id	sid	tid	token	lemma	pos
cet-13814	1	1	cet	cet	PROPN
cet-13814	1	2	-	-	ADJ
cet-13814	1	3	vol	vol	NOUN
cet-13814	1	4	105	105	NUM
cet-13814	1	5	doi	doi	NOUN
cet-13814	1	6	:	:	PUNCT
cet-13814	1	7	10.3303	10.3303	NUM
cet-13814	1	8	/	/	SYM
cet-13814	1	9	cet23105076	cet23105076	ADJ
cet-13814	1	10	paper	paper	NOUN
cet-13814	1	11	received	receive	VERB
cet-13814	1	12	:	:	PUNCT
cet-13814	1	13	30	30	NUM
cet-13814	1	14	january	january	NOUN
cet-13814	1	15	2023	2023	NUM
cet-13814	1	16	;	;	PUNCT
cet-13814	1	17	revised	revise	VERB
cet-13814	1	18	:	:	PUNCT
cet-13814	1	19	1	1	NUM
cet-13814	1	20	july	july	PROPN
cet-13814	1	21	2023	2023	NUM
cet-13814	1	22	;	;	PUNCT
cet-13814	1	23	accepted	accept	VERB
cet-13814	1	24	:	:	PUNCT
cet-13814	1	25	9	9	NUM
cet-13814	1	26	may	may	AUX
cet-13814	1	27	2023	2023	NUM
cet-13814	1	28	please	please	INTJ
cet-13814	1	29	cite	cite	VERB
cet-13814	1	30	this	this	DET
cet-13814	1	31	article	article	NOUN
cet-13814	1	32	as	as	ADP
cet-13814	1	33	:	:	PUNCT
cet-13814	1	34	di	di	NOUN
cet-13814	1	35	pretoro	pretoro	PROPN
cet-13814	1	36	a.	a.	PROPN
cet-13814	1	37	,	,	PUNCT
cet-13814	1	38	negny	negny	PROPN
cet-13814	1	39	s.	s.	PROPN
cet-13814	1	40	,	,	PUNCT
cet-13814	1	41	montastruc	montastruc	PROPN
cet-13814	1	42	l.	l.	PROPN
cet-13814	1	43	,	,	PUNCT
cet-13814	1	44	2023	2023	NUM
cet-13814	1	45	,	,	PUNCT
cet-13814	1	46	enhancing	enhance	VERB
cet-13814	1	47	computational	computational	ADJ
cet-13814	1	48	performances	performance	NOUN
cet-13814	1	49	in	in	ADP
cet-13814	1	50	chemical	chemical	NOUN
cet-13814	1	51	processes	process	NOUN
cet-13814	1	52	costs	cost	NOUN
cet-13814	1	53	and	and	CCONJ
cet-13814	1	54	emissions	emission	NOUN
cet-13814	1	55	prediction	prediction	NOUN
cet-13814	1	56	:	:	PUNCT
cet-13814	1	57	a	a	DET
cet-13814	1	58	surrogate	surrogate	ADJ
cet-13814	1	59	modelling	modelling	NOUN
cet-13814	1	60	based	base	VERB
cet-13814	1	61	approach	approach	NOUN
cet-13814	1	62	,	,	PUNCT
cet-13814	1	63	chemical	chemical	ADJ
cet-13814	1	64	engineering	engineering	NOUN
cet-13814	1	65	transactions	transaction	NOUN
cet-13814	1	66	,	,	PUNCT
cet-13814	1	67	105	105	NUM
cet-13814	1	68	,	,	PUNCT
cet-13814	1	69	451	451	NUM
cet-13814	1	70	-	-	SYM
cet-13814	1	71	456	456	NUM
cet-13814	1	72	doi:10.3303	doi:10.3303	NOUN
cet-13814	1	73	/	/	SYM
cet-13814	1	74	cet23105076	cet23105076	NOUN
cet-13814	1	75	chemical	chemical	PROPN
cet-13814	1	76	engineering	engineering	NOUN
cet-13814	1	77	transactions	transaction	NOUN
cet-13814	1	78	vol	vol	NOUN
cet-13814	1	79	.	.	PROPN
cet-13814	2	1	105	105	NUM
cet-13814	2	2	,	,	PUNCT
cet-13814	2	3	2023	2023	NUM
cet-13814	2	4	a	a	DET
cet-13814	2	5	publication	publication	NOUN
cet-13814	2	6	of	of	ADP
cet-13814	2	7	the	the	DET
cet-13814	2	8	italian	italian	ADJ
cet-13814	2	9	association	association	NOUN
cet-13814	2	10	of	of	ADP
cet-13814	2	11	chemical	chemical	PROPN
cet-13814	2	12	engineering	engineering	NOUN
cet-13814	2	13	online	online	ADV
cet-13814	2	14	at	at	ADP
cet-13814	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13814	2	16	guest	guest	NOUN
cet-13814	2	17	editors	editor	NOUN
cet-13814	2	18	:	:	PUNCT
cet-13814	2	19	david	david	PROPN
cet-13814	2	20	bogle	bogle	PROPN
cet-13814	2	21	,	,	PUNCT
cet-13814	2	22	flavio	flavio	PROPN
cet-13814	2	23	manenti	manenti	PROPN
cet-13814	2	24	,	,	PUNCT
cet-13814	2	25	piero	piero	PROPN
cet-13814	2	26	salatino	salatino	PROPN
cet-13814	2	27	copyright	copyright	NOUN
cet-13814	3	1	©	©	PROPN
cet-13814	3	2	2023	2023	NUM
cet-13814	3	3	,	,	PUNCT
cet-13814	3	4	aidic	aidic	ADJ
cet-13814	3	5	servizi	servizi	PROPN
cet-13814	3	6	s.r.l	s.r.l	NOUN
cet-13814	3	7	.	.	PUNCT
cet-13814	4	1	isbn	isbn	PROPN
cet-13814	4	2	979	979	NUM
cet-13814	4	3	-	-	SYM
cet-13814	4	4	12	12	NUM
cet-13814	4	5	-	-	PUNCT
cet-13814	4	6	81206	81206	NUM
cet-13814	4	7	-	-	PUNCT
cet-13814	4	8	04	04	NUM
cet-13814	4	9	-	-	PUNCT
cet-13814	4	10	5	5	NUM
cet-13814	4	11	;	;	PUNCT
cet-13814	4	12	issn	issn	PROPN
cet-13814	4	13	2283	2283	NUM
cet-13814	4	14	-	-	SYM
cet-13814	4	15	9216	9216	NUM
cet-13814	4	16	enhancing	enhance	VERB
cet-13814	4	17	computational	computational	ADJ
cet-13814	4	18	performances	performance	NOUN
cet-13814	4	19	in	in	ADP
cet-13814	4	20	chemical	chemical	NOUN
cet-13814	4	21	processes	process	NOUN
cet-13814	4	22	costs	cost	NOUN
cet-13814	4	23	and	and	CCONJ
cet-13814	4	24	emissions	emission	NOUN
cet-13814	4	25	prediction	prediction	NOUN
cet-13814	4	26	:	:	PUNCT
cet-13814	4	27	a	a	DET
cet-13814	4	28	surrogate	surrogate	ADJ
cet-13814	4	29	modelling	modelling	NOUN
cet-13814	4	30	based	base	VERB
cet-13814	4	31	approach	approach	NOUN
cet-13814	4	32	alessandro	alessandro	X
cet-13814	4	33	di	di	X
cet-13814	4	34	pretoro	pretoro	PROPN
cet-13814	4	35	*	*	PROPN
cet-13814	4	36	,	,	PUNCT
cet-13814	4	37	stéphane	stéphane	PROPN
cet-13814	4	38	negny	negny	PROPN
cet-13814	4	39	,	,	PUNCT
cet-13814	4	40	ludovic	ludovic	PROPN
cet-13814	4	41	montastruc	montastruc	PROPN
cet-13814	4	42	laboratoire	laboratoire	PROPN
cet-13814	4	43	de	de	PROPN
cet-13814	4	44	génie	génie	PROPN
cet-13814	4	45	chimique	chimique	PROPN
cet-13814	4	46	,	,	PUNCT
cet-13814	4	47	université	université	NOUN
cet-13814	4	48	de	de	PROPN
cet-13814	4	49	toulouse	toulouse	NOUN
cet-13814	4	50	,	,	PUNCT
cet-13814	4	51	cnrs	cnrs	NOUN
cet-13814	4	52	/	/	SYM
cet-13814	4	53	inp	inp	PROPN
cet-13814	4	54	/	/	SYM
cet-13814	4	55	ups	up	NOUN
cet-13814	4	56	,	,	PUNCT
cet-13814	4	57	toulouse	toulouse	NOUN
cet-13814	4	58	,	,	PUNCT
cet-13814	4	59	france	france	PROPN
cet-13814	4	60	alessandro.dipretoro@ensiacet.fr	alessandro.dipretoro@ensiacet.fr	VERB
cet-13814	4	61	the	the	DET
cet-13814	4	62	increasing	increase	VERB
cet-13814	4	63	amount	amount	NOUN
cet-13814	4	64	of	of	ADP
cet-13814	4	65	variables	variable	NOUN
cet-13814	4	66	to	to	PART
cet-13814	4	67	be	be	AUX
cet-13814	4	68	accounted	account	VERB
cet-13814	4	69	for	for	ADP
cet-13814	4	70	in	in	ADP
cet-13814	4	71	chemical	chemical	NOUN
cet-13814	4	72	processes	process	NOUN
cet-13814	4	73	optimization	optimization	NOUN
cet-13814	4	74	and	and	CCONJ
cet-13814	4	75	the	the	DET
cet-13814	4	76	need	need	NOUN
cet-13814	4	77	to	to	PART
cet-13814	4	78	have	have	AUX
cet-13814	4	79	a	a	DET
cet-13814	4	80	systemic	systemic	ADJ
cet-13814	4	81	approach	approach	NOUN
cet-13814	4	82	to	to	PART
cet-13814	4	83	include	include	VERB
cet-13814	4	84	all	all	DET
cet-13814	4	85	the	the	DET
cet-13814	4	86	steps	step	NOUN
cet-13814	4	87	of	of	ADP
cet-13814	4	88	the	the	DET
cet-13814	4	89	industrial	industrial	ADJ
cet-13814	4	90	production	production	NOUN
cet-13814	4	91	chain	chain	NOUN
cet-13814	4	92	implies	imply	VERB
cet-13814	4	93	the	the	DET
cet-13814	4	94	exponential	exponential	ADJ
cet-13814	4	95	growth	growth	NOUN
cet-13814	4	96	of	of	ADP
cet-13814	4	97	the	the	DET
cet-13814	4	98	model	model	NOUN
cet-13814	4	99	equations	equation	NOUN
cet-13814	4	100	to	to	PART
cet-13814	4	101	be	be	AUX
cet-13814	4	102	solved	solve	VERB
cet-13814	4	103	at	at	ADP
cet-13814	4	104	the	the	DET
cet-13814	4	105	same	same	ADJ
cet-13814	4	106	time	time	NOUN
cet-13814	4	107	.	.	PUNCT
cet-13814	5	1	in	in	ADP
cet-13814	5	2	fact	fact	NOUN
cet-13814	5	3	,	,	PUNCT
cet-13814	5	4	in	in	ADP
cet-13814	5	5	order	order	NOUN
cet-13814	5	6	to	to	PART
cet-13814	5	7	have	have	AUX
cet-13814	5	8	an	an	DET
cet-13814	5	9	optimal	optimal	ADJ
cet-13814	5	10	industrial	industrial	ADJ
cet-13814	5	11	system	system	NOUN
cet-13814	5	12	,	,	PUNCT
cet-13814	5	13	the	the	DET
cet-13814	5	14	analysis	analysis	NOUN
cet-13814	5	15	should	should	AUX
cet-13814	5	16	start	start	VERB
cet-13814	5	17	from	from	ADP
cet-13814	5	18	raw	raw	ADJ
cet-13814	5	19	materials	material	NOUN
cet-13814	5	20	supply	supply	NOUN
cet-13814	5	21	and	and	CCONJ
cet-13814	5	22	include	include	VERB
cet-13814	5	23	demand	demand	NOUN
cet-13814	5	24	-	-	PUNCT
cet-13814	5	25	side	side	NOUN
cet-13814	5	26	,	,	PUNCT
cet-13814	5	27	process	process	NOUN
cet-13814	5	28	side	side	NOUN
cet-13814	5	29	and	and	CCONJ
cet-13814	5	30	logistic	logistic	ADJ
cet-13814	5	31	from	from	ADP
cet-13814	5	32	the	the	DET
cet-13814	5	33	mesoto	mesoto	NOUN
cet-13814	5	34	the	the	DET
cet-13814	5	35	macro	macro	ADJ
cet-13814	5	36	-	-	NOUN
cet-13814	5	37	scale	scale	NOUN
cet-13814	5	38	perspective	perspective	NOUN
cet-13814	5	39	.	.	PUNCT
cet-13814	6	1	moreover	moreover	ADV
cet-13814	6	2	,	,	PUNCT
cet-13814	6	3	beside	beside	ADP
cet-13814	6	4	economics	economic	NOUN
cet-13814	6	5	,	,	PUNCT
cet-13814	6	6	environmental	environmental	ADJ
cet-13814	6	7	impact	impact	NOUN
cet-13814	6	8	,	,	PUNCT
cet-13814	6	9	flexibility	flexibility	NOUN
cet-13814	6	10	and	and	CCONJ
cet-13814	6	11	scheduling	scheduling	NOUN
cet-13814	6	12	should	should	AUX
cet-13814	6	13	be	be	AUX
cet-13814	6	14	coupled	couple	VERB
cet-13814	6	15	in	in	ADP
cet-13814	6	16	a	a	DET
cet-13814	6	17	multi	multi	ADJ
cet-13814	6	18	-	-	ADJ
cet-13814	6	19	objective	objective	ADJ
cet-13814	6	20	optimization	optimization	NOUN
cet-13814	6	21	loop	loop	NOUN
cet-13814	6	22	.	.	PUNCT
cet-13814	7	1	this	this	DET
cet-13814	7	2	approach	approach	NOUN
cet-13814	7	3	results	result	VERB
cet-13814	7	4	in	in	ADP
cet-13814	7	5	a	a	DET
cet-13814	7	6	computational	computational	ADJ
cet-13814	7	7	effort	effort	NOUN
cet-13814	7	8	that	that	PRON
cet-13814	7	9	is	be	AUX
cet-13814	7	10	way	way	ADV
cet-13814	7	11	higher	high	ADJ
cet-13814	7	12	than	than	ADP
cet-13814	7	13	that	that	PRON
cet-13814	7	14	required	require	VERB
cet-13814	7	15	in	in	ADP
cet-13814	7	16	the	the	DET
cet-13814	7	17	past	past	NOUN
cet-13814	7	18	for	for	ADP
cet-13814	7	19	conventional	conventional	ADJ
cet-13814	7	20	process	process	NOUN
cet-13814	7	21	optimal	optimal	ADJ
cet-13814	7	22	design	design	NOUN
cet-13814	7	23	.	.	PUNCT
cet-13814	8	1	therefore	therefore	ADV
cet-13814	8	2	,	,	PUNCT
cet-13814	8	3	innovative	innovative	ADJ
cet-13814	8	4	computational	computational	ADJ
cet-13814	8	5	strategies	strategy	NOUN
cet-13814	8	6	should	should	AUX
cet-13814	8	7	be	be	AUX
cet-13814	8	8	implemented	implement	VERB
cet-13814	8	9	in	in	ADP
cet-13814	8	10	order	order	NOUN
cet-13814	8	11	to	to	PART
cet-13814	8	12	ease	ease	VERB
cet-13814	8	13	the	the	DET
cet-13814	8	14	optimization	optimization	NOUN
cet-13814	8	15	loop	loop	NOUN
cet-13814	8	16	.	.	PUNCT
cet-13814	9	1	during	during	ADP
cet-13814	9	2	the	the	DET
cet-13814	9	3	last	last	ADJ
cet-13814	9	4	decade	decade	NOUN
cet-13814	9	5	,	,	PUNCT
cet-13814	9	6	surrogate	surrogate	ADJ
cet-13814	9	7	modelling	modelling	NOUN
cet-13814	9	8	has	have	AUX
cet-13814	9	9	seen	see	VERB
cet-13814	9	10	renewed	renew	VERB
cet-13814	9	11	interest	interest	NOUN
cet-13814	9	12	for	for	ADP
cet-13814	9	13	this	this	DET
cet-13814	9	14	purpose	purpose	NOUN
cet-13814	9	15	in	in	ADP
cet-13814	9	16	chemical	chemical	NOUN
cet-13814	9	17	process	process	NOUN
cet-13814	9	18	engineering	engineering	NOUN
cet-13814	9	19	and	and	CCONJ
cet-13814	9	20	it	it	PRON
cet-13814	9	21	has	have	AUX
cet-13814	9	22	been	be	AUX
cet-13814	9	23	widely	widely	ADV
cet-13814	9	24	used	use	VERB
cet-13814	9	25	for	for	ADP
cet-13814	9	26	feasibility	feasibility	NOUN
cet-13814	9	27	analysis	analysis	NOUN
cet-13814	9	28	,	,	PUNCT
cet-13814	9	29	optimization	optimization	NOUN
cet-13814	9	30	and	and	CCONJ
cet-13814	9	31	optimal	optimal	ADJ
cet-13814	9	32	scheduling	scheduling	NOUN
cet-13814	9	33	.	.	PUNCT
cet-13814	10	1	in	in	ADP
cet-13814	10	2	this	this	DET
cet-13814	10	3	preliminary	preliminary	ADJ
cet-13814	10	4	study	study	NOUN
cet-13814	10	5	we	we	PRON
cet-13814	10	6	exploit	exploit	VERB
cet-13814	10	7	a	a	DET
cet-13814	10	8	surrogate	surrogate	ADJ
cet-13814	10	9	modelling	modelling	NOUN
cet-13814	10	10	approach	approach	NOUN
cet-13814	10	11	for	for	ADP
cet-13814	10	12	costs	cost	NOUN
cet-13814	10	13	and	and	CCONJ
cet-13814	10	14	emissions	emission	NOUN
cet-13814	10	15	calculation	calculation	NOUN
cet-13814	10	16	for	for	ADP
cet-13814	10	17	a	a	DET
cet-13814	10	18	simple	simple	ADJ
cet-13814	10	19	separation	separation	NOUN
cet-13814	10	20	process	process	NOUN
cet-13814	10	21	.	.	PUNCT
cet-13814	11	1	a	a	DET
cet-13814	11	2	distillation	distillation	NOUN
cet-13814	11	3	unit	unit	NOUN
cet-13814	11	4	is	be	AUX
cet-13814	11	5	simulated	simulate	VERB
cet-13814	11	6	by	by	ADP
cet-13814	11	7	means	mean	NOUN
cet-13814	11	8	of	of	ADP
cet-13814	11	9	prosimplus	prosimplus	ADJ
cet-13814	11	10	process	process	NOUN
cet-13814	11	11	simulator	simulator	NOUN
cet-13814	11	12	to	to	PART
cet-13814	11	13	retrieve	retrieve	VERB
cet-13814	11	14	a	a	DET
cet-13814	11	15	set	set	NOUN
cet-13814	11	16	of	of	ADP
cet-13814	11	17	physical	physical	ADJ
cet-13814	11	18	and	and	CCONJ
cet-13814	11	19	economic	economic	ADJ
cet-13814	11	20	data	datum	NOUN
cet-13814	11	21	over	over	ADP
cet-13814	11	22	the	the	DET
cet-13814	11	23	operating	operate	VERB
cet-13814	11	24	domain	domain	NOUN
cet-13814	11	25	of	of	ADP
cet-13814	11	26	interest	interest	NOUN
cet-13814	11	27	.	.	PUNCT
cet-13814	12	1	after	after	ADP
cet-13814	12	2	that	that	PRON
cet-13814	12	3	,	,	PUNCT
cet-13814	12	4	the	the	DET
cet-13814	12	5	sampling	sample	VERB
cet-13814	12	6	strategy	strategy	NOUN
cet-13814	12	7	is	be	AUX
cet-13814	12	8	selected	select	VERB
cet-13814	12	9	according	accord	VERB
cet-13814	12	10	to	to	ADP
cet-13814	12	11	the	the	DET
cet-13814	12	12	suggested	suggest	VERB
cet-13814	12	13	standards	standard	NOUN
cet-13814	12	14	and	and	CCONJ
cet-13814	12	15	adopted	adopt	VERB
cet-13814	12	16	to	to	PART
cet-13814	12	17	generate	generate	VERB
cet-13814	12	18	a	a	DET
cet-13814	12	19	surrogate	surrogate	ADJ
cet-13814	12	20	modelling	modelling	NOUN
cet-13814	12	21	with	with	ADP
cet-13814	12	22	a	a	DET
cet-13814	12	23	response	response	NOUN
cet-13814	12	24	surface	surface	NOUN
cet-13814	12	25	methodology	methodology	NOUN
cet-13814	12	26	approach	approach	NOUN
cet-13814	12	27	by	by	ADP
cet-13814	12	28	means	mean	NOUN
cet-13814	12	29	of	of	ADP
cet-13814	12	30	alamo	alamo	PROPN
cet-13814	12	31	software	software	PROPN
cet-13814	12	32	.	.	PUNCT
cet-13814	13	1	the	the	DET
cet-13814	13	2	output	output	NOUN
cet-13814	13	3	variable	variable	NOUN
cet-13814	13	4	of	of	ADP
cet-13814	13	5	interest	interest	NOUN
cet-13814	13	6	for	for	ADP
cet-13814	13	7	this	this	DET
cet-13814	13	8	study	study	NOUN
cet-13814	13	9	have	have	AUX
cet-13814	13	10	been	be	AUX
cet-13814	13	11	identified	identify	VERB
cet-13814	13	12	as	as	ADP
cet-13814	13	13	the	the	DET
cet-13814	13	14	unit	unit	NOUN
cet-13814	13	15	costs	cost	NOUN
cet-13814	13	16	and	and	CCONJ
cet-13814	13	17	the	the	DET
cet-13814	13	18	emissions	emission	NOUN
cet-13814	13	19	related	relate	VERB
cet-13814	13	20	to	to	ADP
cet-13814	13	21	the	the	DET
cet-13814	13	22	energy	energy	NOUN
cet-13814	13	23	consumption	consumption	NOUN
cet-13814	13	24	.	.	PUNCT
cet-13814	14	1	despite	despite	SCONJ
cet-13814	14	2	the	the	DET
cet-13814	14	3	complexity	complexity	NOUN
cet-13814	14	4	of	of	ADP
cet-13814	14	5	chemical	chemical	ADJ
cet-13814	14	6	equilibrium	equilibrium	NOUN
cet-13814	14	7	in	in	ADP
cet-13814	14	8	multistage	multistage	NOUN
cet-13814	14	9	units	unit	NOUN
cet-13814	14	10	,	,	PUNCT
cet-13814	14	11	the	the	DET
cet-13814	14	12	obtained	obtain	VERB
cet-13814	14	13	results	result	NOUN
cet-13814	14	14	show	show	VERB
cet-13814	14	15	good	good	ADJ
cet-13814	14	16	agreement	agreement	NOUN
cet-13814	14	17	with	with	ADP
cet-13814	14	18	those	those	PRON
cet-13814	14	19	generated	generate	VERB
cet-13814	14	20	by	by	ADP
cet-13814	14	21	the	the	DET
cet-13814	14	22	phenomenological	phenomenological	ADJ
cet-13814	14	23	models	model	NOUN
cet-13814	14	24	with	with	ADP
cet-13814	14	25	a	a	DET
cet-13814	14	26	computational	computational	ADJ
cet-13814	14	27	time	time	NOUN
cet-13814	14	28	whose	whose	DET
cet-13814	14	29	magnitude	magnitude	NOUN
cet-13814	14	30	is	be	AUX
cet-13814	14	31	two	two	NUM
cet-13814	14	32	orders	order	NOUN
cet-13814	14	33	lower	low	ADJ
cet-13814	14	34	.	.	PUNCT
cet-13814	15	1	in	in	ADP
cet-13814	15	2	conclusion	conclusion	NOUN
cet-13814	15	3	,	,	PUNCT
cet-13814	15	4	this	this	DET
cet-13814	15	5	methodology	methodology	NOUN
cet-13814	15	6	is	be	AUX
cet-13814	15	7	worth	worth	ADJ
cet-13814	15	8	deeper	deep	ADJ
cet-13814	15	9	studies	study	NOUN
cet-13814	15	10	in	in	ADP
cet-13814	15	11	order	order	NOUN
cet-13814	15	12	to	to	PART
cet-13814	15	13	be	be	AUX
cet-13814	15	14	exploited	exploit	VERB
cet-13814	15	15	for	for	ADP
cet-13814	15	16	more	more	ADJ
cet-13814	15	17	complex	complex	ADJ
cet-13814	15	18	systems	system	NOUN
cet-13814	15	19	and	and	CCONJ
cet-13814	15	20	have	have	VERB
cet-13814	15	21	even	even	ADV
cet-13814	15	22	more	more	ADJ
cet-13814	15	23	benefits	benefit	NOUN
cet-13814	15	24	with	with	ADP
cet-13814	15	25	the	the	DET
cet-13814	15	26	increasing	increase	VERB
cet-13814	15	27	complexity	complexity	NOUN
cet-13814	15	28	of	of	ADP
cet-13814	15	29	the	the	DET
cet-13814	15	30	case	case	NOUN
cet-13814	15	31	study	study	NOUN
cet-13814	15	32	when	when	SCONJ
cet-13814	15	33	coupling	couple	VERB
cet-13814	15	34	more	more	ADJ
cet-13814	15	35	units	unit	NOUN
cet-13814	15	36	in	in	ADP
cet-13814	15	37	different	different	ADJ
cet-13814	15	38	configurations	configuration	NOUN
cet-13814	15	39	.	.	PUNCT
cet-13814	16	1	1	1	X
cet-13814	16	2	.	.	X
cet-13814	16	3	introduction	introduction	NOUN
cet-13814	16	4	during	during	ADP
cet-13814	16	5	the	the	DET
cet-13814	16	6	last	last	ADJ
cet-13814	16	7	decade	decade	NOUN
cet-13814	16	8	,	,	PUNCT
cet-13814	16	9	the	the	DET
cet-13814	16	10	majority	majority	NOUN
cet-13814	16	11	of	of	ADP
cet-13814	16	12	the	the	DET
cet-13814	16	13	efforts	effort	NOUN
cet-13814	16	14	in	in	ADP
cet-13814	16	15	the	the	DET
cet-13814	16	16	research	research	NOUN
cet-13814	16	17	domain	domain	NOUN
cet-13814	16	18	are	be	AUX
cet-13814	16	19	focused	focus	VERB
cet-13814	16	20	on	on	ADP
cet-13814	16	21	the	the	DET
cet-13814	16	22	improvement	improvement	NOUN
cet-13814	16	23	of	of	ADP
cet-13814	16	24	computational	computational	ADJ
cet-13814	16	25	performances	performance	NOUN
cet-13814	16	26	and	and	CCONJ
cet-13814	16	27	artificial	artificial	ADJ
cet-13814	16	28	intelligence	intelligence	NOUN
cet-13814	16	29	in	in	ADP
cet-13814	16	30	order	order	NOUN
cet-13814	16	31	to	to	PART
cet-13814	16	32	deal	deal	VERB
cet-13814	16	33	with	with	ADP
cet-13814	16	34	the	the	DET
cet-13814	16	35	big	big	ADJ
cet-13814	16	36	data	data	NOUN
cet-13814	16	37	challenge	challenge	NOUN
cet-13814	16	38	.	.	PUNCT
cet-13814	17	1	in	in	ADP
cet-13814	17	2	chemical	chemical	NOUN
cet-13814	17	3	and	and	CCONJ
cet-13814	17	4	process	process	NOUN
cet-13814	17	5	engineering	engineer	VERB
cet-13814	17	6	one	one	NUM
cet-13814	17	7	of	of	ADP
cet-13814	17	8	the	the	DET
cet-13814	17	9	most	most	ADV
cet-13814	17	10	established	establish	VERB
cet-13814	17	11	tool	tool	NOUN
cet-13814	17	12	is	be	AUX
cet-13814	17	13	surrogate	surrogate	ADJ
cet-13814	17	14	modelling	modelling	NOUN
cet-13814	17	15	.	.	PUNCT
cet-13814	18	1	the	the	DET
cet-13814	18	2	main	main	ADJ
cet-13814	18	3	advantage	advantage	NOUN
cet-13814	18	4	of	of	ADP
cet-13814	18	5	this	this	DET
cet-13814	18	6	approach	approach	NOUN
cet-13814	18	7	on	on	ADP
cet-13814	18	8	chemical	chemical	NOUN
cet-13814	18	9	processes	process	NOUN
cet-13814	18	10	is	be	AUX
cet-13814	18	11	due	due	ADJ
cet-13814	18	12	to	to	ADP
cet-13814	18	13	the	the	DET
cet-13814	18	14	possibility	possibility	NOUN
cet-13814	18	15	to	to	PART
cet-13814	18	16	reduce	reduce	VERB
cet-13814	18	17	the	the	DET
cet-13814	18	18	computational	computational	ADJ
cet-13814	18	19	complexity	complexity	NOUN
cet-13814	18	20	of	of	ADP
cet-13814	18	21	non	non	ADJ
cet-13814	18	22	-	-	ADJ
cet-13814	18	23	linear	linear	ADJ
cet-13814	18	24	equations	equation	NOUN
cet-13814	18	25	involved	involve	VERB
cet-13814	18	26	both	both	PRON
cet-13814	18	27	in	in	ADP
cet-13814	18	28	unit	unit	NOUN
cet-13814	18	29	operations	operation	NOUN
cet-13814	18	30	and	and	CCONJ
cet-13814	18	31	in	in	ADP
cet-13814	18	32	thermodynamic	thermodynamic	ADJ
cet-13814	18	33	behaviour	behaviour	NOUN
cet-13814	18	34	models	model	NOUN
cet-13814	18	35	as	as	SCONJ
cet-13814	18	36	concerns	concern	NOUN
cet-13814	18	37	the	the	DET
cet-13814	18	38	operations	operation	NOUN
cet-13814	18	39	and	and	CCONJ
cet-13814	18	40	simulation	simulation	NOUN
cet-13814	18	41	as	as	ADV
cet-13814	18	42	well	well	ADV
cet-13814	18	43	as	as	ADP
cet-13814	18	44	the	the	DET
cet-13814	18	45	early	early	ADJ
cet-13814	18	46	feasibility	feasibility	NOUN
cet-13814	18	47	analysis	analysis	NOUN
cet-13814	18	48	phase	phase	NOUN
cet-13814	18	49	(	(	PUNCT
cet-13814	18	50	bhosekar	bhosekar	NOUN
cet-13814	18	51	and	and	CCONJ
cet-13814	18	52	ierapetritou	ierapetritou	ADJ
cet-13814	18	53	,	,	PUNCT
cet-13814	18	54	2018	2018	NUM
cet-13814	18	55	)	)	PUNCT
cet-13814	18	56	.	.	PUNCT
cet-13814	19	1	in	in	ADP
cet-13814	19	2	the	the	DET
cet-13814	19	3	last	last	ADJ
cet-13814	19	4	years	year	NOUN
cet-13814	19	5	,	,	PUNCT
cet-13814	19	6	several	several	ADJ
cet-13814	19	7	applications	application	NOUN
cet-13814	19	8	have	have	AUX
cet-13814	19	9	been	be	AUX
cet-13814	19	10	tested	test	VERB
cet-13814	19	11	on	on	ADP
cet-13814	19	12	process	process	NOUN
cet-13814	19	13	systems	system	NOUN
cet-13814	19	14	(	(	PUNCT
cet-13814	19	15	mcbride	mcbride	NOUN
cet-13814	19	16	and	and	CCONJ
cet-13814	19	17	sundmacher	sundmacher	NOUN
cet-13814	19	18	,	,	PUNCT
cet-13814	19	19	2019	2019	NUM
cet-13814	19	20	)	)	PUNCT
cet-13814	19	21	,	,	PUNCT
cet-13814	19	22	on	on	ADP
cet-13814	19	23	the	the	DET
cet-13814	19	24	demandside	demandside	NOUN
cet-13814	19	25	management	management	NOUN
cet-13814	19	26	part	part	NOUN
cet-13814	19	27	(	(	PUNCT
cet-13814	19	28	di	di	X
cet-13814	19	29	pretoro	pretoro	NOUN
cet-13814	19	30	et	et	PROPN
cet-13814	19	31	al	al	PROPN
cet-13814	19	32	.	.	PROPN
cet-13814	19	33	,	,	PUNCT
cet-13814	19	34	2022a	2022a	NUM
cet-13814	19	35	)	)	PUNCT
cet-13814	19	36	as	as	ADV
cet-13814	19	37	well	well	ADV
cet-13814	19	38	as	as	ADP
cet-13814	19	39	on	on	ADP
cet-13814	19	40	process	process	NOUN
cet-13814	19	41	dynamics	dynamic	NOUN
cet-13814	19	42	and	and	CCONJ
cet-13814	19	43	control	control	NOUN
cet-13814	19	44	(	(	PUNCT
cet-13814	19	45	di	di	X
cet-13814	19	46	pretoro	pretoro	PROPN
cet-13814	19	47	et	et	PROPN
cet-13814	19	48	al	al	PROPN
cet-13814	19	49	.	.	PROPN
cet-13814	19	50	,	,	PUNCT
cet-13814	19	51	2022b	2022b	NUM
cet-13814	19	52	)	)	PUNCT
cet-13814	19	53	.	.	PUNCT
cet-13814	20	1	based	base	VERB
cet-13814	20	2	on	on	ADP
cet-13814	20	3	these	these	DET
cet-13814	20	4	studies	study	NOUN
cet-13814	20	5	,	,	PUNCT
cet-13814	20	6	the	the	DET
cet-13814	20	7	main	main	ADJ
cet-13814	20	8	remark	remark	NOUN
cet-13814	20	9	concerning	concern	VERB
cet-13814	20	10	the	the	DET
cet-13814	20	11	effectiveness	effectiveness	NOUN
cet-13814	20	12	of	of	ADP
cet-13814	20	13	the	the	DET
cet-13814	20	14	modelling	modelling	ADJ
cet-13814	20	15	approach	approach	NOUN
cet-13814	20	16	in	in	ADP
cet-13814	20	17	almost	almost	ADV
cet-13814	20	18	all	all	PRON
cet-13814	20	19	cases	case	NOUN
cet-13814	20	20	refers	refer	VERB
cet-13814	20	21	to	to	ADP
cet-13814	20	22	the	the	DET
cet-13814	20	23	sampling	sample	VERB
cet-13814	20	24	strategies	strategy	NOUN
cet-13814	20	25	.	.	PUNCT
cet-13814	21	1	in	in	ADP
cet-13814	21	2	fact	fact	NOUN
cet-13814	21	3	,	,	PUNCT
cet-13814	21	4	the	the	DET
cet-13814	21	5	way	way	NOUN
cet-13814	21	6	the	the	DET
cet-13814	21	7	physical	physical	ADJ
cet-13814	21	8	systems	system	NOUN
cet-13814	21	9	values	value	NOUN
cet-13814	21	10	are	be	AUX
cet-13814	21	11	collected	collect	VERB
cet-13814	21	12	and	and	CCONJ
cet-13814	21	13	the	the	DET
cet-13814	21	14	size	size	NOUN
cet-13814	21	15	of	of	ADP
cet-13814	21	16	the	the	DET
cet-13814	21	17	dataset	dataset	NOUN
cet-13814	21	18	(	(	PUNCT
cet-13814	21	19	davis	davis	PROPN
cet-13814	21	20	et	et	PROPN
cet-13814	21	21	.	.	PUNCT
cet-13814	22	1	al	al	PROPN
cet-13814	22	2	,	,	PUNCT
cet-13814	22	3	2018	2018	NUM
cet-13814	22	4	)	)	PUNCT
cet-13814	22	5	before	before	ADP
cet-13814	22	6	the	the	DET
cet-13814	22	7	modelling	modelling	NOUN
cet-13814	22	8	step	step	NOUN
cet-13814	22	9	plays	play	VERB
cet-13814	22	10	a	a	DET
cet-13814	22	11	critical	critical	ADJ
cet-13814	22	12	role	role	NOUN
cet-13814	22	13	on	on	ADP
cet-13814	22	14	the	the	DET
cet-13814	22	15	obtained	obtain	VERB
cet-13814	22	16	model	model	NOUN
cet-13814	22	17	quality	quality	NOUN
cet-13814	22	18	.	.	PUNCT
cet-13814	23	1	a	a	DET
cet-13814	23	2	further	further	ADJ
cet-13814	23	3	enhancement	enhancement	NOUN
cet-13814	23	4	of	of	ADP
cet-13814	23	5	the	the	DET
cet-13814	23	6	model	model	NOUN
cet-13814	23	7	can	can	AUX
cet-13814	23	8	also	also	ADV
cet-13814	23	9	be	be	AUX
cet-13814	23	10	obtained	obtain	VERB
cet-13814	23	11	by	by	ADP
cet-13814	23	12	including	include	VERB
cet-13814	23	13	feasibility	feasibility	NOUN
cet-13814	23	14	constraints	constraint	NOUN
cet-13814	23	15	during	during	ADP
cet-13814	23	16	the	the	DET
cet-13814	23	17	design	design	NOUN
cet-13814	23	18	of	of	ADP
cet-13814	23	19	experiment	experiment	NOUN
cet-13814	23	20	generation	generation	NOUN
cet-13814	23	21	as	as	SCONJ
cet-13814	23	22	recently	recently	ADV
cet-13814	23	23	proved	prove	VERB
cet-13814	23	24	by	by	ADP
cet-13814	23	25	zinare	zinare	PROPN
cet-13814	23	26	mamo	mamo	PROPN
cet-13814	23	27	et	et	PROPN
cet-13814	23	28	al	al	PROPN
cet-13814	23	29	.	.	PROPN
cet-13814	24	1	(	(	PUNCT
cet-13814	24	2	2023	2023	NUM
cet-13814	24	3	)	)	PUNCT
cet-13814	24	4	.	.	PUNCT
cet-13814	25	1	one	one	NUM
cet-13814	25	2	of	of	ADP
cet-13814	25	3	the	the	DET
cet-13814	25	4	aspects	aspect	NOUN
cet-13814	25	5	that	that	PRON
cet-13814	25	6	still	still	ADV
cet-13814	25	7	lacks	lack	VERB
cet-13814	25	8	of	of	ADP
cet-13814	25	9	research	research	NOUN
cet-13814	25	10	results	result	NOUN
cet-13814	25	11	in	in	ADP
cet-13814	25	12	terms	term	NOUN
cet-13814	25	13	of	of	ADP
cet-13814	25	14	data	data	NOUN
cet-13814	25	15	-	-	PUNCT
cet-13814	25	16	driven	drive	VERB
cet-13814	25	17	modelling	modelling	NOUN
cet-13814	25	18	is	be	AUX
cet-13814	25	19	that	that	SCONJ
cet-13814	25	20	related	relate	VERB
cet-13814	25	21	to	to	ADP
cet-13814	25	22	environmental	environmental	ADJ
cet-13814	25	23	impact	impact	NOUN
cet-13814	25	24	and	and	CCONJ
cet-13814	25	25	process	process	NOUN
cet-13814	25	26	emissions	emission	NOUN
cet-13814	25	27	.	.	PUNCT
cet-13814	26	1	that	that	PRON
cet-13814	26	2	is	be	AUX
cet-13814	26	3	why	why	SCONJ
cet-13814	26	4	,	,	PUNCT
cet-13814	26	5	in	in	ADP
cet-13814	26	6	this	this	DET
cet-13814	26	7	work	work	NOUN
cet-13814	26	8	,	,	PUNCT
cet-13814	26	9	we	we	PRON
cet-13814	26	10	explore	explore	VERB
cet-13814	26	11	the	the	DET
cet-13814	26	12	possibility	possibility	NOUN
cet-13814	26	13	to	to	PART
cet-13814	26	14	model	model	VERB
cet-13814	26	15	energy	energy	NOUN
cet-13814	26	16	consumptions	consumption	NOUN
cet-13814	26	17	and	and	CCONJ
cet-13814	26	18	related	relate	VERB
cet-13814	26	19	451	451	NUM
cet-13814	26	20	mailto:alessandro.dipretoro@ensiacet.fr	mailto:alessandro.dipretoro@ensiacet.fr	PROPN
cet-13814	26	21	emissions	emission	NOUN
cet-13814	26	22	for	for	ADP
cet-13814	26	23	non	non	ADJ
cet-13814	26	24	-	-	ADJ
cet-13814	26	25	trivial	trivial	ADJ
cet-13814	26	26	process	process	NOUN
cet-13814	26	27	unit	unit	NOUN
cet-13814	26	28	operations	operation	NOUN
cet-13814	26	29	such	such	ADJ
cet-13814	26	30	as	as	ADP
cet-13814	26	31	distillation	distillation	NOUN
cet-13814	26	32	.	.	PUNCT
cet-13814	27	1	in	in	ADP
cet-13814	27	2	particular	particular	ADJ
cet-13814	27	3	,	,	PUNCT
cet-13814	27	4	both	both	PRON
cet-13814	27	5	an	an	DET
cet-13814	27	6	ideal	ideal	ADJ
cet-13814	27	7	mixture	mixture	NOUN
cet-13814	27	8	case	case	NOUN
cet-13814	27	9	study	study	NOUN
cet-13814	27	10	and	and	CCONJ
cet-13814	27	11	a	a	DET
cet-13814	27	12	more	more	ADV
cet-13814	27	13	complex	complex	ADJ
cet-13814	27	14	one	one	PRON
cet-13814	27	15	will	will	AUX
cet-13814	27	16	be	be	AUX
cet-13814	27	17	analyzed	analyze	VERB
cet-13814	27	18	by	by	ADP
cet-13814	27	19	coupling	couple	VERB
cet-13814	27	20	simulation	simulation	NOUN
cet-13814	27	21	,	,	PUNCT
cet-13814	27	22	coding	code	VERB
cet-13814	27	23	and	and	CCONJ
cet-13814	27	24	dedicated	dedicated	ADJ
cet-13814	27	25	modelling	model	VERB
cet-13814	27	26	commercial	commercial	ADJ
cet-13814	27	27	software	software	NOUN
cet-13814	27	28	in	in	ADP
cet-13814	27	29	order	order	NOUN
cet-13814	27	30	to	to	PART
cet-13814	27	31	assess	assess	VERB
cet-13814	27	32	the	the	DET
cet-13814	27	33	performances	performance	NOUN
cet-13814	27	34	of	of	ADP
cet-13814	27	35	technologies	technology	NOUN
cet-13814	27	36	that	that	PRON
cet-13814	27	37	are	be	AUX
cet-13814	27	38	already	already	ADV
cet-13814	27	39	available	available	ADJ
cet-13814	27	40	on	on	ADP
cet-13814	27	41	the	the	DET
cet-13814	27	42	market	market	NOUN
cet-13814	27	43	for	for	ADP
cet-13814	27	44	the	the	DET
cet-13814	27	45	users	user	NOUN
cet-13814	27	46	.	.	PUNCT
cet-13814	28	1	in	in	ADP
cet-13814	28	2	the	the	DET
cet-13814	28	3	following	follow	VERB
cet-13814	28	4	sections	section	NOUN
cet-13814	28	5	,	,	PUNCT
cet-13814	28	6	further	further	ADJ
cet-13814	28	7	details	detail	NOUN
cet-13814	28	8	about	about	ADP
cet-13814	28	9	the	the	DET
cet-13814	28	10	case	case	NOUN
cet-13814	28	11	study	study	NOUN
cet-13814	28	12	and	and	CCONJ
cet-13814	28	13	the	the	DET
cet-13814	28	14	proposed	propose	VERB
cet-13814	28	15	methodology	methodology	NOUN
cet-13814	28	16	are	be	AUX
cet-13814	28	17	respectively	respectively	ADV
cet-13814	28	18	described	describe	VERB
cet-13814	28	19	and	and	CCONJ
cet-13814	28	20	the	the	DET
cet-13814	28	21	obtained	obtain	VERB
cet-13814	28	22	outcome	outcome	NOUN
cet-13814	28	23	is	be	AUX
cet-13814	28	24	properly	properly	ADV
cet-13814	28	25	presented	present	VERB
cet-13814	28	26	and	and	CCONJ
cet-13814	28	27	commented	comment	VERB
cet-13814	28	28	to	to	PART
cet-13814	28	29	have	have	VERB
cet-13814	28	30	a	a	DET
cet-13814	28	31	complete	complete	ADJ
cet-13814	28	32	overview	overview	NOUN
cet-13814	28	33	about	about	ADP
cet-13814	28	34	advantages	advantage	NOUN
cet-13814	28	35	and	and	CCONJ
cet-13814	28	36	inconveniences	inconvenience	NOUN
cet-13814	28	37	of	of	ADP
cet-13814	28	38	the	the	DET
cet-13814	28	39	proposed	propose	VERB
cet-13814	28	40	approach	approach	NOUN
cet-13814	28	41	.	.	PUNCT
cet-13814	29	1	2	2	X
cet-13814	29	2	.	.	X
cet-13814	29	3	case	case	NOUN
cet-13814	29	4	studies	study	NOUN
cet-13814	29	5	in	in	ADP
cet-13814	29	6	this	this	DET
cet-13814	29	7	research	research	NOUN
cet-13814	29	8	work	work	NOUN
cet-13814	29	9	two	two	NUM
cet-13814	29	10	case	case	NOUN
cet-13814	29	11	studies	study	NOUN
cet-13814	29	12	(	(	PUNCT
cet-13814	29	13	cf	cf	NOUN
cet-13814	29	14	figure	figure	NOUN
cet-13814	29	15	1	1	NUM
cet-13814	29	16	)	)	PUNCT
cet-13814	29	17	of	of	ADP
cet-13814	29	18	increasing	increase	VERB
cet-13814	29	19	complexity	complexity	NOUN
cet-13814	29	20	will	will	AUX
cet-13814	29	21	be	be	AUX
cet-13814	29	22	discussed	discuss	VERB
cet-13814	29	23	in	in	ADP
cet-13814	29	24	order	order	NOUN
cet-13814	29	25	to	to	PART
cet-13814	29	26	compare	compare	VERB
cet-13814	29	27	the	the	DET
cet-13814	29	28	same	same	ADJ
cet-13814	29	29	methodology	methodology	NOUN
cet-13814	29	30	under	under	ADP
cet-13814	29	31	the	the	DET
cet-13814	29	32	perspective	perspective	NOUN
cet-13814	29	33	of	of	ADP
cet-13814	29	34	different	different	ADJ
cet-13814	29	35	computational	computational	ADJ
cet-13814	29	36	performances	performance	NOUN
cet-13814	29	37	.	.	PUNCT
cet-13814	30	1	further	further	ADJ
cet-13814	30	2	details	detail	NOUN
cet-13814	30	3	concerning	concern	VERB
cet-13814	30	4	operating	operating	NOUN
cet-13814	30	5	parameters	parameter	NOUN
cet-13814	30	6	and	and	CCONJ
cet-13814	30	7	product	product	NOUN
cet-13814	30	8	specifications	specification	NOUN
cet-13814	30	9	are	be	AUX
cet-13814	30	10	discussed	discuss	VERB
cet-13814	30	11	in	in	ADP
cet-13814	30	12	the	the	DET
cet-13814	30	13	corresponding	correspond	VERB
cet-13814	30	14	subsections	subsection	NOUN
cet-13814	30	15	here	here	ADV
cet-13814	30	16	below	below	ADV
cet-13814	30	17	in	in	ADP
cet-13814	30	18	order	order	NOUN
cet-13814	30	19	to	to	PART
cet-13814	30	20	provide	provide	VERB
cet-13814	30	21	a	a	DET
cet-13814	30	22	complete	complete	ADJ
cet-13814	30	23	overview	overview	NOUN
cet-13814	30	24	of	of	ADP
cet-13814	30	25	the	the	DET
cet-13814	30	26	systems	system	NOUN
cet-13814	30	27	under	under	ADP
cet-13814	30	28	analysis	analysis	NOUN
cet-13814	30	29	.	.	PUNCT
cet-13814	31	1	figure	figure	NOUN
cet-13814	31	2	1	1	NUM
cet-13814	31	3	:	:	PUNCT
cet-13814	31	4	a	a	X
cet-13814	31	5	)	)	PUNCT
cet-13814	31	6	ideal	ideal	ADJ
cet-13814	31	7	mixture	mixture	NOUN
cet-13814	31	8	distillation	distillation	NOUN
cet-13814	31	9	column	column	NOUN
cet-13814	31	10	b	b	X
cet-13814	31	11	)	)	PUNCT
cet-13814	31	12	non	non	ADJ
cet-13814	31	13	-	-	ADJ
cet-13814	31	14	ideal	ideal	ADJ
cet-13814	31	15	mixture	mixture	NOUN
cet-13814	31	16	distillation	distillation	NOUN
cet-13814	31	17	train	train	VERB
cet-13814	31	18	2.1	2.1	NUM
cet-13814	31	19	ideal	ideal	ADJ
cet-13814	31	20	mixture	mixture	NOUN
cet-13814	31	21	distillation	distillation	NOUN
cet-13814	31	22	the	the	DET
cet-13814	31	23	first	first	ADJ
cet-13814	31	24	case	case	NOUN
cet-13814	31	25	study	study	NOUN
cet-13814	31	26	is	be	AUX
cet-13814	31	27	based	base	VERB
cet-13814	31	28	on	on	ADP
cet-13814	31	29	the	the	DET
cet-13814	31	30	example	example	NOUN
cet-13814	31	31	proposed	propose	VERB
cet-13814	31	32	by	by	ADP
cet-13814	31	33	di	di	PROPN
cet-13814	31	34	pretoro	pretoro	PROPN
cet-13814	31	35	et	et	PROPN
cet-13814	31	36	al	al	PROPN
cet-13814	31	37	.	.	PROPN
cet-13814	32	1	(	(	PUNCT
cet-13814	32	2	2019	2019	NUM
cet-13814	32	3	)	)	PUNCT
cet-13814	32	4	for	for	ADP
cet-13814	32	5	the	the	DET
cet-13814	32	6	butane	butane	NOUN
cet-13814	32	7	–	–	PUNCT
cet-13814	32	8	pentane	pentane	NOUN
cet-13814	32	9	mixture	mixture	NOUN
cet-13814	32	10	separation	separation	NOUN
cet-13814	32	11	.	.	PUNCT
cet-13814	33	1	it	it	PRON
cet-13814	33	2	is	be	AUX
cet-13814	33	3	an	an	DET
cet-13814	33	4	ideal	ideal	ADJ
cet-13814	33	5	distillation	distillation	NOUN
cet-13814	33	6	operation	operation	NOUN
cet-13814	33	7	whose	whose	DET
cet-13814	33	8	main	main	ADJ
cet-13814	33	9	purpose	purpose	NOUN
cet-13814	33	10	is	be	AUX
cet-13814	33	11	to	to	PART
cet-13814	33	12	obtain	obtain	VERB
cet-13814	33	13	the	the	DET
cet-13814	33	14	two	two	NUM
cet-13814	33	15	components	component	NOUN
cet-13814	33	16	at	at	ADP
cet-13814	33	17	the	the	DET
cet-13814	33	18	desired	desire	VERB
cet-13814	33	19	purity	purity	NOUN
cet-13814	33	20	.	.	PUNCT
cet-13814	34	1	the	the	DET
cet-13814	34	2	light	light	ADJ
cet-13814	34	3	impurities	impurity	NOUN
cet-13814	34	4	traces	trace	NOUN
cet-13814	34	5	are	be	AUX
cet-13814	34	6	removed	remove	VERB
cet-13814	34	7	along	along	ADP
cet-13814	34	8	with	with	ADP
cet-13814	34	9	the	the	DET
cet-13814	34	10	distillate	distillate	ADJ
cet-13814	34	11	stream	stream	NOUN
cet-13814	34	12	and	and	CCONJ
cet-13814	34	13	the	the	DET
cet-13814	34	14	selected	select	VERB
cet-13814	34	15	thermodynamic	thermodynamic	ADJ
cet-13814	34	16	model	model	NOUN
cet-13814	34	17	is	be	AUX
cet-13814	34	18	soave	soave	NOUN
cet-13814	34	19	–	–	PUNCT
cet-13814	34	20	redlich	redlich	NOUN
cet-13814	34	21	–	–	PUNCT
cet-13814	34	22	kwong	kwong	NOUN
cet-13814	34	23	.	.	PUNCT
cet-13814	35	1	the	the	DET
cet-13814	35	2	feed	feed	NOUN
cet-13814	35	3	stream	stream	NOUN
cet-13814	35	4	properties	property	NOUN
cet-13814	35	5	,	,	PUNCT
cet-13814	35	6	operating	operating	NOUN
cet-13814	35	7	parameters	parameter	NOUN
cet-13814	35	8	and	and	CCONJ
cet-13814	35	9	specifications	specification	NOUN
cet-13814	35	10	are	be	AUX
cet-13814	35	11	listed	list	VERB
cet-13814	35	12	in	in	ADP
cet-13814	35	13	detail	detail	NOUN
cet-13814	35	14	in	in	ADP
cet-13814	35	15	table	table	NOUN
cet-13814	35	16	1	1	NUM
cet-13814	35	17	while	while	SCONJ
cet-13814	35	18	the	the	DET
cet-13814	35	19	specifications	specification	NOUN
cet-13814	35	20	,	,	PUNCT
cet-13814	35	21	both	both	PRON
cet-13814	35	22	related	relate	VERB
cet-13814	35	23	to	to	ADP
cet-13814	35	24	the	the	DET
cet-13814	35	25	bottom	bottom	ADJ
cet-13814	35	26	product	product	NOUN
cet-13814	35	27	stream	stream	NOUN
cet-13814	35	28	,	,	PUNCT
cet-13814	35	29	are	be	AUX
cet-13814	35	30	butane	butane	NOUN
cet-13814	35	31	molar	molar	ADJ
cet-13814	35	32	fraction	fraction	NOUN
cet-13814	35	33	equal	equal	ADJ
cet-13814	35	34	to	to	ADP
cet-13814	35	35	0.01786	0.01786	NUM
cet-13814	35	36	and	and	CCONJ
cet-13814	35	37	0.97	0.97	NUM
cet-13814	35	38	pentane	pentane	NOUN
cet-13814	35	39	recovery	recovery	NOUN
cet-13814	35	40	ratio	ratio	NOUN
cet-13814	35	41	respectively	respectively	ADV
cet-13814	35	42	.	.	PUNCT
cet-13814	36	1	table	table	NOUN
cet-13814	36	2	1	1	NUM
cet-13814	36	3	:	:	PUNCT
cet-13814	36	4	process	process	NOUN
cet-13814	36	5	and	and	CCONJ
cet-13814	36	6	variable	variable	NOUN
cet-13814	36	7	*	*	NOUN
cet-13814	36	8	parameters	parameter	NOUN
cet-13814	36	9	for	for	ADP
cet-13814	36	10	the	the	DET
cet-13814	36	11	butane	butane	NOUN
cet-13814	36	12	-	-	PUNCT
cet-13814	36	13	pentane	pentane	NOUN
cet-13814	36	14	separation	separation	NOUN
cet-13814	36	15	variable	variable	ADJ
cet-13814	36	16	symbol	symbol	NOUN
cet-13814	36	17	value	value	NOUN
cet-13814	36	18	unit	unit	NOUN
cet-13814	36	19	min	min	PROPN
cet-13814	36	20	value	value	PROPN
cet-13814	36	21	max	max	PROPN
cet-13814	36	22	value	value	NOUN
cet-13814	36	23	discretization	discretization	NOUN
cet-13814	36	24	pentane	pentane	NOUN
cet-13814	36	25	feed	feed	NOUN
cet-13814	36	26	flowrate	flowrate	ADJ
cet-13814	36	27	(	(	PUNCT
cet-13814	36	28	hk	hk	NOUN
cet-13814	36	29	)	)	PUNCT
cet-13814	36	30	*	*	PUNCT
cet-13814	36	31	f5	f5	VERB
cet-13814	36	32	2.743	2.743	NUM
cet-13814	36	33	mol	mol	NOUN
cet-13814	36	34	/	/	SYM
cet-13814	36	35	s	s	PART
cet-13814	36	36	2.469	2.469	NUM
cet-13814	36	37	3.017	3.017	NUM
cet-13814	36	38	0.1	0.1	NUM
cet-13814	36	39	%	%	NOUN
cet-13814	36	40	butane	butane	NOUN
cet-13814	36	41	feed	feed	NOUN
cet-13814	36	42	flowrate	flowrate	ADJ
cet-13814	36	43	(	(	PUNCT
cet-13814	36	44	lk	lk	NOUN
cet-13814	36	45	)	)	PUNCT
cet-13814	36	46	*	*	PUNCT
cet-13814	37	1	f4	f4	NUM
cet-13814	37	2	6.863	6.863	NUM
cet-13814	37	3	mol	mol	NOUN
cet-13814	37	4	/	/	SYM
cet-13814	37	5	s	s	PART
cet-13814	37	6	6.177	6.177	NUM
cet-13814	37	7	7.549	7.549	NUM
cet-13814	37	8	0.1	0.1	NUM
cet-13814	37	9	%	%	NOUN
cet-13814	37	10	propane	propane	NOUN
cet-13814	37	11	feed	feed	NOUN
cet-13814	37	12	flowrate	flowrate	ADJ
cet-13814	37	13	f3	f3	PROPN
cet-13814	37	14	0.053	0.053	NUM
cet-13814	37	15	mol	mol	NOUN
cet-13814	37	16	/	/	SYM
cet-13814	37	17	s	s	PART
cet-13814	37	18	propylene	propylene	NOUN
cet-13814	37	19	feed	feed	NOUN
cet-13814	37	20	flowrate	flowrate	ADJ
cet-13814	37	21	f3=	f3=	NOUN
cet-13814	37	22	0.055	0.055	NUM
cet-13814	37	23	mol	mol	ADP
cet-13814	37	24	/	/	SYM
cet-13814	37	25	s	s	PART
cet-13814	37	26	feed	feed	NOUN
cet-13814	37	27	temperature	temperature	NOUN
cet-13814	37	28	ft	ft	PRON
cet-13814	37	29	bubble	bubble	NOUN
cet-13814	37	30	k	k	PROPN
cet-13814	37	31	feed	feed	NOUN
cet-13814	37	32	pressure	pressure	NOUN
cet-13814	37	33	fp	fp	PROPN
cet-13814	37	34	15	15	NUM
cet-13814	37	35	▪	▪	NUM
cet-13814	37	36	105	105	NUM
cet-13814	37	37	pa	pa	NOUN
cet-13814	37	38	number	number	NOUN
cet-13814	37	39	of	of	ADP
cet-13814	37	40	trays	tray	NOUN
cet-13814	37	41	(	(	PUNCT
cet-13814	37	42	feed	feed	NOUN
cet-13814	37	43	)	)	PUNCT
cet-13814	37	44	n	n	PRON
cet-13814	37	45	20	20	NUM
cet-13814	37	46	(	(	PUNCT
cet-13814	37	47	10	10	NUM
cet-13814	37	48	)	)	PUNCT
cet-13814	37	49	/	/	SYM
cet-13814	37	50	column	column	NOUN
cet-13814	37	51	top	top	ADJ
cet-13814	37	52	pressure	pressure	NOUN
cet-13814	37	53	p	p	NOUN
cet-13814	37	54	4	4	NUM
cet-13814	37	55	▪	▪	NUM
cet-13814	37	56	105	105	NUM
cet-13814	37	57	pa	pa	PROPN
cet-13814	37	58	2.2	2.2	NUM
cet-13814	37	59	non	non	ADJ
cet-13814	37	60	-	-	ADJ
cet-13814	37	61	ideal	ideal	ADJ
cet-13814	37	62	mixture	mixture	NOUN
cet-13814	37	63	distillation	distillation	NOUN
cet-13814	37	64	the	the	DET
cet-13814	37	65	second	second	ADJ
cet-13814	37	66	case	case	NOUN
cet-13814	37	67	study	study	NOUN
cet-13814	37	68	is	be	AUX
cet-13814	37	69	based	base	VERB
cet-13814	37	70	on	on	ADP
cet-13814	37	71	the	the	DET
cet-13814	37	72	distillation	distillation	NOUN
cet-13814	37	73	train	train	NOUN
cet-13814	37	74	example	example	NOUN
cet-13814	37	75	proposed	propose	VERB
cet-13814	37	76	by	by	ADP
cet-13814	37	77	di	di	PROPN
cet-13814	37	78	pretoro	pretoro	PROPN
cet-13814	37	79	et	et	PROPN
cet-13814	37	80	al	al	PROPN
cet-13814	37	81	.	.	PROPN
cet-13814	38	1	(	(	PUNCT
cet-13814	38	2	2020	2020	NUM
cet-13814	38	3	)	)	PUNCT
cet-13814	38	4	for	for	ADP
cet-13814	38	5	the	the	DET
cet-13814	38	6	non	non	ADJ
cet-13814	38	7	-	-	ADJ
cet-13814	38	8	ideal	ideal	ADJ
cet-13814	38	9	acetone	acetone	NOUN
cet-13814	38	10	–	–	PUNCT
cet-13814	38	11	butanol	butanol	NOUN
cet-13814	38	12	–	–	PUNCT
cet-13814	38	13	ethanol	ethanol	NOUN
cet-13814	38	14	and	and	CCONJ
cet-13814	38	15	water	water	NOUN
cet-13814	38	16	mixture	mixture	NOUN
cet-13814	38	17	.	.	PUNCT
cet-13814	39	1	in	in	ADP
cet-13814	39	2	particular	particular	ADJ
cet-13814	39	3	,	,	PUNCT
cet-13814	39	4	as	as	SCONJ
cet-13814	39	5	discussed	discuss	VERB
cet-13814	39	6	in	in	ADP
cet-13814	39	7	the	the	DET
cet-13814	39	8	referred	refer	VERB
cet-13814	39	9	publication	publication	NOUN
cet-13814	39	10	,	,	PUNCT
cet-13814	39	11	the	the	DET
cet-13814	39	12	first	first	ADJ
cet-13814	39	13	column	column	NOUN
cet-13814	39	14	is	be	AUX
cet-13814	39	15	the	the	DET
cet-13814	39	16	one	one	NOUN
cet-13814	39	17	affected	affect	VERB
cet-13814	39	18	by	by	ADP
cet-13814	39	19	the	the	DET
cet-13814	39	20	most	most	ADV
cet-13814	39	21	relevant	relevant	ADJ
cet-13814	39	22	perturbations	perturbation	NOUN
cet-13814	39	23	in	in	ADP
cet-13814	39	24	terms	term	NOUN
cet-13814	39	25	of	of	ADP
cet-13814	39	26	operating	operating	NOUN
cet-13814	39	27	conditions	condition	NOUN
cet-13814	39	28	.	.	PUNCT
cet-13814	40	1	452	452	NUM
cet-13814	40	2	therefore	therefore	ADV
cet-13814	40	3	,	,	PUNCT
cet-13814	40	4	this	this	DET
cet-13814	40	5	study	study	NOUN
cet-13814	40	6	will	will	AUX
cet-13814	40	7	only	only	ADV
cet-13814	40	8	focus	focus	VERB
cet-13814	40	9	on	on	ADP
cet-13814	40	10	it	it	PRON
cet-13814	40	11	to	to	PART
cet-13814	40	12	ease	ease	VERB
cet-13814	40	13	both	both	PRON
cet-13814	40	14	the	the	DET
cet-13814	40	15	modelling	modelling	NOUN
cet-13814	40	16	and	and	CCONJ
cet-13814	40	17	the	the	DET
cet-13814	40	18	analysis	analysis	NOUN
cet-13814	40	19	steps	step	NOUN
cet-13814	40	20	.	.	PUNCT
cet-13814	41	1	for	for	ADP
cet-13814	41	2	this	this	DET
cet-13814	41	3	example	example	NOUN
cet-13814	41	4	,	,	PUNCT
cet-13814	41	5	the	the	DET
cet-13814	41	6	nrtl	nrtl	ADJ
cet-13814	41	7	thermodynamic	thermodynamic	ADJ
cet-13814	41	8	model	model	NOUN
cet-13814	41	9	was	be	AUX
cet-13814	41	10	used	use	VERB
cet-13814	41	11	to	to	PART
cet-13814	41	12	take	take	VERB
cet-13814	41	13	into	into	ADP
cet-13814	41	14	account	account	NOUN
cet-13814	41	15	non	non	ADJ
cet-13814	41	16	-	-	ADJ
cet-13814	41	17	ideal	ideal	ADJ
cet-13814	41	18	behaviour	behaviour	NOUN
cet-13814	41	19	between	between	ADP
cet-13814	41	20	water	water	NOUN
cet-13814	41	21	and	and	CCONJ
cet-13814	41	22	alcohols	alcohol	NOUN
cet-13814	41	23	.	.	PUNCT
cet-13814	42	1	all	all	DET
cet-13814	42	2	related	related	ADJ
cet-13814	42	3	parameters	parameter	NOUN
cet-13814	42	4	are	be	AUX
cet-13814	42	5	listed	list	VERB
cet-13814	42	6	in	in	ADP
cet-13814	42	7	table	table	NOUN
cet-13814	42	8	2	2	NUM
cet-13814	42	9	while	while	SCONJ
cet-13814	42	10	the	the	DET
cet-13814	42	11	specifications	specification	NOUN
cet-13814	42	12	for	for	ADP
cet-13814	42	13	the	the	DET
cet-13814	42	14	n	n	CCONJ
cet-13814	42	15	-	-	PUNCT
cet-13814	42	16	butanol	butanol	NOUN
cet-13814	42	17	product	product	NOUN
cet-13814	42	18	purity	purity	NOUN
cet-13814	42	19	are	be	AUX
cet-13814	42	20	0.99	0.99	NUM
cet-13814	42	21	mass	mass	NOUN
cet-13814	42	22	fraction	fraction	NOUN
cet-13814	42	23	and	and	CCONJ
cet-13814	42	24	0.9604	0.9604	NUM
cet-13814	42	25	recovery	recovery	NOUN
cet-13814	42	26	ratio	ratio	NOUN
cet-13814	42	27	.	.	PUNCT
cet-13814	43	1	table	table	NOUN
cet-13814	43	2	2	2	NUM
cet-13814	43	3	:	:	PUNCT
cet-13814	43	4	process	process	NOUN
cet-13814	43	5	and	and	CCONJ
cet-13814	43	6	variable	variable	NOUN
cet-13814	43	7	*	*	NOUN
cet-13814	43	8	parameters	parameter	NOUN
cet-13814	43	9	for	for	ADP
cet-13814	43	10	the	the	DET
cet-13814	43	11	abe	abe	PROPN
cet-13814	43	12	/	/	SYM
cet-13814	43	13	w	w	NOUN
cet-13814	43	14	mixture	mixture	NOUN
cet-13814	43	15	variable	variable	ADJ
cet-13814	43	16	symbol	symbol	NOUN
cet-13814	43	17	value	value	NOUN
cet-13814	43	18	unit	unit	NOUN
cet-13814	43	19	min	min	PROPN
cet-13814	43	20	value	value	PROPN
cet-13814	43	21	max	max	PROPN
cet-13814	43	22	value	value	NOUN
cet-13814	43	23	discretization	discretization	NOUN
cet-13814	43	24	acetone	acetone	NOUN
cet-13814	43	25	feed	feed	NOUN
cet-13814	43	26	flowrate	flowrate	ADJ
cet-13814	43	27	fa	fa	PROPN
cet-13814	43	28	12.030	12.030	NUM
cet-13814	43	29	mol	mol	NOUN
cet-13814	43	30	/	/	SYM
cet-13814	43	31	s	s	PART
cet-13814	43	32	n	n	CCONJ
cet-13814	43	33	-	-	PUNCT
cet-13814	43	34	butanol	butanol	NOUN
cet-13814	43	35	feed	feed	NOUN
cet-13814	43	36	flowrate	flowrate	ADJ
cet-13814	43	37	*	*	PUNCT
cet-13814	43	38	fb	fb	NOUN
cet-13814	43	39	61.328	61.328	NUM
cet-13814	43	40	mol	mol	NOUN
cet-13814	43	41	/	/	SYM
cet-13814	43	42	s	s	PART
cet-13814	43	43	55.195	55.195	NUM
cet-13814	43	44	67.461	67.461	NUM
cet-13814	43	45	0.01	0.01	NUM
cet-13814	43	46	%	%	NOUN
cet-13814	43	47	ethanol	ethanol	NOUN
cet-13814	43	48	feed	feed	NOUN
cet-13814	43	49	flowrate	flowrate	ADJ
cet-13814	43	50	fe	fe	X
cet-13814	43	51	3.839	3.839	NUM
cet-13814	43	52	mol	mol	PROPN
cet-13814	43	53	/	/	SYM
cet-13814	43	54	s	s	PART
cet-13814	43	55	water	water	NOUN
cet-13814	43	56	feed	feed	NOUN
cet-13814	43	57	flowrate	flowrate	ADJ
cet-13814	43	58	*	*	SYM
cet-13814	43	59	fw	fw	PROPN
cet-13814	43	60	12.428	12.428	NUM
cet-13814	43	61	mol	mol	NOUN
cet-13814	43	62	/	/	SYM
cet-13814	43	63	s	s	PART
cet-13814	43	64	11.185	11.185	NUM
cet-13814	43	65	13.671	13.671	NUM
cet-13814	43	66	0.01	0.01	NUM
cet-13814	43	67	%	%	NOUN
cet-13814	43	68	feed	feed	NOUN
cet-13814	43	69	temperature	temperature	NOUN
cet-13814	43	70	ft2	ft2	PROPN
cet-13814	43	71	361.26	361.26	NUM
cet-13814	43	72	k	k	PROPN
cet-13814	43	73	feed	feed	NOUN
cet-13814	43	74	pressure	pressure	NOUN
cet-13814	43	75	fp2	fp2	PROPN
cet-13814	43	76	1.013	1.013	NUM
cet-13814	43	77	▪	▪	NUM
cet-13814	43	78	105	105	NUM
cet-13814	43	79	pa	pa	NOUN
cet-13814	43	80	number	number	NOUN
cet-13814	43	81	of	of	ADP
cet-13814	43	82	trays	tray	NOUN
cet-13814	43	83	(	(	PUNCT
cet-13814	43	84	feed	feed	NOUN
cet-13814	43	85	)	)	PUNCT
cet-13814	43	86	n2	n2	NOUN
cet-13814	43	87	16	16	NUM
cet-13814	43	88	(	(	PUNCT
cet-13814	43	89	10	10	NUM
cet-13814	43	90	)	)	PUNCT
cet-13814	43	91	/	/	SYM
cet-13814	43	92	column	column	NOUN
cet-13814	43	93	top	top	ADJ
cet-13814	43	94	pressure	pressure	NOUN
cet-13814	43	95	p2	p2	VERB
cet-13814	43	96	1.013	1.013	NUM
cet-13814	43	97	▪	▪	NUM
cet-13814	43	98	105	105	NUM
cet-13814	43	99	pa	pa	PROPN
cet-13814	43	100	3	3	NUM
cet-13814	43	101	.	.	PUNCT
cet-13814	43	102	methodology	methodology	PROPN
cet-13814	43	103	3.1	3.1	NUM
cet-13814	43	104	unit	unit	NOUN
cet-13814	43	105	simulation	simulation	NOUN
cet-13814	43	106	and	and	CCONJ
cet-13814	43	107	sampling	sample	VERB
cet-13814	43	108	the	the	DET
cet-13814	43	109	distillation	distillation	NOUN
cet-13814	43	110	units	unit	NOUN
cet-13814	43	111	have	have	AUX
cet-13814	43	112	been	be	AUX
cet-13814	43	113	modelled	model	VERB
cet-13814	43	114	in	in	ADP
cet-13814	43	115	both	both	DET
cet-13814	43	116	cases	case	NOUN
cet-13814	43	117	by	by	ADP
cet-13814	43	118	the	the	DET
cet-13814	43	119	standard	standard	ADJ
cet-13814	43	120	distillation	distillation	NOUN
cet-13814	43	121	module	module	NOUN
cet-13814	43	122	available	available	ADJ
cet-13814	43	123	in	in	ADP
cet-13814	43	124	prosim	prosim	NOUN
cet-13814	43	125	process	process	NOUN
cet-13814	43	126	simulator	simulator	NOUN
cet-13814	43	127	over	over	ADP
cet-13814	43	128	the	the	DET
cet-13814	43	129	entire	entire	ADJ
cet-13814	43	130	uncertain	uncertain	ADJ
cet-13814	43	131	domain	domain	NOUN
cet-13814	43	132	by	by	ADP
cet-13814	43	133	means	mean	NOUN
cet-13814	43	134	of	of	ADP
cet-13814	43	135	the	the	DET
cet-13814	43	136	sensitivity	sensitivity	NOUN
cet-13814	43	137	analysis	analysis	NOUN
cet-13814	43	138	tool	tool	NOUN
cet-13814	43	139	.	.	PUNCT
cet-13814	44	1	after	after	ADP
cet-13814	44	2	each	each	DET
cet-13814	44	3	run	run	NOUN
cet-13814	44	4	,	,	PUNCT
cet-13814	44	5	the	the	DET
cet-13814	44	6	obtained	obtain	VERB
cet-13814	44	7	results	result	NOUN
cet-13814	44	8	were	be	AUX
cet-13814	44	9	stored	store	VERB
cet-13814	44	10	in	in	ADP
cet-13814	44	11	a	a	DET
cet-13814	44	12	.csv	.csv	ADJ
cet-13814	44	13	file	file	NOUN
cet-13814	44	14	that	that	PRON
cet-13814	44	15	is	be	AUX
cet-13814	44	16	then	then	ADV
cet-13814	44	17	imported	import	VERB
cet-13814	44	18	in	in	ADP
cet-13814	44	19	matlab	matlab	PROPN
cet-13814	44	20	for	for	ADP
cet-13814	44	21	the	the	DET
cet-13814	44	22	sampling	sample	VERB
cet-13814	44	23	step	step	NOUN
cet-13814	44	24	.	.	PUNCT
cet-13814	45	1	however	however	ADV
cet-13814	45	2	,	,	PUNCT
cet-13814	45	3	before	before	ADP
cet-13814	45	4	performing	perform	VERB
cet-13814	45	5	the	the	DET
cet-13814	45	6	doe	doe	NOUN
cet-13814	45	7	phase	phase	NOUN
cet-13814	45	8	,	,	PUNCT
cet-13814	45	9	the	the	DET
cet-13814	45	10	total	total	ADJ
cet-13814	45	11	energy	energy	NOUN
cet-13814	45	12	consumption	consumption	NOUN
cet-13814	45	13	of	of	ADP
cet-13814	45	14	the	the	DET
cet-13814	45	15	system	system	NOUN
cet-13814	45	16	is	be	AUX
cet-13814	45	17	assessed	assess	VERB
cet-13814	45	18	and	and	CCONJ
cet-13814	45	19	converted	convert	VERB
cet-13814	45	20	into	into	ADP
cet-13814	45	21	the	the	DET
cet-13814	45	22	associated	associated	ADJ
cet-13814	45	23	emissions	emission	NOUN
cet-13814	45	24	.	.	PUNCT
cet-13814	46	1	for	for	ADP
cet-13814	46	2	this	this	DET
cet-13814	46	3	case	case	NOUN
cet-13814	46	4	study	study	NOUN
cet-13814	46	5	,	,	PUNCT
cet-13814	46	6	the	the	DET
cet-13814	46	7	selected	select	VERB
cet-13814	46	8	environmental	environmental	ADJ
cet-13814	46	9	impact	impact	NOUN
cet-13814	46	10	indicator	indicator	NOUN
cet-13814	46	11	is	be	AUX
cet-13814	46	12	the	the	DET
cet-13814	46	13	global	global	ADJ
cet-13814	46	14	warming	warm	VERB
cet-13814	46	15	potential	potential	NOUN
cet-13814	46	16	(	(	PUNCT
cet-13814	46	17	gwp	gwp	NOUN
cet-13814	46	18	)	)	PUNCT
cet-13814	46	19	whose	whose	DET
cet-13814	46	20	unit	unit	NOUN
cet-13814	46	21	is	be	AUX
cet-13814	46	22	the	the	DET
cet-13814	46	23	kg	kg	NOUN
cet-13814	46	24	-	-	PUNCT
cet-13814	46	25	eqco2	eqco2	NOUN
cet-13814	46	26	.	.	PUNCT
cet-13814	47	1	for	for	ADP
cet-13814	47	2	the	the	DET
cet-13814	47	3	particular	particular	ADJ
cet-13814	47	4	case	case	NOUN
cet-13814	47	5	of	of	ADP
cet-13814	47	6	distillation	distillation	NOUN
cet-13814	47	7	units	unit	NOUN
cet-13814	47	8	,	,	PUNCT
cet-13814	47	9	its	its	PRON
cet-13814	47	10	value	value	NOUN
cet-13814	47	11	is	be	AUX
cet-13814	47	12	calculated	calculate	VERB
cet-13814	47	13	according	accord	VERB
cet-13814	47	14	to	to	ADP
cet-13814	47	15	the	the	DET
cet-13814	47	16	hypothesis	hypothesis	NOUN
cet-13814	47	17	and	and	CCONJ
cet-13814	47	18	assumptions	assumption	NOUN
cet-13814	47	19	discussed	discuss	VERB
cet-13814	47	20	in	in	ADP
cet-13814	47	21	gadalla	gadalla	PROPN
cet-13814	47	22	et	et	PROPN
cet-13814	47	23	al	al	PROPN
cet-13814	47	24	.	.	PROPN
cet-13814	48	1	(	(	PUNCT
cet-13814	48	2	2006	2006	NUM
cet-13814	48	3	)	)	PUNCT
cet-13814	48	4	by	by	ADP
cet-13814	48	5	means	mean	NOUN
cet-13814	48	6	of	of	ADP
cet-13814	48	7	the	the	DET
cet-13814	48	8	equations	equation	NOUN
cet-13814	48	9	:	:	PUNCT
cet-13814	49	1	𝐶𝑂2	𝐶𝑂2	PROPN
cet-13814	49	2	=	=	PUNCT
cet-13814	49	3	(	(	PUNCT
cet-13814	49	4	𝑄𝑓𝑢𝑒𝑙	𝑄𝑓𝑢𝑒𝑙	PROPN
cet-13814	49	5	𝑁𝐻𝑉	𝑁𝐻𝑉	PROPN
cet-13814	49	6	)	)	PUNCT
cet-13814	49	7	⋅	⋅	PROPN
cet-13814	49	8	(	(	PUNCT
cet-13814	49	9	𝐶%	𝐶%	PROPN
cet-13814	49	10	100	100	NUM
cet-13814	49	11	)	)	PUNCT
cet-13814	49	12	⋅	⋅	PROPN
cet-13814	49	13	𝛼	𝛼	X
cet-13814	49	14	(	(	PUNCT
cet-13814	49	15	1	1	NUM
cet-13814	49	16	)	)	PUNCT
cet-13814	49	17	𝑄𝑓𝑢𝑒𝑙	𝑄𝑓𝑢𝑒𝑙	PROPN
cet-13814	49	18	=	=	PUNCT
cet-13814	50	1	(	(	PUNCT
cet-13814	50	2	𝑄𝑟𝑒𝑏	𝑄𝑟𝑒𝑏	PROPN
cet-13814	50	3	𝜆𝑠𝑡𝑒𝑎𝑚	𝜆𝑠𝑡𝑒𝑎𝑚	X
cet-13814	50	4	)	)	PUNCT
cet-13814	51	1	⋅	⋅	PROPN
cet-13814	51	2	(	(	PUNCT
cet-13814	51	3	ℎ𝑠𝑡𝑒𝑎𝑚	ℎ𝑠𝑡𝑒𝑎𝑚	NOUN
cet-13814	51	4	−	−	ADP
cet-13814	51	5	419	419	NUM
cet-13814	51	6	)	)	PUNCT
cet-13814	51	7	⋅	⋅	PROPN
cet-13814	51	8	(	(	PUNCT
cet-13814	51	9	𝑇𝐹	𝑇𝐹	PROPN
cet-13814	51	10	−	−	PROPN
cet-13814	51	11	𝑇0	𝑇0	NOUN
cet-13814	51	12	𝑇𝐹	𝑇𝐹	PROPN
cet-13814	51	13	−	−	PROPN
cet-13814	51	14	𝑇𝑆	𝑇𝑆	PROPN
cet-13814	51	15	)	)	PUNCT
cet-13814	51	16	(	(	PUNCT
cet-13814	51	17	2	2	X
cet-13814	51	18	)	)	PUNCT
cet-13814	51	19	where	where	SCONJ
cet-13814	51	20	𝑄𝑓𝑢𝑒𝑙	𝑄𝑓𝑢𝑒𝑙	PROPN
cet-13814	51	21	and	and	CCONJ
cet-13814	51	22	𝑄𝑟𝑒𝑏	𝑄𝑟𝑒𝑏	PROPN
cet-13814	51	23	are	be	AUX
cet-13814	51	24	the	the	DET
cet-13814	51	25	fuel	fuel	NOUN
cet-13814	51	26	and	and	CCONJ
cet-13814	51	27	reboiler	reboiler	NOUN
cet-13814	51	28	duties	duty	NOUN
cet-13814	51	29	,	,	PUNCT
cet-13814	51	30	𝑁𝐻𝑉	𝑁𝐻𝑉	PROPN
cet-13814	51	31	is	be	AUX
cet-13814	51	32	the	the	DET
cet-13814	51	33	fuel	fuel	NOUN
cet-13814	51	34	net	net	ADJ
cet-13814	51	35	heating	heating	NOUN
cet-13814	51	36	value	value	NOUN
cet-13814	51	37	,	,	PUNCT
cet-13814	51	38	𝐶%	𝐶%	PROPN
cet-13814	51	39	is	be	AUX
cet-13814	51	40	the	the	DET
cet-13814	51	41	carbon	carbon	NOUN
cet-13814	51	42	content	content	NOUN
cet-13814	51	43	of	of	ADP
cet-13814	51	44	the	the	DET
cet-13814	51	45	fuel	fuel	NOUN
cet-13814	51	46	,	,	PUNCT
cet-13814	51	47	𝛼	𝛼	X
cet-13814	51	48	is	be	AUX
cet-13814	51	49	the	the	DET
cet-13814	51	50	co2	co2	NOUN
cet-13814	51	51	-	-	PUNCT
cet-13814	51	52	to	to	ADP
cet-13814	51	53	-	-	PUNCT
cet-13814	51	54	c	c	NOUN
cet-13814	51	55	molar	molar	ADJ
cet-13814	51	56	mass	mass	NOUN
cet-13814	51	57	ratio	ratio	NOUN
cet-13814	51	58	equal	equal	ADJ
cet-13814	51	59	to	to	ADP
cet-13814	51	60	3.67	3.67	NUM
cet-13814	51	61	,	,	PUNCT
cet-13814	51	62	𝜆𝑠𝑡𝑒𝑎𝑚	𝜆𝑠𝑡𝑒𝑎𝑚	PROPN
cet-13814	51	63	and	and	CCONJ
cet-13814	51	64	ℎ𝑠𝑡𝑒𝑎𝑚	ℎ𝑠𝑡𝑒𝑎𝑚	NOUN
cet-13814	51	65	are	be	AUX
cet-13814	51	66	the	the	DET
cet-13814	51	67	latent	latent	NOUN
cet-13814	51	68	and	and	CCONJ
cet-13814	51	69	sensitive	sensitive	ADJ
cet-13814	51	70	enthalpy	enthalpy	NOUN
cet-13814	51	71	for	for	ADP
cet-13814	51	72	steam	steam	NOUN
cet-13814	51	73	referred	refer	VERB
cet-13814	51	74	to	to	ADP
cet-13814	51	75	419	419	NUM
cet-13814	51	76	kj	kj	PROPN
cet-13814	51	77	/	/	SYM
cet-13814	51	78	kg	kg	PROPN
cet-13814	51	79	at	at	ADP
cet-13814	51	80	100	100	NUM
cet-13814	51	81	°	°	ADP
cet-13814	51	82	c	c	NOUN
cet-13814	51	83	and	and	CCONJ
cet-13814	51	84	,	,	PUNCT
cet-13814	51	85	finally	finally	ADV
cet-13814	51	86	,	,	PUNCT
cet-13814	51	87	𝑇𝐹	𝑇𝐹	PROPN
cet-13814	51	88	,	,	PUNCT
cet-13814	51	89	𝑇𝑆	𝑇𝑆	PROPN
cet-13814	51	90	and	and	CCONJ
cet-13814	51	91	𝑇0	𝑇0	NOUN
cet-13814	51	92	are	be	AUX
cet-13814	51	93	respectively	respectively	ADV
cet-13814	51	94	the	the	DET
cet-13814	51	95	flame	flame	NOUN
cet-13814	51	96	,	,	PUNCT
cet-13814	51	97	stack	stack	NOUN
cet-13814	51	98	and	and	CCONJ
cet-13814	51	99	standard	standard	ADJ
cet-13814	51	100	temperature	temperature	NOUN
cet-13814	51	101	in	in	ADP
cet-13814	51	102	k.	k.	PROPN
cet-13814	51	103	furthermore	furthermore	ADV
cet-13814	51	104	,	,	PUNCT
cet-13814	51	105	the	the	DET
cet-13814	51	106	operating	operating	NOUN
cet-13814	51	107	costs	cost	NOUN
cet-13814	51	108	function	function	NOUN
cet-13814	51	109	associated	associate	VERB
cet-13814	51	110	with	with	ADP
cet-13814	51	111	the	the	DET
cet-13814	51	112	energy	energy	NOUN
cet-13814	51	113	consumption	consumption	NOUN
cet-13814	51	114	is	be	AUX
cet-13814	51	115	assessed	assess	VERB
cet-13814	51	116	as	as	ADV
cet-13814	51	117	well	well	ADV
cet-13814	51	118	considering	consider	VERB
cet-13814	51	119	7.78·106	7.78·106	NUM
cet-13814	51	120	€	€	NUM
cet-13814	51	121	/kj	/kj	NOUN
cet-13814	51	122	.	.	PUNCT
cet-13814	52	1	the	the	DET
cet-13814	52	2	selected	select	VERB
cet-13814	52	3	sampling	sample	VERB
cet-13814	52	4	approach	approach	NOUN
cet-13814	52	5	for	for	ADP
cet-13814	52	6	this	this	DET
cet-13814	52	7	work	work	NOUN
cet-13814	52	8	is	be	AUX
cet-13814	52	9	the	the	DET
cet-13814	52	10	latin	latin	ADJ
cet-13814	52	11	hypercube	hypercube	NOUN
cet-13814	52	12	sampling	sample	VERB
cet-13814	52	13	(	(	PUNCT
cet-13814	52	14	lhs	lhs	PROPN
cet-13814	52	15	)	)	PUNCT
cet-13814	52	16	,	,	PUNCT
cet-13814	52	17	conceived	conceive	VERB
cet-13814	52	18	to	to	PART
cet-13814	52	19	have	have	VERB
cet-13814	52	20	a	a	DET
cet-13814	52	21	reduced	reduce	VERB
cet-13814	52	22	variance	variance	NOUN
cet-13814	52	23	sample	sample	NOUN
cet-13814	52	24	with	with	ADP
cet-13814	52	25	a	a	DET
cet-13814	52	26	good	good	ADJ
cet-13814	52	27	space	space	NOUN
cet-13814	52	28	-	-	PUNCT
cet-13814	52	29	filling	fill	VERB
cet-13814	52	30	capacity	capacity	NOUN
cet-13814	52	31	.	.	PUNCT
cet-13814	53	1	a	a	DET
cet-13814	53	2	dedicated	dedicated	ADJ
cet-13814	53	3	function	function	NOUN
cet-13814	53	4	is	be	AUX
cet-13814	53	5	already	already	ADV
cet-13814	53	6	present	present	ADJ
cet-13814	53	7	in	in	ADP
cet-13814	53	8	matlab	matlab	PROPN
cet-13814	53	9	for	for	ADP
cet-13814	53	10	defined	define	VERB
cet-13814	53	11	hyperspace	hyperspace	NOUN
cet-13814	53	12	size	size	NOUN
cet-13814	53	13	and	and	CCONJ
cet-13814	53	14	overall	overall	ADJ
cet-13814	53	15	number	number	NOUN
cet-13814	53	16	of	of	ADP
cet-13814	53	17	points	point	NOUN
cet-13814	53	18	.	.	PUNCT
cet-13814	54	1	the	the	DET
cet-13814	54	2	obtained	obtain	VERB
cet-13814	54	3	sample	sample	NOUN
cet-13814	54	4	is	be	AUX
cet-13814	54	5	finally	finally	ADV
cet-13814	54	6	exported	export	VERB
cet-13814	54	7	in	in	ADP
cet-13814	54	8	a	a	DET
cet-13814	54	9	new	new	ADJ
cet-13814	54	10	.csv	.csv	ADJ
cet-13814	54	11	file	file	NOUN
cet-13814	54	12	that	that	PRON
cet-13814	54	13	will	will	AUX
cet-13814	54	14	be	be	AUX
cet-13814	54	15	processed	process	VERB
cet-13814	54	16	by	by	ADP
cet-13814	54	17	the	the	DET
cet-13814	54	18	surrogate	surrogate	ADJ
cet-13814	54	19	modelling	modelling	NOUN
cet-13814	54	20	software	software	NOUN
cet-13814	54	21	as	as	SCONJ
cet-13814	54	22	discussed	discuss	VERB
cet-13814	54	23	in	in	ADP
cet-13814	54	24	the	the	DET
cet-13814	54	25	next	next	ADJ
cet-13814	54	26	subsection	subsection	NOUN
cet-13814	54	27	.	.	PUNCT
cet-13814	55	1	3.2	3.2	NUM
cet-13814	55	2	alamo	alamo	PROPN
cet-13814	55	3	modeling	model	VERB
cet-13814	55	4	the	the	DET
cet-13814	55	5	modeling	modeling	NOUN
cet-13814	55	6	step	step	NOUN
cet-13814	55	7	was	be	AUX
cet-13814	55	8	performed	perform	VERB
cet-13814	55	9	via	via	ADP
cet-13814	55	10	alamo	alamo	PROPN
cet-13814	55	11	(	(	PUNCT
cet-13814	55	12	automatic	automatic	ADJ
cet-13814	55	13	learning	learning	NOUN
cet-13814	55	14	of	of	ADP
cet-13814	55	15	algebraic	algebraic	ADJ
cet-13814	55	16	models	model	NOUN
cet-13814	55	17	)	)	PUNCT
cet-13814	55	18	whose	whose	DET
cet-13814	55	19	interface	interface	NOUN
cet-13814	55	20	is	be	AUX
cet-13814	55	21	shown	show	VERB
cet-13814	55	22	in	in	ADP
cet-13814	55	23	figure	figure	NOUN
cet-13814	55	24	2	2	NUM
cet-13814	55	25	with	with	ADP
cet-13814	55	26	a	a	DET
cet-13814	55	27	particular	particular	ADJ
cet-13814	55	28	focus	focus	NOUN
cet-13814	55	29	on	on	ADP
cet-13814	55	30	the	the	DET
cet-13814	55	31	base	base	NOUN
cet-13814	55	32	functions	function	NOUN
cet-13814	55	33	selection	selection	NOUN
cet-13814	55	34	window	window	NOUN
cet-13814	55	35	.	.	PUNCT
cet-13814	56	1	alamo	alamo	PROPN
cet-13814	56	2	was	be	AUX
cet-13814	56	3	developed	develop	VERB
cet-13814	56	4	in	in	ADP
cet-13814	56	5	2014	2014	NUM
cet-13814	56	6	by	by	ADP
cet-13814	56	7	cozad	cozad	PROPN
cet-13814	56	8	,	,	PUNCT
cet-13814	56	9	sahinidis	sahinidis	PROPN
cet-13814	56	10	and	and	CCONJ
cet-13814	56	11	miller	miller	PROPN
cet-13814	56	12	,	,	PUNCT
cet-13814	56	13	and	and	CCONJ
cet-13814	56	14	its	its	PRON
cet-13814	56	15	purpose	purpose	NOUN
cet-13814	56	16	is	be	AUX
cet-13814	56	17	to	to	PART
cet-13814	56	18	address	address	VERB
cet-13814	56	19	the	the	DET
cet-13814	56	20	problem	problem	NOUN
cet-13814	56	21	of	of	ADP
cet-13814	56	22	derivative	derivative	ADJ
cet-13814	56	23	-	-	PUNCT
cet-13814	56	24	free	free	ADJ
cet-13814	56	25	optimization	optimization	NOUN
cet-13814	56	26	.	.	PUNCT
cet-13814	57	1	to	to	PART
cet-13814	57	2	be	be	AUX
cet-13814	57	3	more	more	ADV
cet-13814	57	4	precise	precise	ADJ
cet-13814	57	5	,	,	PUNCT
cet-13814	57	6	it	it	PRON
cet-13814	57	7	aims	aim	VERB
cet-13814	57	8	at	at	ADP
cet-13814	57	9	generating	generate	VERB
cet-13814	57	10	the	the	DET
cet-13814	57	11	simplest	simple	ADJ
cet-13814	57	12	and	and	CCONJ
cet-13814	57	13	most	most	ADV
cet-13814	57	14	accurate	accurate	ADJ
cet-13814	57	15	algebraic	algebraic	ADJ
cet-13814	57	16	surrogate	surrogate	ADJ
cet-13814	57	17	model	model	NOUN
cet-13814	57	18	of	of	ADP
cet-13814	57	19	blackbox	blackbox	PROPN
cet-13814	57	20	systems	system	NOUN
cet-13814	57	21	,	,	PUNCT
cet-13814	57	22	for	for	ADP
cet-13814	57	23	which	which	PRON
cet-13814	57	24	an	an	DET
cet-13814	57	25	experimental	experimental	ADJ
cet-13814	57	26	set	set	NOUN
cet-13814	57	27	-	-	PUNCT
cet-13814	57	28	up	up	NOUN
cet-13814	57	29	or	or	CCONJ
cet-13814	57	30	a	a	DET
cet-13814	57	31	simulator	simulator	NOUN
cet-13814	57	32	is	be	AUX
cet-13814	57	33	currently	currently	ADV
cet-13814	57	34	available	available	ADJ
cet-13814	57	35	.	.	PUNCT
cet-13814	58	1	it	it	PRON
cet-13814	58	2	is	be	AUX
cet-13814	58	3	based	base	VERB
cet-13814	58	4	on	on	ADP
cet-13814	58	5	a	a	DET
cet-13814	58	6	three	three	NUM
cet-13814	58	7	-	-	PUNCT
cet-13814	58	8	step	step	NOUN
cet-13814	58	9	iterative	iterative	NOUN
cet-13814	58	10	process	process	NOUN
cet-13814	58	11	that	that	PRON
cet-13814	58	12	,	,	PUNCT
cet-13814	58	13	in	in	ADP
cet-13814	58	14	the	the	DET
cet-13814	58	15	order	order	NOUN
cet-13814	58	16	,	,	PUNCT
cet-13814	58	17	interrogates	interrogate	VERB
cet-13814	58	18	the	the	DET
cet-13814	58	19	initial	initial	ADJ
cet-13814	58	20	doe	doe	NOUN
cet-13814	58	21	,	,	PUNCT
cet-13814	58	22	creates	create	VERB
cet-13814	58	23	a	a	DET
cet-13814	58	24	model	model	NOUN
cet-13814	58	25	by	by	ADP
cet-13814	58	26	optimizing	optimize	VERB
cet-13814	58	27	the	the	DET
cet-13814	58	28	coefficients	coefficient	NOUN
cet-13814	58	29	of	of	ADP
cet-13814	58	30	an	an	DET
cet-13814	58	31	eventually	eventually	ADV
cet-13814	58	32	selected	select	VERB
cet-13814	58	33	subset	subset	NOUN
cet-13814	58	34	of	of	ADP
cet-13814	58	35	simple	simple	ADJ
cet-13814	58	36	basis	basis	NOUN
cet-13814	58	37	functions	function	NOUN
cet-13814	58	38	among	among	ADP
cet-13814	58	39	the	the	DET
cet-13814	58	40	available	available	ADJ
cet-13814	58	41	ones	one	NOUN
cet-13814	58	42	and	and	CCONJ
cet-13814	58	43	making	make	VERB
cet-13814	58	44	a	a	DET
cet-13814	58	45	linear	linear	ADJ
cet-13814	58	46	combination	combination	NOUN
cet-13814	58	47	of	of	ADP
cet-13814	58	48	them	they	PRON
cet-13814	58	49	and	and	CCONJ
cet-13814	58	50	,	,	PUNCT
cet-13814	58	51	finally	finally	ADV
cet-13814	58	52	,	,	PUNCT
cet-13814	58	53	by	by	ADP
cet-13814	58	54	updating	update	VERB
cet-13814	58	55	the	the	DET
cet-13814	58	56	sample	sample	NOUN
cet-13814	58	57	points	point	NOUN
cet-13814	58	58	where	where	SCONJ
cet-13814	58	59	the	the	DET
cet-13814	58	60	model	model	NOUN
cet-13814	58	61	lacks	lack	VERB
cet-13814	58	62	of	of	ADP
cet-13814	58	63	accuracy	accuracy	NOUN
cet-13814	58	64	by	by	ADP
cet-13814	58	65	means	mean	NOUN
cet-13814	58	66	of	of	ADP
cet-13814	58	67	an	an	DET
cet-13814	58	68	adaptive	adaptive	ADJ
cet-13814	58	69	-	-	PUNCT
cet-13814	58	70	sampling	sample	VERB
cet-13814	58	71	methodology	methodology	NOUN
cet-13814	58	72	based	base	VERB
cet-13814	58	73	on	on	ADP
cet-13814	58	74	derivative	derivative	ADJ
cet-13814	58	75	-	-	PUNCT
cet-13814	58	76	free	free	ADJ
cet-13814	58	77	optimization	optimization	NOUN
cet-13814	58	78	solvers	solver	NOUN
cet-13814	58	79	.	.	PUNCT
cet-13814	59	1	once	once	SCONJ
cet-13814	59	2	the	the	DET
cet-13814	59	3	model	model	NOUN
cet-13814	59	4	is	be	AUX
cet-13814	59	5	obtained	obtain	VERB
cet-13814	59	6	,	,	PUNCT
cet-13814	59	7	the	the	DET
cet-13814	59	8	resulting	result	VERB
cet-13814	59	9	response	response	NOUN
cet-13814	59	10	surface	surface	NOUN
cet-13814	59	11	function	function	NOUN
cet-13814	59	12	is	be	AUX
cet-13814	59	13	then	then	ADV
cet-13814	59	14	implemented	implement	VERB
cet-13814	59	15	in	in	ADP
cet-13814	59	16	matlab	matlab	PROPN
cet-13814	59	17	to	to	PART
cet-13814	59	18	perform	perform	VERB
cet-13814	59	19	the	the	DET
cet-13814	59	20	data	datum	NOUN
cet-13814	59	21	analysis	analysis	NOUN
cet-13814	59	22	step	step	NOUN
cet-13814	59	23	and	and	CCONJ
cet-13814	59	24	assess	assess	VERB
cet-13814	59	25	the	the	DET
cet-13814	59	26	quality	quality	NOUN
cet-13814	59	27	of	of	ADP
cet-13814	59	28	the	the	DET
cet-13814	59	29	obtained	obtain	VERB
cet-13814	59	30	model	model	NOUN
cet-13814	59	31	with	with	ADP
cet-13814	59	32	respect	respect	NOUN
cet-13814	59	33	to	to	AUX
cet-13814	59	34	function	function	VERB
cet-13814	59	35	values	value	NOUN
cet-13814	59	36	that	that	PRON
cet-13814	59	37	were	be	AUX
cet-13814	59	38	not	not	PART
cet-13814	59	39	exploited	exploit	VERB
cet-13814	59	40	for	for	ADP
cet-13814	59	41	the	the	DET
cet-13814	59	42	previous	previous	ADJ
cet-13814	59	43	modeling	modeling	NOUN
cet-13814	59	44	phase	phase	NOUN
cet-13814	59	45	in	in	ADP
cet-13814	59	46	order	order	NOUN
cet-13814	59	47	to	to	PART
cet-13814	59	48	have	have	AUX
cet-13814	59	49	unbiased	unbiased	ADJ
cet-13814	59	50	results	result	NOUN
cet-13814	59	51	.	.	PUNCT
cet-13814	60	1	453	453	NUM
cet-13814	60	2	figure	figure	NOUN
cet-13814	60	3	2	2	NUM
cet-13814	60	4	:	:	PUNCT
cet-13814	60	5	alamo	alamo	PROPN
cet-13814	60	6	software	software	PROPN
cet-13814	60	7	:	:	PUNCT
cet-13814	60	8	interface	interface	NOUN
cet-13814	60	9	window	window	NOUN
cet-13814	60	10	for	for	ADP
cet-13814	60	11	base	base	NOUN
cet-13814	60	12	functions	function	NOUN
cet-13814	60	13	selection	selection	NOUN
cet-13814	60	14	in	in	ADP
cet-13814	60	15	particular	particular	ADJ
cet-13814	60	16	,	,	PUNCT
cet-13814	60	17	the	the	DET
cet-13814	60	18	procedure	procedure	NOUN
cet-13814	60	19	was	be	AUX
cet-13814	60	20	performed	perform	VERB
cet-13814	60	21	twice	twice	ADV
cet-13814	60	22	accounting	accounting	NOUN
cet-13814	60	23	,	,	PUNCT
cet-13814	60	24	in	in	ADP
cet-13814	60	25	the	the	DET
cet-13814	60	26	second	second	ADJ
cet-13814	60	27	case	case	NOUN
cet-13814	60	28	,	,	PUNCT
cet-13814	60	29	for	for	ADP
cet-13814	60	30	smaller	small	ADJ
cet-13814	60	31	subsamples	subsample	NOUN
cet-13814	60	32	as	as	SCONJ
cet-13814	60	33	suggested	suggest	VERB
cet-13814	60	34	by	by	ADP
cet-13814	60	35	zinare	zinare	PROPN
cet-13814	60	36	mamo	mamo	PROPN
cet-13814	60	37	et	et	PROPN
cet-13814	60	38	al	al	PROPN
cet-13814	60	39	.	.	PROPN
cet-13814	61	1	(	(	PUNCT
cet-13814	61	2	2023	2023	NUM
cet-13814	61	3	)	)	PUNCT
cet-13814	61	4	in	in	ADP
cet-13814	61	5	order	order	NOUN
cet-13814	61	6	to	to	PART
cet-13814	61	7	compare	compare	VERB
cet-13814	61	8	the	the	DET
cet-13814	61	9	two	two	NUM
cet-13814	61	10	performances	performance	NOUN
cet-13814	61	11	.	.	PUNCT
cet-13814	62	1	the	the	DET
cet-13814	62	2	selected	select	VERB
cet-13814	62	3	indicators	indicator	NOUN
cet-13814	62	4	for	for	ADP
cet-13814	62	5	this	this	DET
cet-13814	62	6	study	study	NOUN
cet-13814	62	7	are	be	AUX
cet-13814	62	8	the	the	DET
cet-13814	62	9	normalized	normalize	VERB
cet-13814	62	10	maximum	maximum	ADJ
cet-13814	62	11	absolute	absolute	ADJ
cet-13814	62	12	error	error	NOUN
cet-13814	62	13	(	(	PUNCT
cet-13814	62	14	mae	mae	PROPN
cet-13814	62	15	)	)	PUNCT
cet-13814	62	16	and	and	CCONJ
cet-13814	62	17	mean	mean	VERB
cet-13814	62	18	absolute	absolute	ADJ
cet-13814	62	19	error	error	NOUN
cet-13814	62	20	(	(	PUNCT
cet-13814	62	21	mae	mae	PROPN
cet-13814	62	22	)	)	PUNCT
cet-13814	62	23	expressed	express	VERB
cet-13814	62	24	as	as	ADP
cet-13814	62	25	a	a	DET
cet-13814	62	26	percentage	percentage	NOUN
cet-13814	62	27	.	.	PUNCT
cet-13814	63	1	moreover	moreover	ADV
cet-13814	63	2	,	,	PUNCT
cet-13814	63	3	the	the	DET
cet-13814	63	4	amount	amount	NOUN
cet-13814	63	5	of	of	ADP
cet-13814	63	6	variables	variable	NOUN
cet-13814	63	7	,	,	PUNCT
cet-13814	63	8	i.e.	i.e.	X
cet-13814	63	9	the	the	DET
cet-13814	63	10	amount	amount	NOUN
cet-13814	63	11	of	of	ADP
cet-13814	63	12	coefficients	coefficient	NOUN
cet-13814	63	13	for	for	ADP
cet-13814	63	14	the	the	DET
cet-13814	63	15	basis	basis	NOUN
cet-13814	63	16	functions	function	NOUN
cet-13814	63	17	is	be	AUX
cet-13814	63	18	reported	report	VERB
cet-13814	63	19	as	as	ADV
cet-13814	63	20	well	well	ADV
cet-13814	63	21	in	in	ADP
cet-13814	63	22	order	order	NOUN
cet-13814	63	23	to	to	PART
cet-13814	63	24	give	give	VERB
cet-13814	63	25	an	an	DET
cet-13814	63	26	idea	idea	NOUN
cet-13814	63	27	of	of	ADP
cet-13814	63	28	the	the	DET
cet-13814	63	29	complexity	complexity	NOUN
cet-13814	63	30	of	of	ADP
cet-13814	63	31	the	the	DET
cet-13814	63	32	resulting	result	VERB
cet-13814	63	33	model	model	NOUN
cet-13814	63	34	.	.	PUNCT
cet-13814	64	1	4	4	X
cet-13814	64	2	.	.	NOUN
cet-13814	64	3	results	result	VERB
cet-13814	64	4	the	the	DET
cet-13814	64	5	modelling	modelling	NOUN
cet-13814	64	6	procedure	procedure	NOUN
cet-13814	64	7	has	have	AUX
cet-13814	64	8	been	be	AUX
cet-13814	64	9	then	then	ADV
cet-13814	64	10	carried	carry	VERB
cet-13814	64	11	out	out	ADP
cet-13814	64	12	according	accord	VERB
cet-13814	64	13	to	to	ADP
cet-13814	64	14	the	the	DET
cet-13814	64	15	methodology	methodology	NOUN
cet-13814	64	16	discussed	discuss	VERB
cet-13814	64	17	in	in	ADP
cet-13814	64	18	the	the	DET
cet-13814	64	19	previous	previous	ADJ
cet-13814	64	20	section	section	NOUN
cet-13814	64	21	.	.	PUNCT
cet-13814	65	1	the	the	DET
cet-13814	65	2	obtained	obtain	VERB
cet-13814	65	3	results	result	NOUN
cet-13814	65	4	are	be	AUX
cet-13814	65	5	discussed	discuss	VERB
cet-13814	65	6	in	in	ADP
cet-13814	65	7	the	the	DET
cet-13814	65	8	following	follow	VERB
cet-13814	65	9	subsections	subsection	NOUN
cet-13814	65	10	according	accord	VERB
cet-13814	65	11	to	to	ADP
cet-13814	65	12	the	the	DET
cet-13814	65	13	specific	specific	ADJ
cet-13814	65	14	case	case	NOUN
cet-13814	65	15	study	study	NOUN
cet-13814	65	16	.	.	PUNCT
cet-13814	66	1	4.1	4.1	NUM
cet-13814	66	2	ideal	ideal	ADJ
cet-13814	66	3	mixture	mixture	NOUN
cet-13814	66	4	distillation	distillation	NOUN
cet-13814	66	5	the	the	DET
cet-13814	66	6	first	first	ADJ
cet-13814	66	7	case	case	NOUN
cet-13814	66	8	study	study	NOUN
cet-13814	66	9	was	be	AUX
cet-13814	66	10	simulated	simulate	VERB
cet-13814	66	11	and	and	CCONJ
cet-13814	66	12	the	the	DET
cet-13814	66	13	related	related	ADJ
cet-13814	66	14	model	model	NOUN
cet-13814	66	15	derived	derive	VERB
cet-13814	66	16	.	.	PUNCT
cet-13814	67	1	due	due	ADP
cet-13814	67	2	to	to	ADP
cet-13814	67	3	the	the	DET
cet-13814	67	4	selected	select	VERB
cet-13814	67	5	discretization	discretization	NOUN
cet-13814	67	6	accuracy	accuracy	NOUN
cet-13814	67	7	,	,	PUNCT
cet-13814	67	8	10201	10201	NUM
cet-13814	67	9	runs	run	NOUN
cet-13814	67	10	were	be	AUX
cet-13814	67	11	required	require	VERB
cet-13814	67	12	to	to	PART
cet-13814	67	13	cover	cover	VERB
cet-13814	67	14	the	the	DET
cet-13814	67	15	entire	entire	ADJ
cet-13814	67	16	domain	domain	NOUN
cet-13814	67	17	of	of	ADP
cet-13814	67	18	interest	interest	NOUN
cet-13814	67	19	with	with	ADP
cet-13814	67	20	an	an	DET
cet-13814	67	21	overall	overall	ADJ
cet-13814	67	22	computational	computational	ADJ
cet-13814	67	23	time	time	NOUN
cet-13814	67	24	(	(	PUNCT
cet-13814	67	25	modelling	modelling	NOUN
cet-13814	67	26	phase	phase	NOUN
cet-13814	67	27	included	include	VERB
cet-13814	67	28	)	)	PUNCT
cet-13814	67	29	of	of	ADP
cet-13814	67	30	about	about	ADV
cet-13814	67	31	12	12	NUM
cet-13814	67	32	minutes	minute	NOUN
cet-13814	67	33	.	.	PUNCT
cet-13814	68	1	as	as	SCONJ
cet-13814	68	2	expected	expect	VERB
cet-13814	68	3	,	,	PUNCT
cet-13814	68	4	the	the	DET
cet-13814	68	5	most	most	ADV
cet-13814	68	6	relevant	relevant	ADJ
cet-13814	68	7	parameter	parameter	NOUN
cet-13814	68	8	in	in	ADP
cet-13814	68	9	terms	term	NOUN
cet-13814	68	10	of	of	ADP
cet-13814	68	11	energy	energy	NOUN
cet-13814	68	12	consumption	consumption	NOUN
cet-13814	68	13	and	and	CCONJ
cet-13814	68	14	,	,	PUNCT
cet-13814	68	15	thus	thus	ADV
cet-13814	68	16	,	,	PUNCT
cet-13814	68	17	emissions	emission	NOUN
cet-13814	68	18	is	be	AUX
cet-13814	68	19	the	the	DET
cet-13814	68	20	reboiler	reboiler	NOUN
cet-13814	68	21	duty	duty	NOUN
cet-13814	68	22	.	.	PUNCT
cet-13814	69	1	the	the	DET
cet-13814	69	2	phenomenological	phenomenological	ADJ
cet-13814	69	3	model	model	NOUN
cet-13814	69	4	behaviour	behaviour	NOUN
cet-13814	69	5	and	and	CCONJ
cet-13814	69	6	that	that	SCONJ
cet-13814	69	7	obtained	obtain	VERB
cet-13814	69	8	by	by	ADP
cet-13814	69	9	response	response	NOUN
cet-13814	69	10	surface	surface	NOUN
cet-13814	69	11	methodology	methodology	NOUN
cet-13814	69	12	are	be	AUX
cet-13814	69	13	compared	compare	VERB
cet-13814	69	14	in	in	ADP
cet-13814	69	15	figure	figure	NOUN
cet-13814	69	16	3	3	NUM
cet-13814	69	17	.	.	PUNCT
cet-13814	69	18	figure	figure	VERB
cet-13814	69	19	3	3	NUM
cet-13814	69	20	:	:	PUNCT
cet-13814	69	21	reboiler	reboiler	NOUN
cet-13814	69	22	duty	duty	NOUN
cet-13814	69	23	emissions	emission	NOUN
cet-13814	70	1	[	[	X
cet-13814	70	2	kg	kg	NOUN
cet-13814	70	3	-	-	PUNCT
cet-13814	70	4	eq	eq	NOUN
cet-13814	70	5	co2	co2	NOUN
cet-13814	70	6	]	]	PUNCT
cet-13814	70	7	for	for	ADP
cet-13814	70	8	ideal	ideal	ADJ
cet-13814	70	9	distillation	distillation	NOUN
cet-13814	70	10	a	a	PRON
cet-13814	70	11	)	)	PUNCT
cet-13814	70	12	simulation	simulation	NOUN
cet-13814	70	13	values	value	NOUN
cet-13814	70	14	b	b	X
cet-13814	70	15	)	)	PUNCT
cet-13814	70	16	surrogate	surrogate	ADJ
cet-13814	70	17	model	model	NOUN
cet-13814	70	18	the	the	DET
cet-13814	70	19	first	first	ADJ
cet-13814	70	20	conclusion	conclusion	NOUN
cet-13814	70	21	that	that	PRON
cet-13814	70	22	can	can	AUX
cet-13814	70	23	be	be	AUX
cet-13814	70	24	drawn	draw	VERB
cet-13814	70	25	from	from	ADP
cet-13814	70	26	these	these	DET
cet-13814	70	27	graphs	graph	NOUN
cet-13814	70	28	is	be	AUX
cet-13814	70	29	that	that	SCONJ
cet-13814	70	30	the	the	DET
cet-13814	70	31	compliance	compliance	NOUN
cet-13814	70	32	between	between	ADP
cet-13814	70	33	the	the	DET
cet-13814	70	34	simulation	simulation	NOUN
cet-13814	70	35	model	model	NOUN
cet-13814	70	36	and	and	CCONJ
cet-13814	70	37	the	the	DET
cet-13814	70	38	surrogate	surrogate	ADJ
cet-13814	70	39	one	one	NOUN
cet-13814	70	40	is	be	AUX
cet-13814	70	41	almost	almost	ADV
cet-13814	70	42	complete	complete	ADJ
cet-13814	70	43	.	.	PUNCT
cet-13814	71	1	energy	energy	NOUN
cet-13814	71	2	consumption	consumption	NOUN
cet-13814	71	3	and	and	CCONJ
cet-13814	71	4	emissions	emission	NOUN
cet-13814	71	5	increase	increase	NOUN
cet-13814	71	6	,	,	PUNCT
cet-13814	71	7	as	as	SCONJ
cet-13814	71	8	expected	expect	VERB
cet-13814	71	9	,	,	PUNCT
cet-13814	71	10	almost	almost	ADV
cet-13814	71	11	linearly	linearly	ADV
cet-13814	71	12	with	with	ADP
cet-13814	71	13	the	the	DET
cet-13814	71	14	increasing	increasing	NOUN
cet-13814	71	15	of	of	ADP
cet-13814	71	16	the	the	DET
cet-13814	71	17	overall	overall	ADJ
cet-13814	71	18	system	system	NOUN
cet-13814	71	19	flowrates	flowrate	VERB
cet-13814	71	20	.	.	PUNCT
cet-13814	72	1	a	a	DET
cet-13814	72	2	further	further	ADJ
cet-13814	72	3	confirmation	confirmation	NOUN
cet-13814	72	4	about	about	ADP
cet-13814	72	5	the	the	DET
cet-13814	72	6	quality	quality	NOUN
cet-13814	72	7	of	of	ADP
cet-13814	72	8	the	the	DET
cet-13814	72	9	model	model	NOUN
cet-13814	72	10	can	can	AUX
cet-13814	72	11	be	be	AUX
cet-13814	72	12	obtained	obtain	VERB
cet-13814	72	13	by	by	ADP
cet-13814	72	14	looking	look	VERB
cet-13814	72	15	at	at	ADP
cet-13814	72	16	the	the	DET
cet-13814	72	17	performance	performance	NOUN
cet-13814	72	18	indicators	indicator	NOUN
cet-13814	72	19	resumed	resume	VERB
cet-13814	72	20	,	,	PUNCT
cet-13814	72	21	for	for	ADP
cet-13814	72	22	both	both	DET
cet-13814	72	23	case	case	NOUN
cet-13814	72	24	studies	study	NOUN
cet-13814	72	25	,	,	PUNCT
cet-13814	72	26	in	in	ADP
cet-13814	72	27	table	table	NOUN
cet-13814	72	28	3	3	NUM
cet-13814	72	29	.	.	NOUN
cet-13814	72	30	454	454	NUM
cet-13814	72	31	in	in	ADP
cet-13814	72	32	general	general	ADJ
cet-13814	72	33	,	,	PUNCT
cet-13814	72	34	the	the	DET
cet-13814	72	35	mae	mae	PROPN
cet-13814	72	36	does	do	AUX
cet-13814	72	37	not	not	PART
cet-13814	72	38	overcome	overcome	VERB
cet-13814	72	39	the	the	DET
cet-13814	72	40	1	1	NUM
cet-13814	72	41	%	%	NOUN
cet-13814	72	42	value	value	NOUN
cet-13814	72	43	.	.	PUNCT
cet-13814	73	1	the	the	DET
cet-13814	73	2	reboiler	reboiler	NOUN
cet-13814	73	3	heat	heat	NOUN
cet-13814	73	4	duty	duty	NOUN
cet-13814	73	5	has	have	VERB
cet-13814	73	6	the	the	DET
cet-13814	73	7	main	main	ADJ
cet-13814	73	8	impact	impact	NOUN
cet-13814	73	9	on	on	ADP
cet-13814	73	10	the	the	DET
cet-13814	73	11	co2	co2	NOUN
cet-13814	73	12	emissions	emission	NOUN
cet-13814	73	13	and	and	CCONJ
cet-13814	73	14	,	,	PUNCT
cet-13814	73	15	thus	thus	ADV
cet-13814	73	16	,	,	PUNCT
cet-13814	73	17	a	a	DET
cet-13814	73	18	higher	high	ADJ
cet-13814	73	19	wight	wight	NOUN
cet-13814	73	20	on	on	ADP
cet-13814	73	21	the	the	DET
cet-13814	73	22	average	average	ADJ
cet-13814	73	23	total	total	ADJ
cet-13814	73	24	duty	duty	NOUN
cet-13814	73	25	value	value	NOUN
cet-13814	73	26	model	model	NOUN
cet-13814	73	27	.	.	PUNCT
cet-13814	74	1	the	the	DET
cet-13814	74	2	amount	amount	NOUN
cet-13814	74	3	of	of	ADP
cet-13814	74	4	parameters	parameter	NOUN
cet-13814	74	5	is	be	AUX
cet-13814	74	6	generally	generally	ADV
cet-13814	74	7	moving	move	VERB
cet-13814	74	8	in	in	ADP
cet-13814	74	9	the	the	DET
cet-13814	74	10	interval	interval	NOUN
cet-13814	74	11	between	between	ADP
cet-13814	74	12	5	5	NUM
cet-13814	74	13	and	and	CCONJ
cet-13814	74	14	8	8	NUM
cet-13814	74	15	and	and	CCONJ
cet-13814	74	16	the	the	DET
cet-13814	74	17	involved	involved	ADJ
cet-13814	74	18	functions	function	NOUN
cet-13814	74	19	are	be	AUX
cet-13814	74	20	mainly	mainly	ADV
cet-13814	74	21	linear	linear	ADJ
cet-13814	74	22	and	and	CCONJ
cet-13814	74	23	quadratic	quadratic	ADJ
cet-13814	74	24	.	.	PUNCT
cet-13814	75	1	it	it	PRON
cet-13814	75	2	is	be	AUX
cet-13814	75	3	worth	worth	ADJ
cet-13814	75	4	remarking	remark	VERB
cet-13814	75	5	that	that	SCONJ
cet-13814	75	6	trigonometric	trigonometric	ADJ
cet-13814	75	7	base	base	NOUN
cet-13814	75	8	functions	function	NOUN
cet-13814	75	9	have	have	AUX
cet-13814	75	10	been	be	AUX
cet-13814	75	11	excluded	exclude	VERB
cet-13814	75	12	since	since	SCONJ
cet-13814	75	13	they	they	PRON
cet-13814	75	14	could	could	AUX
cet-13814	75	15	incur	incur	VERB
cet-13814	75	16	into	into	ADP
cet-13814	75	17	aliasing	aliasing	NOUN
cet-13814	75	18	effect	effect	NOUN
cet-13814	75	19	and	and	CCONJ
cet-13814	75	20	bias	bias	VERB
cet-13814	75	21	the	the	DET
cet-13814	75	22	model	model	NOUN
cet-13814	75	23	accuracy	accuracy	NOUN
cet-13814	75	24	with	with	ADP
cet-13814	75	25	respect	respect	NOUN
cet-13814	75	26	to	to	ADP
cet-13814	75	27	the	the	DET
cet-13814	75	28	data	datum	NOUN
cet-13814	75	29	set	set	VERB
cet-13814	75	30	.	.	PUNCT
cet-13814	76	1	figure	figure	VERB
cet-13814	76	2	4	4	NUM
cet-13814	76	3	:	:	PUNCT
cet-13814	76	4	opex	opex	VERB
cet-13814	76	5	comparison	comparison	NOUN
cet-13814	76	6	between	between	ADP
cet-13814	76	7	surrogate	surrogate	ADJ
cet-13814	76	8	model	model	NOUN
cet-13814	76	9	and	and	CCONJ
cet-13814	76	10	simulation	simulation	NOUN
cet-13814	76	11	data	datum	NOUN
cet-13814	76	12	finally	finally	ADV
cet-13814	76	13	,	,	PUNCT
cet-13814	76	14	for	for	ADP
cet-13814	76	15	the	the	DET
cet-13814	76	16	butane	butane	NOUN
cet-13814	76	17	-	-	PUNCT
cet-13814	76	18	pentane	pentane	NOUN
cet-13814	76	19	column	column	NOUN
cet-13814	76	20	,	,	PUNCT
cet-13814	76	21	the	the	DET
cet-13814	76	22	calculation	calculation	NOUN
cet-13814	76	23	for	for	ADP
cet-13814	76	24	operating	operating	NOUN
cet-13814	76	25	expenses	expense	NOUN
cet-13814	76	26	was	be	AUX
cet-13814	76	27	performed	perform	VERB
cet-13814	76	28	as	as	ADV
cet-13814	76	29	well	well	ADV
cet-13814	76	30	as	as	ADP
cet-13814	76	31	shown	show	VERB
cet-13814	76	32	in	in	ADP
cet-13814	76	33	figure	figure	NOUN
cet-13814	76	34	4	4	NUM
cet-13814	76	35	based	base	VERB
cet-13814	76	36	on	on	ADP
cet-13814	76	37	the	the	DET
cet-13814	76	38	subsets	subset	NOUN
cet-13814	76	39	organization	organization	NOUN
cet-13814	76	40	discussed	discuss	VERB
cet-13814	76	41	in	in	ADP
cet-13814	76	42	zinare	zinare	PROPN
cet-13814	76	43	mamo	mamo	PROPN
cet-13814	76	44	et	et	PROPN
cet-13814	76	45	al	al	PROPN
cet-13814	76	46	.	.	PROPN
cet-13814	77	1	(	(	PUNCT
cet-13814	77	2	2023	2023	NUM
cet-13814	77	3	)	)	PUNCT
cet-13814	77	4	ordered	order	VERB
cet-13814	77	5	according	accord	VERB
cet-13814	77	6	to	to	ADP
cet-13814	77	7	the	the	DET
cet-13814	77	8	distribution	distribution	NOUN
cet-13814	77	9	product	product	NOUN
cet-13814	77	10	rate	rate	NOUN
cet-13814	77	11	,	,	PUNCT
cet-13814	77	12	bottom	bottom	ADJ
cet-13814	77	13	pentane	pentane	NOUN
cet-13814	77	14	partial	partial	ADJ
cet-13814	77	15	flowrate	flowrate	NOUN
cet-13814	77	16	and	and	CCONJ
cet-13814	77	17	reflux	reflux	NOUN
cet-13814	77	18	ratio	ratio	NOUN
cet-13814	77	19	.	.	PUNCT
cet-13814	78	1	as	as	SCONJ
cet-13814	78	2	it	it	PRON
cet-13814	78	3	can	can	AUX
cet-13814	78	4	be	be	AUX
cet-13814	78	5	noticed	notice	VERB
cet-13814	78	6	,	,	PUNCT
cet-13814	78	7	the	the	DET
cet-13814	78	8	second	second	ADJ
cet-13814	78	9	and	and	CCONJ
cet-13814	78	10	the	the	DET
cet-13814	78	11	third	third	ADJ
cet-13814	78	12	parameters	parameter	NOUN
cet-13814	78	13	have	have	VERB
cet-13814	78	14	a	a	DET
cet-13814	78	15	higher	high	ADJ
cet-13814	78	16	impact	impact	NOUN
cet-13814	78	17	on	on	ADP
cet-13814	78	18	the	the	DET
cet-13814	78	19	opex	opex	NOUN
cet-13814	78	20	function	function	NOUN
cet-13814	78	21	due	due	ADP
cet-13814	78	22	to	to	ADP
cet-13814	78	23	their	their	PRON
cet-13814	78	24	closer	close	ADJ
cet-13814	78	25	relationship	relationship	NOUN
cet-13814	78	26	with	with	ADP
cet-13814	78	27	the	the	DET
cet-13814	78	28	energy	energy	NOUN
cet-13814	78	29	duty	duty	NOUN
cet-13814	78	30	and	and	CCONJ
cet-13814	78	31	,	,	PUNCT
cet-13814	78	32	thus	thus	ADV
cet-13814	78	33	,	,	PUNCT
cet-13814	78	34	the	the	DET
cet-13814	78	35	operating	operating	NOUN
cet-13814	78	36	expenses	expense	NOUN
cet-13814	78	37	.	.	PUNCT
cet-13814	79	1	therefore	therefore	ADV
cet-13814	79	2	,	,	PUNCT
cet-13814	79	3	in	in	ADP
cet-13814	79	4	a	a	DET
cet-13814	79	5	longer	long	ADJ
cet-13814	79	6	perspective	perspective	NOUN
cet-13814	79	7	,	,	PUNCT
cet-13814	79	8	if	if	SCONJ
cet-13814	79	9	the	the	DET
cet-13814	79	10	algorithm	algorithm	NOUN
cet-13814	79	11	needs	need	VERB
cet-13814	79	12	to	to	PART
cet-13814	79	13	be	be	AUX
cet-13814	79	14	improved	improve	VERB
cet-13814	79	15	,	,	PUNCT
cet-13814	79	16	these	these	DET
cet-13814	79	17	parameters	parameter	NOUN
cet-13814	79	18	are	be	AUX
cet-13814	79	19	those	those	DET
cet-13814	79	20	worth	worth	ADJ
cet-13814	79	21	better	well	ADJ
cet-13814	79	22	investigation	investigation	NOUN
cet-13814	79	23	.	.	PUNCT
cet-13814	80	1	4.2	4.2	NUM
cet-13814	80	2	non	non	ADJ
cet-13814	80	3	-	-	ADJ
cet-13814	80	4	ideal	ideal	ADJ
cet-13814	80	5	mixture	mixture	NOUN
cet-13814	80	6	distillation	distillation	NOUN
cet-13814	80	7	the	the	DET
cet-13814	80	8	same	same	ADJ
cet-13814	80	9	approach	approach	NOUN
cet-13814	80	10	is	be	AUX
cet-13814	80	11	then	then	ADV
cet-13814	80	12	followed	follow	VERB
cet-13814	80	13	for	for	ADP
cet-13814	80	14	the	the	DET
cet-13814	80	15	abe	abe	PROPN
cet-13814	80	16	/	/	SYM
cet-13814	80	17	w	w	NOUN
cet-13814	80	18	mixture	mixture	NOUN
cet-13814	80	19	.	.	PUNCT
cet-13814	81	1	the	the	DET
cet-13814	81	2	obtained	obtain	VERB
cet-13814	81	3	results	result	NOUN
cet-13814	81	4	for	for	ADP
cet-13814	81	5	emissions	emission	NOUN
cet-13814	81	6	are	be	AUX
cet-13814	81	7	presented	present	VERB
cet-13814	81	8	in	in	ADP
cet-13814	81	9	figure	figure	NOUN
cet-13814	81	10	5	5	NUM
cet-13814	81	11	for	for	ADP
cet-13814	81	12	a	a	DET
cet-13814	81	13	one	one	NUM
cet-13814	81	14	subset	subset	NOUN
cet-13814	81	15	approach	approach	NOUN
cet-13814	81	16	.	.	PUNCT
cet-13814	82	1	as	as	SCONJ
cet-13814	82	2	it	it	PRON
cet-13814	82	3	can	can	AUX
cet-13814	82	4	be	be	AUX
cet-13814	82	5	noticed	notice	VERB
cet-13814	82	6	,	,	PUNCT
cet-13814	82	7	there	there	PRON
cet-13814	82	8	is	be	VERB
cet-13814	82	9	good	good	ADJ
cet-13814	82	10	agreement	agreement	NOUN
cet-13814	82	11	between	between	ADP
cet-13814	82	12	the	the	DET
cet-13814	82	13	left	left	ADJ
cet-13814	82	14	and	and	CCONJ
cet-13814	82	15	right	right	ADJ
cet-13814	82	16	graphs	graph	NOUN
cet-13814	82	17	with	with	ADP
cet-13814	82	18	some	some	DET
cet-13814	82	19	discrepancies	discrepancy	NOUN
cet-13814	82	20	on	on	ADP
cet-13814	82	21	the	the	DET
cet-13814	82	22	borders	border	NOUN
cet-13814	82	23	.	.	PUNCT
cet-13814	83	1	as	as	SCONJ
cet-13814	83	2	it	it	PRON
cet-13814	83	3	can	can	AUX
cet-13814	83	4	be	be	AUX
cet-13814	83	5	noticed	notice	VERB
cet-13814	83	6	,	,	PUNCT
cet-13814	83	7	there	there	PRON
cet-13814	83	8	is	be	VERB
cet-13814	83	9	good	good	ADJ
cet-13814	83	10	agreement	agreement	NOUN
cet-13814	83	11	between	between	ADP
cet-13814	83	12	the	the	DET
cet-13814	83	13	left	left	ADJ
cet-13814	83	14	and	and	CCONJ
cet-13814	83	15	right	right	ADJ
cet-13814	83	16	graphs	graph	NOUN
cet-13814	83	17	with	with	ADP
cet-13814	83	18	some	some	DET
cet-13814	83	19	discrepancies	discrepancy	NOUN
cet-13814	83	20	on	on	ADP
cet-13814	83	21	the	the	DET
cet-13814	83	22	borders	border	NOUN
cet-13814	83	23	.	.	PUNCT
cet-13814	84	1	duties	duty	NOUN
cet-13814	84	2	and	and	CCONJ
cet-13814	84	3	,	,	PUNCT
cet-13814	84	4	thus	thus	ADV
cet-13814	84	5	,	,	PUNCT
cet-13814	84	6	emissions	emission	NOUN
cet-13814	84	7	are	be	AUX
cet-13814	84	8	higher	high	ADJ
cet-13814	84	9	in	in	ADP
cet-13814	84	10	the	the	DET
cet-13814	84	11	regions	region	NOUN
cet-13814	84	12	where	where	SCONJ
cet-13814	84	13	the	the	DET
cet-13814	84	14	operating	operating	NOUN
cet-13814	84	15	conditions	condition	NOUN
cet-13814	84	16	are	be	AUX
cet-13814	84	17	more	more	ADV
cet-13814	84	18	severe	severe	ADJ
cet-13814	84	19	,	,	PUNCT
cet-13814	84	20	i.e.	i.e.	X
cet-13814	84	21	when	when	SCONJ
cet-13814	84	22	flowrates	flowrate	NOUN
cet-13814	84	23	are	be	AUX
cet-13814	84	24	more	more	ADV
cet-13814	84	25	relevant	relevant	ADJ
cet-13814	84	26	and	and	CCONJ
cet-13814	84	27	in	in	ADP
cet-13814	84	28	proximity	proximity	NOUN
cet-13814	84	29	of	of	ADP
cet-13814	84	30	the	the	DET
cet-13814	84	31	distillation	distillation	NOUN
cet-13814	84	32	boundaries	boundary	NOUN
cet-13814	84	33	due	due	ADP
cet-13814	84	34	to	to	ADP
cet-13814	84	35	the	the	DET
cet-13814	84	36	fact	fact	NOUN
cet-13814	84	37	that	that	SCONJ
cet-13814	84	38	the	the	DET
cet-13814	84	39	separation	separation	NOUN
cet-13814	84	40	is	be	AUX
cet-13814	84	41	approaching	approach	VERB
cet-13814	84	42	the	the	DET
cet-13814	84	43	azeotropic	azeotropic	ADJ
cet-13814	84	44	species	specie	NOUN
cet-13814	84	45	composition	composition	NOUN
cet-13814	84	46	.	.	PUNCT
cet-13814	85	1	figure	figure	NOUN
cet-13814	85	2	5	5	NUM
cet-13814	85	3	:	:	PUNCT
cet-13814	85	4	reboiler	reboiler	NOUN
cet-13814	85	5	duty	duty	NOUN
cet-13814	85	6	emissions	emission	NOUN
cet-13814	86	1	[	[	X
cet-13814	86	2	kgeq	kgeq	NOUN
cet-13814	86	3	co2	co2	NOUN
cet-13814	86	4	]	]	PUNCT
cet-13814	86	5	for	for	ADP
cet-13814	86	6	non	non	ADJ
cet-13814	86	7	-	-	ADJ
cet-13814	86	8	ideal	ideal	ADJ
cet-13814	86	9	distillation	distillation	NOUN
cet-13814	86	10	a	a	PRON
cet-13814	86	11	)	)	PUNCT
cet-13814	86	12	simulation	simulation	NOUN
cet-13814	86	13	values	value	NOUN
cet-13814	86	14	b	b	X
cet-13814	86	15	)	)	PUNCT
cet-13814	86	16	surrogate	surrogate	ADJ
cet-13814	86	17	model	model	NOUN
cet-13814	86	18	455	455	NUM
cet-13814	86	19	table	table	NOUN
cet-13814	86	20	3	3	NUM
cet-13814	86	21	:	:	PUNCT
cet-13814	86	22	performance	performance	NOUN
cet-13814	86	23	indicators	indicator	NOUN
cet-13814	86	24	for	for	ADP
cet-13814	86	25	the	the	DET
cet-13814	86	26	obtained	obtain	VERB
cet-13814	86	27	models	model	NOUN
cet-13814	86	28	variable	variable	ADJ
cet-13814	86	29	mae	mae	PROPN
cet-13814	87	1	[	[	X
cet-13814	87	2	%	%	X
cet-13814	87	3	]	]	X
cet-13814	87	4	mae	mae	PROPN
cet-13814	88	1	[	[	X
cet-13814	88	2	%	%	X
cet-13814	88	3	]	]	PUNCT
cet-13814	88	4	n	n	CCONJ
cet-13814	88	5	parameters	parameter	NOUN
cet-13814	88	6	subsets	subset	NOUN
cet-13814	88	7	case	case	NOUN
cet-13814	88	8	study	study	VERB
cet-13814	88	9	#	#	SYM
cet-13814	88	10	1	1	NUM
cet-13814	88	11	reboiler	reboiler	NOUN
cet-13814	88	12	heat	heat	NOUN
cet-13814	88	13	duty	duty	NOUN
cet-13814	88	14	3.12	3.12	NUM
cet-13814	88	15	1.03	1.03	NUM
cet-13814	88	16	6	6	NUM
cet-13814	88	17	condenser	condenser	NOUN
cet-13814	88	18	heat	heat	NOUN
cet-13814	88	19	duty	duty	NOUN
cet-13814	88	20	2.28	2.28	NUM
cet-13814	88	21	0.85	0.85	NUM
cet-13814	88	22	5	5	NUM
cet-13814	88	23	total	total	ADJ
cet-13814	88	24	heat	heat	NOUN
cet-13814	88	25	duty	duty	NOUN
cet-13814	88	26	2.75	2.75	NUM
cet-13814	88	27	0.92	0.92	NUM
cet-13814	88	28	8	8	NUM
cet-13814	88	29	1.96	1.96	NUM
cet-13814	88	30	0.51	0.51	NUM
cet-13814	88	31	5	5	NUM
cet-13814	88	32	(	(	PUNCT
cet-13814	88	33	avg	avg	NOUN
cet-13814	88	34	)	)	PUNCT
cet-13814	88	35	yes	yes	PRON
cet-13814	89	1	case	case	NOUN
cet-13814	89	2	study	study	VERB
cet-13814	89	3	#	#	SYM
cet-13814	89	4	2	2	NUM
cet-13814	89	5	reboiler	reboiler	NOUN
cet-13814	89	6	heat	heat	NOUN
cet-13814	89	7	duty	duty	NOUN
cet-13814	89	8	4.29	4.29	NUM
cet-13814	89	9	1.62	1.62	NUM
cet-13814	89	10	7	7	NUM
cet-13814	89	11	condenser	condenser	NOUN
cet-13814	89	12	heat	heat	NOUN
cet-13814	89	13	duty	duty	NOUN
cet-13814	89	14	3.19	3.19	NUM
cet-13814	89	15	1.27	1.27	NUM
cet-13814	89	16	4	4	NUM
cet-13814	89	17	total	total	ADJ
cet-13814	89	18	heat	heat	NOUN
cet-13814	89	19	duty	duty	NOUN
cet-13814	89	20	3.84	3.84	NUM
cet-13814	89	21	1.53	1.53	NUM
cet-13814	89	22	7	7	NUM
cet-13814	89	23	2.17	2.17	NUM
cet-13814	89	24	0.89	0.89	NUM
cet-13814	89	25	8	8	NUM
cet-13814	89	26	(	(	PUNCT
cet-13814	89	27	avg	avg	NOUN
cet-13814	89	28	)	)	PUNCT
cet-13814	89	29	yes	yes	INTJ
cet-13814	89	30	also	also	ADV
cet-13814	89	31	for	for	ADP
cet-13814	89	32	this	this	DET
cet-13814	89	33	example	example	NOUN
cet-13814	89	34	,	,	PUNCT
cet-13814	89	35	as	as	SCONJ
cet-13814	89	36	reported	report	VERB
cet-13814	89	37	in	in	ADP
cet-13814	89	38	table	table	NOUN
cet-13814	89	39	3	3	NUM
cet-13814	89	40	,	,	PUNCT
cet-13814	89	41	the	the	DET
cet-13814	89	42	reboiler	reboiler	NOUN
cet-13814	89	43	is	be	AUX
cet-13814	89	44	the	the	DET
cet-13814	89	45	main	main	ADJ
cet-13814	89	46	part	part	NOUN
cet-13814	89	47	of	of	ADP
cet-13814	89	48	the	the	DET
cet-13814	89	49	unit	unit	NOUN
cet-13814	89	50	in	in	ADP
cet-13814	89	51	terms	term	NOUN
cet-13814	89	52	of	of	ADP
cet-13814	89	53	environmental	environmental	ADJ
cet-13814	89	54	impact	impact	NOUN
cet-13814	89	55	,	,	PUNCT
cet-13814	89	56	the	the	DET
cet-13814	89	57	mae	mae	PROPN
cet-13814	89	58	is	be	AUX
cet-13814	89	59	no	no	ADV
cet-13814	89	60	lower	low	ADJ
cet-13814	89	61	than	than	ADP
cet-13814	89	62	2	2	NUM
cet-13814	89	63	%	%	NOUN
cet-13814	89	64	for	for	ADP
cet-13814	89	65	both	both	CCONJ
cet-13814	89	66	the	the	DET
cet-13814	89	67	utilities	utility	NOUN
cet-13814	89	68	and	and	CCONJ
cet-13814	89	69	the	the	DET
cet-13814	89	70	use	use	NOUN
cet-13814	89	71	of	of	ADP
cet-13814	89	72	subsets	subset	NOUN
cet-13814	89	73	allows	allow	VERB
cet-13814	89	74	to	to	PART
cet-13814	89	75	further	far	ADV
cet-13814	89	76	reduce	reduce	VERB
cet-13814	89	77	these	these	DET
cet-13814	89	78	values	value	NOUN
cet-13814	89	79	below	below	ADP
cet-13814	89	80	the	the	DET
cet-13814	89	81	1	1	NUM
cet-13814	89	82	%	%	NOUN
cet-13814	89	83	.	.	PUNCT
cet-13814	90	1	5	5	X
cet-13814	90	2	.	.	X
cet-13814	90	3	conclusions	conclusion	NOUN
cet-13814	90	4	the	the	DET
cet-13814	90	5	presented	present	VERB
cet-13814	90	6	research	research	NOUN
cet-13814	90	7	work	work	NOUN
cet-13814	90	8	explores	explore	VERB
cet-13814	90	9	the	the	DET
cet-13814	90	10	opportunity	opportunity	NOUN
cet-13814	90	11	to	to	PART
cet-13814	90	12	predict	predict	VERB
cet-13814	90	13	energy	energy	NOUN
cet-13814	90	14	consumption	consumption	NOUN
cet-13814	90	15	based	base	VERB
cet-13814	90	16	unit	unit	NOUN
cet-13814	90	17	operations	operation	NOUN
cet-13814	90	18	emissions	emission	NOUN
cet-13814	90	19	and	and	CCONJ
cet-13814	90	20	related	relate	VERB
cet-13814	90	21	costs	cost	NOUN
cet-13814	90	22	by	by	ADP
cet-13814	90	23	means	mean	NOUN
cet-13814	90	24	of	of	ADP
cet-13814	90	25	surrogate	surrogate	ADJ
cet-13814	90	26	modelling	modelling	NOUN
cet-13814	90	27	exploiting	exploit	VERB
cet-13814	90	28	the	the	DET
cet-13814	90	29	surface	surface	NOUN
cet-13814	90	30	response	response	NOUN
cet-13814	90	31	methodology	methodology	NOUN
cet-13814	90	32	by	by	ADP
cet-13814	90	33	means	mean	NOUN
cet-13814	90	34	of	of	ADP
cet-13814	90	35	the	the	DET
cet-13814	90	36	alamo	alamo	PROPN
cet-13814	90	37	software	software	PROPN
cet-13814	90	38	.	.	PUNCT
cet-13814	91	1	the	the	DET
cet-13814	91	2	outcome	outcome	NOUN
cet-13814	91	3	of	of	ADP
cet-13814	91	4	the	the	DET
cet-13814	91	5	proposed	propose	VERB
cet-13814	91	6	methodology	methodology	NOUN
cet-13814	91	7	on	on	ADP
cet-13814	91	8	the	the	DET
cet-13814	91	9	distillation	distillation	NOUN
cet-13814	91	10	unit	unit	NOUN
cet-13814	91	11	case	case	NOUN
cet-13814	91	12	study	study	NOUN
cet-13814	91	13	allows	allow	VERB
cet-13814	91	14	to	to	PART
cet-13814	91	15	accurately	accurately	ADV
cet-13814	91	16	define	define	VERB
cet-13814	91	17	the	the	DET
cet-13814	91	18	emissions	emission	NOUN
cet-13814	91	19	of	of	ADP
cet-13814	91	20	a	a	DET
cet-13814	91	21	distillation	distillation	NOUN
cet-13814	91	22	unit	unit	NOUN
cet-13814	91	23	both	both	CCONJ
cet-13814	91	24	for	for	ADP
cet-13814	91	25	a	a	DET
cet-13814	91	26	simple	simple	ADJ
cet-13814	91	27	thermodynamic	thermodynamic	ADJ
cet-13814	91	28	unit	unit	NOUN
cet-13814	91	29	operation	operation	NOUN
cet-13814	91	30	and	and	CCONJ
cet-13814	91	31	for	for	ADP
cet-13814	91	32	a	a	DET
cet-13814	91	33	more	more	ADV
cet-13814	91	34	complex	complex	ADJ
cet-13814	91	35	one	one	NUM
cet-13814	91	36	involving	involve	VERB
cet-13814	91	37	an	an	DET
cet-13814	91	38	azeotropic	azeotropic	ADJ
cet-13814	91	39	species	specie	NOUN
cet-13814	91	40	over	over	ADP
cet-13814	91	41	the	the	DET
cet-13814	91	42	operating	operate	VERB
cet-13814	91	43	domain	domain	NOUN
cet-13814	91	44	of	of	ADP
cet-13814	91	45	interest	interest	NOUN
cet-13814	91	46	.	.	PUNCT
cet-13814	92	1	moreover	moreover	ADV
cet-13814	92	2	,	,	PUNCT
cet-13814	92	3	the	the	DET
cet-13814	92	4	partition	partition	NOUN
cet-13814	92	5	of	of	ADP
cet-13814	92	6	the	the	DET
cet-13814	92	7	domain	domain	NOUN
cet-13814	92	8	into	into	ADP
cet-13814	92	9	subsets	subset	NOUN
cet-13814	92	10	allowed	allow	VERB
cet-13814	92	11	to	to	PART
cet-13814	92	12	further	far	ADV
cet-13814	92	13	increase	increase	VERB
cet-13814	92	14	the	the	DET
cet-13814	92	15	model	model	NOUN
cet-13814	92	16	accuracy	accuracy	NOUN
cet-13814	92	17	without	without	ADP
cet-13814	92	18	relevant	relevant	ADJ
cet-13814	92	19	drawbacks	drawback	NOUN
cet-13814	92	20	affecting	affect	VERB
cet-13814	92	21	the	the	DET
cet-13814	92	22	computational	computational	ADJ
cet-13814	92	23	performances	performance	NOUN
cet-13814	92	24	.	.	PUNCT
cet-13814	93	1	based	base	VERB
cet-13814	93	2	on	on	ADP
cet-13814	93	3	this	this	DET
cet-13814	93	4	results	result	NOUN
cet-13814	93	5	,	,	PUNCT
cet-13814	93	6	the	the	DET
cet-13814	93	7	surrogate	surrogate	ADJ
cet-13814	93	8	modelling	modelling	NOUN
cet-13814	93	9	approach	approach	NOUN
cet-13814	93	10	for	for	ADP
cet-13814	93	11	emissions	emission	NOUN
cet-13814	93	12	estimation	estimation	NOUN
cet-13814	93	13	is	be	AUX
cet-13814	93	14	a	a	DET
cet-13814	93	15	tool	tool	NOUN
cet-13814	93	16	worth	worth	ADJ
cet-13814	93	17	further	further	ADJ
cet-13814	93	18	investigation	investigation	NOUN
cet-13814	93	19	in	in	ADP
cet-13814	93	20	future	future	ADJ
cet-13814	93	21	research	research	NOUN
cet-13814	93	22	.	.	PUNCT
cet-13814	94	1	applications	application	NOUN
cet-13814	94	2	of	of	ADP
cet-13814	94	3	particular	particular	ADJ
cet-13814	94	4	interest	interest	NOUN
cet-13814	94	5	could	could	AUX
cet-13814	94	6	be	be	AUX
cet-13814	94	7	more	more	ADV
cet-13814	94	8	complex	complex	ADJ
cet-13814	94	9	systems	system	NOUN
cet-13814	94	10	,	,	PUNCT
cet-13814	94	11	such	such	ADJ
cet-13814	94	12	as	as	ADP
cet-13814	94	13	distillation	distillation	NOUN
cet-13814	94	14	trains	train	NOUN
cet-13814	94	15	,	,	PUNCT
cet-13814	94	16	as	as	ADV
cet-13814	94	17	well	well	ADV
cet-13814	94	18	as	as	ADP
cet-13814	94	19	processes	process	NOUN
cet-13814	94	20	involving	involve	VERB
cet-13814	94	21	reactors	reactor	NOUN
cet-13814	94	22	or	or	CCONJ
cet-13814	94	23	also	also	ADV
cet-13814	94	24	power	power	NOUN
cet-13814	94	25	plants	plant	NOUN
cet-13814	94	26	.	.	PUNCT
cet-13814	95	1	references	reference	NOUN
cet-13814	95	2	bhosekar	bhosekar	PROPN
cet-13814	95	3	a.	a.	PROPN
cet-13814	95	4	,	,	PUNCT
cet-13814	95	5	ierapetritou	ierapetritou	PROPN
cet-13814	95	6	m.	m.	NOUN
cet-13814	95	7	,	,	PUNCT
cet-13814	95	8	2018	2018	NUM
cet-13814	95	9	.	.	PUNCT
cet-13814	96	1	advances	advance	NOUN
cet-13814	96	2	in	in	ADP
cet-13814	96	3	surrogate	surrogate	ADJ
cet-13814	96	4	based	base	VERB
cet-13814	96	5	modeling	modeling	NOUN
cet-13814	96	6	,	,	PUNCT
cet-13814	96	7	feasibility	feasibility	NOUN
cet-13814	96	8	analysis	analysis	NOUN
cet-13814	96	9	,	,	PUNCT
cet-13814	96	10	and	and	CCONJ
cet-13814	96	11	optimization	optimization	NOUN
cet-13814	96	12	:	:	PUNCT
cet-13814	96	13	a	a	DET
cet-13814	96	14	review	review	NOUN
cet-13814	96	15	.	.	PUNCT
cet-13814	97	1	computers	computer	NOUN
cet-13814	97	2	&	&	CCONJ
cet-13814	97	3	chemical	chemical	PROPN
cet-13814	97	4	engineering	engineering	PROPN
cet-13814	97	5	108	108	NUM
cet-13814	97	6	,	,	PUNCT
cet-13814	97	7	250–267	250–267	NUM
cet-13814	97	8	.	.	PUNCT
cet-13814	97	9	cozad	cozad	PROPN
cet-13814	97	10	a.	a.	PROPN
cet-13814	97	11	,	,	PUNCT
cet-13814	97	12	sahinidis	sahinidis	PROPN
cet-13814	97	13	n.	n.	PROPN
cet-13814	97	14	v.	v.	PROPN
cet-13814	97	15	,	,	PUNCT
cet-13814	97	16	miller	miller	PROPN
cet-13814	97	17	d.	d.	PROPN
cet-13814	97	18	c.	c.	PROPN
cet-13814	97	19	,	,	PUNCT
cet-13814	97	20	2014	2014	NUM
cet-13814	97	21	.	.	PUNCT
cet-13814	98	1	learning	learn	VERB
cet-13814	98	2	surrogate	surrogate	ADJ
cet-13814	98	3	models	model	NOUN
cet-13814	98	4	for	for	ADP
cet-13814	98	5	simulation	simulation	NOUN
cet-13814	98	6	-	-	PUNCT
cet-13814	98	7	based	base	VERB
cet-13814	98	8	optimization	optimization	NOUN
cet-13814	98	9	,	,	PUNCT
cet-13814	98	10	aiche	aiche	PROPN
cet-13814	98	11	journal	journal	PROPN
cet-13814	98	12	60	60	NUM
cet-13814	98	13	,	,	PUNCT
cet-13814	98	14	2211–2227	2211–2227	NUM
cet-13814	98	15	.	.	PUNCT
cet-13814	98	16	di	di	PROPN
cet-13814	98	17	pretoro	pretoro	PROPN
cet-13814	98	18	a.	a.	PROPN
cet-13814	98	19	,	,	PUNCT
cet-13814	98	20	montastruc	montastruc	PROPN
cet-13814	98	21	l.	l.	PROPN
cet-13814	98	22	,	,	PUNCT
cet-13814	98	23	manenti	manenti	PROPN
cet-13814	98	24	f.	f.	PROPN
cet-13814	98	25	,	,	PUNCT
cet-13814	98	26	joulia	joulia	PROPN
cet-13814	98	27	x.	x.	PROPN
cet-13814	98	28	,	,	PUNCT
cet-13814	98	29	2019	2019	NUM
cet-13814	98	30	.	.	PUNCT
cet-13814	99	1	flexibility	flexibility	NOUN
cet-13814	99	2	analysis	analysis	NOUN
cet-13814	99	3	of	of	ADP
cet-13814	99	4	a	a	DET
cet-13814	99	5	distillation	distillation	NOUN
cet-13814	99	6	column	column	NOUN
cet-13814	99	7	:	:	PUNCT
cet-13814	99	8	indexes	index	VERB
cet-13814	99	9	comparison	comparison	NOUN
cet-13814	99	10	and	and	CCONJ
cet-13814	99	11	economic	economic	ADJ
cet-13814	99	12	assessment	assessment	NOUN
cet-13814	99	13	,	,	PUNCT
cet-13814	99	14	computers	computer	NOUN
cet-13814	99	15	&	&	CCONJ
cet-13814	99	16	chemical	chemical	PROPN
cet-13814	99	17	engineering	engineering	PROPN
cet-13814	99	18	124	124	NUM
cet-13814	99	19	,	,	PUNCT
cet-13814	99	20	93–108	93–108	NUM
cet-13814	99	21	.	.	PUNCT
cet-13814	100	1	di	di	PROPN
cet-13814	100	2	pretoro	pretoro	PROPN
cet-13814	100	3	a.	a.	PROPN
cet-13814	100	4	,	,	PUNCT
cet-13814	100	5	montastruc	montastruc	PROPN
cet-13814	100	6	l.	l.	PROPN
cet-13814	100	7	,	,	PUNCT
cet-13814	100	8	manenti	manenti	PROPN
cet-13814	100	9	f.	f.	PROPN
cet-13814	100	10	,	,	PUNCT
cet-13814	100	11	joulia	joulia	PROPN
cet-13814	100	12	x.	x.	PROPN
cet-13814	100	13	,	,	PUNCT
cet-13814	100	14	2020	2020	NUM
cet-13814	100	15	.	.	PUNCT
cet-13814	101	1	flexibility	flexibility	NOUN
cet-13814	101	2	assessment	assessment	NOUN
cet-13814	101	3	of	of	ADP
cet-13814	101	4	a	a	DET
cet-13814	101	5	biorefinery	biorefinery	ADJ
cet-13814	101	6	distillation	distillation	NOUN
cet-13814	101	7	train	train	NOUN
cet-13814	101	8	:	:	PUNCT
cet-13814	101	9	optimal	optimal	ADJ
cet-13814	101	10	design	design	NOUN
cet-13814	101	11	under	under	ADP
cet-13814	101	12	uncertain	uncertain	ADJ
cet-13814	101	13	conditions	condition	NOUN
cet-13814	101	14	.	.	PUNCT
cet-13814	102	1	computers	computer	NOUN
cet-13814	102	2	&	&	CCONJ
cet-13814	102	3	chemical	chemical	PROPN
cet-13814	102	4	engineering	engineering	PROPN
cet-13814	102	5	,	,	PUNCT
cet-13814	102	6	138	138	NUM
cet-13814	102	7	,	,	PUNCT
cet-13814	102	8	pp.106831	pp.106831	PROPN
cet-13814	102	9	.	.	PROPN
cet-13814	102	10	di	di	PROPN
cet-13814	102	11	pretoro	pretoro	PROPN
cet-13814	102	12	a.	a.	PROPN
cet-13814	102	13	,	,	PUNCT
cet-13814	102	14	bruns	bruns	PROPN
cet-13814	102	15	b.	b.	PROPN
cet-13814	102	16	,	,	PUNCT
cet-13814	102	17	negny	negny	PROPN
cet-13814	102	18	s.	s.	PROPN
cet-13814	102	19	,	,	PUNCT
cet-13814	102	20	grünewald	grünewald	PROPN
cet-13814	102	21	m.	m.	PROPN
cet-13814	102	22	,	,	PUNCT
cet-13814	102	23	riese	riese	PROPN
cet-13814	102	24	j.	j.	PROPN
cet-13814	102	25	,	,	PUNCT
cet-13814	102	26	2022a	2022a	NUM
cet-13814	102	27	.	.	PUNCT
cet-13814	103	1	demand	demand	NOUN
cet-13814	103	2	response	response	NOUN
cet-13814	103	3	scheduling	scheduling	NOUN
cet-13814	103	4	using	use	VERB
cet-13814	103	5	derivative	derivative	NOUN
cet-13814	103	6	-	-	PUNCT
cet-13814	103	7	based	base	VERB
cet-13814	103	8	dynamic	dynamic	ADJ
cet-13814	103	9	surrogate	surrogate	ADJ
cet-13814	103	10	models	model	NOUN
cet-13814	103	11	.	.	PUNCT
cet-13814	104	1	comput	comput	NOUN
cet-13814	104	2	.	.	PUNCT
cet-13814	105	1	&	&	CCONJ
cet-13814	105	2	chem	chem	PROPN
cet-13814	105	3	.	.	PUNCT
cet-13814	106	1	eng	eng	PROPN
cet-13814	106	2	.	.	PROPN
cet-13814	106	3	160	160	NUM
cet-13814	106	4	,	,	PUNCT
cet-13814	106	5	107711	107711	NUM
cet-13814	106	6	.	.	PUNCT
cet-13814	107	1	di	di	PROPN
cet-13814	107	2	pretoro	pretoro	PROPN
cet-13814	107	3	a.	a.	PROPN
cet-13814	107	4	,	,	PUNCT
cet-13814	107	5	tomaselli	tomaselli	PROPN
cet-13814	107	6	a.	a.	PROPN
cet-13814	107	7	,	,	PUNCT
cet-13814	107	8	manenti	manenti	PROPN
cet-13814	107	9	f.	f.	PROPN
cet-13814	107	10	,	,	PUNCT
cet-13814	107	11	montastruc	montastruc	PROPN
cet-13814	107	12	l.	l.	PROPN
cet-13814	107	13	,	,	PUNCT
cet-13814	107	14	2022b	2022b	NUM
cet-13814	107	15	.	.	PUNCT
cet-13814	108	1	dynamic	dynamic	ADJ
cet-13814	108	2	surrogate	surrogate	ADJ
cet-13814	108	3	modeling	modeling	NOUN
cet-13814	108	4	for	for	ADP
cet-13814	108	5	continuous	continuous	ADJ
cet-13814	108	6	processes	process	NOUN
cet-13814	108	7	control	control	NOUN
cet-13814	108	8	applications	application	NOUN
cet-13814	108	9	,	,	PUNCT
cet-13814	108	10	computer	computer	NOUN
cet-13814	108	11	aided	aid	VERB
cet-13814	108	12	chemical	chemical	NOUN
cet-13814	108	13	engineering	engineering	NOUN
cet-13814	108	14	51	51	NUM
cet-13814	108	15	,	,	PUNCT
cet-13814	108	16	91	91	NUM
cet-13814	108	17	-	-	SYM
cet-13814	108	18	96	96	NUM
cet-13814	108	19	.	.	PUNCT
cet-13814	109	1	davis	davis	PROPN
cet-13814	109	2	s.	s.	PROPN
cet-13814	109	3	e.	e.	PROPN
cet-13814	109	4	,	,	PUNCT
cet-13814	109	5	cremaschi	cremaschi	PROPN
cet-13814	109	6	s.	s.	PROPN
cet-13814	109	7	,	,	PUNCT
cet-13814	109	8	eden	eden	PROPN
cet-13814	109	9	m.	m.	PROPN
cet-13814	109	10	r.	r.	PROPN
cet-13814	109	11	,	,	PUNCT
cet-13814	109	12	2018	2018	NUM
cet-13814	109	13	.	.	PUNCT
cet-13814	110	1	efficient	efficient	ADJ
cet-13814	110	2	surrogate	surrogate	PROPN
cet-13814	110	3	model	model	NOUN
cet-13814	110	4	development	development	NOUN
cet-13814	110	5	:	:	PUNCT
cet-13814	110	6	impact	impact	NOUN
cet-13814	110	7	of	of	ADP
cet-13814	110	8	sample	sample	NOUN
cet-13814	110	9	size	size	NOUN
cet-13814	110	10	and	and	CCONJ
cet-13814	110	11	underlying	underlying	ADJ
cet-13814	110	12	model	model	NOUN
cet-13814	110	13	dimensions	dimension	NOUN
cet-13814	110	14	.	.	PUNCT
cet-13814	111	1	comput	comput	NOUN
cet-13814	111	2	.	.	PUNCT
cet-13814	112	1	aided	aid	VERB
cet-13814	112	2	chem	chem	NOUN
cet-13814	112	3	.	.	PUNCT
cet-13814	113	1	eng	eng	PROPN
cet-13814	113	2	.	.	PROPN
cet-13814	113	3	44	44	NUM
cet-13814	113	4	,	,	PUNCT
cet-13814	113	5	979	979	NUM
cet-13814	113	6	-	-	SYM
cet-13814	113	7	984	984	NUM
cet-13814	113	8	.	.	PUNCT
cet-13814	114	1	gadalla	gadalla	PROPN
cet-13814	114	2	,	,	PUNCT
cet-13814	114	3	m.	m.	NOUN
cet-13814	114	4	,	,	PUNCT
cet-13814	114	5	olujić	olujić	PROPN
cet-13814	114	6	,	,	PUNCT
cet-13814	114	7	ž	ž	PROPN
cet-13814	114	8	.	.	PROPN
cet-13814	114	9	,	,	PUNCT
cet-13814	114	10	jobson	jobson	PROPN
cet-13814	114	11	,	,	PUNCT
cet-13814	114	12	m.	m.	NOUN
cet-13814	114	13	,	,	PUNCT
cet-13814	114	14	smith	smith	PROPN
cet-13814	114	15	,	,	PUNCT
cet-13814	114	16	r.	r.	PROPN
cet-13814	114	17	2006	2006	NUM
cet-13814	114	18	.	.	PUNCT
cet-13814	115	1	estimation	estimation	NOUN
cet-13814	115	2	and	and	CCONJ
cet-13814	115	3	reduction	reduction	NOUN
cet-13814	115	4	of	of	ADP
cet-13814	115	5	co2	co2	NOUN
cet-13814	115	6	emissions	emission	NOUN
cet-13814	115	7	from	from	ADP
cet-13814	115	8	crude	crude	ADJ
cet-13814	115	9	oil	oil	NOUN
cet-13814	115	10	distillation	distillation	NOUN
cet-13814	115	11	units	unit	NOUN
cet-13814	115	12	.	.	PUNCT
cet-13814	116	1	energy	energy	NOUN
cet-13814	116	2	31	31	NUM
cet-13814	116	3	,	,	PUNCT
cet-13814	116	4	2398–2408	2398–2408	NUM
cet-13814	116	5	.	.	PUNCT
cet-13814	117	1	mcbride	mcbride	PROPN
cet-13814	117	2	k.	k.	PROPN
cet-13814	117	3	,	,	PUNCT
cet-13814	117	4	sundmacher	sundmacher	PROPN
cet-13814	117	5	k.	k.	PROPN
cet-13814	117	6	,	,	PUNCT
cet-13814	117	7	2019	2019	NUM
cet-13814	117	8	.	.	PUNCT
cet-13814	118	1	overview	overview	NOUN
cet-13814	118	2	of	of	ADP
cet-13814	118	3	surrogate	surrogate	ADJ
cet-13814	118	4	modeling	modeling	NOUN
cet-13814	118	5	in	in	ADP
cet-13814	118	6	chemical	chemical	NOUN
cet-13814	118	7	process	process	NOUN
cet-13814	118	8	engineering	engineering	NOUN
cet-13814	118	9	.	.	PUNCT
cet-13814	119	1	chemie	chemie	PROPN
cet-13814	119	2	ingenieur	ingenieur	PROPN
cet-13814	119	3	technik	technik	PROPN
cet-13814	119	4	91	91	NUM
cet-13814	119	5	,	,	PUNCT
cet-13814	119	6	228–239	228–239	NUM
cet-13814	119	7	.	.	PROPN
cet-13814	119	8	zinare	zinare	PROPN
cet-13814	119	9	mamo	mamo	PROPN
cet-13814	119	10	t.	t.	PROPN
cet-13814	119	11	,	,	PUNCT
cet-13814	119	12	di	di	PROPN
cet-13814	119	13	pretoro	pretoro	PROPN
cet-13814	119	14	a.	a.	PROPN
cet-13814	119	15	,	,	PUNCT
cet-13814	119	16	chiari	chiari	NOUN
cet-13814	119	17	v.	v.	PROPN
cet-13814	119	18	,	,	PUNCT
cet-13814	119	19	montastruc	montastruc	PROPN
cet-13814	119	20	l.	l.	PROPN
cet-13814	119	21	,	,	PUNCT
cet-13814	119	22	negny	negny	PROPN
cet-13814	119	23	s.	s.	PROPN
cet-13814	119	24	,	,	PUNCT
cet-13814	119	25	2023	2023	NUM
cet-13814	119	26	.	.	PUNCT
cet-13814	120	1	benefits	benefit	NOUN
cet-13814	120	2	of	of	ADP
cet-13814	120	3	feasibility	feasibility	NOUN
cet-13814	120	4	constrained	constrain	VERB
cet-13814	120	5	sampling	sampling	NOUN
cet-13814	120	6	on	on	ADP
cet-13814	120	7	unit	unit	NOUN
cet-13814	120	8	operations	operation	NOUN
cet-13814	120	9	surrogate	surrogate	ADJ
cet-13814	120	10	model	model	NOUN
cet-13814	120	11	accuracy	accuracy	NOUN
cet-13814	120	12	.	.	PUNCT
cet-13814	121	1	comput	comput	NOUN
cet-13814	121	2	.	.	PUNCT
cet-13814	122	1	&	&	CCONJ
cet-13814	122	2	chem	chem	PROPN
cet-13814	122	3	.	.	PUNCT
cet-13814	123	1	eng	eng	PROPN
cet-13814	123	2	.	.	PROPN
cet-13814	123	3	,	,	PUNCT
cet-13814	123	4	108210	108210	NUM
cet-13814	123	5	.	.	PUNCT
cet-13814	124	1	456	456	NUM
cet-13814	124	2	5dipretoro.pdf	5dipretoro.pdf	NUM
cet-13814	124	3	enhancing	enhance	VERB
cet-13814	124	4	computational	computational	ADJ
cet-13814	124	5	performances	performance	NOUN
cet-13814	124	6	in	in	ADP
cet-13814	124	7	chemical	chemical	NOUN
cet-13814	124	8	processes	process	NOUN
cet-13814	124	9	costs	cost	NOUN
cet-13814	124	10	and	and	CCONJ
cet-13814	124	11	emissions	emission	NOUN
cet-13814	124	12	prediction	prediction	NOUN
cet-13814	124	13	:	:	PUNCT
cet-13814	124	14	a	a	DET
cet-13814	124	15	surrogate	surrogate	ADJ
cet-13814	124	16	modelling	modelling	NOUN
cet-13814	124	17	based	base	VERB
cet-13814	124	18	approach	approach	NOUN