id	sid	tid	token	lemma	pos
cet-13780	1	1	cet	cet	PROPN
cet-13780	1	2	-	-	ADJ
cet-13780	1	3	vol	vol	NOUN
cet-13780	1	4	105	105	NUM
cet-13780	1	5	doi	doi	NOUN
cet-13780	1	6	:	:	PUNCT
cet-13780	1	7	10.3303	10.3303	NUM
cet-13780	1	8	/	/	SYM
cet-13780	1	9	cet23105042	cet23105042	PROPN
cet-13780	1	10	paper	paper	NOUN
cet-13780	1	11	received	receive	VERB
cet-13780	1	12	:	:	PUNCT
cet-13780	1	13	11	11	NUM
cet-13780	1	14	february	february	NOUN
cet-13780	1	15	2023	2023	NUM
cet-13780	1	16	;	;	PUNCT
cet-13780	1	17	revised	revise	VERB
cet-13780	1	18	:	:	PUNCT
cet-13780	1	19	27	27	NUM
cet-13780	1	20	may	may	PROPN
cet-13780	1	21	2023	2023	NUM
cet-13780	1	22	;	;	PUNCT
cet-13780	1	23	accepted	accept	VERB
cet-13780	1	24	:	:	PUNCT
cet-13780	1	25	21	21	NUM
cet-13780	1	26	april	april	PROPN
cet-13780	1	27	2023	2023	NUM
cet-13780	1	28	please	please	INTJ
cet-13780	1	29	cite	cite	VERB
cet-13780	1	30	this	this	DET
cet-13780	1	31	article	article	NOUN
cet-13780	1	32	as	as	ADP
cet-13780	1	33	:	:	PUNCT
cet-13780	1	34	moliner	moliner	PROPN
cet-13780	1	35	c.	c.	PROPN
cet-13780	1	36	,	,	PUNCT
cet-13780	1	37	montaldo	montaldo	PROPN
cet-13780	1	38	s.	s.	PROPN
cet-13780	1	39	,	,	PUNCT
cet-13780	1	40	matsumoto	matsumoto	PROPN
cet-13780	1	41	h.	h.	PROPN
cet-13780	1	42	,	,	PUNCT
cet-13780	1	43	arato	arato	PROPN
cet-13780	1	44	e.	e.	PROPN
cet-13780	1	45	,	,	PUNCT
cet-13780	1	46	2023	2023	NUM
cet-13780	1	47	,	,	PUNCT
cet-13780	1	48	on	on	ADP
cet-13780	1	49	the	the	DET
cet-13780	1	50	gasification	gasification	NOUN
cet-13780	1	51	of	of	ADP
cet-13780	1	52	torrefied	torrefied	ADJ
cet-13780	1	53	japanese	japanese	ADJ
cet-13780	1	54	cedar	cedar	NOUN
cet-13780	1	55	to	to	PART
cet-13780	1	56	maximise	maximise	VERB
cet-13780	1	57	the	the	DET
cet-13780	1	58	production	production	NOUN
cet-13780	1	59	of	of	ADP
cet-13780	1	60	hydrogen	hydrogen	NOUN
cet-13780	1	61	,	,	PUNCT
cet-13780	1	62	chemical	chemical	ADJ
cet-13780	1	63	engineering	engineering	NOUN
cet-13780	1	64	transactions	transaction	NOUN
cet-13780	1	65	,	,	PUNCT
cet-13780	1	66	105	105	NUM
cet-13780	1	67	,	,	PUNCT
cet-13780	1	68	247	247	NUM
cet-13780	1	69	-	-	SYM
cet-13780	1	70	252	252	NUM
cet-13780	1	71	doi:10.3303	doi:10.3303	NOUN
cet-13780	1	72	/	/	SYM
cet-13780	1	73	cet23105042	cet23105042	PROPN
cet-13780	1	74	chemical	chemical	PROPN
cet-13780	1	75	engineering	engineering	PROPN
cet-13780	1	76	transactions	transaction	NOUN
cet-13780	1	77	vol	vol	NOUN
cet-13780	1	78	.	.	PROPN
cet-13780	1	79	105	105	NUM
cet-13780	1	80	,	,	PUNCT
cet-13780	1	81	2023	2023	NUM
cet-13780	1	82	a	a	DET
cet-13780	1	83	publication	publication	NOUN
cet-13780	1	84	of	of	ADP
cet-13780	1	85	the	the	DET
cet-13780	1	86	italian	italian	ADJ
cet-13780	1	87	association	association	NOUN
cet-13780	1	88	of	of	ADP
cet-13780	1	89	chemical	chemical	PROPN
cet-13780	1	90	engineering	engineering	NOUN
cet-13780	1	91	online	online	ADV
cet-13780	1	92	at	at	ADP
cet-13780	1	93	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13780	1	94	guest	guest	NOUN
cet-13780	1	95	editors	editor	NOUN
cet-13780	1	96	:	:	PUNCT
cet-13780	1	97	david	david	PROPN
cet-13780	1	98	bogle	bogle	PROPN
cet-13780	1	99	,	,	PUNCT
cet-13780	1	100	flavio	flavio	PROPN
cet-13780	1	101	manenti	manenti	PROPN
cet-13780	1	102	,	,	PUNCT
cet-13780	1	103	piero	piero	PROPN
cet-13780	1	104	salatino	salatino	PROPN
cet-13780	1	105	copyright	copyright	NOUN
cet-13780	1	106	©	©	PROPN
cet-13780	1	107	2023	2023	NUM
cet-13780	1	108	,	,	PUNCT
cet-13780	1	109	aidic	aidic	ADJ
cet-13780	1	110	servizi	servizi	PROPN
cet-13780	1	111	s.r.l	s.r.l	NOUN
cet-13780	1	112	.	.	PUNCT
cet-13780	2	1	isbn	isbn	PROPN
cet-13780	2	2	979	979	NUM
cet-13780	2	3	-	-	SYM
cet-13780	2	4	12	12	NUM
cet-13780	2	5	-	-	PUNCT
cet-13780	2	6	81206	81206	NUM
cet-13780	2	7	-	-	PUNCT
cet-13780	2	8	04	04	NUM
cet-13780	2	9	-	-	PUNCT
cet-13780	2	10	5	5	NUM
cet-13780	2	11	;	;	PUNCT
cet-13780	2	12	issn	issn	PROPN
cet-13780	2	13	2283	2283	NUM
cet-13780	2	14	-	-	SYM
cet-13780	2	15	9216	9216	NUM
cet-13780	2	16	on	on	ADP
cet-13780	2	17	the	the	DET
cet-13780	2	18	gasification	gasification	NOUN
cet-13780	2	19	of	of	ADP
cet-13780	2	20	torrefied	torrefied	ADJ
cet-13780	2	21	japanese	japanese	ADJ
cet-13780	2	22	cedar	cedar	NOUN
cet-13780	2	23	to	to	PART
cet-13780	2	24	maximise	maximise	VERB
cet-13780	2	25	the	the	DET
cet-13780	2	26	production	production	NOUN
cet-13780	2	27	of	of	ADP
cet-13780	2	28	hydrogen	hydrogen	PROPN
cet-13780	2	29	cristina	cristina	PROPN
cet-13780	2	30	molinera	molinera	PROPN
cet-13780	2	31	,	,	PUNCT
cet-13780	2	32	*	*	PROPN
cet-13780	2	33	,	,	PUNCT
cet-13780	2	34	sara	sara	PROPN
cet-13780	2	35	montaldoa	montaldoa	PROPN
cet-13780	2	36	,	,	PUNCT
cet-13780	2	37	b	b	NOUN
cet-13780	2	38	,	,	PUNCT
cet-13780	2	39	hideyuki	hideyuki	NOUN
cet-13780	2	40	matsumotob	matsumotob	NOUN
cet-13780	2	41	,	,	PUNCT
cet-13780	2	42	elisabetta	elisabetta	PROPN
cet-13780	2	43	aratoa	aratoa	VERB
cet-13780	2	44	a	a	DET
cet-13780	2	45	dipartimento	dipartimento	NOUN
cet-13780	2	46	di	di	X
cet-13780	2	47	ingegneria	ingegneria	PROPN
cet-13780	2	48	civile	civile	NOUN
cet-13780	2	49	,	,	PUNCT
cet-13780	2	50	chimica	chimica	PROPN
cet-13780	2	51	e	e	PROPN
cet-13780	2	52	ambientale	ambientale	PROPN
cet-13780	2	53	(	(	PUNCT
cet-13780	2	54	dicca	dicca	NOUN
cet-13780	2	55	)	)	PUNCT
cet-13780	2	56	,	,	PUNCT
cet-13780	2	57	università	università	PROPN
cet-13780	2	58	degli	degli	PROPN
cet-13780	2	59	studi	studi	PROPN
cet-13780	2	60	di	di	PROPN
cet-13780	2	61	genova	genova	PROPN
cet-13780	2	62	,	,	PUNCT
cet-13780	2	63	genova	genova	PROPN
cet-13780	2	64	(	(	PUNCT
cet-13780	2	65	italy	italy	PROPN
cet-13780	2	66	)	)	PUNCT
cet-13780	2	67	b	b	PROPN
cet-13780	2	68	department	department	NOUN
cet-13780	2	69	of	of	ADP
cet-13780	2	70	chemical	chemical	PROPN
cet-13780	2	71	science	science	NOUN
cet-13780	2	72	and	and	CCONJ
cet-13780	2	73	engineering	engineering	NOUN
cet-13780	2	74	,	,	PUNCT
cet-13780	2	75	tokyo	tokyo	PROPN
cet-13780	2	76	institute	institute	NOUN
cet-13780	2	77	of	of	ADP
cet-13780	2	78	technology	technology	PROPN
cet-13780	2	79	.	.	PUNCT
cet-13780	3	1	tokyo	tokyo	PROPN
cet-13780	3	2	(	(	PUNCT
cet-13780	3	3	japan	japan	PROPN
cet-13780	3	4	)	)	PUNCT
cet-13780	3	5	cristina.moliner@unige.it	cristina.moliner@unige.it	NOUN
cet-13780	3	6	hydrogen	hydrogen	PROPN
cet-13780	3	7	,	,	PUNCT
cet-13780	3	8	h2	h2	PROPN
cet-13780	3	9	,	,	PUNCT
cet-13780	3	10	is	be	AUX
cet-13780	3	11	likely	likely	ADJ
cet-13780	3	12	to	to	PART
cet-13780	3	13	become	become	VERB
cet-13780	3	14	the	the	DET
cet-13780	3	15	key	key	ADJ
cet-13780	3	16	renewable	renewable	ADJ
cet-13780	3	17	energy	energy	NOUN
cet-13780	3	18	carrier	carrier	NOUN
cet-13780	3	19	for	for	ADP
cet-13780	3	20	the	the	DET
cet-13780	3	21	future	future	NOUN
cet-13780	3	22	.	.	PUNCT
cet-13780	4	1	thermochemical	thermochemical	ADJ
cet-13780	4	2	conversion	conversion	NOUN
cet-13780	4	3	of	of	ADP
cet-13780	4	4	biomass	biomass	NOUN
cet-13780	4	5	can	can	AUX
cet-13780	4	6	be	be	AUX
cet-13780	4	7	applied	apply	VERB
cet-13780	4	8	to	to	PART
cet-13780	4	9	produce	produce	VERB
cet-13780	4	10	h2	h2	NOUN
cet-13780	4	11	involving	involve	VERB
cet-13780	4	12	a	a	DET
cet-13780	4	13	variety	variety	NOUN
cet-13780	4	14	of	of	ADP
cet-13780	4	15	conversion	conversion	NOUN
cet-13780	4	16	technologies	technology	NOUN
cet-13780	4	17	,	,	PUNCT
cet-13780	4	18	including	include	VERB
cet-13780	4	19	gasification	gasification	NOUN
cet-13780	4	20	,	,	PUNCT
cet-13780	4	21	that	that	PRON
cet-13780	4	22	produce	produce	VERB
cet-13780	4	23	a	a	DET
cet-13780	4	24	mix	mix	NOUN
cet-13780	4	25	of	of	ADP
cet-13780	4	26	synthesis	synthesis	NOUN
cet-13780	4	27	gas	gas	NOUN
cet-13780	4	28	,	,	PUNCT
cet-13780	4	29	h2	h2	PROPN
cet-13780	4	30	and	and	CCONJ
cet-13780	4	31	co.	co.	PROPN
cet-13780	4	32	it	it	PRON
cet-13780	4	33	is	be	AUX
cet-13780	4	34	of	of	ADP
cet-13780	4	35	paramount	paramount	ADJ
cet-13780	4	36	importance	importance	NOUN
cet-13780	4	37	thus	thus	ADV
cet-13780	4	38	having	have	VERB
cet-13780	4	39	a	a	DET
cet-13780	4	40	consolidated	consolidated	ADJ
cet-13780	4	41	,	,	PUNCT
cet-13780	4	42	efficient	efficient	ADJ
cet-13780	4	43	,	,	PUNCT
cet-13780	4	44	versatile	versatile	ADJ
cet-13780	4	45	and	and	CCONJ
cet-13780	4	46	clean	clean	ADJ
cet-13780	4	47	technology	technology	NOUN
cet-13780	4	48	to	to	PART
cet-13780	4	49	produce	produce	VERB
cet-13780	4	50	h2	h2	NOUN
cet-13780	4	51	in	in	ADP
cet-13780	4	52	a	a	DET
cet-13780	4	53	sustainable	sustainable	ADJ
cet-13780	4	54	and	and	CCONJ
cet-13780	4	55	continuous	continuous	ADJ
cet-13780	4	56	manner	manner	NOUN
cet-13780	4	57	contributing	contribute	VERB
cet-13780	4	58	to	to	ADP
cet-13780	4	59	current	current	ADJ
cet-13780	4	60	energy	energy	NOUN
cet-13780	4	61	policies	policy	NOUN
cet-13780	4	62	.	.	PUNCT
cet-13780	5	1	for	for	ADP
cet-13780	5	2	this	this	DET
cet-13780	5	3	work	work	NOUN
cet-13780	5	4	,	,	PUNCT
cet-13780	5	5	a	a	DET
cet-13780	5	6	bench	bench	NOUN
cet-13780	5	7	-	-	PUNCT
cet-13780	5	8	scale	scale	NOUN
cet-13780	5	9	batch	batch	NOUN
cet-13780	5	10	gasifier	gasifier	NOUN
cet-13780	5	11	located	locate	VERB
cet-13780	5	12	at	at	ADP
cet-13780	5	13	the	the	DET
cet-13780	5	14	tokyo	tokyo	PROPN
cet-13780	5	15	institute	institute	NOUN
cet-13780	5	16	of	of	ADP
cet-13780	5	17	technology	technology	PROPN
cet-13780	5	18	,	,	PUNCT
cet-13780	5	19	tokyo	tokyo	PROPN
cet-13780	5	20	tech	tech	NOUN
cet-13780	5	21	,	,	PUNCT
cet-13780	5	22	was	be	AUX
cet-13780	5	23	used	use	VERB
cet-13780	5	24	for	for	ADP
cet-13780	5	25	the	the	DET
cet-13780	5	26	production	production	NOUN
cet-13780	5	27	of	of	ADP
cet-13780	5	28	syngas	syngas	NOUN
cet-13780	5	29	from	from	ADP
cet-13780	5	30	the	the	DET
cet-13780	5	31	torrefied	torrefied	ADJ
cet-13780	5	32	woody	woody	NOUN
cet-13780	5	33	biomass	biomass	NOUN
cet-13780	5	34	.	.	PUNCT
cet-13780	6	1	these	these	DET
cet-13780	6	2	data	datum	NOUN
cet-13780	6	3	were	be	AUX
cet-13780	6	4	inputs	input	NOUN
cet-13780	6	5	for	for	ADP
cet-13780	6	6	the	the	DET
cet-13780	6	7	development	development	NOUN
cet-13780	6	8	of	of	ADP
cet-13780	6	9	an	an	DET
cet-13780	6	10	hybrid	hybrid	ADJ
cet-13780	6	11	model	model	NOUN
cet-13780	6	12	for	for	ADP
cet-13780	6	13	the	the	DET
cet-13780	6	14	prediction	prediction	NOUN
cet-13780	6	15	of	of	ADP
cet-13780	6	16	the	the	DET
cet-13780	6	17	composition	composition	NOUN
cet-13780	6	18	of	of	ADP
cet-13780	6	19	the	the	DET
cet-13780	6	20	producer	producer	NOUN
cet-13780	6	21	gas	gas	NOUN
cet-13780	6	22	.	.	PUNCT
cet-13780	7	1	the	the	DET
cet-13780	7	2	time	time	NOUN
cet-13780	7	3	-	-	PUNCT
cet-13780	7	4	depending	depend	VERB
cet-13780	7	5	data	datum	NOUN
cet-13780	7	6	obtained	obtain	VERB
cet-13780	7	7	in	in	ADP
cet-13780	7	8	the	the	DET
cet-13780	7	9	semi	semi	ADJ
cet-13780	7	10	-	-	ADJ
cet-13780	7	11	batch	batch	ADJ
cet-13780	7	12	gasifier	gasifier	NOUN
cet-13780	7	13	process	process	NOUN
cet-13780	7	14	was	be	AUX
cet-13780	7	15	composed	compose	VERB
cet-13780	7	16	of	of	ADP
cet-13780	7	17	three	three	NUM
cet-13780	7	18	regions	region	NOUN
cet-13780	7	19	(	(	PUNCT
cet-13780	7	20	pyrolysis	pyrolysis	NOUN
cet-13780	7	21	,	,	PUNCT
cet-13780	7	22	oxidation	oxidation	NOUN
cet-13780	7	23	and	and	CCONJ
cet-13780	7	24	reduction	reduction	NOUN
cet-13780	7	25	zones	zone	NOUN
cet-13780	7	26	)	)	PUNCT
cet-13780	7	27	in	in	ADP
cet-13780	7	28	which	which	PRON
cet-13780	7	29	recurrent	recurrent	ADJ
cet-13780	7	30	neural	neural	ADJ
cet-13780	7	31	networks	network	NOUN
cet-13780	7	32	were	be	AUX
cet-13780	7	33	combined	combine	VERB
cet-13780	7	34	with	with	ADP
cet-13780	7	35	physical	physical	NOUN
cet-13780	7	36	-	-	PUNCT
cet-13780	7	37	based	base	VERB
cet-13780	7	38	models	model	NOUN
cet-13780	7	39	,	,	PUNCT
cet-13780	7	40	whose	whose	DET
cet-13780	7	41	parameters	parameter	NOUN
cet-13780	7	42	were	be	AUX
cet-13780	7	43	conveniently	conveniently	ADV
cet-13780	7	44	tuned	tune	VERB
cet-13780	7	45	to	to	PART
cet-13780	7	46	fit	fit	VERB
cet-13780	7	47	the	the	DET
cet-13780	7	48	experimental	experimental	ADJ
cet-13780	7	49	data	datum	NOUN
cet-13780	7	50	.	.	PUNCT
cet-13780	8	1	1	1	X
cet-13780	8	2	.	.	X
cet-13780	8	3	introduction	introduction	NOUN
cet-13780	8	4	modelling	modelling	NOUN
cet-13780	8	5	activities	activity	NOUN
cet-13780	8	6	can	can	AUX
cet-13780	8	7	help	help	VERB
cet-13780	8	8	in	in	ADP
cet-13780	8	9	optimising	optimise	VERB
cet-13780	8	10	thermo	thermo	NOUN
cet-13780	8	11	-	-	PUNCT
cet-13780	8	12	chemical	chemical	NOUN
cet-13780	8	13	reactions	reaction	NOUN
cet-13780	8	14	to	to	PART
cet-13780	8	15	achieve	achieve	VERB
cet-13780	8	16	a	a	DET
cet-13780	8	17	specific	specific	ADJ
cet-13780	8	18	producer	producer	NOUN
cet-13780	8	19	gas	gas	NOUN
cet-13780	8	20	composition	composition	NOUN
cet-13780	8	21	maximising	maximise	VERB
cet-13780	8	22	hydrogen	hydrogen	NOUN
cet-13780	8	23	yield	yield	NOUN
cet-13780	8	24	.	.	PUNCT
cet-13780	9	1	the	the	DET
cet-13780	9	2	most	most	ADV
cet-13780	9	3	influencing	influence	VERB
cet-13780	9	4	parameters	parameter	NOUN
cet-13780	9	5	elements	element	NOUN
cet-13780	9	6	can	can	AUX
cet-13780	9	7	be	be	AUX
cet-13780	9	8	related	relate	VERB
cet-13780	9	9	to	to	ADP
cet-13780	9	10	the	the	DET
cet-13780	9	11	feedstock	feedstock	NOUN
cet-13780	9	12	characteristics	characteristic	NOUN
cet-13780	9	13	(	(	PUNCT
cet-13780	9	14	content	content	NOUN
cet-13780	9	15	of	of	ADP
cet-13780	9	16	moisture	moisture	NOUN
cet-13780	9	17	and	and	CCONJ
cet-13780	9	18	ash	ash	NOUN
cet-13780	9	19	,	,	PUNCT
cet-13780	9	20	particle	particle	NOUN
cet-13780	9	21	size	size	NOUN
cet-13780	9	22	,	,	PUNCT
cet-13780	9	23	biomass	biomass	NOUN
cet-13780	9	24	density	density	NOUN
cet-13780	9	25	)	)	PUNCT
cet-13780	9	26	,	,	PUNCT
cet-13780	9	27	to	to	ADP
cet-13780	9	28	the	the	DET
cet-13780	9	29	type	type	NOUN
cet-13780	9	30	of	of	ADP
cet-13780	9	31	reactor	reactor	NOUN
cet-13780	9	32	and	and	CCONJ
cet-13780	9	33	to	to	ADP
cet-13780	9	34	the	the	DET
cet-13780	9	35	applied	apply	VERB
cet-13780	9	36	operational	operational	ADJ
cet-13780	9	37	conditions	condition	NOUN
cet-13780	9	38	(	(	PUNCT
cet-13780	9	39	suzuki	suzuki	X
cet-13780	9	40	et	et	PROPN
cet-13780	9	41	al	al	PROPN
cet-13780	9	42	.	.	PROPN
cet-13780	9	43	2020	2020	NUM
cet-13780	9	44	)	)	PUNCT
cet-13780	9	45	.	.	PUNCT
cet-13780	10	1	experiments	experiment	NOUN
cet-13780	10	2	at	at	ADP
cet-13780	10	3	lab	lab	NOUN
cet-13780	10	4	scale	scale	NOUN
cet-13780	10	5	are	be	AUX
cet-13780	10	6	the	the	DET
cet-13780	10	7	starting	starting	NOUN
cet-13780	10	8	point	point	NOUN
cet-13780	10	9	for	for	ADP
cet-13780	10	10	the	the	DET
cet-13780	10	11	design	design	NOUN
cet-13780	10	12	and	and	CCONJ
cet-13780	10	13	optimisation	optimisation	NOUN
cet-13780	10	14	of	of	ADP
cet-13780	10	15	a	a	DET
cet-13780	10	16	technology	technology	NOUN
cet-13780	10	17	,	,	PUNCT
cet-13780	10	18	even	even	ADV
cet-13780	10	19	though	though	SCONJ
cet-13780	10	20	expensive	expensive	ADJ
cet-13780	10	21	and	and	CCONJ
cet-13780	10	22	time	time	NOUN
cet-13780	10	23	-	-	PUNCT
cet-13780	10	24	consuming	consume	VERB
cet-13780	10	25	.	.	PUNCT
cet-13780	11	1	modelling	model	VERB
cet-13780	11	2	tasks	task	NOUN
cet-13780	11	3	permit	permit	VERB
cet-13780	11	4	to	to	PART
cet-13780	11	5	evaluate	evaluate	VERB
cet-13780	11	6	the	the	DET
cet-13780	11	7	influence	influence	NOUN
cet-13780	11	8	of	of	ADP
cet-13780	11	9	the	the	DET
cet-13780	11	10	variation	variation	NOUN
cet-13780	11	11	of	of	ADP
cet-13780	11	12	the	the	DET
cet-13780	11	13	involved	involved	ADJ
cet-13780	11	14	parameters	parameter	NOUN
cet-13780	11	15	on	on	ADP
cet-13780	11	16	the	the	DET
cet-13780	11	17	producer	producer	NOUN
cet-13780	11	18	gas	gas	NOUN
cet-13780	11	19	in	in	ADP
cet-13780	11	20	a	a	DET
cet-13780	11	21	more	more	ADV
cet-13780	11	22	immediate	immediate	ADJ
cet-13780	11	23	and	and	CCONJ
cet-13780	11	24	less	less	ADV
cet-13780	11	25	expensive	expensive	ADJ
cet-13780	11	26	way	way	NOUN
cet-13780	11	27	.	.	PUNCT
cet-13780	12	1	specifically	specifically	ADV
cet-13780	12	2	,	,	PUNCT
cet-13780	12	3	models	model	NOUN
cet-13780	12	4	for	for	ADP
cet-13780	12	5	the	the	DET
cet-13780	12	6	simulation	simulation	NOUN
cet-13780	12	7	of	of	ADP
cet-13780	12	8	the	the	DET
cet-13780	12	9	gasification	gasification	NOUN
cet-13780	12	10	of	of	ADP
cet-13780	12	11	biomass	biomass	NOUN
cet-13780	12	12	can	can	AUX
cet-13780	12	13	be	be	AUX
cet-13780	12	14	categorized	categorize	VERB
cet-13780	12	15	into	into	ADP
cet-13780	12	16	thermodynamic	thermodynamic	ADJ
cet-13780	12	17	equilibrium	equilibrium	NOUN
cet-13780	12	18	models	model	NOUN
cet-13780	12	19	and	and	CCONJ
cet-13780	12	20	kinetic	kinetic	ADJ
cet-13780	12	21	models	model	NOUN
cet-13780	12	22	.	.	PUNCT
cet-13780	13	1	the	the	DET
cet-13780	13	2	former	former	ADJ
cet-13780	13	3	assume	assume	VERB
cet-13780	13	4	that	that	SCONJ
cet-13780	13	5	all	all	DET
cet-13780	13	6	the	the	DET
cet-13780	13	7	reactants	reactant	NOUN
cet-13780	13	8	are	be	AUX
cet-13780	13	9	in	in	ADP
cet-13780	13	10	fully	fully	ADV
cet-13780	13	11	mixed	mix	VERB
cet-13780	13	12	conditions	condition	NOUN
cet-13780	13	13	for	for	ADP
cet-13780	13	14	an	an	DET
cet-13780	13	15	infinite	infinite	ADJ
cet-13780	13	16	period	period	NOUN
cet-13780	13	17	(	(	PUNCT
cet-13780	13	18	baruah	baruah	NOUN
cet-13780	13	19	d	d	PROPN
cet-13780	13	20	,	,	PUNCT
cet-13780	13	21	2014	2014	NUM
cet-13780	13	22	)	)	PUNCT
cet-13780	13	23	.	.	PUNCT
cet-13780	14	1	this	this	DET
cet-13780	14	2	highly	highly	ADV
cet-13780	14	3	simplified	simplified	ADJ
cet-13780	14	4	approach	approach	NOUN
cet-13780	14	5	does	do	AUX
cet-13780	14	6	not	not	PART
cet-13780	14	7	consider	consider	VERB
cet-13780	14	8	the	the	DET
cet-13780	14	9	gasifier	gasifier	NOUN
cet-13780	14	10	design	design	NOUN
cet-13780	14	11	nor	nor	CCONJ
cet-13780	14	12	the	the	DET
cet-13780	14	13	kinetic	kinetic	ADJ
cet-13780	14	14	limitations	limitation	NOUN
cet-13780	14	15	of	of	ADP
cet-13780	14	16	the	the	DET
cet-13780	14	17	process	process	NOUN
cet-13780	14	18	and	and	CCONJ
cet-13780	14	19	remarkable	remarkable	ADJ
cet-13780	14	20	deviations	deviation	NOUN
cet-13780	14	21	from	from	ADP
cet-13780	14	22	the	the	DET
cet-13780	14	23	experimental	experimental	ADJ
cet-13780	14	24	data	datum	NOUN
cet-13780	14	25	have	have	AUX
cet-13780	14	26	been	be	AUX
cet-13780	14	27	obtained	obtain	VERB
cet-13780	14	28	,	,	PUNCT
cet-13780	14	29	especially	especially	ADV
cet-13780	14	30	in	in	ADP
cet-13780	14	31	those	those	DET
cet-13780	14	32	cases	case	NOUN
cet-13780	14	33	when	when	SCONJ
cet-13780	14	34	the	the	DET
cet-13780	14	35	internal	internal	ADJ
cet-13780	14	36	temperature	temperature	NOUN
cet-13780	14	37	is	be	AUX
cet-13780	14	38	low	low	ADJ
cet-13780	14	39	and	and	CCONJ
cet-13780	14	40	the	the	DET
cet-13780	14	41	equilibrium	equilibrium	NOUN
cet-13780	14	42	can	can	AUX
cet-13780	14	43	not	not	PART
cet-13780	14	44	be	be	AUX
cet-13780	14	45	achieved	achieve	VERB
cet-13780	14	46	(	(	PUNCT
cet-13780	14	47	bridgwater	bridgwater	NOUN
cet-13780	14	48	,	,	PUNCT
cet-13780	14	49	1995	1995	NUM
cet-13780	14	50	)	)	PUNCT
cet-13780	14	51	.	.	PUNCT
cet-13780	15	1	despite	despite	SCONJ
cet-13780	15	2	these	these	DET
cet-13780	15	3	limits	limit	NOUN
cet-13780	15	4	,	,	PUNCT
cet-13780	15	5	the	the	DET
cet-13780	15	6	equilibrium	equilibrium	NOUN
cet-13780	15	7	models	model	NOUN
cet-13780	15	8	remain	remain	VERB
cet-13780	15	9	a	a	DET
cet-13780	15	10	widely	widely	ADV
cet-13780	15	11	used	use	VERB
cet-13780	15	12	approach	approach	NOUN
cet-13780	15	13	due	due	ADP
cet-13780	15	14	to	to	ADP
cet-13780	15	15	its	its	PRON
cet-13780	15	16	simplicity	simplicity	NOUN
cet-13780	15	17	.	.	PUNCT
cet-13780	16	1	these	these	DET
cet-13780	16	2	models	model	NOUN
cet-13780	16	3	can	can	AUX
cet-13780	16	4	be	be	AUX
cet-13780	16	5	subdivided	subdivide	VERB
cet-13780	16	6	into	into	ADP
cet-13780	16	7	stoichiometric	stoichiometric	NOUN
cet-13780	16	8	and	and	CCONJ
cet-13780	16	9	non	non	ADJ
cet-13780	16	10	-	-	ADJ
cet-13780	16	11	stoichiometric	stoichiometric	ADJ
cet-13780	16	12	equilibrium	equilibrium	NOUN
cet-13780	16	13	models	model	NOUN
cet-13780	16	14	.	.	PUNCT
cet-13780	17	1	the	the	DET
cet-13780	17	2	former	former	ADJ
cet-13780	17	3	approach	approach	NOUN
cet-13780	17	4	consists	consist	VERB
cet-13780	17	5	in	in	ADP
cet-13780	17	6	defining	define	VERB
cet-13780	17	7	a	a	DET
cet-13780	17	8	set	set	NOUN
cet-13780	17	9	of	of	ADP
cet-13780	17	10	reactions	reaction	NOUN
cet-13780	17	11	,	,	PUNCT
cet-13780	17	12	calculating	calculate	VERB
cet-13780	17	13	the	the	DET
cet-13780	17	14	equilibrium	equilibrium	NOUN
cet-13780	17	15	constants	constant	NOUN
cet-13780	17	16	at	at	ADP
cet-13780	17	17	a	a	DET
cet-13780	17	18	defined	define	VERB
cet-13780	17	19	temperature	temperature	NOUN
cet-13780	17	20	,	,	PUNCT
cet-13780	17	21	and	and	CCONJ
cet-13780	17	22	computing	compute	VERB
cet-13780	17	23	the	the	DET
cet-13780	17	24	equilibrium	equilibrium	NOUN
cet-13780	17	25	(	(	PUNCT
cet-13780	17	26	li	li	PROPN
cet-13780	17	27	et	et	PROPN
cet-13780	17	28	al	al	PROPN
cet-13780	17	29	.	.	PROPN
cet-13780	17	30	2001	2001	NUM
cet-13780	17	31	)	)	PUNCT
cet-13780	17	32	.	.	PUNCT
cet-13780	18	1	the	the	DET
cet-13780	18	2	latter	latter	ADJ
cet-13780	18	3	calculates	calculate	VERB
cet-13780	18	4	the	the	DET
cet-13780	18	5	equilibrium	equilibrium	NOUN
cet-13780	18	6	of	of	ADP
cet-13780	18	7	a	a	DET
cet-13780	18	8	set	set	NOUN
cet-13780	18	9	of	of	ADP
cet-13780	18	10	reactions	reaction	NOUN
cet-13780	18	11	by	by	ADP
cet-13780	18	12	minimizing	minimize	VERB
cet-13780	18	13	the	the	DET
cet-13780	18	14	gibbs	gibbs	PROPN
cet-13780	18	15	free	free	ADJ
cet-13780	18	16	energy	energy	NOUN
cet-13780	18	17	(	(	PUNCT
cet-13780	18	18	safarian	safarian	NOUN
cet-13780	18	19	s	s	PROPN
cet-13780	18	20	,	,	PUNCT
cet-13780	18	21	2019	2019	NUM
cet-13780	18	22	)	)	PUNCT
cet-13780	18	23	.	.	PUNCT
cet-13780	19	1	kinetic	kinetic	ADJ
cet-13780	19	2	models	model	NOUN
cet-13780	19	3	evaluate	evaluate	VERB
cet-13780	19	4	the	the	DET
cet-13780	19	5	system	system	NOUN
cet-13780	19	6	in	in	ADP
cet-13780	19	7	nonequilibrium	nonequilibrium	NOUN
cet-13780	19	8	conditions	condition	NOUN
cet-13780	19	9	,	,	PUNCT
cet-13780	19	10	and	and	CCONJ
cet-13780	19	11	they	they	PRON
cet-13780	19	12	can	can	AUX
cet-13780	19	13	determine	determine	VERB
cet-13780	19	14	the	the	DET
cet-13780	19	15	variation	variation	NOUN
cet-13780	19	16	of	of	ADP
cet-13780	19	17	the	the	DET
cet-13780	19	18	gas	gas	NOUN
cet-13780	19	19	composition	composition	NOUN
cet-13780	19	20	and	and	CCONJ
cet-13780	19	21	gasifier	gasifier	NOUN
cet-13780	19	22	temperature	temperature	NOUN
cet-13780	19	23	along	along	ADP
cet-13780	19	24	the	the	DET
cet-13780	19	25	reactor	reactor	NOUN
cet-13780	19	26	’s	’s	PART
cet-13780	19	27	height	height	NOUN
cet-13780	19	28	and	and	CCONJ
cet-13780	19	29	over	over	ADP
cet-13780	19	30	time	time	NOUN
cet-13780	19	31	.	.	PUNCT
cet-13780	20	1	these	these	DET
cet-13780	20	2	models	model	NOUN
cet-13780	20	3	include	include	VERB
cet-13780	20	4	both	both	CCONJ
cet-13780	20	5	kinetic	kinetic	ADJ
cet-13780	20	6	and	and	CCONJ
cet-13780	20	7	fluid	fluid	ADJ
cet-13780	20	8	dynamics	dynamic	NOUN
cet-13780	20	9	studies	study	NOUN
cet-13780	20	10	and	and	CCONJ
cet-13780	20	11	knowing	know	VERB
cet-13780	20	12	parameters	parameter	NOUN
cet-13780	20	13	as	as	SCONJ
cet-13780	20	14	the	the	DET
cet-13780	20	15	particle	particle	NOUN
cet-13780	20	16	size	size	NOUN
cet-13780	20	17	distribution	distribution	NOUN
cet-13780	20	18	of	of	ADP
cet-13780	20	19	the	the	DET
cet-13780	20	20	reactants	reactant	NOUN
cet-13780	20	21	become	become	VERB
cet-13780	20	22	essential	essential	ADJ
cet-13780	20	23	.	.	PUNCT
cet-13780	21	1	this	this	DET
cet-13780	21	2	approach	approach	NOUN
cet-13780	21	3	needs	need	VERB
cet-13780	21	4	an	an	DET
cet-13780	21	5	extensive	extensive	ADJ
cet-13780	21	6	effort	effort	NOUN
cet-13780	21	7	in	in	ADP
cet-13780	21	8	terms	term	NOUN
cet-13780	21	9	of	of	ADP
cet-13780	21	10	formulation	formulation	NOUN
cet-13780	21	11	of	of	ADP
cet-13780	21	12	the	the	DET
cet-13780	21	13	kinetic	kinetic	ADJ
cet-13780	21	14	and	and	CCONJ
cet-13780	21	15	transport	transport	NOUN
cet-13780	21	16	equations	equation	NOUN
cet-13780	21	17	and	and	CCONJ
cet-13780	21	18	computer	computer	NOUN
cet-13780	21	19	time	time	NOUN
cet-13780	21	20	(	(	PUNCT
cet-13780	21	21	safarian	safarian	NOUN
cet-13780	21	22	s	s	PROPN
cet-13780	21	23	,	,	PUNCT
cet-13780	21	24	2019	2019	NUM
cet-13780	21	25	)	)	PUNCT
cet-13780	21	26	.	.	PUNCT
cet-13780	22	1	as	as	ADP
cet-13780	22	2	a	a	DET
cet-13780	22	3	result	result	NOUN
cet-13780	22	4	,	,	PUNCT
cet-13780	22	5	they	they	PRON
cet-13780	22	6	provide	provide	VERB
cet-13780	22	7	more	more	ADV
cet-13780	22	8	accurate	accurate	ADJ
cet-13780	22	9	results	result	NOUN
cet-13780	22	10	with	with	ADP
cet-13780	22	11	respect	respect	NOUN
cet-13780	22	12	with	with	ADP
cet-13780	22	13	equilibrium	equilibrium	NOUN
cet-13780	22	14	models	model	NOUN
cet-13780	22	15	(	(	PUNCT
cet-13780	22	16	bove	bove	PROPN
cet-13780	22	17	et	et	PROPN
cet-13780	22	18	al	al	PROPN
cet-13780	22	19	.	.	PROPN
cet-13780	22	20	2016	2016	NUM
cet-13780	22	21	,	,	PUNCT
cet-13780	22	22	marchelli	marchelli	PROPN
cet-13780	22	23	et	et	PROPN
cet-13780	22	24	al	al	PROPN
cet-13780	22	25	.	.	PROPN
cet-13780	22	26	2019	2019	NUM
cet-13780	22	27	)	)	PUNCT
cet-13780	22	28	,	,	PUNCT
cet-13780	22	29	highly	highly	ADV
cet-13780	22	30	specific	specific	ADJ
cet-13780	22	31	for	for	ADP
cet-13780	22	32	a	a	DET
cet-13780	22	33	determined	determined	ADJ
cet-13780	22	34	reactor	reactor	NOUN
cet-13780	22	35	and	and	CCONJ
cet-13780	22	36	type	type	NOUN
cet-13780	22	37	of	of	ADP
cet-13780	22	38	biomass	biomass	NOUN
cet-13780	22	39	.	.	PUNCT
cet-13780	23	1	247	247	NUM
cet-13780	23	2	a	a	DET
cet-13780	23	3	more	more	ADV
cet-13780	23	4	recent	recent	ADJ
cet-13780	23	5	approach	approach	NOUN
cet-13780	23	6	considers	consider	VERB
cet-13780	23	7	the	the	DET
cet-13780	23	8	employment	employment	NOUN
cet-13780	23	9	of	of	ADP
cet-13780	23	10	machine	machine	NOUN
cet-13780	23	11	learning	learn	VERB
cet-13780	23	12	to	to	PART
cet-13780	23	13	develop	develop	VERB
cet-13780	23	14	a	a	DET
cet-13780	23	15	predictive	predictive	ADJ
cet-13780	23	16	model	model	NOUN
cet-13780	23	17	.	.	PUNCT
cet-13780	24	1	specifically	specifically	ADV
cet-13780	24	2	,	,	PUNCT
cet-13780	24	3	the	the	DET
cet-13780	24	4	model	model	NOUN
cet-13780	24	5	can	can	AUX
cet-13780	24	6	be	be	AUX
cet-13780	24	7	obtained	obtain	VERB
cet-13780	24	8	by	by	ADP
cet-13780	24	9	developing	develop	VERB
cet-13780	24	10	an	an	DET
cet-13780	24	11	artificial	artificial	ADJ
cet-13780	24	12	neural	neural	ADJ
cet-13780	24	13	network	network	NOUN
cet-13780	24	14	(	(	PUNCT
cet-13780	24	15	ann	ann	PROPN
cet-13780	24	16	)	)	PUNCT
cet-13780	24	17	,	,	PUNCT
cet-13780	24	18	which	which	PRON
cet-13780	24	19	has	have	VERB
cet-13780	24	20	the	the	DET
cet-13780	24	21	feature	feature	NOUN
cet-13780	24	22	of	of	ADP
cet-13780	24	23	learning	learn	VERB
cet-13780	24	24	by	by	ADP
cet-13780	24	25	itself	itself	PRON
cet-13780	24	26	from	from	ADP
cet-13780	24	27	experimental	experimental	ADJ
cet-13780	24	28	data	datum	NOUN
cet-13780	24	29	.	.	PUNCT
cet-13780	25	1	obviously	obviously	ADV
cet-13780	25	2	,	,	PUNCT
cet-13780	25	3	the	the	PRON
cet-13780	25	4	higher	high	ADJ
cet-13780	25	5	the	the	DET
cet-13780	25	6	number	number	NOUN
cet-13780	25	7	of	of	ADP
cet-13780	25	8	experimental	experimental	ADJ
cet-13780	25	9	data	datum	NOUN
cet-13780	25	10	,	,	PUNCT
cet-13780	25	11	the	the	PRON
cet-13780	25	12	higher	high	ADJ
cet-13780	25	13	the	the	DET
cet-13780	25	14	level	level	NOUN
cet-13780	25	15	of	of	ADP
cet-13780	25	16	accuracy	accuracy	NOUN
cet-13780	25	17	can	can	AUX
cet-13780	25	18	be	be	AUX
cet-13780	25	19	achieved	achieve	VERB
cet-13780	25	20	.	.	PUNCT
cet-13780	26	1	the	the	DET
cet-13780	26	2	advantage	advantage	NOUN
cet-13780	26	3	of	of	ADP
cet-13780	26	4	using	use	VERB
cet-13780	26	5	an	an	DET
cet-13780	26	6	ann	ann	PROPN
cet-13780	26	7	is	be	AUX
cet-13780	26	8	that	that	SCONJ
cet-13780	26	9	it	it	PRON
cet-13780	26	10	does	do	AUX
cet-13780	26	11	not	not	PART
cet-13780	26	12	require	require	VERB
cet-13780	26	13	a	a	DET
cet-13780	26	14	mathematical	mathematical	ADJ
cet-13780	26	15	description	description	NOUN
cet-13780	26	16	of	of	ADP
cet-13780	26	17	the	the	DET
cet-13780	26	18	physical	physical	ADJ
cet-13780	26	19	phenomenon	phenomenon	NOUN
cet-13780	26	20	,	,	PUNCT
cet-13780	26	21	permits	permit	VERB
cet-13780	26	22	to	to	PART
cet-13780	26	23	obtain	obtain	VERB
cet-13780	26	24	a	a	DET
cet-13780	26	25	higher	high	ADJ
cet-13780	26	26	level	level	NOUN
cet-13780	26	27	of	of	ADP
cet-13780	26	28	accuracy	accuracy	NOUN
cet-13780	26	29	with	with	ADP
cet-13780	26	30	the	the	DET
cet-13780	26	31	same	same	ADJ
cet-13780	26	32	number	number	NOUN
cet-13780	26	33	of	of	ADP
cet-13780	26	34	inputs	input	NOUN
cet-13780	26	35	as	as	ADP
cet-13780	26	36	in	in	ADP
cet-13780	26	37	equilibrium	equilibrium	NOUN
cet-13780	26	38	models	model	NOUN
cet-13780	26	39	,	,	PUNCT
cet-13780	26	40	and	and	CCONJ
cet-13780	26	41	presents	present	VERB
cet-13780	26	42	good	good	ADJ
cet-13780	26	43	performances	performance	NOUN
cet-13780	26	44	especially	especially	ADV
cet-13780	26	45	in	in	ADP
cet-13780	26	46	case	case	NOUN
cet-13780	26	47	of	of	ADP
cet-13780	26	48	non	non	NOUN
cet-13780	26	49	-	-	NOUN
cet-13780	26	50	linearities	linearity	NOUN
cet-13780	26	51	in	in	ADP
cet-13780	26	52	the	the	DET
cet-13780	26	53	output	output	NOUN
cet-13780	26	54	(	(	PUNCT
cet-13780	26	55	elman	elman	NOUN
cet-13780	26	56	,	,	PUNCT
cet-13780	26	57	2020	2020	NUM
cet-13780	26	58	)	)	PUNCT
cet-13780	26	59	.	.	PUNCT
cet-13780	27	1	in	in	ADP
cet-13780	27	2	this	this	DET
cet-13780	27	3	framework	framework	NOUN
cet-13780	27	4	,	,	PUNCT
cet-13780	27	5	the	the	DET
cet-13780	27	6	purpose	purpose	NOUN
cet-13780	27	7	of	of	ADP
cet-13780	27	8	this	this	DET
cet-13780	27	9	study	study	NOUN
cet-13780	27	10	is	be	AUX
cet-13780	27	11	to	to	PART
cet-13780	27	12	develop	develop	VERB
cet-13780	27	13	a	a	DET
cet-13780	27	14	model	model	NOUN
cet-13780	27	15	that	that	PRON
cet-13780	27	16	accurately	accurately	ADV
cet-13780	27	17	describes	describe	VERB
cet-13780	27	18	the	the	DET
cet-13780	27	19	behaviour	behaviour	NOUN
cet-13780	27	20	of	of	ADP
cet-13780	27	21	a	a	DET
cet-13780	27	22	semi	semi	ADJ
cet-13780	27	23	-	-	ADJ
cet-13780	27	24	batch	batch	ADJ
cet-13780	27	25	gasifier	gasifier	NOUN
cet-13780	27	26	located	locate	VERB
cet-13780	27	27	at	at	ADP
cet-13780	27	28	the	the	DET
cet-13780	27	29	tokyo	tokyo	PROPN
cet-13780	27	30	institute	institute	NOUN
cet-13780	27	31	of	of	ADP
cet-13780	27	32	technology	technology	PROPN
cet-13780	27	33	,	,	PUNCT
cet-13780	27	34	tokyo	tokyo	PROPN
cet-13780	27	35	tech	tech	NOUN
cet-13780	27	36	(	(	PUNCT
cet-13780	27	37	japan	japan	PROPN
cet-13780	27	38	)	)	PUNCT
cet-13780	27	39	through	through	ADP
cet-13780	27	40	the	the	DET
cet-13780	27	41	combination	combination	NOUN
cet-13780	27	42	of	of	ADP
cet-13780	27	43	physical	physical	ADJ
cet-13780	27	44	models	model	NOUN
cet-13780	27	45	based	base	VERB
cet-13780	27	46	on	on	ADP
cet-13780	27	47	equilibrium	equilibrium	NOUN
cet-13780	27	48	and	and	CCONJ
cet-13780	27	49	anns	ann	NOUN
cet-13780	27	50	.	.	PUNCT
cet-13780	28	1	in	in	ADP
cet-13780	28	2	this	this	DET
cet-13780	28	3	way	way	NOUN
cet-13780	28	4	,	,	PUNCT
cet-13780	28	5	the	the	DET
cet-13780	28	6	number	number	NOUN
cet-13780	28	7	of	of	ADP
cet-13780	28	8	experimental	experimental	ADJ
cet-13780	28	9	data	datum	NOUN
cet-13780	28	10	necessary	necessary	ADJ
cet-13780	28	11	to	to	PART
cet-13780	28	12	train	train	VERB
cet-13780	28	13	the	the	DET
cet-13780	28	14	neural	neural	ADJ
cet-13780	28	15	network	network	NOUN
cet-13780	28	16	was	be	AUX
cet-13780	28	17	reduced	reduce	VERB
cet-13780	28	18	,	,	PUNCT
cet-13780	28	19	and	and	CCONJ
cet-13780	28	20	,	,	PUNCT
cet-13780	28	21	at	at	ADP
cet-13780	28	22	the	the	DET
cet-13780	28	23	same	same	ADJ
cet-13780	28	24	time	time	NOUN
cet-13780	28	25	,	,	PUNCT
cet-13780	28	26	the	the	DET
cet-13780	28	27	level	level	NOUN
cet-13780	28	28	of	of	ADP
cet-13780	28	29	accuracy	accuracy	NOUN
cet-13780	28	30	of	of	ADP
cet-13780	28	31	the	the	DET
cet-13780	28	32	stoichiometric	stoichiometric	ADJ
cet-13780	28	33	equilibrium	equilibrium	NOUN
cet-13780	28	34	model	model	NOUN
cet-13780	28	35	increased	increase	VERB
cet-13780	28	36	considerably	considerably	ADV
cet-13780	28	37	.	.	PUNCT
cet-13780	29	1	2	2	X
cet-13780	29	2	.	.	X
cet-13780	29	3	materials	material	NOUN
cet-13780	29	4	and	and	CCONJ
cet-13780	29	5	methods	method	NOUN
cet-13780	29	6	2.1	2.1	NUM
cet-13780	29	7	.	.	PUNCT
cet-13780	29	8	description	description	NOUN
cet-13780	29	9	of	of	ADP
cet-13780	29	10	the	the	DET
cet-13780	29	11	reactor	reactor	NOUN
cet-13780	29	12	and	and	CCONJ
cet-13780	29	13	measuring	measure	VERB
cet-13780	29	14	systems	system	NOUN
cet-13780	29	15	a	a	DET
cet-13780	29	16	bench	bench	NOUN
cet-13780	29	17	-	-	PUNCT
cet-13780	29	18	scale	scale	NOUN
cet-13780	29	19	batch	batch	NOUN
cet-13780	29	20	gasifier	gasifier	NOUN
cet-13780	29	21	located	locate	VERB
cet-13780	29	22	at	at	ADP
cet-13780	29	23	the	the	DET
cet-13780	29	24	tokyo	tokyo	PROPN
cet-13780	29	25	institute	institute	NOUN
cet-13780	29	26	of	of	ADP
cet-13780	29	27	technology	technology	PROPN
cet-13780	29	28	,	,	PUNCT
cet-13780	29	29	tokyo	tokyo	PROPN
cet-13780	29	30	tech	tech	NOUN
cet-13780	29	31	,	,	PUNCT
cet-13780	29	32	was	be	AUX
cet-13780	29	33	used	use	VERB
cet-13780	29	34	to	to	PART
cet-13780	29	35	produce	produce	VERB
cet-13780	29	36	syngas	syngas	NOUN
cet-13780	29	37	from	from	ADP
cet-13780	29	38	the	the	DET
cet-13780	29	39	torrefied	torrefied	ADJ
cet-13780	29	40	woody	woody	NOUN
cet-13780	29	41	biomass	biomass	NOUN
cet-13780	29	42	.	.	PUNCT
cet-13780	30	1	differently	differently	ADV
cet-13780	30	2	from	from	ADP
cet-13780	30	3	the	the	DET
cet-13780	30	4	continuous	continuous	ADJ
cet-13780	30	5	gasification	gasification	NOUN
cet-13780	30	6	processes	process	NOUN
cet-13780	30	7	,	,	PUNCT
cet-13780	30	8	in	in	ADP
cet-13780	30	9	batch	batch	NOUN
cet-13780	30	10	gasification	gasification	NOUN
cet-13780	30	11	the	the	DET
cet-13780	30	12	biomass	biomass	NOUN
cet-13780	30	13	is	be	AUX
cet-13780	30	14	fed	feed	VERB
cet-13780	30	15	at	at	ADP
cet-13780	30	16	the	the	DET
cet-13780	30	17	beginning	beginning	NOUN
cet-13780	30	18	of	of	ADP
cet-13780	30	19	the	the	DET
cet-13780	30	20	process	process	NOUN
cet-13780	30	21	at	at	ADP
cet-13780	30	22	the	the	DET
cet-13780	30	23	bottom	bottom	NOUN
cet-13780	30	24	of	of	ADP
cet-13780	30	25	the	the	DET
cet-13780	30	26	reactor	reactor	NOUN
cet-13780	30	27	and	and	CCONJ
cet-13780	30	28	a	a	DET
cet-13780	30	29	certain	certain	ADJ
cet-13780	30	30	fluidization	fluidization	NOUN
cet-13780	30	31	is	be	AUX
cet-13780	30	32	provided	provide	VERB
cet-13780	30	33	only	only	ADV
cet-13780	30	34	by	by	ADP
cet-13780	30	35	the	the	DET
cet-13780	30	36	airflow	airflow	NOUN
cet-13780	30	37	.	.	PUNCT
cet-13780	31	1	the	the	DET
cet-13780	31	2	composition	composition	NOUN
cet-13780	31	3	of	of	ADP
cet-13780	31	4	the	the	DET
cet-13780	31	5	produced	produce	VERB
cet-13780	31	6	gas	gas	NOUN
cet-13780	31	7	was	be	AUX
cet-13780	31	8	analysed	analyse	VERB
cet-13780	31	9	both	both	CCONJ
cet-13780	31	10	online	online	ADV
cet-13780	31	11	during	during	ADP
cet-13780	31	12	the	the	DET
cet-13780	31	13	experiments	experiment	NOUN
cet-13780	31	14	and	and	CCONJ
cet-13780	31	15	offline	offline	ADJ
cet-13780	31	16	,	,	PUNCT
cet-13780	31	17	where	where	SCONJ
cet-13780	31	18	gas	gas	NOUN
cet-13780	31	19	samples	sample	NOUN
cet-13780	31	20	at	at	ADP
cet-13780	31	21	specific	specific	ADJ
cet-13780	31	22	gasifier	gasifier	NOUN
cet-13780	31	23	temperatures	temperature	NOUN
cet-13780	31	24	were	be	AUX
cet-13780	31	25	collected	collect	VERB
cet-13780	31	26	in	in	ADP
cet-13780	31	27	sample	sample	NOUN
cet-13780	31	28	bags	bag	NOUN
cet-13780	31	29	and	and	CCONJ
cet-13780	31	30	then	then	ADV
cet-13780	31	31	analyzed	analyze	VERB
cet-13780	31	32	to	to	PART
cet-13780	31	33	determine	determine	VERB
cet-13780	31	34	their	their	PRON
cet-13780	31	35	compositions	composition	NOUN
cet-13780	31	36	.	.	PUNCT
cet-13780	32	1	temperature	temperature	NOUN
cet-13780	32	2	was	be	AUX
cet-13780	32	3	monitored	monitor	VERB
cet-13780	32	4	with	with	ADP
cet-13780	32	5	nine	nine	NUM
cet-13780	32	6	thermocouples	thermocouple	NOUN
cet-13780	32	7	located	locate	VERB
cet-13780	32	8	along	along	ADP
cet-13780	32	9	the	the	DET
cet-13780	32	10	height	height	NOUN
cet-13780	32	11	of	of	ADP
cet-13780	32	12	the	the	DET
cet-13780	32	13	reactor	reactor	NOUN
cet-13780	32	14	(	(	PUNCT
cet-13780	32	15	see	see	VERB
cet-13780	32	16	figure	figure	NOUN
cet-13780	32	17	1a	1a	NOUN
cet-13780	32	18	)	)	PUNCT
cet-13780	32	19	.	.	PUNCT
cet-13780	33	1	the	the	DET
cet-13780	33	2	four	four	NUM
cet-13780	33	3	reaction	reaction	NOUN
cet-13780	33	4	zones	zone	NOUN
cet-13780	33	5	are	be	AUX
cet-13780	33	6	drying	dry	VERB
cet-13780	33	7	and	and	CCONJ
cet-13780	33	8	pyrolysis	pyrolysis	NOUN
cet-13780	33	9	,	,	PUNCT
cet-13780	33	10	oxidation	oxidation	NOUN
cet-13780	33	11	and	and	CCONJ
cet-13780	33	12	reduction	reduction	NOUN
cet-13780	33	13	,	,	PUNCT
cet-13780	33	14	distributed	distribute	VERB
cet-13780	33	15	inside	inside	ADP
cet-13780	33	16	the	the	DET
cet-13780	33	17	gasifier	gasifier	NOUN
cet-13780	33	18	(	(	PUNCT
cet-13780	33	19	figure	figure	NOUN
cet-13780	33	20	1b	1b	NUM
cet-13780	33	21	)	)	PUNCT
cet-13780	33	22	.	.	PUNCT
cet-13780	34	1	drying	dry	VERB
cet-13780	34	2	and	and	CCONJ
cet-13780	34	3	pyrolysis	pyrolysis	NOUN
cet-13780	34	4	take	take	VERB
cet-13780	34	5	place	place	NOUN
cet-13780	34	6	at	at	ADP
cet-13780	34	7	the	the	DET
cet-13780	34	8	bottom	bottom	NOUN
cet-13780	34	9	of	of	ADP
cet-13780	34	10	the	the	DET
cet-13780	34	11	reactor	reactor	NOUN
cet-13780	34	12	(	(	PUNCT
cet-13780	34	13	thermocouples	thermocouple	NOUN
cet-13780	34	14	tr1	tr1	PROPN
cet-13780	34	15	,	,	PUNCT
cet-13780	34	16	tr2	tr2	X
cet-13780	34	17	and	and	CCONJ
cet-13780	34	18	tr3	tr3	PROPN
cet-13780	34	19	located	locate	VERB
cet-13780	34	20	in	in	ADP
cet-13780	34	21	the	the	DET
cet-13780	34	22	lower	low	ADJ
cet-13780	34	23	part	part	NOUN
cet-13780	34	24	of	of	ADP
cet-13780	34	25	the	the	DET
cet-13780	34	26	reactor	reactor	NOUN
cet-13780	34	27	jacket	jacket	NOUN
cet-13780	34	28	)	)	PUNCT
cet-13780	34	29	.	.	PUNCT
cet-13780	35	1	above	above	ADV
cet-13780	35	2	,	,	PUNCT
cet-13780	35	3	the	the	DET
cet-13780	35	4	oxidation	oxidation	NOUN
cet-13780	35	5	zone	zone	NOUN
cet-13780	35	6	corresponds	correspond	VERB
cet-13780	35	7	to	to	ADP
cet-13780	35	8	the	the	DET
cet-13780	35	9	area	area	NOUN
cet-13780	35	10	where	where	SCONJ
cet-13780	35	11	the	the	DET
cet-13780	35	12	main	main	ADJ
cet-13780	35	13	airflow	airflow	NOUN
cet-13780	35	14	is	be	AUX
cet-13780	35	15	fed	feed	VERB
cet-13780	35	16	into	into	ADP
cet-13780	35	17	the	the	DET
cet-13780	35	18	reactor	reactor	NOUN
cet-13780	35	19	(	(	PUNCT
cet-13780	35	20	thermocouples	thermocouples	PROPN
cet-13780	35	21	tr4	tr4	PROPN
cet-13780	35	22	and	and	CCONJ
cet-13780	35	23	tr5	tr5	PROPN
cet-13780	35	24	)	)	PUNCT
cet-13780	35	25	.	.	PUNCT
cet-13780	36	1	the	the	DET
cet-13780	36	2	reduction	reduction	NOUN
cet-13780	36	3	zone	zone	NOUN
cet-13780	36	4	covers	cover	VERB
cet-13780	36	5	the	the	DET
cet-13780	36	6	top	top	ADJ
cet-13780	36	7	solid	solid	ADJ
cet-13780	36	8	biomass	biomass	NOUN
cet-13780	36	9	layer	layer	NOUN
cet-13780	36	10	(	(	PUNCT
cet-13780	36	11	thermocouple	thermocouple	PROPN
cet-13780	36	12	tr6	tr6	PROPN
cet-13780	36	13	)	)	PUNCT
cet-13780	36	14	up	up	ADP
cet-13780	36	15	to	to	ADP
cet-13780	36	16	the	the	DET
cet-13780	36	17	top	top	NOUN
cet-13780	36	18	of	of	ADP
cet-13780	36	19	the	the	DET
cet-13780	36	20	reactor	reactor	NOUN
cet-13780	36	21	(	(	PUNCT
cet-13780	36	22	thermocouple	thermocouple	PROPN
cet-13780	36	23	tr9	tr9	PROPN
cet-13780	36	24	)	)	PUNCT
cet-13780	36	25	.	.	PUNCT
cet-13780	37	1	further	further	ADJ
cet-13780	37	2	details	detail	NOUN
cet-13780	37	3	on	on	ADP
cet-13780	37	4	the	the	DET
cet-13780	37	5	experimental	experimental	ADJ
cet-13780	37	6	settings	setting	NOUN
cet-13780	37	7	and	and	CCONJ
cet-13780	37	8	the	the	DET
cet-13780	37	9	obtained	obtain	VERB
cet-13780	37	10	results	result	NOUN
cet-13780	37	11	can	can	AUX
cet-13780	37	12	be	be	AUX
cet-13780	37	13	found	find	VERB
cet-13780	37	14	at	at	ADP
cet-13780	37	15	suzuki	suzuki	PROPN
cet-13780	37	16	et	et	PROPN
cet-13780	37	17	al	al	PROPN
cet-13780	37	18	.	.	PROPN
cet-13780	37	19	2020	2020	NUM
cet-13780	37	20	.	.	PUNCT
cet-13780	38	1	(	(	PUNCT
cet-13780	38	2	a	a	X
cet-13780	38	3	)	)	PUNCT
cet-13780	38	4	(	(	PUNCT
cet-13780	38	5	b	b	X
cet-13780	38	6	)	)	PUNCT
cet-13780	38	7	figure	figure	NOUN
cet-13780	38	8	1	1	NUM
cet-13780	38	9	.	.	PUNCT
cet-13780	38	10	detailed	detailed	ADJ
cet-13780	38	11	reactor	reactor	NOUN
cet-13780	38	12	design	design	NOUN
cet-13780	38	13	(	(	PUNCT
cet-13780	38	14	a	a	NOUN
cet-13780	38	15	)	)	PUNCT
cet-13780	38	16	and	and	CCONJ
cet-13780	38	17	semi	semi	ADJ
cet-13780	38	18	-	-	NOUN
cet-13780	38	19	batch	batch	ADJ
cet-13780	38	20	gasifier	gasifier	NOUN
cet-13780	38	21	scheme	scheme	NOUN
cet-13780	38	22	(	(	PUNCT
cet-13780	38	23	b	b	NOUN
cet-13780	38	24	)	)	PUNCT
cet-13780	38	25	2.2	2.2	NUM
cet-13780	38	26	.	.	PUNCT
cet-13780	39	1	modelling	model	VERB
cet-13780	39	2	strategy	strategy	NOUN
cet-13780	39	3	the	the	DET
cet-13780	39	4	model	model	NOUN
cet-13780	39	5	was	be	AUX
cet-13780	39	6	developed	develop	VERB
cet-13780	39	7	considering	consider	VERB
cet-13780	39	8	three	three	NUM
cet-13780	39	9	reactions	reaction	NOUN
cet-13780	39	10	zones	zone	NOUN
cet-13780	39	11	separately	separately	ADV
cet-13780	39	12	.	.	PUNCT
cet-13780	40	1	all	all	DET
cet-13780	40	2	the	the	DET
cet-13780	40	3	reactor	reactor	NOUN
cet-13780	40	4	zones	zone	NOUN
cet-13780	40	5	are	be	AUX
cet-13780	40	6	connected	connect	VERB
cet-13780	40	7	in	in	ADP
cet-13780	40	8	the	the	DET
cet-13780	40	9	way	way	NOUN
cet-13780	40	10	that	that	PRON
cet-13780	40	11	the	the	DET
cet-13780	40	12	reaction	reaction	NOUN
cet-13780	40	13	products	product	NOUN
cet-13780	40	14	of	of	ADP
cet-13780	40	15	the	the	DET
cet-13780	40	16	first	first	ADJ
cet-13780	40	17	zone	zone	NOUN
cet-13780	40	18	are	be	AUX
cet-13780	40	19	the	the	DET
cet-13780	40	20	reactants	reactant	NOUN
cet-13780	40	21	of	of	ADP
cet-13780	40	22	the	the	DET
cet-13780	40	23	second	second	ADJ
cet-13780	40	24	and	and	CCONJ
cet-13780	40	25	so	so	ADV
cet-13780	40	26	on	on	ADV
cet-13780	40	27	.	.	PUNCT
cet-13780	41	1	the	the	DET
cet-13780	41	2	first	first	ADJ
cet-13780	41	3	zone	zone	NOUN
cet-13780	41	4	corresponds	correspond	VERB
cet-13780	41	5	to	to	ADP
cet-13780	41	6	the	the	DET
cet-13780	41	7	pyrolysis	pyrolysis	NOUN
cet-13780	41	8	zone	zone	NOUN
cet-13780	41	9	(	(	PUNCT
cet-13780	41	10	tr1	tr1	PROPN
cet-13780	41	11	to	to	ADP
cet-13780	41	12	tr4	tr4	PROPN
cet-13780	41	13	)	)	PUNCT
cet-13780	41	14	and	and	CCONJ
cet-13780	41	15	it	it	PRON
cet-13780	41	16	operates	operate	VERB
cet-13780	41	17	at	at	ADP
cet-13780	41	18	the	the	DET
cet-13780	41	19	lowest	low	ADJ
cet-13780	41	20	temperature	temperature	NOUN
cet-13780	41	21	.	.	PUNCT
cet-13780	42	1	the	the	DET
cet-13780	42	2	products	product	NOUN
cet-13780	42	3	,	,	PUNCT
cet-13780	42	4	mainly	mainly	ADV
cet-13780	42	5	char	char	NOUN
cet-13780	42	6	and	and	CCONJ
cet-13780	42	7	volatiles	volatile	NOUN
cet-13780	42	8	,	,	PUNCT
cet-13780	42	9	are	be	AUX
cet-13780	42	10	fed	feed	VERB
cet-13780	42	11	to	to	ADP
cet-13780	42	12	the	the	DET
cet-13780	42	13	oxidation	oxidation	NOUN
cet-13780	42	14	zone	zone	NOUN
cet-13780	42	15	(	(	PUNCT
cet-13780	42	16	tr5	tr5	PROPN
cet-13780	42	17	and	and	CCONJ
cet-13780	42	18	tr6	tr6	PROPN
cet-13780	42	19	)	)	PUNCT
cet-13780	42	20	where	where	SCONJ
cet-13780	42	21	temperature	temperature	NOUN
cet-13780	42	22	increases	increase	NOUN
cet-13780	42	23	,	,	PUNCT
cet-13780	42	24	and	and	CCONJ
cet-13780	42	25	oxidation	oxidation	NOUN
cet-13780	42	26	reactions	reaction	NOUN
cet-13780	42	27	become	become	VERB
cet-13780	42	28	predominant	predominant	ADJ
cet-13780	42	29	.	.	PUNCT
cet-13780	43	1	the	the	DET
cet-13780	43	2	products	product	NOUN
cet-13780	43	3	enter	enter	VERB
cet-13780	43	4	the	the	DET
cet-13780	43	5	reduction	reduction	NOUN
cet-13780	43	6	zone	zone	NOUN
cet-13780	43	7	which	which	PRON
cet-13780	43	8	includes	include	VERB
cet-13780	43	9	the	the	DET
cet-13780	43	10	char	char	NOUN
cet-13780	43	11	top	top	ADJ
cet-13780	43	12	layer	layer	NOUN
cet-13780	43	13	above	above	ADP
cet-13780	43	14	tr6	tr6	PROPN
cet-13780	43	15	.	.	PUNCT
cet-13780	44	1	a	a	DET
cet-13780	44	2	drying	dry	VERB
cet-13780	44	3	section	section	NOUN
cet-13780	44	4	was	be	AUX
cet-13780	44	5	not	not	PART
cet-13780	44	6	considered	consider	VERB
cet-13780	44	7	as	as	SCONJ
cet-13780	44	8	biomass	biomass	NOUN
cet-13780	44	9	underwent	underwent	NOUN
cet-13780	44	10	a	a	DET
cet-13780	44	11	torrefaction	torrefaction	NOUN
cet-13780	44	12	process	process	NOUN
cet-13780	44	13	that	that	PRON
cet-13780	44	14	reduced	reduce	VERB
cet-13780	44	15	the	the	DET
cet-13780	44	16	moisture	moisture	NOUN
cet-13780	44	17	content	content	NOUN
cet-13780	44	18	to	to	ADP
cet-13780	44	19	4	4	NUM
cet-13780	44	20	%	%	NOUN
cet-13780	44	21	before	before	ADP
cet-13780	44	22	being	be	AUX
cet-13780	44	23	fed	feed	VERB
cet-13780	44	24	into	into	ADP
cet-13780	44	25	the	the	DET
cet-13780	44	26	reactor	reactor	NOUN
cet-13780	44	27	.	.	PUNCT
cet-13780	45	1	the	the	DET
cet-13780	45	2	obtained	obtain	VERB
cet-13780	45	3	results	result	NOUN
cet-13780	45	4	were	be	AUX
cet-13780	45	5	the	the	DET
cet-13780	45	6	combination	combination	NOUN
cet-13780	45	7	of	of	ADP
cet-13780	45	8	the	the	DET
cet-13780	45	9	application	application	NOUN
cet-13780	45	10	of	of	ADP
cet-13780	45	11	heat	heat	NOUN
cet-13780	45	12	and	and	CCONJ
cet-13780	45	13	material	material	NOUN
cet-13780	45	14	balances	balance	NOUN
cet-13780	45	15	to	to	ADP
cet-13780	45	16	each	each	DET
cet-13780	45	17	region	region	NOUN
cet-13780	45	18	as	as	SCONJ
cet-13780	45	19	described	describe	VERB
cet-13780	45	20	in	in	ADP
cet-13780	45	21	section	section	NOUN
cet-13780	45	22	2.2.1	2.2.1	NUM
cet-13780	45	23	and	and	CCONJ
cet-13780	45	24	section	section	NOUN
cet-13780	45	25	2.2.2	2.2.2	NUM
cet-13780	45	26	.	.	PUNCT
cet-13780	45	27	248	248	NUM
cet-13780	45	28	2.2.1	2.2.1	NUM
cet-13780	45	29	.	.	PUNCT
cet-13780	46	1	heat	heat	NOUN
cet-13780	46	2	balance	balance	NOUN
cet-13780	46	3	:	:	PUNCT
cet-13780	46	4	anns	anns	PROPN
cet-13780	46	5	models	model	NOUN
cet-13780	46	6	heat	heat	VERB
cet-13780	46	7	balances	balance	NOUN
cet-13780	46	8	in	in	ADP
cet-13780	46	9	each	each	DET
cet-13780	46	10	region	region	NOUN
cet-13780	46	11	are	be	AUX
cet-13780	46	12	calculated	calculate	VERB
cet-13780	46	13	through	through	ADP
cet-13780	46	14	a	a	DET
cet-13780	46	15	recurrent	recurrent	ADJ
cet-13780	46	16	neural	neural	ADJ
cet-13780	46	17	network	network	NOUN
cet-13780	46	18	(	(	PUNCT
cet-13780	46	19	rnn	rnn	PROPN
cet-13780	46	20	)	)	PUNCT
cet-13780	46	21	in	in	ADP
cet-13780	46	22	which	which	PRON
cet-13780	46	23	the	the	DET
cet-13780	46	24	time	time	NOUN
cet-13780	46	25	series	series	PROPN
cet-13780	46	26	data	datum	NOUN
cet-13780	46	27	collected	collect	VERB
cet-13780	46	28	by	by	ADP
cet-13780	46	29	each	each	DET
cet-13780	46	30	thermocouple	thermocouple	NOUN
cet-13780	46	31	during	during	ADP
cet-13780	46	32	the	the	DET
cet-13780	46	33	experimental	experimental	ADJ
cet-13780	46	34	sessions	session	NOUN
cet-13780	46	35	were	be	AUX
cet-13780	46	36	employed	employ	VERB
cet-13780	46	37	to	to	PART
cet-13780	46	38	develop	develop	VERB
cet-13780	46	39	a	a	DET
cet-13780	46	40	time	time	NOUN
cet-13780	46	41	series	series	PROPN
cet-13780	46	42	artificial	artificial	ADJ
cet-13780	46	43	neural	neural	ADJ
cet-13780	46	44	network	network	NOUN
cet-13780	46	45	.	.	PUNCT
cet-13780	47	1	a	a	DET
cet-13780	47	2	rnn	rnn	NOUN
cet-13780	47	3	is	be	AUX
cet-13780	47	4	an	an	DET
cet-13780	47	5	artificial	artificial	ADJ
cet-13780	47	6	neural	neural	ADJ
cet-13780	47	7	network	network	NOUN
cet-13780	47	8	that	that	PRON
cet-13780	47	9	remembers	remember	VERB
cet-13780	47	10	things	thing	NOUN
cet-13780	47	11	learnt	learn	VERB
cet-13780	47	12	from	from	ADP
cet-13780	47	13	prior	prior	ADJ
cet-13780	47	14	outputs	output	NOUN
cet-13780	47	15	while	while	SCONJ
cet-13780	47	16	it	it	PRON
cet-13780	47	17	generates	generate	VERB
cet-13780	47	18	a	a	DET
cet-13780	47	19	new	new	ADJ
cet-13780	47	20	output	output	NOUN
cet-13780	47	21	(	(	PUNCT
cet-13780	47	22	kumaraswamy	kumaraswamy	NOUN
cet-13780	47	23	,	,	PUNCT
cet-13780	47	24	2021	2021	NUM
cet-13780	47	25	)	)	PUNCT
cet-13780	47	26	.	.	PUNCT
cet-13780	48	1	during	during	ADP
cet-13780	48	2	the	the	DET
cet-13780	48	3	training	training	NOUN
cet-13780	48	4	,	,	PUNCT
cet-13780	48	5	the	the	DET
cet-13780	48	6	rnn	rnn	NOUN
cet-13780	48	7	receives	receive	VERB
cet-13780	48	8	as	as	ADP
cet-13780	48	9	inputs	input	NOUN
cet-13780	48	10	the	the	DET
cet-13780	48	11	time	time	NOUN
cet-13780	48	12	and	and	CCONJ
cet-13780	48	13	temperature	temperature	NOUN
cet-13780	48	14	series	series	NOUN
cet-13780	48	15	,	,	PUNCT
cet-13780	48	16	and	and	CCONJ
cet-13780	48	17	after	after	ADP
cet-13780	48	18	being	be	AUX
cet-13780	48	19	tested	test	VERB
cet-13780	48	20	and	and	CCONJ
cet-13780	48	21	validated	validate	VERB
cet-13780	48	22	,	,	PUNCT
cet-13780	48	23	it	it	PRON
cet-13780	48	24	can	can	AUX
cet-13780	48	25	return	return	VERB
cet-13780	48	26	the	the	DET
cet-13780	48	27	temperature	temperature	NOUN
cet-13780	48	28	at	at	ADP
cet-13780	48	29	any	any	DET
cet-13780	48	30	time	time	NOUN
cet-13780	48	31	step	step	NOUN
cet-13780	48	32	.	.	PUNCT
cet-13780	49	1	the	the	DET
cet-13780	49	2	data	datum	NOUN
cet-13780	49	3	set	set	VERB
cet-13780	49	4	from	from	ADP
cet-13780	49	5	a	a	DET
cet-13780	49	6	single	single	ADJ
cet-13780	49	7	experimental	experimental	ADJ
cet-13780	49	8	session	session	NOUN
cet-13780	49	9	as	as	SCONJ
cet-13780	49	10	described	describe	VERB
cet-13780	49	11	in	in	ADP
cet-13780	49	12	suzuki	suzuki	PROPN
cet-13780	49	13	et	et	PROPN
cet-13780	49	14	al	al	PROPN
cet-13780	49	15	.	.	PROPN
cet-13780	49	16	2020	2020	NUM
cet-13780	49	17	is	be	AUX
cet-13780	49	18	a	a	DET
cet-13780	49	19	sequence	sequence	NOUN
cet-13780	49	20	of	of	ADP
cet-13780	49	21	3025	3025	NUM
cet-13780	49	22	values	value	NOUN
cet-13780	49	23	divided	divide	VERB
cet-13780	49	24	into	into	ADP
cet-13780	49	25	three	three	NUM
cet-13780	49	26	groups	group	NOUN
cet-13780	49	27	.	.	PUNCT
cet-13780	50	1	the	the	DET
cet-13780	50	2	first	first	ADJ
cet-13780	50	3	one	one	NOUN
cet-13780	50	4	contains	contain	VERB
cet-13780	50	5	the	the	DET
cet-13780	50	6	75	75	NUM
cet-13780	50	7	%	%	NOUN
cet-13780	50	8	of	of	ADP
cet-13780	50	9	the	the	DET
cet-13780	50	10	values	value	NOUN
cet-13780	50	11	and	and	CCONJ
cet-13780	50	12	it	it	PRON
cet-13780	50	13	corresponds	correspond	VERB
cet-13780	50	14	to	to	ADP
cet-13780	50	15	the	the	DET
cet-13780	50	16	data	datum	NOUN
cet-13780	50	17	used	use	VERB
cet-13780	50	18	to	to	PART
cet-13780	50	19	train	train	VERB
cet-13780	50	20	the	the	DET
cet-13780	50	21	rnn	rnn	NOUN
cet-13780	50	22	.	.	PUNCT
cet-13780	51	1	the	the	DET
cet-13780	51	2	second	second	ADJ
cet-13780	51	3	and	and	CCONJ
cet-13780	51	4	the	the	DET
cet-13780	51	5	third	third	ADJ
cet-13780	51	6	group	group	NOUN
cet-13780	51	7	contain	contain	VERB
cet-13780	51	8	the	the	DET
cet-13780	51	9	15	15	NUM
cet-13780	51	10	%	%	NOUN
cet-13780	51	11	and	and	CCONJ
cet-13780	51	12	10	10	NUM
cet-13780	51	13	%	%	NOUN
cet-13780	51	14	of	of	ADP
cet-13780	51	15	the	the	DET
cet-13780	51	16	values	value	NOUN
cet-13780	51	17	respectively	respectively	ADV
cet-13780	51	18	and	and	CCONJ
cet-13780	51	19	they	they	PRON
cet-13780	51	20	are	be	AUX
cet-13780	51	21	used	use	VERB
cet-13780	51	22	to	to	PART
cet-13780	51	23	validate	validate	VERB
cet-13780	51	24	and	and	CCONJ
cet-13780	51	25	test	test	VERB
cet-13780	51	26	the	the	DET
cet-13780	51	27	neural	neural	ADJ
cet-13780	51	28	network	network	NOUN
cet-13780	51	29	.	.	PUNCT
cet-13780	52	1	the	the	DET
cet-13780	52	2	model	model	NOUN
cet-13780	52	3	employs	employ	VERB
cet-13780	52	4	10	10	NUM
cet-13780	52	5	hidden	hidden	ADJ
cet-13780	52	6	neurons	neuron	NOUN
cet-13780	52	7	and	and	CCONJ
cet-13780	52	8	2	2	NUM
cet-13780	52	9	delays	delay	NOUN
cet-13780	52	10	,	,	PUNCT
cet-13780	52	11	and	and	CCONJ
cet-13780	52	12	the	the	DET
cet-13780	52	13	algorithm	algorithm	NOUN
cet-13780	52	14	chosen	choose	VERB
cet-13780	52	15	to	to	PART
cet-13780	52	16	train	train	VERB
cet-13780	52	17	the	the	DET
cet-13780	52	18	network	network	NOUN
cet-13780	52	19	is	be	AUX
cet-13780	52	20	levenberg	levenberg	PROPN
cet-13780	52	21	-	-	PUNCT
cet-13780	52	22	marquardt	marquardt	PROPN
cet-13780	52	23	.	.	PUNCT
cet-13780	53	1	a	a	DET
cet-13780	53	2	single	single	ADJ
cet-13780	53	3	rnn	rnn	NOUN
cet-13780	53	4	is	be	AUX
cet-13780	53	5	developed	develop	VERB
cet-13780	53	6	for	for	ADP
cet-13780	53	7	each	each	PRON
cet-13780	53	8	of	of	ADP
cet-13780	53	9	the	the	DET
cet-13780	53	10	thermocouples	thermocouple	NOUN
cet-13780	53	11	located	locate	VERB
cet-13780	53	12	in	in	ADP
cet-13780	53	13	the	the	DET
cet-13780	53	14	pyrolysis	pyrolysis	NOUN
cet-13780	53	15	,	,	PUNCT
cet-13780	53	16	oxidation	oxidation	NOUN
cet-13780	53	17	,	,	PUNCT
cet-13780	53	18	and	and	CCONJ
cet-13780	53	19	reduction	reduction	NOUN
cet-13780	53	20	zone	zone	NOUN
cet-13780	53	21	.	.	PUNCT
cet-13780	54	1	the	the	DET
cet-13780	54	2	obtained	obtain	VERB
cet-13780	54	3	neural	neural	ADJ
cet-13780	54	4	network	network	NOUN
cet-13780	54	5	is	be	AUX
cet-13780	54	6	used	use	VERB
cet-13780	54	7	in	in	ADP
cet-13780	54	8	a	a	DET
cet-13780	54	9	simulink	simulink	NOUN
cet-13780	54	10	model	model	NOUN
cet-13780	54	11	which	which	PRON
cet-13780	54	12	provides	provide	VERB
cet-13780	54	13	the	the	DET
cet-13780	54	14	temperature	temperature	NOUN
cet-13780	54	15	profile	profile	NOUN
cet-13780	54	16	as	as	ADP
cet-13780	54	17	an	an	DET
cet-13780	54	18	output	output	NOUN
cet-13780	54	19	.	.	PUNCT
cet-13780	55	1	figure	figure	NOUN
cet-13780	55	2	2	2	NUM
cet-13780	55	3	shows	show	VERB
cet-13780	55	4	the	the	DET
cet-13780	55	5	neural	neural	ADJ
cet-13780	55	6	network	network	NOUN
cet-13780	55	7	plot	plot	NOUN
cet-13780	55	8	response	response	NOUN
cet-13780	55	9	(	(	PUNCT
cet-13780	55	10	a	a	NOUN
cet-13780	55	11	)	)	PUNCT
cet-13780	55	12	and	and	CCONJ
cet-13780	55	13	error	error	NOUN
cet-13780	55	14	histogram	histogram	NOUN
cet-13780	55	15	(	(	PUNCT
cet-13780	55	16	b	b	NOUN
cet-13780	55	17	)	)	PUNCT
cet-13780	55	18	of	of	ADP
cet-13780	55	19	the	the	DET
cet-13780	55	20	developed	develop	VERB
cet-13780	55	21	model	model	NOUN
cet-13780	55	22	.	.	PUNCT
cet-13780	56	1	(	(	PUNCT
cet-13780	56	2	a	a	X
cet-13780	56	3	)	)	PUNCT
cet-13780	56	4	(	(	PUNCT
cet-13780	56	5	b	b	X
cet-13780	56	6	)	)	PUNCT
cet-13780	56	7	figure	figure	NOUN
cet-13780	56	8	2	2	NUM
cet-13780	56	9	.	.	PUNCT
cet-13780	56	10	neural	neural	ADJ
cet-13780	56	11	network	network	NOUN
cet-13780	56	12	plot	plot	NOUN
cet-13780	56	13	response	response	NOUN
cet-13780	56	14	(	(	PUNCT
cet-13780	56	15	a	a	NOUN
cet-13780	56	16	)	)	PUNCT
cet-13780	56	17	and	and	CCONJ
cet-13780	56	18	neural	neural	ADJ
cet-13780	56	19	network	network	NOUN
cet-13780	56	20	plot	plot	NOUN
cet-13780	56	21	error	error	NOUN
cet-13780	56	22	histogram	histogram	NOUN
cet-13780	56	23	(	(	PUNCT
cet-13780	56	24	b	b	NOUN
cet-13780	56	25	)	)	PUNCT
cet-13780	56	26	of	of	ADP
cet-13780	56	27	the	the	DET
cet-13780	56	28	developed	developed	ADJ
cet-13780	56	29	model	model	NOUN
cet-13780	56	30	2.2.2	2.2.2	NUM
cet-13780	56	31	.	.	PUNCT
cet-13780	56	32	material	material	NOUN
cet-13780	56	33	balance	balance	NOUN
cet-13780	56	34	:	:	PUNCT
cet-13780	56	35	equilibrium	equilibrium	NOUN
cet-13780	56	36	models	model	NOUN
cet-13780	56	37	modelling	model	VERB
cet-13780	56	38	based	base	VERB
cet-13780	56	39	on	on	ADP
cet-13780	56	40	material	material	NOUN
cet-13780	56	41	balances	balance	NOUN
cet-13780	56	42	and	and	CCONJ
cet-13780	56	43	kinetic	kinetic	ADJ
cet-13780	56	44	data	datum	NOUN
cet-13780	56	45	were	be	AUX
cet-13780	56	46	applied	apply	VERB
cet-13780	56	47	to	to	ADP
cet-13780	56	48	each	each	DET
cet-13780	56	49	region	region	NOUN
cet-13780	56	50	.	.	PUNCT
cet-13780	57	1	for	for	ADP
cet-13780	57	2	the	the	DET
cet-13780	57	3	pyrolysis	pyrolysis	NOUN
cet-13780	57	4	zone	zone	NOUN
cet-13780	57	5	,	,	PUNCT
cet-13780	57	6	material	material	NOUN
cet-13780	57	7	balances	balance	NOUN
cet-13780	57	8	describing	describe	VERB
cet-13780	57	9	the	the	DET
cet-13780	57	10	decomposition	decomposition	NOUN
cet-13780	57	11	of	of	ADP
cet-13780	57	12	the	the	DET
cet-13780	57	13	torrefied	torrefied	ADJ
cet-13780	57	14	biomass	biomass	NOUN
cet-13780	57	15	were	be	AUX
cet-13780	57	16	implemented	implement	VERB
cet-13780	57	17	and	and	CCONJ
cet-13780	57	18	solved	solve	VERB
cet-13780	57	19	on	on	ADP
cet-13780	57	20	simulink	simulink	NOUN
cet-13780	57	21	to	to	PART
cet-13780	57	22	determine	determine	VERB
cet-13780	57	23	the	the	DET
cet-13780	57	24	number	number	NOUN
cet-13780	57	25	of	of	ADP
cet-13780	57	26	moles	mole	NOUN
cet-13780	57	27	generated	generate	VERB
cet-13780	57	28	in	in	ADP
cet-13780	57	29	the	the	DET
cet-13780	57	30	reaction	reaction	NOUN
cet-13780	57	31	.	.	PUNCT
cet-13780	58	1	the	the	DET
cet-13780	58	2	initial	initial	ADJ
cet-13780	58	3	feed	feed	NOUN
cet-13780	58	4	was	be	AUX
cet-13780	58	5	700	700	NUM
cet-13780	58	6	g	g	NOUN
cet-13780	58	7	of	of	ADP
cet-13780	58	8	biomass	biomass	NOUN
cet-13780	58	9	per	per	ADP
cet-13780	58	10	zone	zone	NOUN
cet-13780	58	11	(	(	PUNCT
cet-13780	58	12	total	total	NOUN
cet-13780	58	13	of	of	ADP
cet-13780	58	14	2800	2800	NUM
cet-13780	58	15	g	g	NOUN
cet-13780	58	16	)	)	PUNCT
cet-13780	58	17	.	.	PUNCT
cet-13780	59	1	the	the	DET
cet-13780	59	2	dry	dry	ADJ
cet-13780	59	3	biomass	biomass	NOUN
cet-13780	59	4	molecular	molecular	ADJ
cet-13780	59	5	formula	formula	NOUN
cet-13780	59	6	(	(	PUNCT
cet-13780	59	7	𝐶𝐻1.4𝑂0.68	𝐶𝐻1.4𝑂0.68	NOUN
cet-13780	59	8	)	)	PUNCT
cet-13780	59	9	was	be	AUX
cet-13780	59	10	determined	determine	VERB
cet-13780	59	11	from	from	ADP
cet-13780	59	12	the	the	DET
cet-13780	59	13	ultimate	ultimate	ADJ
cet-13780	59	14	analysis	analysis	NOUN
cet-13780	59	15	carried	carry	VERB
cet-13780	59	16	on	on	ADP
cet-13780	59	17	the	the	DET
cet-13780	59	18	torrefied	torrefied	ADJ
cet-13780	59	19	japanese	japanese	ADJ
cet-13780	59	20	cedar	cedar	NOUN
cet-13780	59	21	(	(	PUNCT
cet-13780	59	22	suzuki	suzuki	PROPN
cet-13780	59	23	et	et	PROPN
cet-13780	59	24	al	al	PROPN
cet-13780	59	25	.	.	PROPN
cet-13780	59	26	2020	2020	NUM
cet-13780	59	27	)	)	PUNCT
cet-13780	59	28	.	.	PUNCT
cet-13780	60	1	the	the	DET
cet-13780	60	2	system	system	NOUN
cet-13780	60	3	was	be	AUX
cet-13780	60	4	solved	solve	VERB
cet-13780	60	5	through	through	ADP
cet-13780	60	6	three	three	NUM
cet-13780	60	7	atomic	atomic	ADJ
cet-13780	60	8	balances	balance	NOUN
cet-13780	60	9	(	(	PUNCT
cet-13780	60	10	c	c	X
cet-13780	60	11	,	,	PUNCT
cet-13780	60	12	h	h	NOUN
cet-13780	60	13	and	and	CCONJ
cet-13780	60	14	o	o	NOUN
cet-13780	60	15	)	)	PUNCT
cet-13780	60	16	and	and	CCONJ
cet-13780	60	17	three	three	NUM
cet-13780	60	18	empirical	empirical	ADJ
cet-13780	60	19	correlations	correlation	NOUN
cet-13780	60	20	(	(	PUNCT
cet-13780	60	21	eq	eq	NOUN
cet-13780	60	22	1	1	NUM
cet-13780	60	23	-	-	SYM
cet-13780	60	24	3	3	NUM
cet-13780	60	25	)	)	PUNCT
cet-13780	60	26	between	between	ADP
cet-13780	60	27	the	the	DET
cet-13780	60	28	mass	mass	ADJ
cet-13780	60	29	ratios	ratio	NOUN
cet-13780	60	30	of	of	ADP
cet-13780	60	31	the	the	DET
cet-13780	60	32	single	single	ADJ
cet-13780	60	33	components	component	NOUN
cet-13780	60	34	(	(	PUNCT
cet-13780	60	35	sharma	sharma	PROPN
cet-13780	60	36	ak	ak	PROPN
cet-13780	60	37	,	,	PUNCT
cet-13780	60	38	2011	2011	NUM
cet-13780	60	39	):	):	PUNCT
cet-13780	60	40	𝑌𝐶𝑂/𝐶𝑂2	𝑌𝐶𝑂/𝐶𝑂2	PROPN
cet-13780	60	41	=	=	SYM
cet-13780	60	42	𝑒	𝑒	PROPN
cet-13780	60	43	−1.845	−1.845	NOUN
cet-13780	60	44	+	+	CCONJ
cet-13780	60	45	7730.3	7730.3	NUM
cet-13780	60	46	𝑇	𝑇	PROPN
cet-13780	60	47	−	−	PROPN
cet-13780	60	48	5019898	5019898	NUM
cet-13780	60	49	𝑇2	𝑇2	NOUN
cet-13780	60	50	(	(	PUNCT
cet-13780	60	51	1	1	NUM
cet-13780	60	52	)	)	PUNCT
cet-13780	60	53	𝑌𝐻2𝑂	𝑌𝐻2𝑂	ADV
cet-13780	60	54	𝐶𝑂2	𝐶𝑂2	PROPN
cet-13780	60	55	=	=	SYM
cet-13780	60	56	1	1	NUM
cet-13780	60	57	(	(	PUNCT
cet-13780	60	58	2	2	NUM
cet-13780	60	59	)	)	PUNCT
cet-13780	60	60	𝑌𝑀𝐸/𝐶𝑂2	𝑌𝑀𝐸/𝐶𝑂2	NOUN
cet-13780	61	1	=	=	PUNCT
cet-13780	61	2	5	5	NUM
cet-13780	61	3	×	×	NOUN
cet-13780	61	4	10−16𝑇5.06	10−16𝑇5.06	NUM
cet-13780	61	5	(	(	PUNCT
cet-13780	61	6	3	3	NUM
cet-13780	61	7	)	)	PUNCT
cet-13780	61	8	being	be	AUX
cet-13780	61	9	me	i	PRON
cet-13780	61	10	a	a	DET
cet-13780	61	11	mix	mix	NOUN
cet-13780	61	12	of	of	ADP
cet-13780	61	13	methane	methane	NOUN
cet-13780	61	14	and	and	CCONJ
cet-13780	61	15	ethylene	ethylene	NOUN
cet-13780	61	16	with	with	ADP
cet-13780	61	17	molecular	molecular	ADJ
cet-13780	61	18	formula	formula	NOUN
cet-13780	61	19	𝐶1.16𝐻4	𝐶1.16𝐻4	NOUN
cet-13780	61	20	(	(	PUNCT
cet-13780	61	21	sharma	sharma	PROPN
cet-13780	61	22	a.	a.	PROPN
cet-13780	61	23	,	,	PUNCT
cet-13780	61	24	2011	2011	NUM
cet-13780	61	25	)	)	PUNCT
cet-13780	61	26	.	.	PUNCT
cet-13780	62	1	the	the	DET
cet-13780	62	2	char	char	NOUN
cet-13780	62	3	yields	yield	VERB
cet-13780	62	4	from	from	ADP
cet-13780	62	5	the	the	DET
cet-13780	62	6	wood	wood	NOUN
cet-13780	62	7	constituents	constituent	NOUN
cet-13780	62	8	was	be	AUX
cet-13780	62	9	considered	consider	VERB
cet-13780	62	10	as	as	ADP
cet-13780	62	11	pure	pure	ADJ
cet-13780	62	12	carbon	carbon	NOUN
cet-13780	62	13	.	.	PUNCT
cet-13780	63	1	tar	tar	NOUN
cet-13780	63	2	molecular	molecular	ADJ
cet-13780	63	3	formula	formula	NOUN
cet-13780	63	4	was	be	AUX
cet-13780	63	5	approximated	approximate	VERB
cet-13780	63	6	to	to	PART
cet-13780	63	7	𝐶6𝐻6.2𝑂0.2	𝐶6𝐻6.2𝑂0.2	VERB
cet-13780	63	8	in	in	ADP
cet-13780	63	9	accordance	accordance	NOUN
cet-13780	63	10	with	with	ADP
cet-13780	63	11	thunman	thunman	NOUN
cet-13780	63	12	(	(	PUNCT
cet-13780	63	13	thunman	thunman	NOUN
cet-13780	63	14	h	h	NOUN
cet-13780	63	15	,	,	PUNCT
cet-13780	63	16	2011	2011	NUM
cet-13780	63	17	)	)	PUNCT
cet-13780	63	18	.	.	PUNCT
cet-13780	64	1	the	the	DET
cet-13780	64	2	proportion	proportion	NOUN
cet-13780	64	3	of	of	ADP
cet-13780	64	4	wood	wood	NOUN
cet-13780	64	5	constituents	constituent	NOUN
cet-13780	64	6	,	,	PUNCT
cet-13780	64	7	cellulose	cellulose	NOUN
cet-13780	64	8	,	,	PUNCT
cet-13780	64	9	hemicellulose	hemicellulose	NOUN
cet-13780	64	10	and	and	CCONJ
cet-13780	64	11	lignin	lignin	NOUN
cet-13780	64	12	in	in	ADP
cet-13780	64	13	table	table	NOUN
cet-13780	64	14	1	1	NUM
cet-13780	64	15	(	(	PUNCT
cet-13780	64	16	tillman	tillman	NOUN
cet-13780	64	17	da	da	PROPN
cet-13780	64	18	,	,	PUNCT
cet-13780	64	19	1981	1981	NUM
cet-13780	64	20	)	)	PUNCT
cet-13780	64	21	was	be	AUX
cet-13780	64	22	used	use	VERB
cet-13780	64	23	to	to	PART
cet-13780	64	24	determine	determine	VERB
cet-13780	64	25	the	the	DET
cet-13780	64	26	char	char	NOUN
cet-13780	64	27	and	and	CCONJ
cet-13780	64	28	volatiles	volatile	NOUN
cet-13780	64	29	yield	yield	NOUN
cet-13780	64	30	(	(	PUNCT
cet-13780	64	31	eq	eq	NOUN
cet-13780	64	32	.	.	PROPN
cet-13780	64	33	4	4	NUM
cet-13780	64	34	and	and	CCONJ
cet-13780	64	35	eq	eq	NOUN
cet-13780	64	36	.	.	PROPN
cet-13780	64	37	5	5	NUM
cet-13780	64	38	)	)	PUNCT
cet-13780	64	39	.	.	PUNCT
cet-13780	65	1	𝑌𝑐ℎ𝑎𝑟,𝑎𝑠ℎ−𝑓𝑟𝑒𝑒	𝑌𝑐ℎ𝑎𝑟,𝑎𝑠ℎ−𝑓𝑟𝑒𝑒	X
cet-13780	66	1	=	=	PUNCT
cet-13780	66	2	𝑌𝑐𝑒𝑙𝑙𝑢𝑙𝑜𝑠𝑒𝑌𝑐ℎ𝑎𝑟	𝑌𝑐𝑒𝑙𝑙𝑢𝑙𝑜𝑠𝑒𝑌𝑐ℎ𝑎𝑟	PROPN
cet-13780	66	3	+	+	CCONJ
cet-13780	66	4	𝑌ℎ𝑒𝑚𝑖𝑐𝑒𝑙𝑙𝑢𝑙𝑜𝑠𝑒𝛾𝑐ℎ𝑎𝑟	𝑌ℎ𝑒𝑚𝑖𝑐𝑒𝑙𝑙𝑢𝑙𝑜𝑠𝑒𝛾𝑐ℎ𝑎𝑟	PROPN
cet-13780	66	5	+	+	CCONJ
cet-13780	66	6	𝑌𝑙𝑖𝑔𝑛𝑖𝑛𝑓𝑐ℎ𝑎𝑟	𝑌𝑙𝑖𝑔𝑛𝑖𝑛𝑓𝑐ℎ𝑎𝑟	PROPN
cet-13780	66	7	eq	eq	NOUN
cet-13780	66	8	.	.	PROPN
cet-13780	66	9	4	4	NUM
cet-13780	66	10	𝑌𝑣𝑜𝑙	𝑌𝑣𝑜𝑙	NOUN
cet-13780	66	11	=	=	NOUN
cet-13780	67	1	1	1	NUM
cet-13780	67	2	−	−	PROPN
cet-13780	67	3	𝑌𝑐ℎ𝑎𝑟,𝑎𝑠ℎ−𝑓𝑟𝑒𝑒	𝑌𝑐ℎ𝑎𝑟,𝑎𝑠ℎ−𝑓𝑟𝑒𝑒	PROPN
cet-13780	68	1	eq	eq	NOUN
cet-13780	68	2	.	.	PROPN
cet-13780	68	3	5	5	NUM
cet-13780	68	4	249	249	NUM
cet-13780	68	5	table	table	NOUN
cet-13780	68	6	1	1	NUM
cet-13780	68	7	:	:	PUNCT
cet-13780	68	8	proportion	proportion	NOUN
cet-13780	68	9	of	of	ADP
cet-13780	68	10	the	the	DET
cet-13780	68	11	constituents	constituent	NOUN
cet-13780	68	12	and	and	CCONJ
cet-13780	68	13	fractional	fractional	ADJ
cet-13780	68	14	char	char	NOUN
cet-13780	68	15	yield	yield	NOUN
cet-13780	68	16	(	(	PUNCT
cet-13780	68	17	tillman	tillman	NOUN
cet-13780	68	18	,	,	PUNCT
cet-13780	68	19	2011	2011	NUM
cet-13780	68	20	)	)	PUNCT
cet-13780	68	21	biomass	biomass	NOUN
cet-13780	68	22	constituents	constituent	NOUN
cet-13780	68	23	cellulose	cellulose	NOUN
cet-13780	68	24	hemicellulose	hemicellulose	PROPN
cet-13780	68	25	lignin	lignin	PROPN
cet-13780	68	26	fractional	fractional	PROPN
cet-13780	68	27	char	char	NOUN
cet-13780	68	28	yield	yield	VERB
cet-13780	68	29	0.05	0.05	NUM
cet-13780	68	30	0.10	0.10	NUM
cet-13780	68	31	0.55	0.55	NUM
cet-13780	68	32	proportion	proportion	NOUN
cet-13780	68	33	0.43	0.43	NUM
cet-13780	68	34	0.35	0.35	NUM
cet-13780	68	35	0.22	0.22	NUM
cet-13780	68	36	the	the	DET
cet-13780	68	37	oxidation	oxidation	NOUN
cet-13780	68	38	model	model	NOUN
cet-13780	68	39	is	be	AUX
cet-13780	68	40	the	the	DET
cet-13780	68	41	result	result	NOUN
cet-13780	68	42	of	of	ADP
cet-13780	68	43	the	the	DET
cet-13780	68	44	combination	combination	NOUN
cet-13780	68	45	of	of	ADP
cet-13780	68	46	the	the	DET
cet-13780	68	47	heat	heat	NOUN
cet-13780	68	48	and	and	CCONJ
cet-13780	68	49	material	material	NOUN
cet-13780	68	50	balance	balance	NOUN
cet-13780	68	51	.	.	PUNCT
cet-13780	69	1	the	the	DET
cet-13780	69	2	heat	heat	NOUN
cet-13780	69	3	balance	balance	NOUN
cet-13780	69	4	was	be	AUX
cet-13780	69	5	calculated	calculate	VERB
cet-13780	69	6	using	use	VERB
cet-13780	69	7	an	an	DET
cet-13780	69	8	ann	ann	PROPN
cet-13780	69	9	that	that	PRON
cet-13780	69	10	received	receive	VERB
cet-13780	69	11	tr5	tr5	PROPN
cet-13780	69	12	time	time	NOUN
cet-13780	69	13	series	series	PROPN
cet-13780	69	14	as	as	ADP
cet-13780	69	15	an	an	DET
cet-13780	69	16	input	input	NOUN
cet-13780	69	17	and	and	CCONJ
cet-13780	69	18	provided	provide	VERB
cet-13780	69	19	the	the	DET
cet-13780	69	20	oxidation	oxidation	NOUN
cet-13780	69	21	zone	zone	NOUN
cet-13780	69	22	temperature	temperature	NOUN
cet-13780	69	23	profile	profile	NOUN
cet-13780	69	24	as	as	ADP
cet-13780	69	25	an	an	DET
cet-13780	69	26	output	output	NOUN
cet-13780	69	27	.	.	PUNCT
cet-13780	70	1	the	the	DET
cet-13780	70	2	char	char	NOUN
cet-13780	70	3	reaction	reaction	NOUN
cet-13780	70	4	rate	rate	NOUN
cet-13780	70	5	was	be	AUX
cet-13780	70	6	calculated	calculate	VERB
cet-13780	70	7	considering	consider	VERB
cet-13780	70	8	the	the	DET
cet-13780	70	9	system	system	NOUN
cet-13780	70	10	as	as	ADP
cet-13780	70	11	a	a	DET
cet-13780	70	12	semi	semi	ADJ
cet-13780	70	13	-	-	ADJ
cet-13780	70	14	batch	batch	ADJ
cet-13780	70	15	reactor	reactor	NOUN
cet-13780	70	16	,	,	PUNCT
cet-13780	70	17	since	since	SCONJ
cet-13780	70	18	the	the	DET
cet-13780	70	19	char	char	NOUN
cet-13780	70	20	is	be	AUX
cet-13780	70	21	already	already	ADV
cet-13780	70	22	loaded	load	VERB
cet-13780	70	23	into	into	ADP
cet-13780	70	24	the	the	DET
cet-13780	70	25	control	control	NOUN
cet-13780	70	26	volume	volume	NOUN
cet-13780	70	27	and	and	CCONJ
cet-13780	70	28	the	the	DET
cet-13780	70	29	airflow	airflow	NOUN
cet-13780	70	30	is	be	AUX
cet-13780	70	31	fed	feed	VERB
cet-13780	70	32	continuously	continuously	ADV
cet-13780	70	33	at	at	ADP
cet-13780	70	34	constant	constant	ADJ
cet-13780	70	35	flow	flow	NOUN
cet-13780	70	36	.	.	PUNCT
cet-13780	71	1	the	the	DET
cet-13780	71	2	reaction	reaction	NOUN
cet-13780	71	3	rate	rate	NOUN
cet-13780	71	4	for	for	ADP
cet-13780	71	5	the	the	DET
cet-13780	71	6	h2	h2	NOUN
cet-13780	71	7	was	be	AUX
cet-13780	71	8	calculated	calculate	VERB
cet-13780	71	9	considering	consider	VERB
cet-13780	71	10	the	the	DET
cet-13780	71	11	reaction	reaction	NOUN
cet-13780	71	12	occurring	occur	VERB
cet-13780	71	13	in	in	ADP
cet-13780	71	14	a	a	DET
cet-13780	71	15	continuous	continuous	ADJ
cet-13780	71	16	flow	flow	NOUN
cet-13780	71	17	system	system	NOUN
cet-13780	71	18	.	.	PUNCT
cet-13780	72	1	the	the	DET
cet-13780	72	2	h2	h2	PROPN
cet-13780	72	3	and	and	CCONJ
cet-13780	72	4	char	char	NOUN
cet-13780	72	5	reaction	reaction	NOUN
cet-13780	72	6	rates	rate	NOUN
cet-13780	72	7	were	be	AUX
cet-13780	72	8	used	use	VERB
cet-13780	72	9	to	to	PART
cet-13780	72	10	calculate	calculate	VERB
cet-13780	72	11	the	the	DET
cet-13780	72	12	output	output	NOUN
cet-13780	72	13	moles	mole	NOUN
cet-13780	72	14	of	of	ADP
cet-13780	72	15	non	non	ADJ
cet-13780	72	16	-	-	ADJ
cet-13780	72	17	reacted	reacted	ADJ
cet-13780	72	18	hydrogen	hydrogen	NOUN
cet-13780	72	19	and	and	CCONJ
cet-13780	72	20	char	char	NOUN
cet-13780	72	21	and	and	CCONJ
cet-13780	72	22	the	the	DET
cet-13780	72	23	produced	produce	VERB
cet-13780	72	24	carbon	carbon	NOUN
cet-13780	72	25	monoxide	monoxide	NOUN
cet-13780	72	26	,	,	PUNCT
cet-13780	72	27	carbon	carbon	NOUN
cet-13780	72	28	dioxide	dioxide	NOUN
cet-13780	72	29	and	and	CCONJ
cet-13780	72	30	water	water	NOUN
cet-13780	72	31	.	.	PUNCT
cet-13780	73	1	the	the	DET
cet-13780	73	2	final	final	ADJ
cet-13780	73	3	composition	composition	NOUN
cet-13780	73	4	of	of	ADP
cet-13780	73	5	the	the	DET
cet-13780	73	6	gas	gas	NOUN
cet-13780	73	7	was	be	AUX
cet-13780	73	8	calculated	calculate	VERB
cet-13780	73	9	in	in	ADP
cet-13780	73	10	matlab	matlab	PROPN
cet-13780	73	11	as	as	ADP
cet-13780	73	12	the	the	DET
cet-13780	73	13	sum	sum	NOUN
cet-13780	73	14	of	of	ADP
cet-13780	73	15	the	the	DET
cet-13780	73	16	gases	gas	NOUN
cet-13780	73	17	produced	produce	VERB
cet-13780	73	18	in	in	ADP
cet-13780	73	19	the	the	DET
cet-13780	73	20	pyrolysis	pyrolysis	NOUN
cet-13780	73	21	zone	zone	NOUN
cet-13780	73	22	,	,	PUNCT
cet-13780	73	23	those	those	PRON
cet-13780	73	24	not	not	PART
cet-13780	73	25	reacted	react	VERB
cet-13780	73	26	in	in	ADP
cet-13780	73	27	the	the	DET
cet-13780	73	28	oxidation	oxidation	NOUN
cet-13780	73	29	zone	zone	NOUN
cet-13780	73	30	,	,	PUNCT
cet-13780	73	31	and	and	CCONJ
cet-13780	73	32	those	those	PRON
cet-13780	73	33	produced	produce	VERB
cet-13780	73	34	by	by	ADP
cet-13780	73	35	the	the	DET
cet-13780	73	36	oxidation	oxidation	NOUN
cet-13780	73	37	reactions	reaction	NOUN
cet-13780	73	38	.	.	PUNCT
cet-13780	74	1	finally	finally	ADV
cet-13780	74	2	,	,	PUNCT
cet-13780	74	3	the	the	DET
cet-13780	74	4	reduction	reduction	NOUN
cet-13780	74	5	zone	zone	NOUN
cet-13780	74	6	was	be	AUX
cet-13780	74	7	modelled	model	VERB
cet-13780	74	8	considering	consider	VERB
cet-13780	74	9	the	the	DET
cet-13780	74	10	material	material	NOUN
cet-13780	74	11	and	and	CCONJ
cet-13780	74	12	the	the	DET
cet-13780	74	13	heat	heat	NOUN
cet-13780	74	14	balance	balance	NOUN
cet-13780	74	15	from	from	ADP
cet-13780	74	16	the	the	DET
cet-13780	74	17	top	top	ADJ
cet-13780	74	18	char	char	NOUN
cet-13780	74	19	layer	layer	NOUN
cet-13780	74	20	(	(	PUNCT
cet-13780	74	21	tr6	tr6	PROPN
cet-13780	74	22	)	)	PUNCT
cet-13780	74	23	and	and	CCONJ
cet-13780	74	24	the	the	DET
cet-13780	74	25	top	top	NOUN
cet-13780	74	26	of	of	ADP
cet-13780	74	27	the	the	DET
cet-13780	74	28	reactor	reactor	NOUN
cet-13780	74	29	.	.	PUNCT
cet-13780	75	1	the	the	DET
cet-13780	75	2	products	product	NOUN
cet-13780	75	3	exiting	exit	VERB
cet-13780	75	4	the	the	DET
cet-13780	75	5	oxidation	oxidation	NOUN
cet-13780	75	6	zone	zone	NOUN
cet-13780	75	7	,	,	PUNCT
cet-13780	75	8	the	the	DET
cet-13780	75	9	gases	gas	NOUN
cet-13780	75	10	generated	generate	VERB
cet-13780	75	11	in	in	ADP
cet-13780	75	12	the	the	DET
cet-13780	75	13	pyrolysis	pyrolysis	NOUN
cet-13780	75	14	zone	zone	NOUN
cet-13780	75	15	and	and	CCONJ
cet-13780	75	16	not	not	PART
cet-13780	75	17	combusted	combust	VERB
cet-13780	75	18	,	,	PUNCT
cet-13780	75	19	and	and	CCONJ
cet-13780	75	20	the	the	DET
cet-13780	75	21	top	top	ADJ
cet-13780	75	22	char	char	NOUN
cet-13780	75	23	layer	layer	NOUN
cet-13780	75	24	were	be	AUX
cet-13780	75	25	considered	consider	VERB
cet-13780	75	26	as	as	ADP
cet-13780	75	27	the	the	DET
cet-13780	75	28	inputs	input	NOUN
cet-13780	75	29	of	of	ADP
cet-13780	75	30	the	the	DET
cet-13780	75	31	model	model	NOUN
cet-13780	75	32	.	.	PUNCT
cet-13780	76	1	the	the	DET
cet-13780	76	2	composition	composition	NOUN
cet-13780	76	3	of	of	ADP
cet-13780	76	4	the	the	DET
cet-13780	76	5	producer	producer	NOUN
cet-13780	76	6	gas	gas	NOUN
cet-13780	76	7	was	be	AUX
cet-13780	76	8	determined	determine	VERB
cet-13780	76	9	by	by	ADP
cet-13780	76	10	the	the	DET
cet-13780	76	11	stoichiometric	stoichiometric	PROPN
cet-13780	76	12	equilibrium	equilibrium	NOUN
cet-13780	76	13	model	model	NOUN
cet-13780	76	14	proposed	propose	VERB
cet-13780	76	15	by	by	ADP
cet-13780	76	16	sharma	sharma	PROPN
cet-13780	76	17	(	(	PUNCT
cet-13780	76	18	sharma	sharma	PROPN
cet-13780	76	19	a.	a.	PROPN
cet-13780	76	20	k.	k.	PROPN
cet-13780	76	21	,	,	PUNCT
cet-13780	76	22	2008	2008	NUM
cet-13780	76	23	)	)	PUNCT
cet-13780	76	24	.	.	PUNCT
cet-13780	77	1	the	the	DET
cet-13780	77	2	use	use	NOUN
cet-13780	77	3	of	of	ADP
cet-13780	77	4	biomass	biomass	NOUN
cet-13780	77	5	previously	previously	ADV
cet-13780	77	6	torrefied	torrefy	VERB
cet-13780	77	7	permits	permit	NOUN
cet-13780	77	8	to	to	PART
cet-13780	77	9	operate	operate	VERB
cet-13780	77	10	at	at	ADP
cet-13780	77	11	lower	low	ADJ
cet-13780	77	12	temperatures	temperature	NOUN
cet-13780	77	13	,	,	PUNCT
cet-13780	77	14	hence	hence	ADV
cet-13780	77	15	the	the	DET
cet-13780	77	16	maximum	maximum	ADJ
cet-13780	77	17	temperature	temperature	NOUN
cet-13780	77	18	inside	inside	ADP
cet-13780	77	19	the	the	DET
cet-13780	77	20	reactor	reactor	NOUN
cet-13780	77	21	is	be	AUX
cet-13780	77	22	lower	low	ADJ
cet-13780	77	23	compared	compare	VERB
cet-13780	77	24	to	to	ADP
cet-13780	77	25	other	other	ADJ
cet-13780	77	26	gasification	gasification	NOUN
cet-13780	77	27	processes	process	NOUN
cet-13780	77	28	.	.	PUNCT
cet-13780	78	1	for	for	ADP
cet-13780	78	2	this	this	DET
cet-13780	78	3	reason	reason	NOUN
cet-13780	78	4	,	,	PUNCT
cet-13780	78	5	the	the	DET
cet-13780	78	6	production	production	NOUN
cet-13780	78	7	of	of	ADP
cet-13780	78	8	methane	methane	NOUN
cet-13780	78	9	is	be	AUX
cet-13780	78	10	not	not	PART
cet-13780	78	11	favored	favor	VERB
cet-13780	78	12	and	and	CCONJ
cet-13780	78	13	the	the	DET
cet-13780	78	14	reactions	reaction	NOUN
cet-13780	78	15	involving	involve	VERB
cet-13780	78	16	this	this	DET
cet-13780	78	17	compound	compound	NOUN
cet-13780	78	18	were	be	AUX
cet-13780	78	19	neglected	neglect	VERB
cet-13780	78	20	.	.	PUNCT
cet-13780	79	1	r1	r1	PROPN
cet-13780	79	2	-	-	PUNCT
cet-13780	79	3	r2	r2	PROPN
cet-13780	79	4	were	be	AUX
cet-13780	79	5	considered	consider	VERB
cet-13780	79	6	as	as	ADP
cet-13780	79	7	representative	representative	ADJ
cet-13780	79	8	reactions	reaction	NOUN
cet-13780	79	9	of	of	ADP
cet-13780	79	10	the	the	DET
cet-13780	79	11	reduction	reduction	NOUN
cet-13780	79	12	zone	zone	NOUN
cet-13780	79	13	.	.	PUNCT
cet-13780	80	1	c	c	X
cet-13780	81	1	+	+	CCONJ
cet-13780	81	2	co2	co2	VERB
cet-13780	81	3	↔	↔	PROPN
cet-13780	81	4	2co	2co	NOUN
cet-13780	81	5	r1	r1	PROPN
cet-13780	81	6	c	c	PROPN
cet-13780	82	1	+	+	CCONJ
cet-13780	82	2	h2o	h2o	PROPN
cet-13780	83	1	↔	↔	PROPN
cet-13780	83	2	co	co	NOUN
cet-13780	83	3	+	+	PROPN
cet-13780	83	4	h2	h2	NOUN
cet-13780	83	5	r2	r2	NOUN
cet-13780	83	6	the	the	DET
cet-13780	83	7	producer	producer	NOUN
cet-13780	83	8	gas	gas	NOUN
cet-13780	83	9	composition	composition	NOUN
cet-13780	83	10	was	be	AUX
cet-13780	83	11	obtained	obtain	VERB
cet-13780	83	12	from	from	ADP
cet-13780	83	13	the	the	DET
cet-13780	83	14	solution	solution	NOUN
cet-13780	83	15	of	of	ADP
cet-13780	83	16	the	the	DET
cet-13780	83	17	material	material	NOUN
cet-13780	83	18	balances	balance	NOUN
cet-13780	83	19	and	and	CCONJ
cet-13780	83	20	the	the	DET
cet-13780	83	21	equilibrium	equilibrium	NOUN
cet-13780	83	22	constants	constant	NOUN
cet-13780	83	23	in	in	ADP
cet-13780	83	24	terms	term	NOUN
cet-13780	83	25	of	of	ADP
cet-13780	83	26	gibbs	gibbs	PROPN
cet-13780	83	27	function	function	NOUN
cet-13780	83	28	for	for	ADP
cet-13780	83	29	each	each	DET
cet-13780	83	30	constituent	constituent	NOUN
cet-13780	83	31	(	(	PUNCT
cet-13780	83	32	burcat	burcat	NOUN
cet-13780	83	33	,	,	PUNCT
cet-13780	83	34	1984	1984	NUM
cet-13780	83	35	)	)	PUNCT
cet-13780	83	36	.	.	PUNCT
cet-13780	84	1	the	the	DET
cet-13780	84	2	system	system	NOUN
cet-13780	84	3	of	of	ADP
cet-13780	84	4	non	non	ADJ
cet-13780	84	5	-	-	ADJ
cet-13780	84	6	linear	linear	ADJ
cet-13780	84	7	equations	equation	NOUN
cet-13780	84	8	was	be	AUX
cet-13780	84	9	solved	solve	VERB
cet-13780	84	10	in	in	ADP
cet-13780	84	11	matlab	matlab	PROPN
cet-13780	84	12	.	.	PUNCT
cet-13780	85	1	3	3	NUM
cet-13780	85	2	.	.	NOUN
cet-13780	85	3	results	result	NOUN
cet-13780	85	4	and	and	CCONJ
cet-13780	85	5	discussion	discussion	NOUN
cet-13780	85	6	figure	figure	NOUN
cet-13780	85	7	3	3	NUM
cet-13780	85	8	shows	show	VERB
cet-13780	85	9	the	the	DET
cet-13780	85	10	outputs	output	NOUN
cet-13780	85	11	of	of	ADP
cet-13780	85	12	the	the	DET
cet-13780	85	13	reduction	reduction	NOUN
cet-13780	85	14	zone	zone	NOUN
cet-13780	85	15	which	which	PRON
cet-13780	85	16	are	be	AUX
cet-13780	85	17	the	the	DET
cet-13780	85	18	sum	sum	NOUN
cet-13780	85	19	of	of	ADP
cet-13780	85	20	all	all	DET
cet-13780	85	21	the	the	DET
cet-13780	85	22	compounds	compound	NOUN
cet-13780	85	23	produced	produce	VERB
cet-13780	85	24	during	during	ADP
cet-13780	85	25	the	the	DET
cet-13780	85	26	entire	entire	ADJ
cet-13780	85	27	process	process	NOUN
cet-13780	85	28	.	.	PUNCT
cet-13780	86	1	the	the	DET
cet-13780	86	2	plot	plot	NOUN
cet-13780	86	3	does	do	AUX
cet-13780	86	4	not	not	PART
cet-13780	86	5	include	include	VERB
cet-13780	86	6	the	the	DET
cet-13780	86	7	start	start	VERB
cet-13780	86	8	-	-	PUNCT
cet-13780	86	9	up	up	ADP
cet-13780	86	10	process	process	NOUN
cet-13780	86	11	and	and	CCONJ
cet-13780	86	12	it	it	PRON
cet-13780	86	13	illustrates	illustrate	VERB
cet-13780	86	14	the	the	DET
cet-13780	86	15	gas	gas	NOUN
cet-13780	86	16	composition	composition	NOUN
cet-13780	86	17	during	during	ADP
cet-13780	86	18	the	the	DET
cet-13780	86	19	core	core	ADJ
cet-13780	86	20	part	part	NOUN
cet-13780	86	21	of	of	ADP
cet-13780	86	22	the	the	DET
cet-13780	86	23	gasification	gasification	NOUN
cet-13780	86	24	.	.	PUNCT
cet-13780	87	1	all	all	DET
cet-13780	87	2	the	the	DET
cet-13780	87	3	products	product	NOUN
cet-13780	87	4	exiting	exit	VERB
cet-13780	87	5	from	from	ADP
cet-13780	87	6	an	an	DET
cet-13780	87	7	initial	initial	ADJ
cet-13780	87	8	previous	previous	ADJ
cet-13780	87	9	zone	zone	NOUN
cet-13780	87	10	enter	enter	VERB
cet-13780	87	11	the	the	DET
cet-13780	87	12	following	following	NOUN
cet-13780	87	13	and	and	CCONJ
cet-13780	87	14	react	react	VERB
cet-13780	87	15	in	in	ADP
cet-13780	87	16	those	those	DET
cet-13780	87	17	local	local	ADJ
cet-13780	87	18	conditions	condition	NOUN
cet-13780	87	19	.	.	PUNCT
cet-13780	88	1	a	a	DET
cet-13780	88	2	sharp	sharp	ADJ
cet-13780	88	3	step	step	NOUN
cet-13780	88	4	at	at	ADP
cet-13780	88	5	the	the	DET
cet-13780	88	6	time	time	NOUN
cet-13780	88	7	equal	equal	ADJ
cet-13780	88	8	to	to	ADP
cet-13780	88	9	7300	7300	NUM
cet-13780	88	10	s	s	NOUN
cet-13780	88	11	is	be	AUX
cet-13780	88	12	shown	show	VERB
cet-13780	88	13	.	.	PUNCT
cet-13780	89	1	it	it	PRON
cet-13780	89	2	corresponds	correspond	VERB
cet-13780	89	3	to	to	ADP
cet-13780	89	4	the	the	DET
cet-13780	89	5	stop	stop	NOUN
cet-13780	89	6	of	of	ADP
cet-13780	89	7	the	the	DET
cet-13780	89	8	airflow	airflow	NOUN
cet-13780	89	9	and	and	CCONJ
cet-13780	89	10	the	the	DET
cet-13780	89	11	consequent	consequent	ADJ
cet-13780	89	12	end	end	NOUN
cet-13780	89	13	of	of	ADP
cet-13780	89	14	the	the	DET
cet-13780	89	15	oxidation	oxidation	NOUN
cet-13780	89	16	reactions	reaction	NOUN
cet-13780	89	17	.	.	PUNCT
cet-13780	90	1	not	not	PART
cet-13780	90	2	being	be	AUX
cet-13780	90	3	consumed	consume	VERB
cet-13780	90	4	anymore	anymore	ADV
cet-13780	90	5	in	in	ADP
cet-13780	90	6	the	the	DET
cet-13780	90	7	oxidation	oxidation	NOUN
cet-13780	90	8	zone	zone	NOUN
cet-13780	90	9	,	,	PUNCT
cet-13780	90	10	the	the	DET
cet-13780	90	11	hydrogen	hydrogen	NOUN
cet-13780	90	12	produced	produce	VERB
cet-13780	90	13	in	in	ADP
cet-13780	90	14	the	the	DET
cet-13780	90	15	pyrolysis	pyrolysis	NOUN
cet-13780	90	16	zone	zone	NOUN
cet-13780	90	17	is	be	AUX
cet-13780	90	18	expected	expect	VERB
cet-13780	90	19	to	to	PART
cet-13780	90	20	diffuse	diffuse	VERB
cet-13780	90	21	through	through	ADP
cet-13780	90	22	the	the	DET
cet-13780	90	23	char	char	NOUN
cet-13780	90	24	layer	layer	NOUN
cet-13780	90	25	and	and	CCONJ
cet-13780	90	26	reach	reach	VERB
cet-13780	90	27	the	the	DET
cet-13780	90	28	reduction	reduction	NOUN
cet-13780	90	29	zone	zone	NOUN
cet-13780	90	30	,	,	PUNCT
cet-13780	90	31	as	as	SCONJ
cet-13780	90	32	shown	show	VERB
cet-13780	90	33	in	in	ADP
cet-13780	90	34	the	the	DET
cet-13780	90	35	last	last	ADJ
cet-13780	90	36	part	part	NOUN
cet-13780	90	37	of	of	ADP
cet-13780	90	38	figure	figure	NOUN
cet-13780	90	39	3	3	NUM
cet-13780	90	40	.	.	PUNCT
cet-13780	90	41	figure	figure	NOUN
cet-13780	90	42	3	3	NUM
cet-13780	90	43	.	.	PUNCT
cet-13780	90	44	distribution	distribution	NOUN
cet-13780	90	45	of	of	ADP
cet-13780	90	46	the	the	DET
cet-13780	90	47	molar	molar	ADJ
cet-13780	90	48	composition	composition	NOUN
cet-13780	90	49	of	of	ADP
cet-13780	90	50	the	the	DET
cet-13780	90	51	simulated	simulate	VERB
cet-13780	90	52	producer	producer	NOUN
cet-13780	90	53	gas	gas	NOUN
cet-13780	90	54	over	over	ADP
cet-13780	90	55	time	time	NOUN
cet-13780	90	56	(	(	PUNCT
cet-13780	90	57	s	s	NOUN
cet-13780	90	58	)	)	PUNCT
cet-13780	90	59	250	250	NUM
cet-13780	90	60	the	the	DET
cet-13780	90	61	data	datum	NOUN
cet-13780	90	62	obtained	obtain	VERB
cet-13780	90	63	by	by	ADP
cet-13780	90	64	solving	solve	VERB
cet-13780	90	65	the	the	DET
cet-13780	90	66	gasification	gasification	NOUN
cet-13780	90	67	model	model	NOUN
cet-13780	90	68	have	have	AUX
cet-13780	90	69	been	be	AUX
cet-13780	90	70	compared	compare	VERB
cet-13780	90	71	to	to	ADP
cet-13780	90	72	the	the	DET
cet-13780	90	73	experimental	experimental	ADJ
cet-13780	90	74	data	datum	NOUN
cet-13780	90	75	obtained	obtain	VERB
cet-13780	90	76	during	during	ADP
cet-13780	90	77	the	the	DET
cet-13780	90	78	experimental	experimental	ADJ
cet-13780	90	79	campaign	campaign	NOUN
cet-13780	90	80	(	(	PUNCT
cet-13780	90	81	suzuki	suzuki	PROPN
cet-13780	90	82	et	et	PROPN
cet-13780	90	83	al	al	PROPN
cet-13780	90	84	.	.	PROPN
cet-13780	90	85	2020	2020	NUM
cet-13780	90	86	)	)	PUNCT
cet-13780	90	87	.	.	PUNCT
cet-13780	91	1	the	the	DET
cet-13780	91	2	differences	difference	NOUN
cet-13780	91	3	in	in	ADP
cet-13780	91	4	the	the	DET
cet-13780	91	5	results	result	NOUN
cet-13780	91	6	can	can	AUX
cet-13780	91	7	be	be	AUX
cet-13780	91	8	attributed	attribute	VERB
cet-13780	91	9	to	to	ADP
cet-13780	91	10	the	the	DET
cet-13780	91	11	assumption	assumption	NOUN
cet-13780	91	12	of	of	ADP
cet-13780	91	13	being	be	AUX
cet-13780	91	14	able	able	ADJ
cet-13780	91	15	to	to	PART
cet-13780	91	16	reach	reach	VERB
cet-13780	91	17	the	the	DET
cet-13780	91	18	thermodynamic	thermodynamic	ADJ
cet-13780	91	19	equilibrium	equilibrium	NOUN
cet-13780	91	20	that	that	PRON
cet-13780	91	21	is	be	AUX
cet-13780	91	22	considered	consider	VERB
cet-13780	91	23	valid	valid	ADJ
cet-13780	91	24	in	in	ADP
cet-13780	91	25	each	each	DET
cet-13780	91	26	part	part	NOUN
cet-13780	91	27	of	of	ADP
cet-13780	91	28	the	the	DET
cet-13780	91	29	reactor	reactor	NOUN
cet-13780	91	30	.	.	PUNCT
cet-13780	92	1	this	this	DET
cet-13780	92	2	assumption	assumption	NOUN
cet-13780	92	3	can	can	AUX
cet-13780	92	4	be	be	AUX
cet-13780	92	5	considered	consider	VERB
cet-13780	92	6	a	a	DET
cet-13780	92	7	good	good	ADJ
cet-13780	92	8	approximation	approximation	NOUN
cet-13780	92	9	both	both	CCONJ
cet-13780	92	10	in	in	ADP
cet-13780	92	11	the	the	DET
cet-13780	92	12	oxidation	oxidation	NOUN
cet-13780	92	13	and	and	CCONJ
cet-13780	92	14	reduction	reduction	NOUN
cet-13780	92	15	zone	zone	NOUN
cet-13780	92	16	.	.	PUNCT
cet-13780	93	1	in	in	ADP
cet-13780	93	2	fact	fact	NOUN
cet-13780	93	3	,	,	PUNCT
cet-13780	93	4	the	the	DET
cet-13780	93	5	partial	partial	ADJ
cet-13780	93	6	combustion	combustion	NOUN
cet-13780	93	7	is	be	AUX
cet-13780	93	8	a	a	DET
cet-13780	93	9	very	very	ADV
cet-13780	93	10	fast	fast	ADJ
cet-13780	93	11	reaction	reaction	NOUN
cet-13780	93	12	,	,	PUNCT
cet-13780	93	13	and	and	CCONJ
cet-13780	93	14	it	it	PRON
cet-13780	93	15	is	be	AUX
cet-13780	93	16	reasonable	reasonable	ADJ
cet-13780	93	17	that	that	SCONJ
cet-13780	93	18	it	it	PRON
cet-13780	93	19	achieves	achieve	VERB
cet-13780	93	20	the	the	DET
cet-13780	93	21	equilibrium	equilibrium	NOUN
cet-13780	93	22	.	.	PUNCT
cet-13780	94	1	the	the	DET
cet-13780	94	2	reduction	reduction	NOUN
cet-13780	94	3	reactions	reaction	NOUN
cet-13780	94	4	are	be	AUX
cet-13780	94	5	less	less	ADV
cet-13780	94	6	favoured	favour	VERB
cet-13780	94	7	,	,	PUNCT
cet-13780	94	8	however	however	ADV
cet-13780	94	9	,	,	PUNCT
cet-13780	94	10	the	the	DET
cet-13780	94	11	temperature	temperature	NOUN
cet-13780	94	12	at	at	ADP
cet-13780	94	13	the	the	DET
cet-13780	94	14	top	top	NOUN
cet-13780	94	15	of	of	ADP
cet-13780	94	16	the	the	DET
cet-13780	94	17	reactor	reactor	NOUN
cet-13780	94	18	is	be	AUX
cet-13780	94	19	sufficiently	sufficiently	ADV
cet-13780	94	20	high	high	ADJ
cet-13780	94	21	to	to	PART
cet-13780	94	22	assume	assume	VERB
cet-13780	94	23	that	that	SCONJ
cet-13780	94	24	the	the	DET
cet-13780	94	25	species	specie	NOUN
cet-13780	94	26	manage	manage	VERB
cet-13780	94	27	to	to	PART
cet-13780	94	28	achieve	achieve	VERB
cet-13780	94	29	the	the	DET
cet-13780	94	30	equilibrium	equilibrium	NOUN
cet-13780	94	31	as	as	ADV
cet-13780	94	32	well	well	ADV
cet-13780	94	33	.	.	PUNCT
cet-13780	95	1	on	on	ADP
cet-13780	95	2	the	the	DET
cet-13780	95	3	contrary	contrary	NOUN
cet-13780	95	4	,	,	PUNCT
cet-13780	95	5	the	the	DET
cet-13780	95	6	pyrolysis	pyrolysis	NOUN
cet-13780	95	7	reactions	reaction	NOUN
cet-13780	95	8	occur	occur	VERB
cet-13780	95	9	at	at	ADP
cet-13780	95	10	lower	low	ADJ
cet-13780	95	11	temperature	temperature	NOUN
cet-13780	95	12	and	and	CCONJ
cet-13780	95	13	the	the	DET
cet-13780	95	14	thermodynamic	thermodynamic	ADJ
cet-13780	95	15	equilibrium	equilibrium	NOUN
cet-13780	95	16	can	can	AUX
cet-13780	95	17	not	not	PART
cet-13780	95	18	be	be	AUX
cet-13780	95	19	considered	consider	VERB
cet-13780	95	20	.	.	PUNCT
cet-13780	96	1	for	for	ADP
cet-13780	96	2	this	this	DET
cet-13780	96	3	reason	reason	NOUN
cet-13780	96	4	,	,	PUNCT
cet-13780	96	5	an	an	DET
cet-13780	96	6	equilibrium	equilibrium	NOUN
cet-13780	96	7	deviation	deviation	NOUN
cet-13780	96	8	factor	factor	NOUN
cet-13780	96	9	,	,	PUNCT
cet-13780	96	10	ϵ	ϵ	X
cet-13780	96	11	,	,	PUNCT
cet-13780	96	12	was	be	AUX
cet-13780	96	13	considered	consider	VERB
cet-13780	96	14	for	for	ADP
cet-13780	96	15	adjusting	adjust	VERB
cet-13780	96	16	the	the	DET
cet-13780	96	17	quantity	quantity	NOUN
cet-13780	96	18	of	of	ADP
cet-13780	96	19	h2	h2	NOUN
cet-13780	96	20	produced	produce	VERB
cet-13780	96	21	in	in	ADP
cet-13780	96	22	the	the	DET
cet-13780	96	23	pyrolysis	pyrolysis	NOUN
cet-13780	96	24	zone	zone	NOUN
cet-13780	96	25	,	,	PUNCT
cet-13780	96	26	with	with	ADP
cet-13780	96	27	values	value	NOUN
cet-13780	96	28	between	between	ADP
cet-13780	96	29	0	0	NUM
cet-13780	96	30	and	and	CCONJ
cet-13780	96	31	1	1	NUM
cet-13780	96	32	which	which	PRON
cet-13780	96	33	indicates	indicate	VERB
cet-13780	96	34	how	how	SCONJ
cet-13780	96	35	close	close	ADJ
cet-13780	96	36	to	to	ADP
cet-13780	96	37	the	the	DET
cet-13780	96	38	equilibrium	equilibrium	NOUN
cet-13780	96	39	is	be	AUX
cet-13780	96	40	the	the	DET
cet-13780	96	41	h2	h2	NOUN
cet-13780	96	42	production	production	NOUN
cet-13780	96	43	.	.	PUNCT
cet-13780	97	1	figure	figure	NOUN
cet-13780	97	2	4	4	NUM
cet-13780	97	3	shows	show	VERB
cet-13780	97	4	the	the	DET
cet-13780	97	5	evolution	evolution	NOUN
cet-13780	97	6	of	of	ADP
cet-13780	97	7	the	the	DET
cet-13780	97	8	equilibrium	equilibrium	NOUN
cet-13780	97	9	factor	factor	NOUN
cet-13780	97	10	,	,	PUNCT
cet-13780	97	11	whose	whose	DET
cet-13780	97	12	value	value	NOUN
cet-13780	97	13	increases	increase	VERB
cet-13780	97	14	with	with	ADP
cet-13780	97	15	the	the	DET
cet-13780	97	16	increasing	increase	VERB
cet-13780	97	17	time	time	NOUN
cet-13780	97	18	.	.	PUNCT
cet-13780	98	1	the	the	DET
cet-13780	98	2	equilibrium	equilibrium	NOUN
cet-13780	98	3	deviation	deviation	NOUN
cet-13780	98	4	factor	factor	NOUN
cet-13780	98	5	trend	trend	NOUN
cet-13780	98	6	is	be	AUX
cet-13780	98	7	comparable	comparable	ADJ
cet-13780	98	8	to	to	ADP
cet-13780	98	9	a	a	DET
cet-13780	98	10	second	second	ADJ
cet-13780	98	11	order	order	NOUN
cet-13780	98	12	polynomial	polynomial	ADJ
cet-13780	98	13	expression	expression	NOUN
cet-13780	98	14	.	.	PUNCT
cet-13780	99	1	this	this	PRON
cet-13780	99	2	is	be	AUX
cet-13780	99	3	reasonable	reasonable	ADJ
cet-13780	99	4	,	,	PUNCT
cet-13780	99	5	since	since	SCONJ
cet-13780	99	6	it	it	PRON
cet-13780	99	7	is	be	AUX
cet-13780	99	8	expected	expect	VERB
cet-13780	99	9	a	a	DET
cet-13780	99	10	growth	growth	NOUN
cet-13780	99	11	of	of	ADP
cet-13780	99	12	the	the	DET
cet-13780	99	13	value	value	NOUN
cet-13780	99	14	in	in	ADP
cet-13780	99	15	the	the	DET
cet-13780	99	16	first	first	ADJ
cet-13780	99	17	part	part	NOUN
cet-13780	99	18	of	of	ADP
cet-13780	99	19	the	the	DET
cet-13780	99	20	process	process	NOUN
cet-13780	99	21	,	,	PUNCT
cet-13780	99	22	and	and	CCONJ
cet-13780	99	23	a	a	DET
cet-13780	99	24	following	follow	VERB
cet-13780	99	25	decrease	decrease	NOUN
cet-13780	99	26	due	due	ADP
cet-13780	99	27	to	to	ADP
cet-13780	99	28	the	the	DET
cet-13780	99	29	decrease	decrease	NOUN
cet-13780	99	30	of	of	ADP
cet-13780	99	31	the	the	DET
cet-13780	99	32	temperature	temperature	NOUN
cet-13780	99	33	at	at	ADP
cet-13780	99	34	the	the	DET
cet-13780	99	35	end	end	NOUN
cet-13780	99	36	of	of	ADP
cet-13780	99	37	the	the	DET
cet-13780	99	38	process	process	NOUN
cet-13780	99	39	.	.	PUNCT
cet-13780	100	1	figure	figure	VERB
cet-13780	100	2	4	4	NUM
cet-13780	100	3	.	.	PUNCT
cet-13780	101	1	variation	variation	NOUN
cet-13780	101	2	of	of	ADP
cet-13780	101	3	the	the	DET
cet-13780	101	4	equilibrium	equilibrium	NOUN
cet-13780	101	5	deviation	deviation	NOUN
cet-13780	101	6	factor	factor	NOUN
cet-13780	101	7	over	over	ADP
cet-13780	101	8	time	time	NOUN
cet-13780	101	9	(	(	PUNCT
cet-13780	101	10	s	s	X
cet-13780	101	11	)	)	PUNCT
cet-13780	101	12	after	after	ADP
cet-13780	101	13	tuning	tune	VERB
cet-13780	101	14	the	the	DET
cet-13780	101	15	pyrolysis	pyrolysis	NOUN
cet-13780	101	16	reactions	reaction	NOUN
cet-13780	102	1	,	,	PUNCT
cet-13780	102	2	the	the	DET
cet-13780	102	3	producer	producer	NOUN
cet-13780	102	4	gas	gas	NOUN
cet-13780	102	5	composition	composition	NOUN
cet-13780	102	6	(	(	PUNCT
cet-13780	102	7	shown	show	VERB
cet-13780	102	8	in	in	ADP
cet-13780	102	9	figure	figure	NOUN
cet-13780	102	10	5	5	NUM
cet-13780	102	11	)	)	PUNCT
cet-13780	102	12	presented	present	VERB
cet-13780	102	13	a	a	DET
cet-13780	102	14	trend	trend	NOUN
cet-13780	102	15	comparable	comparable	ADJ
cet-13780	102	16	to	to	ADP
cet-13780	102	17	that	that	PRON
cet-13780	102	18	obtained	obtain	VERB
cet-13780	102	19	during	during	ADP
cet-13780	102	20	the	the	DET
cet-13780	102	21	experiments	experiment	NOUN
cet-13780	102	22	(	(	PUNCT
cet-13780	102	23	suzuki	suzuki	PROPN
cet-13780	102	24	et	et	PROPN
cet-13780	102	25	al	al	PROPN
cet-13780	102	26	.	.	PROPN
cet-13780	102	27	2020	2020	NUM
cet-13780	102	28	)	)	PUNCT
cet-13780	102	29	.	.	PUNCT
cet-13780	103	1	the	the	DET
cet-13780	103	2	obtained	obtain	VERB
cet-13780	103	3	data	datum	NOUN
cet-13780	103	4	will	will	AUX
cet-13780	103	5	be	be	AUX
cet-13780	103	6	added	add	VERB
cet-13780	103	7	to	to	ADP
cet-13780	103	8	the	the	DET
cet-13780	103	9	experimental	experimental	ADJ
cet-13780	103	10	data	datum	NOUN
cet-13780	103	11	in	in	ADP
cet-13780	103	12	a	a	DET
cet-13780	103	13	successive	successive	ADJ
cet-13780	103	14	step	step	NOUN
cet-13780	103	15	to	to	PART
cet-13780	103	16	achieve	achieve	VERB
cet-13780	103	17	an	an	DET
cet-13780	103	18	adequate	adequate	ADJ
cet-13780	103	19	number	number	NOUN
cet-13780	103	20	of	of	ADP
cet-13780	103	21	inputs	input	NOUN
cet-13780	103	22	for	for	ADP
cet-13780	103	23	a	a	DET
cet-13780	103	24	machine	machine	NOUN
cet-13780	103	25	learning	learn	VERB
cet-13780	103	26	curve	curve	NOUN
cet-13780	103	27	fitting	fitting	ADJ
cet-13780	103	28	to	to	PART
cet-13780	103	29	obtain	obtain	VERB
cet-13780	103	30	the	the	DET
cet-13780	103	31	overall	overall	ADJ
cet-13780	103	32	producer	producer	NOUN
cet-13780	103	33	gas	gas	NOUN
cet-13780	103	34	composition	composition	NOUN
cet-13780	103	35	model	model	NOUN
cet-13780	103	36	as	as	ADP
cet-13780	103	37	an	an	DET
cet-13780	103	38	output	output	NOUN
cet-13780	103	39	.	.	PUNCT
cet-13780	104	1	figure	figure	NOUN
cet-13780	104	2	5	5	NUM
cet-13780	104	3	.	.	PUNCT
cet-13780	104	4	amount	amount	NOUN
cet-13780	104	5	of	of	ADP
cet-13780	104	6	co	co	NOUN
cet-13780	104	7	,	,	PUNCT
cet-13780	104	8	co2	co2	NOUN
cet-13780	104	9	and	and	CCONJ
cet-13780	104	10	h2	h2	NOUN
cet-13780	104	11	in	in	ADP
cet-13780	104	12	the	the	DET
cet-13780	104	13	producer	producer	NOUN
cet-13780	104	14	gas	gas	NOUN
cet-13780	104	15	4	4	NUM
cet-13780	104	16	.	.	PUNCT
cet-13780	104	17	conclusions	conclusion	NOUN
cet-13780	104	18	a	a	DET
cet-13780	104	19	bench	bench	NOUN
cet-13780	104	20	-	-	PUNCT
cet-13780	104	21	scale	scale	NOUN
cet-13780	104	22	batch	batch	NOUN
cet-13780	104	23	gasifier	gasifier	NOUN
cet-13780	104	24	located	locate	VERB
cet-13780	104	25	at	at	ADP
cet-13780	104	26	the	the	DET
cet-13780	104	27	tokyo	tokyo	PROPN
cet-13780	104	28	institute	institute	NOUN
cet-13780	104	29	of	of	ADP
cet-13780	104	30	technology	technology	PROPN
cet-13780	104	31	,	,	PUNCT
cet-13780	104	32	tokyo	tokyo	PROPN
cet-13780	104	33	tech	tech	NOUN
cet-13780	104	34	,	,	PUNCT
cet-13780	104	35	was	be	AUX
cet-13780	104	36	used	use	VERB
cet-13780	104	37	to	to	PART
cet-13780	104	38	produce	produce	VERB
cet-13780	104	39	syngas	syngas	NOUN
cet-13780	104	40	from	from	ADP
cet-13780	104	41	the	the	DET
cet-13780	104	42	torrefied	torrefied	ADJ
cet-13780	104	43	woody	woody	NOUN
cet-13780	104	44	biomass	biomass	NOUN
cet-13780	104	45	.	.	PUNCT
cet-13780	105	1	modelling	model	VERB
cet-13780	105	2	activities	activity	NOUN
cet-13780	105	3	combined	combine	VERB
cet-13780	105	4	a	a	DET
cet-13780	105	5	machine	machine	NOUN
cet-13780	105	6	learning	learning	NOUN
cet-13780	105	7	-	-	PUNCT
cet-13780	105	8	based	base	VERB
cet-13780	105	9	approach	approach	NOUN
cet-13780	105	10	with	with	ADP
cet-13780	105	11	the	the	DET
cet-13780	105	12	application	application	NOUN
cet-13780	105	13	of	of	ADP
cet-13780	105	14	physical	physical	ADJ
cet-13780	105	15	models	model	NOUN
cet-13780	105	16	to	to	ADP
cet-13780	105	17	the	the	DET
cet-13780	105	18	three	three	NUM
cet-13780	105	19	main	main	ADJ
cet-13780	105	20	regions	region	NOUN
cet-13780	105	21	of	of	ADP
cet-13780	105	22	the	the	DET
cet-13780	105	23	reactor	reactor	NOUN
cet-13780	105	24	:	:	PUNCT
cet-13780	105	25	pyrolysis	pyrolysis	NOUN
cet-13780	105	26	,	,	PUNCT
cet-13780	105	27	oxidation	oxidation	NOUN
cet-13780	105	28	,	,	PUNCT
cet-13780	105	29	and	and	CCONJ
cet-13780	105	30	reduction	reduction	NOUN
cet-13780	105	31	.	.	PUNCT
cet-13780	106	1	artificial	artificial	ADJ
cet-13780	106	2	neural	neural	ADJ
cet-13780	106	3	networks	network	NOUN
cet-13780	106	4	were	be	AUX
cet-13780	106	5	used	use	VERB
cet-13780	106	6	to	to	PART
cet-13780	106	7	perform	perform	VERB
cet-13780	106	8	the	the	DET
cet-13780	106	9	heat	heat	NOUN
cet-13780	106	10	balances	balance	NOUN
cet-13780	106	11	along	along	ADP
cet-13780	106	12	the	the	DET
cet-13780	106	13	height	height	NOUN
cet-13780	106	14	of	of	ADP
cet-13780	106	15	the	the	DET
cet-13780	106	16	reactor	reactor	NOUN
cet-13780	106	17	.	.	PUNCT
cet-13780	107	1	material	material	NOUN
cet-13780	107	2	balances	balance	NOUN
cet-13780	107	3	considered	consider	VERB
cet-13780	107	4	all	all	DET
cet-13780	107	5	regions	region	NOUN
cet-13780	107	6	at	at	ADP
cet-13780	107	7	the	the	DET
cet-13780	107	8	thermodynamic	thermodynamic	ADJ
cet-13780	107	9	equilibrium	equilibrium	NOUN
cet-13780	107	10	.	.	PUNCT
cet-13780	108	1	251	251	NUM
cet-13780	108	2	experimental	experimental	ADJ
cet-13780	108	3	and	and	CCONJ
cet-13780	108	4	modeling	modeling	NOUN
cet-13780	108	5	results	result	NOUN
cet-13780	108	6	presented	present	VERB
cet-13780	108	7	differences	difference	NOUN
cet-13780	108	8	due	due	ADP
cet-13780	108	9	to	to	ADP
cet-13780	108	10	the	the	DET
cet-13780	108	11	hypothesis	hypothesis	NOUN
cet-13780	108	12	of	of	ADP
cet-13780	108	13	thermodynamic	thermodynamic	ADJ
cet-13780	108	14	equilibrium	equilibrium	NOUN
cet-13780	108	15	established	establish	VERB
cet-13780	108	16	at	at	ADP
cet-13780	108	17	the	the	DET
cet-13780	108	18	modeling	modeling	NOUN
cet-13780	108	19	stage	stage	NOUN
cet-13780	108	20	.	.	PUNCT
cet-13780	109	1	the	the	DET
cet-13780	109	2	experimental	experimental	ADJ
cet-13780	109	3	data	datum	NOUN
cet-13780	109	4	permitted	permit	VERB
cet-13780	109	5	to	to	PART
cet-13780	109	6	tune	tune	VERB
cet-13780	109	7	the	the	DET
cet-13780	109	8	model	model	NOUN
cet-13780	109	9	results	result	VERB
cet-13780	109	10	to	to	PART
cet-13780	109	11	shift	shift	VERB
cet-13780	109	12	the	the	DET
cet-13780	109	13	equilibrium	equilibrium	NOUN
cet-13780	109	14	up	up	ADP
cet-13780	109	15	to	to	ADP
cet-13780	109	16	the	the	DET
cet-13780	109	17	experimental	experimental	ADJ
cet-13780	109	18	evidence	evidence	NOUN
cet-13780	109	19	.	.	PUNCT
cet-13780	110	1	the	the	DET
cet-13780	110	2	obtained	obtain	VERB
cet-13780	110	3	reliable	reliable	ADJ
cet-13780	110	4	data	datum	NOUN
cet-13780	110	5	will	will	AUX
cet-13780	110	6	be	be	AUX
cet-13780	110	7	added	add	VERB
cet-13780	110	8	in	in	ADP
cet-13780	110	9	a	a	DET
cet-13780	110	10	further	further	ADJ
cet-13780	110	11	step	step	NOUN
cet-13780	110	12	to	to	ADP
cet-13780	110	13	the	the	DET
cet-13780	110	14	experimental	experimental	ADJ
cet-13780	110	15	data	datum	NOUN
cet-13780	110	16	to	to	PART
cet-13780	110	17	achieve	achieve	VERB
cet-13780	110	18	an	an	DET
cet-13780	110	19	adequate	adequate	ADJ
cet-13780	110	20	number	number	NOUN
cet-13780	110	21	of	of	ADP
cet-13780	110	22	inputs	input	NOUN
cet-13780	110	23	for	for	ADP
cet-13780	110	24	a	a	DET
cet-13780	110	25	machine	machine	NOUN
cet-13780	110	26	learning	learn	VERB
cet-13780	110	27	curve	curve	NOUN
cet-13780	110	28	fitting	fitting	ADJ
cet-13780	110	29	to	to	PART
cet-13780	110	30	obtain	obtain	VERB
cet-13780	110	31	the	the	DET
cet-13780	110	32	overall	overall	ADJ
cet-13780	110	33	producer	producer	NOUN
cet-13780	110	34	gas	gas	NOUN
cet-13780	110	35	composition	composition	NOUN
cet-13780	110	36	model	model	NOUN
cet-13780	110	37	as	as	ADP
cet-13780	110	38	an	an	DET
cet-13780	110	39	output	output	NOUN
cet-13780	110	40	.	.	PUNCT
cet-13780	111	1	acknowledgments	acknowledgment	NOUN
cet-13780	111	2	the	the	DET
cet-13780	111	3	present	present	ADJ
cet-13780	111	4	work	work	NOUN
cet-13780	111	5	was	be	AUX
cet-13780	111	6	performed	perform	VERB
cet-13780	111	7	in	in	ADP
cet-13780	111	8	the	the	DET
cet-13780	111	9	framework	framework	NOUN
cet-13780	111	10	of	of	ADP
cet-13780	111	11	the	the	DET
cet-13780	111	12	bilateral	bilateral	ADJ
cet-13780	111	13	agreement	agreement	NOUN
cet-13780	111	14	between	between	ADP
cet-13780	111	15	the	the	DET
cet-13780	111	16	polytechnic	polytechnic	ADJ
cet-13780	111	17	school	school	NOUN
cet-13780	111	18	of	of	ADP
cet-13780	111	19	the	the	DET
cet-13780	111	20	university	university	PROPN
cet-13780	111	21	of	of	ADP
cet-13780	111	22	genoa	genoa	PROPN
cet-13780	111	23	(	(	PUNCT
cet-13780	111	24	italy	italy	PROPN
cet-13780	111	25	)	)	PUNCT
cet-13780	111	26	and	and	CCONJ
cet-13780	111	27	the	the	DET
cet-13780	111	28	tokyo	tokyo	PROPN
cet-13780	111	29	institute	institute	NOUN
cet-13780	111	30	of	of	ADP
cet-13780	111	31	technology	technology	PROPN
cet-13780	111	32	(	(	PUNCT
cet-13780	111	33	japan	japan	PROPN
cet-13780	111	34	)	)	PUNCT
cet-13780	111	35	.	.	PUNCT
cet-13780	112	1	references	reference	NOUN
cet-13780	112	2	baruah	baruah	PROPN
cet-13780	112	3	d	d	PROPN
cet-13780	112	4	,	,	PUNCT
cet-13780	112	5	b.	b.	PROPN
cet-13780	112	6	d.	d.	PROPN
cet-13780	112	7	(	(	PUNCT
cet-13780	112	8	2014	2014	NUM
cet-13780	112	9	)	)	PUNCT
cet-13780	112	10	.	.	PUNCT
cet-13780	113	1	modeling	modeling	NOUN
cet-13780	113	2	of	of	ADP
cet-13780	113	3	biomass	biomass	NOUN
cet-13780	113	4	gasification	gasification	NOUN
cet-13780	113	5	:	:	PUNCT
cet-13780	113	6	a	a	DET
cet-13780	113	7	review	review	NOUN
cet-13780	113	8	.	.	PUNCT
cet-13780	114	1	renewable	renewable	ADJ
cet-13780	114	2	and	and	CCONJ
cet-13780	114	3	sustainable	sustainable	ADJ
cet-13780	114	4	energy	energy	NOUN
cet-13780	114	5	reviews	review	NOUN
cet-13780	114	6	,	,	PUNCT
cet-13780	114	7	39	39	NUM
cet-13780	114	8	,	,	PUNCT
cet-13780	114	9	806	806	NUM
cet-13780	114	10	-	-	SYM
cet-13780	114	11	815	815	NUM
cet-13780	114	12	.	.	PUNCT
cet-13780	114	13	bove	bove	PROPN
cet-13780	114	14	,	,	PUNCT
cet-13780	114	15	d.	d.	PROPN
cet-13780	114	16	,	,	PUNCT
cet-13780	114	17	moliner	moliner	PROPN
cet-13780	114	18	,	,	PUNCT
cet-13780	114	19	c.	c.	PROPN
cet-13780	114	20	,	,	PUNCT
cet-13780	114	21	baratieri	baratieri	PROPN
cet-13780	114	22	,	,	PUNCT
cet-13780	114	23	m.	m.	NOUN
cet-13780	114	24	,	,	PUNCT
cet-13780	114	25	bosio	bosio	PROPN
cet-13780	114	26	,	,	PUNCT
cet-13780	114	27	b.	b.	PROPN
cet-13780	114	28	,	,	PUNCT
cet-13780	114	29	arato	arato	PROPN
cet-13780	114	30	,	,	PUNCT
cet-13780	114	31	e.	e.	PROPN
cet-13780	114	32	(	(	PUNCT
cet-13780	114	33	2016	2016	NUM
cet-13780	114	34	)	)	PUNCT
cet-13780	114	35	.	.	PUNCT
cet-13780	115	1	kinetic	kinetic	ADJ
cet-13780	115	2	characterization	characterization	NOUN
cet-13780	115	3	of	of	ADP
cet-13780	115	4	the	the	DET
cet-13780	115	5	residues	residue	NOUN
cet-13780	115	6	from	from	ADP
cet-13780	115	7	the	the	DET
cet-13780	115	8	pruning	pruning	NOUN
cet-13780	115	9	of	of	ADP
cet-13780	115	10	apple	apple	NOUN
cet-13780	115	11	trees	tree	NOUN
cet-13780	115	12	for	for	ADP
cet-13780	115	13	their	their	PRON
cet-13780	115	14	use	use	NOUN
cet-13780	115	15	as	as	ADP
cet-13780	115	16	energy	energy	NOUN
cet-13780	115	17	vectors	vector	NOUN
cet-13780	115	18	.	.	PUNCT
cet-13780	116	1	chemical	chemical	ADJ
cet-13780	116	2	engineering	engineering	NOUN
cet-13780	116	3	transactions	transaction	NOUN
cet-13780	116	4	,	,	PUNCT
cet-13780	116	5	50	50	NUM
cet-13780	116	6	,	,	PUNCT
cet-13780	116	7	pp	pp	ADJ
cet-13780	116	8	.	.	PUNCT
cet-13780	117	1	1	1	NUM
cet-13780	117	2	-	-	SYM
cet-13780	117	3	6	6	NUM
cet-13780	117	4	.	.	PUNCT
cet-13780	117	5	bridgwater	bridgwater	NOUN
cet-13780	117	6	,	,	PUNCT
cet-13780	117	7	a.	a.	NOUN
cet-13780	117	8	(	(	PUNCT
cet-13780	117	9	1995	1995	NUM
cet-13780	117	10	)	)	PUNCT
cet-13780	117	11	.	.	PUNCT
cet-13780	118	1	the	the	DET
cet-13780	118	2	technical	technical	ADJ
cet-13780	118	3	and	and	CCONJ
cet-13780	118	4	economic	economic	ADJ
cet-13780	118	5	feasibility	feasibility	NOUN
cet-13780	118	6	of	of	ADP
cet-13780	118	7	biomass	biomass	NOUN
cet-13780	118	8	gasification	gasification	NOUN
cet-13780	118	9	for	for	ADP
cet-13780	118	10	power	power	NOUN
cet-13780	118	11	generation	generation	NOUN
cet-13780	118	12	.	.	PUNCT
cet-13780	119	1	fuel	fuel	NOUN
cet-13780	119	2	,	,	PUNCT
cet-13780	119	3	74(5	74(5	NOUN
cet-13780	119	4	)	)	PUNCT
cet-13780	119	5	,	,	PUNCT
cet-13780	119	6	631	631	NUM
cet-13780	119	7	-	-	SYM
cet-13780	119	8	653	653	NUM
cet-13780	119	9	.	.	PUNCT
cet-13780	120	1	burcat	burcat	NOUN
cet-13780	120	2	,	,	PUNCT
cet-13780	120	3	a.	a.	NOUN
cet-13780	120	4	(	(	PUNCT
cet-13780	120	5	1984	1984	NUM
cet-13780	120	6	)	)	PUNCT
cet-13780	120	7	.	.	PUNCT
cet-13780	121	1	thermochemical	thermochemical	ADJ
cet-13780	121	2	data	datum	NOUN
cet-13780	121	3	for	for	ADP
cet-13780	121	4	combustion	combustion	NOUN
cet-13780	121	5	calculations	calculation	NOUN
cet-13780	121	6	.	.	PUNCT
cet-13780	122	1	new	new	PROPN
cet-13780	122	2	york	york	PROPN
cet-13780	122	3	:	:	PUNCT
cet-13780	122	4	springer	springer	NOUN
cet-13780	122	5	-	-	PUNCT
cet-13780	122	6	verlag	verlag	PROPN
cet-13780	122	7	.	.	PUNCT
cet-13780	123	1	elman	elman	PROPN
cet-13780	123	2	f	f	PROPN
cet-13780	123	3	,	,	PUNCT
cet-13780	123	4	y.	y.	PROPN
cet-13780	123	5	o.	o.	PROPN
cet-13780	123	6	(	(	PUNCT
cet-13780	123	7	2020	2020	NUM
cet-13780	123	8	)	)	PUNCT
cet-13780	123	9	.	.	PUNCT
cet-13780	124	1	predictive	predictive	ADJ
cet-13780	124	2	modeling	modeling	NOUN
cet-13780	124	3	of	of	ADP
cet-13780	124	4	biomass	biomass	NOUN
cet-13780	124	5	gasification	gasification	NOUN
cet-13780	124	6	with	with	ADP
cet-13780	124	7	machine	machine	NOUN
cet-13780	124	8	learning	learning	NOUN
cet-13780	124	9	-	-	PUNCT
cet-13780	124	10	based	base	VERB
cet-13780	124	11	regression	regression	NOUN
cet-13780	124	12	methods	method	NOUN
cet-13780	124	13	.	.	PUNCT
cet-13780	125	1	energy	energy	NOUN
cet-13780	125	2	,	,	PUNCT
cet-13780	125	3	191	191	NUM
cet-13780	125	4	.	.	PUNCT
cet-13780	125	5	kumaraswamy	kumaraswamy	PROPN
cet-13780	125	6	,	,	PUNCT
cet-13780	125	7	b.	b.	PROPN
cet-13780	125	8	(	(	PUNCT
cet-13780	125	9	2021	2021	NUM
cet-13780	125	10	)	)	PUNCT
cet-13780	125	11	.	.	PUNCT
cet-13780	126	1	neural	neural	ADJ
cet-13780	126	2	networks	network	NOUN
cet-13780	126	3	for	for	ADP
cet-13780	126	4	data	datum	NOUN
cet-13780	126	5	classification	classification	NOUN
cet-13780	126	6	.	.	PUNCT
cet-13780	127	1	artificial	artificial	ADJ
cet-13780	127	2	intelligence	intelligence	NOUN
cet-13780	127	3	in	in	ADP
cet-13780	127	4	data	data	NOUN
cet-13780	127	5	mining	mining	NOUN
cet-13780	127	6	theories	theory	NOUN
cet-13780	127	7	and	and	CCONJ
cet-13780	127	8	applications	application	NOUN
cet-13780	127	9	.	.	PUNCT
cet-13780	128	1	chapter	chapter	NOUN
cet-13780	128	2	6	6	NUM
cet-13780	128	3	.	.	PUNCT
cet-13780	129	1	pp	pp	ADJ
cet-13780	129	2	.	.	PUNCT
cet-13780	130	1	109	109	NUM
cet-13780	130	2	-	-	SYM
cet-13780	130	3	131	131	NUM
cet-13780	130	4	li	li	PROPN
cet-13780	130	5	,	,	PUNCT
cet-13780	130	6	x.	x.	NOUN
cet-13780	130	7	,	,	PUNCT
cet-13780	130	8	grace	grace	NOUN
cet-13780	130	9	,	,	PUNCT
cet-13780	130	10	j.r	j.r	PROPN
cet-13780	130	11	.	.	PROPN
cet-13780	130	12	,	,	PUNCT
cet-13780	130	13	watkinson	watkinson	PROPN
cet-13780	130	14	,	,	PUNCT
cet-13780	130	15	a.p	a.p	PROPN
cet-13780	130	16	.	.	PROPN
cet-13780	130	17	,	,	PUNCT
cet-13780	130	18	lim	lim	PROPN
cet-13780	130	19	,	,	PUNCT
cet-13780	130	20	c.j	c.j	PROPN
cet-13780	130	21	.	.	PROPN
cet-13780	130	22	,	,	PUNCT
cet-13780	130	23	ergüdenler	ergüdenler	NOUN
cet-13780	130	24	,	,	PUNCT
cet-13780	130	25	a	a	DET
cet-13780	130	26	(	(	PUNCT
cet-13780	130	27	2001	2001	NUM
cet-13780	130	28	)	)	PUNCT
cet-13780	130	29	.	.	PUNCT
cet-13780	131	1	equilibrium	equilibrium	NOUN
cet-13780	131	2	modeling	modeling	NOUN
cet-13780	131	3	of	of	ADP
cet-13780	131	4	gasification	gasification	NOUN
cet-13780	131	5	:	:	PUNCT
cet-13780	131	6	a	a	DET
cet-13780	131	7	free	free	ADJ
cet-13780	131	8	energy	energy	NOUN
cet-13780	131	9	minimization	minimization	NOUN
cet-13780	131	10	approach	approach	NOUN
cet-13780	131	11	and	and	CCONJ
cet-13780	131	12	its	its	PRON
cet-13780	131	13	application	application	NOUN
cet-13780	131	14	to	to	ADP
cet-13780	131	15	a	a	DET
cet-13780	131	16	circulating	circulate	VERB
cet-13780	131	17	fluidized	fluidize	VERB
cet-13780	131	18	bed	bed	NOUN
cet-13780	131	19	coal	coal	NOUN
cet-13780	131	20	gasifier	gasifier	NOUN
cet-13780	131	21	.	.	PUNCT
cet-13780	132	1	fuel	fuel	NOUN
cet-13780	132	2	,	,	PUNCT
cet-13780	132	3	80	80	NUM
cet-13780	132	4	(	(	PUNCT
cet-13780	132	5	2	2	NUM
cet-13780	132	6	)	)	PUNCT
cet-13780	132	7	,	,	PUNCT
cet-13780	132	8	pp	pp	PROPN
cet-13780	132	9	.	.	PUNCT
cet-13780	133	1	195	195	NUM
cet-13780	133	2	-	-	PUNCT
cet-13780	133	3	207	207	NUM
cet-13780	133	4	.	.	PUNCT
cet-13780	134	1	marchelli	marchelli	PROPN
cet-13780	134	2	,	,	PUNCT
cet-13780	134	3	f.	f.	PROPN
cet-13780	134	4	,	,	PUNCT
cet-13780	134	5	moliner	moliner	PROPN
cet-13780	134	6	,	,	PUNCT
cet-13780	134	7	c.	c.	PROPN
cet-13780	134	8	,	,	PUNCT
cet-13780	134	9	baratieri	baratieri	PROPN
cet-13780	134	10	,	,	PUNCT
cet-13780	134	11	m.	m.	NOUN
cet-13780	134	12	,	,	PUNCT
cet-13780	134	13	bosio	bosio	PROPN
cet-13780	134	14	,	,	PUNCT
cet-13780	134	15	b.	b.	PROPN
cet-13780	134	16	,	,	PUNCT
cet-13780	134	17	arato	arato	PROPN
cet-13780	134	18	,	,	PUNCT
cet-13780	134	19	e.	e.	PROPN
cet-13780	134	20	(	(	PUNCT
cet-13780	134	21	2019	2019	NUM
cet-13780	134	22	)	)	PUNCT
cet-13780	134	23	.	.	PUNCT
cet-13780	135	1	from	from	ADP
cet-13780	135	2	equilibrium	equilibrium	NOUN
cet-13780	135	3	to	to	ADP
cet-13780	135	4	kinetic	kinetic	ADJ
cet-13780	135	5	modelling	modelling	NOUN
cet-13780	135	6	:	:	PUNCT
cet-13780	135	7	the	the	DET
cet-13780	135	8	gasification	gasification	NOUN
cet-13780	135	9	of	of	ADP
cet-13780	135	10	apple	apple	NOUN
cet-13780	135	11	pruning	pruning	NOUN
cet-13780	135	12	residues	residue	NOUN
cet-13780	135	13	in	in	ADP
cet-13780	135	14	a	a	DET
cet-13780	135	15	spouted	spouted	ADJ
cet-13780	135	16	bed	bed	NOUN
cet-13780	135	17	reactor	reactor	NOUN
cet-13780	135	18	.	.	PUNCT
cet-13780	136	1	27th	27th	ADJ
cet-13780	136	2	european	european	ADJ
cet-13780	136	3	biomass	biomass	NOUN
cet-13780	136	4	conference	conference	NOUN
cet-13780	136	5	and	and	CCONJ
cet-13780	136	6	exhibition	exhibition	NOUN
cet-13780	136	7	,	,	PUNCT
cet-13780	136	8	eubce	eubce	VERB
cet-13780	136	9	2019	2019	NUM
cet-13780	136	10	.	.	PUNCT
cet-13780	137	1	pages	page	NOUN
cet-13780	137	2	813	813	NUM
cet-13780	137	3	–	–	PUNCT
cet-13780	137	4	820	820	NUM
cet-13780	137	5	.	.	PUNCT
cet-13780	138	1	safarian	safarian	PROPN
cet-13780	138	2	s	s	PROPN
cet-13780	138	3	,	,	PUNCT
cet-13780	138	4	u.	u.	PROPN
cet-13780	138	5	r.	r.	PROPN
cet-13780	138	6	(	(	PUNCT
cet-13780	138	7	2019	2019	NUM
cet-13780	138	8	,	,	PUNCT
cet-13780	138	9	august	august	PROPN
cet-13780	138	10	)	)	PUNCT
cet-13780	138	11	.	.	PUNCT
cet-13780	139	1	a	a	DET
cet-13780	139	2	review	review	NOUN
cet-13780	139	3	of	of	ADP
cet-13780	139	4	biomass	biomass	NOUN
cet-13780	139	5	gasification	gasification	NOUN
cet-13780	139	6	modelling	modelling	NOUN
cet-13780	139	7	.	.	PUNCT
cet-13780	140	1	renewable	renewable	ADJ
cet-13780	140	2	and	and	CCONJ
cet-13780	140	3	sustainable	sustainable	ADJ
cet-13780	140	4	energy	energy	NOUN
cet-13780	140	5	reviews	review	NOUN
cet-13780	140	6	,	,	PUNCT
cet-13780	140	7	110	110	NUM
cet-13780	140	8	,	,	PUNCT
cet-13780	140	9	378	378	NUM
cet-13780	140	10	-	-	SYM
cet-13780	140	11	391	391	NUM
cet-13780	140	12	.	.	PUNCT
cet-13780	141	1	sharma	sharma	PROPN
cet-13780	141	2	,	,	PUNCT
cet-13780	141	3	a.	a.	NOUN
cet-13780	141	4	(	(	PUNCT
cet-13780	141	5	2008	2008	NUM
cet-13780	141	6	)	)	PUNCT
cet-13780	141	7	.	.	PUNCT
cet-13780	142	1	equilibrium	equilibrium	NOUN
cet-13780	142	2	and	and	CCONJ
cet-13780	142	3	kinetic	kinetic	ADJ
cet-13780	142	4	modeling	modeling	NOUN
cet-13780	142	5	of	of	ADP
cet-13780	142	6	char	char	NOUN
cet-13780	142	7	reduction	reduction	NOUN
cet-13780	142	8	reactions	reaction	NOUN
cet-13780	142	9	in	in	ADP
cet-13780	142	10	a	a	DET
cet-13780	142	11	downdraft	downdraft	NOUN
cet-13780	142	12	biomass	biomass	NOUN
cet-13780	142	13	gasifier	gasifier	NOUN
cet-13780	142	14	:	:	PUNCT
cet-13780	142	15	a	a	DET
cet-13780	142	16	comparison	comparison	NOUN
cet-13780	142	17	.	.	PUNCT
cet-13780	143	1	solar	solar	ADJ
cet-13780	143	2	energy	energy	NOUN
cet-13780	143	3	,	,	PUNCT
cet-13780	143	4	82	82	NUM
cet-13780	143	5	,	,	PUNCT
cet-13780	143	6	918	918	NUM
cet-13780	143	7	-	-	SYM
cet-13780	143	8	928	928	NUM
cet-13780	143	9	.	.	PUNCT
cet-13780	144	1	sharma	sharma	PROPN
cet-13780	144	2	,	,	PUNCT
cet-13780	144	3	a.	a.	NOUN
cet-13780	144	4	(	(	PUNCT
cet-13780	144	5	2011	2011	NUM
cet-13780	144	6	)	)	PUNCT
cet-13780	144	7	.	.	PUNCT
cet-13780	145	1	modeling	modeling	NOUN
cet-13780	145	2	and	and	CCONJ
cet-13780	145	3	simulation	simulation	NOUN
cet-13780	145	4	of	of	ADP
cet-13780	145	5	a	a	DET
cet-13780	145	6	downdraft	downdraft	NOUN
cet-13780	145	7	biomass	biomass	NOUN
cet-13780	145	8	gasifier	gasifier	NOUN
cet-13780	145	9	1	1	NUM
cet-13780	145	10	.	.	PUNCT
cet-13780	145	11	model	model	NOUN
cet-13780	145	12	development	development	NOUN
cet-13780	145	13	and	and	CCONJ
cet-13780	145	14	validation	validation	NOUN
cet-13780	145	15	.	.	PUNCT
cet-13780	146	1	energy	energy	NOUN
cet-13780	146	2	conversion	conversion	NOUN
cet-13780	146	3	and	and	CCONJ
cet-13780	146	4	management	management	NOUN
cet-13780	146	5	,	,	PUNCT
cet-13780	146	6	52	52	NUM
cet-13780	146	7	,	,	PUNCT
cet-13780	146	8	1386	1386	NUM
cet-13780	146	9	-	-	SYM
cet-13780	146	10	1396	1396	NUM
cet-13780	146	11	.	.	PUNCT
cet-13780	147	1	suzuki	suzuki	PROPN
cet-13780	147	2	s.	s.	PROPN
cet-13780	147	3	,	,	PUNCT
cet-13780	147	4	matsumoto	matsumoto	PROPN
cet-13780	147	5	h.	h.	PROPN
cet-13780	147	6	,	,	PUNCT
cet-13780	147	7	izuka	izuka	PROPN
cet-13780	147	8	t.	t.	PROPN
cet-13780	147	9	(	(	PUNCT
cet-13780	147	10	2020	2020	NUM
cet-13780	147	11	)	)	PUNCT
cet-13780	147	12	.	.	PUNCT
cet-13780	148	1	effect	effect	NOUN
cet-13780	148	2	of	of	ADP
cet-13780	148	3	the	the	DET
cet-13780	148	4	supply	supply	NOUN
cet-13780	148	5	method	method	NOUN
cet-13780	148	6	on	on	ADP
cet-13780	148	7	the	the	DET
cet-13780	148	8	semi	semi	ADJ
cet-13780	148	9	-	-	ADJ
cet-13780	148	10	carbonized	carbonized	ADJ
cet-13780	148	11	utilization	utilization	NOUN
cet-13780	148	12	of	of	ADP
cet-13780	148	13	woody	woody	NOUN
cet-13780	148	14	biomass	biomass	NOUN
cet-13780	148	15	on	on	ADP
cet-13780	148	16	the	the	DET
cet-13780	148	17	pyrolysis	pyrolysis	NOUN
cet-13780	148	18	gasification	gasification	NOUN
cet-13780	148	19	behavior	behavior	NOUN
cet-13780	148	20	.	.	PUNCT
cet-13780	149	1	the	the	DET
cet-13780	149	2	japan	japan	PROPN
cet-13780	149	3	carbonization	carbonization	PROPN
cet-13780	149	4	research	research	NOUN
cet-13780	149	5	society	society	NOUN
cet-13780	149	6	(	(	PUNCT
cet-13780	149	7	jcrs	jcrs	PROPN
cet-13780	149	8	)	)	PUNCT
cet-13780	149	9	thunman	thunman	NOUN
cet-13780	149	10	h	h	NOUN
cet-13780	149	11	,	,	PUNCT
cet-13780	149	12	n.	n.	PROPN
cet-13780	149	13	f.	f.	PROPN
cet-13780	149	14	(	(	PUNCT
cet-13780	149	15	2011	2011	NUM
cet-13780	149	16	)	)	PUNCT
cet-13780	149	17	.	.	PUNCT
cet-13780	150	1	composition	composition	NOUN
cet-13780	150	2	of	of	ADP
cet-13780	150	3	volatile	volatile	ADJ
cet-13780	150	4	gases	gas	NOUN
cet-13780	150	5	and	and	CCONJ
cet-13780	150	6	thermochemical	thermochemical	ADJ
cet-13780	150	7	properties	property	NOUN
cet-13780	150	8	of	of	ADP
cet-13780	150	9	wood	wood	NOUN
cet-13780	150	10	for	for	ADP
cet-13780	150	11	modeling	modeling	NOUN
cet-13780	150	12	of	of	ADP
cet-13780	150	13	fixed	fix	VERB
cet-13780	150	14	and	and	CCONJ
cet-13780	150	15	fluidized	fluidize	VERB
cet-13780	150	16	beds	bed	NOUN
cet-13780	150	17	.	.	PUNCT
cet-13780	151	1	energy	energy	NOUN
cet-13780	151	2	fuel	fuel	NOUN
cet-13780	151	3	,	,	PUNCT
cet-13780	151	4	15	15	NUM
cet-13780	151	5	,	,	PUNCT
cet-13780	151	6	1488	1488	NUM
cet-13780	151	7	-	-	SYM
cet-13780	151	8	1497	1497	NUM
cet-13780	151	9	.	.	PUNCT
cet-13780	152	1	tillman	tillman	PROPN
cet-13780	152	2	da	da	PROPN
cet-13780	152	3	,	,	PUNCT
cet-13780	152	4	r.	r.	PROPN
cet-13780	152	5	a.	a.	PROPN
cet-13780	152	6	(	(	PUNCT
cet-13780	152	7	1981	1981	NUM
cet-13780	152	8	)	)	PUNCT
cet-13780	152	9	.	.	PUNCT
cet-13780	153	1	wood	wood	NOUN
cet-13780	153	2	combustion	combustion	NOUN
cet-13780	153	3	.	.	PUNCT
cet-13780	154	1	academic	academic	PROPN
cet-13780	154	2	press	press	PROPN
cet-13780	154	3	inc	inc	PROPN
cet-13780	154	4	.	.	PROPN
cet-13780	154	5	252	252	NUM
cet-13780	154	6	69moliner.pdf	69moliner.pdf	NOUN
cet-13780	154	7	on	on	ADP
cet-13780	154	8	the	the	DET
cet-13780	154	9	gasification	gasification	NOUN
cet-13780	154	10	of	of	ADP
cet-13780	154	11	torrefied	torrefied	ADJ
cet-13780	154	12	japanese	japanese	ADJ
cet-13780	154	13	cedar	cedar	NOUN
cet-13780	154	14	to	to	PART
cet-13780	154	15	maximise	maximise	VERB
cet-13780	154	16	the	the	DET
cet-13780	154	17	production	production	NOUN
cet-13780	154	18	of	of	ADP
cet-13780	154	19	hydrogen	hydrogen	NOUN