id	sid	tid	token	lemma	pos
s7526972c0m	1	1	this	this	DET
s7526972c0m	1	2	dissertation	dissertation	NOUN
s7526972c0m	1	3	uses	use	VERB
s7526972c0m	1	4	process	process	NOUN
s7526972c0m	1	5	synthesis	synthesis	NOUN
s7526972c0m	1	6	formulations	formulation	NOUN
s7526972c0m	1	7	to	to	PART
s7526972c0m	1	8	develop	develop	VERB
s7526972c0m	1	9	models	model	NOUN
s7526972c0m	1	10	that	that	PRON
s7526972c0m	1	11	explain	explain	VERB
s7526972c0m	1	12	how	how	SCONJ
s7526972c0m	1	13	to	to	PART
s7526972c0m	1	14	value	value	VERB
s7526972c0m	1	15	chemical	chemical	NOUN
s7526972c0m	1	16	processes	process	NOUN
s7526972c0m	1	17	and	and	CCONJ
s7526972c0m	1	18	minimize	minimize	VERB
s7526972c0m	1	19	financial	financial	ADJ
s7526972c0m	1	20	risk	risk	NOUN
s7526972c0m	1	21	.	.	PUNCT
s7526972c0m	2	1	one	one	NUM
s7526972c0m	2	2	of	of	ADP
s7526972c0m	2	3	the	the	DET
s7526972c0m	2	4	main	main	ADJ
s7526972c0m	2	5	goals	goal	NOUN
s7526972c0m	2	6	of	of	ADP
s7526972c0m	2	7	this	this	DET
s7526972c0m	2	8	work	work	NOUN
s7526972c0m	2	9	is	be	AUX
s7526972c0m	2	10	to	to	PART
s7526972c0m	2	11	transition	transition	NOUN
s7526972c0m	2	12	from	from	ADP
s7526972c0m	2	13	traditional	traditional	ADJ
s7526972c0m	2	14	deterministic	deterministic	ADJ
s7526972c0m	2	15	models	model	NOUN
s7526972c0m	2	16	for	for	ADP
s7526972c0m	2	17	price	price	NOUN
s7526972c0m	2	18	and	and	CCONJ
s7526972c0m	2	19	demand	demand	NOUN
s7526972c0m	2	20	into	into	ADP
s7526972c0m	2	21	ones	one	NOUN
s7526972c0m	2	22	that	that	PRON
s7526972c0m	2	23	capture	capture	VERB
s7526972c0m	2	24	the	the	DET
s7526972c0m	2	25	presence	presence	NOUN
s7526972c0m	2	26	of	of	ADP
s7526972c0m	2	27	uncertainty	uncertainty	NOUN
s7526972c0m	2	28	to	to	PART
s7526972c0m	2	29	provide	provide	VERB
s7526972c0m	2	30	plant	plant	NOUN
s7526972c0m	2	31	owners	owner	NOUN
s7526972c0m	2	32	and	and	CCONJ
s7526972c0m	2	33	investors	investor	NOUN
s7526972c0m	2	34	with	with	ADP
s7526972c0m	2	35	financially	financially	ADV
s7526972c0m	2	36	sound	sound	ADJ
s7526972c0m	2	37	managing	manage	VERB
s7526972c0m	2	38	/	/	SYM
s7526972c0m	2	39	investing	investing	NOUN
s7526972c0m	2	40	strategies	strategy	NOUN
s7526972c0m	2	41	.	.	PUNCT
s7526972c0m	3	1	three	three	NUM
s7526972c0m	3	2	methodologies	methodology	NOUN
s7526972c0m	3	3	are	be	AUX
s7526972c0m	3	4	being	be	AUX
s7526972c0m	3	5	proposed	propose	VERB
s7526972c0m	3	6	as	as	ADP
s7526972c0m	3	7	part	part	NOUN
s7526972c0m	3	8	of	of	ADP
s7526972c0m	3	9	the	the	DET
s7526972c0m	3	10	approach	approach	NOUN
s7526972c0m	3	11	to	to	PART
s7526972c0m	3	12	value	value	VERB
s7526972c0m	3	13	chemical	chemical	NOUN
s7526972c0m	3	14	processes	process	NOUN
s7526972c0m	3	15	.	.	PUNCT
s7526972c0m	4	1	the	the	DET
s7526972c0m	4	2	first	first	ADJ
s7526972c0m	4	3	is	be	AUX
s7526972c0m	4	4	the	the	DET
s7526972c0m	4	5	construction	construction	NOUN
s7526972c0m	4	6	of	of	ADP
s7526972c0m	4	7	a	a	DET
s7526972c0m	4	8	one	one	NUM
s7526972c0m	4	9	-	-	PUNCT
s7526972c0m	4	10	period	period	NOUN
s7526972c0m	4	11	replicating	replicate	VERB
s7526972c0m	4	12	portfolio	portfolio	NOUN
s7526972c0m	4	13	using	use	VERB
s7526972c0m	4	14	the	the	DET
s7526972c0m	4	15	binomial	binomial	ADJ
s7526972c0m	4	16	asset	asset	NOUN
s7526972c0m	4	17	pricing	pricing	NOUN
s7526972c0m	4	18	model	model	NOUN
s7526972c0m	4	19	as	as	ADP
s7526972c0m	4	20	a	a	DET
s7526972c0m	4	21	basis	basis	NOUN
s7526972c0m	4	22	to	to	PART
s7526972c0m	4	23	describe	describe	VERB
s7526972c0m	4	24	chemical	chemical	ADJ
s7526972c0m	4	25	price	price	NOUN
s7526972c0m	4	26	dynamics	dynamic	NOUN
s7526972c0m	4	27	.	.	PUNCT
s7526972c0m	5	1	additionally	additionally	ADV
s7526972c0m	5	2	,	,	PUNCT
s7526972c0m	5	3	it	it	PRON
s7526972c0m	5	4	will	will	AUX
s7526972c0m	5	5	be	be	AUX
s7526972c0m	5	6	shown	show	VERB
s7526972c0m	5	7	that	that	SCONJ
s7526972c0m	5	8	when	when	SCONJ
s7526972c0m	5	9	constructing	construct	VERB
s7526972c0m	5	10	a	a	DET
s7526972c0m	5	11	portfolio	portfolio	NOUN
s7526972c0m	5	12	where	where	SCONJ
s7526972c0m	5	13	the	the	DET
s7526972c0m	5	14	number	number	NOUN
s7526972c0m	5	15	of	of	ADP
s7526972c0m	5	16	linearly	linearly	ADV
s7526972c0m	5	17	independent	independent	ADJ
s7526972c0m	5	18	asset	asset	NOUN
s7526972c0m	5	19	prices	price	NOUN
s7526972c0m	5	20	exceeds	exceed	VERB
s7526972c0m	5	21	the	the	DET
s7526972c0m	5	22	number	number	NOUN
s7526972c0m	5	23	of	of	ADP
s7526972c0m	5	24	future	future	ADJ
s7526972c0m	5	25	states	state	NOUN
s7526972c0m	5	26	that	that	SCONJ
s7526972c0m	5	27	these	these	DET
s7526972c0m	5	28	prices	price	NOUN
s7526972c0m	5	29	can	can	AUX
s7526972c0m	5	30	attain	attain	VERB
s7526972c0m	5	31	,	,	PUNCT
s7526972c0m	5	32	the	the	DET
s7526972c0m	5	33	value	value	NOUN
s7526972c0m	5	34	for	for	ADP
s7526972c0m	5	35	the	the	DET
s7526972c0m	5	36	process	process	NOUN
s7526972c0m	5	37	will	will	AUX
s7526972c0m	5	38	not	not	PART
s7526972c0m	5	39	be	be	AUX
s7526972c0m	5	40	unique	unique	ADJ
s7526972c0m	5	41	.	.	PUNCT
s7526972c0m	6	1	the	the	DET
s7526972c0m	6	2	second	second	ADJ
s7526972c0m	6	3	procedure	procedure	NOUN
s7526972c0m	6	4	introduces	introduce	VERB
s7526972c0m	6	5	the	the	DET
s7526972c0m	6	6	second	second	ADJ
s7526972c0m	6	7	order	order	NOUN
s7526972c0m	6	8	stochastic	stochastic	ADJ
s7526972c0m	6	9	dominance	dominance	NOUN
s7526972c0m	6	10	(	(	PUNCT
s7526972c0m	6	11	ssd	ssd	NOUN
s7526972c0m	6	12	)	)	PUNCT
s7526972c0m	6	13	criterion	criterion	NOUN
s7526972c0m	6	14	which	which	PRON
s7526972c0m	6	15	provides	provide	VERB
s7526972c0m	6	16	a	a	DET
s7526972c0m	6	17	less	less	ADV
s7526972c0m	6	18	conservative	conservative	ADJ
s7526972c0m	6	19	bound	bind	VERB
s7526972c0m	6	20	on	on	ADP
s7526972c0m	6	21	the	the	DET
s7526972c0m	6	22	process	process	NOUN
s7526972c0m	6	23	cost	cost	NOUN
s7526972c0m	6	24	.	.	PUNCT
s7526972c0m	7	1	the	the	DET
s7526972c0m	7	2	criterion	criterion	NOUN
s7526972c0m	7	3	incorporates	incorporate	VERB
s7526972c0m	7	4	information	information	NOUN
s7526972c0m	7	5	about	about	ADP
s7526972c0m	7	6	the	the	DET
s7526972c0m	7	7	investor	investor	NOUN
s7526972c0m	7	8	's	's	PART
s7526972c0m	7	9	attitude	attitude	NOUN
s7526972c0m	7	10	towards	towards	ADP
s7526972c0m	7	11	risk	risk	NOUN
s7526972c0m	7	12	.	.	PUNCT
s7526972c0m	8	1	ssd	ssd	NOUN
s7526972c0m	8	2	also	also	ADV
s7526972c0m	8	3	generalizes	generalize	VERB
s7526972c0m	8	4	a	a	DET
s7526972c0m	8	5	widely	widely	ADV
s7526972c0m	8	6	used	use	VERB
s7526972c0m	8	7	measure	measure	NOUN
s7526972c0m	8	8	of	of	ADP
s7526972c0m	8	9	risk	risk	NOUN
s7526972c0m	8	10	,	,	PUNCT
s7526972c0m	8	11	value	value	NOUN
s7526972c0m	8	12	at	at	ADP
s7526972c0m	8	13	risk	risk	NOUN
s7526972c0m	8	14	(	(	PUNCT
s7526972c0m	8	15	var	var	PROPN
s7526972c0m	8	16	)	)	PUNCT
s7526972c0m	8	17	.	.	PUNCT
s7526972c0m	9	1	finally	finally	ADV
s7526972c0m	9	2	,	,	PUNCT
s7526972c0m	9	3	this	this	DET
s7526972c0m	9	4	analysis	analysis	NOUN
s7526972c0m	9	5	will	will	AUX
s7526972c0m	9	6	be	be	AUX
s7526972c0m	9	7	extended	extend	VERB
s7526972c0m	9	8	to	to	ADP
s7526972c0m	9	9	multiple	multiple	ADJ
s7526972c0m	9	10	time	time	NOUN
s7526972c0m	9	11	periods	period	NOUN
s7526972c0m	9	12	,	,	PUNCT
s7526972c0m	9	13	which	which	PRON
s7526972c0m	9	14	will	will	AUX
s7526972c0m	9	15	provide	provide	VERB
s7526972c0m	9	16	the	the	DET
s7526972c0m	9	17	investor	investor	NOUN
s7526972c0m	9	18	with	with	ADP
s7526972c0m	9	19	the	the	DET
s7526972c0m	9	20	ability	ability	NOUN
s7526972c0m	9	21	to	to	PART
s7526972c0m	9	22	make	make	VERB
s7526972c0m	9	23	decisions	decision	NOUN
s7526972c0m	9	24	at	at	ADP
s7526972c0m	9	25	different	different	ADJ
s7526972c0m	9	26	stages	stage	NOUN
s7526972c0m	9	27	of	of	ADP
s7526972c0m	9	28	the	the	DET
s7526972c0m	9	29	investment	investment	NOUN
s7526972c0m	9	30	horizon	horizon	NOUN
s7526972c0m	9	31	.	.	PUNCT
s7526972c0m	10	1	this	this	PRON
s7526972c0m	10	2	will	will	AUX
s7526972c0m	10	3	be	be	AUX
s7526972c0m	10	4	achieved	achieve	VERB
s7526972c0m	10	5	primarily	primarily	ADV
s7526972c0m	10	6	with	with	ADP
s7526972c0m	10	7	the	the	DET
s7526972c0m	10	8	development	development	NOUN
s7526972c0m	10	9	of	of	ADP
s7526972c0m	10	10	a	a	DET
s7526972c0m	10	11	real	real	ADJ
s7526972c0m	10	12	-	-	PUNCT
s7526972c0m	10	13	time	time	NOUN
s7526972c0m	10	14	optimization	optimization	NOUN
s7526972c0m	10	15	framework	framework	NOUN
s7526972c0m	10	16	known	know	VERB
s7526972c0m	10	17	as	as	ADP
s7526972c0m	10	18	model	model	NOUN
s7526972c0m	10	19	predictive	predictive	ADJ
s7526972c0m	10	20	control	control	NOUN
s7526972c0m	10	21	(	(	PUNCT
s7526972c0m	10	22	mpc	mpc	NOUN
s7526972c0m	10	23	)	)	PUNCT
s7526972c0m	10	24	.	.	PUNCT
s7526972c0m	11	1	the	the	DET
s7526972c0m	11	2	formulation	formulation	NOUN
s7526972c0m	11	3	will	will	AUX
s7526972c0m	11	4	be	be	AUX
s7526972c0m	11	5	stochastic	stochastic	ADJ
s7526972c0m	11	6	and	and	CCONJ
s7526972c0m	11	7	subject	subject	ADJ
s7526972c0m	11	8	to	to	ADP
s7526972c0m	11	9	conditional	conditional	ADJ
s7526972c0m	11	10	value	value	NOUN
s7526972c0m	11	11	at	at	ADP
s7526972c0m	11	12	risk	risk	NOUN
s7526972c0m	11	13	(	(	PUNCT
s7526972c0m	11	14	cvar	cvar	PROPN
s7526972c0m	11	15	)	)	PUNCT
s7526972c0m	11	16	as	as	ADP
s7526972c0m	11	17	a	a	DET
s7526972c0m	11	18	risk	risk	NOUN
s7526972c0m	11	19	management	management	NOUN
s7526972c0m	11	20	technique	technique	NOUN
s7526972c0m	11	21	.	.	PUNCT