id	sid	tid	token	lemma	pos
cana-3666	1	1	communications	communication	NOUN
cana-3666	1	2	on	on	ADP
cana-3666	1	3	applied	apply	VERB
cana-3666	1	4	nonlinear	nonlinear	ADJ
cana-3666	1	5	analysis	analysis	NOUN
cana-3666	1	6	issn	issn	NOUN
cana-3666	1	7	:	:	PUNCT
cana-3666	1	8	1074	1074	NUM
cana-3666	1	9	-	-	PUNCT
cana-3666	1	10	133x	133x	NUM
cana-3666	1	11	vol	vol	NOUN
cana-3666	1	12	32	32	NUM
cana-3666	1	13	no	no	NOUN
cana-3666	1	14	.	.	PUNCT
cana-3666	2	1	8s	8s	PROPN
cana-3666	2	2	(	(	PUNCT
cana-3666	2	3	2025	2025	NUM
cana-3666	2	4	)	)	PUNCT
cana-3666	2	5	232	232	NUM
cana-3666	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3666	3	2	artificial	artificial	ADJ
cana-3666	3	3	neural	neural	ADJ
cana-3666	3	4	network	network	NOUN
cana-3666	3	5	approach	approach	NOUN
cana-3666	3	6	to	to	ADP
cana-3666	3	7	multi	multi	ADJ
cana-3666	3	8	-	-	ADJ
cana-3666	3	9	response	response	ADJ
cana-3666	3	10	prediction	prediction	NOUN
cana-3666	3	11	of	of	ADP
cana-3666	3	12	transesterification	transesterification	NOUN
cana-3666	3	13	rohit	rohit	PROPN
cana-3666	3	14	khatri1	khatri1	PROPN
cana-3666	3	15	*	*	PROPN
cana-3666	3	16	,	,	PUNCT
cana-3666	3	17	om	om	PROPN
cana-3666	3	18	prakash	prakash	PROPN
cana-3666	3	19	jakhar1	jakhar1	PROPN
cana-3666	3	20	department	department	PROPN
cana-3666	3	21	of	of	ADP
cana-3666	3	22	mechanical	mechanical	ADJ
cana-3666	3	23	engineering	engineering	NOUN
cana-3666	3	24	,	,	PUNCT
cana-3666	3	25	engineering	engineering	NOUN
cana-3666	3	26	college	college	NOUN
cana-3666	3	27	bikaner	bikaner	PROPN
cana-3666	3	28	,	,	PUNCT
cana-3666	3	29	india	india	PROPN
cana-3666	3	30	*	*	PUNCT
cana-3666	3	31	corresponding	correspond	VERB
cana-3666	3	32	author	author	NOUN
cana-3666	3	33	:	:	PUNCT
cana-3666	3	34	rohit_me_mania@yahoo.co.in	rohit_me_mania@yahoo.co.in	PROPN
cana-3666	3	35	article	article	NOUN
cana-3666	3	36	history	history	NOUN
cana-3666	3	37	:	:	PUNCT
cana-3666	3	38	received	receive	VERB
cana-3666	3	39	:	:	PUNCT
cana-3666	3	40	22	22	NUM
cana-3666	3	41	-	-	SYM
cana-3666	3	42	10	10	NUM
cana-3666	3	43	-	-	PUNCT
cana-3666	3	44	2024	2024	NUM
cana-3666	3	45	revised	revise	VERB
cana-3666	3	46	:	:	PUNCT
cana-3666	3	47	25	25	NUM
cana-3666	3	48	-	-	SYM
cana-3666	3	49	11	11	NUM
cana-3666	3	50	-	-	PUNCT
cana-3666	3	51	2024	2024	NUM
cana-3666	3	52	accepted	accept	VERB
cana-3666	3	53	:	:	PUNCT
cana-3666	3	54	26	26	NUM
cana-3666	3	55	-	-	SYM
cana-3666	3	56	12	12	NUM
cana-3666	3	57	-	-	PUNCT
cana-3666	3	58	2024	2024	NUM
cana-3666	3	59	abstract	abstract	NOUN
cana-3666	3	60	:	:	PUNCT
cana-3666	3	61	this	this	DET
cana-3666	3	62	study	study	NOUN
cana-3666	3	63	investigates	investigate	VERB
cana-3666	3	64	the	the	DET
cana-3666	3	65	impact	impact	NOUN
cana-3666	3	66	of	of	ADP
cana-3666	3	67	transesterification	transesterification	NOUN
cana-3666	3	68	parameters	parameter	NOUN
cana-3666	3	69	on	on	ADP
cana-3666	3	70	biodiesel	biodiesel	NOUN
cana-3666	3	71	yield	yield	NOUN
cana-3666	3	72	and	and	CCONJ
cana-3666	3	73	kinematic	kinematic	ADJ
cana-3666	3	74	viscosity	viscosity	NOUN
cana-3666	3	75	,	,	PUNCT
cana-3666	3	76	using	use	VERB
cana-3666	3	77	an	an	DET
cana-3666	3	78	artificial	artificial	ADJ
cana-3666	3	79	neural	neural	ADJ
cana-3666	3	80	network	network	NOUN
cana-3666	3	81	(	(	PUNCT
cana-3666	3	82	ann	ann	PROPN
cana-3666	3	83	)	)	PUNCT
cana-3666	3	84	with	with	ADP
cana-3666	3	85	the	the	DET
cana-3666	3	86	levenberg	levenberg	PROPN
cana-3666	3	87	-	-	PUNCT
cana-3666	3	88	marquardt	marquardt	PROPN
cana-3666	3	89	algorithm	algorithm	PROPN
cana-3666	3	90	to	to	PART
cana-3666	3	91	predict	predict	VERB
cana-3666	3	92	these	these	DET
cana-3666	3	93	outcomes	outcome	NOUN
cana-3666	3	94	.	.	PUNCT
cana-3666	4	1	predictions	prediction	NOUN
cana-3666	4	2	are	be	AUX
cana-3666	4	3	validated	validate	VERB
cana-3666	4	4	against	against	ADP
cana-3666	4	5	experimental	experimental	ADJ
cana-3666	4	6	results	result	NOUN
cana-3666	4	7	using	use	VERB
cana-3666	4	8	established	establish	VERB
cana-3666	4	9	metrics	metric	NOUN
cana-3666	4	10	like	like	ADP
cana-3666	4	11	rmse	rmse	NOUN
cana-3666	4	12	,	,	PUNCT
cana-3666	4	13	mape	mape	NOUN
cana-3666	4	14	,	,	PUNCT
cana-3666	4	15	and	and	CCONJ
cana-3666	4	16	r2	r2	PROPN
cana-3666	4	17	.	.	PUNCT
cana-3666	5	1	the	the	DET
cana-3666	5	2	experiments	experiment	NOUN
cana-3666	5	3	follow	follow	VERB
cana-3666	5	4	a	a	DET
cana-3666	5	5	design	design	NOUN
cana-3666	5	6	of	of	ADP
cana-3666	5	7	experiment	experiment	NOUN
cana-3666	5	8	(	(	PUNCT
cana-3666	5	9	doe	doe	NOUN
cana-3666	5	10	)	)	PUNCT
cana-3666	5	11	approach	approach	NOUN
cana-3666	5	12	,	,	PUNCT
cana-3666	5	13	enabling	enable	VERB
cana-3666	5	14	accurate	accurate	ADJ
cana-3666	5	15	yield	yield	NOUN
cana-3666	5	16	and	and	CCONJ
cana-3666	5	17	viscosity	viscosity	NOUN
cana-3666	5	18	measurements	measurement	NOUN
cana-3666	5	19	for	for	ADP
cana-3666	5	20	each	each	DET
cana-3666	5	21	biodiesel	biodiesel	NOUN
cana-3666	5	22	sample	sample	NOUN
cana-3666	5	23	.	.	PUNCT
cana-3666	6	1	results	result	NOUN
cana-3666	6	2	show	show	VERB
cana-3666	6	3	that	that	SCONJ
cana-3666	6	4	the	the	DET
cana-3666	6	5	ann	ann	PROPN
cana-3666	6	6	model	model	NOUN
cana-3666	6	7	strongly	strongly	ADV
cana-3666	6	8	aligns	align	VERB
cana-3666	6	9	with	with	ADP
cana-3666	6	10	experimental	experimental	ADJ
cana-3666	6	11	results	result	NOUN
cana-3666	6	12	,	,	PUNCT
cana-3666	6	13	showing	show	VERB
cana-3666	6	14	lower	low	ADJ
cana-3666	6	15	rmse	rmse	NOUN
cana-3666	6	16	and	and	CCONJ
cana-3666	6	17	mape	mape	NOUN
cana-3666	6	18	and	and	CCONJ
cana-3666	6	19	higher	high	ADJ
cana-3666	6	20	r²	r²	NOUN
cana-3666	6	21	,	,	PUNCT
cana-3666	6	22	outperforming	outperform	VERB
cana-3666	6	23	rsm	rsm	PROPN
cana-3666	6	24	.	.	PUNCT
cana-3666	7	1	consequently	consequently	ADV
cana-3666	7	2	,	,	PUNCT
cana-3666	7	3	the	the	DET
cana-3666	7	4	ann	ann	PROPN
cana-3666	7	5	model	model	NOUN
cana-3666	7	6	is	be	AUX
cana-3666	7	7	recommended	recommend	VERB
cana-3666	7	8	for	for	ADP
cana-3666	7	9	reliable	reliable	ADJ
cana-3666	7	10	biodiesel	biodiesel	NOUN
cana-3666	7	11	yield	yield	NOUN
cana-3666	7	12	and	and	CCONJ
cana-3666	7	13	viscosity	viscosity	NOUN
cana-3666	7	14	prediction	prediction	NOUN
cana-3666	7	15	.	.	PUNCT
cana-3666	8	1	keywords	keyword	NOUN
cana-3666	8	2	:	:	PUNCT
cana-3666	8	3	ann	ann	PROPN
cana-3666	8	4	,	,	PUNCT
cana-3666	8	5	regression	regression	NOUN
cana-3666	8	6	,	,	PUNCT
cana-3666	8	7	optimization	optimization	NOUN
cana-3666	8	8	,	,	PUNCT
cana-3666	8	9	prediction	prediction	NOUN
cana-3666	8	10	.	.	PUNCT
cana-3666	9	1	1	1	X
cana-3666	9	2	.	.	X
cana-3666	9	3	introduction	introduction	NOUN
cana-3666	9	4	the	the	DET
cana-3666	9	5	transportation	transportation	NOUN
cana-3666	9	6	sector	sector	NOUN
cana-3666	9	7	has	have	AUX
cana-3666	9	8	been	be	AUX
cana-3666	9	9	utilizing	utilize	VERB
cana-3666	9	10	about	about	ADP
cana-3666	9	11	three	three	NUM
cana-3666	9	12	-	-	PUNCT
cana-3666	9	13	fourths	fourth	NOUN
cana-3666	9	14	of	of	ADP
cana-3666	9	15	the	the	DET
cana-3666	9	16	total	total	ADJ
cana-3666	9	17	petroleum	petroleum	NOUN
cana-3666	9	18	consumption	consumption	NOUN
cana-3666	9	19	in	in	ADP
cana-3666	9	20	the	the	DET
cana-3666	9	21	country	country	NOUN
cana-3666	10	1	[	[	X
cana-3666	10	2	1	1	NUM
cana-3666	10	3	]	]	PUNCT
cana-3666	10	4	.	.	PUNCT
cana-3666	11	1	transport	transport	NOUN
cana-3666	11	2	contributes	contribute	VERB
cana-3666	11	3	12	12	NUM
cana-3666	11	4	%	%	NOUN
cana-3666	11	5	of	of	ADP
cana-3666	11	6	india	india	PROPN
cana-3666	11	7	’s	’s	PART
cana-3666	11	8	energy	energy	NOUN
cana-3666	11	9	-	-	PUNCT
cana-3666	11	10	related	relate	VERB
cana-3666	11	11	co2	co2	NOUN
cana-3666	11	12	emissions	emission	NOUN
cana-3666	11	13	.	.	PUNCT
cana-3666	12	1	to	to	PART
cana-3666	12	2	address	address	VERB
cana-3666	12	3	these	these	DET
cana-3666	12	4	challenges	challenge	NOUN
cana-3666	12	5	,	,	PUNCT
cana-3666	12	6	sustainable	sustainable	ADJ
cana-3666	12	7	and	and	CCONJ
cana-3666	12	8	renewable	renewable	ADJ
cana-3666	12	9	fuel	fuel	NOUN
cana-3666	12	10	alternatives	alternative	NOUN
cana-3666	12	11	like	like	ADP
cana-3666	12	12	biodiesel	biodiesel	NOUN
cana-3666	12	13	must	must	AUX
cana-3666	12	14	be	be	AUX
cana-3666	12	15	explored	explore	VERB
cana-3666	12	16	[	[	PUNCT
cana-3666	12	17	2	2	NUM
cana-3666	12	18	]	]	PUNCT
cana-3666	12	19	,	,	PUNCT
cana-3666	12	20	[	[	X
cana-3666	12	21	3	3	NUM
cana-3666	12	22	]	]	PUNCT
cana-3666	12	23	,	,	PUNCT
cana-3666	12	24	[	[	X
cana-3666	12	25	4	4	NUM
cana-3666	12	26	]	]	PUNCT
cana-3666	12	27	.	.	PUNCT
cana-3666	13	1	the	the	DET
cana-3666	13	2	environmentally	environmentally	ADV
cana-3666	13	3	friendly	friendly	ADJ
cana-3666	13	4	fuel	fuel	NOUN
cana-3666	13	5	known	know	VERB
cana-3666	13	6	as	as	ADP
cana-3666	13	7	biodiesel	biodiesel	NOUN
cana-3666	13	8	stands	stand	VERB
cana-3666	13	9	out	out	ADP
cana-3666	13	10	as	as	ADP
cana-3666	13	11	a	a	DET
cana-3666	13	12	very	very	ADV
cana-3666	13	13	promising	promising	ADJ
cana-3666	13	14	substitute	substitute	NOUN
cana-3666	13	15	because	because	SCONJ
cana-3666	13	16	of	of	ADP
cana-3666	13	17	its	its	PRON
cana-3666	13	18	biodegradability	biodegradability	NOUN
cana-3666	13	19	and	and	CCONJ
cana-3666	13	20	lack	lack	NOUN
cana-3666	13	21	of	of	ADP
cana-3666	13	22	sulphur	sulphur	NOUN
cana-3666	13	23	oxides	oxide	NOUN
cana-3666	13	24	in	in	ADP
cana-3666	13	25	the	the	DET
cana-3666	13	26	exhaust	exhaust	NOUN
cana-3666	14	1	[	[	X
cana-3666	14	2	5	5	NUM
cana-3666	14	3	]	]	X
cana-3666	14	4	[	[	X
cana-3666	14	5	6	6	NUM
cana-3666	14	6	]	]	PUNCT
cana-3666	14	7	,	,	PUNCT
cana-3666	14	8	[	[	X
cana-3666	14	9	7	7	NUM
cana-3666	14	10	]	]	PUNCT
cana-3666	14	11	.	.	PUNCT
cana-3666	15	1	biodiesel	biodiesel	NOUN
cana-3666	15	2	can	can	AUX
cana-3666	15	3	be	be	AUX
cana-3666	15	4	obtained	obtain	VERB
cana-3666	15	5	from	from	ADP
cana-3666	15	6	edible	edible	ADJ
cana-3666	15	7	and	and	CCONJ
cana-3666	15	8	non	non	ADJ
cana-3666	15	9	-	-	ADJ
cana-3666	15	10	edible	edible	ADJ
cana-3666	15	11	crops	crop	NOUN
cana-3666	15	12	,	,	PUNCT
cana-3666	15	13	algae	algae	NOUN
cana-3666	15	14	,	,	PUNCT
cana-3666	15	15	etc	etc	X
cana-3666	15	16	.	.	X
cana-3666	15	17	wco	wco	PROPN
cana-3666	15	18	is	be	AUX
cana-3666	15	19	obtained	obtain	VERB
cana-3666	15	20	after	after	ADP
cana-3666	15	21	frying	fry	VERB
cana-3666	15	22	or	or	CCONJ
cana-3666	15	23	cooking	cooking	NOUN
cana-3666	15	24	,	,	PUNCT
cana-3666	15	25	and	and	CCONJ
cana-3666	15	26	this	this	PRON
cana-3666	15	27	is	be	AUX
cana-3666	15	28	a	a	DET
cana-3666	15	29	third	third	ADJ
cana-3666	15	30	-	-	PUNCT
cana-3666	15	31	generation	generation	NOUN
cana-3666	15	32	feedstock	feedstock	NOUN
cana-3666	15	33	to	to	PART
cana-3666	15	34	produce	produce	VERB
cana-3666	15	35	biodiesel	biodiesel	NOUN
cana-3666	16	1	[	[	X
cana-3666	16	2	8	8	NUM
cana-3666	16	3	]	]	PUNCT
cana-3666	16	4	.	.	PUNCT
cana-3666	17	1	transesterification	transesterification	NOUN
cana-3666	17	2	is	be	AUX
cana-3666	17	3	the	the	DET
cana-3666	17	4	most	most	ADV
cana-3666	17	5	suitable	suitable	ADJ
cana-3666	17	6	and	and	CCONJ
cana-3666	17	7	costeffective	costeffective	ADJ
cana-3666	17	8	method	method	NOUN
cana-3666	17	9	to	to	PART
cana-3666	17	10	manufacture	manufacture	VERB
cana-3666	17	11	high	high	ADJ
cana-3666	17	12	-	-	PUNCT
cana-3666	17	13	quality	quality	NOUN
cana-3666	17	14	biodiesel	biodiesel	NOUN
cana-3666	17	15	,	,	PUNCT
cana-3666	17	16	which	which	PRON
cana-3666	17	17	has	have	VERB
cana-3666	17	18	qualities	quality	NOUN
cana-3666	17	19	similar	similar	ADJ
cana-3666	17	20	to	to	ADP
cana-3666	17	21	diesel	diesel	NOUN
cana-3666	17	22	.	.	PUNCT
cana-3666	18	1	the	the	DET
cana-3666	18	2	process	process	NOUN
cana-3666	18	3	aims	aim	VERB
cana-3666	18	4	to	to	PART
cana-3666	18	5	reduce	reduce	VERB
cana-3666	18	6	oil	oil	NOUN
cana-3666	18	7	viscosity	viscosity	NOUN
cana-3666	18	8	and	and	CCONJ
cana-3666	18	9	mimic	mimic	ADJ
cana-3666	18	10	petrochemical	petrochemical	NOUN
cana-3666	18	11	diesel	diesel	NOUN
cana-3666	18	12	's	's	PART
cana-3666	18	13	physical	physical	ADJ
cana-3666	18	14	properties	property	NOUN
cana-3666	18	15	[	[	X
cana-3666	18	16	9	9	NUM
cana-3666	18	17	]	]	PUNCT
cana-3666	18	18	,	,	PUNCT
cana-3666	18	19	[	[	X
cana-3666	18	20	10	10	NUM
cana-3666	18	21	]	]	PUNCT
cana-3666	18	22	,	,	PUNCT
cana-3666	18	23	[	[	X
cana-3666	18	24	11	11	NUM
cana-3666	18	25	]	]	PUNCT
cana-3666	18	26	.	.	PUNCT
cana-3666	19	1	furthermore	furthermore	ADV
cana-3666	19	2	,	,	PUNCT
cana-3666	19	3	the	the	DET
cana-3666	19	4	existing	exist	VERB
cana-3666	19	5	literature	literature	NOUN
cana-3666	19	6	has	have	AUX
cana-3666	19	7	shown	show	VERB
cana-3666	19	8	that	that	SCONJ
cana-3666	19	9	biodiesel	biodiesel	NOUN
cana-3666	19	10	meets	meet	VERB
cana-3666	19	11	the	the	DET
cana-3666	19	12	astm	astm	PROPN
cana-3666	19	13	d6751	d6751	PROPN
cana-3666	19	14	and	and	CCONJ
cana-3666	19	15	en	en	PROPN
cana-3666	19	16	14214	14214	NUM
cana-3666	19	17	fuel	fuel	NOUN
cana-3666	19	18	specifications	specification	NOUN
cana-3666	19	19	[	[	X
cana-3666	19	20	12	12	NUM
cana-3666	19	21	]	]	PUNCT
cana-3666	19	22	.	.	PUNCT
cana-3666	20	1	anns	anns	PROPN
cana-3666	20	2	are	be	AUX
cana-3666	20	3	widely	widely	ADV
cana-3666	20	4	used	use	VERB
cana-3666	20	5	for	for	ADP
cana-3666	20	6	predicting	predict	VERB
cana-3666	20	7	and	and	CCONJ
cana-3666	20	8	optimizing	optimize	VERB
cana-3666	20	9	parameters	parameter	NOUN
cana-3666	20	10	and	and	CCONJ
cana-3666	20	11	responses	response	NOUN
cana-3666	20	12	in	in	ADP
cana-3666	20	13	biodiesel	biodiesel	NOUN
cana-3666	20	14	production	production	NOUN
cana-3666	20	15	,	,	PUNCT
cana-3666	20	16	often	often	ADV
cana-3666	20	17	outperforming	outperform	VERB
cana-3666	20	18	traditional	traditional	ADJ
cana-3666	20	19	methods	method	NOUN
cana-3666	20	20	.	.	PUNCT
cana-3666	21	1	studies	study	NOUN
cana-3666	21	2	have	have	AUX
cana-3666	21	3	shown	show	VERB
cana-3666	21	4	ann	ann	PROPN
cana-3666	21	5	models	model	NOUN
cana-3666	21	6	yield	yield	VERB
cana-3666	21	7	higher	high	ADJ
cana-3666	21	8	accuracy	accuracy	NOUN
cana-3666	21	9	,	,	PUNCT
cana-3666	21	10	with	with	ADP
cana-3666	21	11	better	well	ADJ
cana-3666	21	12	r²	r²	NOUN
cana-3666	21	13	values	value	NOUN
cana-3666	21	14	and	and	CCONJ
cana-3666	21	15	lower	low	ADJ
cana-3666	21	16	mse	mse	NOUN
cana-3666	21	17	than	than	ADP
cana-3666	21	18	rsm	rsm	NOUN
cana-3666	21	19	models	model	NOUN
cana-3666	21	20	[	[	X
cana-3666	21	21	13	13	NUM
cana-3666	21	22	]	]	PUNCT
cana-3666	21	23	,	,	PUNCT
cana-3666	21	24	[	[	X
cana-3666	21	25	14	14	NUM
cana-3666	21	26	]	]	X
cana-3666	22	1	[	[	X
cana-3666	22	2	15	15	NUM
cana-3666	22	3	]	]	PUNCT
cana-3666	22	4	.	.	PUNCT
cana-3666	23	1	[	[	X
cana-3666	23	2	16	16	NUM
cana-3666	23	3	]	]	X
cana-3666	23	4	ann	ann	PROPN
cana-3666	23	5	provided	provide	VERB
cana-3666	23	6	more	more	ADV
cana-3666	23	7	accurate	accurate	ADJ
cana-3666	23	8	predictions	prediction	NOUN
cana-3666	23	9	than	than	ADP
cana-3666	23	10	rsm	rsm	PROPN
cana-3666	23	11	based	base	VERB
cana-3666	23	12	on	on	ADP
cana-3666	23	13	rmse	rmse	NOUN
cana-3666	23	14	and	and	CCONJ
cana-3666	23	15	r²	r²	NOUN
cana-3666	23	16	metrics	metric	NOUN
cana-3666	23	17	.	.	PUNCT
cana-3666	24	1	this	this	DET
cana-3666	24	2	study	study	NOUN
cana-3666	24	3	optimizes	optimize	VERB
cana-3666	24	4	transesterification	transesterification	NOUN
cana-3666	24	5	variables	variable	NOUN
cana-3666	24	6	to	to	PART
cana-3666	24	7	maximize	maximize	VERB
cana-3666	24	8	biodiesel	biodiesel	NOUN
cana-3666	24	9	yield	yield	NOUN
cana-3666	24	10	and	and	CCONJ
cana-3666	24	11	minimize	minimize	VERB
cana-3666	24	12	viscosity	viscosity	NOUN
cana-3666	24	13	.	.	PUNCT
cana-3666	25	1	it	it	PRON
cana-3666	25	2	performs	perform	VERB
cana-3666	25	3	multi	multi	ADJ
cana-3666	25	4	-	-	ADJ
cana-3666	25	5	response	response	ADJ
cana-3666	25	6	optimization	optimization	NOUN
cana-3666	25	7	,	,	PUNCT
cana-3666	25	8	predicts	predict	VERB
cana-3666	25	9	outcomes	outcome	NOUN
cana-3666	25	10	,	,	PUNCT
cana-3666	25	11	and	and	CCONJ
cana-3666	25	12	compares	compare	VERB
cana-3666	25	13	results	result	NOUN
cana-3666	25	14	with	with	ADP
cana-3666	25	15	ann	ann	PROPN
cana-3666	25	16	.	.	PROPN
cana-3666	26	1	2	2	X
cana-3666	26	2	.	.	PUNCT
cana-3666	26	3	materials	material	NOUN
cana-3666	26	4	and	and	CCONJ
cana-3666	26	5	methods	method	NOUN
cana-3666	26	6	2.1	2.1	NUM
cana-3666	26	7	feedstock	feedstock	NOUN
cana-3666	26	8	and	and	CCONJ
cana-3666	26	9	chemicals	chemical	NOUN
cana-3666	26	10	waste	waste	NOUN
cana-3666	26	11	cooking	cooking	NOUN
cana-3666	26	12	oil	oil	NOUN
cana-3666	26	13	was	be	AUX
cana-3666	26	14	collected	collect	VERB
cana-3666	26	15	from	from	ADP
cana-3666	26	16	a	a	DET
cana-3666	26	17	vendor	vendor	NOUN
cana-3666	26	18	in	in	ADP
cana-3666	26	19	bikaner	bikaner	PROPN
cana-3666	26	20	,	,	PUNCT
cana-3666	26	21	rajasthan	rajasthan	PROPN
cana-3666	26	22	,	,	PUNCT
cana-3666	26	23	filtered	filter	VERB
cana-3666	26	24	with	with	ADP
cana-3666	26	25	sieves	sieve	NOUN
cana-3666	26	26	to	to	PART
cana-3666	26	27	remove	remove	VERB
cana-3666	26	28	microparticles	microparticle	NOUN
cana-3666	26	29	and	and	CCONJ
cana-3666	26	30	heated	heat	VERB
cana-3666	26	31	to	to	ADP
cana-3666	26	32	110	110	NUM
cana-3666	26	33	°	°	NOUN
cana-3666	26	34	c	c	NOUN
cana-3666	26	35	approx	approx	NOUN
cana-3666	26	36	.	.	PUNCT
cana-3666	27	1	for	for	ADP
cana-3666	27	2	30	30	NUM
cana-3666	27	3	minutes	minute	NOUN
cana-3666	27	4	to	to	PART
cana-3666	27	5	eliminate	eliminate	VERB
cana-3666	27	6	moisture	moisture	NOUN
cana-3666	27	7	.	.	PUNCT
cana-3666	28	1	the	the	DET
cana-3666	28	2	methanol	methanol	NOUN
cana-3666	28	3	and	and	CCONJ
cana-3666	28	4	ethanol	ethanol	NOUN
cana-3666	28	5	are	be	AUX
cana-3666	28	6	used	use	VERB
cana-3666	28	7	as	as	ADP
cana-3666	28	8	alcohols	alcohol	NOUN
cana-3666	28	9	,	,	PUNCT
cana-3666	28	10	and	and	CCONJ
cana-3666	28	11	koh	koh	PROPN
cana-3666	28	12	as	as	ADP
cana-3666	28	13	catalysts	catalyst	NOUN
cana-3666	28	14	.	.	PUNCT
cana-3666	29	1	communications	communication	NOUN
cana-3666	29	2	on	on	ADP
cana-3666	29	3	applied	apply	VERB
cana-3666	29	4	nonlinear	nonlinear	ADJ
cana-3666	29	5	analysis	analysis	NOUN
cana-3666	29	6	issn	issn	NOUN
cana-3666	29	7	:	:	PUNCT
cana-3666	29	8	1074	1074	NUM
cana-3666	29	9	-	-	PUNCT
cana-3666	29	10	133x	133x	NUM
cana-3666	29	11	vol	vol	NOUN
cana-3666	29	12	32	32	NUM
cana-3666	29	13	no	no	NOUN
cana-3666	29	14	.	.	PUNCT
cana-3666	30	1	8s	8s	PROPN
cana-3666	30	2	(	(	PUNCT
cana-3666	30	3	2025	2025	NUM
cana-3666	30	4	)	)	PUNCT
cana-3666	30	5	233	233	NUM
cana-3666	30	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3666	30	7	2.2	2.2	NUM
cana-3666	30	8	design	design	NOUN
cana-3666	30	9	of	of	ADP
cana-3666	30	10	experiment	experiment	NOUN
cana-3666	30	11	&	&	CCONJ
cana-3666	30	12	transesterification	transesterification	NOUN
cana-3666	30	13	the	the	DET
cana-3666	30	14	design	design	NOUN
cana-3666	30	15	of	of	ADP
cana-3666	30	16	the	the	DET
cana-3666	30	17	experiment	experiment	NOUN
cana-3666	30	18	is	be	AUX
cana-3666	30	19	done	do	VERB
cana-3666	30	20	using	use	VERB
cana-3666	30	21	rsm	rsm	PROPN
cana-3666	30	22	,	,	PUNCT
cana-3666	30	23	design	design	NOUN
cana-3666	30	24	expert	expert	NOUN
cana-3666	30	25	13	13	NUM
cana-3666	30	26	software	software	NOUN
cana-3666	30	27	using	use	VERB
cana-3666	30	28	the	the	DET
cana-3666	30	29	bbd	bbd	PROPN
cana-3666	30	30	approach[17	approach[17	PROPN
cana-3666	30	31	]	]	PUNCT
cana-3666	30	32	.	.	PUNCT
cana-3666	31	1	five	five	NUM
cana-3666	31	2	process	process	NOUN
cana-3666	31	3	parameters	parameter	NOUN
cana-3666	31	4	were	be	AUX
cana-3666	31	5	selected	select	VERB
cana-3666	31	6	:	:	PUNCT
cana-3666	31	7	reaction	reaction	NOUN
cana-3666	31	8	temperature	temperature	NOUN
cana-3666	31	9	(	(	PUNCT
cana-3666	31	10	a	a	NOUN
cana-3666	31	11	)	)	PUNCT
cana-3666	31	12	,	,	PUNCT
cana-3666	31	13	reaction	reaction	NOUN
cana-3666	31	14	duration	duration	NOUN
cana-3666	31	15	(	(	PUNCT
cana-3666	31	16	b	b	NOUN
cana-3666	31	17	)	)	PUNCT
cana-3666	31	18	,	,	PUNCT
cana-3666	31	19	oil	oil	NOUN
cana-3666	31	20	:	:	PUNCT
cana-3666	31	21	alcohol	alcohol	NOUN
cana-3666	31	22	ratio	ratio	NOUN
cana-3666	31	23	(	(	PUNCT
cana-3666	31	24	c	c	NOUN
cana-3666	31	25	)	)	PUNCT
cana-3666	31	26	,	,	PUNCT
cana-3666	31	27	catalyst	catalyst	NOUN
cana-3666	31	28	amount	amount	NOUN
cana-3666	31	29	(	(	PUNCT
cana-3666	31	30	d	d	NOUN
cana-3666	31	31	)	)	PUNCT
cana-3666	31	32	,	,	PUNCT
cana-3666	31	33	and	and	CCONJ
cana-3666	31	34	methanol	methanol	NOUN
cana-3666	31	35	to	to	PART
cana-3666	31	36	ethanol	ethanol	NOUN
cana-3666	31	37	ratio	ratio	NOUN
cana-3666	31	38	(	(	PUNCT
cana-3666	31	39	e	e	NOUN
cana-3666	31	40	)	)	PUNCT
cana-3666	31	41	.	.	PUNCT
cana-3666	32	1	the	the	DET
cana-3666	32	2	number	number	NOUN
cana-3666	32	3	of	of	ADP
cana-3666	32	4	trials	trial	NOUN
cana-3666	32	5	(	(	PUNCT
cana-3666	32	6	nt	not	PART
cana-3666	32	7	)	)	PUNCT
cana-3666	32	8	with	with	ADP
cana-3666	32	9	different	different	ADJ
cana-3666	32	10	conditions	condition	NOUN
cana-3666	32	11	is	be	AUX
cana-3666	32	12	determined	determine	VERB
cana-3666	32	13	using	use	VERB
cana-3666	32	14	the	the	DET
cana-3666	32	15	box	box	NOUN
cana-3666	32	16	-	-	PUNCT
cana-3666	32	17	behnken	behnken	VERB
cana-3666	32	18	design	design	NOUN
cana-3666	32	19	(	(	PUNCT
cana-3666	32	20	bbd	bbd	PROPN
cana-3666	32	21	)	)	PUNCT
cana-3666	32	22	as	as	SCONJ
cana-3666	32	23	described	describe	VERB
cana-3666	32	24	in	in	ADP
cana-3666	32	25	equation	equation	NOUN
cana-3666	32	26	(	(	PUNCT
cana-3666	32	27	1	1	NUM
cana-3666	32	28	)	)	PUNCT
cana-3666	32	29	.	.	PUNCT
cana-3666	33	1	𝑁𝑇	𝑁𝑇	NOUN
cana-3666	33	2	=	=	SYM
cana-3666	33	3	2𝑘(𝑘	2𝑘(𝑘	NUM
cana-3666	33	4	−	−	NOUN
cana-3666	33	5	1	1	X
cana-3666	33	6	)	)	PUNCT
cana-3666	33	7	+	+	CCONJ
cana-3666	33	8	𝑁𝐶	𝑁𝐶	PROPN
cana-3666	33	9	(	(	PUNCT
cana-3666	33	10	1	1	NUM
cana-3666	33	11	)	)	PUNCT
cana-3666	33	12	where	where	SCONJ
cana-3666	33	13	k	k	PROPN
cana-3666	33	14	represents	represent	VERB
cana-3666	33	15	the	the	DET
cana-3666	33	16	number	number	NOUN
cana-3666	33	17	of	of	ADP
cana-3666	33	18	variables	variable	NOUN
cana-3666	33	19	studied	study	VERB
cana-3666	33	20	and	and	CCONJ
cana-3666	33	21	nc	nc	PROPN
cana-3666	33	22	denotes	denote	VERB
cana-3666	33	23	the	the	DET
cana-3666	33	24	number	number	NOUN
cana-3666	33	25	of	of	ADP
cana-3666	33	26	replicas	replica	NOUN
cana-3666	33	27	for	for	ADP
cana-3666	33	28	central	central	ADJ
cana-3666	33	29	points	point	NOUN
cana-3666	33	30	.	.	PUNCT
cana-3666	34	1	biodiesel	biodiesel	NOUN
cana-3666	34	2	was	be	AUX
cana-3666	34	3	generated	generate	VERB
cana-3666	34	4	utilizing	utilize	VERB
cana-3666	34	5	wco	wco	NOUN
cana-3666	34	6	as	as	ADP
cana-3666	34	7	feedstock	feedstock	NOUN
cana-3666	34	8	,	,	PUNCT
cana-3666	34	9	methanol	methanol	NOUN
cana-3666	34	10	,	,	PUNCT
cana-3666	34	11	ethanol	ethanol	NOUN
cana-3666	34	12	as	as	ADP
cana-3666	34	13	alcohol	alcohol	NOUN
cana-3666	34	14	,	,	PUNCT
cana-3666	34	15	and	and	CCONJ
cana-3666	34	16	koh	koh	PROPN
cana-3666	34	17	as	as	ADP
cana-3666	34	18	a	a	DET
cana-3666	34	19	catalyst	catalyst	NOUN
cana-3666	34	20	by	by	ADP
cana-3666	34	21	hot	hot	ADJ
cana-3666	34	22	plate	plate	NOUN
cana-3666	34	23	mode	mode	NOUN
cana-3666	34	24	of	of	ADP
cana-3666	34	25	heating	heat	VERB
cana-3666	34	26	the	the	DET
cana-3666	34	27	reactants	reactant	NOUN
cana-3666	34	28	.	.	PUNCT
cana-3666	35	1	the	the	DET
cana-3666	35	2	speed	speed	NOUN
cana-3666	35	3	of	of	ADP
cana-3666	35	4	hot	hot	ADJ
cana-3666	35	5	plate	plate	NOUN
cana-3666	35	6	stirrer	stirrer	NOUN
cana-3666	35	7	was	be	AUX
cana-3666	35	8	constant	constant	ADJ
cana-3666	35	9	.	.	PUNCT
cana-3666	36	1	following	follow	VERB
cana-3666	36	2	a	a	DET
cana-3666	36	3	specific	specific	ADJ
cana-3666	36	4	time	time	NOUN
cana-3666	36	5	,	,	PUNCT
cana-3666	36	6	the	the	DET
cana-3666	36	7	reaction	reaction	NOUN
cana-3666	36	8	mixture	mixture	NOUN
cana-3666	36	9	was	be	AUX
cana-3666	36	10	dumped	dump	VERB
cana-3666	36	11	into	into	ADP
cana-3666	36	12	a	a	DET
cana-3666	36	13	separating	separate	VERB
cana-3666	36	14	funnel	funnel	NOUN
cana-3666	36	15	and	and	CCONJ
cana-3666	36	16	left	leave	VERB
cana-3666	36	17	for	for	ADP
cana-3666	36	18	one	one	NUM
cana-3666	36	19	day	day	NOUN
cana-3666	36	20	to	to	ADP
cana-3666	36	21	separate	separate	ADJ
cana-3666	36	22	biodiesel	biodiesel	NOUN
cana-3666	36	23	and	and	CCONJ
cana-3666	36	24	glycerol	glycerol	NOUN
cana-3666	36	25	via	via	ADP
cana-3666	36	26	gravity	gravity	NOUN
cana-3666	36	27	.	.	PUNCT
cana-3666	37	1	after	after	ADP
cana-3666	37	2	separating	separate	VERB
cana-3666	37	3	glycerol	glycerol	NOUN
cana-3666	37	4	,	,	PUNCT
cana-3666	37	5	the	the	DET
cana-3666	37	6	wco	wco	NOUN
cana-3666	37	7	-	-	PUNCT
cana-3666	37	8	derived	derive	VERB
cana-3666	37	9	biodiesel	biodiesel	NOUN
cana-3666	37	10	is	be	AUX
cana-3666	37	11	water	water	NOUN
cana-3666	37	12	-	-	PUNCT
cana-3666	37	13	washed	wash	VERB
cana-3666	37	14	to	to	PART
cana-3666	37	15	remove	remove	VERB
cana-3666	37	16	any	any	DET
cana-3666	37	17	pollutants	pollutant	NOUN
cana-3666	37	18	.	.	PUNCT
cana-3666	38	1	the	the	DET
cana-3666	38	2	yield	yield	NOUN
cana-3666	38	3	conversion	conversion	NOUN
cana-3666	38	4	and	and	CCONJ
cana-3666	38	5	kinematic	kinematic	ADJ
cana-3666	38	6	viscosity	viscosity	NOUN
cana-3666	38	7	was	be	AUX
cana-3666	38	8	evaluated	evaluate	VERB
cana-3666	38	9	based	base	VERB
cana-3666	38	10	on	on	ADP
cana-3666	38	11	eq	eq	PROPN
cana-3666	38	12	.	.	PUNCT
cana-3666	39	1	(	(	PUNCT
cana-3666	39	2	1	1	NUM
cana-3666	39	3	)	)	PUNCT
cana-3666	39	4	&	&	CCONJ
cana-3666	39	5	(	(	PUNCT
cana-3666	39	6	2	2	X
cana-3666	39	7	)	)	PUNCT
cana-3666	39	8	respectively	respectively	ADV
cana-3666	39	9	.	.	PUNCT
cana-3666	39	10	yield(%	yield(%	NOUN
cana-3666	39	11	)	)	PUNCT
cana-3666	39	12	=	=	SYM
cana-3666	39	13	𝑎𝑚𝑜𝑢𝑛𝑡	𝑎𝑚𝑜𝑢𝑛𝑡	NOUN
cana-3666	39	14	𝑜𝑓	𝑜𝑓	INTJ
cana-3666	39	15	𝑏𝑖𝑜𝑑𝑖𝑒𝑠𝑒𝑙	𝑏𝑖𝑜𝑑𝑖𝑒𝑠𝑒𝑙	ADJ
cana-3666	39	16	𝑝𝑟𝑜𝑑𝑢𝑐𝑒𝑑	𝑝𝑟𝑜𝑑𝑢𝑐𝑒𝑑	NOUN
cana-3666	39	17	𝑎𝑚𝑜𝑢𝑛𝑡	𝑎𝑚𝑜𝑢𝑛𝑡	NOUN
cana-3666	39	18	𝑜𝑓	𝑜𝑓	ADP
cana-3666	39	19	𝑤𝑎𝑠𝑡𝑒	𝑤𝑎𝑠𝑡𝑒	PROPN
cana-3666	39	20	𝑐𝑜𝑜𝑘𝑖𝑛𝑔	𝑐𝑜𝑜𝑘𝑖𝑛𝑔	PROPN
cana-3666	39	21	𝑜𝑖𝑙	𝑜𝑖𝑙	PROPN
cana-3666	39	22	𝑠𝑎𝑚𝑝𝑙𝑒	𝑠𝑎𝑚𝑝𝑙𝑒	PROPN
cana-3666	39	23	∗	∗	NOUN
cana-3666	39	24	100	100	NUM
cana-3666	39	25	(	(	PUNCT
cana-3666	39	26	2	2	NUM
cana-3666	39	27	)	)	PUNCT
cana-3666	39	28	kinematic	kinematic	ADJ
cana-3666	39	29	viscosity	viscosity	NOUN
cana-3666	39	30	(	(	PUNCT
cana-3666	39	31	ν	ν	NOUN
cana-3666	39	32	)	)	PUNCT
cana-3666	39	33	=	=	SYM
cana-3666	39	34	(	(	PUNCT
cana-3666	39	35	𝐶1	𝐶1	PROPN
cana-3666	39	36	∗	∗	NOUN
cana-3666	39	37	t	t	NOUN
cana-3666	39	38	)	)	PUNCT
cana-3666	39	39	−	−	PROPN
cana-3666	39	40	𝐶2	𝐶2	PROPN
cana-3666	39	41	𝑡	𝑡	X
cana-3666	39	42	(	(	PUNCT
cana-3666	39	43	3	3	NUM
cana-3666	39	44	)	)	PUNCT
cana-3666	39	45	where	where	SCONJ
cana-3666	39	46	,	,	PUNCT
cana-3666	39	47	𝜈	𝜈	PRON
cana-3666	39	48	represents	represent	VERB
cana-3666	39	49	kinematic	kinematic	ADJ
cana-3666	39	50	viscosity	viscosity	NOUN
cana-3666	39	51	in	in	ADP
cana-3666	39	52	centi	centi	PROPN
cana-3666	39	53	-	-	PUNCT
cana-3666	39	54	stokes	stokes	PROPN
cana-3666	39	55	,	,	PUNCT
cana-3666	39	56	c1	c1	PROPN
cana-3666	39	57	shows	show	VERB
cana-3666	39	58	the	the	DET
cana-3666	39	59	viscometer	viscometer	NOUN
cana-3666	39	60	constant	constant	ADJ
cana-3666	39	61	,	,	PUNCT
cana-3666	39	62	which	which	PRON
cana-3666	39	63	can	can	AUX
cana-3666	39	64	be	be	AUX
cana-3666	39	65	determined	determine	VERB
cana-3666	39	66	by	by	ADP
cana-3666	39	67	equipment	equipment	NOUN
cana-3666	39	68	and	and	CCONJ
cana-3666	39	69	c2	c2	PROPN
cana-3666	39	70	denotes	denote	VERB
cana-3666	39	71	the	the	DET
cana-3666	39	72	coefficient	coefficient	NOUN
cana-3666	39	73	of	of	ADP
cana-3666	39	74	kinetic	kinetic	ADJ
cana-3666	39	75	energy	energy	NOUN
cana-3666	39	76	,	,	PUNCT
cana-3666	39	77	and	and	CCONJ
cana-3666	39	78	t	t	PROPN
cana-3666	39	79	in	in	ADP
cana-3666	39	80	equation	equation	NOUN
cana-3666	39	81	represents	represent	VERB
cana-3666	39	82	time	time	NOUN
cana-3666	39	83	of	of	ADP
cana-3666	39	84	flow	flow	NOUN
cana-3666	39	85	in	in	ADP
cana-3666	39	86	seconds[18	seconds[18	PROPN
cana-3666	39	87	]	]	PUNCT
cana-3666	39	88	.	.	PUNCT
cana-3666	40	1	2.3	2.3	NUM
cana-3666	40	2	modelling	modelling	NOUN
cana-3666	40	3	of	of	ADP
cana-3666	40	4	ann	ann	PROPN
cana-3666	40	5	network	network	PROPN
cana-3666	40	6	artificial	artificial	ADJ
cana-3666	40	7	neural	neural	ADJ
cana-3666	40	8	networks	network	NOUN
cana-3666	40	9	(	(	PUNCT
cana-3666	40	10	anns	anns	PROPN
cana-3666	40	11	)	)	PUNCT
cana-3666	40	12	have	have	AUX
cana-3666	40	13	become	become	VERB
cana-3666	40	14	a	a	DET
cana-3666	40	15	pivotal	pivotal	ADJ
cana-3666	40	16	tool	tool	NOUN
cana-3666	40	17	in	in	ADP
cana-3666	40	18	research	research	NOUN
cana-3666	40	19	,	,	PUNCT
cana-3666	40	20	offering	offer	VERB
cana-3666	40	21	significant	significant	ADJ
cana-3666	40	22	advancements	advancement	NOUN
cana-3666	40	23	in	in	ADP
cana-3666	40	24	prediction	prediction	NOUN
cana-3666	40	25	and	and	CCONJ
cana-3666	40	26	optimization	optimization	NOUN
cana-3666	40	27	.	.	PUNCT
cana-3666	41	1	ann	ann	PROPN
cana-3666	41	2	models	model	NOUN
cana-3666	41	3	have	have	AUX
cana-3666	41	4	shown	show	VERB
cana-3666	41	5	superior	superior	ADJ
cana-3666	41	6	performance	performance	NOUN
cana-3666	41	7	in	in	ADP
cana-3666	41	8	predicting	predict	VERB
cana-3666	41	9	and	and	CCONJ
cana-3666	41	10	optimizing	optimize	VERB
cana-3666	41	11	biodiesel	biodiesel	NOUN
cana-3666	41	12	yields	yield	NOUN
cana-3666	41	13	&	&	CCONJ
cana-3666	41	14	kinematic	kinematic	ADJ
cana-3666	41	15	viscosity	viscosity	NOUN
cana-3666	41	16	compared	compare	VERB
cana-3666	41	17	to	to	ADP
cana-3666	41	18	traditional	traditional	ADJ
cana-3666	41	19	method	method	NOUN
cana-3666	41	20	[	[	X
cana-3666	41	21	19	19	NUM
cana-3666	41	22	]	]	PUNCT
cana-3666	41	23	,	,	PUNCT
cana-3666	41	24	[	[	X
cana-3666	41	25	20	20	NUM
cana-3666	41	26	]	]	PUNCT
cana-3666	41	27	.	.	PUNCT
cana-3666	42	1	matlab	matlab	PROPN
cana-3666	42	2	2023	2023	NUM
cana-3666	42	3	mathworks	mathworks	PROPN
cana-3666	42	4	was	be	AUX
cana-3666	42	5	used	use	VERB
cana-3666	42	6	for	for	ADP
cana-3666	42	7	modelling	modelling	NOUN
cana-3666	42	8	of	of	ADP
cana-3666	42	9	ann	ann	PROPN
cana-3666	42	10	.	.	PUNCT
cana-3666	43	1	levenberg	levenberg	PROPN
cana-3666	43	2	-	-	PUNCT
cana-3666	43	3	marquardt	marquardt	PROPN
cana-3666	43	4	(	(	PUNCT
cana-3666	43	5	trainlm	trainlm	NOUN
cana-3666	43	6	)	)	PUNCT
cana-3666	43	7	algorithm	algorithm	NOUN
cana-3666	43	8	was	be	AUX
cana-3666	43	9	used	use	VERB
cana-3666	43	10	to	to	PART
cana-3666	43	11	train	train	VERB
cana-3666	43	12	model	model	NOUN
cana-3666	43	13	.	.	PUNCT
cana-3666	44	1	the	the	DET
cana-3666	44	2	network	network	NOUN
cana-3666	44	3	was	be	AUX
cana-3666	44	4	created	create	VERB
cana-3666	44	5	by	by	ADP
cana-3666	44	6	dividing	divide	VERB
cana-3666	44	7	80	80	NUM
cana-3666	44	8	%	%	NOUN
cana-3666	44	9	of	of	ADP
cana-3666	44	10	the	the	DET
cana-3666	44	11	data	datum	NOUN
cana-3666	44	12	for	for	ADP
cana-3666	44	13	training	training	NOUN
cana-3666	44	14	and	and	CCONJ
cana-3666	44	15	validation	validation	NOUN
cana-3666	44	16	,	,	PUNCT
cana-3666	44	17	and	and	CCONJ
cana-3666	44	18	20	20	NUM
cana-3666	44	19	%	%	NOUN
cana-3666	44	20	was	be	AUX
cana-3666	44	21	used	use	VERB
cana-3666	44	22	for	for	ADP
cana-3666	44	23	testing	testing	NOUN
cana-3666	44	24	[	[	X
cana-3666	44	25	21	21	NUM
cana-3666	44	26	]	]	PUNCT
cana-3666	44	27	.	.	PUNCT
cana-3666	45	1	5–10–2	5–10–2	NUM
cana-3666	45	2	architecture	architecture	NOUN
cana-3666	45	3	was	be	AUX
cana-3666	45	4	framed	frame	VERB
cana-3666	45	5	as	as	SCONJ
cana-3666	45	6	it	it	PRON
cana-3666	45	7	contains	contain	VERB
cana-3666	45	8	5	5	NUM
cana-3666	45	9	inputs	input	NOUN
cana-3666	45	10	,	,	PUNCT
cana-3666	45	11	2	2	NUM
cana-3666	45	12	outputs	output	NOUN
cana-3666	45	13	,	,	PUNCT
cana-3666	45	14	and	and	CCONJ
cana-3666	45	15	10	10	NUM
cana-3666	45	16	neurons	neuron	NOUN
cana-3666	45	17	.	.	PUNCT
cana-3666	46	1	the	the	DET
cana-3666	46	2	metrics	metric	NOUN
cana-3666	46	3	employed	employ	VERB
cana-3666	46	4	for	for	ADP
cana-3666	46	5	assessing	assess	VERB
cana-3666	46	6	the	the	DET
cana-3666	46	7	performance	performance	NOUN
cana-3666	46	8	of	of	ADP
cana-3666	46	9	the	the	DET
cana-3666	46	10	employed	employ	VERB
cana-3666	46	11	models	model	NOUN
cana-3666	46	12	include	include	VERB
cana-3666	46	13	rmse	rmse	NOUN
cana-3666	46	14	,	,	PUNCT
cana-3666	46	15	mape	mape	NOUN
cana-3666	46	16	,	,	PUNCT
cana-3666	46	17	and	and	CCONJ
cana-3666	46	18	r2	r2	PROPN
cana-3666	47	1	[	[	X
cana-3666	47	2	22	22	NUM
cana-3666	47	3	]	]	PUNCT
cana-3666	47	4	.	.	PUNCT
cana-3666	48	1	3	3	X
cana-3666	48	2	.	.	NOUN
cana-3666	48	3	results	result	NOUN
cana-3666	48	4	and	and	CCONJ
cana-3666	48	5	discussion	discussion	NOUN
cana-3666	48	6	3.1	3.1	NUM
cana-3666	48	7	rsm	rsm	NOUN
cana-3666	48	8	analysis	analysis	NOUN
cana-3666	48	9	signification	signification	NOUN
cana-3666	48	10	of	of	ADP
cana-3666	48	11	model	model	NOUN
cana-3666	48	12	was	be	AUX
cana-3666	48	13	evaluated	evaluate	VERB
cana-3666	48	14	by	by	ADP
cana-3666	48	15	lack	lack	NOUN
cana-3666	48	16	of	of	ADP
cana-3666	48	17	fit	fit	ADJ
cana-3666	48	18	,	,	PUNCT
cana-3666	48	19	analysis	analysis	NOUN
cana-3666	48	20	of	of	ADP
cana-3666	48	21	variance	variance	NOUN
cana-3666	48	22	and	and	CCONJ
cana-3666	48	23	coefficient	coefficient	NOUN
cana-3666	48	24	of	of	ADP
cana-3666	48	25	determination	determination	NOUN
cana-3666	48	26	(	(	PUNCT
cana-3666	48	27	r2	r2	PROPN
cana-3666	48	28	)	)	PUNCT
cana-3666	48	29	.	.	PUNCT
cana-3666	49	1	2fi	2fi	ADJ
cana-3666	49	2	model	model	NOUN
cana-3666	49	3	was	be	AUX
cana-3666	49	4	suggested	suggest	VERB
cana-3666	49	5	by	by	ADP
cana-3666	49	6	model	model	NOUN
cana-3666	49	7	due	due	ADP
cana-3666	49	8	to	to	ADP
cana-3666	49	9	high	high	ADJ
cana-3666	49	10	f	f	NOUN
cana-3666	49	11	-	-	PUNCT
cana-3666	49	12	value	value	NOUN
cana-3666	49	13	&	&	CCONJ
cana-3666	49	14	lesser	less	ADJ
cana-3666	49	15	p	p	NOUN
cana-3666	49	16	value	value	NOUN
cana-3666	49	17	(	(	PUNCT
cana-3666	49	18	table1)[13	table1)[13	PROPN
cana-3666	49	19	]	]	PUNCT
cana-3666	49	20	.	.	PUNCT
cana-3666	50	1	anova	anova	PROPN
cana-3666	50	2	also	also	ADV
cana-3666	50	3	helps	help	VERB
cana-3666	50	4	to	to	PART
cana-3666	50	5	recognize	recognize	VERB
cana-3666	50	6	the	the	DET
cana-3666	50	7	most	most	ADV
cana-3666	50	8	influential	influential	ADJ
cana-3666	50	9	parameter[23][24	parameter[23][24	PROPN
cana-3666	50	10	]	]	PUNCT
cana-3666	50	11	.	.	PUNCT
cana-3666	51	1	according	accord	VERB
cana-3666	51	2	to	to	ADP
cana-3666	51	3	anova	anova	PROPN
cana-3666	51	4	,	,	PUNCT
cana-3666	51	5	the	the	DET
cana-3666	51	6	amount	amount	NOUN
cana-3666	51	7	of	of	ADP
cana-3666	51	8	catalyst	catalyst	NOUN
cana-3666	51	9	(	(	PUNCT
cana-3666	51	10	d	d	X
cana-3666	51	11	)	)	PUNCT
cana-3666	51	12	has	have	VERB
cana-3666	51	13	the	the	DET
cana-3666	51	14	most	most	ADV
cana-3666	51	15	significant	significant	ADJ
cana-3666	51	16	effect	effect	NOUN
cana-3666	51	17	,	,	PUNCT
cana-3666	51	18	and	and	CCONJ
cana-3666	51	19	the	the	DET
cana-3666	51	20	reaction	reaction	NOUN
cana-3666	51	21	time	time	NOUN
cana-3666	51	22	(	(	PUNCT
cana-3666	51	23	b	b	NOUN
cana-3666	51	24	)	)	PUNCT
cana-3666	51	25	has	have	VERB
cana-3666	51	26	the	the	DET
cana-3666	51	27	least	least	ADJ
cana-3666	51	28	effect	effect	NOUN
cana-3666	51	29	on	on	ADP
cana-3666	51	30	biodiesel	biodiesel	NOUN
cana-3666	51	31	yield	yield	NOUN
cana-3666	51	32	,	,	PUNCT
cana-3666	51	33	whereas	whereas	SCONJ
cana-3666	51	34	for	for	ADP
cana-3666	51	35	kinematic	kinematic	ADJ
cana-3666	51	36	viscosity	viscosity	NOUN
cana-3666	51	37	,	,	PUNCT
cana-3666	51	38	oil	oil	NOUN
cana-3666	51	39	to	to	ADP
cana-3666	51	40	alcohol	alcohol	NOUN
cana-3666	51	41	ratio(c	ratio(c	PROPN
cana-3666	51	42	)	)	PUNCT
cana-3666	51	43	has	have	VERB
cana-3666	51	44	the	the	DET
cana-3666	51	45	most	most	ADV
cana-3666	51	46	significant	significant	ADJ
cana-3666	51	47	effect	effect	NOUN
cana-3666	51	48	,	,	PUNCT
cana-3666	51	49	and	and	CCONJ
cana-3666	51	50	the	the	DET
cana-3666	51	51	reaction	reaction	NOUN
cana-3666	51	52	temperature	temperature	NOUN
cana-3666	51	53	(	(	PUNCT
cana-3666	51	54	a	a	X
cana-3666	51	55	)	)	PUNCT
cana-3666	51	56	has	have	VERB
cana-3666	51	57	the	the	DET
cana-3666	51	58	least	least	ADJ
cana-3666	51	59	effect	effect	NOUN
cana-3666	51	60	.	.	PUNCT
cana-3666	52	1	communications	communication	NOUN
cana-3666	52	2	on	on	ADP
cana-3666	52	3	applied	apply	VERB
cana-3666	52	4	nonlinear	nonlinear	ADJ
cana-3666	52	5	analysis	analysis	NOUN
cana-3666	52	6	issn	issn	NOUN
cana-3666	52	7	:	:	PUNCT
cana-3666	52	8	1074	1074	NUM
cana-3666	52	9	-	-	PUNCT
cana-3666	52	10	133x	133x	NUM
cana-3666	52	11	vol	vol	NOUN
cana-3666	52	12	32	32	NUM
cana-3666	52	13	no	no	NOUN
cana-3666	52	14	.	.	PUNCT
cana-3666	53	1	8s	8s	PROPN
cana-3666	53	2	(	(	PUNCT
cana-3666	53	3	2025	2025	NUM
cana-3666	53	4	)	)	PUNCT
cana-3666	53	5	234	234	NUM
cana-3666	53	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3666	53	7	3.2	3.2	NUM
cana-3666	53	8	artificial	artificial	ADJ
cana-3666	53	9	neural	neural	ADJ
cana-3666	53	10	network	network	NOUN
cana-3666	53	11	(	(	PUNCT
cana-3666	53	12	ann	ann	PROPN
cana-3666	53	13	):	):	PUNCT
cana-3666	53	14	the	the	DET
cana-3666	53	15	study	study	NOUN
cana-3666	53	16	utilized	utilize	VERB
cana-3666	53	17	an	an	DET
cana-3666	53	18	artificial	artificial	ADJ
cana-3666	53	19	neural	neural	ADJ
cana-3666	53	20	network	network	NOUN
cana-3666	53	21	to	to	PART
cana-3666	53	22	forecast	forecast	VERB
cana-3666	53	23	biodiesel	biodiesel	NOUN
cana-3666	53	24	yield	yield	NOUN
cana-3666	53	25	and	and	CCONJ
cana-3666	53	26	kinematic	kinematic	ADJ
cana-3666	53	27	viscosity	viscosity	NOUN
cana-3666	53	28	,	,	PUNCT
cana-3666	53	29	demonstrating	demonstrate	VERB
cana-3666	53	30	its	its	PRON
cana-3666	53	31	superior	superior	ADJ
cana-3666	53	32	effectiveness	effectiveness	NOUN
cana-3666	53	33	to	to	ADP
cana-3666	53	34	other	other	ADJ
cana-3666	53	35	statistical	statistical	ADJ
cana-3666	53	36	tools	tool	NOUN
cana-3666	53	37	.	.	PUNCT
cana-3666	54	1	model	model	NOUN
cana-3666	54	2	was	be	AUX
cana-3666	54	3	trained	train	VERB
cana-3666	54	4	for	for	ADP
cana-3666	54	5	minimum	minimum	ADJ
cana-3666	54	6	mean	mean	NOUN
cana-3666	54	7	square	square	NOUN
cana-3666	54	8	error	error	NOUN
cana-3666	54	9	and	and	CCONJ
cana-3666	54	10	maximum	maximum	ADJ
cana-3666	54	11	coefficient	coefficient	NOUN
cana-3666	54	12	of	of	ADP
cana-3666	54	13	determination	determination	NOUN
cana-3666	54	14	.	.	PUNCT
cana-3666	55	1	model	model	NOUN
cana-3666	55	2	validation	validation	NOUN
cana-3666	55	3	used	use	VERB
cana-3666	55	4	r2	r2	NOUN
cana-3666	55	5	,	,	PUNCT
cana-3666	55	6	root	root	NOUN
cana-3666	55	7	mean	mean	VERB
cana-3666	55	8	square	square	ADJ
cana-3666	55	9	error	error	NOUN
cana-3666	55	10	(	(	PUNCT
cana-3666	55	11	rmse	rmse	NOUN
cana-3666	55	12	)	)	PUNCT
cana-3666	55	13	,	,	PUNCT
cana-3666	55	14	and	and	CCONJ
cana-3666	55	15	mape	mape	NOUN
cana-3666	55	16	.	.	PUNCT
cana-3666	56	1	figures	figure	NOUN
cana-3666	56	2	1	1	NUM
cana-3666	56	3	&	&	CCONJ
cana-3666	56	4	2	2	NUM
cana-3666	56	5	illustrate	illustrate	VERB
cana-3666	56	6	the	the	DET
cana-3666	56	7	performance	performance	NOUN
cana-3666	56	8	evaluation	evaluation	NOUN
cana-3666	56	9	of	of	ADP
cana-3666	56	10	an	an	DET
cana-3666	56	11	ann	ann	PROPN
cana-3666	56	12	model	model	NOUN
cana-3666	56	13	used	use	VERB
cana-3666	56	14	to	to	PART
cana-3666	56	15	predict	predict	VERB
cana-3666	56	16	the	the	DET
cana-3666	56	17	kinematic	kinematic	ADJ
cana-3666	56	18	viscosity	viscosity	NOUN
cana-3666	56	19	&	&	CCONJ
cana-3666	56	20	yield	yield	NOUN
cana-3666	56	21	of	of	ADP
cana-3666	56	22	biodiesel	biodiesel	NOUN
cana-3666	56	23	.	.	PUNCT
cana-3666	57	1	high	high	ADJ
cana-3666	57	2	value	value	NOUN
cana-3666	57	3	of	of	ADP
cana-3666	57	4	r	r	NOUN
cana-3666	57	5	and	and	CCONJ
cana-3666	57	6	data	datum	NOUN
cana-3666	57	7	trend	trend	NOUN
cana-3666	57	8	near	near	ADP
cana-3666	57	9	the	the	DET
cana-3666	57	10	mean	mean	ADJ
cana-3666	57	11	line	line	NOUN
cana-3666	57	12	show	show	VERB
cana-3666	57	13	the	the	DET
cana-3666	57	14	adequacy	adequacy	NOUN
cana-3666	57	15	of	of	ADP
cana-3666	57	16	model	model	NOUN
cana-3666	57	17	training	training	NOUN
cana-3666	57	18	and	and	CCONJ
cana-3666	57	19	model	model	NOUN
cana-3666	57	20	can	can	AUX
cana-3666	57	21	predict	predict	VERB
cana-3666	57	22	a	a	DET
cana-3666	57	23	new	new	ADJ
cana-3666	57	24	data	datum	NOUN
cana-3666	57	25	set	set	VERB
cana-3666	57	26	.	.	PUNCT
cana-3666	58	1	table	table	NOUN
cana-3666	58	2	1	1	NUM
cana-3666	58	3	anova	anova	PROPN
cana-3666	58	4	analysis	analysis	NOUN
cana-3666	58	5	biodiesel	biodiesel	NOUN
cana-3666	58	6	yield	yield	NOUN
cana-3666	58	7	kinematic	kinematic	ADJ
cana-3666	58	8	viscosity	viscosity	NOUN
cana-3666	58	9	source	source	NOUN
cana-3666	58	10	sum	sum	NOUN
cana-3666	58	11	of	of	ADP
cana-3666	58	12	squares	square	NOUN
cana-3666	58	13	df	df	PROPN
cana-3666	58	14	mean	mean	VERB
cana-3666	58	15	square	square	ADJ
cana-3666	58	16	f	f	NOUN
cana-3666	58	17	-	-	PUNCT
cana-3666	58	18	value	value	NOUN
cana-3666	58	19	pvalue	pvalue	NOUN
cana-3666	58	20	source	source	NOUN
cana-3666	58	21	sum	sum	NOUN
cana-3666	58	22	of	of	ADP
cana-3666	58	23	squares	square	NOUN
cana-3666	58	24	df	df	PROPN
cana-3666	58	25	mean	mean	VERB
cana-3666	58	26	square	square	ADJ
cana-3666	58	27	fvalue	fvalue	NOUN
cana-3666	58	28	pvalue	pvalue	NOUN
cana-3666	58	29	model	model	NOUN
cana-3666	58	30	498.49	498.49	NUM
cana-3666	58	31	11	11	NUM
cana-3666	58	32	45.32	45.32	NUM
cana-3666	58	33	117.39	117.39	NUM
cana-3666	58	34	<	<	X
cana-3666	58	35	0.0001	0.0001	NUM
cana-3666	58	36	model	model	NOUN
cana-3666	58	37	17.72	17.72	NUM
cana-3666	58	38	8	8	NUM
cana-3666	58	39	2.22	2.22	NUM
cana-3666	58	40	67.19	67.19	NUM
cana-3666	58	41	<	<	X
cana-3666	58	42	0.0001	0.0001	NUM
cana-3666	58	43	significant	significant	ADJ
cana-3666	58	44	a	a	DET
cana-3666	58	45	-	-	PUNCT
cana-3666	58	46	temp	temp	NOUN
cana-3666	58	47	39.31	39.31	NUM
cana-3666	58	48	1	1	NUM
cana-3666	58	49	39.31	39.31	NUM
cana-3666	58	50	101.84	101.84	NUM
cana-3666	58	51	<	<	X
cana-3666	58	52	0.0001	0.0001	NUM
cana-3666	58	53	a	a	DET
cana-3666	58	54	-	-	PUNCT
cana-3666	58	55	temp	temp	NOUN
cana-3666	58	56	0.1406	0.1406	NUM
cana-3666	58	57	1	1	NUM
cana-3666	58	58	0.1406	0.1406	NUM
cana-3666	58	59	4.27	4.27	NUM
cana-3666	58	60	0.046	0.046	NUM
cana-3666	58	61	b	b	NUM
cana-3666	58	62	-	-	PUNCT
cana-3666	58	63	time	time	NOUN
cana-3666	58	64	4.04	4.04	NUM
cana-3666	58	65	1	1	NUM
cana-3666	58	66	4.04	4.04	NUM
cana-3666	58	67	10.47	10.47	NUM
cana-3666	58	68	0.0027	0.0027	NUM
cana-3666	58	69	b	b	NUM
cana-3666	58	70	-	-	PUNCT
cana-3666	58	71	time	time	NOUN
cana-3666	58	72	6.48	6.48	NUM
cana-3666	58	73	1	1	NUM
cana-3666	58	74	6.48	6.48	NUM
cana-3666	58	75	196.53	196.53	NUM
cana-3666	58	76	<	<	X
cana-3666	58	77	0.0001	0.0001	NUM
cana-3666	58	78	co	co	NOUN
cana-3666	58	79	:	:	PUNCT
cana-3666	58	80	m	m	ADJ
cana-3666	58	81	/	/	SYM
cana-3666	58	82	e	e	NOUN
cana-3666	58	83	8.24	8.24	NUM
cana-3666	58	84	1	1	NUM
cana-3666	58	85	8.24	8.24	NUM
cana-3666	58	86	21.34	21.34	NUM
cana-3666	58	87	<	<	X
cana-3666	58	88	0.0001	0.0001	NUM
cana-3666	58	89	co	co	NOUN
cana-3666	58	90	:	:	PUNCT
cana-3666	58	91	m	m	ADJ
cana-3666	58	92	/	/	SYM
cana-3666	58	93	e	e	NOUN
cana-3666	58	94	8.17	8.17	NUM
cana-3666	58	95	1	1	NUM
cana-3666	58	96	8.17	8.17	NUM
cana-3666	58	97	247.66	247.66	NUM
cana-3666	58	98	<	<	X
cana-3666	58	99	0.0001	0.0001	NUM
cana-3666	58	100	dcatalyst	dcatalyst	NOUN
cana-3666	58	101	389.37	389.37	NUM
cana-3666	58	102	1	1	NUM
cana-3666	58	103	389.37	389.37	NUM
cana-3666	58	104	1008.65	1008.65	NUM
cana-3666	58	105	<	<	X
cana-3666	58	106	0.0001	0.0001	NUM
cana-3666	58	107	dcatalyst	dcatalyst	NOUN
cana-3666	58	108	1.01	1.01	NUM
cana-3666	58	109	1	1	NUM
cana-3666	58	110	1.01	1.01	NUM
cana-3666	58	111	30.66	30.66	NUM
cana-3666	58	112	<	<	X
cana-3666	58	113	0.0001	0.0001	NUM
cana-3666	58	114	e	e	NOUN
cana-3666	58	115	-	-	NOUN
cana-3666	58	116	m	m	NOUN
cana-3666	58	117	:	:	PUNCT
cana-3666	58	118	e	e	NOUN
cana-3666	58	119	10.91	10.91	NUM
cana-3666	58	120	1	1	NUM
cana-3666	58	121	10.91	10.91	NUM
cana-3666	58	122	28.25	28.25	NUM
cana-3666	58	123	<	<	X
cana-3666	58	124	0.0001	0.0001	NUM
cana-3666	58	125	e	e	NOUN
cana-3666	58	126	-	-	NOUN
cana-3666	58	127	m	m	NOUN
cana-3666	58	128	:	:	PUNCT
cana-3666	58	129	e	e	NOUN
cana-3666	58	130	0.1914	0.1914	NUM
cana-3666	58	131	1	1	NUM
cana-3666	58	132	0.1914	0.1914	NUM
cana-3666	58	133	5.81	5.81	NUM
cana-3666	58	134	0.0211	0.0211	NUM
cana-3666	58	135	ab	ab	PROPN
cana-3666	58	136	1.12	1.12	NUM
cana-3666	58	137	1	1	NUM
cana-3666	58	138	1.12	1.12	NUM
cana-3666	58	139	2.91	2.91	NUM
cana-3666	58	140	0.0971	0.0971	NUM
cana-3666	58	141	ac	ac	NOUN
cana-3666	58	142	0.648	0.648	NUM
cana-3666	58	143	1	1	NUM
cana-3666	58	144	0.648	0.648	NUM
cana-3666	58	145	19.65	19.65	NUM
cana-3666	58	146	<	<	X
cana-3666	58	147	0.0001	0.0001	NUM
cana-3666	58	148	ac	ac	PROPN
cana-3666	58	149	5.22	5.22	NUM
cana-3666	58	150	1	1	NUM
cana-3666	58	151	5.22	5.22	NUM
cana-3666	58	152	13.53	13.53	NUM
cana-3666	58	153	0.0008	0.0008	NUM
cana-3666	58	154	bd	bd	PROPN
cana-3666	58	155	0.2314	0.2314	NUM
cana-3666	58	156	1	1	NUM
cana-3666	58	157	0.2314	0.2314	NUM
cana-3666	58	158	7.02	7.02	NUM
cana-3666	58	159	0.0118	0.0118	NUM
cana-3666	58	160	ae	ae	PROPN
cana-3666	58	161	30.47	30.47	NUM
cana-3666	58	162	1	1	NUM
cana-3666	58	163	30.47	30.47	NUM
cana-3666	58	164	78.93	78.93	NUM
cana-3666	58	165	<	<	X
cana-3666	58	166	0.0001	0.0001	NUM
cana-3666	58	167	be	be	NOUN
cana-3666	58	168	0.8556	0.8556	NUM
cana-3666	58	169	1	1	NUM
cana-3666	58	170	0.8556	0.8556	NUM
cana-3666	58	171	25.95	25.95	NUM
cana-3666	58	172	<	<	X
cana-3666	58	173	0.0001	0.0001	NUM
cana-3666	58	174	bd	bd	PROPN
cana-3666	58	175	2.81	2.81	NUM
cana-3666	58	176	1	1	NUM
cana-3666	58	177	2.81	2.81	NUM
cana-3666	58	178	7.27	7.27	NUM
cana-3666	58	179	0.0108	0.0108	NUM
cana-3666	58	180	be	be	VERB
cana-3666	58	181	5.09	5.09	NUM
cana-3666	58	182	1	1	NUM
cana-3666	58	183	5.09	5.09	NUM
cana-3666	58	184	13.17	13.17	NUM
cana-3666	58	185	0.0009	0.0009	NUM
cana-3666	58	186	ce	ce	PROPN
cana-3666	58	187	1.92	1.92	NUM
cana-3666	58	188	1	1	NUM
cana-3666	58	189	1.92	1.92	NUM
cana-3666	58	190	4.97	4.97	NUM
cana-3666	58	191	0.0325	0.0325	NUM
cana-3666	58	192	residual	residual	ADJ
cana-3666	58	193	13.13	13.13	NUM
cana-3666	58	194	34	34	NUM
cana-3666	58	195	0.386	0.386	NUM
cana-3666	58	196	residual	residual	ADJ
cana-3666	58	197	1.22	1.22	NUM
cana-3666	58	198	37	37	NUM
cana-3666	58	199	0.033	0.033	NUM
cana-3666	58	200	lack	lack	NOUN
cana-3666	58	201	of	of	ADP
cana-3666	58	202	fit	fit	ADJ
cana-3666	58	203	12.34	12.34	NUM
cana-3666	58	204	29	29	NUM
cana-3666	58	205	0.4255	0.4255	NUM
cana-3666	58	206	2.7	2.7	NUM
cana-3666	58	207	0.1349	0.1349	NUM
cana-3666	58	208	lack	lack	NOUN
cana-3666	58	209	of	of	ADP
cana-3666	58	210	fit	fit	ADJ
cana-3666	58	211	1.06	1.06	NUM
cana-3666	58	212	32	32	NUM
cana-3666	58	213	0.0331	0.0331	NUM
cana-3666	58	214	1.03	1.03	NUM
cana-3666	58	215	0.5513	0.5513	NUM
cana-3666	58	216	not	not	PART
cana-3666	58	217	significant	significant	ADJ
cana-3666	58	218	pure	pure	ADJ
cana-3666	58	219	error	error	NOUN
cana-3666	58	220	0.7865	0.7865	NUM
cana-3666	58	221	5	5	NUM
cana-3666	58	222	0.1573	0.1573	NUM
cana-3666	58	223	pure	pure	ADJ
cana-3666	58	224	error	error	NOUN
cana-3666	58	225	0.1611	0.1611	NUM
cana-3666	58	226	5	5	NUM
cana-3666	58	227	0.0322	0.0322	NUM
cana-3666	58	228	cor	cor	PROPN
cana-3666	58	229	total	total	PROPN
cana-3666	58	230	511.62	511.62	NUM
cana-3666	58	231	45	45	NUM
cana-3666	58	232	cor	cor	NOUN
cana-3666	58	233	total	total	PROPN
cana-3666	58	234	18.94	18.94	NUM
cana-3666	58	235	45	45	NUM
cana-3666	58	236	communications	communication	NOUN
cana-3666	58	237	on	on	ADP
cana-3666	58	238	applied	apply	VERB
cana-3666	58	239	nonlinear	nonlinear	ADJ
cana-3666	58	240	analysis	analysis	NOUN
cana-3666	58	241	issn	issn	NOUN
cana-3666	58	242	:	:	PUNCT
cana-3666	58	243	1074	1074	NUM
cana-3666	58	244	-	-	PUNCT
cana-3666	58	245	133x	133x	NUM
cana-3666	58	246	vol	vol	NOUN
cana-3666	58	247	32	32	NUM
cana-3666	58	248	no	no	NOUN
cana-3666	58	249	.	.	PUNCT
cana-3666	59	1	8s	8s	PROPN
cana-3666	59	2	(	(	PUNCT
cana-3666	59	3	2025	2025	NUM
cana-3666	59	4	)	)	PUNCT
cana-3666	59	5	235	235	NUM
cana-3666	59	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3666	59	7	figure1	figure1	X
cana-3666	59	8	regression	regression	VERB
cana-3666	59	9	curves	curve	NOUN
cana-3666	59	10	for	for	ADP
cana-3666	59	11	biodiesel	biodiesel	NOUN
cana-3666	59	12	yield	yield	NOUN
cana-3666	59	13	figure2	figure2	ADJ
cana-3666	59	14	regression	regression	NOUN
cana-3666	59	15	curves	curve	NOUN
cana-3666	59	16	for	for	ADP
cana-3666	59	17	biodiesel	biodiesel	NOUN
cana-3666	59	18	kinematic	kinematic	ADJ
cana-3666	59	19	viscosity	viscosity	NOUN
cana-3666	59	20	in	in	ADP
cana-3666	59	21	training	training	NOUN
cana-3666	59	22	phase	phase	NOUN
cana-3666	59	23	,	,	PUNCT
cana-3666	59	24	high	high	ADJ
cana-3666	59	25	value	value	NOUN
cana-3666	59	26	of	of	ADP
cana-3666	59	27	correlation	correlation	NOUN
cana-3666	59	28	coefficient	coefficient	NOUN
cana-3666	59	29	(	(	PUNCT
cana-3666	59	30	r	r	NOUN
cana-3666	59	31	)	)	PUNCT
cana-3666	59	32	0.99874	0.99874	NUM
cana-3666	59	33	&	&	CCONJ
cana-3666	59	34	0.9976	0.9976	NUM
cana-3666	59	35	and	and	CCONJ
cana-3666	59	36	alignment	alignment	NOUN
cana-3666	59	37	of	of	ADP
cana-3666	59	38	regression	regression	NOUN
cana-3666	59	39	line	line	NOUN
cana-3666	59	40	with	with	ADP
cana-3666	59	41	data	datum	NOUN
cana-3666	59	42	for	for	ADP
cana-3666	59	43	yield	yield	NOUN
cana-3666	59	44	and	and	CCONJ
cana-3666	59	45	kinematic	kinematic	ADJ
cana-3666	59	46	viscosity	viscosity	NOUN
cana-3666	59	47	respectively	respectively	ADV
cana-3666	59	48	,	,	PUNCT
cana-3666	59	49	indicates	indicate	VERB
cana-3666	59	50	model	model	NOUN
cana-3666	59	51	’s	’s	PART
cana-3666	59	52	capability	capability	NOUN
cana-3666	59	53	to	to	PART
cana-3666	59	54	establish	establish	VERB
cana-3666	59	55	relationship	relationship	NOUN
cana-3666	59	56	between	between	ADP
cana-3666	59	57	predicted	predict	VERB
cana-3666	59	58	and	and	CCONJ
cana-3666	59	59	actual	actual	ADJ
cana-3666	59	60	values	value	NOUN
cana-3666	59	61	.	.	PUNCT
cana-3666	60	1	similarly	similarly	ADV
cana-3666	60	2	,	,	PUNCT
cana-3666	60	3	for	for	ADP
cana-3666	60	4	validation	validation	NOUN
cana-3666	60	5	,	,	PUNCT
cana-3666	60	6	plot	plot	NOUN
cana-3666	60	7	r	r	NOUN
cana-3666	60	8	-	-	PUNCT
cana-3666	60	9	values	value	NOUN
cana-3666	60	10	of	of	ADP
cana-3666	60	11	0.99069	0.99069	NUM
cana-3666	60	12	&	&	CCONJ
cana-3666	60	13	0.95889	0.95889	NUM
cana-3666	60	14	for	for	ADP
cana-3666	60	15	yield	yield	NOUN
cana-3666	60	16	and	and	CCONJ
cana-3666	60	17	kinematic	kinematic	ADJ
cana-3666	60	18	viscosity	viscosity	NOUN
cana-3666	60	19	,	,	PUNCT
cana-3666	60	20	respectively	respectively	ADV
cana-3666	60	21	,	,	PUNCT
cana-3666	60	22	signifying	signify	VERB
cana-3666	60	23	the	the	DET
cana-3666	60	24	predictive	predictive	ADJ
cana-3666	60	25	capability	capability	NOUN
cana-3666	60	26	of	of	ADP
cana-3666	60	27	the	the	DET
cana-3666	60	28	trained	train	VERB
cana-3666	60	29	model	model	NOUN
cana-3666	60	30	and	and	CCONJ
cana-3666	60	31	trend	trend	NOUN
cana-3666	60	32	of	of	ADP
cana-3666	60	33	the	the	DET
cana-3666	60	34	curve	curve	NOUN
cana-3666	60	35	showing	show	VERB
cana-3666	60	36	that	that	SCONJ
cana-3666	60	37	the	the	DET
cana-3666	60	38	model	model	NOUN
cana-3666	60	39	predicted	predict	VERB
cana-3666	60	40	well	well	ADV
cana-3666	60	41	without	without	ADP
cana-3666	60	42	overfitting	overfitte	VERB
cana-3666	60	43	.	.	PUNCT
cana-3666	61	1	this	this	DET
cana-3666	61	2	high	high	ADJ
cana-3666	61	3	overall	overall	ADJ
cana-3666	61	4	correlation	correlation	NOUN
cana-3666	61	5	for	for	ADP
cana-3666	61	6	figures	figure	NOUN
cana-3666	61	7	5	5	NUM
cana-3666	61	8	and	and	CCONJ
cana-3666	61	9	6	6	NUM
cana-3666	61	10	indicates	indicate	VERB
cana-3666	61	11	that	that	SCONJ
cana-3666	61	12	the	the	DET
cana-3666	61	13	ann	ann	PROPN
cana-3666	61	14	model	model	NOUN
cana-3666	61	15	is	be	AUX
cana-3666	61	16	highly	highly	ADV
cana-3666	61	17	effective	effective	ADJ
cana-3666	61	18	in	in	ADP
cana-3666	61	19	predicting	predict	VERB
cana-3666	61	20	biodiesel	biodiesel	NOUN
cana-3666	61	21	's	's	PART
cana-3666	61	22	kinematic	kinematic	ADJ
cana-3666	61	23	viscosity	viscosity	NOUN
cana-3666	61	24	and	and	CCONJ
cana-3666	61	25	yield	yield	NOUN
cana-3666	61	26	,	,	PUNCT
cana-3666	61	27	with	with	ADP
cana-3666	61	28	minimal	minimal	ADJ
cana-3666	61	29	deviation	deviation	NOUN
cana-3666	61	30	from	from	ADP
cana-3666	61	31	the	the	DET
cana-3666	61	32	experimental	experimental	ADJ
cana-3666	61	33	values	value	NOUN
cana-3666	61	34	.	.	PUNCT
cana-3666	62	1	this	this	PRON
cana-3666	62	2	highlights	highlight	VERB
cana-3666	62	3	the	the	DET
cana-3666	62	4	capability	capability	NOUN
cana-3666	62	5	of	of	ADP
cana-3666	62	6	ann	ann	PROPN
cana-3666	62	7	models	model	NOUN
cana-3666	62	8	in	in	ADP
cana-3666	62	9	complex	complex	ADJ
cana-3666	62	10	nonlinear	nonlinear	ADJ
cana-3666	62	11	regression	regression	NOUN
cana-3666	62	12	tasks	task	NOUN
cana-3666	62	13	.	.	PUNCT
cana-3666	63	1	further	further	ADJ
cana-3666	63	2	prediction	prediction	NOUN
cana-3666	63	3	is	be	AUX
cana-3666	63	4	made	make	VERB
cana-3666	63	5	for	for	ADP
cana-3666	63	6	the	the	DET
cana-3666	63	7	complete	complete	ADJ
cana-3666	63	8	data	datum	NOUN
cana-3666	63	9	set	set	VERB
cana-3666	63	10	and	and	CCONJ
cana-3666	63	11	compared	compare	VERB
cana-3666	63	12	with	with	ADP
cana-3666	63	13	rsm	rsm	NOUN
cana-3666	63	14	based	base	VERB
cana-3666	63	15	on	on	ADP
cana-3666	63	16	evaluation	evaluation	NOUN
cana-3666	63	17	metrics	metric	NOUN
cana-3666	63	18	rmse	rmse	NOUN
cana-3666	63	19	,	,	PUNCT
cana-3666	63	20	mape	mape	NOUN
cana-3666	63	21	&	&	CCONJ
cana-3666	63	22	r2	r2	PROPN
cana-3666	63	23	.	.	PUNCT
cana-3666	64	1	communications	communication	NOUN
cana-3666	64	2	on	on	ADP
cana-3666	64	3	applied	apply	VERB
cana-3666	64	4	nonlinear	nonlinear	ADJ
cana-3666	64	5	analysis	analysis	NOUN
cana-3666	64	6	issn	issn	NOUN
cana-3666	64	7	:	:	PUNCT
cana-3666	64	8	1074	1074	NUM
cana-3666	64	9	-	-	PUNCT
cana-3666	64	10	133x	133x	NUM
cana-3666	64	11	vol	vol	NOUN
cana-3666	64	12	32	32	NUM
cana-3666	64	13	no	no	NOUN
cana-3666	64	14	.	.	PUNCT
cana-3666	65	1	8s	8s	PROPN
cana-3666	65	2	(	(	PUNCT
cana-3666	65	3	2025	2025	NUM
cana-3666	65	4	)	)	PUNCT
cana-3666	65	5	236	236	NUM
cana-3666	65	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3666	65	7	3.3	3.3	NUM
cana-3666	65	8	comparative	comparative	ADJ
cana-3666	65	9	analysis	analysis	NOUN
cana-3666	65	10	:	:	PUNCT
cana-3666	65	11	in	in	ADP
cana-3666	65	12	this	this	DET
cana-3666	65	13	section	section	NOUN
cana-3666	65	14	,	,	PUNCT
cana-3666	65	15	ann	ann	PROPN
cana-3666	65	16	and	and	CCONJ
cana-3666	65	17	rsm	rsm	PROPN
cana-3666	65	18	results	result	NOUN
cana-3666	65	19	were	be	AUX
cana-3666	65	20	compared	compare	VERB
cana-3666	65	21	with	with	ADP
cana-3666	65	22	experimental	experimental	ADJ
cana-3666	65	23	results	result	NOUN
cana-3666	65	24	.	.	PUNCT
cana-3666	66	1	comparison	comparison	NOUN
cana-3666	66	2	was	be	AUX
cana-3666	66	3	made	make	VERB
cana-3666	66	4	in	in	ADP
cana-3666	66	5	two	two	NUM
cana-3666	66	6	separate	separate	ADJ
cana-3666	66	7	phases	phase	NOUN
cana-3666	66	8	:	:	PUNCT
cana-3666	66	9	in	in	ADP
cana-3666	66	10	first	first	ADJ
cana-3666	66	11	phase	phase	NOUN
cana-3666	66	12	,	,	PUNCT
cana-3666	66	13	ann	ann	PROPN
cana-3666	66	14	and	and	CCONJ
cana-3666	66	15	rsm	rsm	PROPN
cana-3666	66	16	results	result	NOUN
cana-3666	66	17	were	be	AUX
cana-3666	66	18	compared	compare	VERB
cana-3666	66	19	with	with	ADP
cana-3666	66	20	experimental	experimental	ADJ
cana-3666	66	21	results	result	NOUN
cana-3666	66	22	for	for	ADP
cana-3666	66	23	the	the	DET
cana-3666	66	24	complete	complete	ADJ
cana-3666	66	25	data	datum	NOUN
cana-3666	66	26	set	set	VERB
cana-3666	66	27	as	as	SCONJ
cana-3666	66	28	shown	show	VERB
cana-3666	66	29	in	in	ADP
cana-3666	66	30	figure	figure	NOUN
cana-3666	66	31	(	(	PUNCT
cana-3666	66	32	3	3	NUM
cana-3666	66	33	-	-	SYM
cana-3666	66	34	4	4	NUM
cana-3666	66	35	)	)	PUNCT
cana-3666	66	36	.	.	PUNCT
cana-3666	67	1	in	in	ADP
cana-3666	67	2	second	second	ADJ
cana-3666	67	3	phase	phase	NOUN
cana-3666	67	4	,	,	PUNCT
cana-3666	67	5	a	a	DET
cana-3666	67	6	comparison	comparison	NOUN
cana-3666	67	7	of	of	ADP
cana-3666	67	8	ann	ann	PROPN
cana-3666	67	9	and	and	CCONJ
cana-3666	67	10	rsm	rsm	PROPN
cana-3666	67	11	model	model	NOUN
cana-3666	67	12	results	result	NOUN
cana-3666	67	13	was	be	AUX
cana-3666	67	14	made	make	VERB
cana-3666	67	15	based	base	VERB
cana-3666	67	16	on	on	ADP
cana-3666	67	17	rmse	rmse	PROPN
cana-3666	67	18	,	,	PUNCT
cana-3666	67	19	mape	mape	NOUN
cana-3666	67	20	&	&	CCONJ
cana-3666	67	21	r2	r2	PROPN
cana-3666	67	22	to	to	PART
cana-3666	67	23	find	find	VERB
cana-3666	67	24	the	the	DET
cana-3666	67	25	most	most	ADV
cana-3666	67	26	accurate	accurate	ADJ
cana-3666	67	27	model	model	NOUN
cana-3666	67	28	(	(	PUNCT
cana-3666	67	29	figure	figure	NOUN
cana-3666	67	30	5	5	NUM
cana-3666	67	31	)	)	PUNCT
cana-3666	67	32	.	.	PUNCT
cana-3666	68	1	figure	figure	NOUN
cana-3666	68	2	3&4	3&4	ADV
cana-3666	68	3	shows	show	VERB
cana-3666	68	4	the	the	DET
cana-3666	68	5	comparative	comparative	ADJ
cana-3666	68	6	illustration	illustration	NOUN
cana-3666	68	7	of	of	ADP
cana-3666	68	8	experimental	experimental	ADJ
cana-3666	68	9	,	,	PUNCT
cana-3666	68	10	ann	ann	PROPN
cana-3666	68	11	&	&	CCONJ
cana-3666	68	12	rsm	rsm	PROPN
cana-3666	68	13	values	value	NOUN
cana-3666	68	14	for	for	ADP
cana-3666	68	15	yield	yield	NOUN
cana-3666	68	16	and	and	CCONJ
cana-3666	68	17	kinematic	kinematic	ADJ
cana-3666	68	18	viscosity	viscosity	NOUN
cana-3666	68	19	,	,	PUNCT
cana-3666	68	20	respectively	respectively	ADV
cana-3666	68	21	.	.	PUNCT
cana-3666	69	1	the	the	DET
cana-3666	69	2	data	data	NOUN
cana-3666	69	3	shows	show	VERB
cana-3666	69	4	that	that	SCONJ
cana-3666	69	5	the	the	DET
cana-3666	69	6	values	value	NOUN
cana-3666	69	7	predicted	predict	VERB
cana-3666	69	8	by	by	ADP
cana-3666	69	9	the	the	DET
cana-3666	69	10	ann	ann	PROPN
cana-3666	69	11	closely	closely	ADV
cana-3666	69	12	match	match	VERB
cana-3666	69	13	the	the	DET
cana-3666	69	14	experimental	experimental	ADJ
cana-3666	69	15	results	result	NOUN
cana-3666	69	16	.	.	PUNCT
cana-3666	70	1	metrics	metric	NOUN
cana-3666	70	2	for	for	ADP
cana-3666	70	3	biodiesel	biodiesel	NOUN
cana-3666	70	4	yield	yield	NOUN
cana-3666	70	5	and	and	CCONJ
cana-3666	70	6	kinematic	kinematic	ADJ
cana-3666	70	7	viscosity	viscosity	NOUN
cana-3666	70	8	supports	support	VERB
cana-3666	70	9	this	this	PRON
cana-3666	70	10	.	.	PUNCT
cana-3666	71	1	predictions	prediction	NOUN
cana-3666	71	2	were	be	AUX
cana-3666	71	3	also	also	ADV
cana-3666	71	4	compared	compare	VERB
cana-3666	71	5	with	with	ADP
cana-3666	71	6	experimental	experimental	ADJ
cana-3666	71	7	results	result	NOUN
cana-3666	71	8	and	and	CCONJ
cana-3666	71	9	rsm	rsm	PROPN
cana-3666	71	10	.	.	PUNCT
cana-3666	72	1	(	(	PUNCT
cana-3666	72	2	fig3	fig3	PROPN
cana-3666	72	3	)	)	PUNCT
cana-3666	72	4	.	.	PUNCT
cana-3666	73	1	figure	figure	VERB
cana-3666	73	2	3	3	NUM
cana-3666	73	3	comparative	comparative	ADJ
cana-3666	73	4	chart	chart	NOUN
cana-3666	73	5	of	of	ADP
cana-3666	73	6	experimental	experimental	ADJ
cana-3666	73	7	,	,	PUNCT
cana-3666	73	8	ann	ann	PROPN
cana-3666	73	9	&	&	CCONJ
cana-3666	73	10	rsm	rsm	PROPN
cana-3666	73	11	yield	yield	VERB
cana-3666	73	12	values	value	NOUN
cana-3666	73	13	for	for	ADP
cana-3666	73	14	testing	test	VERB
cana-3666	73	15	data	datum	NOUN
cana-3666	73	16	figure	figure	VERB
cana-3666	73	17	4	4	NUM
cana-3666	73	18	comparative	comparative	ADJ
cana-3666	73	19	chart	chart	NOUN
cana-3666	73	20	of	of	ADP
cana-3666	73	21	experimental	experimental	ADJ
cana-3666	73	22	,	,	PUNCT
cana-3666	73	23	ann	ann	PROPN
cana-3666	73	24	&	&	CCONJ
cana-3666	73	25	rsm	rsm	PROPN
cana-3666	73	26	kinematic	kinematic	PROPN
cana-3666	73	27	viscosity	viscosity	NOUN
cana-3666	73	28	values	value	NOUN
cana-3666	73	29	for	for	ADP
cana-3666	73	30	testing	testing	NOUN
cana-3666	73	31	data	datum	NOUN
cana-3666	73	32	the	the	DET
cana-3666	73	33	figure	figure	NOUN
cana-3666	73	34	4	4	NUM
cana-3666	73	35	compares	compare	VERB
cana-3666	73	36	experimental	experimental	ADJ
cana-3666	73	37	data	datum	NOUN
cana-3666	73	38	with	with	ADP
cana-3666	73	39	predictions	prediction	NOUN
cana-3666	73	40	from	from	ADP
cana-3666	73	41	an	an	DET
cana-3666	73	42	artificial	artificial	ADJ
cana-3666	73	43	neural	neural	ADJ
cana-3666	73	44	network	network	NOUN
cana-3666	73	45	(	(	PUNCT
cana-3666	73	46	ann	ann	PROPN
cana-3666	73	47	)	)	PUNCT
cana-3666	73	48	and	and	CCONJ
cana-3666	73	49	a	a	DET
cana-3666	73	50	response	response	NOUN
cana-3666	73	51	surface	surface	NOUN
cana-3666	73	52	methodology	methodology	NOUN
cana-3666	73	53	(	(	PUNCT
cana-3666	73	54	rsm	rsm	NOUN
cana-3666	73	55	)	)	PUNCT
cana-3666	73	56	model	model	NOUN
cana-3666	73	57	for	for	ADP
cana-3666	73	58	the	the	DET
cana-3666	73	59	kinematic	kinematic	ADJ
cana-3666	73	60	viscosity	viscosity	NOUN
cana-3666	73	61	and	and	CCONJ
cana-3666	73	62	yield	yield	NOUN
cana-3666	73	63	of	of	ADP
cana-3666	73	64	biodiesel	biodiesel	NOUN
cana-3666	73	65	.	.	PUNCT
cana-3666	74	1	it	it	PRON
cana-3666	74	2	presents	present	VERB
cana-3666	74	3	forty	forty	NUM
cana-3666	74	4	-	-	PUNCT
cana-3666	74	5	six	six	NUM
cana-3666	74	6	data	datum	NOUN
cana-3666	74	7	points	point	NOUN
cana-3666	74	8	,	,	PUNCT
cana-3666	74	9	with	with	ADP
cana-3666	74	10	the	the	DET
cana-3666	74	11	experimental	experimental	ADJ
cana-3666	74	12	results	result	NOUN
cana-3666	74	13	shown	show	VERB
cana-3666	74	14	as	as	ADP
cana-3666	74	15	a	a	DET
cana-3666	74	16	green	green	ADJ
cana-3666	74	17	line	line	NOUN
cana-3666	74	18	,	,	PUNCT
cana-3666	74	19	ann	ann	PROPN
cana-3666	74	20	predictions	prediction	NOUN
cana-3666	74	21	in	in	ADP
cana-3666	74	22	blue	blue	ADJ
cana-3666	74	23	,	,	PUNCT
cana-3666	74	24	and	and	CCONJ
cana-3666	74	25	rsm	rsm	NOUN
cana-3666	74	26	predictions	prediction	NOUN
cana-3666	74	27	in	in	ADP
cana-3666	74	28	yellow	yellow	ADJ
cana-3666	74	29	.	.	PUNCT
cana-3666	75	1	1	1	NUM
cana-3666	75	2	2	2	NUM
cana-3666	75	3	3	3	NUM
cana-3666	75	4	4	4	NUM
cana-3666	75	5	5	5	NUM
cana-3666	75	6	6	6	NUM
cana-3666	75	7	exp	exp	NOUN
cana-3666	75	8	.	.	PUNCT
cana-3666	76	1	86.75	86.75	NUM
cana-3666	76	2	96.65	96.65	NUM
cana-3666	76	3	93.01	93.01	NUM
cana-3666	76	4	92.97	92.97	NUM
cana-3666	76	5	90.52	90.52	NUM
cana-3666	76	6	84.73	84.73	NUM
cana-3666	76	7	ann	ann	PROPN
cana-3666	76	8	86.8595	86.8595	NUM
cana-3666	76	9	96.4852	96.4852	NUM
cana-3666	76	10	93.0258	93.0258	NUM
cana-3666	76	11	92.6898	92.6898	NUM
cana-3666	76	12	90.2568	90.2568	NUM
cana-3666	76	13	84.6405	84.6405	NUM
cana-3666	76	14	rsm	rsm	PROPN
cana-3666	76	15	87.627912	87.627912	NUM
cana-3666	76	16	96.493522	96.493522	NUM
cana-3666	76	17	92.337222	92.337222	NUM
cana-3666	76	18	92.850712	92.850712	NUM
cana-3666	76	19	90.473212	90.473212	NUM
cana-3666	76	20	84.581417	84.581417	NUM
cana-3666	76	21	80	80	NUM
cana-3666	76	22	85	85	NUM
cana-3666	76	23	90	90	NUM
cana-3666	76	24	95	95	NUM
cana-3666	76	25	100	100	NUM
cana-3666	76	26	exp	exp	NOUN
cana-3666	76	27	.	.	PUNCT
cana-3666	77	1	ann	ann	PROPN
cana-3666	77	2	rsm	rsm	PROPN
cana-3666	77	3	1	1	NUM
cana-3666	77	4	2	2	NUM
cana-3666	77	5	3	3	NUM
cana-3666	77	6	4	4	NUM
cana-3666	77	7	5	5	NUM
cana-3666	77	8	6	6	NUM
cana-3666	77	9	exp	exp	NOUN
cana-3666	77	10	8.01	8.01	NUM
cana-3666	77	11	6.3	6.3	NUM
cana-3666	77	12	7.67	7.67	NUM
cana-3666	77	13	6.61	6.61	NUM
cana-3666	77	14	7.24	7.24	NUM
cana-3666	77	15	7.03	7.03	NUM
cana-3666	77	16	ann	ann	PROPN
cana-3666	77	17	7.92	7.92	NUM
cana-3666	77	18	6.29	6.29	NUM
cana-3666	77	19	7.61	7.61	NUM
cana-3666	77	20	6.57	6.57	NUM
cana-3666	77	21	7.29	7.29	NUM
cana-3666	77	22	6.96	6.96	NUM
cana-3666	77	23	rsm	rsm	NOUN
cana-3666	77	24	7.79	7.79	NUM
cana-3666	77	25	6.3	6.3	NUM
cana-3666	77	26	7.76	7.76	NUM
cana-3666	77	27	6.56	6.56	NUM
cana-3666	77	28	7.37	7.37	NUM
cana-3666	77	29	6.91	6.91	NUM
cana-3666	77	30	6	6	NUM
cana-3666	77	31	6.5	6.5	NUM
cana-3666	77	32	7	7	NUM
cana-3666	77	33	7.5	7.5	NUM
cana-3666	77	34	8	8	NUM
cana-3666	77	35	8.5	8.5	NUM
cana-3666	77	36	exp	exp	NOUN
cana-3666	77	37	ann	ann	PROPN
cana-3666	77	38	rsm	rsm	PROPN
cana-3666	77	39	communications	communication	NOUN
cana-3666	77	40	on	on	ADP
cana-3666	77	41	applied	apply	VERB
cana-3666	77	42	nonlinear	nonlinear	ADJ
cana-3666	77	43	analysis	analysis	NOUN
cana-3666	77	44	issn	issn	NOUN
cana-3666	77	45	:	:	PUNCT
cana-3666	77	46	1074	1074	NUM
cana-3666	77	47	-	-	PUNCT
cana-3666	77	48	133x	133x	NUM
cana-3666	77	49	vol	vol	NOUN
cana-3666	77	50	32	32	NUM
cana-3666	77	51	no	no	NOUN
cana-3666	77	52	.	.	PUNCT
cana-3666	78	1	8s	8s	PROPN
cana-3666	78	2	(	(	PUNCT
cana-3666	78	3	2025	2025	NUM
cana-3666	78	4	)	)	PUNCT
cana-3666	78	5	237	237	NUM
cana-3666	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3666	79	1	the	the	DET
cana-3666	79	2	experimental	experimental	ADJ
cana-3666	79	3	data	datum	NOUN
cana-3666	79	4	serve	serve	VERB
cana-3666	79	5	as	as	ADP
cana-3666	79	6	a	a	DET
cana-3666	79	7	reference	reference	NOUN
cana-3666	79	8	,	,	PUNCT
cana-3666	79	9	and	and	CCONJ
cana-3666	79	10	error	error	NOUN
cana-3666	79	11	bars	bar	NOUN
cana-3666	79	12	indicate	indicate	VERB
cana-3666	79	13	measurement	measurement	NOUN
cana-3666	79	14	uncertainty	uncertainty	NOUN
cana-3666	79	15	.	.	PUNCT
cana-3666	80	1	both	both	CCONJ
cana-3666	80	2	ann	ann	PROPN
cana-3666	80	3	and	and	CCONJ
cana-3666	80	4	rsm	rsm	PROPN
cana-3666	80	5	models	model	NOUN
cana-3666	80	6	closely	closely	ADV
cana-3666	80	7	track	track	VERB
cana-3666	80	8	the	the	DET
cana-3666	80	9	experimental	experimental	ADJ
cana-3666	80	10	results	result	NOUN
cana-3666	80	11	and	and	CCONJ
cana-3666	80	12	demonstrate	demonstrate	VERB
cana-3666	80	13	their	their	PRON
cana-3666	80	14	effectiveness	effectiveness	NOUN
cana-3666	80	15	in	in	ADP
cana-3666	80	16	capturing	capture	VERB
cana-3666	80	17	the	the	DET
cana-3666	80	18	non	non	ADJ
cana-3666	80	19	-	-	ADJ
cana-3666	80	20	linear	linear	ADJ
cana-3666	80	21	trend	trend	NOUN
cana-3666	80	22	.	.	PUNCT
cana-3666	81	1	the	the	DET
cana-3666	81	2	slight	slight	ADJ
cana-3666	81	3	deviations	deviation	NOUN
cana-3666	81	4	between	between	ADP
cana-3666	81	5	the	the	DET
cana-3666	81	6	models	model	NOUN
cana-3666	81	7	and	and	CCONJ
cana-3666	81	8	experimental	experimental	ADJ
cana-3666	81	9	data	datum	NOUN
cana-3666	81	10	indicate	indicate	VERB
cana-3666	81	11	minimal	minimal	ADJ
cana-3666	81	12	discrepancies	discrepancy	NOUN
cana-3666	81	13	,	,	PUNCT
cana-3666	81	14	with	with	ADP
cana-3666	81	15	the	the	DET
cana-3666	81	16	ann	ann	PROPN
cana-3666	81	17	model	model	NOUN
cana-3666	81	18	consistently	consistently	ADV
cana-3666	81	19	aligning	align	VERB
cana-3666	81	20	more	more	ADV
cana-3666	81	21	closely	closely	ADV
cana-3666	81	22	to	to	ADP
cana-3666	81	23	experimental	experimental	ADJ
cana-3666	81	24	values	value	NOUN
cana-3666	81	25	than	than	ADP
cana-3666	81	26	the	the	DET
cana-3666	81	27	rsm	rsm	PROPN
cana-3666	81	28	model	model	NOUN
cana-3666	81	29	.	.	PUNCT
cana-3666	82	1	this	this	PRON
cana-3666	82	2	suggests	suggest	VERB
cana-3666	82	3	that	that	SCONJ
cana-3666	82	4	the	the	DET
cana-3666	82	5	ann	ann	PROPN
cana-3666	82	6	model	model	NOUN
cana-3666	82	7	better	well	ADV
cana-3666	82	8	handles	handle	VERB
cana-3666	82	9	the	the	DET
cana-3666	82	10	complexities	complexity	NOUN
cana-3666	82	11	of	of	ADP
cana-3666	82	12	predicting	predict	VERB
cana-3666	82	13	biodiesel	biodiesel	NOUN
cana-3666	82	14	yield	yield	NOUN
cana-3666	82	15	and	and	CCONJ
cana-3666	82	16	kinematic	kinematic	ADJ
cana-3666	82	17	viscosity	viscosity	NOUN
cana-3666	82	18	.	.	PUNCT
cana-3666	83	1	this	this	DET
cana-3666	83	2	comparison	comparison	NOUN
cana-3666	83	3	underscores	underscore	VERB
cana-3666	83	4	the	the	DET
cana-3666	83	5	ann	ann	PROPN
cana-3666	83	6	model	model	NOUN
cana-3666	83	7	’s	’s	PART
cana-3666	83	8	suitability	suitability	NOUN
cana-3666	83	9	for	for	ADP
cana-3666	83	10	capturing	capture	VERB
cana-3666	83	11	complex	complex	ADJ
cana-3666	83	12	non	non	ADJ
cana-3666	83	13	-	-	ADJ
cana-3666	83	14	linear	linear	ADJ
cana-3666	83	15	relationships	relationship	NOUN
cana-3666	83	16	.	.	PUNCT
cana-3666	84	1	meanwhile	meanwhile	ADV
cana-3666	84	2	,	,	PUNCT
cana-3666	84	3	the	the	DET
cana-3666	84	4	rsm	rsm	PROPN
cana-3666	84	5	model	model	NOUN
cana-3666	84	6	also	also	ADV
cana-3666	84	7	performs	perform	VERB
cana-3666	84	8	satisfactorily	satisfactorily	ADV
cana-3666	84	9	,	,	PUNCT
cana-3666	84	10	but	but	CCONJ
cana-3666	84	11	its	its	PRON
cana-3666	84	12	predictive	predictive	ADJ
cana-3666	84	13	accuracy	accuracy	NOUN
cana-3666	84	14	slightly	slightly	ADV
cana-3666	84	15	lags	lag	NOUN
cana-3666	84	16	compared	compare	VERB
cana-3666	84	17	to	to	ADP
cana-3666	84	18	the	the	DET
cana-3666	84	19	ann	ann	PROPN
cana-3666	84	20	model	model	NOUN
cana-3666	84	21	,	,	PUNCT
cana-3666	84	22	particularly	particularly	ADV
cana-3666	84	23	in	in	ADP
cana-3666	84	24	regions	region	NOUN
cana-3666	84	25	with	with	ADP
cana-3666	84	26	higher	high	ADJ
cana-3666	84	27	variance	variance	NOUN
cana-3666	84	28	.	.	PUNCT
cana-3666	85	1	figure5	figure5	ADJ
cana-3666	85	2	:	:	PUNCT
cana-3666	86	1	r2	r2	NOUN
cana-3666	86	2	,	,	PUNCT
cana-3666	86	3	mape	mape	NOUN
cana-3666	86	4	&	&	CCONJ
cana-3666	86	5	rmse	rmse	PROPN
cana-3666	86	6	comparison	comparison	NOUN
cana-3666	86	7	for	for	ADP
cana-3666	86	8	ann	ann	PROPN
cana-3666	86	9	&	&	CCONJ
cana-3666	86	10	rsm	rsm	PROPN
cana-3666	86	11	the	the	DET
cana-3666	86	12	graph	graph	NOUN
cana-3666	86	13	shows	show	VERB
cana-3666	86	14	that	that	SCONJ
cana-3666	86	15	the	the	DET
cana-3666	86	16	ann	ann	PROPN
cana-3666	86	17	significantly	significantly	ADV
cana-3666	86	18	outperforms	outperform	VERB
cana-3666	86	19	the	the	DET
cana-3666	86	20	rsm	rsm	PROPN
cana-3666	86	21	.	.	PUNCT
cana-3666	87	1	the	the	DET
cana-3666	87	2	ann	ann	PROPN
cana-3666	87	3	's	's	PART
cana-3666	87	4	root	root	NOUN
cana-3666	87	5	mean	mean	VERB
cana-3666	87	6	square	square	ADJ
cana-3666	87	7	error	error	NOUN
cana-3666	87	8	(	(	PUNCT
cana-3666	87	9	rmse	rmse	NOUN
cana-3666	87	10	)	)	PUNCT
cana-3666	87	11	for	for	ADP
cana-3666	87	12	yield	yield	NOUN
cana-3666	87	13	is	be	AUX
cana-3666	87	14	0.30	0.30	NUM
cana-3666	87	15	,	,	PUNCT
cana-3666	87	16	47	47	NUM
cana-3666	87	17	%	%	NOUN
cana-3666	87	18	lower	low	ADJ
cana-3666	87	19	than	than	ADP
cana-3666	87	20	the	the	DET
cana-3666	87	21	rsm	rsm	PROPN
cana-3666	87	22	's	's	PART
cana-3666	87	23	0.57	0.57	NUM
cana-3666	87	24	.	.	PUNCT
cana-3666	88	1	the	the	DET
cana-3666	88	2	ann	ann	PROPN
cana-3666	88	3	's	's	PART
cana-3666	88	4	mean	mean	ADJ
cana-3666	88	5	absolute	absolute	ADJ
cana-3666	88	6	percentage	percentage	NOUN
cana-3666	88	7	error	error	NOUN
cana-3666	88	8	(	(	PUNCT
cana-3666	88	9	mape	mape	NOUN
cana-3666	88	10	)	)	PUNCT
cana-3666	88	11	for	for	ADP
cana-3666	88	12	viscosity	viscosity	NOUN
cana-3666	88	13	is	be	AUX
cana-3666	88	14	0.09	0.09	NUM
cana-3666	88	15	,	,	PUNCT
cana-3666	88	16	95	95	NUM
cana-3666	88	17	%	%	NOUN
cana-3666	88	18	lower	low	ADJ
cana-3666	88	19	than	than	ADP
cana-3666	88	20	the	the	DET
cana-3666	88	21	rsm	rsm	NOUN
cana-3666	88	22	's	's	PART
cana-3666	88	23	1.95	1.95	NUM
cana-3666	88	24	.	.	PUNCT
cana-3666	89	1	additionally	additionally	ADV
cana-3666	89	2	,	,	PUNCT
cana-3666	89	3	the	the	DET
cana-3666	89	4	ann	ann	PROPN
cana-3666	89	5	achieves	achieve	VERB
cana-3666	89	6	higher	high	ADJ
cana-3666	89	7	r²	r²	NOUN
cana-3666	89	8	values	value	NOUN
cana-3666	89	9	for	for	ADP
cana-3666	89	10	yield	yield	NOUN
cana-3666	89	11	(	(	PUNCT
cana-3666	89	12	0.99	0.99	NUM
cana-3666	89	13	vs.	vs.	ADP
cana-3666	89	14	0.97	0.97	NUM
cana-3666	89	15	)	)	PUNCT
cana-3666	89	16	and	and	CCONJ
cana-3666	89	17	viscosity	viscosity	NOUN
cana-3666	89	18	(	(	PUNCT
cana-3666	89	19	0.98	0.98	NUM
cana-3666	89	20	vs.	vs.	ADP
cana-3666	89	21	0.94	0.94	NUM
cana-3666	89	22	)	)	PUNCT
cana-3666	89	23	,	,	PUNCT
cana-3666	89	24	indicating	indicate	VERB
cana-3666	89	25	superior	superior	ADJ
cana-3666	89	26	predictive	predictive	ADJ
cana-3666	89	27	accuracy	accuracy	NOUN
cana-3666	89	28	.	.	PUNCT
cana-3666	90	1	4	4	X
cana-3666	90	2	.	.	X
cana-3666	90	3	conclusion	conclusion	NOUN
cana-3666	90	4	the	the	DET
cana-3666	90	5	study	study	NOUN
cana-3666	90	6	demonstrates	demonstrate	VERB
cana-3666	90	7	that	that	SCONJ
cana-3666	90	8	implementing	implement	VERB
cana-3666	90	9	response	response	NOUN
cana-3666	90	10	surface	surface	NOUN
cana-3666	90	11	methodology	methodology	NOUN
cana-3666	90	12	and	and	CCONJ
cana-3666	90	13	an	an	DET
cana-3666	90	14	artificial	artificial	ADJ
cana-3666	90	15	neural	neural	ADJ
cana-3666	90	16	network	network	NOUN
cana-3666	90	17	approach	approach	NOUN
cana-3666	90	18	can	can	AUX
cana-3666	90	19	significantly	significantly	ADV
cana-3666	90	20	reduce	reduce	VERB
cana-3666	90	21	experimental	experimental	ADJ
cana-3666	90	22	work	work	NOUN
cana-3666	90	23	in	in	ADP
cana-3666	90	24	finding	find	VERB
cana-3666	90	25	the	the	DET
cana-3666	90	26	combination	combination	NOUN
cana-3666	90	27	of	of	ADP
cana-3666	90	28	process	process	NOUN
cana-3666	90	29	parameters	parameter	NOUN
cana-3666	90	30	for	for	ADP
cana-3666	90	31	a	a	DET
cana-3666	90	32	desirable	desirable	ADJ
cana-3666	90	33	response	response	NOUN
cana-3666	90	34	.	.	PUNCT
cana-3666	91	1	the	the	DET
cana-3666	91	2	experimental	experimental	ADJ
cana-3666	91	3	and	and	CCONJ
cana-3666	91	4	predicted	predict	VERB
cana-3666	91	5	results	result	NOUN
cana-3666	91	6	can	can	AUX
cana-3666	91	7	be	be	AUX
cana-3666	91	8	summarized	summarize	VERB
cana-3666	91	9	as	as	SCONJ
cana-3666	91	10	follows	follow	VERB
cana-3666	91	11	:	:	PUNCT
cana-3666	91	12	0	0	NUM
cana-3666	91	13	.	.	NOUN
cana-3666	91	14	30	30	NUM
cana-3666	91	15	0	0	NUM
cana-3666	91	16	.	.	PUNCT
cana-3666	92	1	57	57	NUM
cana-3666	92	2	0	0	NUM
cana-3666	92	3	.	.	PUNCT
cana-3666	93	1	99	99	NUM
cana-3666	93	2	0	0	NUM
cana-3666	93	3	.	.	PUNCT
cana-3666	94	1	97	97	NUM
cana-3666	94	2	0	0	NUM
cana-3666	94	3	.	.	PUNCT
cana-3666	95	1	17	17	NUM
cana-3666	95	2	0	0	NUM
cana-3666	95	3	.	.	PUNCT
cana-3666	96	1	53	53	NUM
cana-3666	96	2	0	0	NUM
cana-3666	96	3	.	.	PUNCT
cana-3666	96	4	09	09	NUM
cana-3666	96	5	0	0	NUM
cana-3666	96	6	.	.	PUNCT
cana-3666	97	1	16	16	NUM
cana-3666	97	2	0	0	NUM
cana-3666	97	3	.	.	PUNCT
cana-3666	98	1	98	98	NUM
cana-3666	98	2	0	0	NUM
cana-3666	98	3	.	.	PUNCT
cana-3666	99	1	94	94	NUM
cana-3666	99	2	0	0	NUM
cana-3666	99	3	.	.	PUNCT
cana-3666	100	1	62	62	NUM
cana-3666	100	2	1	1	NUM
cana-3666	100	3	.	.	NUM
cana-3666	100	4	95	95	NUM
cana-3666	101	1	an	an	DET
cana-3666	101	2	n	n	NOUN
cana-3666	101	3	r	r	NOUN
cana-3666	101	4	sm	sm	PROPN
cana-3666	101	5	rmse	rmse	NOUN
cana-3666	101	6	yield	yield	NOUN
cana-3666	101	7	r2	r2	PROPN
cana-3666	101	8	yield	yield	NOUN
cana-3666	101	9	mape	mape	NOUN
cana-3666	101	10	yield	yield	NOUN
cana-3666	101	11	rmse	rmse	PROPN
cana-3666	101	12	kinematic	kinematic	ADJ
cana-3666	101	13	viscosity	viscosity	NOUN
cana-3666	101	14	r2	r2	PROPN
cana-3666	101	15	kinematic	kinematic	PROPN
cana-3666	101	16	viscosity	viscosity	NOUN
cana-3666	101	17	mape	mape	NOUN
cana-3666	101	18	kinematic	kinematic	ADJ
cana-3666	101	19	viscosity	viscosity	NOUN
cana-3666	101	20	communications	communication	NOUN
cana-3666	101	21	on	on	ADP
cana-3666	101	22	applied	apply	VERB
cana-3666	101	23	nonlinear	nonlinear	ADJ
cana-3666	101	24	analysis	analysis	NOUN
cana-3666	101	25	issn	issn	NOUN
cana-3666	101	26	:	:	PUNCT
cana-3666	101	27	1074	1074	NUM
cana-3666	101	28	-	-	PUNCT
cana-3666	101	29	133x	133x	NUM
cana-3666	101	30	vol	vol	NOUN
cana-3666	101	31	32	32	NUM
cana-3666	101	32	no	no	NOUN
cana-3666	101	33	.	.	PUNCT
cana-3666	102	1	8s	8s	PROPN
cana-3666	102	2	(	(	PUNCT
cana-3666	102	3	2025	2025	NUM
cana-3666	102	4	)	)	PUNCT
cana-3666	102	5	238	238	NUM
cana-3666	103	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3666	103	2	a	a	X
cana-3666	103	3	)	)	PUNCT
cana-3666	103	4	a	a	DET
cana-3666	103	5	maximum	maximum	ADJ
cana-3666	103	6	biodiesel	biodiesel	NOUN
cana-3666	103	7	yield	yield	NOUN
cana-3666	103	8	of	of	ADP
cana-3666	103	9	96.65	96.65	NUM
cana-3666	103	10	%	%	NOUN
cana-3666	103	11	and	and	CCONJ
cana-3666	103	12	a	a	DET
cana-3666	103	13	kinematic	kinematic	ADJ
cana-3666	103	14	viscosity	viscosity	NOUN
cana-3666	103	15	of	of	ADP
cana-3666	103	16	5.467cst	5.467cst	PROPN
cana-3666	103	17	were	be	AUX
cana-3666	103	18	observed	observe	VERB
cana-3666	103	19	for	for	ADP
cana-3666	103	20	an	an	DET
cana-3666	103	21	oil	oil	NOUN
cana-3666	103	22	-	-	PUNCT
cana-3666	103	23	to	to	ADP
cana-3666	103	24	-	-	PUNCT
cana-3666	103	25	alcohol	alcohol	NOUN
cana-3666	103	26	ratio	ratio	NOUN
cana-3666	103	27	(	(	PUNCT
cana-3666	103	28	wco	wco	X
cana-3666	103	29	molar	molar	ADJ
cana-3666	103	30	ratio	ratio	NOUN
cana-3666	103	31	)	)	PUNCT
cana-3666	103	32	of	of	ADP
cana-3666	103	33	9.99876:1	9.99876:1	NUM
cana-3666	103	34	mol	mol	PROPN
cana-3666	103	35	/	/	SYM
cana-3666	103	36	mol	mol	PROPN
cana-3666	103	37	,	,	PUNCT
cana-3666	103	38	a	a	DET
cana-3666	103	39	catalyst	catalyst	NOUN
cana-3666	103	40	dosage	dosage	NOUN
cana-3666	103	41	of	of	ADP
cana-3666	103	42	0.751004	0.751004	NUM
cana-3666	103	43	,	,	PUNCT
cana-3666	103	44	a	a	DET
cana-3666	103	45	reaction	reaction	NOUN
cana-3666	103	46	time	time	NOUN
cana-3666	103	47	of	of	ADP
cana-3666	103	48	68.7703	68.7703	NUM
cana-3666	103	49	,	,	PUNCT
cana-3666	103	50	a	a	DET
cana-3666	103	51	reaction	reaction	NOUN
cana-3666	103	52	temperature	temperature	NOUN
cana-3666	103	53	of	of	ADP
cana-3666	103	54	59.9689	59.9689	NUM
cana-3666	103	55	,	,	PUNCT
cana-3666	103	56	and	and	CCONJ
cana-3666	103	57	a	a	DET
cana-3666	103	58	methanol	methanol	NOUN
cana-3666	103	59	-	-	PUNCT
cana-3666	103	60	to	to	ADP
cana-3666	103	61	-	-	PUNCT
cana-3666	103	62	ethanol	ethanol	NOUN
cana-3666	103	63	ratio	ratio	NOUN
cana-3666	103	64	of	of	ADP
cana-3666	103	65	95.0148±	95.0148±	NUM
cana-3666	103	66	0.5	0.5	NUM
cana-3666	103	67	.	.	PUNCT
cana-3666	104	1	b	b	X
cana-3666	104	2	)	)	PUNCT
cana-3666	104	3	the	the	DET
cana-3666	104	4	levenberg	levenberg	PROPN
cana-3666	104	5	-	-	PUNCT
cana-3666	104	6	marquardt	marquardt	PROPN
cana-3666	104	7	algorithm	algorithm	PROPN
cana-3666	104	8	was	be	AUX
cana-3666	104	9	more	more	ADV
cana-3666	104	10	accurate	accurate	ADJ
cana-3666	104	11	,	,	PUNCT
cana-3666	104	12	and	and	CCONJ
cana-3666	104	13	the	the	DET
cana-3666	104	14	optimized	optimize	VERB
cana-3666	104	15	architecture	architecture	NOUN
cana-3666	104	16	and	and	CCONJ
cana-3666	104	17	hidden	hidden	ADJ
cana-3666	104	18	layers	layer	NOUN
cana-3666	104	19	were	be	AUX
cana-3666	104	20	(	(	PUNCT
cana-3666	104	21	5	5	NUM
cana-3666	104	22	-	-	SYM
cana-3666	104	23	10	10	NUM
cana-3666	104	24	-	-	PUNCT
cana-3666	104	25	2	2	NUM
cana-3666	104	26	)	)	PUNCT
cana-3666	104	27	and	and	CCONJ
cana-3666	104	28	10	10	NUM
cana-3666	104	29	,	,	PUNCT
cana-3666	104	30	respectively	respectively	ADV
cana-3666	104	31	.	.	PUNCT
cana-3666	105	1	c	c	X
cana-3666	105	2	)	)	PUNCT
cana-3666	105	3	finally	finally	ADV
cana-3666	105	4	,	,	PUNCT
cana-3666	105	5	the	the	DET
cana-3666	105	6	root	root	NOUN
cana-3666	105	7	mean	mean	VERB
cana-3666	105	8	square	square	ADJ
cana-3666	105	9	error	error	NOUN
cana-3666	105	10	for	for	ADP
cana-3666	105	11	yield	yield	NOUN
cana-3666	105	12	and	and	CCONJ
cana-3666	105	13	kinematic	kinematic	ADJ
cana-3666	105	14	viscosity	viscosity	NOUN
cana-3666	105	15	was	be	AUX
cana-3666	105	16	47	47	NUM
cana-3666	105	17	%	%	NOUN
cana-3666	105	18	and	and	CCONJ
cana-3666	105	19	43.75	43.75	NUM
cana-3666	105	20	%	%	NOUN
cana-3666	105	21	lower	low	ADJ
cana-3666	105	22	,	,	PUNCT
cana-3666	105	23	respectively	respectively	ADV
cana-3666	105	24	,	,	PUNCT
cana-3666	105	25	and	and	CCONJ
cana-3666	105	26	the	the	DET
cana-3666	105	27	value	value	NOUN
cana-3666	105	28	of	of	ADP
cana-3666	105	29	r2	r2	PROPN
cana-3666	105	30	for	for	ADP
cana-3666	105	31	yield	yield	NOUN
cana-3666	105	32	and	and	CCONJ
cana-3666	105	33	kinematic	kinematic	ADJ
cana-3666	105	34	viscosity	viscosity	NOUN
cana-3666	105	35	was	be	AUX
cana-3666	105	36	higher	high	ADJ
cana-3666	105	37	for	for	ADP
cana-3666	105	38	the	the	DET
cana-3666	105	39	artificial	artificial	ADJ
cana-3666	105	40	neural	neural	ADJ
cana-3666	105	41	network	network	NOUN
cana-3666	105	42	compared	compare	VERB
cana-3666	105	43	to	to	ADP
cana-3666	105	44	response	response	NOUN
cana-3666	105	45	surface	surface	NOUN
cana-3666	105	46	methodology	methodology	NOUN
cana-3666	105	47	.	.	PUNCT
cana-3666	106	1	these	these	DET
cana-3666	106	2	findings	finding	NOUN
cana-3666	106	3	suggest	suggest	VERB
cana-3666	106	4	that	that	SCONJ
cana-3666	106	5	the	the	DET
cana-3666	106	6	artificial	artificial	ADJ
cana-3666	106	7	neural	neural	ADJ
cana-3666	106	8	network	network	NOUN
cana-3666	106	9	-	-	PUNCT
cana-3666	106	10	developed	develop	VERB
cana-3666	106	11	model	model	NOUN
cana-3666	106	12	has	have	VERB
cana-3666	106	13	better	well	ADJ
cana-3666	106	14	capability	capability	NOUN
cana-3666	106	15	than	than	ADP
cana-3666	106	16	response	response	NOUN
cana-3666	106	17	surface	surface	NOUN
cana-3666	106	18	methodology	methodology	NOUN
cana-3666	106	19	in	in	ADP
cana-3666	106	20	predicting	predict	VERB
cana-3666	106	21	the	the	DET
cana-3666	106	22	response	response	NOUN
cana-3666	106	23	and	and	CCONJ
cana-3666	106	24	the	the	DET
cana-3666	106	25	effect	effect	NOUN
cana-3666	106	26	of	of	ADP
cana-3666	106	27	process	process	NOUN
cana-3666	106	28	parameters	parameter	NOUN
cana-3666	106	29	.	.	PUNCT
cana-3666	107	1	future	future	ADJ
cana-3666	107	2	research	research	NOUN
cana-3666	107	3	could	could	AUX
cana-3666	107	4	expand	expand	VERB
cana-3666	107	5	to	to	PART
cana-3666	107	6	develop	develop	VERB
cana-3666	107	7	a	a	DET
cana-3666	107	8	deep	deep	ADJ
cana-3666	107	9	learning	learning	NOUN
cana-3666	107	10	model	model	NOUN
cana-3666	107	11	that	that	PRON
cana-3666	107	12	can	can	AUX
cana-3666	107	13	predict	predict	VERB
cana-3666	107	14	it	it	PRON
cana-3666	107	15	more	more	ADV
cana-3666	107	16	accurately	accurately	ADV
cana-3666	107	17	.	.	PUNCT
cana-3666	108	1	hence	hence	ADV
cana-3666	108	2	,	,	PUNCT
cana-3666	108	3	this	this	DET
cana-3666	108	4	research	research	NOUN
cana-3666	108	5	concludes	conclude	VERB
cana-3666	108	6	that	that	SCONJ
cana-3666	108	7	the	the	DET
cana-3666	108	8	artificial	artificial	ADJ
cana-3666	108	9	neural	neural	ADJ
cana-3666	108	10	network	network	NOUN
cana-3666	108	11	could	could	AUX
cana-3666	108	12	be	be	AUX
cana-3666	108	13	a	a	DET
cana-3666	108	14	promising	promising	ADJ
cana-3666	108	15	technique	technique	NOUN
cana-3666	108	16	for	for	ADP
cana-3666	108	17	predicting	predict	VERB
cana-3666	108	18	biodiesel	biodiesel	NOUN
cana-3666	108	19	properties	property	NOUN
cana-3666	108	20	.	.	PUNCT
cana-3666	109	1	5	5	X
cana-3666	109	2	.	.	NUM
cana-3666	109	3	references	reference	NOUN
cana-3666	109	4	[	[	X
cana-3666	109	5	1	1	X
cana-3666	109	6	]	]	PUNCT
cana-3666	109	7	s.	s.	PROPN
cana-3666	109	8	rakesh	rakesh	PROPN
cana-3666	109	9	and	and	CCONJ
cana-3666	109	10	r.	r.	PROPN
cana-3666	109	11	s.	s.	PROPN
cana-3666	109	12	subramaniyam	subramaniyam	PROPN
cana-3666	109	13	,	,	PUNCT
cana-3666	109	14	“	"	PUNCT
cana-3666	109	15	an	an	DET
cana-3666	109	16	experimental	experimental	ADJ
cana-3666	109	17	investigation	investigation	NOUN
cana-3666	109	18	of	of	ADP
cana-3666	109	19	the	the	DET
cana-3666	109	20	performance	performance	NOUN
cana-3666	109	21	of	of	ADP
cana-3666	109	22	single	single	ADJ
cana-3666	109	23	cylinder	cylinder	NOUN
cana-3666	109	24	ci	ci	NOUN
cana-3666	109	25	engine	engine	NOUN
cana-3666	109	26	fueled	fuel	VERB
cana-3666	109	27	with	with	ADP
cana-3666	109	28	biodiesel	biodiesel	NOUN
cana-3666	109	29	and	and	CCONJ
cana-3666	109	30	hydrogen	hydrogen	NOUN
cana-3666	109	31	,	,	PUNCT
cana-3666	109	32	”	"	PUNCT
cana-3666	109	33	in	in	ADP
cana-3666	109	34	aip	aip	PROPN
cana-3666	109	35	conference	conference	NOUN
cana-3666	109	36	proceedings	proceeding	NOUN
cana-3666	109	37	,	,	PUNCT
cana-3666	109	38	american	american	PROPN
cana-3666	109	39	institute	institute	PROPN
cana-3666	109	40	of	of	ADP
cana-3666	109	41	physics	physics	PROPN
cana-3666	109	42	inc	inc	PROPN
cana-3666	109	43	.	.	PROPN
cana-3666	109	44	,	,	PUNCT
cana-3666	109	45	jul	jul	PROPN
cana-3666	109	46	.	.	PROPN
cana-3666	109	47	2019	2019	NUM
cana-3666	109	48	.	.	PUNCT
cana-3666	110	1	doi	doi	NOUN
cana-3666	110	2	:	:	PUNCT
cana-3666	110	3	10.1063/1.5117986	10.1063/1.5117986	NUM
cana-3666	110	4	.	.	PUNCT
cana-3666	111	1	[	[	X
cana-3666	111	2	2	2	X
cana-3666	111	3	]	]	PUNCT
cana-3666	111	4	k.	k.	PROPN
cana-3666	111	5	raj	raj	PROPN
cana-3666	111	6	bukkarapu	bukkarapu	PROPN
cana-3666	111	7	and	and	CCONJ
cana-3666	111	8	a.	a.	PROPN
cana-3666	111	9	krishnasamy	krishnasamy	PROPN
cana-3666	111	10	,	,	PUNCT
cana-3666	111	11	“	"	PUNCT
cana-3666	111	12	support	support	NOUN
cana-3666	111	13	vector	vector	NOUN
cana-3666	111	14	regression	regression	NOUN
cana-3666	111	15	approach	approach	NOUN
cana-3666	111	16	to	to	PART
cana-3666	111	17	optimize	optimize	VERB
cana-3666	111	18	the	the	DET
cana-3666	111	19	biodiesel	biodiesel	NOUN
cana-3666	111	20	composition	composition	NOUN
cana-3666	111	21	for	for	ADP
cana-3666	111	22	improved	improved	ADJ
cana-3666	111	23	engine	engine	NOUN
cana-3666	111	24	performance	performance	NOUN
cana-3666	111	25	and	and	CCONJ
cana-3666	111	26	lower	low	ADJ
cana-3666	111	27	exhaust	exhaust	NOUN
cana-3666	111	28	emissions	emission	NOUN
cana-3666	111	29	,	,	PUNCT
cana-3666	111	30	”	"	PUNCT
cana-3666	111	31	fuel	fuel	NOUN
cana-3666	111	32	,	,	PUNCT
cana-3666	111	33	vol	vol	NOUN
cana-3666	111	34	.	.	PROPN
cana-3666	111	35	348	348	NUM
cana-3666	111	36	,	,	PUNCT
cana-3666	111	37	p.	p.	NOUN
cana-3666	111	38	128604	128604	NUM
cana-3666	111	39	,	,	PUNCT
cana-3666	111	40	sep	sep	PROPN
cana-3666	111	41	.	.	PROPN
cana-3666	111	42	2023	2023	NUM
cana-3666	111	43	,	,	PUNCT
cana-3666	111	44	doi	doi	NOUN
cana-3666	111	45	:	:	PUNCT
cana-3666	111	46	10.1016	10.1016	NUM
cana-3666	111	47	/	/	SYM
cana-3666	111	48	j.fuel.2023.128604	j.fuel.2023.128604	PROPN
cana-3666	111	49	.	.	PUNCT
cana-3666	112	1	[	[	X
cana-3666	112	2	3	3	X
cana-3666	112	3	]	]	X
cana-3666	112	4	d.	d.	PROPN
cana-3666	112	5	singh	singh	PROPN
cana-3666	112	6	et	et	PROPN
cana-3666	112	7	al	al	PROPN
cana-3666	112	8	.	.	PROPN
cana-3666	112	9	,	,	PUNCT
cana-3666	112	10	“	"	PUNCT
cana-3666	112	11	a	a	DET
cana-3666	112	12	comprehensive	comprehensive	ADJ
cana-3666	112	13	review	review	NOUN
cana-3666	112	14	of	of	ADP
cana-3666	112	15	physicochemical	physicochemical	ADJ
cana-3666	112	16	properties	property	NOUN
cana-3666	112	17	,	,	PUNCT
cana-3666	112	18	production	production	NOUN
cana-3666	112	19	process	process	NOUN
cana-3666	112	20	,	,	PUNCT
cana-3666	112	21	performance	performance	NOUN
cana-3666	112	22	and	and	CCONJ
cana-3666	112	23	emissions	emission	NOUN
cana-3666	112	24	characteristics	characteristic	NOUN
cana-3666	112	25	of	of	ADP
cana-3666	112	26	2nd	2nd	ADJ
cana-3666	112	27	generation	generation	NOUN
cana-3666	112	28	biodiesel	biodiesel	NOUN
cana-3666	112	29	feedstock	feedstock	NOUN
cana-3666	112	30	:	:	PUNCT
cana-3666	112	31	jatropha	jatropha	NOUN
cana-3666	112	32	curcas	curca	NOUN
cana-3666	112	33	,	,	PUNCT
cana-3666	112	34	”	"	PUNCT
cana-3666	112	35	fuel	fuel	NOUN
cana-3666	112	36	,	,	PUNCT
cana-3666	112	37	vol	vol	NOUN
cana-3666	112	38	.	.	NOUN
cana-3666	112	39	285	285	NUM
cana-3666	112	40	,	,	PUNCT
cana-3666	112	41	p.	p.	NOUN
cana-3666	112	42	119110	119110	NUM
cana-3666	112	43	,	,	PUNCT
cana-3666	112	44	feb	feb	PROPN
cana-3666	112	45	.	.	PROPN
cana-3666	112	46	2021	2021	NUM
cana-3666	112	47	,	,	PUNCT
cana-3666	112	48	doi	doi	NOUN
cana-3666	112	49	:	:	PUNCT
cana-3666	112	50	10.1016	10.1016	NUM
cana-3666	112	51	/	/	SYM
cana-3666	112	52	j.fuel.2020.119110	j.fuel.2020.119110	NOUN
cana-3666	112	53	.	.	PUNCT
cana-3666	113	1	[	[	X
cana-3666	113	2	4	4	X
cana-3666	113	3	]	]	X
cana-3666	113	4	b.	b.	PROPN
cana-3666	113	5	maleki	maleki	NOUN
cana-3666	113	6	and	and	CCONJ
cana-3666	113	7	s.	s.	PROPN
cana-3666	113	8	s.	s.	PROPN
cana-3666	113	9	ashraf	ashraf	PROPN
cana-3666	113	10	talesh	talesh	ADJ
cana-3666	113	11	,	,	PUNCT
cana-3666	113	12	“	"	PUNCT
cana-3666	113	13	cold	cold	ADJ
cana-3666	113	14	flow	flow	NOUN
cana-3666	113	15	properties	property	NOUN
cana-3666	113	16	and	and	CCONJ
cana-3666	113	17	ci	ci	NOUN
cana-3666	113	18	engine	engine	NOUN
cana-3666	113	19	parameters	parameter	NOUN
cana-3666	113	20	synchronic	synchronic	ADJ
cana-3666	113	21	improvement	improvement	NOUN
cana-3666	113	22	of	of	ADP
cana-3666	113	23	biodiesel	biodiesel	NOUN
cana-3666	113	24	/	/	SYM
cana-3666	113	25	diesel/	diesel/	NUM
cana-3666	113	26	c3	c3	NOUN
cana-3666	113	27	and	and	CCONJ
cana-3666	113	28	c4	c4	NOUN
cana-3666	113	29	alcohol	alcohol	NOUN
cana-3666	113	30	blends	blend	NOUN
cana-3666	113	31	:	:	PUNCT
cana-3666	113	32	mixture	mixture	NOUN
cana-3666	113	33	design	design	NOUN
cana-3666	113	34	approach	approach	NOUN
cana-3666	113	35	,	,	PUNCT
cana-3666	113	36	”	"	PUNCT
cana-3666	113	37	process	process	NOUN
cana-3666	113	38	safety	safety	NOUN
cana-3666	113	39	and	and	CCONJ
cana-3666	113	40	environmental	environmental	ADJ
cana-3666	113	41	protection	protection	NOUN
cana-3666	113	42	,	,	PUNCT
cana-3666	113	43	vol	vol	NOUN
cana-3666	113	44	.	.	PROPN
cana-3666	113	45	160	160	NUM
cana-3666	113	46	,	,	PUNCT
cana-3666	113	47	pp	pp	ADJ
cana-3666	113	48	.	.	PUNCT
cana-3666	114	1	310–326	310–326	NUM
cana-3666	114	2	,	,	PUNCT
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cana-3666	114	4	.	.	PROPN
cana-3666	114	5	2022	2022	NUM
cana-3666	114	6	,	,	PUNCT
cana-3666	114	7	doi	doi	NOUN
cana-3666	114	8	:	:	PUNCT
cana-3666	114	9	10.1016	10.1016	NUM
cana-3666	114	10	/	/	SYM
cana-3666	114	11	j.psep.2022.02.026	j.psep.2022.02.026	PROPN
cana-3666	114	12	.	.	PUNCT
cana-3666	115	1	[	[	X
cana-3666	115	2	5	5	X
cana-3666	115	3	]	]	PUNCT
cana-3666	115	4	g.	g.	PROPN
cana-3666	115	5	m.	m.	PROPN
cana-3666	115	6	lionus	lionus	PROPN
cana-3666	115	7	leo	leo	PROPN
cana-3666	115	8	,	,	PUNCT
cana-3666	115	9	r.	r.	PROPN
cana-3666	115	10	jayabal	jayabal	PROPN
cana-3666	115	11	,	,	PUNCT
cana-3666	115	12	d.	d.	PROPN
cana-3666	115	13	srinivasan	srinivasan	PROPN
cana-3666	115	14	,	,	PUNCT
cana-3666	115	15	m.	m.	NOUN
cana-3666	115	16	chrispin	chrispin	NOUN
cana-3666	115	17	das	das	PROPN
cana-3666	115	18	,	,	PUNCT
cana-3666	115	19	m.	m.	NOUN
cana-3666	115	20	ganesh	ganesh	PROPN
cana-3666	115	21	,	,	PUNCT
cana-3666	115	22	and	and	CCONJ
cana-3666	115	23	t.	t.	PROPN
cana-3666	115	24	gavaskar	gavaskar	PROPN
cana-3666	115	25	,	,	PUNCT
cana-3666	115	26	“	"	PUNCT
cana-3666	115	27	predicting	predict	VERB
cana-3666	115	28	the	the	DET
cana-3666	115	29	performance	performance	NOUN
cana-3666	115	30	and	and	CCONJ
cana-3666	115	31	emissions	emission	NOUN
cana-3666	115	32	of	of	ADP
cana-3666	115	33	an	an	DET
cana-3666	115	34	hcci	hcci	NOUN
cana-3666	115	35	-	-	PUNCT
cana-3666	115	36	di	di	NOUN
cana-3666	115	37	engine	engine	NOUN
cana-3666	115	38	powered	power	VERB
cana-3666	115	39	by	by	ADP
cana-3666	115	40	waste	waste	NOUN
cana-3666	115	41	cooking	cooking	NOUN
cana-3666	115	42	oil	oil	NOUN
cana-3666	115	43	biodiesel	biodiesel	NOUN
cana-3666	115	44	with	with	ADP
cana-3666	115	45	al2o3	al2o3	PROPN
cana-3666	115	46	and	and	CCONJ
cana-3666	115	47	fecl3	fecl3	VERB
cana-3666	115	48	nano	nano	NOUN
cana-3666	115	49	additives	additive	NOUN
cana-3666	115	50	and	and	CCONJ
cana-3666	115	51	gasoline	gasoline	NOUN
cana-3666	115	52	injection	injection	NOUN
cana-3666	115	53	–	–	PUNCT
cana-3666	115	54	a	a	DET
cana-3666	115	55	random	random	ADJ
cana-3666	115	56	forest	forest	NOUN
cana-3666	115	57	machine	machine	NOUN
cana-3666	115	58	learning	learning	NOUN
cana-3666	115	59	approach	approach	NOUN
cana-3666	115	60	,	,	PUNCT
cana-3666	115	61	”	"	PUNCT
cana-3666	115	62	fuel	fuel	NOUN
cana-3666	115	63	,	,	PUNCT
cana-3666	115	64	vol	vol	NOUN
cana-3666	115	65	.	.	PROPN
cana-3666	115	66	357	357	NUM
cana-3666	115	67	,	,	PUNCT
cana-3666	115	68	p.	p.	NOUN
cana-3666	115	69	129914	129914	NUM
cana-3666	115	70	,	,	PUNCT
cana-3666	115	71	feb	feb	PROPN
cana-3666	115	72	.	.	PROPN
cana-3666	115	73	2024	2024	NUM
cana-3666	115	74	,	,	PUNCT
cana-3666	115	75	doi	doi	NOUN
cana-3666	115	76	:	:	PUNCT
cana-3666	115	77	10.1016	10.1016	NUM
cana-3666	115	78	/	/	SYM
cana-3666	115	79	j.fuel.2023.129914	j.fuel.2023.129914	PROPN
cana-3666	115	80	.	.	PUNCT
cana-3666	116	1	[	[	X
cana-3666	116	2	6	6	NUM
cana-3666	116	3	]	]	PUNCT
cana-3666	116	4	m.	m.	NOUN
cana-3666	116	5	i.	i.	PROPN
cana-3666	116	6	el	el	PROPN
cana-3666	116	7	-	-	PUNCT
cana-3666	116	8	galad	galad	PROPN
cana-3666	116	9	,	,	PUNCT
cana-3666	116	10	k.	k.	PROPN
cana-3666	116	11	m.	m.	PROPN
cana-3666	116	12	el	el	PROPN
cana-3666	116	13	-	-	PROPN
cana-3666	116	14	khatib	khatib	PROPN
cana-3666	116	15	,	,	PUNCT
cana-3666	116	16	and	and	CCONJ
cana-3666	116	17	f.	f.	PROPN
cana-3666	116	18	a.	a.	PROPN
cana-3666	116	19	zaher	zaher	PROPN
cana-3666	116	20	,	,	PUNCT
cana-3666	116	21	“	"	PUNCT
cana-3666	116	22	economic	economic	ADJ
cana-3666	116	23	feasibility	feasibility	NOUN
cana-3666	116	24	study	study	NOUN
cana-3666	116	25	of	of	ADP
cana-3666	116	26	biodiesel	biodiesel	NOUN
cana-3666	116	27	production	production	NOUN
cana-3666	116	28	by	by	ADP
cana-3666	116	29	direct	direct	ADJ
cana-3666	116	30	esterification	esterification	NOUN
cana-3666	116	31	of	of	ADP
cana-3666	116	32	fatty	fatty	ADJ
cana-3666	116	33	acids	acid	NOUN
cana-3666	116	34	from	from	ADP
cana-3666	116	35	the	the	DET
cana-3666	116	36	oil	oil	NOUN
cana-3666	116	37	and	and	CCONJ
cana-3666	116	38	soap	soap	NOUN
cana-3666	116	39	industrial	industrial	ADJ
cana-3666	116	40	sector	sector	NOUN
cana-3666	116	41	,	,	PUNCT
cana-3666	116	42	”	"	PUNCT
cana-3666	116	43	egyptian	egyptian	ADJ
cana-3666	116	44	journal	journal	NOUN
cana-3666	116	45	of	of	ADP
cana-3666	116	46	petroleum	petroleum	NOUN
cana-3666	116	47	,	,	PUNCT
cana-3666	116	48	vol	vol	NOUN
cana-3666	116	49	.	.	PROPN
cana-3666	116	50	24	24	NUM
cana-3666	116	51	,	,	PUNCT
cana-3666	116	52	no	no	INTJ
cana-3666	116	53	.	.	NOUN
cana-3666	116	54	4	4	NUM
cana-3666	116	55	,	,	PUNCT
cana-3666	116	56	pp	pp	ADJ
cana-3666	116	57	.	.	PUNCT
cana-3666	117	1	455–460	455–460	NUM
cana-3666	117	2	,	,	PUNCT
cana-3666	117	3	dec	dec	PROPN
cana-3666	117	4	.	.	PROPN
cana-3666	117	5	2015	2015	NUM
cana-3666	117	6	,	,	PUNCT
cana-3666	117	7	doi	doi	NOUN
cana-3666	117	8	:	:	PUNCT
cana-3666	117	9	10.1016	10.1016	NUM
cana-3666	117	10	/	/	SYM
cana-3666	117	11	j.ejpe.2015.06.002	j.ejpe.2015.06.002	NOUN
cana-3666	117	12	.	.	PUNCT
cana-3666	118	1	[	[	X
cana-3666	118	2	7	7	X
cana-3666	118	3	]	]	X
cana-3666	118	4	c.	c.	PROPN
cana-3666	118	5	a.	a.	PROPN
cana-3666	118	6	osagiede	osagiede	PROPN
cana-3666	118	7	and	and	CCONJ
cana-3666	118	8	f.	f.	PROPN
cana-3666	118	9	a.	a.	PROPN
cana-3666	118	10	aisien	aisien	PROPN
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cana-3666	118	12	“	"	PUNCT
cana-3666	118	13	biochar	biochar	NOUN
cana-3666	118	14	-	-	PUNCT
cana-3666	118	15	based	base	VERB
cana-3666	118	16	bi	bi	ADJ
cana-3666	118	17	-	-	ADJ
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cana-3666	118	19	catalyst	catalyst	NOUN
cana-3666	118	20	derived	derive	VERB
cana-3666	118	21	from	from	ADP
cana-3666	118	22	rubber	rubber	NOUN
cana-3666	118	23	seed	seed	NOUN
cana-3666	118	24	shell	shell	NOUN
cana-3666	118	25	and	and	CCONJ
cana-3666	118	26	eggshell	eggshell	NOUN
cana-3666	118	27	for	for	ADP
cana-3666	118	28	biodiesel	biodiesel	NOUN
cana-3666	118	29	production	production	NOUN
cana-3666	118	30	from	from	ADP
cana-3666	118	31	waste	waste	NOUN
cana-3666	118	32	cooking	cooking	NOUN
cana-3666	118	33	oil	oil	NOUN
cana-3666	118	34	,	,	PUNCT
cana-3666	118	35	”	"	PUNCT
cana-3666	118	36	fuel	fuel	NOUN
cana-3666	118	37	,	,	PUNCT
cana-3666	118	38	vol	vol	NOUN
cana-3666	118	39	.	.	PUNCT
cana-3666	118	40	358	358	NUM
cana-3666	118	41	,	,	PUNCT
cana-3666	118	42	p.	p.	NOUN
cana-3666	118	43	130076	130076	NUM
cana-3666	118	44	,	,	PUNCT
cana-3666	118	45	feb	feb	PROPN
cana-3666	118	46	.	.	PROPN
cana-3666	118	47	2024	2024	NUM
cana-3666	118	48	,	,	PUNCT
cana-3666	118	49	doi	doi	NOUN
cana-3666	118	50	:	:	PUNCT
cana-3666	118	51	10.1016	10.1016	NUM
cana-3666	118	52	/	/	SYM
cana-3666	118	53	j.fuel.2023.130076	j.fuel.2023.130076	NOUN
cana-3666	118	54	.	.	PUNCT
cana-3666	119	1	[	[	X
cana-3666	119	2	8	8	NUM
cana-3666	119	3	]	]	PUNCT
cana-3666	119	4	z.	z.	PROPN
cana-3666	119	5	hu	hu	PROPN
cana-3666	119	6	et	et	PROPN
cana-3666	119	7	al	al	PROPN
cana-3666	119	8	.	.	PROPN
cana-3666	119	9	,	,	PUNCT
cana-3666	119	10	“	"	PUNCT
cana-3666	119	11	waste	waste	VERB
cana-3666	119	12	cooking	cooking	NOUN
cana-3666	119	13	oil	oil	NOUN
cana-3666	119	14	biodiesel	biodiesel	NOUN
cana-3666	119	15	and	and	CCONJ
cana-3666	119	16	petroleum	petroleum	NOUN
cana-3666	119	17	diesel	diesel	NOUN
cana-3666	119	18	soot	soot	NOUN
cana-3666	119	19	from	from	ADP
cana-3666	119	20	diesel	diesel	NOUN
cana-3666	119	21	bus	bus	NOUN
cana-3666	119	22	:	:	PUNCT
cana-3666	119	23	a	a	DET
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cana-3666	119	25	of	of	ADP
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cana-3666	119	27	,	,	PUNCT
cana-3666	119	28	nanostructure	nanostructure	ADJ
cana-3666	119	29	,	,	PUNCT
cana-3666	119	30	functional	functional	ADJ
cana-3666	119	31	group	group	NOUN
cana-3666	119	32	composition	composition	NOUN
cana-3666	119	33	and	and	CCONJ
cana-3666	119	34	oxidation	oxidation	NOUN
cana-3666	119	35	reactivity	reactivity	NOUN
cana-3666	119	36	,	,	PUNCT
cana-3666	119	37	”	"	PUNCT
cana-3666	119	38	fuel	fuel	NOUN
cana-3666	119	39	,	,	PUNCT
cana-3666	119	40	vol	vol	NOUN
cana-3666	119	41	.	.	PROPN
cana-3666	119	42	321	321	NUM
cana-3666	119	43	,	,	PUNCT
cana-3666	119	44	p.	p.	NOUN
cana-3666	119	45	124019	124019	NUM
cana-3666	119	46	,	,	PUNCT
cana-3666	119	47	aug	aug	PROPN
cana-3666	119	48	.	.	PROPN
cana-3666	119	49	2022	2022	NUM
cana-3666	119	50	,	,	PUNCT
cana-3666	119	51	doi	doi	NOUN
cana-3666	119	52	:	:	PUNCT
cana-3666	119	53	10.1016	10.1016	NUM
cana-3666	119	54	/	/	SYM
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cana-3666	119	56	.	.	PUNCT
cana-3666	120	1	[	[	X
cana-3666	120	2	9	9	NUM
cana-3666	120	3	]	]	X
cana-3666	120	4	d.	d.	PROPN
cana-3666	120	5	singh	singh	PROPN
cana-3666	120	6	,	,	PUNCT
cana-3666	120	7	d.	d.	PROPN
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cana-3666	120	9	,	,	PUNCT
cana-3666	120	10	s.	s.	PROPN
cana-3666	120	11	l.	l.	PROPN
cana-3666	120	12	soni	soni	PROPN
cana-3666	120	13	,	,	PUNCT
cana-3666	120	14	s.	s.	PROPN
cana-3666	120	15	sharma	sharma	PROPN
cana-3666	120	16	,	,	PUNCT
cana-3666	120	17	p.	p.	PROPN
cana-3666	120	18	kumar	kumar	PROPN
cana-3666	120	19	sharma	sharma	PROPN
cana-3666	120	20	,	,	PUNCT
cana-3666	120	21	and	and	CCONJ
cana-3666	120	22	a.	a.	NOUN
cana-3666	120	23	jhalani	jhalani	PROPN
cana-3666	120	24	,	,	PUNCT
cana-3666	120	25	“	"	PUNCT
cana-3666	120	26	a	a	DET
cana-3666	120	27	review	review	NOUN
cana-3666	120	28	on	on	ADP
cana-3666	120	29	feedstocks	feedstock	NOUN
cana-3666	120	30	,	,	PUNCT
cana-3666	120	31	production	production	NOUN
cana-3666	120	32	processes	process	NOUN
cana-3666	120	33	,	,	PUNCT
cana-3666	120	34	and	and	CCONJ
cana-3666	120	35	yield	yield	VERB
cana-3666	120	36	for	for	ADP
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cana-3666	120	38	generations	generation	NOUN
cana-3666	120	39	of	of	ADP
cana-3666	120	40	biodiesel	biodiesel	NOUN
cana-3666	120	41	,	,	PUNCT
cana-3666	120	42	”	"	PUNCT
cana-3666	120	43	fuel	fuel	NOUN
cana-3666	120	44	,	,	PUNCT
cana-3666	120	45	vol	vol	NOUN
cana-3666	120	46	.	.	PROPN
cana-3666	120	47	262	262	NUM
cana-3666	120	48	,	,	PUNCT
cana-3666	120	49	p.	p.	NOUN
cana-3666	120	50	116553	116553	NUM
cana-3666	120	51	,	,	PUNCT
cana-3666	120	52	feb	feb	PROPN
cana-3666	120	53	.	.	PROPN
cana-3666	120	54	2020	2020	NUM
cana-3666	120	55	,	,	PUNCT
cana-3666	120	56	doi	doi	NOUN
cana-3666	120	57	:	:	PUNCT
cana-3666	120	58	10.1016	10.1016	NUM
cana-3666	120	59	/	/	SYM
cana-3666	120	60	j.fuel.2019.116553	j.fuel.2019.116553	PROPN
cana-3666	120	61	.	.	PUNCT
cana-3666	121	1	[	[	X
cana-3666	121	2	10	10	NUM
cana-3666	121	3	]	]	PUNCT
cana-3666	121	4	m.	m.	NOUN
cana-3666	121	5	mohadesi	mohadesi	PROPN
cana-3666	121	6	,	,	PUNCT
cana-3666	121	7	b.	b.	PROPN
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cana-3666	121	9	,	,	PUNCT
cana-3666	121	10	m.	m.	NOUN
cana-3666	121	11	maleki	maleki	NOUN
cana-3666	121	12	,	,	PUNCT
cana-3666	121	13	and	and	CCONJ
cana-3666	121	14	a.	a.	NOUN
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cana-3666	121	16	,	,	PUNCT
cana-3666	121	17	“	"	PUNCT
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cana-3666	121	20	of	of	ADP
cana-3666	121	21	koh	koh	PROPN
cana-3666	121	22	/	/	SYM
cana-3666	121	23	clinoptilolite	clinoptilolite	PROPN
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cana-3666	121	25	in	in	ADP
cana-3666	121	26	pilot	pilot	NOUN
cana-3666	121	27	of	of	ADP
cana-3666	121	28	microreactor	microreactor	NOUN
cana-3666	121	29	for	for	ADP
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cana-3666	121	31	production	production	NOUN
cana-3666	121	32	from	from	ADP
cana-3666	121	33	waste	waste	NOUN
cana-3666	121	34	cooking	cooking	NOUN
cana-3666	121	35	oil	oil	NOUN
cana-3666	121	36	,	,	PUNCT
cana-3666	121	37	”	"	PUNCT
cana-3666	121	38	fuel	fuel	NOUN
cana-3666	121	39	,	,	PUNCT
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cana-3666	121	41	.	.	PROPN
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cana-3666	121	43	,	,	PUNCT
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cana-3666	121	45	116659	116659	NUM
cana-3666	121	46	,	,	PUNCT
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cana-3666	121	48	.	.	PROPN
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cana-3666	121	50	,	,	PUNCT
cana-3666	121	51	doi	doi	NOUN
cana-3666	121	52	:	:	PUNCT
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cana-3666	121	54	/	/	SYM
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cana-3666	121	56	.	.	PUNCT
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cana-3666	122	2	on	on	ADP
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cana-3666	122	6	issn	issn	NOUN
cana-3666	122	7	:	:	PUNCT
cana-3666	122	8	1074	1074	NUM
cana-3666	122	9	-	-	PUNCT
cana-3666	122	10	133x	133x	NUM
cana-3666	122	11	vol	vol	NOUN
cana-3666	122	12	32	32	NUM
cana-3666	122	13	no	no	NOUN
cana-3666	122	14	.	.	PUNCT
cana-3666	123	1	8s	8s	PROPN
cana-3666	123	2	(	(	PUNCT
cana-3666	123	3	2025	2025	NUM
cana-3666	123	4	)	)	PUNCT
cana-3666	123	5	239	239	NUM
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cana-3666	124	1	[	[	X
cana-3666	124	2	11	11	NUM
cana-3666	124	3	]	]	X
cana-3666	124	4	e.	e.	PROPN
cana-3666	124	5	soria	soria	PROPN
cana-3666	124	6	-	-	PUNCT
cana-3666	124	7	figueroa	figueroa	PROPN
cana-3666	124	8	,	,	PUNCT
cana-3666	124	9	v.	v.	PROPN
cana-3666	124	10	y.	y.	PROPN
cana-3666	124	11	mena	mena	PROPN
cana-3666	124	12	-	-	PUNCT
cana-3666	124	13	cervantes	cervante	NOUN
cana-3666	124	14	,	,	PUNCT
cana-3666	124	15	m.	m.	NOUN
cana-3666	124	16	garcía	garcía	NOUN
cana-3666	124	17	-	-	PUNCT
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cana-3666	124	19	,	,	PUNCT
cana-3666	124	20	r.	r.	PROPN
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cana-3666	124	22	-	-	PUNCT
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cana-3666	124	31	“	"	PUNCT
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cana-3666	124	39	cooking	cooking	NOUN
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cana-3666	124	41	using	use	VERB
cana-3666	124	42	cao	cao	NOUN
cana-3666	124	43	as	as	ADP
cana-3666	124	44	catalyst	catalyst	NOUN
cana-3666	124	45	in	in	ADP
cana-3666	124	46	a	a	DET
cana-3666	124	47	robinsonmahoney	robinsonmahoney	NOUN
cana-3666	124	48	type	type	NOUN
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cana-3666	124	50	,	,	PUNCT
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cana-3666	124	55	.	.	PROPN
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cana-3666	124	57	,	,	PUNCT
cana-3666	124	58	p.	p.	NOUN
cana-3666	124	59	118853	118853	NUM
cana-3666	124	60	,	,	PUNCT
cana-3666	124	61	dec	dec	PROPN
cana-3666	124	62	.	.	PROPN
cana-3666	124	63	2020	2020	NUM
cana-3666	124	64	,	,	PUNCT
cana-3666	124	65	doi	doi	NOUN
cana-3666	124	66	:	:	PUNCT
cana-3666	124	67	10.1016	10.1016	NUM
cana-3666	124	68	/	/	SYM
cana-3666	124	69	j.fuel.2020.118853	j.fuel.2020.118853	NOUN
cana-3666	124	70	.	.	PUNCT
cana-3666	125	1	[	[	X
cana-3666	125	2	12	12	NUM
cana-3666	125	3	]	]	PUNCT
cana-3666	125	4	b.	b.	PROPN
cana-3666	125	5	maleki	maleki	PROPN
cana-3666	125	6	,	,	PUNCT
cana-3666	125	7	s.	s.	PROPN
cana-3666	125	8	s.	s.	PROPN
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cana-3666	125	10	talesh	talesh	ADJ
cana-3666	125	11	,	,	PUNCT
cana-3666	125	12	and	and	CCONJ
cana-3666	125	13	m.	m.	NOUN
cana-3666	125	14	mansouri	mansouri	PROPN
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cana-3666	125	16	“	"	PUNCT
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cana-3666	125	18	of	of	ADP
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cana-3666	125	27	biodiesel	biodiesel	NOUN
cana-3666	125	28	via	via	ADP
cana-3666	125	29	transesterification	transesterification	NOUN
cana-3666	125	30	of	of	ADP
cana-3666	125	31	various	various	ADJ
cana-3666	125	32	oil	oil	NOUN
cana-3666	125	33	sources	source	NOUN
cana-3666	125	34	:	:	PUNCT
cana-3666	125	35	a	a	DET
cana-3666	125	36	review	review	NOUN
cana-3666	125	37	study	study	NOUN
cana-3666	125	38	,	,	PUNCT
cana-3666	125	39	”	"	PUNCT
cana-3666	125	40	materials	material	NOUN
cana-3666	125	41	today	today	NOUN
cana-3666	125	42	sustainability	sustainability	NOUN
cana-3666	125	43	,	,	PUNCT
cana-3666	125	44	vol	vol	NOUN
cana-3666	125	45	.	.	PROPN
cana-3666	125	46	18	18	NUM
cana-3666	125	47	,	,	PUNCT
cana-3666	125	48	p.	p.	NOUN
cana-3666	125	49	100157	100157	NUM
cana-3666	125	50	,	,	PUNCT
cana-3666	125	51	jun	jun	PROPN
cana-3666	125	52	.	.	PROPN
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cana-3666	125	54	,	,	PUNCT
cana-3666	125	55	doi	doi	NOUN
cana-3666	125	56	:	:	PUNCT
cana-3666	125	57	10.1016	10.1016	NUM
cana-3666	125	58	/	/	SYM
cana-3666	125	59	j.mtsust.2022.100157	j.mtsust.2022.100157	NOUN
cana-3666	125	60	.	.	PUNCT
cana-3666	126	1	[	[	X
cana-3666	126	2	13	13	NUM
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cana-3666	126	4	b.	b.	PROPN
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cana-3666	126	9	,	,	PUNCT
cana-3666	126	10	“	"	PUNCT
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cana-3666	126	14	network	network	NOUN
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cana-3666	126	24	production	production	NOUN
cana-3666	126	25	from	from	ADP
cana-3666	126	26	mixed	mixed	ADJ
cana-3666	126	27	waste	waste	NOUN
cana-3666	126	28	cooking	cook	VERB
cana-3666	126	29	oil	oil	NOUN
cana-3666	126	30	using	use	VERB
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cana-3666	126	32	biocatalyst	biocatalyst	NOUN
cana-3666	126	33	,	,	PUNCT
cana-3666	126	34	”	"	PUNCT
cana-3666	126	35	fuel	fuel	NOUN
cana-3666	126	36	,	,	PUNCT
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cana-3666	126	38	.	.	PROPN
cana-3666	126	39	340	340	NUM
cana-3666	126	40	,	,	PUNCT
cana-3666	126	41	p.	p.	NOUN
cana-3666	126	42	127503	127503	NUM
cana-3666	126	43	,	,	PUNCT
cana-3666	126	44	may	may	AUX
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cana-3666	126	46	,	,	PUNCT
cana-3666	126	47	doi	doi	NOUN
cana-3666	126	48	:	:	PUNCT
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cana-3666	126	52	.	.	PUNCT
cana-3666	127	1	[	[	X
cana-3666	127	2	14	14	NUM
cana-3666	127	3	]	]	X
cana-3666	127	4	b.	b.	PROPN
cana-3666	127	5	maleki	maleki	PROPN
cana-3666	127	6	,	,	PUNCT
cana-3666	127	7	b.	b.	PROPN
cana-3666	127	8	singh	singh	PROPN
cana-3666	127	9	,	,	PUNCT
cana-3666	127	10	h.	h.	PROPN
cana-3666	127	11	eamaeili	eamaeili	PROPN
cana-3666	127	12	,	,	PUNCT
cana-3666	127	13	y.	y.	PROPN
cana-3666	127	14	k.	k.	PROPN
cana-3666	127	15	venkatesh	venkatesh	PROPN
cana-3666	127	16	,	,	PUNCT
cana-3666	127	17	s.	s.	PROPN
cana-3666	127	18	s.	s.	PROPN
cana-3666	127	19	a.	a.	PROPN
cana-3666	127	20	talesh	talesh	PROPN
cana-3666	127	21	,	,	PUNCT
cana-3666	127	22	and	and	CCONJ
cana-3666	127	23	s.	s.	PROPN
cana-3666	127	24	seetharaman	seetharaman	PROPN
cana-3666	127	25	,	,	PUNCT
cana-3666	127	26	“	"	PUNCT
cana-3666	127	27	transesterification	transesterification	NOUN
cana-3666	127	28	of	of	ADP
cana-3666	127	29	waste	waste	NOUN
cana-3666	127	30	cooking	cooking	NOUN
cana-3666	127	31	oil	oil	NOUN
cana-3666	127	32	to	to	ADP
cana-3666	127	33	biodiesel	biodiesel	NOUN
cana-3666	127	34	by	by	ADP
cana-3666	127	35	walnut	walnut	ADJ
cana-3666	127	36	shell	shell	NOUN
cana-3666	127	37	/	/	SYM
cana-3666	127	38	sawdust	sawdust	NOUN
cana-3666	127	39	as	as	ADP
cana-3666	127	40	a	a	DET
cana-3666	127	41	novel	novel	NOUN
cana-3666	127	42	,	,	PUNCT
cana-3666	127	43	low	low	ADJ
cana-3666	127	44	-	-	PUNCT
cana-3666	127	45	cost	cost	NOUN
cana-3666	127	46	and	and	CCONJ
cana-3666	127	47	green	green	ADJ
cana-3666	127	48	heterogeneous	heterogeneous	ADJ
cana-3666	127	49	catalyst	catalyst	NOUN
cana-3666	127	50	:	:	PUNCT
cana-3666	127	51	optimization	optimization	NOUN
cana-3666	127	52	via	via	ADP
cana-3666	127	53	rsm	rsm	PROPN
cana-3666	127	54	and	and	CCONJ
cana-3666	127	55	ann	ann	PROPN
cana-3666	127	56	,	,	PUNCT
cana-3666	127	57	”	"	PUNCT
cana-3666	127	58	ind	ind	NOUN
cana-3666	127	59	crops	crop	NOUN
cana-3666	127	60	prod	prod	NOUN
cana-3666	127	61	,	,	PUNCT
cana-3666	127	62	vol	vol	NOUN
cana-3666	127	63	.	.	NOUN
cana-3666	127	64	193	193	NUM
cana-3666	127	65	,	,	PUNCT
cana-3666	127	66	p.	p.	NOUN
cana-3666	127	67	116261	116261	NUM
cana-3666	127	68	,	,	PUNCT
cana-3666	127	69	mar	mar	PROPN
cana-3666	127	70	.	.	PROPN
cana-3666	127	71	2023	2023	NUM
cana-3666	127	72	,	,	PUNCT
cana-3666	127	73	doi	doi	NOUN
cana-3666	127	74	:	:	PUNCT
cana-3666	127	75	10.1016	10.1016	NUM
cana-3666	127	76	/	/	SYM
cana-3666	127	77	j.indcrop.2023.116261	j.indcrop.2023.116261	NOUN
cana-3666	127	78	.	.	PUNCT
cana-3666	128	1	[	[	X
cana-3666	128	2	15	15	NUM
cana-3666	128	3	]	]	X
cana-3666	128	4	a.	a.	NOUN
cana-3666	128	5	kolakoti	kolakoti	PROPN
cana-3666	128	6	and	and	CCONJ
cana-3666	128	7	g.	g.	PROPN
cana-3666	128	8	satish	satish	PROPN
cana-3666	128	9	,	,	PUNCT
cana-3666	128	10	“	"	PUNCT
cana-3666	128	11	biodiesel	biodiesel	NOUN
cana-3666	128	12	production	production	NOUN
cana-3666	128	13	from	from	ADP
cana-3666	128	14	low	low	ADJ
cana-3666	128	15	-	-	PUNCT
cana-3666	128	16	grade	grade	NOUN
cana-3666	128	17	oil	oil	NOUN
cana-3666	128	18	using	use	VERB
cana-3666	128	19	heterogeneous	heterogeneous	ADJ
cana-3666	128	20	catalyst	catalyst	NOUN
cana-3666	128	21	:	:	PUNCT
cana-3666	128	22	an	an	DET
cana-3666	128	23	optimisation	optimisation	NOUN
cana-3666	128	24	and	and	CCONJ
cana-3666	128	25	ann	ann	PROPN
cana-3666	128	26	modelling	modelling	PROPN
cana-3666	128	27	,	,	PUNCT
cana-3666	128	28	”	"	PUNCT
cana-3666	128	29	australian	australian	ADJ
cana-3666	128	30	journal	journal	NOUN
cana-3666	128	31	of	of	ADP
cana-3666	128	32	mechanical	mechanical	ADJ
cana-3666	128	33	engineering	engineering	NOUN
cana-3666	128	34	,	,	PUNCT
cana-3666	128	35	vol	vol	NOUN
cana-3666	128	36	.	.	PROPN
cana-3666	128	37	21	21	NUM
cana-3666	128	38	,	,	PUNCT
cana-3666	128	39	no	no	INTJ
cana-3666	128	40	.	.	NOUN
cana-3666	128	41	1	1	NUM
cana-3666	128	42	,	,	PUNCT
cana-3666	128	43	pp	pp	ADJ
cana-3666	128	44	.	.	PUNCT
cana-3666	129	1	316–328	316–328	NUM
cana-3666	129	2	,	,	PUNCT
cana-3666	129	3	jan	jan	PROPN
cana-3666	129	4	.	.	PROPN
cana-3666	129	5	2023	2023	NUM
cana-3666	129	6	,	,	PUNCT
cana-3666	129	7	doi	doi	NOUN
cana-3666	129	8	:	:	PUNCT
cana-3666	129	9	10.1080/14484846.2020.1842298	10.1080/14484846.2020.1842298	NUM
cana-3666	129	10	.	.	PUNCT
cana-3666	130	1	[	[	X
cana-3666	130	2	16	16	NUM
cana-3666	130	3	]	]	X
cana-3666	130	4	a.	a.	NOUN
cana-3666	130	5	garg	garg	PROPN
cana-3666	130	6	and	and	CCONJ
cana-3666	130	7	s.	s.	PROPN
cana-3666	130	8	jain	jain	PROPN
cana-3666	130	9	,	,	PUNCT
cana-3666	130	10	“	"	PUNCT
cana-3666	130	11	process	process	NOUN
cana-3666	130	12	parameter	parameter	NOUN
cana-3666	130	13	optimization	optimization	NOUN
cana-3666	130	14	of	of	ADP
cana-3666	130	15	biodiesel	biodiesel	NOUN
cana-3666	130	16	production	production	NOUN
cana-3666	130	17	from	from	ADP
cana-3666	130	18	algal	algal	ADJ
cana-3666	130	19	oil	oil	NOUN
cana-3666	130	20	by	by	ADP
cana-3666	130	21	response	response	NOUN
cana-3666	130	22	surface	surface	NOUN
cana-3666	130	23	methodology	methodology	NOUN
cana-3666	130	24	and	and	CCONJ
cana-3666	130	25	artificial	artificial	ADJ
cana-3666	130	26	neural	neural	ADJ
cana-3666	130	27	networks	network	NOUN
cana-3666	130	28	,	,	PUNCT
cana-3666	130	29	”	"	PUNCT
cana-3666	130	30	fuel	fuel	NOUN
cana-3666	130	31	,	,	PUNCT
cana-3666	130	32	vol	vol	NOUN
cana-3666	130	33	.	.	PROPN
cana-3666	130	34	277	277	NUM
cana-3666	130	35	,	,	PUNCT
cana-3666	130	36	p.	p.	NOUN
cana-3666	130	37	118254	118254	NUM
cana-3666	130	38	,	,	PUNCT
cana-3666	130	39	oct	oct	PROPN
cana-3666	130	40	.	.	PROPN
cana-3666	130	41	2020	2020	NUM
cana-3666	130	42	,	,	PUNCT
cana-3666	130	43	doi	doi	NOUN
cana-3666	130	44	:	:	PUNCT
cana-3666	130	45	10.1016	10.1016	NUM
cana-3666	130	46	/	/	SYM
cana-3666	130	47	j.fuel.2020.118254	j.fuel.2020.118254	NOUN
cana-3666	130	48	.	.	PUNCT
cana-3666	131	1	[	[	X
cana-3666	131	2	17	17	NUM
cana-3666	131	3	]	]	X
cana-3666	131	4	b.	b.	PROPN
cana-3666	131	5	maleki	maleki	PROPN
cana-3666	131	6	and	and	CCONJ
cana-3666	131	7	h.	h.	PROPN
cana-3666	131	8	esmaeili	esmaeili	PROPN
cana-3666	131	9	,	,	PUNCT
cana-3666	131	10	“	"	PUNCT
cana-3666	131	11	ultrasound	ultrasound	NOUN
cana-3666	131	12	-	-	PUNCT
cana-3666	131	13	assisted	assist	VERB
cana-3666	131	14	conversion	conversion	NOUN
cana-3666	131	15	of	of	ADP
cana-3666	131	16	waste	waste	NOUN
cana-3666	131	17	frying	fry	VERB
cana-3666	131	18	oil	oil	NOUN
cana-3666	131	19	into	into	ADP
cana-3666	131	20	biodiesel	biodiesel	NOUN
cana-3666	131	21	using	use	VERB
cana-3666	131	22	al	al	PROPN
cana-3666	131	23	-	-	PUNCT
cana-3666	131	24	doped	dope	VERB
cana-3666	131	25	zno	zno	NOUN
cana-3666	131	26	nanocatalyst	nanocatalyst	NOUN
cana-3666	131	27	:	:	PUNCT
cana-3666	131	28	box	box	NOUN
cana-3666	131	29	-	-	PUNCT
cana-3666	131	30	behnken	behnken	VERB
cana-3666	131	31	design	design	NOUN
cana-3666	131	32	-	-	PUNCT
cana-3666	131	33	based	base	VERB
cana-3666	131	34	optimization	optimization	NOUN
cana-3666	131	35	,	,	PUNCT
cana-3666	131	36	”	"	PUNCT
cana-3666	131	37	renew	renew	VERB
cana-3666	131	38	energy	energy	NOUN
cana-3666	131	39	,	,	PUNCT
cana-3666	131	40	vol	vol	NOUN
cana-3666	131	41	.	.	PUNCT
cana-3666	132	1	209	209	NUM
cana-3666	132	2	,	,	PUNCT
cana-3666	132	3	pp	pp	ADJ
cana-3666	132	4	.	.	PUNCT
cana-3666	133	1	10–26	10–26	NUM
cana-3666	133	2	,	,	PUNCT
cana-3666	133	3	jun	jun	PROPN
cana-3666	133	4	.	.	PROPN
cana-3666	133	5	2023	2023	NUM
cana-3666	133	6	,	,	PUNCT
cana-3666	133	7	doi	doi	NOUN
cana-3666	133	8	:	:	PUNCT
cana-3666	133	9	10.1016	10.1016	NUM
cana-3666	133	10	/	/	SYM
cana-3666	133	11	j.renene.2023.03.119	j.renene.2023.03.119	PROPN
cana-3666	133	12	.	.	PUNCT
cana-3666	134	1	[	[	X
cana-3666	134	2	18	18	NUM
cana-3666	134	3	]	]	PUNCT
cana-3666	134	4	z.	z.	PROPN
cana-3666	134	5	yaakob	yaakob	PROPN
cana-3666	134	6	,	,	PUNCT
cana-3666	134	7	m.	m.	NOUN
cana-3666	134	8	mohammad	mohammad	PROPN
cana-3666	134	9	,	,	PUNCT
cana-3666	134	10	m.	m.	NOUN
cana-3666	134	11	alherbawi	alherbawi	PROPN
cana-3666	134	12	,	,	PUNCT
cana-3666	134	13	z.	z.	PROPN
cana-3666	134	14	alam	alam	PROPN
cana-3666	134	15	,	,	PUNCT
cana-3666	134	16	and	and	CCONJ
cana-3666	134	17	k.	k.	PROPN
cana-3666	134	18	sopian	sopian	PROPN
cana-3666	134	19	,	,	PUNCT
cana-3666	134	20	“	"	PUNCT
cana-3666	134	21	overview	overview	NOUN
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cana-3666	134	23	the	the	DET
cana-3666	134	24	production	production	NOUN
cana-3666	134	25	of	of	ADP
cana-3666	134	26	biodiesel	biodiesel	NOUN
cana-3666	134	27	from	from	ADP
cana-3666	134	28	waste	waste	NOUN
cana-3666	134	29	cooking	cooking	NOUN
cana-3666	134	30	oil	oil	NOUN
cana-3666	134	31	,	,	PUNCT
cana-3666	134	32	”	"	PUNCT
cana-3666	134	33	renewable	renewable	ADJ
cana-3666	134	34	and	and	CCONJ
cana-3666	134	35	sustainable	sustainable	ADJ
cana-3666	134	36	energy	energy	NOUN
cana-3666	134	37	reviews	review	NOUN
cana-3666	134	38	,	,	PUNCT
cana-3666	134	39	vol	vol	NOUN
cana-3666	134	40	.	.	PROPN
cana-3666	134	41	18	18	NUM
cana-3666	134	42	,	,	PUNCT
cana-3666	134	43	pp	pp	ADJ
cana-3666	134	44	.	.	PUNCT
cana-3666	135	1	184–193	184–193	NUM
cana-3666	135	2	,	,	PUNCT
cana-3666	135	3	feb	feb	PROPN
cana-3666	135	4	.	.	PROPN
cana-3666	135	5	2013	2013	NUM
cana-3666	135	6	,	,	PUNCT
cana-3666	135	7	doi	doi	NOUN
cana-3666	135	8	:	:	PUNCT
cana-3666	135	9	10.1016	10.1016	NUM
cana-3666	135	10	/	/	SYM
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cana-3666	135	12	.	.	PUNCT
cana-3666	136	1	[	[	X
cana-3666	136	2	19	19	NUM
cana-3666	136	3	]	]	X
cana-3666	136	4	n.	n.	NOUN
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cana-3666	136	6	,	,	PUNCT
cana-3666	136	7	m.	m.	NOUN
cana-3666	136	8	t.	t.	PROPN
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cana-3666	136	10	,	,	PUNCT
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cana-3666	136	12	h.	h.	PROPN
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cana-3666	136	14	,	,	PUNCT
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cana-3666	136	16	h.	h.	PROPN
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cana-3666	136	20	b.	b.	PROPN
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cana-3666	136	22	,	,	PUNCT
cana-3666	136	23	“	"	PUNCT
cana-3666	136	24	the	the	DET
cana-3666	136	25	conversion	conversion	NOUN
cana-3666	136	26	of	of	ADP
cana-3666	136	27	poultry	poultry	NOUN
cana-3666	136	28	slaughterhouse	slaughterhouse	PROPN
cana-3666	136	29	wastewater	wastewater	NOUN
cana-3666	136	30	sludge	sludge	NOUN
cana-3666	136	31	into	into	ADP
cana-3666	136	32	biodiesel	biodiesel	NOUN
cana-3666	136	33	:	:	PUNCT
cana-3666	136	34	process	process	NOUN
cana-3666	136	35	modeling	modeling	NOUN
cana-3666	136	36	and	and	CCONJ
cana-3666	136	37	optimization	optimization	NOUN
cana-3666	136	38	,	,	PUNCT
cana-3666	136	39	”	"	PUNCT
cana-3666	136	40	renew	renew	VERB
cana-3666	136	41	energy	energy	NOUN
cana-3666	136	42	,	,	PUNCT
cana-3666	136	43	vol	vol	NOUN
cana-3666	136	44	.	.	NOUN
cana-3666	136	45	178	178	NUM
cana-3666	136	46	,	,	PUNCT
cana-3666	136	47	pp	pp	ADJ
cana-3666	136	48	.	.	PUNCT
cana-3666	137	1	1236–1249	1236–1249	NUM
cana-3666	137	2	,	,	PUNCT
cana-3666	137	3	nov	nov	PROPN
cana-3666	137	4	.	.	PROPN
cana-3666	137	5	2021	2021	NUM
cana-3666	137	6	,	,	PUNCT
cana-3666	137	7	doi	doi	NOUN
cana-3666	137	8	:	:	PUNCT
cana-3666	137	9	10.1016	10.1016	NUM
cana-3666	137	10	/	/	SYM
cana-3666	137	11	j.renene.2021.07.016	j.renene.2021.07.016	PROPN
cana-3666	137	12	.	.	PUNCT
cana-3666	138	1	[	[	X
cana-3666	138	2	20	20	NUM
cana-3666	138	3	]	]	X
cana-3666	138	4	o.	o.	PROPN
cana-3666	138	5	d.	d.	PROPN
cana-3666	138	6	samuel	samuel	PROPN
cana-3666	138	7	and	and	CCONJ
cana-3666	138	8	m.	m.	PROPN
cana-3666	138	9	o.	o.	PROPN
cana-3666	138	10	okwu	okwu	PROPN
cana-3666	138	11	,	,	PUNCT
cana-3666	138	12	“	"	PUNCT
cana-3666	138	13	comparison	comparison	NOUN
cana-3666	138	14	of	of	ADP
cana-3666	138	15	response	response	NOUN
cana-3666	138	16	surface	surface	NOUN
cana-3666	138	17	methodology	methodology	NOUN
cana-3666	138	18	(	(	PUNCT
cana-3666	138	19	rsm	rsm	NOUN
cana-3666	138	20	)	)	PUNCT
cana-3666	138	21	and	and	CCONJ
cana-3666	138	22	artificial	artificial	ADJ
cana-3666	138	23	neural	neural	ADJ
cana-3666	138	24	network	network	NOUN
cana-3666	138	25	(	(	PUNCT
cana-3666	138	26	ann	ann	PROPN
cana-3666	138	27	)	)	PUNCT
cana-3666	138	28	in	in	ADP
cana-3666	138	29	modelling	modelling	NOUN
cana-3666	138	30	of	of	ADP
cana-3666	138	31	waste	waste	NOUN
cana-3666	138	32	coconut	coconut	NOUN
cana-3666	138	33	oil	oil	NOUN
cana-3666	138	34	ethyl	ethyl	PROPN
cana-3666	138	35	esters	ester	NOUN
cana-3666	138	36	production	production	NOUN
cana-3666	138	37	,	,	PUNCT
cana-3666	138	38	”	"	PUNCT
cana-3666	138	39	energy	energy	NOUN
cana-3666	138	40	sources	source	NOUN
cana-3666	138	41	,	,	PUNCT
cana-3666	138	42	part	part	NOUN
cana-3666	138	43	a	a	DET
cana-3666	138	44	:	:	PUNCT
cana-3666	138	45	recovery	recovery	NOUN
cana-3666	138	46	,	,	PUNCT
cana-3666	138	47	utilization	utilization	NOUN
cana-3666	138	48	,	,	PUNCT
cana-3666	138	49	and	and	CCONJ
cana-3666	138	50	environmental	environmental	ADJ
cana-3666	138	51	effects	effect	NOUN
cana-3666	138	52	,	,	PUNCT
cana-3666	138	53	vol	vol	NOUN
cana-3666	138	54	.	.	PROPN
cana-3666	138	55	41	41	NUM
cana-3666	138	56	,	,	PUNCT
cana-3666	138	57	no	no	INTJ
cana-3666	138	58	.	.	NOUN
cana-3666	138	59	9	9	NUM
cana-3666	138	60	,	,	PUNCT
cana-3666	138	61	pp	pp	ADJ
cana-3666	138	62	.	.	PUNCT
cana-3666	139	1	1049–1061	1049–1061	NUM
cana-3666	139	2	,	,	PUNCT
cana-3666	139	3	may	may	AUX
cana-3666	139	4	2019	2019	NUM
cana-3666	139	5	,	,	PUNCT
cana-3666	139	6	doi	doi	NOUN
cana-3666	139	7	:	:	PUNCT
cana-3666	139	8	10.1080/15567036.2018.1539138	10.1080/15567036.2018.1539138	NUM
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cana-3666	140	2	21	21	NUM
cana-3666	140	3	]	]	PUNCT
cana-3666	140	4	s.	s.	PROPN
cana-3666	140	5	n.	n.	PROPN
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cana-3666	140	8	n.	n.	PROPN
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cana-3666	140	10	majid	majid	PROPN
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cana-3666	140	12	and	and	CCONJ
cana-3666	140	13	a.	a.	PROPN
cana-3666	140	14	mohd	mohd	PROPN
cana-3666	140	15	taib	taib	PROPN
cana-3666	140	16	,	,	PUNCT
cana-3666	140	17	“	"	PUNCT
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cana-3666	140	19	comparative	comparative	ADJ
cana-3666	140	20	assessment	assessment	NOUN
cana-3666	140	21	of	of	ADP
cana-3666	140	22	sampling	sample	VERB
cana-3666	140	23	ratios	ratio	NOUN
cana-3666	140	24	using	use	VERB
cana-3666	140	25	artificial	artificial	ADJ
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cana-3666	140	28	(	(	PUNCT
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cana-3666	140	30	)	)	PUNCT
cana-3666	140	31	for	for	ADP
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cana-3666	140	34	model	model	NOUN
cana-3666	140	35	in	in	ADP
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cana-3666	140	40	selangor	selangor	PROPN
cana-3666	140	41	,	,	PUNCT
cana-3666	140	42	malaysia	malaysia	PROPN
cana-3666	140	43	,	,	PUNCT
cana-3666	140	44	”	"	PUNCT
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cana-3666	140	46	,	,	PUNCT
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cana-3666	140	53	1	1	NUM
cana-3666	140	54	,	,	PUNCT
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cana-3666	140	57	,	,	PUNCT
cana-3666	140	58	jan	jan	PROPN
cana-3666	140	59	.	.	PROPN
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cana-3666	140	61	,	,	PUNCT
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cana-3666	140	63	:	:	PUNCT
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cana-3666	140	65	/	/	SYM
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cana-3666	140	67	.	.	PUNCT
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cana-3666	141	2	22	22	NUM
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cana-3666	141	4	d.	d.	PROPN
cana-3666	141	5	babu	babu	PROPN
cana-3666	141	6	,	,	PUNCT
cana-3666	141	7	v.	v.	CCONJ
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cana-3666	141	11	a.	a.	NOUN
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cana-3666	141	13	,	,	PUNCT
cana-3666	141	14	“	"	PUNCT
cana-3666	141	15	artificial	artificial	ADJ
cana-3666	141	16	neural	neural	ADJ
cana-3666	141	17	network	network	NOUN
cana-3666	141	18	approach	approach	NOUN
cana-3666	141	19	on	on	ADP
cana-3666	141	20	forecasting	forecast	VERB
cana-3666	141	21	diesel	diesel	NOUN
cana-3666	141	22	engine	engine	NOUN
cana-3666	141	23	characteristics	characteristic	NOUN
cana-3666	141	24	fuelled	fuel	VERB
cana-3666	141	25	with	with	ADP
cana-3666	141	26	waste	waste	NOUN
cana-3666	141	27	frying	fry	VERB
cana-3666	141	28	oil	oil	NOUN
cana-3666	141	29	biodiesel	biodiesel	NOUN
cana-3666	141	30	,	,	PUNCT
cana-3666	141	31	”	"	PUNCT
cana-3666	141	32	appl	appl	NOUN
cana-3666	141	33	energy	energy	NOUN
cana-3666	141	34	,	,	PUNCT
cana-3666	141	35	vol	vol	NOUN
cana-3666	141	36	.	.	PROPN
cana-3666	141	37	263	263	NUM
cana-3666	141	38	,	,	PUNCT
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cana-3666	141	40	114612	114612	NUM
cana-3666	141	41	,	,	PUNCT
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cana-3666	141	43	.	.	PROPN
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cana-3666	141	45	,	,	PUNCT
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cana-3666	141	47	:	:	PUNCT
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cana-3666	141	51	.	.	PUNCT
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cana-3666	142	2	23	23	NUM
cana-3666	142	3	]	]	PUNCT
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cana-3666	142	5	.	.	PUNCT
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cana-3666	143	2	et	et	PROPN
cana-3666	143	3	al	al	PROPN
cana-3666	143	4	.	.	PROPN
cana-3666	143	5	,	,	PUNCT
cana-3666	143	6	“	"	PUNCT
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cana-3666	143	11	syngas	syngas	NOUN
cana-3666	143	12	production	production	NOUN
cana-3666	143	13	from	from	ADP
cana-3666	143	14	methane	methane	NOUN
cana-3666	143	15	and	and	CCONJ
cana-3666	143	16	co2	co2	NOUN
cana-3666	143	17	via	via	ADP
cana-3666	143	18	taguchi	taguchi	PROPN
cana-3666	143	19	approach	approach	PROPN
cana-3666	143	20	,	,	PUNCT
cana-3666	143	21	response	response	NOUN
cana-3666	143	22	surface	surface	NOUN
cana-3666	143	23	methodology	methodology	NOUN
cana-3666	143	24	(	(	PUNCT
cana-3666	143	25	rsm	rsm	NOUN
cana-3666	143	26	)	)	PUNCT
cana-3666	143	27	and	and	CCONJ
cana-3666	143	28	analysis	analysis	NOUN
cana-3666	143	29	of	of	ADP
cana-3666	143	30	variance	variance	NOUN
cana-3666	143	31	(	(	PUNCT
cana-3666	143	32	anova	anova	PROPN
cana-3666	143	33	)	)	PUNCT
cana-3666	143	34	,	,	PUNCT
cana-3666	143	35	”	"	PUNCT
cana-3666	143	36	fuel	fuel	NOUN
cana-3666	143	37	,	,	PUNCT
cana-3666	143	38	vol	vol	NOUN
cana-3666	143	39	.	.	PROPN
cana-3666	143	40	296	296	NUM
cana-3666	143	41	,	,	PUNCT
cana-3666	143	42	p.	p.	NOUN
cana-3666	143	43	120642	120642	NUM
cana-3666	143	44	,	,	PUNCT
cana-3666	143	45	jul	jul	PROPN
cana-3666	143	46	.	.	PROPN
cana-3666	143	47	2021	2021	NUM
cana-3666	143	48	,	,	PUNCT
cana-3666	143	49	doi	doi	NOUN
cana-3666	143	50	:	:	PUNCT
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cana-3666	143	52	/	/	SYM
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cana-3666	143	54	.	.	PUNCT
cana-3666	144	1	[	[	X
cana-3666	144	2	24	24	NUM
cana-3666	144	3	]	]	X
cana-3666	144	4	o.	o.	NOUN
cana-3666	144	5	m.	m.	NOUN
cana-3666	144	6	olatunji	olatunji	PROPN
cana-3666	144	7	,	,	PUNCT
cana-3666	144	8	i.	i.	PROPN
cana-3666	144	9	t.	t.	PROPN
cana-3666	144	10	horsfall	horsfall	PROPN
cana-3666	144	11	,	,	PUNCT
cana-3666	144	12	and	and	CCONJ
cana-3666	144	13	e.	e.	PROPN
cana-3666	144	14	v.	v.	PROPN
cana-3666	144	15	ubom	ubom	PROPN
cana-3666	144	16	,	,	PUNCT
cana-3666	144	17	“	"	PUNCT
cana-3666	144	18	response	response	NOUN
cana-3666	144	19	surface	surface	NOUN
cana-3666	144	20	optimization	optimization	NOUN
cana-3666	144	21	approach	approach	NOUN
cana-3666	144	22	to	to	PART
cana-3666	144	23	predict	predict	VERB
cana-3666	144	24	the	the	DET
cana-3666	144	25	maximum	maximum	ADJ
cana-3666	144	26	%	%	NOUN
cana-3666	144	27	biodiesel	biodiesel	NOUN
cana-3666	144	28	yield	yield	NOUN
cana-3666	144	29	via	via	ADP
cana-3666	144	30	transesterification	transesterification	NOUN
cana-3666	144	31	of	of	ADP
cana-3666	144	32	esterified	esterify	VERB
cana-3666	144	33	shea	shea	PROPN
cana-3666	144	34	butter	butter	NOUN
cana-3666	144	35	oil	oil	NOUN
cana-3666	144	36	by	by	ADP
cana-3666	144	37	utilizing	utilize	VERB
cana-3666	144	38	bio	bio	NOUN
cana-3666	144	39	-	-	NOUN
cana-3666	144	40	catalysts	catalyst	NOUN
cana-3666	144	41	,	,	PUNCT
cana-3666	144	42	”	"	PUNCT
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cana-3666	144	44	research	research	NOUN
cana-3666	144	45	in	in	ADP
cana-3666	144	46	green	green	ADJ
cana-3666	144	47	and	and	CCONJ
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cana-3666	144	50	,	,	PUNCT
cana-3666	144	51	vol	vol	NOUN
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cana-3666	144	59	,	,	PUNCT
cana-3666	144	60	doi	doi	NOUN
cana-3666	144	61	:	:	PUNCT
cana-3666	144	62	10.1016	10.1016	NUM
cana-3666	144	63	/	/	SYM
cana-3666	144	64	j.crgsc.2021.100167	j.crgsc.2021.100167	ADJ
cana-3666	144	65	.	.	PUNCT