id	sid	tid	token	lemma	pos
cet-1157	1	1	microsoft	microsoft	PROPN
cet-1157	1	2	word	word	PROPN
cet-1157	1	3	cet--006.docx	cet--006.docx	PROPN
cet-1157	1	4	chemical	chemical	PROPN
cet-1157	1	5	engineering	engineering	NOUN
cet-1157	1	6	transactions	transaction	NOUN
cet-1157	1	7	vol	vol	NOUN
cet-1157	1	8	.	.	PROPN
cet-1157	1	9	59	59	NUM
cet-1157	1	10	,	,	PUNCT
cet-1157	1	11	2017	2017	NUM
cet-1157	1	12	a	a	DET
cet-1157	1	13	publication	publication	NOUN
cet-1157	1	14	of	of	ADP
cet-1157	1	15	the	the	DET
cet-1157	1	16	italian	italian	ADJ
cet-1157	1	17	association	association	NOUN
cet-1157	1	18	of	of	ADP
cet-1157	1	19	chemical	chemical	PROPN
cet-1157	1	20	engineering	engineering	NOUN
cet-1157	1	21	online	online	ADV
cet-1157	1	22	at	at	ADP
cet-1157	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1157	1	24	guest	guest	NOUN
cet-1157	1	25	editors	editor	NOUN
cet-1157	1	26	:	:	PUNCT
cet-1157	1	27	zhuo	zhuo	PROPN
cet-1157	1	28	yang	yang	PROPN
cet-1157	1	29	,	,	PUNCT
cet-1157	1	30	junjie	junjie	PROPN
cet-1157	1	31	ba	ba	PROPN
cet-1157	1	32	,	,	PUNCT
cet-1157	1	33	jing	je	VERB
cet-1157	1	34	pan	pan	PROPN
cet-1157	1	35	copyright	copyright	NOUN
cet-1157	1	36	©	©	PROPN
cet-1157	1	37	2017	2017	NUM
cet-1157	1	38	,	,	PUNCT
cet-1157	1	39	aidic	aidic	ADJ
cet-1157	1	40	servizi	servizi	PROPN
cet-1157	1	41	s.r.l	s.r.l	PROPN
cet-1157	1	42	.	.	PUNCT
cet-1157	2	1	isbn	isbn	ADJ
cet-1157	2	2	978	978	NUM
cet-1157	2	3	-	-	SYM
cet-1157	2	4	88	88	NUM
cet-1157	2	5	-	-	PUNCT
cet-1157	2	6	9560849	9560849	NUM
cet-1157	2	7	-	-	SYM
cet-1157	2	8	5	5	NUM
cet-1157	3	1	;	;	PUNCT
cet-1157	3	2	issn	issn	PROPN
cet-1157	3	3	2283	2283	NUM
cet-1157	3	4	-	-	SYM
cet-1157	3	5	9216	9216	NUM
cet-1157	3	6	on	on	ADP
cet-1157	3	7	application	application	NOUN
cet-1157	3	8	of	of	ADP
cet-1157	3	9	computer	computer	NOUN
cet-1157	3	10	simulation	simulation	NOUN
cet-1157	3	11	technologies	technology	NOUN
cet-1157	3	12	in	in	ADP
cet-1157	3	13	chemical	chemical	ADJ
cet-1157	3	14	fermentation	fermentation	NOUN
cet-1157	3	15	–	–	PUNCT
cet-1157	3	16	with	with	ADP
cet-1157	3	17	penicillin	penicillin	NOUN
cet-1157	3	18	as	as	ADP
cet-1157	3	19	an	an	DET
cet-1157	3	20	example	example	NOUN
cet-1157	3	21	guang	guang	PROPN
cet-1157	3	22	wang	wang	PROPN
cet-1157	3	23	weifang	weifang	PROPN
cet-1157	3	24	university	university	PROPN
cet-1157	3	25	of	of	ADP
cet-1157	3	26	science	science	NOUN
cet-1157	3	27	and	and	CCONJ
cet-1157	3	28	technology	technology	NOUN
cet-1157	3	29	,	,	PUNCT
cet-1157	3	30	weifang	weifang	PROPN
cet-1157	3	31	262700	262700	NUM
cet-1157	3	32	,	,	PUNCT
cet-1157	3	33	china	china	PROPN
cet-1157	3	34	105375189@qq.com	105375189@qq.com	NUM
cet-1157	3	35	in	in	ADP
cet-1157	3	36	this	this	DET
cet-1157	3	37	paper	paper	NOUN
cet-1157	3	38	,	,	PUNCT
cet-1157	3	39	we	we	PRON
cet-1157	3	40	use	use	VERB
cet-1157	3	41	the	the	DET
cet-1157	3	42	computer	computer	NOUN
cet-1157	3	43	process	process	NOUN
cet-1157	3	44	simulation	simulation	NOUN
cet-1157	3	45	software	software	PROPN
cet-1157	3	46	unisim	unisim	PROPN
cet-1157	3	47	design	design	NOUN
cet-1157	3	48	r400	r400	PROPN
cet-1157	3	49	to	to	PART
cet-1157	3	50	simulate	simulate	VERB
cet-1157	3	51	the	the	DET
cet-1157	3	52	operation	operation	NOUN
cet-1157	3	53	of	of	ADP
cet-1157	3	54	the	the	DET
cet-1157	3	55	penicillin	penicillin	NOUN
cet-1157	3	56	fermentation	fermentation	NOUN
cet-1157	3	57	device	device	NOUN
cet-1157	3	58	,	,	PUNCT
cet-1157	3	59	apply	apply	VERB
cet-1157	3	60	the	the	DET
cet-1157	3	61	gravitation	gravitation	NOUN
cet-1157	3	62	search	search	NOUN
cet-1157	3	63	algorithm	algorithm	NOUN
cet-1157	3	64	to	to	PART
cet-1157	3	65	find	find	VERB
cet-1157	3	66	the	the	DET
cet-1157	3	67	optimal	optimal	ADJ
cet-1157	3	68	parameters	parameter	NOUN
cet-1157	3	69	for	for	ADP
cet-1157	3	70	the	the	DET
cet-1157	3	71	model	model	NOUN
cet-1157	3	72	,	,	PUNCT
cet-1157	3	73	and	and	CCONJ
cet-1157	3	74	take	take	VERB
cet-1157	3	75	the	the	DET
cet-1157	3	76	forms	form	NOUN
cet-1157	3	77	of	of	ADP
cet-1157	3	78	non	non	ADJ
cet-1157	3	79	-	-	ADJ
cet-1157	3	80	structural	structural	ADJ
cet-1157	3	81	kenetic	kenetic	ADJ
cet-1157	3	82	models	model	NOUN
cet-1157	3	83	for	for	ADP
cet-1157	3	84	bacteria	bacteria	NOUN
cet-1157	3	85	,	,	PUNCT
cet-1157	3	86	products	product	NOUN
cet-1157	3	87	,	,	PUNCT
cet-1157	3	88	substrate	substrate	NOUN
cet-1157	3	89	and	and	CCONJ
cet-1157	3	90	volume	volume	NOUN
cet-1157	3	91	into	into	ADP
cet-1157	3	92	account	account	NOUN
cet-1157	3	93	,	,	PUNCT
cet-1157	3	94	so	so	SCONJ
cet-1157	3	95	as	as	SCONJ
cet-1157	3	96	to	to	PART
cet-1157	3	97	determine	determine	VERB
cet-1157	3	98	the	the	DET
cet-1157	3	99	mathematical	mathematical	ADJ
cet-1157	3	100	model	model	NOUN
cet-1157	3	101	to	to	PART
cet-1157	3	102	describe	describe	VERB
cet-1157	3	103	penicillin	penicillin	NOUN
cet-1157	3	104	fermentation	fermentation	NOUN
cet-1157	3	105	.	.	PUNCT
cet-1157	4	1	we	we	PRON
cet-1157	4	2	set	set	VERB
cet-1157	4	3	up	up	ADP
cet-1157	4	4	a	a	DET
cet-1157	4	5	process	process	NOUN
cet-1157	4	6	flow	flow	NOUN
cet-1157	4	7	diagram	diagram	NOUN
cet-1157	4	8	(	(	PUNCT
cet-1157	4	9	pfd	pfd	PROPN
cet-1157	4	10	)	)	PUNCT
cet-1157	4	11	for	for	ADP
cet-1157	4	12	penicillin	penicillin	NOUN
cet-1157	4	13	fermentation	fermentation	NOUN
cet-1157	4	14	,	,	PUNCT
cet-1157	4	15	establish	establish	VERB
cet-1157	4	16	an	an	DET
cet-1157	4	17	initialization	initialization	NOUN
cet-1157	4	18	module	module	NOUN
cet-1157	4	19	,	,	PUNCT
cet-1157	4	20	supplemented	supplement	VERB
cet-1157	4	21	medium	medium	ADJ
cet-1157	4	22	module	module	NOUN
cet-1157	4	23	and	and	CCONJ
cet-1157	4	24	fermentation	fermentation	NOUN
cet-1157	4	25	tank	tank	NOUN
cet-1157	4	26	module	module	NOUN
cet-1157	4	27	.	.	PUNCT
cet-1157	5	1	by	by	ADP
cet-1157	5	2	changing	change	VERB
cet-1157	5	3	the	the	DET
cet-1157	5	4	initial	initial	ADJ
cet-1157	5	5	conditions	condition	NOUN
cet-1157	5	6	,	,	PUNCT
cet-1157	5	7	setting	set	VERB
cet-1157	5	8	equipment	equipment	NOUN
cet-1157	5	9	failures	failure	NOUN
cet-1157	5	10	and	and	CCONJ
cet-1157	5	11	implementing	implement	VERB
cet-1157	5	12	different	different	ADJ
cet-1157	5	13	control	control	NOUN
cet-1157	5	14	strategies	strategy	NOUN
cet-1157	5	15	,	,	PUNCT
cet-1157	5	16	we	we	PRON
cet-1157	5	17	further	far	ADV
cet-1157	5	18	study	study	VERB
cet-1157	5	19	the	the	DET
cet-1157	5	20	working	working	NOUN
cet-1157	5	21	conditions	condition	NOUN
cet-1157	5	22	for	for	ADP
cet-1157	5	23	penicillin	penicillin	NOUN
cet-1157	5	24	fermentation	fermentation	NOUN
cet-1157	5	25	according	accord	VERB
cet-1157	5	26	to	to	ADP
cet-1157	5	27	the	the	DET
cet-1157	5	28	established	establish	VERB
cet-1157	5	29	pfd	pfd	NOUN
cet-1157	5	30	to	to	PART
cet-1157	5	31	help	help	VERB
cet-1157	5	32	people	people	NOUN
cet-1157	5	33	predict	predict	VERB
cet-1157	5	34	problems	problem	NOUN
cet-1157	5	35	that	that	SCONJ
cet-1157	5	36	they	they	PRON
cet-1157	5	37	may	may	AUX
cet-1157	5	38	encounter	encounter	VERB
cet-1157	5	39	in	in	ADP
cet-1157	5	40	the	the	DET
cet-1157	5	41	actual	actual	ADJ
cet-1157	5	42	experiment	experiment	NOUN
cet-1157	5	43	or	or	CCONJ
cet-1157	5	44	production	production	NOUN
cet-1157	5	45	.	.	PUNCT
cet-1157	6	1	1	1	X
cet-1157	6	2	.	.	X
cet-1157	6	3	introduction	introduction	NOUN
cet-1157	6	4	the	the	DET
cet-1157	6	5	computer	computer	NOUN
cet-1157	6	6	process	process	NOUN
cet-1157	6	7	simulation	simulation	NOUN
cet-1157	6	8	technology	technology	NOUN
cet-1157	6	9	is	be	AUX
cet-1157	6	10	a	a	DET
cet-1157	6	11	technology	technology	NOUN
cet-1157	6	12	where	where	SCONJ
cet-1157	6	13	special	special	ADJ
cet-1157	6	14	software	software	NOUN
cet-1157	6	15	is	be	AUX
cet-1157	6	16	used	use	VERB
cet-1157	6	17	on	on	ADP
cet-1157	6	18	the	the	DET
cet-1157	6	19	computer	computer	NOUN
cet-1157	6	20	to	to	PART
cet-1157	6	21	describe	describe	VERB
cet-1157	6	22	unit	unit	NOUN
cet-1157	6	23	equipment	equipment	NOUN
cet-1157	6	24	,	,	PUNCT
cet-1157	6	25	unit	unit	NOUN
cet-1157	6	26	processes	process	NOUN
cet-1157	6	27	and	and	CCONJ
cet-1157	6	28	the	the	DET
cet-1157	6	29	entire	entire	ADJ
cet-1157	6	30	processes	process	NOUN
cet-1157	6	31	in	in	ADP
cet-1157	6	32	the	the	DET
cet-1157	6	33	process	process	NOUN
cet-1157	6	34	industries	industry	NOUN
cet-1157	6	35	(	(	PUNCT
cet-1157	6	36	zlateva	zlateva	X
cet-1157	6	37	et	et	PROPN
cet-1157	6	38	al	al	PROPN
cet-1157	6	39	.	.	PROPN
cet-1157	6	40	,	,	PUNCT
cet-1157	6	41	2014	2014	NUM
cet-1157	6	42	;	;	PUNCT
cet-1157	6	43	marek	marek	PROPN
cet-1157	6	44	et	et	PROPN
cet-1157	6	45	al	al	PROPN
cet-1157	6	46	.	.	PROPN
cet-1157	6	47	,	,	PUNCT
cet-1157	6	48	2010	2010	NUM
cet-1157	6	49	;	;	PUNCT
cet-1157	6	50	rodman	rodman	NOUN
cet-1157	6	51	et	et	PROPN
cet-1157	6	52	al	al	PROPN
cet-1157	6	53	.	.	PROPN
cet-1157	6	54	,	,	PUNCT
cet-1157	6	55	2016	2016	NUM
cet-1157	6	56	)	)	PUNCT
cet-1157	6	57	.	.	PUNCT
cet-1157	7	1	this	this	DET
cet-1157	7	2	technology	technology	NOUN
cet-1157	7	3	,	,	PUNCT
cet-1157	7	4	based	base	VERB
cet-1157	7	5	on	on	ADP
cet-1157	7	6	the	the	DET
cet-1157	7	7	mechanism	mechanism	NOUN
cet-1157	7	8	model	model	NOUN
cet-1157	7	9	of	of	ADP
cet-1157	7	10	a	a	DET
cet-1157	7	11	process	process	NOUN
cet-1157	7	12	,	,	PUNCT
cet-1157	7	13	does	do	VERB
cet-1157	7	14	material	material	NOUN
cet-1157	7	15	balance	balance	NOUN
cet-1157	7	16	,	,	PUNCT
cet-1157	7	17	heat	heat	NOUN
cet-1157	7	18	balance	balance	NOUN
cet-1157	7	19	,	,	PUNCT
cet-1157	7	20	chemical	chemical	NOUN
cet-1157	7	21	balance	balance	NOUN
cet-1157	7	22	,	,	PUNCT
cet-1157	7	23	phase	phase	NOUN
cet-1157	7	24	balance	balance	NOUN
cet-1157	7	25	and	and	CCONJ
cet-1157	7	26	other	other	ADJ
cet-1157	7	27	calculations	calculation	NOUN
cet-1157	7	28	according	accord	VERB
cet-1157	7	29	to	to	ADP
cet-1157	7	30	the	the	DET
cet-1157	7	31	given	give	VERB
cet-1157	7	32	process	process	NOUN
cet-1157	7	33	conditions	condition	NOUN
cet-1157	7	34	through	through	ADP
cet-1157	7	35	mathematical	mathematical	ADJ
cet-1157	7	36	modeling	modeling	NOUN
cet-1157	7	37	,	,	PUNCT
cet-1157	7	38	with	with	ADP
cet-1157	7	39	software	software	NOUN
cet-1157	7	40	as	as	ADP
cet-1157	7	41	the	the	DET
cet-1157	7	42	tool	tool	NOUN
cet-1157	7	43	and	and	CCONJ
cet-1157	7	44	applied	apply	VERB
cet-1157	7	45	computer	computer	NOUN
cet-1157	7	46	as	as	SCONJ
cet-1157	7	47	the	the	DET
cet-1157	7	48	auxiliary	auxiliary	NOUN
cet-1157	7	49	means	mean	VERB
cet-1157	7	50	,	,	PUNCT
cet-1157	7	51	so	so	SCONJ
cet-1157	7	52	as	as	SCONJ
cet-1157	7	53	to	to	PART
cet-1157	7	54	simulate	simulate	VERB
cet-1157	7	55	the	the	DET
cet-1157	7	56	industrial	industrial	ADJ
cet-1157	7	57	process	process	NOUN
cet-1157	7	58	as	as	ADV
cet-1157	7	59	accurately	accurately	ADV
cet-1157	7	60	as	as	ADP
cet-1157	7	61	possible	possible	ADJ
cet-1157	7	62	and	and	CCONJ
cet-1157	7	63	describe	describe	VERB
cet-1157	7	64	all	all	DET
cet-1157	7	65	kinds	kind	NOUN
cet-1157	7	66	of	of	ADP
cet-1157	7	67	reactions	reaction	NOUN
cet-1157	7	68	involved	involve	VERB
cet-1157	7	69	in	in	ADP
cet-1157	7	70	the	the	DET
cet-1157	7	71	process	process	NOUN
cet-1157	7	72	(	(	PUNCT
cet-1157	7	73	liu	liu	PROPN
cet-1157	7	74	and	and	CCONJ
cet-1157	7	75	chang	chang	PROPN
cet-1157	7	76	,	,	PUNCT
cet-1157	7	77	2012	2012	NUM
cet-1157	7	78	;	;	PUNCT
cet-1157	7	79	kazuo	kazuo	PROPN
cet-1157	7	80	et	et	PROPN
cet-1157	7	81	al	al	PROPN
cet-1157	7	82	.	.	PROPN
cet-1157	7	83	,	,	PUNCT
cet-1157	7	84	1990	1990	NUM
cet-1157	7	85	)	)	PUNCT
cet-1157	7	86	.	.	PUNCT
cet-1157	8	1	the	the	DET
cet-1157	8	2	optimization	optimization	NOUN
cet-1157	8	3	and	and	CCONJ
cet-1157	8	4	scaling	scaling	NOUN
cet-1157	8	5	-	-	PUNCT
cet-1157	8	6	up	up	NOUN
cet-1157	8	7	of	of	ADP
cet-1157	8	8	the	the	DET
cet-1157	8	9	fermentation	fermentation	NOUN
cet-1157	8	10	process	process	NOUN
cet-1157	8	11	are	be	AUX
cet-1157	8	12	the	the	DET
cet-1157	8	13	focus	focus	NOUN
cet-1157	8	14	of	of	ADP
cet-1157	8	15	the	the	DET
cet-1157	8	16	research	research	NOUN
cet-1157	8	17	on	on	ADP
cet-1157	8	18	fermentation	fermentation	NOUN
cet-1157	8	19	system	system	NOUN
cet-1157	8	20	engineering	engineering	NOUN
cet-1157	8	21	.	.	PUNCT
cet-1157	9	1	the	the	DET
cet-1157	9	2	main	main	ADJ
cet-1157	9	3	technical	technical	ADJ
cet-1157	9	4	means	mean	NOUN
cet-1157	9	5	to	to	PART
cet-1157	9	6	do	do	VERB
cet-1157	9	7	such	such	ADJ
cet-1157	9	8	research	research	NOUN
cet-1157	9	9	is	be	AUX
cet-1157	9	10	to	to	PART
cet-1157	9	11	establish	establish	VERB
cet-1157	9	12	a	a	DET
cet-1157	9	13	mathematical	mathematical	ADJ
cet-1157	9	14	model	model	NOUN
cet-1157	9	15	which	which	PRON
cet-1157	9	16	describes	describe	VERB
cet-1157	9	17	the	the	DET
cet-1157	9	18	characteristics	characteristic	NOUN
cet-1157	9	19	of	of	ADP
cet-1157	9	20	the	the	DET
cet-1157	9	21	fermentation	fermentation	NOUN
cet-1157	9	22	process	process	NOUN
cet-1157	9	23	through	through	ADP
cet-1157	9	24	the	the	DET
cet-1157	9	25	computer	computer	NOUN
cet-1157	9	26	simulation	simulation	NOUN
cet-1157	9	27	technology	technology	NOUN
cet-1157	9	28	and	and	CCONJ
cet-1157	9	29	do	do	VERB
cet-1157	9	30	the	the	DET
cet-1157	9	31	calculations	calculation	NOUN
cet-1157	9	32	so	so	SCONJ
cet-1157	9	33	as	as	SCONJ
cet-1157	9	34	to	to	PART
cet-1157	9	35	form	form	VERB
cet-1157	9	36	a	a	DET
cet-1157	9	37	complete	complete	ADJ
cet-1157	9	38	simulation	simulation	NOUN
cet-1157	9	39	system	system	NOUN
cet-1157	9	40	(	(	PUNCT
cet-1157	9	41	gebicke	gebicke	NOUN
cet-1157	9	42	et	et	PROPN
cet-1157	9	43	al	al	PROPN
cet-1157	9	44	.	.	PROPN
cet-1157	9	45	,	,	PUNCT
cet-1157	9	46	1993	1993	NUM
cet-1157	9	47	;	;	PUNCT
cet-1157	9	48	gebicke	gebicke	NOUN
cet-1157	9	49	et	et	PROPN
cet-1157	9	50	al	al	PROPN
cet-1157	9	51	.	.	PROPN
cet-1157	9	52	,	,	PUNCT
cet-1157	9	53	1993	1993	NUM
cet-1157	9	54	)	)	PUNCT
cet-1157	9	55	.	.	PUNCT
cet-1157	10	1	in	in	ADP
cet-1157	10	2	this	this	DET
cet-1157	10	3	paper	paper	NOUN
cet-1157	10	4	,	,	PUNCT
cet-1157	10	5	we	we	PRON
cet-1157	10	6	take	take	VERB
cet-1157	10	7	the	the	DET
cet-1157	10	8	penicillin	penicillin	NOUN
cet-1157	10	9	fermentation	fermentation	NOUN
cet-1157	10	10	process	process	NOUN
cet-1157	10	11	as	as	ADP
cet-1157	10	12	an	an	DET
cet-1157	10	13	example	example	NOUN
cet-1157	10	14	.	.	PUNCT
cet-1157	11	1	we	we	PRON
cet-1157	11	2	use	use	VERB
cet-1157	11	3	the	the	DET
cet-1157	11	4	unisim	unisim	NOUN
cet-1157	11	5	design	design	NOUN
cet-1157	11	6	r400	r400	PROPN
cet-1157	11	7	process	process	NOUN
cet-1157	11	8	simulation	simulation	NOUN
cet-1157	11	9	platform	platform	NOUN
cet-1157	11	10	and	and	CCONJ
cet-1157	11	11	the	the	DET
cet-1157	11	12	liquid	liquid	ADJ
cet-1157	11	13	-	-	PUNCT
cet-1157	11	14	phase	phase	NOUN
cet-1157	11	15	activity	activity	NOUN
cet-1157	11	16	coefficient	coefficient	NOUN
cet-1157	11	17	model	model	NOUN
cet-1157	11	18	(	(	PUNCT
cet-1157	11	19	nrtl	nrtl	PROPN
cet-1157	11	20	)	)	PUNCT
cet-1157	11	21	to	to	PART
cet-1157	11	22	predict	predict	VERB
cet-1157	11	23	the	the	DET
cet-1157	11	24	changes	change	NOUN
cet-1157	11	25	in	in	ADP
cet-1157	11	26	liquid	liquid	ADJ
cet-1157	11	27	-	-	PUNCT
cet-1157	11	28	gas	gas	NOUN
cet-1157	11	29	equilibrium	equilibrium	NOUN
cet-1157	11	30	and	and	CCONJ
cet-1157	11	31	build	build	VERB
cet-1157	11	32	a	a	DET
cet-1157	11	33	kinetic	kinetic	ADJ
cet-1157	11	34	model	model	NOUN
cet-1157	11	35	to	to	PART
cet-1157	11	36	simulate	simulate	VERB
cet-1157	11	37	the	the	DET
cet-1157	11	38	actual	actual	ADJ
cet-1157	11	39	operating	operating	NOUN
cet-1157	11	40	conditions	condition	NOUN
cet-1157	11	41	for	for	ADP
cet-1157	11	42	penicillin	penicillin	NOUN
cet-1157	11	43	fermentation	fermentation	NOUN
cet-1157	11	44	.	.	PUNCT
cet-1157	12	1	2	2	X
cet-1157	12	2	.	.	X
cet-1157	12	3	mathematical	mathematical	ADJ
cet-1157	12	4	model	model	NOUN
cet-1157	12	5	for	for	ADP
cet-1157	12	6	penicillin	penicillin	NOUN
cet-1157	12	7	fermentation	fermentation	NOUN
cet-1157	12	8	we	we	PRON
cet-1157	12	9	use	use	VERB
cet-1157	12	10	the	the	DET
cet-1157	12	11	non	non	ADJ
cet-1157	12	12	-	-	ADJ
cet-1157	12	13	structural	structural	ADJ
cet-1157	12	14	kinetic	kinetic	ADJ
cet-1157	12	15	model	model	NOUN
cet-1157	12	16	to	to	PART
cet-1157	12	17	describe	describe	VERB
cet-1157	12	18	the	the	DET
cet-1157	12	19	penicillin	penicillin	NOUN
cet-1157	12	20	fermentation	fermentation	NOUN
cet-1157	12	21	process	process	NOUN
cet-1157	12	22	,	,	PUNCT
cet-1157	12	23	which	which	PRON
cet-1157	12	24	is	be	AUX
cet-1157	12	25	accomplished	accomplish	VERB
cet-1157	12	26	with	with	ADP
cet-1157	12	27	the	the	DET
cet-1157	12	28	process	process	NOUN
cet-1157	12	29	simulation	simulation	NOUN
cet-1157	12	30	software	software	PROPN
cet-1157	12	31	unisim	unisim	PROPN
cet-1157	12	32	design	design	NOUN
cet-1157	12	33	r400	r400	PROPN
cet-1157	12	34	(	(	PUNCT
cet-1157	12	35	chen	chen	PROPN
cet-1157	12	36	et	et	PROPN
cet-1157	12	37	al	al	PROPN
cet-1157	12	38	.	.	PROPN
cet-1157	12	39	,	,	PUNCT
cet-1157	12	40	2014	2014	NUM
cet-1157	12	41	)	)	PUNCT
cet-1157	12	42	.	.	PUNCT
cet-1157	13	1	we	we	PRON
cet-1157	13	2	use	use	VERB
cet-1157	13	3	the	the	DET
cet-1157	13	4	gravitation	gravitation	NOUN
cet-1157	13	5	search	search	NOUN
cet-1157	13	6	algorithm	algorithm	NOUN
cet-1157	13	7	(	(	PUNCT
cet-1157	13	8	gsa	gsa	PROPN
cet-1157	13	9	)	)	PUNCT
cet-1157	13	10	(	(	PUNCT
cet-1157	13	11	de	de	X
cet-1157	13	12	et	et	PROPN
cet-1157	13	13	al	al	PROPN
cet-1157	13	14	.	.	PROPN
cet-1157	13	15	,	,	PUNCT
cet-1157	13	16	2013	2013	NUM
cet-1157	13	17	;	;	PUNCT
cet-1157	13	18	geraili	geraili	NOUN
cet-1157	13	19	et	et	PROPN
cet-1157	13	20	al	al	PROPN
cet-1157	13	21	.	.	PROPN
cet-1157	13	22	,	,	PUNCT
cet-1157	13	23	2014	2014	NUM
cet-1157	13	24	;	;	PUNCT
cet-1157	13	25	volesky	volesky	NOUN
cet-1157	13	26	,	,	PUNCT
cet-1157	13	27	2003	2003	NUM
cet-1157	13	28	)	)	PUNCT
cet-1157	13	29	to	to	PART
cet-1157	13	30	estimate	estimate	VERB
cet-1157	13	31	the	the	DET
cet-1157	13	32	model	model	NOUN
cet-1157	13	33	parameters	parameter	NOUN
cet-1157	13	34	for	for	ADP
cet-1157	13	35	penicillin	penicillin	NOUN
cet-1157	13	36	fermentation	fermentation	NOUN
cet-1157	13	37	.	.	PUNCT
cet-1157	14	1	let	let	VERB
cet-1157	14	2	’s	’s	PRON
cet-1157	14	3	assume	assume	VERB
cet-1157	14	4	that	that	SCONJ
cet-1157	14	5	a	a	DET
cet-1157	14	6	group	group	NOUN
cet-1157	14	7	of	of	ADP
cet-1157	14	8	n	n	PRON
cet-1157	14	9	particles	particle	NOUN
cet-1157	14	10	is	be	AUX
cet-1157	14	11	flying	fly	VERB
cet-1157	14	12	in	in	ADP
cet-1157	14	13	the	the	DET
cet-1157	14	14	d	d	ADJ
cet-1157	14	15	-	-	ADJ
cet-1157	14	16	dimensional	dimensional	ADJ
cet-1157	14	17	search	search	NOUN
cet-1157	14	18	space	space	NOUN
cet-1157	14	19	.	.	PUNCT
cet-1157	15	1	the	the	DET
cet-1157	15	2	state	state	NOUN
cet-1157	15	3	and	and	CCONJ
cet-1157	15	4	location	location	NOUN
cet-1157	15	5	of	of	ADP
cet-1157	15	6	the	the	DET
cet-1157	15	7	particle	particle	NOUN
cet-1157	15	8	i	i	PRON
cet-1157	15	9	at	at	ADP
cet-1157	15	10	time	time	NOUN
cet-1157	15	11	t	t	PROPN
cet-1157	15	12	are	be	AUX
cet-1157	15	13	defined	define	VERB
cet-1157	15	14	as	as	SCONJ
cet-1157	15	15	follows	follow	VERB
cet-1157	15	16	:	:	PUNCT
cet-1157	16	1	ndixxxxxi	ndixxxxxi	ADJ
cet-1157	16	2	d	d	NOUN
cet-1157	16	3	i	i	NOUN
cet-1157	16	4	d	d	PROPN
cet-1157	16	5	iii	iii	PROPN
cet-1157	16	6	,	,	PUNCT
cet-1157	16	7	...	...	PUNCT
cet-1157	16	8	,	,	PUNCT
cet-1157	16	9	,	,	PUNCT
cet-1157	16	10	...	...	PUNCT
cet-1157	16	11	2,1	2,1	NUM
cet-1157	16	12	)	)	PUNCT
cet-1157	16	13	,	,	PUNCT
cet-1157	16	14	,	,	PUNCT
cet-1157	16	15	...	...	PUNCT
cet-1157	16	16	,	,	PUNCT
cet-1157	16	17	,	,	PUNCT
cet-1157	16	18	...	...	PUNCT
cet-1157	16	19	,	,	PUNCT
cet-1157	16	20	.	.	PUNCT
cet-1157	16	21	,	,	PUNCT
cet-1157	16	22	(	(	PUNCT
cet-1157	16	23	211	211	NUM
cet-1157	16	24			NUM
cet-1157	16	25	(	(	PUNCT
cet-1157	16	26	1	1	X
cet-1157	16	27	)	)	PUNCT
cet-1157	16	28	the	the	DET
cet-1157	16	29	acting	act	VERB
cet-1157	16	30	force	force	NOUN
cet-1157	16	31	that	that	PRON
cet-1157	16	32	the	the	DET
cet-1157	16	33	j	j	PROPN
cet-1157	16	34	-	-	PUNCT
cet-1157	16	35	th	th	VERB
cet-1157	16	36	particle	particle	NOUN
cet-1157	16	37	has	have	VERB
cet-1157	16	38	on	on	ADP
cet-1157	16	39	the	the	DET
cet-1157	16	40	i	i	PROPN
cet-1157	16	41	-	-	PUNCT
cet-1157	16	42	th	th	X
cet-1157	16	43	one	one	NUM
cet-1157	16	44	in	in	ADP
cet-1157	16	45	the	the	DET
cet-1157	16	46	d	d	PROPN
cet-1157	16	47	-	-	PUNCT
cet-1157	16	48	th	th	VERB
cet-1157	16	49	dimension	dimension	NOUN
cet-1157	16	50	can	can	AUX
cet-1157	16	51	be	be	AUX
cet-1157	16	52	expressed	express	VERB
cet-1157	16	53	as	as	SCONJ
cet-1157	16	54	follows	follow	VERB
cet-1157	16	55	:	:	PUNCT
cet-1157	16	56	doi	doi	NOUN
cet-1157	16	57	:	:	PUNCT
cet-1157	16	58	10.3303	10.3303	NUM
cet-1157	16	59	/	/	SYM
cet-1157	16	60	cet1759091	cet1759091	NOUN
cet-1157	16	61	please	please	INTJ
cet-1157	16	62	cite	cite	VERB
cet-1157	16	63	this	this	DET
cet-1157	16	64	article	article	NOUN
cet-1157	16	65	as	as	ADP
cet-1157	16	66	:	:	PUNCT
cet-1157	16	67	guang	guang	PROPN
cet-1157	16	68	wang	wang	PROPN
cet-1157	16	69	,	,	PUNCT
cet-1157	16	70	2017	2017	NUM
cet-1157	16	71	,	,	PUNCT
cet-1157	16	72	on	on	ADP
cet-1157	16	73	application	application	NOUN
cet-1157	16	74	of	of	ADP
cet-1157	16	75	computer	computer	NOUN
cet-1157	16	76	simulation	simulation	NOUN
cet-1157	16	77	technologies	technology	NOUN
cet-1157	16	78	in	in	ADP
cet-1157	16	79	chemical	chemical	ADJ
cet-1157	16	80	fermentation	fermentation	NOUN
cet-1157	16	81	–	–	PUNCT
cet-1157	16	82	with	with	ADP
cet-1157	16	83	penicillin	penicillin	NOUN
cet-1157	16	84	as	as	ADP
cet-1157	16	85	an	an	DET
cet-1157	16	86	example	example	NOUN
cet-1157	16	87	,	,	PUNCT
cet-1157	16	88	chemical	chemical	ADJ
cet-1157	16	89	engineering	engineering	NOUN
cet-1157	16	90	transactions	transaction	NOUN
cet-1157	16	91	,	,	PUNCT
cet-1157	16	92	59	59	NUM
cet-1157	16	93	,	,	PUNCT
cet-1157	16	94	541	541	NUM
cet-1157	16	95	-	-	SYM
cet-1157	16	96	546	546	NUM
cet-1157	16	97	doi:10.3303	doi:10.3303	NOUN
cet-1157	16	98	/	/	SYM
cet-1157	16	99	cet1759091	cet1759091	NOUN
cet-1157	16	100	541	541	NUM
cet-1157	16	101	)	)	PUNCT
cet-1157	16	102	)	)	PUNCT
cet-1157	16	103	(	(	PUNCT
cet-1157	16	104	)	)	PUNCT
cet-1157	16	105	(	(	PUNCT
cet-1157	16	106	(	(	PUNCT
cet-1157	16	107	)	)	PUNCT
cet-1157	16	108	(	(	PUNCT
cet-1157	16	109	)	)	PUNCT
cet-1157	16	110	(	(	PUNCT
cet-1157	16	111	)	)	PUNCT
cet-1157	16	112	(	(	PUNCT
cet-1157	16	113	)	)	PUNCT
cet-1157	16	114	(	(	PUNCT
cet-1157	16	115	)	)	PUNCT
cet-1157	16	116	(	(	PUNCT
cet-1157	16	117	txtx	txtx	PROPN
cet-1157	16	118	tri	tri	PROPN
cet-1157	16	119	tmtm	tmtm	PROPN
cet-1157	16	120	tgtf	tgtf	ADJ
cet-1157	17	1	d	d	X
cet-1157	17	2	j	j	PROPN
cet-1157	18	1	d	d	NOUN
cet-1157	18	2	i	i	PRON
cet-1157	18	3	j	j	PROPN
cet-1157	18	4	jid	jid	PROPN
cet-1157	18	5	ij	ij	PROPN
cet-1157	18	6			PROPN
cet-1157	18	7			VERB
cet-1157	18	8			PROPN
cet-1157	18	9			PROPN
cet-1157	18	10			PROPN
cet-1157	18	11	(	(	PUNCT
cet-1157	18	12	2	2	NUM
cet-1157	18	13	)	)	PUNCT
cet-1157	18	14	where	where	SCONJ
cet-1157	18	15	,	,	PUNCT
cet-1157	18	16	g(t	g(t	PROPN
cet-1157	18	17	)	)	PUNCT
cet-1157	18	18	is	be	AUX
cet-1157	18	19	the	the	DET
cet-1157	18	20	gravitational	gravitational	ADJ
cet-1157	18	21	coefficient	coefficient	NOUN
cet-1157	18	22	;	;	PUNCT
cet-1157	18	23	mi(t	mi(t	NOUN
cet-1157	18	24	)	)	PUNCT
cet-1157	18	25	and	and	CCONJ
cet-1157	18	26	mj(t	mj(t	X
cet-1157	18	27	)	)	PUNCT
cet-1157	18	28	stand	stand	VERB
cet-1157	18	29	for	for	ADP
cet-1157	18	30	the	the	DET
cet-1157	18	31	inertial	inertial	ADJ
cet-1157	18	32	mass	mass	NOUN
cet-1157	18	33	of	of	ADP
cet-1157	18	34	particles	particle	NOUN
cet-1157	18	35	i	i	PRON
cet-1157	18	36	and	and	CCONJ
cet-1157	18	37	j	j	PROPN
cet-1157	18	38	,	,	PUNCT
cet-1157	18	39	respectively	respectively	ADV
cet-1157	18	40	;	;	PUNCT
cet-1157	18	41	𝑥𝑖	𝑥𝑖	PROPN
cet-1157	18	42	𝑑	𝑑	PROPN
cet-1157	18	43	and	and	CCONJ
cet-1157	18	44	𝑥𝑗	𝑥𝑗	PROPN
cet-1157	18	45	𝑑	𝑑	PROPN
cet-1157	18	46	stand	stand	VERB
cet-1157	18	47	for	for	ADP
cet-1157	18	48	the	the	DET
cet-1157	18	49	locations	location	NOUN
cet-1157	18	50	of	of	ADP
cet-1157	18	51	particles	particle	NOUN
cet-1157	18	52	i	i	PRON
cet-1157	18	53	and	and	CCONJ
cet-1157	18	54	j	j	PROPN
cet-1157	18	55	in	in	ADP
cet-1157	18	56	the	the	DET
cet-1157	18	57	d	d	PROPN
cet-1157	18	58	-	-	PUNCT
cet-1157	18	59	th	th	VERB
cet-1157	18	60	dimension	dimension	NOUN
cet-1157	18	61	at	at	ADP
cet-1157	18	62	time	time	NOUN
cet-1157	18	63	t	t	PROPN
cet-1157	18	64	,	,	PUNCT
cet-1157	18	65	respectively	respectively	ADV
cet-1157	18	66	;	;	PUNCT
cet-1157	18	67	rij(t	rij(t	PROPN
cet-1157	18	68	)	)	PUNCT
cet-1157	18	69	is	be	AUX
cet-1157	18	70	the	the	DET
cet-1157	18	71	euclidean	euclidean	ADJ
cet-1157	18	72	distance	distance	NOUN
cet-1157	18	73	between	between	ADP
cet-1157	18	74	particles	particle	NOUN
cet-1157	18	75	i	i	PRON
cet-1157	18	76	and	and	CCONJ
cet-1157	18	77	j	j	PROPN
cet-1157	18	78	at	at	ADP
cet-1157	18	79	time	time	NOUN
cet-1157	18	80	t	t	PROPN
cet-1157	18	81	,	,	PUNCT
cet-1157	18	82	which	which	PRON
cet-1157	18	83	satisfies	satisfy	VERB
cet-1157	18	84	𝑅𝑖𝑗	𝑅𝑖𝑗	PROPN
cet-1157	18	85	=	=	SYM
cet-1157	18	86	||𝑋𝑖(𝑡	||𝑋𝑖(𝑡	NUM
cet-1157	18	87	)	)	PUNCT
cet-1157	18	88	,	,	PUNCT
cet-1157	18	89	𝑋𝑗(𝑡)||2	𝑋𝑗(𝑡)||2	PROPN
cet-1157	18	90	;	;	PUNCT
cet-1157	18	91	ε	ε	PROPN
cet-1157	18	92	represents	represent	VERB
cet-1157	18	93	a	a	DET
cet-1157	18	94	very	very	ADV
cet-1157	18	95	small	small	ADJ
cet-1157	18	96	constant	constant	ADJ
cet-1157	18	97	(	(	PUNCT
cet-1157	18	98	özel	özel	ADJ
cet-1157	18	99	and	and	CCONJ
cet-1157	18	100	altan	altan	PROPN
cet-1157	18	101	,	,	PUNCT
cet-1157	18	102	2000	2000	NUM
cet-1157	18	103	;	;	PUNCT
cet-1157	18	104	pantelides	pantelide	NOUN
cet-1157	18	105	,	,	PUNCT
cet-1157	18	106	1998	1998	NUM
cet-1157	18	107	)	)	PUNCT
cet-1157	18	108	.	.	PUNCT
cet-1157	19	1	g(t	g(t	PROPN
cet-1157	19	2	)	)	PUNCT
cet-1157	19	3	is	be	AUX
cet-1157	19	4	a	a	DET
cet-1157	19	5	function	function	NOUN
cet-1157	19	6	of	of	ADP
cet-1157	19	7	the	the	DET
cet-1157	19	8	initial	initial	ADJ
cet-1157	19	9	value	value	NOUN
cet-1157	19	10	g0	g0	NOUN
cet-1157	19	11	and	and	CCONJ
cet-1157	19	12	the	the	DET
cet-1157	19	13	number	number	NOUN
cet-1157	19	14	of	of	ADP
cet-1157	19	15	iterations	iteration	NOUN
cet-1157	19	16	β	β	NOUN
cet-1157	19	17	:	:	PUNCT
cet-1157	19	18	)	)	PUNCT
cet-1157	19	19	exp	exp	NOUN
cet-1157	19	20	(	(	PUNCT
cet-1157	19	21	)	)	PUNCT
cet-1157	19	22	,	,	PUNCT
cet-1157	19	23	(	(	PUNCT
cet-1157	19	24	00	00	NUM
cet-1157	19	25	t	t	NOUN
cet-1157	19	26	gtggg(t	gtggg(t	NOUN
cet-1157	19	27	)	)	PUNCT
cet-1157	19	28			NOUN
cet-1157	19	29			NOUN
cet-1157	19	30			X
cet-1157	19	31	(	(	PUNCT
cet-1157	19	32	3	3	X
cet-1157	19	33	)	)	PUNCT
cet-1157	19	34	the	the	DET
cet-1157	19	35	gravitational	gravitational	ADJ
cet-1157	19	36	coefficient	coefficient	NOUN
cet-1157	19	37	g	g	PROPN
cet-1157	19	38	will	will	AUX
cet-1157	19	39	gradually	gradually	ADV
cet-1157	19	40	decrease	decrease	VERB
cet-1157	19	41	over	over	ADP
cet-1157	19	42	time	time	NOUN
cet-1157	19	43	,	,	PUNCT
cet-1157	19	44	thus	thus	ADV
cet-1157	19	45	controlling	control	VERB
cet-1157	19	46	the	the	DET
cet-1157	19	47	search	search	NOUN
cet-1157	19	48	precision	precision	NOUN
cet-1157	19	49	.	.	PUNCT
cet-1157	20	1	here	here	ADV
cet-1157	20	2	,	,	PUNCT
cet-1157	20	3	g0	g0	PROPN
cet-1157	20	4	is	be	AUX
cet-1157	20	5	the	the	DET
cet-1157	20	6	initial	initial	ADJ
cet-1157	20	7	value	value	NOUN
cet-1157	20	8	,	,	PUNCT
cet-1157	20	9	which	which	PRON
cet-1157	20	10	is	be	AUX
cet-1157	20	11	set	set	VERB
cet-1157	20	12	as	as	ADP
cet-1157	20	13	100	100	NUM
cet-1157	20	14	;	;	PUNCT
cet-1157	20	15	α	α	PRON
cet-1157	20	16	is	be	AUX
cet-1157	20	17	a	a	DET
cet-1157	20	18	constant	constant	ADJ
cet-1157	20	19	,	,	PUNCT
cet-1157	20	20	set	set	VERB
cet-1157	20	21	as	as	ADP
cet-1157	20	22	20	20	NUM
cet-1157	20	23	;	;	PUNCT
cet-1157	20	24	β	β	X
cet-1157	20	25	is	be	AUX
cet-1157	20	26	the	the	DET
cet-1157	20	27	current	current	ADJ
cet-1157	20	28	number	number	NOUN
cet-1157	20	29	of	of	ADP
cet-1157	20	30	iterations	iteration	NOUN
cet-1157	20	31	;	;	PUNCT
cet-1157	20	32	t	t	PROPN
cet-1157	20	33	is	be	AUX
cet-1157	20	34	the	the	DET
cet-1157	20	35	maximum	maximum	ADJ
cet-1157	20	36	number	number	NOUN
cet-1157	20	37	of	of	ADP
cet-1157	20	38	iterations	iteration	NOUN
cet-1157	20	39	.	.	PUNCT
cet-1157	21	1	in	in	ADP
cet-1157	21	2	the	the	DET
cet-1157	21	3	particle	particle	NOUN
cet-1157	21	4	movement	movement	NOUN
cet-1157	21	5	process	process	NOUN
cet-1157	21	6	,	,	PUNCT
cet-1157	21	7	we	we	PRON
cet-1157	21	8	need	need	VERB
cet-1157	21	9	to	to	PART
cet-1157	21	10	keep	keep	VERB
cet-1157	21	11	updating	update	VERB
cet-1157	21	12	the	the	DET
cet-1157	21	13	inertia	inertia	NOUN
cet-1157	21	14	mass	mass	NOUN
cet-1157	21	15	of	of	ADP
cet-1157	21	16	particles	particle	NOUN
cet-1157	21	17	with	with	ADP
cet-1157	21	18	the	the	DET
cet-1157	21	19	adaptive	adaptive	ADJ
cet-1157	21	20	values	value	NOUN
cet-1157	21	21	(	(	PUNCT
cet-1157	21	22	sotoft	sotoft	PROPN
cet-1157	21	23	et	et	PROPN
cet-1157	21	24	al	al	PROPN
cet-1157	21	25	.	.	PROPN
cet-1157	21	26	,	,	PUNCT
cet-1157	21	27	2010	2010	NUM
cet-1157	21	28	;	;	PUNCT
cet-1157	21	29	schnepper	schnepper	NOUN
cet-1157	21	30	and	and	CCONJ
cet-1157	21	31	stadtherr	stadtherr	NOUN
cet-1157	21	32	,	,	PUNCT
cet-1157	21	33	1996	1996	NUM
cet-1157	21	34	):	):	PUNCT
cet-1157	21	35	)	)	PUNCT
cet-1157	21	36	(	(	PUNCT
cet-1157	21	37	)	)	PUNCT
cet-1157	21	38	(	(	PUNCT
cet-1157	21	39	)	)	PUNCT
cet-1157	21	40	(	(	PUNCT
cet-1157	21	41	)	)	PUNCT
cet-1157	21	42	(	(	PUNCT
cet-1157	21	43	)	)	PUNCT
cet-1157	21	44	tworsttbest	tworsttb	ADJ
cet-1157	21	45	tworsttfit	tworsttfit	NOUN
cet-1157	21	46	(	(	PUNCT
cet-1157	21	47	tm	tm	NOUN
cet-1157	21	48	i	i	PRON
cet-1157	21	49	i	i	PRON
cet-1157	21	50			VERB
cet-1157	21	51			VERB
cet-1157	21	52			PRON
cet-1157	21	53	(	(	PUNCT
cet-1157	21	54	4	4	NUM
cet-1157	21	55	)	)	PUNCT
cet-1157	21	56			X
cet-1157	22	1			NUM
cet-1157	22	2			NOUN
cet-1157	23	1	n	n	PRON
cet-1157	24	1	j	j	PROPN
cet-1157	24	2	j	j	INTJ
cet-1157	25	1	i	i	PRON
cet-1157	25	2	i	i	PRON
cet-1157	25	3	tm	tm	VERB
cet-1157	25	4	tm	tm	PROPN
cet-1157	25	5	(	(	PUNCT
cet-1157	25	6	tm	tm	PROPN
cet-1157	25	7	1	1	NUM
cet-1157	25	8	)	)	PUNCT
cet-1157	25	9	(	(	PUNCT
cet-1157	25	10	)	)	PUNCT
cet-1157	25	11	(	(	PUNCT
cet-1157	25	12	)	)	PUNCT
cet-1157	25	13	(	(	PUNCT
cet-1157	25	14	5	5	NUM
cet-1157	25	15	)	)	PUNCT
cet-1157	25	16	where	where	SCONJ
cet-1157	25	17	,	,	PUNCT
cet-1157	25	18	mi(t	mi(t	NOUN
cet-1157	25	19	)	)	PUNCT
cet-1157	25	20	is	be	AUX
cet-1157	25	21	the	the	DET
cet-1157	25	22	intermediate	intermediate	ADJ
cet-1157	25	23	variable	variable	NOUN
cet-1157	25	24	,	,	PUNCT
cet-1157	25	25	fiti(t	fiti(t	PROPN
cet-1157	25	26	)	)	PUNCT
cet-1157	25	27	is	be	AUX
cet-1157	25	28	the	the	DET
cet-1157	25	29	fitness	fitness	NOUN
cet-1157	25	30	function	function	NOUN
cet-1157	25	31	value	value	NOUN
cet-1157	25	32	of	of	ADP
cet-1157	25	33	particle	particle	NOUN
cet-1157	25	34	i	i	PRON
cet-1157	25	35	at	at	ADP
cet-1157	25	36	time	time	NOUN
cet-1157	25	37	t	t	PROPN
cet-1157	25	38	,	,	PUNCT
cet-1157	25	39	and	and	CCONJ
cet-1157	25	40	best	good	ADJ
cet-1157	25	41	(	(	PUNCT
cet-1157	25	42	t	t	NOUN
cet-1157	25	43	)	)	PUNCT
cet-1157	25	44	and	and	CCONJ
cet-1157	25	45	worst	bad	ADJ
cet-1157	25	46	(	(	PUNCT
cet-1157	25	47	t	t	NOUN
cet-1157	25	48	)	)	PUNCT
cet-1157	25	49	represent	represent	VERB
cet-1157	25	50	the	the	DET
cet-1157	25	51	best	good	ADJ
cet-1157	25	52	and	and	CCONJ
cet-1157	25	53	worst	bad	ADJ
cet-1157	25	54	adaptive	adaptive	ADJ
cet-1157	25	55	function	function	NOUN
cet-1157	25	56	values	value	NOUN
cet-1157	25	57	of	of	ADP
cet-1157	25	58	the	the	DET
cet-1157	25	59	whole	whole	ADJ
cet-1157	25	60	particle	particle	NOUN
cet-1157	25	61	group	group	NOUN
cet-1157	25	62	at	at	ADP
cet-1157	25	63	time	time	NOUN
cet-1157	25	64	t.	t.	PROPN
cet-1157	25	65	best	good	ADJ
cet-1157	25	66	(	(	PUNCT
cet-1157	25	67	t	t	NOUN
cet-1157	25	68	)	)	PUNCT
cet-1157	25	69	and	and	CCONJ
cet-1157	25	70	worst	bad	ADJ
cet-1157	25	71	(	(	PUNCT
cet-1157	25	72	t	t	NOUN
cet-1157	25	73	)	)	PUNCT
cet-1157	25	74	are	be	AUX
cet-1157	25	75	defined	define	VERB
cet-1157	25	76	as	as	SCONJ
cet-1157	25	77	follows	follow	VERB
cet-1157	25	78	:	:	PUNCT
cet-1157	25	79	)	)	PUNCT
cet-1157	25	80	(	(	PUNCT
cet-1157	25	81	min	min	NOUN
cet-1157	25	82	)	)	PUNCT
cet-1157	25	83	(	(	PUNCT
cet-1157	25	84	}	}	PUNCT
cet-1157	25	85	,	,	PUNCT
cet-1157	25	86	...	...	PUNCT
cet-1157	25	87	,	,	PUNCT
cet-1157	25	88	2,1	2,1	X
cet-1157	25	89	{	{	PUNCT
cet-1157	25	90	tfittbest	tfittb	ADJ
cet-1157	25	91	j	j	NOUN
cet-1157	25	92	nj	nj	NOUN
cet-1157	25	93			NUM
cet-1157	25	94	)	)	PUNCT
cet-1157	25	95	(	(	PUNCT
cet-1157	25	96	max	max	PROPN
cet-1157	25	97	)	)	PUNCT
cet-1157	25	98	(	(	PUNCT
cet-1157	25	99	}	}	PUNCT
cet-1157	25	100	,	,	PUNCT
cet-1157	25	101	...	...	PUNCT
cet-1157	25	102	,	,	PUNCT
cet-1157	25	103	2,1	2,1	X
cet-1157	25	104	{	{	PUNCT
cet-1157	25	105	tfittorstw	tfittorstw	NOUN
cet-1157	25	106	j	j	PROPN
cet-1157	25	107	nj	nj	NOUN
cet-1157	25	108			NOUN
cet-1157	26	1	the	the	DET
cet-1157	26	2	resultant	resultant	NOUN
cet-1157	26	3	force	force	NOUN
cet-1157	26	4	the	the	DET
cet-1157	26	5	i	i	PROPN
cet-1157	26	6	-	-	PUNCT
cet-1157	26	7	th	th	X
cet-1157	26	8	particle	particle	NOUN
cet-1157	26	9	is	be	AUX
cet-1157	26	10	under	under	ADP
cet-1157	26	11	in	in	ADP
cet-1157	26	12	the	the	DET
cet-1157	26	13	d	d	PROPN
cet-1157	26	14	-	-	PUNCT
cet-1157	26	15	th	th	VERB
cet-1157	26	16	dimension	dimension	NOUN
cet-1157	26	17	is	be	AUX
cet-1157	26	18	defined	define	VERB
cet-1157	26	19	as	as	SCONJ
cet-1157	26	20	follows	follow	VERB
cet-1157	26	21	:	:	PUNCT
cet-1157	26	22	)	)	PUNCT
cet-1157	26	23	(	(	PUNCT
cet-1157	26	24	)	)	PUNCT
cet-1157	26	25	(	(	PUNCT
cet-1157	26	26	,	,	PUNCT
cet-1157	26	27	tfrandjtf	tfrandjtf	NOUN
cet-1157	26	28	ijkbestj	ijkbestj	ADJ
cet-1157	27	1	d	d	X
cet-1157	27	2	ij	ij	INTJ
cet-1157	28	1	d	d	X
cet-1157	28	2	i	i	PRON
cet-1157	28	3			PROPN
cet-1157	28	4			PROPN
cet-1157	28	5			PROPN
cet-1157	28	6	(	(	PUNCT
cet-1157	28	7	6	6	NUM
cet-1157	28	8	)	)	PUNCT
cet-1157	28	9	where	where	SCONJ
cet-1157	28	10	,	,	PUNCT
cet-1157	28	11	randj	randj	NOUN
cet-1157	28	12	is	be	AUX
cet-1157	28	13	a	a	DET
cet-1157	28	14	random	random	ADJ
cet-1157	28	15	number	number	NOUN
cet-1157	28	16	between	between	ADP
cet-1157	28	17	[	[	X
cet-1157	28	18	0	0	NUM
cet-1157	28	19	,	,	PUNCT
cet-1157	28	20	1	1	NUM
cet-1157	28	21	]	]	PUNCT
cet-1157	28	22	,	,	PUNCT
cet-1157	28	23	and	and	CCONJ
cet-1157	28	24	kbest	kb	ADJ
cet-1157	28	25	is	be	AUX
cet-1157	28	26	a	a	DET
cet-1157	28	27	linear	linear	ADJ
cet-1157	28	28	function	function	NOUN
cet-1157	28	29	that	that	PRON
cet-1157	28	30	decreases	decrease	VERB
cet-1157	28	31	over	over	ADP
cet-1157	28	32	time	time	NOUN
cet-1157	28	33	.	.	PUNCT
cet-1157	29	1	according	accord	VERB
cet-1157	29	2	to	to	ADP
cet-1157	29	3	the	the	DET
cet-1157	29	4	formula	formula	NOUN
cet-1157	29	5	for	for	ADP
cet-1157	29	6	the	the	DET
cet-1157	29	7	force	force	NOUN
cet-1157	29	8	the	the	DET
cet-1157	29	9	particle	particle	NOUN
cet-1157	29	10	is	be	AUX
cet-1157	29	11	under	under	ADJ
cet-1157	29	12	,	,	PUNCT
cet-1157	29	13	if	if	SCONJ
cet-1157	29	14	the	the	DET
cet-1157	29	15	inertia	inertia	NOUN
cet-1157	29	16	mass	mass	NOUN
cet-1157	29	17	of	of	ADP
cet-1157	29	18	particle	particle	NOUN
cet-1157	29	19	i	i	PRON
cet-1157	29	20	is	be	AUX
cet-1157	29	21	mi(t	mi(t	NOUN
cet-1157	29	22	)	)	PUNCT
cet-1157	29	23	,	,	PUNCT
cet-1157	29	24	then	then	ADV
cet-1157	29	25	the	the	DET
cet-1157	29	26	acceleration	acceleration	NOUN
cet-1157	29	27	of	of	ADP
cet-1157	29	28	particle	particle	NOUN
cet-1157	29	29	i	i	PRON
cet-1157	29	30	is	be	AUX
cet-1157	29	31	(	(	PUNCT
cet-1157	29	32	imani	imani	X
cet-1157	29	33	et	et	PROPN
cet-1157	29	34	al	al	PROPN
cet-1157	29	35	.	.	PROPN
cet-1157	29	36	,	,	PUNCT
cet-1157	29	37	1998	1998	NUM
cet-1157	29	38	):	):	PUNCT
cet-1157	29	39	)	)	PUNCT
cet-1157	29	40	(	(	PUNCT
cet-1157	29	41	)	)	PUNCT
cet-1157	29	42	(	(	PUNCT
cet-1157	29	43	)	)	PUNCT
cet-1157	29	44	(	(	PUNCT
cet-1157	29	45	tm	tm	NOUN
cet-1157	29	46	tf	tf	INTJ
cet-1157	29	47	ta	ta	ADP
cet-1157	30	1	i	i	PRON
cet-1157	31	1	d	d	VERB
cet-1157	31	2	it	it	PRON
cet-1157	32	1	i	i	PRON
cet-1157	32	2			VERB
cet-1157	32	3	(	(	PUNCT
cet-1157	32	4	7	7	NUM
cet-1157	32	5	)	)	PUNCT
cet-1157	32	6	the	the	DET
cet-1157	32	7	evolved	evolve	VERB
cet-1157	32	8	formulas	formula	NOUN
cet-1157	32	9	for	for	ADP
cet-1157	32	10	the	the	DET
cet-1157	32	11	velocity	velocity	NOUN
cet-1157	32	12	and	and	CCONJ
cet-1157	32	13	location	location	NOUN
cet-1157	32	14	of	of	ADP
cet-1157	32	15	particle	particle	NOUN
cet-1157	32	16	i	i	PRON
cet-1157	32	17	at	at	ADP
cet-1157	32	18	the	the	DET
cet-1157	32	19	next	next	ADJ
cet-1157	32	20	moment	moment	NOUN
cet-1157	32	21	are	be	AUX
cet-1157	32	22	as	as	SCONJ
cet-1157	32	23	follows	follow	VERB
cet-1157	32	24	:	:	PUNCT
cet-1157	32	25	)	)	PUNCT
cet-1157	32	26	(	(	PUNCT
cet-1157	32	27	)	)	PUNCT
cet-1157	32	28	1	1	NUM
cet-1157	32	29	(	(	PUNCT
cet-1157	32	30	tavrandtv	tavrandtv	NOUN
cet-1157	33	1	d	d	NOUN
cet-1157	33	2	i	i	NOUN
cet-1157	33	3	d	d	NOUN
cet-1157	33	4	ii	ii	PROPN
cet-1157	33	5	d	d	X
cet-1157	33	6	i	i	PROPN
cet-1157	33	7			PROPN
cet-1157	33	8	(	(	PUNCT
cet-1157	33	9	8)	8)	NUM
cet-1157	33	10	)	)	PUNCT
cet-1157	33	11	1()()1	1()()1	PROPN
cet-1157	33	12	(	(	PUNCT
cet-1157	33	13			NUM
cet-1157	33	14	tvtxtx	tvtxtx	NOUN
cet-1157	34	1	d	d	X
cet-1157	34	2	i	i	NOUN
cet-1157	35	1	d	d	NOUN
cet-1157	35	2	i	i	PRON
cet-1157	36	1	d	d	VERB
cet-1157	36	2	i	i	PRON
cet-1157	36	3	(	(	PUNCT
cet-1157	36	4	9	9	NUM
cet-1157	36	5	)	)	PUNCT
cet-1157	36	6	where	where	SCONJ
cet-1157	36	7	,	,	PUNCT
cet-1157	36	8	randi	randi	PROPN
cet-1157	36	9	is	be	AUX
cet-1157	36	10	a	a	DET
cet-1157	36	11	number	number	NOUN
cet-1157	36	12	randomly	randomly	ADV
cet-1157	36	13	generated	generate	VERB
cet-1157	36	14	between	between	ADP
cet-1157	36	15	[	[	X
cet-1157	36	16	0	0	NUM
cet-1157	36	17	,	,	PUNCT
cet-1157	36	18	1	1	NUM
cet-1157	36	19	]	]	PUNCT
cet-1157	36	20	.	.	PUNCT
cet-1157	37	1	3	3	X
cet-1157	37	2	.	.	X
cet-1157	37	3	computer	computer	NOUN
cet-1157	37	4	process	process	NOUN
cet-1157	37	5	simulation	simulation	NOUN
cet-1157	37	6	of	of	ADP
cet-1157	37	7	the	the	DET
cet-1157	37	8	penicillin	penicillin	NOUN
cet-1157	37	9	fermentation	fermentation	NOUN
cet-1157	37	10	process	process	NOUN
cet-1157	37	11	3.1	3.1	NUM
cet-1157	37	12	definition	definition	NOUN
cet-1157	37	13	of	of	ADP
cet-1157	37	14	the	the	DET
cet-1157	37	15	basis	basis	NOUN
cet-1157	37	16	for	for	ADP
cet-1157	37	17	process	process	NOUN
cet-1157	37	18	simulation	simulation	NOUN
cet-1157	37	19	before	before	ADP
cet-1157	37	20	simulating	simulate	VERB
cet-1157	37	21	the	the	DET
cet-1157	37	22	fermentation	fermentation	NOUN
cet-1157	37	23	process	process	NOUN
cet-1157	38	1	,	,	PUNCT
cet-1157	38	2	we	we	PRON
cet-1157	38	3	first	first	ADV
cet-1157	38	4	need	need	VERB
cet-1157	38	5	to	to	PART
cet-1157	38	6	define	define	VERB
cet-1157	38	7	the	the	DET
cet-1157	38	8	main	main	ADJ
cet-1157	38	9	components	component	NOUN
cet-1157	38	10	involved	involve	VERB
cet-1157	38	11	in	in	ADP
cet-1157	38	12	the	the	DET
cet-1157	38	13	fermentation	fermentation	NOUN
cet-1157	38	14	and	and	CCONJ
cet-1157	38	15	select	select	VERB
cet-1157	38	16	a	a	DET
cet-1157	38	17	property	property	NOUN
cet-1157	38	18	package	package	NOUN
cet-1157	38	19	.	.	PUNCT
cet-1157	39	1	the	the	DET
cet-1157	39	2	essence	essence	NOUN
cet-1157	39	3	of	of	ADP
cet-1157	39	4	fermentation	fermentation	NOUN
cet-1157	39	5	is	be	AUX
cet-1157	39	6	chemical	chemical	ADJ
cet-1157	39	7	reaction	reaction	NOUN
cet-1157	39	8	,	,	PUNCT
cet-1157	39	9	so	so	SCONJ
cet-1157	39	10	compositions	composition	NOUN
cet-1157	39	11	are	be	AUX
cet-1157	39	12	determined	determine	VERB
cet-1157	39	13	based	base	VERB
cet-1157	39	14	on	on	ADP
cet-1157	39	15	the	the	DET
cet-1157	39	16	stoichiometric	stoichiometric	ADJ
cet-1157	39	17	equations	equation	NOUN
cet-1157	39	18	in	in	ADP
cet-1157	39	19	the	the	DET
cet-1157	39	20	fermentation	fermentation	NOUN
cet-1157	39	21	reaction	reaction	NOUN
cet-1157	39	22	process	process	NOUN
cet-1157	39	23	.	.	PUNCT
cet-1157	40	1	at	at	ADP
cet-1157	40	2	the	the	DET
cet-1157	40	3	beginning	beginning	NOUN
cet-1157	40	4	of	of	ADP
cet-1157	40	5	the	the	DET
cet-1157	40	6	fermentation	fermentation	NOUN
cet-1157	40	7	,	,	PUNCT
cet-1157	40	8	penicillium	penicillium	NOUN
cet-1157	40	9	chrysogenum	chrysogenum	NOUN
cet-1157	40	10	is	be	AUX
cet-1157	40	11	cultured	cultured	ADJ
cet-1157	40	12	aerobically	aerobically	ADV
cet-1157	40	13	with	with	ADP
cet-1157	40	14	glucose	glucose	NOUN
cet-1157	40	15	and	and	CCONJ
cet-1157	40	16	ammonia	ammonia	NOUN
cet-1157	40	17	as	as	ADP
cet-1157	40	18	the	the	DET
cet-1157	40	19	substrate	substrate	NOUN
cet-1157	40	20	,	,	PUNCT
cet-1157	40	21	where	where	SCONJ
cet-1157	40	22	the	the	DET
cet-1157	40	23	elemental	elemental	ADJ
cet-1157	40	24	composition	composition	NOUN
cet-1157	40	25	of	of	ADP
cet-1157	40	26	penicillium	penicillium	NOUN
cet-1157	40	27	chrysogenum	chrysogenum	NOUN
cet-1157	40	28	is	be	AUX
cet-1157	40	29	ch1.92o0.61n0.16	ch1.92o0.61n0.16	NOUN
cet-1157	40	30	:	:	PUNCT
cet-1157	40	31	542	542	NUM
cet-1157	40	32	ohconochonhohc	ohconochonhohc	NOUN
cet-1157	40	33	2216.061.092.1236126	2216.061.092.1236126	NOUN
cet-1157	40	34	54.358.242.339.255.0	54.358.242.339.255.0	NUM
cet-1157	40	35			PROPN
cet-1157	40	36	(	(	PUNCT
cet-1157	40	37	10	10	NUM
cet-1157	40	38	)	)	PUNCT
cet-1157	40	39	glucose	glucose	NOUN
cet-1157	40	40	,	,	PUNCT
cet-1157	40	41	as	as	ADP
cet-1157	40	42	the	the	DET
cet-1157	40	43	substrate	substrate	NOUN
cet-1157	40	44	,	,	PUNCT
cet-1157	40	45	continuously	continuously	ADV
cet-1157	40	46	reacts	react	VERB
cet-1157	40	47	with	with	ADP
cet-1157	40	48	oxygen	oxygen	NOUN
cet-1157	40	49	to	to	PART
cet-1157	40	50	produce	produce	VERB
cet-1157	40	51	carbon	carbon	NOUN
cet-1157	40	52	dioxide	dioxide	NOUN
cet-1157	40	53	and	and	CCONJ
cet-1157	40	54	water	water	NOUN
cet-1157	40	55	:	:	PUNCT
cet-1157	40	56	ohcooohc	ohcooohc	NOUN
cet-1157	40	57	2226126	2226126	NUM
cet-1157	40	58	666	666	NUM
cet-1157	40	59			NOUN
cet-1157	40	60	(	(	PUNCT
cet-1157	40	61	11	11	NUM
cet-1157	40	62	)	)	PUNCT
cet-1157	40	63	the	the	DET
cet-1157	40	64	three	three	NUM
cet-1157	40	65	precursor	precursor	NOUN
cet-1157	40	66	amino	amino	NOUN
cet-1157	40	67	acids	acid	NOUN
cet-1157	40	68	α	α	PRON
cet-1157	40	69	-	-	ADJ
cet-1157	40	70	amino	amino	ADJ
cet-1157	40	71	adipic	adipic	NOUN
cet-1157	40	72	acid	acid	NOUN
cet-1157	40	73	,	,	PUNCT
cet-1157	40	74	cysteine	cysteine	NOUN
cet-1157	40	75	and	and	CCONJ
cet-1157	40	76	valine	valine	NOUN
cet-1157	40	77	,	,	PUNCT
cet-1157	40	78	which	which	PRON
cet-1157	40	79	are	be	AUX
cet-1157	40	80	converted	convert	VERB
cet-1157	40	81	by	by	ADP
cet-1157	40	82	glucose	glucose	NOUN
cet-1157	40	83	and	and	CCONJ
cet-1157	40	84	ammonia	ammonia	NOUN
cet-1157	40	85	,	,	PUNCT
cet-1157	40	86	after	after	ADP
cet-1157	40	87	tripeptide	tripeptide	ADP
cet-1157	40	88	synthesis	synthesis	NOUN
cet-1157	40	89	and	and	CCONJ
cet-1157	40	90	cyclization	cyclization	NOUN
cet-1157	40	91	,	,	PUNCT
cet-1157	40	92	have	have	VERB
cet-1157	40	93	acyl	acyl	NOUN
cet-1157	40	94	transfer	transfer	NOUN
cet-1157	40	95	reactions	reaction	NOUN
cet-1157	40	96	with	with	ADP
cet-1157	40	97	precursor	precursor	NOUN
cet-1157	40	98	phenylacetic	phenylacetic	ADJ
cet-1157	40	99	acid	acid	NOUN
cet-1157	40	100	and	and	CCONJ
cet-1157	40	101	produce	produce	VERB
cet-1157	40	102	penicillin	penicillin	NOUN
cet-1157	40	103	g	g	NOUN
cet-1157	40	104	:	:	PUNCT
cet-1157	40	105	ohcosnohcnohcsnohc	ohcosnohcnohcsnohc	NUM
cet-1157	40	106	oohcsohnhohc	oohcsohnhohc	NOUN
cet-1157	40	107	42	42	NUM
cet-1157	40	108	222312839621816	222312839621816	NUM
cet-1157	40	109	228836126	228836126	NUM
cet-1157	40	110	5.1118.305.036.04	5.1118.305.036.04	NOUN
cet-1157	40	111	6.105.146.229.2	6.105.146.229.2	NUM
cet-1157	40	112			NOUN
cet-1157	40	113			NOUN
cet-1157	40	114	(	(	PUNCT
cet-1157	40	115	12	12	NUM
cet-1157	40	116	)	)	PUNCT
cet-1157	40	117	the	the	DET
cet-1157	40	118	components	component	NOUN
cet-1157	40	119	involved	involve	VERB
cet-1157	40	120	in	in	ADP
cet-1157	40	121	the	the	DET
cet-1157	40	122	penicillin	penicillin	NOUN
cet-1157	40	123	fermentation	fermentation	NOUN
cet-1157	40	124	reactions	reaction	NOUN
cet-1157	40	125	are	be	AUX
cet-1157	40	126	determined	determine	VERB
cet-1157	40	127	according	accord	VERB
cet-1157	40	128	to	to	ADP
cet-1157	40	129	the	the	DET
cet-1157	40	130	above	above	ADJ
cet-1157	40	131	three	three	NUM
cet-1157	40	132	main	main	ADJ
cet-1157	40	133	stoichiometric	stoichiometric	ADJ
cet-1157	40	134	equations	equation	NOUN
cet-1157	40	135	.	.	PUNCT
cet-1157	41	1	the	the	DET
cet-1157	41	2	interface	interface	NOUN
cet-1157	41	3	that	that	PRON
cet-1157	41	4	sets	set	VERB
cet-1157	41	5	the	the	DET
cet-1157	41	6	components	component	NOUN
cet-1157	41	7	are	be	AUX
cet-1157	41	8	shown	show	VERB
cet-1157	41	9	in	in	ADP
cet-1157	41	10	figure	figure	NOUN
cet-1157	41	11	1	1	NUM
cet-1157	41	12	.	.	PUNCT
cet-1157	42	1	figure	figure	NOUN
cet-1157	42	2	1	1	NUM
cet-1157	42	3	:	:	PUNCT
cet-1157	42	4	interface	interface	NOUN
cet-1157	42	5	setting	setting	NOUN
cet-1157	42	6	of	of	ADP
cet-1157	42	7	components	component	NOUN
cet-1157	42	8	the	the	DET
cet-1157	42	9	nrtl	nrtl	ADJ
cet-1157	42	10	equation	equation	NOUN
cet-1157	42	11	is	be	AUX
cet-1157	42	12	applicable	applicable	ADJ
cet-1157	42	13	to	to	ADP
cet-1157	42	14	the	the	DET
cet-1157	42	15	gas	gas	NOUN
cet-1157	42	16	-	-	PUNCT
cet-1157	42	17	liquid	liquid	ADJ
cet-1157	42	18	phase	phase	NOUN
cet-1157	42	19	calculations	calculation	NOUN
cet-1157	42	20	,	,	PUNCT
cet-1157	42	21	so	so	SCONJ
cet-1157	42	22	it	it	PRON
cet-1157	42	23	can	can	AUX
cet-1157	42	24	be	be	AUX
cet-1157	42	25	chosen	choose	VERB
cet-1157	42	26	as	as	ADP
cet-1157	42	27	the	the	DET
cet-1157	42	28	property	property	NOUN
cet-1157	42	29	package	package	NOUN
cet-1157	42	30	for	for	ADP
cet-1157	42	31	penicillin	penicillin	NOUN
cet-1157	42	32	fermentation	fermentation	NOUN
cet-1157	42	33	.	.	PUNCT
cet-1157	43	1	the	the	DET
cet-1157	43	2	interface	interface	NOUN
cet-1157	43	3	that	that	PRON
cet-1157	43	4	sets	set	VERB
cet-1157	43	5	the	the	DET
cet-1157	43	6	property	property	NOUN
cet-1157	43	7	package	package	NOUN
cet-1157	43	8	is	be	AUX
cet-1157	43	9	shown	show	VERB
cet-1157	43	10	in	in	ADP
cet-1157	43	11	fig.2	fig.2	PROPN
cet-1157	43	12	.	.	PUNCT
cet-1157	44	1	figure	figure	NOUN
cet-1157	44	2	2	2	NUM
cet-1157	44	3	:	:	PUNCT
cet-1157	44	4	interface	interface	NOUN
cet-1157	44	5	setting	setting	NOUN
cet-1157	44	6	of	of	ADP
cet-1157	44	7	fluid	fluid	ADJ
cet-1157	44	8	package	package	NOUN
cet-1157	44	9	3.2	3.2	NUM
cet-1157	44	10	simulated	simulate	VERB
cet-1157	44	11	flow	flow	NOUN
cet-1157	44	12	chart	chart	NOUN
cet-1157	44	13	for	for	ADP
cet-1157	44	14	penicillin	penicillin	NOUN
cet-1157	44	15	fermentation	fermentation	NOUN
cet-1157	44	16	we	we	PRON
cet-1157	44	17	prepare	prepare	VERB
cet-1157	44	18	the	the	DET
cet-1157	44	19	flow	flow	NOUN
cet-1157	44	20	charts	chart	NOUN
cet-1157	44	21	for	for	ADP
cet-1157	44	22	the	the	DET
cet-1157	44	23	initialization	initialization	NOUN
cet-1157	44	24	,	,	PUNCT
cet-1157	44	25	supplemented	supplement	VERB
cet-1157	44	26	medium	medium	ADJ
cet-1157	44	27	and	and	CCONJ
cet-1157	44	28	fermentation	fermentation	NOUN
cet-1157	44	29	tank	tank	NOUN
cet-1157	44	30	modules	module	NOUN
cet-1157	44	31	respectively	respectively	ADV
cet-1157	44	32	,	,	PUNCT
cet-1157	44	33	and	and	CCONJ
cet-1157	44	34	then	then	ADV
cet-1157	44	35	obtain	obtain	VERB
cet-1157	44	36	the	the	DET
cet-1157	44	37	general	general	ADJ
cet-1157	44	38	simulated	simulate	VERB
cet-1157	44	39	flow	flow	NOUN
cet-1157	44	40	chart	chart	NOUN
cet-1157	44	41	for	for	ADP
cet-1157	44	42	penicillin	penicillin	NOUN
cet-1157	44	43	fermentation	fermentation	NOUN
cet-1157	44	44	,	,	PUNCT
cet-1157	44	45	as	as	SCONJ
cet-1157	44	46	shown	show	VERB
cet-1157	44	47	in	in	ADP
cet-1157	44	48	fig.3	fig.3	PROPN
cet-1157	44	49	.	.	PUNCT
cet-1157	44	50	s_initial	s_initial	PROPN
cet-1157	44	51	represents	represent	VERB
cet-1157	44	52	the	the	DET
cet-1157	44	53	feed	feed	NOUN
cet-1157	44	54	inlet	inlet	NOUN
cet-1157	44	55	for	for	ADP
cet-1157	44	56	the	the	DET
cet-1157	44	57	initial	initial	ADJ
cet-1157	44	58	glucose	glucose	NOUN
cet-1157	44	59	solution	solution	NOUN
cet-1157	44	60	,	,	PUNCT
cet-1157	44	61	x_initial	x_initial	PROPN
cet-1157	44	62	represents	represent	VERB
cet-1157	44	63	the	the	DET
cet-1157	44	64	feed	feed	NOUN
cet-1157	44	65	inlet	inlet	NOUN
cet-1157	44	66	for	for	ADP
cet-1157	44	67	the	the	DET
cet-1157	44	68	initial	initial	ADJ
cet-1157	44	69	strain	strain	NOUN
cet-1157	44	70	,	,	PUNCT
cet-1157	44	71	and	and	CCONJ
cet-1157	44	72	water	water	NOUN
cet-1157	44	73	represents	represent	VERB
cet-1157	44	74	the	the	DET
cet-1157	44	75	inlet	inlet	NOUN
cet-1157	44	76	of	of	ADP
cet-1157	44	77	the	the	DET
cet-1157	44	78	water	water	NOUN
cet-1157	44	79	solution	solution	NOUN
cet-1157	44	80	.	.	PUNCT
cet-1157	45	1	scontrol	scontrol	NOUN
cet-1157	45	2	,	,	PUNCT
cet-1157	45	3	xcontrol	xcontrol	NOUN
cet-1157	45	4	,	,	PUNCT
cet-1157	45	5	and	and	CCONJ
cet-1157	45	6	watercontrol	watercontrol	NOUN
cet-1157	45	7	are	be	AUX
cet-1157	45	8	used	use	VERB
cet-1157	45	9	to	to	PART
cet-1157	45	10	control	control	VERB
cet-1157	45	11	substrate	substrate	NOUN
cet-1157	45	12	concentration	concentration	NOUN
cet-1157	45	13	,	,	PUNCT
cet-1157	45	14	bacterial	bacterial	ADJ
cet-1157	45	15	concentration	concentration	NOUN
cet-1157	45	16	and	and	CCONJ
cet-1157	45	17	water	water	NOUN
cet-1157	45	18	flow	flow	NOUN
cet-1157	45	19	,	,	PUNCT
cet-1157	45	20	respectively	respectively	ADV
cet-1157	45	21	.	.	PUNCT
cet-1157	46	1	mix	mix	NOUN
cet-1157	46	2	-	-	PUNCT
cet-1157	46	3	initial	initial	ADJ
cet-1157	46	4	acts	act	NOUN
cet-1157	46	5	as	as	ADP
cet-1157	46	6	a	a	DET
cet-1157	46	7	pipe	pipe	NOUN
cet-1157	46	8	manifold	manifold	NOUN
cet-1157	46	9	.	.	PUNCT
cet-1157	47	1	supply	supply	NOUN
cet-1157	47	2	is	be	AUX
cet-1157	47	3	used	use	VERB
cet-1157	47	4	to	to	PART
cet-1157	47	5	add	add	VERB
cet-1157	47	6	material	material	ADJ
cet-1157	47	7	supplements	supplement	NOUN
cet-1157	47	8	in	in	ADP
cet-1157	47	9	the	the	DET
cet-1157	47	10	fermentation	fermentation	NOUN
cet-1157	47	11	process	process	NOUN
cet-1157	47	12	;	;	PUNCT
cet-1157	47	13	fb	fb	X
cet-1157	47	14	-	-	PUNCT
cet-1157	47	15	out	out	NOUN
cet-1157	47	16	is	be	AUX
cet-1157	47	17	the	the	DET
cet-1157	47	18	outlet	outlet	NOUN
cet-1157	47	19	;	;	PUNCT
cet-1157	47	20	the	the	DET
cet-1157	47	21	three	three	NUM
cet-1157	47	22	pid	pid	NOUN
cet-1157	47	23	controllers	controller	NOUN
cet-1157	47	24	tic	tic	ADJ
cet-1157	47	25	-	-	PUNCT
cet-1157	47	26	fb	fb	ADJ
cet-1157	47	27	,	,	PUNCT
cet-1157	47	28	fic	fic	ADJ
cet-1157	47	29	-	-	PUNCT
cet-1157	47	30	fb	fb	ADJ
cet-1157	47	31	and	and	CCONJ
cet-1157	47	32	lic	lic	ADJ
cet-1157	47	33	-	-	PUNCT
cet-1157	47	34	fb	fb	NOUN
cet-1157	47	35	are	be	AUX
cet-1157	47	36	used	use	VERB
cet-1157	47	37	to	to	PART
cet-1157	47	38	control	control	VERB
cet-1157	47	39	the	the	DET
cet-1157	47	40	temperature	temperature	NOUN
cet-1157	47	41	,	,	PUNCT
cet-1157	47	42	flow	flow	NOUN
cet-1157	47	43	and	and	CCONJ
cet-1157	47	44	level	level	NOUN
cet-1157	47	45	of	of	ADP
cet-1157	47	46	the	the	DET
cet-1157	47	47	fermentation	fermentation	NOUN
cet-1157	47	48	broth	broth	NOUN
cet-1157	47	49	,	,	PUNCT
cet-1157	47	50	respectively	respectively	ADV
cet-1157	47	51	;	;	PUNCT
cet-1157	47	52	os	os	NOUN
cet-1157	47	53	-	-	PUNCT
cet-1157	47	54	fb	fb	NOUN
cet-1157	47	55	is	be	AUX
cet-1157	47	56	used	use	VERB
cet-1157	47	57	to	to	PART
cet-1157	47	58	transfer	transfer	VERB
cet-1157	47	59	data	datum	NOUN
cet-1157	47	60	;	;	PUNCT
cet-1157	47	61	trf	trf	NOUN
cet-1157	47	62	-	-	PUNCT
cet-1157	47	63	fb	fb	NOUN
cet-1157	47	64	is	be	AUX
cet-1157	47	65	used	use	VERB
cet-1157	47	66	to	to	PART
cet-1157	47	67	transfer	transfer	VERB
cet-1157	47	68	materials	material	NOUN
cet-1157	47	69	;	;	PUNCT
cet-1157	47	70	the	the	DET
cet-1157	47	71	vent	vent	NOUN
cet-1157	47	72	gas	gas	NOUN
cet-1157	47	73	is	be	AUX
cet-1157	47	74	used	use	VERB
cet-1157	47	75	to	to	PART
cet-1157	47	76	control	control	VERB
cet-1157	47	77	the	the	DET
cet-1157	47	78	pressure	pressure	NOUN
cet-1157	47	79	inside	inside	ADP
cet-1157	47	80	the	the	DET
cet-1157	47	81	tank	tank	NOUN
cet-1157	47	82	through	through	ADP
cet-1157	47	83	pic	pic	NOUN
cet-1157	47	84	-	-	PUNCT
cet-1157	47	85	gas	gas	NOUN
cet-1157	47	86	;	;	PUNCT
cet-1157	48	1	cw	cw	NOUN
cet-1157	48	2	-	-	PUNCT
cet-1157	48	3	in	in	ADP
cet-1157	48	4	and	and	CCONJ
cet-1157	48	5	cw	cw	VERB
cet-1157	48	6	-	-	NOUN
cet-1157	48	7	out	out	NOUN
cet-1157	48	8	are	be	AUX
cet-1157	48	9	the	the	DET
cet-1157	48	10	inlet	inlet	NOUN
cet-1157	48	11	and	and	CCONJ
cet-1157	48	12	outlet	outlet	NOUN
cet-1157	48	13	for	for	ADP
cet-1157	48	14	the	the	DET
cet-1157	48	15	cooling	cool	VERB
cet-1157	48	16	water	water	NOUN
cet-1157	48	17	.	.	PUNCT
cet-1157	49	1	543	543	NUM
cet-1157	49	2	s_initial	s_initial	ADJ
cet-1157	49	3	vlv	vlv	PROPN
cet-1157	49	4	-	-	PUNCT
cet-1157	49	5	s	s	PROPN
cet-1157	49	6	scontral	scontral	ADJ
cet-1157	49	7	pipe	pipe	NOUN
cet-1157	49	8	-	-	PUNCT
cet-1157	49	9	s	s	NOUN
cet-1157	49	10	1	1	NUM
cet-1157	49	11	mix	mix	NOUN
cet-1157	49	12	-	-	PUNCT
cet-1157	49	13	initial	initial	ADJ
cet-1157	49	14	s_initial	s_initial	ADJ
cet-1157	49	15	vlv	vlv	PROPN
cet-1157	49	16	-	-	PUNCT
cet-1157	49	17	x	x	PROPN
cet-1157	49	18	xcontral	xcontral	ADJ
cet-1157	49	19	pipe	pipe	NOUN
cet-1157	49	20	-	-	PUNCT
cet-1157	49	21	x	x	SYM
cet-1157	49	22	27	27	NUM
cet-1157	49	23	5	5	NUM
cet-1157	49	24	3	3	NUM
cet-1157	49	25	v-4	v-4	NOUN
cet-1157	49	26	p-16	p-16	PROPN
cet-1157	49	27	watercontral	watercontral	ADJ
cet-1157	49	28	pipe	pipe	NOUN
cet-1157	49	29	-	-	PUNCT
cet-1157	49	30	water	water	NOUN
cet-1157	49	31	2	2	NUM
cet-1157	49	32	24	24	NUM
cet-1157	49	33	unitconvert	unitconvert	NOUN
cet-1157	49	34	p-18	p-18	NOUN
cet-1157	49	35	air	air	NOUN
cet-1157	49	36	vlv	vlv	PROPN
cet-1157	49	37	-	-	PUNCT
cet-1157	49	38	air	air	NOUN
cet-1157	49	39	aircontrol	aircontrol	NOUN
cet-1157	49	40	pipe	pipe	NOUN
cet-1157	49	41	-	-	PUNCT
cet-1157	49	42	air	air	NOUN
cet-1157	49	43	19	19	NUM
cet-1157	49	44	mix	mix	NOUN
cet-1157	49	45	-	-	PUNCT
cet-1157	49	46	supply	supply	NOUN
cet-1157	49	47	acid	acid	NOUN
cet-1157	49	48	vlv	vlv	PROPN
cet-1157	49	49	-	-	PUNCT
cet-1157	49	50	a	a	DET
cet-1157	49	51	ph	ph	ADJ
cet-1157	49	52	pipe	pipe	NOUN
cet-1157	49	53	-	-	PUNCT
cet-1157	49	54	a	a	DET
cet-1157	49	55	14	14	NUM
cet-1157	49	56	25	25	NUM
cet-1157	49	57	22	22	NUM
cet-1157	49	58	base	base	NOUN
cet-1157	49	59	vlv	vlv	PROPN
cet-1157	49	60	-	-	PUNCT
cet-1157	49	61	b	b	PROPN
cet-1157	49	62	ic-100	ic-100	PROPN
cet-1157	49	63	pipr	pipr	PROPN
cet-1157	49	64	-	-	PUNCT
cet-1157	49	65	b	b	NOUN
cet-1157	49	66	6	6	NUM
cet-1157	49	67	15	15	NUM
cet-1157	49	68	9	9	NUM
cet-1157	49	69	20	20	NUM
cet-1157	49	70	vlv	vlv	NOUN
cet-1157	49	71	-	-	PUNCT
cet-1157	49	72	initial	initial	NOUN
cet-1157	49	73	sub_feeding	sub_feede	VERB
cet-1157	49	74	vlv	vlv	PROPN
cet-1157	49	75	-	-	PUNCT
cet-1157	49	76	sf	sf	PROPN
cet-1157	49	77	sf	sf	PROPN
cet-1157	49	78	contral	contral	ADJ
cet-1157	49	79	pipe	pipe	NOUN
cet-1157	49	80	-	-	PUNCT
cet-1157	49	81	sf	sf	NOUN
cet-1157	49	82	23	23	NUM
cet-1157	49	83	p-36	p-36	PROPN
cet-1157	49	84	spdtest	spdtest	NOUN
cet-1157	49	85	28	28	NUM
cet-1157	49	86	10	10	NUM
cet-1157	49	87	mix	mix	X
cet-1157	49	88	-	-	PUNCT
cet-1157	49	89	ir	ir	PROPN
cet-1157	49	90	31	31	NUM
cet-1157	49	91	vlv	vlv	PROPN
cet-1157	49	92	-	-	PUNCT
cet-1157	49	93	gas7	gas7	PROPN
cet-1157	49	94	pic	pic	NOUN
cet-1157	49	95	-	-	PUNCT
cet-1157	49	96	gas	gas	NOUN
cet-1157	49	97	pipe	pipe	NOUN
cet-1157	49	98	-	-	PUNCT
cet-1157	49	99	gas	gas	NOUN
cet-1157	49	100	11	11	NUM
cet-1157	49	101	gas	gas	NOUN
cet-1157	49	102	pipe	pipe	NOUN
cet-1157	49	103	-	-	PUNCT
cet-1157	49	104	cwin	cwin	NOUN
cet-1157	49	105	pipe	pipe	NOUN
cet-1157	49	106	-	-	PUNCT
cet-1157	49	107	cwout	cwout	NOUN
cet-1157	49	108	cwin	cwin	ADJ
cet-1157	49	109	cwout	cwout	PROPN
cet-1157	49	110	13	13	NUM
cet-1157	49	111	vlv	vlv	PROPN
cet-1157	49	112	-	-	PUNCT
cet-1157	49	113	in	in	ADP
cet-1157	49	114	cw	cw	NOUN
cet-1157	49	115	-	-	PROPN
cet-1157	49	116	in12	in12	PROPN
cet-1157	49	117	v_v_out	v_v_out	ADP
cet-1157	49	118	cw	cw	VERB
cet-1157	49	119	-	-	PUNCT
cet-1157	49	120	out	out	ADJ
cet-1157	49	121	fermentation	fermentation	NOUN
cet-1157	49	122	tank	tank	NOUN
cet-1157	49	123	p-55	p-55	PUNCT
cet-1157	49	124	trf	trf	PROPN
cet-1157	49	125	-	-	PUNCT
cet-1157	49	126	fb	fb	ADJ
cet-1157	49	127	os	os	ADJ
cet-1157	49	128	-	-	PUNCT
cet-1157	49	129	fb	fb	ADJ
cet-1157	49	130	p-57	p-57	PROPN
cet-1157	49	131	fic	fic	ADJ
cet-1157	49	132	-	-	PUNCT
cet-1157	49	133	fb	fb	NOUN
cet-1157	49	134	lic	lic	ADJ
cet-1157	49	135	-	-	PUNCT
cet-1157	49	136	fb	fb	NOUN
cet-1157	49	137	fb	fb	ADJ
cet-1157	49	138	-	-	PUNCT
cet-1157	49	139	out	out	ADP
cet-1157	49	140	tic	tic	ADJ
cet-1157	49	141	-	-	PUNCT
cet-1157	49	142	fb	fb	NOUN
cet-1157	49	143	p-63	p-63	NOUN
cet-1157	49	144	on	on	ADP
cet-1157	49	145	off	off	ADP
cet-1157	49	146	simple	simple	ADJ
cet-1157	49	147	model	model	NOUN
cet-1157	49	148	figure	figure	NOUN
cet-1157	49	149	3	3	NUM
cet-1157	49	150	:	:	PUNCT
cet-1157	49	151	general	general	ADJ
cet-1157	49	152	simulated	simulate	VERB
cet-1157	49	153	flow	flow	NOUN
cet-1157	49	154	-	-	PUNCT
cet-1157	49	155	chart	chart	NOUN
cet-1157	49	156	for	for	ADP
cet-1157	49	157	penicillin	penicillin	NOUN
cet-1157	49	158	fermentation	fermentation	NOUN
cet-1157	49	159	4	4	NUM
cet-1157	49	160	.	.	PUNCT
cet-1157	49	161	process	process	NOUN
cet-1157	49	162	simulation	simulation	NOUN
cet-1157	49	163	results	result	NOUN
cet-1157	49	164	and	and	CCONJ
cet-1157	49	165	analysis	analysis	NOUN
cet-1157	49	166	we	we	PRON
cet-1157	49	167	use	use	VERB
cet-1157	49	168	the	the	DET
cet-1157	49	169	unisim	unisim	NOUN
cet-1157	49	170	design	design	NOUN
cet-1157	49	171	r400	r400	PROPN
cet-1157	49	172	process	process	NOUN
cet-1157	49	173	simulation	simulation	NOUN
cet-1157	49	174	platform	platform	NOUN
cet-1157	49	175	to	to	PART
cet-1157	49	176	study	study	VERB
cet-1157	49	177	the	the	DET
cet-1157	49	178	specific	specific	ADJ
cet-1157	49	179	conditions	condition	NOUN
cet-1157	49	180	for	for	ADP
cet-1157	49	181	the	the	DET
cet-1157	49	182	penicillin	penicillin	NOUN
cet-1157	49	183	fermentation	fermentation	NOUN
cet-1157	49	184	process	process	NOUN
cet-1157	49	185	so	so	SCONJ
cet-1157	49	186	as	as	SCONJ
cet-1157	49	187	to	to	PART
cet-1157	49	188	predict	predict	VERB
cet-1157	49	189	the	the	DET
cet-1157	49	190	potential	potential	ADJ
cet-1157	49	191	problems	problem	NOUN
cet-1157	49	192	in	in	ADP
cet-1157	49	193	the	the	DET
cet-1157	49	194	production	production	NOUN
cet-1157	49	195	process	process	NOUN
cet-1157	49	196	and	and	CCONJ
cet-1157	49	197	improve	improve	VERB
cet-1157	49	198	the	the	DET
cet-1157	49	199	ability	ability	NOUN
cet-1157	49	200	to	to	PART
cet-1157	49	201	handle	handle	VERB
cet-1157	49	202	abnormal	abnormal	ADJ
cet-1157	49	203	incidents	incident	NOUN
cet-1157	49	204	.	.	PUNCT
cet-1157	50	1	4.1	4.1	NUM
cet-1157	50	2	changing	change	VERB
cet-1157	50	3	the	the	DET
cet-1157	50	4	initial	initial	ADJ
cet-1157	50	5	conditions	condition	NOUN
cet-1157	50	6	with	with	ADP
cet-1157	50	7	others	other	NOUN
cet-1157	50	8	remaining	remain	VERB
cet-1157	50	9	unchanged	unchanged	ADJ
cet-1157	50	10	,	,	PUNCT
cet-1157	50	11	we	we	PRON
cet-1157	50	12	compare	compare	VERB
cet-1157	50	13	the	the	DET
cet-1157	50	14	product	product	NOUN
cet-1157	50	15	concentrations	concentration	NOUN
cet-1157	50	16	when	when	SCONJ
cet-1157	50	17	the	the	DET
cet-1157	50	18	initial	initial	ADJ
cet-1157	50	19	substrate	substrate	NOUN
cet-1157	50	20	concentrations	concentration	NOUN
cet-1157	50	21	are	be	AUX
cet-1157	50	22	15g	15g	NOUN
cet-1157	50	23	/	/	SYM
cet-1157	50	24	l	l	NOUN
cet-1157	50	25	,	,	PUNCT
cet-1157	50	26	25g	25g	NOUN
cet-1157	50	27	/	/	SYM
cet-1157	50	28	l	l	NOUN
cet-1157	50	29	and	and	CCONJ
cet-1157	50	30	30g	30g	NOUN
cet-1157	50	31	/	/	SYM
cet-1157	50	32	l	l	NOUN
cet-1157	50	33	,	,	PUNCT
cet-1157	50	34	respectively	respectively	ADV
cet-1157	50	35	.	.	PUNCT
cet-1157	51	1	the	the	DET
cet-1157	51	2	simulated	simulate	VERB
cet-1157	51	3	results	result	NOUN
cet-1157	51	4	are	be	AUX
cet-1157	51	5	shown	show	VERB
cet-1157	51	6	in	in	ADP
cet-1157	51	7	fig.4	fig.4	PROPN
cet-1157	51	8	.	.	PROPN
cet-1157	51	9	0	0	NUM
cet-1157	52	1	25	25	NUM
cet-1157	52	2	50	50	NUM
cet-1157	52	3	75	75	NUM
cet-1157	52	4	100	100	NUM
cet-1157	52	5	125	125	NUM
cet-1157	52	6	150	150	NUM
cet-1157	52	7	175	175	NUM
cet-1157	52	8	200	200	NUM
cet-1157	52	9	0.0	0.0	NUM
cet-1157	52	10	0.5	0.5	NUM
cet-1157	52	11	1.0	1.0	NUM
cet-1157	52	12	1.5	1.5	NUM
cet-1157	52	13	s	s	NOUN
cet-1157	52	14	0	0	NUM
cet-1157	52	15	=	=	NOUN
cet-1157	52	16	15g	15g	NOUN
cet-1157	52	17	/	/	SYM
cet-1157	52	18	l	l	NOUN
cet-1157	52	19	s	s	NOUN
cet-1157	52	20	0	0	NUM
cet-1157	52	21	=	=	NOUN
cet-1157	52	22	25g	25g	NOUN
cet-1157	52	23	/	/	SYM
cet-1157	52	24	l	l	NOUN
cet-1157	52	25	s	s	NOUN
cet-1157	52	26	0	0	NUM
cet-1157	52	27	=	=	NOUN
cet-1157	52	28	30g	30g	NOUN
cet-1157	52	29	/	/	SYM
cet-1157	52	30	lp	lp	NOUN
cet-1157	52	31	e	e	PROPN
cet-1157	52	32	n	n	PROPN
cet-1157	52	33	ic	ic	PROPN
cet-1157	52	34	il	il	PROPN
cet-1157	52	35	in	in	ADP
cet-1157	52	36	c	c	PROPN
cet-1157	52	37	o	o	NOUN
cet-1157	52	38	n	n	PRON
cet-1157	52	39	c	c	NOUN
cet-1157	52	40	.	.	PUNCT
cet-1157	53	1	(	(	PUNCT
cet-1157	53	2	g	g	PROPN
cet-1157	53	3	/l	/l	PUNCT
cet-1157	53	4	)	)	PUNCT
cet-1157	53	5	time	time	NOUN
cet-1157	53	6	(	(	PUNCT
cet-1157	53	7	h	h	NOUN
cet-1157	53	8	)	)	PUNCT
cet-1157	53	9	figure	figure	NOUN
cet-1157	53	10	4	4	NUM
cet-1157	53	11	:	:	PUNCT
cet-1157	53	12	diagram	diagram	NOUN
cet-1157	53	13	for	for	ADP
cet-1157	53	14	process	process	NOUN
cet-1157	53	15	simulation	simulation	NOUN
cet-1157	53	16	under	under	ADP
cet-1157	53	17	different	different	ADJ
cet-1157	53	18	initial	initial	ADJ
cet-1157	53	19	conditions	condition	NOUN
cet-1157	53	20	it	it	PRON
cet-1157	53	21	can	can	AUX
cet-1157	53	22	be	be	AUX
cet-1157	53	23	seen	see	VERB
cet-1157	53	24	from	from	ADP
cet-1157	53	25	the	the	DET
cet-1157	53	26	figure	figure	NOUN
cet-1157	53	27	that	that	SCONJ
cet-1157	53	28	the	the	DET
cet-1157	53	29	increase	increase	NOUN
cet-1157	53	30	in	in	ADP
cet-1157	53	31	the	the	DET
cet-1157	53	32	initial	initial	ADJ
cet-1157	53	33	concentration	concentration	NOUN
cet-1157	53	34	of	of	ADP
cet-1157	53	35	the	the	DET
cet-1157	53	36	substrate	substrate	NOUN
cet-1157	53	37	causes	cause	VERB
cet-1157	53	38	the	the	DET
cet-1157	53	39	penicillin	penicillin	NOUN
cet-1157	53	40	production	production	NOUN
cet-1157	53	41	to	to	PART
cet-1157	53	42	rise	rise	VERB
cet-1157	53	43	over	over	ADP
cet-1157	53	44	a	a	DET
cet-1157	53	45	certain	certain	ADJ
cet-1157	53	46	period	period	NOUN
cet-1157	53	47	of	of	ADP
cet-1157	53	48	time	time	NOUN
cet-1157	53	49	,	,	PUNCT
cet-1157	53	50	but	but	CCONJ
cet-1157	53	51	with	with	ADP
cet-1157	53	52	the	the	DET
cet-1157	53	53	progress	progress	NOUN
cet-1157	53	54	of	of	ADP
cet-1157	53	55	fermentation	fermentation	NOUN
cet-1157	53	56	,	,	PUNCT
cet-1157	53	57	the	the	DET
cet-1157	53	58	penicillin	penicillin	NOUN
cet-1157	53	59	production	production	NOUN
cet-1157	53	60	starts	start	VERB
cet-1157	53	61	to	to	PART
cet-1157	53	62	decrease	decrease	VERB
cet-1157	53	63	in	in	ADP
cet-1157	53	64	the	the	DET
cet-1157	53	65	case	case	NOUN
cet-1157	53	66	where	where	SCONJ
cet-1157	53	67	the	the	DET
cet-1157	53	68	initial	initial	ADJ
cet-1157	53	69	substrate	substrate	NOUN
cet-1157	53	70	concentration	concentration	NOUN
cet-1157	53	71	is	be	AUX
cet-1157	53	72	high	high	ADJ
cet-1157	53	73	.	.	PUNCT
cet-1157	54	1	after	after	ADP
cet-1157	54	2	200h	200h	NOUN
cet-1157	54	3	,	,	PUNCT
cet-1157	54	4	the	the	DET
cet-1157	54	5	penicillin	penicillin	NOUN
cet-1157	54	6	production	production	NOUN
cet-1157	54	7	at	at	ADP
cet-1157	54	8	an	an	DET
cet-1157	54	9	initial	initial	ADJ
cet-1157	54	10	substrate	substrate	NOUN
cet-1157	54	11	concentration	concentration	NOUN
cet-1157	54	12	of	of	ADP
cet-1157	54	13	30g	30g	NOUN
cet-1157	54	14	/	/	SYM
cet-1157	54	15	l	l	NOUN
cet-1157	54	16	is	be	AUX
cet-1157	54	17	almost	almost	ADV
cet-1157	54	18	the	the	DET
cet-1157	54	19	same	same	ADJ
cet-1157	54	20	as	as	ADP
cet-1157	54	21	that	that	PRON
cet-1157	54	22	at	at	ADP
cet-1157	54	23	an	an	DET
cet-1157	54	24	initial	initial	ADJ
cet-1157	54	25	concentration	concentration	NOUN
cet-1157	54	26	of	of	ADP
cet-1157	54	27	15g	15g	NOUN
cet-1157	54	28	/	/	SYM
cet-1157	54	29	l	l	NOUN
cet-1157	54	30	,	,	PUNCT
cet-1157	54	31	indicating	indicate	VERB
cet-1157	54	32	that	that	SCONJ
cet-1157	54	33	high	high	ADJ
cet-1157	54	34	concentration	concentration	NOUN
cet-1157	54	35	of	of	ADP
cet-1157	54	36	substrate	substrate	NOUN
cet-1157	54	37	will	will	AUX
cet-1157	54	38	inhibit	inhibit	VERB
cet-1157	54	39	the	the	DET
cet-1157	54	40	growth	growth	NOUN
cet-1157	54	41	of	of	ADP
cet-1157	54	42	bacteria	bacteria	NOUN
cet-1157	54	43	.	.	PUNCT
cet-1157	55	1	therefore	therefore	ADV
cet-1157	55	2	,	,	PUNCT
cet-1157	55	3	before	before	ADP
cet-1157	55	4	the	the	DET
cet-1157	55	5	actual	actual	ADJ
cet-1157	55	6	production	production	NOUN
cet-1157	55	7	,	,	PUNCT
cet-1157	55	8	we	we	PRON
cet-1157	55	9	can	can	AUX
cet-1157	55	10	apply	apply	VERB
cet-1157	55	11	the	the	DET
cet-1157	55	12	computer	computer	NOUN
cet-1157	55	13	process	process	NOUN
cet-1157	55	14	simulation	simulation	NOUN
cet-1157	55	15	technology	technology	NOUN
cet-1157	55	16	to	to	PART
cet-1157	55	17	simulate	simulate	VERB
cet-1157	55	18	the	the	DET
cet-1157	55	19	fermentation	fermentation	NOUN
cet-1157	55	20	process	process	NOUN
cet-1157	55	21	under	under	ADP
cet-1157	55	22	different	different	ADJ
cet-1157	55	23	initial	initial	ADJ
cet-1157	55	24	conditions	condition	NOUN
cet-1157	55	25	,	,	PUNCT
cet-1157	55	26	observe	observe	VERB
cet-1157	55	27	the	the	DET
cet-1157	55	28	product	product	NOUN
cet-1157	55	29	yields	yield	NOUN
cet-1157	55	30	,	,	PUNCT
cet-1157	55	31	and	and	CCONJ
cet-1157	55	32	ultimately	ultimately	ADV
cet-1157	55	33	determine	determine	VERB
cet-1157	55	34	the	the	DET
cet-1157	55	35	most	most	ADV
cet-1157	55	36	economical	economical	ADJ
cet-1157	55	37	initial	initial	ADJ
cet-1157	55	38	conditions	condition	NOUN
cet-1157	55	39	.	.	PUNCT
cet-1157	56	1	4.2	4.2	NUM
cet-1157	56	2	simulating	simulate	VERB
cet-1157	56	3	equipment	equipment	NOUN
cet-1157	56	4	failures	failure	NOUN
cet-1157	56	5	during	during	ADP
cet-1157	56	6	production	production	NOUN
cet-1157	56	7	,	,	PUNCT
cet-1157	56	8	the	the	DET
cet-1157	56	9	equipment	equipment	NOUN
cet-1157	56	10	may	may	AUX
cet-1157	56	11	encounter	encounter	VERB
cet-1157	56	12	some	some	DET
cet-1157	56	13	failures	failure	NOUN
cet-1157	56	14	,	,	PUNCT
cet-1157	56	15	such	such	ADJ
cet-1157	56	16	as	as	ADP
cet-1157	56	17	feeding	feeding	NOUN
cet-1157	56	18	valve	valve	NOUN
cet-1157	56	19	blockage	blockage	NOUN
cet-1157	56	20	,	,	PUNCT
cet-1157	56	21	which	which	PRON
cet-1157	56	22	will	will	AUX
cet-1157	56	23	result	result	VERB
cet-1157	56	24	in	in	ADP
cet-1157	56	25	the	the	DET
cet-1157	56	26	inability	inability	NOUN
cet-1157	56	27	to	to	PART
cet-1157	56	28	supplement	supplement	VERB
cet-1157	56	29	materials	material	NOUN
cet-1157	56	30	.	.	PUNCT
cet-1157	57	1	so	so	ADV
cet-1157	57	2	we	we	PRON
cet-1157	57	3	simulate	simulate	VERB
cet-1157	57	4	the	the	DET
cet-1157	57	5	blockage	blockage	NOUN
cet-1157	57	6	of	of	ADP
cet-1157	57	7	the	the	DET
cet-1157	57	8	feeding	feeding	NOUN
cet-1157	57	9	valve	valve	NOUN
cet-1157	57	10	95	95	NUM
cet-1157	57	11	%	%	NOUN
cet-1157	57	12	of	of	ADP
cet-1157	57	13	the	the	DET
cet-1157	57	14	valve	valve	NOUN
cet-1157	57	15	is	be	AUX
cet-1157	57	16	blocked	block	VERB
cet-1157	57	17	and	and	CCONJ
cet-1157	57	18	it	it	PRON
cet-1157	57	19	continues	continue	VERB
cet-1157	57	20	throughout	throughout	ADP
cet-1157	57	21	the	the	DET
cet-1157	57	22	entire	entire	ADJ
cet-1157	57	23	fermentation	fermentation	NOUN
cet-1157	57	24	process	process	NOUN
cet-1157	57	25	.	.	PUNCT
cet-1157	58	1	the	the	DET
cet-1157	58	2	simulation	simulation	NOUN
cet-1157	58	3	results	result	NOUN
cet-1157	58	4	are	be	AUX
cet-1157	58	5	shown	show	VERB
cet-1157	58	6	in	in	ADP
cet-1157	58	7	fig.5	fig.5	PROPN
cet-1157	58	8	.	.	PUNCT
cet-1157	59	1	as	as	SCONJ
cet-1157	59	2	can	can	AUX
cet-1157	59	3	be	be	AUX
cet-1157	59	4	seen	see	VERB
cet-1157	59	5	from	from	ADP
cet-1157	59	6	the	the	DET
cet-1157	59	7	figure	figure	NOUN
cet-1157	59	8	,	,	PUNCT
cet-1157	59	9	when	when	SCONJ
cet-1157	59	10	the	the	DET
cet-1157	59	11	feed	feed	NOUN
cet-1157	59	12	pipe	pipe	NOUN
cet-1157	59	13	is	be	AUX
cet-1157	59	14	blocked	block	VERB
cet-1157	59	15	,	,	PUNCT
cet-1157	59	16	after	after	ADP
cet-1157	59	17	around	around	ADV
cet-1157	59	18	44	44	NUM
cet-1157	59	19	hours	hour	NOUN
cet-1157	59	20	of	of	ADP
cet-1157	59	21	fermentation	fermentation	NOUN
cet-1157	59	22	,	,	PUNCT
cet-1157	59	23	the	the	DET
cet-1157	59	24	bacteria	bacteria	NOUN
cet-1157	59	25	will	will	AUX
cet-1157	59	26	stop	stop	VERB
cet-1157	59	27	growing	grow	VERB
cet-1157	59	28	and	and	CCONJ
cet-1157	59	29	penicillin	penicillin	NOUN
cet-1157	59	30	will	will	AUX
cet-1157	59	31	no	no	ADV
cet-1157	59	32	longer	long	ADV
cet-1157	59	33	be	be	AUX
cet-1157	59	34	generated	generate	VERB
cet-1157	59	35	.	.	PUNCT
cet-1157	60	1	if	if	SCONJ
cet-1157	60	2	such	such	ADJ
cet-1157	60	3	situation	situation	NOUN
cet-1157	60	4	occurs	occur	VERB
cet-1157	60	5	in	in	ADP
cet-1157	60	6	actual	actual	ADJ
cet-1157	60	7	production	production	NOUN
cet-1157	60	8	,	,	PUNCT
cet-1157	60	9	we	we	PRON
cet-1157	60	10	infer	infer	VERB
cet-1157	60	11	that	that	SCONJ
cet-1157	60	12	the	the	DET
cet-1157	60	13	feed	feed	NOUN
cet-1157	60	14	pipe	pipe	NOUN
cet-1157	60	15	is	be	AUX
cet-1157	60	16	blocked	block	VERB
cet-1157	60	17	.	.	PUNCT
cet-1157	61	1	in	in	ADP
cet-1157	61	2	the	the	DET
cet-1157	61	3	production	production	NOUN
cet-1157	61	4	process	process	NOUN
cet-1157	61	5	,	,	PUNCT
cet-1157	61	6	equipment	equipment	NOUN
cet-1157	61	7	or	or	CCONJ
cet-1157	61	8	containers	container	NOUN
cet-1157	61	9	often	often	ADV
cet-1157	61	10	leak	leak	VERB
cet-1157	61	11	.	.	PUNCT
cet-1157	62	1	so	so	ADV
cet-1157	62	2	we	we	PRON
cet-1157	62	3	simulate	simulate	VERB
cet-1157	62	4	a	a	DET
cet-1157	62	5	leakage	leakage	NOUN
cet-1157	62	6	of	of	ADP
cet-1157	62	7	the	the	DET
cet-1157	62	8	ph	ph	PROPN
cet-1157	62	9	control	control	NOUN
cet-1157	62	10	valve	valve	NOUN
cet-1157	62	11	.	.	PUNCT
cet-1157	63	1	we	we	PRON
cet-1157	63	2	set	set	VERB
cet-1157	63	3	the	the	DET
cet-1157	63	4	leakage	leakage	NOUN
cet-1157	63	5	to	to	PART
cet-1157	63	6	occur	occur	VERB
cet-1157	63	7	after	after	ADP
cet-1157	63	8	10	10	NUM
cet-1157	63	9	hours	hour	NOUN
cet-1157	63	10	of	of	ADP
cet-1157	63	11	fermentation	fermentation	NOUN
cet-1157	63	12	,	,	PUNCT
cet-1157	63	13	where	where	SCONJ
cet-1157	63	14	85	85	NUM
cet-1157	63	15	%	%	NOUN
cet-1157	63	16	of	of	ADP
cet-1157	63	17	the	the	DET
cet-1157	63	18	material	material	NOUN
cet-1157	63	19	is	be	AUX
cet-1157	63	20	lost	lose	VERB
cet-1157	63	21	.	.	PUNCT
cet-1157	64	1	then	then	ADV
cet-1157	64	2	we	we	PRON
cet-1157	64	3	544	544	NUM
cet-1157	64	4	compare	compare	VERB
cet-1157	64	5	the	the	DET
cet-1157	64	6	product	product	NOUN
cet-1157	64	7	concentration	concentration	NOUN
cet-1157	64	8	in	in	ADP
cet-1157	64	9	the	the	DET
cet-1157	64	10	case	case	NOUN
cet-1157	64	11	of	of	ADP
cet-1157	64	12	ph	ph	ADJ
cet-1157	64	13	valve	valve	NOUN
cet-1157	64	14	leakage	leakage	NOUN
cet-1157	64	15	and	and	CCONJ
cet-1157	64	16	that	that	SCONJ
cet-1157	64	17	under	under	ADP
cet-1157	64	18	normal	normal	ADJ
cet-1157	64	19	conditions	condition	NOUN
cet-1157	64	20	,	,	PUNCT
cet-1157	64	21	as	as	SCONJ
cet-1157	64	22	shown	show	VERB
cet-1157	64	23	in	in	ADP
cet-1157	64	24	fig.6	fig.6	PROPN
cet-1157	64	25	.	.	PUNCT
cet-1157	64	26	0	0	NUM
cet-1157	65	1	50	50	NUM
cet-1157	65	2	100	100	NUM
cet-1157	65	3	150	150	NUM
cet-1157	65	4	200	200	NUM
cet-1157	65	5	0	0	NUM
cet-1157	65	6	1	1	NUM
cet-1157	65	7	2	2	NUM
cet-1157	65	8	3	3	NUM
cet-1157	65	9	4	4	NUM
cet-1157	65	10	5	5	NUM
cet-1157	65	11	6	6	NUM
cet-1157	65	12	biommass	biommass	NOUN
cet-1157	65	13	penicillinb	penicillinb	X
cet-1157	65	14	io	io	PROPN
cet-1157	65	15	m	m	PROPN
cet-1157	65	16	a	a	DET
cet-1157	65	17	s	s	X
cet-1157	65	18	s	s	X
cet-1157	65	19	c	c	NOUN
cet-1157	65	20	o	o	NOUN
cet-1157	65	21	n	n	PRON
cet-1157	65	22	c	c	NOUN
cet-1157	65	23	.	.	PUNCT
cet-1157	66	1	(	(	PUNCT
cet-1157	66	2	g	g	PROPN
cet-1157	66	3	/l	/l	PUNCT
cet-1157	66	4	)	)	PUNCT
cet-1157	66	5	time	time	NOUN
cet-1157	66	6	(	(	PUNCT
cet-1157	66	7	h	h	NOUN
cet-1157	66	8	)	)	PUNCT
cet-1157	66	9	0.00	0.00	NUM
cet-1157	66	10	0.01	0.01	NUM
cet-1157	66	11	0.02	0.02	NUM
cet-1157	66	12	0.03	0.03	NUM
cet-1157	66	13	0.04	0.04	NUM
cet-1157	66	14	0.05	0.05	NUM
cet-1157	66	15	0.06	0.06	NUM
cet-1157	66	16	p	p	NOUN
cet-1157	66	17	e	e	PROPN
cet-1157	66	18	n	n	PROPN
cet-1157	66	19	ic	ic	PROPN
cet-1157	66	20	il	il	PROPN
cet-1157	66	21	li	li	PROPN
cet-1157	66	22	n	n	PROPN
cet-1157	66	23	c	c	NOUN
cet-1157	66	24	o	o	NOUN
cet-1157	66	25	n	n	PRON
cet-1157	66	26	c	c	NOUN
cet-1157	66	27	.	.	PUNCT
cet-1157	67	1	(	(	PUNCT
cet-1157	67	2	g	g	NOUN
cet-1157	67	3	/l	/l	PUNCT
cet-1157	67	4	)	)	PUNCT
cet-1157	67	5	figure	figure	NOUN
cet-1157	67	6	5	5	NUM
cet-1157	67	7	:	:	PUNCT
cet-1157	67	8	cell	cell	NOUN
cet-1157	67	9	/	/	SYM
cet-1157	67	10	product	product	NOUN
cet-1157	67	11	concentrations	concentration	NOUN
cet-1157	67	12	on	on	ADP
cet-1157	67	13	conditions	condition	NOUN
cet-1157	67	14	of	of	ADP
cet-1157	67	15	feeding	feed	VERB
cet-1157	67	16	valve	valve	NOUN
cet-1157	67	17	blocking	block	VERB
cet-1157	67	18	0	0	NUM
cet-1157	67	19	20	20	NUM
cet-1157	67	20	40	40	NUM
cet-1157	67	21	60	60	NUM
cet-1157	67	22	80	80	NUM
cet-1157	67	23	100	100	NUM
cet-1157	67	24	120	120	NUM
cet-1157	67	25	140	140	NUM
cet-1157	67	26	160	160	NUM
cet-1157	67	27	180	180	NUM
cet-1157	67	28	200	200	NUM
cet-1157	67	29	0.0	0.0	NUM
cet-1157	67	30	0.5	0.5	NUM
cet-1157	67	31	1.0	1.0	NUM
cet-1157	67	32	1.5	1.5	NUM
cet-1157	67	33	normal	normal	ADJ
cet-1157	67	34	ph	ph	ADJ
cet-1157	67	35	fault	fault	NOUN
cet-1157	67	36	p	p	NOUN
cet-1157	67	37	e	e	PROPN
cet-1157	67	38	n	n	PROPN
cet-1157	67	39	ic	ic	PROPN
cet-1157	67	40	il	il	PROPN
cet-1157	67	41	li	li	PROPN
cet-1157	68	1	n	n	PROPN
cet-1157	68	2	c	c	NOUN
cet-1157	68	3	o	o	NOUN
cet-1157	69	1	n	n	PRON
cet-1157	69	2	c	c	NOUN
cet-1157	69	3	.	.	PUNCT
cet-1157	70	1	(	(	PUNCT
cet-1157	70	2	g	g	PROPN
cet-1157	70	3	/l	/l	PUNCT
cet-1157	70	4	)	)	PUNCT
cet-1157	70	5	time	time	NOUN
cet-1157	70	6	(	(	PUNCT
cet-1157	70	7	h	h	NOUN
cet-1157	70	8	)	)	PUNCT
cet-1157	70	9	figure	figure	NOUN
cet-1157	70	10	6	6	NUM
cet-1157	70	11	:	:	PUNCT
cet-1157	70	12	comparison	comparison	NOUN
cet-1157	70	13	of	of	ADP
cet-1157	70	14	product	product	NOUN
cet-1157	70	15	concentrations	concentration	NOUN
cet-1157	70	16	under	under	ADP
cet-1157	70	17	normal	normal	ADJ
cet-1157	70	18	and	and	CCONJ
cet-1157	70	19	valve	valve	VERB
cet-1157	70	20	runaway	runaway	ADJ
cet-1157	70	21	condition	condition	NOUN
cet-1157	70	22	it	it	PRON
cet-1157	70	23	can	can	AUX
cet-1157	70	24	be	be	AUX
cet-1157	70	25	seen	see	VERB
cet-1157	70	26	from	from	ADP
cet-1157	70	27	the	the	DET
cet-1157	70	28	figure	figure	NOUN
cet-1157	70	29	that	that	SCONJ
cet-1157	70	30	when	when	SCONJ
cet-1157	70	31	the	the	DET
cet-1157	70	32	ph	ph	PROPN
cet-1157	70	33	control	control	NOUN
cet-1157	70	34	line	line	NOUN
cet-1157	70	35	leaks	leak	NOUN
cet-1157	70	36	,	,	PUNCT
cet-1157	70	37	the	the	DET
cet-1157	70	38	ph	ph	ADJ
cet-1157	70	39	value	value	NOUN
cet-1157	70	40	of	of	ADP
cet-1157	70	41	the	the	DET
cet-1157	70	42	fermentation	fermentation	NOUN
cet-1157	70	43	broth	broth	NOUN
cet-1157	70	44	can	can	AUX
cet-1157	70	45	not	not	PART
cet-1157	70	46	be	be	AUX
cet-1157	70	47	effectively	effectively	ADV
cet-1157	70	48	controlled	control	VERB
cet-1157	70	49	and	and	CCONJ
cet-1157	70	50	the	the	DET
cet-1157	70	51	yield	yield	NOUN
cet-1157	70	52	of	of	ADP
cet-1157	70	53	penicillin	penicillin	NOUN
cet-1157	70	54	is	be	AUX
cet-1157	70	55	reduced	reduce	VERB
cet-1157	70	56	.	.	PUNCT
cet-1157	71	1	in	in	ADP
cet-1157	71	2	the	the	DET
cet-1157	71	3	actual	actual	ADJ
cet-1157	71	4	production	production	NOUN
cet-1157	71	5	process	process	NOUN
cet-1157	71	6	,	,	PUNCT
cet-1157	71	7	if	if	SCONJ
cet-1157	71	8	the	the	DET
cet-1157	71	9	trend	trend	NOUN
cet-1157	71	10	of	of	ADP
cet-1157	71	11	penicillin	penicillin	NOUN
cet-1157	71	12	yield	yield	NOUN
cet-1157	71	13	is	be	AUX
cet-1157	71	14	similar	similar	ADJ
cet-1157	71	15	to	to	ADP
cet-1157	71	16	the	the	DET
cet-1157	71	17	curve	curve	NOUN
cet-1157	71	18	shown	show	VERB
cet-1157	71	19	in	in	ADP
cet-1157	71	20	the	the	DET
cet-1157	71	21	figure	figure	NOUN
cet-1157	71	22	,	,	PUNCT
cet-1157	71	23	we	we	PRON
cet-1157	71	24	should	should	AUX
cet-1157	71	25	first	first	ADV
cet-1157	71	26	consider	consider	VERB
cet-1157	71	27	whether	whether	SCONJ
cet-1157	71	28	there	there	PRON
cet-1157	71	29	is	be	VERB
cet-1157	71	30	any	any	DET
cet-1157	71	31	pipeline	pipeline	NOUN
cet-1157	71	32	leakage	leakage	NOUN
cet-1157	71	33	.	.	PUNCT
cet-1157	72	1	4.3	4.3	NUM
cet-1157	72	2	implementing	implement	VERB
cet-1157	72	3	different	different	ADJ
cet-1157	72	4	operating	operating	NOUN
cet-1157	72	5	strategies	strategy	NOUN
cet-1157	72	6	in	in	ADP
cet-1157	72	7	the	the	DET
cet-1157	72	8	simulation	simulation	NOUN
cet-1157	72	9	process	process	NOUN
cet-1157	72	10	,	,	PUNCT
cet-1157	72	11	we	we	PRON
cet-1157	72	12	change	change	VERB
cet-1157	72	13	some	some	DET
cet-1157	72	14	operating	operating	NOUN
cet-1157	72	15	procedures	procedure	NOUN
cet-1157	72	16	or	or	CCONJ
cet-1157	72	17	control	control	NOUN
cet-1157	72	18	strategies	strategy	NOUN
cet-1157	72	19	to	to	PART
cet-1157	72	20	study	study	VERB
cet-1157	72	21	the	the	DET
cet-1157	72	22	variation	variation	NOUN
cet-1157	72	23	trend	trend	NOUN
cet-1157	72	24	of	of	ADP
cet-1157	72	25	target	target	NOUN
cet-1157	72	26	production	production	NOUN
cet-1157	72	27	.	.	PUNCT
cet-1157	73	1	according	accord	VERB
cet-1157	73	2	to	to	ADP
cet-1157	73	3	the	the	DET
cet-1157	73	4	target	target	NOUN
cet-1157	73	5	requirements	requirement	NOUN
cet-1157	73	6	,	,	PUNCT
cet-1157	73	7	we	we	PRON
cet-1157	73	8	find	find	VERB
cet-1157	73	9	the	the	DET
cet-1157	73	10	best	good	ADJ
cet-1157	73	11	operating	operating	NOUN
cet-1157	73	12	procedure	procedure	NOUN
cet-1157	73	13	or	or	CCONJ
cet-1157	73	14	appropriate	appropriate	ADJ
cet-1157	73	15	control	control	NOUN
cet-1157	73	16	strategy	strategy	NOUN
cet-1157	73	17	.	.	PUNCT
cet-1157	74	1	we	we	PRON
cet-1157	74	2	carry	carry	VERB
cet-1157	74	3	out	out	ADP
cet-1157	74	4	feeding	feed	VERB
cet-1157	74	5	at	at	ADP
cet-1157	74	6	a	a	DET
cet-1157	74	7	constant	constant	ADJ
cet-1157	74	8	speed	speed	NOUN
cet-1157	74	9	.	.	PUNCT
cet-1157	75	1	the	the	DET
cet-1157	75	2	solution	solution	NOUN
cet-1157	75	3	is	be	AUX
cet-1157	75	4	fed	feed	VERB
cet-1157	75	5	to	to	ADP
cet-1157	75	6	the	the	DET
cet-1157	75	7	fermentation	fermentation	NOUN
cet-1157	75	8	broth	broth	NOUN
cet-1157	75	9	at	at	ADP
cet-1157	75	10	a	a	DET
cet-1157	75	11	rate	rate	NOUN
cet-1157	75	12	of	of	ADP
cet-1157	75	13	0.042l	0.042l	NOUN
cet-1157	75	14	/	/	SYM
cet-1157	75	15	h	h	NOUN
cet-1157	75	16	after	after	ADP
cet-1157	75	17	44	44	NUM
cet-1157	75	18	hours	hour	NOUN
cet-1157	75	19	.	.	PUNCT
cet-1157	76	1	then	then	ADV
cet-1157	76	2	we	we	PRON
cet-1157	76	3	change	change	VERB
cet-1157	76	4	the	the	DET
cet-1157	76	5	method	method	NOUN
cet-1157	76	6	to	to	ADP
cet-1157	76	7	0.042l	0.042l	NOUN
cet-1157	76	8	/	/	SYM
cet-1157	76	9	h	h	NOUN
cet-1157	76	10	after	after	ADP
cet-1157	76	11	62	62	NUM
cet-1157	76	12	hours	hour	NOUN
cet-1157	76	13	and	and	CCONJ
cet-1157	76	14	0.03l	0.03l	NOUN
cet-1157	76	15	/	/	SYM
cet-1157	76	16	h	h	NOUN
cet-1157	76	17	after	after	ADP
cet-1157	76	18	63	63	NUM
cet-1157	76	19	hours	hour	NOUN
cet-1157	76	20	.	.	PUNCT
cet-1157	77	1	the	the	DET
cet-1157	77	2	simulated	simulated	ADJ
cet-1157	77	3	penicillin	penicillin	NOUN
cet-1157	77	4	yield	yield	NOUN
cet-1157	77	5	curves	curve	NOUN
cet-1157	77	6	are	be	AUX
cet-1157	77	7	compared	compare	VERB
cet-1157	77	8	in	in	ADP
cet-1157	77	9	fig.7	fig.7	ADJ
cet-1157	77	10	.	.	PUNCT
cet-1157	78	1	it	it	PRON
cet-1157	78	2	can	can	AUX
cet-1157	78	3	be	be	AUX
cet-1157	78	4	seen	see	VERB
cet-1157	78	5	from	from	ADP
cet-1157	78	6	the	the	DET
cet-1157	78	7	figure	figure	NOUN
cet-1157	78	8	that	that	SCONJ
cet-1157	78	9	the	the	DET
cet-1157	78	10	lower	low	ADJ
cet-1157	78	11	feed	feed	NOUN
cet-1157	78	12	flow	flow	NOUN
cet-1157	78	13	rate	rate	NOUN
cet-1157	78	14	in	in	ADP
cet-1157	78	15	the	the	DET
cet-1157	78	16	later	later	ADJ
cet-1157	78	17	stage	stage	NOUN
cet-1157	78	18	of	of	ADP
cet-1157	78	19	fermentation	fermentation	NOUN
cet-1157	78	20	reduces	reduce	VERB
cet-1157	78	21	the	the	DET
cet-1157	78	22	penicillin	penicillin	NOUN
cet-1157	78	23	yield	yield	NOUN
cet-1157	78	24	.	.	PUNCT
cet-1157	79	1	therefore	therefore	ADV
cet-1157	79	2	,	,	PUNCT
cet-1157	79	3	before	before	ADP
cet-1157	79	4	the	the	DET
cet-1157	79	5	actual	actual	ADJ
cet-1157	79	6	production	production	NOUN
cet-1157	79	7	,	,	PUNCT
cet-1157	79	8	we	we	PRON
cet-1157	79	9	can	can	AUX
cet-1157	79	10	use	use	VERB
cet-1157	79	11	the	the	DET
cet-1157	79	12	software	software	NOUN
cet-1157	79	13	to	to	PART
cet-1157	79	14	try	try	VERB
cet-1157	79	15	different	different	ADJ
cet-1157	79	16	strategies	strategy	NOUN
cet-1157	79	17	first	first	ADV
cet-1157	79	18	to	to	PART
cet-1157	79	19	select	select	VERB
cet-1157	79	20	the	the	DET
cet-1157	79	21	most	most	ADV
cet-1157	79	22	economical	economical	ADJ
cet-1157	79	23	one	one	NOUN
cet-1157	79	24	,	,	PUNCT
cet-1157	79	25	on	on	ADP
cet-1157	79	26	the	the	DET
cet-1157	79	27	premises	premise	NOUN
cet-1157	79	28	that	that	PRON
cet-1157	79	29	the	the	DET
cet-1157	79	30	target	target	NOUN
cet-1157	79	31	can	can	AUX
cet-1157	79	32	be	be	AUX
cet-1157	79	33	met	meet	VERB
cet-1157	79	34	.	.	PUNCT
cet-1157	80	1	0	0	NUM
cet-1157	81	1	20	20	NUM
cet-1157	81	2	40	40	NUM
cet-1157	81	3	60	60	NUM
cet-1157	81	4	80	80	NUM
cet-1157	81	5	100	100	NUM
cet-1157	81	6	120	120	NUM
cet-1157	81	7	140	140	NUM
cet-1157	81	8	160	160	NUM
cet-1157	81	9	180	180	NUM
cet-1157	81	10	200	200	NUM
cet-1157	81	11	0.0	0.0	NUM
cet-1157	81	12	0.5	0.5	NUM
cet-1157	81	13	1.0	1.0	NUM
cet-1157	81	14	1.5	1.5	NUM
cet-1157	81	15	sub	sub	ADJ
cet-1157	81	16	-	-	ADJ
cet-1157	81	17	feeding	feed	VERB
cet-1157	81	18	0.042	0.042	NUM
cet-1157	81	19	l	l	NOUN
cet-1157	81	20	/	/	SYM
cet-1157	81	21	h	h	NOUN
cet-1157	81	22	sub	sub	ADJ
cet-1157	81	23	-	-	ADJ
cet-1157	81	24	feeding	feed	VERB
cet-1157	81	25	0.03	0.03	NUM
cet-1157	81	26	l	l	NOUN
cet-1157	81	27	/	/	SYM
cet-1157	81	28	h	h	NOUN
cet-1157	81	29	p	p	NOUN
cet-1157	81	30	e	e	PROPN
cet-1157	81	31	n	n	CCONJ
cet-1157	81	32	ic	ic	PROPN
cet-1157	81	33	ill	ill	ADJ
cet-1157	81	34	in	in	ADP
cet-1157	81	35	c	c	NOUN
cet-1157	81	36	o	o	NOUN
cet-1157	81	37	n	n	PRON
cet-1157	81	38	c	c	NOUN
cet-1157	81	39	.	.	PUNCT
cet-1157	82	1	(	(	PUNCT
cet-1157	82	2	g	g	PROPN
cet-1157	82	3	/l	/l	PUNCT
cet-1157	82	4	)	)	PUNCT
cet-1157	82	5	time	time	NOUN
cet-1157	82	6	(	(	PUNCT
cet-1157	82	7	h	h	NOUN
cet-1157	82	8	)	)	PUNCT
cet-1157	82	9	figure	figure	NOUN
cet-1157	82	10	7	7	NUM
cet-1157	82	11	:	:	PUNCT
cet-1157	82	12	comparison	comparison	NOUN
cet-1157	82	13	of	of	ADP
cet-1157	82	14	penicillin	penicillin	NOUN
cet-1157	82	15	yield	yield	NOUN
cet-1157	82	16	at	at	ADP
cet-1157	82	17	different	different	ADJ
cet-1157	82	18	feeding	feeding	NOUN
cet-1157	82	19	flows	flow	NOUN
cet-1157	82	20	in	in	ADP
cet-1157	82	21	process	process	NOUN
cet-1157	82	22	simulation	simulation	NOUN
cet-1157	82	23	545	545	NUM
cet-1157	82	24	5	5	NUM
cet-1157	82	25	.	.	PUNCT
cet-1157	83	1	conclusions	conclusion	NOUN
cet-1157	83	2	in	in	ADP
cet-1157	83	3	this	this	DET
cet-1157	83	4	paper	paper	NOUN
cet-1157	83	5	,	,	PUNCT
cet-1157	83	6	we	we	PRON
cet-1157	83	7	apply	apply	VERB
cet-1157	83	8	the	the	DET
cet-1157	83	9	computer	computer	NOUN
cet-1157	83	10	process	process	NOUN
cet-1157	83	11	simulation	simulation	NOUN
cet-1157	83	12	technology	technology	NOUN
cet-1157	83	13	to	to	ADP
cet-1157	83	14	the	the	DET
cet-1157	83	15	fermentation	fermentation	NOUN
cet-1157	83	16	process	process	NOUN
cet-1157	83	17	.	.	PUNCT
cet-1157	84	1	we	we	PRON
cet-1157	84	2	mainly	mainly	ADV
cet-1157	84	3	use	use	VERB
cet-1157	84	4	the	the	DET
cet-1157	84	5	flow	flow	NOUN
cet-1157	84	6	simulation	simulation	NOUN
cet-1157	84	7	software	software	PROPN
cet-1157	84	8	unisim	unisim	PROPN
cet-1157	84	9	design	design	NOUN
cet-1157	84	10	r400	r400	PROPN
cet-1157	84	11	to	to	PART
cet-1157	84	12	study	study	VERB
cet-1157	84	13	the	the	DET
cet-1157	84	14	penicillin	penicillin	NOUN
cet-1157	84	15	fermentation	fermentation	NOUN
cet-1157	84	16	process	process	NOUN
cet-1157	84	17	,	,	PUNCT
cet-1157	84	18	and	and	CCONJ
cet-1157	84	19	draw	draw	VERB
cet-1157	84	20	the	the	DET
cet-1157	84	21	following	following	ADJ
cet-1157	84	22	conclusions	conclusion	NOUN
cet-1157	84	23	:	:	PUNCT
cet-1157	84	24	(	(	PUNCT
cet-1157	84	25	1	1	X
cet-1157	84	26	)	)	PUNCT
cet-1157	84	27	we	we	PRON
cet-1157	84	28	propose	propose	VERB
cet-1157	84	29	using	use	VERB
cet-1157	84	30	the	the	DET
cet-1157	84	31	gravitation	gravitation	NOUN
cet-1157	84	32	search	search	NOUN
cet-1157	84	33	algorithm	algorithm	NOUN
cet-1157	84	34	to	to	PART
cet-1157	84	35	find	find	VERB
cet-1157	84	36	the	the	DET
cet-1157	84	37	optimal	optimal	ADJ
cet-1157	84	38	parameters	parameter	NOUN
cet-1157	84	39	for	for	ADP
cet-1157	84	40	the	the	DET
cet-1157	84	41	model	model	NOUN
cet-1157	84	42	and	and	CCONJ
cet-1157	84	43	obtain	obtain	VERB
cet-1157	84	44	the	the	DET
cet-1157	84	45	optimal	optimal	ADJ
cet-1157	84	46	kinetic	kinetic	ADJ
cet-1157	84	47	equations	equation	NOUN
cet-1157	84	48	for	for	ADP
cet-1157	84	49	penicillin	penicillin	NOUN
cet-1157	84	50	fermentation	fermentation	NOUN
cet-1157	84	51	;	;	PUNCT
cet-1157	84	52	(	(	PUNCT
cet-1157	84	53	2	2	X
cet-1157	84	54	)	)	PUNCT
cet-1157	84	55	we	we	PRON
cet-1157	84	56	establish	establish	VERB
cet-1157	84	57	the	the	DET
cet-1157	84	58	initialization	initialization	NOUN
cet-1157	84	59	module	module	NOUN
cet-1157	84	60	,	,	PUNCT
cet-1157	84	61	supplemented	supplement	VERB
cet-1157	84	62	medium	medium	ADJ
cet-1157	84	63	module	module	NOUN
cet-1157	84	64	and	and	CCONJ
cet-1157	84	65	fermentation	fermentation	NOUN
cet-1157	84	66	tank	tank	NOUN
cet-1157	84	67	module	module	NOUN
cet-1157	84	68	for	for	ADP
cet-1157	84	69	the	the	DET
cet-1157	84	70	penicillin	penicillin	NOUN
cet-1157	84	71	fermentation	fermentation	NOUN
cet-1157	84	72	process	process	NOUN
cet-1157	84	73	,	,	PUNCT
cet-1157	84	74	complete	complete	VERB
cet-1157	84	75	the	the	DET
cet-1157	84	76	simulated	simulate	VERB
cet-1157	84	77	operation	operation	NOUN
cet-1157	84	78	of	of	ADP
cet-1157	84	79	penicillin	penicillin	NOUN
cet-1157	84	80	fermentation	fermentation	NOUN
cet-1157	84	81	and	and	CCONJ
cet-1157	84	82	validate	validate	VERB
cet-1157	84	83	the	the	DET
cet-1157	84	84	feasibility	feasibility	NOUN
cet-1157	84	85	of	of	ADP
cet-1157	84	86	the	the	DET
cet-1157	84	87	process	process	NOUN
cet-1157	84	88	simulation	simulation	NOUN
cet-1157	84	89	technology	technology	NOUN
cet-1157	84	90	in	in	ADP
cet-1157	84	91	fermentation	fermentation	NOUN
cet-1157	84	92	processes	process	NOUN
cet-1157	84	93	.	.	PUNCT
cet-1157	85	1	(	(	PUNCT
cet-1157	85	2	3	3	X
cet-1157	85	3	)	)	PUNCT
cet-1157	85	4	by	by	ADP
cet-1157	85	5	changing	change	VERB
cet-1157	85	6	the	the	DET
cet-1157	85	7	initial	initial	ADJ
cet-1157	85	8	conditions	condition	NOUN
cet-1157	85	9	,	,	PUNCT
cet-1157	85	10	adjusting	adjust	VERB
cet-1157	85	11	control	control	NOUN
cet-1157	85	12	strategies	strategy	NOUN
cet-1157	85	13	and	and	CCONJ
cet-1157	85	14	setting	set	VERB
cet-1157	85	15	equipment	equipment	NOUN
cet-1157	85	16	failures	failure	NOUN
cet-1157	85	17	,	,	PUNCT
cet-1157	85	18	we	we	PRON
cet-1157	85	19	further	far	ADV
cet-1157	85	20	study	study	VERB
cet-1157	85	21	the	the	DET
cet-1157	85	22	working	working	NOUN
cet-1157	85	23	conditions	condition	NOUN
cet-1157	85	24	for	for	ADP
cet-1157	85	25	penicillin	penicillin	NOUN
cet-1157	85	26	fermentation	fermentation	NOUN
cet-1157	85	27	and	and	CCONJ
cet-1157	85	28	get	get	VERB
cet-1157	85	29	more	more	ADV
cet-1157	85	30	familiar	familiar	ADJ
cet-1157	85	31	with	with	ADP
cet-1157	85	32	the	the	DET
cet-1157	85	33	penicillin	penicillin	NOUN
cet-1157	85	34	fermentation	fermentation	NOUN
cet-1157	85	35	process	process	NOUN
cet-1157	85	36	.	.	PUNCT
cet-1157	86	1	references	reference	NOUN
cet-1157	86	2	chen	chen	PROPN
cet-1157	86	3	w.	w.	PROPN
cet-1157	86	4	,	,	PUNCT
cet-1157	86	5	shao	shao	PROPN
cet-1157	86	6	z.	z.	PROPN
cet-1157	86	7	,	,	PUNCT
cet-1157	86	8	zhu	zhu	PROPN
cet-1157	86	9	l.	l.	PROPN
cet-1157	86	10	,	,	PUNCT
cet-1157	86	11	chen	chen	PROPN
cet-1157	86	12	x.	x.	PROPN
cet-1157	86	13	,	,	PUNCT
cet-1157	86	14	2014	2014	NUM
cet-1157	86	15	,	,	PUNCT
cet-1157	86	16	homotopy	homotopy	VERB
cet-1157	86	17	with	with	ADP
cet-1157	86	18	second	second	ADJ
cet-1157	86	19	-	-	PUNCT
cet-1157	86	20	order	order	NOUN
cet-1157	86	21	correction	correction	NOUN
cet-1157	86	22	based	base	VERB
cet-1157	86	23	backtracking	backtracking	NOUN
cet-1157	86	24	method	method	NOUN
cet-1157	86	25	for	for	ADP
cet-1157	86	26	chemical	chemical	NOUN
cet-1157	86	27	process	process	NOUN
cet-1157	86	28	simulation	simulation	NOUN
cet-1157	86	29	.	.	PUNCT
cet-1157	87	1	industrial	industrial	PROPN
cet-1157	87	2	&	&	CCONJ
cet-1157	87	3	engineering	engineer	VERB
cet-1157	87	4	chemistry	chemistry	NOUN
cet-1157	87	5	research	research	NOUN
cet-1157	87	6	,	,	PUNCT
cet-1157	87	7	53(39	53(39	NUM
cet-1157	87	8	)	)	PUNCT
cet-1157	87	9	,	,	PUNCT
cet-1157	87	10	15080	15080	NUM
cet-1157	87	11	-	-	SYM
cet-1157	87	12	15088	15088	NUM
cet-1157	87	13	.	.	PUNCT
cet-1157	88	1	doi	doi	NOUN
cet-1157	88	2	:	:	PUNCT
cet-1157	88	3	10.1021	10.1021	NUM
cet-1157	88	4	/	/	SYM
cet-1157	88	5	ie501139	ie501139	PROPN
cet-1157	88	6	g.	g.	PROPN
cet-1157	88	7	de	de	PROPN
cet-1157	88	8	maría	maría	PROPN
cet-1157	88	9	r.	r.	PROPN
cet-1157	88	10	,	,	PUNCT
cet-1157	88	11	díaz	díaz	PROPN
cet-1157	88	12	i.	i.	PROPN
cet-1157	88	13	,	,	PUNCT
cet-1157	88	14	rodríguez	rodríguez	NOUN
cet-1157	88	15	m.	m.	NOUN
cet-1157	88	16	,	,	PUNCT
cet-1157	88	17	sáiz	sáiz	PROPN
cet-1157	88	18	a.	a.	PROPN
cet-1157	88	19	,	,	PUNCT
cet-1157	88	20	2013	2013	NUM
cet-1157	88	21	,	,	PUNCT
cet-1157	88	22	industrial	industrial	ADJ
cet-1157	88	23	methanol	methanol	NOUN
cet-1157	88	24	from	from	ADP
cet-1157	88	25	syngas	syngas	NOUN
cet-1157	88	26	:	:	PUNCT
cet-1157	88	27	kinetic	kinetic	ADJ
cet-1157	88	28	study	study	NOUN
cet-1157	88	29	and	and	CCONJ
cet-1157	88	30	process	process	NOUN
cet-1157	88	31	simulation	simulation	NOUN
cet-1157	88	32	.	.	PUNCT
cet-1157	89	1	international	international	ADJ
cet-1157	89	2	journal	journal	PROPN
cet-1157	89	3	of	of	ADP
cet-1157	89	4	chemical	chemical	ADJ
cet-1157	89	5	reactor	reactor	NOUN
cet-1157	89	6	engineering	engineering	NOUN
cet-1157	89	7	,	,	PUNCT
cet-1157	89	8	11(1	11(1	NUM
cet-1157	89	9	)	)	PUNCT
cet-1157	89	10	,	,	PUNCT
cet-1157	89	11	1	1	NUM
cet-1157	89	12	-	-	SYM
cet-1157	89	13	9	9	NUM
cet-1157	89	14	.	.	PUNCT
cet-1157	89	15	doi	doi	NOUN
cet-1157	89	16	:	:	PUNCT
cet-1157	89	17	10.1515	10.1515	NUM
cet-1157	89	18	/	/	SYM
cet-1157	89	19	ijcre-20130061	ijcre-20130061	NOUN
cet-1157	89	20	.	.	PUNCT
cet-1157	90	1	gebicke	gebicke	PROPN
cet-1157	91	1	k.w	k.w	PROPN
cet-1157	91	2	.	.	PROPN
cet-1157	91	3	,	,	PUNCT
cet-1157	91	4	johl	johl	PROPN
cet-1157	91	5	h.j	h.j	PROPN
cet-1157	91	6	.	.	PROPN
cet-1157	91	7	,	,	PUNCT
cet-1157	91	8	sternad	sternad	PROPN
cet-1157	91	9	w.	w.	PROPN
cet-1157	91	10	,	,	PUNCT
cet-1157	91	11	trosch	trosch	PROPN
cet-1157	91	12	w.	w.	PROPN
cet-1157	91	13	,	,	PUNCT
cet-1157	91	14	chmiel	chmiel	PROPN
cet-1157	91	15	h.	h.	PROPN
cet-1157	91	16	,	,	PUNCT
cet-1157	91	17	1993	1993	NUM
cet-1157	91	18	,	,	PUNCT
cet-1157	91	19	application	application	NOUN
cet-1157	91	20	of	of	ADP
cet-1157	91	21	modeling	modeling	NOUN
cet-1157	91	22	and	and	CCONJ
cet-1157	91	23	simulation	simulation	NOUN
cet-1157	91	24	for	for	ADP
cet-1157	91	25	optimization	optimization	NOUN
cet-1157	91	26	of	of	ADP
cet-1157	91	27	a	a	DET
cet-1157	91	28	continuous	continuous	ADJ
cet-1157	91	29	fermentation	fermentation	NOUN
cet-1157	91	30	process	process	NOUN
cet-1157	91	31	.	.	PUNCT
cet-1157	92	1	european	european	ADJ
cet-1157	92	2	symp	symp	PROPN
cet-1157	92	3	on	on	ADP
cet-1157	92	4	computer	computer	NOUN
cet-1157	92	5	aided	aid	VERB
cet-1157	92	6	process	process	NOUN
cet-1157	92	7	engineering	engineering	NOUN
cet-1157	92	8	,	,	PUNCT
cet-1157	92	9	17	17	NUM
cet-1157	92	10	,	,	PUNCT
cet-1157	92	11	s177	s177	PROPN
cet-1157	92	12	-	-	SYM
cet-1157	92	13	s182	s182	PROPN
cet-1157	92	14	.	.	PUNCT
cet-1157	93	1	doi	doi	NOUN
cet-1157	93	2	:	:	PUNCT
cet-1157	93	3	10.1016/0098	10.1016/0098	NUM
cet-1157	93	4	-	-	SYM
cet-1157	93	5	1354(93)85027	1354(93)85027	NUM
cet-1157	93	6	-	-	PUNCT
cet-1157	93	7	j.	j.	PROPN
cet-1157	93	8	gebicke	gebicke	PROPN
cet-1157	93	9	k.w	k.w	PROPN
cet-1157	93	10	.	.	PROPN
cet-1157	93	11	,	,	PUNCT
cet-1157	93	12	johl	johl	PROPN
cet-1157	93	13	h.j	h.j	PROPN
cet-1157	93	14	.	.	PROPN
cet-1157	93	15	,	,	PUNCT
cet-1157	93	16	sternad	sternad	PROPN
cet-1157	93	17	w.	w.	PROPN
cet-1157	93	18	,	,	PUNCT
cet-1157	93	19	trösch	trösch	PROPN
cet-1157	93	20	w.	w.	PROPN
cet-1157	93	21	,	,	PUNCT
cet-1157	93	22	chmiel	chmiel	PROPN
cet-1157	93	23	h.	h.	PROPN
cet-1157	93	24	,	,	PUNCT
cet-1157	93	25	1993	1993	NUM
cet-1157	93	26	,	,	PUNCT
cet-1157	93	27	application	application	NOUN
cet-1157	93	28	of	of	ADP
cet-1157	93	29	modelling	modelling	NOUN
cet-1157	93	30	and	and	CCONJ
cet-1157	93	31	simulation	simulation	NOUN
cet-1157	93	32	for	for	ADP
cet-1157	93	33	optimization	optimization	NOUN
cet-1157	93	34	of	of	ADP
cet-1157	93	35	a	a	DET
cet-1157	93	36	continuous	continuous	ADJ
cet-1157	93	37	fermentation	fermentation	NOUN
cet-1157	93	38	process	process	NOUN
cet-1157	93	39	.	.	PUNCT
cet-1157	94	1	computers	computer	NOUN
cet-1157	94	2	&	&	CCONJ
cet-1157	94	3	chemical	chemical	PROPN
cet-1157	94	4	engineering	engineering	PROPN
cet-1157	94	5	,	,	PUNCT
cet-1157	94	6	17(93	17(93	NUM
cet-1157	94	7	)	)	PUNCT
cet-1157	94	8	,	,	PUNCT
cet-1157	94	9	s177s182	s177s182	PROPN
cet-1157	94	10	.	.	PUNCT
cet-1157	95	1	doi	doi	PROPN
cet-1157	95	2	:	:	PUNCT
cet-1157	95	3	10.1016/0098	10.1016/0098	NUM
cet-1157	95	4	-	-	SYM
cet-1157	95	5	1354(93)85027	1354(93)85027	NUM
cet-1157	95	6	-	-	PUNCT
cet-1157	95	7	j.	j.	PROPN
cet-1157	95	8	geraili	geraili	PROPN
cet-1157	95	9	a.	a.	PROPN
cet-1157	95	10	,	,	PUNCT
cet-1157	95	11	sharma	sharma	PROPN
cet-1157	95	12	p.	p.	PROPN
cet-1157	95	13	,	,	PUNCT
cet-1157	95	14	romagnoli	romagnoli	PROPN
cet-1157	95	15	j.a	j.a	PROPN
cet-1157	95	16	.	.	PROPN
cet-1157	95	17	,	,	PUNCT
cet-1157	95	18	2014	2014	NUM
cet-1157	95	19	,	,	PUNCT
cet-1157	95	20	technology	technology	NOUN
cet-1157	95	21	analysis	analysis	NOUN
cet-1157	95	22	of	of	ADP
cet-1157	95	23	integrated	integrate	VERB
cet-1157	95	24	biorefineries	biorefinerie	NOUN
cet-1157	95	25	through	through	ADP
cet-1157	95	26	process	process	NOUN
cet-1157	95	27	simulation	simulation	NOUN
cet-1157	95	28	and	and	CCONJ
cet-1157	95	29	hybrid	hybrid	ADJ
cet-1157	95	30	optimization	optimization	NOUN
cet-1157	95	31	.	.	PUNCT
cet-1157	96	1	energy	energy	NOUN
cet-1157	96	2	,	,	PUNCT
cet-1157	96	3	73(7	73(7	NOUN
cet-1157	96	4	)	)	PUNCT
cet-1157	96	5	,	,	PUNCT
cet-1157	96	6	145	145	NUM
cet-1157	96	7	-	-	SYM
cet-1157	96	8	159	159	NUM
cet-1157	96	9	.	.	PUNCT
cet-1157	97	1	doi	doi	NOUN
cet-1157	97	2	:	:	PUNCT
cet-1157	97	3	10.1016	10.1016	NUM
cet-1157	97	4	/	/	SYM
cet-1157	97	5	j.energy.2014.05.114	j.energy.2014.05.114	PROPN
cet-1157	97	6	.	.	PUNCT
cet-1157	97	7	imani	imani	PROPN
cet-1157	98	1	b.m	b.m	PROPN
cet-1157	98	2	.	.	PROPN
cet-1157	98	3	,	,	PUNCT
cet-1157	98	4	sadeghi	sadeghi	PROPN
cet-1157	98	5	m.h	m.h	PROPN
cet-1157	98	6	.	.	PROPN
cet-1157	98	7	,	,	PUNCT
cet-1157	98	8	elbestawi	elbestawi	PROPN
cet-1157	98	9	m.a	m.a	PROPN
cet-1157	98	10	.	.	PROPN
cet-1157	98	11	,	,	PUNCT
cet-1157	98	12	1998	1998	NUM
cet-1157	98	13	,	,	PUNCT
cet-1157	98	14	an	an	DET
cet-1157	98	15	improved	improved	ADJ
cet-1157	98	16	process	process	NOUN
cet-1157	98	17	simulation	simulation	NOUN
cet-1157	98	18	system	system	NOUN
cet-1157	98	19	for	for	ADP
cet-1157	98	20	ball	ball	NOUN
cet-1157	98	21	-	-	PUNCT
cet-1157	98	22	end	end	NOUN
cet-1157	98	23	milling	milling	NOUN
cet-1157	98	24	of	of	ADP
cet-1157	98	25	sculptured	sculptured	ADJ
cet-1157	98	26	surfaces	surface	NOUN
cet-1157	98	27	.	.	PUNCT
cet-1157	99	1	international	international	ADJ
cet-1157	99	2	journal	journal	PROPN
cet-1157	99	3	of	of	ADP
cet-1157	99	4	machine	machine	NOUN
cet-1157	99	5	tools	tool	NOUN
cet-1157	99	6	&	&	CCONJ
cet-1157	99	7	manufacture	manufacture	NOUN
cet-1157	99	8	,	,	PUNCT
cet-1157	99	9	38(9	38(9	NOUN
cet-1157	99	10	)	)	PUNCT
cet-1157	99	11	,	,	PUNCT
cet-1157	99	12	1089	1089	NUM
cet-1157	99	13	-	-	SYM
cet-1157	99	14	1107	1107	NUM
cet-1157	99	15	.	.	PUNCT
cet-1157	100	1	doi	doi	NOUN
cet-1157	100	2	:	:	PUNCT
cet-1157	100	3	10.1016	10.1016	NUM
cet-1157	100	4	/	/	SYM
cet-1157	100	5	s0890	s0890	PROPN
cet-1157	100	6	-	-	PUNCT
cet-1157	100	7	6955(97)00074	6955(97)00074	NOUN
cet-1157	100	8	-	-	PUNCT
cet-1157	100	9	6	6	NUM
cet-1157	100	10	.	.	PUNCT
cet-1157	101	1	kazuo	kazuo	PROPN
cet-1157	101	2	s.	s.	PROPN
cet-1157	101	3	,	,	PUNCT
cet-1157	101	4	hitoshi	hitoshi	PROPN
cet-1157	101	5	u.	u.	PROPN
cet-1157	101	6	,	,	PUNCT
cet-1157	101	7	kyoichi	kyoichi	PROPN
cet-1157	101	8	k.	k.	PROPN
cet-1157	101	9	,	,	PUNCT
cet-1157	101	10	hideo	hideo	NOUN
cet-1157	101	11	m.	m.	NOUN
cet-1157	101	12	,	,	PUNCT
cet-1157	101	13	shigezo	shigezo	PROPN
cet-1157	101	14	t.	t.	PROPN
cet-1157	101	15	,	,	PUNCT
cet-1157	101	16	kiyoshi	kiyoshi	PROPN
cet-1157	101	17	y.	y.	PROPN
cet-1157	101	18	,	,	PUNCT
cet-1157	101	19	1990	1990	NUM
cet-1157	101	20	,	,	PUNCT
cet-1157	101	21	simulation	simulation	NOUN
cet-1157	101	22	study	study	NOUN
cet-1157	101	23	of	of	ADP
cet-1157	101	24	the	the	DET
cet-1157	101	25	fermentationprocess	fermentationprocess	NOUN
cet-1157	101	26	of	of	ADP
cet-1157	101	27	sake	sake	NOUN
cet-1157	101	28	-mash	-mash	NOUN
cet-1157	101	29	using	use	VERB
cet-1157	101	30	powdered	powdered	ADJ
cet-1157	101	31	α	α	NOUN
cet-1157	101	32	-	-	NOUN
cet-1157	101	33	rice	rice	NOUN
cet-1157	101	34	—	—	PUNCT
cet-1157	101	35	note—.	note—.	INTJ
cet-1157	101	36	journal	journal	NOUN
cet-1157	101	37	of	of	ADP
cet-1157	101	38	fermentation\	fermentation\	PROPN
cet-1157	101	39	s&\	s&\	VERB
cet-1157	101	40	sbioengineering	sbioengineering	PROPN
cet-1157	101	41	,	,	PUNCT
cet-1157	101	42	69(2	69(2	NOUN
cet-1157	101	43	)	)	PUNCT
cet-1157	101	44	,	,	PUNCT
cet-1157	101	45	141	141	NUM
cet-1157	101	46	-	-	SYM
cet-1157	101	47	141	141	NUM
cet-1157	101	48	.	.	PUNCT
cet-1157	102	1	doi	doi	NOUN
cet-1157	102	2	:	:	PUNCT
cet-1157	102	3	10	10	NUM
cet-1157	102	4	.	.	X
cet-1157	103	1	1016/	1016/	NUM
cet-1157	103	2	0922	0922	NUM
cet-1157	103	3	-	-	PUNCT
cet-1157	103	4	338x	338x	PROPN
cet-1157	103	5	(	(	PUNCT
cet-1157	103	6	90	90	NUM
cet-1157	103	7	)	)	PUNCT
cet-1157	103	8	90208	90208	NUM
cet-1157	103	9	-	-	PUNCT
cet-1157	103	10	e.	e.	PROPN
cet-1157	103	11	liu	liu	PROPN
cet-1157	103	12	z.	z.	PROPN
cet-1157	103	13	,	,	PUNCT
cet-1157	103	14	chang	chang	PROPN
cet-1157	103	15	q.h	q.h	PROPN
cet-1157	103	16	.	.	PROPN
cet-1157	103	17	,	,	PUNCT
cet-1157	103	18	2012	2012	NUM
cet-1157	103	19	,	,	PUNCT
cet-1157	103	20	steady	steady	ADJ
cet-1157	103	21	-	-	PUNCT
cet-1157	103	22	state	state	NOUN
cet-1157	103	23	simulation	simulation	NOUN
cet-1157	103	24	of	of	ADP
cet-1157	103	25	the	the	DET
cet-1157	103	26	strip	strip	NOUN
cet-1157	103	27	-	-	PUNCT
cet-1157	103	28	flash	flash	NOUN
cet-1157	103	29	ethanol	ethanol	NOUN
cet-1157	103	30	fermentation	fermentation	NOUN
cet-1157	103	31	process	process	NOUN
cet-1157	103	32	.	.	PUNCT
cet-1157	104	1	advanced	advanced	ADJ
cet-1157	104	2	materials	material	NOUN
cet-1157	104	3	research	research	NOUN
cet-1157	104	4	,	,	PUNCT
cet-1157	104	5	557	557	NUM
cet-1157	104	6	-	-	SYM
cet-1157	104	7	559	559	NUM
cet-1157	104	8	,	,	PUNCT
cet-1157	104	9	2151	2151	NUM
cet-1157	104	10	-	-	SYM
cet-1157	104	11	2154	2154	NUM
cet-1157	104	12	.	.	PUNCT
cet-1157	105	1	doi	doi	NOUN
cet-1157	105	2	:	:	PUNCT
cet-1157	105	3	10.4028/	10.4028/	NUM
cet-1157	105	4	www.scientific.net/amr.557-559.2151	www.scientific.net/amr.557-559.2151	ADJ
cet-1157	105	5	.	.	PUNCT
cet-1157	106	1	marek	marek	PROPN
cet-1157	106	2	b.	b.	PROPN
cet-1157	106	3	,	,	PUNCT
cet-1157	106	4	štefan	štefan	PROPN
cet-1157	106	5	s.	s.	PROPN
cet-1157	106	6	,	,	PUNCT
cet-1157	106	7	marták	marták	PROPN
cet-1157	106	8	j.	j.	PROPN
cet-1157	106	9	,	,	PUNCT
cet-1157	106	10	2010	2010	NUM
cet-1157	106	11	,	,	PUNCT
cet-1157	106	12	simulation	simulation	NOUN
cet-1157	106	13	of	of	ADP
cet-1157	106	14	a	a	DET
cet-1157	106	15	hybrid	hybrid	ADJ
cet-1157	106	16	fermentation	fermentation	NOUN
cet-1157	106	17	-	-	PUNCT
cet-1157	106	18	separation	separation	NOUN
cet-1157	106	19	process	process	NOUN
cet-1157	106	20	for	for	ADP
cet-1157	106	21	production	production	NOUN
cet-1157	106	22	of	of	ADP
cet-1157	106	23	butyric	butyric	ADJ
cet-1157	106	24	acid	acid	NOUN
cet-1157	106	25	.	.	PUNCT
cet-1157	107	1	chemical	chemical	NOUN
cet-1157	107	2	papers	paper	NOUN
cet-1157	107	3	,	,	PUNCT
cet-1157	107	4	64(2	64(2	NOUN
cet-1157	107	5	)	)	PUNCT
cet-1157	107	6	,	,	PUNCT
cet-1157	107	7	213	213	NUM
cet-1157	107	8	-	-	SYM
cet-1157	107	9	222	222	NUM
cet-1157	107	10	.	.	PUNCT
cet-1157	108	1	doi	doi	NOUN
cet-1157	108	2	:	:	PUNCT
cet-1157	108	3	10.2478	10.2478	NUM
cet-1157	108	4	/	/	SYM
cet-1157	108	5	s11696	s11696	PROPN
cet-1157	108	6	-	-	PUNCT
cet-1157	108	7	009	009	NUM
cet-1157	108	8	-	-	PUNCT
cet-1157	108	9	0114	0114	NUM
cet-1157	108	10	-	-	PUNCT
cet-1157	108	11	7	7	NUM
cet-1157	108	12	.	.	PUNCT
cet-1157	108	13	özel	özel	PROPN
cet-1157	108	14	t.	t.	PROPN
cet-1157	108	15	,	,	PUNCT
cet-1157	108	16	altan	altan	PROPN
cet-1157	108	17	t.	t.	PROPN
cet-1157	108	18	,	,	PUNCT
cet-1157	108	19	2000	2000	NUM
cet-1157	108	20	,	,	PUNCT
cet-1157	108	21	process	process	NOUN
cet-1157	108	22	simulation	simulation	NOUN
cet-1157	108	23	using	use	VERB
cet-1157	108	24	finite	finite	PROPN
cet-1157	108	25	element	element	NOUN
cet-1157	108	26	method	method	NOUN
cet-1157	108	27	—	—	PUNCT
cet-1157	108	28	prediction	prediction	NOUN
cet-1157	108	29	of	of	ADP
cet-1157	108	30	cutting	cut	VERB
cet-1157	108	31	forces	force	NOUN
cet-1157	108	32	,	,	PUNCT
cet-1157	108	33	tool	tool	NOUN
cet-1157	108	34	stresses	stress	NOUN
cet-1157	108	35	and	and	CCONJ
cet-1157	108	36	temperatures	temperature	NOUN
cet-1157	108	37	in	in	ADP
cet-1157	108	38	high	high	ADJ
cet-1157	108	39	-	-	PUNCT
cet-1157	108	40	speed	speed	NOUN
cet-1157	108	41	flat	flat	ADJ
cet-1157	108	42	end	end	NOUN
cet-1157	108	43	milling	milling	NOUN
cet-1157	108	44	.	.	PUNCT
cet-1157	109	1	international	international	ADJ
cet-1157	109	2	journal	journal	PROPN
cet-1157	109	3	of	of	ADP
cet-1157	109	4	machine	machine	NOUN
cet-1157	109	5	tools	tool	NOUN
cet-1157	109	6	&	&	CCONJ
cet-1157	109	7	manufacture	manufacture	NOUN
cet-1157	109	8	,	,	PUNCT
cet-1157	109	9	40(5	40(5	NOUN
cet-1157	109	10	)	)	PUNCT
cet-1157	109	11	,	,	PUNCT
cet-1157	109	12	713	713	NUM
cet-1157	109	13	-	-	PUNCT
cet-1157	109	14	738	738	NUM
cet-1157	109	15	.	.	PUNCT
cet-1157	110	1	doi	doi	NOUN
cet-1157	110	2	:	:	PUNCT
cet-1157	110	3	10.1016	10.1016	NUM
cet-1157	110	4	/	/	SYM
cet-1157	110	5	s0890	s0890	NOUN
cet-1157	110	6	-	-	PUNCT
cet-1157	110	7	6955(99)00080	6955(99)00080	NOUN
cet-1157	110	8	-	-	PUNCT
cet-1157	110	9	2	2	NUM
cet-1157	110	10	.	.	PUNCT
cet-1157	110	11	pantelides	pantelides	PROPN
cet-1157	110	12	c.c	c.c	PROPN
cet-1157	110	13	.	.	PROPN
cet-1157	110	14	,	,	PUNCT
cet-1157	110	15	1988	1988	NUM
cet-1157	110	16	,	,	PUNCT
cet-1157	110	17	speedup	speedup	NOUN
cet-1157	110	18	—	—	PUNCT
cet-1157	110	19	recent	recent	ADJ
cet-1157	110	20	advances	advance	NOUN
cet-1157	110	21	in	in	ADP
cet-1157	110	22	process	process	NOUN
cet-1157	110	23	simulation	simulation	NOUN
cet-1157	110	24	.	.	PUNCT
cet-1157	111	1	computers	computer	NOUN
cet-1157	111	2	&	&	CCONJ
cet-1157	111	3	chemical	chemical	PROPN
cet-1157	111	4	engineering	engineering	PROPN
cet-1157	111	5	,	,	PUNCT
cet-1157	111	6	12(7	12(7	NUM
cet-1157	111	7	)	)	PUNCT
cet-1157	111	8	,	,	PUNCT
cet-1157	111	9	745	745	NUM
cet-1157	111	10	-	-	SYM
cet-1157	111	11	755	755	NUM
cet-1157	111	12	.	.	PUNCT
cet-1157	112	1	doi	doi	NOUN
cet-1157	112	2	:	:	PUNCT
cet-1157	112	3	10.1016/0098	10.1016/0098	NUM
cet-1157	112	4	-	-	PUNCT
cet-1157	112	5	1354(88)80012	1354(88)80012	NUM
cet-1157	112	6	-	-	PUNCT
cet-1157	112	7	7	7	NUM
cet-1157	112	8	rodman	rodman	PROPN
cet-1157	112	9	a.d	a.d	PROPN
cet-1157	112	10	.	.	PROPN
cet-1157	112	11	,	,	PUNCT
cet-1157	112	12	gerogiorgis	gerogiorgis	PROPN
cet-1157	112	13	d.i	d.i	PROPN
cet-1157	112	14	.	.	PROPN
cet-1157	112	15	,	,	PUNCT
cet-1157	112	16	2016	2016	NUM
cet-1157	112	17	,	,	PUNCT
cet-1157	112	18	multi	multi	ADJ
cet-1157	112	19	-	-	ADJ
cet-1157	112	20	objective	objective	ADJ
cet-1157	112	21	process	process	NOUN
cet-1157	112	22	optimisation	optimisation	NOUN
cet-1157	112	23	of	of	ADP
cet-1157	112	24	beer	beer	NOUN
cet-1157	112	25	fermentation	fermentation	NOUN
cet-1157	112	26	via	via	ADP
cet-1157	112	27	dynamic	dynamic	ADJ
cet-1157	112	28	simulation	simulation	NOUN
cet-1157	112	29	.	.	PUNCT
cet-1157	113	1	food	food	PROPN
cet-1157	113	2	&	&	CCONJ
cet-1157	113	3	bioproducts	bioproducts	PROPN
cet-1157	113	4	processing	processing	NOUN
cet-1157	113	5	,	,	PUNCT
cet-1157	113	6	100	100	NUM
cet-1157	113	7	,	,	PUNCT
cet-1157	113	8	255	255	NUM
cet-1157	113	9	-	-	SYM
cet-1157	113	10	274	274	NUM
cet-1157	113	11	.	.	PUNCT
cet-1157	114	1	doi	doi	NOUN
cet-1157	114	2	:	:	PUNCT
cet-1157	114	3	10.1016	10.1016	NUM
cet-1157	114	4	/	/	SYM
cet-1157	114	5	j.fbp.2016.04.002	j.fbp.2016.04.002	PROPN
cet-1157	114	6	.	.	PUNCT
cet-1157	115	1	schnepper	schnepper	PROPN
cet-1157	115	2	c.a	c.a	PROPN
cet-1157	115	3	.	.	PROPN
cet-1157	115	4	,	,	PUNCT
cet-1157	115	5	stadtherr	stadtherr	PROPN
cet-1157	116	1	m.a	m.a	PROPN
cet-1157	116	2	.	.	PROPN
cet-1157	116	3	,	,	PUNCT
cet-1157	116	4	1996	1996	NUM
cet-1157	116	5	,	,	PUNCT
cet-1157	116	6	robust	robust	ADJ
cet-1157	116	7	process	process	NOUN
cet-1157	116	8	simulation	simulation	NOUN
cet-1157	116	9	using	use	VERB
cet-1157	116	10	interval	interval	NOUN
cet-1157	116	11	methods	method	NOUN
cet-1157	116	12	.	.	PUNCT
cet-1157	117	1	computers	computer	NOUN
cet-1157	117	2	&	&	CCONJ
cet-1157	117	3	chemical	chemical	PROPN
cet-1157	117	4	engineering	engineering	PROPN
cet-1157	117	5	,	,	PUNCT
cet-1157	117	6	20(2	20(2	NUM
cet-1157	117	7	)	)	PUNCT
cet-1157	117	8	,	,	PUNCT
cet-1157	117	9	187	187	NUM
cet-1157	117	10	-	-	SYM
cet-1157	117	11	199	199	NUM
cet-1157	117	12	.	.	PUNCT
cet-1157	118	1	doi	doi	NOUN
cet-1157	118	2	:	:	PUNCT
cet-1157	118	3	10.1016/0098	10.1016/0098	NUM
cet-1157	118	4	-	-	SYM
cet-1157	118	5	1354(95)00014	1354(95)00014	NUM
cet-1157	118	6	-	-	PUNCT
cet-1157	118	7	s	s	PART
cet-1157	118	8	sotoft	sotoft	PROPN
cet-1157	118	9	l.f	l.f	PROPN
cet-1157	118	10	.	.	PROPN
cet-1157	118	11	,	,	PUNCT
cet-1157	118	12	rong	rong	PROPN
cet-1157	118	13	b.g	b.g	PROPN
cet-1157	118	14	.	.	PROPN
cet-1157	118	15	,	,	PUNCT
cet-1157	118	16	christensen	christensen	PROPN
cet-1157	118	17	k.v	k.v	PROPN
cet-1157	118	18	.	.	PROPN
cet-1157	118	19	,	,	PUNCT
cet-1157	118	20	norddahl	norddahl	PROPN
cet-1157	118	21	b.	b.	PROPN
cet-1157	118	22	,	,	PUNCT
cet-1157	118	23	2010	2010	NUM
cet-1157	118	24	,	,	PUNCT
cet-1157	118	25	process	process	NOUN
cet-1157	118	26	simulation	simulation	NOUN
cet-1157	118	27	and	and	CCONJ
cet-1157	118	28	economical	economical	ADJ
cet-1157	118	29	evaluation	evaluation	NOUN
cet-1157	118	30	of	of	ADP
cet-1157	118	31	enzymatic	enzymatic	ADJ
cet-1157	118	32	biodiesel	biodiesel	NOUN
cet-1157	118	33	production	production	NOUN
cet-1157	118	34	plant	plant	NOUN
cet-1157	118	35	.	.	PUNCT
cet-1157	119	1	bioresource	bioresource	ADJ
cet-1157	119	2	technology	technology	NOUN
cet-1157	119	3	,	,	PUNCT
cet-1157	119	4	101(14	101(14	NUM
cet-1157	119	5	)	)	PUNCT
cet-1157	119	6	,	,	PUNCT
cet-1157	119	7	5266	5266	NUM
cet-1157	119	8	-	-	SYM
cet-1157	119	9	5274	5274	NUM
cet-1157	119	10	.	.	PUNCT
cet-1157	120	1	doi	doi	NOUN
cet-1157	120	2	:	:	PUNCT
cet-1157	120	3	10.1016	10.1016	NUM
cet-1157	120	4	/	/	SYM
cet-1157	120	5	j.biortech.2010.01.130	j.biortech.2010.01.130	PROPN
cet-1157	120	6	volesky	volesky	PROPN
cet-1157	120	7	b.	b.	PROPN
cet-1157	120	8	,	,	PUNCT
cet-1157	120	9	2003	2003	NUM
cet-1157	120	10	,	,	PUNCT
cet-1157	120	11	biosorption	biosorption	NOUN
cet-1157	120	12	process	process	NOUN
cet-1157	120	13	simulation	simulation	NOUN
cet-1157	120	14	tools	tool	NOUN
cet-1157	120	15	.	.	PUNCT
cet-1157	121	1	hydrometallurgy	hydrometallurgy	NOUN
cet-1157	121	2	,	,	PUNCT
cet-1157	121	3	71(1–2	71(1–2	PROPN
cet-1157	121	4	)	)	PUNCT
cet-1157	121	5	,	,	PUNCT
cet-1157	121	6	179	179	NUM
cet-1157	121	7	-	-	SYM
cet-1157	121	8	190	190	NUM
cet-1157	121	9	.	.	PUNCT
cet-1157	122	1	doi	doi	NOUN
cet-1157	122	2	:	:	PUNCT
cet-1157	122	3	10.1016	10.1016	NUM
cet-1157	122	4	/	/	SYM
cet-1157	122	5	s0304	s0304	ADJ
cet-1157	122	6	-	-	PUNCT
cet-1157	122	7	386x(03)00155	386x(03)00155	NUM
cet-1157	122	8	-	-	PUNCT
cet-1157	122	9	5	5	NUM
cet-1157	122	10	.	.	PUNCT
cet-1157	123	1	zlateva	zlateva	PROPN
cet-1157	123	2	p.	p.	PROPN
cet-1157	123	3	,	,	PUNCT
cet-1157	123	4	denchev	denchev	PROPN
cet-1157	123	5	d.	d.	PROPN
cet-1157	123	6	,	,	PUNCT
cet-1157	123	7	simeonov	simeonov	PROPN
cet-1157	123	8	i.	i.	PROPN
cet-1157	123	9	,	,	PUNCT
cet-1157	123	10	kaimaktchiev	kaimaktchiev	PROPN
cet-1157	123	11	a.	a.	PROPN
cet-1157	123	12	,	,	PUNCT
cet-1157	123	13	2014	2014	NUM
cet-1157	123	14	,	,	PUNCT
cet-1157	123	15	mathematical	mathematical	ADJ
cet-1157	123	16	modelling	modelling	NOUN
cet-1157	123	17	and	and	CCONJ
cet-1157	123	18	simulation	simulation	NOUN
cet-1157	123	19	of	of	ADP
cet-1157	123	20	fermentation	fermentation	NOUN
cet-1157	123	21	process	process	NOUN
cet-1157	123	22	for	for	ADP
cet-1157	123	23	citric	citric	ADJ
cet-1157	123	24	acid	acid	NOUN
cet-1157	123	25	production	production	NOUN
cet-1157	123	26	.	.	PUNCT
cet-1157	124	1	biotechnology	biotechnology	NOUN
cet-1157	124	2	&	&	CCONJ
cet-1157	124	3	biotechnological	biotechnological	ADJ
cet-1157	124	4	equipment	equipment	NOUN
cet-1157	124	5	,	,	PUNCT
cet-1157	124	6	7(2	7(2	NUM
cet-1157	124	7	)	)	PUNCT
cet-1157	124	8	,	,	PUNCT
cet-1157	124	9	82	82	NUM
cet-1157	124	10	-	-	SYM
cet-1157	124	11	84	84	NUM
cet-1157	124	12	.	.	PUNCT
cet-1157	125	1	doi	doi	NOUN
cet-1157	125	2	:	:	PUNCT
cet-1157	125	3	10.1080/13102818.1993.10818700	10.1080/13102818.1993.10818700	NUM
cet-1157	125	4	546	546	NUM