id	sid	tid	token	lemma	pos
iajs-2810	1	1	98	98	NUM
iajs-2810	1	2	.creative	.creative	NUM
iajs-2810	1	3	commons	common	NOUN
iajs-2810	1	4	attribution	attribution	NOUN
iajs-2810	1	5	4.0	4.0	NUM
iajs-2810	1	6	international	international	ADJ
iajs-2810	1	7	license	license	NOUN
iajs-2810	1	8	this	this	DET
iajs-2810	1	9	work	work	NOUN
iajs-2810	1	10	is	be	AUX
iajs-2810	1	11	licensed	license	VERB
iajs-2810	1	12	under	under	ADP
iajs-2810	1	13	a	a	DET
iajs-2810	1	14	optimization	optimization	NOUN
iajs-2810	1	15	of	of	ADP
iajs-2810	1	16	process	process	NOUN
iajs-2810	1	17	parameters	parameter	NOUN
iajs-2810	1	18	for	for	ADP
iajs-2810	1	19	biodiesel	biodiesel	NOUN
iajs-2810	1	20	production	production	NOUN
iajs-2810	1	21	from	from	ADP
iajs-2810	1	22	three	three	NUM
iajs-2810	1	23	indigenous	indigenous	ADJ
iajs-2810	1	24	vegetable	vegetable	NOUN
iajs-2810	1	25	oils	oil	NOUN
iajs-2810	1	26	abstract	abstract	ADJ
iajs-2810	1	27	optimization	optimization	NOUN
iajs-2810	1	28	procedures	procedure	NOUN
iajs-2810	1	29	using	use	VERB
iajs-2810	1	30	a	a	DET
iajs-2810	1	31	variety	variety	NOUN
iajs-2810	1	32	of	of	ADP
iajs-2810	1	33	input	input	NOUN
iajs-2810	1	34	parameters	parameter	NOUN
iajs-2810	1	35	have	have	AUX
iajs-2810	1	36	gotten	get	VERB
iajs-2810	1	37	a	a	DET
iajs-2810	1	38	lot	lot	NOUN
iajs-2810	1	39	of	of	ADP
iajs-2810	1	40	attention	attention	NOUN
iajs-2810	1	41	,	,	PUNCT
iajs-2810	1	42	but	but	CCONJ
iajs-2810	1	43	using	use	VERB
iajs-2810	1	44	three	three	NUM
iajs-2810	1	45	non	non	ADJ
iajs-2810	1	46	-	-	ADJ
iajs-2810	1	47	edible	edible	ADJ
iajs-2810	1	48	seed	seed	NOUN
iajs-2810	1	49	oils	oil	NOUN
iajs-2810	1	50	of	of	ADP
iajs-2810	1	51	jatropha	jatropha	NOUN
iajs-2810	1	52	(	(	PUNCT
iajs-2810	1	53	jatropha	jatropha	NOUN
iajs-2810	1	54	curcas	curca	NOUN
iajs-2810	1	55	)	)	PUNCT
iajs-2810	1	56	,	,	PUNCT
iajs-2810	1	57	sesame	sesame	NOUN
iajs-2810	1	58	(	(	PUNCT
iajs-2810	1	59	sesamum	sesamum	ADJ
iajs-2810	1	60	indicum	indicum	PROPN
iajs-2810	1	61	)	)	PUNCT
iajs-2810	1	62	,	,	PUNCT
iajs-2810	1	63	and	and	CCONJ
iajs-2810	1	64	sweet	sweet	ADJ
iajs-2810	1	65	almond	almond	NOUN
iajs-2810	1	66	(	(	PUNCT
iajs-2810	1	67	prunusamygdalus	prunusamygdalus	ADJ
iajs-2810	1	68	dulcis	dulcis	PROPN
iajs-2810	1	69	)	)	PUNCT
iajs-2810	1	70	has	have	VERB
iajs-2810	1	71	a	a	DET
iajs-2810	1	72	few	few	ADJ
iajs-2810	1	73	advantages	advantage	NOUN
iajs-2810	1	74	,	,	PUNCT
iajs-2810	1	75	including	include	VERB
iajs-2810	1	76	availability	availability	NOUN
iajs-2810	1	77	and	and	CCONJ
iajs-2810	1	78	non	non	ADJ
iajs-2810	1	79	-	-	ADJ
iajs-2810	1	80	food	food	ADJ
iajs-2810	1	81	competitiveness	competitiveness	NOUN
iajs-2810	1	82	.	.	PUNCT
iajs-2810	2	1	optimizing	optimize	VERB
iajs-2810	2	2	a	a	DET
iajs-2810	2	3	two	two	NUM
iajs-2810	2	4	-	-	PUNCT
iajs-2810	2	5	stage	stage	NOUN
iajs-2810	2	6	trans	trans	NOUN
iajs-2810	2	7	-	-	NOUN
iajs-2810	2	8	esterification	esterification	NOUN
iajs-2810	2	9	process	process	NOUN
iajs-2810	2	10	using	use	VERB
iajs-2810	2	11	a	a	DET
iajs-2810	2	12	sodium	sodium	NOUN
iajs-2810	2	13	hydroxide	hydroxide	NOUN
iajs-2810	2	14	-	-	PUNCT
iajs-2810	2	15	based	base	VERB
iajs-2810	2	16	catalyst	catalyst	NOUN
iajs-2810	2	17	at	at	ADP
iajs-2810	2	18	a	a	DET
iajs-2810	2	19	fixed	fix	VERB
iajs-2810	2	20	catalyst	catalyst	NOUN
iajs-2810	2	21	(	(	PUNCT
iajs-2810	2	22	1.0wt	1.0wt	NUM
iajs-2810	2	23	%	%	NOUN
iajs-2810	2	24	)	)	PUNCT
iajs-2810	2	25	and	and	CCONJ
iajs-2810	2	26	temperature	temperature	NOUN
iajs-2810	2	27	(	(	PUNCT
iajs-2810	2	28	60	60	NUM
iajs-2810	2	29	oc	oc	NOUN
iajs-2810	2	30	)	)	PUNCT
iajs-2810	2	31	while	while	SCONJ
iajs-2810	2	32	varying	vary	VERB
iajs-2810	2	33	molar	molar	ADJ
iajs-2810	2	34	ratio	ratio	NOUN
iajs-2810	2	35	(	(	PUNCT
iajs-2810	2	36	1:3	1:3	NUM
iajs-2810	2	37	,	,	PUNCT
iajs-2810	2	38	1:6	1:6	NUM
iajs-2810	2	39	,	,	PUNCT
iajs-2810	2	40	1:12	1:12	NUM
iajs-2810	2	41	)	)	PUNCT
iajs-2810	2	42	,	,	PUNCT
iajs-2810	2	43	time	time	NOUN
iajs-2810	2	44	(	(	PUNCT
iajs-2810	2	45	20–60	20–60	NUM
iajs-2810	2	46	min	min	NOUN
iajs-2810	2	47	)	)	PUNCT
iajs-2810	2	48	,	,	PUNCT
iajs-2810	2	49	and	and	CCONJ
iajs-2810	2	50	mixing	mix	VERB
iajs-2810	2	51	speed	speed	NOUN
iajs-2810	2	52	(	(	PUNCT
iajs-2810	2	53	500–1000	500–1000	NUM
iajs-2810	2	54	rpm	rpm	NOUN
iajs-2810	2	55	)	)	PUNCT
iajs-2810	2	56	,	,	PUNCT
iajs-2810	2	57	to	to	PART
iajs-2810	2	58	produce	produce	VERB
iajs-2810	2	59	optimal	optimal	ADJ
iajs-2810	2	60	responses	response	NOUN
iajs-2810	2	61	of	of	ADP
iajs-2810	2	62	yields	yield	NOUN
iajs-2810	2	63	were	be	AUX
iajs-2810	2	64	studied	study	VERB
iajs-2810	2	65	using	use	VERB
iajs-2810	2	66	response	response	NOUN
iajs-2810	2	67	surface	surface	NOUN
iajs-2810	2	68	methodology	methodology	NOUN
iajs-2810	2	69	(	(	PUNCT
iajs-2810	2	70	rsm	rsm	NOUN
iajs-2810	2	71	)	)	PUNCT
iajs-2810	2	72	.	.	PUNCT
iajs-2810	3	1	the	the	DET
iajs-2810	3	2	optimization	optimization	NOUN
iajs-2810	3	3	solution	solution	NOUN
iajs-2810	3	4	of	of	ADP
iajs-2810	3	5	molar	molar	ADJ
iajs-2810	3	6	ratio	ratio	NOUN
iajs-2810	3	7	(	(	PUNCT
iajs-2810	3	8	1:3	1:3	NUM
iajs-2810	3	9	)	)	PUNCT
iajs-2810	3	10	,	,	PUNCT
iajs-2810	3	11	time	time	NOUN
iajs-2810	3	12	(	(	PUNCT
iajs-2810	3	13	40.9	40.9	NUM
iajs-2810	3	14	min	min	NOUN
iajs-2810	3	15	.	.	PROPN
iajs-2810	3	16	)	)	PUNCT
iajs-2810	3	17	,	,	PUNCT
iajs-2810	3	18	and	and	CCONJ
iajs-2810	3	19	speed	speed	NOUN
iajs-2810	3	20	(	(	PUNCT
iajs-2810	3	21	500	500	NUM
iajs-2810	3	22	rpm	rpm	NOUN
iajs-2810	3	23	)	)	PUNCT
iajs-2810	3	24	resulted	result	VERB
iajs-2810	3	25	in	in	ADP
iajs-2810	3	26	an	an	DET
iajs-2810	3	27	86.9	86.9	NUM
iajs-2810	3	28	%	%	NOUN
iajs-2810	3	29	for	for	ADP
iajs-2810	3	30	refined	refined	ADJ
iajs-2810	3	31	jatropha	jatropha	NOUN
iajs-2810	3	32	biodiesel	biodiesel	NOUN
iajs-2810	3	33	(	(	PUNCT
iajs-2810	3	34	rjb	rjb	PROPN
iajs-2810	3	35	)	)	PUNCT
iajs-2810	3	36	,	,	PUNCT
iajs-2810	3	37	the	the	DET
iajs-2810	3	38	optimization	optimization	NOUN
iajs-2810	3	39	for	for	ADP
iajs-2810	3	40	refined	refined	ADJ
iajs-2810	3	41	sesame	sesame	NOUN
iajs-2810	3	42	biodiesel	biodiesel	NOUN
iajs-2810	3	43	(	(	PUNCT
iajs-2810	3	44	rjb	rjb	PROPN
iajs-2810	3	45	)	)	PUNCT
iajs-2810	3	46	with	with	ADP
iajs-2810	3	47	molar	molar	ADJ
iajs-2810	3	48	ratio	ratio	NOUN
iajs-2810	3	49	(	(	PUNCT
iajs-2810	3	50	1:6	1:6	NUM
iajs-2810	3	51	)	)	PUNCT
iajs-2810	3	52	,	,	PUNCT
iajs-2810	3	53	time	time	NOUN
iajs-2810	3	54	(	(	PUNCT
iajs-2810	3	55	41.7	41.7	NUM
iajs-2810	3	56	min	min	NOUN
iajs-2810	3	57	.	.	PROPN
iajs-2810	3	58	)	)	PUNCT
iajs-2810	3	59	,	,	PUNCT
iajs-2810	3	60	and	and	CCONJ
iajs-2810	3	61	speed	speed	NOUN
iajs-2810	3	62	(	(	PUNCT
iajs-2810	3	63	619	619	NUM
iajs-2810	3	64	rpm	rpm	NOUN
iajs-2810	3	65	)	)	PUNCT
iajs-2810	3	66	resulted	result	VERB
iajs-2810	3	67	in	in	ADP
iajs-2810	3	68	an	an	DET
iajs-2810	3	69	88.5	88.5	NUM
iajs-2810	3	70	%	%	NOUN
iajs-2810	3	71	,	,	PUNCT
iajs-2810	3	72	and	and	CCONJ
iajs-2810	3	73	the	the	DET
iajs-2810	3	74	optimization	optimization	NOUN
iajs-2810	3	75	for	for	ADP
iajs-2810	3	76	refined	refined	ADJ
iajs-2810	3	77	sweet	sweet	ADJ
iajs-2810	3	78	almond	almond	NOUN
iajs-2810	3	79	biodiesel	biodiesel	NOUN
iajs-2810	3	80	(	(	PUNCT
iajs-2810	3	81	rsab	rsab	VERB
iajs-2810	3	82	)	)	PUNCT
iajs-2810	3	83	with	with	ADP
iajs-2810	3	84	the	the	DET
iajs-2810	3	85	molar	molar	ADJ
iajs-2810	3	86	ratio	ratio	NOUN
iajs-2810	3	87	(	(	PUNCT
iajs-2810	3	88	1:3	1:3	NUM
iajs-2810	3	89	)	)	PUNCT
iajs-2810	3	90	,	,	PUNCT
iajs-2810	3	91	time	time	NOUN
iajs-2810	3	92	(	(	PUNCT
iajs-2810	3	93	49.359	49.359	NUM
iajs-2810	3	94	min	min	NOUN
iajs-2810	3	95	.	.	PROPN
iajs-2810	3	96	)	)	PUNCT
iajs-2810	3	97	,	,	PUNCT
iajs-2810	3	98	and	and	CCONJ
iajs-2810	3	99	speed	speed	NOUN
iajs-2810	3	100	(	(	PUNCT
iajs-2810	3	101	500	500	NUM
iajs-2810	3	102	rpm	rpm	NOUN
iajs-2810	3	103	)	)	PUNCT
iajs-2810	3	104	resulted	result	VERB
iajs-2810	3	105	in	in	ADP
iajs-2810	3	106	an	an	DET
iajs-2810	3	107	88.7	88.7	NUM
iajs-2810	3	108	%	%	NOUN
iajs-2810	3	109	at	at	ADP
iajs-2810	3	110	the	the	DET
iajs-2810	3	111	conditions	condition	NOUN
iajs-2810	3	112	.	.	PUNCT
iajs-2810	4	1	rjo	rjo	PROPN
iajs-2810	4	2	,	,	PUNCT
iajs-2810	4	3	rjb	rjb	PROPN
iajs-2810	4	4	,	,	PUNCT
iajs-2810	4	5	and	and	CCONJ
iajs-2810	4	6	rsab	rsab	VERB
iajs-2810	4	7	had	have	AUX
iajs-2810	4	8	predicted	predict	VERB
iajs-2810	4	9	biodiesel	biodiesel	NOUN
iajs-2810	4	10	yields	yield	NOUN
iajs-2810	4	11	of	of	ADP
iajs-2810	4	12	86.9	86.9	NUM
iajs-2810	4	13	%	%	NOUN
iajs-2810	4	14	,	,	PUNCT
iajs-2810	4	15	88.5	88.5	NUM
iajs-2810	4	16	%	%	NOUN
iajs-2810	4	17	,	,	PUNCT
iajs-2810	4	18	and	and	CCONJ
iajs-2810	4	19	88.7	88.7	NUM
iajs-2810	4	20	%	%	NOUN
iajs-2810	4	21	,	,	PUNCT
iajs-2810	4	22	with	with	ADP
iajs-2810	4	23	less	less	ADJ
iajs-2810	4	24	than	than	ADP
iajs-2810	4	25	0.2	0.2	NUM
iajs-2810	4	26	%	%	NOUN
iajs-2810	4	27	variation	variation	NOUN
iajs-2810	4	28	,	,	PUNCT
iajs-2810	4	29	respectively	respectively	ADV
iajs-2810	4	30	.	.	PUNCT
iajs-2810	5	1	the	the	DET
iajs-2810	5	2	characteristics	characteristic	NOUN
iajs-2810	5	3	of	of	ADP
iajs-2810	5	4	biodiesel	biodiesel	NOUN
iajs-2810	5	5	were	be	AUX
iajs-2810	5	6	studied	study	VERB
iajs-2810	5	7	,	,	PUNCT
iajs-2810	5	8	and	and	CCONJ
iajs-2810	5	9	the	the	DET
iajs-2810	5	10	results	result	NOUN
iajs-2810	5	11	were	be	AUX
iajs-2810	5	12	ibn	ibn	PROPN
iajs-2810	5	13	al	al	PROPN
iajs-2810	5	14	-	-	PUNCT
iajs-2810	5	15	haitham	haitham	PROPN
iajs-2810	5	16	journal	journal	PROPN
iajs-2810	5	17	for	for	ADP
iajs-2810	5	18	pure	pure	ADJ
iajs-2810	5	19	and	and	CCONJ
iajs-2810	5	20	applied	apply	VERB
iajs-2810	5	21	sciences	sciences	PROPN
iajs-2810	5	22	http://jih.uobaghdad.edu.iq/index.php/j/index	http://jih.uobaghdad.edu.iq/index.php/j/index	PROPN
iajs-2810	5	23	:	:	PUNCT
iajs-2810	5	24	journal	journal	PROPN
iajs-2810	5	25	homepage	homepage	NOUN
iajs-2810	5	26	doi	doi	PROPN
iajs-2810	5	27	:	:	PUNCT
iajs-2810	5	28	10.30526/35.3.2810	10.30526/35.3.2810	NUM
iajs-2810	5	29	article	article	NOUN
iajs-2810	5	30	history	history	NOUN
iajs-2810	5	31	:	:	PUNCT
iajs-2810	5	32	received	receive	VERB
iajs-2810	5	33	6	6	NUM
iajs-2810	5	34	february	february	NOUN
iajs-2810	5	35	2022	2022	NUM
iajs-2810	5	36	,	,	PUNCT
iajs-2810	5	37	accepted	accept	VERB
iajs-2810	5	38	17	17	NUM
iajs-2810	5	39	april	april	PROPN
iajs-2810	5	40	,	,	PUNCT
iajs-2810	5	41	2022	2022	NUM
iajs-2810	5	42	,	,	PUNCT
iajs-2810	5	43	published	publish	VERB
iajs-2810	5	44	in	in	ADP
iajs-2810	5	45	july	july	PROPN
iajs-2810	5	46	2022	2022	NUM
iajs-2810	5	47	.	.	PUNCT
iajs-2810	6	1	1aliru	1aliru	NUM
iajs-2810	6	2	olajide	olajide	NOUN
iajs-2810	6	3	mustapha	mustapha	PROPN
iajs-2810	6	4	aliru.mustapha@kwasu.edu.ng	aliru.mustapha@kwasu.edu.ng	INTJ
iajs-2810	6	5	aliru.mustapha@kwasu.edu.ng	aliru.mustapha@kwasu.edu.ng	INTJ
iajs-2810	6	6	yemisi	yemisi	NOUN
iajs-2810	6	7	tokunbo	tokunbo	PROPN
iajs-2810	6	8	afolabi8	afolabi8	PROPN
iajs-2810	6	9	ytokunbo.afolabi@gmail.com	ytokunbo.afolabi@gmail.com	X
iajs-2810	6	10	jesutomisin	jesutomisin	PROPN
iajs-2810	6	11	oladele6	oladele6	NOUN
iajs-2810	6	12	oladelejesutomisin@gmail.com	oladelejesutomisin@gmail.com	X
iajs-2810	7	1	2kudirat	2kudirat	NUM
iajs-2810	7	2	afolashade	afolashade	NOUN
iajs-2810	7	3	usman	usman	PROPN
iajs-2810	7	4	usmankudirat1995@gmail.com	usmankudirat1995@gmail.com	PROPN
iajs-2810	7	5	usmankudirat1995@gmail.com	usmankudirat1995@gmail.com	PROPN
iajs-2810	7	6	oluwaseyi	oluwaseyi	PROPN
iajs-2810	7	7	mojibade	mojibade	NOUN
iajs-2810	7	8	adekoya4	adekoya4	NOUN
iajs-2810	8	1	adekoyaoluwaseyi656@gmail.com	adekoyaoluwaseyi656@gmail.com	X
iajs-2810	9	1	toheeba	toheeba	NOUN
iajs-2810	9	2	aramide	aramide	PROPN
iajs-2810	9	3	zakariyah3	zakariyah3	PROPN
iajs-2810	10	1	toheebahzakariyah98@yahoo.com	toheebahzakariyah98@yahoo.com	X
iajs-2810	11	1	5joseph	5joseph	NUM
iajs-2810	11	2	phillip	phillip	NOUN
iajs-2810	11	3	tosin	tosin	NOUN
iajs-2810	11	4	joephil20166@gmail.com	joephil20166@gmail.com	PROPN
iajs-2810	12	1	toluwalase	toluwalase	PROPN
iajs-2810	12	2	solomon	solomon	PROPN
iajs-2810	12	3	amao7	amao7	PROPN
iajs-2810	13	1	amaotoluwalasesolomon@gmail.com	amaotoluwalasesolomon@gmail.com	PROPN
iajs-2810	13	2	,	,	PUNCT
iajs-2810	13	3	kwara	kwara	PROPN
iajs-2810	13	4	state	state	PROPN
iajs-2810	13	5	sciencesdepartment	sciencesdepartment	PROPN
iajs-2810	13	6	of	of	ADP
iajs-2810	13	7	chemical	chemical	PROPN
iajs-2810	13	8	,	,	PUNCT
iajs-2810	13	9	geological	geological	ADJ
iajs-2810	13	10	&	&	CCONJ
iajs-2810	13	11	physical	physical	PROPN
iajs-2810	13	12	sciences	sciences	PROPN
iajs-2810	13	13	,	,	PUNCT
iajs-2810	13	14	college	college	NOUN
iajs-2810	13	15	of	of	ADP
iajs-2810	13	16	pure	pure	ADJ
iajs-2810	13	17	and	and	CCONJ
iajs-2810	13	18	applied	apply	VERB
iajs-2810	13	19	8	8	NUM
iajs-2810	13	20	-	-	SYM
iajs-2810	13	21	1	1	NUM
iajs-2810	13	22	university	university	NOUN
iajs-2810	13	23	malete	malete	NOUN
iajs-2810	13	24	,	,	PUNCT
iajs-2810	13	25	pmb	pmb	PROPN
iajs-2810	13	26	1530	1530	NUM
iajs-2810	13	27	,	,	PUNCT
iajs-2810	13	28	ilorin	ilorin	PROPN
iajs-2810	13	29	,	,	PUNCT
iajs-2810	13	30	kwara	kwara	PROPN
iajs-2810	13	31	state	state	PROPN
iajs-2810	13	32	,	,	PUNCT
iajs-2810	13	33	nigeria	nigeria	PROPN
iajs-2810	13	34	.	.	PUNCT
iajs-2810	14	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
iajs-2810	14	2	file:///f:/العدد%20الثاني%202022/:%20http:/jih.uobaghdad.edu.iq	file:///f:/العدد%20الثاني%202022/:%20http:/jih.uobaghdad.edu.iq	PROPN
iajs-2810	14	3	/	/	SYM
iajs-2810	14	4	index.php	index.php	VERB
iajs-2810	14	5	/	/	SYM
iajs-2810	14	6	j	j	NOUN
iajs-2810	14	7	/	/	SYM
iajs-2810	14	8	index	index	NOUN
iajs-2810	14	9	mailto:aliru.mustapha@kwasu.edu.ng	mailto:aliru.mustapha@kwasu.edu.ng	NOUN
iajs-2810	14	10	mailto:ytokunbo.afolabi@gmail.com	mailto:ytokunbo.afolabi@gmail.com	NOUN
iajs-2810	14	11	mailto:oladelejesutomisin@gmail.com	mailto:oladelejesutomisin@gmail.com	X
iajs-2810	14	12	mailto:usmankudirat1995@gmail.com	mailto:usmankudirat1995@gmail.com	PROPN
iajs-2810	14	13	mailto:adekoyaoluwaseyi656@gmail.com	mailto:adekoyaoluwaseyi656@gmail.com	PROPN
iajs-2810	14	14	mailto:toheebahzakariyah98@yahoo.com	mailto:toheebahzakariyah98@yahoo.com	PROPN
iajs-2810	14	15	mailto:joephil20166@gmail.com	mailto:joephil20166@gmail.com	PROPN
iajs-2810	14	16	mailto:amaotoluwalasesolomon@gmail.com	mailto:amaotoluwalasesolomon@gmail.com	PROPN
iajs-2810	14	17	ihjpas	ihjpas	PROPN
iajs-2810	14	18	.	.	PUNCT
iajs-2810	15	1	53	53	NUM
iajs-2810	15	2	(	(	PUNCT
iajs-2810	15	3	3)2022	3)2022	NOUN
iajs-2810	15	4	99	99	NUM
iajs-2810	15	5	determined	determine	VERB
iajs-2810	15	6	to	to	PART
iajs-2810	15	7	meet	meet	VERB
iajs-2810	15	8	both	both	DET
iajs-2810	15	9	astm	astm	PROPN
iajs-2810	15	10	d6751	d6751	PROPN
iajs-2810	15	11	and	and	CCONJ
iajs-2810	15	12	en14214	en14214	ADJ
iajs-2810	15	13	criteria	criterion	NOUN
iajs-2810	15	14	.	.	PUNCT
iajs-2810	16	1	the	the	DET
iajs-2810	16	2	effects	effect	NOUN
iajs-2810	16	3	of	of	ADP
iajs-2810	16	4	molar	molar	ADJ
iajs-2810	16	5	ratio	ratio	NOUN
iajs-2810	16	6	,	,	PUNCT
iajs-2810	16	7	and	and	CCONJ
iajs-2810	16	8	time	time	NOUN
iajs-2810	16	9	on	on	ADP
iajs-2810	16	10	biodiesel	biodiesel	NOUN
iajs-2810	16	11	yield	yield	NOUN
iajs-2810	16	12	from	from	ADP
iajs-2810	16	13	their	their	PRON
iajs-2810	16	14	respective	respective	ADJ
iajs-2810	16	15	oils	oil	NOUN
iajs-2810	16	16	were	be	AUX
iajs-2810	16	17	important	important	ADJ
iajs-2810	16	18	parameters	parameter	NOUN
iajs-2810	16	19	that	that	PRON
iajs-2810	16	20	greatly	greatly	ADV
iajs-2810	16	21	influenced	influence	VERB
iajs-2810	16	22	the	the	DET
iajs-2810	16	23	yields	yield	NOUN
iajs-2810	16	24	,	,	PUNCT
iajs-2810	16	25	but	but	CCONJ
iajs-2810	16	26	speed	speed	NOUN
iajs-2810	16	27	only	only	ADV
iajs-2810	16	28	changed	change	VERB
iajs-2810	16	29	the	the	DET
iajs-2810	16	30	yields	yield	NOUN
iajs-2810	16	31	marginally	marginally	ADV
iajs-2810	16	32	.	.	PUNCT
iajs-2810	17	1	this	this	DET
iajs-2810	17	2	work	work	NOUN
iajs-2810	17	3	has	have	AUX
iajs-2810	17	4	addressed	address	VERB
iajs-2810	17	5	important	important	ADJ
iajs-2810	17	6	difficulties	difficulty	NOUN
iajs-2810	17	7	influencing	influence	VERB
iajs-2810	17	8	mass	mass	ADJ
iajs-2810	17	9	production	production	NOUN
iajs-2810	17	10	of	of	ADP
iajs-2810	17	11	biodiesel	biodiesel	NOUN
iajs-2810	17	12	such	such	ADJ
iajs-2810	17	13	as	as	ADP
iajs-2810	17	14	the	the	DET
iajs-2810	17	15	utilization	utilization	NOUN
iajs-2810	17	16	of	of	ADP
iajs-2810	17	17	lowcost	lowcost	PROPN
iajs-2810	17	18	feedstock	feedstock	VERB
iajs-2810	17	19	such	such	ADJ
iajs-2810	17	20	as	as	ADP
iajs-2810	17	21	non	non	ADJ
iajs-2810	17	22	-	-	ADJ
iajs-2810	17	23	edible	edible	ADJ
iajs-2810	17	24	vegetable	vegetable	NOUN
iajs-2810	17	25	oils	oil	NOUN
iajs-2810	17	26	,	,	PUNCT
iajs-2810	17	27	boosting	boost	VERB
iajs-2810	17	28	production	production	NOUN
iajs-2810	17	29	efficiency	efficiency	NOUN
iajs-2810	17	30	through	through	ADP
iajs-2810	17	31	variable	variable	ADJ
iajs-2810	17	32	optimization	optimization	NOUN
iajs-2810	17	33	of	of	ADP
iajs-2810	17	34	process	process	NOUN
iajs-2810	17	35	parameters	parameter	NOUN
iajs-2810	17	36	,	,	PUNCT
iajs-2810	17	37	and	and	CCONJ
iajs-2810	17	38	lowering	lower	VERB
iajs-2810	17	39	catalyst	catalyst	NOUN
iajs-2810	17	40	dosages	dosage	NOUN
iajs-2810	17	41	through	through	ADP
iajs-2810	17	42	catalyst	catalyst	NOUN
iajs-2810	17	43	regeneration	regeneration	NOUN
iajs-2810	17	44	.	.	PUNCT
iajs-2810	18	1	keywords	keyword	NOUN
iajs-2810	18	2	:	:	PUNCT
iajs-2810	18	3	vegetable	vegetable	NOUN
iajs-2810	18	4	-	-	PUNCT
iajs-2810	18	5	oils	oil	NOUN
iajs-2810	18	6	;	;	PUNCT
iajs-2810	18	7	biodiesel	biodiesel	NOUN
iajs-2810	18	8	,	,	PUNCT
iajs-2810	18	9	optimization	optimization	NOUN
iajs-2810	18	10	,	,	PUNCT
iajs-2810	18	11	yield	yield	NOUN
iajs-2810	18	12	;	;	PUNCT
iajs-2810	18	13	non	non	ADJ
iajs-2810	18	14	-	-	ADJ
iajs-2810	18	15	edible	edible	ADJ
iajs-2810	18	16	.	.	PUNCT
iajs-2810	19	1	1	1	X
iajs-2810	19	2	.	.	X
iajs-2810	19	3	introduction	introduction	NOUN
iajs-2810	19	4	several	several	ADJ
iajs-2810	19	5	important	important	ADJ
iajs-2810	19	6	variables	variable	NOUN
iajs-2810	19	7	influence	influence	VERB
iajs-2810	19	8	the	the	DET
iajs-2810	19	9	transesterification	transesterification	NOUN
iajs-2810	19	10	reaction	reaction	NOUN
iajs-2810	19	11	.	.	PUNCT
iajs-2810	20	1	to	to	PART
iajs-2810	20	2	achieve	achieve	VERB
iajs-2810	20	3	the	the	DET
iajs-2810	20	4	largest	large	ADJ
iajs-2810	20	5	biodiesel	biodiesel	NOUN
iajs-2810	20	6	production	production	NOUN
iajs-2810	20	7	,	,	PUNCT
iajs-2810	20	8	these	these	DET
iajs-2810	20	9	variables	variable	NOUN
iajs-2810	20	10	must	must	AUX
iajs-2810	20	11	be	be	AUX
iajs-2810	20	12	at	at	ADP
iajs-2810	20	13	their	their	PRON
iajs-2810	20	14	peak	peak	NOUN
iajs-2810	20	15	since	since	SCONJ
iajs-2810	20	16	the	the	DET
iajs-2810	20	17	rate	rate	NOUN
iajs-2810	20	18	of	of	ADP
iajs-2810	20	19	reaction	reaction	NOUN
iajs-2810	20	20	is	be	AUX
iajs-2810	20	21	influenced	influence	VERB
iajs-2810	20	22	by	by	ADP
iajs-2810	20	23	the	the	DET
iajs-2810	20	24	reaction	reaction	NOUN
iajs-2810	20	25	temperature	temperature	NOUN
iajs-2810	20	26	.	.	PUNCT
iajs-2810	21	1	a	a	DET
iajs-2810	21	2	higher	high	ADJ
iajs-2810	21	3	reaction	reaction	NOUN
iajs-2810	21	4	temperature	temperature	NOUN
iajs-2810	21	5	can	can	AUX
iajs-2810	21	6	reduce	reduce	VERB
iajs-2810	21	7	the	the	DET
iajs-2810	21	8	viscosity	viscosity	NOUN
iajs-2810	21	9	of	of	ADP
iajs-2810	21	10	oils	oil	NOUN
iajs-2810	21	11	,	,	PUNCT
iajs-2810	21	12	increasing	increase	VERB
iajs-2810	21	13	the	the	DET
iajs-2810	21	14	reaction	reaction	NOUN
iajs-2810	21	15	rate	rate	NOUN
iajs-2810	21	16	as	as	SCONJ
iajs-2810	21	17	more	more	ADJ
iajs-2810	21	18	energy	energy	NOUN
iajs-2810	21	19	was	be	AUX
iajs-2810	21	20	supplied	supply	VERB
iajs-2810	21	21	for	for	ADP
iajs-2810	21	22	the	the	DET
iajs-2810	21	23	reaction	reaction	NOUN
iajs-2810	21	24	to	to	PART
iajs-2810	21	25	occur	occur	VERB
iajs-2810	21	26	.	.	PUNCT
iajs-2810	22	1	the	the	DET
iajs-2810	22	2	reaction	reaction	NOUN
iajs-2810	22	3	temperature	temperature	NOUN
iajs-2810	22	4	must	must	AUX
iajs-2810	22	5	be	be	AUX
iajs-2810	22	6	lower	low	ADJ
iajs-2810	22	7	than	than	ADP
iajs-2810	22	8	the	the	DET
iajs-2810	22	9	alcohol	alcohol	NOUN
iajs-2810	22	10	's	's	PART
iajs-2810	22	11	boiling	boiling	NOUN
iajs-2810	22	12	point	point	NOUN
iajs-2810	22	13	(	(	PUNCT
iajs-2810	22	14	60–70	60–70	NUM
iajs-2810	22	15	oc	oc	NOUN
iajs-2810	22	16	at	at	ADP
iajs-2810	22	17	normal	normal	ADJ
iajs-2810	22	18	atmospheric	atmospheric	ADJ
iajs-2810	22	19	pressure	pressure	NOUN
iajs-2810	22	20	for	for	ADP
iajs-2810	22	21	methanol	methanol	NOUN
iajs-2810	22	22	)	)	PUNCT
iajs-2810	22	23	to	to	PART
iajs-2810	22	24	prevent	prevent	VERB
iajs-2810	22	25	the	the	DET
iajs-2810	22	26	alcohol	alcohol	NOUN
iajs-2810	22	27	from	from	ADP
iajs-2810	22	28	vaporizing	vaporize	VERB
iajs-2810	22	29	.	.	PUNCT
iajs-2810	23	1	as	as	ADP
iajs-2810	23	2	a	a	DET
iajs-2810	23	3	result	result	NOUN
iajs-2810	23	4	,	,	PUNCT
iajs-2810	23	5	raising	raise	VERB
iajs-2810	23	6	the	the	DET
iajs-2810	23	7	reaction	reaction	NOUN
iajs-2810	23	8	temperature	temperature	NOUN
iajs-2810	23	9	over	over	ADP
iajs-2810	23	10	its	its	PRON
iajs-2810	23	11	optimum	optimum	ADJ
iajs-2810	23	12	range	range	NOUN
iajs-2810	23	13	reduces	reduce	VERB
iajs-2810	23	14	biodiesel	biodiesel	NOUN
iajs-2810	23	15	yield	yield	NOUN
iajs-2810	23	16	since	since	SCONJ
iajs-2810	23	17	the	the	DET
iajs-2810	23	18	saponification	saponification	NOUN
iajs-2810	23	19	reaction	reaction	NOUN
iajs-2810	23	20	was	be	AUX
iajs-2810	23	21	quickened	quicken	VERB
iajs-2810	23	22	,	,	PUNCT
iajs-2810	23	23	resulting	result	VERB
iajs-2810	23	24	in	in	ADP
iajs-2810	23	25	less	less	ADJ
iajs-2810	23	26	biodiesel	biodiesel	NOUN
iajs-2810	23	27	.	.	PUNCT
iajs-2810	24	1	temperatures	temperature	NOUN
iajs-2810	24	2	between	between	ADP
iajs-2810	24	3	60	60	NUM
iajs-2810	24	4	and	and	CCONJ
iajs-2810	24	5	80	80	NUM
iajs-2810	24	6	oc	oc	AUX
iajs-2810	24	7	generate	generate	VERB
iajs-2810	24	8	the	the	DET
iajs-2810	24	9	best	good	ADJ
iajs-2810	24	10	production	production	NOUN
iajs-2810	24	11	,	,	PUNCT
iajs-2810	24	12	depending	depend	VERB
iajs-2810	24	13	on	on	ADP
iajs-2810	24	14	the	the	DET
iajs-2810	24	15	type	type	NOUN
iajs-2810	24	16	of	of	ADP
iajs-2810	24	17	oil	oil	NOUN
iajs-2810	24	18	[	[	X
iajs-2810	24	19	1	1	NUM
iajs-2810	24	20	-	-	SYM
iajs-2810	24	21	2	2	NUM
iajs-2810	24	22	]	]	PUNCT
iajs-2810	24	23	.	.	PUNCT
iajs-2810	25	1	the	the	DET
iajs-2810	25	2	stoichiometric	stoichiometric	ADJ
iajs-2810	25	3	ratio	ratio	NOUN
iajs-2810	25	4	of	of	ADP
iajs-2810	25	5	the	the	DET
iajs-2810	25	6	trans	trans	PROPN
iajs-2810	25	7	-	-	NOUN
iajs-2810	25	8	esterification	esterification	NOUN
iajs-2810	25	9	reaction	reaction	NOUN
iajs-2810	25	10	in	in	ADP
iajs-2810	25	11	3	3	NUM
iajs-2810	25	12	moles	mole	NOUN
iajs-2810	25	13	of	of	ADP
iajs-2810	25	14	alcohol	alcohol	NOUN
iajs-2810	25	15	and	and	CCONJ
iajs-2810	25	16	1	1	NUM
iajs-2810	25	17	mole	mole	NOUN
iajs-2810	25	18	of	of	ADP
iajs-2810	25	19	triglyceride	triglyceride	ADV
iajs-2810	25	20	produced	produce	VERB
iajs-2810	25	21	3	3	NUM
iajs-2810	25	22	moles	mole	NOUN
iajs-2810	25	23	of	of	ADP
iajs-2810	25	24	fatty	fatty	NOUN
iajs-2810	25	25	acid	acid	NOUN
iajs-2810	25	26	ester	ester	NOUN
iajs-2810	25	27	and	and	CCONJ
iajs-2810	25	28	1	1	NUM
iajs-2810	25	29	mole	mole	NOUN
iajs-2810	25	30	of	of	ADP
iajs-2810	25	31	glycerol	glycerol	NOUN
iajs-2810	25	32	.	.	PUNCT
iajs-2810	26	1	the	the	DET
iajs-2810	26	2	forward	forward	ADJ
iajs-2810	26	3	reaction	reaction	NOUN
iajs-2810	26	4	was	be	AUX
iajs-2810	26	5	more	more	ADV
iajs-2810	26	6	favorable	favorable	ADJ
iajs-2810	26	7	,	,	PUNCT
iajs-2810	26	8	during	during	ADP
iajs-2810	26	9	trans	trans	NOUN
iajs-2810	26	10	-	-	NOUN
iajs-2810	26	11	esterification	esterification	NOUN
iajs-2810	26	12	,	,	PUNCT
iajs-2810	26	13	more	more	ADJ
iajs-2810	26	14	alcohol	alcohol	NOUN
iajs-2810	26	15	was	be	AUX
iajs-2810	26	16	used	use	VERB
iajs-2810	26	17	to	to	PART
iajs-2810	26	18	ensure	ensure	VERB
iajs-2810	26	19	that	that	SCONJ
iajs-2810	26	20	the	the	DET
iajs-2810	26	21	oils	oil	NOUN
iajs-2810	26	22	were	be	AUX
iajs-2810	26	23	completely	completely	ADV
iajs-2810	26	24	converted	convert	VERB
iajs-2810	26	25	to	to	ADP
iajs-2810	26	26	ester	ester	NOUN
iajs-2810	26	27	[	[	X
iajs-2810	26	28	3	3	NUM
iajs-2810	26	29	-	-	SYM
iajs-2810	26	30	5	5	NUM
iajs-2810	26	31	]	]	PUNCT
iajs-2810	26	32	.	.	PUNCT
iajs-2810	27	1	a	a	DET
iajs-2810	27	2	larger	large	ADJ
iajs-2810	27	3	alcohol	alcohol	NOUN
iajs-2810	27	4	-	-	PUNCT
iajs-2810	27	5	to	to	ADP
iajs-2810	27	6	-	-	PUNCT
iajs-2810	27	7	triglyceride	triglyceride	ADJ
iajs-2810	27	8	ratio	ratio	NOUN
iajs-2810	27	9	can	can	AUX
iajs-2810	27	10	also	also	ADV
iajs-2810	27	11	lead	lead	VERB
iajs-2810	27	12	to	to	ADP
iajs-2810	27	13	faster	fast	ADJ
iajs-2810	27	14	ester	ester	NOUN
iajs-2810	27	15	conversion	conversion	NOUN
iajs-2810	27	16	.	.	PUNCT
iajs-2810	28	1	the	the	DET
iajs-2810	28	2	molar	molar	ADJ
iajs-2810	28	3	ratio	ratio	NOUN
iajs-2810	28	4	is	be	AUX
iajs-2810	28	5	strongly	strongly	ADV
iajs-2810	28	6	influenced	influence	VERB
iajs-2810	28	7	by	by	ADP
iajs-2810	28	8	the	the	DET
iajs-2810	28	9	type	type	NOUN
iajs-2810	28	10	of	of	ADP
iajs-2810	28	11	catalyst	catalyst	NOUN
iajs-2810	28	12	used	use	VERB
iajs-2810	28	13	.	.	PUNCT
iajs-2810	29	1	in	in	ADP
iajs-2810	29	2	base	base	NOUN
iajs-2810	29	3	-	-	PUNCT
iajs-2810	29	4	catalyzed	catalyze	VERB
iajs-2810	29	5	biodiesel	biodiesel	NOUN
iajs-2810	29	6	production	production	NOUN
iajs-2810	29	7	,	,	PUNCT
iajs-2810	29	8	a	a	DET
iajs-2810	29	9	molar	molar	ADJ
iajs-2810	29	10	ratio	ratio	NOUN
iajs-2810	29	11	of	of	ADP
iajs-2810	29	12	5:1	5:1	NUM
iajs-2810	29	13	or	or	CCONJ
iajs-2810	29	14	6:1	6:1	NUM
iajs-2810	29	15	of	of	ADP
iajs-2810	29	16	methanol	methanol	NOUN
iajs-2810	29	17	to	to	ADP
iajs-2810	29	18	oil	oil	NOUN
iajs-2810	29	19	is	be	AUX
iajs-2810	29	20	sufficient	sufficient	ADJ
iajs-2810	29	21	to	to	PART
iajs-2810	29	22	convert	convert	VERB
iajs-2810	29	23	jatropha	jatropha	NOUN
iajs-2810	29	24	oil	oil	NOUN
iajs-2810	29	25	to	to	ADP
iajs-2810	29	26	biodiesel	biodiesel	NOUN
iajs-2810	29	27	if	if	SCONJ
iajs-2810	29	28	free	free	ADJ
iajs-2810	29	29	fatty	fatty	NOUN
iajs-2810	29	30	acids	acid	NOUN
iajs-2810	29	31	after	after	ADP
iajs-2810	29	32	pretreatment	pretreatment	NOUN
iajs-2810	29	33	are	be	AUX
iajs-2810	29	34	less	less	ADJ
iajs-2810	29	35	than	than	ADP
iajs-2810	29	36	1	1	NUM
iajs-2810	29	37	%	%	NOUN
iajs-2810	29	38	[	[	X
iajs-2810	29	39	6	6	NUM
iajs-2810	29	40	-	-	SYM
iajs-2810	29	41	9	9	NUM
iajs-2810	29	42	]	]	PUNCT
iajs-2810	29	43	.	.	PUNCT
iajs-2810	30	1	if	if	SCONJ
iajs-2810	30	2	the	the	DET
iajs-2810	30	3	fraction	fraction	NOUN
iajs-2810	30	4	of	of	ADP
iajs-2810	30	5	free	free	ADJ
iajs-2810	30	6	fatty	fatty	NOUN
iajs-2810	30	7	acids	acid	NOUN
iajs-2810	30	8	in	in	ADP
iajs-2810	30	9	oils	oil	NOUN
iajs-2810	30	10	was	be	AUX
iajs-2810	30	11	large	large	ADJ
iajs-2810	30	12	,	,	PUNCT
iajs-2810	30	13	a	a	DET
iajs-2810	30	14	molar	molar	ADJ
iajs-2810	30	15	ratio	ratio	NOUN
iajs-2810	30	16	of	of	ADP
iajs-2810	30	17	20:1	20:1	NUM
iajs-2810	30	18	or	or	CCONJ
iajs-2810	30	19	24:1	24:1	NUM
iajs-2810	30	20	was	be	AUX
iajs-2810	30	21	necessary	necessary	ADJ
iajs-2810	30	22	when	when	SCONJ
iajs-2810	30	23	using	use	VERB
iajs-2810	30	24	acid	acid	NOUN
iajs-2810	30	25	-	-	PUNCT
iajs-2810	30	26	catalyzed	catalyze	VERB
iajs-2810	30	27	transesterification	transesterification	NOUN
iajs-2810	30	28	[	[	X
iajs-2810	30	29	10	10	NUM
iajs-2810	30	30	-	-	SYM
iajs-2810	30	31	13	13	NUM
iajs-2810	30	32	]	]	PUNCT
iajs-2810	30	33	.	.	PUNCT
iajs-2810	31	1	the	the	DET
iajs-2810	31	2	amount	amount	NOUN
iajs-2810	31	3	of	of	ADP
iajs-2810	31	4	catalyst	catalyst	NOUN
iajs-2810	31	5	used	use	VERB
iajs-2810	31	6	can	can	AUX
iajs-2810	31	7	alter	alter	VERB
iajs-2810	31	8	the	the	DET
iajs-2810	31	9	yield	yield	NOUN
iajs-2810	31	10	of	of	ADP
iajs-2810	31	11	biodiesel	biodiesel	NOUN
iajs-2810	31	12	produced	produce	VERB
iajs-2810	31	13	as	as	ADP
iajs-2810	31	14	basic	basic	ADJ
iajs-2810	31	15	catalysts	catalyst	NOUN
iajs-2810	31	16	are	be	AUX
iajs-2810	31	17	often	often	ADV
iajs-2810	31	18	favored	favor	VERB
iajs-2810	31	19	over	over	ADP
iajs-2810	31	20	acid	acid	NOUN
iajs-2810	31	21	catalysts	catalyst	NOUN
iajs-2810	31	22	due	due	ADP
iajs-2810	31	23	to	to	ADP
iajs-2810	31	24	their	their	PRON
iajs-2810	31	25	better	well	ADJ
iajs-2810	31	26	reactivity	reactivity	NOUN
iajs-2810	31	27	and	and	CCONJ
iajs-2810	31	28	reduced	reduced	ADJ
iajs-2810	31	29	process	process	NOUN
iajs-2810	31	30	temperature	temperature	NOUN
iajs-2810	31	31	requirements	requirement	NOUN
iajs-2810	31	32	[	[	X
iajs-2810	31	33	14	14	NUM
iajs-2810	31	34	]	]	PUNCT
iajs-2810	31	35	.	.	PUNCT
iajs-2810	32	1	freedman	freedman	PROPN
iajs-2810	32	2	et	et	PROPN
iajs-2810	32	3	al	al	PROPN
iajs-2810	32	4	.	.	PROPN
iajs-2810	33	1	and	and	CCONJ
iajs-2810	33	2	ifeoluwa	ifeoluwa	PROPN
iajs-2810	33	3	et	et	PROPN
iajs-2810	33	4	al	al	PROPN
iajs-2810	33	5	.	.	PUNCT
iajs-2810	34	1	[	[	X
iajs-2810	34	2	15	15	NUM
iajs-2810	34	3	-	-	SYM
iajs-2810	34	4	16	16	NUM
iajs-2810	34	5	]	]	PUNCT
iajs-2810	34	6	discovered	discover	VERB
iajs-2810	34	7	that	that	SCONJ
iajs-2810	34	8	sodium	sodium	NOUN
iajs-2810	34	9	methoxide	methoxide	NOUN
iajs-2810	34	10	was	be	AUX
iajs-2810	34	11	more	more	ADV
iajs-2810	34	12	effective	effective	ADJ
iajs-2810	34	13	than	than	ADP
iajs-2810	34	14	sodium	sodium	NOUN
iajs-2810	34	15	hydroxide	hydroxide	NOUN
iajs-2810	34	16	due	due	ADP
iajs-2810	34	17	to	to	ADP
iajs-2810	34	18	the	the	DET
iajs-2810	34	19	lesser	less	ADJ
iajs-2810	34	20	amount	amount	NOUN
iajs-2810	34	21	of	of	ADP
iajs-2810	34	22	water	water	NOUN
iajs-2810	34	23	produced	produce	VERB
iajs-2810	34	24	when	when	SCONJ
iajs-2810	34	25	mixing	mix	VERB
iajs-2810	34	26	sodium	sodium	NOUN
iajs-2810	34	27	hydroxide	hydroxide	NOUN
iajs-2810	34	28	with	with	ADP
iajs-2810	34	29	methanol	methanol	NOUN
iajs-2810	34	30	.	.	PUNCT
iajs-2810	35	1	as	as	SCONJ
iajs-2810	35	2	the	the	DET
iajs-2810	35	3	catalyst	catalyst	NOUN
iajs-2810	35	4	concentration	concentration	NOUN
iajs-2810	35	5	was	be	AUX
iajs-2810	35	6	increased	increase	VERB
iajs-2810	35	7	,	,	PUNCT
iajs-2810	35	8	the	the	DET
iajs-2810	35	9	conversion	conversion	NOUN
iajs-2810	35	10	of	of	ADP
iajs-2810	35	11	triglycerides	triglyceride	NOUN
iajs-2810	35	12	and	and	CCONJ
iajs-2810	35	13	the	the	DET
iajs-2810	35	14	generation	generation	NOUN
iajs-2810	35	15	of	of	ADP
iajs-2810	35	16	biodiesel	biodiesel	NOUN
iajs-2810	35	17	both	both	CCONJ
iajs-2810	35	18	increased	increase	VERB
iajs-2810	35	19	.	.	PUNCT
iajs-2810	36	1	it	it	PRON
iajs-2810	36	2	has	have	AUX
iajs-2810	36	3	been	be	AUX
iajs-2810	36	4	demonstrated	demonstrate	VERB
iajs-2810	36	5	that	that	SCONJ
iajs-2810	36	6	a	a	DET
iajs-2810	36	7	concentration	concentration	NOUN
iajs-2810	36	8	of	of	ADP
iajs-2810	36	9	naoh	naoh	NOUN
iajs-2810	36	10	in	in	ADP
iajs-2810	36	11	the	the	DET
iajs-2810	36	12	range	range	NOUN
iajs-2810	36	13	of	of	ADP
iajs-2810	36	14	1.0–1.4	1.0–1.4	NUM
iajs-2810	36	15	percent	percent	NOUN
iajs-2810	36	16	(	(	PUNCT
iajs-2810	36	17	w	w	NOUN
iajs-2810	36	18	/	/	SYM
iajs-2810	36	19	w	w	NOUN
iajs-2810	36	20	)	)	PUNCT
iajs-2810	36	21	converts	convert	VERB
iajs-2810	36	22	jatropha	jatropha	NOUN
iajs-2810	36	23	oil	oil	NOUN
iajs-2810	36	24	to	to	ADP
iajs-2810	36	25	methyl	methyl	NOUN
iajs-2810	36	26	ester	ester	NOUN
iajs-2810	36	27	by	by	ADP
iajs-2810	36	28	90–98	90–98	NUM
iajs-2810	36	29	%	%	NOUN
iajs-2810	36	30	.	.	PUNCT
iajs-2810	37	1	[	[	X
iajs-2810	37	2	17	17	NUM
iajs-2810	37	3	-	-	SYM
iajs-2810	37	4	19	19	NUM
iajs-2810	37	5	]	]	PUNCT
iajs-2810	37	6	.	.	PUNCT
iajs-2810	38	1	about	about	ADV
iajs-2810	38	2	95–99	95–99	NUM
iajs-2810	38	3	%	%	NOUN
iajs-2810	38	4	of	of	ADP
iajs-2810	38	5	jatropha	jatropha	NOUN
iajs-2810	38	6	biodiesel	biodiesel	NOUN
iajs-2810	38	7	has	have	AUX
iajs-2810	38	8	been	be	AUX
iajs-2810	38	9	obtained	obtain	VERB
iajs-2810	38	10	with	with	ADP
iajs-2810	38	11	koh	koh	PROPN
iajs-2810	38	12	concentrations	concentration	NOUN
iajs-2810	38	13	ranging	range	VERB
iajs-2810	38	14	from	from	ADP
iajs-2810	38	15	0.55	0.55	NUM
iajs-2810	38	16	to	to	ADP
iajs-2810	38	17	2.0	2.0	NUM
iajs-2810	38	18	percent	percent	NOUN
iajs-2810	38	19	(	(	PUNCT
iajs-2810	38	20	w	w	NOUN
iajs-2810	38	21	/	/	SYM
iajs-2810	38	22	w	w	NOUN
iajs-2810	38	23	)	)	PUNCT
iajs-2810	39	1	[	[	X
iajs-2810	39	2	20	20	NUM
iajs-2810	39	3	-	-	SYM
iajs-2810	39	4	21	21	NUM
iajs-2810	39	5	]	]	PUNCT
iajs-2810	39	6	.	.	PUNCT
iajs-2810	40	1	however	however	ADV
iajs-2810	40	2	,	,	PUNCT
iajs-2810	40	3	if	if	SCONJ
iajs-2810	40	4	the	the	DET
iajs-2810	40	5	alkali	alkali	ADJ
iajs-2810	40	6	catalysts	catalyst	NOUN
iajs-2810	40	7	were	be	AUX
iajs-2810	40	8	used	use	VERB
iajs-2810	40	9	at	at	ADP
iajs-2810	40	10	higher	high	ADJ
iajs-2810	40	11	concentrations	concentration	NOUN
iajs-2810	40	12	than	than	ADP
iajs-2810	40	13	their	their	PRON
iajs-2810	40	14	optimum	optimum	NOUN
iajs-2810	40	15	,	,	PUNCT
iajs-2810	40	16	the	the	DET
iajs-2810	40	17	generation	generation	NOUN
iajs-2810	40	18	of	of	ADP
iajs-2810	40	19	biodiesel	biodiesel	NOUN
iajs-2810	40	20	was	be	AUX
iajs-2810	40	21	reduced	reduce	VERB
iajs-2810	40	22	because	because	SCONJ
iajs-2810	40	23	more	more	ADJ
iajs-2810	40	24	soap	soap	NOUN
iajs-2810	40	25	was	be	AUX
iajs-2810	40	26	generated	generate	VERB
iajs-2810	40	27	[	[	PUNCT
iajs-2810	40	28	22	22	NUM
iajs-2810	40	29	]	]	PUNCT
iajs-2810	40	30	according	accord	VERB
iajs-2810	40	31	to	to	ADP
iajs-2810	40	32	the	the	DET
iajs-2810	40	33	literature	literature	NOUN
iajs-2810	40	34	,	,	PUNCT
iajs-2810	40	35	as	as	SCONJ
iajs-2810	40	36	the	the	DET
iajs-2810	40	37	reaction	reaction	NOUN
iajs-2810	40	38	time	time	NOUN
iajs-2810	40	39	reduces	reduce	VERB
iajs-2810	40	40	,	,	PUNCT
iajs-2810	40	41	the	the	DET
iajs-2810	40	42	conversion	conversion	NOUN
iajs-2810	40	43	rate	rate	NOUN
iajs-2810	40	44	increases	increase	NOUN
iajs-2810	40	45	.	.	PUNCT
iajs-2810	41	1	because	because	SCONJ
iajs-2810	41	2	the	the	DET
iajs-2810	41	3	alcohol	alcohol	NOUN
iajs-2810	41	4	was	be	AUX
iajs-2810	41	5	blended	blend	VERB
iajs-2810	41	6	and	and	CCONJ
iajs-2810	41	7	spread	spread	VERB
iajs-2810	41	8	into	into	ADP
iajs-2810	41	9	the	the	DET
iajs-2810	41	10	oil	oil	NOUN
iajs-2810	41	11	,	,	PUNCT
iajs-2810	41	12	the	the	DET
iajs-2810	41	13	reaction	reaction	NOUN
iajs-2810	41	14	was	be	AUX
iajs-2810	41	15	first	first	ADV
iajs-2810	41	16	delayed	delay	VERB
iajs-2810	41	17	.	.	PUNCT
iajs-2810	42	1	after	after	ADP
iajs-2810	42	2	a	a	DET
iajs-2810	42	3	period	period	NOUN
iajs-2810	42	4	,	,	PUNCT
iajs-2810	42	5	the	the	DET
iajs-2810	42	6	reaction	reaction	NOUN
iajs-2810	42	7	picks	pick	VERB
iajs-2810	42	8	up	up	ADP
iajs-2810	42	9	pace	pace	NOUN
iajs-2810	42	10	until	until	SCONJ
iajs-2810	42	11	it	it	PRON
iajs-2810	42	12	reaches	reach	VERB
iajs-2810	42	13	its	its	PRON
iajs-2810	42	14	maximum	maximum	ADJ
iajs-2810	42	15	yield	yield	NOUN
iajs-2810	42	16	.	.	PUNCT
iajs-2810	43	1	for	for	ADP
iajs-2810	43	2	base	base	NOUN
iajs-2810	43	3	-	-	PUNCT
iajs-2810	43	4	catalyzed	catalyze	VERB
iajs-2810	43	5	transesterification	transesterification	NOUN
iajs-2810	43	6	,	,	PUNCT
iajs-2810	43	7	the	the	DET
iajs-2810	43	8	output	output	NOUN
iajs-2810	43	9	of	of	ADP
iajs-2810	43	10	biodiesel	biodiesel	NOUN
iajs-2810	43	11	peaks	peak	NOUN
iajs-2810	43	12	at	at	ADP
iajs-2810	43	13	120	120	NUM
iajs-2810	43	14	minutes	minute	NOUN
iajs-2810	43	15	or	or	CCONJ
iajs-2810	43	16	less	less	ADJ
iajs-2810	43	17	[	[	SYM
iajs-2810	43	18	1	1	NUM
iajs-2810	43	19	]	]	PUNCT
iajs-2810	43	20	.	.	PUNCT
iajs-2810	44	1	acid	acid	PROPN
iajs-2810	44	2	catalyzed	catalyze	VERB
iajs-2810	44	3	transihjpas	transihjpas	NOUN
iajs-2810	44	4	.	.	PUNCT
iajs-2810	45	1	53	53	NUM
iajs-2810	45	2	(	(	PUNCT
iajs-2810	45	3	3)2022	3)2022	NOUN
iajs-2810	45	4	100	100	NUM
iajs-2810	45	5	esterification	esterification	NOUN
iajs-2810	45	6	takes	take	VERB
iajs-2810	45	7	much	much	ADV
iajs-2810	45	8	longer	long	ADJ
iajs-2810	45	9	than	than	ADP
iajs-2810	45	10	base	base	NOUN
iajs-2810	45	11	catalyzed	catalyze	VERB
iajs-2810	45	12	trans	trans	NOUN
iajs-2810	45	13	-	-	NOUN
iajs-2810	45	14	esterification	esterification	NOUN
iajs-2810	45	15	because	because	SCONJ
iajs-2810	45	16	base	base	ADJ
iajs-2810	45	17	catalysts	catalyst	NOUN
iajs-2810	45	18	are	be	AUX
iajs-2810	45	19	frequently	frequently	ADV
iajs-2810	45	20	more	more	ADV
iajs-2810	45	21	reactive	reactive	ADJ
iajs-2810	45	22	than	than	ADP
iajs-2810	45	23	acid	acid	ADJ
iajs-2810	45	24	catalysts	catalyst	NOUN
iajs-2810	45	25	[	[	X
iajs-2810	45	26	14	14	NUM
iajs-2810	45	27	]	]	PUNCT
iajs-2810	45	28	.	.	PUNCT
iajs-2810	46	1	according	accord	VERB
iajs-2810	46	2	to	to	ADP
iajs-2810	46	3	previous	previous	ADJ
iajs-2810	46	4	studies	study	NOUN
iajs-2810	46	5	[	[	X
iajs-2810	46	6	12	12	NUM
iajs-2810	46	7	-	-	SYM
iajs-2810	46	8	13	13	NUM
iajs-2810	46	9	]	]	PUNCT
iajs-2810	46	10	,	,	PUNCT
iajs-2810	46	11	the	the	DET
iajs-2810	46	12	reaction	reaction	NOUN
iajs-2810	46	13	time	time	NOUN
iajs-2810	46	14	needed	need	VERB
iajs-2810	46	15	to	to	PART
iajs-2810	46	16	convert	convert	VERB
iajs-2810	46	17	triglycerides	triglyceride	NOUN
iajs-2810	46	18	to	to	ADP
iajs-2810	46	19	biodiesel	biodiesel	NOUN
iajs-2810	46	20	might	might	AUX
iajs-2810	46	21	be	be	AUX
iajs-2810	46	22	anywhere	anywhere	ADV
iajs-2810	46	23	from	from	ADP
iajs-2810	46	24	18	18	NUM
iajs-2810	46	25	to	to	PART
iajs-2810	46	26	24	24	NUM
iajs-2810	46	27	hours	hour	NOUN
iajs-2810	46	28	.	.	PUNCT
iajs-2810	47	1	on	on	ADP
iajs-2810	47	2	the	the	DET
iajs-2810	47	3	other	other	ADJ
iajs-2810	47	4	hand	hand	NOUN
iajs-2810	47	5	,	,	PUNCT
iajs-2810	47	6	excessive	excessive	ADJ
iajs-2810	47	7	reaction	reaction	NOUN
iajs-2810	47	8	time	time	NOUN
iajs-2810	47	9	would	would	AUX
iajs-2810	47	10	limit	limit	VERB
iajs-2810	47	11	the	the	DET
iajs-2810	47	12	product	product	NOUN
iajs-2810	47	13	yield	yield	NOUN
iajs-2810	47	14	due	due	ADP
iajs-2810	47	15	to	to	ADP
iajs-2810	47	16	the	the	DET
iajs-2810	47	17	reverse	reverse	ADJ
iajs-2810	47	18	reaction	reaction	NOUN
iajs-2810	47	19	of	of	ADP
iajs-2810	47	20	trans	trans	NOUN
iajs-2810	47	21	-	-	NOUN
iajs-2810	47	22	esterification	esterification	NOUN
iajs-2810	47	23	,	,	PUNCT
iajs-2810	47	24	which	which	PRON
iajs-2810	47	25	causes	cause	VERB
iajs-2810	47	26	more	more	ADJ
iajs-2810	47	27	fatty	fatty	NOUN
iajs-2810	47	28	acids	acid	NOUN
iajs-2810	47	29	to	to	PART
iajs-2810	47	30	be	be	AUX
iajs-2810	47	31	produced	produce	VERB
iajs-2810	47	32	in	in	ADP
iajs-2810	47	33	the	the	DET
iajs-2810	47	34	form	form	NOUN
iajs-2810	47	35	of	of	ADP
iajs-2810	47	36	soaps	soap	NOUN
iajs-2810	47	37	[	[	X
iajs-2810	47	38	20	20	NUM
iajs-2810	47	39	]	]	PUNCT
iajs-2810	47	40	.	.	PUNCT
iajs-2810	48	1	before	before	SCONJ
iajs-2810	48	2	biodiesel	biodiesel	NOUN
iajs-2810	48	3	can	can	AUX
iajs-2810	48	4	be	be	AUX
iajs-2810	48	5	developed	develop	VERB
iajs-2810	48	6	and	and	CCONJ
iajs-2810	48	7	optimized	optimize	VERB
iajs-2810	48	8	on	on	ADP
iajs-2810	48	9	a	a	DET
iajs-2810	48	10	large	large	ADJ
iajs-2810	48	11	scale	scale	NOUN
iajs-2810	48	12	,	,	PUNCT
iajs-2810	48	13	many	many	ADJ
iajs-2810	48	14	factors	factor	NOUN
iajs-2810	48	15	and	and	CCONJ
iajs-2810	48	16	difficulties	difficulty	NOUN
iajs-2810	48	17	must	must	AUX
iajs-2810	48	18	be	be	AUX
iajs-2810	48	19	resolved	resolve	VERB
iajs-2810	48	20	.	.	PUNCT
iajs-2810	49	1	the	the	DET
iajs-2810	49	2	key	key	ADJ
iajs-2810	49	3	issues	issue	NOUN
iajs-2810	49	4	include	include	VERB
iajs-2810	49	5	the	the	DET
iajs-2810	49	6	utilization	utilization	NOUN
iajs-2810	49	7	of	of	ADP
iajs-2810	49	8	low	low	ADJ
iajs-2810	49	9	-	-	PUNCT
iajs-2810	49	10	cost	cost	NOUN
iajs-2810	49	11	feedstock	feedstock	NOUN
iajs-2810	49	12	such	such	ADJ
iajs-2810	49	13	as	as	ADP
iajs-2810	49	14	non	non	ADJ
iajs-2810	49	15	-	-	ADJ
iajs-2810	49	16	edible	edible	ADJ
iajs-2810	49	17	vegetable	vegetable	NOUN
iajs-2810	49	18	oils	oil	NOUN
iajs-2810	49	19	,	,	PUNCT
iajs-2810	49	20	increasing	increase	VERB
iajs-2810	49	21	production	production	NOUN
iajs-2810	49	22	efficiency	efficiency	NOUN
iajs-2810	49	23	through	through	ADP
iajs-2810	49	24	optimization	optimization	NOUN
iajs-2810	49	25	of	of	ADP
iajs-2810	49	26	process	process	NOUN
iajs-2810	49	27	parameters	parameter	NOUN
iajs-2810	49	28	,	,	PUNCT
iajs-2810	49	29	lowering	lower	VERB
iajs-2810	49	30	catalyst	catalyst	NOUN
iajs-2810	49	31	costs	cost	NOUN
iajs-2810	49	32	through	through	ADP
iajs-2810	49	33	catalyst	catalyst	NOUN
iajs-2810	49	34	regeneration	regeneration	NOUN
iajs-2810	49	35	,	,	PUNCT
iajs-2810	49	36	and	and	CCONJ
iajs-2810	49	37	the	the	DET
iajs-2810	49	38	optimization	optimization	NOUN
iajs-2810	49	39	of	of	ADP
iajs-2810	49	40	process	process	NOUN
iajs-2810	49	41	parameters	parameter	NOUN
iajs-2810	49	42	to	to	PART
iajs-2810	49	43	maximize	maximize	VERB
iajs-2810	49	44	the	the	DET
iajs-2810	49	45	biodiesel	biodiesel	NOUN
iajs-2810	49	46	yield	yield	NOUN
iajs-2810	49	47	.	.	PUNCT
iajs-2810	50	1	this	this	DET
iajs-2810	50	2	work	work	NOUN
iajs-2810	50	3	seeks	seek	VERB
iajs-2810	50	4	to	to	PART
iajs-2810	50	5	address	address	VERB
iajs-2810	50	6	these	these	DET
iajs-2810	50	7	issues	issue	NOUN
iajs-2810	50	8	.	.	PUNCT
iajs-2810	51	1	2	2	X
iajs-2810	51	2	.	.	X
iajs-2810	51	3	materials	material	NOUN
iajs-2810	51	4	and	and	CCONJ
iajs-2810	51	5	procedures	procedure	NOUN
iajs-2810	51	6	the	the	DET
iajs-2810	51	7	three	three	NUM
iajs-2810	51	8	seeds	seed	NOUN
iajs-2810	51	9	of	of	ADP
iajs-2810	51	10	jatropha	jatropha	NOUN
iajs-2810	51	11	(	(	PUNCT
iajs-2810	51	12	jatropha	jatropha	NOUN
iajs-2810	51	13	curcas	curca	NOUN
iajs-2810	51	14	)	)	PUNCT
iajs-2810	51	15	,	,	PUNCT
iajs-2810	51	16	sesame	sesame	NOUN
iajs-2810	51	17	(	(	PUNCT
iajs-2810	51	18	sesamum	sesamum	ADJ
iajs-2810	51	19	indicum	indicum	NOUN
iajs-2810	51	20	)	)	PUNCT
iajs-2810	51	21	and	and	CCONJ
iajs-2810	51	22	sweet	sweet	ADJ
iajs-2810	51	23	almond	almond	NOUN
iajs-2810	51	24	(	(	PUNCT
iajs-2810	51	25	prunusamygdalus	prunusamygdalus	ADJ
iajs-2810	51	26	dulcis	dulcis	PROPN
iajs-2810	51	27	)	)	PUNCT
iajs-2810	51	28	,	,	PUNCT
iajs-2810	51	29	and	and	CCONJ
iajs-2810	51	30	were	be	AUX
iajs-2810	51	31	collected	collect	VERB
iajs-2810	51	32	in	in	ADP
iajs-2810	51	33	ilorin	ilorin	NOUN
iajs-2810	51	34	markets	market	NOUN
iajs-2810	51	35	in	in	ADP
iajs-2810	51	36	kwara	kwara	PROPN
iajs-2810	51	37	state	state	PROPN
iajs-2810	51	38	,	,	PUNCT
iajs-2810	51	39	nigeria	nigeria	PROPN
iajs-2810	51	40	.	.	PUNCT
iajs-2810	52	1	sigma	sigma	PROPN
iajs-2810	52	2	aldrich	aldrich	PROPN
iajs-2810	52	3	provided	provide	VERB
iajs-2810	52	4	the	the	DET
iajs-2810	52	5	chemicals	chemical	NOUN
iajs-2810	52	6	and	and	CCONJ
iajs-2810	52	7	equipment	equipment	NOUN
iajs-2810	52	8	(	(	PUNCT
iajs-2810	52	9	gillingham	gillingham	PROPN
iajs-2810	52	10	,	,	PUNCT
iajs-2810	52	11	dorset	dorset	NOUN
iajs-2810	52	12	,	,	PUNCT
iajs-2810	52	13	uk	uk	PROPN
iajs-2810	52	14	)	)	PUNCT
iajs-2810	52	15	.	.	PUNCT
iajs-2810	53	1	cold	cold	ADJ
iajs-2810	53	2	oil	oil	NOUN
iajs-2810	53	3	extraction	extraction	NOUN
iajs-2810	53	4	was	be	AUX
iajs-2810	53	5	used	use	VERB
iajs-2810	53	6	to	to	PART
iajs-2810	53	7	extract	extract	VERB
iajs-2810	53	8	refined	refined	ADJ
iajs-2810	53	9	jatropha	jatropha	NOUN
iajs-2810	53	10	oil	oil	NOUN
iajs-2810	53	11	(	(	PUNCT
iajs-2810	53	12	rjo	rjo	NOUN
iajs-2810	53	13	)	)	PUNCT
iajs-2810	53	14	,	,	PUNCT
iajs-2810	53	15	sweet	sweet	ADJ
iajs-2810	53	16	almond	almond	NOUN
iajs-2810	53	17	oil	oil	NOUN
iajs-2810	53	18	(	(	PUNCT
iajs-2810	53	19	rsao	rsao	NOUN
iajs-2810	53	20	)	)	PUNCT
iajs-2810	53	21	,	,	PUNCT
iajs-2810	53	22	and	and	CCONJ
iajs-2810	53	23	sesame	sesame	ADJ
iajs-2810	53	24	oil	oil	NOUN
iajs-2810	53	25	(	(	PUNCT
iajs-2810	53	26	cso	cso	PROPN
iajs-2810	53	27	)	)	PUNCT
iajs-2810	53	28	from	from	ADP
iajs-2810	53	29	crude	crude	ADJ
iajs-2810	53	30	jatropha	jatropha	NOUN
iajs-2810	53	31	oil	oil	NOUN
iajs-2810	53	32	(	(	PUNCT
iajs-2810	53	33	cjo	cjo	NOUN
iajs-2810	53	34	)	)	PUNCT
iajs-2810	53	35	,	,	PUNCT
iajs-2810	53	36	sweet	sweet	ADJ
iajs-2810	53	37	almond	almond	NOUN
iajs-2810	53	38	oil	oil	NOUN
iajs-2810	53	39	(	(	PUNCT
iajs-2810	53	40	csao	csao	NOUN
iajs-2810	53	41	)	)	PUNCT
iajs-2810	53	42	,	,	PUNCT
iajs-2810	53	43	and	and	CCONJ
iajs-2810	53	44	sesame	sesame	ADJ
iajs-2810	53	45	oil	oil	NOUN
iajs-2810	53	46	(	(	PUNCT
iajs-2810	53	47	cso	cso	PROPN
iajs-2810	53	48	)	)	PUNCT
iajs-2810	53	49	(	(	PUNCT
iajs-2810	53	50	rso	rso	PROPN
iajs-2810	53	51	)	)	PUNCT
iajs-2810	53	52	.	.	PUNCT
iajs-2810	54	1	following	follow	VERB
iajs-2810	54	2	refinement	refinement	NOUN
iajs-2810	54	3	,	,	PUNCT
iajs-2810	54	4	the	the	DET
iajs-2810	54	5	oils	oil	NOUN
iajs-2810	54	6	were	be	AUX
iajs-2810	54	7	transesterified	transesterifie	VERB
iajs-2810	54	8	to	to	PART
iajs-2810	54	9	obtain	obtain	VERB
iajs-2810	54	10	refined	refined	ADJ
iajs-2810	54	11	jatropha	jatropha	NOUN
iajs-2810	54	12	biodiesel	biodiesel	NOUN
iajs-2810	54	13	(	(	PUNCT
iajs-2810	54	14	rjb	rjb	PROPN
iajs-2810	54	15	)	)	PUNCT
iajs-2810	54	16	,	,	PUNCT
iajs-2810	54	17	sweet	sweet	ADJ
iajs-2810	54	18	almond	almond	NOUN
iajs-2810	54	19	biodiesel	biodiesel	NOUN
iajs-2810	54	20	(	(	PUNCT
iajs-2810	54	21	rsab	rsab	VERB
iajs-2810	54	22	)	)	PUNCT
iajs-2810	54	23	,	,	PUNCT
iajs-2810	54	24	and	and	CCONJ
iajs-2810	54	25	sesame	sesame	ADJ
iajs-2810	54	26	biodiesel	biodiesel	NOUN
iajs-2810	54	27	(	(	PUNCT
iajs-2810	54	28	rsb	rsb	PROPN
iajs-2810	54	29	)	)	PUNCT
iajs-2810	54	30	using	use	VERB
iajs-2810	54	31	the	the	DET
iajs-2810	54	32	two	two	NUM
iajs-2810	54	33	-	-	PUNCT
iajs-2810	54	34	step	step	NOUN
iajs-2810	54	35	method	method	NOUN
iajs-2810	54	36	recommended	recommend	VERB
iajs-2810	54	37	by	by	ADP
iajs-2810	54	38	the	the	DET
iajs-2810	54	39	american	american	ADJ
iajs-2810	54	40	standard	standard	PROPN
iajs-2810	54	41	for	for	ADP
iajs-2810	54	42	testing	testing	NOUN
iajs-2810	54	43	materials	material	NOUN
iajs-2810	54	44	,	,	PUNCT
iajs-2810	54	45	the	the	DET
iajs-2810	54	46	association	association	NOUN
iajs-2810	54	47	of	of	ADP
iajs-2810	54	48	official	official	ADJ
iajs-2810	54	49	analytical	analytical	ADJ
iajs-2810	54	50	chemists	chemist	NOUN
iajs-2810	54	51	and	and	CCONJ
iajs-2810	54	52	mustapha	mustapha	PROPN
iajs-2810	54	53	et	et	PROPN
iajs-2810	54	54	al	al	PROPN
iajs-2810	54	55	.	.	PUNCT
iajs-2810	55	1	[	[	X
iajs-2810	55	2	22	22	NUM
iajs-2810	55	3	-	-	SYM
iajs-2810	55	4	26	26	NUM
iajs-2810	55	5	]	]	PUNCT
iajs-2810	55	6	.	.	PUNCT
iajs-2810	56	1	2.1the	2.1the	DET
iajs-2810	56	2	response	response	NOUN
iajs-2810	56	3	surface	surface	NOUN
iajs-2810	56	4	method	method	NOUN
iajs-2810	56	5	for	for	ADP
iajs-2810	56	6	optimization	optimization	NOUN
iajs-2810	56	7	of	of	ADP
iajs-2810	56	8	biodiesel	biodiesel	NOUN
iajs-2810	56	9	the	the	DET
iajs-2810	56	10	response	response	NOUN
iajs-2810	56	11	surface	surface	NOUN
iajs-2810	56	12	method	method	NOUN
iajs-2810	56	13	(	(	PUNCT
iajs-2810	56	14	rsm	rsm	PROPN
iajs-2810	56	15	)	)	PUNCT
iajs-2810	56	16	is	be	AUX
iajs-2810	56	17	a	a	DET
iajs-2810	56	18	technique	technique	NOUN
iajs-2810	56	19	for	for	ADP
iajs-2810	56	20	calculating	calculate	VERB
iajs-2810	56	21	the	the	DET
iajs-2810	56	22	number	number	NOUN
iajs-2810	56	23	of	of	ADP
iajs-2810	56	24	parameters	parameter	NOUN
iajs-2810	56	25	it	it	PRON
iajs-2810	56	26	takes	take	VERB
iajs-2810	56	27	for	for	ADP
iajs-2810	56	28	optimal	optimal	ADJ
iajs-2810	56	29	response	response	NOUN
iajs-2810	56	30	.	.	PUNCT
iajs-2810	57	1	correlations	correlation	NOUN
iajs-2810	57	2	between	between	ADP
iajs-2810	57	3	independent	independent	ADJ
iajs-2810	57	4	and	and	CCONJ
iajs-2810	57	5	response	response	NOUN
iajs-2810	57	6	variables	variable	NOUN
iajs-2810	57	7	are	be	AUX
iajs-2810	57	8	established	establish	VERB
iajs-2810	57	9	using	use	VERB
iajs-2810	57	10	the	the	DET
iajs-2810	57	11	rsm	rsm	PROPN
iajs-2810	57	12	approach	approach	NOUN
iajs-2810	57	13	.	.	PUNCT
iajs-2810	58	1	although	although	SCONJ
iajs-2810	58	2	box	box	PROPN
iajs-2810	58	3	and	and	CCONJ
iajs-2810	58	4	wilson	wilson	PROPN
iajs-2810	58	5	[	[	X
iajs-2810	58	6	27	27	NUM
iajs-2810	58	7	]	]	PUNCT
iajs-2810	58	8	were	be	AUX
iajs-2810	58	9	the	the	DET
iajs-2810	58	10	first	first	ADJ
iajs-2810	58	11	to	to	PART
iajs-2810	58	12	create	create	VERB
iajs-2810	58	13	a	a	DET
iajs-2810	58	14	model	model	NOUN
iajs-2810	58	15	or	or	CCONJ
iajs-2810	58	16	optimal	optimal	ADJ
iajs-2810	58	17	response	response	NOUN
iajs-2810	58	18	using	use	VERB
iajs-2810	58	19	experimental	experimental	ADJ
iajs-2810	58	20	data	datum	NOUN
iajs-2810	58	21	,	,	PUNCT
iajs-2810	58	22	various	various	ADJ
iajs-2810	58	23	techniques	technique	NOUN
iajs-2810	58	24	to	to	PART
iajs-2810	58	25	process	process	VERB
iajs-2810	58	26	optimization	optimization	NOUN
iajs-2810	58	27	have	have	AUX
iajs-2810	58	28	expanded	expand	VERB
iajs-2810	58	29	its	its	PRON
iajs-2810	58	30	practical	practical	ADJ
iajs-2810	58	31	use	use	NOUN
iajs-2810	58	32	.	.	PUNCT
iajs-2810	59	1	the	the	DET
iajs-2810	59	2	p	p	NOUN
iajs-2810	59	3	-	-	PUNCT
iajs-2810	59	4	value	value	NOUN
iajs-2810	59	5	for	for	ADP
iajs-2810	59	6	each	each	PRON
iajs-2810	59	7	of	of	ADP
iajs-2810	59	8	the	the	DET
iajs-2810	59	9	models	model	NOUN
iajs-2810	59	10	can	can	AUX
iajs-2810	59	11	be	be	AUX
iajs-2810	59	12	determined	determine	VERB
iajs-2810	59	13	using	use	VERB
iajs-2810	59	14	anova	anova	PROPN
iajs-2810	59	15	.	.	PUNCT
iajs-2810	60	1	when	when	SCONJ
iajs-2810	60	2	the	the	DET
iajs-2810	60	3	values	value	NOUN
iajs-2810	60	4	were	be	AUX
iajs-2810	60	5	less	less	ADJ
iajs-2810	60	6	than	than	ADP
iajs-2810	60	7	0.05	0.05	NUM
iajs-2810	60	8	,	,	PUNCT
iajs-2810	60	9	the	the	DET
iajs-2810	60	10	0.05	0.05	NUM
iajs-2810	60	11	p	p	NOUN
iajs-2810	60	12	-	-	PUNCT
iajs-2810	60	13	value	value	NOUN
iajs-2810	60	14	for	for	ADP
iajs-2810	60	15	most	most	ADJ
iajs-2810	60	16	process	process	NOUN
iajs-2810	60	17	variables	variable	NOUN
iajs-2810	60	18	was	be	AUX
iajs-2810	60	19	favorable	favorable	ADJ
iajs-2810	60	20	,	,	PUNCT
iajs-2810	60	21	indicating	indicate	VERB
iajs-2810	60	22	that	that	SCONJ
iajs-2810	60	23	model	model	NOUN
iajs-2810	60	24	terms	term	NOUN
iajs-2810	60	25	were	be	AUX
iajs-2810	60	26	significant	significant	ADJ
iajs-2810	60	27	.	.	PUNCT
iajs-2810	61	1	design	design	NOUN
iajs-2810	61	2	expert	expert	PROPN
iajs-2810	61	3	ii	ii	PROPN
iajs-2810	61	4	was	be	AUX
iajs-2810	61	5	chosen	choose	VERB
iajs-2810	61	6	as	as	ADP
iajs-2810	61	7	the	the	DET
iajs-2810	61	8	statistical	statistical	ADJ
iajs-2810	61	9	tool	tool	NOUN
iajs-2810	61	10	because	because	SCONJ
iajs-2810	61	11	it	it	PRON
iajs-2810	61	12	includes	include	VERB
iajs-2810	61	13	the	the	DET
iajs-2810	61	14	three	three	NUM
iajs-2810	61	15	minimal	minimal	ADJ
iajs-2810	61	16	categories	category	NOUN
iajs-2810	61	17	of	of	ADP
iajs-2810	61	18	input	input	NOUN
iajs-2810	61	19	and	and	CCONJ
iajs-2810	61	20	response	response	NOUN
iajs-2810	61	21	variables	variable	NOUN
iajs-2810	61	22	,	,	PUNCT
iajs-2810	61	23	as	as	ADV
iajs-2810	61	24	well	well	ADV
iajs-2810	61	25	as	as	ADP
iajs-2810	61	26	anticipated	anticipate	VERB
iajs-2810	61	27	and	and	CCONJ
iajs-2810	61	28	experimental	experimental	ADJ
iajs-2810	61	29	values	value	NOUN
iajs-2810	61	30	,	,	PUNCT
iajs-2810	61	31	which	which	PRON
iajs-2810	61	32	are	be	AUX
iajs-2810	61	33	required	require	VERB
iajs-2810	61	34	for	for	ADP
iajs-2810	61	35	the	the	DET
iajs-2810	61	36	adequacy	adequacy	NOUN
iajs-2810	61	37	assessment	assessment	NOUN
iajs-2810	61	38	.	.	PUNCT
iajs-2810	62	1	2.2	2.2	NUM
iajs-2810	62	2	.	.	PUNCT
iajs-2810	62	3	design	design	NOUN
iajs-2810	62	4	of	of	ADP
iajs-2810	62	5	experiments	experiment	NOUN
iajs-2810	62	6	to	to	PART
iajs-2810	62	7	produce	produce	VERB
iajs-2810	62	8	reliable	reliable	ADJ
iajs-2810	62	9	anova	anova	PROPN
iajs-2810	62	10	models	model	NOUN
iajs-2810	62	11	,	,	PUNCT
iajs-2810	62	12	the	the	DET
iajs-2810	62	13	rsm	rsm	NOUN
iajs-2810	62	14	must	must	AUX
iajs-2810	62	15	create	create	VERB
iajs-2810	62	16	a	a	DET
iajs-2810	62	17	design	design	NOUN
iajs-2810	62	18	of	of	ADP
iajs-2810	62	19	experiments	experiment	NOUN
iajs-2810	62	20	(	(	PUNCT
iajs-2810	62	21	doe	doe	NOUN
iajs-2810	62	22	)	)	PUNCT
iajs-2810	62	23	using	use	VERB
iajs-2810	62	24	the	the	DET
iajs-2810	62	25	smallest	small	ADJ
iajs-2810	62	26	amount	amount	NOUN
iajs-2810	62	27	of	of	ADP
iajs-2810	62	28	data	datum	NOUN
iajs-2810	62	29	possible	possible	ADJ
iajs-2810	62	30	.	.	PUNCT
iajs-2810	63	1	because	because	SCONJ
iajs-2810	63	2	box	box	NOUN
iajs-2810	63	3	–	–	PUNCT
iajs-2810	63	4	behnken	behnken	ADJ
iajs-2810	63	5	design	design	NOUN
iajs-2810	63	6	(	(	PUNCT
iajs-2810	63	7	bbd	bbd	NOUN
iajs-2810	63	8	)	)	PUNCT
iajs-2810	63	9	designs	design	NOUN
iajs-2810	63	10	do	do	AUX
iajs-2810	63	11	not	not	PART
iajs-2810	63	12	contain	contain	VERB
iajs-2810	63	13	axial	axial	ADJ
iajs-2810	63	14	points	point	NOUN
iajs-2810	63	15	,	,	PUNCT
iajs-2810	63	16	all	all	DET
iajs-2810	63	17	design	design	NOUN
iajs-2810	63	18	points	point	NOUN
iajs-2810	63	19	must	must	AUX
iajs-2810	63	20	fall	fall	VERB
iajs-2810	63	21	between	between	ADP
iajs-2810	63	22	operating	operate	VERB
iajs-2810	63	23	restrictions	restriction	NOUN
iajs-2810	63	24	,	,	PUNCT
iajs-2810	63	25	and	and	CCONJ
iajs-2810	63	26	a	a	DET
iajs-2810	63	27	design	design	NOUN
iajs-2810	63	28	matrix	matrix	NOUN
iajs-2810	63	29	(	(	PUNCT
iajs-2810	63	30	inputs	input	NOUN
iajs-2810	63	31	)	)	PUNCT
iajs-2810	63	32	must	must	AUX
iajs-2810	63	33	be	be	AUX
iajs-2810	63	34	constructed	construct	VERB
iajs-2810	63	35	using	use	VERB
iajs-2810	63	36	a	a	DET
iajs-2810	63	37	bbd	bbd	NOUN
iajs-2810	63	38	.	.	PUNCT
iajs-2810	64	1	it	it	PRON
iajs-2810	64	2	necessitates	necessitate	VERB
iajs-2810	64	3	a	a	DET
iajs-2810	64	4	decrease	decrease	NOUN
iajs-2810	64	5	in	in	ADP
iajs-2810	64	6	the	the	DET
iajs-2810	64	7	number	number	NOUN
iajs-2810	64	8	of	of	ADP
iajs-2810	64	9	treatment	treatment	NOUN
iajs-2810	64	10	options	option	NOUN
iajs-2810	64	11	.	.	PUNCT
iajs-2810	65	1	the	the	DET
iajs-2810	65	2	input	input	NOUN
iajs-2810	65	3	components	component	NOUN
iajs-2810	65	4	(	(	PUNCT
iajs-2810	65	5	molar	molar	ADJ
iajs-2810	65	6	ratio	ratio	NOUN
iajs-2810	65	7	,	,	PUNCT
iajs-2810	65	8	time	time	NOUN
iajs-2810	65	9	and	and	CCONJ
iajs-2810	65	10	speed	speed	NOUN
iajs-2810	65	11	)	)	PUNCT
iajs-2810	65	12	in	in	ADP
iajs-2810	65	13	fixed	fix	VERB
iajs-2810	65	14	catalyst	catalyst	NOUN
iajs-2810	65	15	and	and	CCONJ
iajs-2810	65	16	temperature	temperature	NOUN
iajs-2810	65	17	were	be	AUX
iajs-2810	65	18	chosen	choose	VERB
iajs-2810	65	19	in	in	ADP
iajs-2810	65	20	a	a	DET
iajs-2810	65	21	variety	variety	NOUN
iajs-2810	65	22	of	of	ADP
iajs-2810	65	23	combinations	combination	NOUN
iajs-2810	65	24	to	to	PART
iajs-2810	65	25	give	give	VERB
iajs-2810	65	26	yield	yield	NOUN
iajs-2810	65	27	as	as	ADP
iajs-2810	65	28	an	an	DET
iajs-2810	65	29	output	output	NOUN
iajs-2810	65	30	.	.	PUNCT
iajs-2810	66	1	a	a	DET
iajs-2810	66	2	fixed	fix	VERB
iajs-2810	66	3	ihjpas	ihjpa	NOUN
iajs-2810	66	4	.	.	PUNCT
iajs-2810	67	1	53	53	NUM
iajs-2810	67	2	(	(	PUNCT
iajs-2810	67	3	3)2022	3)2022	NOUN
iajs-2810	67	4	101	101	NUM
iajs-2810	67	5	sodium	sodium	NOUN
iajs-2810	67	6	hydoxide	hydoxide	NOUN
iajs-2810	67	7	dose	dose	NOUN
iajs-2810	67	8	of	of	ADP
iajs-2810	67	9	1.0	1.0	NUM
iajs-2810	67	10	wt	wt	NOUN
iajs-2810	67	11	.	.	PUNCT
iajs-2810	68	1	%	%	INTJ
iajs-2810	68	2	,	,	PUNCT
iajs-2810	68	3	a	a	DET
iajs-2810	68	4	molar	molar	ADJ
iajs-2810	68	5	ratio	ratio	NOUN
iajs-2810	68	6	of	of	ADP
iajs-2810	68	7	1:3	1:3	NUM
iajs-2810	68	8	,	,	PUNCT
iajs-2810	68	9	1:6	1:6	NUM
iajs-2810	68	10	,	,	PUNCT
iajs-2810	68	11	1:12	1:12	NUM
iajs-2810	68	12	,	,	PUNCT
iajs-2810	68	13	and	and	CCONJ
iajs-2810	68	14	a	a	DET
iajs-2810	68	15	temperature	temperature	NOUN
iajs-2810	68	16	of	of	ADP
iajs-2810	68	17	60	60	NUM
iajs-2810	68	18	oc	oc	NOUN
iajs-2810	68	19	were	be	AUX
iajs-2810	68	20	randomly	randomly	ADV
iajs-2810	68	21	tuned	tune	VERB
iajs-2810	68	22	with	with	ADP
iajs-2810	68	23	variable	variable	ADJ
iajs-2810	68	24	time	time	NOUN
iajs-2810	68	25	(	(	PUNCT
iajs-2810	68	26	20	20	NUM
iajs-2810	68	27	,	,	PUNCT
iajs-2810	68	28	40	40	NUM
iajs-2810	68	29	,	,	PUNCT
iajs-2810	68	30	60	60	NUM
iajs-2810	68	31	min	min	NOUN
iajs-2810	68	32	)	)	PUNCT
iajs-2810	68	33	,	,	PUNCT
iajs-2810	68	34	and	and	CCONJ
iajs-2810	68	35	speed	speed	NOUN
iajs-2810	68	36	(	(	PUNCT
iajs-2810	68	37	500	500	NUM
iajs-2810	68	38	,	,	PUNCT
iajs-2810	68	39	750	750	NUM
iajs-2810	68	40	,	,	PUNCT
iajs-2810	68	41	1000	1000	NUM
iajs-2810	68	42	rpm	rpm	NOUN
iajs-2810	68	43	)	)	PUNCT
iajs-2810	69	1	[	[	X
iajs-2810	69	2	26	26	NUM
iajs-2810	69	3	]	]	PUNCT
iajs-2810	69	4	.	.	PUNCT
iajs-2810	70	1	table1	table1	PROPN
iajs-2810	70	2	.	.	PUNCT
iajs-2810	71	1	design	design	NOUN
iajs-2810	71	2	levels	level	NOUN
iajs-2810	71	3	with	with	ADP
iajs-2810	71	4	multiple	multiple	ADJ
iajs-2810	71	5	independent	independent	ADJ
iajs-2810	71	6	variables	variable	NOUN
iajs-2810	71	7	.	.	PUNCT
iajs-2810	72	1	3	3	X
iajs-2810	72	2	.	.	X
iajs-2810	72	3	biodiesel	biodiesel	NOUN
iajs-2810	72	4	optimization	optimization	NOUN
iajs-2810	72	5	test	test	NOUN
iajs-2810	72	6	matrices	matrix	NOUN
iajs-2810	72	7	were	be	AUX
iajs-2810	72	8	developed	develop	VERB
iajs-2810	72	9	using	use	VERB
iajs-2810	72	10	a	a	DET
iajs-2810	72	11	fixed	fix	VERB
iajs-2810	72	12	sodium	sodium	NOUN
iajs-2810	72	13	hydroxide	hydroxide	NOUN
iajs-2810	72	14	dose	dose	NOUN
iajs-2810	72	15	and	and	CCONJ
iajs-2810	72	16	time	time	NOUN
iajs-2810	72	17	.	.	PUNCT
iajs-2810	73	1	3.1	3.1	NUM
iajs-2810	73	2	.	.	PUNCT
iajs-2810	73	3	biodiesel	biodiesel	NOUN
iajs-2810	73	4	derived	derive	VERB
iajs-2810	73	5	from	from	ADP
iajs-2810	73	6	refined	refined	ADJ
iajs-2810	73	7	jatropha	jatropha	NOUN
iajs-2810	73	8	biodiesel	biodiesel	NOUN
iajs-2810	73	9	(	(	PUNCT
iajs-2810	73	10	rjb	rjb	PROPN
iajs-2810	73	11	)	)	PUNCT
iajs-2810	73	12	table	table	NOUN
iajs-2810	73	13	2	2	NUM
iajs-2810	73	14	.	.	PUNCT
iajs-2810	73	15	experimental	experimental	ADJ
iajs-2810	73	16	matrix	matrix	NOUN
iajs-2810	73	17	with	with	ADP
iajs-2810	73	18	a	a	DET
iajs-2810	73	19	variety	variety	NOUN
iajs-2810	73	20	of	of	ADP
iajs-2810	73	21	molar	molar	ADJ
iajs-2810	73	22	ratios	ratio	NOUN
iajs-2810	73	23	,	,	PUNCT
iajs-2810	73	24	times	time	NOUN
iajs-2810	73	25	,	,	PUNCT
iajs-2810	73	26	and	and	CCONJ
iajs-2810	73	27	speeds	speed	NOUN
iajs-2810	73	28	factor	factor	NOUN
iajs-2810	73	29	1	1	NUM
iajs-2810	73	30	factor	factor	NOUN
iajs-2810	73	31	2	2	NUM
iajs-2810	73	32	factor	factor	NOUN
iajs-2810	73	33	3	3	NUM
iajs-2810	73	34	response	response	NOUN
iajs-2810	73	35	run	run	VERB
iajs-2810	73	36	a	a	DET
iajs-2810	73	37	:	:	PUNCT
iajs-2810	73	38	molar	molar	ADJ
iajs-2810	73	39	ratio	ratio	NOUN
iajs-2810	73	40	b	b	PROPN
iajs-2810	73	41	:	:	PUNCT
iajs-2810	73	42	time	time	NOUN
iajs-2810	73	43	c	c	NOUN
iajs-2810	73	44	:	:	PUNCT
iajs-2810	73	45	speed	speed	NOUN
iajs-2810	73	46	yield	yield	NOUN
iajs-2810	73	47	(	(	PUNCT
iajs-2810	73	48	%	%	INTJ
iajs-2810	73	49	)	)	PUNCT
iajs-2810	73	50	s	s	VERB
iajs-2810	73	51	rpm	rpm	ADJ
iajs-2810	73	52	actual	actual	ADJ
iajs-2810	73	53	predicted	predict	VERB
iajs-2810	73	54	1	1	NUM
iajs-2810	73	55	7.5	7.5	NUM
iajs-2810	73	56	45	45	NUM
iajs-2810	73	57	750	750	NUM
iajs-2810	73	58	80.00	80.00	NUM
iajs-2810	73	59	80.00	80.00	NUM
iajs-2810	73	60	2	2	NUM
iajs-2810	73	61	7.5	7.5	NUM
iajs-2810	73	62	45	45	NUM
iajs-2810	73	63	750	750	NUM
iajs-2810	73	64	80.00	80.00	NUM
iajs-2810	73	65	80.00	80.00	NUM
iajs-2810	73	66	3	3	NUM
iajs-2810	73	67	12	12	NUM
iajs-2810	73	68	60	60	NUM
iajs-2810	73	69	750	750	NUM
iajs-2810	73	70	73.30	73.30	NUM
iajs-2810	73	71	75.64	75.64	NUM
iajs-2810	73	72	4	4	NUM
iajs-2810	73	73	7.5	7.5	NUM
iajs-2810	73	74	60	60	NUM
iajs-2810	73	75	500	500	NUM
iajs-2810	73	76	86.67	86.67	NUM
iajs-2810	73	77	82.34	82.34	NUM
iajs-2810	73	78	5	5	NUM
iajs-2810	73	79	12	12	NUM
iajs-2810	73	80	45	45	NUM
iajs-2810	73	81	1000	1000	NUM
iajs-2810	73	82	96.00	96.00	NUM
iajs-2810	73	83	89.32	89.32	NUM
iajs-2810	73	84	6	6	NUM
iajs-2810	73	85	7.5	7.5	NUM
iajs-2810	73	86	45	45	NUM
iajs-2810	73	87	750	750	NUM
iajs-2810	73	88	80.00	80.00	NUM
iajs-2810	73	89	80.00	80.00	NUM
iajs-2810	73	90	7	7	NUM
iajs-2810	73	91	7.5	7.5	NUM
iajs-2810	73	92	30	30	NUM
iajs-2810	73	93	1000	1000	NUM
iajs-2810	73	94	66.70	66.70	NUM
iajs-2810	73	95	71.03	71.03	NUM
iajs-2810	73	96	8	8	NUM
iajs-2810	73	97	3	3	NUM
iajs-2810	73	98	60	60	NUM
iajs-2810	73	99	750	750	NUM
iajs-2810	73	100	80.00	80.00	NUM
iajs-2810	73	101	77.66	77.66	NUM
iajs-2810	73	102	9	9	NUM
iajs-2810	73	103	3	3	NUM
iajs-2810	73	104	45	45	NUM
iajs-2810	73	105	500	500	NUM
iajs-2810	73	106	82.67	82.67	NUM
iajs-2810	73	107	89.35	89.35	NUM
iajs-2810	73	108	10	10	NUM
iajs-2810	73	109	12	12	NUM
iajs-2810	73	110	45	45	NUM
iajs-2810	73	111	500	500	NUM
iajs-2810	73	112	85.30	85.30	NUM
iajs-2810	73	113	87.30	87.30	NUM
iajs-2810	73	114	11	11	NUM
iajs-2810	73	115	7.5	7.5	NUM
iajs-2810	73	116	45	45	NUM
iajs-2810	73	117	750	750	NUM
iajs-2810	73	118	80.00	80.00	NUM
iajs-2810	73	119	80.00	80.00	NUM
iajs-2810	73	120	12	12	NUM
iajs-2810	73	121	12	12	NUM
iajs-2810	73	122	30	30	NUM
iajs-2810	73	123	750	750	NUM
iajs-2810	73	124	73.30	73.30	NUM
iajs-2810	73	125	75.65	75.65	NUM
iajs-2810	73	126	13	13	NUM
iajs-2810	73	127	3	3	NUM
iajs-2810	73	128	30	30	NUM
iajs-2810	73	129	750	750	NUM
iajs-2810	73	130	66.70	66.70	NUM
iajs-2810	73	131	64.36	64.36	NUM
iajs-2810	73	132	14	14	NUM
iajs-2810	73	133	7.5	7.5	NUM
iajs-2810	73	134	60	60	NUM
iajs-2810	73	135	1000	1000	NUM
iajs-2810	73	136	73.30	73.30	NUM
iajs-2810	73	137	77.64	77.64	NUM
iajs-2810	73	138	15	15	NUM
iajs-2810	73	139	7.5	7.5	NUM
iajs-2810	73	140	45	45	NUM
iajs-2810	73	141	750	750	NUM
iajs-2810	73	142	80.00	80.00	NUM
iajs-2810	73	143	80.00	80.00	NUM
iajs-2810	73	144	16	16	NUM
iajs-2810	73	145	7.5	7.5	NUM
iajs-2810	73	146	30	30	NUM
iajs-2810	73	147	500	500	NUM
iajs-2810	73	148	80.00	80.00	NUM
iajs-2810	73	149	75.66	75.66	NUM
iajs-2810	73	150	17	17	NUM
iajs-2810	73	151	3	3	NUM
iajs-2810	73	152	45	45	NUM
iajs-2810	73	153	1000	1000	NUM
iajs-2810	73	154	80.00	80.00	NUM
iajs-2810	73	155	78.00	78.00	NUM
iajs-2810	73	156	based	base	VERB
iajs-2810	73	157	on	on	ADP
iajs-2810	73	158	the	the	DET
iajs-2810	73	159	three	three	NUM
iajs-2810	73	160	levels	level	NOUN
iajs-2810	73	161	of	of	ADP
iajs-2810	73	162	inputs	input	NOUN
iajs-2810	73	163	,	,	PUNCT
iajs-2810	73	164	the	the	DET
iajs-2810	73	165	design	design	NOUN
iajs-2810	73	166	expert	expert	NOUN
iajs-2810	73	167	program	program	NOUN
iajs-2810	73	168	generated	generate	VERB
iajs-2810	73	169	the	the	DET
iajs-2810	73	170	most	most	ADJ
iajs-2810	73	171	number	number	NOUN
iajs-2810	73	172	of	of	ADP
iajs-2810	73	173	runs	run	NOUN
iajs-2810	73	174	possible	possible	ADJ
iajs-2810	73	175	.	.	PUNCT
iajs-2810	74	1	figure	figure	NOUN
iajs-2810	74	2	1	1	NUM
iajs-2810	74	3	depicts	depict	VERB
iajs-2810	74	4	the	the	DET
iajs-2810	74	5	link	link	NOUN
iajs-2810	74	6	between	between	ADP
iajs-2810	74	7	the	the	DET
iajs-2810	74	8	actual	actual	ADJ
iajs-2810	74	9	values	value	NOUN
iajs-2810	74	10	acquired	acquire	VERB
iajs-2810	74	11	experimentally	experimentally	ADV
iajs-2810	74	12	(	(	PUNCT
iajs-2810	74	13	table	table	NOUN
iajs-2810	74	14	2	2	NUM
iajs-2810	74	15	)	)	PUNCT
iajs-2810	74	16	and	and	CCONJ
iajs-2810	74	17	the	the	DET
iajs-2810	74	18	yield	yield	NOUN
iajs-2810	74	19	values	value	NOUN
iajs-2810	74	20	predicted	predict	VERB
iajs-2810	74	21	by	by	ADP
iajs-2810	74	22	various	various	ADJ
iajs-2810	74	23	models	model	NOUN
iajs-2810	74	24	.	.	PUNCT
iajs-2810	75	1	independent	independent	ADJ
iajs-2810	75	2	factors	factor	NOUN
iajs-2810	75	3	to	to	PART
iajs-2810	75	4	production	production	VERB
iajs-2810	75	5	molar	molar	ADJ
iajs-2810	75	6	ratio	ratio	NOUN
iajs-2810	75	7	1:3	1:3	NUM
iajs-2810	75	8	,	,	PUNCT
iajs-2810	75	9	1:6	1:6	NUM
iajs-2810	75	10	,	,	PUNCT
iajs-2810	75	11	1:12	1:12	NUM
iajs-2810	75	12	naoh	naoh	NOUN
iajs-2810	75	13	(	(	PUNCT
iajs-2810	75	14	%	%	NOUN
iajs-2810	75	15	)	)	PUNCT
iajs-2810	75	16	1	1	NUM
iajs-2810	75	17	speed	speed	NOUN
iajs-2810	75	18	(	(	PUNCT
iajs-2810	75	19	rpm	rpm	PROPN
iajs-2810	75	20	)	)	PUNCT
iajs-2810	75	21	500	500	NUM
iajs-2810	75	22	,	,	PUNCT
iajs-2810	75	23	750	750	NUM
iajs-2810	75	24	,	,	PUNCT
iajs-2810	75	25	1000	1000	NUM
iajs-2810	75	26	temperature	temperature	NOUN
iajs-2810	75	27	(	(	PUNCT
iajs-2810	75	28	oc	oc	NOUN
iajs-2810	75	29	)	)	PUNCT
iajs-2810	75	30	60	60	NUM
iajs-2810	75	31	time	time	NOUN
iajs-2810	75	32	(	(	PUNCT
iajs-2810	75	33	min	min	NOUN
iajs-2810	75	34	)	)	PUNCT
iajs-2810	75	35	20	20	NUM
iajs-2810	75	36	,	,	PUNCT
iajs-2810	75	37	40	40	NUM
iajs-2810	75	38	,	,	PUNCT
iajs-2810	75	39	60	60	NUM
iajs-2810	75	40	ihjpas	ihjpa	NOUN
iajs-2810	75	41	.	.	PUNCT
iajs-2810	76	1	53	53	NUM
iajs-2810	76	2	(	(	PUNCT
iajs-2810	76	3	3)2022	3)2022	NOUN
iajs-2810	76	4	102	102	NUM
iajs-2810	76	5	figure	figure	NOUN
iajs-2810	76	6	1	1	NUM
iajs-2810	76	7	.	.	PUNCT
iajs-2810	76	8	shows	show	VERB
iajs-2810	76	9	a	a	DET
iajs-2810	76	10	scatter	scatter	NOUN
iajs-2810	76	11	diagram	diagram	NOUN
iajs-2810	76	12	with	with	ADP
iajs-2810	76	13	the	the	DET
iajs-2810	76	14	3d	3d	PROPN
iajs-2810	76	15	surfaces	surface	NOUN
iajs-2810	76	16	that	that	PRON
iajs-2810	76	17	correspond	correspond	VERB
iajs-2810	76	18	to	to	ADP
iajs-2810	76	19	it	it	PRON
iajs-2810	76	20	.	.	PUNCT
iajs-2810	77	1	the	the	DET
iajs-2810	77	2	variance	variance	NOUN
iajs-2810	77	3	analysis	analysis	NOUN
iajs-2810	77	4	(	(	PUNCT
iajs-2810	77	5	anova	anova	PROPN
iajs-2810	77	6	)	)	PUNCT
iajs-2810	77	7	the	the	DET
iajs-2810	77	8	equation	equation	NOUN
iajs-2810	77	9	represents	represent	VERB
iajs-2810	77	10	the	the	DET
iajs-2810	77	11	second	second	ADJ
iajs-2810	77	12	polynomial	polynomial	ADJ
iajs-2810	77	13	functions	function	NOUN
iajs-2810	77	14	in	in	ADP
iajs-2810	77	15	terms	term	NOUN
iajs-2810	77	16	of	of	ADP
iajs-2810	77	17	the	the	DET
iajs-2810	77	18	actual	actual	ADJ
iajs-2810	77	19	components	component	NOUN
iajs-2810	77	20	used	use	VERB
iajs-2810	77	21	to	to	PART
iajs-2810	77	22	describe	describe	VERB
iajs-2810	77	23	yield	yield	NOUN
iajs-2810	77	24	in	in	ADP
iajs-2810	77	25	terms	term	NOUN
iajs-2810	77	26	of	of	ADP
iajs-2810	77	27	actual	actual	ADJ
iajs-2810	77	28	factors	factor	NOUN
iajs-2810	77	29	,	,	PUNCT
iajs-2810	77	30	the	the	DET
iajs-2810	77	31	following	follow	VERB
iajs-2810	77	32	is	be	AUX
iajs-2810	77	33	the	the	DET
iajs-2810	77	34	final	final	ADJ
iajs-2810	77	35	equation	equation	NOUN
iajs-2810	77	36	:	:	PUNCT
iajs-2810	77	37	yield	yield	NOUN
iajs-2810	77	38	=	=	SYM
iajs-2810	77	39	+46.78389	+46.78389	PROPN
iajs-2810	77	40	-	-	PUNCT
iajs-2810	77	41	0.478426molar	0.478426molar	ADJ
iajs-2810	77	42	ratio+3.79436time-0.143413speed-0.049259molar	ratio+3.79436time-0.143413speed-0.049259molar	NOUN
iajs-2810	77	43	ratio	ratio	NOUN
iajs-2810	77	44	*	*	PUNCT
iajs-2810	77	45	time+0.002971	time+0.002971	INTJ
iajs-2810	77	46	molar	molar	ADJ
iajs-2810	77	47	ratio	ratio	NOUN
iajs-2810	77	48	*	*	PUNCT
iajs-2810	77	49	speed-4.66667e-06time	speed-4.66667e-06time	NOUN
iajs-2810	77	50	*	*	PUNCT
iajs-2810	77	51	speed+0.065432molar	speed+0.065432molar	ADJ
iajs-2810	77	52	ratio²-0.035556	ratio²-0.035556	PRON
iajs-2810	77	53	time²+0.000075speed²	time²+0.000075speed²	NOUN
iajs-2810	77	54	(	(	PUNCT
iajs-2810	77	55	1	1	NUM
iajs-2810	77	56	)	)	PUNCT
iajs-2810	77	57	table	table	NOUN
iajs-2810	77	58	3.anova	3.anova	NUM
iajs-2810	77	59	quadratic	quadratic	ADJ
iajs-2810	77	60	model	model	NOUN
iajs-2810	77	61	"	"	PUNCT
iajs-2810	77	62	rjb	rjb	NOUN
iajs-2810	77	63	yield	yield	NOUN
iajs-2810	77	64	"	"	PUNCT
iajs-2810	77	65	source	source	NOUN
iajs-2810	77	66	sum	sum	NOUN
iajs-2810	77	67	of	of	ADP
iajs-2810	77	68	squares	square	NOUN
iajs-2810	77	69	df	df	PROPN
iajs-2810	77	70	mean	mean	VERB
iajs-2810	77	71	square	square	ADJ
iajs-2810	77	72	f	f	NOUN
iajs-2810	77	73	-	-	PUNCT
iajs-2810	77	74	value	value	NOUN
iajs-2810	77	75	p	p	NOUN
iajs-2810	77	76	-	-	PUNCT
iajs-2810	77	77	value	value	NOUN
iajs-2810	77	78	model	model	NOUN
iajs-2810	77	79	614.62	614.62	NUM
iajs-2810	77	80	9	9	NUM
iajs-2810	77	81	68.29	68.29	NUM
iajs-2810	77	82	2.46	2.46	NUM
iajs-2810	77	83	0.1243	0.1243	PRON
iajs-2810	77	84	not	not	PART
iajs-2810	77	85	significant	significant	ADJ
iajs-2810	77	86	a	a	DET
iajs-2810	77	87	-	-	PUNCT
iajs-2810	77	88	molar	molar	ADJ
iajs-2810	77	89	ratio	ratio	NOUN
iajs-2810	77	90	42.92	42.92	NUM
iajs-2810	77	91	1	1	NUM
iajs-2810	77	92	42.92	42.92	NUM
iajs-2810	77	93	1.55	1.55	NUM
iajs-2810	77	94	0.2538	0.2538	NUM
iajs-2810	77	95	b	b	NUM
iajs-2810	77	96	-	-	PUNCT
iajs-2810	77	97	time	time	NOUN
iajs-2810	77	98	88.25	88.25	NUM
iajs-2810	77	99	1	1	NUM
iajs-2810	77	100	88.25	88.25	NUM
iajs-2810	77	101	3.18	3.18	NUM
iajs-2810	77	102	0.1178	0.1178	NUM
iajs-2810	77	103	c	c	NOUN
iajs-2810	77	104	-	-	PUNCT
iajs-2810	77	105	speed	speed	NOUN
iajs-2810	77	106	43.43	43.43	NUM
iajs-2810	77	107	1	1	NUM
iajs-2810	77	108	43.43	43.43	NUM
iajs-2810	77	109	1.56	1.56	NUM
iajs-2810	77	110	0.2512	0.2512	NUM
iajs-2810	77	111	ab	ab	NOUN
iajs-2810	77	112	44.22	44.22	NUM
iajs-2810	77	113	1	1	NUM
iajs-2810	77	114	44.22	44.22	NUM
iajs-2810	77	115	1.59	1.59	NUM
iajs-2810	77	116	0.2474	0.2474	NUM
iajs-2810	77	117	ac	ac	ADP
iajs-2810	77	118	44.69	44.69	NUM
iajs-2810	77	119	1	1	NUM
iajs-2810	77	120	44.69	44.69	NUM
iajs-2810	77	121	1.61	1.61	NUM
iajs-2810	77	122	0.2451	0.2451	NUM
iajs-2810	77	123	bc	bc	PROPN
iajs-2810	77	124	0.0012	0.0012	NUM
iajs-2810	77	125	1	1	NUM
iajs-2810	77	126	0.0012	0.0012	NUM
iajs-2810	77	127	0.0000	0.0000	NUM
iajs-2810	77	128	0.9949	0.9949	NUM
iajs-2810	77	129	a²	a²	NOUN
iajs-2810	77	130	7.39	7.39	NUM
iajs-2810	77	131	1	1	NUM
iajs-2810	77	132	7.39	7.39	NUM
iajs-2810	77	133	0.2662	0.2662	NUM
iajs-2810	77	134	0.6218	0.6218	NUM
iajs-2810	77	135	b²	b²	NOUN
iajs-2810	77	136	269.47	269.47	NUM
iajs-2810	77	137	1	1	NUM
iajs-2810	77	138	269.47	269.47	NUM
iajs-2810	77	139	9.71	9.71	NUM
iajs-2810	77	140	0.0170	0.0170	NUM
iajs-2810	77	141	c²	c²	NOUN
iajs-2810	77	142	91.73	91.73	NUM
iajs-2810	77	143	1	1	NUM
iajs-2810	77	144	91.73	91.73	NUM
iajs-2810	77	145	3.30	3.30	NUM
iajs-2810	77	146	0.1120	0.1120	NUM
iajs-2810	77	147	residual	residual	ADJ
iajs-2810	77	148	194.36	194.36	NUM
iajs-2810	77	149	7	7	NUM
iajs-2810	77	150	27.77	27.77	NUM
iajs-2810	77	151	lack	lack	NOUN
iajs-2810	77	152	of	of	ADP
iajs-2810	77	153	fit	fit	ADJ
iajs-2810	77	154	194.36	194.36	NUM
iajs-2810	77	155	3	3	NUM
iajs-2810	77	156	64.79	64.79	NUM
iajs-2810	77	157	pure	pure	ADJ
iajs-2810	77	158	error	error	NOUN
iajs-2810	77	159	0.0000	0.0000	NUM
iajs-2810	77	160	4	4	NUM
iajs-2810	77	161	0.0000	0.0000	NUM
iajs-2810	77	162	cor	cor	NOUN
iajs-2810	77	163	total	total	PROPN
iajs-2810	77	164	808.99	808.99	NUM
iajs-2810	77	165	16	16	NUM
iajs-2810	77	166	ihjpas	ihjpa	NOUN
iajs-2810	77	167	.	.	PUNCT
iajs-2810	78	1	53	53	NUM
iajs-2810	78	2	(	(	PUNCT
iajs-2810	78	3	3)2022	3)2022	NOUN
iajs-2810	78	4	103	103	NUM
iajs-2810	78	5	table	table	NOUN
iajs-2810	78	6	4	4	NUM
iajs-2810	78	7	:	:	PUNCT
iajs-2810	78	8	constraints	constraint	NOUN
iajs-2810	78	9	for	for	ADP
iajs-2810	78	10	rjb	rjb	NOUN
iajs-2810	78	11	biodiesel	biodiesel	NOUN
iajs-2810	78	12	optimization	optimization	NOUN
iajs-2810	78	13	name	name	NOUN
iajs-2810	78	14	goal	goal	NOUN
iajs-2810	78	15	lower	low	ADJ
iajs-2810	78	16	limit	limit	VERB
iajs-2810	78	17	upper	upper	ADJ
iajs-2810	78	18	limit	limit	NOUN
iajs-2810	78	19	lower	low	ADJ
iajs-2810	78	20	weight	weight	NOUN
iajs-2810	78	21	upper	upper	ADJ
iajs-2810	78	22	weight	weight	NOUN
iajs-2810	78	23	importance	importance	NOUN
iajs-2810	78	24	a	a	PRON
iajs-2810	78	25	:	:	PUNCT
iajs-2810	78	26	molar	molar	ADJ
iajs-2810	78	27	ratio	ratio	NOUN
iajs-2810	78	28	minimize	minimize	VERB
iajs-2810	78	29	3	3	NUM
iajs-2810	78	30	12	12	NUM
iajs-2810	78	31	1	1	NUM
iajs-2810	78	32	1	1	NUM
iajs-2810	78	33	3	3	NUM
iajs-2810	78	34	b	b	NOUN
iajs-2810	78	35	:	:	PUNCT
iajs-2810	78	36	time	time	NOUN
iajs-2810	78	37	minimize	minimize	VERB
iajs-2810	78	38	30	30	NUM
iajs-2810	78	39	60	60	NUM
iajs-2810	78	40	1	1	NUM
iajs-2810	78	41	1	1	NUM
iajs-2810	78	42	3	3	NUM
iajs-2810	78	43	c	c	NOUN
iajs-2810	78	44	:	:	PUNCT
iajs-2810	78	45	speed	speed	NOUN
iajs-2810	78	46	minimize	minimize	VERB
iajs-2810	78	47	500	500	NUM
iajs-2810	78	48	1000	1000	NUM
iajs-2810	78	49	1	1	NUM
iajs-2810	78	50	1	1	NUM
iajs-2810	78	51	3	3	NUM
iajs-2810	78	52	yield	yield	NOUN
iajs-2810	78	53	maximize	maximize	VERB
iajs-2810	78	54	66.7	66.7	NUM
iajs-2810	78	55	96	96	NUM
iajs-2810	78	56	1	1	NUM
iajs-2810	78	57	1	1	NUM
iajs-2810	78	58	3	3	NUM
iajs-2810	78	59	table	table	NOUN
iajs-2810	78	60	5	5	NUM
iajs-2810	78	61	.	.	PUNCT
iajs-2810	78	62	results	result	NOUN
iajs-2810	78	63	discovered	discover	VERB
iajs-2810	78	64	based	base	VERB
iajs-2810	78	65	on	on	ADP
iajs-2810	78	66	the	the	DET
iajs-2810	78	67	rsab	rsab	ADJ
iajs-2810	78	68	biodiesel	biodiesel	NOUN
iajs-2810	78	69	optimization	optimization	NOUN
iajs-2810	78	70	scenario	scenario	NOUN
iajs-2810	78	71	number	number	NOUN
iajs-2810	78	72	molar	molar	PROPN
iajs-2810	78	73	ratio	ratio	NOUN
iajs-2810	78	74	time	time	NOUN
iajs-2810	78	75	speed	speed	NOUN
iajs-2810	78	76	yield	yield	NOUN
iajs-2810	78	77	desirability	desirability	NOUN
iajs-2810	78	78	1	1	NUM
iajs-2810	78	79	3.000	3.000	NUM
iajs-2810	78	80	40.910	40.910	NUM
iajs-2810	78	81	500.000	500.000	NUM
iajs-2810	78	82	86.937	86.937	NUM
iajs-2810	78	83	0.843	0.843	NUM
iajs-2810	78	84	selected	select	VERB
iajs-2810	78	85	2	2	NUM
iajs-2810	78	86	3.000	3.000	NUM
iajs-2810	78	87	41.024	41.024	NUM
iajs-2810	78	88	500.000	500.000	NUM
iajs-2810	78	89	87.021	87.021	NUM
iajs-2810	78	90	0.843	0.843	NUM
iajs-2810	78	91	3	3	NUM
iajs-2810	78	92	3.000	3.000	NUM
iajs-2810	78	93	41.102	41.102	NUM
iajs-2810	78	94	500.000	500.000	NUM
iajs-2810	78	95	87.077	87.077	NUM
iajs-2810	78	96	0.843	0.843	NUM
iajs-2810	78	97	4	4	NUM
iajs-2810	78	98	3.000	3.000	NUM
iajs-2810	78	99	40.609	40.609	NUM
iajs-2810	78	100	500.000	500.000	NUM
iajs-2810	78	101	86.712	86.712	NUM
iajs-2810	78	102	0.843	0.843	NUM
iajs-2810	78	103	5	5	NUM
iajs-2810	78	104	3.000	3.000	NUM
iajs-2810	78	105	40.372	40.372	NUM
iajs-2810	78	106	500.000	500.000	NUM
iajs-2810	78	107	86.531	86.531	NUM
iajs-2810	78	108	0.843	0.843	NUM
iajs-2810	78	109	tables	table	NOUN
iajs-2810	78	110	2–4	2–4	PROPN
iajs-2810	78	111	show	show	VERB
iajs-2810	78	112	desirability	desirability	NOUN
iajs-2810	78	113	functions	function	NOUN
iajs-2810	78	114	for	for	ADP
iajs-2810	78	115	three	three	NUM
iajs-2810	78	116	different	different	ADJ
iajs-2810	78	117	criteria	criterion	NOUN
iajs-2810	78	118	using	use	VERB
iajs-2810	78	119	varied	varied	ADJ
iajs-2810	78	120	input	input	NOUN
iajs-2810	78	121	components	component	NOUN
iajs-2810	78	122	(	(	PUNCT
iajs-2810	78	123	molar	molar	ADJ
iajs-2810	78	124	ratio	ratio	NOUN
iajs-2810	78	125	,	,	PUNCT
iajs-2810	78	126	time	time	NOUN
iajs-2810	78	127	and	and	CCONJ
iajs-2810	78	128	speed	speed	NOUN
iajs-2810	78	129	)	)	PUNCT
iajs-2810	78	130	for	for	ADP
iajs-2810	78	131	constant	constant	ADJ
iajs-2810	78	132	naoh	naoh	NOUN
iajs-2810	78	133	,	,	PUNCT
iajs-2810	78	134	temperature	temperature	NOUN
iajs-2810	78	135	,	,	PUNCT
iajs-2810	78	136	and	and	CCONJ
iajs-2810	78	137	the	the	DET
iajs-2810	78	138	combination	combination	NOUN
iajs-2810	78	139	of	of	ADP
iajs-2810	78	140	processes	process	NOUN
iajs-2810	78	141	that	that	PRON
iajs-2810	78	142	were	be	AUX
iajs-2810	78	143	examined	examine	VERB
iajs-2810	78	144	.	.	PUNCT
iajs-2810	79	1	the	the	DET
iajs-2810	79	2	optimization	optimization	NOUN
iajs-2810	79	3	strategies	strategy	NOUN
iajs-2810	79	4	identified	identify	VERB
iajs-2810	79	5	based	base	VERB
iajs-2810	79	6	on	on	ADP
iajs-2810	79	7	the	the	DET
iajs-2810	79	8	biodiesel	biodiesel	NOUN
iajs-2810	79	9	optimization	optimization	NOUN
iajs-2810	79	10	scenario	scenario	NOUN
iajs-2810	79	11	is	be	AUX
iajs-2810	79	12	shown	show	VERB
iajs-2810	79	13	in	in	ADP
iajs-2810	79	14	table	table	NOUN
iajs-2810	79	15	5	5	NUM
iajs-2810	79	16	.	.	PUNCT
iajs-2810	79	17	using	use	VERB
iajs-2810	79	18	a	a	DET
iajs-2810	79	19	fixed	fix	VERB
iajs-2810	79	20	catalyst	catalyst	NOUN
iajs-2810	79	21	of	of	ADP
iajs-2810	79	22	1.0	1.0	NUM
iajs-2810	79	23	wt	wt	NOUN
iajs-2810	79	24	.	.	NOUN
iajs-2810	80	1	%	%	NOUN
iajs-2810	80	2	,	,	PUNCT
iajs-2810	80	3	temperature	temperature	NOUN
iajs-2810	80	4	60	60	NUM
iajs-2810	80	5	oc	oc	NOUN
iajs-2810	80	6	and	and	CCONJ
iajs-2810	80	7	a	a	DET
iajs-2810	80	8	molar	molar	ADJ
iajs-2810	80	9	ratio	ratio	NOUN
iajs-2810	80	10	(	(	PUNCT
iajs-2810	80	11	1:3	1:3	NUM
iajs-2810	80	12	,	,	PUNCT
iajs-2810	80	13	1:6	1:6	NUM
iajs-2810	80	14	,	,	PUNCT
iajs-2810	80	15	1:12	1:12	NUM
iajs-2810	80	16	)	)	PUNCT
iajs-2810	80	17	,	,	PUNCT
iajs-2810	80	18	the	the	DET
iajs-2810	80	19	optimization	optimization	NOUN
iajs-2810	80	20	solution	solution	NOUN
iajs-2810	80	21	with	with	ADP
iajs-2810	80	22	the	the	DET
iajs-2810	80	23	molar	molar	ADJ
iajs-2810	80	24	ratio	ratio	NOUN
iajs-2810	80	25	(	(	PUNCT
iajs-2810	80	26	1:3	1:3	NUM
iajs-2810	80	27	)	)	PUNCT
iajs-2810	80	28	,	,	PUNCT
iajs-2810	80	29	time	time	NOUN
iajs-2810	80	30	(	(	PUNCT
iajs-2810	80	31	40.910	40.910	NUM
iajs-2810	80	32	)	)	PUNCT
iajs-2810	80	33	and	and	CCONJ
iajs-2810	80	34	speed	speed	NOUN
iajs-2810	80	35	(	(	PUNCT
iajs-2810	80	36	500.00	500.00	NUM
iajs-2810	80	37	rpm	rpm	NOUN
iajs-2810	80	38	)	)	PUNCT
iajs-2810	80	39	yielded	yield	VERB
iajs-2810	80	40	biodiesel	biodiesel	NOUN
iajs-2810	80	41	(	(	PUNCT
iajs-2810	80	42	rjb	rjb	PROPN
iajs-2810	80	43	)	)	PUNCT
iajs-2810	80	44	of	of	ADP
iajs-2810	80	45	86.937	86.937	NUM
iajs-2810	80	46	%	%	NOUN
iajs-2810	80	47	,	,	PUNCT
iajs-2810	80	48	with	with	ADP
iajs-2810	80	49	the	the	DET
iajs-2810	80	50	stipulated	stipulate	VERB
iajs-2810	80	51	overall	overall	ADJ
iajs-2810	80	52	desirability	desirability	NOUN
iajs-2810	80	53	of	of	ADP
iajs-2810	80	54	0.843	0.843	NUM
iajs-2810	80	55	.	.	PUNCT
iajs-2810	81	1	molar	molar	ADJ
iajs-2810	81	2	ratio	ratio	NOUN
iajs-2810	81	3	,	,	PUNCT
iajs-2810	81	4	time	time	NOUN
iajs-2810	81	5	,	,	PUNCT
iajs-2810	81	6	and	and	CCONJ
iajs-2810	81	7	speed	speed	NOUN
iajs-2810	81	8	were	be	AUX
iajs-2810	81	9	all	all	PRON
iajs-2810	81	10	important	important	ADJ
iajs-2810	81	11	variables	variable	NOUN
iajs-2810	81	12	in	in	ADP
iajs-2810	81	13	biodiesel	biodiesel	NOUN
iajs-2810	81	14	synthesis	synthesis	NOUN
iajs-2810	81	15	,	,	PUNCT
iajs-2810	81	16	according	accord	VERB
iajs-2810	81	17	to	to	ADP
iajs-2810	81	18	the	the	DET
iajs-2810	81	19	results	result	NOUN
iajs-2810	81	20	of	of	ADP
iajs-2810	81	21	the	the	DET
iajs-2810	81	22	analysis	analysis	NOUN
iajs-2810	81	23	of	of	ADP
iajs-2810	81	24	variance	variance	NOUN
iajs-2810	81	25	(	(	PUNCT
iajs-2810	81	26	anova	anova	PROPN
iajs-2810	81	27	)	)	PUNCT
iajs-2810	81	28	.	.	PUNCT
iajs-2810	82	1	3.1.2	3.1.2	NUM
iajs-2810	82	2	biodiesel	biodiesel	NOUN
iajs-2810	82	3	derived	derive	VERB
iajs-2810	82	4	from	from	ADP
iajs-2810	82	5	refined	refined	ADJ
iajs-2810	82	6	sesame	sesame	NOUN
iajs-2810	82	7	biodiesel	biodiesel	NOUN
iajs-2810	82	8	(	(	PUNCT
iajs-2810	82	9	rsb	rsb	NOUN
iajs-2810	82	10	)	)	PUNCT
iajs-2810	82	11	table	table	NOUN
iajs-2810	82	12	6	6	NUM
iajs-2810	82	13	.	.	PUNCT
iajs-2810	83	1	experimental	experimental	ADJ
iajs-2810	83	2	matrix	matrix	NOUN
iajs-2810	83	3	with	with	ADP
iajs-2810	83	4	a	a	DET
iajs-2810	83	5	variety	variety	NOUN
iajs-2810	83	6	of	of	ADP
iajs-2810	83	7	molar	molar	ADJ
iajs-2810	83	8	ratios	ratio	NOUN
iajs-2810	83	9	,	,	PUNCT
iajs-2810	83	10	times	time	NOUN
iajs-2810	83	11	,	,	PUNCT
iajs-2810	83	12	and	and	CCONJ
iajs-2810	83	13	speeds	speed	NOUN
iajs-2810	83	14	factor	factor	NOUN
iajs-2810	83	15	1	1	NUM
iajs-2810	83	16	factor	factor	NOUN
iajs-2810	83	17	2	2	NUM
iajs-2810	83	18	factor	factor	NOUN
iajs-2810	83	19	3	3	NUM
iajs-2810	83	20	response	response	NOUN
iajs-2810	83	21	run	run	VERB
iajs-2810	83	22	a	a	DET
iajs-2810	83	23	:	:	PUNCT
iajs-2810	83	24	molar	molar	ADJ
iajs-2810	83	25	ratio	ratio	NOUN
iajs-2810	83	26	b	b	PROPN
iajs-2810	83	27	:	:	PUNCT
iajs-2810	83	28	time	time	NOUN
iajs-2810	83	29	c	c	NOUN
iajs-2810	83	30	:	:	PUNCT
iajs-2810	83	31	speed	speed	NOUN
iajs-2810	83	32	yield	yield	NOUN
iajs-2810	83	33	(	(	PUNCT
iajs-2810	83	34	%	%	INTJ
iajs-2810	83	35	)	)	PUNCT
iajs-2810	83	36	s	s	VERB
iajs-2810	83	37	rpm	rpm	ADJ
iajs-2810	83	38	actual	actual	ADJ
iajs-2810	83	39	predicted	predict	VERB
iajs-2810	83	40	1	1	NUM
iajs-2810	83	41	7.5	7.5	NUM
iajs-2810	83	42	45	45	NUM
iajs-2810	83	43	750	750	NUM
iajs-2810	83	44	90.00	90.00	NUM
iajs-2810	83	45	90.00	90.00	NUM
iajs-2810	83	46	2	2	NUM
iajs-2810	83	47	7.5	7.5	NUM
iajs-2810	83	48	45	45	NUM
iajs-2810	83	49	750	750	NUM
iajs-2810	83	50	90.00	90.00	NUM
iajs-2810	83	51	90.00	90.00	NUM
iajs-2810	83	52	3	3	NUM
iajs-2810	83	53	12	12	NUM
iajs-2810	83	54	60	60	NUM
iajs-2810	83	55	750	750	NUM
iajs-2810	83	56	83.30	83.30	NUM
iajs-2810	83	57	84.56	84.56	NUM
iajs-2810	83	58	4	4	NUM
iajs-2810	83	59	7.5	7.5	NUM
iajs-2810	83	60	60	60	NUM
iajs-2810	83	61	500	500	NUM
iajs-2810	83	62	90.00	90.00	NUM
iajs-2810	83	63	90.42	90.42	NUM
iajs-2810	83	64	5	5	NUM
iajs-2810	83	65	12	12	NUM
iajs-2810	83	66	45	45	NUM
iajs-2810	83	67	1000	1000	NUM
iajs-2810	83	68	80.00	80.00	NUM
iajs-2810	83	69	79.14	79.14	NUM
iajs-2810	83	70	6	6	NUM
iajs-2810	83	71	7.5	7.5	NUM
iajs-2810	83	72	45	45	NUM
iajs-2810	83	73	750	750	NUM
iajs-2810	83	74	90.00	90.00	NUM
iajs-2810	83	75	90.00	90.00	NUM
iajs-2810	83	76	7	7	NUM
iajs-2810	83	77	7.5	7.5	NUM
iajs-2810	83	78	30	30	NUM
iajs-2810	83	79	1000	1000	NUM
iajs-2810	83	80	86.67	86.67	NUM
iajs-2810	83	81	86.25	86.25	NUM
iajs-2810	83	82	8	8	NUM
iajs-2810	83	83	3	3	NUM
iajs-2810	83	84	60	60	NUM
iajs-2810	83	85	750	750	NUM
iajs-2810	83	86	86.67	86.67	NUM
iajs-2810	83	87	85.40	85.40	NUM
iajs-2810	83	88	9	9	NUM
iajs-2810	83	89	3	3	NUM
iajs-2810	83	90	45	45	NUM
iajs-2810	83	91	500	500	NUM
iajs-2810	83	92	78.30	78.30	NUM
iajs-2810	83	93	79.16	79.16	NUM
iajs-2810	83	94	10	10	NUM
iajs-2810	83	95	12	12	NUM
iajs-2810	83	96	45	45	NUM
iajs-2810	83	97	500	500	NUM
iajs-2810	83	98	90.00	90.00	NUM
iajs-2810	83	99	88.32	88.32	NUM
iajs-2810	83	100	11	11	NUM
iajs-2810	83	101	7.5	7.5	NUM
iajs-2810	83	102	45	45	NUM
iajs-2810	83	103	750	750	NUM
iajs-2810	83	104	90.00	90.00	NUM
iajs-2810	83	105	90.00	90.00	NUM
iajs-2810	83	106	12	12	NUM
iajs-2810	83	107	12	12	NUM
iajs-2810	83	108	30	30	NUM
iajs-2810	83	109	750	750	NUM
iajs-2810	83	110	83.30	83.30	NUM
iajs-2810	83	111	84.57	84.57	NUM
iajs-2810	83	112	13	13	NUM
iajs-2810	83	113	3	3	NUM
iajs-2810	83	114	30	30	NUM
iajs-2810	83	115	750	750	NUM
iajs-2810	83	116	81.67	81.67	NUM
iajs-2810	83	117	80.41	80.41	NUM
iajs-2810	83	118	14	14	NUM
iajs-2810	83	119	7.5	7.5	NUM
iajs-2810	83	120	60	60	NUM
iajs-2810	83	121	1000	1000	NUM
iajs-2810	83	122	83.30	83.30	NUM
iajs-2810	83	123	82.89	82.89	NUM
iajs-2810	83	124	15	15	NUM
iajs-2810	83	125	7.5	7.5	NUM
iajs-2810	83	126	45	45	NUM
iajs-2810	83	127	750	750	NUM
iajs-2810	83	128	90.00	90.00	NUM
iajs-2810	83	129	90.00	90.00	NUM
iajs-2810	83	130	16	16	NUM
iajs-2810	83	131	7.5	7.5	NUM
iajs-2810	83	132	30	30	NUM
iajs-2810	83	133	500	500	NUM
iajs-2810	83	134	81.67	81.67	NUM
iajs-2810	83	135	82.08	82.08	NUM
iajs-2810	83	136	17	17	NUM
iajs-2810	83	137	3	3	NUM
iajs-2810	83	138	45	45	NUM
iajs-2810	83	139	1000	1000	NUM
iajs-2810	83	140	83.30	83.30	NUM
iajs-2810	83	141	84.98	84.98	NUM
iajs-2810	83	142	ihjpas	ihjpa	NOUN
iajs-2810	83	143	.	.	PUNCT
iajs-2810	84	1	53	53	NUM
iajs-2810	84	2	(	(	PUNCT
iajs-2810	84	3	3)2022	3)2022	NOUN
iajs-2810	84	4	104	104	NUM
iajs-2810	84	5	based	base	VERB
iajs-2810	84	6	on	on	ADP
iajs-2810	84	7	the	the	DET
iajs-2810	84	8	three	three	NUM
iajs-2810	84	9	levels	level	NOUN
iajs-2810	84	10	of	of	ADP
iajs-2810	84	11	inputs	input	NOUN
iajs-2810	84	12	,	,	PUNCT
iajs-2810	84	13	the	the	DET
iajs-2810	84	14	design	design	NOUN
iajs-2810	84	15	expert	expert	NOUN
iajs-2810	84	16	program	program	NOUN
iajs-2810	84	17	generated	generate	VERB
iajs-2810	84	18	the	the	DET
iajs-2810	84	19	most	most	ADJ
iajs-2810	84	20	number	number	NOUN
iajs-2810	84	21	of	of	ADP
iajs-2810	84	22	runs	run	NOUN
iajs-2810	84	23	possible	possible	ADJ
iajs-2810	84	24	.	.	PUNCT
iajs-2810	85	1	figure	figure	NOUN
iajs-2810	85	2	2	2	NUM
iajs-2810	85	3	depicts	depict	VERB
iajs-2810	85	4	the	the	DET
iajs-2810	85	5	link	link	NOUN
iajs-2810	85	6	between	between	ADP
iajs-2810	85	7	the	the	DET
iajs-2810	85	8	actual	actual	ADJ
iajs-2810	85	9	values	value	NOUN
iajs-2810	85	10	acquired	acquire	VERB
iajs-2810	85	11	experimentally	experimentally	ADV
iajs-2810	85	12	(	(	PUNCT
iajs-2810	85	13	table	table	NOUN
iajs-2810	85	14	6	6	NUM
iajs-2810	85	15	)	)	PUNCT
iajs-2810	85	16	and	and	CCONJ
iajs-2810	85	17	the	the	DET
iajs-2810	85	18	yield	yield	NOUN
iajs-2810	85	19	values	value	NOUN
iajs-2810	85	20	predicted	predict	VERB
iajs-2810	85	21	by	by	ADP
iajs-2810	85	22	various	various	ADJ
iajs-2810	85	23	models	model	NOUN
iajs-2810	85	24	.	.	PUNCT
iajs-2810	86	1	figure	figure	NOUN
iajs-2810	86	2	2	2	NUM
iajs-2810	86	3	.	.	PUNCT
iajs-2810	86	4	shows	show	VERB
iajs-2810	86	5	a	a	DET
iajs-2810	86	6	scatter	scatter	NOUN
iajs-2810	86	7	diagram	diagram	NOUN
iajs-2810	86	8	with	with	ADP
iajs-2810	86	9	the	the	DET
iajs-2810	86	10	3d	3d	PROPN
iajs-2810	86	11	surfaces	surface	NOUN
iajs-2810	86	12	that	that	PRON
iajs-2810	86	13	correspond	correspond	VERB
iajs-2810	86	14	to	to	ADP
iajs-2810	86	15	it	it	PRON
iajs-2810	86	16	.	.	PUNCT
iajs-2810	87	1	the	the	DET
iajs-2810	87	2	variance	variance	NOUN
iajs-2810	87	3	analysis	analysis	NOUN
iajs-2810	87	4	(	(	PUNCT
iajs-2810	87	5	anova	anova	PROPN
iajs-2810	87	6	)	)	PUNCT
iajs-2810	87	7	the	the	DET
iajs-2810	87	8	equation	equation	NOUN
iajs-2810	87	9	represents	represent	VERB
iajs-2810	87	10	the	the	DET
iajs-2810	87	11	second	second	ADJ
iajs-2810	87	12	polynomial	polynomial	ADJ
iajs-2810	87	13	functions	function	NOUN
iajs-2810	87	14	in	in	ADP
iajs-2810	87	15	terms	term	NOUN
iajs-2810	87	16	of	of	ADP
iajs-2810	87	17	the	the	DET
iajs-2810	87	18	actual	actual	ADJ
iajs-2810	87	19	components	component	NOUN
iajs-2810	87	20	used	use	VERB
iajs-2810	87	21	to	to	PART
iajs-2810	87	22	describe	describe	VERB
iajs-2810	87	23	yield	yield	NOUN
iajs-2810	87	24	in	in	ADP
iajs-2810	87	25	terms	term	NOUN
iajs-2810	87	26	of	of	ADP
iajs-2810	87	27	actual	actual	ADJ
iajs-2810	87	28	factors	factor	NOUN
iajs-2810	87	29	,	,	PUNCT
iajs-2810	87	30	the	the	DET
iajs-2810	87	31	following	follow	VERB
iajs-2810	87	32	is	be	AUX
iajs-2810	87	33	the	the	DET
iajs-2810	87	34	final	final	ADJ
iajs-2810	87	35	equation	equation	NOUN
iajs-2810	87	36	:	:	PUNCT
iajs-2810	87	37	yield=-17.43250	yield=-17.43250	NUM
iajs-2810	87	38	+	+	ADJ
iajs-2810	87	39	6.76833molar	6.76833molar	ADJ
iajs-2810	87	40	ratio+1.55789time+0.121850speed-0.018519molar	ratio+1.55789time+0.121850speed-0.018519molar	ADJ
iajs-2810	87	41	ratio	ratio	NOUN
iajs-2810	87	42	*	*	PUNCT
iajs-2810	87	43	time0.003333molar	time0.003333molar	NUM
iajs-2810	87	44	ratio	ratio	NOUN
iajs-2810	87	45	*	*	PUNCT
iajs-2810	87	46	speed-0.000780	speed-0.000780	PRON
iajs-2810	87	47	time	time	NOUN
iajs-2810	87	48	*	*	PUNCT
iajs-2810	87	49	speed-0.216667	speed-0.216667	NOUN
iajs-2810	87	50	molar	molar	ADJ
iajs-2810	87	51	ratio²-0.008344time²0.000043speed²	ratio²-0.008344time²0.000043speed²	PROPN
iajs-2810	87	52	(	(	PUNCT
iajs-2810	87	53	2	2	NUM
iajs-2810	87	54	)	)	PUNCT
iajs-2810	87	55	table	table	NOUN
iajs-2810	87	56	7	7	NUM
iajs-2810	87	57	.	.	PUNCT
iajs-2810	87	58	anova	anova	PROPN
iajs-2810	87	59	quadratic	quadratic	ADJ
iajs-2810	87	60	model	model	NOUN
iajs-2810	87	61	"	"	PUNCT
iajs-2810	87	62	rsb	rsb	NOUN
iajs-2810	87	63	yield	yield	NOUN
iajs-2810	87	64	"	"	PUNCT
iajs-2810	87	65	source	source	NOUN
iajs-2810	87	66	sum	sum	NOUN
iajs-2810	87	67	of	of	ADP
iajs-2810	87	68	squares	square	NOUN
iajs-2810	87	69	df	df	PROPN
iajs-2810	87	70	mean	mean	VERB
iajs-2810	87	71	square	square	ADJ
iajs-2810	87	72	f	f	NOUN
iajs-2810	87	73	-	-	PUNCT
iajs-2810	87	74	value	value	NOUN
iajs-2810	87	75	p	p	NOUN
iajs-2810	87	76	-	-	PUNCT
iajs-2810	87	77	value	value	NOUN
iajs-2810	87	78	model	model	NOUN
iajs-2810	87	79	259.77	259.77	NUM
iajs-2810	87	80	9	9	NUM
iajs-2810	87	81	28.86	28.86	NUM
iajs-2810	87	82	14.21	14.21	NUM
iajs-2810	87	83	0.0010	0.0010	NUM
iajs-2810	87	84	significant	significant	ADJ
iajs-2810	87	85	a	a	DET
iajs-2810	87	86	-	-	PUNCT
iajs-2810	87	87	molar	molar	ADJ
iajs-2810	87	88	ratio	ratio	NOUN
iajs-2810	87	89	5.54	5.54	NUM
iajs-2810	87	90	1	1	NUM
iajs-2810	87	91	5.54	5.54	NUM
iajs-2810	87	92	2.73	2.73	NUM
iajs-2810	87	93	0.1424	0.1424	NUM
iajs-2810	87	94	b	b	NUM
iajs-2810	87	95	-	-	PUNCT
iajs-2810	87	96	time	time	NOUN
iajs-2810	87	97	12.40	12.40	NUM
iajs-2810	87	98	1	1	NUM
iajs-2810	87	99	12.40	12.40	NUM
iajs-2810	87	100	6.11	6.11	NUM
iajs-2810	87	101	0.0428	0.0428	NUM
iajs-2810	87	102	c	c	NOUN
iajs-2810	87	103	-	-	PUNCT
iajs-2810	87	104	speed	speed	NOUN
iajs-2810	87	105	5.61	5.61	NUM
iajs-2810	87	106	1	1	NUM
iajs-2810	87	107	5.61	5.61	NUM
iajs-2810	87	108	2.76	2.76	NUM
iajs-2810	87	109	0.1404	0.1404	NUM
iajs-2810	87	110	ab	ab	NOUN
iajs-2810	87	111	6.25	6.25	NUM
iajs-2810	87	112	1	1	NUM
iajs-2810	87	113	6.25	6.25	NUM
iajs-2810	87	114	3.08	3.08	NUM
iajs-2810	87	115	0.1228	0.1228	NUM
iajs-2810	87	116	ac	ac	PROPN
iajs-2810	87	117	56.25	56.25	NUM
iajs-2810	87	118	1	1	NUM
iajs-2810	87	119	56.25	56.25	NUM
iajs-2810	87	120	27.70	27.70	NUM
iajs-2810	87	121	0.0012	0.0012	NUM
iajs-2810	87	122	bc	bc	PROPN
iajs-2810	87	123	34.22	34.22	NUM
iajs-2810	87	124	1	1	NUM
iajs-2810	87	125	34.22	34.22	NUM
iajs-2810	87	126	16.85	16.85	NUM
iajs-2810	87	127	0.0045	0.0045	NUM
iajs-2810	87	128	a²	a²	NOUN
iajs-2810	87	129	81.05	81.05	NUM
iajs-2810	87	130	1	1	NUM
iajs-2810	87	131	81.05	81.05	NUM
iajs-2810	87	132	39.92	39.92	NUM
iajs-2810	87	133	0.0004	0.0004	NUM
iajs-2810	87	134	b²	b²	PROPN
iajs-2810	87	135	14.84	14.84	NUM
iajs-2810	87	136	1	1	NUM
iajs-2810	87	137	14.84	14.84	NUM
iajs-2810	87	138	7.31	7.31	NUM
iajs-2810	87	139	0.0305	0.0305	NUM
iajs-2810	87	140	c²	c²	NOUN
iajs-2810	87	141	30.98	30.98	NUM
iajs-2810	87	142	1	1	NUM
iajs-2810	87	143	30.98	30.98	NUM
iajs-2810	87	144	15.26	15.26	NUM
iajs-2810	87	145	0.0059	0.0059	NUM
iajs-2810	87	146	residual	residual	ADJ
iajs-2810	87	147	14.21	14.21	NUM
iajs-2810	87	148	7	7	NUM
iajs-2810	87	149	2.03	2.03	NUM
iajs-2810	87	150	lack	lack	NOUN
iajs-2810	87	151	of	of	ADP
iajs-2810	87	152	fit	fit	ADJ
iajs-2810	87	153	14.21	14.21	NUM
iajs-2810	87	154	3	3	NUM
iajs-2810	87	155	4.74	4.74	NUM
iajs-2810	87	156	pure	pure	ADJ
iajs-2810	87	157	error	error	NOUN
iajs-2810	87	158	0.0000	0.0000	NUM
iajs-2810	87	159	4	4	NUM
iajs-2810	87	160	0.0000	0.0000	NUM
iajs-2810	87	161	cor	cor	NOUN
iajs-2810	87	162	total	total	NOUN
iajs-2810	87	163	273.99	273.99	NUM
iajs-2810	87	164	16	16	NUM
iajs-2810	87	165	ihjpas	ihjpa	NOUN
iajs-2810	87	166	.	.	PUNCT
iajs-2810	88	1	53	53	NUM
iajs-2810	88	2	(	(	PUNCT
iajs-2810	88	3	3)2022	3)2022	NOUN
iajs-2810	88	4	105	105	NUM
iajs-2810	88	5	table	table	NOUN
iajs-2810	88	6	8	8	NUM
iajs-2810	88	7	.	.	PUNCT
iajs-2810	88	8	constraints	constraint	NOUN
iajs-2810	88	9	for	for	ADP
iajs-2810	88	10	rsb	rsb	NOUN
iajs-2810	88	11	biodiesel	biodiesel	NOUN
iajs-2810	88	12	optimization	optimization	NOUN
iajs-2810	88	13	name	name	NOUN
iajs-2810	88	14	goal	goal	NOUN
iajs-2810	88	15	lower	low	ADJ
iajs-2810	88	16	limit	limit	VERB
iajs-2810	88	17	upper	upper	ADJ
iajs-2810	88	18	limit	limit	NOUN
iajs-2810	88	19	lower	low	ADJ
iajs-2810	88	20	weight	weight	NOUN
iajs-2810	88	21	upper	upper	ADJ
iajs-2810	88	22	weight	weight	NOUN
iajs-2810	88	23	importance	importance	NOUN
iajs-2810	88	24	a	a	PRON
iajs-2810	88	25	:	:	PUNCT
iajs-2810	88	26	molar	molar	ADJ
iajs-2810	88	27	ratio	ratio	NOUN
iajs-2810	88	28	minimize	minimize	VERB
iajs-2810	88	29	3	3	NUM
iajs-2810	88	30	12	12	NUM
iajs-2810	88	31	1	1	NUM
iajs-2810	88	32	1	1	NUM
iajs-2810	88	33	3	3	NUM
iajs-2810	88	34	b	b	NOUN
iajs-2810	88	35	:	:	PUNCT
iajs-2810	88	36	time	time	NOUN
iajs-2810	88	37	minimize	minimize	VERB
iajs-2810	88	38	30	30	NUM
iajs-2810	88	39	60	60	NUM
iajs-2810	88	40	1	1	NUM
iajs-2810	88	41	1	1	NUM
iajs-2810	88	42	3	3	NUM
iajs-2810	88	43	c	c	NOUN
iajs-2810	88	44	:	:	PUNCT
iajs-2810	88	45	speed	speed	NOUN
iajs-2810	88	46	minimize	minimize	VERB
iajs-2810	88	47	500	500	NUM
iajs-2810	88	48	1000	1000	NUM
iajs-2810	88	49	1	1	NUM
iajs-2810	88	50	1	1	NUM
iajs-2810	88	51	3	3	NUM
iajs-2810	88	52	yield	yield	NOUN
iajs-2810	88	53	maximize	maximize	VERB
iajs-2810	88	54	78.3	78.3	NUM
iajs-2810	88	55	90	90	NUM
iajs-2810	88	56	1	1	NUM
iajs-2810	88	57	1	1	NUM
iajs-2810	88	58	3	3	NUM
iajs-2810	88	59	table	table	NOUN
iajs-2810	88	60	9	9	NUM
iajs-2810	88	61	.	.	PUNCT
iajs-2810	89	1	results	result	NOUN
iajs-2810	89	2	discovered	discover	VERB
iajs-2810	89	3	based	base	VERB
iajs-2810	89	4	on	on	ADP
iajs-2810	89	5	the	the	DET
iajs-2810	89	6	rsb	rsb	PROPN
iajs-2810	89	7	biodiesel	biodiesel	NOUN
iajs-2810	89	8	optimization	optimization	NOUN
iajs-2810	89	9	scenario	scenario	NOUN
iajs-2810	89	10	number	number	NOUN
iajs-2810	89	11	molar	molar	PROPN
iajs-2810	89	12	ratio	ratio	NOUN
iajs-2810	89	13	time	time	NOUN
iajs-2810	89	14	speed	speed	NOUN
iajs-2810	89	15	yield	yield	NOUN
iajs-2810	89	16	desirability	desirability	NOUN
iajs-2810	89	17	1	1	NUM
iajs-2810	89	18	6.930	6.930	NUM
iajs-2810	89	19	41.734	41.734	NUM
iajs-2810	89	20	619.262	619.262	NUM
iajs-2810	89	21	88.545	88.545	NUM
iajs-2810	89	22	0.967	0.967	NUM
iajs-2810	89	23	selected	select	VERB
iajs-2810	89	24	2	2	NUM
iajs-2810	89	25	6.920	6.920	NUM
iajs-2810	89	26	41.738	41.738	NUM
iajs-2810	89	27	621.375	621.375	NUM
iajs-2810	89	28	88.562	88.562	NUM
iajs-2810	89	29	0.967	0.967	NUM
iajs-2810	89	30	tables	table	NOUN
iajs-2810	89	31	6–8	6–8	NOUN
iajs-2810	89	32	show	show	VERB
iajs-2810	89	33	desirability	desirability	NOUN
iajs-2810	89	34	functions	function	NOUN
iajs-2810	89	35	for	for	ADP
iajs-2810	89	36	three	three	NUM
iajs-2810	89	37	different	different	ADJ
iajs-2810	89	38	criteria	criterion	NOUN
iajs-2810	89	39	using	use	VERB
iajs-2810	89	40	varied	varied	ADJ
iajs-2810	89	41	input	input	NOUN
iajs-2810	89	42	components	component	NOUN
iajs-2810	89	43	(	(	PUNCT
iajs-2810	89	44	molar	molar	ADJ
iajs-2810	89	45	ratio	ratio	NOUN
iajs-2810	89	46	,	,	PUNCT
iajs-2810	89	47	time	time	NOUN
iajs-2810	89	48	and	and	CCONJ
iajs-2810	89	49	speed	speed	NOUN
iajs-2810	89	50	)	)	PUNCT
iajs-2810	89	51	for	for	ADP
iajs-2810	89	52	constant	constant	ADJ
iajs-2810	89	53	naoh	naoh	NOUN
iajs-2810	89	54	,	,	PUNCT
iajs-2810	89	55	temperature	temperature	NOUN
iajs-2810	89	56	,	,	PUNCT
iajs-2810	89	57	and	and	CCONJ
iajs-2810	89	58	the	the	DET
iajs-2810	89	59	combination	combination	NOUN
iajs-2810	89	60	of	of	ADP
iajs-2810	89	61	processes	process	NOUN
iajs-2810	89	62	that	that	PRON
iajs-2810	89	63	were	be	AUX
iajs-2810	89	64	examined	examine	VERB
iajs-2810	89	65	.	.	PUNCT
iajs-2810	90	1	the	the	DET
iajs-2810	90	2	optimization	optimization	NOUN
iajs-2810	90	3	strategies	strategy	NOUN
iajs-2810	90	4	identified	identify	VERB
iajs-2810	90	5	based	base	VERB
iajs-2810	90	6	on	on	ADP
iajs-2810	90	7	the	the	DET
iajs-2810	90	8	biodiesel	biodiesel	NOUN
iajs-2810	90	9	optimization	optimization	NOUN
iajs-2810	90	10	scenario	scenario	NOUN
iajs-2810	90	11	are	be	AUX
iajs-2810	90	12	shown	show	VERB
iajs-2810	90	13	in	in	ADP
iajs-2810	90	14	table	table	NOUN
iajs-2810	90	15	6	6	NUM
iajs-2810	90	16	.	.	PUNCT
iajs-2810	90	17	using	use	VERB
iajs-2810	90	18	a	a	DET
iajs-2810	90	19	fixed	fix	VERB
iajs-2810	90	20	catalyst	catalyst	NOUN
iajs-2810	90	21	of	of	ADP
iajs-2810	90	22	1.0	1.0	NUM
iajs-2810	90	23	wt	wt	NOUN
iajs-2810	91	1	.	.	NOUN
iajs-2810	91	2	%	%	NOUN
iajs-2810	91	3	,	,	PUNCT
iajs-2810	91	4	temperature	temperature	NOUN
iajs-2810	91	5	60	60	NUM
iajs-2810	91	6	oc	oc	NOUN
iajs-2810	91	7	and	and	CCONJ
iajs-2810	91	8	a	a	DET
iajs-2810	91	9	molar	molar	ADJ
iajs-2810	91	10	ratio	ratio	NOUN
iajs-2810	91	11	(	(	PUNCT
iajs-2810	91	12	1:3	1:3	NUM
iajs-2810	91	13	,	,	PUNCT
iajs-2810	91	14	1:6	1:6	NUM
iajs-2810	91	15	,	,	PUNCT
iajs-2810	91	16	1:12	1:12	NUM
iajs-2810	91	17	)	)	PUNCT
iajs-2810	91	18	,	,	PUNCT
iajs-2810	91	19	the	the	DET
iajs-2810	91	20	optimization	optimization	NOUN
iajs-2810	91	21	solution	solution	NOUN
iajs-2810	91	22	with	with	ADP
iajs-2810	91	23	the	the	DET
iajs-2810	91	24	molar	molar	ADJ
iajs-2810	91	25	ratio	ratio	NOUN
iajs-2810	91	26	(	(	PUNCT
iajs-2810	91	27	1:6	1:6	NUM
iajs-2810	91	28	)	)	PUNCT
iajs-2810	91	29	,	,	PUNCT
iajs-2810	91	30	time	time	NOUN
iajs-2810	91	31	(	(	PUNCT
iajs-2810	91	32	41.734	41.734	NUM
iajs-2810	91	33	)	)	PUNCT
iajs-2810	91	34	and	and	CCONJ
iajs-2810	91	35	speed	speed	NOUN
iajs-2810	91	36	(	(	PUNCT
iajs-2810	91	37	619.262	619.262	NUM
iajs-2810	91	38	rpm	rpm	NOUN
iajs-2810	91	39	)	)	PUNCT
iajs-2810	91	40	yielded	yield	VERB
iajs-2810	91	41	biodiesel	biodiesel	NOUN
iajs-2810	91	42	(	(	PUNCT
iajs-2810	91	43	rsb	rsb	PROPN
iajs-2810	91	44	)	)	PUNCT
iajs-2810	91	45	of	of	ADP
iajs-2810	91	46	88.545	88.545	NUM
iajs-2810	91	47	%	%	NOUN
iajs-2810	91	48	,	,	PUNCT
iajs-2810	91	49	with	with	ADP
iajs-2810	91	50	the	the	DET
iajs-2810	91	51	stipulated	stipulate	VERB
iajs-2810	91	52	overall	overall	ADJ
iajs-2810	91	53	desirability	desirability	NOUN
iajs-2810	91	54	of	of	ADP
iajs-2810	91	55	0.967	0.967	NUM
iajs-2810	91	56	.	.	PUNCT
iajs-2810	92	1	molar	molar	ADJ
iajs-2810	92	2	ratio	ratio	NOUN
iajs-2810	92	3	,	,	PUNCT
iajs-2810	92	4	time	time	NOUN
iajs-2810	92	5	,	,	PUNCT
iajs-2810	92	6	and	and	CCONJ
iajs-2810	92	7	speed	speed	NOUN
iajs-2810	92	8	were	be	AUX
iajs-2810	92	9	all	all	PRON
iajs-2810	92	10	important	important	ADJ
iajs-2810	92	11	variables	variable	NOUN
iajs-2810	92	12	in	in	ADP
iajs-2810	92	13	biodiesel	biodiesel	NOUN
iajs-2810	92	14	synthesis	synthesis	NOUN
iajs-2810	92	15	,	,	PUNCT
iajs-2810	92	16	according	accord	VERB
iajs-2810	92	17	to	to	ADP
iajs-2810	92	18	the	the	DET
iajs-2810	92	19	results	result	NOUN
iajs-2810	92	20	of	of	ADP
iajs-2810	92	21	the	the	DET
iajs-2810	92	22	analysis	analysis	NOUN
iajs-2810	92	23	of	of	ADP
iajs-2810	92	24	variance	variance	NOUN
iajs-2810	92	25	(	(	PUNCT
iajs-2810	92	26	anova	anova	PROPN
iajs-2810	92	27	)	)	PUNCT
iajs-2810	92	28	.	.	PUNCT
iajs-2810	93	1	3.1.3	3.1.3	NUM
iajs-2810	93	2	biodiesel	biodiesel	NOUN
iajs-2810	93	3	derived	derive	VERB
iajs-2810	93	4	from	from	ADP
iajs-2810	93	5	refined	refined	ADJ
iajs-2810	93	6	sweet	sweet	ADJ
iajs-2810	93	7	almond	almond	NOUN
iajs-2810	93	8	biodiesel	biodiesel	NOUN
iajs-2810	93	9	(	(	PUNCT
iajs-2810	93	10	rsab	rsab	ADJ
iajs-2810	93	11	)	)	PUNCT
iajs-2810	93	12	table	table	NOUN
iajs-2810	93	13	10	10	NUM
iajs-2810	93	14	.	.	PUNCT
iajs-2810	93	15	experimental	experimental	ADJ
iajs-2810	93	16	matrix	matrix	NOUN
iajs-2810	93	17	with	with	ADP
iajs-2810	93	18	a	a	DET
iajs-2810	93	19	variety	variety	NOUN
iajs-2810	93	20	of	of	ADP
iajs-2810	93	21	molar	molar	ADJ
iajs-2810	93	22	ratios	ratio	NOUN
iajs-2810	93	23	,	,	PUNCT
iajs-2810	93	24	times	time	NOUN
iajs-2810	93	25	,	,	PUNCT
iajs-2810	93	26	and	and	CCONJ
iajs-2810	93	27	speeds	speed	NOUN
iajs-2810	93	28	factor	factor	NOUN
iajs-2810	93	29	1	1	NUM
iajs-2810	93	30	factor	factor	NOUN
iajs-2810	93	31	2	2	NUM
iajs-2810	93	32	factor	factor	NOUN
iajs-2810	93	33	3	3	NUM
iajs-2810	93	34	response	response	NOUN
iajs-2810	93	35	run	run	VERB
iajs-2810	93	36	a	a	DET
iajs-2810	93	37	:	:	PUNCT
iajs-2810	93	38	molar	molar	ADJ
iajs-2810	93	39	ratio	ratio	NOUN
iajs-2810	93	40	b	b	PROPN
iajs-2810	93	41	:	:	PUNCT
iajs-2810	93	42	time	time	NOUN
iajs-2810	93	43	c	c	NOUN
iajs-2810	93	44	:	:	PUNCT
iajs-2810	93	45	speed	speed	NOUN
iajs-2810	93	46	yield	yield	NOUN
iajs-2810	93	47	(	(	PUNCT
iajs-2810	93	48	%	%	INTJ
iajs-2810	93	49	)	)	PUNCT
iajs-2810	93	50	s	s	VERB
iajs-2810	93	51	rpm	rpm	ADJ
iajs-2810	93	52	actual	actual	ADJ
iajs-2810	93	53	predicted	predict	VERB
iajs-2810	93	54	1	1	NUM
iajs-2810	93	55	7.5	7.5	NUM
iajs-2810	93	56	45	45	NUM
iajs-2810	93	57	750	750	NUM
iajs-2810	93	58	81.40	81.40	NUM
iajs-2810	93	59	82.63	82.63	NUM
iajs-2810	93	60	2	2	NUM
iajs-2810	93	61	7.5	7.5	NUM
iajs-2810	93	62	45	45	NUM
iajs-2810	93	63	750	750	NUM
iajs-2810	93	64	81.40	81.40	NUM
iajs-2810	93	65	82.63	82.63	NUM
iajs-2810	93	66	3	3	NUM
iajs-2810	93	67	12	12	NUM
iajs-2810	93	68	60	60	NUM
iajs-2810	93	69	750	750	NUM
iajs-2810	93	70	90.00	90.00	NUM
iajs-2810	93	71	79.04	79.04	NUM
iajs-2810	93	72	4	4	NUM
iajs-2810	93	73	7.5	7.5	NUM
iajs-2810	93	74	60	60	NUM
iajs-2810	93	75	500	500	NUM
iajs-2810	93	76	89.50	89.50	NUM
iajs-2810	93	77	86.13	86.13	NUM
iajs-2810	93	78	5	5	NUM
iajs-2810	93	79	12	12	NUM
iajs-2810	93	80	45	45	NUM
iajs-2810	93	81	1000	1000	NUM
iajs-2810	93	82	85.80	85.80	NUM
iajs-2810	93	83	88.67	88.67	NUM
iajs-2810	93	84	6	6	NUM
iajs-2810	93	85	7.5	7.5	NUM
iajs-2810	93	86	45	45	NUM
iajs-2810	93	87	750	750	NUM
iajs-2810	93	88	81.40	81.40	NUM
iajs-2810	93	89	82.63	82.63	NUM
iajs-2810	93	90	7	7	NUM
iajs-2810	93	91	7.5	7.5	NUM
iajs-2810	93	92	30	30	NUM
iajs-2810	93	93	1000	1000	NUM
iajs-2810	93	94	88.50	88.50	NUM
iajs-2810	93	95	90.28	90.28	NUM
iajs-2810	93	96	8	8	NUM
iajs-2810	93	97	3	3	NUM
iajs-2810	93	98	60	60	NUM
iajs-2810	93	99	750	750	NUM
iajs-2810	93	100	85.70	85.70	NUM
iajs-2810	93	101	83.64	83.64	NUM
iajs-2810	93	102	9	9	NUM
iajs-2810	93	103	3	3	NUM
iajs-2810	93	104	45	45	NUM
iajs-2810	93	105	500	500	NUM
iajs-2810	93	106	82.80	82.80	NUM
iajs-2810	93	107	86.69	86.69	NUM
iajs-2810	93	108	10	10	NUM
iajs-2810	93	109	12	12	NUM
iajs-2810	93	110	45	45	NUM
iajs-2810	93	111	500	500	NUM
iajs-2810	93	112	64.20	64.20	NUM
iajs-2810	93	113	76.99	76.99	NUM
iajs-2810	93	114	11	11	NUM
iajs-2810	93	115	7.5	7.5	NUM
iajs-2810	93	116	45	45	NUM
iajs-2810	93	117	750	750	NUM
iajs-2810	93	118	81.40	81.40	NUM
iajs-2810	93	119	82.63	82.63	NUM
iajs-2810	93	120	12	12	NUM
iajs-2810	93	121	12	12	NUM
iajs-2810	93	122	30	30	NUM
iajs-2810	93	123	750	750	NUM
iajs-2810	93	124	92.80	92.80	NUM
iajs-2810	93	125	86.62	86.62	NUM
iajs-2810	93	126	13	13	NUM
iajs-2810	93	127	3	3	NUM
iajs-2810	93	128	30	30	NUM
iajs-2810	93	129	750	750	NUM
iajs-2810	93	130	78.50	78.50	NUM
iajs-2810	93	131	81.22	81.22	NUM
iajs-2810	93	132	14	14	NUM
iajs-2810	93	133	7.5	7.5	NUM
iajs-2810	93	134	60	60	NUM
iajs-2810	93	135	1000	1000	NUM
iajs-2810	93	136	70.00	70.00	NUM
iajs-2810	93	137	76.55	76.55	NUM
iajs-2810	93	138	15	15	NUM
iajs-2810	93	139	7.5	7.5	NUM
iajs-2810	93	140	45	45	NUM
iajs-2810	93	141	750	750	NUM
iajs-2810	93	142	81.40	81.40	NUM
iajs-2810	93	143	82.63	82.63	NUM
iajs-2810	93	144	16	16	NUM
iajs-2810	93	145	7.5	7.5	NUM
iajs-2810	93	146	30	30	NUM
iajs-2810	93	147	500	500	NUM
iajs-2810	93	148	85.70	85.70	NUM
iajs-2810	93	149	77.55	77.55	NUM
iajs-2810	93	150	17	17	NUM
iajs-2810	93	151	3	3	NUM
iajs-2810	93	152	45	45	NUM
iajs-2810	93	153	1000	1000	NUM
iajs-2810	93	154	84.20	84.20	NUM
iajs-2810	93	155	78.17	78.17	NUM
iajs-2810	93	156	ihjpas	ihjpa	NOUN
iajs-2810	93	157	.	.	PUNCT
iajs-2810	94	1	53	53	NUM
iajs-2810	94	2	(	(	PUNCT
iajs-2810	94	3	3)2022	3)2022	NOUN
iajs-2810	94	4	106	106	NUM
iajs-2810	94	5	based	base	VERB
iajs-2810	94	6	on	on	ADP
iajs-2810	94	7	the	the	DET
iajs-2810	94	8	three	three	NUM
iajs-2810	94	9	levels	level	NOUN
iajs-2810	94	10	of	of	ADP
iajs-2810	94	11	inputs	input	NOUN
iajs-2810	94	12	,	,	PUNCT
iajs-2810	94	13	the	the	DET
iajs-2810	94	14	design	design	NOUN
iajs-2810	94	15	expert	expert	NOUN
iajs-2810	94	16	program	program	NOUN
iajs-2810	94	17	generated	generate	VERB
iajs-2810	94	18	the	the	DET
iajs-2810	94	19	most	most	ADJ
iajs-2810	94	20	number	number	NOUN
iajs-2810	94	21	of	of	ADP
iajs-2810	94	22	runs	run	NOUN
iajs-2810	94	23	possible	possible	ADJ
iajs-2810	94	24	.	.	PUNCT
iajs-2810	95	1	figure	figure	VERB
iajs-2810	95	2	3	3	NUM
iajs-2810	95	3	depicts	depict	VERB
iajs-2810	95	4	the	the	DET
iajs-2810	95	5	link	link	NOUN
iajs-2810	95	6	between	between	ADP
iajs-2810	95	7	the	the	DET
iajs-2810	95	8	actual	actual	ADJ
iajs-2810	95	9	values	value	NOUN
iajs-2810	95	10	acquired	acquire	VERB
iajs-2810	95	11	experimentally	experimentally	ADV
iajs-2810	95	12	(	(	PUNCT
iajs-2810	95	13	table	table	NOUN
iajs-2810	95	14	10	10	NUM
iajs-2810	95	15	)	)	PUNCT
iajs-2810	95	16	and	and	CCONJ
iajs-2810	95	17	the	the	DET
iajs-2810	95	18	yield	yield	NOUN
iajs-2810	95	19	values	value	NOUN
iajs-2810	95	20	predicted	predict	VERB
iajs-2810	95	21	by	by	ADP
iajs-2810	95	22	various	various	ADJ
iajs-2810	95	23	models	model	NOUN
iajs-2810	95	24	.	.	PUNCT
iajs-2810	96	1	figure	figure	NOUN
iajs-2810	96	2	3	3	NUM
iajs-2810	96	3	.	.	PUNCT
iajs-2810	96	4	shows	show	VERB
iajs-2810	96	5	a	a	DET
iajs-2810	96	6	scatter	scatter	NOUN
iajs-2810	96	7	diagram	diagram	NOUN
iajs-2810	96	8	of	of	ADP
iajs-2810	96	9	with	with	ADP
iajs-2810	96	10	the	the	DET
iajs-2810	96	11	3d	3d	PROPN
iajs-2810	96	12	surfaces	surface	NOUN
iajs-2810	96	13	that	that	PRON
iajs-2810	96	14	correspond	correspond	VERB
iajs-2810	96	15	to	to	ADP
iajs-2810	96	16	it	it	PRON
iajs-2810	96	17	the	the	DET
iajs-2810	96	18	variance	variance	NOUN
iajs-2810	96	19	analysis	analysis	NOUN
iajs-2810	96	20	(	(	PUNCT
iajs-2810	96	21	anova	anova	PROPN
iajs-2810	96	22	)	)	PUNCT
iajs-2810	96	23	the	the	DET
iajs-2810	96	24	equation	equation	NOUN
iajs-2810	96	25	represents	represent	VERB
iajs-2810	96	26	the	the	DET
iajs-2810	96	27	second	second	ADJ
iajs-2810	96	28	polynomial	polynomial	ADJ
iajs-2810	96	29	function	function	NOUN
iajs-2810	96	30	in	in	ADP
iajs-2810	96	31	terms	term	NOUN
iajs-2810	96	32	of	of	ADP
iajs-2810	96	33	the	the	DET
iajs-2810	96	34	actual	actual	ADJ
iajs-2810	96	35	components	component	NOUN
iajs-2810	96	36	used	use	VERB
iajs-2810	96	37	to	to	PART
iajs-2810	96	38	describe	describe	VERB
iajs-2810	96	39	the	the	DET
iajs-2810	96	40	yield	yield	NOUN
iajs-2810	96	41	in	in	ADP
iajs-2810	96	42	terms	term	NOUN
iajs-2810	96	43	of	of	ADP
iajs-2810	96	44	actual	actual	ADJ
iajs-2810	96	45	factors	factor	NOUN
iajs-2810	96	46	,	,	PUNCT
iajs-2810	96	47	the	the	DET
iajs-2810	96	48	following	follow	VERB
iajs-2810	96	49	is	be	AUX
iajs-2810	96	50	the	the	DET
iajs-2810	96	51	final	final	ADJ
iajs-2810	96	52	equation	equation	NOUN
iajs-2810	96	53	:	:	PUNCT
iajs-2810	96	54	yield=+46.37108	yield=+46.37108	NUM
iajs-2810	96	55	-	-	SYM
iajs-2810	96	56	1.65556molar	1.65556molar	NUM
iajs-2810	96	57	ratio+1.30694time+0.036383speed-0.037037molar	ratio+1.30694time+0.036383speed-0.037037molar	ADJ
iajs-2810	96	58	ratio	ratio	NOUN
iajs-2810	96	59	*	*	PUNCT
iajs-2810	96	60	time	time	NOUN
iajs-2810	96	61	+0.004489molar	+0.004489molar	ADJ
iajs-2810	96	62	ratio	ratio	NOUN
iajs-2810	96	63	*	*	PUNCT
iajs-2810	96	64	speed-0.001487time	speed-0.001487time	PUNCT
iajs-2810	97	1	*	*	PUNCT
iajs-2810	97	2	speed	speed	NOUN
iajs-2810	97	3	(	(	PUNCT
iajs-2810	97	4	3	3	NUM
iajs-2810	97	5	)	)	PUNCT
iajs-2810	97	6	table	table	NOUN
iajs-2810	97	7	11	11	NUM
iajs-2810	97	8	.	.	PUNCT
iajs-2810	98	1	anova	anova	PROPN
iajs-2810	98	2	linear	linear	PROPN
iajs-2810	98	3	model	model	NOUN
iajs-2810	98	4	"	"	PUNCT
iajs-2810	98	5	rsab	rsab	ADJ
iajs-2810	98	6	yield	yield	NOUN
iajs-2810	98	7	"	"	PUNCT
iajs-2810	98	8	source	source	NOUN
iajs-2810	98	9	sum	sum	NOUN
iajs-2810	98	10	of	of	ADP
iajs-2810	98	11	squares	square	NOUN
iajs-2810	98	12	df	df	PROPN
iajs-2810	98	13	mean	mean	VERB
iajs-2810	98	14	square	square	ADJ
iajs-2810	98	15	f	f	NOUN
iajs-2810	98	16	-	-	PUNCT
iajs-2810	98	17	value	value	NOUN
iajs-2810	98	18	p	p	NOUN
iajs-2810	98	19	-	-	PUNCT
iajs-2810	98	20	value	value	NOUN
iajs-2810	98	21	model	model	NOUN
iajs-2810	98	22	269.87	269.87	NUM
iajs-2810	98	23	6	6	NUM
iajs-2810	98	24	44.98	44.98	NUM
iajs-2810	98	25	0.8572	0.8572	NUM
iajs-2810	98	26	0.5561	0.5561	NUM
iajs-2810	98	27	not	not	PART
iajs-2810	98	28	significant	significant	ADJ
iajs-2810	98	29	a	a	DET
iajs-2810	98	30	-	-	PUNCT
iajs-2810	98	31	molar	molar	ADJ
iajs-2810	98	32	ratio	ratio	NOUN
iajs-2810	98	33	0.3200	0.3200	NUM
iajs-2810	98	34	1	1	NUM
iajs-2810	98	35	0.3200	0.3200	NUM
iajs-2810	98	36	0.0061	0.0061	NUM
iajs-2810	98	37	0.9393	0.9393	NUM
iajs-2810	98	38	b	b	NUM
iajs-2810	98	39	-	-	PUNCT
iajs-2810	98	40	time	time	NOUN
iajs-2810	98	41	13.26	13.26	NUM
iajs-2810	98	42	1	1	NUM
iajs-2810	98	43	13.26	13.26	NUM
iajs-2810	98	44	0.2527	0.2527	NUM
iajs-2810	98	45	0.6260	0.6260	NUM
iajs-2810	98	46	c	c	NOUN
iajs-2810	98	47	-	-	PUNCT
iajs-2810	98	48	speed	speed	NOUN
iajs-2810	98	49	4.96	4.96	NUM
iajs-2810	98	50	1	1	NUM
iajs-2810	98	51	4.96	4.96	NUM
iajs-2810	98	52	0.0946	0.0946	NUM
iajs-2810	98	53	0.7648	0.7648	NUM
iajs-2810	99	1	ab	ab	X
iajs-2810	99	2	25.00	25.00	NUM
iajs-2810	99	3	1	1	NUM
iajs-2810	99	4	25.00	25.00	NUM
iajs-2810	99	5	0.4764	0.4764	NUM
iajs-2810	99	6	0.5057	0.5057	NUM
iajs-2810	99	7	ac	ac	PROPN
iajs-2810	99	8	102.01	102.01	NUM
iajs-2810	99	9	1	1	NUM
iajs-2810	99	10	102.01	102.01	NUM
iajs-2810	99	11	1.94	1.94	NUM
iajs-2810	99	12	0.1934	0.1934	NUM
iajs-2810	99	13	bc	bc	PROPN
iajs-2810	99	14	124.32	124.32	NUM
iajs-2810	99	15	1	1	NUM
iajs-2810	99	16	124.32	124.32	NUM
iajs-2810	99	17	2.37	2.37	NUM
iajs-2810	99	18	0.1548	0.1548	NUM
iajs-2810	99	19	residual	residual	ADJ
iajs-2810	99	20	524.72	524.72	NUM
iajs-2810	99	21	10	10	NUM
iajs-2810	99	22	52.47	52.47	NUM
iajs-2810	99	23	lack	lack	NOUN
iajs-2810	99	24	of	of	ADP
iajs-2810	99	25	fit	fit	ADJ
iajs-2810	99	26	524.72	524.72	NUM
iajs-2810	99	27	6	6	NUM
iajs-2810	99	28	87.45	87.45	NUM
iajs-2810	99	29	pure	pure	ADJ
iajs-2810	99	30	error	error	NOUN
iajs-2810	99	31	0.0000	0.0000	NUM
iajs-2810	99	32	4	4	NUM
iajs-2810	99	33	0.0000	0.0000	NUM
iajs-2810	99	34	cor	cor	NOUN
iajs-2810	99	35	total	total	NOUN
iajs-2810	99	36	794.60	794.60	NUM
iajs-2810	99	37	16	16	NUM
iajs-2810	99	38	table	table	NOUN
iajs-2810	99	39	12	12	NUM
iajs-2810	99	40	.	.	PUNCT
iajs-2810	100	1	constraints	constraint	NOUN
iajs-2810	100	2	for	for	ADP
iajs-2810	100	3	rsab	rsab	ADJ
iajs-2810	100	4	biodiesel	biodiesel	NOUN
iajs-2810	100	5	optimization	optimization	NOUN
iajs-2810	100	6	name	name	NOUN
iajs-2810	100	7	goal	goal	NOUN
iajs-2810	100	8	lower	low	ADJ
iajs-2810	100	9	limit	limit	VERB
iajs-2810	100	10	upper	upper	ADJ
iajs-2810	100	11	limit	limit	NOUN
iajs-2810	100	12	lower	low	ADJ
iajs-2810	100	13	weight	weight	NOUN
iajs-2810	100	14	upper	upper	ADJ
iajs-2810	100	15	weight	weight	NOUN
iajs-2810	100	16	importance	importance	NOUN
iajs-2810	100	17	a	a	PRON
iajs-2810	100	18	:	:	PUNCT
iajs-2810	100	19	molar	molar	ADJ
iajs-2810	100	20	ratio	ratio	NOUN
iajs-2810	100	21	minimize	minimize	VERB
iajs-2810	100	22	3	3	NUM
iajs-2810	100	23	12	12	NUM
iajs-2810	100	24	1	1	NUM
iajs-2810	100	25	1	1	NUM
iajs-2810	100	26	3	3	NUM
iajs-2810	100	27	b	b	NOUN
iajs-2810	100	28	:	:	PUNCT
iajs-2810	100	29	time	time	NOUN
iajs-2810	100	30	minimize	minimize	VERB
iajs-2810	100	31	30	30	NUM
iajs-2810	100	32	60	60	NUM
iajs-2810	100	33	1	1	NUM
iajs-2810	100	34	1	1	NUM
iajs-2810	100	35	3	3	NUM
iajs-2810	100	36	ihjpas	ihjpa	NOUN
iajs-2810	100	37	.	.	PUNCT
iajs-2810	101	1	53	53	NUM
iajs-2810	101	2	(	(	PUNCT
iajs-2810	101	3	3)2022	3)2022	NOUN
iajs-2810	101	4	107	107	NUM
iajs-2810	101	5	c	c	NOUN
iajs-2810	101	6	:	:	PUNCT
iajs-2810	101	7	speed	speed	NOUN
iajs-2810	101	8	minimize	minimize	VERB
iajs-2810	101	9	500	500	NUM
iajs-2810	101	10	1000	1000	NUM
iajs-2810	101	11	1	1	NUM
iajs-2810	101	12	1	1	NUM
iajs-2810	101	13	3	3	NUM
iajs-2810	101	14	yield	yield	NOUN
iajs-2810	101	15	maximize	maximize	VERB
iajs-2810	101	16	64.2	64.2	NUM
iajs-2810	101	17	92.8	92.8	NUM
iajs-2810	101	18	1	1	NUM
iajs-2810	101	19	1	1	NUM
iajs-2810	101	20	3	3	NUM
iajs-2810	101	21	table	table	NOUN
iajs-2810	101	22	13	13	NUM
iajs-2810	101	23	.	.	PUNCT
iajs-2810	102	1	results	result	NOUN
iajs-2810	102	2	discovered	discover	VERB
iajs-2810	102	3	based	base	VERB
iajs-2810	102	4	on	on	ADP
iajs-2810	102	5	the	the	DET
iajs-2810	102	6	rsab	rsab	ADJ
iajs-2810	102	7	biodiesel	biodiesel	NOUN
iajs-2810	102	8	optimization	optimization	NOUN
iajs-2810	102	9	scenario	scenario	NOUN
iajs-2810	102	10	number	number	NOUN
iajs-2810	102	11	molar	molar	PROPN
iajs-2810	102	12	ratio	ratio	NOUN
iajs-2810	102	13	time	time	NOUN
iajs-2810	102	14	speed	speed	NOUN
iajs-2810	102	15	yield	yield	NOUN
iajs-2810	102	16	desirability	desirability	NOUN
iajs-2810	102	17	1	1	NUM
iajs-2810	102	18	3.000	3.000	NUM
iajs-2810	102	19	49.359	49.359	NUM
iajs-2810	102	20	500.000	500.000	NUM
iajs-2810	102	21	88.664	88.664	NUM
iajs-2810	102	22	0.892	0.892	NUM
iajs-2810	102	23	selected	select	VERB
iajs-2810	102	24	2	2	NUM
iajs-2810	102	25	3.000	3.000	NUM
iajs-2810	102	26	49.461	49.461	NUM
iajs-2810	102	27	500.000	500.000	NUM
iajs-2810	102	28	88.710	88.710	NUM
iajs-2810	102	29	0.892	0.892	NUM
iajs-2810	102	30	3	3	NUM
iajs-2810	102	31	3.000	3.000	NUM
iajs-2810	102	32	49.186	49.186	NUM
iajs-2810	102	33	500.001	500.001	NUM
iajs-2810	102	34	88.586	88.586	NUM
iajs-2810	102	35	0.892	0.892	NUM
iajs-2810	102	36	4	4	NUM
iajs-2810	102	37	3.000	3.000	NUM
iajs-2810	102	38	49.629	49.629	NUM
iajs-2810	102	39	500.001	500.001	NUM
iajs-2810	102	40	88.786	88.786	NUM
iajs-2810	102	41	0.892	0.892	NUM
iajs-2810	102	42	5	5	NUM
iajs-2810	102	43	3.000	3.000	NUM
iajs-2810	102	44	48.729	48.729	NUM
iajs-2810	102	45	500.000	500.000	NUM
iajs-2810	102	46	88.379	88.379	NUM
iajs-2810	102	47	0.892	0.892	NUM
iajs-2810	102	48	tables	table	NOUN
iajs-2810	102	49	10–12	10–12	NUM
iajs-2810	102	50	show	show	NOUN
iajs-2810	102	51	desirability	desirability	NOUN
iajs-2810	102	52	functions	function	NOUN
iajs-2810	102	53	for	for	ADP
iajs-2810	102	54	three	three	NUM
iajs-2810	102	55	different	different	ADJ
iajs-2810	102	56	criteria	criterion	NOUN
iajs-2810	102	57	using	use	VERB
iajs-2810	102	58	varied	varied	ADJ
iajs-2810	102	59	input	input	NOUN
iajs-2810	102	60	components	component	NOUN
iajs-2810	102	61	(	(	PUNCT
iajs-2810	102	62	molar	molar	ADJ
iajs-2810	102	63	ratio	ratio	NOUN
iajs-2810	102	64	,	,	PUNCT
iajs-2810	102	65	time	time	NOUN
iajs-2810	102	66	and	and	CCONJ
iajs-2810	102	67	speed	speed	NOUN
iajs-2810	102	68	)	)	PUNCT
iajs-2810	102	69	for	for	ADP
iajs-2810	102	70	constant	constant	ADJ
iajs-2810	102	71	naoh	naoh	NOUN
iajs-2810	102	72	,	,	PUNCT
iajs-2810	102	73	temperature	temperature	NOUN
iajs-2810	102	74	,	,	PUNCT
iajs-2810	102	75	and	and	CCONJ
iajs-2810	102	76	the	the	DET
iajs-2810	102	77	combination	combination	NOUN
iajs-2810	102	78	of	of	ADP
iajs-2810	102	79	processes	process	NOUN
iajs-2810	102	80	that	that	PRON
iajs-2810	102	81	were	be	AUX
iajs-2810	102	82	examined	examine	VERB
iajs-2810	102	83	.	.	PUNCT
iajs-2810	103	1	the	the	DET
iajs-2810	103	2	optimization	optimization	NOUN
iajs-2810	103	3	strategies	strategy	NOUN
iajs-2810	103	4	identified	identify	VERB
iajs-2810	103	5	based	base	VERB
iajs-2810	103	6	on	on	ADP
iajs-2810	103	7	the	the	DET
iajs-2810	103	8	biodiesel	biodiesel	NOUN
iajs-2810	103	9	optimization	optimization	NOUN
iajs-2810	103	10	scenario	scenario	NOUN
iajs-2810	103	11	is	be	AUX
iajs-2810	103	12	shown	show	VERB
iajs-2810	103	13	in	in	ADP
iajs-2810	103	14	table	table	NOUN
iajs-2810	103	15	5	5	NUM
iajs-2810	103	16	.	.	PUNCT
iajs-2810	103	17	using	use	VERB
iajs-2810	103	18	a	a	DET
iajs-2810	103	19	fixed	fix	VERB
iajs-2810	103	20	catalyst	catalyst	NOUN
iajs-2810	103	21	of	of	ADP
iajs-2810	103	22	1.0	1.0	NUM
iajs-2810	103	23	wt.%	wt.%	ADJ
iajs-2810	103	24	,	,	PUNCT
iajs-2810	103	25	temperature	temperature	NOUN
iajs-2810	103	26	60	60	NUM
iajs-2810	103	27	oc	oc	NOUN
iajs-2810	103	28	and	and	CCONJ
iajs-2810	103	29	a	a	DET
iajs-2810	103	30	molar	molar	ADJ
iajs-2810	103	31	ratio	ratio	NOUN
iajs-2810	103	32	(	(	PUNCT
iajs-2810	103	33	1:3	1:3	NUM
iajs-2810	103	34	,	,	PUNCT
iajs-2810	103	35	1:6	1:6	NUM
iajs-2810	103	36	,	,	PUNCT
iajs-2810	103	37	1:12	1:12	NUM
iajs-2810	103	38	)	)	PUNCT
iajs-2810	103	39	,	,	PUNCT
iajs-2810	103	40	the	the	DET
iajs-2810	103	41	optimization	optimization	NOUN
iajs-2810	103	42	solution	solution	NOUN
iajs-2810	103	43	with	with	ADP
iajs-2810	103	44	the	the	DET
iajs-2810	103	45	molar	molar	ADJ
iajs-2810	103	46	ratio	ratio	NOUN
iajs-2810	103	47	(	(	PUNCT
iajs-2810	103	48	1:3	1:3	NUM
iajs-2810	103	49	)	)	PUNCT
iajs-2810	103	50	,	,	PUNCT
iajs-2810	103	51	time	time	NOUN
iajs-2810	103	52	(	(	PUNCT
iajs-2810	103	53	49.359	49.359	NUM
iajs-2810	103	54	)	)	PUNCT
iajs-2810	103	55	and	and	CCONJ
iajs-2810	103	56	speed	speed	NOUN
iajs-2810	103	57	(	(	PUNCT
iajs-2810	103	58	500.00	500.00	NUM
iajs-2810	103	59	rpm	rpm	NOUN
iajs-2810	103	60	)	)	PUNCT
iajs-2810	103	61	yielded	yield	VERB
iajs-2810	103	62	biodiesel	biodiesel	NOUN
iajs-2810	103	63	(	(	PUNCT
iajs-2810	103	64	rsab	rsab	VERB
iajs-2810	103	65	)	)	PUNCT
iajs-2810	103	66	of	of	ADP
iajs-2810	103	67	88.664	88.664	NUM
iajs-2810	103	68	%	%	NOUN
iajs-2810	103	69	,	,	PUNCT
iajs-2810	103	70	with	with	ADP
iajs-2810	103	71	the	the	DET
iajs-2810	103	72	stipulated	stipulate	VERB
iajs-2810	103	73	overall	overall	ADJ
iajs-2810	103	74	desirability	desirability	NOUN
iajs-2810	103	75	of	of	ADP
iajs-2810	103	76	0.892	0.892	NUM
iajs-2810	103	77	.	.	PUNCT
iajs-2810	104	1	molar	molar	ADJ
iajs-2810	104	2	ratio	ratio	NOUN
iajs-2810	104	3	,	,	PUNCT
iajs-2810	104	4	time	time	NOUN
iajs-2810	104	5	,	,	PUNCT
iajs-2810	104	6	and	and	CCONJ
iajs-2810	104	7	speed	speed	NOUN
iajs-2810	104	8	,	,	PUNCT
iajs-2810	104	9	were	be	AUX
iajs-2810	104	10	all	all	PRON
iajs-2810	104	11	important	important	ADJ
iajs-2810	104	12	variables	variable	NOUN
iajs-2810	104	13	in	in	ADP
iajs-2810	104	14	biodiesel	biodiesel	NOUN
iajs-2810	104	15	synthesis	synthesis	NOUN
iajs-2810	104	16	,	,	PUNCT
iajs-2810	104	17	according	accord	VERB
iajs-2810	104	18	to	to	ADP
iajs-2810	104	19	the	the	DET
iajs-2810	104	20	results	result	NOUN
iajs-2810	104	21	of	of	ADP
iajs-2810	104	22	the	the	DET
iajs-2810	104	23	analysis	analysis	NOUN
iajs-2810	104	24	of	of	ADP
iajs-2810	104	25	variance	variance	NOUN
iajs-2810	104	26	(	(	PUNCT
iajs-2810	104	27	anova	anova	PROPN
iajs-2810	104	28	)	)	PUNCT
iajs-2810	104	29	.	.	PUNCT
iajs-2810	105	1	table	table	NOUN
iajs-2810	105	2	14	14	NUM
iajs-2810	105	3	.	.	PUNCT
iajs-2810	106	1	optimization	optimization	NOUN
iajs-2810	106	2	solutions	solution	NOUN
iajs-2810	106	3	for	for	ADP
iajs-2810	106	4	the	the	DET
iajs-2810	106	5	three	three	NUM
iajs-2810	106	6	biodiesel	biodiesel	NOUN
iajs-2810	106	7	optimizations	optimization	NOUN
iajs-2810	106	8	(	(	PUNCT
iajs-2810	106	9	rjb	rjb	PROPN
iajs-2810	106	10	,	,	PUNCT
iajs-2810	106	11	rsb	rsb	NOUN
iajs-2810	106	12	and	and	CCONJ
iajs-2810	106	13	rsab	rsab	ADJ
iajs-2810	106	14	)	)	PUNCT
iajs-2810	106	15	number	number	NOUN
iajs-2810	106	16	molar	molar	NOUN
iajs-2810	106	17	ratio	ratio	NOUN
iajs-2810	106	18	time	time	NOUN
iajs-2810	106	19	speed	speed	NOUN
iajs-2810	106	20	yield	yield	NOUN
iajs-2810	106	21	desirability	desirability	NOUN
iajs-2810	106	22	rjb	rjb	PROPN
iajs-2810	106	23	3.000	3.000	NUM
iajs-2810	106	24	40.910	40.910	NUM
iajs-2810	106	25	500.000	500.000	NUM
iajs-2810	106	26	86.937	86.937	NUM
iajs-2810	106	27	0.995	0.995	NUM
iajs-2810	106	28	selected	select	VERB
iajs-2810	106	29	rsb	rsb	NOUN
iajs-2810	106	30	6.930	6.930	NUM
iajs-2810	106	31	41.734	41.734	NUM
iajs-2810	106	32	619.262	619.262	NUM
iajs-2810	106	33	88.545	88.545	NUM
iajs-2810	106	34	0.931	0.931	NUM
iajs-2810	106	35	selected	select	VERB
iajs-2810	106	36	rsab	rsab	VERB
iajs-2810	106	37	3.000	3.000	NUM
iajs-2810	106	38	49.359	49.359	NUM
iajs-2810	106	39	500.000	500.000	NUM
iajs-2810	106	40	88.664	88.664	NUM
iajs-2810	106	41	0.892	0.892	NUM
iajs-2810	106	42	selected	select	VERB
iajs-2810	106	43	4.conclusions	4.conclusion	NOUN
iajs-2810	106	44	the	the	DET
iajs-2810	106	45	optimal	optimal	ADJ
iajs-2810	106	46	parameters	parameter	NOUN
iajs-2810	106	47	for	for	ADP
iajs-2810	106	48	biodiesel	biodiesel	NOUN
iajs-2810	106	49	were	be	AUX
iajs-2810	106	50	studied	study	VERB
iajs-2810	106	51	in	in	ADP
iajs-2810	106	52	this	this	DET
iajs-2810	106	53	study	study	NOUN
iajs-2810	106	54	using	use	VERB
iajs-2810	106	55	the	the	DET
iajs-2810	106	56	surface	surface	NOUN
iajs-2810	106	57	response	response	NOUN
iajs-2810	106	58	methodology	methodology	NOUN
iajs-2810	106	59	of	of	ADP
iajs-2810	106	60	box	box	NOUN
iajs-2810	106	61	-	-	PUNCT
iajs-2810	106	62	behnken	behnken	VERB
iajs-2810	106	63	design	design	NOUN
iajs-2810	106	64	.	.	PUNCT
iajs-2810	107	1	it	it	PRON
iajs-2810	107	2	demonstrated	demonstrate	VERB
iajs-2810	107	3	and	and	CCONJ
iajs-2810	107	4	compared	compare	VERB
iajs-2810	107	5	the	the	DET
iajs-2810	107	6	desirability	desirability	NOUN
iajs-2810	107	7	package	package	NOUN
iajs-2810	107	8	's	's	PART
iajs-2810	107	9	ability	ability	NOUN
iajs-2810	107	10	to	to	PART
iajs-2810	107	11	combine	combine	VERB
iajs-2810	107	12	production	production	NOUN
iajs-2810	107	13	factors	factor	NOUN
iajs-2810	107	14	to	to	PART
iajs-2810	107	15	produce	produce	VERB
iajs-2810	107	16	three	three	NUM
iajs-2810	107	17	optimal	optimal	ADJ
iajs-2810	107	18	biodiesel	biodiesel	NOUN
iajs-2810	107	19	productions	production	NOUN
iajs-2810	107	20	with	with	ADP
iajs-2810	107	21	a	a	DET
iajs-2810	107	22	fixed	fix	VERB
iajs-2810	107	23	catalyst	catalyst	NOUN
iajs-2810	107	24	,	,	PUNCT
iajs-2810	107	25	temperature	temperature	NOUN
iajs-2810	107	26	and	and	CCONJ
iajs-2810	107	27	under	under	ADP
iajs-2810	107	28	diverse	diverse	ADJ
iajs-2810	107	29	molar	molar	ADJ
iajs-2810	107	30	ratio	ratio	NOUN
iajs-2810	107	31	,	,	PUNCT
iajs-2810	107	32	time	time	NOUN
iajs-2810	107	33	,	,	PUNCT
iajs-2810	107	34	and	and	CCONJ
iajs-2810	107	35	speed	speed	NOUN
iajs-2810	107	36	for	for	ADP
iajs-2810	107	37	the	the	DET
iajs-2810	107	38	optimization	optimization	NOUN
iajs-2810	107	39	scenarios	scenario	NOUN
iajs-2810	107	40	.	.	PUNCT
iajs-2810	108	1	the	the	DET
iajs-2810	108	2	correctness	correctness	NOUN
iajs-2810	108	3	of	of	ADP
iajs-2810	108	4	the	the	DET
iajs-2810	108	5	projected	project	VERB
iajs-2810	108	6	technique	technique	NOUN
iajs-2810	108	7	was	be	AUX
iajs-2810	108	8	tested	test	VERB
iajs-2810	108	9	using	use	VERB
iajs-2810	108	10	the	the	DET
iajs-2810	108	11	biodiesel	biodiesel	NOUN
iajs-2810	108	12	data	datum	NOUN
iajs-2810	108	13	obtained	obtain	VERB
iajs-2810	108	14	from	from	ADP
iajs-2810	108	15	the	the	DET
iajs-2810	108	16	three	three	NUM
iajs-2810	108	17	sets	set	NOUN
iajs-2810	108	18	of	of	ADP
iajs-2810	108	19	combination	combination	NOUN
iajs-2810	108	20	variable	variable	ADJ
iajs-2810	108	21	testing	testing	NOUN
iajs-2810	108	22	.	.	PUNCT
iajs-2810	109	1	biodiesel	biodiesel	NOUN
iajs-2810	109	2	yields	yield	NOUN
iajs-2810	109	3	of	of	ADP
iajs-2810	109	4	86.937	86.937	NUM
iajs-2810	109	5	%	%	NOUN
iajs-2810	109	6	,	,	PUNCT
iajs-2810	109	7	88.545	88.545	NUM
iajs-2810	109	8	%	%	NOUN
iajs-2810	109	9	,	,	PUNCT
iajs-2810	109	10	and	and	CCONJ
iajs-2810	109	11	88.664	88.664	NUM
iajs-2810	109	12	%	%	NOUN
iajs-2810	109	13	were	be	AUX
iajs-2810	109	14	predicted	predict	VERB
iajs-2810	109	15	by	by	ADP
iajs-2810	109	16	rjo	rjo	PROPN
iajs-2810	109	17	,	,	PUNCT
iajs-2810	109	18	rjb	rjb	PROPN
iajs-2810	109	19	,	,	PUNCT
iajs-2810	109	20	and	and	CCONJ
iajs-2810	109	21	rsab	rsab	VERB
iajs-2810	109	22	,	,	PUNCT
iajs-2810	109	23	respectively	respectively	ADV
iajs-2810	109	24	,	,	PUNCT
iajs-2810	109	25	with	with	ADP
iajs-2810	109	26	less	less	ADJ
iajs-2810	109	27	than	than	ADP
iajs-2810	109	28	0.2	0.2	NUM
iajs-2810	109	29	%	%	NOUN
iajs-2810	109	30	variation	variation	NOUN
iajs-2810	109	31	.	.	PUNCT
iajs-2810	110	1	biodiesel	biodiesel	NOUN
iajs-2810	110	2	properties	property	NOUN
iajs-2810	110	3	were	be	AUX
iajs-2810	110	4	investigated	investigate	VERB
iajs-2810	110	5	,	,	PUNCT
iajs-2810	110	6	and	and	CCONJ
iajs-2810	110	7	the	the	DET
iajs-2810	110	8	results	result	NOUN
iajs-2810	110	9	were	be	AUX
iajs-2810	110	10	found	find	VERB
iajs-2810	110	11	to	to	PART
iajs-2810	110	12	meet	meet	VERB
iajs-2810	110	13	both	both	DET
iajs-2810	110	14	astm	astm	PROPN
iajs-2810	110	15	d6751	d6751	PROPN
iajs-2810	110	16	and	and	CCONJ
iajs-2810	110	17	en14214	en14214	ADJ
iajs-2810	110	18	standards	standard	NOUN
iajs-2810	110	19	.	.	PUNCT
iajs-2810	111	1	the	the	DET
iajs-2810	111	2	optimal	optimal	ADJ
iajs-2810	111	3	yield	yield	NOUN
iajs-2810	111	4	outputs	output	NOUN
iajs-2810	111	5	for	for	ADP
iajs-2810	111	6	each	each	PRON
iajs-2810	111	7	of	of	ADP
iajs-2810	111	8	these	these	DET
iajs-2810	111	9	biodiesels	biodiesel	NOUN
iajs-2810	111	10	were	be	AUX
iajs-2810	111	11	obtained	obtain	VERB
iajs-2810	111	12	,	,	PUNCT
iajs-2810	111	13	and	and	CCONJ
iajs-2810	111	14	the	the	DET
iajs-2810	111	15	effects	effect	NOUN
iajs-2810	111	16	of	of	ADP
iajs-2810	111	17	molar	molar	ADJ
iajs-2810	111	18	ratio	ratio	NOUN
iajs-2810	111	19	,	,	PUNCT
iajs-2810	111	20	and	and	CCONJ
iajs-2810	111	21	time	time	NOUN
iajs-2810	111	22	on	on	ADP
iajs-2810	111	23	biodiesel	biodiesel	NOUN
iajs-2810	111	24	yield	yield	NOUN
iajs-2810	111	25	from	from	ADP
iajs-2810	111	26	the	the	DET
iajs-2810	111	27	rjo	rjo	NOUN
iajs-2810	111	28	,	,	PUNCT
iajs-2810	111	29	rso	rso	PROPN
iajs-2810	111	30	,	,	PUNCT
iajs-2810	111	31	and	and	CCONJ
iajs-2810	111	32	rsao	rsao	NOUN
iajs-2810	111	33	were	be	AUX
iajs-2810	111	34	major	major	ADJ
iajs-2810	111	35	parameters	parameter	NOUN
iajs-2810	111	36	that	that	PRON
iajs-2810	111	37	greatly	greatly	ADV
iajs-2810	111	38	influenced	influence	VERB
iajs-2810	111	39	the	the	DET
iajs-2810	111	40	yield	yield	NOUN
iajs-2810	111	41	,	,	PUNCT
iajs-2810	111	42	although	although	SCONJ
iajs-2810	111	43	speed	speed	NOUN
iajs-2810	111	44	altered	alter	VERB
iajs-2810	111	45	only	only	ADV
iajs-2810	111	46	a	a	DET
iajs-2810	111	47	little	little	ADJ
iajs-2810	111	48	.	.	PUNCT
iajs-2810	112	1	finally	finally	ADV
iajs-2810	112	2	,	,	PUNCT
iajs-2810	112	3	the	the	DET
iajs-2810	112	4	use	use	NOUN
iajs-2810	112	5	of	of	ADP
iajs-2810	112	6	low	low	ADJ
iajs-2810	112	7	-	-	PUNCT
iajs-2810	112	8	cost	cost	NOUN
iajs-2810	112	9	feedstock	feedstock	NOUN
iajs-2810	112	10	,	,	PUNCT
iajs-2810	112	11	such	such	ADJ
iajs-2810	112	12	as	as	ADP
iajs-2810	112	13	non	non	ADJ
iajs-2810	112	14	-	-	ADJ
iajs-2810	112	15	edible	edible	ADJ
iajs-2810	112	16	vegetable	vegetable	NOUN
iajs-2810	112	17	oils	oil	NOUN
iajs-2810	112	18	,	,	PUNCT
iajs-2810	112	19	increasing	increase	VERB
iajs-2810	112	20	production	production	NOUN
iajs-2810	112	21	efficiency	efficiency	NOUN
iajs-2810	112	22	through	through	ADP
iajs-2810	112	23	process	process	NOUN
iajs-2810	112	24	parameters	parameter	NOUN
iajs-2810	112	25	and	and	CCONJ
iajs-2810	112	26	variable	variable	ADJ
iajs-2810	112	27	optimization	optimization	NOUN
iajs-2810	112	28	,	,	PUNCT
iajs-2810	112	29	and	and	CCONJ
iajs-2810	112	30	lowering	lower	VERB
iajs-2810	112	31	catalyst	catalyst	NOUN
iajs-2810	112	32	prices	price	NOUN
iajs-2810	112	33	through	through	ADP
iajs-2810	112	34	catalyst	catalyst	NOUN
iajs-2810	112	35	regeneration	regeneration	NOUN
iajs-2810	112	36	are	be	AUX
iajs-2810	112	37	all	all	PRON
iajs-2810	112	38	major	major	ADJ
iajs-2810	112	39	issues	issue	NOUN
iajs-2810	112	40	affecting	affect	VERB
iajs-2810	112	41	mass	mass	ADJ
iajs-2810	112	42	production	production	NOUN
iajs-2810	112	43	that	that	SCONJ
iajs-2810	112	44	this	this	DET
iajs-2810	112	45	work	work	NOUN
iajs-2810	112	46	addressed	address	VERB
iajs-2810	112	47	.	.	PUNCT
iajs-2810	113	1	references	reference	NOUN
iajs-2810	113	2	ihjpas	ihjpa	VERB
iajs-2810	113	3	.	.	PUNCT
iajs-2810	114	1	53	53	NUM
iajs-2810	114	2	(	(	PUNCT
iajs-2810	114	3	3)2022	3)2022	NOUN
iajs-2810	114	4	108	108	NUM
iajs-2810	114	5	1	1	NUM
iajs-2810	114	6	.	.	PUNCT
iajs-2810	115	1	sahoo	sahoo	PROPN
iajs-2810	115	2	,	,	PUNCT
iajs-2810	115	3	p.k	p.k	PROPN
iajs-2810	115	4	.	.	PROPN
iajs-2810	115	5	;	;	PUNCT
iajs-2810	115	6	das	das	PROPN
iajs-2810	115	7	,	,	PUNCT
iajs-2810	115	8	l.m	l.m	PROPN
iajs-2810	115	9	.	.	PROPN
iajs-2810	115	10	process	process	NOUN
iajs-2810	115	11	optimization	optimization	NOUN
iajs-2810	115	12	for	for	ADP
iajs-2810	115	13	biodiesel	biodiesel	NOUN
iajs-2810	115	14	production	production	NOUN
iajs-2810	115	15	from	from	ADP
iajs-2810	115	16	jatropha	jatropha	NOUN
iajs-2810	115	17	,	,	PUNCT
iajs-2810	115	18	karanja	karanja	NOUN
iajs-2810	115	19	and	and	CCONJ
iajs-2810	115	20	polanga	polanga	ADJ
iajs-2810	115	21	oils	oil	NOUN
iajs-2810	115	22	,	,	PUNCT
iajs-2810	115	23	fuel	fuel	NOUN
iajs-2810	115	24	.	.	PUNCT
iajs-2810	116	1	2009	2009	NUM
iajs-2810	116	2	,	,	PUNCT
iajs-2810	116	3	88	88	NUM
iajs-2810	116	4	,	,	PUNCT
iajs-2810	116	5	94	94	NUM
iajs-2810	116	6	-	-	SYM
iajs-2810	116	7	1588	1588	NUM
iajs-2810	116	8	.	.	PUNCT
iajs-2810	117	1	2	2	X
iajs-2810	117	2	.	.	X
iajs-2810	117	3	mitrović	mitrović	NOUN
iajs-2810	117	4	pm	pm	PROPN
iajs-2810	117	5	,	,	PUNCT
iajs-2810	117	6	stamenković	stamenković	VERB
iajs-2810	117	7	os	os	PROPN
iajs-2810	117	8	,	,	PUNCT
iajs-2810	117	9	banković	banković	NOUN
iajs-2810	117	10	-	-	PUNCT
iajs-2810	117	11	ilić	ilić	PROPN
iajs-2810	117	12	i	i	PROPN
iajs-2810	117	13	,	,	PUNCT
iajs-2810	117	14	djalović	djalović	PROPN
iajs-2810	117	15	ig	ig	PROPN
iajs-2810	117	16	,	,	PUNCT
iajs-2810	117	17	nježić	nježić	NOUN
iajs-2810	117	18	zb	zb	PROPN
iajs-2810	117	19	,	,	PUNCT
iajs-2810	117	20	farooq	farooq	PROPN
iajs-2810	117	21	m	m	PROPN
iajs-2810	117	22	,	,	PUNCT
iajs-2810	117	23	et	et	PROPN
iajs-2810	117	24	al	al	PROPN
iajs-2810	117	25	.	.	PROPN
iajs-2810	117	26	white	white	PROPN
iajs-2810	117	27	mustard	mustard	PROPN
iajs-2810	117	28	(	(	PUNCT
iajs-2810	117	29	sinapis	sinapis	PROPN
iajs-2810	117	30	alba	alba	PROPN
iajs-2810	117	31	l.	l.	PROPN
iajs-2810	117	32	)	)	PUNCT
iajs-2810	117	33	oil	oil	NOUN
iajs-2810	117	34	in	in	ADP
iajs-2810	117	35	biodiesel	biodiesel	NOUN
iajs-2810	117	36	production	production	NOUN
iajs-2810	117	37	:	:	PUNCT
iajs-2810	117	38	a	a	DET
iajs-2810	117	39	review	review	NOUN
iajs-2810	117	40	.	.	PUNCT
iajs-2810	118	1	front	front	ADJ
iajs-2810	118	2	plant	plant	NOUN
iajs-2810	118	3	sci	sci	PROPN
iajs-2810	118	4	2020;11:299	2020;11:299	NUM
iajs-2810	118	5	.	.	PROPN
iajs-2810	119	1	3	3	NUM
iajs-2810	119	2	.	.	X
iajs-2810	119	3	leung	leung	PROPN
iajs-2810	119	4	,	,	PUNCT
iajs-2810	119	5	d.y.c	d.y.c	PROPN
iajs-2810	119	6	.	.	PUNCT
iajs-2810	119	7	;	;	PUNCT
iajs-2810	120	1	wux	wux	PROPN
iajs-2810	120	2	;	;	PUNCT
iajs-2810	120	3	leung	leung	PROPN
iajs-2810	120	4	,	,	PUNCT
iajs-2810	120	5	m.k.h.a	m.k.h.a	PROPN
iajs-2810	120	6	.	.	PROPN
iajs-2810	120	7	(	(	PUNCT
iajs-2810	120	8	2010	2010	NUM
iajs-2810	120	9	)	)	PUNCT
iajs-2810	120	10	.	.	PUNCT
iajs-2810	121	1	review	review	NOUN
iajs-2810	121	2	on	on	ADP
iajs-2810	121	3	biodiesel	biodiesel	NOUN
iajs-2810	121	4	production	production	NOUN
iajs-2810	121	5	using	use	VERB
iajs-2810	121	6	catalyzed	catalyze	VERB
iajs-2810	121	7	transesterification	transesterification	NOUN
iajs-2810	121	8	.	.	PUNCT
iajs-2810	122	1	applied	apply	VERB
iajs-2810	122	2	energy	energy	NOUN
iajs-2810	122	3	.	.	PUNCT
iajs-2810	123	1	2010	2010	NUM
iajs-2810	123	2	,	,	PUNCT
iajs-2810	123	3	87	87	NUM
iajs-2810	123	4	,	,	PUNCT
iajs-2810	123	5	95	95	NUM
iajs-2810	123	6	-	-	SYM
iajs-2810	123	7	1083	1083	NUM
iajs-2810	123	8	.	.	PUNCT
iajs-2810	124	1	4	4	X
iajs-2810	124	2	.	.	X
iajs-2810	124	3	chitra	chitra	PROPN
iajs-2810	124	4	,	,	PUNCT
iajs-2810	124	5	p.	p.	PROPN
iajs-2810	124	6	;	;	PUNCT
iajs-2810	124	7	venkatachalam	venkatachalam	PROPN
iajs-2810	124	8	,	,	PUNCT
iajs-2810	124	9	p.	p.	PROPN
iajs-2810	124	10	;	;	PUNCT
iajs-2810	124	11	sampathrajan	sampathrajan	NOUN
iajs-2810	124	12	,	,	PUNCT
iajs-2810	124	13	a.	a.	NOUN
iajs-2810	124	14	optimisation	optimisation	NOUN
iajs-2810	124	15	of	of	ADP
iajs-2810	124	16	experimental	experimental	ADJ
iajs-2810	124	17	conditions	condition	NOUN
iajs-2810	124	18	for	for	ADP
iajs-2810	124	19	biodiesel	biodiesel	NOUN
iajs-2810	124	20	production	production	NOUN
iajs-2810	124	21	from	from	ADP
iajs-2810	124	22	alkali	alkali	ADJ
iajs-2810	124	23	-	-	PUNCT
iajs-2810	124	24	catalysedtransesterification	catalysedtransesterification	NOUN
iajs-2810	124	25	of	of	ADP
iajs-2810	124	26	jatropha	jatropha	PROPN
iajs-2810	124	27	curcas	curca	NOUN
iajs-2810	124	28	oil	oil	NOUN
iajs-2810	124	29	.	.	PUNCT
iajs-2810	125	1	energy	energy	NOUN
iajs-2810	125	2	for	for	ADP
iajs-2810	125	3	sustainable	sustainable	ADJ
iajs-2810	125	4	development.2005	development.2005	NOUN
iajs-2810	125	5	,	,	PUNCT
iajs-2810	125	6	9	9	NUM
iajs-2810	125	7	,	,	PUNCT
iajs-2810	125	8	8	8	NUM
iajs-2810	125	9	-	-	SYM
iajs-2810	125	10	13	13	NUM
iajs-2810	125	11	.	.	PUNCT
iajs-2810	126	1	5	5	NUM
iajs-2810	126	2	.	.	X
iajs-2810	126	3	kumar	kumar	PROPN
iajs-2810	126	4	,	,	PUNCT
iajs-2810	126	5	s.;jain	s.;jain	PROPN
iajs-2810	126	6	,	,	PUNCT
iajs-2810	126	7	s.	s.	PROPN
iajs-2810	126	8	;	;	PUNCT
iajs-2810	126	9	kumar	kumar	PROPN
iajs-2810	126	10	,	,	PUNCT
iajs-2810	126	11	h.	h.	PROPN
iajs-2810	126	12	experimental	experimental	ADJ
iajs-2810	126	13	study	study	NOUN
iajs-2810	126	14	on	on	ADP
iajs-2810	126	15	biodiesel	biodiesel	NOUN
iajs-2810	126	16	production	production	NOUN
iajs-2810	126	17	parameter	parameter	NOUN
iajs-2810	126	18	optimization	optimization	NOUN
iajs-2810	126	19	of	of	ADP
iajs-2810	126	20	jatropha	jatropha	NOUN
iajs-2810	126	21	-	-	PUNCT
iajs-2810	126	22	algae	algae	NOUN
iajs-2810	126	23	oil	oil	NOUN
iajs-2810	126	24	mixtures	mixture	NOUN
iajs-2810	126	25	and	and	CCONJ
iajs-2810	126	26	performance	performance	NOUN
iajs-2810	126	27	and	and	CCONJ
iajs-2810	126	28	emission	emission	NOUN
iajs-2810	126	29	analysis	analysis	NOUN
iajs-2810	126	30	of	of	ADP
iajs-2810	126	31	a	a	DET
iajs-2810	126	32	diesel	diesel	NOUN
iajs-2810	126	33	engine	engine	NOUN
iajs-2810	126	34	coupled	couple	VERB
iajs-2810	126	35	with	with	ADP
iajs-2810	126	36	a	a	DET
iajs-2810	126	37	generator	generator	NOUN
iajs-2810	126	38	fueled	fuel	VERB
iajs-2810	126	39	with	with	ADP
iajs-2810	126	40	diesel	diesel	NOUN
iajs-2810	126	41	/	/	SYM
iajs-2810	126	42	biodiesel	biodiesel	NOUN
iajs-2810	126	43	blends	blend	NOUN
iajs-2810	126	44	.	.	PUNCT
iajs-2810	127	1	acs	acs	PROPN
iajs-2810	127	2	omega	omega	PROPN
iajs-2810	127	3	2020,5(28):17033–41	2020,5(28):17033–41	NOUN
iajs-2810	127	4	.	.	PUNCT
iajs-2810	128	1	6	6	NUM
iajs-2810	128	2	.	.	X
iajs-2810	128	3	lu	lu	PROPN
iajs-2810	128	4	,	,	PUNCT
iajs-2810	128	5	h.	h.	PROPN
iajs-2810	128	6	;	;	PUNCT
iajs-2810	128	7	liu	liu	PROPN
iajs-2810	128	8	,	,	PUNCT
iajs-2810	128	9	y.	y.	PROPN
iajs-2810	128	10	;	;	PUNCT
iajs-2810	128	11	zhou	zhou	PROPN
iajs-2810	128	12	,	,	PUNCT
iajs-2810	128	13	h.	h.	PROPN
iajs-2810	128	14	;	;	PUNCT
iajs-2810	128	15	yang	yang	PROPN
iajs-2810	128	16	,	,	PUNCT
iajs-2810	128	17	y.;chen	y.;chen	NOUN
iajs-2810	128	18	,	,	PUNCT
iajs-2810	128	19	m.	m.	NOUN
iajs-2810	128	20	;	;	PUNCT
iajs-2810	128	21	liang	liang	PROPN
iajs-2810	128	22	,	,	PUNCT
iajs-2810	128	23	b.	b.	PROPN
iajs-2810	128	24	production	production	NOUN
iajs-2810	128	25	of	of	ADP
iajs-2810	128	26	biodiesel	biodiesel	NOUN
iajs-2810	128	27	from	from	ADP
iajs-2810	128	28	jatropha	jatropha	PROPN
iajs-2810	128	29	curcas	curcas	PROPN
iajs-2810	128	30	l.	l.	PROPN
iajs-2810	128	31	oil	oil	PROPN
iajs-2810	128	32	.	.	PUNCT
iajs-2810	129	1	computers	computer	NOUN
iajs-2810	129	2	and	and	CCONJ
iajs-2810	129	3	chemical	chemical	NOUN
iajs-2810	129	4	engineering	engineering	NOUN
iajs-2810	129	5	,	,	PUNCT
iajs-2810	129	6	2009,33	2009,33	NUM
iajs-2810	129	7	,	,	PUNCT
iajs-2810	129	8	6	6	NUM
iajs-2810	129	9	-	-	SYM
iajs-2810	129	10	1091	1091	NUM
iajs-2810	129	11	.	.	PUNCT
iajs-2810	130	1	7	7	X
iajs-2810	130	2	.	.	X
iajs-2810	130	3	jafarihaghighi	jafarihaghighi	PROPN
iajs-2810	130	4	f	f	PROPN
iajs-2810	130	5	,	,	PUNCT
iajs-2810	130	6	ardjmand	ardjmand	PROPN
iajs-2810	130	7	m	m	PROPN
iajs-2810	130	8	,	,	PUNCT
iajs-2810	130	9	salar	salar	PROPN
iajs-2810	130	10	hassani	hassani	PROPN
iajs-2810	130	11	m	m	PROPN
iajs-2810	130	12	,	,	PUNCT
iajs-2810	130	13	mirzajanzadeh	mirzajanzadeh	PROPN
iajs-2810	130	14	m	m	PROPN
iajs-2810	130	15	,	,	PUNCT
iajs-2810	130	16	bahrami	bahrami	ADJ
iajs-2810	130	17	h.	h.	PROPN
iajs-2810	130	18	effect	effect	NOUN
iajs-2810	130	19	of	of	ADP
iajs-2810	130	20	fatty	fatty	NOUN
iajs-2810	130	21	acid	acid	NOUN
iajs-2810	130	22	profiles	profile	NOUN
iajs-2810	130	23	and	and	CCONJ
iajs-2810	130	24	molecular	molecular	ADJ
iajs-2810	130	25	structures	structure	NOUN
iajs-2810	130	26	of	of	ADP
iajs-2810	130	27	nine	nine	NUM
iajs-2810	130	28	new	new	ADJ
iajs-2810	130	29	source	source	NOUN
iajs-2810	130	30	of	of	ADP
iajs-2810	130	31	biodiesel	biodiesel	NOUN
iajs-2810	130	32	on	on	ADP
iajs-2810	130	33	combustion	combustion	NOUN
iajs-2810	130	34	and	and	CCONJ
iajs-2810	130	35	emission	emission	NOUN
iajs-2810	130	36	.	.	PUNCT
iajs-2810	131	1	acs	acs	PROPN
iajs-2810	131	2	omega	omega	PROPN
iajs-2810	131	3	2020,5(26),16053–63	2020,5(26),16053–63	NUM
iajs-2810	131	4	.	.	NOUN
iajs-2810	131	5	8	8	NUM
iajs-2810	131	6	.	.	X
iajs-2810	131	7	tiwari	tiwari	PROPN
iajs-2810	131	8	,	,	PUNCT
iajs-2810	131	9	a.k	a.k	PROPN
iajs-2810	131	10	.	.	PROPN
iajs-2810	131	11	;	;	PUNCT
iajs-2810	131	12	kumar	kumar	PROPN
iajs-2810	131	13	,	,	PUNCT
iajs-2810	131	14	a.	a.	NOUN
iajs-2810	131	15	;	;	PUNCT
iajs-2810	131	16	raheman	raheman	NOUN
iajs-2810	131	17	,	,	PUNCT
iajs-2810	131	18	h.	h.	PROPN
iajs-2810	131	19	biodiesel	biodiesel	PROPN
iajs-2810	131	20	production	production	NOUN
iajs-2810	131	21	from	from	ADP
iajs-2810	131	22	jatropha	jatropha	NOUN
iajs-2810	131	23	oil	oil	NOUN
iajs-2810	131	24	(	(	PUNCT
iajs-2810	131	25	jatropha	jatropha	NOUN
iajs-2810	131	26	curcas	curca	NOUN
iajs-2810	131	27	)	)	PUNCT
iajs-2810	131	28	with	with	ADP
iajs-2810	131	29	high	high	ADJ
iajs-2810	131	30	free	free	ADJ
iajs-2810	131	31	fatty	fatty	NOUN
iajs-2810	131	32	acids	acid	NOUN
iajs-2810	131	33	:	:	PUNCT
iajs-2810	131	34	an	an	DET
iajs-2810	131	35	optimized	optimize	VERB
iajs-2810	131	36	process	process	NOUN
iajs-2810	131	37	.	.	PUNCT
iajs-2810	132	1	biomass	biomass	NOUN
iajs-2810	132	2	and	and	CCONJ
iajs-2810	132	3	bioenergy	bioenergy	NOUN
iajs-2810	132	4	,	,	PUNCT
iajs-2810	132	5	2007,31,75	2007,31,75	NUM
iajs-2810	132	6	-	-	SYM
iajs-2810	132	7	569	569	NUM
iajs-2810	132	8	.	.	NOUN
iajs-2810	133	1	9	9	NUM
iajs-2810	133	2	.	.	X
iajs-2810	133	3	mnam	mnam	PROPN
iajs-2810	133	4	,	,	PUNCT
iajs-2810	133	5	y.	y.	PROPN
iajs-2810	133	6	;	;	PUNCT
iajs-2810	133	7	nwm	nwm	PROPN
iajs-2810	133	8	z	z	PROPN
iajs-2810	133	9	,	,	PUNCT
iajs-2810	133	10	nl	nl	PROPN
iajs-2810	133	11	s.	s.	PROPN
iajs-2810	133	12	sustainability	sustainability	PROPN
iajs-2810	133	13	of	of	ADP
iajs-2810	133	14	palm	palm	NOUN
iajs-2810	133	15	biodiesel	biodiesel	NOUN
iajs-2810	133	16	in	in	ADP
iajs-2810	133	17	transportation	transportation	NOUN
iajs-2810	133	18	:	:	PUNCT
iajs-2810	133	19	a	a	DET
iajs-2810	133	20	review	review	NOUN
iajs-2810	133	21	on	on	ADP
iajs-2810	133	22	biofuel	biofuel	NOUN
iajs-2810	133	23	standard	standard	NOUN
iajs-2810	133	24	,	,	PUNCT
iajs-2810	133	25	policy	policy	NOUN
iajs-2810	133	26	and	and	CCONJ
iajs-2810	133	27	international	international	ADJ
iajs-2810	133	28	collaboration	collaboration	NOUN
iajs-2810	133	29	between	between	ADP
iajs-2810	133	30	malaysia	malaysia	PROPN
iajs-2810	133	31	and	and	CCONJ
iajs-2810	133	32	colombia	colombia	PROPN
iajs-2810	133	33	.	.	PUNCT
iajs-2810	134	1	bioenergy	bioenergy	NOUN
iajs-2810	134	2	res	re	NOUN
iajs-2810	134	3	pp	pp	X
iajs-2810	134	4	.	.	PUNCT
iajs-2810	135	1	2020	2020	NUM
iajs-2810	135	2	,	,	PUNCT
iajs-2810	135	3	1–18	1–18	NUM
iajs-2810	135	4	.	.	PUNCT
iajs-2810	136	1	10	10	NUM
iajs-2810	136	2	.	.	PUNCT
iajs-2810	136	3	miao	miao	NOUN
iajs-2810	136	4	,	,	PUNCT
iajs-2810	136	5	x.	x.	NOUN
iajs-2810	136	6	;	;	PUNCT
iajs-2810	136	7	li	li	PROPN
iajs-2810	136	8	,	,	PUNCT
iajs-2810	136	9	r.	r.	PROPN
iajs-2810	136	10	;	;	PUNCT
iajs-2810	136	11	yao	yao	PROPN
iajs-2810	136	12	,	,	PUNCT
iajs-2810	136	13	h.	h.	PROPN
iajs-2810	136	14	effective	effective	ADJ
iajs-2810	136	15	acid	acid	NOUN
iajs-2810	136	16	-	-	PUNCT
iajs-2810	136	17	catalyzed	catalyze	VERB
iajs-2810	136	18	transesterification	transesterification	NOUN
iajs-2810	136	19	for	for	ADP
iajs-2810	136	20	biodiesel	biodiesel	NOUN
iajs-2810	136	21	production	production	NOUN
iajs-2810	136	22	.	.	PUNCT
iajs-2810	137	1	energy	energy	NOUN
iajs-2810	137	2	conversion	conversion	NOUN
iajs-2810	137	3	and	and	CCONJ
iajs-2810	137	4	management	management	NOUN
iajs-2810	137	5	,	,	PUNCT
iajs-2810	137	6	2009,50	2009,50	ADJ
iajs-2810	137	7	,	,	PUNCT
iajs-2810	137	8	4	4	NUM
iajs-2810	137	9	-	-	SYM
iajs-2810	137	10	2680–4	2680–4	NUM
iajs-2810	137	11	.	.	PUNCT
iajs-2810	138	1	11	11	NUM
iajs-2810	138	2	.	.	PUNCT
iajs-2810	139	1	ishola	ishola	PROPN
iajs-2810	139	2	,	,	PUNCT
iajs-2810	139	3	f.	f.	PROPN
iajs-2810	139	4	;	;	PUNCT
iajs-2810	139	5	adelekan	adelekan	PROPN
iajs-2810	139	6	,	,	PUNCT
iajs-2810	139	7	d.	d.	PROPN
iajs-2810	139	8	;	;	PUNCT
iajs-2810	139	9	mamudu	mamudu	PROPN
iajs-2810	139	10	,	,	PUNCT
iajs-2810	139	11	a.	a.	NOUN
iajs-2810	139	12	;	;	PUNCT
iajs-2810	139	13	abodunrin	abodunrin	NOUN
iajs-2810	139	14	,	,	PUNCT
iajs-2810	139	15	t.	t.	PROPN
iajs-2810	139	16	;	;	PUNCT
iajs-2810	139	17	aworinde	aworinde	PROPN
iajs-2810	139	18	,	,	PUNCT
iajs-2810	139	19	a.	a.	NOUN
iajs-2810	139	20	;	;	PUNCT
iajs-2810	139	21	olatunji	olatunji	X
iajs-2810	139	22	,	,	PUNCT
iajs-2810	139	23	o.	o.	NOUN
iajs-2810	139	24	et	et	PROPN
iajs-2810	139	25	al	al	PROPN
iajs-2810	139	26	.	.	PROPN
iajs-2810	140	1	biodiesel	biodiesel	NOUN
iajs-2810	140	2	production	production	NOUN
iajs-2810	140	3	from	from	ADP
iajs-2810	140	4	palm	palm	NOUN
iajs-2810	140	5	olein	olein	NOUN
iajs-2810	140	6	:	:	PUNCT
iajs-2810	140	7	a	a	DET
iajs-2810	140	8	sustainable	sustainable	ADJ
iajs-2810	140	9	bioresource	bioresource	NOUN
iajs-2810	140	10	for	for	ADP
iajs-2810	140	11	nigeria	nigeria	PROPN
iajs-2810	140	12	.	.	PUNCT
iajs-2810	141	1	heliyon	heliyon	PROPN
iajs-2810	141	2	2020,6(4):e03725	2020,6(4):e03725	PROPN
iajs-2810	141	3	.	.	PUNCT
iajs-2810	142	1	12	12	NUM
iajs-2810	142	2	.	.	PUNCT
iajs-2810	143	1	soriano	soriano	PROPN
iajs-2810	143	2	,	,	PUNCT
iajs-2810	143	3	jr	jr	PROPN
iajs-2810	143	4	,	,	PUNCT
iajs-2810	143	5	n.	n.	PROPN
iajs-2810	143	6	u.	u.	PROPN
iajs-2810	143	7	;	;	PUNCT
iajs-2810	143	8	venditti	venditti	PROPN
iajs-2810	143	9	,	,	PUNCT
iajs-2810	143	10	r.	r.	PROPN
iajs-2810	143	11	;	;	PUNCT
iajs-2810	143	12	argyropoulos	argyropoulos	PROPN
iajs-2810	143	13	,	,	PUNCT
iajs-2810	143	14	d.s	d.s	PROPN
iajs-2810	143	15	.	.	PROPN
iajs-2810	143	16	biodiesel	biodiesel	NOUN
iajs-2810	143	17	synthesis	synthesis	NOUN
iajs-2810	143	18	via	via	ADP
iajs-2810	143	19	homogeneous	homogeneous	ADJ
iajs-2810	143	20	lewis	lewis	PROPN
iajs-2810	143	21	acid	acid	NOUN
iajs-2810	143	22	-	-	PUNCT
iajs-2810	143	23	catalyzed	catalyze	VERB
iajs-2810	143	24	transesterification	transesterification	NOUN
iajs-2810	143	25	.	.	PUNCT
iajs-2810	144	1	fuel	fuel	NOUN
iajs-2810	144	2	,	,	PUNCT
iajs-2810	144	3	2009	2009	NUM
iajs-2810	144	4	,	,	PUNCT
iajs-2810	144	5	88	88	NUM
iajs-2810	144	6	,	,	PUNCT
iajs-2810	144	7	5	5	NUM
iajs-2810	144	8	-	-	SYM
iajs-2810	144	9	560	560	NUM
iajs-2810	144	10	.	.	NOUN
iajs-2810	144	11	13	13	NUM
iajs-2810	144	12	.	.	X
iajs-2810	145	1	gade	gade	PROPN
iajs-2810	145	2	,	,	PUNCT
iajs-2810	145	3	al	al	PROPN
iajs-2810	145	4	,	,	PUNCT
iajs-2810	145	5	hauschild	hauschild	PROPN
iajs-2810	145	6	,	,	PUNCT
iajs-2810	145	7	mz	mz	PROPN
iajs-2810	145	8	,	,	PUNCT
iajs-2810	145	9	laurent	laurent	PROPN
iajs-2810	145	10	,	,	PUNCT
iajs-2810	145	11	a.	a.	NOUN
iajs-2810	145	12	globally	globally	ADV
iajs-2810	145	13	differentiated	differentiate	VERB
iajs-2810	145	14	effect	effect	NOUN
iajs-2810	145	15	factors	factor	NOUN
iajs-2810	145	16	for	for	ADP
iajs-2810	145	17	characterizing	characterize	VERB
iajs-2810	145	18	terrestrial	terrestrial	ADJ
iajs-2810	145	19	acidification	acidification	NOUN
iajs-2810	145	20	in	in	ADP
iajs-2810	145	21	life	life	NOUN
iajs-2810	145	22	cycle	cycle	NOUN
iajs-2810	145	23	impact	impact	NOUN
iajs-2810	145	24	assesment	assesment	NOUN
iajs-2810	145	25	.	.	PUNCT
iajs-2810	146	1	sci	sci	PROPN
iajs-2810	146	2	total	total	PROPN
iajs-2810	146	3	environ	environ	PROPN
iajs-2810	146	4	.	.	PUNCT
iajs-2810	147	1	2021,761	2021,761	NUM
iajs-2810	147	2	.	.	X
iajs-2810	148	1	14	14	NUM
iajs-2810	148	2	.	.	PUNCT
iajs-2810	149	1	georgogianni	georgogianni	PROPN
iajs-2810	149	2	,	,	PUNCT
iajs-2810	149	3	k.g	k.g	PROPN
iajs-2810	149	4	.	.	PROPN
iajs-2810	149	5	;	;	PUNCT
iajs-2810	149	6	katsoulidis	katsoulidis	PROPN
iajs-2810	149	7	,	,	PUNCT
iajs-2810	149	8	a.k	a.k	PROPN
iajs-2810	149	9	.	.	PROPN
iajs-2810	149	10	;	;	PUNCT
iajs-2810	149	11	pomonis	pomonis	PROPN
iajs-2810	149	12	,	,	PUNCT
iajs-2810	149	13	p.j	p.j	PROPN
iajs-2810	149	14	.	.	PROPN
iajs-2810	149	15	;	;	PUNCT
iajs-2810	149	16	manos	manos	PROPN
iajs-2810	149	17	,	,	PUNCT
iajs-2810	149	18	g.	g.	PROPN
iajs-2810	149	19	;	;	PUNCT
iajs-2810	149	20	kontominas	kontominas	PROPN
iajs-2810	149	21	,	,	PUNCT
iajs-2810	149	22	m.g	m.g	PROPN
iajs-2810	149	23	.	.	PROPN
iajs-2810	149	24	(	(	PUNCT
iajs-2810	149	25	2009	2009	NUM
iajs-2810	149	26	)	)	PUNCT
iajs-2810	149	27	.	.	PUNCT
iajs-2810	150	1	transesterification	transesterification	NOUN
iajs-2810	150	2	of	of	ADP
iajs-2810	150	3	rapeseed	rapeseed	NOUN
iajs-2810	150	4	oil	oil	NOUN
iajs-2810	150	5	for	for	ADP
iajs-2810	150	6	the	the	DET
iajs-2810	150	7	production	production	NOUN
iajs-2810	150	8	of	of	ADP
iajs-2810	150	9	biodiesel	biodiesel	NOUN
iajs-2810	150	10	using	use	VERB
iajs-2810	150	11	homogeneous	homogeneous	ADJ
iajs-2810	150	12	and	and	CCONJ
iajs-2810	150	13	heterogeneous	heterogeneous	ADJ
iajs-2810	150	14	catalysis	catalysis	NOUN
iajs-2810	150	15	.	.	PUNCT
iajs-2810	151	1	fuel	fuel	NOUN
iajs-2810	151	2	processing	processing	NOUN
iajs-2810	151	3	technology	technology	NOUN
iajs-2810	151	4	.	.	PUNCT
iajs-2810	152	1	2009	2009	NUM
iajs-2810	152	2	,	,	PUNCT
iajs-2810	152	3	90,221016	90,221016	NUM
iajs-2810	152	4	.	.	PUNCT
iajs-2810	153	1	15	15	NUM
iajs-2810	153	2	.	.	X
iajs-2810	154	1	freedman	freedman	PROPN
iajs-2810	154	2	,	,	PUNCT
iajs-2810	154	3	b.	b.	PROPN
iajs-2810	154	4	;	;	PUNCT
iajs-2810	154	5	pryde	pryde	PROPN
iajs-2810	154	6	,	,	PUNCT
iajs-2810	154	7	e.h	e.h	PROPN
iajs-2810	154	8	.	.	PROPN
iajs-2810	154	9	;	;	PUNCT
iajs-2810	154	10	mounts	mount	NOUN
iajs-2810	154	11	,	,	PUNCT
iajs-2810	154	12	t.l	t.l	PROPN
iajs-2810	154	13	.	.	PUNCT
iajs-2810	154	14	variables	variable	NOUN
iajs-2810	154	15	affecting	affect	VERB
iajs-2810	154	16	the	the	DET
iajs-2810	154	17	yields	yield	NOUN
iajs-2810	154	18	of	of	ADP
iajs-2810	154	19	fatty	fatty	NOUN
iajs-2810	154	20	esters	ester	NOUN
iajs-2810	154	21	from	from	ADP
iajs-2810	154	22	transesterified	transesterifie	VERB
iajs-2810	154	23	vegetable	vegetable	ADJ
iajs-2810	154	24	oils	oil	NOUN
iajs-2810	154	25	.	.	PUNCT
iajs-2810	155	1	journal	journal	NOUN
iajs-2810	155	2	of	of	ADP
iajs-2810	155	3	the	the	DET
iajs-2810	155	4	american	american	ADJ
iajs-2810	155	5	oil	oil	NOUN
iajs-2810	155	6	chemists	chemist	NOUN
iajs-2810	155	7	society	society	NOUN
iajs-2810	155	8	,	,	PUNCT
iajs-2810	155	9	184	184	NUM
iajs-2810	155	10	,	,	PUNCT
iajs-2810	155	11	61	61	NUM
iajs-2810	155	12	,	,	PUNCT
iajs-2810	155	13	43	43	NUM
iajs-2810	155	14	-	-	SYM
iajs-2810	155	15	1638	1638	NUM
iajs-2810	155	16	.	.	PUNCT
iajs-2810	156	1	16	16	NUM
iajs-2810	156	2	.	.	PUNCT
iajs-2810	157	1	ifeoluwa	ifeoluwa	PROPN
iajs-2810	157	2	,	,	PUNCT
iajs-2810	157	3	a.	a.	NOUN
iajs-2810	157	4	;	;	PUNCT
iajs-2810	157	5	bamgbose	bamgbose	NOUN
iajs-2810	157	6	,	,	PUNCT
iajs-2810	157	7	ta	ta	PROPN
iajs-2810	157	8	.	.	PUNCT
iajs-2810	157	9	ecotoxicity	ecotoxicity	NOUN
iajs-2810	157	10	of	of	ADP
iajs-2810	157	11	three	three	NUM
iajs-2810	157	12	plant	plant	NOUN
iajs-2810	157	13	-	-	PUNCT
iajs-2810	157	14	based	base	VERB
iajs-2810	157	15	biodiesels	biodiesel	NOUN
iajs-2810	157	16	and	and	CCONJ
iajs-2810	157	17	diesel	diesel	NOUN
iajs-2810	157	18	using	using	NOUN
iajs-2810	157	19	,	,	PUNCT
iajs-2810	157	20	eisenia	eisenia	NOUN
iajs-2810	157	21	fetida	fetida	PROPN
iajs-2810	157	22	.	.	PUNCT
iajs-2810	158	1	environmental	environmental	ADJ
iajs-2810	158	2	pollution	pollution	NOUN
iajs-2810	158	3	.	.	PUNCT
iajs-2810	159	1	2020,260	2020,260	NUM
iajs-2810	159	2	.	.	PUNCT
iajs-2810	159	3	ihjpas	ihjpas	PROPN
iajs-2810	159	4	.	.	PUNCT
iajs-2810	160	1	53	53	NUM
iajs-2810	160	2	(	(	PUNCT
iajs-2810	160	3	3)2022	3)2022	NOUN
iajs-2810	160	4	109	109	NUM
iajs-2810	160	5	17	17	NUM
iajs-2810	160	6	.	.	PUNCT
iajs-2810	161	1	berchmans	berchman	NOUN
iajs-2810	161	2	,	,	PUNCT
iajs-2810	161	3	h.j	h.j	PROPN
iajs-2810	161	4	.	.	PROPN
iajs-2810	161	5	;	;	PUNCT
iajs-2810	161	6	hirata	hirata	PROPN
iajs-2810	161	7	,	,	PUNCT
iajs-2810	161	8	s.	s.	PROPN
iajs-2810	161	9	biodiesel	biodiesel	PROPN
iajs-2810	161	10	production	production	NOUN
iajs-2810	161	11	from	from	ADP
iajs-2810	161	12	crude	crude	ADJ
iajs-2810	161	13	jatropha	jatropha	NOUN
iajs-2810	161	14	curcas	curcas	PROPN
iajs-2810	161	15	l.	l.	PROPN
iajs-2810	161	16	seed	seed	NOUN
iajs-2810	161	17	oil	oil	NOUN
iajs-2810	161	18	with	with	ADP
iajs-2810	161	19	a	a	DET
iajs-2810	161	20	high	high	ADJ
iajs-2810	161	21	content	content	NOUN
iajs-2810	161	22	of	of	ADP
iajs-2810	161	23	free	free	ADJ
iajs-2810	161	24	fatty	fatty	NOUN
iajs-2810	161	25	acids	acid	NOUN
iajs-2810	161	26	.	.	PUNCT
iajs-2810	162	1	bioresource	bioresource	ADJ
iajs-2810	162	2	technology	technology	NOUN
iajs-2810	162	3	.	.	PUNCT
iajs-2810	163	1	2008	2008	NUM
iajs-2810	163	2	,	,	PUNCT
iajs-2810	163	3	99	99	NUM
iajs-2810	163	4	,	,	PUNCT
iajs-2810	163	5	21	21	NUM
iajs-2810	163	6	-	-	SYM
iajs-2810	163	7	1716	1716	NUM
iajs-2810	163	8	18	18	NUM
iajs-2810	163	9	.	.	PUNCT
iajs-2810	164	1	chouhan	chouhan	PROPN
iajs-2810	164	2	aps	aps	PROPN
iajs-2810	164	3	,	,	PUNCT
iajs-2810	164	4	sarma	sarma	PROPN
iajs-2810	164	5	ak	ak	PROPN
iajs-2810	164	6	.	.	PROPN
iajs-2810	164	7	biodiesel	biodiesel	NOUN
iajs-2810	164	8	production	production	NOUN
iajs-2810	164	9	from	from	ADP
iajs-2810	164	10	jatropha	jatropha	PROPN
iajs-2810	164	11	curcas	curcas	PROPN
iajs-2810	164	12	l.	l.	PROPN
iajs-2810	164	13	oil	oil	NOUN
iajs-2810	164	14	using	use	VERB
iajs-2810	164	15	lemna	lemna	ADJ
iajs-2810	164	16	perpusilla	perpusilla	NOUN
iajs-2810	164	17	torrey	torrey	NOUN
iajs-2810	164	18	ash	ash	NOUN
iajs-2810	164	19	as	as	ADP
iajs-2810	164	20	heterogeneous	heterogeneous	ADJ
iajs-2810	164	21	catalyst	catalyst	NOUN
iajs-2810	164	22	.	.	PUNCT
iajs-2810	165	1	biomass	biomass	NOUN
iajs-2810	165	2	bioenergy	bioenergy	NOUN
iajs-2810	165	3	2013,55:386–9	2013,55:386–9	NOUN
iajs-2810	165	4	.	.	PUNCT
iajs-2810	166	1	19	19	NUM
iajs-2810	166	2	.	.	PUNCT
iajs-2810	166	3	cruz	cruz	PROPN
iajs-2810	166	4	,	,	PUNCT
iajs-2810	166	5	jm	jm	PROPN
iajs-2810	166	6	,	,	PUNCT
iajs-2810	166	7	montagnolli	montagnolli	PROPN
iajs-2810	166	8	rn	rn	PROPN
iajs-2810	166	9	,	,	PUNCT
iajs-2810	166	10	bidoia	bidoia	NOUN
iajs-2810	166	11	ed	ed	NOUN
iajs-2810	166	12	.	.	PUNCT
iajs-2810	167	1	biodegradation	biodegradation	NOUN
iajs-2810	167	2	of	of	ADP
iajs-2810	167	3	soybean	soybean	NOUN
iajs-2810	167	4	biodiesel	biodiesel	NOUN
iajs-2810	167	5	generates	generate	VERB
iajs-2810	167	6	toxic	toxic	ADJ
iajs-2810	167	7	metabolites	metabolite	NOUN
iajs-2810	167	8	in	in	ADP
iajs-2810	167	9	soil	soil	NOUN
iajs-2810	167	10	.	.	PUNCT
iajs-2810	168	1	water	water	NOUN
iajs-2810	168	2	air	air	NOUN
iajs-2810	168	3	soil	soil	NOUN
iajs-2810	168	4	pollut	pollut	VERB
iajs-2810	168	5	2020,231(8	2020,231(8	NUM
iajs-2810	168	6	)	)	PUNCT
iajs-2810	168	7	.	.	PUNCT
iajs-2810	169	1	20	20	NUM
iajs-2810	169	2	.	.	X
iajs-2810	169	3	organisation	organisation	NOUN
iajs-2810	169	4	for	for	ADP
iajs-2810	169	5	economic	economic	ADJ
iajs-2810	169	6	cooperation	cooperation	NOUN
iajs-2810	169	7	and	and	CCONJ
iajs-2810	169	8	development	development	NOUN
iajs-2810	169	9	oecd	oecd	PROPN
iajs-2810	169	10	.	.	PUNCT
iajs-2810	170	1	oecd	oecd	PROPN
iajs-2810	170	2	guideline	guideline	NOUN
iajs-2810	170	3	for	for	ADP
iajs-2810	170	4	testing	testing	NOUN
iajs-2810	170	5	chemicals	chemical	NOUN
iajs-2810	170	6	:	:	PUNCT
iajs-2810	170	7	301	301	NUM
iajs-2810	170	8	ready	ready	ADJ
iajs-2810	170	9	biodegradability	biodegradability	NOUN
iajs-2810	170	10	;	;	PUNCT
iajs-2810	170	11	adopted	adopt	VERB
iajs-2810	170	12	by	by	ADP
iajs-2810	170	13	the	the	DET
iajs-2810	170	14	council	council	NOUN
iajs-2810	170	15	on	on	ADP
iajs-2810	170	16	17	17	NUM
iajs-2810	170	17	july	july	PROPN
iajs-2810	170	18	1992	1992	NUM
iajs-2810	170	19	-	-	PUNCT
iajs-2810	170	20	ready	ready	ADJ
iajs-2810	170	21	;	;	PUNCT
iajs-2810	170	22	oecd	oecd	PROPN
iajs-2810	170	23	:	:	PUNCT
iajs-2810	170	24	paris	paris	PROPN
iajs-2810	170	25	,	,	PUNCT
iajs-2810	170	26	france	france	PROPN
iajs-2810	170	27	,	,	PUNCT
iajs-2810	170	28	2021	2021	NUM
iajs-2810	170	29	,	,	PUNCT
iajs-2810	170	30	1–62	1–62	PROPN
iajs-2810	170	31	.	.	NOUN
iajs-2810	170	32	21	21	NUM
iajs-2810	170	33	.	.	PUNCT
iajs-2810	171	1	patil	patil	PROPN
iajs-2810	171	2	,	,	PUNCT
iajs-2810	171	3	p.d	p.d	PROPN
iajs-2810	171	4	.	.	PROPN
iajs-2810	171	5	;	;	PUNCT
iajs-2810	171	6	deng	deng	PROPN
iajs-2810	171	7	,	,	PUNCT
iajs-2810	171	8	s.	s.	PROPN
iajs-2810	171	9	optimization	optimization	NOUN
iajs-2810	171	10	of	of	ADP
iajs-2810	171	11	biodiesel	biodiesel	NOUN
iajs-2810	171	12	production	production	NOUN
iajs-2810	171	13	from	from	ADP
iajs-2810	171	14	edible	edible	ADJ
iajs-2810	171	15	and	and	CCONJ
iajs-2810	171	16	non	non	ADJ
iajs-2810	171	17	-	-	ADJ
iajs-2810	171	18	edible	edible	ADJ
iajs-2810	171	19	vegetable	vegetable	NOUN
iajs-2810	171	20	oils	oil	NOUN
iajs-2810	171	21	.	.	PUNCT
iajs-2810	172	1	fuel	fuel	NOUN
iajs-2810	172	2	,	,	PUNCT
iajs-2810	172	3	2009	2009	NUM
iajs-2810	172	4	,	,	PUNCT
iajs-2810	172	5	88	88	NUM
iajs-2810	172	6	,	,	PUNCT
iajs-2810	172	7	6	6	NUM
iajs-2810	172	8	-	-	SYM
iajs-2810	172	9	1302	1302	NUM
iajs-2810	172	10	.	.	PUNCT
iajs-2810	173	1	22	22	NUM
iajs-2810	173	2	.	.	PUNCT
iajs-2810	174	1	astm	astm	PROPN
iajs-2810	174	2	,	,	PUNCT
iajs-2810	174	3	c.	c.	PROPN
iajs-2810	174	4	standard	standard	PROPN
iajs-2810	174	5	test	test	NOUN
iajs-2810	174	6	method	method	NOUN
iajs-2810	174	7	for	for	ADP
iajs-2810	174	8	potential	potential	ADJ
iajs-2810	174	9	alkali	alkali	ADJ
iajs-2810	174	10	reactivity	reactivity	NOUN
iajs-2810	174	11	of	of	ADP
iajs-2810	174	12	cement	cement	NOUN
iajs-2810	174	13	-	-	PUNCT
iajs-2810	174	14	aggregate	aggregate	NOUN
iajs-2810	174	15	combinations	combination	NOUN
iajs-2810	174	16	(	(	PUNCT
iajs-2810	174	17	mortar	mortar	NOUN
iajs-2810	174	18	-	-	PUNCT
iajs-2810	174	19	bar	bar	NOUN
iajs-2810	174	20	method	method	NOUN
iajs-2810	174	21	)	)	PUNCT
iajs-2810	174	22	"	"	PUNCT
iajs-2810	174	23	,	,	PUNCT
iajs-2810	174	24	annual	annual	ADJ
iajs-2810	174	25	book	book	NOUN
iajs-2810	174	26	of	of	ADP
iajs-2810	174	27	astm	astm	PROPN
iajs-2810	174	28	standards	standard	NOUN
iajs-2810	174	29	,	,	PUNCT
iajs-2810	174	30	concrete	concrete	ADJ
iajs-2810	174	31	and	and	CCONJ
iajs-2810	174	32	mineral	mineral	NOUN
iajs-2810	174	33	aggregates	aggregate	NOUN
iajs-2810	174	34	.	.	PUNCT
iajs-2810	175	1	american	american	ADJ
iajs-2810	175	2	society	society	NOUN
iajs-2810	175	3	for	for	ADP
iajs-2810	175	4	testing	testing	NOUN
iajs-2810	175	5	and	and	CCONJ
iajs-2810	175	6	materials	material	NOUN
iajs-2810	175	7	,	,	PUNCT
iajs-2810	175	8	philadelphia	philadelphia	PROPN
iajs-2810	175	9	,	,	PUNCT
iajs-2810	175	10	usa	usa	PROPN
iajs-2810	175	11	,	,	PUNCT
iajs-2810	175	12	2003	2003	NUM
iajs-2810	175	13	,	,	PUNCT
iajs-2810	175	14	227	227	NUM
iajs-2810	175	15	-	-	SYM
iajs-2810	175	16	03	03	NUM
iajs-2810	175	17	.	.	PUNCT
iajs-2810	176	1	23	23	NUM
iajs-2810	176	2	.	.	PUNCT
iajs-2810	177	1	en14214	en14214	ADJ
iajs-2810	177	2	.	.	PUNCT
iajs-2810	178	1	automotive	automotive	ADJ
iajs-2810	178	2	fuels	fuel	NOUN
iajs-2810	178	3	-	-	PUNCT
iajs-2810	178	4	fatty	fatty	NOUN
iajs-2810	178	5	acid	acid	NOUN
iajs-2810	178	6	methyl	methyl	NOUN
iajs-2810	178	7	esters	ester	NOUN
iajs-2810	178	8	(	(	PUNCT
iajs-2810	178	9	fame	fame	PROPN
iajs-2810	178	10	)	)	PUNCT
iajs-2810	178	11	for	for	ADP
iajs-2810	178	12	diesel	diesel	NOUN
iajs-2810	178	13	engines	engine	NOUN
iajs-2810	178	14	requirements	requirement	NOUN
iajs-2810	178	15	and	and	CCONJ
iajs-2810	178	16	test	test	NOUN
iajs-2810	178	17	methods	method	NOUN
iajs-2810	178	18	,	,	PUNCT
iajs-2810	178	19	berling	berling	NOUN
iajs-2810	178	20	,	,	PUNCT
iajs-2810	178	21	germany	germany	PROPN
iajs-2810	178	22	:	:	PUNCT
iajs-2810	178	23	beuth	beuth	PROPN
iajs-2810	178	24	-	-	PUNCT
iajs-2810	178	25	verlag	verlag	PROPN
iajs-2810	178	26	,	,	PUNCT
iajs-2810	178	27	2003	2003	NUM
iajs-2810	178	28	.	.	PUNCT
iajs-2810	179	1	24	24	NUM
iajs-2810	179	2	.	.	PUNCT
iajs-2810	179	3	aoac	aoac	PROPN
iajs-2810	179	4	,	,	PUNCT
iajs-2810	179	5	aocs	aoc	NOUN
iajs-2810	179	6	official	official	ADJ
iajs-2810	179	7	method	method	NOUN
iajs-2810	179	8	cd	cd	PROPN
iajs-2810	179	9	8	8	NUM
iajs-2810	179	10	-	-	SYM
iajs-2810	179	11	53	53	NUM
iajs-2810	179	12	peroxides	peroxide	NOUN
iajs-2810	179	13	in	in	ADP
iajs-2810	179	14	fats	fat	NOUN
iajs-2810	179	15	and	and	CCONJ
iajs-2810	179	16	oils	oil	NOUN
iajs-2810	179	17	.	.	PUNCT
iajs-2810	180	1	american	american	ADJ
iajs-2810	180	2	oil	oil	NOUN
iajs-2810	180	3	chemists	chemist	NOUN
iajs-2810	180	4	'	'	PART
iajs-2810	180	5	society	society	NOUN
iajs-2810	180	6	.	.	PUNCT
iajs-2810	181	1	champaign	champaign	PROPN
iajs-2810	181	2	,	,	PUNCT
iajs-2810	181	3	illinois	illinois	PROPN
iajs-2810	181	4	,	,	PUNCT
iajs-2810	181	5	usa	usa	PROPN
iajs-2810	181	6	:	:	PUNCT
iajs-2810	181	7	american	american	ADJ
iajs-2810	181	8	oil	oil	NOUN
iajs-2810	181	9	chemists	chemist	NOUN
iajs-2810	181	10	'	'	PART
iajs-2810	181	11	society	society	NOUN
iajs-2810	181	12	,	,	PUNCT
iajs-2810	181	13	2006	2006	NUM
iajs-2810	181	14	25	25	NUM
iajs-2810	181	15	.	.	PUNCT
iajs-2810	182	1	aoac	aoac	PROPN
iajs-2810	182	2	.	.	PUNCT
iajs-2810	183	1	official	official	ADJ
iajs-2810	183	2	methods	method	NOUN
iajs-2810	183	3	of	of	ADP
iajs-2810	183	4	analysis	analysis	NOUN
iajs-2810	183	5	,	,	PUNCT
iajs-2810	183	6	washington	washington	PROPN
iajs-2810	183	7	d.c	d.c	PROPN
iajs-2810	183	8	.	.	PROPN
iajs-2810	183	9	,	,	PUNCT
iajs-2810	183	10	usa	usa	PROPN
iajs-2810	183	11	:	:	PUNCT
iajs-2810	183	12	association	association	NOUN
iajs-2810	183	13	of	of	ADP
iajs-2810	183	14	official	official	ADJ
iajs-2810	183	15	analytical	analytical	ADJ
iajs-2810	183	16	chemist	chemist	NOUN
iajs-2810	183	17	19th	19th	PROPN
iajs-2810	183	18	edition	edition	NOUN
iajs-2810	183	19	,	,	PUNCT
iajs-2810	183	20	2012	2012	NUM
iajs-2810	183	21	.	.	PUNCT
iajs-2810	184	1	26	26	NUM
iajs-2810	184	2	.	.	PUNCT
iajs-2810	185	1	mustapha	mustapha	PROPN
iajs-2810	185	2	,	,	PUNCT
iajs-2810	185	3	a.o	a.o	PROPN
iajs-2810	185	4	.	.	PROPN
iajs-2810	185	5	:	:	PUNCT
iajs-2810	185	6	adepoju	adepoju	PROPN
iajs-2810	185	7	,	,	PUNCT
iajs-2810	185	8	r.a	r.a	PROPN
iajs-2810	185	9	.	.	PROPN
iajs-2810	185	10	:	:	PUNCT
iajs-2810	186	1	afolabi	afolabi	NOUN
iajs-2810	186	2	,	,	PUNCT
iajs-2810	186	3	y.t	y.t	PROPN
iajs-2810	186	4	.	.	NOUN
iajs-2810	186	5	optimization	optimization	NOUN
iajs-2810	186	6	of	of	ADP
iajs-2810	186	7	vegetable	vegetable	ADJ
iajs-2810	186	8	oil	oil	NOUN
iajs-2810	186	9	-	-	PUNCT
iajs-2810	186	10	based	base	VERB
iajs-2810	186	11	biodiesels	biodiesel	NOUN
iajs-2810	186	12	by	by	ADP
iajs-2810	186	13	multi	multi	ADJ
iajs-2810	186	14	-	-	ADJ
iajs-2810	186	15	response	response	ADJ
iajs-2810	186	16	surface	surface	NOUN
iajs-2810	186	17	methodology	methodology	NOUN
iajs-2810	186	18	(	(	PUNCT
iajs-2810	186	19	mrs	mrs	PROPN
iajs-2810	186	20	)	)	PUNCT
iajs-2810	186	21	using	use	VERB
iajs-2810	186	22	desirability	desirability	NOUN
iajs-2810	186	23	functions	function	NOUN
iajs-2810	186	24	,	,	PUNCT
iajs-2810	186	25	journal	journal	NOUN
iajs-2810	186	26	of	of	ADP
iajs-2810	186	27	the	the	DET
iajs-2810	186	28	chemical	chemical	NOUN
iajs-2810	186	29	society	society	NOUN
iajs-2810	186	30	of	of	ADP
iajs-2810	186	31	nigeria	nigeria	PROPN
iajs-2810	186	32	,	,	PUNCT
iajs-2810	186	33	jcsn	jcsn	PROPN
iajs-2810	186	34	,	,	PUNCT
iajs-2810	186	35	2020	2020	NUM
iajs-2810	186	36	,	,	PUNCT
iajs-2810	186	37	45,5	45,5	PROPN
iajs-2810	186	38	,	,	PUNCT
iajs-2810	186	39	917	917	NUM
iajs-2810	186	40	–	–	PUNCT
iajs-2810	186	41	924	924	NUM
iajs-2810	186	42	27	27	NUM
iajs-2810	186	43	.	.	PUNCT
iajs-2810	187	1	box	box	PROPN
iajs-2810	187	2	,	,	PUNCT
iajs-2810	187	3	g.e	g.e	PROPN
iajs-2810	187	4	.	.	PUNCT
iajs-2810	187	5	:	:	PUNCT
iajs-2810	188	1	behnken	behnken	VERB
iajs-2810	188	2	,	,	PUNCT
iajs-2810	188	3	d.w	d.w	PROPN
iajs-2810	188	4	.	.	PUNCT
iajs-2810	189	1	some	some	DET
iajs-2810	189	2	new	new	ADJ
iajs-2810	189	3	three	three	NUM
iajs-2810	189	4	level	level	NOUN
iajs-2810	189	5	designs	design	NOUN
iajs-2810	189	6	for	for	ADP
iajs-2810	189	7	the	the	DET
iajs-2810	189	8	study	study	NOUN
iajs-2810	189	9	of	of	ADP
iajs-2810	189	10	quantitative	quantitative	ADJ
iajs-2810	189	11	variables	variable	NOUN
iajs-2810	189	12	,	,	PUNCT
iajs-2810	189	13	technometrics	technometric	NOUN
iajs-2810	189	14	,	,	PUNCT
iajs-2810	189	15	1950	1950	NUM
iajs-2810	189	16	,	,	PUNCT
iajs-2810	189	17	2	2	NUM
iajs-2810	189	18	,	,	PUNCT
iajs-2810	189	19	455	455	NUM
iajs-2810	189	20	-	-	SYM
iajs-2810	189	21	475	475	NUM