id	sid	tid	token	lemma	pos
cet-517	1	1	chemical	chemical	ADJ
cet-517	1	2	engineeringtransactions	engineeringtransaction	NOUN
cet-517	1	3	vol	vol	NOUN
cet-517	1	4	.	.	PROPN
cet-517	1	5	70	70	NUM
cet-517	1	6	,	,	PUNCT
cet-517	1	7	2018	2018	NUM
cet-517	1	8	a	a	DET
cet-517	1	9	publication	publication	NOUN
cet-517	1	10	of	of	ADP
cet-517	1	11	the	the	DET
cet-517	1	12	italian	italian	ADJ
cet-517	1	13	association	association	NOUN
cet-517	1	14	of	of	ADP
cet-517	1	15	chemical	chemical	PROPN
cet-517	1	16	engineering	engineering	NOUN
cet-517	1	17	online	online	ADV
cet-517	1	18	at	at	ADP
cet-517	1	19	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-517	1	20	guest	guest	NOUN
cet-517	1	21	editors	editor	NOUN
cet-517	1	22	:	:	PUNCT
cet-517	1	23	timothy	timothy	PROPN
cet-517	1	24	g.	g.	PROPN
cet-517	1	25	walmsley	walmsley	PROPN
cet-517	1	26	,	,	PUNCT
cet-517	1	27	petar	petar	PROPN
cet-517	1	28	s.	s.	PROPN
cet-517	1	29	varbanov	varbanov	PROPN
cet-517	1	30	,	,	PUNCT
cet-517	1	31	rongxin	rongxin	PROPN
cet-517	1	32	su	su	PROPN
cet-517	1	33	,	,	PUNCT
cet-517	1	34	jiří	jiří	NOUN
cet-517	1	35	j.	j.	PROPN
cet-517	1	36	klemeš	klemeš	PROPN
cet-517	1	37	copyright	copyright	NOUN
cet-517	1	38	©	©	PROPN
cet-517	1	39	2018	2018	NUM
cet-517	1	40	,	,	PUNCT
cet-517	1	41	aidic	aidic	ADJ
cet-517	1	42	servizi	servizi	PROPN
cet-517	1	43	s.r.l	s.r.l	NOUN
cet-517	1	44	.	.	PUNCT
cet-517	2	1	isbn978	isbn978	PROPN
cet-517	2	2	-	-	PUNCT
cet-517	2	3	88	88	NUM
cet-517	2	4	-	-	PUNCT
cet-517	2	5	95608	95608	NUM
cet-517	2	6	-	-	PUNCT
cet-517	2	7	67	67	NUM
cet-517	2	8	-	-	SYM
cet-517	2	9	9	9	NUM
cet-517	2	10	;	;	PUNCT
cet-517	2	11	issn	issn	PROPN
cet-517	2	12	2283	2283	NUM
cet-517	2	13	-	-	SYM
cet-517	2	14	9216	9216	NUM
cet-517	2	15	on	on	ADP
cet-517	2	16	-	-	PUNCT
cet-517	2	17	line	line	NOUN
cet-517	2	18	control	control	NOUN
cet-517	2	19	of	of	ADP
cet-517	2	20	the	the	DET
cet-517	2	21	heat	heat	NOUN
cet-517	2	22	exchanger	exchanger	NOUN
cet-517	2	23	network	network	NOUN
cet-517	2	24	under	under	ADP
cet-517	2	25	industrial	industrial	ADJ
cet-517	2	26	constraints	constraint	NOUN
cet-517	2	27	mariusz	mariusz	PROPN
cet-517	2	28	markowski	markowski	NOUN
cet-517	2	29	*	*	PROPN
cet-517	2	30	,	,	PUNCT
cet-517	2	31	przemyslaw	przemyslaw	PROPN
cet-517	2	32	trzcinski	trzcinski	PROPN
cet-517	2	33	institute	institute	PROPN
cet-517	2	34	of	of	ADP
cet-517	2	35	mechanical	mechanical	ADJ
cet-517	2	36	engineering	engineering	NOUN
cet-517	2	37	,	,	PUNCT
cet-517	2	38	faculty	faculty	NOUN
cet-517	2	39	of	of	ADP
cet-517	2	40	civil	civil	ADJ
cet-517	2	41	engineering	engineering	NOUN
cet-517	2	42	,	,	PUNCT
cet-517	2	43	mechanics	mechanic	NOUN
cet-517	2	44	and	and	CCONJ
cet-517	2	45	petrochemistry	petrochemistry	NOUN
cet-517	2	46	,	,	PUNCT
cet-517	2	47	warsaw	warsaw	PROPN
cet-517	2	48	university	university	PROPN
cet-517	2	49	of	of	ADP
cet-517	2	50	technology	technology	NOUN
cet-517	2	51	,	,	PUNCT
cet-517	2	52	lukasiewicza	lukasiewicza	NOUN
cet-517	2	53	17	17	NUM
cet-517	2	54	,	,	PUNCT
cet-517	2	55	09	09	NUM
cet-517	2	56	-	-	SYM
cet-517	2	57	400	400	NUM
cet-517	2	58	plock	plock	NOUN
cet-517	2	59	,	,	PUNCT
cet-517	2	60	poland	poland	PROPN
cet-517	2	61	mark@pw.plock.pl	mark@pw.plock.pl	PROPN
cet-517	2	62	it	it	PRON
cet-517	2	63	is	be	AUX
cet-517	2	64	commonly	commonly	ADV
cet-517	2	65	known	know	VERB
cet-517	2	66	that	that	SCONJ
cet-517	2	67	the	the	DET
cet-517	2	68	aim	aim	NOUN
cet-517	2	69	of	of	ADP
cet-517	2	70	the	the	DET
cet-517	2	71	heat	heat	NOUN
cet-517	2	72	exchanger	exchanger	NOUN
cet-517	2	73	network	network	NOUN
cet-517	2	74	(	(	PUNCT
cet-517	2	75	hen	hen	NOUN
cet-517	2	76	)	)	PUNCT
cet-517	2	77	is	be	AUX
cet-517	2	78	maximization	maximization	NOUN
cet-517	2	79	of	of	ADP
cet-517	2	80	heat	heat	NOUN
cet-517	2	81	recovery	recovery	NOUN
cet-517	2	82	.	.	PUNCT
cet-517	3	1	unfortunately	unfortunately	ADV
cet-517	3	2	,	,	PUNCT
cet-517	3	3	heat	heat	NOUN
cet-517	3	4	recovery	recovery	NOUN
cet-517	3	5	is	be	AUX
cet-517	3	6	deteriorated	deteriorate	VERB
cet-517	3	7	by	by	ADP
cet-517	3	8	deposits	deposit	NOUN
cet-517	3	9	mounting	mount	VERB
cet-517	3	10	up	up	ADP
cet-517	3	11	on	on	ADP
cet-517	3	12	the	the	DET
cet-517	3	13	heat	heat	NOUN
cet-517	3	14	transfer	transfer	NOUN
cet-517	3	15	surface	surface	NOUN
cet-517	3	16	of	of	ADP
cet-517	3	17	the	the	DET
cet-517	3	18	heat	heat	NOUN
cet-517	3	19	exchangers	exchanger	NOUN
cet-517	3	20	.	.	PUNCT
cet-517	4	1	moreover	moreover	ADV
cet-517	4	2	,	,	PUNCT
cet-517	4	3	the	the	DET
cet-517	4	4	process	process	NOUN
cet-517	4	5	parameters	parameter	NOUN
cet-517	4	6	(	(	PUNCT
cet-517	4	7	temperature	temperature	NOUN
cet-517	4	8	,	,	PUNCT
cet-517	4	9	mass	mass	NOUN
cet-517	4	10	flow	flow	NOUN
cet-517	4	11	,	,	PUNCT
cet-517	4	12	etc	etc	X
cet-517	4	13	.	.	X
cet-517	4	14	)	)	PUNCT
cet-517	4	15	are	be	AUX
cet-517	4	16	changing	change	VERB
cet-517	4	17	with	with	ADP
cet-517	4	18	time	time	NOUN
cet-517	4	19	that	that	PRON
cet-517	4	20	also	also	ADV
cet-517	4	21	are	be	AUX
cet-517	4	22	influencing	influence	VERB
cet-517	4	23	on	on	ADP
cet-517	4	24	heat	heat	NOUN
cet-517	4	25	recovery	recovery	NOUN
cet-517	4	26	.	.	PUNCT
cet-517	5	1	hence	hence	ADV
cet-517	5	2	,	,	PUNCT
cet-517	5	3	to	to	PART
cet-517	5	4	maximize	maximize	VERB
cet-517	5	5	heat	heat	NOUN
cet-517	5	6	recovery	recovery	NOUN
cet-517	5	7	in	in	ADP
cet-517	5	8	real	real	ADJ
cet-517	5	9	hen	hen	NOUN
cet-517	5	10	,	,	PUNCT
cet-517	5	11	the	the	DET
cet-517	5	12	authors	author	NOUN
cet-517	5	13	proposed	propose	VERB
cet-517	5	14	a	a	DET
cet-517	5	15	mathematical	mathematical	ADJ
cet-517	5	16	model	model	NOUN
cet-517	5	17	of	of	ADP
cet-517	5	18	on	on	ADP
cet-517	5	19	-	-	PUNCT
cet-517	5	20	line	line	NOUN
cet-517	5	21	control	control	NOUN
cet-517	5	22	of	of	ADP
cet-517	5	23	hen	hen	NOUN
cet-517	5	24	.	.	PUNCT
cet-517	6	1	unfortunately	unfortunately	ADV
cet-517	6	2	,	,	PUNCT
cet-517	6	3	the	the	DET
cet-517	6	4	existing	exist	VERB
cet-517	6	5	mathematical	mathematical	ADJ
cet-517	6	6	models	model	NOUN
cet-517	6	7	of	of	ADP
cet-517	6	8	the	the	DET
cet-517	6	9	heat	heat	NOUN
cet-517	6	10	exchanger	exchanger	NOUN
cet-517	6	11	are	be	AUX
cet-517	6	12	inaccurate	inaccurate	ADJ
cet-517	6	13	because	because	SCONJ
cet-517	6	14	heat	heat	NOUN
cet-517	6	15	transfer	transfer	NOUN
cet-517	6	16	coefficients	coefficient	NOUN
cet-517	6	17	are	be	AUX
cet-517	6	18	calculated	calculate	VERB
cet-517	6	19	with	with	ADP
cet-517	6	20	errors	error	NOUN
cet-517	6	21	at	at	ADP
cet-517	6	22	values	value	NOUN
cet-517	6	23	ranging	range	VERB
cet-517	6	24	from	from	ADP
cet-517	6	25	10	10	NUM
cet-517	6	26	to	to	PART
cet-517	6	27	40	40	NUM
cet-517	6	28	%	%	NOUN
cet-517	6	29	.	.	PUNCT
cet-517	7	1	to	to	PART
cet-517	7	2	overcome	overcome	VERB
cet-517	7	3	this	this	DET
cet-517	7	4	issue	issue	NOUN
cet-517	7	5	,	,	PUNCT
cet-517	7	6	the	the	DET
cet-517	7	7	authors	author	NOUN
cet-517	7	8	introduced	introduce	VERB
cet-517	7	9	a	a	DET
cet-517	7	10	very	very	ADV
cet-517	7	11	accurate	accurate	ADJ
cet-517	7	12	mathematical	mathematical	ADJ
cet-517	7	13	model	model	NOUN
cet-517	7	14	of	of	ADP
cet-517	7	15	the	the	DET
cet-517	7	16	heat	heat	NOUN
cet-517	7	17	exchanger	exchanger	NOUN
cet-517	7	18	.	.	PUNCT
cet-517	8	1	the	the	DET
cet-517	8	2	model	model	NOUN
cet-517	8	3	is	be	AUX
cet-517	8	4	based	base	VERB
cet-517	8	5	on	on	ADP
cet-517	8	6	industrial	industrial	ADJ
cet-517	8	7	measurements	measurement	NOUN
cet-517	8	8	of	of	ADP
cet-517	8	9	the	the	DET
cet-517	8	10	process	process	NOUN
cet-517	8	11	stream	stream	NOUN
cet-517	8	12	parameters	parameter	NOUN
cet-517	8	13	.	.	PUNCT
cet-517	9	1	these	these	DET
cet-517	9	2	parameters	parameter	NOUN
cet-517	9	3	are	be	AUX
cet-517	9	4	used	use	VERB
cet-517	9	5	for	for	ADP
cet-517	9	6	on	on	ADP
cet-517	9	7	-	-	PUNCT
cet-517	9	8	line	line	NOUN
cet-517	9	9	validation	validation	NOUN
cet-517	9	10	of	of	ADP
cet-517	9	11	the	the	DET
cet-517	9	12	heat	heat	NOUN
cet-517	9	13	exchanger	exchanger	NOUN
cet-517	9	14	model	model	NOUN
cet-517	9	15	.	.	PUNCT
cet-517	10	1	for	for	ADP
cet-517	10	2	the	the	DET
cet-517	10	3	validated	validated	ADJ
cet-517	10	4	model	model	NOUN
cet-517	10	5	,	,	PUNCT
cet-517	10	6	the	the	DET
cet-517	10	7	results	result	NOUN
cet-517	10	8	of	of	ADP
cet-517	10	9	calculation	calculation	NOUN
cet-517	10	10	are	be	AUX
cet-517	10	11	very	very	ADV
cet-517	10	12	accurate	accurate	ADJ
cet-517	10	13	,	,	PUNCT
cet-517	10	14	for	for	SCONJ
cet-517	10	15	the	the	DET
cet-517	10	16	errors	error	NOUN
cet-517	10	17	of	of	ADP
cet-517	10	18	calculations	calculation	NOUN
cet-517	10	19	are	be	AUX
cet-517	10	20	less	less	ADJ
cet-517	10	21	than	than	ADP
cet-517	10	22	1	1	NUM
cet-517	10	23	%	%	NOUN
cet-517	10	24	.	.	PUNCT
cet-517	11	1	in	in	ADP
cet-517	11	2	this	this	DET
cet-517	11	3	article	article	NOUN
cet-517	11	4	,	,	PUNCT
cet-517	11	5	the	the	DET
cet-517	11	6	proposed	propose	VERB
cet-517	11	7	model	model	NOUN
cet-517	11	8	is	be	AUX
cet-517	11	9	applied	apply	VERB
cet-517	11	10	to	to	ADP
cet-517	11	11	hen	hen	NOUN
cet-517	11	12	in	in	ADP
cet-517	11	13	crude	crude	ADJ
cet-517	11	14	distillation	distillation	NOUN
cet-517	11	15	unit	unit	NOUN
cet-517	11	16	(	(	PUNCT
cet-517	11	17	cdu	cdu	PROPN
cet-517	11	18	)	)	PUNCT
cet-517	11	19	,	,	PUNCT
cet-517	11	20	processing	process	VERB
cet-517	11	21	800	800	NUM
cet-517	11	22	t	t	PROPN
cet-517	11	23	/	/	SYM
cet-517	11	24	h	h	NOUN
cet-517	11	25	of	of	ADP
cet-517	11	26	crude	crude	ADJ
cet-517	11	27	oil	oil	NOUN
cet-517	11	28	.	.	PUNCT
cet-517	12	1	in	in	ADP
cet-517	12	2	proposed	propose	VERB
cet-517	12	3	on	on	ADP
cet-517	12	4	-	-	PUNCT
cet-517	12	5	line	line	NOUN
cet-517	12	6	model	model	NOUN
cet-517	12	7	,	,	PUNCT
cet-517	12	8	the	the	DET
cet-517	12	9	manipulated	manipulate	VERB
cet-517	12	10	variables	variable	NOUN
cet-517	12	11	are	be	AUX
cet-517	12	12	mass	mass	ADJ
cet-517	12	13	flows	flow	NOUN
cet-517	12	14	of	of	ADP
cet-517	12	15	crude	crude	ADJ
cet-517	12	16	oil	oil	NOUN
cet-517	12	17	passing	pass	VERB
cet-517	12	18	via	via	ADP
cet-517	12	19	several	several	ADJ
cet-517	12	20	branches	branch	NOUN
cet-517	12	21	of	of	ADP
cet-517	12	22	the	the	DET
cet-517	12	23	hen	hen	NOUN
cet-517	12	24	.	.	PUNCT
cet-517	13	1	the	the	DET
cet-517	13	2	results	result	NOUN
cet-517	13	3	of	of	ADP
cet-517	13	4	the	the	DET
cet-517	13	5	hen	hen	PROPN
cet-517	13	6	simulation	simulation	NOUN
cet-517	13	7	show	show	VERB
cet-517	13	8	that	that	SCONJ
cet-517	13	9	on	on	ADP
cet-517	13	10	-	-	PUNCT
cet-517	13	11	line	line	NOUN
cet-517	13	12	control	control	NOUN
cet-517	13	13	of	of	ADP
cet-517	13	14	the	the	DET
cet-517	13	15	mass	mass	NOUN
cet-517	13	16	flow	flow	NOUN
cet-517	13	17	through	through	ADP
cet-517	13	18	several	several	ADJ
cet-517	13	19	branches	branch	NOUN
cet-517	13	20	of	of	ADP
cet-517	13	21	the	the	DET
cet-517	13	22	hen	hen	NOUN
cet-517	13	23	gives	give	VERB
cet-517	13	24	an	an	DET
cet-517	13	25	opportunity	opportunity	NOUN
cet-517	13	26	to	to	ADP
cet-517	13	27	1.5	1.5	NUM
cet-517	13	28	%	%	NOUN
cet-517	13	29	increase	increase	NOUN
cet-517	13	30	of	of	ADP
cet-517	13	31	the	the	DET
cet-517	13	32	total	total	ADJ
cet-517	13	33	heat	heat	NOUN
cet-517	13	34	recovery	recovery	NOUN
cet-517	13	35	.	.	PUNCT
cet-517	14	1	1	1	X
cet-517	14	2	.	.	X
cet-517	14	3	introduction	introduction	NOUN
cet-517	14	4	in	in	ADP
cet-517	14	5	industrial	industrial	ADJ
cet-517	14	6	plants	plant	NOUN
cet-517	14	7	,	,	PUNCT
cet-517	14	8	most	most	ADJ
cet-517	14	9	process	process	NOUN
cet-517	14	10	media	medium	NOUN
cet-517	14	11	can	can	AUX
cet-517	14	12	form	form	VERB
cet-517	14	13	deposits	deposit	NOUN
cet-517	14	14	on	on	ADP
cet-517	14	15	internal	internal	ADJ
cet-517	14	16	surfaces	surface	NOUN
cet-517	14	17	of	of	ADP
cet-517	14	18	process	process	NOUN
cet-517	14	19	equipment	equipment	NOUN
cet-517	14	20	units	unit	NOUN
cet-517	14	21	.	.	PUNCT
cet-517	15	1	the	the	DET
cet-517	15	2	layer	layer	NOUN
cet-517	15	3	of	of	ADP
cet-517	15	4	a	a	DET
cet-517	15	5	deposit	deposit	NOUN
cet-517	15	6	which	which	PRON
cet-517	15	7	builds	build	VERB
cet-517	15	8	up	up	ADP
cet-517	15	9	on	on	ADP
cet-517	15	10	heat	heat	NOUN
cet-517	15	11	transfer	transfer	NOUN
cet-517	15	12	surfaces	surface	NOUN
cet-517	15	13	deteriorates	deteriorate	VERB
cet-517	15	14	operation	operation	NOUN
cet-517	15	15	of	of	ADP
cet-517	15	16	the	the	DET
cet-517	15	17	plant	plant	NOUN
cet-517	15	18	and	and	CCONJ
cet-517	15	19	leads	lead	VERB
cet-517	15	20	to	to	ADP
cet-517	15	21	economic	economic	ADJ
cet-517	15	22	losses	loss	NOUN
cet-517	15	23	.	.	PUNCT
cet-517	16	1	in	in	ADP
cet-517	16	2	the	the	DET
cet-517	16	3	chemical	chemical	NOUN
cet-517	16	4	industry	industry	NOUN
cet-517	16	5	,	,	PUNCT
cet-517	16	6	this	this	PRON
cet-517	16	7	is	be	AUX
cet-517	16	8	the	the	DET
cet-517	16	9	real	real	ADJ
cet-517	16	10	operation	operation	NOUN
cet-517	16	11	problem	problem	NOUN
cet-517	16	12	which	which	PRON
cet-517	16	13	leads	lead	VERB
cet-517	16	14	to	to	ADP
cet-517	16	15	reduction	reduction	NOUN
cet-517	16	16	of	of	ADP
cet-517	16	17	plant	plant	NOUN
cet-517	16	18	output	output	NOUN
cet-517	16	19	and	and	CCONJ
cet-517	16	20	heat	heat	NOUN
cet-517	16	21	recovery	recovery	NOUN
cet-517	16	22	in	in	ADP
cet-517	16	23	hen	hen	NOUN
cet-517	16	24	.	.	PUNCT
cet-517	17	1	there	there	PRON
cet-517	17	2	are	be	VERB
cet-517	17	3	several	several	ADJ
cet-517	17	4	methods	method	NOUN
cet-517	17	5	that	that	PRON
cet-517	17	6	can	can	AUX
cet-517	17	7	be	be	AUX
cet-517	17	8	applied	apply	VERB
cet-517	17	9	in	in	ADP
cet-517	17	10	industrial	industrial	ADJ
cet-517	17	11	application	application	NOUN
cet-517	17	12	aiming	aim	VERB
cet-517	17	13	at	at	ADP
cet-517	17	14	reduction	reduction	NOUN
cet-517	17	15	of	of	ADP
cet-517	17	16	detrimental	detrimental	ADJ
cet-517	17	17	effects	effect	NOUN
cet-517	17	18	of	of	ADP
cet-517	17	19	fouling	fouling	NOUN
cet-517	17	20	in	in	ADP
cet-517	17	21	the	the	DET
cet-517	17	22	hen	hen	NOUN
cet-517	17	23	,	,	PUNCT
cet-517	17	24	for	for	ADP
cet-517	17	25	example	example	NOUN
cet-517	17	26	:	:	PUNCT
cet-517	17	27	•	•	NUM
cet-517	17	28	design	design	NOUN
cet-517	17	29	methods	method	NOUN
cet-517	17	30	aiming	aim	VERB
cet-517	17	31	at	at	ADP
cet-517	17	32	selection	selection	NOUN
cet-517	17	33	of	of	ADP
cet-517	17	34	suitable	suitable	ADJ
cet-517	17	35	network	network	NOUN
cet-517	17	36	structure	structure	NOUN
cet-517	17	37	,	,	PUNCT
cet-517	17	38	heat	heat	NOUN
cet-517	17	39	exchanger	exchanger	NOUN
cet-517	17	40	type	type	NOUN
cet-517	17	41	and	and	CCONJ
cet-517	17	42	parameters	parameter	NOUN
cet-517	17	43	(	(	PUNCT
cet-517	17	44	ravagnani	ravagnani	NOUN
cet-517	17	45	and	and	CCONJ
cet-517	17	46	caballero	caballero	NOUN
cet-517	17	47	,	,	PUNCT
cet-517	17	48	2007	2007	NUM
cet-517	17	49	)	)	PUNCT
cet-517	17	50	,	,	PUNCT
cet-517	17	51	•	•	ADJ
cet-517	17	52	on	on	ADP
cet-517	17	53	-	-	PUNCT
cet-517	17	54	line	line	NOUN
cet-517	17	55	cleaning	cleaning	NOUN
cet-517	17	56	methods	method	NOUN
cet-517	17	57	:	:	PUNCT
cet-517	17	58	chemical	chemical	NOUN
cet-517	17	59	(	(	PUNCT
cet-517	17	60	application	application	NOUN
cet-517	17	61	of	of	ADP
cet-517	17	62	antifoulants	antifoulant	NOUN
cet-517	17	63	)	)	PUNCT
cet-517	17	64	(	(	PUNCT
cet-517	17	65	müller	müller	NOUN
cet-517	17	66	-	-	PUNCT
cet-517	17	67	steinhagen	steinhagen	NOUN
cet-517	17	68	,	,	PUNCT
cet-517	17	69	2000	2000	NUM
cet-517	17	70	)	)	PUNCT
cet-517	17	71	or	or	CCONJ
cet-517	17	72	mechanical	mechanical	ADJ
cet-517	17	73	(	(	PUNCT
cet-517	17	74	application	application	NOUN
cet-517	17	75	of	of	ADP
cet-517	17	76	tube	tube	NOUN
cet-517	17	77	inserts	insert	NOUN
cet-517	17	78	)	)	PUNCT
cet-517	17	79	(	(	PUNCT
cet-517	17	80	krueger	krueger	PROPN
cet-517	17	81	and	and	CCONJ
cet-517	17	82	pouponnot	pouponnot	ADV
cet-517	17	83	,	,	PUNCT
cet-517	17	84	2005	2005	NUM
cet-517	17	85	)	)	PUNCT
cet-517	17	86	,	,	PUNCT
cet-517	17	87	•	•	ADJ
cet-517	17	88	off	off	ADP
cet-517	17	89	-	-	PUNCT
cet-517	17	90	line	line	NOUN
cet-517	17	91	cleaning	cleaning	NOUN
cet-517	17	92	methods	method	NOUN
cet-517	17	93	:	:	PUNCT
cet-517	17	94	mechanical	mechanical	ADJ
cet-517	17	95	or	or	CCONJ
cet-517	17	96	chemical	chemical	NOUN
cet-517	17	97	(	(	PUNCT
cet-517	17	98	müller	müller	NOUN
cet-517	17	99	-	-	PUNCT
cet-517	17	100	steinhagen	steinhagen	NOUN
cet-517	17	101	,	,	PUNCT
cet-517	17	102	2000	2000	NUM
cet-517	17	103	)	)	PUNCT
cet-517	17	104	,	,	PUNCT
cet-517	17	105	•	•	ADJ
cet-517	17	106	on	on	ADP
cet-517	17	107	-	-	PUNCT
cet-517	17	108	line	line	NOUN
cet-517	17	109	diagnosis	diagnosis	NOUN
cet-517	17	110	of	of	ADP
cet-517	17	111	hen	hen	NOUN
cet-517	17	112	(	(	PUNCT
cet-517	17	113	liporace	liporace	NOUN
cet-517	17	114	and	and	CCONJ
cet-517	17	115	oliveira	oliveira	PROPN
cet-517	17	116	,	,	PUNCT
cet-517	17	117	2005	2005	NUM
cet-517	17	118	)	)	PUNCT
cet-517	17	119	,	,	PUNCT
cet-517	17	120	•	•	ADJ
cet-517	17	121	on	on	ADP
cet-517	17	122	-	-	PUNCT
cet-517	17	123	line	line	NOUN
cet-517	17	124	cleaning	cleaning	NOUN
cet-517	17	125	methods	method	NOUN
cet-517	17	126	of	of	ADP
cet-517	17	127	hen	hen	NOUN
cet-517	17	128	using	use	VERB
cet-517	17	129	optimal	optimal	ADJ
cet-517	17	130	cleaning	cleaning	NOUN
cet-517	17	131	schedule	schedule	NOUN
cet-517	17	132	(	(	PUNCT
cet-517	17	133	markowski	markowski	NOUN
cet-517	17	134	and	and	CCONJ
cet-517	17	135	urbaniec	urbaniec	NOUN
cet-517	17	136	,	,	PUNCT
cet-517	17	137	2005	2005	NUM
cet-517	17	138	)	)	PUNCT
cet-517	17	139	.	.	PUNCT
cet-517	18	1	in	in	ADP
cet-517	18	2	industry	industry	NOUN
cet-517	18	3	,	,	PUNCT
cet-517	18	4	the	the	DET
cet-517	18	5	common	common	ADJ
cet-517	18	6	practice	practice	NOUN
cet-517	18	7	is	be	AUX
cet-517	18	8	mechanical	mechanical	ADJ
cet-517	18	9	cleaning	cleaning	NOUN
cet-517	18	10	of	of	ADP
cet-517	18	11	heat	heat	NOUN
cet-517	18	12	transfer	transfer	NOUN
cet-517	18	13	surfaces	surface	NOUN
cet-517	18	14	in	in	ADP
cet-517	18	15	the	the	DET
cet-517	18	16	framework	framework	NOUN
cet-517	18	17	of	of	ADP
cet-517	18	18	plant	plant	NOUN
cet-517	18	19	maintenance	maintenance	NOUN
cet-517	18	20	.	.	PUNCT
cet-517	19	1	in	in	ADP
cet-517	19	2	case	case	NOUN
cet-517	19	3	of	of	ADP
cet-517	19	4	serious	serious	ADJ
cet-517	19	5	deterioration	deterioration	NOUN
cet-517	19	6	of	of	ADP
cet-517	19	7	thermal	thermal	ADJ
cet-517	19	8	performance	performance	NOUN
cet-517	19	9	,	,	PUNCT
cet-517	19	10	a	a	DET
cet-517	19	11	heat	heat	NOUN
cet-517	19	12	exchanger	exchanger	NOUN
cet-517	19	13	may	may	AUX
cet-517	19	14	also	also	ADV
cet-517	19	15	be	be	AUX
cet-517	19	16	temporarily	temporarily	ADV
cet-517	19	17	taken	take	VERB
cet-517	19	18	out	out	ADP
cet-517	19	19	of	of	ADP
cet-517	19	20	operation	operation	NOUN
cet-517	19	21	and	and	CCONJ
cet-517	19	22	cleaned	clean	VERB
cet-517	19	23	at	at	ADP
cet-517	19	24	a	a	DET
cet-517	19	25	very	very	ADV
cet-517	19	26	short	short	ADJ
cet-517	19	27	period	period	NOUN
cet-517	19	28	of	of	ADP
cet-517	19	29	time	time	NOUN
cet-517	19	30	.	.	PUNCT
cet-517	20	1	most	most	ADV
cet-517	20	2	advanced	advanced	ADJ
cet-517	20	3	and	and	CCONJ
cet-517	20	4	very	very	ADV
cet-517	20	5	profitable	profitable	ADJ
cet-517	20	6	methods	method	NOUN
cet-517	20	7	,	,	PUNCT
cet-517	20	8	that	that	ADV
cet-517	20	9	is	is	ADV
cet-517	20	10	,	,	PUNCT
cet-517	20	11	on	on	ADP
cet-517	20	12	-	-	PUNCT
cet-517	20	13	line	line	NOUN
cet-517	20	14	hen	hen	NOUN
cet-517	20	15	cleaning	cleaning	NOUN
cet-517	20	16	and	and	CCONJ
cet-517	20	17	control	control	NOUN
cet-517	20	18	are	be	AUX
cet-517	20	19	applied	apply	VERB
cet-517	20	20	rarely	rarely	ADV
cet-517	20	21	.	.	PUNCT
cet-517	21	1	when	when	SCONJ
cet-517	21	2	applying	apply	VERB
cet-517	21	3	the	the	DET
cet-517	21	4	advanced	advanced	ADJ
cet-517	21	5	method	method	NOUN
cet-517	21	6	of	of	ADP
cet-517	21	7	hen	hen	NOUN
cet-517	21	8	control	control	NOUN
cet-517	21	9	,	,	PUNCT
cet-517	21	10	it	it	PRON
cet-517	21	11	is	be	AUX
cet-517	21	12	necessary	necessary	ADJ
cet-517	21	13	to	to	PART
cet-517	21	14	monitor	monitor	VERB
cet-517	21	15	the	the	DET
cet-517	21	16	state	state	NOUN
cet-517	21	17	of	of	ADP
cet-517	21	18	hen	hen	NOUN
cet-517	21	19	very	very	ADV
cet-517	21	20	precisely	precisely	ADV
cet-517	21	21	.	.	PUNCT
cet-517	22	1	unfortunately	unfortunately	ADV
cet-517	22	2	,	,	PUNCT
cet-517	22	3	it	it	PRON
cet-517	22	4	is	be	AUX
cet-517	22	5	very	very	ADV
cet-517	22	6	difficult	difficult	ADJ
cet-517	22	7	to	to	PART
cet-517	22	8	predict	predict	VERB
cet-517	22	9	a	a	DET
cet-517	22	10	fouling	fouling	NOUN
cet-517	22	11	resistance	resistance	NOUN
cet-517	22	12	of	of	ADP
cet-517	22	13	deposits	deposit	NOUN
cet-517	22	14	.	.	PUNCT
cet-517	23	1	namely	namely	ADV
cet-517	23	2	,	,	PUNCT
cet-517	23	3	the	the	DET
cet-517	23	4	existing	exist	VERB
cet-517	23	5	correlations	correlation	NOUN
cet-517	23	6	describing	describe	VERB
cet-517	23	7	heat	heat	NOUN
cet-517	23	8	transfer	transfer	NOUN
cet-517	23	9	coefficients	coefficient	NOUN
cet-517	23	10	in	in	ADP
cet-517	23	11	the	the	DET
cet-517	23	12	shell	shell	NOUN
cet-517	23	13	and	and	CCONJ
cet-517	23	14	tube	tube	NOUN
cet-517	23	15	heat	heat	NOUN
cet-517	23	16	exchangers	exchanger	NOUN
cet-517	23	17	are	be	AUX
cet-517	23	18	inaccurate	inaccurate	ADJ
cet-517	23	19	because	because	SCONJ
cet-517	23	20	they	they	PRON
cet-517	23	21	are	be	AUX
cet-517	23	22	calculated	calculate	VERB
cet-517	23	23	with	with	ADP
cet-517	23	24	errors	error	NOUN
cet-517	23	25	at	at	ADP
cet-517	23	26	values	value	NOUN
cet-517	23	27	ranging	range	VERB
cet-517	23	28	from	from	ADP
cet-517	23	29	10	10	NUM
cet-517	23	30	to	to	PART
cet-517	23	31	40	40	NUM
cet-517	23	32	%	%	NOUN
cet-517	23	33	(	(	PUNCT
cet-517	23	34	ullmann	ullmann	PROPN
cet-517	23	35	’s	’s	PART
cet-517	23	36	encyclopedia	encyclopedia	NOUN
cet-517	23	37	,	,	PUNCT
cet-517	23	38	1988	1988	NUM
cet-517	23	39	)	)	PUNCT
cet-517	23	40	.	.	PUNCT
cet-517	24	1	a	a	DET
cet-517	24	2	similar	similar	ADJ
cet-517	24	3	situation	situation	NOUN
cet-517	24	4	takes	take	VERB
cet-517	24	5	place	place	NOUN
cet-517	24	6	with	with	ADP
cet-517	24	7	accurate	accurate	ADJ
cet-517	24	8	prediction	prediction	NOUN
cet-517	24	9	of	of	ADP
cet-517	24	10	the	the	DET
cet-517	24	11	fouling	fouling	NOUN
cet-517	24	12	resistance	resistance	NOUN
cet-517	24	13	of	of	ADP
cet-517	24	14	deposits	deposit	NOUN
cet-517	24	15	.	.	PUNCT
cet-517	25	1	here	here	ADV
cet-517	25	2	,	,	PUNCT
cet-517	25	3	there	there	PRON
cet-517	25	4	are	be	VERB
cet-517	25	5	sophisticated	sophisticated	ADJ
cet-517	25	6	models	model	NOUN
cet-517	25	7	of	of	ADP
cet-517	25	8	fouling	foul	VERB
cet-517	25	9	growth	growth	NOUN
cet-517	25	10	applied	apply	VERB
cet-517	25	11	.	.	PUNCT
cet-517	26	1	ishiyama	ishiyama	NOUN
cet-517	26	2	et	et	PROPN
cet-517	26	3	al	al	PROPN
cet-517	26	4	.	.	PROPN
cet-517	27	1	(	(	PUNCT
cet-517	27	2	2011	2011	NUM
cet-517	27	3	)	)	PUNCT
cet-517	27	4	described	describe	VERB
cet-517	27	5	doi	doi	NOUN
cet-517	27	6	:	:	PUNCT
cet-517	27	7	10.3303	10.3303	NUM
cet-517	27	8	/	/	SYM
cet-517	27	9	cet1870087	cet1870087	NOUN
cet-517	27	10	please	please	INTJ
cet-517	27	11	cite	cite	VERB
cet-517	27	12	this	this	DET
cet-517	27	13	article	article	NOUN
cet-517	27	14	as	as	ADP
cet-517	27	15	:	:	PUNCT
cet-517	27	16	markowski	markowski	NOUN
cet-517	27	17	m.	m.	NOUN
cet-517	27	18	,	,	PUNCT
cet-517	27	19	trzcinski	trzcinski	PROPN
cet-517	27	20	p.	p.	PROPN
cet-517	27	21	,	,	PUNCT
cet-517	27	22	2018	2018	NUM
cet-517	27	23	,	,	PUNCT
cet-517	27	24	on	on	ADP
cet-517	27	25	-	-	PUNCT
cet-517	27	26	line	line	NOUN
cet-517	27	27	control	control	NOUN
cet-517	27	28	of	of	ADP
cet-517	27	29	the	the	DET
cet-517	27	30	heat	heat	NOUN
cet-517	27	31	exchanger	exchanger	NOUN
cet-517	27	32	network	network	NOUN
cet-517	27	33	under	under	ADP
cet-517	27	34	industrial	industrial	ADJ
cet-517	27	35	constraints	constraint	NOUN
cet-517	27	36	,	,	PUNCT
cet-517	27	37	chemical	chemical	NOUN
cet-517	27	38	engineering	engineering	NOUN
cet-517	27	39	transactions	transaction	NOUN
cet-517	27	40	,	,	PUNCT
cet-517	27	41	70	70	NUM
cet-517	27	42	,	,	PUNCT
cet-517	27	43	517	517	NUM
cet-517	27	44	-	-	SYM
cet-517	27	45	522	522	NUM
cet-517	27	46	doi:10.3303	doi:10.3303	NOUN
cet-517	27	47	/	/	SYM
cet-517	27	48	cet1870087	cet1870087	NOUN
cet-517	27	49	517	517	NUM
cet-517	27	50	fouling	fouling	NOUN
cet-517	27	51	as	as	ADP
cet-517	27	52	a	a	DET
cet-517	27	53	phenomenon	phenomenon	NOUN
cet-517	27	54	of	of	ADP
cet-517	27	55	deposition	deposition	NOUN
cet-517	27	56	and	and	CCONJ
cet-517	27	57	ageing	age	VERB
cet-517	27	58	combination	combination	NOUN
cet-517	27	59	.	.	PUNCT
cet-517	28	1	pogiatzis	pogiatzi	NOUN
cet-517	28	2	et	et	PROPN
cet-517	28	3	al	al	PROPN
cet-517	28	4	.	.	PROPN
cet-517	29	1	(	(	PUNCT
cet-517	29	2	2012	2012	NUM
cet-517	29	3	)	)	PUNCT
cet-517	29	4	introduced	introduce	VERB
cet-517	29	5	a	a	DET
cet-517	29	6	two	two	NUM
cet-517	29	7	-	-	PUNCT
cet-517	29	8	layer	layer	NOUN
cet-517	29	9	model	model	NOUN
cet-517	29	10	of	of	ADP
cet-517	29	11	fouling	fouling	NOUN
cet-517	29	12	resistances	resistance	NOUN
cet-517	29	13	.	.	PUNCT
cet-517	30	1	yang	yang	PROPN
cet-517	30	2	and	and	CCONJ
cet-517	30	3	crittenden	crittenden	PROPN
cet-517	30	4	(	(	PUNCT
cet-517	30	5	2012	2012	NUM
cet-517	30	6	)	)	PUNCT
cet-517	30	7	used	use	VERB
cet-517	30	8	cfd	cfd	NOUN
cet-517	30	9	method	method	NOUN
cet-517	30	10	to	to	PART
cet-517	30	11	predict	predict	VERB
cet-517	30	12	heat	heat	NOUN
cet-517	30	13	transfer	transfer	NOUN
cet-517	30	14	under	under	ADP
cet-517	30	15	fouling	fouling	NOUN
cet-517	30	16	in	in	ADP
cet-517	30	17	bare	bare	ADJ
cet-517	30	18	tubes	tube	NOUN
cet-517	30	19	and	and	CCONJ
cet-517	30	20	tubes	tube	NOUN
cet-517	30	21	fitted	fit	VERB
cet-517	30	22	with	with	ADP
cet-517	30	23	inserts	insert	NOUN
cet-517	30	24	.	.	PUNCT
cet-517	31	1	to	to	PART
cet-517	31	2	overcome	overcome	VERB
cet-517	31	3	these	these	DET
cet-517	31	4	negative	negative	ADJ
cet-517	31	5	constraints	constraint	NOUN
cet-517	31	6	,	,	PUNCT
cet-517	31	7	the	the	DET
cet-517	31	8	author	author	NOUN
cet-517	31	9	elaborated	elaborate	VERB
cet-517	31	10	a	a	DET
cet-517	31	11	mathematical	mathematical	ADJ
cet-517	31	12	model	model	NOUN
cet-517	31	13	of	of	ADP
cet-517	31	14	the	the	DET
cet-517	31	15	heat	heat	NOUN
cet-517	31	16	exchanger	exchanger	NOUN
cet-517	31	17	under	under	ADP
cet-517	31	18	fouling	fouling	NOUN
cet-517	31	19	,	,	PUNCT
cet-517	31	20	based	base	VERB
cet-517	31	21	on	on	ADP
cet-517	31	22	industrial	industrial	ADJ
cet-517	31	23	measurements	measurement	NOUN
cet-517	31	24	of	of	ADP
cet-517	31	25	the	the	DET
cet-517	31	26	process	process	NOUN
cet-517	31	27	stream	stream	NOUN
cet-517	31	28	parameters	parameter	NOUN
cet-517	31	29	.	.	PUNCT
cet-517	32	1	these	these	DET
cet-517	32	2	measurements	measurement	NOUN
cet-517	32	3	are	be	AUX
cet-517	32	4	used	use	VERB
cet-517	32	5	for	for	ADP
cet-517	32	6	upgrading	upgrade	VERB
cet-517	32	7	the	the	DET
cet-517	32	8	correlations	correlation	NOUN
cet-517	32	9	describing	describe	VERB
cet-517	32	10	the	the	DET
cet-517	32	11	heat	heat	NOUN
cet-517	32	12	transfer	transfer	NOUN
cet-517	32	13	coefficients	coefficient	NOUN
cet-517	32	14	by	by	ADP
cet-517	32	15	adjusting	adjust	VERB
cet-517	32	16	the	the	DET
cet-517	32	17	values	value	NOUN
cet-517	32	18	of	of	ADP
cet-517	32	19	constant	constant	ADJ
cet-517	32	20	,	,	PUNCT
cet-517	32	21	that	that	ADV
cet-517	32	22	is	is	ADV
cet-517	32	23	,	,	PUNCT
cet-517	32	24	power	power	NOUN
cet-517	32	25	exponents	exponent	NOUN
cet-517	32	26	for	for	ADP
cet-517	32	27	reynolds	reynold	NOUN
cet-517	32	28	and	and	CCONJ
cet-517	32	29	prandtl	prandtl	NOUN
cet-517	32	30	number	number	NOUN
cet-517	32	31	,	,	PUNCT
cet-517	32	32	etc	etc	X
cet-517	32	33	.	.	X
cet-517	32	34	for	for	ADP
cet-517	32	35	the	the	DET
cet-517	32	36	proposed	propose	VERB
cet-517	32	37	method	method	NOUN
cet-517	32	38	the	the	DET
cet-517	32	39	heat	heat	NOUN
cet-517	32	40	exchanger	exchanger	NOUN
cet-517	32	41	model	model	NOUN
cet-517	32	42	is	be	AUX
cet-517	32	43	very	very	ADV
cet-517	32	44	accurate	accurate	ADJ
cet-517	32	45	for	for	ADP
cet-517	32	46	the	the	DET
cet-517	32	47	errors	error	NOUN
cet-517	32	48	of	of	ADP
cet-517	32	49	calculations	calculation	NOUN
cet-517	32	50	are	be	AUX
cet-517	32	51	less	less	ADJ
cet-517	32	52	than	than	ADP
cet-517	32	53	1	1	NUM
cet-517	32	54	%	%	NOUN
cet-517	32	55	.	.	PUNCT
cet-517	33	1	thus	thus	ADV
cet-517	33	2	,	,	PUNCT
cet-517	33	3	it	it	PRON
cet-517	33	4	is	be	AUX
cet-517	33	5	possible	possible	ADJ
cet-517	33	6	to	to	PART
cet-517	33	7	apply	apply	VERB
cet-517	33	8	this	this	DET
cet-517	33	9	model	model	NOUN
cet-517	33	10	for	for	ADP
cet-517	33	11	on	on	ADP
cet-517	33	12	-	-	PUNCT
cet-517	33	13	line	line	NOUN
cet-517	33	14	control	control	NOUN
cet-517	33	15	of	of	ADP
cet-517	33	16	hen	hen	NOUN
cet-517	33	17	aiming	aim	VERB
cet-517	33	18	at	at	ADP
cet-517	33	19	more	more	ADV
cet-517	33	20	efficient	efficient	ADJ
cet-517	33	21	heat	heat	NOUN
cet-517	33	22	recovery	recovery	NOUN
cet-517	33	23	.	.	PUNCT
cet-517	34	1	2	2	X
cet-517	34	2	.	.	X
cet-517	34	3	processing	processing	NOUN
cet-517	34	4	of	of	ADP
cet-517	34	5	the	the	DET
cet-517	34	6	measurement	measurement	NOUN
cet-517	34	7	data	datum	NOUN
cet-517	34	8	in	in	ADP
cet-517	34	9	order	order	NOUN
cet-517	34	10	to	to	PART
cet-517	34	11	make	make	VERB
cet-517	34	12	validation	validation	NOUN
cet-517	34	13	of	of	ADP
cet-517	34	14	the	the	DET
cet-517	34	15	heat	heat	NOUN
cet-517	34	16	exchanger	exchanger	NOUN
cet-517	34	17	model	model	NOUN
cet-517	34	18	the	the	DET
cet-517	34	19	required	require	VERB
cet-517	34	20	process	process	NOUN
cet-517	34	21	data	datum	NOUN
cet-517	34	22	,	,	PUNCT
cet-517	34	23	obtained	obtain	VERB
cet-517	34	24	from	from	ADP
cet-517	34	25	measurements	measurement	NOUN
cet-517	34	26	,	,	PUNCT
cet-517	34	27	include	include	VERB
cet-517	34	28	mass	mass	ADJ
cet-517	34	29	flow	flow	NOUN
cet-517	34	30	on	on	ADP
cet-517	34	31	shell	shell	ADJ
cet-517	34	32	side	side	NOUN
cet-517	34	33	(	(	PUNCT
cet-517	34	34	msi	msi	PROPN
cet-517	34	35	)	)	PUNCT
cet-517	34	36	and	and	CCONJ
cet-517	34	37	tube	tube	NOUN
cet-517	34	38	side	side	NOUN
cet-517	34	39	(	(	PUNCT
cet-517	34	40	mti	mti	NOUN
cet-517	34	41	)	)	PUNCT
cet-517	34	42	of	of	ADP
cet-517	34	43	the	the	DET
cet-517	34	44	heat	heat	NOUN
cet-517	34	45	exchanger	exchanger	NOUN
cet-517	34	46	,	,	PUNCT
cet-517	34	47	inlet	inlet	NOUN
cet-517	34	48	/	/	SYM
cet-517	34	49	outlet	outlet	NOUN
cet-517	34	50	temperature	temperature	NOUN
cet-517	34	51	on	on	ADP
cet-517	34	52	shell	shell	ADJ
cet-517	34	53	side	side	NOUN
cet-517	34	54	(	(	PUNCT
cet-517	34	55	tsi	tsi	NOUN
cet-517	34	56	/tso	/tso	PUNCT
cet-517	34	57	)	)	PUNCT
cet-517	34	58	and	and	CCONJ
cet-517	34	59	tube	tube	NOUN
cet-517	34	60	side	side	NOUN
cet-517	34	61	(	(	PUNCT
cet-517	34	62	tti	tti	PROPN
cet-517	34	63	/tto	/tto	PROPN
cet-517	34	64	)	)	PUNCT
cet-517	34	65	of	of	ADP
cet-517	34	66	the	the	DET
cet-517	34	67	heat	heat	NOUN
cet-517	34	68	exchanger	exchanger	NOUN
cet-517	34	69	(	(	PUNCT
cet-517	34	70	figure	figure	NOUN
cet-517	34	71	1	1	NUM
cet-517	34	72	)	)	PUNCT
cet-517	34	73	.	.	PUNCT
cet-517	35	1	figure	figure	NOUN
cet-517	35	2	1	1	NUM
cet-517	35	3	:	:	PUNCT
cet-517	35	4	required	require	VERB
cet-517	35	5	set	set	NOUN
cet-517	35	6	of	of	ADP
cet-517	35	7	process	process	NOUN
cet-517	35	8	data	datum	NOUN
cet-517	35	9	aiming	aim	VERB
cet-517	35	10	at	at	ADP
cet-517	35	11	on	on	ADP
cet-517	35	12	-	-	PUNCT
cet-517	35	13	line	line	NOUN
cet-517	35	14	control	control	NOUN
cet-517	35	15	of	of	ADP
cet-517	35	16	the	the	DET
cet-517	35	17	hen	hen	NOUN
cet-517	35	18	(	(	PUNCT
cet-517	35	19	markowski	markowski	NOUN
cet-517	35	20	et	et	PROPN
cet-517	35	21	al	al	PROPN
cet-517	35	22	.	.	PROPN
cet-517	35	23	,	,	PUNCT
cet-517	35	24	2013	2013	NUM
cet-517	35	25	)	)	PUNCT
cet-517	35	26	however	however	ADV
cet-517	35	27	,	,	PUNCT
cet-517	35	28	measured	measure	VERB
cet-517	35	29	process	process	NOUN
cet-517	35	30	data	datum	NOUN
cet-517	35	31	(	(	PUNCT
cet-517	35	32	raw	raw	ADJ
cet-517	35	33	data	datum	NOUN
cet-517	35	34	)	)	PUNCT
cet-517	35	35	contains	contain	VERB
cet-517	35	36	errors	error	NOUN
cet-517	35	37	caused	cause	VERB
cet-517	35	38	by	by	ADP
cet-517	35	39	inaccurate	inaccurate	ADJ
cet-517	35	40	instruments	instrument	NOUN
cet-517	35	41	,	,	PUNCT
cet-517	35	42	disturbances	disturbance	NOUN
cet-517	35	43	in	in	ADP
cet-517	35	44	data	datum	NOUN
cet-517	35	45	transmission	transmission	NOUN
cet-517	35	46	,	,	PUNCT
cet-517	35	47	transient	transient	ADJ
cet-517	35	48	state	state	NOUN
cet-517	35	49	of	of	ADP
cet-517	35	50	the	the	DET
cet-517	35	51	operated	operate	VERB
cet-517	35	52	hen	hen	NOUN
cet-517	35	53	.	.	PUNCT
cet-517	36	1	therefore	therefore	ADV
cet-517	36	2	,	,	PUNCT
cet-517	36	3	raw	raw	ADJ
cet-517	36	4	data	datum	NOUN
cet-517	36	5	can	can	AUX
cet-517	36	6	not	not	PART
cet-517	36	7	be	be	AUX
cet-517	36	8	directly	directly	ADV
cet-517	36	9	used	use	VERB
cet-517	36	10	for	for	ADP
cet-517	36	11	upgrading	upgrade	VERB
cet-517	36	12	the	the	DET
cet-517	36	13	correlations	correlation	NOUN
cet-517	36	14	describing	describe	VERB
cet-517	36	15	the	the	DET
cet-517	36	16	heat	heat	NOUN
cet-517	36	17	transfer	transfer	NOUN
cet-517	36	18	coefficients	coefficient	NOUN
cet-517	36	19	and	and	CCONJ
cet-517	36	20	finally	finally	ADV
cet-517	36	21	for	for	ADP
cet-517	36	22	determination	determination	NOUN
cet-517	36	23	of	of	ADP
cet-517	36	24	fouling	fouling	NOUN
cet-517	36	25	resistances	resistance	NOUN
cet-517	36	26	.	.	PUNCT
cet-517	37	1	to	to	PART
cet-517	37	2	overcome	overcome	VERB
cet-517	37	3	this	this	DET
cet-517	37	4	problem	problem	NOUN
cet-517	37	5	at	at	ADP
cet-517	37	6	the	the	DET
cet-517	37	7	beginning	beginning	NOUN
cet-517	37	8	,	,	PUNCT
cet-517	37	9	all	all	DET
cet-517	37	10	the	the	DET
cet-517	37	11	data	datum	NOUN
cet-517	37	12	should	should	AUX
cet-517	37	13	be	be	AUX
cet-517	37	14	pre	pre	VERB
cet-517	37	15	-	-	VERB
cet-517	37	16	processed	process	VERB
cet-517	37	17	by	by	ADP
cet-517	37	18	filtering	filter	VERB
cet-517	37	19	aiming	aim	VERB
cet-517	37	20	at	at	ADP
cet-517	37	21	the	the	DET
cet-517	37	22	elimination	elimination	NOUN
cet-517	37	23	of	of	ADP
cet-517	37	24	gross	gross	ADJ
cet-517	37	25	errors	error	NOUN
cet-517	37	26	.	.	PUNCT
cet-517	38	1	after	after	SCONJ
cet-517	38	2	that	that	DET
cet-517	38	3	measured	measure	VERB
cet-517	38	4	data	datum	NOUN
cet-517	38	5	should	should	AUX
cet-517	38	6	be	be	AUX
cet-517	38	7	averaged	average	VERB
cet-517	38	8	over	over	ADP
cet-517	38	9	the	the	DET
cet-517	38	10	properly	properly	ADV
cet-517	38	11	selected	select	VERB
cet-517	38	12	time	time	NOUN
cet-517	38	13	intervals	interval	NOUN
cet-517	38	14	to	to	PART
cet-517	38	15	make	make	VERB
cet-517	38	16	the	the	DET
cet-517	38	17	application	application	NOUN
cet-517	38	18	of	of	ADP
cet-517	38	19	steady	steady	ADJ
cet-517	38	20	-	-	PUNCT
cet-517	38	21	state	state	NOUN
cet-517	38	22	model	model	NOUN
cet-517	38	23	of	of	ADP
cet-517	38	24	the	the	DET
cet-517	38	25	heat	heat	NOUN
cet-517	38	26	exchanger	exchanger	NOUN
cet-517	38	27	possible	possible	ADJ
cet-517	38	28	.	.	PUNCT
cet-517	39	1	finally	finally	ADV
cet-517	39	2	,	,	PUNCT
cet-517	39	3	data	datum	NOUN
cet-517	39	4	reconciliation	reconciliation	NOUN
cet-517	39	5	should	should	AUX
cet-517	39	6	be	be	AUX
cet-517	39	7	carried	carry	VERB
cet-517	39	8	out	out	ADP
cet-517	39	9	to	to	PART
cet-517	39	10	minimize	minimize	VERB
cet-517	39	11	the	the	DET
cet-517	39	12	uncertainty	uncertainty	NOUN
cet-517	39	13	caused	cause	VERB
cet-517	39	14	by	by	ADP
cet-517	39	15	the	the	DET
cet-517	39	16	limited	limited	ADJ
cet-517	39	17	accuracy	accuracy	NOUN
cet-517	39	18	of	of	ADP
cet-517	39	19	measurements	measurement	NOUN
cet-517	39	20	and	and	CCONJ
cet-517	39	21	the	the	DET
cet-517	39	22	bias	bias	NOUN
cet-517	39	23	due	due	ADP
cet-517	39	24	to	to	ADP
cet-517	39	25	application	application	NOUN
cet-517	39	26	of	of	ADP
cet-517	39	27	steady	steady	ADJ
cet-517	39	28	-	-	PUNCT
cet-517	39	29	state	state	NOUN
cet-517	39	30	modeling	modeling	NOUN
cet-517	39	31	.	.	PUNCT
cet-517	40	1	3	3	X
cet-517	40	2	.	.	X
cet-517	40	3	modeling	modeling	NOUN
cet-517	40	4	of	of	ADP
cet-517	40	5	the	the	DET
cet-517	40	6	heat	heat	NOUN
cet-517	40	7	exchanger	exchanger	NOUN
cet-517	40	8	basing	base	VERB
cet-517	40	9	on	on	ADP
cet-517	40	10	measurements	measurement	NOUN
cet-517	40	11	as	as	SCONJ
cet-517	40	12	it	it	PRON
cet-517	40	13	is	be	AUX
cet-517	40	14	commonly	commonly	ADV
cet-517	40	15	known	know	VERB
cet-517	40	16	,	,	PUNCT
cet-517	40	17	heat	heat	NOUN
cet-517	40	18	transfer	transfer	NOUN
cet-517	40	19	in	in	ADP
cet-517	40	20	a	a	DET
cet-517	40	21	heat	heat	NOUN
cet-517	40	22	exchanger	exchanger	NOUN
cet-517	40	23	can	can	AUX
cet-517	40	24	be	be	AUX
cet-517	40	25	calculated	calculate	VERB
cet-517	40	26	from	from	ADP
cet-517	40	27	the	the	DET
cet-517	40	28	following	follow	VERB
cet-517	40	29	equation	equation	NOUN
cet-517	40	30	:	:	PUNCT
cet-517	40	31			ADP
cet-517	40	32			NOUN
cet-517	40	33	datuq	datuq	NOUN
cet-517	40	34	f	f	PROPN
cet-517	40	35	(	(	PUNCT
cet-517	40	36	1	1	NUM
cet-517	40	37	)	)	PUNCT
cet-517	40	38	where	where	SCONJ
cet-517	40	39	:	:	PUNCT
cet-517	40	40	q	q	X
cet-517	40	41	–	–	PUNCT
cet-517	40	42	heat	heat	NOUN
cet-517	40	43	flow	flow	NOUN
cet-517	40	44	,	,	PUNCT
cet-517	40	45	uf	uf	INTJ
cet-517	40	46	–	–	PUNCT
cet-517	40	47	overall	overall	ADJ
cet-517	40	48	heat	heat	NOUN
cet-517	40	49	transfer	transfer	NOUN
cet-517	40	50	coefficient	coefficient	NOUN
cet-517	40	51	,	,	PUNCT
cet-517	40	52	δt	δt	X
cet-517	40	53	–	–	PUNCT
cet-517	40	54	temperature	temperature	NOUN
cet-517	40	55	difference	difference	NOUN
cet-517	40	56	,	,	PUNCT
cet-517	40	57	da	da	X
cet-517	40	58	–	–	PUNCT
cet-517	40	59	differential	differential	NOUN
cet-517	40	60	of	of	ADP
cet-517	40	61	the	the	DET
cet-517	40	62	area	area	NOUN
cet-517	40	63	of	of	ADP
cet-517	40	64	heat	heat	NOUN
cet-517	40	65	transfer	transfer	NOUN
cet-517	40	66	surface	surface	NOUN
cet-517	40	67	.	.	PUNCT
cet-517	41	1	the	the	DET
cet-517	41	2	overall	overall	ADJ
cet-517	41	3	heat	heat	NOUN
cet-517	41	4	transfer	transfer	NOUN
cet-517	41	5	coefficient	coefficient	NOUN
cet-517	41	6	can	can	AUX
cet-517	41	7	be	be	AUX
cet-517	41	8	expressed	express	VERB
cet-517	41	9	as	as	ADP
cet-517	41	10	:	:	PUNCT
cet-517	41	11	f	f	PROPN
cet-517	41	12	st	st	PROPN
cet-517	41	13	f	f	PROPN
cet-517	41	14	r	r	NOUN
cet-517	41	15	hh	hh	NOUN
cet-517	41	16	u	u	PROPN
cet-517	41	17			PROPN
cet-517	41	18			ADJ
cet-517	41	19	11	11	NUM
cet-517	41	20	1	1	NUM
cet-517	41	21	(	(	PUNCT
cet-517	41	22	2	2	NUM
cet-517	41	23	)	)	PUNCT
cet-517	41	24	where	where	SCONJ
cet-517	41	25	:	:	PUNCT
cet-517	41	26	ht	ht	PROPN
cet-517	41	27	and	and	CCONJ
cet-517	41	28	hs	hs	PROPN
cet-517	41	29	heat	heat	NOUN
cet-517	41	30	transfer	transfer	NOUN
cet-517	41	31	coefficient	coefficient	NOUN
cet-517	41	32	on	on	ADP
cet-517	41	33	the	the	DET
cet-517	41	34	tube	tube	NOUN
cet-517	41	35	and	and	CCONJ
cet-517	41	36	shell	shell	ADJ
cet-517	41	37	side	side	NOUN
cet-517	41	38	,	,	PUNCT
cet-517	41	39	respectively	respectively	ADV
cet-517	41	40	,	,	PUNCT
cet-517	41	41	rf	rf	PRON
cet-517	41	42	–	–	PUNCT
cet-517	41	43	fouling	foul	VERB
cet-517	41	44	resistance	resistance	NOUN
cet-517	41	45	of	of	ADP
cet-517	41	46	deposits	deposit	NOUN
cet-517	41	47	.	.	PUNCT
cet-517	42	1	commonly	commonly	ADV
cet-517	42	2	,	,	PUNCT
cet-517	42	3	the	the	DET
cet-517	42	4	heat	heat	NOUN
cet-517	42	5	transfer	transfer	NOUN
cet-517	42	6	coefficient	coefficient	NOUN
cet-517	42	7	is	be	AUX
cet-517	42	8	a	a	DET
cet-517	42	9	function	function	NOUN
cet-517	42	10	of	of	ADP
cet-517	42	11	reynolds	reynolds	PROPN
cet-517	42	12	number	number	PROPN
cet-517	42	13	re	re	ADP
cet-517	42	14	and	and	CCONJ
cet-517	42	15	prandtl	prandtl	NOUN
cet-517	42	16	number	number	NOUN
cet-517	42	17	pr	pr	NOUN
cet-517	42	18	.	.	PUNCT
cet-517	43	1	for	for	ADP
cet-517	43	2	example	example	NOUN
cet-517	43	3	,	,	PUNCT
cet-517	43	4	this	this	DET
cet-517	43	5	coefficient	coefficient	NOUN
cet-517	43	6	can	can	AUX
cet-517	43	7	be	be	AUX
cet-517	43	8	determined	determine	VERB
cet-517	43	9	using	use	VERB
cet-517	43	10	an	an	DET
cet-517	43	11	empirical	empirical	ADJ
cet-517	43	12	equation	equation	NOUN
cet-517	43	13	of	of	ADP
cet-517	43	14	the	the	DET
cet-517	43	15	form	form	NOUN
cet-517	43	16	:	:	PUNCT
cet-517	43	17	h	h	NUM
cet-517	43	18	=	=	NOUN
cet-517	43	19	a∙re	a∙re	X
cet-517	43	20	b∙pr	b∙pr	ADJ
cet-517	43	21	e∙(pr	e∙(pr	PROPN
cet-517	43	22	/	/	SYM
cet-517	43	23	prw	prw	ADJ
cet-517	43	24	)	)	PUNCT
cet-517	43	25	n	n	PROPN
cet-517	43	26	(	(	PUNCT
cet-517	43	27	3	3	NUM
cet-517	43	28	)	)	PUNCT
cet-517	43	29	518	518	NUM
cet-517	43	30	commonly	commonly	ADV
cet-517	43	31	,	,	PUNCT
cet-517	43	32	the	the	DET
cet-517	43	33	constants	constant	NOUN
cet-517	43	34	a	a	DET
cet-517	43	35	,	,	PUNCT
cet-517	43	36	b	b	NOUN
cet-517	43	37	,	,	PUNCT
cet-517	43	38	n	n	CCONJ
cet-517	43	39	,	,	PUNCT
cet-517	43	40	and	and	CCONJ
cet-517	43	41	e	e	NOUN
cet-517	43	42	are	be	AUX
cet-517	43	43	determined	determine	VERB
cet-517	43	44	on	on	ADP
cet-517	43	45	the	the	DET
cet-517	43	46	base	base	NOUN
cet-517	43	47	of	of	ADP
cet-517	43	48	literature	literature	NOUN
cet-517	43	49	,	,	PUNCT
cet-517	43	50	but	but	CCONJ
cet-517	43	51	the	the	DET
cet-517	43	52	obtained	obtain	VERB
cet-517	43	53	value	value	NOUN
cet-517	43	54	of	of	ADP
cet-517	43	55	heat	heat	NOUN
cet-517	43	56	transfer	transfer	NOUN
cet-517	43	57	coefficient	coefficient	NOUN
cet-517	43	58	is	be	AUX
cet-517	43	59	inaccurate	inaccurate	ADJ
cet-517	43	60	.	.	PUNCT
cet-517	44	1	the	the	DET
cet-517	44	2	correlation	correlation	NOUN
cet-517	44	3	expressed	express	VERB
cet-517	44	4	by	by	ADP
cet-517	44	5	eq(3	eq(3	NOUN
cet-517	44	6	)	)	PUNCT
cet-517	44	7	can	can	AUX
cet-517	44	8	be	be	AUX
cet-517	44	9	corrected	correct	VERB
cet-517	44	10	by	by	ADP
cet-517	44	11	adjusting	adjust	VERB
cet-517	44	12	new	new	ADJ
cet-517	44	13	values	value	NOUN
cet-517	44	14	of	of	ADP
cet-517	44	15	constant	constant	ADJ
cet-517	44	16	a	a	DET
cet-517	44	17	,	,	PUNCT
cet-517	44	18	b	b	NOUN
cet-517	44	19	,	,	PUNCT
cet-517	44	20	n	n	CCONJ
cet-517	44	21	,	,	PUNCT
cet-517	44	22	e	e	X
cet-517	44	23	using	use	VERB
cet-517	44	24	the	the	DET
cet-517	44	25	measurement	measurement	NOUN
cet-517	44	26	data	datum	NOUN
cet-517	44	27	for	for	ADP
cet-517	44	28	heat	heat	NOUN
cet-517	44	29	exchanger	exchanger	NOUN
cet-517	44	30	in	in	ADP
cet-517	44	31	clean	clean	ADJ
cet-517	44	32	condition	condition	NOUN
cet-517	44	33	(	(	PUNCT
cet-517	44	34	rf=0	rf=0	PROPN
cet-517	44	35	)	)	PUNCT
cet-517	44	36	.	.	PUNCT
cet-517	45	1	assuming	assume	VERB
cet-517	45	2	that	that	SCONJ
cet-517	45	3	the	the	DET
cet-517	45	4	heat	heat	NOUN
cet-517	45	5	exchanger	exchanger	NOUN
cet-517	45	6	was	be	AUX
cet-517	45	7	cleaned	clean	VERB
cet-517	45	8	from	from	ADP
cet-517	45	9	fouling	foul	VERB
cet-517	45	10	during	during	ADP
cet-517	45	11	the	the	DET
cet-517	45	12	maintenance	maintenance	NOUN
cet-517	45	13	time	time	NOUN
cet-517	45	14	,	,	PUNCT
cet-517	45	15	these	these	DET
cet-517	45	16	measurement	measurement	NOUN
cet-517	45	17	data	datum	NOUN
cet-517	45	18	(	(	PUNCT
cet-517	45	19	for	for	ADP
cet-517	45	20	clean	clean	ADJ
cet-517	45	21	condition	condition	NOUN
cet-517	45	22	)	)	PUNCT
cet-517	45	23	can	can	AUX
cet-517	45	24	be	be	AUX
cet-517	45	25	collected	collect	VERB
cet-517	45	26	at	at	ADP
cet-517	45	27	the	the	DET
cet-517	45	28	beginning	beginning	NOUN
cet-517	45	29	of	of	ADP
cet-517	45	30	run	run	NOUN
cet-517	45	31	time	time	NOUN
cet-517	45	32	operation	operation	NOUN
cet-517	45	33	of	of	ADP
cet-517	45	34	exchanger	exchanger	NOUN
cet-517	45	35	.	.	PUNCT
cet-517	46	1	the	the	DET
cet-517	46	2	algorithm	algorithm	NOUN
cet-517	46	3	of	of	ADP
cet-517	46	4	adjusting	adjust	VERB
cet-517	46	5	new	new	ADJ
cet-517	46	6	values	value	NOUN
cet-517	46	7	of	of	ADP
cet-517	46	8	constant	constant	ADJ
cet-517	46	9	a	a	DET
cet-517	46	10	,	,	PUNCT
cet-517	46	11	b	b	NOUN
cet-517	46	12	,	,	PUNCT
cet-517	46	13	n	n	CCONJ
cet-517	46	14	,	,	PUNCT
cet-517	46	15	e	e	X
cet-517	46	16	is	be	AUX
cet-517	46	17	as	as	SCONJ
cet-517	46	18	follows	follow	VERB
cet-517	46	19	.	.	PUNCT
cet-517	47	1	the	the	DET
cet-517	47	2	inlet	inlet	ADJ
cet-517	47	3	temperature	temperature	NOUN
cet-517	47	4	(	(	PUNCT
cet-517	47	5	tti	tti	PROPN
cet-517	47	6	and	and	CCONJ
cet-517	47	7	tsi	tsi	PROPN
cet-517	47	8	)	)	PUNCT
cet-517	47	9	,	,	PUNCT
cet-517	47	10	mass	mass	NOUN
cet-517	47	11	flow	flow	NOUN
cet-517	47	12	(	(	PUNCT
cet-517	47	13	mt	mt	PROPN
cet-517	47	14	and	and	CCONJ
cet-517	47	15	ms	ms	PROPN
cet-517	47	16	)	)	PUNCT
cet-517	47	17	and	and	CCONJ
cet-517	47	18	outlet	outlet	NOUN
cet-517	47	19	temperature	temperature	NOUN
cet-517	47	20	(	(	PUNCT
cet-517	47	21	tto	tto	NOUN
cet-517	47	22	and	and	CCONJ
cet-517	47	23	tso	tso	PROPN
cet-517	47	24	)	)	PUNCT
cet-517	47	25	are	be	AUX
cet-517	47	26	known	know	VERB
cet-517	47	27	from	from	ADP
cet-517	47	28	measurements	measurement	NOUN
cet-517	47	29	.	.	PUNCT
cet-517	48	1	consequently	consequently	ADV
cet-517	48	2	,	,	PUNCT
cet-517	48	3	using	use	VERB
cet-517	48	4	eqs(13	eqs(13	NOUN
cet-517	48	5	)	)	PUNCT
cet-517	48	6	,	,	PUNCT
cet-517	48	7	it	it	PRON
cet-517	48	8	is	be	AUX
cet-517	48	9	possible	possible	ADJ
cet-517	48	10	to	to	PART
cet-517	48	11	calculate	calculate	VERB
cet-517	48	12	the	the	DET
cet-517	48	13	outlet	outlet	NOUN
cet-517	48	14	temperature	temperature	NOUN
cet-517	48	15	from	from	ADP
cet-517	48	16	the	the	DET
cet-517	48	17	model	model	NOUN
cet-517	48	18	(	(	PUNCT
cet-517	48	19	ttm	ttm	NOUN
cet-517	48	20	and	and	CCONJ
cet-517	48	21	tsm	tsm	NOUN
cet-517	48	22	)	)	PUNCT
cet-517	48	23	.	.	PUNCT
cet-517	49	1	the	the	DET
cet-517	49	2	numerical	numerical	ADJ
cet-517	49	3	values	value	NOUN
cet-517	49	4	of	of	ADP
cet-517	49	5	constants	constant	NOUN
cet-517	49	6	a	a	DET
cet-517	49	7	,	,	PUNCT
cet-517	49	8	b	b	NOUN
cet-517	49	9	,	,	PUNCT
cet-517	49	10	n	n	PROPN
cet-517	49	11	and	and	CCONJ
cet-517	49	12	e	e	NOUN
cet-517	49	13	are	be	AUX
cet-517	49	14	determined	determine	VERB
cet-517	49	15	by	by	ADP
cet-517	49	16	minimization	minimization	NOUN
cet-517	49	17	of	of	ADP
cet-517	49	18	the	the	DET
cet-517	49	19	objective	objective	ADJ
cet-517	49	20	function	function	NOUN
cet-517	49	21	defined	define	VERB
cet-517	49	22	as	as	ADP
cet-517	49	23	the	the	DET
cet-517	49	24	sum	sum	NOUN
cet-517	49	25	,	,	PUNCT
cet-517	49	26	over	over	ADP
cet-517	49	27	the	the	DET
cet-517	49	28	entire	entire	ADJ
cet-517	49	29	data	data	NOUN
cet-517	49	30	pool	pool	NOUN
cet-517	49	31	(	(	PUNCT
cet-517	49	32	j=1	j=1	NOUN
cet-517	49	33	..	..	PUNCT
cet-517	49	34	n	n	CCONJ
cet-517	49	35	)	)	PUNCT
cet-517	49	36	,	,	PUNCT
cet-517	49	37	of	of	ADP
cet-517	49	38	squares	square	NOUN
cet-517	49	39	of	of	ADP
cet-517	49	40	errors	error	NOUN
cet-517	49	41	in	in	ADP
cet-517	49	42	the	the	DET
cet-517	49	43	outlet	outlet	NOUN
cet-517	49	44	temperature	temperature	NOUN
cet-517	49	45	:	:	PUNCT
cet-517	49	46			ADJ
cet-517	49	47			ADP
cet-517	49	48	min	min	PROPN
cet-517	49	49	)	)	PUNCT
cet-517	49	50	(	(	PUNCT
cet-517	49	51	)	)	PUNCT
cet-517	49	52	(	(	PUNCT
cet-517	49	53	1	1	NUM
cet-517	49	54	2	2	NUM
cet-517	49	55	)	)	PUNCT
cet-517	49	56	(	(	PUNCT
cet-517	49	57	)	)	PUNCT
cet-517	49	58	(	(	PUNCT
cet-517	49	59	2	2	NUM
cet-517	49	60	)	)	PUNCT
cet-517	49	61	(	(	PUNCT
cet-517	49	62	)	)	PUNCT
cet-517	49	63	(	(	PUNCT
cet-517	49	64			PROPN
cet-517	49	65			PROPN
cet-517	49	66	n	n	CCONJ
cet-517	49	67	j	j	PROPN
cet-517	49	68	jsojsmjtojtm	jsojsmjtojtm	PROPN
cet-517	49	69	ttttfc	ttttfc	NOUN
cet-517	49	70	(	(	PUNCT
cet-517	49	71	4	4	NUM
cet-517	49	72	)	)	PUNCT
cet-517	49	73	after	after	ADP
cet-517	49	74	upgrading	upgrade	VERB
cet-517	49	75	heat	heat	NOUN
cet-517	49	76	transfer	transfer	NOUN
cet-517	49	77	correlations	correlation	NOUN
cet-517	49	78	,	,	PUNCT
cet-517	49	79	the	the	DET
cet-517	49	80	numerical	numerical	ADJ
cet-517	49	81	calculation	calculation	NOUN
cet-517	49	82	of	of	ADP
cet-517	49	83	fouling	foul	VERB
cet-517	49	84	resistance	resistance	NOUN
cet-517	49	85	rf	rf	NOUN
cet-517	49	86	takes	take	VERB
cet-517	49	87	place	place	NOUN
cet-517	49	88	,	,	PUNCT
cet-517	49	89	for	for	ADP
cet-517	49	90	the	the	DET
cet-517	49	91	assumed	assumed	ADJ
cet-517	49	92	interval	interval	NOUN
cet-517	49	93	of	of	ADP
cet-517	49	94	time	time	NOUN
cet-517	49	95	(	(	PUNCT
cet-517	49	96	for	for	ADP
cet-517	49	97	example	example	NOUN
cet-517	49	98	every	every	DET
cet-517	49	99	week	week	NOUN
cet-517	49	100	)	)	PUNCT
cet-517	49	101	.	.	PUNCT
cet-517	50	1	for	for	ADP
cet-517	50	2	this	this	DET
cet-517	50	3	purpose	purpose	NOUN
cet-517	50	4	,	,	PUNCT
cet-517	50	5	eqs(1	eqs(1	NOUN
cet-517	50	6	-	-	PUNCT
cet-517	50	7	4	4	NUM
cet-517	50	8	)	)	PUNCT
cet-517	50	9	are	be	AUX
cet-517	50	10	used	use	VERB
cet-517	50	11	.	.	PUNCT
cet-517	51	1	the	the	DET
cet-517	51	2	above	above	ADJ
cet-517	51	3	approach	approach	NOUN
cet-517	51	4	makes	make	VERB
cet-517	51	5	it	it	PRON
cet-517	51	6	possible	possible	ADJ
cet-517	51	7	to	to	PART
cet-517	51	8	upgrade	upgrade	VERB
cet-517	51	9	the	the	DET
cet-517	51	10	empirical	empirical	ADJ
cet-517	51	11	correlation	correlation	NOUN
cet-517	51	12	(	(	PUNCT
cet-517	51	13	eq(3	eq(3	NOUN
cet-517	51	14	)	)	PUNCT
cet-517	51	15	)	)	PUNCT
cet-517	51	16	and	and	CCONJ
cet-517	51	17	after	after	SCONJ
cet-517	51	18	that	that	PRON
cet-517	51	19	calculate	calculate	NOUN
cet-517	51	20	the	the	DET
cet-517	51	21	fouling	fouling	NOUN
cet-517	51	22	resistances	resistance	NOUN
cet-517	51	23	rf	rf	ADJ
cet-517	51	24	and	and	CCONJ
cet-517	51	25	the	the	DET
cet-517	51	26	results	result	NOUN
cet-517	51	27	of	of	ADP
cet-517	51	28	modeling	modeling	NOUN
cet-517	51	29	of	of	ADP
cet-517	51	30	the	the	DET
cet-517	51	31	heat	heat	NOUN
cet-517	51	32	exchanger	exchanger	NOUN
cet-517	51	33	are	be	AUX
cet-517	51	34	more	more	ADV
cet-517	51	35	accurate	accurate	ADJ
cet-517	51	36	.	.	PUNCT
cet-517	52	1	for	for	ADP
cet-517	52	2	example	example	NOUN
cet-517	52	3	,	,	PUNCT
cet-517	52	4	using	use	VERB
cet-517	52	5	eq(1	eq(1	NOUN
cet-517	52	6	)	)	PUNCT
cet-517	52	7	and	and	CCONJ
cet-517	52	8	eq(2	eq(2	NOUN
cet-517	52	9	)	)	PUNCT
cet-517	52	10	and	and	CCONJ
cet-517	52	11	upgraded	upgrade	VERB
cet-517	52	12	correlation	correlation	NOUN
cet-517	52	13	(	(	PUNCT
cet-517	52	14	eq(3	eq(3	NOUN
cet-517	52	15	)	)	PUNCT
cet-517	52	16	)	)	PUNCT
cet-517	52	17	,	,	PUNCT
cet-517	52	18	the	the	DET
cet-517	52	19	theoretically	theoretically	ADV
cet-517	52	20	assumed	assume	VERB
cet-517	52	21	curve	curve	NOUN
cet-517	52	22	1	1	NUM
cet-517	52	23	comparing	compare	VERB
cet-517	52	24	with	with	ADP
cet-517	52	25	the	the	DET
cet-517	52	26	numerically	numerically	ADV
cet-517	52	27	reproduced	reproduce	VERB
cet-517	52	28	curve	curve	NOUN
cet-517	52	29	2	2	NUM
cet-517	52	30	is	be	AUX
cet-517	52	31	in	in	ADP
cet-517	52	32	good	good	ADJ
cet-517	52	33	agreement	agreement	NOUN
cet-517	52	34	in	in	ADP
cet-517	52	35	variation	variation	NOUN
cet-517	52	36	of	of	ADP
cet-517	52	37	the	the	DET
cet-517	52	38	thermal	thermal	ADJ
cet-517	52	39	resistance	resistance	NOUN
cet-517	52	40	of	of	ADP
cet-517	52	41	fouling	fouling	NOUN
cet-517	52	42	(	(	PUNCT
cet-517	52	43	figure	figure	NOUN
cet-517	52	44	2	2	NUM
cet-517	52	45	)	)	PUNCT
cet-517	52	46	.	.	PUNCT
cet-517	53	1	figure	figure	NOUN
cet-517	53	2	2	2	NUM
cet-517	53	3	:	:	PUNCT
cet-517	53	4	theoretically	theoretically	ADV
cet-517	53	5	assumed	assume	VERB
cet-517	53	6	(	(	PUNCT
cet-517	53	7	curve	curve	NOUN
cet-517	53	8	1	1	NUM
cet-517	53	9	)	)	PUNCT
cet-517	53	10	and	and	CCONJ
cet-517	53	11	numerically	numerically	ADV
cet-517	53	12	reproduced	reproduce	VERB
cet-517	53	13	(	(	PUNCT
cet-517	53	14	curve	curve	NOUN
cet-517	53	15	2	2	NUM
cet-517	53	16	)	)	PUNCT
cet-517	53	17	variation	variation	NOUN
cet-517	53	18	of	of	ADP
cet-517	53	19	the	the	DET
cet-517	53	20	thermal	thermal	ADJ
cet-517	53	21	resistance	resistance	NOUN
cet-517	53	22	of	of	ADP
cet-517	53	23	fouling	fouling	NOUN
cet-517	53	24	in	in	ADP
cet-517	53	25	time	time	NOUN
cet-517	53	26	for	for	ADP
cet-517	53	27	heat	heat	NOUN
cet-517	53	28	exchanger	exchanger	NOUN
cet-517	53	29	no	no	NOUN
cet-517	53	30	.	.	NOUN
cet-517	53	31	11	11	NUM
cet-517	53	32	from	from	ADP
cet-517	53	33	figure	figure	NOUN
cet-517	53	34	5	5	NUM
cet-517	53	35	(	(	PUNCT
cet-517	53	36	markowski	markowski	NOUN
cet-517	53	37	et	et	PROPN
cet-517	53	38	al	al	PROPN
cet-517	53	39	.	.	PROPN
cet-517	53	40	,	,	PUNCT
cet-517	53	41	2013	2013	NUM
cet-517	53	42	)	)	PUNCT
cet-517	53	43	4	4	NUM
cet-517	53	44	.	.	PUNCT
cet-517	54	1	the	the	DET
cet-517	54	2	mathematical	mathematical	ADJ
cet-517	54	3	model	model	NOUN
cet-517	54	4	of	of	ADP
cet-517	54	5	hen	hen	NOUN
cet-517	54	6	control	control	VERB
cet-517	54	7	the	the	DET
cet-517	54	8	heat	heat	NOUN
cet-517	54	9	interactions	interaction	NOUN
cet-517	54	10	between	between	ADP
cet-517	54	11	1	1	NUM
cet-517	54	12	...	...	SYM
cet-517	54	13	n	n	CCONJ
cet-517	54	14	hot	hot	ADJ
cet-517	54	15	process	process	NOUN
cet-517	54	16	streams	stream	NOUN
cet-517	54	17	and	and	CCONJ
cet-517	54	18	n+1	n+1	PROPN
cet-517	54	19	..	..	PROPN
cet-517	54	20	m	m	NOUN
cet-517	54	21	cold	cold	ADJ
cet-517	54	22	process	process	NOUN
cet-517	54	23	streams	stream	NOUN
cet-517	54	24	can	can	AUX
cet-517	54	25	be	be	AUX
cet-517	54	26	described	describe	VERB
cet-517	54	27	by	by	ADP
cet-517	54	28	the	the	DET
cet-517	54	29	following	follow	VERB
cet-517	54	30	formulae	formulae	NOUN
cet-517	54	31	(	(	PUNCT
cet-517	54	32	figure	figure	NOUN
cet-517	54	33	3	3	NUM
cet-517	54	34	):	):	PUNCT
cet-517	54	35	heat	heat	NOUN
cet-517	54	36	balance	balance	NOUN
cet-517	54	37	between	between	ADP
cet-517	54	38	i	i	PROPN
cet-517	54	39	-	-	PUNCT
cet-517	54	40	th	th	X
cet-517	54	41	hot	hot	ADJ
cet-517	54	42	stream	stream	NOUN
cet-517	54	43	and	and	CCONJ
cet-517	54	44	k	k	NOUN
cet-517	54	45	-	-	PUNCT
cet-517	54	46	th	th	VERB
cet-517	54	47	cold	cold	ADJ
cet-517	54	48	stream	stream	NOUN
cet-517	54	49	in	in	ADP
cet-517	54	50	the	the	DET
cet-517	54	51	jl	jl	NOUN
cet-517	54	52	-	-	PUNCT
cet-517	54	53	th	th	VERB
cet-517	54	54	heat	heat	NOUN
cet-517	54	55	exchanger	exchanger	NOUN
cet-517	54	56	:	:	PUNCT
cet-517	54	57	the	the	DET
cet-517	54	58	decrement	decrement	NOUN
cet-517	54	59	of	of	ADP
cet-517	54	60	enthalpy	enthalpy	NOUN
cet-517	54	61	flow	flow	NOUN
cet-517	54	62	for	for	ADP
cet-517	54	63	i	i	PROPN
cet-517	54	64	-	-	PUNCT
cet-517	54	65	th	th	VERB
cet-517	54	66	hot	hot	ADJ
cet-517	54	67	process	process	NOUN
cet-517	54	68	stream	stream	NOUN
cet-517	54	69			PUNCT
cet-517	54	70			PROPN
cet-517	54	71			PROPN
cet-517	55	1	1ij	1ij	ADJ
cet-517	55	2	ij	ij	NOUN
cet-517	55	3	t	t	PROPN
cet-517	55	4	t	t	PROPN
cet-517	55	5	hiihij	hiihij	PROPN
cet-517	55	6	dtcmh	dtcmh	PROPN
cet-517	55	7	(	(	PUNCT
cet-517	55	8	5	5	X
cet-517	55	9	)	)	PUNCT
cet-517	55	10	the	the	DET
cet-517	55	11	increment	increment	NOUN
cet-517	55	12	of	of	ADP
cet-517	55	13	enthalpy	enthalpy	NOUN
cet-517	55	14	flow	flow	NOUN
cet-517	55	15	for	for	ADP
cet-517	55	16	k	k	NOUN
cet-517	55	17	-	-	PUNCT
cet-517	55	18	th	th	VERB
cet-517	55	19	cold	cold	ADJ
cet-517	55	20	process	process	NOUN
cet-517	55	21	stream	stream	NOUN
cet-517	55	22			PUNCT
cet-517	55	23			ADV
cet-517	55	24			SCONJ
cet-517	55	25	1kl	1kl	ADJ
cet-517	55	26	kl	kl	PROPN
cet-517	55	27	t	t	PROPN
cet-517	55	28	t	t	PROPN
cet-517	55	29	ckkckl	ckkckl	NOUN
cet-517	55	30	dtcmh	dtcmh	NOUN
cet-517	55	31	(	(	PUNCT
cet-517	55	32	6	6	NUM
cet-517	55	33	)	)	PUNCT
cet-517	55	34	the	the	DET
cet-517	55	35	heat	heat	NOUN
cet-517	55	36	flow	flow	NOUN
cet-517	55	37	for	for	ADP
cet-517	55	38	jl	jl	NOUN
cet-517	55	39	-	-	PUNCT
cet-517	55	40	th	th	VERB
cet-517	55	41	heat	heat	NOUN
cet-517	55	42	exchanger	exchanger	NOUN
cet-517	55	43	qjl=	qjl=	NOUN
cet-517	55	44	∆hhij	∆hhij	NUM
cet-517	55	45	=	=	SYM
cet-517	55	46	∆hckl	∆hckl	NOUN
cet-517	55	47	(	(	PUNCT
cet-517	55	48	7	7	NUM
cet-517	55	49	)	)	PUNCT
cet-517	55	50	the	the	DET
cet-517	55	51	matrix	matrix	NOUN
cet-517	55	52	of	of	ADP
cet-517	55	53	matching	matching	NOUN
cet-517	55	54	between	between	ADP
cet-517	55	55	process	process	NOUN
cet-517	55	56	streams	stream	NOUN
cet-517	55	57	ijkl	ijkl	NOUN
cet-517	55	58	=	=	SYM
cet-517	55	59	1	1	NUM
cet-517	55	60	for	for	ADP
cet-517	55	61	heat	heat	NOUN
cet-517	55	62	interaction	interaction	NOUN
cet-517	55	63	between	between	ADP
cet-517	55	64	i	i	PROPN
cet-517	55	65	-	-	PUNCT
cet-517	55	66	th	th	X
cet-517	55	67	hot	hot	ADJ
cet-517	55	68	stream	stream	NOUN
cet-517	55	69	and	and	CCONJ
cet-517	55	70	k	k	NOUN
cet-517	55	71	-	-	PUNCT
cet-517	55	72	th	th	VERB
cet-517	55	73	cold	cold	ADJ
cet-517	55	74	stream	stream	NOUN
cet-517	55	75	in	in	ADP
cet-517	55	76	the	the	DET
cet-517	55	77	jl	jl	NOUN
cet-517	55	78	-	-	PUNCT
cet-517	55	79	th	th	VERB
cet-517	55	80	heat	heat	NOUN
cet-517	55	81	exchanger	exchanger	NOUN
cet-517	55	82	ijkl	ijkl	NOUN
cet-517	55	83	=	=	SYM
cet-517	55	84	0	0	NUM
cet-517	55	85	for	for	ADP
cet-517	55	86	the	the	DET
cet-517	55	87	case	case	NOUN
cet-517	55	88	that	that	SCONJ
cet-517	55	89	interaction	interaction	NOUN
cet-517	55	90	does	do	AUX
cet-517	55	91	not	not	PART
cet-517	55	92	exist	exist	VERB
cet-517	55	93	the	the	DET
cet-517	55	94	aim	aim	NOUN
cet-517	55	95	of	of	ADP
cet-517	55	96	hen	hen	NOUN
cet-517	55	97	control	control	NOUN
cet-517	55	98	is	be	AUX
cet-517	55	99	maximization	maximization	NOUN
cet-517	55	100	of	of	ADP
cet-517	55	101	heat	heat	NOUN
cet-517	55	102	recovery	recovery	NOUN
cet-517	55	103	.	.	PUNCT
cet-517	56	1	thus	thus	ADV
cet-517	56	2	,	,	PUNCT
cet-517	56	3	the	the	DET
cet-517	56	4	objective	objective	ADJ
cet-517	56	5	function	function	NOUN
cet-517	56	6	is	be	AUX
cet-517	56	7	defined	define	VERB
cet-517	56	8	as	as	ADP
cet-517	56	9	the	the	DET
cet-517	56	10	sum	sum	NOUN
cet-517	56	11	of	of	ADP
cet-517	56	12	heat	heat	NOUN
cet-517	56	13	recovered	recover	VERB
cet-517	56	14	qw	qw	INTJ
cet-517	56	15	in	in	ADP
cet-517	56	16	each	each	DET
cet-517	56	17	w	w	NOUN
cet-517	56	18	-	-	PUNCT
cet-517	56	19	th	th	VERB
cet-517	56	20	heat	heat	NOUN
cet-517	56	21	exchanger	exchanger	NOUN
cet-517	56	22	:	:	PUNCT
cet-517	56	23	519	519	NUM
cet-517	56	24			NUM
cet-517	56	25			NUM
cet-517	57	1			NOUN
cet-517	57	2	z	z	NOUN
cet-517	57	3	w	w	NOUN
cet-517	57	4	wq	wq	NOUN
cet-517	57	5	1	1	NUM
cet-517	57	6	of	of	ADP
cet-517	57	7	(	(	PUNCT
cet-517	57	8	8)	8)	NUM
cet-517	57	9	the	the	DET
cet-517	57	10	decision	decision	NOUN
cet-517	57	11	variables	variable	NOUN
cet-517	57	12	are	be	AUX
cet-517	57	13	mass	mass	ADJ
cet-517	57	14	flows	flow	NOUN
cet-517	57	15	through	through	ADP
cet-517	57	16	the	the	DET
cet-517	57	17	branches	branch	NOUN
cet-517	57	18	of	of	ADP
cet-517	57	19	the	the	DET
cet-517	57	20	splited	split	VERB
cet-517	57	21	stream	stream	NOUN
cet-517	57	22	(	(	PUNCT
cet-517	57	23	mp	mp	PROPN
cet-517	57	24	,	,	PUNCT
cet-517	57	25	mp+1	mp+1	NOUN
cet-517	57	26	,	,	PUNCT
cet-517	57	27	…	…	PUNCT
cet-517	57	28	.	.	PUNCT
cet-517	58	1	mp+g	mp+g	PRON
cet-517	58	2	in	in	ADP
cet-517	58	3	figure	figure	NOUN
cet-517	58	4	4	4	NUM
cet-517	58	5	)	)	PUNCT
cet-517	58	6	.	.	PUNCT
cet-517	59	1	the	the	DET
cet-517	59	2	process	process	NOUN
cet-517	59	3	control	control	NOUN
cet-517	59	4	system	system	NOUN
cet-517	59	5	of	of	ADP
cet-517	59	6	hen	hen	NOUN
cet-517	59	7	is	be	AUX
cet-517	59	8	shown	show	VERB
cet-517	59	9	in	in	ADP
cet-517	59	10	figure	figure	NOUN
cet-517	59	11	4	4	NUM
cet-517	59	12	.	.	PUNCT
cet-517	60	1	the	the	DET
cet-517	60	2	process	process	NOUN
cet-517	60	3	control	control	NOUN
cet-517	60	4	procedure	procedure	NOUN
cet-517	60	5	is	be	AUX
cet-517	60	6	as	as	SCONJ
cet-517	60	7	follows	follow	VERB
cet-517	60	8	.	.	PUNCT
cet-517	61	1	for	for	ADP
cet-517	61	2	the	the	DET
cet-517	61	3	assumed	assumed	ADJ
cet-517	61	4	interval	interval	NOUN
cet-517	61	5	of	of	ADP
cet-517	61	6	time	time	NOUN
cet-517	61	7	,	,	PUNCT
cet-517	61	8	there	there	PRON
cet-517	61	9	is	be	VERB
cet-517	61	10	prepared	prepared	ADJ
cet-517	61	11	data	datum	NOUN
cet-517	61	12	base	base	NOUN
cet-517	61	13	of	of	ADP
cet-517	61	14	measurements	measurement	NOUN
cet-517	61	15	.	.	PUNCT
cet-517	62	1	it	it	PRON
cet-517	62	2	is	be	AUX
cet-517	62	3	used	use	VERB
cet-517	62	4	for	for	ADP
cet-517	62	5	validation	validation	NOUN
cet-517	62	6	of	of	ADP
cet-517	62	7	the	the	DET
cet-517	62	8	hen	hen	NOUN
cet-517	62	9	model	model	NOUN
cet-517	62	10	(	(	PUNCT
cet-517	62	11	upgrading	upgrade	VERB
cet-517	62	12	heat	heat	NOUN
cet-517	62	13	transfer	transfer	NOUN
cet-517	62	14	correlations	correlation	NOUN
cet-517	62	15	after	after	ADP
cet-517	62	16	starting	start	VERB
cet-517	62	17	up	up	ADP
cet-517	62	18	(	(	PUNCT
cet-517	62	19	clean	clean	ADJ
cet-517	62	20	conditions	condition	NOUN
cet-517	62	21	,	,	PUNCT
cet-517	62	22	rf	rf	NOUN
cet-517	62	23	=	=	NOUN
cet-517	62	24	0	0	NUM
cet-517	62	25	)	)	PUNCT
cet-517	62	26	;	;	PUNCT
cet-517	62	27	calculation	calculation	NOUN
cet-517	62	28	of	of	ADP
cet-517	62	29	fouling	fouling	NOUN
cet-517	62	30	resistances	resistance	NOUN
cet-517	62	31	for	for	ADP
cet-517	62	32	the	the	DET
cet-517	62	33	assumed	assumed	ADJ
cet-517	62	34	interval	interval	NOUN
cet-517	62	35	of	of	ADP
cet-517	62	36	time	time	NOUN
cet-517	62	37	)	)	PUNCT
cet-517	62	38	.	.	PUNCT
cet-517	63	1	in	in	ADP
cet-517	63	2	the	the	DET
cet-517	63	3	next	next	ADJ
cet-517	63	4	step	step	NOUN
cet-517	63	5	a	a	DET
cet-517	63	6	numerical	numerical	ADJ
cet-517	63	7	simulation	simulation	NOUN
cet-517	63	8	takes	take	VERB
cet-517	63	9	place	place	NOUN
cet-517	63	10	aiming	aim	VERB
cet-517	63	11	at	at	ADP
cet-517	63	12	maximization	maximization	NOUN
cet-517	63	13	of	of	ADP
cet-517	63	14	the	the	DET
cet-517	63	15	objective	objective	ADJ
cet-517	63	16	function	function	NOUN
cet-517	63	17	of	of	ADP
cet-517	63	18	.	.	PROPN
cet-517	63	19	obtained	obtain	VERB
cet-517	63	20	in	in	ADP
cet-517	63	21	this	this	DET
cet-517	63	22	way	way	NOUN
cet-517	63	23	the	the	DET
cet-517	63	24	decisive	decisive	ADJ
cet-517	63	25	variables	variable	NOUN
cet-517	63	26	(	(	PUNCT
cet-517	63	27	mp	mp	PROPN
cet-517	63	28	,	,	PUNCT
cet-517	63	29	mp+1	mp+1	NOUN
cet-517	63	30	,	,	PUNCT
cet-517	63	31	…	…	PUNCT
cet-517	63	32	.	.	PUNCT
cet-517	64	1	mp+g	mp+g	PROPN
cet-517	64	2	)	)	PUNCT
cet-517	64	3	are	be	AUX
cet-517	64	4	adjusted	adjust	VERB
cet-517	64	5	by	by	ADP
cet-517	64	6	the	the	DET
cet-517	64	7	process	process	NOUN
cet-517	64	8	control	control	NOUN
cet-517	64	9	system	system	NOUN
cet-517	64	10	.	.	PUNCT
cet-517	65	1	after	after	ADP
cet-517	65	2	that	that	SCONJ
cet-517	65	3	the	the	DET
cet-517	65	4	procedure	procedure	NOUN
cet-517	65	5	is	be	AUX
cet-517	65	6	repeated	repeat	VERB
cet-517	65	7	.	.	PUNCT
cet-517	66	1	figure	figure	VERB
cet-517	66	2	3	3	NUM
cet-517	66	3	:	:	PUNCT
cet-517	66	4	scheme	scheme	NOUN
cet-517	66	5	of	of	ADP
cet-517	66	6	interaction	interaction	NOUN
cet-517	66	7	between	between	ADP
cet-517	66	8	process	process	NOUN
cet-517	66	9	streams	stream	VERB
cet-517	66	10	in	in	ADP
cet-517	66	11	hen	hen	ADJ
cet-517	66	12	figure	figure	NOUN
cet-517	66	13	4	4	NUM
cet-517	66	14	:	:	PUNCT
cet-517	66	15	scheme	scheme	NOUN
cet-517	66	16	of	of	ADP
cet-517	66	17	the	the	DET
cet-517	66	18	nonlinear	nonlinear	ADJ
cet-517	66	19	process	process	NOUN
cet-517	66	20	control	control	NOUN
cet-517	66	21	system	system	NOUN
cet-517	66	22	for	for	ADP
cet-517	66	23	hen	hen	NOUN
cet-517	66	24	5	5	NUM
cet-517	66	25	.	.	NOUN
cet-517	66	26	example	example	NOUN
cet-517	66	27	of	of	ADP
cet-517	66	28	hen	hen	NOUN
cet-517	66	29	control	control	NOUN
cet-517	66	30	on	on	ADP
cet-517	66	31	the	the	DET
cet-517	66	32	case	case	NOUN
cet-517	66	33	of	of	ADP
cet-517	66	34	crude	crude	ADJ
cet-517	66	35	distillation	distillation	NOUN
cet-517	66	36	unit	unit	NOUN
cet-517	66	37	the	the	DET
cet-517	66	38	process	process	NOUN
cet-517	66	39	control	control	NOUN
cet-517	66	40	procedure	procedure	NOUN
cet-517	66	41	is	be	AUX
cet-517	66	42	applied	apply	VERB
cet-517	66	43	to	to	ADP
cet-517	66	44	hen	hen	NOUN
cet-517	66	45	shown	show	VERB
cet-517	66	46	in	in	ADP
cet-517	66	47	figure	figure	NOUN
cet-517	66	48	5	5	NUM
cet-517	66	49	.	.	PUNCT
cet-517	67	1	this	this	DET
cet-517	67	2	hen	hen	NOUN
cet-517	67	3	belongs	belong	VERB
cet-517	67	4	to	to	ADP
cet-517	67	5	crude	crude	ADJ
cet-517	67	6	distillation	distillation	NOUN
cet-517	67	7	unit	unit	NOUN
cet-517	67	8	,	,	PUNCT
cet-517	67	9	processing	process	VERB
cet-517	67	10	780	780	NUM
cet-517	67	11	t	t	PROPN
cet-517	67	12	/	/	SYM
cet-517	67	13	h	h	NOUN
cet-517	67	14	of	of	ADP
cet-517	67	15	crude	crude	ADJ
cet-517	67	16	oil	oil	NOUN
cet-517	67	17	.	.	PUNCT
cet-517	68	1	hen	hen	PROPN
cet-517	68	2	is	be	AUX
cet-517	68	3	composed	compose	VERB
cet-517	68	4	of	of	ADP
cet-517	68	5	20	20	NUM
cet-517	68	6	hot	hot	ADJ
cet-517	68	7	and	and	CCONJ
cet-517	68	8	6	6	NUM
cet-517	68	9	cold	cold	ADJ
cet-517	68	10	process	process	NOUN
cet-517	68	11	streams	stream	NOUN
cet-517	68	12	(	(	PUNCT
cet-517	68	13	pairs	pair	NOUN
cet-517	68	14	of	of	ADP
cet-517	68	15	streams	stream	NOUN
cet-517	68	16	(	(	PUNCT
cet-517	68	17	23	23	NUM
cet-517	68	18	,	,	PUNCT
cet-517	68	19	24	24	NUM
cet-517	68	20	)	)	PUNCT
cet-517	68	21	and	and	CCONJ
cet-517	68	22	(	(	PUNCT
cet-517	68	23	25	25	NUM
cet-517	68	24	,	,	PUNCT
cet-517	68	25	26	26	NUM
cet-517	68	26	)	)	PUNCT
cet-517	68	27	have	have	VERB
cet-517	68	28	its	its	PRON
cet-517	68	29	origin	origin	NOUN
cet-517	68	30	from	from	ADP
cet-517	68	31	splitting	split	VERB
cet-517	68	32	crude	crude	ADJ
cet-517	68	33	oil	oil	NOUN
cet-517	68	34	)	)	PUNCT
cet-517	68	35	which	which	PRON
cet-517	68	36	are	be	AUX
cet-517	68	37	connected	connect	VERB
cet-517	68	38	by	by	ADP
cet-517	68	39	shell	shell	NOUN
cet-517	68	40	and	and	CCONJ
cet-517	68	41	tube	tube	NOUN
cet-517	68	42	heat	heat	NOUN
cet-517	68	43	exchangers	exchanger	NOUN
cet-517	68	44	.	.	PUNCT
cet-517	69	1	in	in	ADP
cet-517	69	2	figure	figure	NOUN
cet-517	69	3	5	5	NUM
cet-517	69	4	there	there	PRON
cet-517	69	5	are	be	VERB
cet-517	69	6	shown	show	VERB
cet-517	69	7	only	only	ADV
cet-517	69	8	heat	heat	NOUN
cet-517	69	9	exchangers	exchanger	NOUN
cet-517	69	10	which	which	PRON
cet-517	69	11	serve	serve	VERB
cet-517	69	12	for	for	ADP
cet-517	69	13	heat	heat	NOUN
cet-517	69	14	recovery	recovery	NOUN
cet-517	69	15	.	.	PUNCT
cet-517	70	1	the	the	DET
cet-517	70	2	average	average	ADJ
cet-517	70	3	values	value	NOUN
cet-517	70	4	of	of	ADP
cet-517	70	5	process	process	NOUN
cet-517	70	6	parameters	parameter	NOUN
cet-517	70	7	(	(	PUNCT
cet-517	70	8	temperature	temperature	NOUN
cet-517	70	9	,	,	PUNCT
cet-517	70	10	heat	heat	NOUN
cet-517	70	11	flows	flow	NOUN
cet-517	70	12	)	)	PUNCT
cet-517	70	13	are	be	AUX
cet-517	70	14	shown	show	VERB
cet-517	70	15	in	in	ADP
cet-517	70	16	figure	figure	NOUN
cet-517	70	17	5	5	NUM
cet-517	70	18	.	.	NOUN
cet-517	70	19	520	520	NUM
cet-517	70	20	for	for	ADP
cet-517	70	21	hen	hen	NOUN
cet-517	70	22	shown	show	VERB
cet-517	70	23	in	in	ADP
cet-517	70	24	figure	figure	NOUN
cet-517	70	25	5	5	NUM
cet-517	70	26	,	,	PUNCT
cet-517	70	27	the	the	DET
cet-517	70	28	proposed	propose	VERB
cet-517	70	29	procedure	procedure	NOUN
cet-517	70	30	for	for	ADP
cet-517	70	31	on	on	ADP
cet-517	70	32	-	-	PUNCT
cet-517	70	33	line	line	NOUN
cet-517	70	34	control	control	NOUN
cet-517	70	35	was	be	AUX
cet-517	70	36	used	use	VERB
cet-517	70	37	.	.	PUNCT
cet-517	71	1	the	the	DET
cet-517	71	2	selected	select	VERB
cet-517	71	3	results	result	NOUN
cet-517	71	4	of	of	ADP
cet-517	71	5	numerical	numerical	ADJ
cet-517	71	6	simulation	simulation	NOUN
cet-517	71	7	are	be	AUX
cet-517	71	8	shown	show	VERB
cet-517	71	9	in	in	ADP
cet-517	71	10	figures	figure	NOUN
cet-517	71	11	6	6	NUM
cet-517	71	12	and	and	CCONJ
cet-517	71	13	7	7	NUM
cet-517	71	14	.	.	X
cet-517	71	15	figure	figure	NOUN
cet-517	71	16	5	5	NUM
cet-517	71	17	:	:	PUNCT
cet-517	71	18	scheme	scheme	NOUN
cet-517	71	19	of	of	ADP
cet-517	71	20	hen	hen	NOUN
cet-517	71	21	for	for	ADP
cet-517	71	22	crude	crude	ADJ
cet-517	71	23	distillation	distillation	NOUN
cet-517	71	24	unit	unit	NOUN
cet-517	71	25	(	(	PUNCT
cet-517	71	26	a	a	NOUN
cet-517	71	27	)	)	PUNCT
cet-517	71	28	(	(	PUNCT
cet-517	71	29	b	b	X
cet-517	71	30	)	)	PUNCT
cet-517	71	31	figure	figure	NOUN
cet-517	71	32	6	6	NUM
cet-517	71	33	:	:	PUNCT
cet-517	71	34	characteristics	characteristic	NOUN
cet-517	71	35	of	of	ADP
cet-517	71	36	the	the	DET
cet-517	71	37	heat	heat	NOUN
cet-517	71	38	exchanger	exchanger	NOUN
cet-517	71	39	no	no	NOUN
cet-517	71	40	.	.	NOUN
cet-517	71	41	3	3	NUM
cet-517	71	42	from	from	ADP
cet-517	71	43	figure	figure	NOUN
cet-517	71	44	5	5	NUM
cet-517	71	45	;	;	PUNCT
cet-517	71	46	a	a	X
cet-517	71	47	)	)	PUNCT
cet-517	71	48	the	the	DET
cet-517	71	49	fouling	fouling	NOUN
cet-517	71	50	resistance	resistance	NOUN
cet-517	71	51	,	,	PUNCT
cet-517	71	52	b	b	X
cet-517	71	53	)	)	PUNCT
cet-517	71	54	the	the	DET
cet-517	71	55	relative	relative	ADJ
cet-517	71	56	errors	error	NOUN
cet-517	71	57	in	in	ADP
cet-517	71	58	outlet	outlet	NOUN
cet-517	71	59	temperature	temperature	NOUN
cet-517	71	60	figure	figure	NOUN
cet-517	71	61	7	7	NUM
cet-517	71	62	:	:	PUNCT
cet-517	71	63	influence	influence	NOUN
cet-517	71	64	of	of	ADP
cet-517	71	65	the	the	DET
cet-517	71	66	process	process	NOUN
cet-517	71	67	control	control	NOUN
cet-517	71	68	system	system	NOUN
cet-517	71	69	on	on	ADP
cet-517	71	70	variation	variation	NOUN
cet-517	71	71	of	of	ADP
cet-517	71	72	the	the	DET
cet-517	71	73	heat	heat	NOUN
cet-517	71	74	recovery	recovery	NOUN
cet-517	71	75	gain	gain	VERB
cet-517	71	76	521	521	NUM
cet-517	71	77	6	6	NUM
cet-517	71	78	.	.	PUNCT
cet-517	71	79	conclusions	conclusion	NOUN
cet-517	71	80	as	as	SCONJ
cet-517	71	81	it	it	PRON
cet-517	71	82	can	can	AUX
cet-517	71	83	be	be	AUX
cet-517	71	84	seen	see	VERB
cet-517	71	85	in	in	ADP
cet-517	71	86	figure	figure	NOUN
cet-517	71	87	7	7	NUM
cet-517	71	88	,	,	PUNCT
cet-517	71	89	an	an	DET
cet-517	71	90	application	application	NOUN
cet-517	71	91	of	of	ADP
cet-517	71	92	the	the	DET
cet-517	71	93	proposed	propose	VERB
cet-517	71	94	process	process	NOUN
cet-517	71	95	control	control	NOUN
cet-517	71	96	system	system	NOUN
cet-517	71	97	brings	bring	VERB
cet-517	71	98	measurable	measurable	ADJ
cet-517	71	99	savings	saving	NOUN
cet-517	71	100	in	in	ADP
cet-517	71	101	total	total	ADJ
cet-517	71	102	heat	heat	NOUN
cet-517	71	103	recovery	recovery	NOUN
cet-517	71	104	(	(	PUNCT
cet-517	71	105	increase	increase	NOUN
cet-517	71	106	of	of	ADP
cet-517	71	107	heat	heat	NOUN
cet-517	71	108	recovery	recovery	NOUN
cet-517	71	109	by	by	ADP
cet-517	71	110	1.4	1.4	NUM
cet-517	71	111	–	–	PUNCT
cet-517	71	112	2.3	2.3	NUM
cet-517	71	113	mw	mw	NOUN
cet-517	71	114	)	)	PUNCT
cet-517	71	115	.	.	PUNCT
cet-517	72	1	the	the	DET
cet-517	72	2	results	result	NOUN
cet-517	72	3	of	of	ADP
cet-517	72	4	numerical	numerical	ADJ
cet-517	72	5	simulation	simulation	PROPN
cet-517	72	6	show	show	VERB
cet-517	72	7	that	that	SCONJ
cet-517	72	8	online	online	ADJ
cet-517	72	9	control	control	NOUN
cet-517	72	10	of	of	ADP
cet-517	72	11	hen	hen	NOUN
cet-517	72	12	gives	give	VERB
cet-517	72	13	opportunity	opportunity	NOUN
cet-517	72	14	to	to	ADP
cet-517	72	15	1.5	1.5	NUM
cet-517	72	16	%	%	NOUN
cet-517	72	17	increase	increase	NOUN
cet-517	72	18	of	of	ADP
cet-517	72	19	total	total	ADJ
cet-517	72	20	heat	heat	NOUN
cet-517	72	21	recovery	recovery	NOUN
cet-517	72	22	.	.	PUNCT
cet-517	73	1	because	because	SCONJ
cet-517	73	2	the	the	DET
cet-517	73	3	margin	margin	NOUN
cet-517	73	4	of	of	ADP
cet-517	73	5	savings	saving	NOUN
cet-517	73	6	is	be	AUX
cet-517	73	7	low	low	ADJ
cet-517	73	8	(	(	PUNCT
cet-517	73	9	1	1	NUM
cet-517	73	10	2	2	NUM
cet-517	73	11	%	%	NOUN
cet-517	73	12	)	)	PUNCT
cet-517	73	13	the	the	DET
cet-517	73	14	mathematical	mathematical	ADJ
cet-517	73	15	model	model	NOUN
cet-517	73	16	of	of	ADP
cet-517	73	17	hen	hen	NOUN
cet-517	73	18	must	must	AUX
cet-517	73	19	be	be	AUX
cet-517	73	20	very	very	ADV
cet-517	73	21	accurate	accurate	ADJ
cet-517	73	22	.	.	PUNCT
cet-517	74	1	it	it	PRON
cet-517	74	2	imposes	impose	VERB
cet-517	74	3	an	an	DET
cet-517	74	4	employment	employment	NOUN
cet-517	74	5	of	of	ADP
cet-517	74	6	sophisticated	sophisticated	ADJ
cet-517	74	7	models	model	NOUN
cet-517	74	8	which	which	PRON
cet-517	74	9	must	must	AUX
cet-517	74	10	be	be	AUX
cet-517	74	11	validated	validate	VERB
cet-517	74	12	on	on	ADP
cet-517	74	13	the	the	DET
cet-517	74	14	base	base	NOUN
cet-517	74	15	of	of	ADP
cet-517	74	16	on	on	ADP
cet-517	74	17	-	-	PUNCT
cet-517	74	18	line	line	NOUN
cet-517	74	19	industrial	industrial	ADJ
cet-517	74	20	measurements	measurement	NOUN
cet-517	74	21	.	.	PUNCT
cet-517	75	1	symbols	symbol	NOUN
cet-517	75	2	a	a	DET
cet-517	75	3	,	,	PUNCT
cet-517	75	4	b	b	NOUN
cet-517	75	5	,	,	PUNCT
cet-517	75	6	n	n	CCONJ
cet-517	75	7	,	,	PUNCT
cet-517	75	8	e	e	X
cet-517	75	9	–	–	PUNCT
cet-517	75	10	coefficients	coefficient	NOUN
cet-517	75	11	in	in	ADP
cet-517	75	12	the	the	DET
cet-517	75	13	empirical	empirical	ADJ
cet-517	75	14	equation	equation	NOUN
cet-517	75	15	for	for	ADP
cet-517	75	16	heat	heat	NOUN
cet-517	75	17	transfer	transfer	NOUN
cet-517	75	18	coefficient	coefficient	NOUN
cet-517	75	19	a	a	DET
cet-517	75	20	–	–	PUNCT
cet-517	75	21	area	area	NOUN
cet-517	75	22	of	of	ADP
cet-517	75	23	the	the	DET
cet-517	75	24	heat	heat	NOUN
cet-517	75	25	transfer	transfer	NOUN
cet-517	75	26	surface	surface	NOUN
cet-517	75	27	[	[	X
cet-517	75	28	m2	m2	X
cet-517	75	29	]	]	X
cet-517	75	30	ch	ch	NOUN
cet-517	75	31	,	,	PUNCT
cet-517	75	32	cc	cc	NOUN
cet-517	75	33	–	–	PUNCT
cet-517	75	34	specific	specific	ADJ
cet-517	75	35	heat	heat	NOUN
cet-517	75	36	for	for	ADP
cet-517	75	37	hot	hot	ADJ
cet-517	75	38	and	and	CCONJ
cet-517	75	39	cold	cold	ADJ
cet-517	75	40	process	process	NOUN
cet-517	75	41	stream	stream	NOUN
cet-517	75	42	,	,	PUNCT
cet-517	75	43	respectively	respectively	ADV
cet-517	75	44	[	[	X
cet-517	75	45	j/(kg∙k	j/(kg∙k	NOUN
cet-517	75	46	)	)	PUNCT
cet-517	75	47	]	]	PUNCT
cet-517	76	1	da	da	X
cet-517	76	2	–	–	PUNCT
cet-517	76	3	differential	differential	NOUN
cet-517	76	4	of	of	ADP
cet-517	76	5	the	the	DET
cet-517	76	6	area	area	NOUN
cet-517	76	7	of	of	ADP
cet-517	76	8	heat	heat	NOUN
cet-517	76	9	transfer	transfer	NOUN
cet-517	76	10	surface	surface	NOUN
cet-517	76	11	[	[	X
cet-517	76	12	m2	m2	X
cet-517	76	13	]	]	X
cet-517	76	14	dt	dt	X
cet-517	76	15	–	–	PUNCT
cet-517	76	16	differential	differential	NOUN
cet-517	76	17	of	of	ADP
cet-517	76	18	the	the	DET
cet-517	76	19	temperature	temperature	NOUN
cet-517	76	20	[	[	X
cet-517	76	21	k	k	X
cet-517	76	22	]	]	X
cet-517	76	23	ht	ht	PROPN
cet-517	76	24	,	,	PUNCT
cet-517	76	25	hs	hs	INTJ
cet-517	76	26	–	–	PUNCT
cet-517	76	27	heat	heat	NOUN
cet-517	76	28	transfer	transfer	NOUN
cet-517	76	29	coefficient	coefficient	NOUN
cet-517	76	30	on	on	ADP
cet-517	76	31	the	the	DET
cet-517	76	32	tube	tube	NOUN
cet-517	76	33	and	and	CCONJ
cet-517	76	34	shell	shell	ADJ
cet-517	76	35	side	side	NOUN
cet-517	76	36	,	,	PUNCT
cet-517	76	37	respectively	respectively	ADV
cet-517	76	38	[	[	X
cet-517	76	39	w/(m2∙k	w/(m2∙k	NOUN
cet-517	76	40	)	)	PUNCT
cet-517	76	41	]	]	PUNCT
cet-517	76	42	mt	mt	PROPN
cet-517	76	43	,	,	PUNCT
cet-517	76	44	ms	ms	PROPN
cet-517	76	45	−	−	PROPN
cet-517	76	46	mass	mass	NOUN
cet-517	76	47	flow	flow	NOUN
cet-517	76	48	on	on	ADP
cet-517	76	49	the	the	DET
cet-517	76	50	tube	tube	NOUN
cet-517	76	51	and	and	CCONJ
cet-517	76	52	shell	shell	ADJ
cet-517	76	53	side	side	NOUN
cet-517	76	54	,	,	PUNCT
cet-517	76	55	respectively[kg	respectively[kg	PROPN
cet-517	76	56	/	/	SYM
cet-517	76	57	s	s	PROPN
cet-517	76	58	]	]	X
cet-517	76	59	pr	pr	NOUN
cet-517	76	60	–	–	PUNCT
cet-517	76	61	prandtl	prandtl	NOUN
cet-517	76	62	number	number	NOUN
cet-517	76	63	prw	prw	PROPN
cet-517	76	64	−	−	PROPN
cet-517	76	65	prandtl	prandtl	NOUN
cet-517	76	66	number	number	NOUN
cet-517	76	67	calculated	calculate	VERB
cet-517	76	68	at	at	ADP
cet-517	76	69	wall	wall	PROPN
cet-517	76	70	temperature	temperature	PROPN
cet-517	76	71	q	q	PROPN
cet-517	76	72	–	–	PUNCT
cet-517	76	73	heat	heat	NOUN
cet-517	76	74	flow	flow	NOUN
cet-517	76	75	in	in	ADP
cet-517	76	76	the	the	DET
cet-517	76	77	heat	heat	NOUN
cet-517	76	78	exchanger	exchanger	NOUN
cet-517	76	79	[	[	X
cet-517	76	80	w	w	X
cet-517	76	81	]	]	X
cet-517	76	82	re	re	X
cet-517	76	83	–	–	PUNCT
cet-517	76	84	reynolds	reynolds	PROPN
cet-517	76	85	number	number	NOUN
cet-517	76	86	rf	rf	PART
cet-517	76	87	–	–	PUNCT
cet-517	76	88	thermal	thermal	ADJ
cet-517	76	89	fouling	fouling	NOUN
cet-517	76	90	resistance	resistance	NOUN
cet-517	76	91	of	of	ADP
cet-517	76	92	deposits	deposit	NOUN
cet-517	76	93	[	[	X
cet-517	76	94	m2∙k	m2∙k	NOUN
cet-517	76	95	/	/	SYM
cet-517	76	96	w	w	PROPN
cet-517	76	97	]	]	X
cet-517	76	98	t	t	NOUN
cet-517	76	99	–	–	PUNCT
cet-517	76	100	temperature	temperature	NOUN
cet-517	76	101	[	[	X
cet-517	76	102	°	°	ADP
cet-517	76	103	c	c	NOUN
cet-517	76	104	]	]	X
cet-517	76	105	uf	uf	PROPN
cet-517	76	106	–	–	PUNCT
cet-517	76	107	overal	overal	ADJ
cet-517	76	108	heat	heat	NOUN
cet-517	76	109	transfer	transfer	NOUN
cet-517	76	110	coefficient	coefficient	NOUN
cet-517	76	111	in	in	ADP
cet-517	76	112	the	the	DET
cet-517	76	113	exchanger	exchanger	NOUN
cet-517	76	114	with	with	ADP
cet-517	76	115	fouling	foul	VERB
cet-517	76	116	[	[	X
cet-517	76	117	w/(m2∙k	w/(m2∙k	PROPN
cet-517	76	118	)	)	PUNCT
cet-517	76	119	]	]	PUNCT
cet-517	76	120	hh	hh	VERB
cet-517	76	121	,	,	PUNCT
cet-517	76	122	hc	hc	ADJ
cet-517	76	123	–	–	PUNCT
cet-517	76	124	the	the	DET
cet-517	76	125	increment	increment	NOUN
cet-517	76	126	of	of	ADP
cet-517	76	127	enthalpy	enthalpy	NOUN
cet-517	76	128	flow	flow	NOUN
cet-517	76	129	for	for	ADP
cet-517	76	130	hot	hot	ADJ
cet-517	76	131	and	and	CCONJ
cet-517	76	132	cold	cold	ADJ
cet-517	76	133	process	process	NOUN
cet-517	76	134	stream	stream	NOUN
cet-517	76	135	,	,	PUNCT
cet-517	76	136	respectively	respectively	ADV
cet-517	76	137	[	[	X
cet-517	76	138	w	w	X
cet-517	76	139	]	]	X
cet-517	76	140	δt	δt	X
cet-517	76	141	–	–	PUNCT
cet-517	76	142	temperature	temperature	NOUN
cet-517	76	143	difference	difference	NOUN
cet-517	76	144	[	[	X
cet-517	76	145	k	k	X
cet-517	76	146	]	]	X
cet-517	76	147	references	reference	NOUN
cet-517	76	148	ishiyama	ishiyama	NOUN
cet-517	76	149	e.m	e.m	PROPN
cet-517	76	150	.	.	PROPN
cet-517	76	151	,	,	PUNCT
cet-517	76	152	paterson	paterson	PROPN
cet-517	76	153	w.r	w.r	PROPN
cet-517	76	154	.	.	PROPN
cet-517	76	155	,	,	PUNCT
cet-517	76	156	wilson	wilson	PROPN
cet-517	76	157	d.i	d.i	PROPN
cet-517	76	158	.	.	PROPN
cet-517	76	159	,	,	PUNCT
cet-517	76	160	2011	2011	NUM
cet-517	76	161	,	,	PUNCT
cet-517	76	162	optimum	optimum	ADJ
cet-517	76	163	cleaning	cleaning	NOUN
cet-517	76	164	cycles	cycle	NOUN
cet-517	76	165	for	for	ADP
cet-517	76	166	heat	heat	NOUN
cet-517	76	167	transfer	transfer	NOUN
cet-517	76	168	equipment	equipment	NOUN
cet-517	76	169	undergoing	undergo	VERB
cet-517	76	170	fouling	fouling	NOUN
cet-517	76	171	and	and	CCONJ
cet-517	76	172	ageing	ageing	NOUN
cet-517	76	173	,	,	PUNCT
cet-517	76	174	chemical	chemical	ADJ
cet-517	76	175	engineering	engineering	NOUN
cet-517	76	176	science	science	NOUN
cet-517	76	177	,	,	PUNCT
cet-517	76	178	66	66	NUM
cet-517	76	179	,	,	PUNCT
cet-517	76	180	604–612	604–612	PROPN
cet-517	76	181	.	.	PUNCT
cet-517	77	1	krueger	krueger	PROPN
cet-517	77	2	a.	a.	PROPN
cet-517	77	3	,	,	PUNCT
cet-517	77	4	pouponnot	pouponnot	PROPN
cet-517	77	5	f.	f.	PROPN
cet-517	77	6	,	,	PUNCT
cet-517	77	7	2005	2005	NUM
cet-517	77	8	,	,	PUNCT
cet-517	77	9	heat	heat	NOUN
cet-517	77	10	exchanger	exchanger	NOUN
cet-517	77	11	tube	tube	NOUN
cet-517	77	12	insert	insert	NOUN
cet-517	77	13	–	–	PUNCT
cet-517	77	14	an	an	DET
cet-517	77	15	update	update	NOUN
cet-517	77	16	in	in	ADP
cet-517	77	17	new	new	ADJ
cet-517	77	18	application	application	NOUN
cet-517	77	19	with	with	ADP
cet-517	77	20	trouble	trouble	NOUN
cet-517	77	21	shooting	shoot	VERB
cet-517	77	22	aspects	aspect	NOUN
cet-517	77	23	in	in	ADP
cet-517	77	24	crude	crude	ADJ
cet-517	77	25	unit	unit	NOUN
cet-517	77	26	,	,	PUNCT
cet-517	77	27	residue	residue	NOUN
cet-517	77	28	service	service	NOUN
cet-517	77	29	,	,	PUNCT
cet-517	77	30	reboilers	reboiler	NOUN
cet-517	77	31	,	,	PUNCT
cet-517	77	32	u	u	NOUN
cet-517	77	33	tubes	tube	NOUN
cet-517	77	34	,	,	PUNCT
cet-517	77	35	proceedings	proceeding	NOUN
cet-517	77	36	of	of	ADP
cet-517	77	37	eci	eci	PROPN
cet-517	77	38	conference	conference	NOUN
cet-517	77	39	heat	heat	NOUN
cet-517	77	40	exchanger	exchanger	NOUN
cet-517	77	41	fouling	fouling	NOUN
cet-517	77	42	and	and	CCONJ
cet-517	77	43	cleaning	cleaning	NOUN
cet-517	77	44	challenges	challenge	NOUN
cet-517	77	45	and	and	CCONJ
cet-517	77	46	opportunities	opportunity	NOUN
cet-517	77	47	,	,	PUNCT
cet-517	77	48	irsee	irsee	PRON
cet-517	77	49	,	,	PUNCT
cet-517	77	50	germany	germany	PROPN
cet-517	77	51	.	.	PUNCT
cet-517	78	1	liporace	liporace	PROPN
cet-517	78	2	f.s	f.s	AUX
cet-517	78	3	.	.	PROPN
cet-517	78	4	,	,	PUNCT
cet-517	78	5	oliveira	oliveira	PROPN
cet-517	78	6	s.g	s.g	PROPN
cet-517	78	7	.	.	PROPN
cet-517	78	8	,	,	PUNCT
cet-517	78	9	2005	2005	NUM
cet-517	78	10	,	,	PUNCT
cet-517	78	11	real	real	ADJ
cet-517	78	12	time	time	NOUN
cet-517	78	13	fouling	foul	VERB
cet-517	78	14	diagnosis	diagnosis	NOUN
cet-517	78	15	and	and	CCONJ
cet-517	78	16	heat	heat	NOUN
cet-517	78	17	exchanger	exchanger	NOUN
cet-517	78	18	performance	performance	NOUN
cet-517	78	19	,	,	PUNCT
cet-517	78	20	proceedings	proceeding	NOUN
cet-517	78	21	of	of	ADP
cet-517	78	22	eci	eci	PROPN
cet-517	78	23	conference	conference	NOUN
cet-517	78	24	heat	heat	NOUN
cet-517	78	25	exchanger	exchanger	NOUN
cet-517	78	26	fouling	fouling	NOUN
cet-517	78	27	and	and	CCONJ
cet-517	78	28	cleaning	cleaning	NOUN
cet-517	78	29	challenges	challenge	NOUN
cet-517	78	30	and	and	CCONJ
cet-517	78	31	opportunities	opportunity	NOUN
cet-517	78	32	,	,	PUNCT
cet-517	78	33	irsee	irsee	PRON
cet-517	78	34	,	,	PUNCT
cet-517	78	35	germany	germany	PROPN
cet-517	78	36	.	.	PUNCT
cet-517	79	1	markowski	markowski	PROPN
cet-517	79	2	m.	m.	NOUN
cet-517	79	3	,	,	PUNCT
cet-517	79	4	urbaniec	urbaniec	NOUN
cet-517	79	5	k.	k.	NOUN
cet-517	79	6	,	,	PUNCT
cet-517	79	7	2005	2005	NUM
cet-517	79	8	,	,	PUNCT
cet-517	79	9	optimal	optimal	ADJ
cet-517	79	10	cleaning	cleaning	NOUN
cet-517	79	11	schedule	schedule	NOUN
cet-517	79	12	for	for	ADP
cet-517	79	13	heat	heat	NOUN
cet-517	79	14	exchangers	exchanger	NOUN
cet-517	79	15	in	in	ADP
cet-517	79	16	a	a	DET
cet-517	79	17	hen	hen	NOUN
cet-517	79	18	,	,	PUNCT
cet-517	79	19	applied	apply	VERB
cet-517	79	20	thermal	thermal	ADJ
cet-517	79	21	engineering	engineering	NOUN
cet-517	79	22	,	,	PUNCT
cet-517	79	23	25	25	NUM
cet-517	79	24	,	,	PUNCT
cet-517	79	25	1019	1019	NUM
cet-517	79	26	-	-	SYM
cet-517	79	27	1032	1032	NUM
cet-517	79	28	.	.	PUNCT
cet-517	80	1	markowski	markowski	NOUN
cet-517	80	2	m.	m.	NOUN
cet-517	80	3	,	,	PUNCT
cet-517	80	4	trafczynski	trafczynski	PROPN
cet-517	80	5	m.	m.	NOUN
cet-517	80	6	,	,	PUNCT
cet-517	80	7	urbaniec	urbaniec	PROPN
cet-517	80	8	k.	k.	PROPN
cet-517	80	9	,	,	PUNCT
cet-517	80	10	2013	2013	NUM
cet-517	80	11	,	,	PUNCT
cet-517	80	12	validation	validation	NOUN
cet-517	80	13	of	of	ADP
cet-517	80	14	the	the	DET
cet-517	80	15	method	method	NOUN
cet-517	80	16	for	for	ADP
cet-517	80	17	determination	determination	NOUN
cet-517	80	18	of	of	ADP
cet-517	80	19	the	the	DET
cet-517	80	20	thermal	thermal	ADJ
cet-517	80	21	resistance	resistance	NOUN
cet-517	80	22	of	of	ADP
cet-517	80	23	fouling	foul	VERB
cet-517	80	24	in	in	ADP
cet-517	80	25	shell	shell	NOUN
cet-517	80	26	and	and	CCONJ
cet-517	80	27	tube	tube	NOUN
cet-517	80	28	heat	heat	NOUN
cet-517	80	29	exchangers	exchanger	NOUN
cet-517	80	30	,	,	PUNCT
cet-517	80	31	energy	energy	NOUN
cet-517	80	32	conversion	conversion	NOUN
cet-517	80	33	and	and	CCONJ
cet-517	80	34	management	management	NOUN
cet-517	80	35	,	,	PUNCT
cet-517	80	36	76	76	NUM
cet-517	80	37	,	,	PUNCT
cet-517	80	38	307	307	NUM
cet-517	80	39	-	-	SYM
cet-517	80	40	313	313	NUM
cet-517	80	41	.	.	PUNCT
cet-517	81	1	müller	müller	PROPN
cet-517	81	2	-	-	PUNCT
cet-517	81	3	steinhagen	steinhagen	PROPN
cet-517	81	4	h.	h.	PROPN
cet-517	81	5	(	(	PUNCT
cet-517	81	6	ed	ed	NOUN
cet-517	81	7	.	.	PUNCT
cet-517	81	8	)	)	PUNCT
cet-517	81	9	,	,	PUNCT
cet-517	81	10	2000	2000	NUM
cet-517	81	11	,	,	PUNCT
cet-517	81	12	heat	heat	NOUN
cet-517	81	13	exchanger	exchanger	NOUN
cet-517	81	14	fouling	fouling	NOUN
cet-517	81	15	mitigation	mitigation	NOUN
cet-517	81	16	and	and	CCONJ
cet-517	81	17	cleaning	cleaning	NOUN
cet-517	81	18	technologies	technology	NOUN
cet-517	81	19	,	,	PUNCT
cet-517	81	20	publico	publico	PROPN
cet-517	81	21	,	,	PUNCT
cet-517	81	22	essen	essen	PROPN
cet-517	81	23	,	,	PUNCT
cet-517	81	24	germany	germany	PROPN
cet-517	81	25	.	.	PUNCT
cet-517	82	1	pogiatzis	pogiatzi	NOUN
cet-517	82	2	t.	t.	PROPN
cet-517	82	3	,	,	PUNCT
cet-517	82	4	ishiyama	ishiyama	NOUN
cet-517	82	5	e.m	e.m	PROPN
cet-517	82	6	.	.	PROPN
cet-517	82	7	,	,	PUNCT
cet-517	82	8	paterson	paterson	PROPN
cet-517	82	9	w.r	w.r	PROPN
cet-517	82	10	.	.	PROPN
cet-517	82	11	,	,	PUNCT
cet-517	82	12	vassiliadis	vassiliadis	PROPN
cet-517	82	13	v.s.	v.s.	PROPN
cet-517	82	14	,	,	PUNCT
cet-517	82	15	wilson	wilson	PROPN
cet-517	82	16	d.i	d.i	PROPN
cet-517	82	17	.	.	PROPN
cet-517	82	18	,	,	PUNCT
cet-517	82	19	2012	2012	NUM
cet-517	82	20	,	,	PUNCT
cet-517	82	21	identifying	identify	VERB
cet-517	82	22	optimal	optimal	ADJ
cet-517	82	23	cleaning	cleaning	NOUN
cet-517	82	24	cycles	cycle	NOUN
cet-517	82	25	for	for	ADP
cet-517	82	26	heat	heat	NOUN
cet-517	82	27	exchangers	exchanger	NOUN
cet-517	82	28	subject	subject	ADJ
cet-517	82	29	to	to	ADP
cet-517	82	30	fouling	fouling	NOUN
cet-517	82	31	and	and	CCONJ
cet-517	82	32	ageing	ageing	NOUN
cet-517	82	33	,	,	PUNCT
cet-517	82	34	applied	apply	VERB
cet-517	82	35	energy	energy	NOUN
cet-517	82	36	,	,	PUNCT
cet-517	82	37	89	89	NUM
cet-517	82	38	,	,	PUNCT
cet-517	82	39	60–66	60–66	NUM
cet-517	82	40	.	.	PUNCT
cet-517	83	1	ravagnani	ravagnani	PROPN
cet-517	83	2	m.a.s.s	m.a.s.s	PROPN
cet-517	83	3	.	.	PROPN
cet-517	83	4	,	,	PUNCT
cet-517	83	5	caballero	caballero	PROPN
cet-517	83	6	j.a	j.a	PROPN
cet-517	83	7	.	.	PROPN
cet-517	83	8	,	,	PUNCT
cet-517	83	9	2007	2007	NUM
cet-517	83	10	,	,	PUNCT
cet-517	83	11	optimal	optimal	ADJ
cet-517	83	12	heat	heat	NOUN
cet-517	83	13	exchanger	exchanger	NOUN
cet-517	83	14	network	network	NOUN
cet-517	83	15	synthesis	synthesis	NOUN
cet-517	83	16	with	with	ADP
cet-517	83	17	the	the	DET
cet-517	83	18	detailed	detailed	ADJ
cet-517	83	19	heat	heat	NOUN
cet-517	83	20	transfer	transfer	NOUN
cet-517	83	21	equipment	equipment	NOUN
cet-517	83	22	design	design	NOUN
cet-517	83	23	,	,	PUNCT
cet-517	83	24	computers	computer	NOUN
cet-517	83	25	&	&	CCONJ
cet-517	83	26	chemical	chemical	PROPN
cet-517	83	27	engineering	engineering	NOUN
cet-517	83	28	,	,	PUNCT
cet-517	83	29	31(11	31(11	NUM
cet-517	83	30	)	)	PUNCT
cet-517	83	31	,	,	PUNCT
cet-517	83	32	1432	1432	NUM
cet-517	83	33	-	-	SYM
cet-517	83	34	1448	1448	NUM
cet-517	83	35	.	.	PUNCT
cet-517	84	1	elvers	elver	NOUN
cet-517	84	2	b.	b.	PROPN
cet-517	84	3	(	(	PUNCT
cet-517	84	4	ed	ed	NOUN
cet-517	84	5	)	)	PUNCT
cet-517	84	6	,	,	PUNCT
cet-517	84	7	1988	1988	NUM
cet-517	84	8	,	,	PUNCT
cet-517	84	9	ullmann	ullmann	PROPN
cet-517	84	10	’s	’s	PART
cet-517	84	11	encyclopedia	encyclopedia	NOUN
cet-517	84	12	of	of	ADP
cet-517	84	13	industrial	industrial	ADJ
cet-517	84	14	chemistry	chemistry	NOUN
cet-517	84	15	,	,	PUNCT
cet-517	84	16	wiley‐vch	wiley‐vch	PROPN
cet-517	84	17	,	,	PUNCT
cet-517	84	18	weinheim	weinheim	PROPN
cet-517	84	19	,	,	PUNCT
cet-517	84	20	germany	germany	PROPN
cet-517	84	21	.	.	PUNCT
cet-517	85	1	isbn	isbn	PROPN
cet-517	85	2	:	:	PUNCT
cet-517	85	3	9783527306732	9783527306732	NUM
cet-517	85	4	.	.	PUNCT
cet-517	86	1	yang	yang	PROPN
cet-517	86	2	m.	m.	PROPN
cet-517	86	3	,	,	PUNCT
cet-517	86	4	crittenden	crittenden	PROPN
cet-517	86	5	b.	b.	PROPN
cet-517	86	6	,	,	PUNCT
cet-517	86	7	2012	2012	NUM
cet-517	86	8	,	,	PUNCT
cet-517	86	9	fouling	fouling	NOUN
cet-517	86	10	thresholds	threshold	NOUN
cet-517	86	11	in	in	ADP
cet-517	86	12	bare	bare	ADJ
cet-517	86	13	tubes	tube	NOUN
cet-517	86	14	and	and	CCONJ
cet-517	86	15	tubes	tube	NOUN
cet-517	86	16	fitted	fit	VERB
cet-517	86	17	with	with	ADP
cet-517	86	18	inserts	insert	NOUN
cet-517	86	19	,	,	PUNCT
cet-517	86	20	applied	apply	VERB
cet-517	86	21	energy	energy	NOUN
cet-517	86	22	,	,	PUNCT
cet-517	86	23	89	89	NUM
cet-517	86	24	,	,	PUNCT
cet-517	86	25	67–73	67–73	NUM
cet-517	86	26	.	.	PUNCT
cet-517	86	27	522	522	NUM