id	sid	tid	token	lemma	pos
cet-11940	1	1	doi	doi	NOUN
cet-11940	1	2	:	:	PUNCT
cet-11940	1	3	10.3303	10.3303	NUM
cet-11940	1	4	/	/	SYM
cet-11940	1	5	cet2188147	cet2188147	NOUN
cet-11940	1	6	paper	paper	NOUN
cet-11940	1	7	received	receive	VERB
cet-11940	1	8	:	:	PUNCT
cet-11940	1	9	31	31	NUM
cet-11940	1	10	may	may	PROPN
cet-11940	1	11	2021	2021	NUM
cet-11940	1	12	;	;	PUNCT
cet-11940	1	13	revised	revise	VERB
cet-11940	1	14	:	:	PUNCT
cet-11940	1	15	20	20	NUM
cet-11940	1	16	july	july	PROPN
cet-11940	1	17	2021	2021	NUM
cet-11940	1	18	;	;	PUNCT
cet-11940	1	19	accepted	accept	VERB
cet-11940	1	20	:	:	PUNCT
cet-11940	1	21	4	4	NUM
cet-11940	1	22	october	october	NOUN
cet-11940	1	23	2021	2021	NUM
cet-11940	1	24	please	please	INTJ
cet-11940	1	25	cite	cite	VERB
cet-11940	1	26	this	this	DET
cet-11940	1	27	article	article	NOUN
cet-11940	1	28	as	as	ADP
cet-11940	1	29	:	:	PUNCT
cet-11940	1	30	huynh	huynh	PROPN
cet-11940	1	31	t.a	t.a	PROPN
cet-11940	1	32	.	.	PROPN
cet-11940	1	33	,	,	PUNCT
cet-11940	1	34	raeisi	raeisi	PROPN
cet-11940	1	35	m.	m.	NOUN
cet-11940	1	36	,	,	PUNCT
cet-11940	1	37	franke	franke	PROPN
cet-11940	1	38	m.b	m.b	PROPN
cet-11940	1	39	.	.	PROPN
cet-11940	1	40	,	,	PUNCT
cet-11940	1	41	zondervan	zondervan	PROPN
cet-11940	1	42	e.	e.	PROPN
cet-11940	1	43	,	,	PUNCT
cet-11940	1	44	2021	2021	NUM
cet-11940	1	45	,	,	PUNCT
cet-11940	1	46	novel	novel	ADJ
cet-11940	1	47	dynamic	dynamic	ADJ
cet-11940	1	48	cleaning	cleaning	NOUN
cet-11940	1	49	model	model	NOUN
cet-11940	1	50	for	for	ADP
cet-11940	1	51	cyclic	cyclic	ADJ
cet-11940	1	52	operation	operation	NOUN
cet-11940	1	53	of	of	ADP
cet-11940	1	54	biodiesel	biodiesel	NOUN
cet-11940	1	55	membrane	membrane	NOUN
cet-11940	1	56	reactors	reactor	NOUN
cet-11940	1	57	,	,	PUNCT
cet-11940	1	58	chemical	chemical	ADJ
cet-11940	1	59	engineering	engineering	NOUN
cet-11940	1	60	transactions	transaction	NOUN
cet-11940	1	61	,	,	PUNCT
cet-11940	1	62	88	88	NUM
cet-11940	1	63	,	,	PUNCT
cet-11940	1	64	883	883	NUM
cet-11940	1	65	-	-	SYM
cet-11940	1	66	888	888	NUM
cet-11940	1	67	doi:10.3303	doi:10.3303	NOUN
cet-11940	1	68	/	/	SYM
cet-11940	1	69	cet2188147	cet2188147	NOUN
cet-11940	1	70	chemical	chemical	PROPN
cet-11940	1	71	engineering	engineering	NOUN
cet-11940	1	72	transactions	transaction	NOUN
cet-11940	1	73	vol	vol	NOUN
cet-11940	1	74	.	.	PROPN
cet-11940	1	75	88	88	NUM
cet-11940	1	76	,	,	PUNCT
cet-11940	1	77	2021	2021	NUM
cet-11940	1	78	a	a	DET
cet-11940	1	79	publication	publication	NOUN
cet-11940	1	80	of	of	ADP
cet-11940	1	81	the	the	DET
cet-11940	1	82	italian	italian	ADJ
cet-11940	1	83	association	association	NOUN
cet-11940	1	84	of	of	ADP
cet-11940	1	85	chemical	chemical	PROPN
cet-11940	1	86	engineering	engineering	NOUN
cet-11940	1	87	online	online	ADV
cet-11940	1	88	at	at	ADP
cet-11940	1	89	www.cetjournal.it	www.cetjournal.it	PROPN
cet-11940	1	90	guest	guest	NOUN
cet-11940	1	91	editors	editor	NOUN
cet-11940	1	92	:	:	PUNCT
cet-11940	1	93	petar	petar	PROPN
cet-11940	1	94	s.	s.	PROPN
cet-11940	1	95	varbanov	varbanov	PROPN
cet-11940	1	96	,	,	PUNCT
cet-11940	1	97	yee	yee	PROPN
cet-11940	1	98	van	van	PROPN
cet-11940	1	99	fan	fan	PROPN
cet-11940	1	100	,	,	PUNCT
cet-11940	1	101	jiří	jiří	NOUN
cet-11940	1	102	j.	j.	PROPN
cet-11940	1	103	klemeš	klemeš	PROPN
cet-11940	1	104	copyright	copyright	NOUN
cet-11940	1	105	©	©	PROPN
cet-11940	1	106	2021	2021	NUM
cet-11940	1	107	,	,	PUNCT
cet-11940	1	108	aidic	aidic	ADJ
cet-11940	1	109	servizi	servizi	PROPN
cet-11940	1	110	s.r.l	s.r.l	PROPN
cet-11940	1	111	.	.	PUNCT
cet-11940	2	1	isbn	isbn	ADJ
cet-11940	2	2	978	978	NUM
cet-11940	2	3	-	-	SYM
cet-11940	2	4	88	88	NUM
cet-11940	2	5	-	-	PUNCT
cet-11940	2	6	95608	95608	NUM
cet-11940	2	7	-	-	PUNCT
cet-11940	2	8	86	86	NUM
cet-11940	2	9	-	-	SYM
cet-11940	2	10	0	0	NUM
cet-11940	2	11	;	;	PUNCT
cet-11940	2	12	issn	issn	PROPN
cet-11940	2	13	2283	2283	NUM
cet-11940	2	14	-	-	SYM
cet-11940	2	15	9216	9216	NUM
cet-11940	2	16	novel	novel	ADJ
cet-11940	2	17	dynamic	dynamic	ADJ
cet-11940	2	18	cleaning	cleaning	NOUN
cet-11940	2	19	model	model	NOUN
cet-11940	2	20	for	for	ADP
cet-11940	2	21	cyclic	cyclic	ADJ
cet-11940	2	22	operation	operation	NOUN
cet-11940	2	23	of	of	ADP
cet-11940	2	24	biodiesel	biodiesel	NOUN
cet-11940	2	25	membrane	membrane	NOUN
cet-11940	2	26	reactors	reactor	NOUN
cet-11940	2	27	thien	thien	PROPN
cet-11940	2	28	an	an	DET
cet-11940	2	29	huynh	huynh	PROPN
cet-11940	2	30	*	*	PROPN
cet-11940	2	31	,	,	PUNCT
cet-11940	2	32	maryam	maryam	PROPN
cet-11940	2	33	raeisi	raeisi	VERB
cet-11940	2	34	,	,	PUNCT
cet-11940	3	1	meik	meik	PROPN
cet-11940	3	2	b.	b.	PROPN
cet-11940	3	3	franke	franke	PROPN
cet-11940	3	4	,	,	PUNCT
cet-11940	3	5	edwin	edwin	PROPN
cet-11940	3	6	zondervan	zondervan	PROPN
cet-11940	3	7	sustainable	sustainable	ADJ
cet-11940	3	8	process	process	NOUN
cet-11940	3	9	technology	technology	NOUN
cet-11940	3	10	,	,	PUNCT
cet-11940	3	11	faculty	faculty	NOUN
cet-11940	3	12	of	of	ADP
cet-11940	3	13	science	science	NOUN
cet-11940	3	14	and	and	CCONJ
cet-11940	3	15	technology	technology	NOUN
cet-11940	3	16	,	,	PUNCT
cet-11940	3	17	university	university	PROPN
cet-11940	3	18	of	of	ADP
cet-11940	3	19	twente	twente	PROPN
cet-11940	3	20	meander	meander	PROPN
cet-11940	3	21	,	,	PUNCT
cet-11940	3	22	kamer	kamer	PROPN
cet-11940	3	23	216	216	NUM
cet-11940	3	24	,	,	PUNCT
cet-11940	3	25	postbus	postbus	NOUN
cet-11940	3	26	217	217	NUM
cet-11940	3	27	,	,	PUNCT
cet-11940	3	28	7500	7500	NUM
cet-11940	3	29	ae	ae	PROPN
cet-11940	3	30	ensched	ensche	VERB
cet-11940	3	31	,	,	PUNCT
cet-11940	3	32	the	the	DET
cet-11940	3	33	netherlands	netherlands	PROPN
cet-11940	3	34	t.a.huynh@utwente.nl	t.a.huynh@utwente.nl	NOUN
cet-11940	3	35	a	a	DET
cet-11940	3	36	membrane	membrane	NOUN
cet-11940	3	37	reactor	reactor	NOUN
cet-11940	3	38	produces	produce	VERB
cet-11940	3	39	high	high	ADJ
cet-11940	3	40	-	-	PUNCT
cet-11940	3	41	quality	quality	NOUN
cet-11940	3	42	biodiesel	biodiesel	NOUN
cet-11940	3	43	by	by	ADP
cet-11940	3	44	combining	combine	VERB
cet-11940	3	45	both	both	DET
cet-11940	3	46	reaction	reaction	NOUN
cet-11940	3	47	and	and	CCONJ
cet-11940	3	48	separation	separation	NOUN
cet-11940	3	49	in	in	ADP
cet-11940	3	50	a	a	DET
cet-11940	3	51	single	single	ADJ
cet-11940	3	52	unit	unit	NOUN
cet-11940	3	53	.	.	PUNCT
cet-11940	4	1	however	however	ADV
cet-11940	4	2	,	,	PUNCT
cet-11940	4	3	the	the	DET
cet-11940	4	4	reactor	reactor	NOUN
cet-11940	4	5	has	have	VERB
cet-11940	4	6	disadvantages	disadvantage	NOUN
cet-11940	4	7	such	such	ADJ
cet-11940	4	8	as	as	ADP
cet-11940	4	9	high	high	ADJ
cet-11940	4	10	operating	operating	NOUN
cet-11940	4	11	expense	expense	NOUN
cet-11940	4	12	and	and	CCONJ
cet-11940	4	13	reduced	reduced	ADJ
cet-11940	4	14	efficiency	efficiency	NOUN
cet-11940	4	15	over	over	ADP
cet-11940	4	16	time	time	NOUN
cet-11940	4	17	due	due	ADP
cet-11940	4	18	to	to	ADP
cet-11940	4	19	membrane	membrane	ADJ
cet-11940	4	20	fouling	fouling	NOUN
cet-11940	4	21	.	.	PUNCT
cet-11940	5	1	to	to	PART
cet-11940	5	2	solve	solve	VERB
cet-11940	5	3	this	this	DET
cet-11940	5	4	issue	issue	NOUN
cet-11940	5	5	,	,	PUNCT
cet-11940	5	6	frequent	frequent	ADJ
cet-11940	5	7	cleaning	cleaning	NOUN
cet-11940	5	8	with	with	ADP
cet-11940	5	9	physical	physical	ADJ
cet-11940	5	10	and	and	CCONJ
cet-11940	5	11	chemical	chemical	NOUN
cet-11940	5	12	methods	method	NOUN
cet-11940	5	13	is	be	AUX
cet-11940	5	14	required	require	VERB
cet-11940	5	15	.	.	PUNCT
cet-11940	6	1	membrane	membrane	NOUN
cet-11940	6	2	cleaning	cleaning	NOUN
cet-11940	6	3	contributes	contribute	VERB
cet-11940	6	4	to	to	ADP
cet-11940	6	5	the	the	DET
cet-11940	6	6	reactor	reactor	NOUN
cet-11940	6	7	’s	’s	PART
cet-11940	6	8	operating	operate	VERB
cet-11940	6	9	cost	cost	NOUN
cet-11940	6	10	to	to	ADP
cet-11940	6	11	a	a	DET
cet-11940	6	12	large	large	ADJ
cet-11940	6	13	extent	extent	NOUN
cet-11940	6	14	,	,	PUNCT
cet-11940	6	15	including	include	VERB
cet-11940	6	16	energy	energy	NOUN
cet-11940	6	17	,	,	PUNCT
cet-11940	6	18	chemicals	chemical	NOUN
cet-11940	6	19	and	and	CCONJ
cet-11940	6	20	even	even	ADV
cet-11940	6	21	production	production	NOUN
cet-11940	6	22	loss	loss	NOUN
cet-11940	6	23	.	.	PUNCT
cet-11940	7	1	although	although	SCONJ
cet-11940	7	2	there	there	PRON
cet-11940	7	3	have	have	AUX
cet-11940	7	4	been	be	AUX
cet-11940	7	5	studies	study	NOUN
cet-11940	7	6	undertaken	undertake	VERB
cet-11940	7	7	focusing	focus	VERB
cet-11940	7	8	on	on	ADP
cet-11940	7	9	improving	improve	VERB
cet-11940	7	10	membrane	membrane	NOUN
cet-11940	7	11	cleaning	cleaning	NOUN
cet-11940	7	12	,	,	PUNCT
cet-11940	7	13	optimizing	optimize	VERB
cet-11940	7	14	the	the	DET
cet-11940	7	15	performance	performance	NOUN
cet-11940	7	16	of	of	ADP
cet-11940	7	17	the	the	DET
cet-11940	7	18	membrane	membrane	NOUN
cet-11940	7	19	reactor	reactor	NOUN
cet-11940	7	20	in	in	ADP
cet-11940	7	21	biodiesel	biodiesel	NOUN
cet-11940	7	22	production	production	NOUN
cet-11940	7	23	has	have	AUX
cet-11940	7	24	received	receive	VERB
cet-11940	7	25	limited	limited	ADJ
cet-11940	7	26	attention	attention	NOUN
cet-11940	7	27	.	.	PUNCT
cet-11940	8	1	in	in	ADP
cet-11940	8	2	this	this	DET
cet-11940	8	3	work	work	NOUN
cet-11940	8	4	,	,	PUNCT
cet-11940	8	5	a	a	DET
cet-11940	8	6	novel	novel	ADJ
cet-11940	8	7	membrane	membrane	NOUN
cet-11940	8	8	cleaning	cleaning	NOUN
cet-11940	8	9	model	model	NOUN
cet-11940	8	10	is	be	AUX
cet-11940	8	11	presented	present	VERB
cet-11940	8	12	and	and	CCONJ
cet-11940	8	13	used	use	VERB
cet-11940	8	14	to	to	PART
cet-11940	8	15	optimize	optimize	VERB
cet-11940	8	16	the	the	DET
cet-11940	8	17	membrane	membrane	NOUN
cet-11940	8	18	reactor	reactor	NOUN
cet-11940	8	19	efficiency	efficiency	NOUN
cet-11940	8	20	in	in	ADP
cet-11940	8	21	terms	term	NOUN
cet-11940	8	22	of	of	ADP
cet-11940	8	23	biodiesel	biodiesel	NOUN
cet-11940	8	24	yield	yield	NOUN
cet-11940	8	25	and	and	CCONJ
cet-11940	8	26	cleaning	cleaning	NOUN
cet-11940	8	27	costs	cost	NOUN
cet-11940	8	28	.	.	PUNCT
cet-11940	9	1	the	the	DET
cet-11940	9	2	model	model	NOUN
cet-11940	9	3	captures	capture	VERB
cet-11940	9	4	the	the	DET
cet-11940	9	5	dynamic	dynamic	ADJ
cet-11940	9	6	states	state	NOUN
cet-11940	9	7	of	of	ADP
cet-11940	9	8	reversible	reversible	ADJ
cet-11940	9	9	and	and	CCONJ
cet-11940	9	10	irreversible	irreversible	ADJ
cet-11940	9	11	membrane	membrane	NOUN
cet-11940	9	12	fouling	fouling	NOUN
cet-11940	9	13	during	during	ADP
cet-11940	9	14	the	the	DET
cet-11940	9	15	cleaning	cleaning	NOUN
cet-11940	9	16	process	process	NOUN
cet-11940	9	17	.	.	PUNCT
cet-11940	10	1	it	it	PRON
cet-11940	10	2	is	be	AUX
cet-11940	10	3	further	far	ADV
cet-11940	10	4	used	use	VERB
cet-11940	10	5	to	to	PART
cet-11940	10	6	evaluate	evaluate	VERB
cet-11940	10	7	the	the	DET
cet-11940	10	8	effects	effect	NOUN
cet-11940	10	9	of	of	ADP
cet-11940	10	10	backwashing	backwashing	NOUN
cet-11940	10	11	and	and	CCONJ
cet-11940	10	12	chemical	chemical	NOUN
cet-11940	10	13	cleaning	cleaning	NOUN
cet-11940	10	14	on	on	ADP
cet-11940	10	15	the	the	DET
cet-11940	10	16	membrane	membrane	NOUN
cet-11940	10	17	reactor	reactor	NOUN
cet-11940	10	18	.	.	PUNCT
cet-11940	11	1	the	the	DET
cet-11940	11	2	results	result	NOUN
cet-11940	11	3	show	show	VERB
cet-11940	11	4	that	that	SCONJ
cet-11940	11	5	the	the	DET
cet-11940	11	6	number	number	NOUN
cet-11940	11	7	of	of	ADP
cet-11940	11	8	backwashes	backwash	NOUN
cet-11940	11	9	during	during	ADP
cet-11940	11	10	operation	operation	NOUN
cet-11940	11	11	is	be	AUX
cet-11940	11	12	a	a	DET
cet-11940	11	13	crucial	crucial	ADJ
cet-11940	11	14	factor	factor	NOUN
cet-11940	11	15	to	to	PART
cet-11940	11	16	improve	improve	VERB
cet-11940	11	17	reactor	reactor	NOUN
cet-11940	11	18	productivity	productivity	NOUN
cet-11940	11	19	and	and	CCONJ
cet-11940	11	20	reduce	reduce	VERB
cet-11940	11	21	the	the	DET
cet-11940	11	22	cleaning	cleaning	NOUN
cet-11940	11	23	cost	cost	NOUN
cet-11940	11	24	.	.	PUNCT
cet-11940	12	1	the	the	DET
cet-11940	12	2	membrane	membrane	NOUN
cet-11940	12	3	reactor	reactor	NOUN
cet-11940	12	4	’s	’s	PART
cet-11940	12	5	operating	operating	NOUN
cet-11940	12	6	time	time	NOUN
cet-11940	12	7	rose	rise	VERB
cet-11940	12	8	2	2	NUM
cet-11940	12	9	to	to	ADP
cet-11940	12	10	3	3	NUM
cet-11940	12	11	times	time	NOUN
cet-11940	12	12	when	when	SCONJ
cet-11940	12	13	the	the	DET
cet-11940	12	14	operating	operating	NOUN
cet-11940	12	15	period	period	NOUN
cet-11940	12	16	between	between	ADP
cet-11940	12	17	two	two	NUM
cet-11940	12	18	backwashes	backwash	NOUN
cet-11940	12	19	,	,	PUNCT
cet-11940	12	20	or	or	CCONJ
cet-11940	12	21	an	an	DET
cet-11940	12	22	operating	operating	NOUN
cet-11940	12	23	cycle	cycle	NOUN
cet-11940	12	24	,	,	PUNCT
cet-11940	12	25	reduced	reduce	VERB
cet-11940	12	26	from	from	ADP
cet-11940	12	27	70	70	NUM
cet-11940	12	28	min	min	NOUN
cet-11940	12	29	to	to	ADP
cet-11940	12	30	15	15	NUM
cet-11940	12	31	min	min	NOUN
cet-11940	12	32	.	.	PUNCT
cet-11940	13	1	the	the	DET
cet-11940	13	2	biodiesel	biodiesel	NOUN
cet-11940	13	3	yield	yield	NOUN
cet-11940	13	4	increased	increase	VERB
cet-11940	13	5	significantly	significantly	ADV
cet-11940	13	6	due	due	ADP
cet-11940	13	7	to	to	ADP
cet-11940	13	8	the	the	DET
cet-11940	13	9	extended	extended	ADJ
cet-11940	13	10	operation	operation	NOUN
cet-11940	13	11	.	.	PUNCT
cet-11940	14	1	however	however	ADV
cet-11940	14	2	,	,	PUNCT
cet-11940	14	3	longer	long	ADV
cet-11940	14	4	operating	operating	NOUN
cet-11940	14	5	time	time	NOUN
cet-11940	14	6	led	lead	VERB
cet-11940	14	7	to	to	ADP
cet-11940	14	8	an	an	DET
cet-11940	14	9	accumulation	accumulation	NOUN
cet-11940	14	10	of	of	ADP
cet-11940	14	11	more	more	ADV
cet-11940	14	12	irreversible	irreversible	ADJ
cet-11940	14	13	fouling	fouling	NOUN
cet-11940	14	14	,	,	PUNCT
cet-11940	14	15	which	which	PRON
cet-11940	14	16	could	could	AUX
cet-11940	14	17	not	not	PART
cet-11940	14	18	be	be	AUX
cet-11940	14	19	removed	remove	VERB
cet-11940	14	20	by	by	ADP
cet-11940	14	21	backwashing	backwashing	NOUN
cet-11940	14	22	.	.	PUNCT
cet-11940	15	1	the	the	DET
cet-11940	15	2	cost	cost	NOUN
cet-11940	15	3	of	of	ADP
cet-11940	15	4	chemical	chemical	ADJ
cet-11940	15	5	cleaning	cleaning	NOUN
cet-11940	15	6	rose	rise	VERB
cet-11940	15	7	as	as	SCONJ
cet-11940	15	8	the	the	DET
cet-11940	15	9	irreversible	irreversible	ADJ
cet-11940	15	10	fouling	fouling	NOUN
cet-11940	15	11	level	level	NOUN
cet-11940	15	12	increased	increase	VERB
cet-11940	15	13	.	.	PUNCT
cet-11940	16	1	regarding	regard	VERB
cet-11940	16	2	the	the	DET
cet-11940	16	3	cost	cost	NOUN
cet-11940	16	4	-	-	PUNCT
cet-11940	16	5	to	to	ADP
cet-11940	16	6	-	-	PUNCT
cet-11940	16	7	yield	yield	NOUN
cet-11940	16	8	ratio	ratio	NOUN
cet-11940	16	9	of	of	ADP
cet-11940	16	10	the	the	DET
cet-11940	16	11	biodiesel	biodiesel	NOUN
cet-11940	16	12	reactor	reactor	NOUN
cet-11940	16	13	,	,	PUNCT
cet-11940	16	14	the	the	DET
cet-11940	16	15	best	good	ADJ
cet-11940	16	16	operating	operating	NOUN
cet-11940	16	17	conditions	condition	NOUN
cet-11940	16	18	were	be	AUX
cet-11940	16	19	found	find	VERB
cet-11940	16	20	at	at	ADP
cet-11940	16	21	the	the	DET
cet-11940	16	22	operating	operate	VERB
cet-11940	16	23	cycle	cycle	NOUN
cet-11940	16	24	of	of	ADP
cet-11940	16	25	25	25	NUM
cet-11940	16	26	minutes	minute	NOUN
cet-11940	16	27	between	between	ADP
cet-11940	16	28	2	2	NUM
cet-11940	16	29	backwashes	backwash	NOUN
cet-11940	16	30	.	.	PUNCT
cet-11940	17	1	overall	overall	ADV
cet-11940	17	2	,	,	PUNCT
cet-11940	17	3	the	the	DET
cet-11940	17	4	cleaning	cleaning	NOUN
cet-11940	17	5	model	model	NOUN
cet-11940	17	6	allows	allow	VERB
cet-11940	17	7	the	the	DET
cet-11940	17	8	prediction	prediction	NOUN
cet-11940	17	9	and	and	CCONJ
cet-11940	17	10	reduction	reduction	NOUN
cet-11940	17	11	of	of	ADP
cet-11940	17	12	the	the	DET
cet-11940	17	13	cleaning	clean	VERB
cet-11940	17	14	expense	expense	NOUN
cet-11940	17	15	of	of	ADP
cet-11940	17	16	the	the	DET
cet-11940	17	17	membrane	membrane	NOUN
cet-11940	17	18	reactor	reactor	NOUN
cet-11940	17	19	,	,	PUNCT
cet-11940	17	20	increasing	increase	VERB
cet-11940	17	21	its	its	PRON
cet-11940	17	22	potential	potential	NOUN
cet-11940	17	23	as	as	ADP
cet-11940	17	24	a	a	DET
cet-11940	17	25	biodiesel	biodiesel	NOUN
cet-11940	17	26	production	production	NOUN
cet-11940	17	27	technology	technology	NOUN
cet-11940	17	28	significantly	significantly	ADV
cet-11940	17	29	.	.	PUNCT
cet-11940	18	1	1	1	X
cet-11940	18	2	.	.	X
cet-11940	18	3	introduction	introduction	NOUN
cet-11940	18	4	biodiesel	biodiesel	NOUN
cet-11940	18	5	,	,	PUNCT
cet-11940	18	6	which	which	PRON
cet-11940	18	7	is	be	AUX
cet-11940	18	8	mainly	mainly	ADV
cet-11940	18	9	produced	produce	VERB
cet-11940	18	10	from	from	ADP
cet-11940	18	11	the	the	DET
cet-11940	18	12	transesterification	transesterification	NOUN
cet-11940	18	13	of	of	ADP
cet-11940	18	14	vegetable	vegetable	ADJ
cet-11940	18	15	oil	oil	NOUN
cet-11940	18	16	and	and	CCONJ
cet-11940	18	17	alcohol	alcohol	NOUN
cet-11940	18	18	,	,	PUNCT
cet-11940	18	19	is	be	AUX
cet-11940	18	20	a	a	DET
cet-11940	18	21	cornerstone	cornerstone	NOUN
cet-11940	18	22	of	of	ADP
cet-11940	18	23	the	the	DET
cet-11940	18	24	european	european	PROPN
cet-11940	18	25	union	union	PROPN
cet-11940	18	26	’s	’s	PART
cet-11940	18	27	(	(	PUNCT
cet-11940	18	28	eu	eu	NOUN
cet-11940	18	29	)	)	PUNCT
cet-11940	18	30	greenhouse	greenhouse	NOUN
cet-11940	18	31	gas	gas	NOUN
cet-11940	18	32	reduction	reduction	NOUN
cet-11940	18	33	strategy	strategy	NOUN
cet-11940	18	34	to	to	PART
cet-11940	18	35	reduce	reduce	VERB
cet-11940	18	36	the	the	DET
cet-11940	18	37	use	use	NOUN
cet-11940	18	38	of	of	ADP
cet-11940	18	39	fossil	fossil	ADJ
cet-11940	18	40	fuels	fuel	NOUN
cet-11940	18	41	in	in	ADP
cet-11940	18	42	the	the	DET
cet-11940	18	43	transport	transport	NOUN
cet-11940	18	44	sector	sector	NOUN
cet-11940	18	45	.	.	PUNCT
cet-11940	19	1	biodiesel	biodiesel	NOUN
cet-11940	19	2	consumption	consumption	NOUN
cet-11940	19	3	has	have	AUX
cet-11940	19	4	seen	see	VERB
cet-11940	19	5	a	a	DET
cet-11940	19	6	rise	rise	NOUN
cet-11940	19	7	of	of	ADP
cet-11940	19	8	6.36	6.36	NUM
cet-11940	19	9	%	%	NOUN
cet-11940	19	10	in	in	ADP
cet-11940	19	11	eu	eu	PROPN
cet-11940	19	12	transportation	transportation	NOUN
cet-11940	19	13	,	,	PUNCT
cet-11940	19	14	from	from	ADP
cet-11940	19	15	13.49	13.49	NUM
cet-11940	19	16	mtoe	mtoe	NOUN
cet-11940	19	17	in	in	ADP
cet-11940	19	18	2018	2018	NUM
cet-11940	19	19	to	to	ADP
cet-11940	19	20	14.349	14.349	NUM
cet-11940	19	21	mtoe	mtoe	NOUN
cet-11940	19	22	in	in	ADP
cet-11940	19	23	2019	2019	NUM
cet-11940	19	24	(	(	PUNCT
cet-11940	19	25	observ'er	observ'er	NOUN
cet-11940	19	26	,	,	PUNCT
cet-11940	19	27	2020	2020	NUM
cet-11940	19	28	)	)	PUNCT
cet-11940	19	29	.	.	PUNCT
cet-11940	20	1	however	however	ADV
cet-11940	20	2	,	,	PUNCT
cet-11940	20	3	the	the	DET
cet-11940	20	4	high	high	ADJ
cet-11940	20	5	price	price	NOUN
cet-11940	20	6	of	of	ADP
cet-11940	20	7	biodiesel	biodiesel	NOUN
cet-11940	20	8	has	have	AUX
cet-11940	20	9	become	become	VERB
cet-11940	20	10	the	the	DET
cet-11940	20	11	greatest	great	ADJ
cet-11940	20	12	challenge	challenge	NOUN
cet-11940	20	13	in	in	ADP
cet-11940	20	14	replace	replace	NOUN
cet-11940	20	15	conventional	conventional	ADJ
cet-11940	20	16	fuels	fuel	NOUN
cet-11940	20	17	.	.	PUNCT
cet-11940	21	1	to	to	PART
cet-11940	21	2	reduce	reduce	VERB
cet-11940	21	3	the	the	DET
cet-11940	21	4	cost	cost	NOUN
cet-11940	21	5	of	of	ADP
cet-11940	21	6	biodiesel	biodiesel	NOUN
cet-11940	21	7	,	,	PUNCT
cet-11940	21	8	alternative	alternative	ADJ
cet-11940	21	9	feedstocks	feedstock	NOUN
cet-11940	21	10	and	and	CCONJ
cet-11940	21	11	innovative	innovative	ADJ
cet-11940	21	12	production	production	NOUN
cet-11940	21	13	processes	process	NOUN
cet-11940	21	14	have	have	AUX
cet-11940	21	15	been	be	AUX
cet-11940	21	16	studied	study	VERB
cet-11940	21	17	.	.	PUNCT
cet-11940	22	1	microalgae	microalgae	NOUN
cet-11940	22	2	are	be	AUX
cet-11940	22	3	considered	consider	VERB
cet-11940	22	4	a	a	DET
cet-11940	22	5	potential	potential	ADJ
cet-11940	22	6	candidate	candidate	NOUN
cet-11940	22	7	for	for	ADP
cet-11940	22	8	biodiesel	biodiesel	NOUN
cet-11940	22	9	production	production	NOUN
cet-11940	22	10	because	because	SCONJ
cet-11940	22	11	it	it	PRON
cet-11940	22	12	does	do	AUX
cet-11940	22	13	not	not	PART
cet-11940	22	14	require	require	VERB
cet-11940	22	15	agricultural	agricultural	ADJ
cet-11940	22	16	land	land	NOUN
cet-11940	22	17	,	,	PUNCT
cet-11940	22	18	can	can	AUX
cet-11940	22	19	grow	grow	VERB
cet-11940	22	20	very	very	ADV
cet-11940	22	21	fast	fast	ADV
cet-11940	22	22	,	,	PUNCT
cet-11940	22	23	and	and	CCONJ
cet-11940	22	24	has	have	VERB
cet-11940	22	25	a	a	DET
cet-11940	22	26	high	high	ADJ
cet-11940	22	27	biodiesel	biodiesel	NOUN
cet-11940	22	28	-	-	PUNCT
cet-11940	22	29	algae	algae	NOUN
cet-11940	22	30	oil	oil	NOUN
cet-11940	22	31	yield	yield	NOUN
cet-11940	22	32	(	(	PUNCT
cet-11940	22	33	96.45	96.45	NUM
cet-11940	22	34	%	%	NOUN
cet-11940	22	35	)	)	PUNCT
cet-11940	23	1	(	(	PUNCT
cet-11940	23	2	oprescu	oprescu	NOUN
cet-11940	23	3	et	et	PROPN
cet-11940	23	4	al	al	PROPN
cet-11940	23	5	.	.	PROPN
cet-11940	23	6	,	,	PUNCT
cet-11940	23	7	2015	2015	NUM
cet-11940	23	8	)	)	PUNCT
cet-11940	23	9	.	.	PUNCT
cet-11940	24	1	another	another	DET
cet-11940	24	2	promising	promise	VERB
cet-11940	24	3	feedstock	feedstock	NOUN
cet-11940	24	4	is	be	AUX
cet-11940	24	5	waste	waste	NOUN
cet-11940	24	6	cooking	cooking	NOUN
cet-11940	24	7	oil	oil	NOUN
cet-11940	24	8	which	which	PRON
cet-11940	24	9	is	be	AUX
cet-11940	24	10	a	a	DET
cet-11940	24	11	recyclable	recyclable	ADJ
cet-11940	24	12	material	material	NOUN
cet-11940	24	13	and	and	CCONJ
cet-11940	24	14	much	much	ADV
cet-11940	24	15	cheaper	cheap	ADJ
cet-11940	24	16	than	than	ADP
cet-11940	24	17	vegetable	vegetable	VERB
cet-11940	24	18	oil	oil	NOUN
cet-11940	24	19	.	.	PUNCT
cet-11940	25	1	however	however	ADV
cet-11940	25	2	,	,	PUNCT
cet-11940	25	3	its	its	PRON
cet-11940	25	4	production	production	NOUN
cet-11940	25	5	cost	cost	NOUN
cet-11940	25	6	is	be	AUX
cet-11940	25	7	still	still	ADV
cet-11940	25	8	slightly	slightly	ADV
cet-11940	25	9	higher	high	ADJ
cet-11940	25	10	(	(	PUNCT
cet-11940	25	11	~	~	SYM
cet-11940	25	12	3.5	3.5	NUM
cet-11940	25	13	%	%	NOUN
cet-11940	25	14	)	)	PUNCT
cet-11940	25	15	than	than	ADP
cet-11940	25	16	fossil	fossil	NOUN
cet-11940	25	17	-	-	PUNCT
cet-11940	25	18	fuel	fuel	NOUN
cet-11940	25	19	diesel	diesel	NOUN
cet-11940	25	20	due	due	ADP
cet-11940	25	21	to	to	ADP
cet-11940	25	22	additional	additional	ADJ
cet-11940	25	23	pre	pre	ADJ
cet-11940	25	24	-	-	ADJ
cet-11940	25	25	treatment	treatment	ADJ
cet-11940	25	26	stages	stage	NOUN
cet-11940	25	27	(	(	PUNCT
cet-11940	25	28	liu	liu	PROPN
cet-11940	25	29	et	et	PROPN
cet-11940	25	30	al	al	PROPN
cet-11940	25	31	.	.	PROPN
cet-11940	25	32	,	,	PUNCT
cet-11940	25	33	2021	2021	NUM
cet-11940	25	34	)	)	PUNCT
cet-11940	25	35	.	.	PUNCT
cet-11940	26	1	the	the	DET
cet-11940	26	2	price	price	NOUN
cet-11940	26	3	of	of	ADP
cet-11940	26	4	biodiesel	biodiesel	NOUN
cet-11940	26	5	can	can	AUX
cet-11940	26	6	also	also	ADV
cet-11940	26	7	be	be	AUX
cet-11940	26	8	reduced	reduce	VERB
cet-11940	26	9	by	by	ADP
cet-11940	26	10	applying	apply	VERB
cet-11940	26	11	new	new	ADJ
cet-11940	26	12	technology	technology	NOUN
cet-11940	26	13	in	in	ADP
cet-11940	26	14	both	both	CCONJ
cet-11940	26	15	the	the	DET
cet-11940	26	16	reaction	reaction	NOUN
cet-11940	26	17	and	and	CCONJ
cet-11940	26	18	separation	separation	NOUN
cet-11940	26	19	stages	stage	NOUN
cet-11940	26	20	of	of	ADP
cet-11940	26	21	production	production	NOUN
cet-11940	26	22	.	.	PUNCT
cet-11940	27	1	intensified	intensify	VERB
cet-11940	27	2	processes	process	NOUN
cet-11940	27	3	such	such	ADJ
cet-11940	27	4	as	as	ADP
cet-11940	27	5	reactive	reactive	ADJ
cet-11940	27	6	separations	separation	NOUN
cet-11940	27	7	are	be	AUX
cet-11940	27	8	interesting	interesting	ADJ
cet-11940	27	9	processes	process	NOUN
cet-11940	27	10	that	that	PRON
cet-11940	27	11	have	have	VERB
cet-11940	27	12	good	good	ADJ
cet-11940	27	13	simulated	simulate	VERB
cet-11940	27	14	results	result	NOUN
cet-11940	27	15	compared	compare	VERB
cet-11940	27	16	to	to	ADP
cet-11940	27	17	traditional	traditional	ADJ
cet-11940	27	18	processes	process	NOUN
cet-11940	27	19	.	.	PUNCT
cet-11940	28	1	however	however	ADV
cet-11940	28	2	,	,	PUNCT
cet-11940	28	3	their	their	PRON
cet-11940	28	4	utility	utility	NOUN
cet-11940	28	5	consumptions	consumption	NOUN
cet-11940	28	6	are	be	AUX
cet-11940	28	7	still	still	ADV
cet-11940	28	8	remarkably	remarkably	ADV
cet-11940	28	9	high	high	ADJ
cet-11940	28	10	and	and	CCONJ
cet-11940	28	11	would	would	AUX
cet-11940	28	12	need	need	VERB
cet-11940	28	13	to	to	PART
cet-11940	28	14	be	be	AUX
cet-11940	28	15	reduced	reduce	VERB
cet-11940	28	16	before	before	SCONJ
cet-11940	28	17	the	the	DET
cet-11940	28	18	process	process	NOUN
cet-11940	28	19	can	can	AUX
cet-11940	28	20	be	be	AUX
cet-11940	28	21	applied	apply	VERB
cet-11940	28	22	in	in	ADP
cet-11940	28	23	actual	actual	ADJ
cet-11940	28	24	production	production	NOUN
cet-11940	28	25	(	(	PUNCT
cet-11940	28	26	petrescu	petrescu	VERB
cet-11940	28	27	et	et	PROPN
cet-11940	28	28	al	al	PROPN
cet-11940	28	29	.	.	PROPN
cet-11940	28	30	,	,	PUNCT
cet-11940	28	31	2020	2020	NUM
cet-11940	28	32	)	)	PUNCT
cet-11940	28	33	.	.	PUNCT
cet-11940	29	1	membrane	membrane	NOUN
cet-11940	29	2	technology	technology	NOUN
cet-11940	29	3	has	have	AUX
cet-11940	29	4	gone	go	VERB
cet-11940	29	5	through	through	ADP
cet-11940	29	6	significant	significant	ADJ
cet-11940	29	7	developments	development	NOUN
cet-11940	29	8	in	in	ADP
cet-11940	29	9	the	the	DET
cet-11940	29	10	past	past	ADJ
cet-11940	29	11	decades	decade	NOUN
cet-11940	29	12	.	.	PUNCT
cet-11940	30	1	it	it	PRON
cet-11940	30	2	has	have	VERB
cet-11940	30	3	the	the	DET
cet-11940	30	4	potential	potential	NOUN
cet-11940	30	5	to	to	PART
cet-11940	30	6	improve	improve	VERB
cet-11940	30	7	biofuel	biofuel	NOUN
cet-11940	30	8	production	production	NOUN
cet-11940	30	9	.	.	PUNCT
cet-11940	31	1	a	a	DET
cet-11940	31	2	membrane	membrane	NOUN
cet-11940	31	3	reactor	reactor	NOUN
cet-11940	31	4	produces	produce	VERB
cet-11940	31	5	higher	high	ADJ
cet-11940	31	6	quality	quality	NOUN
cet-11940	31	7	biodiesel	biodiesel	NOUN
cet-11940	31	8	than	than	ADP
cet-11940	31	9	traditional	traditional	ADJ
cet-11940	31	10	reactors	reactor	NOUN
cet-11940	31	11	due	due	ADJ
cet-11940	31	12	883	883	NUM
cet-11940	31	13	to	to	ADP
cet-11940	31	14	its	its	PRON
cet-11940	31	15	high	high	ADJ
cet-11940	31	16	conversion	conversion	NOUN
cet-11940	31	17	rate	rate	NOUN
cet-11940	31	18	and	and	CCONJ
cet-11940	31	19	selectivity	selectivity	NOUN
cet-11940	31	20	of	of	ADP
cet-11940	31	21	the	the	DET
cet-11940	31	22	desirable	desirable	ADJ
cet-11940	31	23	product	product	NOUN
cet-11940	31	24	(	(	PUNCT
cet-11940	31	25	cao	cao	PROPN
cet-11940	31	26	et	et	PROPN
cet-11940	31	27	al	al	PROPN
cet-11940	31	28	.	.	PROPN
cet-11940	31	29	,	,	PUNCT
cet-11940	31	30	2008	2008	NUM
cet-11940	31	31	)	)	PUNCT
cet-11940	31	32	.	.	PUNCT
cet-11940	32	1	biodiesel	biodiesel	NOUN
cet-11940	32	2	production	production	NOUN
cet-11940	32	3	using	use	VERB
cet-11940	32	4	a	a	DET
cet-11940	32	5	membrane	membrane	NOUN
cet-11940	32	6	reactor	reactor	NOUN
cet-11940	32	7	requires	require	VERB
cet-11940	32	8	fewer	few	ADJ
cet-11940	32	9	downstream	downstream	ADJ
cet-11940	32	10	processing	processing	NOUN
cet-11940	32	11	stages	stage	NOUN
cet-11940	32	12	than	than	ADP
cet-11940	32	13	conventional	conventional	ADJ
cet-11940	32	14	processes	process	NOUN
cet-11940	32	15	(	(	PUNCT
cet-11940	32	16	abdurakhman	abdurakhman	NOUN
cet-11940	32	17	et	et	PROPN
cet-11940	32	18	al	al	PROPN
cet-11940	32	19	.	.	PROPN
cet-11940	32	20	,	,	PUNCT
cet-11940	32	21	2018	2018	NUM
cet-11940	32	22	)	)	PUNCT
cet-11940	32	23	.	.	PUNCT
cet-11940	33	1	the	the	DET
cet-11940	33	2	application	application	NOUN
cet-11940	33	3	of	of	ADP
cet-11940	33	4	membrane	membrane	NOUN
cet-11940	33	5	technology	technology	NOUN
cet-11940	33	6	has	have	VERB
cet-11940	33	7	economic	economic	ADJ
cet-11940	33	8	and	and	CCONJ
cet-11940	33	9	environmental	environmental	ADJ
cet-11940	33	10	benefits	benefit	NOUN
cet-11940	33	11	in	in	ADP
cet-11940	33	12	reducing	reduce	VERB
cet-11940	33	13	energy	energy	NOUN
cet-11940	33	14	consumption	consumption	NOUN
cet-11940	33	15	,	,	PUNCT
cet-11940	33	16	material	material	NOUN
cet-11940	33	17	for	for	ADP
cet-11940	33	18	equipment	equipment	NOUN
cet-11940	33	19	,	,	PUNCT
cet-11940	33	20	wastewater	wastewater	NOUN
cet-11940	33	21	and	and	CCONJ
cet-11940	33	22	the	the	DET
cet-11940	33	23	chemicals	chemical	NOUN
cet-11940	33	24	used	use	VERB
cet-11940	33	25	in	in	ADP
cet-11940	33	26	biodiesel	biodiesel	NOUN
cet-11940	33	27	production	production	NOUN
cet-11940	33	28	.	.	PUNCT
cet-11940	34	1	however	however	ADV
cet-11940	34	2	,	,	PUNCT
cet-11940	34	3	the	the	DET
cet-11940	34	4	fouling	fouling	NOUN
cet-11940	34	5	which	which	PRON
cet-11940	34	6	originates	originate	VERB
cet-11940	34	7	from	from	ADP
cet-11940	34	8	unreacted	unreacted	ADJ
cet-11940	34	9	substances	substance	NOUN
cet-11940	34	10	is	be	AUX
cet-11940	34	11	the	the	DET
cet-11940	34	12	main	main	ADJ
cet-11940	34	13	inherent	inherent	ADJ
cet-11940	34	14	drawback	drawback	NOUN
cet-11940	34	15	of	of	ADP
cet-11940	34	16	the	the	DET
cet-11940	34	17	membrane	membrane	NOUN
cet-11940	34	18	reactor	reactor	NOUN
cet-11940	34	19	and	and	CCONJ
cet-11940	34	20	greatly	greatly	ADV
cet-11940	34	21	affects	affect	VERB
cet-11940	34	22	the	the	DET
cet-11940	34	23	reactor	reactor	NOUN
cet-11940	34	24	efficiency	efficiency	NOUN
cet-11940	34	25	.	.	PUNCT
cet-11940	35	1	to	to	PART
cet-11940	35	2	restore	restore	VERB
cet-11940	35	3	membrane	membrane	NOUN
cet-11940	35	4	efficiency	efficiency	NOUN
cet-11940	35	5	,	,	PUNCT
cet-11940	35	6	fouling	foul	VERB
cet-11940	35	7	needs	need	VERB
cet-11940	35	8	to	to	PART
cet-11940	35	9	be	be	AUX
cet-11940	35	10	frequently	frequently	ADV
cet-11940	35	11	removed	remove	VERB
cet-11940	35	12	by	by	ADP
cet-11940	35	13	physical	physical	ADJ
cet-11940	35	14	and	and	CCONJ
cet-11940	35	15	chemical	chemical	NOUN
cet-11940	35	16	methods	method	NOUN
cet-11940	35	17	.	.	PUNCT
cet-11940	36	1	therefore	therefore	ADV
cet-11940	36	2	,	,	PUNCT
cet-11940	36	3	membrane	membrane	NOUN
cet-11940	36	4	cleaning	cleaning	NOUN
cet-11940	36	5	is	be	AUX
cet-11940	36	6	critical	critical	ADJ
cet-11940	36	7	(	(	PUNCT
cet-11940	36	8	popović	popović	NOUN
cet-11940	36	9	et	et	PROPN
cet-11940	36	10	al	al	PROPN
cet-11940	36	11	.	.	PROPN
cet-11940	36	12	,	,	PUNCT
cet-11940	36	13	2010	2010	NUM
cet-11940	36	14	)	)	PUNCT
cet-11940	36	15	.	.	PUNCT
cet-11940	37	1	although	although	SCONJ
cet-11940	37	2	the	the	DET
cet-11940	37	3	cleaning	cleaning	NOUN
cet-11940	37	4	cost	cost	NOUN
cet-11940	37	5	is	be	AUX
cet-11940	37	6	driving	drive	VERB
cet-11940	37	7	the	the	DET
cet-11940	37	8	operational	operational	ADJ
cet-11940	37	9	cost	cost	NOUN
cet-11940	37	10	of	of	ADP
cet-11940	37	11	the	the	DET
cet-11940	37	12	membrane	membrane	NOUN
cet-11940	37	13	reactor	reactor	NOUN
cet-11940	37	14	(	(	PUNCT
cet-11940	37	15	chemical	chemical	NOUN
cet-11940	37	16	cost	cost	NOUN
cet-11940	37	17	,	,	PUNCT
cet-11940	37	18	lost	lose	VERB
cet-11940	37	19	productivity	productivity	NOUN
cet-11940	37	20	,	,	PUNCT
cet-11940	37	21	etc	etc	X
cet-11940	37	22	.	.	X
cet-11940	37	23	)	)	PUNCT
cet-11940	37	24	,	,	PUNCT
cet-11940	37	25	physical	physical	ADJ
cet-11940	37	26	and	and	CCONJ
cet-11940	37	27	chemical	chemical	NOUN
cet-11940	37	28	cleaning	cleaning	NOUN
cet-11940	37	29	procedures	procedure	NOUN
cet-11940	37	30	are	be	AUX
cet-11940	37	31	mainly	mainly	ADV
cet-11940	37	32	determined	determine	VERB
cet-11940	37	33	from	from	ADP
cet-11940	37	34	experience	experience	NOUN
cet-11940	37	35	without	without	ADP
cet-11940	37	36	precise	precise	ADJ
cet-11940	37	37	prediction	prediction	NOUN
cet-11940	37	38	of	of	ADP
cet-11940	37	39	results	result	NOUN
cet-11940	37	40	(	(	PUNCT
cet-11940	37	41	cui	cui	NOUN
cet-11940	37	42	and	and	CCONJ
cet-11940	37	43	muralidhara	muralidhara	NOUN
cet-11940	37	44	,	,	PUNCT
cet-11940	37	45	2010	2010	NUM
cet-11940	37	46	)	)	PUNCT
cet-11940	37	47	.	.	PUNCT
cet-11940	38	1	prediction	prediction	NOUN
cet-11940	38	2	and	and	CCONJ
cet-11940	38	3	optimization	optimization	NOUN
cet-11940	38	4	of	of	ADP
cet-11940	38	5	membrane	membrane	NOUN
cet-11940	38	6	reactor	reactor	NOUN
cet-11940	38	7	cleaning	cleaning	NOUN
cet-11940	38	8	are	be	AUX
cet-11940	38	9	challenging	challenge	VERB
cet-11940	38	10	tasks	task	NOUN
cet-11940	38	11	due	due	ADP
cet-11940	38	12	to	to	ADP
cet-11940	38	13	the	the	DET
cet-11940	38	14	complex	complex	ADJ
cet-11940	38	15	relationship	relationship	NOUN
cet-11940	38	16	between	between	ADP
cet-11940	38	17	membrane	membrane	NOUN
cet-11940	38	18	properties	property	NOUN
cet-11940	38	19	,	,	PUNCT
cet-11940	38	20	membrane	membrane	NOUN
cet-11940	38	21	fouling	fouling	NOUN
cet-11940	38	22	,	,	PUNCT
cet-11940	38	23	and	and	CCONJ
cet-11940	38	24	operating	operating	NOUN
cet-11940	38	25	conditions	condition	NOUN
cet-11940	38	26	(	(	PUNCT
cet-11940	38	27	wang	wang	PROPN
cet-11940	38	28	et	et	PROPN
cet-11940	38	29	al	al	PROPN
cet-11940	38	30	.	.	PROPN
cet-11940	38	31	,	,	PUNCT
cet-11940	38	32	2014	2014	NUM
cet-11940	38	33	)	)	PUNCT
cet-11940	38	34	.	.	PUNCT
cet-11940	39	1	research	research	NOUN
cet-11940	39	2	into	into	ADP
cet-11940	39	3	fouling	fouling	NOUN
cet-11940	39	4	control	control	NOUN
cet-11940	39	5	and	and	CCONJ
cet-11940	39	6	membrane	membrane	NOUN
cet-11940	39	7	cleaning	cleaning	NOUN
cet-11940	39	8	optimization	optimization	NOUN
cet-11940	39	9	is	be	AUX
cet-11940	39	10	urgently	urgently	ADV
cet-11940	39	11	needed	need	VERB
cet-11940	39	12	.	.	PUNCT
cet-11940	40	1	much	much	ADJ
cet-11940	40	2	research	research	NOUN
cet-11940	40	3	focuses	focus	VERB
cet-11940	40	4	on	on	ADP
cet-11940	40	5	defining	define	VERB
cet-11940	40	6	effective	effective	ADJ
cet-11940	40	7	cleaning	cleaning	NOUN
cet-11940	40	8	strategies	strategy	NOUN
cet-11940	40	9	(	(	PUNCT
cet-11940	40	10	kim	kim	PROPN
cet-11940	40	11	et	et	PROPN
cet-11940	40	12	al	al	PROPN
cet-11940	40	13	.	.	PROPN
cet-11940	40	14	,	,	PUNCT
cet-11940	40	15	2020	2020	NUM
cet-11940	40	16	)	)	PUNCT
cet-11940	40	17	,	,	PUNCT
cet-11940	40	18	fabricating	fabricate	VERB
cet-11940	40	19	new	new	ADJ
cet-11940	40	20	self	self	NOUN
cet-11940	40	21	-	-	PUNCT
cet-11940	40	22	cleaning	clean	VERB
cet-11940	40	23	material	material	NOUN
cet-11940	40	24	(	(	PUNCT
cet-11940	40	25	al	al	PROPN
cet-11940	40	26	-	-	PUNCT
cet-11940	40	27	najar	najar	PROPN
cet-11940	40	28	et	et	PROPN
cet-11940	40	29	al	al	PROPN
cet-11940	40	30	.	.	PROPN
cet-11940	40	31	,	,	PUNCT
cet-11940	40	32	2021	2021	NUM
cet-11940	40	33	)	)	PUNCT
cet-11940	40	34	,	,	PUNCT
cet-11940	40	35	or	or	CCONJ
cet-11940	40	36	developing	develop	VERB
cet-11940	40	37	new	new	ADJ
cet-11940	40	38	technique	technique	NOUN
cet-11940	40	39	such	such	ADJ
cet-11940	40	40	as	as	ADP
cet-11940	40	41	ultrasonic	ultrasonic	ADJ
cet-11940	40	42	cleaning	cleaning	NOUN
cet-11940	40	43	(	(	PUNCT
cet-11940	40	44	aktij	aktij	PROPN
cet-11940	40	45	et	et	PROPN
cet-11940	40	46	al	al	PROPN
cet-11940	40	47	.	.	PROPN
cet-11940	40	48	,	,	PUNCT
cet-11940	40	49	2020	2020	NUM
cet-11940	40	50	)	)	PUNCT
cet-11940	40	51	.	.	PUNCT
cet-11940	41	1	although	although	SCONJ
cet-11940	41	2	membrane	membrane	NOUN
cet-11940	41	3	cleaning	cleaning	NOUN
cet-11940	41	4	has	have	AUX
cet-11940	41	5	been	be	AUX
cet-11940	41	6	studied	study	VERB
cet-11940	41	7	extensively	extensively	ADV
cet-11940	41	8	,	,	PUNCT
cet-11940	41	9	membrane	membrane	ADJ
cet-11940	41	10	reactors	reactor	NOUN
cet-11940	41	11	in	in	ADP
cet-11940	41	12	biodiesel	biodiesel	NOUN
cet-11940	41	13	production	production	NOUN
cet-11940	41	14	still	still	ADV
cet-11940	41	15	lack	lack	VERB
cet-11940	41	16	dedicated	dedicated	ADJ
cet-11940	41	17	research	research	NOUN
cet-11940	41	18	on	on	ADP
cet-11940	41	19	fouling	fouling	NOUN
cet-11940	41	20	control	control	NOUN
cet-11940	41	21	and	and	CCONJ
cet-11940	41	22	removal	removal	NOUN
cet-11940	41	23	.	.	PUNCT
cet-11940	42	1	in	in	ADP
cet-11940	42	2	this	this	DET
cet-11940	42	3	study	study	NOUN
cet-11940	42	4	,	,	PUNCT
cet-11940	42	5	a	a	DET
cet-11940	42	6	cleaning	cleaning	NOUN
cet-11940	42	7	model	model	NOUN
cet-11940	42	8	of	of	ADP
cet-11940	42	9	a	a	DET
cet-11940	42	10	membrane	membrane	NOUN
cet-11940	42	11	reactor	reactor	NOUN
cet-11940	42	12	for	for	ADP
cet-11940	42	13	biodiesel	biodiesel	NOUN
cet-11940	42	14	production	production	NOUN
cet-11940	42	15	has	have	AUX
cet-11940	42	16	been	be	AUX
cet-11940	42	17	developed	develop	VERB
cet-11940	42	18	to	to	PART
cet-11940	42	19	fill	fill	VERB
cet-11940	42	20	the	the	DET
cet-11940	42	21	research	research	NOUN
cet-11940	42	22	gap	gap	NOUN
cet-11940	42	23	.	.	PUNCT
cet-11940	43	1	the	the	DET
cet-11940	43	2	model	model	NOUN
cet-11940	43	3	captures	capture	VERB
cet-11940	43	4	the	the	DET
cet-11940	43	5	dynamic	dynamic	ADJ
cet-11940	43	6	states	state	NOUN
cet-11940	43	7	of	of	ADP
cet-11940	43	8	membrane	membrane	NOUN
cet-11940	43	9	fouling	fouling	NOUN
cet-11940	43	10	during	during	ADP
cet-11940	43	11	the	the	DET
cet-11940	43	12	physical	physical	ADJ
cet-11940	43	13	and	and	CCONJ
cet-11940	43	14	chemical	chemical	NOUN
cet-11940	43	15	cleaning	cleaning	NOUN
cet-11940	43	16	processes	process	NOUN
cet-11940	43	17	.	.	PUNCT
cet-11940	44	1	the	the	DET
cet-11940	44	2	cleaning	cleaning	NOUN
cet-11940	44	3	cost	cost	NOUN
cet-11940	44	4	,	,	PUNCT
cet-11940	44	5	i.e.	i.e.	X
cet-11940	44	6	,	,	PUNCT
cet-11940	44	7	the	the	DET
cet-11940	44	8	cost	cost	NOUN
cet-11940	44	9	of	of	ADP
cet-11940	44	10	energy	energy	NOUN
cet-11940	44	11	,	,	PUNCT
cet-11940	44	12	chemicals	chemical	NOUN
cet-11940	44	13	,	,	PUNCT
cet-11940	44	14	and	and	CCONJ
cet-11940	44	15	production	production	NOUN
cet-11940	44	16	loss	loss	NOUN
cet-11940	44	17	,	,	PUNCT
cet-11940	44	18	is	be	AUX
cet-11940	44	19	calculated	calculate	VERB
cet-11940	44	20	from	from	ADP
cet-11940	44	21	the	the	DET
cet-11940	44	22	relationship	relationship	NOUN
cet-11940	44	23	between	between	ADP
cet-11940	44	24	the	the	DET
cet-11940	44	25	fouling	fouling	NOUN
cet-11940	44	26	level	level	NOUN
cet-11940	44	27	,	,	PUNCT
cet-11940	44	28	the	the	DET
cet-11940	44	29	cleaning	clean	VERB
cet-11940	44	30	duration	duration	NOUN
cet-11940	44	31	,	,	PUNCT
cet-11940	44	32	and	and	CCONJ
cet-11940	44	33	the	the	DET
cet-11940	44	34	utility	utility	NOUN
cet-11940	44	35	consumption	consumption	NOUN
cet-11940	44	36	for	for	ADP
cet-11940	44	37	cleaning	cleaning	NOUN
cet-11940	44	38	.	.	PUNCT
cet-11940	45	1	consequently	consequently	ADV
cet-11940	45	2	,	,	PUNCT
cet-11940	45	3	the	the	DET
cet-11940	45	4	optimal	optimal	ADJ
cet-11940	45	5	cleaning	cleaning	NOUN
cet-11940	45	6	conditions	condition	NOUN
cet-11940	45	7	can	can	AUX
cet-11940	45	8	improve	improve	VERB
cet-11940	45	9	membrane	membrane	NOUN
cet-11940	45	10	reactor	reactor	NOUN
cet-11940	45	11	efficiency	efficiency	NOUN
cet-11940	45	12	in	in	ADP
cet-11940	45	13	terms	term	NOUN
cet-11940	45	14	of	of	ADP
cet-11940	45	15	operating	operate	VERB
cet-11940	45	16	cost	cost	NOUN
cet-11940	45	17	and	and	CCONJ
cet-11940	45	18	productivity	productivity	NOUN
cet-11940	45	19	.	.	PUNCT
cet-11940	46	1	2	2	X
cet-11940	46	2	.	.	X
cet-11940	46	3	membrane	membrane	ADJ
cet-11940	46	4	cleaning	cleaning	NOUN
cet-11940	46	5	model	model	NOUN
cet-11940	46	6	the	the	DET
cet-11940	46	7	membrane	membrane	NOUN
cet-11940	46	8	cleaning	cleaning	NOUN
cet-11940	46	9	model	model	NOUN
cet-11940	46	10	can	can	AUX
cet-11940	46	11	predict	predict	VERB
cet-11940	46	12	the	the	DET
cet-11940	46	13	state	state	NOUN
cet-11940	46	14	of	of	ADP
cet-11940	46	15	cleaning	clean	VERB
cet-11940	46	16	chemical	chemical	NOUN
cet-11940	46	17	,	,	PUNCT
cet-11940	46	18	reversible	reversible	ADJ
cet-11940	46	19	and	and	CCONJ
cet-11940	46	20	irreversible	irreversible	ADJ
cet-11940	46	21	fouling	fouling	NOUN
cet-11940	46	22	as	as	ADP
cet-11940	46	23	functions	function	NOUN
cet-11940	46	24	of	of	ADP
cet-11940	46	25	time	time	NOUN
cet-11940	46	26	,	,	PUNCT
cet-11940	46	27	washing	washing	NOUN
cet-11940	46	28	flow	flow	NOUN
cet-11940	46	29	and	and	CCONJ
cet-11940	46	30	chemical	chemical	NOUN
cet-11940	46	31	inlet	inlet	NOUN
cet-11940	46	32	concentration	concentration	NOUN
cet-11940	46	33	.	.	PUNCT
cet-11940	47	1	the	the	DET
cet-11940	47	2	cleaning	cleaning	NOUN
cet-11940	47	3	model	model	NOUN
cet-11940	47	4	is	be	AUX
cet-11940	47	5	capable	capable	ADJ
cet-11940	47	6	of	of	ADP
cet-11940	47	7	characterizing	characterize	VERB
cet-11940	47	8	the	the	DET
cet-11940	47	9	effects	effect	NOUN
cet-11940	47	10	of	of	ADP
cet-11940	47	11	backwashing	backwashing	NOUN
cet-11940	47	12	and	and	CCONJ
cet-11940	47	13	chemical	chemical	NOUN
cet-11940	47	14	cleaning	cleaning	NOUN
cet-11940	47	15	by	by	ADP
cet-11940	47	16	combining	combine	VERB
cet-11940	47	17	with	with	ADP
cet-11940	47	18	a	a	DET
cet-11940	47	19	membrane	membrane	NOUN
cet-11940	47	20	reactor	reactor	NOUN
cet-11940	47	21	model	model	NOUN
cet-11940	47	22	.	.	PUNCT
cet-11940	48	1	2.1	2.1	NUM
cet-11940	48	2	membrane	membrane	NOUN
cet-11940	48	3	fouling	fouling	NOUN
cet-11940	48	4	theory	theory	NOUN
cet-11940	48	5	membrane	membrane	NOUN
cet-11940	48	6	fouling	fouling	NOUN
cet-11940	48	7	mechanism	mechanism	NOUN
cet-11940	48	8	can	can	AUX
cet-11940	48	9	be	be	AUX
cet-11940	48	10	categorized	categorize	VERB
cet-11940	48	11	into	into	ADP
cet-11940	48	12	four	four	NUM
cet-11940	48	13	types	type	NOUN
cet-11940	48	14	:	:	PUNCT
cet-11940	48	15	1	1	X
cet-11940	48	16	)	)	PUNCT
cet-11940	48	17	complete	complete	ADJ
cet-11940	48	18	pore	pore	ADJ
cet-11940	48	19	blocking	blocking	NOUN
cet-11940	48	20	,	,	PUNCT
cet-11940	48	21	2	2	X
cet-11940	48	22	)	)	PUNCT
cet-11940	48	23	standard	standard	ADJ
cet-11940	48	24	pore	pore	ADJ
cet-11940	48	25	blocking	blocking	NOUN
cet-11940	48	26	,	,	PUNCT
cet-11940	48	27	3	3	X
cet-11940	48	28	)	)	PUNCT
cet-11940	48	29	intermediate	intermediate	ADJ
cet-11940	48	30	pore	pore	ADJ
cet-11940	48	31	blocking	blocking	NOUN
cet-11940	48	32	,	,	PUNCT
cet-11940	48	33	and	and	CCONJ
cet-11940	48	34	4	4	X
cet-11940	48	35	)	)	PUNCT
cet-11940	48	36	cake	cake	NOUN
cet-11940	48	37	filtration	filtration	NOUN
cet-11940	48	38	(	(	PUNCT
cet-11940	48	39	hermia	hermia	NOUN
cet-11940	48	40	,	,	PUNCT
cet-11940	48	41	1985	1985	NUM
cet-11940	48	42	)	)	PUNCT
cet-11940	48	43	.	.	PUNCT
cet-11940	49	1	the	the	DET
cet-11940	49	2	fouling	fouling	NOUN
cet-11940	49	3	of	of	ADP
cet-11940	49	4	a	a	DET
cet-11940	49	5	membrane	membrane	NOUN
cet-11940	49	6	reactor	reactor	NOUN
cet-11940	49	7	in	in	ADP
cet-11940	49	8	biodiesel	biodiesel	NOUN
cet-11940	49	9	production	production	NOUN
cet-11940	49	10	can	can	AUX
cet-11940	49	11	be	be	AUX
cet-11940	49	12	described	describe	VERB
cet-11940	49	13	as	as	ADP
cet-11940	49	14	the	the	DET
cet-11940	49	15	combination	combination	NOUN
cet-11940	49	16	of	of	ADP
cet-11940	49	17	complete	complete	ADJ
cet-11940	49	18	pore	pore	ADJ
cet-11940	49	19	blocking	blocking	NOUN
cet-11940	49	20	and	and	CCONJ
cet-11940	49	21	cake	cake	NOUN
cet-11940	49	22	filtration	filtration	NOUN
cet-11940	49	23	because	because	SCONJ
cet-11940	49	24	the	the	DET
cet-11940	49	25	oil	oil	NOUN
cet-11940	49	26	droplets	droplet	NOUN
cet-11940	49	27	are	be	AUX
cet-11940	49	28	pinned	pin	VERB
cet-11940	49	29	onto	onto	ADP
cet-11940	49	30	pore	pore	ADJ
cet-11940	49	31	openings	opening	NOUN
cet-11940	49	32	by	by	ADP
cet-11940	49	33	the	the	DET
cet-11940	49	34	filtration	filtration	NOUN
cet-11940	49	35	pressure	pressure	NOUN
cet-11940	49	36	and	and	CCONJ
cet-11940	49	37	coalesce	coalesce	VERB
cet-11940	49	38	into	into	ADP
cet-11940	49	39	the	the	DET
cet-11940	49	40	gel	gel	NOUN
cet-11940	49	41	-	-	PUNCT
cet-11940	49	42	like	like	ADJ
cet-11940	49	43	layer	layer	NOUN
cet-11940	49	44	on	on	ADP
cet-11940	49	45	the	the	DET
cet-11940	49	46	membrane	membrane	NOUN
cet-11940	49	47	surface	surface	NOUN
cet-11940	49	48	(	(	PUNCT
cet-11940	49	49	salama	salama	PROPN
cet-11940	49	50	et	et	PROPN
cet-11940	49	51	al	al	PROPN
cet-11940	49	52	.	.	PROPN
cet-11940	49	53	,	,	PUNCT
cet-11940	49	54	2019	2019	NUM
cet-11940	49	55	)	)	PUNCT
cet-11940	49	56	.	.	PUNCT
cet-11940	50	1	the	the	DET
cet-11940	50	2	complexity	complexity	NOUN
cet-11940	50	3	of	of	ADP
cet-11940	50	4	fouling	fouling	NOUN
cet-11940	50	5	makes	make	VERB
cet-11940	50	6	the	the	DET
cet-11940	50	7	task	task	NOUN
cet-11940	50	8	of	of	ADP
cet-11940	50	9	modelling	model	VERB
cet-11940	50	10	the	the	DET
cet-11940	50	11	dynamic	dynamic	ADJ
cet-11940	50	12	effects	effect	NOUN
cet-11940	50	13	of	of	ADP
cet-11940	50	14	fouling	fouling	NOUN
cet-11940	50	15	and	and	CCONJ
cet-11940	50	16	cleaning	cleaning	NOUN
cet-11940	50	17	on	on	ADP
cet-11940	50	18	the	the	DET
cet-11940	50	19	membrane	membrane	NOUN
cet-11940	50	20	reactor	reactor	NOUN
cet-11940	50	21	very	very	ADV
cet-11940	50	22	difficult	difficult	ADJ
cet-11940	50	23	.	.	PUNCT
cet-11940	51	1	an	an	DET
cet-11940	51	2	effective	effective	ADJ
cet-11940	51	3	way	way	NOUN
cet-11940	51	4	to	to	PART
cet-11940	51	5	capture	capture	VERB
cet-11940	51	6	the	the	DET
cet-11940	51	7	change	change	NOUN
cet-11940	51	8	of	of	ADP
cet-11940	51	9	fouling	foul	VERB
cet-11940	51	10	during	during	ADP
cet-11940	51	11	membrane	membrane	NOUN
cet-11940	51	12	operation	operation	NOUN
cet-11940	51	13	and	and	CCONJ
cet-11940	51	14	cleaning	cleaning	NOUN
cet-11940	51	15	is	be	AUX
cet-11940	51	16	using	use	VERB
cet-11940	51	17	assumptions	assumption	NOUN
cet-11940	51	18	:	:	PUNCT
cet-11940	51	19	1	1	X
cet-11940	51	20	)	)	PUNCT
cet-11940	51	21	the	the	DET
cet-11940	51	22	complete	complete	ADJ
cet-11940	51	23	pore	pore	ADJ
cet-11940	51	24	blocking	blocking	NOUN
cet-11940	51	25	is	be	AUX
cet-11940	51	26	irreversible	irreversible	ADJ
cet-11940	51	27	with	with	ADP
cet-11940	51	28	backwashing	backwashing	NOUN
cet-11940	51	29	and	and	CCONJ
cet-11940	51	30	partly	partly	ADV
cet-11940	51	31	irreversible	irreversible	ADJ
cet-11940	51	32	with	with	ADP
cet-11940	51	33	chemical	chemical	ADJ
cet-11940	51	34	cleaning	cleaning	NOUN
cet-11940	51	35	,	,	PUNCT
cet-11940	51	36	and	and	CCONJ
cet-11940	51	37	2	2	X
cet-11940	51	38	)	)	PUNCT
cet-11940	51	39	the	the	DET
cet-11940	51	40	cake	cake	NOUN
cet-11940	51	41	formation	formation	NOUN
cet-11940	51	42	is	be	AUX
cet-11940	51	43	reversible	reversible	ADJ
cet-11940	51	44	(	(	PUNCT
cet-11940	51	45	daniel	daniel	PROPN
cet-11940	51	46	et	et	PROPN
cet-11940	51	47	al	al	PROPN
cet-11940	51	48	.	.	PROPN
cet-11940	51	49	,	,	PUNCT
cet-11940	51	50	2011	2011	NUM
cet-11940	51	51	)	)	PUNCT
cet-11940	51	52	.	.	PUNCT
cet-11940	52	1	the	the	DET
cet-11940	52	2	relation	relation	NOUN
cet-11940	52	3	between	between	ADP
cet-11940	52	4	permeate	permeate	VERB
cet-11940	52	5	flux	flux	NOUN
cet-11940	52	6	,	,	PUNCT
cet-11940	52	7	j	j	PROPN
cet-11940	52	8	,	,	PUNCT
cet-11940	52	9	and	and	CCONJ
cet-11940	52	10	the	the	DET
cet-11940	52	11	fouling	fouling	NOUN
cet-11940	52	12	resistance	resistance	NOUN
cet-11940	52	13	,	,	PUNCT
cet-11940	52	14	rf	rf	NOUN
cet-11940	52	15	,	,	PUNCT
cet-11940	52	16	is	be	AUX
cet-11940	52	17	presented	present	VERB
cet-11940	52	18	as	as	ADP
cet-11940	52	19	the	the	DET
cet-11940	52	20	membrane	membrane	NOUN
cet-11940	52	21	filtration	filtration	NOUN
cet-11940	52	22	equation	equation	NOUN
cet-11940	52	23	(	(	PUNCT
cet-11940	52	24	daniel	daniel	PROPN
cet-11940	52	25	et	et	PROPN
cet-11940	52	26	al	al	PROPN
cet-11940	52	27	.	.	PROPN
cet-11940	52	28	,	,	PUNCT
cet-11940	52	29	2011	2011	NUM
cet-11940	52	30	):	):	PUNCT
cet-11940	52	31	𝐽	𝐽	PROPN
cet-11940	52	32	=	=	PUNCT
cet-11940	53	1	∆𝑃	∆𝑃	NOUN
cet-11940	53	2	𝜇	𝜇	ADP
cet-11940	53	3	∙	∙	PROPN
cet-11940	53	4	𝑅𝑓	𝑅𝑓	PROPN
cet-11940	53	5	(	(	PUNCT
cet-11940	53	6	1	1	NUM
cet-11940	53	7	)	)	PUNCT
cet-11940	53	8	𝑅𝑓	𝑅𝑓	PROPN
cet-11940	53	9	=	=	SYM
cet-11940	53	10	𝑅𝑚	𝑅𝑚	PROPN
cet-11940	53	11	+	+	CCONJ
cet-11940	53	12	𝑅𝑐	𝑅𝑐	PROPN
cet-11940	53	13	(	(	PUNCT
cet-11940	53	14	2	2	NUM
cet-11940	53	15	)	)	PUNCT
cet-11940	53	16	where	where	SCONJ
cet-11940	53	17	rf	rf	NOUN
cet-11940	53	18	is	be	AUX
cet-11940	53	19	the	the	DET
cet-11940	53	20	total	total	ADJ
cet-11940	53	21	fouling	fouling	NOUN
cet-11940	53	22	resistance	resistance	NOUN
cet-11940	53	23	of	of	ADP
cet-11940	53	24	membrane	membrane	NOUN
cet-11940	53	25	,	,	PUNCT
cet-11940	53	26	rm	rm	PROPN
cet-11940	53	27	and	and	CCONJ
cet-11940	53	28	rc	rc	PROPN
cet-11940	53	29	are	be	AUX
cet-11940	53	30	irreversible	irreversible	ADJ
cet-11940	53	31	and	and	CCONJ
cet-11940	53	32	reversible	reversible	ADJ
cet-11940	53	33	fouling	fouling	NOUN
cet-11940	53	34	resistances	resistance	NOUN
cet-11940	53	35	,	,	PUNCT
cet-11940	53	36	δp	δp	ADV
cet-11940	53	37	is	be	AUX
cet-11940	53	38	the	the	DET
cet-11940	53	39	transmembrane	transmembrane	ADJ
cet-11940	53	40	pressure	pressure	NOUN
cet-11940	53	41	and	and	CCONJ
cet-11940	53	42	μ	μ	NOUN
cet-11940	53	43	is	be	AUX
cet-11940	53	44	the	the	DET
cet-11940	53	45	filtration	filtration	NOUN
cet-11940	53	46	fluid	fluid	NOUN
cet-11940	53	47	viscosity	viscosity	NOUN
cet-11940	53	48	.	.	PUNCT
cet-11940	54	1	the	the	DET
cet-11940	54	2	irreversible	irreversible	ADJ
cet-11940	54	3	fouling	fouling	NOUN
cet-11940	54	4	resistance	resistance	NOUN
cet-11940	54	5	is	be	AUX
cet-11940	54	6	described	describe	VERB
cet-11940	54	7	by	by	ADP
cet-11940	54	8	eq(3	eq(3	NOUN
cet-11940	54	9	)	)	PUNCT
cet-11940	54	10	which	which	PRON
cet-11940	54	11	is	be	AUX
cet-11940	54	12	derived	derive	VERB
cet-11940	54	13	from	from	ADP
cet-11940	54	14	hermia	hermia	PROPN
cet-11940	54	15	’s	’s	PART
cet-11940	54	16	complete	complete	ADJ
cet-11940	54	17	blocking	blocking	NOUN
cet-11940	54	18	filtration	filtration	NOUN
cet-11940	54	19	law	law	NOUN
cet-11940	54	20	(	(	PUNCT
cet-11940	54	21	daniel	daniel	PROPN
cet-11940	54	22	et	et	PROPN
cet-11940	54	23	al	al	PROPN
cet-11940	54	24	.	.	PROPN
cet-11940	54	25	,	,	PUNCT
cet-11940	54	26	2011	2011	NUM
cet-11940	54	27	)	)	PUNCT
cet-11940	54	28	.	.	PUNCT
cet-11940	55	1	𝑑𝑅𝑚	𝑑𝑅𝑚	VERB
cet-11940	55	2	𝑑𝑡	𝑑𝑡	ADP
cet-11940	55	3	=	=	SYM
cet-11940	55	4	𝑘𝑚	𝑘𝑚	PROPN
cet-11940	55	5	∙	∙	PROPN
cet-11940	55	6	𝐽	𝐽	PROPN
cet-11940	55	7	∙	∙	PUNCT
cet-11940	56	1	𝑅𝑚	𝑅𝑚	PROPN
cet-11940	56	2	2	2	NUM
cet-11940	56	3	(	(	PUNCT
cet-11940	56	4	3	3	NUM
cet-11940	56	5	)	)	PUNCT
cet-11940	56	6	where	where	SCONJ
cet-11940	56	7	km	km	NOUN
cet-11940	56	8	is	be	AUX
cet-11940	56	9	the	the	DET
cet-11940	56	10	effective	effective	ADJ
cet-11940	56	11	rate	rate	NOUN
cet-11940	56	12	constant	constant	ADJ
cet-11940	56	13	associated	associate	VERB
cet-11940	56	14	with	with	ADP
cet-11940	56	15	the	the	DET
cet-11940	56	16	pore	pore	ADJ
cet-11940	56	17	-	-	PUNCT
cet-11940	56	18	blocking	block	VERB
cet-11940	56	19	mechanism	mechanism	NOUN
cet-11940	56	20	.	.	PUNCT
cet-11940	57	1	the	the	DET
cet-11940	57	2	reversible	reversible	ADJ
cet-11940	57	3	fouling	fouling	NOUN
cet-11940	57	4	resistance	resistance	NOUN
cet-11940	57	5	is	be	AUX
cet-11940	57	6	relating	relate	VERB
cet-11940	57	7	to	to	ADP
cet-11940	57	8	the	the	DET
cet-11940	57	9	cake	cake	NOUN
cet-11940	57	10	formation	formation	NOUN
cet-11940	57	11	on	on	ADP
cet-11940	57	12	membrane	membrane	NOUN
cet-11940	57	13	surface	surface	NOUN
cet-11940	57	14	that	that	PRON
cet-11940	57	15	can	can	AUX
cet-11940	57	16	be	be	AUX
cet-11940	57	17	presented	present	VERB
cet-11940	57	18	as	as	ADP
cet-11940	57	19	(	(	PUNCT
cet-11940	57	20	daniel	daniel	PROPN
cet-11940	57	21	et	et	PROPN
cet-11940	57	22	al	al	PROPN
cet-11940	57	23	.	.	PROPN
cet-11940	57	24	,	,	PUNCT
cet-11940	57	25	2011	2011	NUM
cet-11940	57	26	):	):	PUNCT
cet-11940	57	27	𝑑𝑅𝑐	𝑑𝑅𝑐	NOUN
cet-11940	57	28	𝑑𝑡	𝑑𝑡	ADP
cet-11940	57	29	=	=	SYM
cet-11940	57	30	𝑘𝑐1	𝑘𝑐1	PROPN
cet-11940	57	31	∙	∙	PROPN
cet-11940	57	32	𝐽	𝐽	PROPN
cet-11940	58	1	−	−	NOUN
cet-11940	58	2	𝑘𝑐2	𝑘𝑐2	INTJ
cet-11940	58	3	(	(	PUNCT
cet-11940	58	4	4	4	NUM
cet-11940	58	5	)	)	PUNCT
cet-11940	58	6	884	884	NUM
cet-11940	58	7	where	where	SCONJ
cet-11940	58	8	kc1	kc1	PROPN
cet-11940	58	9	is	be	AUX
cet-11940	58	10	the	the	DET
cet-11940	58	11	proportionality	proportionality	NOUN
cet-11940	58	12	constant	constant	ADJ
cet-11940	58	13	relating	relate	VERB
cet-11940	58	14	to	to	ADP
cet-11940	58	15	the	the	DET
cet-11940	58	16	mass	mass	NOUN
cet-11940	58	17	(	(	PUNCT
cet-11940	58	18	or	or	CCONJ
cet-11940	58	19	thickness	thickness	NOUN
cet-11940	58	20	)	)	PUNCT
cet-11940	58	21	of	of	ADP
cet-11940	58	22	the	the	DET
cet-11940	58	23	fouling	fouling	NOUN
cet-11940	58	24	layer	layer	NOUN
cet-11940	58	25	,	,	PUNCT
cet-11940	58	26	kc2	kc2	PROPN
cet-11940	58	27	is	be	AUX
cet-11940	58	28	relating	relate	VERB
cet-11940	58	29	to	to	ADP
cet-11940	58	30	the	the	DET
cet-11940	58	31	removal	removal	NOUN
cet-11940	58	32	rate	rate	NOUN
cet-11940	58	33	of	of	ADP
cet-11940	58	34	the	the	DET
cet-11940	58	35	cake	cake	NOUN
cet-11940	58	36	layer	layer	NOUN
cet-11940	58	37	,	,	PUNCT
cet-11940	58	38	which	which	PRON
cet-11940	58	39	is	be	AUX
cet-11940	58	40	a	a	DET
cet-11940	58	41	character	character	NOUN
cet-11940	58	42	of	of	ADP
cet-11940	58	43	the	the	DET
cet-11940	58	44	crossflow	crossflow	PROPN
cet-11940	58	45	filtration	filtration	NOUN
cet-11940	58	46	.	.	PUNCT
cet-11940	59	1	2.2	2.2	NUM
cet-11940	59	2	model	model	NOUN
cet-11940	59	3	development	development	NOUN
cet-11940	59	4	the	the	DET
cet-11940	59	5	membrane	membrane	NOUN
cet-11940	59	6	cleaning	cleaning	NOUN
cet-11940	59	7	model	model	NOUN
cet-11940	59	8	is	be	AUX
cet-11940	59	9	developed	develop	VERB
cet-11940	59	10	basing	base	VERB
cet-11940	59	11	on	on	ADP
cet-11940	59	12	the	the	DET
cet-11940	59	13	relationship	relationship	NOUN
cet-11940	59	14	of	of	ADP
cet-11940	59	15	the	the	DET
cet-11940	59	16	fouling	fouling	NOUN
cet-11940	59	17	resistances	resistance	NOUN
cet-11940	59	18	,	,	PUNCT
cet-11940	59	19	the	the	DET
cet-11940	59	20	cleaning	cleaning	NOUN
cet-11940	59	21	flow	flow	NOUN
cet-11940	59	22	and	and	CCONJ
cet-11940	59	23	the	the	DET
cet-11940	59	24	reaction	reaction	NOUN
cet-11940	59	25	between	between	ADP
cet-11940	59	26	a	a	DET
cet-11940	59	27	cleaning	clean	VERB
cet-11940	59	28	chemical	chemical	NOUN
cet-11940	59	29	and	and	CCONJ
cet-11940	59	30	the	the	DET
cet-11940	59	31	irreversible	irreversible	ADJ
cet-11940	59	32	fouling	fouling	NOUN
cet-11940	59	33	material	material	NOUN
cet-11940	59	34	(	(	PUNCT
cet-11940	59	35	zondervan	zondervan	NOUN
cet-11940	59	36	et	et	PROPN
cet-11940	59	37	al	al	PROPN
cet-11940	59	38	.	.	PROPN
cet-11940	59	39	,	,	PUNCT
cet-11940	59	40	2007	2007	NUM
cet-11940	59	41	)	)	PUNCT
cet-11940	59	42	.	.	PUNCT
cet-11940	60	1	the	the	DET
cet-11940	60	2	fouling	fouling	NOUN
cet-11940	60	3	state	state	NOUN
cet-11940	60	4	of	of	ADP
cet-11940	60	5	the	the	DET
cet-11940	60	6	membrane	membrane	NOUN
cet-11940	60	7	xf(t	xf(t	NUM
cet-11940	60	8	)	)	PUNCT
cet-11940	60	9	is	be	AUX
cet-11940	60	10	related	relate	VERB
cet-11940	60	11	to	to	ADP
cet-11940	60	12	the	the	DET
cet-11940	60	13	fouling	fouling	NOUN
cet-11940	60	14	resistance	resistance	NOUN
cet-11940	60	15	according	accord	VERB
cet-11940	60	16	to	to	ADP
cet-11940	60	17	:	:	PUNCT
cet-11940	60	18	𝑥𝑓(𝑡	𝑥𝑓(𝑡	NUM
cet-11940	60	19	)	)	PUNCT
cet-11940	60	20	=	=	SYM
cet-11940	60	21	𝑅𝑓(𝑡	𝑅𝑓(𝑡	X
cet-11940	60	22	)	)	PUNCT
cet-11940	61	1	𝑅𝑓	𝑅𝑓	ADP
cet-11940	61	2	′	′	NUM
cet-11940	61	3	(	(	PUNCT
cet-11940	61	4	5	5	NUM
cet-11940	61	5	)	)	PUNCT
cet-11940	61	6	where	where	SCONJ
cet-11940	61	7	rf(t	rf(t	NOUN
cet-11940	61	8	)	)	PUNCT
cet-11940	61	9	is	be	AUX
cet-11940	61	10	the	the	DET
cet-11940	61	11	fouling	fouling	NOUN
cet-11940	61	12	resistance	resistance	NOUN
cet-11940	61	13	during	during	ADP
cet-11940	61	14	cleaning	clean	VERB
cet-11940	61	15	at	at	ADP
cet-11940	61	16	a	a	DET
cet-11940	61	17	specified	specified	ADJ
cet-11940	61	18	pressure	pressure	NOUN
cet-11940	61	19	and	and	CCONJ
cet-11940	61	20	r’f	r’f	PROPN
cet-11940	61	21	is	be	AUX
cet-11940	61	22	the	the	DET
cet-11940	61	23	fouling	fouling	NOUN
cet-11940	61	24	resistance	resistance	NOUN
cet-11940	61	25	at	at	ADP
cet-11940	61	26	the	the	DET
cet-11940	61	27	beginning	beginning	NOUN
cet-11940	61	28	of	of	ADP
cet-11940	61	29	the	the	DET
cet-11940	61	30	cleaning	cleaning	NOUN
cet-11940	61	31	.	.	PUNCT
cet-11940	62	1	backwashing	backwashing	NOUN
cet-11940	62	2	is	be	AUX
cet-11940	62	3	commonly	commonly	ADV
cet-11940	62	4	used	use	VERB
cet-11940	62	5	to	to	PART
cet-11940	62	6	enhance	enhance	VERB
cet-11940	62	7	the	the	DET
cet-11940	62	8	permeate	permeate	NOUN
cet-11940	62	9	flux	flux	NOUN
cet-11940	62	10	by	by	ADP
cet-11940	62	11	periodically	periodically	ADV
cet-11940	62	12	removing	remove	VERB
cet-11940	62	13	the	the	DET
cet-11940	62	14	reversible	reversible	ADJ
cet-11940	62	15	fouling	fouling	NOUN
cet-11940	62	16	.	.	PUNCT
cet-11940	63	1	the	the	DET
cet-11940	63	2	outlet	outlet	NOUN
cet-11940	63	3	of	of	ADP
cet-11940	63	4	the	the	DET
cet-11940	63	5	permeate	permeate	NOUN
cet-11940	63	6	channel	channel	NOUN
cet-11940	63	7	is	be	AUX
cet-11940	63	8	closed	close	VERB
cet-11940	63	9	,	,	PUNCT
cet-11940	63	10	and	and	CCONJ
cet-11940	63	11	the	the	DET
cet-11940	63	12	permeate	permeate	NOUN
cet-11940	63	13	is	be	AUX
cet-11940	63	14	pumped	pump	VERB
cet-11940	63	15	back	back	ADV
cet-11940	63	16	to	to	ADP
cet-11940	63	17	the	the	DET
cet-11940	63	18	feed	feed	NOUN
cet-11940	63	19	channel	channel	NOUN
cet-11940	63	20	of	of	ADP
cet-11940	63	21	the	the	DET
cet-11940	63	22	membrane	membrane	NOUN
cet-11940	63	23	module	module	NOUN
cet-11940	63	24	,	,	PUNCT
cet-11940	63	25	thus	thus	ADV
cet-11940	63	26	,	,	PUNCT
cet-11940	63	27	lifting	lift	VERB
cet-11940	63	28	the	the	DET
cet-11940	63	29	fouling	fouling	NOUN
cet-11940	63	30	off	off	ADP
cet-11940	63	31	the	the	DET
cet-11940	63	32	membrane	membrane	NOUN
cet-11940	63	33	surface	surface	NOUN
cet-11940	63	34	(	(	PUNCT
cet-11940	63	35	cheryan	cheryan	ADJ
cet-11940	63	36	,	,	PUNCT
cet-11940	63	37	1998	1998	NUM
cet-11940	63	38	)	)	PUNCT
cet-11940	63	39	.	.	PUNCT
cet-11940	64	1	the	the	DET
cet-11940	64	2	decay	decay	NOUN
cet-11940	64	3	of	of	ADP
cet-11940	64	4	the	the	DET
cet-11940	64	5	reversible	reversible	ADJ
cet-11940	64	6	fouling	fouling	NOUN
cet-11940	64	7	state	state	NOUN
cet-11940	64	8	,	,	PUNCT
cet-11940	64	9	xf	xf	PROPN
cet-11940	64	10	,	,	PUNCT
cet-11940	64	11	r	r	PROPN
cet-11940	64	12	,	,	PUNCT
cet-11940	64	13	is	be	AUX
cet-11940	64	14	described	describe	VERB
cet-11940	64	15	by	by	ADP
cet-11940	64	16	:	:	PUNCT
cet-11940	64	17	𝑑𝑥𝑓,𝑟	𝑑𝑥𝑓,𝑟	NOUN
cet-11940	64	18	𝑑𝑡	𝑑𝑡	ADP
cet-11940	64	19	=	=	PUNCT
cet-11940	64	20	−𝑘𝑟	−𝑘𝑟	NOUN
cet-11940	64	21	∙	∙	PROPN
cet-11940	64	22	𝐹𝑟	𝐹𝑟	PROPN
cet-11940	64	23	∙	∙	PROPN
cet-11940	64	24	𝑥𝑓,𝑟	𝑥𝑓,𝑟	PUNCT
cet-11940	64	25	(	(	PUNCT
cet-11940	64	26	6	6	NUM
cet-11940	64	27	)	)	PUNCT
cet-11940	64	28	where	where	SCONJ
cet-11940	64	29	kr	kr	PROPN
cet-11940	64	30	is	be	AUX
cet-11940	64	31	the	the	DET
cet-11940	64	32	correlation	correlation	NOUN
cet-11940	64	33	constant	constant	ADJ
cet-11940	64	34	between	between	ADP
cet-11940	64	35	the	the	DET
cet-11940	64	36	removal	removal	NOUN
cet-11940	64	37	of	of	ADP
cet-11940	64	38	fouling	fouling	NOUN
cet-11940	64	39	layer	layer	NOUN
cet-11940	64	40	and	and	CCONJ
cet-11940	64	41	fouling	foul	VERB
cet-11940	64	42	resistance	resistance	NOUN
cet-11940	64	43	and	and	CCONJ
cet-11940	64	44	fr	fr	PROPN
cet-11940	64	45	is	be	AUX
cet-11940	64	46	the	the	DET
cet-11940	64	47	dimensionless	dimensionless	ADJ
cet-11940	64	48	reversal	reversal	NOUN
cet-11940	64	49	permeate	permeate	VERB
cet-11940	64	50	flow	flow	NOUN
cet-11940	64	51	:	:	PUNCT
cet-11940	65	1	𝐹𝑟	𝐹𝑟	PROPN
cet-11940	65	2	=	=	SYM
cet-11940	65	3	𝐹𝑟,𝑖𝑛	𝐹𝑟,𝑖𝑛	PROPN
cet-11940	65	4	𝐹𝑟,𝑟𝑒𝑓	𝐹𝑟,𝑟𝑒𝑓	X
cet-11940	65	5	(	(	PUNCT
cet-11940	65	6	7	7	NUM
cet-11940	65	7	)	)	PUNCT
cet-11940	65	8	where	where	SCONJ
cet-11940	65	9	fr	fr	NOUN
cet-11940	65	10	,	,	PUNCT
cet-11940	65	11	in	in	ADV
cet-11940	65	12	and	and	CCONJ
cet-11940	65	13	fr	fr	NOUN
cet-11940	65	14	,	,	PUNCT
cet-11940	65	15	ref	ref	NOUN
cet-11940	65	16	are	be	AUX
cet-11940	65	17	the	the	DET
cet-11940	65	18	pumped	pump	VERB
cet-11940	65	19	flow	flow	NOUN
cet-11940	65	20	at	at	ADP
cet-11940	65	21	the	the	DET
cet-11940	65	22	inlet	inlet	NOUN
cet-11940	65	23	of	of	ADP
cet-11940	65	24	the	the	DET
cet-11940	65	25	permeate	permeate	NOUN
cet-11940	65	26	channel	channel	NOUN
cet-11940	65	27	and	and	CCONJ
cet-11940	65	28	the	the	DET
cet-11940	65	29	reference	reference	NOUN
cet-11940	65	30	flow	flow	NOUN
cet-11940	65	31	based	base	VERB
cet-11940	65	32	on	on	ADP
cet-11940	65	33	the	the	DET
cet-11940	65	34	pump	pump	NOUN
cet-11940	65	35	capacity	capacity	NOUN
cet-11940	65	36	.	.	PUNCT
cet-11940	66	1	chemical	chemical	ADJ
cet-11940	66	2	cleaning	cleaning	NOUN
cet-11940	66	3	is	be	AUX
cet-11940	66	4	applied	apply	VERB
cet-11940	66	5	when	when	SCONJ
cet-11940	66	6	the	the	DET
cet-11940	66	7	irreversible	irreversible	ADJ
cet-11940	66	8	fouling	fouling	NOUN
cet-11940	66	9	that	that	SCONJ
cet-11940	66	10	the	the	DET
cet-11940	66	11	backwashing	backwashing	NOUN
cet-11940	66	12	can	can	AUX
cet-11940	66	13	not	not	PART
cet-11940	66	14	remove	remove	VERB
cet-11940	66	15	reaches	reach	VERB
cet-11940	66	16	a	a	DET
cet-11940	66	17	critical	critical	ADJ
cet-11940	66	18	level	level	NOUN
cet-11940	66	19	.	.	PUNCT
cet-11940	67	1	a	a	DET
cet-11940	67	2	typical	typical	ADJ
cet-11940	67	3	chemical	chemical	ADJ
cet-11940	67	4	cleaning	cleaning	NOUN
cet-11940	67	5	process	process	NOUN
cet-11940	67	6	includes	include	VERB
cet-11940	67	7	physical	physical	ADJ
cet-11940	67	8	washing	washing	NOUN
cet-11940	67	9	with	with	ADP
cet-11940	67	10	high	high	ADJ
cet-11940	67	11	-	-	PUNCT
cet-11940	67	12	temperature	temperature	NOUN
cet-11940	67	13	solvent	solvent	NOUN
cet-11940	67	14	or	or	CCONJ
cet-11940	67	15	water	water	NOUN
cet-11940	67	16	and	and	CCONJ
cet-11940	67	17	dissolving	dissolve	VERB
cet-11940	67	18	the	the	DET
cet-11940	67	19	foulant	foulant	NOUN
cet-11940	67	20	with	with	ADP
cet-11940	67	21	a	a	DET
cet-11940	67	22	chemical	chemical	NOUN
cet-11940	67	23	reaction	reaction	NOUN
cet-11940	67	24	.	.	PUNCT
cet-11940	68	1	the	the	DET
cet-11940	68	2	change	change	NOUN
cet-11940	68	3	of	of	ADP
cet-11940	68	4	irreversible	irreversible	ADJ
cet-11940	68	5	fouling	fouling	NOUN
cet-11940	68	6	state	state	NOUN
cet-11940	68	7	,	,	PUNCT
cet-11940	68	8	xf	xf	PROPN
cet-11940	68	9	,	,	PUNCT
cet-11940	68	10	ir	ir	PROPN
cet-11940	68	11	,	,	PUNCT
cet-11940	68	12	during	during	ADP
cet-11940	68	13	the	the	DET
cet-11940	68	14	chemical	chemical	NOUN
cet-11940	68	15	cleaning	cleaning	NOUN
cet-11940	68	16	is	be	AUX
cet-11940	68	17	represented	represent	VERB
cet-11940	68	18	as	as	ADP
cet-11940	68	19	(	(	PUNCT
cet-11940	68	20	zondervan	zondervan	NOUN
cet-11940	68	21	et	et	PROPN
cet-11940	68	22	al	al	PROPN
cet-11940	68	23	.	.	PROPN
cet-11940	68	24	,	,	PUNCT
cet-11940	68	25	2007	2007	NUM
cet-11940	68	26	):	):	PUNCT
cet-11940	68	27	𝑑𝑥𝑓,𝑖𝑟	𝑑𝑥𝑓,𝑖𝑟	NOUN
cet-11940	68	28	𝑑𝑡	𝑑𝑡	ADP
cet-11940	68	29	=	=	NOUN
cet-11940	68	30	−𝑘𝑖𝑟	−𝑘𝑖𝑟	NOUN
cet-11940	68	31	∙	∙	PROPN
cet-11940	68	32	𝐹𝑖𝑟	𝐹𝑖𝑟	PROPN
cet-11940	68	33	∙	∙	PROPN
cet-11940	68	34	(	(	PUNCT
cet-11940	68	35	𝑥𝑓,𝑖𝑟	𝑥𝑓,𝑖𝑟	NOUN
cet-11940	68	36	−	−	PROPN
cet-11940	68	37	𝑥𝑓,∞	𝑥𝑓,∞	PROPN
cet-11940	68	38	)	)	PUNCT
cet-11940	68	39	−	−	PROPN
cet-11940	68	40	𝑟𝑐	𝑟𝑐	PROPN
cet-11940	68	41	(	(	PUNCT
cet-11940	68	42	8)	8)	NUM
cet-11940	68	43	where	where	SCONJ
cet-11940	68	44	xf,∞	xf,∞	PROPN
cet-11940	68	45	is	be	AUX
cet-11940	68	46	the	the	DET
cet-11940	68	47	fouling	fouling	NOUN
cet-11940	68	48	state	state	NOUN
cet-11940	68	49	of	of	ADP
cet-11940	68	50	the	the	DET
cet-11940	68	51	membrane	membrane	NOUN
cet-11940	68	52	at	at	ADP
cet-11940	68	53	infinite	infinite	ADJ
cet-11940	68	54	cleaning	cleaning	NOUN
cet-11940	68	55	time	time	NOUN
cet-11940	68	56	,	,	PUNCT
cet-11940	68	57	kir	kir	PROPN
cet-11940	68	58	is	be	AUX
cet-11940	68	59	the	the	DET
cet-11940	68	60	physical	physical	ADJ
cet-11940	68	61	washing	washing	NOUN
cet-11940	68	62	constant	constant	ADJ
cet-11940	68	63	and	and	CCONJ
cet-11940	68	64	fir	fir	NOUN
cet-11940	68	65	is	be	AUX
cet-11940	68	66	the	the	DET
cet-11940	68	67	dimensionless	dimensionless	NOUN
cet-11940	68	68	washing	washing	NOUN
cet-11940	68	69	flow	flow	NOUN
cet-11940	68	70	calculated	calculate	VERB
cet-11940	68	71	from	from	ADP
cet-11940	68	72	the	the	DET
cet-11940	68	73	inlet	inlet	NOUN
cet-11940	68	74	flow	flow	NOUN
cet-11940	68	75	of	of	ADP
cet-11940	68	76	the	the	DET
cet-11940	68	77	chemical	chemical	NOUN
cet-11940	68	78	cleaning	cleaning	NOUN
cet-11940	68	79	stream	stream	NOUN
cet-11940	68	80	fir	fir	NOUN
cet-11940	68	81	,	,	PUNCT
cet-11940	68	82	in	in	ADV
cet-11940	68	83	and	and	CCONJ
cet-11940	68	84	the	the	DET
cet-11940	68	85	reference	reference	NOUN
cet-11940	68	86	flow	flow	NOUN
cet-11940	68	87	fir	fir	NOUN
cet-11940	68	88	,	,	PUNCT
cet-11940	68	89	ref	ref	NOUN
cet-11940	68	90	:	:	PUNCT
cet-11940	68	91	𝐹𝑖𝑟	𝐹𝑖𝑟	NOUN
cet-11940	68	92	=	=	NOUN
cet-11940	68	93	𝐹𝑖𝑟,𝑖𝑛	𝐹𝑖𝑟,𝑖𝑛	PUNCT
cet-11940	68	94	𝐹𝑖𝑟,𝑟𝑒𝑓	𝐹𝑖𝑟,𝑟𝑒𝑓	X
cet-11940	68	95	(	(	PUNCT
cet-11940	68	96	9	9	NUM
cet-11940	68	97	)	)	PUNCT
cet-11940	68	98	the	the	DET
cet-11940	68	99	reaction	reaction	NOUN
cet-11940	68	100	between	between	ADP
cet-11940	68	101	the	the	DET
cet-11940	68	102	irreversible	irreversible	ADJ
cet-11940	68	103	fouling	fouling	NOUN
cet-11940	68	104	and	and	CCONJ
cet-11940	68	105	cleaning	clean	VERB
cet-11940	68	106	chemical	chemical	NOUN
cet-11940	68	107	is	be	AUX
cet-11940	68	108	assumed	assume	VERB
cet-11940	68	109	to	to	PART
cet-11940	68	110	be	be	AUX
cet-11940	68	111	first	first	ADJ
cet-11940	68	112	order	order	NOUN
cet-11940	68	113	.	.	PUNCT
cet-11940	69	1	the	the	DET
cet-11940	69	2	reaction	reaction	NOUN
cet-11940	69	3	rate	rate	NOUN
cet-11940	69	4	,	,	PUNCT
cet-11940	69	5	rc	rc	PROPN
cet-11940	69	6	,	,	PUNCT
cet-11940	69	7	is	be	AUX
cet-11940	69	8	calculated	calculate	VERB
cet-11940	69	9	by	by	ADP
cet-11940	69	10	:	:	PUNCT
cet-11940	69	11	𝑟𝑐	𝑟𝑐	PROPN
cet-11940	69	12	=	=	NOUN
cet-11940	69	13	𝑘′1	𝑘′1	NOUN
cet-11940	69	14	∙	∙	PROPN
cet-11940	69	15	𝑥𝑐	𝑥𝑐	ADP
cet-11940	69	16	∙	∙	PROPN
cet-11940	69	17	(	(	PUNCT
cet-11940	69	18	𝑥𝑓,𝑖𝑟	𝑥𝑓,𝑖𝑟	NOUN
cet-11940	69	19	−	−	PROPN
cet-11940	69	20	𝑥𝑓,∞	𝑥𝑓,∞	PROPN
cet-11940	69	21	)	)	PUNCT
cet-11940	69	22	(	(	PUNCT
cet-11940	69	23	10	10	NUM
cet-11940	69	24	)	)	PUNCT
cet-11940	69	25	where	where	SCONJ
cet-11940	69	26	k’1	k’1	NOUN
cet-11940	69	27	is	be	AUX
cet-11940	69	28	the	the	DET
cet-11940	69	29	reaction	reaction	NOUN
cet-11940	69	30	rate	rate	NOUN
cet-11940	69	31	constant	constant	ADJ
cet-11940	69	32	and	and	CCONJ
cet-11940	69	33	xc	xc	PROPN
cet-11940	69	34	is	be	AUX
cet-11940	69	35	the	the	DET
cet-11940	69	36	state	state	NOUN
cet-11940	69	37	of	of	ADP
cet-11940	69	38	the	the	DET
cet-11940	69	39	cleaning	clean	VERB
cet-11940	69	40	chemical	chemical	NOUN
cet-11940	69	41	which	which	PRON
cet-11940	69	42	is	be	AUX
cet-11940	69	43	dimensionless	dimensionless	ADJ
cet-11940	69	44	and	and	CCONJ
cet-11940	69	45	defined	define	VERB
cet-11940	69	46	by	by	ADP
cet-11940	69	47	the	the	DET
cet-11940	69	48	concentration	concentration	NOUN
cet-11940	69	49	of	of	ADP
cet-11940	69	50	cleaning	clean	VERB
cet-11940	69	51	chemical	chemical	NOUN
cet-11940	69	52	at	at	ADP
cet-11940	69	53	the	the	DET
cet-11940	69	54	start	start	NOUN
cet-11940	69	55	,	,	PUNCT
cet-11940	69	56	cchemical,0	cchemical,0	NOUN
cet-11940	69	57	and	and	CCONJ
cet-11940	69	58	during	during	ADP
cet-11940	69	59	the	the	DET
cet-11940	69	60	cleaning	cleaning	NOUN
cet-11940	69	61	,	,	PUNCT
cet-11940	69	62	cchemical(t	cchemical(t	PROPN
cet-11940	69	63	)	)	PUNCT
cet-11940	69	64	.	.	PUNCT
cet-11940	70	1	𝑥𝑐(𝑡	𝑥𝑐(𝑡	NUM
cet-11940	70	2	)	)	PUNCT
cet-11940	70	3	=	=	SYM
cet-11940	70	4	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙(𝑡	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙(𝑡	NOUN
cet-11940	70	5	)	)	PUNCT
cet-11940	70	6	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙,0	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙,0	PROPN
cet-11940	70	7	(	(	PUNCT
cet-11940	70	8	11	11	NUM
cet-11940	70	9	)	)	PUNCT
cet-11940	70	10	the	the	DET
cet-11940	70	11	state	state	NOUN
cet-11940	70	12	of	of	ADP
cet-11940	70	13	the	the	DET
cet-11940	70	14	chemical	chemical	ADJ
cet-11940	70	15	agent	agent	NOUN
cet-11940	70	16	during	during	ADP
cet-11940	70	17	the	the	DET
cet-11940	70	18	cleaning	cleaning	NOUN
cet-11940	70	19	process	process	NOUN
cet-11940	70	20	is	be	AUX
cet-11940	70	21	defined	define	VERB
cet-11940	70	22	as	as	ADP
cet-11940	70	23	(	(	PUNCT
cet-11940	70	24	zondervan	zondervan	NOUN
cet-11940	70	25	et	et	PROPN
cet-11940	70	26	al	al	PROPN
cet-11940	70	27	.	.	PROPN
cet-11940	70	28	,	,	PUNCT
cet-11940	70	29	2007	2007	NUM
cet-11940	70	30	):	):	PUNCT
cet-11940	70	31	𝑑𝑥𝑐	𝑑𝑥𝑐	NOUN
cet-11940	70	32	𝑑𝑡	𝑑𝑡	ADP
cet-11940	70	33	=	=	PUNCT
cet-11940	70	34	𝑘𝑖𝑟	𝑘𝑖𝑟	NOUN
cet-11940	70	35	∙	∙	PROPN
cet-11940	70	36	𝐹𝑖𝑟	𝐹𝑖𝑟	PROPN
cet-11940	70	37	∙	∙	PROPN
cet-11940	70	38	(	(	PUNCT
cet-11940	70	39	𝑥𝑐,𝑖𝑛	𝑥𝑐,𝑖𝑛	NOUN
cet-11940	70	40	−	−	PROPN
cet-11940	70	41	𝑥𝑐	𝑥𝑐	PROPN
cet-11940	70	42	)	)	PUNCT
cet-11940	70	43	−	−	NOUN
cet-11940	70	44	𝑛𝑐	𝑛𝑐	ADP
cet-11940	70	45	∙	∙	PROPN
cet-11940	70	46	𝑟𝑐	𝑟𝑐	PROPN
cet-11940	70	47	(	(	PUNCT
cet-11940	70	48	12	12	NUM
cet-11940	70	49	)	)	PUNCT
cet-11940	70	50	where	where	SCONJ
cet-11940	70	51	xc	xc	NOUN
cet-11940	70	52	,	,	PUNCT
cet-11940	70	53	in	in	ADP
cet-11940	70	54	is	be	AUX
cet-11940	70	55	the	the	DET
cet-11940	70	56	state	state	NOUN
cet-11940	70	57	of	of	ADP
cet-11940	70	58	chemical	chemical	NOUN
cet-11940	70	59	cleaning	cleaning	NOUN
cet-11940	70	60	at	at	ADP
cet-11940	70	61	the	the	DET
cet-11940	70	62	inlet	inlet	NOUN
cet-11940	70	63	of	of	ADP
cet-11940	70	64	membrane	membrane	NOUN
cet-11940	70	65	module	module	NOUN
cet-11940	70	66	and	and	CCONJ
cet-11940	70	67	nc	nc	PROPN
cet-11940	70	68	is	be	AUX
cet-11940	70	69	a	a	DET
cet-11940	70	70	pseudo	pseudo	NOUN
cet-11940	70	71	-	-	ADJ
cet-11940	70	72	stoichiometric	stoichiometric	ADJ
cet-11940	70	73	constant	constant	NOUN
cet-11940	70	74	for	for	ADP
cet-11940	70	75	the	the	DET
cet-11940	70	76	fouling	fouling	NOUN
cet-11940	70	77	decomposition	decomposition	NOUN
cet-11940	70	78	.	.	PUNCT
cet-11940	71	1	2.3	2.3	NUM
cet-11940	71	2	the	the	DET
cet-11940	71	3	cleaning	cleaning	NOUN
cet-11940	71	4	cost	cost	VERB
cet-11940	71	5	the	the	DET
cet-11940	71	6	cost	cost	NOUN
cet-11940	71	7	of	of	ADP
cet-11940	71	8	cleaning	cleaning	NOUN
cet-11940	71	9	can	can	AUX
cet-11940	71	10	be	be	AUX
cet-11940	71	11	determined	determine	VERB
cet-11940	71	12	from	from	ADP
cet-11940	71	13	production	production	NOUN
cet-11940	71	14	loss	loss	NOUN
cet-11940	71	15	,	,	PUNCT
cet-11940	71	16	energy	energy	NOUN
cet-11940	71	17	and	and	CCONJ
cet-11940	71	18	chemicals	chemical	NOUN
cet-11940	71	19	consumption	consumption	NOUN
cet-11940	71	20	.	.	PUNCT
cet-11940	72	1	the	the	DET
cet-11940	72	2	cost	cost	NOUN
cet-11940	72	3	relating	relate	VERB
cet-11940	72	4	to	to	ADP
cet-11940	72	5	biodiesel	biodiesel	NOUN
cet-11940	72	6	loss	loss	NOUN
cet-11940	72	7	during	during	ADP
cet-11940	72	8	the	the	DET
cet-11940	72	9	cleaning	cleaning	NOUN
cet-11940	72	10	time	time	NOUN
cet-11940	72	11	,	,	PUNCT
cet-11940	72	12	costbd	costbd	PROPN
cet-11940	72	13	,	,	PUNCT
cet-11940	72	14	is	be	AUX
cet-11940	72	15	calculated	calculate	VERB
cet-11940	72	16	as	as	ADP
cet-11940	72	17	:	:	PUNCT
cet-11940	72	18	885	885	NUM
cet-11940	72	19	𝐶𝑜𝑠𝑡𝐵𝐷	𝐶𝑜𝑠𝑡𝐵𝐷	ADJ
cet-11940	72	20	=	=	PUNCT
cet-11940	72	21	𝑚𝑓,𝑎𝑣	𝑚𝑓,𝑎𝑣	NOUN
cet-11940	72	22	∙	∙	PROPN
cet-11940	72	23	𝑡𝑐	𝑡𝑐	PRON
cet-11940	72	24	∙	∙	PROPN
cet-11940	72	25	𝑊𝐵𝐷	𝑊𝐵𝐷	PROPN
cet-11940	72	26	(	(	PUNCT
cet-11940	72	27	13	13	NUM
cet-11940	72	28	)	)	PUNCT
cet-11940	72	29	where	where	SCONJ
cet-11940	72	30	mf	mf	NOUN
cet-11940	72	31	,	,	PUNCT
cet-11940	72	32	av	av	PROPN
cet-11940	72	33	is	be	AUX
cet-11940	72	34	the	the	DET
cet-11940	72	35	average	average	ADJ
cet-11940	72	36	mass	mass	NOUN
cet-11940	72	37	flow	flow	NOUN
cet-11940	72	38	of	of	ADP
cet-11940	72	39	biodiesel	biodiesel	NOUN
cet-11940	72	40	produced	produce	VERB
cet-11940	72	41	from	from	ADP
cet-11940	72	42	the	the	DET
cet-11940	72	43	membrane	membrane	NOUN
cet-11940	72	44	reactor	reactor	NOUN
cet-11940	72	45	,	,	PUNCT
cet-11940	72	46	tc	tc	PROPN
cet-11940	72	47	is	be	AUX
cet-11940	72	48	the	the	DET
cet-11940	72	49	cleaning	clean	VERB
cet-11940	72	50	duration	duration	NOUN
cet-11940	72	51	,	,	PUNCT
cet-11940	72	52	and	and	CCONJ
cet-11940	72	53	wbd	wbd	PROPN
cet-11940	72	54	is	be	AUX
cet-11940	72	55	the	the	DET
cet-11940	72	56	price	price	NOUN
cet-11940	72	57	of	of	ADP
cet-11940	72	58	biodiesel	biodiesel	NOUN
cet-11940	72	59	.	.	PUNCT
cet-11940	73	1	the	the	DET
cet-11940	73	2	energy	energy	NOUN
cet-11940	73	3	consumption	consumption	NOUN
cet-11940	73	4	includes	include	VERB
cet-11940	73	5	the	the	DET
cet-11940	73	6	pumping	pumping	NOUN
cet-11940	73	7	and	and	CCONJ
cet-11940	73	8	heating	heating	NOUN
cet-11940	73	9	of	of	ADP
cet-11940	73	10	cleaning	clean	VERB
cet-11940	73	11	fluid	fluid	NOUN
cet-11940	73	12	.	.	PUNCT
cet-11940	74	1	the	the	DET
cet-11940	74	2	cost	cost	NOUN
cet-11940	74	3	of	of	ADP
cet-11940	74	4	energy	energy	NOUN
cet-11940	74	5	,	,	PUNCT
cet-11940	74	6	ce	ce	PROPN
cet-11940	74	7	,	,	PUNCT
cet-11940	74	8	is	be	AUX
cet-11940	74	9	a	a	DET
cet-11940	74	10	function	function	NOUN
cet-11940	74	11	of	of	ADP
cet-11940	74	12	the	the	DET
cet-11940	74	13	washing	washing	NOUN
cet-11940	74	14	stream	stream	NOUN
cet-11940	74	15	,	,	PUNCT
cet-11940	74	16	fir	fir	NOUN
cet-11940	74	17	,	,	PUNCT
cet-11940	74	18	in	in	ADP
cet-11940	74	19	,	,	PUNCT
cet-11940	74	20	specific	specific	ADJ
cet-11940	74	21	pumping	pumping	NOUN
cet-11940	74	22	energy	energy	NOUN
cet-11940	74	23	consumption	consumption	NOUN
cet-11940	74	24	,	,	PUNCT
cet-11940	74	25	ep	ep	PROPN
cet-11940	74	26	,	,	PUNCT
cet-11940	74	27	specific	specific	ADJ
cet-11940	74	28	heating	heating	NOUN
cet-11940	74	29	energy	energy	NOUN
cet-11940	74	30	consumption	consumption	NOUN
cet-11940	74	31	,	,	PUNCT
cet-11940	74	32	eh	eh	INTJ
cet-11940	74	33	and	and	CCONJ
cet-11940	74	34	cleaning	clean	VERB
cet-11940	74	35	duration	duration	NOUN
cet-11940	74	36	,	,	PUNCT
cet-11940	74	37	tc	tc	X
cet-11940	74	38	.	.	PUNCT
cet-11940	75	1	the	the	DET
cet-11940	75	2	energy	energy	NOUN
cet-11940	75	3	cost	cost	NOUN
cet-11940	75	4	is	be	AUX
cet-11940	75	5	presented	present	VERB
cet-11940	75	6	as	as	ADP
cet-11940	75	7	:	:	PUNCT
cet-11940	75	8	𝐶𝑜𝑠𝑡𝐸	𝐶𝑜𝑠𝑡𝐸	PROPN
cet-11940	75	9	=	=	SYM
cet-11940	76	1	𝐹𝑖𝑟,𝑖𝑛	𝐹𝑖𝑟,𝑖𝑛	PUNCT
cet-11940	76	2	∙	∙	PROPN
cet-11940	76	3	𝑡𝑐	𝑡𝑐	PRON
cet-11940	76	4	∙	∙	PROPN
cet-11940	76	5	𝑊𝐸	𝑊𝐸	PROPN
cet-11940	76	6	∙	∙	PROPN
cet-11940	76	7	(	(	PUNCT
cet-11940	76	8	𝐸𝑃	𝐸𝑃	NOUN
cet-11940	76	9	+	+	CCONJ
cet-11940	76	10	𝐸𝐻	𝐸𝐻	PROPN
cet-11940	76	11	)	)	PUNCT
cet-11940	76	12	(	(	PUNCT
cet-11940	76	13	14	14	NUM
cet-11940	76	14	)	)	PUNCT
cet-11940	76	15	where	where	SCONJ
cet-11940	76	16	we	we	PRON
cet-11940	76	17	is	be	AUX
cet-11940	76	18	the	the	DET
cet-11940	76	19	price	price	NOUN
cet-11940	76	20	of	of	ADP
cet-11940	76	21	energy	energy	NOUN
cet-11940	76	22	.	.	PUNCT
cet-11940	77	1	the	the	DET
cet-11940	77	2	cost	cost	NOUN
cet-11940	77	3	of	of	ADP
cet-11940	77	4	cleaning	clean	VERB
cet-11940	77	5	chemicals	chemical	NOUN
cet-11940	77	6	,	,	PUNCT
cet-11940	77	7	costc	costc	PROPN
cet-11940	77	8	,	,	PUNCT
cet-11940	77	9	is	be	AUX
cet-11940	77	10	defined	define	VERB
cet-11940	77	11	as	as	ADP
cet-11940	77	12	:	:	PUNCT
cet-11940	77	13	𝐶𝑜𝑠𝑡𝐶	𝐶𝑜𝑠𝑡𝐶	PROPN
cet-11940	77	14	=	=	SYM
cet-11940	77	15	𝐹𝑖𝑟,𝑖𝑛	𝐹𝑖𝑟,𝑖𝑛	PUNCT
cet-11940	78	1	∙	∙	PUNCT
cet-11940	78	2	𝑡𝑐	𝑡𝑐	PRON
cet-11940	78	3	∙	∙	PROPN
cet-11940	78	4	𝑊𝐶	𝑊𝐶	PROPN
cet-11940	78	5	∙	∙	PROPN
cet-11940	78	6	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙,𝑖𝑛	𝐶𝑐ℎ𝑒𝑚𝑖𝑐𝑎𝑙,𝑖𝑛	PROPN
cet-11940	78	7	(	(	PUNCT
cet-11940	78	8	15	15	NUM
cet-11940	78	9	)	)	PUNCT
cet-11940	78	10	where	where	SCONJ
cet-11940	78	11	wc	wc	PROPN
cet-11940	78	12	is	be	AUX
cet-11940	78	13	the	the	DET
cet-11940	78	14	price	price	NOUN
cet-11940	78	15	of	of	ADP
cet-11940	78	16	chemical	chemical	NOUN
cet-11940	78	17	and	and	CCONJ
cet-11940	78	18	cchemical	cchemical	ADJ
cet-11940	78	19	,	,	PUNCT
cet-11940	78	20	in	in	ADP
cet-11940	78	21	is	be	AUX
cet-11940	78	22	the	the	DET
cet-11940	78	23	concentration	concentration	NOUN
cet-11940	78	24	of	of	ADP
cet-11940	78	25	cleaning	clean	VERB
cet-11940	78	26	chemical	chemical	NOUN
cet-11940	78	27	at	at	ADP
cet-11940	78	28	the	the	DET
cet-11940	78	29	inlet	inlet	NOUN
cet-11940	78	30	.	.	PUNCT
cet-11940	79	1	2.4	2.4	NUM
cet-11940	79	2	model	model	NOUN
cet-11940	79	3	solution	solution	NOUN
cet-11940	79	4	the	the	DET
cet-11940	79	5	model	model	NOUN
cet-11940	79	6	above	above	ADV
cet-11940	79	7	can	can	AUX
cet-11940	79	8	be	be	AUX
cet-11940	79	9	used	use	VERB
cet-11940	79	10	to	to	PART
cet-11940	79	11	predict	predict	VERB
cet-11940	79	12	the	the	DET
cet-11940	79	13	value	value	NOUN
cet-11940	79	14	reversible	reversible	ADJ
cet-11940	79	15	and	and	CCONJ
cet-11940	79	16	irreversible	irreversible	ADJ
cet-11940	79	17	fouling	fouling	NOUN
cet-11940	79	18	resistances	resistance	NOUN
cet-11940	79	19	over	over	ADP
cet-11940	79	20	time	time	NOUN
cet-11940	79	21	and	and	CCONJ
cet-11940	79	22	at	at	ADP
cet-11940	79	23	the	the	DET
cet-11940	79	24	end	end	NOUN
cet-11940	79	25	of	of	ADP
cet-11940	79	26	a	a	DET
cet-11940	79	27	filtration	filtration	NOUN
cet-11940	79	28	cycle	cycle	NOUN
cet-11940	79	29	,	,	PUNCT
cet-11940	79	30	that	that	PRON
cet-11940	79	31	will	will	AUX
cet-11940	79	32	be	be	AUX
cet-11940	79	33	the	the	DET
cet-11940	79	34	initial	initial	ADJ
cet-11940	79	35	values	value	NOUN
cet-11940	79	36	of	of	ADP
cet-11940	79	37	the	the	DET
cet-11940	79	38	cleaning	cleaning	NOUN
cet-11940	79	39	model	model	NOUN
cet-11940	79	40	.	.	PUNCT
cet-11940	80	1	to	to	PART
cet-11940	80	2	solve	solve	VERB
cet-11940	80	3	the	the	DET
cet-11940	80	4	model	model	NOUN
cet-11940	80	5	,	,	PUNCT
cet-11940	80	6	it	it	PRON
cet-11940	80	7	is	be	AUX
cet-11940	80	8	assumed	assume	VERB
cet-11940	80	9	that	that	SCONJ
cet-11940	80	10	there	there	PRON
cet-11940	80	11	is	be	VERB
cet-11940	80	12	no	no	DET
cet-11940	80	13	cake	cake	NOUN
cet-11940	80	14	formation	formation	NOUN
cet-11940	80	15	at	at	ADP
cet-11940	80	16	the	the	DET
cet-11940	80	17	start	start	NOUN
cet-11940	80	18	of	of	ADP
cet-11940	80	19	the	the	DET
cet-11940	80	20	membrane	membrane	NOUN
cet-11940	80	21	reactor	reactor	NOUN
cet-11940	80	22	operation	operation	NOUN
cet-11940	80	23	or	or	CCONJ
cet-11940	80	24	rc,0	rc,0	PROPN
cet-11940	80	25	=	=	SYM
cet-11940	80	26	0	0	NUM
cet-11940	80	27	and	and	CCONJ
cet-11940	80	28	the	the	DET
cet-11940	80	29	initial	initial	ADJ
cet-11940	80	30	fouling	fouling	NOUN
cet-11940	80	31	resistance	resistance	NOUN
cet-11940	80	32	is	be	AUX
cet-11940	80	33	the	the	DET
cet-11940	80	34	intrinsic	intrinsic	ADJ
cet-11940	80	35	membrane	membrane	NOUN
cet-11940	80	36	resistance	resistance	NOUN
cet-11940	80	37	which	which	PRON
cet-11940	80	38	is	be	AUX
cet-11940	80	39	irreversible	irreversible	ADJ
cet-11940	80	40	or	or	CCONJ
cet-11940	80	41	rm,0	rm,0	PROPN
cet-11940	80	42	=	=	SYM
cet-11940	80	43	rf,0	rf,0	VERB
cet-11940	80	44	.	.	PUNCT
cet-11940	81	1	three	three	NUM
cet-11940	81	2	constants	constant	NOUN
cet-11940	81	3	km	km	PROPN
cet-11940	81	4	,	,	PUNCT
cet-11940	81	5	kc1	kc1	PROPN
cet-11940	81	6	and	and	CCONJ
cet-11940	81	7	kc2	kc2	PROPN
cet-11940	81	8	are	be	AUX
cet-11940	81	9	determined	determine	VERB
cet-11940	81	10	by	by	ADP
cet-11940	81	11	fitting	fit	VERB
cet-11940	81	12	the	the	DET
cet-11940	81	13	filtration	filtration	NOUN
cet-11940	81	14	equations	equation	NOUN
cet-11940	81	15	with	with	ADP
cet-11940	81	16	experimental	experimental	ADJ
cet-11940	81	17	data	datum	NOUN
cet-11940	81	18	.	.	PUNCT
cet-11940	82	1	the	the	DET
cet-11940	82	2	filtration	filtration	NOUN
cet-11940	82	3	equations	equation	NOUN
cet-11940	82	4	provide	provide	VERB
cet-11940	82	5	the	the	DET
cet-11940	82	6	initial	initial	ADJ
cet-11940	82	7	reversible	reversible	ADJ
cet-11940	82	8	and	and	CCONJ
cet-11940	82	9	irreversible	irreversible	ADJ
cet-11940	82	10	resistances	resistance	NOUN
cet-11940	82	11	to	to	PART
cet-11940	82	12	solve	solve	VERB
cet-11940	82	13	the	the	DET
cet-11940	82	14	cleaning	cleaning	NOUN
cet-11940	82	15	model	model	NOUN
cet-11940	82	16	.	.	PUNCT
cet-11940	83	1	the	the	DET
cet-11940	83	2	cleaning	clean	VERB
cet-11940	83	3	model	model	NOUN
cet-11940	83	4	parameters	parameter	NOUN
cet-11940	83	5	kr	kr	PROPN
cet-11940	83	6	,	,	PUNCT
cet-11940	83	7	kir	kir	PROPN
cet-11940	83	8	,	,	PUNCT
cet-11940	83	9	k’1	k’1	NOUN
cet-11940	83	10	and	and	CCONJ
cet-11940	83	11	nc	nc	PROPN
cet-11940	83	12	can	can	AUX
cet-11940	83	13	be	be	AUX
cet-11940	83	14	estimated	estimate	VERB
cet-11940	83	15	from	from	ADP
cet-11940	83	16	experiments	experiment	NOUN
cet-11940	83	17	and	and	CCONJ
cet-11940	83	18	simulation	simulation	NOUN
cet-11940	83	19	data	datum	NOUN
cet-11940	83	20	.	.	PUNCT
cet-11940	84	1	the	the	DET
cet-11940	84	2	model	model	NOUN
cet-11940	84	3	is	be	AUX
cet-11940	84	4	solved	solve	VERB
cet-11940	84	5	with	with	ADP
cet-11940	84	6	the	the	DET
cet-11940	84	7	ode45	ode45	NOUN
cet-11940	84	8	solver	solver	ADV
cet-11940	84	9	of	of	ADP
cet-11940	84	10	matlab	matlab	PROPN
cet-11940	84	11	®	®	PROPN
cet-11940	84	12	.	.	PUNCT
cet-11940	85	1	the	the	DET
cet-11940	85	2	results	result	NOUN
cet-11940	85	3	of	of	ADP
cet-11940	85	4	the	the	DET
cet-11940	85	5	cleaning	cleaning	NOUN
cet-11940	85	6	model	model	NOUN
cet-11940	85	7	are	be	AUX
cet-11940	85	8	used	use	VERB
cet-11940	85	9	to	to	PART
cet-11940	85	10	estimate	estimate	VERB
cet-11940	85	11	the	the	DET
cet-11940	85	12	cleaning	cleaning	NOUN
cet-11940	85	13	time	time	NOUN
cet-11940	85	14	and	and	CCONJ
cet-11940	85	15	chemical	chemical	ADJ
cet-11940	85	16	consumption	consumption	NOUN
cet-11940	85	17	that	that	PRON
cet-11940	85	18	contribute	contribute	VERB
cet-11940	85	19	to	to	ADP
cet-11940	85	20	the	the	DET
cet-11940	85	21	cleaning	cleaning	NOUN
cet-11940	85	22	cost	cost	NOUN
cet-11940	85	23	.	.	PUNCT
cet-11940	86	1	the	the	DET
cet-11940	86	2	states	state	NOUN
cet-11940	86	3	of	of	ADP
cet-11940	86	4	fouling	foul	VERB
cet-11940	86	5	after	after	ADP
cet-11940	86	6	cleaning	cleaning	NOUN
cet-11940	86	7	are	be	AUX
cet-11940	86	8	the	the	DET
cet-11940	86	9	initial	initial	ADJ
cet-11940	86	10	condition	condition	NOUN
cet-11940	86	11	for	for	ADP
cet-11940	86	12	a	a	DET
cet-11940	86	13	new	new	ADJ
cet-11940	86	14	operation	operation	NOUN
cet-11940	86	15	cycle	cycle	NOUN
cet-11940	86	16	of	of	ADP
cet-11940	86	17	the	the	DET
cet-11940	86	18	membrane	membrane	NOUN
cet-11940	86	19	reactor	reactor	NOUN
cet-11940	86	20	.	.	PUNCT
cet-11940	87	1	this	this	DET
cet-11940	87	2	data	datum	NOUN
cet-11940	87	3	can	can	AUX
cet-11940	87	4	be	be	AUX
cet-11940	87	5	used	use	VERB
cet-11940	87	6	to	to	PART
cet-11940	87	7	calculate	calculate	VERB
cet-11940	87	8	the	the	DET
cet-11940	87	9	biodiesel	biodiesel	NOUN
cet-11940	87	10	production	production	NOUN
cet-11940	87	11	per	per	ADP
cet-11940	87	12	cycle	cycle	NOUN
cet-11940	87	13	by	by	ADP
cet-11940	87	14	using	use	VERB
cet-11940	87	15	the	the	DET
cet-11940	87	16	membrane	membrane	NOUN
cet-11940	87	17	reactor	reactor	NOUN
cet-11940	87	18	model	model	NOUN
cet-11940	87	19	,	,	PUNCT
cet-11940	87	20	which	which	PRON
cet-11940	87	21	is	be	AUX
cet-11940	87	22	a	a	DET
cet-11940	87	23	combination	combination	NOUN
cet-11940	87	24	of	of	ADP
cet-11940	87	25	the	the	DET
cet-11940	87	26	filtration	filtration	NOUN
cet-11940	87	27	equation	equation	NOUN
cet-11940	87	28	and	and	CCONJ
cet-11940	87	29	component	component	NOUN
cet-11940	87	30	balance	balance	NOUN
cet-11940	87	31	of	of	ADP
cet-11940	87	32	the	the	DET
cet-11940	87	33	transesterification	transesterification	NOUN
cet-11940	87	34	process	process	NOUN
cet-11940	87	35	(	(	PUNCT
cet-11940	87	36	huynh	huynh	PROPN
cet-11940	87	37	and	and	CCONJ
cet-11940	87	38	zondervan	zondervan	NOUN
cet-11940	87	39	,	,	PUNCT
cet-11940	87	40	2021	2021	NUM
cet-11940	87	41	)	)	PUNCT
cet-11940	87	42	.	.	PUNCT
cet-11940	88	1	the	the	DET
cet-11940	88	2	effects	effect	NOUN
cet-11940	88	3	of	of	ADP
cet-11940	88	4	backwashing	backwashing	NOUN
cet-11940	88	5	on	on	ADP
cet-11940	88	6	the	the	DET
cet-11940	88	7	membrane	membrane	NOUN
cet-11940	88	8	reactor	reactor	NOUN
cet-11940	88	9	’s	’s	PART
cet-11940	88	10	productivity	productivity	NOUN
cet-11940	88	11	,	,	PUNCT
cet-11940	88	12	the	the	DET
cet-11940	88	13	operating	operate	VERB
cet-11940	88	14	cycle	cycle	NOUN
cet-11940	88	15	and	and	CCONJ
cet-11940	88	16	irreversible	irreversible	ADJ
cet-11940	88	17	fouling	fouling	NOUN
cet-11940	88	18	accumulation	accumulation	NOUN
cet-11940	88	19	were	be	AUX
cet-11940	88	20	reported	report	VERB
cet-11940	88	21	in	in	ADP
cet-11940	88	22	the	the	DET
cet-11940	88	23	biodiesel	biodiesel	NOUN
cet-11940	88	24	reactor	reactor	NOUN
cet-11940	88	25	model	model	NOUN
cet-11940	88	26	of	of	ADP
cet-11940	88	27	huynh	huynh	PROPN
cet-11940	88	28	and	and	CCONJ
cet-11940	88	29	zondervan	zondervan	NOUN
cet-11940	88	30	(	(	PUNCT
cet-11940	88	31	2021	2021	NUM
cet-11940	88	32	)	)	PUNCT
cet-11940	88	33	.	.	PUNCT
cet-11940	89	1	3	3	X
cet-11940	89	2	.	.	NOUN
cet-11940	89	3	results	result	NOUN
cet-11940	89	4	and	and	CCONJ
cet-11940	89	5	discussion	discussion	NOUN
cet-11940	89	6	the	the	DET
cet-11940	89	7	model	model	NOUN
cet-11940	89	8	was	be	AUX
cet-11940	89	9	validated	validate	VERB
cet-11940	89	10	with	with	ADP
cet-11940	89	11	the	the	DET
cet-11940	89	12	experimental	experimental	ADJ
cet-11940	89	13	data	datum	NOUN
cet-11940	89	14	of	of	ADP
cet-11940	89	15	biodiesel	biodiesel	NOUN
cet-11940	89	16	production	production	NOUN
cet-11940	89	17	in	in	ADP
cet-11940	89	18	a	a	DET
cet-11940	89	19	membrane	membrane	NOUN
cet-11940	89	20	reactor	reactor	NOUN
cet-11940	89	21	from	from	ADP
cet-11940	89	22	(	(	PUNCT
cet-11940	89	23	cheng	cheng	PROPN
cet-11940	89	24	et	et	PROPN
cet-11940	89	25	al	al	PROPN
cet-11940	89	26	.	.	PROPN
cet-11940	89	27	2012	2012	NUM
cet-11940	89	28	)	)	PUNCT
cet-11940	89	29	.	.	PUNCT
cet-11940	90	1	the	the	DET
cet-11940	90	2	constants	constant	NOUN
cet-11940	90	3	of	of	ADP
cet-11940	90	4	the	the	DET
cet-11940	90	5	chemical	chemical	NOUN
cet-11940	90	6	cleaning	cleaning	NOUN
cet-11940	90	7	model	model	NOUN
cet-11940	90	8	were	be	AUX
cet-11940	90	9	estimated	estimate	VERB
cet-11940	90	10	from	from	ADP
cet-11940	90	11	a	a	DET
cet-11940	90	12	cleaning	clean	VERB
cet-11940	90	13	simulation	simulation	NOUN
cet-11940	90	14	based	base	VERB
cet-11940	90	15	on	on	ADP
cet-11940	90	16	an	an	DET
cet-11940	90	17	experimental	experimental	ADJ
cet-11940	90	18	cleaning	cleaning	NOUN
cet-11940	90	19	curve	curve	NOUN
cet-11940	90	20	of	of	ADP
cet-11940	90	21	an	an	DET
cet-11940	90	22	ultrafiltration	ultrafiltration	NOUN
cet-11940	90	23	membrane	membrane	NOUN
cet-11940	90	24	(	(	PUNCT
cet-11940	90	25	zondervan	zondervan	NOUN
cet-11940	90	26	et	et	PROPN
cet-11940	90	27	al	al	PROPN
cet-11940	90	28	.	.	PROPN
cet-11940	90	29	,	,	PUNCT
cet-11940	90	30	2007	2007	NUM
cet-11940	90	31	)	)	PUNCT
cet-11940	90	32	.	.	PUNCT
cet-11940	91	1	the	the	DET
cet-11940	91	2	model	model	NOUN
cet-11940	91	3	parameters	parameter	NOUN
cet-11940	91	4	are	be	AUX
cet-11940	91	5	shown	show	VERB
cet-11940	91	6	in	in	ADP
cet-11940	91	7	table	table	NOUN
cet-11940	91	8	1	1	NUM
cet-11940	91	9	and	and	CCONJ
cet-11940	91	10	table	table	NOUN
cet-11940	91	11	2	2	NUM
cet-11940	91	12	.	.	PUNCT
cet-11940	91	13	table	table	NOUN
cet-11940	91	14	1	1	NUM
cet-11940	91	15	:	:	PUNCT
cet-11940	91	16	parameters	parameter	NOUN
cet-11940	91	17	of	of	ADP
cet-11940	91	18	filtration	filtration	NOUN
cet-11940	91	19	equations	equation	NOUN
cet-11940	91	20	parameter	parameter	NOUN
cet-11940	91	21	km	km	PROPN
cet-11940	91	22	kc1	kc1	PROPN
cet-11940	92	1	kc2	kc2	PROPN
cet-11940	92	2	filtration	filtration	NOUN
cet-11940	92	3	equations	equation	NOUN
cet-11940	92	4	1.48	1.48	NUM
cet-11940	92	5	x	x	SYM
cet-11940	92	6	10−12	10−12	VERB
cet-11940	92	7	4.5	4.5	NUM
cet-11940	92	8	x	x	SYM
cet-11940	92	9	1014	1014	NUM
cet-11940	92	10	(	(	PUNCT
cet-11940	92	11	m−2	m−2	NOUN
cet-11940	92	12	)	)	PUNCT
cet-11940	92	13	1.03	1.03	NUM
cet-11940	92	14	x	x	SYM
cet-11940	92	15	107	107	NUM
cet-11940	92	16	(	(	PUNCT
cet-11940	92	17	m−1	m−1	PROPN
cet-11940	92	18	s−1	s−1	PROPN
cet-11940	92	19	)	)	PUNCT
cet-11940	92	20	)	)	PUNCT
cet-11940	92	21	table	table	NOUN
cet-11940	92	22	2	2	NUM
cet-11940	92	23	:	:	PUNCT
cet-11940	92	24	parameters	parameter	NOUN
cet-11940	92	25	of	of	ADP
cet-11940	92	26	the	the	DET
cet-11940	92	27	cleaning	cleaning	NOUN
cet-11940	92	28	model	model	NOUN
cet-11940	92	29	parameter	parameter	PROPN
cet-11940	92	30	kr	kr	PROPN
cet-11940	92	31	kir	kir	PROPN
cet-11940	92	32	k’1	k’1	PROPN
cet-11940	92	33	nc	nc	PROPN
cet-11940	92	34	cleaning	cleaning	PROPN
cet-11940	92	35	model	model	NOUN
cet-11940	92	36	0.0055	0.0055	NUM
cet-11940	92	37	(	(	PUNCT
cet-11940	92	38	s−1	s−1	PROPN
cet-11940	92	39	)	)	PUNCT
cet-11940	92	40	1.026	1.026	NUM
cet-11940	92	41	x	x	SYM
cet-11940	92	42	10	10	NUM
cet-11940	92	43	-	-	SYM
cet-11940	92	44	4	4	NUM
cet-11940	92	45	(	(	PUNCT
cet-11940	92	46	s−1	s−1	PROPN
cet-11940	92	47	)	)	PUNCT
cet-11940	92	48	0.1415	0.1415	NOUN
cet-11940	92	49	(	(	PUNCT
cet-11940	92	50	s−1	s−1	PROPN
cet-11940	92	51	)	)	PUNCT
cet-11940	92	52	0.4566	0.4566	NUM
cet-11940	92	53	(	(	PUNCT
cet-11940	92	54	s−1	s−1	PROPN
cet-11940	92	55	)	)	PUNCT
cet-11940	92	56	to	to	PART
cet-11940	92	57	determine	determine	VERB
cet-11940	92	58	the	the	DET
cet-11940	92	59	chemical	chemical	NOUN
cet-11940	92	60	cleaning	clean	VERB
cet-11940	92	61	duration	duration	NOUN
cet-11940	92	62	,	,	PUNCT
cet-11940	92	63	it	it	PRON
cet-11940	92	64	is	be	AUX
cet-11940	92	65	assumed	assume	VERB
cet-11940	92	66	that	that	SCONJ
cet-11940	92	67	the	the	DET
cet-11940	92	68	chemical	chemical	NOUN
cet-11940	92	69	cleaning	cleaning	NOUN
cet-11940	92	70	will	will	AUX
cet-11940	92	71	reduce	reduce	VERB
cet-11940	92	72	100	100	NUM
cet-11940	92	73	%	%	NOUN
cet-11940	92	74	of	of	ADP
cet-11940	92	75	irreversible	irreversible	ADJ
cet-11940	92	76	fouling	fouling	NOUN
cet-11940	92	77	resistance	resistance	NOUN
cet-11940	92	78	.	.	PUNCT
cet-11940	93	1	the	the	DET
cet-11940	93	2	inlet	inlet	ADJ
cet-11940	93	3	flowrate	flowrate	NOUN
cet-11940	93	4	of	of	ADP
cet-11940	93	5	cleaning	clean	VERB
cet-11940	93	6	fluid	fluid	NOUN
cet-11940	93	7	is	be	AUX
cet-11940	93	8	2	2	NUM
cet-11940	93	9	times	time	NOUN
cet-11940	93	10	the	the	DET
cet-11940	93	11	normal	normal	ADJ
cet-11940	93	12	flowrate	flowrate	NOUN
cet-11940	93	13	of	of	ADP
cet-11940	93	14	filtration	filtration	NOUN
cet-11940	93	15	to	to	PART
cet-11940	93	16	ensure	ensure	VERB
cet-11940	93	17	the	the	DET
cet-11940	93	18	removal	removal	NOUN
cet-11940	93	19	of	of	ADP
cet-11940	93	20	foulant	foulant	NOUN
cet-11940	93	21	,	,	PUNCT
cet-11940	93	22	fir	fir	NOUN
cet-11940	93	23	,	,	PUNCT
cet-11940	93	24	in	in	ADP
cet-11940	93	25	=	=	NUM
cet-11940	93	26	0.4	0.4	NUM
cet-11940	93	27	l	l	NOUN
cet-11940	93	28	/	/	SYM
cet-11940	93	29	min	min	NOUN
cet-11940	93	30	.	.	PUNCT
cet-11940	93	31	the	the	DET
cet-11940	93	32	cleaning	clean	VERB
cet-11940	93	33	chemical	chemical	NOUN
cet-11940	93	34	is	be	AUX
cet-11940	93	35	sodium	sodium	NOUN
cet-11940	93	36	hydroxide	hydroxide	NOUN
cet-11940	93	37	1	1	NUM
cet-11940	93	38	%	%	NOUN
cet-11940	93	39	wt	wt	NOUN
cet-11940	93	40	.	.	PROPN
cet-11940	94	1	and	and	CCONJ
cet-11940	94	2	the	the	DET
cet-11940	94	3	cleaning	clean	VERB
cet-11940	94	4	temperature	temperature	NOUN
cet-11940	94	5	is	be	AUX
cet-11940	94	6	70	70	NUM
cet-11940	94	7	oc	oc	NOUN
cet-11940	94	8	.	.	PUNCT
cet-11940	95	1	the	the	DET
cet-11940	95	2	relationship	relationship	NOUN
cet-11940	95	3	between	between	ADP
cet-11940	95	4	the	the	DET
cet-11940	95	5	number	number	NOUN
cet-11940	95	6	of	of	ADP
cet-11940	95	7	backwashes	backwash	NOUN
cet-11940	95	8	per	per	ADP
cet-11940	95	9	hour	hour	NOUN
cet-11940	95	10	with	with	ADP
cet-11940	95	11	the	the	DET
cet-11940	95	12	irreversible	irreversible	ADJ
cet-11940	95	13	fouling	fouling	NOUN
cet-11940	95	14	and	and	CCONJ
cet-11940	95	15	chemical	chemical	NOUN
cet-11940	95	16	cleaning	cleaning	NOUN
cet-11940	95	17	duration	duration	NOUN
cet-11940	95	18	is	be	AUX
cet-11940	95	19	shown	show	VERB
cet-11940	95	20	in	in	ADP
cet-11940	95	21	the	the	DET
cet-11940	95	22	figure	figure	NOUN
cet-11940	95	23	1(a	1(a	NUM
cet-11940	95	24	)	)	PUNCT
cet-11940	95	25	.	.	PUNCT
cet-11940	96	1	the	the	DET
cet-11940	96	2	graphs	graph	NOUN
cet-11940	96	3	show	show	VERB
cet-11940	96	4	that	that	SCONJ
cet-11940	96	5	more	more	ADV
cet-11940	96	6	irreversible	irreversible	ADJ
cet-11940	96	7	fouling	fouling	NOUN
cet-11940	96	8	accumulates	accumulate	VERB
cet-11940	96	9	with	with	ADP
cet-11940	96	10	shorter	short	ADJ
cet-11940	96	11	operating	operating	NOUN
cet-11940	96	12	cycle	cycle	NOUN
cet-11940	96	13	or	or	CCONJ
cet-11940	96	14	higher	high	ADJ
cet-11940	96	15	number	number	NOUN
cet-11940	96	16	of	of	ADP
cet-11940	96	17	backwashes	backwash	NOUN
cet-11940	96	18	per	per	ADP
cet-11940	96	19	hour	hour	NOUN
cet-11940	96	20	,	,	PUNCT
cet-11940	96	21	demanding	demand	VERB
cet-11940	96	22	longer	long	ADJ
cet-11940	96	23	chemical	chemical	ADJ
cet-11940	96	24	cleaning	cleaning	NOUN
cet-11940	96	25	times	time	NOUN
cet-11940	96	26	.	.	PUNCT
cet-11940	97	1	however	however	ADV
cet-11940	97	2	,	,	PUNCT
cet-11940	97	3	figure	figure	NOUN
cet-11940	97	4	1(b	1(b	NUM
cet-11940	97	5	)	)	PUNCT
cet-11940	97	6	shows	show	VERB
cet-11940	97	7	that	that	SCONJ
cet-11940	97	8	the	the	DET
cet-11940	97	9	estimated	estimate	VERB
cet-11940	97	10	cleaning	cleaning	NOUN
cet-11940	97	11	cost	cost	NOUN
cet-11940	97	12	per	per	ADP
cet-11940	97	13	tonne	tonne	NOUN
cet-11940	97	14	of	of	ADP
cet-11940	97	15	biodiesel	biodiesel	NOUN
cet-11940	97	16	is	be	AUX
cet-11940	97	17	increasing	increase	VERB
cet-11940	97	18	with	with	ADP
cet-11940	97	19	the	the	DET
cet-11940	97	20	increase	increase	NOUN
cet-11940	97	21	of	of	ADP
cet-11940	97	22	operating	operate	VERB
cet-11940	97	23	cycle	cycle	NOUN
cet-11940	97	24	.	.	PUNCT
cet-11940	98	1	the	the	DET
cet-11940	98	2	reason	reason	NOUN
cet-11940	98	3	is	be	AUX
cet-11940	98	4	that	that	SCONJ
cet-11940	98	5	the	the	DET
cet-11940	98	6	biodiesel	biodiesel	NOUN
cet-11940	98	7	production	production	NOUN
cet-11940	98	8	rate	rate	NOUN
cet-11940	98	9	and	and	CCONJ
cet-11940	98	10	the	the	DET
cet-11940	98	11	total	total	ADJ
cet-11940	98	12	production	production	NOUN
cet-11940	98	13	time	time	NOUN
cet-11940	98	14	rise	rise	VERB
cet-11940	98	15	with	with	ADP
cet-11940	98	16	more	more	ADJ
cet-11940	98	17	backwashing	backwashing	NOUN
cet-11940	98	18	occurred	occur	VERB
cet-11940	98	19	during	during	ADP
cet-11940	98	20	the	the	DET
cet-11940	98	21	operation	operation	NOUN
cet-11940	98	22	.	.	PUNCT
cet-11940	99	1	886	886	NUM
cet-11940	99	2	(	(	PUNCT
cet-11940	99	3	a	a	NOUN
cet-11940	99	4	)	)	PUNCT
cet-11940	99	5	(	(	PUNCT
cet-11940	99	6	b	b	X
cet-11940	99	7	)	)	PUNCT
cet-11940	99	8	figure	figure	NOUN
cet-11940	99	9	1	1	NUM
cet-11940	99	10	:	:	PUNCT
cet-11940	99	11	the	the	DET
cet-11940	99	12	relation	relation	NOUN
cet-11940	99	13	between	between	ADP
cet-11940	99	14	the	the	DET
cet-11940	99	15	backwashing	backwashing	NOUN
cet-11940	99	16	frequency	frequency	NOUN
cet-11940	99	17	and	and	CCONJ
cet-11940	99	18	(	(	PUNCT
cet-11940	99	19	a	a	X
cet-11940	99	20	)	)	PUNCT
cet-11940	99	21	the	the	DET
cet-11940	99	22	irreversible	irreversible	ADJ
cet-11940	99	23	fouling	fouling	NOUN
cet-11940	99	24	and	and	CCONJ
cet-11940	99	25	the	the	DET
cet-11940	99	26	chemical	chemical	NOUN
cet-11940	99	27	cleaning	cleaning	NOUN
cet-11940	99	28	time	time	NOUN
cet-11940	99	29	;	;	PUNCT
cet-11940	99	30	(	(	PUNCT
cet-11940	99	31	b	b	X
cet-11940	99	32	)	)	PUNCT
cet-11940	99	33	the	the	DET
cet-11940	99	34	cleaning	cleaning	NOUN
cet-11940	99	35	cost	cost	NOUN
cet-11940	99	36	.	.	PUNCT
cet-11940	100	1	the	the	DET
cet-11940	100	2	results	result	NOUN
cet-11940	100	3	show	show	VERB
cet-11940	100	4	that	that	SCONJ
cet-11940	100	5	the	the	DET
cet-11940	100	6	cleaning	cleaning	NOUN
cet-11940	100	7	cost	cost	NOUN
cet-11940	100	8	per	per	ADP
cet-11940	100	9	t	t	PROPN
cet-11940	100	10	of	of	ADP
cet-11940	100	11	biodiesel	biodiesel	NOUN
cet-11940	100	12	is	be	AUX
cet-11940	100	13	reduced	reduce	VERB
cet-11940	100	14	from	from	ADP
cet-11940	100	15	745	745	NUM
cet-11940	100	16	to	to	ADP
cet-11940	100	17	482	482	NUM
cet-11940	100	18	eur	eur	NOUN
cet-11940	100	19	/	/	SYM
cet-11940	100	20	t	t	NOUN
cet-11940	100	21	by	by	ADP
cet-11940	100	22	reducing	reduce	VERB
cet-11940	100	23	the	the	DET
cet-11940	100	24	operating	operate	VERB
cet-11940	100	25	cycle	cycle	NOUN
cet-11940	100	26	from	from	ADP
cet-11940	100	27	70	70	NUM
cet-11940	100	28	min	min	NOUN
cet-11940	100	29	to	to	ADP
cet-11940	100	30	25	25	NUM
cet-11940	100	31	min	min	NOUN
cet-11940	100	32	.	.	PUNCT
cet-11940	100	33	however	however	ADV
cet-11940	100	34	,	,	PUNCT
cet-11940	100	35	the	the	DET
cet-11940	100	36	cleaning	cleaning	NOUN
cet-11940	100	37	cost	cost	NOUN
cet-11940	100	38	of	of	ADP
cet-11940	100	39	the	the	DET
cet-11940	100	40	membrane	membrane	NOUN
cet-11940	100	41	reactor	reactor	NOUN
cet-11940	100	42	can	can	AUX
cet-11940	100	43	not	not	PART
cet-11940	100	44	be	be	AUX
cet-11940	100	45	reduced	reduce	VERB
cet-11940	100	46	further	far	ADV
cet-11940	100	47	when	when	SCONJ
cet-11940	100	48	the	the	DET
cet-11940	100	49	operating	operate	VERB
cet-11940	100	50	cycle	cycle	NOUN
cet-11940	100	51	reduces	reduce	VERB
cet-11940	100	52	from	from	ADP
cet-11940	100	53	25	25	NUM
cet-11940	100	54	min	min	NOUN
cet-11940	100	55	to	to	ADP
cet-11940	100	56	15	15	NUM
cet-11940	100	57	min	min	NOUN
cet-11940	100	58	or	or	CCONJ
cet-11940	100	59	the	the	DET
cet-11940	100	60	number	number	NOUN
cet-11940	100	61	of	of	ADP
cet-11940	100	62	backwashes	backwash	NOUN
cet-11940	100	63	increases	increase	VERB
cet-11940	100	64	from	from	ADP
cet-11940	100	65	2	2	NUM
cet-11940	100	66	to	to	PART
cet-11940	100	67	4	4	NUM
cet-11940	100	68	/	/	SYM
cet-11940	100	69	h.	h.	NOUN
cet-11940	100	70	the	the	DET
cet-11940	100	71	biodiesel	biodiesel	NOUN
cet-11940	100	72	production	production	NOUN
cet-11940	100	73	rate	rate	NOUN
cet-11940	100	74	only	only	ADV
cet-11940	100	75	slightly	slightly	ADV
cet-11940	100	76	increases	increase	NOUN
cet-11940	100	77	as	as	SCONJ
cet-11940	100	78	compared	compare	VERB
cet-11940	100	79	to	to	ADP
cet-11940	100	80	the	the	DET
cet-11940	100	81	accumulation	accumulation	NOUN
cet-11940	100	82	rate	rate	NOUN
cet-11940	100	83	of	of	ADP
cet-11940	100	84	fouling	fouling	NOUN
cet-11940	100	85	.	.	PUNCT
cet-11940	101	1	this	this	PRON
cet-11940	101	2	can	can	AUX
cet-11940	101	3	be	be	AUX
cet-11940	101	4	explained	explain	VERB
cet-11940	101	5	by	by	ADP
cet-11940	101	6	the	the	DET
cet-11940	101	7	fact	fact	NOUN
cet-11940	101	8	that	that	SCONJ
cet-11940	101	9	the	the	DET
cet-11940	101	10	membrane	membrane	NOUN
cet-11940	101	11	reactor	reactor	NOUN
cet-11940	101	12	nearly	nearly	ADV
cet-11940	101	13	reaches	reach	VERB
cet-11940	101	14	its	its	PRON
cet-11940	101	15	capacity	capacity	NOUN
cet-11940	101	16	limit	limit	NOUN
cet-11940	101	17	,	,	PUNCT
cet-11940	101	18	which	which	PRON
cet-11940	101	19	can	can	AUX
cet-11940	101	20	be	be	AUX
cet-11940	101	21	risen	rise	VERB
cet-11940	101	22	by	by	ADP
cet-11940	101	23	increasing	increase	VERB
cet-11940	101	24	the	the	DET
cet-11940	101	25	filtration	filtration	NOUN
cet-11940	101	26	area	area	NOUN
cet-11940	101	27	or	or	CCONJ
cet-11940	101	28	using	use	VERB
cet-11940	101	29	different	different	ADJ
cet-11940	101	30	membrane	membrane	NOUN
cet-11940	101	31	materials	material	NOUN
cet-11940	101	32	.	.	PUNCT
cet-11940	102	1	the	the	DET
cet-11940	102	2	prolonged	prolonged	ADJ
cet-11940	102	3	chemical	chemical	NOUN
cet-11940	102	4	cleaning	cleaning	NOUN
cet-11940	102	5	time	time	NOUN
cet-11940	102	6	will	will	AUX
cet-11940	102	7	reduce	reduce	VERB
cet-11940	102	8	the	the	DET
cet-11940	102	9	membrane	membrane	NOUN
cet-11940	102	10	lifetime	lifetime	NOUN
cet-11940	102	11	.	.	PUNCT
cet-11940	103	1	4	4	X
cet-11940	103	2	.	.	X
cet-11940	103	3	conclusions	conclusion	NOUN
cet-11940	103	4	this	this	PRON
cet-11940	103	5	is	be	AUX
cet-11940	103	6	the	the	DET
cet-11940	103	7	first	first	ADJ
cet-11940	103	8	time	time	NOUN
cet-11940	103	9	a	a	DET
cet-11940	103	10	dynamic	dynamic	ADJ
cet-11940	103	11	cleaning	cleaning	NOUN
cet-11940	103	12	model	model	NOUN
cet-11940	103	13	which	which	PRON
cet-11940	103	14	defines	define	VERB
cet-11940	103	15	the	the	DET
cet-11940	103	16	cleaning	cleaning	NOUN
cet-11940	103	17	and	and	CCONJ
cet-11940	103	18	fouling	fouling	NOUN
cet-11940	103	19	states	state	NOUN
cet-11940	103	20	as	as	ADP
cet-11940	103	21	functions	function	NOUN
cet-11940	103	22	of	of	ADP
cet-11940	103	23	time	time	NOUN
cet-11940	103	24	,	,	PUNCT
cet-11940	103	25	cleaning	cleaning	NOUN
cet-11940	103	26	flow	flow	NOUN
cet-11940	103	27	,	,	PUNCT
cet-11940	103	28	reversible	reversible	ADJ
cet-11940	103	29	and	and	CCONJ
cet-11940	103	30	irreversible	irreversible	ADJ
cet-11940	103	31	fouling	fouling	NOUN
cet-11940	103	32	resistances	resistance	NOUN
cet-11940	103	33	is	be	AUX
cet-11940	103	34	applied	apply	VERB
cet-11940	103	35	for	for	ADP
cet-11940	103	36	the	the	DET
cet-11940	103	37	membrane	membrane	NOUN
cet-11940	103	38	reactor	reactor	NOUN
cet-11940	103	39	in	in	ADP
cet-11940	103	40	biodiesel	biodiesel	NOUN
cet-11940	103	41	production	production	NOUN
cet-11940	103	42	.	.	PUNCT
cet-11940	104	1	the	the	DET
cet-11940	104	2	cleaning	cleaning	NOUN
cet-11940	104	3	model	model	NOUN
cet-11940	104	4	is	be	AUX
cet-11940	104	5	proven	prove	VERB
cet-11940	104	6	that	that	SCONJ
cet-11940	104	7	it	it	PRON
cet-11940	104	8	is	be	AUX
cet-11940	104	9	an	an	DET
cet-11940	104	10	important	important	ADJ
cet-11940	104	11	tool	tool	NOUN
cet-11940	104	12	to	to	PART
cet-11940	104	13	improve	improve	VERB
cet-11940	104	14	the	the	DET
cet-11940	104	15	potential	potential	NOUN
cet-11940	104	16	of	of	ADP
cet-11940	104	17	membrane	membrane	NOUN
cet-11940	104	18	reactor	reactor	NOUN
cet-11940	104	19	in	in	ADP
cet-11940	104	20	biodiesel	biodiesel	NOUN
cet-11940	104	21	production	production	NOUN
cet-11940	104	22	by	by	ADP
cet-11940	104	23	reducing	reduce	VERB
cet-11940	104	24	operating	operating	NOUN
cet-11940	104	25	cost	cost	NOUN
cet-11940	104	26	.	.	PUNCT
cet-11940	105	1	in	in	ADP
cet-11940	105	2	this	this	DET
cet-11940	105	3	work	work	NOUN
cet-11940	105	4	,	,	PUNCT
cet-11940	105	5	the	the	DET
cet-11940	105	6	operating	operate	VERB
cet-11940	105	7	cycle	cycle	NOUN
cet-11940	105	8	or	or	CCONJ
cet-11940	105	9	duration	duration	NOUN
cet-11940	105	10	between	between	ADP
cet-11940	105	11	two	two	NUM
cet-11940	105	12	backwashes	backwash	NOUN
cet-11940	105	13	,	,	PUNCT
cet-11940	105	14	which	which	PRON
cet-11940	105	15	balances	balance	VERB
cet-11940	105	16	between	between	ADP
cet-11940	105	17	cleaning	clean	VERB
cet-11940	105	18	cost	cost	NOUN
cet-11940	105	19	and	and	CCONJ
cet-11940	105	20	time	time	NOUN
cet-11940	105	21	,	,	PUNCT
cet-11940	105	22	and	and	CCONJ
cet-11940	105	23	productivity	productivity	NOUN
cet-11940	105	24	can	can	AUX
cet-11940	105	25	be	be	AUX
cet-11940	105	26	determined	determine	VERB
cet-11940	105	27	as	as	ADP
cet-11940	105	28	25	25	NUM
cet-11940	105	29	min	min	NOUN
cet-11940	105	30	.	.	PUNCT
cet-11940	106	1	the	the	DET
cet-11940	106	2	cleaning	cleaning	NOUN
cet-11940	106	3	cost	cost	NOUN
cet-11940	106	4	per	per	ADP
cet-11940	106	5	weight	weight	NOUN
cet-11940	106	6	of	of	ADP
cet-11940	106	7	biodiesel	biodiesel	NOUN
cet-11940	106	8	produced	produce	VERB
cet-11940	106	9	was	be	AUX
cet-11940	106	10	reduced	reduce	VERB
cet-11940	106	11	35	35	NUM
cet-11940	106	12	%	%	NOUN
cet-11940	106	13	when	when	SCONJ
cet-11940	106	14	the	the	DET
cet-11940	106	15	operating	operate	VERB
cet-11940	106	16	cycle	cycle	NOUN
cet-11940	106	17	decreased	decrease	VERB
cet-11940	106	18	from	from	ADP
cet-11940	106	19	70	70	NUM
cet-11940	106	20	min	min	NOUN
cet-11940	106	21	to	to	ADP
cet-11940	106	22	25	25	NUM
cet-11940	106	23	min	min	NOUN
cet-11940	106	24	.	.	PROPN
cet-11940	106	25	future	future	ADJ
cet-11940	106	26	work	work	NOUN
cet-11940	106	27	will	will	AUX
cet-11940	106	28	focus	focus	VERB
cet-11940	106	29	on	on	ADP
cet-11940	106	30	the	the	DET
cet-11940	106	31	effects	effect	NOUN
cet-11940	106	32	of	of	ADP
cet-11940	106	33	different	different	ADJ
cet-11940	106	34	operating	operating	NOUN
cet-11940	106	35	and	and	CCONJ
cet-11940	106	36	cleaning	cleaning	NOUN
cet-11940	106	37	conditions	condition	NOUN
cet-11940	106	38	to	to	PART
cet-11940	106	39	further	far	ADV
cet-11940	106	40	reduce	reduce	VERB
cet-11940	106	41	the	the	DET
cet-11940	106	42	cleaning	cleaning	NOUN
cet-11940	106	43	cost	cost	NOUN
cet-11940	106	44	and	and	CCONJ
cet-11940	106	45	raise	raise	VERB
cet-11940	106	46	the	the	DET
cet-11940	106	47	membrane	membrane	NOUN
cet-11940	106	48	reactor	reactor	NOUN
cet-11940	106	49	's	's	PART
cet-11940	106	50	efficiency	efficiency	NOUN
cet-11940	106	51	.	.	PUNCT
cet-11940	107	1	nomenclature	nomenclature	NOUN
cet-11940	107	2	cchemical	cchemical	ADJ
cet-11940	107	3	,	,	PUNCT
cet-11940	107	4	in	in	ADP
cet-11940	107	5	–	–	PUNCT
cet-11940	107	6	chemical	chemical	NOUN
cet-11940	107	7	inlet	inlet	NOUN
cet-11940	107	8	concentration	concentration	NOUN
cet-11940	107	9	,	,	PUNCT
cet-11940	107	10	mol	mol	PROPN
cet-11940	107	11	/	/	SYM
cet-11940	107	12	m3	m3	PROPN
cet-11940	107	13	costbd	costbd	PROPN
cet-11940	107	14	/	/	SYM
cet-11940	107	15	e	e	NOUN
cet-11940	107	16	/	/	SYM
cet-11940	107	17	c	c	NOUN
cet-11940	107	18	–	–	PUNCT
cet-11940	107	19	cost	cost	NOUN
cet-11940	107	20	of	of	ADP
cet-11940	107	21	biodiesel	biodiesel	NOUN
cet-11940	107	22	loss	loss	NOUN
cet-11940	107	23	/	/	SYM
cet-11940	107	24	energy	energy	NOUN
cet-11940	107	25	/	/	SYM
cet-11940	107	26	chemical	chemical	NOUN
cet-11940	107	27	,	,	PUNCT
cet-11940	107	28	eur	eur	PROPN
cet-11940	107	29	ep	ep	PROPN
cet-11940	107	30	–	–	PUNCT
cet-11940	107	31	specific	specific	ADJ
cet-11940	107	32	pumping	pumping	NOUN
cet-11940	107	33	energy	energy	NOUN
cet-11940	107	34	,	,	PUNCT
cet-11940	107	35	kw	kw	PROPN
cet-11940	107	36	/	/	SYM
cet-11940	107	37	m3	m3	PROPN
cet-11940	107	38	eh	eh	INTJ
cet-11940	107	39	–	–	PUNCT
cet-11940	107	40	specific	specific	ADJ
cet-11940	107	41	heating	heating	NOUN
cet-11940	107	42	energy	energy	NOUN
cet-11940	107	43	,	,	PUNCT
cet-11940	107	44	kw	kw	PROPN
cet-11940	107	45	/	/	SYM
cet-11940	107	46	m3	m3	PROPN
cet-11940	107	47	fr	fr	NOUN
cet-11940	107	48	–	–	PUNCT
cet-11940	107	49	backwashing	backwashe	VERB
cet-11940	107	50	inlet	inlet	NOUN
cet-11940	107	51	flow	flow	NOUN
cet-11940	107	52	,	,	PUNCT
cet-11940	107	53	m3	m3	PROPN
cet-11940	107	54	/	/	SYM
cet-11940	107	55	s	s	PART
cet-11940	107	56	fir	fir	NOUN
cet-11940	107	57	–	–	PUNCT
cet-11940	107	58	chemical	chemical	ADJ
cet-11940	107	59	cleaning	cleaning	NOUN
cet-11940	107	60	flow	flow	NOUN
cet-11940	107	61	,	,	PUNCT
cet-11940	107	62	m3	m3	PROPN
cet-11940	107	63	/	/	SYM
cet-11940	107	64	s	s	PART
cet-11940	107	65	j	j	PROPN
cet-11940	107	66	–	–	PUNCT
cet-11940	107	67	permeate	permeate	VERB
cet-11940	107	68	flux	flux	NOUN
cet-11940	107	69	,	,	PUNCT
cet-11940	107	70	m3/(m2·s	m3/(m2·s	PROPN
cet-11940	107	71	)	)	PUNCT
cet-11940	107	72	mf	mf	X
cet-11940	107	73	,	,	PUNCT
cet-11940	107	74	av	av	PROPN
cet-11940	107	75	–	–	PUNCT
cet-11940	107	76	biodiesel	biodiesel	NOUN
cet-11940	107	77	average	average	ADJ
cet-11940	107	78	mass	mass	NOUN
cet-11940	107	79	flow	flow	NOUN
cet-11940	107	80	,	,	PUNCT
cet-11940	107	81	kg	kg	PROPN
cet-11940	107	82	/	/	SYM
cet-11940	107	83	s	s	PROPN
cet-11940	107	84	rc	rc	PROPN
cet-11940	107	85	–	–	PUNCT
cet-11940	107	86	reversible	reversible	ADJ
cet-11940	107	87	fouling	fouling	NOUN
cet-11940	107	88	resistance	resistance	NOUN
cet-11940	107	89	,	,	PUNCT
cet-11940	107	90	m–1	m–1	PUNCT
cet-11940	107	91	rf	rf	PRON
cet-11940	107	92	–	–	PUNCT
cet-11940	107	93	fouling	fouling	NOUN
cet-11940	107	94	resistance	resistance	NOUN
cet-11940	107	95	,	,	PUNCT
cet-11940	107	96	m–1	m–1	NOUN
cet-11940	107	97	rm	rm	NOUN
cet-11940	107	98	–	–	PUNCT
cet-11940	107	99	irreversible	irreversible	ADJ
cet-11940	107	100	fouling	fouling	NOUN
cet-11940	107	101	resistance	resistance	NOUN
cet-11940	107	102	,	,	PUNCT
cet-11940	107	103	m–1	m–1	ADV
cet-11940	107	104	tc	tc	NOUN
cet-11940	107	105	–	–	PUNCT
cet-11940	107	106	cleaning	clean	VERB
cet-11940	107	107	duration	duration	NOUN
cet-11940	107	108	,	,	PUNCT
cet-11940	107	109	s	s	PART
cet-11940	107	110	xf	xf	PROPN
cet-11940	107	111	–	–	PUNCT
cet-11940	107	112	membrane	membrane	NOUN
cet-11940	107	113	fouling	fouling	NOUN
cet-11940	107	114	state	state	NOUN
cet-11940	107	115	,	,	PUNCT
cet-11940	107	116	xc	xc	PROPN
cet-11940	107	117	–	–	PUNCT
cet-11940	107	118	cleaning	clean	VERB
cet-11940	107	119	chemical	chemical	NOUN
cet-11940	107	120	state	state	NOUN
cet-11940	107	121	,	,	PUNCT
cet-11940	107	122	wbd	wbd	PROPN
cet-11940	107	123	/	/	SYM
cet-11940	107	124	c	c	PROPN
cet-11940	107	125	–	–	PUNCT
cet-11940	107	126	price	price	NOUN
cet-11940	107	127	of	of	ADP
cet-11940	107	128	biodiesel	biodiesel	NOUN
cet-11940	107	129	/	/	SYM
cet-11940	107	130	chemical	chemical	NOUN
cet-11940	107	131	,	,	PUNCT
cet-11940	107	132	eur	eur	PROPN
cet-11940	107	133	/	/	SYM
cet-11940	107	134	kg	kg	NOUN
cet-11940	107	135	we	we	PRON
cet-11940	107	136	–	–	PUNCT
cet-11940	107	137	price	price	NOUN
cet-11940	107	138	of	of	ADP
cet-11940	107	139	energy	energy	NOUN
cet-11940	107	140	,	,	PUNCT
cet-11940	107	141	eur	eur	PROPN
cet-11940	107	142	/	/	SYM
cet-11940	107	143	kw	kw	NOUN
cet-11940	107	144	δp	δp	ADV
cet-11940	107	145	–	–	PUNCT
cet-11940	107	146	transmembrane	transmembrane	ADJ
cet-11940	107	147	pressure	pressure	NOUN
cet-11940	107	148	,	,	PUNCT
cet-11940	107	149	kpa	kpa	PROPN
cet-11940	107	150	μ	μ	PROPN
cet-11940	107	151	–	–	PUNCT
cet-11940	107	152	dynamic	dynamic	ADJ
cet-11940	107	153	viscosity	viscosity	NOUN
cet-11940	107	154	,	,	PUNCT
cet-11940	107	155	pa·s	pa·s	X
cet-11940	107	156	references	reference	NOUN
cet-11940	107	157	abdurakhman	abdurakhman	NOUN
cet-11940	107	158	y.b	y.b	PROPN
cet-11940	107	159	.	.	PROPN
cet-11940	107	160	,	,	PUNCT
cet-11940	107	161	putra	putra	PROPN
cet-11940	107	162	z.a	z.a	PROPN
cet-11940	107	163	.	.	PROPN
cet-11940	107	164	,	,	PUNCT
cet-11940	107	165	bilad	bilad	VERB
cet-11940	107	166	m.r	m.r	PROPN
cet-11940	107	167	.	.	PROPN
cet-11940	107	168	,	,	PUNCT
cet-11940	107	169	nordin	nordin	PROPN
cet-11940	107	170	n.a.h.m	n.a.h.m	PROPN
cet-11940	107	171	.	.	PROPN
cet-11940	107	172	,	,	PUNCT
cet-11940	107	173	wirzal	wirzal	PROPN
cet-11940	107	174	m.d.h	m.d.h	PROPN
cet-11940	107	175	.	.	PROPN
cet-11940	107	176	,	,	PUNCT
cet-11940	107	177	2018	2018	NUM
cet-11940	107	178	,	,	PUNCT
cet-11940	107	179	techno	techno	NOUN
cet-11940	107	180	-	-	PUNCT
cet-11940	107	181	economic	economic	ADJ
cet-11940	107	182	analysis	analysis	NOUN
cet-11940	107	183	of	of	ADP
cet-11940	107	184	biodiesel	biodiesel	NOUN
cet-11940	107	185	production	production	NOUN
cet-11940	107	186	process	process	NOUN
cet-11940	107	187	from	from	ADP
cet-11940	107	188	waste	waste	NOUN
cet-11940	107	189	cooking	cooking	NOUN
cet-11940	107	190	oil	oil	NOUN
cet-11940	107	191	using	use	VERB
cet-11940	107	192	catalytic	catalytic	ADJ
cet-11940	107	193	membrane	membrane	NOUN
cet-11940	107	194	reactor	reactor	NOUN
cet-11940	107	195	and	and	CCONJ
cet-11940	107	196	realistic	realistic	ADJ
cet-11940	107	197	feed	feed	NOUN
cet-11940	107	198	composition	composition	NOUN
cet-11940	107	199	,	,	PUNCT
cet-11940	107	200	chemical	chemical	NOUN
cet-11940	107	201	engineering	engineering	NOUN
cet-11940	107	202	research	research	NOUN
cet-11940	107	203	and	and	CCONJ
cet-11940	107	204	design	design	NOUN
cet-11940	107	205	,	,	PUNCT
cet-11940	107	206	134	134	NUM
cet-11940	107	207	,	,	PUNCT
cet-11940	107	208	564	564	NUM
cet-11940	107	209	-	-	SYM
cet-11940	107	210	574	574	NUM
cet-11940	107	211	.	.	PUNCT
cet-11940	108	1	doi	doi	NOUN
cet-11940	108	2	:	:	PUNCT
cet-11940	108	3	10.1016	10.1016	NUM
cet-11940	108	4	/	/	SYM
cet-11940	108	5	j.cherd.2018.04.044	j.cherd.2018.04.044	PROPN
cet-11940	108	6	.	.	PUNCT
cet-11940	109	1	aktij	aktij	PROPN
cet-11940	109	2	s.a	s.a	PROPN
cet-11940	109	3	.	.	PROPN
cet-11940	109	4	,	,	PUNCT
cet-11940	109	5	taghipour	taghipour	NOUN
cet-11940	109	6	a.	a.	NOUN
cet-11940	109	7	,	,	PUNCT
cet-11940	109	8	rahimpour	rahimpour	PROPN
cet-11940	109	9	a.	a.	PROPN
cet-11940	109	10	,	,	PUNCT
cet-11940	109	11	mollahosseini	mollahosseini	PROPN
cet-11940	109	12	a.	a.	NOUN
cet-11940	109	13	,	,	PUNCT
cet-11940	109	14	tiraferri	tiraferri	PROPN
cet-11940	109	15	a.	a.	NOUN
cet-11940	109	16	,	,	PUNCT
cet-11940	109	17	2020	2020	NUM
cet-11940	109	18	,	,	PUNCT
cet-11940	109	19	a	a	DET
cet-11940	109	20	critical	critical	ADJ
cet-11940	109	21	review	review	NOUN
cet-11940	109	22	on	on	ADP
cet-11940	109	23	ultrasonicassisted	ultrasonicassisted	ADJ
cet-11940	109	24	fouling	fouling	NOUN
cet-11940	109	25	control	control	NOUN
cet-11940	109	26	and	and	CCONJ
cet-11940	109	27	cleaning	cleaning	NOUN
cet-11940	109	28	of	of	ADP
cet-11940	109	29	fouled	fouled	ADJ
cet-11940	109	30	membranes	membrane	NOUN
cet-11940	109	31	,	,	PUNCT
cet-11940	109	32	ultrasonics	ultrasonic	NOUN
cet-11940	109	33	,	,	PUNCT
cet-11940	109	34	108	108	NUM
cet-11940	109	35	.	.	PUNCT
cet-11940	110	1	doi	doi	NOUN
cet-11940	110	2	:	:	PUNCT
cet-11940	110	3	10.1016	10.1016	NUM
cet-11940	110	4	/	/	SYM
cet-11940	110	5	j.ultras.2020.106228	j.ultras.2020.106228	PROPN
cet-11940	110	6	.	.	PUNCT
cet-11940	111	1	al	al	PROPN
cet-11940	111	2	-	-	PUNCT
cet-11940	111	3	najar	najar	PROPN
cet-11940	111	4	b.	b.	PROPN
cet-11940	111	5	,	,	PUNCT
cet-11940	111	6	albuflasa	albuflasa	PROPN
cet-11940	111	7	h.	h.	PROPN
cet-11940	111	8	,	,	PUNCT
cet-11940	111	9	naushad	naushad	VERB
cet-11940	111	10	mu	mu	PROPN
cet-11940	111	11	.	.	PROPN
cet-11940	111	12	,	,	PUNCT
cet-11940	111	13	2021	2021	NUM
cet-11940	111	14	,	,	PUNCT
cet-11940	111	15	smart	smart	ADJ
cet-11940	111	16	polymer	polymer	NOUN
cet-11940	111	17	coatings	coating	NOUN
cet-11940	111	18	for	for	ADP
cet-11940	111	19	membrane	membrane	NOUN
cet-11940	111	20	antifouling	antifouling	NOUN
cet-11940	111	21	applications	application	NOUN
cet-11940	111	22	,	,	PUNCT
cet-11940	111	23	chapter	chapter	NOUN
cet-11940	111	24	18	18	NUM
cet-11940	111	25	in	in	ADP
cet-11940	111	26	:	:	PUNCT
cet-11940	111	27	bhawani	bhawani	PROPN
cet-11940	111	28	s.a	s.a	PROPN
cet-11940	111	29	.	.	PROPN
cet-11940	111	30	,	,	PUNCT
cet-11940	111	31	khan	khan	PROPN
cet-11940	111	32	a.	a.	PROPN
cet-11940	111	33	,	,	PUNCT
cet-11940	111	34	jawaid	jawaid	VERB
cet-11940	111	35	m.	m.	NOUN
cet-11940	111	36	(	(	PUNCT
cet-11940	111	37	editors	editor	NOUN
cet-11940	111	38	)	)	PUNCT
cet-11940	111	39	,	,	PUNCT
cet-11940	111	40	smart	smart	ADJ
cet-11940	111	41	polymer	polymer	NOUN
cet-11940	111	42	nanocomposites	nanocomposite	NOUN
cet-11940	111	43	,	,	PUNCT
cet-11940	111	44	woodhead	woodhead	NOUN
cet-11940	111	45	publishing	publishing	NOUN
cet-11940	111	46	,	,	PUNCT
cet-11940	111	47	duxford	duxford	PROPN
cet-11940	111	48	,	,	PUNCT
cet-11940	111	49	uk	uk	PROPN
cet-11940	111	50	,	,	PUNCT
cet-11940	111	51	415	415	NUM
cet-11940	111	52	-	-	SYM
cet-11940	111	53	450	450	NUM
cet-11940	111	54	.	.	PUNCT
cet-11940	111	55	887	887	NUM
cet-11940	111	56	cao	cao	PROPN
cet-11940	111	57	p.	p.	PROPN
cet-11940	111	58	,	,	PUNCT
cet-11940	111	59	dubé	dubé	PROPN
cet-11940	111	60	m.a	m.a	PROPN
cet-11940	111	61	.	.	PROPN
cet-11940	111	62	,	,	PUNCT
cet-11940	111	63	tremblay	tremblay	VERB
cet-11940	111	64	a.y	a.y	PROPN
cet-11940	111	65	.	.	PROPN
cet-11940	111	66	,	,	PUNCT
cet-11940	111	67	2008	2008	NUM
cet-11940	111	68	,	,	PUNCT
cet-11940	111	69	high	high	ADJ
cet-11940	111	70	-	-	PUNCT
cet-11940	111	71	purity	purity	NOUN
cet-11940	111	72	fatty	fatty	NOUN
cet-11940	111	73	acid	acid	NOUN
cet-11940	111	74	methyl	methyl	NOUN
cet-11940	111	75	ester	ester	NOUN
cet-11940	111	76	production	production	NOUN
cet-11940	111	77	from	from	ADP
cet-11940	111	78	canola	canola	PROPN
cet-11940	111	79	,	,	PUNCT
cet-11940	111	80	soybean	soybean	NOUN
cet-11940	111	81	,	,	PUNCT
cet-11940	111	82	palm	palm	NOUN
cet-11940	111	83	,	,	PUNCT
cet-11940	111	84	and	and	CCONJ
cet-11940	111	85	yellow	yellow	ADJ
cet-11940	111	86	grease	grease	NOUN
cet-11940	111	87	lipids	lipid	NOUN
cet-11940	111	88	by	by	ADP
cet-11940	111	89	means	mean	NOUN
cet-11940	111	90	of	of	ADP
cet-11940	111	91	a	a	DET
cet-11940	111	92	membrane	membrane	NOUN
cet-11940	111	93	reactor	reactor	NOUN
cet-11940	111	94	,	,	PUNCT
cet-11940	111	95	biomass	biomass	NOUN
cet-11940	111	96	and	and	CCONJ
cet-11940	111	97	bioenergy	bioenergy	NOUN
cet-11940	111	98	,	,	PUNCT
cet-11940	111	99	32,11	32,11	NOUN
cet-11940	111	100	,	,	PUNCT
cet-11940	111	101	10281036	10281036	NUM
cet-11940	111	102	.	.	PUNCT
cet-11940	112	1	doi	doi	NOUN
cet-11940	112	2	:	:	PUNCT
cet-11940	112	3	10.1016	10.1016	NUM
cet-11940	112	4	/	/	SYM
cet-11940	112	5	j.biombioe.2008.01.020	j.biombioe.2008.01.020	PROPN
cet-11940	112	6	.	.	PUNCT
cet-11940	113	1	cheng	cheng	PROPN
cet-11940	113	2	l.h	l.h	PROPN
cet-11940	113	3	,	,	PUNCT
cet-11940	113	4	yen	yen	NOUN
cet-11940	113	5	s.y	s.y	PROPN
cet-11940	113	6	.	.	PROPN
cet-11940	113	7	,	,	PUNCT
cet-11940	113	8	chen	chen	PROPN
cet-11940	113	9	z.s	z.s	PROPN
cet-11940	113	10	.	.	PROPN
cet-11940	113	11	,	,	PUNCT
cet-11940	113	12	chen	chen	PROPN
cet-11940	113	13	j.	j.	PROPN
cet-11940	113	14	,	,	PUNCT
cet-11940	113	15	2012	2012	NUM
cet-11940	113	16	,	,	PUNCT
cet-11940	113	17	modeling	modeling	NOUN
cet-11940	113	18	and	and	CCONJ
cet-11940	113	19	simulation	simulation	NOUN
cet-11940	113	20	of	of	ADP
cet-11940	113	21	biodiesel	biodiesel	NOUN
cet-11940	113	22	production	production	NOUN
cet-11940	113	23	using	use	VERB
cet-11940	113	24	a	a	DET
cet-11940	113	25	membrane	membrane	NOUN
cet-11940	113	26	reactor	reactor	NOUN
cet-11940	113	27	integrated	integrate	VERB
cet-11940	113	28	with	with	ADP
cet-11940	113	29	a	a	DET
cet-11940	113	30	prereactor	prereactor	NOUN
cet-11940	113	31	,	,	PUNCT
cet-11940	113	32	chemical	chemical	ADJ
cet-11940	113	33	engineering	engineering	NOUN
cet-11940	113	34	science	science	NOUN
cet-11940	113	35	,	,	PUNCT
cet-11940	113	36	69	69	NUM
cet-11940	113	37	,	,	PUNCT
cet-11940	113	38	1	1	NUM
cet-11940	113	39	,	,	PUNCT
cet-11940	113	40	81	81	NUM
cet-11940	113	41	-	-	SYM
cet-11940	113	42	92	92	NUM
cet-11940	113	43	.	.	PUNCT
cet-11940	114	1	doi	doi	NOUN
cet-11940	114	2	:	:	PUNCT
cet-11940	114	3	10.1016	10.1016	NUM
cet-11940	114	4	/	/	SYM
cet-11940	114	5	j.ces.2011.09.049	j.ces.2011.09.049	PROPN
cet-11940	114	6	.	.	PUNCT
cet-11940	114	7	cheryan	cheryan	ADJ
cet-11940	114	8	m.	m.	NOUN
cet-11940	115	1	(	(	PUNCT
cet-11940	115	2	ed	ed	NOUN
cet-11940	115	3	)	)	PUNCT
cet-11940	115	4	,	,	PUNCT
cet-11940	115	5	1998	1998	NUM
cet-11940	115	6	,	,	PUNCT
cet-11940	115	7	ultrafiltration	ultrafiltration	NOUN
cet-11940	115	8	and	and	CCONJ
cet-11940	115	9	microfiltration	microfiltration	NOUN
cet-11940	115	10	handbook	handbook	NOUN
cet-11940	115	11	2nd	2nd	PROPN
cet-11940	115	12	edition	edition	PROPN
cet-11940	115	13	,	,	PUNCT
cet-11940	115	14	crc	crc	NOUN
cet-11940	115	15	press	press	PROPN
cet-11940	115	16	,	,	PUNCT
cet-11940	115	17	london	london	PROPN
cet-11940	115	18	,	,	PUNCT
cet-11940	115	19	uk	uk	PROPN
cet-11940	115	20	.	.	PROPN
cet-11940	115	21	cui	cui	PROPN
cet-11940	115	22	z.f	z.f	PROPN
cet-11940	115	23	.	.	PROPN
cet-11940	115	24	,	,	PUNCT
cet-11940	115	25	muralidhara	muralidhara	PROPN
cet-11940	115	26	h.s	h.s	PROPN
cet-11940	115	27	.	.	PROPN
cet-11940	115	28	(	(	PUNCT
cet-11940	115	29	ed	ed	NOUN
cet-11940	115	30	)	)	PUNCT
cet-11940	115	31	,	,	PUNCT
cet-11940	115	32	2010	2010	NUM
cet-11940	115	33	,	,	PUNCT
cet-11940	115	34	membrane	membrane	NOUN
cet-11940	115	35	technology	technology	NOUN
cet-11940	115	36	:	:	PUNCT
cet-11940	115	37	a	a	DET
cet-11940	115	38	practical	practical	ADJ
cet-11940	115	39	guide	guide	NOUN
cet-11940	115	40	to	to	ADP
cet-11940	115	41	membrane	membrane	NOUN
cet-11940	115	42	technology	technology	NOUN
cet-11940	115	43	and	and	CCONJ
cet-11940	115	44	applications	application	NOUN
cet-11940	115	45	in	in	ADP
cet-11940	115	46	food	food	NOUN
cet-11940	115	47	and	and	CCONJ
cet-11940	115	48	bioprocessing	bioprocessing	NOUN
cet-11940	115	49	,	,	PUNCT
cet-11940	115	50	butterworth	butterworth	PROPN
cet-11940	115	51	-	-	PUNCT
cet-11940	115	52	heinemann	heinemann	PROPN
cet-11940	115	53	,	,	PUNCT
cet-11940	115	54	oxford	oxford	PROPN
cet-11940	115	55	,	,	PUNCT
cet-11940	115	56	uk	uk	PROPN
cet-11940	115	57	.	.	PROPN
cet-11940	115	58	daniel	daniel	PROPN
cet-11940	115	59	r.c	r.c	PROPN
cet-11940	115	60	.	.	PROPN
cet-11940	115	61	,	,	PUNCT
cet-11940	115	62	billing	bill	VERB
cet-11940	115	63	j.m	j.m	PROPN
cet-11940	115	64	.	.	PROPN
cet-11940	115	65	,	,	PUNCT
cet-11940	115	66	russell	russell	PROPN
cet-11940	115	67	r.l	r.l	PROPN
cet-11940	115	68	.	.	PROPN
cet-11940	115	69	,	,	PUNCT
cet-11940	115	70	shimskey	shimskey	PROPN
cet-11940	116	1	r.w	r.w	PROPN
cet-11940	116	2	.	.	PROPN
cet-11940	116	3	,	,	PUNCT
cet-11940	116	4	smith	smith	PROPN
cet-11940	117	1	h.d	h.d	PROPN
cet-11940	117	2	.	.	PROPN
cet-11940	117	3	,	,	PUNCT
cet-11940	117	4	peterson	peterson	PROPN
cet-11940	117	5	r.a	r.a	PROPN
cet-11940	117	6	.	.	PROPN
cet-11940	117	7	,	,	PUNCT
cet-11940	117	8	2011	2011	NUM
cet-11940	117	9	,	,	PUNCT
cet-11940	117	10	integrated	integrate	VERB
cet-11940	117	11	pore	pore	ADJ
cet-11940	117	12	blockage	blockage	NOUN
cet-11940	117	13	-	-	PUNCT
cet-11940	117	14	cake	cake	NOUN
cet-11940	117	15	filtration	filtration	NOUN
cet-11940	117	16	model	model	NOUN
cet-11940	117	17	for	for	ADP
cet-11940	117	18	crossflow	crossflow	PROPN
cet-11940	117	19	filtration	filtration	NOUN
cet-11940	117	20	,	,	PUNCT
cet-11940	117	21	chemical	chemical	NOUN
cet-11940	117	22	engineering	engineering	NOUN
cet-11940	117	23	research	research	NOUN
cet-11940	117	24	and	and	CCONJ
cet-11940	117	25	design	design	NOUN
cet-11940	117	26	,	,	PUNCT
cet-11940	117	27	89	89	NUM
cet-11940	117	28	,	,	PUNCT
cet-11940	117	29	7	7	NUM
cet-11940	117	30	,	,	PUNCT
cet-11940	117	31	1094	1094	NUM
cet-11940	117	32	-	-	SYM
cet-11940	117	33	1103	1103	NUM
cet-11940	117	34	.	.	PUNCT
cet-11940	118	1	doi	doi	NOUN
cet-11940	118	2	:	:	PUNCT
cet-11940	118	3	10.1016	10.1016	NUM
cet-11940	118	4	/	/	SYM
cet-11940	118	5	j.cherd.2010.09.006	j.cherd.2010.09.006	PROPN
cet-11940	118	6	.	.	PUNCT
cet-11940	119	1	hermia	hermia	PROPN
cet-11940	119	2	j.	j.	PROPN
cet-11940	119	3	,	,	PUNCT
cet-11940	119	4	1985	1985	NUM
cet-11940	119	5	,	,	PUNCT
cet-11940	119	6	blocking	block	VERB
cet-11940	119	7	filtration	filtration	NOUN
cet-11940	119	8	.	.	PUNCT
cet-11940	120	1	application	application	NOUN
cet-11940	120	2	to	to	ADP
cet-11940	120	3	non	non	ADJ
cet-11940	120	4	-	-	ADJ
cet-11940	120	5	newtonian	newtonian	ADJ
cet-11940	120	6	fluids	fluid	NOUN
cet-11940	120	7	,	,	PUNCT
cet-11940	120	8	in	in	ADP
cet-11940	120	9	:	:	PUNCT
cet-11940	120	10	rushton	rushton	PROPN
cet-11940	120	11	a.	a.	PROPN
cet-11940	120	12	(	(	PUNCT
cet-11940	120	13	ed	ed	NOUN
cet-11940	120	14	.	.	PUNCT
cet-11940	120	15	)	)	PUNCT
cet-11940	120	16	,	,	PUNCT
cet-11940	120	17	mathematical	mathematical	ADJ
cet-11940	120	18	models	model	NOUN
cet-11940	120	19	and	and	CCONJ
cet-11940	120	20	design	design	NOUN
cet-11940	120	21	methods	method	NOUN
cet-11940	120	22	in	in	ADP
cet-11940	120	23	solid	solid	ADJ
cet-11940	120	24	-	-	PUNCT
cet-11940	120	25	liquid	liquid	ADJ
cet-11940	120	26	separation	separation	NOUN
cet-11940	120	27	,	,	PUNCT
cet-11940	120	28	springer	springer	NOUN
cet-11940	120	29	,	,	PUNCT
cet-11940	120	30	dordrecht	dordrecht	PROPN
cet-11940	120	31	,	,	PUNCT
cet-11940	120	32	netherlands	netherlands	PROPN
cet-11940	120	33	.	.	PUNCT
cet-11940	121	1	doi	doi	NOUN
cet-11940	121	2	:	:	PUNCT
cet-11940	121	3	10.1007/978	10.1007/978	NUM
cet-11940	121	4	-	-	SYM
cet-11940	121	5	94	94	NUM
cet-11940	121	6	-	-	PUNCT
cet-11940	121	7	009	009	NUM
cet-11940	121	8	-	-	SYM
cet-11940	121	9	5091	5091	NUM
cet-11940	121	10	-	-	SYM
cet-11940	121	11	7_5	7_5	NUM
cet-11940	121	12	.	.	PUNCT
cet-11940	122	1	huynh	huynh	PROPN
cet-11940	122	2	t.a	t.a	PROPN
cet-11940	122	3	.	.	PROPN
cet-11940	122	4	,	,	PUNCT
cet-11940	122	5	zondervan	zondervan	PROPN
cet-11940	122	6	e.	e.	PROPN
cet-11940	122	7	,	,	PUNCT
cet-11940	122	8	2021	2021	NUM
cet-11940	122	9	,	,	PUNCT
cet-11940	122	10	dynamic	dynamic	ADJ
cet-11940	122	11	modeling	modeling	NOUN
cet-11940	122	12	of	of	ADP
cet-11940	122	13	fouling	foul	VERB
cet-11940	122	14	over	over	ADP
cet-11940	122	15	multiple	multiple	ADJ
cet-11940	122	16	biofuel	biofuel	NOUN
cet-11940	122	17	production	production	NOUN
cet-11940	122	18	cycles	cycle	NOUN
cet-11940	122	19	in	in	ADP
cet-11940	122	20	a	a	DET
cet-11940	122	21	membrane	membrane	NOUN
cet-11940	122	22	reactor	reactor	NOUN
cet-11940	122	23	,	,	PUNCT
cet-11940	122	24	chemical	chemical	NOUN
cet-11940	122	25	product	product	NOUN
cet-11940	122	26	and	and	CCONJ
cet-11940	122	27	process	process	NOUN
cet-11940	122	28	modeling	modeling	NOUN
cet-11940	122	29	,	,	PUNCT
cet-11940	122	30	20200093	20200093	NUM
cet-11940	122	31	.	.	PUNCT
cet-11940	123	1	doi	doi	NOUN
cet-11940	123	2	:	:	PUNCT
cet-11940	123	3	10.1515	10.1515	NUM
cet-11940	123	4	/	/	SYM
cet-11940	123	5	cppm-2020	cppm-2020	NOUN
cet-11940	123	6	-	-	PUNCT
cet-11940	123	7	0093	0093	NUM
cet-11940	123	8	kim	kim	PROPN
cet-11940	123	9	y.	y.	PROPN
cet-11940	123	10	,	,	PUNCT
cet-11940	123	11	li	li	PROPN
cet-11940	123	12	s.	s.	PROPN
cet-11940	123	13	,	,	PUNCT
cet-11940	123	14	ghaffour	ghaffour	PROPN
cet-11940	123	15	n.	n.	NOUN
cet-11940	123	16	,	,	PUNCT
cet-11940	123	17	2020	2020	NUM
cet-11940	123	18	,	,	PUNCT
cet-11940	123	19	evaluation	evaluation	NOUN
cet-11940	123	20	of	of	ADP
cet-11940	123	21	different	different	ADJ
cet-11940	123	22	cleaning	cleaning	NOUN
cet-11940	123	23	strategies	strategy	NOUN
cet-11940	123	24	for	for	ADP
cet-11940	123	25	different	different	ADJ
cet-11940	123	26	types	type	NOUN
cet-11940	123	27	of	of	ADP
cet-11940	123	28	forward	forward	ADJ
cet-11940	123	29	osmosis	osmosis	NOUN
cet-11940	123	30	membrane	membrane	NOUN
cet-11940	123	31	fouling	fouling	NOUN
cet-11940	123	32	and	and	CCONJ
cet-11940	123	33	scaling	scaling	NOUN
cet-11940	123	34	,	,	PUNCT
cet-11940	123	35	journal	journal	NOUN
cet-11940	123	36	of	of	ADP
cet-11940	123	37	membrane	membrane	NOUN
cet-11940	123	38	science	science	NOUN
cet-11940	123	39	,	,	PUNCT
cet-11940	123	40	596	596	NUM
cet-11940	123	41	.	.	PUNCT
cet-11940	124	1	doi	doi	NOUN
cet-11940	124	2	:	:	PUNCT
cet-11940	124	3	10.1016	10.1016	NUM
cet-11940	124	4	/	/	SYM
cet-11940	124	5	j.memsci.2019.117731	j.memsci.2019.117731	NOUN
cet-11940	124	6	.	.	PUNCT
cet-11940	125	1	liu	liu	PROPN
cet-11940	125	2	y.	y.	PROPN
cet-11940	125	3	,	,	PUNCT
cet-11940	125	4	yang	yang	PROPN
cet-11940	125	5	x.	x.	PROPN
cet-11940	125	6	,	,	PUNCT
cet-11940	125	7	zhu	zhu	PROPN
cet-11940	125	8	z.	z.	PROPN
cet-11940	125	9	,	,	PUNCT
cet-11940	125	10	2021	2021	NUM
cet-11940	125	11	,	,	PUNCT
cet-11940	125	12	economic	economic	ADJ
cet-11940	125	13	evaluation	evaluation	NOUN
cet-11940	125	14	and	and	CCONJ
cet-11940	125	15	production	production	NOUN
cet-11940	125	16	process	process	NOUN
cet-11940	125	17	simulation	simulation	NOUN
cet-11940	125	18	of	of	ADP
cet-11940	125	19	biodiesel	biodiesel	NOUN
cet-11940	125	20	production	production	NOUN
cet-11940	125	21	from	from	ADP
cet-11940	125	22	waste	waste	NOUN
cet-11940	125	23	cooking	cooking	NOUN
cet-11940	125	24	oil	oil	NOUN
cet-11940	125	25	,	,	PUNCT
cet-11940	125	26	current	current	ADJ
cet-11940	125	27	research	research	NOUN
cet-11940	125	28	in	in	ADP
cet-11940	125	29	green	green	ADJ
cet-11940	125	30	and	and	CCONJ
cet-11940	125	31	sustainable	sustainable	ADJ
cet-11940	125	32	chemistry	chemistry	NOUN
cet-11940	125	33	.	.	PUNCT
cet-11940	126	1	doi	doi	NOUN
cet-11940	126	2	:	:	PUNCT
cet-11940	126	3	10.1016	10.1016	NUM
cet-11940	126	4	/	/	SYM
cet-11940	126	5	j.crgsc.2021.100091	j.crgsc.2021.100091	ADJ
cet-11940	126	6	.	.	PUNCT
cet-11940	127	1	observ'er	observ'er	PROPN
cet-11940	127	2	,	,	PUNCT
cet-11940	127	3	2020	2020	NUM
cet-11940	127	4	,	,	PUNCT
cet-11940	127	5	biofuels	biofuel	NOUN
cet-11940	127	6	barometer	barometer	NOUN
cet-11940	127	7	2020	2020	NUM
cet-11940	127	8	,	,	PUNCT
cet-11940	127	9	eurobserv’er	eurobserv’er	NOUN
cet-11940	127	10	project	project	NOUN
cet-11940	127	11	<	<	X
cet-11940	127	12	eurobserv-er.org/biofuels-barometer2020/	eurobserv-er.org/biofuels-barometer2020/	X
cet-11940	127	13	>	>	X
cet-11940	127	14	accessed	access	VERB
cet-11940	127	15	16.04.2021	16.04.2021	NUM
cet-11940	127	16	.	.	PUNCT
cet-11940	128	1	oprescu	oprescu	PROPN
cet-11940	128	2	e.e	e.e	PROPN
cet-11940	128	3	.	.	PROPN
cet-11940	128	4	,	,	PUNCT
cet-11940	128	5	velea	velea	PROPN
cet-11940	128	6	s.	s.	PROPN
cet-11940	128	7	,	,	PUNCT
cet-11940	128	8	doncea	doncea	PROPN
cet-11940	128	9	s.m	s.m	PROPN
cet-11940	128	10	.	.	PROPN
cet-11940	128	11	,	,	PUNCT
cet-11940	128	12	radu	radu	PROPN
cet-11940	128	13	a.	a.	PROPN
cet-11940	128	14	,	,	PUNCT
cet-11940	128	15	stepan	stepan	PROPN
cet-11940	128	16	e.	e.	PROPN
cet-11940	128	17	,	,	PUNCT
cet-11940	128	18	bolocan	bolocan	PROPN
cet-11940	128	19	i.	i.	PROPN
cet-11940	128	20	,	,	PUNCT
cet-11940	128	21	2015	2015	NUM
cet-11940	128	22	,	,	PUNCT
cet-11940	128	23	biodiesel	biodiesel	NOUN
cet-11940	128	24	from	from	ADP
cet-11940	128	25	algae	algae	NOUN
cet-11940	128	26	oil	oil	NOUN
cet-11940	128	27	with	with	ADP
cet-11940	128	28	high	high	ADJ
cet-11940	128	29	free	free	ADJ
cet-11940	128	30	fatty	fatty	NOUN
cet-11940	128	31	acid	acid	NOUN
cet-11940	128	32	over	over	ADP
cet-11940	128	33	amphiphilic	amphiphilic	ADJ
cet-11940	128	34	solid	solid	ADJ
cet-11940	128	35	acid	acid	NOUN
cet-11940	128	36	catalyst	catalyst	NOUN
cet-11940	128	37	,	,	PUNCT
cet-11940	128	38	chemical	chemical	NOUN
cet-11940	128	39	engineering	engineering	NOUN
cet-11940	128	40	transactions	transaction	NOUN
cet-11940	128	41	,	,	PUNCT
cet-11940	128	42	43	43	NUM
cet-11940	128	43	,	,	PUNCT
cet-11940	128	44	595	595	NUM
cet-11940	128	45	-	-	SYM
cet-11940	128	46	600	600	NUM
cet-11940	128	47	.	.	PUNCT
cet-11940	129	1	doi	doi	NOUN
cet-11940	129	2	:	:	PUNCT
cet-11940	129	3	10.3303	10.3303	NUM
cet-11940	129	4	/	/	SYM
cet-11940	129	5	cet1543100	cet1543100	NOUN
cet-11940	129	6	.	.	PUNCT
cet-11940	130	1	petrescu	petrescu	PROPN
cet-11940	130	2	l.	l.	PROPN
cet-11940	130	3	,	,	PUNCT
cet-11940	130	4	galusnyak	galusnyak	PROPN
cet-11940	130	5	s.-c	s.-c	NOUN
cet-11940	130	6	.	.	PUNCT
cet-11940	130	7	,	,	PUNCT
cet-11940	130	8	chisalita	chisalita	PROPN
cet-11940	130	9	d.-a	d.-a	PROPN
cet-11940	130	10	.	.	PROPN
cet-11940	130	11	,	,	PUNCT
cet-11940	130	12	cormos	cormos	PROPN
cet-11940	130	13	c.-c	c.-c	PROPN
cet-11940	130	14	.	.	PUNCT
cet-11940	130	15	,	,	PUNCT
cet-11940	130	16	2020	2020	NUM
cet-11940	130	17	,	,	PUNCT
cet-11940	130	18	modelling	modelling	NOUN
cet-11940	130	19	and	and	CCONJ
cet-11940	130	20	simulation	simulation	NOUN
cet-11940	130	21	of	of	ADP
cet-11940	130	22	methanol	methanol	NOUN
cet-11940	130	23	and	and	CCONJ
cet-11940	130	24	biodiesel	biodiesel	NOUN
cet-11940	130	25	production	production	NOUN
cet-11940	130	26	processes	process	NOUN
cet-11940	130	27	using	use	VERB
cet-11940	130	28	innovative	innovative	ADJ
cet-11940	130	29	technologies	technology	NOUN
cet-11940	130	30	,	,	PUNCT
cet-11940	130	31	chemical	chemical	ADJ
cet-11940	130	32	engineering	engineering	NOUN
cet-11940	130	33	transactions	transaction	NOUN
cet-11940	130	34	,	,	PUNCT
cet-11940	130	35	80	80	NUM
cet-11940	130	36	,	,	PUNCT
cet-11940	130	37	181	181	NUM
cet-11940	130	38	-	-	SYM
cet-11940	130	39	186	186	NUM
cet-11940	130	40	.	.	PUNCT
cet-11940	130	41	doi:10.3303	doi:10.3303	PROPN
cet-11940	130	42	/	/	SYM
cet-11940	130	43	cet2080031	cet2080031	PROPN
cet-11940	130	44	.	.	PUNCT
cet-11940	131	1	popović	popović	PROPN
cet-11940	131	2	s.	s.	PROPN
cet-11940	131	3	,	,	PUNCT
cet-11940	131	4	djurić	djurić	NOUN
cet-11940	131	5	m.	m.	NOUN
cet-11940	131	6	,	,	PUNCT
cet-11940	131	7	milanović	milanović	NOUN
cet-11940	131	8	s.	s.	PROPN
cet-11940	131	9	,	,	PUNCT
cet-11940	131	10	tekić	tekić	VERB
cet-11940	131	11	m.n	m.n	PROPN
cet-11940	131	12	.	.	PROPN
cet-11940	131	13	,	,	PUNCT
cet-11940	131	14	lukić	lukić	PROPN
cet-11940	131	15	n.	n.	PROPN
cet-11940	131	16	,	,	PUNCT
cet-11940	131	17	2010	2010	NUM
cet-11940	131	18	,	,	PUNCT
cet-11940	131	19	application	application	NOUN
cet-11940	131	20	of	of	ADP
cet-11940	131	21	an	an	DET
cet-11940	131	22	ultrasound	ultrasound	ADJ
cet-11940	131	23	field	field	NOUN
cet-11940	131	24	in	in	ADP
cet-11940	131	25	chemical	chemical	ADJ
cet-11940	131	26	cleaning	cleaning	NOUN
cet-11940	131	27	of	of	ADP
cet-11940	131	28	ceramic	ceramic	ADJ
cet-11940	131	29	tubular	tubular	ADJ
cet-11940	131	30	membrane	membrane	NOUN
cet-11940	131	31	fouled	fouled	NOUN
cet-11940	131	32	with	with	ADP
cet-11940	131	33	whey	whey	PROPN
cet-11940	131	34	proteins	protein	NOUN
cet-11940	131	35	,	,	PUNCT
cet-11940	131	36	journal	journal	NOUN
cet-11940	131	37	of	of	ADP
cet-11940	131	38	food	food	NOUN
cet-11940	131	39	engineering	engineering	NOUN
cet-11940	131	40	,	,	PUNCT
cet-11940	131	41	101	101	NUM
cet-11940	131	42	,	,	PUNCT
cet-11940	131	43	3	3	NUM
cet-11940	131	44	,	,	PUNCT
cet-11940	131	45	296302	296302	NUM
cet-11940	131	46	.	.	PUNCT
cet-11940	132	1	doi	doi	NOUN
cet-11940	132	2	:	:	PUNCT
cet-11940	132	3	10.1016	10.1016	NUM
cet-11940	132	4	/	/	SYM
cet-11940	132	5	j.jfoodeng.2010.07.012	j.jfoodeng.2010.07.012	PROPN
cet-11940	132	6	.	.	PUNCT
cet-11940	133	1	salama	salama	PROPN
cet-11940	133	2	a.	a.	PROPN
cet-11940	133	3	,	,	PUNCT
cet-11940	133	4	zoubeik	zoubeik	NOUN
cet-11940	133	5	m.	m.	NOUN
cet-11940	133	6	,	,	PUNCT
cet-11940	133	7	henni	henni	PROPN
cet-11940	133	8	a.	a.	PROPN
cet-11940	133	9	,	,	PUNCT
cet-11940	133	10	amin	amin	PROPN
cet-11940	133	11	m.e	m.e	PROPN
cet-11940	133	12	.	.	PROPN
cet-11940	133	13	,	,	PUNCT
cet-11940	133	14	2019	2019	NUM
cet-11940	133	15	,	,	PUNCT
cet-11940	133	16	a	a	DET
cet-11940	133	17	new	new	ADJ
cet-11940	133	18	modeling	modeling	NOUN
cet-11940	133	19	approach	approach	NOUN
cet-11940	133	20	for	for	ADP
cet-11940	133	21	flux	flux	NOUN
cet-11940	133	22	declining	decline	VERB
cet-11940	133	23	behavior	behavior	NOUN
cet-11940	133	24	during	during	ADP
cet-11940	133	25	the	the	DET
cet-11940	133	26	filtration	filtration	NOUN
cet-11940	133	27	of	of	ADP
cet-11940	133	28	oily	oily	ADJ
cet-11940	133	29	-	-	PUNCT
cet-11940	133	30	water	water	NOUN
cet-11940	133	31	systems	system	NOUN
cet-11940	133	32	due	due	ADP
cet-11940	133	33	to	to	ADP
cet-11940	133	34	coalescence	coalescence	NOUN
cet-11940	133	35	and	and	CCONJ
cet-11940	133	36	clustering	clustering	NOUN
cet-11940	133	37	of	of	ADP
cet-11940	133	38	oil	oil	NOUN
cet-11940	133	39	droplets	droplet	NOUN
cet-11940	133	40	:	:	PUNCT
cet-11940	133	41	experimental	experimental	ADJ
cet-11940	133	42	and	and	CCONJ
cet-11940	133	43	multicontinuum	multicontinuum	PROPN
cet-11940	133	44	investigation	investigation	PROPN
cet-11940	133	45	,	,	PUNCT
cet-11940	133	46	separation	separation	NOUN
cet-11940	133	47	and	and	CCONJ
cet-11940	133	48	purification	purification	NOUN
cet-11940	133	49	technology	technology	NOUN
cet-11940	133	50	,	,	PUNCT
cet-11940	133	51	227	227	NUM
cet-11940	133	52	.	.	PUNCT
cet-11940	133	53	doi	doi	NOUN
cet-11940	133	54	:	:	PUNCT
cet-11940	133	55	10.1016	10.1016	NUM
cet-11940	133	56	/	/	SYM
cet-11940	133	57	j.seppur.2019.115688	j.seppur.2019.115688	PROPN
cet-11940	133	58	.	.	PUNCT
cet-11940	134	1	wang	wang	PROPN
cet-11940	134	2	z.	z.	PROPN
cet-11940	134	3	,	,	PUNCT
cet-11940	134	4	ma	ma	PROPN
cet-11940	134	5	j.	j.	PROPN
cet-11940	134	6	,	,	PUNCT
cet-11940	134	7	tang	tang	PROPN
cet-11940	134	8	c.y	c.y	PROPN
cet-11940	134	9	.	.	PROPN
cet-11940	134	10	,	,	PUNCT
cet-11940	134	11	kimura	kimura	PROPN
cet-11940	134	12	k.	k.	PROPN
cet-11940	134	13	,	,	PUNCT
cet-11940	134	14	wang	wang	PROPN
cet-11940	134	15	q.	q.	PROPN
cet-11940	134	16	,	,	PUNCT
cet-11940	134	17	han	han	PROPN
cet-11940	134	18	x.	x.	PROPN
cet-11940	134	19	,	,	PUNCT
cet-11940	134	20	2015	2015	NUM
cet-11940	134	21	,	,	PUNCT
cet-11940	134	22	membrane	membrane	NOUN
cet-11940	134	23	cleaning	cleaning	NOUN
cet-11940	134	24	in	in	ADP
cet-11940	134	25	membrane	membrane	NOUN
cet-11940	134	26	bioreactors	bioreactor	NOUN
cet-11940	134	27	:	:	PUNCT
cet-11940	134	28	a	a	DET
cet-11940	134	29	review	review	NOUN
cet-11940	134	30	,	,	PUNCT
cet-11940	134	31	journal	journal	NOUN
cet-11940	134	32	of	of	ADP
cet-11940	134	33	membrane	membrane	NOUN
cet-11940	134	34	science	science	NOUN
cet-11940	134	35	,	,	PUNCT
cet-11940	134	36	468	468	NUM
cet-11940	134	37	,	,	PUNCT
cet-11940	134	38	276	276	NUM
cet-11940	134	39	-	-	SYM
cet-11940	134	40	307	307	NUM
cet-11940	134	41	.	.	PUNCT
cet-11940	135	1	doi	doi	NOUN
cet-11940	135	2	:	:	PUNCT
cet-11940	135	3	10.1016	10.1016	NUM
cet-11940	135	4	/	/	SYM
cet-11940	135	5	j.memsci.2014.05.060	j.memsci.2014.05.060	PROPN
cet-11940	135	6	.	.	PUNCT
cet-11940	136	1	zondervan	zondervan	PROPN
cet-11940	136	2	e.	e.	PROPN
cet-11940	136	3	,	,	PUNCT
cet-11940	136	4	betlem	betlem	PROPN
cet-11940	136	5	b.h.l	b.h.l	PROPN
cet-11940	136	6	.	.	PUNCT
cet-11940	136	7	,	,	PUNCT
cet-11940	136	8	roffel	roffel	PROPN
cet-11940	136	9	b.	b.	PROPN
cet-11940	136	10	,	,	PUNCT
cet-11940	136	11	2007	2007	NUM
cet-11940	136	12	,	,	PUNCT
cet-11940	136	13	development	development	NOUN
cet-11940	136	14	of	of	ADP
cet-11940	136	15	a	a	DET
cet-11940	136	16	dynamic	dynamic	ADJ
cet-11940	136	17	model	model	NOUN
cet-11940	136	18	for	for	ADP
cet-11940	136	19	cleaning	clean	VERB
cet-11940	136	20	ultra	ultra	ADJ
cet-11940	136	21	filtration	filtration	NOUN
cet-11940	136	22	membranes	membrane	NOUN
cet-11940	136	23	fouled	foul	VERB
cet-11940	136	24	by	by	ADP
cet-11940	136	25	surface	surface	NOUN
cet-11940	136	26	water	water	NOUN
cet-11940	136	27	,	,	PUNCT
cet-11940	136	28	journal	journal	NOUN
cet-11940	136	29	of	of	ADP
cet-11940	136	30	membrane	membrane	NOUN
cet-11940	136	31	science	science	NOUN
cet-11940	136	32	,	,	PUNCT
cet-11940	136	33	289	289	NUM
cet-11940	136	34	,	,	PUNCT
cet-11940	136	35	1	1	NUM
cet-11940	136	36	-	-	SYM
cet-11940	136	37	2	2	NUM
cet-11940	136	38	,	,	PUNCT
cet-11940	136	39	26	26	NUM
cet-11940	136	40	-	-	SYM
cet-11940	136	41	31	31	NUM
cet-11940	136	42	.	.	PUNCT
cet-11940	137	1	doi	doi	NOUN
cet-11940	137	2	:	:	PUNCT
cet-11940	137	3	10.1016	10.1016	NUM
cet-11940	137	4	/	/	SYM
cet-11940	137	5	j.memsci.2006.11.031	j.memsci.2006.11.031	PROPN
cet-11940	137	6	.	.	PROPN
cet-11940	137	7	888	888	NUM