id	sid	tid	token	lemma	pos
cet-13167	1	1	cet	cet	PROPN
cet-13167	1	2	vol	vol	NOUN
cet-13167	1	3	99	99	NUM
cet-13167	1	4	doi	doi	NOUN
cet-13167	1	5	:	:	PUNCT
cet-13167	1	6	10.3303	10.3303	NUM
cet-13167	1	7	/	/	SYM
cet-13167	1	8	cet2399089	cet2399089	NOUN
cet-13167	1	9	paper	paper	NOUN
cet-13167	1	10	received	receive	VERB
cet-13167	1	11	:	:	PUNCT
cet-13167	1	12	9	9	NUM
cet-13167	1	13	december	december	PROPN
cet-13167	1	14	2022	2022	NUM
cet-13167	1	15	;	;	PUNCT
cet-13167	1	16	revised	revise	VERB
cet-13167	1	17	:	:	PUNCT
cet-13167	1	18	24	24	NUM
cet-13167	1	19	march	march	PROPN
cet-13167	1	20	2023	2023	NUM
cet-13167	1	21	;	;	PUNCT
cet-13167	1	22	accepted	accept	VERB
cet-13167	1	23	:	:	PUNCT
cet-13167	1	24	7	7	NUM
cet-13167	1	25	may	may	AUX
cet-13167	1	26	2023	2023	NUM
cet-13167	1	27	please	please	INTJ
cet-13167	1	28	cite	cite	VERB
cet-13167	1	29	this	this	DET
cet-13167	1	30	article	article	NOUN
cet-13167	1	31	as	as	ADP
cet-13167	1	32	:	:	PUNCT
cet-13167	1	33	segawa	segawa	PROPN
cet-13167	1	34	y.	y.	PROPN
cet-13167	1	35	,	,	PUNCT
cet-13167	1	36	tonomura	tonomura	NOUN
cet-13167	1	37	o.	o.	NOUN
cet-13167	1	38	,	,	PUNCT
cet-13167	1	39	sotowa	sotowa	PROPN
cet-13167	1	40	k.-i	k.-i	PROPN
cet-13167	1	41	.	.	PROPN
cet-13167	1	42	,	,	PUNCT
cet-13167	1	43	2023	2023	NUM
cet-13167	1	44	,	,	PUNCT
cet-13167	1	45	cfd	cfd	NOUN
cet-13167	1	46	-	-	PUNCT
cet-13167	1	47	based	base	VERB
cet-13167	1	48	design	design	NOUN
cet-13167	1	49	of	of	ADP
cet-13167	1	50	multi	multi	ADJ
cet-13167	1	51	-	-	ADJ
cet-13167	1	52	tube	tube	ADJ
cet-13167	1	53	heat	heat	NOUN
cet-13167	1	54	exchange	exchange	NOUN
cet-13167	1	55	type	type	NOUN
cet-13167	1	56	compact	compact	ADJ
cet-13167	1	57	reactor	reactor	NOUN
cet-13167	1	58	,	,	PUNCT
cet-13167	1	59	chemical	chemical	NOUN
cet-13167	1	60	engineering	engineering	NOUN
cet-13167	1	61	transactions	transaction	NOUN
cet-13167	1	62	,	,	PUNCT
cet-13167	1	63	99	99	NUM
cet-13167	1	64	,	,	PUNCT
cet-13167	1	65	529	529	NUM
cet-13167	1	66	-	-	SYM
cet-13167	1	67	534	534	NUM
cet-13167	1	68	doi:10.3303	doi:10.3303	NOUN
cet-13167	1	69	/	/	SYM
cet-13167	1	70	cet2399089	cet2399089	NOUN
cet-13167	1	71	chemical	chemical	PROPN
cet-13167	1	72	engineering	engineering	NOUN
cet-13167	1	73	transactions	transaction	NOUN
cet-13167	1	74	vol	vol	NOUN
cet-13167	1	75	.	.	PROPN
cet-13167	1	76	99	99	NUM
cet-13167	1	77	,	,	PUNCT
cet-13167	1	78	2023	2023	NUM
cet-13167	1	79	a	a	DET
cet-13167	1	80	publication	publication	NOUN
cet-13167	1	81	of	of	ADP
cet-13167	1	82	the	the	DET
cet-13167	1	83	italian	italian	ADJ
cet-13167	1	84	association	association	NOUN
cet-13167	1	85	of	of	ADP
cet-13167	1	86	chemical	chemical	PROPN
cet-13167	1	87	engineering	engineering	NOUN
cet-13167	1	88	online	online	ADV
cet-13167	1	89	at	at	ADP
cet-13167	1	90	www.cetjournal.it	www.cetjournal.it	PROPN
cet-13167	1	91	guest	guest	NOUN
cet-13167	1	92	editors	editor	NOUN
cet-13167	1	93	:	:	PUNCT
cet-13167	1	94	sauro	sauro	PROPN
cet-13167	1	95	pierucci	pierucci	PROPN
cet-13167	1	96	,	,	PUNCT
cet-13167	1	97	flavio	flavio	PROPN
cet-13167	1	98	manenti	manenti	VERB
cet-13167	1	99	copyright	copyright	NOUN
cet-13167	1	100	©	©	PROPN
cet-13167	1	101	2023	2023	NUM
cet-13167	1	102	,	,	PUNCT
cet-13167	1	103	aidic	aidic	ADJ
cet-13167	1	104	servizi	servizi	PROPN
cet-13167	1	105	s.r.l	s.r.l	PROPN
cet-13167	1	106	.	.	PUNCT
cet-13167	2	1	isbn	isbn	ADJ
cet-13167	2	2	978	978	NUM
cet-13167	2	3	-	-	SYM
cet-13167	2	4	88	88	NUM
cet-13167	2	5	-	-	PUNCT
cet-13167	2	6	95608	95608	NUM
cet-13167	2	7	-	-	PUNCT
cet-13167	2	8	98	98	NUM
cet-13167	2	9	-	-	SYM
cet-13167	2	10	3	3	NUM
cet-13167	2	11	;	;	PUNCT
cet-13167	2	12	issn	issn	PROPN
cet-13167	2	13	2283	2283	NUM
cet-13167	2	14	-	-	SYM
cet-13167	2	15	9216	9216	NUM
cet-13167	2	16	cfd	cfd	NOUN
cet-13167	2	17	-	-	PUNCT
cet-13167	2	18	based	base	VERB
cet-13167	2	19	design	design	NOUN
cet-13167	2	20	of	of	ADP
cet-13167	2	21	multi	multi	ADJ
cet-13167	2	22	-	-	ADJ
cet-13167	2	23	tube	tube	ADJ
cet-13167	2	24	heat	heat	NOUN
cet-13167	2	25	exchange	exchange	NOUN
cet-13167	2	26	type	type	NOUN
cet-13167	2	27	compact	compact	ADJ
cet-13167	2	28	reactor	reactor	NOUN
cet-13167	2	29	yumiko	yumiko	PROPN
cet-13167	2	30	segawa	segawa	PROPN
cet-13167	2	31	,	,	PUNCT
cet-13167	2	32	osamu	osamu	PROPN
cet-13167	2	33	tonomura	tonomura	PROPN
cet-13167	2	34	*	*	PROPN
cet-13167	2	35	,	,	PUNCT
cet-13167	3	1	ken	ken	PROPN
cet-13167	3	2	-	-	PUNCT
cet-13167	3	3	ichiro	ichiro	PROPN
cet-13167	3	4	sotowa	sotowa	NOUN
cet-13167	3	5	dept	dept	NOUN
cet-13167	3	6	.	.	PROPN
cet-13167	3	7	of	of	ADP
cet-13167	3	8	chemical	chemical	PROPN
cet-13167	3	9	engineering	engineering	PROPN
cet-13167	3	10	,	,	PUNCT
cet-13167	3	11	kyoto	kyoto	PROPN
cet-13167	3	12	university	university	PROPN
cet-13167	3	13	,	,	PUNCT
cet-13167	3	14	kyoto	kyoto	PROPN
cet-13167	3	15	615	615	NUM
cet-13167	3	16	-	-	SYM
cet-13167	3	17	8510	8510	NUM
cet-13167	3	18	,	,	PUNCT
cet-13167	3	19	japan	japan	PROPN
cet-13167	3	20	tonomura@cheme.kyoto-u.ac.jp	tonomura@cheme.kyoto-u.ac.jp	VERB
cet-13167	3	21	the	the	DET
cet-13167	3	22	production	production	NOUN
cet-13167	3	23	capacity	capacity	NOUN
cet-13167	3	24	of	of	ADP
cet-13167	3	25	compact	compact	ADJ
cet-13167	3	26	reactors	reactor	NOUN
cet-13167	3	27	with	with	ADP
cet-13167	3	28	micrometer	micrometer	NOUN
cet-13167	3	29	or	or	CCONJ
cet-13167	3	30	millimeter	millimeter	NOUN
cet-13167	3	31	-	-	PUNCT
cet-13167	3	32	scale	scale	NOUN
cet-13167	3	33	channels	channel	NOUN
cet-13167	3	34	or	or	CCONJ
cet-13167	3	35	tubes	tube	NOUN
cet-13167	3	36	is	be	AUX
cet-13167	3	37	increased	increase	VERB
cet-13167	3	38	by	by	ADP
cet-13167	3	39	numbering	number	VERB
cet-13167	3	40	-	-	PUNCT
cet-13167	3	41	up	up	NOUN
cet-13167	3	42	.	.	PUNCT
cet-13167	4	1	in	in	ADP
cet-13167	4	2	previous	previous	ADJ
cet-13167	4	3	studies	study	NOUN
cet-13167	4	4	,	,	PUNCT
cet-13167	4	5	a	a	DET
cet-13167	4	6	multi	multi	ADJ
cet-13167	4	7	-	-	ADJ
cet-13167	4	8	channel	channel	ADJ
cet-13167	4	9	plate	plate	NOUN
cet-13167	4	10	type	type	NOUN
cet-13167	4	11	reactor	reactor	NOUN
cet-13167	4	12	and	and	CCONJ
cet-13167	4	13	a	a	DET
cet-13167	4	14	multi	multi	ADJ
cet-13167	4	15	-	-	ADJ
cet-13167	4	16	tube	tube	ADJ
cet-13167	4	17	type	type	NOUN
cet-13167	4	18	reactor	reactor	NOUN
cet-13167	4	19	(	(	PUNCT
cet-13167	4	20	mtr	mtr	NOUN
cet-13167	4	21	)	)	PUNCT
cet-13167	4	22	were	be	AUX
cet-13167	4	23	developed	develop	VERB
cet-13167	4	24	and	and	CCONJ
cet-13167	4	25	applied	apply	VERB
cet-13167	4	26	to	to	ADP
cet-13167	4	27	extraction	extraction	NOUN
cet-13167	4	28	and	and	CCONJ
cet-13167	4	29	reaction	reaction	NOUN
cet-13167	4	30	operations	operation	NOUN
cet-13167	4	31	.	.	PUNCT
cet-13167	5	1	fluid	fluid	ADJ
cet-13167	5	2	distribution	distribution	NOUN
cet-13167	5	3	has	have	AUX
cet-13167	5	4	often	often	ADV
cet-13167	5	5	been	be	AUX
cet-13167	5	6	evaluated	evaluate	VERB
cet-13167	5	7	to	to	PART
cet-13167	5	8	design	design	VERB
cet-13167	5	9	these	these	DET
cet-13167	5	10	reactors	reactor	NOUN
cet-13167	5	11	,	,	PUNCT
cet-13167	5	12	but	but	CCONJ
cet-13167	5	13	temperature	temperature	NOUN
cet-13167	5	14	control	control	NOUN
cet-13167	5	15	,	,	PUNCT
cet-13167	5	16	which	which	PRON
cet-13167	5	17	is	be	AUX
cet-13167	5	18	critical	critical	ADJ
cet-13167	5	19	to	to	ADP
cet-13167	5	20	the	the	DET
cet-13167	5	21	reaction	reaction	NOUN
cet-13167	5	22	,	,	PUNCT
cet-13167	5	23	has	have	AUX
cet-13167	5	24	not	not	PART
cet-13167	5	25	been	be	AUX
cet-13167	5	26	fully	fully	ADV
cet-13167	5	27	considered	consider	VERB
cet-13167	5	28	.	.	PUNCT
cet-13167	6	1	it	it	PRON
cet-13167	6	2	is	be	AUX
cet-13167	6	3	important	important	ADJ
cet-13167	6	4	to	to	PART
cet-13167	6	5	solve	solve	VERB
cet-13167	6	6	this	this	DET
cet-13167	6	7	problem	problem	NOUN
cet-13167	6	8	and	and	CCONJ
cet-13167	6	9	establish	establish	VERB
cet-13167	6	10	a	a	DET
cet-13167	6	11	design	design	NOUN
cet-13167	6	12	method	method	NOUN
cet-13167	6	13	.	.	PUNCT
cet-13167	7	1	in	in	ADP
cet-13167	7	2	this	this	DET
cet-13167	7	3	study	study	NOUN
cet-13167	7	4	,	,	PUNCT
cet-13167	7	5	computational	computational	ADJ
cet-13167	7	6	fluid	fluid	ADJ
cet-13167	7	7	dynamics	dynamic	NOUN
cet-13167	7	8	(	(	PUNCT
cet-13167	7	9	cfd)-based	cfd)-base	VERB
cet-13167	7	10	design	design	NOUN
cet-13167	7	11	was	be	AUX
cet-13167	7	12	performed	perform	VERB
cet-13167	7	13	so	so	SCONJ
cet-13167	7	14	as	as	SCONJ
cet-13167	7	15	to	to	PART
cet-13167	7	16	achieve	achieve	VERB
cet-13167	7	17	the	the	DET
cet-13167	7	18	uniform	uniform	ADJ
cet-13167	7	19	flow	flow	NOUN
cet-13167	7	20	and	and	CCONJ
cet-13167	7	21	temperature	temperature	NOUN
cet-13167	7	22	distributions	distribution	NOUN
cet-13167	7	23	among	among	ADP
cet-13167	7	24	the	the	DET
cet-13167	7	25	reaction	reaction	NOUN
cet-13167	7	26	tubes	tube	NOUN
cet-13167	7	27	in	in	ADP
cet-13167	7	28	the	the	DET
cet-13167	7	29	mtr	mtr	NOUN
cet-13167	7	30	,	,	PUNCT
cet-13167	7	31	where	where	SCONJ
cet-13167	7	32	an	an	DET
cet-13167	7	33	exothermic	exothermic	ADJ
cet-13167	7	34	reaction	reaction	NOUN
cet-13167	7	35	proceeds	proceed	NOUN
cet-13167	7	36	in	in	ADP
cet-13167	7	37	each	each	DET
cet-13167	7	38	tube	tube	NOUN
cet-13167	7	39	with	with	ADP
cet-13167	7	40	an	an	DET
cet-13167	7	41	immobilized	immobilized	ADJ
cet-13167	7	42	catalyst	catalyst	NOUN
cet-13167	7	43	and	and	CCONJ
cet-13167	7	44	the	the	DET
cet-13167	7	45	reaction	reaction	NOUN
cet-13167	7	46	temperature	temperature	NOUN
cet-13167	7	47	is	be	AUX
cet-13167	7	48	controlled	control	VERB
cet-13167	7	49	by	by	ADP
cet-13167	7	50	a	a	DET
cet-13167	7	51	coolant	coolant	NOUN
cet-13167	7	52	flowing	flow	VERB
cet-13167	7	53	outside	outside	ADP
cet-13167	7	54	the	the	DET
cet-13167	7	55	tubes	tube	NOUN
cet-13167	7	56	.	.	PUNCT
cet-13167	8	1	effects	effect	NOUN
cet-13167	8	2	of	of	ADP
cet-13167	8	3	multi	multi	ADJ
cet-13167	8	4	-	-	ADJ
cet-13167	8	5	tube	tube	ADJ
cet-13167	8	6	arrangement	arrangement	NOUN
cet-13167	8	7	of	of	ADP
cet-13167	8	8	lattice	lattice	NOUN
cet-13167	8	9	,	,	PUNCT
cet-13167	8	10	concentric	concentric	ADJ
cet-13167	8	11	circles	circle	NOUN
cet-13167	8	12	and	and	CCONJ
cet-13167	8	13	single	single	ADJ
cet-13167	8	14	circle	circle	NOUN
cet-13167	8	15	,	,	PUNCT
cet-13167	8	16	shell	shell	VERB
cet-13167	8	17	cross	cross	ADJ
cet-13167	8	18	-	-	ADJ
cet-13167	8	19	sectional	sectional	ADJ
cet-13167	8	20	shape	shape	NOUN
cet-13167	8	21	of	of	ADP
cet-13167	8	22	circle	circle	NOUN
cet-13167	8	23	,	,	PUNCT
cet-13167	8	24	rectangle	rectangle	NOUN
cet-13167	8	25	and	and	CCONJ
cet-13167	8	26	ring	ring	NOUN
cet-13167	8	27	,	,	PUNCT
cet-13167	8	28	and	and	CCONJ
cet-13167	8	29	reaction	reaction	NOUN
cet-13167	8	30	tubes	tube	NOUN
cet-13167	8	31	with	with	ADP
cet-13167	8	32	or	or	CCONJ
cet-13167	8	33	without	without	ADP
cet-13167	8	34	catalyst	catalyst	NOUN
cet-13167	8	35	-	-	PUNCT
cet-13167	8	36	free	free	ADJ
cet-13167	8	37	inert	inert	ADJ
cet-13167	8	38	sections	section	NOUN
cet-13167	8	39	on	on	ADP
cet-13167	8	40	the	the	DET
cet-13167	8	41	reactor	reactor	NOUN
cet-13167	8	42	performance	performance	NOUN
cet-13167	8	43	were	be	AUX
cet-13167	8	44	investigated	investigate	VERB
cet-13167	8	45	by	by	ADP
cet-13167	8	46	cfd	cfd	NOUN
cet-13167	8	47	.	.	PUNCT
cet-13167	9	1	the	the	DET
cet-13167	9	2	usefulness	usefulness	NOUN
cet-13167	9	3	of	of	ADP
cet-13167	9	4	a	a	DET
cet-13167	9	5	two	two	NUM
cet-13167	9	6	-	-	PUNCT
cet-13167	9	7	step	step	NOUN
cet-13167	9	8	approach	approach	NOUN
cet-13167	9	9	of	of	ADP
cet-13167	9	10	designing	design	VERB
cet-13167	9	11	the	the	DET
cet-13167	9	12	mtr	mtr	NOUN
cet-13167	9	13	after	after	ADP
cet-13167	9	14	designing	design	VERB
cet-13167	9	15	the	the	DET
cet-13167	9	16	double	double	ADJ
cet-13167	9	17	-	-	PUNCT
cet-13167	9	18	tubular	tubular	ADJ
cet-13167	9	19	reactor	reactor	NOUN
cet-13167	9	20	was	be	AUX
cet-13167	9	21	confirmed	confirm	VERB
cet-13167	9	22	through	through	ADP
cet-13167	9	23	a	a	DET
cet-13167	9	24	case	case	NOUN
cet-13167	9	25	study	study	NOUN
cet-13167	9	26	on	on	ADP
cet-13167	9	27	parallel	parallel	ADJ
cet-13167	9	28	reactions	reaction	NOUN
cet-13167	9	29	.	.	PUNCT
cet-13167	10	1	1	1	X
cet-13167	10	2	.	.	X
cet-13167	10	3	introduction	introduction	NOUN
cet-13167	10	4	compact	compact	ADJ
cet-13167	10	5	reactors	reactor	NOUN
cet-13167	10	6	with	with	ADP
cet-13167	10	7	micrometer	micrometer	NOUN
cet-13167	10	8	or	or	CCONJ
cet-13167	10	9	millimeter	millimeter	NOUN
cet-13167	10	10	-	-	PUNCT
cet-13167	10	11	scale	scale	NOUN
cet-13167	10	12	channels	channel	NOUN
cet-13167	10	13	have	have	AUX
cet-13167	10	14	been	be	AUX
cet-13167	10	15	attracting	attract	VERB
cet-13167	10	16	attention	attention	NOUN
cet-13167	10	17	in	in	ADP
cet-13167	10	18	the	the	DET
cet-13167	10	19	fields	field	NOUN
cet-13167	10	20	of	of	ADP
cet-13167	10	21	fine	fine	ADJ
cet-13167	10	22	chemicals	chemical	NOUN
cet-13167	10	23	and	and	CCONJ
cet-13167	10	24	pharmaceuticals	pharmaceutical	NOUN
cet-13167	10	25	in	in	ADP
cet-13167	10	26	recent	recent	ADJ
cet-13167	10	27	years	year	NOUN
cet-13167	10	28	due	due	ADP
cet-13167	10	29	to	to	ADP
cet-13167	10	30	their	their	PRON
cet-13167	10	31	advantages	advantage	NOUN
cet-13167	10	32	of	of	ADP
cet-13167	10	33	efficient	efficient	ADJ
cet-13167	10	34	mass	mass	NOUN
cet-13167	10	35	and	and	CCONJ
cet-13167	10	36	heat	heat	NOUN
cet-13167	10	37	transfer	transfer	NOUN
cet-13167	10	38	and	and	CCONJ
cet-13167	10	39	precise	precise	ADJ
cet-13167	10	40	control	control	NOUN
cet-13167	10	41	of	of	ADP
cet-13167	10	42	short	short	ADJ
cet-13167	10	43	residence	residence	NOUN
cet-13167	10	44	time	time	NOUN
cet-13167	10	45	(	(	PUNCT
cet-13167	10	46	tsubogo	tsubogo	NOUN
cet-13167	10	47	et	et	PROPN
cet-13167	10	48	al	al	PROPN
cet-13167	10	49	.	.	PROPN
cet-13167	10	50	,	,	PUNCT
cet-13167	10	51	2015	2015	NUM
cet-13167	10	52	)	)	PUNCT
cet-13167	10	53	.	.	PUNCT
cet-13167	11	1	the	the	DET
cet-13167	11	2	production	production	NOUN
cet-13167	11	3	capacity	capacity	NOUN
cet-13167	11	4	of	of	ADP
cet-13167	11	5	compact	compact	ADJ
cet-13167	11	6	reactors	reactor	NOUN
cet-13167	11	7	is	be	AUX
cet-13167	11	8	increased	increase	VERB
cet-13167	11	9	by	by	ADP
cet-13167	11	10	numbering	number	VERB
cet-13167	11	11	-	-	PUNCT
cet-13167	11	12	up	up	NOUN
cet-13167	11	13	,	,	PUNCT
cet-13167	11	14	which	which	PRON
cet-13167	11	15	means	mean	VERB
cet-13167	11	16	the	the	DET
cet-13167	11	17	parallelization	parallelization	NOUN
cet-13167	11	18	of	of	ADP
cet-13167	11	19	channels	channel	NOUN
cet-13167	11	20	or	or	CCONJ
cet-13167	11	21	tubes	tube	NOUN
cet-13167	11	22	.	.	PUNCT
cet-13167	12	1	typical	typical	ADJ
cet-13167	12	2	compact	compact	ADJ
cet-13167	12	3	reactors	reactor	NOUN
cet-13167	12	4	with	with	ADP
cet-13167	12	5	numbering	number	VERB
cet-13167	12	6	-	-	PUNCT
cet-13167	12	7	up	up	ADP
cet-13167	12	8	structure	structure	NOUN
cet-13167	12	9	are	be	AUX
cet-13167	12	10	multi	multi	ADJ
cet-13167	12	11	-	-	ADJ
cet-13167	12	12	tube	tube	ADJ
cet-13167	12	13	type	type	NOUN
cet-13167	12	14	reactors	reactor	NOUN
cet-13167	12	15	(	(	PUNCT
cet-13167	12	16	mtrs	mtrs	ADJ
cet-13167	12	17	)	)	PUNCT
cet-13167	12	18	and	and	CCONJ
cet-13167	12	19	multi	multi	ADJ
cet-13167	12	20	-	-	ADJ
cet-13167	12	21	channel	channel	ADJ
cet-13167	12	22	plate	plate	NOUN
cet-13167	12	23	type	type	NOUN
cet-13167	12	24	reactors	reactor	NOUN
cet-13167	12	25	(	(	PUNCT
cet-13167	12	26	mcprs	mcprs	ADJ
cet-13167	12	27	)	)	PUNCT
cet-13167	12	28	.	.	PUNCT
cet-13167	13	1	the	the	DET
cet-13167	13	2	mtr	mtr	PROPN
cet-13167	13	3	can	can	AUX
cet-13167	13	4	be	be	AUX
cet-13167	13	5	regarded	regard	VERB
cet-13167	13	6	as	as	ADP
cet-13167	13	7	a	a	DET
cet-13167	13	8	scaled	scale	VERB
cet-13167	13	9	-	-	PUNCT
cet-13167	13	10	down	down	ADP
cet-13167	13	11	version	version	NOUN
cet-13167	13	12	of	of	ADP
cet-13167	13	13	the	the	DET
cet-13167	13	14	conventional	conventional	ADJ
cet-13167	13	15	shell	shell	NOUN
cet-13167	13	16	-	-	PUNCT
cet-13167	13	17	and	and	CCONJ
cet-13167	13	18	-	-	PUNCT
cet-13167	13	19	tube	tube	NOUN
cet-13167	13	20	type	type	NOUN
cet-13167	13	21	device	device	NOUN
cet-13167	13	22	.	.	PUNCT
cet-13167	14	1	the	the	DET
cet-13167	14	2	mcpr	mcpr	PROPN
cet-13167	14	3	has	have	VERB
cet-13167	14	4	a	a	DET
cet-13167	14	5	structure	structure	NOUN
cet-13167	14	6	in	in	ADP
cet-13167	14	7	which	which	PRON
cet-13167	14	8	parallelized	parallelize	VERB
cet-13167	14	9	channels	channel	NOUN
cet-13167	14	10	are	be	AUX
cet-13167	14	11	processed	process	VERB
cet-13167	14	12	in	in	ADP
cet-13167	14	13	one	one	NUM
cet-13167	14	14	plate	plate	NOUN
cet-13167	14	15	and	and	CCONJ
cet-13167	14	16	the	the	DET
cet-13167	14	17	plates	plate	NOUN
cet-13167	14	18	are	be	AUX
cet-13167	14	19	stacked	stack	VERB
cet-13167	14	20	as	as	ADP
cet-13167	14	21	necessary	necessary	ADJ
cet-13167	14	22	.	.	PUNCT
cet-13167	15	1	flow	flow	NOUN
cet-13167	15	2	distributions	distribution	NOUN
cet-13167	15	3	in	in	ADP
cet-13167	15	4	the	the	DET
cet-13167	15	5	compact	compact	ADJ
cet-13167	15	6	reactors	reactor	NOUN
cet-13167	15	7	with	with	ADP
cet-13167	15	8	numbering	number	VERB
cet-13167	15	9	-	-	PUNCT
cet-13167	15	10	up	up	ADP
cet-13167	15	11	structure	structure	NOUN
cet-13167	15	12	for	for	ADP
cet-13167	15	13	single	single	ADJ
cet-13167	15	14	-	-	PUNCT
cet-13167	15	15	phase	phase	NOUN
cet-13167	15	16	and	and	CCONJ
cet-13167	15	17	multi	multi	ADJ
cet-13167	15	18	-	-	NOUN
cet-13167	15	19	phase	phase	NOUN
cet-13167	15	20	flows	flow	NOUN
cet-13167	15	21	have	have	AUX
cet-13167	15	22	been	be	AUX
cet-13167	15	23	evaluated	evaluate	VERB
cet-13167	15	24	by	by	ADP
cet-13167	15	25	experiments	experiment	NOUN
cet-13167	15	26	and	and	CCONJ
cet-13167	15	27	simulations	simulation	NOUN
cet-13167	15	28	(	(	PUNCT
cet-13167	15	29	e.g.	e.g.	ADV
cet-13167	15	30	,	,	PUNCT
cet-13167	15	31	rebrov	rebrov	NOUN
cet-13167	15	32	,	,	PUNCT
cet-13167	15	33	et	et	PROPN
cet-13167	15	34	al	al	PROPN
cet-13167	15	35	.	.	PROPN
cet-13167	15	36	,	,	PUNCT
cet-13167	15	37	2007	2007	NUM
cet-13167	15	38	;	;	PUNCT
cet-13167	15	39	shen	shen	NOUN
cet-13167	15	40	,	,	PUNCT
cet-13167	15	41	et	et	PROPN
cet-13167	15	42	al	al	PROPN
cet-13167	15	43	.	.	PROPN
cet-13167	15	44	,	,	PUNCT
cet-13167	15	45	2018	2018	NUM
cet-13167	15	46	;	;	PUNCT
cet-13167	15	47	park	park	NOUN
cet-13167	15	48	et	et	PROPN
cet-13167	15	49	al	al	PROPN
cet-13167	15	50	.	.	PROPN
cet-13167	15	51	,	,	PUNCT
cet-13167	15	52	2018	2018	NUM
cet-13167	15	53	)	)	PUNCT
cet-13167	15	54	,	,	PUNCT
cet-13167	15	55	and	and	CCONJ
cet-13167	15	56	the	the	DET
cet-13167	15	57	fluid	fluid	ADJ
cet-13167	15	58	distribution	distribution	NOUN
cet-13167	15	59	section	section	NOUN
cet-13167	15	60	in	in	ADP
cet-13167	15	61	the	the	DET
cet-13167	15	62	reactors	reactor	NOUN
cet-13167	15	63	has	have	AUX
cet-13167	15	64	been	be	AUX
cet-13167	15	65	designed	design	VERB
cet-13167	15	66	to	to	PART
cet-13167	15	67	achieve	achieve	VERB
cet-13167	15	68	the	the	DET
cet-13167	15	69	uniform	uniform	ADJ
cet-13167	15	70	flow	flow	NOUN
cet-13167	15	71	distribution	distribution	NOUN
cet-13167	15	72	(	(	PUNCT
cet-13167	15	73	e.g.	e.g.	ADV
cet-13167	15	74	,	,	PUNCT
cet-13167	15	75	dong	dong	PROPN
cet-13167	15	76	,	,	PUNCT
cet-13167	15	77	et	et	PROPN
cet-13167	15	78	al	al	PROPN
cet-13167	15	79	.	.	PROPN
cet-13167	15	80	,	,	PUNCT
cet-13167	15	81	2017	2017	NUM
cet-13167	15	82	;	;	PUNCT
cet-13167	15	83	tonomura	tonomura	NOUN
cet-13167	15	84	,	,	PUNCT
cet-13167	15	85	et	et	PROPN
cet-13167	15	86	al	al	PROPN
cet-13167	15	87	.	.	PROPN
cet-13167	15	88	,	,	PUNCT
cet-13167	15	89	2019a	2019a	NUM
cet-13167	15	90	;	;	PUNCT
cet-13167	15	91	tonomura	tonomura	NOUN
cet-13167	15	92	,	,	PUNCT
cet-13167	15	93	et	et	PROPN
cet-13167	15	94	al	al	PROPN
cet-13167	15	95	.	.	PROPN
cet-13167	15	96	,	,	PUNCT
cet-13167	15	97	2022	2022	NUM
cet-13167	15	98	)	)	PUNCT
cet-13167	15	99	.	.	PUNCT
cet-13167	16	1	applications	application	NOUN
cet-13167	16	2	of	of	ADP
cet-13167	16	3	the	the	DET
cet-13167	16	4	compact	compact	ADJ
cet-13167	16	5	reactors	reactor	NOUN
cet-13167	16	6	to	to	PART
cet-13167	16	7	reaction	reaction	NOUN
cet-13167	16	8	and	and	CCONJ
cet-13167	16	9	extraction	extraction	NOUN
cet-13167	16	10	operations	operation	NOUN
cet-13167	16	11	have	have	AUX
cet-13167	16	12	also	also	ADV
cet-13167	16	13	been	be	AUX
cet-13167	16	14	reported	report	VERB
cet-13167	16	15	(	(	PUNCT
cet-13167	16	16	e.g.	e.g.	ADV
cet-13167	16	17	,	,	PUNCT
cet-13167	16	18	noishiki	noishiki	PROPN
cet-13167	16	19	et	et	PROPN
cet-13167	16	20	al	al	PROPN
cet-13167	16	21	.	.	PROPN
cet-13167	16	22	,	,	PUNCT
cet-13167	16	23	2013	2013	NUM
cet-13167	16	24	;	;	PUNCT
cet-13167	16	25	su	su	PROPN
cet-13167	16	26	et	et	PROPN
cet-13167	16	27	al	al	PROPN
cet-13167	16	28	.	.	PROPN
cet-13167	16	29	,	,	PUNCT
cet-13167	16	30	2016	2016	NUM
cet-13167	16	31	;	;	PUNCT
cet-13167	16	32	tonomura	tonomura	NOUN
cet-13167	16	33	,	,	PUNCT
cet-13167	16	34	et	et	PROPN
cet-13167	16	35	al	al	PROPN
cet-13167	16	36	.	.	PROPN
cet-13167	16	37	,	,	PUNCT
cet-13167	16	38	2019b	2019b	NUM
cet-13167	16	39	)	)	PUNCT
cet-13167	16	40	.	.	PUNCT
cet-13167	17	1	however	however	ADV
cet-13167	17	2	,	,	PUNCT
cet-13167	17	3	temperature	temperature	NOUN
cet-13167	17	4	control	control	NOUN
cet-13167	17	5	,	,	PUNCT
cet-13167	17	6	which	which	PRON
cet-13167	17	7	is	be	AUX
cet-13167	17	8	critical	critical	ADJ
cet-13167	17	9	to	to	ADP
cet-13167	17	10	the	the	DET
cet-13167	17	11	reaction	reaction	NOUN
cet-13167	17	12	,	,	PUNCT
cet-13167	17	13	has	have	AUX
cet-13167	17	14	not	not	PART
cet-13167	17	15	been	be	AUX
cet-13167	17	16	fully	fully	ADV
cet-13167	17	17	considered	consider	VERB
cet-13167	17	18	,	,	PUNCT
cet-13167	17	19	especially	especially	ADV
cet-13167	17	20	for	for	ADP
cet-13167	17	21	the	the	DET
cet-13167	17	22	mtr	mtr	NOUN
cet-13167	17	23	.	.	PUNCT
cet-13167	18	1	it	it	PRON
cet-13167	18	2	is	be	AUX
cet-13167	18	3	important	important	ADJ
cet-13167	18	4	to	to	PART
cet-13167	18	5	solve	solve	VERB
cet-13167	18	6	this	this	DET
cet-13167	18	7	problem	problem	NOUN
cet-13167	18	8	and	and	CCONJ
cet-13167	18	9	establish	establish	VERB
cet-13167	18	10	a	a	DET
cet-13167	18	11	design	design	NOUN
cet-13167	18	12	method	method	NOUN
cet-13167	18	13	.	.	PUNCT
cet-13167	19	1	in	in	ADP
cet-13167	19	2	this	this	DET
cet-13167	19	3	study	study	NOUN
cet-13167	19	4	,	,	PUNCT
cet-13167	19	5	computational	computational	ADJ
cet-13167	19	6	fluid	fluid	ADJ
cet-13167	19	7	dynamics	dynamic	NOUN
cet-13167	19	8	(	(	PUNCT
cet-13167	19	9	cfd)-based	cfd)-base	VERB
cet-13167	19	10	design	design	NOUN
cet-13167	19	11	is	be	AUX
cet-13167	19	12	performed	perform	VERB
cet-13167	19	13	so	so	SCONJ
cet-13167	19	14	as	as	SCONJ
cet-13167	19	15	to	to	PART
cet-13167	19	16	achieve	achieve	VERB
cet-13167	19	17	the	the	DET
cet-13167	19	18	uniform	uniform	ADJ
cet-13167	19	19	flow	flow	NOUN
cet-13167	19	20	and	and	CCONJ
cet-13167	19	21	temperature	temperature	NOUN
cet-13167	19	22	distributions	distribution	NOUN
cet-13167	19	23	among	among	ADP
cet-13167	19	24	the	the	DET
cet-13167	19	25	reaction	reaction	NOUN
cet-13167	19	26	tubes	tube	NOUN
cet-13167	19	27	in	in	ADP
cet-13167	19	28	the	the	DET
cet-13167	19	29	mtr	mtr	NOUN
cet-13167	19	30	,	,	PUNCT
cet-13167	19	31	where	where	SCONJ
cet-13167	19	32	an	an	DET
cet-13167	19	33	exothermic	exothermic	ADJ
cet-13167	19	34	reaction	reaction	NOUN
cet-13167	19	35	proceeds	proceed	NOUN
cet-13167	19	36	in	in	ADP
cet-13167	19	37	each	each	DET
cet-13167	19	38	tube	tube	NOUN
cet-13167	19	39	with	with	ADP
cet-13167	19	40	an	an	DET
cet-13167	19	41	immobilized	immobilized	ADJ
cet-13167	19	42	catalyst	catalyst	NOUN
cet-13167	19	43	and	and	CCONJ
cet-13167	19	44	the	the	DET
cet-13167	19	45	reaction	reaction	NOUN
cet-13167	19	46	temperature	temperature	NOUN
cet-13167	19	47	is	be	AUX
cet-13167	19	48	controlled	control	VERB
cet-13167	19	49	by	by	ADP
cet-13167	19	50	a	a	DET
cet-13167	19	51	coolant	coolant	NOUN
cet-13167	19	52	flowing	flow	VERB
cet-13167	19	53	outside	outside	ADP
cet-13167	19	54	the	the	DET
cet-13167	19	55	tubes	tube	NOUN
cet-13167	19	56	.	.	PUNCT
cet-13167	20	1	2	2	X
cet-13167	20	2	.	.	X
cet-13167	20	3	cfd	cfd	NOUN
cet-13167	20	4	-	-	PUNCT
cet-13167	20	5	based	base	VERB
cet-13167	20	6	two	two	NUM
cet-13167	20	7	-	-	PUNCT
cet-13167	20	8	step	step	NOUN
cet-13167	20	9	design	design	NOUN
cet-13167	20	10	for	for	ADP
cet-13167	20	11	mtr	mtr	NUM
cet-13167	20	12	figure	figure	NOUN
cet-13167	20	13	1	1	NUM
cet-13167	20	14	shows	show	VERB
cet-13167	20	15	an	an	DET
cet-13167	20	16	example	example	NOUN
cet-13167	20	17	of	of	ADP
cet-13167	20	18	mtrs	mtrs	PROPN
cet-13167	20	19	.	.	PUNCT
cet-13167	21	1	the	the	DET
cet-13167	21	2	mtr	mtr	NOUN
cet-13167	21	3	consists	consist	VERB
cet-13167	21	4	of	of	ADP
cet-13167	21	5	a	a	DET
cet-13167	21	6	reaction	reaction	NOUN
cet-13167	21	7	fluid	fluid	ADJ
cet-13167	21	8	distribution	distribution	NOUN
cet-13167	21	9	section	section	NOUN
cet-13167	21	10	,	,	PUNCT
cet-13167	21	11	a	a	DET
cet-13167	21	12	multi	multi	ADJ
cet-13167	21	13	-	-	ADJ
cet-13167	21	14	tube	tube	ADJ
cet-13167	21	15	section	section	NOUN
cet-13167	21	16	,	,	PUNCT
cet-13167	21	17	and	and	CCONJ
cet-13167	21	18	a	a	DET
cet-13167	21	19	reaction	reaction	NOUN
cet-13167	21	20	fluid	fluid	NOUN
cet-13167	21	21	collection	collection	NOUN
cet-13167	21	22	section	section	NOUN
cet-13167	21	23	.	.	PUNCT
cet-13167	22	1	the	the	DET
cet-13167	22	2	multi	multi	ADJ
cet-13167	22	3	-	-	ADJ
cet-13167	22	4	tube	tube	ADJ
cet-13167	22	5	section	section	NOUN
cet-13167	22	6	consists	consist	VERB
cet-13167	22	7	of	of	ADP
cet-13167	22	8	parallelized	parallelized	ADJ
cet-13167	22	9	reaction	reaction	NOUN
cet-13167	22	10	tubes	tube	NOUN
cet-13167	22	11	and	and	CCONJ
cet-13167	22	12	a	a	DET
cet-13167	22	13	shell	shell	NOUN
cet-13167	22	14	surrounding	surround	VERB
cet-13167	22	15	them	they	PRON
cet-13167	22	16	.	.	PUNCT
cet-13167	23	1	the	the	DET
cet-13167	23	2	structure	structure	NOUN
cet-13167	23	3	and	and	CCONJ
cet-13167	23	4	dimensions	dimension	NOUN
cet-13167	23	5	of	of	ADP
cet-13167	23	6	the	the	DET
cet-13167	23	7	mtr	mtr	NOUN
cet-13167	23	8	have	have	VERB
cet-13167	23	9	to	to	PART
cet-13167	23	10	be	be	AUX
cet-13167	23	11	determined	determine	VERB
cet-13167	23	12	so	so	SCONJ
cet-13167	23	13	as	as	SCONJ
cet-13167	23	14	to	to	PART
cet-13167	23	15	satisfy	satisfy	AUX
cet-13167	23	16	given	give	VERB
cet-13167	23	17	529	529	NUM
cet-13167	23	18	design	design	NOUN
cet-13167	23	19	conditions	condition	NOUN
cet-13167	23	20	and	and	CCONJ
cet-13167	23	21	requirements	requirement	NOUN
cet-13167	23	22	such	such	ADJ
cet-13167	23	23	as	as	ADP
cet-13167	23	24	a	a	DET
cet-13167	23	25	reaction	reaction	NOUN
cet-13167	23	26	system	system	NOUN
cet-13167	23	27	,	,	PUNCT
cet-13167	23	28	reaction	reaction	NOUN
cet-13167	23	29	rate	rate	NOUN
cet-13167	23	30	,	,	PUNCT
cet-13167	23	31	target	target	NOUN
cet-13167	23	32	production	production	NOUN
cet-13167	23	33	volume	volume	NOUN
cet-13167	23	34	.	.	PUNCT
cet-13167	24	1	in	in	ADP
cet-13167	24	2	this	this	DET
cet-13167	24	3	study	study	NOUN
cet-13167	24	4	,	,	PUNCT
cet-13167	24	5	a	a	DET
cet-13167	24	6	two	two	NUM
cet-13167	24	7	-	-	PUNCT
cet-13167	24	8	step	step	NOUN
cet-13167	24	9	design	design	NOUN
cet-13167	24	10	using	use	VERB
cet-13167	24	11	cfd	cfd	NOUN
cet-13167	24	12	is	be	AUX
cet-13167	24	13	proposed	propose	VERB
cet-13167	24	14	to	to	PART
cet-13167	24	15	determine	determine	VERB
cet-13167	24	16	them	they	PRON
cet-13167	24	17	.	.	PUNCT
cet-13167	25	1	the	the	DET
cet-13167	25	2	proposed	propose	VERB
cet-13167	25	3	two	two	NUM
cet-13167	25	4	-	-	PUNCT
cet-13167	25	5	step	step	NOUN
cet-13167	25	6	design	design	NOUN
cet-13167	25	7	is	be	AUX
cet-13167	25	8	as	as	SCONJ
cet-13167	25	9	follows	follow	VERB
cet-13167	25	10	:	:	PUNCT
cet-13167	25	11	step	step	NOUN
cet-13167	25	12	1	1	NUM
cet-13167	25	13	is	be	AUX
cet-13167	25	14	the	the	DET
cet-13167	25	15	design	design	NOUN
cet-13167	25	16	of	of	ADP
cet-13167	25	17	a	a	DET
cet-13167	25	18	double	double	ADJ
cet-13167	25	19	-	-	PUNCT
cet-13167	25	20	tubular	tubular	ADJ
cet-13167	25	21	reactor	reactor	NOUN
cet-13167	25	22	with	with	ADP
cet-13167	25	23	reaction	reaction	NOUN
cet-13167	25	24	and	and	CCONJ
cet-13167	25	25	coolant	coolant	NOUN
cet-13167	25	26	fluids	fluid	NOUN
cet-13167	25	27	flowing	flow	VERB
cet-13167	25	28	through	through	ADP
cet-13167	25	29	the	the	DET
cet-13167	25	30	inner	inner	ADJ
cet-13167	25	31	and	and	CCONJ
cet-13167	25	32	outer	outer	ADJ
cet-13167	25	33	tubes	tube	NOUN
cet-13167	25	34	,	,	PUNCT
cet-13167	25	35	respectively	respectively	ADV
cet-13167	25	36	,	,	PUNCT
cet-13167	25	37	as	as	SCONJ
cet-13167	25	38	shown	show	VERB
cet-13167	25	39	in	in	ADP
cet-13167	25	40	figure	figure	NOUN
cet-13167	25	41	2	2	NUM
cet-13167	25	42	.	.	PUNCT
cet-13167	26	1	here	here	ADV
cet-13167	26	2	,	,	PUNCT
cet-13167	26	3	the	the	DET
cet-13167	26	4	design	design	NOUN
cet-13167	26	5	and	and	CCONJ
cet-13167	26	6	operation	operation	NOUN
cet-13167	26	7	variables	variable	NOUN
cet-13167	26	8	are	be	AUX
cet-13167	26	9	determined	determine	VERB
cet-13167	26	10	using	use	VERB
cet-13167	26	11	cfd	cfd	NOUN
cet-13167	26	12	model	model	NOUN
cet-13167	26	13	.	.	PUNCT
cet-13167	27	1	step	step	NOUN
cet-13167	27	2	2	2	NUM
cet-13167	27	3	is	be	AUX
cet-13167	27	4	the	the	DET
cet-13167	27	5	design	design	NOUN
cet-13167	27	6	of	of	ADP
cet-13167	27	7	the	the	DET
cet-13167	27	8	mtr	mtr	NOUN
cet-13167	27	9	.	.	PUNCT
cet-13167	28	1	the	the	DET
cet-13167	28	2	required	required	ADJ
cet-13167	28	3	number	number	NOUN
cet-13167	28	4	of	of	ADP
cet-13167	28	5	tubes	tube	NOUN
cet-13167	28	6	,	,	PUNCT
cet-13167	28	7	which	which	PRON
cet-13167	28	8	are	be	AUX
cet-13167	28	9	parallelized	parallelize	VERB
cet-13167	28	10	in	in	ADP
cet-13167	28	11	the	the	DET
cet-13167	28	12	mtr	mtr	NOUN
cet-13167	28	13	,	,	PUNCT
cet-13167	28	14	is	be	AUX
cet-13167	28	15	obtained	obtain	VERB
cet-13167	28	16	by	by	ADP
cet-13167	28	17	dividing	divide	VERB
cet-13167	28	18	the	the	DET
cet-13167	28	19	target	target	NOUN
cet-13167	28	20	production	production	NOUN
cet-13167	28	21	volume	volume	NOUN
cet-13167	28	22	by	by	ADP
cet-13167	28	23	the	the	DET
cet-13167	28	24	production	production	NOUN
cet-13167	28	25	volume	volume	NOUN
cet-13167	28	26	of	of	ADP
cet-13167	28	27	the	the	DET
cet-13167	28	28	double	double	ADJ
cet-13167	28	29	-	-	PUNCT
cet-13167	28	30	tubular	tubular	ADJ
cet-13167	28	31	reactor	reactor	NOUN
cet-13167	28	32	designed	design	VERB
cet-13167	28	33	in	in	ADP
cet-13167	28	34	step	step	NOUN
cet-13167	28	35	1	1	NUM
cet-13167	28	36	.	.	PUNCT
cet-13167	29	1	design	design	NOUN
cet-13167	29	2	and	and	CCONJ
cet-13167	29	3	operation	operation	NOUN
cet-13167	29	4	variables	variable	NOUN
cet-13167	29	5	such	such	ADJ
cet-13167	29	6	as	as	ADP
cet-13167	29	7	the	the	DET
cet-13167	29	8	tube	tube	NOUN
cet-13167	29	9	arrangement	arrangement	NOUN
cet-13167	29	10	,	,	PUNCT
cet-13167	29	11	the	the	DET
cet-13167	29	12	shape	shape	NOUN
cet-13167	29	13	and	and	CCONJ
cet-13167	29	14	size	size	NOUN
cet-13167	29	15	of	of	ADP
cet-13167	29	16	the	the	DET
cet-13167	29	17	shell	shell	NOUN
cet-13167	29	18	,	,	PUNCT
cet-13167	29	19	the	the	DET
cet-13167	29	20	diameter	diameter	NOUN
cet-13167	29	21	and	and	CCONJ
cet-13167	29	22	position	position	NOUN
cet-13167	29	23	of	of	ADP
cet-13167	29	24	the	the	DET
cet-13167	29	25	coolant	coolant	NOUN
cet-13167	29	26	nozzles	nozzle	NOUN
cet-13167	29	27	,	,	PUNCT
cet-13167	29	28	and	and	CCONJ
cet-13167	29	29	the	the	DET
cet-13167	29	30	coolant	coolant	NOUN
cet-13167	29	31	flow	flow	NOUN
cet-13167	29	32	rate	rate	NOUN
cet-13167	29	33	are	be	AUX
cet-13167	29	34	determined	determine	VERB
cet-13167	29	35	using	use	VERB
cet-13167	29	36	cfd	cfd	NOUN
cet-13167	29	37	model	model	NOUN
cet-13167	29	38	such	such	ADJ
cet-13167	29	39	that	that	SCONJ
cet-13167	29	40	the	the	DET
cet-13167	29	41	temperature	temperature	NOUN
cet-13167	29	42	distribution	distribution	NOUN
cet-13167	29	43	of	of	ADP
cet-13167	29	44	each	each	DET
cet-13167	29	45	tube	tube	NOUN
cet-13167	29	46	in	in	ADP
cet-13167	29	47	the	the	DET
cet-13167	29	48	mtr	mtr	NOUN
cet-13167	29	49	is	be	AUX
cet-13167	29	50	equal	equal	ADJ
cet-13167	29	51	to	to	ADP
cet-13167	29	52	that	that	PRON
cet-13167	29	53	obtained	obtain	VERB
cet-13167	29	54	in	in	ADP
cet-13167	29	55	step	step	NOUN
cet-13167	29	56	1	1	NUM
cet-13167	29	57	.	.	PUNCT
cet-13167	30	1	after	after	ADP
cet-13167	30	2	designing	design	VERB
cet-13167	30	3	the	the	DET
cet-13167	30	4	multi	multi	ADJ
cet-13167	30	5	-	-	ADJ
cet-13167	30	6	tube	tube	ADJ
cet-13167	30	7	section	section	NOUN
cet-13167	30	8	,	,	PUNCT
cet-13167	30	9	the	the	DET
cet-13167	30	10	reaction	reaction	NOUN
cet-13167	30	11	fluid	fluid	ADJ
cet-13167	30	12	distribution	distribution	NOUN
cet-13167	30	13	and	and	CCONJ
cet-13167	30	14	collection	collection	NOUN
cet-13167	30	15	sections	section	NOUN
cet-13167	30	16	are	be	AUX
cet-13167	30	17	designed	design	VERB
cet-13167	30	18	to	to	PART
cet-13167	30	19	achieve	achieve	VERB
cet-13167	30	20	the	the	DET
cet-13167	30	21	uniform	uniform	ADJ
cet-13167	30	22	flow	flow	NOUN
cet-13167	30	23	distribution	distribution	NOUN
cet-13167	30	24	of	of	ADP
cet-13167	30	25	the	the	DET
cet-13167	30	26	reactant	reactant	NOUN
cet-13167	30	27	.	.	PUNCT
cet-13167	31	1	figure	figure	NOUN
cet-13167	31	2	1	1	NUM
cet-13167	31	3	:	:	SYM
cet-13167	31	4	mtr	mtr	PROPN
cet-13167	31	5	(	(	PUNCT
cet-13167	31	6	tube	tube	NOUN
cet-13167	31	7	arrangement	arrangement	NOUN
cet-13167	31	8	:	:	PUNCT
cet-13167	31	9	lattice	lattice	PROPN
cet-13167	31	10	,	,	PUNCT
cet-13167	31	11	shell	shell	VERB
cet-13167	31	12	cross	cross	ADJ
cet-13167	31	13	-	-	ADJ
cet-13167	31	14	sectional	sectional	ADJ
cet-13167	31	15	shape	shape	NOUN
cet-13167	31	16	:	:	PUNCT
cet-13167	31	17	circle	circle	NOUN
cet-13167	31	18	)	)	PUNCT
cet-13167	31	19	figure	figure	NOUN
cet-13167	31	20	2	2	NUM
cet-13167	31	21	:	:	PUNCT
cet-13167	31	22	double	double	ADJ
cet-13167	31	23	-	-	PUNCT
cet-13167	31	24	tubular	tubular	ADJ
cet-13167	31	25	reactor	reactor	NOUN
cet-13167	31	26	3	3	NUM
cet-13167	31	27	.	.	PUNCT
cet-13167	31	28	case	case	NOUN
cet-13167	31	29	study	study	VERB
cet-13167	31	30	the	the	DET
cet-13167	31	31	usefulness	usefulness	NOUN
cet-13167	31	32	of	of	ADP
cet-13167	31	33	the	the	DET
cet-13167	31	34	cfd	cfd	NOUN
cet-13167	31	35	-	-	PUNCT
cet-13167	31	36	based	base	VERB
cet-13167	31	37	two	two	NUM
cet-13167	31	38	-	-	PUNCT
cet-13167	31	39	step	step	NOUN
cet-13167	31	40	design	design	NOUN
cet-13167	31	41	is	be	AUX
cet-13167	31	42	verified	verify	VERB
cet-13167	31	43	through	through	ADP
cet-13167	31	44	a	a	DET
cet-13167	31	45	case	case	NOUN
cet-13167	31	46	study	study	NOUN
cet-13167	31	47	.	.	PUNCT
cet-13167	32	1	3.1	3.1	NUM
cet-13167	32	2	design	design	NOUN
cet-13167	32	3	conditions	condition	NOUN
cet-13167	32	4	and	and	CCONJ
cet-13167	32	5	requirements	requirement	NOUN
cet-13167	32	6	the	the	DET
cet-13167	32	7	parallel	parallel	ADJ
cet-13167	32	8	exothermic	exothermic	ADJ
cet-13167	32	9	reaction	reaction	NOUN
cet-13167	32	10	is	be	AUX
cet-13167	32	11	assumed	assume	VERB
cet-13167	32	12	to	to	PART
cet-13167	32	13	proceed	proceed	VERB
cet-13167	32	14	in	in	ADP
cet-13167	32	15	a	a	DET
cet-13167	32	16	reaction	reaction	NOUN
cet-13167	32	17	tube	tube	NOUN
cet-13167	32	18	with	with	ADP
cet-13167	32	19	an	an	DET
cet-13167	32	20	immobilized	immobilized	ADJ
cet-13167	32	21	catalyst	catalyst	NOUN
cet-13167	32	22	.	.	PUNCT
cet-13167	33	1	a	a	PRON
cet-13167	33	2	is	be	AUX
cet-13167	33	3	the	the	DET
cet-13167	33	4	raw	raw	ADJ
cet-13167	33	5	material	material	NOUN
cet-13167	33	6	,	,	PUNCT
cet-13167	33	7	b	b	PROPN
cet-13167	33	8	is	be	AUX
cet-13167	33	9	the	the	DET
cet-13167	33	10	main	main	ADJ
cet-13167	33	11	product	product	NOUN
cet-13167	33	12	,	,	PUNCT
cet-13167	33	13	and	and	CCONJ
cet-13167	33	14	c	c	NOUN
cet-13167	33	15	is	be	AUX
cet-13167	33	16	the	the	DET
cet-13167	33	17	by	by	NOUN
cet-13167	33	18	-	-	PUNCT
cet-13167	33	19	product	product	NOUN
cet-13167	33	20	.	.	PUNCT
cet-13167	34	1	these	these	DET
cet-13167	34	2	substances	substance	NOUN
cet-13167	34	3	are	be	AUX
cet-13167	34	4	dissolved	dissolve	VERB
cet-13167	34	5	in	in	ADP
cet-13167	34	6	solvent	solvent	PROPN
cet-13167	34	7	d.	d.	NOUN
cet-13167	34	8	the	the	DET
cet-13167	34	9	temperature	temperature	NOUN
cet-13167	34	10	dependence	dependence	NOUN
cet-13167	34	11	of	of	ADP
cet-13167	34	12	each	each	DET
cet-13167	34	13	reaction	reaction	NOUN
cet-13167	34	14	rate	rate	NOUN
cet-13167	34	15	follows	follow	VERB
cet-13167	34	16	the	the	DET
cet-13167	34	17	arrhenius	arrhenius	PROPN
cet-13167	34	18	equation	equation	NOUN
cet-13167	34	19	.	.	PUNCT
cet-13167	35	1	the	the	DET
cet-13167	35	2	reaction	reaction	NOUN
cet-13167	35	3	parameters	parameter	NOUN
cet-13167	35	4	including	include	VERB
cet-13167	35	5	standard	standard	ADJ
cet-13167	35	6	reaction	reaction	NOUN
cet-13167	35	7	enthalpy	enthalpy	NOUN
cet-13167	35	8	(	(	PUNCT
cet-13167	35	9	∆r𝐻𝑖	∆r𝐻𝑖	PROPN
cet-13167	35	10	°	°	NOUN
cet-13167	35	11	)	)	PUNCT
cet-13167	35	12	are	be	AUX
cet-13167	35	13	shown	show	VERB
cet-13167	35	14	in	in	ADP
cet-13167	35	15	table	table	NOUN
cet-13167	35	16	1	1	NUM
cet-13167	35	17	.	.	PUNCT
cet-13167	36	1	the	the	PRON
cet-13167	36	2	higher	high	ADJ
cet-13167	36	3	the	the	DET
cet-13167	36	4	reaction	reaction	NOUN
cet-13167	36	5	temperature	temperature	NOUN
cet-13167	36	6	,	,	PUNCT
cet-13167	36	7	the	the	DET
cet-13167	36	8	more	more	ADJ
cet-13167	36	9	by	by	ADP
cet-13167	36	10	-	-	PUNCT
cet-13167	36	11	product	product	NOUN
cet-13167	36	12	is	be	AUX
cet-13167	36	13	produced	produce	VERB
cet-13167	36	14	.	.	PUNCT
cet-13167	37	1	the	the	DET
cet-13167	37	2	physical	physical	ADJ
cet-13167	37	3	properties	property	NOUN
cet-13167	37	4	of	of	ADP
cet-13167	37	5	the	the	DET
cet-13167	37	6	reaction	reaction	NOUN
cet-13167	37	7	fluid	fluid	NOUN
cet-13167	37	8	and	and	CCONJ
cet-13167	37	9	the	the	DET
cet-13167	37	10	reaction	reaction	NOUN
cet-13167	37	11	tube	tube	NOUN
cet-13167	37	12	are	be	AUX
cet-13167	37	13	shown	show	VERB
cet-13167	37	14	in	in	ADP
cet-13167	37	15	table	table	NOUN
cet-13167	37	16	2	2	NUM
cet-13167	37	17	.	.	PUNCT
cet-13167	38	1	they	they	PRON
cet-13167	38	2	are	be	AUX
cet-13167	38	3	all	all	PRON
cet-13167	38	4	assumed	assume	VERB
cet-13167	38	5	to	to	PART
cet-13167	38	6	be	be	AUX
cet-13167	38	7	constant	constant	ADJ
cet-13167	38	8	.	.	PUNCT
cet-13167	39	1	this	this	DET
cet-13167	39	2	assumption	assumption	NOUN
cet-13167	39	3	does	do	AUX
cet-13167	39	4	not	not	PART
cet-13167	39	5	reduce	reduce	VERB
cet-13167	39	6	the	the	DET
cet-13167	39	7	accuracy	accuracy	NOUN
cet-13167	39	8	of	of	ADP
cet-13167	39	9	design	design	NOUN
cet-13167	39	10	results	result	NOUN
cet-13167	39	11	for	for	ADP
cet-13167	39	12	double	double	ADJ
cet-13167	39	13	-	-	PUNCT
cet-13167	39	14	tubular	tubular	ADJ
cet-13167	39	15	reactor	reactor	NOUN
cet-13167	39	16	and	and	CCONJ
cet-13167	39	17	mtr	mtr	NOUN
cet-13167	39	18	with	with	ADP
cet-13167	39	19	the	the	DET
cet-13167	39	20	liquid	liquid	ADJ
cet-13167	39	21	-	-	PUNCT
cet-13167	39	22	phase	phase	NOUN
cet-13167	39	23	catalyzed	catalyze	VERB
cet-13167	39	24	reaction	reaction	NOUN
cet-13167	39	25	,	,	PUNCT
cet-13167	39	26	because	because	SCONJ
cet-13167	39	27	the	the	DET
cet-13167	39	28	effect	effect	NOUN
cet-13167	39	29	of	of	ADP
cet-13167	39	30	temperature	temperature	NOUN
cet-13167	39	31	dependence	dependence	NOUN
cet-13167	39	32	of	of	ADP
cet-13167	39	33	physical	physical	ADJ
cet-13167	39	34	properties	property	NOUN
cet-13167	39	35	on	on	ADP
cet-13167	39	36	the	the	DET
cet-13167	39	37	reaction	reaction	NOUN
cet-13167	39	38	rate	rate	NOUN
cet-13167	39	39	,	,	PUNCT
cet-13167	39	40	reaction	reaction	NOUN
cet-13167	39	41	time	time	NOUN
cet-13167	39	42	,	,	PUNCT
cet-13167	39	43	and	and	CCONJ
cet-13167	39	44	flow	flow	NOUN
cet-13167	39	45	distribution	distribution	NOUN
cet-13167	39	46	is	be	AUX
cet-13167	39	47	small	small	ADJ
cet-13167	39	48	that	that	SCONJ
cet-13167	39	49	it	it	PRON
cet-13167	39	50	can	can	AUX
cet-13167	39	51	be	be	AUX
cet-13167	39	52	ignored	ignore	VERB
cet-13167	39	53	.	.	PUNCT
cet-13167	40	1	in	in	ADP
cet-13167	40	2	this	this	DET
cet-13167	40	3	case	case	NOUN
cet-13167	40	4	study	study	NOUN
cet-13167	40	5	,	,	PUNCT
cet-13167	40	6	the	the	DET
cet-13167	40	7	target	target	NOUN
cet-13167	40	8	production	production	NOUN
cet-13167	40	9	volume	volume	NOUN
cet-13167	40	10	is	be	AUX
cet-13167	40	11	set	set	VERB
cet-13167	40	12	to	to	PART
cet-13167	40	13	be	be	AUX
cet-13167	40	14	1.35	1.35	NUM
cet-13167	40	15	kg	kg	NOUN
cet-13167	40	16	/	/	SYM
cet-13167	40	17	day	day	NOUN
cet-13167	40	18	,	,	PUNCT
cet-13167	40	19	and	and	CCONJ
cet-13167	40	20	the	the	DET
cet-13167	40	21	purpose	purpose	NOUN
cet-13167	40	22	is	be	AUX
cet-13167	40	23	to	to	PART
cet-13167	40	24	design	design	VERB
cet-13167	40	25	an	an	DET
cet-13167	40	26	mtr	mtr	NOUN
cet-13167	40	27	that	that	PRON
cet-13167	40	28	satisfies	satisfy	VERB
cet-13167	40	29	it	it	PRON
cet-13167	40	30	.	.	PUNCT
cet-13167	41	1	reaction	reaction	NOUN
cet-13167	41	2	1	1	NUM
cet-13167	41	3	a	a	DET
cet-13167	41	4	→	→	SYM
cet-13167	41	5	b	b	NOUN
cet-13167	41	6	𝑟1	𝑟1	NOUN
cet-13167	41	7	=	=	PUNCT
cet-13167	41	8	𝑘10exp{−𝐸1	𝑘10exp{−𝐸1	NOUN
cet-13167	41	9	(	(	PUNCT
cet-13167	41	10	𝑅𝑇)⁄	𝑅𝑇)⁄	NUM
cet-13167	41	11	}	}	PUNCT
cet-13167	41	12	⁡	⁡	ADP
cet-13167	41	13	𝐶a	𝐶a	PROPN
cet-13167	41	14	reaction	reaction	NOUN
cet-13167	41	15	2	2	NUM
cet-13167	41	16	a	a	DET
cet-13167	41	17	→	→	SYM
cet-13167	41	18	c	c	NOUN
cet-13167	41	19	𝑟2	𝑟2	NOUN
cet-13167	41	20	=	=	SYM
cet-13167	41	21	𝑘20exp{−𝐸2	𝑘20exp{−𝐸2	NOUN
cet-13167	41	22	(	(	PUNCT
cet-13167	41	23	𝑅𝑇)⁄	𝑅𝑇)⁄	NUM
cet-13167	41	24	}	}	PUNCT
cet-13167	41	25	⁡	⁡	SCONJ
cet-13167	41	26	𝐶a	𝐶a	PROPN
cet-13167	41	27	inlet	inlet	VERB
cet-13167	41	28	nozzle	nozzle	NOUN
cet-13167	41	29	for	for	ADP
cet-13167	41	30	coolant	coolant	NOUN
cet-13167	41	31	reactant	reactant	NOUN
cet-13167	41	32	inlet	inlet	VERB
cet-13167	41	33	reactant	reactant	NOUN
cet-13167	41	34	outlet	outlet	NOUN
cet-13167	41	35	reaction	reaction	PROPN
cet-13167	41	36	tubes	tube	NOUN
cet-13167	41	37	shell	shell	VERB
cet-13167	41	38	reaction	reaction	NOUN
cet-13167	41	39	fluid	fluid	NOUN
cet-13167	41	40	distribution	distribution	NOUN
cet-13167	41	41	section	section	NOUN
cet-13167	41	42	multi	multi	ADJ
cet-13167	41	43	-	-	ADJ
cet-13167	41	44	tube	tube	ADJ
cet-13167	41	45	section	section	NOUN
cet-13167	41	46	reaction	reaction	NOUN
cet-13167	41	47	fluid	fluid	NOUN
cet-13167	41	48	collection	collection	NOUN
cet-13167	41	49	section	section	NOUN
cet-13167	41	50	outlet	outlet	NOUN
cet-13167	41	51	nozzle	nozzle	NOUN
cet-13167	41	52	for	for	ADP
cet-13167	41	53	coolant	coolant	NOUN
cet-13167	41	54	z	z	PROPN
cet-13167	41	55	r3	r3	PROPN
cet-13167	41	56	r2	r2	PROPN
cet-13167	41	57	r1	r1	PROPN
cet-13167	41	58	530	530	NUM
cet-13167	41	59	table	table	NOUN
cet-13167	41	60	1	1	NUM
cet-13167	41	61	:	:	PUNCT
cet-13167	41	62	reaction	reaction	NOUN
cet-13167	41	63	parameters	parameter	NOUN
cet-13167	41	64	𝑘10[1	𝑘10[1	PROPN
cet-13167	41	65	/	/	SYM
cet-13167	41	66	s	s	PROPN
cet-13167	41	67	]	]	X
cet-13167	41	68	2.5×108	2.5×108	NUM
cet-13167	41	69	𝑘20⁡[1	𝑘20⁡[1	X
cet-13167	41	70	/	/	SYM
cet-13167	41	71	s	s	PROPN
cet-13167	41	72	]	]	X
cet-13167	41	73	2×1018	2×1018	NUM
cet-13167	41	74	𝐸1⁡[kj	𝐸1⁡[kj	NOUN
cet-13167	41	75	mol⁄	mol⁄	PROPN
cet-13167	41	76	]	]	PUNCT
cet-13167	41	77	60	60	NUM
cet-13167	41	78	𝐸2⁡[kj	𝐸2⁡[kj	NOUN
cet-13167	41	79	mol⁄	mol⁄	VERB
cet-13167	41	80	]	]	PUNCT
cet-13167	41	81	120	120	NUM
cet-13167	41	82	∆r𝐻1	∆r𝐻1	NOUN
cet-13167	41	83	°	°	NOUN
cet-13167	41	84	⁡[kj	⁡[kj	NOUN
cet-13167	41	85	/	/	SYM
cet-13167	41	86	mol	mol	NOUN
cet-13167	41	87	]	]	SYM
cet-13167	41	88	80	80	NUM
cet-13167	41	89	∆r𝐻2	∆r𝐻2	NOUN
cet-13167	41	90	°	°	NOUN
cet-13167	42	1	⁡[kj	⁡[kj	NOUN
cet-13167	42	2	/	/	SYM
cet-13167	42	3	mol	mol	NOUN
cet-13167	42	4	]	]	SYM
cet-13167	42	5	50	50	NUM
cet-13167	42	6	table	table	NOUN
cet-13167	42	7	2	2	NUM
cet-13167	42	8	:	:	PUNCT
cet-13167	42	9	physical	physical	ADJ
cet-13167	42	10	properties	property	NOUN
cet-13167	42	11	of	of	ADP
cet-13167	42	12	reaction	reaction	NOUN
cet-13167	42	13	fluid	fluid	NOUN
cet-13167	42	14	and	and	CCONJ
cet-13167	42	15	reaction	reaction	NOUN
cet-13167	42	16	tube	tube	NOUN
cet-13167	42	17	density⁡[kg	density⁡[kg	VERB
cet-13167	42	18	/	/	SYM
cet-13167	42	19	m3	m3	PROPN
cet-13167	42	20	]	]	PUNCT
cet-13167	42	21	700	700	NUM
cet-13167	42	22	(	(	PUNCT
cet-13167	42	23	fluid	fluid	NOUN
cet-13167	42	24	)	)	PUNCT
cet-13167	42	25	,	,	PUNCT
cet-13167	42	26	3940	3940	NUM
cet-13167	42	27	(	(	PUNCT
cet-13167	42	28	tube	tube	NOUN
cet-13167	42	29	)	)	PUNCT
cet-13167	42	30	specific	specific	ADJ
cet-13167	42	31	heat⁡[j	heat⁡[j	NOUN
cet-13167	42	32	/	/	SYM
cet-13167	42	33	kg/⁡k	kg/⁡k	NOUN
cet-13167	42	34	]	]	PUNCT
cet-13167	42	35	2000	2000	NUM
cet-13167	42	36	(	(	PUNCT
cet-13167	42	37	fluid	fluid	NOUN
cet-13167	42	38	)	)	PUNCT
cet-13167	42	39	,	,	PUNCT
cet-13167	42	40	0.5	0.5	NUM
cet-13167	42	41	(	(	PUNCT
cet-13167	42	42	tube	tube	NOUN
cet-13167	42	43	)	)	PUNCT
cet-13167	42	44	thermal	thermal	NOUN
cet-13167	42	45	conductivity⁡[w	conductivity⁡[w	VERB
cet-13167	42	46	m⁄	m⁄	PROPN
cet-13167	42	47	/k	/k	PUNCT
cet-13167	42	48	]	]	X
cet-13167	42	49	0.1	0.1	NUM
cet-13167	42	50	(	(	PUNCT
cet-13167	42	51	fluid	fluid	NOUN
cet-13167	42	52	)	)	PUNCT
cet-13167	42	53	,	,	PUNCT
cet-13167	42	54	17	17	NUM
cet-13167	42	55	(	(	PUNCT
cet-13167	42	56	tube	tube	NOUN
cet-13167	42	57	)	)	PUNCT
cet-13167	42	58	viscosity	viscosity	NOUN
cet-13167	43	1	[	[	X
cet-13167	43	2	kg	kg	X
cet-13167	43	3	m⁄	m⁄	PROPN
cet-13167	43	4	s⁄	s⁄	PROPN
cet-13167	43	5	]	]	PUNCT
cet-13167	43	6	0.0003	0.0003	NUM
cet-13167	43	7	(	(	PUNCT
cet-13167	43	8	fluid	fluid	NOUN
cet-13167	43	9	)	)	PUNCT
cet-13167	43	10	diffusivity	diffusivity	NOUN
cet-13167	44	1	[	[	X
cet-13167	44	2	m2	m2	PROPN
cet-13167	44	3	/	/	SYM
cet-13167	44	4	s	s	PROPN
cet-13167	44	5	]	]	X
cet-13167	44	6	1×10	1×10	NUM
cet-13167	44	7	-	-	SYM
cet-13167	44	8	6	6	NUM
cet-13167	44	9	(	(	PUNCT
cet-13167	44	10	fluid	fluid	NOUN
cet-13167	44	11	)	)	PUNCT
cet-13167	44	12	molar	molar	ADJ
cet-13167	44	13	mass⁡[g	mass⁡[g	PROPN
cet-13167	44	14	/	/	SYM
cet-13167	44	15	mol	mol	NOUN
cet-13167	44	16	]	]	PUNCT
cet-13167	44	17	50	50	NUM
cet-13167	44	18	(	(	PUNCT
cet-13167	44	19	fluid	fluid	NOUN
cet-13167	44	20	)	)	PUNCT
cet-13167	44	21	table	table	NOUN
cet-13167	44	22	3	3	NUM
cet-13167	44	23	:	:	PUNCT
cet-13167	44	24	fixed	fix	VERB
cet-13167	44	25	design	design	NOUN
cet-13167	44	26	and	and	CCONJ
cet-13167	44	27	operation	operation	NOUN
cet-13167	44	28	variables	variable	NOUN
cet-13167	44	29	for	for	ADP
cet-13167	44	30	the	the	DET
cet-13167	44	31	double	double	ADJ
cet-13167	44	32	-	-	PUNCT
cet-13167	44	33	tubular	tubular	ADJ
cet-13167	44	34	reactor	reactor	NOUN
cet-13167	44	35	𝑟2	𝑟2	NOUN
cet-13167	44	36	[	[	X
cet-13167	44	37	mm	mm	X
cet-13167	44	38	]	]	X
cet-13167	44	39	𝑟3	𝑟3	NOUN
cet-13167	45	1	[	[	X
cet-13167	45	2	mm	mm	X
cet-13167	45	3	]	]	X
cet-13167	45	4	𝑧	𝑧	PROPN
cet-13167	46	1	[	[	X
cet-13167	46	2	mm	mm	X
cet-13167	46	3	]	]	X
cet-13167	46	4	𝑇0	𝑇0	NOUN
cet-13167	47	1	[	[	X
cet-13167	47	2	k	k	X
cet-13167	47	3	]	]	X
cet-13167	47	4	𝑣c0	𝑣c0	NOUN
cet-13167	48	1	[	[	X
cet-13167	48	2	m	m	X
cet-13167	48	3	/	/	SYM
cet-13167	48	4	s	s	PART
cet-13167	48	5	]	]	X
cet-13167	48	6	mole	mole	NOUN
cet-13167	48	7	fraction	fraction	NOUN
cet-13167	48	8	of	of	ADP
cet-13167	48	9	raw	raw	ADJ
cet-13167	48	10	material	material	NOUN
cet-13167	48	11	a	a	DET
cet-13167	48	12	0.2	0.2	NUM
cet-13167	48	13	0.3	0.3	NUM
cet-13167	48	14	500	500	NUM
cet-13167	48	15	323	323	NUM
cet-13167	48	16	0.1	0.1	NUM
cet-13167	48	17	0.5	0.5	NUM
cet-13167	48	18	table	table	NOUN
cet-13167	48	19	4	4	NUM
cet-13167	48	20	:	:	PUNCT
cet-13167	48	21	optimization	optimization	NOUN
cet-13167	48	22	result	result	NOUN
cet-13167	48	23	𝑟1	𝑟1	PROPN
cet-13167	49	1	[	[	X
cet-13167	49	2	mm	mm	X
cet-13167	49	3	]	]	X
cet-13167	49	4	𝑣0	𝑣0	PROPN
cet-13167	49	5	[	[	X
cet-13167	49	6	mm	mm	X
cet-13167	49	7	]	]	X
cet-13167	49	8	𝑇c0	𝑇c0	NOUN
cet-13167	50	1	[	[	X
cet-13167	50	2	k	k	X
cet-13167	50	3	]	]	X
cet-13167	50	4	0.72	0.72	NUM
cet-13167	50	5	0.01	0.01	NUM
cet-13167	50	6	303	303	NUM
cet-13167	50	7	3.2	3.2	NUM
cet-13167	50	8	step	step	NOUN
cet-13167	50	9	1	1	NUM
cet-13167	50	10	:	:	PUNCT
cet-13167	50	11	double	double	ADJ
cet-13167	50	12	-	-	PUNCT
cet-13167	50	13	tubular	tubular	ADJ
cet-13167	50	14	reactor	reactor	NOUN
cet-13167	50	15	design	design	NOUN
cet-13167	50	16	the	the	DET
cet-13167	50	17	design	design	NOUN
cet-13167	50	18	problem	problem	NOUN
cet-13167	50	19	of	of	ADP
cet-13167	50	20	a	a	DET
cet-13167	50	21	double	double	ADJ
cet-13167	50	22	-	-	PUNCT
cet-13167	50	23	tubular	tubular	ADJ
cet-13167	50	24	reactor	reactor	NOUN
cet-13167	50	25	shown	show	VERB
cet-13167	50	26	in	in	ADP
cet-13167	50	27	figure	figure	NOUN
cet-13167	50	28	2	2	NUM
cet-13167	50	29	is	be	AUX
cet-13167	50	30	formulated	formulate	VERB
cet-13167	50	31	as	as	SCONJ
cet-13167	50	32	follows	follow	VERB
cet-13167	50	33	:	:	PUNCT
cet-13167	50	34	the	the	DET
cet-13167	50	35	objective	objective	NOUN
cet-13167	50	36	is	be	AUX
cet-13167	50	37	to	to	PART
cet-13167	50	38	maximize	maximize	VERB
cet-13167	50	39	the	the	DET
cet-13167	50	40	profit	profit	NOUN
cet-13167	50	41	calculated	calculate	VERB
cet-13167	50	42	by	by	ADP
cet-13167	50	43	subtracting	subtract	VERB
cet-13167	50	44	the	the	DET
cet-13167	50	45	cost	cost	NOUN
cet-13167	50	46	of	of	ADP
cet-13167	50	47	separating	separate	VERB
cet-13167	50	48	component	component	NOUN
cet-13167	50	49	c	c	NOUN
cet-13167	50	50	from	from	ADP
cet-13167	50	51	the	the	DET
cet-13167	50	52	sales	sale	NOUN
cet-13167	50	53	of	of	ADP
cet-13167	50	54	component	component	NOUN
cet-13167	50	55	b.	b.	PROPN
cet-13167	50	56	the	the	DET
cet-13167	50	57	selected	select	VERB
cet-13167	50	58	optimization	optimization	NOUN
cet-13167	50	59	variables	variable	NOUN
cet-13167	50	60	are	be	AUX
cet-13167	50	61	the	the	DET
cet-13167	50	62	tube	tube	ADJ
cet-13167	50	63	inner	inner	ADJ
cet-13167	50	64	diameter	diameter	NOUN
cet-13167	50	65	(	(	PUNCT
cet-13167	50	66	r1	r1	PROPN
cet-13167	50	67	)	)	PUNCT
cet-13167	50	68	,	,	PUNCT
cet-13167	50	69	the	the	DET
cet-13167	50	70	inlet	inlet	ADJ
cet-13167	50	71	velocity	velocity	NOUN
cet-13167	50	72	of	of	ADP
cet-13167	50	73	the	the	DET
cet-13167	50	74	reactant	reactant	NOUN
cet-13167	50	75	(	(	PUNCT
cet-13167	50	76	v0	v0	NOUN
cet-13167	50	77	)	)	PUNCT
cet-13167	50	78	,	,	PUNCT
cet-13167	50	79	and	and	CCONJ
cet-13167	50	80	the	the	DET
cet-13167	50	81	inlet	inlet	ADJ
cet-13167	50	82	temperature	temperature	NOUN
cet-13167	50	83	of	of	ADP
cet-13167	50	84	the	the	DET
cet-13167	50	85	coolant	coolant	NOUN
cet-13167	50	86	(	(	PUNCT
cet-13167	50	87	tc0	tc0	NOUN
cet-13167	50	88	)	)	PUNCT
cet-13167	50	89	.	.	PUNCT
cet-13167	51	1	other	other	ADJ
cet-13167	51	2	variables	variable	NOUN
cet-13167	51	3	are	be	AUX
cet-13167	51	4	assumed	assume	VERB
cet-13167	51	5	to	to	PART
cet-13167	51	6	be	be	AUX
cet-13167	51	7	fixed	fix	VERB
cet-13167	51	8	values	value	NOUN
cet-13167	51	9	as	as	SCONJ
cet-13167	51	10	shown	show	VERB
cet-13167	51	11	in	in	ADP
cet-13167	51	12	table	table	NOUN
cet-13167	51	13	3	3	NUM
cet-13167	51	14	,	,	PUNCT
cet-13167	51	15	and	and	CCONJ
cet-13167	51	16	the	the	DET
cet-13167	51	17	outer	outer	ADJ
cet-13167	51	18	wall	wall	NOUN
cet-13167	51	19	of	of	ADP
cet-13167	51	20	the	the	DET
cet-13167	51	21	reactor	reactor	NOUN
cet-13167	51	22	is	be	AUX
cet-13167	51	23	assumed	assume	VERB
cet-13167	51	24	to	to	PART
cet-13167	51	25	be	be	AUX
cet-13167	51	26	adiabatic	adiabatic	ADJ
cet-13167	51	27	.	.	PUNCT
cet-13167	52	1	the	the	DET
cet-13167	52	2	upper	upper	ADJ
cet-13167	52	3	and	and	CCONJ
cet-13167	52	4	lower	low	ADJ
cet-13167	52	5	limits	limit	NOUN
cet-13167	52	6	of	of	ADP
cet-13167	52	7	the	the	DET
cet-13167	52	8	optimization	optimization	NOUN
cet-13167	52	9	variables	variable	NOUN
cet-13167	52	10	are	be	AUX
cet-13167	52	11	as	as	SCONJ
cet-13167	52	12	follows	follow	VERB
cet-13167	52	13	:	:	PUNCT
cet-13167	52	14	0.4	0.4	NUM
cet-13167	52	15	≤	≤	NUM
cet-13167	52	16	r1	r1	PROPN
cet-13167	52	17	≤	≤	ADJ
cet-13167	52	18	1.6	1.6	NUM
cet-13167	52	19	,	,	PUNCT
cet-13167	52	20	0.01	0.01	NUM
cet-13167	52	21	≤	≤	NUM
cet-13167	52	22	v0	v0	NOUN
cet-13167	52	23	≤	≤	NUM
cet-13167	52	24	0.5	0.5	NUM
cet-13167	52	25	,	,	PUNCT
cet-13167	52	26	tc0	tc0	NOUN
cet-13167	52	27	=	=	SYM
cet-13167	52	28	283	283	NUM
cet-13167	52	29	,	,	PUNCT
cet-13167	52	30	293	293	NUM
cet-13167	52	31	,	,	PUNCT
cet-13167	52	32	303	303	NUM
cet-13167	52	33	,	,	PUNCT
cet-13167	52	34	313	313	NUM
cet-13167	52	35	,	,	PUNCT
cet-13167	52	36	and	and	CCONJ
cet-13167	52	37	323	323	NUM
cet-13167	52	38	.	.	PUNCT
cet-13167	53	1	the	the	DET
cet-13167	53	2	result	result	NOUN
cet-13167	53	3	of	of	ADP
cet-13167	53	4	cfdbased	cfdbase	VERB
cet-13167	53	5	optimization	optimization	NOUN
cet-13167	53	6	is	be	AUX
cet-13167	53	7	shown	show	VERB
cet-13167	53	8	in	in	ADP
cet-13167	53	9	table	table	NOUN
cet-13167	53	10	4	4	NUM
cet-13167	53	11	.	.	PUNCT
cet-13167	54	1	at	at	ADP
cet-13167	54	2	this	this	DET
cet-13167	54	3	time	time	NOUN
cet-13167	54	4	,	,	PUNCT
cet-13167	54	5	the	the	DET
cet-13167	54	6	molar	molar	ADJ
cet-13167	54	7	fractions	fraction	NOUN
cet-13167	54	8	of	of	ADP
cet-13167	54	9	components	component	NOUN
cet-13167	54	10	b	b	PROPN
cet-13167	54	11	and	and	CCONJ
cet-13167	54	12	c	c	PROPN
cet-13167	54	13	at	at	ADP
cet-13167	54	14	the	the	DET
cet-13167	54	15	reactor	reactor	NOUN
cet-13167	54	16	outlet	outlet	NOUN
cet-13167	54	17	were	be	AUX
cet-13167	54	18	0.220	0.220	NUM
cet-13167	54	19	and	and	CCONJ
cet-13167	54	20	0.106	0.106	NUM
cet-13167	54	21	,	,	PUNCT
cet-13167	54	22	respectively	respectively	ADV
cet-13167	54	23	.	.	PUNCT
cet-13167	55	1	3.3	3.3	NUM
cet-13167	55	2	step	step	NOUN
cet-13167	55	3	2	2	NUM
cet-13167	55	4	:	:	PUNCT
cet-13167	55	5	mtr	mtr	PROPN
cet-13167	55	6	design	design	NOUN
cet-13167	55	7	since	since	SCONJ
cet-13167	55	8	the	the	DET
cet-13167	55	9	production	production	NOUN
cet-13167	55	10	volume	volume	NOUN
cet-13167	55	11	of	of	ADP
cet-13167	55	12	the	the	DET
cet-13167	55	13	double	double	ADJ
cet-13167	55	14	-	-	PUNCT
cet-13167	55	15	tubular	tubular	ADJ
cet-13167	55	16	reactor	reactor	NOUN
cet-13167	55	17	designed	design	VERB
cet-13167	55	18	in	in	ADP
cet-13167	55	19	the	the	DET
cet-13167	55	20	previous	previous	ADJ
cet-13167	55	21	section	section	NOUN
cet-13167	55	22	was	be	AUX
cet-13167	55	23	54.3	54.3	NUM
cet-13167	55	24	g	g	NOUN
cet-13167	55	25	/	/	SYM
cet-13167	55	26	day	day	NOUN
cet-13167	55	27	,	,	PUNCT
cet-13167	55	28	the	the	DET
cet-13167	55	29	number	number	NOUN
cet-13167	55	30	of	of	ADP
cet-13167	55	31	reaction	reaction	NOUN
cet-13167	55	32	tubes	tube	NOUN
cet-13167	55	33	required	require	VERB
cet-13167	55	34	to	to	PART
cet-13167	55	35	achieve	achieve	VERB
cet-13167	55	36	the	the	DET
cet-13167	55	37	target	target	NOUN
cet-13167	55	38	production	production	NOUN
cet-13167	55	39	volume	volume	NOUN
cet-13167	55	40	is	be	AUX
cet-13167	55	41	25	25	NUM
cet-13167	55	42	.	.	PUNCT
cet-13167	56	1	in	in	ADP
cet-13167	56	2	the	the	DET
cet-13167	56	3	mtr	mtr	PROPN
cet-13167	56	4	design	design	NOUN
cet-13167	56	5	,	,	PUNCT
cet-13167	56	6	the	the	DET
cet-13167	56	7	objective	objective	NOUN
cet-13167	56	8	is	be	AUX
cet-13167	56	9	to	to	PART
cet-13167	56	10	achieve	achieve	VERB
cet-13167	56	11	the	the	DET
cet-13167	56	12	same	same	ADJ
cet-13167	56	13	reaction	reaction	NOUN
cet-13167	56	14	field	field	NOUN
cet-13167	56	15	as	as	ADP
cet-13167	56	16	the	the	DET
cet-13167	56	17	double	double	ADJ
cet-13167	56	18	-	-	PUNCT
cet-13167	56	19	tubular	tubular	ADJ
cet-13167	56	20	reactor	reactor	NOUN
cet-13167	56	21	,	,	PUNCT
cet-13167	56	22	and	and	CCONJ
cet-13167	56	23	the	the	DET
cet-13167	56	24	design	design	NOUN
cet-13167	56	25	result	result	NOUN
cet-13167	56	26	is	be	AUX
cet-13167	56	27	evaluated	evaluate	VERB
cet-13167	56	28	on	on	ADP
cet-13167	56	29	the	the	DET
cet-13167	56	30	basis	basis	NOUN
cet-13167	56	31	of	of	ADP
cet-13167	56	32	the	the	DET
cet-13167	56	33	temperature	temperature	NOUN
cet-13167	56	34	distributions	distribution	NOUN
cet-13167	56	35	as	as	ADV
cet-13167	56	36	well	well	ADV
cet-13167	56	37	as	as	ADP
cet-13167	56	38	the	the	DET
cet-13167	56	39	root	root	NOUN
cet-13167	56	40	-	-	PUNCT
cet-13167	56	41	mean	mean	ADJ
cet-13167	56	42	-	-	PUNCT
cet-13167	56	43	square	square	NOUN
cet-13167	56	44	error	error	NOUN
cet-13167	56	45	(	(	PUNCT
cet-13167	56	46	rmse	rmse	NOUN
cet-13167	56	47	)	)	PUNCT
cet-13167	56	48	between	between	ADP
cet-13167	56	49	the	the	DET
cet-13167	56	50	temperatures	temperature	NOUN
cet-13167	56	51	in	in	ADP
cet-13167	56	52	the	the	DET
cet-13167	56	53	flow	flow	NOUN
cet-13167	56	54	direction	direction	NOUN
cet-13167	56	55	of	of	ADP
cet-13167	56	56	the	the	DET
cet-13167	56	57	double	double	ADJ
cet-13167	56	58	-	-	PUNCT
cet-13167	56	59	tubular	tubular	ADJ
cet-13167	56	60	reactor	reactor	NOUN
cet-13167	56	61	and	and	CCONJ
cet-13167	56	62	the	the	DET
cet-13167	56	63	mtr	mtr	NOUN
cet-13167	56	64	,	,	PUNCT
cet-13167	56	65	which	which	PRON
cet-13167	56	66	are	be	AUX
cet-13167	56	67	obtained	obtain	VERB
cet-13167	56	68	by	by	ADP
cet-13167	56	69	cfd	cfd	NOUN
cet-13167	56	70	simulation	simulation	NOUN
cet-13167	56	71	(	(	PUNCT
cet-13167	56	72	ansys	ansys	PROPN
cet-13167	56	73	fluent	fluent	PROPN
cet-13167	56	74	ⓡ	ⓡ	PROPN
cet-13167	56	75	)	)	PUNCT
cet-13167	56	76	.	.	PUNCT
cet-13167	57	1	first	first	ADV
cet-13167	57	2	,	,	PUNCT
cet-13167	57	3	the	the	DET
cet-13167	57	4	multi	multi	ADJ
cet-13167	57	5	-	-	ADJ
cet-13167	57	6	tube	tube	ADJ
cet-13167	57	7	section	section	NOUN
cet-13167	57	8	is	be	AUX
cet-13167	57	9	designed	design	VERB
cet-13167	57	10	assuming	assume	VERB
cet-13167	57	11	uniform	uniform	ADJ
cet-13167	57	12	flow	flow	NOUN
cet-13167	57	13	distribution	distribution	NOUN
cet-13167	57	14	of	of	ADP
cet-13167	57	15	a	a	DET
cet-13167	57	16	reactant	reactant	NOUN
cet-13167	57	17	to	to	ADP
cet-13167	57	18	the	the	DET
cet-13167	57	19	reaction	reaction	NOUN
cet-13167	57	20	tubes	tube	NOUN
cet-13167	57	21	,	,	PUNCT
cet-13167	57	22	and	and	CCONJ
cet-13167	57	23	then	then	ADV
cet-13167	57	24	the	the	DET
cet-13167	57	25	reaction	reaction	NOUN
cet-13167	57	26	fluid	fluid	ADJ
cet-13167	57	27	distribution	distribution	NOUN
cet-13167	57	28	and	and	CCONJ
cet-13167	57	29	collection	collection	NOUN
cet-13167	57	30	sections	section	NOUN
cet-13167	57	31	are	be	AUX
cet-13167	57	32	designed	design	VERB
cet-13167	57	33	.	.	PUNCT
cet-13167	58	1	with	with	ADP
cet-13167	58	2	reference	reference	NOUN
cet-13167	58	3	to	to	ADP
cet-13167	58	4	conventional	conventional	ADJ
cet-13167	58	5	shell	shell	NOUN
cet-13167	58	6	-	-	PUNCT
cet-13167	58	7	and	and	CCONJ
cet-13167	58	8	-	-	PUNCT
cet-13167	58	9	tube	tube	NOUN
cet-13167	58	10	heat	heat	NOUN
cet-13167	58	11	exchangers	exchanger	NOUN
cet-13167	58	12	,	,	PUNCT
cet-13167	58	13	two	two	NUM
cet-13167	58	14	candidates	candidate	NOUN
cet-13167	58	15	for	for	ADP
cet-13167	58	16	the	the	DET
cet-13167	58	17	multi	multi	ADJ
cet-13167	58	18	-	-	ADJ
cet-13167	58	19	tube	tube	ADJ
cet-13167	58	20	arrangement	arrangement	NOUN
cet-13167	58	21	were	be	AUX
cet-13167	58	22	set	set	VERB
cet-13167	58	23	:	:	PUNCT
cet-13167	58	24	lattice	lattice	NOUN
cet-13167	58	25	and	and	CCONJ
cet-13167	58	26	concentric	concentric	ADJ
cet-13167	58	27	circles	circle	NOUN
cet-13167	58	28	,	,	PUNCT
cet-13167	58	29	and	and	CCONJ
cet-13167	58	30	two	two	NUM
cet-13167	58	31	candidates	candidate	NOUN
cet-13167	58	32	for	for	ADP
cet-13167	58	33	the	the	DET
cet-13167	58	34	shell	shell	NOUN
cet-13167	58	35	cross	cross	ADJ
cet-13167	58	36	-	-	ADJ
cet-13167	58	37	sectional	sectional	ADJ
cet-13167	58	38	shape	shape	NOUN
cet-13167	58	39	were	be	AUX
cet-13167	58	40	set	set	VERB
cet-13167	58	41	:	:	PUNCT
cet-13167	58	42	rectangle	rectangle	NOUN
cet-13167	58	43	and	and	CCONJ
cet-13167	58	44	circle	circle	NOUN
cet-13167	58	45	.	.	PUNCT
cet-13167	59	1	after	after	ADP
cet-13167	59	2	combining	combine	VERB
cet-13167	59	3	these	these	DET
cet-13167	59	4	candidates	candidate	NOUN
cet-13167	59	5	(	(	PUNCT
cet-13167	59	6	e.g.	e.g.	ADV
cet-13167	59	7	,	,	PUNCT
cet-13167	59	8	[	[	X
cet-13167	59	9	lattice]x[circle	lattice]x[circle	X
cet-13167	59	10	]	]	X
cet-13167	59	11	)	)	PUNCT
cet-13167	59	12	,	,	PUNCT
cet-13167	59	13	the	the	DET
cet-13167	59	14	remaining	remain	VERB
cet-13167	59	15	design	design	NOUN
cet-13167	59	16	variables	variable	NOUN
cet-13167	59	17	,	,	PUNCT
cet-13167	59	18	such	such	ADJ
cet-13167	59	19	as	as	ADP
cet-13167	59	20	the	the	DET
cet-13167	59	21	distance	distance	NOUN
cet-13167	59	22	between	between	ADP
cet-13167	59	23	the	the	DET
cet-13167	59	24	tubes	tube	NOUN
cet-13167	59	25	and	and	CCONJ
cet-13167	59	26	the	the	DET
cet-13167	59	27	inner	inner	ADJ
cet-13167	59	28	diameter	diameter	NOUN
cet-13167	59	29	and	and	CCONJ
cet-13167	59	30	length	length	NOUN
cet-13167	59	31	of	of	ADP
cet-13167	59	32	the	the	DET
cet-13167	59	33	shell	shell	NOUN
cet-13167	59	34	,	,	PUNCT
cet-13167	59	35	have	have	VERB
cet-13167	59	36	to	to	PART
cet-13167	59	37	be	be	AUX
cet-13167	59	38	determined	determine	VERB
cet-13167	59	39	.	.	PUNCT
cet-13167	60	1	for	for	ADP
cet-13167	60	2	simplicity	simplicity	NOUN
cet-13167	60	3	,	,	PUNCT
cet-13167	60	4	the	the	DET
cet-13167	60	5	positions	position	NOUN
cet-13167	60	6	of	of	ADP
cet-13167	60	7	the	the	DET
cet-13167	60	8	inlet	inlet	NOUN
cet-13167	60	9	and	and	CCONJ
cet-13167	60	10	outlet	outlet	NOUN
cet-13167	60	11	nozzles	nozzle	NOUN
cet-13167	60	12	were	be	AUX
cet-13167	60	13	fixed	fix	VERB
cet-13167	60	14	at	at	ADP
cet-13167	60	15	0.5	0.5	NUM
cet-13167	60	16	mm	mm	NOUN
cet-13167	60	17	from	from	ADP
cet-13167	60	18	the	the	DET
cet-13167	60	19	end	end	NOUN
cet-13167	60	20	of	of	ADP
cet-13167	60	21	the	the	DET
cet-13167	60	22	shell	shell	NOUN
cet-13167	60	23	,	,	PUNCT
cet-13167	60	24	and	and	CCONJ
cet-13167	60	25	the	the	DET
cet-13167	60	26	inner	inner	ADJ
cet-13167	60	27	diameter	diameter	NOUN
cet-13167	60	28	of	of	ADP
cet-13167	60	29	both	both	DET
cet-13167	60	30	nozzles	nozzle	NOUN
cet-13167	60	31	was	be	AUX
cet-13167	60	32	fixed	fix	VERB
cet-13167	60	33	at	at	ADP
cet-13167	60	34	1.12	1.12	NUM
cet-13167	60	35	mm	mm	NOUN
cet-13167	60	36	.	.	PUNCT
cet-13167	61	1	in	in	ADP
cet-13167	61	2	addition	addition	NOUN
cet-13167	61	3	,	,	PUNCT
cet-13167	61	4	it	it	PRON
cet-13167	61	5	was	be	AUX
cet-13167	61	6	assumed	assume	VERB
cet-13167	61	7	that	that	SCONJ
cet-13167	61	8	the	the	DET
cet-13167	61	9	linear	linear	ADJ
cet-13167	61	10	velocity	velocity	NOUN
cet-13167	61	11	of	of	ADP
cet-13167	61	12	the	the	DET
cet-13167	61	13	coolant	coolant	NOUN
cet-13167	61	14	in	in	ADP
cet-13167	61	15	the	the	DET
cet-13167	61	16	shell	shell	NOUN
cet-13167	61	17	is	be	AUX
cet-13167	61	18	equal	equal	ADJ
cet-13167	61	19	to	to	ADP
cet-13167	61	20	that	that	PRON
cet-13167	61	21	determined	determine	VERB
cet-13167	61	22	in	in	ADP
cet-13167	61	23	step1	step1	PROPN
cet-13167	61	24	and	and	CCONJ
cet-13167	61	25	that	that	SCONJ
cet-13167	61	26	the	the	DET
cet-13167	61	27	total	total	ADJ
cet-13167	61	28	flow	flow	NOUN
cet-13167	61	29	rate	rate	NOUN
cet-13167	61	30	of	of	ADP
cet-13167	61	31	the	the	DET
cet-13167	61	32	coolant	coolant	NOUN
cet-13167	61	33	in	in	ADP
cet-13167	61	34	the	the	DET
cet-13167	61	35	shell	shell	NOUN
cet-13167	61	36	is	be	AUX
cet-13167	61	37	equal	equal	ADJ
cet-13167	61	38	to	to	ADP
cet-13167	61	39	the	the	DET
cet-13167	61	40	coolant	coolant	NOUN
cet-13167	61	41	flow	flow	NOUN
cet-13167	61	42	rate	rate	NOUN
cet-13167	61	43	of	of	ADP
cet-13167	61	44	step	step	NOUN
cet-13167	61	45	1	1	NUM
cet-13167	61	46	multiplied	multiply	VERB
cet-13167	61	47	by	by	ADP
cet-13167	61	48	the	the	DET
cet-13167	61	49	number	number	NOUN
cet-13167	61	50	of	of	ADP
cet-13167	61	51	reaction	reaction	NOUN
cet-13167	61	52	tubes	tube	NOUN
cet-13167	61	53	.	.	PUNCT
cet-13167	62	1	these	these	DET
cet-13167	62	2	assumptions	assumption	NOUN
cet-13167	62	3	were	be	AUX
cet-13167	62	4	used	use	VERB
cet-13167	62	5	to	to	PART
cet-13167	62	6	determine	determine	VERB
cet-13167	62	7	the	the	DET
cet-13167	62	8	shell	shell	ADJ
cet-13167	62	9	size	size	NOUN
cet-13167	62	10	.	.	PUNCT
cet-13167	63	1	figure	figure	NOUN
cet-13167	63	2	3a	3a	NUM
cet-13167	63	3	and	and	CCONJ
cet-13167	63	4	3b	3b	PROPN
cet-13167	63	5	show	show	VERB
cet-13167	63	6	a	a	DET
cet-13167	63	7	cross	cross	ADJ
cet-13167	63	8	-	-	ADJ
cet-13167	63	9	sectional	sectional	ADJ
cet-13167	63	10	view	view	NOUN
cet-13167	63	11	of	of	ADP
cet-13167	63	12	the	the	DET
cet-13167	63	13	mtr	mtr	NOUN
cet-13167	63	14	with	with	ADP
cet-13167	63	15	[	[	X
cet-13167	63	16	lattice]x[circle	lattice]x[circle	X
cet-13167	63	17	]	]	X
cet-13167	63	18	structure	structure	NOUN
cet-13167	63	19	and	and	CCONJ
cet-13167	63	20	the	the	DET
cet-13167	63	21	fluid	fluid	ADJ
cet-13167	63	22	temperature	temperature	NOUN
cet-13167	63	23	distributions	distribution	NOUN
cet-13167	63	24	in	in	ADP
cet-13167	63	25	some	some	DET
cet-13167	63	26	representative	representative	ADJ
cet-13167	63	27	reaction	reaction	NOUN
cet-13167	63	28	tubes	tube	NOUN
cet-13167	63	29	,	,	PUNCT
cet-13167	63	30	respectively	respectively	ADV
cet-13167	63	31	.	.	PUNCT
cet-13167	64	1	it	it	PRON
cet-13167	64	2	can	can	AUX
cet-13167	64	3	be	be	AUX
cet-13167	64	4	seen	see	VERB
cet-13167	64	5	that	that	SCONJ
cet-13167	64	6	the	the	DET
cet-13167	64	7	temperature	temperature	NOUN
cet-13167	64	8	distributions	distribution	NOUN
cet-13167	64	9	of	of	ADP
cet-13167	64	10	all	all	DET
cet-13167	64	11	tubes	tube	NOUN
cet-13167	64	12	deviate	deviate	VERB
cet-13167	64	13	from	from	ADP
cet-13167	64	14	the	the	DET
cet-13167	64	15	result	result	NOUN
cet-13167	64	16	of	of	ADP
cet-13167	64	17	step	step	NOUN
cet-13167	64	18	1	1	NUM
cet-13167	64	19	and	and	CCONJ
cet-13167	64	20	the	the	DET
cet-13167	64	21	magnitude	magnitude	NOUN
cet-13167	64	22	of	of	ADP
cet-13167	64	23	the	the	DET
cet-13167	64	24	deviation	deviation	NOUN
cet-13167	64	25	is	be	AUX
cet-13167	64	26	greater	great	ADJ
cet-13167	64	27	near	near	ADP
cet-13167	64	28	the	the	DET
cet-13167	64	29	531	531	NUM
cet-13167	64	30	center	center	NOUN
cet-13167	64	31	of	of	ADP
cet-13167	64	32	the	the	DET
cet-13167	64	33	shell	shell	NOUN
cet-13167	64	34	,	,	PUNCT
cet-13167	64	35	resulting	result	VERB
cet-13167	64	36	in	in	ADP
cet-13167	64	37	large	large	ADJ
cet-13167	64	38	variations	variation	NOUN
cet-13167	64	39	in	in	ADP
cet-13167	64	40	the	the	DET
cet-13167	64	41	temperature	temperature	NOUN
cet-13167	64	42	distribution	distribution	NOUN
cet-13167	64	43	.	.	PUNCT
cet-13167	65	1	the	the	DET
cet-13167	65	2	value	value	NOUN
cet-13167	65	3	of	of	ADP
cet-13167	65	4	the	the	DET
cet-13167	65	5	evaluation	evaluation	NOUN
cet-13167	65	6	function	function	NOUN
cet-13167	65	7	was	be	AUX
cet-13167	65	8	4.82	4.82	NUM
cet-13167	65	9	k.	k.	ADV
cet-13167	65	10	similar	similar	ADJ
cet-13167	65	11	result	result	NOUN
cet-13167	65	12	was	be	AUX
cet-13167	65	13	obtained	obtain	VERB
cet-13167	65	14	for	for	ADP
cet-13167	65	15	the	the	DET
cet-13167	65	16	mtr	mtr	NOUN
cet-13167	65	17	with	with	ADP
cet-13167	65	18	[	[	PUNCT
cet-13167	65	19	concentric	concentric	ADJ
cet-13167	65	20	circle]x[rectangle	circle]x[rectangle	NOUN
cet-13167	65	21	]	]	PUNCT
cet-13167	65	22	structure	structure	NOUN
cet-13167	65	23	.	.	PUNCT
cet-13167	66	1	figures	figure	NOUN
cet-13167	66	2	4	4	NUM
cet-13167	66	3	and	and	CCONJ
cet-13167	66	4	5	5	NUM
cet-13167	66	5	show	show	VERB
cet-13167	66	6	the	the	DET
cet-13167	66	7	result	result	NOUN
cet-13167	66	8	of	of	ADP
cet-13167	66	9	the	the	DET
cet-13167	66	10	mtr	mtr	NOUN
cet-13167	66	11	with	with	ADP
cet-13167	66	12	[	[	X
cet-13167	66	13	concentric	concentric	ADJ
cet-13167	66	14	circles]x[circle	circles]x[circle	NOUN
cet-13167	66	15	]	]	X
cet-13167	66	16	structure	structure	NOUN
cet-13167	66	17	and	and	CCONJ
cet-13167	66	18	[	[	X
cet-13167	66	19	lattice]x[rectangle	lattice]x[rectangle	PRON
cet-13167	66	20	]	]	X
cet-13167	66	21	structure	structure	NOUN
cet-13167	66	22	,	,	PUNCT
cet-13167	66	23	respectively	respectively	ADV
cet-13167	66	24	.	.	PUNCT
cet-13167	67	1	it	it	PRON
cet-13167	67	2	was	be	AUX
cet-13167	67	3	shown	show	VERB
cet-13167	67	4	that	that	SCONJ
cet-13167	67	5	the	the	DET
cet-13167	67	6	fluid	fluid	ADJ
cet-13167	67	7	temperature	temperature	NOUN
cet-13167	67	8	distributions	distribution	NOUN
cet-13167	67	9	of	of	ADP
cet-13167	67	10	both	both	DET
cet-13167	67	11	results	result	NOUN
cet-13167	67	12	were	be	AUX
cet-13167	67	13	improved	improve	VERB
cet-13167	67	14	compared	compare	VERB
cet-13167	67	15	to	to	ADP
cet-13167	67	16	the	the	DET
cet-13167	67	17	[	[	X
cet-13167	67	18	lattice]x[circle	lattice]x[circle	X
cet-13167	67	19	]	]	X
cet-13167	67	20	case	case	NOUN
cet-13167	67	21	.	.	PUNCT
cet-13167	68	1	the	the	DET
cet-13167	68	2	values	value	NOUN
cet-13167	68	3	of	of	ADP
cet-13167	68	4	the	the	DET
cet-13167	68	5	evaluation	evaluation	NOUN
cet-13167	68	6	function	function	NOUN
cet-13167	68	7	for	for	ADP
cet-13167	68	8	[	[	X
cet-13167	68	9	concentric	concentric	ADJ
cet-13167	68	10	circles]x[circle	circles]x[circle	X
cet-13167	68	11	]	]	X
cet-13167	68	12	and	and	CCONJ
cet-13167	68	13	[	[	X
cet-13167	68	14	lattice]x[rectangle	lattice]x[rectangle	PRON
cet-13167	68	15	]	]	X
cet-13167	68	16	structure	structure	NOUN
cet-13167	68	17	were	be	AUX
cet-13167	68	18	0.52	0.52	NUM
cet-13167	68	19	k	k	NOUN
cet-13167	68	20	and	and	CCONJ
cet-13167	68	21	0.55	0.55	NUM
cet-13167	68	22	k	k	NOUN
cet-13167	68	23	,	,	PUNCT
cet-13167	68	24	respectively	respectively	ADV
cet-13167	68	25	.	.	PUNCT
cet-13167	69	1	although	although	SCONJ
cet-13167	69	2	these	these	DET
cet-13167	69	3	values	value	NOUN
cet-13167	69	4	were	be	AUX
cet-13167	69	5	small	small	ADJ
cet-13167	69	6	,	,	PUNCT
cet-13167	69	7	it	it	PRON
cet-13167	69	8	was	be	AUX
cet-13167	69	9	seen	see	VERB
cet-13167	69	10	that	that	SCONJ
cet-13167	69	11	the	the	DET
cet-13167	69	12	temperature	temperature	NOUN
cet-13167	69	13	is	be	AUX
cet-13167	69	14	already	already	ADV
cet-13167	69	15	non	non	ADJ
cet-13167	69	16	-	-	ADJ
cet-13167	69	17	uniform	uniform	ADJ
cet-13167	69	18	around	around	ADP
cet-13167	69	19	the	the	DET
cet-13167	69	20	inlet	inlet	NOUN
cet-13167	69	21	of	of	ADP
cet-13167	69	22	the	the	DET
cet-13167	69	23	reaction	reaction	NOUN
cet-13167	69	24	tubes	tube	NOUN
cet-13167	69	25	and	and	CCONJ
cet-13167	69	26	that	that	SCONJ
cet-13167	69	27	there	there	PRON
cet-13167	69	28	are	be	VERB
cet-13167	69	29	tubes	tube	NOUN
cet-13167	69	30	with	with	ADP
cet-13167	69	31	different	different	ADJ
cet-13167	69	32	temperature	temperature	NOUN
cet-13167	69	33	variations	variation	NOUN
cet-13167	69	34	around	around	ADP
cet-13167	69	35	the	the	DET
cet-13167	69	36	outlet	outlet	NOUN
cet-13167	69	37	of	of	ADP
cet-13167	69	38	the	the	DET
cet-13167	69	39	reaction	reaction	NOUN
cet-13167	69	40	tubes	tube	NOUN
cet-13167	69	41	.	.	PUNCT
cet-13167	70	1	considering	consider	VERB
cet-13167	70	2	from	from	ADP
cet-13167	70	3	the	the	DET
cet-13167	70	4	cfd	cfd	NOUN
cet-13167	70	5	simulation	simulation	NOUN
cet-13167	70	6	results	result	VERB
cet-13167	70	7	that	that	SCONJ
cet-13167	70	8	these	these	PRON
cet-13167	70	9	were	be	AUX
cet-13167	70	10	caused	cause	VERB
cet-13167	70	11	by	by	ADP
cet-13167	70	12	the	the	DET
cet-13167	70	13	coolant	coolant	NOUN
cet-13167	70	14	flow	flow	NOUN
cet-13167	70	15	patterns	pattern	NOUN
cet-13167	70	16	at	at	ADP
cet-13167	70	17	the	the	DET
cet-13167	70	18	tube	tube	NOUN
cet-13167	70	19	inlet	inlet	NOUN
cet-13167	70	20	and	and	CCONJ
cet-13167	70	21	outlet	outlet	NOUN
cet-13167	70	22	,	,	PUNCT
cet-13167	70	23	catalyst	catalyst	NOUN
cet-13167	70	24	-	-	PUNCT
cet-13167	70	25	free	free	ADJ
cet-13167	70	26	inert	inert	ADJ
cet-13167	70	27	sections	section	NOUN
cet-13167	70	28	with	with	ADP
cet-13167	70	29	lengths	length	NOUN
cet-13167	70	30	of	of	ADP
cet-13167	70	31	200	200	NUM
cet-13167	70	32	mm	mm	NOUN
cet-13167	70	33	and	and	CCONJ
cet-13167	70	34	50	50	NUM
cet-13167	70	35	mm	mm	NOUN
cet-13167	70	36	were	be	AUX
cet-13167	70	37	installed	instal	VERB
cet-13167	70	38	before	before	ADP
cet-13167	70	39	and	and	CCONJ
cet-13167	70	40	after	after	ADP
cet-13167	70	41	all	all	DET
cet-13167	70	42	tubes	tube	NOUN
cet-13167	70	43	in	in	ADP
cet-13167	70	44	the	the	DET
cet-13167	70	45	mtr	mtr	NOUN
cet-13167	70	46	with	with	ADP
cet-13167	70	47	[	[	X
cet-13167	70	48	concentric	concentric	ADJ
cet-13167	70	49	circles]x[circle	circles]x[circle	NOUN
cet-13167	70	50	]	]	X
cet-13167	70	51	structure	structure	NOUN
cet-13167	70	52	,	,	PUNCT
cet-13167	70	53	which	which	PRON
cet-13167	70	54	showed	show	VERB
cet-13167	70	55	the	the	DET
cet-13167	70	56	best	good	ADJ
cet-13167	70	57	result	result	NOUN
cet-13167	70	58	so	so	ADV
cet-13167	70	59	far	far	ADV
cet-13167	70	60	,	,	PUNCT
cet-13167	70	61	respectively	respectively	ADV
cet-13167	70	62	.	.	PUNCT
cet-13167	71	1	as	as	ADP
cet-13167	71	2	a	a	DET
cet-13167	71	3	result	result	NOUN
cet-13167	71	4	,	,	PUNCT
cet-13167	71	5	although	although	SCONJ
cet-13167	71	6	different	different	ADJ
cet-13167	71	7	temperature	temperature	NOUN
cet-13167	71	8	variations	variation	NOUN
cet-13167	71	9	around	around	ADP
cet-13167	71	10	the	the	DET
cet-13167	71	11	tube	tube	NOUN
cet-13167	71	12	outlet	outlet	NOUN
cet-13167	71	13	were	be	AUX
cet-13167	71	14	no	no	ADV
cet-13167	71	15	longer	long	ADV
cet-13167	71	16	observed	observe	VERB
cet-13167	71	17	,	,	PUNCT
cet-13167	71	18	the	the	DET
cet-13167	71	19	uniformity	uniformity	NOUN
cet-13167	71	20	of	of	ADP
cet-13167	71	21	the	the	DET
cet-13167	71	22	temperature	temperature	NOUN
cet-13167	71	23	distribution	distribution	NOUN
cet-13167	71	24	among	among	ADP
cet-13167	71	25	the	the	DET
cet-13167	71	26	parallelized	parallelize	VERB
cet-13167	71	27	tubes	tube	NOUN
cet-13167	71	28	was	be	AUX
cet-13167	71	29	not	not	PART
cet-13167	71	30	improved	improve	VERB
cet-13167	71	31	,	,	PUNCT
cet-13167	71	32	and	and	CCONJ
cet-13167	71	33	even	even	ADV
cet-13167	71	34	if	if	SCONJ
cet-13167	71	35	the	the	DET
cet-13167	71	36	radii	radii	NOUN
cet-13167	71	37	r1	r1	NOUN
cet-13167	71	38	and	and	CCONJ
cet-13167	71	39	r2	r2	PROPN
cet-13167	71	40	were	be	AUX
cet-13167	71	41	adjusted	adjust	VERB
cet-13167	71	42	,	,	PUNCT
cet-13167	71	43	there	there	PRON
cet-13167	71	44	was	be	VERB
cet-13167	71	45	no	no	DET
cet-13167	71	46	effect	effect	NOUN
cet-13167	71	47	.	.	PUNCT
cet-13167	72	1	finally	finally	ADV
cet-13167	72	2	,	,	PUNCT
cet-13167	72	3	when	when	SCONJ
cet-13167	72	4	the	the	DET
cet-13167	72	5	[	[	X
cet-13167	72	6	single	single	ADJ
cet-13167	72	7	circle]x[ring	circle]x[ring	ADJ
cet-13167	72	8	]	]	PUNCT
cet-13167	72	9	structure	structure	NOUN
cet-13167	72	10	shown	show	VERB
cet-13167	72	11	in	in	ADP
cet-13167	72	12	figure	figure	NOUN
cet-13167	72	13	6a	6a	NOUN
cet-13167	72	14	was	be	AUX
cet-13167	72	15	investigated	investigate	VERB
cet-13167	72	16	as	as	ADP
cet-13167	72	17	a	a	DET
cet-13167	72	18	multi	multi	ADJ
cet-13167	72	19	-	-	ADJ
cet-13167	72	20	tube	tube	ADJ
cet-13167	72	21	arrangement	arrangement	NOUN
cet-13167	72	22	different	different	ADJ
cet-13167	72	23	from	from	ADP
cet-13167	72	24	the	the	DET
cet-13167	72	25	conventional	conventional	ADJ
cet-13167	72	26	ones	one	NOUN
cet-13167	72	27	,	,	PUNCT
cet-13167	72	28	a	a	DET
cet-13167	72	29	uniform	uniform	ADJ
cet-13167	72	30	temperature	temperature	NOUN
cet-13167	72	31	distribution	distribution	NOUN
cet-13167	72	32	was	be	AUX
cet-13167	72	33	obtained	obtain	VERB
cet-13167	72	34	as	as	SCONJ
cet-13167	72	35	shown	show	VERB
cet-13167	72	36	in	in	ADP
cet-13167	72	37	figure	figure	NOUN
cet-13167	72	38	6b	6b	NOUN
cet-13167	72	39	.	.	PUNCT
cet-13167	73	1	at	at	ADP
cet-13167	73	2	this	this	DET
cet-13167	73	3	time	time	NOUN
cet-13167	73	4	,	,	PUNCT
cet-13167	73	5	the	the	DET
cet-13167	73	6	value	value	NOUN
cet-13167	73	7	of	of	ADP
cet-13167	73	8	the	the	DET
cet-13167	73	9	evaluation	evaluation	NOUN
cet-13167	73	10	function	function	NOUN
cet-13167	73	11	was	be	AUX
cet-13167	73	12	0.11	0.11	NUM
cet-13167	73	13	k.	k.	NOUN
cet-13167	73	14	following	follow	VERB
cet-13167	73	15	the	the	DET
cet-13167	73	16	design	design	NOUN
cet-13167	73	17	of	of	ADP
cet-13167	73	18	the	the	DET
cet-13167	73	19	multi	multi	ADJ
cet-13167	73	20	-	-	ADJ
cet-13167	73	21	tube	tube	ADJ
cet-13167	73	22	section	section	NOUN
cet-13167	73	23	with	with	ADP
cet-13167	73	24	the	the	DET
cet-13167	73	25	[	[	X
cet-13167	73	26	single	single	ADJ
cet-13167	73	27	circle]x[ring	circle]x[ring	ADJ
cet-13167	73	28	]	]	PUNCT
cet-13167	73	29	structure	structure	NOUN
cet-13167	73	30	,	,	PUNCT
cet-13167	73	31	the	the	DET
cet-13167	73	32	reaction	reaction	NOUN
cet-13167	73	33	fluid	fluid	ADJ
cet-13167	73	34	distribution	distribution	NOUN
cet-13167	73	35	and	and	CCONJ
cet-13167	73	36	collection	collection	NOUN
cet-13167	73	37	sections	section	NOUN
cet-13167	73	38	were	be	AUX
cet-13167	73	39	designed	design	VERB
cet-13167	73	40	to	to	PART
cet-13167	73	41	achieve	achieve	VERB
cet-13167	73	42	the	the	DET
cet-13167	73	43	uniform	uniform	ADJ
cet-13167	73	44	flow	flow	NOUN
cet-13167	73	45	distribution	distribution	NOUN
cet-13167	73	46	of	of	ADP
cet-13167	73	47	the	the	DET
cet-13167	73	48	reaction	reaction	NOUN
cet-13167	73	49	fluid	fluid	NOUN
cet-13167	73	50	.	.	PUNCT
cet-13167	74	1	a	a	DET
cet-13167	74	2	symmetrical	symmetrical	ADJ
cet-13167	74	3	shape	shape	NOUN
cet-13167	74	4	was	be	AUX
cet-13167	74	5	assumed	assume	VERB
cet-13167	74	6	for	for	ADP
cet-13167	74	7	the	the	DET
cet-13167	74	8	fluid	fluid	ADJ
cet-13167	74	9	distribution	distribution	NOUN
cet-13167	74	10	and	and	CCONJ
cet-13167	74	11	collection	collection	NOUN
cet-13167	74	12	sections	section	NOUN
cet-13167	74	13	in	in	ADP
cet-13167	74	14	this	this	DET
cet-13167	74	15	study	study	NOUN
cet-13167	74	16	.	.	PUNCT
cet-13167	75	1	as	as	SCONJ
cet-13167	75	2	shown	show	VERB
cet-13167	75	3	in	in	ADP
cet-13167	75	4	figure	figure	NOUN
cet-13167	75	5	7	7	NUM
cet-13167	75	6	,	,	PUNCT
cet-13167	75	7	a	a	DET
cet-13167	75	8	manifold	manifold	ADJ
cet-13167	75	9	-	-	PUNCT
cet-13167	75	10	type	type	NOUN
cet-13167	75	11	fluid	fluid	ADJ
cet-13167	75	12	distribution	distribution	NOUN
cet-13167	75	13	device	device	NOUN
cet-13167	75	14	(	(	PUNCT
cet-13167	75	15	park	park	NOUN
cet-13167	75	16	et	et	NOUN
cet-13167	75	17	al	al	PROPN
cet-13167	75	18	.	.	PROPN
cet-13167	75	19	,	,	PUNCT
cet-13167	75	20	2018	2018	NUM
cet-13167	75	21	)	)	PUNCT
cet-13167	75	22	was	be	AUX
cet-13167	75	23	designed	design	VERB
cet-13167	75	24	.	.	PUNCT
cet-13167	76	1	the	the	DET
cet-13167	76	2	shape	shape	NOUN
cet-13167	76	3	of	of	ADP
cet-13167	76	4	the	the	DET
cet-13167	76	5	fluid	fluid	ADJ
cet-13167	76	6	distribution	distribution	NOUN
cet-13167	76	7	device	device	NOUN
cet-13167	76	8	was	be	AUX
cet-13167	76	9	a	a	DET
cet-13167	76	10	cylinder	cylinder	NOUN
cet-13167	76	11	with	with	ADP
cet-13167	76	12	a	a	DET
cet-13167	76	13	diameter	diameter	NOUN
cet-13167	76	14	equal	equal	ADJ
cet-13167	76	15	to	to	ADP
cet-13167	76	16	the	the	DET
cet-13167	76	17	shell	shell	ADJ
cet-13167	76	18	diameter	diameter	NOUN
cet-13167	76	19	of	of	ADP
cet-13167	76	20	the	the	DET
cet-13167	76	21	previously	previously	ADV
cet-13167	76	22	designed	design	VERB
cet-13167	76	23	multi	multi	ADJ
cet-13167	76	24	-	-	ADJ
cet-13167	76	25	tube	tube	ADJ
cet-13167	76	26	section	section	NOUN
cet-13167	76	27	,	,	PUNCT
cet-13167	76	28	and	and	CCONJ
cet-13167	76	29	the	the	DET
cet-13167	76	30	reactant	reactant	NOUN
cet-13167	76	31	was	be	AUX
cet-13167	76	32	supplied	supply	VERB
cet-13167	76	33	from	from	ADP
cet-13167	76	34	the	the	DET
cet-13167	76	35	inlet	inlet	NOUN
cet-13167	76	36	nozzle	nozzle	NOUN
cet-13167	76	37	at	at	ADP
cet-13167	76	38	a	a	DET
cet-13167	76	39	velocity	velocity	NOUN
cet-13167	76	40	of	of	ADP
cet-13167	76	41	0.086	0.086	NUM
cet-13167	76	42	m	m	NOUN
cet-13167	76	43	/	/	SYM
cet-13167	76	44	s.	s.	PROPN
cet-13167	76	45	the	the	DET
cet-13167	76	46	length	length	NOUN
cet-13167	76	47	of	of	ADP
cet-13167	76	48	the	the	DET
cet-13167	76	49	cylinder	cylinder	NOUN
cet-13167	76	50	-	-	PUNCT
cet-13167	76	51	type	type	NOUN
cet-13167	76	52	fluid	fluid	ADJ
cet-13167	76	53	distribution	distribution	NOUN
cet-13167	76	54	device	device	NOUN
cet-13167	76	55	was	be	AUX
cet-13167	76	56	set	set	VERB
cet-13167	76	57	to	to	ADP
cet-13167	76	58	5	5	NUM
cet-13167	76	59	mm	mm	NOUN
cet-13167	76	60	by	by	ADP
cet-13167	76	61	trial	trial	NOUN
cet-13167	76	62	and	and	CCONJ
cet-13167	76	63	error	error	NOUN
cet-13167	76	64	.	.	PUNCT
cet-13167	77	1	as	as	ADP
cet-13167	77	2	a	a	DET
cet-13167	77	3	result	result	NOUN
cet-13167	77	4	of	of	ADP
cet-13167	77	5	cfd	cfd	NOUN
cet-13167	77	6	,	,	PUNCT
cet-13167	77	7	it	it	PRON
cet-13167	77	8	was	be	AUX
cet-13167	77	9	confirmed	confirm	VERB
cet-13167	77	10	that	that	SCONJ
cet-13167	77	11	the	the	DET
cet-13167	77	12	reactant	reactant	NOUN
cet-13167	77	13	was	be	AUX
cet-13167	77	14	evenly	evenly	ADV
cet-13167	77	15	distributed	distribute	VERB
cet-13167	77	16	to	to	ADP
cet-13167	77	17	the	the	DET
cet-13167	77	18	reaction	reaction	NOUN
cet-13167	77	19	tubes	tube	NOUN
cet-13167	77	20	and	and	CCONJ
cet-13167	77	21	the	the	DET
cet-13167	77	22	flow	flow	NOUN
cet-13167	77	23	velocity	velocity	NOUN
cet-13167	77	24	of	of	ADP
cet-13167	77	25	each	each	DET
cet-13167	77	26	distributed	distribute	VERB
cet-13167	77	27	reactant	reactant	NOUN
cet-13167	77	28	was	be	AUX
cet-13167	77	29	0.01	0.01	NUM
cet-13167	77	30	m/s	m/s	PROPN
cet-13167	77	31	,	,	PUNCT
cet-13167	77	32	which	which	PRON
cet-13167	77	33	is	be	AUX
cet-13167	77	34	equal	equal	ADJ
cet-13167	77	35	to	to	ADP
cet-13167	77	36	the	the	DET
cet-13167	77	37	design	design	NOUN
cet-13167	77	38	result	result	NOUN
cet-13167	77	39	of	of	ADP
cet-13167	77	40	the	the	DET
cet-13167	77	41	multi	multi	ADJ
cet-13167	77	42	-	-	ADJ
cet-13167	77	43	tube	tube	ADJ
cet-13167	77	44	section	section	NOUN
cet-13167	77	45	.	.	PUNCT
cet-13167	78	1	figure	figure	VERB
cet-13167	78	2	3	3	NUM
cet-13167	78	3	:	:	PUNCT
cet-13167	78	4	mtr	mtr	NOUN
cet-13167	78	5	with	with	ADP
cet-13167	78	6	[	[	X
cet-13167	78	7	lattice]x[circle	lattice]x[circle	X
cet-13167	78	8	]	]	X
cet-13167	78	9	structure	structure	NOUN
cet-13167	78	10	figure	figure	NOUN
cet-13167	78	11	4	4	NUM
cet-13167	78	12	:	:	PUNCT
cet-13167	78	13	mtr	mtr	NOUN
cet-13167	78	14	with	with	ADP
cet-13167	78	15	[	[	X
cet-13167	78	16	concentric	concentric	ADJ
cet-13167	78	17	circles]x[circle	circles]x[circle	NOUN
cet-13167	78	18	]	]	X
cet-13167	78	19	structure	structure	NOUN
cet-13167	78	20	pt=1.27	pt=1.27	PROPN
cet-13167	78	21	mm	mm	PROPN
cet-13167	78	22	r4=4.3	r4=4.3	PROPN
cet-13167	78	23	mm	mm	PROPN
cet-13167	78	24	r1	r1	NOUN
cet-13167	78	25	r2	r2	PROPN
cet-13167	78	26	1	1	NUM
cet-13167	78	27	2	2	NUM
cet-13167	78	28	3	3	NUM
cet-13167	78	29	4	4	NUM
cet-13167	78	30	5	5	NUM
cet-13167	78	31	6	6	NUM
cet-13167	78	32	7	7	NUM
cet-13167	78	33	8	8	NUM
cet-13167	78	34	9	9	NUM
cet-13167	78	35	10	10	NUM
cet-13167	78	36	11	11	NUM
cet-13167	78	37	12	12	NUM
cet-13167	78	38	13	13	NUM
cet-13167	78	39	14	14	NUM
cet-13167	78	40	15	15	NUM
cet-13167	78	41	16	16	NUM
cet-13167	78	42	17	17	NUM
cet-13167	78	43	18	18	NUM
cet-13167	78	44	19	19	NUM
cet-13167	78	45	20	20	NUM
cet-13167	78	46	21	21	NUM
cet-13167	78	47	22	22	NUM
cet-13167	78	48	23	23	NUM
cet-13167	78	49	24	24	NUM
cet-13167	78	50	25	25	NUM
cet-13167	78	51	(	(	PUNCT
cet-13167	78	52	a	a	NOUN
cet-13167	78	53	)	)	PUNCT
cet-13167	78	54	(	(	PUNCT
cet-13167	78	55	b	b	NOUN
cet-13167	78	56	)	)	PUNCT
cet-13167	78	57	r1=1.72	r1=1.72	NOUN
cet-13167	79	1	mm	mm	INTJ
cet-13167	79	2	r2=3.44	r2=3.44	NOUN
cet-13167	79	3	mm	mm	INTJ
cet-13167	79	4	12	12	NUM
cet-13167	79	5	3	3	NUM
cet-13167	79	6	16	16	NUM
cet-13167	79	7	15	15	NUM
cet-13167	79	8	4	4	NUM
cet-13167	79	9	18	18	NUM
cet-13167	79	10	17	17	NUM
cet-13167	79	11	24	24	NUM
cet-13167	79	12	14	14	NUM
cet-13167	79	13	5	5	NUM
cet-13167	79	14	19	19	NUM
cet-13167	79	15	25	25	NUM
cet-13167	79	16	23	23	NUM
cet-13167	79	17	13	13	NUM
cet-13167	79	18	6	6	NUM
cet-13167	79	19	20	20	NUM
cet-13167	79	20	21	21	NUM
cet-13167	79	21	22	22	NUM
cet-13167	79	22	12	12	NUM
cet-13167	79	23	7	7	NUM
cet-13167	79	24	8	8	NUM
cet-13167	79	25	9	9	NUM
cet-13167	79	26	10	10	NUM
cet-13167	79	27	11	11	NUM
cet-13167	79	28	(	(	PUNCT
cet-13167	79	29	a	a	NOUN
cet-13167	79	30	)	)	PUNCT
cet-13167	79	31	(	(	PUNCT
cet-13167	79	32	b	b	X
cet-13167	79	33	)	)	PUNCT
cet-13167	79	34	532	532	NUM
cet-13167	79	35	figure	figure	NOUN
cet-13167	79	36	5	5	NUM
cet-13167	79	37	:	:	PUNCT
cet-13167	79	38	mtr	mtr	NOUN
cet-13167	79	39	with	with	ADP
cet-13167	79	40	[	[	X
cet-13167	79	41	lattice]x[rectangle	lattice]x[rectangle	VERB
cet-13167	79	42	]	]	PUNCT
cet-13167	79	43	structure	structure	NOUN
cet-13167	79	44	figure	figure	NOUN
cet-13167	79	45	6	6	NUM
cet-13167	79	46	:	:	SYM
cet-13167	79	47	mtr	mtr	NOUN
cet-13167	79	48	with	with	ADP
cet-13167	79	49	[	[	PUNCT
cet-13167	79	50	single	single	ADJ
cet-13167	79	51	circle]x[ring	circle]x[ring	ADJ
cet-13167	79	52	]	]	PUNCT
cet-13167	79	53	structure	structure	NOUN
cet-13167	79	54	figure	figure	NOUN
cet-13167	79	55	7	7	NUM
cet-13167	79	56	:	:	PUNCT
cet-13167	79	57	fluid	fluid	ADJ
cet-13167	79	58	distribution	distribution	NOUN
cet-13167	79	59	section	section	NOUN
cet-13167	79	60	design	design	NOUN
cet-13167	79	61	result	result	NOUN
cet-13167	79	62	finally	finally	ADV
cet-13167	79	63	,	,	PUNCT
cet-13167	79	64	when	when	SCONJ
cet-13167	79	65	calculating	calculate	VERB
cet-13167	79	66	the	the	DET
cet-13167	79	67	mean	mean	ADJ
cet-13167	79	68	square	square	ADJ
cet-13167	79	69	error	error	NOUN
cet-13167	79	70	between	between	ADP
cet-13167	79	71	the	the	DET
cet-13167	79	72	mole	mole	NOUN
cet-13167	79	73	fractions	fraction	NOUN
cet-13167	79	74	of	of	ADP
cet-13167	79	75	component	component	NOUN
cet-13167	79	76	c	c	NOUN
cet-13167	79	77	at	at	ADP
cet-13167	79	78	the	the	DET
cet-13167	79	79	outlet	outlet	NOUN
cet-13167	79	80	of	of	ADP
cet-13167	79	81	the	the	DET
cet-13167	79	82	reaction	reaction	NOUN
cet-13167	79	83	tube	tube	NOUN
cet-13167	79	84	in	in	ADP
cet-13167	79	85	the	the	DET
cet-13167	79	86	mtr	mtr	NOUN
cet-13167	79	87	and	and	CCONJ
cet-13167	79	88	the	the	DET
cet-13167	79	89	reaction	reaction	NOUN
cet-13167	79	90	tube	tube	NOUN
cet-13167	79	91	in	in	ADP
cet-13167	79	92	step	step	NOUN
cet-13167	79	93	1	1	NUM
cet-13167	79	94	,	,	PUNCT
cet-13167	79	95	[	[	X
cet-13167	79	96	lattice]x[circle	lattice]x[circle	X
cet-13167	79	97	]	]	X
cet-13167	79	98	structure	structure	NOUN
cet-13167	79	99	is	be	AUX
cet-13167	79	100	6.01	6.01	NUM
cet-13167	79	101	x	x	SYM
cet-13167	79	102	10	10	NUM
cet-13167	79	103	-	-	SYM
cet-13167	79	104	3	3	NUM
cet-13167	79	105	,	,	PUNCT
cet-13167	79	106	[	[	X
cet-13167	79	107	concentric	concentric	ADJ
cet-13167	79	108	circles]x[circle	circles]x[circle	X
cet-13167	79	109	]	]	PUNCT
cet-13167	79	110	is	be	AUX
cet-13167	79	111	6.27×10	6.27×10	NUM
cet-13167	79	112	-	-	SYM
cet-13167	79	113	5	5	NUM
cet-13167	79	114	,	,	PUNCT
cet-13167	79	115	and	and	CCONJ
cet-13167	79	116	[	[	X
cet-13167	79	117	single	single	ADJ
cet-13167	79	118	circle]x[ring	circle]x[ring	ADJ
cet-13167	79	119	]	]	PUNCT
cet-13167	79	120	structure	structure	NOUN
cet-13167	79	121	is	be	AUX
cet-13167	79	122	7.77	7.77	NUM
cet-13167	79	123	x	x	SYM
cet-13167	79	124	10	10	NUM
cet-13167	79	125	-	-	SYM
cet-13167	79	126	6	6	NUM
cet-13167	79	127	.	.	PUNCT
cet-13167	80	1	it	it	PRON
cet-13167	80	2	was	be	AUX
cet-13167	80	3	demonstrated	demonstrate	VERB
cet-13167	80	4	that	that	SCONJ
cet-13167	80	5	a	a	DET
cet-13167	80	6	stepwise	stepwise	NOUN
cet-13167	80	7	design	design	NOUN
cet-13167	80	8	based	base	VERB
cet-13167	80	9	on	on	ADP
cet-13167	80	10	cfd	cfd	NOUN
cet-13167	80	11	can	can	AUX
cet-13167	80	12	derive	derive	VERB
cet-13167	80	13	an	an	DET
cet-13167	80	14	mtr	mtr	NOUN
cet-13167	80	15	that	that	PRON
cet-13167	80	16	achieves	achieve	VERB
cet-13167	80	17	an	an	DET
cet-13167	80	18	increase	increase	NOUN
cet-13167	80	19	in	in	ADP
cet-13167	80	20	production	production	NOUN
cet-13167	80	21	while	while	SCONJ
cet-13167	80	22	reducing	reduce	VERB
cet-13167	80	23	the	the	DET
cet-13167	80	24	deviation	deviation	NOUN
cet-13167	80	25	from	from	ADP
cet-13167	80	26	the	the	DET
cet-13167	80	27	reaction	reaction	NOUN
cet-13167	80	28	results	result	NOUN
cet-13167	80	29	of	of	ADP
cet-13167	80	30	a	a	DET
cet-13167	80	31	single	single	ADJ
cet-13167	80	32	tube	tube	NOUN
cet-13167	80	33	.	.	PUNCT
cet-13167	81	1	1	1	NUM
cet-13167	81	2	2	2	NUM
cet-13167	81	3	3	3	NUM
cet-13167	81	4	4	4	NUM
cet-13167	81	5	5	5	NUM
cet-13167	81	6	6	6	NUM
cet-13167	81	7	7	7	NUM
cet-13167	81	8	8	8	NUM
cet-13167	81	9	9	9	NUM
cet-13167	81	10	10	10	NUM
cet-13167	81	11	11	11	NUM
cet-13167	81	12	12	12	NUM
cet-13167	81	13	13	13	NUM
cet-13167	81	14	14	14	NUM
cet-13167	81	15	15	15	NUM
cet-13167	81	16	16	16	NUM
cet-13167	81	17	17	17	NUM
cet-13167	81	18	18	18	NUM
cet-13167	81	19	19	19	NUM
cet-13167	81	20	20	20	NUM
cet-13167	81	21	21	21	NUM
cet-13167	81	22	22	22	NUM
cet-13167	81	23	23	23	NUM
cet-13167	81	24	24	24	NUM
cet-13167	81	25	25	25	NUM
cet-13167	81	26	d	d	NOUN
cet-13167	81	27	=	=	SYM
cet-13167	81	28	7	7	NUM
cet-13167	81	29	.6	.6	NUM
cet-13167	81	30	2	2	NUM
cet-13167	81	31	m	m	VERB
cet-13167	81	32	m	m	VERB
cet-13167	81	33	(	(	PUNCT
cet-13167	81	34	a	a	NOUN
cet-13167	81	35	)	)	PUNCT
cet-13167	81	36	(	(	PUNCT
cet-13167	81	37	b	b	NOUN
cet-13167	81	38	)	)	PUNCT
cet-13167	81	39	12	12	NUM
cet-13167	81	40	3	3	NUM
cet-13167	81	41	4	4	NUM
cet-13167	81	42	13	13	NUM
cet-13167	81	43	5	5	NUM
cet-13167	81	44	6	6	NUM
cet-13167	81	45	7	7	NUM
cet-13167	81	46	8	8	NUM
cet-13167	81	47	9	9	NUM
cet-13167	81	48	10	10	NUM
cet-13167	81	49	11	11	NUM
cet-13167	81	50	12	12	NUM
cet-13167	81	51	14	14	NUM
cet-13167	81	52	15	15	NUM
cet-13167	81	53	16	16	NUM
cet-13167	81	54	17	17	NUM
cet-13167	81	55	18	18	NUM
cet-13167	81	56	19	19	NUM
cet-13167	81	57	20	20	NUM
cet-13167	81	58	21	21	NUM
cet-13167	81	59	22	22	NUM
cet-13167	81	60	23	23	NUM
cet-13167	81	61	24	24	NUM
cet-13167	81	62	25	25	NUM
cet-13167	81	63	4.295	4.295	NUM
cet-13167	81	64	mm	mm	NUM
cet-13167	81	65	6.077	6.077	NUM
cet-13167	81	66	mm	mm	NOUN
cet-13167	81	67	5.186	5.186	NUM
cet-13167	81	68	mm	mm	INTJ
cet-13167	81	69	(	(	PUNCT
cet-13167	81	70	a	a	NOUN
cet-13167	81	71	)	)	PUNCT
cet-13167	81	72	(	(	PUNCT
cet-13167	81	73	b	b	X
cet-13167	81	74	)	)	PUNCT
cet-13167	81	75	reaction	reaction	NOUN
cet-13167	81	76	tube	tube	NOUN
cet-13167	81	77	length	length	NOUN
cet-13167	82	1	[	[	X
cet-13167	82	2	mm	mm	X
cet-13167	82	3	]	]	X
cet-13167	82	4	t	t	X
cet-13167	82	5	e	e	X
cet-13167	82	6	m	m	PROPN
cet-13167	82	7	p	p	X
cet-13167	82	8	e	e	X
cet-13167	82	9	ra	ra	PROPN
cet-13167	82	10	tu	tu	X
cet-13167	82	11	re	re	X
cet-13167	82	12	[	[	PUNCT
cet-13167	82	13	k	k	X
cet-13167	82	14	]	]	PUNCT
cet-13167	82	15	step	step	NOUN
cet-13167	82	16	1	1	NUM
cet-13167	82	17	#	#	SYM
cet-13167	82	18	6	6	NUM
cet-13167	82	19	#	#	SYM
cet-13167	82	20	1	1	NUM
cet-13167	82	21	1.23	1.23	NUM
cet-13167	82	22	10	10	NUM
cet-13167	82	23	5	5	NUM
cet-13167	82	24	ve	ve	NOUN
cet-13167	82	25	lo	lo	NOUN
cet-13167	82	26	c	c	NOUN
cet-13167	83	1	it	it	PRON
cet-13167	84	1	y	y	INTJ
cet-13167	85	1	[	[	X
cet-13167	85	2	1	1	NUM
cet-13167	85	3	0	0	NUM
cet-13167	85	4	-3	-3	NOUN
cet-13167	85	5	m	m	NOUN
cet-13167	85	6	/s	/s	NOUN
cet-13167	85	7	]	]	PUNCT
cet-13167	85	8	12	12	NUM
cet-13167	85	9	reactant	reactant	NOUN
cet-13167	85	10	inlet	inlet	NOUN
cet-13167	85	11	(	(	PUNCT
cet-13167	85	12	a	a	NOUN
cet-13167	85	13	)	)	PUNCT
cet-13167	85	14	(	(	PUNCT
cet-13167	85	15	b	b	X
cet-13167	85	16	)	)	PUNCT
cet-13167	86	1	[	[	X
cet-13167	86	2	mm	mm	X
cet-13167	86	3	]	]	X
cet-13167	86	4	12.15	12.15	NUM
cet-13167	86	5	reaction	reaction	NOUN
cet-13167	86	6	tube	tube	NOUN
cet-13167	86	7	number	number	NOUN
cet-13167	86	8	533	533	NUM
cet-13167	86	9	4	4	NUM
cet-13167	86	10	.	.	PUNCT
cet-13167	86	11	conclusions	conclusion	NOUN
cet-13167	86	12	in	in	ADP
cet-13167	86	13	this	this	DET
cet-13167	86	14	study	study	NOUN
cet-13167	86	15	,	,	PUNCT
cet-13167	86	16	cfd	cfd	NOUN
cet-13167	86	17	-	-	PUNCT
cet-13167	86	18	based	base	VERB
cet-13167	86	19	design	design	NOUN
cet-13167	86	20	is	be	AUX
cet-13167	86	21	performed	perform	VERB
cet-13167	86	22	so	so	SCONJ
cet-13167	86	23	as	as	SCONJ
cet-13167	86	24	to	to	PART
cet-13167	86	25	achieve	achieve	VERB
cet-13167	86	26	the	the	DET
cet-13167	86	27	uniform	uniform	ADJ
cet-13167	86	28	flow	flow	NOUN
cet-13167	86	29	and	and	CCONJ
cet-13167	86	30	temperature	temperature	NOUN
cet-13167	86	31	distributions	distribution	NOUN
cet-13167	86	32	among	among	ADP
cet-13167	86	33	the	the	DET
cet-13167	86	34	reaction	reaction	NOUN
cet-13167	86	35	tubes	tube	NOUN
cet-13167	86	36	in	in	ADP
cet-13167	86	37	the	the	DET
cet-13167	86	38	mtr	mtr	NOUN
cet-13167	86	39	,	,	PUNCT
cet-13167	86	40	where	where	SCONJ
cet-13167	86	41	an	an	DET
cet-13167	86	42	exothermic	exothermic	ADJ
cet-13167	86	43	reaction	reaction	NOUN
cet-13167	86	44	proceeds	proceed	NOUN
cet-13167	86	45	in	in	ADP
cet-13167	86	46	each	each	DET
cet-13167	86	47	tube	tube	NOUN
cet-13167	86	48	with	with	ADP
cet-13167	86	49	an	an	DET
cet-13167	86	50	immobilized	immobilized	ADJ
cet-13167	86	51	catalyst	catalyst	NOUN
cet-13167	86	52	and	and	CCONJ
cet-13167	86	53	the	the	DET
cet-13167	86	54	reaction	reaction	NOUN
cet-13167	86	55	temperature	temperature	NOUN
cet-13167	86	56	is	be	AUX
cet-13167	86	57	controlled	control	VERB
cet-13167	86	58	by	by	ADP
cet-13167	86	59	a	a	DET
cet-13167	86	60	coolant	coolant	NOUN
cet-13167	86	61	flowing	flow	VERB
cet-13167	86	62	outside	outside	ADP
cet-13167	86	63	the	the	DET
cet-13167	86	64	tubes	tube	NOUN
cet-13167	86	65	.	.	PUNCT
cet-13167	87	1	the	the	DET
cet-13167	87	2	main	main	ADJ
cet-13167	87	3	results	result	NOUN
cet-13167	87	4	are	be	AUX
cet-13167	87	5	as	as	SCONJ
cet-13167	87	6	follows	follow	NOUN
cet-13167	87	7	.	.	PUNCT
cet-13167	88	1	cfd	cfd	NOUN
cet-13167	88	2	results	result	NOUN
cet-13167	88	3	of	of	ADP
cet-13167	88	4	the	the	DET
cet-13167	88	5	mtr	mtr	NOUN
cet-13167	88	6	under	under	ADP
cet-13167	88	7	concurrent	concurrent	ADJ
cet-13167	88	8	heat	heat	NOUN
cet-13167	88	9	exchange	exchange	NOUN
cet-13167	88	10	operation	operation	NOUN
cet-13167	88	11	suggested	suggest	VERB
cet-13167	88	12	that	that	SCONJ
cet-13167	88	13	the	the	DET
cet-13167	88	14	flow	flow	NOUN
cet-13167	88	15	pattern	pattern	NOUN
cet-13167	88	16	of	of	ADP
cet-13167	88	17	coolant	coolant	NOUN
cet-13167	88	18	in	in	ADP
cet-13167	88	19	the	the	DET
cet-13167	88	20	shell	shell	NOUN
cet-13167	88	21	is	be	AUX
cet-13167	88	22	an	an	DET
cet-13167	88	23	important	important	ADJ
cet-13167	88	24	factor	factor	NOUN
cet-13167	88	25	for	for	ADP
cet-13167	88	26	precise	precise	ADJ
cet-13167	88	27	control	control	NOUN
cet-13167	88	28	of	of	ADP
cet-13167	88	29	temperature	temperature	NOUN
cet-13167	88	30	distributions	distribution	NOUN
cet-13167	88	31	in	in	ADP
cet-13167	88	32	the	the	DET
cet-13167	88	33	tubes	tube	NOUN
cet-13167	88	34	.	.	PUNCT
cet-13167	89	1	it	it	PRON
cet-13167	89	2	was	be	AUX
cet-13167	89	3	shown	show	VERB
cet-13167	89	4	that	that	SCONJ
cet-13167	89	5	the	the	DET
cet-13167	89	6	installation	installation	NOUN
cet-13167	89	7	of	of	ADP
cet-13167	89	8	inert	inert	ADJ
cet-13167	89	9	sections	section	NOUN
cet-13167	89	10	,	,	PUNCT
cet-13167	89	11	which	which	PRON
cet-13167	89	12	are	be	AUX
cet-13167	89	13	not	not	PART
cet-13167	89	14	filled	fill	VERB
cet-13167	89	15	with	with	ADP
cet-13167	89	16	catalyst	catalyst	NOUN
cet-13167	89	17	,	,	PUNCT
cet-13167	89	18	before	before	ADP
cet-13167	89	19	and	and	CCONJ
cet-13167	89	20	after	after	SCONJ
cet-13167	89	21	each	each	DET
cet-13167	89	22	reaction	reaction	NOUN
cet-13167	89	23	tube	tube	NOUN
cet-13167	89	24	leads	lead	VERB
cet-13167	89	25	to	to	ADP
cet-13167	89	26	the	the	DET
cet-13167	89	27	uniformity	uniformity	NOUN
cet-13167	89	28	of	of	ADP
cet-13167	89	29	the	the	DET
cet-13167	89	30	heat	heat	NOUN
cet-13167	89	31	exchange	exchange	NOUN
cet-13167	89	32	operation	operation	NOUN
cet-13167	89	33	with	with	ADP
cet-13167	89	34	the	the	DET
cet-13167	89	35	coolant	coolant	NOUN
cet-13167	89	36	in	in	ADP
cet-13167	89	37	all	all	DET
cet-13167	89	38	tubes	tube	NOUN
cet-13167	89	39	.	.	PUNCT
cet-13167	90	1	furthermore	furthermore	ADV
cet-13167	90	2	,	,	PUNCT
cet-13167	90	3	in	in	ADP
cet-13167	90	4	order	order	NOUN
cet-13167	90	5	to	to	PART
cet-13167	90	6	minimize	minimize	VERB
cet-13167	90	7	the	the	DET
cet-13167	90	8	temperature	temperature	NOUN
cet-13167	90	9	deviation	deviation	NOUN
cet-13167	90	10	among	among	ADP
cet-13167	90	11	the	the	DET
cet-13167	90	12	reaction	reaction	NOUN
cet-13167	90	13	tubes	tube	NOUN
cet-13167	90	14	,	,	PUNCT
cet-13167	90	15	a	a	DET
cet-13167	90	16	device	device	NOUN
cet-13167	90	17	structure	structure	NOUN
cet-13167	90	18	was	be	AUX
cet-13167	90	19	proposed	propose	VERB
cet-13167	90	20	in	in	ADP
cet-13167	90	21	which	which	PRON
cet-13167	90	22	the	the	DET
cet-13167	90	23	shell	shell	ADJ
cet-13167	90	24	shape	shape	NOUN
cet-13167	90	25	was	be	AUX
cet-13167	90	26	ring	ring	NOUN
cet-13167	90	27	and	and	CCONJ
cet-13167	90	28	the	the	DET
cet-13167	90	29	reaction	reaction	NOUN
cet-13167	90	30	tubes	tube	NOUN
cet-13167	90	31	were	be	AUX
cet-13167	90	32	arranged	arrange	VERB
cet-13167	90	33	in	in	ADP
cet-13167	90	34	a	a	DET
cet-13167	90	35	circle	circle	NOUN
cet-13167	90	36	.	.	PUNCT
cet-13167	91	1	as	as	ADP
cet-13167	91	2	a	a	DET
cet-13167	91	3	result	result	NOUN
cet-13167	91	4	,	,	PUNCT
cet-13167	91	5	the	the	DET
cet-13167	91	6	temperature	temperature	NOUN
cet-13167	91	7	deviation	deviation	NOUN
cet-13167	91	8	of	of	ADP
cet-13167	91	9	the	the	DET
cet-13167	91	10	proposed	propose	VERB
cet-13167	91	11	device	device	NOUN
cet-13167	91	12	structure	structure	NOUN
cet-13167	91	13	was	be	AUX
cet-13167	91	14	1/5	1/5	NUM
cet-13167	91	15	of	of	ADP
cet-13167	91	16	that	that	PRON
cet-13167	91	17	of	of	ADP
cet-13167	91	18	the	the	DET
cet-13167	91	19	conventional	conventional	ADJ
cet-13167	91	20	device	device	NOUN
cet-13167	91	21	structure	structure	NOUN
cet-13167	91	22	.	.	PUNCT
cet-13167	92	1	nomenclature	nomenclature	NOUN
cet-13167	92	2	c	c	NOUN
cet-13167	92	3	–	–	PUNCT
cet-13167	92	4	concentration	concentration	NOUN
cet-13167	92	5	,	,	PUNCT
cet-13167	92	6	mol	mol	NOUN
cet-13167	92	7	/	/	SYM
cet-13167	92	8	m3	m3	PROPN
cet-13167	92	9	e	e	PROPN
cet-13167	92	10	–	–	PUNCT
cet-13167	92	11	activation	activation	NOUN
cet-13167	92	12	energy	energy	NOUN
cet-13167	92	13	,	,	PUNCT
cet-13167	92	14	kj	kj	PROPN
cet-13167	92	15	/	/	SYM
cet-13167	92	16	mol	mol	ADP
cet-13167	92	17	k	k	PROPN
cet-13167	92	18	–	–	PUNCT
cet-13167	92	19	reaction	reaction	NOUN
cet-13167	92	20	rate	rate	NOUN
cet-13167	92	21	constant	constant	ADJ
cet-13167	92	22	,	,	PUNCT
cet-13167	92	23	1	1	NUM
cet-13167	92	24	/	/	SYM
cet-13167	92	25	s	s	PART
cet-13167	92	26	r	r	NOUN
cet-13167	92	27	–	–	PUNCT
cet-13167	92	28	gas	gas	NOUN
cet-13167	92	29	constant	constant	NOUN
cet-13167	92	30	,	,	PUNCT
cet-13167	92	31	j	j	PROPN
cet-13167	92	32	/	/	SYM
cet-13167	92	33	mol	mol	PROPN
cet-13167	92	34	/	/	SYM
cet-13167	92	35	k	k	PROPN
cet-13167	92	36	r1	r1	PROPN
cet-13167	92	37	–	–	PUNCT
cet-13167	92	38	tube	tube	NOUN
cet-13167	92	39	inner	inner	ADJ
cet-13167	92	40	diameter	diameter	NOUN
cet-13167	92	41	,	,	PUNCT
cet-13167	92	42	mm	mm	PROPN
cet-13167	92	43	r2	r2	PROPN
cet-13167	92	44	–	–	PUNCT
cet-13167	92	45	tube	tube	NOUN
cet-13167	92	46	thickness	thickness	NOUN
cet-13167	92	47	,	,	PUNCT
cet-13167	92	48	mm	mm	PROPN
cet-13167	92	49	r3	r3	PROPN
cet-13167	92	50	–	–	PUNCT
cet-13167	92	51	double	double	ADJ
cet-13167	92	52	tube	tube	NOUN
cet-13167	92	53	gap	gap	NOUN
cet-13167	92	54	,	,	PUNCT
cet-13167	92	55	mm	mm	PROPN
cet-13167	92	56	t0	t0	PROPN
cet-13167	92	57	–	–	PUNCT
cet-13167	92	58	inlet	inlet	VERB
cet-13167	92	59	temperature	temperature	NOUN
cet-13167	92	60	of	of	ADP
cet-13167	92	61	the	the	DET
cet-13167	92	62	reactant	reactant	NOUN
cet-13167	92	63	,	,	PUNCT
cet-13167	92	64	k	k	PROPN
cet-13167	92	65	tc0	tc0	X
cet-13167	92	66	–	–	PUNCT
cet-13167	92	67	inlet	inlet	VERB
cet-13167	92	68	temperature	temperature	NOUN
cet-13167	92	69	of	of	ADP
cet-13167	92	70	the	the	DET
cet-13167	92	71	coolant	coolant	NOUN
cet-13167	92	72	,	,	PUNCT
cet-13167	92	73	k	k	PROPN
cet-13167	92	74	v0	v0	PROPN
cet-13167	92	75	–	–	PUNCT
cet-13167	92	76	inlet	inlet	VERB
cet-13167	92	77	linear	linear	ADJ
cet-13167	92	78	velocity	velocity	NOUN
cet-13167	92	79	of	of	ADP
cet-13167	92	80	the	the	DET
cet-13167	92	81	reactant	reactant	NOUN
cet-13167	92	82	,	,	PUNCT
cet-13167	92	83	m	m	PROPN
cet-13167	92	84	/	/	SYM
cet-13167	92	85	s	s	PART
cet-13167	92	86	vc0	vc0	PROPN
cet-13167	92	87	–	–	PUNCT
cet-13167	92	88	inlet	inlet	VERB
cet-13167	92	89	linear	linear	ADJ
cet-13167	92	90	velocity	velocity	NOUN
cet-13167	92	91	of	of	ADP
cet-13167	92	92	the	the	DET
cet-13167	92	93	coolant	coolant	NOUN
cet-13167	92	94	,	,	PUNCT
cet-13167	92	95	m	m	PROPN
cet-13167	92	96	/	/	SYM
cet-13167	92	97	s	s	PART
cet-13167	92	98	z	z	NOUN
cet-13167	92	99	–	–	PUNCT
cet-13167	92	100	tube	tube	NOUN
cet-13167	92	101	length	length	NOUN
cet-13167	92	102	,	,	PUNCT
cet-13167	92	103	mm	mm	PROPN
cet-13167	92	104	∆r𝐻𝑖	∆r𝐻𝑖	PROPN
cet-13167	92	105	°	°	PROPN
cet-13167	92	106	–	–	PUNCT
cet-13167	92	107	standard	standard	ADJ
cet-13167	92	108	reaction	reaction	NOUN
cet-13167	92	109	enthalpy	enthalpy	NOUN
cet-13167	92	110	,	,	PUNCT
cet-13167	92	111	kj	kj	PROPN
cet-13167	92	112	/	/	SYM
cet-13167	92	113	mol	mol	ADP
cet-13167	92	114	acknowledgments	acknowledgment	NOUN
cet-13167	92	115	this	this	DET
cet-13167	92	116	work	work	NOUN
cet-13167	92	117	was	be	AUX
cet-13167	92	118	partially	partially	ADV
cet-13167	92	119	supported	support	VERB
cet-13167	92	120	by	by	ADP
cet-13167	92	121	the	the	DET
cet-13167	92	122	grant	grant	NOUN
cet-13167	92	123	-	-	PUNCT
cet-13167	92	124	in	in	ADP
cet-13167	92	125	-	-	PUNCT
cet-13167	92	126	aid	aid	NOUN
cet-13167	92	127	for	for	ADP
cet-13167	92	128	scientific	scientific	ADJ
cet-13167	92	129	research	research	NOUN
cet-13167	92	130	(	(	PUNCT
cet-13167	92	131	c	c	NOUN
cet-13167	92	132	)	)	PUNCT
cet-13167	92	133	(	(	PUNCT
cet-13167	92	134	no	no	INTJ
cet-13167	92	135	.	.	NOUN
cet-13167	92	136	19k05140	19k05140	NUM
cet-13167	92	137	)	)	PUNCT
cet-13167	92	138	and	and	CCONJ
cet-13167	92	139	a	a	DET
cet-13167	92	140	project	project	NOUN
cet-13167	92	141	,	,	PUNCT
cet-13167	92	142	development	development	NOUN
cet-13167	92	143	of	of	ADP
cet-13167	92	144	continuous	continuous	ADJ
cet-13167	92	145	production	production	NOUN
cet-13167	92	146	and	and	CCONJ
cet-13167	92	147	process	process	NOUN
cet-13167	92	148	technologies	technology	NOUN
cet-13167	92	149	of	of	ADP
cet-13167	92	150	fine	fine	ADJ
cet-13167	92	151	chemicals	chemical	NOUN
cet-13167	92	152	,	,	PUNCT
cet-13167	92	153	commissioned	commission	VERB
cet-13167	92	154	by	by	ADP
cet-13167	92	155	the	the	DET
cet-13167	92	156	new	new	ADJ
cet-13167	92	157	energy	energy	NOUN
cet-13167	92	158	and	and	CCONJ
cet-13167	92	159	industrial	industrial	ADJ
cet-13167	92	160	technology	technology	NOUN
cet-13167	92	161	development	development	NOUN
cet-13167	92	162	organization	organization	NOUN
cet-13167	92	163	(	(	PUNCT
cet-13167	92	164	nedo	nedo	PROPN
cet-13167	92	165	)	)	PUNCT
cet-13167	92	166	.	.	PUNCT
cet-13167	93	1	references	reference	NOUN
cet-13167	93	2	dong	dong	PROPN
cet-13167	93	3	,	,	PUNCT
cet-13167	93	4	xu	xu	PROPN
cet-13167	94	1	x.	x.	PROPN
cet-13167	94	2	,	,	PUNCT
cet-13167	94	3	xu	xu	PROPN
cet-13167	94	4	b.	b.	PROPN
cet-13167	94	5	,	,	PUNCT
cet-13167	94	6	2017	2017	NUM
cet-13167	94	7	,	,	PUNCT
cet-13167	94	8	cfd	cfd	NOUN
cet-13167	94	9	analysis	analysis	NOUN
cet-13167	94	10	of	of	ADP
cet-13167	94	11	a	a	DET
cet-13167	94	12	novel	novel	ADJ
cet-13167	94	13	modular	modular	NOUN
cet-13167	94	14	manifold	manifold	NOUN
cet-13167	94	15	with	with	ADP
cet-13167	94	16	multi	multi	ADJ
cet-13167	94	17	-	-	ADJ
cet-13167	94	18	stage	stage	ADJ
cet-13167	94	19	channels	channel	NOUN
cet-13167	94	20	for	for	ADP
cet-13167	94	21	uniform	uniform	ADJ
cet-13167	94	22	air	air	NOUN
cet-13167	94	23	distribution	distribution	NOUN
cet-13167	94	24	in	in	ADP
cet-13167	94	25	a	a	DET
cet-13167	94	26	fuel	fuel	NOUN
cet-13167	94	27	cell	cell	NOUN
cet-13167	94	28	stack	stack	NOUN
cet-13167	94	29	,	,	PUNCT
cet-13167	95	1	appl	appl	PROPN
cet-13167	95	2	.	.	PROPN
cet-13167	95	3	therm	therm	PROPN
cet-13167	95	4	.	.	PUNCT
cet-13167	96	1	eng	eng	PROPN
cet-13167	96	2	.	.	PROPN
cet-13167	96	3	,	,	PUNCT
cet-13167	96	4	124	124	NUM
cet-13167	96	5	,	,	PUNCT
cet-13167	96	6	286	286	NUM
cet-13167	96	7	-	-	SYM
cet-13167	96	8	293	293	NUM
cet-13167	96	9	.	.	PUNCT
cet-13167	97	1	noishiki	noishiki	PROPN
cet-13167	97	2	k.	k.	PROPN
cet-13167	97	3	,	,	PUNCT
cet-13167	97	4	miwa	miwa	PROPN
cet-13167	97	5	y.	y.	PROPN
cet-13167	97	6	,	,	PUNCT
cet-13167	97	7	matsuoka	matsuoka	PROPN
cet-13167	97	8	r.	r.	PROPN
cet-13167	97	9	,	,	PUNCT
cet-13167	97	10	2013	2013	NUM
cet-13167	97	11	,	,	PUNCT
cet-13167	97	12	microchannel	microchannel	PROPN
cet-13167	97	13	reactor	reactor	NOUN
cet-13167	97	14	for	for	ADP
cet-13167	97	15	bulk	bulk	ADJ
cet-13167	97	16	chemical	chemical	NOUN
cet-13167	97	17	industry	industry	NOUN
cet-13167	97	18	,	,	PUNCT
cet-13167	97	19	kobe	kobe	PROPN
cet-13167	97	20	steel	steel	PROPN
cet-13167	97	21	engineering	engineering	PROPN
cet-13167	97	22	reports	report	NOUN
cet-13167	97	23	,	,	PUNCT
cet-13167	97	24	63(2	63(2	NUM
cet-13167	97	25	)	)	PUNCT
cet-13167	97	26	,	,	PUNCT
cet-13167	97	27	28	28	NUM
cet-13167	97	28	-	-	SYM
cet-13167	97	29	32	32	NUM
cet-13167	97	30	.	.	PUNCT
cet-13167	98	1	park	park	PROPN
cet-13167	98	2	y.j	y.j	PROPN
cet-13167	98	3	.	.	PROPN
cet-13167	98	4	,	,	PUNCT
cet-13167	98	5	yu	yu	PROPN
cet-13167	98	6	t.	t.	PROPN
cet-13167	98	7	,	,	PUNCT
cet-13167	98	8	yim	yim	PROPN
cet-13167	98	9	s.j	s.j	PROPN
cet-13167	98	10	.	.	PROPN
cet-13167	98	11	,	,	PUNCT
cet-13167	98	12	you	you	PRON
cet-13167	98	13	d.	d.	PROPN
cet-13167	98	14	,	,	PUNCT
cet-13167	98	15	kim	kim	PROPN
cet-13167	98	16	d.p	d.p	PROPN
cet-13167	98	17	.	.	PROPN
cet-13167	98	18	,	,	PUNCT
cet-13167	98	19	2018	2018	NUM
cet-13167	98	20	,	,	PUNCT
cet-13167	98	21	a	a	DET
cet-13167	98	22	3d	3d	NOUN
cet-13167	98	23	-	-	PUNCT
cet-13167	98	24	printed	print	VERB
cet-13167	98	25	flow	flow	NOUN
cet-13167	98	26	distributor	distributor	NOUN
cet-13167	98	27	with	with	ADP
cet-13167	98	28	uniform	uniform	ADJ
cet-13167	98	29	flow	flow	NOUN
cet-13167	98	30	rate	rate	NOUN
cet-13167	98	31	control	control	NOUN
cet-13167	98	32	for	for	ADP
cet-13167	98	33	multi	multi	ADJ
cet-13167	98	34	-	-	ADJ
cet-13167	98	35	stacked	stacked	ADJ
cet-13167	98	36	microfluidic	microfluidic	ADJ
cet-13167	98	37	systems	system	NOUN
cet-13167	98	38	,	,	PUNCT
cet-13167	98	39	lab	lab	NOUN
cet-13167	98	40	chip	chip	NOUN
cet-13167	98	41	,	,	PUNCT
cet-13167	98	42	18	18	NUM
cet-13167	98	43	,	,	PUNCT
cet-13167	98	44	1250	1250	NUM
cet-13167	98	45	-	-	SYM
cet-13167	98	46	1258	1258	NUM
cet-13167	98	47	.	.	PUNCT
cet-13167	99	1	rebrov	rebrov	PROPN
cet-13167	99	2	e.v	e.v	PROPN
cet-13167	99	3	.	.	PROPN
cet-13167	99	4	,	,	PUNCT
cet-13167	99	5	ismagilov	ismagilov	PROPN
cet-13167	99	6	i.z	i.z	PROPN
cet-13167	99	7	.	.	PROPN
cet-13167	99	8	,	,	PUNCT
cet-13167	99	9	ekatpure	ekatpure	PROPN
cet-13167	99	10	r.p	r.p	PROPN
cet-13167	99	11	.	.	PROPN
cet-13167	99	12	,	,	PUNCT
cet-13167	99	13	de	de	X
cet-13167	99	14	croon	croon	PROPN
cet-13167	99	15	m.h.j.m	m.h.j.m	PROPN
cet-13167	99	16	.	.	PROPN
cet-13167	99	17	,	,	PUNCT
cet-13167	99	18	schouten	schouten	PROPN
cet-13167	99	19	j.c	j.c	PROPN
cet-13167	99	20	.	.	PROPN
cet-13167	99	21	,	,	PUNCT
cet-13167	99	22	2007	2007	NUM
cet-13167	99	23	,	,	PUNCT
cet-13167	99	24	header	header	NOUN
cet-13167	99	25	design	design	NOUN
cet-13167	99	26	for	for	ADP
cet-13167	99	27	flow	flow	NOUN
cet-13167	99	28	equalization	equalization	NOUN
cet-13167	99	29	in	in	ADP
cet-13167	99	30	microstructured	microstructured	ADJ
cet-13167	99	31	reactors	reactor	NOUN
cet-13167	99	32	,	,	PUNCT
cet-13167	99	33	aiche	aiche	PROPN
cet-13167	99	34	j.	j.	PROPN
cet-13167	99	35	,	,	PUNCT
cet-13167	99	36	53	53	NUM
cet-13167	99	37	,	,	PUNCT
cet-13167	99	38	28	28	NUM
cet-13167	99	39	-	-	SYM
cet-13167	99	40	38	38	NUM
cet-13167	99	41	.	.	PUNCT
cet-13167	100	1	shen	shen	PROPN
cet-13167	100	2	q.	q.	PROPN
cet-13167	100	3	,	,	PUNCT
cet-13167	100	4	zhang	zhang	PROPN
cet-13167	100	5	c.	c.	PROPN
cet-13167	100	6	,	,	PUNCT
cet-13167	100	7	tahir	tahir	PROPN
cet-13167	100	8	m.f	m.f	PROPN
cet-13167	100	9	.	.	PROPN
cet-13167	100	10	,	,	PUNCT
cet-13167	100	11	jiang	jiang	PROPN
cet-13167	100	12	s.	s.	PROPN
cet-13167	100	13	,	,	PUNCT
cet-13167	100	14	zhu	zhu	PROPN
cet-13167	100	15	c.	c.	PROPN
cet-13167	100	16	,	,	PUNCT
cet-13167	100	17	ma	ma	PROPN
cet-13167	100	18	y.	y.	PROPN
cet-13167	100	19	,	,	PUNCT
cet-13167	100	20	fu	fu	PROPN
cet-13167	100	21	t.	t.	PROPN
cet-13167	100	22	,	,	PUNCT
cet-13167	100	23	2018	2018	NUM
cet-13167	100	24	,	,	PUNCT
cet-13167	100	25	numbering	numbering	NOUN
cet-13167	100	26	-	-	PUNCT
cet-13167	100	27	up	up	ADP
cet-13167	100	28	strategies	strategy	NOUN
cet-13167	100	29	of	of	ADP
cet-13167	100	30	micro	micro	ADJ
cet-13167	100	31	-	-	ADJ
cet-13167	100	32	chemical	chemical	ADJ
cet-13167	100	33	process	process	NOUN
cet-13167	100	34	:	:	PUNCT
cet-13167	100	35	uniformity	uniformity	NOUN
cet-13167	100	36	of	of	ADP
cet-13167	100	37	distribution	distribution	NOUN
cet-13167	100	38	of	of	ADP
cet-13167	100	39	multiphase	multiphase	NOUN
cet-13167	100	40	flow	flow	NOUN
cet-13167	100	41	in	in	ADP
cet-13167	100	42	parallel	parallel	ADJ
cet-13167	100	43	microchannels	microchannel	NOUN
cet-13167	100	44	,	,	PUNCT
cet-13167	100	45	chem	chem	NOUN
cet-13167	100	46	.	.	PUNCT
cet-13167	101	1	eng	eng	PROPN
cet-13167	101	2	.	.	PROPN
cet-13167	101	3	process	process	PROPN
cet-13167	101	4	.	.	PUNCT
cet-13167	102	1	,	,	PUNCT
cet-13167	102	2	132	132	NUM
cet-13167	102	3	,	,	PUNCT
cet-13167	102	4	148	148	NUM
cet-13167	102	5	-	-	SYM
cet-13167	102	6	159	159	NUM
cet-13167	102	7	.	.	PUNCT
cet-13167	103	1	su	su	PROPN
cet-13167	103	2	y.	y.	PROPN
cet-13167	103	3	,	,	PUNCT
cet-13167	103	4	kuijpers	kuijpers	PROPN
cet-13167	103	5	k.	k.	PROPN
cet-13167	103	6	,	,	PUNCT
cet-13167	103	7	hessel	hessel	PROPN
cet-13167	103	8	v.	v.	PROPN
cet-13167	103	9	,	,	PUNCT
cet-13167	103	10	noël	noël	PROPN
cet-13167	103	11	t.	t.	PROPN
cet-13167	103	12	,	,	PUNCT
cet-13167	103	13	2016	2016	NUM
cet-13167	103	14	,	,	PUNCT
cet-13167	103	15	a	a	DET
cet-13167	103	16	convenient	convenient	ADJ
cet-13167	103	17	numbering	numbering	NOUN
cet-13167	103	18	-	-	PUNCT
cet-13167	103	19	up	up	ADP
cet-13167	103	20	strategy	strategy	NOUN
cet-13167	103	21	for	for	ADP
cet-13167	103	22	the	the	DET
cet-13167	103	23	scale	scale	NOUN
cet-13167	103	24	-	-	PUNCT
cet-13167	103	25	up	up	NOUN
cet-13167	103	26	of	of	ADP
cet-13167	103	27	gas	gas	NOUN
cet-13167	103	28	-	-	PUNCT
cet-13167	103	29	liquid	liquid	ADJ
cet-13167	103	30	photoredox	photoredox	NOUN
cet-13167	103	31	catalysis	catalysis	NOUN
cet-13167	103	32	in	in	ADP
cet-13167	103	33	flow	flow	NOUN
cet-13167	103	34	,	,	PUNCT
cet-13167	103	35	react	react	ADJ
cet-13167	103	36	.	.	PUNCT
cet-13167	104	1	chem	chem	NOUN
cet-13167	104	2	.	.	PUNCT
cet-13167	105	1	eng	eng	PROPN
cet-13167	105	2	.	.	PROPN
cet-13167	105	3	,	,	PUNCT
cet-13167	105	4	1	1	NUM
cet-13167	105	5	,	,	PUNCT
cet-13167	105	6	73	73	NUM
cet-13167	105	7	-	-	SYM
cet-13167	105	8	81	81	NUM
cet-13167	105	9	.	.	PUNCT
cet-13167	106	1	tonomura	tonomura	PROPN
cet-13167	106	2	o.	o.	PROPN
cet-13167	106	3	,	,	PUNCT
cet-13167	106	4	noda	noda	PROPN
cet-13167	106	5	m.	m.	PROPN
cet-13167	106	6	,	,	PUNCT
cet-13167	106	7	hasebe	hasebe	PROPN
cet-13167	106	8	s.	s.	PROPN
cet-13167	106	9	,	,	PUNCT
cet-13167	106	10	2022	2022	NUM
cet-13167	106	11	,	,	PUNCT
cet-13167	106	12	shape	shape	NOUN
cet-13167	106	13	design	design	NOUN
cet-13167	106	14	of	of	ADP
cet-13167	106	15	channels	channel	NOUN
cet-13167	106	16	and	and	CCONJ
cet-13167	106	17	manifolds	manifold	NOUN
cet-13167	106	18	in	in	ADP
cet-13167	106	19	a	a	DET
cet-13167	106	20	multichannel	multichannel	ADJ
cet-13167	106	21	microreactor	microreactor	NOUN
cet-13167	106	22	using	use	VERB
cet-13167	106	23	thermal	thermal	ADJ
cet-13167	106	24	-	-	PUNCT
cet-13167	106	25	fluid	fluid	NOUN
cet-13167	106	26	compartment	compartment	NOUN
cet-13167	106	27	models	model	NOUN
cet-13167	106	28	,	,	PUNCT
cet-13167	106	29	front	front	NOUN
cet-13167	106	30	.	.	PUNCT
cet-13167	107	1	chem	chem	NOUN
cet-13167	107	2	.	.	PUNCT
cet-13167	108	1	eng	eng	PROPN
cet-13167	108	2	.	.	PUNCT
cet-13167	109	1	4:838336	4:838336	X
cet-13167	109	2	.	.	PUNCT
cet-13167	110	1	tonomura	tonomura	PROPN
cet-13167	110	2	o.	o.	PROPN
cet-13167	110	3	,	,	PUNCT
cet-13167	110	4	taniguchi	taniguchi	PROPN
cet-13167	110	5	s.	s.	PROPN
cet-13167	110	6	hata	hata	PROPN
cet-13167	110	7	k.	k.	PROPN
cet-13167	110	8	,	,	PUNCT
cet-13167	110	9	hasebe	hasebe	PROPN
cet-13167	110	10	s.	s.	PROPN
cet-13167	110	11	,	,	PUNCT
cet-13167	110	12	2019a	2019a	NUM
cet-13167	110	13	,	,	PUNCT
cet-13167	110	14	detection	detection	NOUN
cet-13167	110	15	of	of	ADP
cet-13167	110	16	multiple	multiple	ADJ
cet-13167	110	17	blockages	blockage	NOUN
cet-13167	110	18	in	in	ADP
cet-13167	110	19	parallelized	parallelized	ADJ
cet-13167	110	20	microreactors	microreactor	NOUN
cet-13167	110	21	,	,	PUNCT
cet-13167	110	22	chem	chem	NOUN
cet-13167	110	23	.	.	PUNCT
cet-13167	111	1	eng	eng	PROPN
cet-13167	111	2	.	.	PROPN
cet-13167	111	3	technol	technol	PROPN
cet-13167	111	4	.	.	PROPN
cet-13167	111	5	,	,	PUNCT
cet-13167	111	6	42	42	NUM
cet-13167	111	7	,	,	PUNCT
cet-13167	111	8	10	10	NUM
cet-13167	111	9	,	,	PUNCT
cet-13167	111	10	2171	2171	NUM
cet-13167	111	11	-	-	SYM
cet-13167	111	12	2178	2178	NUM
cet-13167	111	13	.	.	PUNCT
cet-13167	112	1	tonomura	tonomura	PROPN
cet-13167	112	2	o.	o.	PROPN
cet-13167	112	3	,	,	PUNCT
cet-13167	112	4	taniguchi	taniguchi	PROPN
cet-13167	112	5	s.	s.	PROPN
cet-13167	112	6	,	,	PUNCT
cet-13167	112	7	nishi	nishi	PROPN
cet-13167	112	8	k.	k.	PROPN
cet-13167	112	9	,	,	PUNCT
cet-13167	112	10	nagaki	nagaki	PROPN
cet-13167	112	11	a.	a.	PROPN
cet-13167	112	12	,	,	PUNCT
cet-13167	112	13	yoshida	yoshida	PROPN
cet-13167	112	14	j.	j.	PROPN
cet-13167	112	15	,	,	PUNCT
cet-13167	112	16	hirose	hirose	PROPN
cet-13167	112	17	k.	k.	PROPN
cet-13167	112	18	,	,	PUNCT
cet-13167	112	19	ishizuka	ishizuka	PROPN
cet-13167	112	20	n.	n.	PROPN
cet-13167	112	21	,	,	PUNCT
cet-13167	112	22	hasebe	hasebe	PROPN
cet-13167	112	23	s.	s.	PROPN
cet-13167	112	24	,	,	PUNCT
cet-13167	112	25	2019b	2019b	NUM
cet-13167	112	26	,	,	PUNCT
cet-13167	112	27	blockage	blockage	NOUN
cet-13167	112	28	detection	detection	NOUN
cet-13167	112	29	and	and	CCONJ
cet-13167	112	30	diagnosis	diagnosis	NOUN
cet-13167	112	31	of	of	ADP
cet-13167	112	32	externally	externally	ADV
cet-13167	112	33	parallelized	parallelize	VERB
cet-13167	112	34	monolithic	monolithic	ADJ
cet-13167	112	35	microreactors	microreactor	NOUN
cet-13167	112	36	,	,	PUNCT
cet-13167	112	37	catalysts	catalyst	NOUN
cet-13167	112	38	,	,	PUNCT
cet-13167	112	39	9	9	NUM
cet-13167	112	40	,	,	PUNCT
cet-13167	112	41	4	4	NUM
cet-13167	112	42	,	,	PUNCT
cet-13167	112	43	308	308	NUM
cet-13167	112	44	-	-	SYM
cet-13167	112	45	318	318	NUM
cet-13167	112	46	.	.	PUNCT
cet-13167	112	47	tsubogo	tsubogo	PROPN
cet-13167	112	48	t.	t.	PROPN
cet-13167	112	49	,	,	PUNCT
cet-13167	112	50	oyamada	oyamada	PROPN
cet-13167	112	51	h.	h.	PROPN
cet-13167	112	52	,	,	PUNCT
cet-13167	112	53	kobayashi	kobayashi	PROPN
cet-13167	112	54	s.	s.	PROPN
cet-13167	112	55	,	,	PUNCT
cet-13167	112	56	2015	2015	NUM
cet-13167	112	57	,	,	PUNCT
cet-13167	112	58	multistep	multistep	ADJ
cet-13167	112	59	continuous	continuous	ADJ
cet-13167	112	60	-	-	PUNCT
cet-13167	112	61	flow	flow	NOUN
cet-13167	112	62	synthesis	synthesis	NOUN
cet-13167	112	63	of	of	ADP
cet-13167	112	64	(	(	PUNCT
cet-13167	112	65	r)and	r)and	NOUN
cet-13167	112	66	(	(	PUNCT
cet-13167	112	67	s)-rolipram	s)-rolipram	PUNCT
cet-13167	112	68	using	use	VERB
cet-13167	112	69	heterogeneous	heterogeneous	ADJ
cet-13167	112	70	catalysts	catalyst	NOUN
cet-13167	112	71	,	,	PUNCT
cet-13167	112	72	nature	nature	NOUN
cet-13167	112	73	,	,	PUNCT
cet-13167	112	74	520	520	NUM
cet-13167	112	75	,	,	PUNCT
cet-13167	112	76	7547	7547	NUM
cet-13167	112	77	,	,	PUNCT
cet-13167	112	78	329	329	NUM
cet-13167	112	79	-	-	SYM
cet-13167	112	80	332	332	NUM
cet-13167	112	81	.	.	PUNCT
cet-13167	113	1	534	534	NUM
cet-13167	113	2	398segawa.pdf	398segawa.pdf	NUM
cet-13167	113	3	cfd	cfd	NOUN
cet-13167	113	4	-	-	PUNCT
cet-13167	113	5	based	base	VERB
cet-13167	113	6	design	design	NOUN
cet-13167	113	7	of	of	ADP
cet-13167	113	8	multi	multi	ADJ
cet-13167	113	9	-	-	ADJ
cet-13167	113	10	tube	tube	ADJ
cet-13167	113	11	heat	heat	NOUN
cet-13167	113	12	exchange	exchange	NOUN
cet-13167	113	13	type	type	NOUN
cet-13167	113	14	compact	compact	ADJ
cet-13167	113	15	reactor	reactor	NOUN