP
fcis-11146	111	14	this	this	DET
fcis-11146	111	15	stage	stage	NOUN
fcis-11146	111	16	.	.	PUNCT
fcis-11146	112	1	zou	zou	NOUN
fcis-11146	112	2	runmin	runmin	PROPN
fcis-11146	112	3	[	[	X
fcis-11146	112	4	31	31	NUM
fcis-11146	112	5	]	]	PUNCT
fcis-11146	112	6	proposes	propose	VERB
fcis-11146	112	7	a	a	DET
fcis-11146	112	8	convolutional	convolutional	ADJ
fcis-11146	112	9	informer	informer	ADJ
fcis-11146	112	10	network	network	NOUN
fcis-11146	112	11	-	-	PUNCT
fcis-11146	112	12	based	base	VERB
fcis-11146	112	13	procedure	procedure	NOUN
fcis-11146	112	14	to	to	PART
fcis-11146	112	15	estimate	estimate	VERB
fcis-11146	112	16	the	the	DET
fcis-11146	112	17	soc	soc	NOUN
fcis-11146	112	18	of	of	ADP
fcis-11146	112	19	lithium	lithium	NOUN
fcis-11146	112	20	-	-	PUNCT
fcis-11146	112	21	ion	ion	NOUN
fcis-11146	112	22	batteries	battery	NOUN
fcis-11146	112	23	.	.	PUNCT
fcis-11146	113	1	wu	wu	PROPN
fcis-11146	113	2	lifeng	lifeng	PROPN
fcis-11146	114	1	[	[	X
fcis-11146	114	2	32	32	NUM
fcis-11146	114	3	]	]	PUNCT
fcis-11146	114	4	proposed	propose	VERB
fcis-11146	114	5	an	an	DET
fcis-11146	114	6	algorithm	algorithm	NOUN
fcis-11146	114	7	based	base	VERB
fcis-11146	114	8	on	on	ADP
fcis-11146	114	9	attention	attention	NOUN
fcis-11146	114	10	-	-	PUNCT
fcis-11146	114	11	based	base	VERB
fcis-11146	114	12	encoderdecoder	encoderdecoder	NOUN
fcis-11146	114	13	networks	network	NOUN
fcis-11146	114	14	.	.	PUNCT
fcis-11146	115	1	by	by	ADP
fcis-11146	115	2	further	far	ADV
fcis-11146	115	3	modifying	modify	VERB
fcis-11146	115	4	the	the	DET
fcis-11146	115	5	attention	attention	NOUN
fcis-11146	115	6	-	-	PUNCT
fcis-11146	115	7	based	base	VERB
fcis-11146	115	8	encoder	encoder	NOUN
fcis-11146	115	9	-	-	PUNCT
fcis-11146	115	10	decoder	decoder	NOUN
fcis-11146	115	11	networks	network	NOUN
fcis-11146	115	12	algorithm	algorithm	NOUN
fcis-11146	115	13	,	,	PUNCT
fcis-11146	115	14	it	it	PRON
fcis-11146	115	15	can	can	AUX
fcis-11146	115	16	be	be	AUX
fcis-11146	115	17	applicable	applicable	ADJ
fcis-11146	115	18	to	to	ADP
fcis-11146	115	19	the	the	DET
fcis-11146	115	20	dataset	dataset	NOUN
fcis-11146	115	21	of	of	ADP
fcis-11146	115	22	lithium	lithium	NOUN
fcis-11146	115	23	-	-	PUNCT
fcis-11146	115	24	ion	ion	NOUN
fcis-11146	115	25	batteries	battery	NOUN
fcis-11146	115	26	.	.	PUNCT
fcis-11146	116	1	tian	tian	PROPN
fcis-11146	116	2	yong	yong	PROPN
fcis-11146	117	1	[	[	X
fcis-11146	117	2	33	33	NUM
fcis-11146	117	3	]	]	PUNCT
fcis-11146	117	4	proposes	propose	VERB
fcis-11146	117	5	a	a	DET
fcis-11146	117	6	method	method	NOUN
fcis-11146	117	7	based	base	VERB
fcis-11146	117	8	on	on	ADP
fcis-11146	117	9	attentional	attentional	ADJ
fcis-11146	117	10	sequence	sequence	NOUN
fcis-11146	117	11	-	-	PUNCT
fcis-11146	117	12	to	to	ADP
fcis-11146	117	13	-	-	PUNCT
fcis-11146	117	14	sequence	sequence	NOUN
fcis-11146	117	15	architecture	architecture	NOUN
fcis-11146	117	16	.	.	PUNCT
fcis-11146	118	1	this	this	DET
fcis-11146	118	2	method	method	NOUN
fcis-11146	118	3	originates	originate	NOUN
fcis-11146	118	4	from	from	ADP
fcis-11146	118	5	the	the	DET
fcis-11146	118	6	field	field	NOUN
fcis-11146	118	7	of	of	ADP
fcis-11146	118	8	natural	natural	ADJ
fcis-11146	118	9	language	language	NOUN
fcis-11146	118	10	processing	processing	NOUN
fcis-11146	118	11	.	.	PUNCT
fcis-11146	119	1	li	li	PROPN
fcis-11146	119	2	jiarui	jiarui	PROPN
fcis-11146	119	3	[	[	X
fcis-11146	119	4	34	34	NUM
fcis-11146	119	5	]	]	PUNCT
fcis-11146	119	6	proposes	propose	VERB
fcis-11146	119	7	a	a	DET
fcis-11146	119	8	cnn+lstm	cnn+lstm	NOUN
fcis-11146	119	9	algorithm	algorithm	NOUN
fcis-11146	119	10	.	.	PUNCT
fcis-11146	120	1	by	by	ADP
fcis-11146	120	2	combining	combine	VERB
fcis-11146	120	3	cnn	cnn	PROPN
fcis-11146	120	4	and	and	CCONJ
fcis-11146	120	5	lstm	lstm	NOUN
fcis-11146	120	6	algorithms	algorithm	NOUN
fcis-11146	120	7	to	to	PART
fcis-11146	120	8	extract	extract	VERB
fcis-11146	120	9	features	feature	NOUN
fcis-11146	120	10	of	of	ADP
fcis-11146	120	11	lithium	lithium	NOUN
fcis-11146	120	12	-	-	PUNCT
fcis-11146	120	13	ion	ion	NOUN
fcis-11146	120	14	battery	battery	NOUN
fcis-11146	120	15	data	datum	NOUN
fcis-11146	120	16	,	,	PUNCT
fcis-11146	120	17	soc	soc	NOUN
fcis-11146	120	18	estimation	estimation	NOUN
fcis-11146	120	19	is	be	AUX
fcis-11146	120	20	performed	perform	VERB
fcis-11146	120	21	by	by	ADP
fcis-11146	120	22	cnn+lstm	cnn+lstm	PROPN
fcis-11146	120	23	.	.	PUNCT
fcis-11146	121	1	el	el	PROPN
fcis-11146	121	2	fallah	fallah	PROPN
fcis-11146	121	3	,	,	PUNCT
fcis-11146	121	4	saad	saad	PROPN
fcis-11146	122	1	[	[	X
fcis-11146	122	2	35	35	NUM
fcis-11146	122	3	]	]	PUNCT
fcis-11146	122	4	uses	use	VERB
fcis-11146	122	5	a	a	DET
fcis-11146	122	6	very	very	ADV
fcis-11146	122	7	deep	deep	ADJ
fcis-11146	122	8	gru	gru	NOUN
fcis-11146	122	9	network	network	NOUN
fcis-11146	122	10	approach	approach	NOUN
fcis-11146	122	11	.	.	PUNCT
fcis-11146	123	1	almaita	almaita	PROPN
fcis-11146	123	2	,	,	PUNCT
fcis-11146	123	3	eyad	eyad	X
fcis-11146	123	4	[	[	X
fcis-11146	123	5	8	8	NUM
fcis-11146	123	6	]	]	PUNCT
fcis-11146	123	7	proposed	propose	VERB
fcis-11146	123	8	a	a	DET
fcis-11146	123	9	technique	technique	NOUN
fcis-11146	123	10	to	to	PART
fcis-11146	123	11	judge	judge	VERB
fcis-11146	123	12	the	the	DET
fcis-11146	123	13	soc	soc	NOUN
fcis-11146	123	14	of	of	ADP
fcis-11146	123	15	a	a	DET
fcis-11146	123	16	group	group	NOUN
fcis-11146	123	17	of	of	ADP
fcis-11146	123	18	lithium	lithium	NOUN
fcis-11146	123	19	-	-	PUNCT
fcis-11146	123	20	ion	ion	NOUN
fcis-11146	123	21	batteries	battery	NOUN
fcis-11146	123	22	using	use	VERB
fcis-11146	123	23	lstm	lstm	ADJ
fcis-11146	123	24	algorithm	algorithm	NOUN
fcis-11146	123	25	.	.	PUNCT
fcis-11146	124	1	liu	liu	PROPN
fcis-11146	124	2	yuefeng	yuefeng	PROPN
fcis-11146	125	1	[	[	X
fcis-11146	125	2	36	36	NUM
fcis-11146	125	3	]	]	PUNCT
fcis-11146	125	4	proposed	propose	VERB
fcis-11146	125	5	a	a	DET
fcis-11146	125	6	method	method	NOUN
fcis-11146	125	7	based	base	VERB
fcis-11146	125	8	on	on	ADP
fcis-11146	125	9	tcn	tcn	NOUN
fcis-11146	125	10	along	along	ADP
fcis-11146	125	11	with	with	ADP
fcis-11146	125	12	transfer	transfer	NOUN
fcis-11146	125	13	learning	learning	NOUN
fcis-11146	125	14	.	.	PUNCT
fcis-11146	126	1	this	this	PRON
fcis-11146	126	2	allows	allow	VERB
fcis-11146	126	3	finetuning	finetune	VERB
fcis-11146	126	4	under	under	ADP
fcis-11146	126	5	the	the	DET
fcis-11146	126	6	model	model	NOUN
fcis-11146	126	7	trained	train	VERB
fcis-11146	126	8	by	by	ADP
fcis-11146	126	9	other	other	ADJ
fcis-11146	126	10	researchers	researcher	NOUN
fcis-11146	126	11	.	.	PUNCT
fcis-11146	127	1	the	the	DET
fcis-11146	127	2	soc	soc	NOUN
fcis-11146	127	3	can	can	AUX
fcis-11146	127	4	be	be	AUX
fcis-11146	127	5	reckoned	reckon	VERB
fcis-11146	127	6	by	by	ADP
fcis-11146	127	7	fine	fine	ADV
fcis-11146	127	8	-	-	PUNCT
fcis-11146	127	9	tuning	tune	VERB
fcis-11146	127	10	the	the	DET
fcis-11146	127	11	parameters	parameter	NOUN
fcis-11146	127	12	.	.	PUNCT
fcis-11146	128	1	3	3	X
fcis-11146	128	2	.	.	X
fcis-11146	128	3	methodology	methodology	NOUN
fcis-11146	128	4	3.1	3.1	NUM
fcis-11146	128	5	.	.	PUNCT
fcis-11146	128	6	selection	selection	NOUN
fcis-11146	128	7	of	of	ADP
fcis-11146	128	8	hyperparameters	hyperparameter	NOUN
fcis-11146	128	9	the	the	DET
fcis-11146	128	10	loss	loss	NOUN
fcis-11146	128	11	function	function	NOUN
fcis-11146	128	12	is	be	AUX
fcis-11146	128	13	selected	select	VERB
fcis-11146	128	14	,	,	PUNCT
fcis-11146	128	15	and	and	CCONJ
fcis-11146	128	16	this	this	DET
fcis-11146	128	17	article	article	NOUN
fcis-11146	128	18	be	be	AUX
fcis-11146	128	19	associated	associate	VERB
fcis-11146	128	20	with	with	ADP
fcis-11146	128	21	the	the	DET
fcis-11146	128	22	regression	regression	NOUN
fcis-11146	128	23	problem	problem	NOUN
fcis-11146	128	24	,	,	PUNCT
fcis-11146	128	25	for	for	ADP
fcis-11146	128	26	that	that	DET
fcis-11146	128	27	reason	reason	NOUN
fcis-11146	128	28	the	the	DET
fcis-11146	128	29	two	two	NUM
fcis-11146	128	30	loss	loss	NOUN
fcis-11146	128	31	evaluation	evaluation	NOUN
fcis-11146	128	32	functions	function	NOUN
fcis-11146	128	33	,	,	PUNCT
fcis-11146	128	34	mse	mse	NOUN
fcis-11146	129	1	[	[	X
fcis-11146	129	2	10	10	NUM
fcis-11146	129	3	]	]	PUNCT
fcis-11146	129	4	and	and	CCONJ
fcis-11146	129	5	mae	mae	PROPN
fcis-11146	129	6	,	,	PUNCT
fcis-11146	129	7	are	be	AUX
fcis-11146	129	8	generally	generally	ADV
fcis-11146	129	9	used	use	VERB
fcis-11146	129	10	.	.	PUNCT
fcis-11146	130	1	∑	∑	INTJ
fcis-11146	130	2	,	,	PUNCT
fcis-11146	130	3	,	,	PUNCT
fcis-11146	130	4	(	(	PUNCT
fcis-11146	130	5	1	1	X
fcis-11146	130	6	)	)	PUNCT
fcis-11146	130	7	∑	∑	PUNCT
fcis-11146	130	8	,	,	PUNCT
fcis-11146	130	9	,	,	PUNCT
fcis-11146	130	10	(	(	PUNCT
fcis-11146	130	11	2	2	X
fcis-11146	130	12	)	)	PUNCT
fcis-11146	130	13	∑	∑	NOUN
fcis-11146	130	14	|	|	ADV
fcis-11146	130	15	,	,	PUNCT
fcis-11146	130	16	,	,	PUNCT
fcis-11146	130	17	|	|	CCONJ
fcis-11146	130	18	(	(	PUNCT
fcis-11146	130	19	3	3	X
fcis-11146	130	20	)	)	PUNCT
fcis-11146	130	21	selection	selection	NOUN
fcis-11146	130	22	of	of	ADP
fcis-11146	130	23	the	the	DET
fcis-11146	130	24	activation	activation	NOUN
fcis-11146	130	25	function	function	NOUN
fcis-11146	130	26	.	.	PUNCT
fcis-11146	131	1	(	(	PUNCT
fcis-11146	131	2	4	4	NUM
fcis-11146	131	3	)	)	PUNCT
fcis-11146	131	4	(	(	PUNCT
fcis-11146	131	5	5	5	NUM
fcis-11146	131	6	)	)	PUNCT
fcis-11146	131	7	0	0	NUM
fcis-11146	131	8	,	,	PUNCT
fcis-11146	131	9	(	(	PUNCT
fcis-11146	131	10	6	6	NUM
fcis-11146	131	11	)	)	PUNCT
fcis-11146	131	12	73	73	NUM
fcis-11146	131	13	∗	∗	NOUN
fcis-11146	131	14	1	1	NUM
fcis-11146	131	15	(	(	PUNCT
fcis-11146	131	16	7	7	NUM
fcis-11146	131	17	)	)	PUNCT
fcis-11146	131	18	the	the	DET
fcis-11146	131	19	gradient	gradient	ADJ
fcis-11146	131	20	descent	descent	NOUN
fcis-11146	131	21	algorithm	algorithm	NOUN
fcis-11146	131	22	chooses	choose	VERB
fcis-11146	131	23	stochastic	stochastic	ADJ
fcis-11146	131	24	gradient	gradient	ADJ
fcis-11146	131	25	descent	descent	NOUN
fcis-11146	131	26	.	.	PUNCT
fcis-11146	132	1	the	the	DET
fcis-11146	132	2	weight	weight	NOUN
fcis-11146	132	3	update	update	NOUN
fcis-11146	132	4	w	w	NOUN
fcis-11146	132	5	formula	formula	NOUN
fcis-11146	132	6	is	be	AUX
fcis-11146	132	7	as	as	SCONJ
fcis-11146	132	8	follows	follow	VERB
fcis-11146	132	9	.	.	PUNCT
fcis-11146	133	1	(	(	PUNCT
fcis-11146	133	2	8)	8)	NUM
fcis-11146	133	3	3.2	3.2	NUM
fcis-11146	133	4	.	.	PUNCT
fcis-11146	134	1	attention	attention	NOUN
fcis-11146	134	2	mechanisms	mechanism	NOUN
fcis-11146	134	3	with	with	ADP
fcis-11146	134	4	the	the	DET
fcis-11146	134	5	birth	birth	NOUN
fcis-11146	134	6	of	of	ADP
fcis-11146	134	7	attention	attention	NOUN
fcis-11146	134	8	is	be	AUX
fcis-11146	134	9	all	all	PRON
fcis-11146	134	10	your	your	PRON
fcis-11146	134	11	need	need	NOUN
fcis-11146	134	12	paper	paper	NOUN
fcis-11146	134	13	.	.	PUNCT
fcis-11146	135	1	attention	attention	NOUN
fcis-11146	135	2	mechanism	mechanism	NOUN
fcis-11146	135	3	algorithms	algorithm	NOUN
fcis-11146	135	4	have	have	AUX
fcis-11146	135	5	gained	gain	VERB
fcis-11146	135	6	further	further	ADJ
fcis-11146	135	7	attention	attention	NOUN
fcis-11146	135	8	.	.	PUNCT
fcis-11146	136	1	the	the	DET
fcis-11146	136	2	attention	attention	NOUN
fcis-11146	136	3	mechanism	mechanism	NOUN
fcis-11146	136	4	is	be	AUX
fcis-11146	136	5	an	an	DET
fcis-11146	136	6	imitation	imitation	NOUN
fcis-11146	136	7	that	that	PRON
fcis-11146	136	8	replicates	replicate	VERB
fcis-11146	136	9	human	human	ADJ
fcis-11146	136	10	attention	attention	NOUN
fcis-11146	136	11	by	by	ADP
fcis-11146	136	12	taking	take	VERB
fcis-11146	136	13	into	into	ADP
fcis-11146	136	14	consideration	consideration	NOUN
fcis-11146	136	15	the	the	DET
fcis-11146	136	16	fact	fact	NOUN
fcis-11146	136	17	that	that	SCONJ
fcis-11146	136	18	the	the	DET
fcis-11146	136	19	brain	brain	NOUN
fcis-11146	136	20	concentrates	concentrate	VERB
fcis-11146	136	21	on	on	ADP
fcis-11146	136	22	one	one	NUM
fcis-11146	136	23	area	area	NOUN
fcis-11146	136	24	at	at	ADP
fcis-11146	136	25	a	a	DET
fcis-11146	136	26	time	time	NOUN
fcis-11146	136	27	while	while	SCONJ
fcis-11146	136	28	reducing	reduce	VERB
fcis-11146	136	29	or	or	CCONJ
fcis-11146	136	30	even	even	ADV
fcis-11146	136	31	ignoring	ignore	VERB
fcis-11146	136	32	the	the	DET
fcis-11146	136	33	attention	attention	NOUN
fcis-11146	136	34	of	of	ADP
fcis-11146	136	35	other	other	ADJ
fcis-11146	136	36	areas	area	NOUN
fcis-11146	136	37	.	.	PUNCT
fcis-11146	137	1	by	by	ADP
fcis-11146	137	2	varying	vary	VERB
fcis-11146	137	3	the	the	DET
fcis-11146	137	4	weights	weight	NOUN
fcis-11146	137	5	of	of	ADP
fcis-11146	137	6	the	the	DET
fcis-11146	137	7	model	model	NOUN
fcis-11146	137	8	's	's	PART
fcis-11146	137	9	input	input	NOUN
fcis-11146	137	10	features	feature	NOUN
fcis-11146	137	11	and	and	CCONJ
fcis-11146	137	12	emphasizing	emphasize	VERB
fcis-11146	137	13	the	the	DET
fcis-11146	137	14	more	more	ADV
fcis-11146	137	15	important	important	ADJ
fcis-11146	137	16	influencing	influence	VERB
fcis-11146	137	17	elements	element	NOUN
fcis-11146	137	18	,	,	PUNCT
fcis-11146	137	19	attention	attention	NOUN
fcis-11146	137	20	enables	enable	VERB
fcis-11146	137	21	the	the	DET
fcis-11146	137	22	model	model	NOUN
fcis-11146	137	23	to	to	PART
fcis-11146	137	24	generate	generate	VERB
fcis-11146	137	25	more	more	ADV
fcis-11146	137	26	accurate	accurate	ADJ
fcis-11146	137	27	decisions	decision	NOUN
fcis-11146	137	28	.	.	PUNCT
fcis-11146	138	1	figure	figure	NOUN
fcis-11146	138	2	1	1	NUM
fcis-11146	138	3	is	be	AUX
fcis-11146	138	4	a	a	DET
fcis-11146	138	5	diagram	diagram	NOUN
fcis-11146	138	6	of	of	ADP
fcis-11146	138	7	the	the	DET
fcis-11146	138	8	attention	attention	NOUN
fcis-11146	138	9	mechanism	mechanism	NOUN
fcis-11146	138	10	.	.	PUNCT
fcis-11146	139	1	neither	neither	CCONJ
fcis-11146	139	2	lstm	lstm	NOUN
fcis-11146	139	3	nor	nor	CCONJ
fcis-11146	139	4	gru	gru	NOUN
fcis-11146	139	5	has	have	AUX
fcis-11146	139	6	completely	completely	ADV
fcis-11146	139	7	solved	solve	VERB
fcis-11146	139	8	the	the	DET
fcis-11146	139	9	long	long	ADJ
fcis-11146	139	10	dependency	dependency	NOUN
fcis-11146	139	11	problem	problem	NOUN
fcis-11146	139	12	.	.	PUNCT
fcis-11146	140	1	the	the	DET
fcis-11146	140	2	state	state	NOUN
fcis-11146	140	3	of	of	ADP
fcis-11146	140	4	the	the	DET
fcis-11146	140	5	present	present	ADJ
fcis-11146	140	6	moment	moment	NOUN
fcis-11146	140	7	probably	probably	ADV
fcis-11146	140	8	has	have	VERB
fcis-11146	140	9	a	a	DET
fcis-11146	140	10	lot	lot	NOUN
fcis-11146	140	11	to	to	PART
fcis-11146	140	12	do	do	VERB
fcis-11146	140	13	with	with	ADP
fcis-11146	140	14	the	the	DET
fcis-11146	140	15	state	state	NOUN
fcis-11146	140	16	of	of	ADP
fcis-11146	140	17	the	the	DET
fcis-11146	140	18	n	n	NUM
fcis-11146	140	19	-	-	PUNCT
fcis-11146	140	20	m	m	NOUN
fcis-11146	140	21	moment	moment	NOUN
fcis-11146	140	22	.	.	PUNCT
fcis-11146	141	1	recurrent	recurrent	ADJ
fcis-11146	141	2	neural	neural	ADJ
fcis-11146	141	3	networks	network	NOUN
fcis-11146	141	4	are	be	AUX
fcis-11146	141	5	all	all	PRON
fcis-11146	141	6	transmitted	transmit	VERB
fcis-11146	141	7	step	step	NOUN
fcis-11146	141	8	by	by	ADP
fcis-11146	141	9	step	step	NOUN
fcis-11146	141	10	through	through	ADP
fcis-11146	141	11	the	the	DET
fcis-11146	141	12	state	state	NOUN
fcis-11146	141	13	of	of	ADP
fcis-11146	141	14	the	the	DET
fcis-11146	141	15	previous	previous	ADJ
fcis-11146	141	16	moment	moment	NOUN
fcis-11146	141	17	.	.	PUNCT
fcis-11146	142	1	the	the	DET
fcis-11146	142	2	attentional	attentional	ADJ
fcis-11146	142	3	mechanism	mechanism	NOUN
fcis-11146	142	4	is	be	AUX
fcis-11146	142	5	the	the	DET
fcis-11146	142	6	ability	ability	NOUN
fcis-11146	142	7	to	to	PART
fcis-11146	142	8	directly	directly	ADV
fcis-11146	142	9	relate	relate	VERB
fcis-11146	142	10	values	value	NOUN
fcis-11146	142	11	of	of	ADP
fcis-11146	142	12	distant	distant	ADJ
fcis-11146	142	13	moments	moment	NOUN
fcis-11146	142	14	to	to	ADP
fcis-11146	142	15	the	the	DET
fcis-11146	142	16	present	present	ADJ
fcis-11146	142	17	moment	moment	NOUN
fcis-11146	142	18	.	.	PUNCT
fcis-11146	143	1	mainly	mainly	ADV
fcis-11146	143	2	through	through	ADP
fcis-11146	143	3	q	q	PROPN
fcis-11146	143	4	,	,	PUNCT
fcis-11146	143	5	k	k	NOUN
fcis-11146	143	6	,	,	PUNCT
fcis-11146	143	7	v	v	ADP
fcis-11146	143	8	these	these	DET
fcis-11146	143	9	three	three	NUM
fcis-11146	143	10	characteristic	characteristic	ADJ
fcis-11146	143	11	matrices	matrix	NOUN
fcis-11146	143	12	to	to	PART
fcis-11146	143	13	calculate	calculate	VERB
fcis-11146	143	14	the	the	DET
fcis-11146	143	15	attention	attention	NOUN
fcis-11146	143	16	score	score	NOUN
fcis-11146	143	17	,	,	PUNCT
fcis-11146	143	18	∑	∑	ADV
fcis-11146	143	19	,	,	PUNCT
fcis-11146	143	20	∗	∗	NOUN
fcis-11146	143	21	(	(	PUNCT
fcis-11146	143	22	9	9	NUM
fcis-11146	143	23	)	)	PUNCT
fcis-11146	143	24	figure	figure	NOUN
fcis-11146	143	25	1	1	NUM
fcis-11146	143	26	.	.	PUNCT
fcis-11146	143	27	diagram	diagram	NOUN
fcis-11146	143	28	of	of	ADP
fcis-11146	143	29	attention	attention	NOUN
fcis-11146	143	30	mechanism	mechanism	NOUN
fcis-11146	143	31	presents	present	VERB
fcis-11146	143	32	the	the	DET
fcis-11146	143	33	length	length	NOUN
fcis-11146	143	34	of	of	ADP
fcis-11146	143	35	the	the	DET
fcis-11146	143	36	source	source	NOUN
fcis-11146	143	37	.	.	PUNCT
fcis-11146	144	1	that	that	PRON
fcis-11146	144	2	is	be	AUX
fcis-11146	144	3	,	,	PUNCT
fcis-11146	144	4	the	the	DET
fcis-11146	144	5	length	length	NOUN
fcis-11146	144	6	of	of	ADP
fcis-11146	144	7	the	the	DET
fcis-11146	144	8	data	datum	NOUN
fcis-11146	144	9	input	input	NOUN
fcis-11146	144	10	to	to	ADP
fcis-11146	144	11	the	the	DET
fcis-11146	144	12	attention	attention	NOUN
fcis-11146	144	13	mechanism	mechanism	NOUN
fcis-11146	144	14	.	.	PUNCT
fcis-11146	145	1	in	in	ADP
fcis-11146	145	2	the	the	DET
fcis-11146	145	3	field	field	NOUN
fcis-11146	145	4	of	of	ADP
fcis-11146	145	5	natural	natural	ADJ
fcis-11146	145	6	language	language	NOUN
fcis-11146	145	7	processing	processing	NOUN
fcis-11146	145	8	,	,	PUNCT
fcis-11146	145	9	source	source	NOUN
fcis-11146	145	10	generally	generally	ADV
fcis-11146	145	11	invites	invite	VERB
fcis-11146	145	12	over	over	ADP
fcis-11146	145	13	the	the	DET
fcis-11146	145	14	embedding	embed	VERB
fcis-11146	145	15	process	process	NOUN
fcis-11146	145	16	.	.	PUNCT
fcis-11146	146	1	there	there	PRON
fcis-11146	146	2	are	be	VERB
fcis-11146	146	3	many	many	ADJ
fcis-11146	146	4	ways	way	NOUN
fcis-11146	146	5	to	to	PART
fcis-11146	146	6	measure	measure	VERB
fcis-11146	146	7	the	the	DET
fcis-11146	146	8	similarity	similarity	NOUN
fcis-11146	146	9	of	of	ADP
fcis-11146	146	10	q	q	PROPN
fcis-11146	146	11	and	and	CCONJ
fcis-11146	146	12	k.	k.	PROPN
fcis-11146	146	13	there	there	PRON
fcis-11146	146	14	are	be	VERB
fcis-11146	146	15	additive	additive	ADJ
fcis-11146	146	16	models	model	NOUN
fcis-11146	146	17	,	,	PUNCT
fcis-11146	146	18	dot	dot	NOUN
fcis-11146	146	19	product	product	NOUN
fcis-11146	146	20	models	model	NOUN
fcis-11146	146	21	,	,	PUNCT
fcis-11146	146	22	and	and	CCONJ
fcis-11146	146	23	cosine	cosine	NOUN
fcis-11146	146	24	models	model	NOUN
fcis-11146	146	25	.	.	PUNCT
fcis-11146	147	1	in	in	ADP
fcis-11146	147	2	addition	addition	NOUN
fcis-11146	147	3	,	,	PUNCT
fcis-11146	147	4	their	their	PRON
fcis-11146	147	5	similarity	similarity	NOUN
fcis-11146	147	6	can	can	AUX
fcis-11146	147	7	also	also	ADV
fcis-11146	147	8	be	be	AUX
fcis-11146	147	9	learned	learn	VERB
fcis-11146	147	10	by	by	ADP
fcis-11146	147	11	a	a	DET
fcis-11146	147	12	multi	multi	ADJ
fcis-11146	147	13	-	-	ADJ
fcis-11146	147	14	layer	layer	ADJ
fcis-11146	147	15	perceptron	perceptron	PROPN
fcis-11146	147	16	model	model	PROPN
fcis-11146	147	17	.	.	PUNCT
fcis-11146	148	1	in	in	ADP
fcis-11146	148	2	this	this	DET
fcis-11146	148	3	paper	paper	NOUN
fcis-11146	148	4	,	,	PUNCT
fcis-11146	148	5	we	we	PRON
fcis-11146	148	6	mainly	mainly	ADV
fcis-11146	148	7	use	use	VERB
fcis-11146	148	8	scaled	scale	VERB
fcis-11146	148	9	dot	dot	NOUN
fcis-11146	148	10	-	-	PUNCT
fcis-11146	148	11	product	product	NOUN
fcis-11146	148	12	attention	attention	NOUN
fcis-11146	148	13	.	.	PUNCT
fcis-11146	149	1	,	,	PUNCT
fcis-11146	149	2	(	(	PUNCT
fcis-11146	149	3	10	10	NUM
fcis-11146	149	4	)	)	PUNCT
fcis-11146	149	5	,	,	PUNCT
fcis-11146	149	6	,	,	PUNCT
fcis-11146	149	7	∗	∗	NOUN
fcis-11146	149	8	(	(	PUNCT
fcis-11146	149	9	11	11	NUM
fcis-11146	149	10	)	)	PUNCT
fcis-11146	149	11	stand	stand	VERB
fcis-11146	149	12	for	for	ADP
fcis-11146	149	13	scaled	scale	VERB
fcis-11146	149	14	factor	factor	NOUN
fcis-11146	149	15	.	.	PUNCT
fcis-11146	150	1	this	this	DET
fcis-11146	150	2	paper	paper	NOUN
fcis-11146	150	3	uses	use	VERB
fcis-11146	150	4	multi	multi	ADJ
fcis-11146	150	5	-	-	ADJ
fcis-11146	150	6	head	head	ADJ
fcis-11146	150	7	attention	attention	NOUN
fcis-11146	150	8	mechanism	mechanism	NOUN
fcis-11146	150	9	.	.	PUNCT
fcis-11146	151	1	multi	multi	ADJ
fcis-11146	151	2	-	-	ADJ
fcis-11146	151	3	head	head	ADJ
fcis-11146	151	4	attention	attention	NOUN
fcis-11146	151	5	is	be	AUX
fcis-11146	151	6	to	to	PART
fcis-11146	151	7	use	use	VERB
fcis-11146	151	8	different	different	ADJ
fcis-11146	151	9	,	,	PUNCT
fcis-11146	151	10	,	,	PUNCT
fcis-11146	151	11	to	to	PART
fcis-11146	151	12	get	get	VERB
fcis-11146	151	13	different	different	ADJ
fcis-11146	151	14	attention	attention	NOUN
fcis-11146	151	15	,	,	PUNCT
fcis-11146	151	16	and	and	CCONJ
fcis-11146	151	17	finally	finally	ADV
fcis-11146	151	18	stitch	stitch	VERB
fcis-11146	151	19	these	these	DET
fcis-11146	151	20	attentions	attention	NOUN
fcis-11146	151	21	together	together	ADV
fcis-11146	151	22	as	as	ADP
fcis-11146	151	23	output	output	NOUN
fcis-11146	151	24	.	.	PUNCT
fcis-11146	152	1	ℎ	ℎ	PROPN
fcis-11146	152	2	,	,	PUNCT
fcis-11146	152	3	,	,	PUNCT
fcis-11146	152	4	(	(	PUNCT
fcis-11146	152	5	12	12	NUM
fcis-11146	152	6	)	)	PUNCT
fcis-11146	152	7	,	,	PUNCT
fcis-11146	152	8	,	,	PUNCT
fcis-11146	152	9	,	,	PUNCT
fcis-11146	152	10	…	…	PUNCT
fcis-11146	152	11	(	(	PUNCT
fcis-11146	152	12	13	13	NUM
fcis-11146	152	13	)	)	PUNCT
fcis-11146	152	14	3.3	3.3	NUM
fcis-11146	152	15	.	.	PUNCT
fcis-11146	153	1	lstm	lstm	ADJ
fcis-11146	153	2	-	-	PUNCT
fcis-11146	153	3	attention	attention	NOUN
fcis-11146	153	4	-	-	PUNCT
fcis-11146	153	5	r	r	NOUN
fcis-11146	153	6	lstm	lstm	ADJ
fcis-11146	153	7	-	-	PUNCT
fcis-11146	153	8	attention	attention	NOUN
fcis-11146	153	9	network	network	NOUN
fcis-11146	153	10	is	be	AUX
fcis-11146	153	11	a	a	DET
fcis-11146	153	12	hybrid	hybrid	ADJ
fcis-11146	153	13	structure	structure	NOUN
fcis-11146	153	14	.	.	PUNCT
fcis-11146	154	1	it	it	PRON
fcis-11146	154	2	is	be	AUX
fcis-11146	154	3	a	a	DET
fcis-11146	154	4	hybrid	hybrid	NOUN
fcis-11146	154	5	of	of	ADP
fcis-11146	154	6	stacked	stack	VERB
fcis-11146	154	7	lstm	lstm	ADJ
fcis-11146	154	8	network	network	NOUN
fcis-11146	154	9	and	and	CCONJ
fcis-11146	154	10	stacked	stack	VERB
fcis-11146	154	11	attention	attention	NOUN
fcis-11146	154	12	network	network	NOUN
fcis-11146	154	13	.	.	PUNCT
fcis-11146	155	1	lstm+	lstm+	PRON
fcis-11146	155	2	attention	attention	NOUN
fcis-11146	155	3	network	network	NOUN
fcis-11146	155	4	is	be	AUX
fcis-11146	155	5	used	use	VERB
fcis-11146	155	6	to	to	PART
fcis-11146	155	7	extract	extract	VERB
fcis-11146	155	8	temporal	temporal	ADJ
fcis-11146	155	9	information	information	NOUN
fcis-11146	155	10	by	by	ADP
fcis-11146	155	11	stacked	stack	VERB
fcis-11146	155	12	lstm	lstm	NOUN
fcis-11146	155	13	.	.	PUNCT
fcis-11146	156	1	stacked	stack	VERB
fcis-11146	156	2	attention	attention	NOUN
fcis-11146	156	3	network	network	NOUN
fcis-11146	156	4	is	be	AUX
fcis-11146	156	5	used	use	VERB
fcis-11146	156	6	to	to	PART
fcis-11146	156	7	extract	extract	VERB
fcis-11146	156	8	global	global	ADJ
fcis-11146	156	9	information	information	NOUN
fcis-11146	156	10	.	.	PUNCT
fcis-11146	157	1	when	when	SCONJ
fcis-11146	157	2	the	the	DET
fcis-11146	157	3	layers	layer	NOUN
fcis-11146	157	4	of	of	ADP
fcis-11146	157	5	stacked	stack	VERB
fcis-11146	157	6	lstm	lstm	ADJ
fcis-11146	157	7	network	network	NOUN
fcis-11146	157	8	or	or	CCONJ
fcis-11146	157	9	stacked	stack	VERB
fcis-11146	157	10	attention	attention	NOUN
fcis-11146	157	11	network	network	NOUN
fcis-11146	157	12	are	be	AUX
fcis-11146	157	13	deeper	deep	ADJ
fcis-11146	157	14	,	,	PUNCT
fcis-11146	157	15	their	their	PRON
fcis-11146	157	16	performance	performance	NOUN
fcis-11146	157	17	should	should	AUX
fcis-11146	157	18	be	be	AUX
fcis-11146	157	19	superior	superior	ADJ
fcis-11146	157	20	.	.	PUNCT
fcis-11146	158	1	however	however	ADV
fcis-11146	158	2	,	,	PUNCT
fcis-11146	158	3	when	when	SCONJ
fcis-11146	158	4	the	the	DET
fcis-11146	158	5	number	number	NOUN
fcis-11146	158	6	of	of	ADP
fcis-11146	158	7	layers	layer	NOUN
fcis-11146	158	8	of	of	ADP
fcis-11146	158	9	stacked	stack	VERB
fcis-11146	158	10	lstm	lstm	NOUN
fcis-11146	158	11	network	network	NOUN
fcis-11146	158	12	and	and	CCONJ
fcis-11146	158	13	stacked	stack	VERB
fcis-11146	158	14	attention	attention	NOUN
fcis-11146	158	15	network	network	NOUN
fcis-11146	158	16	is	be	AUX
fcis-11146	158	17	too	too	ADV
fcis-11146	158	18	many	many	ADJ
fcis-11146	158	19	,	,	PUNCT
fcis-11146	158	20	the	the	DET
fcis-11146	158	21	performance	performance	NOUN
fcis-11146	158	22	of	of	ADP
fcis-11146	158	23	the	the	DET
fcis-11146	158	24	network	network	NOUN
fcis-11146	158	25	not	not	PART
fcis-11146	158	26	only	only	ADV
fcis-11146	158	27	does	do	AUX
fcis-11146	158	28	not	not	PART
fcis-11146	158	29	become	become	VERB
fcis-11146	158	30	more	more	ADV
fcis-11146	158	31	superior	superior	ADJ
fcis-11146	158	32	,	,	PUNCT
fcis-11146	158	33	but	but	CCONJ
fcis-11146	158	34	also	also	ADV
fcis-11146	158	35	the	the	DET
fcis-11146	158	36	gradient	gradient	NOUN
fcis-11146	158	37	disappears	disappear	VERB
fcis-11146	158	38	.	.	PUNCT
fcis-11146	159	1	in	in	ADP
fcis-11146	159	2	order	order	NOUN
fcis-11146	159	3	to	to	PART
fcis-11146	159	4	better	better	VERB
fcis-11146	159	5	the	the	DET
fcis-11146	159	6	number	number	NOUN
fcis-11146	159	7	of	of	ADP
fcis-11146	159	8	stacked	stack	VERB
fcis-11146	159	9	layers	layer	NOUN
fcis-11146	159	10	.	.	PUNCT
fcis-11146	160	1	in	in	ADP
fcis-11146	160	2	this	this	DET
fcis-11146	160	3	paper	paper	NOUN
fcis-11146	160	4	,	,	PUNCT
fcis-11146	160	5	we	we	PRON
fcis-11146	160	6	design	design	VERB
fcis-11146	160	7	to	to	PART
fcis-11146	160	8	fuse	fuse	VERB
fcis-11146	160	9	the	the	DET
fcis-11146	160	10	lstm	lstm	ADJ
fcis-11146	160	11	-	-	PUNCT
fcis-11146	160	12	attention	attention	NOUN
fcis-11146	160	13	network	network	NOUN
fcis-11146	160	14	with	with	ADP
fcis-11146	160	15	the	the	DET
fcis-11146	160	16	residual	residual	ADJ
fcis-11146	160	17	module	module	NOUN
fcis-11146	160	18	in	in	ADP
fcis-11146	160	19	resnet	resnet	NOUN
fcis-11146	160	20	to	to	PART
fcis-11146	160	21	form	form	VERB
fcis-11146	160	22	the	the	DET
fcis-11146	160	23	lstm	lstm	ADJ
fcis-11146	160	24	-	-	PUNCT
fcis-11146	160	25	attention	attention	NOUN
fcis-11146	160	26	-	-	PUNCT
fcis-11146	160	27	r	r	NOUN
fcis-11146	160	28	network	network	NOUN
fcis-11146	160	29	.	.	PUNCT
fcis-11146	161	1	the	the	DET
fcis-11146	161	2	lstm	lstm	ADJ
fcis-11146	161	3	-	-	PUNCT
fcis-11146	161	4	attention	attention	NOUN
fcis-11146	161	5	-	-	PUNCT
fcis-11146	161	6	r	r	NOUN
fcis-11146	161	7	network	network	NOUN
fcis-11146	161	8	improves	improve	VERB
fcis-11146	161	9	the	the	DET
fcis-11146	161	10	number	number	NOUN
fcis-11146	161	11	of	of	ADP
fcis-11146	161	12	stacked	stack	VERB
fcis-11146	161	13	layers	layer	NOUN
fcis-11146	161	14	of	of	ADP
fcis-11146	161	15	the	the	DET
fcis-11146	161	16	stacked	stack	VERB
fcis-11146	161	17	lstm	lstm	NOUN
fcis-11146	161	18	network	network	NOUN
fcis-11146	161	19	by	by	ADP
fcis-11146	161	20	adding	add	VERB
fcis-11146	161	21	the	the	DET
fcis-11146	161	22	residual	residual	ADJ
fcis-11146	161	23	module	module	NOUN
fcis-11146	161	24	to	to	ADP
fcis-11146	161	25	the	the	DET
fcis-11146	161	26	stacked	stack	VERB
fcis-11146	161	27	lstm	lstm	NOUN
fcis-11146	161	28	network	network	NOUN
fcis-11146	161	29	.	.	PUNCT
fcis-11146	162	1	the	the	DET
fcis-11146	162	2	number	number	NOUN
fcis-11146	162	3	of	of	ADP
fcis-11146	162	4	network	network	NOUN
fcis-11146	162	5	layers	layer	NOUN
fcis-11146	162	6	stacked	stack	VERB
fcis-11146	162	7	can	can	AUX
fcis-11146	162	8	be	be	AUX
fcis-11146	162	9	better	well	ADV
fcis-11146	162	10	extracted	extract	VERB
fcis-11146	162	11	to	to	ADP
fcis-11146	162	12	the	the	DET
fcis-11146	162	13	information	information	NOUN
fcis-11146	162	14	features	feature	NOUN
fcis-11146	162	15	of	of	ADP
fcis-11146	162	16	the	the	DET
fcis-11146	162	17	lithium	lithium	NOUN
fcis-11146	162	18	battery	battery	NOUN
fcis-11146	162	19	.	.	PUNCT
fcis-11146	163	1	and	and	CCONJ
fcis-11146	163	2	with	with	ADP
fcis-11146	163	3	the	the	DET
fcis-11146	163	4	stacked	stack	VERB
fcis-11146	163	5	network	network	NOUN
fcis-11146	163	6	depth	depth	NOUN
fcis-11146	163	7	can	can	AUX
fcis-11146	163	8	better	well	ADV
fcis-11146	163	9	extract	extract	VERB
fcis-11146	163	10	and	and	CCONJ
fcis-11146	163	11	learn	learn	VERB
fcis-11146	163	12	the	the	DET
fcis-11146	163	13	high	high	ADV
fcis-11146	163	14	-	-	PUNCT
fcis-11146	163	15	dimensional	dimensional	ADJ
fcis-11146	163	16	features	feature	NOUN
fcis-11146	163	17	in	in	ADP
fcis-11146	163	18	the	the	DET
fcis-11146	163	19	lithium	lithium	NOUN
fcis-11146	163	20	battery	battery	NOUN
fcis-11146	163	21	features	feature	NOUN
fcis-11146	163	22	.	.	PUNCT
fcis-11146	164	1	this	this	PRON
fcis-11146	164	2	is	be	AUX
fcis-11146	164	3	more	more	ADV
fcis-11146	164	4	helpful	helpful	ADJ
fcis-11146	164	5	to	to	PART
fcis-11146	164	6	improve	improve	VERB
fcis-11146	164	7	the	the	DET
fcis-11146	164	8	estimation	estimation	NOUN
fcis-11146	164	9	and	and	CCONJ
fcis-11146	164	10	prediction	prediction	NOUN
fcis-11146	164	11	of	of	ADP
fcis-11146	164	12	the	the	DET
fcis-11146	164	13	soc	soc	NOUN
fcis-11146	164	14	of	of	ADP
fcis-11146	164	15	lithium	lithium	NOUN
fcis-11146	164	16	battery	battery	NOUN
fcis-11146	164	17	.	.	PUNCT
fcis-11146	165	1	secondly	secondly	ADV
fcis-11146	165	2	,	,	PUNCT
fcis-11146	165	3	in	in	ADP
fcis-11146	165	4	order	order	NOUN
fcis-11146	165	5	to	to	PART
fcis-11146	165	6	better	well	ADV
fcis-11146	165	7	stack	stack	VERB
fcis-11146	165	8	the	the	DET
fcis-11146	165	9	stacked	stack	VERB
fcis-11146	165	10	attention	attention	NOUN
fcis-11146	165	11	network	network	NOUN
fcis-11146	165	12	,	,	PUNCT
fcis-11146	165	13	this	this	DET
fcis-11146	165	14	paper	paper	NOUN
fcis-11146	165	15	also	also	ADV
fcis-11146	165	16	fuses	fuse	VERB
fcis-11146	165	17	and	and	CCONJ
fcis-11146	165	18	stacks	stack	VERB
fcis-11146	165	19	the	the	DET
fcis-11146	165	20	stacked	stack	VERB
fcis-11146	165	21	attention	attention	NOUN
fcis-11146	165	22	network	network	NOUN
fcis-11146	165	23	and	and	CCONJ
fcis-11146	165	24	the	the	DET
fcis-11146	165	25	residual	residual	ADJ
fcis-11146	165	26	module	module	NOUN
fcis-11146	165	27	in	in	ADP
fcis-11146	165	28	resnet	resnet	NOUN
fcis-11146	165	29	.	.	PUNCT
fcis-11146	166	1	this	this	PRON
fcis-11146	166	2	can	can	AUX
fcis-11146	166	3	better	well	ADV
fcis-11146	166	4	stack	stack	VERB
fcis-11146	166	5	the	the	DET
fcis-11146	166	6	layers	layer	NOUN
fcis-11146	166	7	of	of	ADP
fcis-11146	166	8	stacked	stack	VERB
fcis-11146	166	9	attention	attention	NOUN
fcis-11146	166	10	network	network	NOUN
fcis-11146	166	11	.	.	PUNCT
fcis-11146	167	1	figure	figure	NOUN
fcis-11146	167	2	2	2	NUM
fcis-11146	167	3	.	.	PUNCT
fcis-11146	168	1	lstm	lstm	ADJ
fcis-11146	168	2	-	-	PUNCT
fcis-11146	168	3	attention	attention	NOUN
fcis-11146	168	4	-	-	PUNCT
fcis-11146	168	5	r	r	NOUN
fcis-11146	168	6	networks	network	NOUN
fcis-11146	168	7	4	4	NUM
fcis-11146	168	8	.	.	PUNCT
fcis-11146	168	9	experiment	experiment	VERB
fcis-11146	168	10	the	the	DET
fcis-11146	168	11	data	datum	NOUN
fcis-11146	168	12	selected	select	VERB
fcis-11146	168	13	for	for	ADP
fcis-11146	168	14	this	this	DET
fcis-11146	168	15	paper	paper	NOUN
fcis-11146	168	16	is	be	AUX
fcis-11146	168	17	the	the	DET
fcis-11146	168	18	cacle	cacle	NOUN
fcis-11146	168	19	dataset	dataset	VERB
fcis-11146	168	20	from	from	ADP
fcis-11146	168	21	the	the	DET
fcis-11146	168	22	university	university	NOUN
fcis-11146	168	23	of	of	ADP
fcis-11146	168	24	maryland	maryland	PROPN
fcis-11146	168	25	.	.	PUNCT
fcis-11146	169	1	the	the	DET
fcis-11146	169	2	cacle	cacle	PROPN
fcis-11146	169	3	dataset	dataset	VERB
fcis-11146	169	4	is	be	AUX
fcis-11146	169	5	a	a	DET
fcis-11146	169	6	public	public	ADJ
fcis-11146	169	7	dataset	dataset	NOUN
fcis-11146	169	8	.	.	PUNCT
fcis-11146	170	1	table	table	NOUN
fcis-11146	170	2	1	1	NUM
fcis-11146	170	3	shows	show	VERB
fcis-11146	170	4	the	the	DET
fcis-11146	170	5	basic	basic	ADJ
fcis-11146	170	6	parameters	parameter	NOUN
fcis-11146	170	7	of	of	ADP
fcis-11146	170	8	lithium	lithium	NOUN
fcis-11146	170	9	batteries	battery	NOUN
fcis-11146	170	10	.	.	PUNCT
fcis-11146	171	1	the	the	DET
fcis-11146	171	2	battery	battery	NOUN
fcis-11146	171	3	model	model	NOUN
fcis-11146	171	4	used	use	VERB
fcis-11146	171	5	in	in	ADP
fcis-11146	171	6	this	this	DET
fcis-11146	171	7	paper	paper	NOUN
fcis-11146	171	8	is	be	AUX
fcis-11146	171	9	18650	18650	NUM
fcis-11146	171	10	-	-	PUNCT
fcis-11146	171	11	20r	20r	NUM
fcis-11146	171	12	.	.	PUNCT
fcis-11146	172	1	the	the	DET
fcis-11146	172	2	calculation	calculation	NOUN
fcis-11146	172	3	of	of	ADP
fcis-11146	172	4	soc	soc	NOUN
fcis-11146	172	5	of	of	ADP
fcis-11146	172	6	li	li	PROPN
fcis-11146	172	7	-	-	NOUN
fcis-11146	172	8	ion	ion	NOUN
fcis-11146	172	9	battery	battery	NOUN
fcis-11146	172	10	is	be	AUX
fcis-11146	172	11	highly	highly	ADV
fcis-11146	172	12	dependent	dependent	ADJ
fcis-11146	172	13	on	on	ADP
fcis-11146	172	14	temperature	temperature	NOUN
fcis-11146	172	15	and	and	CCONJ
fcis-11146	172	16	initial	initial	ADJ
fcis-11146	172	17	capacity	capacity	NOUN
fcis-11146	172	18	.	.	PUNCT
fcis-11146	173	1	therefore	therefore	ADV
fcis-11146	173	2	,	,	PUNCT
fcis-11146	173	3	in	in	ADP
fcis-11146	173	4	-	-	PUNCT
fcis-11146	173	5	depth	depth	NOUN
fcis-11146	173	6	testing	testing	NOUN
fcis-11146	173	7	is	be	AUX
fcis-11146	173	8	needed	need	VERB
fcis-11146	173	9	specifically	specifically	ADV
fcis-11146	173	10	for	for	ADP
fcis-11146	173	11	the	the	DET
fcis-11146	173	12	initial	initial	ADJ
fcis-11146	173	13	capacity	capacity	NOUN
fcis-11146	173	14	.	.	PUNCT
fcis-11146	174	1	in	in	ADP
fcis-11146	174	2	order	order	NOUN
fcis-11146	174	3	to	to	PART
fcis-11146	174	4	simulate	simulate	VERB
fcis-11146	174	5	the	the	DET
fcis-11146	174	6	real	real	ADJ
fcis-11146	174	7	situation	situation	NOUN
fcis-11146	174	8	of	of	ADP
fcis-11146	174	9	li	li	PROPN
fcis-11146	174	10	-	-	NOUN
fcis-11146	174	11	ion	ion	NOUN
fcis-11146	174	12	battery	battery	NOUN
fcis-11146	174	13	in	in	ADP
fcis-11146	174	14	normal	normal	ADJ
fcis-11146	174	15	operation	operation	NOUN
fcis-11146	174	16	,	,	PUNCT
fcis-11146	174	17	each	each	DET
fcis-11146	174	18	country	country	NOUN
fcis-11146	174	19	has	have	VERB
fcis-11146	174	20	different	different	ADJ
fcis-11146	174	21	standards	standard	NOUN
fcis-11146	174	22	to	to	PART
fcis-11146	174	23	test	test	VERB
fcis-11146	174	24	li	li	NOUN
fcis-11146	174	25	-	-	NOUN
fcis-11146	174	26	ion	ion	NOUN
fcis-11146	174	27	battery	battery	NOUN
fcis-11146	174	28	.	.	PUNCT
fcis-11146	175	1	the	the	DET
fcis-11146	175	2	main	main	ADJ
fcis-11146	175	3	ones	one	NOUN
fcis-11146	175	4	are	be	AUX
fcis-11146	175	5	as	as	SCONJ
fcis-11146	175	6	follows	follow	VERB
fcis-11146	175	7	:	:	PUNCT
fcis-11146	175	8	dst	dst	NOUN
fcis-11146	175	9	,	,	PUNCT
fcis-11146	175	10	fuds	fud	NOUN
fcis-11146	175	11	,	,	PUNCT
fcis-11146	175	12	us06	us06	PROPN
fcis-11146	175	13	,	,	PUNCT
fcis-11146	175	14	bjdst	bjdst	NOUN
fcis-11146	175	15	.	.	PUNCT
fcis-11146	176	1	the	the	DET
fcis-11146	176	2	main	main	ADJ
fcis-11146	176	3	one	one	NOUN
fcis-11146	176	4	used	use	VERB
fcis-11146	176	5	in	in	ADP
fcis-11146	176	6	this	this	DET
fcis-11146	176	7	paper	paper	NOUN
fcis-11146	176	8	is	be	AUX
fcis-11146	176	9	bjdst	bjdst	ADJ
fcis-11146	176	10	.	.	PUNCT
fcis-11146	177	1	and	and	CCONJ
fcis-11146	177	2	since	since	SCONJ
fcis-11146	177	3	temperature	temperature	NOUN
fcis-11146	177	4	also	also	ADV
fcis-11146	177	5	has	have	VERB
fcis-11146	177	6	a	a	DET
fcis-11146	177	7	great	great	ADJ
fcis-11146	177	8	influence	influence	NOUN
fcis-11146	177	9	on	on	ADP
fcis-11146	177	10	lithium	lithium	NOUN
fcis-11146	177	11	batteries	battery	NOUN
fcis-11146	177	12	.	.	PUNCT
fcis-11146	178	1	so	so	ADV
fcis-11146	178	2	,	,	PUNCT
fcis-11146	178	3	the	the	DET
fcis-11146	178	4	dataset	dataset	NOUN
fcis-11146	178	5	used	use	VERB
fcis-11146	178	6	in	in	ADP
fcis-11146	178	7	this	this	DET
fcis-11146	178	8	paper	paper	NOUN
fcis-11146	178	9	is	be	AUX
fcis-11146	178	10	at	at	ADP
fcis-11146	178	11	normal	normal	ADJ
fcis-11146	178	12	operating	operating	NOUN
fcis-11146	178	13	temperature	temperature	NOUN
fcis-11146	178	14	of	of	ADP
fcis-11146	178	15	25	25	NUM
fcis-11146	178	16	degrees	degree	NOUN
fcis-11146	178	17	table	table	NOUN
fcis-11146	178	18	1	1	NUM
fcis-11146	178	19	.	.	PUNCT
fcis-11146	179	1	parameters	parameter	NOUN
fcis-11146	179	2	of	of	ADP
fcis-11146	179	3	lithium	lithium	NOUN
fcis-11146	179	4	batteries	battery	NOUN
fcis-11146	179	5	battery	battery	NOUN
fcis-11146	179	6	parameters	parameter	NOUN
fcis-11146	179	7	specifications	specification	NOUN
fcis-11146	179	8	value	value	NOUN
fcis-11146	179	9	battery	battery	NOUN
fcis-11146	179	10	type	type	NOUN
fcis-11146	179	11	inr	inr	PROPN
fcis-11146	179	12	18650	18650	NUM
fcis-11146	179	13	-	-	PUNCT
fcis-11146	179	14	20r	20r	NOUN
fcis-11146	179	15	capacity	capacity	NOUN
fcis-11146	179	16	rating	rating	NOUN
fcis-11146	179	17	2000mah	2000mah	NUM
fcis-11146	179	18	cell	cell	NOUN
fcis-11146	179	19	chemistry	chemistry	NOUN
fcis-11146	179	20	lnmc	lnmc	NOUN
fcis-11146	179	21	/	/	SYM
fcis-11146	179	22	graphite	graphite	NOUN
fcis-11146	179	23	weight	weight	NOUN
fcis-11146	179	24	45.0	45.0	NUM
fcis-11146	179	25	g	g	NOUN
fcis-11146	179	26	dimensions(mm	dimensions(mm	NOUN
fcis-11146	179	27	)	)	PUNCT
fcis-11146	179	28	18.33±0.07	18.33±0.07	NUM
fcis-11146	179	29	mm	mm	NUM
fcis-11146	179	30	length	length	NOUN
fcis-11146	179	31	64.85±0.15	64.85±0.15	NOUN
fcis-11146	179	32	mm	mm	INTJ
fcis-11146	179	33	74	74	NUM
fcis-11146	179	34	these	these	DET
fcis-11146	179	35	battery	battery	NOUN
fcis-11146	179	36	models	model	NOUN
fcis-11146	179	37	also	also	ADV
fcis-11146	179	38	determine	determine	VERB
fcis-11146	179	39	the	the	DET
fcis-11146	179	40	maximum	maximum	ADJ
fcis-11146	179	41	capacity	capacity	NOUN
fcis-11146	179	42	of	of	ADP
fcis-11146	179	43	this	this	DET
fcis-11146	179	44	lithium	lithium	NOUN
fcis-11146	179	45	battery	battery	NOUN
fcis-11146	179	46	,	,	PUNCT
fcis-11146	179	47	as	as	ADV
fcis-11146	179	48	well	well	ADV
fcis-11146	179	49	as	as	ADP
fcis-11146	179	50	the	the	DET
fcis-11146	179	51	platform	platform	NOUN
fcis-11146	179	52	voltage	voltage	NOUN
fcis-11146	179	53	,	,	PUNCT
fcis-11146	179	54	the	the	DET
fcis-11146	179	55	number	number	NOUN
fcis-11146	179	56	of	of	ADP
fcis-11146	179	57	soul	soul	NOUN
fcis-11146	179	58	rings	ring	NOUN
fcis-11146	179	59	and	and	CCONJ
fcis-11146	179	60	other	other	ADJ
fcis-11146	179	61	information	information	NOUN
fcis-11146	179	62	.	.	PUNCT
fcis-11146	180	1	however	however	ADV
fcis-11146	180	2	,	,	PUNCT
fcis-11146	180	3	the	the	DET
fcis-11146	180	4	soc	soc	NOUN
fcis-11146	180	5	calculation	calculation	NOUN
fcis-11146	180	6	is	be	AUX
fcis-11146	180	7	required	require	VERB
fcis-11146	180	8	to	to	PART
fcis-11146	180	9	use	use	VERB
fcis-11146	180	10	the	the	DET
fcis-11146	180	11	maximum	maximum	ADJ
fcis-11146	180	12	initial	initial	ADJ
fcis-11146	180	13	capacity	capacity	NOUN
fcis-11146	180	14	of	of	ADP
fcis-11146	180	15	the	the	DET
fcis-11146	180	16	lithium	lithium	NOUN
fcis-11146	180	17	battery	battery	NOUN
fcis-11146	180	18	.	.	PUNCT
fcis-11146	181	1	the	the	DET
fcis-11146	181	2	test	test	NOUN
fcis-11146	181	3	of	of	ADP
fcis-11146	181	4	the	the	DET
fcis-11146	181	5	lithium	lithium	NOUN
fcis-11146	181	6	battery	battery	NOUN
fcis-11146	181	7	is	be	AUX
fcis-11146	181	8	used	use	VERB
fcis-11146	181	9	by	by	ADP
fcis-11146	181	10	arbin	arbin	PROPN
fcis-11146	181	11	battery	battery	PROPN
fcis-11146	181	12	test	test	NOUN
fcis-11146	181	13	platform	platform	NOUN
fcis-11146	181	14	.	.	PUNCT
fcis-11146	182	1	the	the	DET
fcis-11146	182	2	initial	initial	ADJ
fcis-11146	182	3	capacity	capacity	NOUN
fcis-11146	182	4	of	of	ADP
fcis-11146	182	5	the	the	DET
fcis-11146	182	6	test	test	NOUN
fcis-11146	182	7	,	,	PUNCT
fcis-11146	182	8	as	as	ADV
fcis-11146	182	9	well	well	ADV
fcis-11146	182	10	as	as	ADP
fcis-11146	182	11	current	current	ADJ
fcis-11146	182	12	,	,	PUNCT
fcis-11146	182	13	voltage	voltage	NOUN
fcis-11146	182	14	and	and	CCONJ
fcis-11146	182	15	other	other	ADJ
fcis-11146	182	16	parameters	parameter	NOUN
fcis-11146	182	17	are	be	AUX
fcis-11146	182	18	stored	store	VERB
fcis-11146	182	19	in	in	ADP
fcis-11146	182	20	an	an	DET
fcis-11146	182	21	excel	excel	NOUN
fcis-11146	182	22	table	table	NOUN
fcis-11146	182	23	.	.	PUNCT
fcis-11146	183	1	figure	figure	NOUN
fcis-11146	183	2	3	3	NUM
fcis-11146	183	3	.	.	PUNCT
fcis-11146	183	4	test	test	NOUN
fcis-11146	183	5	data	datum	NOUN
fcis-11146	183	6	of	of	ADP
fcis-11146	183	7	initial	initial	ADJ
fcis-11146	183	8	capacity	capacity	NOUN
fcis-11146	183	9	of	of	ADP
fcis-11146	183	10	libs	lib	NOUN
fcis-11146	183	11	.	.	PUNCT
fcis-11146	184	1	the	the	DET
fcis-11146	184	2	process	process	NOUN
fcis-11146	184	3	of	of	ADP
fcis-11146	184	4	charging	charge	VERB
fcis-11146	184	5	and	and	CCONJ
fcis-11146	184	6	discharging	discharge	VERB
fcis-11146	184	7	the	the	DET
fcis-11146	184	8	battery	battery	NOUN
fcis-11146	184	9	can	can	AUX
fcis-11146	184	10	be	be	AUX
fcis-11146	184	11	seen	see	VERB
fcis-11146	184	12	from	from	ADP
fcis-11146	184	13	the	the	DET
fcis-11146	184	14	data	datum	NOUN
fcis-11146	184	15	.	.	PUNCT
fcis-11146	185	1	figure	figure	NOUN
fcis-11146	185	2	3	3	NUM
fcis-11146	185	3	represents	represent	VERB
fcis-11146	185	4	the	the	DET
fcis-11146	185	5	test	test	NOUN
fcis-11146	185	6	chart	chart	NOUN
fcis-11146	185	7	of	of	ADP
fcis-11146	185	8	the	the	DET
fcis-11146	185	9	initial	initial	ADJ
fcis-11146	185	10	capacity	capacity	NOUN
fcis-11146	185	11	.	.	PUNCT
fcis-11146	186	1	first	first	ADV
fcis-11146	186	2	,	,	PUNCT
fcis-11146	186	3	constant	constant	ADJ
fcis-11146	186	4	current	current	ADJ
fcis-11146	186	5	voltage	voltage	NOUN
fcis-11146	186	6	limiting	limit	VERB
fcis-11146	186	7	charging	charge	VERB
fcis-11146	186	8	(	(	PUNCT
fcis-11146	186	9	cccv	cccv	PROPN
fcis-11146	186	10	)	)	PUNCT
fcis-11146	186	11	is	be	AUX
fcis-11146	186	12	performed	perform	VERB
fcis-11146	186	13	.	.	PUNCT
fcis-11146	187	1	that	that	PRON
fcis-11146	187	2	is	be	AUX
fcis-11146	187	3	,	,	PUNCT
fcis-11146	187	4	constant	constant	ADJ
fcis-11146	187	5	current	current	ADJ
fcis-11146	187	6	charging	charging	NOUN
fcis-11146	187	7	is	be	AUX
fcis-11146	187	8	performed	perform	VERB
fcis-11146	187	9	at	at	ADP
fcis-11146	187	10	a	a	DET
fcis-11146	187	11	current	current	NOUN
fcis-11146	187	12	of	of	ADP
fcis-11146	187	13	1a	1a	NOUN
fcis-11146	187	14	,	,	PUNCT
fcis-11146	187	15	and	and	CCONJ
fcis-11146	187	16	then	then	ADV
fcis-11146	187	17	trickle	trickle	VERB
fcis-11146	187	18	charging	charging	NOUN
fcis-11146	187	19	is	be	AUX
fcis-11146	187	20	performed	perform	VERB
fcis-11146	187	21	during	during	ADP
fcis-11146	187	22	the	the	DET
fcis-11146	187	23	voltage	voltage	NOUN
fcis-11146	187	24	achieves	achieve	VERB
fcis-11146	187	25	the	the	DET
fcis-11146	187	26	rated	rate	VERB
fcis-11146	187	27	voltage	voltage	NOUN
fcis-11146	187	28	.	.	PUNCT
fcis-11146	188	1	until	until	SCONJ
fcis-11146	188	2	the	the	DET
fcis-11146	188	3	current	current	NOUN
fcis-11146	188	4	is	be	AUX
fcis-11146	188	5	less	less	ADJ
fcis-11146	188	6	than	than	ADP
fcis-11146	188	7	a	a	DET
fcis-11146	188	8	certain	certain	ADJ
fcis-11146	188	9	minimum	minimum	NOUN
fcis-11146	188	10	value	value	NOUN
fcis-11146	188	11	,	,	PUNCT
fcis-11146	188	12	then	then	ADV
fcis-11146	188	13	charging	charge	VERB
fcis-11146	188	14	stops	stop	NOUN
fcis-11146	188	15	.	.	PUNCT
fcis-11146	189	1	then	then	ADV
fcis-11146	189	2	it	it	PRON
fcis-11146	189	3	is	be	AUX
fcis-11146	189	4	left	leave	VERB
fcis-11146	189	5	for	for	ADP
fcis-11146	189	6	a	a	DET
fcis-11146	189	7	period	period	NOUN
fcis-11146	189	8	of	of	ADP
fcis-11146	189	9	time	time	NOUN
fcis-11146	189	10	,	,	PUNCT
fcis-11146	189	11	and	and	CCONJ
fcis-11146	189	12	then	then	ADV
fcis-11146	189	13	a	a	DET
fcis-11146	189	14	constant	constant	ADJ
fcis-11146	189	15	current	current	ADJ
fcis-11146	189	16	discharge	discharge	NOUN
fcis-11146	189	17	of	of	ADP
fcis-11146	189	18	1a	1a	PROPN
fcis-11146	189	19	is	be	AUX
fcis-11146	189	20	performed	perform	VERB
fcis-11146	189	21	.	.	PUNCT
fcis-11146	190	1	when	when	SCONJ
fcis-11146	190	2	the	the	DET
fcis-11146	190	3	voltage	voltage	NOUN
fcis-11146	190	4	attains	attain	VERB
fcis-11146	190	5	the	the	DET
fcis-11146	190	6	minimum	minimum	ADJ
fcis-11146	190	7	voltage	voltage	NOUN
fcis-11146	190	8	required	require	VERB
fcis-11146	190	9	,	,	PUNCT
fcis-11146	190	10	the	the	DET
fcis-11146	190	11	charging	charging	NOUN
fcis-11146	190	12	ends	end	VERB
fcis-11146	190	13	.	.	PUNCT
fcis-11146	191	1	after	after	ADP
fcis-11146	191	2	another	another	DET
fcis-11146	191	3	resting	resting	NOUN
fcis-11146	191	4	period	period	NOUN
fcis-11146	191	5	.	.	PUNCT
fcis-11146	192	1	the	the	DET
fcis-11146	192	2	battery	battery	NOUN
fcis-11146	192	3	test	test	NOUN
fcis-11146	192	4	platform	platform	NOUN
fcis-11146	192	5	continues	continue	VERB
fcis-11146	192	6	to	to	PART
fcis-11146	192	7	charge	charge	VERB
fcis-11146	192	8	the	the	DET
fcis-11146	192	9	battery	battery	NOUN
fcis-11146	192	10	until	until	SCONJ
fcis-11146	192	11	it	it	PRON
fcis-11146	192	12	reaches	reach	VERB
fcis-11146	192	13	the	the	DET
fcis-11146	192	14	rated	rate	VERB
fcis-11146	192	15	voltage	voltage	NOUN
fcis-11146	192	16	and	and	CCONJ
fcis-11146	192	17	then	then	ADV
fcis-11146	192	18	trickle	trickle	VERB
fcis-11146	192	19	charge	charge	NOUN
fcis-11146	192	20	is	be	AUX
fcis-11146	192	21	performed	perform	VERB
fcis-11146	192	22	.	.	PUNCT
fcis-11146	193	1	the	the	DET
fcis-11146	193	2	main	main	ADJ
fcis-11146	193	3	purpose	purpose	NOUN
fcis-11146	193	4	of	of	ADP
fcis-11146	193	5	trickle	trickle	NOUN
fcis-11146	193	6	charging	charge	VERB
fcis-11146	193	7	is	be	AUX
fcis-11146	193	8	to	to	PART
fcis-11146	193	9	ensure	ensure	VERB
fcis-11146	193	10	the	the	DET
fcis-11146	193	11	increase	increase	NOUN
fcis-11146	193	12	of	of	ADP
fcis-11146	193	13	charging	charge	VERB
fcis-11146	193	14	capacity	capacity	NOUN
fcis-11146	193	15	.	.	PUNCT
fcis-11146	194	1	during	during	ADP
fcis-11146	194	2	the	the	DET
fcis-11146	194	3	charging	charging	NOUN
fcis-11146	194	4	process	process	NOUN
fcis-11146	194	5	,	,	PUNCT
fcis-11146	194	6	the	the	DET
fcis-11146	194	7	charging	charging	NOUN
fcis-11146	194	8	capacity	capacity	NOUN
fcis-11146	194	9	is	be	AUX
fcis-11146	194	10	continuously	continuously	ADV
fcis-11146	194	11	increasing	increase	VERB
fcis-11146	194	12	and	and	CCONJ
fcis-11146	194	13	the	the	DET
fcis-11146	194	14	discharging	discharging	NOUN
fcis-11146	194	15	capacity	capacity	NOUN
fcis-11146	194	16	is	be	AUX
fcis-11146	194	17	kept	keep	VERB
fcis-11146	194	18	constant	constant	ADJ
fcis-11146	194	19	.	.	PUNCT
fcis-11146	195	1	during	during	ADP
fcis-11146	195	2	discharging	discharge	VERB
fcis-11146	195	3	,	,	PUNCT
fcis-11146	195	4	the	the	DET
fcis-11146	195	5	discharging	discharge	VERB
fcis-11146	195	6	capacity	capacity	NOUN
fcis-11146	195	7	is	be	AUX
fcis-11146	195	8	continuously	continuously	ADV
fcis-11146	195	9	increasing	increase	VERB
fcis-11146	195	10	and	and	CCONJ
fcis-11146	195	11	the	the	DET
fcis-11146	195	12	charging	charging	NOUN
fcis-11146	195	13	capacity	capacity	NOUN
fcis-11146	195	14	is	be	AUX
fcis-11146	195	15	kept	keep	VERB
fcis-11146	195	16	constant	constant	ADJ
fcis-11146	195	17	.	.	PUNCT
fcis-11146	196	1	during	during	ADP
fcis-11146	196	2	the	the	DET
fcis-11146	196	3	resting	resting	NOUN
fcis-11146	196	4	process	process	NOUN
fcis-11146	196	5	,	,	PUNCT
fcis-11146	196	6	both	both	PRON
fcis-11146	196	7	charging	charge	VERB
fcis-11146	196	8	capacity	capacity	NOUN
fcis-11146	196	9	and	and	CCONJ
fcis-11146	196	10	discharging	discharge	VERB
fcis-11146	196	11	capacity	capacity	NOUN
fcis-11146	196	12	are	be	AUX
fcis-11146	196	13	kept	keep	VERB
fcis-11146	196	14	constant	constant	ADJ
fcis-11146	196	15	.	.	PUNCT
fcis-11146	197	1	the	the	DET
fcis-11146	197	2	main	main	ADJ
fcis-11146	197	3	purpose	purpose	NOUN
fcis-11146	197	4	of	of	ADP
fcis-11146	197	5	resting	resting	NOUN
fcis-11146	197	6	is	be	AUX
fcis-11146	197	7	to	to	PART
fcis-11146	197	8	achieve	achieve	VERB
fcis-11146	197	9	ocv	ocv	ADP
fcis-11146	197	10	stability	stability	NOUN
fcis-11146	197	11	.	.	PUNCT
fcis-11146	198	1	as	as	SCONJ
fcis-11146	198	2	can	can	AUX
fcis-11146	198	3	be	be	AUX
fcis-11146	198	4	seen	see	VERB
fcis-11146	198	5	from	from	ADP
fcis-11146	198	6	the	the	DET
fcis-11146	198	7	graph	graph	NOUN
fcis-11146	198	8	,	,	PUNCT
fcis-11146	198	9	the	the	DET
fcis-11146	198	10	voltage	voltage	NOUN
fcis-11146	198	11	of	of	ADP
fcis-11146	198	12	the	the	DET
fcis-11146	198	13	libs	lib	NOUN
fcis-11146	198	14	declines	decline	VERB
fcis-11146	198	15	during	during	ADP
fcis-11146	198	16	the	the	DET
fcis-11146	198	17	resting	resting	NOUN
fcis-11146	198	18	process	process	NOUN
fcis-11146	198	19	.	.	PUNCT
fcis-11146	199	1	figure	figure	NOUN
fcis-11146	199	2	4	4	NUM
fcis-11146	199	3	.	.	X
fcis-11146	200	1	soc	soc	NOUN
fcis-11146	200	2	test	test	NOUN
fcis-11146	200	3	data	datum	NOUN
fcis-11146	200	4	at	at	ADP
fcis-11146	200	5	50	50	NUM
fcis-11146	200	6	percent	percent	NOUN
fcis-11146	200	7	under	under	ADP
fcis-11146	200	8	bjdst	bjdst	NOUN
fcis-11146	200	9	conditions	condition	NOUN
fcis-11146	200	10	the	the	DET
fcis-11146	200	11	bjdst	bjdst	NOUN
fcis-11146	200	12	working	work	VERB
fcis-11146	200	13	condition	condition	NOUN
fcis-11146	200	14	test	test	NOUN
fcis-11146	200	15	was	be	AUX
fcis-11146	200	16	continued	continue	VERB
fcis-11146	200	17	at	at	ADP
fcis-11146	200	18	a	a	DET
fcis-11146	200	19	room	room	NOUN
fcis-11146	200	20	temperature	temperature	NOUN
fcis-11146	200	21	of	of	ADP
fcis-11146	200	22	25	25	NUM
fcis-11146	200	23	degrees	degree	NOUN
fcis-11146	200	24	celsius	celsius	NOUN
fcis-11146	200	25	for	for	ADP
fcis-11146	200	26	the	the	DET
fcis-11146	200	27	battery	battery	NOUN
fcis-11146	200	28	.	.	PUNCT
fcis-11146	201	1	in	in	ADP
fcis-11146	201	2	the	the	DET
fcis-11146	201	3	process	process	NOUN
fcis-11146	201	4	of	of	ADP
fcis-11146	201	5	working	work	VERB
fcis-11146	201	6	condition	condition	NOUN
fcis-11146	201	7	test	test	NOUN
fcis-11146	201	8	,	,	PUNCT
fcis-11146	201	9	there	there	PRON
fcis-11146	201	10	are	be	VERB
fcis-11146	201	11	divided	divide	VERB
fcis-11146	201	12	into	into	ADP
fcis-11146	201	13	50	50	NUM
fcis-11146	201	14	%	%	NOUN
fcis-11146	201	15	soc	soc	NOUN
fcis-11146	201	16	test	test	NOUN
fcis-11146	201	17	case	case	NOUN
fcis-11146	201	18	and	and	CCONJ
fcis-11146	201	19	80	80	NUM
fcis-11146	201	20	%	%	NOUN
fcis-11146	201	21	soc	soc	NOUN
fcis-11146	201	22	test	test	NOUN
fcis-11146	201	23	case	case	NOUN
fcis-11146	201	24	.	.	PUNCT
fcis-11146	202	1	as	as	SCONJ
fcis-11146	202	2	can	can	AUX
fcis-11146	202	3	be	be	AUX
fcis-11146	202	4	seen	see	VERB
fcis-11146	202	5	in	in	ADP
fcis-11146	202	6	figure	figure	NOUN
fcis-11146	202	7	4	4	NUM
fcis-11146	202	8	,	,	PUNCT
fcis-11146	202	9	the	the	DET
fcis-11146	202	10	current	current	NOUN
fcis-11146	202	11	is	be	AUX
fcis-11146	202	12	first	first	ADV
fcis-11146	202	13	charged	charge	VERB
fcis-11146	202	14	at	at	ADP
fcis-11146	202	15	1a	1a	NUM
fcis-11146	202	16	.	.	PUNCT
fcis-11146	203	1	when	when	SCONJ
fcis-11146	203	2	the	the	DET
fcis-11146	203	3	voltage	voltage	NOUN
fcis-11146	203	4	reaches	reach	VERB
fcis-11146	203	5	the	the	DET
fcis-11146	203	6	rated	rate	VERB
fcis-11146	203	7	value	value	NOUN
fcis-11146	203	8	,	,	PUNCT
fcis-11146	203	9	then	then	ADV
fcis-11146	203	10	trickle	trickle	NOUN
fcis-11146	203	11	charging	charging	NOUN
fcis-11146	203	12	is	be	AUX
fcis-11146	203	13	performed	perform	VERB
fcis-11146	203	14	.	.	PUNCT
fcis-11146	204	1	when	when	SCONJ
fcis-11146	204	2	the	the	DET
fcis-11146	204	3	trickle	trickle	NOUN
fcis-11146	204	4	charge	charge	NOUN
fcis-11146	204	5	current	current	NOUN
fcis-11146	204	6	is	be	AUX
fcis-11146	204	7	less	less	ADJ
fcis-11146	204	8	than	than	ADP
fcis-11146	204	9	a	a	DET
fcis-11146	204	10	certain	certain	ADJ
fcis-11146	204	11	value	value	NOUN
fcis-11146	204	12	,	,	PUNCT
fcis-11146	204	13	the	the	DET
fcis-11146	204	14	charging	charging	NOUN
fcis-11146	204	15	is	be	AUX
fcis-11146	204	16	stopped	stop	VERB
fcis-11146	204	17	.	.	PUNCT
fcis-11146	205	1	after	after	ADP
fcis-11146	205	2	sitting	sit	VERB
fcis-11146	205	3	for	for	ADP
fcis-11146	205	4	a	a	DET
fcis-11146	205	5	period	period	NOUN
fcis-11146	205	6	of	of	ADP
fcis-11146	205	7	time	time	NOUN
fcis-11146	205	8	,	,	PUNCT
fcis-11146	205	9	arbin	arbin	PROPN
fcis-11146	205	10	's	's	PART
fcis-11146	205	11	charge	charge	NOUN
fcis-11146	205	12	/	/	SYM
fcis-11146	205	13	discharge	discharge	NOUN
fcis-11146	205	14	testbed	testbe	VERB
fcis-11146	205	15	then	then	ADV
fcis-11146	205	16	performs	perform	VERB
fcis-11146	205	17	a	a	DET
fcis-11146	205	18	1a	1a	NUM
fcis-11146	205	19	current	current	ADJ
fcis-11146	205	20	discharge	discharge	NOUN
fcis-11146	205	21	.	.	PUNCT
fcis-11146	206	1	when	when	SCONJ
fcis-11146	206	2	the	the	DET
fcis-11146	206	3	discharged	discharge	VERB
fcis-11146	206	4	capacity	capacity	NOUN
fcis-11146	206	5	reaches	reach	VERB
fcis-11146	206	6	50	50	NUM
fcis-11146	206	7	%	%	NOUN
fcis-11146	206	8	of	of	ADP
fcis-11146	206	9	soc	soc	NOUN
fcis-11146	206	10	.	.	PUNCT
fcis-11146	207	1	stop	stop	VERB
fcis-11146	207	2	discharging	discharge	VERB
fcis-11146	207	3	.	.	PUNCT
fcis-11146	208	1	then	then	ADV
fcis-11146	208	2	conduct	conduct	VERB
fcis-11146	208	3	frequent	frequent	ADJ
fcis-11146	208	4	charging	charging	NOUN
fcis-11146	208	5	and	and	CCONJ
fcis-11146	208	6	discharging	discharge	VERB
fcis-11146	208	7	.	.	PUNCT
fcis-11146	209	1	finally	finally	ADV
fcis-11146	209	2	,	,	PUNCT
fcis-11146	209	3	the	the	DET
fcis-11146	209	4	capacity	capacity	NOUN
fcis-11146	209	5	is	be	AUX
fcis-11146	209	6	discharged	discharge	VERB
fcis-11146	209	7	until	until	SCONJ
fcis-11146	209	8	it	it	PRON
fcis-11146	209	9	is	be	AUX
fcis-11146	209	10	finished	finish	VERB
fcis-11146	209	11	.	.	PUNCT
fcis-11146	210	1	figure	figure	VERB
fcis-11146	210	2	5	5	NUM
fcis-11146	210	3	.	.	X
fcis-11146	211	1	soc	soc	NOUN
fcis-11146	211	2	test	test	NOUN
fcis-11146	211	3	data	datum	NOUN
fcis-11146	211	4	at	at	ADP
fcis-11146	211	5	80	80	NUM
fcis-11146	211	6	percent	percent	NOUN
fcis-11146	211	7	under	under	ADP
fcis-11146	211	8	bjdst	bjdst	NOUN
fcis-11146	211	9	conditions	condition	NOUN
fcis-11146	211	10	this	this	PRON
fcis-11146	211	11	can	can	AUX
fcis-11146	211	12	be	be	AUX
fcis-11146	211	13	seen	see	VERB
fcis-11146	211	14	in	in	ADP
fcis-11146	211	15	figure	figure	NOUN
fcis-11146	211	16	5	5	NUM
fcis-11146	211	17	.	.	PUNCT
fcis-11146	212	1	the	the	DET
fcis-11146	212	2	current	current	NOUN
fcis-11146	212	3	is	be	AUX
fcis-11146	212	4	first	first	ADV
fcis-11146	212	5	charged	charge	VERB
fcis-11146	212	6	at	at	ADP
fcis-11146	212	7	1a	1a	NUM
fcis-11146	212	8	.	.	PUNCT
fcis-11146	213	1	then	then	ADV
fcis-11146	213	2	,	,	PUNCT
fcis-11146	213	3	when	when	SCONJ
fcis-11146	213	4	charged	charge	VERB
fcis-11146	213	5	to	to	ADP
fcis-11146	213	6	the	the	DET
fcis-11146	213	7	rated	rate	VERB
fcis-11146	213	8	voltage	voltage	NOUN
fcis-11146	213	9	,	,	PUNCT
fcis-11146	213	10	trickle	trickle	NOUN
fcis-11146	213	11	charging	charging	NOUN
fcis-11146	213	12	is	be	AUX
fcis-11146	213	13	performed	perform	VERB
fcis-11146	213	14	to	to	PART
fcis-11146	213	15	guarantee	guarantee	VERB
fcis-11146	213	16	that	that	SCONJ
fcis-11146	213	17	the	the	DET
fcis-11146	213	18	libs	lib	NOUN
fcis-11146	213	19	preserve	preserve	VERB
fcis-11146	213	20	be	be	AUX
fcis-11146	213	21	fully	fully	ADV
fcis-11146	213	22	charged	charge	VERB
fcis-11146	213	23	.	.	PUNCT
fcis-11146	214	1	the	the	DET
fcis-11146	214	2	lithium	lithium	NOUN
fcis-11146	214	3	battery	battery	NOUN
fcis-11146	214	4	is	be	AUX
fcis-11146	214	5	left	leave	VERB
fcis-11146	214	6	to	to	PART
fcis-11146	214	7	sit	sit	VERB
fcis-11146	214	8	for	for	ADP
fcis-11146	214	9	a	a	DET
fcis-11146	214	10	period	period	NOUN
fcis-11146	214	11	of	of	ADP
fcis-11146	214	12	time	time	NOUN
fcis-11146	214	13	.	.	PUNCT
fcis-11146	215	1	then	then	ADV
fcis-11146	215	2	,	,	PUNCT
fcis-11146	215	3	arbin	arbin	PROPN
fcis-11146	215	4	's	's	PART
fcis-11146	215	5	battery	battery	NOUN
fcis-11146	215	6	test	test	NOUN
fcis-11146	215	7	rig	rig	NOUN
fcis-11146	215	8	then	then	ADV
fcis-11146	215	9	discharges	discharge	NOUN
fcis-11146	215	10	at	at	ADP
fcis-11146	215	11	a	a	DET
fcis-11146	215	12	current	current	NOUN
fcis-11146	215	13	of	of	ADP
fcis-11146	215	14	1a	1a	NOUN
fcis-11146	215	15	.	.	PUNCT
fcis-11146	216	1	when	when	SCONJ
fcis-11146	216	2	the	the	DET
fcis-11146	216	3	discharge	discharge	NOUN
fcis-11146	216	4	is	be	AUX
fcis-11146	216	5	20	20	NUM
fcis-11146	216	6	%	%	NOUN
fcis-11146	216	7	,	,	PUNCT
fcis-11146	216	8	which	which	PRON
fcis-11146	216	9	means	mean	VERB
fcis-11146	216	10	the	the	DET
fcis-11146	216	11	soc	soc	NOUN
fcis-11146	216	12	is	be	AUX
fcis-11146	216	13	equal	equal	ADJ
fcis-11146	216	14	to	to	ADP
fcis-11146	216	15	80	80	NUM
fcis-11146	216	16	,	,	PUNCT
fcis-11146	216	17	frequent	frequent	ADJ
fcis-11146	216	18	charging	charging	NOUN
fcis-11146	216	19	and	and	CCONJ
fcis-11146	216	20	discharging	discharging	NOUN
fcis-11146	216	21	is	be	AUX
fcis-11146	216	22	performed	perform	VERB
fcis-11146	216	23	.	.	PUNCT
fcis-11146	217	1	when	when	SCONJ
fcis-11146	217	2	soc	soc	NOUN
fcis-11146	217	3	is	be	AUX
fcis-11146	217	4	equal	equal	ADJ
fcis-11146	217	5	to	to	ADP
fcis-11146	217	6	0	0	NUM
fcis-11146	217	7	,	,	PUNCT
fcis-11146	217	8	the	the	DET
fcis-11146	217	9	discharge	discharge	NOUN
fcis-11146	217	10	stops	stop	VERB
fcis-11146	217	11	.	.	PUNCT
fcis-11146	218	1	5	5	X
fcis-11146	218	2	.	.	NOUN
fcis-11146	218	3	results	result	NOUN
fcis-11146	218	4	and	and	CCONJ
fcis-11146	218	5	discussion	discussion	NOUN
fcis-11146	218	6	figure	figure	NOUN
fcis-11146	218	7	6	6	NUM
fcis-11146	218	8	.	.	PUNCT
fcis-11146	219	1	train	train	NOUN
fcis-11146	219	2	error	error	NOUN
fcis-11146	219	3	at	at	ADP
fcis-11146	219	4	different	different	ADJ
fcis-11146	219	5	values	value	NOUN
fcis-11146	219	6	of	of	ADP
fcis-11146	219	7	timestep	timestep	NOUN
fcis-11146	219	8	and	and	CCONJ
fcis-11146	219	9	different	different	ADJ
fcis-11146	219	10	values	value	NOUN
fcis-11146	219	11	of	of	ADP
fcis-11146	219	12	epoch	epoch	NOUN
fcis-11146	219	13	the	the	DET
fcis-11146	219	14	testing	testing	NOUN
fcis-11146	219	15	of	of	ADP
fcis-11146	219	16	libs	libs	PROPN
fcis-11146	219	17	is	be	AUX
fcis-11146	219	18	itself	itself	PRON
fcis-11146	219	19	a	a	DET
fcis-11146	219	20	time	time	NOUN
fcis-11146	219	21	series	series	PROPN
fcis-11146	219	22	model	model	PROPN
fcis-11146	219	23	.	.	PUNCT
fcis-11146	220	1	therefore	therefore	ADV
fcis-11146	220	2	,	,	PUNCT
fcis-11146	220	3	the	the	DET
fcis-11146	220	4	previous	previous	ADJ
fcis-11146	220	5	values	value	NOUN
fcis-11146	220	6	have	have	VERB
fcis-11146	220	7	a	a	DET
fcis-11146	220	8	strong	strong	ADJ
fcis-11146	220	9	influence	influence	NOUN
fcis-11146	220	10	on	on	ADP
fcis-11146	220	11	the	the	DET
fcis-11146	220	12	values	value	NOUN
fcis-11146	220	13	of	of	ADP
fcis-11146	220	14	the	the	DET
fcis-11146	220	15	later	later	ADJ
fcis-11146	220	16	values	value	NOUN
fcis-11146	220	17	.	.	PUNCT
fcis-11146	221	1	this	this	PRON
fcis-11146	221	2	is	be	AUX
fcis-11146	221	3	equivalent	equivalent	ADJ
fcis-11146	221	4	to	to	ADP
fcis-11146	221	5	an	an	DET
fcis-11146	221	6	autoregressive	autoregressive	ADJ
fcis-11146	221	7	model	model	NOUN
fcis-11146	221	8	,	,	PUNCT
fcis-11146	221	9	so	so	SCONJ
fcis-11146	221	10	it	it	PRON
fcis-11146	221	11	is	be	AUX
fcis-11146	221	12	more	more	ADV
fcis-11146	221	13	sensitive	sensitive	ADJ
fcis-11146	221	14	to	to	ADP
fcis-11146	221	15	timestep	timestep	NOUN
fcis-11146	221	16	,	,	PUNCT
fcis-11146	221	17	and	and	CCONJ
fcis-11146	221	18	the	the	DET
fcis-11146	221	19	number	number	NOUN
fcis-11146	221	20	of	of	ADP
fcis-11146	221	21	epochs	epoch	NOUN
fcis-11146	221	22	.	.	PUNCT
fcis-11146	222	1	the	the	DET
fcis-11146	222	2	thickness	thickness	NOUN
fcis-11146	222	3	of	of	ADP
fcis-11146	222	4	the	the	DET
fcis-11146	222	5	lstm	lstm	NOUN
fcis-11146	222	6	is	be	AUX
fcis-11146	222	7	chosen	choose	VERB
fcis-11146	222	8	to	to	PART
fcis-11146	222	9	be	be	AUX
fcis-11146	222	10	64	64	NUM
fcis-11146	222	11	.	.	PUNCT
fcis-11146	223	1	the	the	DET
fcis-11146	223	2	0	0	NUM
fcis-11146	223	3	5000	5000	NUM
fcis-11146	223	4	10000	10000	NUM
fcis-11146	223	5	15000	15000	NUM
fcis-11146	223	6	20000	20000	NUM
fcis-11146	223	7	25000	25000	NUM
fcis-11146	223	8	-2	-2	NOUN
fcis-11146	223	9	-1	-1	SYM
fcis-11146	223	10	0	0	NUM
fcis-11146	223	11	1	1	NUM
fcis-11146	223	12	2	2	NUM
fcis-11146	223	13	3	3	NUM
fcis-11146	223	14	4	4	NUM
fcis-11146	223	15	y	y	PROPN
fcis-11146	223	16	test_time(s	test_time(s	NOUN
fcis-11146	223	17	)	)	PUNCT
fcis-11146	223	18	current(a	current(a	NOUN
fcis-11146	223	19	)	)	PUNCT
fcis-11146	223	20	voltage(v	voltage(v	PROPN
fcis-11146	223	21	)	)	PUNCT
fcis-11146	223	22	charge_capacity(ah	charge_capacity(ah	NOUN
fcis-11146	223	23	)	)	PUNCT
fcis-11146	223	24	discharge_capacity(ah	discharge_capacity(ah	NOUN
fcis-11146	223	25	)	)	PUNCT
fcis-11146	223	26	75	75	NUM
fcis-11146	223	27	depth	depth	NOUN
fcis-11146	223	28	of	of	ADP
fcis-11146	223	29	the	the	DET
fcis-11146	223	30	lstm	lstm	NOUN
fcis-11146	223	31	is	be	AUX
fcis-11146	223	32	2	2	NUM
fcis-11146	223	33	,	,	PUNCT
fcis-11146	223	34	and	and	CCONJ
fcis-11146	223	35	the	the	DET
fcis-11146	223	36	depth	depth	NOUN
fcis-11146	223	37	of	of	ADP
fcis-11146	223	38	the	the	DET
fcis-11146	223	39	attention	attention	NOUN
fcis-11146	223	40	network	network	NOUN
fcis-11146	223	41	is	be	AUX
fcis-11146	223	42	2	2	NUM
fcis-11146	223	43	.	.	PUNCT
fcis-11146	224	1	there	there	PRON
fcis-11146	224	2	are	be	VERB
fcis-11146	224	3	2	2	NUM
fcis-11146	224	4	heads	head	NOUN
fcis-11146	224	5	of	of	ADP
fcis-11146	224	6	attention	attention	NOUN
fcis-11146	224	7	.	.	PUNCT
fcis-11146	225	1	in	in	ADP
fcis-11146	225	2	this	this	DET
fcis-11146	225	3	paper	paper	NOUN
fcis-11146	225	4	,	,	PUNCT
fcis-11146	225	5	the	the	DET
fcis-11146	225	6	values	value	NOUN
fcis-11146	225	7	of	of	ADP
fcis-11146	225	8	timestep	timestep	NOUN
fcis-11146	225	9	are	be	AUX
fcis-11146	225	10	set	set	VERB
fcis-11146	225	11	to	to	ADP
fcis-11146	225	12	1,2,3,4,5	1,2,3,4,5	NUM
fcis-11146	225	13	and	and	CCONJ
fcis-11146	225	14	the	the	DET
fcis-11146	225	15	number	number	NOUN
fcis-11146	225	16	of	of	ADP
fcis-11146	225	17	epochs	epoch	NOUN
fcis-11146	225	18	is	be	AUX
fcis-11146	225	19	also	also	ADV
fcis-11146	225	20	up	up	ADP
fcis-11146	225	21	to	to	ADP
fcis-11146	225	22	50	50	NUM
fcis-11146	225	23	.	.	PUNCT
fcis-11146	226	1	as	as	SCONJ
fcis-11146	226	2	can	can	AUX
fcis-11146	226	3	be	be	AUX
fcis-11146	226	4	seen	see	VERB
fcis-11146	226	5	from	from	ADP
fcis-11146	226	6	the	the	DET
fcis-11146	226	7	figure	figure	NOUN
fcis-11146	226	8	6	6	NUM
fcis-11146	226	9	,	,	PUNCT
fcis-11146	226	10	the	the	DET
fcis-11146	226	11	training	training	NOUN
fcis-11146	226	12	error	error	NOUN
fcis-11146	226	13	is	be	AUX
fcis-11146	226	14	further	far	ADV
fcis-11146	226	15	decreasing	decrease	VERB
fcis-11146	226	16	as	as	SCONJ
fcis-11146	226	17	the	the	DET
fcis-11146	226	18	number	number	NOUN
fcis-11146	226	19	of	of	ADP
fcis-11146	226	20	eopchs	eopchs	ADJ
fcis-11146	226	21	continues	continue	VERB
fcis-11146	226	22	to	to	PART
fcis-11146	226	23	increase	increase	VERB
fcis-11146	226	24	.	.	PUNCT
fcis-11146	227	1	this	this	PRON
fcis-11146	227	2	does	do	AUX
fcis-11146	227	3	not	not	PART
fcis-11146	227	4	vary	vary	VERB
fcis-11146	227	5	with	with	ADP
fcis-11146	227	6	the	the	DET
fcis-11146	227	7	timestep	timestep	NOUN
fcis-11146	227	8	.	.	PUNCT
fcis-11146	228	1	however	however	ADV
fcis-11146	228	2	,	,	PUNCT
fcis-11146	228	3	the	the	DET
fcis-11146	228	4	results	result	NOUN
fcis-11146	228	5	for	for	ADP
fcis-11146	228	6	the	the	DET
fcis-11146	228	7	number	number	NOUN
fcis-11146	228	8	of	of	ADP
fcis-11146	228	9	timestep	timestep	NOUN
fcis-11146	228	10	are	be	AUX
fcis-11146	228	11	very	very	ADV
fcis-11146	228	12	interesting	interesting	ADJ
fcis-11146	228	13	.	.	PUNCT
fcis-11146	229	1	when	when	SCONJ
fcis-11146	229	2	timestep	timestep	NOUN
fcis-11146	229	3	is	be	AUX
fcis-11146	229	4	greater	great	ADJ
fcis-11146	229	5	than	than	ADP
fcis-11146	229	6	or	or	CCONJ
fcis-11146	229	7	equal	equal	ADJ
fcis-11146	229	8	to	to	ADP
fcis-11146	229	9	3	3	NUM
fcis-11146	229	10	,	,	PUNCT
fcis-11146	229	11	it	it	PRON
fcis-11146	229	12	puts	put	VERB
fcis-11146	229	13	up	up	ADP
fcis-11146	229	14	be	be	AUX
fcis-11146	229	15	seen	see	VERB
fcis-11146	229	16	that	that	SCONJ
fcis-11146	229	17	the	the	DET
fcis-11146	229	18	results	result	NOUN
fcis-11146	229	19	of	of	ADP
fcis-11146	229	20	the	the	DET
fcis-11146	229	21	training	training	NOUN
fcis-11146	229	22	error	error	NOUN
fcis-11146	229	23	have	have	AUX
fcis-11146	229	24	started	start	VERB
fcis-11146	229	25	to	to	PART
fcis-11146	229	26	flatten	flatten	VERB
fcis-11146	229	27	out	out	ADP
fcis-11146	229	28	.	.	PUNCT
fcis-11146	230	1	this	this	PRON
fcis-11146	230	2	indicates	indicate	VERB
fcis-11146	230	3	that	that	SCONJ
fcis-11146	230	4	the	the	DET
fcis-11146	230	5	reduction	reduction	NOUN
fcis-11146	230	6	of	of	ADP
fcis-11146	230	7	training	training	NOUN
fcis-11146	230	8	error	error	NOUN
fcis-11146	230	9	has	have	AUX
fcis-11146	230	10	flattened	flatten	VERB
fcis-11146	230	11	out	out	ADP
fcis-11146	230	12	as	as	ADP
fcis-11146	230	13	timestep	timestep	NOUN
fcis-11146	230	14	increases	increase	NOUN
fcis-11146	230	15	.	.	PUNCT
fcis-11146	231	1	when	when	SCONJ
fcis-11146	231	2	timestep	timestep	NOUN
fcis-11146	231	3	is	be	AUX
fcis-11146	231	4	1	1	NUM
fcis-11146	231	5	,	,	PUNCT
fcis-11146	231	6	the	the	DET
fcis-11146	231	7	utmost	utmost	ADJ
fcis-11146	231	8	number	number	NOUN
fcis-11146	231	9	of	of	ADP
fcis-11146	231	10	times	time	NOUN
fcis-11146	231	11	of	of	ADP
fcis-11146	231	12	epoch	epoch	NOUN
fcis-11146	231	13	corresponds	correspond	VERB
fcis-11146	231	14	to	to	ADP
fcis-11146	231	15	50	50	NUM
fcis-11146	231	16	.	.	PUNCT
fcis-11146	232	1	the	the	DET
fcis-11146	232	2	minimum	minimum	ADJ
fcis-11146	232	3	training	training	NOUN
fcis-11146	232	4	error	error	NOUN
fcis-11146	232	5	is	be	AUX
fcis-11146	232	6	0.06534	0.06534	NUM
fcis-11146	232	7	.	.	PUNCT
fcis-11146	233	1	when	when	SCONJ
fcis-11146	233	2	timestep	timestep	NOUN
fcis-11146	233	3	is	be	AUX
fcis-11146	233	4	2	2	NUM
fcis-11146	233	5	and	and	CCONJ
fcis-11146	233	6	the	the	DET
fcis-11146	233	7	greatest	great	ADJ
fcis-11146	233	8	number	number	NOUN
fcis-11146	233	9	of	of	ADP
fcis-11146	233	10	epochs	epoch	NOUN
fcis-11146	233	11	amounts	amount	VERB
fcis-11146	233	12	to	to	ADP
fcis-11146	233	13	50	50	NUM
fcis-11146	233	14	,	,	PUNCT
fcis-11146	233	15	the	the	DET
fcis-11146	233	16	minimum	minimum	ADJ
fcis-11146	233	17	training	training	NOUN
fcis-11146	233	18	error	error	NOUN
fcis-11146	233	19	is	be	AUX
fcis-11146	233	20	0.01581	0.01581	NUM
fcis-11146	233	21	.	.	PUNCT
fcis-11146	234	1	when	when	SCONJ
fcis-11146	234	2	timestep	timestep	NOUN
fcis-11146	234	3	is	be	AUX
fcis-11146	234	4	3	3	NUM
fcis-11146	234	5	and	and	CCONJ
fcis-11146	234	6	the	the	DET
fcis-11146	234	7	supreme	supreme	ADJ
fcis-11146	234	8	number	number	NOUN
fcis-11146	234	9	of	of	ADP
fcis-11146	234	10	epoch	epoch	NOUN
fcis-11146	234	11	remains	remain	VERB
fcis-11146	234	12	50	50	NUM
fcis-11146	234	13	,	,	PUNCT
fcis-11146	234	14	the	the	DET
fcis-11146	234	15	minimum	minimum	ADJ
fcis-11146	234	16	training	training	NOUN
fcis-11146	234	17	error	error	NOUN
fcis-11146	234	18	is	be	AUX
fcis-11146	234	19	0.001799	0.001799	NUM
fcis-11146	234	20	.	.	PUNCT
fcis-11146	235	1	when	when	SCONJ
fcis-11146	235	2	timestep	timestep	NOUN
fcis-11146	235	3	is	be	AUX
fcis-11146	235	4	4	4	NUM
fcis-11146	235	5	and	and	CCONJ
fcis-11146	235	6	the	the	DET
fcis-11146	235	7	paramount	paramount	ADJ
fcis-11146	235	8	number	number	NOUN
fcis-11146	235	9	of	of	ADP
fcis-11146	235	10	epoch	epoch	NOUN
fcis-11146	235	11	is	be	AUX
fcis-11146	235	12	50	50	NUM
fcis-11146	235	13	,	,	PUNCT
fcis-11146	235	14	the	the	DET
fcis-11146	235	15	minimum	minimum	ADJ
fcis-11146	235	16	training	training	NOUN
fcis-11146	235	17	error	error	NOUN
fcis-11146	235	18	is	be	AUX
fcis-11146	235	19	0.001799	0.001799	NUM
fcis-11146	235	20	.	.	PUNCT
fcis-11146	236	1	the	the	DET
fcis-11146	236	2	minimum	minimum	ADJ
fcis-11146	236	3	training	training	NOUN
fcis-11146	236	4	error	error	NOUN
fcis-11146	236	5	is	be	AUX
fcis-11146	236	6	0.00033	0.00033	NUM
fcis-11146	236	7	.	.	PUNCT
fcis-11146	237	1	when	when	SCONJ
fcis-11146	237	2	the	the	DET
fcis-11146	237	3	value	value	NOUN
fcis-11146	237	4	of	of	ADP
fcis-11146	237	5	timestep	timestep	NOUN
fcis-11146	237	6	is	be	AUX
fcis-11146	237	7	5	5	NUM
fcis-11146	237	8	and	and	CCONJ
fcis-11146	237	9	the	the	DET
fcis-11146	237	10	uttermost	uttermost	ADJ
fcis-11146	237	11	number	number	NOUN
fcis-11146	237	12	of	of	ADP
fcis-11146	237	13	epoch	epoch	NOUN
fcis-11146	237	14	endures	endure	VERB
fcis-11146	237	15	50	50	NUM
fcis-11146	237	16	,	,	PUNCT
fcis-11146	237	17	the	the	DET
fcis-11146	237	18	minimum	minimum	ADJ
fcis-11146	237	19	training	training	NOUN
fcis-11146	237	20	error	error	NOUN
fcis-11146	237	21	is	be	AUX
fcis-11146	237	22	0.00014	0.00014	NUM
fcis-11146	237	23	.	.	PUNCT
fcis-11146	238	1	however	however	ADV
fcis-11146	238	2	,	,	PUNCT
fcis-11146	238	3	it	it	PRON
fcis-11146	238	4	is	be	AUX
fcis-11146	238	5	often	often	ADV
fcis-11146	238	6	not	not	PART
fcis-11146	238	7	the	the	DET
fcis-11146	238	8	training	training	NOUN
fcis-11146	238	9	error	error	NOUN
fcis-11146	238	10	but	but	CCONJ
fcis-11146	238	11	the	the	DET
fcis-11146	238	12	testing	testing	NOUN
fcis-11146	238	13	error	error	NOUN
fcis-11146	238	14	that	that	PRON
fcis-11146	238	15	measures	measure	VERB
fcis-11146	238	16	the	the	DET
fcis-11146	238	17	performance	performance	NOUN
fcis-11146	238	18	of	of	ADP
fcis-11146	238	19	the	the	DET
fcis-11146	238	20	algorithm	algorithm	NOUN
fcis-11146	238	21	.	.	PUNCT
fcis-11146	239	1	in	in	ADP
fcis-11146	239	2	this	this	DET
fcis-11146	239	3	paper	paper	NOUN
fcis-11146	239	4	,	,	PUNCT
fcis-11146	239	5	the	the	DET
fcis-11146	239	6	test	test	NOUN
fcis-11146	239	7	error	error	NOUN
fcis-11146	239	8	is	be	AUX
fcis-11146	239	9	still	still	ADV
fcis-11146	239	10	measured	measure	VERB
fcis-11146	239	11	by	by	ADP
fcis-11146	239	12	setting	set	VERB
fcis-11146	239	13	the	the	DET
fcis-11146	239	14	greatest	great	ADJ
fcis-11146	239	15	number	number	NOUN
fcis-11146	239	16	of	of	ADP
fcis-11146	239	17	epoch	epoch	NOUN
fcis-11146	239	18	to	to	ADP
fcis-11146	239	19	50	50	NUM
fcis-11146	239	20	.	.	PUNCT
fcis-11146	240	1	the	the	DET
fcis-11146	240	2	values	value	NOUN
fcis-11146	240	3	of	of	ADP
fcis-11146	240	4	timestep	timestep	NOUN
fcis-11146	240	5	are	be	AUX
fcis-11146	240	6	from	from	ADP
fcis-11146	240	7	1	1	NUM
fcis-11146	240	8	to	to	ADP
fcis-11146	240	9	5	5	NUM
fcis-11146	240	10	at	at	ADP
fcis-11146	240	11	a	a	DET
fcis-11146	240	12	time	time	NOUN
fcis-11146	240	13	.	.	PUNCT
fcis-11146	241	1	this	this	DET
fcis-11146	241	2	paper	paper	NOUN
fcis-11146	241	3	wants	want	VERB
fcis-11146	241	4	to	to	PART
fcis-11146	241	5	select	select	VERB
fcis-11146	241	6	the	the	DET
fcis-11146	241	7	most	most	ADV
fcis-11146	241	8	suitable	suitable	ADJ
fcis-11146	241	9	model	model	NOUN
fcis-11146	241	10	by	by	ADP
fcis-11146	241	11	different	different	ADJ
fcis-11146	241	12	values	value	NOUN
fcis-11146	241	13	of	of	ADP
fcis-11146	241	14	epoch	epoch	NOUN
fcis-11146	241	15	and	and	CCONJ
fcis-11146	241	16	different	different	ADJ
fcis-11146	241	17	values	value	NOUN
fcis-11146	241	18	of	of	ADP
fcis-11146	241	19	timestep	timestep	NOUN
fcis-11146	241	20	.	.	PUNCT
fcis-11146	242	1	figure	figure	VERB
fcis-11146	242	2	7	7	NUM
fcis-11146	242	3	.	.	PUNCT
fcis-11146	242	4	test	test	NOUN
fcis-11146	242	5	error	error	NOUN
fcis-11146	242	6	at	at	ADP
fcis-11146	242	7	different	different	ADJ
fcis-11146	242	8	values	value	NOUN
fcis-11146	242	9	of	of	ADP
fcis-11146	242	10	timestep	timestep	NOUN
fcis-11146	242	11	and	and	CCONJ
fcis-11146	242	12	different	different	ADJ
fcis-11146	242	13	values	value	NOUN
fcis-11146	242	14	of	of	ADP
fcis-11146	242	15	epoch	epoch	NOUN
fcis-11146	242	16	the	the	DET
fcis-11146	242	17	figure	figure	NOUN
fcis-11146	242	18	7	7	NUM
fcis-11146	242	19	represents	represent	VERB
fcis-11146	242	20	the	the	DET
fcis-11146	242	21	test	test	NOUN
fcis-11146	242	22	error	error	NOUN
fcis-11146	242	23	values	value	NOUN
fcis-11146	242	24	corresponding	correspond	VERB
fcis-11146	242	25	to	to	ADP
fcis-11146	242	26	different	different	ADJ
fcis-11146	242	27	epochs	epoch	NOUN
fcis-11146	242	28	and	and	CCONJ
fcis-11146	242	29	different	different	ADJ
fcis-11146	242	30	timestep	timestep	NOUN
fcis-11146	242	31	.	.	PUNCT
fcis-11146	243	1	when	when	SCONJ
fcis-11146	243	2	timestep	timestep	NOUN
fcis-11146	243	3	is	be	AUX
fcis-11146	243	4	1	1	NUM
fcis-11146	243	5	,	,	PUNCT
fcis-11146	243	6	the	the	DET
fcis-11146	243	7	test	test	NOUN
fcis-11146	243	8	error	error	NOUN
fcis-11146	243	9	of	of	ADP
fcis-11146	243	10	the	the	DET
fcis-11146	243	11	model	model	NOUN
fcis-11146	243	12	is	be	AUX
fcis-11146	243	13	relatively	relatively	ADV
fcis-11146	243	14	large	large	ADJ
fcis-11146	243	15	compared	compare	VERB
fcis-11146	243	16	to	to	ADP
fcis-11146	243	17	the	the	DET
fcis-11146	243	18	other	other	ADJ
fcis-11146	243	19	timestep	timestep	NOUN
fcis-11146	243	20	values	value	NOUN
fcis-11146	243	21	.	.	PUNCT
fcis-11146	244	1	however	however	ADV
fcis-11146	244	2	,	,	PUNCT
fcis-11146	244	3	the	the	DET
fcis-11146	244	4	overall	overall	ADJ
fcis-11146	244	5	error	error	NOUN
fcis-11146	244	6	fluctuation	fluctuation	NOUN
fcis-11146	244	7	is	be	AUX
fcis-11146	244	8	not	not	PART
fcis-11146	244	9	too	too	ADV
fcis-11146	244	10	large	large	ADJ
fcis-11146	244	11	.	.	PUNCT
fcis-11146	245	1	when	when	SCONJ
fcis-11146	245	2	the	the	DET
fcis-11146	245	3	value	value	NOUN
fcis-11146	245	4	of	of	ADP
fcis-11146	245	5	timestep	timestep	NOUN
fcis-11146	245	6	is	be	AUX
fcis-11146	245	7	1	1	NUM
fcis-11146	245	8	,	,	PUNCT
fcis-11146	245	9	the	the	DET
fcis-11146	245	10	minimum	minimum	ADJ
fcis-11146	245	11	value	value	NOUN
fcis-11146	245	12	of	of	ADP
fcis-11146	245	13	test	test	NOUN
fcis-11146	245	14	error	error	NOUN
fcis-11146	245	15	is	be	AUX
fcis-11146	245	16	0.09081	0.09081	NUM
fcis-11146	245	17	when	when	SCONJ
fcis-11146	245	18	the	the	DET
fcis-11146	245	19	maximum	maximum	ADJ
fcis-11146	245	20	value	value	NOUN
fcis-11146	245	21	of	of	ADP
fcis-11146	245	22	epoch	epoch	NOUN
fcis-11146	245	23	is	be	AUX
fcis-11146	245	24	50	50	NUM
fcis-11146	245	25	.	.	PUNCT
fcis-11146	246	1	it	it	PRON
fcis-11146	246	2	can	can	AUX
fcis-11146	246	3	also	also	ADV
fcis-11146	246	4	be	be	AUX
fcis-11146	246	5	seen	see	VERB
fcis-11146	246	6	from	from	ADP
fcis-11146	246	7	the	the	DET
fcis-11146	246	8	figure	figure	NOUN
fcis-11146	246	9	that	that	SCONJ
fcis-11146	246	10	when	when	SCONJ
fcis-11146	246	11	timestep	timestep	NOUN
fcis-11146	246	12	is	be	AUX
fcis-11146	246	13	3	3	NUM
fcis-11146	246	14	,	,	PUNCT
fcis-11146	246	15	the	the	DET
fcis-11146	246	16	test	test	NOUN
fcis-11146	246	17	error	error	NOUN
fcis-11146	246	18	has	have	VERB
fcis-11146	246	19	the	the	DET
fcis-11146	246	20	smallest	small	ADJ
fcis-11146	246	21	value	value	NOUN
fcis-11146	246	22	compared	compare	VERB
fcis-11146	246	23	to	to	ADP
fcis-11146	246	24	the	the	DET
fcis-11146	246	25	other	other	ADJ
fcis-11146	246	26	timestep	timestep	NOUN
fcis-11146	246	27	.	.	PUNCT
fcis-11146	247	1	the	the	DET
fcis-11146	247	2	minimum	minimum	ADJ
fcis-11146	247	3	test	test	NOUN
fcis-11146	247	4	error	error	NOUN
fcis-11146	247	5	value	value	NOUN
fcis-11146	247	6	is	be	AUX
fcis-11146	247	7	0.001372	0.001372	NUM
fcis-11146	247	8	.	.	PUNCT
fcis-11146	248	1	when	when	SCONJ
fcis-11146	248	2	the	the	DET
fcis-11146	248	3	value	value	NOUN
fcis-11146	248	4	of	of	ADP
fcis-11146	248	5	timestep	timestep	NOUN
fcis-11146	248	6	is	be	AUX
fcis-11146	248	7	5	5	NUM
fcis-11146	248	8	,	,	PUNCT
fcis-11146	248	9	it	it	PRON
fcis-11146	248	10	can	can	AUX
fcis-11146	248	11	be	be	AUX
fcis-11146	248	12	seen	see	VERB
fcis-11146	248	13	that	that	SCONJ
fcis-11146	248	14	the	the	DET
fcis-11146	248	15	maximum	maximum	ADJ
fcis-11146	248	16	error	error	NOUN
fcis-11146	248	17	is	be	AUX
fcis-11146	248	18	the	the	DET
fcis-11146	248	19	largest	large	ADJ
fcis-11146	248	20	among	among	ADP
fcis-11146	248	21	the	the	DET
fcis-11146	248	22	other	other	ADJ
fcis-11146	248	23	timesteps	timestep	NOUN
fcis-11146	248	24	.	.	PUNCT
fcis-11146	249	1	moreover	moreover	ADV
fcis-11146	249	2	,	,	PUNCT
fcis-11146	249	3	the	the	DET
fcis-11146	249	4	value	value	NOUN
fcis-11146	249	5	of	of	ADP
fcis-11146	249	6	the	the	DET
fcis-11146	249	7	test	test	NOUN
fcis-11146	249	8	error	error	NOUN
fcis-11146	249	9	is	be	AUX
fcis-11146	249	10	increasing	increase	VERB
fcis-11146	249	11	sharply	sharply	ADV
fcis-11146	249	12	around	around	ADP
fcis-11146	249	13	epoch	epoch	NOUN
fcis-11146	249	14	of	of	ADP
fcis-11146	249	15	20	20	NUM
fcis-11146	249	16	,	,	PUNCT
fcis-11146	249	17	which	which	PRON
fcis-11146	249	18	indicates	indicate	VERB
fcis-11146	249	19	that	that	SCONJ
fcis-11146	249	20	the	the	DET
fcis-11146	249	21	model	model	NOUN
fcis-11146	249	22	is	be	AUX
fcis-11146	249	23	not	not	PART
fcis-11146	249	24	very	very	ADV
fcis-11146	249	25	adaptable	adaptable	ADJ
fcis-11146	249	26	as	as	ADV
fcis-11146	249	27	well	well	ADV
fcis-11146	249	28	as	as	ADP
fcis-11146	249	29	generalized	generalize	VERB
fcis-11146	249	30	to	to	ADP
fcis-11146	249	31	lithium	lithium	NOUN
fcis-11146	249	32	battery	battery	NOUN
fcis-11146	249	33	data	datum	NOUN
fcis-11146	249	34	.	.	PUNCT
fcis-11146	250	1	in	in	ADP
fcis-11146	250	2	contrast	contrast	NOUN
fcis-11146	250	3	,	,	PUNCT
fcis-11146	250	4	this	this	DET
fcis-11146	250	5	paper	paper	NOUN
fcis-11146	250	6	concludes	conclude	VERB
fcis-11146	250	7	that	that	SCONJ
fcis-11146	250	8	a	a	DET
fcis-11146	250	9	timestep	timestep	NOUN
fcis-11146	250	10	of	of	ADP
fcis-11146	250	11	3	3	NUM
fcis-11146	250	12	is	be	AUX
fcis-11146	250	13	the	the	DET
fcis-11146	250	14	most	most	ADV
fcis-11146	250	15	suitable	suitable	ADJ
fcis-11146	250	16	training	training	NOUN
fcis-11146	250	17	model	model	NOUN
fcis-11146	250	18	.	.	PUNCT
fcis-11146	251	1	the	the	DET
fcis-11146	251	2	model	model	NOUN
fcis-11146	251	3	with	with	ADP
fcis-11146	251	4	timestep	timestep	NOUN
fcis-11146	251	5	of	of	ADP
fcis-11146	251	6	3	3	NUM
fcis-11146	251	7	is	be	AUX
fcis-11146	251	8	used	use	VERB
fcis-11146	251	9	to	to	PART
fcis-11146	251	10	predict	predict	VERB
fcis-11146	251	11	the	the	DET
fcis-11146	251	12	data	datum	NOUN
fcis-11146	251	13	of	of	ADP
fcis-11146	251	14	the	the	DET
fcis-11146	251	15	test	test	NOUN
fcis-11146	251	16	set	set	NOUN
fcis-11146	251	17	,	,	PUNCT
fcis-11146	251	18	and	and	CCONJ
fcis-11146	251	19	the	the	DET
fcis-11146	251	20	prediction	prediction	NOUN
fcis-11146	251	21	results	result	NOUN
fcis-11146	251	22	are	be	AUX
fcis-11146	251	23	shown	show	VERB
fcis-11146	251	24	as	as	SCONJ
fcis-11146	251	25	follows	follow	VERB
fcis-11146	251	26	.	.	PUNCT
fcis-11146	252	1	figure	figure	VERB
fcis-11146	252	2	8	8	NUM
fcis-11146	252	3	.	.	PUNCT
fcis-11146	253	1	predictions	prediction	NOUN
fcis-11146	253	2	of	of	ADP
fcis-11146	253	3	the	the	DET
fcis-11146	253	4	model	model	NOUN
fcis-11146	253	5	when	when	SCONJ
fcis-11146	253	6	timestep	timestep	NOUN
fcis-11146	253	7	is	be	AUX
fcis-11146	253	8	equals	equal	VERB
fcis-11146	253	9	to	to	ADP
fcis-11146	253	10	3	3	NUM
fcis-11146	253	11	in	in	ADP
fcis-11146	253	12	the	the	DET
fcis-11146	253	13	prediction	prediction	NOUN
fcis-11146	253	14	of	of	ADP
fcis-11146	253	15	the	the	DET
fcis-11146	253	16	results	result	NOUN
fcis-11146	253	17	,	,	PUNCT
fcis-11146	253	18	it	it	PRON
fcis-11146	253	19	can	can	AUX
fcis-11146	253	20	be	be	AUX
fcis-11146	253	21	seen	see	VERB
fcis-11146	253	22	that	that	SCONJ
fcis-11146	253	23	the	the	DET
fcis-11146	253	24	predicted	predict	VERB
fcis-11146	253	25	trend	trend	NOUN
fcis-11146	253	26	of	of	ADP
fcis-11146	253	27	the	the	DET
fcis-11146	253	28	model	model	NOUN
fcis-11146	253	29	algorithm	algorithm	NOUN
fcis-11146	253	30	is	be	AUX
fcis-11146	253	31	the	the	DET
fcis-11146	253	32	same	same	ADJ
fcis-11146	253	33	as	as	ADP
fcis-11146	253	34	the	the	DET
fcis-11146	253	35	trend	trend	NOUN
fcis-11146	253	36	of	of	ADP
fcis-11146	253	37	the	the	DET
fcis-11146	253	38	true	true	ADJ
fcis-11146	253	39	value	value	NOUN
fcis-11146	253	40	,	,	PUNCT
fcis-11146	253	41	however	however	ADV
fcis-11146	253	42	,	,	PUNCT
fcis-11146	253	43	the	the	DET
fcis-11146	253	44	average	average	ADJ
fcis-11146	253	45	mean	mean	ADJ
fcis-11146	253	46	square	square	ADJ
fcis-11146	253	47	error	error	NOUN
fcis-11146	253	48	is	be	AUX
fcis-11146	253	49	used	use	VERB
fcis-11146	253	50	in	in	ADP
fcis-11146	253	51	the	the	DET
fcis-11146	253	52	error	error	NOUN
fcis-11146	253	53	calculation	calculation	NOUN
fcis-11146	253	54	process	process	NOUN
fcis-11146	253	55	.	.	PUNCT
fcis-11146	254	1	figure	figure	NOUN
fcis-11146	254	2	8	8	NUM
fcis-11146	254	3	represents	represent	VERB
fcis-11146	254	4	the	the	DET
fcis-11146	254	5	model	model	NOUN
fcis-11146	254	6	's	's	PART
fcis-11146	254	7	predictions	prediction	NOUN
fcis-11146	254	8	.	.	PUNCT
fcis-11146	255	1	this	this	PRON
fcis-11146	255	2	shows	show	VERB
fcis-11146	255	3	that	that	SCONJ
fcis-11146	255	4	this	this	DET
fcis-11146	255	5	algorithm	algorithm	NOUN
fcis-11146	255	6	has	have	VERB
fcis-11146	255	7	great	great	ADJ
fcis-11146	255	8	engineering	engineering	NOUN
fcis-11146	255	9	practice	practice	NOUN
fcis-11146	255	10	significance	significance	NOUN
fcis-11146	255	11	.	.	PUNCT
fcis-11146	256	1	it	it	PRON
fcis-11146	256	2	can	can	AUX
fcis-11146	256	3	meet	meet	VERB
fcis-11146	256	4	the	the	DET
fcis-11146	256	5	requirements	requirement	NOUN
fcis-11146	256	6	of	of	ADP
fcis-11146	256	7	engineering	engineering	NOUN
fcis-11146	256	8	practice	practice	NOUN
fcis-11146	256	9	.	.	PUNCT
fcis-11146	257	1	the	the	DET
fcis-11146	257	2	algorithm	algorithm	NOUN
fcis-11146	257	3	conceived	conceive	VERB
fcis-11146	257	4	in	in	ADP
fcis-11146	257	5	this	this	DET
fcis-11146	257	6	article	article	NOUN
fcis-11146	257	7	can	can	AUX
fcis-11146	257	8	be	be	AUX
fcis-11146	257	9	used	use	VERB
fcis-11146	257	10	in	in	ADP
fcis-11146	257	11	practical	practical	ADJ
fcis-11146	257	12	industrial	industrial	ADJ
fcis-11146	257	13	sessions	session	NOUN
fcis-11146	257	14	.	.	PUNCT
fcis-11146	258	1	it	it	PRON
fcis-11146	258	2	has	have	VERB
fcis-11146	258	3	the	the	DET
fcis-11146	258	4	practical	practical	ADJ
fcis-11146	258	5	value	value	NOUN
fcis-11146	258	6	of	of	ADP
fcis-11146	258	7	promotion	promotion	NOUN
fcis-11146	258	8	.	.	PUNCT
fcis-11146	259	1	over	over	ADP
fcis-11146	259	2	and	and	CCONJ
fcis-11146	259	3	above	above	ADP
fcis-11146	259	4	that	that	PRON
fcis-11146	259	5	,	,	PUNCT
fcis-11146	259	6	the	the	DET
fcis-11146	259	7	algorithm	algorithm	NOUN
fcis-11146	259	8	designed	design	VERB
fcis-11146	259	9	in	in	ADP
fcis-11146	259	10	this	this	DET
fcis-11146	259	11	paper	paper	NOUN
fcis-11146	259	12	is	be	AUX
fcis-11146	259	13	a	a	DET
fcis-11146	259	14	combination	combination	NOUN
fcis-11146	259	15	of	of	ADP
fcis-11146	259	16	traditional	traditional	ADJ
fcis-11146	259	17	rnn	rnn	NOUN
fcis-11146	259	18	and	and	CCONJ
fcis-11146	259	19	attention	attention	NOUN
fcis-11146	259	20	model	model	NOUN
fcis-11146	259	21	mechanism	mechanism	NOUN
fcis-11146	259	22	.	.	PUNCT
fcis-11146	260	1	the	the	DET
fcis-11146	260	2	innovation	innovation	NOUN
fcis-11146	260	3	by	by	ADP
fcis-11146	260	4	combining	combine	VERB
fcis-11146	260	5	the	the	DET
fcis-11146	260	6	algorithms	algorithm	NOUN
fcis-11146	260	7	.	.	PUNCT
fcis-11146	261	1	it	it	PRON
fcis-11146	261	2	shows	show	VERB
fcis-11146	261	3	that	that	SCONJ
fcis-11146	261	4	the	the	DET
fcis-11146	261	5	direction	direction	NOUN
fcis-11146	261	6	has	have	VERB
fcis-11146	261	7	great	great	ADJ
fcis-11146	261	8	research	research	NOUN
fcis-11146	261	9	value	value	NOUN
fcis-11146	261	10	.	.	PUNCT
fcis-11146	262	1	therefore	therefore	ADV
fcis-11146	262	2	,	,	PUNCT
fcis-11146	262	3	the	the	DET
fcis-11146	262	4	algorithm	algorithm	NOUN
fcis-11146	262	5	sketched	sketched	NOUN
fcis-11146	262	6	has	have	VERB
fcis-11146	262	7	a	a	DET
fcis-11146	262	8	relatively	relatively	ADV
fcis-11146	262	9	good	good	ADJ
fcis-11146	262	10	theoretical	theoretical	ADJ
fcis-11146	262	11	value	value	NOUN
fcis-11146	262	12	.	.	PUNCT
fcis-11146	263	1	this	this	PRON
fcis-11146	263	2	provides	provide	VERB
fcis-11146	263	3	a	a	DET
fcis-11146	263	4	more	more	ADV
fcis-11146	263	5	instructive	instructive	ADJ
fcis-11146	263	6	idea	idea	NOUN
fcis-11146	263	7	for	for	ADP
fcis-11146	263	8	soc	soc	NOUN
fcis-11146	263	9	prediction	prediction	NOUN
fcis-11146	263	10	and	and	CCONJ
fcis-11146	263	11	soh	soh	NOUN
fcis-11146	263	12	of	of	ADP
fcis-11146	263	13	lib	lib	PROPN
fcis-11146	263	14	and	and	CCONJ
fcis-11146	263	15	fault	fault	VERB
fcis-11146	263	16	state	state	NOUN
fcis-11146	263	17	prediction	prediction	NOUN
fcis-11146	263	18	.	.	PUNCT
fcis-11146	264	1	the	the	DET
fcis-11146	264	2	combination	combination	NOUN
fcis-11146	264	3	of	of	ADP
fcis-11146	264	4	lstm	lstm	NOUN
fcis-11146	264	5	and	and	CCONJ
fcis-11146	264	6	attention	attention	NOUN
fcis-11146	264	7	module	module	NOUN
fcis-11146	264	8	in	in	ADP
fcis-11146	264	9	this	this	DET
fcis-11146	264	10	paper	paper	NOUN
fcis-11146	264	11	further	far	ADV
fcis-11146	264	12	shows	show	VERB
fcis-11146	264	13	that	that	SCONJ
fcis-11146	264	14	the	the	DET
fcis-11146	264	15	combined	combined	ADJ
fcis-11146	264	16	use	use	NOUN
fcis-11146	264	17	of	of	ADP
fcis-11146	264	18	lstm	lstm	NOUN
fcis-11146	264	19	and	and	CCONJ
fcis-11146	264	20	attention	attention	NOUN
fcis-11146	264	21	module	module	NOUN
fcis-11146	264	22	is	be	AUX
fcis-11146	264	23	better	well	ADJ
fcis-11146	264	24	than	than	ADP
fcis-11146	264	25	using	use	VERB
fcis-11146	264	26	lstm	lstm	NOUN
fcis-11146	264	27	alone	alone	ADV
fcis-11146	264	28	.	.	PUNCT
fcis-11146	265	1	the	the	DET
fcis-11146	265	2	use	use	NOUN
fcis-11146	265	3	of	of	ADP
fcis-11146	265	4	lstm	lstm	ADJ
fcis-11146	265	5	algorithm	algorithm	NOUN
fcis-11146	265	6	can	can	AUX
fcis-11146	265	7	ensure	ensure	VERB
fcis-11146	265	8	that	that	SCONJ
fcis-11146	265	9	the	the	DET
fcis-11146	265	10	model	model	NOUN
fcis-11146	265	11	has	have	VERB
fcis-11146	265	12	certain	certain	ADJ
fcis-11146	265	13	temporal	temporal	ADJ
fcis-11146	265	14	information	information	NOUN
fcis-11146	265	15	extraction	extraction	NOUN
fcis-11146	265	16	and	and	CCONJ
fcis-11146	265	17	temporal	temporal	ADJ
fcis-11146	265	18	feature	feature	NOUN
fcis-11146	265	19	extraction	extraction	NOUN
fcis-11146	265	20	.	.	PUNCT
fcis-11146	266	1	using	use	VERB
fcis-11146	266	2	the	the	DET
fcis-11146	266	3	attention	attention	NOUN
fcis-11146	266	4	module	module	NOUN
fcis-11146	266	5	can	can	AUX
fcis-11146	266	6	better	well	ADV
fcis-11146	266	7	solve	solve	VERB
fcis-11146	266	8	the	the	DET
fcis-11146	266	9	long	long	ADJ
fcis-11146	266	10	-	-	PUNCT
fcis-11146	266	11	term	term	NOUN
fcis-11146	266	12	dependency	dependency	NOUN
fcis-11146	266	13	problem	problem	NOUN
fcis-11146	266	14	.	.	PUNCT
fcis-11146	267	1	table	table	NOUN
fcis-11146	267	2	2	2	NUM
fcis-11146	267	3	.	.	PUNCT
fcis-11146	267	4	accomplishment	accomplishment	NOUN
fcis-11146	267	5	comparison	comparison	NOUN
fcis-11146	267	6	of	of	ADP
fcis-11146	267	7	different	different	ADJ
fcis-11146	267	8	algorithms	algorithm	NOUN
fcis-11146	267	9	.	.	PUNCT
fcis-11146	268	1	i	i	PRON
fcis-11146	268	2	d	d	PROPN
fcis-11146	268	3	algorithm	algorithm	NOUN
fcis-11146	268	4	trainerror	trainerror	NOUN
fcis-11146	268	5	(	(	PUNCT
fcis-11146	268	6	%	%	INTJ
fcis-11146	268	7	)	)	PUNCT
fcis-11146	268	8	testerror	testerror	NOUN
fcis-11146	268	9	(	(	PUNCT
fcis-11146	268	10	%	%	NOUN
fcis-11146	268	11	)	)	PUNCT
fcis-11146	268	12	1	1	NUM
fcis-11146	268	13	lstm	lstm	NOUN
fcis-11146	268	14	2.4	2.4	NUM
fcis-11146	268	15	%	%	NOUN
fcis-11146	268	16	5.2	5.2	NUM
fcis-11146	268	17	%	%	NOUN
fcis-11146	268	18	2	2	NUM
fcis-11146	268	19	attention	attention	NOUN
fcis-11146	268	20	4.6	4.6	NUM
fcis-11146	268	21	%	%	NOUN
fcis-11146	268	22	5.8	5.8	NUM
fcis-11146	268	23	%	%	NOUN
fcis-11146	268	24	3	3	NUM
fcis-11146	268	25	lstm	lstm	NOUN
fcis-11146	268	26	-	-	PUNCT
fcis-11146	268	27	attentionr	attentionr	ADJ
fcis-11146	268	28	0.011	0.011	NUM
fcis-11146	268	29	%	%	NOUN
fcis-11146	268	30	0.98	0.98	NUM
fcis-11146	268	31	%	%	NOUN
fcis-11146	268	32	the	the	DET
fcis-11146	268	33	lstm	lstm	ADJ
fcis-11146	268	34	-	-	PUNCT
fcis-11146	268	35	attention	attention	NOUN
fcis-11146	268	36	-	-	PUNCT
fcis-11146	268	37	r	r	NOUN
fcis-11146	268	38	algorithm	algorithm	NOUN
fcis-11146	268	39	has	have	VERB
fcis-11146	268	40	the	the	DET
fcis-11146	268	41	best	good	ADJ
fcis-11146	268	42	performance	performance	NOUN
fcis-11146	268	43	.	.	PUNCT
fcis-11146	269	1	table	table	NOUN
fcis-11146	269	2	2	2	NUM
fcis-11146	269	3	represents	represent	VERB
fcis-11146	269	4	the	the	DET
fcis-11146	269	5	performance	performance	NOUN
fcis-11146	269	6	comparison	comparison	NOUN
fcis-11146	269	7	under	under	ADP
fcis-11146	269	8	different	different	ADJ
fcis-11146	269	9	algorithms	algorithm	NOUN
fcis-11146	269	10	.	.	PUNCT
fcis-11146	270	1	this	this	PRON
fcis-11146	270	2	is	be	AUX
fcis-11146	270	3	because	because	SCONJ
fcis-11146	270	4	the	the	DET
fcis-11146	270	5	lstm	lstm	ADJ
fcis-11146	270	6	algorithm	algorithm	NOUN
fcis-11146	270	7	can	can	AUX
fcis-11146	270	8	provide	provide	VERB
fcis-11146	270	9	temporal	temporal	ADJ
fcis-11146	270	10	information	information	NOUN
fcis-11146	270	11	and	and	CCONJ
fcis-11146	270	12	features	feature	VERB
fcis-11146	270	13	very	very	ADV
fcis-11146	270	14	well	well	ADV
fcis-11146	270	15	.	.	PUNCT
fcis-11146	271	1	the	the	DET
fcis-11146	271	2	hidden	hidden	ADJ
fcis-11146	271	3	variables	variable	NOUN
fcis-11146	271	4	of	of	ADP
fcis-11146	271	5	the	the	DET
fcis-11146	271	6	previous	previous	ADJ
fcis-11146	271	7	states	state	NOUN
fcis-11146	271	8	are	be	AUX
fcis-11146	271	9	guaranteed	guarantee	VERB
fcis-11146	271	10	.	.	PUNCT
fcis-11146	272	1	however	however	ADV
fcis-11146	272	2	,	,	PUNCT
fcis-11146	272	3	lstm	lstm	NOUN
fcis-11146	272	4	can	can	AUX
fcis-11146	272	5	not	not	PART
fcis-11146	272	6	decipher	decipher	VERB
fcis-11146	272	7	the	the	DET
fcis-11146	272	8	problem	problem	NOUN
fcis-11146	272	9	of	of	ADP
fcis-11146	272	10	long	long	ADJ
fcis-11146	272	11	-	-	PUNCT
fcis-11146	272	12	term	term	NOUN
fcis-11146	272	13	dependency	dependency	NOUN
fcis-11146	272	14	,	,	PUNCT
fcis-11146	272	15	attention	attention	NOUN
fcis-11146	272	16	module	module	NOUN
fcis-11146	272	17	can	can	AUX
fcis-11146	272	18	puzzle	puzzle	VERB
fcis-11146	272	19	out	out	ADP
fcis-11146	272	20	the	the	DET
fcis-11146	272	21	complication	complication	NOUN
fcis-11146	272	22	of	of	ADP
fcis-11146	272	23	long	long	ADJ
fcis-11146	272	24	-	-	PUNCT
fcis-11146	272	25	term	term	NOUN
fcis-11146	272	26	dependency	dependency	NOUN
fcis-11146	272	27	,	,	PUNCT
fcis-11146	272	28	attention	attention	NOUN
fcis-11146	272	29	module	module	NOUN
fcis-11146	272	30	can	can	AUX
fcis-11146	272	31	pay	pay	VERB
fcis-11146	272	32	attention	attention	NOUN
fcis-11146	272	33	to	to	ADP
fcis-11146	272	34	both	both	PRON
fcis-11146	272	35	local	local	ADJ
fcis-11146	272	36	information	information	NOUN
fcis-11146	272	37	and	and	CCONJ
fcis-11146	272	38	global	global	ADJ
fcis-11146	272	39	information	information	NOUN
fcis-11146	272	40	.	.	PUNCT
fcis-11146	273	1	this	this	PRON
fcis-11146	273	2	can	can	AUX
fcis-11146	273	3	better	well	ADV
fcis-11146	273	4	ensure	ensure	VERB
fcis-11146	273	5	the	the	DET
fcis-11146	273	6	flexibility	flexibility	NOUN
fcis-11146	273	7	of	of	ADP
fcis-11146	273	8	information	information	NOUN
fcis-11146	273	9	feature	feature	NOUN
fcis-11146	273	10	acquisition	acquisition	NOUN
fcis-11146	273	11	.	.	PUNCT
fcis-11146	274	1	it	it	PRON
fcis-11146	274	2	naturally	naturally	ADV
fcis-11146	274	3	elucidates	elucidate	VERB
fcis-11146	274	4	the	the	DET
fcis-11146	274	5	conundrum	conundrum	NOUN
fcis-11146	274	6	of	of	ADP
fcis-11146	274	7	longterm	longterm	ADJ
fcis-11146	274	8	dependency	dependency	NOUN
fcis-11146	274	9	of	of	ADP
fcis-11146	274	10	lstm	lstm	NOUN
fcis-11146	274	11	.	.	PUNCT
fcis-11146	275	1	however	however	ADV
fcis-11146	275	2	,	,	PUNCT
fcis-11146	275	3	the	the	DET
fcis-11146	275	4	attention	attention	NOUN
fcis-11146	275	5	algorithm	algorithm	NOUN
fcis-11146	275	6	itself	itself	PRON
fcis-11146	275	7	does	do	AUX
fcis-11146	275	8	not	not	PART
fcis-11146	275	9	encode	encode	VERB
fcis-11146	275	10	and	and	CCONJ
fcis-11146	275	11	acquire	acquire	VERB
fcis-11146	275	12	temporal	temporal	ADJ
fcis-11146	275	13	information	information	NOUN
fcis-11146	275	14	.	.	PUNCT
fcis-11146	276	1	the	the	DET
fcis-11146	276	2	natural	natural	ADJ
fcis-11146	276	3	language	language	NOUN
fcis-11146	276	4	processing	processing	NOUN
fcis-11146	276	5	domain	domain	NOUN
fcis-11146	276	6	ensures	ensure	VERB
fcis-11146	276	7	the	the	DET
fcis-11146	276	8	inclusion	inclusion	NOUN
fcis-11146	276	9	of	of	ADP
fcis-11146	276	10	temporal	temporal	ADJ
fcis-11146	276	11	information	information	NOUN
fcis-11146	276	12	features	feature	VERB
fcis-11146	276	13	only	only	ADV
fcis-11146	276	14	by	by	ADP
fcis-11146	276	15	further	far	ADV
fcis-11146	276	16	embedding	embed	VERB
fcis-11146	276	17	the	the	DET
fcis-11146	276	18	location	location	NOUN
fcis-11146	276	19	coding	coding	NOUN
fcis-11146	276	20	.	.	PUNCT
fcis-11146	277	1	therefore	therefore	ADV
fcis-11146	277	2	,	,	PUNCT
fcis-11146	277	3	it	it	PRON
fcis-11146	277	4	is	be	AUX
fcis-11146	277	5	theoretically	theoretically	ADV
fcis-11146	277	6	0	0	NUM
fcis-11146	277	7	1000	1000	NUM
fcis-11146	277	8	2000	2000	NUM
fcis-11146	277	9	3000	3000	NUM
fcis-11146	277	10	4000	4000	NUM
fcis-11146	277	11	5000	5000	NUM
fcis-11146	277	12	0.0	0.0	NUM
fcis-11146	277	13	0.2	0.2	NUM
fcis-11146	277	14	0.4	0.4	NUM
fcis-11146	277	15	0.6	0.6	NUM
fcis-11146	277	16	0.8	0.8	NUM
fcis-11146	277	17	1.0	1.0	NUM
fcis-11146	277	18	predict	predict	NOUN
fcis-11146	277	19	origin	origin	NOUN
fcis-11146	277	20	p	p	NOUN
fcis-11146	277	21	r	r	NOUN
fcis-11146	278	1	e	e	NOUN
fcis-11146	279	1	d	d	NOUN
fcis-11146	280	1	i	i	PRON
fcis-11146	280	2	c	c	PROPN
fcis-11146	280	3	t	t	PROPN
fcis-11146	280	4	datapoint	datapoint	PROPN
fcis-11146	280	5	76	76	NUM
fcis-11146	280	6	concluded	conclude	VERB
fcis-11146	280	7	that	that	SCONJ
fcis-11146	280	8	the	the	DET
fcis-11146	280	9	lstm	lstm	ADJ
fcis-11146	280	10	-	-	PUNCT
fcis-11146	280	11	attention	attention	NOUN
fcis-11146	280	12	-	-	PUNCT
fcis-11146	280	13	r	r	NOUN
fcis-11146	280	14	algorithm	algorithm	NOUN
fcis-11146	280	15	is	be	AUX
fcis-11146	280	16	superior	superior	ADJ
fcis-11146	280	17	to	to	ADP
fcis-11146	280	18	either	either	PRON
fcis-11146	280	19	of	of	ADP
fcis-11146	280	20	these	these	DET
fcis-11146	280	21	two	two	NUM
fcis-11146	280	22	algorithms	algorithm	NOUN
fcis-11146	280	23	.	.	PUNCT
fcis-11146	281	1	this	this	PRON
fcis-11146	281	2	provides	provide	VERB
fcis-11146	281	3	a	a	DET
fcis-11146	281	4	new	new	ADJ
fcis-11146	281	5	research	research	NOUN
fcis-11146	281	6	direction	direction	NOUN
fcis-11146	281	7	to	to	PART
fcis-11146	281	8	straighten	straighten	VERB
fcis-11146	281	9	out	out	ADP
fcis-11146	281	10	the	the	DET
fcis-11146	281	11	soc	soc	NOUN
fcis-11146	281	12	prediction	prediction	NOUN
fcis-11146	281	13	of	of	ADP
fcis-11146	281	14	lithium	lithium	NOUN
fcis-11146	281	15	batteries	battery	NOUN
fcis-11146	281	16	.	.	PUNCT
fcis-11146	282	1	from	from	ADP
fcis-11146	282	2	the	the	DET
fcis-11146	282	3	experimental	experimental	ADJ
fcis-11146	282	4	consequences	consequence	NOUN
fcis-11146	282	5	achieved	achieve	VERB
fcis-11146	282	6	,	,	PUNCT
fcis-11146	282	7	it	it	PRON
fcis-11146	282	8	can	can	AUX
fcis-11146	282	9	be	be	AUX
fcis-11146	282	10	seen	see	VERB
fcis-11146	282	11	that	that	SCONJ
fcis-11146	282	12	the	the	DET
fcis-11146	282	13	results	result	NOUN
fcis-11146	282	14	are	be	AUX
fcis-11146	282	15	indeed	indeed	ADV
fcis-11146	282	16	as	as	ADV
fcis-11146	282	17	hypothesized	hypothesize	VERB
fcis-11146	282	18	,	,	PUNCT
fcis-11146	282	19	and	and	CCONJ
fcis-11146	282	20	the	the	DET
fcis-11146	282	21	advantages	advantage	NOUN
fcis-11146	282	22	of	of	ADP
fcis-11146	282	23	both	both	PRON
fcis-11146	282	24	can	can	AUX
fcis-11146	282	25	be	be	AUX
fcis-11146	282	26	better	well	ADV
fcis-11146	282	27	combined	combine	VERB
fcis-11146	282	28	and	and	CCONJ
fcis-11146	282	29	optimized	optimize	VERB
fcis-11146	282	30	.	.	PUNCT
fcis-11146	283	1	the	the	DET
fcis-11146	283	2	proposed	propose	VERB
fcis-11146	283	3	algorithm	algorithm	NOUN
fcis-11146	283	4	in	in	ADP
fcis-11146	283	5	this	this	DET
fcis-11146	283	6	paper	paper	NOUN
fcis-11146	283	7	has	have	VERB
fcis-11146	283	8	great	great	ADJ
fcis-11146	283	9	practical	practical	ADJ
fcis-11146	283	10	engineering	engineering	NOUN
fcis-11146	283	11	significance	significance	NOUN
fcis-11146	283	12	.	.	PUNCT
fcis-11146	284	1	6	6	X
fcis-11146	284	2	.	.	X
fcis-11146	284	3	conclusion	conclusion	NOUN
fcis-11146	284	4	this	this	DET
fcis-11146	284	5	paper	paper	NOUN
fcis-11146	284	6	knuckles	knuckle	NOUN
fcis-11146	284	7	down	down	ADP
fcis-11146	284	8	to	to	ADP
fcis-11146	284	9	the	the	DET
fcis-11146	284	10	appreciation	appreciation	NOUN
fcis-11146	284	11	and	and	CCONJ
fcis-11146	284	12	prediction	prediction	NOUN
fcis-11146	284	13	of	of	ADP
fcis-11146	284	14	the	the	DET
fcis-11146	284	15	soc	soc	NOUN
fcis-11146	284	16	of	of	ADP
fcis-11146	284	17	a	a	DET
fcis-11146	284	18	libs	lib	NOUN
fcis-11146	284	19	.	.	PUNCT
fcis-11146	285	1	the	the	DET
fcis-11146	285	2	soc	soc	NOUN
fcis-11146	285	3	itself	itself	PRON
fcis-11146	285	4	is	be	AUX
fcis-11146	285	5	incapable	incapable	ADJ
fcis-11146	285	6	of	of	SCONJ
fcis-11146	285	7	been	be	AUX
fcis-11146	285	8	measured	measure	VERB
fcis-11146	285	9	directly	directly	ADV
fcis-11146	285	10	.	.	PUNCT
fcis-11146	286	1	in	in	ADP
fcis-11146	286	2	this	this	DET
fcis-11146	286	3	paper	paper	NOUN
fcis-11146	286	4	,	,	PUNCT
fcis-11146	286	5	an	an	DET
fcis-11146	286	6	algorithm	algorithm	NOUN
fcis-11146	286	7	model	model	NOUN
fcis-11146	286	8	combining	combine	VERB
fcis-11146	286	9	lstm	lstm	NOUN
fcis-11146	286	10	and	and	CCONJ
fcis-11146	286	11	attention	attention	NOUN
fcis-11146	286	12	is	be	AUX
fcis-11146	286	13	proposed	propose	VERB
fcis-11146	286	14	.	.	PUNCT
fcis-11146	287	1	the	the	DET
fcis-11146	287	2	algorithmic	algorithmic	ADJ
fcis-11146	287	3	model	model	NOUN
fcis-11146	287	4	proposed	propose	VERB
fcis-11146	287	5	is	be	AUX
fcis-11146	287	6	able	able	ADJ
fcis-11146	287	7	to	to	PART
fcis-11146	287	8	predict	predict	VERB
fcis-11146	287	9	the	the	DET
fcis-11146	287	10	value	value	NOUN
fcis-11146	287	11	of	of	ADP
fcis-11146	287	12	soc	soc	NOUN
fcis-11146	287	13	relatively	relatively	ADV
fcis-11146	287	14	well	well	ADV
fcis-11146	287	15	.	.	PUNCT
fcis-11146	288	1	this	this	PRON
fcis-11146	288	2	shows	show	VERB
fcis-11146	288	3	that	that	SCONJ
fcis-11146	288	4	the	the	DET
fcis-11146	288	5	lstm	lstm	ADJ
fcis-11146	288	6	-	-	PUNCT
fcis-11146	288	7	attention	attention	NOUN
fcis-11146	288	8	-	-	PUNCT
fcis-11146	288	9	r	r	NOUN
fcis-11146	288	10	algorithm	algorithm	NOUN
fcis-11146	288	11	model	model	NOUN
fcis-11146	288	12	can	can	AUX
fcis-11146	288	13	avoid	avoid	VERB
fcis-11146	288	14	the	the	DET
fcis-11146	288	15	long	long	ADJ
fcis-11146	288	16	-	-	PUNCT
fcis-11146	288	17	term	term	NOUN
fcis-11146	288	18	dependency	dependency	NOUN
fcis-11146	288	19	problem	problem	NOUN
fcis-11146	288	20	well	well	ADV
fcis-11146	288	21	,	,	PUNCT
fcis-11146	288	22	and	and	CCONJ
fcis-11146	288	23	also	also	ADV
fcis-11146	288	24	ensure	ensure	VERB
fcis-11146	288	25	the	the	DET
fcis-11146	288	26	embedding	embedding	NOUN
fcis-11146	288	27	and	and	CCONJ
fcis-11146	288	28	extraction	extraction	NOUN
fcis-11146	288	29	of	of	ADP
fcis-11146	288	30	temporal	temporal	ADJ
fcis-11146	288	31	information	information	NOUN
fcis-11146	288	32	features	feature	NOUN
fcis-11146	288	33	.	.	PUNCT
fcis-11146	289	1	for	for	ADP
fcis-11146	289	2	the	the	DET
fcis-11146	289	3	lstm	lstm	ADJ
fcis-11146	289	4	-	-	PUNCT
fcis-11146	289	5	attention	attention	NOUN
fcis-11146	289	6	-	-	PUNCT
fcis-11146	289	7	r	r	NOUN
fcis-11146	289	8	algorithm	algorithm	NOUN
fcis-11146	289	9	,	,	PUNCT
fcis-11146	289	10	this	this	DET
fcis-11146	289	11	paper	paper	NOUN
fcis-11146	289	12	also	also	ADV
fcis-11146	289	13	designs	design	VERB
fcis-11146	289	14	the	the	DET
fcis-11146	289	15	effect	effect	NOUN
fcis-11146	289	16	of	of	ADP
fcis-11146	289	17	different	different	ADJ
fcis-11146	289	18	timestep	timestep	NOUN
fcis-11146	289	19	on	on	ADP
fcis-11146	289	20	this	this	DET
fcis-11146	289	21	algorithm	algorithm	NOUN
fcis-11146	289	22	.	.	PUNCT
fcis-11146	290	1	the	the	DET
fcis-11146	290	2	better	well	ADJ
fcis-11146	290	3	value	value	NOUN
fcis-11146	290	4	of	of	ADP
fcis-11146	290	5	timestep	timestep	NOUN
fcis-11146	290	6	is	be	AUX
fcis-11146	290	7	obtained	obtain	VERB
fcis-11146	290	8	.	.	PUNCT
fcis-11146	291	1	also	also	ADV
fcis-11146	291	2	,	,	PUNCT
fcis-11146	291	3	the	the	DET
fcis-11146	291	4	predicted	predict	VERB
fcis-11146	291	5	and	and	CCONJ
fcis-11146	291	6	estimated	estimated	ADJ
fcis-11146	291	7	values	value	NOUN
fcis-11146	291	8	of	of	ADP
fcis-11146	291	9	lstm	lstm	ADJ
fcis-11146	291	10	algorithm	algorithm	NOUN
fcis-11146	291	11	are	be	AUX
fcis-11146	291	12	compared	compare	VERB
fcis-11146	291	13	in	in	ADP
fcis-11146	291	14	this	this	DET
fcis-11146	291	15	paper	paper	NOUN
fcis-11146	291	16	.	.	PUNCT
fcis-11146	292	1	in	in	ADP
fcis-11146	292	2	addition	addition	NOUN
fcis-11146	292	3	,	,	PUNCT
fcis-11146	292	4	the	the	DET
fcis-11146	292	5	estimation	estimation	NOUN
fcis-11146	292	6	and	and	CCONJ
fcis-11146	292	7	prediction	prediction	NOUN
fcis-11146	292	8	of	of	ADP
fcis-11146	292	9	the	the	DET
fcis-11146	292	10	soc	soc	NOUN
fcis-11146	292	11	of	of	ADP
fcis-11146	292	12	the	the	DET
fcis-11146	292	13	power	power	NOUN
fcis-11146	292	14	lithium	lithium	NOUN
fcis-11146	292	15	battery	battery	NOUN
fcis-11146	292	16	using	use	VERB
fcis-11146	292	17	the	the	DET
fcis-11146	292	18	simple	simple	ADJ
fcis-11146	292	19	attention	attention	NOUN
fcis-11146	292	20	algorithm	algorithm	NOUN
fcis-11146	292	21	.	.	PUNCT
fcis-11146	293	1	the	the	DET
fcis-11146	293	2	final	final	ADJ
fcis-11146	293	3	results	result	NOUN
fcis-11146	293	4	are	be	AUX
fcis-11146	293	5	derived	derive	VERB
fcis-11146	293	6	.	.	PUNCT
fcis-11146	294	1	the	the	DET
fcis-11146	294	2	lstm	lstm	ADJ
fcis-11146	294	3	-	-	PUNCT
fcis-11146	294	4	attention	attention	NOUN
fcis-11146	294	5	-	-	PUNCT
fcis-11146	294	6	r	r	NOUN
fcis-11146	294	7	algorithm	algorithm	NOUN
fcis-11146	294	8	has	have	VERB
fcis-11146	294	9	better	well	ADJ
fcis-11146	294	10	performance	performance	NOUN
fcis-11146	294	11	than	than	ADP
fcis-11146	294	12	lstm	lstm	NOUN
fcis-11146	294	13	or	or	CCONJ
fcis-11146	294	14	attention	attention	NOUN
fcis-11146	294	15	algorithm	algorithm	NOUN
fcis-11146	294	16	alone	alone	ADV
fcis-11146	294	17	.	.	PUNCT
fcis-11146	295	1	with	with	ADP
fcis-11146	295	2	the	the	DET
fcis-11146	295	3	lstm	lstm	ADJ
fcis-11146	295	4	-	-	PUNCT
fcis-11146	295	5	attention	attention	NOUN
fcis-11146	295	6	-	-	PUNCT
fcis-11146	295	7	r	r	NOUN
fcis-11146	295	8	algorithm	algorithm	NOUN
fcis-11146	295	9	designed	design	VERB
fcis-11146	295	10	,	,	PUNCT
fcis-11146	295	11	the	the	DET
fcis-11146	295	12	soc	soc	NOUN
fcis-11146	295	13	estimation	estimation	NOUN
fcis-11146	295	14	and	and	CCONJ
fcis-11146	295	15	prediction	prediction	NOUN
fcis-11146	295	16	problem	problem	NOUN
fcis-11146	295	17	can	can	AUX
fcis-11146	295	18	be	be	AUX
fcis-11146	295	19	well	well	ADV
fcis-11146	295	20	solved	solve	VERB
fcis-11146	295	21	.	.	PUNCT
fcis-11146	296	1	it	it	PRON
fcis-11146	296	2	can	can	AUX
fcis-11146	296	3	be	be	AUX
fcis-11146	296	4	seen	see	VERB
fcis-11146	296	5	from	from	ADP
fcis-11146	296	6	the	the	DET
fcis-11146	296	7	test	test	NOUN
fcis-11146	296	8	error	error	NOUN
fcis-11146	296	9	.	.	PUNCT
fcis-11146	297	1	it	it	PRON
fcis-11146	297	2	has	have	VERB
fcis-11146	297	3	better	well	ADJ
fcis-11146	297	4	engineering	engineering	NOUN
fcis-11146	297	5	practice	practice	NOUN
fcis-11146	297	6	significance	significance	NOUN
fcis-11146	297	7	.	.	PUNCT
fcis-11146	298	1	by	by	ADP
fcis-11146	298	2	applying	apply	VERB
fcis-11146	298	3	the	the	DET
fcis-11146	298	4	algorithm	algorithm	NOUN
fcis-11146	298	5	in	in	ADP
fcis-11146	298	6	this	this	DET
fcis-11146	298	7	paper	paper	NOUN
fcis-11146	298	8	to	to	ADP
fcis-11146	298	9	engineering	engineering	NOUN
fcis-11146	298	10	practice	practice	NOUN
fcis-11146	298	11	,	,	PUNCT
fcis-11146	298	12	the	the	DET
fcis-11146	298	13	problem	problem	NOUN
fcis-11146	298	14	of	of	ADP
fcis-11146	298	15	inaccurate	inaccurate	ADJ
fcis-11146	298	16	soc	soc	NOUN
fcis-11146	298	17	estimation	estimation	NOUN
fcis-11146	298	18	can	can	AUX
fcis-11146	298	19	be	be	AUX
fcis-11146	298	20	better	well	ADV
fcis-11146	298	21	solved	solve	VERB
fcis-11146	298	22	.	.	PUNCT
fcis-11146	299	1	the	the	DET
fcis-11146	299	2	value	value	NOUN
fcis-11146	299	3	of	of	ADP
fcis-11146	299	4	soc	soc	NOUN
fcis-11146	299	5	characterizes	characterize	VERB
fcis-11146	299	6	the	the	DET
fcis-11146	299	7	driving	drive	VERB
fcis-11146	299	8	range	range	NOUN
fcis-11146	299	9	of	of	ADP
fcis-11146	299	10	this	this	DET
fcis-11146	299	11	pure	pure	ADJ
fcis-11146	299	12	electric	electric	ADJ
fcis-11146	299	13	vehicle	vehicle	NOUN
fcis-11146	299	14	.	.	PUNCT
fcis-11146	300	1	simultaneously	simultaneously	ADV
fcis-11146	300	2	,	,	PUNCT
fcis-11146	300	3	the	the	DET
fcis-11146	300	4	value	value	NOUN
fcis-11146	300	5	of	of	ADP
fcis-11146	300	6	soc	soc	NOUN
fcis-11146	300	7	is	be	AUX
fcis-11146	300	8	also	also	ADV
fcis-11146	300	9	the	the	DET
fcis-11146	300	10	basis	basis	NOUN
fcis-11146	300	11	of	of	ADP
fcis-11146	300	12	soh	soh	NOUN
fcis-11146	300	13	and	and	CCONJ
fcis-11146	300	14	fault	fault	VERB
fcis-11146	300	15	state	state	NOUN
fcis-11146	300	16	judgment	judgment	NOUN
fcis-11146	300	17	.	.	PUNCT
fcis-11146	301	1	therefore	therefore	ADV
fcis-11146	301	2	.	.	PUNCT
fcis-11146	302	1	the	the	DET
fcis-11146	302	2	algorithm	algorithm	NOUN
fcis-11146	302	3	designed	design	VERB
fcis-11146	302	4	in	in	ADP
fcis-11146	302	5	this	this	DET
fcis-11146	302	6	paper	paper	NOUN
fcis-11146	302	7	can	can	AUX
fcis-11146	302	8	better	well	ADV
fcis-11146	302	9	predict	predict	VERB
fcis-11146	302	10	the	the	DET
fcis-11146	302	11	driving	drive	VERB
fcis-11146	302	12	range	range	NOUN
fcis-11146	302	13	of	of	ADP
fcis-11146	302	14	pure	pure	ADJ
fcis-11146	302	15	electric	electric	ADJ
fcis-11146	302	16	vehicles	vehicle	NOUN
fcis-11146	302	17	.	.	PUNCT
fcis-11146	303	1	also	also	ADV
fcis-11146	303	2	,	,	PUNCT
fcis-11146	303	3	the	the	DET
fcis-11146	303	4	safety	safety	NOUN
fcis-11146	303	5	of	of	ADP
fcis-11146	303	6	the	the	DET
fcis-11146	303	7	lithium	lithium	NOUN
fcis-11146	303	8	battery	battery	NOUN
fcis-11146	303	9	pack	pack	NOUN
fcis-11146	303	10	can	can	AUX
fcis-11146	303	11	be	be	AUX
fcis-11146	303	12	better	well	ADV
fcis-11146	303	13	ensured	ensure	VERB
fcis-11146	303	14	.	.	PUNCT
fcis-11146	304	1	this	this	PRON
fcis-11146	304	2	also	also	ADV
fcis-11146	304	3	ensures	ensure	VERB
fcis-11146	304	4	the	the	DET
fcis-11146	304	5	safety	safety	NOUN
fcis-11146	304	6	of	of	ADP
fcis-11146	304	7	the	the	DET
fcis-11146	304	8	pure	pure	ADJ
fcis-11146	304	9	electric	electric	ADJ
fcis-11146	304	10	vehicle	vehicle	NOUN
fcis-11146	304	11	.	.	PUNCT
fcis-11146	305	1	most	most	ADV
fcis-11146	305	2	significantly	significantly	ADV
fcis-11146	305	3	,	,	PUNCT
fcis-11146	305	4	the	the	DET
fcis-11146	305	5	algorithm	algorithm	NOUN
fcis-11146	305	6	is	be	AUX
fcis-11146	305	7	a	a	DET
fcis-11146	305	8	combination	combination	NOUN
fcis-11146	305	9	of	of	ADP
fcis-11146	305	10	two	two	NUM
fcis-11146	305	11	different	different	ADJ
fcis-11146	305	12	algorithmic	algorithmic	ADJ
fcis-11146	305	13	models	model	NOUN
fcis-11146	305	14	,	,	PUNCT
fcis-11146	305	15	which	which	PRON
fcis-11146	305	16	means	mean	VERB
fcis-11146	305	17	that	that	SCONJ
fcis-11146	305	18	the	the	DET
fcis-11146	305	19	attention	attention	NOUN
fcis-11146	305	20	algorithm	algorithm	NOUN
fcis-11146	305	21	can	can	AUX
fcis-11146	305	22	be	be	AUX
fcis-11146	305	23	better	well	ADV
fcis-11146	305	24	applied	apply	VERB
fcis-11146	305	25	to	to	ADP
fcis-11146	305	26	the	the	DET
fcis-11146	305	27	field	field	NOUN
fcis-11146	305	28	of	of	ADP
fcis-11146	305	29	li	li	PROPN
fcis-11146	305	30	-	-	NOUN
fcis-11146	305	31	ion	ion	NOUN
fcis-11146	305	32	battery	battery	NOUN
fcis-11146	305	33	parameter	parameter	NOUN
fcis-11146	305	34	prediction	prediction	NOUN
fcis-11146	305	35	by	by	ADP
fcis-11146	305	36	combining	combine	VERB
fcis-11146	305	37	with	with	ADP
fcis-11146	305	38	rnn	rnn	NOUN
fcis-11146	305	39	algorithm	algorithm	NOUN
fcis-11146	305	40	.	.	PUNCT
fcis-11146	306	1	this	this	PRON
fcis-11146	306	2	has	have	VERB
fcis-11146	306	3	a	a	DET
fcis-11146	306	4	relatively	relatively	ADV
fcis-11146	306	5	large	large	ADJ
fcis-11146	306	6	theoretical	theoretical	ADJ
fcis-11146	306	7	significance	significance	NOUN
fcis-11146	306	8	.	.	PUNCT
fcis-11146	307	1	also	also	ADV
fcis-11146	307	2	,	,	PUNCT
fcis-11146	307	3	the	the	DET
fcis-11146	307	4	algorithm	algorithm	NOUN
fcis-11146	307	5	designed	design	VERB
fcis-11146	307	6	in	in	ADP
fcis-11146	307	7	this	this	DET
fcis-11146	307	8	paper	paper	NOUN
fcis-11146	307	9	provides	provide	VERB
fcis-11146	307	10	a	a	DET
fcis-11146	307	11	new	new	ADJ
fcis-11146	307	12	way	way	NOUN
fcis-11146	307	13	of	of	ADP
fcis-11146	307	14	thinking	thinking	NOUN
fcis-11146	307	15	and	and	CCONJ
fcis-11146	307	16	direction	direction	NOUN
fcis-11146	307	17	for	for	ADP
fcis-11146	307	18	future	future	ADJ
fcis-11146	307	19	researchers	researcher	NOUN
fcis-11146	307	20	in	in	ADP
fcis-11146	307	21	this	this	DET
fcis-11146	307	22	fields	field	NOUN
fcis-11146	307	23	.	.	PUNCT
fcis-11146	308	1	references	reference	NOUN
fcis-11146	308	2	[	[	X
fcis-11146	308	3	1	1	NUM
fcis-11146	308	4	]	]	X
fcis-11146	308	5	liu	liu	PROPN
fcis-11146	308	6	,	,	PUNCT
fcis-11146	308	7	y.	y.	PROPN
fcis-11146	308	8	,	,	PUNCT
fcis-11146	308	9	et	et	PROPN
fcis-11146	308	10	al	al	PROPN
fcis-11146	308	11	.	.	PROPN
fcis-11146	308	12	,	,	PUNCT
fcis-11146	308	13	a	a	DET
fcis-11146	308	14	review	review	NOUN
fcis-11146	308	15	of	of	ADP
fcis-11146	308	16	lithium	lithium	NOUN
fcis-11146	308	17	-	-	PUNCT
fcis-11146	308	18	ion	ion	NOUN
fcis-11146	308	19	battery	battery	NOUN
fcis-11146	308	20	state	state	NOUN
fcis-11146	308	21	of	of	ADP
fcis-11146	308	22	charge	charge	NOUN
fcis-11146	308	23	estimation	estimation	NOUN
fcis-11146	308	24	based	base	VERB
fcis-11146	308	25	on	on	ADP
fcis-11146	308	26	deep	deep	ADJ
fcis-11146	308	27	learning	learning	NOUN
fcis-11146	308	28	:	:	PUNCT
fcis-11146	308	29	directions	direction	NOUN
fcis-11146	308	30	for	for	ADP
fcis-11146	308	31	improvement	improvement	NOUN
fcis-11146	308	32	and	and	CCONJ
fcis-11146	308	33	future	future	ADJ
fcis-11146	308	34	trends	trend	NOUN
fcis-11146	308	35	.	.	PUNCT
fcis-11146	309	1	journal	journal	NOUN
fcis-11146	309	2	of	of	ADP
fcis-11146	309	3	energy	energy	NOUN
fcis-11146	309	4	storage	storage	NOUN
fcis-11146	309	5	,	,	PUNCT
fcis-11146	309	6	2022	2022	NUM
fcis-11146	309	7	.	.	PUNCT
fcis-11146	310	1	52	52	NUM
fcis-11146	310	2	.	.	PUNCT
fcis-11146	311	1	[	[	X
fcis-11146	311	2	2	2	NUM
fcis-11146	311	3	]	]	SYM
fcis-11146	311	4	li	li	PROPN
fcis-11146	311	5	,	,	PUNCT
fcis-11146	311	6	x.	x.	PROPN
fcis-11146	311	7	,	,	PUNCT
fcis-11146	311	8	et	et	PROPN
fcis-11146	311	9	al	al	PROPN
fcis-11146	311	10	.	.	PROPN
fcis-11146	311	11	,	,	PUNCT
fcis-11146	311	12	soc	soc	NOUN
fcis-11146	311	13	estimation	estimation	NOUN
fcis-11146	311	14	of	of	ADP
fcis-11146	311	15	lithium	lithium	NOUN
fcis-11146	311	16	-	-	PUNCT
fcis-11146	311	17	ion	ion	NOUN
fcis-11146	311	18	battery	battery	NOUN
fcis-11146	311	19	for	for	ADP
fcis-11146	311	20	electric	electric	ADJ
fcis-11146	311	21	vehicle	vehicle	NOUN
fcis-11146	311	22	based	base	VERB
fcis-11146	311	23	on	on	ADP
fcis-11146	311	24	deep	deep	ADJ
fcis-11146	311	25	multilayer	multilayer	PROPN
fcis-11146	311	26	perceptron	perceptron	PROPN
fcis-11146	311	27	.	.	PUNCT
fcis-11146	312	1	comput	comput	PROPN
fcis-11146	312	2	intell	intell	PROPN
fcis-11146	312	3	neurosci	neurosci	PROPN
fcis-11146	312	4	,	,	PUNCT
fcis-11146	312	5	2022	2022	NUM
fcis-11146	312	6	.	.	PUNCT
fcis-11146	313	1	2022	2022	NUM
fcis-11146	313	2	:	:	PUNCT
fcis-11146	314	1	p.	p.	NOUN
fcis-11146	314	2	3920317	3920317	NUM
fcis-11146	314	3	.	.	PUNCT
fcis-11146	315	1	[	[	X
fcis-11146	315	2	3	3	NUM
fcis-11146	315	3	]	]	SYM
fcis-11146	315	4	xu	xu	PROPN
fcis-11146	315	5	,	,	PUNCT
fcis-11146	315	6	j.	j.	PROPN
fcis-11146	315	7	,	,	PUNCT
fcis-11146	315	8	et	et	PROPN
fcis-11146	315	9	al	al	PROPN
fcis-11146	315	10	.	.	PROPN
fcis-11146	315	11	,	,	PUNCT
fcis-11146	315	12	construction	construction	NOUN
fcis-11146	315	13	of	of	ADP
fcis-11146	315	14	mental	mental	ADJ
fcis-11146	315	15	health	health	NOUN
fcis-11146	315	16	knowledge	knowledge	PROPN
fcis-11146	315	17	service	service	NOUN
fcis-11146	315	18	model	model	NOUN
fcis-11146	315	19	based	base	VERB
fcis-11146	315	20	on	on	ADP
fcis-11146	315	21	online	online	ADJ
fcis-11146	315	22	medical	medical	ADJ
fcis-11146	315	23	community	community	NOUN
fcis-11146	315	24	.	.	PUNCT
fcis-11146	316	1	comput	comput	PROPN
fcis-11146	316	2	intell	intell	PROPN
fcis-11146	316	3	neurosci	neurosci	PROPN
fcis-11146	316	4	,	,	PUNCT
fcis-11146	316	5	2022	2022	NUM
fcis-11146	316	6	.	.	PUNCT
fcis-11146	317	1	2022	2022	NUM
fcis-11146	317	2	:	:	PUNCT
fcis-11146	318	1	p.	p.	NOUN
fcis-11146	318	2	1907074	1907074	NUM
fcis-11146	318	3	.	.	PUNCT
fcis-11146	319	1	[	[	X
fcis-11146	319	2	4	4	NUM
fcis-11146	319	3	]	]	SYM
fcis-11146	319	4	yang	yang	PROPN
fcis-11146	319	5	,	,	PUNCT
fcis-11146	319	6	x.	x.	PROPN
fcis-11146	319	7	,	,	PUNCT
fcis-11146	319	8	et	et	PROPN
fcis-11146	319	9	al	al	PROPN
fcis-11146	319	10	.	.	PROPN
fcis-11146	319	11	,	,	PUNCT
fcis-11146	319	12	battery	battery	NOUN
fcis-11146	319	13	state	state	NOUN
fcis-11146	319	14	of	of	ADP
fcis-11146	319	15	charge	charge	NOUN
fcis-11146	319	16	estimation	estimation	NOUN
fcis-11146	319	17	using	use	VERB
fcis-11146	319	18	temporal	temporal	ADJ
fcis-11146	319	19	convolutional	convolutional	ADJ
fcis-11146	319	20	network	network	NOUN
fcis-11146	319	21	based	base	VERB
fcis-11146	319	22	on	on	ADP
fcis-11146	319	23	electric	electric	ADJ
fcis-11146	319	24	vehicles	vehicle	NOUN
fcis-11146	319	25	operating	operate	VERB
fcis-11146	319	26	data	datum	NOUN
fcis-11146	319	27	.	.	PUNCT
fcis-11146	320	1	journal	journal	PROPN
fcis-11146	320	2	of	of	ADP
fcis-11146	320	3	energy	energy	NOUN
fcis-11146	320	4	storage	storage	NOUN
fcis-11146	320	5	,	,	PUNCT
fcis-11146	320	6	2022	2022	NUM
fcis-11146	320	7	.	.	PUNCT
fcis-11146	321	1	55	55	NUM
fcis-11146	321	2	.	.	PUNCT
fcis-11146	322	1	[	[	X
fcis-11146	322	2	5	5	NUM
fcis-11146	322	3	]	]	SYM
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fcis-11146	322	5	,	,	PUNCT
fcis-11146	322	6	j.	j.	PROPN
fcis-11146	322	7	,	,	PUNCT
fcis-11146	322	8	et	et	PROPN
fcis-11146	322	9	al	al	PROPN
fcis-11146	322	10	.	.	PROPN
fcis-11146	322	11	,	,	PUNCT
fcis-11146	322	12	early	early	ADJ
fcis-11146	322	13	warning	warning	NOUN
fcis-11146	322	14	of	of	ADP
fcis-11146	322	15	telecom	telecom	NOUN
fcis-11146	322	16	customer	customer	NOUN
fcis-11146	322	17	churn	churn	NOUN
fcis-11146	322	18	based	base	VERB
fcis-11146	322	19	on	on	ADP
fcis-11146	322	20	multialgorithm	multialgorithm	PROPN
fcis-11146	322	21	model	model	PROPN
fcis-11146	322	22	optimization	optimization	PROPN
fcis-11146	322	23	.	.	PUNCT
fcis-11146	323	1	frontiers	frontier	NOUN
fcis-11146	323	2	in	in	ADP
fcis-11146	323	3	energy	energy	NOUN
fcis-11146	323	4	research	research	NOUN
fcis-11146	323	5	,	,	PUNCT
fcis-11146	323	6	2022	2022	NUM
fcis-11146	323	7	.	.	PUNCT
fcis-11146	324	1	10	10	NUM
fcis-11146	324	2	.	.	PUNCT
fcis-11146	325	1	[	[	X
fcis-11146	325	2	6	6	NUM
fcis-11146	325	3	]	]	X
fcis-11146	325	4	park	park	NOUN
fcis-11146	325	5	,	,	PUNCT
fcis-11146	325	6	m.	m.	NOUN
fcis-11146	325	7	,	,	PUNCT
fcis-11146	325	8	et	et	PROPN
fcis-11146	325	9	al	al	PROPN
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fcis-11146	325	11	,	,	PUNCT
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fcis-11146	325	13	-	-	PUNCT
fcis-11146	325	14	driven	drive	VERB
fcis-11146	325	15	capacity	capacity	NOUN
fcis-11146	325	16	estimation	estimation	NOUN
fcis-11146	325	17	of	of	ADP
fcis-11146	325	18	li	li	PROPN
fcis-11146	325	19	-	-	PUNCT
fcis-11146	325	20	ion	ion	NOUN
fcis-11146	325	21	batteries	battery	NOUN
fcis-11146	325	22	using	use	VERB
fcis-11146	325	23	constant	constant	ADJ
fcis-11146	325	24	current	current	ADJ
fcis-11146	325	25	charging	charging	NOUN
fcis-11146	325	26	at	at	ADP
fcis-11146	325	27	various	various	ADJ
fcis-11146	325	28	ambient	ambient	ADJ
fcis-11146	325	29	temperatures	temperature	NOUN
fcis-11146	325	30	.	.	PUNCT
fcis-11146	326	1	ieee	ieee	NOUN
fcis-11146	326	2	access	access	NOUN
fcis-11146	326	3	,	,	PUNCT
fcis-11146	326	4	2023	2023	NUM
fcis-11146	326	5	.	.	PUNCT
fcis-11146	327	1	11	11	NUM
fcis-11146	327	2	:	:	PUNCT
fcis-11146	328	1	p.	p.	NOUN
fcis-11146	328	2	2711	2711	NUM
fcis-11146	328	3	-	-	SYM
fcis-11146	328	4	2720	2720	NUM
fcis-11146	328	5	.	.	PUNCT
fcis-11146	329	1	[	[	X
fcis-11146	329	2	7	7	NUM
fcis-11146	329	3	]	]	X
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fcis-11146	329	5	,	,	PUNCT
fcis-11146	329	6	l.	l.	PROPN
fcis-11146	329	7	,	,	PUNCT
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fcis-11146	329	9	al	al	PROPN
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fcis-11146	329	11	,	,	PUNCT
fcis-11146	329	12	voltage	voltage	NOUN
fcis-11146	329	13	-	-	PUNCT
fcis-11146	329	14	stress	stress	NOUN
fcis-11146	329	15	-	-	PUNCT
fcis-11146	329	16	based	base	VERB
fcis-11146	329	17	state	state	NOUN
fcis-11146	329	18	of	of	ADP
fcis-11146	329	19	charge	charge	NOUN
fcis-11146	329	20	estimation	estimation	NOUN
fcis-11146	329	21	of	of	ADP
fcis-11146	329	22	pouch	pouch	NOUN
fcis-11146	329	23	lithium	lithium	NOUN
fcis-11146	329	24	-	-	PUNCT
fcis-11146	329	25	ion	ion	NOUN
fcis-11146	329	26	batteries	battery	NOUN
fcis-11146	329	27	using	use	VERB
fcis-11146	329	28	a	a	DET
fcis-11146	329	29	long	long	ADJ
fcis-11146	329	30	short	short	ADJ
fcis-11146	329	31	-	-	PUNCT
fcis-11146	329	32	term	term	NOUN
fcis-11146	329	33	memory	memory	NOUN
fcis-11146	329	34	network	network	NOUN
fcis-11146	329	35	.	.	PUNCT
fcis-11146	329	36	journal	journal	PROPN
fcis-11146	329	37	of	of	ADP
fcis-11146	329	38	energy	energy	NOUN
fcis-11146	329	39	storage	storage	NOUN
fcis-11146	329	40	,	,	PUNCT
fcis-11146	329	41	2022	2022	NUM
fcis-11146	329	42	.	.	PUNCT
fcis-11146	330	1	55	55	NUM
fcis-11146	330	2	.	.	PUNCT
fcis-11146	331	1	[	[	X
fcis-11146	331	2	8	8	NUM
fcis-11146	331	3	]	]	X
fcis-11146	331	4	almaita	almaita	PROPN
fcis-11146	331	5	,	,	PUNCT
fcis-11146	331	6	e.	e.	PROPN
fcis-11146	331	7	,	,	PUNCT
fcis-11146	331	8	et	et	PROPN
fcis-11146	331	9	al	al	PROPN
fcis-11146	331	10	.	.	PROPN
fcis-11146	331	11	,	,	PUNCT
fcis-11146	331	12	state	state	NOUN
fcis-11146	331	13	of	of	ADP
fcis-11146	331	14	charge	charge	NOUN
fcis-11146	331	15	estimation	estimation	NOUN
fcis-11146	331	16	for	for	ADP
fcis-11146	331	17	a	a	DET
fcis-11146	331	18	group	group	NOUN
fcis-11146	331	19	of	of	ADP
fcis-11146	331	20	lithium	lithium	NOUN
fcis-11146	331	21	-	-	PUNCT
fcis-11146	331	22	ion	ion	NOUN
fcis-11146	331	23	batteries	battery	NOUN
fcis-11146	331	24	using	use	VERB
fcis-11146	331	25	long	long	ADJ
fcis-11146	331	26	short	short	ADJ
fcis-11146	331	27	-	-	PUNCT
fcis-11146	331	28	term	term	NOUN
fcis-11146	331	29	memory	memory	NOUN
fcis-11146	331	30	neural	neural	ADJ
fcis-11146	331	31	network	network	NOUN
fcis-11146	331	32	.	.	PUNCT
fcis-11146	332	1	journal	journal	PROPN
fcis-11146	332	2	of	of	ADP
fcis-11146	332	3	energy	energy	NOUN
fcis-11146	332	4	storage	storage	NOUN
fcis-11146	332	5	,	,	PUNCT
fcis-11146	332	6	2022	2022	NUM
fcis-11146	332	7	.	.	PUNCT
fcis-11146	333	1	52	52	NUM
fcis-11146	333	2	.	.	PUNCT
fcis-11146	334	1	[	[	X
fcis-11146	334	2	9	9	NUM
fcis-11146	334	3	]	]	X
fcis-11146	334	4	zhao	zhao	X
fcis-11146	334	5	,	,	PUNCT
fcis-11146	334	6	l.	l.	PROPN
fcis-11146	334	7	and	and	CCONJ
fcis-11146	334	8	p.	p.	PROPN
fcis-11146	334	9	qin	qin	PROPN
fcis-11146	334	10	,	,	PUNCT
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fcis-11146	334	12	soc	soc	NOUN
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fcis-11146	334	14	and	and	CCONJ
fcis-11146	334	15	monitoring	monitoring	NOUN
fcis-11146	334	16	of	of	ADP
fcis-11146	334	17	each	each	DET
fcis-11146	334	18	cell	cell	NOUN
fcis-11146	334	19	in	in	ADP
fcis-11146	334	20	a	a	DET
fcis-11146	334	21	battery	battery	NOUN
fcis-11146	334	22	pack	pack	NOUN
fcis-11146	334	23	considering	consider	VERB
fcis-11146	334	24	various	various	ADJ
fcis-11146	334	25	influencing	influence	VERB
fcis-11146	334	26	factors	factor	NOUN
fcis-11146	334	27	.	.	PUNCT
fcis-11146	335	1	ieee	ieee	NOUN
fcis-11146	335	2	transactions	transaction	NOUN
fcis-11146	335	3	on	on	ADP
fcis-11146	335	4	industrial	industrial	ADJ
fcis-11146	335	5	electronics	electronic	NOUN
fcis-11146	335	6	,	,	PUNCT
fcis-11146	335	7	2023	2023	NUM
fcis-11146	335	8	.	.	PUNCT
fcis-11146	336	1	70(1	70(1	NUM
fcis-11146	336	2	):	):	PUNCT
fcis-11146	336	3	p.	p.	NOUN
fcis-11146	336	4	1025	1025	NUM
fcis-11146	336	5	-	-	SYM
fcis-11146	336	6	1035	1035	NUM
fcis-11146	336	7	.	.	PUNCT
fcis-11146	337	1	[	[	X
fcis-11146	337	2	10	10	NUM
fcis-11146	337	3	]	]	PUNCT
fcis-11146	337	4	xu	xu	PROPN
fcis-11146	337	5	,	,	PUNCT
fcis-11146	337	6	c.	c.	PROPN
fcis-11146	337	7	,	,	PUNCT
fcis-11146	337	8	et	et	PROPN
fcis-11146	337	9	al	al	PROPN
fcis-11146	337	10	.	.	PROPN
fcis-11146	337	11	,	,	PUNCT
fcis-11146	337	12	state	state	NOUN
fcis-11146	337	13	of	of	ADP
fcis-11146	337	14	charge	charge	NOUN
fcis-11146	337	15	estimation	estimation	NOUN
fcis-11146	337	16	for	for	ADP
fcis-11146	337	17	liquid	liquid	ADJ
fcis-11146	337	18	metal	metal	NOUN
fcis-11146	337	19	battery	battery	NOUN
fcis-11146	337	20	based	base	VERB
fcis-11146	337	21	on	on	ADP
fcis-11146	337	22	an	an	DET
fcis-11146	337	23	improved	improved	ADJ
fcis-11146	337	24	sliding	slide	VERB
fcis-11146	337	25	mode	mode	NOUN
fcis-11146	337	26	observer	observer	NOUN
fcis-11146	337	27	.	.	PUNCT
fcis-11146	337	28	journal	journal	PROPN
fcis-11146	337	29	of	of	ADP
fcis-11146	337	30	energy	energy	NOUN
fcis-11146	337	31	storage	storage	NOUN
fcis-11146	337	32	,	,	PUNCT
fcis-11146	337	33	2022	2022	NUM
fcis-11146	337	34	.	.	PUNCT
fcis-11146	338	1	45	45	NUM
fcis-11146	338	2	.	.	PUNCT
fcis-11146	339	1	[	[	X
fcis-11146	339	2	11	11	NUM
fcis-11146	339	3	]	]	PUNCT
fcis-11146	339	4	tang	tang	PROPN
fcis-11146	339	5	,	,	PUNCT
fcis-11146	339	6	x.	x.	PROPN
fcis-11146	339	7	,	,	PUNCT
fcis-11146	339	8	et	et	PROPN
fcis-11146	339	9	al	al	PROPN
fcis-11146	339	10	.	.	PROPN
fcis-11146	339	11	,	,	PUNCT
fcis-11146	339	12	joint	joint	ADJ
fcis-11146	339	13	estimation	estimation	NOUN
fcis-11146	339	14	of	of	ADP
fcis-11146	339	15	state	state	NOUN
fcis-11146	339	16	-	-	PUNCT
fcis-11146	339	17	of	of	ADP
fcis-11146	339	18	-	-	PUNCT
fcis-11146	339	19	charge	charge	NOUN
fcis-11146	339	20	and	and	CCONJ
fcis-11146	339	21	stateof	stateof	ADJ
fcis-11146	339	22	-	-	PUNCT
fcis-11146	339	23	health	health	NOUN
fcis-11146	339	24	for	for	ADP
fcis-11146	339	25	all	all	DET
fcis-11146	339	26	cells	cell	NOUN
fcis-11146	339	27	in	in	ADP
fcis-11146	339	28	the	the	DET
fcis-11146	339	29	battery	battery	NOUN
fcis-11146	339	30	pack	pack	NOUN
fcis-11146	339	31	using	use	VERB
fcis-11146	339	32	“	"	PUNCT
fcis-11146	339	33	leader	leader	NOUN
fcis-11146	339	34	-	-	PUNCT
fcis-11146	339	35	follower	follower	NOUN
fcis-11146	339	36	”	"	PUNCT
fcis-11146	339	37	strategy	strategy	NOUN
fcis-11146	339	38	.	.	PUNCT
fcis-11146	340	1	etransportation	etransportation	NOUN
fcis-11146	340	2	,	,	PUNCT
fcis-11146	340	3	2023	2023	NUM
fcis-11146	340	4	.	.	PUNCT
fcis-11146	341	1	15	15	NUM
fcis-11146	341	2	.	.	PUNCT
fcis-11146	342	1	[	[	X
fcis-11146	342	2	12	12	NUM
fcis-11146	342	3	]	]	X
fcis-11146	342	4	xu	xu	PROPN
fcis-11146	342	5	,	,	PUNCT
fcis-11146	342	6	z.	z.	PROPN
fcis-11146	342	7	,	,	PUNCT
fcis-11146	342	8	et	et	PROPN
fcis-11146	342	9	al	al	PROPN
fcis-11146	342	10	.	.	PROPN
fcis-11146	342	11	,	,	PUNCT
fcis-11146	342	12	co	co	VERB
fcis-11146	342	13	-	-	VERB
fcis-11146	342	14	estimating	estimate	VERB
fcis-11146	342	15	the	the	DET
fcis-11146	342	16	state	state	NOUN
fcis-11146	342	17	of	of	ADP
fcis-11146	342	18	charge	charge	NOUN
fcis-11146	342	19	and	and	CCONJ
fcis-11146	342	20	health	health	NOUN
fcis-11146	342	21	of	of	ADP
fcis-11146	342	22	lithium	lithium	NOUN
fcis-11146	342	23	batteries	battery	NOUN
fcis-11146	342	24	through	through	ADP
fcis-11146	342	25	combining	combine	VERB
fcis-11146	342	26	a	a	DET
fcis-11146	342	27	minimalist	minimalist	ADJ
fcis-11146	342	28	electrochemical	electrochemical	ADJ
fcis-11146	342	29	model	model	NOUN
fcis-11146	342	30	and	and	CCONJ
fcis-11146	342	31	an	an	DET
fcis-11146	342	32	equivalent	equivalent	ADJ
fcis-11146	342	33	circuit	circuit	NOUN
fcis-11146	342	34	model	model	NOUN
fcis-11146	342	35	.	.	PUNCT
fcis-11146	343	1	energy	energy	NOUN
fcis-11146	343	2	,	,	PUNCT
fcis-11146	343	3	2022	2022	NUM
fcis-11146	343	4	.	.	PUNCT
fcis-11146	344	1	240	240	NUM
fcis-11146	344	2	.	.	PUNCT
fcis-11146	345	1	[	[	X
fcis-11146	345	2	13	13	NUM
fcis-11146	345	3	]	]	X
fcis-11146	345	4	tian	tian	PROPN
fcis-11146	345	5	,	,	PUNCT
fcis-11146	345	6	j.	j.	PROPN
fcis-11146	345	7	,	,	PUNCT
fcis-11146	345	8	et	et	PROPN
fcis-11146	345	9	al	al	PROPN
fcis-11146	345	10	.	.	PROPN
fcis-11146	345	11	,	,	PUNCT
fcis-11146	345	12	state	state	NOUN
fcis-11146	345	13	-	-	PUNCT
fcis-11146	345	14	of	of	ADP
fcis-11146	345	15	-	-	PUNCT
fcis-11146	345	16	charge	charge	NOUN
fcis-11146	345	17	estimation	estimation	NOUN
fcis-11146	345	18	of	of	ADP
fcis-11146	345	19	lifepo4	lifepo4	PROPN
fcis-11146	345	20	batteries	battery	NOUN
fcis-11146	345	21	in	in	ADP
fcis-11146	345	22	electric	electric	ADJ
fcis-11146	345	23	vehicles	vehicle	NOUN
fcis-11146	345	24	:	:	PUNCT
fcis-11146	345	25	a	a	DET
fcis-11146	345	26	deep	deep	ADV
fcis-11146	345	27	-	-	PUNCT
fcis-11146	345	28	learning	learning	NOUN
fcis-11146	345	29	enabled	enable	VERB
fcis-11146	345	30	approach	approach	NOUN
fcis-11146	345	31	.	.	PUNCT
fcis-11146	346	1	applied	apply	VERB
fcis-11146	346	2	energy	energy	NOUN
fcis-11146	346	3	,	,	PUNCT
fcis-11146	346	4	2021	2021	NUM
fcis-11146	346	5	.	.	PUNCT
fcis-11146	346	6	291	291	NUM
fcis-11146	346	7	.	.	PUNCT
fcis-11146	347	1	[	[	X
fcis-11146	347	2	14	14	NUM
fcis-11146	347	3	]	]	SYM
fcis-11146	347	4	li	li	PROPN
fcis-11146	347	5	,	,	PUNCT
fcis-11146	347	6	x.	x.	PROPN
fcis-11146	347	7	and	and	CCONJ
fcis-11146	347	8	m.f	m.f	PROPN
fcis-11146	347	9	.	.	PROPN
fcis-11146	347	10	dumlao	dumlao	PROPN
fcis-11146	347	11	,	,	PUNCT
fcis-11146	347	12	deep	deep	ADJ
fcis-11146	347	13	learning	learning	NOUN
fcis-11146	347	14	based	base	VERB
fcis-11146	347	15	electric	electric	ADJ
fcis-11146	347	16	vehicle	vehicle	NOUN
fcis-11146	347	17	bms	bms	PROPN
fcis-11146	347	18	intelligent	intelligent	ADJ
fcis-11146	347	19	cloud	cloud	NOUN
fcis-11146	347	20	monitoring	monitoring	NOUN
fcis-11146	347	21	system	system	NOUN
fcis-11146	347	22	,	,	PUNCT
fcis-11146	347	23	in	in	ADP
fcis-11146	347	24	2022	2022	NUM
fcis-11146	347	25	3rd	3rd	ADJ
fcis-11146	347	26	asia	asia	PROPN
fcis-11146	347	27	-	-	PUNCT
fcis-11146	347	28	pacific	pacific	PROPN
fcis-11146	347	29	conference	conference	NOUN
fcis-11146	347	30	on	on	ADP
fcis-11146	347	31	image	image	NOUN
fcis-11146	347	32	processing	processing	NOUN
fcis-11146	347	33	,	,	PUNCT
fcis-11146	347	34	electronics	electronic	NOUN
fcis-11146	347	35	and	and	CCONJ
fcis-11146	347	36	computers	computer	NOUN
fcis-11146	347	37	.	.	PUNCT
fcis-11146	348	1	2022	2022	NUM
fcis-11146	348	2	.	.	PUNCT
fcis-11146	349	1	p.	p.	NOUN
fcis-11146	349	2	452	452	NUM
fcis-11146	349	3	-	-	SYM
fcis-11146	349	4	457	457	NUM
fcis-11146	349	5	.	.	PUNCT
fcis-11146	350	1	[	[	X
fcis-11146	350	2	15	15	NUM
fcis-11146	350	3	]	]	X
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fcis-11146	350	5	,	,	PUNCT
fcis-11146	350	6	s.	s.	PROPN
fcis-11146	350	7	and	and	CCONJ
fcis-11146	350	8	x.	x.	PROPN
fcis-11146	350	9	li	li	PROPN
fcis-11146	350	10	,	,	PUNCT
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fcis-11146	350	12	aided	aid	VERB
fcis-11146	350	13	art	art	NOUN
fcis-11146	350	14	design	design	NOUN
fcis-11146	350	15	and	and	CCONJ
fcis-11146	350	16	production	production	NOUN
fcis-11146	350	17	based	base	VERB
fcis-11146	350	18	on	on	ADP
fcis-11146	350	19	video	video	NOUN
fcis-11146	350	20	stream	stream	NOUN
fcis-11146	350	21	.	.	PUNCT
fcis-11146	351	1	computer	computer	NOUN
fcis-11146	351	2	-	-	PUNCT
fcis-11146	351	3	aided	aid	VERB
fcis-11146	351	4	design	design	NOUN
fcis-11146	351	5	and	and	CCONJ
fcis-11146	351	6	applications	application	NOUN
fcis-11146	351	7	,	,	PUNCT
fcis-11146	351	8	2020	2020	NUM
fcis-11146	351	9	.	.	PUNCT
fcis-11146	352	1	18(s3	18(s3	NUM
fcis-11146	352	2	):	):	PUNCT
fcis-11146	352	3	p.	p.	NOUN
fcis-11146	352	4	70	70	NUM
fcis-11146	352	5	-	-	SYM
fcis-11146	352	6	81	81	NUM
fcis-11146	352	7	.	.	PUNCT
fcis-11146	353	1	[	[	X
fcis-11146	353	2	16	16	NUM
fcis-11146	353	3	]	]	X
fcis-11146	353	4	pan	pan	PROPN
fcis-11146	353	5	,	,	PUNCT
fcis-11146	353	6	c.	c.	PROPN
fcis-11146	353	7	,	,	PUNCT
fcis-11146	353	8	et	et	PROPN
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fcis-11146	353	11	,	,	PUNCT
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fcis-11146	353	13	neural	neural	ADJ
fcis-11146	353	14	network	network	NOUN
fcis-11146	353	15	-	-	PUNCT
fcis-11146	353	16	based	base	VERB
fcis-11146	353	17	prescribedtime	prescribedtime	NOUN
fcis-11146	353	18	observer	observer	NOUN
fcis-11146	353	19	for	for	ADP
fcis-11146	353	20	battery	battery	NOUN
fcis-11146	353	21	state	state	NOUN
fcis-11146	353	22	-	-	PUNCT
fcis-11146	353	23	of	of	ADP
fcis-11146	353	24	-	-	PUNCT
fcis-11146	353	25	charge	charge	NOUN
fcis-11146	353	26	estimation	estimation	NOUN
fcis-11146	353	27	.	.	PUNCT
fcis-11146	354	1	ieee	ieee	NOUN
fcis-11146	354	2	transactions	transaction	NOUN
fcis-11146	354	3	on	on	ADP
fcis-11146	354	4	power	power	NOUN
fcis-11146	354	5	electronics	electronic	NOUN
fcis-11146	354	6	,	,	PUNCT
fcis-11146	354	7	2023	2023	NUM
fcis-11146	354	8	.	.	PUNCT
fcis-11146	355	1	38(1	38(1	NOUN
fcis-11146	355	2	):	):	PUNCT
fcis-11146	355	3	p.	p.	NOUN
fcis-11146	355	4	165	165	NUM
fcis-11146	355	5	-	-	SYM
fcis-11146	355	6	176	176	NUM
fcis-11146	355	7	.	.	PUNCT
fcis-11146	356	1	[	[	X
fcis-11146	356	2	17	17	NUM
fcis-11146	356	3	]	]	X
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fcis-11146	356	5	,	,	PUNCT
fcis-11146	356	6	x.	x.	PROPN
fcis-11146	356	7	,	,	PUNCT
fcis-11146	356	8	et	et	PROPN
fcis-11146	356	9	al	al	PROPN
fcis-11146	356	10	.	.	PROPN
fcis-11146	356	11	,	,	PUNCT
fcis-11146	356	12	a	a	DET
fcis-11146	356	13	review	review	NOUN
fcis-11146	356	14	of	of	ADP
fcis-11146	356	15	modeling	modeling	NOUN
fcis-11146	356	16	,	,	PUNCT
fcis-11146	356	17	acquisition	acquisition	NOUN
fcis-11146	356	18	,	,	PUNCT
fcis-11146	356	19	and	and	CCONJ
fcis-11146	356	20	application	application	NOUN
fcis-11146	356	21	of	of	ADP
fcis-11146	356	22	lithium	lithium	NOUN
fcis-11146	356	23	-	-	PUNCT
fcis-11146	356	24	ion	ion	NOUN
fcis-11146	356	25	battery	battery	NOUN
fcis-11146	356	26	impedance	impedance	NOUN
fcis-11146	356	27	for	for	ADP
fcis-11146	356	28	onboard	onboard	NOUN
fcis-11146	356	29	battery	battery	NOUN
fcis-11146	356	30	management	management	NOUN
fcis-11146	356	31	.	.	PUNCT
fcis-11146	357	1	etransportation	etransportation	NOUN
fcis-11146	357	2	,	,	PUNCT
fcis-11146	357	3	2021	2021	NUM
fcis-11146	357	4	.	.	PUNCT
fcis-11146	358	1	7	7	X
fcis-11146	358	2	.	.	PUNCT
fcis-11146	359	1	[	[	X
fcis-11146	359	2	18	18	NUM
fcis-11146	359	3	]	]	X
fcis-11146	359	4	oji	oji	PROPN
fcis-11146	359	5	,	,	PUNCT
fcis-11146	359	6	t.	t.	PROPN
fcis-11146	359	7	,	,	PUNCT
fcis-11146	359	8	et	et	PROPN
fcis-11146	359	9	al	al	PROPN
fcis-11146	359	10	.	.	PROPN
fcis-11146	359	11	,	,	PUNCT
fcis-11146	359	12	data	data	NOUN
fcis-11146	359	13	-	-	PUNCT
fcis-11146	359	14	driven	drive	VERB
fcis-11146	359	15	methods	method	NOUN
fcis-11146	359	16	for	for	ADP
fcis-11146	359	17	battery	battery	NOUN
fcis-11146	359	18	soh	soh	PROPN
fcis-11146	359	19	estimation	estimation	NOUN
fcis-11146	359	20	:	:	PUNCT
fcis-11146	359	21	survey	survey	NOUN
fcis-11146	359	22	and	and	CCONJ
fcis-11146	359	23	a	a	DET
fcis-11146	359	24	critical	critical	ADJ
fcis-11146	359	25	analysis	analysis	NOUN
fcis-11146	359	26	.	.	PUNCT
fcis-11146	360	1	ieee	ieee	NOUN
fcis-11146	360	2	access	access	NOUN
fcis-11146	360	3	,	,	PUNCT
fcis-11146	360	4	2021	2021	NUM
fcis-11146	360	5	.	.	PUNCT
fcis-11146	361	1	9	9	NUM
fcis-11146	361	2	:	:	PUNCT
fcis-11146	361	3	p.	p.	NOUN
fcis-11146	361	4	126903	126903	NUM
fcis-11146	361	5	-	-	SYM
fcis-11146	361	6	126916	126916	NUM
fcis-11146	361	7	.	.	PUNCT
fcis-11146	362	1	[	[	X
fcis-11146	362	2	19	19	NUM
fcis-11146	362	3	]	]	SYM
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fcis-11146	362	5	,	,	PUNCT
fcis-11146	362	6	m.	m.	NOUN
fcis-11146	362	7	,	,	PUNCT
fcis-11146	362	8	et	et	PROPN
fcis-11146	362	9	al	al	PROPN
fcis-11146	362	10	.	.	PROPN
fcis-11146	362	11	,	,	PUNCT
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fcis-11146	362	14	test	test	NOUN
fcis-11146	362	15	method	method	NOUN
fcis-11146	362	16	of	of	ADP
fcis-11146	362	17	lifepo4	lifepo4	PROPN
fcis-11146	362	18	/	/	SYM
fcis-11146	362	19	graphene	graphene	VERB
fcis-11146	362	20	hybrid	hybrid	NOUN
fcis-11146	362	21	cathode	cathode	NOUN
fcis-11146	362	22	lithium	lithium	NOUN
fcis-11146	362	23	-	-	PUNCT
fcis-11146	362	24	ion	ion	NOUN
fcis-11146	362	25	battery	battery	NOUN
fcis-11146	362	26	and	and	CCONJ
fcis-11146	362	27	the	the	DET
fcis-11146	362	28	state	state	NOUN
fcis-11146	362	29	of	of	ADP
fcis-11146	362	30	charge	charge	NOUN
fcis-11146	362	31	estimation	estimation	NOUN
fcis-11146	362	32	.	.	PUNCT
fcis-11146	363	1	journal	journal	PROPN
fcis-11146	363	2	of	of	ADP
fcis-11146	363	3	electrochemical	electrochemical	ADJ
fcis-11146	363	4	energy	energy	NOUN
fcis-11146	363	5	conversion	conversion	NOUN
fcis-11146	363	6	and	and	CCONJ
fcis-11146	363	7	storage	storage	NOUN
fcis-11146	363	8	,	,	PUNCT
fcis-11146	363	9	2021	2021	NUM
fcis-11146	363	10	.	.	PUNCT
fcis-11146	364	1	18(1	18(1	NUM
fcis-11146	364	2	)	)	PUNCT
fcis-11146	364	3	.	.	PUNCT
fcis-11146	365	1	[	[	X
fcis-11146	365	2	20	20	NUM
fcis-11146	365	3	]	]	SYM
fcis-11146	365	4	cui	cui	PROPN
fcis-11146	365	5	,	,	PUNCT
fcis-11146	365	6	z.	z.	PROPN
fcis-11146	365	7	,	,	PUNCT
fcis-11146	365	8	et	et	PROPN
fcis-11146	365	9	al	al	PROPN
fcis-11146	365	10	.	.	PROPN
fcis-11146	365	11	,	,	PUNCT
fcis-11146	365	12	a	a	DET
fcis-11146	365	13	comprehensive	comprehensive	ADJ
fcis-11146	365	14	review	review	NOUN
fcis-11146	365	15	on	on	ADP
fcis-11146	365	16	the	the	DET
fcis-11146	365	17	state	state	NOUN
fcis-11146	365	18	of	of	ADP
fcis-11146	365	19	charge	charge	NOUN
fcis-11146	365	20	estimation	estimation	NOUN
fcis-11146	365	21	for	for	ADP
fcis-11146	365	22	lithium‐ion	lithium‐ion	NOUN
fcis-11146	365	23	battery	battery	NOUN
fcis-11146	365	24	based	base	VERB
fcis-11146	365	25	on	on	ADP
fcis-11146	365	26	neural	neural	ADJ
fcis-11146	365	27	network	network	NOUN
fcis-11146	365	28	.	.	PUNCT
fcis-11146	366	1	international	international	ADJ
fcis-11146	366	2	journal	journal	PROPN
fcis-11146	366	3	of	of	ADP
fcis-11146	366	4	energy	energy	NOUN
fcis-11146	366	5	research	research	NOUN
fcis-11146	366	6	,	,	PUNCT
fcis-11146	366	7	2021	2021	NUM
fcis-11146	366	8	.	.	PUNCT
fcis-11146	367	1	46(5	46(5	NOUN
fcis-11146	367	2	):	):	PUNCT
fcis-11146	367	3	p.	p.	NOUN
fcis-11146	367	4	54235440	54235440	NUM
fcis-11146	367	5	.	.	PUNCT
fcis-11146	368	1	[	[	X
fcis-11146	368	2	21	21	NUM
fcis-11146	368	3	]	]	X
fcis-11146	368	4	wang	wang	PROPN
fcis-11146	368	5	,	,	PUNCT
fcis-11146	368	6	y.	y.	PROPN
fcis-11146	368	7	,	,	PUNCT
fcis-11146	368	8	et	et	PROPN
fcis-11146	368	9	al	al	PROPN
fcis-11146	368	10	.	.	PROPN
fcis-11146	368	11	,	,	PUNCT
fcis-11146	368	12	a	a	DET
fcis-11146	368	13	comprehensive	comprehensive	ADJ
fcis-11146	368	14	review	review	NOUN
fcis-11146	368	15	of	of	ADP
fcis-11146	368	16	battery	battery	NOUN
fcis-11146	368	17	modeling	modeling	NOUN
fcis-11146	368	18	and	and	CCONJ
fcis-11146	368	19	state	state	NOUN
fcis-11146	368	20	estimation	estimation	NOUN
fcis-11146	368	21	approaches	approach	NOUN
fcis-11146	368	22	for	for	ADP
fcis-11146	368	23	advanced	advanced	ADJ
fcis-11146	368	24	battery	battery	NOUN
fcis-11146	368	25	management	management	NOUN
fcis-11146	368	26	systems	system	NOUN
fcis-11146	368	27	.	.	PUNCT
fcis-11146	369	1	renewable	renewable	ADJ
fcis-11146	369	2	and	and	CCONJ
fcis-11146	369	3	sustainable	sustainable	ADJ
fcis-11146	369	4	energy	energy	NOUN
fcis-11146	369	5	reviews	review	NOUN
fcis-11146	369	6	,	,	PUNCT
fcis-11146	369	7	2020	2020	NUM
fcis-11146	369	8	.	.	PUNCT
fcis-11146	370	1	131	131	NUM
fcis-11146	370	2	.	.	PUNCT
fcis-11146	371	1	[	[	X
fcis-11146	371	2	22	22	NUM
fcis-11146	371	3	]	]	X
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fcis-11146	372	7	.	.	PUNCT
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fcis-11146	384	5	-	-	SYM
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fcis-11146	401	10	.	.	PROPN
fcis-11146	401	11	,	,	PUNCT
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fcis-11146	401	13	-	-	PUNCT
fcis-11146	401	14	of	of	ADP
fcis-11146	401	15	-	-	PUNCT
fcis-11146	401	16	charge	charge	NOUN
fcis-11146	401	17	estimation	estimation	NOUN
fcis-11146	401	18	for	for	ADP
fcis-11146	401	19	lithium	lithium	NOUN
fcis-11146	401	20	-	-	PUNCT
fcis-11146	401	21	ion	ion	NOUN
fcis-11146	401	22	batteries	battery	NOUN
fcis-11146	401	23	based	base	VERB
fcis-11146	401	24	on	on	ADP
fcis-11146	401	25	attentional	attentional	ADJ
fcis-11146	401	26	sequence	sequence	NOUN
fcis-11146	401	27	-	-	PUNCT
fcis-11146	401	28	to	to	ADP
fcis-11146	401	29	-	-	PUNCT
fcis-11146	401	30	sequence	sequence	NOUN
fcis-11146	401	31	architecture	architecture	NOUN
fcis-11146	401	32	.	.	PUNCT
fcis-11146	402	1	journal	journal	NOUN
fcis-11146	402	2	of	of	ADP
fcis-11146	402	3	energy	energy	NOUN
fcis-11146	402	4	storage	storage	NOUN
fcis-11146	402	5	,	,	PUNCT
fcis-11146	402	6	2023	2023	NUM
fcis-11146	402	7	.	.	PUNCT
fcis-11146	403	1	62	62	NUM
fcis-11146	403	2	.	.	PUNCT
fcis-11146	404	1	[	[	X
fcis-11146	404	2	34	34	NUM
fcis-11146	404	3	]	]	SYM
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fcis-11146	404	5	,	,	PUNCT
fcis-11146	404	6	j.	j.	PROPN
fcis-11146	404	7	,	,	PUNCT
fcis-11146	404	8	et	et	PROPN
fcis-11146	404	9	al	al	PROPN
fcis-11146	404	10	.	.	PROPN
fcis-11146	404	11	,	,	PUNCT
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fcis-11146	404	13	state	state	NOUN
fcis-11146	404	14	-	-	PUNCT
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fcis-11146	404	16	-	-	PUNCT
fcis-11146	404	17	charge	charge	NOUN
fcis-11146	404	18	predication	predication	NOUN
fcis-11146	404	19	of	of	ADP
fcis-11146	404	20	lithium	lithium	NOUN
fcis-11146	404	21	-	-	PUNCT
fcis-11146	404	22	ion	ion	NOUN
fcis-11146	404	23	battery	battery	NOUN
fcis-11146	404	24	energy	energy	NOUN
fcis-11146	404	25	storage	storage	NOUN
fcis-11146	404	26	system	system	NOUN
fcis-11146	404	27	using	use	VERB
fcis-11146	404	28	data	data	NOUN
fcis-11146	404	29	-	-	PUNCT
fcis-11146	404	30	driven	drive	VERB
fcis-11146	404	31	machine	machine	NOUN
fcis-11146	404	32	learning	learning	NOUN
fcis-11146	404	33	.	.	PUNCT
fcis-11146	405	1	sustainable	sustainable	ADJ
fcis-11146	405	2	energy	energy	NOUN
fcis-11146	405	3	,	,	PUNCT
fcis-11146	405	4	grids	grid	NOUN
fcis-11146	405	5	and	and	CCONJ
fcis-11146	405	6	networks	network	NOUN
fcis-11146	405	7	,	,	PUNCT
fcis-11146	405	8	2023	2023	NUM
fcis-11146	405	9	.	.	PUNCT
fcis-11146	406	1	34	34	NUM
fcis-11146	406	2	.	.	PUNCT
fcis-11146	407	1	[	[	X
fcis-11146	407	2	35	35	NUM
fcis-11146	407	3	]	]	X
fcis-11146	407	4	el	el	PROPN
fcis-11146	407	5	fallah	fallah	PROPN
fcis-11146	407	6	,	,	PUNCT
fcis-11146	407	7	s.	s.	PROPN
fcis-11146	407	8	,	,	PUNCT
fcis-11146	407	9	et	et	PROPN
fcis-11146	407	10	al	al	PROPN
fcis-11146	407	11	.	.	PROPN
fcis-11146	407	12	,	,	PUNCT
fcis-11146	407	13	state	state	NOUN
fcis-11146	407	14	of	of	ADP
fcis-11146	407	15	charge	charge	NOUN
fcis-11146	407	16	estimation	estimation	NOUN
fcis-11146	407	17	of	of	ADP
fcis-11146	407	18	an	an	DET
fcis-11146	407	19	electric	electric	ADJ
fcis-11146	407	20	vehicle	vehicle	NOUN
fcis-11146	407	21	’s	’s	PART
fcis-11146	407	22	battery	battery	NOUN
fcis-11146	407	23	using	use	VERB
fcis-11146	407	24	deep	deep	ADJ
fcis-11146	407	25	neural	neural	ADJ
fcis-11146	407	26	networks	network	NOUN
fcis-11146	407	27	:	:	PUNCT
fcis-11146	407	28	simulation	simulation	NOUN
fcis-11146	407	29	and	and	CCONJ
fcis-11146	407	30	experimental	experimental	ADJ
fcis-11146	407	31	results	result	NOUN
fcis-11146	407	32	.	.	PUNCT
fcis-11146	408	1	journal	journal	NOUN
fcis-11146	408	2	of	of	ADP
fcis-11146	408	3	energy	energy	NOUN
fcis-11146	408	4	storage	storage	NOUN
fcis-11146	408	5	,	,	PUNCT
fcis-11146	408	6	2023	2023	NUM
fcis-11146	408	7	.	.	PUNCT
fcis-11146	409	1	62	62	NUM
fcis-11146	409	2	.	.	PUNCT
fcis-11146	410	1	[	[	X
fcis-11146	410	2	36	36	NUM
fcis-11146	410	3	]	]	X
fcis-11146	410	4	liu	liu	PROPN
fcis-11146	410	5	,	,	PUNCT
fcis-11146	410	6	y.	y.	PROPN
fcis-11146	410	7	,	,	PUNCT
fcis-11146	410	8	et	et	PROPN
fcis-11146	410	9	al	al	PROPN
fcis-11146	410	10	.	.	PROPN
fcis-11146	410	11	,	,	PUNCT
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fcis-11146	410	13	of	of	ADP
fcis-11146	410	14	charge	charge	NOUN
fcis-11146	410	15	estimation	estimation	NOUN
fcis-11146	410	16	of	of	ADP
fcis-11146	410	17	lithium	lithium	NOUN
fcis-11146	410	18	-	-	PUNCT
fcis-11146	410	19	ion	ion	NOUN
fcis-11146	410	20	batteries	battery	NOUN
fcis-11146	410	21	based	base	VERB
fcis-11146	410	22	on	on	ADP
fcis-11146	410	23	temporal	temporal	ADJ
fcis-11146	410	24	convolutional	convolutional	ADJ
fcis-11146	410	25	network	network	NOUN
fcis-11146	410	26	and	and	CCONJ
fcis-11146	410	27	transfer	transfer	NOUN
fcis-11146	410	28	learning	learning	NOUN
fcis-11146	410	29	.	.	PUNCT
fcis-11146	411	1	ieee	ieee	NOUN
fcis-11146	411	2	access	access	NOUN
fcis-11146	411	3	,	,	PUNCT
fcis-11146	411	4	2021	2021	NUM
fcis-11146	411	5	.	.	PUNCT
fcis-11146	412	1	9	9	NUM
fcis-11146	412	2	:	:	PUNCT
fcis-11146	412	3	p.	p.	NOUN
fcis-11146	412	4	34177	34177	NUM
fcis-11146	412	5	-	-	SYM
fcis-11146	412	6	34187	34187	NUM
fcis-11146	412	7	.	.	PUNCT