id	sid	tid	token	lemma	pos
cet-6584	1	1	microsoft	microsoft	PROPN
cet-6584	1	2	word	word	NOUN
cet-6584	1	3	printed	print	VERB
cet-6584	1	4	in	in	ADP
cet-6584	1	5	italy	italy	PROPN
cet-6584	1	6	by.doc	by.doc	PROPN
cet-6584	1	7	chemical	chemical	ADJ
cet-6584	1	8	engineeringtransactions	engineeringtransaction	NOUN
cet-6584	1	9	vol	vol	NOUN
cet-6584	1	10	.	.	PROPN
cet-6584	1	11	32	32	NUM
cet-6584	1	12	,	,	PUNCT
cet-6584	1	13	2013	2013	NUM
cet-6584	1	14	a	a	DET
cet-6584	1	15	publication	publication	NOUN
cet-6584	1	16	of	of	ADP
cet-6584	1	17	the	the	DET
cet-6584	1	18	italian	italian	ADJ
cet-6584	1	19	association	association	NOUN
cet-6584	1	20	of	of	ADP
cet-6584	1	21	chemical	chemical	PROPN
cet-6584	1	22	engineering	engineering	NOUN
cet-6584	1	23	online	online	ADV
cet-6584	1	24	at	at	ADP
cet-6584	1	25	:	:	PUNCT
cet-6584	1	26	www.aidic.it/cet	www.aidic.it/cet	VERB
cet-6584	1	27	chief	chief	ADJ
cet-6584	1	28	editors	editor	NOUN
cet-6584	1	29	:	:	PUNCT
cet-6584	1	30	sauropierucci	sauropierucci	NOUN
cet-6584	1	31	,	,	PUNCT
cet-6584	1	32	jiříj	jiříj	NOUN
cet-6584	1	33	.	.	PUNCT
cet-6584	2	1	klemeš	klemeš	ADJ
cet-6584	2	2	copyright	copyright	NOUN
cet-6584	2	3	©	©	PROPN
cet-6584	2	4	2013	2013	NUM
cet-6584	2	5	,	,	PUNCT
cet-6584	2	6	aidic	aidic	ADJ
cet-6584	2	7	servizis.r.l	servizis.r.l	NOUN
cet-6584	2	8	.	.	PUNCT
cet-6584	3	1	,	,	PUNCT
cet-6584	3	2	isbn	isbn	PROPN
cet-6584	3	3	978	978	NUM
cet-6584	3	4	-	-	SYM
cet-6584	3	5	88	88	NUM
cet-6584	3	6	-	-	PUNCT
cet-6584	3	7	95608	95608	NUM
cet-6584	3	8	-	-	PUNCT
cet-6584	3	9	23	23	NUM
cet-6584	3	10	-	-	SYM
cet-6584	3	11	5	5	NUM
cet-6584	3	12	;	;	PUNCT
cet-6584	3	13	issn	issn	PROPN
cet-6584	3	14	1974	1974	NUM
cet-6584	3	15	-	-	SYM
cet-6584	3	16	9791	9791	NUM
cet-6584	3	17	kinetics	kinetic	NOUN
cet-6584	3	18	of	of	ADP
cet-6584	3	19	bioethanol	bioethanol	NOUN
cet-6584	3	20	production	production	NOUN
cet-6584	3	21	from	from	ADP
cet-6584	3	22	lactose	lactose	NOUN
cet-6584	3	23	converted	convert	VERB
cet-6584	3	24	by	by	ADP
cet-6584	3	25	kluyveromyces	kluyveromyce	NOUN
cet-6584	3	26	marxianus	marxianus	PROPN
cet-6584	3	27	daniele	daniele	PROPN
cet-6584	3	28	sofia	sofia	PROPN
cet-6584	3	29	,	,	PUNCT
cet-6584	3	30	yogesh	yogesh	PROPN
cet-6584	3	31	a.	a.	PROPN
cet-6584	3	32	joshi	joshi	PROPN
cet-6584	3	33	,	,	PUNCT
cet-6584	3	34	massimo	massimo	PROPN
cet-6584	3	35	poletto	poletto	PROPN
cet-6584	3	36	*	*	PUNCT
cet-6584	3	37	dipartimento	dipartimento	NOUN
cet-6584	3	38	di	di	NOUN
cet-6584	3	39	ingegneria	ingegneria	PROPN
cet-6584	3	40	industriale	industriale	NOUN
cet-6584	3	41	,	,	PUNCT
cet-6584	3	42	università	università	PROPN
cet-6584	3	43	di	di	PROPN
cet-6584	3	44	salerno	salerno	PROPN
cet-6584	3	45	,	,	PUNCT
cet-6584	3	46	via	via	ADP
cet-6584	3	47	ponte	ponte	PROPN
cet-6584	3	48	don	don	PROPN
cet-6584	3	49	melillo	melillo	PROPN
cet-6584	3	50	,	,	PUNCT
cet-6584	3	51	84084	84084	NUM
cet-6584	3	52	fisciano	fisciano	ADJ
cet-6584	3	53	(	(	PUNCT
cet-6584	3	54	sa	sa	PROPN
cet-6584	3	55	)	)	PUNCT
cet-6584	3	56	,	,	PUNCT
cet-6584	3	57	italy	italy	PROPN
cet-6584	3	58	.	.	PUNCT
cet-6584	4	1	*	*	PUNCT
cet-6584	4	2	mpoletto@unisa.it	mpoletto@unisa.it	NOUN
cet-6584	4	3	a	a	DET
cet-6584	4	4	kinetic	kinetic	ADJ
cet-6584	4	5	model	model	NOUN
cet-6584	4	6	for	for	ADP
cet-6584	4	7	ethanol	ethanol	NOUN
cet-6584	4	8	fermentation	fermentation	NOUN
cet-6584	4	9	of	of	ADP
cet-6584	4	10	lactose	lactose	NOUN
cet-6584	4	11	using	use	VERB
cet-6584	4	12	yeast	yeast	NOUN
cet-6584	4	13	kluyveromyces	kluyveromyce	NOUN
cet-6584	4	14	marxianus	marxianus	PROPN
cet-6584	4	15	dsmz	dsmz	PROPN
cet-6584	4	16	5422	5422	NUM
cet-6584	4	17	is	be	AUX
cet-6584	4	18	proposed	propose	VERB
cet-6584	4	19	.	.	PUNCT
cet-6584	5	1	the	the	DET
cet-6584	5	2	model	model	NOUN
cet-6584	5	3	consists	consist	VERB
cet-6584	5	4	of	of	ADP
cet-6584	5	5	a	a	DET
cet-6584	5	6	set	set	NOUN
cet-6584	5	7	of	of	ADP
cet-6584	5	8	differential	differential	ADJ
cet-6584	5	9	equations	equation	NOUN
cet-6584	5	10	which	which	PRON
cet-6584	5	11	account	account	VERB
cet-6584	5	12	for	for	ADP
cet-6584	5	13	substrate	substrate	NOUN
cet-6584	5	14	consumption	consumption	NOUN
cet-6584	5	15	,	,	PUNCT
cet-6584	5	16	ethanol	ethanol	NOUN
cet-6584	5	17	production	production	NOUN
cet-6584	5	18	and	and	CCONJ
cet-6584	5	19	biomass	biomass	NOUN
cet-6584	5	20	production	production	NOUN
cet-6584	5	21	.	.	PUNCT
cet-6584	6	1	in	in	ADP
cet-6584	6	2	the	the	DET
cet-6584	6	3	model	model	NOUN
cet-6584	6	4	,	,	PUNCT
cet-6584	6	5	it	it	PRON
cet-6584	6	6	is	be	AUX
cet-6584	6	7	assumed	assume	VERB
cet-6584	6	8	that	that	SCONJ
cet-6584	6	9	alcoholic	alcoholic	ADJ
cet-6584	6	10	fermentation	fermentation	NOUN
cet-6584	6	11	is	be	AUX
cet-6584	6	12	inhibited	inhibit	VERB
cet-6584	6	13	by	by	ADP
cet-6584	6	14	ethanol	ethanol	NOUN
cet-6584	6	15	itself	itself	PRON
cet-6584	6	16	and	and	CCONJ
cet-6584	6	17	that	that	SCONJ
cet-6584	6	18	a	a	DET
cet-6584	6	19	different	different	ADJ
cet-6584	6	20	metabolic	metabolic	NOUN
cet-6584	6	21	pathway	pathway	NOUN
cet-6584	6	22	is	be	AUX
cet-6584	6	23	set	set	VERB
cet-6584	6	24	at	at	ADP
cet-6584	6	25	certain	certain	ADJ
cet-6584	6	26	ethanol	ethanol	NOUN
cet-6584	6	27	concentrations	concentration	NOUN
cet-6584	6	28	.	.	PUNCT
cet-6584	7	1	furthermore	furthermore	ADV
cet-6584	7	2	,	,	PUNCT
cet-6584	7	3	lactose	lactose	ADJ
cet-6584	7	4	consumption	consumption	NOUN
cet-6584	7	5	is	be	AUX
cet-6584	7	6	hypothesized	hypothesize	VERB
cet-6584	7	7	to	to	PART
cet-6584	7	8	be	be	AUX
cet-6584	7	9	associated	associate	VERB
cet-6584	7	10	to	to	ADP
cet-6584	7	11	biomass	biomass	NOUN
cet-6584	7	12	growth	growth	NOUN
cet-6584	7	13	.	.	PUNCT
cet-6584	8	1	the	the	DET
cet-6584	8	2	model	model	NOUN
cet-6584	8	3	proposed	propose	VERB
cet-6584	8	4	is	be	AUX
cet-6584	8	5	able	able	ADJ
cet-6584	8	6	to	to	PART
cet-6584	8	7	correctly	correctly	ADV
cet-6584	8	8	describe	describe	VERB
cet-6584	8	9	lactose	lactose	ADJ
cet-6584	8	10	consumption	consumption	NOUN
cet-6584	8	11	and	and	CCONJ
cet-6584	8	12	ethanol	ethanol	NOUN
cet-6584	8	13	production	production	NOUN
cet-6584	8	14	.	.	PUNCT
cet-6584	9	1	also	also	ADV
cet-6584	9	2	the	the	DET
cet-6584	9	3	main	main	ADJ
cet-6584	9	4	trend	trend	NOUN
cet-6584	9	5	of	of	ADP
cet-6584	9	6	biomass	biomass	NOUN
cet-6584	9	7	variation	variation	NOUN
cet-6584	9	8	is	be	AUX
cet-6584	9	9	satisfactorily	satisfactorily	ADV
cet-6584	9	10	correlated	correlate	VERB
cet-6584	9	11	.	.	PUNCT
cet-6584	10	1	the	the	DET
cet-6584	10	2	model	model	NOUN
cet-6584	10	3	with	with	ADP
cet-6584	10	4	the	the	DET
cet-6584	10	5	set	set	NOUN
cet-6584	10	6	of	of	ADP
cet-6584	10	7	the	the	DET
cet-6584	10	8	regression	regression	NOUN
cet-6584	10	9	parameters	parameter	NOUN
cet-6584	10	10	is	be	AUX
cet-6584	10	11	validated	validate	VERB
cet-6584	10	12	for	for	ADP
cet-6584	10	13	its	its	PRON
cet-6584	10	14	predictive	predictive	ADJ
cet-6584	10	15	ability	ability	NOUN
cet-6584	10	16	in	in	ADP
cet-6584	10	17	a	a	DET
cet-6584	10	18	larger	large	ADJ
cet-6584	10	19	scale	scale	NOUN
cet-6584	10	20	batch	batch	NOUN
cet-6584	10	21	reactor	reactor	NOUN
cet-6584	10	22	experiment	experiment	NOUN
cet-6584	10	23	.	.	PUNCT
cet-6584	11	1	1	1	X
cet-6584	11	2	.	.	X
cet-6584	11	3	introduction	introduction	NOUN
cet-6584	11	4	cheese	cheese	NOUN
cet-6584	11	5	whey	whey	PROPN
cet-6584	11	6	disposal	disposal	NOUN
cet-6584	11	7	is	be	AUX
cet-6584	11	8	a	a	DET
cet-6584	11	9	difficult	difficult	ADJ
cet-6584	11	10	task	task	NOUN
cet-6584	11	11	due	due	ADP
cet-6584	11	12	to	to	ADP
cet-6584	11	13	the	the	DET
cet-6584	11	14	high	high	ADJ
cet-6584	11	15	content	content	NOUN
cet-6584	11	16	of	of	ADP
cet-6584	11	17	organic	organic	ADJ
cet-6584	11	18	pollutant	pollutant	NOUN
cet-6584	11	19	(	(	PUNCT
cet-6584	11	20	bod	bod	NOUN
cet-6584	11	21	40	40	NUM
cet-6584	11	22	-	-	SYM
cet-6584	11	23	50	50	NUM
cet-6584	11	24	g	g	NOUN
cet-6584	11	25	l-1	l-1	NOUN
cet-6584	11	26	and	and	CCONJ
cet-6584	11	27	cod	cod	PROPN
cet-6584	11	28	60	60	NUM
cet-6584	11	29	-	-	SYM
cet-6584	11	30	80	80	NUM
cet-6584	11	31	g	g	NOUN
cet-6584	11	32	l-1	l-1	NUM
cet-6584	11	33	)	)	PUNCT
cet-6584	11	34	in	in	ADP
cet-6584	11	35	whey	whey	PROPN
cet-6584	11	36	.	.	PUNCT
cet-6584	12	1	a	a	DET
cet-6584	12	2	possible	possible	ADJ
cet-6584	12	3	approach	approach	NOUN
cet-6584	12	4	to	to	PART
cet-6584	12	5	recover	recover	VERB
cet-6584	12	6	some	some	DET
cet-6584	12	7	value	value	NOUN
cet-6584	12	8	from	from	ADP
cet-6584	12	9	cheese	cheese	NOUN
cet-6584	12	10	whey	whey	PROPN
cet-6584	12	11	before	before	ADP
cet-6584	12	12	disposal	disposal	NOUN
cet-6584	12	13	is	be	AUX
cet-6584	12	14	separation	separation	NOUN
cet-6584	12	15	and	and	CCONJ
cet-6584	12	16	recovery	recovery	NOUN
cet-6584	12	17	of	of	ADP
cet-6584	12	18	proteins	protein	NOUN
cet-6584	12	19	and	and	CCONJ
cet-6584	12	20	the	the	DET
cet-6584	12	21	subsequent	subsequent	ADJ
cet-6584	12	22	the	the	DET
cet-6584	12	23	biotransformation	biotransformation	NOUN
cet-6584	12	24	of	of	ADP
cet-6584	12	25	the	the	DET
cet-6584	12	26	residual	residual	ADJ
cet-6584	12	27	lactose	lactose	NOUN
cet-6584	12	28	content	content	NOUN
cet-6584	12	29	into	into	ADP
cet-6584	12	30	ethanol	ethanol	NOUN
cet-6584	12	31	by	by	ADP
cet-6584	12	32	means	mean	NOUN
cet-6584	12	33	of	of	ADP
cet-6584	12	34	alcoholic	alcoholic	ADJ
cet-6584	12	35	fermentation	fermentation	NOUN
cet-6584	12	36	.	.	PUNCT
cet-6584	13	1	there	there	PRON
cet-6584	13	2	exist	exist	VERB
cet-6584	13	3	numerous	numerous	ADJ
cet-6584	13	4	yeasts	yeast	NOUN
cet-6584	13	5	strains	strain	NOUN
cet-6584	13	6	that	that	PRON
cet-6584	13	7	assimilate	assimilate	VERB
cet-6584	13	8	lactose	lactose	NOUN
cet-6584	13	9	aerobically	aerobically	ADV
cet-6584	13	10	.	.	PUNCT
cet-6584	14	1	however	however	ADV
cet-6584	14	2	,	,	PUNCT
cet-6584	14	3	only	only	ADV
cet-6584	14	4	few	few	ADJ
cet-6584	14	5	yeasts	yeast	NOUN
cet-6584	14	6	strains	strain	NOUN
cet-6584	14	7	are	be	AUX
cet-6584	14	8	able	able	ADJ
cet-6584	14	9	to	to	PART
cet-6584	14	10	convert	convert	VERB
cet-6584	14	11	lactose	lactose	NOUN
cet-6584	14	12	to	to	AUX
cet-6584	14	13	ethanol	ethanol	VERB
cet-6584	14	14	in	in	ADP
cet-6584	14	15	fermentation	fermentation	NOUN
cet-6584	14	16	processes	process	NOUN
cet-6584	14	17	.	.	PUNCT
cet-6584	15	1	kluyveromyces	kluyveromyce	NOUN
cet-6584	15	2	lactis	lactis	PROPN
cet-6584	15	3	,	,	PUNCT
cet-6584	15	4	kluyveromyces	kluyveromyce	VERB
cet-6584	15	5	marxianus	marxianus	PROPN
cet-6584	15	6	and	and	CCONJ
cet-6584	15	7	candida	candida	PROPN
cet-6584	15	8	pseudotropicalis	pseudotropicali	NOUN
cet-6584	15	9	are	be	AUX
cet-6584	15	10	some	some	PRON
cet-6584	15	11	of	of	ADP
cet-6584	15	12	these	these	DET
cet-6584	15	13	strains	strain	NOUN
cet-6584	15	14	(	(	PUNCT
cet-6584	15	15	breunig	breunig	NOUN
cet-6584	15	16	,	,	PUNCT
cet-6584	15	17	2006	2006	NUM
cet-6584	15	18	)	)	PUNCT
cet-6584	15	19	.	.	PUNCT
cet-6584	16	1	in	in	ADP
cet-6584	16	2	fact	fact	NOUN
cet-6584	16	3	,	,	PUNCT
cet-6584	16	4	kluyveromyces	kluyveromyce	VERB
cet-6584	16	5	marxianus	marxianus	PROPN
cet-6584	16	6	,	,	PUNCT
cet-6584	16	7	is	be	AUX
cet-6584	16	8	one	one	NUM
cet-6584	16	9	of	of	ADP
cet-6584	16	10	the	the	DET
cet-6584	16	11	lactose	lactose	NOUN
cet-6584	16	12	assimilating	assimilate	VERB
cet-6584	16	13	yeasts	yeast	NOUN
cet-6584	16	14	that	that	PRON
cet-6584	16	15	has	have	AUX
cet-6584	16	16	shown	show	VERB
cet-6584	16	17	both	both	CCONJ
cet-6584	16	18	a	a	DET
cet-6584	16	19	good	good	ADJ
cet-6584	16	20	ability	ability	NOUN
cet-6584	16	21	to	to	PART
cet-6584	16	22	ferment	ferment	VERB
cet-6584	16	23	lactose	lactose	NOUN
cet-6584	16	24	and	and	CCONJ
cet-6584	16	25	a	a	DET
cet-6584	16	26	certain	certain	ADJ
cet-6584	16	27	resistance	resistance	NOUN
cet-6584	16	28	to	to	ADP
cet-6584	16	29	temperature	temperature	NOUN
cet-6584	16	30	variations	variation	NOUN
cet-6584	16	31	.	.	PUNCT
cet-6584	17	1	from	from	ADP
cet-6584	17	2	an	an	DET
cet-6584	17	3	overview	overview	NOUN
cet-6584	17	4	of	of	ADP
cet-6584	17	5	the	the	DET
cet-6584	17	6	literature	literature	NOUN
cet-6584	17	7	reported	report	VERB
cet-6584	17	8	by	by	ADP
cet-6584	17	9	guimarães	guimarães	PROPN
cet-6584	17	10	et	et	PROPN
cet-6584	17	11	al	al	PROPN
cet-6584	17	12	.	.	PROPN
cet-6584	18	1	(	(	PUNCT
cet-6584	18	2	2010	2010	NUM
cet-6584	18	3	)	)	PUNCT
cet-6584	18	4	,	,	PUNCT
cet-6584	18	5	it	it	PRON
cet-6584	18	6	appears	appear	VERB
cet-6584	18	7	that	that	SCONJ
cet-6584	18	8	lactose	lactose	ADJ
cet-6584	18	9	fermentation	fermentation	NOUN
cet-6584	18	10	with	with	ADP
cet-6584	18	11	kluyveromyces	kluyveromyce	NOUN
cet-6584	18	12	marxianus	marxianus	PROPN
cet-6584	18	13	determines	determine	VERB
cet-6584	18	14	final	final	ADJ
cet-6584	18	15	ethanol	ethanol	NOUN
cet-6584	18	16	concentrations	concentration	NOUN
cet-6584	18	17	that	that	PRON
cet-6584	18	18	are	be	AUX
cet-6584	18	19	generally	generally	ADV
cet-6584	18	20	lower	low	ADJ
cet-6584	18	21	than	than	ADP
cet-6584	18	22	5	5	NUM
cet-6584	18	23	%	%	NOUN
cet-6584	18	24	,	,	PUNCT
cet-6584	18	25	unless	unless	SCONJ
cet-6584	18	26	fed	fed	PROPN
cet-6584	18	27	lactose	lactose	NOUN
cet-6584	18	28	concentrations	concentration	NOUN
cet-6584	18	29	are	be	AUX
cet-6584	18	30	higher	high	ADJ
cet-6584	18	31	than	than	ADP
cet-6584	18	32	10	10	NUM
cet-6584	18	33	%	%	NOUN
cet-6584	18	34	.	.	PUNCT
cet-6584	19	1	therefore	therefore	ADV
cet-6584	19	2	,	,	PUNCT
cet-6584	19	3	in	in	ADP
cet-6584	19	4	view	view	NOUN
cet-6584	19	5	of	of	ADP
cet-6584	19	6	a	a	DET
cet-6584	19	7	possible	possible	ADJ
cet-6584	19	8	industrial	industrial	ADJ
cet-6584	19	9	use	use	NOUN
cet-6584	19	10	of	of	ADP
cet-6584	19	11	kluyveromyces	kluyveromyce	NOUN
cet-6584	19	12	marxianus	marxianus	PROPN
cet-6584	19	13	,	,	PUNCT
cet-6584	19	14	the	the	DET
cet-6584	19	15	low	low	ADJ
cet-6584	19	16	values	value	NOUN
cet-6584	19	17	of	of	ADP
cet-6584	19	18	final	final	ADJ
cet-6584	19	19	ethanol	ethanol	NOUN
cet-6584	19	20	concentrations	concentration	NOUN
cet-6584	19	21	make	make	VERB
cet-6584	19	22	it	it	PRON
cet-6584	19	23	necessary	necessary	ADJ
cet-6584	19	24	to	to	PART
cet-6584	19	25	optimize	optimize	VERB
cet-6584	19	26	the	the	DET
cet-6584	19	27	lactose	lactose	NOUN
cet-6584	19	28	to	to	PART
cet-6584	19	29	ethanol	ethanol	NOUN
cet-6584	19	30	conversion	conversion	NOUN
cet-6584	19	31	stage	stage	NOUN
cet-6584	19	32	as	as	ADV
cet-6584	19	33	much	much	ADV
cet-6584	19	34	as	as	ADP
cet-6584	19	35	possible	possible	ADJ
cet-6584	19	36	.	.	PUNCT
cet-6584	20	1	in	in	ADP
cet-6584	20	2	this	this	DET
cet-6584	20	3	respect	respect	NOUN
cet-6584	20	4	,	,	PUNCT
cet-6584	20	5	process	process	NOUN
cet-6584	20	6	scale	scale	NOUN
cet-6584	20	7	up	up	ADP
cet-6584	20	8	requires	require	VERB
cet-6584	20	9	the	the	DET
cet-6584	20	10	availability	availability	NOUN
cet-6584	20	11	of	of	ADP
cet-6584	20	12	a	a	DET
cet-6584	20	13	reliable	reliable	ADJ
cet-6584	20	14	mathematical	mathematical	ADJ
cet-6584	20	15	model	model	NOUN
cet-6584	20	16	.	.	PUNCT
cet-6584	21	1	experimental	experimental	ADJ
cet-6584	21	2	results	result	NOUN
cet-6584	21	3	available	available	ADJ
cet-6584	21	4	in	in	ADP
cet-6584	21	5	the	the	DET
cet-6584	21	6	literature	literature	NOUN
cet-6584	21	7	seem	seem	VERB
cet-6584	21	8	to	to	PART
cet-6584	21	9	indicate	indicate	VERB
cet-6584	21	10	that	that	SCONJ
cet-6584	21	11	,	,	PUNCT
cet-6584	21	12	in	in	ADP
cet-6584	21	13	order	order	NOUN
cet-6584	21	14	to	to	PART
cet-6584	21	15	describe	describe	VERB
cet-6584	21	16	adequately	adequately	ADV
cet-6584	21	17	the	the	DET
cet-6584	21	18	batch	batch	NOUN
cet-6584	21	19	and	and	CCONJ
cet-6584	21	20	continuous	continuous	ADJ
cet-6584	21	21	fermentation	fermentation	NOUN
cet-6584	21	22	with	with	ADP
cet-6584	21	23	kluyveromyces	kluyveromyce	NOUN
cet-6584	21	24	marxianus	marxianus	PROPN
cet-6584	21	25	,	,	PUNCT
cet-6584	21	26	mathematical	mathematical	ADJ
cet-6584	21	27	models	model	NOUN
cet-6584	21	28	should	should	AUX
cet-6584	21	29	be	be	AUX
cet-6584	21	30	able	able	ADJ
cet-6584	21	31	to	to	PART
cet-6584	21	32	reproduce	reproduce	VERB
cet-6584	21	33	some	some	DET
cet-6584	21	34	common	common	ADJ
cet-6584	21	35	features	feature	NOUN
cet-6584	21	36	found	find	VERB
cet-6584	21	37	in	in	ADP
cet-6584	21	38	the	the	DET
cet-6584	21	39	observation	observation	NOUN
cet-6584	21	40	of	of	ADP
cet-6584	21	41	batch	batch	NOUN
cet-6584	21	42	experimental	experimental	ADJ
cet-6584	21	43	results	result	NOUN
cet-6584	21	44	reported	report	VERB
cet-6584	21	45	in	in	ADP
cet-6584	21	46	the	the	DET
cet-6584	21	47	literature	literature	NOUN
cet-6584	21	48	.	.	PUNCT
cet-6584	22	1	a	a	DET
cet-6584	22	2	part	part	NOUN
cet-6584	22	3	from	from	ADP
cet-6584	22	4	ethanol	ethanol	NOUN
cet-6584	22	5	inhibition	inhibition	NOUN
cet-6584	22	6	,	,	PUNCT
cet-6584	22	7	which	which	PRON
cet-6584	22	8	is	be	AUX
cet-6584	22	9	expected	expect	VERB
cet-6584	22	10	in	in	ADP
cet-6584	22	11	fermentation	fermentation	NOUN
cet-6584	22	12	processes	process	NOUN
cet-6584	22	13	(	(	PUNCT
cet-6584	22	14	zafar	zafar	PROPN
cet-6584	22	15	and	and	CCONJ
cet-6584	22	16	owais	owais	PROPN
cet-6584	22	17	,	,	PUNCT
cet-6584	22	18	2006	2006	NUM
cet-6584	22	19	)	)	PUNCT
cet-6584	22	20	,	,	PUNCT
cet-6584	22	21	many	many	ADJ
cet-6584	22	22	authors	author	NOUN
cet-6584	22	23	report	report	VERB
cet-6584	22	24	substrate	substrate	NOUN
cet-6584	22	25	inhibition	inhibition	NOUN
cet-6584	22	26	at	at	ADP
cet-6584	22	27	substrate	substrate	NOUN
cet-6584	22	28	concentrations	concentration	NOUN
cet-6584	22	29	higher	high	ADJ
cet-6584	22	30	than	than	ADP
cet-6584	22	31	about	about	ADP
cet-6584	22	32	125	125	NUM
cet-6584	22	33	g	g	NOUN
cet-6584	22	34	l-1	l-1	NOUN
cet-6584	22	35	with	with	ADP
cet-6584	22	36	batch	batch	NOUN
cet-6584	22	37	,	,	PUNCT
cet-6584	22	38	(	(	PUNCT
cet-6584	22	39	parrondo	parrondo	NOUN
cet-6584	22	40	et	et	PROPN
cet-6584	22	41	al	al	PROPN
cet-6584	22	42	.	.	PROPN
cet-6584	22	43	,	,	PUNCT
cet-6584	22	44	2009	2009	NUM
cet-6584	22	45	)	)	PUNCT
cet-6584	22	46	fed	fed	PROPN
cet-6584	22	47	batch	batch	NOUN
cet-6584	22	48	(	(	PUNCT
cet-6584	22	49	ozmihci	ozmihci	NOUN
cet-6584	22	50	and	and	CCONJ
cet-6584	22	51	kargi	kargi	NOUN
cet-6584	22	52	,	,	PUNCT
cet-6584	22	53	2007a	2007a	NUM
cet-6584	22	54	)	)	PUNCT
cet-6584	22	55	and	and	CCONJ
cet-6584	22	56	continuous	continuous	ADJ
cet-6584	22	57	operation	operation	NOUN
cet-6584	22	58	,	,	PUNCT
cet-6584	22	59	(	(	PUNCT
cet-6584	22	60	ozmihci	ozmihci	NOUN
cet-6584	22	61	and	and	CCONJ
cet-6584	22	62	kargi	kargi	PROPN
cet-6584	22	63	,	,	PUNCT
cet-6584	22	64	2007b	2007b	NUM
cet-6584	22	65	)	)	PUNCT
cet-6584	22	66	;	;	PUNCT
cet-6584	22	67	.	.	PUNCT
cet-6584	23	1	limitation	limitation	NOUN
cet-6584	23	2	to	to	ADP
cet-6584	23	3	high	high	ADJ
cet-6584	23	4	substrate	substrate	NOUN
cet-6584	23	5	operation	operation	NOUN
cet-6584	23	6	,	,	PUNCT
cet-6584	23	7	however	however	ADV
cet-6584	23	8	,	,	PUNCT
cet-6584	23	9	is	be	AUX
cet-6584	23	10	not	not	PART
cet-6584	23	11	significant	significant	ADJ
cet-6584	23	12	working	work	VERB
cet-6584	23	13	with	with	ADP
cet-6584	23	14	lactose	lactose	ADJ
cet-6584	23	15	concentrations	concentration	NOUN
cet-6584	23	16	close	close	ADJ
cet-6584	23	17	to	to	ADP
cet-6584	23	18	values	value	NOUN
cet-6584	23	19	found	find	VERB
cet-6584	23	20	in	in	ADP
cet-6584	23	21	fresh	fresh	ADJ
cet-6584	23	22	whey	whey	NOUN
cet-6584	23	23	(	(	PUNCT
cet-6584	23	24	about	about	ADP
cet-6584	23	25	40	40	NUM
cet-6584	23	26	g	g	NOUN
cet-6584	23	27	l-1	l-1	NUM
cet-6584	23	28	)	)	PUNCT
cet-6584	23	29	and	and	CCONJ
cet-6584	23	30	therefore	therefore	ADV
cet-6584	23	31	often	often	ADV
cet-6584	23	32	it	it	PRON
cet-6584	23	33	was	be	AUX
cet-6584	23	34	not	not	PART
cet-6584	23	35	observed	observe	VERB
cet-6584	23	36	because	because	SCONJ
cet-6584	23	37	not	not	PART
cet-6584	23	38	much	much	ADV
cet-6584	23	39	higher	high	ADJ
cet-6584	23	40	substrate	substrate	NOUN
cet-6584	23	41	concentration	concentration	NOUN
cet-6584	23	42	were	be	AUX
cet-6584	23	43	used	use	VERB
cet-6584	23	44	in	in	ADP
cet-6584	23	45	the	the	DET
cet-6584	23	46	experiments	experiment	NOUN
cet-6584	23	47	.	.	PUNCT
cet-6584	24	1	another	another	DET
cet-6584	24	2	specific	specific	ADJ
cet-6584	24	3	feature	feature	NOUN
cet-6584	24	4	found	find	VERB
cet-6584	24	5	in	in	ADP
cet-6584	24	6	batch	batch	NOUN
cet-6584	24	7	fermentation	fermentation	NOUN
cet-6584	24	8	with	with	ADP
cet-6584	24	9	kluyveromyces	kluyveromyce	NOUN
cet-6584	24	10	marxianus	marxianus	PROPN
cet-6584	24	11	regards	regard	VERB
cet-6584	24	12	the	the	DET
cet-6584	24	13	microbial	microbial	ADJ
cet-6584	24	14	growth	growth	NOUN
cet-6584	24	15	that	that	PRON
cet-6584	24	16	is	be	AUX
cet-6584	24	17	not	not	PART
cet-6584	24	18	simply	simply	ADV
cet-6584	24	19	associated	associate	VERB
cet-6584	24	20	to	to	ADP
cet-6584	24	21	lactose	lactose	VERB
cet-6584	24	22	consumption	consumption	NOUN
cet-6584	24	23	.	.	PUNCT
cet-6584	25	1	in	in	ADP
cet-6584	25	2	fact	fact	NOUN
cet-6584	25	3	,	,	PUNCT
cet-6584	25	4	experiments	experiment	NOUN
cet-6584	25	5	showed	show	VERB
cet-6584	25	6	that	that	SCONJ
cet-6584	25	7	often	often	ADV
cet-6584	25	8	microbial	microbial	ADJ
cet-6584	25	9	growth	growth	NOUN
cet-6584	25	10	stops	stop	VERB
cet-6584	25	11	or	or	CCONJ
cet-6584	25	12	significantly	significantly	ADV
cet-6584	25	13	reduces	reduce	VERB
cet-6584	25	14	at	at	ADP
cet-6584	25	15	intermediate	intermediate	ADJ
cet-6584	25	16	values	value	NOUN
cet-6584	25	17	of	of	ADP
cet-6584	25	18	lactose	lactose	ADJ
cet-6584	25	19	conversion	conversion	NOUN
cet-6584	25	20	,	,	PUNCT
cet-6584	25	21	generally	generally	ADV
cet-6584	25	22	corresponding	correspond	VERB
cet-6584	25	23	to	to	ADP
cet-6584	25	24	the	the	DET
cet-6584	25	25	attainment	attainment	NOUN
cet-6584	25	26	of	of	ADP
cet-6584	25	27	the	the	DET
cet-6584	25	28	final	final	ADJ
cet-6584	25	29	value	value	NOUN
cet-6584	25	30	of	of	ADP
cet-6584	25	31	ethanol	ethanol	NOUN
cet-6584	25	32	concentration	concentration	NOUN
cet-6584	25	33	such	such	ADJ
cet-6584	25	34	as	as	ADP
cet-6584	25	35	30	30	NUM
cet-6584	25	36	g	g	NOUN
cet-6584	25	37	l-1	l-1	NOUN
cet-6584	25	38	after	after	ADP
cet-6584	25	39	about	about	ADV
cet-6584	25	40	24	24	NUM
cet-6584	25	41	h	h	NOUN
cet-6584	25	42	(	(	PUNCT
cet-6584	25	43	parrondo	parrondo	NOUN
cet-6584	25	44	et	et	PROPN
cet-6584	25	45	al	al	PROPN
cet-6584	25	46	.	.	PROPN
cet-6584	25	47	,	,	PUNCT
cet-6584	25	48	2009	2009	NUM
cet-6584	25	49	)	)	PUNCT
cet-6584	25	50	or	or	CCONJ
cet-6584	25	51	25	25	NUM
cet-6584	25	52	g	g	NOUN
cet-6584	25	53	l-1	l-1	NOUN
cet-6584	25	54	after	after	ADP
cet-6584	25	55	about	about	ADV
cet-6584	25	56	18	18	NUM
cet-6584	25	57	h	h	NOUN
cet-6584	25	58	(	(	PUNCT
cet-6584	25	59	sansonetti	sansonetti	NOUN
cet-6584	25	60	et	et	PROPN
cet-6584	25	61	al	al	PROPN
cet-6584	25	62	.	.	PROPN
cet-6584	25	63	2009	2009	NUM
cet-6584	25	64	)	)	PUNCT
cet-6584	25	65	.	.	PUNCT
cet-6584	26	1	similar	similar	ADJ
cet-6584	26	2	results	result	NOUN
cet-6584	26	3	were	be	AUX
cet-6584	26	4	also	also	ADV
cet-6584	26	5	observed	observe	VERB
cet-6584	26	6	by	by	ADP
cet-6584	26	7	joshi	joshi	PROPN
cet-6584	26	8	et	et	PROPN
cet-6584	26	9	al	al	PROPN
cet-6584	26	10	.	.	PROPN
cet-6584	27	1	(	(	PUNCT
cet-6584	27	2	2011	2011	NUM
cet-6584	27	3	)	)	PUNCT
cet-6584	27	4	who	who	PRON
cet-6584	27	5	carried	carry	VERB
cet-6584	27	6	out	out	ADP
cet-6584	27	7	experiments	experiment	NOUN
cet-6584	27	8	with	with	ADP
cet-6584	27	9	kluyveromyces	kluyveromyce	NOUN
cet-6584	27	10	marxianus	marxianus	PROPN
cet-6584	27	11	dsmz	dsmz	NOUN
cet-6584	27	12	5422	5422	NUM
cet-6584	27	13	in	in	ADP
cet-6584	27	14	incubated	incubate	VERB
cet-6584	27	15	flasks	flask	NOUN
cet-6584	27	16	at	at	ADP
cet-6584	27	17	1135	1135	NUM
cet-6584	27	18	37	37	NUM
cet-6584	27	19	°	°	NOUN
cet-6584	27	20	c	c	NOUN
cet-6584	27	21	,	,	PUNCT
cet-6584	27	22	using	use	VERB
cet-6584	27	23	50	50	NUM
cet-6584	27	24	,	,	PUNCT
cet-6584	27	25	100	100	NUM
cet-6584	27	26	and	and	CCONJ
cet-6584	27	27	150	150	NUM
cet-6584	27	28	g	g	NOUN
cet-6584	27	29	l-1	l-1	NOUN
cet-6584	27	30	and	and	CCONJ
cet-6584	27	31	two	two	NUM
cet-6584	27	32	different	different	ADJ
cet-6584	27	33	volumes	volume	NOUN
cet-6584	27	34	of	of	ADP
cet-6584	27	35	inoculum	inoculum	NOUN
cet-6584	27	36	suspensions	suspension	NOUN
cet-6584	27	37	,	,	PUNCT
cet-6584	27	38	1	1	NUM
cet-6584	27	39	and	and	CCONJ
cet-6584	27	40	5	5	NUM
cet-6584	27	41	%	%	NOUN
cet-6584	27	42	.	.	PUNCT
cet-6584	28	1	batch	batch	NOUN
cet-6584	28	2	experiments	experiment	NOUN
cet-6584	28	3	were	be	AUX
cet-6584	28	4	carried	carry	VERB
cet-6584	28	5	out	out	ADP
cet-6584	28	6	for	for	ADP
cet-6584	28	7	times	time	NOUN
cet-6584	28	8	up	up	ADP
cet-6584	28	9	to	to	PART
cet-6584	28	10	60	60	NUM
cet-6584	28	11	h.	h.	NOUN
cet-6584	28	12	in	in	ADP
cet-6584	28	13	all	all	DET
cet-6584	28	14	these	these	DET
cet-6584	28	15	experiments	experiment	NOUN
cet-6584	28	16	the	the	DET
cet-6584	28	17	final	final	ADJ
cet-6584	28	18	ethanol	ethanol	NOUN
cet-6584	28	19	concentration	concentration	NOUN
cet-6584	28	20	appears	appear	VERB
cet-6584	28	21	to	to	PART
cet-6584	28	22	be	be	AUX
cet-6584	28	23	around	around	ADV
cet-6584	28	24	40	40	NUM
cet-6584	28	25	g	g	NOUN
cet-6584	28	26	l-1	l-1	PROPN
cet-6584	28	27	,	,	PUNCT
cet-6584	28	28	independent	independent	ADJ
cet-6584	28	29	of	of	ADP
cet-6584	28	30	the	the	DET
cet-6584	28	31	initial	initial	ADJ
cet-6584	28	32	lactose	lactose	ADJ
cet-6584	28	33	concentration	concentration	NOUN
cet-6584	28	34	and	and	CCONJ
cet-6584	28	35	biomass	biomass	NOUN
cet-6584	28	36	inoculum	inoculum	NOUN
cet-6584	28	37	.	.	PUNCT
cet-6584	29	1	in	in	SCONJ
cet-6584	29	2	all	all	DET
cet-6584	29	3	the	the	DET
cet-6584	29	4	cases	case	NOUN
cet-6584	29	5	reported	report	VERB
cet-6584	29	6	,	,	PUNCT
cet-6584	29	7	the	the	DET
cet-6584	29	8	final	final	ADJ
cet-6584	29	9	ethanol	ethanol	NOUN
cet-6584	29	10	concentration	concentration	NOUN
cet-6584	29	11	is	be	AUX
cet-6584	29	12	found	find	VERB
cet-6584	29	13	to	to	PART
cet-6584	29	14	be	be	AUX
cet-6584	29	15	reached	reach	VERB
cet-6584	29	16	for	for	ADP
cet-6584	29	17	batch	batch	NOUN
cet-6584	29	18	times	time	NOUN
cet-6584	29	19	between	between	ADP
cet-6584	29	20	10	10	NUM
cet-6584	29	21	and	and	CCONJ
cet-6584	29	22	20	20	NUM
cet-6584	29	23	h	h	NOUN
cet-6584	29	24	,	,	PUNCT
cet-6584	29	25	while	while	SCONJ
cet-6584	29	26	an	an	DET
cet-6584	29	27	almost	almost	ADV
cet-6584	29	28	complete	complete	ADJ
cet-6584	29	29	lactose	lactose	NOUN
cet-6584	29	30	conversion	conversion	NOUN
cet-6584	29	31	required	require	VERB
cet-6584	29	32	at	at	ADP
cet-6584	29	33	least	least	ADJ
cet-6584	29	34	times	time	NOUN
cet-6584	29	35	between	between	ADP
cet-6584	29	36	30	30	NUM
cet-6584	29	37	and	and	CCONJ
cet-6584	29	38	50	50	NUM
cet-6584	29	39	h.	h.	NOUN
cet-6584	29	40	in	in	ADP
cet-6584	29	41	the	the	DET
cet-6584	29	42	present	present	ADJ
cet-6584	29	43	work	work	NOUN
cet-6584	29	44	a	a	DET
cet-6584	29	45	simple	simple	ADJ
cet-6584	29	46	unstructured	unstructured	ADJ
cet-6584	29	47	model	model	NOUN
cet-6584	29	48	will	will	AUX
cet-6584	29	49	be	be	AUX
cet-6584	29	50	presented	present	VERB
cet-6584	29	51	accounting	account	VERB
cet-6584	29	52	for	for	ADP
cet-6584	29	53	the	the	DET
cet-6584	29	54	above	above	ADJ
cet-6584	29	55	reported	report	VERB
cet-6584	29	56	conversion	conversion	NOUN
cet-6584	29	57	features	feature	NOUN
cet-6584	29	58	.	.	PUNCT
cet-6584	30	1	the	the	DET
cet-6584	30	2	objective	objective	NOUN
cet-6584	30	3	is	be	AUX
cet-6584	30	4	to	to	PART
cet-6584	30	5	find	find	VERB
cet-6584	30	6	a	a	DET
cet-6584	30	7	single	single	ADJ
cet-6584	30	8	set	set	NOUN
cet-6584	30	9	of	of	ADP
cet-6584	30	10	model	model	NOUN
cet-6584	30	11	parameters	parameter	NOUN
cet-6584	30	12	to	to	PART
cet-6584	30	13	describe	describe	VERB
cet-6584	30	14	all	all	DET
cet-6584	30	15	the	the	DET
cet-6584	30	16	experiments	experiment	NOUN
cet-6584	30	17	of	of	ADP
cet-6584	30	18	joshi	joshi	PROPN
cet-6584	30	19	et	et	PROPN
cet-6584	30	20	al	al	PROPN
cet-6584	30	21	.	.	PROPN
cet-6584	31	1	(	(	PUNCT
cet-6584	31	2	2011	2011	NUM
cet-6584	31	3	)	)	PUNCT
cet-6584	31	4	.	.	PUNCT
cet-6584	32	1	furthermore	furthermore	ADV
cet-6584	32	2	the	the	DET
cet-6584	32	3	effectiveness	effectiveness	NOUN
cet-6584	32	4	of	of	ADP
cet-6584	32	5	the	the	DET
cet-6584	32	6	model	model	NOUN
cet-6584	32	7	to	to	PART
cet-6584	32	8	scale	scale	VERB
cet-6584	32	9	up	up	ADP
cet-6584	32	10	operation	operation	NOUN
cet-6584	32	11	will	will	AUX
cet-6584	32	12	be	be	AUX
cet-6584	32	13	verified	verify	VERB
cet-6584	32	14	by	by	ADP
cet-6584	32	15	using	use	VERB
cet-6584	32	16	the	the	DET
cet-6584	32	17	same	same	ADJ
cet-6584	32	18	set	set	NOUN
cet-6584	32	19	of	of	ADP
cet-6584	32	20	parameters	parameter	NOUN
cet-6584	32	21	to	to	PART
cet-6584	32	22	predict	predict	VERB
cet-6584	32	23	new	new	ADJ
cet-6584	32	24	experimental	experimental	ADJ
cet-6584	32	25	results	result	NOUN
cet-6584	32	26	found	find	VERB
cet-6584	32	27	on	on	ADP
cet-6584	32	28	a	a	DET
cet-6584	32	29	laboratory	laboratory	NOUN
cet-6584	32	30	scale	scale	NOUN
cet-6584	32	31	batch	batch	NOUN
cet-6584	32	32	fermenter	fermenter	NOUN
cet-6584	32	33	.	.	PUNCT
cet-6584	33	1	2	2	X
cet-6584	33	2	.	.	X
cet-6584	33	3	model	model	NOUN
cet-6584	33	4	description	description	NOUN
cet-6584	33	5	the	the	DET
cet-6584	33	6	proposed	propose	VERB
cet-6584	33	7	model	model	NOUN
cet-6584	33	8	consists	consist	VERB
cet-6584	33	9	of	of	ADP
cet-6584	33	10	a	a	DET
cet-6584	33	11	set	set	NOUN
cet-6584	33	12	of	of	ADP
cet-6584	33	13	three	three	NUM
cet-6584	33	14	differential	differential	ADJ
cet-6584	33	15	equations	equation	NOUN
cet-6584	33	16	which	which	PRON
cet-6584	33	17	describe	describe	VERB
cet-6584	33	18	the	the	DET
cet-6584	33	19	variation	variation	NOUN
cet-6584	33	20	over	over	ADP
cet-6584	33	21	time	time	NOUN
cet-6584	33	22	of	of	ADP
cet-6584	33	23	substrate	substrate	NOUN
cet-6584	33	24	of	of	ADP
cet-6584	33	25	ethanol	ethanol	NOUN
cet-6584	33	26	and	and	CCONJ
cet-6584	33	27	microorganism	microorganism	NOUN
cet-6584	33	28	.	.	PUNCT
cet-6584	34	1	it	it	PRON
cet-6584	34	2	has	have	AUX
cet-6584	34	3	been	be	AUX
cet-6584	34	4	assumed	assume	VERB
cet-6584	34	5	that	that	SCONJ
cet-6584	34	6	the	the	DET
cet-6584	34	7	ethanol	ethanol	NOUN
cet-6584	34	8	production	production	NOUN
cet-6584	34	9	as	as	SCONJ
cet-6584	34	10	observed	observe	VERB
cet-6584	34	11	,	,	PUNCT
cet-6584	34	12	is	be	AUX
cet-6584	34	13	limited	limit	VERB
cet-6584	34	14	to	to	ADP
cet-6584	34	15	the	the	DET
cet-6584	34	16	attainment	attainment	NOUN
cet-6584	34	17	of	of	ADP
cet-6584	34	18	a	a	DET
cet-6584	34	19	threshold	threshold	NOUN
cet-6584	34	20	value	value	NOUN
cet-6584	34	21	of	of	ADP
cet-6584	34	22	the	the	DET
cet-6584	34	23	ethanol	ethanol	NOUN
cet-6584	34	24	,	,	PUNCT
cet-6584	34	25	concentration	concentration	NOUN
cet-6584	34	26	.	.	PUNCT
cet-6584	35	1	therefore	therefore	ADV
cet-6584	35	2	two	two	NUM
cet-6584	35	3	different	different	ADJ
cet-6584	35	4	kinetics	kinetic	NOUN
cet-6584	35	5	occur	occur	VERB
cet-6584	35	6	with	with	ADP
cet-6584	35	7	time	time	NOUN
cet-6584	35	8	.	.	PUNCT
cet-6584	36	1	namely	namely	ADV
cet-6584	36	2	an	an	DET
cet-6584	36	3	alcoholic	alcoholic	ADJ
cet-6584	36	4	fermentation	fermentation	NOUN
cet-6584	36	5	at	at	ADP
cet-6584	36	6	low	low	ADJ
cet-6584	36	7	ethanol	ethanol	NOUN
cet-6584	36	8	concentration	concentration	NOUN
cet-6584	36	9	and	and	CCONJ
cet-6584	36	10	an	an	DET
cet-6584	36	11	nonalcoholic	nonalcoholic	NOUN
cet-6584	36	12	fermentation	fermentation	NOUN
cet-6584	36	13	at	at	ADP
cet-6584	36	14	high	high	ADJ
cet-6584	36	15	ethanol	ethanol	NOUN
cet-6584	36	16	concentrations	concentration	NOUN
cet-6584	36	17	are	be	AUX
cet-6584	36	18	respectively	respectively	ADV
cet-6584	36	19	assumed	assume	VERB
cet-6584	36	20	.	.	PUNCT
cet-6584	37	1	with	with	ADP
cet-6584	37	2	reference	reference	NOUN
cet-6584	37	3	to	to	ADP
cet-6584	37	4	the	the	DET
cet-6584	37	5	transition	transition	NOUN
cet-6584	37	6	between	between	ADP
cet-6584	37	7	the	the	DET
cet-6584	37	8	two	two	NUM
cet-6584	37	9	regimes	regime	NOUN
cet-6584	37	10	,	,	PUNCT
cet-6584	37	11	the	the	DET
cet-6584	37	12	switch	switch	NOUN
cet-6584	37	13	to	to	ADP
cet-6584	37	14	non	non	ADJ
cet-6584	37	15	-	-	ADJ
cet-6584	37	16	alcoholic	alcoholic	ADJ
cet-6584	37	17	fermentation	fermentation	NOUN
cet-6584	37	18	is	be	AUX
cet-6584	37	19	described	describe	VERB
cet-6584	37	20	by	by	ADP
cet-6584	37	21	an	an	DET
cet-6584	37	22	activation	activation	NOUN
cet-6584	37	23	factor	factor	NOUN
cet-6584	37	24	with	with	ADP
cet-6584	37	25	an	an	DET
cet-6584	37	26	arrhenius	arrhenius	NOUN
cet-6584	37	27	type	type	NOUN
cet-6584	37	28	of	of	ADP
cet-6584	37	29	expression	expression	NOUN
cet-6584	37	30	:	:	PUNCT
cet-6584	37	31	(	(	PUNCT
cet-6584	37	32	)	)	PUNCT
cet-6584	37	33	[	[	PUNCT
cet-6584	37	34	]	]	X
cet-6584	37	35	iemaxexp	iemaxexp	NOUN
cet-6584	37	36	ke	ke	NOUN
cet-6584	37	37	-	-	PUNCT
cet-6584	37	38	eα=	eα=	NOUN
cet-6584	37	39	(	(	PUNCT
cet-6584	37	40	1	1	X
cet-6584	37	41	)	)	PUNCT
cet-6584	37	42	where	where	SCONJ
cet-6584	37	43	e	e	NOUN
cet-6584	37	44	is	be	AUX
cet-6584	37	45	the	the	DET
cet-6584	37	46	ethanol	ethanol	NOUN
cet-6584	37	47	concentration	concentration	NOUN
cet-6584	37	48	,	,	PUNCT
cet-6584	37	49	emax	emax	PROPN
cet-6584	37	50	is	be	AUX
cet-6584	37	51	the	the	DET
cet-6584	37	52	maximum	maximum	ADJ
cet-6584	37	53	attainable	attainable	ADJ
cet-6584	37	54	ethanol	ethanol	NOUN
cet-6584	37	55	concentration	concentration	NOUN
cet-6584	37	56	and	and	CCONJ
cet-6584	37	57	kie	kie	NOUN
cet-6584	37	58	is	be	AUX
cet-6584	37	59	a	a	DET
cet-6584	37	60	constant	constant	ADJ
cet-6584	37	61	which	which	PRON
cet-6584	37	62	determines	determine	VERB
cet-6584	37	63	how	how	SCONJ
cet-6584	37	64	close	close	ADJ
cet-6584	37	65	to	to	PART
cet-6584	37	66	emax	emax	VERB
cet-6584	37	67	the	the	DET
cet-6584	37	68	inhibition	inhibition	NOUN
cet-6584	37	69	effect	effect	NOUN
cet-6584	37	70	become	become	VERB
cet-6584	37	71	significant	significant	ADJ
cet-6584	37	72	.	.	PUNCT
cet-6584	38	1	the	the	DET
cet-6584	38	2	lactose	lactose	ADJ
cet-6584	38	3	consumption	consumption	NOUN
cet-6584	38	4	is	be	AUX
cet-6584	38	5	assumed	assume	VERB
cet-6584	38	6	to	to	PART
cet-6584	38	7	be	be	AUX
cet-6584	38	8	described	describe	VERB
cet-6584	38	9	by	by	ADP
cet-6584	38	10	a	a	DET
cet-6584	38	11	saturation	saturation	NOUN
cet-6584	38	12	kind	kind	NOUN
cet-6584	38	13	of	of	ADP
cet-6584	38	14	kinetics	kinetic	NOUN
cet-6584	38	15	of	of	ADP
cet-6584	38	16	the	the	DET
cet-6584	38	17	monod	monod	NOUN
cet-6584	38	18	type	type	NOUN
cet-6584	38	19	in	in	ADP
cet-6584	38	20	which	which	PRON
cet-6584	38	21	the	the	DET
cet-6584	38	22	frequency	frequency	NOUN
cet-6584	38	23	factor	factor	NOUN
cet-6584	38	24	changes	change	NOUN
cet-6584	38	25	according	accord	VERB
cet-6584	38	26	to	to	ADP
cet-6584	38	27	the	the	DET
cet-6584	38	28	ethanol	ethanol	NOUN
cet-6584	38	29	concentration	concentration	NOUN
cet-6584	38	30	:	:	PUNCT
cet-6584	38	31	(	(	PUNCT
cet-6584	38	32	)	)	PUNCT
cet-6584	38	33	[	[	PUNCT
cet-6584	38	34	]	]	X
cet-6584	38	35	x	x	X
cet-6584	38	36	l+k	l+k	PROPN
cet-6584	38	37	lαkαk	lαkαk	PROPN
cet-6584	38	38	=	=	SYM
cet-6584	38	39	t	t	PROPN
cet-6584	38	40	l	l	NOUN
cet-6584	38	41	m	m	VERB
cet-6584	38	42	21	21	NUM
cet-6584	38	43	1	1	NUM
cet-6584	38	44	d	d	X
cet-6584	38	45	d	d	PROPN
cet-6584	39	1	+	+	NOUN
cet-6584	39	2	−	−	PROPN
cet-6584	39	3	(	(	PUNCT
cet-6584	39	4	2	2	NUM
cet-6584	39	5	)	)	PUNCT
cet-6584	39	6	where	where	SCONJ
cet-6584	39	7	l	l	NOUN
cet-6584	39	8	is	be	AUX
cet-6584	39	9	the	the	DET
cet-6584	39	10	lactose	lactose	ADJ
cet-6584	39	11	concentration	concentration	NOUN
cet-6584	39	12	,	,	PUNCT
cet-6584	39	13	t	t	PROPN
cet-6584	39	14	is	be	AUX
cet-6584	39	15	time	time	NOUN
cet-6584	39	16	,	,	PUNCT
cet-6584	39	17	x	x	X
cet-6584	39	18	is	be	AUX
cet-6584	39	19	the	the	DET
cet-6584	39	20	biomass	biomass	NOUN
cet-6584	39	21	concentration	concentration	NOUN
cet-6584	39	22	,	,	PUNCT
cet-6584	39	23	k1	k1	PROPN
cet-6584	39	24	is	be	AUX
cet-6584	39	25	the	the	DET
cet-6584	39	26	first	first	ADJ
cet-6584	39	27	order	order	NOUN
cet-6584	39	28	kinetic	kinetic	ADJ
cet-6584	39	29	constant	constant	ADJ
cet-6584	39	30	for	for	ADP
cet-6584	39	31	lactose	lactose	ADJ
cet-6584	39	32	consumption	consumption	NOUN
cet-6584	39	33	during	during	ADP
cet-6584	39	34	alcoholic	alcoholic	ADJ
cet-6584	39	35	fermentation	fermentation	NOUN
cet-6584	39	36	,	,	PUNCT
cet-6584	39	37	k2	k2	PROPN
cet-6584	39	38	is	be	AUX
cet-6584	39	39	the	the	DET
cet-6584	39	40	first	first	ADJ
cet-6584	39	41	order	order	NOUN
cet-6584	39	42	kinetic	kinetic	ADJ
cet-6584	39	43	constant	constant	ADJ
cet-6584	39	44	for	for	ADP
cet-6584	39	45	lactose	lactose	ADJ
cet-6584	39	46	consumption	consumption	NOUN
cet-6584	39	47	during	during	ADP
cet-6584	39	48	non	non	ADJ
cet-6584	39	49	-	-	ADJ
cet-6584	39	50	alcoholic	alcoholic	ADJ
cet-6584	39	51	fermentation	fermentation	NOUN
cet-6584	39	52	and	and	CCONJ
cet-6584	39	53	km	km	VERB
cet-6584	39	54	the	the	DET
cet-6584	39	55	monod	monod	NOUN
cet-6584	39	56	constant	constant	ADJ
cet-6584	39	57	.	.	PUNCT
cet-6584	40	1	ethanol	ethanol	NOUN
cet-6584	40	2	production	production	NOUN
cet-6584	40	3	is	be	AUX
cet-6584	40	4	due	due	ADJ
cet-6584	40	5	to	to	ADP
cet-6584	40	6	alcoholic	alcoholic	ADJ
cet-6584	40	7	fermentation	fermentation	NOUN
cet-6584	40	8	only	only	ADV
cet-6584	40	9	and	and	CCONJ
cet-6584	40	10	it	it	PRON
cet-6584	40	11	is	be	AUX
cet-6584	40	12	assumed	assume	VERB
cet-6584	40	13	to	to	PART
cet-6584	40	14	be	be	AUX
cet-6584	40	15	proportional	proportional	ADJ
cet-6584	40	16	to	to	AUX
cet-6584	40	17	lactose	lactose	VERB
cet-6584	40	18	consumption	consumption	NOUN
cet-6584	40	19	during	during	ADP
cet-6584	40	20	that	that	DET
cet-6584	40	21	phase	phase	NOUN
cet-6584	40	22	:	:	PUNCT
cet-6584	40	23	(	(	PUNCT
cet-6584	40	24	)	)	PUNCT
cet-6584	40	25	αx	αx	NOUN
cet-6584	40	26	l+k	l+k	VERB
cet-6584	40	27	lky	lky	NOUN
cet-6584	40	28	=	=	SYM
cet-6584	40	29	t	t	X
cet-6584	40	30	e	e	NOUN
cet-6584	40	31	−1	−1	NOUN
cet-6584	40	32	d	d	PROPN
cet-6584	41	1	d	d	NOUN
cet-6584	41	2	m	m	VERB
cet-6584	41	3	1e	1e	NOUN
cet-6584	41	4	(	(	PUNCT
cet-6584	41	5	3	3	NUM
cet-6584	41	6	)	)	PUNCT
cet-6584	41	7	where	where	SCONJ
cet-6584	41	8	ye	ye	PRON
cet-6584	41	9	is	be	AUX
cet-6584	41	10	the	the	DET
cet-6584	41	11	yield	yield	NOUN
cet-6584	41	12	of	of	ADP
cet-6584	41	13	ethanol	ethanol	NOUN
cet-6584	41	14	from	from	ADP
cet-6584	41	15	lactose	lactose	NOUN
cet-6584	41	16	due	due	ADP
cet-6584	41	17	to	to	ADP
cet-6584	41	18	alcoholic	alcoholic	ADJ
cet-6584	41	19	fermentation	fermentation	NOUN
cet-6584	41	20	.	.	PUNCT
cet-6584	42	1	the	the	DET
cet-6584	42	2	biomass	biomass	NOUN
cet-6584	42	3	growth	growth	NOUN
cet-6584	42	4	it	it	PRON
cet-6584	42	5	is	be	AUX
cet-6584	42	6	considered	consider	VERB
cet-6584	42	7	to	to	PART
cet-6584	42	8	be	be	AUX
cet-6584	42	9	proportional	proportional	ADJ
cet-6584	42	10	to	to	AUX
cet-6584	42	11	lactose	lactose	VERB
cet-6584	42	12	consumption	consumption	NOUN
cet-6584	42	13	during	during	ADP
cet-6584	42	14	the	the	DET
cet-6584	42	15	whole	whole	ADJ
cet-6584	42	16	process	process	NOUN
cet-6584	42	17	:	:	PUNCT
cet-6584	42	18	(	(	PUNCT
cet-6584	42	19	)	)	PUNCT
cet-6584	42	20	[	[	PUNCT
cet-6584	42	21	]	]	X
cet-6584	42	22	x	x	X
cet-6584	42	23	+	+	NOUN
cet-6584	42	24	lk	lk	ADJ
cet-6584	42	25	l	l	ADJ
cet-6584	42	26	αk	αk	NOUN
cet-6584	42	27	-	-	PUNCT
cet-6584	42	28	αk	αk	NOUN
cet-6584	42	29	y	y	NOUN
cet-6584	42	30	=	=	SYM
cet-6584	42	31	t	t	PROPN
cet-6584	42	32	x	x	PROPN
cet-6584	42	33	m	m	NOUN
cet-6584	42	34	21x	21x	NOUN
cet-6584	42	35	1	1	NUM
cet-6584	42	36	d	d	NOUN
cet-6584	42	37	d	d	PROPN
cet-6584	42	38	+	+	CCONJ
cet-6584	42	39	(	(	PUNCT
cet-6584	42	40	4	4	NUM
cet-6584	42	41	)	)	PUNCT
cet-6584	42	42	where	where	SCONJ
cet-6584	42	43	yx	yx	PROPN
cet-6584	42	44	is	be	AUX
cet-6584	42	45	the	the	PRON
cet-6584	42	46	is	be	AUX
cet-6584	42	47	the	the	DET
cet-6584	42	48	yield	yield	NOUN
cet-6584	42	49	of	of	ADP
cet-6584	42	50	biomass	biomass	NOUN
cet-6584	42	51	from	from	ADP
cet-6584	42	52	lactose	lactose	NOUN
cet-6584	42	53	.	.	PUNCT
cet-6584	43	1	3	3	X
cet-6584	43	2	.	.	X
cet-6584	43	3	materials	material	NOUN
cet-6584	43	4	and	and	CCONJ
cet-6584	43	5	procedures	procedure	NOUN
cet-6584	43	6	3.1	3.1	NUM
cet-6584	43	7	yeast	yeast	NOUN
cet-6584	43	8	the	the	DET
cet-6584	43	9	microorganism	microorganism	NOUN
cet-6584	43	10	used	use	VERB
cet-6584	43	11	in	in	ADP
cet-6584	43	12	this	this	DET
cet-6584	43	13	work	work	NOUN
cet-6584	43	14	was	be	AUX
cet-6584	43	15	a	a	DET
cet-6584	43	16	kluyveromyces	kluyveromyce	NOUN
cet-6584	43	17	marxianus	marxianus	NOUN
cet-6584	43	18	dsmz	dsmz	NOUN
cet-6584	43	19	5422	5422	NUM
cet-6584	43	20	that	that	PRON
cet-6584	43	21	was	be	AUX
cet-6584	43	22	obtained	obtain	VERB
cet-6584	43	23	from	from	ADP
cet-6584	43	24	the	the	DET
cet-6584	43	25	deutsche	deutsche	PROPN
cet-6584	43	26	sammlung	sammlung	PROPN
cet-6584	43	27	von	von	PROPN
cet-6584	43	28	mikroorganismen	mikroorganismen	PROPN
cet-6584	43	29	und	und	VERB
cet-6584	43	30	zellkulturen	zellkulturen	PROPN
cet-6584	43	31	gmbh	gmbh	PROPN
cet-6584	43	32	(	(	PUNCT
cet-6584	43	33	dsmz	dsmz	PROPN
cet-6584	43	34	)	)	PUNCT
cet-6584	43	35	.	.	PUNCT
cet-6584	44	1	this	this	DET
cet-6584	44	2	microorganism	microorganism	NOUN
cet-6584	44	3	has	have	VERB
cet-6584	44	4	an	an	DET
cet-6584	44	5	optimal	optimal	ADJ
cet-6584	44	6	thermal	thermal	ADJ
cet-6584	44	7	tolerance	tolerance	NOUN
cet-6584	44	8	and	and	CCONJ
cet-6584	44	9	a	a	DET
cet-6584	44	10	good	good	ADJ
cet-6584	44	11	capacity	capacity	NOUN
cet-6584	44	12	of	of	ADP
cet-6584	44	13	lactose	lactose	ADJ
cet-6584	44	14	fermentation	fermentation	NOUN
cet-6584	44	15	.	.	PUNCT
cet-6584	45	1	it	it	PRON
cet-6584	45	2	had	have	AUX
cet-6584	45	3	been	be	AUX
cet-6584	45	4	maintained	maintain	VERB
cet-6584	45	5	frozen	freeze	VERB
cet-6584	45	6	at	at	ADP
cet-6584	45	7	-80	-80	NOUN
cet-6584	45	8	°	°	ADP
cet-6584	45	9	c	c	NOUN
cet-6584	45	10	in	in	ADP
cet-6584	45	11	20	20	NUM
cet-6584	45	12	%	%	NOUN
cet-6584	45	13	glycerol	glycerol	NOUN
cet-6584	45	14	.	.	PUNCT
cet-6584	46	1	3.2	3.2	NUM
cet-6584	46	2	batch	batch	NOUN
cet-6584	46	3	fermentation	fermentation	NOUN
cet-6584	46	4	the	the	DET
cet-6584	46	5	inoculum	inoculum	NOUN
cet-6584	46	6	of	of	ADP
cet-6584	46	7	the	the	DET
cet-6584	46	8	microorganism	microorganism	NOUN
cet-6584	46	9	was	be	AUX
cet-6584	46	10	prepared	prepare	VERB
cet-6584	46	11	according	accord	VERB
cet-6584	46	12	to	to	ADP
cet-6584	46	13	kargi	kargi	PROPN
cet-6584	46	14	and	and	CCONJ
cet-6584	46	15	ozmihci	ozmihci	PROPN
cet-6584	46	16	(	(	PUNCT
cet-6584	46	17	2007	2007	NUM
cet-6584	46	18	)	)	PUNCT
cet-6584	46	19	by	by	ADP
cet-6584	46	20	using	use	VERB
cet-6584	46	21	an	an	DET
cet-6584	46	22	inoculum	inoculum	NOUN
cet-6584	46	23	medium	medium	NOUN
cet-6584	46	24	containing	contain	VERB
cet-6584	46	25	lactose	lactose	NOUN
cet-6584	46	26	(	(	PUNCT
cet-6584	46	27	50	50	NUM
cet-6584	46	28	g	g	NOUN
cet-6584	46	29	l-1	l-1	NUM
cet-6584	46	30	)	)	PUNCT
cet-6584	46	31	,	,	PUNCT
cet-6584	46	32	yeast	yeast	NOUN
cet-6584	46	33	extract	extract	NOUN
cet-6584	46	34	(	(	PUNCT
cet-6584	46	35	5	5	NUM
cet-6584	46	36	g	g	NOUN
cet-6584	46	37	l-1	l-1	NUM
cet-6584	46	38	)	)	PUNCT
cet-6584	46	39	,	,	PUNCT
cet-6584	46	40	peptone	peptone	NOUN
cet-6584	46	41	(	(	PUNCT
cet-6584	46	42	5	5	NUM
cet-6584	46	43	g	g	NOUN
cet-6584	46	44	l-1	l-1	NUM
cet-6584	46	45	)	)	PUNCT
cet-6584	46	46	,	,	PUNCT
cet-6584	46	47	nh4cl	nh4cl	PROPN
cet-6584	46	48	(	(	PUNCT
cet-6584	46	49	2	2	NUM
cet-6584	46	50	g	g	NOUN
cet-6584	46	51	l-1	l-1	NUM
cet-6584	46	52	)	)	PUNCT
cet-6584	46	53	,	,	PUNCT
cet-6584	46	54	kh2po4	kh2po4	NOUN
cet-6584	46	55	(	(	PUNCT
cet-6584	46	56	1	1	NUM
cet-6584	46	57	g	g	NOUN
cet-6584	46	58	l-1	l-1	NUM
cet-6584	46	59	)	)	PUNCT
cet-6584	46	60	,	,	PUNCT
cet-6584	46	61	mgso4·7h2o	mgso4·7h2o	NOUN
cet-6584	46	62	(	(	PUNCT
cet-6584	46	63	0.3	0.3	NUM
cet-6584	46	64	g	g	NOUN
cet-6584	46	65	l-1	l-1	NUM
cet-6584	46	66	)	)	PUNCT
cet-6584	46	67	,	,	PUNCT
cet-6584	46	68	na	na	NOUN
cet-6584	46	69	-	-	PUNCT
cet-6584	46	70	thioglycolate	thioglycolate	NOUN
cet-6584	46	71	(	(	PUNCT
cet-6584	46	72	200	200	NUM
cet-6584	46	73	mg	mg	NUM
cet-6584	46	74	l-1	l-1	NUM
cet-6584	46	75	)	)	PUNCT
cet-6584	46	76	.	.	PUNCT
cet-6584	47	1	the	the	DET
cet-6584	47	2	culture	culture	NOUN
cet-6584	47	3	medium	medium	NOUN
cet-6584	47	4	for	for	ADP
cet-6584	47	5	the	the	DET
cet-6584	47	6	1136	1136	NUM
cet-6584	47	7	fermentation	fermentation	NOUN
cet-6584	47	8	experiment	experiment	NOUN
cet-6584	47	9	was	be	AUX
cet-6584	47	10	prepared	prepare	VERB
cet-6584	47	11	by	by	ADP
cet-6584	47	12	dissolving	dissolve	VERB
cet-6584	47	13	spray	spray	NOUN
cet-6584	47	14	dried	dry	VERB
cet-6584	47	15	cheese	cheese	NOUN
cet-6584	47	16	whey	whey	PROPN
cet-6584	47	17	powder	powder	NOUN
cet-6584	47	18	in	in	ADP
cet-6584	47	19	sterile	sterile	ADJ
cet-6584	47	20	distilled	distil	VERB
cet-6584	47	21	water	water	NOUN
cet-6584	47	22	.	.	PUNCT
cet-6584	48	1	two	two	NUM
cet-6584	48	2	different	different	ADJ
cet-6584	48	3	cheese	cheese	NOUN
cet-6584	48	4	whey	whey	NOUN
cet-6584	48	5	powder	powder	NOUN
cet-6584	48	6	concentrations	concentration	NOUN
cet-6584	48	7	of	of	ADP
cet-6584	48	8	50	50	NUM
cet-6584	48	9	and	and	CCONJ
cet-6584	48	10	100	100	NUM
cet-6584	48	11	g	g	NOUN
cet-6584	48	12	l-1	l-1	NUM
cet-6584	48	13	were	be	AUX
cet-6584	48	14	tested	test	VERB
cet-6584	48	15	.	.	PUNCT
cet-6584	49	1	the	the	DET
cet-6584	49	2	batch	batch	NOUN
cet-6584	49	3	fermentation	fermentation	NOUN
cet-6584	49	4	was	be	AUX
cet-6584	49	5	carried	carry	VERB
cet-6584	49	6	out	out	ADP
cet-6584	49	7	in	in	ADP
cet-6584	49	8	a	a	DET
cet-6584	49	9	bench	bench	NOUN
cet-6584	49	10	top	top	ADJ
cet-6584	49	11	fermenter	fermenter	NOUN
cet-6584	49	12	biostat	biostat	NOUN
cet-6584	49	13	®	®	NOUN
cet-6584	49	14	b	b	PROPN
cet-6584	49	15	plus	plus	CCONJ
cet-6584	49	16	within	within	ADP
cet-6584	49	17	a	a	DET
cet-6584	49	18	2	2	NUM
cet-6584	49	19	l	l	NOUN
cet-6584	49	20	jacketed	jacket	VERB
cet-6584	49	21	jar	jar	NOUN
cet-6584	49	22	.	.	PUNCT
cet-6584	50	1	the	the	DET
cet-6584	50	2	cheese	cheese	NOUN
cet-6584	50	3	whey	whey	NOUN
cet-6584	50	4	powder	powder	NOUN
cet-6584	50	5	solution	solution	NOUN
cet-6584	50	6	was	be	AUX
cet-6584	50	7	autoclaved	autoclave	VERB
cet-6584	50	8	at	at	ADP
cet-6584	50	9	121	121	NUM
cet-6584	50	10	°	°	ADP
cet-6584	50	11	c	c	NOUN
cet-6584	50	12	for	for	ADP
cet-6584	50	13	15	15	NUM
cet-6584	50	14	min	min	NOUN
cet-6584	50	15	prior	prior	ADV
cet-6584	50	16	to	to	ADP
cet-6584	50	17	the	the	DET
cet-6584	50	18	experiment	experiment	NOUN
cet-6584	50	19	.	.	PUNCT
cet-6584	51	1	the	the	DET
cet-6584	51	2	sterile	sterile	ADJ
cet-6584	51	3	medium	medium	NOUN
cet-6584	51	4	was	be	AUX
cet-6584	51	5	centrifuged	centrifuge	VERB
cet-6584	51	6	at	at	ADP
cet-6584	51	7	9000	9000	NUM
cet-6584	51	8	rpm	rpm	NOUN
cet-6584	51	9	to	to	PART
cet-6584	51	10	remove	remove	VERB
cet-6584	51	11	coagulated	coagulated	ADJ
cet-6584	51	12	protein	protein	NOUN
cet-6584	51	13	.	.	PUNCT
cet-6584	52	1	the	the	DET
cet-6584	52	2	ph	ph	NOUN
cet-6584	52	3	of	of	ADP
cet-6584	52	4	the	the	DET
cet-6584	52	5	medium	medium	NOUN
cet-6584	52	6	was	be	AUX
cet-6584	52	7	adjusted	adjust	VERB
cet-6584	52	8	to	to	ADP
cet-6584	52	9	ph	ph	NOUN
cet-6584	52	10	5	5	NUM
cet-6584	52	11	using	use	VERB
cet-6584	52	12	0.1	0.1	NUM
cet-6584	52	13	m	m	NOUN
cet-6584	52	14	h2so4	h2so4	NOUN
cet-6584	52	15	solution	solution	NOUN
cet-6584	52	16	.	.	PUNCT
cet-6584	53	1	the	the	DET
cet-6584	53	2	batch	batch	NOUN
cet-6584	53	3	experiments	experiment	NOUN
cet-6584	53	4	were	be	AUX
cet-6584	53	5	started	start	VERB
cet-6584	53	6	using	use	VERB
cet-6584	53	7	5	5	NUM
cet-6584	53	8	%	%	NOUN
cet-6584	53	9	(	(	PUNCT
cet-6584	53	10	v	v	NOUN
cet-6584	53	11	/	/	SYM
cet-6584	53	12	v	v	NOUN
cet-6584	53	13	)	)	PUNCT
cet-6584	53	14	inoculum	inoculum	NOUN
cet-6584	53	15	for	for	ADP
cet-6584	53	16	48	48	NUM
cet-6584	53	17	hrs	hrs	NOUN
cet-6584	53	18	.	.	PUNCT
cet-6584	54	1	the	the	DET
cet-6584	54	2	samples	sample	NOUN
cet-6584	54	3	were	be	AUX
cet-6584	54	4	removed	remove	VERB
cet-6584	54	5	from	from	ADP
cet-6584	54	6	the	the	DET
cet-6584	54	7	reactor	reactor	NOUN
cet-6584	54	8	periodically	periodically	ADV
cet-6584	54	9	and	and	CCONJ
cet-6584	54	10	centrifuged	centrifuge	VERB
cet-6584	54	11	at	at	ADP
cet-6584	54	12	6500	6500	NUM
cet-6584	54	13	rpm	rpm	NOUN
cet-6584	54	14	to	to	PART
cet-6584	54	15	remove	remove	VERB
cet-6584	54	16	solids	solid	NOUN
cet-6584	54	17	from	from	ADP
cet-6584	54	18	the	the	DET
cet-6584	54	19	liquid	liquid	ADJ
cet-6584	54	20	media	medium	NOUN
cet-6584	54	21	.	.	PUNCT
cet-6584	55	1	total	total	ADJ
cet-6584	55	2	reducing	reduce	VERB
cet-6584	55	3	sugar	sugar	NOUN
cet-6584	55	4	concentrations	concentration	NOUN
cet-6584	55	5	were	be	AUX
cet-6584	55	6	measured	measure	VERB
cet-6584	55	7	by	by	ADP
cet-6584	55	8	using	use	VERB
cet-6584	55	9	the	the	DET
cet-6584	55	10	phenol	phenol	NOUN
cet-6584	55	11	-	-	PUNCT
cet-6584	55	12	acid	acid	NOUN
cet-6584	55	13	method	method	NOUN
cet-6584	55	14	(	(	PUNCT
cet-6584	55	15	dubois	dubois	PROPN
cet-6584	55	16	et	et	PROPN
cet-6584	55	17	al	al	PROPN
cet-6584	55	18	.	.	PROPN
cet-6584	55	19	,	,	PUNCT
cet-6584	55	20	1956	1956	NUM
cet-6584	55	21	)	)	PUNCT
cet-6584	55	22	.	.	PUNCT
cet-6584	56	1	ethanol	ethanol	NOUN
cet-6584	56	2	concentration	concentration	NOUN
cet-6584	56	3	was	be	AUX
cet-6584	56	4	measured	measure	VERB
cet-6584	56	5	using	use	VERB
cet-6584	56	6	dichromate	dichromate	NOUN
cet-6584	56	7	method	method	NOUN
cet-6584	56	8	(	(	PUNCT
cet-6584	56	9	williams	williams	PROPN
cet-6584	56	10	and	and	CCONJ
cet-6584	56	11	resse	resse	NOUN
cet-6584	56	12	,	,	PUNCT
cet-6584	56	13	1950	1950	NUM
cet-6584	56	14	)	)	PUNCT
cet-6584	56	15	.	.	PUNCT
cet-6584	57	1	4	4	X
cet-6584	57	2	.	.	NOUN
cet-6584	57	3	results	result	NOUN
cet-6584	57	4	and	and	CCONJ
cet-6584	57	5	discussion	discussion	VERB
cet-6584	57	6	the	the	DET
cet-6584	57	7	model	model	NOUN
cet-6584	57	8	in	in	ADP
cet-6584	57	9	section	section	NOUN
cet-6584	57	10	2	2	NUM
cet-6584	57	11	was	be	AUX
cet-6584	57	12	integrated	integrate	VERB
cet-6584	57	13	in	in	ADP
cet-6584	57	14	an	an	DET
cet-6584	57	15	excel	excel	NOUN
cet-6584	57	16	spread	spread	NOUN
cet-6584	57	17	sheet	sheet	NOUN
cet-6584	57	18	by	by	ADP
cet-6584	57	19	the	the	DET
cet-6584	57	20	application	application	NOUN
cet-6584	57	21	of	of	ADP
cet-6584	57	22	the	the	DET
cet-6584	57	23	euler	euler	NOUN
cet-6584	57	24	method	method	NOUN
cet-6584	57	25	.	.	PUNCT
cet-6584	58	1	it	it	PRON
cet-6584	58	2	was	be	AUX
cet-6584	58	3	fitted	fit	VERB
cet-6584	58	4	on	on	ADP
cet-6584	58	5	the	the	DET
cet-6584	58	6	data	datum	NOUN
cet-6584	58	7	reported	report	VERB
cet-6584	58	8	by	by	ADP
cet-6584	58	9	joshi	joshi	PROPN
cet-6584	58	10	et	et	PROPN
cet-6584	58	11	al	al	PROPN
cet-6584	58	12	.	.	PROPN
cet-6584	59	1	(	(	PUNCT
cet-6584	59	2	2011	2011	NUM
cet-6584	59	3	)	)	PUNCT
cet-6584	59	4	by	by	ADP
cet-6584	59	5	minimizing	minimize	VERB
cet-6584	59	6	,	,	PUNCT
cet-6584	59	7	with	with	ADP
cet-6584	59	8	the	the	DET
cet-6584	59	9	internal	internal	PROPN
cet-6584	59	10	excel	excel	PROPN
cet-6584	59	11	solver	solver	NOUN
cet-6584	59	12	add	add	NOUN
cet-6584	59	13	-	-	PUNCT
cet-6584	59	14	in	in	ADP
cet-6584	59	15	(	(	PUNCT
cet-6584	59	16	generalized	generalized	ADJ
cet-6584	59	17	reduced	reduce	VERB
cet-6584	59	18	gradient	gradient	NOUN
cet-6584	59	19	method	method	NOUN
cet-6584	59	20	)	)	PUNCT
cet-6584	59	21	,	,	PUNCT
cet-6584	59	22	the	the	DET
cet-6584	59	23	sum	sum	NOUN
cet-6584	59	24	of	of	ADP
cet-6584	59	25	square	square	ADJ
cet-6584	59	26	errors	error	NOUN
cet-6584	59	27	calculated	calculate	VERB
cet-6584	59	28	between	between	ADP
cet-6584	59	29	experiments	experiment	NOUN
cet-6584	59	30	and	and	CCONJ
cet-6584	59	31	model	model	NOUN
cet-6584	59	32	prediction	prediction	NOUN
cet-6584	59	33	for	for	ADP
cet-6584	59	34	ethanol	ethanol	NOUN
cet-6584	59	35	,	,	PUNCT
cet-6584	59	36	lactose	lactose	NOUN
cet-6584	59	37	and	and	CCONJ
cet-6584	59	38	biomass	biomass	VERB
cet-6584	59	39	the	the	DET
cet-6584	59	40	errors	error	NOUN
cet-6584	59	41	of	of	ADP
cet-6584	59	42	this	this	DET
cet-6584	59	43	latter	latter	ADJ
cet-6584	59	44	parameter	parameter	NOUN
cet-6584	59	45	were	be	AUX
cet-6584	59	46	multiplied	multiply	VERB
cet-6584	59	47	by	by	ADP
cet-6584	59	48	10	10	NUM
cet-6584	59	49	to	to	PART
cet-6584	59	50	account	account	VERB
cet-6584	59	51	for	for	ADP
cet-6584	59	52	the	the	DET
cet-6584	59	53	difference	difference	NOUN
cet-6584	59	54	in	in	ADP
cet-6584	59	55	the	the	DET
cet-6584	59	56	magnitude	magnitude	NOUN
cet-6584	59	57	order	order	NOUN
cet-6584	59	58	between	between	ADP
cet-6584	59	59	biomass	biomass	NOUN
cet-6584	59	60	concentration	concentration	NOUN
cet-6584	59	61	and	and	CCONJ
cet-6584	59	62	those	those	PRON
cet-6584	59	63	of	of	ADP
cet-6584	59	64	lactose	lactose	NOUN
cet-6584	59	65	and	and	CCONJ
cet-6584	59	66	ethanol	ethanol	NOUN
cet-6584	59	67	.	.	PUNCT
cet-6584	60	1	actually	actually	ADV
cet-6584	60	2	this	this	DET
cet-6584	60	3	difference	difference	NOUN
cet-6584	60	4	of	of	ADP
cet-6584	60	5	magnitude	magnitude	NOUN
cet-6584	60	6	order	order	NOUN
cet-6584	60	7	is	be	AUX
cet-6584	60	8	larger	large	ADJ
cet-6584	60	9	than	than	ADP
cet-6584	60	10	one	one	NUM
cet-6584	60	11	,	,	PUNCT
cet-6584	60	12	however	however	ADV
cet-6584	60	13	,	,	PUNCT
cet-6584	60	14	a	a	DET
cet-6584	60	15	lesser	less	ADJ
cet-6584	60	16	weight	weight	NOUN
cet-6584	60	17	of	of	ADP
cet-6584	60	18	the	the	DET
cet-6584	60	19	error	error	NOUN
cet-6584	60	20	on	on	ADP
cet-6584	60	21	the	the	DET
cet-6584	60	22	biomass	biomass	NOUN
cet-6584	60	23	is	be	AUX
cet-6584	60	24	left	leave	VERB
cet-6584	60	25	because	because	SCONJ
cet-6584	60	26	of	of	ADP
cet-6584	60	27	the	the	DET
cet-6584	60	28	much	much	ADV
cet-6584	60	29	higher	high	ADJ
cet-6584	60	30	scatter	scatter	NOUN
cet-6584	60	31	in	in	ADP
cet-6584	60	32	the	the	DET
cet-6584	60	33	experimental	experimental	ADJ
cet-6584	60	34	error	error	NOUN
cet-6584	60	35	experienced	experience	VERB
cet-6584	60	36	with	with	ADP
cet-6584	60	37	this	this	DET
cet-6584	60	38	parameter	parameter	NOUN
cet-6584	60	39	.	.	PUNCT
cet-6584	61	1	on	on	ADP
cet-6584	61	2	the	the	DET
cet-6584	61	3	other	other	ADJ
cet-6584	61	4	hand	hand	NOUN
cet-6584	61	5	,	,	PUNCT
cet-6584	61	6	biomass	biomass	NOUN
cet-6584	61	7	appears	appear	VERB
cet-6584	61	8	in	in	ADP
cet-6584	61	9	the	the	DET
cet-6584	61	10	differential	differential	ADJ
cet-6584	61	11	mass	mass	NOUN
cet-6584	61	12	balance	balance	NOUN
cet-6584	61	13	equations	equation	NOUN
cet-6584	61	14	of	of	ADP
cet-6584	61	15	all	all	DET
cet-6584	61	16	the	the	DET
cet-6584	61	17	three	three	NUM
cet-6584	61	18	species	specie	NOUN
cet-6584	61	19	considered	consider	VERB
cet-6584	61	20	and	and	CCONJ
cet-6584	61	21	,	,	PUNCT
cet-6584	61	22	therefore	therefore	ADV
cet-6584	61	23	,	,	PUNCT
cet-6584	61	24	the	the	DET
cet-6584	61	25	search	search	NOUN
cet-6584	61	26	of	of	ADP
cet-6584	61	27	the	the	DET
cet-6584	61	28	best	good	ADJ
cet-6584	61	29	model	model	NOUN
cet-6584	61	30	parameter	parameter	NOUN
cet-6584	61	31	values	value	NOUN
cet-6584	61	32	for	for	ADP
cet-6584	61	33	biomass	biomass	NOUN
cet-6584	61	34	is	be	AUX
cet-6584	61	35	in	in	ADP
cet-6584	61	36	any	any	DET
cet-6584	61	37	case	case	NOUN
cet-6584	61	38	sensitive	sensitive	ADJ
cet-6584	61	39	to	to	ADP
cet-6584	61	40	the	the	DET
cet-6584	61	41	experimental	experimental	ADJ
cet-6584	61	42	values	value	NOUN
cet-6584	61	43	of	of	ADP
cet-6584	61	44	all	all	DET
cet-6584	61	45	species	specie	NOUN
cet-6584	61	46	.	.	PUNCT
cet-6584	62	1	the	the	DET
cet-6584	62	2	monod	monod	PROPN
cet-6584	62	3	constant	constant	ADJ
cet-6584	62	4	km	km	PROPN
cet-6584	62	5	had	have	AUX
cet-6584	62	6	been	be	AUX
cet-6584	62	7	experimentally	experimentally	ADV
cet-6584	62	8	determined	determine	VERB
cet-6584	62	9	by	by	ADP
cet-6584	62	10	joshi	joshi	PROPN
cet-6584	62	11	(	(	PUNCT
cet-6584	62	12	2011	2011	NUM
cet-6584	62	13	)	)	PUNCT
cet-6584	62	14	to	to	PART
cet-6584	62	15	be	be	AUX
cet-6584	62	16	610	610	NUM
cet-6584	62	17	g	g	PROPN
cet-6584	62	18	l-1	l-1	NOUN
cet-6584	62	19	.	.	PUNCT
cet-6584	63	1	this	this	DET
cet-6584	63	2	value	value	NOUN
cet-6584	63	3	is	be	AUX
cet-6584	63	4	in	in	ADP
cet-6584	63	5	agreement	agreement	NOUN
cet-6584	63	6	with	with	ADP
cet-6584	63	7	other	other	ADJ
cet-6584	63	8	evaluations	evaluation	NOUN
cet-6584	63	9	found	find	VERB
cet-6584	63	10	in	in	ADP
cet-6584	63	11	the	the	DET
cet-6584	63	12	literature	literature	NOUN
cet-6584	63	13	(	(	PUNCT
cet-6584	63	14	ozmihci	ozmihci	PROPN
cet-6584	63	15	and	and	CCONJ
cet-6584	63	16	kargi	kargi	PROPN
cet-6584	63	17	,	,	PUNCT
cet-6584	63	18	2007a	2007a	NUM
cet-6584	63	19	)	)	PUNCT
cet-6584	63	20	and	and	CCONJ
cet-6584	63	21	therefore	therefore	ADV
cet-6584	63	22	it	it	PRON
cet-6584	63	23	was	be	AUX
cet-6584	63	24	not	not	PART
cet-6584	63	25	considered	consider	VERB
cet-6584	63	26	as	as	ADP
cet-6584	63	27	a	a	DET
cet-6584	63	28	parameter	parameter	NOUN
cet-6584	63	29	to	to	PART
cet-6584	63	30	be	be	AUX
cet-6584	63	31	optimized	optimize	VERB
cet-6584	63	32	.	.	PUNCT
cet-6584	64	1	also	also	ADV
cet-6584	64	2	the	the	DET
cet-6584	64	3	parameter	parameter	NOUN
cet-6584	64	4	kie	kie	PROPN
cet-6584	64	5	was	be	AUX
cet-6584	64	6	not	not	PART
cet-6584	64	7	included	include	VERB
cet-6584	64	8	in	in	ADP
cet-6584	64	9	the	the	DET
cet-6584	64	10	regression	regression	NOUN
cet-6584	64	11	process	process	NOUN
cet-6584	64	12	but	but	CCONJ
cet-6584	64	13	it	it	PRON
cet-6584	64	14	was	be	AUX
cet-6584	64	15	set	set	VERB
cet-6584	64	16	to	to	ADP
cet-6584	64	17	the	the	DET
cet-6584	64	18	value	value	NOUN
cet-6584	64	19	of	of	ADP
cet-6584	64	20	0.05	0.05	NUM
cet-6584	64	21	g-1	g-1	NOUN
cet-6584	64	22	l	l	NOUN
cet-6584	64	23	which	which	PRON
cet-6584	64	24	was	be	AUX
cet-6584	64	25	a	a	DET
cet-6584	64	26	reasonable	reasonable	ADJ
cet-6584	64	27	compromise	compromise	NOUN
cet-6584	64	28	to	to	PART
cet-6584	64	29	ensure	ensure	VERB
cet-6584	64	30	a	a	DET
cet-6584	64	31	smooth	smooth	ADJ
cet-6584	64	32	and	and	CCONJ
cet-6584	64	33	numerically	numerically	ADV
cet-6584	64	34	stable	stable	ADJ
cet-6584	64	35	,	,	PUNCT
cet-6584	64	36	but	but	CCONJ
cet-6584	64	37	rapid	rapid	ADJ
cet-6584	64	38	,	,	PUNCT
cet-6584	64	39	change	change	NOUN
cet-6584	64	40	between	between	ADP
cet-6584	64	41	alcoholic	alcoholic	ADJ
cet-6584	64	42	and	and	CCONJ
cet-6584	64	43	non	non	ADJ
cet-6584	64	44	-	-	ADJ
cet-6584	64	45	alcoholic	alcoholic	ADJ
cet-6584	64	46	fermentation	fermentation	NOUN
cet-6584	64	47	.	.	PUNCT
cet-6584	65	1	two	two	NUM
cet-6584	65	2	different	different	ADJ
cet-6584	65	3	cases	case	NOUN
cet-6584	65	4	were	be	AUX
cet-6584	65	5	considered	consider	VERB
cet-6584	65	6	for	for	ADP
cet-6584	65	7	the	the	DET
cet-6584	65	8	search	search	NOUN
cet-6584	65	9	of	of	ADP
cet-6584	65	10	the	the	DET
cet-6584	65	11	optimized	optimize	VERB
cet-6584	65	12	model	model	NOUN
cet-6584	65	13	parameters	parameter	NOUN
cet-6584	65	14	:	:	PUNCT
cet-6584	65	15	i	i	NOUN
cet-6584	65	16	)	)	PUNCT
cet-6584	65	17	in	in	ADP
cet-6584	65	18	the	the	DET
cet-6584	65	19	first	first	ADJ
cet-6584	65	20	case	case	NOUN
cet-6584	65	21	the	the	DET
cet-6584	65	22	parameter	parameter	NOUN
cet-6584	65	23	k2	k2	PROPN
cet-6584	65	24	was	be	AUX
cet-6584	65	25	forcedly	forcedly	ADV
cet-6584	65	26	set	set	VERB
cet-6584	65	27	to	to	PART
cet-6584	65	28	be	be	AUX
cet-6584	65	29	equal	equal	ADJ
cet-6584	65	30	to	to	ADP
cet-6584	65	31	k1	k1	PROPN
cet-6584	65	32	.	.	PUNCT
cet-6584	66	1	this	this	DET
cet-6584	66	2	assumption	assumption	NOUN
cet-6584	66	3	corresponds	correspond	VERB
cet-6584	66	4	to	to	ADP
cet-6584	66	5	the	the	DET
cet-6584	66	6	hypothesis	hypothesis	NOUN
cet-6584	66	7	that	that	PRON
cet-6584	66	8	the	the	DET
cet-6584	66	9	stop	stop	NOUN
cet-6584	66	10	in	in	ADP
cet-6584	66	11	ethanol	ethanol	NOUN
cet-6584	66	12	fermentation	fermentation	NOUN
cet-6584	66	13	does	do	AUX
cet-6584	66	14	not	not	PART
cet-6584	66	15	bring	bring	VERB
cet-6584	66	16	any	any	DET
cet-6584	66	17	change	change	NOUN
cet-6584	66	18	in	in	ADP
cet-6584	66	19	the	the	DET
cet-6584	66	20	biomass	biomass	NOUN
cet-6584	66	21	growth	growth	NOUN
cet-6584	66	22	and	and	CCONJ
cet-6584	66	23	lactose	lactose	ADJ
cet-6584	66	24	consumption	consumption	NOUN
cet-6584	66	25	.	.	PUNCT
cet-6584	67	1	ii	ii	X
cet-6584	67	2	)	)	PUNCT
cet-6584	67	3	in	in	ADP
cet-6584	67	4	the	the	DET
cet-6584	67	5	second	second	ADJ
cet-6584	67	6	case	case	NOUN
cet-6584	67	7	k2	k2	NOUN
cet-6584	67	8	was	be	AUX
cet-6584	67	9	left	leave	VERB
cet-6584	67	10	free	free	ADJ
cet-6584	67	11	to	to	PART
cet-6584	67	12	change	change	VERB
cet-6584	67	13	and	and	CCONJ
cet-6584	67	14	therefore	therefore	ADV
cet-6584	67	15	it	it	PRON
cet-6584	67	16	is	be	AUX
cet-6584	67	17	assumed	assume	VERB
cet-6584	67	18	that	that	SCONJ
cet-6584	67	19	the	the	DET
cet-6584	67	20	onset	onset	NOUN
cet-6584	67	21	of	of	ADP
cet-6584	67	22	nonalcoholic	nonalcoholic	ADJ
cet-6584	67	23	fermentation	fermentation	NOUN
cet-6584	67	24	determines	determine	VERB
cet-6584	67	25	a	a	DET
cet-6584	67	26	change	change	NOUN
cet-6584	67	27	in	in	ADP
cet-6584	67	28	the	the	DET
cet-6584	67	29	lactose	lactose	ADJ
cet-6584	67	30	consumption	consumption	NOUN
cet-6584	67	31	and	and	CCONJ
cet-6584	67	32	a	a	DET
cet-6584	67	33	proportional	proportional	ADJ
cet-6584	67	34	change	change	NOUN
cet-6584	67	35	in	in	ADP
cet-6584	67	36	the	the	DET
cet-6584	67	37	biomass	biomass	NOUN
cet-6584	67	38	growth	growth	NOUN
cet-6584	67	39	.	.	PUNCT
cet-6584	68	1	the	the	DET
cet-6584	68	2	best	well	ADV
cet-6584	68	3	fitting	fitting	ADJ
cet-6584	68	4	model	model	NOUN
cet-6584	68	5	parameters	parameter	NOUN
cet-6584	68	6	for	for	ADP
cet-6584	68	7	the	the	DET
cet-6584	68	8	two	two	NUM
cet-6584	68	9	cases	case	NOUN
cet-6584	68	10	are	be	AUX
cet-6584	68	11	reported	report	VERB
cet-6584	68	12	in	in	ADP
cet-6584	68	13	table	table	NOUN
cet-6584	68	14	1	1	NUM
cet-6584	68	15	.	.	PUNCT
cet-6584	68	16	comparison	comparison	NOUN
cet-6584	68	17	between	between	ADP
cet-6584	68	18	model	model	NOUN
cet-6584	68	19	and	and	CCONJ
cet-6584	68	20	experiments	experiment	NOUN
cet-6584	68	21	is	be	AUX
cet-6584	68	22	reported	report	VERB
cet-6584	68	23	in	in	ADP
cet-6584	68	24	figures	figure	NOUN
cet-6584	68	25	1	1	NUM
cet-6584	68	26	and	and	CCONJ
cet-6584	68	27	2	2	NUM
cet-6584	68	28	for	for	ADP
cet-6584	68	29	cases	case	NOUN
cet-6584	68	30	i	i	PRON
cet-6584	68	31	)	)	PUNCT
cet-6584	68	32	and	and	CCONJ
cet-6584	68	33	ii	ii	NOUN
cet-6584	68	34	)	)	PUNCT
cet-6584	68	35	respectively	respectively	ADV
cet-6584	68	36	.	.	PUNCT
cet-6584	69	1	inspection	inspection	NOUN
cet-6584	69	2	of	of	ADP
cet-6584	69	3	figure	figure	NOUN
cet-6584	69	4	1	1	NUM
cet-6584	69	5	indicates	indicate	VERB
cet-6584	69	6	that	that	SCONJ
cet-6584	69	7	case	case	NOUN
cet-6584	69	8	i	i	PRON
cet-6584	69	9	)	)	PUNCT
cet-6584	69	10	of	of	ADP
cet-6584	69	11	the	the	DET
cet-6584	69	12	model	model	NOUN
cet-6584	69	13	optimization	optimization	NOUN
cet-6584	69	14	is	be	AUX
cet-6584	69	15	able	able	ADJ
cet-6584	69	16	to	to	PART
cet-6584	69	17	satisfactorily	satisfactorily	ADV
cet-6584	69	18	describe	describe	VERB
cet-6584	69	19	ethanol	ethanol	NOUN
cet-6584	69	20	production	production	NOUN
cet-6584	69	21	,	,	PUNCT
cet-6584	69	22	but	but	CCONJ
cet-6584	69	23	not	not	PART
cet-6584	69	24	lactose	lactose	VERB
cet-6584	69	25	consumption	consumption	NOUN
cet-6584	69	26	and	and	CCONJ
cet-6584	69	27	biomass	biomass	NOUN
cet-6584	69	28	growth	growth	NOUN
cet-6584	69	29	.	.	PUNCT
cet-6584	70	1	a	a	DET
cet-6584	70	2	part	part	NOUN
cet-6584	70	3	from	from	ADP
cet-6584	70	4	not	not	PART
cet-6584	70	5	being	be	AUX
cet-6584	70	6	able	able	ADJ
cet-6584	70	7	to	to	PART
cet-6584	70	8	describe	describe	VERB
cet-6584	70	9	the	the	DET
cet-6584	70	10	trends	trend	NOUN
cet-6584	70	11	of	of	ADP
cet-6584	70	12	both	both	CCONJ
cet-6584	70	13	these	these	DET
cet-6584	70	14	two	two	NUM
cet-6584	70	15	species	specie	NOUN
cet-6584	70	16	,	,	PUNCT
cet-6584	70	17	the	the	DET
cet-6584	70	18	model	model	NOUN
cet-6584	70	19	appears	appear	VERB
cet-6584	70	20	inadequate	inadequate	ADJ
cet-6584	70	21	also	also	ADV
cet-6584	70	22	in	in	ADP
cet-6584	70	23	terms	term	NOUN
cet-6584	70	24	of	of	ADP
cet-6584	70	25	conversion	conversion	NOUN
cet-6584	70	26	times	time	NOUN
cet-6584	70	27	and	and	CCONJ
cet-6584	70	28	in	in	ADP
cet-6584	70	29	terms	term	NOUN
cet-6584	70	30	of	of	ADP
cet-6584	70	31	final	final	ADJ
cet-6584	70	32	lactose	lactose	NOUN
cet-6584	70	33	and	and	CCONJ
cet-6584	70	34	biomass	biomass	NOUN
cet-6584	70	35	concentration	concentration	NOUN
cet-6584	70	36	.	.	PUNCT
cet-6584	71	1	it	it	PRON
cet-6584	71	2	has	have	VERB
cet-6584	71	3	to	to	PART
cet-6584	71	4	be	be	AUX
cet-6584	71	5	noted	note	VERB
cet-6584	71	6	that	that	SCONJ
cet-6584	71	7	without	without	ADP
cet-6584	71	8	constrains	constrain	NOUN
cet-6584	71	9	on	on	ADP
cet-6584	71	10	ye	ye	PRON
cet-6584	71	11	the	the	DET
cet-6584	71	12	best	well	ADV
cet-6584	71	13	fitting	fitting	ADJ
cet-6584	71	14	procedure	procedure	NOUN
cet-6584	71	15	produced	produce	VERB
cet-6584	71	16	an	an	DET
cet-6584	71	17	unrealistic	unrealistic	ADJ
cet-6584	71	18	value	value	NOUN
cet-6584	71	19	of	of	ADP
cet-6584	71	20	this	this	DET
cet-6584	71	21	parameter	parameter	NOUN
cet-6584	71	22	of	of	ADP
cet-6584	71	23	1.4	1.4	NUM
cet-6584	71	24	.	.	PUNCT
cet-6584	72	1	therefore	therefore	ADV
cet-6584	72	2	the	the	DET
cet-6584	72	3	regression	regression	NOUN
cet-6584	72	4	aof	aof	PROPN
cet-6584	72	5	parameter	parameter	NOUN
cet-6584	72	6	was	be	AUX
cet-6584	72	7	repeated	repeat	VERB
cet-6584	72	8	by	by	ADP
cet-6584	72	9	limiting	limit	VERB
cet-6584	72	10	the	the	DET
cet-6584	72	11	maximum	maximum	ADJ
cet-6584	72	12	value	value	NOUN
cet-6584	72	13	of	of	ADP
cet-6584	72	14	the	the	DET
cet-6584	72	15	ethanol	ethanol	NOUN
cet-6584	72	16	yield	yield	NOUN
cet-6584	72	17	to	to	ADP
cet-6584	72	18	1	1	NUM
cet-6584	72	19	.	.	PUNCT
cet-6584	72	20	inspection	inspection	NOUN
cet-6584	72	21	of	of	ADP
cet-6584	72	22	figure	figure	NOUN
cet-6584	72	23	2	2	NUM
cet-6584	72	24	shows	show	VERB
cet-6584	72	25	a	a	DET
cet-6584	72	26	much	much	ADV
cet-6584	72	27	better	well	ADJ
cet-6584	72	28	ability	ability	NOUN
cet-6584	72	29	of	of	ADP
cet-6584	72	30	the	the	DET
cet-6584	72	31	model	model	NOUN
cet-6584	72	32	optimized	optimize	VERB
cet-6584	72	33	in	in	ADP
cet-6584	72	34	case	case	NOUN
cet-6584	72	35	ii	ii	NOUN
cet-6584	72	36	)	)	PUNCT
cet-6584	72	37	to	to	PART
cet-6584	72	38	reproduce	reproduce	VERB
cet-6584	72	39	the	the	DET
cet-6584	72	40	biomass	biomass	NOUN
cet-6584	72	41	growth	growth	NOUN
cet-6584	72	42	.	.	PUNCT
cet-6584	73	1	in	in	ADP
cet-6584	73	2	particular	particular	ADJ
cet-6584	73	3	the	the	DET
cet-6584	73	4	adoption	adoption	NOUN
cet-6584	73	5	of	of	ADP
cet-6584	73	6	the	the	DET
cet-6584	73	7	reaction	reaction	NOUN
cet-6584	73	8	rate	rate	NOUN
cet-6584	73	9	change	change	NOUN
cet-6584	73	10	in	in	ADP
cet-6584	73	11	the	the	DET
cet-6584	73	12	switch	switch	NOUN
cet-6584	73	13	between	between	ADP
cet-6584	73	14	alcoholic	alcoholic	ADJ
cet-6584	73	15	and	and	CCONJ
cet-6584	73	16	non	non	ADJ
cet-6584	73	17	-	-	ADJ
cet-6584	73	18	alcoholic	alcoholic	ADJ
cet-6584	73	19	fermentation	fermentation	NOUN
cet-6584	73	20	produces	produce	VERB
cet-6584	73	21	a	a	DET
cet-6584	73	22	significant	significant	ADJ
cet-6584	73	23	improvement	improvement	NOUN
cet-6584	73	24	of	of	ADP
cet-6584	73	25	the	the	DET
cet-6584	73	26	ability	ability	NOUN
cet-6584	73	27	of	of	ADP
cet-6584	73	28	the	the	DET
cet-6584	73	29	model	model	NOUN
cet-6584	73	30	to	to	PART
cet-6584	73	31	describe	describe	VERB
cet-6584	73	32	the	the	DET
cet-6584	73	33	table	table	NOUN
cet-6584	73	34	1	1	NUM
cet-6584	73	35	:	:	PUNCT
cet-6584	73	36	model	model	NOUN
cet-6584	73	37	parameters	parameter	NOUN
cet-6584	73	38	after	after	ADP
cet-6584	73	39	regression	regression	NOUN
cet-6584	73	40	on	on	ADP
cet-6584	73	41	experimental	experimental	ADJ
cet-6584	73	42	data	datum	NOUN
cet-6584	73	43	calculation	calculation	NOUN
cet-6584	73	44	k1	k1	PROPN
cet-6584	73	45	k2	k2	PROPN
cet-6584	73	46	ye	ye	PROPN
cet-6584	73	47	yx	yx	PROPN
cet-6584	73	48	kie	kie	PROPN
cet-6584	73	49	emax	emax	PROPN
cet-6584	73	50	km	km	PROPN
cet-6584	73	51	case	case	NOUN
cet-6584	73	52	(	(	PUNCT
cet-6584	73	53	h-1	h-1	NOUN
cet-6584	73	54	)	)	PUNCT
cet-6584	73	55	(	(	PUNCT
cet-6584	73	56	h-1	h-1	NOUN
cet-6584	73	57	)	)	PUNCT
cet-6584	73	58	(	(	PUNCT
cet-6584	73	59	-	-	PUNCT
cet-6584	73	60	)	)	PUNCT
cet-6584	73	61	(	(	PUNCT
cet-6584	73	62	-	-	PUNCT
cet-6584	73	63	)	)	PUNCT
cet-6584	73	64	(	(	PUNCT
cet-6584	73	65	g-1	g-1	PROPN
cet-6584	73	66	l	l	NOUN
cet-6584	73	67	)	)	PUNCT
cet-6584	73	68	(	(	PUNCT
cet-6584	73	69	g	g	PROPN
cet-6584	73	70	l-1	l-1	NUM
cet-6584	73	71	)	)	PUNCT
cet-6584	74	1	(	(	PUNCT
cet-6584	74	2	g	g	PROPN
cet-6584	74	3	l-1	l-1	NUM
cet-6584	74	4	)	)	PUNCT
cet-6584	74	5	i	i	NOUN
cet-6584	74	6	)	)	PUNCT
cet-6584	74	7	150	150	NUM
cet-6584	74	8	150	150	NUM
cet-6584	74	9	*	*	PUNCT
cet-6584	75	1	1.0†	1.0†	NUM
cet-6584	75	2	0.013	0.013	NUM
cet-6584	75	3	0.05	0.05	NUM
cet-6584	75	4	*	*	PUNCT
cet-6584	75	5	*	*	PROPN
cet-6584	75	6	34	34	NUM
cet-6584	75	7	610‡	610‡	NUM
cet-6584	75	8	ii	ii	NOUN
cet-6584	75	9	)	)	PUNCT
cet-6584	75	10	100	100	NUM
cet-6584	75	11	10	10	NUM
cet-6584	75	12	0.7	0.7	NUM
cet-6584	75	13	0.030	0.030	NUM
cet-6584	75	14	0.05	0.05	NUM
cet-6584	75	15	*	*	PUNCT
cet-6584	75	16	*	*	PROPN
cet-6584	75	17	37	37	NUM
cet-6584	75	18	610‡	610‡	NOUN
cet-6584	75	19	*	*	PUNCT
cet-6584	75	20	)	)	PUNCT
cet-6584	75	21	according	accord	VERB
cet-6584	75	22	to	to	ADP
cet-6584	75	23	case	case	NOUN
cet-6584	75	24	i	i	PRON
cet-6584	75	25	)	)	PUNCT
cet-6584	75	26	hypothesis	hypothesis	NOUN
cet-6584	75	27	k2=	k2=	PROPN
cet-6584	75	28	k1	k1	PROPN
cet-6584	75	29	.	.	PUNCT
cet-6584	76	1	*	*	PUNCT
cet-6584	76	2	*	*	PUNCT
cet-6584	76	3	)	)	PUNCT
cet-6584	76	4	defined	define	VERB
cet-6584	76	5	according	accord	VERB
cet-6584	76	6	to	to	ADP
cet-6584	76	7	numerical	numerical	ADJ
cet-6584	76	8	stability	stability	NOUN
cet-6584	76	9	considerations	consideration	NOUN
cet-6584	76	10	.	.	PUNCT
cet-6584	77	1	†	†	X
cet-6584	77	2	)	)	PUNCT
cet-6584	78	1	for	for	ADP
cet-6584	78	2	case	case	NOUN
cet-6584	78	3	i	i	X
cet-6584	78	4	)	)	PUNCT
cet-6584	78	5	the	the	DET
cet-6584	78	6	further	further	ADJ
cet-6584	78	7	limit	limit	NOUN
cet-6584	78	8	ye≤1	ye≤1	NOUN
cet-6584	78	9	was	be	AUX
cet-6584	78	10	required	require	VERB
cet-6584	78	11	.	.	PUNCT
cet-6584	79	1	‡	‡	X
cet-6584	79	2	)	)	PUNCT
cet-6584	79	3	not	not	PART
cet-6584	79	4	obtained	obtain	VERB
cet-6584	79	5	with	with	ADP
cet-6584	79	6	the	the	DET
cet-6584	79	7	regression	regression	NOUN
cet-6584	79	8	procedure	procedure	NOUN
cet-6584	79	9	.	.	PUNCT
cet-6584	80	1	evaluated	evaluate	VERB
cet-6584	80	2	experimentally	experimentally	ADV
cet-6584	80	3	by	by	ADP
cet-6584	80	4	joshi	joshi	PROPN
cet-6584	80	5	(	(	PUNCT
cet-6584	80	6	2011	2011	NUM
cet-6584	80	7	)	)	PUNCT
cet-6584	80	8	.	.	PUNCT
cet-6584	81	1	1137	1137	NUM
cet-6584	81	2	1138	1138	NUM
cet-6584	81	3	1139	1139	NUM
cet-6584	81	4	1140	1140	NUM