id	sid	tid	token	lemma	pos
cet-13697	1	1	doi	doi	NOUN
cet-13697	1	2	:	:	PUNCT
cet-13697	1	3	10.3303	10.3303	NUM
cet-13697	1	4	/	/	SYM
cet-13697	1	5	cet23103148	cet23103148	NOUN
cet-13697	1	6	paper	paper	NOUN
cet-13697	1	7	received	receive	VERB
cet-13697	1	8	:	:	PUNCT
cet-13697	1	9	09	09	NUM
cet-13697	1	10	june	june	PROPN
cet-13697	1	11	2023	2023	NUM
cet-13697	1	12	;	;	PUNCT
cet-13697	1	13	revised	revise	VERB
cet-13697	1	14	:	:	PUNCT
cet-13697	1	15	27	27	NUM
cet-13697	1	16	june	june	PROPN
cet-13697	1	17	2023	2023	NUM
cet-13697	1	18	;	;	PUNCT
cet-13697	1	19	accepted	accept	VERB
cet-13697	1	20	:	:	PUNCT
cet-13697	1	21	11	11	NUM
cet-13697	1	22	july	july	PROPN
cet-13697	1	23	2023	2023	NUM
cet-13697	1	24	please	please	INTJ
cet-13697	1	25	cite	cite	VERB
cet-13697	1	26	this	this	DET
cet-13697	1	27	article	article	NOUN
cet-13697	1	28	as	as	ADP
cet-13697	1	29	:	:	PUNCT
cet-13697	1	30	angco	angco	PROPN
cet-13697	1	31	j.e.t	j.e.t	PROPN
cet-13697	1	32	.	.	PROPN
cet-13697	1	33	,	,	PUNCT
cet-13697	1	34	rito	rito	PROPN
cet-13697	1	35	g.r.r	g.r.r	PROPN
cet-13697	1	36	.	.	PROPN
cet-13697	1	37	,	,	PUNCT
cet-13697	1	38	domalanta	domalanta	PROPN
cet-13697	1	39	m.r	m.r	PROPN
cet-13697	1	40	.	.	PROPN
cet-13697	1	41	,	,	PUNCT
cet-13697	1	42	paraggua	paraggua	PROPN
cet-13697	1	43	j.a.d	j.a.d	PROPN
cet-13697	1	44	.	.	PROPN
cet-13697	1	45	,	,	PUNCT
cet-13697	1	46	2023	2023	NUM
cet-13697	1	47	,	,	PUNCT
cet-13697	1	48	multiphysics	multiphysic	NOUN
cet-13697	1	49	modelling	modelling	NOUN
cet-13697	1	50	,	,	PUNCT
cet-13697	1	51	parameter	parameter	NOUN
cet-13697	1	52	sensitivity	sensitivity	NOUN
cet-13697	1	53	analysis	analysis	NOUN
cet-13697	1	54	,	,	PUNCT
cet-13697	1	55	and	and	CCONJ
cet-13697	1	56	optimization	optimization	NOUN
cet-13697	1	57	of	of	ADP
cet-13697	1	58	a	a	DET
cet-13697	1	59	lithium	lithium	NOUN
cet-13697	1	60	polymer	polymer	NOUN
cet-13697	1	61	battery	battery	NOUN
cet-13697	1	62	,	,	PUNCT
cet-13697	1	63	chemical	chemical	NOUN
cet-13697	1	64	engineering	engineering	NOUN
cet-13697	1	65	transactions	transaction	NOUN
cet-13697	1	66	,	,	PUNCT
cet-13697	1	67	103	103	NUM
cet-13697	1	68	,	,	PUNCT
cet-13697	1	69	883	883	NUM
cet-13697	1	70	-	-	SYM
cet-13697	1	71	888	888	NUM
cet-13697	1	72	doi:10.3303	doi:10.3303	NOUN
cet-13697	1	73	/	/	SYM
cet-13697	1	74	cet23103148	cet23103148	NOUN
cet-13697	1	75	chemical	chemical	PROPN
cet-13697	1	76	engineering	engineering	NOUN
cet-13697	1	77	transactions	transaction	NOUN
cet-13697	1	78	vol	vol	NOUN
cet-13697	1	79	.	.	PROPN
cet-13697	1	80	103	103	NUM
cet-13697	1	81	,	,	PUNCT
cet-13697	1	82	2023	2023	NUM
cet-13697	1	83	a	a	DET
cet-13697	1	84	publication	publication	NOUN
cet-13697	1	85	of	of	ADP
cet-13697	1	86	the	the	DET
cet-13697	1	87	italian	italian	ADJ
cet-13697	1	88	association	association	NOUN
cet-13697	1	89	of	of	ADP
cet-13697	1	90	chemical	chemical	PROPN
cet-13697	1	91	engineering	engineering	NOUN
cet-13697	1	92	online	online	ADV
cet-13697	1	93	at	at	ADP
cet-13697	1	94	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13697	1	95	guest	guest	NOUN
cet-13697	1	96	editors	editor	NOUN
cet-13697	1	97	:	:	PUNCT
cet-13697	1	98	petar	petar	PROPN
cet-13697	1	99	s.	s.	PROPN
cet-13697	1	100	varbanov	varbanov	PROPN
cet-13697	1	101	,	,	PUNCT
cet-13697	1	102	panos	panos	PROPN
cet-13697	1	103	seferlis	seferlis	PROPN
cet-13697	1	104	,	,	PUNCT
cet-13697	1	105	yee	yee	PROPN
cet-13697	1	106	van	van	PROPN
cet-13697	1	107	fan	fan	PROPN
cet-13697	1	108	,	,	PUNCT
cet-13697	1	109	athanasios	athanasios	PROPN
cet-13697	1	110	papadopoulos	papadopoulo	VERB
cet-13697	1	111	copyright	copyright	NOUN
cet-13697	1	112	©	©	PROPN
cet-13697	1	113	2023	2023	NUM
cet-13697	1	114	,	,	PUNCT
cet-13697	1	115	aidic	aidic	ADJ
cet-13697	1	116	servizi	servizi	PROPN
cet-13697	1	117	s.r.l	s.r.l	NOUN
cet-13697	1	118	.	.	PUNCT
cet-13697	2	1	isbn	isbn	PROPN
cet-13697	2	2	979	979	NUM
cet-13697	2	3	-	-	SYM
cet-13697	2	4	12	12	NUM
cet-13697	2	5	-	-	PUNCT
cet-13697	2	6	81206	81206	NUM
cet-13697	2	7	-	-	PUNCT
cet-13697	2	8	02	02	NUM
cet-13697	2	9	-	-	PUNCT
cet-13697	2	10	1	1	NUM
cet-13697	2	11	;	;	PUNCT
cet-13697	2	12	issn	issn	PROPN
cet-13697	2	13	2283	2283	NUM
cet-13697	2	14	-	-	SYM
cet-13697	2	15	9216	9216	NUM
cet-13697	2	16	multiphysics	multiphysic	NOUN
cet-13697	2	17	modelling	modelling	NOUN
cet-13697	2	18	,	,	PUNCT
cet-13697	2	19	parameter	parameter	NOUN
cet-13697	2	20	sensitivity	sensitivity	NOUN
cet-13697	2	21	analysis	analysis	NOUN
cet-13697	2	22	,	,	PUNCT
cet-13697	2	23	and	and	CCONJ
cet-13697	2	24	optimization	optimization	NOUN
cet-13697	2	25	of	of	ADP
cet-13697	2	26	a	a	DET
cet-13697	2	27	lithium	lithium	NOUN
cet-13697	2	28	polymer	polymer	NOUN
cet-13697	2	29	battery	battery	NOUN
cet-13697	2	30	jan	jan	PROPN
cet-13697	2	31	elmo	elmo	PROPN
cet-13697	2	32	t.	t.	PROPN
cet-13697	2	33	angco	angco	PROPN
cet-13697	2	34	,	,	PUNCT
cet-13697	2	35	gio	gio	VERB
cet-13697	2	36	roman	roman	PROPN
cet-13697	2	37	r.	r.	PROPN
cet-13697	2	38	rito	rito	PROPN
cet-13697	2	39	,	,	PUNCT
cet-13697	2	40	marcel	marcel	PROPN
cet-13697	2	41	roy	roy	PROPN
cet-13697	2	42	domalanta	domalanta	PROPN
cet-13697	2	43	,	,	PUNCT
cet-13697	2	44	julie	julie	PROPN
cet-13697	2	45	anne	anne	PROPN
cet-13697	2	46	d.r	d.r	PROPN
cet-13697	2	47	.	.	PROPN
cet-13697	2	48	paraggua	paraggua	PROPN
cet-13697	2	49	*	*	PUNCT
cet-13697	2	50	laboratory	laboratory	NOUN
cet-13697	2	51	of	of	ADP
cet-13697	2	52	electrochemical	electrochemical	ADJ
cet-13697	2	53	engineering	engineering	NOUN
cet-13697	2	54	(	(	PUNCT
cet-13697	2	55	lee	lee	PROPN
cet-13697	2	56	)	)	PUNCT
cet-13697	2	57	,	,	PUNCT
cet-13697	2	58	department	department	NOUN
cet-13697	2	59	of	of	ADP
cet-13697	2	60	chemical	chemical	PROPN
cet-13697	2	61	engineering	engineering	NOUN
cet-13697	2	62	,	,	PUNCT
cet-13697	2	63	university	university	NOUN
cet-13697	2	64	of	of	ADP
cet-13697	2	65	the	the	DET
cet-13697	2	66	philippines	philippine	NOUN
cet-13697	2	67	,	,	PUNCT
cet-13697	2	68	diliman	diliman	PROPN
cet-13697	2	69	,	,	PUNCT
cet-13697	2	70	quezon	quezon	PROPN
cet-13697	2	71	city	city	PROPN
cet-13697	2	72	1101	1101	NUM
cet-13697	2	73	,	,	PUNCT
cet-13697	2	74	philippines	philippine	NOUN
cet-13697	2	75	jddelrosario2@up.edu.ph	jddelrosario2@up.edu.ph	PROPN
cet-13697	2	76	batteries	battery	NOUN
cet-13697	2	77	have	have	AUX
cet-13697	2	78	been	be	AUX
cet-13697	2	79	a	a	DET
cet-13697	2	80	forefront	forefront	NOUN
cet-13697	2	81	energy	energy	NOUN
cet-13697	2	82	storage	storage	NOUN
cet-13697	2	83	solution	solution	NOUN
cet-13697	2	84	owing	owe	VERB
cet-13697	2	85	to	to	ADP
cet-13697	2	86	their	their	PRON
cet-13697	2	87	flexibility	flexibility	NOUN
cet-13697	2	88	to	to	PART
cet-13697	2	89	supply	supply	VERB
cet-13697	2	90	power	power	NOUN
cet-13697	2	91	to	to	ADP
cet-13697	2	92	a	a	DET
cet-13697	2	93	broad	broad	ADJ
cet-13697	2	94	range	range	NOUN
cet-13697	2	95	of	of	ADP
cet-13697	2	96	applications	application	NOUN
cet-13697	2	97	.	.	PUNCT
cet-13697	3	1	lithium	lithium	NOUN
cet-13697	3	2	-	-	PUNCT
cet-13697	3	3	polymer	polymer	NOUN
cet-13697	3	4	(	(	PUNCT
cet-13697	3	5	lipo	lipo	NOUN
cet-13697	3	6	)	)	PUNCT
cet-13697	3	7	batteries	battery	NOUN
cet-13697	3	8	,	,	PUNCT
cet-13697	3	9	a	a	DET
cet-13697	3	10	subcategory	subcategory	NOUN
cet-13697	3	11	of	of	ADP
cet-13697	3	12	the	the	DET
cet-13697	3	13	widely	widely	ADV
cet-13697	3	14	adopted	adopt	VERB
cet-13697	3	15	lithium	lithium	NOUN
cet-13697	3	16	-	-	PUNCT
cet-13697	3	17	ion	ion	NOUN
cet-13697	3	18	batteries	battery	NOUN
cet-13697	3	19	,	,	PUNCT
cet-13697	3	20	exhibit	exhibit	VERB
cet-13697	3	21	heightened	heighten	VERB
cet-13697	3	22	safety	safety	NOUN
cet-13697	3	23	properties	property	NOUN
cet-13697	3	24	due	due	ADJ
cet-13697	3	25	to	to	ADP
cet-13697	3	26	the	the	DET
cet-13697	3	27	utilization	utilization	NOUN
cet-13697	3	28	of	of	ADP
cet-13697	3	29	a	a	DET
cet-13697	3	30	solid	solid	ADJ
cet-13697	3	31	or	or	CCONJ
cet-13697	3	32	gel	gel	NOUN
cet-13697	3	33	polymer	polymer	NOUN
cet-13697	3	34	that	that	PRON
cet-13697	3	35	acts	act	VERB
cet-13697	3	36	as	as	ADP
cet-13697	3	37	a	a	DET
cet-13697	3	38	separator	separator	NOUN
cet-13697	3	39	and	and	CCONJ
cet-13697	3	40	electrolyte	electrolyte	NOUN
cet-13697	3	41	.	.	PUNCT
cet-13697	4	1	in	in	ADP
cet-13697	4	2	this	this	DET
cet-13697	4	3	study	study	NOUN
cet-13697	4	4	,	,	PUNCT
cet-13697	4	5	a	a	DET
cet-13697	4	6	pseudo-2d	pseudo-2d	NOUN
cet-13697	4	7	electrochemical	electrochemical	ADJ
cet-13697	4	8	coupled	couple	VERB
cet-13697	4	9	thermal	thermal	ADJ
cet-13697	4	10	multiphysics	multiphysic	NOUN
cet-13697	4	11	model	model	NOUN
cet-13697	4	12	of	of	ADP
cet-13697	4	13	lithium	lithium	NOUN
cet-13697	4	14	cobalt	cobalt	NOUN
cet-13697	4	15	oxide	oxide	NOUN
cet-13697	4	16	(	(	PUNCT
cet-13697	4	17	lco	lco	NOUN
cet-13697	4	18	)	)	PUNCT
cet-13697	4	19	cathode	cathode	NOUN
cet-13697	4	20	,	,	PUNCT
cet-13697	4	21	graphite	graphite	NOUN
cet-13697	4	22	anode	anode	NOUN
cet-13697	4	23	,	,	PUNCT
cet-13697	4	24	and	and	CCONJ
cet-13697	4	25	poly(vinylidene	poly(vinylidene	ADJ
cet-13697	4	26	fluoride	fluoride	NOUN
cet-13697	4	27	-	-	PUNCT
cet-13697	4	28	hexafluoropropylene	hexafluoropropylene	NOUN
cet-13697	4	29	)	)	PUNCT
cet-13697	4	30	(	(	PUNCT
cet-13697	4	31	pvdf	pvdf	NOUN
cet-13697	4	32	-	-	PUNCT
cet-13697	4	33	hfp	hfp	NOUN
cet-13697	4	34	)	)	PUNCT
cet-13697	4	35	polymer	polymer	NOUN
cet-13697	4	36	electrolyte	electrolyte	NOUN
cet-13697	4	37	lipo	lipo	NOUN
cet-13697	4	38	battery	battery	NOUN
cet-13697	4	39	was	be	AUX
cet-13697	4	40	developed	develop	VERB
cet-13697	4	41	using	use	VERB
cet-13697	4	42	comsol	comsol	NOUN
cet-13697	4	43	multiphysics	multiphysics	PROPN
cet-13697	4	44	®	®	PROPN
cet-13697	4	45	.	.	PUNCT
cet-13697	5	1	to	to	PART
cet-13697	5	2	improve	improve	VERB
cet-13697	5	3	the	the	DET
cet-13697	5	4	model	model	NOUN
cet-13697	5	5	accuracy	accuracy	NOUN
cet-13697	5	6	and	and	CCONJ
cet-13697	5	7	battery	battery	NOUN
cet-13697	5	8	performance	performance	NOUN
cet-13697	5	9	,	,	PUNCT
cet-13697	5	10	ten	ten	NUM
cet-13697	5	11	parameters	parameter	NOUN
cet-13697	5	12	for	for	ADP
cet-13697	5	13	energy	energy	NOUN
cet-13697	5	14	density	density	NOUN
cet-13697	5	15	optimization	optimization	NOUN
cet-13697	5	16	were	be	AUX
cet-13697	5	17	screened	screen	VERB
cet-13697	5	18	via	via	ADP
cet-13697	5	19	sensitivity	sensitivity	NOUN
cet-13697	5	20	analysis	analysis	NOUN
cet-13697	5	21	,	,	PUNCT
cet-13697	5	22	and	and	CCONJ
cet-13697	5	23	the	the	DET
cet-13697	5	24	five	five	NUM
cet-13697	5	25	most	most	ADV
cet-13697	5	26	sensitive	sensitive	ADJ
cet-13697	5	27	parameters	parameter	NOUN
cet-13697	5	28	were	be	AUX
cet-13697	5	29	selected	select	VERB
cet-13697	5	30	for	for	ADP
cet-13697	5	31	optimization	optimization	NOUN
cet-13697	5	32	.	.	PUNCT
cet-13697	6	1	simultaneous	simultaneous	ADJ
cet-13697	6	2	optimization	optimization	NOUN
cet-13697	6	3	of	of	ADP
cet-13697	6	4	these	these	DET
cet-13697	6	5	parameters	parameter	NOUN
cet-13697	6	6	through	through	ADP
cet-13697	6	7	the	the	DET
cet-13697	6	8	constrained	constrain	VERB
cet-13697	6	9	optimization	optimization	NOUN
cet-13697	6	10	by	by	ADP
cet-13697	6	11	linear	linear	ADJ
cet-13697	6	12	approximation	approximation	NOUN
cet-13697	6	13	(	(	PUNCT
cet-13697	6	14	cobyla	cobyla	NOUN
cet-13697	6	15	)	)	PUNCT
cet-13697	6	16	optimization	optimization	NOUN
cet-13697	6	17	algorithm	algorithm	NOUN
cet-13697	6	18	resulted	result	VERB
cet-13697	6	19	in	in	ADP
cet-13697	6	20	a	a	DET
cet-13697	6	21	~25	~25	NUM
cet-13697	6	22	%	%	NOUN
cet-13697	6	23	increase	increase	NOUN
cet-13697	6	24	in	in	ADP
cet-13697	6	25	energy	energy	NOUN
cet-13697	6	26	density	density	NOUN
cet-13697	6	27	and	and	CCONJ
cet-13697	6	28	a	a	DET
cet-13697	6	29	~21	~21	NUM
cet-13697	6	30	%	%	NOUN
cet-13697	6	31	increase	increase	NOUN
cet-13697	6	32	in	in	ADP
cet-13697	6	33	power	power	NOUN
cet-13697	6	34	density	density	NOUN
cet-13697	6	35	for	for	ADP
cet-13697	6	36	both	both	DET
cet-13697	6	37	1	1	NUM
cet-13697	6	38	c	c	NOUN
cet-13697	6	39	and	and	CCONJ
cet-13697	6	40	0.5	0.5	NUM
cet-13697	6	41	c	c	NOUN
cet-13697	6	42	discharge	discharge	NOUN
cet-13697	6	43	rates	rate	NOUN
cet-13697	6	44	without	without	ADP
cet-13697	6	45	significantly	significantly	ADV
cet-13697	6	46	increasing	increase	VERB
cet-13697	6	47	heat	heat	NOUN
cet-13697	6	48	generation	generation	NOUN
cet-13697	6	49	during	during	ADP
cet-13697	6	50	discharge	discharge	NOUN
cet-13697	6	51	.	.	PUNCT
cet-13697	7	1	these	these	DET
cet-13697	7	2	increases	increase	NOUN
cet-13697	7	3	are	be	AUX
cet-13697	7	4	attributed	attribute	VERB
cet-13697	7	5	to	to	ADP
cet-13697	7	6	the	the	DET
cet-13697	7	7	maximization	maximization	NOUN
cet-13697	7	8	of	of	ADP
cet-13697	7	9	anode	anode	NOUN
cet-13697	7	10	active	active	ADJ
cet-13697	7	11	material	material	NOUN
cet-13697	7	12	and	and	CCONJ
cet-13697	7	13	the	the	DET
cet-13697	7	14	minimization	minimization	NOUN
cet-13697	7	15	of	of	ADP
cet-13697	7	16	electrode	electrode	NOUN
cet-13697	7	17	and	and	CCONJ
cet-13697	7	18	separator	separator	NOUN
cet-13697	7	19	thicknesses	thickness	NOUN
cet-13697	7	20	.	.	PUNCT
cet-13697	8	1	the	the	DET
cet-13697	8	2	developed	develop	VERB
cet-13697	8	3	model	model	NOUN
cet-13697	8	4	can	can	AUX
cet-13697	8	5	be	be	AUX
cet-13697	8	6	integrated	integrate	VERB
cet-13697	8	7	into	into	ADP
cet-13697	8	8	the	the	DET
cet-13697	8	9	experimental	experimental	ADJ
cet-13697	8	10	design	design	NOUN
cet-13697	8	11	of	of	ADP
cet-13697	8	12	batteries	battery	NOUN
cet-13697	8	13	to	to	PART
cet-13697	8	14	improve	improve	VERB
cet-13697	8	15	target	target	NOUN
cet-13697	8	16	performance	performance	NOUN
cet-13697	8	17	applications	application	NOUN
cet-13697	8	18	such	such	ADJ
cet-13697	8	19	as	as	ADP
cet-13697	8	20	energy	energy	NOUN
cet-13697	8	21	and	and	CCONJ
cet-13697	8	22	power	power	NOUN
cet-13697	8	23	.	.	PUNCT
cet-13697	9	1	it	it	PRON
cet-13697	9	2	can	can	AUX
cet-13697	9	3	be	be	AUX
cet-13697	9	4	further	far	ADV
cet-13697	9	5	employed	employ	VERB
cet-13697	9	6	to	to	PART
cet-13697	9	7	optimize	optimize	VERB
cet-13697	9	8	various	various	ADJ
cet-13697	9	9	battery	battery	NOUN
cet-13697	9	10	chemistries	chemistry	NOUN
cet-13697	9	11	and	and	CCONJ
cet-13697	9	12	configurations	configuration	NOUN
cet-13697	9	13	.	.	PUNCT
cet-13697	10	1	1	1	X
cet-13697	10	2	.	.	X
cet-13697	10	3	introduction	introduction	NOUN
cet-13697	10	4	lithium	lithium	NOUN
cet-13697	10	5	polymer	polymer	NOUN
cet-13697	10	6	(	(	PUNCT
cet-13697	10	7	lipo	lipo	NOUN
cet-13697	10	8	)	)	PUNCT
cet-13697	10	9	batteries	battery	NOUN
cet-13697	10	10	utilize	utilize	VERB
cet-13697	10	11	gel	gel	NOUN
cet-13697	10	12	polymer	polymer	NOUN
cet-13697	10	13	electrolytes	electrolyte	NOUN
cet-13697	10	14	,	,	PUNCT
cet-13697	10	15	improving	improve	VERB
cet-13697	10	16	the	the	DET
cet-13697	10	17	resistance	resistance	NOUN
cet-13697	10	18	to	to	ADP
cet-13697	10	19	volume	volume	NOUN
cet-13697	10	20	variations	variation	NOUN
cet-13697	10	21	,	,	PUNCT
cet-13697	10	22	increasing	increase	VERB
cet-13697	10	23	thermal	thermal	ADJ
cet-13697	10	24	stability	stability	NOUN
cet-13697	10	25	,	,	PUNCT
cet-13697	10	26	and	and	CCONJ
cet-13697	10	27	making	make	VERB
cet-13697	10	28	the	the	DET
cet-13697	10	29	battery	battery	NOUN
cet-13697	10	30	safer	safe	ADJ
cet-13697	10	31	overall	overall	ADV
cet-13697	10	32	(	(	PUNCT
cet-13697	10	33	long	long	ADV
cet-13697	10	34	et	et	PROPN
cet-13697	10	35	al	al	PROPN
cet-13697	10	36	.	.	PROPN
cet-13697	10	37	,	,	PUNCT
cet-13697	10	38	2016	2016	NUM
cet-13697	10	39	)	)	PUNCT
cet-13697	10	40	.	.	PUNCT
cet-13697	11	1	due	due	ADP
cet-13697	11	2	to	to	ADP
cet-13697	11	3	the	the	DET
cet-13697	11	4	complexity	complexity	NOUN
cet-13697	11	5	of	of	ADP
cet-13697	11	6	the	the	DET
cet-13697	11	7	definition	definition	NOUN
cet-13697	11	8	of	of	ADP
cet-13697	11	9	performance	performance	NOUN
cet-13697	11	10	,	,	PUNCT
cet-13697	11	11	energy	energy	NOUN
cet-13697	11	12	and	and	CCONJ
cet-13697	11	13	power	power	NOUN
cet-13697	11	14	densities	density	NOUN
cet-13697	11	15	become	become	VERB
cet-13697	11	16	major	major	ADJ
cet-13697	11	17	indicators	indicator	NOUN
cet-13697	11	18	of	of	ADP
cet-13697	11	19	battery	battery	NOUN
cet-13697	11	20	efficiency	efficiency	NOUN
cet-13697	11	21	(	(	PUNCT
cet-13697	11	22	grazioli	grazioli	PROPN
cet-13697	11	23	et	et	PROPN
cet-13697	11	24	al	al	PROPN
cet-13697	11	25	.	.	PROPN
cet-13697	11	26	,	,	PUNCT
cet-13697	11	27	2016	2016	NUM
cet-13697	11	28	)	)	PUNCT
cet-13697	11	29	.	.	PUNCT
cet-13697	12	1	energy	energy	NOUN
cet-13697	12	2	density	density	NOUN
cet-13697	12	3	describes	describe	VERB
cet-13697	12	4	the	the	DET
cet-13697	12	5	battery	battery	NOUN
cet-13697	12	6	capacity	capacity	NOUN
cet-13697	12	7	,	,	PUNCT
cet-13697	12	8	while	while	SCONJ
cet-13697	12	9	power	power	NOUN
cet-13697	12	10	density	density	NOUN
cet-13697	12	11	describes	describe	VERB
cet-13697	12	12	the	the	DET
cet-13697	12	13	output	output	NOUN
cet-13697	12	14	power	power	NOUN
cet-13697	12	15	capabilities	capability	NOUN
cet-13697	12	16	of	of	ADP
cet-13697	12	17	the	the	DET
cet-13697	12	18	battery	battery	NOUN
cet-13697	12	19	.	.	PUNCT
cet-13697	13	1	these	these	DET
cet-13697	13	2	performance	performance	NOUN
cet-13697	13	3	indicators	indicator	NOUN
cet-13697	13	4	are	be	AUX
cet-13697	13	5	primarily	primarily	ADV
cet-13697	13	6	affected	affect	VERB
cet-13697	13	7	by	by	ADP
cet-13697	13	8	battery	battery	NOUN
cet-13697	13	9	chemistry	chemistry	NOUN
cet-13697	13	10	parameters	parameter	NOUN
cet-13697	13	11	(	(	PUNCT
cet-13697	13	12	domalanta	domalanta	PROPN
cet-13697	13	13	et	et	PROPN
cet-13697	13	14	al	al	PROPN
cet-13697	13	15	.	.	PROPN
cet-13697	13	16	,	,	PUNCT
cet-13697	13	17	2022	2022	NUM
cet-13697	13	18	)	)	PUNCT
cet-13697	13	19	.	.	PUNCT
cet-13697	14	1	to	to	PART
cet-13697	14	2	simulate	simulate	VERB
cet-13697	14	3	battery	battery	NOUN
cet-13697	14	4	behavior	behavior	NOUN
cet-13697	14	5	with	with	ADP
cet-13697	14	6	different	different	ADJ
cet-13697	14	7	parameters	parameter	NOUN
cet-13697	14	8	and	and	CCONJ
cet-13697	14	9	operating	operating	NOUN
cet-13697	14	10	conditions	condition	NOUN
cet-13697	14	11	without	without	ADP
cet-13697	14	12	the	the	DET
cet-13697	14	13	need	need	NOUN
cet-13697	14	14	for	for	ADP
cet-13697	14	15	time	time	NOUN
cet-13697	14	16	-	-	PUNCT
cet-13697	14	17	consuming	consume	VERB
cet-13697	14	18	experiments	experiment	NOUN
cet-13697	14	19	,	,	PUNCT
cet-13697	14	20	the	the	DET
cet-13697	14	21	numerical	numerical	ADJ
cet-13697	14	22	modeling	modeling	NOUN
cet-13697	14	23	of	of	ADP
cet-13697	14	24	batteries	battery	NOUN
cet-13697	14	25	raised	raise	VERB
cet-13697	14	26	interest	interest	NOUN
cet-13697	14	27	.	.	PUNCT
cet-13697	15	1	a	a	DET
cet-13697	15	2	wellestablished	wellestablished	ADJ
cet-13697	15	3	model	model	NOUN
cet-13697	15	4	would	would	AUX
cet-13697	15	5	entail	entail	VERB
cet-13697	15	6	insights	insight	NOUN
cet-13697	15	7	into	into	ADP
cet-13697	15	8	battery	battery	NOUN
cet-13697	15	9	performance	performance	NOUN
cet-13697	15	10	optimization	optimization	NOUN
cet-13697	15	11	by	by	ADP
cet-13697	15	12	adjusting	adjust	VERB
cet-13697	15	13	specific	specific	ADJ
cet-13697	15	14	battery	battery	NOUN
cet-13697	15	15	parameters	parameter	NOUN
cet-13697	15	16	.	.	PUNCT
cet-13697	16	1	sensitivity	sensitivity	NOUN
cet-13697	16	2	analysis	analysis	NOUN
cet-13697	16	3	of	of	ADP
cet-13697	16	4	lithium	lithium	NOUN
cet-13697	16	5	-	-	PUNCT
cet-13697	16	6	ion	ion	NOUN
cet-13697	16	7	battery	battery	NOUN
cet-13697	16	8	models	model	NOUN
cet-13697	16	9	has	have	AUX
cet-13697	16	10	been	be	AUX
cet-13697	16	11	the	the	DET
cet-13697	16	12	subject	subject	NOUN
cet-13697	16	13	of	of	ADP
cet-13697	16	14	previous	previous	ADJ
cet-13697	16	15	studies	study	NOUN
cet-13697	16	16	to	to	PART
cet-13697	16	17	provide	provide	VERB
cet-13697	16	18	valuable	valuable	ADJ
cet-13697	16	19	insight	insight	NOUN
cet-13697	16	20	into	into	ADP
cet-13697	16	21	the	the	DET
cet-13697	16	22	effects	effect	NOUN
cet-13697	16	23	of	of	ADP
cet-13697	16	24	varying	vary	VERB
cet-13697	16	25	battery	battery	NOUN
cet-13697	16	26	design	design	NOUN
cet-13697	16	27	parameters	parameter	NOUN
cet-13697	16	28	on	on	ADP
cet-13697	16	29	performance	performance	NOUN
cet-13697	16	30	(	(	PUNCT
cet-13697	16	31	jin	jin	NOUN
cet-13697	16	32	et	et	PROPN
cet-13697	16	33	al	al	PROPN
cet-13697	16	34	.	.	PROPN
cet-13697	16	35	,	,	PUNCT
cet-13697	16	36	2018	2018	NUM
cet-13697	16	37	)	)	PUNCT
cet-13697	16	38	.	.	PUNCT
cet-13697	17	1	optimizing	optimize	VERB
cet-13697	17	2	such	such	ADJ
cet-13697	17	3	parameters	parameter	NOUN
cet-13697	17	4	would	would	AUX
cet-13697	17	5	entail	entail	VERB
cet-13697	17	6	improving	improve	VERB
cet-13697	17	7	battery	battery	NOUN
cet-13697	17	8	capacity	capacity	NOUN
cet-13697	17	9	,	,	PUNCT
cet-13697	17	10	performance	performance	NOUN
cet-13697	17	11	,	,	PUNCT
cet-13697	17	12	and	and	CCONJ
cet-13697	17	13	efficiency	efficiency	NOUN
cet-13697	17	14	,	,	PUNCT
cet-13697	17	15	which	which	PRON
cet-13697	17	16	in	in	ADP
cet-13697	17	17	turn	turn	NOUN
cet-13697	17	18	will	will	AUX
cet-13697	17	19	have	have	VERB
cet-13697	17	20	knock	knock	VERB
cet-13697	17	21	-	-	PUNCT
cet-13697	17	22	on	on	ADP
cet-13697	17	23	effects	effect	NOUN
cet-13697	17	24	on	on	ADP
cet-13697	17	25	battery	battery	NOUN
cet-13697	17	26	manufacturing	manufacturing	NOUN
cet-13697	17	27	and	and	CCONJ
cet-13697	17	28	usage	usage	NOUN
cet-13697	17	29	as	as	SCONJ
cet-13697	17	30	more	more	ADJ
cet-13697	17	31	energy	energy	NOUN
cet-13697	17	32	can	can	AUX
cet-13697	17	33	be	be	AUX
cet-13697	17	34	stored	store	VERB
cet-13697	17	35	more	more	ADV
cet-13697	17	36	safely	safely	ADV
cet-13697	17	37	,	,	PUNCT
cet-13697	17	38	efficiently	efficiently	ADV
cet-13697	17	39	,	,	PUNCT
cet-13697	17	40	and	and	CCONJ
cet-13697	17	41	with	with	ADP
cet-13697	17	42	less	less	ADJ
cet-13697	17	43	material	material	NOUN
cet-13697	17	44	(	(	PUNCT
cet-13697	17	45	pan	pan	NOUN
cet-13697	17	46	et	et	PROPN
cet-13697	17	47	al	al	PROPN
cet-13697	17	48	.	.	PROPN
cet-13697	17	49	,	,	PUNCT
cet-13697	17	50	2022	2022	NUM
cet-13697	17	51	)	)	PUNCT
cet-13697	17	52	.	.	PUNCT
cet-13697	18	1	at	at	ADP
cet-13697	18	2	present	present	ADJ
cet-13697	18	3	,	,	PUNCT
cet-13697	18	4	relatively	relatively	ADV
cet-13697	18	5	few	few	ADJ
cet-13697	18	6	studies	study	NOUN
cet-13697	18	7	have	have	AUX
cet-13697	18	8	tackled	tackle	VERB
cet-13697	18	9	the	the	DET
cet-13697	18	10	modeling	modeling	NOUN
cet-13697	18	11	of	of	ADP
cet-13697	18	12	lipo	lipo	NOUN
cet-13697	18	13	batteries	battery	NOUN
cet-13697	18	14	(	(	PUNCT
cet-13697	18	15	golmon	golmon	NOUN
cet-13697	18	16	et	et	PROPN
cet-13697	18	17	al	al	PROPN
cet-13697	18	18	.	.	PROPN
cet-13697	18	19	,	,	PUNCT
cet-13697	18	20	2009	2009	NUM
cet-13697	18	21	)	)	PUNCT
cet-13697	18	22	.	.	PUNCT
cet-13697	19	1	although	although	SCONJ
cet-13697	19	2	common	common	ADJ
cet-13697	19	3	among	among	ADP
cet-13697	19	4	lithium	lithium	NOUN
cet-13697	19	5	-	-	PUNCT
cet-13697	19	6	ion	ion	NOUN
cet-13697	19	7	batteries	battery	NOUN
cet-13697	19	8	,	,	PUNCT
cet-13697	19	9	lipo	lipo	NOUN
cet-13697	19	10	battery	battery	NOUN
cet-13697	19	11	parameter	parameter	PROPN
cet-13697	19	12	optimization	optimization	NOUN
cet-13697	19	13	,	,	PUNCT
cet-13697	19	14	and	and	CCONJ
cet-13697	19	15	sensitivity	sensitivity	NOUN
cet-13697	19	16	analyses	analysis	NOUN
cet-13697	19	17	are	be	AUX
cet-13697	19	18	relatively	relatively	ADV
cet-13697	19	19	unexplored	unexplored	ADJ
cet-13697	19	20	territory	territory	NOUN
cet-13697	19	21	in	in	ADP
cet-13697	19	22	research	research	NOUN
cet-13697	19	23	.	.	PUNCT
cet-13697	20	1	as	as	ADP
cet-13697	20	2	such	such	ADJ
cet-13697	20	3	,	,	PUNCT
cet-13697	20	4	this	this	DET
cet-13697	20	5	study	study	NOUN
cet-13697	20	6	bridges	bridge	VERB
cet-13697	20	7	the	the	DET
cet-13697	20	8	gap	gap	NOUN
cet-13697	20	9	by	by	ADP
cet-13697	20	10	proposing	propose	VERB
cet-13697	20	11	an	an	DET
cet-13697	20	12	electrochemical	electrochemical	ADJ
cet-13697	20	13	-	-	PUNCT
cet-13697	20	14	thermal	thermal	ADJ
cet-13697	20	15	one	one	NUM
cet-13697	20	16	-	-	PUNCT
cet-13697	20	17	dimensional	dimensional	ADJ
cet-13697	20	18	multiphysics	multiphysic	NOUN
cet-13697	20	19	model	model	NOUN
cet-13697	20	20	for	for	ADP
cet-13697	20	21	lipo	lipo	NOUN
cet-13697	20	22	batteries	battery	NOUN
cet-13697	20	23	,	,	PUNCT
cet-13697	20	24	integrating	integrate	VERB
cet-13697	20	25	sensitivity	sensitivity	NOUN
cet-13697	20	26	analysis	analysis	NOUN
cet-13697	20	27	and	and	CCONJ
cet-13697	20	28	a	a	DET
cet-13697	20	29	subsequent	subsequent	ADJ
cet-13697	20	30	parameter	parameter	NOUN
cet-13697	20	31	optimization	optimization	NOUN
cet-13697	20	32	algorithm	algorithm	NOUN
cet-13697	20	33	to	to	PART
cet-13697	20	34	propose	propose	VERB
cet-13697	20	35	better	well	ADJ
cet-13697	20	36	battery	battery	NOUN
cet-13697	20	37	design	design	NOUN
cet-13697	20	38	and	and	CCONJ
cet-13697	20	39	optimize	optimize	VERB
cet-13697	20	40	performance	performance	NOUN
cet-13697	20	41	for	for	ADP
cet-13697	20	42	energy	energy	NOUN
cet-13697	20	43	or	or	CCONJ
cet-13697	20	44	power	power	NOUN
cet-13697	20	45	use	use	NOUN
cet-13697	20	46	cases	case	NOUN
cet-13697	20	47	.	.	PUNCT
cet-13697	21	1	883	883	NUM
cet-13697	21	2	2	2	NUM
cet-13697	21	3	.	.	PUNCT
cet-13697	21	4	methodology	methodology	NOUN
cet-13697	21	5	the	the	DET
cet-13697	21	6	methodology	methodology	NOUN
cet-13697	21	7	is	be	AUX
cet-13697	21	8	divided	divide	VERB
cet-13697	21	9	into	into	ADP
cet-13697	21	10	four	four	NUM
cet-13697	21	11	parts	part	NOUN
cet-13697	21	12	.	.	PUNCT
cet-13697	22	1	the	the	DET
cet-13697	22	2	first	first	ADJ
cet-13697	22	3	part	part	NOUN
cet-13697	22	4	is	be	AUX
cet-13697	22	5	developing	develop	VERB
cet-13697	22	6	the	the	DET
cet-13697	22	7	multiphysics	multiphysics	PROPN
cet-13697	22	8	model	model	NOUN
cet-13697	22	9	.	.	PUNCT
cet-13697	23	1	the	the	DET
cet-13697	23	2	second	second	NOUN
cet-13697	23	3	is	be	AUX
cet-13697	23	4	validating	validate	VERB
cet-13697	23	5	the	the	DET
cet-13697	23	6	model	model	NOUN
cet-13697	23	7	and	and	CCONJ
cet-13697	23	8	determining	determine	VERB
cet-13697	23	9	significant	significant	ADJ
cet-13697	23	10	parameters	parameter	NOUN
cet-13697	23	11	;	;	PUNCT
cet-13697	23	12	the	the	DET
cet-13697	23	13	third	third	NOUN
cet-13697	23	14	is	be	AUX
cet-13697	23	15	analyzing	analyze	VERB
cet-13697	23	16	its	its	PRON
cet-13697	23	17	sensitivity	sensitivity	NOUN
cet-13697	23	18	,	,	PUNCT
cet-13697	23	19	and	and	CCONJ
cet-13697	23	20	finally	finally	ADV
cet-13697	23	21	,	,	PUNCT
cet-13697	23	22	optimizing	optimize	VERB
cet-13697	23	23	the	the	DET
cet-13697	23	24	parameters	parameter	NOUN
cet-13697	23	25	for	for	ADP
cet-13697	23	26	battery	battery	NOUN
cet-13697	23	27	energy	energy	NOUN
cet-13697	23	28	density	density	NOUN
cet-13697	23	29	.	.	PUNCT
cet-13697	24	1	2.1	2.1	NUM
cet-13697	24	2	multiphysics	multiphysic	NOUN
cet-13697	24	3	model	model	NOUN
cet-13697	24	4	the	the	DET
cet-13697	24	5	electrochemical	electrochemical	ADJ
cet-13697	24	6	model	model	NOUN
cet-13697	24	7	used	use	VERB
cet-13697	24	8	was	be	AUX
cet-13697	24	9	based	base	VERB
cet-13697	24	10	on	on	ADP
cet-13697	24	11	the	the	DET
cet-13697	24	12	pseudo-2	pseudo-2	NUM
cet-13697	24	13	-	-	PUNCT
cet-13697	24	14	dimensional	dimensional	ADJ
cet-13697	24	15	(	(	PUNCT
cet-13697	24	16	p2d	p2d	NOUN
cet-13697	24	17	)	)	PUNCT
cet-13697	24	18	model	model	NOUN
cet-13697	24	19	of	of	ADP
cet-13697	24	20	doyle	doyle	PROPN
cet-13697	24	21	and	and	CCONJ
cet-13697	24	22	newman	newman	PROPN
cet-13697	24	23	(	(	PUNCT
cet-13697	24	24	1995	1995	NUM
cet-13697	24	25	)	)	PUNCT
cet-13697	24	26	.	.	PUNCT
cet-13697	25	1	it	it	PRON
cet-13697	25	2	uses	use	VERB
cet-13697	25	3	a	a	DET
cet-13697	25	4	one	one	NUM
cet-13697	25	5	-	-	PUNCT
cet-13697	25	6	dimensional	dimensional	ADJ
cet-13697	25	7	geometry	geometry	NOUN
cet-13697	25	8	with	with	ADP
cet-13697	25	9	a	a	DET
cet-13697	25	10	combination	combination	NOUN
cet-13697	25	11	of	of	ADP
cet-13697	25	12	porous	porous	ADJ
cet-13697	25	13	electrode	electrode	NOUN
cet-13697	25	14	theory	theory	NOUN
cet-13697	25	15	,	,	PUNCT
cet-13697	25	16	concentrated	concentrated	ADJ
cet-13697	25	17	solution	solution	NOUN
cet-13697	25	18	theory	theory	NOUN
cet-13697	25	19	for	for	ADP
cet-13697	25	20	electrolyte	electrolyte	ADJ
cet-13697	25	21	mass	mass	PROPN
cet-13697	25	22	and	and	CCONJ
cet-13697	25	23	charge	charge	NOUN
cet-13697	25	24	transfer	transfer	NOUN
cet-13697	25	25	,	,	PUNCT
cet-13697	25	26	butler	butler	NOUN
cet-13697	25	27	-	-	PUNCT
cet-13697	25	28	volmer	volmer	NOUN
cet-13697	25	29	kinetics	kinetic	NOUN
cet-13697	25	30	,	,	PUNCT
cet-13697	25	31	ohm	ohm	NOUN
cet-13697	25	32	’s	’s	PART
cet-13697	25	33	law	law	NOUN
cet-13697	25	34	for	for	ADP
cet-13697	25	35	solid	solid	ADJ
cet-13697	25	36	phase	phase	NOUN
cet-13697	25	37	current	current	ADJ
cet-13697	25	38	density	density	NOUN
cet-13697	25	39	,	,	PUNCT
cet-13697	25	40	and	and	CCONJ
cet-13697	25	41	fick	fick	NOUN
cet-13697	25	42	’s	’s	PART
cet-13697	25	43	law	law	NOUN
cet-13697	25	44	for	for	ADP
cet-13697	25	45	solid	solid	ADJ
cet-13697	25	46	phase	phase	NOUN
cet-13697	25	47	mass	mass	NOUN
cet-13697	25	48	transfer	transfer	NOUN
cet-13697	25	49	.	.	PUNCT
cet-13697	26	1	the	the	DET
cet-13697	26	2	one	one	NUM
cet-13697	26	3	-	-	PUNCT
cet-13697	26	4	dimensional	dimensional	ADJ
cet-13697	26	5	thermal	thermal	ADJ
cet-13697	26	6	model	model	NOUN
cet-13697	26	7	was	be	AUX
cet-13697	26	8	based	base	VERB
cet-13697	26	9	on	on	ADP
cet-13697	26	10	the	the	DET
cet-13697	26	11	model	model	NOUN
cet-13697	26	12	developed	develop	VERB
cet-13697	26	13	by	by	ADP
cet-13697	26	14	gu	gu	NOUN
cet-13697	26	15	and	and	CCONJ
cet-13697	26	16	wang	wang	PROPN
cet-13697	26	17	(	(	PUNCT
cet-13697	26	18	2002	2002	NUM
cet-13697	26	19	)	)	PUNCT
cet-13697	26	20	described	describe	VERB
cet-13697	26	21	in	in	ADP
cet-13697	26	22	eq(1	eq(1	NOUN
cet-13697	26	23	)	)	PUNCT
cet-13697	26	24	.	.	PUNCT
cet-13697	27	1	the	the	DET
cet-13697	27	2	heat	heat	NOUN
cet-13697	27	3	generation	generation	NOUN
cet-13697	27	4	term	term	NOUN
cet-13697	27	5	𝑞	𝑞	PROPN
cet-13697	27	6	is	be	AUX
cet-13697	27	7	dependent	dependent	ADJ
cet-13697	27	8	on	on	ADP
cet-13697	27	9	several	several	ADJ
cet-13697	27	10	phenomena	phenomenon	NOUN
cet-13697	27	11	shown	show	VERB
cet-13697	27	12	in	in	ADP
cet-13697	27	13	eq(2	eq(2	PROPN
cet-13697	27	14	)	)	PUNCT
cet-13697	27	15	,	,	PUNCT
cet-13697	27	16	where	where	SCONJ
cet-13697	27	17	the	the	DET
cet-13697	27	18	first	first	ADJ
cet-13697	27	19	and	and	CCONJ
cet-13697	27	20	second	second	ADJ
cet-13697	27	21	terms	term	NOUN
cet-13697	27	22	on	on	ADP
cet-13697	27	23	the	the	DET
cet-13697	27	24	right	right	ADJ
cet-13697	27	25	-	-	PUNCT
cet-13697	27	26	hand	hand	NOUN
cet-13697	27	27	side	side	NOUN
cet-13697	27	28	represent	represent	VERB
cet-13697	27	29	the	the	DET
cet-13697	27	30	reversible	reversible	ADJ
cet-13697	27	31	and	and	CCONJ
cet-13697	27	32	irreversible	irreversible	ADJ
cet-13697	27	33	heat	heat	NOUN
cet-13697	27	34	generation	generation	NOUN
cet-13697	27	35	.	.	PUNCT
cet-13697	28	1	the	the	DET
cet-13697	28	2	third	third	ADJ
cet-13697	28	3	term	term	NOUN
cet-13697	28	4	describes	describe	VERB
cet-13697	28	5	the	the	DET
cet-13697	28	6	joule	joule	NOUN
cet-13697	28	7	heating	heating	NOUN
cet-13697	28	8	that	that	PRON
cet-13697	28	9	occurs	occur	VERB
cet-13697	28	10	because	because	SCONJ
cet-13697	28	11	of	of	ADP
cet-13697	28	12	resistance	resistance	NOUN
cet-13697	28	13	to	to	ADP
cet-13697	28	14	current	current	ADJ
cet-13697	28	15	flow	flow	NOUN
cet-13697	28	16	through	through	ADP
cet-13697	28	17	the	the	DET
cet-13697	28	18	electrode	electrode	NOUN
cet-13697	28	19	.	.	PUNCT
cet-13697	29	1	the	the	DET
cet-13697	29	2	physical	physical	ADJ
cet-13697	29	3	parameters	parameter	NOUN
cet-13697	29	4	of	of	ADP
cet-13697	29	5	the	the	DET
cet-13697	29	6	base	base	NOUN
cet-13697	29	7	model	model	NOUN
cet-13697	29	8	were	be	AUX
cet-13697	29	9	adapted	adapt	VERB
cet-13697	29	10	from	from	ADP
cet-13697	29	11	the	the	DET
cet-13697	29	12	study	study	NOUN
cet-13697	29	13	of	of	ADP
cet-13697	29	14	domalanta	domalanta	PROPN
cet-13697	29	15	et	et	PROPN
cet-13697	29	16	al	al	PROPN
cet-13697	29	17	.	.	PROPN
cet-13697	30	1	(	(	PUNCT
cet-13697	30	2	2023	2023	NUM
cet-13697	30	3	)	)	PUNCT
cet-13697	30	4	.	.	PUNCT
cet-13697	31	1	the	the	DET
cet-13697	31	2	coupled	couple	VERB
cet-13697	31	3	p2d	p2d	NUM
cet-13697	31	4	electrochemical	electrochemical	ADJ
cet-13697	31	5	-	-	PUNCT
cet-13697	31	6	thermal	thermal	ADJ
cet-13697	31	7	model	model	NOUN
cet-13697	31	8	described	describe	VERB
cet-13697	31	9	was	be	AUX
cet-13697	31	10	implemented	implement	VERB
cet-13697	31	11	using	use	VERB
cet-13697	31	12	comsol	comsol	NOUN
cet-13697	31	13	multiphysics	multiphysic	NOUN
cet-13697	31	14	™	™	VERB
cet-13697	31	15	5.5	5.5	NUM
cet-13697	31	16	.	.	PUNCT
cet-13697	32	1	𝜌𝐶𝑝	𝜌𝐶𝑝	VERB
cet-13697	32	2	𝜕𝑇	𝜕𝑇	PROPN
cet-13697	32	3	𝜕𝑡	𝜕𝑡	NOUN
cet-13697	32	4	=	=	SYM
cet-13697	32	5	𝜆	𝜆	DET
cet-13697	32	6	𝜕2𝑇	𝜕2𝑇	PROPN
cet-13697	32	7	𝜕𝑥2	𝜕𝑥2	PROPN
cet-13697	32	8	+	+	CCONJ
cet-13697	32	9	𝑞	𝑞	X
cet-13697	32	10	(	(	PUNCT
cet-13697	32	11	1	1	NUM
cet-13697	32	12	)	)	PUNCT
cet-13697	32	13	𝑞	𝑞	NOUN
cet-13697	32	14	=	=	SYM
cet-13697	32	15	−	−	PROPN
cet-13697	32	16	∑	∑	PUNCT
cet-13697	32	17	𝑎𝑠𝑗𝑖	𝑎𝑠𝑗𝑖	NOUN
cet-13697	32	18	�	�	NOUN
cet-13697	32	19	̅	̅	NOUN
cet-13697	32	20	�	�	NOUN
cet-13697	32	21	𝑗	𝑗	NOUN
cet-13697	32	22	(	(	PUNCT
cet-13697	32	23	𝑈𝑗	𝑈𝑗	PROPN
cet-13697	32	24	−	−	NOUN
cet-13697	32	25	𝑇𝜕𝑈𝑗	𝑇𝜕𝑈𝑗	VERB
cet-13697	32	26	𝜕𝑇	𝜕𝑇	X
cet-13697	32	27	)	)	PUNCT
cet-13697	32	28	𝑗	𝑗	PROPN
cet-13697	33	1	+	+	CCONJ
cet-13697	33	2	∑	∑	ADV
cet-13697	33	3	𝑎𝑠𝑗𝑖	𝑎𝑠𝑗𝑖	PROPN
cet-13697	33	4	�	�	NOUN
cet-13697	33	5	̅	̅	NOUN
cet-13697	33	6	�	�	NOUN
cet-13697	33	7	𝑗(	𝑗(	NUM
cet-13697	33	8	�	�	NOUN
cet-13697	33	9	̅	̅	NOUN
cet-13697	33	10	�	�	NOUN
cet-13697	33	11	𝑗	𝑗	NOUN
cet-13697	33	12	)	)	PUNCT
cet-13697	33	13	𝑗	𝑗	NOUN
cet-13697	33	14	−	−	NOUN
cet-13697	33	15	∑	∑	PUNCT
cet-13697	33	16	(	(	PUNCT
cet-13697	33	17	⟨𝑖𝑘⟩	⟨𝑖𝑘⟩	PROPN
cet-13697	33	18	⋅	⋅	X
cet-13697	33	19	∇	∇	X
cet-13697	33	20	⟨𝜙𝑘⟩𝑘	⟨𝜙𝑘⟩𝑘	NOUN
cet-13697	33	21	)	)	PUNCT
cet-13697	33	22	𝑘=𝑒&𝑠	𝑘=𝑒&𝑠	NOUN
cet-13697	33	23	(	(	PUNCT
cet-13697	33	24	2	2	X
cet-13697	33	25	)	)	PUNCT
cet-13697	33	26	2.2	2.2	NUM
cet-13697	33	27	model	model	NOUN
cet-13697	33	28	validation	validation	NOUN
cet-13697	33	29	and	and	CCONJ
cet-13697	33	30	parameter	parameter	NOUN
cet-13697	33	31	estimation	estimation	NOUN
cet-13697	33	32	the	the	DET
cet-13697	33	33	developed	develop	VERB
cet-13697	33	34	multiphysics	multiphysics	NOUN
cet-13697	33	35	model	model	NOUN
cet-13697	33	36	was	be	AUX
cet-13697	33	37	validated	validate	VERB
cet-13697	33	38	by	by	ADP
cet-13697	33	39	comparing	compare	VERB
cet-13697	33	40	the	the	DET
cet-13697	33	41	root	root	NOUN
cet-13697	33	42	mean	mean	ADJ
cet-13697	33	43	square	square	ADJ
cet-13697	33	44	error	error	NOUN
cet-13697	33	45	(	(	PUNCT
cet-13697	33	46	rmse	rmse	NOUN
cet-13697	33	47	)	)	PUNCT
cet-13697	33	48	of	of	ADP
cet-13697	33	49	the	the	DET
cet-13697	33	50	model	model	NOUN
cet-13697	33	51	's	's	PART
cet-13697	33	52	discharge	discharge	NOUN
cet-13697	33	53	data	datum	NOUN
cet-13697	33	54	against	against	ADP
cet-13697	33	55	the	the	DET
cet-13697	33	56	experimental	experimental	ADJ
cet-13697	33	57	data	datum	NOUN
cet-13697	33	58	of	of	ADP
cet-13697	33	59	domalanta	domalanta	PROPN
cet-13697	33	60	et	et	PROPN
cet-13697	33	61	al	al	PROPN
cet-13697	33	62	.	.	PROPN
cet-13697	34	1	(	(	PUNCT
cet-13697	34	2	2023	2023	NUM
cet-13697	34	3	)	)	PUNCT
cet-13697	34	4	.	.	PUNCT
cet-13697	35	1	to	to	PART
cet-13697	35	2	closely	closely	ADV
cet-13697	35	3	match	match	VERB
cet-13697	35	4	the	the	DET
cet-13697	35	5	experimental	experimental	ADJ
cet-13697	35	6	data	datum	NOUN
cet-13697	35	7	,	,	PUNCT
cet-13697	35	8	modification	modification	NOUN
cet-13697	35	9	of	of	ADP
cet-13697	35	10	the	the	DET
cet-13697	35	11	model	model	NOUN
cet-13697	35	12	’s	’s	PART
cet-13697	35	13	transport	transport	NOUN
cet-13697	35	14	and	and	CCONJ
cet-13697	35	15	kinetic	kinetic	ADJ
cet-13697	35	16	parameters	parameter	NOUN
cet-13697	35	17	was	be	AUX
cet-13697	35	18	performed	perform	VERB
cet-13697	35	19	using	use	VERB
cet-13697	35	20	the	the	DET
cet-13697	35	21	parameter	parameter	NOUN
cet-13697	35	22	estimation	estimation	NOUN
cet-13697	35	23	function	function	NOUN
cet-13697	35	24	of	of	ADP
cet-13697	35	25	comsol	comsol	NOUN
cet-13697	35	26	multiphysics	multiphysics	PROPN
cet-13697	35	27	optimization	optimization	NOUN
cet-13697	35	28	module	module	NOUN
cet-13697	35	29	,	,	PUNCT
cet-13697	35	30	which	which	PRON
cet-13697	35	31	minimizes	minimize	VERB
cet-13697	35	32	the	the	DET
cet-13697	35	33	deviations	deviation	NOUN
cet-13697	35	34	between	between	ADP
cet-13697	35	35	two	two	NUM
cet-13697	35	36	discrete	discrete	ADJ
cet-13697	35	37	data	data	NOUN
cet-13697	35	38	sets	set	NOUN
cet-13697	35	39	by	by	ADP
cet-13697	35	40	varying	vary	VERB
cet-13697	35	41	one	one	NUM
cet-13697	35	42	or	or	CCONJ
cet-13697	35	43	more	more	ADJ
cet-13697	35	44	model	model	NOUN
cet-13697	35	45	parameters	parameter	NOUN
cet-13697	35	46	.	.	PUNCT
cet-13697	36	1	in	in	ADP
cet-13697	36	2	this	this	DET
cet-13697	36	3	study	study	NOUN
cet-13697	36	4	,	,	PUNCT
cet-13697	36	5	the	the	DET
cet-13697	36	6	levenbergmarquardt	levenbergmarquardt	ADJ
cet-13697	36	7	method	method	NOUN
cet-13697	36	8	for	for	ADP
cet-13697	36	9	parameter	parameter	NOUN
cet-13697	36	10	estimation	estimation	NOUN
cet-13697	36	11	was	be	AUX
cet-13697	36	12	selected	select	VERB
cet-13697	36	13	as	as	SCONJ
cet-13697	36	14	proposed	propose	VERB
cet-13697	36	15	by	by	ADP
cet-13697	36	16	santhanagopalan	santhanagopalan	PROPN
cet-13697	36	17	et	et	PROPN
cet-13697	36	18	al	al	PROPN
cet-13697	36	19	.	.	PUNCT
cet-13697	37	1	(	(	PUNCT
cet-13697	37	2	2007	2007	NUM
cet-13697	37	3	)	)	PUNCT
cet-13697	37	4	.	.	PUNCT
cet-13697	38	1	2.3	2.3	NUM
cet-13697	38	2	sensitivity	sensitivity	NOUN
cet-13697	38	3	analysis	analysis	NOUN
cet-13697	38	4	the	the	DET
cet-13697	38	5	parameter	parameter	NOUN
cet-13697	38	6	sensitivity	sensitivity	NOUN
cet-13697	38	7	was	be	AUX
cet-13697	38	8	calculated	calculate	VERB
cet-13697	38	9	using	use	VERB
cet-13697	38	10	a	a	DET
cet-13697	38	11	multiparametric	multiparametric	ADJ
cet-13697	38	12	sensitivity	sensitivity	NOUN
cet-13697	38	13	analysis	analysis	NOUN
cet-13697	38	14	(	(	PUNCT
cet-13697	38	15	mpsa	mpsa	NOUN
cet-13697	38	16	)	)	PUNCT
cet-13697	38	17	derived	derive	VERB
cet-13697	38	18	from	from	ADP
cet-13697	38	19	the	the	DET
cet-13697	38	20	work	work	NOUN
cet-13697	38	21	of	of	ADP
cet-13697	38	22	jiang	jiang	PROPN
cet-13697	38	23	et	et	PROPN
cet-13697	38	24	al	al	PROPN
cet-13697	38	25	.	.	PROPN
cet-13697	39	1	(	(	PUNCT
cet-13697	39	2	2020	2020	NUM
cet-13697	39	3	)	)	PUNCT
cet-13697	39	4	described	describe	VERB
cet-13697	39	5	in	in	ADP
cet-13697	39	6	eq(3	eq(3	PROPN
cet-13697	39	7	)	)	PUNCT
cet-13697	39	8	.	.	PUNCT
cet-13697	40	1	for	for	ADP
cet-13697	40	2	this	this	DET
cet-13697	40	3	study	study	NOUN
cet-13697	40	4	,	,	PUNCT
cet-13697	40	5	the	the	DET
cet-13697	40	6	sensitivity	sensitivity	NOUN
cet-13697	40	7	of	of	ADP
cet-13697	40	8	energy	energy	NOUN
cet-13697	40	9	and	and	CCONJ
cet-13697	40	10	power	power	NOUN
cet-13697	40	11	densities	density	NOUN
cet-13697	40	12	to	to	ADP
cet-13697	40	13	variations	variation	NOUN
cet-13697	40	14	in	in	ADP
cet-13697	40	15	battery	battery	NOUN
cet-13697	40	16	design	design	NOUN
cet-13697	40	17	parameters	parameter	NOUN
cet-13697	40	18	are	be	AUX
cet-13697	40	19	the	the	DET
cet-13697	40	20	basis	basis	NOUN
cet-13697	40	21	of	of	ADP
cet-13697	40	22	assessment	assessment	NOUN
cet-13697	40	23	.	.	PUNCT
cet-13697	41	1	each	each	DET
cet-13697	41	2	parameter	parameter	NOUN
cet-13697	41	3	will	will	AUX
cet-13697	41	4	be	be	AUX
cet-13697	41	5	assessed	assess	VERB
cet-13697	41	6	for	for	ADP
cet-13697	41	7	two	two	NUM
cet-13697	41	8	objective	objective	ADJ
cet-13697	41	9	functions	function	NOUN
cet-13697	41	10	.	.	PUNCT
cet-13697	42	1	this	this	DET
cet-13697	42	2	study	study	NOUN
cet-13697	42	3	used	use	VERB
cet-13697	42	4	ten	ten	NUM
cet-13697	42	5	generated	generate	VERB
cet-13697	42	6	values	value	NOUN
cet-13697	42	7	for	for	ADP
cet-13697	42	8	each	each	DET
cet-13697	42	9	parameter	parameter	NOUN
cet-13697	42	10	.	.	PUNCT
cet-13697	43	1	the	the	DET
cet-13697	43	2	average	average	NOUN
cet-13697	43	3	of	of	ADP
cet-13697	43	4	the	the	DET
cet-13697	43	5	results	result	NOUN
cet-13697	43	6	will	will	AUX
cet-13697	43	7	then	then	ADV
cet-13697	43	8	be	be	AUX
cet-13697	43	9	used	use	VERB
cet-13697	43	10	to	to	PART
cet-13697	43	11	assess	assess	VERB
cet-13697	43	12	the	the	DET
cet-13697	43	13	overall	overall	ADJ
cet-13697	43	14	sensitivity	sensitivity	NOUN
cet-13697	43	15	of	of	ADP
cet-13697	43	16	energy	energy	NOUN
cet-13697	43	17	and	and	CCONJ
cet-13697	43	18	power	power	NOUN
cet-13697	43	19	densities	density	NOUN
cet-13697	43	20	to	to	ADP
cet-13697	43	21	the	the	DET
cet-13697	43	22	tested	test	VERB
cet-13697	43	23	parameter	parameter	NOUN
cet-13697	43	24	.	.	PUNCT
cet-13697	44	1	the	the	DET
cet-13697	44	2	five	five	NUM
cet-13697	44	3	most	most	ADV
cet-13697	44	4	sensitive	sensitive	ADJ
cet-13697	44	5	parameters	parameter	NOUN
cet-13697	44	6	for	for	ADP
cet-13697	44	7	energy	energy	NOUN
cet-13697	44	8	density	density	NOUN
cet-13697	44	9	at	at	ADP
cet-13697	44	10	1	1	NUM
cet-13697	44	11	c	c	NOUN
cet-13697	44	12	and	and	CCONJ
cet-13697	44	13	0.5	0.5	NUM
cet-13697	44	14	c	c	NOUN
cet-13697	44	15	discharge	discharge	NOUN
cet-13697	44	16	rates	rate	NOUN
cet-13697	44	17	were	be	AUX
cet-13697	44	18	considered	consider	VERB
cet-13697	44	19	sensitive	sensitive	ADJ
cet-13697	44	20	and	and	CCONJ
cet-13697	44	21	subjected	subject	VERB
cet-13697	44	22	to	to	ADP
cet-13697	44	23	parameter	parameter	NOUN
cet-13697	44	24	optimization	optimization	NOUN
cet-13697	44	25	.	.	PUNCT
cet-13697	45	1	𝑀𝑖	𝑀𝑖	PROPN
cet-13697	45	2	=	=	NOUN
cet-13697	46	1	√	√	PROPN
cet-13697	46	2	1	1	NUM
cet-13697	46	3	𝑚	𝑚	X
cet-13697	46	4	∑	∑	PROPN
cet-13697	46	5	[	[	PUNCT
cet-13697	46	6	(	(	PUNCT
cet-13697	46	7	𝑔𝑖(𝑥0	𝑔𝑖(𝑥0	NOUN
cet-13697	46	8	)	)	PUNCT
cet-13697	46	9	−	−	PROPN
cet-13697	46	10	𝑔𝑖(𝑥𝑛	𝑔𝑖(𝑥𝑛	PROPN
cet-13697	46	11	)	)	PUNCT
cet-13697	46	12	𝑔𝑖(𝑥0	𝑔𝑖(𝑥0	PROPN
cet-13697	46	13	)	)	PUNCT
cet-13697	46	14	)	)	PUNCT
cet-13697	47	1	(	(	PUNCT
cet-13697	47	2	𝑥0	𝑥0	VERB
cet-13697	47	3	−	−	PROPN
cet-13697	47	4	𝑥𝑛	𝑥𝑛	NOUN
cet-13697	47	5	𝑥0	𝑥0	NOUN
cet-13697	47	6	)	)	PUNCT
cet-13697	47	7	]	]	PUNCT
cet-13697	47	8	2	2	NUM
cet-13697	47	9	𝑚	𝑚	NOUN
cet-13697	47	10	𝑛=1	𝑛=1	NOUN
cet-13697	47	11	(	(	PUNCT
cet-13697	47	12	3	3	NUM
cet-13697	47	13	)	)	PUNCT
cet-13697	47	14	2.4	2.4	NUM
cet-13697	47	15	parameter	parameter	NOUN
cet-13697	47	16	optimization	optimization	NOUN
cet-13697	47	17	this	this	DET
cet-13697	47	18	study	study	NOUN
cet-13697	47	19	utilized	utilize	VERB
cet-13697	47	20	the	the	DET
cet-13697	47	21	built	build	VERB
cet-13697	47	22	-	-	PUNCT
cet-13697	47	23	in	in	ADP
cet-13697	47	24	cobyla	cobyla	NOUN
cet-13697	47	25	module	module	NOUN
cet-13697	47	26	for	for	ADP
cet-13697	47	27	optimization	optimization	NOUN
cet-13697	47	28	in	in	ADP
cet-13697	47	29	comsol	comsol	NOUN
cet-13697	47	30	multiphysics	multiphysic	NOUN
cet-13697	47	31	as	as	SCONJ
cet-13697	47	32	illustrated	illustrate	VERB
cet-13697	47	33	in	in	ADP
cet-13697	47	34	figure	figure	NOUN
cet-13697	47	35	1	1	NUM
cet-13697	47	36	.	.	PUNCT
cet-13697	48	1	this	this	PRON
cet-13697	48	2	applies	apply	VERB
cet-13697	48	3	to	to	ADP
cet-13697	48	4	nonlinear	nonlinear	ADJ
cet-13697	48	5	systems	system	NOUN
cet-13697	48	6	and	and	CCONJ
cet-13697	48	7	does	do	AUX
cet-13697	48	8	not	not	PART
cet-13697	48	9	require	require	VERB
cet-13697	48	10	the	the	DET
cet-13697	48	11	derivative	derivative	NOUN
cet-13697	48	12	of	of	ADP
cet-13697	48	13	the	the	DET
cet-13697	48	14	objective	objective	ADJ
cet-13697	48	15	function	function	NOUN
cet-13697	48	16	to	to	PART
cet-13697	48	17	be	be	AUX
cet-13697	48	18	known	know	VERB
cet-13697	48	19	(	(	PUNCT
cet-13697	48	20	mei	mei	PROPN
cet-13697	48	21	et	et	PROPN
cet-13697	48	22	al	al	PROPN
cet-13697	48	23	.	.	PROPN
cet-13697	48	24	,	,	PUNCT
cet-13697	48	25	2018	2018	NUM
cet-13697	48	26	)	)	PUNCT
cet-13697	48	27	.	.	PUNCT
cet-13697	49	1	this	this	DET
cet-13697	49	2	algorithm	algorithm	NOUN
cet-13697	49	3	employs	employ	VERB
cet-13697	49	4	iterative	iterative	ADJ
cet-13697	49	5	linear	linear	ADJ
cet-13697	49	6	approximations	approximation	NOUN
cet-13697	49	7	to	to	PART
cet-13697	49	8	optimize	optimize	VERB
cet-13697	49	9	the	the	DET
cet-13697	49	10	objective	objective	ADJ
cet-13697	49	11	function	function	NOUN
cet-13697	49	12	,	,	PUNCT
cet-13697	49	13	energy	energy	NOUN
cet-13697	49	14	density	density	NOUN
cet-13697	49	15	optimization	optimization	NOUN
cet-13697	49	16	,	,	PUNCT
cet-13697	49	17	within	within	ADP
cet-13697	49	18	given	give	VERB
cet-13697	49	19	constraints	constraint	NOUN
cet-13697	49	20	.	.	PUNCT
cet-13697	50	1	first	first	ADV
cet-13697	50	2	,	,	PUNCT
cet-13697	50	3	the	the	DET
cet-13697	50	4	power	power	NOUN
cet-13697	50	5	density	density	NOUN
cet-13697	50	6	of	of	ADP
cet-13697	50	7	the	the	DET
cet-13697	50	8	modeled	model	VERB
cet-13697	50	9	battery	battery	NOUN
cet-13697	50	10	must	must	AUX
cet-13697	50	11	not	not	PART
cet-13697	50	12	fall	fall	VERB
cet-13697	50	13	by	by	ADP
cet-13697	50	14	more	more	ADJ
cet-13697	50	15	than	than	ADP
cet-13697	50	16	10	10	NUM
cet-13697	50	17	%	%	NOUN
cet-13697	50	18	in	in	ADP
cet-13697	50	19	the	the	DET
cet-13697	50	20	optimization	optimization	NOUN
cet-13697	50	21	result	result	NOUN
cet-13697	50	22	to	to	PART
cet-13697	50	23	avoid	avoid	VERB
cet-13697	50	24	solving	solve	VERB
cet-13697	50	25	with	with	ADP
cet-13697	50	26	a	a	DET
cet-13697	50	27	significantly	significantly	ADV
cet-13697	50	28	reduced	reduce	VERB
cet-13697	50	29	rate	rate	NOUN
cet-13697	50	30	capability	capability	NOUN
cet-13697	50	31	.	.	PUNCT
cet-13697	51	1	second	second	ADJ
cet-13697	51	2	,	,	PUNCT
cet-13697	51	3	the	the	DET
cet-13697	51	4	discharge	discharge	NOUN
cet-13697	51	5	time	time	NOUN
cet-13697	51	6	is	be	AUX
cet-13697	51	7	limited	limit	VERB
cet-13697	51	8	to	to	ADP
cet-13697	51	9	the	the	DET
cet-13697	51	10	maximum	maximum	ADJ
cet-13697	51	11	theoretical	theoretical	ADJ
cet-13697	51	12	value	value	NOUN
cet-13697	51	13	for	for	ADP
cet-13697	51	14	a	a	DET
cet-13697	51	15	given	give	VERB
cet-13697	51	16	c	c	NOUN
cet-13697	51	17	-	-	PUNCT
cet-13697	51	18	rate	rate	NOUN
cet-13697	51	19	.	.	PUNCT
cet-13697	52	1	for	for	ADP
cet-13697	52	2	instance	instance	NOUN
cet-13697	52	3	,	,	PUNCT
cet-13697	52	4	the	the	DET
cet-13697	52	5	maximum	maximum	ADJ
cet-13697	52	6	discharge	discharge	NOUN
cet-13697	52	7	time	time	NOUN
cet-13697	52	8	is	be	AUX
cet-13697	52	9	limited	limit	VERB
cet-13697	52	10	to	to	ADP
cet-13697	52	11	3,600	3,600	NUM
cet-13697	52	12	s	s	NOUN
cet-13697	52	13	at	at	ADP
cet-13697	52	14	1	1	NUM
cet-13697	52	15	c	c	NOUN
cet-13697	52	16	,	,	PUNCT
cet-13697	52	17	while	while	SCONJ
cet-13697	52	18	the	the	DET
cet-13697	52	19	discharge	discharge	NOUN
cet-13697	52	20	time	time	NOUN
cet-13697	52	21	is	be	AUX
cet-13697	52	22	limited	limit	VERB
cet-13697	52	23	to	to	ADP
cet-13697	52	24	7,200	7,200	NUM
cet-13697	52	25	s	s	NOUN
cet-13697	52	26	at	at	ADP
cet-13697	52	27	0.5	0.5	NUM
cet-13697	52	28	c.	c.	NOUN
cet-13697	52	29	the	the	DET
cet-13697	52	30	result	result	NOUN
cet-13697	52	31	of	of	ADP
cet-13697	52	32	this	this	DET
cet-13697	52	33	constraint	constraint	NOUN
cet-13697	52	34	is	be	AUX
cet-13697	52	35	that	that	SCONJ
cet-13697	52	36	the	the	DET
cet-13697	52	37	optimization	optimization	NOUN
cet-13697	52	38	algorithm	algorithm	NOUN
cet-13697	52	39	will	will	AUX
cet-13697	52	40	minimize	minimize	VERB
cet-13697	52	41	the	the	DET
cet-13697	52	42	battery	battery	NOUN
cet-13697	52	43	mass	mass	NOUN
cet-13697	52	44	such	such	ADJ
cet-13697	52	45	that	that	SCONJ
cet-13697	52	46	the	the	DET
cet-13697	52	47	battery	battery	NOUN
cet-13697	52	48	capacity	capacity	NOUN
cet-13697	52	49	is	be	AUX
cet-13697	52	50	still	still	ADV
cet-13697	52	51	2,000	2,000	NUM
cet-13697	52	52	mah	mah	NOUN
cet-13697	52	53	.	.	PUNCT
cet-13697	52	54	third	third	ADJ
cet-13697	52	55	,	,	PUNCT
cet-13697	52	56	the	the	DET
cet-13697	52	57	heat	heat	NOUN
cet-13697	52	58	generation	generation	NOUN
cet-13697	52	59	and	and	CCONJ
cet-13697	52	60	the	the	DET
cet-13697	52	61	average	average	ADJ
cet-13697	52	62	heat	heat	NOUN
cet-13697	52	63	generation	generation	NOUN
cet-13697	52	64	rate	rate	NOUN
cet-13697	52	65	should	should	AUX
cet-13697	52	66	not	not	PART
cet-13697	52	67	increase	increase	VERB
cet-13697	52	68	by	by	ADP
cet-13697	52	69	more	more	ADJ
cet-13697	52	70	than	than	ADP
cet-13697	52	71	20	20	NUM
cet-13697	52	72	%	%	NOUN
cet-13697	52	73	to	to	PART
cet-13697	52	74	avoid	avoid	VERB
cet-13697	52	75	excessive	excessive	ADJ
cet-13697	52	76	heat	heat	NOUN
cet-13697	52	77	generation	generation	NOUN
cet-13697	52	78	,	,	PUNCT
cet-13697	52	79	which	which	PRON
cet-13697	52	80	may	may	AUX
cet-13697	52	81	lead	lead	VERB
cet-13697	52	82	to	to	ADP
cet-13697	52	83	unsafe	unsafe	ADJ
cet-13697	52	84	battery	battery	NOUN
cet-13697	52	85	operation	operation	NOUN
cet-13697	52	86	.	.	PUNCT
cet-13697	53	1	884	884	NUM
cet-13697	53	2	figure	figure	NOUN
cet-13697	53	3	1	1	NUM
cet-13697	53	4	:	:	PUNCT
cet-13697	53	5	lipo	lipo	NOUN
cet-13697	53	6	battery	battery	NOUN
cet-13697	53	7	optimization	optimization	NOUN
cet-13697	53	8	procedure	procedure	NOUN
cet-13697	53	9	flowchart	flowchart	NOUN
cet-13697	53	10	3	3	NUM
cet-13697	53	11	.	.	NOUN
cet-13697	53	12	results	result	NOUN
cet-13697	53	13	and	and	CCONJ
cet-13697	53	14	discussion	discussion	NOUN
cet-13697	53	15	3.1	3.1	NUM
cet-13697	53	16	parameter	parameter	NOUN
cet-13697	53	17	estimation	estimation	NOUN
cet-13697	53	18	simultaneous	simultaneous	ADJ
cet-13697	53	19	estimation	estimation	NOUN
cet-13697	53	20	of	of	ADP
cet-13697	53	21	the	the	DET
cet-13697	53	22	rate	rate	NOUN
cet-13697	53	23	constants	constant	NOUN
cet-13697	53	24	and	and	CCONJ
cet-13697	53	25	diffusion	diffusion	NOUN
cet-13697	53	26	coefficients	coefficient	NOUN
cet-13697	53	27	in	in	ADP
cet-13697	53	28	the	the	DET
cet-13697	53	29	anode	anode	NOUN
cet-13697	53	30	and	and	CCONJ
cet-13697	53	31	cathode	cathode	NOUN
cet-13697	53	32	via	via	ADP
cet-13697	53	33	the	the	DET
cet-13697	53	34	levenberg	levenberg	PROPN
cet-13697	53	35	-	-	PUNCT
cet-13697	53	36	marquardt	marquardt	PROPN
cet-13697	53	37	method	method	NOUN
cet-13697	53	38	yielded	yield	VERB
cet-13697	53	39	different	different	ADJ
cet-13697	53	40	values	value	NOUN
cet-13697	53	41	depending	depend	VERB
cet-13697	53	42	on	on	ADP
cet-13697	53	43	the	the	DET
cet-13697	53	44	discharge	discharge	NOUN
cet-13697	53	45	rate	rate	NOUN
cet-13697	53	46	,	,	PUNCT
cet-13697	53	47	as	as	SCONJ
cet-13697	53	48	shown	show	VERB
cet-13697	53	49	in	in	ADP
cet-13697	53	50	table	table	NOUN
cet-13697	53	51	1	1	NUM
cet-13697	53	52	.	.	PUNCT
cet-13697	53	53	table	table	NOUN
cet-13697	53	54	1	1	NUM
cet-13697	53	55	:	:	PUNCT
cet-13697	53	56	estimated	estimate	VERB
cet-13697	53	57	parameter	parameter	NOUN
cet-13697	53	58	values	value	NOUN
cet-13697	53	59	from	from	ADP
cet-13697	53	60	the	the	DET
cet-13697	53	61	levenberg	levenberg	PROPN
cet-13697	53	62	-	-	PUNCT
cet-13697	53	63	marquardt	marquardt	PROPN
cet-13697	53	64	method	method	PROPN
cet-13697	53	65	parameter	parameter	PROPN
cet-13697	53	66	initial	initial	NOUN
cet-13697	53	67	estimated	estimate	VERB
cet-13697	53	68	1	1	NUM
cet-13697	53	69	c	c	NOUN
cet-13697	53	70	discharge	discharge	VERB
cet-13697	53	71	0.5	0.5	NUM
cet-13697	53	72	c	c	NOUN
cet-13697	53	73	discharge	discharge	NOUN
cet-13697	53	74	kcathode	kcathode	NOUN
cet-13697	53	75	(	(	PUNCT
cet-13697	53	76	mol2.5	mol2.5	NOUN
cet-13697	53	77	/	/	SYM
cet-13697	53	78	mol0.5•s	mol0.5•s	NOUN
cet-13697	53	79	)	)	PUNCT
cet-13697	54	1	6.67	6.67	NUM
cet-13697	54	2	x	x	SYM
cet-13697	54	3	10	10	NUM
cet-13697	54	4	-	-	SYM
cet-13697	54	5	11	11	NUM
cet-13697	54	6	9.60	9.60	NUM
cet-13697	54	7	x	x	SYM
cet-13697	54	8	10	10	NUM
cet-13697	54	9	-	-	SYM
cet-13697	54	10	13	13	NUM
cet-13697	54	11	9.59	9.59	NUM
cet-13697	54	12	x	x	SYM
cet-13697	54	13	10	10	NUM
cet-13697	54	14	-	-	SYM
cet-13697	54	15	13	13	NUM
cet-13697	54	16	kanode	kanode	NOUN
cet-13697	54	17	(	(	PUNCT
cet-13697	54	18	mol2.5	mol2.5	NOUN
cet-13697	54	19	/	/	SYM
cet-13697	54	20	mol0.5•s	mol0.5•s	NOUN
cet-13697	54	21	)	)	PUNCT
cet-13697	54	22	1.76	1.76	NUM
cet-13697	54	23	x	x	SYM
cet-13697	54	24	10	10	NUM
cet-13697	54	25	-	-	SYM
cet-13697	54	26	11	11	NUM
cet-13697	54	27	9.48	9.48	NUM
cet-13697	54	28	x	x	SYM
cet-13697	54	29	10	10	NUM
cet-13697	54	30	-	-	SYM
cet-13697	54	31	13	13	NUM
cet-13697	54	32	9.38	9.38	NUM
cet-13697	54	33	x	x	SYM
cet-13697	54	34	10	10	NUM
cet-13697	54	35	-	-	SYM
cet-13697	54	36	13	13	NUM
cet-13697	54	37	dli.s	dli.s	PROPN
cet-13697	54	38	,	,	PUNCT
cet-13697	54	39	cathode	cathode	NOUN
cet-13697	54	40	(	(	PUNCT
cet-13697	54	41	m2	m2	PROPN
cet-13697	54	42	/	/	SYM
cet-13697	54	43	s	s	PROPN
cet-13697	54	44	)	)	PUNCT
cet-13697	54	45	1.00	1.00	NUM
cet-13697	54	46	x	x	SYM
cet-13697	54	47	10	10	NUM
cet-13697	54	48	-	-	SYM
cet-13697	54	49	11	11	NUM
cet-13697	54	50	1.00	1.00	NUM
cet-13697	54	51	x	x	SYM
cet-13697	54	52	10	10	NUM
cet-13697	54	53	-	-	SYM
cet-13697	54	54	13	13	NUM
cet-13697	54	55	1.07	1.07	NUM
cet-13697	54	56	x	x	SYM
cet-13697	54	57	10	10	NUM
cet-13697	54	58	-	-	SYM
cet-13697	54	59	13	13	NUM
cet-13697	54	60	dli.s	dli.s	PROPN
cet-13697	54	61	,	,	PUNCT
cet-13697	54	62	anode	anode	NOUN
cet-13697	54	63	(	(	PUNCT
cet-13697	54	64	m2	m2	PROPN
cet-13697	54	65	/	/	SYM
cet-13697	54	66	s	s	PROPN
cet-13697	54	67	)	)	PUNCT
cet-13697	54	68	5.50	5.50	NUM
cet-13697	54	69	x	x	SYM
cet-13697	54	70	10	10	NUM
cet-13697	54	71	-	-	SYM
cet-13697	54	72	14	14	NUM
cet-13697	54	73	3.90	3.90	NUM
cet-13697	54	74	x	x	SYM
cet-13697	54	75	10	10	NUM
cet-13697	54	76	-	-	SYM
cet-13697	54	77	14	14	NUM
cet-13697	54	78	1.93	1.93	NUM
cet-13697	54	79	x	x	SYM
cet-13697	54	80	10	10	NUM
cet-13697	54	81	-	-	SYM
cet-13697	54	82	14	14	NUM
cet-13697	54	83	the	the	DET
cet-13697	54	84	values	value	NOUN
cet-13697	54	85	of	of	ADP
cet-13697	54	86	kcathode	kcathode	PROPN
cet-13697	54	87	,	,	PUNCT
cet-13697	54	88	kanode	kanode	PROPN
cet-13697	54	89	,	,	PUNCT
cet-13697	54	90	and	and	CCONJ
cet-13697	54	91	dli.s	dli.s	PROPN
cet-13697	54	92	,	,	PUNCT
cet-13697	54	93	cathode	cathode	NOUN
cet-13697	54	94	changed	change	VERB
cet-13697	54	95	proportionally	proportionally	ADV
cet-13697	54	96	regardless	regardless	ADV
cet-13697	54	97	of	of	ADP
cet-13697	54	98	the	the	DET
cet-13697	54	99	c	c	NOUN
cet-13697	54	100	-	-	PUNCT
cet-13697	54	101	rate	rate	NOUN
cet-13697	54	102	,	,	PUNCT
cet-13697	54	103	describing	describe	VERB
cet-13697	54	104	that	that	SCONJ
cet-13697	54	105	the	the	DET
cet-13697	54	106	c	c	NOUN
cet-13697	54	107	-	-	PUNCT
cet-13697	54	108	rate	rate	NOUN
cet-13697	54	109	value	value	NOUN
cet-13697	54	110	does	do	AUX
cet-13697	54	111	not	not	PART
cet-13697	54	112	hold	hold	VERB
cet-13697	54	113	a	a	DET
cet-13697	54	114	substantial	substantial	ADJ
cet-13697	54	115	effect	effect	NOUN
cet-13697	54	116	on	on	ADP
cet-13697	54	117	the	the	DET
cet-13697	54	118	estimation	estimation	NOUN
cet-13697	54	119	of	of	ADP
cet-13697	54	120	the	the	DET
cet-13697	54	121	mentioned	mention	VERB
cet-13697	54	122	parameters	parameter	NOUN
cet-13697	54	123	.	.	PUNCT
cet-13697	55	1	additionally	additionally	ADV
cet-13697	55	2	,	,	PUNCT
cet-13697	55	3	the	the	DET
cet-13697	55	4	aforementioned	aforementioned	ADJ
cet-13697	55	5	parameters	parameter	NOUN
cet-13697	55	6	decreased	decrease	VERB
cet-13697	55	7	by	by	ADP
cet-13697	55	8	two	two	NUM
cet-13697	55	9	orders	order	NOUN
cet-13697	55	10	of	of	ADP
cet-13697	55	11	magnitude	magnitude	NOUN
cet-13697	55	12	.	.	PUNCT
cet-13697	56	1	the	the	DET
cet-13697	56	2	kcathode	kcathode	PROPN
cet-13697	56	3	,	,	PUNCT
cet-13697	56	4	kanode	kanode	PROPN
cet-13697	56	5	,	,	PUNCT
cet-13697	56	6	and	and	CCONJ
cet-13697	56	7	dli.s	dli.s	PROPN
cet-13697	56	8	,	,	PUNCT
cet-13697	56	9	cathode	cathode	NOUN
cet-13697	56	10	decreased	decrease	VERB
cet-13697	56	11	by	by	ADP
cet-13697	56	12	70-	70-	NUM
cet-13697	56	13	,	,	PUNCT
cet-13697	56	14	18-	18-	NUM
cet-13697	56	15	,	,	PUNCT
cet-13697	56	16	and	and	CCONJ
cet-13697	56	17	100	100	NUM
cet-13697	56	18	-	-	NUM
cet-13697	56	19	fold	fold	VERB
cet-13697	56	20	in	in	ADP
cet-13697	56	21	both	both	CCONJ
cet-13697	56	22	c	c	NOUN
cet-13697	56	23	-	-	PUNCT
cet-13697	56	24	rates	rate	NOUN
cet-13697	56	25	.	.	PUNCT
cet-13697	57	1	only	only	ADV
cet-13697	57	2	the	the	DET
cet-13697	57	3	estimated	estimate	VERB
cet-13697	57	4	dli.s	dli.s	PROPN
cet-13697	57	5	,	,	PUNCT
cet-13697	57	6	anode	anode	NOUN
cet-13697	57	7	value	value	NOUN
cet-13697	57	8	changed	change	VERB
cet-13697	57	9	with	with	ADP
cet-13697	57	10	respect	respect	NOUN
cet-13697	57	11	to	to	ADP
cet-13697	57	12	the	the	DET
cet-13697	57	13	c	c	NOUN
cet-13697	57	14	-	-	PUNCT
cet-13697	57	15	rate	rate	NOUN
cet-13697	57	16	,	,	PUNCT
cet-13697	57	17	decreasing	decrease	VERB
cet-13697	57	18	at	at	ADP
cet-13697	57	19	60	60	NUM
cet-13697	57	20	%	%	NOUN
cet-13697	57	21	of	of	ADP
cet-13697	57	22	its	its	PRON
cet-13697	57	23	original	original	ADJ
cet-13697	57	24	value	value	NOUN
cet-13697	57	25	at	at	ADP
cet-13697	57	26	1	1	NUM
cet-13697	57	27	c	c	NOUN
cet-13697	57	28	and	and	CCONJ
cet-13697	57	29	35	35	NUM
cet-13697	57	30	%	%	NOUN
cet-13697	57	31	of	of	ADP
cet-13697	57	32	its	its	PRON
cet-13697	57	33	initial	initial	ADJ
cet-13697	57	34	value	value	NOUN
cet-13697	57	35	at	at	ADP
cet-13697	57	36	0.5	0.5	NUM
cet-13697	57	37	c.	c.	NOUN
cet-13697	57	38	the	the	DET
cet-13697	57	39	deviation	deviation	NOUN
cet-13697	57	40	stems	stem	VERB
cet-13697	57	41	from	from	ADP
cet-13697	57	42	the	the	DET
cet-13697	57	43	experimental	experimental	ADJ
cet-13697	57	44	data	datum	NOUN
cet-13697	57	45	;	;	PUNCT
cet-13697	57	46	two	two	NUM
cet-13697	57	47	different	different	ADJ
cet-13697	57	48	batteries	battery	NOUN
cet-13697	57	49	with	with	ADP
cet-13697	57	50	the	the	DET
cet-13697	57	51	same	same	ADJ
cet-13697	57	52	battery	battery	NOUN
cet-13697	57	53	chemistry	chemistry	NOUN
cet-13697	57	54	were	be	AUX
cet-13697	57	55	used	use	VERB
cet-13697	57	56	to	to	PART
cet-13697	57	57	obtain	obtain	VERB
cet-13697	57	58	the	the	DET
cet-13697	57	59	discharge	discharge	NOUN
cet-13697	57	60	data	datum	NOUN
cet-13697	57	61	at	at	ADP
cet-13697	57	62	1	1	NUM
cet-13697	57	63	c	c	NOUN
cet-13697	57	64	and	and	CCONJ
cet-13697	57	65	0.5	0.5	NUM
cet-13697	57	66	c	c	NOUN
cet-13697	57	67	to	to	PART
cet-13697	57	68	ensure	ensure	VERB
cet-13697	57	69	fresh	fresh	ADJ
cet-13697	57	70	and	and	CCONJ
cet-13697	57	71	uncycled	uncycled	ADJ
cet-13697	57	72	batteries	battery	NOUN
cet-13697	57	73	and	and	CCONJ
cet-13697	57	74	to	to	PART
cet-13697	57	75	circumvent	circumvent	VERB
cet-13697	57	76	degradation	degradation	NOUN
cet-13697	57	77	and	and	CCONJ
cet-13697	57	78	capacity	capacity	NOUN
cet-13697	57	79	fade	fade	NOUN
cet-13697	57	80	effects	effect	NOUN
cet-13697	57	81	.	.	PUNCT
cet-13697	58	1	as	as	ADP
cet-13697	58	2	such	such	ADJ
cet-13697	58	3	,	,	PUNCT
cet-13697	58	4	these	these	DET
cet-13697	58	5	two	two	NUM
cet-13697	58	6	batteries	battery	NOUN
cet-13697	58	7	may	may	AUX
cet-13697	58	8	not	not	PART
cet-13697	58	9	be	be	AUX
cet-13697	58	10	accurately	accurately	ADV
cet-13697	58	11	identical	identical	ADJ
cet-13697	58	12	in	in	ADP
cet-13697	58	13	terms	term	NOUN
cet-13697	58	14	of	of	ADP
cet-13697	58	15	anode	anode	NOUN
cet-13697	58	16	structure	structure	NOUN
cet-13697	58	17	and	and	CCONJ
cet-13697	58	18	solidelectrolyte	solidelectrolyte	ADJ
cet-13697	58	19	interface	interface	NOUN
cet-13697	58	20	thickness	thickness	NOUN
cet-13697	58	21	,	,	PUNCT
cet-13697	58	22	affecting	affect	VERB
cet-13697	58	23	the	the	DET
cet-13697	58	24	estimated	estimate	VERB
cet-13697	58	25	diffusion	diffusion	NOUN
cet-13697	58	26	coefficient	coefficient	NOUN
cet-13697	58	27	.	.	PUNCT
cet-13697	59	1	figure	figure	NOUN
cet-13697	59	2	2	2	NUM
cet-13697	59	3	:	:	PUNCT
cet-13697	59	4	comparison	comparison	NOUN
cet-13697	59	5	between	between	ADP
cet-13697	59	6	fitted	fit	VERB
cet-13697	59	7	model	model	NOUN
cet-13697	59	8	results	result	NOUN
cet-13697	59	9	(	(	PUNCT
cet-13697	59	10	black	black	ADJ
cet-13697	59	11	lines	line	NOUN
cet-13697	59	12	)	)	PUNCT
cet-13697	59	13	,	,	PUNCT
cet-13697	59	14	experimental	experimental	ADJ
cet-13697	59	15	data	datum	NOUN
cet-13697	59	16	(	(	PUNCT
cet-13697	59	17	red	red	ADJ
cet-13697	59	18	lines	line	NOUN
cet-13697	59	19	)	)	PUNCT
cet-13697	59	20	,	,	PUNCT
cet-13697	59	21	and	and	CCONJ
cet-13697	59	22	reference	reference	NOUN
cet-13697	59	23	literature	literature	NOUN
cet-13697	59	24	model	model	NOUN
cet-13697	59	25	results	result	NOUN
cet-13697	59	26	(	(	PUNCT
cet-13697	59	27	blue	blue	ADJ
cet-13697	59	28	lines	line	NOUN
cet-13697	59	29	)	)	PUNCT
cet-13697	59	30	for	for	ADP
cet-13697	59	31	(	(	PUNCT
cet-13697	59	32	a	a	X
cet-13697	59	33	)	)	PUNCT
cet-13697	59	34	1	1	NUM
cet-13697	59	35	c	c	NOUN
cet-13697	59	36	and	and	CCONJ
cet-13697	59	37	(	(	PUNCT
cet-13697	59	38	b	b	NOUN
cet-13697	59	39	)	)	PUNCT
cet-13697	59	40	0.5	0.5	NUM
cet-13697	59	41	c	c	NOUN
cet-13697	59	42	discharge	discharge	NOUN
cet-13697	59	43	rates	rate	NOUN
cet-13697	59	44	figure	figure	VERB
cet-13697	59	45	2	2	NUM
cet-13697	59	46	displays	display	NOUN
cet-13697	59	47	parameter	parameter	NOUN
cet-13697	59	48	adjustments	adjustment	NOUN
cet-13697	59	49	'	'	PART
cet-13697	59	50	effects	effect	NOUN
cet-13697	59	51	during	during	ADP
cet-13697	59	52	discharge	discharge	NOUN
cet-13697	59	53	at	at	ADP
cet-13697	59	54	1	1	NUM
cet-13697	59	55	c	c	NOUN
cet-13697	59	56	and	and	CCONJ
cet-13697	59	57	0.5	0.5	NUM
cet-13697	59	58	c.	c.	NOUN
cet-13697	59	59	for	for	ADP
cet-13697	59	60	both	both	DET
cet-13697	59	61	discharge	discharge	NOUN
cet-13697	59	62	rates	rate	NOUN
cet-13697	59	63	,	,	PUNCT
cet-13697	59	64	significant	significant	ADJ
cet-13697	59	65	deviations	deviation	NOUN
cet-13697	59	66	are	be	AUX
cet-13697	59	67	observed	observe	VERB
cet-13697	59	68	at	at	ADP
cet-13697	59	69	the	the	DET
cet-13697	59	70	start	start	NOUN
cet-13697	59	71	of	of	ADP
cet-13697	59	72	the	the	DET
cet-13697	59	73	discharge	discharge	NOUN
cet-13697	59	74	process	process	NOUN
cet-13697	59	75	.	.	PUNCT
cet-13697	60	1	near	near	ADP
cet-13697	60	2	the	the	DET
cet-13697	60	3	end	end	NOUN
cet-13697	60	4	of	of	ADP
cet-13697	60	5	the	the	DET
cet-13697	60	6	discharge	discharge	NOUN
cet-13697	60	7	,	,	PUNCT
cet-13697	60	8	the	the	DET
cet-13697	60	9	model	model	NOUN
cet-13697	60	10	results	result	VERB
cet-13697	60	11	almost	almost	ADV
cet-13697	60	12	mirror	mirror	VERB
cet-13697	60	13	the	the	DET
cet-13697	60	14	experimental	experimental	ADJ
cet-13697	60	15	data	datum	NOUN
cet-13697	60	16	.	.	PUNCT
cet-13697	61	1	it	it	PRON
cet-13697	61	2	was	be	AUX
cet-13697	61	3	found	find	VERB
cet-13697	61	4	that	that	SCONJ
cet-13697	61	5	the	the	DET
cet-13697	61	6	maximum	maximum	ADJ
cet-13697	61	7	deviation	deviation	NOUN
cet-13697	61	8	was	be	AUX
cet-13697	61	9	observed	observe	VERB
cet-13697	61	10	at	at	ADP
cet-13697	61	11	the	the	DET
cet-13697	61	12	start	start	NOUN
cet-13697	61	13	of	of	ADP
cet-13697	61	14	the	the	DET
cet-13697	61	15	discharge	discharge	NOUN
cet-13697	61	16	process	process	NOUN
cet-13697	61	17	for	for	ADP
cet-13697	61	18	both	both	DET
cet-13697	61	19	c	c	NOUN
cet-13697	61	20	-	-	PUNCT
cet-13697	61	21	rates	rate	NOUN
cet-13697	61	22	having	have	VERB
cet-13697	61	23	a	a	DET
cet-13697	61	24	minimal	minimal	ADJ
cet-13697	61	25	rmse	rmse	NOUN
cet-13697	61	26	of	of	ADP
cet-13697	61	27	only	only	ADV
cet-13697	61	28	35	35	NUM
cet-13697	61	29	mv	mv	NOUN
cet-13697	61	30	for	for	ADP
cet-13697	61	31	both	both	DET
cet-13697	61	32	c	c	NOUN
cet-13697	61	33	-	-	PUNCT
cet-13697	61	34	rates	rate	NOUN
cet-13697	61	35	.	.	PUNCT
cet-13697	62	1	this	this	DET
cet-13697	62	2	accuracy	accuracy	NOUN
cet-13697	62	3	has	have	AUX
cet-13697	62	4	shown	show	VERB
cet-13697	62	5	significant	significant	ADJ
cet-13697	62	6	improvement	improvement	NOUN
cet-13697	62	7	from	from	ADP
cet-13697	62	8	the	the	DET
cet-13697	62	9	reference	reference	NOUN
cet-13697	62	10	base	base	NOUN
cet-13697	62	11	model	model	NOUN
cet-13697	62	12	of	of	ADP
cet-13697	62	13	domalanta	domalanta	PROPN
cet-13697	62	14	et	et	PROPN
cet-13697	62	15	al	al	PROPN
cet-13697	62	16	.	.	PROPN
cet-13697	63	1	(	(	PUNCT
cet-13697	63	2	2023	2023	NUM
cet-13697	63	3	)	)	PUNCT
cet-13697	63	4	,	,	PUNCT
cet-13697	63	5	which	which	PRON
cet-13697	63	6	had	have	VERB
cet-13697	63	7	an	an	DET
cet-13697	63	8	rmse	rmse	NOUN
cet-13697	63	9	of	of	ADP
cet-13697	63	10	60	60	NUM
cet-13697	63	11	mv	mv	NOUN
cet-13697	63	12	and	and	CCONJ
cet-13697	63	13	70	70	NUM
cet-13697	63	14	mv	mv	PROPN
cet-13697	63	15	,	,	PUNCT
cet-13697	63	16	for	for	ADP
cet-13697	63	17	1	1	NUM
cet-13697	63	18	c	c	NOUN
cet-13697	63	19	and	and	CCONJ
cet-13697	63	20	0.5	0.5	NUM
cet-13697	63	21	c.	c.	NOUN
cet-13697	63	22	improvement	improvement	NOUN
cet-13697	63	23	was	be	AUX
cet-13697	63	24	attributed	attribute	VERB
cet-13697	63	25	to	to	ADP
cet-13697	63	26	the	the	DET
cet-13697	63	27	fitted	fit	VERB
cet-13697	63	28	parameter	parameter	NOUN
cet-13697	63	29	values	value	NOUN
cet-13697	63	30	in	in	ADP
cet-13697	63	31	table	table	NOUN
cet-13697	63	32	1	1	NUM
cet-13697	63	33	that	that	PRON
cet-13697	63	34	may	may	AUX
cet-13697	63	35	have	have	VERB
cet-13697	63	36	a	a	DET
cet-13697	63	37	closer	close	ADJ
cet-13697	63	38	resemblance	resemblance	NOUN
cet-13697	63	39	to	to	ADP
cet-13697	63	40	the	the	DET
cet-13697	63	41	actual	actual	ADJ
cet-13697	63	42	property	property	NOUN
cet-13697	63	43	values	value	NOUN
cet-13697	63	44	unlike	unlike	ADP
cet-13697	63	45	that	that	PRON
cet-13697	63	46	of	of	ADP
cet-13697	63	47	the	the	DET
cet-13697	63	48	base	base	NOUN
cet-13697	63	49	model	model	NOUN
cet-13697	63	50	reference	reference	NOUN
cet-13697	63	51	that	that	PRON
cet-13697	63	52	relied	rely	VERB
cet-13697	63	53	on	on	ADP
cet-13697	63	54	literature	literature	NOUN
cet-13697	63	55	-	-	PUNCT
cet-13697	63	56	reported	report	VERB
cet-13697	63	57	values	value	NOUN
cet-13697	63	58	.	.	PUNCT
cet-13697	64	1	3.2	3.2	NUM
cet-13697	64	2	sensitivity	sensitivity	NOUN
cet-13697	64	3	analysis	analysis	NOUN
cet-13697	64	4	each	each	DET
cet-13697	64	5	selected	select	VERB
cet-13697	64	6	design	design	NOUN
cet-13697	64	7	battery	battery	NOUN
cet-13697	64	8	parameter	parameter	NOUN
cet-13697	64	9	was	be	AUX
cet-13697	64	10	analyzed	analyze	VERB
cet-13697	64	11	for	for	ADP
cet-13697	64	12	each	each	DET
cet-13697	64	13	discharge	discharge	NOUN
cet-13697	64	14	rate	rate	NOUN
cet-13697	64	15	.	.	PUNCT
cet-13697	65	1	energy	energy	NOUN
cet-13697	65	2	density	density	NOUN
cet-13697	65	3	sensitivity	sensitivity	NOUN
cet-13697	65	4	(	(	PUNCT
cet-13697	65	5	med	med	PROPN
cet-13697	65	6	)	)	PUNCT
cet-13697	65	7	reveals	reveal	VERB
cet-13697	65	8	the	the	DET
cet-13697	65	9	two	two	NUM
cet-13697	65	10	most	most	ADV
cet-13697	65	11	sensitive	sensitive	ADJ
cet-13697	65	12	parameters	parameter	NOUN
cet-13697	65	13	are	be	AUX
cet-13697	65	14	similar	similar	ADJ
cet-13697	65	15	for	for	ADP
cet-13697	65	16	both	both	DET
cet-13697	65	17	discharge	discharge	NOUN
cet-13697	65	18	rates	rate	NOUN
cet-13697	65	19	,	,	PUNCT
cet-13697	65	20	which	which	PRON
cet-13697	65	21	are	be	AUX
cet-13697	65	22	the	the	DET
cet-13697	65	23	anode	anode	ADJ
cet-13697	65	24	active	active	ADJ
cet-13697	65	25	material	material	NOUN
cet-13697	65	26	fraction	fraction	NOUN
cet-13697	65	27	(	(	PUNCT
cet-13697	65	28	εs	εs	NOUN
cet-13697	65	29	,	,	PUNCT
cet-13697	65	30	anode	anode	NOUN
cet-13697	65	31	)	)	PUNCT
cet-13697	65	32	and	and	CCONJ
cet-13697	65	33	length	length	NOUN
cet-13697	65	34	(	(	PUNCT
cet-13697	65	35	lanode	lanode	NOUN
cet-13697	65	36	)	)	PUNCT
cet-13697	65	37	in	in	ADP
cet-13697	65	38	order	order	NOUN
cet-13697	65	39	.	.	PUNCT
cet-13697	66	1	this	this	PRON
cet-13697	66	2	suggests	suggest	VERB
cet-13697	66	3	that	that	SCONJ
cet-13697	66	4	the	the	DET
cet-13697	66	5	anode	anode	NOUN
cet-13697	66	6	properties	property	NOUN
cet-13697	66	7	are	be	AUX
cet-13697	66	8	integral	integral	ADJ
cet-13697	66	9	to	to	ADP
cet-13697	66	10	the	the	DET
cet-13697	66	11	885	885	NUM
cet-13697	66	12	optimization	optimization	NOUN
cet-13697	66	13	of	of	ADP
cet-13697	66	14	energy	energy	NOUN
cet-13697	66	15	density	density	NOUN
cet-13697	66	16	.	.	PUNCT
cet-13697	67	1	it	it	PRON
cet-13697	67	2	is	be	AUX
cet-13697	67	3	critical	critical	ADJ
cet-13697	67	4	to	to	PART
cet-13697	67	5	note	note	VERB
cet-13697	67	6	that	that	SCONJ
cet-13697	67	7	their	their	PRON
cet-13697	67	8	med	med	ADJ
cet-13697	67	9	sensitivity	sensitivity	NOUN
cet-13697	67	10	values	value	NOUN
cet-13697	67	11	are	be	AUX
cet-13697	67	12	several	several	ADJ
cet-13697	67	13	magnitudes	magnitude	NOUN
cet-13697	67	14	higher	high	ADJ
cet-13697	67	15	than	than	ADP
cet-13697	67	16	other	other	ADJ
cet-13697	67	17	values	value	NOUN
cet-13697	67	18	,	,	PUNCT
cet-13697	67	19	with	with	ADP
cet-13697	67	20	0.985	0.985	NUM
cet-13697	67	21	for	for	ADP
cet-13697	67	22	εs	εs	NOUN
cet-13697	67	23	,	,	PUNCT
cet-13697	67	24	anode	anode	NOUN
cet-13697	67	25	,	,	PUNCT
cet-13697	67	26	and	and	CCONJ
cet-13697	67	27	0.632	0.632	NUM
cet-13697	67	28	for	for	ADP
cet-13697	67	29	lanode	lanode	NOUN
cet-13697	67	30	,	,	PUNCT
cet-13697	67	31	(	(	PUNCT
cet-13697	67	32	both	both	CCONJ
cet-13697	67	33	at	at	ADP
cet-13697	67	34	1	1	NUM
cet-13697	67	35	c	c	NOUN
cet-13697	67	36	)	)	PUNCT
cet-13697	67	37	.	.	PUNCT
cet-13697	68	1	the	the	DET
cet-13697	68	2	next	next	ADJ
cet-13697	68	3	most	most	ADV
cet-13697	68	4	sensitive	sensitive	ADJ
cet-13697	68	5	parameter	parameter	NOUN
cet-13697	68	6	is	be	AUX
cet-13697	68	7	lcathode	lcathode	ADJ
cet-13697	68	8	with	with	ADP
cet-13697	68	9	a	a	DET
cet-13697	68	10	med	med	ADJ
cet-13697	68	11	value	value	NOUN
cet-13697	68	12	of	of	ADP
cet-13697	68	13	0.256	0.256	NUM
cet-13697	68	14	at	at	ADP
cet-13697	68	15	1	1	NUM
cet-13697	68	16	c	c	NOUN
cet-13697	68	17	,	,	PUNCT
cet-13697	68	18	which	which	PRON
cet-13697	68	19	is	be	AUX
cet-13697	68	20	around	around	ADV
cet-13697	68	21	four	four	NUM
cet-13697	68	22	times	time	NOUN
cet-13697	68	23	less	less	ADJ
cet-13697	68	24	than	than	ADP
cet-13697	68	25	that	that	PRON
cet-13697	68	26	of	of	ADP
cet-13697	68	27	εs	εs	ADP
cet-13697	68	28	,	,	PUNCT
cet-13697	68	29	anode	anode	NOUN
cet-13697	68	30	,	,	PUNCT
cet-13697	68	31	emphasizing	emphasize	VERB
cet-13697	68	32	their	their	PRON
cet-13697	68	33	impact	impact	NOUN
cet-13697	68	34	on	on	ADP
cet-13697	68	35	optimization	optimization	NOUN
cet-13697	68	36	.	.	PUNCT
cet-13697	69	1	sensitivity	sensitivity	NOUN
cet-13697	69	2	values	value	NOUN
cet-13697	69	3	vary	vary	VERB
cet-13697	69	4	with	with	ADP
cet-13697	69	5	c	c	NOUN
cet-13697	69	6	-	-	PUNCT
cet-13697	69	7	rates	rate	NOUN
cet-13697	69	8	due	due	ADJ
cet-13697	69	9	to	to	ADP
cet-13697	69	10	transport	transport	NOUN
cet-13697	69	11	limitations	limitation	NOUN
cet-13697	69	12	at	at	ADP
cet-13697	69	13	higher	high	ADJ
cet-13697	69	14	c	c	NOUN
cet-13697	69	15	-	-	PUNCT
cet-13697	69	16	rates	rate	NOUN
cet-13697	69	17	and	and	CCONJ
cet-13697	69	18	thermodynamic	thermodynamic	ADJ
cet-13697	69	19	limitations	limitation	NOUN
cet-13697	69	20	at	at	ADP
cet-13697	69	21	lower	low	ADJ
cet-13697	69	22	c	c	NOUN
cet-13697	69	23	-	-	PUNCT
cet-13697	69	24	rates	rate	NOUN
cet-13697	69	25	.	.	PUNCT
cet-13697	70	1	power	power	NOUN
cet-13697	70	2	density	density	NOUN
cet-13697	70	3	sensitivity	sensitivity	NOUN
cet-13697	70	4	(	(	PUNCT
cet-13697	70	5	mpd	mpd	NOUN
cet-13697	70	6	)	)	PUNCT
cet-13697	70	7	values	value	NOUN
cet-13697	70	8	are	be	AUX
cet-13697	70	9	lower	low	ADJ
cet-13697	70	10	compared	compare	VERB
cet-13697	70	11	to	to	ADP
cet-13697	70	12	med	med	ADJ
cet-13697	70	13	values	value	NOUN
cet-13697	70	14	on	on	ADP
cet-13697	70	15	average	average	ADJ
cet-13697	70	16	,	,	PUNCT
cet-13697	70	17	around	around	ADV
cet-13697	70	18	five	five	NUM
cet-13697	70	19	times	time	NOUN
cet-13697	70	20	,	,	PUNCT
cet-13697	70	21	and	and	CCONJ
cet-13697	70	22	there	there	PRON
cet-13697	70	23	are	be	VERB
cet-13697	70	24	no	no	DET
cet-13697	70	25	notable	notable	ADJ
cet-13697	70	26	values	value	NOUN
cet-13697	70	27	from	from	ADP
cet-13697	70	28	mpd	mpd	NOUN
cet-13697	70	29	values	value	NOUN
cet-13697	70	30	since	since	SCONJ
cet-13697	70	31	they	they	PRON
cet-13697	70	32	are	be	AUX
cet-13697	70	33	generally	generally	ADV
cet-13697	70	34	in	in	ADP
cet-13697	70	35	line	line	NOUN
cet-13697	70	36	with	with	ADP
cet-13697	70	37	prominent	prominent	ADJ
cet-13697	70	38	parameters	parameter	NOUN
cet-13697	70	39	for	for	ADP
cet-13697	70	40	med	med	ADJ
cet-13697	70	41	in	in	ADP
cet-13697	70	42	which	which	PRON
cet-13697	70	43	lanode	lanode	NOUN
cet-13697	70	44	,	,	PUNCT
cet-13697	70	45	and	and	CCONJ
cet-13697	70	46	lcathode	lcathode	NOUN
cet-13697	70	47	are	be	AUX
cet-13697	70	48	the	the	DET
cet-13697	70	49	most	most	ADV
cet-13697	70	50	sensitive	sensitive	ADJ
cet-13697	70	51	with	with	ADP
cet-13697	70	52	an	an	DET
cet-13697	70	53	average	average	ADJ
cet-13697	70	54	mpd	mpd	NOUN
cet-13697	70	55	value	value	NOUN
cet-13697	70	56	of	of	ADP
cet-13697	70	57	0.291	0.291	NUM
cet-13697	70	58	at	at	ADP
cet-13697	70	59	1	1	NUM
cet-13697	70	60	c.	c.	NOUN
cet-13697	70	61	results	result	NOUN
cet-13697	70	62	from	from	ADP
cet-13697	70	63	this	this	DET
cet-13697	70	64	sensitivity	sensitivity	NOUN
cet-13697	70	65	analysis	analysis	NOUN
cet-13697	70	66	are	be	AUX
cet-13697	70	67	aligned	align	VERB
cet-13697	70	68	with	with	ADP
cet-13697	70	69	the	the	DET
cet-13697	70	70	findings	finding	NOUN
cet-13697	70	71	of	of	ADP
cet-13697	70	72	hosseinzadeh	hosseinzadeh	PROPN
cet-13697	70	73	et	et	PROPN
cet-13697	70	74	al	al	PROPN
cet-13697	70	75	.	.	PROPN
cet-13697	71	1	(	(	PUNCT
cet-13697	71	2	2017	2017	NUM
cet-13697	71	3	)	)	PUNCT
cet-13697	71	4	,	,	PUNCT
cet-13697	71	5	where	where	SCONJ
cet-13697	71	6	the	the	DET
cet-13697	71	7	lengths	length	NOUN
cet-13697	71	8	and	and	CCONJ
cet-13697	71	9	the	the	DET
cet-13697	71	10	active	active	ADJ
cet-13697	71	11	material	material	NOUN
cet-13697	71	12	fraction	fraction	NOUN
cet-13697	71	13	were	be	AUX
cet-13697	71	14	determined	determine	VERB
cet-13697	71	15	to	to	PART
cet-13697	71	16	be	be	AUX
cet-13697	71	17	sensitive	sensitive	ADJ
cet-13697	71	18	for	for	ADP
cet-13697	71	19	both	both	DET
cet-13697	71	20	densities	density	NOUN
cet-13697	71	21	;	;	PUNCT
cet-13697	71	22	while	while	SCONJ
cet-13697	71	23	particle	particle	NOUN
cet-13697	71	24	size	size	NOUN
cet-13697	71	25	is	be	AUX
cet-13697	71	26	more	more	ADV
cet-13697	71	27	sensitive	sensitive	ADJ
cet-13697	71	28	to	to	ADP
cet-13697	71	29	energy	energy	NOUN
cet-13697	71	30	density	density	NOUN
cet-13697	71	31	.	.	PUNCT
cet-13697	72	1	the	the	DET
cet-13697	72	2	top	top	ADJ
cet-13697	72	3	four	four	NUM
cet-13697	72	4	parameters	parameter	NOUN
cet-13697	72	5	in	in	ADP
cet-13697	72	6	each	each	DET
cet-13697	72	7	discharge	discharge	NOUN
cet-13697	72	8	rate	rate	NOUN
cet-13697	72	9	are	be	AUX
cet-13697	72	10	chosen	choose	VERB
cet-13697	72	11	for	for	ADP
cet-13697	72	12	optimization	optimization	NOUN
cet-13697	72	13	.	.	PUNCT
cet-13697	73	1	given	give	VERB
cet-13697	73	2	that	that	SCONJ
cet-13697	73	3	the	the	DET
cet-13697	73	4	sensitivity	sensitivity	NOUN
cet-13697	73	5	of	of	ADP
cet-13697	73	6	εs	εs	ADP
cet-13697	73	7	,	,	PUNCT
cet-13697	73	8	anode	anode	NOUN
cet-13697	73	9	,	,	PUNCT
cet-13697	73	10	lanode	lanode	NOUN
cet-13697	73	11	,	,	PUNCT
cet-13697	73	12	and	and	CCONJ
cet-13697	73	13	lcathode	lcathode	ADJ
cet-13697	73	14	overlap	overlap	NOUN
cet-13697	73	15	for	for	ADP
cet-13697	73	16	both	both	DET
cet-13697	73	17	discharge	discharge	NOUN
cet-13697	73	18	rates	rate	NOUN
cet-13697	73	19	,	,	PUNCT
cet-13697	73	20	only	only	ADV
cet-13697	73	21	lsep	lsep	NOUN
cet-13697	73	22	and	and	CCONJ
cet-13697	73	23	rp	rp	NOUN
cet-13697	73	24	,	,	PUNCT
cet-13697	73	25	anode	anode	NOUN
cet-13697	73	26	were	be	AUX
cet-13697	73	27	added	add	VERB
cet-13697	73	28	.	.	PUNCT
cet-13697	73	29	3.3	3.3	NUM
cet-13697	73	30	parameter	parameter	NOUN
cet-13697	73	31	optimization	optimization	NOUN
cet-13697	73	32	the	the	DET
cet-13697	73	33	five	five	NUM
cet-13697	73	34	selected	select	VERB
cet-13697	73	35	parameters	parameter	NOUN
cet-13697	73	36	were	be	AUX
cet-13697	73	37	optimized	optimize	VERB
cet-13697	73	38	to	to	PART
cet-13697	73	39	maximize	maximize	VERB
cet-13697	73	40	energy	energy	NOUN
cet-13697	73	41	density	density	NOUN
cet-13697	73	42	using	use	VERB
cet-13697	73	43	the	the	DET
cet-13697	73	44	cobyla	cobyla	NOUN
cet-13697	73	45	optimization	optimization	NOUN
cet-13697	73	46	algorithm	algorithm	NOUN
cet-13697	73	47	with	with	ADP
cet-13697	73	48	the	the	DET
cet-13697	73	49	parameter	parameter	NOUN
cet-13697	73	50	range	range	NOUN
cet-13697	73	51	,	,	PUNCT
cet-13697	73	52	and	and	CCONJ
cet-13697	73	53	optimized	optimize	VERB
cet-13697	73	54	values	value	NOUN
cet-13697	73	55	are	be	AUX
cet-13697	73	56	presented	present	VERB
cet-13697	73	57	in	in	ADP
cet-13697	73	58	table	table	NOUN
cet-13697	73	59	2	2	NUM
cet-13697	73	60	.	.	PUNCT
cet-13697	73	61	table	table	NOUN
cet-13697	73	62	2	2	NUM
cet-13697	73	63	:	:	PUNCT
cet-13697	73	64	optimized	optimize	VERB
cet-13697	73	65	parameters	parameter	NOUN
cet-13697	73	66	for	for	ADP
cet-13697	73	67	the	the	DET
cet-13697	73	68	five	five	NUM
cet-13697	73	69	most	most	ADV
cet-13697	73	70	sensitive	sensitive	ADJ
cet-13697	73	71	parameters	parameter	NOUN
cet-13697	73	72	parameter	parameter	NOUN
cet-13697	73	73	range	range	VERB
cet-13697	73	74	1	1	NUM
cet-13697	73	75	c	c	NOUN
cet-13697	73	76	discharge	discharge	NOUN
cet-13697	73	77	rate	rate	NOUN
cet-13697	73	78	0.5	0.5	NUM
cet-13697	73	79	c	c	NOUN
cet-13697	73	80	discharge	discharge	NOUN
cet-13697	73	81	rate	rate	NOUN
cet-13697	73	82	initial	initial	ADJ
cet-13697	73	83	optimized	optimize	VERB
cet-13697	73	84	initial	initial	ADJ
cet-13697	73	85	optimized	optimize	VERB
cet-13697	73	86	value	value	NOUN
cet-13697	73	87	%	%	NOUN
cet-13697	73	88	change	change	NOUN
cet-13697	73	89	value	value	NOUN
cet-13697	73	90	%	%	NOUN
cet-13697	73	91	change	change	NOUN
cet-13697	73	92	εs	εs	ADP
cet-13697	73	93	,	,	PUNCT
cet-13697	73	94	anode	anode	NOUN
cet-13697	73	95	0.4–0.7	0.4–0.7	X
cet-13697	74	1	0.5052	0.5052	NUM
cet-13697	74	2	0.7	0.7	NUM
cet-13697	74	3	+38.6	+38.6	NOUN
cet-13697	74	4	%	%	NOUN
cet-13697	74	5	0.5052	0.5052	NUM
cet-13697	75	1	0.69645	0.69645	NUM
cet-13697	75	2	+37.9	+37.9	ADJ
cet-13697	75	3	%	%	NOUN
cet-13697	75	4	lanode	lanode	NOUN
cet-13697	75	5	(	(	PUNCT
cet-13697	75	6	μm	μm	NUM
cet-13697	75	7	)	)	PUNCT
cet-13697	75	8	35–105	35–105	NUM
cet-13697	75	9	73.5	73.5	NUM
cet-13697	75	10	55.559	55.559	NUM
cet-13697	75	11	-24.4	-24.4	NUM
cet-13697	75	12	%	%	NOUN
cet-13697	75	13	73.5	73.5	NUM
cet-13697	75	14	55.068	55.068	NUM
cet-13697	75	15	-25.1	-25.1	NUM
cet-13697	75	16	%	%	NOUN
cet-13697	75	17	lcathode	lcathode	NOUN
cet-13697	75	18	(	(	PUNCT
cet-13697	75	19	μm	μm	NOUN
cet-13697	75	20	)	)	PUNCT
cet-13697	75	21	35–105	35–105	NUM
cet-13697	75	22	70	70	NUM
cet-13697	75	23	50.134	50.134	NUM
cet-13697	75	24	-28.4	-28.4	NOUN
cet-13697	75	25	%	%	NOUN
cet-13697	75	26	70	70	NUM
cet-13697	75	27	53.169	53.169	NUM
cet-13697	75	28	-24.0	-24.0	NUM
cet-13697	75	29	%	%	NOUN
cet-13697	75	30	lsep	lsep	NOUN
cet-13697	75	31	(	(	PUNCT
cet-13697	75	32	μm	μm	NUM
cet-13697	75	33	)	)	PUNCT
cet-13697	75	34	20–40	20–40	NUM
cet-13697	75	35	25	25	NUM
cet-13697	75	36	20	20	NUM
cet-13697	75	37	-20.0	-20.0	NOUN
cet-13697	75	38	%	%	NOUN
cet-13697	76	1	25	25	NUM
cet-13697	76	2	20	20	NUM
cet-13697	76	3	-20.0	-20.0	NUM
cet-13697	76	4	%	%	NOUN
cet-13697	76	5	rp	rp	NOUN
cet-13697	76	6	,	,	PUNCT
cet-13697	76	7	anode	anode	NOUN
cet-13697	76	8	(	(	PUNCT
cet-13697	76	9	μm	μm	NUM
cet-13697	76	10	)	)	PUNCT
cet-13697	76	11	5–20	5–20	PROPN
cet-13697	76	12	12.5	12.5	NUM
cet-13697	76	13	12.45	12.45	NUM
cet-13697	76	14	-0.4	-0.4	NUM
cet-13697	76	15	%	%	NOUN
cet-13697	76	16	12.5	12.5	NUM
cet-13697	76	17	12.417	12.417	NUM
cet-13697	76	18	-0.7	-0.7	NUM
cet-13697	76	19	%	%	NOUN
cet-13697	76	20	from	from	ADP
cet-13697	76	21	the	the	DET
cet-13697	76	22	sensitivity	sensitivity	NOUN
cet-13697	76	23	analysis	analysis	NOUN
cet-13697	76	24	,	,	PUNCT
cet-13697	76	25	it	it	PRON
cet-13697	76	26	can	can	AUX
cet-13697	76	27	be	be	AUX
cet-13697	76	28	determined	determine	VERB
cet-13697	76	29	that	that	SCONJ
cet-13697	76	30	the	the	DET
cet-13697	76	31	anode	anode	NOUN
cet-13697	76	32	material	material	NOUN
cet-13697	76	33	fraction	fraction	NOUN
cet-13697	76	34	greatly	greatly	ADV
cet-13697	76	35	influences	influence	VERB
cet-13697	76	36	the	the	DET
cet-13697	76	37	battery	battery	NOUN
cet-13697	76	38	's	's	PART
cet-13697	76	39	energy	energy	NOUN
cet-13697	76	40	density	density	NOUN
cet-13697	76	41	and	and	CCONJ
cet-13697	76	42	increases	increase	NOUN
cet-13697	76	43	in	in	ADP
cet-13697	76	44	value	value	NOUN
cet-13697	76	45	after	after	ADP
cet-13697	76	46	optimization	optimization	NOUN
cet-13697	76	47	.	.	PUNCT
cet-13697	77	1	increasing	increase	VERB
cet-13697	77	2	anode	anode	NOUN
cet-13697	77	3	material	material	NOUN
cet-13697	77	4	enhances	enhance	VERB
cet-13697	77	5	lithiumion	lithiumion	NOUN
cet-13697	77	6	density	density	NOUN
cet-13697	77	7	,	,	PUNCT
cet-13697	77	8	improving	improve	VERB
cet-13697	77	9	the	the	DET
cet-13697	77	10	energy	energy	NOUN
cet-13697	77	11	density	density	NOUN
cet-13697	77	12	.	.	PUNCT
cet-13697	78	1	the	the	DET
cet-13697	78	2	optimized	optimize	VERB
cet-13697	78	3	anode	anode	NOUN
cet-13697	78	4	material	material	NOUN
cet-13697	78	5	fraction	fraction	NOUN
cet-13697	78	6	for	for	ADP
cet-13697	78	7	1	1	NUM
cet-13697	78	8	c	c	NOUN
cet-13697	78	9	discharge	discharge	NOUN
cet-13697	78	10	lies	lie	VERB
cet-13697	78	11	at	at	ADP
cet-13697	78	12	the	the	DET
cet-13697	78	13	upper	upper	ADJ
cet-13697	78	14	boundary	boundary	NOUN
cet-13697	78	15	(	(	PUNCT
cet-13697	78	16	0.7	0.7	NUM
cet-13697	78	17	)	)	PUNCT
cet-13697	78	18	of	of	ADP
cet-13697	78	19	the	the	DET
cet-13697	78	20	parameter	parameter	NOUN
cet-13697	78	21	constraint	constraint	NOUN
cet-13697	78	22	.	.	PUNCT
cet-13697	79	1	this	this	DET
cet-13697	79	2	upper	upper	ADJ
cet-13697	79	3	boundary	boundary	ADJ
cet-13697	79	4	value	value	NOUN
cet-13697	79	5	was	be	AUX
cet-13697	79	6	selected	select	VERB
cet-13697	79	7	based	base	VERB
cet-13697	79	8	on	on	ADP
cet-13697	79	9	related	related	ADJ
cet-13697	79	10	literature	literature	NOUN
cet-13697	79	11	detailing	detail	VERB
cet-13697	79	12	the	the	DET
cet-13697	79	13	maximum	maximum	ADJ
cet-13697	79	14	experimentally	experimentally	ADV
cet-13697	79	15	obtainable	obtainable	ADJ
cet-13697	79	16	values	value	NOUN
cet-13697	79	17	of	of	ADP
cet-13697	79	18	anode	anode	VERB
cet-13697	79	19	active	active	ADJ
cet-13697	79	20	material	material	NOUN
cet-13697	79	21	fraction	fraction	NOUN
cet-13697	79	22	.	.	PUNCT
cet-13697	80	1	as	as	ADP
cet-13697	80	2	such	such	ADJ
cet-13697	80	3	,	,	PUNCT
cet-13697	80	4	the	the	DET
cet-13697	80	5	“	"	PUNCT
cet-13697	80	6	true	true	ADJ
cet-13697	80	7	”	"	PUNCT
cet-13697	80	8	optimal	optimal	ADJ
cet-13697	80	9	value	value	NOUN
cet-13697	80	10	may	may	AUX
cet-13697	80	11	lie	lie	VERB
cet-13697	80	12	beyond	beyond	ADP
cet-13697	80	13	the	the	DET
cet-13697	80	14	constraints	constraint	NOUN
cet-13697	80	15	but	but	CCONJ
cet-13697	80	16	may	may	AUX
cet-13697	80	17	be	be	AUX
cet-13697	80	18	physically	physically	ADV
cet-13697	80	19	limited	limit	VERB
cet-13697	80	20	by	by	ADP
cet-13697	80	21	the	the	DET
cet-13697	80	22	manufacturing	manufacturing	NOUN
cet-13697	80	23	of	of	ADP
cet-13697	80	24	porous	porous	ADJ
cet-13697	80	25	anode	anode	NOUN
cet-13697	80	26	materials	material	NOUN
cet-13697	80	27	.	.	PUNCT
cet-13697	81	1	the	the	DET
cet-13697	81	2	anode	anode	NOUN
cet-13697	81	3	material	material	NOUN
cet-13697	81	4	fraction	fraction	NOUN
cet-13697	81	5	can	can	AUX
cet-13697	81	6	be	be	AUX
cet-13697	81	7	increased	increase	VERB
cet-13697	81	8	by	by	ADP
cet-13697	81	9	using	use	VERB
cet-13697	81	10	stable	stable	ADJ
cet-13697	81	11	graphite	graphite	NOUN
cet-13697	81	12	with	with	ADP
cet-13697	81	13	low	low	ADJ
cet-13697	81	14	-	-	PUNCT
cet-13697	81	15	capacity	capacity	NOUN
cet-13697	81	16	fade	fade	NOUN
cet-13697	81	17	and	and	CCONJ
cet-13697	81	18	higher	high	ADJ
cet-13697	81	19	purity	purity	NOUN
cet-13697	81	20	that	that	PRON
cet-13697	81	21	could	could	AUX
cet-13697	81	22	be	be	AUX
cet-13697	81	23	achieved	achieve	VERB
cet-13697	81	24	from	from	ADP
cet-13697	81	25	optimized	optimize	VERB
cet-13697	81	26	carbonization	carbonization	NOUN
cet-13697	81	27	of	of	ADP
cet-13697	81	28	a	a	DET
cet-13697	81	29	high	high	ADJ
cet-13697	81	30	carbon	carbon	NOUN
cet-13697	81	31	source	source	NOUN
cet-13697	81	32	(	(	PUNCT
cet-13697	81	33	du	du	PROPN
cet-13697	81	34	et	et	PROPN
cet-13697	81	35	al	al	PROPN
cet-13697	81	36	.	.	PROPN
cet-13697	81	37	,	,	PUNCT
cet-13697	81	38	2017	2017	NUM
cet-13697	81	39	)	)	PUNCT
cet-13697	81	40	.	.	PUNCT
cet-13697	82	1	additionally	additionally	ADV
cet-13697	82	2	,	,	PUNCT
cet-13697	82	3	the	the	DET
cet-13697	82	4	anode	anode	NOUN
cet-13697	82	5	’s	’s	PART
cet-13697	82	6	thickness	thickness	NOUN
cet-13697	82	7	was	be	AUX
cet-13697	82	8	minimized	minimize	VERB
cet-13697	82	9	to	to	PART
cet-13697	82	10	provide	provide	VERB
cet-13697	82	11	enough	enough	ADJ
cet-13697	82	12	lithium	lithium	NOUN
cet-13697	82	13	ions	ion	NOUN
cet-13697	82	14	to	to	PART
cet-13697	82	15	meet	meet	VERB
cet-13697	82	16	the	the	DET
cet-13697	82	17	specified	specified	ADJ
cet-13697	82	18	battery	battery	NOUN
cet-13697	82	19	capacity	capacity	NOUN
cet-13697	82	20	,	,	PUNCT
cet-13697	82	21	while	while	SCONJ
cet-13697	82	22	the	the	DET
cet-13697	82	23	cathode	cathode	NOUN
cet-13697	82	24	’s	’s	PART
cet-13697	82	25	thickness	thickness	NOUN
cet-13697	82	26	was	be	AUX
cet-13697	82	27	optimized	optimize	VERB
cet-13697	82	28	to	to	PART
cet-13697	82	29	maximize	maximize	VERB
cet-13697	82	30	its	its	PRON
cet-13697	82	31	saturation	saturation	NOUN
cet-13697	82	32	with	with	ADP
cet-13697	82	33	lithium	lithium	NOUN
cet-13697	82	34	ions	ion	NOUN
cet-13697	82	35	by	by	ADP
cet-13697	82	36	the	the	DET
cet-13697	82	37	end	end	NOUN
cet-13697	82	38	of	of	ADP
cet-13697	82	39	the	the	DET
cet-13697	82	40	discharge	discharge	NOUN
cet-13697	82	41	process	process	NOUN
cet-13697	82	42	.	.	PUNCT
cet-13697	83	1	the	the	DET
cet-13697	83	2	thickness	thickness	NOUN
cet-13697	83	3	of	of	ADP
cet-13697	83	4	the	the	DET
cet-13697	83	5	separator	separator	NOUN
cet-13697	83	6	was	be	AUX
cet-13697	83	7	minimized	minimize	VERB
cet-13697	83	8	to	to	ADP
cet-13697	83	9	the	the	DET
cet-13697	83	10	boundary	boundary	ADJ
cet-13697	83	11	value	value	NOUN
cet-13697	83	12	of	of	ADP
cet-13697	83	13	20	20	NUM
cet-13697	83	14	µm	µm	NOUN
cet-13697	83	15	,	,	PUNCT
cet-13697	83	16	the	the	DET
cet-13697	83	17	lowest	low	ADJ
cet-13697	83	18	in	in	ADP
cet-13697	83	19	related	related	ADJ
cet-13697	83	20	literature	literature	NOUN
cet-13697	83	21	(	(	PUNCT
cet-13697	83	22	deimede	deimede	NOUN
cet-13697	83	23	and	and	CCONJ
cet-13697	83	24	elmasides	elmaside	NOUN
cet-13697	83	25	,	,	PUNCT
cet-13697	83	26	2015	2015	NUM
cet-13697	83	27	)	)	PUNCT
cet-13697	83	28	.	.	PUNCT
cet-13697	84	1	because	because	SCONJ
cet-13697	84	2	the	the	DET
cet-13697	84	3	separator	separator	NOUN
cet-13697	84	4	acts	act	VERB
cet-13697	84	5	to	to	PART
cet-13697	84	6	prevent	prevent	VERB
cet-13697	84	7	shortcircuiting	shortcircuiting	NOUN
cet-13697	84	8	,	,	PUNCT
cet-13697	84	9	it	it	PRON
cet-13697	84	10	is	be	AUX
cet-13697	84	11	recommended	recommend	VERB
cet-13697	84	12	to	to	PART
cet-13697	84	13	minimize	minimize	VERB
cet-13697	84	14	its	its	PRON
cet-13697	84	15	thickness	thickness	NOUN
cet-13697	84	16	to	to	ADP
cet-13697	84	17	a	a	DET
cet-13697	84	18	safe	safe	ADJ
cet-13697	84	19	value	value	NOUN
cet-13697	84	20	to	to	PART
cet-13697	84	21	reduce	reduce	VERB
cet-13697	84	22	the	the	DET
cet-13697	84	23	proportion	proportion	NOUN
cet-13697	84	24	of	of	ADP
cet-13697	84	25	its	its	PRON
cet-13697	84	26	mass	mass	NOUN
cet-13697	84	27	to	to	ADP
cet-13697	84	28	other	other	ADJ
cet-13697	84	29	battery	battery	NOUN
cet-13697	84	30	components	component	NOUN
cet-13697	84	31	.	.	PUNCT
cet-13697	85	1	specific	specific	ADJ
cet-13697	85	2	thickness	thickness	NOUN
cet-13697	85	3	can	can	AUX
cet-13697	85	4	be	be	AUX
cet-13697	85	5	achieved	achieve	VERB
cet-13697	85	6	by	by	ADP
cet-13697	85	7	carefully	carefully	ADV
cet-13697	85	8	selecting	select	VERB
cet-13697	85	9	physical	physical	ADJ
cet-13697	85	10	parameters	parameter	NOUN
cet-13697	85	11	during	during	ADP
cet-13697	85	12	battery	battery	NOUN
cet-13697	85	13	coating	coating	NOUN
cet-13697	85	14	/	/	SYM
cet-13697	85	15	lamination	lamination	NOUN
cet-13697	85	16	and	and	CCONJ
cet-13697	85	17	calendering	calendering	NOUN
cet-13697	85	18	.	.	PUNCT
cet-13697	86	1	table	table	NOUN
cet-13697	86	2	3	3	NUM
cet-13697	86	3	:	:	PUNCT
cet-13697	86	4	battery	battery	NOUN
cet-13697	86	5	performance	performance	NOUN
cet-13697	86	6	indicators	indicator	NOUN
cet-13697	86	7	of	of	ADP
cet-13697	86	8	the	the	DET
cet-13697	86	9	optimized	optimize	VERB
cet-13697	86	10	model	model	NOUN
cet-13697	86	11	parameter	parameter	NOUN
cet-13697	86	12	1	1	NUM
cet-13697	86	13	c	c	NOUN
cet-13697	86	14	discharge	discharge	NOUN
cet-13697	86	15	rate	rate	NOUN
cet-13697	86	16	0.5	0.5	NUM
cet-13697	86	17	c	c	NOUN
cet-13697	86	18	discharge	discharge	NOUN
cet-13697	86	19	rate	rate	NOUN
cet-13697	86	20	initial	initial	ADJ
cet-13697	86	21	optimized	optimize	VERB
cet-13697	86	22	initial	initial	ADJ
cet-13697	86	23	optimized	optimize	VERB
cet-13697	86	24	value	value	NOUN
cet-13697	86	25	%	%	NOUN
cet-13697	86	26	change	change	NOUN
cet-13697	86	27	value	value	NOUN
cet-13697	86	28	%	%	NOUN
cet-13697	86	29	change	change	NOUN
cet-13697	86	30	energy	energy	NOUN
cet-13697	86	31	density	density	NOUN
cet-13697	86	32	(	(	PUNCT
cet-13697	86	33	wh	wh	PROPN
cet-13697	86	34	/	/	SYM
cet-13697	86	35	kg	kg	NOUN
cet-13697	86	36	)	)	PUNCT
cet-13697	87	1	137.4	137.4	NUM
cet-13697	87	2	171.12	171.12	NUM
cet-13697	87	3	+24.5	+24.5	PROPN
cet-13697	87	4	%	%	NOUN
cet-13697	87	5	142.06	142.06	NUM
cet-13697	87	6	176.81	176.81	NUM
cet-13697	87	7	+24.5	+24.5	PROPN
cet-13697	87	8	%	%	NOUN
cet-13697	87	9	power	power	NOUN
cet-13697	87	10	density	density	NOUN
cet-13697	87	11	(	(	PUNCT
cet-13697	87	12	w	w	PROPN
cet-13697	87	13	/	/	SYM
cet-13697	87	14	kg	kg	NOUN
cet-13697	87	15	)	)	PUNCT
cet-13697	87	16	145.83	145.83	NUM
cet-13697	87	17	178.49	178.49	NUM
cet-13697	87	18	+22.4	+22.4	NUM
cet-13697	87	19	%	%	NOUN
cet-13697	87	20	75.088	75.088	NUM
cet-13697	87	21	90.642	90.642	NUM
cet-13697	87	22	+20.7	+20.7	NUM
cet-13697	87	23	%	%	NOUN
cet-13697	87	24	discharge	discharge	NOUN
cet-13697	87	25	time	time	NOUN
cet-13697	87	26	(	(	PUNCT
cet-13697	87	27	s	s	NOUN
cet-13697	87	28	)	)	PUNCT
cet-13697	87	29	3,391.7	3,391.7	NUM
cet-13697	87	30	3,451.3	3,451.3	NUM
cet-13697	87	31	+1.8	+1.8	NUM
cet-13697	87	32	%	%	NOUN
cet-13697	87	33	6,810.7	6,810.7	NUM
cet-13697	87	34	7,022.4	7,022.4	NUM
cet-13697	87	35	+3.1	+3.1	ADJ
cet-13697	87	36	%	%	NOUN
cet-13697	87	37	qgen	qgen	NOUN
cet-13697	87	38	(	(	PUNCT
cet-13697	87	39	kj	kj	PROPN
cet-13697	87	40	)	)	PUNCT
cet-13697	87	41	7.2819	7.2819	NUM
cet-13697	87	42	7.3813	7.3813	NUM
cet-13697	87	43	+1.4	+1.4	ADP
cet-13697	87	44	%	%	NOUN
cet-13697	87	45	5.808	5.808	NUM
cet-13697	87	46	6.5171	6.5171	NUM
cet-13697	87	47	+12.2	+12.2	PROPN
cet-13697	87	48	%	%	NOUN
cet-13697	87	49	avg	avg	NOUN
cet-13697	87	50	.	.	PUNCT
cet-13697	87	51	q	q	PROPN
cet-13697	88	1	(	(	PUNCT
cet-13697	88	2	w	w	NOUN
cet-13697	88	3	)	)	PUNCT
cet-13697	88	4	2.147	2.147	NUM
cet-13697	89	1	2.139	2.139	NUM
cet-13697	89	2	-0.4	-0.4	NUM
cet-13697	89	3	%	%	NOUN
cet-13697	89	4	0.9280	0.9280	NUM
cet-13697	89	5	0.9280	0.9280	NUM
cet-13697	89	6	+8.8	+8.8	ADJ
cet-13697	89	7	%	%	NOUN
cet-13697	89	8	from	from	ADP
cet-13697	89	9	table	table	NOUN
cet-13697	89	10	3	3	NUM
cet-13697	89	11	,	,	PUNCT
cet-13697	89	12	it	it	PRON
cet-13697	89	13	was	be	AUX
cet-13697	89	14	found	find	VERB
cet-13697	89	15	that	that	SCONJ
cet-13697	89	16	when	when	SCONJ
cet-13697	89	17	the	the	DET
cet-13697	89	18	objective	objective	ADJ
cet-13697	89	19	function	function	NOUN
cet-13697	89	20	is	be	AUX
cet-13697	89	21	energy	energy	NOUN
cet-13697	89	22	density	density	NOUN
cet-13697	89	23	,	,	PUNCT
cet-13697	89	24	it	it	PRON
cet-13697	89	25	also	also	ADV
cet-13697	89	26	significantly	significantly	ADV
cet-13697	89	27	improved	improve	VERB
cet-13697	89	28	the	the	DET
cet-13697	89	29	battery	battery	NOUN
cet-13697	89	30	's	's	PART
cet-13697	89	31	power	power	NOUN
cet-13697	89	32	density	density	NOUN
cet-13697	89	33	.	.	PUNCT
cet-13697	90	1	this	this	DET
cet-13697	90	2	result	result	NOUN
cet-13697	90	3	stems	stem	VERB
cet-13697	90	4	from	from	ADP
cet-13697	90	5	the	the	DET
cet-13697	90	6	applied	apply	VERB
cet-13697	90	7	constraints	constraint	NOUN
cet-13697	90	8	to	to	ADP
cet-13697	90	9	the	the	DET
cet-13697	90	10	optimization	optimization	NOUN
cet-13697	90	11	algorithm	algorithm	NOUN
cet-13697	90	12	,	,	PUNCT
cet-13697	90	13	specifically	specifically	ADV
cet-13697	90	14	,	,	PUNCT
cet-13697	90	15	the	the	DET
cet-13697	90	16	discharge	discharge	NOUN
cet-13697	90	17	time	time	NOUN
cet-13697	90	18	.	.	PUNCT
cet-13697	91	1	since	since	SCONJ
cet-13697	91	2	these	these	DET
cet-13697	91	3	parameters	parameter	NOUN
cet-13697	91	4	can	can	AUX
cet-13697	91	5	not	not	PART
cet-13697	91	6	be	be	AUX
cet-13697	91	7	adjusted	adjust	VERB
cet-13697	91	8	to	to	PART
cet-13697	91	9	increase	increase	VERB
cet-13697	91	10	the	the	DET
cet-13697	91	11	discharge	discharge	NOUN
cet-13697	91	12	time	time	NOUN
cet-13697	91	13	and	and	CCONJ
cet-13697	91	14	,	,	PUNCT
cet-13697	91	15	by	by	ADP
cet-13697	91	16	extension	extension	NOUN
cet-13697	91	17	,	,	PUNCT
cet-13697	91	18	the	the	DET
cet-13697	91	19	total	total	ADJ
cet-13697	91	20	capacity	capacity	NOUN
cet-13697	91	21	of	of	ADP
cet-13697	91	22	the	the	DET
cet-13697	91	23	battery	battery	NOUN
cet-13697	91	24	,	,	PUNCT
cet-13697	91	25	the	the	DET
cet-13697	91	26	only	only	ADJ
cet-13697	91	27	course	course	NOUN
cet-13697	91	28	that	that	SCONJ
cet-13697	91	29	the	the	DET
cet-13697	91	30	optimization	optimization	NOUN
cet-13697	91	31	algorithm	algorithm	NOUN
cet-13697	91	32	can	can	AUX
cet-13697	91	33	take	take	VERB
cet-13697	91	34	is	be	AUX
cet-13697	91	35	to	to	PART
cet-13697	91	36	minimize	minimize	VERB
cet-13697	91	37	the	the	DET
cet-13697	91	38	mass	mass	NOUN
cet-13697	91	39	of	of	ADP
cet-13697	91	40	the	the	DET
cet-13697	91	41	battery	battery	NOUN
cet-13697	91	42	.	.	PUNCT
cet-13697	92	1	given	give	VERB
cet-13697	92	2	that	that	SCONJ
cet-13697	92	3	the	the	DET
cet-13697	92	4	discharge	discharge	NOUN
cet-13697	92	5	rate	rate	NOUN
cet-13697	92	6	is	be	AUX
cet-13697	92	7	also	also	ADV
cet-13697	92	8	fixed	fix	VERB
cet-13697	92	9	,	,	PUNCT
cet-13697	92	10	this	this	PRON
cet-13697	92	11	inevitably	inevitably	ADV
cet-13697	92	12	increases	increase	VERB
cet-13697	92	13	power	power	NOUN
cet-13697	92	14	density	density	NOUN
cet-13697	92	15	as	as	ADV
cet-13697	92	16	well	well	ADV
cet-13697	92	17	.	.	PUNCT
cet-13697	93	1	this	this	PRON
cet-13697	93	2	also	also	ADV
cet-13697	93	3	explains	explain	VERB
cet-13697	93	4	the	the	DET
cet-13697	93	5	lack	lack	NOUN
cet-13697	93	6	of	of	ADP
cet-13697	93	7	change	change	NOUN
cet-13697	93	8	in	in	ADP
cet-13697	93	9	the	the	DET
cet-13697	93	10	anode	anode	NOUN
cet-13697	93	11	active	active	ADJ
cet-13697	93	12	particle	particle	NOUN
cet-13697	93	13	radius	radius	NOUN
cet-13697	93	14	,	,	PUNCT
cet-13697	93	15	as	as	SCONJ
cet-13697	93	16	sensitivity	sensitivity	NOUN
cet-13697	93	17	analysis	analysis	NOUN
cet-13697	93	18	revealed	reveal	VERB
cet-13697	93	19	886	886	NUM
cet-13697	93	20	that	that	SCONJ
cet-13697	93	21	adjusting	adjust	VERB
cet-13697	93	22	this	this	DET
cet-13697	93	23	parameter	parameter	NOUN
cet-13697	93	24	affects	affect	VERB
cet-13697	93	25	the	the	DET
cet-13697	93	26	battery	battery	NOUN
cet-13697	93	27	model	model	NOUN
cet-13697	93	28	's	's	PART
cet-13697	93	29	discharge	discharge	NOUN
cet-13697	93	30	time	time	NOUN
cet-13697	93	31	rather	rather	ADV
cet-13697	93	32	than	than	ADP
cet-13697	93	33	power	power	NOUN
cet-13697	93	34	density	density	NOUN
cet-13697	93	35	.	.	PUNCT
cet-13697	94	1	finally	finally	ADV
cet-13697	94	2	,	,	PUNCT
cet-13697	94	3	similar	similar	ADJ
cet-13697	94	4	energy	energy	NOUN
cet-13697	94	5	density	density	NOUN
cet-13697	94	6	improvements	improvement	NOUN
cet-13697	94	7	were	be	AUX
cet-13697	94	8	obtained	obtain	VERB
cet-13697	94	9	by	by	ADP
cet-13697	94	10	a	a	DET
cet-13697	94	11	similar	similar	ADJ
cet-13697	94	12	optimization	optimization	NOUN
cet-13697	94	13	study	study	NOUN
cet-13697	94	14	from	from	ADP
cet-13697	94	15	lee	lee	PROPN
cet-13697	94	16	et	et	PROPN
cet-13697	94	17	al	al	PROPN
cet-13697	94	18	.	.	PROPN
cet-13697	94	19	(	(	PUNCT
cet-13697	94	20	2020	2020	NUM
cet-13697	94	21	)	)	PUNCT
cet-13697	94	22	,	,	PUNCT
cet-13697	94	23	lending	lend	VERB
cet-13697	94	24	credence	credence	NOUN
cet-13697	94	25	to	to	ADP
cet-13697	94	26	the	the	DET
cet-13697	94	27	magnitude	magnitude	NOUN
cet-13697	94	28	of	of	ADP
cet-13697	94	29	improvement	improvement	NOUN
cet-13697	94	30	obtained	obtain	VERB
cet-13697	94	31	in	in	ADP
cet-13697	94	32	this	this	DET
cet-13697	94	33	study	study	NOUN
cet-13697	94	34	.	.	PUNCT
cet-13697	95	1	the	the	DET
cet-13697	95	2	critical	critical	ADJ
cet-13697	95	3	difference	difference	NOUN
cet-13697	95	4	between	between	ADP
cet-13697	95	5	the	the	DET
cet-13697	95	6	results	result	NOUN
cet-13697	95	7	at	at	ADP
cet-13697	95	8	1	1	NUM
cet-13697	95	9	c	c	NOUN
cet-13697	95	10	and	and	CCONJ
cet-13697	95	11	0.5	0.5	NUM
cet-13697	95	12	c	c	NOUN
cet-13697	95	13	is	be	AUX
cet-13697	95	14	the	the	DET
cet-13697	95	15	relative	relative	ADJ
cet-13697	95	16	increase	increase	NOUN
cet-13697	95	17	in	in	ADP
cet-13697	95	18	heat	heat	NOUN
cet-13697	95	19	generation	generation	NOUN
cet-13697	95	20	observed	observe	VERB
cet-13697	95	21	in	in	ADP
cet-13697	95	22	the	the	DET
cet-13697	95	23	optimized	optimize	VERB
cet-13697	95	24	0.5	0.5	NUM
cet-13697	95	25	c	c	NOUN
cet-13697	95	26	model	model	NOUN
cet-13697	95	27	.	.	PUNCT
cet-13697	96	1	in	in	ADP
cet-13697	96	2	the	the	DET
cet-13697	96	3	1	1	NUM
cet-13697	96	4	c	c	NOUN
cet-13697	96	5	optimization	optimization	NOUN
cet-13697	96	6	,	,	PUNCT
cet-13697	96	7	there	there	PRON
cet-13697	96	8	was	be	VERB
cet-13697	96	9	barely	barely	ADV
cet-13697	96	10	any	any	DET
cet-13697	96	11	change	change	NOUN
cet-13697	96	12	in	in	ADP
cet-13697	96	13	heat	heat	NOUN
cet-13697	96	14	generation	generation	NOUN
cet-13697	96	15	,	,	PUNCT
cet-13697	96	16	while	while	SCONJ
cet-13697	96	17	the	the	DET
cet-13697	96	18	optimized	optimize	VERB
cet-13697	96	19	0.5	0.5	NUM
cet-13697	96	20	c	c	NOUN
cet-13697	96	21	model	model	NOUN
cet-13697	96	22	yielded	yield	VERB
cet-13697	96	23	an	an	DET
cet-13697	96	24	8.8	8.8	NUM
cet-13697	96	25	%	%	NOUN
cet-13697	96	26	increase	increase	NOUN
cet-13697	96	27	in	in	ADP
cet-13697	96	28	average	average	ADJ
cet-13697	96	29	heat	heat	NOUN
cet-13697	96	30	generation	generation	NOUN
cet-13697	96	31	.	.	PUNCT
cet-13697	97	1	this	this	DET
cet-13697	97	2	deviation	deviation	NOUN
cet-13697	97	3	is	be	AUX
cet-13697	97	4	attributed	attribute	VERB
cet-13697	97	5	to	to	ADP
cet-13697	97	6	the	the	DET
cet-13697	97	7	significantly	significantly	ADV
cet-13697	97	8	different	different	ADJ
cet-13697	97	9	values	value	NOUN
cet-13697	97	10	of	of	ADP
cet-13697	97	11	the	the	DET
cet-13697	97	12	anode	anode	NOUN
cet-13697	97	13	diffusion	diffusion	NOUN
cet-13697	97	14	coefficient	coefficient	NOUN
cet-13697	97	15	obtained	obtain	VERB
cet-13697	97	16	during	during	ADP
cet-13697	97	17	the	the	DET
cet-13697	97	18	parameter	parameter	NOUN
cet-13697	97	19	estimation	estimation	NOUN
cet-13697	97	20	step	step	NOUN
cet-13697	97	21	.	.	PUNCT
cet-13697	98	1	since	since	SCONJ
cet-13697	98	2	the	the	DET
cet-13697	98	3	estimated	estimate	VERB
cet-13697	98	4	0.5	0.5	NUM
cet-13697	98	5	c	c	NOUN
cet-13697	98	6	anode	anode	NOUN
cet-13697	98	7	diffusion	diffusion	NOUN
cet-13697	98	8	coefficient	coefficient	NOUN
cet-13697	98	9	is	be	AUX
cet-13697	98	10	about	about	ADP
cet-13697	98	11	half	half	DET
cet-13697	98	12	the	the	DET
cet-13697	98	13	value	value	NOUN
cet-13697	98	14	of	of	ADP
cet-13697	98	15	the	the	DET
cet-13697	98	16	diffusion	diffusion	NOUN
cet-13697	98	17	coefficient	coefficient	NOUN
cet-13697	98	18	estimated	estimate	VERB
cet-13697	98	19	at	at	ADP
cet-13697	98	20	1	1	NUM
cet-13697	98	21	c	c	NOUN
cet-13697	98	22	,	,	PUNCT
cet-13697	98	23	the	the	DET
cet-13697	98	24	optimized	optimize	VERB
cet-13697	98	25	0.5	0.5	NUM
cet-13697	98	26	c	c	NOUN
cet-13697	98	27	model	model	NOUN
cet-13697	98	28	has	have	VERB
cet-13697	98	29	significantly	significantly	ADV
cet-13697	98	30	greater	great	ADJ
cet-13697	98	31	polarization	polarization	NOUN
cet-13697	98	32	within	within	ADP
cet-13697	98	33	its	its	PRON
cet-13697	98	34	anode	anode	NOUN
cet-13697	98	35	because	because	SCONJ
cet-13697	98	36	of	of	ADP
cet-13697	98	37	the	the	DET
cet-13697	98	38	concentration	concentration	NOUN
cet-13697	98	39	gradients	gradient	NOUN
cet-13697	98	40	within	within	ADP
cet-13697	98	41	the	the	DET
cet-13697	98	42	solid	solid	ADJ
cet-13697	98	43	particles	particle	NOUN
cet-13697	98	44	and	and	CCONJ
cet-13697	98	45	between	between	ADP
cet-13697	98	46	the	the	DET
cet-13697	98	47	particles	particle	NOUN
cet-13697	98	48	and	and	CCONJ
cet-13697	98	49	electrolytes	electrolyte	NOUN
cet-13697	98	50	.	.	PUNCT
cet-13697	99	1	consequently	consequently	ADV
cet-13697	99	2	,	,	PUNCT
cet-13697	99	3	this	this	DET
cet-13697	99	4	increased	increase	VERB
cet-13697	99	5	resistance	resistance	NOUN
cet-13697	99	6	increases	increase	VERB
cet-13697	99	7	the	the	DET
cet-13697	99	8	ohmic	ohmic	ADJ
cet-13697	99	9	heat	heat	NOUN
cet-13697	99	10	generation	generation	NOUN
cet-13697	99	11	in	in	ADP
cet-13697	99	12	the	the	DET
cet-13697	99	13	optimized	optimize	VERB
cet-13697	99	14	0.5	0.5	NUM
cet-13697	99	15	c	c	PROPN
cet-13697	99	16	model	model	NOUN
cet-13697	99	17	.	.	PUNCT
cet-13697	100	1	figure	figure	VERB
cet-13697	100	2	3	3	NUM
cet-13697	100	3	:	:	PUNCT
cet-13697	100	4	comparison	comparison	NOUN
cet-13697	100	5	between	between	ADP
cet-13697	100	6	the	the	DET
cet-13697	100	7	base	base	NOUN
cet-13697	100	8	(	(	PUNCT
cet-13697	100	9	solid	solid	ADJ
cet-13697	100	10	lines	line	NOUN
cet-13697	100	11	)	)	PUNCT
cet-13697	100	12	and	and	CCONJ
cet-13697	100	13	optimized	optimize	VERB
cet-13697	100	14	(	(	PUNCT
cet-13697	100	15	dash	dash	NOUN
cet-13697	100	16	lines	line	NOUN
cet-13697	100	17	)	)	PUNCT
cet-13697	100	18	battery	battery	NOUN
cet-13697	100	19	models	model	NOUN
cet-13697	100	20	for	for	ADP
cet-13697	100	21	the	the	DET
cet-13697	100	22	(	(	PUNCT
cet-13697	100	23	a	a	NOUN
cet-13697	100	24	)	)	PUNCT
cet-13697	100	25	discharge	discharge	NOUN
cet-13697	100	26	curve	curve	NOUN
cet-13697	100	27	and	and	CCONJ
cet-13697	100	28	(	(	PUNCT
cet-13697	100	29	b	b	NOUN
cet-13697	100	30	)	)	PUNCT
cet-13697	100	31	temperature	temperature	NOUN
cet-13697	100	32	profile	profile	NOUN
cet-13697	100	33	for	for	ADP
cet-13697	100	34	1	1	NUM
cet-13697	100	35	c	c	NOUN
cet-13697	100	36	(	(	PUNCT
cet-13697	100	37	red	red	ADJ
cet-13697	100	38	lines	line	NOUN
cet-13697	100	39	)	)	PUNCT
cet-13697	100	40	and	and	CCONJ
cet-13697	100	41	0.5	0.5	NUM
cet-13697	100	42	c	c	NOUN
cet-13697	100	43	(	(	PUNCT
cet-13697	100	44	black	black	ADJ
cet-13697	100	45	lines	line	NOUN
cet-13697	100	46	)	)	PUNCT
cet-13697	100	47	discharge	discharge	NOUN
cet-13697	100	48	rate	rate	NOUN
cet-13697	100	49	the	the	DET
cet-13697	100	50	optimized	optimize	VERB
cet-13697	100	51	model	model	NOUN
cet-13697	100	52	’s	’s	PART
cet-13697	100	53	discharge	discharge	NOUN
cet-13697	100	54	voltage	voltage	NOUN
cet-13697	100	55	is	be	AUX
cet-13697	100	56	slightly	slightly	ADV
cet-13697	100	57	lower	low	ADJ
cet-13697	100	58	than	than	ADP
cet-13697	100	59	the	the	DET
cet-13697	100	60	base	base	NOUN
cet-13697	100	61	model	model	NOUN
cet-13697	100	62	,	,	PUNCT
cet-13697	100	63	as	as	SCONJ
cet-13697	100	64	illustrated	illustrate	VERB
cet-13697	100	65	in	in	ADP
cet-13697	100	66	figure	figure	NOUN
cet-13697	100	67	3a	3a	NUM
cet-13697	100	68	.	.	PUNCT
cet-13697	101	1	this	this	DET
cet-13697	101	2	decrease	decrease	NOUN
cet-13697	101	3	is	be	AUX
cet-13697	101	4	inferred	infer	VERB
cet-13697	101	5	to	to	PART
cet-13697	101	6	be	be	AUX
cet-13697	101	7	the	the	DET
cet-13697	101	8	result	result	NOUN
cet-13697	101	9	of	of	ADP
cet-13697	101	10	decreasing	decrease	VERB
cet-13697	101	11	the	the	DET
cet-13697	101	12	electrode	electrode	NOUN
cet-13697	101	13	thicknesses	thickness	NOUN
cet-13697	101	14	since	since	SCONJ
cet-13697	101	15	a	a	DET
cet-13697	101	16	fixed	fix	VERB
cet-13697	101	17	amount	amount	NOUN
cet-13697	101	18	of	of	ADP
cet-13697	101	19	current	current	ADJ
cet-13697	101	20	must	must	AUX
cet-13697	101	21	be	be	AUX
cet-13697	101	22	extracted	extract	VERB
cet-13697	101	23	from	from	ADP
cet-13697	101	24	less	less	ADV
cet-13697	101	25	active	active	ADJ
cet-13697	101	26	material	material	NOUN
cet-13697	101	27	.	.	PUNCT
cet-13697	102	1	in	in	ADP
cet-13697	102	2	addition	addition	NOUN
cet-13697	102	3	,	,	PUNCT
cet-13697	102	4	increasing	increase	VERB
cet-13697	102	5	the	the	DET
cet-13697	102	6	active	active	ADJ
cet-13697	102	7	material	material	NOUN
cet-13697	102	8	fraction	fraction	NOUN
cet-13697	102	9	reduces	reduce	VERB
cet-13697	102	10	the	the	DET
cet-13697	102	11	anode	anode	NOUN
cet-13697	102	12	’s	’s	PART
cet-13697	102	13	porosity	porosity	NOUN
cet-13697	102	14	,	,	PUNCT
cet-13697	102	15	constricting	constrict	VERB
cet-13697	102	16	the	the	DET
cet-13697	102	17	lithium	lithium	NOUN
cet-13697	102	18	-	-	PUNCT
cet-13697	102	19	ion	ion	NOUN
cet-13697	102	20	transport	transport	NOUN
cet-13697	102	21	in	in	ADP
cet-13697	102	22	the	the	DET
cet-13697	102	23	electrolyte	electrolyte	NOUN
cet-13697	102	24	.	.	PUNCT
cet-13697	103	1	this	this	PRON
cet-13697	103	2	increases	increase	VERB
cet-13697	103	3	the	the	DET
cet-13697	103	4	concentration	concentration	NOUN
cet-13697	103	5	of	of	ADP
cet-13697	103	6	lithium	lithium	NOUN
cet-13697	103	7	ions	ion	NOUN
cet-13697	103	8	in	in	ADP
cet-13697	103	9	the	the	DET
cet-13697	103	10	electrolyte	electrolyte	NOUN
cet-13697	103	11	,	,	PUNCT
cet-13697	103	12	as	as	SCONJ
cet-13697	103	13	these	these	DET
cet-13697	103	14	ions	ion	NOUN
cet-13697	103	15	can	can	AUX
cet-13697	103	16	not	not	PART
cet-13697	103	17	quickly	quickly	ADV
cet-13697	103	18	migrate	migrate	VERB
cet-13697	103	19	to	to	ADP
cet-13697	103	20	the	the	DET
cet-13697	103	21	cathode	cathode	NOUN
cet-13697	103	22	.	.	PUNCT
cet-13697	104	1	this	this	PRON
cet-13697	104	2	limits	limit	VERB
cet-13697	104	3	the	the	DET
cet-13697	104	4	rate	rate	NOUN
cet-13697	104	5	of	of	ADP
cet-13697	104	6	the	the	DET
cet-13697	104	7	intercalation	intercalation	NOUN
cet-13697	104	8	reaction	reaction	NOUN
cet-13697	104	9	at	at	ADP
cet-13697	104	10	the	the	DET
cet-13697	104	11	cathode	cathode	NOUN
cet-13697	104	12	,	,	PUNCT
cet-13697	104	13	necessitating	necessitate	VERB
cet-13697	104	14	an	an	DET
cet-13697	104	15	increase	increase	NOUN
cet-13697	104	16	in	in	ADP
cet-13697	104	17	overpotential	overpotential	ADJ
cet-13697	104	18	to	to	PART
cet-13697	104	19	compensate	compensate	VERB
cet-13697	104	20	.	.	PUNCT
cet-13697	105	1	these	these	DET
cet-13697	105	2	phenomena	phenomenon	NOUN
cet-13697	105	3	are	be	AUX
cet-13697	105	4	theorized	theorize	VERB
cet-13697	105	5	to	to	PART
cet-13697	105	6	be	be	AUX
cet-13697	105	7	the	the	DET
cet-13697	105	8	major	major	ADJ
cet-13697	105	9	contributors	contributor	NOUN
cet-13697	105	10	to	to	ADP
cet-13697	105	11	the	the	DET
cet-13697	105	12	slight	slight	ADJ
cet-13697	105	13	reduction	reduction	NOUN
cet-13697	105	14	in	in	ADP
cet-13697	105	15	discharge	discharge	NOUN
cet-13697	105	16	voltage	voltage	NOUN
cet-13697	105	17	.	.	PUNCT
cet-13697	106	1	the	the	DET
cet-13697	106	2	thermal	thermal	ADJ
cet-13697	106	3	behavior	behavior	NOUN
cet-13697	106	4	at	at	ADP
cet-13697	106	5	both	both	CCONJ
cet-13697	106	6	discharge	discharge	NOUN
cet-13697	106	7	rates	rate	NOUN
cet-13697	106	8	is	be	AUX
cet-13697	106	9	illustrated	illustrate	VERB
cet-13697	106	10	in	in	ADP
cet-13697	106	11	figure	figure	NOUN
cet-13697	106	12	3b	3b	NUM
cet-13697	106	13	.	.	PUNCT
cet-13697	107	1	thermal	thermal	ADJ
cet-13697	107	2	performance	performance	NOUN
cet-13697	107	3	is	be	AUX
cet-13697	107	4	critical	critical	ADJ
cet-13697	107	5	to	to	ADP
cet-13697	107	6	a	a	DET
cet-13697	107	7	lithium	lithium	NOUN
cet-13697	107	8	-	-	PUNCT
cet-13697	107	9	ion	ion	NOUN
cet-13697	107	10	battery	battery	NOUN
cet-13697	107	11	’s	’s	PART
cet-13697	107	12	safety	safety	NOUN
cet-13697	107	13	since	since	SCONJ
cet-13697	107	14	thermal	thermal	ADJ
cet-13697	107	15	runaway	runaway	NOUN
cet-13697	107	16	can	can	AUX
cet-13697	107	17	occur	occur	VERB
cet-13697	107	18	at	at	ADP
cet-13697	107	19	excessively	excessively	ADV
cet-13697	107	20	high	high	ADJ
cet-13697	107	21	temperatures	temperature	NOUN
cet-13697	107	22	.	.	PUNCT
cet-13697	108	1	the	the	DET
cet-13697	108	2	optimized	optimize	VERB
cet-13697	108	3	model	model	NOUN
cet-13697	108	4	temperature	temperature	NOUN
cet-13697	108	5	profile	profile	NOUN
cet-13697	108	6	is	be	AUX
cet-13697	108	7	observed	observe	VERB
cet-13697	108	8	to	to	PART
cet-13697	108	9	be	be	AUX
cet-13697	108	10	slightly	slightly	ADV
cet-13697	108	11	higher	high	ADJ
cet-13697	108	12	than	than	ADP
cet-13697	108	13	that	that	PRON
cet-13697	108	14	of	of	ADP
cet-13697	108	15	the	the	DET
cet-13697	108	16	base	base	NOUN
cet-13697	108	17	model	model	NOUN
cet-13697	108	18	of	of	ADP
cet-13697	108	19	around	around	ADV
cet-13697	108	20	1	1	NUM
cet-13697	108	21	k.	k.	NOUN
cet-13697	108	22	it	it	PRON
cet-13697	108	23	can	can	AUX
cet-13697	108	24	be	be	AUX
cet-13697	108	25	said	say	VERB
cet-13697	108	26	that	that	SCONJ
cet-13697	108	27	the	the	DET
cet-13697	108	28	optimized	optimize	VERB
cet-13697	108	29	model	model	NOUN
cet-13697	108	30	does	do	AUX
cet-13697	108	31	not	not	PART
cet-13697	108	32	operate	operate	VERB
cet-13697	108	33	at	at	ADP
cet-13697	108	34	significantly	significantly	ADV
cet-13697	108	35	higher	high	ADJ
cet-13697	108	36	temperatures	temperature	NOUN
cet-13697	108	37	than	than	ADP
cet-13697	108	38	the	the	DET
cet-13697	108	39	base	base	NOUN
cet-13697	108	40	model	model	NOUN
cet-13697	108	41	.	.	PUNCT
cet-13697	109	1	in	in	ADP
cet-13697	109	2	addition	addition	NOUN
cet-13697	109	3	,	,	PUNCT
cet-13697	109	4	the	the	DET
cet-13697	109	5	base	base	NOUN
cet-13697	109	6	model	model	NOUN
cet-13697	109	7	temperature	temperature	NOUN
cet-13697	109	8	increases	increase	NOUN
cet-13697	109	9	at	at	ADP
cet-13697	109	10	around	around	ADV
cet-13697	109	11	40	40	NUM
cet-13697	109	12	%	%	NOUN
cet-13697	109	13	into	into	ADP
cet-13697	109	14	the	the	DET
cet-13697	109	15	discharge	discharge	NOUN
cet-13697	109	16	process	process	NOUN
cet-13697	109	17	,	,	PUNCT
cet-13697	109	18	then	then	ADV
cet-13697	109	19	falls	fall	VERB
cet-13697	109	20	,	,	PUNCT
cet-13697	109	21	until	until	ADP
cet-13697	109	22	finally	finally	ADV
cet-13697	109	23	rising	rise	VERB
cet-13697	109	24	again	again	ADV
cet-13697	109	25	continuously	continuously	ADV
cet-13697	109	26	until	until	ADP
cet-13697	109	27	the	the	DET
cet-13697	109	28	end	end	NOUN
cet-13697	109	29	of	of	ADP
cet-13697	109	30	the	the	DET
cet-13697	109	31	discharge	discharge	NOUN
cet-13697	109	32	process	process	NOUN
cet-13697	109	33	.	.	PUNCT
cet-13697	110	1	this	this	DET
cet-13697	110	2	phenomenon	phenomenon	NOUN
cet-13697	110	3	occurs	occur	VERB
cet-13697	110	4	presumably	presumably	ADV
cet-13697	110	5	due	due	ADP
cet-13697	110	6	to	to	ADP
cet-13697	110	7	the	the	DET
cet-13697	110	8	endothermicity	endothermicity	NOUN
cet-13697	110	9	of	of	ADP
cet-13697	110	10	the	the	DET
cet-13697	110	11	intercalation	intercalation	NOUN
cet-13697	110	12	reaction	reaction	NOUN
cet-13697	110	13	at	at	ADP
cet-13697	110	14	the	the	DET
cet-13697	110	15	cathode	cathode	NOUN
cet-13697	110	16	(	(	PUNCT
cet-13697	110	17	domalanta	domalanta	PROPN
cet-13697	110	18	et	et	PROPN
cet-13697	110	19	al	al	PROPN
cet-13697	110	20	.	.	PROPN
cet-13697	110	21	,	,	PUNCT
cet-13697	110	22	2023	2023	NUM
cet-13697	110	23	)	)	PUNCT
cet-13697	110	24	.	.	PUNCT
cet-13697	111	1	the	the	DET
cet-13697	111	2	optimized	optimize	VERB
cet-13697	111	3	model	model	NOUN
cet-13697	111	4	’s	’s	PART
cet-13697	111	5	thermal	thermal	ADJ
cet-13697	111	6	behavior	behavior	NOUN
cet-13697	111	7	experiences	experience	VERB
cet-13697	111	8	the	the	DET
cet-13697	111	9	same	same	ADJ
cet-13697	111	10	trends	trend	NOUN
cet-13697	111	11	,	,	PUNCT
cet-13697	111	12	though	though	SCONJ
cet-13697	111	13	the	the	DET
cet-13697	111	14	changes	change	NOUN
cet-13697	111	15	in	in	ADP
cet-13697	111	16	the	the	DET
cet-13697	111	17	temperature	temperature	NOUN
cet-13697	111	18	profile	profile	NOUN
cet-13697	111	19	onset	onset	NOUN
cet-13697	111	20	are	be	AUX
cet-13697	111	21	earlier	early	ADV
cet-13697	111	22	than	than	ADP
cet-13697	111	23	in	in	ADP
cet-13697	111	24	the	the	DET
cet-13697	111	25	base	base	NOUN
cet-13697	111	26	model	model	NOUN
cet-13697	111	27	.	.	PUNCT
cet-13697	112	1	such	such	ADJ
cet-13697	112	2	difference	difference	NOUN
cet-13697	112	3	arises	arise	VERB
cet-13697	112	4	from	from	ADP
cet-13697	112	5	the	the	DET
cet-13697	112	6	lower	low	ADJ
cet-13697	112	7	amount	amount	NOUN
cet-13697	112	8	of	of	ADP
cet-13697	112	9	cathode	cathode	NOUN
cet-13697	112	10	active	active	ADJ
cet-13697	112	11	material	material	NOUN
cet-13697	112	12	in	in	ADP
cet-13697	112	13	the	the	DET
cet-13697	112	14	optimized	optimize	VERB
cet-13697	112	15	model	model	NOUN
cet-13697	112	16	;	;	PUNCT
cet-13697	112	17	the	the	DET
cet-13697	112	18	endothermic	endothermic	ADJ
cet-13697	112	19	stage	stage	NOUN
cet-13697	112	20	of	of	ADP
cet-13697	112	21	the	the	DET
cet-13697	112	22	cathode	cathode	NOUN
cet-13697	112	23	intercalation	intercalation	NOUN
cet-13697	112	24	process	process	NOUN
cet-13697	112	25	,	,	PUNCT
cet-13697	112	26	which	which	PRON
cet-13697	112	27	occurs	occur	VERB
cet-13697	112	28	when	when	SCONJ
cet-13697	112	29	the	the	DET
cet-13697	112	30	cathode	cathode	NOUN
cet-13697	112	31	reaches	reach	VERB
cet-13697	112	32	a	a	DET
cet-13697	112	33	certain	certain	ADJ
cet-13697	112	34	degree	degree	NOUN
cet-13697	112	35	of	of	ADP
cet-13697	112	36	lithium	lithium	NOUN
cet-13697	112	37	saturation	saturation	NOUN
cet-13697	112	38	,	,	PUNCT
cet-13697	112	39	occurs	occur	VERB
cet-13697	112	40	sooner	soon	ADV
cet-13697	112	41	since	since	SCONJ
cet-13697	112	42	the	the	DET
cet-13697	112	43	cathode	cathode	NOUN
cet-13697	112	44	saturates	saturate	VERB
cet-13697	112	45	faster	fast	ADV
cet-13697	112	46	in	in	ADP
cet-13697	112	47	the	the	DET
cet-13697	112	48	optimized	optimize	VERB
cet-13697	112	49	model	model	NOUN
cet-13697	112	50	.	.	PUNCT
cet-13697	113	1	finally	finally	ADV
cet-13697	113	2	,	,	PUNCT
cet-13697	113	3	the	the	DET
cet-13697	113	4	temperature	temperature	NOUN
cet-13697	113	5	increase	increase	NOUN
cet-13697	113	6	in	in	ADP
cet-13697	113	7	the	the	DET
cet-13697	113	8	1	1	NUM
cet-13697	113	9	c	c	NOUN
cet-13697	113	10	model	model	NOUN
cet-13697	113	11	is	be	AUX
cet-13697	113	12	greater	great	ADJ
cet-13697	113	13	than	than	ADP
cet-13697	113	14	that	that	PRON
cet-13697	113	15	of	of	ADP
cet-13697	113	16	the	the	DET
cet-13697	113	17	0.5	0.5	NUM
cet-13697	113	18	c	c	NOUN
cet-13697	113	19	model	model	NOUN
cet-13697	113	20	because	because	SCONJ
cet-13697	113	21	of	of	ADP
cet-13697	113	22	the	the	DET
cet-13697	113	23	greater	great	ADJ
cet-13697	113	24	ohmic	ohmic	ADJ
cet-13697	113	25	heat	heat	NOUN
cet-13697	113	26	generation	generation	NOUN
cet-13697	113	27	brought	bring	VERB
cet-13697	113	28	about	about	ADP
cet-13697	113	29	by	by	ADP
cet-13697	113	30	the	the	DET
cet-13697	113	31	increased	increase	VERB
cet-13697	113	32	current	current	ADJ
cet-13697	113	33	density	density	NOUN
cet-13697	113	34	.	.	PUNCT
cet-13697	114	1	4	4	X
cet-13697	114	2	.	.	X
cet-13697	114	3	conclusions	conclusion	NOUN
cet-13697	114	4	a	a	DET
cet-13697	114	5	coupled	couple	VERB
cet-13697	114	6	electrochemical	electrochemical	ADJ
cet-13697	114	7	-	-	PUNCT
cet-13697	114	8	thermal	thermal	ADJ
cet-13697	114	9	lithium	lithium	NOUN
cet-13697	114	10	-	-	PUNCT
cet-13697	114	11	ion	ion	NOUN
cet-13697	114	12	battery	battery	NOUN
cet-13697	114	13	model	model	NOUN
cet-13697	114	14	was	be	AUX
cet-13697	114	15	developed	develop	VERB
cet-13697	114	16	and	and	CCONJ
cet-13697	114	17	fit	fit	ADJ
cet-13697	114	18	to	to	ADP
cet-13697	114	19	actual	actual	ADJ
cet-13697	114	20	battery	battery	NOUN
cet-13697	114	21	discharge	discharge	NOUN
cet-13697	114	22	data	datum	NOUN
cet-13697	114	23	via	via	ADP
cet-13697	114	24	parameter	parameter	NOUN
cet-13697	114	25	estimation	estimation	NOUN
cet-13697	114	26	.	.	PUNCT
cet-13697	115	1	the	the	DET
cet-13697	115	2	produced	produce	VERB
cet-13697	115	3	model	model	NOUN
cet-13697	115	4	was	be	AUX
cet-13697	115	5	then	then	ADV
cet-13697	115	6	used	use	VERB
cet-13697	115	7	for	for	ADP
cet-13697	115	8	sensitivity	sensitivity	NOUN
cet-13697	115	9	analysis	analysis	NOUN
cet-13697	115	10	of	of	ADP
cet-13697	115	11	ten	ten	NUM
cet-13697	115	12	battery	battery	NOUN
cet-13697	115	13	design	design	NOUN
cet-13697	115	14	parameters	parameter	NOUN
cet-13697	115	15	for	for	ADP
cet-13697	115	16	the	the	DET
cet-13697	115	17	most	most	ADV
cet-13697	115	18	effective	effective	ADJ
cet-13697	115	19	optimization	optimization	NOUN
cet-13697	115	20	.	.	PUNCT
cet-13697	116	1	based	base	VERB
cet-13697	116	2	on	on	ADP
cet-13697	116	3	sensitivity	sensitivity	NOUN
cet-13697	116	4	analysis	analysis	NOUN
cet-13697	116	5	data	datum	NOUN
cet-13697	116	6	,	,	PUNCT
cet-13697	116	7	the	the	DET
cet-13697	116	8	selected	select	VERB
cet-13697	116	9	design	design	NOUN
cet-13697	116	10	parameters	parameter	NOUN
cet-13697	116	11	for	for	ADP
cet-13697	116	12	optimization	optimization	NOUN
cet-13697	116	13	are	be	AUX
cet-13697	116	14	the	the	DET
cet-13697	116	15	anode	anode	ADJ
cet-13697	116	16	active	active	ADJ
cet-13697	116	17	material	material	NOUN
cet-13697	116	18	fraction	fraction	NOUN
cet-13697	116	19	,	,	PUNCT
cet-13697	116	20	the	the	DET
cet-13697	116	21	anode	anode	NOUN
cet-13697	116	22	active	active	ADJ
cet-13697	116	23	particle	particle	NOUN
cet-13697	116	24	size	size	NOUN
cet-13697	116	25	,	,	PUNCT
cet-13697	116	26	and	and	CCONJ
cet-13697	116	27	the	the	DET
cet-13697	116	28	lengths	length	NOUN
cet-13697	116	29	of	of	ADP
cet-13697	116	30	the	the	DET
cet-13697	116	31	anode	anode	NOUN
cet-13697	116	32	,	,	PUNCT
cet-13697	116	33	cathode	cathode	NOUN
cet-13697	116	34	,	,	PUNCT
cet-13697	116	35	and	and	CCONJ
cet-13697	116	36	separator	separator	NOUN
cet-13697	116	37	.	.	PUNCT
cet-13697	117	1	these	these	DET
cet-13697	117	2	parameters	parameter	NOUN
cet-13697	117	3	were	be	AUX
cet-13697	117	4	optimized	optimize	VERB
cet-13697	117	5	towards	towards	ADP
cet-13697	117	6	maximizing	maximize	VERB
cet-13697	117	7	energy	energy	NOUN
cet-13697	117	8	density	density	NOUN
cet-13697	117	9	with	with	ADP
cet-13697	117	10	given	give	VERB
cet-13697	117	11	constraints	constraint	NOUN
cet-13697	117	12	on	on	ADP
cet-13697	117	13	power	power	NOUN
cet-13697	117	14	density	density	NOUN
cet-13697	117	15	reduction	reduction	NOUN
cet-13697	117	16	,	,	PUNCT
cet-13697	117	17	maximum	maximum	ADJ
cet-13697	117	18	allowable	allowable	ADJ
cet-13697	117	19	discharge	discharge	NOUN
cet-13697	117	20	time	time	NOUN
cet-13697	117	21	,	,	PUNCT
cet-13697	117	22	and	and	CCONJ
cet-13697	117	23	heat	heat	NOUN
cet-13697	117	24	generation	generation	NOUN
cet-13697	117	25	limitation	limitation	NOUN
cet-13697	117	26	.	.	PUNCT
cet-13697	118	1	in	in	ADP
cet-13697	118	2	conclusion	conclusion	NOUN
cet-13697	118	3	,	,	PUNCT
cet-13697	118	4	optimization	optimization	NOUN
cet-13697	118	5	models	model	NOUN
cet-13697	118	6	yielded	yield	VERB
cet-13697	118	7	an	an	DET
cet-13697	118	8	approximate	approximate	NOUN
cet-13697	118	9	of	of	ADP
cet-13697	118	10	about	about	ADV
cet-13697	118	11	25	25	NUM
cet-13697	118	12	%	%	NOUN
cet-13697	118	13	increase	increase	NOUN
cet-13697	118	14	in	in	ADP
cet-13697	118	15	energy	energy	NOUN
cet-13697	118	16	density	density	NOUN
cet-13697	118	17	at	at	ADP
cet-13697	118	18	both	both	DET
cet-13697	118	19	1	1	NUM
cet-13697	118	20	c	c	NOUN
cet-13697	118	21	and	and	CCONJ
cet-13697	118	22	0.5	0.5	NUM
cet-13697	118	23	c	c	NOUN
cet-13697	118	24	discharge	discharge	NOUN
cet-13697	118	25	rates	rate	NOUN
cet-13697	118	26	.	.	PUNCT
cet-13697	119	1	887	887	NUM
cet-13697	119	2	nomenclature	nomenclature	NOUN
cet-13697	119	3	cp	cp	INTJ
cet-13697	119	4	–	–	PUNCT
cet-13697	119	5	isobaric	isobaric	ADJ
cet-13697	119	6	specific	specific	ADJ
cet-13697	119	7	heat	heat	NOUN
cet-13697	119	8	,	,	PUNCT
cet-13697	119	9	j/(kg·k	j/(kg·k	PROPN
cet-13697	119	10	)	)	PUNCT
cet-13697	119	11	dli	dli	PROPN
cet-13697	119	12	,	,	PUNCT
cet-13697	119	13	s	s	PART
cet-13697	119	14	–	–	PUNCT
cet-13697	119	15	solid	solid	ADJ
cet-13697	119	16	-	-	PUNCT
cet-13697	119	17	phase	phase	NOUN
cet-13697	119	18	diffusion	diffusion	NOUN
cet-13697	119	19	coefficient	coefficient	NOUN
cet-13697	119	20	,	,	PUNCT
cet-13697	119	21	m2	m2	PROPN
cet-13697	119	22	/	/	SYM
cet-13697	119	23	s	s	PART
cet-13697	119	24	gi	gi	NOUN
cet-13697	119	25	–	–	PUNCT
cet-13697	119	26	power	power	NOUN
cet-13697	119	27	/	/	SYM
cet-13697	119	28	energy	energy	NOUN
cet-13697	119	29	density	density	NOUN
cet-13697	119	30	parameter	parameter	NOUN
cet-13697	119	31	for	for	ADP
cet-13697	119	32	x	x	PROPN
cet-13697	119	33	k	k	ADJ
cet-13697	119	34	–	–	PUNCT
cet-13697	119	35	rate	rate	NOUN
cet-13697	119	36	constant	constant	ADJ
cet-13697	119	37	,	,	PUNCT
cet-13697	119	38	m2.5/(mol0.5·s	m2.5/(mol0.5·s	PROPN
cet-13697	119	39	)	)	PUNCT
cet-13697	119	40	mi	mi	PROPN
cet-13697	119	41	–	–	PUNCT
cet-13697	119	42	calculated	calculate	VERB
cet-13697	119	43	sensitivity	sensitivity	NOUN
cet-13697	119	44	of	of	ADP
cet-13697	119	45	parameter	parameter	NOUN
cet-13697	120	1	i	i	PRON
cet-13697	120	2	t	t	PROPN
cet-13697	120	3	–	–	PUNCT
cet-13697	120	4	local	local	ADJ
cet-13697	120	5	temperature	temperature	NOUN
cet-13697	120	6	,	,	PUNCT
cet-13697	120	7	k	k	PROPN
cet-13697	120	8	t	t	PROPN
cet-13697	120	9	–	–	PUNCT
cet-13697	120	10	time	time	NOUN
cet-13697	120	11	,	,	PUNCT
cet-13697	120	12	s	s	PART
cet-13697	120	13	xn	xn	PROPN
cet-13697	120	14	–	–	PUNCT
cet-13697	120	15	generated	generate	VERB
cet-13697	120	16	values	value	NOUN
cet-13697	120	17	for	for	ADP
cet-13697	120	18	parameter	parameter	NOUN
cet-13697	120	19	analysis	analysis	NOUN
cet-13697	120	20	of	of	ADP
cet-13697	120	21	n	n	PRON
cet-13697	120	22	q	q	NOUN
cet-13697	120	23	–	–	PUNCT
cet-13697	120	24	battery	battery	NOUN
cet-13697	120	25	heat	heat	NOUN
cet-13697	120	26	generation	generation	NOUN
cet-13697	120	27	,	,	PUNCT
cet-13697	120	28	w	w	NOUN
cet-13697	120	29	/	/	SYM
cet-13697	120	30	m3	m3	PROPN
cet-13697	120	31	α	α	PROPN
cet-13697	120	32	–	–	PUNCT
cet-13697	120	33	specific	specific	ADJ
cet-13697	120	34	surface	surface	NOUN
cet-13697	120	35	area	area	NOUN
cet-13697	120	36	,	,	PUNCT
cet-13697	120	37	1	1	NUM
cet-13697	120	38	/	/	SYM
cet-13697	120	39	m	m	VERB
cet-13697	120	40	λ	λ	NOUN
cet-13697	120	41	–	–	PUNCT
cet-13697	120	42	thermal	thermal	ADJ
cet-13697	120	43	conductivity	conductivity	NOUN
cet-13697	120	44	,	,	PUNCT
cet-13697	120	45	w/(m·k	w/(m·k	NOUN
cet-13697	120	46	)	)	PUNCT
cet-13697	120	47	ρ	ρ	PROPN
cet-13697	120	48	–	–	PUNCT
cet-13697	120	49	density	density	NOUN
cet-13697	120	50	,	,	PUNCT
cet-13697	120	51	kg	kg	PROPN
cet-13697	120	52	/	/	SYM
cet-13697	120	53	m3	m3	PROPN
cet-13697	120	54	acknowledgments	acknowledgment	NOUN
cet-13697	120	55	the	the	DET
cet-13697	120	56	authors	author	NOUN
cet-13697	120	57	would	would	AUX
cet-13697	120	58	like	like	VERB
cet-13697	120	59	to	to	PART
cet-13697	120	60	acknowledge	acknowledge	VERB
cet-13697	120	61	the	the	DET
cet-13697	120	62	advanced	advanced	ADJ
cet-13697	120	63	batteries	battery	NOUN
cet-13697	120	64	center	center	NOUN
cet-13697	120	65	program	program	NOUN
cet-13697	120	66	(	(	PUNCT
cet-13697	120	67	rebcell	rebcell	NOUN
cet-13697	120	68	project	project	NOUN
cet-13697	120	69	)	)	PUNCT
cet-13697	120	70	funded	fund	VERB
cet-13697	120	71	by	by	ADP
cet-13697	120	72	the	the	DET
cet-13697	120	73	department	department	PROPN
cet-13697	120	74	of	of	ADP
cet-13697	120	75	science	science	NOUN
cet-13697	120	76	and	and	CCONJ
cet-13697	120	77	technology	technology	NOUN
cet-13697	120	78	(	(	PUNCT
cet-13697	120	79	dost	dost	NOUN
cet-13697	120	80	)	)	PUNCT
cet-13697	120	81	,	,	PUNCT
cet-13697	120	82	through	through	ADP
cet-13697	120	83	the	the	DET
cet-13697	120	84	niche	niche	NOUN
cet-13697	120	85	centers	center	NOUN
cet-13697	120	86	in	in	ADP
cet-13697	120	87	the	the	DET
cet-13697	120	88	regions	region	NOUN
cet-13697	120	89	for	for	ADP
cet-13697	120	90	r&d	r&d	NOUN
cet-13697	120	91	(	(	PUNCT
cet-13697	120	92	nicer	nice	ADJ
cet-13697	120	93	)	)	PUNCT
cet-13697	120	94	program	program	NOUN
cet-13697	120	95	,	,	PUNCT
cet-13697	120	96	and	and	CCONJ
cet-13697	120	97	the	the	DET
cet-13697	120	98	office	office	NOUN
cet-13697	120	99	of	of	ADP
cet-13697	120	100	the	the	DET
cet-13697	120	101	chancellor	chancellor	NOUN
cet-13697	120	102	of	of	ADP
cet-13697	120	103	the	the	DET
cet-13697	120	104	university	university	NOUN
cet-13697	120	105	of	of	ADP
cet-13697	120	106	the	the	DET
cet-13697	120	107	philippines	philippine	NOUN
cet-13697	120	108	diliman	diliman	PROPN
cet-13697	120	109	,	,	PUNCT
cet-13697	120	110	through	through	ADP
cet-13697	120	111	the	the	DET
cet-13697	120	112	office	office	NOUN
cet-13697	120	113	of	of	ADP
cet-13697	120	114	the	the	DET
cet-13697	120	115	vice	vice	NOUN
cet-13697	120	116	chancellor	chancellor	NOUN
cet-13697	120	117	for	for	ADP
cet-13697	120	118	research	research	NOUN
cet-13697	120	119	and	and	CCONJ
cet-13697	120	120	development	development	NOUN
cet-13697	120	121	,	,	PUNCT
cet-13697	120	122	through	through	ADP
cet-13697	120	123	the	the	DET
cet-13697	120	124	outright	outright	ADJ
cet-13697	120	125	research	research	NOUN
cet-13697	120	126	grant	grant	NOUN
cet-13697	120	127	(	(	PUNCT
cet-13697	120	128	project	project	NOUN
cet-13697	120	129	no	no	NOUN
cet-13697	120	130	.	.	PUNCT
cet-13697	120	131	222210	222210	NUM
cet-13697	120	132	org	org	NOUN
cet-13697	120	133	)	)	PUNCT
cet-13697	120	134	for	for	ADP
cet-13697	120	135	funding	fund	VERB
cet-13697	120	136	this	this	DET
cet-13697	120	137	research	research	NOUN
cet-13697	120	138	.	.	PUNCT
cet-13697	121	1	references	reference	NOUN
cet-13697	121	2	deimede	deimede	VERB
cet-13697	121	3	v.	v.	ADV
cet-13697	121	4	,	,	PUNCT
cet-13697	121	5	elmasides	elmasides	PROPN
cet-13697	121	6	c.	c.	PROPN
cet-13697	121	7	,	,	PUNCT
cet-13697	121	8	2015	2015	NUM
cet-13697	121	9	,	,	PUNCT
cet-13697	121	10	separators	separator	NOUN
cet-13697	121	11	for	for	ADP
cet-13697	121	12	lithium	lithium	NOUN
cet-13697	121	13	-	-	PUNCT
cet-13697	121	14	ion	ion	NOUN
cet-13697	121	15	batteries	battery	NOUN
cet-13697	121	16	:	:	PUNCT
cet-13697	121	17	a	a	DET
cet-13697	121	18	review	review	NOUN
cet-13697	121	19	on	on	ADP
cet-13697	121	20	the	the	DET
cet-13697	121	21	production	production	NOUN
cet-13697	121	22	processes	process	NOUN
cet-13697	121	23	and	and	CCONJ
cet-13697	121	24	recent	recent	ADJ
cet-13697	121	25	developments	development	NOUN
cet-13697	121	26	.	.	PUNCT
cet-13697	122	1	energy	energy	NOUN
cet-13697	122	2	technology	technology	NOUN
cet-13697	122	3	,	,	PUNCT
cet-13697	122	4	3(5	3(5	NUM
cet-13697	122	5	)	)	PUNCT
cet-13697	122	6	,	,	PUNCT
cet-13697	122	7	453–468	453–468	NUM
cet-13697	122	8	.	.	PUNCT
cet-13697	123	1	domalanta	domalanta	PROPN
cet-13697	123	2	m.r.b	m.r.b	NOUN
cet-13697	123	3	.	.	PUNCT
cet-13697	123	4	,	,	PUNCT
cet-13697	123	5	castro	castro	PROPN
cet-13697	123	6	m.t	m.t	PROPN
cet-13697	123	7	.	.	PROPN
cet-13697	123	8	,	,	PUNCT
cet-13697	123	9	ocon	ocon	PROPN
cet-13697	123	10	j.d	j.d	PROPN
cet-13697	123	11	.	.	PROPN
cet-13697	123	12	,	,	PUNCT
cet-13697	123	13	del	del	PROPN
cet-13697	123	14	rosario	rosario	PROPN
cet-13697	123	15	j.a.d	j.a.d	PROPN
cet-13697	123	16	.	.	PROPN
cet-13697	123	17	,	,	PUNCT
cet-13697	123	18	2022	2022	NUM
cet-13697	123	19	,	,	PUNCT
cet-13697	123	20	an	an	DET
cet-13697	123	21	electrochemical	electrochemical	ADJ
cet-13697	123	22	-	-	PUNCT
cet-13697	123	23	thermal	thermal	ADJ
cet-13697	123	24	multiphysics	multiphysic	NOUN
cet-13697	123	25	model	model	NOUN
cet-13697	123	26	for	for	ADP
cet-13697	123	27	lithium	lithium	NOUN
cet-13697	123	28	polymer	polymer	NOUN
cet-13697	123	29	battery	battery	NOUN
cet-13697	123	30	.	.	PUNCT
cet-13697	124	1	chemical	chemical	NOUN
cet-13697	124	2	engineering	engineering	NOUN
cet-13697	124	3	transactions	transaction	NOUN
cet-13697	124	4	,	,	PUNCT
cet-13697	124	5	94	94	NUM
cet-13697	124	6	,	,	PUNCT
cet-13697	124	7	145–150	145–150	NUM
cet-13697	124	8	.	.	PUNCT
cet-13697	125	1	domalanta	domalanta	PROPN
cet-13697	125	2	m.r	m.r	PROPN
cet-13697	125	3	.	.	PROPN
cet-13697	125	4	,	,	PUNCT
cet-13697	125	5	paraggua	paraggua	PROPN
cet-13697	125	6	j.a	j.a	PROPN
cet-13697	125	7	.	.	PROPN
cet-13697	125	8	,	,	PUNCT
cet-13697	125	9	2023	2023	NUM
cet-13697	125	10	,	,	PUNCT
cet-13697	125	11	a	a	DET
cet-13697	125	12	multiphysics	multiphysics	NOUN
cet-13697	125	13	model	model	NOUN
cet-13697	125	14	simulating	simulate	VERB
cet-13697	125	15	the	the	DET
cet-13697	125	16	electrochemical	electrochemical	ADJ
cet-13697	125	17	,	,	PUNCT
cet-13697	125	18	thermal	thermal	ADJ
cet-13697	125	19	,	,	PUNCT
cet-13697	125	20	and	and	CCONJ
cet-13697	125	21	thermal	thermal	ADJ
cet-13697	125	22	runaway	runaway	ADJ
cet-13697	125	23	behaviors	behavior	NOUN
cet-13697	125	24	of	of	ADP
cet-13697	125	25	lithium	lithium	NOUN
cet-13697	125	26	polymer	polymer	NOUN
cet-13697	125	27	battery	battery	NOUN
cet-13697	125	28	.	.	PUNCT
cet-13697	126	1	energies	energy	NOUN
cet-13697	126	2	,	,	PUNCT
cet-13697	126	3	16(6	16(6	NUM
cet-13697	126	4	)	)	PUNCT
cet-13697	126	5	,	,	PUNCT
cet-13697	126	6	2642	2642	NUM
cet-13697	126	7	.	.	PUNCT
cet-13697	127	1	doyle	doyle	PROPN
cet-13697	127	2	m.	m.	PROPN
cet-13697	127	3	,	,	PUNCT
cet-13697	127	4	newman	newman	PROPN
cet-13697	127	5	j.	j.	PROPN
cet-13697	127	6	,	,	PUNCT
cet-13697	127	7	1995	1995	NUM
cet-13697	127	8	,	,	PUNCT
cet-13697	127	9	the	the	DET
cet-13697	127	10	use	use	NOUN
cet-13697	127	11	of	of	ADP
cet-13697	127	12	mathematical	mathematical	ADJ
cet-13697	127	13	modeling	modeling	NOUN
cet-13697	127	14	in	in	ADP
cet-13697	127	15	the	the	DET
cet-13697	127	16	design	design	NOUN
cet-13697	127	17	of	of	ADP
cet-13697	127	18	lithium	lithium	NOUN
cet-13697	127	19	/	/	SYM
cet-13697	127	20	polymer	polymer	NOUN
cet-13697	127	21	battery	battery	NOUN
cet-13697	127	22	systems	system	NOUN
cet-13697	127	23	.	.	PUNCT
cet-13697	128	1	electrochimica	electrochimica	PROPN
cet-13697	128	2	acta	acta	PROPN
cet-13697	128	3	,	,	PUNCT
cet-13697	128	4	40(13–14	40(13–14	NUM
cet-13697	128	5	)	)	PUNCT
cet-13697	128	6	,	,	PUNCT
cet-13697	128	7	2191–2196	2191–2196	NUM
cet-13697	128	8	.	.	PUNCT
cet-13697	129	1	du	du	PROPN
cet-13697	129	2	z.	z.	PROPN
cet-13697	129	3	,	,	PUNCT
cet-13697	129	4	wood	wood	PROPN
cet-13697	129	5	,	,	PUNCT
cet-13697	129	6	d.l	d.l	PROPN
cet-13697	129	7	.	.	PROPN
cet-13697	129	8	,	,	PUNCT
cet-13697	129	9	daniel	daniel	PROPN
cet-13697	129	10	c.	c.	PROPN
cet-13697	129	11	,	,	PUNCT
cet-13697	129	12	kalnaus	kalnaus	PROPN
cet-13697	129	13	s.	s.	PROPN
cet-13697	129	14	,	,	PUNCT
cet-13697	129	15	li	li	PROPN
cet-13697	129	16	j.	j.	PROPN
cet-13697	129	17	,	,	PUNCT
cet-13697	129	18	2017	2017	NUM
cet-13697	129	19	,	,	PUNCT
cet-13697	129	20	understanding	understand	VERB
cet-13697	129	21	limiting	limit	VERB
cet-13697	129	22	factors	factor	NOUN
cet-13697	129	23	in	in	ADP
cet-13697	129	24	thick	thick	ADJ
cet-13697	129	25	electrode	electrode	NOUN
cet-13697	129	26	performance	performance	NOUN
cet-13697	129	27	as	as	SCONJ
cet-13697	129	28	applied	apply	VERB
cet-13697	129	29	to	to	ADP
cet-13697	129	30	high	high	ADJ
cet-13697	129	31	energy	energy	NOUN
cet-13697	129	32	density	density	NOUN
cet-13697	129	33	li	li	PROPN
cet-13697	129	34	-	-	PUNCT
cet-13697	129	35	ion	ion	NOUN
cet-13697	129	36	batteries	battery	NOUN
cet-13697	129	37	.	.	PUNCT
cet-13697	130	1	journal	journal	NOUN
cet-13697	130	2	of	of	ADP
cet-13697	130	3	applied	applied	ADJ
cet-13697	130	4	electrochemistry	electrochemistry	NOUN
cet-13697	130	5	,	,	PUNCT
cet-13697	130	6	47(3	47(3	NUM
cet-13697	130	7	)	)	PUNCT
cet-13697	130	8	.	.	PUNCT
cet-13697	131	1	golmon	golmon	PROPN
cet-13697	131	2	s.	s.	PROPN
cet-13697	131	3	,	,	PUNCT
cet-13697	131	4	maute	maute	PROPN
cet-13697	131	5	k.	k.	PROPN
cet-13697	131	6	,	,	PUNCT
cet-13697	131	7	dunn	dunn	PROPN
cet-13697	131	8	m.l	m.l	PROPN
cet-13697	131	9	.	.	PROPN
cet-13697	131	10	,	,	PUNCT
cet-13697	131	11	2009	2009	NUM
cet-13697	131	12	,	,	PUNCT
cet-13697	131	13	numerical	numerical	ADJ
cet-13697	131	14	modeling	modeling	NOUN
cet-13697	131	15	of	of	ADP
cet-13697	131	16	electrochemical	electrochemical	ADJ
cet-13697	131	17	–	–	PUNCT
cet-13697	131	18	mechanical	mechanical	ADJ
cet-13697	131	19	interactions	interaction	NOUN
cet-13697	131	20	in	in	ADP
cet-13697	131	21	lithium	lithium	NOUN
cet-13697	131	22	polymer	polymer	NOUN
cet-13697	131	23	batteries	battery	NOUN
cet-13697	131	24	.	.	PUNCT
cet-13697	132	1	computers	computer	NOUN
cet-13697	132	2	&	&	CCONJ
cet-13697	132	3	structures	structure	NOUN
cet-13697	132	4	,	,	PUNCT
cet-13697	132	5	87(23–24	87(23–24	NUM
cet-13697	132	6	)	)	PUNCT
cet-13697	132	7	,	,	PUNCT
cet-13697	132	8	1567–1579	1567–1579	NUM
cet-13697	132	9	.	.	PUNCT
cet-13697	133	1	grazioli	grazioli	PROPN
cet-13697	133	2	d.	d.	PROPN
cet-13697	133	3	,	,	PUNCT
cet-13697	133	4	magri	magri	NOUN
cet-13697	133	5	m.	m.	NOUN
cet-13697	133	6	,	,	PUNCT
cet-13697	133	7	salvadori	salvadori	PROPN
cet-13697	133	8	a.	a.	PROPN
cet-13697	133	9	,	,	PUNCT
cet-13697	133	10	2016	2016	NUM
cet-13697	133	11	,	,	PUNCT
cet-13697	133	12	computational	computational	ADJ
cet-13697	133	13	modeling	modeling	NOUN
cet-13697	133	14	of	of	ADP
cet-13697	133	15	li	li	PROPN
cet-13697	133	16	-	-	PUNCT
cet-13697	133	17	ion	ion	NOUN
cet-13697	133	18	batteries	battery	NOUN
cet-13697	133	19	.	.	PUNCT
cet-13697	134	1	computational	computational	ADJ
cet-13697	134	2	mechanics	mechanic	NOUN
cet-13697	134	3	,	,	PUNCT
cet-13697	134	4	58(6	58(6	NOUN
cet-13697	134	5	)	)	PUNCT
cet-13697	134	6	,	,	PUNCT
cet-13697	134	7	889–909	889–909	NUM
cet-13697	134	8	.	.	PUNCT
cet-13697	135	1	gu	gu	PROPN
cet-13697	135	2	w.b	w.b	PROPN
cet-13697	135	3	.	.	PROPN
cet-13697	135	4	,	,	PUNCT
cet-13697	135	5	wang	wang	PROPN
cet-13697	135	6	c.y	c.y	PROPN
cet-13697	135	7	.	.	PROPN
cet-13697	135	8	,	,	PUNCT
cet-13697	135	9	2000	2000	NUM
cet-13697	135	10	,	,	PUNCT
cet-13697	135	11	thermal	thermal	ADJ
cet-13697	135	12	-	-	PUNCT
cet-13697	135	13	electrochemical	electrochemical	ADJ
cet-13697	135	14	modeling	modeling	NOUN
cet-13697	135	15	of	of	ADP
cet-13697	135	16	battery	battery	NOUN
cet-13697	135	17	systems	system	NOUN
cet-13697	135	18	.	.	PUNCT
cet-13697	136	1	journal	journal	NOUN
cet-13697	136	2	of	of	ADP
cet-13697	136	3	the	the	DET
cet-13697	136	4	electrochemical	electrochemical	ADJ
cet-13697	136	5	society	society	NOUN
cet-13697	136	6	,	,	PUNCT
cet-13697	136	7	147(8	147(8	NUM
cet-13697	136	8	)	)	PUNCT
cet-13697	136	9	,	,	PUNCT
cet-13697	136	10	2910	2910	NUM
cet-13697	136	11	.	.	PUNCT
cet-13697	137	1	hosseinzadeh	hosseinzadeh	PROPN
cet-13697	137	2	e.	e.	PROPN
cet-13697	137	3	,	,	PUNCT
cet-13697	137	4	marco	marco	PROPN
cet-13697	137	5	j.	j.	PROPN
cet-13697	137	6	,	,	PUNCT
cet-13697	137	7	jennings	jennings	PROPN
cet-13697	137	8	p.	p.	PROPN
cet-13697	137	9	,	,	PUNCT
cet-13697	137	10	2017	2017	NUM
cet-13697	137	11	,	,	PUNCT
cet-13697	137	12	electrochemical	electrochemical	ADJ
cet-13697	137	13	-	-	PUNCT
cet-13697	137	14	thermal	thermal	ADJ
cet-13697	137	15	modelling	modelling	NOUN
cet-13697	137	16	and	and	CCONJ
cet-13697	137	17	optimisation	optimisation	NOUN
cet-13697	137	18	of	of	ADP
cet-13697	137	19	lithiumion	lithiumion	NOUN
cet-13697	137	20	battery	battery	NOUN
cet-13697	137	21	design	design	NOUN
cet-13697	137	22	parameters	parameter	NOUN
cet-13697	137	23	using	use	VERB
cet-13697	137	24	analysis	analysis	NOUN
cet-13697	137	25	of	of	ADP
cet-13697	137	26	variance	variance	NOUN
cet-13697	137	27	.	.	PUNCT
cet-13697	138	1	energies	energy	NOUN
cet-13697	138	2	,	,	PUNCT
cet-13697	138	3	10(9	10(9	NUM
cet-13697	138	4	)	)	PUNCT
cet-13697	138	5	,	,	PUNCT
cet-13697	138	6	1278	1278	NUM
cet-13697	138	7	.	.	PUNCT
cet-13697	139	1	jiang	jiang	PROPN
cet-13697	139	2	k.	k.	PROPN
cet-13697	139	3	,	,	PUNCT
cet-13697	139	4	liu	liu	PROPN
cet-13697	139	5	x.	x.	PROPN
cet-13697	139	6	,	,	PUNCT
cet-13697	139	7	lou	lou	PROPN
cet-13697	139	8	g.	g.	PROPN
cet-13697	139	9	,	,	PUNCT
cet-13697	139	10	wen	wen	PROPN
cet-13697	139	11	z.	z.	PROPN
cet-13697	139	12	,	,	PUNCT
cet-13697	139	13	liu	liu	PROPN
cet-13697	139	14	l.	l.	PROPN
cet-13697	139	15	,	,	PUNCT
cet-13697	139	16	2020	2020	NUM
cet-13697	139	17	,	,	PUNCT
cet-13697	139	18	parameter	parameter	NOUN
cet-13697	139	19	sensitivity	sensitivity	NOUN
cet-13697	139	20	analysis	analysis	NOUN
cet-13697	139	21	and	and	CCONJ
cet-13697	139	22	cathode	cathode	NOUN
cet-13697	139	23	structure	structure	NOUN
cet-13697	139	24	optimization	optimization	NOUN
cet-13697	139	25	of	of	ADP
cet-13697	139	26	a	a	DET
cet-13697	139	27	non	non	ADJ
cet-13697	139	28	-	-	ADJ
cet-13697	139	29	aqueous	aqueous	ADJ
cet-13697	139	30	li	li	PROPN
cet-13697	139	31	–	–	PUNCT
cet-13697	139	32	o2	o2	PROPN
cet-13697	139	33	battery	battery	NOUN
cet-13697	139	34	model	model	NOUN
cet-13697	139	35	.	.	PUNCT
cet-13697	140	1	journal	journal	PROPN
cet-13697	140	2	of	of	ADP
cet-13697	140	3	power	power	NOUN
cet-13697	140	4	sources	source	NOUN
cet-13697	140	5	,	,	PUNCT
cet-13697	140	6	451	451	NUM
cet-13697	140	7	,	,	PUNCT
cet-13697	140	8	227821	227821	NUM
cet-13697	140	9	.	.	PUNCT
cet-13697	141	1	jin	jin	PROPN
cet-13697	141	2	n.	n.	PROPN
cet-13697	141	3	,	,	PUNCT
cet-13697	141	4	danilov	danilov	PROPN
cet-13697	141	5	d.l	d.l	PROPN
cet-13697	141	6	.	.	PROPN
cet-13697	141	7	,	,	PUNCT
cet-13697	141	8	van	van	PROPN
cet-13697	141	9	den	den	PROPN
cet-13697	141	10	hof	hof	PROPN
cet-13697	141	11	p.m.j	p.m.j	PROPN
cet-13697	141	12	.	.	PROPN
cet-13697	141	13	,	,	PUNCT
cet-13697	141	14	donkers	donker	NOUN
cet-13697	141	15	m.c.f	m.c.f	VERB
cet-13697	141	16	.	.	PROPN
cet-13697	141	17	,	,	PUNCT
cet-13697	141	18	2018	2018	NUM
cet-13697	141	19	,	,	PUNCT
cet-13697	141	20	parameter	parameter	NOUN
cet-13697	141	21	estimation	estimation	NOUN
cet-13697	141	22	of	of	ADP
cet-13697	141	23	an	an	DET
cet-13697	141	24	electrochemistrybased	electrochemistrybase	VERB
cet-13697	141	25	lithium	lithium	NOUN
cet-13697	141	26	-	-	PUNCT
cet-13697	141	27	ion	ion	NOUN
cet-13697	141	28	battery	battery	NOUN
cet-13697	141	29	model	model	NOUN
cet-13697	141	30	using	use	VERB
cet-13697	141	31	a	a	DET
cet-13697	141	32	two	two	NUM
cet-13697	141	33	-	-	PUNCT
cet-13697	141	34	step	step	NOUN
cet-13697	141	35	procedure	procedure	NOUN
cet-13697	141	36	and	and	CCONJ
cet-13697	141	37	a	a	DET
cet-13697	141	38	parameter	parameter	NOUN
cet-13697	141	39	sensitivity	sensitivity	NOUN
cet-13697	141	40	analysis	analysis	NOUN
cet-13697	141	41	.	.	PUNCT
cet-13697	142	1	international	international	ADJ
cet-13697	142	2	journal	journal	PROPN
cet-13697	142	3	of	of	ADP
cet-13697	142	4	energy	energy	NOUN
cet-13697	142	5	research	research	NOUN
cet-13697	142	6	,	,	PUNCT
cet-13697	142	7	42(7	42(7	NOUN
cet-13697	142	8	)	)	PUNCT
cet-13697	142	9	,	,	PUNCT
cet-13697	142	10	2417–2430	2417–2430	NUM
cet-13697	142	11	.	.	PUNCT
cet-13697	143	1	lee	lee	PROPN
cet-13697	143	2	d.c	d.c	PROPN
cet-13697	143	3	.	.	PROPN
cet-13697	143	4	,	,	PUNCT
cet-13697	143	5	lee	lee	PROPN
cet-13697	143	6	k.j	k.j	PROPN
cet-13697	143	7	.	.	PROPN
cet-13697	143	8	,	,	PUNCT
cet-13697	143	9	kim	kim	PROPN
cet-13697	143	10	c.w	c.w	PROPN
cet-13697	143	11	.	.	PROPN
cet-13697	143	12	,	,	PUNCT
cet-13697	143	13	2020	2020	NUM
cet-13697	143	14	,	,	PUNCT
cet-13697	143	15	optimization	optimization	NOUN
cet-13697	143	16	of	of	ADP
cet-13697	143	17	a	a	DET
cet-13697	143	18	lithium	lithium	NOUN
cet-13697	143	19	-	-	PUNCT
cet-13697	143	20	ion	ion	NOUN
cet-13697	143	21	battery	battery	NOUN
cet-13697	143	22	for	for	ADP
cet-13697	143	23	maximization	maximization	NOUN
cet-13697	143	24	of	of	ADP
cet-13697	143	25	energy	energy	NOUN
cet-13697	143	26	density	density	NOUN
cet-13697	143	27	with	with	ADP
cet-13697	143	28	design	design	NOUN
cet-13697	143	29	of	of	ADP
cet-13697	143	30	experiments	experiment	NOUN
cet-13697	143	31	and	and	CCONJ
cet-13697	143	32	micro	micro	ADJ
cet-13697	143	33	-	-	ADJ
cet-13697	143	34	genetic	genetic	ADJ
cet-13697	143	35	algorithm	algorithm	NOUN
cet-13697	143	36	.	.	PUNCT
cet-13697	144	1	international	international	ADJ
cet-13697	144	2	journal	journal	PROPN
cet-13697	144	3	of	of	ADP
cet-13697	144	4	precision	precision	NOUN
cet-13697	144	5	engineering	engineering	NOUN
cet-13697	144	6	and	and	CCONJ
cet-13697	144	7	manufacturing	manufacturing	NOUN
cet-13697	144	8	-	-	PUNCT
cet-13697	144	9	green	green	ADJ
cet-13697	144	10	technology	technology	NOUN
cet-13697	144	11	,	,	PUNCT
cet-13697	144	12	7(4	7(4	NUM
cet-13697	144	13	)	)	PUNCT
cet-13697	144	14	,	,	PUNCT
cet-13697	144	15	829–836	829–836	NUM
cet-13697	144	16	.	.	PUNCT
cet-13697	145	1	long	long	PROPN
cet-13697	145	2	l.	l.	PROPN
cet-13697	145	3	,	,	PUNCT
cet-13697	145	4	wang	wang	PROPN
cet-13697	145	5	s.	s.	PROPN
cet-13697	145	6	,	,	PUNCT
cet-13697	145	7	xiao	xiao	PROPN
cet-13697	145	8	m.	m.	PROPN
cet-13697	145	9	,	,	PUNCT
cet-13697	145	10	meng	meng	PROPN
cet-13697	145	11	y.	y.	PROPN
cet-13697	145	12	,	,	PUNCT
cet-13697	145	13	2016	2016	NUM
cet-13697	145	14	,	,	PUNCT
cet-13697	145	15	polymer	polymer	NOUN
cet-13697	145	16	electrolytes	electrolyte	NOUN
cet-13697	145	17	for	for	ADP
cet-13697	145	18	lithium	lithium	NOUN
cet-13697	145	19	polymer	polymer	NOUN
cet-13697	145	20	batteries	battery	NOUN
cet-13697	145	21	.	.	PUNCT
cet-13697	146	1	journal	journal	NOUN
cet-13697	146	2	of	of	ADP
cet-13697	146	3	materials	material	NOUN
cet-13697	146	4	chemistry	chemistry	NOUN
cet-13697	146	5	a	a	PRON
cet-13697	146	6	,	,	PUNCT
cet-13697	146	7	4(26	4(26	NOUN
cet-13697	146	8	)	)	PUNCT
cet-13697	146	9	,	,	PUNCT
cet-13697	146	10	10038–10069	10038–10069	NUM
cet-13697	146	11	.	.	PUNCT
cet-13697	147	1	mei	mei	PROPN
cet-13697	147	2	w.	w.	PROPN
cet-13697	147	3	,	,	PUNCT
cet-13697	147	4	chen	chen	PROPN
cet-13697	147	5	h.	h.	PROPN
cet-13697	147	6	,	,	PUNCT
cet-13697	147	7	sun	sun	PROPN
cet-13697	147	8	j.	j.	PROPN
cet-13697	147	9	,	,	PUNCT
cet-13697	147	10	wang	wang	PROPN
cet-13697	147	11	q.	q.	PROPN
cet-13697	147	12	,	,	PUNCT
cet-13697	147	13	2018	2018	NUM
cet-13697	147	14	,	,	PUNCT
cet-13697	147	15	the	the	DET
cet-13697	147	16	effect	effect	NOUN
cet-13697	147	17	of	of	ADP
cet-13697	147	18	electrode	electrode	NOUN
cet-13697	147	19	design	design	NOUN
cet-13697	147	20	parameters	parameter	NOUN
cet-13697	147	21	on	on	ADP
cet-13697	147	22	battery	battery	NOUN
cet-13697	147	23	performance	performance	NOUN
cet-13697	147	24	and	and	CCONJ
cet-13697	147	25	optimization	optimization	NOUN
cet-13697	147	26	of	of	ADP
cet-13697	147	27	electrode	electrode	NOUN
cet-13697	147	28	thickness	thickness	NOUN
cet-13697	147	29	based	base	VERB
cet-13697	147	30	on	on	ADP
cet-13697	147	31	the	the	DET
cet-13697	147	32	electrochemical	electrochemical	ADJ
cet-13697	147	33	–	–	PUNCT
cet-13697	147	34	thermal	thermal	ADJ
cet-13697	147	35	coupling	coupling	NOUN
cet-13697	147	36	model	model	NOUN
cet-13697	147	37	.	.	PUNCT
cet-13697	148	1	sustainable	sustainable	ADJ
cet-13697	148	2	energy	energy	NOUN
cet-13697	148	3	&	&	CCONJ
cet-13697	148	4	fuels	fuel	NOUN
cet-13697	148	5	,	,	PUNCT
cet-13697	148	6	3(1	3(1	NUM
cet-13697	148	7	)	)	PUNCT
cet-13697	148	8	,	,	PUNCT
cet-13697	148	9	148–165	148–165	NUM
cet-13697	148	10	.	.	PUNCT
cet-13697	149	1	pan	pan	PROPN
cet-13697	149	2	t.c	t.c	PROPN
cet-13697	149	3	.	.	PROPN
cet-13697	149	4	,	,	PUNCT
cet-13697	149	5	liu	liu	PROPN
cet-13697	149	6	e.j	e.j	PROPN
cet-13697	149	7	.	.	PROPN
cet-13697	149	8	,	,	PUNCT
cet-13697	149	9	ku	ku	PROPN
cet-13697	149	10	h.c	h.c	PROPN
cet-13697	149	11	.	.	PROPN
cet-13697	149	12	,	,	PUNCT
cet-13697	149	13	hong	hong	PROPN
cet-13697	149	14	c.w	c.w	PROPN
cet-13697	149	15	.	.	PROPN
cet-13697	149	16	,	,	PUNCT
cet-13697	149	17	2022	2022	NUM
cet-13697	149	18	,	,	PUNCT
cet-13697	149	19	parameter	parameter	NOUN
cet-13697	149	20	identification	identification	NOUN
cet-13697	149	21	and	and	CCONJ
cet-13697	149	22	sensitivity	sensitivity	NOUN
cet-13697	149	23	analysis	analysis	NOUN
cet-13697	149	24	of	of	ADP
cet-13697	149	25	lithium	lithium	NOUN
cet-13697	149	26	-	-	PUNCT
cet-13697	149	27	ion	ion	NOUN
cet-13697	149	28	battery	battery	NOUN
cet-13697	149	29	via	via	ADP
cet-13697	149	30	whale	whale	NOUN
cet-13697	149	31	optimization	optimization	NOUN
cet-13697	149	32	algorithm	algorithm	NOUN
cet-13697	149	33	.	.	PUNCT
cet-13697	150	1	electrochimica	electrochimica	PROPN
cet-13697	150	2	acta	acta	PROPN
cet-13697	150	3	,	,	PUNCT
cet-13697	150	4	404	404	NUM
cet-13697	150	5	,	,	PUNCT
cet-13697	150	6	139574	139574	NUM
cet-13697	150	7	.	.	PUNCT
cet-13697	151	1	santhanagopalan	santhanagopalan	PROPN
cet-13697	151	2	s.	s.	PROPN
cet-13697	151	3	,	,	PUNCT
cet-13697	151	4	guo	guo	PROPN
cet-13697	151	5	q.	q.	PROPN
cet-13697	151	6	,	,	PUNCT
cet-13697	151	7	white	white	PROPN
cet-13697	151	8	r.e	r.e	PROPN
cet-13697	151	9	.	.	PROPN
cet-13697	151	10	,	,	PUNCT
cet-13697	151	11	2007	2007	NUM
cet-13697	151	12	,	,	PUNCT
cet-13697	151	13	parameter	parameter	NOUN
cet-13697	151	14	estimation	estimation	NOUN
cet-13697	151	15	and	and	CCONJ
cet-13697	151	16	model	model	NOUN
cet-13697	151	17	discrimination	discrimination	NOUN
cet-13697	151	18	for	for	ADP
cet-13697	151	19	a	a	DET
cet-13697	151	20	lithiumion	lithiumion	NOUN
cet-13697	151	21	cell	cell	NOUN
cet-13697	151	22	.	.	PUNCT
cet-13697	152	1	journal	journal	NOUN
cet-13697	152	2	of	of	ADP
cet-13697	152	3	the	the	DET
cet-13697	152	4	electrochemical	electrochemical	ADJ
cet-13697	152	5	society	society	NOUN
cet-13697	152	6	,	,	PUNCT
cet-13697	152	7	154(3	154(3	NUM
cet-13697	152	8	)	)	PUNCT
cet-13697	152	9	,	,	PUNCT
cet-13697	152	10	a198	a198	PROPN
cet-13697	152	11	–	–	PUNCT
cet-13697	152	12	a206	a206	PROPN
cet-13697	152	13	.	.	PUNCT
cet-13697	153	1	888	888	NUM