id	sid	tid	token	lemma	pos
76537081527	1	1	this	this	DET
76537081527	1	2	dissertation	dissertation	NOUN
76537081527	1	3	introduces	introduce	VERB
76537081527	1	4	a	a	DET
76537081527	1	5	modeling	modeling	NOUN
76537081527	1	6	framework	framework	NOUN
76537081527	1	7	,	,	PUNCT
76537081527	1	8	suitable	suitable	ADJ
76537081527	1	9	for	for	ADP
76537081527	1	10	analysis	analysis	NOUN
76537081527	1	11	,	,	PUNCT
76537081527	1	12	for	for	ADP
76537081527	1	13	systems	system	NOUN
76537081527	1	14	that	that	PRON
76537081527	1	15	can	can	AUX
76537081527	1	16	be	be	AUX
76537081527	1	17	characterized	characterize	VERB
76537081527	1	18	either	either	ADV
76537081527	1	19	directly	directly	ADV
76537081527	1	20	by	by	ADP
76537081527	1	21	the	the	DET
76537081527	1	22	first	first	ADJ
76537081527	1	23	and	and	CCONJ
76537081527	1	24	second	second	ADJ
76537081527	1	25	laws	law	NOUN
76537081527	1	26	of	of	ADP
76537081527	1	27	thermodynamics	thermodynamic	NOUN
76537081527	1	28	or	or	CCONJ
76537081527	1	29	indirectly	indirectly	ADV
76537081527	1	30	by	by	ADP
76537081527	1	31	relating	relate	VERB
76537081527	1	32	the	the	DET
76537081527	1	33	fundamental	fundamental	ADJ
76537081527	1	34	equations	equation	NOUN
76537081527	1	35	characterizing	characterize	VERB
76537081527	1	36	a	a	DET
76537081527	1	37	system	system	NOUN
76537081527	1	38	or	or	CCONJ
76537081527	1	39	process	process	VERB
76537081527	1	40	to	to	ADP
76537081527	1	41	the	the	DET
76537081527	1	42	first	first	ADJ
76537081527	1	43	and	and	CCONJ
76537081527	1	44	second	second	ADJ
76537081527	1	45	laws	law	NOUN
76537081527	1	46	of	of	ADP
76537081527	1	47	thermodynamics	thermodynamic	NOUN
76537081527	1	48	.	.	PUNCT
76537081527	2	1	models	model	NOUN
76537081527	2	2	built	build	VERB
76537081527	2	3	in	in	ADP
76537081527	2	4	this	this	DET
76537081527	2	5	framework	framework	NOUN
76537081527	2	6	coupled	couple	VERB
76537081527	2	7	with	with	ADP
76537081527	2	8	a	a	DET
76537081527	2	9	financial	financial	ADJ
76537081527	2	10	objective	objective	ADJ
76537081527	2	11	function	function	NOUN
76537081527	2	12	produces	produce	VERB
76537081527	2	13	a	a	DET
76537081527	2	14	bilinear	bilinear	ADJ
76537081527	2	15	optimization	optimization	NOUN
76537081527	2	16	problem	problem	NOUN
76537081527	2	17	.	.	PUNCT
76537081527	3	1	we	we	PRON
76537081527	3	2	compute	compute	VERB
76537081527	3	3	the	the	DET
76537081527	3	4	optimal	optimal	ADJ
76537081527	3	5	solution	solution	NOUN
76537081527	3	6	by	by	ADP
76537081527	3	7	variable	variable	ADJ
76537081527	3	8	substitution	substitution	NOUN
76537081527	3	9	into	into	ADP
76537081527	3	10	this	this	DET
76537081527	3	11	bilinear	bilinear	ADJ
76537081527	3	12	problem	problem	NOUN
76537081527	3	13	,	,	PUNCT
76537081527	3	14	linearizing	linearize	VERB
76537081527	3	15	and	and	CCONJ
76537081527	3	16	relaxing	relax	VERB
76537081527	3	17	the	the	DET
76537081527	3	18	resulting	result	VERB
76537081527	3	19	bilinear	bilinear	ADJ
76537081527	3	20	constraint	constraint	NOUN
76537081527	3	21	,	,	PUNCT
76537081527	3	22	and	and	CCONJ
76537081527	3	23	applying	apply	VERB
76537081527	3	24	a	a	DET
76537081527	3	25	branch	branch	NOUN
76537081527	3	26	and	and	CCONJ
76537081527	3	27	bound	bound	ADJ
76537081527	3	28	methodology	methodology	NOUN
76537081527	3	29	.	.	PUNCT
76537081527	4	1	we	we	PRON
76537081527	4	2	illustrate	illustrate	VERB
76537081527	4	3	the	the	DET
76537081527	4	4	solution	solution	NOUN
76537081527	4	5	technique	technique	NOUN
76537081527	4	6	of	of	ADP
76537081527	4	7	the	the	DET
76537081527	4	8	bilinear	bilinear	ADJ
76537081527	4	9	optimization	optimization	NOUN
76537081527	4	10	problem	problem	NOUN
76537081527	4	11	applied	apply	VERB
76537081527	4	12	to	to	ADP
76537081527	4	13	several	several	ADJ
76537081527	4	14	energy	energy	NOUN
76537081527	4	15	systems	system	NOUN
76537081527	4	16	.	.	PUNCT
76537081527	5	1	using	use	VERB
76537081527	5	2	reported	report	VERB
76537081527	5	3	data	datum	NOUN
76537081527	5	4	characterizing	characterize	VERB
76537081527	5	5	several	several	ADJ
76537081527	5	6	california	california	PROPN
76537081527	5	7	power	power	NOUN
76537081527	5	8	plants	plant	NOUN
76537081527	5	9	,	,	PUNCT
76537081527	5	10	we	we	PRON
76537081527	5	11	demonstrate	demonstrate	VERB
76537081527	5	12	how	how	SCONJ
76537081527	5	13	to	to	PART
76537081527	5	14	determine	determine	VERB
76537081527	5	15	an	an	DET
76537081527	5	16	appropriate	appropriate	ADJ
76537081527	5	17	model	model	NOUN
76537081527	5	18	utilizing	utilize	VERB
76537081527	5	19	the	the	DET
76537081527	5	20	introduced	introduce	VERB
76537081527	5	21	modeling	modeling	NOUN
76537081527	5	22	framework	framework	NOUN
76537081527	5	23	and	and	CCONJ
76537081527	5	24	fit	fit	VERB
76537081527	5	25	the	the	DET
76537081527	5	26	parameters	parameter	NOUN
76537081527	5	27	required	require	VERB
76537081527	5	28	in	in	ADP
76537081527	5	29	the	the	DET
76537081527	5	30	framework	framework	NOUN
76537081527	5	31	to	to	ADP
76537081527	5	32	the	the	DET
76537081527	5	33	model	model	NOUN
76537081527	5	34	.	.	PUNCT
76537081527	6	1	we	we	PRON
76537081527	6	2	consider	consider	VERB
76537081527	6	3	problems	problem	NOUN
76537081527	6	4	with	with	ADP
76537081527	6	5	various	various	ADJ
76537081527	6	6	sources	source	NOUN
76537081527	6	7	of	of	ADP
76537081527	6	8	flexibility	flexibility	NOUN
76537081527	6	9	and	and	CCONJ
76537081527	6	10	uncertainty	uncertainty	NOUN
76537081527	6	11	and	and	CCONJ
76537081527	6	12	apply	apply	VERB
76537081527	6	13	our	our	PRON
76537081527	6	14	framework	framework	NOUN
76537081527	6	15	and	and	CCONJ
76537081527	6	16	methodology	methodology	NOUN
76537081527	6	17	.	.	PUNCT
76537081527	7	1	using	use	VERB
76537081527	7	2	standard	standard	ADJ
76537081527	7	3	programming	programming	NOUN
76537081527	7	4	techniques	technique	NOUN
76537081527	7	5	,	,	PUNCT
76537081527	7	6	we	we	PRON
76537081527	7	7	characterize	characterize	VERB
76537081527	7	8	common	common	ADJ
76537081527	7	9	financial	financial	ADJ
76537081527	7	10	measures	measure	NOUN
76537081527	7	11	and	and	CCONJ
76537081527	7	12	strategies	strategy	NOUN
76537081527	7	13	,	,	PUNCT
76537081527	7	14	such	such	ADJ
76537081527	7	15	as	as	ADP
76537081527	7	16	optimal	optimal	ADJ
76537081527	7	17	hedging	hedging	NOUN
76537081527	7	18	and	and	CCONJ
76537081527	7	19	risk	risk	NOUN
76537081527	7	20	management	management	NOUN
76537081527	7	21	and	and	CCONJ
76537081527	7	22	valuation	valuation	NOUN
76537081527	7	23	of	of	ADP
76537081527	7	24	flexibility	flexibility	NOUN
76537081527	7	25	.	.	PUNCT