id	sid	tid	token	lemma	pos
cet-12853	1	1	cet	cet	PROPN
cet-12853	1	2	96	96	NUM
cet-12853	1	3	doi	doi	NOUN
cet-12853	1	4	:	:	PUNCT
cet-12853	1	5	10.3303	10.3303	NUM
cet-12853	1	6	/	/	SYM
cet-12853	1	7	cet2296006	cet2296006	ADJ
cet-12853	1	8	paper	paper	NOUN
cet-12853	1	9	received	receive	VERB
cet-12853	1	10	:	:	PUNCT
cet-12853	1	11	25	25	NUM
cet-12853	1	12	january	january	PROPN
cet-12853	1	13	2022	2022	NUM
cet-12853	1	14	;	;	PUNCT
cet-12853	1	15	revised	revise	VERB
cet-12853	1	16	:	:	PUNCT
cet-12853	1	17	19	19	NUM
cet-12853	1	18	june	june	PROPN
cet-12853	1	19	2022	2022	NUM
cet-12853	1	20	;	;	PUNCT
cet-12853	1	21	accepted	accept	VERB
cet-12853	1	22	:	:	PUNCT
cet-12853	1	23	7	7	NUM
cet-12853	1	24	september	september	PROPN
cet-12853	1	25	2022	2022	NUM
cet-12853	1	26	please	please	INTJ
cet-12853	1	27	cite	cite	VERB
cet-12853	1	28	this	this	DET
cet-12853	1	29	article	article	NOUN
cet-12853	1	30	as	as	ADP
cet-12853	1	31	:	:	PUNCT
cet-12853	1	32	cegla	cegla	PROPN
cet-12853	1	33	m.	m.	NOUN
cet-12853	1	34	,	,	PUNCT
cet-12853	1	35	engell	engell	PROPN
cet-12853	1	36	s.	s.	PROPN
cet-12853	1	37	,	,	PUNCT
cet-12853	1	38	2022	2022	NUM
cet-12853	1	39	,	,	PUNCT
cet-12853	1	40	generation	generation	NOUN
cet-12853	1	41	-	-	PUNCT
cet-12853	1	42	aware	aware	ADJ
cet-12853	1	43	electrified	electrified	ADJ
cet-12853	1	44	production	production	NOUN
cet-12853	1	45	:	:	PUNCT
cet-12853	1	46	optimal	optimal	ADJ
cet-12853	1	47	continuous	continuous	ADJ
cet-12853	1	48	industrial	industrial	ADJ
cet-12853	1	49	production	production	NOUN
cet-12853	1	50	of	of	ADP
cet-12853	1	51	paint	paint	NOUN
cet-12853	1	52	thickeners	thickener	NOUN
cet-12853	1	53	,	,	PUNCT
cet-12853	1	54	chemical	chemical	NOUN
cet-12853	1	55	engineering	engineering	NOUN
cet-12853	1	56	transactions	transaction	NOUN
cet-12853	1	57	,	,	PUNCT
cet-12853	1	58	96	96	NUM
cet-12853	1	59	,	,	PUNCT
cet-12853	1	60	31	31	NUM
cet-12853	1	61	-	-	SYM
cet-12853	1	62	36	36	NUM
cet-12853	1	63	doi:10.3303	doi:10.3303	NOUN
cet-12853	1	64	/	/	SYM
cet-12853	1	65	cet2296006	cet2296006	ADJ
cet-12853	1	66	chemical	chemical	PROPN
cet-12853	1	67	engineering	engineering	NOUN
cet-12853	1	68	transactions	transaction	NOUN
cet-12853	1	69	vol	vol	NOUN
cet-12853	1	70	.	.	PROPN
cet-12853	2	1	96	96	NUM
cet-12853	2	2	,	,	PUNCT
cet-12853	2	3	2022	2022	NUM
cet-12853	2	4	a	a	DET
cet-12853	2	5	publication	publication	NOUN
cet-12853	2	6	of	of	ADP
cet-12853	2	7	the	the	DET
cet-12853	2	8	italian	italian	ADJ
cet-12853	2	9	association	association	NOUN
cet-12853	2	10	of	of	ADP
cet-12853	2	11	chemical	chemical	PROPN
cet-12853	2	12	engineering	engineering	NOUN
cet-12853	2	13	online	online	ADV
cet-12853	2	14	at	at	ADP
cet-12853	2	15	www.cetjournal.it	www.cetjournal.it	PROPN
cet-12853	2	16	guest	guest	NOUN
cet-12853	2	17	editors	editor	NOUN
cet-12853	2	18	:	:	PUNCT
cet-12853	2	19	david	david	PROPN
cet-12853	2	20	bogle	bogle	PROPN
cet-12853	2	21	,	,	PUNCT
cet-12853	2	22	flavio	flavio	PROPN
cet-12853	2	23	manenti	manenti	PROPN
cet-12853	2	24	,	,	PUNCT
cet-12853	2	25	piero	piero	PROPN
cet-12853	2	26	salatino	salatino	PROPN
cet-12853	2	27	copyright	copyright	NOUN
cet-12853	2	28	©	©	PROPN
cet-12853	2	29	2022	2022	NUM
cet-12853	2	30	,	,	PUNCT
cet-12853	2	31	aidic	aidic	ADJ
cet-12853	2	32	servizi	servizi	PROPN
cet-12853	2	33	s.r.l	s.r.l	PROPN
cet-12853	2	34	.	.	PUNCT
cet-12853	3	1	isbn	isbn	ADJ
cet-12853	3	2	978	978	NUM
cet-12853	3	3	-	-	SYM
cet-12853	3	4	88	88	NUM
cet-12853	3	5	-	-	PUNCT
cet-12853	3	6	95608	95608	NUM
cet-12853	3	7	-	-	PUNCT
cet-12853	3	8	95	95	NUM
cet-12853	3	9	-	-	SYM
cet-12853	3	10	2	2	NUM
cet-12853	3	11	;	;	PUNCT
cet-12853	3	12	issn	issn	PROPN
cet-12853	3	13	2283	2283	NUM
cet-12853	3	14	-	-	SYM
cet-12853	3	15	9216	9216	NUM
cet-12853	3	16	generation	generation	NOUN
cet-12853	3	17	-	-	PUNCT
cet-12853	3	18	aware	aware	ADJ
cet-12853	3	19	electrified	electrified	ADJ
cet-12853	3	20	production	production	NOUN
cet-12853	3	21	:	:	PUNCT
cet-12853	3	22	optimal	optimal	ADJ
cet-12853	3	23	continuous	continuous	ADJ
cet-12853	3	24	industrial	industrial	ADJ
cet-12853	3	25	production	production	NOUN
cet-12853	3	26	of	of	ADP
cet-12853	3	27	paint	paint	NOUN
cet-12853	3	28	thickeners	thickener	NOUN
cet-12853	3	29	maximilian	maximilian	PROPN
cet-12853	3	30	cegla	cegla	PROPN
cet-12853	3	31	*	*	PROPN
cet-12853	3	32	,	,	PUNCT
cet-12853	3	33	sebastian	sebastian	PROPN
cet-12853	3	34	engell	engell	PROPN
cet-12853	3	35	tu	tu	PROPN
cet-12853	3	36	dortmund	dortmund	PROPN
cet-12853	3	37	university	university	PROPN
cet-12853	3	38	,	,	PUNCT
cet-12853	3	39	biochemical	biochemical	ADJ
cet-12853	3	40	and	and	CCONJ
cet-12853	3	41	chemical	chemical	NOUN
cet-12853	3	42	engineering	engineering	NOUN
cet-12853	3	43	,	,	PUNCT
cet-12853	3	44	process	process	NOUN
cet-12853	3	45	dyanmics	dyanmic	NOUN
cet-12853	3	46	and	and	CCONJ
cet-12853	3	47	operation	operation	NOUN
cet-12853	3	48	group	group	NOUN
cet-12853	3	49	,	,	PUNCT
cet-12853	3	50	emil	emil	NOUN
cet-12853	3	51	-	-	PUNCT
cet-12853	3	52	figge	figge	NOUN
cet-12853	3	53	-	-	PUNCT
cet-12853	3	54	straße	straße	NOUN
cet-12853	3	55	70	70	NUM
cet-12853	3	56	,	,	PUNCT
cet-12853	3	57	44227	44227	NUM
cet-12853	3	58	dortmund	dortmund	PROPN
cet-12853	3	59	,	,	PUNCT
cet-12853	3	60	germany	germany	PROPN
cet-12853	3	61	maximilian.cegla@tu-dortmund.de	maximilian.cegla@tu-dortmund.de	PUNCT
cet-12853	3	62	in	in	ADP
cet-12853	3	63	this	this	DET
cet-12853	3	64	work	work	NOUN
cet-12853	3	65	,	,	PUNCT
cet-12853	3	66	the	the	DET
cet-12853	3	67	generation	generation	NOUN
cet-12853	3	68	aware	aware	ADJ
cet-12853	3	69	production	production	NOUN
cet-12853	3	70	planning	planning	NOUN
cet-12853	3	71	for	for	ADP
cet-12853	3	72	a	a	DET
cet-12853	3	73	paint	paint	NOUN
cet-12853	3	74	thickener	thickener	NOUN
cet-12853	3	75	production	production	NOUN
cet-12853	3	76	is	be	AUX
cet-12853	3	77	investigated	investigate	VERB
cet-12853	3	78	.	.	PUNCT
cet-12853	4	1	in	in	ADP
cet-12853	4	2	this	this	DET
cet-12853	4	3	production	production	NOUN
cet-12853	4	4	,	,	PUNCT
cet-12853	4	5	products	product	NOUN
cet-12853	4	6	of	of	ADP
cet-12853	4	7	different	different	ADJ
cet-12853	4	8	grades	grade	NOUN
cet-12853	4	9	and	and	CCONJ
cet-12853	4	10	therefore	therefore	ADV
cet-12853	4	11	varying	vary	VERB
cet-12853	4	12	energy	energy	NOUN
cet-12853	4	13	requirements	requirement	NOUN
cet-12853	4	14	are	be	AUX
cet-12853	4	15	produced	produce	VERB
cet-12853	4	16	by	by	ADP
cet-12853	4	17	electrified	electrify	VERB
cet-12853	4	18	twin	twin	ADJ
cet-12853	4	19	-	-	PUNCT
cet-12853	4	20	screw	screw	NOUN
cet-12853	4	21	extruders	extruder	NOUN
cet-12853	4	22	.	.	PUNCT
cet-12853	5	1	the	the	DET
cet-12853	5	2	energy	energy	NOUN
cet-12853	5	3	grid	grid	NOUN
cet-12853	5	4	information	information	NOUN
cet-12853	5	5	is	be	AUX
cet-12853	5	6	based	base	VERB
cet-12853	5	7	on	on	ADP
cet-12853	5	8	the	the	DET
cet-12853	5	9	german	german	ADJ
cet-12853	5	10	grid	grid	NOUN
cet-12853	5	11	in	in	ADP
cet-12853	5	12	2020	2020	NUM
cet-12853	5	13	.	.	PUNCT
cet-12853	6	1	for	for	ADP
cet-12853	6	2	the	the	DET
cet-12853	6	3	investigated	investigate	VERB
cet-12853	6	4	method	method	NOUN
cet-12853	6	5	,	,	PUNCT
cet-12853	6	6	the	the	DET
cet-12853	6	7	results	result	NOUN
cet-12853	6	8	of	of	ADP
cet-12853	6	9	the	the	DET
cet-12853	6	10	optimization	optimization	NOUN
cet-12853	6	11	of	of	ADP
cet-12853	6	12	a	a	DET
cet-12853	6	13	very	very	ADV
cet-12853	6	14	detailed	detailed	ADJ
cet-12853	6	15	and	and	CCONJ
cet-12853	6	16	computationally	computationally	ADV
cet-12853	6	17	demanding	demand	VERB
cet-12853	6	18	process	process	NOUN
cet-12853	6	19	model	model	NOUN
cet-12853	6	20	are	be	AUX
cet-12853	6	21	used	use	VERB
cet-12853	6	22	to	to	PART
cet-12853	6	23	build	build	VERB
cet-12853	6	24	a	a	DET
cet-12853	6	25	computationally	computationally	ADV
cet-12853	6	26	efficient	efficient	ADJ
cet-12853	6	27	surrogate	surrogate	ADJ
cet-12853	6	28	model	model	NOUN
cet-12853	6	29	.	.	PUNCT
cet-12853	7	1	this	this	DET
cet-12853	7	2	model	model	NOUN
cet-12853	7	3	maps	map	VERB
cet-12853	7	4	the	the	DET
cet-12853	7	5	optimal	optimal	ADJ
cet-12853	7	6	minimal	minimal	ADJ
cet-12853	7	7	energy	energy	NOUN
cet-12853	7	8	requirement	requirement	NOUN
cet-12853	7	9	to	to	ADP
cet-12853	7	10	a	a	DET
cet-12853	7	11	given	give	VERB
cet-12853	7	12	throughput	throughput	NOUN
cet-12853	7	13	and	and	CCONJ
cet-12853	7	14	product	product	NOUN
cet-12853	7	15	grade	grade	NOUN
cet-12853	7	16	at	at	ADP
cet-12853	7	17	the	the	DET
cet-12853	7	18	optimal	optimal	ADJ
cet-12853	7	19	operating	operating	NOUN
cet-12853	7	20	conditions	condition	NOUN
cet-12853	7	21	.	.	PUNCT
cet-12853	8	1	based	base	VERB
cet-12853	8	2	on	on	ADP
cet-12853	8	3	this	this	DET
cet-12853	8	4	surrogate	surrogate	ADJ
cet-12853	8	5	model	model	NOUN
cet-12853	8	6	and	and	CCONJ
cet-12853	8	7	the	the	DET
cet-12853	8	8	price	price	NOUN
cet-12853	8	9	information	information	NOUN
cet-12853	8	10	,	,	PUNCT
cet-12853	8	11	the	the	DET
cet-12853	8	12	optimization	optimization	NOUN
cet-12853	8	13	problem	problem	NOUN
cet-12853	8	14	for	for	ADP
cet-12853	8	15	the	the	DET
cet-12853	8	16	production	production	NOUN
cet-12853	8	17	planning	planning	NOUN
cet-12853	8	18	is	be	AUX
cet-12853	8	19	formulated	formulate	VERB
cet-12853	8	20	.	.	PUNCT
cet-12853	9	1	constraints	constraint	NOUN
cet-12853	9	2	for	for	ADP
cet-12853	9	3	the	the	DET
cet-12853	9	4	optimization	optimization	NOUN
cet-12853	9	5	problems	problem	NOUN
cet-12853	9	6	are	be	AUX
cet-12853	9	7	the	the	DET
cet-12853	9	8	satisfaction	satisfaction	NOUN
cet-12853	9	9	of	of	ADP
cet-12853	9	10	the	the	DET
cet-12853	9	11	production	production	NOUN
cet-12853	9	12	demands	demand	NOUN
cet-12853	9	13	of	of	ADP
cet-12853	9	14	quantity	quantity	NOUN
cet-12853	9	15	and	and	CCONJ
cet-12853	9	16	grade	grade	NOUN
cet-12853	9	17	.	.	PUNCT
cet-12853	10	1	the	the	DET
cet-12853	10	2	objective	objective	ADJ
cet-12853	10	3	function	function	NOUN
cet-12853	10	4	is	be	AUX
cet-12853	10	5	the	the	DET
cet-12853	10	6	minimization	minimization	NOUN
cet-12853	10	7	of	of	ADP
cet-12853	10	8	the	the	DET
cet-12853	10	9	energy	energy	NOUN
cet-12853	10	10	costs	cost	NOUN
cet-12853	10	11	and	and	CCONJ
cet-12853	10	12	the	the	DET
cet-12853	10	13	carbon	carbon	NOUN
cet-12853	10	14	footprint	footprint	NOUN
cet-12853	10	15	of	of	ADP
cet-12853	10	16	the	the	DET
cet-12853	10	17	product	product	NOUN
cet-12853	10	18	caused	cause	VERB
cet-12853	10	19	by	by	ADP
cet-12853	10	20	different	different	ADJ
cet-12853	10	21	energy	energy	NOUN
cet-12853	10	22	mixes	mix	NOUN
cet-12853	10	23	of	of	ADP
cet-12853	10	24	the	the	DET
cet-12853	10	25	grid	grid	NOUN
cet-12853	10	26	.	.	PUNCT
cet-12853	11	1	to	to	PART
cet-12853	11	2	increase	increase	VERB
cet-12853	11	3	the	the	DET
cet-12853	11	4	industrial	industrial	ADJ
cet-12853	11	5	acceptance	acceptance	NOUN
cet-12853	11	6	and	and	CCONJ
cet-12853	11	7	to	to	PART
cet-12853	11	8	obtain	obtain	VERB
cet-12853	11	9	a	a	DET
cet-12853	11	10	smoother	smooth	ADJ
cet-12853	11	11	solution	solution	NOUN
cet-12853	11	12	,	,	PUNCT
cet-12853	11	13	the	the	DET
cet-12853	11	14	use	use	NOUN
cet-12853	11	15	of	of	ADP
cet-12853	11	16	a	a	DET
cet-12853	11	17	coarser	coarse	ADJ
cet-12853	11	18	time	time	NOUN
cet-12853	11	19	discretization	discretization	NOUN
cet-12853	11	20	is	be	AUX
cet-12853	11	21	compared	compare	VERB
cet-12853	11	22	to	to	ADP
cet-12853	11	23	penalizing	penalize	VERB
cet-12853	11	24	the	the	DET
cet-12853	11	25	throughput	throughput	NOUN
cet-12853	11	26	changes	change	NOUN
cet-12853	11	27	in	in	ADP
cet-12853	11	28	the	the	DET
cet-12853	11	29	cost	cost	NOUN
cet-12853	11	30	function	function	NOUN
cet-12853	11	31	.	.	PUNCT
cet-12853	12	1	the	the	DET
cet-12853	12	2	optimization	optimization	NOUN
cet-12853	12	3	problem	problem	NOUN
cet-12853	12	4	is	be	AUX
cet-12853	12	5	solved	solve	VERB
cet-12853	12	6	for	for	ADP
cet-12853	12	7	a	a	DET
cet-12853	12	8	weekly	weekly	ADJ
cet-12853	12	9	production	production	NOUN
cet-12853	12	10	schedule	schedule	NOUN
cet-12853	12	11	and	and	CCONJ
cet-12853	12	12	hourly	hourly	ADV
cet-12853	12	13	changing	change	VERB
cet-12853	12	14	energy	energy	NOUN
cet-12853	12	15	costs	cost	NOUN
cet-12853	12	16	and	and	CCONJ
cet-12853	12	17	carbon	carbon	NOUN
cet-12853	12	18	footprints	footprint	NOUN
cet-12853	12	19	.	.	PUNCT
cet-12853	13	1	the	the	DET
cet-12853	13	2	results	result	NOUN
cet-12853	13	3	are	be	AUX
cet-12853	13	4	discussed	discuss	VERB
cet-12853	13	5	and	and	CCONJ
cet-12853	13	6	the	the	DET
cet-12853	13	7	performance	performance	NOUN
cet-12853	13	8	is	be	AUX
cet-12853	13	9	compared	compare	VERB
cet-12853	13	10	to	to	ADP
cet-12853	13	11	a	a	DET
cet-12853	13	12	non	non	ADJ
cet-12853	13	13	-	-	ADJ
cet-12853	13	14	generation	generation	ADJ
cet-12853	13	15	aware	aware	ADJ
cet-12853	13	16	production	production	NOUN
cet-12853	13	17	planning	planning	NOUN
cet-12853	13	18	.	.	PUNCT
cet-12853	14	1	lastly	lastly	ADV
cet-12853	14	2	,	,	PUNCT
cet-12853	14	3	the	the	DET
cet-12853	14	4	application	application	NOUN
cet-12853	14	5	at	at	ADP
cet-12853	14	6	a	a	DET
cet-12853	14	7	larger	large	ADJ
cet-12853	14	8	scale	scale	NOUN
cet-12853	14	9	with	with	ADP
cet-12853	14	10	multiple	multiple	ADJ
cet-12853	14	11	parallel	parallel	ADJ
cet-12853	14	12	production	production	NOUN
cet-12853	14	13	machines	machine	NOUN
cet-12853	14	14	is	be	AUX
cet-12853	14	15	discussed	discuss	VERB
cet-12853	14	16	.	.	PUNCT
cet-12853	15	1	1	1	X
cet-12853	15	2	.	.	X
cet-12853	15	3	introduction	introduction	NOUN
cet-12853	15	4	just	just	ADV
cet-12853	15	5	recently	recently	ADV
cet-12853	15	6	,	,	PUNCT
cet-12853	15	7	representatives	representative	NOUN
cet-12853	15	8	of	of	ADP
cet-12853	15	9	over	over	ADP
cet-12853	15	10	200	200	NUM
cet-12853	15	11	countries	country	NOUN
cet-12853	15	12	agreed	agree	VERB
cet-12853	15	13	on	on	ADP
cet-12853	15	14	the	the	DET
cet-12853	15	15	phasing	phasing	NOUN
cet-12853	15	16	down	down	ADP
cet-12853	15	17	the	the	DET
cet-12853	15	18	power	power	NOUN
cet-12853	15	19	generation	generation	NOUN
cet-12853	15	20	from	from	ADP
cet-12853	15	21	coal	coal	NOUN
cet-12853	15	22	at	at	ADP
cet-12853	15	23	the	the	DET
cet-12853	15	24	2021	2021	NUM
cet-12853	15	25	united	united	PROPN
cet-12853	15	26	nations	nations	PROPN
cet-12853	15	27	climate	climate	NOUN
cet-12853	15	28	change	change	NOUN
cet-12853	15	29	conference	conference	NOUN
cet-12853	15	30	.	.	PUNCT
cet-12853	16	1	moosmann	moosmann	PROPN
cet-12853	16	2	(	(	PUNCT
cet-12853	16	3	2021	2021	NUM
cet-12853	16	4	)	)	PUNCT
cet-12853	16	5	gives	give	VERB
cet-12853	16	6	a	a	DET
cet-12853	16	7	detailed	detailed	ADJ
cet-12853	16	8	overview	overview	NOUN
cet-12853	16	9	on	on	ADP
cet-12853	16	10	the	the	DET
cet-12853	16	11	current	current	ADJ
cet-12853	16	12	political	political	ADJ
cet-12853	16	13	actions	action	NOUN
cet-12853	16	14	of	of	ADP
cet-12853	16	15	the	the	DET
cet-12853	16	16	european	european	PROPN
cet-12853	16	17	union	union	PROPN
cet-12853	16	18	.	.	PUNCT
cet-12853	17	1	furthermore	furthermore	ADV
cet-12853	17	2	,	,	PUNCT
cet-12853	17	3	independence	independence	NOUN
cet-12853	17	4	of	of	ADP
cet-12853	17	5	fossil	fossil	ADJ
cet-12853	17	6	fuels	fuel	NOUN
cet-12853	17	7	has	have	AUX
cet-12853	17	8	gained	gain	VERB
cet-12853	17	9	a	a	DET
cet-12853	17	10	drastically	drastically	ADV
cet-12853	17	11	increasing	increase	VERB
cet-12853	17	12	interest	interest	NOUN
cet-12853	17	13	from	from	ADP
cet-12853	17	14	a	a	DET
cet-12853	17	15	geopolitical	geopolitical	ADJ
cet-12853	17	16	point	point	NOUN
cet-12853	17	17	of	of	ADP
cet-12853	17	18	view	view	NOUN
cet-12853	17	19	.	.	PUNCT
cet-12853	18	1	this	this	PRON
cet-12853	18	2	further	further	ADJ
cet-12853	18	3	increases	increase	VERB
cet-12853	18	4	the	the	DET
cet-12853	18	5	interest	interest	NOUN
cet-12853	18	6	in	in	ADP
cet-12853	18	7	the	the	DET
cet-12853	18	8	use	use	NOUN
cet-12853	18	9	of	of	ADP
cet-12853	18	10	renewable	renewable	ADJ
cet-12853	18	11	energy	energy	NOUN
cet-12853	18	12	sources	source	NOUN
cet-12853	18	13	and	and	CCONJ
cet-12853	18	14	in	in	ADP
cet-12853	18	15	more	more	ADJ
cet-12853	18	16	energy	energy	NOUN
cet-12853	18	17	efficient	efficient	ADJ
cet-12853	18	18	as	as	ADV
cet-12853	18	19	well	well	ADV
cet-12853	18	20	as	as	ADP
cet-12853	18	21	more	more	ADV
cet-12853	18	22	flexible	flexible	ADJ
cet-12853	18	23	production	production	NOUN
cet-12853	18	24	methods	method	NOUN
cet-12853	18	25	.	.	PUNCT
cet-12853	19	1	up	up	ADP
cet-12853	19	2	to	to	ADP
cet-12853	19	3	now	now	ADV
cet-12853	19	4	,	,	PUNCT
cet-12853	19	5	fossil	fossil	NOUN
cet-12853	19	6	fuel	fuel	NOUN
cet-12853	19	7	power	power	NOUN
cet-12853	19	8	plants	plant	NOUN
cet-12853	19	9	supply	supply	VERB
cet-12853	19	10	a	a	DET
cet-12853	19	11	substantial	substantial	ADJ
cet-12853	19	12	fraction	fraction	NOUN
cet-12853	19	13	of	of	ADP
cet-12853	19	14	the	the	DET
cet-12853	19	15	baseload	baseload	NOUN
cet-12853	19	16	word	word	NOUN
cet-12853	19	17	-	-	PUNCT
cet-12853	19	18	wide	wide	ADV
cet-12853	19	19	.	.	PUNCT
cet-12853	20	1	the	the	DET
cet-12853	20	2	phasing	phasing	NOUN
cet-12853	20	3	out	out	ADP
cet-12853	20	4	of	of	ADP
cet-12853	20	5	coal	coal	NOUN
cet-12853	20	6	and	and	CCONJ
cet-12853	20	7	natural	natural	ADJ
cet-12853	20	8	gas	gas	NOUN
cet-12853	20	9	fired	fire	VERB
cet-12853	20	10	power	power	NOUN
cet-12853	20	11	plants	plant	NOUN
cet-12853	20	12	will	will	AUX
cet-12853	20	13	lead	lead	VERB
cet-12853	20	14	to	to	ADP
cet-12853	20	15	larger	large	ADJ
cet-12853	20	16	fluctuations	fluctuation	NOUN
cet-12853	20	17	in	in	ADP
cet-12853	20	18	the	the	DET
cet-12853	20	19	overall	overall	ADJ
cet-12853	20	20	power	power	NOUN
cet-12853	20	21	generation	generation	NOUN
cet-12853	20	22	and	and	CCONJ
cet-12853	20	23	consequently	consequently	ADV
cet-12853	20	24	to	to	ADP
cet-12853	20	25	higher	high	ADJ
cet-12853	20	26	fluctuations	fluctuation	NOUN
cet-12853	20	27	in	in	ADP
cet-12853	20	28	the	the	DET
cet-12853	20	29	hour	hour	NOUN
cet-12853	20	30	-	-	PUNCT
cet-12853	20	31	to	to	ADP
cet-12853	20	32	-	-	PUNCT
cet-12853	20	33	hour	hour	NOUN
cet-12853	20	34	energy	energy	NOUN
cet-12853	20	35	price	price	NOUN
cet-12853	20	36	.	.	PUNCT
cet-12853	21	1	the	the	DET
cet-12853	21	2	chemical	chemical	NOUN
cet-12853	21	3	industry	industry	NOUN
cet-12853	21	4	as	as	ADP
cet-12853	21	5	one	one	NUM
cet-12853	21	6	of	of	ADP
cet-12853	21	7	the	the	DET
cet-12853	21	8	large	large	ADJ
cet-12853	21	9	energy	energy	NOUN
cet-12853	21	10	consumers	consumer	NOUN
cet-12853	21	11	worldwide	worldwide	ADV
cet-12853	21	12	can	can	AUX
cet-12853	21	13	benefit	benefit	VERB
cet-12853	21	14	from	from	ADP
cet-12853	21	15	these	these	DET
cet-12853	21	16	fluctuations	fluctuation	NOUN
cet-12853	21	17	,	,	PUNCT
cet-12853	21	18	both	both	CCONJ
cet-12853	21	19	economically	economically	ADV
cet-12853	21	20	and	and	CCONJ
cet-12853	21	21	ecologically	ecologically	ADV
cet-12853	21	22	by	by	ADP
cet-12853	21	23	adjusting	adjust	VERB
cet-12853	21	24	their	their	PRON
cet-12853	21	25	production	production	NOUN
cet-12853	21	26	according	accord	VERB
cet-12853	21	27	to	to	ADP
cet-12853	21	28	the	the	DET
cet-12853	21	29	availability	availability	NOUN
cet-12853	21	30	of	of	ADP
cet-12853	21	31	renewable	renewable	ADJ
cet-12853	21	32	energy	energy	NOUN
cet-12853	21	33	.	.	PUNCT
cet-12853	22	1	palensky	palensky	NOUN
cet-12853	22	2	(	(	PUNCT
cet-12853	22	3	2011	2011	NUM
cet-12853	22	4	)	)	PUNCT
cet-12853	22	5	gives	give	VERB
cet-12853	22	6	a	a	DET
cet-12853	22	7	broad	broad	ADJ
cet-12853	22	8	overview	overview	NOUN
cet-12853	22	9	on	on	ADP
cet-12853	22	10	demand	demand	NOUN
cet-12853	22	11	side	side	NOUN
cet-12853	22	12	management	management	NOUN
cet-12853	22	13	strategies	strategy	NOUN
cet-12853	22	14	depending	depend	VERB
cet-12853	22	15	on	on	ADP
cet-12853	22	16	the	the	DET
cet-12853	22	17	process	process	NOUN
cet-12853	22	18	time	time	NOUN
cet-12853	22	19	scale	scale	NOUN
cet-12853	22	20	.	.	PUNCT
cet-12853	23	1	in	in	ADP
cet-12853	23	2	contrast	contrast	NOUN
cet-12853	23	3	to	to	ADP
cet-12853	23	4	slow	slow	ADJ
cet-12853	23	5	processes	process	NOUN
cet-12853	23	6	that	that	PRON
cet-12853	23	7	operate	operate	VERB
cet-12853	23	8	at	at	ADP
cet-12853	23	9	time	time	NOUN
cet-12853	23	10	scales	scale	NOUN
cet-12853	23	11	of	of	ADP
cet-12853	23	12	hours	hour	NOUN
cet-12853	23	13	for	for	ADP
cet-12853	23	14	which	which	PRON
cet-12853	23	15	the	the	DET
cet-12853	23	16	process	process	NOUN
cet-12853	23	17	itself	itself	PRON
cet-12853	23	18	can	can	AUX
cet-12853	23	19	be	be	AUX
cet-12853	23	20	used	use	VERB
cet-12853	23	21	as	as	ADP
cet-12853	23	22	energy	energy	NOUN
cet-12853	23	23	storage	storage	NOUN
cet-12853	23	24	,	,	PUNCT
cet-12853	23	25	the	the	DET
cet-12853	23	26	application	application	NOUN
cet-12853	23	27	investigated	investigate	VERB
cet-12853	23	28	here	here	ADV
cet-12853	23	29	,	,	PUNCT
cet-12853	23	30	the	the	DET
cet-12853	23	31	production	production	NOUN
cet-12853	23	32	of	of	ADP
cet-12853	23	33	paint	paint	NOUN
cet-12853	23	34	thickeners	thickener	NOUN
cet-12853	23	35	,	,	PUNCT
cet-12853	23	36	can	can	AUX
cet-12853	23	37	benefit	benefit	VERB
cet-12853	23	38	from	from	ADP
cet-12853	23	39	fast	fast	ADJ
cet-12853	23	40	and	and	CCONJ
cet-12853	23	41	flexible	flexible	ADJ
cet-12853	23	42	changes	change	NOUN
cet-12853	23	43	in	in	ADP
cet-12853	23	44	the	the	DET
cet-12853	23	45	production	production	NOUN
cet-12853	23	46	.	.	PUNCT
cet-12853	24	1	paint	paint	NOUN
cet-12853	24	2	thickeners	thickener	NOUN
cet-12853	24	3	are	be	AUX
cet-12853	24	4	long	long	ADV
cet-12853	24	5	-	-	PUNCT
cet-12853	24	6	chained	chain	VERB
cet-12853	24	7	polymers	polymer	NOUN
cet-12853	24	8	that	that	PRON
cet-12853	24	9	make	make	VERB
cet-12853	24	10	up	up	ADP
cet-12853	24	11	for	for	ADP
cet-12853	24	12	up	up	ADP
cet-12853	24	13	to	to	PART
cet-12853	24	14	two	two	NUM
cet-12853	24	15	percent	percent	NOUN
cet-12853	24	16	of	of	ADP
cet-12853	24	17	the	the	DET
cet-12853	24	18	final	final	ADJ
cet-12853	24	19	paint	paint	NOUN
cet-12853	24	20	and	and	CCONJ
cet-12853	24	21	adjust	adjust	VERB
cet-12853	24	22	the	the	DET
cet-12853	24	23	processing	processing	NOUN
cet-12853	24	24	properties	property	NOUN
cet-12853	24	25	for	for	ADP
cet-12853	24	26	application	application	NOUN
cet-12853	24	27	with	with	ADP
cet-12853	24	28	brushes	brush	NOUN
cet-12853	24	29	and	and	CCONJ
cet-12853	24	30	paint	paint	NOUN
cet-12853	24	31	rollers	roller	NOUN
cet-12853	24	32	.	.	PUNCT
cet-12853	25	1	the	the	DET
cet-12853	25	2	thickening	thickening	NOUN
cet-12853	25	3	efficiency	efficiency	NOUN
cet-12853	25	4	can	can	AUX
cet-12853	25	5	be	be	AUX
cet-12853	25	6	adjusted	adjust	VERB
cet-12853	25	7	by	by	ADP
cet-12853	25	8	the	the	DET
cet-12853	25	9	polymer	polymer	NOUN
cet-12853	25	10	length	length	NOUN
cet-12853	25	11	as	as	SCONJ
cet-12853	25	12	discussed	discuss	VERB
cet-12853	25	13	by	by	ADP
cet-12853	25	14	bhavsar	bhavsar	PROPN
cet-12853	25	15	(	(	PUNCT
cet-12853	25	16	2019	2019	NUM
cet-12853	25	17	)	)	PUNCT
cet-12853	25	18	.	.	PUNCT
cet-12853	26	1	conventionally	conventionally	ADV
cet-12853	26	2	paint	paint	NOUN
cet-12853	26	3	additives	additive	NOUN
cet-12853	26	4	are	be	AUX
cet-12853	26	5	produced	produce	VERB
cet-12853	26	6	in	in	ADP
cet-12853	26	7	batches	batch	NOUN
cet-12853	26	8	of	of	ADP
cet-12853	26	9	10	10	NUM
cet-12853	26	10	m³	m³	VERB
cet-12853	26	11	with	with	ADP
cet-12853	26	12	durations	duration	NOUN
cet-12853	26	13	of	of	ADP
cet-12853	26	14	multiple	multiple	ADJ
cet-12853	26	15	hours	hour	NOUN
cet-12853	26	16	.	.	PUNCT
cet-12853	27	1	as	as	SCONJ
cet-12853	27	2	these	these	DET
cet-12853	27	3	additives	additive	NOUN
cet-12853	27	4	are	be	AUX
cet-12853	27	5	highly	highly	ADV
cet-12853	27	6	viscous	viscous	ADJ
cet-12853	27	7	,	,	PUNCT
cet-12853	27	8	during	during	ADP
cet-12853	27	9	the	the	DET
cet-12853	27	10	batch	batch	NOUN
cet-12853	27	11	runs	run	VERB
cet-12853	27	12	long	long	ADJ
cet-12853	27	13	and	and	CCONJ
cet-12853	27	14	energy	energy	NOUN
cet-12853	27	15	consuming	consuming	NOUN
cet-12853	27	16	mixing	mixing	NOUN
cet-12853	27	17	as	as	ADV
cet-12853	27	18	well	well	ADV
cet-12853	27	19	as	as	ADP
cet-12853	27	20	a	a	DET
cet-12853	27	21	long	long	ADJ
cet-12853	27	22	formulation	formulation	NOUN
cet-12853	27	23	step	step	NOUN
cet-12853	27	24	with	with	ADP
cet-12853	27	25	water	water	NOUN
cet-12853	27	26	as	as	ADV
cet-12853	27	27	well	well	ADV
cet-12853	27	28	as	as	ADP
cet-12853	27	29	a	a	DET
cet-12853	27	30	cleaning	cleaning	NOUN
cet-12853	27	31	step	step	NOUN
cet-12853	27	32	are	be	AUX
cet-12853	27	33	required	require	VERB
cet-12853	27	34	.	.	PUNCT
cet-12853	28	1	as	as	ADP
cet-12853	28	2	a	a	DET
cet-12853	28	3	fully	fully	ADV
cet-12853	28	4	electrified	electrify	VERB
cet-12853	28	5	,	,	PUNCT
cet-12853	28	6	more	more	ADJ
cet-12853	28	7	energy	energy	NOUN
cet-12853	28	8	efficient	efficient	ADJ
cet-12853	28	9	and	and	CCONJ
cet-12853	28	10	more	more	ADV
cet-12853	28	11	flexible	flexible	ADJ
cet-12853	28	12	alternative	alternative	NOUN
cet-12853	28	13	,	,	PUNCT
cet-12853	28	14	the	the	DET
cet-12853	28	15	production	production	NOUN
cet-12853	28	16	using	use	VERB
cet-12853	28	17	reactive	reactive	ADJ
cet-12853	28	18	extrusion	extrusion	NOUN
cet-12853	28	19	in	in	ADP
cet-12853	28	20	a	a	DET
cet-12853	28	21	twin	twin	ADJ
cet-12853	28	22	-	-	PUNCT
cet-12853	28	23	screw	screw	NOUN
cet-12853	28	24	extruder	extruder	NOUN
cet-12853	28	25	has	have	AUX
cet-12853	28	26	been	be	AUX
cet-12853	28	27	proposed	propose	VERB
cet-12853	28	28	.	.	PUNCT
cet-12853	29	1	in	in	ADP
cet-12853	29	2	contrast	contrast	NOUN
cet-12853	29	3	to	to	ADP
cet-12853	29	4	the	the	DET
cet-12853	29	5	inflexible	inflexible	ADJ
cet-12853	29	6	batch	batch	NOUN
cet-12853	29	7	production	production	NOUN
cet-12853	29	8	,	,	PUNCT
cet-12853	29	9	the	the	DET
cet-12853	29	10	reactive	reactive	ADJ
cet-12853	29	11	extrusion	extrusion	NOUN
cet-12853	29	12	process	process	NOUN
cet-12853	29	13	can	can	AUX
cet-12853	29	14	change	change	VERB
cet-12853	29	15	between	between	ADP
cet-12853	29	16	different	different	ADJ
cet-12853	29	17	product	product	NOUN
cet-12853	29	18	grades	grade	NOUN
cet-12853	29	19	and	and	CCONJ
cet-12853	29	20	throughputs	throughput	NOUN
cet-12853	29	21	within	within	ADP
cet-12853	29	22	minutes	minute	NOUN
cet-12853	29	23	and	and	CCONJ
cet-12853	29	24	is	be	AUX
cet-12853	29	25	therefore	therefore	ADV
cet-12853	29	26	suitable	suitable	ADJ
cet-12853	29	27	for	for	ADP
cet-12853	29	28	an	an	DET
cet-12853	29	29	optimized	optimize	VERB
cet-12853	29	30	generation	generation	NOUN
cet-12853	29	31	-	-	PUNCT
cet-12853	29	32	aware	aware	ADJ
cet-12853	29	33	electrified	electrified	ADJ
cet-12853	29	34	production	production	NOUN
cet-12853	29	35	.	.	PUNCT
cet-12853	30	1	more	more	ADJ
cet-12853	30	2	viscous	viscous	ADJ
cet-12853	30	3	product	product	NOUN
cet-12853	30	4	grades	grade	NOUN
cet-12853	30	5	require	require	VERB
cet-12853	30	6	higher	high	ADJ
cet-12853	30	7	energy	energy	NOUN
cet-12853	30	8	31	31	NUM
cet-12853	30	9	input	input	NOUN
cet-12853	30	10	during	during	ADP
cet-12853	30	11	the	the	DET
cet-12853	30	12	production	production	NOUN
cet-12853	30	13	and	and	CCONJ
cet-12853	30	14	should	should	AUX
cet-12853	30	15	therefore	therefore	ADV
cet-12853	30	16	be	be	AUX
cet-12853	30	17	scheduled	schedule	VERB
cet-12853	30	18	when	when	SCONJ
cet-12853	30	19	energy	energy	NOUN
cet-12853	30	20	is	be	AUX
cet-12853	30	21	cheap	cheap	ADJ
cet-12853	30	22	.	.	PUNCT
cet-12853	31	1	besides	besides	SCONJ
cet-12853	31	2	the	the	DET
cet-12853	31	3	energy	energy	NOUN
cet-12853	31	4	costs	cost	NOUN
cet-12853	31	5	,	,	PUNCT
cet-12853	31	6	the	the	DET
cet-12853	31	7	carbon	carbon	NOUN
cet-12853	31	8	dioxide	dioxide	NOUN
cet-12853	31	9	emissions	emission	NOUN
cet-12853	31	10	are	be	AUX
cet-12853	31	11	considered	consider	VERB
cet-12853	31	12	that	that	DET
cet-12853	31	13	result	result	NOUN
cet-12853	31	14	from	from	ADP
cet-12853	31	15	the	the	DET
cet-12853	31	16	time	time	NOUN
cet-12853	31	17	varying	vary	VERB
cet-12853	31	18	mix	mix	NOUN
cet-12853	31	19	of	of	ADP
cet-12853	31	20	power	power	NOUN
cet-12853	31	21	sources	source	NOUN
cet-12853	31	22	and	and	CCONJ
cet-12853	31	23	affect	affect	VERB
cet-12853	31	24	the	the	DET
cet-12853	31	25	overall	overall	ADJ
cet-12853	31	26	sustainability	sustainability	NOUN
cet-12853	31	27	of	of	ADP
cet-12853	31	28	the	the	DET
cet-12853	31	29	product	product	NOUN
cet-12853	31	30	.	.	PUNCT
cet-12853	32	1	2	2	X
cet-12853	32	2	.	.	X
cet-12853	32	3	method	method	VERB
cet-12853	32	4	2.1	2.1	NUM
cet-12853	32	5	energy	energy	NOUN
cet-12853	32	6	grid	grid	NOUN
cet-12853	32	7	data	datum	NOUN
cet-12853	32	8	within	within	ADP
cet-12853	32	9	this	this	DET
cet-12853	32	10	investigation	investigation	NOUN
cet-12853	32	11	,	,	PUNCT
cet-12853	32	12	data	datum	NOUN
cet-12853	32	13	from	from	ADP
cet-12853	32	14	the	the	DET
cet-12853	32	15	german	german	ADJ
cet-12853	32	16	electricity	electricity	NOUN
cet-12853	32	17	grid	grid	NOUN
cet-12853	32	18	provided	provide	VERB
cet-12853	32	19	by	by	ADP
cet-12853	32	20	kleiner	kleiner	PROPN
cet-12853	32	21	(	(	PUNCT
cet-12853	32	22	2021	2021	NUM
cet-12853	32	23	)	)	PUNCT
cet-12853	32	24	for	for	ADP
cet-12853	32	25	2015	2015	NUM
cet-12853	32	26	-	-	SYM
cet-12853	32	27	2020	2020	NUM
cet-12853	32	28	is	be	AUX
cet-12853	32	29	used	use	VERB
cet-12853	32	30	.	.	PUNCT
cet-12853	33	1	by	by	ADP
cet-12853	33	2	the	the	DET
cet-12853	33	3	choice	choice	NOUN
cet-12853	33	4	of	of	ADP
cet-12853	33	5	data	datum	NOUN
cet-12853	33	6	from	from	ADP
cet-12853	33	7	early	early	ADJ
cet-12853	33	8	2020	2020	NUM
cet-12853	33	9	,	,	PUNCT
cet-12853	33	10	the	the	DET
cet-12853	33	11	study	study	NOUN
cet-12853	33	12	is	be	AUX
cet-12853	33	13	not	not	PART
cet-12853	33	14	impacted	impact	VERB
cet-12853	33	15	by	by	ADP
cet-12853	33	16	the	the	DET
cet-12853	33	17	effects	effect	NOUN
cet-12853	33	18	of	of	ADP
cet-12853	33	19	the	the	DET
cet-12853	33	20	corona	corona	NOUN
cet-12853	33	21	crisis	crisis	NOUN
cet-12853	33	22	on	on	ADP
cet-12853	33	23	the	the	DET
cet-12853	33	24	generation	generation	NOUN
cet-12853	33	25	and	and	CCONJ
cet-12853	33	26	consumption	consumption	NOUN
cet-12853	33	27	.	.	PUNCT
cet-12853	34	1	the	the	DET
cet-12853	34	2	data	datum	NOUN
cet-12853	34	3	includes	include	VERB
cet-12853	34	4	information	information	NOUN
cet-12853	34	5	on	on	ADP
cet-12853	34	6	the	the	DET
cet-12853	34	7	day	day	NOUN
cet-12853	34	8	-	-	PUNCT
cet-12853	34	9	ahead	ahead	NOUN
cet-12853	34	10	price	price	NOUN
cet-12853	34	11	,	,	PUNCT
cet-12853	34	12	the	the	DET
cet-12853	34	13	energy	energy	NOUN
cet-12853	34	14	grid	grid	NOUN
cet-12853	34	15	mix	mix	NOUN
cet-12853	34	16	and	and	CCONJ
cet-12853	34	17	consumption	consumption	NOUN
cet-12853	34	18	.	.	PUNCT
cet-12853	35	1	the	the	DET
cet-12853	35	2	resolution	resolution	NOUN
cet-12853	35	3	of	of	ADP
cet-12853	35	4	the	the	DET
cet-12853	35	5	data	data	NOUN
cet-12853	35	6	is	be	AUX
cet-12853	35	7	hourly	hourly	ADJ
cet-12853	35	8	.	.	PUNCT
cet-12853	36	1	2.2	2.2	NUM
cet-12853	36	2	plant	plant	NOUN
cet-12853	36	3	model	model	NOUN
cet-12853	36	4	for	for	ADP
cet-12853	36	5	the	the	DET
cet-12853	36	6	production	production	NOUN
cet-12853	36	7	of	of	ADP
cet-12853	36	8	the	the	DET
cet-12853	36	9	paint	paint	NOUN
cet-12853	36	10	thickeners	thickener	NOUN
cet-12853	36	11	,	,	PUNCT
cet-12853	36	12	here	here	ADV
cet-12853	36	13	hydrophobically	hydrophobically	ADV
cet-12853	36	14	modified	modify	VERB
cet-12853	36	15	ethoxylated	ethoxylate	VERB
cet-12853	36	16	urethanes	urethane	NOUN
cet-12853	36	17	(	(	PUNCT
cet-12853	36	18	heur	heur	NOUN
cet-12853	36	19	)	)	PUNCT
cet-12853	36	20	,	,	PUNCT
cet-12853	36	21	a	a	DET
cet-12853	36	22	twinscrew	twinscrew	ADJ
cet-12853	36	23	extruder	extruder	NOUN
cet-12853	36	24	is	be	AUX
cet-12853	36	25	used	use	VERB
cet-12853	36	26	in	in	ADP
cet-12853	36	27	contrast	contrast	NOUN
cet-12853	36	28	to	to	ADP
cet-12853	36	29	the	the	DET
cet-12853	36	30	conventional	conventional	ADJ
cet-12853	36	31	batch	batch	NOUN
cet-12853	36	32	production	production	NOUN
cet-12853	36	33	.	.	PUNCT
cet-12853	37	1	for	for	ADP
cet-12853	37	2	this	this	DET
cet-12853	37	3	production	production	NOUN
cet-12853	37	4	,	,	PUNCT
cet-12853	37	5	long	long	ADV
cet-12853	37	6	chained	chain	VERB
cet-12853	37	7	polyethylene	polyethylene	NOUN
cet-12853	37	8	glycol	glycol	NOUN
cet-12853	37	9	(	(	PUNCT
cet-12853	37	10	peg	peg	NOUN
cet-12853	37	11	)	)	PUNCT
cet-12853	37	12	reacts	react	VERB
cet-12853	37	13	with	with	ADP
cet-12853	37	14	di	di	NOUN
cet-12853	37	15	-	-	PUNCT
cet-12853	37	16	isocyanates	isocyanate	NOUN
cet-12853	37	17	and	and	CCONJ
cet-12853	37	18	octanol	octanol	NOUN
cet-12853	37	19	as	as	ADP
cet-12853	37	20	short	short	ADJ
cet-12853	37	21	chained	chain	VERB
cet-12853	37	22	alcohol	alcohol	NOUN
cet-12853	37	23	endcapper	endcapper	NOUN
cet-12853	37	24	as	as	SCONJ
cet-12853	37	25	proposed	propose	VERB
cet-12853	37	26	by	by	ADP
cet-12853	37	27	reuvers	reuver	NOUN
cet-12853	37	28	(	(	PUNCT
cet-12853	37	29	1999	1999	NUM
cet-12853	37	30	)	)	PUNCT
cet-12853	37	31	.	.	PUNCT
cet-12853	38	1	for	for	ADP
cet-12853	38	2	the	the	DET
cet-12853	38	3	optimization	optimization	NOUN
cet-12853	38	4	of	of	ADP
cet-12853	38	5	the	the	DET
cet-12853	38	6	steady	steady	ADJ
cet-12853	38	7	-	-	PUNCT
cet-12853	38	8	state	state	NOUN
cet-12853	38	9	set	set	NOUN
cet-12853	38	10	points	point	NOUN
cet-12853	38	11	,	,	PUNCT
cet-12853	38	12	the	the	DET
cet-12853	38	13	mechanistic	mechanistic	ADJ
cet-12853	38	14	twin	twin	ADJ
cet-12853	38	15	-	-	PUNCT
cet-12853	38	16	screw	screw	NOUN
cet-12853	38	17	extruder	extruder	NOUN
cet-12853	38	18	model	model	NOUN
cet-12853	38	19	developed	develop	VERB
cet-12853	38	20	by	by	ADP
cet-12853	38	21	eitzlmayr	eitzlmayr	NOUN
cet-12853	38	22	(	(	PUNCT
cet-12853	38	23	2014	2014	NUM
cet-12853	38	24	)	)	PUNCT
cet-12853	38	25	has	have	AUX
cet-12853	38	26	been	be	AUX
cet-12853	38	27	extended	extend	VERB
cet-12853	38	28	in	in	ADP
cet-12853	38	29	cegla	cegla	NOUN
cet-12853	38	30	(	(	PUNCT
cet-12853	38	31	2021	2021	NUM
cet-12853	38	32	)	)	PUNCT
cet-12853	38	33	for	for	ADP
cet-12853	38	34	the	the	DET
cet-12853	38	35	reactive	reactive	ADJ
cet-12853	38	36	extrusion	extrusion	NOUN
cet-12853	38	37	case	case	NOUN
cet-12853	38	38	.	.	PUNCT
cet-12853	39	1	the	the	DET
cet-12853	39	2	two	two	NUM
cet-12853	39	3	main	main	ADJ
cet-12853	39	4	contributions	contribution	NOUN
cet-12853	39	5	to	to	ADP
cet-12853	39	6	the	the	DET
cet-12853	39	7	energy	energy	NOUN
cet-12853	39	8	demand	demand	NOUN
cet-12853	39	9	of	of	ADP
cet-12853	39	10	the	the	DET
cet-12853	39	11	twin	twin	ADJ
cet-12853	39	12	-	-	PUNCT
cet-12853	39	13	screw	screw	NOUN
cet-12853	39	14	extruders	extruder	NOUN
cet-12853	39	15	are	be	AUX
cet-12853	39	16	the	the	DET
cet-12853	39	17	electricity	electricity	NOUN
cet-12853	39	18	required	require	VERB
cet-12853	39	19	for	for	ADP
cet-12853	39	20	the	the	DET
cet-12853	39	21	motor	motor	NOUN
cet-12853	39	22	and	and	CCONJ
cet-12853	39	23	the	the	DET
cet-12853	39	24	electrical	electrical	ADJ
cet-12853	39	25	power	power	NOUN
cet-12853	39	26	for	for	ADP
cet-12853	39	27	the	the	DET
cet-12853	39	28	heating	heating	NOUN
cet-12853	39	29	elements	element	NOUN
cet-12853	39	30	attached	attach	VERB
cet-12853	39	31	to	to	ADP
cet-12853	39	32	each	each	DET
cet-12853	39	33	block	block	NOUN
cet-12853	39	34	.	.	PUNCT
cet-12853	40	1	in	in	ADP
cet-12853	40	2	addition	addition	NOUN
cet-12853	40	3	,	,	PUNCT
cet-12853	40	4	cooling	cool	VERB
cet-12853	40	5	water	water	NOUN
cet-12853	40	6	is	be	AUX
cet-12853	40	7	used	use	VERB
cet-12853	40	8	at	at	ADP
cet-12853	40	9	ambient	ambient	ADJ
cet-12853	40	10	temperatures	temperature	NOUN
cet-12853	40	11	but	but	CCONJ
cet-12853	40	12	this	this	DET
cet-12853	40	13	contribution	contribution	NOUN
cet-12853	40	14	is	be	AUX
cet-12853	40	15	negligible	negligible	ADJ
cet-12853	40	16	as	as	SCONJ
cet-12853	40	17	it	it	PRON
cet-12853	40	18	can	can	AUX
cet-12853	40	19	be	be	AUX
cet-12853	40	20	provided	provide	VERB
cet-12853	40	21	by	by	ADP
cet-12853	40	22	small	small	ADJ
cet-12853	40	23	cooling	cool	VERB
cet-12853	40	24	towers	tower	NOUN
cet-12853	40	25	.	.	PUNCT
cet-12853	41	1	first	first	ADV
cet-12853	41	2	,	,	PUNCT
cet-12853	41	3	an	an	DET
cet-12853	41	4	optimization	optimization	NOUN
cet-12853	41	5	of	of	ADP
cet-12853	41	6	the	the	DET
cet-12853	41	7	operation	operation	NOUN
cet-12853	41	8	of	of	ADP
cet-12853	41	9	the	the	DET
cet-12853	41	10	extruder	extruder	NOUN
cet-12853	41	11	was	be	AUX
cet-12853	41	12	performed	perform	VERB
cet-12853	41	13	for	for	ADP
cet-12853	41	14	a	a	DET
cet-12853	41	15	fixed	fix	VERB
cet-12853	41	16	throughput	throughput	NOUN
cet-12853	41	17	by	by	ADP
cet-12853	41	18	varying	vary	VERB
cet-12853	41	19	the	the	DET
cet-12853	41	20	screw	screw	ADJ
cet-12853	41	21	rotation	rotation	NOUN
cet-12853	41	22	speed	speed	NOUN
cet-12853	41	23	,	,	PUNCT
cet-12853	41	24	the	the	DET
cet-12853	41	25	feed	feed	NOUN
cet-12853	41	26	rate	rate	NOUN
cet-12853	41	27	of	of	ADP
cet-12853	41	28	octanol	octanol	NOUN
cet-12853	41	29	as	as	ADV
cet-12853	41	30	well	well	ADV
cet-12853	41	31	as	as	ADP
cet-12853	41	32	the	the	DET
cet-12853	41	33	barrel	barrel	NOUN
cet-12853	41	34	temperature	temperature	NOUN
cet-12853	41	35	for	for	ADP
cet-12853	41	36	two	two	NUM
cet-12853	41	37	different	different	ADJ
cet-12853	41	38	product	product	NOUN
cet-12853	41	39	grades	grade	NOUN
cet-12853	41	40	.	.	PUNCT
cet-12853	42	1	as	as	ADP
cet-12853	42	2	the	the	DET
cet-12853	42	3	extruder	extruder	NOUN
cet-12853	42	4	,	,	PUNCT
cet-12853	42	5	a	a	DET
cet-12853	42	6	coperion	coperion	NOUN
cet-12853	43	1	76	76	NUM
cet-12853	43	2	mm	mm	INTJ
cet-12853	43	3	mv	mv	NOUN
cet-12853	43	4	extruder	extruder	NOUN
cet-12853	43	5	with	with	ADP
cet-12853	43	6	a	a	DET
cet-12853	43	7	length	length	NOUN
cet-12853	43	8	to	to	ADP
cet-12853	43	9	diameter	diameter	NOUN
cet-12853	43	10	ratio	ratio	NOUN
cet-12853	43	11	of	of	ADP
cet-12853	43	12	60	60	NUM
cet-12853	43	13	is	be	AUX
cet-12853	43	14	considered	consider	VERB
cet-12853	43	15	.	.	PUNCT
cet-12853	44	1	the	the	DET
cet-12853	44	2	first	first	ADJ
cet-12853	44	3	product	product	NOUN
cet-12853	44	4	has	have	VERB
cet-12853	44	5	a	a	DET
cet-12853	44	6	weight	weight	NOUN
cet-12853	44	7	average	average	ADJ
cet-12853	44	8	molecular	molecular	ADJ
cet-12853	44	9	weight	weight	NOUN
cet-12853	44	10	mw	mw	NOUN
cet-12853	44	11	of	of	ADP
cet-12853	44	12	40	40	NUM
cet-12853	44	13	to	to	PART
cet-12853	44	14	45	45	NUM
cet-12853	44	15	kg	kg	NOUN
cet-12853	44	16	/	/	SYM
cet-12853	44	17	mol	mol	PROPN
cet-12853	44	18	,	,	PUNCT
cet-12853	44	19	the	the	DET
cet-12853	44	20	second	second	ADJ
cet-12853	44	21	product	product	NOUN
cet-12853	44	22	in	in	ADP
cet-12853	44	23	the	the	DET
cet-12853	44	24	range	range	NOUN
cet-12853	44	25	of	of	ADP
cet-12853	44	26	50	50	NUM
cet-12853	44	27	to	to	PART
cet-12853	44	28	55	55	NUM
cet-12853	44	29	kg	kg	NOUN
cet-12853	44	30	/	/	SYM
cet-12853	44	31	mol	mol	PROPN
cet-12853	44	32	.	.	PUNCT
cet-12853	45	1	production	production	NOUN
cet-12853	45	2	of	of	ADP
cet-12853	45	3	a	a	DET
cet-12853	45	4	product	product	NOUN
cet-12853	45	5	with	with	ADP
cet-12853	45	6	higher	high	ADJ
cet-12853	45	7	molecular	molecular	ADJ
cet-12853	45	8	weight	weight	NOUN
cet-12853	45	9	requires	require	VERB
cet-12853	45	10	longer	long	ADJ
cet-12853	45	11	residence	residence	NOUN
cet-12853	45	12	times	time	NOUN
cet-12853	45	13	or	or	CCONJ
cet-12853	45	14	higher	high	ADJ
cet-12853	45	15	temperatures	temperature	NOUN
cet-12853	45	16	.	.	PUNCT
cet-12853	46	1	furthermore	furthermore	ADV
cet-12853	46	2	,	,	PUNCT
cet-12853	46	3	a	a	DET
cet-12853	46	4	product	product	NOUN
cet-12853	46	5	with	with	ADP
cet-12853	46	6	a	a	DET
cet-12853	46	7	higher	high	ADJ
cet-12853	46	8	molecular	molecular	ADJ
cet-12853	46	9	weight	weight	NOUN
cet-12853	46	10	is	be	AUX
cet-12853	46	11	more	more	ADV
cet-12853	46	12	viscous	viscous	ADJ
cet-12853	46	13	and	and	CCONJ
cet-12853	46	14	therefore	therefore	ADV
cet-12853	46	15	the	the	DET
cet-12853	46	16	extruder	extruder	NOUN
cet-12853	46	17	requires	require	VERB
cet-12853	46	18	a	a	DET
cet-12853	46	19	higher	high	ADJ
cet-12853	46	20	mechanical	mechanical	ADJ
cet-12853	46	21	energy	energy	NOUN
cet-12853	46	22	input	input	NOUN
cet-12853	46	23	.	.	PUNCT
cet-12853	47	1	the	the	DET
cet-12853	47	2	screw	screw	ADJ
cet-12853	47	3	geometry	geometry	NOUN
cet-12853	47	4	was	be	AUX
cet-12853	47	5	fixed	fix	VERB
cet-12853	47	6	as	as	SCONJ
cet-12853	47	7	it	it	PRON
cet-12853	47	8	can	can	AUX
cet-12853	47	9	not	not	PART
cet-12853	47	10	be	be	AUX
cet-12853	47	11	adjusted	adjust	VERB
cet-12853	47	12	between	between	ADP
cet-12853	47	13	set	set	NOUN
cet-12853	47	14	-	-	PUNCT
cet-12853	47	15	point	point	NOUN
cet-12853	47	16	changes	change	NOUN
cet-12853	47	17	during	during	ADP
cet-12853	47	18	normal	normal	ADJ
cet-12853	47	19	operation	operation	NOUN
cet-12853	47	20	.	.	PUNCT
cet-12853	48	1	the	the	DET
cet-12853	48	2	results	result	NOUN
cet-12853	48	3	of	of	ADP
cet-12853	48	4	the	the	DET
cet-12853	48	5	optimization	optimization	NOUN
cet-12853	48	6	of	of	ADP
cet-12853	48	7	the	the	DET
cet-12853	48	8	rigorous	rigorous	ADJ
cet-12853	48	9	model	model	NOUN
cet-12853	48	10	are	be	AUX
cet-12853	48	11	shown	show	VERB
cet-12853	48	12	in	in	ADP
cet-12853	48	13	figure	figure	NOUN
cet-12853	48	14	1	1	NUM
cet-12853	48	15	.	.	PUNCT
cet-12853	49	1	the	the	DET
cet-12853	49	2	optimization	optimization	NOUN
cet-12853	49	3	was	be	AUX
cet-12853	49	4	performed	perform	VERB
cet-12853	49	5	using	use	VERB
cet-12853	49	6	the	the	DET
cet-12853	49	7	interior	interior	ADJ
cet-12853	49	8	-	-	PUNCT
cet-12853	49	9	point	point	NOUN
cet-12853	49	10	algorithm	algorithm	NOUN
cet-12853	49	11	of	of	ADP
cet-12853	49	12	the	the	DET
cet-12853	49	13	fmincon	fmincon	NOUN
cet-12853	49	14	solver	solver	PROPN
cet-12853	49	15	in	in	ADP
cet-12853	49	16	matlab	matlab	PROPN
cet-12853	49	17	.	.	PUNCT
cet-12853	50	1	the	the	DET
cet-12853	50	2	production	production	NOUN
cet-12853	50	3	of	of	ADP
cet-12853	50	4	the	the	DET
cet-12853	50	5	second	second	ADJ
cet-12853	50	6	product	product	NOUN
cet-12853	50	7	requires	require	VERB
cet-12853	50	8	significantly	significantly	ADV
cet-12853	50	9	more	more	ADJ
cet-12853	50	10	energy	energy	NOUN
cet-12853	50	11	as	as	SCONJ
cet-12853	50	12	it	it	PRON
cet-12853	50	13	is	be	AUX
cet-12853	50	14	more	more	ADV
cet-12853	50	15	viscous	viscous	ADJ
cet-12853	50	16	.	.	PUNCT
cet-12853	51	1	the	the	DET
cet-12853	51	2	extruder	extruder	NOUN
cet-12853	51	3	operates	operate	VERB
cet-12853	51	4	most	most	ADV
cet-12853	51	5	efficiently	efficiently	ADV
cet-12853	51	6	at	at	ADP
cet-12853	51	7	throughputs	throughput	NOUN
cet-12853	51	8	of	of	ADP
cet-12853	51	9	about	about	ADV
cet-12853	51	10	650	650	NUM
cet-12853	51	11	kg	kg	NOUN
cet-12853	51	12	/	/	SYM
cet-12853	51	13	h.	h.	NOUN
cet-12853	51	14	at	at	ADP
cet-12853	51	15	lower	low	ADJ
cet-12853	51	16	throughputs	throughput	NOUN
cet-12853	51	17	,	,	PUNCT
cet-12853	51	18	the	the	DET
cet-12853	51	19	high	high	ADJ
cet-12853	51	20	residence	residence	NOUN
cet-12853	51	21	time	time	NOUN
cet-12853	51	22	of	of	ADP
cet-12853	51	23	the	the	DET
cet-12853	51	24	viscous	viscous	ADJ
cet-12853	51	25	paint	paint	NOUN
cet-12853	51	26	thickeners	thickener	NOUN
cet-12853	51	27	makes	make	VERB
cet-12853	51	28	the	the	DET
cet-12853	51	29	production	production	NOUN
cet-12853	51	30	inefficient	inefficient	ADJ
cet-12853	51	31	while	while	SCONJ
cet-12853	51	32	at	at	ADP
cet-12853	51	33	higher	high	ADJ
cet-12853	51	34	throughputs	throughput	NOUN
cet-12853	51	35	the	the	DET
cet-12853	51	36	process	process	NOUN
cet-12853	51	37	becomes	become	VERB
cet-12853	51	38	more	more	ADV
cet-12853	51	39	inefficient	inefficient	ADJ
cet-12853	51	40	due	due	ADP
cet-12853	51	41	to	to	ADP
cet-12853	51	42	more	more	ADJ
cet-12853	51	43	dissipation	dissipation	NOUN
cet-12853	51	44	of	of	ADP
cet-12853	51	45	energy	energy	NOUN
cet-12853	51	46	by	by	ADP
cet-12853	51	47	a	a	DET
cet-12853	51	48	faster	fast	ADJ
cet-12853	51	49	rotation	rotation	NOUN
cet-12853	51	50	speed	speed	NOUN
cet-12853	51	51	of	of	ADP
cet-12853	51	52	the	the	DET
cet-12853	51	53	screw	screw	NOUN
cet-12853	51	54	.	.	PUNCT
cet-12853	52	1	figure	figure	NOUN
cet-12853	52	2	1	1	NUM
cet-12853	52	3	:	:	PUNCT
cet-12853	52	4	optimized	optimize	VERB
cet-12853	52	5	energy	energy	NOUN
cet-12853	52	6	demand	demand	NOUN
cet-12853	52	7	as	as	ADP
cet-12853	52	8	a	a	DET
cet-12853	52	9	function	function	NOUN
cet-12853	52	10	of	of	ADP
cet-12853	52	11	the	the	DET
cet-12853	52	12	throughput	throughput	NOUN
cet-12853	52	13	for	for	ADP
cet-12853	52	14	the	the	DET
cet-12853	52	15	two	two	NUM
cet-12853	52	16	product	product	NOUN
cet-12853	52	17	grades	grade	NOUN
cet-12853	52	18	and	and	CCONJ
cet-12853	52	19	quadratic	quadratic	ADJ
cet-12853	52	20	approximations	approximation	NOUN
cet-12853	52	21	of	of	ADP
cet-12853	52	22	the	the	DET
cet-12853	52	23	energy	energy	NOUN
cet-12853	52	24	demand	demand	NOUN
cet-12853	52	25	.	.	PUNCT
cet-12853	52	26	32	32	NUM
cet-12853	52	27	as	as	SCONJ
cet-12853	52	28	shown	show	VERB
cet-12853	52	29	in	in	ADP
cet-12853	52	30	figure	figure	NOUN
cet-12853	52	31	1	1	NUM
cet-12853	52	32	,	,	PUNCT
cet-12853	52	33	the	the	DET
cet-12853	52	34	total	total	ADJ
cet-12853	52	35	energy	energy	NOUN
cet-12853	52	36	consumption	consumption	NOUN
cet-12853	52	37	q	q	NOUN
cet-12853	52	38	of	of	ADP
cet-12853	52	39	the	the	DET
cet-12853	52	40	extruder	extruder	NOUN
cet-12853	52	41	as	as	ADP
cet-12853	52	42	function	function	NOUN
cet-12853	52	43	of	of	ADP
cet-12853	52	44	the	the	DET
cet-12853	52	45	throughput	throughput	NOUN
cet-12853	52	46	can	can	AUX
cet-12853	52	47	be	be	AUX
cet-12853	52	48	approximated	approximate	VERB
cet-12853	52	49	as	as	ADP
cet-12853	52	50	a	a	DET
cet-12853	52	51	3rd	3rd	ADJ
cet-12853	52	52	order	order	NOUN
cet-12853	52	53	polynomial	polynomial	ADJ
cet-12853	52	54	and	and	CCONJ
cet-12853	52	55	is	be	AUX
cet-12853	52	56	only	only	ADV
cet-12853	52	57	a	a	DET
cet-12853	52	58	function	function	NOUN
cet-12853	52	59	of	of	ADP
cet-12853	52	60	the	the	DET
cet-12853	52	61	throughput	throughput	NOUN
cet-12853	52	62	:	:	PUNCT
cet-12853	52	63	�	�	PROPN
cet-12853	52	64	̇	̇	PROPN
cet-12853	52	65	�	�	NOUN
cet-12853	52	66	𝑡,𝐴	𝑡,𝐴	NOUN
cet-12853	52	67	=	=	SYM
cet-12853	52	68	2.34	2.34	NUM
cet-12853	52	69	⋅	⋅	PROPN
cet-12853	52	70	10−5	10−5	PROPN
cet-12853	52	71	⋅	⋅	PROPN
cet-12853	52	72	�	�	PROPN
cet-12853	52	73	̇	̇	PROPN
cet-12853	52	74	�	�	NOUN
cet-12853	52	75	𝑡,𝐴	𝑡,𝐴	PROPN
cet-12853	52	76	3	3	NUM
cet-12853	52	77	−	−	PROPN
cet-12853	52	78	0.0340	0.0340	NUM
cet-12853	52	79	⋅	⋅	PROPN
cet-12853	52	80	�	�	PROPN
cet-12853	52	81	̇	̇	PROPN
cet-12853	52	82	�	�	NOUN
cet-12853	52	83	𝑡,𝐴	𝑡,𝐴	PROPN
cet-12853	52	84	2	2	NUM
cet-12853	52	85	+	+	CCONJ
cet-12853	52	86	21.98	21.98	NUM
cet-12853	52	87	⋅	⋅	PROPN
cet-12853	52	88	�	�	PROPN
cet-12853	52	89	̇	̇	PROPN
cet-12853	52	90	�	�	PROPN
cet-12853	52	91	𝑡,𝐴	𝑡,𝐴	PROPN
cet-12853	52	92	(	(	PUNCT
cet-12853	52	93	1	1	NUM
cet-12853	52	94	)	)	PUNCT
cet-12853	52	95	�	�	PROPN
cet-12853	52	96	̇	̇	VERB
cet-12853	52	97	�	�	PROPN
cet-12853	52	98	𝑡,𝐵	𝑡,𝐵	PROPN
cet-12853	52	99	=	=	PUNCT
cet-12853	52	100	3.20	3.20	NUM
cet-12853	52	101	⋅	⋅	PROPN
cet-12853	52	102	10−5	10−5	NUM
cet-12853	52	103	⋅	⋅	PROPN
cet-12853	52	104	�	�	PROPN
cet-12853	52	105	̇	̇	PROPN
cet-12853	52	106	�	�	PROPN
cet-12853	52	107	𝑡,𝐵	𝑡,𝐵	PROPN
cet-12853	52	108	3	3	NUM
cet-12853	52	109	−	−	PROPN
cet-12853	52	110	0.0478	0.0478	NUM
cet-12853	52	111	⋅	⋅	PROPN
cet-12853	52	112	�	�	PROPN
cet-12853	52	113	̇	̇	PROPN
cet-12853	52	114	�	�	PROPN
cet-12853	52	115	𝑡,𝐵	𝑡,𝐵	PROPN
cet-12853	52	116	2	2	NUM
cet-12853	52	117	+	+	NUM
cet-12853	52	118	32.57	32.57	NUM
cet-12853	52	119	⋅	⋅	PROPN
cet-12853	52	120	�	�	PROPN
cet-12853	52	121	̇	̇	PROPN
cet-12853	52	122	�	�	PROPN
cet-12853	52	123	𝑡,𝐵	𝑡,𝐵	PROPN
cet-12853	52	124	(	(	PUNCT
cet-12853	52	125	2	2	NUM
cet-12853	52	126	)	)	PUNCT
cet-12853	52	127	consequently	consequently	ADV
cet-12853	52	128	,	,	PUNCT
cet-12853	52	129	the	the	DET
cet-12853	52	130	optimal	optimal	ADJ
cet-12853	52	131	energy	energy	NOUN
cet-12853	52	132	input	input	NOUN
cet-12853	52	133	per	per	ADP
cet-12853	52	134	kg	kg	NOUN
cet-12853	52	135	of	of	ADP
cet-12853	52	136	throughput	throughput	NOUN
cet-12853	52	137	is	be	AUX
cet-12853	52	138	described	describe	VERB
cet-12853	52	139	by	by	ADP
cet-12853	52	140	a	a	DET
cet-12853	52	141	quadratic	quadratic	ADJ
cet-12853	52	142	function	function	NOUN
cet-12853	52	143	.	.	PUNCT
cet-12853	53	1	2.3	2.3	NUM
cet-12853	53	2	optimization	optimization	NOUN
cet-12853	53	3	problem	problem	NOUN
cet-12853	53	4	for	for	ADP
cet-12853	53	5	the	the	DET
cet-12853	53	6	optimal	optimal	ADJ
cet-12853	53	7	generation	generation	NOUN
cet-12853	53	8	-	-	PUNCT
cet-12853	53	9	aware	aware	ADJ
cet-12853	53	10	production	production	NOUN
cet-12853	53	11	planning	planning	NOUN
cet-12853	53	12	,	,	PUNCT
cet-12853	53	13	the	the	DET
cet-12853	53	14	goal	goal	NOUN
cet-12853	53	15	is	be	AUX
cet-12853	53	16	the	the	DET
cet-12853	53	17	minimization	minimization	NOUN
cet-12853	53	18	of	of	ADP
cet-12853	53	19	the	the	DET
cet-12853	53	20	overall	overall	ADJ
cet-12853	53	21	costs	cost	NOUN
cet-12853	53	22	for	for	ADP
cet-12853	53	23	a	a	DET
cet-12853	53	24	given	give	VERB
cet-12853	53	25	time	time	NOUN
cet-12853	53	26	frame	frame	NOUN
cet-12853	53	27	while	while	SCONJ
cet-12853	53	28	satisfying	satisfy	VERB
cet-12853	53	29	the	the	DET
cet-12853	53	30	production	production	NOUN
cet-12853	53	31	demand	demand	NOUN
cet-12853	53	32	d	d	PROPN
cet-12853	53	33	of	of	ADP
cet-12853	53	34	the	the	DET
cet-12853	53	35	i	i	PROPN
cet-12853	53	36	different	different	ADJ
cet-12853	53	37	products	product	NOUN
cet-12853	53	38	.	.	PUNCT
cet-12853	54	1	the	the	DET
cet-12853	54	2	cost	cost	NOUN
cet-12853	54	3	ct	ct	X
cet-12853	54	4	at	at	ADP
cet-12853	54	5	a	a	DET
cet-12853	54	6	given	give	VERB
cet-12853	54	7	time	time	NOUN
cet-12853	54	8	can	can	AUX
cet-12853	54	9	either	either	CCONJ
cet-12853	54	10	be	be	AUX
cet-12853	54	11	of	of	ADP
cet-12853	54	12	economic	economic	ADJ
cet-12853	54	13	nature	nature	NOUN
cet-12853	54	14	,	,	PUNCT
cet-12853	54	15	in	in	ADP
cet-12853	54	16	this	this	DET
cet-12853	54	17	work	work	NOUN
cet-12853	54	18	the	the	DET
cet-12853	54	19	day	day	NOUN
cet-12853	54	20	-	-	PUNCT
cet-12853	54	21	ahead	ahead	NOUN
cet-12853	54	22	electricity	electricity	NOUN
cet-12853	54	23	price	price	NOUN
cet-12853	54	24	is	be	AUX
cet-12853	54	25	used	use	VERB
cet-12853	54	26	,	,	PUNCT
cet-12853	54	27	or	or	CCONJ
cet-12853	54	28	of	of	ADP
cet-12853	54	29	ecologic	ecologic	ADJ
cet-12853	54	30	nature	nature	NOUN
cet-12853	54	31	for	for	ADP
cet-12853	54	32	example	example	NOUN
cet-12853	54	33	the	the	DET
cet-12853	54	34	energy	energy	NOUN
cet-12853	54	35	generation	generation	NOUN
cet-12853	54	36	emission	emission	NOUN
cet-12853	54	37	factor	factor	NOUN
cet-12853	54	38	.	.	PUNCT
cet-12853	55	1	the	the	DET
cet-12853	55	2	optimization	optimization	NOUN
cet-12853	55	3	variables	variable	NOUN
cet-12853	55	4	are	be	AUX
cet-12853	55	5	the	the	DET
cet-12853	55	6	throughput	throughput	NOUN
cet-12853	55	7	of	of	ADP
cet-12853	55	8	a	a	DET
cet-12853	55	9	machine	machine	NOUN
cet-12853	55	10	at	at	ADP
cet-12853	55	11	each	each	DET
cet-12853	55	12	point	point	NOUN
cet-12853	55	13	in	in	ADP
cet-12853	55	14	time	time	NOUN
cet-12853	55	15	that	that	PRON
cet-12853	55	16	is	be	AUX
cet-12853	55	17	used	use	VERB
cet-12853	55	18	for	for	ADP
cet-12853	55	19	the	the	DET
cet-12853	55	20	calculation	calculation	NOUN
cet-12853	55	21	of	of	ADP
cet-12853	55	22	the	the	DET
cet-12853	55	23	energy	energy	NOUN
cet-12853	55	24	demand	demand	NOUN
cet-12853	55	25	using	use	VERB
cet-12853	55	26	equations	equation	NOUN
cet-12853	55	27	1	1	NUM
cet-12853	55	28	and	and	CCONJ
cet-12853	55	29	2	2	NUM
cet-12853	55	30	.	.	PUNCT
cet-12853	55	31	using	use	VERB
cet-12853	55	32	a	a	DET
cet-12853	55	33	big	big	ADJ
cet-12853	55	34	m	m	NOUN
cet-12853	55	35	constraint	constraint	NOUN
cet-12853	55	36	it	it	PRON
cet-12853	55	37	is	be	AUX
cet-12853	55	38	enforced	enforce	VERB
cet-12853	55	39	that	that	SCONJ
cet-12853	55	40	only	only	ADV
cet-12853	55	41	one	one	NUM
cet-12853	55	42	product	product	NOUN
cet-12853	55	43	can	can	AUX
cet-12853	55	44	produced	produce	VERB
cet-12853	55	45	at	at	ADP
cet-12853	55	46	a	a	DET
cet-12853	55	47	time	time	NOUN
cet-12853	55	48	.	.	PUNCT
cet-12853	56	1	to	to	PART
cet-12853	56	2	improve	improve	VERB
cet-12853	56	3	the	the	DET
cet-12853	56	4	industrial	industrial	ADJ
cet-12853	56	5	acceptance	acceptance	NOUN
cet-12853	56	6	of	of	ADP
cet-12853	56	7	the	the	DET
cet-12853	56	8	solution	solution	NOUN
cet-12853	56	9	,	,	PUNCT
cet-12853	56	10	changes	change	NOUN
cet-12853	56	11	in	in	ADP
cet-12853	56	12	the	the	DET
cet-12853	56	13	throughputs	throughput	NOUN
cet-12853	56	14	are	be	AUX
cet-12853	56	15	penalized	penalize	VERB
cet-12853	56	16	to	to	PART
cet-12853	56	17	generate	generate	VERB
cet-12853	56	18	a	a	DET
cet-12853	56	19	smoother	smooth	ADJ
cet-12853	56	20	solution	solution	NOUN
cet-12853	56	21	.	.	PUNCT
cet-12853	57	1	the	the	DET
cet-12853	57	2	optimization	optimization	NOUN
cet-12853	57	3	problem	problem	NOUN
cet-12853	57	4	can	can	AUX
cet-12853	57	5	be	be	AUX
cet-12853	57	6	stated	state	VERB
cet-12853	57	7	as	as	SCONJ
cet-12853	57	8	follows	follow	VERB
cet-12853	57	9	:	:	PUNCT
cet-12853	57	10	min	min	NOUN
cet-12853	57	11	∑	∑	PROPN
cet-12853	57	12	∑	∑	PART
cet-12853	57	13	�	�	PROPN
cet-12853	57	14	̇	̇	PROPN
cet-12853	57	15	�	�	PROPN
cet-12853	57	16	𝑡,𝑖(	𝑡,𝑖(	PROPN
cet-12853	57	17	�	�	PROPN
cet-12853	57	18	̇	̇	PROPN
cet-12853	57	19	�	�	PROPN
cet-12853	57	20	𝑡,𝑖	𝑡,𝑖	NOUN
cet-12853	57	21	)	)	PUNCT
cet-12853	57	22	⋅	⋅	PROPN
cet-12853	57	23	𝑐𝑡	𝑐𝑡	ADP
cet-12853	57	24	𝑖	𝑖	PROPN
cet-12853	58	1	+	+	ADJ
cet-12853	58	2	∑	∑	PROPN
cet-12853	58	3	∑	∑	PROPN
cet-12853	58	4	𝛼	𝛼	PROPN
cet-12853	58	5	⋅	⋅	X
cet-12853	58	6	(	(	PUNCT
cet-12853	58	7	�	�	PROPN
cet-12853	58	8	̇	̇	PROPN
cet-12853	58	9	�	�	PROPN
cet-12853	58	10	𝑡+1,𝑖	𝑡+1,𝑖	PROPN
cet-12853	58	11	−	−	PROPN
cet-12853	58	12	�	�	PROPN
cet-12853	58	13	̇	̇	NOUN
cet-12853	58	14	�	�	PROPN
cet-12853	58	15	𝑡,𝑖)²	𝑡,𝑖)²	PROPN
cet-12853	58	16	𝑖	𝑖	SYM
cet-12853	58	17	𝑡𝑒𝑛𝑑−1	𝑡𝑒𝑛𝑑−1	PROPN
cet-12853	58	18	𝑡=1𝑡	𝑡=1𝑡	X
cet-12853	58	19	(	(	PUNCT
cet-12853	58	20	3	3	X
cet-12853	58	21	)	)	PUNCT
cet-12853	58	22	𝑠.	𝑠.	NOUN
cet-12853	58	23	𝑡	𝑡	PROPN
cet-12853	58	24	∑	∑	PROPN
cet-12853	58	25	�	�	PROPN
cet-12853	58	26	̇	̇	PROPN
cet-12853	58	27	�	�	PROPN
cet-12853	58	28	𝑡,𝑖	𝑡,𝑖	PROPN
cet-12853	58	29	𝑡	𝑡	PROPN
cet-12853	58	30	≥	≥	PROPN
cet-12853	58	31	𝑑𝑖	𝑑𝑖	PROPN
cet-12853	58	32	∀𝑖	∀𝑖	PROPN
cet-12853	58	33	,	,	PUNCT
cet-12853	58	34	�	�	PROPN
cet-12853	58	35	̇	̇	PROPN
cet-12853	58	36	�	�	PROPN
cet-12853	58	37	𝑡,𝑖	𝑡,𝑖	PROPN
cet-12853	58	38	≤	≤	PROPN
cet-12853	58	39	�	�	PROPN
cet-12853	58	40	̇	̇	PROPN
cet-12853	58	41	�	�	PROPN
cet-12853	58	42	𝑚𝑎𝑥,𝑖	𝑚𝑎𝑥,𝑖	PROPN
cet-12853	58	43	�	�	PROPN
cet-12853	58	44	̇	̇	PROPN
cet-12853	58	45	�	�	PROPN
cet-12853	58	46	𝑡,𝑖	𝑡,𝑖	PROPN
cet-12853	58	47	−	−	PROPN
cet-12853	58	48	𝑀	𝑀	PROPN
cet-12853	58	49	⋅	⋅	PROPN
cet-12853	58	50	𝑥𝑡,𝑖	𝑥𝑡,𝑖	X
cet-12853	58	51	≤	≤	X
cet-12853	58	52	0	0	NUM
cet-12853	58	53	,	,	PUNCT
cet-12853	58	54	𝑥𝑡,𝑖	𝑥𝑡,𝑖	X
cet-12853	58	55	∈	∈	PROPN
cet-12853	58	56	{	{	PUNCT
cet-12853	58	57	0,1	0,1	NOUN
cet-12853	58	58	}	}	PUNCT
cet-12853	58	59	this	this	DET
cet-12853	58	60	optimization	optimization	NOUN
cet-12853	58	61	problem	problem	NOUN
cet-12853	58	62	can	can	AUX
cet-12853	58	63	be	be	AUX
cet-12853	58	64	solved	solve	VERB
cet-12853	58	65	in	in	ADP
cet-12853	58	66	different	different	ADJ
cet-12853	58	67	ways	way	NOUN
cet-12853	58	68	.	.	PUNCT
cet-12853	59	1	for	for	ADP
cet-12853	59	2	two	two	NUM
cet-12853	59	3	products	product	NOUN
cet-12853	59	4	,	,	PUNCT
cet-12853	59	5	the	the	DET
cet-12853	59	6	original	original	ADJ
cet-12853	59	7	mixed	mixed	ADJ
cet-12853	59	8	integer	integer	NOUN
cet-12853	59	9	nonlinear	nonlinear	ADJ
cet-12853	59	10	programming	programming	NOUN
cet-12853	59	11	(	(	PUNCT
cet-12853	59	12	minlp	minlp	PROPN
cet-12853	59	13	)	)	PUNCT
cet-12853	59	14	problem	problem	NOUN
cet-12853	59	15	can	can	AUX
cet-12853	59	16	be	be	AUX
cet-12853	59	17	reformulated	reformulate	VERB
cet-12853	59	18	as	as	ADP
cet-12853	59	19	a	a	DET
cet-12853	59	20	nonlinear	nonlinear	ADJ
cet-12853	59	21	programming	programming	NOUN
cet-12853	59	22	(	(	PUNCT
cet-12853	59	23	nlp	nlp	NOUN
cet-12853	59	24	)	)	PUNCT
cet-12853	59	25	problem	problem	NOUN
cet-12853	59	26	with	with	ADP
cet-12853	59	27	a	a	DET
cet-12853	59	28	single	single	ADJ
cet-12853	59	29	throughput	throughput	NOUN
cet-12853	59	30	as	as	ADP
cet-12853	59	31	optimization	optimization	NOUN
cet-12853	59	32	variable	variable	NOUN
cet-12853	59	33	at	at	ADP
cet-12853	59	34	given	give	VERB
cet-12853	59	35	time	time	NOUN
cet-12853	59	36	point	point	NOUN
cet-12853	59	37	.	.	PUNCT
cet-12853	60	1	this	this	DET
cet-12853	60	2	reformulation	reformulation	NOUN
cet-12853	60	3	facilitates	facilitate	VERB
cet-12853	60	4	the	the	DET
cet-12853	60	5	solution	solution	NOUN
cet-12853	60	6	process	process	NOUN
cet-12853	60	7	significantly	significantly	ADV
cet-12853	60	8	.	.	PUNCT
cet-12853	61	1	in	in	ADP
cet-12853	61	2	this	this	DET
cet-12853	61	3	case	case	NOUN
cet-12853	61	4	,	,	PUNCT
cet-12853	61	5	a	a	DET
cet-12853	61	6	positive	positive	ADJ
cet-12853	61	7	throughput	throughput	NOUN
cet-12853	61	8	represents	represent	VERB
cet-12853	61	9	the	the	DET
cet-12853	61	10	first	first	ADJ
cet-12853	61	11	product	product	NOUN
cet-12853	61	12	and	and	CCONJ
cet-12853	61	13	negative	negative	ADJ
cet-12853	61	14	throughputs	throughput	NOUN
cet-12853	61	15	represents	represent	VERB
cet-12853	61	16	the	the	DET
cet-12853	61	17	production	production	NOUN
cet-12853	61	18	of	of	ADP
cet-12853	61	19	the	the	DET
cet-12853	61	20	second	second	ADJ
cet-12853	61	21	product	product	NOUN
cet-12853	61	22	.	.	PUNCT
cet-12853	62	1	the	the	DET
cet-12853	62	2	adapted	adapt	VERB
cet-12853	62	3	optimization	optimization	NOUN
cet-12853	62	4	problem	problem	NOUN
cet-12853	62	5	can	can	AUX
cet-12853	62	6	be	be	AUX
cet-12853	62	7	stated	state	VERB
cet-12853	62	8	as	as	SCONJ
cet-12853	62	9	follows	follow	VERB
cet-12853	62	10	:	:	PUNCT
cet-12853	62	11	min	min	PROPN
cet-12853	62	12	∑	∑	PROPN
cet-12853	62	13	�	�	PROPN
cet-12853	62	14	̇	̇	PROPN
cet-12853	62	15	�	�	PROPN
cet-12853	62	16	𝑡,1(max	𝑡,1(max	PROPN
cet-12853	62	17	(	(	PUNCT
cet-12853	62	18	0	0	NUM
cet-12853	62	19	,	,	PUNCT
cet-12853	62	20	�	�	PROPN
cet-12853	62	21	̇	̇	PROPN
cet-12853	62	22	�	�	PROPN
cet-12853	62	23	𝑡	𝑡	NOUN
cet-12853	62	24	)	)	PUNCT
cet-12853	62	25	)	)	PUNCT
cet-12853	63	1	⋅	⋅	PROPN
cet-12853	63	2	𝑐𝑡	𝑐𝑡	ADP
cet-12853	63	3	+	+	CCONJ
cet-12853	63	4	∑	∑	PROPN
cet-12853	63	5	�	�	PROPN
cet-12853	63	6	̇	̇	PROPN
cet-12853	63	7	�	�	NOUN
cet-12853	63	8	𝑡,2(abs(min	𝑡,2(abs(min	NOUN
cet-12853	63	9	(	(	PUNCT
cet-12853	63	10	0	0	NUM
cet-12853	63	11	,	,	PUNCT
cet-12853	63	12	�	�	PROPN
cet-12853	63	13	̇	̇	PROPN
cet-12853	63	14	�	�	PROPN
cet-12853	63	15	𝑡	𝑡	NOUN
cet-12853	63	16	)	)	PUNCT
cet-12853	63	17	)	)	PUNCT
cet-12853	64	1	⋅	⋅	PROPN
cet-12853	64	2	𝑐𝑡	𝑐𝑡	X
cet-12853	64	3	+	+	PUNCT
cet-12853	64	4	𝑡	𝑡	PROPN
cet-12853	64	5	∑	∑	PROPN
cet-12853	64	6	∑	∑	PROPN
cet-12853	64	7	𝛼	𝛼	PROPN
cet-12853	64	8	⋅	⋅	X
cet-12853	64	9	(	(	PUNCT
cet-12853	64	10	�	�	PROPN
cet-12853	64	11	̇	̇	PROPN
cet-12853	64	12	�	�	PROPN
cet-12853	64	13	𝑡+1,𝑖	𝑡+1,𝑖	PROPN
cet-12853	64	14	−	−	PROPN
cet-12853	64	15	�	�	PROPN
cet-12853	64	16	̇	̇	NOUN
cet-12853	64	17	�	�	PROPN
cet-12853	64	18	𝑡,𝑖)²	𝑡,𝑖)²	PROPN
cet-12853	64	19	𝑖	𝑖	SYM
cet-12853	64	20	𝑡𝑒𝑛𝑑−1	𝑡𝑒𝑛𝑑−1	PROPN
cet-12853	64	21	𝑡=1𝑡	𝑡=1𝑡	X
cet-12853	64	22	(	(	PUNCT
cet-12853	64	23	4	4	X
cet-12853	64	24	)	)	PUNCT
cet-12853	64	25	𝑠.	𝑠.	NOUN
cet-12853	64	26	𝑡	𝑡	PROPN
cet-12853	64	27	∑	∑	PROPN
cet-12853	64	28	max	max	PROPN
cet-12853	64	29	(	(	PUNCT
cet-12853	64	30	0	0	NUM
cet-12853	64	31	,	,	PUNCT
cet-12853	64	32	�	�	PROPN
cet-12853	64	33	̇	̇	PROPN
cet-12853	64	34	�	�	PROPN
cet-12853	64	35	𝑡	𝑡	PROPN
cet-12853	64	36	𝑡	𝑡	PROPN
cet-12853	64	37	)	)	PUNCT
cet-12853	64	38	<	<	X
cet-12853	64	39	𝑑1	𝑑1	NOUN
cet-12853	64	40	,	,	PUNCT
cet-12853	64	41	∑	∑	ADV
cet-12853	64	42	abs(min(0	abs(min(0	PROPN
cet-12853	64	43	,	,	PUNCT
cet-12853	64	44	�	�	PROPN
cet-12853	64	45	̇	̇	PROPN
cet-12853	64	46	�	�	PROPN
cet-12853	64	47	𝑡	𝑡	NOUN
cet-12853	64	48	)	)	PUNCT
cet-12853	64	49	)	)	PUNCT
cet-12853	64	50	𝑡	𝑡	X
cet-12853	64	51	<	<	X
cet-12853	64	52	𝑑2	𝑑2	NOUN
cet-12853	64	53	,	,	PUNCT
cet-12853	64	54	−	−	PROPN
cet-12853	64	55	�	�	NOUN
cet-12853	64	56	̇	̇	VERB
cet-12853	64	57	�	�	PROPN
cet-12853	64	58	𝑚𝑎𝑥,1	𝑚𝑎𝑥,1	ADJ
cet-12853	64	59	≤	≤	NUM
cet-12853	64	60	�	�	PROPN
cet-12853	64	61	̇	̇	NOUN
cet-12853	64	62	�	�	PROPN
cet-12853	64	63	𝑡	𝑡	PROPN
cet-12853	64	64	≤	≤	PROPN
cet-12853	64	65	�	�	PROPN
cet-12853	64	66	̇	̇	PROPN
cet-12853	64	67	�	�	PROPN
cet-12853	64	68	𝑚𝑎𝑥,2	𝑚𝑎𝑥,2	NOUN
cet-12853	64	69	3	3	NUM
cet-12853	64	70	.	.	NOUN
cet-12853	64	71	results	result	VERB
cet-12853	64	72	3.1	3.1	NUM
cet-12853	64	73	economic	economic	ADJ
cet-12853	64	74	optimization	optimization	NOUN
cet-12853	64	75	the	the	DET
cet-12853	64	76	first	first	ADJ
cet-12853	64	77	investigated	investigate	VERB
cet-12853	64	78	case	case	NOUN
cet-12853	64	79	is	be	AUX
cet-12853	64	80	the	the	DET
cet-12853	64	81	optimization	optimization	NOUN
cet-12853	64	82	of	of	ADP
cet-12853	64	83	the	the	DET
cet-12853	64	84	energy	energy	NOUN
cet-12853	64	85	cost	cost	NOUN
cet-12853	64	86	.	.	PUNCT
cet-12853	65	1	the	the	DET
cet-12853	65	2	demands	demand	NOUN
cet-12853	65	3	for	for	ADP
cet-12853	65	4	the	the	DET
cet-12853	65	5	two	two	NUM
cet-12853	65	6	products	product	NOUN
cet-12853	65	7	are	be	AUX
cet-12853	65	8	assumed	assume	VERB
cet-12853	65	9	as	as	ADP
cet-12853	65	10	50	50	NUM
cet-12853	65	11	tons	ton	NOUN
cet-12853	65	12	of	of	ADP
cet-12853	65	13	grade	grade	NOUN
cet-12853	65	14	a	a	PRON
cet-12853	65	15	and	and	CCONJ
cet-12853	65	16	15	15	NUM
cet-12853	65	17	tons	ton	NOUN
cet-12853	65	18	of	of	ADP
cet-12853	65	19	grade	grade	NOUN
cet-12853	65	20	b	b	NOUN
cet-12853	65	21	during	during	ADP
cet-12853	65	22	one	one	NUM
cet-12853	65	23	week	week	NOUN
cet-12853	65	24	(	(	PUNCT
cet-12853	65	25	168	168	NUM
cet-12853	65	26	h	h	NOUN
cet-12853	65	27	)	)	PUNCT
cet-12853	65	28	.	.	PUNCT
cet-12853	66	1	in	in	ADP
cet-12853	66	2	the	the	DET
cet-12853	66	3	considered	consider	VERB
cet-12853	66	4	period	period	NOUN
cet-12853	66	5	between	between	ADP
cet-12853	66	6	13.01.2020	13.01.2020	PROPN
cet-12853	66	7	00:00	00:00	NUM
cet-12853	66	8	and	and	CCONJ
cet-12853	66	9	20.01.2020	20.01.2020	NUM
cet-12853	66	10	00:00	00:00	NUM
cet-12853	66	11	,	,	PUNCT
cet-12853	66	12	the	the	DET
cet-12853	66	13	day	day	NOUN
cet-12853	66	14	-	-	PUNCT
cet-12853	66	15	ahead	ahead	NOUN
cet-12853	66	16	price	price	NOUN
cet-12853	66	17	for	for	ADP
cet-12853	66	18	electricity	electricity	NOUN
cet-12853	66	19	was	be	AUX
cet-12853	66	20	in	in	ADP
cet-12853	66	21	the	the	DET
cet-12853	66	22	range	range	NOUN
cet-12853	66	23	between	between	ADP
cet-12853	66	24	0.11	0.11	NUM
cet-12853	66	25	and	and	CCONJ
cet-12853	66	26	52.93	52.93	NUM
cet-12853	66	27	€	€	NUM
cet-12853	66	28	/mwh	/mwh	NOUN
cet-12853	66	29	with	with	ADP
cet-12853	66	30	an	an	DET
cet-12853	66	31	average	average	ADJ
cet-12853	66	32	price	price	NOUN
cet-12853	66	33	of	of	ADP
cet-12853	66	34	32.4	32.4	NUM
cet-12853	66	35	€	€	NUM
cet-12853	66	36	/mwh	/mwh	PROPN
cet-12853	66	37	.	.	PUNCT
cet-12853	67	1	to	to	PART
cet-12853	67	2	meet	meet	VERB
cet-12853	67	3	the	the	DET
cet-12853	67	4	demands	demand	NOUN
cet-12853	67	5	,	,	PUNCT
cet-12853	67	6	an	an	DET
cet-12853	67	7	average	average	ADJ
cet-12853	67	8	throughput	throughput	NOUN
cet-12853	67	9	of	of	ADP
cet-12853	67	10	386	386	NUM
cet-12853	67	11	kg	kg	NOUN
cet-12853	67	12	/	/	SYM
cet-12853	67	13	h	h	NOUN
cet-12853	67	14	is	be	AUX
cet-12853	67	15	required	require	VERB
cet-12853	67	16	.	.	PUNCT
cet-12853	68	1	the	the	DET
cet-12853	68	2	problem	problem	NOUN
cet-12853	68	3	was	be	AUX
cet-12853	68	4	solved	solve	VERB
cet-12853	68	5	with	with	ADP
cet-12853	68	6	a	a	DET
cet-12853	68	7	time	time	NOUN
cet-12853	68	8	resolution	resolution	NOUN
cet-12853	68	9	of	of	ADP
cet-12853	68	10	1	1	NUM
cet-12853	68	11	h	h	NOUN
cet-12853	68	12	using	use	VERB
cet-12853	68	13	the	the	DET
cet-12853	68	14	interior	interior	ADJ
cet-12853	68	15	-	-	PUNCT
cet-12853	68	16	point	point	NOUN
cet-12853	68	17	algorithm	algorithm	NOUN
cet-12853	68	18	of	of	ADP
cet-12853	68	19	the	the	DET
cet-12853	68	20	fmincon	fmincon	NOUN
cet-12853	68	21	solver	solver	PROPN
cet-12853	68	22	in	in	ADP
cet-12853	68	23	matlab	matlab	PROPN
cet-12853	68	24	.	.	PUNCT
cet-12853	69	1	as	as	SCONJ
cet-12853	69	2	it	it	PRON
cet-12853	69	3	is	be	AUX
cet-12853	69	4	a	a	DET
cet-12853	69	5	local	local	ADJ
cet-12853	69	6	solver	solver	NOUN
cet-12853	69	7	,	,	PUNCT
cet-12853	69	8	the	the	DET
cet-12853	69	9	optimization	optimization	NOUN
cet-12853	69	10	was	be	AUX
cet-12853	69	11	carried	carry	VERB
cet-12853	69	12	out	out	ADP
cet-12853	69	13	10,000	10,000	NUM
cet-12853	69	14	times	time	NOUN
cet-12853	69	15	using	use	VERB
cet-12853	69	16	different	different	ADJ
cet-12853	69	17	random	random	ADJ
cet-12853	69	18	initializations	initialization	NOUN
cet-12853	69	19	as	as	ADV
cet-12853	69	20	well	well	ADV
cet-12853	69	21	as	as	ADP
cet-12853	69	22	initializing	initialize	VERB
cet-12853	69	23	once	once	ADV
cet-12853	69	24	with	with	ADP
cet-12853	69	25	a	a	DET
cet-12853	69	26	previous	previous	ADJ
cet-12853	69	27	optimization	optimization	NOUN
cet-12853	69	28	result	result	NOUN
cet-12853	69	29	with	with	ADP
cet-12853	69	30	a	a	DET
cet-12853	69	31	coarser	coarse	ADJ
cet-12853	69	32	time	time	NOUN
cet-12853	69	33	discretization	discretization	NOUN
cet-12853	69	34	.	.	PUNCT
cet-12853	70	1	the	the	DET
cet-12853	70	2	results	result	NOUN
cet-12853	70	3	are	be	AUX
cet-12853	70	4	shown	show	VERB
cet-12853	70	5	in	in	ADP
cet-12853	70	6	figure	figure	NOUN
cet-12853	70	7	2	2	NUM
cet-12853	70	8	.	.	PUNCT
cet-12853	70	9	as	as	SCONJ
cet-12853	70	10	expected	expect	VERB
cet-12853	70	11	,	,	PUNCT
cet-12853	70	12	the	the	DET
cet-12853	70	13	results	result	NOUN
cet-12853	70	14	show	show	VERB
cet-12853	70	15	that	that	SCONJ
cet-12853	70	16	the	the	DET
cet-12853	70	17	production	production	NOUN
cet-12853	70	18	of	of	ADP
cet-12853	70	19	the	the	DET
cet-12853	70	20	more	more	ADJ
cet-12853	70	21	energy	energy	NOUN
cet-12853	70	22	intense	intense	ADJ
cet-12853	70	23	product	product	NOUN
cet-12853	70	24	b	b	NOUN
cet-12853	70	25	is	be	AUX
cet-12853	70	26	favored	favor	VERB
cet-12853	70	27	at	at	ADP
cet-12853	70	28	times	time	NOUN
cet-12853	70	29	of	of	ADP
cet-12853	70	30	low	low	ADJ
cet-12853	70	31	energy	energy	NOUN
cet-12853	70	32	prices	price	NOUN
cet-12853	70	33	at	at	ADP
cet-12853	70	34	the	the	DET
cet-12853	70	35	maximum	maximum	ADJ
cet-12853	70	36	available	available	ADJ
cet-12853	70	37	production	production	NOUN
cet-12853	70	38	capacity	capacity	NOUN
cet-12853	70	39	.	.	PUNCT
cet-12853	71	1	at	at	ADP
cet-12853	71	2	times	time	NOUN
cet-12853	71	3	with	with	ADP
cet-12853	71	4	higher	high	ADJ
cet-12853	71	5	energy	energy	NOUN
cet-12853	71	6	prices	price	NOUN
cet-12853	71	7	just	just	ADV
cet-12853	71	8	before	before	ADP
cet-12853	71	9	or	or	CCONJ
cet-12853	71	10	after	after	ADP
cet-12853	71	11	the	the	DET
cet-12853	71	12	minima	minima	NOUN
cet-12853	71	13	of	of	ADP
cet-12853	71	14	the	the	DET
cet-12853	71	15	energy	energy	NOUN
cet-12853	71	16	prices	price	NOUN
cet-12853	71	17	,	,	PUNCT
cet-12853	71	18	the	the	DET
cet-12853	71	19	product	product	NOUN
cet-12853	71	20	b	b	PROPN
cet-12853	71	21	is	be	AUX
cet-12853	71	22	produced	produce	VERB
cet-12853	71	23	at	at	ADP
cet-12853	71	24	lower	low	ADJ
cet-12853	71	25	throughputs	throughput	NOUN
cet-12853	71	26	and	and	CCONJ
cet-12853	71	27	therefore	therefore	ADV
cet-12853	71	28	with	with	ADP
cet-12853	71	29	a	a	DET
cet-12853	71	30	higher	high	ADJ
cet-12853	71	31	energetic	energetic	ADJ
cet-12853	71	32	efficiency	efficiency	NOUN
cet-12853	71	33	.	.	PUNCT
cet-12853	72	1	at	at	ADP
cet-12853	72	2	further	far	ADV
cet-12853	72	3	increasing	increase	VERB
cet-12853	72	4	prices	price	NOUN
cet-12853	72	5	for	for	ADP
cet-12853	72	6	electric	electric	ADJ
cet-12853	72	7	power	power	NOUN
cet-12853	72	8	,	,	PUNCT
cet-12853	72	9	the	the	DET
cet-12853	72	10	product	product	NOUN
cet-12853	72	11	of	of	ADP
cet-12853	72	12	grade	grade	NOUN
cet-12853	72	13	a	a	PRON
cet-12853	72	14	is	be	AUX
cet-12853	72	15	produced	produce	VERB
cet-12853	72	16	with	with	ADP
cet-12853	72	17	decreasing	decrease	VERB
cet-12853	72	18	throughputs	throughput	NOUN
cet-12853	72	19	.	.	PUNCT
cet-12853	73	1	the	the	DET
cet-12853	73	2	flexible	flexible	ADJ
cet-12853	73	3	adjustment	adjustment	NOUN
cet-12853	73	4	of	of	ADP
cet-12853	73	5	the	the	DET
cet-12853	73	6	production	production	NOUN
cet-12853	73	7	to	to	ADP
cet-12853	73	8	the	the	DET
cet-12853	73	9	operating	operating	NOUN
cet-12853	73	10	region	region	NOUN
cet-12853	73	11	of	of	ADP
cet-12853	73	12	higher	high	ADJ
cet-12853	73	13	energy	energy	NOUN
cet-12853	73	14	efficiency	efficiency	NOUN
cet-12853	73	15	leads	lead	VERB
cet-12853	73	16	to	to	ADP
cet-12853	73	17	a	a	DET
cet-12853	73	18	more	more	ADV
cet-12853	73	19	sustainable	sustainable	ADJ
cet-12853	73	20	and	and	CCONJ
cet-12853	73	21	economical	economical	ADJ
cet-12853	73	22	production	production	NOUN
cet-12853	73	23	in	in	ADP
cet-12853	73	24	contrast	contrast	NOUN
cet-12853	73	25	to	to	ADP
cet-12853	73	26	a	a	DET
cet-12853	73	27	strategy	strategy	NOUN
cet-12853	73	28	to	to	PART
cet-12853	73	29	either	either	CCONJ
cet-12853	73	30	operate	operate	VERB
cet-12853	73	31	the	the	DET
cet-12853	73	32	equipment	equipment	NOUN
cet-12853	73	33	at	at	ADP
cet-12853	73	34	full	full	ADJ
cet-12853	73	35	load	load	NOUN
cet-12853	73	36	or	or	CCONJ
cet-12853	73	37	not	not	PART
cet-12853	73	38	at	at	ADV
cet-12853	73	39	all	all	ADV
cet-12853	73	40	.	.	PUNCT
cet-12853	74	1	important	important	ADJ
cet-12853	74	2	to	to	PART
cet-12853	74	3	notice	notice	VERB
cet-12853	74	4	is	be	AUX
cet-12853	74	5	that	that	SCONJ
cet-12853	74	6	the	the	DET
cet-12853	74	7	optimal	optimal	ADJ
cet-12853	74	8	production	production	NOUN
cet-12853	74	9	planning	planning	NOUN
cet-12853	74	10	following	follow	VERB
cet-12853	74	11	this	this	DET
cet-12853	74	12	strategy	strategy	NOUN
cet-12853	74	13	is	be	AUX
cet-12853	74	14	dependent	dependent	ADJ
cet-12853	74	15	on	on	ADP
cet-12853	74	16	the	the	DET
cet-12853	74	17	relative	relative	ADJ
cet-12853	74	18	energy	energy	NOUN
cet-12853	74	19	demands	demand	NOUN
cet-12853	74	20	of	of	ADP
cet-12853	74	21	the	the	DET
cet-12853	74	22	products	product	NOUN
cet-12853	74	23	and	and	CCONJ
cet-12853	74	24	of	of	ADP
cet-12853	74	25	the	the	DET
cet-12853	74	26	shape	shape	NOUN
cet-12853	74	27	of	of	ADP
cet-12853	74	28	the	the	DET
cet-12853	74	29	energy	energy	NOUN
cet-12853	74	30	price	price	NOUN
cet-12853	74	31	curve	curve	NOUN
cet-12853	74	32	.	.	PUNCT
cet-12853	75	1	if	if	SCONJ
cet-12853	75	2	the	the	DET
cet-12853	75	3	differences	difference	NOUN
cet-12853	75	4	of	of	ADP
cet-12853	75	5	the	the	DET
cet-12853	75	6	energy	energy	NOUN
cet-12853	75	7	demand	demand	NOUN
cet-12853	75	8	are	be	AUX
cet-12853	75	9	small	small	ADJ
cet-12853	75	10	,	,	PUNCT
cet-12853	75	11	the	the	DET
cet-12853	75	12	optimal	optimal	ADJ
cet-12853	75	13	schedule	schedule	NOUN
cet-12853	75	14	is	be	AUX
cet-12853	75	15	a	a	DET
cet-12853	75	16	production	production	NOUN
cet-12853	75	17	at	at	ADP
cet-12853	75	18	maximum	maximum	ADJ
cet-12853	75	19	capacity	capacity	NOUN
cet-12853	75	20	during	during	ADP
cet-12853	75	21	the	the	DET
cet-12853	75	22	periods	period	NOUN
cet-12853	75	23	of	of	ADP
cet-12853	75	24	the	the	DET
cet-12853	75	25	lowest	low	ADJ
cet-12853	75	26	costs	cost	NOUN
cet-12853	75	27	.	.	PUNCT
cet-12853	76	1	for	for	ADP
cet-12853	76	2	the	the	DET
cet-12853	76	3	case	case	NOUN
cet-12853	76	4	of	of	ADP
cet-12853	76	5	little	little	ADJ
cet-12853	76	6	variations	variation	NOUN
cet-12853	76	7	of	of	ADP
cet-12853	76	8	the	the	DET
cet-12853	76	9	33	33	NUM
cet-12853	76	10	energy	energy	NOUN
cet-12853	76	11	price	price	NOUN
cet-12853	76	12	,	,	PUNCT
cet-12853	76	13	production	production	NOUN
cet-12853	76	14	at	at	ADP
cet-12853	76	15	energetically	energetically	ADV
cet-12853	76	16	optimal	optimal	ADJ
cet-12853	76	17	throughputs	throughput	NOUN
cet-12853	76	18	is	be	AUX
cet-12853	76	19	favored	favor	VERB
cet-12853	76	20	.	.	PUNCT
cet-12853	77	1	the	the	DET
cet-12853	77	2	case	case	NOUN
cet-12853	77	3	investigated	investigate	VERB
cet-12853	77	4	here	here	ADV
cet-12853	77	5	is	be	AUX
cet-12853	77	6	that	that	PRON
cet-12853	77	7	of	of	ADP
cet-12853	77	8	large	large	ADJ
cet-12853	77	9	differences	difference	NOUN
cet-12853	77	10	in	in	ADP
cet-12853	77	11	energy	energy	NOUN
cet-12853	77	12	demand	demand	NOUN
cet-12853	77	13	and	and	CCONJ
cet-12853	77	14	large	large	ADJ
cet-12853	77	15	variations	variation	NOUN
cet-12853	77	16	in	in	ADP
cet-12853	77	17	the	the	DET
cet-12853	77	18	price	price	NOUN
cet-12853	77	19	curve	curve	NOUN
cet-12853	77	20	.	.	PUNCT
cet-12853	78	1	figure	figure	NOUN
cet-12853	78	2	2	2	NUM
cet-12853	78	3	:	:	PUNCT
cet-12853	78	4	optimization	optimization	NOUN
cet-12853	78	5	results	result	VERB
cet-12853	78	6	for	for	ADP
cet-12853	78	7	the	the	DET
cet-12853	78	8	week	week	NOUN
cet-12853	78	9	ahead	ahead	ADV
cet-12853	78	10	schedule	schedule	NOUN
cet-12853	78	11	for	for	ADP
cet-12853	78	12	the	the	DET
cet-12853	78	13	economic	economic	ADJ
cet-12853	78	14	objective	objective	NOUN
cet-12853	78	15	.	.	PUNCT
cet-12853	79	1	the	the	DET
cet-12853	79	2	optimal	optimal	ADJ
cet-12853	79	3	throughputs	throughput	NOUN
cet-12853	79	4	are	be	AUX
cet-12853	79	5	presented	present	VERB
cet-12853	79	6	for	for	ADP
cet-12853	79	7	the	the	DET
cet-12853	79	8	two	two	NUM
cet-12853	79	9	product	product	NOUN
cet-12853	79	10	grades	grade	NOUN
cet-12853	79	11	and	and	CCONJ
cet-12853	79	12	the	the	DET
cet-12853	79	13	day	day	NOUN
cet-12853	79	14	-	-	PUNCT
cet-12853	79	15	ahead	ahead	NOUN
cet-12853	79	16	price	price	NOUN
cet-12853	79	17	of	of	ADP
cet-12853	79	18	the	the	DET
cet-12853	79	19	electric	electric	ADJ
cet-12853	79	20	power	power	NOUN
cet-12853	79	21	.	.	PUNCT
cet-12853	80	1	3.2	3.2	NUM
cet-12853	80	2	ecological	ecological	ADJ
cet-12853	80	3	optimization	optimization	NOUN
cet-12853	80	4	the	the	DET
cet-12853	80	5	second	second	ADJ
cet-12853	80	6	investigated	investigate	VERB
cet-12853	80	7	case	case	NOUN
cet-12853	80	8	is	be	AUX
cet-12853	80	9	the	the	DET
cet-12853	80	10	minimization	minimization	NOUN
cet-12853	80	11	of	of	ADP
cet-12853	80	12	the	the	DET
cet-12853	80	13	carbon	carbon	NOUN
cet-12853	80	14	dioxide	dioxide	NOUN
cet-12853	80	15	emissions	emission	NOUN
cet-12853	80	16	that	that	PRON
cet-12853	80	17	are	be	AUX
cet-12853	80	18	caused	cause	VERB
cet-12853	80	19	by	by	ADP
cet-12853	80	20	the	the	DET
cet-12853	80	21	production	production	NOUN
cet-12853	80	22	of	of	ADP
cet-12853	80	23	the	the	DET
cet-12853	80	24	two	two	NUM
cet-12853	80	25	products	product	NOUN
cet-12853	80	26	.	.	PUNCT
cet-12853	81	1	the	the	DET
cet-12853	81	2	same	same	ADJ
cet-12853	81	3	timespan	timespan	NOUN
cet-12853	81	4	as	as	ADP
cet-12853	81	5	in	in	ADP
cet-12853	81	6	the	the	DET
cet-12853	81	7	first	first	ADJ
cet-12853	81	8	case	case	NOUN
cet-12853	81	9	is	be	AUX
cet-12853	81	10	considered	consider	VERB
cet-12853	81	11	to	to	PART
cet-12853	81	12	quantify	quantify	VERB
cet-12853	81	13	the	the	DET
cet-12853	81	14	ecological	ecological	ADJ
cet-12853	81	15	impact	impact	NOUN
cet-12853	81	16	of	of	ADP
cet-12853	81	17	the	the	DET
cet-12853	81	18	production	production	NOUN
cet-12853	81	19	process	process	NOUN
cet-12853	81	20	.	.	PUNCT
cet-12853	82	1	for	for	ADP
cet-12853	82	2	the	the	DET
cet-12853	82	3	considered	consider	VERB
cet-12853	82	4	period	period	NOUN
cet-12853	82	5	,	,	PUNCT
cet-12853	82	6	the	the	DET
cet-12853	82	7	co2	co2	NOUN
cet-12853	82	8	emissions	emission	NOUN
cet-12853	82	9	were	be	AUX
cet-12853	82	10	in	in	ADP
cet-12853	82	11	the	the	DET
cet-12853	82	12	range	range	NOUN
cet-12853	82	13	of	of	ADP
cet-12853	82	14	212	212	NUM
cet-12853	82	15	to	to	ADP
cet-12853	82	16	507	507	NUM
cet-12853	82	17	kg	kg	NOUN
cet-12853	82	18	co2	co2	NOUN
cet-12853	82	19	/	/	SYM
cet-12853	82	20	mwh	mwh	PROPN
cet-12853	82	21	with	with	ADP
cet-12853	82	22	an	an	DET
cet-12853	82	23	average	average	NOUN
cet-12853	82	24	of	of	ADP
cet-12853	82	25	358	358	NUM
cet-12853	82	26	kg	kg	NOUN
cet-12853	82	27	co2	co2	PROPN
cet-12853	82	28	/	/	SYM
cet-12853	82	29	mwh	mwh	PROPN
cet-12853	82	30	.	.	PUNCT
cet-12853	83	1	the	the	DET
cet-12853	83	2	optimization	optimization	NOUN
cet-12853	83	3	results	result	NOUN
cet-12853	83	4	are	be	AUX
cet-12853	83	5	shown	show	VERB
cet-12853	83	6	in	in	ADP
cet-12853	83	7	figure	figure	NOUN
cet-12853	83	8	3	3	NUM
cet-12853	83	9	.	.	PUNCT
cet-12853	84	1	in	in	ADP
cet-12853	84	2	general	general	ADJ
cet-12853	84	3	,	,	PUNCT
cet-12853	84	4	the	the	DET
cet-12853	84	5	results	result	NOUN
cet-12853	84	6	follow	follow	VERB
cet-12853	84	7	the	the	DET
cet-12853	84	8	same	same	ADJ
cet-12853	84	9	pattern	pattern	NOUN
cet-12853	84	10	as	as	SCONJ
cet-12853	84	11	described	describe	VERB
cet-12853	84	12	for	for	ADP
cet-12853	84	13	the	the	DET
cet-12853	84	14	economic	economic	ADJ
cet-12853	84	15	optimization	optimization	NOUN
cet-12853	84	16	.	.	PUNCT
cet-12853	85	1	worthwhile	worthwhile	ADJ
cet-12853	85	2	noticing	noticing	NOUN
cet-12853	85	3	is	be	AUX
cet-12853	85	4	that	that	SCONJ
cet-12853	85	5	the	the	DET
cet-12853	85	6	variation	variation	NOUN
cet-12853	85	7	of	of	ADP
cet-12853	85	8	the	the	DET
cet-12853	85	9	co2	co2	NOUN
cet-12853	85	10	emissions	emission	NOUN
cet-12853	85	11	over	over	ADP
cet-12853	85	12	time	time	NOUN
cet-12853	85	13	is	be	AUX
cet-12853	85	14	less	less	ADV
cet-12853	85	15	pronounced	pronounced	ADJ
cet-12853	85	16	and	and	CCONJ
cet-12853	85	17	therefore	therefore	ADV
cet-12853	85	18	the	the	DET
cet-12853	85	19	optimal	optimal	ADJ
cet-12853	85	20	schedule	schedule	NOUN
cet-12853	85	21	is	be	AUX
cet-12853	85	22	at	at	ADP
cet-12853	85	23	the	the	DET
cet-12853	85	24	maximum	maximum	ADJ
cet-12853	85	25	production	production	NOUN
cet-12853	85	26	rate	rate	NOUN
cet-12853	85	27	in	in	ADP
cet-12853	85	28	the	the	DET
cet-12853	85	29	period	period	NOUN
cet-12853	85	30	between	between	ADP
cet-12853	85	31	20	20	NUM
cet-12853	85	32	and	and	CCONJ
cet-12853	85	33	70	70	NUM
cet-12853	85	34	hours	hour	NOUN
cet-12853	85	35	.	.	PUNCT
cet-12853	86	1	in	in	ADP
cet-12853	86	2	the	the	DET
cet-12853	86	3	same	same	ADJ
cet-12853	86	4	timeframe	timeframe	NOUN
cet-12853	86	5	,	,	PUNCT
cet-12853	86	6	one	one	PRON
cet-12853	86	7	can	can	AUX
cet-12853	86	8	also	also	ADV
cet-12853	86	9	observe	observe	VERB
cet-12853	86	10	that	that	SCONJ
cet-12853	86	11	the	the	DET
cet-12853	86	12	electricity	electricity	NOUN
cet-12853	86	13	price	price	NOUN
cet-12853	86	14	is	be	AUX
cet-12853	86	15	not	not	PART
cet-12853	86	16	necessarily	necessarily	ADV
cet-12853	86	17	following	follow	VERB
cet-12853	86	18	a	a	DET
cet-12853	86	19	similar	similar	ADJ
cet-12853	86	20	trend	trend	NOUN
cet-12853	86	21	as	as	ADP
cet-12853	86	22	the	the	DET
cet-12853	86	23	co2	co2	NOUN
cet-12853	86	24	emissions	emission	NOUN
cet-12853	86	25	as	as	SCONJ
cet-12853	86	26	for	for	ADP
cet-12853	86	27	increasing	increase	VERB
cet-12853	86	28	demand	demand	NOUN
cet-12853	86	29	the	the	DET
cet-12853	86	30	price	price	NOUN
cet-12853	86	31	goes	go	VERB
cet-12853	86	32	up	up	ADV
cet-12853	86	33	even	even	ADV
cet-12853	86	34	if	if	SCONJ
cet-12853	86	35	generation	generation	NOUN
cet-12853	86	36	is	be	AUX
cet-12853	86	37	mainly	mainly	ADV
cet-12853	86	38	from	from	ADP
cet-12853	86	39	renewables	renewable	NOUN
cet-12853	86	40	.	.	PUNCT
cet-12853	87	1	figure	figure	VERB
cet-12853	87	2	3	3	NUM
cet-12853	87	3	:	:	PUNCT
cet-12853	87	4	results	result	NOUN
cet-12853	87	5	for	for	ADP
cet-12853	87	6	the	the	DET
cet-12853	87	7	ecological	ecological	ADJ
cet-12853	87	8	optimization	optimization	NOUN
cet-12853	87	9	of	of	ADP
cet-12853	87	10	the	the	DET
cet-12853	87	11	process	process	NOUN
cet-12853	87	12	for	for	ADP
cet-12853	87	13	one	one	NUM
cet-12853	87	14	week	week	NOUN
cet-12853	87	15	.	.	PUNCT
cet-12853	88	1	the	the	DET
cet-12853	88	2	optimal	optimal	ADJ
cet-12853	88	3	throughputs	throughput	NOUN
cet-12853	88	4	of	of	ADP
cet-12853	88	5	the	the	DET
cet-12853	88	6	different	different	ADJ
cet-12853	88	7	products	product	NOUN
cet-12853	88	8	a	a	PRON
cet-12853	88	9	and	and	CCONJ
cet-12853	88	10	b	b	NOUN
cet-12853	88	11	are	be	AUX
cet-12853	88	12	shown	show	VERB
cet-12853	88	13	in	in	ADP
cet-12853	88	14	red	red	ADJ
cet-12853	88	15	and	and	CCONJ
cet-12853	88	16	blue	blue	ADJ
cet-12853	88	17	with	with	ADP
cet-12853	88	18	the	the	DET
cet-12853	88	19	corresponding	corresponding	ADJ
cet-12853	88	20	co2	co2	NOUN
cet-12853	88	21	emission	emission	NOUN
cet-12853	88	22	factor	factor	NOUN
cet-12853	88	23	.	.	PUNCT
cet-12853	89	1	34	34	NUM
cet-12853	89	2	3.3	3.3	NUM
cet-12853	89	3	comparison	comparison	NOUN
cet-12853	89	4	in	in	ADP
cet-12853	89	5	order	order	NOUN
cet-12853	89	6	to	to	PART
cet-12853	89	7	evaluate	evaluate	VERB
cet-12853	89	8	the	the	DET
cet-12853	89	9	tradeoff	tradeoff	NOUN
cet-12853	89	10	between	between	ADP
cet-12853	89	11	solution	solution	NOUN
cet-12853	89	12	quality	quality	NOUN
cet-12853	89	13	and	and	CCONJ
cet-12853	89	14	operator	operator	NOUN
cet-12853	89	15	acceptance	acceptance	NOUN
cet-12853	89	16	for	for	ADP
cet-12853	89	17	this	this	DET
cet-12853	89	18	optimization	optimization	NOUN
cet-12853	89	19	,	,	PUNCT
cet-12853	89	20	the	the	DET
cet-12853	89	21	influence	influence	NOUN
cet-12853	89	22	of	of	ADP
cet-12853	89	23	the	the	DET
cet-12853	89	24	discretization	discretization	NOUN
cet-12853	89	25	interval	interval	NOUN
cet-12853	89	26	and	and	CCONJ
cet-12853	89	27	the	the	DET
cet-12853	89	28	throughput	throughput	NOUN
cet-12853	89	29	change	change	NOUN
cet-12853	89	30	penalty	penalty	NOUN
cet-12853	89	31	term	term	NOUN
cet-12853	89	32	is	be	AUX
cet-12853	89	33	investigated	investigate	VERB
cet-12853	89	34	.	.	PUNCT
cet-12853	90	1	the	the	DET
cet-12853	90	2	aim	aim	NOUN
cet-12853	90	3	of	of	ADP
cet-12853	90	4	both	both	DET
cet-12853	90	5	strategies	strategy	NOUN
cet-12853	90	6	is	be	AUX
cet-12853	90	7	to	to	PART
cet-12853	90	8	reduce	reduce	VERB
cet-12853	90	9	the	the	DET
cet-12853	90	10	number	number	NOUN
cet-12853	90	11	of	of	ADP
cet-12853	90	12	product	product	NOUN
cet-12853	90	13	changes	change	NOUN
cet-12853	90	14	,	,	PUNCT
cet-12853	90	15	shutdowns	shutdown	NOUN
cet-12853	90	16	and	and	CCONJ
cet-12853	90	17	throughput	throughput	NOUN
cet-12853	90	18	changes	change	NOUN
cet-12853	90	19	to	to	PART
cet-12853	90	20	facilitate	facilitate	VERB
cet-12853	90	21	regular	regular	ADJ
cet-12853	90	22	smooth	smooth	ADJ
cet-12853	90	23	production	production	NOUN
cet-12853	90	24	.	.	PUNCT
cet-12853	91	1	the	the	DET
cet-12853	91	2	results	result	NOUN
cet-12853	91	3	for	for	ADP
cet-12853	91	4	the	the	DET
cet-12853	91	5	variation	variation	NOUN
cet-12853	91	6	of	of	ADP
cet-12853	91	7	the	the	DET
cet-12853	91	8	discretization	discretization	NOUN
cet-12853	91	9	time	time	NOUN
cet-12853	91	10	are	be	AUX
cet-12853	91	11	shown	show	VERB
cet-12853	91	12	in	in	ADP
cet-12853	91	13	table1	table1	PROPN
cet-12853	91	14	:	:	PUNCT
cet-12853	91	15	table	table	NOUN
cet-12853	91	16	1	1	NUM
cet-12853	91	17	:	:	PUNCT
cet-12853	91	18	comparison	comparison	NOUN
cet-12853	91	19	of	of	ADP
cet-12853	91	20	the	the	DET
cet-12853	91	21	results	result	NOUN
cet-12853	91	22	of	of	ADP
cet-12853	91	23	different	different	ADJ
cet-12853	91	24	discretization	discretization	NOUN
cet-12853	91	25	lengths	length	NOUN
cet-12853	91	26	for	for	ADP
cet-12853	91	27	the	the	DET
cet-12853	91	28	schedule	schedule	NOUN
cet-12853	91	29	time	time	NOUN
cet-12853	91	30	discretization	discretization	NOUN
cet-12853	91	31	relative	relative	ADJ
cet-12853	91	32	energy	energy	NOUN
cet-12853	91	33	costs	cost	NOUN
cet-12853	91	34	[	[	X
cet-12853	91	35	-	-	PUNCT
cet-12853	91	36	]	]	X
cet-12853	91	37	relative	relative	ADJ
cet-12853	91	38	co2	co2	NOUN
cet-12853	91	39	emissions	emission	NOUN
cet-12853	91	40	[	[	X
cet-12853	91	41	-	-	PUNCT
cet-12853	91	42	]	]	X
cet-12853	91	43	batch	batch	NOUN
cet-12853	91	44	production	production	NOUN
cet-12853	91	45	1h	1h	NUM
cet-12853	91	46	–	–	PUNCT
cet-12853	91	47	energy	energy	NOUN
cet-12853	91	48	price	price	NOUN
cet-12853	91	49	2h	2h	NUM
cet-12853	91	50	energy	energy	NOUN
cet-12853	91	51	price	price	NOUN
cet-12853	91	52	4h	4h	NOUN
cet-12853	91	53	–	–	PUNCT
cet-12853	91	54	energy	energy	NOUN
cet-12853	91	55	price	price	NOUN
cet-12853	91	56	8h	8h	NUM
cet-12853	91	57	–	–	PUNCT
cet-12853	91	58	energy	energy	NOUN
cet-12853	91	59	price	price	NOUN
cet-12853	91	60	172.3	172.3	NUM
cet-12853	91	61	%	%	NOUN
cet-12853	91	62	100.0	100.0	NUM
cet-12853	91	63	%	%	NOUN
cet-12853	91	64	100.2	100.2	NUM
cet-12853	91	65	%	%	NOUN
cet-12853	91	66	101.1	101.1	NUM
cet-12853	91	67	%	%	NOUN
cet-12853	91	68	102.7	102.7	NUM
cet-12853	91	69	%	%	NOUN
cet-12853	91	70	155.7	155.7	NUM
cet-12853	91	71	%	%	NOUN
cet-12853	91	72	100.7	100.7	NUM
cet-12853	91	73	%	%	NOUN
cet-12853	91	74	100.7	100.7	NUM
cet-12853	91	75	%	%	NOUN
cet-12853	91	76	100.7	100.7	NUM
cet-12853	91	77	%	%	NOUN
cet-12853	91	78	101.2	101.2	NUM
cet-12853	91	79	%	%	NOUN
cet-12853	91	80	1h	1h	NUM
cet-12853	91	81	–	–	PUNCT
cet-12853	91	82	energy	energy	NOUN
cet-12853	91	83	emission	emission	NOUN
cet-12853	91	84	2h	2h	NUM
cet-12853	91	85	–	–	PUNCT
cet-12853	91	86	energy	energy	NOUN
cet-12853	91	87	emission	emission	NOUN
cet-12853	91	88	4h	4h	NOUN
cet-12853	91	89	–	–	PUNCT
cet-12853	91	90	energy	energy	NOUN
cet-12853	91	91	emission	emission	NOUN
cet-12853	91	92	110.1	110.1	NUM
cet-12853	91	93	%	%	NOUN
cet-12853	91	94	111.4	111.4	NUM
cet-12853	91	95	%	%	NOUN
cet-12853	91	96	111.4	111.4	NUM
cet-12853	91	97	%	%	NOUN
cet-12853	91	98	100.0	100.0	NUM
cet-12853	91	99	%	%	NOUN
cet-12853	91	100	100.6	100.6	NUM
cet-12853	91	101	%	%	NOUN
cet-12853	91	102	100.6	100.6	NUM
cet-12853	91	103	%	%	NOUN
cet-12853	91	104	8h	8h	NUM
cet-12853	91	105	–	–	PUNCT
cet-12853	91	106	energy	energy	NOUN
cet-12853	91	107	emission	emission	NOUN
cet-12853	91	108	114.4	114.4	NUM
cet-12853	91	109	%	%	NOUN
cet-12853	91	110	101.0	101.0	NUM
cet-12853	91	111	%	%	NOUN
cet-12853	91	112	the	the	DET
cet-12853	91	113	reference	reference	NOUN
cet-12853	91	114	case	case	NOUN
cet-12853	91	115	for	for	ADP
cet-12853	91	116	this	this	DET
cet-12853	91	117	investigation	investigation	NOUN
cet-12853	91	118	is	be	AUX
cet-12853	91	119	the	the	DET
cet-12853	91	120	batch	batch	NOUN
cet-12853	91	121	production	production	NOUN
cet-12853	91	122	case	case	NOUN
cet-12853	91	123	.	.	PUNCT
cet-12853	92	1	this	this	DET
cet-12853	92	2	case	case	NOUN
cet-12853	92	3	is	be	AUX
cet-12853	92	4	completely	completely	ADV
cet-12853	92	5	non	non	ADJ
cet-12853	92	6	-	-	ADJ
cet-12853	92	7	generation	generation	NOUN
cet-12853	92	8	aware	aware	ADJ
cet-12853	92	9	and	and	CCONJ
cet-12853	92	10	schedules	schedule	VERB
cet-12853	92	11	the	the	DET
cet-12853	92	12	two	two	NUM
cet-12853	92	13	products	product	NOUN
cet-12853	92	14	directly	directly	ADV
cet-12853	92	15	after	after	ADP
cet-12853	92	16	each	each	DET
cet-12853	92	17	other	other	ADJ
cet-12853	92	18	at	at	ADP
cet-12853	92	19	a	a	DET
cet-12853	92	20	constant	constant	ADJ
cet-12853	92	21	throughput	throughput	NOUN
cet-12853	92	22	.	.	PUNCT
cet-12853	93	1	the	the	DET
cet-12853	93	2	production	production	NOUN
cet-12853	93	3	is	be	AUX
cet-12853	93	4	performed	perform	VERB
cet-12853	93	5	at	at	ADP
cet-12853	93	6	386	386	NUM
cet-12853	93	7	kg	kg	NOUN
cet-12853	93	8	/	/	SYM
cet-12853	93	9	h	h	NOUN
cet-12853	93	10	which	which	PRON
cet-12853	93	11	is	be	AUX
cet-12853	93	12	an	an	DET
cet-12853	93	13	inefficient	inefficient	ADJ
cet-12853	93	14	production	production	NOUN
cet-12853	93	15	rate	rate	NOUN
cet-12853	93	16	.	.	PUNCT
cet-12853	94	1	therefore	therefore	ADV
cet-12853	94	2	,	,	PUNCT
cet-12853	94	3	the	the	DET
cet-12853	94	4	performance	performance	NOUN
cet-12853	94	5	of	of	ADP
cet-12853	94	6	the	the	DET
cet-12853	94	7	schedule	schedule	NOUN
cet-12853	94	8	is	be	AUX
cet-12853	94	9	the	the	DET
cet-12853	94	10	worst	bad	ADJ
cet-12853	94	11	for	for	ADP
cet-12853	94	12	both	both	DET
cet-12853	94	13	criteria	criterion	NOUN
cet-12853	94	14	as	as	SCONJ
cet-12853	94	15	the	the	DET
cet-12853	94	16	time	time	NOUN
cet-12853	94	17	periods	period	NOUN
cet-12853	94	18	of	of	ADP
cet-12853	94	19	very	very	ADV
cet-12853	94	20	high	high	ADJ
cet-12853	94	21	co2	co2	NOUN
cet-12853	94	22	emissions	emission	NOUN
cet-12853	94	23	or	or	CCONJ
cet-12853	94	24	high	high	ADJ
cet-12853	94	25	prices	price	NOUN
cet-12853	94	26	are	be	AUX
cet-12853	94	27	not	not	PART
cet-12853	94	28	avoided	avoid	VERB
cet-12853	94	29	.	.	PUNCT
cet-12853	95	1	the	the	DET
cet-12853	95	2	optimization	optimization	NOUN
cet-12853	95	3	was	be	AUX
cet-12853	95	4	performed	perform	VERB
cet-12853	95	5	for	for	ADP
cet-12853	95	6	a	a	DET
cet-12853	95	7	discretization	discretization	NOUN
cet-12853	95	8	of	of	ADP
cet-12853	95	9	one	one	NUM
cet-12853	95	10	,	,	PUNCT
cet-12853	95	11	two	two	NUM
cet-12853	95	12	,	,	PUNCT
cet-12853	95	13	four	four	NUM
cet-12853	95	14	or	or	CCONJ
cet-12853	95	15	eight	eight	NUM
cet-12853	95	16	hour	hour	NOUN
cet-12853	95	17	production	production	NOUN
cet-12853	95	18	at	at	ADP
cet-12853	95	19	constant	constant	ADJ
cet-12853	95	20	throughputs	throughput	NOUN
cet-12853	95	21	for	for	ADP
cet-12853	95	22	the	the	DET
cet-12853	95	23	economic	economic	ADJ
cet-12853	95	24	and	and	CCONJ
cet-12853	95	25	ecologic	ecologic	ADJ
cet-12853	95	26	objective	objective	ADJ
cet-12853	95	27	function	function	NOUN
cet-12853	95	28	.	.	PUNCT
cet-12853	96	1	for	for	ADP
cet-12853	96	2	both	both	DET
cet-12853	96	3	objectives	objective	NOUN
cet-12853	96	4	,	,	PUNCT
cet-12853	96	5	the	the	DET
cet-12853	96	6	benefit	benefit	NOUN
cet-12853	96	7	of	of	ADP
cet-12853	96	8	the	the	DET
cet-12853	96	9	hourly	hourly	ADJ
cet-12853	96	10	resolution	resolution	NOUN
cet-12853	96	11	compared	compare	VERB
cet-12853	96	12	to	to	ADP
cet-12853	96	13	the	the	DET
cet-12853	96	14	bi	bi	ADJ
cet-12853	96	15	-	-	ADJ
cet-12853	96	16	hourly	hourly	ADJ
cet-12853	96	17	scheduling	scheduling	NOUN
cet-12853	96	18	is	be	AUX
cet-12853	96	19	insignificant	insignificant	ADJ
cet-12853	96	20	.	.	PUNCT
cet-12853	97	1	the	the	DET
cet-12853	97	2	further	further	ADJ
cet-12853	97	3	reduction	reduction	NOUN
cet-12853	97	4	of	of	ADP
cet-12853	97	5	the	the	DET
cet-12853	97	6	changes	change	NOUN
cet-12853	97	7	in	in	ADP
cet-12853	97	8	the	the	DET
cet-12853	97	9	production	production	NOUN
cet-12853	97	10	to	to	ADP
cet-12853	97	11	two	two	NUM
cet-12853	97	12	or	or	CCONJ
cet-12853	97	13	one	one	NUM
cet-12853	97	14	change	change	NOUN
cet-12853	97	15	per	per	ADP
cet-12853	97	16	8h	8h	NUM
cet-12853	97	17	shift	shift	NOUN
cet-12853	97	18	increases	increase	VERB
cet-12853	97	19	the	the	DET
cet-12853	97	20	costs	cost	NOUN
cet-12853	97	21	by	by	ADP
cet-12853	97	22	1.1	1.1	NUM
cet-12853	97	23	%	%	NOUN
cet-12853	97	24	and	and	CCONJ
cet-12853	97	25	2.7	2.7	NUM
cet-12853	97	26	%	%	NOUN
cet-12853	97	27	.	.	PUNCT
cet-12853	98	1	this	this	DET
cet-12853	98	2	good	good	ADJ
cet-12853	98	3	performance	performance	NOUN
cet-12853	98	4	can	can	AUX
cet-12853	98	5	be	be	AUX
cet-12853	98	6	explained	explain	VERB
cet-12853	98	7	by	by	ADP
cet-12853	98	8	the	the	DET
cet-12853	98	9	nature	nature	NOUN
cet-12853	98	10	of	of	ADP
cet-12853	98	11	the	the	DET
cet-12853	98	12	energy	energy	NOUN
cet-12853	98	13	price	price	NOUN
cet-12853	98	14	evolution	evolution	NOUN
cet-12853	98	15	.	.	PUNCT
cet-12853	99	1	important	important	ADJ
cet-12853	99	2	for	for	ADP
cet-12853	99	3	the	the	DET
cet-12853	99	4	optimality	optimality	NOUN
cet-12853	99	5	of	of	ADP
cet-12853	99	6	the	the	DET
cet-12853	99	7	schedule	schedule	NOUN
cet-12853	99	8	is	be	AUX
cet-12853	99	9	that	that	SCONJ
cet-12853	99	10	the	the	DET
cet-12853	99	11	production	production	NOUN
cet-12853	99	12	can	can	AUX
cet-12853	99	13	be	be	AUX
cet-12853	99	14	adjusted	adjust	VERB
cet-12853	99	15	to	to	ADP
cet-12853	99	16	the	the	DET
cet-12853	99	17	slow	slow	ADJ
cet-12853	99	18	dynamics	dynamic	NOUN
cet-12853	99	19	of	of	ADP
cet-12853	99	20	the	the	DET
cet-12853	99	21	price	price	NOUN
cet-12853	99	22	.	.	PUNCT
cet-12853	100	1	for	for	ADP
cet-12853	100	2	the	the	DET
cet-12853	100	3	case	case	NOUN
cet-12853	100	4	that	that	SCONJ
cet-12853	100	5	within	within	ADP
cet-12853	100	6	a	a	DET
cet-12853	100	7	region	region	NOUN
cet-12853	100	8	of	of	ADP
cet-12853	100	9	low	low	ADJ
cet-12853	100	10	energy	energy	NOUN
cet-12853	100	11	prices	price	NOUN
cet-12853	100	12	,	,	PUNCT
cet-12853	100	13	the	the	DET
cet-12853	100	14	price	price	NOUN
cet-12853	100	15	shortly	shortly	ADV
cet-12853	100	16	spikes	spike	VERB
cet-12853	100	17	down	down	ADP
cet-12853	100	18	,	,	PUNCT
cet-12853	100	19	the	the	DET
cet-12853	100	20	production	production	NOUN
cet-12853	100	21	is	be	AUX
cet-12853	100	22	already	already	ADV
cet-12853	100	23	at	at	ADP
cet-12853	100	24	a	a	DET
cet-12853	100	25	high	high	ADJ
cet-12853	100	26	throughput	throughput	NOUN
cet-12853	100	27	.	.	PUNCT
cet-12853	101	1	additionally	additionally	ADV
cet-12853	101	2	,	,	PUNCT
cet-12853	101	3	the	the	DET
cet-12853	101	4	variation	variation	NOUN
cet-12853	101	5	of	of	ADP
cet-12853	101	6	the	the	DET
cet-12853	101	7	weights	weight	NOUN
cet-12853	101	8	in	in	ADP
cet-12853	101	9	the	the	DET
cet-12853	101	10	cost	cost	NOUN
cet-12853	101	11	function	function	NOUN
cet-12853	101	12	was	be	AUX
cet-12853	101	13	investigated	investigate	VERB
cet-12853	101	14	for	for	ADP
cet-12853	101	15	the	the	DET
cet-12853	101	16	economic	economic	ADJ
cet-12853	101	17	case	case	NOUN
cet-12853	101	18	for	for	ADP
cet-12853	101	19	an	an	DET
cet-12853	101	20	hourly	hourly	ADJ
cet-12853	101	21	discretization	discretization	NOUN
cet-12853	101	22	.	.	PUNCT
cet-12853	102	1	important	important	ADJ
cet-12853	102	2	metrics	metric	NOUN
cet-12853	102	3	for	for	ADP
cet-12853	102	4	this	this	DET
cet-12853	102	5	investigation	investigation	NOUN
cet-12853	102	6	were	be	AUX
cet-12853	102	7	the	the	DET
cet-12853	102	8	loss	loss	NOUN
cet-12853	102	9	in	in	ADP
cet-12853	102	10	optimality	optimality	NOUN
cet-12853	102	11	and	and	CCONJ
cet-12853	102	12	the	the	DET
cet-12853	102	13	number	number	NOUN
cet-12853	102	14	of	of	ADP
cet-12853	102	15	complete	complete	ADJ
cet-12853	102	16	shutdowns	shutdown	NOUN
cet-12853	102	17	of	of	ADP
cet-12853	102	18	the	the	DET
cet-12853	102	19	machine	machine	NOUN
cet-12853	102	20	,	,	PUNCT
cet-12853	102	21	the	the	DET
cet-12853	102	22	number	number	NOUN
cet-12853	102	23	of	of	ADP
cet-12853	102	24	product	product	NOUN
cet-12853	102	25	changeovers	changeover	NOUN
cet-12853	102	26	and	and	CCONJ
cet-12853	102	27	the	the	DET
cet-12853	102	28	number	number	NOUN
cet-12853	102	29	of	of	ADP
cet-12853	102	30	significant	significant	ADJ
cet-12853	102	31	throughput	throughput	NOUN
cet-12853	102	32	changes	change	NOUN
cet-12853	102	33	>	>	X
cet-12853	102	34	10	10	NUM
cet-12853	102	35	%	%	NOUN
cet-12853	102	36	.	.	PUNCT
cet-12853	103	1	the	the	DET
cet-12853	103	2	results	result	NOUN
cet-12853	103	3	are	be	AUX
cet-12853	103	4	shown	show	VERB
cet-12853	103	5	in	in	ADP
cet-12853	103	6	table	table	NOUN
cet-12853	103	7	2	2	NUM
cet-12853	103	8	:	:	PUNCT
cet-12853	103	9	table	table	NOUN
cet-12853	103	10	2	2	NUM
cet-12853	103	11	:	:	PUNCT
cet-12853	103	12	comparison	comparison	NOUN
cet-12853	103	13	of	of	ADP
cet-12853	103	14	the	the	DET
cet-12853	103	15	performance	performance	NOUN
cet-12853	103	16	for	for	ADP
cet-12853	103	17	different	different	ADJ
cet-12853	103	18	weights	weight	NOUN
cet-12853	103	19	on	on	ADP
cet-12853	103	20	throughput	throughput	NOUN
cet-12853	103	21	changes	change	NOUN
cet-12853	103	22	for	for	ADP
cet-12853	103	23	1	1	NUM
cet-12853	103	24	h	h	NOUN
cet-12853	103	25	discretization	discretization	NOUN
cet-12853	103	26	penalty	penalty	NOUN
cet-12853	103	27	weight	weight	NOUN
cet-12853	104	1	[	[	X
cet-12853	104	2	€	€	NUM
cet-12853	104	3	h²/	h²/	NOUN
cet-12853	104	4	kg²	kg²	PROPN
cet-12853	104	5	]	]	X
cet-12853	104	6	relative	relative	ADJ
cet-12853	104	7	energy	energy	NOUN
cet-12853	104	8	costs	cost	NOUN
cet-12853	104	9	[	[	X
cet-12853	104	10	-	-	PUNCT
cet-12853	104	11	]	]	X
cet-12853	104	12	#	#	NOUN
cet-12853	104	13	shutdowns	shutdown	NOUN
cet-12853	104	14	#	#	NOUN
cet-12853	104	15	changeovers	changeover	NOUN
cet-12853	104	16	#	#	NOUN
cet-12853	104	17	throughput	throughput	NOUN
cet-12853	104	18	changes	change	NOUN
cet-12853	104	19	>	>	X
cet-12853	104	20	10	10	NUM
cet-12853	104	21	%	%	NOUN
cet-12853	104	22	0	0	NUM
cet-12853	104	23	10	10	NUM
cet-12853	104	24	-	-	SYM
cet-12853	104	25	6	6	NUM
cet-12853	104	26	10	10	NUM
cet-12853	104	27	-	-	SYM
cet-12853	104	28	5	5	NUM
cet-12853	104	29	10	10	NUM
cet-12853	104	30	-	-	SYM
cet-12853	104	31	4	4	NUM
cet-12853	104	32	10	10	NUM
cet-12853	104	33	-	-	SYM
cet-12853	104	34	3	3	NUM
cet-12853	104	35	10	10	NUM
cet-12853	104	36	-	-	SYM
cet-12853	104	37	2	2	NUM
cet-12853	104	38	10	10	NUM
cet-12853	104	39	-	-	SYM
cet-12853	104	40	1	1	NUM
cet-12853	104	41	1	1	NUM
cet-12853	104	42	100.0	100.0	NUM
cet-12853	104	43	%	%	NOUN
cet-12853	104	44	100.0	100.0	NUM
cet-12853	104	45	%	%	NOUN
cet-12853	104	46	100.1	100.1	NUM
cet-12853	104	47	%	%	NOUN
cet-12853	104	48	101.0	101.0	NUM
cet-12853	104	49	%	%	NOUN
cet-12853	104	50	107.1	107.1	NUM
cet-12853	104	51	%	%	NOUN
cet-12853	104	52	140.0	140.0	NUM
cet-12853	104	53	%	%	NOUN
cet-12853	104	54	159.7	159.7	NUM
cet-12853	104	55	%	%	NOUN
cet-12853	104	56	166.1	166.1	NUM
cet-12853	104	57	%	%	NOUN
cet-12853	104	58	5	5	NUM
cet-12853	104	59	5	5	NUM
cet-12853	104	60	5	5	NUM
cet-12853	104	61	5	5	NUM
cet-12853	104	62	3	3	NUM
cet-12853	104	63	1	1	NUM
cet-12853	104	64	0	0	NUM
cet-12853	104	65	0	0	NUM
cet-12853	104	66	3	3	NUM
cet-12853	104	67	3	3	NUM
cet-12853	104	68	3	3	NUM
cet-12853	104	69	4	4	NUM
cet-12853	104	70	3	3	NUM
cet-12853	104	71	5	5	NUM
cet-12853	104	72	1	1	NUM
cet-12853	104	73	1	1	NUM
cet-12853	104	74	18	18	NUM
cet-12853	104	75	17	17	NUM
cet-12853	104	76	15	15	NUM
cet-12853	104	77	44	44	NUM
cet-12853	104	78	83	83	NUM
cet-12853	104	79	58	58	NUM
cet-12853	104	80	37	37	NUM
cet-12853	104	81	19	19	NUM
cet-12853	104	82	for	for	ADP
cet-12853	104	83	values	value	NOUN
cet-12853	104	84	up	up	ADP
cet-12853	104	85	to	to	PART
cet-12853	104	86	10	10	NUM
cet-12853	104	87	-	-	SYM
cet-12853	104	88	5	5	NUM
cet-12853	104	89	,	,	PUNCT
cet-12853	104	90	only	only	ADV
cet-12853	104	91	a	a	DET
cet-12853	104	92	small	small	ADJ
cet-12853	104	93	decrease	decrease	NOUN
cet-12853	104	94	in	in	ADP
cet-12853	104	95	significant	significant	ADJ
cet-12853	104	96	throughput	throughput	NOUN
cet-12853	104	97	changes	change	NOUN
cet-12853	104	98	can	can	AUX
cet-12853	104	99	be	be	AUX
cet-12853	104	100	observed	observe	VERB
cet-12853	104	101	without	without	ADP
cet-12853	104	102	effect	effect	NOUN
cet-12853	104	103	on	on	ADP
cet-12853	104	104	the	the	DET
cet-12853	104	105	cost	cost	NOUN
cet-12853	104	106	function	function	NOUN
cet-12853	104	107	.	.	PUNCT
cet-12853	105	1	for	for	ADP
cet-12853	105	2	further	far	ADV
cet-12853	105	3	increasing	increase	VERB
cet-12853	105	4	weights	weight	NOUN
cet-12853	105	5	,	,	PUNCT
cet-12853	105	6	the	the	DET
cet-12853	105	7	number	number	NOUN
cet-12853	105	8	of	of	ADP
cet-12853	105	9	significant	significant	ADJ
cet-12853	105	10	throughput	throughput	NOUN
cet-12853	105	11	changes	change	NOUN
cet-12853	105	12	is	be	AUX
cet-12853	105	13	increasing	increase	VERB
cet-12853	105	14	as	as	ADP
cet-12853	105	15	a	a	DET
cet-12853	105	16	larger	large	ADJ
cet-12853	105	17	number	number	NOUN
cet-12853	105	18	of	of	ADP
cet-12853	105	19	smaller	small	ADJ
cet-12853	105	20	changes	change	NOUN
cet-12853	105	21	is	be	AUX
cet-12853	105	22	favored	favor	VERB
cet-12853	105	23	by	by	ADP
cet-12853	105	24	the	the	DET
cet-12853	105	25	cost	cost	NOUN
cet-12853	105	26	function	function	NOUN
cet-12853	105	27	over	over	ADP
cet-12853	105	28	one	one	NUM
cet-12853	105	29	abrupt	abrupt	ADJ
cet-12853	105	30	change	change	NOUN
cet-12853	105	31	.	.	PUNCT
cet-12853	106	1	this	this	PRON
cet-12853	106	2	is	be	AUX
cet-12853	106	3	the	the	DET
cet-12853	106	4	case	case	NOUN
cet-12853	106	5	until	until	SCONJ
cet-12853	106	6	only	only	ADV
cet-12853	106	7	one	one	NUM
cet-12853	106	8	changeover	changeover	NOUN
cet-12853	106	9	is	be	AUX
cet-12853	106	10	occurring	occur	VERB
cet-12853	106	11	.	.	PUNCT
cet-12853	107	1	in	in	ADP
cet-12853	107	2	addition	addition	NOUN
cet-12853	107	3	,	,	PUNCT
cet-12853	107	4	the	the	DET
cet-12853	107	5	number	number	NOUN
cet-12853	107	6	of	of	ADP
cet-12853	107	7	shutdowns	shutdown	NOUN
cet-12853	107	8	and	and	CCONJ
cet-12853	107	9	product	product	NOUN
cet-12853	107	10	changeovers	changeover	NOUN
cet-12853	107	11	is	be	AUX
cet-12853	107	12	decreasing	decrease	VERB
cet-12853	107	13	with	with	ADP
cet-12853	107	14	higher	high	ADJ
cet-12853	107	15	weights	weight	NOUN
cet-12853	107	16	and	and	CCONJ
cet-12853	107	17	the	the	DET
cet-12853	107	18	solution	solution	NOUN
cet-12853	107	19	is	be	AUX
cet-12853	107	20	evolving	evolve	VERB
cet-12853	107	21	towards	towards	ADP
cet-12853	107	22	the	the	DET
cet-12853	107	23	batch	batch	NOUN
cet-12853	107	24	production	production	NOUN
cet-12853	107	25	case	case	NOUN
cet-12853	107	26	.	.	PUNCT
cet-12853	107	27	comparing	compare	VERB
cet-12853	107	28	the	the	DET
cet-12853	107	29	performance	performance	NOUN
cet-12853	107	30	to	to	ADP
cet-12853	107	31	the	the	DET
cet-12853	107	32	variation	variation	NOUN
cet-12853	107	33	of	of	ADP
cet-12853	107	34	the	the	DET
cet-12853	107	35	time	time	NOUN
cet-12853	107	36	discretization	discretization	NOUN
cet-12853	107	37	,	,	PUNCT
cet-12853	107	38	the	the	DET
cet-12853	107	39	coarser	coarse	ADJ
cet-12853	107	40	discretization	discretization	NOUN
cet-12853	107	41	should	should	AUX
cet-12853	107	42	be	be	AUX
cet-12853	107	43	preferred	prefer	VERB
cet-12853	107	44	due	due	ADP
cet-12853	107	45	to	to	ADP
cet-12853	107	46	a	a	DET
cet-12853	107	47	better	well	ADJ
cet-12853	107	48	economic	economic	ADJ
cet-12853	107	49	performance	performance	NOUN
cet-12853	107	50	,	,	PUNCT
cet-12853	107	51	an	an	DET
cet-12853	107	52	easier	easy	ADJ
cet-12853	107	53	and	and	CCONJ
cet-12853	107	54	more	more	ADV
cet-12853	107	55	intuitive	intuitive	ADJ
cet-12853	107	56	tuning	tuning	NOUN
cet-12853	107	57	as	as	ADV
cet-12853	107	58	well	well	ADV
cet-12853	107	59	as	as	ADP
cet-12853	107	60	the	the	DET
cet-12853	107	61	benefit	benefit	NOUN
cet-12853	107	62	for	for	ADP
cet-12853	107	63	the	the	DET
cet-12853	107	64	operators	operator	NOUN
cet-12853	107	65	of	of	ADP
cet-12853	107	66	being	be	AUX
cet-12853	107	67	able	able	ADJ
cet-12853	107	68	to	to	PART
cet-12853	107	69	maintain	maintain	VERB
cet-12853	107	70	a	a	DET
cet-12853	107	71	certain	certain	ADJ
cet-12853	107	72	throughput	throughput	NOUN
cet-12853	107	73	over	over	ADP
cet-12853	107	74	longer	long	ADJ
cet-12853	107	75	periods	period	NOUN
cet-12853	107	76	instead	instead	ADV
cet-12853	107	77	of	of	ADP
cet-12853	107	78	implementing	implement	VERB
cet-12853	107	79	hourly	hourly	ADJ
cet-12853	107	80	throughput	throughput	NOUN
cet-12853	107	81	changes	change	NOUN
cet-12853	107	82	.	.	PUNCT
cet-12853	108	1	regarding	regard	VERB
cet-12853	108	2	the	the	DET
cet-12853	108	3	decision	decision	NOUN
cet-12853	108	4	of	of	ADP
cet-12853	108	5	the	the	DET
cet-12853	108	6	weighting	weighting	NOUN
cet-12853	108	7	of	of	ADP
cet-12853	108	8	the	the	DET
cet-12853	108	9	economic	economic	ADJ
cet-12853	108	10	or	or	CCONJ
cet-12853	108	11	ecologic	ecologic	ADJ
cet-12853	108	12	objective	objective	NOUN
cet-12853	108	13	,	,	PUNCT
cet-12853	108	14	the	the	DET
cet-12853	108	15	choice	choice	NOUN
cet-12853	108	16	of	of	ADP
cet-12853	108	17	the	the	DET
cet-12853	108	18	compromise	compromise	NOUN
cet-12853	108	19	point	point	NOUN
cet-12853	108	20	is	be	AUX
cet-12853	108	21	a	a	DET
cet-12853	108	22	managerial	managerial	ADJ
cet-12853	108	23	decision	decision	NOUN
cet-12853	108	24	.	.	PUNCT
cet-12853	109	1	35	35	NUM
cet-12853	109	2	3.4	3.4	NUM
cet-12853	109	3	multiple	multiple	ADJ
cet-12853	109	4	machines	machine	NOUN
cet-12853	109	5	in	in	ADP
cet-12853	109	6	industrial	industrial	ADJ
cet-12853	109	7	practice	practice	NOUN
cet-12853	109	8	,	,	PUNCT
cet-12853	109	9	the	the	DET
cet-12853	109	10	production	production	NOUN
cet-12853	109	11	on	on	ADP
cet-12853	109	12	several	several	ADJ
cet-12853	109	13	extruders	extruder	NOUN
cet-12853	109	14	in	in	ADP
cet-12853	109	15	parallel	parallel	NOUN
cet-12853	109	16	is	be	AUX
cet-12853	109	17	common	common	ADJ
cet-12853	109	18	practice	practice	NOUN
cet-12853	109	19	.	.	PUNCT
cet-12853	110	1	analyzing	analyze	VERB
cet-12853	110	2	this	this	DET
cet-12853	110	3	optimization	optimization	NOUN
cet-12853	110	4	problem	problem	NOUN
cet-12853	110	5	,	,	PUNCT
cet-12853	110	6	one	one	PRON
cet-12853	110	7	can	can	AUX
cet-12853	110	8	come	come	VERB
cet-12853	110	9	to	to	ADP
cet-12853	110	10	the	the	DET
cet-12853	110	11	following	follow	VERB
cet-12853	110	12	conclusion	conclusion	NOUN
cet-12853	110	13	:	:	PUNCT
cet-12853	110	14	since	since	SCONJ
cet-12853	110	15	a	a	DET
cet-12853	110	16	unique	unique	ADJ
cet-12853	110	17	mapping	mapping	NOUN
cet-12853	110	18	between	between	ADP
cet-12853	110	19	throughput	throughput	NOUN
cet-12853	110	20	and	and	CCONJ
cet-12853	110	21	energy	energy	NOUN
cet-12853	110	22	demand	demand	NOUN
cet-12853	110	23	for	for	ADP
cet-12853	110	24	each	each	DET
cet-12853	110	25	product	product	NOUN
cet-12853	110	26	exists	exist	VERB
cet-12853	110	27	,	,	PUNCT
cet-12853	110	28	the	the	DET
cet-12853	110	29	case	case	NOUN
cet-12853	110	30	of	of	ADP
cet-12853	110	31	parallel	parallel	ADJ
cet-12853	110	32	production	production	NOUN
cet-12853	110	33	units	unit	NOUN
cet-12853	110	34	producing	produce	VERB
cet-12853	110	35	different	different	ADJ
cet-12853	110	36	products	product	NOUN
cet-12853	110	37	can	can	AUX
cet-12853	110	38	be	be	AUX
cet-12853	110	39	solved	solve	VERB
cet-12853	110	40	similar	similar	ADJ
cet-12853	110	41	to	to	ADP
cet-12853	110	42	the	the	DET
cet-12853	110	43	single	single	ADJ
cet-12853	110	44	machine	machine	NOUN
cet-12853	110	45	problem	problem	NOUN
cet-12853	110	46	with	with	ADP
cet-12853	110	47	higher	high	ADJ
cet-12853	110	48	throughputs	throughput	NOUN
cet-12853	110	49	and	and	CCONJ
cet-12853	110	50	adjusted	adjust	VERB
cet-12853	110	51	cost	cost	NOUN
cet-12853	110	52	function	function	NOUN
cet-12853	110	53	.	.	PUNCT
cet-12853	111	1	this	this	DET
cet-12853	111	2	assumption	assumption	NOUN
cet-12853	111	3	holds	hold	VERB
cet-12853	111	4	as	as	ADV
cet-12853	111	5	long	long	ADV
cet-12853	111	6	as	as	SCONJ
cet-12853	111	7	the	the	DET
cet-12853	111	8	required	required	ADJ
cet-12853	111	9	production	production	NOUN
cet-12853	111	10	amount	amount	NOUN
cet-12853	111	11	of	of	ADP
cet-12853	111	12	each	each	DET
cet-12853	111	13	product	product	NOUN
cet-12853	111	14	and	and	CCONJ
cet-12853	111	15	the	the	DET
cet-12853	111	16	timespan	timespan	NOUN
cet-12853	111	17	are	be	AUX
cet-12853	111	18	sufficiently	sufficiently	ADV
cet-12853	111	19	large	large	ADJ
cet-12853	111	20	.	.	PUNCT
cet-12853	112	1	in	in	ADP
cet-12853	112	2	the	the	DET
cet-12853	112	3	worst	bad	ADJ
cet-12853	112	4	case	case	NOUN
cet-12853	112	5	,	,	PUNCT
cet-12853	112	6	the	the	DET
cet-12853	112	7	solution	solution	NOUN
cet-12853	112	8	will	will	AUX
cet-12853	112	9	be	be	AUX
cet-12853	112	10	suboptimal	suboptimal	ADJ
cet-12853	112	11	at	at	ADP
cet-12853	112	12	one	one	NUM
cet-12853	112	13	time	time	NOUN
cet-12853	112	14	-	-	PUNCT
cet-12853	112	15	step	step	NOUN
cet-12853	112	16	per	per	ADP
cet-12853	112	17	product	product	NOUN
cet-12853	112	18	for	for	ADP
cet-12853	112	19	the	the	DET
cet-12853	112	20	case	case	NOUN
cet-12853	112	21	where	where	SCONJ
cet-12853	112	22	a	a	DET
cet-12853	112	23	transition	transition	NOUN
cet-12853	112	24	between	between	ADP
cet-12853	112	25	products	product	NOUN
cet-12853	112	26	occurs	occur	VERB
cet-12853	112	27	.	.	PUNCT
cet-12853	113	1	given	give	VERB
cet-12853	113	2	the	the	DET
cet-12853	113	3	length	length	NOUN
cet-12853	113	4	of	of	ADP
cet-12853	113	5	the	the	DET
cet-12853	113	6	optimized	optimize	VERB
cet-12853	113	7	timespan	timespan	NOUN
cet-12853	113	8	and	and	CCONJ
cet-12853	113	9	the	the	DET
cet-12853	113	10	general	general	ADJ
cet-12853	113	11	uncertainty	uncertainty	NOUN
cet-12853	113	12	of	of	ADP
cet-12853	113	13	the	the	DET
cet-12853	113	14	model	model	NOUN
cet-12853	113	15	,	,	PUNCT
cet-12853	113	16	this	this	DET
cet-12853	113	17	sub	sub	NOUN
cet-12853	113	18	optimality	optimality	NOUN
cet-12853	113	19	is	be	AUX
cet-12853	113	20	negligible	negligible	ADJ
cet-12853	113	21	.	.	PUNCT
cet-12853	114	1	4	4	X
cet-12853	114	2	.	.	X
cet-12853	114	3	conclusions	conclusion	NOUN
cet-12853	114	4	this	this	DET
cet-12853	114	5	work	work	NOUN
cet-12853	114	6	presented	present	VERB
cet-12853	114	7	an	an	DET
cet-12853	114	8	approach	approach	NOUN
cet-12853	114	9	to	to	ADP
cet-12853	114	10	the	the	DET
cet-12853	114	11	energy	energy	NOUN
cet-12853	114	12	aware	aware	ADJ
cet-12853	114	13	production	production	NOUN
cet-12853	114	14	of	of	ADP
cet-12853	114	15	paint	paint	NOUN
cet-12853	114	16	thickeners	thickener	NOUN
cet-12853	114	17	for	for	ADP
cet-12853	114	18	different	different	ADJ
cet-12853	114	19	product	product	NOUN
cet-12853	114	20	grades	grade	NOUN
cet-12853	114	21	and	and	CCONJ
cet-12853	114	22	throughputs	throughput	NOUN
cet-12853	114	23	.	.	PUNCT
cet-12853	115	1	an	an	DET
cet-12853	115	2	accurate	accurate	ADJ
cet-12853	115	3	surrogate	surrogate	ADJ
cet-12853	115	4	model	model	NOUN
cet-12853	115	5	was	be	AUX
cet-12853	115	6	created	create	VERB
cet-12853	115	7	based	base	VERB
cet-12853	115	8	on	on	ADP
cet-12853	115	9	data	datum	NOUN
cet-12853	115	10	generated	generate	VERB
cet-12853	115	11	by	by	ADP
cet-12853	115	12	the	the	DET
cet-12853	115	13	optimization	optimization	NOUN
cet-12853	115	14	of	of	ADP
cet-12853	115	15	a	a	DET
cet-12853	115	16	detailed	detailed	ADJ
cet-12853	115	17	dynamic	dynamic	ADJ
cet-12853	115	18	process	process	NOUN
cet-12853	115	19	model	model	NOUN
cet-12853	115	20	for	for	ADP
cet-12853	115	21	different	different	ADJ
cet-12853	115	22	operating	operating	NOUN
cet-12853	115	23	conditions	condition	NOUN
cet-12853	115	24	.	.	PUNCT
cet-12853	116	1	the	the	DET
cet-12853	116	2	use	use	NOUN
cet-12853	116	3	of	of	ADP
cet-12853	116	4	this	this	DET
cet-12853	116	5	computational	computational	ADJ
cet-12853	116	6	inexpensive	inexpensive	ADJ
cet-12853	116	7	model	model	NOUN
cet-12853	116	8	enabled	enable	VERB
cet-12853	116	9	the	the	DET
cet-12853	116	10	optimization	optimization	NOUN
cet-12853	116	11	of	of	ADP
cet-12853	116	12	the	the	DET
cet-12853	116	13	production	production	NOUN
cet-12853	116	14	schedule	schedule	NOUN
cet-12853	116	15	for	for	ADP
cet-12853	116	16	a	a	DET
cet-12853	116	17	week	week	NOUN
cet-12853	116	18	ahead	ahead	ADV
cet-12853	116	19	in	in	ADP
cet-12853	116	20	computation	computation	NOUN
cet-12853	116	21	times	time	NOUN
cet-12853	116	22	in	in	ADP
cet-12853	116	23	the	the	DET
cet-12853	116	24	range	range	NOUN
cet-12853	116	25	of	of	ADP
cet-12853	116	26	seconds	second	NOUN
cet-12853	116	27	.	.	PUNCT
cet-12853	117	1	it	it	PRON
cet-12853	117	2	was	be	AUX
cet-12853	117	3	shown	show	VERB
cet-12853	117	4	that	that	SCONJ
cet-12853	117	5	the	the	DET
cet-12853	117	6	proposed	propose	VERB
cet-12853	117	7	method	method	NOUN
cet-12853	117	8	outperforms	outperform	VERB
cet-12853	117	9	a	a	DET
cet-12853	117	10	naive	naive	ADJ
cet-12853	117	11	scheduling	scheduling	NOUN
cet-12853	117	12	and	and	CCONJ
cet-12853	117	13	is	be	AUX
cet-12853	117	14	able	able	ADJ
cet-12853	117	15	to	to	PART
cet-12853	117	16	generate	generate	VERB
cet-12853	117	17	significant	significant	ADJ
cet-12853	117	18	improvements	improvement	NOUN
cet-12853	117	19	of	of	ADP
cet-12853	117	20	both	both	CCONJ
cet-12853	117	21	the	the	DET
cet-12853	117	22	ecological	ecological	ADJ
cet-12853	117	23	and	and	CCONJ
cet-12853	117	24	the	the	DET
cet-12853	117	25	economic	economic	ADJ
cet-12853	117	26	objective	objective	NOUN
cet-12853	117	27	.	.	PUNCT
cet-12853	118	1	to	to	PART
cet-12853	118	2	improve	improve	VERB
cet-12853	118	3	the	the	DET
cet-12853	118	4	operator	operator	NOUN
cet-12853	118	5	acceptance	acceptance	NOUN
cet-12853	118	6	of	of	ADP
cet-12853	118	7	the	the	DET
cet-12853	118	8	solution	solution	NOUN
cet-12853	118	9	,	,	PUNCT
cet-12853	118	10	a	a	DET
cet-12853	118	11	coarser	coarse	ADJ
cet-12853	118	12	time	time	NOUN
cet-12853	118	13	discretization	discretization	NOUN
cet-12853	118	14	should	should	AUX
cet-12853	118	15	be	be	AUX
cet-12853	118	16	used	use	VERB
cet-12853	118	17	instead	instead	ADV
cet-12853	118	18	of	of	ADP
cet-12853	118	19	an	an	DET
cet-12853	118	20	adjustment	adjustment	NOUN
cet-12853	118	21	of	of	ADP
cet-12853	118	22	the	the	DET
cet-12853	118	23	term	term	NOUN
cet-12853	118	24	that	that	PRON
cet-12853	118	25	penalizes	penalize	VERB
cet-12853	118	26	throughput	throughput	NOUN
cet-12853	118	27	changes	change	NOUN
cet-12853	118	28	.	.	PUNCT
cet-12853	119	1	a	a	DET
cet-12853	119	2	coarser	coarse	ADJ
cet-12853	119	3	discretization	discretization	NOUN
cet-12853	119	4	leads	lead	VERB
cet-12853	119	5	to	to	ADP
cet-12853	119	6	less	less	ADJ
cet-12853	119	7	throughput	throughput	NOUN
cet-12853	119	8	changes	change	NOUN
cet-12853	119	9	,	,	PUNCT
cet-12853	119	10	less	less	ADJ
cet-12853	119	11	changeovers	changeover	NOUN
cet-12853	119	12	and	and	CCONJ
cet-12853	119	13	less	less	ADJ
cet-12853	119	14	shutdowns	shutdown	NOUN
cet-12853	119	15	without	without	ADP
cet-12853	119	16	a	a	DET
cet-12853	119	17	significant	significant	ADJ
cet-12853	119	18	loss	loss	NOUN
cet-12853	119	19	of	of	ADP
cet-12853	119	20	optimality	optimality	NOUN
cet-12853	119	21	and	and	CCONJ
cet-12853	119	22	it	it	PRON
cet-12853	119	23	can	can	AUX
cet-12853	119	24	easily	easily	ADV
cet-12853	119	25	be	be	AUX
cet-12853	119	26	tuned	tune	VERB
cet-12853	119	27	.	.	PUNCT
cet-12853	120	1	the	the	DET
cet-12853	120	2	approach	approach	NOUN
cet-12853	120	3	is	be	AUX
cet-12853	120	4	applicable	applicable	ADJ
cet-12853	120	5	for	for	ADP
cet-12853	120	6	multiple	multiple	ADJ
cet-12853	120	7	machines	machine	NOUN
cet-12853	120	8	in	in	ADP
cet-12853	120	9	parallel	parallel	NOUN
cet-12853	120	10	without	without	ADP
cet-12853	120	11	increasing	increase	VERB
cet-12853	120	12	the	the	DET
cet-12853	120	13	complexity	complexity	NOUN
cet-12853	120	14	of	of	ADP
cet-12853	120	15	the	the	DET
cet-12853	120	16	optimization	optimization	NOUN
cet-12853	120	17	problem	problem	NOUN
cet-12853	120	18	.	.	PUNCT
cet-12853	121	1	for	for	ADP
cet-12853	121	2	a	a	DET
cet-12853	121	3	real	real	ADJ
cet-12853	121	4	application	application	NOUN
cet-12853	121	5	,	,	PUNCT
cet-12853	121	6	it	it	PRON
cet-12853	121	7	is	be	AUX
cet-12853	121	8	recommended	recommend	VERB
cet-12853	121	9	to	to	PART
cet-12853	121	10	constantly	constantly	ADV
cet-12853	121	11	update	update	VERB
cet-12853	121	12	the	the	DET
cet-12853	121	13	throughput	throughput	NOUN
cet-12853	121	14	to	to	ADP
cet-12853	121	15	energy	energy	NOUN
cet-12853	121	16	consumption	consumption	NOUN
cet-12853	121	17	mapping	mapping	NOUN
cet-12853	121	18	based	base	VERB
cet-12853	121	19	on	on	ADP
cet-12853	121	20	real	real	ADJ
cet-12853	121	21	production	production	NOUN
cet-12853	121	22	data	datum	NOUN
cet-12853	121	23	.	.	PUNCT
cet-12853	122	1	furthermore	furthermore	ADV
cet-12853	122	2	,	,	PUNCT
cet-12853	122	3	the	the	DET
cet-12853	122	4	application	application	NOUN
cet-12853	122	5	of	of	ADP
cet-12853	122	6	a	a	DET
cet-12853	122	7	predictive	predictive	ADJ
cet-12853	122	8	model	model	NOUN
cet-12853	122	9	for	for	ADP
cet-12853	122	10	the	the	DET
cet-12853	122	11	forecast	forecast	NOUN
cet-12853	122	12	of	of	ADP
cet-12853	122	13	the	the	DET
cet-12853	122	14	energy	energy	NOUN
cet-12853	122	15	prices	price	NOUN
cet-12853	122	16	and	and	CCONJ
cet-12853	122	17	of	of	ADP
cet-12853	122	18	the	the	DET
cet-12853	122	19	co2	co2	NOUN
cet-12853	122	20	emissions	emission	NOUN
cet-12853	122	21	based	base	VERB
cet-12853	122	22	on	on	ADP
cet-12853	122	23	market	market	NOUN
cet-12853	122	24	and	and	CCONJ
cet-12853	122	25	weather	weather	NOUN
cet-12853	122	26	data	datum	NOUN
cet-12853	122	27	should	should	AUX
cet-12853	122	28	be	be	AUX
cet-12853	122	29	embedded	embed	VERB
cet-12853	122	30	.	.	PUNCT
cet-12853	123	1	nomenclature	nomenclature	NOUN
cet-12853	123	2	c	c	NOUN
cet-12853	123	3	–	–	PUNCT
cet-12853	123	4	price	price	NOUN
cet-12853	123	5	or	or	CCONJ
cet-12853	123	6	carbon	carbon	NOUN
cet-12853	123	7	emissions	emission	NOUN
cet-12853	123	8	,	,	PUNCT
cet-12853	123	9	€	€	SYM
cet-12853	123	10	/mw	/mw	NOUN
cet-12853	123	11	or	or	CCONJ
cet-12853	123	12	kg	kg	PROPN
cet-12853	123	13	/	/	SYM
cet-12853	123	14	mw	mw	PROPN
cet-12853	123	15	d	d	NOUN
cet-12853	123	16	–	–	PUNCT
cet-12853	123	17	demand	demand	NOUN
cet-12853	123	18	of	of	ADP
cet-12853	123	19	product	product	NOUN
cet-12853	123	20	,	,	PUNCT
cet-12853	123	21	kg	kg	INTJ
cet-12853	123	22	i	i	INTJ
cet-12853	123	23	–	–	PUNCT
cet-12853	123	24	product	product	NOUN
cet-12853	123	25	type	type	NOUN
cet-12853	123	26	,	,	PUNCT
cet-12853	123	27	m	m	NOUN
cet-12853	123	28	̇	̇	VERB
cet-12853	123	29	–	–	PUNCT
cet-12853	123	30	extruder	extruder	NOUN
cet-12853	123	31	throughput	throughput	NOUN
cet-12853	123	32	,	,	PUNCT
cet-12853	123	33	kg	kg	PROPN
cet-12853	123	34	/	/	SYM
cet-12853	123	35	h	h	NOUN
cet-12853	123	36	mw	mw	NOUN
cet-12853	123	37	–	–	PUNCT
cet-12853	123	38	weight	weight	NOUN
cet-12853	123	39	average	average	ADJ
cet-12853	123	40	molecular	molecular	ADJ
cet-12853	123	41	weight	weight	NOUN
cet-12853	123	42	,	,	PUNCT
cet-12853	123	43	kg	kg	PROPN
cet-12853	123	44	/	/	SYM
cet-12853	123	45	mol	mol	ADP
cet-12853	123	46	q̇	q̇	ADJ
cet-12853	123	47	–	–	PUNCT
cet-12853	123	48	energy	energy	NOUN
cet-12853	123	49	demand	demand	NOUN
cet-12853	123	50	,	,	PUNCT
cet-12853	123	51	mw	mw	PROPN
cet-12853	123	52	t	t	PROPN
cet-12853	123	53	–	–	PUNCT
cet-12853	123	54	discrete	discrete	ADJ
cet-12853	123	55	time	time	NOUN
cet-12853	123	56	,	,	PUNCT
cet-12853	123	57	h	h	NOUN
cet-12853	123	58	α	α	NOUN
cet-12853	123	59	–	–	PUNCT
cet-12853	123	60	penalty	penalty	NOUN
cet-12853	123	61	for	for	ADP
cet-12853	123	62	the	the	DET
cet-12853	123	63	input	input	NOUN
cet-12853	123	64	change,€	change,€	PROPN
cet-12853	123	65	h²/kg²	h²/kg²	PROPN
cet-12853	123	66	or	or	CCONJ
cet-12853	123	67	h²/kg	h²/kg	NOUN
cet-12853	123	68	acknowledgments	acknowledgment	NOUN
cet-12853	123	69	the	the	DET
cet-12853	123	70	project	project	NOUN
cet-12853	123	71	leading	lead	VERB
cet-12853	123	72	to	to	ADP
cet-12853	123	73	this	this	DET
cet-12853	123	74	publication	publication	NOUN
cet-12853	123	75	has	have	AUX
cet-12853	123	76	received	receive	VERB
cet-12853	123	77	funding	funding	NOUN
cet-12853	123	78	from	from	ADP
cet-12853	123	79	the	the	DET
cet-12853	123	80	european	european	PROPN
cet-12853	123	81	union	union	PROPN
cet-12853	123	82	’s	’s	PART
cet-12853	123	83	horizon	horizon	NOUN
cet-12853	123	84	2020	2020	NUM
cet-12853	123	85	research	research	NOUN
cet-12853	123	86	and	and	CCONJ
cet-12853	123	87	innovation	innovation	NOUN
cet-12853	123	88	programme	programme	NOUN
cet-12853	123	89	simplify	simplify	VERB
cet-12853	123	90	under	under	ADP
cet-12853	123	91	grant	grant	NOUN
cet-12853	123	92	agreement	agreement	NOUN
cet-12853	123	93	no	no	DET
cet-12853	123	94	820716	820716	NUM
cet-12853	123	95	.	.	PUNCT
cet-12853	124	1	references	reference	NOUN
cet-12853	124	2	bhavsar	bhavsar	ADJ
cet-12853	124	3	,	,	PUNCT
cet-12853	124	4	r.	r.	PROPN
cet-12853	124	5	,	,	PUNCT
cet-12853	124	6	nehete	nehete	PROPN
cet-12853	124	7	,	,	PUNCT
cet-12853	124	8	k.	k.	PROPN
cet-12853	124	9	,	,	PUNCT
cet-12853	124	10	2019	2019	NUM
cet-12853	124	11	,	,	PUNCT
cet-12853	124	12	rheological	rheological	ADJ
cet-12853	124	13	approach	approach	NOUN
cet-12853	124	14	to	to	PART
cet-12853	124	15	select	select	VERB
cet-12853	124	16	most	most	ADV
cet-12853	124	17	suitable	suitable	ADJ
cet-12853	124	18	associative	associative	ADJ
cet-12853	124	19	thickener	thickener	NOUN
cet-12853	124	20	for	for	ADP
cet-12853	124	21	waterbased	waterbase	VERB
cet-12853	124	22	polymer	polymer	NOUN
cet-12853	124	23	dispersions	dispersion	NOUN
cet-12853	124	24	and	and	CCONJ
cet-12853	124	25	paints	paint	NOUN
cet-12853	124	26	.	.	PUNCT
cet-12853	125	1	journal	journal	NOUN
cet-12853	125	2	of	of	ADP
cet-12853	125	3	coatings	coating	NOUN
cet-12853	125	4	technology	technology	NOUN
cet-12853	125	5	and	and	CCONJ
cet-12853	125	6	research	research	NOUN
cet-12853	125	7	,	,	PUNCT
cet-12853	125	8	16(4	16(4	NUM
cet-12853	125	9	)	)	PUNCT
cet-12853	125	10	,	,	PUNCT
cet-12853	125	11	1089–1098	1089–1098	NUM
cet-12853	125	12	.	.	PUNCT
cet-12853	126	1	cegla	cegla	PROPN
cet-12853	126	2	,	,	PUNCT
cet-12853	126	3	m.	m.	NOUN
cet-12853	126	4	,	,	PUNCT
cet-12853	126	5	engell	engell	ADJ
cet-12853	126	6	,	,	PUNCT
cet-12853	126	7	s.	s.	PROPN
cet-12853	126	8	2021	2021	NUM
cet-12853	126	9	,	,	PUNCT
cet-12853	126	10	application	application	NOUN
cet-12853	126	11	of	of	ADP
cet-12853	126	12	model	model	NOUN
cet-12853	126	13	predictive	predictive	ADJ
cet-12853	126	14	control	control	NOUN
cet-12853	126	15	to	to	ADP
cet-12853	126	16	the	the	DET
cet-12853	126	17	reactive	reactive	ADJ
cet-12853	126	18	extrusion	extrusion	NOUN
cet-12853	126	19	of	of	ADP
cet-12853	126	20	ε	ε	NOUN
cet-12853	126	21	-	-	PUNCT
cet-12853	126	22	caprolactone	caprolactone	NOUN
cet-12853	126	23	in	in	ADP
cet-12853	126	24	a	a	DET
cet-12853	126	25	twin	twin	ADJ
cet-12853	126	26	-	-	PUNCT
cet-12853	126	27	screw	screw	NOUN
cet-12853	126	28	extruder	extruder	NOUN
cet-12853	126	29	,	,	PUNCT
cet-12853	126	30	ifac	ifac	NOUN
cet-12853	126	31	-	-	PUNCT
cet-12853	126	32	papersonline	papersonline	NOUN
cet-12853	126	33	,	,	PUNCT
cet-12853	126	34	54(3	54(3	NUM
cet-12853	126	35	)	)	PUNCT
cet-12853	126	36	,	,	PUNCT
cet-12853	126	37	225–230	225–230	NUM
cet-12853	126	38	.	.	PUNCT
cet-12853	127	1	eitzlmayr	eitzlmayr	PROPN
cet-12853	127	2	,	,	PUNCT
cet-12853	127	3	a.	a.	NOUN
cet-12853	127	4	,	,	PUNCT
cet-12853	127	5	koscher	koscher	PROPN
cet-12853	127	6	,	,	PUNCT
cet-12853	127	7	g.	g.	PROPN
cet-12853	127	8	,	,	PUNCT
cet-12853	127	9	reynolds	reynolds	PROPN
cet-12853	127	10	,	,	PUNCT
cet-12853	127	11	g.	g.	PROPN
cet-12853	127	12	,	,	PUNCT
cet-12853	127	13	huang	huang	PROPN
cet-12853	127	14	,	,	PUNCT
cet-12853	127	15	z.	z.	PROPN
cet-12853	127	16	,	,	PUNCT
cet-12853	127	17	booth	booth	PROPN
cet-12853	127	18	,	,	PUNCT
cet-12853	127	19	j.	j.	PROPN
cet-12853	127	20	,	,	PUNCT
cet-12853	127	21	shering	shering	NOUN
cet-12853	127	22	,	,	PUNCT
cet-12853	127	23	p.	p.	PROPN
cet-12853	127	24	,	,	PUNCT
cet-12853	127	25	khinast	khinast	PROPN
cet-12853	127	26	,	,	PUNCT
cet-12853	127	27	j.	j.	PROPN
cet-12853	127	28	,	,	PUNCT
cet-12853	127	29	2014	2014	NUM
cet-12853	127	30	,	,	PUNCT
cet-12853	127	31	mechanistic	mechanistic	ADJ
cet-12853	127	32	modeling	modeling	NOUN
cet-12853	127	33	of	of	ADP
cet-12853	127	34	modular	modular	ADJ
cet-12853	127	35	co	co	ADJ
cet-12853	127	36	-	-	ADJ
cet-12853	127	37	rotating	rotating	ADJ
cet-12853	127	38	twin	twin	ADJ
cet-12853	127	39	-	-	PUNCT
cet-12853	127	40	screw	screw	NOUN
cet-12853	127	41	extruders	extruder	NOUN
cet-12853	127	42	,	,	PUNCT
cet-12853	127	43	international	international	ADJ
cet-12853	127	44	journal	journal	NOUN
cet-12853	127	45	of	of	ADP
cet-12853	127	46	pharmaceutics	pharmaceutic	NOUN
cet-12853	127	47	,	,	PUNCT
cet-12853	127	48	474(1–2	474(1–2	NUM
cet-12853	127	49	)	)	PUNCT
cet-12853	127	50	kleiner	kleiner	PROPN
cet-12853	127	51	,	,	PUNCT
cet-12853	127	52	m.	m.	NOUN
cet-12853	127	53	,	,	PUNCT
cet-12853	127	54	litz	litz	PROPN
cet-12853	127	55	,	,	PUNCT
cet-12853	127	56	p.	p.	PROPN
cet-12853	127	57	,	,	PUNCT
cet-12853	127	58	sakhel	sakhel	PROPN
cet-12853	127	59	.	.	PROPN
cet-12853	127	60	,	,	PUNCT
cet-12853	127	61	a.	a.	PROPN
cet-12853	127	62	,	,	PUNCT
cet-12853	127	63	hein	hein	PROPN
cet-12853	127	64	,	,	PUNCT
cet-12853	127	65	f.	f.	PROPN
cet-12853	127	66	,	,	PUNCT
cet-12853	127	67	2021	2021	NUM
cet-12853	127	68	,	,	PUNCT
cet-12853	127	69	agora	agora	PROPN
cet-12853	127	70	energy	energy	NOUN
cet-12853	127	71	transition	transition	NOUN
cet-12853	127	72	(	(	PUNCT
cet-12853	127	73	2021	2021	NUM
cet-12853	127	74	):	):	PUNCT
cet-12853	127	75	agorameter	agorameter	ADJ
cet-12853	127	76	,	,	PUNCT
cet-12853	127	77	data	datum	NOUN
cet-12853	127	78	source	source	NOUN
cet-12853	127	79	,	,	PUNCT
cet-12853	127	80	agora	agora	PROPN
cet-12853	127	81	energiewende	energiewende	NOUN
cet-12853	127	82	,	,	PUNCT
cet-12853	127	83	berlin	berlin	PROPN
cet-12853	127	84	,	,	PUNCT
cet-12853	127	85	germany	germany	PROPN
cet-12853	127	86	moosmann	moosmann	PROPN
cet-12853	127	87	,	,	PUNCT
cet-12853	127	88	l.	l.	PROPN
cet-12853	127	89	et	et	PROPN
cet-12853	127	90	al	al	PROPN
cet-12853	127	91	.	.	PROPN
cet-12853	127	92	,	,	PUNCT
cet-12853	127	93	2021	2021	NUM
cet-12853	127	94	,	,	PUNCT
cet-12853	127	95	the	the	DET
cet-12853	127	96	cop26	cop26	NOUN
cet-12853	127	97	climate	climate	NOUN
cet-12853	127	98	change	change	NOUN
cet-12853	127	99	conference	conference	NOUN
cet-12853	127	100	,	,	PUNCT
cet-12853	127	101	status	status	NOUN
cet-12853	127	102	of	of	ADP
cet-12853	127	103	climate	climate	NOUN
cet-12853	127	104	negotiations	negotiation	NOUN
cet-12853	127	105	and	and	CCONJ
cet-12853	127	106	issues	issue	NOUN
cet-12853	127	107	at	at	ADP
cet-12853	127	108	stake	stake	NOUN
cet-12853	127	109	,	,	PUNCT
cet-12853	127	110	study	study	NOUN
cet-12853	127	111	for	for	ADP
cet-12853	127	112	the	the	DET
cet-12853	127	113	envi	envi	PROPN
cet-12853	127	114	committee	committee	NOUN
cet-12853	127	115	,	,	PUNCT
cet-12853	127	116	european	european	ADJ
cet-12853	127	117	parliament	parliament	PROPN
cet-12853	127	118	,	,	PUNCT
cet-12853	127	119	luxembourg	luxembourg	PROPN
cet-12853	127	120	.	.	PUNCT
cet-12853	128	1	palensky	palensky	PROPN
cet-12853	128	2	,	,	PUNCT
cet-12853	128	3	p.	p.	PROPN
cet-12853	128	4	,	,	PUNCT
cet-12853	128	5	dietrich	dietrich	PROPN
cet-12853	128	6	,	,	PUNCT
cet-12853	128	7	d.	d.	PROPN
cet-12853	128	8	,	,	PUNCT
cet-12853	128	9	2011	2011	NUM
cet-12853	128	10	,	,	PUNCT
cet-12853	128	11	demand	demand	VERB
cet-12853	128	12	side	side	NOUN
cet-12853	128	13	management	management	NOUN
cet-12853	128	14	:	:	PUNCT
cet-12853	128	15	demand	demand	NOUN
cet-12853	128	16	response	response	NOUN
cet-12853	128	17	,	,	PUNCT
cet-12853	128	18	intelligent	intelligent	ADJ
cet-12853	128	19	energy	energy	NOUN
cet-12853	128	20	systems	system	NOUN
cet-12853	128	21	,	,	PUNCT
cet-12853	128	22	and	and	CCONJ
cet-12853	128	23	smart	smart	ADJ
cet-12853	128	24	loads	load	NOUN
cet-12853	128	25	.	.	PUNCT
cet-12853	129	1	ieee	ieee	NOUN
cet-12853	129	2	transactions	transaction	NOUN
cet-12853	129	3	on	on	ADP
cet-12853	129	4	industrial	industrial	ADJ
cet-12853	129	5	informatics	informatic	NOUN
cet-12853	129	6	,	,	PUNCT
cet-12853	129	7	7(3	7(3	NUM
cet-12853	129	8	)	)	PUNCT
cet-12853	129	9	,	,	PUNCT
cet-12853	129	10	381–388	381–388	NUM
cet-12853	129	11	.	.	PUNCT
cet-12853	130	1	peng	peng	PROPN
cet-12853	130	2	,	,	PUNCT
cet-12853	130	3	z.	z.	PROPN
cet-12853	130	4	,	,	PUNCT
cet-12853	130	5	barzegar	barzegar	PROPN
cet-12853	130	6	,	,	PUNCT
cet-12853	130	7	b.	b.	PROPN
cet-12853	130	8	,	,	PUNCT
cet-12853	130	9	yarahmadi	yarahmadi	NOUN
cet-12853	130	10	,	,	PUNCT
cet-12853	130	11	m.	m.	NOUN
cet-12853	130	12	,	,	PUNCT
cet-12853	130	13	motameni	motameni	PROPN
cet-12853	130	14	,	,	PUNCT
cet-12853	130	15	h.	h.	PROPN
cet-12853	130	16	,	,	PUNCT
cet-12853	130	17	pirouzmand	pirouzmand	NOUN
cet-12853	130	18	,	,	PUNCT
cet-12853	130	19	p.	p.	NOUN
cet-12853	130	20	,	,	PUNCT
cet-12853	130	21	2020	2020	NUM
cet-12853	130	22	,	,	PUNCT
cet-12853	130	23	energy	energy	NOUN
cet-12853	130	24	-	-	PUNCT
cet-12853	130	25	aware	aware	ADJ
cet-12853	130	26	scheduling	scheduling	NOUN
cet-12853	130	27	of	of	ADP
cet-12853	130	28	workflow	workflow	NOUN
cet-12853	130	29	using	use	VERB
cet-12853	130	30	a	a	DET
cet-12853	130	31	heuristic	heuristic	ADJ
cet-12853	130	32	method	method	NOUN
cet-12853	130	33	on	on	ADP
cet-12853	130	34	green	green	ADJ
cet-12853	130	35	cloud	cloud	NOUN
cet-12853	130	36	,	,	PUNCT
cet-12853	130	37	scientific	scientific	ADJ
cet-12853	130	38	programming	programming	NOUN
cet-12853	130	39	.	.	PUNCT
cet-12853	131	1	reuvers	reuver	NOUN
cet-12853	131	2	,	,	PUNCT
cet-12853	131	3	a.j	a.j	PROPN
cet-12853	131	4	.	.	PROPN
cet-12853	131	5	,	,	PUNCT
cet-12853	131	6	1999	1999	NUM
cet-12853	131	7	,	,	PUNCT
cet-12853	131	8	control	control	NOUN
cet-12853	131	9	of	of	ADP
cet-12853	131	10	rheology	rheology	NOUN
cet-12853	131	11	of	of	ADP
cet-12853	131	12	water	water	NOUN
cet-12853	131	13	-	-	PUNCT
cet-12853	131	14	borne	bear	VERB
cet-12853	131	15	paints	paint	NOUN
cet-12853	131	16	using	use	VERB
cet-12853	131	17	associative	associative	ADJ
cet-12853	131	18	thickeners	thickener	NOUN
cet-12853	131	19	,	,	PUNCT
cet-12853	131	20	progress	progress	NOUN
cet-12853	131	21	in	in	ADP
cet-12853	131	22	organic	organic	ADJ
cet-12853	131	23	coatings	coating	NOUN
cet-12853	131	24	,	,	PUNCT
cet-12853	131	25	35	35	NUM
cet-12853	131	26	,	,	PUNCT
cet-12853	131	27	171–181	171–181	NUM
cet-12853	131	28	.	.	PUNCT
cet-12853	132	1	36	36	NUM
cet-12853	132	2	15cegla.pdf	15cegla.pdf	NUM
cet-12853	132	3	generation	generation	NOUN
cet-12853	132	4	-	-	PUNCT
cet-12853	132	5	aware	aware	ADJ
cet-12853	132	6	electrified	electrified	ADJ
cet-12853	132	7	production	production	NOUN
cet-12853	132	8	:	:	PUNCT
cet-12853	132	9	optimal	optimal	ADJ
cet-12853	132	10	continuous	continuous	ADJ
cet-12853	132	11	industrial	industrial	ADJ
cet-12853	132	12	production	production	NOUN
cet-12853	132	13	of	of	ADP
cet-12853	132	14	paint	paint	NOUN
cet-12853	132	15	thickeners	thickener	NOUN