id	sid	tid	token	lemma	pos
cet-15002	1	1	doi	doi	NOUN
cet-15002	1	2	:	:	PUNCT
cet-15002	1	3	10.3303	10.3303	NUM
cet-15002	1	4	/	/	SYM
cet-15002	1	5	cet24114097	cet24114097	PROPN
cet-15002	1	6	paper	paper	NOUN
cet-15002	1	7	received	receive	VERB
cet-15002	1	8	:	:	PUNCT
cet-15002	1	9	2	2	NUM
cet-15002	1	10	june	june	PROPN
cet-15002	1	11	2024	2024	NUM
cet-15002	1	12	;	;	PUNCT
cet-15002	1	13	revised	revise	VERB
cet-15002	1	14	:	:	PUNCT
cet-15002	1	15	21	21	NUM
cet-15002	1	16	october	october	NOUN
cet-15002	1	17	2024	2024	NUM
cet-15002	1	18	;	;	PUNCT
cet-15002	1	19	accepted	accept	VERB
cet-15002	1	20	:	:	PUNCT
cet-15002	1	21	29	29	NUM
cet-15002	1	22	november	november	NOUN
cet-15002	1	23	2024	2024	NUM
cet-15002	1	24	please	please	INTJ
cet-15002	1	25	cite	cite	VERB
cet-15002	1	26	this	this	DET
cet-15002	1	27	article	article	NOUN
cet-15002	1	28	as	as	ADP
cet-15002	1	29	:	:	PUNCT
cet-15002	1	30	mappas	mappas	PROPN
cet-15002	1	31	v.k	v.k	PROPN
cet-15002	1	32	.	.	PROPN
cet-15002	1	33	,	,	PUNCT
cet-15002	1	34	dorneanu	dorneanu	PROPN
cet-15002	1	35	b.	b.	PROPN
cet-15002	1	36	,	,	PUNCT
cet-15002	1	37	heinzelmann	heinzelmann	PROPN
cet-15002	1	38	n.	n.	PROPN
cet-15002	1	39	,	,	PUNCT
cet-15002	1	40	arellano	arellano	PROPN
cet-15002	1	41	-	-	PUNCT
cet-15002	1	42	garcia	garcia	PROPN
cet-15002	1	43	h.	h.	PROPN
cet-15002	1	44	,	,	PUNCT
cet-15002	1	45	2024	2024	NUM
cet-15002	1	46	,	,	PUNCT
cet-15002	1	47	multiphase	multiphase	PROPN
cet-15002	1	48	catalytic	catalytic	ADJ
cet-15002	1	49	reactors	reactor	NOUN
cet-15002	1	50	:	:	PUNCT
cet-15002	1	51	a	a	DET
cet-15002	1	52	modular	modular	ADJ
cet-15002	1	53	approach	approach	NOUN
cet-15002	1	54	,	,	PUNCT
cet-15002	1	55	chemical	chemical	ADJ
cet-15002	1	56	engineering	engineering	NOUN
cet-15002	1	57	transactions	transaction	NOUN
cet-15002	1	58	,	,	PUNCT
cet-15002	1	59	114	114	NUM
cet-15002	1	60	,	,	PUNCT
cet-15002	1	61	577	577	NUM
cet-15002	1	62	-	-	SYM
cet-15002	1	63	582	582	NUM
cet-15002	1	64	doi:10.3303	doi:10.3303	NOUN
cet-15002	1	65	/	/	SYM
cet-15002	1	66	cet24114097	cet24114097	NOUN
cet-15002	1	67	chemical	chemical	PROPN
cet-15002	1	68	engineering	engineering	NOUN
cet-15002	1	69	transactions	transaction	NOUN
cet-15002	1	70	vol	vol	NOUN
cet-15002	1	71	.	.	PROPN
cet-15002	1	72	114	114	NUM
cet-15002	1	73	,	,	PUNCT
cet-15002	1	74	2024	2024	NUM
cet-15002	1	75	a	a	DET
cet-15002	1	76	publication	publication	NOUN
cet-15002	1	77	of	of	ADP
cet-15002	1	78	the	the	DET
cet-15002	1	79	italian	italian	ADJ
cet-15002	1	80	association	association	NOUN
cet-15002	1	81	of	of	ADP
cet-15002	1	82	chemical	chemical	PROPN
cet-15002	1	83	engineering	engineering	NOUN
cet-15002	1	84	online	online	ADV
cet-15002	1	85	at	at	ADP
cet-15002	1	86	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15002	1	87	guest	guest	NOUN
cet-15002	1	88	editors	editor	NOUN
cet-15002	1	89	:	:	PUNCT
cet-15002	1	90	petar	petar	PROPN
cet-15002	1	91	s.	s.	PROPN
cet-15002	1	92	varbanov	varbanov	PROPN
cet-15002	1	93	,	,	PUNCT
cet-15002	1	94	min	min	PROPN
cet-15002	1	95	zeng	zeng	PROPN
cet-15002	1	96	,	,	PUNCT
cet-15002	1	97	yee	yee	PROPN
cet-15002	1	98	van	van	PROPN
cet-15002	1	99	fan	fan	PROPN
cet-15002	1	100	,	,	PUNCT
cet-15002	1	101	xuechao	xuechao	PROPN
cet-15002	1	102	wang	wang	PROPN
cet-15002	1	103	copyright	copyright	PROPN
cet-15002	1	104	©	©	PROPN
cet-15002	1	105	2024	2024	NUM
cet-15002	1	106	,	,	PUNCT
cet-15002	1	107	aidic	aidic	ADJ
cet-15002	1	108	servizi	servizi	PROPN
cet-15002	1	109	s.r.l	s.r.l	NOUN
cet-15002	1	110	.	.	PUNCT
cet-15002	2	1	isbn	isbn	PROPN
cet-15002	2	2	979	979	NUM
cet-15002	2	3	-	-	SYM
cet-15002	2	4	12	12	NUM
cet-15002	2	5	-	-	PUNCT
cet-15002	2	6	81206	81206	NUM
cet-15002	2	7	-	-	SYM
cet-15002	2	8	12	12	NUM
cet-15002	2	9	-	-	SYM
cet-15002	2	10	0	0	NUM
cet-15002	2	11	;	;	PUNCT
cet-15002	2	12	issn	issn	PROPN
cet-15002	2	13	2283	2283	NUM
cet-15002	2	14	-	-	SYM
cet-15002	2	15	9216	9216	NUM
cet-15002	2	16	multiphase	multiphase	NOUN
cet-15002	2	17	catalytic	catalytic	ADJ
cet-15002	2	18	reactors	reactor	NOUN
cet-15002	2	19	:	:	PUNCT
cet-15002	2	20	a	a	DET
cet-15002	2	21	modular	modular	ADJ
cet-15002	2	22	approach	approach	NOUN
cet-15002	2	23	vasileios	vasileio	NOUN
cet-15002	2	24	k.	k.	PROPN
cet-15002	2	25	mappas	mappas	PROPN
cet-15002	2	26	*	*	PROPN
cet-15002	2	27	,	,	PUNCT
cet-15002	2	28	bogdan	bogdan	PROPN
cet-15002	2	29	dornenu	dornenu	PROPN
cet-15002	2	30	,	,	PUNCT
cet-15002	2	31	norbert	norbert	PROPN
cet-15002	2	32	heinzelmann	heinzelmann	PROPN
cet-15002	2	33	,	,	PUNCT
cet-15002	2	34	harvey	harvey	NOUN
cet-15002	2	35	arellanogarcia	arellanogarcia	NOUN
cet-15002	2	36	ls	ls	PROPN
cet-15002	2	37	prozessund	prozessund	ADJ
cet-15002	2	38	anlagentechnik	anlagentechnik	NOUN
cet-15002	2	39	,	,	PUNCT
cet-15002	2	40	brandenburische	brandenburische	NOUN
cet-15002	2	41	technische	technische	PROPN
cet-15002	2	42	universitӓt	universitӓt	PROPN
cet-15002	2	43	cottbus	cottbus	PROPN
cet-15002	2	44	-	-	PUNCT
cet-15002	2	45	senftenberg	senftenberg	PROPN
cet-15002	2	46	(	(	PUNCT
cet-15002	2	47	btu	btu	NOUN
cet-15002	2	48	)	)	PUNCT
cet-15002	2	49	,	,	PUNCT
cet-15002	2	50	cottbus	cottbus	PROPN
cet-15002	2	51	,	,	PUNCT
cet-15002	2	52	brandenburg	brandenburg	PROPN
cet-15002	2	53	,	,	PUNCT
cet-15002	2	54	germany	germany	PROPN
cet-15002	2	55	mappas@b-tu.de	mappas@b-tu.de	PROPN
cet-15002	2	56	currently	currently	ADV
cet-15002	2	57	,	,	PUNCT
cet-15002	2	58	state	state	NOUN
cet-15002	2	59	-	-	PUNCT
cet-15002	2	60	of	of	ADP
cet-15002	2	61	-	-	PUNCT
cet-15002	2	62	the	the	DET
cet-15002	2	63	-	-	PUNCT
cet-15002	2	64	art	art	NOUN
cet-15002	2	65	approaches	approach	NOUN
cet-15002	2	66	to	to	ADP
cet-15002	2	67	simulating	simulate	VERB
cet-15002	2	68	the	the	DET
cet-15002	2	69	behaviour	behaviour	NOUN
cet-15002	2	70	of	of	ADP
cet-15002	2	71	trickle	trickle	NOUN
cet-15002	2	72	-	-	PUNCT
cet-15002	2	73	bed	bed	NOUN
cet-15002	2	74	reactors	reactor	NOUN
cet-15002	2	75	(	(	PUNCT
cet-15002	2	76	tbrs	tbrs	PROPN
cet-15002	2	77	)	)	PUNCT
cet-15002	2	78	have	have	AUX
cet-15002	2	79	focused	focus	VERB
cet-15002	2	80	solely	solely	ADV
cet-15002	2	81	on	on	ADP
cet-15002	2	82	methods	method	NOUN
cet-15002	2	83	requiring	require	VERB
cet-15002	2	84	high	high	ADJ
cet-15002	2	85	computational	computational	ADJ
cet-15002	2	86	time	time	NOUN
cet-15002	2	87	and	and	CCONJ
cet-15002	2	88	are	be	AUX
cet-15002	2	89	unable	unable	ADJ
cet-15002	2	90	to	to	PART
cet-15002	2	91	tackle	tackle	VERB
cet-15002	2	92	systems	system	NOUN
cet-15002	2	93	with	with	ADP
cet-15002	2	94	a	a	DET
cet-15002	2	95	large	large	ADJ
cet-15002	2	96	number	number	NOUN
cet-15002	2	97	of	of	ADP
cet-15002	2	98	particles	particle	NOUN
cet-15002	2	99	.	.	PUNCT
cet-15002	3	1	in	in	ADP
cet-15002	3	2	this	this	DET
cet-15002	3	3	work	work	NOUN
cet-15002	3	4	,	,	PUNCT
cet-15002	3	5	a	a	DET
cet-15002	3	6	modular	modular	ADJ
cet-15002	3	7	methodology	methodology	NOUN
cet-15002	3	8	based	base	VERB
cet-15002	3	9	on	on	ADP
cet-15002	3	10	a	a	DET
cet-15002	3	11	lagrangian	lagrangian	ADJ
cet-15002	3	12	approach	approach	NOUN
cet-15002	3	13	to	to	ADP
cet-15002	3	14	tbr	tbr	NOUN
cet-15002	3	15	modelling	modelling	NOUN
cet-15002	3	16	is	be	AUX
cet-15002	3	17	presented	present	VERB
cet-15002	3	18	,	,	PUNCT
cet-15002	3	19	which	which	PRON
cet-15002	3	20	overcomes	overcome	VERB
cet-15002	3	21	these	these	DET
cet-15002	3	22	drawbacks	drawback	NOUN
cet-15002	3	23	by	by	ADP
cet-15002	3	24	implementing	implement	VERB
cet-15002	3	25	a	a	DET
cet-15002	3	26	simulation	simulation	NOUN
cet-15002	3	27	framework	framework	NOUN
cet-15002	3	28	where	where	SCONJ
cet-15002	3	29	different	different	ADJ
cet-15002	3	30	modules	module	NOUN
cet-15002	3	31	are	be	AUX
cet-15002	3	32	interconnected	interconnected	ADJ
cet-15002	3	33	and	and	CCONJ
cet-15002	3	34	relevant	relevant	ADJ
cet-15002	3	35	information	information	NOUN
cet-15002	3	36	is	be	AUX
cet-15002	3	37	transferred	transfer	VERB
cet-15002	3	38	between	between	ADP
cet-15002	3	39	them	they	PRON
cet-15002	3	40	.	.	PUNCT
cet-15002	4	1	the	the	DET
cet-15002	4	2	novelty	novelty	NOUN
cet-15002	4	3	of	of	ADP
cet-15002	4	4	this	this	DET
cet-15002	4	5	framework	framework	NOUN
cet-15002	4	6	stems	stem	VERB
cet-15002	4	7	from	from	ADP
cet-15002	4	8	its	its	PRON
cet-15002	4	9	adaptable	adaptable	ADJ
cet-15002	4	10	configuration	configuration	NOUN
cet-15002	4	11	and	and	CCONJ
cet-15002	4	12	its	its	PRON
cet-15002	4	13	modular	modular	ADJ
cet-15002	4	14	and	and	CCONJ
cet-15002	4	15	unified	unified	ADJ
cet-15002	4	16	setup	setup	NOUN
cet-15002	4	17	,	,	PUNCT
cet-15002	4	18	enabling	enable	VERB
cet-15002	4	19	it	it	PRON
cet-15002	4	20	to	to	PART
cet-15002	4	21	accommodate	accommodate	VERB
cet-15002	4	22	both	both	DET
cet-15002	4	23	local	local	ADJ
cet-15002	4	24	and	and	CCONJ
cet-15002	4	25	global	global	ADJ
cet-15002	4	26	multiscale	multiscale	ADJ
cet-15002	4	27	events	event	NOUN
cet-15002	4	28	.	.	PUNCT
cet-15002	5	1	the	the	DET
cet-15002	5	2	proposed	propose	VERB
cet-15002	5	3	methodology	methodology	NOUN
cet-15002	5	4	includes	include	VERB
cet-15002	5	5	modules	module	NOUN
cet-15002	5	6	for	for	ADP
cet-15002	5	7	the	the	DET
cet-15002	5	8	packing	packing	NOUN
cet-15002	5	9	generation	generation	NOUN
cet-15002	5	10	,	,	PUNCT
cet-15002	5	11	liquid	liquid	ADJ
cet-15002	5	12	flow	flow	NOUN
cet-15002	5	13	simulation	simulation	NOUN
cet-15002	5	14	,	,	PUNCT
cet-15002	5	15	and	and	CCONJ
cet-15002	5	16	of	of	ADP
cet-15002	5	17	reaction	reaction	NOUN
cet-15002	5	18	system	system	NOUN
cet-15002	5	19	modelling	modelling	NOUN
cet-15002	5	20	within	within	ADP
cet-15002	5	21	the	the	DET
cet-15002	5	22	reactor	reactor	NOUN
cet-15002	5	23	.	.	PUNCT
cet-15002	6	1	to	to	PART
cet-15002	6	2	illustrate	illustrate	VERB
cet-15002	6	3	the	the	DET
cet-15002	6	4	procedure	procedure	NOUN
cet-15002	6	5	,	,	PUNCT
cet-15002	6	6	a	a	DET
cet-15002	6	7	case	case	NOUN
cet-15002	6	8	study	study	NOUN
cet-15002	6	9	is	be	AUX
cet-15002	6	10	discussed	discuss	VERB
cet-15002	6	11	while	while	SCONJ
cet-15002	6	12	demonstrating	demonstrate	VERB
cet-15002	6	13	the	the	DET
cet-15002	6	14	potential	potential	NOUN
cet-15002	6	15	of	of	ADP
cet-15002	6	16	the	the	DET
cet-15002	6	17	presented	present	VERB
cet-15002	6	18	approach	approach	NOUN
cet-15002	6	19	.	.	PUNCT
cet-15002	7	1	the	the	DET
cet-15002	7	2	results	result	NOUN
cet-15002	7	3	were	be	AUX
cet-15002	7	4	validated	validate	VERB
cet-15002	7	5	against	against	ADP
cet-15002	7	6	data	datum	NOUN
cet-15002	7	7	obtained	obtain	VERB
cet-15002	7	8	from	from	ADP
cet-15002	7	9	a	a	DET
cet-15002	7	10	purpose	purpose	NOUN
cet-15002	7	11	-	-	PUNCT
cet-15002	7	12	built	build	VERB
cet-15002	7	13	experimental	experimental	ADJ
cet-15002	7	14	setup	setup	NOUN
cet-15002	7	15	showing	show	VERB
cet-15002	7	16	good	good	ADJ
cet-15002	7	17	agreement	agreement	NOUN
cet-15002	7	18	.	.	PUNCT
cet-15002	8	1	the	the	DET
cet-15002	8	2	main	main	ADJ
cet-15002	8	3	advantages	advantage	NOUN
cet-15002	8	4	of	of	ADP
cet-15002	8	5	this	this	DET
cet-15002	8	6	approach	approach	NOUN
cet-15002	8	7	lie	lie	VERB
cet-15002	8	8	in	in	ADP
cet-15002	8	9	its	its	PRON
cet-15002	8	10	efficiency	efficiency	NOUN
cet-15002	8	11	,	,	PUNCT
cet-15002	8	12	the	the	DET
cet-15002	8	13	interrelation	interrelation	NOUN
cet-15002	8	14	between	between	ADP
cet-15002	8	15	different	different	ADJ
cet-15002	8	16	modules	module	NOUN
cet-15002	8	17	,	,	PUNCT
cet-15002	8	18	and	and	CCONJ
cet-15002	8	19	its	its	PRON
cet-15002	8	20	ability	ability	NOUN
cet-15002	8	21	to	to	PART
cet-15002	8	22	capture	capture	VERB
cet-15002	8	23	a	a	DET
cet-15002	8	24	wide	wide	ADJ
cet-15002	8	25	range	range	NOUN
cet-15002	8	26	of	of	ADP
cet-15002	8	27	information	information	NOUN
cet-15002	8	28	and	and	CCONJ
cet-15002	8	29	phenomena	phenomenon	NOUN
cet-15002	8	30	.	.	PUNCT
cet-15002	9	1	1	1	X
cet-15002	9	2	.	.	X
cet-15002	9	3	introduction	introduction	NOUN
cet-15002	9	4	catalytic	catalytic	ADJ
cet-15002	9	5	reactions	reaction	NOUN
cet-15002	9	6	are	be	AUX
cet-15002	9	7	the	the	DET
cet-15002	9	8	backbone	backbone	NOUN
cet-15002	9	9	of	of	ADP
cet-15002	9	10	various	various	ADJ
cet-15002	9	11	industrial	industrial	ADJ
cet-15002	9	12	applications	application	NOUN
cet-15002	9	13	,	,	PUNCT
cet-15002	9	14	including	include	VERB
cet-15002	9	15	chemical	chemical	NOUN
cet-15002	9	16	,	,	PUNCT
cet-15002	9	17	petrochemical	petrochemical	NOUN
cet-15002	9	18	,	,	PUNCT
cet-15002	9	19	and	and	CCONJ
cet-15002	9	20	biochemical	biochemical	ADJ
cet-15002	9	21	processes	process	NOUN
cet-15002	9	22	.	.	PUNCT
cet-15002	10	1	specifically	specifically	ADV
cet-15002	10	2	,	,	PUNCT
cet-15002	10	3	trickle	trickle	VERB
cet-15002	10	4	bed	bed	NOUN
cet-15002	10	5	reactors	reactor	NOUN
cet-15002	10	6	(	(	PUNCT
cet-15002	10	7	tbrs	tbrs	PROPN
cet-15002	10	8	)	)	PUNCT
cet-15002	10	9	are	be	AUX
cet-15002	10	10	widely	widely	ADV
cet-15002	10	11	employed	employ	VERB
cet-15002	10	12	for	for	ADP
cet-15002	10	13	a	a	DET
cet-15002	10	14	broad	broad	ADJ
cet-15002	10	15	class	class	NOUN
cet-15002	10	16	of	of	ADP
cet-15002	10	17	catalytic	catalytic	ADJ
cet-15002	10	18	reactions	reaction	NOUN
cet-15002	10	19	,	,	PUNCT
cet-15002	10	20	including	include	VERB
cet-15002	10	21	hydrogenation	hydrogenation	NOUN
cet-15002	10	22	,	,	PUNCT
cet-15002	10	23	oxidation	oxidation	NOUN
cet-15002	10	24	,	,	PUNCT
cet-15002	10	25	and	and	CCONJ
cet-15002	10	26	alkylation	alkylation	NOUN
cet-15002	10	27	,	,	PUNCT
cet-15002	10	28	and	and	CCONJ
cet-15002	10	29	are	be	AUX
cet-15002	10	30	the	the	DET
cet-15002	10	31	most	most	ADV
cet-15002	10	32	commonly	commonly	ADV
cet-15002	10	33	used	use	VERB
cet-15002	10	34	type	type	NOUN
cet-15002	10	35	of	of	ADP
cet-15002	10	36	multiphase	multiphase	NOUN
cet-15002	10	37	reactors	reactor	NOUN
cet-15002	10	38	due	due	ADP
cet-15002	10	39	to	to	ADP
cet-15002	10	40	their	their	PRON
cet-15002	10	41	large	large	ADJ
cet-15002	10	42	surface	surface	NOUN
cet-15002	10	43	area	area	NOUN
cet-15002	10	44	,	,	PUNCT
cet-15002	10	45	low	low	ADJ
cet-15002	10	46	operational	operational	ADJ
cet-15002	10	47	cost	cost	NOUN
cet-15002	10	48	,	,	PUNCT
cet-15002	10	49	and	and	CCONJ
cet-15002	10	50	minimal	minimal	ADJ
cet-15002	10	51	catalyst	catalyst	NOUN
cet-15002	10	52	loss	loss	NOUN
cet-15002	10	53	(	(	PUNCT
cet-15002	10	54	azarpour	azarpour	NOUN
cet-15002	10	55	et	et	PROPN
cet-15002	10	56	al	al	PROPN
cet-15002	10	57	.	.	PROPN
cet-15002	10	58	,	,	PUNCT
cet-15002	10	59	2021	2021	NUM
cet-15002	10	60	)	)	PUNCT
cet-15002	10	61	.	.	PUNCT
cet-15002	11	1	despite	despite	SCONJ
cet-15002	11	2	the	the	DET
cet-15002	11	3	recent	recent	ADJ
cet-15002	11	4	advancements	advancement	NOUN
cet-15002	11	5	in	in	ADP
cet-15002	11	6	experimental	experimental	ADJ
cet-15002	11	7	techniques	technique	NOUN
cet-15002	11	8	and	and	CCONJ
cet-15002	11	9	computational	computational	ADJ
cet-15002	11	10	tools	tool	NOUN
cet-15002	11	11	,	,	PUNCT
cet-15002	11	12	understanding	understand	VERB
cet-15002	11	13	the	the	DET
cet-15002	11	14	microscopic	microscopic	ADJ
cet-15002	11	15	and	and	CCONJ
cet-15002	11	16	macroscopic	macroscopic	ADJ
cet-15002	11	17	phenomena	phenomenon	NOUN
cet-15002	11	18	during	during	ADP
cet-15002	11	19	tbr	tbr	NOUN
cet-15002	11	20	operation	operation	NOUN
cet-15002	11	21	still	still	ADV
cet-15002	11	22	poses	pose	VERB
cet-15002	11	23	significant	significant	ADJ
cet-15002	11	24	challenges	challenge	NOUN
cet-15002	11	25	.	.	PUNCT
cet-15002	12	1	factors	factor	NOUN
cet-15002	12	2	such	such	ADJ
cet-15002	12	3	as	as	ADP
cet-15002	12	4	catalyst	catalyst	NOUN
cet-15002	12	5	bed	bed	NOUN
cet-15002	12	6	specifications	specification	NOUN
cet-15002	12	7	(	(	PUNCT
cet-15002	12	8	e.g.	e.g.	ADV
cet-15002	12	9	,	,	PUNCT
cet-15002	12	10	particle	particle	NOUN
cet-15002	12	11	size	size	NOUN
cet-15002	12	12	and	and	CCONJ
cet-15002	12	13	bed	bed	NOUN
cet-15002	12	14	porosity	porosity	NOUN
cet-15002	12	15	)	)	PUNCT
cet-15002	12	16	,	,	PUNCT
cet-15002	12	17	flow	flow	VERB
cet-15002	12	18	distribution	distribution	NOUN
cet-15002	12	19	inside	inside	ADP
cet-15002	12	20	the	the	DET
cet-15002	12	21	reactor	reactor	NOUN
cet-15002	12	22	,	,	PUNCT
cet-15002	12	23	catalyst	catalyst	NOUN
cet-15002	12	24	wetting	wetting	NOUN
cet-15002	12	25	characteristics	characteristic	NOUN
cet-15002	12	26	,	,	PUNCT
cet-15002	12	27	various	various	ADJ
cet-15002	12	28	interphase	interphase	NOUN
cet-15002	12	29	and	and	CCONJ
cet-15002	12	30	interparticle	interparticle	NOUN
cet-15002	12	31	transport	transport	NOUN
cet-15002	12	32	,	,	PUNCT
cet-15002	12	33	reaction	reaction	NOUN
cet-15002	12	34	phenomena	phenomenon	NOUN
cet-15002	12	35	,	,	PUNCT
cet-15002	12	36	as	as	ADV
cet-15002	12	37	well	well	ADV
cet-15002	12	38	as	as	ADP
cet-15002	12	39	reaction	reaction	NOUN
cet-15002	12	40	kinetics	kinetic	NOUN
cet-15002	12	41	,	,	PUNCT
cet-15002	12	42	increase	increase	VERB
cet-15002	12	43	the	the	DET
cet-15002	12	44	complexity	complexity	NOUN
cet-15002	12	45	of	of	ADP
cet-15002	12	46	rigorous	rigorous	ADJ
cet-15002	12	47	tbr	tbr	NOUN
cet-15002	12	48	modelling	modelling	NOUN
cet-15002	12	49	(	(	PUNCT
cet-15002	12	50	srivastava	srivastava	PROPN
cet-15002	12	51	et	et	PROPN
cet-15002	12	52	al	al	PROPN
cet-15002	12	53	.	.	PROPN
cet-15002	12	54	,	,	PUNCT
cet-15002	12	55	2023	2023	NUM
cet-15002	12	56	)	)	PUNCT
cet-15002	12	57	.	.	PUNCT
cet-15002	13	1	in	in	ADP
cet-15002	13	2	the	the	DET
cet-15002	13	3	literature	literature	NOUN
cet-15002	13	4	,	,	PUNCT
cet-15002	13	5	empirical	empirical	ADJ
cet-15002	13	6	models	model	NOUN
cet-15002	13	7	or	or	CCONJ
cet-15002	13	8	computational	computational	ADJ
cet-15002	13	9	fluid	fluid	ADJ
cet-15002	13	10	dynamics	dynamic	NOUN
cet-15002	13	11	(	(	PUNCT
cet-15002	13	12	cfd	cfd	NOUN
cet-15002	13	13	)	)	PUNCT
cet-15002	13	14	simulations	simulation	NOUN
cet-15002	13	15	have	have	AUX
cet-15002	13	16	been	be	AUX
cet-15002	13	17	extensively	extensively	ADV
cet-15002	13	18	implemented	implement	VERB
cet-15002	13	19	to	to	PART
cet-15002	13	20	describe	describe	VERB
cet-15002	13	21	the	the	DET
cet-15002	13	22	system	system	NOUN
cet-15002	13	23	’s	’s	PART
cet-15002	13	24	behaviour	behaviour	NOUN
cet-15002	13	25	and	and	CCONJ
cet-15002	13	26	performance	performance	NOUN
cet-15002	13	27	(	(	PUNCT
cet-15002	13	28	jurtz	jurtz	NOUN
cet-15002	13	29	et	et	PROPN
cet-15002	13	30	al	al	PROPN
cet-15002	13	31	.	.	PROPN
cet-15002	13	32	,	,	PUNCT
cet-15002	13	33	2019	2019	NUM
cet-15002	13	34	)	)	PUNCT
cet-15002	13	35	.	.	PUNCT
cet-15002	14	1	empirical	empirical	ADJ
cet-15002	14	2	correlations	correlation	NOUN
cet-15002	14	3	,	,	PUNCT
cet-15002	14	4	derived	derive	VERB
cet-15002	14	5	from	from	ADP
cet-15002	14	6	experimental	experimental	ADJ
cet-15002	14	7	data	datum	NOUN
cet-15002	14	8	and	and	CCONJ
cet-15002	14	9	observations	observation	NOUN
cet-15002	14	10	,	,	PUNCT
cet-15002	14	11	are	be	AUX
cet-15002	14	12	used	use	VERB
cet-15002	14	13	to	to	PART
cet-15002	14	14	predict	predict	VERB
cet-15002	14	15	various	various	ADJ
cet-15002	14	16	quantities	quantity	NOUN
cet-15002	14	17	based	base	VERB
cet-15002	14	18	on	on	ADP
cet-15002	14	19	tbr	tbr	NOUN
cet-15002	14	20	performance	performance	NOUN
cet-15002	14	21	,	,	PUNCT
cet-15002	14	22	such	such	ADJ
cet-15002	14	23	as	as	ADP
cet-15002	14	24	mass	mass	ADJ
cet-15002	14	25	and	and	CCONJ
cet-15002	14	26	heat	heat	NOUN
cet-15002	14	27	transfer	transfer	NOUN
cet-15002	14	28	coefficients	coefficient	NOUN
cet-15002	14	29	,	,	PUNCT
cet-15002	14	30	liquid	liquid	ADJ
cet-15002	14	31	holdup	holdup	NOUN
cet-15002	14	32	and	and	CCONJ
cet-15002	14	33	pressure	pressure	NOUN
cet-15002	14	34	drop	drop	NOUN
cet-15002	14	35	.	.	PUNCT
cet-15002	15	1	however	however	ADV
cet-15002	15	2	,	,	PUNCT
cet-15002	15	3	the	the	DET
cet-15002	15	4	use	use	NOUN
cet-15002	15	5	of	of	ADP
cet-15002	15	6	these	these	DET
cet-15002	15	7	data	data	NOUN
cet-15002	15	8	-	-	PUNCT
cet-15002	15	9	based	base	VERB
cet-15002	15	10	models	model	NOUN
cet-15002	15	11	yields	yield	VERB
cet-15002	15	12	reliable	reliable	ADJ
cet-15002	15	13	results	result	NOUN
cet-15002	15	14	only	only	ADV
cet-15002	15	15	within	within	ADP
cet-15002	15	16	a	a	DET
cet-15002	15	17	specific	specific	ADJ
cet-15002	15	18	range	range	NOUN
cet-15002	15	19	of	of	ADP
cet-15002	15	20	operating	operating	NOUN
cet-15002	15	21	conditions	condition	NOUN
cet-15002	15	22	that	that	PRON
cet-15002	15	23	are	be	AUX
cet-15002	15	24	often	often	ADV
cet-15002	15	25	not	not	PART
cet-15002	15	26	valid	valid	ADJ
cet-15002	15	27	across	across	ADP
cet-15002	15	28	different	different	ADJ
cet-15002	15	29	reactor	reactor	NOUN
cet-15002	15	30	scales	scale	NOUN
cet-15002	15	31	or	or	CCONJ
cet-15002	15	32	operating	operating	NOUN
cet-15002	15	33	conditions	condition	NOUN
cet-15002	15	34	(	(	PUNCT
cet-15002	15	35	qi	qi	X
cet-15002	15	36	et	et	NOUN
cet-15002	15	37	al	al	PROPN
cet-15002	15	38	.	.	PROPN
cet-15002	15	39	,	,	PUNCT
cet-15002	15	40	2021	2021	NUM
cet-15002	15	41	)	)	PUNCT
cet-15002	15	42	.	.	PUNCT
cet-15002	16	1	cfd	cfd	NOUN
cet-15002	16	2	modelling	modelling	NOUN
cet-15002	16	3	is	be	AUX
cet-15002	16	4	a	a	DET
cet-15002	16	5	widely	widely	ADV
cet-15002	16	6	used	use	VERB
cet-15002	16	7	tool	tool	NOUN
cet-15002	16	8	for	for	ADP
cet-15002	16	9	simulating	simulate	VERB
cet-15002	16	10	and	and	CCONJ
cet-15002	16	11	comprehending	comprehend	VERB
cet-15002	16	12	the	the	DET
cet-15002	16	13	behaviour	behaviour	NOUN
cet-15002	16	14	of	of	ADP
cet-15002	16	15	the	the	DET
cet-15002	16	16	fluid	fluid	NOUN
cet-15002	16	17	inside	inside	ADP
cet-15002	16	18	catalytic	catalytic	ADJ
cet-15002	16	19	multiphase	multiphase	NOUN
cet-15002	16	20	reactors	reactor	NOUN
cet-15002	16	21	.	.	PUNCT
cet-15002	17	1	to	to	PART
cet-15002	17	2	perform	perform	VERB
cet-15002	17	3	a	a	DET
cet-15002	17	4	cfd	cfd	NOUN
cet-15002	17	5	simulation	simulation	NOUN
cet-15002	17	6	,	,	PUNCT
cet-15002	17	7	the	the	DET
cet-15002	17	8	following	follow	VERB
cet-15002	17	9	steps	step	NOUN
cet-15002	17	10	are	be	AUX
cet-15002	17	11	required	require	VERB
cet-15002	17	12	:	:	PUNCT
cet-15002	17	13	a	a	X
cet-15002	17	14	)	)	PUNCT
cet-15002	17	15	construction	construction	NOUN
cet-15002	17	16	of	of	ADP
cet-15002	17	17	the	the	DET
cet-15002	17	18	packing	packing	NOUN
cet-15002	17	19	geometry	geometry	NOUN
cet-15002	17	20	,	,	PUNCT
cet-15002	17	21	b	b	NOUN
cet-15002	17	22	)	)	PUNCT
cet-15002	17	23	selection	selection	NOUN
cet-15002	17	24	of	of	ADP
cet-15002	17	25	the	the	DET
cet-15002	17	26	mesh	mesh	NOUN
cet-15002	17	27	method	method	NOUN
cet-15002	17	28	,	,	PUNCT
cet-15002	17	29	c	c	NOUN
cet-15002	17	30	)	)	PUNCT
cet-15002	17	31	definition	definition	NOUN
cet-15002	17	32	of	of	ADP
cet-15002	17	33	boundary	boundary	ADJ
cet-15002	17	34	and	and	CCONJ
cet-15002	17	35	initial	initial	ADJ
cet-15002	17	36	conditions	condition	NOUN
cet-15002	17	37	,	,	PUNCT
cet-15002	17	38	and	and	CCONJ
cet-15002	17	39	d	d	X
cet-15002	17	40	)	)	PUNCT
cet-15002	17	41	solution	solution	NOUN
cet-15002	17	42	of	of	ADP
cet-15002	17	43	the	the	DET
cet-15002	17	44	navier	navier	NOUN
cet-15002	17	45	stokes	stoke	NOUN
cet-15002	17	46	(	(	PUNCT
cet-15002	17	47	ns	ns	NOUN
cet-15002	17	48	)	)	PUNCT
cet-15002	17	49	equations	equation	NOUN
cet-15002	17	50	(	(	PUNCT
cet-15002	17	51	zhang	zhang	X
cet-15002	17	52	et	et	PROPN
cet-15002	17	53	al	al	PROPN
cet-15002	17	54	.	.	PROPN
cet-15002	17	55	,	,	PUNCT
cet-15002	17	56	2013	2013	NUM
cet-15002	17	57	)	)	PUNCT
cet-15002	17	58	.	.	PUNCT
cet-15002	18	1	the	the	DET
cet-15002	18	2	main	main	ADJ
cet-15002	18	3	limitations	limitation	NOUN
cet-15002	18	4	of	of	ADP
cet-15002	18	5	this	this	DET
cet-15002	18	6	methodology	methodology	NOUN
cet-15002	18	7	include	include	VERB
cet-15002	18	8	high	high	ADJ
cet-15002	18	9	computational	computational	ADJ
cet-15002	18	10	burden	burden	NOUN
cet-15002	18	11	,	,	PUNCT
cet-15002	18	12	numerical	numerical	ADJ
cet-15002	18	13	instability	instability	NOUN
cet-15002	18	14	,	,	PUNCT
cet-15002	18	15	the	the	DET
cet-15002	18	16	use	use	NOUN
cet-15002	18	17	of	of	ADP
cet-15002	18	18	a	a	DET
cet-15002	18	19	small	small	ADJ
cet-15002	18	20	number	number	NOUN
cet-15002	18	21	of	of	ADP
cet-15002	18	22	catalytic	catalytic	ADJ
cet-15002	18	23	particles	particle	NOUN
cet-15002	18	24	,	,	PUNCT
cet-15002	18	25	and	and	CCONJ
cet-15002	18	26	the	the	DET
cet-15002	18	27	inability	inability	NOUN
cet-15002	18	28	to	to	PART
cet-15002	18	29	achieve	achieve	VERB
cet-15002	18	30	two	two	NUM
cet-15002	18	31	-	-	PUNCT
cet-15002	18	32	way	way	NOUN
cet-15002	18	33	communication	communication	NOUN
cet-15002	18	34	between	between	ADP
cet-15002	18	35	different	different	ADJ
cet-15002	18	36	scales	scale	NOUN
cet-15002	18	37	(	(	PUNCT
cet-15002	18	38	azarpour	azarpour	NOUN
cet-15002	18	39	et	et	PROPN
cet-15002	18	40	al	al	PROPN
cet-15002	18	41	.	.	PROPN
cet-15002	18	42	,	,	PUNCT
cet-15002	18	43	2021	2021	NUM
cet-15002	18	44	)	)	PUNCT
cet-15002	18	45	.	.	PUNCT
cet-15002	19	1	to	to	PART
cet-15002	19	2	conclude	conclude	VERB
cet-15002	19	3	,	,	PUNCT
cet-15002	19	4	state	state	NOUN
cet-15002	19	5	-	-	PUNCT
cet-15002	19	6	of	of	ADP
cet-15002	19	7	-	-	PUNCT
cet-15002	19	8	the	the	DET
cet-15002	19	9	-	-	PUNCT
cet-15002	19	10	art	art	NOUN
cet-15002	19	11	methods	method	NOUN
cet-15002	19	12	exhibit	exhibit	VERB
cet-15002	19	13	the	the	DET
cet-15002	19	14	following	following	ADJ
cet-15002	19	15	limitations	limitation	NOUN
cet-15002	19	16	:	:	PUNCT
cet-15002	19	17	577	577	NUM
cet-15002	19	18	•	•	NUM
cet-15002	19	19	important	important	ADJ
cet-15002	19	20	interactions	interaction	NOUN
cet-15002	19	21	between	between	ADP
cet-15002	19	22	the	the	DET
cet-15002	19	23	phases	phase	NOUN
cet-15002	19	24	and	and	CCONJ
cet-15002	19	25	catalytic	catalytic	ADJ
cet-15002	19	26	particles	particle	NOUN
cet-15002	19	27	are	be	AUX
cet-15002	19	28	not	not	PART
cet-15002	19	29	taken	take	VERB
cet-15002	19	30	into	into	ADP
cet-15002	19	31	consideration	consideration	NOUN
cet-15002	19	32	,	,	PUNCT
cet-15002	19	33	leading	lead	VERB
cet-15002	19	34	to	to	ADP
cet-15002	19	35	inaccurate	inaccurate	ADJ
cet-15002	19	36	results	result	NOUN
cet-15002	19	37	.	.	PUNCT
cet-15002	20	1	•	•	NUM
cet-15002	20	2	the	the	DET
cet-15002	20	3	local	local	ADJ
cet-15002	20	4	structure	structure	NOUN
cet-15002	20	5	of	of	ADP
cet-15002	20	6	the	the	DET
cet-15002	20	7	catalytic	catalytic	ADJ
cet-15002	20	8	packing	packing	NOUN
cet-15002	20	9	and	and	CCONJ
cet-15002	20	10	parameter	parameter	NOUN
cet-15002	20	11	uncertainty	uncertainty	NOUN
cet-15002	20	12	are	be	AUX
cet-15002	20	13	not	not	PART
cet-15002	20	14	fully	fully	ADV
cet-15002	20	15	considered	consider	VERB
cet-15002	20	16	,	,	PUNCT
cet-15002	20	17	which	which	PRON
cet-15002	20	18	affects	affect	VERB
cet-15002	20	19	the	the	DET
cet-15002	20	20	modelling	modelling	NOUN
cet-15002	20	21	and	and	CCONJ
cet-15002	20	22	behaviour	behaviour	NOUN
cet-15002	20	23	of	of	ADP
cet-15002	20	24	tbrs	tbrs	NOUN
cet-15002	20	25	.	.	PUNCT
cet-15002	21	1	•	•	NUM
cet-15002	21	2	cfd	cfd	NOUN
cet-15002	21	3	simulations	simulation	NOUN
cet-15002	21	4	require	require	VERB
cet-15002	21	5	high	high	ADJ
cet-15002	21	6	computational	computational	ADJ
cet-15002	21	7	effort	effort	NOUN
cet-15002	21	8	to	to	PART
cet-15002	21	9	solve	solve	VERB
cet-15002	21	10	systems	system	NOUN
cet-15002	21	11	with	with	ADP
cet-15002	21	12	a	a	DET
cet-15002	21	13	large	large	ADJ
cet-15002	21	14	number	number	NOUN
cet-15002	21	15	of	of	ADP
cet-15002	21	16	particles	particle	NOUN
cet-15002	21	17	(	(	PUNCT
cet-15002	21	18	>	>	NOUN
cet-15002	21	19	25,000	25,000	NUM
cet-15002	21	20	particles	particle	NOUN
cet-15002	21	21	)	)	PUNCT
cet-15002	21	22	.	.	PUNCT
cet-15002	22	1	therefore	therefore	ADV
cet-15002	22	2	,	,	PUNCT
cet-15002	22	3	there	there	PRON
cet-15002	22	4	is	be	VERB
cet-15002	22	5	a	a	DET
cet-15002	22	6	need	need	NOUN
cet-15002	22	7	to	to	PART
cet-15002	22	8	overcome	overcome	VERB
cet-15002	22	9	these	these	DET
cet-15002	22	10	disadvantages	disadvantage	NOUN
cet-15002	22	11	,	,	PUNCT
cet-15002	22	12	and	and	CCONJ
cet-15002	22	13	new	new	ADJ
cet-15002	22	14	approaches	approach	NOUN
cet-15002	22	15	to	to	ADP
cet-15002	22	16	the	the	DET
cet-15002	22	17	modelling	modelling	NOUN
cet-15002	22	18	of	of	ADP
cet-15002	22	19	tbrs	tbrs	NOUN
cet-15002	22	20	should	should	AUX
cet-15002	22	21	be	be	AUX
cet-15002	22	22	introduced	introduce	VERB
cet-15002	22	23	.	.	PUNCT
cet-15002	23	1	in	in	ADP
cet-15002	23	2	this	this	DET
cet-15002	23	3	work	work	NOUN
cet-15002	23	4	,	,	PUNCT
cet-15002	23	5	an	an	DET
cet-15002	23	6	intuitive	intuitive	ADJ
cet-15002	23	7	tool	tool	NOUN
cet-15002	23	8	for	for	ADP
cet-15002	23	9	the	the	DET
cet-15002	23	10	design	design	NOUN
cet-15002	23	11	and	and	CCONJ
cet-15002	23	12	analysis	analysis	NOUN
cet-15002	23	13	of	of	ADP
cet-15002	23	14	tbrs	tbrs	NOUN
cet-15002	23	15	operating	operate	VERB
cet-15002	23	16	in	in	ADP
cet-15002	23	17	the	the	DET
cet-15002	23	18	lowinteraction	lowinteraction	NOUN
cet-15002	23	19	regime	regime	NOUN
cet-15002	23	20	based	base	VERB
cet-15002	23	21	on	on	ADP
cet-15002	23	22	the	the	DET
cet-15002	23	23	local	local	ADJ
cet-15002	23	24	structure	structure	NOUN
cet-15002	23	25	of	of	ADP
cet-15002	23	26	the	the	DET
cet-15002	23	27	packed	packed	ADJ
cet-15002	23	28	bed	bed	NOUN
cet-15002	23	29	is	be	AUX
cet-15002	23	30	presented	present	VERB
cet-15002	23	31	.	.	PUNCT
cet-15002	24	1	the	the	DET
cet-15002	24	2	proposed	propose	VERB
cet-15002	24	3	algorithmic	algorithmic	ADJ
cet-15002	24	4	framework	framework	NOUN
cet-15002	24	5	is	be	AUX
cet-15002	24	6	modular	modular	ADJ
cet-15002	24	7	,	,	PUNCT
cet-15002	24	8	allowing	allow	VERB
cet-15002	24	9	for	for	ADP
cet-15002	24	10	seamless	seamless	ADJ
cet-15002	24	11	information	information	NOUN
cet-15002	24	12	transfer	transfer	NOUN
cet-15002	24	13	between	between	ADP
cet-15002	24	14	them	they	PRON
cet-15002	24	15	.	.	PUNCT
cet-15002	25	1	each	each	DET
cet-15002	25	2	module	module	NOUN
cet-15002	25	3	can	can	AUX
cet-15002	25	4	be	be	AUX
cet-15002	25	5	readily	readily	ADV
cet-15002	25	6	expanded	expand	VERB
cet-15002	25	7	to	to	PART
cet-15002	25	8	incorporate	incorporate	VERB
cet-15002	25	9	more	more	ADJ
cet-15002	25	10	representations	representation	NOUN
cet-15002	25	11	that	that	PRON
cet-15002	25	12	are	be	AUX
cet-15002	25	13	detailed	detail	VERB
cet-15002	25	14	.	.	PUNCT
cet-15002	26	1	2	2	X
cet-15002	26	2	.	.	X
cet-15002	26	3	solution	solution	NOUN
cet-15002	26	4	framework	framework	NOUN
cet-15002	26	5	description	description	NOUN
cet-15002	26	6	this	this	DET
cet-15002	26	7	section	section	NOUN
cet-15002	26	8	presents	present	VERB
cet-15002	26	9	the	the	DET
cet-15002	26	10	solution	solution	NOUN
cet-15002	26	11	framework	framework	NOUN
cet-15002	26	12	for	for	ADP
cet-15002	26	13	modelling	model	VERB
cet-15002	26	14	the	the	DET
cet-15002	26	15	behaviour	behaviour	NOUN
cet-15002	26	16	of	of	ADP
cet-15002	26	17	tbr	tbr	NOUN
cet-15002	26	18	.	.	PUNCT
cet-15002	27	1	it	it	PRON
cet-15002	27	2	is	be	AUX
cet-15002	27	3	organised	organise	VERB
cet-15002	27	4	into	into	ADP
cet-15002	27	5	three	three	NUM
cet-15002	27	6	sequential	sequential	ADJ
cet-15002	27	7	modules	module	NOUN
cet-15002	27	8	interconnected	interconnect	VERB
cet-15002	27	9	,	,	PUNCT
cet-15002	27	10	as	as	SCONJ
cet-15002	27	11	illustrated	illustrate	VERB
cet-15002	27	12	in	in	ADP
cet-15002	27	13	figure	figure	NOUN
cet-15002	27	14	1	1	NUM
cet-15002	27	15	.	.	PUNCT
cet-15002	27	16	initially	initially	ADV
cet-15002	27	17	,	,	PUNCT
cet-15002	27	18	the	the	DET
cet-15002	27	19	catalytic	catalytic	ADJ
cet-15002	27	20	packing	packing	NOUN
cet-15002	27	21	is	be	AUX
cet-15002	27	22	created	create	VERB
cet-15002	27	23	,	,	PUNCT
cet-15002	27	24	defining	define	VERB
cet-15002	27	25	the	the	DET
cet-15002	27	26	geometry	geometry	NOUN
cet-15002	27	27	of	of	ADP
cet-15002	27	28	the	the	DET
cet-15002	27	29	reactor	reactor	NOUN
cet-15002	27	30	and	and	CCONJ
cet-15002	27	31	the	the	DET
cet-15002	27	32	particle	particle	NOUN
cet-15002	27	33	morphology	morphology	NOUN
cet-15002	27	34	and	and	CCONJ
cet-15002	27	35	determining	determine	VERB
cet-15002	27	36	the	the	DET
cet-15002	27	37	packing	packing	NOUN
cet-15002	27	38	structure	structure	NOUN
cet-15002	27	39	along	along	ADP
cet-15002	27	40	with	with	ADP
cet-15002	27	41	its	its	PRON
cet-15002	27	42	axial	axial	ADJ
cet-15002	27	43	and	and	CCONJ
cet-15002	27	44	radial	radial	ADJ
cet-15002	27	45	porosity	porosity	NOUN
cet-15002	27	46	.	.	PUNCT
cet-15002	28	1	this	this	DET
cet-15002	28	2	information	information	NOUN
cet-15002	28	3	is	be	AUX
cet-15002	28	4	essential	essential	ADJ
cet-15002	28	5	for	for	ADP
cet-15002	28	6	the	the	DET
cet-15002	28	7	holdup	holdup	NOUN
cet-15002	28	8	calculation	calculation	NOUN
cet-15002	28	9	module	module	NOUN
cet-15002	28	10	,	,	PUNCT
cet-15002	28	11	which	which	PRON
cet-15002	28	12	computes	compute	VERB
cet-15002	28	13	the	the	DET
cet-15002	28	14	number	number	NOUN
cet-15002	28	15	of	of	ADP
cet-15002	28	16	contact	contact	NOUN
cet-15002	28	17	points	point	NOUN
cet-15002	28	18	and	and	CCONJ
cet-15002	28	19	the	the	DET
cet-15002	28	20	static	static	ADJ
cet-15002	28	21	holdup	holdup	NOUN
cet-15002	28	22	.	.	PUNCT
cet-15002	29	1	figure	figure	NOUN
cet-15002	29	2	1	1	NUM
cet-15002	29	3	:	:	PUNCT
cet-15002	29	4	schematic	schematic	ADJ
cet-15002	29	5	representation	representation	NOUN
cet-15002	29	6	of	of	ADP
cet-15002	29	7	the	the	DET
cet-15002	29	8	proposed	propose	VERB
cet-15002	29	9	framework	framework	NOUN
cet-15002	29	10	once	once	SCONJ
cet-15002	29	11	the	the	DET
cet-15002	29	12	bed	bed	NOUN
cet-15002	29	13	morphology	morphology	NOUN
cet-15002	29	14	is	be	AUX
cet-15002	29	15	established	establish	VERB
cet-15002	29	16	,	,	PUNCT
cet-15002	29	17	the	the	DET
cet-15002	29	18	hydrodynamic	hydrodynamic	ADJ
cet-15002	29	19	(	(	PUNCT
cet-15002	29	20	flow	flow	NOUN
cet-15002	29	21	simulation	simulation	NOUN
cet-15002	29	22	)	)	PUNCT
cet-15002	29	23	module	module	NOUN
cet-15002	29	24	is	be	AUX
cet-15002	29	25	employed	employ	VERB
cet-15002	29	26	to	to	PART
cet-15002	29	27	visualise	visualise	VERB
cet-15002	29	28	flow	flow	NOUN
cet-15002	29	29	patterns	pattern	NOUN
cet-15002	29	30	within	within	ADP
cet-15002	29	31	the	the	DET
cet-15002	29	32	reactor	reactor	NOUN
cet-15002	29	33	and	and	CCONJ
cet-15002	29	34	to	to	PART
cet-15002	29	35	compute	compute	VERB
cet-15002	29	36	the	the	DET
cet-15002	29	37	dynamic	dynamic	ADJ
cet-15002	29	38	holdup	holdup	NOUN
cet-15002	29	39	.	.	PUNCT
cet-15002	30	1	this	this	DET
cet-15002	30	2	calculation	calculation	NOUN
cet-15002	30	3	integrates	integrate	VERB
cet-15002	30	4	data	datum	NOUN
cet-15002	30	5	on	on	ADP
cet-15002	30	6	the	the	DET
cet-15002	30	7	physical	physical	ADJ
cet-15002	30	8	properties	property	NOUN
cet-15002	30	9	of	of	ADP
cet-15002	30	10	the	the	DET
cet-15002	30	11	liquid	liquid	NOUN
cet-15002	30	12	,	,	PUNCT
cet-15002	30	13	the	the	DET
cet-15002	30	14	bed	bed	NOUN
cet-15002	30	15	structure	structure	NOUN
cet-15002	30	16	from	from	ADP
cet-15002	30	17	the	the	DET
cet-15002	30	18	packing	packing	NOUN
cet-15002	30	19	generation	generation	NOUN
cet-15002	30	20	module	module	NOUN
cet-15002	30	21	,	,	PUNCT
cet-15002	30	22	and	and	CCONJ
cet-15002	30	23	contact	contact	NOUN
cet-15002	30	24	points	point	NOUN
cet-15002	30	25	.	.	PUNCT
cet-15002	31	1	lastly	lastly	ADV
cet-15002	31	2	,	,	PUNCT
cet-15002	31	3	the	the	DET
cet-15002	31	4	reaction	reaction	NOUN
cet-15002	31	5	module	module	NOUN
cet-15002	31	6	is	be	AUX
cet-15002	31	7	engaged	engage	VERB
cet-15002	31	8	during	during	ADP
cet-15002	31	9	catalytic	catalytic	ADJ
cet-15002	31	10	reactions	reaction	NOUN
cet-15002	31	11	to	to	PART
cet-15002	31	12	analyse	analyse	VERB
cet-15002	31	13	conversion	conversion	NOUN
cet-15002	31	14	and	and	CCONJ
cet-15002	31	15	concentration	concentration	NOUN
cet-15002	31	16	profiles	profile	NOUN
cet-15002	31	17	inside	inside	ADP
cet-15002	31	18	the	the	DET
cet-15002	31	19	tbr	tbr	NOUN
cet-15002	31	20	.	.	PUNCT
cet-15002	32	1	this	this	DET
cet-15002	32	2	assessment	assessment	NOUN
cet-15002	32	3	is	be	AUX
cet-15002	32	4	based	base	VERB
cet-15002	32	5	on	on	ADP
cet-15002	32	6	reaction	reaction	NOUN
cet-15002	32	7	kinetics	kinetic	NOUN
cet-15002	32	8	,	,	PUNCT
cet-15002	32	9	the	the	DET
cet-15002	32	10	rivulet	rivulet	NOUN
cet-15002	32	11	network	network	NOUN
cet-15002	32	12	,	,	PUNCT
cet-15002	32	13	and	and	CCONJ
cet-15002	32	14	the	the	DET
cet-15002	32	15	holdup	holdup	NOUN
cet-15002	32	16	information	information	NOUN
cet-15002	32	17	.	.	PUNCT
cet-15002	33	1	a	a	DET
cet-15002	33	2	detailed	detailed	ADJ
cet-15002	33	3	description	description	NOUN
cet-15002	33	4	of	of	ADP
cet-15002	33	5	each	each	DET
cet-15002	33	6	module	module	NOUN
cet-15002	33	7	within	within	ADP
cet-15002	33	8	the	the	DET
cet-15002	33	9	unified	unified	ADJ
cet-15002	33	10	framework	framework	NOUN
cet-15002	33	11	is	be	AUX
cet-15002	33	12	given	give	VERB
cet-15002	33	13	below	below	ADV
cet-15002	33	14	.	.	PUNCT
cet-15002	34	1	2.1	2.1	NUM
cet-15002	34	2	packing	packing	NOUN
cet-15002	34	3	generation	generation	NOUN
cet-15002	34	4	module	module	NOUN
cet-15002	34	5	in	in	ADP
cet-15002	34	6	the	the	DET
cet-15002	34	7	low	low	ADJ
cet-15002	34	8	-	-	PUNCT
cet-15002	34	9	interaction	interaction	NOUN
cet-15002	34	10	regime	regime	NOUN
cet-15002	34	11	,	,	PUNCT
cet-15002	34	12	liquid	liquid	ADJ
cet-15002	34	13	maldistribution	maldistribution	NOUN
cet-15002	34	14	occurs	occur	VERB
cet-15002	34	15	when	when	SCONJ
cet-15002	34	16	the	the	DET
cet-15002	34	17	liquid	liquid	ADJ
cet-15002	34	18	phase	phase	NOUN
cet-15002	34	19	poorly	poorly	ADV
cet-15002	34	20	irrigates	irrigate	VERB
cet-15002	34	21	some	some	DET
cet-15002	34	22	areas	area	NOUN
cet-15002	34	23	of	of	ADP
cet-15002	34	24	the	the	DET
cet-15002	34	25	catalytic	catalytic	ADJ
cet-15002	34	26	packing	packing	NOUN
cet-15002	34	27	.	.	PUNCT
cet-15002	35	1	this	this	PRON
cet-15002	35	2	is	be	AUX
cet-15002	35	3	one	one	NUM
cet-15002	35	4	of	of	ADP
cet-15002	35	5	the	the	DET
cet-15002	35	6	most	most	ADV
cet-15002	35	7	significant	significant	ADJ
cet-15002	35	8	factors	factor	NOUN
cet-15002	35	9	in	in	ADP
cet-15002	35	10	tbr	tbr	NOUN
cet-15002	35	11	operation	operation	NOUN
cet-15002	35	12	and	and	CCONJ
cet-15002	35	13	design	design	NOUN
cet-15002	35	14	(	(	PUNCT
cet-15002	35	15	suneja	suneja	ADV
cet-15002	35	16	and	and	CCONJ
cet-15002	35	17	roy	roy	PROPN
cet-15002	35	18	,	,	PUNCT
cet-15002	35	19	2023	2023	NUM
cet-15002	35	20	)	)	PUNCT
cet-15002	35	21	.	.	PUNCT
cet-15002	36	1	the	the	DET
cet-15002	36	2	variation	variation	NOUN
cet-15002	36	3	of	of	ADP
cet-15002	36	4	local	local	ADJ
cet-15002	36	5	structural	structural	ADJ
cet-15002	36	6	properties	property	NOUN
cet-15002	36	7	of	of	ADP
cet-15002	36	8	the	the	DET
cet-15002	36	9	packing	packing	NOUN
cet-15002	36	10	,	,	PUNCT
cet-15002	36	11	such	such	ADJ
cet-15002	36	12	as	as	ADP
cet-15002	36	13	the	the	DET
cet-15002	36	14	arrangement	arrangement	NOUN
cet-15002	36	15	of	of	ADP
cet-15002	36	16	particles	particle	NOUN
cet-15002	36	17	in	in	ADP
cet-15002	36	18	the	the	DET
cet-15002	36	19	catalytic	catalytic	ADJ
cet-15002	36	20	bed	bed	NOUN
cet-15002	36	21	and	and	CCONJ
cet-15002	36	22	packing	pack	VERB
cet-15002	36	23	density	density	NOUN
cet-15002	36	24	,	,	PUNCT
cet-15002	36	25	as	as	ADV
cet-15002	36	26	well	well	ADV
cet-15002	36	27	as	as	ADP
cet-15002	36	28	improper	improper	ADJ
cet-15002	36	29	initial	initial	ADJ
cet-15002	36	30	feed	feed	NOUN
cet-15002	36	31	distribution	distribution	NOUN
cet-15002	36	32	,	,	PUNCT
cet-15002	36	33	liquid	liquid	ADJ
cet-15002	36	34	properties	property	NOUN
cet-15002	36	35	,	,	PUNCT
cet-15002	36	36	or	or	CCONJ
cet-15002	36	37	reactor	reactor	NOUN
cet-15002	36	38	operational	operational	ADJ
cet-15002	36	39	conditions	condition	NOUN
cet-15002	36	40	,	,	PUNCT
cet-15002	36	41	can	can	AUX
cet-15002	36	42	significantly	significantly	ADV
cet-15002	36	43	influence	influence	VERB
cet-15002	36	44	the	the	DET
cet-15002	36	45	tbr	tbr	NOUN
cet-15002	36	46	performance	performance	NOUN
cet-15002	36	47	.	.	PUNCT
cet-15002	37	1	issues	issue	NOUN
cet-15002	37	2	such	such	ADJ
cet-15002	37	3	as	as	ADP
cet-15002	37	4	the	the	DET
cet-15002	37	5	existence	existence	NOUN
cet-15002	37	6	of	of	ADP
cet-15002	37	7	hot	hot	ADJ
cet-15002	37	8	spots	spot	NOUN
cet-15002	37	9	and	and	CCONJ
cet-15002	37	10	catalyst	catalyst	NOUN
cet-15002	37	11	deactivation	deactivation	NOUN
cet-15002	37	12	are	be	AUX
cet-15002	37	13	common	common	ADJ
cet-15002	37	14	consequences	consequence	NOUN
cet-15002	37	15	(	(	PUNCT
cet-15002	37	16	azarpour	azarpour	NOUN
cet-15002	37	17	et	et	PROPN
cet-15002	37	18	al	al	PROPN
cet-15002	37	19	.	.	PROPN
cet-15002	37	20	,	,	PUNCT
cet-15002	37	21	2021	2021	NUM
cet-15002	37	22	)	)	PUNCT
cet-15002	37	23	.	.	PUNCT
cet-15002	38	1	therefore	therefore	ADV
cet-15002	38	2	,	,	PUNCT
cet-15002	38	3	it	it	PRON
cet-15002	38	4	is	be	AUX
cet-15002	38	5	of	of	ADP
cet-15002	38	6	paramount	paramount	ADJ
cet-15002	38	7	importance	importance	NOUN
cet-15002	38	8	to	to	PART
cet-15002	38	9	understand	understand	VERB
cet-15002	38	10	the	the	DET
cet-15002	38	11	local	local	ADJ
cet-15002	38	12	structural	structural	ADJ
cet-15002	38	13	characteristics	characteristic	NOUN
cet-15002	38	14	of	of	ADP
cet-15002	38	15	the	the	DET
cet-15002	38	16	reactor	reactor	NOUN
cet-15002	38	17	’s	’s	PART
cet-15002	38	18	packing	packing	NOUN
cet-15002	38	19	.	.	PUNCT
cet-15002	39	1	in	in	ADP
cet-15002	39	2	this	this	DET
cet-15002	39	3	work	work	NOUN
cet-15002	39	4	,	,	PUNCT
cet-15002	39	5	an	an	DET
cet-15002	39	6	optimisation	optimisation	NOUN
cet-15002	39	7	approach	approach	NOUN
cet-15002	39	8	based	base	VERB
cet-15002	39	9	on	on	ADP
cet-15002	39	10	the	the	DET
cet-15002	39	11	rain	rain	NOUN
cet-15002	39	12	model	model	NOUN
cet-15002	39	13	is	be	AUX
cet-15002	39	14	introduced	introduce	VERB
cet-15002	39	15	.	.	PUNCT
cet-15002	40	1	initially	initially	ADV
cet-15002	40	2	,	,	PUNCT
cet-15002	40	3	a	a	DET
cet-15002	40	4	layer	layer	NOUN
cet-15002	40	5	of	of	ADP
cet-15002	40	6	particles	particle	NOUN
cet-15002	40	7	is	be	AUX
cet-15002	40	8	placed	place	VERB
cet-15002	40	9	at	at	ADP
cet-15002	40	10	the	the	DET
cet-15002	40	11	bottom	bottom	NOUN
cet-15002	40	12	of	of	ADP
cet-15002	40	13	the	the	DET
cet-15002	40	14	reactor	reactor	NOUN
cet-15002	40	15	,	,	PUNCT
cet-15002	40	16	while	while	SCONJ
cet-15002	40	17	the	the	DET
cet-15002	40	18	remaining	remain	VERB
cet-15002	40	19	particles	particle	NOUN
cet-15002	40	20	are	be	AUX
cet-15002	40	21	introduced	introduce	VERB
cet-15002	40	22	and	and	CCONJ
cet-15002	40	23	randomly	randomly	ADV
cet-15002	40	24	placed	place	VERB
cet-15002	40	25	within	within	ADP
cet-15002	40	26	the	the	DET
cet-15002	40	27	reactor	reactor	NOUN
cet-15002	40	28	’s	’s	PART
cet-15002	40	29	space	space	NOUN
cet-15002	40	30	.	.	PUNCT
cet-15002	41	1	after	after	ADP
cet-15002	41	2	this	this	DET
cet-15002	41	3	initial	initial	ADJ
cet-15002	41	4	placement	placement	NOUN
cet-15002	41	5	,	,	PUNCT
cet-15002	41	6	a	a	DET
cet-15002	41	7	compression	compression	NOUN
cet-15002	41	8	and	and	CCONJ
cet-15002	41	9	shaking	shake	VERB
cet-15002	41	10	algorithm	algorithm	NOUN
cet-15002	41	11	based	base	VERB
cet-15002	41	12	on	on	ADP
cet-15002	41	13	the	the	DET
cet-15002	41	14	monte	monte	PROPN
cet-15002	41	15	carlo	carlo	PROPN
cet-15002	41	16	approach	approach	NOUN
cet-15002	41	17	is	be	AUX
cet-15002	41	18	employed	employ	VERB
cet-15002	41	19	.	.	PUNCT
cet-15002	42	1	in	in	ADP
cet-15002	42	2	this	this	DET
cet-15002	42	3	algorithm	algorithm	NOUN
cet-15002	42	4	,	,	PUNCT
cet-15002	42	5	the	the	DET
cet-15002	42	6	particles	particle	NOUN
cet-15002	42	7	are	be	AUX
cet-15002	42	8	compressed	compress	VERB
cet-15002	42	9	in	in	ADP
cet-15002	42	10	the	the	DET
cet-15002	42	11	𝑧	𝑧	PRON
cet-15002	42	12	direction	direction	NOUN
cet-15002	42	13	and	and	CCONJ
cet-15002	42	14	adjusted	adjust	VERB
cet-15002	42	15	at	at	ADP
cet-15002	42	16	the	the	DET
cet-15002	42	17	𝑥	𝑥	PROPN
cet-15002	42	18	and	and	CCONJ
cet-15002	42	19	𝑦	𝑦	NOUN
cet-15002	42	20	coordinates	coordinate	NOUN
cet-15002	42	21	,	,	PUNCT
cet-15002	42	22	to	to	PART
cet-15002	42	23	obtain	obtain	VERB
cet-15002	42	24	more	more	ADV
cet-15002	42	25	accurate	accurate	ADJ
cet-15002	42	26	and	and	CCONJ
cet-15002	42	27	realistic	realistic	ADJ
cet-15002	42	28	packing	packing	NOUN
cet-15002	42	29	structures	structure	NOUN
cet-15002	42	30	with	with	ADP
cet-15002	42	31	a	a	DET
cet-15002	42	32	lower	low	ADJ
cet-15002	42	33	voidage	voidage	NOUN
cet-15002	42	34	compared	compare	VERB
cet-15002	42	35	to	to	ADP
cet-15002	42	36	existing	exist	VERB
cet-15002	42	37	methods	method	NOUN
cet-15002	42	38	.	.	PUNCT
cet-15002	43	1	additionally	additionally	ADV
cet-15002	43	2	,	,	PUNCT
cet-15002	43	3	supplementary	supplementary	ADJ
cet-15002	43	4	routines	routine	NOUN
cet-15002	43	5	are	be	AUX
cet-15002	43	6	implemented	implement	VERB
cet-15002	43	7	to	to	PART
cet-15002	43	8	check	check	VERB
cet-15002	43	9	the	the	DET
cet-15002	43	10	feasibility	feasibility	NOUN
cet-15002	43	11	of	of	ADP
cet-15002	43	12	the	the	DET
cet-15002	43	13	generated	generate	VERB
cet-15002	43	14	578	578	NUM
cet-15002	43	15	catalytic	catalytic	ADJ
cet-15002	43	16	bed	bed	NOUN
cet-15002	43	17	in	in	ADP
cet-15002	43	18	terms	term	NOUN
cet-15002	43	19	of	of	ADP
cet-15002	43	20	particle	particle	NOUN
cet-15002	43	21	placement	placement	NOUN
cet-15002	43	22	inside	inside	ADP
cet-15002	43	23	the	the	DET
cet-15002	43	24	reactor	reactor	NOUN
cet-15002	43	25	,	,	PUNCT
cet-15002	43	26	between	between	ADP
cet-15002	43	27	neighbouring	neighbouring	ADJ
cet-15002	43	28	particles	particle	NOUN
cet-15002	43	29	,	,	PUNCT
cet-15002	43	30	and	and	CCONJ
cet-15002	43	31	between	between	ADP
cet-15002	43	32	particles	particle	NOUN
cet-15002	43	33	and	and	CCONJ
cet-15002	43	34	the	the	DET
cet-15002	43	35	wall	wall	NOUN
cet-15002	43	36	.	.	PUNCT
cet-15002	44	1	after	after	ADP
cet-15002	44	2	constructing	construct	VERB
cet-15002	44	3	the	the	DET
cet-15002	44	4	packing	packing	NOUN
cet-15002	44	5	,	,	PUNCT
cet-15002	44	6	the	the	DET
cet-15002	44	7	proposed	propose	VERB
cet-15002	44	8	algorithm	algorithm	NOUN
cet-15002	44	9	generates	generate	VERB
cet-15002	44	10	global	global	ADJ
cet-15002	44	11	and	and	CCONJ
cet-15002	44	12	local	local	ADJ
cet-15002	44	13	geometric	geometric	ADJ
cet-15002	44	14	information	information	NOUN
cet-15002	44	15	,	,	PUNCT
cet-15002	44	16	including	include	VERB
cet-15002	44	17	the	the	DET
cet-15002	44	18	coordinates	coordinate	NOUN
cet-15002	44	19	of	of	ADP
cet-15002	44	20	each	each	DET
cet-15002	44	21	particle	particle	NOUN
cet-15002	44	22	and	and	CCONJ
cet-15002	44	23	the	the	DET
cet-15002	44	24	number	number	NOUN
cet-15002	44	25	of	of	ADP
cet-15002	44	26	contact	contact	NOUN
cet-15002	44	27	points	point	NOUN
cet-15002	44	28	between	between	ADP
cet-15002	44	29	particles	particle	NOUN
cet-15002	44	30	and	and	CCONJ
cet-15002	44	31	between	between	ADP
cet-15002	44	32	particles	particle	NOUN
cet-15002	44	33	and	and	CCONJ
cet-15002	44	34	the	the	DET
cet-15002	44	35	wall	wall	NOUN
cet-15002	44	36	,	,	PUNCT
cet-15002	44	37	which	which	PRON
cet-15002	44	38	are	be	AUX
cet-15002	44	39	available	available	ADJ
cet-15002	44	40	for	for	ADP
cet-15002	44	41	the	the	DET
cet-15002	44	42	computations	computation	NOUN
cet-15002	44	43	performed	perform	VERB
cet-15002	44	44	within	within	ADP
cet-15002	44	45	the	the	DET
cet-15002	44	46	hydrodynamics	hydrodynamic	NOUN
cet-15002	44	47	module	module	NOUN
cet-15002	44	48	.	.	PUNCT
cet-15002	45	1	the	the	DET
cet-15002	45	2	produced	produce	VERB
cet-15002	45	3	structure	structure	NOUN
cet-15002	45	4	of	of	ADP
cet-15002	45	5	the	the	DET
cet-15002	45	6	catalytic	catalytic	ADJ
cet-15002	45	7	bed	bed	NOUN
cet-15002	45	8	can	can	AUX
cet-15002	45	9	be	be	AUX
cet-15002	45	10	saved	save	VERB
cet-15002	45	11	and	and	CCONJ
cet-15002	45	12	reused	reuse	VERB
cet-15002	45	13	.	.	PUNCT
cet-15002	46	1	2.2	2.2	NUM
cet-15002	46	2	hydrodynamics	hydrodynamic	NOUN
cet-15002	46	3	module	module	NOUN
cet-15002	46	4	liquid	liquid	ADJ
cet-15002	46	5	flow	flow	NOUN
cet-15002	46	6	distribution	distribution	NOUN
cet-15002	46	7	is	be	AUX
cet-15002	46	8	a	a	DET
cet-15002	46	9	critical	critical	ADJ
cet-15002	46	10	aspect	aspect	NOUN
cet-15002	46	11	of	of	ADP
cet-15002	46	12	the	the	DET
cet-15002	46	13	design	design	NOUN
cet-15002	46	14	and	and	CCONJ
cet-15002	46	15	operation	operation	NOUN
cet-15002	46	16	of	of	ADP
cet-15002	46	17	tbrs	tbrs	NOUN
cet-15002	46	18	.	.	PUNCT
cet-15002	47	1	the	the	DET
cet-15002	47	2	flow	flow	NOUN
cet-15002	47	3	phenomena	phenomenon	NOUN
cet-15002	47	4	inside	inside	ADP
cet-15002	47	5	the	the	DET
cet-15002	47	6	reactor	reactor	NOUN
cet-15002	47	7	are	be	AUX
cet-15002	47	8	challenging	challenge	VERB
cet-15002	47	9	to	to	PART
cet-15002	47	10	describe	describe	VERB
cet-15002	47	11	and	and	CCONJ
cet-15002	47	12	predict	predict	VERB
cet-15002	47	13	due	due	ADP
cet-15002	47	14	to	to	ADP
cet-15002	47	15	the	the	DET
cet-15002	47	16	random	random	ADJ
cet-15002	47	17	pore	pore	ADJ
cet-15002	47	18	structure	structure	NOUN
cet-15002	47	19	within	within	ADP
cet-15002	47	20	the	the	DET
cet-15002	47	21	unit	unit	NOUN
cet-15002	47	22	(	(	PUNCT
cet-15002	47	23	azarpour	azarpour	NOUN
cet-15002	47	24	et	et	PROPN
cet-15002	47	25	al	al	PROPN
cet-15002	47	26	.	.	PROPN
cet-15002	47	27	,	,	PUNCT
cet-15002	47	28	2021	2021	NUM
cet-15002	47	29	)	)	PUNCT
cet-15002	47	30	.	.	PUNCT
cet-15002	48	1	when	when	SCONJ
cet-15002	48	2	the	the	DET
cet-15002	48	3	liquid	liquid	NOUN
cet-15002	48	4	enters	enter	VERB
cet-15002	48	5	the	the	DET
cet-15002	48	6	reactor	reactor	NOUN
cet-15002	48	7	and	and	CCONJ
cet-15002	48	8	flows	flow	VERB
cet-15002	48	9	through	through	ADP
cet-15002	48	10	the	the	DET
cet-15002	48	11	packing	packing	NOUN
cet-15002	48	12	,	,	PUNCT
cet-15002	48	13	the	the	DET
cet-15002	48	14	liquid	liquid	ADJ
cet-15002	48	15	holdup	holdup	NOUN
cet-15002	48	16	can	can	AUX
cet-15002	48	17	be	be	AUX
cet-15002	48	18	classified	classify	VERB
cet-15002	48	19	as	as	ADP
cet-15002	48	20	dynamic	dynamic	ADJ
cet-15002	48	21	and	and	CCONJ
cet-15002	48	22	static	static	ADJ
cet-15002	48	23	.	.	PUNCT
cet-15002	49	1	in	in	ADP
cet-15002	49	2	the	the	DET
cet-15002	49	3	static	static	ADJ
cet-15002	49	4	holdup	holdup	NOUN
cet-15002	49	5	,	,	PUNCT
cet-15002	49	6	the	the	DET
cet-15002	49	7	liquid	liquid	NOUN
cet-15002	49	8	can	can	AUX
cet-15002	49	9	be	be	AUX
cet-15002	49	10	trapped	trap	VERB
cet-15002	49	11	between	between	ADP
cet-15002	49	12	the	the	DET
cet-15002	49	13	contact	contact	NOUN
cet-15002	49	14	points	point	NOUN
cet-15002	49	15	of	of	ADP
cet-15002	49	16	particles	particle	NOUN
cet-15002	49	17	,	,	PUNCT
cet-15002	49	18	creating	create	VERB
cet-15002	49	19	pendular	pendular	ADJ
cet-15002	49	20	structures	structure	NOUN
cet-15002	49	21	and	and	CCONJ
cet-15002	49	22	liquid	liquid	ADJ
cet-15002	49	23	pockets	pocket	NOUN
cet-15002	49	24	.	.	PUNCT
cet-15002	50	1	in	in	ADP
cet-15002	50	2	the	the	DET
cet-15002	50	3	dynamic	dynamic	ADJ
cet-15002	50	4	holdup	holdup	NOUN
cet-15002	50	5	,	,	PUNCT
cet-15002	50	6	a	a	DET
cet-15002	50	7	liquid	liquid	ADJ
cet-15002	50	8	element	element	NOUN
cet-15002	50	9	can	can	AUX
cet-15002	50	10	appear	appear	VERB
cet-15002	50	11	as	as	ADP
cet-15002	50	12	rivulets	rivulet	NOUN
cet-15002	50	13	,	,	PUNCT
cet-15002	50	14	films	film	NOUN
cet-15002	50	15	or	or	CCONJ
cet-15002	50	16	single	single	ADJ
cet-15002	50	17	droplets	droplet	NOUN
cet-15002	50	18	(	(	PUNCT
cet-15002	50	19	srivastava	srivastava	PROPN
cet-15002	50	20	et	et	PROPN
cet-15002	50	21	al	al	PROPN
cet-15002	50	22	.	.	PROPN
cet-15002	50	23	,	,	PUNCT
cet-15002	50	24	2023	2023	NUM
cet-15002	50	25	)	)	PUNCT
cet-15002	50	26	.	.	PUNCT
cet-15002	51	1	in	in	ADP
cet-15002	51	2	the	the	DET
cet-15002	51	3	proposed	propose	VERB
cet-15002	51	4	scheme	scheme	NOUN
cet-15002	51	5	,	,	PUNCT
cet-15002	51	6	a	a	DET
cet-15002	51	7	lagrangian	lagrangian	ADJ
cet-15002	51	8	approach	approach	NOUN
cet-15002	51	9	is	be	AUX
cet-15002	51	10	introduced	introduce	VERB
cet-15002	51	11	to	to	PART
cet-15002	51	12	simulate	simulate	VERB
cet-15002	51	13	the	the	DET
cet-15002	51	14	liquid	liquid	ADJ
cet-15002	51	15	flow	flow	NOUN
cet-15002	51	16	distribution	distribution	NOUN
cet-15002	51	17	based	base	VERB
cet-15002	51	18	on	on	ADP
cet-15002	51	19	bed	bed	NOUN
cet-15002	51	20	morphology	morphology	NOUN
cet-15002	51	21	.	.	PUNCT
cet-15002	52	1	this	this	DET
cet-15002	52	2	method	method	NOUN
cet-15002	52	3	tracks	track	VERB
cet-15002	52	4	individual	individual	ADJ
cet-15002	52	5	fluid	fluid	NOUN
cet-15002	52	6	particles	particle	NOUN
cet-15002	52	7	or	or	CCONJ
cet-15002	52	8	elements	element	NOUN
cet-15002	52	9	in	in	ADP
cet-15002	52	10	a	a	DET
cet-15002	52	11	three	three	NUM
cet-15002	52	12	-	-	PUNCT
cet-15002	52	13	dimensional	dimensional	ADJ
cet-15002	52	14	liquid	liquid	ADJ
cet-15002	52	15	distribution	distribution	NOUN
cet-15002	52	16	network	network	NOUN
cet-15002	52	17	inside	inside	ADP
cet-15002	52	18	the	the	DET
cet-15002	52	19	packing	packing	NOUN
cet-15002	52	20	,	,	PUNCT
cet-15002	52	21	where	where	SCONJ
cet-15002	52	22	discrete	discrete	ADJ
cet-15002	52	23	models	model	NOUN
cet-15002	52	24	represent	represent	VERB
cet-15002	52	25	the	the	DET
cet-15002	52	26	liquid	liquid	ADJ
cet-15002	52	27	flow	flow	NOUN
cet-15002	52	28	as	as	ADP
cet-15002	52	29	a	a	DET
cet-15002	52	30	sum	sum	NOUN
cet-15002	52	31	of	of	ADP
cet-15002	52	32	single	single	ADJ
cet-15002	52	33	discrete	discrete	ADJ
cet-15002	52	34	liquid	liquid	ADJ
cet-15002	52	35	elements	element	NOUN
cet-15002	52	36	at	at	ADP
cet-15002	52	37	the	the	DET
cet-15002	52	38	particle	particle	NOUN
cet-15002	52	39	scale	scale	NOUN
cet-15002	52	40	(	(	PUNCT
cet-15002	52	41	schwidder	schwidder	NOUN
cet-15002	52	42	and	and	CCONJ
cet-15002	52	43	schnitzlein	schnitzlein	PROPN
cet-15002	52	44	,	,	PUNCT
cet-15002	52	45	2010	2010	NUM
cet-15002	52	46	)	)	PUNCT
cet-15002	52	47	.	.	PUNCT
cet-15002	53	1	as	as	SCONJ
cet-15002	53	2	the	the	DET
cet-15002	53	3	liquid	liquid	ADJ
cet-15002	53	4	elements	element	NOUN
cet-15002	53	5	move	move	VERB
cet-15002	53	6	through	through	ADP
cet-15002	53	7	the	the	DET
cet-15002	53	8	reactor	reactor	NOUN
cet-15002	53	9	's	's	PART
cet-15002	53	10	height	height	NOUN
cet-15002	53	11	,	,	PUNCT
cet-15002	53	12	they	they	PRON
cet-15002	53	13	can	can	AUX
cet-15002	53	14	undergo	undergo	VERB
cet-15002	53	15	different	different	ADJ
cet-15002	53	16	actions	action	NOUN
cet-15002	53	17	,	,	PUNCT
cet-15002	53	18	such	such	ADJ
cet-15002	53	19	as	as	ADP
cet-15002	53	20	rolling	roll	VERB
cet-15002	53	21	,	,	PUNCT
cet-15002	53	22	splitting	splitting	NOUN
cet-15002	53	23	,	,	PUNCT
cet-15002	53	24	or	or	CCONJ
cet-15002	53	25	coalescing	coalescing	NOUN
cet-15002	53	26	(	(	PUNCT
cet-15002	53	27	schwidder	schwidder	NOUN
cet-15002	53	28	and	and	CCONJ
cet-15002	53	29	schnitzlein	schnitzlein	PROPN
cet-15002	53	30	,	,	PUNCT
cet-15002	53	31	2012	2012	NUM
cet-15002	53	32	)	)	PUNCT
cet-15002	53	33	.	.	PUNCT
cet-15002	54	1	the	the	DET
cet-15002	54	2	behaviour	behaviour	NOUN
cet-15002	54	3	of	of	ADP
cet-15002	54	4	each	each	DET
cet-15002	54	5	discretized	discretized	ADJ
cet-15002	54	6	liquid	liquid	ADJ
cet-15002	54	7	element	element	NOUN
cet-15002	54	8	is	be	AUX
cet-15002	54	9	primarily	primarily	ADV
cet-15002	54	10	influenced	influence	VERB
cet-15002	54	11	by	by	ADP
cet-15002	54	12	the	the	DET
cet-15002	54	13	physical	physical	ADJ
cet-15002	54	14	properties	property	NOUN
cet-15002	54	15	of	of	ADP
cet-15002	54	16	the	the	DET
cet-15002	54	17	liquid	liquid	ADJ
cet-15002	54	18	–	–	PUNCT
cet-15002	54	19	solid	solid	ADJ
cet-15002	54	20	system	system	NOUN
cet-15002	54	21	and	and	CCONJ
cet-15002	54	22	,	,	PUNCT
cet-15002	54	23	to	to	ADP
cet-15002	54	24	a	a	DET
cet-15002	54	25	small	small	ADJ
cet-15002	54	26	extent	extent	NOUN
cet-15002	54	27	,	,	PUNCT
cet-15002	54	28	by	by	ADP
cet-15002	54	29	random	random	ADJ
cet-15002	54	30	actions	action	NOUN
cet-15002	54	31	to	to	PART
cet-15002	54	32	accurately	accurately	ADV
cet-15002	54	33	capture	capture	VERB
cet-15002	54	34	the	the	DET
cet-15002	54	35	flow	flow	NOUN
cet-15002	54	36	within	within	ADP
cet-15002	54	37	the	the	DET
cet-15002	54	38	reactor	reactor	NOUN
cet-15002	54	39	’s	’s	PART
cet-15002	54	40	bed	bed	NOUN
cet-15002	54	41	morphology	morphology	NOUN
cet-15002	54	42	(	(	PUNCT
cet-15002	54	43	schwidder	schwidder	NOUN
cet-15002	54	44	and	and	CCONJ
cet-15002	54	45	schnitzlein	schnitzlein	PROPN
cet-15002	54	46	,	,	PUNCT
cet-15002	54	47	2012	2012	NUM
cet-15002	54	48	)	)	PUNCT
cet-15002	54	49	.	.	PUNCT
cet-15002	55	1	irregular	irregular	ADJ
cet-15002	55	2	and	and	CCONJ
cet-15002	55	3	complex	complex	ADJ
cet-15002	55	4	particle	particle	NOUN
cet-15002	55	5	geometries	geometry	NOUN
cet-15002	55	6	can	can	AUX
cet-15002	55	7	be	be	AUX
cet-15002	55	8	handled	handle	VERB
cet-15002	55	9	with	with	ADP
cet-15002	55	10	ease	ease	NOUN
cet-15002	55	11	by	by	ADP
cet-15002	55	12	tracking	track	VERB
cet-15002	55	13	the	the	DET
cet-15002	55	14	movement	movement	NOUN
cet-15002	55	15	and	and	CCONJ
cet-15002	55	16	interactions	interaction	NOUN
cet-15002	55	17	of	of	ADP
cet-15002	55	18	fluid	fluid	ADJ
cet-15002	55	19	elements	element	NOUN
cet-15002	55	20	within	within	ADP
cet-15002	55	21	the	the	DET
cet-15002	55	22	void	void	ADJ
cet-15002	55	23	spaces	space	NOUN
cet-15002	55	24	between	between	ADP
cet-15002	55	25	the	the	DET
cet-15002	55	26	particles	particle	NOUN
cet-15002	55	27	of	of	ADP
cet-15002	55	28	the	the	DET
cet-15002	55	29	bed	bed	NOUN
cet-15002	55	30	.	.	PUNCT
cet-15002	56	1	in	in	ADP
cet-15002	56	2	this	this	DET
cet-15002	56	3	approach	approach	NOUN
cet-15002	56	4	,	,	PUNCT
cet-15002	56	5	assumptions	assumption	NOUN
cet-15002	56	6	of	of	ADP
cet-15002	56	7	complete	complete	ADJ
cet-15002	56	8	mixing	mixing	NOUN
cet-15002	56	9	in	in	ADP
cet-15002	56	10	cavities	cavity	NOUN
cet-15002	56	11	and	and	CCONJ
cet-15002	56	12	displacement	displacement	NOUN
cet-15002	56	13	in	in	ADP
cet-15002	56	14	the	the	DET
cet-15002	56	15	channels	channel	NOUN
cet-15002	56	16	connecting	connect	VERB
cet-15002	56	17	these	these	DET
cet-15002	56	18	cavities	cavity	NOUN
cet-15002	56	19	are	be	AUX
cet-15002	56	20	applied	apply	VERB
cet-15002	56	21	.	.	PUNCT
cet-15002	57	1	the	the	DET
cet-15002	57	2	dynamic	dynamic	ADJ
cet-15002	57	3	holdup	holdup	NOUN
cet-15002	57	4	is	be	AUX
cet-15002	57	5	obtained	obtain	VERB
cet-15002	57	6	by	by	ADP
cet-15002	57	7	summing	sum	VERB
cet-15002	57	8	over	over	ADP
cet-15002	57	9	all	all	DET
cet-15002	57	10	the	the	DET
cet-15002	57	11	discrete	discrete	ADJ
cet-15002	57	12	liquid	liquid	ADJ
cet-15002	57	13	elements	element	NOUN
cet-15002	57	14	within	within	ADP
cet-15002	57	15	the	the	DET
cet-15002	57	16	packing	packing	NOUN
cet-15002	57	17	.	.	PUNCT
cet-15002	58	1	the	the	DET
cet-15002	58	2	same	same	ADJ
cet-15002	58	3	network	network	NOUN
cet-15002	58	4	is	be	AUX
cet-15002	58	5	used	use	VERB
cet-15002	58	6	to	to	PART
cet-15002	58	7	obtain	obtain	VERB
cet-15002	58	8	the	the	DET
cet-15002	58	9	mixing	mixing	NOUN
cet-15002	58	10	characteristics	characteristic	NOUN
cet-15002	58	11	of	of	ADP
cet-15002	58	12	liquid	liquid	ADJ
cet-15002	58	13	flow	flow	NOUN
cet-15002	58	14	inside	inside	ADP
cet-15002	58	15	the	the	DET
cet-15002	58	16	catalytic	catalytic	ADJ
cet-15002	58	17	bed	bed	NOUN
cet-15002	58	18	.	.	PUNCT
cet-15002	59	1	specifically	specifically	ADV
cet-15002	59	2	,	,	PUNCT
cet-15002	59	3	the	the	DET
cet-15002	59	4	rivulets	rivulet	NOUN
cet-15002	59	5	that	that	PRON
cet-15002	59	6	flow	flow	VERB
cet-15002	59	7	on	on	ADP
cet-15002	59	8	the	the	DET
cet-15002	59	9	particle	particle	NOUN
cet-15002	59	10	surface	surface	NOUN
cet-15002	59	11	and	and	CCONJ
cet-15002	59	12	the	the	DET
cet-15002	59	13	trapped	trap	VERB
cet-15002	59	14	liquid	liquid	NOUN
cet-15002	59	15	within	within	ADP
cet-15002	59	16	the	the	DET
cet-15002	59	17	inter	inter	ADJ
cet-15002	59	18	-	-	ADJ
cet-15002	59	19	particle	particle	ADJ
cet-15002	59	20	spaces	space	NOUN
cet-15002	59	21	constitute	constitute	VERB
cet-15002	59	22	the	the	DET
cet-15002	59	23	edges	edge	NOUN
cet-15002	59	24	and	and	CCONJ
cet-15002	59	25	vertices	vertex	NOUN
cet-15002	59	26	of	of	ADP
cet-15002	59	27	the	the	DET
cet-15002	59	28	network	network	NOUN
cet-15002	59	29	.	.	PUNCT
cet-15002	60	1	a	a	DET
cet-15002	60	2	continuous	continuous	ADJ
cet-15002	60	3	-	-	PUNCT
cet-15002	60	4	stirred	stir	VERB
cet-15002	60	5	tank	tank	NOUN
cet-15002	60	6	reactor	reactor	NOUN
cet-15002	60	7	(	(	PUNCT
cet-15002	60	8	cstr	cstr	NOUN
cet-15002	60	9	)	)	PUNCT
cet-15002	60	10	is	be	AUX
cet-15002	60	11	used	use	VERB
cet-15002	60	12	to	to	PART
cet-15002	60	13	describe	describe	VERB
cet-15002	60	14	the	the	DET
cet-15002	60	15	vertices	vertex	NOUN
cet-15002	60	16	,	,	PUNCT
cet-15002	60	17	while	while	SCONJ
cet-15002	60	18	the	the	DET
cet-15002	60	19	stagnant	stagnant	ADJ
cet-15002	60	20	liquid	liquid	NOUN
cet-15002	60	21	in	in	ADP
cet-15002	60	22	the	the	DET
cet-15002	60	23	interparticle	interparticle	NOUN
cet-15002	60	24	area	area	NOUN
cet-15002	60	25	is	be	AUX
cet-15002	60	26	modeled	model	VERB
cet-15002	60	27	as	as	ADP
cet-15002	60	28	a	a	DET
cet-15002	60	29	plug	plug	NOUN
cet-15002	60	30	flow	flow	NOUN
cet-15002	60	31	reactor	reactor	NOUN
cet-15002	60	32	(	(	PUNCT
cet-15002	60	33	pfr	pfr	NOUN
cet-15002	60	34	)	)	PUNCT
cet-15002	60	35	,	,	PUNCT
cet-15002	60	36	where	where	SCONJ
cet-15002	60	37	experimental	experimental	ADJ
cet-15002	60	38	measurements	measurement	NOUN
cet-15002	60	39	are	be	AUX
cet-15002	60	40	required	require	VERB
cet-15002	60	41	to	to	PART
cet-15002	60	42	calculate	calculate	VERB
cet-15002	60	43	the	the	DET
cet-15002	60	44	reactor	reactor	NOUN
cet-15002	60	45	’s	’s	PART
cet-15002	60	46	characteristic	characteristic	ADJ
cet-15002	60	47	parameters	parameter	NOUN
cet-15002	60	48	(	(	PUNCT
cet-15002	60	49	schwidder	schwidder	VERB
cet-15002	60	50	and	and	CCONJ
cet-15002	60	51	schnitzlein	schnitzlein	PROPN
cet-15002	60	52	,	,	PUNCT
cet-15002	60	53	2012	2012	NUM
cet-15002	60	54	)	)	PUNCT
cet-15002	60	55	.	.	PUNCT
cet-15002	61	1	in	in	ADP
cet-15002	61	2	addition	addition	NOUN
cet-15002	61	3	to	to	ADP
cet-15002	61	4	simulating	simulate	VERB
cet-15002	61	5	the	the	DET
cet-15002	61	6	liquid	liquid	ADJ
cet-15002	61	7	flow	flow	NOUN
cet-15002	61	8	inside	inside	ADP
cet-15002	61	9	the	the	DET
cet-15002	61	10	reactor	reactor	NOUN
cet-15002	61	11	,	,	PUNCT
cet-15002	61	12	the	the	DET
cet-15002	61	13	hydrodynamic	hydrodynamic	ADJ
cet-15002	61	14	module	module	NOUN
cet-15002	61	15	determines	determine	VERB
cet-15002	61	16	the	the	DET
cet-15002	61	17	axial	axial	ADJ
cet-15002	61	18	and	and	CCONJ
cet-15002	61	19	radial	radial	ADJ
cet-15002	61	20	voidage	voidage	NOUN
cet-15002	61	21	distribution	distribution	NOUN
cet-15002	61	22	and	and	CCONJ
cet-15002	61	23	the	the	DET
cet-15002	61	24	local	local	ADJ
cet-15002	61	25	degree	degree	NOUN
cet-15002	61	26	of	of	ADP
cet-15002	61	27	wetting	wet	VERB
cet-15002	61	28	.	.	PUNCT
cet-15002	62	1	this	this	DET
cet-15002	62	2	representation	representation	NOUN
cet-15002	62	3	of	of	ADP
cet-15002	62	4	liquid	liquid	ADJ
cet-15002	62	5	flow	flow	NOUN
cet-15002	62	6	as	as	ADP
cet-15002	62	7	a	a	DET
cet-15002	62	8	set	set	NOUN
cet-15002	62	9	of	of	ADP
cet-15002	62	10	cstrs	cstrs	ADJ
cet-15002	62	11	and	and	CCONJ
cet-15002	62	12	pfrs	pfrs	NOUN
cet-15002	62	13	requires	require	VERB
cet-15002	62	14	less	less	ADV
cet-15002	62	15	computational	computational	ADJ
cet-15002	62	16	time	time	NOUN
cet-15002	62	17	compared	compare	VERB
cet-15002	62	18	to	to	ADP
cet-15002	62	19	cfd	cfd	NOUN
cet-15002	62	20	simulations	simulation	NOUN
cet-15002	62	21	.	.	PUNCT
cet-15002	63	1	overall	overall	ADV
cet-15002	63	2	,	,	PUNCT
cet-15002	63	3	the	the	DET
cet-15002	63	4	proposed	propose	VERB
cet-15002	63	5	representation	representation	NOUN
cet-15002	63	6	provides	provide	VERB
cet-15002	63	7	a	a	DET
cet-15002	63	8	detailed	detailed	ADJ
cet-15002	63	9	,	,	PUNCT
cet-15002	63	10	flexible	flexible	ADJ
cet-15002	63	11	and	and	CCONJ
cet-15002	63	12	accurate	accurate	ADJ
cet-15002	63	13	method	method	NOUN
cet-15002	63	14	for	for	ADP
cet-15002	63	15	modelling	model	VERB
cet-15002	63	16	the	the	DET
cet-15002	63	17	complex	complex	ADJ
cet-15002	63	18	dynamics	dynamic	NOUN
cet-15002	63	19	of	of	ADP
cet-15002	63	20	the	the	DET
cet-15002	63	21	tbrs	tbrs	NOUN
cet-15002	63	22	,	,	PUNCT
cet-15002	63	23	enabling	enable	VERB
cet-15002	63	24	better	well	ADJ
cet-15002	63	25	prediction	prediction	NOUN
cet-15002	63	26	and	and	CCONJ
cet-15002	63	27	optimisation	optimisation	NOUN
cet-15002	63	28	of	of	ADP
cet-15002	63	29	the	the	DET
cet-15002	63	30	reactor	reactor	NOUN
cet-15002	63	31	performance	performance	NOUN
cet-15002	63	32	.	.	PUNCT
cet-15002	64	1	2.3	2.3	NUM
cet-15002	64	2	reaction	reaction	NOUN
cet-15002	64	3	module	module	NOUN
cet-15002	64	4	one	one	NUM
cet-15002	64	5	of	of	ADP
cet-15002	64	6	the	the	DET
cet-15002	64	7	advantages	advantage	NOUN
cet-15002	64	8	of	of	ADP
cet-15002	64	9	tbrs	tbrs	NOUN
cet-15002	64	10	is	be	AUX
cet-15002	64	11	their	their	PRON
cet-15002	64	12	high	high	ADJ
cet-15002	64	13	conversion	conversion	NOUN
cet-15002	64	14	and	and	CCONJ
cet-15002	64	15	selectivity	selectivity	NOUN
cet-15002	64	16	due	due	ADP
cet-15002	64	17	to	to	ADP
cet-15002	64	18	low	low	ADJ
cet-15002	64	19	axial	axial	ADJ
cet-15002	64	20	dispersion	dispersion	NOUN
cet-15002	64	21	(	(	PUNCT
cet-15002	64	22	zhao	zhao	X
cet-15002	64	23	et	et	PROPN
cet-15002	64	24	al	al	PROPN
cet-15002	64	25	,	,	PUNCT
cet-15002	64	26	2020	2020	NUM
cet-15002	64	27	)	)	PUNCT
cet-15002	64	28	.	.	PUNCT
cet-15002	65	1	therefore	therefore	ADV
cet-15002	65	2	,	,	PUNCT
cet-15002	65	3	it	it	PRON
cet-15002	65	4	is	be	AUX
cet-15002	65	5	of	of	ADP
cet-15002	65	6	utmost	utmost	ADJ
cet-15002	65	7	importance	importance	NOUN
cet-15002	65	8	to	to	PART
cet-15002	65	9	quantify	quantify	VERB
cet-15002	65	10	and	and	CCONJ
cet-15002	65	11	examine	examine	VERB
cet-15002	65	12	the	the	DET
cet-15002	65	13	performance	performance	NOUN
cet-15002	65	14	of	of	ADP
cet-15002	65	15	the	the	DET
cet-15002	65	16	catalytic	catalytic	ADJ
cet-15002	65	17	reactor	reactor	NOUN
cet-15002	65	18	in	in	ADP
cet-15002	65	19	the	the	DET
cet-15002	65	20	low	low	ADJ
cet-15002	65	21	-	-	PUNCT
cet-15002	65	22	interaction	interaction	NOUN
cet-15002	65	23	regime	regime	NOUN
cet-15002	65	24	in	in	ADP
cet-15002	65	25	terms	term	NOUN
cet-15002	65	26	of	of	ADP
cet-15002	65	27	the	the	DET
cet-15002	65	28	reaction	reaction	NOUN
cet-15002	65	29	system	system	NOUN
cet-15002	65	30	.	.	PUNCT
cet-15002	66	1	the	the	DET
cet-15002	66	2	network	network	NOUN
cet-15002	66	3	of	of	ADP
cet-15002	66	4	reactors	reactor	NOUN
cet-15002	66	5	produced	produce	VERB
cet-15002	66	6	by	by	ADP
cet-15002	66	7	the	the	DET
cet-15002	66	8	hydrodynamics	hydrodynamic	NOUN
cet-15002	66	9	module	module	NOUN
cet-15002	66	10	,	,	PUNCT
cet-15002	66	11	along	along	ADP
cet-15002	66	12	with	with	ADP
cet-15002	66	13	the	the	DET
cet-15002	66	14	knowledge	knowledge	NOUN
cet-15002	66	15	of	of	ADP
cet-15002	66	16	the	the	DET
cet-15002	66	17	local	local	ADJ
cet-15002	66	18	degree	degree	NOUN
cet-15002	66	19	of	of	ADP
cet-15002	66	20	wetting	wetting	NOUN
cet-15002	66	21	and	and	CCONJ
cet-15002	66	22	the	the	DET
cet-15002	66	23	system	system	NOUN
cet-15002	66	24	’s	’s	PART
cet-15002	66	25	operating	operating	NOUN
cet-15002	66	26	conditions	condition	NOUN
cet-15002	66	27	,	,	PUNCT
cet-15002	66	28	form	form	VERB
cet-15002	66	29	the	the	DET
cet-15002	66	30	basis	basis	NOUN
cet-15002	66	31	for	for	ADP
cet-15002	66	32	the	the	DET
cet-15002	66	33	reaction	reaction	NOUN
cet-15002	66	34	module	module	NOUN
cet-15002	66	35	.	.	PUNCT
cet-15002	67	1	this	this	DET
cet-15002	67	2	module	module	NOUN
cet-15002	67	3	can	can	AUX
cet-15002	67	4	predict	predict	VERB
cet-15002	67	5	the	the	DET
cet-15002	67	6	conversion	conversion	NOUN
cet-15002	67	7	inside	inside	ADP
cet-15002	67	8	the	the	DET
cet-15002	67	9	reactor	reactor	NOUN
cet-15002	67	10	and	and	CCONJ
cet-15002	67	11	the	the	DET
cet-15002	67	12	residence	residence	NOUN
cet-15002	67	13	time	time	NOUN
cet-15002	67	14	distribution	distribution	NOUN
cet-15002	67	15	for	for	ADP
cet-15002	67	16	a	a	DET
cet-15002	67	17	given	give	VERB
cet-15002	67	18	heterogeneous	heterogeneous	ADJ
cet-15002	67	19	catalytic	catalytic	ADJ
cet-15002	67	20	system	system	NOUN
cet-15002	67	21	through	through	ADP
cet-15002	67	22	dynamic	dynamic	ADJ
cet-15002	67	23	mass	mass	NOUN
cet-15002	67	24	balances	balance	NOUN
cet-15002	67	25	(	(	PUNCT
cet-15002	67	26	schwidder	schwidder	VERB
cet-15002	67	27	and	and	CCONJ
cet-15002	67	28	schnitzlein	schnitzlein	PROPN
cet-15002	67	29	,	,	PUNCT
cet-15002	67	30	2012	2012	NUM
cet-15002	67	31	)	)	PUNCT
cet-15002	67	32	.	.	PUNCT
cet-15002	68	1	specifically	specifically	ADV
cet-15002	68	2	,	,	PUNCT
cet-15002	68	3	the	the	DET
cet-15002	68	4	user	user	NOUN
cet-15002	68	5	defines	define	VERB
cet-15002	68	6	the	the	DET
cet-15002	68	7	reaction	reaction	NOUN
cet-15002	68	8	kinetic	kinetic	NOUN
cet-15002	68	9	model	model	NOUN
cet-15002	68	10	for	for	ADP
cet-15002	68	11	the	the	DET
cet-15002	68	12	examined	examine	VERB
cet-15002	68	13	reaction	reaction	NOUN
cet-15002	68	14	system	system	NOUN
cet-15002	68	15	and	and	CCONJ
cet-15002	68	16	the	the	DET
cet-15002	68	17	corresponding	correspond	VERB
cet-15002	68	18	mass	mass	NOUN
cet-15002	68	19	transport	transport	NOUN
cet-15002	68	20	parameters	parameter	NOUN
cet-15002	68	21	,	,	PUNCT
cet-15002	68	22	which	which	PRON
cet-15002	68	23	are	be	AUX
cet-15002	68	24	calculated	calculate	VERB
cet-15002	68	25	by	by	ADP
cet-15002	68	26	experimental	experimental	ADJ
cet-15002	68	27	measurements	measurement	NOUN
cet-15002	68	28	.	.	PUNCT
cet-15002	69	1	an	an	DET
cet-15002	69	2	initial	initial	ADJ
cet-15002	69	3	demonstration	demonstration	NOUN
cet-15002	69	4	and	and	CCONJ
cet-15002	69	5	experimental	experimental	ADJ
cet-15002	69	6	validation	validation	NOUN
cet-15002	69	7	of	of	ADP
cet-15002	69	8	the	the	DET
cet-15002	69	9	proposed	propose	VERB
cet-15002	69	10	reaction	reaction	NOUN
cet-15002	69	11	module	module	NOUN
cet-15002	69	12	were	be	AUX
cet-15002	69	13	conducted	conduct	VERB
cet-15002	69	14	for	for	ADP
cet-15002	69	15	the	the	DET
cet-15002	69	16	hydrogenation	hydrogenation	NOUN
cet-15002	69	17	of	of	ADP
cet-15002	69	18	alpha	alpha	NOUN
cet-15002	69	19	-	-	PUNCT
cet-15002	69	20	methylstyrene	methylstyrene	NOUN
cet-15002	69	21	to	to	ADP
cet-15002	69	22	cumene	cumene	NOUN
cet-15002	69	23	(	(	PUNCT
cet-15002	69	24	schwidder	schwidder	NOUN
cet-15002	69	25	and	and	CCONJ
cet-15002	69	26	schnitzlein	schnitzlein	PROPN
cet-15002	69	27	,	,	PUNCT
cet-15002	69	28	2012	2012	NUM
cet-15002	69	29	)	)	PUNCT
cet-15002	69	30	.	.	PUNCT
cet-15002	70	1	3	3	X
cet-15002	70	2	.	.	NOUN
cet-15002	70	3	results	result	NOUN
cet-15002	70	4	and	and	CCONJ
cet-15002	70	5	discussion	discussion	NOUN
cet-15002	70	6	in	in	ADP
cet-15002	70	7	the	the	DET
cet-15002	70	8	following	follow	VERB
cet-15002	70	9	section	section	NOUN
cet-15002	70	10	,	,	PUNCT
cet-15002	70	11	a	a	DET
cet-15002	70	12	case	case	NOUN
cet-15002	70	13	study	study	NOUN
cet-15002	70	14	is	be	AUX
cet-15002	70	15	examined	examine	VERB
cet-15002	70	16	using	use	VERB
cet-15002	70	17	the	the	DET
cet-15002	70	18	methodology	methodology	NOUN
cet-15002	70	19	proposed	propose	VERB
cet-15002	70	20	above	above	ADV
cet-15002	70	21	while	while	SCONJ
cet-15002	70	22	introducing	introduce	VERB
cet-15002	70	23	the	the	DET
cet-15002	70	24	implementation	implementation	NOUN
cet-15002	70	25	of	of	ADP
cet-15002	70	26	the	the	DET
cet-15002	70	27	modular	modular	ADJ
cet-15002	70	28	and	and	CCONJ
cet-15002	70	29	lagrangian	lagrangian	ADJ
cet-15002	70	30	approaches	approach	NOUN
cet-15002	70	31	.	.	PUNCT
cet-15002	71	1	for	for	ADP
cet-15002	71	2	this	this	DET
cet-15002	71	3	case	case	NOUN
cet-15002	71	4	study	study	NOUN
cet-15002	71	5	,	,	PUNCT
cet-15002	71	6	the	the	DET
cet-15002	71	7	following	follow	VERB
cet-15002	71	8	assumptions	assumption	NOUN
cet-15002	71	9	are	be	AUX
cet-15002	71	10	considered	consider	VERB
cet-15002	71	11	:	:	PUNCT
cet-15002	72	1	1	1	X
cet-15002	72	2	.	.	X
cet-15002	73	1	the	the	DET
cet-15002	73	2	tbr	tbr	NOUN
cet-15002	73	3	operation	operation	NOUN
cet-15002	73	4	is	be	AUX
cet-15002	73	5	assumed	assume	VERB
cet-15002	73	6	to	to	PART
cet-15002	73	7	be	be	AUX
cet-15002	73	8	isothermal	isothermal	ADJ
cet-15002	73	9	at	at	ADP
cet-15002	73	10	25	25	NUM
cet-15002	73	11	°	°	NOUN
cet-15002	73	12	c	c	NOUN
cet-15002	73	13	.	.	NOUN
cet-15002	74	1	2	2	X
cet-15002	74	2	.	.	X
cet-15002	74	3	the	the	DET
cet-15002	74	4	catalytic	catalytic	ADJ
cet-15002	74	5	reactor	reactor	NOUN
cet-15002	74	6	is	be	AUX
cet-15002	74	7	operated	operate	VERB
cet-15002	74	8	at	at	ADP
cet-15002	74	9	atmospheric	atmospheric	ADJ
cet-15002	74	10	pressure	pressure	NOUN
cet-15002	74	11	(	(	PUNCT
cet-15002	74	12	1	1	NUM
cet-15002	74	13	atm	atm	NOUN
cet-15002	74	14	)	)	PUNCT
cet-15002	74	15	.	.	PUNCT
cet-15002	75	1	3	3	X
cet-15002	75	2	.	.	X
cet-15002	75	3	water	water	NOUN
cet-15002	75	4	is	be	AUX
cet-15002	75	5	considered	consider	VERB
cet-15002	75	6	as	as	ADP
cet-15002	75	7	the	the	DET
cet-15002	75	8	liquid	liquid	ADJ
cet-15002	75	9	phase	phase	NOUN
cet-15002	75	10	.	.	PUNCT
cet-15002	76	1	4	4	X
cet-15002	76	2	.	.	X
cet-15002	76	3	the	the	DET
cet-15002	76	4	shape	shape	NOUN
cet-15002	76	5	of	of	ADP
cet-15002	76	6	the	the	DET
cet-15002	76	7	catalytic	catalytic	ADJ
cet-15002	76	8	particles	particle	NOUN
cet-15002	76	9	is	be	AUX
cet-15002	76	10	assumed	assume	VERB
cet-15002	76	11	to	to	PART
cet-15002	76	12	be	be	AUX
cet-15002	76	13	spherical	spherical	ADJ
cet-15002	76	14	with	with	ADP
cet-15002	76	15	constant	constant	ADJ
cet-15002	76	16	diameter	diameter	NOUN
cet-15002	76	17	.	.	PUNCT
cet-15002	77	1	5	5	X
cet-15002	77	2	.	.	X
cet-15002	77	3	the	the	DET
cet-15002	77	4	pressure	pressure	NOUN
cet-15002	77	5	drop	drop	NOUN
cet-15002	77	6	along	along	ADP
cet-15002	77	7	the	the	DET
cet-15002	77	8	length	length	NOUN
cet-15002	77	9	of	of	ADP
cet-15002	77	10	the	the	DET
cet-15002	77	11	reactor	reactor	NOUN
cet-15002	77	12	can	can	AUX
cet-15002	77	13	be	be	AUX
cet-15002	77	14	neglected	neglect	VERB
cet-15002	77	15	.	.	PUNCT
cet-15002	78	1	6	6	X
cet-15002	78	2	.	.	PUNCT
cet-15002	78	3	the	the	DET
cet-15002	78	4	presence	presence	NOUN
cet-15002	78	5	of	of	ADP
cet-15002	78	6	reaction	reaction	NOUN
cet-15002	78	7	is	be	AUX
cet-15002	78	8	not	not	PART
cet-15002	78	9	taken	take	VERB
cet-15002	78	10	into	into	ADP
cet-15002	78	11	consideration	consideration	NOUN
cet-15002	78	12	.	.	PUNCT
cet-15002	79	1	579	579	NUM
cet-15002	79	2	table	table	NOUN
cet-15002	79	3	1	1	NUM
cet-15002	79	4	displays	display	VERB
cet-15002	79	5	the	the	DET
cet-15002	79	6	parameter	parameter	NOUN
cet-15002	79	7	values	value	NOUN
cet-15002	79	8	for	for	ADP
cet-15002	79	9	the	the	DET
cet-15002	79	10	bed	bed	NOUN
cet-15002	79	11	generation	generation	NOUN
cet-15002	79	12	of	of	ADP
cet-15002	79	13	a	a	DET
cet-15002	79	14	selected	select	VERB
cet-15002	79	15	example	example	NOUN
cet-15002	79	16	scenario	scenario	NOUN
cet-15002	79	17	,	,	PUNCT
cet-15002	79	18	along	along	ADP
cet-15002	79	19	with	with	ADP
cet-15002	79	20	the	the	DET
cet-15002	79	21	obtained	obtain	VERB
cet-15002	79	22	values	value	NOUN
cet-15002	79	23	of	of	ADP
cet-15002	79	24	the	the	DET
cet-15002	79	25	number	number	NOUN
cet-15002	79	26	of	of	ADP
cet-15002	79	27	contact	contact	NOUN
cet-15002	79	28	points	point	NOUN
cet-15002	79	29	between	between	ADP
cet-15002	79	30	particles	particle	NOUN
cet-15002	79	31	and	and	CCONJ
cet-15002	79	32	the	the	DET
cet-15002	79	33	wall	wall	NOUN
cet-15002	79	34	–	–	PUNCT
cet-15002	79	35	particle	particle	NOUN
cet-15002	79	36	interface	interface	NOUN
cet-15002	79	37	.	.	PUNCT
cet-15002	80	1	additionally	additionally	ADV
cet-15002	80	2	,	,	PUNCT
cet-15002	80	3	the	the	DET
cet-15002	80	4	axial	axial	ADJ
cet-15002	80	5	and	and	CCONJ
cet-15002	80	6	radial	radial	ADJ
cet-15002	80	7	distributions	distribution	NOUN
cet-15002	80	8	of	of	ADP
cet-15002	80	9	the	the	DET
cet-15002	80	10	voidage	voidage	NOUN
cet-15002	80	11	and	and	CCONJ
cet-15002	80	12	their	their	PRON
cet-15002	80	13	mean	mean	ADJ
cet-15002	80	14	values	value	NOUN
cet-15002	80	15	are	be	AUX
cet-15002	80	16	presented	present	VERB
cet-15002	80	17	in	in	ADP
cet-15002	80	18	figure	figure	NOUN
cet-15002	80	19	2	2	NUM
cet-15002	80	20	.	.	PUNCT
cet-15002	80	21	table	table	NOUN
cet-15002	80	22	1	1	NUM
cet-15002	80	23	:	:	PUNCT
cet-15002	80	24	packing	pack	VERB
cet-15002	80	25	characteristics	characteristic	NOUN
cet-15002	80	26	description	description	NOUN
cet-15002	80	27	value	value	NOUN
cet-15002	80	28	units	unit	NOUN
cet-15002	80	29	reactor	reactor	NOUN
cet-15002	80	30	diameter	diameter	NOUN
cet-15002	80	31	0.1	0.1	NUM
cet-15002	80	32	cm	cm	NOUN
cet-15002	80	33	reactor	reactor	NOUN
cet-15002	80	34	length	length	NOUN
cet-15002	80	35	0.61	0.61	NUM
cet-15002	80	36	m	m	NOUN
cet-15002	80	37	number	number	NOUN
cet-15002	80	38	of	of	ADP
cet-15002	80	39	particles	particle	NOUN
cet-15002	80	40	26,511	26,511	NUM
cet-15002	80	41	particle	particle	NOUN
cet-15002	80	42	diameter	diameter	NOUN
cet-15002	80	43	6	6	NUM
cet-15002	80	44	mm	mm	PROPN
cet-15002	80	45	particle	particle	NOUN
cet-15002	80	46	–	–	PUNCT
cet-15002	80	47	particle	particle	NOUN
cet-15002	80	48	contact	contact	NOUN
cet-15002	80	49	points	point	VERB
cet-15002	80	50	108,646	108,646	NUM
cet-15002	80	51	wall	wall	NOUN
cet-15002	80	52	–	–	PUNCT
cet-15002	80	53	particle	particle	NOUN
cet-15002	80	54	contact	contact	NOUN
cet-15002	80	55	points	point	VERB
cet-15002	80	56	4,842	4,842	NUM
cet-15002	80	57	total	total	ADJ
cet-15002	80	58	static	static	ADJ
cet-15002	80	59	holdup	holdup	NOUN
cet-15002	80	60	0.023067	0.023067	NUM
cet-15002	80	61	figure	figure	NOUN
cet-15002	80	62	2	2	NUM
cet-15002	80	63	:	:	PUNCT
cet-15002	80	64	a	a	X
cet-15002	80	65	)	)	PUNCT
cet-15002	80	66	axial	axial	ADJ
cet-15002	80	67	and	and	CCONJ
cet-15002	80	68	b	b	NOUN
cet-15002	80	69	)	)	PUNCT
cet-15002	80	70	radial	radial	ADJ
cet-15002	80	71	porosity	porosity	NOUN
cet-15002	80	72	distribution	distribution	NOUN
cet-15002	80	73	the	the	DET
cet-15002	80	74	structure	structure	NOUN
cet-15002	80	75	of	of	ADP
cet-15002	80	76	the	the	DET
cet-15002	80	77	catalytic	catalytic	ADJ
cet-15002	80	78	bed	bed	NOUN
cet-15002	80	79	is	be	AUX
cet-15002	80	80	subsequently	subsequently	ADV
cet-15002	80	81	transferred	transfer	VERB
cet-15002	80	82	to	to	ADP
cet-15002	80	83	the	the	DET
cet-15002	80	84	holdup	holdup	NOUN
cet-15002	80	85	module	module	NOUN
cet-15002	80	86	,	,	PUNCT
cet-15002	80	87	where	where	SCONJ
cet-15002	80	88	the	the	DET
cet-15002	80	89	holdup	holdup	NOUN
cet-15002	80	90	distribution	distribution	NOUN
cet-15002	80	91	is	be	AUX
cet-15002	80	92	obtained	obtain	VERB
cet-15002	80	93	.	.	PUNCT
cet-15002	81	1	it	it	PRON
cet-15002	81	2	is	be	AUX
cet-15002	81	3	evident	evident	ADJ
cet-15002	81	4	from	from	ADP
cet-15002	81	5	figure	figure	NOUN
cet-15002	81	6	3a	3a	NUM
cet-15002	81	7	that	that	SCONJ
cet-15002	81	8	the	the	DET
cet-15002	81	9	static	static	ADJ
cet-15002	81	10	holdup	holdup	NOUN
cet-15002	81	11	near	near	ADP
cet-15002	81	12	the	the	DET
cet-15002	81	13	reactor	reactor	NOUN
cet-15002	81	14	’s	’s	PART
cet-15002	81	15	wall	wall	NOUN
cet-15002	81	16	has	have	VERB
cet-15002	81	17	the	the	DET
cet-15002	81	18	highest	high	ADJ
cet-15002	81	19	value	value	NOUN
cet-15002	81	20	along	along	ADP
cet-15002	81	21	the	the	DET
cet-15002	81	22	axial	axial	ADJ
cet-15002	81	23	direction	direction	NOUN
cet-15002	81	24	.	.	PUNCT
cet-15002	82	1	this	this	DET
cet-15002	82	2	behaviour	behaviour	NOUN
cet-15002	82	3	can	can	AUX
cet-15002	82	4	be	be	AUX
cet-15002	82	5	explained	explain	VERB
cet-15002	82	6	by	by	ADP
cet-15002	82	7	exclusively	exclusively	ADV
cet-15002	82	8	considering	consider	VERB
cet-15002	82	9	the	the	DET
cet-15002	82	10	contact	contact	NOUN
cet-15002	82	11	points	point	NOUN
cet-15002	82	12	formed	form	VERB
cet-15002	82	13	between	between	ADP
cet-15002	82	14	particles	particle	NOUN
cet-15002	82	15	and	and	CCONJ
cet-15002	82	16	the	the	DET
cet-15002	82	17	wall	wall	NOUN
cet-15002	82	18	in	in	ADP
cet-15002	82	19	the	the	DET
cet-15002	82	20	static	static	ADJ
cet-15002	82	21	holdup	holdup	NOUN
cet-15002	82	22	calculation	calculation	NOUN
cet-15002	82	23	.	.	PUNCT
cet-15002	83	1	the	the	DET
cet-15002	83	2	proposed	propose	VERB
cet-15002	83	3	methodology	methodology	NOUN
cet-15002	83	4	also	also	ADV
cet-15002	83	5	enables	enable	VERB
cet-15002	83	6	the	the	DET
cet-15002	83	7	radial	radial	ADJ
cet-15002	83	8	distribution	distribution	NOUN
cet-15002	83	9	generation	generation	NOUN
cet-15002	83	10	of	of	ADP
cet-15002	83	11	the	the	DET
cet-15002	83	12	contact	contact	NOUN
cet-15002	83	13	points	point	NOUN
cet-15002	83	14	inside	inside	ADP
cet-15002	83	15	the	the	DET
cet-15002	83	16	catalytic	catalytic	ADJ
cet-15002	83	17	bed	bed	NOUN
cet-15002	83	18	.	.	PUNCT
cet-15002	84	1	figure	figure	NOUN
cet-15002	84	2	3b	3b	NOUN
cet-15002	84	3	illustrates	illustrate	VERB
cet-15002	84	4	that	that	SCONJ
cet-15002	84	5	the	the	DET
cet-15002	84	6	number	number	NOUN
cet-15002	84	7	of	of	ADP
cet-15002	84	8	contact	contact	NOUN
cet-15002	84	9	points	point	NOUN
cet-15002	84	10	near	near	ADP
cet-15002	84	11	the	the	DET
cet-15002	84	12	wall	wall	NOUN
cet-15002	84	13	is	be	AUX
cet-15002	84	14	lower	low	ADJ
cet-15002	84	15	in	in	ADP
cet-15002	84	16	comparison	comparison	NOUN
cet-15002	84	17	to	to	ADP
cet-15002	84	18	those	those	PRON
cet-15002	84	19	in	in	ADP
cet-15002	84	20	the	the	DET
cet-15002	84	21	interior	interior	NOUN
cet-15002	84	22	of	of	ADP
cet-15002	84	23	the	the	DET
cet-15002	84	24	packing	packing	NOUN
cet-15002	84	25	.	.	PUNCT
cet-15002	85	1	this	this	DET
cet-15002	85	2	difference	difference	NOUN
cet-15002	85	3	in	in	ADP
cet-15002	85	4	the	the	DET
cet-15002	85	5	distribution	distribution	NOUN
cet-15002	85	6	of	of	ADP
cet-15002	85	7	contact	contact	NOUN
cet-15002	85	8	points	point	NOUN
cet-15002	85	9	can	can	AUX
cet-15002	85	10	be	be	AUX
cet-15002	85	11	justified	justify	VERB
cet-15002	85	12	by	by	ADP
cet-15002	85	13	the	the	DET
cet-15002	85	14	fact	fact	NOUN
cet-15002	85	15	that	that	SCONJ
cet-15002	85	16	two	two	NUM
cet-15002	85	17	spheres	sphere	NOUN
cet-15002	85	18	near	near	ADP
cet-15002	85	19	the	the	DET
cet-15002	85	20	wall	wall	NOUN
cet-15002	85	21	form	form	NOUN
cet-15002	85	22	a	a	DET
cet-15002	85	23	contact	contact	NOUN
cet-15002	85	24	point	point	NOUN
cet-15002	85	25	at	at	ADP
cet-15002	85	26	a	a	DET
cet-15002	85	27	greater	great	ADJ
cet-15002	85	28	distance	distance	NOUN
cet-15002	85	29	in	in	ADP
cet-15002	85	30	contrast	contrast	NOUN
cet-15002	85	31	to	to	ADP
cet-15002	85	32	the	the	DET
cet-15002	85	33	contact	contact	NOUN
cet-15002	85	34	points	point	NOUN
cet-15002	85	35	in	in	ADP
cet-15002	85	36	the	the	DET
cet-15002	85	37	interior	interior	NOUN
cet-15002	85	38	of	of	ADP
cet-15002	85	39	the	the	DET
cet-15002	85	40	reactor	reactor	NOUN
cet-15002	85	41	.	.	PUNCT
cet-15002	86	1	figure	figure	VERB
cet-15002	86	2	3	3	NUM
cet-15002	86	3	a	a	NOUN
cet-15002	86	4	)	)	PUNCT
cet-15002	86	5	static	static	ADJ
cet-15002	86	6	holdup	holdup	NOUN
cet-15002	86	7	and	and	CCONJ
cet-15002	86	8	b	b	X
cet-15002	86	9	)	)	PUNCT
cet-15002	86	10	distribution	distribution	NOUN
cet-15002	86	11	of	of	ADP
cet-15002	86	12	the	the	DET
cet-15002	86	13	number	number	NOUN
cet-15002	86	14	of	of	ADP
cet-15002	86	15	contact	contact	NOUN
cet-15002	86	16	points	point	VERB
cet-15002	86	17	a	a	DET
cet-15002	86	18	)	)	PUNCT
cet-15002	86	19	b	b	NOUN
cet-15002	86	20	)	)	PUNCT
cet-15002	86	21	a	a	DET
cet-15002	86	22	)	)	PUNCT
cet-15002	86	23	b	b	NOUN
cet-15002	86	24	)	)	PUNCT
cet-15002	86	25	580	580	NUM
cet-15002	86	26	after	after	ADP
cet-15002	86	27	obtaining	obtain	VERB
cet-15002	86	28	and	and	CCONJ
cet-15002	86	29	transferring	transfer	VERB
cet-15002	86	30	the	the	DET
cet-15002	86	31	information	information	NOUN
cet-15002	86	32	from	from	ADP
cet-15002	86	33	the	the	DET
cet-15002	86	34	packing	packing	NOUN
cet-15002	86	35	and	and	CCONJ
cet-15002	86	36	holdup	holdup	NOUN
cet-15002	86	37	modules	module	NOUN
cet-15002	86	38	,	,	PUNCT
cet-15002	86	39	the	the	DET
cet-15002	86	40	hydrodynamic	hydrodynamic	ADJ
cet-15002	86	41	module	module	NOUN
cet-15002	86	42	is	be	AUX
cet-15002	86	43	used	use	VERB
cet-15002	86	44	to	to	PART
cet-15002	86	45	determine	determine	VERB
cet-15002	86	46	the	the	DET
cet-15002	86	47	liquid	liquid	ADJ
cet-15002	86	48	flow	flow	NOUN
cet-15002	86	49	distribution	distribution	NOUN
cet-15002	86	50	.	.	PUNCT
cet-15002	87	1	in	in	ADP
cet-15002	87	2	this	this	DET
cet-15002	87	3	case	case	NOUN
cet-15002	87	4	,	,	PUNCT
cet-15002	87	5	the	the	DET
cet-15002	87	6	liquid	liquid	ADJ
cet-15002	87	7	flow	flow	NOUN
cet-15002	87	8	rate	rate	NOUN
cet-15002	87	9	entering	enter	VERB
cet-15002	87	10	the	the	DET
cet-15002	87	11	catalytic	catalytic	ADJ
cet-15002	87	12	reactor	reactor	NOUN
cet-15002	87	13	is	be	AUX
cet-15002	87	14	set	set	VERB
cet-15002	87	15	to	to	ADP
cet-15002	87	16	250	250	NUM
cet-15002	87	17	,	,	PUNCT
cet-15002	87	18	525	525	NUM
cet-15002	87	19	,	,	PUNCT
cet-15002	87	20	and	and	CCONJ
cet-15002	87	21	780	780	NUM
cet-15002	87	22	ml	ml	NOUN
cet-15002	87	23	/	/	SYM
cet-15002	87	24	min	min	NOUN
cet-15002	87	25	,	,	PUNCT
cet-15002	87	26	and	and	CCONJ
cet-15002	87	27	it	it	PRON
cet-15002	87	28	enters	enter	VERB
cet-15002	87	29	from	from	ADP
cet-15002	87	30	the	the	DET
cet-15002	87	31	top	top	ADJ
cet-15002	87	32	side	side	NOUN
cet-15002	87	33	of	of	ADP
cet-15002	87	34	the	the	DET
cet-15002	87	35	reactor	reactor	NOUN
cet-15002	87	36	.	.	PUNCT
cet-15002	88	1	the	the	DET
cet-15002	88	2	hydrodynamic	hydrodynamic	ADJ
cet-15002	88	3	module	module	NOUN
cet-15002	88	4	successfully	successfully	ADV
cet-15002	88	5	calculates	calculate	VERB
cet-15002	88	6	the	the	DET
cet-15002	88	7	number	number	NOUN
cet-15002	88	8	of	of	ADP
cet-15002	88	9	rivulets	rivulet	NOUN
cet-15002	88	10	created	create	VERB
cet-15002	88	11	inside	inside	ADP
cet-15002	88	12	the	the	DET
cet-15002	88	13	reactor	reactor	NOUN
cet-15002	88	14	,	,	PUNCT
cet-15002	88	15	the	the	DET
cet-15002	88	16	total	total	ADJ
cet-15002	88	17	wetting	wetting	NOUN
cet-15002	88	18	of	of	ADP
cet-15002	88	19	the	the	DET
cet-15002	88	20	bed	bed	NOUN
cet-15002	88	21	,	,	PUNCT
cet-15002	88	22	and	and	CCONJ
cet-15002	88	23	the	the	DET
cet-15002	88	24	ratio	ratio	NOUN
cet-15002	88	25	of	of	ADP
cet-15002	88	26	wetted	wet	VERB
cet-15002	88	27	spheres	sphere	NOUN
cet-15002	88	28	for	for	ADP
cet-15002	88	29	all	all	DET
cet-15002	88	30	the	the	DET
cet-15002	88	31	liquid	liquid	ADJ
cet-15002	88	32	flow	flow	NOUN
cet-15002	88	33	values	value	NOUN
cet-15002	88	34	,	,	PUNCT
cet-15002	88	35	as	as	SCONJ
cet-15002	88	36	shown	show	VERB
cet-15002	88	37	in	in	ADP
cet-15002	88	38	table	table	NOUN
cet-15002	88	39	2	2	NUM
cet-15002	88	40	.	.	PUNCT
cet-15002	88	41	table	table	NOUN
cet-15002	88	42	2	2	NUM
cet-15002	88	43	:	:	PUNCT
cet-15002	88	44	flow	flow	NOUN
cet-15002	88	45	distribution	distribution	NOUN
cet-15002	88	46	characteristics	characteristic	NOUN
cet-15002	88	47	description	description	NOUN
cet-15002	88	48	value	value	NOUN
cet-15002	88	49	units	unit	NOUN
cet-15002	88	50	liquid	liquid	VERB
cet-15002	88	51	flowrate	flowrate	ADJ
cet-15002	88	52	250	250	NUM
cet-15002	88	53	525	525	NUM
cet-15002	88	54	780	780	NUM
cet-15002	88	55	ml	ml	NOUN
cet-15002	88	56	/	/	SYM
cet-15002	88	57	min	min	NOUN
cet-15002	88	58	number	number	NOUN
cet-15002	88	59	of	of	ADP
cet-15002	88	60	rivulets	rivulet	NOUN
cet-15002	88	61	8,756	8,756	NUM
cet-15002	88	62	12,366	12,366	NUM
cet-15002	88	63	13,347	13,347	NUM
cet-15002	88	64	wetting	wet	VERB
cet-15002	88	65	0.0370	0.0370	NUM
cet-15002	88	66	0.0506	0.0506	NUM
cet-15002	88	67	0.0570	0.0570	NUM
cet-15002	88	68	wetted	wet	VERB
cet-15002	88	69	spheres	sphere	NOUN
cet-15002	88	70	0.1288	0.1288	NUM
cet-15002	88	71	0.1696	0.1696	NUM
cet-15002	88	72	0.1809	0.1809	NUM
cet-15002	88	73	wetting	wet	VERB
cet-15002	88	74	efficiency	efficiency	NOUN
cet-15002	88	75	is	be	AUX
cet-15002	88	76	a	a	DET
cet-15002	88	77	crucial	crucial	ADJ
cet-15002	88	78	aspect	aspect	NOUN
cet-15002	88	79	in	in	ADP
cet-15002	88	80	the	the	DET
cet-15002	88	81	development	development	NOUN
cet-15002	88	82	and	and	CCONJ
cet-15002	88	83	operation	operation	NOUN
cet-15002	88	84	of	of	ADP
cet-15002	88	85	industrial	industrial	ADJ
cet-15002	88	86	tbrs	tbrs	NOUN
cet-15002	88	87	and	and	CCONJ
cet-15002	88	88	plays	play	VERB
cet-15002	88	89	an	an	DET
cet-15002	88	90	important	important	ADJ
cet-15002	88	91	role	role	NOUN
cet-15002	88	92	in	in	ADP
cet-15002	88	93	the	the	DET
cet-15002	88	94	degree	degree	NOUN
cet-15002	88	95	of	of	ADP
cet-15002	88	96	catalyst	catalyst	NOUN
cet-15002	88	97	usage	usage	NOUN
cet-15002	88	98	,	,	PUNCT
cet-15002	88	99	mass	mass	NOUN
cet-15002	88	100	transfer	transfer	NOUN
cet-15002	88	101	rate	rate	NOUN
cet-15002	88	102	and	and	CCONJ
cet-15002	88	103	possible	possible	ADJ
cet-15002	88	104	creation	creation	NOUN
cet-15002	88	105	of	of	ADP
cet-15002	88	106	hotspots	hotspot	NOUN
cet-15002	88	107	(	(	PUNCT
cet-15002	88	108	azapour	azapour	NOUN
cet-15002	88	109	et	et	PROPN
cet-15002	88	110	al	al	PROPN
cet-15002	88	111	.	.	PROPN
cet-15002	88	112	,	,	PUNCT
cet-15002	88	113	2021	2021	NUM
cet-15002	88	114	)	)	PUNCT
cet-15002	88	115	.	.	PUNCT
cet-15002	89	1	a	a	DET
cet-15002	89	2	higher	high	ADJ
cet-15002	89	3	number	number	NOUN
cet-15002	89	4	of	of	ADP
cet-15002	89	5	rivulets	rivulet	NOUN
cet-15002	89	6	ensures	ensure	VERB
cet-15002	89	7	a	a	DET
cet-15002	89	8	uniform	uniform	ADJ
cet-15002	89	9	liquid	liquid	ADJ
cet-15002	89	10	distribution	distribution	NOUN
cet-15002	89	11	,	,	PUNCT
cet-15002	89	12	enhancing	enhance	VERB
cet-15002	89	13	mass	mass	NOUN
cet-15002	89	14	transfer	transfer	NOUN
cet-15002	89	15	,	,	PUNCT
cet-15002	89	16	while	while	SCONJ
cet-15002	89	17	higher	high	ADJ
cet-15002	89	18	total	total	ADJ
cet-15002	89	19	wetting	wetting	NOUN
cet-15002	89	20	and	and	CCONJ
cet-15002	89	21	a	a	DET
cet-15002	89	22	higher	high	ADJ
cet-15002	89	23	fraction	fraction	NOUN
cet-15002	89	24	of	of	ADP
cet-15002	89	25	wetted	wet	VERB
cet-15002	89	26	spheres	sphere	NOUN
cet-15002	89	27	increase	increase	VERB
cet-15002	89	28	the	the	DET
cet-15002	89	29	effective	effective	ADJ
cet-15002	89	30	catalyst	catalyst	NOUN
cet-15002	89	31	surface	surface	NOUN
cet-15002	89	32	area	area	NOUN
cet-15002	89	33	,	,	PUNCT
cet-15002	89	34	improving	improve	VERB
cet-15002	89	35	reaction	reaction	NOUN
cet-15002	89	36	rates	rate	NOUN
cet-15002	89	37	and	and	CCONJ
cet-15002	89	38	heat	heat	NOUN
cet-15002	89	39	transfer	transfer	NOUN
cet-15002	89	40	.	.	PUNCT
cet-15002	90	1	it	it	PRON
cet-15002	90	2	should	should	AUX
cet-15002	90	3	be	be	AUX
cet-15002	90	4	noted	note	VERB
cet-15002	90	5	that	that	SCONJ
cet-15002	90	6	the	the	DET
cet-15002	90	7	particle	particle	NOUN
cet-15002	90	8	positions	position	NOUN
cet-15002	90	9	in	in	ADP
cet-15002	90	10	the	the	DET
cet-15002	90	11	generated	generate	VERB
cet-15002	90	12	catalytic	catalytic	ADJ
cet-15002	90	13	bed	bed	NOUN
cet-15002	90	14	might	might	AUX
cet-15002	90	15	not	not	PART
cet-15002	90	16	match	match	VERB
cet-15002	90	17	those	those	PRON
cet-15002	90	18	of	of	ADP
cet-15002	90	19	an	an	DET
cet-15002	90	20	actual	actual	ADJ
cet-15002	90	21	packing	packing	NOUN
cet-15002	90	22	.	.	PUNCT
cet-15002	91	1	therefore	therefore	ADV
cet-15002	91	2	,	,	PUNCT
cet-15002	91	3	the	the	DET
cet-15002	91	4	liquid	liquid	ADJ
cet-15002	91	5	flow	flow	NOUN
cet-15002	91	6	distribution	distribution	NOUN
cet-15002	91	7	obtained	obtain	VERB
cet-15002	91	8	from	from	ADP
cet-15002	91	9	the	the	DET
cet-15002	91	10	solution	solution	NOUN
cet-15002	91	11	algorithm	algorithm	NOUN
cet-15002	91	12	may	may	AUX
cet-15002	91	13	not	not	PART
cet-15002	91	14	necessarily	necessarily	ADV
cet-15002	91	15	agree	agree	VERB
cet-15002	91	16	with	with	ADP
cet-15002	91	17	experimental	experimental	ADJ
cet-15002	91	18	data	datum	NOUN
cet-15002	91	19	.	.	PUNCT
cet-15002	92	1	figure	figure	VERB
cet-15002	92	2	4	4	NUM
cet-15002	92	3	:	:	PUNCT
cet-15002	92	4	liquid	liquid	ADJ
cet-15002	92	5	flow	flow	NOUN
cet-15002	92	6	distribution	distribution	NOUN
cet-15002	92	7	for	for	ADP
cet-15002	92	8	a	a	DET
cet-15002	92	9	flow	flow	NOUN
cet-15002	92	10	of	of	ADP
cet-15002	92	11	a	a	PRON
cet-15002	92	12	)	)	PUNCT
cet-15002	92	13	250	250	NUM
cet-15002	92	14	ml	ml	NOUN
cet-15002	92	15	/	/	SYM
cet-15002	92	16	min	min	PROPN
cet-15002	92	17	,	,	PUNCT
cet-15002	92	18	b	b	NOUN
cet-15002	92	19	)	)	PUNCT
cet-15002	92	20	525	525	NUM
cet-15002	92	21	ml	ml	NOUN
cet-15002	92	22	/	/	SYM
cet-15002	92	23	min	min	NOUN
cet-15002	92	24	,	,	PUNCT
cet-15002	92	25	and	and	CCONJ
cet-15002	92	26	c	c	X
cet-15002	92	27	)	)	PUNCT
cet-15002	92	28	780	780	NUM
cet-15002	92	29	ml	ml	NOUN
cet-15002	92	30	/	/	SYM
cet-15002	92	31	min	min	NOUN
cet-15002	92	32	the	the	DET
cet-15002	92	33	simulated	simulate	VERB
cet-15002	92	34	liquid	liquid	ADJ
cet-15002	92	35	distribution	distribution	NOUN
cet-15002	92	36	is	be	AUX
cet-15002	92	37	represented	represent	VERB
cet-15002	92	38	as	as	ADP
cet-15002	92	39	a	a	DET
cet-15002	92	40	three	three	NUM
cet-15002	92	41	-	-	PUNCT
cet-15002	92	42	dimensional	dimensional	ADJ
cet-15002	92	43	graph	graph	NOUN
cet-15002	92	44	network	network	NOUN
cet-15002	92	45	,	,	PUNCT
cet-15002	92	46	and	and	CCONJ
cet-15002	92	47	the	the	DET
cet-15002	92	48	radial	radial	ADJ
cet-15002	92	49	flow	flow	NOUN
cet-15002	92	50	distribution	distribution	NOUN
cet-15002	92	51	for	for	ADP
cet-15002	92	52	different	different	ADJ
cet-15002	92	53	horizontal	horizontal	ADJ
cet-15002	92	54	cuts	cut	NOUN
cet-15002	92	55	through	through	ADP
cet-15002	92	56	the	the	DET
cet-15002	92	57	reactor	reactor	NOUN
cet-15002	92	58	for	for	ADP
cet-15002	92	59	the	the	DET
cet-15002	92	60	250	250	NUM
cet-15002	92	61	,	,	PUNCT
cet-15002	92	62	525	525	NUM
cet-15002	92	63	,	,	PUNCT
cet-15002	92	64	and	and	CCONJ
cet-15002	92	65	780	780	NUM
cet-15002	92	66	ml	ml	NOUN
cet-15002	92	67	/	/	SYM
cet-15002	92	68	min	min	NOUN
cet-15002	92	69	flow	flow	NOUN
cet-15002	92	70	rates	rate	NOUN
cet-15002	92	71	are	be	AUX
cet-15002	92	72	shown	show	VERB
cet-15002	92	73	in	in	ADP
cet-15002	92	74	figure	figure	NOUN
cet-15002	92	75	4	4	NUM
cet-15002	92	76	.	.	PUNCT
cet-15002	93	1	it	it	PRON
cet-15002	93	2	can	can	AUX
cet-15002	93	3	be	be	AUX
cet-15002	93	4	observed	observe	VERB
cet-15002	93	5	that	that	SCONJ
cet-15002	93	6	the	the	DET
cet-15002	93	7	flow	flow	NOUN
cet-15002	93	8	in	in	ADP
cet-15002	93	9	the	the	DET
cet-15002	93	10	centre	centre	NOUN
cet-15002	93	11	of	of	ADP
cet-15002	93	12	the	the	DET
cet-15002	93	13	catalytic	catalytic	ADJ
cet-15002	93	14	reactor	reactor	NOUN
cet-15002	93	15	exhibits	exhibit	VERB
cet-15002	93	16	the	the	DET
cet-15002	93	17	highest	high	ADJ
cet-15002	93	18	value	value	NOUN
cet-15002	93	19	along	along	ADP
cet-15002	93	20	the	the	DET
cet-15002	93	21	reactor	reactor	NOUN
cet-15002	93	22	’s	’s	PART
cet-15002	93	23	height	height	NOUN
cet-15002	93	24	.	.	PUNCT
cet-15002	94	1	as	as	SCONJ
cet-15002	94	2	the	the	DET
cet-15002	94	3	liquid	liquid	NOUN
cet-15002	94	4	flows	flow	NOUN
cet-15002	94	5	inside	inside	ADP
cet-15002	94	6	the	the	DET
cet-15002	94	7	catalytic	catalytic	ADJ
cet-15002	94	8	bed	bed	NOUN
cet-15002	94	9	,	,	PUNCT
cet-15002	94	10	the	the	DET
cet-15002	94	11	effects	effect	NOUN
cet-15002	94	12	of	of	ADP
cet-15002	94	13	branching	branch	VERB
cet-15002	94	14	and	and	CCONJ
cet-15002	94	15	channelling	channel	VERB
cet-15002	94	16	take	take	NOUN
cet-15002	94	17	place	place	NOUN
cet-15002	94	18	,	,	PUNCT
cet-15002	94	19	owing	owe	VERB
cet-15002	94	20	to	to	ADP
cet-15002	94	21	the	the	DET
cet-15002	94	22	existence	existence	NOUN
cet-15002	94	23	of	of	ADP
cet-15002	94	24	gravitational	gravitational	ADJ
cet-15002	94	25	,	,	PUNCT
cet-15002	94	26	inertial	inertial	NOUN
cet-15002	94	27	,	,	PUNCT
cet-15002	94	28	viscous	viscous	ADJ
cet-15002	94	29	,	,	PUNCT
cet-15002	94	30	surface	surface	NOUN
cet-15002	94	31	and	and	CCONJ
cet-15002	94	32	interfacial	interfacial	ADJ
cet-15002	94	33	forces	force	NOUN
cet-15002	94	34	.	.	PUNCT
cet-15002	95	1	particularly	particularly	ADV
cet-15002	95	2	,	,	PUNCT
cet-15002	95	3	the	the	DET
cet-15002	95	4	rivulets	rivulet	NOUN
cet-15002	95	5	forming	form	VERB
cet-15002	95	6	close	close	ADV
cet-15002	95	7	to	to	ADP
cet-15002	95	8	the	the	DET
cet-15002	95	9	reactor	reactor	NOUN
cet-15002	95	10	’s	’s	PART
cet-15002	95	11	wall	wall	NOUN
cet-15002	95	12	appear	appear	VERB
cet-15002	95	13	after	after	ADP
cet-15002	95	14	half	half	NOUN
cet-15002	95	15	of	of	ADP
cet-15002	95	16	the	the	DET
cet-15002	95	17	reactor	reactor	NOUN
cet-15002	95	18	’s	’s	PART
cet-15002	95	19	length	length	NOUN
cet-15002	95	20	.	.	PUNCT
cet-15002	96	1	the	the	DET
cet-15002	96	2	same	same	ADJ
cet-15002	96	3	behaviour	behaviour	NOUN
cet-15002	96	4	is	be	AUX
cet-15002	96	5	exhibited	exhibit	VERB
cet-15002	96	6	for	for	ADP
cet-15002	96	7	all	all	DET
cet-15002	96	8	the	the	DET
cet-15002	96	9	examined	examine	VERB
cet-15002	96	10	liquid	liquid	ADJ
cet-15002	96	11	flow	flow	NOUN
cet-15002	96	12	rate	rate	NOUN
cet-15002	96	13	values	value	NOUN
cet-15002	96	14	.	.	PUNCT
cet-15002	97	1	the	the	DET
cet-15002	97	2	dynamic	dynamic	ADJ
cet-15002	97	3	holdup	holdup	NOUN
cet-15002	97	4	values	value	NOUN
cet-15002	97	5	obtained	obtain	VERB
cet-15002	97	6	by	by	ADP
cet-15002	97	7	the	the	DET
cet-15002	97	8	proposed	propose	VERB
cet-15002	97	9	solution	solution	NOUN
cet-15002	97	10	framework	framework	NOUN
cet-15002	97	11	are	be	AUX
cet-15002	97	12	presented	present	VERB
cet-15002	97	13	in	in	ADP
cet-15002	97	14	figure	figure	NOUN
cet-15002	97	15	5	5	NUM
cet-15002	97	16	.	.	PUNCT
cet-15002	98	1	it	it	PRON
cet-15002	98	2	can	can	AUX
cet-15002	98	3	be	be	AUX
cet-15002	98	4	observed	observe	VERB
cet-15002	98	5	that	that	SCONJ
cet-15002	98	6	the	the	DET
cet-15002	98	7	obtained	obtain	VERB
cet-15002	98	8	dynamic	dynamic	ADJ
cet-15002	98	9	holdup	holdup	NOUN
cet-15002	98	10	values	value	NOUN
cet-15002	98	11	are	be	AUX
cet-15002	98	12	in	in	ADP
cet-15002	98	13	good	good	ADJ
cet-15002	98	14	agreement	agreement	NOUN
cet-15002	98	15	with	with	ADP
cet-15002	98	16	the	the	DET
cet-15002	98	17	experimental	experimental	ADJ
cet-15002	98	18	data	datum	NOUN
cet-15002	98	19	.	.	PUNCT
cet-15002	99	1	581	581	NUM
cet-15002	99	2	figure	figure	NOUN
cet-15002	99	3	5	5	NUM
cet-15002	99	4	:	:	PUNCT
cet-15002	99	5	dynamic	dynamic	ADJ
cet-15002	99	6	holdup	holdup	NOUN
cet-15002	99	7	values	value	NOUN
cet-15002	99	8	for	for	ADP
cet-15002	99	9	different	different	ADJ
cet-15002	99	10	liquid	liquid	ADJ
cet-15002	99	11	flow	flow	NOUN
cet-15002	99	12	rates	rate	NOUN
cet-15002	99	13	4	4	NUM
cet-15002	99	14	.	.	PUNCT
cet-15002	99	15	conclusions	conclusion	NOUN
cet-15002	99	16	this	this	DET
cet-15002	99	17	contribution	contribution	NOUN
cet-15002	99	18	introduces	introduce	VERB
cet-15002	99	19	a	a	DET
cet-15002	99	20	modular	modular	ADJ
cet-15002	99	21	and	and	CCONJ
cet-15002	99	22	intuitive	intuitive	ADJ
cet-15002	99	23	approach	approach	NOUN
cet-15002	99	24	to	to	ADP
cet-15002	99	25	designing	design	VERB
cet-15002	99	26	and	and	CCONJ
cet-15002	99	27	analyzing	analyze	VERB
cet-15002	99	28	tbr	tbr	NOUN
cet-15002	99	29	behavior	behavior	NOUN
cet-15002	99	30	using	use	VERB
cet-15002	99	31	a	a	DET
cet-15002	99	32	lagrangian	lagrangian	ADJ
cet-15002	99	33	approach	approach	NOUN
cet-15002	99	34	.	.	PUNCT
cet-15002	100	1	the	the	DET
cet-15002	100	2	proposed	propose	VERB
cet-15002	100	3	solution	solution	NOUN
cet-15002	100	4	scheme	scheme	NOUN
cet-15002	100	5	leverages	leverage	NOUN
cet-15002	100	6	both	both	CCONJ
cet-15002	100	7	local	local	ADJ
cet-15002	100	8	and	and	CCONJ
cet-15002	100	9	global	global	ADJ
cet-15002	100	10	characteristics	characteristic	NOUN
cet-15002	100	11	of	of	ADP
cet-15002	100	12	the	the	DET
cet-15002	100	13	catalytic	catalytic	ADJ
cet-15002	100	14	bed	bed	NOUN
cet-15002	100	15	,	,	PUNCT
cet-15002	100	16	facilitating	facilitate	VERB
cet-15002	100	17	seamless	seamless	ADJ
cet-15002	100	18	information	information	NOUN
cet-15002	100	19	transfer	transfer	NOUN
cet-15002	100	20	between	between	ADP
cet-15002	100	21	different	different	ADJ
cet-15002	100	22	modules	module	NOUN
cet-15002	100	23	.	.	PUNCT
cet-15002	101	1	the	the	DET
cet-15002	101	2	novelty	novelty	NOUN
cet-15002	101	3	of	of	ADP
cet-15002	101	4	this	this	DET
cet-15002	101	5	framework	framework	NOUN
cet-15002	101	6	lies	lie	VERB
cet-15002	101	7	in	in	ADP
cet-15002	101	8	its	its	PRON
cet-15002	101	9	ability	ability	NOUN
cet-15002	101	10	to	to	PART
cet-15002	101	11	account	account	VERB
cet-15002	101	12	for	for	ADP
cet-15002	101	13	multiscale	multiscale	ADJ
cet-15002	101	14	information	information	NOUN
cet-15002	101	15	at	at	ADP
cet-15002	101	16	both	both	CCONJ
cet-15002	101	17	local	local	ADJ
cet-15002	101	18	and	and	CCONJ
cet-15002	101	19	global	global	ADJ
cet-15002	101	20	levels	level	NOUN
cet-15002	101	21	due	due	ADP
cet-15002	101	22	to	to	ADP
cet-15002	101	23	its	its	PRON
cet-15002	101	24	flexible	flexible	ADJ
cet-15002	101	25	and	and	CCONJ
cet-15002	101	26	modular	modular	ADJ
cet-15002	101	27	setup	setup	NOUN
cet-15002	101	28	.	.	PUNCT
cet-15002	102	1	this	this	DET
cet-15002	102	2	approach	approach	NOUN
cet-15002	102	3	effectively	effectively	ADV
cet-15002	102	4	captures	capture	VERB
cet-15002	102	5	the	the	DET
cet-15002	102	6	multiscale	multiscale	ADJ
cet-15002	102	7	nature	nature	NOUN
cet-15002	102	8	of	of	ADP
cet-15002	102	9	phenomena	phenomenon	NOUN
cet-15002	102	10	occurring	occur	VERB
cet-15002	102	11	at	at	ADP
cet-15002	102	12	the	the	DET
cet-15002	102	13	macro-	macro-	NOUN
cet-15002	102	14	,	,	PUNCT
cet-15002	102	15	meso	meso	NOUN
cet-15002	102	16	and	and	CCONJ
cet-15002	102	17	micro	micro	NOUN
cet-15002	102	18	-	-	NOUN
cet-15002	102	19	scale	scale	NOUN
cet-15002	102	20	of	of	ADP
cet-15002	102	21	the	the	DET
cet-15002	102	22	reactor	reactor	NOUN
cet-15002	102	23	.	.	PUNCT
cet-15002	103	1	numerical	numerical	PROPN
cet-15002	103	2	results	result	NOUN
cet-15002	103	3	demonstrate	demonstrate	VERB
cet-15002	103	4	the	the	DET
cet-15002	103	5	practicality	practicality	NOUN
cet-15002	103	6	and	and	CCONJ
cet-15002	103	7	effectiveness	effectiveness	NOUN
cet-15002	103	8	of	of	ADP
cet-15002	103	9	this	this	DET
cet-15002	103	10	methodology	methodology	NOUN
cet-15002	103	11	in	in	ADP
cet-15002	103	12	handling	handle	VERB
cet-15002	103	13	bed	bed	NOUN
cet-15002	103	14	morphologies	morphology	NOUN
cet-15002	103	15	with	with	ADP
cet-15002	103	16	a	a	DET
cet-15002	103	17	large	large	ADJ
cet-15002	103	18	number	number	NOUN
cet-15002	103	19	of	of	ADP
cet-15002	103	20	particles	particle	NOUN
cet-15002	103	21	(	(	PUNCT
cet-15002	103	22	>	>	NOUN
cet-15002	103	23	25,000	25,000	NUM
cet-15002	103	24	particles	particle	NOUN
cet-15002	103	25	)	)	PUNCT
cet-15002	103	26	,	,	PUNCT
cet-15002	103	27	consequently	consequently	ADV
cet-15002	103	28	,	,	PUNCT
cet-15002	103	29	delivering	deliver	VERB
cet-15002	103	30	results	result	NOUN
cet-15002	103	31	within	within	ADP
cet-15002	103	32	reasonable	reasonable	ADJ
cet-15002	103	33	timeframes	timeframe	NOUN
cet-15002	103	34	.	.	PUNCT
cet-15002	104	1	this	this	PRON
cet-15002	104	2	is	be	AUX
cet-15002	104	3	in	in	ADP
cet-15002	104	4	contrast	contrast	NOUN
cet-15002	104	5	to	to	ADP
cet-15002	104	6	cfd	cfd	NOUN
cet-15002	104	7	,	,	PUNCT
cet-15002	104	8	which	which	PRON
cet-15002	104	9	often	often	ADV
cet-15002	104	10	struggle	struggle	VERB
cet-15002	104	11	with	with	ADP
cet-15002	104	12	multiscale	multiscale	NOUN
cet-15002	104	13	coupling	coupling	NOUN
cet-15002	104	14	and	and	CCONJ
cet-15002	104	15	two	two	NUM
cet-15002	104	16	-	-	PUNCT
cet-15002	104	17	way	way	NOUN
cet-15002	104	18	communication	communication	NOUN
cet-15002	104	19	between	between	ADP
cet-15002	104	20	different	different	ADJ
cet-15002	104	21	scales	scale	NOUN
cet-15002	104	22	,	,	PUNCT
cet-15002	104	23	and	and	CCONJ
cet-15002	104	24	is	be	AUX
cet-15002	104	25	computationally	computationally	ADV
cet-15002	104	26	expensive	expensive	ADJ
cet-15002	104	27	.	.	PUNCT
cet-15002	105	1	furthermore	furthermore	ADV
cet-15002	105	2	,	,	PUNCT
cet-15002	105	3	this	this	DET
cet-15002	105	4	methodology	methodology	NOUN
cet-15002	105	5	holds	hold	VERB
cet-15002	105	6	the	the	DET
cet-15002	105	7	potential	potential	NOUN
cet-15002	105	8	for	for	ADP
cet-15002	105	9	extension	extension	NOUN
cet-15002	105	10	to	to	ADP
cet-15002	105	11	various	various	ADJ
cet-15002	105	12	types	type	NOUN
cet-15002	105	13	of	of	ADP
cet-15002	105	14	particle	particle	NOUN
cet-15002	105	15	geometries	geometry	NOUN
cet-15002	105	16	(	(	PUNCT
cet-15002	105	17	e.g.	e.g.	ADV
cet-15002	105	18	,	,	PUNCT
cet-15002	105	19	cylinders	cylinder	NOUN
cet-15002	105	20	,	,	PUNCT
cet-15002	105	21	raschig	raschig	NOUN
cet-15002	105	22	rings	ring	NOUN
cet-15002	105	23	,	,	PUNCT
cet-15002	105	24	trilobes	trilobe	NOUN
cet-15002	105	25	,	,	PUNCT
cet-15002	105	26	etc	etc	X
cet-15002	105	27	.	.	X
cet-15002	105	28	)	)	PUNCT
cet-15002	105	29	and	and	CCONJ
cet-15002	105	30	can	can	AUX
cet-15002	105	31	accommodate	accommodate	VERB
cet-15002	105	32	the	the	DET
cet-15002	105	33	inclusion	inclusion	NOUN
cet-15002	105	34	of	of	ADP
cet-15002	105	35	the	the	DET
cet-15002	105	36	gas	gas	NOUN
cet-15002	105	37	phase	phase	NOUN
cet-15002	105	38	or	or	CCONJ
cet-15002	105	39	considerations	consideration	NOUN
cet-15002	105	40	related	relate	VERB
cet-15002	105	41	to	to	ADP
cet-15002	105	42	the	the	DET
cet-15002	105	43	pressure	pressure	NOUN
cet-15002	105	44	drop	drop	NOUN
cet-15002	105	45	inside	inside	ADP
cet-15002	105	46	the	the	DET
cet-15002	105	47	reactor	reactor	NOUN
cet-15002	105	48	.	.	PUNCT
cet-15002	106	1	references	reference	NOUN
cet-15002	106	2	azarpour	azarpour	PROPN
cet-15002	106	3	a.	a.	PROPN
cet-15002	106	4	,	,	PUNCT
cet-15002	106	5	rezaei	rezaei	PROPN
cet-15002	106	6	n.	n.	PROPN
cet-15002	106	7	,	,	PUNCT
cet-15002	106	8	farid	farid	PROPN
cet-15002	106	9	m.m	m.m	PROPN
cet-15002	106	10	.	.	PROPN
cet-15002	106	11	,	,	PUNCT
cet-15002	106	12	zendehboudi	zendehboudi	PROPN
cet-15002	106	13	s.	s.	PROPN
cet-15002	106	14	,	,	PUNCT
cet-15002	106	15	2021	2021	NUM
cet-15002	106	16	,	,	PUNCT
cet-15002	106	17	performance	performance	NOUN
cet-15002	106	18	analysis	analysis	NOUN
cet-15002	106	19	and	and	CCONJ
cet-15002	106	20	modelling	modelling	NOUN
cet-15002	106	21	of	of	ADP
cet-15002	106	22	catalytic	catalytic	ADJ
cet-15002	106	23	trickle	trickle	NOUN
cet-15002	106	24	-	-	PUNCT
cet-15002	106	25	bed	bed	NOUN
cet-15002	106	26	reactors	reactor	NOUN
cet-15002	106	27	:	:	PUNCT
cet-15002	106	28	a	a	DET
cet-15002	106	29	comprehensive	comprehensive	ADJ
cet-15002	106	30	review	review	NOUN
cet-15002	106	31	.	.	PUNCT
cet-15002	107	1	journal	journal	PROPN
cet-15002	107	2	of	of	ADP
cet-15002	107	3	industrial	industrial	ADJ
cet-15002	107	4	and	and	CCONJ
cet-15002	107	5	engineering	engineering	NOUN
cet-15002	107	6	chemistry,103	chemistry,103	NOUN
cet-15002	107	7	,	,	PUNCT
cet-15002	107	8	1	1	NUM
cet-15002	107	9	–	–	SYM
cet-15002	107	10	41	41	NUM
cet-15002	107	11	.	.	PUNCT
cet-15002	108	1	jurtz	jurtz	PROPN
cet-15002	108	2	n.	n.	PROPN
cet-15002	108	3	,	,	PUNCT
cet-15002	108	4	kraume	kraume	VERB
cet-15002	108	5	m.	m.	NOUN
cet-15002	108	6	,	,	PUNCT
cet-15002	108	7	wehinger	wehinger	NOUN
cet-15002	108	8	g.d	g.d	PROPN
cet-15002	108	9	.	.	PROPN
cet-15002	108	10	,	,	PUNCT
cet-15002	108	11	2019	2019	NUM
cet-15002	108	12	,	,	PUNCT
cet-15002	108	13	advances	advance	NOUN
cet-15002	108	14	in	in	ADP
cet-15002	108	15	fixed	fix	VERB
cet-15002	108	16	-	-	PUNCT
cet-15002	108	17	bed	bed	NOUN
cet-15002	108	18	reactor	reactor	NOUN
cet-15002	108	19	modelling	modelling	NOUN
cet-15002	108	20	using	use	VERB
cet-15002	108	21	particle	particle	NOUN
cet-15002	108	22	-	-	PUNCT
cet-15002	108	23	resolved	resolve	VERB
cet-15002	108	24	computational	computational	ADJ
cet-15002	108	25	fluid	fluid	ADJ
cet-15002	108	26	dynamics	dynamic	NOUN
cet-15002	108	27	(	(	PUNCT
cet-15002	108	28	cfd	cfd	NOUN
cet-15002	108	29	)	)	PUNCT
cet-15002	108	30	.	.	PUNCT
cet-15002	109	1	reviews	review	NOUN
cet-15002	109	2	in	in	ADP
cet-15002	109	3	chemical	chemical	ADJ
cet-15002	109	4	engineering	engineering	NOUN
cet-15002	109	5	,	,	PUNCT
cet-15002	109	6	35(2	35(2	NUM
cet-15002	109	7	)	)	PUNCT
cet-15002	109	8	,	,	PUNCT
cet-15002	109	9	139	139	NUM
cet-15002	109	10	–	–	SYM
cet-15002	109	11	190	190	NUM
cet-15002	109	12	.	.	PUNCT
cet-15002	110	1	schwidder	schwidder	PROPN
cet-15002	110	2	s.	s.	PROPN
cet-15002	110	3	,	,	PUNCT
cet-15002	110	4	schnitzlein	schnitzlein	PROPN
cet-15002	110	5	k.	k.	PROPN
cet-15002	110	6	,	,	PUNCT
cet-15002	110	7	2010	2010	NUM
cet-15002	110	8	,	,	PUNCT
cet-15002	110	9	predicting	predict	VERB
cet-15002	110	10	the	the	DET
cet-15002	110	11	static	static	ADJ
cet-15002	110	12	liquid	liquid	ADJ
cet-15002	110	13	holdup	holdup	NOUN
cet-15002	110	14	for	for	ADP
cet-15002	110	15	cylindrical	cylindrical	ADJ
cet-15002	110	16	packings	packing	NOUN
cet-15002	110	17	of	of	ADP
cet-15002	110	18	spheres	sphere	NOUN
cet-15002	110	19	in	in	ADP
cet-15002	110	20	terms	term	NOUN
cet-15002	110	21	of	of	ADP
cet-15002	110	22	the	the	DET
cet-15002	110	23	local	local	ADJ
cet-15002	110	24	structure	structure	NOUN
cet-15002	110	25	of	of	ADP
cet-15002	110	26	the	the	DET
cet-15002	110	27	packed	packed	ADJ
cet-15002	110	28	bed	bed	NOUN
cet-15002	110	29	.	.	PUNCT
cet-15002	111	1	chemical	chemical	NOUN
cet-15002	111	2	engineering	engineering	NOUN
cet-15002	111	3	science	science	NOUN
cet-15002	111	4	,	,	PUNCT
cet-15002	111	5	65(23	65(23	NOUN
cet-15002	111	6	)	)	PUNCT
cet-15002	111	7	,	,	PUNCT
cet-15002	111	8	6181	6181	NUM
cet-15002	111	9	–	–	PUNCT
cet-15002	111	10	6189	6189	NUM
cet-15002	111	11	.	.	PUNCT
cet-15002	112	1	schwidder	schwidder	PROPN
cet-15002	112	2	s.	s.	PROPN
cet-15002	112	3	,	,	PUNCT
cet-15002	112	4	schnitzlein	schnitzlein	PROPN
cet-15002	112	5	k.	k.	PROPN
cet-15002	112	6	,	,	PUNCT
cet-15002	112	7	2012	2012	NUM
cet-15002	112	8	,	,	PUNCT
cet-15002	112	9	a	a	DET
cet-15002	112	10	new	new	ADJ
cet-15002	112	11	model	model	NOUN
cet-15002	112	12	for	for	ADP
cet-15002	112	13	the	the	DET
cet-15002	112	14	design	design	NOUN
cet-15002	112	15	and	and	CCONJ
cet-15002	112	16	analysis	analysis	NOUN
cet-15002	112	17	of	of	ADP
cet-15002	112	18	trickle	trickle	NOUN
cet-15002	112	19	bed	bed	NOUN
cet-15002	112	20	reactors	reactor	NOUN
cet-15002	112	21	.	.	PUNCT
cet-15002	113	1	chemical	chemical	PROPN
cet-15002	113	2	engineering	engineering	PROPN
cet-15002	113	3	journal	journal	PROPN
cet-15002	113	4	,	,	PUNCT
cet-15002	113	5	207	207	NUM
cet-15002	113	6	,	,	PUNCT
cet-15002	113	7	758	758	NUM
cet-15002	113	8	–	–	PUNCT
cet-15002	113	9	765	765	NUM
cet-15002	113	10	.	.	PUNCT
cet-15002	114	1	srivastava	srivastava	PROPN
cet-15002	114	2	a.	a.	PROPN
cet-15002	114	3	,	,	PUNCT
cet-15002	114	4	nigam	nigam	PROPN
cet-15002	114	5	k.d	k.d	PROPN
cet-15002	114	6	.	.	PROPN
cet-15002	114	7	,	,	PUNCT
cet-15002	114	8	roy	roy	PROPN
cet-15002	114	9	s.	s.	PROPN
cet-15002	114	10	,	,	PUNCT
cet-15002	114	11	2023	2023	NUM
cet-15002	114	12	,	,	PUNCT
cet-15002	114	13	bed	bed	NOUN
cet-15002	114	14	structure	structure	NOUN
cet-15002	114	15	and	and	CCONJ
cet-15002	114	16	its	its	PRON
cet-15002	114	17	impact	impact	NOUN
cet-15002	114	18	on	on	ADP
cet-15002	114	19	liquid	liquid	ADJ
cet-15002	114	20	distribution	distribution	NOUN
cet-15002	114	21	in	in	ADP
cet-15002	114	22	a	a	DET
cet-15002	114	23	trickle	trickle	NOUN
cet-15002	114	24	bed	bed	NOUN
cet-15002	114	25	reactor	reactor	NOUN
cet-15002	114	26	.	.	PUNCT
cet-15002	115	1	aiche	aiche	PROPN
cet-15002	115	2	journal	journal	PROPN
cet-15002	115	3	,	,	PUNCT
cet-15002	115	4	69(1	69(1	NUM
cet-15002	115	5	)	)	PUNCT
cet-15002	115	6	,	,	PUNCT
cet-15002	115	7	e17649	e17649	PROPN
cet-15002	115	8	.	.	PUNCT
cet-15002	116	1	suneja	suneja	PROPN
cet-15002	116	2	a.	a.	PROPN
cet-15002	116	3	,	,	PUNCT
cet-15002	116	4	roy	roy	PROPN
cet-15002	116	5	s.	s.	PROPN
cet-15002	116	6	,	,	PUNCT
cet-15002	116	7	2023	2023	NUM
cet-15002	116	8	,	,	PUNCT
cet-15002	116	9	liquid	liquid	ADJ
cet-15002	116	10	flow	flow	NOUN
cet-15002	116	11	distribution	distribution	NOUN
cet-15002	116	12	in	in	ADP
cet-15002	116	13	trickle	trickle	NOUN
cet-15002	116	14	bed	bed	NOUN
cet-15002	116	15	reactors	reactor	NOUN
cet-15002	116	16	containing	contain	VERB
cet-15002	116	17	trilobed	trilobe	VERB
cet-15002	116	18	extrusions	extrusion	NOUN
cet-15002	116	19	packed	pack	VERB
cet-15002	116	20	using	use	VERB
cet-15002	116	21	different	different	ADJ
cet-15002	116	22	techniques	technique	NOUN
cet-15002	116	23	.	.	PUNCT
cet-15002	117	1	results	result	NOUN
cet-15002	117	2	in	in	ADP
cet-15002	117	3	engineering	engineering	NOUN
cet-15002	117	4	,	,	PUNCT
cet-15002	117	5	17	17	NUM
cet-15002	117	6	,	,	PUNCT
cet-15002	117	7	100704	100704	NUM
cet-15002	117	8	.	.	PUNCT
cet-15002	118	1	qi	qi	PROPN
cet-15002	118	2	b.	b.	PROPN
cet-15002	118	3	,	,	PUNCT
cet-15002	118	4	uribe	uribe	PROPN
cet-15002	118	5	s.	s.	PROPN
cet-15002	118	6	,	,	PUNCT
cet-15002	118	7	farid	farid	PROPN
cet-15002	118	8	o.	o.	PROPN
cet-15002	118	9	,	,	PUNCT
cet-15002	118	10	al	al	PROPN
cet-15002	118	11	-	-	PUNCT
cet-15002	118	12	dahhan	dahhan	ADJ
cet-15002	118	13	m.	m.	NOUN
cet-15002	118	14	,	,	PUNCT
cet-15002	118	15	2021	2021	NUM
cet-15002	118	16	,	,	PUNCT
cet-15002	118	17	development	development	NOUN
cet-15002	118	18	of	of	ADP
cet-15002	118	19	a	a	DET
cet-15002	118	20	hybrid	hybrid	ADJ
cet-15002	118	21	pressure	pressure	NOUN
cet-15002	118	22	drop	drop	NOUN
cet-15002	118	23	and	and	CCONJ
cet-15002	118	24	liquid	liquid	ADJ
cet-15002	118	25	holdup	holdup	NOUN
cet-15002	118	26	phenomenological	phenomenological	ADJ
cet-15002	118	27	model	model	NOUN
cet-15002	118	28	for	for	ADP
cet-15002	118	29	trickle	trickle	NOUN
cet-15002	118	30	bed	bed	NOUN
cet-15002	118	31	reactors	reactor	NOUN
cet-15002	118	32	based	base	VERB
cet-15002	118	33	on	on	ADP
cet-15002	118	34	two	two	NUM
cet-15002	118	35	-	-	PUNCT
cet-15002	118	36	phase	phase	NOUN
cet-15002	118	37	volume	volume	NOUN
cet-15002	118	38	averaged	average	VERB
cet-15002	118	39	equations	equation	NOUN
cet-15002	118	40	.	.	PUNCT
cet-15002	119	1	the	the	DET
cet-15002	119	2	canadian	canadian	ADJ
cet-15002	119	3	journal	journal	PROPN
cet-15002	119	4	of	of	ADP
cet-15002	119	5	chemical	chemical	PROPN
cet-15002	119	6	engineering	engineering	NOUN
cet-15002	119	7	,	,	PUNCT
cet-15002	119	8	99(8	99(8	NUM
cet-15002	119	9	)	)	PUNCT
cet-15002	119	10	,	,	PUNCT
cet-15002	119	11	1811	1811	NUM
cet-15002	119	12	–	–	PUNCT
cet-15002	119	13	1823	1823	NUM
cet-15002	119	14	.	.	PUNCT
cet-15002	120	1	zhang	zhang	PROPN
cet-15002	120	2	s.	s.	PROPN
cet-15002	120	3	,	,	PUNCT
cet-15002	120	4	müller	müller	PROPN
cet-15002	120	5	d.	d.	PROPN
cet-15002	120	6	,	,	PUNCT
cet-15002	120	7	arellano	arellano	PROPN
cet-15002	120	8	-	-	PUNCT
cet-15002	120	9	garcia	garcia	PROPN
cet-15002	120	10	h.	h.	PROPN
cet-15002	120	11	,	,	PUNCT
cet-15002	120	12	wozny	wozny	ADJ
cet-15002	120	13	g.	g.	PROPN
cet-15002	120	14	,	,	PUNCT
cet-15002	120	15	2013	2013	NUM
cet-15002	120	16	,	,	PUNCT
cet-15002	120	17	cfd	cfd	NOUN
cet-15002	120	18	simulation	simulation	NOUN
cet-15002	120	19	of	of	ADP
cet-15002	120	20	the	the	DET
cet-15002	120	21	fluid	fluid	ADJ
cet-15002	120	22	hydrodynamics	hydrodynamic	NOUN
cet-15002	120	23	in	in	ADP
cet-15002	120	24	a	a	DET
cet-15002	120	25	continuous	continuous	ADJ
cet-15002	120	26	stirred	stir	VERB
cet-15002	120	27	-	-	PUNCT
cet-15002	120	28	tank	tank	NOUN
cet-15002	120	29	reactor	reactor	NOUN
cet-15002	120	30	.	.	PUNCT
cet-15002	121	1	chemical	chemical	NOUN
cet-15002	121	2	engineering	engineering	NOUN
cet-15002	121	3	transactions	transaction	NOUN
cet-15002	121	4	,	,	PUNCT
cet-15002	121	5	32	32	NUM
cet-15002	121	6	,	,	PUNCT
cet-15002	121	7	1441	1441	NUM
cet-15002	121	8	-	-	SYM
cet-15002	121	9	1446	1446	NUM
cet-15002	121	10	.	.	PUNCT
cet-15002	122	1	zhao	zhao	PROPN
cet-15002	122	2	x.	x.	PROPN
cet-15002	122	3	,	,	PUNCT
cet-15002	122	4	yang	yang	PROPN
cet-15002	122	5	c.	c.	PROPN
cet-15002	122	6	,	,	PUNCT
cet-15002	122	7	lu	lu	PROPN
cet-15002	122	8	m.	m.	NOUN
cet-15002	122	9	,	,	PUNCT
cet-15002	122	10	shi	shi	PROPN
cet-15002	122	11	y.	y.	PROPN
cet-15002	122	12	,	,	PUNCT
cet-15002	122	13	qian	qian	PROPN
cet-15002	122	14	g.	g.	PROPN
cet-15002	122	15	,	,	PUNCT
cet-15002	122	16	zhou	zhou	PROPN
cet-15002	122	17	x.	x.	PROPN
cet-15002	122	18	,	,	PUNCT
cet-15002	122	19	duan	duan	PROPN
cet-15002	122	20	x.	x.	PROPN
cet-15002	122	21	,	,	PUNCT
cet-15002	122	22	2020	2020	NUM
cet-15002	122	23	,	,	PUNCT
cet-15002	122	24	coupling	couple	VERB
cet-15002	122	25	non	non	ADJ
cet-15002	122	26	-	-	ADJ
cet-15002	122	27	isothermal	isothermal	ADJ
cet-15002	122	28	trickle	trickle	NOUN
cet-15002	122	29	-	-	PUNCT
cet-15002	122	30	bed	bed	NOUN
cet-15002	122	31	reactor	reactor	NOUN
cet-15002	122	32	with	with	ADP
cet-15002	122	33	catalyst	catalyst	NOUN
cet-15002	122	34	pellet	pellet	NOUN
cet-15002	122	35	models	model	NOUN
cet-15002	122	36	to	to	PART
cet-15002	122	37	understand	understand	VERB
cet-15002	122	38	the	the	DET
cet-15002	122	39	reaction	reaction	NOUN
cet-15002	122	40	and	and	CCONJ
cet-15002	122	41	diffusion	diffusion	NOUN
cet-15002	122	42	in	in	ADP
cet-15002	122	43	gas	gas	NOUN
cet-15002	122	44	oil	oil	NOUN
cet-15002	122	45	hydrodesulfurization	hydrodesulfurization	NOUN
cet-15002	122	46	.	.	PUNCT
cet-15002	123	1	chinese	chinese	ADJ
cet-15002	123	2	journal	journal	PROPN
cet-15002	123	3	of	of	ADP
cet-15002	123	4	chemical	chemical	PROPN
cet-15002	123	5	engineering	engineering	NOUN
cet-15002	123	6	,	,	PUNCT
cet-15002	123	7	28	28	NUM
cet-15002	123	8	,	,	PUNCT
cet-15002	123	9	1095	1095	NUM
cet-15002	123	10	–	–	PUNCT
cet-15002	123	11	1106	1106	NUM
cet-15002	123	12	.	.	PUNCT
cet-15002	124	1	582	582	NUM