id	sid	tid	token	lemma	pos
cet-76	1	1	chemical	chemical	NOUN
cet-76	1	2	engineering	engineering	NOUN
cet-76	1	3	transactions	transaction	NOUN
cet-76	1	4	vol	vol	NOUN
cet-76	1	5	.	.	PROPN
cet-76	1	6	61	61	NUM
cet-76	1	7	,	,	PUNCT
cet-76	1	8	2017	2017	NUM
cet-76	1	9	a	a	DET
cet-76	1	10	publication	publication	NOUN
cet-76	1	11	of	of	ADP
cet-76	1	12	the	the	DET
cet-76	1	13	italian	italian	ADJ
cet-76	1	14	association	association	NOUN
cet-76	1	15	of	of	ADP
cet-76	1	16	chemical	chemical	PROPN
cet-76	1	17	engineering	engineering	NOUN
cet-76	1	18	online	online	ADV
cet-76	1	19	at	at	ADP
cet-76	1	20	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-76	1	21	guest	guest	NOUN
cet-76	1	22	editors	editor	NOUN
cet-76	1	23	:	:	PUNCT
cet-76	1	24	petar	petar	PROPN
cet-76	1	25	s	s	PART
cet-76	1	26	varbanov	varbanov	NOUN
cet-76	1	27	,	,	PUNCT
cet-76	1	28	rongxin	rongxin	PROPN
cet-76	1	29	su	su	PROPN
cet-76	1	30	,	,	PUNCT
cet-76	1	31	hon	hon	PROPN
cet-76	1	32	loong	loong	PROPN
cet-76	1	33	lam	lam	PROPN
cet-76	1	34	,	,	PUNCT
cet-76	1	35	xia	xia	PROPN
cet-76	1	36	liu	liu	PROPN
cet-76	1	37	,	,	PUNCT
cet-76	1	38	jiří	jiří	NOUN
cet-76	1	39	j	j	PROPN
cet-76	1	40	klemeš	klemeš	PROPN
cet-76	1	41	copyright	copyright	NOUN
cet-76	1	42	©	©	PROPN
cet-76	1	43	2017	2017	NUM
cet-76	1	44	,	,	PUNCT
cet-76	1	45	aidic	aidic	ADJ
cet-76	1	46	servizi	servizi	PROPN
cet-76	1	47	s.r.l	s.r.l	PROPN
cet-76	1	48	.	.	PUNCT
cet-76	2	1	isbn	isbn	ADJ
cet-76	2	2	978	978	NUM
cet-76	2	3	-	-	SYM
cet-76	2	4	88	88	NUM
cet-76	2	5	-	-	PUNCT
cet-76	2	6	95608	95608	NUM
cet-76	2	7	-	-	PUNCT
cet-76	2	8	51	51	NUM
cet-76	2	9	-	-	SYM
cet-76	2	10	8	8	NUM
cet-76	2	11	;	;	PUNCT
cet-76	2	12	issn	issn	PROPN
cet-76	2	13	2283	2283	NUM
cet-76	2	14	-	-	SYM
cet-76	2	15	9216	9216	NUM
cet-76	2	16	design	design	NOUN
cet-76	2	17	a	a	DET
cet-76	2	18	sustainable	sustainable	ADJ
cet-76	2	19	supply	supply	NOUN
cet-76	2	20	chain	chain	NOUN
cet-76	2	21	under	under	ADP
cet-76	2	22	uncertainty	uncertainty	NOUN
cet-76	2	23	using	use	VERB
cet-76	2	24	life	life	NOUN
cet-76	2	25	cycle	cycle	NOUN
cet-76	2	26	optimisation	optimisation	NOUN
cet-76	2	27	and	and	CCONJ
cet-76	2	28	stochastic	stochastic	NOUN
cet-76	2	29	programming	programming	NOUN
cet-76	2	30	jiyao	jiyao	PROPN
cet-76	2	31	gao	gao	PROPN
cet-76	2	32	,	,	PUNCT
cet-76	2	33	fengqi	fengqi	VERB
cet-76	2	34	you	you	PRON
cet-76	2	35	*	*	PUNCT
cet-76	2	36	cornell	cornell	PROPN
cet-76	2	37	university	university	PROPN
cet-76	2	38	,	,	PUNCT
cet-76	2	39	ithaca	ithaca	PROPN
cet-76	2	40	,	,	PUNCT
cet-76	2	41	new	new	PROPN
cet-76	2	42	york	york	PROPN
cet-76	2	43	14853	14853	NUM
cet-76	2	44	,	,	PUNCT
cet-76	2	45	usa	usa	PROPN
cet-76	2	46	this	this	DET
cet-76	2	47	work	work	NOUN
cet-76	2	48	addresses	address	VERB
cet-76	2	49	the	the	DET
cet-76	2	50	life	life	NOUN
cet-76	2	51	cycle	cycle	NOUN
cet-76	2	52	economic	economic	ADJ
cet-76	2	53	and	and	CCONJ
cet-76	2	54	environmental	environmental	ADJ
cet-76	2	55	optimisation	optimisation	NOUN
cet-76	2	56	of	of	ADP
cet-76	2	57	a	a	DET
cet-76	2	58	supply	supply	NOUN
cet-76	2	59	chain	chain	NOUN
cet-76	2	60	network	network	NOUN
cet-76	2	61	considering	consider	VERB
cet-76	2	62	both	both	CCONJ
cet-76	2	63	design	design	NOUN
cet-76	2	64	and	and	CCONJ
cet-76	2	65	operational	operational	ADJ
cet-76	2	66	decisions	decision	NOUN
cet-76	2	67	under	under	ADP
cet-76	2	68	uncertainty	uncertainty	NOUN
cet-76	2	69	.	.	PUNCT
cet-76	3	1	a	a	DET
cet-76	3	2	general	general	ADJ
cet-76	3	3	modelling	modelling	NOUN
cet-76	3	4	framework	framework	NOUN
cet-76	3	5	is	be	AUX
cet-76	3	6	proposed	propose	VERB
cet-76	3	7	that	that	SCONJ
cet-76	3	8	integrates	integrate	VERB
cet-76	3	9	the	the	DET
cet-76	3	10	functional	functional	ADJ
cet-76	3	11	-	-	PUNCT
cet-76	3	12	unit	unit	NOUN
cet-76	3	13	-	-	PUNCT
cet-76	3	14	based	base	VERB
cet-76	3	15	life	life	NOUN
cet-76	3	16	cycle	cycle	NOUN
cet-76	3	17	optimisation	optimisation	NOUN
cet-76	3	18	methodology	methodology	NOUN
cet-76	3	19	and	and	CCONJ
cet-76	3	20	the	the	DET
cet-76	3	21	two	two	NUM
cet-76	3	22	-	-	PUNCT
cet-76	3	23	stage	stage	NOUN
cet-76	3	24	stochastic	stochastic	ADJ
cet-76	3	25	programming	programming	NOUN
cet-76	3	26	approach	approach	NOUN
cet-76	3	27	for	for	ADP
cet-76	3	28	sustainable	sustainable	ADJ
cet-76	3	29	supply	supply	NOUN
cet-76	3	30	chain	chain	NOUN
cet-76	3	31	optimisation	optimisation	NOUN
cet-76	3	32	under	under	ADP
cet-76	3	33	uncertainty	uncertainty	NOUN
cet-76	3	34	.	.	PUNCT
cet-76	4	1	a	a	DET
cet-76	4	2	stochastic	stochastic	ADJ
cet-76	4	3	mixed	mix	VERB
cet-76	4	4	-	-	PUNCT
cet-76	4	5	integer	integer	NOUN
cet-76	4	6	linear	linear	ADJ
cet-76	4	7	fractional	fractional	ADJ
cet-76	4	8	programming	programming	NOUN
cet-76	4	9	(	(	PUNCT
cet-76	4	10	smilfp	smilfp	NOUN
cet-76	4	11	)	)	PUNCT
cet-76	4	12	model	model	NOUN
cet-76	4	13	is	be	AUX
cet-76	4	14	developed	develop	VERB
cet-76	4	15	to	to	PART
cet-76	4	16	tackle	tackle	VERB
cet-76	4	17	multiple	multiple	ADJ
cet-76	4	18	uncertainties	uncertainty	NOUN
cet-76	4	19	regarding	regard	VERB
cet-76	4	20	feedstock	feedstock	NOUN
cet-76	4	21	supply	supply	NOUN
cet-76	4	22	uncertainty	uncertainty	NOUN
cet-76	4	23	and	and	CCONJ
cet-76	4	24	product	product	NOUN
cet-76	4	25	demand	demand	NOUN
cet-76	4	26	uncertainty	uncertainty	NOUN
cet-76	4	27	.	.	PUNCT
cet-76	5	1	to	to	PART
cet-76	5	2	address	address	VERB
cet-76	5	3	the	the	DET
cet-76	5	4	computational	computational	ADJ
cet-76	5	5	challenge	challenge	NOUN
cet-76	5	6	of	of	ADP
cet-76	5	7	solving	solve	VERB
cet-76	5	8	large	large	ADJ
cet-76	5	9	-	-	PUNCT
cet-76	5	10	scale	scale	NOUN
cet-76	5	11	smilfp	smilfp	NOUN
cet-76	5	12	problems	problem	NOUN
cet-76	5	13	,	,	PUNCT
cet-76	5	14	an	an	DET
cet-76	5	15	efficient	efficient	ADJ
cet-76	5	16	solution	solution	NOUN
cet-76	5	17	algorithm	algorithm	NOUN
cet-76	5	18	that	that	PRON
cet-76	5	19	takes	take	VERB
cet-76	5	20	advantage	advantage	NOUN
cet-76	5	21	of	of	ADP
cet-76	5	22	the	the	DET
cet-76	5	23	efficiency	efficiency	NOUN
cet-76	5	24	of	of	ADP
cet-76	5	25	parametric	parametric	ADJ
cet-76	5	26	algorithm	algorithm	NOUN
cet-76	5	27	and	and	CCONJ
cet-76	5	28	the	the	DET
cet-76	5	29	decomposition	decomposition	NOUN
cet-76	5	30	-	-	PUNCT
cet-76	5	31	based	base	VERB
cet-76	5	32	multi	multi	ADJ
cet-76	5	33	-	-	ADJ
cet-76	5	34	cut	cut	ADJ
cet-76	5	35	l	l	NOUN
cet-76	5	36	-	-	ADJ
cet-76	5	37	shaped	shape	VERB
cet-76	5	38	method	method	NOUN
cet-76	5	39	is	be	AUX
cet-76	5	40	used	use	VERB
cet-76	5	41	.	.	PUNCT
cet-76	6	1	a	a	DET
cet-76	6	2	case	case	NOUN
cet-76	6	3	study	study	NOUN
cet-76	6	4	based	base	VERB
cet-76	6	5	on	on	ADP
cet-76	6	6	a	a	DET
cet-76	6	7	spatially	spatially	ADV
cet-76	6	8	explicit	explicit	ADJ
cet-76	6	9	model	model	NOUN
cet-76	6	10	for	for	ADP
cet-76	6	11	the	the	DET
cet-76	6	12	county	county	NOUN
cet-76	6	13	-	-	PUNCT
cet-76	6	14	level	level	NOUN
cet-76	6	15	hydrocarbon	hydrocarbon	NOUN
cet-76	6	16	biofuel	biofuel	NOUN
cet-76	6	17	supply	supply	NOUN
cet-76	6	18	chain	chain	NOUN
cet-76	6	19	is	be	AUX
cet-76	6	20	presented	present	VERB
cet-76	6	21	in	in	ADP
cet-76	6	22	illinois	illinois	PROPN
cet-76	6	23	to	to	PART
cet-76	6	24	demonstrate	demonstrate	VERB
cet-76	6	25	the	the	DET
cet-76	6	26	applicability	applicability	NOUN
cet-76	6	27	of	of	ADP
cet-76	6	28	the	the	DET
cet-76	6	29	proposed	propose	VERB
cet-76	6	30	modelling	modelling	NOUN
cet-76	6	31	and	and	CCONJ
cet-76	6	32	algorithmic	algorithmic	ADJ
cet-76	6	33	framework	framework	NOUN
cet-76	6	34	.	.	PUNCT
cet-76	7	1	1	1	X
cet-76	7	2	.	.	X
cet-76	7	3	introduction	introduction	NOUN
cet-76	7	4	recently	recently	ADV
cet-76	7	5	,	,	PUNCT
cet-76	7	6	a	a	DET
cet-76	7	7	functional	functional	ADJ
cet-76	7	8	-	-	PUNCT
cet-76	7	9	unit	unit	NOUN
cet-76	7	10	-	-	PUNCT
cet-76	7	11	based	base	VERB
cet-76	7	12	life	life	NOUN
cet-76	7	13	cycle	cycle	NOUN
cet-76	7	14	optimization	optimization	NOUN
cet-76	7	15	approach	approach	NOUN
cet-76	7	16	has	have	AUX
cet-76	7	17	been	be	AUX
cet-76	7	18	proposed	propose	VERB
cet-76	7	19	(	(	PUNCT
cet-76	7	20	yue	yue	PROPN
cet-76	7	21	et	et	PROPN
cet-76	7	22	al	al	PROPN
cet-76	7	23	.	.	PROPN
cet-76	7	24	,	,	PUNCT
cet-76	7	25	2016	2016	NUM
cet-76	7	26	)	)	PUNCT
cet-76	7	27	,	,	PUNCT
cet-76	7	28	which	which	PRON
cet-76	7	29	systematically	systematically	ADV
cet-76	7	30	optimizes	optimize	VERB
cet-76	7	31	the	the	DET
cet-76	7	32	economic	economic	ADJ
cet-76	7	33	and	and	CCONJ
cet-76	7	34	environmental	environmental	ADJ
cet-76	7	35	performance	performance	NOUN
cet-76	7	36	of	of	ADP
cet-76	7	37	a	a	DET
cet-76	7	38	biofuel	biofuel	NOUN
cet-76	7	39	supply	supply	NOUN
cet-76	7	40	chain	chain	NOUN
cet-76	7	41	based	base	VERB
cet-76	7	42	on	on	ADP
cet-76	7	43	a	a	DET
cet-76	7	44	functional	functional	ADJ
cet-76	7	45	unit	unit	NOUN
cet-76	7	46	associated	associate	VERB
cet-76	7	47	with	with	ADP
cet-76	7	48	the	the	DET
cet-76	7	49	production	production	NOUN
cet-76	7	50	system	system	NOUN
cet-76	7	51	.	.	PUNCT
cet-76	8	1	the	the	DET
cet-76	8	2	product	product	NOUN
cet-76	8	3	-	-	PUNCT
cet-76	8	4	centric	centric	ADJ
cet-76	8	5	perspective	perspective	NOUN
cet-76	8	6	embedded	embed	VERB
cet-76	8	7	in	in	ADP
cet-76	8	8	this	this	DET
cet-76	8	9	approach	approach	NOUN
cet-76	8	10	not	not	PART
cet-76	8	11	only	only	ADV
cet-76	8	12	captures	capture	VERB
cet-76	8	13	the	the	DET
cet-76	8	14	major	major	ADJ
cet-76	8	15	features	feature	NOUN
cet-76	8	16	of	of	ADP
cet-76	8	17	a	a	DET
cet-76	8	18	process	process	NOUN
cet-76	8	19	-	-	PUNCT
cet-76	8	20	based	base	VERB
cet-76	8	21	life	life	NOUN
cet-76	8	22	cycle	cycle	NOUN
cet-76	8	23	analysis	analysis	NOUN
cet-76	8	24	(	(	PUNCT
cet-76	8	25	lca	lca	PROPN
cet-76	8	26	)	)	PUNCT
cet-76	8	27	,	,	PUNCT
cet-76	8	28	but	but	CCONJ
cet-76	8	29	potentially	potentially	ADV
cet-76	8	30	leads	lead	VERB
cet-76	8	31	to	to	ADP
cet-76	8	32	more	more	ADJ
cet-76	8	33	cost	cost	NOUN
cet-76	8	34	-	-	PUNCT
cet-76	8	35	effective	effective	ADJ
cet-76	8	36	and	and	CCONJ
cet-76	8	37	sustainable	sustainable	ADJ
cet-76	8	38	supply	supply	NOUN
cet-76	8	39	chains	chain	NOUN
cet-76	8	40	(	(	PUNCT
cet-76	8	41	gao	gao	PROPN
cet-76	8	42	and	and	CCONJ
cet-76	8	43	you	you	PRON
cet-76	8	44	,	,	PUNCT
cet-76	8	45	2015a	2015a	NUM
cet-76	8	46	)	)	PUNCT
cet-76	8	47	.	.	PUNCT
cet-76	9	1	despite	despite	SCONJ
cet-76	9	2	the	the	DET
cet-76	9	3	wide	wide	ADJ
cet-76	9	4	application	application	NOUN
cet-76	9	5	of	of	ADP
cet-76	9	6	lca	lca	PROPN
cet-76	9	7	-	-	PUNCT
cet-76	9	8	based	base	VERB
cet-76	9	9	approaches	approach	NOUN
cet-76	9	10	,	,	PUNCT
cet-76	9	11	criticisms	criticism	NOUN
cet-76	9	12	are	be	AUX
cet-76	9	13	raised	raise	VERB
cet-76	9	14	for	for	ADP
cet-76	9	15	their	their	PRON
cet-76	9	16	vulnerability	vulnerability	NOUN
cet-76	9	17	to	to	ADP
cet-76	9	18	uncertainty	uncertainty	NOUN
cet-76	9	19	.	.	PUNCT
cet-76	10	1	uncertainties	uncertainty	NOUN
cet-76	10	2	are	be	AUX
cet-76	10	3	ubiquitous	ubiquitous	ADJ
cet-76	10	4	in	in	ADP
cet-76	10	5	the	the	DET
cet-76	10	6	biofuel	biofuel	NOUN
cet-76	10	7	supply	supply	NOUN
cet-76	10	8	chain	chain	NOUN
cet-76	10	9	and	and	CCONJ
cet-76	10	10	inherent	inherent	ADJ
cet-76	10	11	in	in	ADP
cet-76	10	12	quantitative	quantitative	ADJ
cet-76	10	13	measurements	measurement	NOUN
cet-76	10	14	of	of	ADP
cet-76	10	15	environmental	environmental	ADJ
cet-76	10	16	impacts	impact	NOUN
cet-76	10	17	(	(	PUNCT
cet-76	10	18	yue	yue	NOUN
cet-76	10	19	and	and	CCONJ
cet-76	10	20	you	you	PRON
cet-76	10	21	,	,	PUNCT
cet-76	10	22	2016	2016	NUM
cet-76	10	23	)	)	PUNCT
cet-76	10	24	.	.	PUNCT
cet-76	11	1	simply	simply	ADV
cet-76	11	2	doing	do	VERB
cet-76	11	3	sustainable	sustainable	ADJ
cet-76	11	4	optimisation	optimisation	NOUN
cet-76	11	5	of	of	ADP
cet-76	11	6	a	a	DET
cet-76	11	7	biofuel	biofuel	NOUN
cet-76	11	8	supply	supply	NOUN
cet-76	11	9	chain	chain	NOUN
cet-76	11	10	without	without	ADP
cet-76	11	11	considering	consider	VERB
cet-76	11	12	uncertainty	uncertainty	NOUN
cet-76	11	13	would	would	AUX
cet-76	11	14	be	be	AUX
cet-76	11	15	reckless	reckless	ADJ
cet-76	11	16	(	(	PUNCT
cet-76	11	17	emara	emara	X
cet-76	11	18	et	et	PROPN
cet-76	11	19	al	al	PROPN
cet-76	11	20	.	.	PROPN
cet-76	11	21	,	,	PUNCT
cet-76	11	22	2016	2016	NUM
cet-76	11	23	)	)	PUNCT
cet-76	11	24	,	,	PUNCT
cet-76	11	25	since	since	SCONJ
cet-76	11	26	both	both	CCONJ
cet-76	11	27	the	the	DET
cet-76	11	28	optimality	optimality	NOUN
cet-76	11	29	and	and	CCONJ
cet-76	11	30	feasibility	feasibility	NOUN
cet-76	11	31	of	of	ADP
cet-76	11	32	a	a	DET
cet-76	11	33	supply	supply	NOUN
cet-76	11	34	chain	chain	NOUN
cet-76	11	35	design	design	NOUN
cet-76	11	36	can	can	AUX
cet-76	11	37	be	be	AUX
cet-76	11	38	easily	easily	ADV
cet-76	11	39	impaired	impair	VERB
cet-76	11	40	(	(	PUNCT
cet-76	11	41	garcia	garcia	PROPN
cet-76	11	42	and	and	CCONJ
cet-76	11	43	you	you	PRON
cet-76	11	44	,	,	PUNCT
cet-76	11	45	2015	2015	NUM
cet-76	11	46	)	)	PUNCT
cet-76	11	47	.	.	PUNCT
cet-76	12	1	therefore	therefore	ADV
cet-76	12	2	,	,	PUNCT
cet-76	12	3	it	it	PRON
cet-76	12	4	is	be	AUX
cet-76	12	5	imperative	imperative	ADJ
cet-76	12	6	to	to	PART
cet-76	12	7	develop	develop	VERB
cet-76	12	8	a	a	DET
cet-76	12	9	general	general	ADJ
cet-76	12	10	modelling	modelling	NOUN
cet-76	12	11	framework	framework	NOUN
cet-76	12	12	that	that	PRON
cet-76	12	13	enables	enable	VERB
cet-76	12	14	us	we	PRON
cet-76	12	15	to	to	PART
cet-76	12	16	effectively	effectively	ADV
cet-76	12	17	handle	handle	VERB
cet-76	12	18	multiple	multiple	ADJ
cet-76	12	19	uncertainties	uncertainty	NOUN
cet-76	12	20	in	in	ADP
cet-76	12	21	sustainable	sustainable	ADJ
cet-76	12	22	design	design	NOUN
cet-76	12	23	and	and	CCONJ
cet-76	12	24	operations	operation	NOUN
cet-76	12	25	of	of	ADP
cet-76	12	26	supply	supply	NOUN
cet-76	12	27	chains	chain	NOUN
cet-76	12	28	.	.	PUNCT
cet-76	13	1	in	in	ADP
cet-76	13	2	this	this	DET
cet-76	13	3	paper	paper	NOUN
cet-76	13	4	,	,	PUNCT
cet-76	13	5	a	a	DET
cet-76	13	6	novel	novel	NOUN
cet-76	13	7	integrated	integrate	VERB
cet-76	13	8	modelling	modelling	NOUN
cet-76	13	9	framework	framework	NOUN
cet-76	13	10	for	for	ADP
cet-76	13	11	a	a	DET
cet-76	13	12	sustainable	sustainable	ADJ
cet-76	13	13	biofuel	biofuel	NOUN
cet-76	13	14	supply	supply	NOUN
cet-76	13	15	chain	chain	NOUN
cet-76	13	16	design	design	NOUN
cet-76	13	17	under	under	ADP
cet-76	13	18	uncertainty	uncertainty	NOUN
cet-76	13	19	is	be	AUX
cet-76	13	20	proposed	propose	VERB
cet-76	13	21	.	.	PUNCT
cet-76	14	1	it	it	PRON
cet-76	14	2	simultaneously	simultaneously	ADV
cet-76	14	3	addresses	address	VERB
cet-76	14	4	economic	economic	ADJ
cet-76	14	5	and	and	CCONJ
cet-76	14	6	environmental	environmental	ADJ
cet-76	14	7	concerns	concern	NOUN
cet-76	14	8	based	base	VERB
cet-76	14	9	on	on	ADP
cet-76	14	10	the	the	DET
cet-76	14	11	functional	functional	ADJ
cet-76	14	12	-	-	PUNCT
cet-76	14	13	unit	unit	NOUN
cet-76	14	14	-	-	PUNCT
cet-76	14	15	based	base	VERB
cet-76	14	16	life	life	NOUN
cet-76	14	17	cycle	cycle	NOUN
cet-76	14	18	optimization	optimization	NOUN
cet-76	14	19	framework	framework	NOUN
cet-76	14	20	.	.	PUNCT
cet-76	15	1	major	major	ADJ
cet-76	15	2	decisions	decision	NOUN
cet-76	15	3	including	include	VERB
cet-76	15	4	supply	supply	NOUN
cet-76	15	5	chain	chain	NOUN
cet-76	15	6	network	network	NOUN
cet-76	15	7	design	design	NOUN
cet-76	15	8	,	,	PUNCT
cet-76	15	9	conversion	conversion	NOUN
cet-76	15	10	technology	technology	NOUN
cet-76	15	11	selection	selection	NOUN
cet-76	15	12	,	,	PUNCT
cet-76	15	13	capital	capital	NOUN
cet-76	15	14	investment	investment	NOUN
cet-76	15	15	regarding	regard	VERB
cet-76	15	16	biorefineries	biorefinerie	NOUN
cet-76	15	17	,	,	PUNCT
cet-76	15	18	production	production	NOUN
cet-76	15	19	planning	planning	NOUN
cet-76	15	20	,	,	PUNCT
cet-76	15	21	transportation	transportation	NOUN
cet-76	15	22	and	and	CCONJ
cet-76	15	23	storage	storage	NOUN
cet-76	15	24	,	,	PUNCT
cet-76	15	25	etc	etc	X
cet-76	15	26	.	.	X
cet-76	15	27	are	be	AUX
cet-76	15	28	fully	fully	ADV
cet-76	15	29	addressed	address	VERB
cet-76	15	30	.	.	PUNCT
cet-76	16	1	meanwhile	meanwhile	ADV
cet-76	16	2	,	,	PUNCT
cet-76	16	3	a	a	DET
cet-76	16	4	two	two	NUM
cet-76	16	5	-	-	PUNCT
cet-76	16	6	stage	stage	NOUN
cet-76	16	7	stochastic	stochastic	ADJ
cet-76	16	8	programming	programming	NOUN
cet-76	16	9	structure	structure	NOUN
cet-76	16	10	is	be	AUX
cet-76	16	11	used	use	VERB
cet-76	16	12	to	to	PART
cet-76	16	13	quantitatively	quantitatively	ADV
cet-76	16	14	account	account	VERB
cet-76	16	15	for	for	ADP
cet-76	16	16	uncertainty	uncertainty	NOUN
cet-76	16	17	in	in	ADP
cet-76	16	18	this	this	DET
cet-76	16	19	design	design	NOUN
cet-76	16	20	and	and	CCONJ
cet-76	16	21	planning	planning	NOUN
cet-76	16	22	problem	problem	NOUN
cet-76	16	23	.	.	PUNCT
cet-76	17	1	in	in	ADP
cet-76	17	2	this	this	DET
cet-76	17	3	way	way	NOUN
cet-76	17	4	,	,	PUNCT
cet-76	17	5	all	all	DET
cet-76	17	6	possible	possible	ADJ
cet-76	17	7	future	future	ADJ
cet-76	17	8	outcomes	outcome	NOUN
cet-76	17	9	are	be	AUX
cet-76	17	10	taken	take	VERB
cet-76	17	11	into	into	ADP
cet-76	17	12	account	account	NOUN
cet-76	17	13	.	.	PUNCT
cet-76	18	1	consequently	consequently	ADV
cet-76	18	2	,	,	PUNCT
cet-76	18	3	the	the	DET
cet-76	18	4	economic	economic	ADJ
cet-76	18	5	objective	objective	NOUN
cet-76	18	6	is	be	AUX
cet-76	18	7	minimizing	minimize	VERB
cet-76	18	8	the	the	DET
cet-76	18	9	expected	expect	VERB
cet-76	18	10	unit	unit	NOUN
cet-76	18	11	cost	cost	NOUN
cet-76	18	12	per	per	ADP
cet-76	18	13	functional	functional	ADJ
cet-76	18	14	unit	unit	NOUN
cet-76	18	15	associated	associate	VERB
cet-76	18	16	with	with	ADP
cet-76	18	17	biofuel	biofuel	NOUN
cet-76	18	18	product	product	NOUN
cet-76	18	19	.	.	PUNCT
cet-76	19	1	the	the	DET
cet-76	19	2	environmental	environmental	ADJ
cet-76	19	3	objective	objective	NOUN
cet-76	19	4	is	be	AUX
cet-76	19	5	defined	define	VERB
cet-76	19	6	as	as	ADP
cet-76	19	7	minimizing	minimize	VERB
cet-76	19	8	the	the	DET
cet-76	19	9	life	life	NOUN
cet-76	19	10	cycle	cycle	NOUN
cet-76	19	11	ghg	ghg	PROPN
cet-76	19	12	emission	emission	NOUN
cet-76	19	13	(	(	PUNCT
cet-76	19	14	in	in	ADP
cet-76	19	15	terms	term	NOUN
cet-76	19	16	of	of	ADP
cet-76	19	17	co2	co2	NOUN
cet-76	19	18	equivalent	equivalent	NOUN
cet-76	19	19	based	base	VERB
cet-76	19	20	on	on	ADP
cet-76	19	21	100	100	NUM
cet-76	19	22	-	-	PUNCT
cet-76	19	23	y	y	NUM
cet-76	19	24	time	time	NOUN
cet-76	19	25	horizon	horizon	NOUN
cet-76	19	26	)	)	PUNCT
cet-76	19	27	per	per	ADP
cet-76	19	28	functional	functional	ADJ
cet-76	19	29	unit	unit	NOUN
cet-76	19	30	(	(	PUNCT
cet-76	19	31	yue	yue	PROPN
cet-76	19	32	et	et	PROPN
cet-76	19	33	al	al	PROPN
cet-76	19	34	.	.	PROPN
cet-76	19	35	,	,	PUNCT
cet-76	19	36	2013	2013	NUM
cet-76	19	37	)	)	PUNCT
cet-76	19	38	.	.	PUNCT
cet-76	20	1	because	because	SCONJ
cet-76	20	2	the	the	DET
cet-76	20	3	quantity	quantity	NOUN
cet-76	20	4	of	of	ADP
cet-76	20	5	functional	functional	ADJ
cet-76	20	6	units	unit	NOUN
cet-76	20	7	generated	generate	VERB
cet-76	20	8	in	in	ADP
cet-76	20	9	the	the	DET
cet-76	20	10	system	system	NOUN
cet-76	20	11	is	be	AUX
cet-76	20	12	an	an	DET
cet-76	20	13	important	important	ADJ
cet-76	20	14	decision	decision	NOUN
cet-76	20	15	variable	variable	NOUN
cet-76	20	16	to	to	PART
cet-76	20	17	optimize	optimize	VERB
cet-76	20	18	along	along	ADP
cet-76	20	19	with	with	ADP
cet-76	20	20	the	the	DET
cet-76	20	21	production	production	NOUN
cet-76	20	22	decisions	decision	NOUN
cet-76	20	23	,	,	PUNCT
cet-76	20	24	the	the	DET
cet-76	20	25	resulting	result	VERB
cet-76	20	26	problem	problem	NOUN
cet-76	20	27	is	be	AUX
cet-76	20	28	a	a	DET
cet-76	20	29	bi	bi	ADJ
cet-76	20	30	-	-	NOUN
cet-76	20	31	criterion	criterion	NOUN
cet-76	20	32	stochastic	stochastic	ADJ
cet-76	20	33	mixed	mix	VERB
cet-76	20	34	-	-	PUNCT
cet-76	20	35	integer	integer	NOUN
cet-76	20	36	linear	linear	ADJ
cet-76	20	37	fractional	fractional	ADJ
cet-76	20	38	programming	programming	NOUN
cet-76	20	39	(	(	PUNCT
cet-76	20	40	smilfp	smilfp	NOUN
cet-76	20	41	)	)	PUNCT
cet-76	20	42	problem	problem	NOUN
cet-76	20	43	,	,	PUNCT
cet-76	20	44	which	which	PRON
cet-76	20	45	is	be	AUX
cet-76	20	46	extremely	extremely	ADV
cet-76	20	47	challenging	challenging	ADJ
cet-76	20	48	to	to	PART
cet-76	20	49	solve	solve	VERB
cet-76	20	50	,	,	PUNCT
cet-76	20	51	featuring	feature	VERB
cet-76	20	52	both	both	CCONJ
cet-76	20	53	a	a	DET
cet-76	20	54	twostage	twostage	NOUN
cet-76	20	55	stochastic	stochastic	NOUN
cet-76	20	56	structure	structure	NOUN
cet-76	20	57	and	and	CCONJ
cet-76	20	58	fractional	fractional	ADJ
cet-76	20	59	objective	objective	ADJ
cet-76	20	60	functions	function	NOUN
cet-76	20	61	.	.	PUNCT
cet-76	21	1	thus	thus	ADV
cet-76	21	2	,	,	PUNCT
cet-76	21	3	a	a	DET
cet-76	21	4	tailored	tailor	VERB
cet-76	21	5	solution	solution	NOUN
cet-76	21	6	algorithm	algorithm	NOUN
cet-76	21	7	that	that	PRON
cet-76	21	8	integrates	integrate	VERB
cet-76	21	9	both	both	CCONJ
cet-76	21	10	a	a	DET
cet-76	21	11	parametric	parametric	ADJ
cet-76	21	12	algorithm	algorithm	NOUN
cet-76	21	13	(	(	PUNCT
cet-76	21	14	zhong	zhong	PROPN
cet-76	21	15	and	and	CCONJ
cet-76	21	16	you	you	PRON
cet-76	21	17	,	,	PUNCT
cet-76	21	18	2014	2014	NUM
cet-76	21	19	)	)	PUNCT
cet-76	21	20	and	and	CCONJ
cet-76	21	21	the	the	DET
cet-76	21	22	multi	multi	ADJ
cet-76	21	23	-	-	ADJ
cet-76	21	24	cut	cut	ADJ
cet-76	21	25	l	l	NOUN
cet-76	21	26	-	-	ADJ
cet-76	21	27	shaped	shape	VERB
cet-76	21	28	method	method	NOUN
cet-76	21	29	(	(	PUNCT
cet-76	21	30	you	you	PRON
cet-76	21	31	et	et	VERB
cet-76	21	32	al	al	PROPN
cet-76	21	33	.	.	PROPN
cet-76	21	34	,	,	PUNCT
cet-76	21	35	2009	2009	NUM
cet-76	21	36	)	)	PUNCT
cet-76	21	37	is	be	AUX
cet-76	21	38	used	use	VERB
cet-76	21	39	efficient	efficient	ADJ
cet-76	21	40	solution	solution	NOUN
cet-76	21	41	of	of	ADP
cet-76	21	42	the	the	DET
cet-76	21	43	resulting	result	VERB
cet-76	21	44	bi	bi	ADJ
cet-76	21	45	-	-	NOUN
cet-76	21	46	criterion	criterion	NOUN
cet-76	21	47	smilfp	smilfp	NOUN
cet-76	21	48	.	.	PUNCT
cet-76	22	1	doi	doi	NOUN
cet-76	22	2	:	:	PUNCT
cet-76	22	3	10.3303	10.3303	NUM
cet-76	22	4	/	/	SYM
cet-76	22	5	cet1761023	cet1761023	NOUN
cet-76	22	6	please	please	INTJ
cet-76	22	7	cite	cite	VERB
cet-76	22	8	this	this	DET
cet-76	22	9	article	article	NOUN
cet-76	22	10	as	as	ADP
cet-76	22	11	:	:	PUNCT
cet-76	22	12	gao	gao	PROPN
cet-76	22	13	j.	j.	PROPN
cet-76	22	14	,	,	PUNCT
cet-76	22	15	you	you	PRON
cet-76	22	16	f.	f.	PROPN
cet-76	22	17	,	,	PUNCT
cet-76	22	18	2017	2017	NUM
cet-76	22	19	,	,	PUNCT
cet-76	22	20	design	design	VERB
cet-76	22	21	a	a	DET
cet-76	22	22	sustainable	sustainable	ADJ
cet-76	22	23	supply	supply	NOUN
cet-76	22	24	chain	chain	NOUN
cet-76	22	25	under	under	ADP
cet-76	22	26	uncertainty	uncertainty	NOUN
cet-76	22	27	using	use	VERB
cet-76	22	28	life	life	NOUN
cet-76	22	29	cycle	cycle	NOUN
cet-76	22	30	optimisation	optimisation	NOUN
cet-76	22	31	and	and	CCONJ
cet-76	22	32	stochastic	stochastic	ADJ
cet-76	22	33	programming	programming	NOUN
cet-76	22	34	,	,	PUNCT
cet-76	22	35	chemical	chemical	NOUN
cet-76	22	36	engineering	engineering	NOUN
cet-76	22	37	transactions	transaction	NOUN
cet-76	22	38	,	,	PUNCT
cet-76	22	39	61	61	NUM
cet-76	22	40	,	,	PUNCT
cet-76	22	41	151	151	NUM
cet-76	22	42	-	-	SYM
cet-76	22	43	156	156	NUM
cet-76	22	44	doi:10.3303	doi:10.3303	NOUN
cet-76	22	45	/	/	SYM
cet-76	22	46	cet1761023	cet1761023	NOUN
cet-76	22	47	151	151	NUM
cet-76	22	48	2	2	NUM
cet-76	22	49	.	.	PUNCT
cet-76	23	1	problem	problem	NOUN
cet-76	23	2	statement	statement	NOUN
cet-76	23	3	to	to	PART
cet-76	23	4	illustrate	illustrate	VERB
cet-76	23	5	the	the	DET
cet-76	23	6	application	application	NOUN
cet-76	23	7	of	of	ADP
cet-76	23	8	the	the	DET
cet-76	23	9	proposed	propose	VERB
cet-76	23	10	modelling	modelling	NOUN
cet-76	23	11	framework	framework	NOUN
cet-76	23	12	and	and	CCONJ
cet-76	23	13	tailored	tailor	VERB
cet-76	23	14	solution	solution	NOUN
cet-76	23	15	algorithm	algorithm	NOUN
cet-76	23	16	,	,	PUNCT
cet-76	23	17	a	a	DET
cet-76	23	18	county	county	NOUN
cet-76	23	19	-	-	PUNCT
cet-76	23	20	level	level	NOUN
cet-76	23	21	case	case	NOUN
cet-76	23	22	study	study	NOUN
cet-76	23	23	on	on	ADP
cet-76	23	24	hydrocarbon	hydrocarbon	NOUN
cet-76	23	25	biofuel	biofuel	NOUN
cet-76	23	26	supply	supply	NOUN
cet-76	23	27	chains	chain	NOUN
cet-76	23	28	in	in	ADP
cet-76	23	29	illinois	illinois	PROPN
cet-76	23	30	is	be	AUX
cet-76	23	31	considered	consider	VERB
cet-76	23	32	.	.	PUNCT
cet-76	24	1	it	it	PRON
cet-76	24	2	focuses	focus	VERB
cet-76	24	3	on	on	ADP
cet-76	24	4	the	the	DET
cet-76	24	5	sustainable	sustainable	ADJ
cet-76	24	6	design	design	NOUN
cet-76	24	7	under	under	ADP
cet-76	24	8	uncertainty	uncertainty	NOUN
cet-76	24	9	of	of	ADP
cet-76	24	10	county	county	NOUN
cet-76	24	11	-	-	PUNCT
cet-76	24	12	level	level	NOUN
cet-76	24	13	hydrocarbon	hydrocarbon	NOUN
cet-76	24	14	biofuel	biofuel	NOUN
cet-76	24	15	supply	supply	NOUN
cet-76	24	16	chains	chain	NOUN
cet-76	24	17	in	in	ADP
cet-76	24	18	the	the	DET
cet-76	24	19	state	state	NOUN
cet-76	24	20	of	of	ADP
cet-76	24	21	illinois	illinois	PROPN
cet-76	24	22	.	.	PUNCT
cet-76	25	1	the	the	DET
cet-76	25	2	functional	functional	ADJ
cet-76	25	3	unit	unit	NOUN
cet-76	25	4	is	be	AUX
cet-76	25	5	defined	define	VERB
cet-76	25	6	as	as	ADP
cet-76	25	7	unit	unit	NOUN
cet-76	25	8	gasoline	gasoline	NOUN
cet-76	25	9	-	-	PUNCT
cet-76	25	10	equivalent	equivalent	ADJ
cet-76	25	11	gallon	gallon	NOUN
cet-76	25	12	(	(	PUNCT
cet-76	25	13	geg	geg	PROPN
cet-76	25	14	)	)	PUNCT
cet-76	25	15	liquid	liquid	ADJ
cet-76	25	16	biofuels	biofuel	NOUN
cet-76	25	17	characterized	characterize	VERB
cet-76	25	18	in	in	ADP
cet-76	25	19	terms	term	NOUN
cet-76	25	20	of	of	ADP
cet-76	25	21	energy	energy	NOUN
cet-76	25	22	content	content	NOUN
cet-76	25	23	(	(	PUNCT
cet-76	25	24	yue	yue	PROPN
cet-76	25	25	et	et	PROPN
cet-76	25	26	al	al	PROPN
cet-76	25	27	.	.	PROPN
cet-76	25	28	,	,	PUNCT
cet-76	25	29	2014	2014	NUM
cet-76	25	30	)	)	PUNCT
cet-76	25	31	.	.	PUNCT
cet-76	26	1	correspondingly	correspondingly	ADV
cet-76	26	2	,	,	PUNCT
cet-76	26	3	the	the	DET
cet-76	26	4	economic	economic	ADJ
cet-76	26	5	objective	objective	NOUN
cet-76	26	6	is	be	AUX
cet-76	26	7	to	to	PART
cet-76	26	8	minimize	minimize	VERB
cet-76	26	9	the	the	DET
cet-76	26	10	expected	expect	VERB
cet-76	26	11	unit	unit	NOUN
cet-76	26	12	cost	cost	NOUN
cet-76	26	13	per	per	ADP
cet-76	26	14	geg	geg	NOUN
cet-76	26	15	of	of	ADP
cet-76	26	16	biofuels	biofuel	NOUN
cet-76	26	17	.	.	PUNCT
cet-76	27	1	the	the	DET
cet-76	27	2	environmental	environmental	ADJ
cet-76	27	3	objective	objective	NOUN
cet-76	27	4	is	be	AUX
cet-76	27	5	to	to	PART
cet-76	27	6	minimize	minimize	VERB
cet-76	27	7	the	the	DET
cet-76	27	8	life	life	NOUN
cet-76	27	9	cycle	cycle	NOUN
cet-76	27	10	ghg	ghg	PROPN
cet-76	27	11	emission	emission	NOUN
cet-76	27	12	(	(	PUNCT
cet-76	27	13	in	in	ADP
cet-76	27	14	terms	term	NOUN
cet-76	27	15	of	of	ADP
cet-76	27	16	co2	co2	NOUN
cet-76	27	17	equivalent	equivalent	NOUN
cet-76	27	18	based	base	VERB
cet-76	27	19	on	on	ADP
cet-76	27	20	100	100	NUM
cet-76	27	21	y	y	PROPN
cet-76	27	22	time	time	NOUN
cet-76	27	23	horizon	horizon	PROPN
cet-76	27	24	)	)	PUNCT
cet-76	27	25	per	per	ADP
cet-76	27	26	geg	geg	PROPN
cet-76	27	27	of	of	ADP
cet-76	27	28	biofuels	biofuel	NOUN
cet-76	27	29	.	.	PUNCT
cet-76	28	1	the	the	DET
cet-76	28	2	goal	goal	NOUN
cet-76	28	3	is	be	AUX
cet-76	28	4	to	to	PART
cet-76	28	5	determine	determine	VERB
cet-76	28	6	the	the	DET
cet-76	28	7	optimal	optimal	ADJ
cet-76	28	8	supply	supply	NOUN
cet-76	28	9	chain	chain	NOUN
cet-76	28	10	configuration	configuration	NOUN
cet-76	28	11	(	(	PUNCT
cet-76	28	12	including	include	VERB
cet-76	28	13	locations	location	NOUN
cet-76	28	14	,	,	PUNCT
cet-76	28	15	capacities	capacity	NOUN
cet-76	28	16	,	,	PUNCT
cet-76	28	17	and	and	CCONJ
cet-76	28	18	technologies	technology	NOUN
cet-76	28	19	of	of	ADP
cet-76	28	20	biorefineries	biorefinerie	NOUN
cet-76	28	21	)	)	PUNCT
cet-76	28	22	,	,	PUNCT
cet-76	28	23	and	and	CCONJ
cet-76	28	24	corresponding	corresponding	ADJ
cet-76	28	25	operational	operational	ADJ
cet-76	28	26	decisions	decision	NOUN
cet-76	28	27	(	(	PUNCT
cet-76	28	28	including	include	VERB
cet-76	28	29	the	the	DET
cet-76	28	30	amount	amount	NOUN
cet-76	28	31	of	of	ADP
cet-76	28	32	material	material	NOUN
cet-76	28	33	flows	flow	NOUN
cet-76	28	34	,	,	PUNCT
cet-76	28	35	inventory	inventory	NOUN
cet-76	28	36	levels	level	NOUN
cet-76	28	37	,	,	PUNCT
cet-76	28	38	and	and	CCONJ
cet-76	28	39	product	product	NOUN
cet-76	28	40	sales	sale	NOUN
cet-76	28	41	)	)	PUNCT
cet-76	28	42	under	under	ADP
cet-76	28	43	different	different	ADJ
cet-76	28	44	scenarios	scenario	NOUN
cet-76	28	45	.	.	PUNCT
cet-76	29	1	a	a	DET
cet-76	29	2	supply	supply	NOUN
cet-76	29	3	chain	chain	NOUN
cet-76	29	4	superstructure	superstructure	NOUN
cet-76	29	5	is	be	AUX
cet-76	29	6	presented	present	VERB
cet-76	29	7	in	in	ADP
cet-76	29	8	the	the	DET
cet-76	29	9	following	follow	VERB
cet-76	29	10	figure	figure	NOUN
cet-76	29	11	1	1	NUM
cet-76	29	12	.	.	PUNCT
cet-76	30	1	figure	figure	NOUN
cet-76	30	2	1	1	NUM
cet-76	30	3	.	.	PUNCT
cet-76	30	4	supply	supply	NOUN
cet-76	30	5	chain	chain	NOUN
cet-76	30	6	network	network	NOUN
cet-76	30	7	for	for	ADP
cet-76	30	8	hydrocarbon	hydrocarbon	NOUN
cet-76	30	9	biofuels	biofuel	NOUN
cet-76	30	10	in	in	ADP
cet-76	30	11	this	this	DET
cet-76	30	12	problem	problem	NOUN
cet-76	30	13	,	,	PUNCT
cet-76	30	14	it	it	PRON
cet-76	30	15	is	be	AUX
cet-76	30	16	given	give	VERB
cet-76	30	17	a	a	DET
cet-76	30	18	set	set	NOUN
cet-76	30	19	of	of	ADP
cet-76	30	20	biomass	biomass	NOUN
cet-76	30	21	feedstocks	feedstock	NOUN
cet-76	30	22	,	,	PUNCT
cet-76	30	23	including	include	VERB
cet-76	30	24	agricultural	agricultural	ADJ
cet-76	30	25	residues	residue	NOUN
cet-76	30	26	(	(	PUNCT
cet-76	30	27	e.g.	e.g.	ADV
cet-76	30	28	,	,	PUNCT
cet-76	30	29	corn	corn	NOUN
cet-76	30	30	stover	stover	NOUN
cet-76	30	31	)	)	PUNCT
cet-76	30	32	,	,	PUNCT
cet-76	30	33	wood	wood	NOUN
cet-76	30	34	residues	residue	NOUN
cet-76	30	35	(	(	PUNCT
cet-76	30	36	e.g.	e.g.	ADV
cet-76	30	37	,	,	PUNCT
cet-76	30	38	forest	forest	NOUN
cet-76	30	39	residues	residue	NOUN
cet-76	30	40	and	and	CCONJ
cet-76	30	41	urban	urban	ADJ
cet-76	30	42	wood	wood	NOUN
cet-76	30	43	residues	residue	NOUN
cet-76	30	44	)	)	PUNCT
cet-76	30	45	,	,	PUNCT
cet-76	30	46	and	and	CCONJ
cet-76	30	47	energy	energy	NOUN
cet-76	30	48	crops	crop	NOUN
cet-76	30	49	(	(	PUNCT
cet-76	30	50	e.g.	e.g.	ADV
cet-76	30	51	,	,	PUNCT
cet-76	30	52	switchgrass	switchgrass	NOUN
cet-76	30	53	)	)	PUNCT
cet-76	30	54	.	.	PUNCT
cet-76	31	1	the	the	DET
cet-76	31	2	biomass	biomass	NOUN
cet-76	31	3	feedstocks	feedstock	NOUN
cet-76	31	4	can	can	AUX
cet-76	31	5	be	be	AUX
cet-76	31	6	converted	convert	VERB
cet-76	31	7	to	to	ADP
cet-76	31	8	a	a	DET
cet-76	31	9	set	set	NOUN
cet-76	31	10	of	of	ADP
cet-76	31	11	hydrocarbon	hydrocarbon	NOUN
cet-76	31	12	biofuels	biofuel	NOUN
cet-76	31	13	(	(	PUNCT
cet-76	31	14	e.g.	e.g.	ADV
cet-76	31	15	,	,	PUNCT
cet-76	31	16	gasoline	gasoline	NOUN
cet-76	31	17	and	and	CCONJ
cet-76	31	18	diesel	diesel	NOUN
cet-76	31	19	)	)	PUNCT
cet-76	31	20	through	through	ADP
cet-76	31	21	a	a	DET
cet-76	31	22	set	set	NOUN
cet-76	31	23	of	of	ADP
cet-76	31	24	conversion	conversion	NOUN
cet-76	31	25	technologies	technology	NOUN
cet-76	31	26	(	(	PUNCT
cet-76	31	27	ng	ng	PROPN
cet-76	31	28	et	et	PROPN
cet-76	31	29	al	al	PROPN
cet-76	31	30	.	.	PROPN
cet-76	31	31	,	,	PUNCT
cet-76	31	32	2015	2015	NUM
cet-76	31	33	)	)	PUNCT
cet-76	31	34	.	.	PUNCT
cet-76	32	1	this	this	DET
cet-76	32	2	work	work	NOUN
cet-76	32	3	focuses	focus	VERB
cet-76	32	4	on	on	ADP
cet-76	32	5	integrated	integrated	ADJ
cet-76	32	6	biorefineries	biorefinerie	NOUN
cet-76	32	7	,	,	PUNCT
cet-76	32	8	and	and	CCONJ
cet-76	32	9	the	the	DET
cet-76	32	10	specific	specific	ADJ
cet-76	32	11	technologies	technology	NOUN
cet-76	32	12	considered	consider	VERB
cet-76	32	13	include	include	VERB
cet-76	32	14	gasification	gasification	NOUN
cet-76	32	15	followed	follow	VERB
cet-76	32	16	by	by	ADP
cet-76	32	17	fischer	fischer	PROPN
cet-76	32	18	-	-	PUNCT
cet-76	32	19	tropsch	tropsch	PROPN
cet-76	32	20	(	(	PUNCT
cet-76	32	21	ft	ft	NOUN
cet-76	32	22	)	)	PUNCT
cet-76	32	23	synthesis	synthesis	NOUN
cet-76	32	24	(	(	PUNCT
cet-76	32	25	wang	wang	PROPN
cet-76	32	26	et	et	PROPN
cet-76	32	27	al	al	PROPN
cet-76	32	28	.	.	PROPN
cet-76	32	29	,	,	PUNCT
cet-76	32	30	2013	2013	NUM
cet-76	32	31	)	)	PUNCT
cet-76	32	32	and	and	CCONJ
cet-76	32	33	fast	fast	ADJ
cet-76	32	34	pyrolysis	pyrolysis	NOUN
cet-76	32	35	followed	follow	VERB
cet-76	32	36	by	by	ADP
cet-76	32	37	hydroprocessing	hydroprocesse	VERB
cet-76	32	38	(	(	PUNCT
cet-76	32	39	zhang	zhang	PROPN
cet-76	32	40	et	et	PROPN
cet-76	32	41	al	al	PROPN
cet-76	32	42	.	.	PROPN
cet-76	32	43	,	,	PUNCT
cet-76	32	44	2014	2014	NUM
cet-76	32	45	)	)	PUNCT
cet-76	32	46	.	.	PUNCT
cet-76	33	1	on	on	ADP
cet-76	33	2	the	the	DET
cet-76	33	3	basis	basis	NOUN
cet-76	33	4	of	of	ADP
cet-76	33	5	the	the	DET
cet-76	33	6	annual	annual	ADJ
cet-76	33	7	production	production	NOUN
cet-76	33	8	amount	amount	NOUN
cet-76	33	9	,	,	PUNCT
cet-76	33	10	two	two	NUM
cet-76	33	11	ranges	range	NOUN
cet-76	33	12	of	of	ADP
cet-76	33	13	capacities	capacity	NOUN
cet-76	33	14	are	be	AUX
cet-76	33	15	considered	consider	VERB
cet-76	33	16	for	for	ADP
cet-76	33	17	both	both	DET
cet-76	33	18	conversion	conversion	NOUN
cet-76	33	19	technologies	technology	NOUN
cet-76	33	20	.	.	PUNCT
cet-76	34	1	the	the	DET
cet-76	34	2	total	total	ADJ
cet-76	34	3	investment	investment	NOUN
cet-76	34	4	costs	cost	NOUN
cet-76	34	5	of	of	ADP
cet-76	34	6	biorefineries	biorefinerie	NOUN
cet-76	34	7	in	in	ADP
cet-76	34	8	each	each	DET
cet-76	34	9	capacity	capacity	NOUN
cet-76	34	10	level	level	NOUN
cet-76	34	11	are	be	AUX
cet-76	34	12	modelled	model	VERB
cet-76	34	13	using	use	VERB
cet-76	34	14	piecewise	piecewise	NOUN
cet-76	34	15	linear	linear	NOUN
cet-76	34	16	cost	cost	NOUN
cet-76	34	17	curve	curve	NOUN
cet-76	34	18	to	to	PART
cet-76	34	19	account	account	VERB
cet-76	34	20	for	for	ADP
cet-76	34	21	the	the	DET
cet-76	34	22	economy	economy	NOUN
cet-76	34	23	of	of	ADP
cet-76	34	24	scale	scale	NOUN
cet-76	34	25	.	.	PUNCT
cet-76	35	1	in	in	ADP
cet-76	35	2	addition	addition	NOUN
cet-76	35	3	to	to	ADP
cet-76	35	4	direct	direct	ADJ
cet-76	35	5	conversion	conversion	NOUN
cet-76	35	6	,	,	PUNCT
cet-76	35	7	the	the	DET
cet-76	35	8	biomass	biomass	NOUN
cet-76	35	9	feedstock	feedstock	NOUN
cet-76	35	10	can	can	AUX
cet-76	35	11	also	also	ADV
cet-76	35	12	be	be	AUX
cet-76	35	13	stored	store	VERB
cet-76	35	14	at	at	ADP
cet-76	35	15	biorefineries	biorefinerie	NOUN
cet-76	35	16	temporarily	temporarily	ADV
cet-76	35	17	as	as	ADP
cet-76	35	18	inventory	inventory	NOUN
cet-76	35	19	.	.	PUNCT
cet-76	36	1	however	however	ADV
cet-76	36	2	,	,	PUNCT
cet-76	36	3	degradation	degradation	NOUN
cet-76	36	4	and	and	CCONJ
cet-76	36	5	extra	extra	ADJ
cet-76	36	6	charges	charge	NOUN
cet-76	36	7	for	for	ADP
cet-76	36	8	inventory	inventory	NOUN
cet-76	36	9	will	will	AUX
cet-76	36	10	occur	occur	VERB
cet-76	36	11	at	at	ADP
cet-76	36	12	this	this	DET
cet-76	36	13	storage	storage	NOUN
cet-76	36	14	phase	phase	NOUN
cet-76	36	15	.	.	PUNCT
cet-76	37	1	similarly	similarly	ADV
cet-76	37	2	,	,	PUNCT
cet-76	37	3	biofuels	biofuel	NOUN
cet-76	37	4	can	can	AUX
cet-76	37	5	either	either	CCONJ
cet-76	37	6	be	be	AUX
cet-76	37	7	distributed	distribute	VERB
cet-76	37	8	directly	directly	ADV
cet-76	37	9	to	to	PART
cet-76	37	10	demand	demand	VERB
cet-76	37	11	zones	zone	NOUN
cet-76	37	12	for	for	ADP
cet-76	37	13	sale	sale	NOUN
cet-76	37	14	or	or	CCONJ
cet-76	37	15	be	be	AUX
cet-76	37	16	held	hold	VERB
cet-76	37	17	as	as	ADP
cet-76	37	18	inventory	inventory	NOUN
cet-76	37	19	at	at	ADP
cet-76	37	20	biorefineries	biorefinerie	NOUN
cet-76	37	21	.	.	PUNCT
cet-76	38	1	two	two	NUM
cet-76	38	2	major	major	ADJ
cet-76	38	3	biofuel	biofuel	NOUN
cet-76	38	4	products	product	NOUN
cet-76	38	5	are	be	AUX
cet-76	38	6	considered	consider	VERB
cet-76	38	7	in	in	ADP
cet-76	38	8	this	this	DET
cet-76	38	9	work	work	NOUN
cet-76	38	10	,	,	PUNCT
cet-76	38	11	namely	namely	ADV
cet-76	38	12	gasoline	gasoline	NOUN
cet-76	38	13	and	and	CCONJ
cet-76	38	14	diesel	diesel	NOUN
cet-76	38	15	.	.	PUNCT
cet-76	39	1	in	in	ADP
cet-76	39	2	addition	addition	NOUN
cet-76	39	3	,	,	PUNCT
cet-76	39	4	demand	demand	NOUN
cet-76	39	5	zones	zone	NOUN
cet-76	39	6	can	can	AUX
cet-76	39	7	also	also	ADV
cet-76	39	8	purchase	purchase	VERB
cet-76	39	9	gasoline	gasoline	NOUN
cet-76	39	10	and	and	CCONJ
cet-76	39	11	diesel	diesel	NOUN
cet-76	39	12	through	through	ADP
cet-76	39	13	external	external	ADJ
cet-76	39	14	sources	source	NOUN
cet-76	39	15	.	.	PUNCT
cet-76	40	1	accordingly	accordingly	ADV
cet-76	40	2	,	,	PUNCT
cet-76	40	3	a	a	DET
cet-76	40	4	penalty	penalty	NOUN
cet-76	40	5	cost	cost	NOUN
cet-76	40	6	will	will	AUX
cet-76	40	7	be	be	AUX
cet-76	40	8	charged	charge	VERB
cet-76	40	9	.	.	PUNCT
cet-76	41	1	uncertainties	uncertainty	NOUN
cet-76	41	2	are	be	AUX
cet-76	41	3	in	in	ADP
cet-76	41	4	biomass	biomass	NOUN
cet-76	41	5	feedstock	feedstock	NOUN
cet-76	41	6	availability	availability	NOUN
cet-76	41	7	and	and	CCONJ
cet-76	41	8	biofuels	biofuel	NOUN
cet-76	41	9	demand	demand	VERB
cet-76	41	10	simultaneously	simultaneously	ADV
cet-76	41	11	,	,	PUNCT
cet-76	41	12	both	both	PRON
cet-76	41	13	of	of	ADP
cet-76	41	14	which	which	PRON
cet-76	41	15	follow	follow	VERB
cet-76	41	16	normal	normal	ADJ
cet-76	41	17	distribution	distribution	NOUN
cet-76	41	18	with	with	ADP
cet-76	41	19	a	a	DET
cet-76	41	20	10	10	NUM
cet-76	41	21	%	%	NOUN
cet-76	41	22	deviation	deviation	NOUN
cet-76	41	23	(	(	PUNCT
cet-76	41	24	gebreslassie	gebreslassie	NOUN
cet-76	41	25	et	et	PROPN
cet-76	41	26	al	al	PROPN
cet-76	41	27	.	.	PROPN
cet-76	41	28	,	,	PUNCT
cet-76	41	29	2012	2012	NUM
cet-76	41	30	)	)	PUNCT
cet-76	41	31	.	.	PUNCT
cet-76	42	1	in	in	ADP
cet-76	42	2	order	order	NOUN
cet-76	42	3	to	to	PART
cet-76	42	4	reduce	reduce	VERB
cet-76	42	5	the	the	DET
cet-76	42	6	number	number	NOUN
cet-76	42	7	of	of	ADP
cet-76	42	8	scenarios	scenario	NOUN
cet-76	42	9	required	require	VERB
cet-76	42	10	,	,	PUNCT
cet-76	42	11	this	this	DET
cet-76	42	12	approach	approach	NOUN
cet-76	42	13	further	far	ADV
cet-76	42	14	incorporates	incorporate	VERB
cet-76	42	15	the	the	DET
cet-76	42	16	sample	sample	NOUN
cet-76	42	17	average	average	ADJ
cet-76	42	18	approximation	approximation	NOUN
cet-76	42	19	(	(	PUNCT
cet-76	42	20	saa	saa	PROPN
cet-76	42	21	)	)	PUNCT
cet-76	42	22	approach	approach	NOUN
cet-76	42	23	for	for	ADP
cet-76	42	24	this	this	DET
cet-76	42	25	twostage	twostage	NOUN
cet-76	42	26	stochastic	stochastic	NOUN
cet-76	42	27	programming	programming	NOUN
cet-76	42	28	problem	problem	NOUN
cet-76	42	29	(	(	PUNCT
cet-76	42	30	kleywegt	kleywegt	X
cet-76	42	31	et	et	PROPN
cet-76	42	32	al	al	PROPN
cet-76	42	33	.	.	PROPN
cet-76	42	34	,	,	PUNCT
cet-76	42	35	2002	2002	NUM
cet-76	42	36	)	)	PUNCT
cet-76	42	37	.	.	PUNCT
cet-76	43	1	by	by	ADP
cet-76	43	2	setting	set	VERB
cet-76	43	3	an	an	DET
cet-76	43	4	initial	initial	ADJ
cet-76	43	5	sample	sample	NOUN
cet-76	43	6	size	size	NOUN
cet-76	43	7	of	of	ADP
cet-76	43	8	25	25	NUM
cet-76	43	9	scenarios	scenario	NOUN
cet-76	43	10	and	and	CCONJ
cet-76	43	11	consider	consider	VERB
cet-76	43	12	a	a	DET
cet-76	43	13	98	98	NUM
cet-76	43	14	%	%	NOUN
cet-76	43	15	confidence	confidence	NOUN
cet-76	43	16	interval	interval	NOUN
cet-76	43	17	.	.	PUNCT
cet-76	44	1	the	the	DET
cet-76	44	2	number	number	NOUN
cet-76	44	3	of	of	ADP
cet-76	44	4	scenarios	scenario	NOUN
cet-76	44	5	is	be	AUX
cet-76	44	6	finalized	finalize	VERB
cet-76	44	7	as	as	ADP
cet-76	44	8	80	80	NUM
cet-76	44	9	.	.	PUNCT
cet-76	45	1	3	3	X
cet-76	45	2	.	.	PUNCT
cet-76	45	3	model	model	NOUN
cet-76	45	4	formulation	formulation	NOUN
cet-76	45	5	and	and	CCONJ
cet-76	45	6	global	global	ADJ
cet-76	45	7	optimisation	optimisation	NOUN
cet-76	45	8	algorithm	algorithm	NOUN
cet-76	45	9	3.1	3.1	NUM
cet-76	45	10	model	model	NOUN
cet-76	45	11	formulation	formulation	NOUN
cet-76	45	12	following	follow	VERB
cet-76	45	13	the	the	DET
cet-76	45	14	proposed	propose	VERB
cet-76	45	15	modelling	modelling	NOUN
cet-76	45	16	framework	framework	NOUN
cet-76	45	17	,	,	PUNCT
cet-76	45	18	the	the	DET
cet-76	45	19	resulting	result	VERB
cet-76	45	20	problem	problem	NOUN
cet-76	45	21	is	be	AUX
cet-76	45	22	a	a	DET
cet-76	45	23	multi	multi	ADJ
cet-76	45	24	-	-	ADJ
cet-76	45	25	objective	objective	ADJ
cet-76	45	26	smilfp	smilfp	ADJ
cet-76	45	27	problem	problem	NOUN
cet-76	45	28	.	.	PUNCT
cet-76	46	1	the	the	DET
cet-76	46	2	economic	economic	ADJ
cet-76	46	3	objective	objective	NOUN
cet-76	46	4	is	be	AUX
cet-76	46	5	to	to	PART
cet-76	46	6	minimize	minimize	VERB
cet-76	46	7	the	the	DET
cet-76	46	8	expected	expect	VERB
cet-76	46	9	unit	unit	NOUN
cet-76	46	10	cost	cost	NOUN
cet-76	46	11	per	per	ADP
cet-76	46	12	geg	geg	NOUN
cet-76	46	13	of	of	ADP
cet-76	46	14	biofuels	biofuel	NOUN
cet-76	46	15	.	.	PUNCT
cet-76	47	1	here	here	ADV
cet-76	47	2	tc1	tc1	PROPN
cet-76	47	3	stands	stand	VERB
cet-76	47	4	for	for	ADP
cet-76	47	5	the	the	DET
cet-76	47	6	sum	sum	NOUN
cet-76	47	7	of	of	ADP
cet-76	47	8	first	first	ADJ
cet-76	47	9	-	-	PUNCT
cet-76	47	10	stage	stage	NOUN
cet-76	47	11	cost	cost	NOUN
cet-76	47	12	corresponding	correspond	VERB
cet-76	47	13	to	to	ADP
cet-76	47	14	design	design	VERB
cet-76	47	15	decisions	decision	NOUN
cet-76	47	16	and	and	CCONJ
cet-76	47	17	tc2,s	tc2,s	PROPN
cet-76	47	18	stands	stand	VERB
cet-76	47	19	for	for	ADP
cet-76	47	20	the	the	DET
cet-76	47	21	second	second	ADJ
cet-76	47	22	stage	stage	NOUN
cet-76	47	23	cost	cost	NOUN
cet-76	47	24	corresponding	correspond	VERB
cet-76	47	25	to	to	ADP
cet-76	47	26	operational	operational	ADJ
cet-76	47	27	decisions	decision	NOUN
cet-76	47	28	in	in	ADP
cet-76	47	29	scenario	scenario	NOUN
cet-76	47	30	s.	s.	PROPN
cet-76	47	31	qts	qts	PROPN
cet-76	47	32	is	be	AUX
cet-76	47	33	the	the	DET
cet-76	47	34	variable	variable	ADJ
cet-76	47	35	quantity	quantity	NOUN
cet-76	47	36	of	of	ADP
cet-76	47	37	functional	functional	ADJ
cet-76	47	38	unit	unit	NOUN
cet-76	47	39	generated	generate	VERB
cet-76	47	40	in	in	ADP
cet-76	47	41	scenario	scenario	NOUN
cet-76	47	42	s	s	PART
cet-76	47	43	,	,	PUNCT
cet-76	47	44	and	and	CCONJ
cet-76	47	45	scenario	scenario	NOUN
cet-76	47	46	probability	probability	NOUN
cet-76	47	47	is	be	AUX
cet-76	47	48	denoted	denote	VERB
cet-76	47	49	by	by	ADP
cet-76	47	50	ps	ps	PROPN
cet-76	47	51	.	.	PUNCT
cet-76	48	1	the	the	DET
cet-76	48	2	environmental	environmental	ADJ
cet-76	48	3	objective	objective	NOUN
cet-76	48	4	is	be	AUX
cet-76	48	5	to	to	PART
cet-76	48	6	minimize	minimize	VERB
cet-76	48	7	the	the	DET
cet-76	48	8	life	life	NOUN
cet-76	48	9	cycle	cycle	NOUN
cet-76	48	10	ghg	ghg	PROPN
cet-76	48	11	emission	emission	NOUN
cet-76	48	12	per	per	ADP
cet-76	48	13	geg	geg	PROPN
cet-76	48	14	of	of	ADP
cet-76	48	15	biofuels	biofuel	NOUN
cet-76	48	16	.	.	PUNCT
cet-76	49	1	tes	tes	PROPN
cet-76	49	2	stands	stand	VERB
cet-76	49	3	for	for	ADP
cet-76	49	4	the	the	DET
cet-76	49	5	second	second	ADJ
cet-76	49	6	stage	stage	NOUN
cet-76	49	7	ghg	ghg	PROPN
cet-76	49	8	emissions	emission	NOUN
cet-76	49	9	in	in	ADP
cet-76	49	10	scenario	scenario	NOUN
cet-76	49	11	s.	s.	PROPN
cet-76	49	12	for	for	ADP
cet-76	49	13	the	the	DET
cet-76	49	14	compactness	compactness	NOUN
cet-76	49	15	of	of	ADP
cet-76	49	16	this	this	DET
cet-76	49	17	paper	paper	NOUN
cet-76	49	18	,	,	PUNCT
cet-76	49	19	we	we	PRON
cet-76	49	20	do	do	AUX
cet-76	49	21	not	not	PART
cet-76	49	22	provide	provide	VERB
cet-76	49	23	the	the	DET
cet-76	49	24	detailed	detailed	ADJ
cet-76	49	25	model	model	NOUN
cet-76	49	26	formulation	formulation	NOUN
cet-76	49	27	for	for	ADP
cet-76	49	28	all	all	DET
cet-76	49	29	the	the	DET
cet-76	49	30	constraints	constraint	NOUN
cet-76	49	31	.	.	PUNCT
cet-76	50	1	152	152	NUM
cet-76	50	2	economic	economic	ADJ
cet-76	50	3	objective	objective	NOUN
cet-76	50	4	:	:	PUNCT
cet-76	50	5			NOUN
cet-76	50	6			NOUN
cet-76	50	7			PROPN
cet-76	50	8			PROPN
cet-76	50	9			X
cet-76	50	10			X
cet-76	50	11	1	1	NUM
cet-76	50	12	2	2	NUM
cet-76	50	13	,	,	PUNCT
cet-76	50	14	+	+	NUM
cet-76	50	15	min	min	PROPN
cet-76	50	16	s	s	PART
cet-76	50	17	s	s	NOUN
cet-76	50	18	s	s	X
cet-76	50	19	s	s	X
cet-76	50	20	s	s	X
cet-76	50	21	s	s	X
cet-76	50	22	s	s	X
cet-76	50	23	s	s	X
cet-76	50	24	tc	tc	X
cet-76	50	25	p	p	NOUN
cet-76	50	26	tc	tc	NOUN
cet-76	50	27	p	p	NOUN
cet-76	50	28	qt	qt	ADP
cet-76	50	29	environmental	environmental	ADJ
cet-76	50	30	objective	objective	NOUN
cet-76	50	31	:	:	PUNCT
cet-76	50	32			NOUN
cet-76	50	33			NOUN
cet-76	50	34			PROPN
cet-76	50	35			PROPN
cet-76	50	36			X
cet-76	50	37			X
cet-76	50	38	min	min	PROPN
cet-76	50	39	s	s	NOUN
cet-76	50	40	s	s	NOUN
cet-76	50	41	s	s	X
cet-76	50	42	s	s	X
cet-76	50	43	s	s	X
cet-76	50	44	s	s	X
cet-76	50	45	s	s	X
cet-76	50	46	s	s	X
cet-76	50	47	p	p	X
cet-76	50	48	te	te	ADP
cet-76	50	49	p	p	NOUN
cet-76	50	50	qt	qt	NOUN
cet-76	50	51	(	(	PUNCT
cet-76	50	52	1	1	NUM
cet-76	50	53	)	)	PUNCT
cet-76	50	54	s.t	s.t	PROPN
cet-76	50	55	.	.	PROPN
cet-76	50	56	mass	mass	PROPN
cet-76	50	57	balance	balance	NOUN
cet-76	50	58	constraints	constraint	NOUN
cet-76	50	59	capacity	capacity	NOUN
cet-76	50	60	constraints	constraint	NOUN
cet-76	50	61	logic	logic	NOUN
cet-76	50	62	constraints	constraint	VERB
cet-76	50	63	the	the	DET
cet-76	50	64	components	component	NOUN
cet-76	50	65	of	of	ADP
cet-76	50	66	the	the	DET
cet-76	50	67	first	first	ADJ
cet-76	50	68	-	-	PUNCT
cet-76	50	69	stage	stage	NOUN
cet-76	50	70	cost	cost	NOUN
cet-76	50	71	tc1	tc1	NOUN
cet-76	50	72	include	include	VERB
cet-76	50	73	the	the	DET
cet-76	50	74	capital	capital	NOUN
cet-76	50	75	investment	investment	NOUN
cet-76	50	76	,	,	PUNCT
cet-76	50	77	fixed	fix	VERB
cet-76	50	78	o&m	o&m	PROPN
cet-76	50	79	cost	cost	NOUN
cet-76	50	80	,	,	PUNCT
cet-76	50	81	and	and	CCONJ
cet-76	50	82	incentive	incentive	NOUN
cet-76	50	83	received	receive	VERB
cet-76	50	84	for	for	ADP
cet-76	50	85	biorefineries	biorefinerie	NOUN
cet-76	50	86	;	;	PUNCT
cet-76	50	87	the	the	DET
cet-76	50	88	second	second	ADJ
cet-76	50	89	-	-	PUNCT
cet-76	50	90	stage	stage	NOUN
cet-76	50	91	cost	cost	NOUN
cet-76	50	92	tc2,s	tc2,s	PROPN
cet-76	50	93	equals	equal	VERB
cet-76	50	94	the	the	DET
cet-76	50	95	summation	summation	NOUN
cet-76	50	96	of	of	ADP
cet-76	50	97	costs	cost	NOUN
cet-76	50	98	regarding	regard	VERB
cet-76	50	99	:	:	PUNCT
cet-76	50	100	biomass	biomass	NOUN
cet-76	50	101	acquisition	acquisition	NOUN
cet-76	50	102	,	,	PUNCT
cet-76	50	103	biofuels	biofuel	NOUN
cet-76	50	104	production	production	NOUN
cet-76	50	105	,	,	PUNCT
cet-76	50	106	transportation	transportation	NOUN
cet-76	50	107	,	,	PUNCT
cet-76	50	108	storage	storage	NOUN
cet-76	50	109	,	,	PUNCT
cet-76	50	110	backorder	backorder	NOUN
cet-76	50	111	,	,	PUNCT
cet-76	50	112	and	and	CCONJ
cet-76	50	113	incentives	incentive	NOUN
cet-76	50	114	;	;	PUNCT
cet-76	50	115	the	the	DET
cet-76	50	116	total	total	ADJ
cet-76	50	117	ghg	ghg	PROPN
cet-76	50	118	emissions	emission	NOUN
cet-76	50	119	tes	tes	NOUN
cet-76	50	120	include	include	VERB
cet-76	50	121	similar	similar	ADJ
cet-76	50	122	components	component	NOUN
cet-76	50	123	for	for	ADP
cet-76	50	124	biomass	biomass	NOUN
cet-76	50	125	acquisition	acquisition	NOUN
cet-76	50	126	,	,	PUNCT
cet-76	50	127	biofuels	biofuel	NOUN
cet-76	50	128	production	production	NOUN
cet-76	50	129	,	,	PUNCT
cet-76	50	130	transportation	transportation	NOUN
cet-76	50	131	,	,	PUNCT
cet-76	50	132	and	and	CCONJ
cet-76	50	133	storage	storage	NOUN
cet-76	50	134	.	.	PUNCT
cet-76	51	1	3.2	3.2	NUM
cet-76	51	2	tailored	tailor	VERB
cet-76	51	3	global	global	ADJ
cet-76	51	4	optimisation	optimisation	NOUN
cet-76	51	5	algorithm	algorithm	NOUN
cet-76	51	6	the	the	DET
cet-76	51	7	smilfp	smilfp	PROPN
cet-76	51	8	problem	problem	NOUN
cet-76	51	9	,	,	PUNCT
cet-76	51	10	as	as	ADP
cet-76	51	11	a	a	DET
cet-76	51	12	combination	combination	NOUN
cet-76	51	13	of	of	ADP
cet-76	51	14	stochastic	stochastic	ADJ
cet-76	51	15	programming	programming	NOUN
cet-76	51	16	and	and	CCONJ
cet-76	51	17	milfp	milfp	NOUN
cet-76	51	18	problem	problem	NOUN
cet-76	51	19	,	,	PUNCT
cet-76	51	20	requires	require	VERB
cet-76	51	21	special	special	ADJ
cet-76	51	22	solution	solution	NOUN
cet-76	51	23	techniques	technique	NOUN
cet-76	51	24	to	to	PART
cet-76	51	25	be	be	AUX
cet-76	51	26	solved	solve	VERB
cet-76	51	27	efficiently	efficiently	ADV
cet-76	51	28	(	(	PUNCT
cet-76	51	29	gao	gao	PROPN
cet-76	51	30	and	and	CCONJ
cet-76	51	31	you	you	PRON
cet-76	51	32	,	,	PUNCT
cet-76	51	33	2015b	2015b	NUM
cet-76	51	34	)	)	PUNCT
cet-76	51	35	.	.	PUNCT
cet-76	52	1	after	after	ADP
cet-76	52	2	exploiting	exploit	VERB
cet-76	52	3	the	the	DET
cet-76	52	4	problem	problem	NOUN
cet-76	52	5	structure	structure	NOUN
cet-76	52	6	,	,	PUNCT
cet-76	52	7	a	a	DET
cet-76	52	8	tailored	tailor	VERB
cet-76	52	9	global	global	ADJ
cet-76	52	10	optimization	optimization	NOUN
cet-76	52	11	algorithm	algorithm	NOUN
cet-76	52	12	that	that	PRON
cet-76	52	13	integrates	integrate	VERB
cet-76	52	14	the	the	DET
cet-76	52	15	parametric	parametric	ADJ
cet-76	52	16	algorithm	algorithm	NOUN
cet-76	52	17	(	(	PUNCT
cet-76	52	18	chu	chu	NOUN
cet-76	52	19	and	and	CCONJ
cet-76	52	20	you	you	PRON
cet-76	52	21	,	,	PUNCT
cet-76	52	22	2013	2013	NUM
cet-76	52	23	)	)	PUNCT
cet-76	52	24	for	for	ADP
cet-76	52	25	handling	handle	VERB
cet-76	52	26	the	the	DET
cet-76	52	27	fractional	fractional	ADJ
cet-76	52	28	term	term	NOUN
cet-76	52	29	,	,	PUNCT
cet-76	52	30	as	as	ADV
cet-76	52	31	well	well	ADV
cet-76	52	32	as	as	ADP
cet-76	52	33	the	the	DET
cet-76	52	34	multi	multi	ADJ
cet-76	52	35	-	-	ADJ
cet-76	52	36	cut	cut	ADJ
cet-76	52	37	l	l	NOUN
cet-76	52	38	-	-	ADJ
cet-76	52	39	shaped	shape	VERB
cet-76	52	40	method	method	NOUN
cet-76	52	41	(	(	PUNCT
cet-76	52	42	you	you	PRON
cet-76	52	43	et	et	VERB
cet-76	52	44	al	al	PROPN
cet-76	52	45	.	.	PROPN
cet-76	52	46	,	,	PUNCT
cet-76	52	47	2013	2013	NUM
cet-76	52	48	)	)	PUNCT
cet-76	52	49	is	be	AUX
cet-76	52	50	used	use	VERB
cet-76	52	51	for	for	ADP
cet-76	52	52	dealing	deal	VERB
cet-76	52	53	with	with	ADP
cet-76	52	54	the	the	DET
cet-76	52	55	scenario	scenario	NOUN
cet-76	52	56	planning	planning	NOUN
cet-76	52	57	structure	structure	NOUN
cet-76	52	58	of	of	ADP
cet-76	52	59	smilp	smilp	ADJ
cet-76	52	60	problem	problem	NOUN
cet-76	52	61	.	.	PUNCT
cet-76	53	1	figure	figure	NOUN
cet-76	53	2	2	2	NUM
cet-76	53	3	summarizes	summarize	NOUN
cet-76	53	4	this	this	DET
cet-76	53	5	solution	solution	NOUN
cet-76	53	6	algorithm	algorithm	NOUN
cet-76	53	7	in	in	ADP
cet-76	53	8	a	a	DET
cet-76	53	9	pseudo	pseudo	NOUN
cet-76	53	10	code	code	NOUN
cet-76	53	11	,	,	PUNCT
cet-76	53	12	and	and	CCONJ
cet-76	53	13	note	note	VERB
cet-76	53	14	that	that	SCONJ
cet-76	53	15	this	this	PRON
cet-76	53	16	is	be	AUX
cet-76	53	17	by	by	ADP
cet-76	53	18	far	far	ADV
cet-76	53	19	the	the	DET
cet-76	53	20	most	most	ADV
cet-76	53	21	computationally	computationally	ADV
cet-76	53	22	efficient	efficient	ADJ
cet-76	53	23	algorithm	algorithm	NOUN
cet-76	53	24	for	for	ADP
cet-76	53	25	globally	globally	ADV
cet-76	53	26	optimizing	optimize	VERB
cet-76	53	27	general	general	ADJ
cet-76	53	28	smilfp	smilfp	NOUN
cet-76	53	29	problems	problem	NOUN
cet-76	53	30	to	to	ADP
cet-76	53	31	0	0	NUM
cet-76	53	32	%	%	NOUN
cet-76	53	33	optimality	optimality	NOUN
cet-76	53	34	gap	gap	NOUN
cet-76	53	35	.	.	PUNCT
cet-76	54	1	global	global	ADJ
cet-76	54	2	optimisation	optimisation	NOUN
cet-76	54	3	algorithm	algorithm	NOUN
cet-76	54	4	1	1	NUM
cet-76	54	5	:	:	PUNCT
cet-76	54	6	transform	transform	VERB
cet-76	54	7			NOUN
cet-76	54	8			PUNCT
cet-76	54	9			NOUN
cet-76	54	10			NOUN
cet-76	55	1			PUNCT
cet-76	55	2			NOUN
cet-76	55	3			SYM
cet-76	55	4			NOUN
cet-76	55	5			NOUN
cet-76	55	6			NOUN
cet-76	55	7			PROPN
cet-76	55	8			NUM
cet-76	55	9	(	(	PUNCT
cet-76	55	10	)	)	PUNCT
cet-76	55	11	,	,	PUNCT
cet-76	55	12	,	,	PUNCT
cet-76	55	13	f	f	PROPN
cet-76	55	14	qw	qw	INTJ
cet-76	55	15	min	min	PROPN
cet-76	56	1	n	n	PROPN
cet-76	56	2	x	x	SYM
cet-76	56	3	y	y	PROPN
cet-76	56	4	qw	qw	X
cet-76	56	5	d	d	PROPN
cet-76	56	6	y	y	PROPN
cet-76	56	7	min	min	PROPN
cet-76	56	8	n	n	PROPN
cet-76	56	9	x	x	SYM
cet-76	56	10	y	y	PROPN
cet-76	56	11	d	d	PROPN
cet-76	56	12	y	y	PROPN
cet-76	56	13	2	2	NUM
cet-76	56	14	:	:	PUNCT
cet-76	56	15	initialization	initialization	NOUN
cet-76	56	16	:	:	PUNCT
cet-76	56	17	0qw	0qw	PROPN
cet-76	56	18	,	,	PUNCT
cet-76	56	19	1outiter	1outiter	X
cet-76	56	20	3	3	NUM
cet-76	56	21	:	:	PUNCT
cet-76	56	22	while	while	SCONJ
cet-76	56	23	(	(	PUNCT
cet-76	56	24	objective	objective	ADJ
cet-76	56	25	function	function	NOUN
cet-76	56	26			NUM
cet-76	56	27	(	(	PUNCT
cet-76	56	28	)	)	PUNCT
cet-76	56	29	outf	outf	NOUN
cet-76	56	30	qw	qw	X
cet-76	56	31	tol	tol	NOUN
cet-76	56	32	)	)	PUNCT
cet-76	56	33	do	do	VERB
cet-76	56	34	4	4	NUM
cet-76	56	35	:	:	PUNCT
cet-76	56	36			NOUN
cet-76	56	37	1out	1out	NOUN
cet-76	56	38	outiter	outiter	NOUN
cet-76	56	39	iter	iter	NOUN
cet-76	56	40	5	5	NUM
cet-76	56	41	:	:	PUNCT
cet-76	56	42	lb	lb	ADJ
cet-76	56	43	,	,	PUNCT
cet-76	56	44	ub	ub	ADJ
cet-76	56	45	,	,	PUNCT
cet-76	56	46	1initer	1initer	PUNCT
cet-76	56	47	,	,	PUNCT
cet-76	56	48	gap	gap	ADP
cet-76	56	49	6	6	NUM
cet-76	56	50	:	:	PUNCT
cet-76	56	51	solve	solve	VERB
cet-76	56	52	master	master	NOUN
cet-76	56	53	problem	problem	NOUN
cet-76	56	54	(	(	PUNCT
cet-76	56	55	mp	mp	NOUN
cet-76	56	56	)	)	PUNCT
cet-76	56	57	to	to	PART
cet-76	56	58	obtain	obtain	VERB
cet-76	56	59	x	x	NOUN
cet-76	56	60	*	*	NOUN
cet-76	56	61	7	7	NUM
cet-76	56	62	:	:	PUNCT
cet-76	56	63	while	while	SCONJ
cet-76	56	64	(	(	PUNCT
cet-76	56	65			NUM
cet-76	56	66	ingap	ingap	NOUN
cet-76	56	67	tol	tol	NOUN
cet-76	56	68	)	)	PUNCT
cet-76	56	69	do	do	VERB
cet-76	56	70	8	8	NUM
cet-76	56	71	:	:	PUNCT
cet-76	56	72			NUM
cet-76	56	73	1	1	NOUN
cet-76	56	74	in	in	ADP
cet-76	56	75	initer	initer	ADJ
cet-76	56	76	iter	iter	NOUN
cet-76	56	77	9	9	NUM
cet-76	56	78	:	:	PUNCT
cet-76	56	79	while	while	SCONJ
cet-76	56	80	(	(	PUNCT
cet-76	56	81	terminate	terminate	VERB
cet-76	56	82	=	=	NOUN
cet-76	56	83	false	false	ADJ
cet-76	56	84	)	)	PUNCT
cet-76	56	85	do	do	VERB
cet-76	56	86	10	10	NUM
cet-76	56	87	:	:	PUNCT
cet-76	56	88	scenario	scenario	PROPN
cet-76	56	89	s	s	PART
cet-76	56	90	←	←	PROPN
cet-76	56	91	s+1	s+1	PROPN
cet-76	56	92	,	,	PUNCT
cet-76	56	93	11	11	NUM
cet-76	56	94	:	:	PUNCT
cet-76	56	95	solve	solve	VERB
cet-76	56	96	subproblem	subproblem	NOUN
cet-76	56	97	(	(	PUNCT
cet-76	56	98	sp	sp	NOUN
cet-76	56	99	)	)	PUNCT
cet-76	56	100	with	with	ADP
cet-76	56	101	fixed	fix	VERB
cet-76	56	102	x	x	X
cet-76	56	103	*	*	PROPN
cet-76	56	104	12	12	NUM
cet-76	56	105	:	:	PUNCT
cet-76	56	106	generate	generate	VERB
cet-76	56	107	optimality	optimality	NOUN
cet-76	56	108	cut	cut	NOUN
cet-76	56	109	:	:	PUNCT
cet-76	56	110			PROPN
cet-76	56	111			X
cet-76	57	1	s	s	PROPN
cet-76	57	2	s	s	X
cet-76	57	3	se	se	X
cet-76	57	4	y	y	PROPN
cet-76	57	5	d	d	PROPN
cet-76	57	6	13	13	NUM
cet-76	57	7	:	:	PUNCT
cet-76	57	8	if	if	SCONJ
cet-76	57	9			NOUN
cet-76	57	10			PUNCT
cet-76	57	11	count	count	VERB
cet-76	57	12	s	s	NOUN
cet-76	57	13	s	s	X
cet-76	57	14	then	then	ADV
cet-76	57	15	14	14	NUM
cet-76	57	16	:	:	PUNCT
cet-76	57	17	terminate	terminate	VERB
cet-76	57	18	←	←	PROPN
cet-76	57	19	true	true	ADJ
cet-76	57	20	15	15	NUM
cet-76	57	21	:	:	PUNCT
cet-76	57	22	end	end	VERB
cet-76	57	23	if	if	SCONJ
cet-76	57	24	16	16	NUM
cet-76	57	25	:	:	PUNCT
cet-76	57	26	end	end	VERB
cet-76	57	27	while	while	SCONJ
cet-76	57	28	17	17	NUM
cet-76	57	29	:	:	PUNCT
cet-76	57	30	add	add	VERB
cet-76	57	31			PROPN
cet-76	57	32			X
cet-76	57	33	s	s	PROPN
cet-76	57	34	s	s	X
cet-76	57	35	se	se	X
cet-76	57	36	y	y	PROPN
cet-76	57	37	d	d	PROPN
cet-76	57	38	to	to	ADP
cet-76	57	39	mp	mp	NOUN
cet-76	57	40	,	,	PUNCT
cet-76	57	41	update	update	NOUN
cet-76	57	42	ub	ub	ADJ
cet-76	57	43	18	18	NUM
cet-76	57	44	:	:	PUNCT
cet-76	57	45	solve	solve	VERB
cet-76	57	46	mp	mp	PROPN
cet-76	57	47	with	with	ADP
cet-76	57	48	updated	update	VERB
cet-76	57	49	cuts	cut	NOUN
cet-76	57	50	19	19	NUM
cet-76	57	51	:	:	PUNCT
cet-76	57	52	update	update	NOUN
cet-76	57	53	lb	lb	NUM
cet-76	57	54	,	,	PUNCT
cet-76	57	55			NOUN
cet-76	57	56			SYM
cet-76	57	57			PROPN
cet-76	58	1			NOUN
cet-76	58	2			PROPN
cet-76	58	3	1gap	1gap	PROPN
cet-76	58	4	ub	ub	INTJ
cet-76	58	5	lb	lb	NUM
cet-76	58	6	lb	lb	NUM
cet-76	58	7	20	20	NUM
cet-76	58	8	:	:	PUNCT
cet-76	58	9	end	end	NOUN
cet-76	58	10	while	while	SCONJ
cet-76	58	11	21	21	NUM
cet-76	58	12	:	:	PUNCT
cet-76	58	13	update	update	NOUN
cet-76	58	14	parameter	parameter	NOUN
cet-76	58	15			NOUN
cet-76	58	16			PROPN
cet-76	58	17			NOUN
cet-76	59	1			NOUN
cet-76	60	1	*	*	PUNCT
cet-76	61	1	*	*	PUNCT
cet-76	61	2	*	*	PUNCT
cet-76	61	3	,	,	PUNCT
cet-76	61	4	xq	xq	PROPN
cet-76	61	5	n	n	PROPN
cet-76	61	6	y	y	PROPN
cet-76	61	7	d	d	PROPN
cet-76	61	8	yw	yw	PROPN
cet-76	61	9	22	22	NUM
cet-76	61	10	:	:	PUNCT
cet-76	61	11	end	end	VERB
cet-76	61	12	while	while	SCONJ
cet-76	61	13	23	23	NUM
cet-76	61	14	:	:	PUNCT
cet-76	61	15	output	output	NOUN
cet-76	61	16	qw	qw	NOUN
cet-76	61	17	*	*	NOUN
cet-76	61	18	figure	figure	NOUN
cet-76	61	19	2	2	NUM
cet-76	61	20	.	.	X
cet-76	61	21	pseudo	pseudo	NOUN
cet-76	61	22	-	-	NOUN
cet-76	61	23	code	code	NOUN
cet-76	61	24	of	of	ADP
cet-76	61	25	the	the	DET
cet-76	61	26	tailored	tailor	VERB
cet-76	61	27	solution	solution	NOUN
cet-76	61	28	algorithm	algorithm	NOUN
cet-76	61	29	4	4	NUM
cet-76	61	30	.	.	PUNCT
cet-76	61	31	case	case	NOUN
cet-76	61	32	study	study	NOUN
cet-76	61	33	in	in	ADP
cet-76	61	34	this	this	DET
cet-76	61	35	county	county	NOUN
cet-76	61	36	-	-	PUNCT
cet-76	61	37	level	level	NOUN
cet-76	61	38	hydrocarbon	hydrocarbon	NOUN
cet-76	61	39	biofuel	biofuel	NOUN
cet-76	61	40	supply	supply	NOUN
cet-76	61	41	chain	chain	NOUN
cet-76	61	42	network	network	NOUN
cet-76	61	43	,	,	PUNCT
cet-76	61	44	a	a	DET
cet-76	61	45	total	total	NOUN
cet-76	61	46	of	of	ADP
cet-76	61	47	102	102	NUM
cet-76	61	48	regions	region	NOUN
cet-76	61	49	are	be	AUX
cet-76	61	50	considered	consider	VERB
cet-76	61	51	,	,	PUNCT
cet-76	61	52	each	each	PRON
cet-76	61	53	of	of	ADP
cet-76	61	54	which	which	PRON
cet-76	61	55	corresponds	correspond	VERB
cet-76	61	56	to	to	ADP
cet-76	61	57	a	a	DET
cet-76	61	58	single	single	ADJ
cet-76	61	59	county	county	NOUN
cet-76	61	60	in	in	ADP
cet-76	61	61	illinois	illinois	PROPN
cet-76	61	62	(	(	PUNCT
cet-76	61	63	gebreslassie	gebreslassie	PROPN
cet-76	61	64	et	et	PROPN
cet-76	61	65	al	al	PROPN
cet-76	61	66	.	.	PROPN
cet-76	61	67	,	,	PUNCT
cet-76	61	68	2012	2012	NUM
cet-76	61	69	)	)	PUNCT
cet-76	61	70	.	.	PUNCT
cet-76	62	1	the	the	DET
cet-76	62	2	resulting	result	VERB
cet-76	62	3	biofuel	biofuel	NOUN
cet-76	62	4	supply	supply	NOUN
cet-76	62	5	chain	chain	NOUN
cet-76	62	6	network	network	NOUN
cet-76	62	7	consists	consist	VERB
cet-76	62	8	of	of	ADP
cet-76	62	9	20	20	NUM
cet-76	62	10	biomass	biomass	NOUN
cet-76	62	11	harvesting	harvesting	NOUN
cet-76	62	12	sites	site	NOUN
cet-76	62	13	,	,	PUNCT
cet-76	62	14	8	8	NUM
cet-76	62	15	potential	potential	ADJ
cet-76	62	16	integrated	integrate	VERB
cet-76	62	17	biorefinery	biorefinery	ADJ
cet-76	62	18	facilities	facility	NOUN
cet-76	62	19	,	,	PUNCT
cet-76	62	20	and	and	CCONJ
cet-76	62	21	35	35	NUM
cet-76	62	22	demand	demand	NOUN
cet-76	62	23	regions	region	NOUN
cet-76	62	24	(	(	PUNCT
cet-76	62	25	tong	tong	PROPN
cet-76	62	26	et	et	PROPN
cet-76	62	27	al	al	PROPN
cet-76	62	28	.	.	PROPN
cet-76	62	29	,	,	PUNCT
cet-76	62	30	2014	2014	NUM
cet-76	62	31	)	)	PUNCT
cet-76	62	32	.	.	PUNCT
cet-76	63	1	a	a	DET
cet-76	63	2	10	10	NUM
cet-76	63	3	y	y	PROPN
cet-76	63	4	planning	planning	NOUN
cet-76	63	5	horizon	horizon	NOUN
cet-76	63	6	is	be	AUX
cet-76	63	7	considered	consider	VERB
cet-76	63	8	,	,	PUNCT
cet-76	63	9	and	and	CCONJ
cet-76	63	10	each	each	DET
cet-76	63	11	year	year	NOUN
cet-76	63	12	is	be	AUX
cet-76	63	13	further	far	ADV
cet-76	63	14	divided	divide	VERB
cet-76	63	15	into	into	ADP
cet-76	63	16	12	12	NUM
cet-76	63	17	time	time	NOUN
cet-76	63	18	periods	period	NOUN
cet-76	63	19	,	,	PUNCT
cet-76	63	20	corresponding	correspond	VERB
cet-76	63	21	to	to	ADP
cet-76	63	22	12	12	NUM
cet-76	63	23	months	month	NOUN
cet-76	63	24	/	/	SYM
cet-76	63	25	y	y	NOUN
cet-76	63	26	,	,	PUNCT
cet-76	63	27	to	to	PART
cet-76	63	28	account	account	VERB
cet-76	63	29	for	for	ADP
cet-76	63	30	the	the	DET
cet-76	63	31	seasonality	seasonality	NOUN
cet-76	63	32	of	of	ADP
cet-76	63	33	biomass	biomass	NOUN
cet-76	63	34	supply	supply	NOUN
cet-76	63	35	(	(	PUNCT
cet-76	63	36	you	you	PRON
cet-76	63	37	et	et	VERB
cet-76	63	38	al	al	PROPN
cet-76	63	39	.	.	PROPN
cet-76	63	40	,	,	PUNCT
cet-76	63	41	2012	2012	NUM
cet-76	63	42	)	)	PUNCT
cet-76	63	43	.	.	PUNCT
cet-76	64	1	a	a	DET
cet-76	64	2	153	153	NUM
cet-76	64	3	10	10	NUM
cet-76	64	4	%	%	NOUN
cet-76	64	5	discount	discount	NOUN
cet-76	64	6	rate	rate	NOUN
cet-76	64	7	is	be	AUX
cet-76	64	8	adopted	adopt	VERB
cet-76	64	9	for	for	ADP
cet-76	64	10	each	each	DET
cet-76	64	11	year	year	NOUN
cet-76	64	12	(	(	PUNCT
cet-76	64	13	you	you	PRON
cet-76	64	14	and	and	CCONJ
cet-76	64	15	wang	wang	PROPN
cet-76	64	16	,	,	PUNCT
cet-76	64	17	2011	2011	NUM
cet-76	64	18	)	)	PUNCT
cet-76	64	19	.	.	PUNCT
cet-76	65	1	the	the	DET
cet-76	65	2	resulting	result	VERB
cet-76	65	3	problem	problem	NOUN
cet-76	65	4	has	have	VERB
cet-76	65	5	52,094,579	52,094,579	NUM
cet-76	65	6	continuous	continuous	ADJ
cet-76	65	7	variables	variable	NOUN
cet-76	65	8	(	(	PUNCT
cet-76	65	9	stage	stage	NOUN
cet-76	65	10	i	i	PRON
cet-76	65	11	:	:	PUNCT
cet-76	65	12	170	170	NUM
cet-76	65	13	;	;	PUNCT
cet-76	65	14	stage	stage	NOUN
cet-76	65	15	ii	ii	PROPN
cet-76	65	16	:	:	PUNCT
cet-76	65	17	52,094,409	52,094,409	NUM
cet-76	65	18	)	)	PUNCT
cet-76	65	19	,	,	PUNCT
cet-76	65	20	32	32	NUM
cet-76	65	21	discrete	discrete	ADJ
cet-76	65	22	variables	variable	NOUN
cet-76	65	23	(	(	PUNCT
cet-76	65	24	stage	stage	NOUN
cet-76	65	25	i	i	PRON
cet-76	65	26	:	:	PUNCT
cet-76	65	27	32	32	NUM
cet-76	65	28	;	;	PUNCT
cet-76	65	29	stage	stage	NOUN
cet-76	65	30	ii	ii	PROPN
cet-76	65	31	:	:	PUNCT
cet-76	65	32	0	0	NUM
cet-76	65	33	)	)	PUNCT
cet-76	65	34	,	,	PUNCT
cet-76	65	35	and	and	CCONJ
cet-76	65	36	3,412,636	3,412,636	NUM
cet-76	65	37	constraints	constraint	NOUN
cet-76	65	38	(	(	PUNCT
cet-76	65	39	stage	stage	NOUN
cet-76	65	40	i	i	PRON
cet-76	65	41	:	:	PUNCT
cet-76	65	42	222	222	NUM
cet-76	65	43	;	;	PUNCT
cet-76	65	44	stage	stage	NOUN
cet-76	65	45	ii	ii	PROPN
cet-76	65	46	:	:	PUNCT
cet-76	65	47	3,412,414	3,412,414	NUM
cet-76	65	48	)	)	PUNCT
cet-76	65	49	.	.	PUNCT
cet-76	66	1	all	all	PRON
cet-76	66	2	of	of	ADP
cet-76	66	3	the	the	DET
cet-76	66	4	models	model	NOUN
cet-76	66	5	and	and	CCONJ
cet-76	66	6	solution	solution	NOUN
cet-76	66	7	procedures	procedure	NOUN
cet-76	66	8	are	be	AUX
cet-76	66	9	coded	code	VERB
cet-76	66	10	in	in	ADP
cet-76	66	11	gams	gam	NOUN
cet-76	66	12	24.4.1	24.4.1	ADV
cet-76	66	13	.	.	PUNCT
cet-76	67	1	the	the	DET
cet-76	67	2	milp	milp	ADJ
cet-76	67	3	problems	problem	NOUN
cet-76	67	4	are	be	AUX
cet-76	67	5	solved	solve	VERB
cet-76	67	6	using	use	VERB
cet-76	67	7	cplex	cplex	PROPN
cet-76	67	8	12.6	12.6	NUM
cet-76	67	9	.	.	PUNCT
cet-76	68	1	the	the	DET
cet-76	68	2	solution	solution	NOUN
cet-76	68	3	of	of	ADP
cet-76	68	4	point	point	NOUN
cet-76	68	5	c	c	PROPN
cet-76	68	6	was	be	AUX
cet-76	68	7	obtained	obtain	VERB
cet-76	68	8	after	after	ADP
cet-76	68	9	5	5	NUM
cet-76	68	10	outer	outer	ADJ
cet-76	68	11	iterations	iteration	NOUN
cet-76	68	12	within	within	ADP
cet-76	68	13	a	a	DET
cet-76	68	14	total	total	NOUN
cet-76	68	15	of	of	ADP
cet-76	68	16	2,311	2,311	NUM
cet-76	68	17	cpu	cpu	NOUN
cet-76	68	18	seconds	second	NOUN
cet-76	68	19	.	.	PUNCT
cet-76	69	1	the	the	DET
cet-76	69	2	resulting	result	VERB
cet-76	69	3	multi	multi	ADJ
cet-76	69	4	-	-	ADJ
cet-76	69	5	objective	objective	ADJ
cet-76	69	6	smilfp	smilfp	ADJ
cet-76	69	7	problem	problem	NOUN
cet-76	69	8	is	be	AUX
cet-76	69	9	solved	solve	VERB
cet-76	69	10	by	by	ADP
cet-76	69	11	the	the	DET
cet-76	69	12	algorithm	algorithm	NOUN
cet-76	69	13	proposed	propose	VERB
cet-76	69	14	above	above	ADV
cet-76	69	15	.	.	PUNCT
cet-76	70	1	by	by	ADP
cet-76	70	2	solving	solve	VERB
cet-76	70	3	10	10	NUM
cet-76	70	4	instances	instance	NOUN
cet-76	70	5	with	with	ADP
cet-76	70	6	uniform	uniform	ADJ
cet-76	70	7	intervals	interval	NOUN
cet-76	70	8	of	of	ADP
cet-76	70	9	ghg	ghg	PROPN
cet-76	70	10	emissions	emission	NOUN
cet-76	70	11	per	per	ADP
cet-76	70	12	geg	geg	PROPN
cet-76	70	13	biofuels	biofuel	NOUN
cet-76	70	14	,	,	PUNCT
cet-76	70	15	an	an	DET
cet-76	70	16	approximated	approximate	VERB
cet-76	70	17	pareto	pareto	NOUN
cet-76	70	18	-	-	PUNCT
cet-76	70	19	curve	curve	NOUN
cet-76	70	20	is	be	AUX
cet-76	70	21	obtained	obtain	VERB
cet-76	70	22	in	in	ADP
cet-76	70	23	figure	figure	NOUN
cet-76	70	24	3	3	NUM
cet-76	70	25	.	.	PUNCT
cet-76	71	1	the	the	DET
cet-76	71	2	x	x	NOUN
cet-76	71	3	-	-	NOUN
cet-76	71	4	axis	axis	NOUN
cet-76	71	5	represents	represent	VERB
cet-76	71	6	the	the	DET
cet-76	71	7	ghg	ghg	PROPN
cet-76	71	8	emission	emission	NOUN
cet-76	71	9	corresponding	correspond	VERB
cet-76	71	10	to	to	ADP
cet-76	71	11	unit	unit	NOUN
cet-76	71	12	geg	geg	PROPN
cet-76	71	13	of	of	ADP
cet-76	71	14	biofuels	biofuel	NOUN
cet-76	71	15	.	.	PUNCT
cet-76	72	1	the	the	DET
cet-76	72	2	y	y	NOUN
cet-76	72	3	-	-	PUNCT
cet-76	72	4	axis	axis	NOUN
cet-76	72	5	represents	represent	VERB
cet-76	72	6	the	the	DET
cet-76	72	7	total	total	ADJ
cet-76	72	8	cost	cost	NOUN
cet-76	72	9	per	per	ADP
cet-76	72	10	geg	geg	NOUN
cet-76	72	11	of	of	ADP
cet-76	72	12	biofuels	biofuel	NOUN
cet-76	72	13	.	.	PUNCT
cet-76	73	1	on	on	ADP
cet-76	73	2	the	the	DET
cet-76	73	3	paretocurve	paretocurve	NOUN
cet-76	73	4	,	,	PUNCT
cet-76	73	5	three	three	NUM
cet-76	73	6	points	point	NOUN
cet-76	73	7	are	be	AUX
cet-76	73	8	chosen	choose	VERB
cet-76	73	9	for	for	ADP
cet-76	73	10	further	further	ADJ
cet-76	73	11	demonstration	demonstration	NOUN
cet-76	73	12	.	.	PUNCT
cet-76	74	1	point	point	NOUN
cet-76	74	2	a	a	PRON
cet-76	74	3	and	and	CCONJ
cet-76	74	4	c	c	NOUN
cet-76	74	5	are	be	AUX
cet-76	74	6	two	two	NUM
cet-76	74	7	extreme	extreme	ADJ
cet-76	74	8	solutions	solution	NOUN
cet-76	74	9	with	with	ADP
cet-76	74	10	the	the	DET
cet-76	74	11	lowest	low	ADJ
cet-76	74	12	ghg	ghg	PROPN
cet-76	74	13	emission	emission	NOUN
cet-76	74	14	per	per	ADP
cet-76	74	15	geg	geg	NOUN
cet-76	74	16	biofuels	biofuel	NOUN
cet-76	74	17	and	and	CCONJ
cet-76	74	18	lowest	low	ADJ
cet-76	74	19	cost	cost	NOUN
cet-76	74	20	per	per	ADP
cet-76	74	21	geg	geg	PROPN
cet-76	74	22	biofuels	biofuel	NOUN
cet-76	74	23	,	,	PUNCT
cet-76	74	24	respectively	respectively	ADV
cet-76	74	25	.	.	PUNCT
cet-76	75	1	point	point	NOUN
cet-76	75	2	b	b	PROPN
cet-76	75	3	is	be	AUX
cet-76	75	4	a	a	DET
cet-76	75	5	compromised	compromise	VERB
cet-76	75	6	solution	solution	NOUN
cet-76	75	7	that	that	PRON
cet-76	75	8	features	feature	VERB
cet-76	75	9	with	with	ADP
cet-76	75	10	good	good	ADJ
cet-76	75	11	economic	economic	ADJ
cet-76	75	12	performance	performance	NOUN
cet-76	75	13	and	and	CCONJ
cet-76	75	14	decent	decent	ADJ
cet-76	75	15	emission	emission	NOUN
cet-76	75	16	performance	performance	NOUN
cet-76	75	17	.	.	PUNCT
cet-76	76	1	in	in	ADP
cet-76	76	2	addition	addition	NOUN
cet-76	76	3	to	to	ADP
cet-76	76	4	the	the	DET
cet-76	76	5	curve	curve	NOUN
cet-76	76	6	itself	itself	PRON
cet-76	76	7	,	,	PUNCT
cet-76	76	8	we	we	PRON
cet-76	76	9	add	add	VERB
cet-76	76	10	pie	pie	NOUN
cet-76	76	11	charts	chart	NOUN
cet-76	76	12	above	above	ADP
cet-76	76	13	the	the	DET
cet-76	76	14	curve	curve	NOUN
cet-76	76	15	to	to	PART
cet-76	76	16	show	show	VERB
cet-76	76	17	the	the	DET
cet-76	76	18	cost	cost	NOUN
cet-76	76	19	breakdowns	breakdown	NOUN
cet-76	76	20	for	for	ADP
cet-76	76	21	different	different	ADJ
cet-76	76	22	solutions	solution	NOUN
cet-76	76	23	.	.	PUNCT
cet-76	77	1	similarly	similarly	ADV
cet-76	77	2	,	,	PUNCT
cet-76	77	3	the	the	DET
cet-76	77	4	donut	donut	NOUN
cet-76	77	5	charts	chart	NOUN
cet-76	77	6	below	below	ADP
cet-76	77	7	the	the	DET
cet-76	77	8	curve	curve	NOUN
cet-76	77	9	are	be	AUX
cet-76	77	10	emission	emission	NOUN
cet-76	77	11	breakdowns	breakdown	NOUN
cet-76	77	12	.	.	PUNCT
cet-76	78	1	the	the	DET
cet-76	78	2	size	size	NOUN
cet-76	78	3	of	of	ADP
cet-76	78	4	these	these	DET
cet-76	78	5	charts	chart	NOUN
cet-76	78	6	are	be	AUX
cet-76	78	7	proportional	proportional	ADJ
cet-76	78	8	to	to	ADP
cet-76	78	9	the	the	DET
cet-76	78	10	absolute	absolute	ADJ
cet-76	78	11	value	value	NOUN
cet-76	78	12	of	of	ADP
cet-76	78	13	total	total	ADJ
cet-76	78	14	cost	cost	NOUN
cet-76	78	15	and	and	CCONJ
cet-76	78	16	emission	emission	NOUN
cet-76	78	17	,	,	PUNCT
cet-76	78	18	and	and	CCONJ
cet-76	78	19	the	the	DET
cet-76	78	20	percentage	percentage	NOUN
cet-76	78	21	corresponds	correspond	VERB
cet-76	78	22	to	to	ADP
cet-76	78	23	different	different	ADJ
cet-76	78	24	activities	activity	NOUN
cet-76	78	25	/	/	SYM
cet-76	78	26	processes	process	NOUN
cet-76	78	27	in	in	ADP
cet-76	78	28	the	the	DET
cet-76	78	29	hydrocarbon	hydrocarbon	NOUN
cet-76	78	30	biofuel	biofuel	NOUN
cet-76	78	31	supply	supply	NOUN
cet-76	78	32	chain	chain	NOUN
cet-76	78	33	.	.	PUNCT
cet-76	79	1	figure	figure	NOUN
cet-76	79	2	3	3	NUM
cet-76	79	3	.	.	PUNCT
cet-76	79	4	pareto	pareto	VERB
cet-76	79	5	-	-	PUNCT
cet-76	79	6	optimal	optimal	ADJ
cet-76	79	7	curve	curve	NOUN
cet-76	79	8	of	of	ADP
cet-76	79	9	the	the	DET
cet-76	79	10	case	case	NOUN
cet-76	79	11	study	study	NOUN
cet-76	79	12	with	with	ADP
cet-76	79	13	breakdowns	breakdown	NOUN
cet-76	79	14	figure	figure	VERB
cet-76	79	15	4	4	NUM
cet-76	79	16	.	.	X
cet-76	80	1	optimal	optimal	ADJ
cet-76	80	2	biofuel	biofuel	NOUN
cet-76	80	3	supply	supply	NOUN
cet-76	80	4	chain	chain	NOUN
cet-76	80	5	design	design	NOUN
cet-76	80	6	in	in	ADP
cet-76	80	7	different	different	ADJ
cet-76	80	8	solutions	solution	NOUN
cet-76	80	9	:	:	PUNCT
cet-76	80	10	(	(	PUNCT
cet-76	80	11	a	a	X
cet-76	80	12	)	)	PUNCT
cet-76	80	13	point	point	NOUN
cet-76	80	14	a	a	PRON
cet-76	80	15	,	,	PUNCT
cet-76	80	16	(	(	PUNCT
cet-76	80	17	b	b	NOUN
cet-76	80	18	)	)	PUNCT
cet-76	80	19	point	point	NOUN
cet-76	80	20	b	b	NOUN
cet-76	80	21	,	,	PUNCT
cet-76	80	22	(	(	PUNCT
cet-76	80	23	c	c	NOUN
cet-76	80	24	)	)	PUNCT
cet-76	80	25	point	point	NOUN
cet-76	80	26	c	c	ADP
cet-76	80	27	the	the	DET
cet-76	80	28	pareto	pareto	NOUN
cet-76	80	29	-	-	PUNCT
cet-76	80	30	curve	curve	NOUN
cet-76	80	31	shows	show	VERB
cet-76	80	32	that	that	SCONJ
cet-76	80	33	the	the	DET
cet-76	80	34	most	most	ADV
cet-76	80	35	sustainable	sustainable	ADJ
cet-76	80	36	solution	solution	NOUN
cet-76	80	37	point	point	NOUN
cet-76	80	38	a	a	PRON
cet-76	80	39	has	have	VERB
cet-76	80	40	the	the	DET
cet-76	80	41	lowest	low	ADJ
cet-76	80	42	ghg	ghg	PROPN
cet-76	80	43	emission	emission	NOUN
cet-76	80	44	per	per	ADP
cet-76	80	45	geg	geg	PROPN
cet-76	80	46	biofuels	biofuel	NOUN
cet-76	80	47	of	of	ADP
cet-76	80	48	10.22	10.22	NUM
cet-76	80	49	kg	kg	NOUN
cet-76	80	50	co2	co2	NOUN
cet-76	80	51	-	-	PUNCT
cet-76	80	52	eq	eq	NOUN
cet-76	80	53	/	/	SYM
cet-76	80	54	geg	geg	PROPN
cet-76	80	55	,	,	PUNCT
cet-76	80	56	and	and	CCONJ
cet-76	80	57	it	it	PRON
cet-76	80	58	has	have	VERB
cet-76	80	59	the	the	DET
cet-76	80	60	highest	high	ADJ
cet-76	80	61	cost	cost	NOUN
cet-76	80	62	per	per	ADP
cet-76	80	63	geg	geg	PROPN
cet-76	80	64	biofuels	biofuel	NOUN
cet-76	80	65	of	of	ADP
cet-76	80	66	4.21	4.21	NUM
cet-76	80	67	$	$	SYM
cet-76	80	68	/geg	/geg	NOUN
cet-76	80	69	.	.	PUNCT
cet-76	81	1	by	by	ADP
cet-76	81	2	contrast	contrast	NOUN
cet-76	81	3	,	,	PUNCT
cet-76	81	4	point	point	NOUN
cet-76	81	5	c	c	PROPN
cet-76	81	6	has	have	VERB
cet-76	81	7	the	the	DET
cet-76	81	8	lowest	low	ADJ
cet-76	81	9	cost	cost	NOUN
cet-76	81	10	per	per	ADP
cet-76	81	11	geg	geg	PROPN
cet-76	81	12	biofuels	biofuel	NOUN
cet-76	81	13	of	of	ADP
cet-76	81	14	3.39	3.39	NUM
cet-76	81	15	$	$	SYM
cet-76	81	16	/geg	/geg	X
cet-76	81	17	and	and	CCONJ
cet-76	81	18	the	the	DET
cet-76	81	19	highest	high	ADJ
cet-76	81	20	ghg	ghg	PROPN
cet-76	81	21	emission	emission	NOUN
cet-76	81	22	per	per	ADP
cet-76	81	23	geg	geg	PROPN
cet-76	81	24	biofuels	biofuel	NOUN
cet-76	81	25	of	of	ADP
cet-76	81	26	22.50	22.50	NUM
cet-76	81	27	kg	kg	NOUN
cet-76	81	28	co2	co2	NOUN
cet-76	81	29	-	-	PUNCT
cet-76	81	30	eq	eq	NOUN
cet-76	81	31	/geg	/geg	PROPN
cet-76	81	32	.	.	PUNCT
cet-76	82	1	the	the	DET
cet-76	82	2	cost	cost	NOUN
cet-76	82	3	per	per	ADP
cet-76	82	4	geg	geg	PROPN
cet-76	82	5	biofuels	biofuel	NOUN
cet-76	82	6	for	for	ADP
cet-76	82	7	point	point	NOUN
cet-76	82	8	b	b	PROPN
cet-76	82	9	is	be	AUX
cet-76	82	10	3.65	3.65	NUM
cet-76	82	11	$	$	SYM
cet-76	82	12	/geg	/geg	NOUN
cet-76	82	13	,	,	PUNCT
cet-76	82	14	and	and	CCONJ
cet-76	82	15	the	the	DET
cet-76	82	16	ghg	ghg	PROPN
cet-76	82	17	emission	emission	NOUN
cet-76	82	18	per	per	ADP
cet-76	82	19	geg	geg	PROPN
cet-76	82	20	biofuels	biofuel	NOUN
cet-76	82	21	is	be	AUX
cet-76	82	22	14.31	14.31	NUM
cet-76	82	23	kg	kg	NOUN
cet-76	82	24	co2	co2	NOUN
cet-76	82	25	-	-	PUNCT
cet-76	82	26	eq	eq	NOUN
cet-76	82	27	/geg	/geg	PROPN
cet-76	82	28	.	.	PUNCT
cet-76	83	1	next	next	ADV
cet-76	83	2	,	,	PUNCT
cet-76	83	3	we	we	PRON
cet-76	83	4	present	present	VERB
cet-76	83	5	the	the	DET
cet-76	83	6	supply	supply	NOUN
cet-76	83	7	chain	chain	NOUN
cet-76	83	8	profiles	profile	NOUN
cet-76	83	9	of	of	ADP
cet-76	83	10	all	all	DET
cet-76	83	11	the	the	DET
cet-76	83	12	solutions	solution	NOUN
cet-76	83	13	,	,	PUNCT
cet-76	83	14	given	give	VERB
cet-76	83	15	in	in	ADP
cet-76	83	16	figure	figure	NOUN
cet-76	83	17	4	4	NUM
cet-76	83	18	.	.	PUNCT
cet-76	84	1	the	the	DET
cet-76	84	2	number	number	NOUN
cet-76	84	3	and	and	CCONJ
cet-76	84	4	locations	location	NOUN
cet-76	84	5	of	of	ADP
cet-76	84	6	integrated	integrate	VERB
cet-76	84	7	biorefineries	biorefinerie	NOUN
cet-76	84	8	are	be	AUX
cet-76	84	9	depicted	depict	VERB
cet-76	84	10	on	on	ADP
cet-76	84	11	a	a	DET
cet-76	84	12	county	county	NOUN
cet-76	84	13	-	-	PUNCT
cet-76	84	14	based	base	VERB
cet-76	84	15	map	map	NOUN
cet-76	84	16	of	of	ADP
cet-76	84	17	illinois	illinois	PROPN
cet-76	84	18	.	.	PROPN
cet-76	85	1	154	154	NUM
cet-76	85	2	the	the	DET
cet-76	85	3	capacity	capacity	NOUN
cet-76	85	4	for	for	ADP
cet-76	85	5	each	each	DET
cet-76	85	6	biorefinery	biorefinery	NOUN
cet-76	85	7	in	in	ADP
cet-76	85	8	terms	term	NOUN
cet-76	85	9	of	of	ADP
cet-76	85	10	million	million	NUM
cet-76	85	11	gallon	gallon	NOUN
cet-76	85	12	per	per	ADP
cet-76	85	13	y	y	PROPN
cet-76	85	14	(	(	PUNCT
cet-76	85	15	mgy	mgy	PROPN
cet-76	85	16	)	)	PUNCT
cet-76	85	17	is	be	AUX
cet-76	85	18	provided	provide	VERB
cet-76	85	19	as	as	ADV
cet-76	85	20	well	well	ADV
cet-76	85	21	.	.	PUNCT
cet-76	86	1	as	as	SCONJ
cet-76	86	2	can	can	AUX
cet-76	86	3	be	be	AUX
cet-76	86	4	seen	see	VERB
cet-76	86	5	,	,	PUNCT
cet-76	86	6	for	for	ADP
cet-76	86	7	point	point	NOUN
cet-76	86	8	a	a	PRON
cet-76	86	9	,	,	PUNCT
cet-76	86	10	a	a	DET
cet-76	86	11	total	total	NOUN
cet-76	86	12	of	of	ADP
cet-76	86	13	6	6	NUM
cet-76	86	14	biorefineries	biorefinerie	NOUN
cet-76	86	15	are	be	AUX
cet-76	86	16	built	build	VERB
cet-76	86	17	,	,	PUNCT
cet-76	86	18	all	all	PRON
cet-76	86	19	of	of	ADP
cet-76	86	20	which	which	PRON
cet-76	86	21	adopt	adopt	VERB
cet-76	86	22	pyrolysis	pyrolysis	NOUN
cet-76	86	23	and	and	CCONJ
cet-76	86	24	hydroprocessing	hydroprocesse	VERB
cet-76	86	25	technology	technology	NOUN
cet-76	86	26	.	.	PUNCT
cet-76	87	1	for	for	ADP
cet-76	87	2	point	point	NOUN
cet-76	87	3	c	c	NOUN
cet-76	87	4	,	,	PUNCT
cet-76	87	5	there	there	PRON
cet-76	87	6	are	be	VERB
cet-76	87	7	also	also	ADV
cet-76	87	8	6	6	NUM
cet-76	87	9	biorefineries	biorefinerie	NOUN
cet-76	87	10	to	to	PART
cet-76	87	11	be	be	AUX
cet-76	87	12	built	build	VERB
cet-76	87	13	with	with	ADP
cet-76	87	14	gasification	gasification	NOUN
cet-76	87	15	and	and	CCONJ
cet-76	87	16	ft	ft	NOUN
cet-76	87	17	technology	technology	NOUN
cet-76	87	18	.	.	PUNCT
cet-76	88	1	the	the	DET
cet-76	88	2	optimal	optimal	ADJ
cet-76	88	3	supply	supply	NOUN
cet-76	88	4	chain	chain	NOUN
cet-76	88	5	design	design	NOUN
cet-76	88	6	for	for	ADP
cet-76	88	7	point	point	NOUN
cet-76	88	8	b	b	PROPN
cet-76	88	9	is	be	AUX
cet-76	88	10	a	a	DET
cet-76	88	11	combination	combination	NOUN
cet-76	88	12	of	of	ADP
cet-76	88	13	point	point	NOUN
cet-76	88	14	a	a	PRON
cet-76	88	15	and	and	CCONJ
cet-76	88	16	b	b	NOUN
cet-76	88	17	,	,	PUNCT
cet-76	88	18	where	where	SCONJ
cet-76	88	19	both	both	DET
cet-76	88	20	technologies	technology	NOUN
cet-76	88	21	are	be	AUX
cet-76	88	22	adopted	adopt	VERB
cet-76	88	23	.	.	PUNCT
cet-76	89	1	in	in	ADP
cet-76	89	2	order	order	NOUN
cet-76	89	3	to	to	PART
cet-76	89	4	review	review	VERB
cet-76	89	5	and	and	CCONJ
cet-76	89	6	compare	compare	VERB
cet-76	89	7	the	the	DET
cet-76	89	8	results	result	NOUN
cet-76	89	9	related	relate	VERB
cet-76	89	10	to	to	ADP
cet-76	89	11	operational	operational	ADJ
cet-76	89	12	decisions	decision	NOUN
cet-76	89	13	.	.	PUNCT
cet-76	90	1	one	one	NUM
cet-76	90	2	specific	specific	ADJ
cet-76	90	3	scenario	scenario	NOUN
cet-76	90	4	out	out	ADP
cet-76	90	5	of	of	ADP
cet-76	90	6	the	the	DET
cet-76	90	7	80	80	NUM
cet-76	90	8	scenarios	scenario	NOUN
cet-76	90	9	is	be	AUX
cet-76	90	10	considered	consider	VERB
cet-76	90	11	to	to	PART
cet-76	90	12	demonstrate	demonstrate	VERB
cet-76	90	13	the	the	DET
cet-76	90	14	different	different	ADJ
cet-76	90	15	operational	operational	ADJ
cet-76	90	16	decisions	decision	NOUN
cet-76	90	17	.	.	PUNCT
cet-76	91	1	the	the	DET
cet-76	91	2	biomass	biomass	NOUN
cet-76	91	3	feedstock	feedstock	NOUN
cet-76	91	4	composition	composition	NOUN
cet-76	91	5	is	be	AUX
cet-76	91	6	provided	provide	VERB
cet-76	91	7	in	in	ADP
cet-76	91	8	figure	figure	NOUN
cet-76	91	9	5	5	NUM
cet-76	91	10	.	.	PUNCT
cet-76	91	11	additionally	additionally	ADV
cet-76	91	12	,	,	PUNCT
cet-76	91	13	due	due	ADP
cet-76	91	14	to	to	ADP
cet-76	91	15	the	the	DET
cet-76	91	16	seasonality	seasonality	NOUN
cet-76	91	17	of	of	ADP
cet-76	91	18	biomass	biomass	NOUN
cet-76	91	19	availability	availability	NOUN
cet-76	91	20	,	,	PUNCT
cet-76	91	21	and	and	CCONJ
cet-76	91	22	taking	take	VERB
cet-76	91	23	the	the	DET
cet-76	91	24	uncertainties	uncertainty	NOUN
cet-76	91	25	of	of	ADP
cet-76	91	26	biomass	biomass	NOUN
cet-76	91	27	supply	supply	NOUN
cet-76	91	28	and	and	CCONJ
cet-76	91	29	product	product	NOUN
cet-76	91	30	demand	demand	NOUN
cet-76	91	31	into	into	ADP
cet-76	91	32	account	account	NOUN
cet-76	91	33	,	,	PUNCT
cet-76	91	34	the	the	DET
cet-76	91	35	inventory	inventory	NOUN
cet-76	91	36	planning	planning	NOUN
cet-76	91	37	becomes	become	VERB
cet-76	91	38	one	one	NUM
cet-76	91	39	important	important	ADJ
cet-76	91	40	section	section	NOUN
cet-76	91	41	in	in	ADP
cet-76	91	42	the	the	DET
cet-76	91	43	operation	operation	NOUN
cet-76	91	44	of	of	ADP
cet-76	91	45	biofuel	biofuel	NOUN
cet-76	91	46	supply	supply	NOUN
cet-76	91	47	chains	chain	NOUN
cet-76	91	48	(	(	PUNCT
cet-76	91	49	yue	yue	NOUN
cet-76	91	50	and	and	CCONJ
cet-76	91	51	you	you	PRON
cet-76	91	52	,	,	PUNCT
cet-76	91	53	2016	2016	NUM
cet-76	91	54	)	)	PUNCT
cet-76	91	55	.	.	PUNCT
cet-76	92	1	the	the	DET
cet-76	92	2	inventory	inventory	NOUN
cet-76	92	3	profile	profile	NOUN
cet-76	92	4	is	be	AUX
cet-76	92	5	summarized	summarize	VERB
cet-76	92	6	in	in	ADP
cet-76	92	7	figure	figure	NOUN
cet-76	92	8	6	6	NUM
cet-76	92	9	.	.	PUNCT
cet-76	93	1	figure	figure	NOUN
cet-76	93	2	5	5	NUM
cet-76	93	3	.	.	PUNCT
cet-76	93	4	biomass	biomass	NOUN
cet-76	93	5	feedstock	feedstock	NOUN
cet-76	93	6	compositions	composition	NOUN
cet-76	93	7	for	for	ADP
cet-76	93	8	(	(	PUNCT
cet-76	93	9	a	a	DET
cet-76	93	10	)	)	PUNCT
cet-76	93	11	point	point	NOUN
cet-76	93	12	a	a	PRON
cet-76	93	13	,	,	PUNCT
cet-76	93	14	(	(	PUNCT
cet-76	93	15	b	b	NOUN
cet-76	93	16	)	)	PUNCT
cet-76	93	17	point	point	NOUN
cet-76	93	18	c	c	AUX
cet-76	93	19	figure	figure	NOUN
cet-76	93	20	6	6	NUM
cet-76	93	21	.	.	PUNCT
cet-76	94	1	biofuels	biofuel	NOUN
cet-76	94	2	inventory	inventory	NOUN
cet-76	94	3	levels	level	NOUN
cet-76	94	4	for	for	ADP
cet-76	94	5	point	point	NOUN
cet-76	94	6	a	a	PRON
cet-76	94	7	and	and	CCONJ
cet-76	94	8	point	point	NOUN
cet-76	94	9	c	c	NOUN
cet-76	94	10	obviously	obviously	ADV
cet-76	94	11	,	,	PUNCT
cet-76	94	12	due	due	ADP
cet-76	94	13	to	to	ADP
cet-76	94	14	the	the	DET
cet-76	94	15	competitive	competitive	ADJ
cet-76	94	16	acquisition	acquisition	NOUN
cet-76	94	17	cost	cost	NOUN
cet-76	94	18	for	for	ADP
cet-76	94	19	agricultural	agricultural	ADJ
cet-76	94	20	residues	residue	NOUN
cet-76	94	21	and	and	CCONJ
cet-76	94	22	wood	wood	NOUN
cet-76	94	23	residues	residue	NOUN
cet-76	94	24	,	,	PUNCT
cet-76	94	25	they	they	PRON
cet-76	94	26	are	be	AUX
cet-76	94	27	chosen	choose	VERB
cet-76	94	28	as	as	ADP
cet-76	94	29	major	major	ADJ
cet-76	94	30	biomass	biomass	NOUN
cet-76	94	31	feedstocks	feedstock	NOUN
cet-76	94	32	in	in	ADP
cet-76	94	33	the	the	DET
cet-76	94	34	cost	cost	NOUN
cet-76	94	35	-	-	PUNCT
cet-76	94	36	minimization	minimization	NOUN
cet-76	94	37	case	case	NOUN
cet-76	94	38	.	.	PUNCT
cet-76	95	1	meanwhile	meanwhile	ADV
cet-76	95	2	wood	wood	NOUN
cet-76	95	3	residues	residue	NOUN
cet-76	95	4	become	become	VERB
cet-76	95	5	a	a	DET
cet-76	95	6	popular	popular	ADJ
cet-76	95	7	choice	choice	NOUN
cet-76	95	8	in	in	ADP
cet-76	95	9	the	the	DET
cet-76	95	10	emission	emission	NOUN
cet-76	95	11	-	-	PUNCT
cet-76	95	12	minimization	minimization	NOUN
cet-76	95	13	case	case	NOUN
cet-76	95	14	thanks	thank	NOUN
cet-76	95	15	to	to	ADP
cet-76	95	16	its	its	PRON
cet-76	95	17	much	much	ADV
cet-76	95	18	lower	low	ADJ
cet-76	95	19	carbon	carbon	NOUN
cet-76	95	20	footprint	footprint	NOUN
cet-76	95	21	generated	generate	VERB
cet-76	95	22	in	in	ADP
cet-76	95	23	the	the	DET
cet-76	95	24	biomass	biomass	NOUN
cet-76	95	25	acquisition	acquisition	NOUN
cet-76	95	26	process	process	NOUN
cet-76	95	27	.	.	PUNCT
cet-76	96	1	energy	energy	NOUN
cet-76	96	2	crops	crop	NOUN
cet-76	96	3	accounts	account	VERB
cet-76	96	4	for	for	ADP
cet-76	96	5	5	5	NUM
cet-76	96	6	%	%	NOUN
cet-76	96	7	of	of	ADP
cet-76	96	8	the	the	DET
cet-76	96	9	feedstock	feedstock	NOUN
cet-76	96	10	supply	supply	NOUN
cet-76	96	11	in	in	ADP
cet-76	96	12	point	point	NOUN
cet-76	96	13	a	a	PRON
cet-76	96	14	because	because	SCONJ
cet-76	96	15	of	of	ADP
cet-76	96	16	its	its	PRON
cet-76	96	17	relatively	relatively	ADV
cet-76	96	18	lower	low	ADJ
cet-76	96	19	carbon	carbon	NOUN
cet-76	96	20	footprint	footprint	NOUN
cet-76	96	21	compared	compare	VERB
cet-76	96	22	with	with	ADP
cet-76	96	23	agricultural	agricultural	ADJ
cet-76	96	24	residues	residue	NOUN
cet-76	96	25	.	.	PUNCT
cet-76	97	1	additionally	additionally	ADV
cet-76	97	2	,	,	PUNCT
cet-76	97	3	in	in	ADP
cet-76	97	4	regions	region	NOUN
cet-76	97	5	such	such	ADJ
cet-76	97	6	as	as	ADP
cet-76	97	7	cook	cook	NOUN
cet-76	97	8	county	county	NOUN
cet-76	97	9	where	where	SCONJ
cet-76	97	10	wood	wood	NOUN
cet-76	97	11	resource	resource	NOUN
cet-76	97	12	is	be	AUX
cet-76	97	13	abundant	abundant	ADJ
cet-76	97	14	,	,	PUNCT
cet-76	97	15	it	it	PRON
cet-76	97	16	easily	easily	ADV
cet-76	97	17	becomes	become	VERB
cet-76	97	18	the	the	DET
cet-76	97	19	dominant	dominant	ADJ
cet-76	97	20	biomass	biomass	NOUN
cet-76	97	21	feedstock	feedstock	NOUN
cet-76	97	22	.	.	PUNCT
cet-76	98	1	for	for	ADP
cet-76	98	2	the	the	DET
cet-76	98	3	inventory	inventory	NOUN
cet-76	98	4	strategy	strategy	NOUN
cet-76	98	5	,	,	PUNCT
cet-76	98	6	an	an	DET
cet-76	98	7	obvious	obvious	ADJ
cet-76	98	8	ditch	ditch	NOUN
cet-76	98	9	of	of	ADP
cet-76	98	10	inventory	inventory	NOUN
cet-76	98	11	level	level	NOUN
cet-76	98	12	can	can	AUX
cet-76	98	13	be	be	AUX
cet-76	98	14	observed	observe	VERB
cet-76	98	15	near	near	ADP
cet-76	98	16	august	august	PROPN
cet-76	98	17	,	,	PUNCT
cet-76	98	18	which	which	PRON
cet-76	98	19	is	be	AUX
cet-76	98	20	the	the	DET
cet-76	98	21	month	month	NOUN
cet-76	98	22	before	before	ADP
cet-76	98	23	the	the	DET
cet-76	98	24	harvesting	harvesting	NOUN
cet-76	98	25	period	period	NOUN
cet-76	98	26	of	of	ADP
cet-76	98	27	agricultural	agricultural	ADJ
cet-76	98	28	residues	residue	NOUN
cet-76	98	29	.	.	PUNCT
cet-76	99	1	in	in	ADP
cet-76	99	2	point	point	NOUN
cet-76	99	3	a	a	PRON
cet-76	99	4	,	,	PUNCT
cet-76	99	5	more	more	ADJ
cet-76	99	6	gasoline	gasoline	NOUN
cet-76	99	7	is	be	AUX
cet-76	99	8	stored	store	VERB
cet-76	99	9	;	;	PUNCT
cet-76	99	10	while	while	SCONJ
cet-76	99	11	in	in	ADP
cet-76	99	12	that	that	PRON
cet-76	99	13	of	of	ADP
cet-76	99	14	point	point	NOUN
cet-76	99	15	c	c	NOUN
cet-76	99	16	,	,	PUNCT
cet-76	99	17	diesel	diesel	NOUN
cet-76	99	18	is	be	AUX
cet-76	99	19	major	major	ADJ
cet-76	99	20	stored	store	VERB
cet-76	99	21	product	product	NOUN
cet-76	99	22	.	.	PUNCT
cet-76	100	1	this	this	DET
cet-76	100	2	difference	difference	NOUN
cet-76	100	3	is	be	AUX
cet-76	100	4	mainly	mainly	ADV
cet-76	100	5	driven	drive	VERB
cet-76	100	6	by	by	ADP
cet-76	100	7	the	the	DET
cet-76	100	8	underlying	underlie	VERB
cet-76	100	9	conversion	conversion	NOUN
cet-76	100	10	technology	technology	NOUN
cet-76	100	11	choices	choice	NOUN
cet-76	100	12	.	.	PUNCT
cet-76	101	1	for	for	ADP
cet-76	101	2	gasification	gasification	NOUN
cet-76	101	3	and	and	CCONJ
cet-76	101	4	ft	ft	NOUN
cet-76	101	5	technology	technology	NOUN
cet-76	101	6	,	,	PUNCT
cet-76	101	7	with	with	ADP
cet-76	101	8	unit	unit	NOUN
cet-76	101	9	amount	amount	NOUN
cet-76	101	10	of	of	ADP
cet-76	101	11	biomass	biomass	NOUN
cet-76	101	12	input	input	NOUN
cet-76	101	13	,	,	PUNCT
cet-76	101	14	more	more	ADJ
cet-76	101	15	diesel	diesel	NOUN
cet-76	101	16	is	be	AUX
cet-76	101	17	produced	produce	VERB
cet-76	101	18	;	;	PUNCT
cet-76	101	19	in	in	ADP
cet-76	101	20	contrast	contrast	NOUN
cet-76	101	21	,	,	PUNCT
cet-76	101	22	fast	fast	ADJ
cet-76	101	23	pyrolysis	pyrolysis	NOUN
cet-76	101	24	and	and	CCONJ
cet-76	101	25	hydroprocessing	hydroprocessing	NOUN
cet-76	101	26	will	will	AUX
cet-76	101	27	yield	yield	VERB
cet-76	101	28	more	more	ADJ
cet-76	101	29	gasoline	gasoline	NOUN
cet-76	101	30	than	than	ADP
cet-76	101	31	diesel	diesel	NOUN
cet-76	101	32	with	with	ADP
cet-76	101	33	unit	unit	NOUN
cet-76	101	34	biomass	biomass	NOUN
cet-76	101	35	input	input	NOUN
cet-76	101	36	.	.	PUNCT
cet-76	102	1	5	5	X
cet-76	102	2	.	.	X
cet-76	102	3	conclusions	conclusion	NOUN
cet-76	102	4	in	in	ADP
cet-76	102	5	this	this	DET
cet-76	102	6	work	work	NOUN
cet-76	102	7	,	,	PUNCT
cet-76	102	8	a	a	DET
cet-76	102	9	general	general	ADJ
cet-76	102	10	modelling	modelling	NOUN
cet-76	102	11	framework	framework	NOUN
cet-76	102	12	was	be	AUX
cet-76	102	13	proposed	propose	VERB
cet-76	102	14	that	that	SCONJ
cet-76	102	15	integrates	integrate	VERB
cet-76	102	16	the	the	DET
cet-76	102	17	functional	functional	ADJ
cet-76	102	18	-	-	PUNCT
cet-76	102	19	unit	unit	NOUN
cet-76	102	20	-	-	PUNCT
cet-76	102	21	based	base	VERB
cet-76	102	22	life	life	NOUN
cet-76	102	23	cycle	cycle	NOUN
cet-76	102	24	optimisation	optimisation	NOUN
cet-76	102	25	methodology	methodology	NOUN
cet-76	102	26	with	with	ADP
cet-76	102	27	stochastic	stochastic	ADJ
cet-76	102	28	programming	programming	NOUN
cet-76	102	29	framework	framework	NOUN
cet-76	102	30	.	.	PUNCT
cet-76	103	1	the	the	DET
cet-76	103	2	resulting	result	VERB
cet-76	103	3	problem	problem	NOUN
cet-76	103	4	is	be	AUX
cet-76	103	5	a	a	DET
cet-76	103	6	bi	bi	ADJ
cet-76	103	7	-	-	NOUN
cet-76	103	8	criterion	criterion	NOUN
cet-76	103	9	smilfp	smilfp	NOUN
cet-76	103	10	problem	problem	NOUN
cet-76	103	11	and	and	CCONJ
cet-76	103	12	can	can	AUX
cet-76	103	13	be	be	AUX
cet-76	103	14	solved	solve	VERB
cet-76	103	15	efficiently	efficiently	ADV
cet-76	103	16	by	by	ADP
cet-76	103	17	a	a	DET
cet-76	103	18	tailored	tailor	VERB
cet-76	103	19	global	global	ADJ
cet-76	103	20	solution	solution	NOUN
cet-76	103	21	algorithm	algorithm	NOUN
cet-76	103	22	.	.	PUNCT
cet-76	104	1	furthermore	furthermore	ADV
cet-76	104	2	,	,	PUNCT
cet-76	104	3	a	a	DET
cet-76	104	4	countylevel	countylevel	ADJ
cet-76	104	5	hydrocarbon	hydrocarbon	NOUN
cet-76	104	6	biofuel	biofuel	NOUN
cet-76	104	7	supply	supply	NOUN
cet-76	104	8	chain	chain	NOUN
cet-76	104	9	model	model	NOUN
cet-76	104	10	in	in	ADP
cet-76	104	11	illinois	illinois	PROPN
cet-76	104	12	was	be	AUX
cet-76	104	13	presented	present	VERB
cet-76	104	14	to	to	PART
cet-76	104	15	demonstrate	demonstrate	VERB
cet-76	104	16	the	the	DET
cet-76	104	17	proposed	propose	VERB
cet-76	104	18	modelling	modelling	NOUN
cet-76	104	19	framework	framework	NOUN
cet-76	104	20	and	and	CCONJ
cet-76	104	21	corresponding	corresponding	ADJ
cet-76	104	22	solution	solution	NOUN
cet-76	104	23	algorithm	algorithm	NOUN
cet-76	104	24	.	.	PUNCT
cet-76	105	1	the	the	DET
cet-76	105	2	most	most	ADV
cet-76	105	3	environmentally	environmentally	ADV
cet-76	105	4	sustainable	sustainable	ADJ
cet-76	105	5	design	design	NOUN
cet-76	105	6	achieves	achieve	VERB
cet-76	105	7	a	a	DET
cet-76	105	8	point	point	NOUN
cet-76	105	9	with	with	ADP
cet-76	105	10	10.22	10.22	NUM
cet-76	105	11	kg	kg	NOUN
cet-76	105	12	co2	co2	NOUN
cet-76	105	13	-	-	PUNCT
cet-76	105	14	eq	eq	NOUN
cet-76	105	15	/	/	SYM
cet-76	105	16	geg	geg	PROPN
cet-76	105	17	emission	emission	NOUN
cet-76	105	18	per	per	ADP
cet-76	105	19	geg	geg	PROPN
cet-76	105	20	biofuels	biofuel	NOUN
cet-76	105	21	and	and	CCONJ
cet-76	105	22	4.21	4.21	NUM
cet-76	105	23	$	$	SYM
cet-76	105	24	/geg	/geg	PUNCT
cet-76	105	25	cost	cost	NOUN
cet-76	105	26	per	per	ADP
cet-76	105	27	geg	geg	PROPN
cet-76	105	28	biofuels	biofuel	NOUN
cet-76	105	29	.	.	PUNCT
cet-76	106	1	the	the	DET
cet-76	106	2	most	most	ADV
cet-76	106	3	economical	economical	ADJ
cet-76	106	4	design	design	NOUN
cet-76	106	5	corresponds	correspond	VERB
cet-76	106	6	to	to	ADP
cet-76	106	7	a	a	DET
cet-76	106	8	point	point	NOUN
cet-76	106	9	with	with	ADP
cet-76	106	10	22.50	22.50	NUM
cet-76	106	11	kg	kg	NOUN
cet-76	106	12	co2	co2	NOUN
cet-76	106	13	-	-	PUNCT
cet-76	106	14	eq	eq	NOUN
cet-76	106	15	/	/	SYM
cet-76	106	16	geg	geg	PROPN
cet-76	106	17	emission	emission	NOUN
cet-76	106	18	per	per	ADP
cet-76	106	19	geg	geg	PROPN
cet-76	106	20	biofuels	biofuel	NOUN
cet-76	106	21	and	and	CCONJ
cet-76	106	22	3.39	3.39	NUM
cet-76	106	23	155	155	NUM
cet-76	106	24	$	$	SYM
cet-76	106	25	/geg	/geg	PUNCT
cet-76	106	26	cost	cost	NOUN
cet-76	106	27	per	per	ADP
cet-76	106	28	geg	geg	PROPN
cet-76	106	29	biofuels	biofuel	NOUN
cet-76	106	30	.	.	PUNCT
cet-76	107	1	the	the	DET
cet-76	107	2	results	result	NOUN
cet-76	107	3	showed	show	VERB
cet-76	107	4	that	that	SCONJ
cet-76	107	5	the	the	DET
cet-76	107	6	proposed	propose	VERB
cet-76	107	7	approach	approach	NOUN
cet-76	107	8	is	be	AUX
cet-76	107	9	by	by	ADP
cet-76	107	10	far	far	ADV
cet-76	107	11	the	the	DET
cet-76	107	12	most	most	ADV
cet-76	107	13	efficient	efficient	ADJ
cet-76	107	14	algorithm	algorithm	NOUN
cet-76	107	15	for	for	ADP
cet-76	107	16	dealing	deal	VERB
cet-76	107	17	with	with	ADP
cet-76	107	18	uncertainty	uncertainty	NOUN
cet-76	107	19	in	in	ADP
cet-76	107	20	functional	functional	ADJ
cet-76	107	21	unit	unit	NOUN
cet-76	107	22	based	base	VERB
cet-76	107	23	life	life	NOUN
cet-76	107	24	cycle	cycle	NOUN
cet-76	107	25	optimization	optimization	NOUN
cet-76	107	26	.	.	PUNCT
cet-76	108	1	references	reference	NOUN
cet-76	108	2	chu	chu	PROPN
cet-76	108	3	y.	y.	PROPN
cet-76	108	4	,	,	PUNCT
cet-76	108	5	you	you	PRON
cet-76	108	6	f.	f.	PROPN
cet-76	108	7	,	,	PUNCT
cet-76	108	8	2013	2013	NUM
cet-76	108	9	.	.	PUNCT
cet-76	109	1	integration	integration	NOUN
cet-76	109	2	of	of	ADP
cet-76	109	3	production	production	NOUN
cet-76	109	4	scheduling	scheduling	NOUN
cet-76	109	5	and	and	CCONJ
cet-76	109	6	dynamic	dynamic	ADJ
cet-76	109	7	optimization	optimization	NOUN
cet-76	109	8	for	for	ADP
cet-76	109	9	multi	multi	ADJ
cet-76	109	10	-	-	ADJ
cet-76	109	11	product	product	NOUN
cet-76	109	12	cstrs	cstr	VERB
cet-76	109	13	:	:	PUNCT
cet-76	109	14	generalized	generalized	ADJ
cet-76	109	15	benders	bender	NOUN
cet-76	109	16	decomposition	decomposition	NOUN
cet-76	109	17	coupled	couple	VERB
cet-76	109	18	with	with	ADP
cet-76	109	19	global	global	ADJ
cet-76	109	20	mixed	mix	VERB
cet-76	109	21	-	-	PUNCT
cet-76	109	22	integer	integer	NOUN
cet-76	109	23	fractional	fractional	ADJ
cet-76	109	24	programming	programming	NOUN
cet-76	109	25	.	.	PUNCT
cet-76	110	1	computers	computer	NOUN
cet-76	110	2	&	&	CCONJ
cet-76	110	3	chemical	chemical	PROPN
cet-76	110	4	engineering	engineering	PROPN
cet-76	110	5	,	,	PUNCT
cet-76	110	6	58	58	NUM
cet-76	110	7	,	,	PUNCT
cet-76	110	8	315	315	NUM
cet-76	110	9	-	-	SYM
cet-76	110	10	333	333	NUM
cet-76	110	11	.	.	PUNCT
cet-76	111	1	emara	emara	PROPN
cet-76	111	2	i.a	i.a	PROPN
cet-76	111	3	.	.	PROPN
cet-76	111	4	,	,	PUNCT
cet-76	111	5	gadalla	gadalla	PROPN
cet-76	111	6	m.a	m.a	PROPN
cet-76	111	7	.	.	PROPN
cet-76	111	8	,	,	PUNCT
cet-76	111	9	ashour	ashour	PROPN
cet-76	111	10	f.h	f.h	PROPN
cet-76	111	11	.	.	PROPN
cet-76	111	12	,	,	PUNCT
cet-76	111	13	2016	2016	NUM
cet-76	111	14	,	,	PUNCT
cet-76	111	15	supply	supply	NOUN
cet-76	111	16	chain	chain	NOUN
cet-76	111	17	design	design	NOUN
cet-76	111	18	network	network	NOUN
cet-76	111	19	model	model	NOUN
cet-76	111	20	for	for	ADP
cet-76	111	21	biofuel	biofuel	NOUN
cet-76	111	22	and	and	CCONJ
cet-76	111	23	petrochemicals	petrochemical	NOUN
cet-76	111	24	from	from	ADP
cet-76	111	25	biowaste	biowaste	NOUN
cet-76	111	26	,	,	PUNCT
cet-76	111	27	chemical	chemical	ADJ
cet-76	111	28	engineering	engineering	NOUN
cet-76	111	29	transactions	transaction	NOUN
cet-76	111	30	,	,	PUNCT
cet-76	111	31	52	52	NUM
cet-76	111	32	,	,	PUNCT
cet-76	111	33	1069	1069	NUM
cet-76	111	34	-	-	SYM
cet-76	111	35	1074	1074	NUM
cet-76	111	36	.	.	PUNCT
cet-76	112	1	gao	gao	PROPN
cet-76	112	2	j.	j.	PROPN
cet-76	112	3	,	,	PUNCT
cet-76	112	4	you	you	PRON
cet-76	112	5	f.	f.	PROPN
cet-76	112	6	,	,	PUNCT
cet-76	112	7	2015a	2015a	NUM
cet-76	112	8	.	.	PUNCT
cet-76	113	1	shale	shale	NOUN
cet-76	113	2	gas	gas	NOUN
cet-76	113	3	supply	supply	NOUN
cet-76	113	4	chain	chain	NOUN
cet-76	113	5	design	design	NOUN
cet-76	113	6	and	and	CCONJ
cet-76	113	7	operations	operation	NOUN
cet-76	113	8	toward	toward	ADP
cet-76	113	9	better	well	ADJ
cet-76	113	10	economic	economic	ADJ
cet-76	113	11	and	and	CCONJ
cet-76	113	12	life	life	NOUN
cet-76	113	13	cycle	cycle	NOUN
cet-76	113	14	environmental	environmental	ADJ
cet-76	113	15	performance	performance	NOUN
cet-76	113	16	:	:	PUNCT
cet-76	113	17	minlp	minlp	VERB
cet-76	113	18	model	model	NOUN
cet-76	113	19	and	and	CCONJ
cet-76	113	20	global	global	ADJ
cet-76	113	21	optimization	optimization	NOUN
cet-76	113	22	algorithm	algorithm	NOUN
cet-76	113	23	.	.	PUNCT
cet-76	114	1	acs	acs	PROPN
cet-76	114	2	sustainable	sustainable	ADJ
cet-76	114	3	chemistry	chemistry	NOUN
cet-76	114	4	&	&	CCONJ
cet-76	114	5	engineering	engineering	PROPN
cet-76	114	6	,	,	PUNCT
cet-76	114	7	3	3	NUM
cet-76	114	8	,	,	PUNCT
cet-76	114	9	1282	1282	NUM
cet-76	114	10	-	-	SYM
cet-76	114	11	1291	1291	NUM
cet-76	114	12	.	.	PUNCT
cet-76	115	1	gao	gao	PROPN
cet-76	115	2	j.	j.	PROPN
cet-76	115	3	,	,	PUNCT
cet-76	115	4	you	you	PRON
cet-76	115	5	f.	f.	PROPN
cet-76	115	6	,	,	PUNCT
cet-76	115	7	2015b	2015b	NUM
cet-76	115	8	.	.	PUNCT
cet-76	116	1	deciphering	decipher	VERB
cet-76	116	2	and	and	CCONJ
cet-76	116	3	handling	handle	VERB
cet-76	116	4	uncertainty	uncertainty	NOUN
cet-76	116	5	in	in	ADP
cet-76	116	6	shale	shale	NOUN
cet-76	116	7	gas	gas	NOUN
cet-76	116	8	supply	supply	NOUN
cet-76	116	9	chain	chain	NOUN
cet-76	116	10	design	design	NOUN
cet-76	116	11	and	and	CCONJ
cet-76	116	12	optimization	optimization	NOUN
cet-76	116	13	:	:	PUNCT
cet-76	116	14	novel	novel	NOUN
cet-76	116	15	modeling	modeling	NOUN
cet-76	116	16	framework	framework	NOUN
cet-76	116	17	and	and	CCONJ
cet-76	116	18	computationally	computationally	ADV
cet-76	116	19	efficient	efficient	ADJ
cet-76	116	20	solution	solution	NOUN
cet-76	116	21	algorithm	algorithm	NOUN
cet-76	116	22	.	.	PUNCT
cet-76	117	1	aiche	aiche	PROPN
cet-76	117	2	journal	journal	PROPN
cet-76	117	3	,	,	PUNCT
cet-76	117	4	61	61	NUM
cet-76	117	5	,	,	PUNCT
cet-76	117	6	3739	3739	NUM
cet-76	117	7	-	-	SYM
cet-76	117	8	3755	3755	NUM
cet-76	117	9	.	.	PUNCT
cet-76	118	1	garcia	garcia	PROPN
cet-76	118	2	d.j	d.j	PROPN
cet-76	118	3	.	.	PROPN
cet-76	118	4	,	,	PUNCT
cet-76	118	5	you	you	PRON
cet-76	118	6	f.	f.	PROPN
cet-76	118	7	,	,	PUNCT
cet-76	118	8	2015	2015	NUM
cet-76	118	9	.	.	PUNCT
cet-76	119	1	supply	supply	NOUN
cet-76	119	2	chain	chain	NOUN
cet-76	119	3	design	design	NOUN
cet-76	119	4	and	and	CCONJ
cet-76	119	5	optimization	optimization	NOUN
cet-76	119	6	:	:	PUNCT
cet-76	119	7	challenges	challenge	NOUN
cet-76	119	8	and	and	CCONJ
cet-76	119	9	opportunities	opportunity	NOUN
cet-76	119	10	.	.	PUNCT
cet-76	120	1	computers	computer	NOUN
cet-76	120	2	&	&	CCONJ
cet-76	120	3	chemical	chemical	PROPN
cet-76	120	4	engineering	engineering	PROPN
cet-76	120	5	,	,	PUNCT
cet-76	120	6	81	81	NUM
cet-76	120	7	,	,	PUNCT
cet-76	120	8	153	153	NUM
cet-76	120	9	-	-	SYM
cet-76	120	10	170	170	NUM
cet-76	120	11	.	.	PUNCT
cet-76	121	1	gong	gong	PROPN
cet-76	121	2	j.	j.	PROPN
cet-76	121	3	,	,	PUNCT
cet-76	121	4	you	you	PRON
cet-76	121	5	f.	f.	PROPN
cet-76	121	6	,	,	PUNCT
cet-76	121	7	2015	2015	NUM
cet-76	121	8	.	.	PUNCT
cet-76	122	1	sustainable	sustainable	ADJ
cet-76	122	2	design	design	NOUN
cet-76	122	3	and	and	CCONJ
cet-76	122	4	synthesis	synthesis	NOUN
cet-76	122	5	of	of	ADP
cet-76	122	6	energy	energy	NOUN
cet-76	122	7	systems	system	NOUN
cet-76	122	8	.	.	PUNCT
cet-76	123	1	current	current	ADJ
cet-76	123	2	opinion	opinion	NOUN
cet-76	123	3	in	in	ADP
cet-76	123	4	chemical	chemical	ADJ
cet-76	123	5	engineering	engineering	NOUN
cet-76	123	6	,	,	PUNCT
cet-76	123	7	10	10	NUM
cet-76	123	8	,	,	PUNCT
cet-76	123	9	77	77	NUM
cet-76	123	10	-	-	SYM
cet-76	123	11	86	86	NUM
cet-76	123	12	.	.	PUNCT
cet-76	124	1	gebreslassie	gebreslassie	PROPN
cet-76	124	2	b.h	b.h	PROPN
cet-76	124	3	.	.	PROPN
cet-76	124	4	,	,	PUNCT
cet-76	124	5	yao	yao	PROPN
cet-76	124	6	y.	y.	PROPN
cet-76	124	7	,	,	PUNCT
cet-76	124	8	you	you	PRON
cet-76	124	9	f.	f.	PROPN
cet-76	124	10	,	,	PUNCT
cet-76	124	11	2012	2012	NUM
cet-76	124	12	.	.	PUNCT
cet-76	125	1	design	design	NOUN
cet-76	125	2	under	under	ADP
cet-76	125	3	uncertainty	uncertainty	NOUN
cet-76	125	4	of	of	ADP
cet-76	125	5	hydrocarbon	hydrocarbon	NOUN
cet-76	125	6	biorefinery	biorefinery	PROPN
cet-76	125	7	supply	supply	NOUN
cet-76	125	8	chains	chain	NOUN
cet-76	125	9	:	:	PUNCT
cet-76	125	10	multiobjective	multiobjective	ADJ
cet-76	125	11	stochastic	stochastic	ADJ
cet-76	125	12	programming	programming	NOUN
cet-76	125	13	models	model	NOUN
cet-76	125	14	,	,	PUNCT
cet-76	125	15	decomposition	decomposition	NOUN
cet-76	125	16	algorithm	algorithm	NOUN
cet-76	125	17	,	,	PUNCT
cet-76	125	18	and	and	CCONJ
cet-76	125	19	a	a	DET
cet-76	125	20	comparison	comparison	NOUN
cet-76	125	21	between	between	ADP
cet-76	125	22	cvar	cvar	NOUN
cet-76	125	23	and	and	CCONJ
cet-76	125	24	downside	downside	ADJ
cet-76	125	25	risk	risk	NOUN
cet-76	125	26	.	.	PUNCT
cet-76	126	1	aiche	aiche	PROPN
cet-76	126	2	journal	journal	PROPN
cet-76	126	3	,	,	PUNCT
cet-76	126	4	58	58	NUM
cet-76	126	5	,	,	PUNCT
cet-76	126	6	2155	2155	NUM
cet-76	126	7	-	-	SYM
cet-76	126	8	2179	2179	NUM
cet-76	126	9	.	.	PUNCT
cet-76	127	1	kleywegt	kleywegt	PROPN
cet-76	127	2	a.j	a.j	PROPN
cet-76	127	3	.	.	PROPN
cet-76	127	4	,	,	PUNCT
cet-76	127	5	shapiro	shapiro	PROPN
cet-76	127	6	a.	a.	PROPN
cet-76	127	7	,	,	PUNCT
cet-76	127	8	homem	homem	PROPN
cet-76	127	9	-	-	PUNCT
cet-76	127	10	de	de	X
cet-76	127	11	-	-	PROPN
cet-76	127	12	mello	mello	PROPN
cet-76	127	13	t.	t.	PROPN
cet-76	127	14	,	,	PUNCT
cet-76	127	15	2002	2002	NUM
cet-76	127	16	.	.	PUNCT
cet-76	128	1	the	the	DET
cet-76	128	2	sample	sample	NOUN
cet-76	128	3	average	average	ADJ
cet-76	128	4	approximation	approximation	NOUN
cet-76	128	5	method	method	NOUN
cet-76	128	6	for	for	ADP
cet-76	128	7	stochastic	stochastic	ADJ
cet-76	128	8	discrete	discrete	ADJ
cet-76	128	9	optimization	optimization	NOUN
cet-76	128	10	.	.	PUNCT
cet-76	129	1	siam	siam	PROPN
cet-76	129	2	journal	journal	PROPN
cet-76	129	3	on	on	ADP
cet-76	129	4	optimization	optimization	NOUN
cet-76	129	5	,	,	PUNCT
cet-76	129	6	12	12	NUM
cet-76	129	7	,	,	PUNCT
cet-76	129	8	479	479	NUM
cet-76	129	9	-	-	SYM
cet-76	129	10	502	502	NUM
cet-76	129	11	.	.	PUNCT
cet-76	130	1	ng	ng	PROPN
cet-76	130	2	r.t.l	r.t.l	PROPN
cet-76	130	3	.	.	PUNCT
cet-76	130	4	,	,	PUNCT
cet-76	130	5	tan	tan	PROPN
cet-76	130	6	r.r	r.r	PROPN
cet-76	130	7	.	.	PROPN
cet-76	130	8	,	,	PUNCT
cet-76	130	9	hassim	hassim	PROPN
cet-76	130	10	m.h	m.h	PROPN
cet-76	130	11	.	.	PROPN
cet-76	130	12	,	,	PUNCT
cet-76	130	13	2015	2015	NUM
cet-76	130	14	.	.	PUNCT
cet-76	131	1	p	p	X
cet-76	131	2	-	-	PUNCT
cet-76	131	3	graph	graph	NOUN
cet-76	131	4	methodology	methodology	NOUN
cet-76	131	5	for	for	ADP
cet-76	131	6	bi	bi	ADJ
cet-76	131	7	-	-	ADJ
cet-76	131	8	objective	objective	ADJ
cet-76	131	9	optimisation	optimisation	NOUN
cet-76	131	10	of	of	ADP
cet-76	131	11	bioenergy	bioenergy	NOUN
cet-76	131	12	supply	supply	NOUN
cet-76	131	13	chains	chain	NOUN
cet-76	131	14	:	:	PUNCT
cet-76	131	15	economic	economic	ADJ
cet-76	131	16	and	and	CCONJ
cet-76	131	17	safety	safety	NOUN
cet-76	131	18	perspectives	perspective	NOUN
cet-76	131	19	.	.	PUNCT
cet-76	132	1	chemical	chemical	NOUN
cet-76	132	2	engineering	engineering	NOUN
cet-76	132	3	transactions	transaction	NOUN
cet-76	132	4	,	,	PUNCT
cet-76	132	5	45	45	NUM
cet-76	132	6	,	,	PUNCT
cet-76	132	7	1357	1357	NUM
cet-76	132	8	-	-	SYM
cet-76	132	9	1362	1362	NUM
cet-76	132	10	.	.	PUNCT
cet-76	133	1	tong	tong	PROPN
cet-76	133	2	k.	k.	PROPN
cet-76	133	3	,	,	PUNCT
cet-76	133	4	you	you	PRON
cet-76	133	5	f.	f.	PROPN
cet-76	133	6	,	,	PUNCT
cet-76	133	7	rong	rong	PROPN
cet-76	133	8	g.	g.	PROPN
cet-76	133	9	,	,	PUNCT
cet-76	133	10	2014	2014	NUM
cet-76	133	11	.	.	PUNCT
cet-76	134	1	robust	robust	ADJ
cet-76	134	2	design	design	NOUN
cet-76	134	3	and	and	CCONJ
cet-76	134	4	operations	operation	NOUN
cet-76	134	5	of	of	ADP
cet-76	134	6	hydrocarbon	hydrocarbon	NOUN
cet-76	134	7	biofuel	biofuel	NOUN
cet-76	134	8	supply	supply	NOUN
cet-76	134	9	chain	chain	NOUN
cet-76	134	10	integrating	integrating	NOUN
cet-76	134	11	with	with	ADP
cet-76	134	12	existing	exist	VERB
cet-76	134	13	petroleum	petroleum	NOUN
cet-76	134	14	refineries	refinery	NOUN
cet-76	134	15	considering	consider	VERB
cet-76	134	16	unit	unit	NOUN
cet-76	134	17	cost	cost	NOUN
cet-76	134	18	objective	objective	NOUN
cet-76	134	19	.	.	PUNCT
cet-76	135	1	computers	computer	NOUN
cet-76	135	2	&	&	CCONJ
cet-76	135	3	chemical	chemical	PROPN
cet-76	135	4	engineering	engineering	PROPN
cet-76	135	5	,	,	PUNCT
cet-76	135	6	68	68	NUM
cet-76	135	7	,	,	PUNCT
cet-76	135	8	128	128	NUM
cet-76	135	9	-	-	SYM
cet-76	135	10	139	139	NUM
cet-76	135	11	.	.	PUNCT
cet-76	136	1	wang	wang	PROPN
cet-76	136	2	b.	b.	PROPN
cet-76	136	3	,	,	PUNCT
cet-76	136	4	gebreslassie	gebreslassie	PROPN
cet-76	136	5	b.h	b.h	PROPN
cet-76	136	6	.	.	PROPN
cet-76	136	7	,	,	PUNCT
cet-76	136	8	you	you	PRON
cet-76	136	9	f.	f.	PROPN
cet-76	136	10	,	,	PUNCT
cet-76	136	11	2013	2013	NUM
cet-76	136	12	.	.	PUNCT
cet-76	137	1	sustainable	sustainable	ADJ
cet-76	137	2	design	design	NOUN
cet-76	137	3	and	and	CCONJ
cet-76	137	4	synthesis	synthesis	NOUN
cet-76	137	5	of	of	ADP
cet-76	137	6	hydrocarbon	hydrocarbon	NOUN
cet-76	137	7	biorefinery	biorefinery	NOUN
cet-76	137	8	via	via	ADP
cet-76	137	9	gasification	gasification	NOUN
cet-76	137	10	pathway	pathway	NOUN
cet-76	137	11	:	:	PUNCT
cet-76	137	12	integrated	integrate	VERB
cet-76	137	13	life	life	NOUN
cet-76	137	14	cycle	cycle	NOUN
cet-76	137	15	assessment	assessment	NOUN
cet-76	137	16	and	and	CCONJ
cet-76	137	17	technoeconomic	technoeconomic	ADJ
cet-76	137	18	analysis	analysis	NOUN
cet-76	137	19	with	with	ADP
cet-76	137	20	multiobjective	multiobjective	ADJ
cet-76	137	21	superstructure	superstructure	NOUN
cet-76	137	22	optimization	optimization	NOUN
cet-76	137	23	.	.	PUNCT
cet-76	138	1	computers	computer	NOUN
cet-76	138	2	&	&	CCONJ
cet-76	138	3	chemical	chemical	PROPN
cet-76	138	4	engineering	engineering	PROPN
cet-76	138	5	,	,	PUNCT
cet-76	138	6	52	52	NUM
cet-76	138	7	,	,	PUNCT
cet-76	138	8	55	55	NUM
cet-76	138	9	-	-	SYM
cet-76	138	10	76	76	NUM
cet-76	138	11	.	.	PUNCT
cet-76	139	1	you	you	PRON
cet-76	139	2	f.	f.	PROPN
cet-76	139	3	,	,	PUNCT
cet-76	139	4	grossmann	grossmann	NOUN
cet-76	139	5	i.e.	i.e.	ADV
cet-76	139	6	,	,	PUNCT
cet-76	139	7	2013	2013	NUM
cet-76	139	8	.	.	PUNCT
cet-76	140	1	multi	multi	ADJ
cet-76	140	2	-	-	ADJ
cet-76	140	3	cut	cut	ADJ
cet-76	140	4	benders	bender	NOUN
cet-76	140	5	decomposition	decomposition	NOUN
cet-76	140	6	algorithm	algorithm	NOUN
cet-76	140	7	for	for	ADP
cet-76	140	8	process	process	NOUN
cet-76	140	9	supply	supply	NOUN
cet-76	140	10	chain	chain	NOUN
cet-76	140	11	planning	planning	NOUN
cet-76	140	12	under	under	ADP
cet-76	140	13	uncertainty	uncertainty	NOUN
cet-76	140	14	.	.	PUNCT
cet-76	141	1	annals	annal	NOUN
cet-76	141	2	of	of	ADP
cet-76	141	3	operations	operation	NOUN
cet-76	141	4	research	research	NOUN
cet-76	141	5	,	,	PUNCT
cet-76	141	6	210	210	NUM
cet-76	141	7	,	,	PUNCT
cet-76	141	8	191–211	191–211	NUM
cet-76	141	9	.	.	PUNCT
cet-76	142	1	you	you	PRON
cet-76	142	2	f.	f.	PROPN
cet-76	142	3	,	,	PUNCT
cet-76	142	4	tao	tao	PROPN
cet-76	142	5	l.	l.	PROPN
cet-76	142	6	,	,	PUNCT
cet-76	142	7	graziano	graziano	PROPN
cet-76	142	8	d.	d.	PROPN
cet-76	142	9	,	,	PUNCT
cet-76	142	10	snyder	snyder	PROPN
cet-76	142	11	s.w	s.w	PROPN
cet-76	142	12	.	.	PROPN
cet-76	142	13	,	,	PUNCT
cet-76	142	14	2012	2012	NUM
cet-76	142	15	.	.	PUNCT
cet-76	143	1	optimal	optimal	ADJ
cet-76	143	2	design	design	NOUN
cet-76	143	3	of	of	ADP
cet-76	143	4	sustainable	sustainable	ADJ
cet-76	143	5	cellulosic	cellulosic	NOUN
cet-76	143	6	biofuel	biofuel	NOUN
cet-76	143	7	supply	supply	NOUN
cet-76	143	8	chains	chain	NOUN
cet-76	143	9	:	:	PUNCT
cet-76	143	10	multiobjective	multiobjective	ADJ
cet-76	143	11	optimization	optimization	NOUN
cet-76	143	12	coupled	couple	VERB
cet-76	143	13	with	with	ADP
cet-76	143	14	life	life	NOUN
cet-76	143	15	cycle	cycle	NOUN
cet-76	143	16	assessment	assessment	NOUN
cet-76	143	17	and	and	CCONJ
cet-76	143	18	input	input	NOUN
cet-76	143	19	-	-	PUNCT
cet-76	143	20	output	output	NOUN
cet-76	143	21	analysis	analysis	NOUN
cet-76	143	22	.	.	PUNCT
cet-76	144	1	aiche	aiche	PROPN
cet-76	144	2	journal	journal	PROPN
cet-76	144	3	,	,	PUNCT
cet-76	144	4	58	58	NUM
cet-76	144	5	,	,	PUNCT
cet-76	144	6	1157–1180	1157–1180	NUM
cet-76	144	7	.	.	PUNCT
cet-76	145	1	you	you	PRON
cet-76	145	2	f.	f.	PROPN
cet-76	145	3	,	,	PUNCT
cet-76	145	4	wang	wang	PROPN
cet-76	145	5	b.	b.	PROPN
cet-76	145	6	,	,	PUNCT
cet-76	145	7	2011	2011	NUM
cet-76	145	8	.	.	PUNCT
cet-76	146	1	life	life	NOUN
cet-76	146	2	cycle	cycle	NOUN
cet-76	146	3	optimization	optimization	NOUN
cet-76	146	4	of	of	ADP
cet-76	146	5	biomass	biomass	NOUN
cet-76	146	6	-	-	PUNCT
cet-76	146	7	to	to	ADP
cet-76	146	8	-	-	PUNCT
cet-76	146	9	liquids	liquids	NOUN
cet-76	146	10	supply	supply	NOUN
cet-76	146	11	chains	chain	NOUN
cet-76	146	12	with	with	ADP
cet-76	146	13	distributedcentralized	distributedcentralize	VERB
cet-76	146	14	processing	processing	NOUN
cet-76	146	15	networks	network	NOUN
cet-76	146	16	.	.	PUNCT
cet-76	147	1	industrial	industrial	PROPN
cet-76	147	2	&	&	CCONJ
cet-76	147	3	engineering	engineer	VERB
cet-76	147	4	chemistry	chemistry	NOUN
cet-76	147	5	research	research	NOUN
cet-76	147	6	,	,	PUNCT
cet-76	147	7	50	50	NUM
cet-76	147	8	,	,	PUNCT
cet-76	147	9	10102–10127	10102–10127	NUM
cet-76	147	10	.	.	PUNCT
cet-76	148	1	you	you	PRON
cet-76	148	2	f.	f.	PROPN
cet-76	148	3	,	,	PUNCT
cet-76	148	4	wassick	wassick	PROPN
cet-76	148	5	j.m	j.m	PROPN
cet-76	148	6	.	.	PROPN
cet-76	148	7	,	,	PUNCT
cet-76	148	8	grossmann	grossmann	NOUN
cet-76	148	9	i.e.	i.e.	ADV
cet-76	148	10	,	,	PUNCT
cet-76	148	11	2009	2009	NUM
cet-76	148	12	.	.	PUNCT
cet-76	149	1	risk	risk	NOUN
cet-76	149	2	management	management	NOUN
cet-76	149	3	for	for	ADP
cet-76	149	4	a	a	DET
cet-76	149	5	global	global	ADJ
cet-76	149	6	supply	supply	NOUN
cet-76	149	7	chain	chain	NOUN
cet-76	149	8	planning	planning	NOUN
cet-76	149	9	under	under	ADP
cet-76	149	10	uncertainty	uncertainty	NOUN
cet-76	149	11	:	:	PUNCT
cet-76	149	12	models	model	NOUN
cet-76	149	13	and	and	CCONJ
cet-76	149	14	algorithms	algorithm	NOUN
cet-76	149	15	.	.	PUNCT
cet-76	150	1	aiche	aiche	PROPN
cet-76	150	2	journal	journal	PROPN
cet-76	150	3	,	,	PUNCT
cet-76	150	4	55	55	NUM
cet-76	150	5	,	,	PUNCT
cet-76	150	6	931	931	NUM
cet-76	150	7	-	-	SYM
cet-76	150	8	946	946	NUM
cet-76	150	9	.	.	PUNCT
cet-76	151	1	yue	yue	PROPN
cet-76	151	2	d.	d.	PROPN
cet-76	151	3	,	,	PUNCT
cet-76	151	4	kim	kim	PROPN
cet-76	151	5	m.a	m.a	PROPN
cet-76	151	6	.	.	PROPN
cet-76	151	7	,	,	PUNCT
cet-76	151	8	you	you	PRON
cet-76	151	9	f.	f.	PROPN
cet-76	151	10	,	,	PUNCT
cet-76	151	11	2013	2013	NUM
cet-76	151	12	.	.	PUNCT
cet-76	152	1	design	design	NOUN
cet-76	152	2	of	of	ADP
cet-76	152	3	sustainable	sustainable	ADJ
cet-76	152	4	product	product	NOUN
cet-76	152	5	systems	system	NOUN
cet-76	152	6	and	and	CCONJ
cet-76	152	7	supply	supply	NOUN
cet-76	152	8	chains	chain	NOUN
cet-76	152	9	with	with	ADP
cet-76	152	10	life	life	NOUN
cet-76	152	11	cycle	cycle	NOUN
cet-76	152	12	optimization	optimization	NOUN
cet-76	152	13	based	base	VERB
cet-76	152	14	on	on	ADP
cet-76	152	15	functional	functional	ADJ
cet-76	152	16	unit	unit	NOUN
cet-76	152	17	:	:	PUNCT
cet-76	152	18	general	general	ADJ
cet-76	152	19	modeling	modeling	NOUN
cet-76	152	20	framework	framework	NOUN
cet-76	152	21	,	,	PUNCT
cet-76	152	22	mixed	mixed	ADJ
cet-76	152	23	-	-	PUNCT
cet-76	152	24	integer	integer	NOUN
cet-76	152	25	nonlinear	nonlinear	ADJ
cet-76	152	26	programming	programming	NOUN
cet-76	152	27	algorithms	algorithm	NOUN
cet-76	152	28	and	and	CCONJ
cet-76	152	29	case	case	NOUN
cet-76	152	30	study	study	NOUN
cet-76	152	31	on	on	ADP
cet-76	152	32	hydrocarbon	hydrocarbon	NOUN
cet-76	152	33	biofuels	biofuel	NOUN
cet-76	152	34	.	.	PUNCT
cet-76	153	1	acs	acs	PROPN
cet-76	153	2	sustainable	sustainable	ADJ
cet-76	153	3	chemistry	chemistry	NOUN
cet-76	153	4	&	&	CCONJ
cet-76	153	5	engineering	engineering	PROPN
cet-76	153	6	,	,	PUNCT
cet-76	153	7	1	1	NUM
cet-76	153	8	,	,	PUNCT
cet-76	153	9	1003	1003	NUM
cet-76	153	10	-	-	SYM
cet-76	153	11	1014	1014	NUM
cet-76	153	12	.	.	PUNCT
cet-76	154	1	yue	yue	PROPN
cet-76	154	2	d.	d.	PROPN
cet-76	154	3	,	,	PUNCT
cet-76	154	4	pandya	pandya	PROPN
cet-76	154	5	s.	s.	PROPN
cet-76	154	6	,	,	PUNCT
cet-76	154	7	you	you	PRON
cet-76	154	8	f.	f.	PROPN
cet-76	154	9	,	,	PUNCT
cet-76	154	10	2016	2016	NUM
cet-76	154	11	.	.	PUNCT
cet-76	155	1	integrating	integrate	VERB
cet-76	155	2	hybrid	hybrid	ADJ
cet-76	155	3	life	life	NOUN
cet-76	155	4	cycle	cycle	NOUN
cet-76	155	5	assessment	assessment	NOUN
cet-76	155	6	with	with	ADP
cet-76	155	7	multiobjective	multiobjective	ADJ
cet-76	155	8	optimization	optimization	NOUN
cet-76	155	9	:	:	PUNCT
cet-76	155	10	a	a	DET
cet-76	155	11	modeling	modeling	NOUN
cet-76	155	12	framework	framework	NOUN
cet-76	155	13	.	.	PUNCT
cet-76	156	1	environmental	environmental	ADJ
cet-76	156	2	science	science	PROPN
cet-76	156	3	&	&	CCONJ
cet-76	156	4	technology	technology	PROPN
cet-76	156	5	,	,	PUNCT
cet-76	156	6	50	50	NUM
cet-76	156	7	,	,	PUNCT
cet-76	156	8	1501–1509	1501–1509	NUM
cet-76	156	9	.	.	PUNCT
cet-76	157	1	yue	yue	PROPN
cet-76	157	2	d.	d.	PROPN
cet-76	157	3	,	,	PUNCT
cet-76	157	4	you	you	PRON
cet-76	157	5	f.	f.	PROPN
cet-76	157	6	,	,	PUNCT
cet-76	157	7	2016	2016	NUM
cet-76	157	8	.	.	PUNCT
cet-76	158	1	optimal	optimal	ADJ
cet-76	158	2	supply	supply	NOUN
cet-76	158	3	chain	chain	NOUN
cet-76	158	4	design	design	NOUN
cet-76	158	5	and	and	CCONJ
cet-76	158	6	operations	operation	NOUN
cet-76	158	7	under	under	ADP
cet-76	158	8	multi	multi	ADJ
cet-76	158	9	-	-	ADJ
cet-76	158	10	scale	scale	ADJ
cet-76	158	11	uncertainties	uncertainty	NOUN
cet-76	158	12	:	:	PUNCT
cet-76	158	13	nested	nest	VERB
cet-76	158	14	stochastic	stochastic	ADJ
cet-76	158	15	robust	robust	ADJ
cet-76	158	16	optimization	optimization	NOUN
cet-76	158	17	modeling	modeling	NOUN
cet-76	158	18	framework	framework	NOUN
cet-76	158	19	and	and	CCONJ
cet-76	158	20	solution	solution	NOUN
cet-76	158	21	algorithm	algorithm	NOUN
cet-76	158	22	.	.	PUNCT
cet-76	159	1	aiche	aiche	PROPN
cet-76	159	2	journal	journal	PROPN
cet-76	159	3	,	,	PUNCT
cet-76	159	4	62	62	NUM
cet-76	159	5	,	,	PUNCT
cet-76	159	6	3041–3055	3041–3055	NUM
cet-76	159	7	.	.	PUNCT
cet-76	160	1	yue	yue	PROPN
cet-76	160	2	d.	d.	PROPN
cet-76	160	3	,	,	PUNCT
cet-76	160	4	you	you	PRON
cet-76	160	5	f.	f.	PROPN
cet-76	160	6	,	,	PUNCT
cet-76	160	7	snyder	snyder	PROPN
cet-76	160	8	s.w	s.w	PROPN
cet-76	160	9	.	.	PROPN
cet-76	160	10	,	,	PUNCT
cet-76	160	11	2014	2014	NUM
cet-76	160	12	.	.	PUNCT
cet-76	161	1	biomass	biomass	NOUN
cet-76	161	2	-	-	PUNCT
cet-76	161	3	to	to	ADP
cet-76	161	4	-	-	PUNCT
cet-76	161	5	bioenergy	bioenergy	NOUN
cet-76	161	6	and	and	CCONJ
cet-76	161	7	biofuel	biofuel	NOUN
cet-76	161	8	supply	supply	NOUN
cet-76	161	9	chain	chain	NOUN
cet-76	161	10	optimization	optimization	NOUN
cet-76	161	11	:	:	PUNCT
cet-76	161	12	overview	overview	NOUN
cet-76	161	13	,	,	PUNCT
cet-76	161	14	key	key	ADJ
cet-76	161	15	issues	issue	NOUN
cet-76	161	16	and	and	CCONJ
cet-76	161	17	challenges	challenge	NOUN
cet-76	161	18	.	.	PUNCT
cet-76	162	1	computers	computer	NOUN
cet-76	162	2	&	&	CCONJ
cet-76	162	3	chemical	chemical	PROPN
cet-76	162	4	engineering	engineering	PROPN
cet-76	162	5	,	,	PUNCT
cet-76	162	6	66	66	NUM
cet-76	162	7	,	,	PUNCT
cet-76	162	8	36	36	NUM
cet-76	162	9	-	-	SYM
cet-76	162	10	56	56	NUM
cet-76	162	11	.	.	PUNCT
cet-76	163	1	zhang	zhang	PROPN
cet-76	163	2	q.	q.	PROPN
cet-76	163	3	,	,	PUNCT
cet-76	163	4	gong	gong	PROPN
cet-76	163	5	j.	j.	PROPN
cet-76	163	6	,	,	PUNCT
cet-76	163	7	skwarczek	skwarczek	NOUN
cet-76	163	8	m.	m.	NOUN
cet-76	163	9	,	,	PUNCT
cet-76	163	10	yue	yue	PROPN
cet-76	163	11	d.	d.	PROPN
cet-76	163	12	,	,	PUNCT
cet-76	163	13	you	you	PRON
cet-76	163	14	f.	f.	PROPN
cet-76	163	15	,	,	PUNCT
cet-76	163	16	2014	2014	NUM
cet-76	163	17	.	.	PUNCT
cet-76	164	1	sustainable	sustainable	ADJ
cet-76	164	2	process	process	NOUN
cet-76	164	3	design	design	NOUN
cet-76	164	4	and	and	CCONJ
cet-76	164	5	synthesis	synthesis	NOUN
cet-76	164	6	of	of	ADP
cet-76	164	7	hydrocarbon	hydrocarbon	NOUN
cet-76	164	8	biorefinery	biorefinery	NOUN
cet-76	164	9	through	through	ADP
cet-76	164	10	fast	fast	ADJ
cet-76	164	11	pyrolysis	pyrolysis	NOUN
cet-76	164	12	and	and	CCONJ
cet-76	164	13	hydroprocessing	hydroprocessing	PROPN
cet-76	164	14	.	.	PROPN
cet-76	165	1	aiche	aiche	PROPN
cet-76	165	2	journal	journal	PROPN
cet-76	165	3	,	,	PUNCT
cet-76	165	4	60	60	NUM
cet-76	165	5	,	,	PUNCT
cet-76	165	6	980	980	NUM
cet-76	165	7	-	-	SYM
cet-76	165	8	994	994	NUM
cet-76	165	9	.	.	PUNCT
cet-76	166	1	zhong	zhong	PROPN
cet-76	166	2	z.	z.	PROPN
cet-76	166	3	,	,	PUNCT
cet-76	166	4	you	you	PRON
cet-76	166	5	f.	f.	PROPN
cet-76	166	6	,	,	PUNCT
cet-76	166	7	2014	2014	NUM
cet-76	166	8	.	.	PUNCT
cet-76	167	1	globally	globally	ADV
cet-76	167	2	convergent	convergent	ADJ
cet-76	167	3	exact	exact	ADJ
cet-76	167	4	and	and	CCONJ
cet-76	167	5	inexact	inexact	ADJ
cet-76	167	6	parametric	parametric	ADJ
cet-76	167	7	algorithms	algorithm	NOUN
cet-76	167	8	for	for	ADP
cet-76	167	9	solving	solve	VERB
cet-76	167	10	large	large	ADJ
cet-76	167	11	-	-	PUNCT
cet-76	167	12	scale	scale	NOUN
cet-76	167	13	mixed	mixed	ADJ
cet-76	167	14	-	-	PUNCT
cet-76	167	15	integer	integer	NOUN
cet-76	167	16	fractional	fractional	ADJ
cet-76	167	17	programs	program	NOUN
cet-76	167	18	and	and	CCONJ
cet-76	167	19	applications	application	NOUN
cet-76	167	20	in	in	ADP
cet-76	167	21	process	process	NOUN
cet-76	167	22	systems	system	NOUN
cet-76	167	23	engineering	engineering	NOUN
cet-76	167	24	.	.	PUNCT
cet-76	168	1	computers	computer	NOUN
cet-76	168	2	&	&	CCONJ
cet-76	168	3	chemical	chemical	PROPN
cet-76	168	4	engineering	engineering	PROPN
cet-76	168	5	,	,	PUNCT
cet-76	168	6	61	61	NUM
cet-76	168	7	,	,	PUNCT
cet-76	168	8	90	90	NUM
cet-76	168	9	-	-	SYM
cet-76	168	10	101	101	NUM
cet-76	168	11	.	.	PUNCT
cet-76	168	12	156	156	NUM