id	sid	tid	token	lemma	pos
cet-1160	1	1	microsoft	microsoft	PROPN
cet-1160	1	2	word	word	PROPN
cet-1160	1	3	cet--006.docx	cet--006.docx	PROPN
cet-1160	1	4	chemical	chemical	PROPN
cet-1160	1	5	engineering	engineering	NOUN
cet-1160	1	6	transactions	transaction	NOUN
cet-1160	1	7	vol	vol	NOUN
cet-1160	1	8	.	.	PROPN
cet-1160	1	9	59	59	NUM
cet-1160	1	10	,	,	PUNCT
cet-1160	1	11	2017	2017	NUM
cet-1160	1	12	a	a	DET
cet-1160	1	13	publication	publication	NOUN
cet-1160	1	14	of	of	ADP
cet-1160	1	15	the	the	DET
cet-1160	1	16	italian	italian	ADJ
cet-1160	1	17	association	association	NOUN
cet-1160	1	18	of	of	ADP
cet-1160	1	19	chemical	chemical	PROPN
cet-1160	1	20	engineering	engineering	NOUN
cet-1160	1	21	online	online	ADV
cet-1160	1	22	at	at	ADP
cet-1160	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1160	1	24	guest	guest	NOUN
cet-1160	1	25	editors	editor	NOUN
cet-1160	1	26	:	:	PUNCT
cet-1160	1	27	zhuo	zhuo	PROPN
cet-1160	1	28	yang	yang	PROPN
cet-1160	1	29	,	,	PUNCT
cet-1160	1	30	junjie	junjie	PROPN
cet-1160	1	31	ba	ba	PROPN
cet-1160	1	32	,	,	PUNCT
cet-1160	1	33	jing	je	VERB
cet-1160	1	34	pan	pan	PROPN
cet-1160	1	35	copyright	copyright	NOUN
cet-1160	1	36	©	©	PROPN
cet-1160	1	37	2017	2017	NUM
cet-1160	1	38	,	,	PUNCT
cet-1160	1	39	aidic	aidic	ADJ
cet-1160	1	40	servizi	servizi	PROPN
cet-1160	1	41	s.r.l	s.r.l	PROPN
cet-1160	1	42	.	.	PUNCT
cet-1160	2	1	isbn	isbn	ADJ
cet-1160	2	2	978	978	NUM
cet-1160	2	3	-	-	SYM
cet-1160	2	4	88	88	NUM
cet-1160	2	5	-	-	PUNCT
cet-1160	2	6	9560849	9560849	NUM
cet-1160	2	7	-	-	SYM
cet-1160	2	8	5	5	NUM
cet-1160	2	9	;	;	PUNCT
cet-1160	2	10	issn	issn	PROPN
cet-1160	2	11	2283	2283	NUM
cet-1160	2	12	-	-	SYM
cet-1160	2	13	9216	9216	NUM
cet-1160	2	14	research	research	NOUN
cet-1160	2	15	on	on	ADP
cet-1160	2	16	the	the	DET
cet-1160	2	17	prediction	prediction	NOUN
cet-1160	2	18	of	of	ADP
cet-1160	2	19	nickel	nickel	NOUN
cet-1160	2	20	-	-	PUNCT
cet-1160	2	21	metal	metal	NOUN
cet-1160	2	22	hydride	hydride	NOUN
cet-1160	2	23	battery	battery	NOUN
cet-1160	2	24	capacity	capacity	NOUN
cet-1160	2	25	based	base	VERB
cet-1160	2	26	on	on	ADP
cet-1160	2	27	artificial	artificial	ADJ
cet-1160	2	28	intelligence	intelligence	NOUN
cet-1160	2	29	algorithm	algorithm	NOUN
cet-1160	2	30	yuhong	yuhong	PROPN
cet-1160	2	31	du	du	PROPN
cet-1160	2	32	hebi	hebi	PROPN
cet-1160	2	33	automotive	automotive	PROPN
cet-1160	2	34	engineering	engineering	PROPN
cet-1160	2	35	professional	professional	ADJ
cet-1160	2	36	college	college	NOUN
cet-1160	2	37	,	,	PUNCT
cet-1160	2	38	hebi	hebi	PROPN
cet-1160	2	39	458030	458030	NUM
cet-1160	2	40	,	,	PUNCT
cet-1160	2	41	china	china	PROPN
cet-1160	2	42	muzi598@163.com	muzi598@163.com	X
cet-1160	2	43	with	with	ADP
cet-1160	2	44	the	the	DET
cet-1160	2	45	development	development	NOUN
cet-1160	2	46	of	of	ADP
cet-1160	2	47	the	the	DET
cet-1160	2	48	modern	modern	ADJ
cet-1160	2	49	society	society	NOUN
cet-1160	2	50	,	,	PUNCT
cet-1160	2	51	nickel	nickel	NOUN
cet-1160	2	52	metal	metal	NOUN
cet-1160	2	53	hydride	hydride	NOUN
cet-1160	2	54	battery	battery	NOUN
cet-1160	2	55	has	have	AUX
cet-1160	2	56	been	be	AUX
cet-1160	2	57	paid	pay	VERB
cet-1160	2	58	attention	attention	NOUN
cet-1160	2	59	to	to	ADP
cet-1160	2	60	by	by	ADP
cet-1160	2	61	scholars	scholar	NOUN
cet-1160	2	62	and	and	CCONJ
cet-1160	2	63	manufacturers	manufacturer	NOUN
cet-1160	2	64	.	.	PUNCT
cet-1160	3	1	nickel	nickel	NOUN
cet-1160	3	2	metal	metal	NOUN
cet-1160	3	3	hydride	hydride	NOUN
cet-1160	3	4	battery	battery	NOUN
cet-1160	3	5	is	be	AUX
cet-1160	3	6	an	an	DET
cet-1160	3	7	ideal	ideal	ADJ
cet-1160	3	8	power	power	NOUN
cet-1160	3	9	source	source	NOUN
cet-1160	3	10	for	for	ADP
cet-1160	3	11	hybrid	hybrid	ADJ
cet-1160	3	12	electric	electric	ADJ
cet-1160	3	13	vehicles	vehicle	NOUN
cet-1160	3	14	due	due	ADP
cet-1160	3	15	to	to	ADP
cet-1160	3	16	its	its	PRON
cet-1160	3	17	high	high	ADJ
cet-1160	3	18	specific	specific	ADJ
cet-1160	3	19	energy	energy	NOUN
cet-1160	3	20	,	,	PUNCT
cet-1160	3	21	high	high	ADJ
cet-1160	3	22	specific	specific	ADJ
cet-1160	3	23	power	power	NOUN
cet-1160	3	24	and	and	CCONJ
cet-1160	3	25	zero	zero	NUM
cet-1160	3	26	pollution	pollution	NOUN
cet-1160	3	27	.	.	PUNCT
cet-1160	4	1	at	at	ADP
cet-1160	4	2	the	the	DET
cet-1160	4	3	same	same	ADJ
cet-1160	4	4	time	time	NOUN
cet-1160	4	5	,	,	PUNCT
cet-1160	4	6	the	the	DET
cet-1160	4	7	research	research	NOUN
cet-1160	4	8	on	on	ADP
cet-1160	4	9	the	the	DET
cet-1160	4	10	prediction	prediction	NOUN
cet-1160	4	11	of	of	ADP
cet-1160	4	12	nickel	nickel	NOUN
cet-1160	4	13	metal	metal	NOUN
cet-1160	4	14	hydride	hydride	NOUN
cet-1160	4	15	battery	battery	NOUN
cet-1160	4	16	capacity	capacity	NOUN
cet-1160	4	17	has	have	AUX
cet-1160	4	18	become	become	VERB
cet-1160	4	19	the	the	DET
cet-1160	4	20	focus	focus	NOUN
cet-1160	4	21	of	of	ADP
cet-1160	4	22	scholars	scholar	NOUN
cet-1160	4	23	and	and	CCONJ
cet-1160	4	24	manufacturers	manufacturer	NOUN
cet-1160	4	25	.	.	PUNCT
cet-1160	5	1	as	as	ADP
cet-1160	5	2	an	an	DET
cet-1160	5	3	important	important	ADJ
cet-1160	5	4	artificial	artificial	ADJ
cet-1160	5	5	intelligence	intelligence	NOUN
cet-1160	5	6	algorithm	algorithm	NOUN
cet-1160	5	7	,	,	PUNCT
cet-1160	5	8	the	the	DET
cet-1160	5	9	neural	neural	ADJ
cet-1160	5	10	network	network	NOUN
cet-1160	5	11	algorithm	algorithm	NOUN
cet-1160	5	12	has	have	AUX
cet-1160	5	13	attracted	attract	VERB
cet-1160	5	14	the	the	DET
cet-1160	5	15	attention	attention	NOUN
cet-1160	5	16	of	of	ADP
cet-1160	5	17	scholars	scholar	NOUN
cet-1160	5	18	.	.	PUNCT
cet-1160	6	1	in	in	ADP
cet-1160	6	2	this	this	DET
cet-1160	6	3	paper	paper	NOUN
cet-1160	6	4	,	,	PUNCT
cet-1160	6	5	we	we	PRON
cet-1160	6	6	put	put	VERB
cet-1160	6	7	forward	forward	ADV
cet-1160	6	8	the	the	DET
cet-1160	6	9	improved	improved	ADJ
cet-1160	6	10	bp	bp	PROPN
cet-1160	6	11	neural	neural	ADJ
cet-1160	6	12	network	network	NOUN
cet-1160	6	13	prediction	prediction	NOUN
cet-1160	6	14	algorithm	algorithm	NOUN
cet-1160	6	15	in	in	ADP
cet-1160	6	16	order	order	NOUN
cet-1160	6	17	to	to	PART
cet-1160	6	18	study	study	VERB
cet-1160	6	19	the	the	DET
cet-1160	6	20	prediction	prediction	NOUN
cet-1160	6	21	of	of	ADP
cet-1160	6	22	nickel	nickel	NOUN
cet-1160	6	23	metal	metal	NOUN
cet-1160	6	24	hydride	hydride	NOUN
cet-1160	6	25	battery	battery	NOUN
cet-1160	6	26	capacity	capacity	NOUN
cet-1160	6	27	.	.	PUNCT
cet-1160	7	1	in	in	ADP
cet-1160	7	2	the	the	DET
cet-1160	7	3	end	end	NOUN
cet-1160	7	4	,	,	PUNCT
cet-1160	7	5	the	the	DET
cet-1160	7	6	improved	improve	VERB
cet-1160	7	7	bp	bp	PROPN
cet-1160	7	8	neural	neural	ADJ
cet-1160	7	9	network	network	NOUN
cet-1160	7	10	is	be	AUX
cet-1160	7	11	used	use	VERB
cet-1160	7	12	to	to	PART
cet-1160	7	13	predict	predict	VERB
cet-1160	7	14	the	the	PRON
cet-1160	7	15	of	of	ADP
cet-1160	7	16	nickel	nickel	NOUN
cet-1160	7	17	metal	metal	NOUN
cet-1160	7	18	hydride	hydride	NOUN
cet-1160	7	19	battery	battery	NOUN
cet-1160	7	20	capacity	capacity	NOUN
cet-1160	7	21	.	.	PUNCT
cet-1160	8	1	after	after	ADP
cet-1160	8	2	the	the	DET
cet-1160	8	3	experiment	experiment	NOUN
cet-1160	8	4	,	,	PUNCT
cet-1160	8	5	we	we	PRON
cet-1160	8	6	find	find	VERB
cet-1160	8	7	that	that	SCONJ
cet-1160	8	8	the	the	DET
cet-1160	8	9	improved	improved	ADJ
cet-1160	8	10	method	method	NOUN
cet-1160	8	11	has	have	VERB
cet-1160	8	12	good	good	ADJ
cet-1160	8	13	prediction	prediction	NOUN
cet-1160	8	14	accuracy	accuracy	NOUN
cet-1160	8	15	.	.	PUNCT
cet-1160	9	1	1	1	X
cet-1160	9	2	.	.	X
cet-1160	9	3	introduction	introduction	NOUN
cet-1160	9	4	since	since	SCONJ
cet-1160	9	5	entering	enter	VERB
cet-1160	9	6	in	in	ADP
cet-1160	9	7	twenty	twenty	NUM
cet-1160	9	8	-	-	PUNCT
cet-1160	9	9	first	first	ADJ
cet-1160	9	10	century	century	NOUN
cet-1160	9	11	,	,	PUNCT
cet-1160	9	12	people	people	NOUN
cet-1160	9	13	's	's	PART
cet-1160	9	14	living	live	VERB
cet-1160	9	15	environment	environment	NOUN
cet-1160	9	16	is	be	AUX
cet-1160	9	17	getting	get	VERB
cet-1160	9	18	higher	high	ADJ
cet-1160	9	19	and	and	CCONJ
cet-1160	9	20	higher	high	ADJ
cet-1160	9	21	and	and	CCONJ
cet-1160	9	22	the	the	DET
cet-1160	9	23	strategic	strategic	ADJ
cet-1160	9	24	thinking	thinking	NOUN
cet-1160	9	25	of	of	ADP
cet-1160	9	26	sustainable	sustainable	ADJ
cet-1160	9	27	development	development	NOUN
cet-1160	9	28	has	have	AUX
cet-1160	9	29	been	be	AUX
cet-1160	9	30	deeply	deeply	ADV
cet-1160	9	31	rooted	root	VERB
cet-1160	9	32	in	in	ADP
cet-1160	9	33	the	the	DET
cet-1160	9	34	hearts	heart	NOUN
cet-1160	9	35	of	of	ADP
cet-1160	9	36	the	the	DET
cet-1160	9	37	people	people	NOUN
cet-1160	9	38	.	.	PUNCT
cet-1160	10	1	however	however	ADV
cet-1160	10	2	,	,	PUNCT
cet-1160	10	3	the	the	DET
cet-1160	10	4	energy	energy	NOUN
cet-1160	10	5	problem	problem	NOUN
cet-1160	10	6	has	have	AUX
cet-1160	10	7	become	become	VERB
cet-1160	10	8	the	the	DET
cet-1160	10	9	bottleneck	bottleneck	NOUN
cet-1160	10	10	of	of	ADP
cet-1160	10	11	social	social	ADJ
cet-1160	10	12	development	development	NOUN
cet-1160	10	13	.	.	PUNCT
cet-1160	11	1	with	with	ADP
cet-1160	11	2	the	the	DET
cet-1160	11	3	increasing	increasing	NOUN
cet-1160	11	4	of	of	ADP
cet-1160	11	5	vehicles	vehicle	NOUN
cet-1160	11	6	,	,	PUNCT
cet-1160	11	7	the	the	DET
cet-1160	11	8	problem	problem	NOUN
cet-1160	11	9	of	of	ADP
cet-1160	11	10	exhaust	exhaust	NOUN
cet-1160	11	11	emission	emission	NOUN
cet-1160	11	12	becomes	become	VERB
cet-1160	11	13	the	the	DET
cet-1160	11	14	focus	focus	NOUN
cet-1160	11	15	of	of	ADP
cet-1160	11	16	society	society	NOUN
cet-1160	11	17	.	.	PUNCT
cet-1160	12	1	at	at	ADP
cet-1160	12	2	the	the	DET
cet-1160	12	3	same	same	ADJ
cet-1160	12	4	time	time	NOUN
cet-1160	12	5	,	,	PUNCT
cet-1160	12	6	vehicle	vehicle	NOUN
cet-1160	12	7	resources	resource	NOUN
cet-1160	12	8	and	and	CCONJ
cet-1160	12	9	gasoline	gasoline	NOUN
cet-1160	12	10	prices	price	NOUN
cet-1160	12	11	are	be	AUX
cet-1160	12	12	rising	rise	VERB
cet-1160	12	13	.	.	PUNCT
cet-1160	13	1	due	due	ADP
cet-1160	13	2	to	to	ADP
cet-1160	13	3	the	the	DET
cet-1160	13	4	many	many	ADJ
cet-1160	13	5	advantages	advantage	NOUN
cet-1160	13	6	of	of	ADP
cet-1160	13	7	new	new	ADJ
cet-1160	13	8	energy	energy	NOUN
cet-1160	13	9	,	,	PUNCT
cet-1160	13	10	the	the	DET
cet-1160	13	11	research	research	NOUN
cet-1160	13	12	of	of	ADP
cet-1160	13	13	electric	electric	ADJ
cet-1160	13	14	vehicle	vehicle	NOUN
cet-1160	13	15	has	have	AUX
cet-1160	13	16	become	become	VERB
cet-1160	13	17	the	the	DET
cet-1160	13	18	mainstream	mainstream	NOUN
cet-1160	13	19	of	of	ADP
cet-1160	13	20	the	the	DET
cet-1160	13	21	development	development	NOUN
cet-1160	13	22	of	of	ADP
cet-1160	13	23	automobile	automobile	NOUN
cet-1160	13	24	industry	industry	NOUN
cet-1160	13	25	.	.	PUNCT
cet-1160	14	1	electric	electric	ADJ
cet-1160	14	2	vehicle	vehicle	NOUN
cet-1160	14	3	is	be	AUX
cet-1160	14	4	a	a	DET
cet-1160	14	5	kind	kind	NOUN
cet-1160	14	6	of	of	ADP
cet-1160	14	7	zero	zero	NUM
cet-1160	14	8	pollution	pollution	NOUN
cet-1160	14	9	emission	emission	NOUN
cet-1160	14	10	vehicles	vehicle	NOUN
cet-1160	14	11	with	with	ADP
cet-1160	14	12	battery	battery	NOUN
cet-1160	14	13	.	.	PUNCT
cet-1160	15	1	as	as	ADP
cet-1160	15	2	a	a	DET
cet-1160	15	3	new	new	ADJ
cet-1160	15	4	type	type	NOUN
cet-1160	15	5	of	of	ADP
cet-1160	15	6	high	high	ADJ
cet-1160	15	7	energy	energy	NOUN
cet-1160	15	8	storage	storage	NOUN
cet-1160	15	9	battery	battery	NOUN
cet-1160	15	10	developed	develop	VERB
cet-1160	15	11	in	in	ADP
cet-1160	15	12	recent	recent	ADJ
cet-1160	15	13	years	year	NOUN
cet-1160	15	14	,	,	PUNCT
cet-1160	15	15	nickel	nickel	NOUN
cet-1160	15	16	metal	metal	NOUN
cet-1160	15	17	hydride	hydride	NOUN
cet-1160	15	18	battery	battery	NOUN
cet-1160	15	19	has	have	VERB
cet-1160	15	20	the	the	DET
cet-1160	15	21	characteristics	characteristic	NOUN
cet-1160	15	22	of	of	ADP
cet-1160	15	23	high	high	ADJ
cet-1160	15	24	specific	specific	ADJ
cet-1160	15	25	power	power	NOUN
cet-1160	15	26	,	,	PUNCT
cet-1160	15	27	no	no	DET
cet-1160	15	28	pollution	pollution	NOUN
cet-1160	15	29	and	and	CCONJ
cet-1160	15	30	high	high	ADJ
cet-1160	15	31	safety	safety	NOUN
cet-1160	15	32	.	.	PUNCT
cet-1160	16	1	after	after	ADP
cet-1160	16	2	extensive	extensive	ADJ
cet-1160	16	3	verification	verification	NOUN
cet-1160	16	4	,	,	PUNCT
cet-1160	16	5	nickel	nickel	NOUN
cet-1160	16	6	hydrogen	hydrogen	NOUN
cet-1160	16	7	batteries	battery	NOUN
cet-1160	16	8	have	have	AUX
cet-1160	16	9	been	be	AUX
cet-1160	16	10	large	large	ADJ
cet-1160	16	11	-	-	PUNCT
cet-1160	16	12	scale	scale	NOUN
cet-1160	16	13	production	production	NOUN
cet-1160	16	14	and	and	CCONJ
cet-1160	16	15	occupy	occupy	VERB
cet-1160	16	16	a	a	DET
cet-1160	16	17	huge	huge	ADJ
cet-1160	16	18	share	share	NOUN
cet-1160	16	19	of	of	ADP
cet-1160	16	20	the	the	DET
cet-1160	16	21	market	market	NOUN
cet-1160	16	22	.	.	PUNCT
cet-1160	17	1	at	at	ADP
cet-1160	17	2	present	present	ADJ
cet-1160	17	3	,	,	PUNCT
cet-1160	17	4	the	the	DET
cet-1160	17	5	main	main	ADJ
cet-1160	17	6	performance	performance	NOUN
cet-1160	17	7	of	of	ADP
cet-1160	17	8	power	power	NOUN
cet-1160	17	9	batteries	battery	NOUN
cet-1160	17	10	can	can	AUX
cet-1160	17	11	be	be	AUX
cet-1160	17	12	seen	see	VERB
cet-1160	17	13	from	from	ADP
cet-1160	17	14	table	table	NOUN
cet-1160	17	15	1	1	NUM
cet-1160	17	16	as	as	SCONJ
cet-1160	17	17	follows	follow	VERB
cet-1160	17	18	table	table	NOUN
cet-1160	17	19	1	1	NUM
cet-1160	17	20	:	:	PUNCT
cet-1160	17	21	the	the	DET
cet-1160	17	22	main	main	ADJ
cet-1160	17	23	performance	performance	NOUN
cet-1160	17	24	of	of	ADP
cet-1160	17	25	power	power	NOUN
cet-1160	17	26	batteries	battery	NOUN
cet-1160	17	27	battery	battery	NOUN
cet-1160	17	28	type	type	NOUN
cet-1160	17	29	mass	mass	NOUN
cet-1160	17	30	specific	specific	ADJ
cet-1160	17	31	energy	energy	NOUN
cet-1160	17	32	mass	mass	NOUN
cet-1160	17	33	specific	specific	ADJ
cet-1160	17	34	power	power	NOUN
cet-1160	17	35	cycle	cycle	NOUN
cet-1160	17	36	times	times	PROPN
cet-1160	17	37	safety	safety	NOUN
cet-1160	17	38	economic	economic	ADJ
cet-1160	17	39	efficiency	efficiency	NOUN
cet-1160	17	40	environmental	environmental	ADJ
cet-1160	17	41	friendliness	friendliness	ADJ
cet-1160	17	42	comprehensive	comprehensive	ADJ
cet-1160	17	43	performance	performance	NOUN
cet-1160	17	44	lead	lead	NOUN
cet-1160	17	45	-	-	PUNCT
cet-1160	17	46	acid	acid	NOUN
cet-1160	17	47	battery	battery	NOUN
cet-1160	17	48	30	30	NUM
cet-1160	17	49	-	-	SYM
cet-1160	17	50	35	35	NUM
cet-1160	17	51	80	80	NUM
cet-1160	17	52	-	-	SYM
cet-1160	17	53	110	110	NUM
cet-1160	17	54	200300	200300	NUM
cet-1160	17	55	high	high	ADJ
cet-1160	17	56	high	high	ADJ
cet-1160	17	57	low	low	ADJ
cet-1160	17	58	poor	poor	ADJ
cet-1160	17	59	nickelcadmium	nickelcadmium	NOUN
cet-1160	17	60	battery	battery	NOUN
cet-1160	17	61	33	33	NUM
cet-1160	17	62	-	-	SYM
cet-1160	17	63	47	47	NUM
cet-1160	17	64	45	45	NUM
cet-1160	17	65	-	-	SYM
cet-1160	17	66	65	65	NUM
cet-1160	17	67	500	500	NUM
cet-1160	17	68	high	high	ADJ
cet-1160	17	69	high	high	ADJ
cet-1160	17	70	low	low	ADJ
cet-1160	17	71	poor	poor	ADJ
cet-1160	17	72	nickel	nickel	NOUN
cet-1160	17	73	metal	metal	NOUN
cet-1160	17	74	hydride	hydride	NOUN
cet-1160	17	75	battery	battery	NOUN
cet-1160	17	76	40	40	NUM
cet-1160	17	77	-	-	SYM
cet-1160	17	78	60	60	NUM
cet-1160	17	79	8001350	8001350	NUM
cet-1160	17	80	>	>	SYM
cet-1160	17	81	1000	1000	NUM
cet-1160	17	82	high	high	ADJ
cet-1160	17	83	high	high	ADJ
cet-1160	17	84	medium	medium	ADJ
cet-1160	17	85	high	high	ADJ
cet-1160	17	86	good	good	ADJ
cet-1160	17	87	lithium	lithium	NOUN
cet-1160	17	88	-	-	PUNCT
cet-1160	17	89	ion	ion	NOUN
cet-1160	17	90	battery	battery	NOUN
cet-1160	17	91	110	110	NUM
cet-1160	17	92	-	-	SYM
cet-1160	17	93	130	130	NUM
cet-1160	17	94	8001300	8001300	NUM
cet-1160	17	95	>	>	SYM
cet-1160	17	96	1000	1000	NUM
cet-1160	17	97	low	low	ADJ
cet-1160	17	98	low	low	ADJ
cet-1160	17	99	medium	medium	ADJ
cet-1160	17	100	poor	poor	ADJ
cet-1160	17	101	lithium	lithium	NOUN
cet-1160	17	102	iron	iron	NOUN
cet-1160	17	103	phosphate	phosphate	NOUN
cet-1160	17	104	battery	battery	NOUN
cet-1160	17	105	85	85	NUM
cet-1160	17	106	-	-	SYM
cet-1160	17	107	100	100	NUM
cet-1160	17	108	6001300	6001300	NUM
cet-1160	17	109	>	>	SYM
cet-1160	17	110	1000	1000	NUM
cet-1160	17	111	medium	medium	NOUN
cet-1160	17	112	-low	-low	PUNCT
cet-1160	17	113	medium	medium	ADJ
cet-1160	17	114	low	low	ADJ
cet-1160	17	115	medium	medium	ADJ
cet-1160	17	116	medium	medium	ADJ
cet-1160	17	117	-poor	-poor	NOUN
cet-1160	17	118	doi	doi	NOUN
cet-1160	17	119	:	:	PUNCT
cet-1160	17	120	10.3303	10.3303	NUM
cet-1160	17	121	/	/	SYM
cet-1160	17	122	cet1759094	cet1759094	NOUN
cet-1160	17	123	please	please	INTJ
cet-1160	17	124	cite	cite	VERB
cet-1160	17	125	this	this	DET
cet-1160	17	126	article	article	NOUN
cet-1160	17	127	as	as	ADP
cet-1160	17	128	:	:	PUNCT
cet-1160	17	129	yuhong	yuhong	PROPN
cet-1160	17	130	du	du	PROPN
cet-1160	17	131	,	,	PUNCT
cet-1160	17	132	2017	2017	NUM
cet-1160	17	133	,	,	PUNCT
cet-1160	17	134	research	research	NOUN
cet-1160	17	135	on	on	ADP
cet-1160	17	136	the	the	DET
cet-1160	17	137	prediction	prediction	NOUN
cet-1160	17	138	of	of	ADP
cet-1160	17	139	nickel	nickel	NOUN
cet-1160	17	140	-	-	PUNCT
cet-1160	17	141	metal	metal	NOUN
cet-1160	17	142	hydride	hydride	NOUN
cet-1160	17	143	battery	battery	NOUN
cet-1160	17	144	capacity	capacity	NOUN
cet-1160	17	145	based	base	VERB
cet-1160	17	146	on	on	ADP
cet-1160	17	147	artificial	artificial	ADJ
cet-1160	17	148	intelligence	intelligence	NOUN
cet-1160	17	149	algorithm	algorithm	NOUN
cet-1160	17	150	,	,	PUNCT
cet-1160	17	151	chemical	chemical	NOUN
cet-1160	17	152	engineering	engineering	NOUN
cet-1160	17	153	transactions	transaction	NOUN
cet-1160	17	154	,	,	PUNCT
cet-1160	17	155	59	59	NUM
cet-1160	17	156	,	,	PUNCT
cet-1160	17	157	559	559	NUM
cet-1160	17	158	-	-	SYM
cet-1160	17	159	564	564	NUM
cet-1160	17	160	doi:10.3303	doi:10.3303	NOUN
cet-1160	17	161	/	/	SYM
cet-1160	17	162	cet1759094	cet1759094	NOUN
cet-1160	17	163	559	559	NUM
cet-1160	17	164	an	an	DET
cet-1160	17	165	artificial	artificial	ADJ
cet-1160	17	166	neural	neural	ADJ
cet-1160	17	167	network	network	NOUN
cet-1160	17	168	prediction	prediction	NOUN
cet-1160	17	169	model	model	NOUN
cet-1160	17	170	was	be	AUX
cet-1160	17	171	used	use	VERB
cet-1160	17	172	to	to	PART
cet-1160	17	173	research	research	VERB
cet-1160	17	174	the	the	DET
cet-1160	17	175	temperature	temperature	NOUN
cet-1160	17	176	of	of	ADP
cet-1160	17	177	ni	ni	PROPN
cet-1160	17	178	-	-	PROPN
cet-1160	17	179	mh	mh	PROPN
cet-1160	17	180	(	(	PUNCT
cet-1160	17	181	fang	fang	X
cet-1160	17	182	et	et	PROPN
cet-1160	17	183	al	al	PROPN
cet-1160	17	184	.	.	PROPN
cet-1160	17	185	,	,	PUNCT
cet-1160	17	186	2012	2012	NUM
cet-1160	17	187	)	)	PUNCT
cet-1160	17	188	.	.	PUNCT
cet-1160	18	1	the	the	DET
cet-1160	18	2	researchers	researcher	NOUN
cet-1160	18	3	used	use	VERB
cet-1160	18	4	the	the	DET
cet-1160	18	5	linear	linear	ADJ
cet-1160	18	6	regression	regression	NOUN
cet-1160	18	7	method	method	NOUN
cet-1160	18	8	to	to	PART
cet-1160	18	9	predict	predict	VERB
cet-1160	18	10	the	the	DET
cet-1160	18	11	model	model	NOUN
cet-1160	18	12	at	at	ADP
cet-1160	18	13	different	different	ADJ
cet-1160	18	14	temperatures	temperature	NOUN
cet-1160	18	15	.	.	PUNCT
cet-1160	19	1	the	the	DET
cet-1160	19	2	model	model	NOUN
cet-1160	19	3	predicted	predict	VERB
cet-1160	19	4	battery	battery	NOUN
cet-1160	19	5	temperature	temperature	NOUN
cet-1160	19	6	under	under	ADP
cet-1160	19	7	different	different	ADJ
cet-1160	19	8	temperatures	temperature	NOUN
cet-1160	19	9	of	of	ADP
cet-1160	19	10	50	50	NUM
cet-1160	19	11	degrees	degree	NOUN
cet-1160	19	12	,	,	PUNCT
cet-1160	19	13	60	60	NUM
cet-1160	19	14	degrees	degree	NOUN
cet-1160	19	15	,	,	PUNCT
cet-1160	19	16	70	70	NUM
cet-1160	19	17	degrees	degree	NOUN
cet-1160	19	18	and	and	CCONJ
cet-1160	19	19	achieved	achieve	VERB
cet-1160	19	20	excellent	excellent	ADJ
cet-1160	19	21	prediction	prediction	NOUN
cet-1160	19	22	results	result	NOUN
cet-1160	19	23	.	.	PUNCT
cet-1160	20	1	a	a	DET
cet-1160	20	2	new	new	ADJ
cet-1160	20	3	thermal	thermal	ADJ
cet-1160	20	4	model	model	NOUN
cet-1160	20	5	was	be	AUX
cet-1160	20	6	used	use	VERB
cet-1160	20	7	to	to	PART
cet-1160	20	8	research	research	VERB
cet-1160	20	9	on	on	ADP
cet-1160	20	10	the	the	DET
cet-1160	20	11	nickel	nickel	NOUN
cet-1160	20	12	metal	metal	NOUN
cet-1160	20	13	hydride	hydride	NOUN
cet-1160	20	14	battery	battery	NOUN
cet-1160	20	15	fast	fast	ADV
cet-1160	20	16	charging	charge	VERB
cet-1160	20	17	thermal	thermal	ADJ
cet-1160	20	18	behavior	behavior	NOUN
cet-1160	20	19	at	at	ADP
cet-1160	20	20	constant	constant	ADJ
cet-1160	20	21	currents	current	NOUN
cet-1160	20	22	(	(	PUNCT
cet-1160	20	23	peyman	peyman	NOUN
cet-1160	20	24	et	et	PROPN
cet-1160	20	25	al	al	PROPN
cet-1160	20	26	.	.	PROPN
cet-1160	20	27	,	,	PUNCT
cet-1160	20	28	2014	2014	NUM
cet-1160	20	29	)	)	PUNCT
cet-1160	20	30	.	.	PUNCT
cet-1160	21	1	the	the	DET
cet-1160	21	2	numerical	numerical	ADJ
cet-1160	21	3	model	model	NOUN
cet-1160	21	4	was	be	AUX
cet-1160	21	5	established	establish	VERB
cet-1160	21	6	and	and	CCONJ
cet-1160	21	7	the	the	DET
cet-1160	21	8	experimental	experimental	ADJ
cet-1160	21	9	results	result	NOUN
cet-1160	21	10	showed	show	VERB
cet-1160	21	11	that	that	SCONJ
cet-1160	21	12	when	when	SCONJ
cet-1160	21	13	the	the	DET
cet-1160	21	14	charging	charge	VERB
cet-1160	21	15	current	current	NOUN
cet-1160	21	16	increased	increase	VERB
cet-1160	21	17	,	,	PUNCT
cet-1160	21	18	the	the	DET
cet-1160	21	19	charging	charge	VERB
cet-1160	21	20	efficiency	efficiency	NOUN
cet-1160	21	21	decreased	decrease	VERB
cet-1160	21	22	.	.	PUNCT
cet-1160	22	1	a	a	DET
cet-1160	22	2	distributed	distribute	VERB
cet-1160	22	3	model	model	NOUN
cet-1160	22	4	was	be	AUX
cet-1160	22	5	proposed	propose	VERB
cet-1160	22	6	for	for	ADP
cet-1160	22	7	nickel	nickel	NOUN
cet-1160	22	8	metal	metal	NOUN
cet-1160	22	9	hydride	hydride	NOUN
cet-1160	22	10	battery	battery	NOUN
cet-1160	22	11	of	of	ADP
cet-1160	22	12	new	new	ADJ
cet-1160	22	13	la2mgni9	la2mgni9	NOUN
cet-1160	22	14	alloy	alloy	NOUN
cet-1160	22	15	(	(	PUNCT
cet-1160	22	16	gabis	gabis	NOUN
cet-1160	22	17	et	et	PROPN
cet-1160	22	18	al	al	PROPN
cet-1160	22	19	.	.	PROPN
cet-1160	22	20	,	,	PUNCT
cet-1160	22	21	(	(	PUNCT
cet-1160	22	22	2015	2015	NUM
cet-1160	22	23	)	)	PUNCT
cet-1160	22	24	)	)	PUNCT
cet-1160	22	25	.	.	PUNCT
cet-1160	23	1	this	this	DET
cet-1160	23	2	mathematical	mathematical	ADJ
cet-1160	23	3	model	model	NOUN
cet-1160	23	4	was	be	AUX
cet-1160	23	5	used	use	VERB
cet-1160	23	6	to	to	PART
cet-1160	23	7	describe	describe	VERB
cet-1160	23	8	the	the	DET
cet-1160	23	9	discharge	discharge	NOUN
cet-1160	23	10	of	of	ADP
cet-1160	23	11	nickel	nickel	NOUN
cet-1160	23	12	metal	metal	NOUN
cet-1160	23	13	hydride	hydride	NOUN
cet-1160	23	14	battery	battery	NOUN
cet-1160	23	15	.	.	PUNCT
cet-1160	24	1	the	the	DET
cet-1160	24	2	design	design	NOUN
cet-1160	24	3	and	and	CCONJ
cet-1160	24	4	implementation	implementation	NOUN
cet-1160	24	5	of	of	ADP
cet-1160	24	6	the	the	DET
cet-1160	24	7	nickel	nickel	NOUN
cet-1160	24	8	metal	metal	NOUN
cet-1160	24	9	hydride	hydride	NOUN
cet-1160	24	10	battery	battery	NOUN
cet-1160	24	11	remaining	remain	VERB
cet-1160	24	12	capacity	capacity	NOUN
cet-1160	24	13	system	system	NOUN
cet-1160	24	14	were	be	AUX
cet-1160	24	15	described	describe	VERB
cet-1160	24	16	in	in	ADP
cet-1160	24	17	detail	detail	NOUN
cet-1160	24	18	(	(	PUNCT
cet-1160	24	19	li	li	PROPN
cet-1160	24	20	,	,	PUNCT
cet-1160	24	21	2004	2004	NUM
cet-1160	24	22	)	)	PUNCT
cet-1160	24	23	.	.	PUNCT
cet-1160	25	1	the	the	DET
cet-1160	25	2	results	result	NOUN
cet-1160	25	3	showed	show	VERB
cet-1160	25	4	that	that	SCONJ
cet-1160	25	5	the	the	DET
cet-1160	25	6	system	system	NOUN
cet-1160	25	7	could	could	AUX
cet-1160	25	8	predict	predict	VERB
cet-1160	25	9	and	and	CCONJ
cet-1160	25	10	correct	correct	VERB
cet-1160	25	11	the	the	DET
cet-1160	25	12	state	state	NOUN
cet-1160	25	13	of	of	ADP
cet-1160	25	14	the	the	DET
cet-1160	25	15	battery	battery	NOUN
cet-1160	25	16	.	.	PUNCT
cet-1160	26	1	the	the	DET
cet-1160	26	2	system	system	NOUN
cet-1160	26	3	not	not	PART
cet-1160	26	4	only	only	ADV
cet-1160	26	5	improved	improve	VERB
cet-1160	26	6	the	the	DET
cet-1160	26	7	prediction	prediction	NOUN
cet-1160	26	8	accuracy	accuracy	NOUN
cet-1160	26	9	,	,	PUNCT
cet-1160	26	10	but	but	CCONJ
cet-1160	26	11	also	also	ADV
cet-1160	26	12	improved	improve	VERB
cet-1160	26	13	the	the	DET
cet-1160	26	14	performance	performance	NOUN
cet-1160	26	15	of	of	ADP
cet-1160	26	16	the	the	DET
cet-1160	26	17	energy	energy	NOUN
cet-1160	26	18	management	management	NOUN
cet-1160	26	19	system	system	NOUN
cet-1160	26	20	.	.	PUNCT
cet-1160	27	1	the	the	DET
cet-1160	27	2	dynamic	dynamic	ADJ
cet-1160	27	3	model	model	NOUN
cet-1160	27	4	of	of	ADP
cet-1160	27	5	the	the	DET
cet-1160	27	6	internal	internal	ADJ
cet-1160	27	7	voltage	voltage	NOUN
cet-1160	27	8	and	and	CCONJ
cet-1160	27	9	the	the	DET
cet-1160	27	10	charging	charge	VERB
cet-1160	27	11	current	current	NOUN
cet-1160	27	12	was	be	AUX
cet-1160	27	13	established	establish	VERB
cet-1160	27	14	.	.	PUNCT
cet-1160	28	1	a	a	DET
cet-1160	28	2	method	method	NOUN
cet-1160	28	3	for	for	ADP
cet-1160	28	4	predicting	predict	VERB
cet-1160	28	5	the	the	DET
cet-1160	28	6	charging	charge	VERB
cet-1160	28	7	power	power	NOUN
cet-1160	28	8	of	of	ADP
cet-1160	28	9	the	the	DET
cet-1160	28	10	battery	battery	NOUN
cet-1160	28	11	by	by	ADP
cet-1160	28	12	the	the	DET
cet-1160	28	13	internal	internal	ADJ
cet-1160	28	14	pressure	pressure	NOUN
cet-1160	28	15	during	during	ADP
cet-1160	28	16	the	the	DET
cet-1160	28	17	battery	battery	NOUN
cet-1160	28	18	charging	charging	NOUN
cet-1160	28	19	process	process	NOUN
cet-1160	28	20	was	be	AUX
cet-1160	28	21	proposed	propose	VERB
cet-1160	28	22	(	(	PUNCT
cet-1160	28	23	liu	liu	PROPN
cet-1160	28	24	,	,	PUNCT
cet-1160	28	25	2016	2016	NUM
cet-1160	28	26	)	)	PUNCT
cet-1160	28	27	.	.	PUNCT
cet-1160	29	1	the	the	DET
cet-1160	29	2	method	method	NOUN
cet-1160	29	3	could	could	AUX
cet-1160	29	4	realize	realize	VERB
cet-1160	29	5	the	the	DET
cet-1160	29	6	fast	fast	ADJ
cet-1160	29	7	charging	charging	NOUN
cet-1160	29	8	of	of	ADP
cet-1160	29	9	the	the	DET
cet-1160	29	10	battery	battery	NOUN
cet-1160	29	11	with	with	ADP
cet-1160	29	12	high	high	ADJ
cet-1160	29	13	efficiency	efficiency	NOUN
cet-1160	29	14	.	.	PUNCT
cet-1160	30	1	neural	neural	ADJ
cet-1160	30	2	network	network	NOUN
cet-1160	30	3	was	be	AUX
cet-1160	30	4	an	an	DET
cet-1160	30	5	important	important	ADJ
cet-1160	30	6	branch	branch	NOUN
cet-1160	30	7	of	of	ADP
cet-1160	30	8	artificial	artificial	ADJ
cet-1160	30	9	intelligence	intelligence	NOUN
cet-1160	30	10	.	.	PUNCT
cet-1160	31	1	the	the	DET
cet-1160	31	2	neural	neural	ADJ
cet-1160	31	3	network	network	NOUN
cet-1160	31	4	is	be	AUX
cet-1160	31	5	the	the	DET
cet-1160	31	6	method	method	NOUN
cet-1160	31	7	and	and	CCONJ
cet-1160	31	8	theory	theory	NOUN
cet-1160	31	9	of	of	ADP
cet-1160	31	10	intelligent	intelligent	ADJ
cet-1160	31	11	computing	computing	NOUN
cet-1160	31	12	based	base	VERB
cet-1160	31	13	on	on	ADP
cet-1160	31	14	the	the	DET
cet-1160	31	15	research	research	NOUN
cet-1160	31	16	of	of	ADP
cet-1160	31	17	the	the	DET
cet-1160	31	18	intelligent	intelligent	ADJ
cet-1160	31	19	information	information	NOUN
cet-1160	31	20	processing	processing	NOUN
cet-1160	31	21	ability	ability	NOUN
cet-1160	31	22	of	of	ADP
cet-1160	31	23	the	the	DET
cet-1160	31	24	human	human	ADJ
cet-1160	31	25	brain	brain	NOUN
cet-1160	31	26	(	(	PUNCT
cet-1160	31	27	mircea	mircea	PROPN
cet-1160	31	28	et	et	PROPN
cet-1160	31	29	al	al	PROPN
cet-1160	31	30	.	.	PROPN
cet-1160	31	31	,	,	PUNCT
cet-1160	31	32	2017	2017	NUM
cet-1160	31	33	)	)	PUNCT
cet-1160	31	34	.	.	PUNCT
cet-1160	32	1	artificial	artificial	ADJ
cet-1160	32	2	neural	neural	ADJ
cet-1160	32	3	network	network	NOUN
cet-1160	32	4	is	be	AUX
cet-1160	32	5	established	establish	VERB
cet-1160	32	6	by	by	ADP
cet-1160	32	7	artificial	artificial	ADJ
cet-1160	32	8	neural	neural	ADJ
cet-1160	32	9	topology	topology	NOUN
cet-1160	32	10	and	and	CCONJ
cet-1160	32	11	simulates	simulate	VERB
cet-1160	32	12	the	the	DET
cet-1160	32	13	human	human	ADJ
cet-1160	32	14	brain	brain	NOUN
cet-1160	32	15	to	to	PART
cet-1160	32	16	learn	learn	VERB
cet-1160	32	17	knowledge	knowledge	NOUN
cet-1160	32	18	and	and	CCONJ
cet-1160	32	19	solve	solve	VERB
cet-1160	32	20	the	the	DET
cet-1160	32	21	problem	problem	NOUN
cet-1160	32	22	.	.	PUNCT
cet-1160	33	1	the	the	DET
cet-1160	33	2	neural	neural	ADJ
cet-1160	33	3	network	network	NOUN
cet-1160	33	4	has	have	VERB
cet-1160	33	5	an	an	DET
cet-1160	33	6	extensive	extensive	ADJ
cet-1160	33	7	application	application	NOUN
cet-1160	33	8	field	field	NOUN
cet-1160	33	9	in	in	ADP
cet-1160	33	10	the	the	DET
cet-1160	33	11	power	power	NOUN
cet-1160	33	12	grid	grid	NOUN
cet-1160	33	13	(	(	PUNCT
cet-1160	33	14	hu	hu	PROPN
cet-1160	33	15	et	et	PROPN
cet-1160	33	16	al	al	PROPN
cet-1160	33	17	.	.	PROPN
cet-1160	33	18	,	,	PUNCT
cet-1160	33	19	2016	2016	NUM
cet-1160	33	20	)	)	PUNCT
cet-1160	33	21	,	,	PUNCT
cet-1160	33	22	fusion	fusion	NOUN
cet-1160	33	23	(	(	PUNCT
cet-1160	33	24	wang	wang	PROPN
cet-1160	33	25	et	et	PROPN
cet-1160	33	26	al	al	PROPN
cet-1160	33	27	.	.	PROPN
cet-1160	33	28	,	,	PUNCT
cet-1160	33	29	2016	2016	NUM
cet-1160	33	30	)	)	PUNCT
cet-1160	33	31	and	and	CCONJ
cet-1160	33	32	so	so	ADV
cet-1160	33	33	on	on	ADV
cet-1160	33	34	.	.	PUNCT
cet-1160	34	1	bp	bp	PROPN
cet-1160	34	2	neural	neural	PROPN
cet-1160	34	3	network	network	PROPN
cet-1160	34	4	uses	use	VERB
cet-1160	34	5	the	the	DET
cet-1160	34	6	sigmoid	sigmoid	NOUN
cet-1160	34	7	function	function	NOUN
cet-1160	34	8	as	as	ADP
cet-1160	34	9	a	a	DET
cet-1160	34	10	transfer	transfer	NOUN
cet-1160	34	11	function	function	NOUN
cet-1160	34	12	with	with	ADP
cet-1160	34	13	a	a	DET
cet-1160	34	14	strict	strict	ADJ
cet-1160	34	15	structure	structure	NOUN
cet-1160	34	16	,	,	PUNCT
cet-1160	34	17	operability	operability	NOUN
cet-1160	34	18	and	and	CCONJ
cet-1160	34	19	other	other	ADJ
cet-1160	34	20	characteristics	characteristic	NOUN
cet-1160	34	21	(	(	PUNCT
cet-1160	34	22	wang	wang	PROPN
cet-1160	34	23	et	et	PROPN
cet-1160	34	24	al	al	PROPN
cet-1160	34	25	.	.	PROPN
cet-1160	34	26	,	,	PUNCT
cet-1160	34	27	2013	2013	NUM
cet-1160	34	28	)	)	PUNCT
cet-1160	34	29	.	.	PUNCT
cet-1160	35	1	bp	bp	PROPN
cet-1160	35	2	neural	neural	PROPN
cet-1160	35	3	network	network	NOUN
cet-1160	35	4	can	can	AUX
cet-1160	35	5	achieve	achieve	VERB
cet-1160	35	6	output	output	NOUN
cet-1160	35	7	and	and	CCONJ
cet-1160	35	8	input	input	NOUN
cet-1160	35	9	nonlinear	nonlinear	ADJ
cet-1160	35	10	mapping	mapping	NOUN
cet-1160	35	11	.	.	PUNCT
cet-1160	36	1	in	in	ADP
cet-1160	36	2	this	this	DET
cet-1160	36	3	paper	paper	NOUN
cet-1160	36	4	,	,	PUNCT
cet-1160	36	5	we	we	PRON
cet-1160	36	6	propose	propose	VERB
cet-1160	36	7	an	an	DET
cet-1160	36	8	improved	improved	ADJ
cet-1160	36	9	bp	bp	PROPN
cet-1160	36	10	neural	neural	ADJ
cet-1160	36	11	network	network	NOUN
cet-1160	36	12	to	to	PART
cet-1160	36	13	predict	predict	VERB
cet-1160	36	14	the	the	DET
cet-1160	36	15	capacity	capacity	NOUN
cet-1160	36	16	of	of	ADP
cet-1160	36	17	nickel	nickel	NOUN
cet-1160	36	18	metal	metal	NOUN
cet-1160	36	19	hydride	hydride	NOUN
cet-1160	36	20	battery	battery	NOUN
cet-1160	36	21	.	.	PUNCT
cet-1160	37	1	the	the	DET
cet-1160	37	2	traditional	traditional	ADJ
cet-1160	37	3	bp	bp	PROPN
cet-1160	37	4	model	model	NOUN
cet-1160	37	5	is	be	AUX
cet-1160	37	6	improved	improve	VERB
cet-1160	37	7	and	and	CCONJ
cet-1160	37	8	the	the	DET
cet-1160	37	9	combined	combine	VERB
cet-1160	37	10	with	with	ADP
cet-1160	37	11	the	the	DET
cet-1160	37	12	ga	ga	PROPN
cet-1160	37	13	to	to	PART
cet-1160	37	14	form	form	VERB
cet-1160	37	15	a	a	DET
cet-1160	37	16	new	new	ADJ
cet-1160	37	17	improved	improved	ADJ
cet-1160	37	18	algorithm	algorithm	NOUN
cet-1160	37	19	.	.	PUNCT
cet-1160	38	1	the	the	DET
cet-1160	38	2	first	first	ADJ
cet-1160	38	3	part	part	NOUN
cet-1160	38	4	of	of	ADP
cet-1160	38	5	this	this	DET
cet-1160	38	6	paper	paper	NOUN
cet-1160	38	7	is	be	AUX
cet-1160	38	8	the	the	DET
cet-1160	38	9	introduction	introduction	NOUN
cet-1160	38	10	.	.	PUNCT
cet-1160	39	1	the	the	DET
cet-1160	39	2	first	first	ADJ
cet-1160	39	3	part	part	NOUN
cet-1160	39	4	introduces	introduce	VERB
cet-1160	39	5	the	the	DET
cet-1160	39	6	basic	basic	ADJ
cet-1160	39	7	information	information	NOUN
cet-1160	39	8	.	.	PUNCT
cet-1160	40	1	the	the	DET
cet-1160	40	2	second	second	ADJ
cet-1160	40	3	part	part	NOUN
cet-1160	40	4	is	be	AUX
cet-1160	40	5	the	the	DET
cet-1160	40	6	working	working	ADJ
cet-1160	40	7	principle	principle	NOUN
cet-1160	40	8	of	of	ADP
cet-1160	40	9	nickel	nickel	NOUN
cet-1160	40	10	metal	metal	NOUN
cet-1160	40	11	hydride	hydride	NOUN
cet-1160	40	12	battery	battery	NOUN
cet-1160	40	13	.	.	PUNCT
cet-1160	41	1	the	the	DET
cet-1160	41	2	third	third	ADJ
cet-1160	41	3	part	part	NOUN
cet-1160	41	4	introduces	introduce	VERB
cet-1160	41	5	the	the	DET
cet-1160	41	6	traditional	traditional	ADJ
cet-1160	41	7	bp	bp	PROPN
cet-1160	41	8	neural	neural	ADJ
cet-1160	41	9	network	network	NOUN
cet-1160	41	10	.	.	PUNCT
cet-1160	42	1	the	the	DET
cet-1160	42	2	fourth	fourth	ADJ
cet-1160	42	3	part	part	NOUN
cet-1160	42	4	is	be	AUX
cet-1160	42	5	the	the	DET
cet-1160	42	6	improved	improve	VERB
cet-1160	42	7	bp	bp	PROPN
cet-1160	42	8	neural	neural	ADJ
cet-1160	42	9	network	network	NOUN
cet-1160	42	10	algorithm	algorithm	NOUN
cet-1160	42	11	.	.	PUNCT
cet-1160	43	1	in	in	ADP
cet-1160	43	2	the	the	DET
cet-1160	43	3	fourth	fourth	ADJ
cet-1160	43	4	part	part	NOUN
cet-1160	43	5	,	,	PUNCT
cet-1160	43	6	we	we	PRON
cet-1160	43	7	propose	propose	VERB
cet-1160	43	8	a	a	DET
cet-1160	43	9	new	new	ADJ
cet-1160	43	10	bp	bp	PROPN
cet-1160	43	11	neural	neural	ADJ
cet-1160	43	12	network	network	NOUN
cet-1160	43	13	algorithm	algorithm	NOUN
cet-1160	43	14	which	which	PRON
cet-1160	43	15	is	be	AUX
cet-1160	43	16	combined	combine	VERB
cet-1160	43	17	with	with	ADP
cet-1160	43	18	the	the	DET
cet-1160	43	19	ga	ga	PROPN
cet-1160	43	20	.	.	PUNCT
cet-1160	44	1	the	the	DET
cet-1160	44	2	fifth	fifth	ADJ
cet-1160	44	3	part	part	NOUN
cet-1160	44	4	is	be	AUX
cet-1160	44	5	the	the	DET
cet-1160	44	6	experiment	experiment	NOUN
cet-1160	44	7	and	and	CCONJ
cet-1160	44	8	the	the	DET
cet-1160	44	9	last	last	ADJ
cet-1160	44	10	part	part	NOUN
cet-1160	44	11	is	be	AUX
cet-1160	44	12	the	the	DET
cet-1160	44	13	conclusion	conclusion	NOUN
cet-1160	44	14	.	.	PUNCT
cet-1160	45	1	2	2	X
cet-1160	45	2	.	.	X
cet-1160	45	3	working	work	VERB
cet-1160	45	4	principle	principle	NOUN
cet-1160	45	5	of	of	ADP
cet-1160	45	6	nickel	nickel	NOUN
cet-1160	45	7	metal	metal	NOUN
cet-1160	45	8	hydride	hydride	NOUN
cet-1160	45	9	battery	battery	NOUN
cet-1160	45	10	with	with	ADP
cet-1160	45	11	the	the	DET
cet-1160	45	12	continuous	continuous	ADJ
cet-1160	45	13	development	development	NOUN
cet-1160	45	14	of	of	ADP
cet-1160	45	15	battery	battery	NOUN
cet-1160	45	16	technology	technology	NOUN
cet-1160	45	17	,	,	PUNCT
cet-1160	45	18	there	there	PRON
cet-1160	45	19	have	have	AUX
cet-1160	45	20	been	be	AUX
cet-1160	45	21	many	many	ADJ
cet-1160	45	22	batteries	battery	NOUN
cet-1160	45	23	,	,	PUNCT
cet-1160	45	24	such	such	ADJ
cet-1160	45	25	as	as	ADP
cet-1160	45	26	lead	lead	ADJ
cet-1160	45	27	-	-	PUNCT
cet-1160	45	28	acid	acid	NOUN
cet-1160	45	29	batteries	battery	NOUN
cet-1160	45	30	,	,	PUNCT
cet-1160	45	31	lithium	lithium	NOUN
cet-1160	45	32	batteries	battery	NOUN
cet-1160	45	33	,	,	PUNCT
cet-1160	45	34	etc	etc	X
cet-1160	45	35	.	.	X
cet-1160	46	1	ni	ni	PROPN
cet-1160	46	2	-	-	PROPN
cet-1160	46	3	mh	mh	PROPN
cet-1160	46	4	battery	battery	NOUN
cet-1160	46	5	capacity	capacity	NOUN
cet-1160	46	6	is	be	AUX
cet-1160	46	7	higher	high	ADJ
cet-1160	46	8	than	than	ADP
cet-1160	46	9	the	the	DET
cet-1160	46	10	general	general	ADJ
cet-1160	46	11	battery	battery	NOUN
cet-1160	46	12	and	and	CCONJ
cet-1160	46	13	can	can	AUX
cet-1160	46	14	eliminate	eliminate	VERB
cet-1160	46	15	environmental	environmental	ADJ
cet-1160	46	16	pollution	pollution	NOUN
cet-1160	46	17	of	of	ADP
cet-1160	46	18	heavy	heavy	ADJ
cet-1160	46	19	metal	metal	NOUN
cet-1160	46	20	elements	element	NOUN
cet-1160	46	21	.	.	PUNCT
cet-1160	47	1	nickel	nickel	NOUN
cet-1160	47	2	metal	metal	NOUN
cet-1160	47	3	hydride	hydride	NOUN
cet-1160	47	4	battery	battery	NOUN
cet-1160	47	5	is	be	AUX
cet-1160	47	6	composed	compose	VERB
cet-1160	47	7	of	of	ADP
cet-1160	47	8	a	a	DET
cet-1160	47	9	positive	positive	ADJ
cet-1160	47	10	electrode	electrode	NOUN
cet-1160	47	11	of	of	ADP
cet-1160	47	12	nickel	nickel	NOUN
cet-1160	47	13	metal	metal	NOUN
cet-1160	47	14	hydride	hydride	NOUN
cet-1160	47	15	,	,	PUNCT
cet-1160	47	16	hydrogen	hydrogen	NOUN
cet-1160	47	17	storage	storage	NOUN
cet-1160	47	18	alloy	alloy	NOUN
cet-1160	47	19	and	and	CCONJ
cet-1160	47	20	alkaline	alkaline	NOUN
cet-1160	47	21	electrolyte	electrolyte	NOUN
cet-1160	47	22	.	.	PUNCT
cet-1160	48	1	at	at	ADP
cet-1160	48	2	the	the	DET
cet-1160	48	3	same	same	ADJ
cet-1160	48	4	time	time	NOUN
cet-1160	48	5	,	,	PUNCT
cet-1160	48	6	the	the	DET
cet-1160	48	7	electrochemical	electrochemical	ADJ
cet-1160	48	8	characteristic	characteristic	NOUN
cet-1160	48	9	of	of	ADP
cet-1160	48	10	the	the	DET
cet-1160	48	11	ni	ni	PROPN
cet-1160	48	12	-	-	PROPN
cet-1160	48	13	mh	mh	PROPN
cet-1160	48	14	battery	battery	NOUN
cet-1160	48	15	is	be	AUX
cet-1160	48	16	similar	similar	ADJ
cet-1160	48	17	with	with	ADP
cet-1160	48	18	the	the	DET
cet-1160	48	19	nickel	nickel	NOUN
cet-1160	48	20	cadmium	cadmium	NOUN
cet-1160	48	21	battery	battery	NOUN
cet-1160	48	22	.	.	PUNCT
cet-1160	49	1	nickel	nickel	NOUN
cet-1160	49	2	metal	metal	NOUN
cet-1160	49	3	hydride	hydride	NOUN
cet-1160	49	4	battery	battery	NOUN
cet-1160	49	5	can	can	AUX
cet-1160	49	6	replace	replace	VERB
cet-1160	49	7	the	the	DET
cet-1160	49	8	nickel	nickel	NOUN
cet-1160	49	9	chromium	chromium	NOUN
cet-1160	49	10	battery	battery	NOUN
cet-1160	49	11	.	.	PUNCT
cet-1160	50	1	during	during	ADP
cet-1160	50	2	charging	charge	VERB
cet-1160	50	3	,	,	PUNCT
cet-1160	50	4	the	the	DET
cet-1160	50	5	chemical	chemical	NOUN
cet-1160	50	6	reaction	reaction	NOUN
cet-1160	50	7	of	of	ADP
cet-1160	50	8	the	the	DET
cet-1160	50	9	anode	anode	NOUN
cet-1160	50	10	is	be	AUX
cet-1160	50	11	as	as	SCONJ
cet-1160	50	12	follows	follow	VERB
cet-1160	50	13	:	:	PUNCT
cet-1160	50	14	2	2	NUM
cet-1160	50	15	2	2	NUM
cet-1160	50	16	(	(	PUNCT
cet-1160	50	17	)	)	PUNCT
cet-1160	50	18	ni	ni	NOUN
cet-1160	51	1	oh	oh	INTJ
cet-1160	51	2	oh	oh	INTJ
cet-1160	51	3	niooh	niooh	INTJ
cet-1160	52	1	h	h	NOUN
cet-1160	52	2	o	o	NOUN
cet-1160	52	3	e−	e−	PROPN
cet-1160	52	4	−+	−+	PROPN
cet-1160	52	5	→	→	PUNCT
cet-1160	53	1	+	+	CCONJ
cet-1160	53	2	+	+	CCONJ
cet-1160	53	3	(	(	PUNCT
cet-1160	53	4	1	1	X
cet-1160	53	5	)	)	PUNCT
cet-1160	53	6	the	the	DET
cet-1160	53	7	chemical	chemical	NOUN
cet-1160	53	8	reaction	reaction	NOUN
cet-1160	53	9	of	of	ADP
cet-1160	53	10	the	the	DET
cet-1160	53	11	cathode	cathode	NOUN
cet-1160	53	12	is	be	AUX
cet-1160	53	13	as	as	SCONJ
cet-1160	53	14	follows	follow	VERB
cet-1160	53	15	:	:	PUNCT
cet-1160	53	16	2	2	NUM
cet-1160	53	17	xm	xm	NUM
cet-1160	54	1	xh	xh	PROPN
cet-1160	54	2	o	o	PROPN
cet-1160	54	3	xe	xe	PROPN
cet-1160	54	4	mh	mh	PROPN
cet-1160	54	5	xoh	xoh	PROPN
cet-1160	54	6	−+	−+	PROPN
cet-1160	54	7	+	+	X
cet-1160	54	8	→	→	SYM
cet-1160	54	9	+	+	CCONJ
cet-1160	54	10	(	(	PUNCT
cet-1160	54	11	2	2	X
cet-1160	54	12	)	)	PUNCT
cet-1160	54	13	m	m	VERB
cet-1160	54	14	is	be	AUX
cet-1160	54	15	hydrogen	hydrogen	NOUN
cet-1160	54	16	storage	storage	NOUN
cet-1160	54	17	alloy	alloy	NOUN
cet-1160	54	18	and	and	CCONJ
cet-1160	54	19	mh	mh	PROPN
cet-1160	54	20	is	be	AUX
cet-1160	54	21	the	the	DET
cet-1160	54	22	hydrogen	hydrogen	NOUN
cet-1160	54	23	storage	storage	NOUN
cet-1160	54	24	alloy	alloy	NOUN
cet-1160	54	25	adsorbed	adsorb	VERB
cet-1160	54	26	hydrogen	hydrogen	NOUN
cet-1160	54	27	atom	atom	NOUN
cet-1160	54	28	.	.	PUNCT
cet-1160	55	1	nickel	nickel	NOUN
cet-1160	55	2	hydrogen	hydrogen	NOUN
cet-1160	55	3	battery	battery	NOUN
cet-1160	55	4	anode	anode	NOUN
cet-1160	55	5	uses	use	VERB
cet-1160	55	6	hydrogen	hydrogen	NOUN
cet-1160	55	7	storage	storage	NOUN
cet-1160	55	8	alloy	alloy	NOUN
cet-1160	55	9	.	.	PUNCT
cet-1160	56	1	the	the	DET
cet-1160	56	2	hydrogen	hydrogen	NOUN
cet-1160	56	3	diffuses	diffuse	VERB
cet-1160	56	4	into	into	ADP
cet-1160	56	5	the	the	DET
cet-1160	56	6	surface	surface	NOUN
cet-1160	56	7	of	of	ADP
cet-1160	56	8	the	the	DET
cet-1160	56	9	electrode	electrode	NOUN
cet-1160	56	10	during	during	ADP
cet-1160	56	11	discharge	discharge	NOUN
cet-1160	56	12	and	and	CCONJ
cet-1160	56	13	generates	generate	VERB
cet-1160	56	14	h2o	h2o	PROPN
cet-1160	56	15	or	or	CCONJ
cet-1160	56	16	h+	h+	PROPN
cet-1160	56	17	.	.	PUNCT
cet-1160	57	1	battery	battery	NOUN
cet-1160	57	2	anode	anode	NOUN
cet-1160	57	3	is	be	AUX
cet-1160	57	4	niooh	niooh	VERB
cet-1160	57	5	.	.	PUNCT
cet-1160	58	1	ni3	ni3	PROPN
cet-1160	59	1	+	+	X
cet-1160	59	2	is	be	AUX
cet-1160	59	3	reduced	reduce	VERB
cet-1160	59	4	to	to	ADP
cet-1160	59	5	ni2	ni2	NOUN
cet-1160	59	6	+	+	NUM
cet-1160	59	7	and	and	CCONJ
cet-1160	59	8	generates	generate	VERB
cet-1160	59	9	ni(oh)2	ni(oh)2	NOUN
cet-1160	59	10	.	.	PUNCT
cet-1160	60	1	when	when	SCONJ
cet-1160	60	2	the	the	DET
cet-1160	60	3	nickel	nickel	NOUN
cet-1160	60	4	metal	metal	NOUN
cet-1160	60	5	hydride	hydride	NOUN
cet-1160	60	6	battery	battery	NOUN
cet-1160	60	7	is	be	AUX
cet-1160	60	8	charged	charge	VERB
cet-1160	60	9	later	later	ADV
cet-1160	60	10	and	and	CCONJ
cet-1160	60	11	overcharge	overcharge	VERB
cet-1160	60	12	,	,	PUNCT
cet-1160	60	13	the	the	DET
cet-1160	60	14	reaction	reaction	NOUN
cet-1160	60	15	is	be	AUX
cet-1160	60	16	anode	anode	ADJ
cet-1160	60	17	:	:	PUNCT
cet-1160	61	1	2	2	NUM
cet-1160	61	2	24	24	NUM
cet-1160	61	3	2	2	NUM
cet-1160	61	4	4oh	4oh	NOUN
cet-1160	61	5	h	h	NOUN
cet-1160	62	1	o	o	NOUN
cet-1160	62	2	o	o	X
cet-1160	62	3	e−	e−	X
cet-1160	62	4	−→	−→	NOUN
cet-1160	63	1	+	+	X
cet-1160	64	1	+	+	CCONJ
cet-1160	64	2	(	(	PUNCT
cet-1160	64	3	3	3	X
cet-1160	64	4	)	)	PUNCT
cet-1160	64	5	cathode	cathode	NOUN
cet-1160	64	6	:	:	PUNCT
cet-1160	64	7	2	2	NUM
cet-1160	64	8	24	24	NUM
cet-1160	64	9	4	4	NUM
cet-1160	64	10	2mh	2mh	NOUN
cet-1160	64	11	o	o	NOUN
cet-1160	65	1	m	m	VERB
cet-1160	65	2	h	h	NOUN
cet-1160	65	3	o+	o+	NOUN
cet-1160	65	4	→	→	PUNCT
cet-1160	65	5	+	+	CCONJ
cet-1160	65	6	(	(	PUNCT
cet-1160	65	7	4	4	NUM
cet-1160	65	8	)	)	PUNCT
cet-1160	65	9	when	when	SCONJ
cet-1160	65	10	the	the	DET
cet-1160	65	11	battery	battery	NOUN
cet-1160	65	12	is	be	AUX
cet-1160	65	13	discharged	discharge	VERB
cet-1160	65	14	,	,	PUNCT
cet-1160	65	15	the	the	DET
cet-1160	65	16	reaction	reaction	NOUN
cet-1160	65	17	is	be	AUX
cet-1160	65	18	560	560	NUM
cet-1160	65	19	anode	anode	NOUN
cet-1160	65	20	:	:	PUNCT
cet-1160	65	21	2	2	NUM
cet-1160	65	22	22	22	NUM
cet-1160	65	23	4	4	NUM
cet-1160	65	24	4h	4h	NUM
cet-1160	65	25	o	o	NOUN
cet-1160	65	26	o	o	X
cet-1160	65	27	e	e	NOUN
cet-1160	65	28	oh−	oh−	PROPN
cet-1160	65	29	−+	−+	PROPN
cet-1160	65	30	+	+	NUM
cet-1160	65	31	→	→	SYM
cet-1160	65	32	(	(	PUNCT
cet-1160	65	33	5	5	NUM
cet-1160	65	34	)	)	PUNCT
cet-1160	65	35	cathode	cathode	NOUN
cet-1160	65	36	:	:	PUNCT
cet-1160	65	37	2mh	2mh	ADJ
cet-1160	66	1	oh	oh	INTJ
cet-1160	66	2	m	m	NOUN
cet-1160	66	3	h	h	NOUN
cet-1160	66	4	o	o	X
cet-1160	66	5	e−	e−	PROPN
cet-1160	66	6	−+	−+	PROPN
cet-1160	66	7	→	→	PUNCT
cet-1160	67	1	+	+	CCONJ
cet-1160	67	2	+	+	CCONJ
cet-1160	67	3	(	(	PUNCT
cet-1160	67	4	6	6	NUM
cet-1160	67	5	)	)	PUNCT
cet-1160	67	6	it	it	PRON
cet-1160	67	7	can	can	AUX
cet-1160	67	8	be	be	AUX
cet-1160	67	9	seen	see	VERB
cet-1160	67	10	that	that	SCONJ
cet-1160	67	11	the	the	DET
cet-1160	67	12	charge	charge	NOUN
cet-1160	67	13	and	and	CCONJ
cet-1160	67	14	discharge	discharge	NOUN
cet-1160	67	15	of	of	ADP
cet-1160	67	16	nickel	nickel	NOUN
cet-1160	67	17	metal	metal	NOUN
cet-1160	67	18	hydride	hydride	NOUN
cet-1160	67	19	battery	battery	NOUN
cet-1160	67	20	is	be	AUX
cet-1160	67	21	an	an	DET
cet-1160	67	22	iterative	iterative	NOUN
cet-1160	67	23	process	process	NOUN
cet-1160	67	24	that	that	PRON
cet-1160	67	25	the	the	DET
cet-1160	67	26	hydrogen	hydrogen	NOUN
cet-1160	67	27	atom	atom	NOUN
cet-1160	67	28	transfers	transfer	NOUN
cet-1160	67	29	from	from	ADP
cet-1160	67	30	one	one	NUM
cet-1160	67	31	electrode	electrode	NOUN
cet-1160	67	32	to	to	ADP
cet-1160	67	33	another	another	PRON
cet-1160	67	34	.	.	PUNCT
cet-1160	68	1	in	in	ADP
cet-1160	68	2	addition	addition	NOUN
cet-1160	68	3	,	,	PUNCT
cet-1160	68	4	when	when	SCONJ
cet-1160	68	5	the	the	DET
cet-1160	68	6	batter	batter	NOUN
cet-1160	68	7	is	be	AUX
cet-1160	68	8	overcharging	overcharge	VERB
cet-1160	68	9	,	,	PUNCT
cet-1160	68	10	oxygen	oxygen	NOUN
cet-1160	68	11	oxidation	oxidation	NOUN
cet-1160	68	12	occurs	occur	VERB
cet-1160	68	13	on	on	ADP
cet-1160	68	14	the	the	DET
cet-1160	68	15	electrode	electrode	NOUN
cet-1160	68	16	;	;	PUNCT
cet-1160	68	17	when	when	SCONJ
cet-1160	68	18	the	the	DET
cet-1160	68	19	battery	battery	NOUN
cet-1160	68	20	is	be	AUX
cet-1160	68	21	discharging	discharge	VERB
cet-1160	68	22	,	,	PUNCT
cet-1160	68	23	hydrogen	hydrogen	NOUN
cet-1160	68	24	elimination	elimination	NOUN
cet-1160	68	25	reaction	reaction	NOUN
cet-1160	68	26	occurs	occur	VERB
cet-1160	68	27	.	.	PUNCT
cet-1160	69	1	the	the	DET
cet-1160	69	2	nickel	nickel	NOUN
cet-1160	69	3	metal	metal	NOUN
cet-1160	69	4	hydride	hydride	NOUN
cet-1160	69	5	battery	battery	NOUN
cet-1160	69	6	has	have	VERB
cet-1160	69	7	good	good	ADJ
cet-1160	69	8	resistance	resistance	NOUN
cet-1160	69	9	to	to	PART
cet-1160	69	10	overcharge	overcharge	VERB
cet-1160	69	11	and	and	CCONJ
cet-1160	69	12	overdischarge	overdischarge	NOUN
cet-1160	69	13	ability	ability	NOUN
cet-1160	69	14	.	.	PUNCT
cet-1160	70	1	3	3	X
cet-1160	70	2	.	.	X
cet-1160	70	3	bp	bp	PROPN
cet-1160	70	4	neural	neural	PROPN
cet-1160	70	5	network	network	PROPN
cet-1160	70	6	the	the	DET
cet-1160	70	7	input	input	NOUN
cet-1160	70	8	node	node	NOUN
cet-1160	70	9	of	of	ADP
cet-1160	70	10	bp	bp	PROPN
cet-1160	70	11	neural	neural	ADJ
cet-1160	70	12	network	network	NOUN
cet-1160	70	13	is	be	AUX
cet-1160	70	14	xj	xj	PROPN
cet-1160	70	15	,	,	PUNCT
cet-1160	70	16	hidden	hide	VERB
cet-1160	70	17	node	node	NOUN
cet-1160	70	18	is	be	AUX
cet-1160	70	19	yi	yi	NOUN
cet-1160	70	20	,	,	PUNCT
cet-1160	70	21	output	output	NOUN
cet-1160	70	22	node	node	NOUN
cet-1160	70	23	is	be	AUX
cet-1160	70	24	oi	oi	ADJ
cet-1160	70	25	and	and	CCONJ
cet-1160	70	26	expected	expect	VERB
cet-1160	70	27	output	output	NOUN
cet-1160	70	28	of	of	ADP
cet-1160	70	29	output	output	NOUN
cet-1160	70	30	node	node	NOUN
cet-1160	70	31	is	be	AUX
cet-1160	70	32	tj	tj	NOUN
cet-1160	70	33	figure	figure	NOUN
cet-1160	70	34	1	1	NUM
cet-1160	70	35	:	:	PUNCT
cet-1160	70	36	network	network	NOUN
cet-1160	70	37	model	model	NOUN
cet-1160	70	38	structure	structure	NOUN
cet-1160	70	39	the	the	DET
cet-1160	70	40	output	output	NOUN
cet-1160	70	41	of	of	ADP
cet-1160	70	42	the	the	DET
cet-1160	70	43	hidden	hide	VERB
cet-1160	70	44	node	node	NOUN
cet-1160	70	45	is	be	AUX
cet-1160	70	46	(	(	PUNCT
cet-1160	70	47	)	)	PUNCT
cet-1160	70	48	(	(	PUNCT
cet-1160	70	49	)	)	PUNCT
cet-1160	71	1	i	i	PRON
cet-1160	71	2	ij	ij	VERB
cet-1160	71	3	j	j	NOUN
cet-1160	72	1	i	i	PRON
cet-1160	72	2	i	i	INTJ
cet-1160	72	3	j	j	VERB
cet-1160	73	1	y	y	PROPN
cet-1160	73	2	f	f	PROPN
cet-1160	73	3	w	w	PROPN
cet-1160	73	4	x	x	X
cet-1160	73	5	f	f	PROPN
cet-1160	73	6	netθ=	netθ=	NUM
cet-1160	73	7	−	−	PUNCT
cet-1160	74	1	=	=	AUX
cet-1160	74	2			X
cet-1160	74	3	(	(	PUNCT
cet-1160	74	4	7	7	NUM
cet-1160	74	5	)	)	PUNCT
cet-1160	74	6	where	where	SCONJ
cet-1160	74	7	j	j	PROPN
cet-1160	74	8	ij	ij	INTJ
cet-1160	74	9	j	j	PROPN
cet-1160	74	10	i	i	PRON
cet-1160	74	11	j	j	PROPN
cet-1160	74	12	net	net	PROPN
cet-1160	74	13	w	w	PROPN
cet-1160	74	14	x	x	SYM
cet-1160	74	15	θ=	θ=	PROPN
cet-1160	74	16	−	−	NOUN
cet-1160	74	17	.	.	PUNCT
cet-1160	75	1	output	output	NOUN
cet-1160	75	2	of	of	ADP
cet-1160	75	3	the	the	DET
cet-1160	75	4	output	output	NOUN
cet-1160	75	5	node	node	NOUN
cet-1160	75	6	is	be	AUX
cet-1160	75	7	(	(	PUNCT
cet-1160	75	8	)	)	PUNCT
cet-1160	75	9	(	(	PUNCT
cet-1160	75	10	)	)	PUNCT
cet-1160	76	1	l	l	NOUN
cet-1160	76	2	li	li	PROPN
cet-1160	77	1	i	i	PRON
cet-1160	77	2	i	i	INTJ
cet-1160	78	1	i	i	PRON
cet-1160	78	2	t	t	X
cet-1160	79	1	o	o	X
cet-1160	80	1	f	f	PROPN
cet-1160	81	1	t	t	PROPN
cet-1160	82	1	y	y	PROPN
cet-1160	82	2	f	f	PROPN
cet-1160	82	3	netθ=	netθ=	NUM
cet-1160	82	4	−	−	PROPN
cet-1160	83	1	=	=	AUX
cet-1160	83	2			X
cet-1160	83	3	(	(	PUNCT
cet-1160	83	4	8)	8)	NUM
cet-1160	83	5	where	where	SCONJ
cet-1160	83	6	l	l	NOUN
cet-1160	83	7	li	li	PROPN
cet-1160	83	8	l	l	PROPN
cet-1160	83	9	l	l	NOUN
cet-1160	84	1	i	i	PRON
cet-1160	84	2	net	net	NOUN
cet-1160	84	3	t	t	PROPN
cet-1160	84	4	y	y	PROPN
cet-1160	84	5	θ=	θ=	NOUN
cet-1160	84	6	.	.	PUNCT
cet-1160	85	1	the	the	DET
cet-1160	85	2	error	error	NOUN
cet-1160	85	3	formula	formula	NOUN
cet-1160	85	4	of	of	ADP
cet-1160	85	5	the	the	DET
cet-1160	85	6	output	output	NOUN
cet-1160	85	7	node	node	NOUN
cet-1160	85	8	is	be	AUX
cet-1160	85	9	2	2	NUM
cet-1160	85	10	2	2	NUM
cet-1160	85	11	2	2	NUM
cet-1160	85	12	1	1	NUM
cet-1160	85	13	1	1	NUM
cet-1160	85	14	(	(	PUNCT
cet-1160	85	15	)	)	PUNCT
cet-1160	85	16	(	(	PUNCT
cet-1160	85	17	(	(	PUNCT
cet-1160	85	18	)	)	PUNCT
cet-1160	85	19	)	)	PUNCT
cet-1160	85	20	2	2	NUM
cet-1160	85	21	2	2	NUM
cet-1160	85	22	1	1	NUM
cet-1160	85	23	(	(	PUNCT
cet-1160	85	24	(	(	PUNCT
cet-1160	85	25	(	(	PUNCT
cet-1160	85	26	)	)	PUNCT
cet-1160	85	27	)	)	PUNCT
cet-1160	85	28	)	)	PUNCT
cet-1160	85	29	2	2	NUM
cet-1160	85	30	l	l	NOUN
cet-1160	85	31	l	l	X
cet-1160	85	32	l	l	NOUN
cet-1160	85	33	li	li	NOUN
cet-1160	86	1	i	i	X
cet-1160	86	2	l	l	NOUN
cet-1160	86	3	l	l	X
cet-1160	86	4	l	l	NOUN
cet-1160	87	1	i	i	NOUN
cet-1160	87	2	l	l	NOUN
cet-1160	87	3	li	li	PROPN
cet-1160	88	1	ij	ij	INTJ
cet-1160	88	2	j	j	PROPN
cet-1160	89	1	i	i	NOUN
cet-1160	89	2	l	l	NOUN
cet-1160	89	3	l	l	NOUN
cet-1160	90	1	i	i	NOUN
cet-1160	90	2	j	j	PROPN
cet-1160	91	1	e	e	X
cet-1160	91	2	t	t	NOUN
cet-1160	91	3	o	o	X
cet-1160	91	4	t	t	X
cet-1160	92	1	f	f	PROPN
cet-1160	92	2	t	t	PROPN
cet-1160	92	3	y	y	PROPN
cet-1160	92	4	t	t	PROPN
cet-1160	93	1	f	f	PROPN
cet-1160	93	2	t	t	PROPN
cet-1160	93	3	f	f	PROPN
cet-1160	93	4	w	w	PROPN
cet-1160	93	5	x	x	SYM
cet-1160	93	6	θ	θ	NOUN
cet-1160	93	7	θ	θ	NOUN
cet-1160	93	8	θ	θ	X
cet-1160	93	9	=	=	PUNCT
cet-1160	94	1	−	−	PROPN
cet-1160	94	2	=	=	PUNCT
cet-1160	95	1	−	−	NOUN
cet-1160	95	2	−	−	PROPN
cet-1160	96	1	=	=	SYM
cet-1160	97	1	−	−	PROPN
cet-1160	97	2	−	−	PROPN
cet-1160	97	3	−	−	PROPN
cet-1160	97	4			X
cet-1160	97	5			X
cet-1160	97	6			X
cet-1160	97	7			X
cet-1160	97	8			X
cet-1160	97	9			X
cet-1160	97	10	(	(	PUNCT
cet-1160	97	11	9	9	NUM
cet-1160	97	12	)	)	PUNCT
cet-1160	97	13	then	then	ADV
cet-1160	97	14	(	(	PUNCT
cet-1160	97	15	)	)	PUNCT
cet-1160	97	16	(	(	PUNCT
cet-1160	97	17	)	)	PUNCT
cet-1160	97	18	i	i	PRON
cet-1160	97	19	l	l	NOUN
cet-1160	97	20	l	l	NOUN
cet-1160	98	1	i	i	NOUN
cet-1160	98	2	li	li	PROPN
cet-1160	99	1	e	e	X
cet-1160	99	2	t	t	PROPN
cet-1160	99	3	o	o	X
cet-1160	99	4	f	f	PROPN
cet-1160	99	5	net	net	PROPN
cet-1160	99	6	y	y	PROPN
cet-1160	99	7	t	t	PROPN
cet-1160	99	8	∂	∂	NOUN
cet-1160	99	9	′=	′=	PROPN
cet-1160	99	10	−	−	PROPN
cet-1160	100	1	−	−	PROPN
cet-1160	100	2	⋅	⋅	PROPN
cet-1160	100	3	∂	∂	NUM
cet-1160	100	4	(	(	PUNCT
cet-1160	100	5	10	10	NUM
cet-1160	100	6	)	)	PUNCT
cet-1160	100	7	the	the	DET
cet-1160	100	8	error	error	NOUN
cet-1160	100	9	of	of	ADP
cet-1160	100	10	the	the	DET
cet-1160	100	11	input	input	NOUN
cet-1160	100	12	node	node	NOUN
cet-1160	100	13	is	be	AUX
cet-1160	100	14	(	(	PUNCT
cet-1160	100	15	)	)	PUNCT
cet-1160	100	16	(	(	PUNCT
cet-1160	100	17	)	)	PUNCT
cet-1160	100	18	l	l	NOUN
cet-1160	100	19	l	l	NOUN
cet-1160	100	20	l	l	NOUN
cet-1160	100	21	lt	lt	PRON
cet-1160	100	22	o	o	NOUN
cet-1160	100	23	f	f	X
cet-1160	100	24	netδ	netδ	NOUN
cet-1160	100	25	′=	′=	PROPN
cet-1160	100	26	−	−	PROPN
cet-1160	101	1	−	−	PROPN
cet-1160	101	2	⋅	⋅	X
cet-1160	101	3	(	(	PUNCT
cet-1160	101	4	11	11	NUM
cet-1160	101	5	)	)	PUNCT
cet-1160	101	6	561	561	NUM
cet-1160	101	7	then	then	ADV
cet-1160	101	8	l	l	VERB
cet-1160	102	1	i	i	PRON
cet-1160	102	2	li	li	PROPN
cet-1160	102	3	e	e	X
cet-1160	102	4	y	y	PROPN
cet-1160	102	5	t	t	PROPN
cet-1160	102	6	δ∂	δ∂	ADV
cet-1160	102	7	=	=	PUNCT
cet-1160	102	8	−	−	PROPN
cet-1160	102	9	∂	∂	NUM
cet-1160	102	10	(	(	PUNCT
cet-1160	102	11	12	12	NUM
cet-1160	102	12	)	)	PUNCT
cet-1160	102	13	the	the	DET
cet-1160	102	14	error	error	NOUN
cet-1160	102	15	of	of	ADP
cet-1160	102	16	the	the	DET
cet-1160	102	17	hidden	hide	VERB
cet-1160	102	18	node	node	NOUN
cet-1160	102	19	is	be	AUX
cet-1160	102	20	(	(	PUNCT
cet-1160	102	21	)	)	PUNCT
cet-1160	103	1	i	i	PRON
cet-1160	103	2	i	i	VERB
cet-1160	103	3	l	l	NOUN
cet-1160	103	4	li	li	PROPN
cet-1160	104	1	l	l	PROPN
cet-1160	104	2	f	f	PROPN
cet-1160	104	3	net	net	NOUN
cet-1160	104	4	tδ	tδ	PROPN
cet-1160	104	5	δ′	δ′	PROPN
cet-1160	104	6	′=	′=	PROPN
cet-1160	104	7	⋅	⋅	PROPN
cet-1160	104	8	(	(	PUNCT
cet-1160	104	9	13	13	NUM
cet-1160	104	10	)	)	PUNCT
cet-1160	104	11	then	then	ADV
cet-1160	105	1	i	i	PRON
cet-1160	105	2	j	j	PROPN
cet-1160	105	3	li	li	PROPN
cet-1160	106	1	e	e	PROPN
cet-1160	106	2	x	x	PROPN
cet-1160	106	3	t	t	PROPN
cet-1160	106	4	δ∂	δ∂	PROPN
cet-1160	106	5	′=	′=	PROPN
cet-1160	106	6	−	−	PROPN
cet-1160	106	7	∂	∂	NUM
cet-1160	106	8	(	(	PUNCT
cet-1160	106	9	14	14	NUM
cet-1160	106	10	)	)	PUNCT
cet-1160	106	11	correction	correction	NOUN
cet-1160	106	12	value	value	NOUN
cet-1160	106	13	of	of	ADP
cet-1160	106	14	weights	weight	NOUN
cet-1160	106	15	are	be	AUX
cet-1160	106	16	litδ	litδ	ADJ
cet-1160	106	17	and	and	CCONJ
cet-1160	106	18	ijwδ	ijwδ	NOUN
cet-1160	106	19	.	.	PUNCT
cet-1160	107	1	for	for	ADP
cet-1160	107	2	the	the	DET
cet-1160	107	3	output	output	NOUN
cet-1160	107	4	node	node	PROPN
cet-1160	107	5	li	li	PROPN
cet-1160	107	6	l	l	PROPN
cet-1160	108	1	i	i	PRON
cet-1160	108	2	li	li	PROPN
cet-1160	108	3	e	e	PROPN
cet-1160	108	4	t	t	PROPN
cet-1160	108	5	y	y	PROPN
cet-1160	108	6	t	t	PROPN
cet-1160	108	7	η	η	PROPN
cet-1160	108	8	ηδ∂δ	ηδ∂δ	X
cet-1160	108	9	=	=	PUNCT
cet-1160	108	10	−	−	PROPN
cet-1160	108	11	=	=	SYM
cet-1160	108	12	∂	∂	NUM
cet-1160	108	13	(	(	PUNCT
cet-1160	108	14	15	15	NUM
cet-1160	108	15	)	)	PUNCT
cet-1160	108	16	(	(	PUNCT
cet-1160	108	17	)	)	PUNCT
cet-1160	108	18	(	(	PUNCT
cet-1160	108	19	)	)	PUNCT
cet-1160	108	20	l	l	NOUN
cet-1160	108	21	l	l	NOUN
cet-1160	108	22	l	l	NOUN
cet-1160	108	23	lt	lt	PRON
cet-1160	108	24	o	o	NOUN
cet-1160	108	25	f	f	X
cet-1160	108	26	netδ	netδ	NOUN
cet-1160	108	27	′=	′=	PROPN
cet-1160	108	28	−	−	PROPN
cet-1160	109	1	⋅	⋅	PROPN
cet-1160	109	2	(	(	PUNCT
cet-1160	109	3	16	16	NUM
cet-1160	109	4	)	)	PUNCT
cet-1160	109	5	(	(	PUNCT
cet-1160	109	6	1	1	X
cet-1160	109	7	)	)	PUNCT
cet-1160	109	8	(	(	PUNCT
cet-1160	109	9	)	)	PUNCT
cet-1160	109	10	(	(	PUNCT
cet-1160	109	11	)	)	PUNCT
cet-1160	109	12	li	li	PROPN
cet-1160	109	13	li	li	PROPN
cet-1160	109	14	li	li	PROPN
cet-1160	109	15	li	li	PROPN
cet-1160	109	16	l	l	PROPN
cet-1160	110	1	it	it	PRON
cet-1160	111	1	k	k	INTJ
cet-1160	111	2	t	t	PROPN
cet-1160	112	1	k	k	PROPN
cet-1160	112	2	t	t	PROPN
cet-1160	112	3	t	t	PROPN
cet-1160	112	4	k	k	PROPN
cet-1160	112	5	yηδ+	yηδ+	PROPN
cet-1160	112	6	=	=	PROPN
cet-1160	113	1	+	+	NUM
cet-1160	113	2	δ	δ	X
cet-1160	113	3	=	=	SYM
cet-1160	114	1	+	+	CCONJ
cet-1160	114	2	(	(	PUNCT
cet-1160	114	3	17	17	NUM
cet-1160	114	4	)	)	PUNCT
cet-1160	114	5	for	for	ADP
cet-1160	114	6	the	the	DET
cet-1160	114	7	hidden	hide	VERB
cet-1160	114	8	node	node	NOUN
cet-1160	114	9	li	li	PROPN
cet-1160	115	1	i	i	PRON
cet-1160	115	2	j	j	PROPN
cet-1160	115	3	li	li	PROPN
cet-1160	115	4	e	e	PROPN
cet-1160	115	5	w	w	PROPN
cet-1160	115	6	x	x	PROPN
cet-1160	115	7	w	w	PROPN
cet-1160	115	8	η	η	PROPN
cet-1160	115	9	η	η	PROPN
cet-1160	115	10	δ∂′	δ∂′	X
cet-1160	115	11	′δ	′δ	X
cet-1160	115	12	=	=	PUNCT
cet-1160	116	1	−	−	PROPN
cet-1160	116	2	=	=	SYM
cet-1160	116	3	∂	∂	NUM
cet-1160	116	4	(	(	PUNCT
cet-1160	116	5	18	18	NUM
cet-1160	116	6	)	)	PUNCT
cet-1160	116	7	(	(	PUNCT
cet-1160	116	8	)	)	PUNCT
cet-1160	117	1	i	i	PRON
cet-1160	117	2	l	l	NOUN
cet-1160	117	3	l	l	NOUN
cet-1160	117	4	li	li	PROPN
cet-1160	117	5	l	l	PROPN
cet-1160	117	6	f	f	PROPN
cet-1160	117	7	net	net	NOUN
cet-1160	117	8	tδ	tδ	PROPN
cet-1160	117	9	δ′=	δ′=	NOUN
cet-1160	117	10	⋅	⋅	X
cet-1160	117	11	(	(	PUNCT
cet-1160	117	12	19	19	NUM
cet-1160	117	13	)	)	PUNCT
cet-1160	117	14	(	(	PUNCT
cet-1160	117	15	1	1	X
cet-1160	117	16	)	)	PUNCT
cet-1160	117	17	(	(	PUNCT
cet-1160	117	18	)	)	PUNCT
cet-1160	117	19	(	(	PUNCT
cet-1160	117	20	)	)	PUNCT
cet-1160	117	21	lj	lj	INTJ
cet-1160	118	1	ij	ij	INTJ
cet-1160	118	2	ij	ij	INTJ
cet-1160	119	1	ij	ij	INTJ
cet-1160	120	1	i	i	INTJ
cet-1160	120	2	jw	jw	PROPN
cet-1160	121	1	k	k	PROPN
cet-1160	121	2	w	w	PROPN
cet-1160	122	1	k	k	PROPN
cet-1160	122	2	w	w	PROPN
cet-1160	122	3	w	w	PROPN
cet-1160	122	4	k	k	PROPN
cet-1160	122	5	xη	xη	PROPN
cet-1160	122	6	δ′	δ′	PROPN
cet-1160	122	7	′+	′+	PUNCT
cet-1160	122	8	=	=	PUNCT
cet-1160	123	1	+	+	NUM
cet-1160	123	2	δ	δ	X
cet-1160	123	3	=	=	PUNCT
cet-1160	124	1	+	+	CCONJ
cet-1160	124	2	(	(	PUNCT
cet-1160	124	3	20	20	NUM
cet-1160	124	4	)	)	SYM
cet-1160	124	5	4	4	NUM
cet-1160	124	6	.	.	PUNCT
cet-1160	125	1	improved	improve	VERB
cet-1160	125	2	bp	bp	PROPN
cet-1160	125	3	neural	neural	ADJ
cet-1160	125	4	network	network	NOUN
cet-1160	125	5	the	the	DET
cet-1160	125	6	commonly	commonly	ADV
cet-1160	125	7	bp	bp	PROPN
cet-1160	125	8	algorithm	algorithm	PROPN
cet-1160	125	9	uses	use	VERB
cet-1160	125	10	the	the	DET
cet-1160	125	11	error	error	NOUN
cet-1160	125	12	back	back	NOUN
cet-1160	125	13	propagation	propagation	NOUN
cet-1160	125	14	algorithm	algorithm	NOUN
cet-1160	125	15	based	base	VERB
cet-1160	125	16	on	on	ADP
cet-1160	125	17	the	the	DET
cet-1160	125	18	steepest	steep	ADJ
cet-1160	125	19	descent	descent	NOUN
cet-1160	125	20	method	method	NOUN
cet-1160	125	21	.	.	PUNCT
cet-1160	126	1	the	the	DET
cet-1160	126	2	convergence	convergence	NOUN
cet-1160	126	3	speed	speed	NOUN
cet-1160	126	4	of	of	ADP
cet-1160	126	5	bp	bp	PROPN
cet-1160	126	6	algorithm	algorithm	NOUN
cet-1160	126	7	is	be	AUX
cet-1160	126	8	slow	slow	ADJ
cet-1160	126	9	.	.	PUNCT
cet-1160	127	1	moreover	moreover	ADV
cet-1160	127	2	,	,	PUNCT
cet-1160	127	3	the	the	DET
cet-1160	127	4	network	network	NOUN
cet-1160	127	5	performance	performance	NOUN
cet-1160	127	6	will	will	AUX
cet-1160	127	7	be	be	AUX
cet-1160	127	8	worse	bad	ADJ
cet-1160	127	9	with	with	ADP
cet-1160	127	10	the	the	DET
cet-1160	127	11	increase	increase	NOUN
cet-1160	127	12	of	of	ADP
cet-1160	127	13	samples	sample	NOUN
cet-1160	127	14	.	.	PUNCT
cet-1160	128	1	in	in	ADP
cet-1160	128	2	order	order	NOUN
cet-1160	128	3	to	to	PART
cet-1160	128	4	get	get	VERB
cet-1160	128	5	the	the	DET
cet-1160	128	6	global	global	ADJ
cet-1160	128	7	minimum	minimum	NOUN
cet-1160	128	8	point	point	NOUN
cet-1160	128	9	of	of	ADP
cet-1160	128	10	the	the	DET
cet-1160	128	11	bp	bp	PROPN
cet-1160	128	12	algorithm	algorithm	PROPN
cet-1160	128	13	,	,	PUNCT
cet-1160	128	14	we	we	PRON
cet-1160	128	15	introduce	introduce	VERB
cet-1160	128	16	the	the	DET
cet-1160	128	17	smoothing	smoothing	NOUN
cet-1160	128	18	coefficient	coefficient	NOUN
cet-1160	128	19	φ	φ	X
cet-1160	128	20	.	.	PUNCT
cet-1160	129	1	if	if	SCONJ
cet-1160	129	2	the	the	DET
cet-1160	129	3	symbol	symbol	NOUN
cet-1160	129	4	of	of	ADP
cet-1160	129	5	the	the	DET
cet-1160	129	6	correction	correction	NOUN
cet-1160	129	7	quantity	quantity	NOUN
cet-1160	129	8	of	of	ADP
cet-1160	129	9	time	time	NOUN
cet-1160	129	10	k	k	PROPN
cet-1160	129	11	is	be	AUX
cet-1160	129	12	different	different	ADJ
cet-1160	129	13	from	from	ADP
cet-1160	129	14	time	time	PROPN
cet-1160	129	15	k-1	k-1	PROPN
cet-1160	129	16	,	,	PUNCT
cet-1160	129	17	smoothing	smooth	VERB
cet-1160	129	18	coefficient	coefficient	NOUN
cet-1160	129	19	φ	φ	PROPN
cet-1160	129	20	will	will	AUX
cet-1160	129	21	make	make	VERB
cet-1160	129	22	the	the	DET
cet-1160	129	23	correction	correction	NOUN
cet-1160	129	24	quantity	quantity	NOUN
cet-1160	129	25	smallest	small	ADJ
cet-1160	129	26	.	.	PUNCT
cet-1160	130	1	at	at	ADP
cet-1160	130	2	the	the	DET
cet-1160	130	3	same	same	ADJ
cet-1160	130	4	time	time	NOUN
cet-1160	130	5	,	,	PUNCT
cet-1160	130	6	we	we	PRON
cet-1160	130	7	introduce	introduce	VERB
cet-1160	130	8	the	the	DET
cet-1160	130	9	forgetting	forget	VERB
cet-1160	130	10	factor	factor	NOUN
cet-1160	130	11	ϕ.	ϕ.	VERB
cet-1160	130	12	so	so	SCONJ
cet-1160	130	13	that	that	SCONJ
cet-1160	130	14	the	the	DET
cet-1160	130	15	bp	bp	PROPN
cet-1160	130	16	network	network	NOUN
cet-1160	130	17	can	can	AUX
cet-1160	130	18	take	take	VERB
cet-1160	130	19	into	into	ADP
cet-1160	130	20	account	account	NOUN
cet-1160	130	21	the	the	DET
cet-1160	130	22	connection	connection	NOUN
cet-1160	130	23	state	state	NOUN
cet-1160	130	24	at	at	ADP
cet-1160	130	25	the	the	DET
cet-1160	130	26	same	same	ADJ
cet-1160	130	27	time	time	NOUN
cet-1160	130	28	(	(	PUNCT
cet-1160	130	29	)	)	PUNCT
cet-1160	130	30	(	(	PUNCT
cet-1160	130	31	1	1	X
cet-1160	130	32	)	)	PUNCT
cet-1160	130	33	(	(	PUNCT
cet-1160	130	34	2)li	2)li	NUM
cet-1160	130	35	l	l	NOUN
cet-1160	130	36	i	i	NOUN
cet-1160	130	37	li	li	PROPN
cet-1160	130	38	lit	light	VERB
cet-1160	131	1	k	k	PROPN
cet-1160	131	2	y	y	PROPN
cet-1160	131	3	t	t	PROPN
cet-1160	131	4	k	k	PROPN
cet-1160	131	5	t	t	PROPN
cet-1160	131	6	kηδ	kηδ	PROPN
cet-1160	131	7	φ	φ	X
cet-1160	131	8	ϕδ	ϕδ	PROPN
cet-1160	131	9	=	=	PUNCT
cet-1160	132	1	+	+	NUM
cet-1160	132	2	δ	δ	PROPN
cet-1160	132	3	−	−	PROPN
cet-1160	133	1	+	+	CCONJ
cet-1160	133	2	δ	δ	PROPN
cet-1160	133	3	−	−	PROPN
cet-1160	133	4	(	(	PUNCT
cet-1160	133	5	21	21	NUM
cet-1160	133	6	)	)	PUNCT
cet-1160	133	7	(	(	PUNCT
cet-1160	133	8	)	)	PUNCT
cet-1160	133	9	(	(	PUNCT
cet-1160	133	10	1	1	X
cet-1160	133	11	)	)	PUNCT
cet-1160	133	12	(	(	PUNCT
cet-1160	133	13	2)li	2)li	NUM
cet-1160	133	14	l	l	NOUN
cet-1160	134	1	i	i	PRON
cet-1160	134	2	li	li	PROPN
cet-1160	134	3	liw	liw	PROPN
cet-1160	134	4	k	k	PROPN
cet-1160	135	1	x	x	PROPN
cet-1160	135	2	w	w	AUX
cet-1160	135	3	k	k	PROPN
cet-1160	135	4	w	w	PROPN
cet-1160	135	5	kηδ	kηδ	PROPN
cet-1160	135	6	φ	φ	X
cet-1160	135	7	ϕδ	ϕδ	PROPN
cet-1160	135	8	=	=	PUNCT
cet-1160	135	9	+	+	NUM
cet-1160	135	10	δ	δ	PROPN
cet-1160	135	11	−	−	PROPN
cet-1160	136	1	+	+	CCONJ
cet-1160	136	2	δ	δ	PROPN
cet-1160	136	3	−	−	PROPN
cet-1160	136	4	(	(	PUNCT
cet-1160	136	5	22	22	NUM
cet-1160	136	6	)	)	PUNCT
cet-1160	136	7	ga	ga	PROPN
cet-1160	136	8	is	be	AUX
cet-1160	136	9	a	a	DET
cet-1160	136	10	kind	kind	NOUN
cet-1160	136	11	of	of	ADP
cet-1160	136	12	global	global	ADJ
cet-1160	136	13	search	search	NOUN
cet-1160	136	14	and	and	CCONJ
cet-1160	136	15	optimization	optimization	NOUN
cet-1160	136	16	method	method	NOUN
cet-1160	136	17	which	which	PRON
cet-1160	136	18	is	be	AUX
cet-1160	136	19	based	base	VERB
cet-1160	136	20	on	on	ADP
cet-1160	136	21	the	the	DET
cet-1160	136	22	theory	theory	NOUN
cet-1160	136	23	of	of	ADP
cet-1160	136	24	evolution	evolution	NOUN
cet-1160	136	25	and	and	CCONJ
cet-1160	136	26	genetics	genetic	NOUN
cet-1160	136	27	.	.	PUNCT
cet-1160	137	1	the	the	DET
cet-1160	137	2	algorithm	algorithm	NOUN
cet-1160	137	3	is	be	AUX
cet-1160	137	4	efficient	efficient	ADJ
cet-1160	137	5	,	,	PUNCT
cet-1160	137	6	practical	practical	ADJ
cet-1160	137	7	and	and	CCONJ
cet-1160	137	8	robust	robust	ADJ
cet-1160	137	9	.	.	PUNCT
cet-1160	138	1	the	the	DET
cet-1160	138	2	steps	step	NOUN
cet-1160	138	3	of	of	ADP
cet-1160	138	4	the	the	DET
cet-1160	138	5	genetic	genetic	ADJ
cet-1160	138	6	algorithm	algorithm	NOUN
cet-1160	138	7	are	be	AUX
cet-1160	138	8	as	as	ADP
cet-1160	138	9	figure	figure	NOUN
cet-1160	138	10	2	2	NUM
cet-1160	138	11	.	.	PUNCT
cet-1160	138	12	because	because	SCONJ
cet-1160	138	13	the	the	DET
cet-1160	138	14	ga	ga	PROPN
cet-1160	138	15	has	have	VERB
cet-1160	138	16	the	the	DET
cet-1160	138	17	characteristics	characteristic	NOUN
cet-1160	138	18	of	of	ADP
cet-1160	138	19	no	no	DET
cet-1160	138	20	gradient	gradient	ADJ
cet-1160	138	21	information	information	NOUN
cet-1160	138	22	,	,	PUNCT
cet-1160	138	23	global	global	ADJ
cet-1160	138	24	search	search	NOUN
cet-1160	138	25	and	and	CCONJ
cet-1160	138	26	so	so	ADV
cet-1160	138	27	on	on	ADV
cet-1160	138	28	,	,	PUNCT
cet-1160	138	29	it	it	PRON
cet-1160	138	30	can	can	AUX
cet-1160	138	31	enhance	enhance	VERB
cet-1160	138	32	the	the	DET
cet-1160	138	33	ability	ability	NOUN
cet-1160	138	34	of	of	ADP
cet-1160	138	35	bp	bp	PROPN
cet-1160	138	36	model	model	NOUN
cet-1160	138	37	by	by	ADP
cet-1160	138	38	using	use	VERB
cet-1160	138	39	the	the	DET
cet-1160	138	40	genetic	genetic	ADJ
cet-1160	138	41	algorithm	algorithm	NOUN
cet-1160	138	42	to	to	PART
cet-1160	138	43	optimize	optimize	VERB
cet-1160	138	44	the	the	DET
cet-1160	138	45	weight	weight	NOUN
cet-1160	138	46	and	and	CCONJ
cet-1160	138	47	the	the	DET
cet-1160	138	48	structure	structure	NOUN
cet-1160	138	49	.	.	PUNCT
cet-1160	139	1	through	through	ADP
cet-1160	139	2	the	the	DET
cet-1160	139	3	fusion	fusion	NOUN
cet-1160	139	4	of	of	ADP
cet-1160	139	5	bp	bp	PROPN
cet-1160	139	6	neural	neural	ADJ
cet-1160	139	7	network	network	NOUN
cet-1160	139	8	and	and	CCONJ
cet-1160	139	9	genetic	genetic	ADJ
cet-1160	139	10	algorithm	algorithm	NOUN
cet-1160	139	11	,	,	PUNCT
cet-1160	139	12	the	the	DET
cet-1160	139	13	fusion	fusion	NOUN
cet-1160	139	14	algorithm	algorithm	NOUN
cet-1160	139	15	has	have	VERB
cet-1160	139	16	the	the	DET
cet-1160	139	17	advantages	advantage	NOUN
cet-1160	139	18	of	of	ADP
cet-1160	139	19	seeking	seek	VERB
cet-1160	139	20	the	the	DET
cet-1160	139	21	global	global	ADJ
cet-1160	139	22	optimal	optimal	ADJ
cet-1160	139	23	solution	solution	NOUN
cet-1160	139	24	.	.	PUNCT
cet-1160	140	1	in	in	ADP
cet-1160	140	2	this	this	DET
cet-1160	140	3	paper	paper	NOUN
cet-1160	140	4	,	,	PUNCT
cet-1160	140	5	we	we	PRON
cet-1160	140	6	combine	combine	VERB
cet-1160	140	7	the	the	DET
cet-1160	140	8	bp	bp	PROPN
cet-1160	140	9	neural	neural	ADJ
cet-1160	140	10	network	network	NOUN
cet-1160	140	11	and	and	CCONJ
cet-1160	140	12	genetic	genetic	ADJ
cet-1160	140	13	algorithm	algorithm	NOUN
cet-1160	140	14	and	and	CCONJ
cet-1160	140	15	propose	propose	VERB
cet-1160	140	16	an	an	DET
cet-1160	140	17	improved	improved	ADJ
cet-1160	140	18	bp	bp	PROPN
cet-1160	140	19	model	model	NOUN
cet-1160	140	20	prediction	prediction	NOUN
cet-1160	140	21	algorithm	algorithm	NOUN
cet-1160	140	22	.	.	PUNCT
cet-1160	141	1	the	the	DET
cet-1160	141	2	specific	specific	ADJ
cet-1160	141	3	steps	step	NOUN
cet-1160	141	4	are	be	AUX
cet-1160	141	5	as	as	SCONJ
cet-1160	141	6	follows	follow	NOUN
cet-1160	141	7	.	.	PUNCT
cet-1160	142	1	step	step	NOUN
cet-1160	142	2	1	1	NUM
cet-1160	142	3	.	.	PUNCT
cet-1160	143	1	we	we	PRON
cet-1160	143	2	compute	compute	VERB
cet-1160	143	3	the	the	DET
cet-1160	143	4	node	node	ADJ
cet-1160	143	5	distribution	distribution	NOUN
cet-1160	143	6	interval	interval	NOUN
cet-1160	143	7	of	of	ADP
cet-1160	143	8	the	the	DET
cet-1160	143	9	hidden	hide	VERB
cet-1160	143	10	layer	layer	NOUN
cet-1160	143	11	and	and	CCONJ
cet-1160	143	12	determine	determine	VERB
cet-1160	143	13	the	the	DET
cet-1160	143	14	maximum	maximum	ADJ
cet-1160	143	15	genetic	genetic	ADJ
cet-1160	143	16	algorithm	algorithm	NOUN
cet-1160	143	17	evolution	evolution	NOUN
cet-1160	143	18	algebra	algebra	PROPN
cet-1160	143	19	.	.	PUNCT
cet-1160	144	1	the	the	DET
cet-1160	144	2	algorithm	algorithm	NOUN
cet-1160	144	3	input	input	NOUN
cet-1160	144	4	layer	layer	NOUN
cet-1160	144	5	node	node	NOUN
cet-1160	144	6	number	number	NOUN
cet-1160	144	7	,	,	PUNCT
cet-1160	144	8	output	output	NOUN
cet-1160	144	9	layer	layer	NOUN
cet-1160	144	10	nodes	node	NOUN
cet-1160	144	11	and	and	CCONJ
cet-1160	144	12	algorithm	algorithm	NOUN
cet-1160	144	13	stop	stop	VERB
cet-1160	144	14	562	562	NUM
cet-1160	144	15	condition	condition	NOUN
cet-1160	144	16	is	be	AUX
cet-1160	144	17	determined	determine	VERB
cet-1160	144	18	according	accord	VERB
cet-1160	144	19	to	to	ADP
cet-1160	144	20	the	the	DET
cet-1160	144	21	solution	solution	NOUN
cet-1160	144	22	of	of	ADP
cet-1160	144	23	the	the	DET
cet-1160	144	24	problem	problem	NOUN
cet-1160	144	25	.	.	PUNCT
cet-1160	145	1	finally	finally	ADV
cet-1160	145	2	,	,	PUNCT
cet-1160	145	3	we	we	PRON
cet-1160	145	4	populate	populate	VERB
cet-1160	145	5	the	the	DET
cet-1160	145	6	initialization	initialization	NOUN
cet-1160	145	7	of	of	ADP
cet-1160	145	8	genetic	genetic	ADJ
cet-1160	145	9	algorithm	algorithm	NOUN
cet-1160	145	10	.	.	PUNCT
cet-1160	146	1	step	step	NOUN
cet-1160	146	2	2	2	NUM
cet-1160	146	3	.	.	PUNCT
cet-1160	147	1	the	the	DET
cet-1160	147	2	neural	neural	ADJ
cet-1160	147	3	network	network	NOUN
cet-1160	147	4	structure	structure	NOUN
cet-1160	147	5	and	and	CCONJ
cet-1160	147	6	the	the	DET
cet-1160	147	7	weight	weight	NOUN
cet-1160	147	8	and	and	CCONJ
cet-1160	147	9	the	the	DET
cet-1160	147	10	value	value	NOUN
cet-1160	147	11	are	be	AUX
cet-1160	147	12	coded	code	VERB
cet-1160	147	13	according	accord	VERB
cet-1160	147	14	to	to	ADP
cet-1160	147	15	the	the	DET
cet-1160	147	16	recursive	recursive	ADJ
cet-1160	147	17	coding	code	VERB
cet-1160	147	18	mechanism	mechanism	NOUN
cet-1160	147	19	.	.	PUNCT
cet-1160	148	1	the	the	DET
cet-1160	148	2	nodes	node	NOUN
cet-1160	148	3	,	,	PUNCT
cet-1160	148	4	weights	weight	NOUN
cet-1160	148	5	and	and	CCONJ
cet-1160	148	6	thresholds	threshold	NOUN
cet-1160	148	7	of	of	ADP
cet-1160	148	8	the	the	DET
cet-1160	148	9	hidden	hide	VERB
cet-1160	148	10	layer	layer	NOUN
cet-1160	148	11	of	of	ADP
cet-1160	148	12	neural	neural	ADJ
cet-1160	148	13	network	network	NOUN
cet-1160	148	14	are	be	AUX
cet-1160	148	15	obtained	obtain	VERB
cet-1160	148	16	.	.	PUNCT
cet-1160	149	1	step	step	NOUN
cet-1160	149	2	3	3	NUM
cet-1160	149	3	.	.	PUNCT
cet-1160	149	4	bp	bp	PROPN
cet-1160	149	5	network	network	PROPN
cet-1160	149	6	is	be	AUX
cet-1160	149	7	trained	train	VERB
cet-1160	149	8	.	.	PUNCT
cet-1160	150	1	step	step	NOUN
cet-1160	150	2	4	4	NUM
cet-1160	150	3	.	.	PUNCT
cet-1160	151	1	we	we	PRON
cet-1160	151	2	compute	compute	VERB
cet-1160	151	3	the	the	DET
cet-1160	151	4	individual	individual	ADJ
cet-1160	151	5	fitness	fitness	PROPN
cet-1160	151	6	.	.	PUNCT
cet-1160	152	1	step	step	NOUN
cet-1160	152	2	5	5	NUM
cet-1160	152	3	.	.	PUNCT
cet-1160	153	1	the	the	DET
cet-1160	153	2	population	population	NOUN
cet-1160	153	3	is	be	AUX
cet-1160	153	4	on	on	ADP
cet-1160	153	5	group	group	NOUN
cet-1160	153	6	selection	selection	NOUN
cet-1160	153	7	and	and	CCONJ
cet-1160	153	8	crossover	crossover	NOUN
cet-1160	153	9	operation	operation	NOUN
cet-1160	153	10	step	step	NOUN
cet-1160	153	11	6	6	NUM
cet-1160	153	12	.	.	PUNCT
cet-1160	154	1	the	the	DET
cet-1160	154	2	population	population	NOUN
cet-1160	154	3	mutation	mutation	NOUN
cet-1160	154	4	operation	operation	NOUN
cet-1160	154	5	is	be	AUX
cet-1160	154	6	made	make	VERB
cet-1160	154	7	and	and	CCONJ
cet-1160	154	8	the	the	DET
cet-1160	154	9	next	next	ADJ
cet-1160	154	10	generation	generation	NOUN
cet-1160	154	11	of	of	ADP
cet-1160	154	12	groups	group	NOUN
cet-1160	154	13	are	be	AUX
cet-1160	154	14	gotten	get	VERB
cet-1160	154	15	.	.	PUNCT
cet-1160	155	1	step	step	NOUN
cet-1160	155	2	7	7	NUM
cet-1160	155	3	.	.	PUNCT
cet-1160	156	1	training	training	NOUN
cet-1160	156	2	stop	stop	NOUN
cet-1160	156	3	condition	condition	NOUN
cet-1160	156	4	is	be	AUX
cet-1160	156	5	judged	judge	VERB
cet-1160	156	6	.	.	PUNCT
cet-1160	157	1	if	if	SCONJ
cet-1160	157	2	it	it	PRON
cet-1160	157	3	meets	meet	VERB
cet-1160	157	4	,	,	PUNCT
cet-1160	157	5	algorithm	algorithm	PROPN
cet-1160	157	6	outputs	output	VERB
cet-1160	157	7	maximum	maximum	PROPN
cet-1160	157	8	fitness	fitness	PROPN
cet-1160	157	9	;	;	PUNCT
cet-1160	157	10	if	if	SCONJ
cet-1160	157	11	not	not	PART
cet-1160	157	12	,	,	PUNCT
cet-1160	157	13	return	return	VERB
cet-1160	157	14	to	to	ADP
cet-1160	157	15	the	the	DET
cet-1160	157	16	step	step	NOUN
cet-1160	157	17	2	2	NUM
cet-1160	157	18	.	.	PUNCT
cet-1160	157	19	figure	figure	NOUN
cet-1160	157	20	2	2	NUM
cet-1160	157	21	:	:	PUNCT
cet-1160	157	22	flow	flow	VERB
cet-1160	157	23	chart	chart	NOUN
cet-1160	157	24	of	of	ADP
cet-1160	157	25	genetic	genetic	ADJ
cet-1160	157	26	algorithm	algorithm	NOUN
cet-1160	157	27	5	5	NUM
cet-1160	157	28	.	.	PUNCT
cet-1160	157	29	experiment	experiment	NOUN
cet-1160	157	30	in	in	ADP
cet-1160	157	31	this	this	DET
cet-1160	157	32	paper	paper	NOUN
cet-1160	157	33	,	,	PUNCT
cet-1160	157	34	we	we	PRON
cet-1160	157	35	conduct	conduct	VERB
cet-1160	157	36	simulation	simulation	NOUN
cet-1160	157	37	experiments	experiment	NOUN
cet-1160	157	38	in	in	ADP
cet-1160	157	39	order	order	NOUN
cet-1160	157	40	to	to	PART
cet-1160	157	41	verify	verify	VERB
cet-1160	157	42	the	the	DET
cet-1160	157	43	feasibility	feasibility	NOUN
cet-1160	157	44	and	and	CCONJ
cet-1160	157	45	effectiveness	effectiveness	NOUN
cet-1160	157	46	of	of	ADP
cet-1160	157	47	the	the	DET
cet-1160	157	48	improved	improve	VERB
cet-1160	157	49	bp	bp	PROPN
cet-1160	157	50	neural	neural	ADJ
cet-1160	157	51	network	network	NOUN
cet-1160	157	52	prediction	prediction	NOUN
cet-1160	157	53	model	model	NOUN
cet-1160	157	54	in	in	ADP
cet-1160	157	55	the	the	DET
cet-1160	157	56	nickel	nickel	NOUN
cet-1160	157	57	metal	metal	NOUN
cet-1160	157	58	hydride	hydride	NOUN
cet-1160	157	59	battery	battery	NOUN
cet-1160	157	60	capacity	capacity	NOUN
cet-1160	157	61	prediction	prediction	NOUN
cet-1160	157	62	.	.	PUNCT
cet-1160	158	1	to	to	PART
cet-1160	158	2	calculate	calculate	VERB
cet-1160	158	3	the	the	DET
cet-1160	158	4	capacity	capacity	NOUN
cet-1160	158	5	of	of	ADP
cet-1160	158	6	nickel	nickel	NOUN
cet-1160	158	7	metal	metal	NOUN
cet-1160	158	8	hydride	hydride	NOUN
cet-1160	158	9	battery	battery	NOUN
cet-1160	158	10	accurately	accurately	ADV
cet-1160	158	11	,	,	PUNCT
cet-1160	158	12	we	we	PRON
cet-1160	158	13	introduce	introduce	VERB
cet-1160	158	14	soc	soc	NOUN
cet-1160	158	15	.	.	PUNCT
cet-1160	159	1	soc	soc	NOUN
cet-1160	159	2	is	be	AUX
cet-1160	159	3	an	an	DET
cet-1160	159	4	important	important	ADJ
cet-1160	159	5	parameter	parameter	NOUN
cet-1160	159	6	to	to	PART
cet-1160	159	7	describe	describe	VERB
cet-1160	159	8	the	the	DET
cet-1160	159	9	state	state	NOUN
cet-1160	159	10	of	of	ADP
cet-1160	159	11	the	the	DET
cet-1160	159	12	battery	battery	NOUN
cet-1160	159	13	.	.	PUNCT
cet-1160	160	1	the	the	DET
cet-1160	160	2	soc	soc	NOUN
cet-1160	160	3	is	be	AUX
cet-1160	160	4	defined	define	VERB
cet-1160	160	5	as	as	ADP
cet-1160	160	6	the	the	DET
cet-1160	160	7	ratio	ratio	NOUN
cet-1160	160	8	of	of	ADP
cet-1160	160	9	the	the	DET
cet-1160	160	10	remaining	remain	VERB
cet-1160	160	11	capacity	capacity	NOUN
cet-1160	160	12	of	of	ADP
cet-1160	160	13	the	the	DET
cet-1160	160	14	battery	battery	NOUN
cet-1160	160	15	to	to	ADP
cet-1160	160	16	the	the	DET
cet-1160	160	17	battery	battery	NOUN
cet-1160	160	18	capacity	capacity	NOUN
cet-1160	160	19	:	:	PUNCT
cet-1160	160	20	soc	soc	PROPN
cet-1160	160	21	qc	qc	PROPN
cet-1160	160	22	ci=	ci=	PROPN
cet-1160	160	23	(	(	PUNCT
cet-1160	160	24	23	23	NUM
cet-1160	160	25	)	)	PUNCT
cet-1160	160	26	where	where	SCONJ
cet-1160	160	27	,	,	PUNCT
cet-1160	160	28	qc	qc	PROPN
cet-1160	160	29	is	be	AUX
cet-1160	160	30	battery	battery	NOUN
cet-1160	160	31	remaining	remain	VERB
cet-1160	160	32	capacity	capacity	NOUN
cet-1160	160	33	and	and	CCONJ
cet-1160	160	34	ci	ci	NOUN
cet-1160	160	35	is	be	AUX
cet-1160	160	36	capacity	capacity	NOUN
cet-1160	160	37	of	of	ADP
cet-1160	160	38	a	a	DET
cet-1160	160	39	battery	battery	NOUN
cet-1160	160	40	to	to	PART
cet-1160	160	41	discharge	discharge	VERB
cet-1160	160	42	at	at	ADP
cet-1160	160	43	constant	constant	ADJ
cet-1160	160	44	current	current	NOUN
cet-1160	160	45	.	.	PUNCT
cet-1160	161	1	as	as	SCONJ
cet-1160	161	2	can	can	AUX
cet-1160	161	3	be	be	AUX
cet-1160	161	4	seen	see	VERB
cet-1160	161	5	from	from	ADP
cet-1160	161	6	the	the	DET
cet-1160	161	7	figure	figure	NOUN
cet-1160	161	8	3	3	NUM
cet-1160	161	9	,	,	PUNCT
cet-1160	161	10	the	the	DET
cet-1160	161	11	improved	improve	VERB
cet-1160	161	12	bp	bp	PROPN
cet-1160	161	13	neural	neural	ADJ
cet-1160	161	14	network	network	NOUN
cet-1160	161	15	prediction	prediction	NOUN
cet-1160	161	16	algorithm	algorithm	NOUN
cet-1160	161	17	can	can	AUX
cet-1160	161	18	effectively	effectively	ADV
cet-1160	161	19	forecast	forecast	VERB
cet-1160	161	20	the	the	DET
cet-1160	161	21	predicted	predict	VERB
cet-1160	161	22	value	value	NOUN
cet-1160	161	23	of	of	ADP
cet-1160	161	24	the	the	DET
cet-1160	161	25	soc	soc	NOUN
cet-1160	161	26	.	.	PUNCT
cet-1160	162	1	the	the	DET
cet-1160	162	2	curve	curve	NOUN
cet-1160	162	3	of	of	ADP
cet-1160	162	4	the	the	DET
cet-1160	162	5	predicted	predict	VERB
cet-1160	162	6	value	value	NOUN
cet-1160	162	7	and	and	CCONJ
cet-1160	162	8	the	the	DET
cet-1160	162	9	true	true	ADJ
cet-1160	162	10	value	value	NOUN
cet-1160	162	11	is	be	AUX
cet-1160	162	12	coincident	coincident	ADJ
cet-1160	162	13	.	.	PUNCT
cet-1160	163	1	these	these	PRON
cet-1160	163	2	show	show	VERB
cet-1160	163	3	that	that	SCONJ
cet-1160	163	4	the	the	DET
cet-1160	163	5	model	model	NOUN
cet-1160	163	6	has	have	VERB
cet-1160	163	7	high	high	ADJ
cet-1160	163	8	accuracy	accuracy	NOUN
cet-1160	163	9	.	.	PUNCT
cet-1160	164	1	at	at	ADP
cet-1160	164	2	the	the	DET
cet-1160	164	3	same	same	ADJ
cet-1160	164	4	time	time	NOUN
cet-1160	164	5	,	,	PUNCT
cet-1160	164	6	we	we	PRON
cet-1160	164	7	compare	compare	VERB
cet-1160	164	8	the	the	DET
cet-1160	164	9	prediction	prediction	NOUN
cet-1160	164	10	results	result	NOUN
cet-1160	164	11	of	of	ADP
cet-1160	164	12	other	other	ADJ
cet-1160	164	13	prediction	prediction	NOUN
cet-1160	164	14	algorithms	algorithm	NOUN
cet-1160	164	15	.	.	PUNCT
cet-1160	165	1	as	as	SCONJ
cet-1160	165	2	can	can	AUX
cet-1160	165	3	be	be	AUX
cet-1160	165	4	seen	see	VERB
cet-1160	165	5	from	from	ADP
cet-1160	165	6	table	table	NOUN
cet-1160	165	7	2	2	NUM
cet-1160	165	8	,	,	PUNCT
cet-1160	165	9	the	the	DET
cet-1160	165	10	average	average	ADJ
cet-1160	165	11	relative	relative	ADJ
cet-1160	165	12	error	error	NOUN
cet-1160	165	13	of	of	ADP
cet-1160	165	14	the	the	DET
cet-1160	165	15	improved	improved	ADJ
cet-1160	165	16	bp	bp	PROPN
cet-1160	165	17	algorithm	algorithm	NOUN
cet-1160	165	18	proposed	propose	VERB
cet-1160	165	19	in	in	ADP
cet-1160	165	20	this	this	DET
cet-1160	165	21	paper	paper	NOUN
cet-1160	165	22	is	be	AUX
cet-1160	165	23	0.37	0.37	NUM
cet-1160	165	24	.	.	PUNCT
cet-1160	166	1	the	the	DET
cet-1160	166	2	average	average	ADJ
cet-1160	166	3	relative	relative	ADJ
cet-1160	166	4	error	error	NOUN
cet-1160	166	5	of	of	ADP
cet-1160	166	6	lssvm	lssvm	ADJ
cet-1160	166	7	algorithm	algorithm	NOUN
cet-1160	166	8	is	be	AUX
cet-1160	166	9	0.56	0.56	NUM
cet-1160	166	10	.	.	PUNCT
cet-1160	167	1	the	the	DET
cet-1160	167	2	average	average	ADJ
cet-1160	167	3	relative	relative	ADJ
cet-1160	167	4	error	error	NOUN
cet-1160	167	5	of	of	ADP
cet-1160	167	6	genetic	genetic	ADJ
cet-1160	167	7	algorithm	algorithm	NOUN
cet-1160	167	8	is	be	AUX
cet-1160	167	9	0.53	0.53	NUM
cet-1160	167	10	and	and	CCONJ
cet-1160	167	11	grey	grey	ADJ
cet-1160	167	12	algorithm	algorithm	NOUN
cet-1160	167	13	is	be	AUX
cet-1160	167	14	0.86	0.86	NUM
cet-1160	167	15	.	.	PUNCT
cet-1160	167	16	table	table	NOUN
cet-1160	167	17	2	2	NUM
cet-1160	167	18	:	:	PUNCT
cet-1160	167	19	the	the	DET
cet-1160	167	20	prediction	prediction	NOUN
cet-1160	167	21	results	result	NOUN
cet-1160	167	22	of	of	ADP
cet-1160	167	23	other	other	ADJ
cet-1160	167	24	prediction	prediction	NOUN
cet-1160	167	25	algorithms	algorithms	NOUN
cet-1160	167	26	algorithm	algorithm	NOUN
cet-1160	167	27	average	average	ADJ
cet-1160	167	28	relative	relative	ADJ
cet-1160	167	29	error	error	NOUN
cet-1160	167	30	improved	improve	VERB
cet-1160	167	31	bp	bp	PROPN
cet-1160	167	32	neural	neural	ADJ
cet-1160	167	33	network	network	NOUN
cet-1160	167	34	algorithm	algorithm	NOUN
cet-1160	167	35	0.37	0.37	NUM
cet-1160	167	36	lssvm	lssvm	NOUN
cet-1160	167	37	0.56	0.56	NUM
cet-1160	167	38	genetic	genetic	ADJ
cet-1160	167	39	algorithm	algorithm	NOUN
cet-1160	167	40	0.53	0.53	NUM
cet-1160	167	41	grey	grey	PROPN
cet-1160	167	42	algorithm	algorithm	PROPN
cet-1160	167	43	0.86	0.86	NUM
cet-1160	167	44	563	563	NUM
cet-1160	167	45	figure	figure	NOUN
cet-1160	167	46	3	3	NUM
cet-1160	167	47	:	:	PUNCT
cet-1160	167	48	prediction	prediction	NOUN
cet-1160	167	49	results	result	NOUN
cet-1160	167	50	of	of	ADP
cet-1160	167	51	improved	improved	ADJ
cet-1160	167	52	bp	bp	PROPN
cet-1160	167	53	neural	neural	ADJ
cet-1160	167	54	network	network	NOUN
cet-1160	167	55	6	6	NUM
cet-1160	167	56	.	.	PUNCT
cet-1160	167	57	conclusion	conclusion	NOUN
cet-1160	167	58	with	with	ADP
cet-1160	167	59	the	the	DET
cet-1160	167	60	development	development	NOUN
cet-1160	167	61	of	of	ADP
cet-1160	167	62	society	society	NOUN
cet-1160	167	63	and	and	CCONJ
cet-1160	167	64	technology	technology	NOUN
cet-1160	167	65	,	,	PUNCT
cet-1160	167	66	the	the	DET
cet-1160	167	67	energy	energy	NOUN
cet-1160	167	68	of	of	ADP
cet-1160	167	69	the	the	DET
cet-1160	167	70	earth	earth	NOUN
cet-1160	167	71	is	be	AUX
cet-1160	167	72	decreasing	decrease	VERB
cet-1160	167	73	and	and	CCONJ
cet-1160	167	74	people	people	NOUN
cet-1160	167	75	have	have	AUX
cet-1160	167	76	realized	realize	VERB
cet-1160	167	77	the	the	DET
cet-1160	167	78	importance	importance	NOUN
cet-1160	167	79	of	of	ADP
cet-1160	167	80	energy	energy	NOUN
cet-1160	167	81	.	.	PUNCT
cet-1160	168	1	in	in	ADP
cet-1160	168	2	the	the	DET
cet-1160	168	3	context	context	NOUN
cet-1160	168	4	of	of	ADP
cet-1160	168	5	scientific	scientific	ADJ
cet-1160	168	6	outlook	outlook	NOUN
cet-1160	168	7	on	on	ADP
cet-1160	168	8	development	development	NOUN
cet-1160	168	9	,	,	PUNCT
cet-1160	168	10	environmental	environmental	ADJ
cet-1160	168	11	issues	issue	NOUN
cet-1160	168	12	are	be	AUX
cet-1160	168	13	placed	place	VERB
cet-1160	168	14	in	in	ADP
cet-1160	168	15	a	a	DET
cet-1160	168	16	very	very	ADV
cet-1160	168	17	important	important	ADJ
cet-1160	168	18	position	position	NOUN
cet-1160	168	19	.	.	PUNCT
cet-1160	169	1	due	due	ADP
cet-1160	169	2	to	to	ADP
cet-1160	169	3	the	the	DET
cet-1160	169	4	advantages	advantage	NOUN
cet-1160	169	5	of	of	ADP
cet-1160	169	6	high	high	ADJ
cet-1160	169	7	specific	specific	ADJ
cet-1160	169	8	energy	energy	NOUN
cet-1160	169	9	,	,	PUNCT
cet-1160	169	10	long	long	ADJ
cet-1160	169	11	service	service	NOUN
cet-1160	169	12	life	life	NOUN
cet-1160	169	13	,	,	PUNCT
cet-1160	169	14	no	no	DET
cet-1160	169	15	pollution	pollution	NOUN
cet-1160	169	16	and	and	CCONJ
cet-1160	169	17	so	so	ADV
cet-1160	169	18	on	on	ADV
cet-1160	169	19	,	,	PUNCT
cet-1160	169	20	nickel	nickel	NOUN
cet-1160	169	21	metal	metal	NOUN
cet-1160	169	22	hydride	hydride	NOUN
cet-1160	169	23	battery	battery	NOUN
cet-1160	169	24	has	have	AUX
cet-1160	169	25	become	become	VERB
cet-1160	169	26	the	the	DET
cet-1160	169	27	first	first	ADJ
cet-1160	169	28	choice	choice	NOUN
cet-1160	169	29	of	of	ADP
cet-1160	169	30	battery	battery	NOUN
cet-1160	169	31	for	for	ADP
cet-1160	169	32	electric	electric	ADJ
cet-1160	169	33	vehicles	vehicle	NOUN
cet-1160	169	34	.	.	PUNCT
cet-1160	170	1	in	in	ADP
cet-1160	170	2	this	this	DET
cet-1160	170	3	paper	paper	NOUN
cet-1160	170	4	,	,	PUNCT
cet-1160	170	5	an	an	DET
cet-1160	170	6	improved	improved	ADJ
cet-1160	170	7	bp	bp	PROPN
cet-1160	170	8	neural	neural	ADJ
cet-1160	170	9	network	network	NOUN
cet-1160	170	10	prediction	prediction	NOUN
cet-1160	170	11	algorithm	algorithm	NOUN
cet-1160	170	12	is	be	AUX
cet-1160	170	13	proposed	propose	VERB
cet-1160	170	14	to	to	PART
cet-1160	170	15	predict	predict	VERB
cet-1160	170	16	the	the	DET
cet-1160	170	17	nickel	nickel	NOUN
cet-1160	170	18	metal	metal	NOUN
cet-1160	170	19	hydride	hydride	NOUN
cet-1160	170	20	battery	battery	NOUN
cet-1160	170	21	capacity	capacity	NOUN
cet-1160	170	22	.	.	PUNCT
cet-1160	171	1	the	the	DET
cet-1160	171	2	experimental	experimental	ADJ
cet-1160	171	3	results	result	NOUN
cet-1160	171	4	demonstrate	demonstrate	VERB
cet-1160	171	5	the	the	DET
cet-1160	171	6	accuracy	accuracy	NOUN
cet-1160	171	7	of	of	ADP
cet-1160	171	8	algorithm	algorithm	NOUN
cet-1160	171	9	in	in	ADP
cet-1160	171	10	this	this	DET
cet-1160	171	11	paper	paper	NOUN
cet-1160	171	12	.	.	PUNCT
cet-1160	172	1	the	the	DET
cet-1160	172	2	primary	primary	ADJ
cet-1160	172	3	coverage	coverage	NOUN
cet-1160	172	4	includes	include	VERB
cet-1160	172	5	:	:	PUNCT
cet-1160	172	6	(	(	PUNCT
cet-1160	172	7	1	1	X
cet-1160	172	8	)	)	PUNCT
cet-1160	172	9	introducing	introduce	VERB
cet-1160	172	10	the	the	DET
cet-1160	172	11	research	research	NOUN
cet-1160	172	12	background	background	NOUN
cet-1160	172	13	of	of	ADP
cet-1160	172	14	the	the	DET
cet-1160	172	15	paper	paper	NOUN
cet-1160	172	16	(	(	PUNCT
cet-1160	172	17	2	2	X
cet-1160	172	18	)	)	PUNCT
cet-1160	172	19	introducing	introduce	VERB
cet-1160	172	20	nickel	nickel	NOUN
cet-1160	172	21	metal	metal	NOUN
cet-1160	172	22	hydride	hydride	NOUN
cet-1160	172	23	battery	battery	NOUN
cet-1160	172	24	working	working	NOUN
cet-1160	172	25	principle	principle	NOUN
cet-1160	172	26	and	and	CCONJ
cet-1160	172	27	bp	bp	PROPN
cet-1160	172	28	neural	neural	ADJ
cet-1160	172	29	network	network	NOUN
cet-1160	172	30	algorithm	algorithm	NOUN
cet-1160	172	31	(	(	PUNCT
cet-1160	172	32	3	3	X
cet-1160	172	33	)	)	PUNCT
cet-1160	172	34	proposing	propose	VERB
cet-1160	172	35	improved	improve	VERB
cet-1160	172	36	bp	bp	PROPN
cet-1160	172	37	neural	neural	ADJ
cet-1160	172	38	network	network	NOUN
cet-1160	172	39	prediction	prediction	NOUN
cet-1160	172	40	algorithm	algorithm	NOUN
cet-1160	172	41	and	and	CCONJ
cet-1160	172	42	use	use	VERB
cet-1160	172	43	this	this	DET
cet-1160	172	44	algorithm	algorithm	NOUN
cet-1160	172	45	to	to	PART
cet-1160	172	46	predict	predict	VERB
cet-1160	172	47	the	the	DET
cet-1160	172	48	nickel	nickel	NOUN
cet-1160	172	49	metal	metal	NOUN
cet-1160	172	50	hydride	hydride	NOUN
cet-1160	172	51	battery	battery	NOUN
cet-1160	172	52	capacity	capacity	NOUN
cet-1160	172	53	.	.	PUNCT
cet-1160	173	1	the	the	DET
cet-1160	173	2	experimental	experimental	ADJ
cet-1160	173	3	results	result	NOUN
cet-1160	173	4	show	show	VERB
cet-1160	173	5	that	that	SCONJ
cet-1160	173	6	the	the	DET
cet-1160	173	7	improved	improved	ADJ
cet-1160	173	8	bp	bp	PROPN
cet-1160	173	9	model	model	NOUN
cet-1160	173	10	prediction	prediction	NOUN
cet-1160	173	11	algorithm	algorithm	NOUN
cet-1160	173	12	can	can	AUX
cet-1160	173	13	get	get	VERB
cet-1160	173	14	more	more	ADV
cet-1160	173	15	accurate	accurate	ADJ
cet-1160	173	16	prediction	prediction	NOUN
cet-1160	173	17	results	result	NOUN
cet-1160	173	18	compared	compare	VERB
cet-1160	173	19	with	with	ADP
cet-1160	173	20	the	the	DET
cet-1160	173	21	traditional	traditional	ADJ
cet-1160	173	22	prediction	prediction	NOUN
cet-1160	173	23	algorithm	algorithm	NOUN
cet-1160	173	24	.	.	PUNCT
cet-1160	174	1	references	reference	NOUN
cet-1160	174	2	fang	fang	PROPN
cet-1160	174	3	k.z	k.z	PROPN
cet-1160	174	4	.	.	PROPN
cet-1160	174	5	,	,	PUNCT
cet-1160	174	6	mu	mu	PROPN
cet-1160	174	7	d.b	d.b	PROPN
cet-1160	174	8	.	.	PROPN
cet-1160	174	9	,	,	PUNCT
cet-1160	174	10	chen	chen	PROPN
cet-1160	174	11	s.	s.	PROPN
cet-1160	174	12	,	,	PUNCT
cet-1160	174	13	wu	wu	PROPN
cet-1160	174	14	b.r	b.r	PROPN
cet-1160	174	15	.	.	PROPN
cet-1160	174	16	,	,	PUNCT
cet-1160	174	17	wu	wu	PROPN
cet-1160	174	18	.	.	PROPN
cet-1160	174	19	,	,	PUNCT
cet-1160	174	20	2012	2012	NUM
cet-1160	174	21	,	,	PUNCT
cet-1160	174	22	a	a	DET
cet-1160	174	23	prediction	prediction	NOUN
cet-1160	174	24	model	model	NOUN
cet-1160	174	25	based	base	VERB
cet-1160	174	26	on	on	ADP
cet-1160	174	27	artificial	artificial	ADJ
cet-1160	174	28	neural	neural	ADJ
cet-1160	174	29	network	network	NOUN
cet-1160	174	30	for	for	ADP
cet-1160	174	31	surface	surface	NOUN
cet-1160	174	32	temperature	temperature	NOUN
cet-1160	174	33	simulation	simulation	NOUN
cet-1160	174	34	of	of	ADP
cet-1160	174	35	nickel	nickel	NOUN
cet-1160	174	36	–	–	PUNCT
cet-1160	174	37	metal	metal	NOUN
cet-1160	174	38	hydride	hydride	NOUN
cet-1160	174	39	battery	battery	NOUN
cet-1160	174	40	during	during	ADP
cet-1160	174	41	charging	charging	NOUN
cet-1160	174	42	,	,	PUNCT
cet-1160	174	43	journal	journal	NOUN
cet-1160	174	44	of	of	ADP
cet-1160	174	45	power	power	NOUN
cet-1160	174	46	sources	source	NOUN
cet-1160	174	47	,	,	PUNCT
cet-1160	174	48	208(15	208(15	NUM
cet-1160	174	49	)	)	PUNCT
cet-1160	174	50	:	:	PUNCT
cet-1160	174	51	378	378	NUM
cet-1160	174	52	-	-	SYM
cet-1160	174	53	382	382	NUM
cet-1160	174	54	,	,	PUNCT
cet-1160	174	55	doi	doi	NOUN
cet-1160	174	56	:	:	PUNCT
cet-1160	174	57	10.1016	10.1016	NUM
cet-1160	174	58	/	/	SYM
cet-1160	174	59	j.jpowsour.2012.02.059	j.jpowsour.2012.02.059	ADJ
cet-1160	174	60	gabis	gabis	NOUN
cet-1160	174	61	i.e.	i.e.	ADV
cet-1160	174	62	,	,	PUNCT
cet-1160	174	63	chernov	chernov	PROPN
cet-1160	174	64	i.a	i.a	PROPN
cet-1160	174	65	.	.	PROPN
cet-1160	174	66	,	,	PUNCT
cet-1160	174	67	dobrotvorskiy	dobrotvorskiy	PROPN
cet-1160	174	68	m.a	m.a	PROPN
cet-1160	174	69	.	.	PROPN
cet-1160	174	70	,	,	PUNCT
cet-1160	174	71	kuznetsov	kuznetsov	PROPN
cet-1160	175	1	v.g	v.g	PROPN
cet-1160	175	2	.	.	PROPN
cet-1160	175	3	,	,	PUNCT
cet-1160	175	4	voyt	voyt	PROPN
cet-1160	175	5	a.p	a.p	PROPN
cet-1160	175	6	.	.	PROPN
cet-1160	175	7	,	,	PUNCT
cet-1160	175	8	tarasov	tarasov	PROPN
cet-1160	175	9	b.p	b.p	PROPN
cet-1160	175	10	.	.	PROPN
cet-1160	175	11	,	,	PUNCT
cet-1160	175	12	yafyasov	yafyasov	NOUN
cet-1160	175	13	a.m.	a.m.	ADV
cet-1160	175	14	,	,	PUNCT
cet-1160	175	15	2015	2015	NUM
cet-1160	175	16	,	,	PUNCT
cet-1160	175	17	influence	influence	NOUN
cet-1160	175	18	of	of	ADP
cet-1160	175	19	kinetics	kinetic	NOUN
cet-1160	175	20	of	of	ADP
cet-1160	175	21	hydrogen	hydrogen	NOUN
cet-1160	175	22	transport	transport	NOUN
cet-1160	175	23	in	in	ADP
cet-1160	175	24	a	a	DET
cet-1160	175	25	metal	metal	NOUN
cet-1160	175	26	hydride	hydride	NOUN
cet-1160	175	27	anode	anode	NOUN
cet-1160	175	28	on	on	ADP
cet-1160	175	29	the	the	DET
cet-1160	175	30	discharge	discharge	NOUN
cet-1160	175	31	properties	property	NOUN
cet-1160	175	32	of	of	ADP
cet-1160	175	33	the	the	DET
cet-1160	175	34	ni	ni	PROPN
cet-1160	175	35	–	–	PROPN
cet-1160	175	36	mh	mh	PROPN
cet-1160	175	37	batteries	battery	NOUN
cet-1160	175	38	,	,	PUNCT
cet-1160	175	39	journal	journal	NOUN
cet-1160	175	40	of	of	ADP
cet-1160	175	41	alloys	alloy	NOUN
cet-1160	175	42	and	and	CCONJ
cet-1160	175	43	compounds	compound	NOUN
cet-1160	175	44	,	,	PUNCT
cet-1160	175	45	629	629	NUM
cet-1160	175	46	,	,	PUNCT
cet-1160	175	47	242	242	NUM
cet-1160	175	48	-	-	SYM
cet-1160	175	49	246	246	NUM
cet-1160	175	50	,	,	PUNCT
cet-1160	175	51	doi	doi	NOUN
cet-1160	175	52	:	:	PUNCT
cet-1160	175	53	10.1016	10.1016	NUM
cet-1160	175	54	/	/	SYM
cet-1160	175	55	j.jallcom.2014.12.111	j.jallcom.2014.12.111	PROPN
cet-1160	175	56	hu	hu	PROPN
cet-1160	175	57	l.j	l.j	PROPN
cet-1160	175	58	.	.	PROPN
cet-1160	175	59	,	,	PUNCT
cet-1160	175	60	tang	tang	PROPN
cet-1160	175	61	l.	l.	PROPN
cet-1160	175	62	,	,	PUNCT
cet-1160	175	63	pan	pan	PROPN
cet-1160	175	64	q.	q.	PROPN
cet-1160	175	65	,	,	PUNCT
cet-1160	175	66	song	song	PROPN
cet-1160	175	67	h.	h.	PROPN
cet-1160	175	68	,	,	PUNCT
cet-1160	175	69	wen	wen	PROPN
cet-1160	175	70	p.g	p.g	PROPN
cet-1160	175	71	.	.	PROPN
cet-1160	175	72	,	,	PUNCT
cet-1160	175	73	2016	2016	NUM
cet-1160	175	74	,	,	PUNCT
cet-1160	175	75	research	research	NOUN
cet-1160	175	76	and	and	CCONJ
cet-1160	175	77	analysis	analysis	NOUN
cet-1160	175	78	of	of	ADP
cet-1160	175	79	pi	pi	PROPN
cet-1160	175	80	control	control	PROPN
cet-1160	175	81	strategy	strategy	NOUN
cet-1160	175	82	based	base	VERB
cet-1160	175	83	on	on	ADP
cet-1160	175	84	neural	neural	ADJ
cet-1160	175	85	network	network	NOUN
cet-1160	175	86	in	in	ADP
cet-1160	175	87	power	power	NOUN
cet-1160	175	88	grid	grid	NOUN
cet-1160	175	89	,	,	PUNCT
cet-1160	175	90	mathematical	mathematical	ADJ
cet-1160	175	91	modelling	modelling	NOUN
cet-1160	175	92	of	of	ADP
cet-1160	175	93	engineering	engineering	NOUN
cet-1160	175	94	problems	problem	NOUN
cet-1160	175	95	,	,	PUNCT
cet-1160	175	96	3(1	3(1	NUM
cet-1160	175	97	)	)	PUNCT
cet-1160	175	98	,	,	PUNCT
cet-1160	175	99	25	25	NUM
cet-1160	175	100	-	-	SYM
cet-1160	175	101	28	28	NUM
cet-1160	175	102	.	.	PUNCT
cet-1160	176	1	doi	doi	NOUN
cet-1160	176	2	:	:	PUNCT
cet-1160	177	1	10.18280	10.18280	NUM
cet-1160	177	2	/	/	SYM
cet-1160	177	3	mmep.030104	mmep.030104	PROPN
cet-1160	177	4	.	.	PUNCT
cet-1160	177	5	liu	liu	PROPN
cet-1160	177	6	j.f	j.f	PROPN
cet-1160	177	7	.	.	PROPN
cet-1160	177	8	,	,	PUNCT
cet-1160	177	9	2004	2004	NUM
cet-1160	177	10	,	,	PUNCT
cet-1160	177	11	research	research	NOUN
cet-1160	177	12	on	on	ADP
cet-1160	177	13	the	the	DET
cet-1160	177	14	measuring	measure	VERB
cet-1160	177	15	residual	residual	ADJ
cet-1160	177	16	capacity	capacity	NOUN
cet-1160	177	17	of	of	ADP
cet-1160	177	18	nickel	nickel	NOUN
cet-1160	177	19	metal	metal	NOUN
cet-1160	177	20	hydride	hydride	NOUN
cet-1160	177	21	battery	battery	NOUN
cet-1160	177	22	for	for	ADP
cet-1160	177	23	electric	electric	ADJ
cet-1160	177	24	vehicles	vehicle	NOUN
cet-1160	177	25	,	,	PUNCT
cet-1160	177	26	wuhan	wuhan	PROPN
cet-1160	177	27	university	university	PROPN
cet-1160	177	28	of	of	ADP
cet-1160	177	29	technology	technology	PROPN
cet-1160	177	30	,	,	PUNCT
cet-1160	177	31	control	control	NOUN
cet-1160	177	32	theory	theory	NOUN
cet-1160	177	33	and	and	CCONJ
cet-1160	177	34	control	control	PROPN
cet-1160	177	35	engineering	engineering	NOUN
cet-1160	177	36	.	.	PUNCT
cet-1160	178	1	liu	liu	PROPN
cet-1160	178	2	j.j	j.j	PROPN
cet-1160	178	3	.	.	PROPN
cet-1160	178	4	,	,	PUNCT
cet-1160	178	5	2016	2016	NUM
cet-1160	178	6	,	,	PUNCT
cet-1160	178	7	power	power	NOUN
cet-1160	178	8	fast	fast	ADJ
cet-1160	178	9	charge	charge	NOUN
cet-1160	178	10	prediction	prediction	NOUN
cet-1160	178	11	method	method	NOUN
cet-1160	178	12	for	for	ADP
cet-1160	178	13	nickel	nickel	NOUN
cet-1160	178	14	hydrogen	hydrogen	NOUN
cet-1160	178	15	battery	battery	NOUN
cet-1160	178	16	,	,	PUNCT
cet-1160	178	17	north	north	PROPN
cet-1160	178	18	china	china	PROPN
cet-1160	178	19	university	university	PROPN
cet-1160	178	20	of	of	ADP
cet-1160	178	21	technology	technology	NOUN
cet-1160	178	22	,	,	PUNCT
cet-1160	178	23	control	control	NOUN
cet-1160	178	24	engineering	engineering	NOUN
cet-1160	178	25	.	.	PUNCT
cet-1160	179	1	mircea	mircea	PROPN
cet-1160	179	2	s.p	s.p	PROPN
cet-1160	179	3	.	.	PROPN
cet-1160	179	4	,	,	PUNCT
cet-1160	179	5	hannes	hannes	PROPN
cet-1160	179	6	s.	s.	PROPN
cet-1160	179	7	,	,	PUNCT
cet-1160	179	8	sven	sven	PROPN
cet-1160	179	9	b.	b.	PROPN
cet-1160	179	10	,	,	PUNCT
cet-1160	179	11	2017	2017	NUM
cet-1160	179	12	,	,	PUNCT
cet-1160	179	13	object	object	VERB
cet-1160	179	14	class	class	NOUN
cet-1160	179	15	segmentation	segmentation	NOUN
cet-1160	179	16	of	of	ADP
cet-1160	179	17	rgb	rgb	PROPN
cet-1160	179	18	-	-	PROPN
cet-1160	179	19	d	d	PROPN
cet-1160	179	20	video	video	NOUN
cet-1160	179	21	using	use	VERB
cet-1160	179	22	recurrent	recurrent	ADJ
cet-1160	179	23	convolutional	convolutional	ADJ
cet-1160	179	24	neural	neural	ADJ
cet-1160	179	25	networks	network	NOUN
cet-1160	179	26	,	,	PUNCT
cet-1160	179	27	neural	neural	ADJ
cet-1160	179	28	networks	network	NOUN
cet-1160	179	29	,	,	PUNCT
cet-1160	179	30	88	88	NUM
cet-1160	179	31	,	,	PUNCT
cet-1160	179	32	105	105	NUM
cet-1160	179	33	-	-	SYM
cet-1160	179	34	113	113	NUM
cet-1160	179	35	,	,	PUNCT
cet-1160	179	36	doi	doi	NOUN
cet-1160	179	37	:	:	PUNCT
cet-1160	179	38	10.1016	10.1016	NUM
cet-1160	179	39	/	/	SYM
cet-1160	179	40	j.neunet.2017.01.003	j.neunet.2017.01.003	PROPN
cet-1160	179	41	peyman	peyman	PROPN
cet-1160	179	42	t.	t.	PROPN
cet-1160	179	43	,	,	PUNCT
cet-1160	179	44	maryam	maryam	PROPN
cet-1160	179	45	y.	y.	PROPN
cet-1160	179	46	,	,	PUNCT
cet-1160	179	47	majid	majid	PROPN
cet-1160	179	48	b.	b.	PROPN
cet-1160	179	49	,	,	PUNCT
cet-1160	179	50	2014	2014	NUM
cet-1160	179	51	,	,	PUNCT
cet-1160	179	52	analytical	analytical	ADJ
cet-1160	179	53	assessment	assessment	NOUN
cet-1160	179	54	of	of	ADP
cet-1160	179	55	the	the	DET
cet-1160	179	56	thermal	thermal	ADJ
cet-1160	179	57	behavior	behavior	NOUN
cet-1160	179	58	of	of	ADP
cet-1160	179	59	nickel	nickel	NOUN
cet-1160	179	60	–	–	PUNCT
cet-1160	179	61	metal	metal	NOUN
cet-1160	179	62	hydride	hydride	NOUN
cet-1160	179	63	batteries	battery	NOUN
cet-1160	179	64	during	during	ADP
cet-1160	179	65	fast	fast	ADJ
cet-1160	179	66	charging	charging	NOUN
cet-1160	179	67	,	,	PUNCT
cet-1160	179	68	journal	journal	NOUN
cet-1160	179	69	of	of	ADP
cet-1160	179	70	power	power	NOUN
cet-1160	179	71	sources	source	NOUN
cet-1160	179	72	,	,	PUNCT
cet-1160	179	73	245	245	NUM
cet-1160	179	74	,	,	PUNCT
cet-1160	179	75	712	712	NUM
cet-1160	179	76	-	-	SYM
cet-1160	179	77	720	720	NUM
cet-1160	179	78	,	,	PUNCT
cet-1160	179	79	doi	doi	NOUN
cet-1160	179	80	:	:	PUNCT
cet-1160	179	81	10.1016	10.1016	NUM
cet-1160	179	82	/	/	SYM
cet-1160	179	83	j.jpowsour.2013.06.086	j.jpowsour.2013.06.086	PROPN
cet-1160	179	84	wang	wang	PROPN
cet-1160	179	85	h.s	h.s	PROPN
cet-1160	179	86	.	.	PROPN
cet-1160	179	87	,	,	PUNCT
cet-1160	179	88	wang	wang	PROPN
cet-1160	179	89	y.n	y.n	PROPN
cet-1160	179	90	.	.	PROPN
cet-1160	179	91	,	,	PUNCT
cet-1160	179	92	wang	wang	PROPN
cet-1160	179	93	y.c	y.c	PROPN
cet-1160	179	94	.	.	PROPN
cet-1160	179	95	,	,	PUNCT
cet-1160	179	96	2013	2013	NUM
cet-1160	179	97	,	,	PUNCT
cet-1160	179	98	cost	cost	NOUN
cet-1160	179	99	estimation	estimation	NOUN
cet-1160	179	100	of	of	ADP
cet-1160	179	101	plastic	plastic	ADJ
cet-1160	179	102	injection	injection	NOUN
cet-1160	179	103	molding	mold	VERB
cet-1160	179	104	parts	part	NOUN
cet-1160	179	105	through	through	ADP
cet-1160	179	106	integration	integration	NOUN
cet-1160	179	107	of	of	ADP
cet-1160	179	108	pso	pso	NOUN
cet-1160	179	109	and	and	CCONJ
cet-1160	179	110	bp	bp	PROPN
cet-1160	179	111	neural	neural	ADJ
cet-1160	179	112	network	network	NOUN
cet-1160	179	113	,	,	PUNCT
cet-1160	179	114	expert	expert	NOUN
cet-1160	179	115	systems	system	NOUN
cet-1160	179	116	with	with	ADP
cet-1160	179	117	applications	application	NOUN
cet-1160	179	118	,	,	PUNCT
cet-1160	179	119	40	40	NUM
cet-1160	179	120	,	,	PUNCT
cet-1160	179	121	418	418	NUM
cet-1160	179	122	-	-	SYM
cet-1160	179	123	428	428	NUM
cet-1160	179	124	,	,	PUNCT
cet-1160	179	125	doi	doi	NOUN
cet-1160	179	126	:	:	PUNCT
cet-1160	179	127	10.1016	10.1016	NUM
cet-1160	179	128	/	/	SYM
cet-1160	179	129	s1003	s1003	ADJ
cet-1160	179	130	-	-	ADJ
cet-1160	179	131	6326(13)62655	6326(13)62655	NOUN
cet-1160	179	132	-	-	PUNCT
cet-1160	179	133	2	2	NUM
cet-1160	179	134	.	.	PUNCT
cet-1160	180	1	wang	wang	PROPN
cet-1160	180	2	t.c	t.c	PROPN
cet-1160	180	3	.	.	PROPN
cet-1160	180	4	,	,	PUNCT
cet-1160	180	5	xie	xie	PROPN
cet-1160	180	6	y.z	y.z	PROPN
cet-1160	180	7	.	.	PROPN
cet-1160	180	8	,	,	PUNCT
cet-1160	180	9	yan	yan	PROPN
cet-1160	180	10	h.	h.	PROPN
cet-1160	180	11	,	,	PUNCT
cet-1160	180	12	2016	2016	NUM
cet-1160	180	13	,	,	PUNCT
cet-1160	180	14	research	research	NOUN
cet-1160	180	15	of	of	ADP
cet-1160	180	16	multi	multi	ADJ
cet-1160	180	17	sensor	sensor	NOUN
cet-1160	180	18	information	information	NOUN
cet-1160	180	19	fusion	fusion	NOUN
cet-1160	180	20	technology	technology	NOUN
cet-1160	180	21	based	base	VERB
cet-1160	180	22	on	on	ADP
cet-1160	180	23	extension	extension	NOUN
cet-1160	180	24	neural	neural	ADJ
cet-1160	180	25	network	network	NOUN
cet-1160	180	26	,	,	PUNCT
cet-1160	180	27	mathematical	mathematical	ADJ
cet-1160	180	28	modelling	modelling	NOUN
cet-1160	180	29	of	of	ADP
cet-1160	180	30	engineering	engineering	NOUN
cet-1160	180	31	problems	problem	NOUN
cet-1160	180	32	,	,	PUNCT
cet-1160	180	33	3(3	3(3	NUM
cet-1160	180	34	)	)	PUNCT
cet-1160	180	35	,	,	PUNCT
cet-1160	180	36	129	129	NUM
cet-1160	180	37	-	-	SYM
cet-1160	180	38	134	134	NUM
cet-1160	180	39	.	.	PUNCT
cet-1160	181	1	doi	doi	NOUN
cet-1160	181	2	:	:	PUNCT
cet-1160	181	3	10.18280	10.18280	NUM
cet-1160	181	4	/	/	SYM
cet-1160	181	5	mmep.030303	mmep.030303	PROPN
cet-1160	181	6	564	564	NUM