id	sid	tid	token	lemma	pos
ajst-1825	1	1	academic	academic	ADJ
ajst-1825	1	2	journal	journal	NOUN
ajst-1825	1	3	of	of	ADP
ajst-1825	1	4	science	science	NOUN
ajst-1825	1	5	and	and	CCONJ
ajst-1825	1	6	technology	technology	NOUN
ajst-1825	1	7	issn	issn	NOUN
ajst-1825	1	8	:	:	PUNCT
ajst-1825	1	9	2771	2771	NUM
ajst-1825	1	10	-	-	SYM
ajst-1825	1	11	3032	3032	NUM
ajst-1825	1	12	|	|	NOUN
ajst-1825	1	13	vol	vol	NOUN
ajst-1825	1	14	.	.	PROPN
ajst-1825	2	1	3	3	NUM
ajst-1825	2	2	,	,	PUNCT
ajst-1825	2	3	no	no	INTJ
ajst-1825	2	4	.	.	NOUN
ajst-1825	2	5	1	1	NUM
ajst-1825	2	6	,	,	PUNCT
ajst-1825	2	7	2022	2022	NUM
ajst-1825	2	8	50	50	NUM
ajst-1825	2	9	study	study	NOUN
ajst-1825	2	10	on	on	ADP
ajst-1825	2	11	the	the	DET
ajst-1825	2	12	optimum	optimum	ADJ
ajst-1825	2	13	process	process	NOUN
ajst-1825	2	14	conditions	condition	NOUN
ajst-1825	2	15	for	for	ADP
ajst-1825	2	16	preparation	preparation	NOUN
ajst-1825	2	17	of	of	ADP
ajst-1825	2	18	c4	c4	NOUN
ajst-1825	2	19	olefins	olefin	NOUN
ajst-1825	2	20	by	by	ADP
ajst-1825	2	21	ethanol	ethanol	NOUN
ajst-1825	2	22	coupling	coupling	NOUN
ajst-1825	2	23	hui	hui	PROPN
ajst-1825	2	24	xu1	xu1	PROPN
ajst-1825	2	25	,	,	PUNCT
ajst-1825	2	26	yudong	yudong	PROPN
ajst-1825	2	27	wang2	wang2	PROPN
ajst-1825	2	28	,	,	PUNCT
ajst-1825	3	1	yunxia	yunxia	NOUN
ajst-1825	3	2	yan1	yan1	PROPN
ajst-1825	4	1	1school	1school	NUM
ajst-1825	4	2	of	of	ADP
ajst-1825	4	3	statistics	statistic	NOUN
ajst-1825	4	4	and	and	CCONJ
ajst-1825	4	5	applied	applied	ADJ
ajst-1825	4	6	mathematics	mathematic	NOUN
ajst-1825	4	7	,	,	PUNCT
ajst-1825	4	8	anhui	anhui	PROPN
ajst-1825	4	9	university	university	PROPN
ajst-1825	4	10	of	of	ADP
ajst-1825	4	11	finance	finance	PROPN
ajst-1825	4	12	&	&	CCONJ
ajst-1825	4	13	economics	economic	NOUN
ajst-1825	4	14	,	,	PUNCT
ajst-1825	4	15	bengbu	bengbu	NOUN
ajst-1825	4	16	,	,	PUNCT
ajst-1825	4	17	233030	233030	NUM
ajst-1825	4	18	,	,	PUNCT
ajst-1825	4	19	china	china	PROPN
ajst-1825	4	20	2school	2school	NUM
ajst-1825	4	21	of	of	ADP
ajst-1825	4	22	management	management	NOUN
ajst-1825	4	23	science	science	NOUN
ajst-1825	4	24	and	and	CCONJ
ajst-1825	4	25	engineering	engineering	NOUN
ajst-1825	4	26	,	,	PUNCT
ajst-1825	4	27	anhui	anhui	PROPN
ajst-1825	4	28	university	university	PROPN
ajst-1825	4	29	of	of	ADP
ajst-1825	4	30	finance	finance	NOUN
ajst-1825	4	31	and	and	CCONJ
ajst-1825	4	32	economics	economic	NOUN
ajst-1825	4	33	,	,	PUNCT
ajst-1825	4	34	bengbu	bengbu	NOUN
ajst-1825	4	35	,	,	PUNCT
ajst-1825	4	36	233030	233030	NUM
ajst-1825	4	37	,	,	PUNCT
ajst-1825	4	38	china	china	PROPN
ajst-1825	4	39	*	*	PUNCT
ajst-1825	4	40	correspondence	correspondence	NOUN
ajst-1825	4	41	should	should	AUX
ajst-1825	4	42	be	be	AUX
ajst-1825	4	43	addressed	address	VERB
ajst-1825	4	44	to	to	ADP
ajst-1825	4	45	hui	hui	PROPN
ajst-1825	4	46	xu	xu	PROPN
ajst-1825	4	47	;	;	PUNCT
ajst-1825	5	1	ahcdxh@126.com	ahcdxh@126.com	PROPN
ajst-1825	5	2	abstract	abstract	NOUN
ajst-1825	5	3	:	:	PUNCT
ajst-1825	5	4	c4	c4	NOUN
ajst-1825	5	5	olefins	olefin	NOUN
ajst-1825	5	6	are	be	AUX
ajst-1825	5	7	widely	widely	ADV
ajst-1825	5	8	used	use	VERB
ajst-1825	5	9	in	in	ADP
ajst-1825	5	10	industrial	industrial	ADJ
ajst-1825	5	11	,	,	PUNCT
ajst-1825	5	12	medical	medical	ADJ
ajst-1825	5	13	and	and	CCONJ
ajst-1825	5	14	other	other	ADJ
ajst-1825	5	15	important	important	ADJ
ajst-1825	5	16	fields	field	NOUN
ajst-1825	5	17	.	.	PUNCT
ajst-1825	6	1	the	the	DET
ajst-1825	6	2	preparation	preparation	NOUN
ajst-1825	6	3	of	of	ADP
ajst-1825	6	4	c4	c4	NOUN
ajst-1825	6	5	olefins	olefin	NOUN
ajst-1825	6	6	by	by	ADP
ajst-1825	6	7	ethanol	ethanol	NOUN
ajst-1825	6	8	coupling	coupling	NOUN
ajst-1825	6	9	is	be	AUX
ajst-1825	6	10	an	an	DET
ajst-1825	6	11	important	important	ADJ
ajst-1825	6	12	research	research	NOUN
ajst-1825	6	13	direction	direction	NOUN
ajst-1825	6	14	at	at	ADP
ajst-1825	6	15	present	present	NOUN
ajst-1825	6	16	.	.	PUNCT
ajst-1825	7	1	in	in	ADP
ajst-1825	7	2	this	this	DET
ajst-1825	7	3	paper	paper	NOUN
ajst-1825	7	4	,	,	PUNCT
ajst-1825	7	5	a	a	DET
ajst-1825	7	6	mathematical	mathematical	ADJ
ajst-1825	7	7	model	model	NOUN
ajst-1825	7	8	is	be	AUX
ajst-1825	7	9	established	establish	VERB
ajst-1825	7	10	by	by	ADP
ajst-1825	7	11	bp	bp	PROPN
ajst-1825	7	12	neural	neural	ADJ
ajst-1825	7	13	network	network	NOUN
ajst-1825	7	14	,	,	PUNCT
ajst-1825	7	15	the	the	DET
ajst-1825	7	16	netlogo	netlogo	NOUN
ajst-1825	7	17	simulation	simulation	NOUN
ajst-1825	7	18	is	be	AUX
ajst-1825	7	19	designed	design	VERB
ajst-1825	7	20	,	,	PUNCT
ajst-1825	7	21	and	and	CCONJ
ajst-1825	7	22	the	the	DET
ajst-1825	7	23	optimum	optimum	ADJ
ajst-1825	7	24	process	process	NOUN
ajst-1825	7	25	conditions	condition	NOUN
ajst-1825	7	26	for	for	ADP
ajst-1825	7	27	preparing	prepare	VERB
ajst-1825	7	28	c4	c4	NOUN
ajst-1825	7	29	olefins	olefin	NOUN
ajst-1825	7	30	by	by	ADP
ajst-1825	7	31	ethanol	ethanol	NOUN
ajst-1825	7	32	coupling	coupling	NOUN
ajst-1825	7	33	is	be	AUX
ajst-1825	7	34	studied	study	VERB
ajst-1825	7	35	.	.	PUNCT
ajst-1825	8	1	keywords	keyword	NOUN
ajst-1825	8	2	:	:	PUNCT
ajst-1825	8	3	pearson	pearson	PROPN
ajst-1825	8	4	correlation	correlation	NOUN
ajst-1825	8	5	coefficient	coefficient	NOUN
ajst-1825	8	6	,	,	PUNCT
ajst-1825	8	7	multiple	multiple	ADJ
ajst-1825	8	8	regression	regression	NOUN
ajst-1825	8	9	model	model	NOUN
ajst-1825	8	10	,	,	PUNCT
ajst-1825	8	11	bp	bp	PROPN
ajst-1825	8	12	neural	neural	ADJ
ajst-1825	8	13	network	network	PROPN
ajst-1825	8	14	,	,	PUNCT
ajst-1825	8	15	netlogo	netlogo	PROPN
ajst-1825	8	16	simulation	simulation	NOUN
ajst-1825	8	17	.	.	PUNCT
ajst-1825	9	1	1	1	NUM
ajst-1825	9	2	.	.	X
ajst-1825	9	3	introduction	introduction	NOUN
ajst-1825	9	4	at	at	ADP
ajst-1825	9	5	present	present	ADJ
ajst-1825	9	6	,	,	PUNCT
ajst-1825	9	7	china	china	PROPN
ajst-1825	9	8	is	be	AUX
ajst-1825	9	9	in	in	ADP
ajst-1825	9	10	the	the	DET
ajst-1825	9	11	era	era	NOUN
ajst-1825	9	12	of	of	ADP
ajst-1825	9	13	rapid	rapid	ADJ
ajst-1825	9	14	development	development	NOUN
ajst-1825	9	15	,	,	PUNCT
ajst-1825	9	16	in	in	ADP
ajst-1825	9	17	which	which	PRON
ajst-1825	9	18	the	the	DET
ajst-1825	9	19	rapid	rapid	ADJ
ajst-1825	9	20	development	development	NOUN
ajst-1825	9	21	of	of	ADP
ajst-1825	9	22	industry	industry	NOUN
ajst-1825	9	23	will	will	AUX
ajst-1825	9	24	play	play	VERB
ajst-1825	9	25	a	a	DET
ajst-1825	9	26	greater	great	ADJ
ajst-1825	9	27	role	role	NOUN
ajst-1825	9	28	in	in	ADP
ajst-1825	9	29	promoting	promote	VERB
ajst-1825	9	30	the	the	DET
ajst-1825	9	31	economy	economy	NOUN
ajst-1825	9	32	.	.	PUNCT
ajst-1825	10	1	as	as	ADP
ajst-1825	10	2	a	a	DET
ajst-1825	10	3	raw	raw	ADJ
ajst-1825	10	4	material	material	NOUN
ajst-1825	10	5	of	of	ADP
ajst-1825	10	6	industry	industry	NOUN
ajst-1825	10	7	,	,	PUNCT
ajst-1825	10	8	c4	c4	NOUN
ajst-1825	10	9	olefins	olefin	NOUN
ajst-1825	10	10	are	be	AUX
ajst-1825	10	11	widely	widely	ADV
ajst-1825	10	12	used	use	VERB
ajst-1825	10	13	in	in	ADP
ajst-1825	10	14	industry	industry	NOUN
ajst-1825	10	15	,	,	PUNCT
ajst-1825	10	16	medical	medical	ADJ
ajst-1825	10	17	treatment	treatment	NOUN
ajst-1825	10	18	,	,	PUNCT
ajst-1825	10	19	military	military	NOUN
ajst-1825	10	20	and	and	CCONJ
ajst-1825	10	21	other	other	ADJ
ajst-1825	10	22	fields	field	NOUN
ajst-1825	10	23	,	,	PUNCT
ajst-1825	10	24	and	and	CCONJ
ajst-1825	10	25	play	play	VERB
ajst-1825	10	26	a	a	DET
ajst-1825	10	27	very	very	ADV
ajst-1825	10	28	important	important	ADJ
ajst-1825	10	29	role	role	NOUN
ajst-1825	10	30	in	in	ADP
ajst-1825	10	31	promoting	promote	VERB
ajst-1825	10	32	the	the	DET
ajst-1825	10	33	economic	economic	ADJ
ajst-1825	10	34	development	development	NOUN
ajst-1825	10	35	of	of	ADP
ajst-1825	10	36	china	china	PROPN
ajst-1825	10	37	.	.	PUNCT
ajst-1825	11	1	in	in	ADP
ajst-1825	11	2	order	order	NOUN
ajst-1825	11	3	to	to	PART
ajst-1825	11	4	further	far	ADV
ajst-1825	11	5	promote	promote	VERB
ajst-1825	11	6	the	the	DET
ajst-1825	11	7	development	development	NOUN
ajst-1825	11	8	of	of	ADP
ajst-1825	11	9	industry	industry	NOUN
ajst-1825	11	10	,	,	PUNCT
ajst-1825	11	11	it	it	PRON
ajst-1825	11	12	is	be	AUX
ajst-1825	11	13	of	of	ADP
ajst-1825	11	14	great	great	ADJ
ajst-1825	11	15	significance	significance	NOUN
ajst-1825	11	16	to	to	PART
ajst-1825	11	17	study	study	VERB
ajst-1825	11	18	the	the	DET
ajst-1825	11	19	preparation	preparation	NOUN
ajst-1825	11	20	of	of	ADP
ajst-1825	11	21	c4	c4	NOUN
ajst-1825	11	22	olefins	olefin	NOUN
ajst-1825	11	23	.	.	PUNCT
ajst-1825	12	1	the	the	DET
ajst-1825	12	2	research	research	NOUN
ajst-1825	12	3	of	of	ADP
ajst-1825	12	4	chinese	chinese	ADJ
ajst-1825	12	5	scholar	scholar	NOUN
ajst-1825	12	6	hongtao	hongtao	PROPN
ajst-1825	12	7	wang	wang	PROPN
ajst-1825	12	8	et	et	PROPN
ajst-1825	12	9	al	al	PROPN
ajst-1825	12	10	.	.	PUNCT
ajst-1825	13	1	[	[	X
ajst-1825	13	2	1	1	X
ajst-1825	13	3	]	]	X
ajst-1825	13	4	[	[	X
ajst-1825	13	5	2	2	X
ajst-1825	13	6	]	]	X
ajst-1825	13	7	[	[	X
ajst-1825	13	8	3	3	NUM
ajst-1825	13	9	]	]	PUNCT
ajst-1825	13	10	provided	provide	VERB
ajst-1825	13	11	a	a	DET
ajst-1825	13	12	coupling	coupling	NOUN
ajst-1825	13	13	method	method	NOUN
ajst-1825	13	14	of	of	ADP
ajst-1825	13	15	c4	c4	NOUN
ajst-1825	13	16	olefins	olefin	NOUN
ajst-1825	13	17	catalytic	catalytic	ADJ
ajst-1825	13	18	cracking	cracking	NOUN
ajst-1825	13	19	and	and	CCONJ
ajst-1825	13	20	conversion	conversion	NOUN
ajst-1825	13	21	of	of	ADP
ajst-1825	13	22	ethanol	ethanol	NOUN
ajst-1825	13	23	to	to	ADP
ajst-1825	13	24	olefins	olefin	NOUN
ajst-1825	13	25	on	on	ADP
ajst-1825	13	26	sapo-34	sapo-34	PROPN
ajst-1825	13	27	catalyst	catalyst	NOUN
ajst-1825	13	28	for	for	ADP
ajst-1825	13	29	the	the	DET
ajst-1825	13	30	preparation	preparation	NOUN
ajst-1825	13	31	of	of	ADP
ajst-1825	13	32	c4	c4	NOUN
ajst-1825	13	33	olefins	olefin	NOUN
ajst-1825	13	34	.	.	PUNCT
ajst-1825	14	1	fei	fei	PROPN
ajst-1825	14	2	zhang	zhang	PROPN
ajst-1825	15	1	[	[	X
ajst-1825	15	2	4	4	X
ajst-1825	15	3	]	]	PUNCT
ajst-1825	15	4	et	et	PROPN
ajst-1825	15	5	al	al	PROPN
ajst-1825	15	6	.	.	PROPN
ajst-1825	15	7	conducted	conduct	VERB
ajst-1825	15	8	experiments	experiment	NOUN
ajst-1825	15	9	on	on	ADP
ajst-1825	15	10	the	the	DET
ajst-1825	15	11	reaction	reaction	NOUN
ajst-1825	15	12	performance	performance	NOUN
ajst-1825	15	13	of	of	ADP
ajst-1825	15	14	methanol	methanol	NOUN
ajst-1825	15	15	,	,	PUNCT
ajst-1825	15	16	c4	c4	NOUN
ajst-1825	15	17	olefins	olefin	NOUN
ajst-1825	15	18	and	and	CCONJ
ajst-1825	15	19	their	their	PRON
ajst-1825	15	20	co	co	NOUN
ajst-1825	15	21	cracking	crack	VERB
ajst-1825	15	22	in	in	ADP
ajst-1825	15	23	a	a	DET
ajst-1825	15	24	fixed	fix	VERB
ajst-1825	15	25	bed	bed	NOUN
ajst-1825	15	26	reactor	reactor	NOUN
ajst-1825	15	27	,	,	PUNCT
ajst-1825	15	28	explained	explain	VERB
ajst-1825	15	29	the	the	DET
ajst-1825	15	30	problems	problem	NOUN
ajst-1825	15	31	such	such	ADJ
ajst-1825	15	32	as	as	ADP
ajst-1825	15	33	reaction	reaction	NOUN
ajst-1825	15	34	induction	induction	NOUN
ajst-1825	15	35	period	period	NOUN
ajst-1825	15	36	,	,	PUNCT
ajst-1825	15	37	catalyst	catalyst	NOUN
ajst-1825	15	38	stability	stability	NOUN
ajst-1825	15	39	,	,	PUNCT
ajst-1825	15	40	and	and	CCONJ
ajst-1825	15	41	changes	change	NOUN
ajst-1825	15	42	in	in	ADP
ajst-1825	15	43	low	low	ADJ
ajst-1825	15	44	-	-	PUNCT
ajst-1825	15	45	carbon	carbon	NOUN
ajst-1825	15	46	olefins	olefin	NOUN
ajst-1825	15	47	yield	yield	NOUN
ajst-1825	15	48	caused	cause	VERB
ajst-1825	15	49	by	by	ADP
ajst-1825	15	50	co	co	NOUN
ajst-1825	15	51	cracking	crack	VERB
ajst-1825	15	52	,	,	PUNCT
ajst-1825	15	53	and	and	CCONJ
ajst-1825	15	54	analyzed	analyze	VERB
ajst-1825	15	55	the	the	DET
ajst-1825	15	56	performance	performance	NOUN
ajst-1825	15	57	of	of	ADP
ajst-1825	15	58	the	the	DET
ajst-1825	15	59	co	co	X
ajst-1825	15	60	cracking	crack	VERB
ajst-1825	15	61	catalyst	catalyst	NOUN
ajst-1825	15	62	and	and	CCONJ
ajst-1825	15	63	the	the	DET
ajst-1825	15	64	application	application	NOUN
ajst-1825	15	65	prospect	prospect	NOUN
ajst-1825	15	66	of	of	ADP
ajst-1825	15	67	the	the	DET
ajst-1825	15	68	co	co	X
ajst-1825	15	69	cracking	cracking	NOUN
ajst-1825	15	70	process	process	NOUN
ajst-1825	15	71	.	.	PUNCT
ajst-1825	16	1	yufeng	yufeng	PROPN
ajst-1825	16	2	pang	pang	PROPN
ajst-1825	16	3	[	[	X
ajst-1825	16	4	5	5	NUM
ajst-1825	16	5	]	]	PUNCT
ajst-1825	16	6	studied	study	VERB
ajst-1825	16	7	the	the	DET
ajst-1825	16	8	dehydrogenation	dehydrogenation	NOUN
ajst-1825	16	9	performance	performance	NOUN
ajst-1825	16	10	of	of	ADP
ajst-1825	16	11	the	the	DET
ajst-1825	16	12	fcc	fcc	PROPN
ajst-1825	16	13	waste	waste	PROPN
ajst-1825	16	14	catalyst	catalyst	NOUN
ajst-1825	16	15	supported	support	VERB
ajst-1825	16	16	catalyst	catalyst	NOUN
ajst-1825	16	17	and	and	CCONJ
ajst-1825	16	18	the	the	DET
ajst-1825	16	19	supported	support	VERB
ajst-1825	16	20	vox	vox	PROPN
ajst-1825	16	21	/	/	SYM
ajst-1825	16	22	al2o3	al2o3	PROPN
ajst-1825	16	23	catalyst	catalyst	NOUN
ajst-1825	16	24	.	.	PUNCT
ajst-1825	17	1	he	he	PRON
ajst-1825	17	2	prepared	prepare	VERB
ajst-1825	17	3	the	the	DET
ajst-1825	17	4	fcc	fcc	PROPN
ajst-1825	17	5	waste	waste	PROPN
ajst-1825	17	6	catalyst	catalyst	NOUN
ajst-1825	17	7	supported	support	VERB
ajst-1825	17	8	catalyst	catalyst	NOUN
ajst-1825	17	9	by	by	ADP
ajst-1825	17	10	hightemperature	hightemperature	NOUN
ajst-1825	17	11	solid	solid	ADJ
ajst-1825	17	12	phase	phase	NOUN
ajst-1825	17	13	diffusion	diffusion	NOUN
ajst-1825	17	14	method	method	NOUN
ajst-1825	17	15	and	and	CCONJ
ajst-1825	17	16	the	the	DET
ajst-1825	17	17	vox	vox	PROPN
ajst-1825	17	18	/	/	SYM
ajst-1825	17	19	al2o3	al2o3	PROPN
ajst-1825	17	20	catalyst	catalyst	NOUN
ajst-1825	17	21	by	by	ADP
ajst-1825	17	22	impregnation	impregnation	NOUN
ajst-1825	17	23	method	method	NOUN
ajst-1825	17	24	to	to	PART
ajst-1825	17	25	prepare	prepare	VERB
ajst-1825	17	26	c4	c4	NOUN
ajst-1825	17	27	olefins	olefin	NOUN
ajst-1825	17	28	.	.	PUNCT
ajst-1825	18	1	however	however	ADV
ajst-1825	18	2	,	,	PUNCT
ajst-1825	18	3	it	it	PRON
ajst-1825	18	4	is	be	AUX
ajst-1825	18	5	still	still	ADV
ajst-1825	18	6	insufficient	insufficient	ADJ
ajst-1825	18	7	to	to	PART
ajst-1825	18	8	meet	meet	VERB
ajst-1825	18	9	the	the	DET
ajst-1825	18	10	demand	demand	NOUN
ajst-1825	18	11	for	for	ADP
ajst-1825	18	12	c4	c4	NOUN
ajst-1825	18	13	olefins	olefin	NOUN
ajst-1825	18	14	in	in	ADP
ajst-1825	18	15	china	china	PROPN
ajst-1825	18	16	's	's	PART
ajst-1825	18	17	industry	industry	NOUN
ajst-1825	18	18	.	.	PUNCT
ajst-1825	19	1	ethanol	ethanol	NOUN
ajst-1825	19	2	coupling	coupling	NOUN
ajst-1825	19	3	is	be	AUX
ajst-1825	19	4	a	a	DET
ajst-1825	19	5	commonly	commonly	ADV
ajst-1825	19	6	used	use	VERB
ajst-1825	19	7	method	method	NOUN
ajst-1825	19	8	to	to	PART
ajst-1825	19	9	prepare	prepare	VERB
ajst-1825	19	10	c4	c4	NOUN
ajst-1825	19	11	olefins	olefin	NOUN
ajst-1825	19	12	,	,	PUNCT
ajst-1825	19	13	but	but	CCONJ
ajst-1825	19	14	under	under	ADP
ajst-1825	19	15	some	some	DET
ajst-1825	19	16	reaction	reaction	NOUN
ajst-1825	19	17	conditions	condition	NOUN
ajst-1825	19	18	,	,	PUNCT
ajst-1825	19	19	the	the	DET
ajst-1825	19	20	conversion	conversion	NOUN
ajst-1825	19	21	of	of	ADP
ajst-1825	19	22	ethanol	ethanol	NOUN
ajst-1825	19	23	and	and	CCONJ
ajst-1825	19	24	the	the	DET
ajst-1825	19	25	selectivity	selectivity	NOUN
ajst-1825	19	26	of	of	ADP
ajst-1825	19	27	c4	c4	NOUN
ajst-1825	19	28	olefins	olefin	NOUN
ajst-1825	19	29	are	be	AUX
ajst-1825	19	30	not	not	PART
ajst-1825	19	31	very	very	ADV
ajst-1825	19	32	ideal	ideal	ADJ
ajst-1825	19	33	.	.	PUNCT
ajst-1825	20	1	among	among	ADP
ajst-1825	20	2	them	they	PRON
ajst-1825	20	3	,	,	PUNCT
ajst-1825	20	4	the	the	DET
ajst-1825	20	5	reaction	reaction	NOUN
ajst-1825	20	6	temperature	temperature	NOUN
ajst-1825	20	7	,	,	PUNCT
ajst-1825	20	8	the	the	DET
ajst-1825	20	9	type	type	NOUN
ajst-1825	20	10	of	of	ADP
ajst-1825	20	11	catalyst	catalyst	NOUN
ajst-1825	20	12	,	,	PUNCT
ajst-1825	20	13	and	and	CCONJ
ajst-1825	20	14	the	the	DET
ajst-1825	20	15	way	way	NOUN
ajst-1825	20	16	of	of	ADP
ajst-1825	20	17	catalyst	catalyst	NOUN
ajst-1825	20	18	loading	loading	NOUN
ajst-1825	20	19	will	will	AUX
ajst-1825	20	20	affect	affect	VERB
ajst-1825	20	21	the	the	DET
ajst-1825	20	22	conversion	conversion	NOUN
ajst-1825	20	23	of	of	ADP
ajst-1825	20	24	ethanol	ethanol	NOUN
ajst-1825	20	25	and	and	CCONJ
ajst-1825	20	26	the	the	DET
ajst-1825	20	27	selectivity	selectivity	NOUN
ajst-1825	20	28	of	of	ADP
ajst-1825	20	29	c4	c4	NOUN
ajst-1825	20	30	olefins	olefin	NOUN
ajst-1825	20	31	.	.	PUNCT
ajst-1825	21	1	therefore	therefore	ADV
ajst-1825	21	2	,	,	PUNCT
ajst-1825	21	3	we	we	PRON
ajst-1825	21	4	studied	study	VERB
ajst-1825	21	5	its	its	PRON
ajst-1825	21	6	ethanol	ethanol	NOUN
ajst-1825	21	7	coupling	coupling	NOUN
ajst-1825	21	8	to	to	PART
ajst-1825	21	9	produce	produce	VERB
ajst-1825	21	10	c4	c4	NOUN
ajst-1825	21	11	olefins	olefin	NOUN
ajst-1825	21	12	based	base	VERB
ajst-1825	21	13	on	on	ADP
ajst-1825	21	14	the	the	DET
ajst-1825	21	15	experimental	experimental	ADJ
ajst-1825	21	16	results	result	NOUN
ajst-1825	21	17	,	,	PUNCT
ajst-1825	21	18	analyzed	analyze	VERB
ajst-1825	21	19	the	the	DET
ajst-1825	21	20	conversion	conversion	NOUN
ajst-1825	21	21	of	of	ADP
ajst-1825	21	22	ethanol	ethanol	NOUN
ajst-1825	21	23	and	and	CCONJ
ajst-1825	21	24	the	the	DET
ajst-1825	21	25	selectivity	selectivity	NOUN
ajst-1825	21	26	of	of	ADP
ajst-1825	21	27	c4	c4	NOUN
ajst-1825	21	28	olefins	olefin	NOUN
ajst-1825	21	29	in	in	ADP
ajst-1825	21	30	terms	term	NOUN
ajst-1825	21	31	of	of	ADP
ajst-1825	21	32	reaction	reaction	NOUN
ajst-1825	21	33	temperature	temperature	NOUN
ajst-1825	21	34	,	,	PUNCT
ajst-1825	21	35	catalyst	catalyst	NOUN
ajst-1825	21	36	type	type	NOUN
ajst-1825	21	37	and	and	CCONJ
ajst-1825	21	38	catalyst	catalyst	NOUN
ajst-1825	21	39	loading	loading	NOUN
ajst-1825	21	40	mode	mode	NOUN
ajst-1825	21	41	,	,	PUNCT
ajst-1825	21	42	and	and	CCONJ
ajst-1825	21	43	formulated	formulate	VERB
ajst-1825	21	44	a	a	DET
ajst-1825	21	45	reasonable	reasonable	ADJ
ajst-1825	21	46	and	and	CCONJ
ajst-1825	21	47	efficient	efficient	ADJ
ajst-1825	21	48	reaction	reaction	NOUN
ajst-1825	21	49	scheme	scheme	NOUN
ajst-1825	21	50	to	to	PART
ajst-1825	21	51	maximize	maximize	VERB
ajst-1825	21	52	the	the	DET
ajst-1825	21	53	production	production	NOUN
ajst-1825	21	54	of	of	ADP
ajst-1825	21	55	c4	c4	NOUN
ajst-1825	21	56	olefins	olefin	NOUN
ajst-1825	21	57	,	,	PUNCT
ajst-1825	21	58	so	so	SCONJ
ajst-1825	21	59	as	as	SCONJ
ajst-1825	21	60	to	to	PART
ajst-1825	21	61	select	select	VERB
ajst-1825	21	62	the	the	DET
ajst-1825	21	63	best	good	ADJ
ajst-1825	21	64	reaction	reaction	NOUN
ajst-1825	21	65	scheme	scheme	NOUN
ajst-1825	21	66	.	.	PUNCT
ajst-1825	22	1	2	2	X
ajst-1825	22	2	.	.	X
ajst-1825	22	3	data	datum	NOUN
ajst-1825	22	4	sources	source	NOUN
ajst-1825	22	5	and	and	CCONJ
ajst-1825	22	6	model	model	NOUN
ajst-1825	22	7	assumptions	assumption	VERB
ajst-1825	22	8	the	the	DET
ajst-1825	22	9	data	datum	NOUN
ajst-1825	22	10	in	in	ADP
ajst-1825	22	11	this	this	DET
ajst-1825	22	12	paper	paper	NOUN
ajst-1825	22	13	comes	come	VERB
ajst-1825	22	14	from	from	ADP
ajst-1825	22	15	the	the	DET
ajst-1825	22	16	2021	2021	NUM
ajst-1825	22	17	national	national	PROPN
ajst-1825	22	18	undergraduate	undergraduate	PROPN
ajst-1825	22	19	mathematical	mathematical	PROPN
ajst-1825	22	20	modeling	modeling	NOUN
ajst-1825	22	21	contest	contest	NOUN
ajst-1825	22	22	question	question	NOUN
ajst-1825	22	23	b.	b.	NOUN
ajst-1825	22	24	in	in	ADP
ajst-1825	22	25	order	order	NOUN
ajst-1825	22	26	to	to	PART
ajst-1825	22	27	solve	solve	VERB
ajst-1825	22	28	the	the	DET
ajst-1825	22	29	problem	problem	NOUN
ajst-1825	22	30	,	,	PUNCT
ajst-1825	22	31	the	the	DET
ajst-1825	22	32	research	research	NOUN
ajst-1825	22	33	process	process	NOUN
ajst-1825	22	34	in	in	ADP
ajst-1825	22	35	this	this	DET
ajst-1825	22	36	paper	paper	NOUN
ajst-1825	22	37	is	be	AUX
ajst-1825	22	38	based	base	VERB
ajst-1825	22	39	on	on	ADP
ajst-1825	22	40	the	the	DET
ajst-1825	22	41	following	follow	VERB
ajst-1825	22	42	assumptions	assumption	NOUN
ajst-1825	22	43	:	:	PUNCT
ajst-1825	22	44	①	①	NUM
ajst-1825	22	45	the	the	DET
ajst-1825	22	46	amount	amount	NOUN
ajst-1825	22	47	of	of	ADP
ajst-1825	22	48	raw	raw	ADJ
ajst-1825	22	49	materials	material	NOUN
ajst-1825	22	50	passing	pass	VERB
ajst-1825	22	51	through	through	ADP
ajst-1825	22	52	the	the	DET
ajst-1825	22	53	unit	unit	NOUN
ajst-1825	22	54	catalyst	catalyst	NOUN
ajst-1825	22	55	in	in	ADP
ajst-1825	22	56	unit	unit	NOUN
ajst-1825	22	57	time	time	NOUN
ajst-1825	22	58	in	in	ADP
ajst-1825	22	59	the	the	DET
ajst-1825	22	60	chemical	chemical	NOUN
ajst-1825	22	61	reaction	reaction	NOUN
ajst-1825	22	62	process	process	NOUN
ajst-1825	22	63	is	be	AUX
ajst-1825	22	64	unchanged	unchanged	ADJ
ajst-1825	22	65	;	;	PUNCT
ajst-1825	22	66	②	②	NUM
ajst-1825	22	67	when	when	SCONJ
ajst-1825	22	68	the	the	DET
ajst-1825	22	69	experiment	experiment	NOUN
ajst-1825	22	70	was	be	AUX
ajst-1825	22	71	stopped	stop	VERB
ajst-1825	22	72	at	at	ADP
ajst-1825	22	73	a	a	DET
ajst-1825	22	74	certain	certain	ADJ
ajst-1825	22	75	time	time	NOUN
ajst-1825	22	76	,	,	PUNCT
ajst-1825	22	77	the	the	DET
ajst-1825	22	78	reaction	reaction	NOUN
ajst-1825	22	79	stopped	stop	VERB
ajst-1825	22	80	immediately	immediately	ADV
ajst-1825	22	81	;	;	PUNCT
ajst-1825	22	82	③	③	X
ajst-1825	22	83	at	at	ADP
ajst-1825	22	84	the	the	DET
ajst-1825	22	85	initial	initial	ADJ
ajst-1825	22	86	stage	stage	NOUN
ajst-1825	22	87	of	of	ADP
ajst-1825	22	88	the	the	DET
ajst-1825	22	89	reaction	reaction	NOUN
ajst-1825	22	90	,	,	PUNCT
ajst-1825	22	91	the	the	DET
ajst-1825	22	92	catalyst	catalyst	NOUN
ajst-1825	22	93	is	be	AUX
ajst-1825	22	94	in	in	ADP
ajst-1825	22	95	full	full	ADJ
ajst-1825	22	96	contact	contact	NOUN
ajst-1825	22	97	with	with	ADP
ajst-1825	22	98	the	the	DET
ajst-1825	22	99	reactants	reactant	NOUN
ajst-1825	22	100	;	;	PUNCT
ajst-1825	22	101	④	④	NUM
ajst-1825	22	102	the	the	DET
ajst-1825	22	103	reaction	reaction	NOUN
ajst-1825	22	104	time	time	NOUN
ajst-1825	22	105	of	of	ADP
ajst-1825	22	106	each	each	DET
ajst-1825	22	107	group	group	NOUN
ajst-1825	22	108	was	be	AUX
ajst-1825	22	109	the	the	DET
ajst-1825	22	110	same	same	ADJ
ajst-1825	22	111	.	.	PUNCT
ajst-1825	23	1	3	3	X
ajst-1825	23	2	.	.	X
ajst-1825	23	3	determine	determine	VERB
ajst-1825	23	4	the	the	DET
ajst-1825	23	5	relationship	relationship	NOUN
ajst-1825	23	6	between	between	ADP
ajst-1825	23	7	ethanol	ethanol	NOUN
ajst-1825	23	8	conversion	conversion	NOUN
ajst-1825	23	9	,	,	PUNCT
ajst-1825	23	10	c4	c4	NOUN
ajst-1825	23	11	olefins	olefin	NOUN
ajst-1825	23	12	selectivity	selectivity	NOUN
ajst-1825	23	13	and	and	CCONJ
ajst-1825	23	14	temperature	temperature	NOUN
ajst-1825	23	15	based	base	VERB
ajst-1825	23	16	on	on	ADP
ajst-1825	23	17	pearson	pearson	PROPN
ajst-1825	23	18	correlation	correlation	NOUN
ajst-1825	23	19	coefficient	coefficient	NOUN
ajst-1825	23	20	3.1	3.1	NUM
ajst-1825	23	21	.	.	PUNCT
ajst-1825	24	1	research	research	NOUN
ajst-1825	24	2	ideas	idea	NOUN
ajst-1825	24	3	for	for	ADP
ajst-1825	24	4	different	different	ADJ
ajst-1825	24	5	catalyst	catalyst	NOUN
ajst-1825	24	6	combinations	combination	NOUN
ajst-1825	24	7	in	in	ADP
ajst-1825	24	8	annex	annex	NOUN
ajst-1825	24	9	1	1	NUM
ajst-1825	24	10	,	,	PUNCT
ajst-1825	24	11	the	the	DET
ajst-1825	24	12	relationship	relationship	NOUN
ajst-1825	24	13	between	between	ADP
ajst-1825	24	14	ethanol	ethanol	NOUN
ajst-1825	24	15	conversion	conversion	NOUN
ajst-1825	24	16	,	,	PUNCT
ajst-1825	24	17	c4	c4	NOUN
ajst-1825	24	18	olefins	olefin	NOUN
ajst-1825	24	19	selectivity	selectivity	NOUN
ajst-1825	24	20	and	and	CCONJ
ajst-1825	24	21	temperature	temperature	NOUN
ajst-1825	24	22	was	be	AUX
ajst-1825	24	23	studied	study	VERB
ajst-1825	24	24	respectively	respectively	ADV
ajst-1825	24	25	.	.	PUNCT
ajst-1825	25	1	under	under	ADP
ajst-1825	25	2	different	different	ADJ
ajst-1825	25	3	catalyst	catalyst	NOUN
ajst-1825	25	4	combinations	combination	NOUN
ajst-1825	25	5	,	,	PUNCT
ajst-1825	25	6	the	the	DET
ajst-1825	25	7	pearson	pearson	NOUN
ajst-1825	25	8	correlation	correlation	NOUN
ajst-1825	25	9	coefficients	coefficient	NOUN
ajst-1825	25	10	between	between	ADP
ajst-1825	25	11	temperature	temperature	NOUN
ajst-1825	25	12	and	and	CCONJ
ajst-1825	25	13	ethanol	ethanol	NOUN
ajst-1825	25	14	conversion	conversion	NOUN
ajst-1825	25	15	,	,	PUNCT
ajst-1825	25	16	c4	c4	NOUN
ajst-1825	25	17	olefins	olefin	NOUN
ajst-1825	25	18	selectivity	selectivity	NOUN
ajst-1825	25	19	were	be	AUX
ajst-1825	25	20	calculated	calculate	VERB
ajst-1825	25	21	using	use	VERB
ajst-1825	25	22	spss	spss	PROPN
ajst-1825	25	23	software	software	NOUN
ajst-1825	25	24	,	,	PUNCT
ajst-1825	25	25	and	and	CCONJ
ajst-1825	25	26	the	the	DET
ajst-1825	25	27	results	result	NOUN
ajst-1825	25	28	were	be	AUX
ajst-1825	25	29	analyzed	analyze	VERB
ajst-1825	25	30	.	.	PUNCT
ajst-1825	26	1	then	then	ADV
ajst-1825	26	2	the	the	DET
ajst-1825	26	3	influence	influence	NOUN
ajst-1825	26	4	of	of	ADP
ajst-1825	26	5	the	the	DET
ajst-1825	26	6	reaction	reaction	NOUN
ajst-1825	26	7	time	time	NOUN
ajst-1825	26	8	of	of	ADP
ajst-1825	26	9	a	a	DET
ajst-1825	26	10	certain	certain	ADJ
ajst-1825	26	11	catalyst	catalyst	NOUN
ajst-1825	26	12	combination	combination	NOUN
ajst-1825	26	13	at	at	ADP
ajst-1825	26	14	350	350	NUM
ajst-1825	26	15	℃	℃	PROPN
ajst-1825	26	16	on	on	ADP
ajst-1825	26	17	the	the	DET
ajst-1825	26	18	reaction	reaction	NOUN
ajst-1825	26	19	products	product	NOUN
ajst-1825	26	20	and	and	CCONJ
ajst-1825	26	21	c4	c4	NOUN
ajst-1825	26	22	olefins	olefin	NOUN
ajst-1825	26	23	yield	yield	NOUN
ajst-1825	26	24	was	be	AUX
ajst-1825	26	25	systematically	systematically	ADV
ajst-1825	26	26	analyzed	analyze	VERB
ajst-1825	26	27	using	use	VERB
ajst-1825	26	28	matlab	matlab	PROPN
ajst-1825	26	29	.	.	PROPN
ajst-1825	27	1	3.2	3.2	NUM
ajst-1825	27	2	.	.	PUNCT
ajst-1825	28	1	research	research	NOUN
ajst-1825	28	2	methods	method	NOUN
ajst-1825	28	3	pearson	pearson	PROPN
ajst-1825	28	4	correlation	correlation	NOUN
ajst-1825	28	5	coefficient	coefficient	NOUN
ajst-1825	28	6	between	between	ADP
ajst-1825	28	7	two	two	NUM
ajst-1825	28	8	variables	variable	NOUN
ajst-1825	28	9	is	be	AUX
ajst-1825	28	10	defined	define	VERB
ajst-1825	28	11	as	as	ADP
ajst-1825	28	12	the	the	DET
ajst-1825	28	13	quotient	quotient	NOUN
ajst-1825	28	14	of	of	ADP
ajst-1825	28	15	covariance	covariance	NOUN
ajst-1825	28	16	and	and	CCONJ
ajst-1825	28	17	standard	standard	ADJ
ajst-1825	28	18	deviation	deviation	NOUN
ajst-1825	28	19	between	between	ADP
ajst-1825	28	20	two	two	NUM
ajst-1825	28	21	variables	variable	NOUN
ajst-1825	28	22	[	[	X
ajst-1825	28	23	6	6	NUM
ajst-1825	28	24	]	]	PUNCT
ajst-1825	28	25	:	:	PUNCT
ajst-1825	28	26	yx	yx	PROPN
ajst-1825	28	27	yx	yx	PROPN
ajst-1825	28	28	yx	yx	PROPN
ajst-1825	28	29	yxeyx	yxeyx	PROPN
ajst-1825	28	30	yx	yx	PROPN
ajst-1825	28	31			NOUN
ajst-1825	28	32			ADP
ajst-1825	28	33			X
ajst-1825	28	34			ADP
ajst-1825	28	35	)	)	PUNCT
ajst-1825	28	36	]	]	PUNCT
ajst-1825	28	37	)	)	PUNCT
ajst-1825	29	1	(	(	PUNCT
ajst-1825	29	2	[	[	X
ajst-1825	29	3	(	(	PUNCT
ajst-1825	29	4	)	)	PUNCT
ajst-1825	29	5	,	,	PUNCT
ajst-1825	29	6	cov	cov	PROPN
ajst-1825	29	7	(	(	PUNCT
ajst-1825	29	8	)	)	PUNCT
ajst-1825	29	9	,	,	PUNCT
ajst-1825	29	10	(	(	PUNCT
ajst-1825	29	11			ADP
ajst-1825	29	12			NUM
ajst-1825	29	13	  	  	SPACE
ajst-1825	29	14	the	the	DET
ajst-1825	29	15	above	above	ADJ
ajst-1825	29	16	formula	formula	NOUN
ajst-1825	29	17	defines	define	VERB
ajst-1825	29	18	the	the	DET
ajst-1825	29	19	overall	overall	ADJ
ajst-1825	29	20	correlation	correlation	NOUN
ajst-1825	29	21	coefficient	coefficient	NOUN
ajst-1825	29	22	,	,	PUNCT
ajst-1825	29	23	which	which	PRON
ajst-1825	29	24	is	be	AUX
ajst-1825	29	25	usually	usually	ADV
ajst-1825	29	26	written	write	VERB
ajst-1825	29	27	in	in	ADP
ajst-1825	29	28	greek	greek	ADJ
ajst-1825	29	29	small	small	ADJ
ajst-1825	29	30	letters	letter	NOUN
ajst-1825	29	31	ρ	ρ	NOUN
ajst-1825	29	32	51	51	NUM
ajst-1825	29	33	as	as	ADP
ajst-1825	29	34	a	a	DET
ajst-1825	29	35	representative	representative	ADJ
ajst-1825	29	36	symbol	symbol	NOUN
ajst-1825	29	37	.	.	PUNCT
ajst-1825	30	1	the	the	DET
ajst-1825	30	2	pearson	pearson	PROPN
ajst-1825	30	3	correlation	correlation	NOUN
ajst-1825	30	4	coefficient	coefficient	NOUN
ajst-1825	30	5	r	r	NOUN
ajst-1825	30	6	can	can	AUX
ajst-1825	30	7	be	be	AUX
ajst-1825	30	8	obtained	obtain	VERB
ajst-1825	30	9	by	by	ADP
ajst-1825	30	10	estimating	estimate	VERB
ajst-1825	30	11	the	the	DET
ajst-1825	30	12	covariance	covariance	NOUN
ajst-1825	30	13	and	and	CCONJ
ajst-1825	30	14	standard	standard	ADJ
ajst-1825	30	15	deviation	deviation	NOUN
ajst-1825	30	16	of	of	ADP
ajst-1825	30	17	the	the	DET
ajst-1825	30	18	sample	sample	NOUN
ajst-1825	30	19			ADJ
ajst-1825	30	20			X
ajst-1825	30	21			NUM
ajst-1825	30	22			NUM
ajst-1825	30	23			NUM
ajst-1825	30	24			PROPN
ajst-1825	30	25			NUM
ajst-1825	30	26	n	n	INTJ
ajst-1825	30	27	i	i	PRON
ajst-1825	30	28	i	i	PRON
ajst-1825	31	1	n	n	VERB
ajst-1825	32	1	i	i	PRON
ajst-1825	32	2	i	i	PRON
ajst-1825	32	3	n	n	VERB
ajst-1825	33	1	i	i	NOUN
ajst-1825	33	2	ii	ii	PROPN
ajst-1825	34	1	yyxx	yyxx	PROPN
ajst-1825	34	2	yyxx	yyxx	PROPN
ajst-1825	34	3	r	r	NOUN
ajst-1825	34	4	1	1	NUM
ajst-1825	34	5	2	2	NUM
ajst-1825	34	6	1	1	NUM
ajst-1825	34	7	2	2	NUM
ajst-1825	34	8	1	1	NUM
ajst-1825	34	9	)	)	PUNCT
ajst-1825	34	10	(	(	PUNCT
ajst-1825	34	11	)	)	PUNCT
ajst-1825	34	12	(	(	PUNCT
ajst-1825	34	13	)	)	PUNCT
ajst-1825	34	14	)	)	PUNCT
ajst-1825	34	15	(	(	PUNCT
ajst-1825	34	16	(	(	PUNCT
ajst-1825	34	17	suppose	suppose	VERB
ajst-1825	34	18	there	there	PRON
ajst-1825	34	19	are	be	VERB
ajst-1825	34	20	two	two	NUM
ajst-1825	34	21	sets	set	NOUN
ajst-1825	34	22	of	of	ADP
ajst-1825	34	23	data	datum	NOUN
ajst-1825	34	24			PROPN
ajst-1825	34	25	nxxxx	nxxxx	PROPN
ajst-1825	34	26	,	,	PUNCT
ajst-1825	34	27	,	,	PUNCT
ajst-1825	34	28	,	,	PUNCT
ajst-1825	34	29	:	:	PUNCT
ajst-1825	34	30	21	21	NUM
ajst-1825	34	31	�	�	PROPN
ajst-1825	34	32	and	and	CCONJ
ajst-1825	34	33			PROPN
ajst-1825	34	34	nyyyy	nyyyy	PROPN
ajst-1825	34	35	,	,	PUNCT
ajst-1825	34	36	,	,	PUNCT
ajst-1825	34	37	,	,	PUNCT
ajst-1825	34	38	:	:	PUNCT
ajst-1825	34	39	21	21	NUM
ajst-1825	34	40	�	�	NOUN
ajst-1825	34	41	sample	sample	NOUN
ajst-1825	34	42	mean	mean	VERB
ajst-1825	34	43	:	:	PUNCT
ajst-1825	34	44	n	n	X
ajst-1825	34	45	x	x	SYM
ajst-1825	34	46	x	x	SYM
ajst-1825	34	47	n	n	X
ajst-1825	34	48	i	i	PRON
ajst-1825	34	49	i	i	PROPN
ajst-1825	34	50			NUM
ajst-1825	34	51	1	1	NUM
ajst-1825	34	52	,	,	PUNCT
ajst-1825	34	53	n	n	PROPN
ajst-1825	34	54	y	y	PROPN
ajst-1825	34	55	y	y	PROPN
ajst-1825	35	1	n	n	CCONJ
ajst-1825	35	2	i	i	PRON
ajst-1825	35	3	i	i	VERB
ajst-1825	35	4			NUM
ajst-1825	35	5	1	1	NUM
ajst-1825	35	6	sample	sample	NOUN
ajst-1825	35	7	covariance	covariance	NOUN
ajst-1825	35	8	[	[	X
ajst-1825	35	9	7	7	NUM
ajst-1825	35	10	]	]	SYM
ajst-1825	35	11	:	:	PUNCT
ajst-1825	35	12	1	1	NUM
ajst-1825	35	13	)	)	PUNCT
ajst-1825	35	14	)	)	PUNCT
ajst-1825	35	15	(	(	PUNCT
ajst-1825	35	16	(	(	PUNCT
ajst-1825	35	17	)	)	PUNCT
ajst-1825	35	18	,	,	PUNCT
ajst-1825	35	19	cov	cov	X
ajst-1825	35	20	(	(	PUNCT
ajst-1825	35	21	1	1	NUM
ajst-1825	35	22			X
ajst-1825	35	23			NUM
ajst-1825	35	24			NUM
ajst-1825	35	25			NUM
ajst-1825	36	1			NUM
ajst-1825	36	2	n	n	PRON
ajst-1825	36	3	yyxx	yyxx	NOUN
ajst-1825	36	4	yx	yx	PROPN
ajst-1825	37	1	n	n	PROPN
ajst-1825	38	1	i	i	PROPN
ajst-1825	38	2	ii	ii	PROPN
ajst-1825	38	3	pearson	pearson	PROPN
ajst-1825	38	4	correlation	correlation	NOUN
ajst-1825	38	5	coefficient	coefficient	NOUN
ajst-1825	38	6	of	of	ADP
ajst-1825	38	7	sample	sample	NOUN
ajst-1825	38	8	:	:	PUNCT
ajst-1825	39	1	yx	yx	X
ajst-1825	39	2	xy	xy	PROPN
ajst-1825	39	3	ss	ss	PROPN
ajst-1825	39	4	yx	yx	NOUN
ajst-1825	39	5	r	r	NOUN
ajst-1825	39	6	)	)	PUNCT
ajst-1825	39	7	,	,	PUNCT
ajst-1825	39	8	cov	cov	PROPN
ajst-1825	39	9	(	(	PUNCT
ajst-1825	39	10			NUM
ajst-1825	39	11	where	where	SCONJ
ajst-1825	39	12	,	,	PUNCT
ajst-1825	39	13	xs	xs	PROPN
ajst-1825	39	14	(	(	PUNCT
ajst-1825	39	15	sigma	sigma	NOUN
ajst-1825	39	16	x	x	X
ajst-1825	39	17	)	)	PUNCT
ajst-1825	39	18	is	be	AUX
ajst-1825	39	19	the	the	DET
ajst-1825	39	20	standard	standard	ADJ
ajst-1825	39	21	deviation	deviation	NOUN
ajst-1825	39	22	of	of	ADP
ajst-1825	39	23	the	the	DET
ajst-1825	39	24	sample	sample	NOUN
ajst-1825	39	25	,	,	PUNCT
ajst-1825	39	26	1	1	NUM
ajst-1825	39	27	)	)	PUNCT
ajst-1825	39	28	(	(	PUNCT
ajst-1825	39	29	1	1	NUM
ajst-1825	39	30	2	2	NUM
ajst-1825	39	31			PROPN
ajst-1825	39	32			NOUN
ajst-1825	39	33			PRON
ajst-1825	39	34			X
ajst-1825	40	1			NOUN
ajst-1825	41	1	n	n	ADP
ajst-1825	41	2	xx	xx	NUM
ajst-1825	41	3	s	s	NOUN
ajst-1825	41	4	n	n	PRON
ajst-1825	41	5	i	i	PRON
ajst-1825	41	6	i	i	INTJ
ajst-1825	41	7	x	x	INTJ
ajst-1825	41	8	,	,	PUNCT
ajst-1825	41	9	similarly	similarly	ADV
ajst-1825	41	10	1	1	NUM
ajst-1825	41	11	)	)	PUNCT
ajst-1825	41	12	(	(	PUNCT
ajst-1825	41	13	1	1	NUM
ajst-1825	41	14	2	2	NUM
ajst-1825	41	15			PROPN
ajst-1825	41	16			NOUN
ajst-1825	41	17			PRON
ajst-1825	41	18			X
ajst-1825	42	1			NOUN
ajst-1825	43	1	n	n	INTJ
ajst-1825	43	2	yy	yy	PROPN
ajst-1825	43	3	s	s	VERB
ajst-1825	43	4	n	n	INTJ
ajst-1825	44	1	i	i	PRON
ajst-1825	44	2	i	i	INTJ
ajst-1825	44	3	y	y	PROPN
ajst-1825	44	4	,	,	PUNCT
ajst-1825	44	5	the	the	DET
ajst-1825	44	6	relationship	relationship	NOUN
ajst-1825	44	7	between	between	ADP
ajst-1825	44	8	two	two	NUM
ajst-1825	44	9	data	data	NOUN
ajst-1825	44	10	objects	object	NOUN
ajst-1825	44	11	can	can	AUX
ajst-1825	44	12	be	be	AUX
ajst-1825	44	13	judged	judge	VERB
ajst-1825	44	14	by	by	ADP
ajst-1825	44	15	correlation	correlation	NOUN
ajst-1825	44	16	coefficient	coefficient	NOUN
ajst-1825	44	17	.	.	PUNCT
ajst-1825	45	1	through	through	ADP
ajst-1825	45	2	spss	spss	PROPN
ajst-1825	45	3	,	,	PUNCT
ajst-1825	45	4	correlation	correlation	NOUN
ajst-1825	45	5	analysis	analysis	NOUN
ajst-1825	45	6	was	be	AUX
ajst-1825	45	7	conducted	conduct	VERB
ajst-1825	45	8	on	on	ADP
ajst-1825	45	9	three	three	NUM
ajst-1825	45	10	groups	group	NOUN
ajst-1825	45	11	of	of	ADP
ajst-1825	45	12	data	datum	NOUN
ajst-1825	45	13	of	of	ADP
ajst-1825	45	14	temperature	temperature	NOUN
ajst-1825	45	15	,	,	PUNCT
ajst-1825	45	16	ethanol	ethanol	NOUN
ajst-1825	45	17	conversionand	conversionand	NOUN
ajst-1825	45	18	c4	c4	NOUN
ajst-1825	45	19	olefins	olefin	VERB
ajst-1825	45	20	selectivity	selectivity	NOUN
ajst-1825	45	21	under	under	ADP
ajst-1825	45	22	different	different	ADJ
ajst-1825	45	23	catalysts	catalyst	NOUN
ajst-1825	45	24	,	,	PUNCT
ajst-1825	45	25	and	and	CCONJ
ajst-1825	45	26	the	the	DET
ajst-1825	45	27	phase	phase	NOUN
ajst-1825	45	28	relationship	relationship	NOUN
ajst-1825	45	29	coefficient	coefficient	NOUN
ajst-1825	45	30	table	table	NOUN
ajst-1825	45	31	was	be	AUX
ajst-1825	45	32	obtained	obtain	VERB
ajst-1825	45	33	,	,	PUNCT
ajst-1825	45	34	as	as	SCONJ
ajst-1825	45	35	shown	show	VERB
ajst-1825	45	36	in	in	ADP
ajst-1825	45	37	table	table	NOUN
ajst-1825	45	38	1	1	NUM
ajst-1825	45	39	.	.	PUNCT
ajst-1825	45	40	table	table	NOUN
ajst-1825	45	41	1	1	NUM
ajst-1825	45	42	.	.	PUNCT
ajst-1825	45	43	correlation	correlation	NOUN
ajst-1825	45	44	coefficient	coefficient	NOUN
ajst-1825	45	45	between	between	ADP
ajst-1825	45	46	temperature	temperature	NOUN
ajst-1825	45	47	and	and	CCONJ
ajst-1825	45	48	ethanol	ethanol	NOUN
ajst-1825	45	49	conversion	conversion	NOUN
ajst-1825	45	50	,	,	PUNCT
ajst-1825	45	51	c4	c4	NOUN
ajst-1825	45	52	olefins	olefin	NOUN
ajst-1825	45	53	selectivity	selectivity	NOUN
ajst-1825	45	54	catalyst	catalyst	NOUN
ajst-1825	45	55	combination	combination	NOUN
ajst-1825	45	56	correlation	correlation	NOUN
ajst-1825	45	57	coefficient	coefficient	NOUN
ajst-1825	45	58	between	between	ADP
ajst-1825	45	59	temperature	temperature	NOUN
ajst-1825	45	60	and	and	CCONJ
ajst-1825	45	61	ethanol	ethanol	NOUN
ajst-1825	45	62	conversion	conversion	NOUN
ajst-1825	45	63	correlation	correlation	NOUN
ajst-1825	45	64	coefficient	coefficient	NOUN
ajst-1825	45	65	between	between	ADP
ajst-1825	45	66	temperature	temperature	NOUN
ajst-1825	45	67	and	and	CCONJ
ajst-1825	45	68	c4	c4	NOUN
ajst-1825	45	69	olefins	olefin	NOUN
ajst-1825	45	70	selectivity	selectivity	NOUN
ajst-1825	45	71	a1	a1	NOUN
ajst-1825	45	72	0.965	0.965	NUM
ajst-1825	45	73	0.887	0.887	NUM
ajst-1825	45	74	a2	a2	PROPN
ajst-1825	45	75	0.995	0.995	NUM
ajst-1825	45	76	0.914	0.914	NUM
ajst-1825	45	77	a3	a3	NOUN
ajst-1825	45	78	0.982	0.982	NUM
ajst-1825	45	79	0.955	0.955	NUM
ajst-1825	45	80	a4	a4	NOUN
ajst-1825	45	81	0.998	0.998	NUM
ajst-1825	45	82	0.958	0.958	NUM
ajst-1825	45	83	a5	a5	NOUN
ajst-1825	45	84	0.913	0.913	NUM
ajst-1825	45	85	0.978	0.978	NUM
ajst-1825	45	86	a6	a6	NOUN
ajst-1825	45	87	0.984	0.984	NUM
ajst-1825	45	88	0.885	0.885	NUM
ajst-1825	45	89	a7	a7	PROPN
ajst-1825	45	90	0.999	0.999	NUM
ajst-1825	45	91	0.968	0.968	NUM
ajst-1825	45	92	a8	a8	PROPN
ajst-1825	45	93	0.977	0.977	NUM
ajst-1825	45	94	0.992	0.992	NUM
ajst-1825	45	95	a9	a9	NOUN
ajst-1825	45	96	0.921	0.921	NUM
ajst-1825	45	97	0.997	0.997	NUM
ajst-1825	45	98	a10	a10	NUM
ajst-1825	45	99	0.923	0.923	NUM
ajst-1825	45	100	0.861	0.861	NUM
ajst-1825	45	101	a11	a11	NOUN
ajst-1825	45	102	0.903	0.903	NUM
ajst-1825	45	103	0.989	0.989	NUM
ajst-1825	45	104	a12	a12	NOUN
ajst-1825	45	105	0.963	0.963	NUM
ajst-1825	45	106	0.983	0.983	NUM
ajst-1825	45	107	a13	a13	NOUN
ajst-1825	45	108	0.936	0.936	NUM
ajst-1825	45	109	0.988	0.988	NUM
ajst-1825	45	110	a14	a14	PROPN
ajst-1825	45	111	0.964	0.964	NUM
ajst-1825	45	112	0.959	0.959	NUM
ajst-1825	45	113	b1	b1	NOUN
ajst-1825	45	114	0.962	0.962	NUM
ajst-1825	45	115	0.986	0.986	NUM
ajst-1825	45	116	b2	b2	NOUN
ajst-1825	45	117	0.929	0.929	NUM
ajst-1825	45	118	0.985	0.985	NUM
ajst-1825	45	119	b3	b3	NOUN
ajst-1825	45	120	0.924	0.924	NUM
ajst-1825	45	121	0.945	0.945	NUM
ajst-1825	45	122	b4	b4	NOUN
ajst-1825	45	123	0.968	0.968	NUM
ajst-1825	45	124	0.747	0.747	NUM
ajst-1825	45	125	b5	b5	PROPN
ajst-1825	45	126	0.964	0.964	NUM
ajst-1825	45	127	0.978	0.978	NUM
ajst-1825	45	128	b6	b6	NOUN
ajst-1825	45	129	0.976	0.976	NUM
ajst-1825	45	130	0.959	0.959	NUM
ajst-1825	45	131	b7	b7	PROPN
ajst-1825	45	132	0.96	0.96	NUM
ajst-1825	45	133	0.991	0.991	NUM
ajst-1825	45	134	3.3	3.3	NUM
ajst-1825	45	135	.	.	PUNCT
ajst-1825	46	1	result	result	VERB
ajst-1825	46	2	analysis	analysis	NOUN
ajst-1825	46	3	according	accord	VERB
ajst-1825	46	4	to	to	ADP
ajst-1825	46	5	the	the	DET
ajst-1825	46	6	solution	solution	NOUN
ajst-1825	46	7	results	result	NOUN
ajst-1825	46	8	in	in	ADP
ajst-1825	46	9	table	table	NOUN
ajst-1825	46	10	1	1	NUM
ajst-1825	46	11	,	,	PUNCT
ajst-1825	46	12	under	under	ADP
ajst-1825	46	13	different	different	ADJ
ajst-1825	46	14	catalyst	catalyst	NOUN
ajst-1825	46	15	combinations	combination	NOUN
ajst-1825	46	16	,	,	PUNCT
ajst-1825	46	17	the	the	DET
ajst-1825	46	18	correlation	correlation	NOUN
ajst-1825	46	19	coefficients	coefficient	VERB
ajst-1825	46	20	between	between	ADP
ajst-1825	46	21	temperature	temperature	NOUN
ajst-1825	46	22	and	and	CCONJ
ajst-1825	46	23	ethanol	ethanol	NOUN
ajst-1825	46	24	conversionand	conversionand	NOUN
ajst-1825	46	25	c4	c4	NOUN
ajst-1825	46	26	olefins	olefin	NOUN
ajst-1825	46	27	selectivity	selectivity	NOUN
ajst-1825	46	28	are	be	AUX
ajst-1825	46	29	greater	great	ADJ
ajst-1825	46	30	than	than	ADP
ajst-1825	46	31	0.8	0.8	NUM
ajst-1825	46	32	,	,	PUNCT
ajst-1825	46	33	indicating	indicate	VERB
ajst-1825	46	34	that	that	SCONJ
ajst-1825	46	35	temperature	temperature	NOUN
ajst-1825	46	36	is	be	AUX
ajst-1825	46	37	highly	highly	ADV
ajst-1825	46	38	correlated	correlate	VERB
ajst-1825	46	39	with	with	ADP
ajst-1825	46	40	ethanol	ethanol	NOUN
ajst-1825	46	41	conversionand	conversionand	NOUN
ajst-1825	46	42	c4	c4	NOUN
ajst-1825	46	43	olefins	olefin	NOUN
ajst-1825	46	44	selectivity	selectivity	NOUN
ajst-1825	46	45	.	.	PUNCT
ajst-1825	47	1	based	base	VERB
ajst-1825	47	2	on	on	ADP
ajst-1825	47	3	the	the	DET
ajst-1825	47	4	data	datum	NOUN
ajst-1825	47	5	in	in	ADP
ajst-1825	47	6	annex	annex	NOUN
ajst-1825	47	7	1	1	NUM
ajst-1825	47	8	,	,	PUNCT
ajst-1825	47	9	it	it	PRON
ajst-1825	47	10	can	can	AUX
ajst-1825	47	11	be	be	AUX
ajst-1825	47	12	concluded	conclude	VERB
ajst-1825	47	13	that	that	SCONJ
ajst-1825	47	14	the	the	PRON
ajst-1825	47	15	higher	high	ADJ
ajst-1825	47	16	the	the	DET
ajst-1825	47	17	temperature	temperature	NOUN
ajst-1825	47	18	is	be	AUX
ajst-1825	47	19	,	,	PUNCT
ajst-1825	47	20	the	the	PRON
ajst-1825	47	21	higher	high	ADJ
ajst-1825	47	22	the	the	DET
ajst-1825	47	23	ethanol	ethanol	NOUN
ajst-1825	47	24	conversionwill	conversionwill	NOUN
ajst-1825	47	25	be	be	AUX
ajst-1825	47	26	.	.	PUNCT
ajst-1825	48	1	however	however	ADV
ajst-1825	48	2	,	,	PUNCT
ajst-1825	48	3	with	with	ADP
ajst-1825	48	4	the	the	DET
ajst-1825	48	5	increase	increase	NOUN
ajst-1825	48	6	of	of	ADP
ajst-1825	48	7	temperature	temperature	NOUN
ajst-1825	48	8	,	,	PUNCT
ajst-1825	48	9	c4	c4	NOUN
ajst-1825	48	10	olefins	olefin	NOUN
ajst-1825	48	11	will	will	AUX
ajst-1825	48	12	occur	occur	VERB
ajst-1825	48	13	as	as	ADP
ajst-1825	48	14	a	a	DET
ajst-1825	48	15	side	side	NOUN
ajst-1825	48	16	reaction	reaction	NOUN
ajst-1825	48	17	of	of	ADP
ajst-1825	48	18	reactants	reactant	NOUN
ajst-1825	48	19	,	,	PUNCT
ajst-1825	48	20	and	and	CCONJ
ajst-1825	48	21	the	the	DET
ajst-1825	48	22	temperature	temperature	NOUN
ajst-1825	48	23	also	also	ADV
ajst-1825	48	24	has	have	VERB
ajst-1825	48	25	an	an	DET
ajst-1825	48	26	impact	impact	NOUN
ajst-1825	48	27	on	on	ADP
ajst-1825	48	28	the	the	DET
ajst-1825	48	29	activity	activity	NOUN
ajst-1825	48	30	of	of	ADP
ajst-1825	48	31	the	the	DET
ajst-1825	48	32	catalyst	catalyst	NOUN
ajst-1825	48	33	.	.	PUNCT
ajst-1825	49	1	therefore	therefore	ADV
ajst-1825	49	2	,	,	PUNCT
ajst-1825	49	3	c4	c4	NOUN
ajst-1825	49	4	olefins	olefin	NOUN
ajst-1825	49	5	selectivity	selectivity	NOUN
ajst-1825	49	6	increases	increase	NOUN
ajst-1825	49	7	first	first	ADV
ajst-1825	49	8	and	and	CCONJ
ajst-1825	49	9	then	then	ADV
ajst-1825	49	10	decreases	decrease	VERB
ajst-1825	49	11	with	with	ADP
ajst-1825	49	12	the	the	DET
ajst-1825	49	13	increase	increase	NOUN
ajst-1825	49	14	of	of	ADP
ajst-1825	49	15	temperature	temperature	NOUN
ajst-1825	49	16	.	.	PUNCT
ajst-1825	50	1	at	at	ADP
ajst-1825	50	2	a	a	DET
ajst-1825	50	3	certain	certain	ADJ
ajst-1825	50	4	temperature	temperature	NOUN
ajst-1825	50	5	,	,	PUNCT
ajst-1825	50	6	c4	c4	NOUN
ajst-1825	50	7	olefins	olefin	NOUN
ajst-1825	50	8	selectivity	selectivity	NOUN
ajst-1825	50	9	reaches	reach	VERB
ajst-1825	50	10	the	the	DET
ajst-1825	50	11	maximum	maximum	NOUN
ajst-1825	50	12	.	.	PUNCT
ajst-1825	51	1	according	accord	VERB
ajst-1825	51	2	to	to	ADP
ajst-1825	51	3	the	the	DET
ajst-1825	51	4	test	test	NOUN
ajst-1825	51	5	data	datum	NOUN
ajst-1825	51	6	of	of	ADP
ajst-1825	51	7	a	a	DET
ajst-1825	51	8	certain	certain	ADJ
ajst-1825	51	9	catalyst	catalyst	NOUN
ajst-1825	51	10	combination	combination	NOUN
ajst-1825	51	11	at	at	ADP
ajst-1825	51	12	350	350	NUM
ajst-1825	51	13	degrees	degree	NOUN
ajst-1825	51	14	given	give	VERB
ajst-1825	51	15	in	in	ADP
ajst-1825	51	16	appendix	appendix	NOUN
ajst-1825	51	17	2	2	NUM
ajst-1825	51	18	,	,	PUNCT
ajst-1825	51	19	the	the	DET
ajst-1825	51	20	change	change	NOUN
ajst-1825	51	21	rule	rule	NOUN
ajst-1825	51	22	of	of	ADP
ajst-1825	51	23	selectivity	selectivity	NOUN
ajst-1825	51	24	of	of	ADP
ajst-1825	51	25	each	each	DET
ajst-1825	51	26	product	product	NOUN
ajst-1825	51	27	with	with	ADP
ajst-1825	51	28	time	time	NOUN
ajst-1825	51	29	can	can	AUX
ajst-1825	51	30	be	be	AUX
ajst-1825	51	31	obtained	obtain	VERB
ajst-1825	51	32	,	,	PUNCT
ajst-1825	51	33	as	as	SCONJ
ajst-1825	51	34	shown	show	VERB
ajst-1825	51	35	in	in	ADP
ajst-1825	51	36	figure	figure	NOUN
ajst-1825	51	37	1	1	NUM
ajst-1825	51	38	.	.	PUNCT
ajst-1825	52	1	under	under	ADP
ajst-1825	52	2	the	the	DET
ajst-1825	52	3	condition	condition	NOUN
ajst-1825	52	4	of	of	ADP
ajst-1825	52	5	fixed	fix	VERB
ajst-1825	52	6	combination	combination	NOUN
ajst-1825	52	7	of	of	ADP
ajst-1825	52	8	temperature	temperature	NOUN
ajst-1825	52	9	and	and	CCONJ
ajst-1825	52	10	catalyst	catalyst	NOUN
ajst-1825	52	11	,	,	PUNCT
ajst-1825	52	12	the	the	DET
ajst-1825	52	13	conversion	conversion	NOUN
ajst-1825	52	14	rate	rate	NOUN
ajst-1825	52	15	of	of	ADP
ajst-1825	52	16	ethanol	ethanol	NOUN
ajst-1825	52	17	gradually	gradually	ADV
ajst-1825	52	18	decreases	decrease	VERB
ajst-1825	52	19	to	to	ADP
ajst-1825	52	20	a	a	DET
ajst-1825	52	21	stable	stable	ADJ
ajst-1825	52	22	level	level	NOUN
ajst-1825	52	23	with	with	ADP
ajst-1825	52	24	the	the	DET
ajst-1825	52	25	increase	increase	NOUN
ajst-1825	52	26	of	of	ADP
ajst-1825	52	27	reaction	reaction	NOUN
ajst-1825	52	28	time	time	NOUN
ajst-1825	52	29	.	.	PUNCT
ajst-1825	53	1	after	after	ADP
ajst-1825	53	2	the	the	DET
ajst-1825	53	3	ethanol	ethanol	NOUN
ajst-1825	53	4	conversionstops	conversionstop	NOUN
ajst-1825	53	5	,	,	PUNCT
ajst-1825	53	6	the	the	DET
ajst-1825	53	7	reaction	reaction	NOUN
ajst-1825	53	8	between	between	ADP
ajst-1825	53	9	other	other	ADJ
ajst-1825	53	10	products	product	NOUN
ajst-1825	53	11	continues	continue	VERB
ajst-1825	53	12	.	.	PUNCT
ajst-1825	54	1	52	52	NUM
ajst-1825	54	2	figure	figure	NOUN
ajst-1825	54	3	1	1	NUM
ajst-1825	54	4	.	.	PUNCT
ajst-1825	54	5	change	change	NOUN
ajst-1825	54	6	rule	rule	NOUN
ajst-1825	54	7	of	of	ADP
ajst-1825	54	8	product	product	NOUN
ajst-1825	54	9	selectivity	selectivity	NOUN
ajst-1825	54	10	at	at	ADP
ajst-1825	54	11	the	the	DET
ajst-1825	54	12	same	same	ADJ
ajst-1825	54	13	time	time	NOUN
ajst-1825	54	14	,	,	PUNCT
ajst-1825	54	15	we	we	PRON
ajst-1825	54	16	calculated	calculate	VERB
ajst-1825	54	17	by	by	ADP
ajst-1825	54	18	matlab	matlab	PROPN
ajst-1825	54	19	that	that	SCONJ
ajst-1825	54	20	the	the	DET
ajst-1825	54	21	yield	yield	NOUN
ajst-1825	54	22	of	of	ADP
ajst-1825	54	23	c4	c4	NOUN
ajst-1825	54	24	olefins	olefin	NOUN
ajst-1825	54	25	decreased	decrease	VERB
ajst-1825	54	26	with	with	ADP
ajst-1825	54	27	the	the	DET
ajst-1825	54	28	increase	increase	NOUN
ajst-1825	54	29	of	of	ADP
ajst-1825	54	30	reaction	reaction	NOUN
ajst-1825	54	31	time	time	NOUN
ajst-1825	54	32	,	,	PUNCT
ajst-1825	54	33	as	as	SCONJ
ajst-1825	54	34	shown	show	VERB
ajst-1825	54	35	in	in	ADP
ajst-1825	54	36	figure	figure	NOUN
ajst-1825	54	37	2	2	NUM
ajst-1825	54	38	.	.	PUNCT
ajst-1825	54	39	with	with	ADP
ajst-1825	54	40	the	the	DET
ajst-1825	54	41	increase	increase	NOUN
ajst-1825	54	42	of	of	ADP
ajst-1825	54	43	reaction	reaction	NOUN
ajst-1825	54	44	time	time	NOUN
ajst-1825	54	45	,	,	PUNCT
ajst-1825	54	46	the	the	DET
ajst-1825	54	47	reverse	reverse	ADJ
ajst-1825	54	48	reaction	reaction	NOUN
ajst-1825	54	49	in	in	ADP
ajst-1825	54	50	the	the	DET
ajst-1825	54	51	preparation	preparation	NOUN
ajst-1825	54	52	reaction	reaction	NOUN
ajst-1825	54	53	increases	increase	NOUN
ajst-1825	54	54	,	,	PUNCT
ajst-1825	54	55	and	and	CCONJ
ajst-1825	54	56	the	the	DET
ajst-1825	54	57	output	output	NOUN
ajst-1825	54	58	of	of	ADP
ajst-1825	54	59	the	the	DET
ajst-1825	54	60	target	target	NOUN
ajst-1825	54	61	product	product	NOUN
ajst-1825	54	62	decreases	decrease	VERB
ajst-1825	54	63	.	.	PUNCT
ajst-1825	55	1	therefore	therefore	ADV
ajst-1825	55	2	,	,	PUNCT
ajst-1825	55	3	the	the	DET
ajst-1825	55	4	reaction	reaction	NOUN
ajst-1825	55	5	time	time	NOUN
ajst-1825	55	6	should	should	AUX
ajst-1825	55	7	be	be	AUX
ajst-1825	55	8	strictly	strictly	ADV
ajst-1825	55	9	controlled	control	VERB
ajst-1825	55	10	when	when	SCONJ
ajst-1825	55	11	using	use	VERB
ajst-1825	55	12	ethanol	ethanol	NOUN
ajst-1825	55	13	coupling	coupling	NOUN
ajst-1825	55	14	to	to	PART
ajst-1825	55	15	prepare	prepare	VERB
ajst-1825	55	16	c4	c4	NOUN
ajst-1825	55	17	olefins	olefin	NOUN
ajst-1825	55	18	in	in	ADP
ajst-1825	55	19	industry	industry	NOUN
ajst-1825	55	20	,	,	PUNCT
ajst-1825	55	21	so	so	SCONJ
ajst-1825	55	22	as	as	SCONJ
ajst-1825	55	23	to	to	PART
ajst-1825	55	24	maximize	maximize	VERB
ajst-1825	55	25	the	the	DET
ajst-1825	55	26	demand	demand	NOUN
ajst-1825	55	27	of	of	ADP
ajst-1825	55	28	the	the	DET
ajst-1825	55	29	target	target	NOUN
ajst-1825	55	30	product	product	NOUN
ajst-1825	55	31	.	.	PUNCT
ajst-1825	55	32	.	.	PUNCT
ajst-1825	56	1	figure	figure	NOUN
ajst-1825	56	2	2	2	NUM
ajst-1825	56	3	.	.	PUNCT
ajst-1825	57	1	c4	c4	NOUN
ajst-1825	57	2	olefins	olefin	NOUN
ajst-1825	57	3	yield	yield	NOUN
ajst-1825	57	4	4	4	NUM
ajst-1825	57	5	.	.	PUNCT
ajst-1825	57	6	determine	determine	VERB
ajst-1825	57	7	the	the	DET
ajst-1825	57	8	influence	influence	NOUN
ajst-1825	57	9	of	of	ADP
ajst-1825	57	10	different	different	ADJ
ajst-1825	57	11	catalyst	catalyst	NOUN
ajst-1825	57	12	combinations	combination	NOUN
ajst-1825	57	13	and	and	CCONJ
ajst-1825	57	14	temperatures	temperature	NOUN
ajst-1825	57	15	based	base	VERB
ajst-1825	57	16	on	on	ADP
ajst-1825	57	17	multiple	multiple	ADJ
ajst-1825	57	18	regression	regression	NOUN
ajst-1825	57	19	model	model	NOUN
ajst-1825	57	20	4.1	4.1	NUM
ajst-1825	57	21	.	.	PUNCT
ajst-1825	58	1	research	research	NOUN
ajst-1825	58	2	ideas	idea	NOUN
ajst-1825	58	3	the	the	DET
ajst-1825	58	4	effects	effect	NOUN
ajst-1825	58	5	of	of	ADP
ajst-1825	58	6	different	different	ADJ
ajst-1825	58	7	catalyst	catalyst	NOUN
ajst-1825	58	8	combinations	combination	NOUN
ajst-1825	58	9	and	and	CCONJ
ajst-1825	58	10	temperatures	temperature	NOUN
ajst-1825	58	11	on	on	ADP
ajst-1825	58	12	ethanol	ethanol	NOUN
ajst-1825	58	13	conversionand	conversionand	NOUN
ajst-1825	58	14	c4	c4	NOUN
ajst-1825	58	15	olefins	olefin	NOUN
ajst-1825	58	16	selectivity	selectivity	NOUN
ajst-1825	58	17	were	be	AUX
ajst-1825	58	18	studied	study	VERB
ajst-1825	58	19	.	.	PUNCT
ajst-1825	59	1	first	first	ADV
ajst-1825	59	2	of	of	ADP
ajst-1825	59	3	all	all	PRON
ajst-1825	59	4	,	,	PUNCT
ajst-1825	59	5	we	we	PRON
ajst-1825	59	6	conducted	conduct	VERB
ajst-1825	59	7	a	a	DET
ajst-1825	59	8	horizontal	horizontal	ADJ
ajst-1825	59	9	comparative	comparative	ADJ
ajst-1825	59	10	analysis	analysis	NOUN
ajst-1825	59	11	of	of	ADP
ajst-1825	59	12	different	different	ADJ
ajst-1825	59	13	loading	loading	NOUN
ajst-1825	59	14	methods	method	NOUN
ajst-1825	59	15	of	of	ADP
ajst-1825	59	16	the	the	DET
ajst-1825	59	17	same	same	ADJ
ajst-1825	59	18	catalyst	catalyst	NOUN
ajst-1825	59	19	to	to	PART
ajst-1825	59	20	explore	explore	VERB
ajst-1825	59	21	the	the	DET
ajst-1825	59	22	impact	impact	NOUN
ajst-1825	59	23	of	of	ADP
ajst-1825	59	24	catalyst	catalyst	NOUN
ajst-1825	59	25	loading	loading	NOUN
ajst-1825	59	26	methods	method	NOUN
ajst-1825	59	27	on	on	ADP
ajst-1825	59	28	the	the	DET
ajst-1825	59	29	reaction	reaction	NOUN
ajst-1825	59	30	results	result	NOUN
ajst-1825	59	31	.	.	PUNCT
ajst-1825	60	1	then	then	ADV
ajst-1825	60	2	a	a	DET
ajst-1825	60	3	multiple	multiple	ADJ
ajst-1825	60	4	regression	regression	NOUN
ajst-1825	60	5	model	model	NOUN
ajst-1825	60	6	was	be	AUX
ajst-1825	60	7	established	establish	VERB
ajst-1825	60	8	to	to	PART
ajst-1825	60	9	analyze	analyze	VERB
ajst-1825	60	10	the	the	DET
ajst-1825	60	11	effects	effect	NOUN
ajst-1825	60	12	of	of	ADP
ajst-1825	60	13	catalyst	catalyst	NOUN
ajst-1825	60	14	and	and	CCONJ
ajst-1825	60	15	temperature	temperature	NOUN
ajst-1825	60	16	on	on	ADP
ajst-1825	60	17	ethanol	ethanol	NOUN
ajst-1825	60	18	conversionand	conversionand	NOUN
ajst-1825	60	19	c4	c4	NOUN
ajst-1825	60	20	olefins	olefin	NOUN
ajst-1825	60	21	selectivity	selectivity	NOUN
ajst-1825	60	22	,	,	PUNCT
ajst-1825	60	23	respectively	respectively	ADV
ajst-1825	60	24	.	.	PUNCT
ajst-1825	61	1	4.2	4.2	NUM
ajst-1825	61	2	.	.	PUNCT
ajst-1825	62	1	research	research	NOUN
ajst-1825	62	2	methods	method	NOUN
ajst-1825	62	3	4.2.1	4.2.1	NUM
ajst-1825	62	4	.	.	PUNCT
ajst-1825	63	1	horizontal	horizontal	ADJ
ajst-1825	63	2	comparative	comparative	ADJ
ajst-1825	63	3	analysis	analysis	NOUN
ajst-1825	63	4	by	by	ADP
ajst-1825	63	5	drawing	draw	VERB
ajst-1825	63	6	temperature	temperature	NOUN
ajst-1825	63	7	ethanol	ethanol	NOUN
ajst-1825	63	8	conversionimage	conversionimage	NOUN
ajst-1825	63	9	and	and	CCONJ
ajst-1825	63	10	temperature	temperature	NOUN
ajst-1825	63	11	c4	c4	NOUN
ajst-1825	63	12	olefins	olefin	VERB
ajst-1825	63	13	selectivity	selectivity	NOUN
ajst-1825	63	14	image	image	NOUN
ajst-1825	63	15	for	for	ADP
ajst-1825	63	16	each	each	DET
ajst-1825	63	17	catalyst	catalyst	NOUN
ajst-1825	63	18	combination	combination	NOUN
ajst-1825	63	19	in	in	ADP
ajst-1825	63	20	annex	annex	NOUN
ajst-1825	63	21	1	1	NUM
ajst-1825	63	22	,	,	PUNCT
ajst-1825	63	23	and	and	CCONJ
ajst-1825	63	24	conducting	conduct	VERB
ajst-1825	63	25	horizontal	horizontal	ADJ
ajst-1825	63	26	comparative	comparative	ADJ
ajst-1825	63	27	analysis	analysis	NOUN
ajst-1825	63	28	,	,	PUNCT
ajst-1825	63	29	if	if	SCONJ
ajst-1825	63	30	the	the	DET
ajst-1825	63	31	proportion	proportion	NOUN
ajst-1825	63	32	and	and	CCONJ
ajst-1825	63	33	dosage	dosage	NOUN
ajst-1825	63	34	of	of	ADP
ajst-1825	63	35	each	each	DET
ajst-1825	63	36	catalyst	catalyst	NOUN
ajst-1825	63	37	are	be	AUX
ajst-1825	63	38	the	the	DET
ajst-1825	63	39	same	same	ADJ
ajst-1825	63	40	when	when	SCONJ
ajst-1825	63	41	loading	load	VERB
ajst-1825	63	42	in	in	ADP
ajst-1825	63	43	a	a	PRON
ajst-1825	63	44	and	and	CCONJ
ajst-1825	63	45	b	b	NOUN
ajst-1825	63	46	,	,	PUNCT
ajst-1825	63	47	as	as	SCONJ
ajst-1825	63	48	shown	show	VERB
ajst-1825	63	49	in	in	ADP
ajst-1825	63	50	figure	figure	NOUN
ajst-1825	63	51	3	3	NUM
ajst-1825	63	52	,	,	PUNCT
ajst-1825	63	53	the	the	DET
ajst-1825	63	54	two	two	NUM
ajst-1825	63	55	catalyst	catalyst	NOUN
ajst-1825	63	56	combinations	combination	NOUN
ajst-1825	63	57	have	have	VERB
ajst-1825	63	58	similar	similar	ADJ
ajst-1825	63	59	ethanol	ethanol	NOUN
ajst-1825	63	60	conversionand	conversionand	NOUN
ajst-1825	63	61	c4	c4	NOUN
ajst-1825	63	62	olefins	olefin	NOUN
ajst-1825	63	63	selectivity	selectivity	NOUN
ajst-1825	63	64	,	,	PUNCT
ajst-1825	63	65	and	and	CCONJ
ajst-1825	63	66	the	the	DET
ajst-1825	63	67	loading	loading	NOUN
ajst-1825	63	68	method	method	NOUN
ajst-1825	63	69	has	have	VERB
ajst-1825	63	70	little	little	ADJ
ajst-1825	63	71	impact	impact	NOUN
ajst-1825	63	72	on	on	ADP
ajst-1825	63	73	the	the	DET
ajst-1825	63	74	reaction	reaction	NOUN
ajst-1825	63	75	[	[	X
ajst-1825	63	76	8	8	NUM
ajst-1825	63	77	]	]	PUNCT
ajst-1825	63	78	.	.	PUNCT
ajst-1825	64	1	figure	figure	NOUN
ajst-1825	64	2	3	3	NUM
ajst-1825	64	3	.	.	PUNCT
ajst-1825	64	4	effect	effect	NOUN
ajst-1825	64	5	of	of	ADP
ajst-1825	64	6	catalyst	catalyst	NOUN
ajst-1825	64	7	loading	loading	NOUN
ajst-1825	64	8	mode	mode	NOUN
ajst-1825	64	9	on	on	ADP
ajst-1825	64	10	reaction	reaction	NOUN
ajst-1825	64	11	therefore	therefore	ADV
ajst-1825	64	12	,	,	PUNCT
ajst-1825	64	13	the	the	DET
ajst-1825	64	14	catalyst	catalyst	NOUN
ajst-1825	64	15	combination	combination	NOUN
ajst-1825	64	16	data	datum	NOUN
ajst-1825	64	17	of	of	ADP
ajst-1825	64	18	a	a	DET
ajst-1825	64	19	and	and	CCONJ
ajst-1825	64	20	b	b	NOUN
ajst-1825	64	21	loading	loading	NOUN
ajst-1825	64	22	modes	mode	NOUN
ajst-1825	64	23	were	be	AUX
ajst-1825	64	24	processed	process	VERB
ajst-1825	64	25	uniformly	uniformly	ADV
ajst-1825	64	26	to	to	PART
ajst-1825	64	27	study	study	VERB
ajst-1825	64	28	the	the	DET
ajst-1825	64	29	effect	effect	NOUN
ajst-1825	64	30	of	of	ADP
ajst-1825	64	31	temperature	temperature	NOUN
ajst-1825	64	32	and	and	CCONJ
ajst-1825	64	33	catalyst	catalyst	NOUN
ajst-1825	64	34	combination	combination	NOUN
ajst-1825	64	35	data	datum	NOUN
ajst-1825	64	36	on	on	ADP
ajst-1825	64	37	ethanol	ethanol	NOUN
ajst-1825	64	38	conversionand	conversionand	NOUN
ajst-1825	64	39	c4	c4	NOUN
ajst-1825	64	40	olefins	olefin	NOUN
ajst-1825	64	41	selectivity	selectivity	NOUN
ajst-1825	64	42	.	.	PUNCT
ajst-1825	65	1	4.2.2	4.2.2	X
ajst-1825	65	2	.	.	PUNCT
ajst-1825	66	1	establishment	establishment	NOUN
ajst-1825	66	2	of	of	ADP
ajst-1825	66	3	multiple	multiple	ADJ
ajst-1825	66	4	regression	regression	NOUN
ajst-1825	66	5	model	model	NOUN
ajst-1825	66	6	in	in	ADP
ajst-1825	66	7	addition	addition	NOUN
ajst-1825	66	8	to	to	ADP
ajst-1825	66	9	co	co	VERB
ajst-1825	66	10	/	/	SYM
ajst-1825	66	11	sio2	sio2	PROPN
ajst-1825	66	12	hap	hap	NOUN
ajst-1825	66	13	in	in	ADP
ajst-1825	66	14	the	the	DET
ajst-1825	66	15	catalyst	catalyst	NOUN
ajst-1825	66	16	classification	classification	NOUN
ajst-1825	66	17	in	in	ADP
ajst-1825	66	18	annex	annex	NOUN
ajst-1825	66	19	1	1	NUM
ajst-1825	66	20	,	,	PUNCT
ajst-1825	66	21	co	co	ADJ
ajst-1825	66	22	/	/	SYM
ajst-1825	66	23	sio2	sio2	ADJ
ajst-1825	66	24	quartz	quartz	NOUN
ajst-1825	66	25	sand	sand	NOUN
ajst-1825	66	26	is	be	AUX
ajst-1825	66	27	also	also	ADV
ajst-1825	66	28	used	use	VERB
ajst-1825	66	29	as	as	ADP
ajst-1825	66	30	the	the	DET
ajst-1825	66	31	catalyst	catalyst	NOUN
ajst-1825	66	32	in	in	ADP
ajst-1825	66	33	the	the	DET
ajst-1825	66	34	a11	a11	PROPN
ajst-1825	66	35	combination	combination	NOUN
ajst-1825	66	36	.	.	PUNCT
ajst-1825	67	1	however	however	ADV
ajst-1825	67	2	,	,	PUNCT
ajst-1825	67	3	compared	compare	VERB
ajst-1825	67	4	with	with	ADP
ajst-1825	67	5	other	other	ADJ
ajst-1825	67	6	groups	group	NOUN
ajst-1825	67	7	of	of	ADP
ajst-1825	67	8	co	co	NOUN
ajst-1825	67	9	/	/	SYM
ajst-1825	67	10	sio2	sio2	PROPN
ajst-1825	67	11	hap	hap	NOUN
ajst-1825	67	12	catalysts	catalyst	NOUN
ajst-1825	67	13	,	,	PUNCT
ajst-1825	67	14	the	the	DET
ajst-1825	67	15	yield	yield	NOUN
ajst-1825	67	16	of	of	ADP
ajst-1825	67	17	c4	c4	NOUN
ajst-1825	67	18	olefins	olefin	NOUN
ajst-1825	67	19	using	use	VERB
ajst-1825	67	20	co	co	NOUN
ajst-1825	67	21	/	/	SYM
ajst-1825	67	22	sio2	sio2	ADJ
ajst-1825	67	23	quartz	quartz	NOUN
ajst-1825	67	24	sand	sand	NOUN
ajst-1825	67	25	as	as	SCONJ
ajst-1825	67	26	the	the	DET
ajst-1825	67	27	catalyst	catalyst	NOUN
ajst-1825	67	28	is	be	AUX
ajst-1825	67	29	not	not	PART
ajst-1825	67	30	high	high	ADJ
ajst-1825	67	31	,	,	PUNCT
ajst-1825	67	32	so	so	SCONJ
ajst-1825	67	33	we	we	PRON
ajst-1825	67	34	exclude	exclude	VERB
ajst-1825	67	35	a11	a11	PROPN
ajst-1825	67	36	data	datum	NOUN
ajst-1825	67	37	in	in	ADP
ajst-1825	67	38	the	the	DET
ajst-1825	67	39	multiple	multiple	ADJ
ajst-1825	67	40	regression	regression	NOUN
ajst-1825	67	41	analysis	analysis	NOUN
ajst-1825	67	42	.	.	PUNCT
ajst-1825	68	1	we	we	PRON
ajst-1825	68	2	take	take	VERB
ajst-1825	68	3	ethanol	ethanol	NOUN
ajst-1825	68	4	conversionand	conversionand	NOUN
ajst-1825	68	5	c4	c4	NOUN
ajst-1825	68	6	selectivity	selectivity	NOUN
ajst-1825	68	7	as	as	ADP
ajst-1825	68	8	1y	1y	NUM
ajst-1825	68	9	,	,	PUNCT
ajst-1825	68	10	2y	2y	NUM
ajst-1825	68	11	.	.	PUNCT
ajst-1825	69	1	take	take	VERB
ajst-1825	69	2	temperature	temperature	NOUN
ajst-1825	69	3	,	,	PUNCT
ajst-1825	69	4	amount	amount	NOUN
ajst-1825	69	5	of	of	ADP
ajst-1825	69	6	each	each	DET
ajst-1825	69	7	catalyst	catalyst	NOUN
ajst-1825	69	8	and	and	CCONJ
ajst-1825	69	9	ethanol	ethanol	NOUN
ajst-1825	69	10	concentration	concentration	NOUN
ajst-1825	69	11	as	as	ADP
ajst-1825	69	12	1x	1x	NUM
ajst-1825	69	13	,	,	PUNCT
ajst-1825	69	14	2x	2x	NUM
ajst-1825	69	15	,	,	PUNCT
ajst-1825	69	16	3x	3x	NUM
ajst-1825	69	17	,	,	PUNCT
ajst-1825	69	18	4x	4x	NOUN
ajst-1825	69	19	,	,	PUNCT
ajst-1825	69	20	5x	5x	NUM
ajst-1825	69	21	.	.	PUNCT
ajst-1825	70	1	build	build	VERB
ajst-1825	70	2	a	a	DET
ajst-1825	70	3	multiple	multiple	ADJ
ajst-1825	70	4	regression	regression	NOUN
ajst-1825	70	5	model	model	NOUN
ajst-1825	70	6	:	:	PUNCT
ajst-1825	70	7	155443322111	155443322111	NUM
ajst-1825	70	8	cxxxxxy	cxxxxxy	NOUN
ajst-1825	70	9			NOUN
ajst-1825	70	10			PROPN
ajst-1825	70	11	255443322112	255443322112	NUM
ajst-1825	70	12	cxxxxxy	cxxxxxy	NOUN
ajst-1825	70	13			NOUN
ajst-1825	70	14			PROPN
ajst-1825	70	15	calculate	calculate	VERB
ajst-1825	70	16	the	the	DET
ajst-1825	70	17	expected	expect	VERB
ajst-1825	70	18	value	value	NOUN
ajst-1825	70	19	on	on	ADP
ajst-1825	70	20	both	both	DET
ajst-1825	70	21	sides	side	NOUN
ajst-1825	70	22	of	of	ADP
ajst-1825	70	23	the	the	DET
ajst-1825	70	24	constructed	construct	VERB
ajst-1825	70	25	multiple	multiple	ADJ
ajst-1825	70	26	regression	regression	NOUN
ajst-1825	70	27	equation	equation	NOUN
ajst-1825	70	28	:	:	PUNCT
ajst-1825	70	29	5522110521	5522110521	NUM
ajst-1825	70	30	)	)	PUNCT
ajst-1825	70	31	,	,	PUNCT
ajst-1825	70	32	,	,	PUNCT
ajst-1825	70	33	,	,	PUNCT
ajst-1825	70	34	(	(	PUNCT
ajst-1825	70	35	xxxxxxye	xxxxxxye	X
ajst-1825	70	36			ADJ
ajst-1825	70	37			NOUN
ajst-1825	70	38	�	�	PROPN
ajst-1825	70	39	�	�	PROPN
ajst-1825	70	40	then	then	ADV
ajst-1825	70	41	,	,	PUNCT
ajst-1825	70	42	the	the	DET
ajst-1825	70	43	corresponding	corresponding	ADJ
ajst-1825	70	44	estimates	estimate	NOUN
ajst-1825	70	45	of	of	ADP
ajst-1825	70	46	the	the	DET
ajst-1825	70	47	population	population	NOUN
ajst-1825	70	48	parameters	parameter	NOUN
ajst-1825	70	49	are	be	AUX
ajst-1825	70	50	given	give	VERB
ajst-1825	70	51	according	accord	VERB
ajst-1825	70	52	to	to	ADP
ajst-1825	70	53	the	the	DET
ajst-1825	70	54	sample	sample	NOUN
ajst-1825	70	55	observations	observation	NOUN
ajst-1825	70	56	[	[	X
ajst-1825	70	57	9	9	NUM
ajst-1825	70	58	]	]	PUNCT
ajst-1825	70	59	,	,	PUNCT
ajst-1825	70	60	and	and	CCONJ
ajst-1825	70	61	the	the	DET
ajst-1825	70	62	sample	sample	NOUN
ajst-1825	70	63	regression	regression	NOUN
ajst-1825	70	64	equation	equation	NOUN
ajst-1825	70	65	is	be	AUX
ajst-1825	70	66	obtained	obtain	VERB
ajst-1825	70	67	:	:	PUNCT
ajst-1825	70	68	53	53	NUM
ajst-1825	70	69	5522110	5522110	NUM
ajst-1825	70	70	ˆˆˆˆˆ	ˆˆˆˆˆ	NOUN
ajst-1825	70	71	xxxy	xxxy	PROPN
ajst-1825	70	72			PROPN
ajst-1825	70	73			VERB
ajst-1825	70	74	�	�	PROPN
ajst-1825	70	75	the	the	DET
ajst-1825	70	76	least	least	ADJ
ajst-1825	70	77	squares	square	NOUN
ajst-1825	70	78	estimator	estimator	NOUN
ajst-1825	70	79	is	be	AUX
ajst-1825	70	80			PRON
ajst-1825	70	81			PROPN
ajst-1825	70	82	2	2	NUM
ajst-1825	70	83	5522110	5522110	NUM
ajst-1825	70	84	2	2	NUM
ajst-1825	70	85	)	)	PUNCT
ajst-1825	71	1	ˆˆˆˆ()ˆ	ˆˆˆˆ()ˆ	PROPN
ajst-1825	71	2	(	(	PUNCT
ajst-1825	71	3	xxxyyyq	xxxyyyq	PROPN
ajst-1825	71	4	ii	ii	PROPN
ajst-1825	71	5			PROPN
ajst-1825	71	6	�	�	PROPN
ajst-1825	71	7	q	q	AUX
ajst-1825	71	8	calculate	calculate	VERB
ajst-1825	71	9	partial	partial	ADJ
ajst-1825	71	10	derivatives	derivative	NOUN
ajst-1825	71	11	of	of	ADP
ajst-1825	71	12	parameters	parameter	NOUN
ajst-1825	71	13	respectively	respectively	ADV
ajst-1825	71	14	:	:	PUNCT
ajst-1825	71	15			NUM
ajst-1825	71	16			NUM
ajst-1825	71	17			NUM
ajst-1825	71	18			NUM
ajst-1825	71	19			PROPN
ajst-1825	71	20			NUM
ajst-1825	71	21			NUM
ajst-1825	71	22			NUM
ajst-1825	71	23			NUM
ajst-1825	71	24			NUM
ajst-1825	71	25			NOUN
ajst-1825	71	26			VERB
ajst-1825	71	27			PROPN
ajst-1825	71	28			PROPN
ajst-1825	71	29			PROPN
ajst-1825	71	30			PROPN
ajst-1825	71	31			PROPN
ajst-1825	71	32			PROPN
ajst-1825	71	33			PROPN
ajst-1825	71	34			PROPN
ajst-1825	71	35			X
ajst-1825	71	36			X
ajst-1825	71	37			X
ajst-1825	71	38	0)()ˆˆˆˆ	0)()ˆˆˆˆ	PROPN
ajst-1825	71	39	(	(	PUNCT
ajst-1825	71	40	ˆ	ˆ	ADJ
ajst-1825	71	41	0)()ˆˆˆˆ	0)()ˆˆˆˆ	NOUN
ajst-1825	71	42	(	(	PUNCT
ajst-1825	71	43	ˆ	ˆ	NOUN
ajst-1825	71	44	0)1()ˆˆˆˆ	0)1()ˆˆˆˆ	NOUN
ajst-1825	71	45	(	(	PUNCT
ajst-1825	71	46	ˆ	ˆ	NOUN
ajst-1825	71	47	55522110	55522110	NUM
ajst-1825	71	48	5	5	NUM
ajst-1825	71	49	15522110	15522110	NUM
ajst-1825	71	50	1	1	NUM
ajst-1825	71	51	5522110	5522110	NUM
ajst-1825	71	52	0	0	NUM
ajst-1825	71	53	xxxxy	xxxxy	PROPN
ajst-1825	71	54	q	q	PROPN
ajst-1825	71	55	xxxxy	xxxxy	PROPN
ajst-1825	71	56	q	q	PROPN
ajst-1825	72	1	xxxy	xxxy	PROPN
ajst-1825	72	2	q	q	PROPN
ajst-1825	73	1	i	i	PRON
ajst-1825	73	2	i	i	PRON
ajst-1825	73	3	i	i	PRON
ajst-1825	73	4			ADJ
ajst-1825	73	5			PROPN
ajst-1825	73	6			ADJ
ajst-1825	73	7			PROPN
ajst-1825	73	8			ADJ
ajst-1825	73	9			PROPN
ajst-1825	73	10	�	�	PROPN
ajst-1825	73	11	�	�	PROPN
ajst-1825	73	12	�	�	PROPN
ajst-1825	73	13	�	�	PROPN
ajst-1825	73	14	each	each	DET
ajst-1825	73	15	parameter	parameter	NOUN
ajst-1825	73	16	of	of	ADP
ajst-1825	73	17	the	the	DET
ajst-1825	73	18	multiple	multiple	ADJ
ajst-1825	73	19	regression	regression	NOUN
ajst-1825	73	20	equation	equation	NOUN
ajst-1825	73	21	can	can	AUX
ajst-1825	73	22	be	be	AUX
ajst-1825	73	23	solved	solve	VERB
ajst-1825	73	24	by	by	ADP
ajst-1825	73	25	solving	solve	VERB
ajst-1825	73	26	the	the	DET
ajst-1825	73	27	equations	equation	NOUN
ajst-1825	73	28	[	[	X
ajst-1825	73	29	10	10	NUM
ajst-1825	73	30	]	]	PUNCT
ajst-1825	73	31	.	.	PUNCT
ajst-1825	74	1	4.3	4.3	NUM
ajst-1825	74	2	.	.	PUNCT
ajst-1825	74	3	result	result	VERB
ajst-1825	74	4	analysis	analysis	NOUN
ajst-1825	74	5	divide	divide	VERB
ajst-1825	74	6	each	each	DET
ajst-1825	74	7	group	group	NOUN
ajst-1825	74	8	of	of	ADP
ajst-1825	74	9	catalysts	catalyst	NOUN
ajst-1825	74	10	into	into	ADP
ajst-1825	74	11	four	four	NUM
ajst-1825	74	12	types	type	NOUN
ajst-1825	74	13	:	:	PUNCT
ajst-1825	74	14	co	co	NOUN
ajst-1825	74	15	/	/	SYM
ajst-1825	74	16	sio2	sio2	PROPN
ajst-1825	74	17	mass	mass	PROPN
ajst-1825	74	18	,	,	PUNCT
ajst-1825	74	19	co	co	NOUN
ajst-1825	74	20	loading	loading	NOUN
ajst-1825	74	21	,	,	PUNCT
ajst-1825	74	22	hap	hap	PROPN
ajst-1825	74	23	mass	mass	NOUN
ajst-1825	74	24	and	and	CCONJ
ajst-1825	74	25	ethanol	ethanol	NOUN
ajst-1825	74	26	concentration	concentration	NOUN
ajst-1825	74	27	,	,	PUNCT
ajst-1825	74	28	and	and	CCONJ
ajst-1825	74	29	then	then	ADV
ajst-1825	74	30	sort	sort	VERB
ajst-1825	74	31	out	out	ADP
ajst-1825	74	32	the	the	DET
ajst-1825	74	33	data	datum	NOUN
ajst-1825	74	34	in	in	ADP
ajst-1825	74	35	annex	annex	NOUN
ajst-1825	74	36	1	1	NUM
ajst-1825	74	37	.	.	PUNCT
ajst-1825	75	1	use	use	VERB
ajst-1825	75	2	spss	spss	PROPN
ajst-1825	75	3	to	to	PART
ajst-1825	75	4	conduct	conduct	VERB
ajst-1825	75	5	regression	regression	NOUN
ajst-1825	75	6	analysis	analysis	NOUN
ajst-1825	75	7	on	on	ADP
ajst-1825	75	8	ethanol	ethanol	NOUN
ajst-1825	75	9	conversionrate	conversionrate	NOUN
ajst-1825	75	10	and	and	CCONJ
ajst-1825	75	11	c4	c4	NOUN
ajst-1825	75	12	olefins	olefin	NOUN
ajst-1825	75	13	selectivity	selectivity	NOUN
ajst-1825	75	14	,	,	PUNCT
ajst-1825	75	15	and	and	CCONJ
ajst-1825	75	16	make	make	VERB
ajst-1825	75	17	ethanol	ethanol	NOUN
ajst-1825	75	18	conversion	conversion	NOUN
ajst-1825	75	19	1y	1y	PROPN
ajst-1825	75	20	,	,	PUNCT
ajst-1825	76	1	c4	c4	NOUN
ajst-1825	76	2	olefins	olefin	NOUN
ajst-1825	76	3	selectivity	selectivity	NOUN
ajst-1825	76	4	is	be	AUX
ajst-1825	76	5	2y	2y	NUM
ajst-1825	76	6	;	;	PUNCT
ajst-1825	76	7	temperature	temperature	NOUN
ajst-1825	76	8	,	,	PUNCT
ajst-1825	76	9	co	co	ADJ
ajst-1825	76	10	/	/	SYM
ajst-1825	76	11	sio2	sio2	PROPN
ajst-1825	76	12	mass	mass	PROPN
ajst-1825	76	13	,	,	PUNCT
ajst-1825	76	14	co	co	NOUN
ajst-1825	76	15	loading	loading	NOUN
ajst-1825	76	16	,	,	PUNCT
ajst-1825	76	17	hap	hap	PROPN
ajst-1825	76	18	mass	mass	NOUN
ajst-1825	76	19	and	and	CCONJ
ajst-1825	76	20	ethanol	ethanol	NOUN
ajst-1825	76	21	concentration	concentration	NOUN
ajst-1825	76	22	are	be	AUX
ajst-1825	76	23	1x	1x	NUM
ajst-1825	76	24	,	,	PUNCT
ajst-1825	76	25	2x	2x	NUM
ajst-1825	76	26	,	,	PUNCT
ajst-1825	76	27	3x	3x	NUM
ajst-1825	76	28	,	,	PUNCT
ajst-1825	76	29	4x	4x	NOUN
ajst-1825	76	30	,	,	PUNCT
ajst-1825	76	31	and	and	CCONJ
ajst-1825	76	32	5x	5x	NOUN
ajst-1825	76	33	respectively	respectively	ADV
ajst-1825	76	34	.	.	PUNCT
ajst-1825	77	1	first	first	ADV
ajst-1825	77	2	,	,	PUNCT
ajst-1825	77	3	regress	regress	NOUN
ajst-1825	77	4	the	the	DET
ajst-1825	77	5	ethanol	ethanol	NOUN
ajst-1825	77	6	conversion	conversion	NOUN
ajst-1825	77	7	,	,	PUNCT
ajst-1825	77	8	as	as	SCONJ
ajst-1825	77	9	shown	show	VERB
ajst-1825	77	10	in	in	ADP
ajst-1825	77	11	figure	figure	NOUN
ajst-1825	77	12	4	4	NUM
ajst-1825	77	13	.	.	PUNCT
ajst-1825	77	14	figure	figure	VERB
ajst-1825	77	15	4	4	NUM
ajst-1825	77	16	.	.	PUNCT
ajst-1825	77	17	regression	regression	NOUN
ajst-1825	77	18	standardized	standardize	VERB
ajst-1825	77	19	residual	residual	ADJ
ajst-1825	77	20	of	of	ADP
ajst-1825	77	21	ethanol	ethanol	NOUN
ajst-1825	77	22	conversion	conversion	NOUN
ajst-1825	77	23	table	table	NOUN
ajst-1825	77	24	2	2	NUM
ajst-1825	77	25	.	.	PUNCT
ajst-1825	77	26	ethanol	ethanol	NOUN
ajst-1825	77	27	conversioncoefficient	conversioncoefficient	PROPN
ajst-1825	77	28	model	model	PROPN
ajst-1825	77	29	b	b	PROPN
ajst-1825	77	30	standard	standard	ADJ
ajst-1825	77	31	error	error	NOUN
ajst-1825	77	32	standard	standard	NOUN
ajst-1825	77	33	coefficient	coefficient	NOUN
ajst-1825	77	34	t	t	PROPN
ajst-1825	77	35	sig	sig	PROPN
ajst-1825	77	36	.	.	PUNCT
ajst-1825	78	1	constant	constant	ADJ
ajst-1825	78	2	-82.934	-82.934	PROPN
ajst-1825	78	3	7.505	7.505	NUM
ajst-1825	78	4	-11.051	-11.051	ADJ
ajst-1825	78	5	0	0	NUM
ajst-1825	78	6	temperature	temperature	NOUN
ajst-1825	78	7	0.339	0.339	NUM
ajst-1825	78	8	0.02	0.02	NUM
ajst-1825	78	9	0.771	0.771	NUM
ajst-1825	78	10	17.187	17.187	NUM
ajst-1825	78	11	0	0	NUM
ajst-1825	78	12	co	co	NOUN
ajst-1825	78	13	/	/	SYM
ajst-1825	78	14	sio2	sio2	PROPN
ajst-1825	78	15	mass	mass	PROPN
ajst-1825	78	16	-0.042	-0.042	PROPN
ajst-1825	78	17	0.1	0.1	NUM
ajst-1825	78	18	-0.129	-0.129	NUM
ajst-1825	78	19	-0.42	-0.42	NUM
ajst-1825	78	20	0.675	0.675	NUM
ajst-1825	78	21	co	co	NOUN
ajst-1825	78	22	loading	load	VERB
ajst-1825	78	23	-0.345	-0.345	PROPN
ajst-1825	78	24	0.893	0.893	NUM
ajst-1825	78	25	-0.018	-0.018	NUM
ajst-1825	78	26	-0.387	-0.387	PUNCT
ajst-1825	78	27	0.7	0.7	NUM
ajst-1825	78	28	hap	hap	NOUN
ajst-1825	78	29	mass	mass	NOUN
ajst-1825	78	30	0.154	0.154	NUM
ajst-1825	78	31	0.1	0.1	NUM
ajst-1825	78	32	0.475	0.475	NUM
ajst-1825	78	33	1.541	1.541	NUM
ajst-1825	78	34	0.126	0.126	NUM
ajst-1825	78	35	ethanol	ethanol	NOUN
ajst-1825	78	36	concentration	concentration	NOUN
ajst-1825	78	37	-8.395	-8.395	PUNCT
ajst-1825	78	38	2.106	2.106	NUM
ajst-1825	78	39	-0.187	-0.187	NOUN
ajst-1825	78	40	-3.987	-3.987	SYM
ajst-1825	78	41	0	0	NUM
ajst-1825	78	42	table	table	NOUN
ajst-1825	78	43	2	2	NUM
ajst-1825	78	44	shows	show	VERB
ajst-1825	78	45	that	that	SCONJ
ajst-1825	78	46	at	at	ADP
ajst-1825	78	47	the	the	DET
ajst-1825	78	48	95	95	NUM
ajst-1825	78	49	%	%	NOUN
ajst-1825	78	50	significance	significance	NOUN
ajst-1825	78	51	level	level	NOUN
ajst-1825	78	52	,	,	PUNCT
ajst-1825	78	53	the	the	DET
ajst-1825	78	54	significance	significance	NOUN
ajst-1825	78	55	level	level	NOUN
ajst-1825	78	56	of	of	ADP
ajst-1825	78	57	temperature	temperature	NOUN
ajst-1825	78	58	and	and	CCONJ
ajst-1825	78	59	ethanol	ethanol	NOUN
ajst-1825	78	60	concentration	concentration	NOUN
ajst-1825	78	61	is	be	AUX
ajst-1825	78	62	less	less	ADJ
ajst-1825	78	63	than	than	ADP
ajst-1825	78	64	0.05	0.05	NUM
ajst-1825	78	65	,	,	PUNCT
ajst-1825	78	66	indicating	indicate	VERB
ajst-1825	78	67	that	that	SCONJ
ajst-1825	78	68	temperature	temperature	NOUN
ajst-1825	78	69	and	and	CCONJ
ajst-1825	78	70	ethanol	ethanol	NOUN
ajst-1825	78	71	concentration	concentration	NOUN
ajst-1825	78	72	have	have	VERB
ajst-1825	78	73	significant	significant	ADJ
ajst-1825	78	74	effects	effect	NOUN
ajst-1825	78	75	on	on	ADP
ajst-1825	78	76	ethanol	ethanol	NOUN
ajst-1825	78	77	conversionand	conversionand	NOUN
ajst-1825	78	78	c4	c4	NOUN
ajst-1825	78	79	olefins	olefin	NOUN
ajst-1825	78	80	selectivity	selectivity	NOUN
ajst-1825	78	81	.	.	PUNCT
ajst-1825	79	1	the	the	PRON
ajst-1825	79	2	higher	high	ADJ
ajst-1825	79	3	the	the	DET
ajst-1825	79	4	temperature	temperature	NOUN
ajst-1825	79	5	is	be	AUX
ajst-1825	79	6	,	,	PUNCT
ajst-1825	79	7	the	the	PRON
ajst-1825	79	8	lower	low	ADJ
ajst-1825	79	9	the	the	DET
ajst-1825	79	10	ethanol	ethanol	NOUN
ajst-1825	79	11	concentration	concentration	NOUN
ajst-1825	79	12	is	be	AUX
ajst-1825	79	13	,	,	PUNCT
ajst-1825	79	14	the	the	PRON
ajst-1825	79	15	higher	high	ADJ
ajst-1825	79	16	the	the	DET
ajst-1825	79	17	ethanol	ethanol	NOUN
ajst-1825	79	18	conversionis	conversionis	NOUN
ajst-1825	79	19	,	,	PUNCT
ajst-1825	79	20	and	and	CCONJ
ajst-1825	79	21	the	the	PRON
ajst-1825	79	22	higher	high	ADJ
ajst-1825	79	23	the	the	DET
ajst-1825	79	24	temperature	temperature	NOUN
ajst-1825	79	25	is	be	AUX
ajst-1825	79	26	,	,	PUNCT
ajst-1825	79	27	the	the	PRON
ajst-1825	79	28	higher	high	ADJ
ajst-1825	79	29	the	the	DET
ajst-1825	79	30	ethanol	ethanol	NOUN
ajst-1825	79	31	concentration	concentration	NOUN
ajst-1825	79	32	is	be	AUX
ajst-1825	79	33	,	,	PUNCT
ajst-1825	79	34	the	the	PRON
ajst-1825	79	35	greater	great	ADJ
ajst-1825	79	36	the	the	DET
ajst-1825	79	37	c4	c4	NOUN
ajst-1825	79	38	olefins	olefin	NOUN
ajst-1825	79	39	selectivity	selectivity	NOUN
ajst-1825	79	40	is	be	AUX
ajst-1825	79	41	;	;	PUNCT
ajst-1825	79	42	however	however	ADV
ajst-1825	79	43	,	,	PUNCT
ajst-1825	79	44	the	the	DET
ajst-1825	79	45	significant	significant	ADJ
ajst-1825	79	46	levels	level	NOUN
ajst-1825	79	47	of	of	ADP
ajst-1825	79	48	co	co	ADJ
ajst-1825	79	49	/	/	PROPN
ajst-1825	79	50	sio2	sio2	PROPN
ajst-1825	79	51	mass	mass	PROPN
ajst-1825	79	52	,	,	PUNCT
ajst-1825	79	53	co	co	NOUN
ajst-1825	79	54	loading	loading	NOUN
ajst-1825	79	55	and	and	CCONJ
ajst-1825	79	56	hap	hap	PROPN
ajst-1825	79	57	mass	mass	PROPN
ajst-1825	79	58	were	be	AUX
ajst-1825	79	59	all	all	ADV
ajst-1825	79	60	greater	great	ADJ
ajst-1825	79	61	than	than	ADP
ajst-1825	79	62	0.05	0.05	NUM
ajst-1825	79	63	,	,	PUNCT
ajst-1825	79	64	and	and	CCONJ
ajst-1825	79	65	the	the	DET
ajst-1825	79	66	results	result	NOUN
ajst-1825	79	67	were	be	AUX
ajst-1825	79	68	not	not	PART
ajst-1825	79	69	significant	significant	ADJ
ajst-1825	79	70	.	.	PUNCT
ajst-1825	80	1	at	at	ADP
ajst-1825	80	2	the	the	DET
ajst-1825	80	3	same	same	ADJ
ajst-1825	80	4	time	time	NOUN
ajst-1825	80	5	,	,	PUNCT
ajst-1825	80	6	we	we	PRON
ajst-1825	80	7	also	also	ADV
ajst-1825	80	8	know	know	VERB
ajst-1825	80	9	that	that	SCONJ
ajst-1825	80	10	the	the	DET
ajst-1825	80	11	catalyst	catalyst	NOUN
ajst-1825	80	12	only	only	ADV
ajst-1825	80	13	affects	affect	VERB
ajst-1825	80	14	the	the	DET
ajst-1825	80	15	reaction	reaction	NOUN
ajst-1825	80	16	rate	rate	NOUN
ajst-1825	80	17	,	,	PUNCT
ajst-1825	80	18	but	but	CCONJ
ajst-1825	80	19	does	do	AUX
ajst-1825	80	20	not	not	PART
ajst-1825	80	21	affect	affect	VERB
ajst-1825	80	22	the	the	DET
ajst-1825	80	23	product	product	NOUN
ajst-1825	80	24	output	output	NOUN
ajst-1825	80	25	through	through	ADP
ajst-1825	80	26	consulting	consult	VERB
ajst-1825	80	27	a	a	DET
ajst-1825	80	28	large	large	ADJ
ajst-1825	80	29	amount	amount	NOUN
ajst-1825	80	30	of	of	ADP
ajst-1825	80	31	data	datum	NOUN
ajst-1825	80	32	.	.	PUNCT
ajst-1825	81	1	thus	thus	ADV
ajst-1825	81	2	,	,	PUNCT
ajst-1825	81	3	the	the	DET
ajst-1825	81	4	regression	regression	NOUN
ajst-1825	81	5	equation	equation	NOUN
ajst-1825	81	6	can	can	AUX
ajst-1825	81	7	be	be	AUX
ajst-1825	81	8	obtained	obtain	VERB
ajst-1825	81	9	:	:	PUNCT
ajst-1825	81	10	934.82395.8339.0	934.82395.8339.0	NUM
ajst-1825	81	11	511	511	NUM
ajst-1825	81	12			NUM
ajst-1825	81	13	xxy	xxy	PROPN
ajst-1825	81	14	then	then	ADV
ajst-1825	81	15	regress	regress	PROPN
ajst-1825	81	16	c4	c4	PROPN
ajst-1825	81	17	olefins	olefin	NOUN
ajst-1825	81	18	selectivity	selectivity	NOUN
ajst-1825	81	19	,	,	PUNCT
ajst-1825	81	20	as	as	SCONJ
ajst-1825	81	21	shown	show	VERB
ajst-1825	81	22	in	in	ADP
ajst-1825	81	23	figure	figure	NOUN
ajst-1825	81	24	5	5	NUM
ajst-1825	81	25	.	.	PUNCT
ajst-1825	81	26	54	54	NUM
ajst-1825	81	27	figure	figure	NOUN
ajst-1825	81	28	5	5	NUM
ajst-1825	81	29	.	.	PUNCT
ajst-1825	81	30	standardized	standardize	VERB
ajst-1825	81	31	residual	residual	ADJ
ajst-1825	81	32	of	of	ADP
ajst-1825	81	33	c4	c4	NOUN
ajst-1825	81	34	olefins	olefin	NOUN
ajst-1825	81	35	selective	selective	ADJ
ajst-1825	81	36	regression	regression	NOUN
ajst-1825	81	37	table	table	NOUN
ajst-1825	81	38	3	3	NUM
ajst-1825	81	39	.	.	PUNCT
ajst-1825	82	1	c4	c4	NOUN
ajst-1825	82	2	olefins	olefin	NOUN
ajst-1825	82	3	selectivity	selectivity	PROPN
ajst-1825	82	4	coefficient	coefficient	PROPN
ajst-1825	82	5	model	model	PROPN
ajst-1825	82	6	b	b	PROPN
ajst-1825	82	7	standard	standard	ADJ
ajst-1825	82	8	error	error	NOUN
ajst-1825	82	9	standard	standard	NOUN
ajst-1825	82	10	coefficient	coefficient	NOUN
ajst-1825	82	11	t	t	PROPN
ajst-1825	82	12	sig	sig	PROPN
ajst-1825	82	13	.	.	PUNCT
ajst-1825	83	1	constant	constant	ADJ
ajst-1825	83	2	-50.003	-50.003	NOUN
ajst-1825	83	3	5.015	5.015	NUM
ajst-1825	83	4	-9.97	-9.97	NOUN
ajst-1825	83	5	0	0	NUM
ajst-1825	83	6	temperature	temperature	NOUN
ajst-1825	83	7	0.188	0.188	NUM
ajst-1825	83	8	0.013	0.013	NUM
ajst-1825	83	9	0.725	0.725	NUM
ajst-1825	83	10	14.215	14.215	NUM
ajst-1825	83	11	0	0	NUM
ajst-1825	83	12	co	co	NOUN
ajst-1825	83	13	/	/	SYM
ajst-1825	83	14	sio2	sio2	PROPN
ajst-1825	83	15	mass	mass	PROPN
ajst-1825	83	16	0.147	0.147	NUM
ajst-1825	83	17	0.067	0.067	NUM
ajst-1825	83	18	0.773	0.773	NUM
ajst-1825	83	19	2.204	2.204	NUM
ajst-1825	83	20	0.03	0.03	NUM
ajst-1825	83	21	co	co	NOUN
ajst-1825	83	22	loading	load	VERB
ajst-1825	83	23	-3.061	-3.061	NOUN
ajst-1825	83	24	0.597	0.597	NUM
ajst-1825	83	25	-0.268	-0.268	X
ajst-1825	83	26	-5.13	-5.13	NUM
ajst-1825	83	27	0	0	NUM
ajst-1825	83	28	hap	hap	PROPN
ajst-1825	83	29	mass	mass	PROPN
ajst-1825	83	30	-0.063	-0.063	PROPN
ajst-1825	83	31	0.067	0.067	NUM
ajst-1825	83	32	-0.332	-0.332	NUM
ajst-1825	83	33	-0.946	-0.946	PROPN
ajst-1825	83	34	0.346	0.346	NUM
ajst-1825	83	35	ethanol	ethanol	NOUN
ajst-1825	83	36	concentration	concentration	NOUN
ajst-1825	83	37	2.701	2.701	NUM
ajst-1825	83	38	1.407	1.407	NUM
ajst-1825	83	39	0.102	0.102	NUM
ajst-1825	83	40	1.919	1.919	NUM
ajst-1825	83	41	0.058	0.058	NUM
ajst-1825	83	42	it	it	PRON
ajst-1825	83	43	can	can	AUX
ajst-1825	83	44	be	be	AUX
ajst-1825	83	45	seen	see	VERB
ajst-1825	83	46	from	from	ADP
ajst-1825	83	47	table	table	NOUN
ajst-1825	83	48	3	3	NUM
ajst-1825	84	1	that	that	SCONJ
ajst-1825	84	2	at	at	ADP
ajst-1825	84	3	the	the	DET
ajst-1825	84	4	95	95	NUM
ajst-1825	84	5	%	%	NOUN
ajst-1825	84	6	significance	significance	NOUN
ajst-1825	84	7	level	level	NOUN
ajst-1825	84	8	,	,	PUNCT
ajst-1825	84	9	the	the	DET
ajst-1825	84	10	significance	significance	NOUN
ajst-1825	84	11	level	level	NOUN
ajst-1825	84	12	of	of	ADP
ajst-1825	84	13	temperature	temperature	NOUN
ajst-1825	84	14	,	,	PUNCT
ajst-1825	84	15	co	co	ADJ
ajst-1825	84	16	/	/	SYM
ajst-1825	84	17	sio2	sio2	PROPN
ajst-1825	84	18	mass	mass	PROPN
ajst-1825	84	19	,	,	PUNCT
ajst-1825	84	20	co	co	VERB
ajst-1825	84	21	loading	loading	NOUN
ajst-1825	84	22	and	and	CCONJ
ajst-1825	84	23	ethanol	ethanol	NOUN
ajst-1825	84	24	concentration	concentration	NOUN
ajst-1825	84	25	is	be	AUX
ajst-1825	84	26	less	less	ADJ
ajst-1825	84	27	than	than	ADP
ajst-1825	84	28	0.05	0.05	NUM
ajst-1825	84	29	,	,	PUNCT
ajst-1825	84	30	while	while	SCONJ
ajst-1825	84	31	the	the	DET
ajst-1825	84	32	significance	significance	NOUN
ajst-1825	84	33	level	level	NOUN
ajst-1825	84	34	of	of	ADP
ajst-1825	84	35	hap	hap	PROPN
ajst-1825	84	36	mass	mass	PROPN
ajst-1825	84	37	is	be	AUX
ajst-1825	84	38	greater	great	ADJ
ajst-1825	84	39	than	than	ADP
ajst-1825	84	40	0.05	0.05	NUM
ajst-1825	84	41	,	,	PUNCT
ajst-1825	84	42	so	so	CCONJ
ajst-1825	84	43	the	the	DET
ajst-1825	84	44	regression	regression	NOUN
ajst-1825	84	45	equation	equation	NOUN
ajst-1825	84	46	can	can	AUX
ajst-1825	84	47	be	be	AUX
ajst-1825	84	48	obtained	obtain	VERB
ajst-1825	84	49	:	:	PUNCT
ajst-1825	85	1	003.50701.2061.3147.0188.0	003.50701.2061.3147.0188.0	NUM
ajst-1825	85	2	53212	53212	NUM
ajst-1825	86	1			PRON
ajst-1825	86	2	xxxxy	xxxxy	VERB
ajst-1825	86	3	5	5	NUM
ajst-1825	86	4	.	.	PUNCT
ajst-1825	86	5	determine	determine	VERB
ajst-1825	86	6	the	the	DET
ajst-1825	86	7	optimal	optimal	ADJ
ajst-1825	86	8	catalyst	catalyst	NOUN
ajst-1825	86	9	combination	combination	NOUN
ajst-1825	86	10	based	base	VERB
ajst-1825	86	11	on	on	ADP
ajst-1825	86	12	bp	bp	PROPN
ajst-1825	86	13	neural	neural	ADJ
ajst-1825	86	14	network	network	PROPN
ajst-1825	86	15	model	model	NOUN
ajst-1825	86	16	5.1	5.1	NUM
ajst-1825	86	17	.	.	PUNCT
ajst-1825	87	1	research	research	NOUN
ajst-1825	87	2	ideas	idea	NOUN
ajst-1825	87	3	first	first	ADV
ajst-1825	87	4	of	of	ADP
ajst-1825	87	5	all	all	PRON
ajst-1825	87	6	,	,	PUNCT
ajst-1825	87	7	the	the	DET
ajst-1825	87	8	catalyst	catalyst	NOUN
ajst-1825	87	9	combination	combination	NOUN
ajst-1825	87	10	and	and	CCONJ
ajst-1825	87	11	temperature	temperature	NOUN
ajst-1825	87	12	are	be	AUX
ajst-1825	87	13	selected	select	VERB
ajst-1825	87	14	so	so	SCONJ
ajst-1825	87	15	that	that	SCONJ
ajst-1825	87	16	the	the	DET
ajst-1825	87	17	c4	c4	NOUN
ajst-1825	87	18	olefins	olefin	NOUN
ajst-1825	87	19	yield	yield	NOUN
ajst-1825	87	20	is	be	AUX
ajst-1825	87	21	as	as	ADV
ajst-1825	87	22	high	high	ADJ
ajst-1825	87	23	as	as	ADP
ajst-1825	87	24	possible	possible	ADJ
ajst-1825	87	25	under	under	ADP
ajst-1825	87	26	the	the	DET
ajst-1825	87	27	same	same	ADJ
ajst-1825	87	28	experimental	experimental	ADJ
ajst-1825	87	29	conditions	condition	NOUN
ajst-1825	87	30	,	,	PUNCT
ajst-1825	87	31	and	and	CCONJ
ajst-1825	87	32	the	the	DET
ajst-1825	87	33	bp	bp	PROPN
ajst-1825	87	34	neural	neural	PROPN
ajst-1825	87	35	network	network	NOUN
ajst-1825	87	36	is	be	AUX
ajst-1825	87	37	used	use	VERB
ajst-1825	87	38	to	to	PART
ajst-1825	87	39	predict	predict	VERB
ajst-1825	87	40	the	the	DET
ajst-1825	87	41	test	test	NOUN
ajst-1825	87	42	results	result	NOUN
ajst-1825	87	43	,	,	PUNCT
ajst-1825	87	44	predict	predict	VERB
ajst-1825	87	45	the	the	DET
ajst-1825	87	46	c4	c4	NOUN
ajst-1825	87	47	olefins	olefin	NOUN
ajst-1825	87	48	yield	yield	NOUN
ajst-1825	87	49	of	of	ADP
ajst-1825	87	50	other	other	ADJ
ajst-1825	87	51	temperatures	temperature	NOUN
ajst-1825	87	52	under	under	ADP
ajst-1825	87	53	the	the	DET
ajst-1825	87	54	catalyst	catalyst	NOUN
ajst-1825	87	55	in	in	ADP
ajst-1825	87	56	annex	annex	NOUN
ajst-1825	87	57	1	1	NUM
ajst-1825	87	58	,	,	PUNCT
ajst-1825	87	59	and	and	CCONJ
ajst-1825	87	60	then	then	ADV
ajst-1825	87	61	compare	compare	VERB
ajst-1825	87	62	and	and	CCONJ
ajst-1825	87	63	analyze	analyze	VERB
ajst-1825	87	64	with	with	ADP
ajst-1825	87	65	the	the	DET
ajst-1825	87	66	given	give	VERB
ajst-1825	87	67	test	test	NOUN
ajst-1825	87	68	results	result	NOUN
ajst-1825	87	69	to	to	PART
ajst-1825	87	70	select	select	VERB
ajst-1825	87	71	the	the	DET
ajst-1825	87	72	most	most	ADV
ajst-1825	87	73	suitable	suitable	ADJ
ajst-1825	87	74	catalyst	catalyst	NOUN
ajst-1825	87	75	and	and	CCONJ
ajst-1825	87	76	temperature	temperature	NOUN
ajst-1825	87	77	combination	combination	NOUN
ajst-1825	87	78	.	.	PUNCT
ajst-1825	88	1	then	then	ADV
ajst-1825	88	2	,	,	PUNCT
ajst-1825	88	3	the	the	DET
ajst-1825	88	4	reaction	reaction	NOUN
ajst-1825	88	5	results	result	NOUN
ajst-1825	88	6	obtained	obtain	VERB
ajst-1825	88	7	at	at	ADP
ajst-1825	88	8	different	different	ADJ
ajst-1825	88	9	times	time	NOUN
ajst-1825	88	10	of	of	ADP
ajst-1825	88	11	the	the	DET
ajst-1825	88	12	combined	combine	VERB
ajst-1825	88	13	reaction	reaction	NOUN
ajst-1825	88	14	of	of	ADP
ajst-1825	88	15	a	a	DET
ajst-1825	88	16	certain	certain	ADJ
ajst-1825	88	17	catalyst	catalyst	NOUN
ajst-1825	88	18	at	at	ADP
ajst-1825	88	19	350	350	NUM
ajst-1825	88	20	°	°	NOUN
ajst-1825	88	21	c	c	NOUN
ajst-1825	88	22	are	be	AUX
ajst-1825	88	23	compared	compare	VERB
ajst-1825	88	24	and	and	CCONJ
ajst-1825	88	25	analyzed	analyze	VERB
ajst-1825	88	26	,	,	PUNCT
ajst-1825	88	27	and	and	CCONJ
ajst-1825	88	28	the	the	DET
ajst-1825	88	29	most	most	ADV
ajst-1825	88	30	suitable	suitable	ADJ
ajst-1825	88	31	catalyst	catalyst	NOUN
ajst-1825	88	32	and	and	CCONJ
ajst-1825	88	33	temperature	temperature	NOUN
ajst-1825	88	34	combination	combination	NOUN
ajst-1825	88	35	at	at	ADP
ajst-1825	88	36	350	350	NUM
ajst-1825	88	37	°	°	NOUN
ajst-1825	88	38	c	c	NOUN
ajst-1825	88	39	are	be	AUX
ajst-1825	88	40	found	find	VERB
ajst-1825	88	41	.	.	PUNCT
ajst-1825	89	1	5.2	5.2	NUM
ajst-1825	89	2	.	.	PUNCT
ajst-1825	90	1	research	research	NOUN
ajst-1825	90	2	methods	method	NOUN
ajst-1825	90	3	5.2.1	5.2.1	NUM
ajst-1825	90	4	.	.	PUNCT
ajst-1825	91	1	bp	bp	PROPN
ajst-1825	91	2	neural	neural	PROPN
ajst-1825	91	3	network	network	PROPN
ajst-1825	91	4	model	model	PROPN
ajst-1825	91	5	establishment	establishment	PROPN
ajst-1825	91	6	bp	bp	PROPN
ajst-1825	91	7	neural	neural	ADJ
ajst-1825	91	8	networks	network	NOUN
ajst-1825	91	9	,	,	PUNCT
ajst-1825	91	10	or	or	CCONJ
ajst-1825	91	11	forward	forward	ADV
ajst-1825	91	12	feedback	feedback	NOUN
ajst-1825	91	13	networks	network	NOUN
ajst-1825	91	14	,	,	PUNCT
ajst-1825	91	15	consist	consist	VERB
ajst-1825	91	16	of	of	ADP
ajst-1825	91	17	an	an	DET
ajst-1825	91	18	input	input	NOUN
ajst-1825	91	19	layer	layer	NOUN
ajst-1825	91	20	,	,	PUNCT
ajst-1825	91	21	an	an	DET
ajst-1825	91	22	implicit	implicit	ADJ
ajst-1825	91	23	layer	layer	NOUN
ajst-1825	91	24	,	,	PUNCT
ajst-1825	91	25	and	and	CCONJ
ajst-1825	91	26	an	an	DET
ajst-1825	91	27	output	output	NOUN
ajst-1825	91	28	layer	layer	NOUN
ajst-1825	91	29	,	,	PUNCT
ajst-1825	91	30	with	with	ADP
ajst-1825	91	31	each	each	DET
ajst-1825	91	32	neuron	neuron	NOUN
ajst-1825	91	33	receiving	receive	VERB
ajst-1825	91	34	input	input	NOUN
ajst-1825	91	35	from	from	ADP
ajst-1825	91	36	the	the	DET
ajst-1825	91	37	previous	previous	ADJ
ajst-1825	91	38	layer	layer	NOUN
ajst-1825	91	39	and	and	CCONJ
ajst-1825	91	40	outputting	outputting	NOUN
ajst-1825	91	41	to	to	ADP
ajst-1825	91	42	the	the	DET
ajst-1825	91	43	next	next	ADJ
ajst-1825	91	44	layer	layer	NOUN
ajst-1825	91	45	with	with	ADP
ajst-1825	91	46	no	no	DET
ajst-1825	91	47	feedback	feedback	NOUN
ajst-1825	91	48	.	.	PUNCT
ajst-1825	92	1	nodes	node	NOUN
ajst-1825	92	2	are	be	AUX
ajst-1825	92	3	divided	divide	VERB
ajst-1825	92	4	into	into	ADP
ajst-1825	92	5	two	two	NUM
ajst-1825	92	6	categories	category	NOUN
ajst-1825	92	7	,	,	PUNCT
ajst-1825	92	8	namely	namely	ADV
ajst-1825	92	9	input	input	NOUN
ajst-1825	92	10	units	unit	NOUN
ajst-1825	92	11	and	and	CCONJ
ajst-1825	92	12	calculation	calculation	NOUN
ajst-1825	92	13	units	unit	NOUN
ajst-1825	92	14	,	,	PUNCT
ajst-1825	92	15	each	each	PRON
ajst-1825	92	16	of	of	ADP
ajst-1825	92	17	which	which	PRON
ajst-1825	92	18	can	can	AUX
ajst-1825	92	19	have	have	VERB
ajst-1825	92	20	any	any	DET
ajst-1825	92	21	input	input	NOUN
ajst-1825	92	22	,	,	PUNCT
ajst-1825	92	23	but	but	CCONJ
ajst-1825	92	24	only	only	ADV
ajst-1825	92	25	one	one	NUM
ajst-1825	92	26	output	output	NOUN
ajst-1825	92	27	.	.	PUNCT
ajst-1825	93	1	usually	usually	ADV
ajst-1825	93	2	feed	feed	NOUN
ajst-1825	93	3	-	-	PUNCT
ajst-1825	93	4	forward	forward	NOUN
ajst-1825	93	5	networks	network	NOUN
ajst-1825	93	6	can	can	AUX
ajst-1825	93	7	be	be	AUX
ajst-1825	93	8	divided	divide	VERB
ajst-1825	93	9	into	into	ADP
ajst-1825	93	10	different	different	ADJ
ajst-1825	93	11	layers	layer	NOUN
ajst-1825	93	12	,	,	PUNCT
ajst-1825	93	13	the	the	DET
ajst-1825	93	14	input	input	NOUN
ajst-1825	93	15	of	of	ADP
ajst-1825	93	16	layer	layer	NOUN
ajst-1825	93	17	i	i	PRON
ajst-1825	93	18	is	be	AUX
ajst-1825	93	19	only	only	ADV
ajst-1825	93	20	connected	connect	VERB
ajst-1825	93	21	to	to	ADP
ajst-1825	93	22	the	the	DET
ajst-1825	93	23	output	output	NOUN
ajst-1825	93	24	of	of	ADP
ajst-1825	93	25	layer	layer	NOUN
ajst-1825	93	26	i-1	i-1	NUM
ajst-1825	93	27	,	,	PUNCT
ajst-1825	93	28	the	the	DET
ajst-1825	93	29	input	input	NOUN
ajst-1825	93	30	and	and	CCONJ
ajst-1825	93	31	output	output	NOUN
ajst-1825	93	32	nodes	node	NOUN
ajst-1825	93	33	are	be	AUX
ajst-1825	93	34	connected	connect	VERB
ajst-1825	93	35	to	to	ADP
ajst-1825	93	36	the	the	DET
ajst-1825	93	37	outside	outside	ADJ
ajst-1825	93	38	world	world	NOUN
ajst-1825	93	39	,	,	PUNCT
ajst-1825	93	40	and	and	CCONJ
ajst-1825	93	41	the	the	DET
ajst-1825	93	42	other	other	ADJ
ajst-1825	93	43	middle	middle	ADJ
ajst-1825	93	44	layers	layer	NOUN
ajst-1825	93	45	are	be	AUX
ajst-1825	93	46	called	call	VERB
ajst-1825	93	47	hidden	hidden	ADJ
ajst-1825	93	48	layers	layer	NOUN
ajst-1825	94	1	[	[	X
ajst-1825	94	2	11	11	NUM
ajst-1825	94	3	]	]	PUNCT
ajst-1825	94	4	.	.	PUNCT
ajst-1825	95	1	this	this	PRON
ajst-1825	95	2	is	be	AUX
ajst-1825	95	3	shown	show	VERB
ajst-1825	95	4	in	in	ADP
ajst-1825	95	5	figure	figure	NOUN
ajst-1825	95	6	6	6	NUM
ajst-1825	95	7	.	.	PUNCT
ajst-1825	95	8	  	  	SPACE
ajst-1825	95	9	figure	figure	NOUN
ajst-1825	95	10	6	6	NUM
ajst-1825	95	11	.	.	PUNCT
ajst-1825	95	12	neural	neural	ADJ
ajst-1825	95	13	network	network	NOUN
ajst-1825	95	14	multivariate	multivariate	NOUN
ajst-1825	95	15	pre	pre	NOUN
ajst-1825	95	16	-	-	NOUN
ajst-1825	95	17	feedback	feedback	NOUN
ajst-1825	95	18	because	because	SCONJ
ajst-1825	95	19	the	the	DET
ajst-1825	95	20	c4	c4	NOUN
ajst-1825	95	21	olefins	olefin	NOUN
ajst-1825	95	22	yield	yield	NOUN
ajst-1825	95	23	studied	study	VERB
ajst-1825	95	24	is	be	AUX
ajst-1825	95	25	the	the	DET
ajst-1825	95	26	product	product	NOUN
ajst-1825	95	27	of	of	ADP
ajst-1825	95	28	ethanol	ethanol	NOUN
ajst-1825	95	29	conversionand	conversionand	NOUN
ajst-1825	95	30	c4	c4	NOUN
ajst-1825	95	31	olefins	olefin	NOUN
ajst-1825	95	32	selectivity	selectivity	NOUN
ajst-1825	95	33	,	,	PUNCT
ajst-1825	95	34	the	the	DET
ajst-1825	95	35	c4	c4	NOUN
ajst-1825	95	36	olefins	olefin	NOUN
ajst-1825	95	37	yield	yield	NOUN
ajst-1825	95	38	index	index	NOUN
ajst-1825	95	39	is	be	AUX
ajst-1825	95	40	used	use	VERB
ajst-1825	95	41	instead	instead	ADV
ajst-1825	95	42	of	of	ADP
ajst-1825	95	43	ethanol	ethanol	NOUN
ajst-1825	95	44	conversionand	conversionand	NOUN
ajst-1825	95	45	c4	c4	NOUN
ajst-1825	95	46	olefins	olefin	VERB
ajst-1825	95	47	selectivity	selectivity	NOUN
ajst-1825	95	48	when	when	SCONJ
ajst-1825	95	49	the	the	DET
ajst-1825	95	50	neural	neural	ADJ
ajst-1825	95	51	network	network	NOUN
ajst-1825	95	52	is	be	AUX
ajst-1825	95	53	trained	train	VERB
ajst-1825	95	54	.	.	PUNCT
ajst-1825	96	1	in	in	ADP
ajst-1825	96	2	this	this	DET
ajst-1825	96	3	question	question	NOUN
ajst-1825	96	4	,	,	PUNCT
ajst-1825	96	5	a	a	DET
ajst-1825	96	6	three	three	NUM
ajst-1825	96	7	-	-	PUNCT
ajst-1825	96	8	layer	layer	NOUN
ajst-1825	96	9	bp	bp	PROPN
ajst-1825	96	10	neural	neural	ADJ
ajst-1825	96	11	network	network	NOUN
ajst-1825	96	12	model	model	NOUN
ajst-1825	96	13	with	with	ADP
ajst-1825	96	14	7	7	NUM
ajst-1825	96	15	input	input	NOUN
ajst-1825	96	16	and	and	CCONJ
ajst-1825	96	17	1	1	NUM
ajst-1825	96	18	output	output	NOUN
ajst-1825	96	19	was	be	AUX
ajst-1825	96	20	established	establish	VERB
ajst-1825	96	21	with	with	ADP
ajst-1825	96	22	ethylene	ethylene	NOUN
ajst-1825	96	23	selectivity	selectivity	NOUN
ajst-1825	96	24	,	,	PUNCT
ajst-1825	96	25	c4	c4	NOUN
ajst-1825	96	26	olefins	olefin	NOUN
ajst-1825	96	27	yield	yield	NOUN
ajst-1825	96	28	,	,	PUNCT
ajst-1825	96	29	selectivity	selectivity	NOUN
ajst-1825	96	30	of	of	ADP
ajst-1825	96	31	butanol	butanol	NOUN
ajst-1825	96	32	,	,	PUNCT
ajst-1825	96	33	selectivity	selectivity	NOUN
ajst-1825	96	34	of	of	ADP
ajst-1825	96	35	carbon	carbon	NOUN
ajst-1825	96	36	number	number	NOUN
ajst-1825	96	37	4	4	NUM
ajst-1825	96	38	-	-	SYM
ajst-1825	96	39	12	12	NUM
ajst-1825	96	40	fatty	fatty	NOUN
ajst-1825	96	41	alcohol	alcohol	NOUN
ajst-1825	96	42	,	,	PUNCT
ajst-1825	96	43	methylbenzaldehyde	methylbenzaldehyde	NOUN
ajst-1825	96	44	and	and	CCONJ
ajst-1825	96	45	selectivity	selectivity	NOUN
ajst-1825	96	46	of	of	ADP
ajst-1825	96	47	methylbenzyl	methylbenzyl	NOUN
ajst-1825	96	48	alcohol	alcohol	NOUN
ajst-1825	96	49	,	,	PUNCT
ajst-1825	96	50	and	and	CCONJ
ajst-1825	96	51	selectivity	selectivity	NOUN
ajst-1825	96	52	of	of	ADP
ajst-1825	96	53	other	other	ADJ
ajst-1825	96	54	products	product	NOUN
ajst-1825	96	55	as	as	ADP
ajst-1825	96	56	the	the	DET
ajst-1825	96	57	input	input	NOUN
ajst-1825	96	58	layer	layer	NOUN
ajst-1825	96	59	,	,	PUNCT
ajst-1825	96	60	with	with	ADP
ajst-1825	96	61	the	the	DET
ajst-1825	96	62	combination	combination	NOUN
ajst-1825	96	63	of	of	ADP
ajst-1825	96	64	catalyst	catalyst	NOUN
ajst-1825	96	65	and	and	CCONJ
ajst-1825	96	66	temperature	temperature	NOUN
ajst-1825	96	67	as	as	ADP
ajst-1825	96	68	the	the	DET
ajst-1825	96	69	output	output	NOUN
ajst-1825	96	70	layer	layer	NOUN
ajst-1825	96	71	,	,	PUNCT
ajst-1825	96	72	and	and	CCONJ
ajst-1825	96	73	each	each	DET
ajst-1825	96	74	set	set	NOUN
ajst-1825	96	75	of	of	ADP
ajst-1825	96	76	data	datum	NOUN
ajst-1825	96	77	as	as	ADP
ajst-1825	96	78	the	the	DET
ajst-1825	96	79	learning	learning	NOUN
ajst-1825	96	80	sample[12	sample[12	PROPN
ajst-1825	96	81	]	]	PUNCT
ajst-1825	96	82	,	,	PUNCT
ajst-1825	96	83	as	as	SCONJ
ajst-1825	96	84	shown	show	VERB
ajst-1825	96	85	in	in	ADP
ajst-1825	96	86	figure	figure	NOUN
ajst-1825	96	87	7	7	NUM
ajst-1825	96	88	.	.	SYM
ajst-1825	96	89	55	55	NUM
ajst-1825	96	90	  	  	SPACE
ajst-1825	96	91	figure	figure	NOUN
ajst-1825	96	92	7	7	NUM
ajst-1825	96	93	.	.	PUNCT
ajst-1825	96	94	bp	bp	PROPN
ajst-1825	96	95	neural	neural	PROPN
ajst-1825	96	96	network	network	PROPN
ajst-1825	96	97	model	model	PROPN
ajst-1825	96	98	diagram	diagram	PROPN
ajst-1825	96	99	during	during	ADP
ajst-1825	96	100	the	the	DET
ajst-1825	96	101	training	training	NOUN
ajst-1825	96	102	process	process	NOUN
ajst-1825	96	103	,	,	PUNCT
ajst-1825	96	104	70	70	NUM
ajst-1825	96	105	%	%	NOUN
ajst-1825	96	106	of	of	ADP
ajst-1825	96	107	the	the	DET
ajst-1825	96	108	samples	sample	NOUN
ajst-1825	96	109	are	be	AUX
ajst-1825	96	110	taken	take	VERB
ajst-1825	96	111	as	as	ADP
ajst-1825	96	112	the	the	DET
ajst-1825	96	113	training	training	NOUN
ajst-1825	96	114	set	set	NOUN
ajst-1825	96	115	,	,	PUNCT
ajst-1825	96	116	15	15	NUM
ajst-1825	96	117	%	%	NOUN
ajst-1825	96	118	of	of	ADP
ajst-1825	96	119	the	the	DET
ajst-1825	96	120	samples	sample	NOUN
ajst-1825	96	121	are	be	AUX
ajst-1825	96	122	used	use	VERB
ajst-1825	96	123	as	as	ADP
ajst-1825	96	124	the	the	DET
ajst-1825	96	125	test	test	NOUN
ajst-1825	96	126	set	set	NOUN
ajst-1825	96	127	,	,	PUNCT
ajst-1825	96	128	and	and	CCONJ
ajst-1825	96	129	15	15	NUM
ajst-1825	96	130	%	%	NOUN
ajst-1825	96	131	of	of	ADP
ajst-1825	96	132	the	the	DET
ajst-1825	96	133	samples	sample	NOUN
ajst-1825	96	134	are	be	AUX
ajst-1825	96	135	used	use	VERB
ajst-1825	96	136	as	as	ADP
ajst-1825	96	137	the	the	DET
ajst-1825	96	138	validation	validation	NOUN
ajst-1825	96	139	set	set	NOUN
ajst-1825	96	140	,	,	PUNCT
ajst-1825	96	141	and	and	CCONJ
ajst-1825	96	142	the	the	DET
ajst-1825	96	143	bayesian	bayesian	NOUN
ajst-1825	96	144	regularization	regularization	NOUN
ajst-1825	96	145	method	method	NOUN
ajst-1825	96	146	is	be	AUX
ajst-1825	96	147	used	use	VERB
ajst-1825	96	148	for	for	ADP
ajst-1825	96	149	sample	sample	NOUN
ajst-1825	96	150	training	training	NOUN
ajst-1825	97	1	[	[	X
ajst-1825	97	2	13	13	NUM
ajst-1825	97	3	]	]	PUNCT
ajst-1825	97	4	.	.	PUNCT
ajst-1825	98	1	5.2.2	5.2.2	NUM
ajst-1825	98	2	.	.	PUNCT
ajst-1825	98	3	model	model	NOUN
ajst-1825	98	4	solving	solve	VERB
ajst-1825	98	5	the	the	DET
ajst-1825	98	6	solution	solution	NOUN
ajst-1825	98	7	is	be	AUX
ajst-1825	98	8	solved	solve	VERB
ajst-1825	98	9	using	use	VERB
ajst-1825	98	10	matlab	matlab	PROPN
ajst-1825	98	11	,	,	PUNCT
ajst-1825	98	12	and	and	CCONJ
ajst-1825	98	13	the	the	DET
ajst-1825	98	14	result	result	NOUN
ajst-1825	98	15	is	be	AUX
ajst-1825	98	16	shown	show	VERB
ajst-1825	98	17	in	in	ADP
ajst-1825	98	18	figure	figure	NOUN
ajst-1825	98	19	8	8	NUM
ajst-1825	98	20	.	.	PUNCT
ajst-1825	99	1	figure	figure	NOUN
ajst-1825	99	2	8	8	NUM
ajst-1825	99	3	.	.	PUNCT
ajst-1825	100	1	average	average	ADJ
ajst-1825	100	2	squared	square	VERB
ajst-1825	100	3	error	error	NOUN
ajst-1825	100	4	plot	plot	NOUN
ajst-1825	100	5	the	the	DET
ajst-1825	100	6	mean	mean	ADJ
ajst-1825	100	7	squared	square	VERB
ajst-1825	100	8	error	error	NOUN
ajst-1825	100	9	is	be	AUX
ajst-1825	100	10	mse	mse	NOUN
ajst-1825	100	11	=	=	SYM
ajst-1825	100	12	sse	sse	PROPN
ajst-1825	100	13	/	/	SYM
ajst-1825	100	14	n	n	CCONJ
ajst-1825	100	15	,	,	PUNCT
ajst-1825	100	16	the	the	DET
ajst-1825	100	17	minimum	minimum	ADJ
ajst-1825	100	18	value	value	NOUN
ajst-1825	100	19	is	be	AUX
ajst-1825	100	20	0.034368	0.034368	NUM
ajst-1825	100	21	at	at	ADP
ajst-1825	100	22	the	the	DET
ajst-1825	100	23	5th	5th	ADJ
ajst-1825	100	24	training	training	NOUN
ajst-1825	100	25	,	,	PUNCT
ajst-1825	100	26	and	and	CCONJ
ajst-1825	100	27	the	the	DET
ajst-1825	100	28	training	training	NOUN
ajst-1825	100	29	continues	continue	VERB
ajst-1825	100	30	,	,	PUNCT
ajst-1825	100	31	because	because	SCONJ
ajst-1825	100	32	the	the	DET
ajst-1825	100	33	overfitting	overfitte	VERB
ajst-1825	100	34	effect	effect	NOUN
ajst-1825	100	35	is	be	AUX
ajst-1825	100	36	affected	affect	VERB
ajst-1825	100	37	,	,	PUNCT
ajst-1825	100	38	so	so	CCONJ
ajst-1825	100	39	the	the	DET
ajst-1825	100	40	mean	mean	ADJ
ajst-1825	100	41	square	square	ADJ
ajst-1825	100	42	error	error	NOUN
ajst-1825	100	43	rises	rise	VERB
ajst-1825	100	44	again	again	ADV
ajst-1825	100	45	.	.	PUNCT
ajst-1825	101	1	therefore	therefore	ADV
ajst-1825	101	2	,	,	PUNCT
ajst-1825	101	3	the	the	DET
ajst-1825	101	4	data	datum	NOUN
ajst-1825	101	5	with	with	ADP
ajst-1825	101	6	the	the	DET
ajst-1825	101	7	lowest	low	ADJ
ajst-1825	101	8	mean	mean	NOUN
ajst-1825	101	9	squared	square	VERB
ajst-1825	101	10	error	error	NOUN
ajst-1825	101	11	is	be	AUX
ajst-1825	101	12	selected	select	VERB
ajst-1825	101	13	as	as	ADP
ajst-1825	101	14	the	the	DET
ajst-1825	101	15	training	training	NOUN
ajst-1825	101	16	result	result	NOUN
ajst-1825	101	17	.	.	PUNCT
ajst-1825	102	1	figure	figure	NOUN
ajst-1825	102	2	9	9	NUM
ajst-1825	102	3	.	.	PUNCT
ajst-1825	103	1	r	r	NOUN
ajst-1825	103	2	image	image	NOUN
ajst-1825	103	3	in	in	ADP
ajst-1825	103	4	order	order	NOUN
ajst-1825	103	5	to	to	PART
ajst-1825	103	6	fully	fully	ADV
ajst-1825	103	7	compare	compare	VERB
ajst-1825	103	8	the	the	DET
ajst-1825	103	9	c4	c4	NOUN
ajst-1825	103	10	olefins	olefin	NOUN
ajst-1825	103	11	yields	yield	NOUN
ajst-1825	103	12	of	of	ADP
ajst-1825	103	13	different	different	ADJ
ajst-1825	103	14	catalyst	catalyst	NOUN
ajst-1825	103	15	combinations	combination	NOUN
ajst-1825	103	16	at	at	ADP
ajst-1825	103	17	various	various	ADJ
ajst-1825	103	18	temperatures	temperature	NOUN
ajst-1825	103	19	,	,	PUNCT
ajst-1825	103	20	we	we	PRON
ajst-1825	103	21	used	use	VERB
ajst-1825	103	22	the	the	DET
ajst-1825	103	23	sim	sim	ADJ
ajst-1825	103	24	function	function	NOUN
ajst-1825	103	25	to	to	PART
ajst-1825	103	26	predict	predict	VERB
ajst-1825	103	27	that	that	SCONJ
ajst-1825	103	28	the	the	DET
ajst-1825	103	29	c4	c4	NOUN
ajst-1825	103	30	olefins	olefin	NOUN
ajst-1825	103	31	yields	yield	NOUN
ajst-1825	103	32	of	of	ADP
ajst-1825	103	33	a1	a1	NOUN
ajst-1825	103	34	and	and	CCONJ
ajst-1825	103	35	a2	a2	NOUN
ajst-1825	103	36	catalysts	catalyst	NOUN
ajst-1825	103	37	at	at	ADP
ajst-1825	103	38	400	400	NUM
ajst-1825	103	39	degrees	degree	NOUN
ajst-1825	103	40	celsius	celsius	NOUN
ajst-1825	103	41	were	be	AUX
ajst-1825	103	42	38.72	38.72	NUM
ajst-1825	103	43	%	%	NOUN
ajst-1825	103	44	and	and	CCONJ
ajst-1825	103	45	54.68	54.68	NUM
ajst-1825	103	46	%	%	NOUN
ajst-1825	103	47	,	,	PUNCT
ajst-1825	103	48	respectively	respectively	ADV
ajst-1825	103	49	.	.	PUNCT
ajst-1825	104	1	the	the	DET
ajst-1825	104	2	highest	high	ADJ
ajst-1825	104	3	yield	yield	NOUN
ajst-1825	104	4	of	of	ADP
ajst-1825	104	5	each	each	DET
ajst-1825	104	6	catalyst	catalyst	NOUN
ajst-1825	104	7	combination	combination	NOUN
ajst-1825	104	8	at	at	ADP
ajst-1825	104	9	different	different	ADJ
ajst-1825	104	10	temperatures	temperature	NOUN
ajst-1825	104	11	was	be	AUX
ajst-1825	104	12	screened	screen	VERB
ajst-1825	104	13	out	out	ADP
ajst-1825	104	14	,	,	PUNCT
ajst-1825	104	15	and	and	CCONJ
ajst-1825	104	16	the	the	DET
ajst-1825	104	17	peak	peak	NOUN
ajst-1825	104	18	yield	yield	NOUN
ajst-1825	104	19	of	of	ADP
ajst-1825	104	20	c4	c4	NOUN
ajst-1825	104	21	olefins	olefin	NOUN
ajst-1825	104	22	of	of	ADP
ajst-1825	104	23	each	each	DET
ajst-1825	104	24	group	group	NOUN
ajst-1825	104	25	of	of	ADP
ajst-1825	104	26	catalysts	catalyst	NOUN
ajst-1825	104	27	was	be	AUX
ajst-1825	104	28	plotted	plot	VERB
ajst-1825	104	29	,	,	PUNCT
ajst-1825	104	30	as	as	SCONJ
ajst-1825	104	31	shown	show	VERB
ajst-1825	104	32	in	in	ADP
ajst-1825	104	33	figure	figure	NOUN
ajst-1825	104	34	10	10	NUM
ajst-1825	104	35	,	,	PUNCT
ajst-1825	104	36	and	and	CCONJ
ajst-1825	104	37	the	the	DET
ajst-1825	104	38	maximum	maximum	ADJ
ajst-1825	104	39	yield	yield	NOUN
ajst-1825	104	40	of	of	ADP
ajst-1825	104	41	c4	c4	NOUN
ajst-1825	104	42	olefins	olefin	NOUN
ajst-1825	104	43	could	could	AUX
ajst-1825	104	44	be	be	AUX
ajst-1825	104	45	obtained	obtain	VERB
ajst-1825	104	46	at	at	ADP
ajst-1825	104	47	400	400	NUM
ajst-1825	104	48	degrees	degree	NOUN
ajst-1825	104	49	celsius	celsius	NOUN
ajst-1825	104	50	.	.	PUNCT
ajst-1825	105	1	figure	figure	NOUN
ajst-1825	105	2	10	10	NUM
ajst-1825	105	3	.	.	PUNCT
ajst-1825	106	1	peak	peak	NOUN
ajst-1825	106	2	c4	c4	NOUN
ajst-1825	106	3	olefins	olefin	NOUN
ajst-1825	106	4	yield	yield	NOUN
ajst-1825	106	5	of	of	ADP
ajst-1825	106	6	catalysts	catalyst	NOUN
ajst-1825	106	7	in	in	ADP
ajst-1825	106	8	each	each	DET
ajst-1825	106	9	group	group	NOUN
ajst-1825	106	10	5.3	5.3	NUM
ajst-1825	106	11	.	.	PUNCT
ajst-1825	107	1	analysis	analysis	NOUN
ajst-1825	107	2	of	of	ADP
ajst-1825	107	3	results	result	NOUN
ajst-1825	107	4	in	in	ADP
ajst-1825	107	5	the	the	DET
ajst-1825	107	6	reaction	reaction	NOUN
ajst-1825	107	7	below	below	ADP
ajst-1825	107	8	350	350	NUM
ajst-1825	107	9	degrees	degree	NOUN
ajst-1825	107	10	,	,	PUNCT
ajst-1825	107	11	at	at	ADP
ajst-1825	107	12	the	the	DET
ajst-1825	107	13	beginning	beginning	NOUN
ajst-1825	107	14	of	of	ADP
ajst-1825	107	15	ethanol	ethanol	NOUN
ajst-1825	107	16	dehydration	dehydration	NOUN
ajst-1825	107	17	to	to	PART
ajst-1825	107	18	generate	generate	VERB
ajst-1825	107	19	ethylene	ethylene	NOUN
ajst-1825	107	20	,	,	PUNCT
ajst-1825	107	21	ethanol	ethanol	NOUN
ajst-1825	107	22	conversioncontinues	conversioncontinue	NOUN
ajst-1825	107	23	to	to	PART
ajst-1825	107	24	increase	increase	VERB
ajst-1825	107	25	,	,	PUNCT
ajst-1825	107	26	and	and	CCONJ
ajst-1825	107	27	ethylene	ethylene	NOUN
ajst-1825	107	28	further	further	ADJ
ajst-1825	107	29	reacts	react	NOUN
ajst-1825	107	30	in	in	ADP
ajst-1825	107	31	the	the	DET
ajst-1825	107	32	pores	pore	NOUN
ajst-1825	107	33	of	of	ADP
ajst-1825	107	34	the	the	DET
ajst-1825	107	35	catalyst	catalyst	NOUN
ajst-1825	107	36	,	,	PUNCT
ajst-1825	107	37	c4	c4	NOUN
ajst-1825	107	38	olefins	olefin	NOUN
ajst-1825	107	39	selectivity	selectivity	NOUN
ajst-1825	107	40	in	in	ADP
ajst-1825	107	41	addition	addition	NOUN
ajst-1825	107	42	to	to	ADP
ajst-1825	107	43	the	the	DET
ajst-1825	107	44	catalyst	catalyst	NOUN
ajst-1825	107	45	combination	combination	NOUN
ajst-1825	107	46	a2	a2	PROPN
ajst-1825	107	47	,	,	PUNCT
ajst-1825	107	48	a4	a4	PROPN
ajst-1825	107	49	,	,	PUNCT
ajst-1825	107	50	a10	a10	PROPN
ajst-1825	107	51	,	,	PUNCT
ajst-1825	107	52	a12	a12	NOUN
ajst-1825	107	53	,	,	PUNCT
ajst-1825	107	54	b4	b4	PROPN
ajst-1825	107	55	first	first	ADV
ajst-1825	107	56	declined	decline	VERB
ajst-1825	107	57	and	and	CCONJ
ajst-1825	107	58	then	then	ADV
ajst-1825	107	59	rose	rise	VERB
ajst-1825	107	60	,	,	PUNCT
ajst-1825	107	61	the	the	DET
ajst-1825	107	62	overall	overall	ADJ
ajst-1825	107	63	state	state	NOUN
ajst-1825	107	64	of	of	ADP
ajst-1825	107	65	rising	rise	VERB
ajst-1825	107	66	,	,	PUNCT
ajst-1825	107	67	the	the	DET
ajst-1825	107	68	remaining	remain	VERB
ajst-1825	107	69	catalyst	catalyst	NOUN
ajst-1825	107	70	combination	combination	NOUN
ajst-1825	107	71	of	of	ADP
ajst-1825	107	72	c4	c4	NOUN
ajst-1825	107	73	olefins	olefin	NOUN
ajst-1825	107	74	selectivity	selectivity	NOUN
ajst-1825	107	75	is	be	AUX
ajst-1825	107	76	increasing	increase	VERB
ajst-1825	107	77	,	,	PUNCT
ajst-1825	107	78	the	the	DET
ajst-1825	107	79	overall	overall	ADJ
ajst-1825	107	80	c4	c4	NOUN
ajst-1825	107	81	olefins	olefin	NOUN
ajst-1825	107	82	yield	yield	NOUN
ajst-1825	107	83	is	be	AUX
ajst-1825	107	84	also	also	ADV
ajst-1825	107	85	increasing	increase	VERB
ajst-1825	107	86	.	.	PUNCT
ajst-1825	108	1	therefore	therefore	ADV
ajst-1825	108	2	,	,	PUNCT
ajst-1825	108	3	in	in	ADP
ajst-1825	108	4	the	the	DET
ajst-1825	108	5	reaction	reaction	NOUN
ajst-1825	108	6	below	below	ADP
ajst-1825	108	7	350	350	NUM
ajst-1825	108	8	degrees	degree	NOUN
ajst-1825	108	9	,	,	PUNCT
ajst-1825	108	10	the	the	DET
ajst-1825	108	11	c4	c4	NOUN
ajst-1825	108	12	olefins	olefin	NOUN
ajst-1825	108	13	yield	yield	NOUN
ajst-1825	108	14	showed	show	VERB
ajst-1825	108	15	an	an	DET
ajst-1825	108	16	increasing	increase	VERB
ajst-1825	108	17	trend	trend	NOUN
ajst-1825	108	18	.	.	PUNCT
ajst-1825	109	1	by	by	ADP
ajst-1825	109	2	comparing	compare	VERB
ajst-1825	109	3	the	the	DET
ajst-1825	109	4	magnitude	magnitude	NOUN
ajst-1825	109	5	of	of	ADP
ajst-1825	109	6	c4	c4	NOUN
ajst-1825	109	7	olefins	olefin	NOUN
ajst-1825	109	8	yield	yield	NOUN
ajst-1825	109	9	when	when	SCONJ
ajst-1825	109	10	reacting	react	VERB
ajst-1825	109	11	at	at	ADP
ajst-1825	109	12	350	350	NUM
ajst-1825	109	13	degrees	degree	NOUN
ajst-1825	109	14	under	under	ADP
ajst-1825	109	15	each	each	DET
ajst-1825	109	16	group	group	NOUN
ajst-1825	109	17	of	of	ADP
ajst-1825	109	18	catalysts	catalyst	NOUN
ajst-1825	109	19	,	,	PUNCT
ajst-1825	109	20	it	it	PRON
ajst-1825	109	21	was	be	AUX
ajst-1825	109	22	found	find	VERB
ajst-1825	109	23	that	that	SCONJ
ajst-1825	109	24	the	the	DET
ajst-1825	109	25	c4	c4	NOUN
ajst-1825	109	26	olefins	olefin	NOUN
ajst-1825	109	27	yield	yield	NOUN
ajst-1825	109	28	was	be	AUX
ajst-1825	109	29	the	the	DET
ajst-1825	109	30	highest	high	ADJ
ajst-1825	109	31	in	in	ADP
ajst-1825	109	32	the	the	DET
ajst-1825	109	33	catalyst	catalyst	NOUN
ajst-1825	109	34	a2	a2	PROPN
ajst-1825	109	35	combination	combination	NOUN
ajst-1825	109	36	,	,	PUNCT
ajst-1825	109	37	combined	combine	VERB
ajst-1825	109	38	with	with	ADP
ajst-1825	109	39	the	the	DET
ajst-1825	109	40	increasing	increase	VERB
ajst-1825	109	41	trend	trend	NOUN
ajst-1825	109	42	of	of	ADP
ajst-1825	109	43	c4	c4	NOUN
ajst-1825	109	44	olefins	olefin	NOUN
ajst-1825	109	45	yield	yield	NOUN
ajst-1825	109	46	below	below	ADP
ajst-1825	109	47	350	350	NUM
ajst-1825	109	48	degrees	degree	NOUN
ajst-1825	109	49	,	,	PUNCT
ajst-1825	109	50	and	and	CCONJ
ajst-1825	109	51	the	the	DET
ajst-1825	109	52	catalyst	catalyst	NOUN
ajst-1825	109	53	combination	combination	NOUN
ajst-1825	109	54	a2	a2	PROPN
ajst-1825	109	55	was	be	AUX
ajst-1825	109	56	selected	select	VERB
ajst-1825	109	57	to	to	PART
ajst-1825	109	58	react	react	VERB
ajst-1825	109	59	at	at	ADP
ajst-1825	109	60	325	325	NUM
ajst-1825	109	61	degrees	degree	NOUN
ajst-1825	109	62	when	when	SCONJ
ajst-1825	109	63	the	the	DET
ajst-1825	109	64	temperature	temperature	NOUN
ajst-1825	109	65	was	be	AUX
ajst-1825	109	66	lower	low	ADJ
ajst-1825	109	67	than	than	ADP
ajst-1825	109	68	350	350	NUM
ajst-1825	109	69	degrees	degree	NOUN
ajst-1825	109	70	,	,	PUNCT
ajst-1825	109	71	which	which	PRON
ajst-1825	109	72	could	could	AUX
ajst-1825	109	73	make	make	VERB
ajst-1825	109	74	the	the	DET
ajst-1825	109	75	c4	c4	NOUN
ajst-1825	109	76	olefins	olefin	NOUN
ajst-1825	109	77	yield	yield	VERB
ajst-1825	109	78	the	the	DET
ajst-1825	109	79	highest	high	ADJ
ajst-1825	109	80	.	.	PUNCT
ajst-1825	110	1	5.4	5.4	NUM
ajst-1825	110	2	.	.	PUNCT
ajst-1825	110	3	model	model	NOUN
ajst-1825	110	4	overfitting	overfitte	VERB
ajst-1825	110	5	test	test	NOUN
ajst-1825	110	6	in	in	ADP
ajst-1825	110	7	the	the	DET
ajst-1825	110	8	process	process	NOUN
ajst-1825	110	9	of	of	ADP
ajst-1825	110	10	training	training	NOUN
ajst-1825	110	11	data	datum	NOUN
ajst-1825	110	12	of	of	ADP
ajst-1825	110	13	bp	bp	PROPN
ajst-1825	110	14	neural	neural	PROPN
ajst-1825	110	15	network	network	NOUN
ajst-1825	110	16	model	model	NOUN
ajst-1825	110	17	,	,	PUNCT
ajst-1825	110	18	in	in	ADP
ajst-1825	110	19	order	order	NOUN
ajst-1825	110	20	to	to	PART
ajst-1825	110	21	match	match	VERB
ajst-1825	110	22	the	the	DET
ajst-1825	110	23	training	training	NOUN
ajst-1825	110	24	data	datum	NOUN
ajst-1825	110	25	with	with	ADP
ajst-1825	110	26	the	the	DET
ajst-1825	110	27	training	training	NOUN
ajst-1825	110	28	label	label	NOUN
ajst-1825	110	29	,	,	PUNCT
ajst-1825	110	30	there	there	PRON
ajst-1825	110	31	may	may	AUX
ajst-1825	110	32	be	be	AUX
ajst-1825	110	33	overtraining	overtraine	VERB
ajst-1825	110	34	of	of	ADP
ajst-1825	110	35	the	the	DET
ajst-1825	110	36	model	model	NOUN
ajst-1825	110	37	,	,	PUNCT
ajst-1825	110	38	resulting	result	VERB
ajst-1825	110	39	in	in	ADP
ajst-1825	110	40	poor	poor	ADJ
ajst-1825	110	41	generalization	generalization	NOUN
ajst-1825	110	42	ability	ability	NOUN
ajst-1825	110	43	of	of	ADP
ajst-1825	110	44	the	the	DET
ajst-1825	110	45	model	model	NOUN
ajst-1825	110	46	,	,	PUNCT
ajst-1825	110	47	which	which	PRON
ajst-1825	110	48	can	can	AUX
ajst-1825	110	49	be	be	AUX
ajst-1825	110	50	used	use	VERB
ajst-1825	110	51	to	to	PART
ajst-1825	110	52	verify	verify	VERB
ajst-1825	110	53	the	the	DET
ajst-1825	110	54	validity	validity	NOUN
ajst-1825	110	55	of	of	ADP
ajst-1825	110	56	the	the	DET
ajst-1825	110	57	model	model	NOUN
ajst-1825	110	58	prediction	prediction	NOUN
ajst-1825	110	59	results	result	NOUN
ajst-1825	110	60	by	by	ADP
ajst-1825	110	61	retaining	retain	VERB
ajst-1825	110	62	some	some	DET
ajst-1825	110	63	samples	sample	NOUN
ajst-1825	110	64	and	and	CCONJ
ajst-1825	110	65	not	not	PART
ajst-1825	110	66	participating	participate	VERB
ajst-1825	110	67	in	in	ADP
ajst-1825	110	68	the	the	DET
ajst-1825	110	69	training	training	NOUN
ajst-1825	110	70	.	.	PUNCT
ajst-1825	111	1	using	use	VERB
ajst-1825	111	2	the	the	DET
ajst-1825	111	3	sim	sim	ADJ
ajst-1825	111	4	function	function	NOUN
ajst-1825	111	5	and	and	CCONJ
ajst-1825	111	6	the	the	DET
ajst-1825	111	7	trained	train	VERB
ajst-1825	111	8	model	model	NOUN
ajst-1825	111	9	to	to	PART
ajst-1825	111	10	calculate	calculate	VERB
ajst-1825	111	11	the	the	DET
ajst-1825	111	12	predicted	predict	VERB
ajst-1825	111	13	value	value	NOUN
ajst-1825	111	14	of	of	ADP
ajst-1825	111	15	the	the	DET
ajst-1825	111	16	retained	retain	VERB
ajst-1825	111	17	sample	sample	NOUN
ajst-1825	111	18	,	,	PUNCT
ajst-1825	111	19	the	the	DET
ajst-1825	111	20	comparison	comparison	NOUN
ajst-1825	111	21	chart	chart	NOUN
ajst-1825	111	22	between	between	ADP
ajst-1825	111	23	the	the	DET
ajst-1825	111	24	retained	retain	VERB
ajst-1825	111	25	sample	sample	NOUN
ajst-1825	111	26	and	and	CCONJ
ajst-1825	111	27	the	the	DET
ajst-1825	111	28	prediction	prediction	NOUN
ajst-1825	111	29	result	result	NOUN
ajst-1825	111	30	is	be	AUX
ajst-1825	111	31	plotted	plot	VERB
ajst-1825	111	32	,	,	PUNCT
ajst-1825	111	33	as	as	SCONJ
ajst-1825	111	34	shown	show	VERB
ajst-1825	111	35	in	in	ADP
ajst-1825	111	36	figure	figure	NOUN
ajst-1825	111	37	11	11	NUM
ajst-1825	111	38	,	,	PUNCT
ajst-1825	111	39	the	the	DET
ajst-1825	111	40	predicted	predict	VERB
ajst-1825	111	41	data	datum	NOUN
ajst-1825	111	42	and	and	CCONJ
ajst-1825	111	43	the	the	DET
ajst-1825	111	44	original	original	ADJ
ajst-1825	111	45	data	datum	NOUN
ajst-1825	111	46	are	be	AUX
ajst-1825	111	47	highly	highly	ADV
ajst-1825	111	48	consistent	consistent	ADJ
ajst-1825	111	49	,	,	PUNCT
ajst-1825	111	50	and	and	CCONJ
ajst-1825	111	51	the	the	DET
ajst-1825	111	52	error	error	NOUN
ajst-1825	111	53	is	be	AUX
ajst-1825	111	54	controlled	control	VERB
ajst-1825	111	55	within	within	ADP
ajst-1825	111	56	a	a	DET
ajst-1825	111	57	reasonable	reasonable	ADJ
ajst-1825	111	58	range	range	NOUN
ajst-1825	111	59	.	.	PUNCT
ajst-1825	112	1	56	56	NUM
ajst-1825	112	2	figure	figure	NOUN
ajst-1825	112	3	11	11	NUM
ajst-1825	112	4	.	.	PUNCT
ajst-1825	112	5	model	model	NOUN
ajst-1825	112	6	test	test	NOUN
ajst-1825	112	7	plot	plot	NOUN
ajst-1825	112	8	6	6	NUM
ajst-1825	112	9	.	.	PUNCT
ajst-1825	112	10	determine	determine	VERB
ajst-1825	112	11	the	the	DET
ajst-1825	112	12	best	good	ADJ
ajst-1825	112	13	preparation	preparation	NOUN
ajst-1825	112	14	scheme	scheme	NOUN
ajst-1825	112	15	based	base	VERB
ajst-1825	112	16	on	on	ADP
ajst-1825	112	17	netlogo	netlogo	PROPN
ajst-1825	112	18	simulation	simulation	NOUN
ajst-1825	112	19	6.1	6.1	NUM
ajst-1825	112	20	.	.	PUNCT
ajst-1825	113	1	establishment	establishment	NOUN
ajst-1825	113	2	of	of	ADP
ajst-1825	113	3	simulation	simulation	NOUN
ajst-1825	113	4	model	model	NOUN
ajst-1825	113	5	in	in	ADP
ajst-1825	113	6	order	order	NOUN
ajst-1825	113	7	to	to	PART
ajst-1825	113	8	more	more	ADV
ajst-1825	113	9	intuitively	intuitively	ADV
ajst-1825	113	10	simulate	simulate	VERB
ajst-1825	113	11	the	the	DET
ajst-1825	113	12	reaction	reaction	NOUN
ajst-1825	113	13	of	of	ADP
ajst-1825	113	14	ethanol	ethanol	NOUN
ajst-1825	113	15	coupling	coupling	NOUN
ajst-1825	113	16	to	to	ADP
ajst-1825	113	17	c4	c4	VERB
ajst-1825	113	18	olefins	olefin	NOUN
ajst-1825	113	19	under	under	ADP
ajst-1825	113	20	different	different	ADJ
ajst-1825	113	21	experimental	experimental	ADJ
ajst-1825	113	22	combinations	combination	NOUN
ajst-1825	113	23	,	,	PUNCT
ajst-1825	113	24	the	the	DET
ajst-1825	113	25	following	follow	VERB
ajst-1825	113	26	simulation	simulation	NOUN
ajst-1825	113	27	model	model	NOUN
ajst-1825	113	28	is	be	AUX
ajst-1825	113	29	constructed[14	constructed[14	PROPN
ajst-1825	113	30	]	]	X
ajst-1825	113	31	:	:	PUNCT
ajst-1825	113	32	wherein	wherein	SCONJ
ajst-1825	113	33	c2h5oh	c2h5oh	PROPN
ajst-1825	113	34	represents	represent	VERB
ajst-1825	113	35	ethanol	ethanol	NOUN
ajst-1825	113	36	c4	c4	NOUN
ajst-1825	113	37	+	+	CCONJ
ajst-1825	113	38	a	a	PRON
ajst-1825	113	39	represents	represent	VERB
ajst-1825	113	40	the	the	DET
ajst-1825	113	41	first	first	ADJ
ajst-1825	113	42	stage	stage	NOUN
ajst-1825	113	43	product	product	NOUN
ajst-1825	113	44	,	,	PUNCT
ajst-1825	113	45	e	e	PROPN
ajst-1825	114	1	+	+	NOUN
ajst-1825	114	2	p	p	NOUN
ajst-1825	114	3	represents	represent	VERB
ajst-1825	114	4	the	the	DET
ajst-1825	114	5	second	second	ADJ
ajst-1825	114	6	stage	stage	NOUN
ajst-1825	114	7	product	product	NOUN
ajst-1825	114	8	,	,	PUNCT
ajst-1825	114	9	the	the	DET
ajst-1825	114	10	first	first	ADJ
ajst-1825	114	11	stage	stage	NOUN
ajst-1825	114	12	is	be	AUX
ajst-1825	114	13	a	a	DET
ajst-1825	114	14	reversible	reversible	ADJ
ajst-1825	114	15	reaction	reaction	NOUN
ajst-1825	114	16	,	,	PUNCT
ajst-1825	114	17	after	after	SCONJ
ajst-1825	114	18	a	a	DET
ajst-1825	114	19	certain	certain	ADJ
ajst-1825	114	20	period	period	NOUN
ajst-1825	114	21	of	of	ADP
ajst-1825	114	22	reaction	reaction	NOUN
ajst-1825	114	23	will	will	AUX
ajst-1825	114	24	reach	reach	VERB
ajst-1825	114	25	equilibrium	equilibrium	NOUN
ajst-1825	114	26	,	,	PUNCT
ajst-1825	114	27	the	the	DET
ajst-1825	114	28	second	second	ADJ
ajst-1825	114	29	stage	stage	NOUN
ajst-1825	114	30	of	of	ADP
ajst-1825	114	31	the	the	DET
ajst-1825	114	32	reaction	reaction	NOUN
ajst-1825	114	33	is	be	AUX
ajst-1825	114	34	the	the	DET
ajst-1825	114	35	reaction	reaction	NOUN
ajst-1825	114	36	to	to	PART
ajst-1825	114	37	generate	generate	VERB
ajst-1825	114	38	by	by	ADP
ajst-1825	114	39	-	-	PUNCT
ajst-1825	114	40	products	product	NOUN
ajst-1825	114	41	,	,	PUNCT
ajst-1825	114	42	control	control	NOUN
ajst-1825	114	43	reaction	reaction	NOUN
ajst-1825	114	44	time	time	NOUN
ajst-1825	114	45	can	can	AUX
ajst-1825	114	46	improve	improve	VERB
ajst-1825	114	47	c4	c4	NOUN
ajst-1825	114	48	olefins	olefin	NOUN
ajst-1825	114	49	yield	yield	NOUN
ajst-1825	114	50	.	.	PUNCT
ajst-1825	115	1	6.2	6.2	NUM
ajst-1825	115	2	.	.	PUNCT
ajst-1825	116	1	netlogo	netlogo	PROPN
ajst-1825	116	2	simulation	simulation	NOUN
ajst-1825	116	3	results	result	NOUN
ajst-1825	116	4	using	use	VERB
ajst-1825	116	5	netlogo	netlogo	PROPN
ajst-1825	116	6	software[15	software[15	NOUN
ajst-1825	116	7	]	]	PUNCT
ajst-1825	116	8	,	,	PUNCT
ajst-1825	116	9	factors	factor	NOUN
ajst-1825	116	10	other	other	ADJ
ajst-1825	116	11	than	than	ADP
ajst-1825	116	12	temperature	temperature	NOUN
ajst-1825	116	13	,	,	PUNCT
ajst-1825	116	14	catalyst	catalyst	NOUN
ajst-1825	116	15	combination	combination	NOUN
ajst-1825	116	16	,	,	PUNCT
ajst-1825	116	17	and	and	CCONJ
ajst-1825	116	18	ethanol	ethanol	NOUN
ajst-1825	116	19	concentration	concentration	NOUN
ajst-1825	116	20	are	be	AUX
ajst-1825	116	21	guaranteed	guarantee	VERB
ajst-1825	116	22	in	in	ADP
ajst-1825	116	23	the	the	DET
ajst-1825	116	24	reaction	reaction	NOUN
ajst-1825	116	25	cell	cell	NOUN
ajst-1825	116	26	(	(	PUNCT
ajst-1825	116	27	e.g.	e.g.	ADV
ajst-1825	116	28	,	,	PUNCT
ajst-1825	116	29	pressure	pressure	NOUN
ajst-1825	116	30	,	,	PUNCT
ajst-1825	116	31	etc	etc	X
ajst-1825	116	32	.	.	X
ajst-1825	116	33	)	)	PUNCT
ajst-1825	116	34	.	.	PUNCT
ajst-1825	117	1	the	the	DET
ajst-1825	117	2	reaction	reaction	NOUN
ajst-1825	117	3	cell	cell	NOUN
ajst-1825	117	4	effect	effect	NOUN
ajst-1825	117	5	is	be	AUX
ajst-1825	117	6	shown	show	VERB
ajst-1825	117	7	in	in	ADP
ajst-1825	117	8	figure	figure	NOUN
ajst-1825	117	9	12	12	NUM
ajst-1825	117	10	.	.	PUNCT
ajst-1825	118	1	figure	figure	NOUN
ajst-1825	118	2	12	12	NUM
ajst-1825	118	3	.	.	PUNCT
ajst-1825	119	1	simulation	simulation	NOUN
ajst-1825	119	2	reaction	reaction	NOUN
ajst-1825	119	3	cell	cell	NOUN
ajst-1825	119	4	multiple	multiple	ADJ
ajst-1825	119	5	simulations	simulation	NOUN
ajst-1825	119	6	were	be	AUX
ajst-1825	119	7	performed	perform	VERB
ajst-1825	119	8	to	to	PART
ajst-1825	119	9	obtain	obtain	VERB
ajst-1825	119	10	the	the	DET
ajst-1825	119	11	reaction	reaction	NOUN
ajst-1825	119	12	process	process	NOUN
ajst-1825	119	13	under	under	ADP
ajst-1825	119	14	the	the	DET
ajst-1825	119	15	optimal	optimal	ADJ
ajst-1825	119	16	experimental	experimental	ADJ
ajst-1825	119	17	combination	combination	NOUN
ajst-1825	119	18	,	,	PUNCT
ajst-1825	119	19	as	as	SCONJ
ajst-1825	119	20	shown	show	VERB
ajst-1825	119	21	in	in	ADP
ajst-1825	119	22	figure	figure	NOUN
ajst-1825	119	23	13	13	NUM
ajst-1825	119	24	.	.	PUNCT
ajst-1825	120	1	figure	figure	NOUN
ajst-1825	120	2	13	13	NUM
ajst-1825	120	3	.	.	PUNCT
ajst-1825	121	1	simulation	simulation	NOUN
ajst-1825	121	2	process	process	NOUN
ajst-1825	121	3	diagram	diagram	VERB
ajst-1825	121	4	6.3	6.3	NUM
ajst-1825	121	5	.	.	PUNCT
ajst-1825	122	1	analysis	analysis	NOUN
ajst-1825	122	2	of	of	ADP
ajst-1825	122	3	results	result	NOUN
ajst-1825	122	4	due	due	ADP
ajst-1825	122	5	to	to	ADP
ajst-1825	122	6	the	the	DET
ajst-1825	122	7	large	large	ADJ
ajst-1825	122	8	interval	interval	NOUN
ajst-1825	122	9	of	of	ADP
ajst-1825	122	10	experimental	experimental	ADJ
ajst-1825	122	11	temperature	temperature	NOUN
ajst-1825	122	12	selection	selection	NOUN
ajst-1825	122	13	,	,	PUNCT
ajst-1825	122	14	it	it	PRON
ajst-1825	122	15	is	be	AUX
ajst-1825	122	16	not	not	PART
ajst-1825	122	17	possible	possible	ADJ
ajst-1825	122	18	to	to	PART
ajst-1825	122	19	fully	fully	ADV
ajst-1825	122	20	determine	determine	VERB
ajst-1825	122	21	whether	whether	SCONJ
ajst-1825	122	22	the	the	DET
ajst-1825	122	23	optimal	optimal	ADJ
ajst-1825	122	24	reaction	reaction	NOUN
ajst-1825	122	25	temperature	temperature	NOUN
ajst-1825	122	26	is	be	AUX
ajst-1825	122	27	400	400	NUM
ajst-1825	122	28	degrees	degree	NOUN
ajst-1825	122	29	,	,	PUNCT
ajst-1825	122	30	so	so	SCONJ
ajst-1825	122	31	in	in	ADP
ajst-1825	122	32	the	the	DET
ajst-1825	122	33	first	first	ADJ
ajst-1825	122	34	three	three	NUM
ajst-1825	122	35	groups	group	NOUN
ajst-1825	122	36	of	of	ADP
ajst-1825	122	37	experiments	experiment	NOUN
ajst-1825	122	38	,	,	PUNCT
ajst-1825	122	39	we	we	PRON
ajst-1825	122	40	reduce	reduce	VERB
ajst-1825	122	41	the	the	DET
ajst-1825	122	42	experimental	experimental	ADJ
ajst-1825	122	43	temperature	temperature	NOUN
ajst-1825	122	44	interval	interval	NOUN
ajst-1825	122	45	,	,	PUNCT
ajst-1825	122	46	set	set	VERB
ajst-1825	122	47	the	the	DET
ajst-1825	122	48	experimental	experimental	ADJ
ajst-1825	122	49	group	group	NOUN
ajst-1825	122	50	of	of	ADP
ajst-1825	122	51	375	375	NUM
ajst-1825	122	52	degrees	degree	NOUN
ajst-1825	122	53	and	and	CCONJ
ajst-1825	122	54	425	425	NUM
ajst-1825	122	55	degrees	degree	NOUN
ajst-1825	122	56	,	,	PUNCT
ajst-1825	122	57	through	through	ADP
ajst-1825	122	58	netlogo	netlogo	PROPN
ajst-1825	122	59	simulation	simulation	PROPN
ajst-1825	122	60	simulation	simulation	PROPN
ajst-1825	122	61	,	,	PUNCT
ajst-1825	122	62	it	it	PRON
ajst-1825	122	63	can	can	AUX
ajst-1825	122	64	be	be	AUX
ajst-1825	122	65	seen	see	VERB
ajst-1825	122	66	that	that	SCONJ
ajst-1825	122	67	the	the	DET
ajst-1825	122	68	c4	c4	NOUN
ajst-1825	122	69	olefins	olefin	NOUN
ajst-1825	122	70	yield	yield	NOUN
ajst-1825	122	71	of	of	ADP
ajst-1825	122	72	combination	combination	NOUN
ajst-1825	122	73	two	two	NUM
ajst-1825	122	74	is	be	AUX
ajst-1825	122	75	greater	great	ADJ
ajst-1825	122	76	than	than	ADP
ajst-1825	122	77	that	that	PRON
ajst-1825	122	78	of	of	ADP
ajst-1825	122	79	combination	combination	NOUN
ajst-1825	122	80	one	one	NUM
ajst-1825	122	81	and	and	CCONJ
ajst-1825	122	82	combination	combination	NOUN
ajst-1825	122	83	three	three	NUM
ajst-1825	122	84	,	,	PUNCT
ajst-1825	122	85	so	so	ADV
ajst-1825	122	86	400	400	NUM
ajst-1825	122	87	degrees	degree	NOUN
ajst-1825	122	88	is	be	AUX
ajst-1825	122	89	determined	determine	VERB
ajst-1825	122	90	to	to	PART
ajst-1825	122	91	be	be	AUX
ajst-1825	122	92	the	the	DET
ajst-1825	122	93	optimal	optimal	ADJ
ajst-1825	122	94	reaction	reaction	NOUN
ajst-1825	122	95	temperature	temperature	NOUN
ajst-1825	122	96	.	.	PUNCT
ajst-1825	123	1	then	then	ADV
ajst-1825	123	2	,	,	PUNCT
ajst-1825	123	3	by	by	ADP
ajst-1825	123	4	changing	change	VERB
ajst-1825	123	5	the	the	DET
ajst-1825	123	6	co	co	NOUN
ajst-1825	123	7	loading	loading	NOUN
ajst-1825	123	8	amount	amount	NOUN
ajst-1825	123	9	and	and	CCONJ
ajst-1825	123	10	ethanol	ethanol	NOUN
ajst-1825	123	11	concentration	concentration	NOUN
ajst-1825	123	12	with	with	ADP
ajst-1825	123	13	high	high	ADJ
ajst-1825	123	14	sensitivity	sensitivity	NOUN
ajst-1825	123	15	to	to	ADP
ajst-1825	123	16	the	the	DET
ajst-1825	123	17	effect	effect	NOUN
ajst-1825	123	18	reaction	reaction	NOUN
ajst-1825	123	19	,	,	PUNCT
ajst-1825	123	20	the	the	DET
ajst-1825	123	21	optimal	optimal	ADJ
ajst-1825	123	22	reaction	reaction	NOUN
ajst-1825	123	23	temperature	temperature	NOUN
ajst-1825	123	24	for	for	ADP
ajst-1825	123	25	the	the	DET
ajst-1825	123	26	preparation	preparation	NOUN
ajst-1825	123	27	of	of	ADP
ajst-1825	123	28	c4	c4	NOUN
ajst-1825	123	29	olefins	olefin	NOUN
ajst-1825	123	30	and	and	CCONJ
ajst-1825	123	31	the	the	DET
ajst-1825	123	32	catalyst	catalyst	NOUN
ajst-1825	123	33	combination	combination	NOUN
ajst-1825	123	34	were	be	AUX
ajst-1825	123	35	investigated	investigate	VERB
ajst-1825	123	36	by	by	ADP
ajst-1825	123	37	designing	design	VERB
ajst-1825	123	38	combinations	combination	NOUN
ajst-1825	123	39	four	four	NUM
ajst-1825	123	40	and	and	CCONJ
ajst-1825	123	41	five	five	NUM
ajst-1825	123	42	,	,	PUNCT
ajst-1825	123	43	as	as	SCONJ
ajst-1825	123	44	shown	show	VERB
ajst-1825	123	45	in	in	ADP
ajst-1825	123	46	table	table	NOUN
ajst-1825	123	47	4	4	NUM
ajst-1825	123	48	.	.	PUNCT
ajst-1825	123	49	table	table	NOUN
ajst-1825	123	50	4	4	NUM
ajst-1825	123	51	.	.	PUNCT
ajst-1825	123	52	five	five	NUM
ajst-1825	123	53	-	-	PUNCT
ajst-1825	123	54	time	time	NOUN
ajst-1825	123	55	experimental	experimental	ADJ
ajst-1825	123	56	design	design	NOUN
ajst-1825	123	57	table	table	NOUN
ajst-1825	123	58	co	co	NOUN
ajst-1825	123	59	/	/	SYM
ajst-1825	123	60	sio2	sio2	PROPN
ajst-1825	123	61	mass	mass	PROPN
ajst-1825	123	62	(	(	PUNCT
ajst-1825	123	63	mg	mg	PROPN
ajst-1825	123	64	)	)	PUNCT
ajst-1825	123	65	co	co	NOUN
ajst-1825	123	66	loading	load	VERB
ajst-1825	123	67	(	(	PUNCT
ajst-1825	123	68	wt%	wt%	PROPN
ajst-1825	123	69	)	)	PUNCT
ajst-1825	123	70	hap	hap	NOUN
ajst-1825	123	71	mass	mass	PROPN
ajst-1825	123	72	(	(	PUNCT
ajst-1825	123	73	mg	mg	NOUN
ajst-1825	123	74	)	)	PUNCT
ajst-1825	123	75	ethanol	ethanol	NOUN
ajst-1825	123	76	concentration	concentration	NOUN
ajst-1825	123	77	(	(	PUNCT
ajst-1825	123	78	ml	ml	NOUN
ajst-1825	123	79	/	/	SYM
ajst-1825	123	80	min	min	NOUN
ajst-1825	123	81	)	)	PUNCT
ajst-1825	123	82	temperature	temperature	NOUN
ajst-1825	123	83	(	(	PUNCT
ajst-1825	123	84	℃	℃	PROPN
ajst-1825	123	85	)	)	PUNCT
ajst-1825	123	86	combine	combine	VERB
ajst-1825	123	87	1	1	NUM
ajst-1825	123	88	200	200	NUM
ajst-1825	123	89	2	2	NUM
ajst-1825	123	90	200	200	NUM
ajst-1825	123	91	1.68	1.68	NUM
ajst-1825	123	92	375	375	NUM
ajst-1825	123	93	combine	combine	VERB
ajst-1825	123	94	2	2	NUM
ajst-1825	123	95	200	200	NUM
ajst-1825	123	96	2	2	NUM
ajst-1825	123	97	200	200	NUM
ajst-1825	123	98	1.68	1.68	NUM
ajst-1825	123	99	400	400	NUM
ajst-1825	123	100	combine	combine	VERB
ajst-1825	123	101	3	3	NUM
ajst-1825	123	102	200	200	NUM
ajst-1825	123	103	2	2	NUM
ajst-1825	123	104	200	200	NUM
ajst-1825	123	105	1.68	1.68	NUM
ajst-1825	123	106	425	425	NUM
ajst-1825	123	107	combine	combine	VERB
ajst-1825	123	108	4	4	NUM
ajst-1825	123	109	200	200	NUM
ajst-1825	123	110	1	1	NUM
ajst-1825	123	111	200	200	NUM
ajst-1825	123	112	0.9	0.9	NUM
ajst-1825	123	113	400	400	NUM
ajst-1825	123	114	combine	combine	VERB
ajst-1825	123	115	5	5	NUM
ajst-1825	123	116	200	200	NUM
ajst-1825	123	117	0.5	0.5	NUM
ajst-1825	123	118	200	200	NUM
ajst-1825	123	119	0.9	0.9	NUM
ajst-1825	123	120	400	400	NUM
ajst-1825	123	121	7	7	NUM
ajst-1825	123	122	.	.	PUNCT
ajst-1825	123	123	conclusion	conclusion	NOUN
ajst-1825	123	124	in	in	ADP
ajst-1825	123	125	summary	summary	NOUN
ajst-1825	123	126	,	,	PUNCT
ajst-1825	123	127	under	under	ADP
ajst-1825	123	128	different	different	ADJ
ajst-1825	123	129	catalyst	catalyst	NOUN
ajst-1825	123	130	combinations	combination	NOUN
ajst-1825	123	131	,	,	PUNCT
ajst-1825	123	132	the	the	PRON
ajst-1825	123	133	higher	high	ADJ
ajst-1825	123	134	the	the	DET
ajst-1825	123	135	temperature	temperature	NOUN
ajst-1825	123	136	,	,	PUNCT
ajst-1825	123	137	the	the	PRON
ajst-1825	123	138	higher	high	ADJ
ajst-1825	123	139	the	the	DET
ajst-1825	123	140	ethanol	ethanol	NOUN
ajst-1825	123	141	conversion	conversion	NOUN
ajst-1825	123	142	,	,	PUNCT
ajst-1825	123	143	and	and	CCONJ
ajst-1825	123	144	the	the	DET
ajst-1825	123	145	c4	c4	NOUN
ajst-1825	123	146	olefins	olefin	VERB
ajst-1825	123	147	selectivity	selectivity	NOUN
ajst-1825	123	148	changes	change	NOUN
ajst-1825	123	149	with	with	ADP
ajst-1825	123	150	temperature	temperature	NOUN
ajst-1825	123	151	,	,	PUNCT
ajst-1825	123	152	showing	show	VERB
ajst-1825	123	153	first	first	ADJ
ajst-1825	123	154	increase	increase	NOUN
ajst-1825	123	155	and	and	CCONJ
ajst-1825	123	156	then	then	ADV
ajst-1825	123	157	decrease	decrease	VERB
ajst-1825	123	158	,	,	PUNCT
ajst-1825	123	159	reaching	reach	VERB
ajst-1825	123	160	the	the	DET
ajst-1825	123	161	maximum	maximum	NOUN
ajst-1825	123	162	at	at	ADP
ajst-1825	123	163	a	a	DET
ajst-1825	123	164	certain	certain	ADJ
ajst-1825	123	165	temperature	temperature	NOUN
ajst-1825	123	166	.	.	PUNCT
ajst-1825	124	1	through	through	ADP
ajst-1825	124	2	regression	regression	NOUN
ajst-1825	124	3	analysis	analysis	NOUN
ajst-1825	124	4	,	,	PUNCT
ajst-1825	124	5	it	it	PRON
ajst-1825	124	6	was	be	AUX
ajst-1825	124	7	obtained	obtain	VERB
ajst-1825	124	8	that	that	SCONJ
ajst-1825	124	9	the	the	DET
ajst-1825	124	10	ethanol	ethanol	NOUN
ajst-1825	124	11	concentration	concentration	NOUN
ajst-1825	124	12	in	in	ADP
ajst-1825	124	13	the	the	DET
ajst-1825	124	14	catalyst	catalyst	NOUN
ajst-1825	124	15	combination	combination	NOUN
ajst-1825	124	16	had	have	VERB
ajst-1825	124	17	a	a	DET
ajst-1825	124	18	significant	significant	ADJ
ajst-1825	124	19	effect	effect	NOUN
ajst-1825	124	20	on	on	ADP
ajst-1825	124	21	the	the	DET
ajst-1825	124	22	ethanol	ethanol	NOUN
ajst-1825	124	23	conversion	conversion	NOUN
ajst-1825	124	24	,	,	PUNCT
ajst-1825	124	25	and	and	CCONJ
ajst-1825	124	26	the	the	DET
ajst-1825	124	27	ethanol	ethanol	NOUN
ajst-1825	124	28	concentration	concentration	NOUN
ajst-1825	124	29	,	,	PUNCT
ajst-1825	124	30	co	co	NOUN
ajst-1825	124	31	/	/	SYM
ajst-1825	124	32	sio2	sio2	PROPN
ajst-1825	124	33	quality	quality	NOUN
ajst-1825	124	34	and	and	CCONJ
ajst-1825	124	35	co	co	NOUN
ajst-1825	124	36	loading	loading	NOUN
ajst-1825	124	37	amount	amount	NOUN
ajst-1825	124	38	had	have	VERB
ajst-1825	124	39	a	a	DET
ajst-1825	124	40	significant	significant	ADJ
ajst-1825	124	41	effect	effect	NOUN
ajst-1825	124	42	on	on	ADP
ajst-1825	124	43	the	the	DET
ajst-1825	124	44	c4	c4	NOUN
ajst-1825	124	45	olefins	olefin	NOUN
ajst-1825	124	46	selectivity	selectivity	NOUN
ajst-1825	124	47	.	.	PUNCT
ajst-1825	125	1	by	by	ADP
ajst-1825	125	2	using	use	VERB
ajst-1825	125	3	the	the	DET
ajst-1825	125	4	bp	bp	PROPN
ajst-1825	125	5	neural	neural	ADJ
ajst-1825	125	6	network	network	NOUN
ajst-1825	125	7	to	to	PART
ajst-1825	125	8	synthesize	synthesize	VERB
ajst-1825	125	9	the	the	DET
ajst-1825	125	10	temperature	temperature	NOUN
ajst-1825	125	11	and	and	CCONJ
ajst-1825	125	12	catalyst	catalyst	NOUN
ajst-1825	125	13	combination	combination	NOUN
ajst-1825	125	14	,	,	PUNCT
ajst-1825	125	15	the	the	DET
ajst-1825	125	16	catalyst	catalyst	NOUN
ajst-1825	125	17	combination	combination	NOUN
ajst-1825	125	18	with	with	ADP
ajst-1825	125	19	the	the	DET
ajst-1825	125	20	largest	large	ADJ
ajst-1825	125	21	c4	c4	NOUN
ajst-1825	125	22	olefins	olefin	NOUN
ajst-1825	125	23	yield	yield	NOUN
ajst-1825	125	24	was	be	AUX
ajst-1825	125	25	a2	a2	PROPN
ajst-1825	125	26	group	group	NOUN
ajst-1825	125	27	57	57	NUM
ajst-1825	125	28	and	and	CCONJ
ajst-1825	125	29	the	the	DET
ajst-1825	125	30	temperature	temperature	NOUN
ajst-1825	125	31	was	be	AUX
ajst-1825	125	32	400	400	NUM
ajst-1825	125	33	degrees	degree	NOUN
ajst-1825	125	34	.	.	PUNCT
ajst-1825	126	1	at	at	ADP
ajst-1825	126	2	temperatures	temperature	NOUN
ajst-1825	126	3	below	below	ADP
ajst-1825	126	4	350	350	NUM
ajst-1825	126	5	degrees	degree	NOUN
ajst-1825	126	6	,	,	PUNCT
ajst-1825	126	7	the	the	DET
ajst-1825	126	8	catalyst	catalyst	NOUN
ajst-1825	126	9	combination	combination	NOUN
ajst-1825	126	10	a2	a2	NOUN
ajst-1825	126	11	was	be	AUX
ajst-1825	126	12	chosen	choose	VERB
ajst-1825	126	13	at	at	ADP
ajst-1825	126	14	325	325	NUM
ajst-1825	126	15	degrees	degree	NOUN
ajst-1825	126	16	celsius	celsius	NOUN
ajst-1825	126	17	,	,	PUNCT
ajst-1825	126	18	with	with	ADP
ajst-1825	126	19	the	the	DET
ajst-1825	126	20	highest	high	ADJ
ajst-1825	126	21	c4	c4	NOUN
ajst-1825	126	22	olefins	olefin	NOUN
ajst-1825	126	23	yield	yield	NOUN
ajst-1825	126	24	.	.	PUNCT
ajst-1825	127	1	the	the	DET
ajst-1825	127	2	conclusions	conclusion	NOUN
ajst-1825	127	3	were	be	AUX
ajst-1825	127	4	verified	verify	VERB
ajst-1825	127	5	by	by	ADP
ajst-1825	127	6	netlogo	netlogo	PROPN
ajst-1825	127	7	simulation	simulation	NOUN
ajst-1825	127	8	.	.	PUNCT
ajst-1825	128	1	references	reference	NOUN
ajst-1825	128	2	[	[	X
ajst-1825	128	3	1	1	NUM
ajst-1825	128	4	]	]	X
ajst-1825	128	5	h.t.wang	h.t.wang	NOUN
ajst-1825	128	6	,	,	PUNCT
ajst-1825	128	7	g.z.qi	g.z.qi	ADJ
ajst-1825	128	8	,	,	PUNCT
ajst-1825	128	9	x.l.li	x.l.li	PROPN
ajst-1825	128	10	,	,	PUNCT
ajst-1825	128	11	et	et	PROPN
ajst-1825	128	12	al	al	PROPN
ajst-1825	128	13	.	.	PUNCT
ajst-1825	129	1	“	"	PUNCT
ajst-1825	129	2	the	the	DET
ajst-1825	129	3	catalytic	catalytic	ADJ
ajst-1825	129	4	cracking	cracking	NOUN
ajst-1825	129	5	of	of	ADP
ajst-1825	129	6	c4	c4	NOUN
ajst-1825	129	7	olefins	olefin	NOUN
ajst-1825	129	8	on	on	ADP
ajst-1825	129	9	the	the	DET
ajst-1825	129	10	sapo-34	sapo-34	PROPN
ajst-1825	129	11	catalyst	catalyst	NOUN
ajst-1825	129	12	is	be	AUX
ajst-1825	129	13	coupled	couple	VERB
ajst-1825	129	14	with	with	ADP
ajst-1825	129	15	the	the	DET
ajst-1825	129	16	conversion	conversion	NOUN
ajst-1825	129	17	of	of	ADP
ajst-1825	129	18	methanol	methanol	NOUN
ajst-1825	129	19	to	to	ADP
ajst-1825	129	20	olefins	olefin	NOUN
ajst-1825	129	21	”	"	PUNCT
ajst-1825	129	22	,	,	PUNCT
ajst-1825	129	23	chemical	chemical	NOUN
ajst-1825	129	24	reaction	reaction	NOUN
ajst-1825	129	25	engineering	engineering	NOUN
ajst-1825	129	26	and	and	CCONJ
ajst-1825	129	27	processes	process	NOUN
ajst-1825	129	28	,	,	PUNCT
ajst-1825	129	29	vol.29	vol.29	NOUN
ajst-1825	129	30	,	,	PUNCT
ajst-1825	129	31	no.02	no.02	ADJ
ajst-1825	129	32	,	,	PUNCT
ajst-1825	129	33	pp.140	pp.140	PROPN
ajst-1825	129	34	-	-	PUNCT
ajst-1825	129	35	146	146	NUM
ajst-1825	129	36	,	,	PUNCT
ajst-1825	129	37	2013	2013	NUM
ajst-1825	129	38	.	.	PUNCT
ajst-1825	130	1	[	[	X
ajst-1825	130	2	2	2	NUM
ajst-1825	130	3	]	]	X
ajst-1825	130	4	h.yu	h.yu	ADJ
ajst-1825	130	5	.	.	PUNCT
ajst-1825	130	6	‘	'	PUNCT
ajst-1825	130	7	‘	'	PUNCT
ajst-1825	130	8	preparation	preparation	NOUN
ajst-1825	130	9	and	and	CCONJ
ajst-1825	130	10	performance	performance	NOUN
ajst-1825	130	11	study	study	NOUN
ajst-1825	130	12	of	of	ADP
ajst-1825	130	13	olefins	olefin	NOUN
ajst-1825	130	14	catalysts	catalyst	NOUN
ajst-1825	130	15	for	for	ADP
ajst-1825	130	16	catalytic	catalytic	ADJ
ajst-1825	130	17	cracking	cracking	NOUN
ajst-1825	130	18	of	of	ADP
ajst-1825	130	19	light	light	ADJ
ajst-1825	130	20	oil	oil	NOUN
ajst-1825	130	21	’’	’'	PUNCT
ajst-1825	130	22	.	.	PUNCT
ajst-1825	131	1	[	[	X
ajst-1825	131	2	d	d	X
ajst-1825	131	3	]	]	X
ajst-1825	131	4	.	.	PUNCT
ajst-1825	132	1	east	east	PROPN
ajst-1825	132	2	china	china	PROPN
ajst-1825	132	3	university	university	PROPN
ajst-1825	132	4	of	of	ADP
ajst-1825	132	5	science	science	NOUN
ajst-1825	132	6	and	and	CCONJ
ajst-1825	132	7	technology	technology	NOUN
ajst-1825	132	8	,	,	PUNCT
ajst-1825	132	9	2021	2021	NUM
ajst-1825	132	10	.	.	PUNCT
ajst-1825	133	1	[	[	X
ajst-1825	133	2	3	3	X
ajst-1825	133	3	]	]	X
ajst-1825	133	4	j.zhao	j.zhao	X
ajst-1825	133	5	.	.	PUNCT
ajst-1825	134	1	‘	'	PUNCT
ajst-1825	134	2	‘	'	PUNCT
ajst-1825	134	3	the	the	DET
ajst-1825	134	4	development	development	NOUN
ajst-1825	134	5	of	of	ADP
ajst-1825	134	6	coal	coal	NOUN
ajst-1825	134	7	-	-	PUNCT
ajst-1825	134	8	to	to	ADP
ajst-1825	134	9	-	-	PUNCT
ajst-1825	134	10	olefins	olefin	NOUN
ajst-1825	134	11	process	process	NOUN
ajst-1825	134	12	and	and	CCONJ
ajst-1825	134	13	the	the	DET
ajst-1825	134	14	current	current	ADJ
ajst-1825	134	15	situation	situation	NOUN
ajst-1825	134	16	of	of	ADP
ajst-1825	134	17	plant	plant	NOUN
ajst-1825	134	18	construction	construction	NOUN
ajst-1825	134	19	in	in	ADP
ajst-1825	134	20	china	china	PROPN
ajst-1825	134	21	’’	’'	PUNCT
ajst-1825	134	22	.	.	PUNCT
ajst-1825	135	1	sulfur	sulfur	NOUN
ajst-1825	135	2	and	and	CCONJ
ajst-1825	135	3	phosphorus	phosphorus	NOUN
ajst-1825	135	4	design	design	NOUN
ajst-1825	135	5	and	and	CCONJ
ajst-1825	135	6	powder	powder	NOUN
ajst-1825	135	7	engineering	engineering	NOUN
ajst-1825	135	8	,	,	PUNCT
ajst-1825	135	9	no.04	no.04	PROPN
ajst-1825	135	10	,	,	PUNCT
ajst-1825	135	11	pp.4346	pp.4346	VERB
ajst-1825	135	12	+	+	NOUN
ajst-1825	135	13	6	6	NUM
ajst-1825	135	14	,	,	PUNCT
ajst-1825	135	15	2021	2021	NUM
ajst-1825	135	16	.	.	PUNCT
ajst-1825	136	1	[	[	X
ajst-1825	136	2	4	4	NUM
ajst-1825	136	3	]	]	SYM
ajst-1825	136	4	f.zhang	f.zhang	NUM
ajst-1825	136	5	,	,	PUNCT
ajst-1825	136	6	s.s.tian	s.s.tian	ADJ
ajst-1825	136	7	,	,	PUNCT
ajst-1825	136	8	m.s.zhang	m.s.zhang	PROPN
ajst-1825	136	9	.	.	PUNCT
ajst-1825	137	1	‘	'	PUNCT
ajst-1825	137	2	‘	'	PUNCT
ajst-1825	137	3	study	study	NOUN
ajst-1825	137	4	on	on	ADP
ajst-1825	137	5	the	the	DET
ajst-1825	137	6	cocracking	cocracking	NOUN
ajst-1825	137	7	of	of	ADP
ajst-1825	137	8	methanol	methanol	NOUN
ajst-1825	137	9	and	and	CCONJ
ajst-1825	137	10	c4	c4	NOUN
ajst-1825	137	11	olefins	olefin	NOUN
ajst-1825	137	12	to	to	PART
ajst-1825	137	13	produce	produce	VERB
ajst-1825	137	14	ethylene	ethylene	NOUN
ajst-1825	137	15	and	and	CCONJ
ajst-1825	137	16	propylene	propylene	NOUN
ajst-1825	137	17	’’	’'	PUNCT
ajst-1825	137	18	.	.	PUNCT
ajst-1825	138	1	national	national	PROPN
ajst-1825	138	2	industrial	industrial	ADJ
ajst-1825	138	3	catalysis	catalysis	NOUN
ajst-1825	138	4	information	information	NOUN
ajst-1825	138	5	station	station	NOUN
ajst-1825	138	6	,	,	PUNCT
ajst-1825	138	7	industrial	industrial	ADJ
ajst-1825	138	8	catalysis	catalysis	NOUN
ajst-1825	138	9	magazine	magazine	NOUN
ajst-1825	138	10	.	.	PUNCT
ajst-1825	139	1	proceedings	proceeding	NOUN
ajst-1825	139	2	of	of	ADP
ajst-1825	139	3	the	the	DET
ajst-1825	139	4	8th	8th	ADJ
ajst-1825	139	5	national	national	ADJ
ajst-1825	139	6	annual	annual	ADJ
ajst-1825	139	7	conference	conference	NOUN
ajst-1825	139	8	on	on	ADP
ajst-1825	139	9	industrial	industrial	ADJ
ajst-1825	139	10	catalysis	catalysis	NOUN
ajst-1825	139	11	technology	technology	NOUN
ajst-1825	139	12	and	and	CCONJ
ajst-1825	139	13	application	application	NOUN
ajst-1825	139	14	,	,	PUNCT
ajst-1825	140	1	[	[	X
ajst-1825	140	2	c	c	X
ajst-1825	140	3	]	]	X
ajst-1825	140	4	.	.	PUNCT
ajst-1825	141	1	2011	2011	NUM
ajst-1825	141	2	.	.	PUNCT
ajst-1825	142	1	[	[	X
ajst-1825	142	2	5	5	NUM
ajst-1825	142	3	]	]	PUNCT
ajst-1825	142	4	y.f.pang	y.f.pang	PROPN
ajst-1825	142	5	.	.	PUNCT
ajst-1825	143	1	‘	'	PUNCT
ajst-1825	143	2	‘	'	PUNCT
ajst-1825	143	3	mixed	mixed	ADJ
ajst-1825	143	4	c4	c4	NOUN
ajst-1825	143	5	alkane	alkane	NOUN
ajst-1825	143	6	dehydrogenation	dehydrogenation	NOUN
ajst-1825	143	7	to	to	ADP
ajst-1825	143	8	mixed	mixed	ADJ
ajst-1825	143	9	c4	c4	NOUN
ajst-1825	143	10	olefins	olefin	NOUN
ajst-1825	143	11	’’	’'	PUNCT
ajst-1825	144	1	[	[	X
ajst-1825	144	2	d	d	X
ajst-1825	144	3	]	]	X
ajst-1825	144	4	.	.	PUNCT
ajst-1825	145	1	china	china	PROPN
ajst-1825	145	2	university	university	PROPN
ajst-1825	145	3	of	of	ADP
ajst-1825	145	4	petroleum	petroleum	NOUN
ajst-1825	145	5	,	,	PUNCT
ajst-1825	145	6	2011	2011	NUM
ajst-1825	145	7	.	.	PUNCT
ajst-1825	146	1	[	[	X
ajst-1825	146	2	6	6	NUM
ajst-1825	146	3	]	]	X
ajst-1825	146	4	b.w.zhang	b.w.zhang	PROPN
ajst-1825	146	5	,	,	PUNCT
ajst-1825	146	6	l.yan	l.yan	NOUN
ajst-1825	146	7	,	,	PUNCT
ajst-1825	146	8	l.h.lu	l.h.lu	PROPN
ajst-1825	146	9	,	,	PUNCT
ajst-1825	146	10	et	et	PROPN
ajst-1825	146	11	al	al	PROPN
ajst-1825	146	12	.	.	PUNCT
ajst-1825	146	13	‘	'	PUNCT
ajst-1825	146	14	‘	'	PUNCT
ajst-1825	146	15	pearson	pearson	NOUN
ajst-1825	146	16	correlation	correlation	NOUN
ajst-1825	146	17	coefficient	coefficient	NOUN
ajst-1825	146	18	identification	identification	NOUN
ajst-1825	146	19	method	method	NOUN
ajst-1825	146	20	for	for	ADP
ajst-1825	146	21	unipolar	unipolar	ADJ
ajst-1825	146	22	ground	ground	NOUN
ajst-1825	146	23	fault	fault	NOUN
ajst-1825	146	24	of	of	ADP
ajst-1825	146	25	photovoltaic	photovoltaic	NOUN
ajst-1825	146	26	power	power	NOUN
ajst-1825	146	27	plant	plant	NOUN
ajst-1825	146	28	convergence	convergence	NOUN
ajst-1825	146	29	system	system	NOUN
ajst-1825	146	30	’’	’'	PUNCT
ajst-1825	146	31	.	.	PUNCT
ajst-1825	147	1	proceedings	proceeding	NOUN
ajst-1825	147	2	of	of	ADP
ajst-1825	147	3	the	the	DET
ajst-1825	147	4	csu	csu	NOUN
ajst-1825	147	5	-	-	PUNCT
ajst-1825	147	6	epsa	epsa	NOUN
ajst-1825	147	7	,	,	PUNCT
ajst-1825	147	8	vol.34	vol.34	PROPN
ajst-1825	147	9	,	,	PUNCT
ajst-1825	147	10	no.02	no.02	ADJ
ajst-1825	147	11	,	,	PUNCT
ajst-1825	147	12	pp.116	pp.116	PRON
ajst-1825	147	13	-	-	PUNCT
ajst-1825	147	14	121	121	NUM
ajst-1825	147	15	,	,	PUNCT
ajst-1825	147	16	2022	2022	NUM
ajst-1825	147	17	.	.	PUNCT
ajst-1825	148	1	[	[	X
ajst-1825	148	2	7	7	X
ajst-1825	148	3	]	]	X
ajst-1825	148	4	j.j.luo	j.j.luo	PROPN
ajst-1825	148	5	,	,	PUNCT
ajst-1825	148	6	w.z.tang	w.z.tang	PROPN
ajst-1825	148	7	,	,	PUNCT
ajst-1825	148	8	j.t.ding	j.t.de	VERB
ajst-1825	148	9	.	.	PUNCT
ajst-1825	149	1	‘	'	PUNCT
ajst-1825	149	2	‘	'	PUNCT
ajst-1825	149	3	data	data	NOUN
ajst-1825	149	4	visualization	visualization	NOUN
ajst-1825	149	5	study	study	NOUN
ajst-1825	149	6	based	base	VERB
ajst-1825	149	7	on	on	ADP
ajst-1825	149	8	pearson	pearson	PROPN
ajst-1825	149	9	coefficient	coefficient	PROPN
ajst-1825	149	10	under	under	ADP
ajst-1825	149	11	the	the	DET
ajst-1825	149	12	independence	independence	NOUN
ajst-1825	149	13	of	of	ADP
ajst-1825	149	14	control	control	NOUN
ajst-1825	149	15	simulation	simulation	NOUN
ajst-1825	149	16	training	training	NOUN
ajst-1825	149	17	data	datum	NOUN
ajst-1825	149	18	and	and	CCONJ
ajst-1825	149	19	factor	factor	NOUN
ajst-1825	149	20	analysis	analysis	NOUN
ajst-1825	149	21	’’	’'	PUNCT
ajst-1825	149	22	.	.	PUNCT
ajst-1825	150	1	computer	computer	NOUN
ajst-1825	150	2	science	science	PROPN
ajst-1825	150	3	,	,	PUNCT
ajst-1825	150	4	vol.48	vol.48	PROPN
ajst-1825	150	5	,	,	PUNCT
ajst-1825	150	6	no.s1	no.s1	NUM
ajst-1825	150	7	,	,	PUNCT
ajst-1825	150	8	pp.623	pp.623	NOUN
ajst-1825	150	9	-	-	PUNCT
ajst-1825	150	10	628	628	NUM
ajst-1825	150	11	,	,	PUNCT
ajst-1825	150	12	2021	2021	NUM
ajst-1825	150	13	.	.	PUNCT
ajst-1825	151	1	[	[	X
ajst-1825	151	2	8	8	NUM
ajst-1825	151	3	]	]	X
ajst-1825	151	4	anonymous	anonymous	ADJ
ajst-1825	151	5	.	.	PUNCT
ajst-1825	151	6	chemical	chemical	PROPN
ajst-1825	151	7	technology	technology	NOUN
ajst-1825	151	8	.	.	PUNCT
ajst-1825	152	1	‘	'	PUNCT
ajst-1825	152	2	‘	'	PUNCT
ajst-1825	152	3	d	d	PRON
ajst-1825	152	4	study	study	NOUN
ajst-1825	152	5	data	datum	NOUN
ajst-1825	152	6	from	from	ADP
ajst-1825	152	7	a.g	a.g	PROPN
ajst-1825	152	8	.	.	PROPN
ajst-1825	152	9	gayubo	gayubo	PROPN
ajst-1825	152	10	and	and	CCONJ
ajst-1825	152	11	co	co	AUX
ajst-1825	152	12	-	-	NOUN
ajst-1825	152	13	authors	author	NOUN
ajst-1825	152	14	update	update	VERB
ajst-1825	152	15	knowledge	knowledge	NOUN
ajst-1825	152	16	of	of	ADP
ajst-1825	152	17	chemical	chemical	ADJ
ajst-1825	152	18	technology	technology	NOUN
ajst-1825	152	19	’’	’'	PUNCT
ajst-1825	152	20	.	.	PUNCT
ajst-1825	153	1	chemicals	chemical	NOUN
ajst-1825	153	2	&	&	CCONJ
ajst-1825	153	3	chemistry	chemistry	NOUN
ajst-1825	153	4	business	business	NOUN
ajst-1825	153	5	,	,	PUNCT
ajst-1825	153	6	2010	2010	NUM
ajst-1825	153	7	.	.	PUNCT
ajst-1825	154	1	[	[	X
ajst-1825	154	2	9	9	NUM
ajst-1825	154	3	]	]	SYM
ajst-1825	154	4	x.j.chen	x.j.chen	ADJ
ajst-1825	154	5	,	,	PUNCT
ajst-1825	154	6	f.x.ji	f.x.ji	PUNCT
ajst-1825	154	7	.	.	PUNCT
ajst-1825	155	1	‘	'	PUNCT
ajst-1825	155	2	‘	'	PUNCT
ajst-1825	155	3	comprehensive	comprehensive	ADJ
ajst-1825	155	4	evaluation	evaluation	NOUN
ajst-1825	155	5	of	of	ADP
ajst-1825	155	6	customer	customer	NOUN
ajst-1825	155	7	relationship	relationship	NOUN
ajst-1825	155	8	management	management	NOUN
ajst-1825	155	9	,	,	PUNCT
ajst-1825	155	10	internal	internal	ADJ
ajst-1825	155	11	control	control	NOUN
ajst-1825	155	12	and	and	CCONJ
ajst-1825	155	13	m&a	m&a	PROPN
ajst-1825	155	14	performance	performance	NOUN
ajst-1825	155	15	measurement	measurement	NOUN
ajst-1825	155	16	:	:	PUNCT
ajst-1825	155	17	based	base	VERB
ajst-1825	155	18	on	on	ADP
ajst-1825	155	19	multiple	multiple	ADJ
ajst-1825	155	20	linear	linear	ADJ
ajst-1825	155	21	regression	regression	NOUN
ajst-1825	155	22	model	model	NOUN
ajst-1825	155	23	analysis	analysis	NOUN
ajst-1825	155	24	’’	’'	PUNCT
ajst-1825	155	25	.	.	PUNCT
ajst-1825	156	1	manage	manage	VERB
ajst-1825	156	2	comments	comment	NOUN
ajst-1825	156	3	,	,	PUNCT
ajst-1825	156	4	vol.33	vol.33	PRON
ajst-1825	156	5	,	,	PUNCT
ajst-1825	156	6	no.08	no.08	PROPN
ajst-1825	156	7	,	,	PUNCT
ajst-1825	156	8	pp.256262	pp.256262	PROPN
ajst-1825	156	9	,	,	PUNCT
ajst-1825	156	10	2021	2021	NUM
ajst-1825	156	11	.	.	PUNCT
ajst-1825	157	1	[	[	X
ajst-1825	157	2	10	10	NUM
ajst-1825	157	3	]	]	X
ajst-1825	157	4	y.m.zheng	y.m.zheng	PROPN
ajst-1825	157	5	,	,	PUNCT
ajst-1825	157	6	f.j.jin	f.j.jin	PROPN
ajst-1825	157	7	,	,	PUNCT
ajst-1825	157	8	y.q.zheng	y.q.zheng	NOUN
ajst-1825	157	9	.	.	PUNCT
ajst-1825	158	1	‘	'	PUNCT
ajst-1825	158	2	‘	'	PUNCT
ajst-1825	158	3	research	research	NOUN
ajst-1825	158	4	and	and	CCONJ
ajst-1825	158	5	application	application	NOUN
ajst-1825	158	6	of	of	ADP
ajst-1825	158	7	regression	regression	NOUN
ajst-1825	158	8	analysis	analysis	NOUN
ajst-1825	158	9	in	in	ADP
ajst-1825	158	10	formula	formula	NOUN
ajst-1825	158	11	modeling	modeling	NOUN
ajst-1825	158	12	of	of	ADP
ajst-1825	158	13	powder	powder	NOUN
ajst-1825	158	14	metallurgy	metallurgy	NOUN
ajst-1825	158	15	mixtures	mixture	NOUN
ajst-1825	158	16	’’	’'	PUNCT
ajst-1825	158	17	.	.	PUNCT
ajst-1825	159	1	metallurgical	metallurgical	ADJ
ajst-1825	159	2	industry	industry	NOUN
ajst-1825	159	3	automation	automation	NOUN
ajst-1825	159	4	,	,	PUNCT
ajst-1825	159	5	vol.45	vol.45	X
ajst-1825	159	6	,	,	PUNCT
ajst-1825	159	7	no.s1	no.s1	NUM
ajst-1825	159	8	,	,	PUNCT
ajst-1825	159	9	pp.108	pp.108	PROPN
ajst-1825	159	10	-	-	PUNCT
ajst-1825	159	11	113,2021	113,2021	NUM
ajst-1825	159	12	.	.	PUNCT
ajst-1825	160	1	[	[	X
ajst-1825	160	2	11	11	NUM
ajst-1825	160	3	]	]	PUNCT
ajst-1825	160	4	p.h.jing	p.h.jing	NOUN
ajst-1825	160	5	,	,	PUNCT
ajst-1825	160	6	z.y.han	z.y.han	PROPN
ajst-1825	160	7	,	,	PUNCT
ajst-1825	160	8	y.l.ai	y.l.ai	NOUN
ajst-1825	160	9	,	,	PUNCT
ajst-1825	160	10	et	et	PROPN
ajst-1825	160	11	al	al	PROPN
ajst-1825	160	12	.	.	PUNCT
ajst-1825	160	13	‘	'	PUNCT
ajst-1825	160	14	‘	'	PUNCT
ajst-1825	160	15	fault	fault	VERB
ajst-1825	160	16	detection	detection	NOUN
ajst-1825	160	17	of	of	ADP
ajst-1825	160	18	photovoltaic	photovoltaic	NOUN
ajst-1825	160	19	array	array	NOUN
ajst-1825	160	20	based	base	VERB
ajst-1825	160	21	on	on	ADP
ajst-1825	160	22	particle	particle	NOUN
ajst-1825	160	23	swarm	swarm	NOUN
ajst-1825	160	24	optimized	optimize	VERB
ajst-1825	160	25	wavelet	wavelet	NOUN
ajst-1825	160	26	neural	neural	ADJ
ajst-1825	160	27	network	network	NOUN
ajst-1825	160	28	’’	’'	PUNCT
ajst-1825	160	29	.	.	PUNCT
ajst-1825	161	1	geomatics	geomatics	PROPN
ajst-1825	161	2	and	and	CCONJ
ajst-1825	161	3	journal	journal	PROPN
ajst-1825	161	4	of	of	ADP
ajst-1825	161	5	wuhan	wuhan	PROPN
ajst-1825	161	6	university	university	PROPN
ajst-1825	161	7	(	(	PUNCT
ajst-1825	161	8	engineering	engineering	NOUN
ajst-1825	161	9	science	science	NOUN
ajst-1825	161	10	)	)	PUNCT
ajst-1825	161	11	,	,	PUNCT
ajst-1825	161	12	vol.54	vol.54	PROPN
ajst-1825	161	13	,	,	PUNCT
ajst-1825	161	14	no.09	no.09	NOUN
ajst-1825	161	15	,	,	PUNCT
ajst-1825	161	16	pp.860	pp.860	PROPN
ajst-1825	161	17	-	-	PUNCT
ajst-1825	161	18	865	865	NUM
ajst-1825	161	19	,	,	PUNCT
ajst-1825	161	20	2021	2021	NUM
ajst-1825	161	21	.	.	PUNCT
ajst-1825	162	1	[	[	X
ajst-1825	162	2	12	12	NUM
ajst-1825	162	3	]	]	X
ajst-1825	162	4	kumar	kumar	PROPN
ajst-1825	162	5	aayush	aayush	PROPN
ajst-1825	162	6	,	,	PUNCT
ajst-1825	162	7	tripathi	tripathi	PROPN
ajst-1825	162	8	ayush	ayush	PROPN
ajst-1825	162	9	r	r	PROPN
ajst-1825	162	10	,	,	PUNCT
ajst-1825	162	11	satapathy	satapathy	ADJ
ajst-1825	162	12	suresh	suresh	PROPN
ajst-1825	162	13	chandra	chandra	PROPN
ajst-1825	162	14	,	,	PUNCT
ajst-1825	162	15	et	et	PROPN
ajst-1825	162	16	al	al	PROPN
ajst-1825	162	17	.	.	PUNCT
ajst-1825	162	18	‘	'	PUNCT
ajst-1825	162	19	‘	'	PUNCT
ajst-1825	162	20	sars	sar	NOUN
ajst-1825	162	21	-	-	PUNCT
ajst-1825	162	22	net	net	NOUN
ajst-1825	162	23	:	:	PUNCT
ajst-1825	162	24	covid-19	covid-19	PROPN
ajst-1825	162	25	detection	detection	NOUN
ajst-1825	162	26	from	from	ADP
ajst-1825	162	27	chest	chest	NOUN
ajst-1825	162	28	x	x	NOUN
ajst-1825	162	29	-	-	NOUN
ajst-1825	162	30	rays	ray	NOUN
ajst-1825	162	31	by	by	ADP
ajst-1825	162	32	combining	combine	VERB
ajst-1825	162	33	graph	graph	NOUN
ajst-1825	162	34	convolutional	convolutional	ADJ
ajst-1825	162	35	network	network	NOUN
ajst-1825	162	36	and	and	CCONJ
ajst-1825	162	37	convolutional	convolutional	ADJ
ajst-1825	162	38	neural	neural	ADJ
ajst-1825	162	39	network	network	NOUN
ajst-1825	162	40	’’	’'	PUNCT
ajst-1825	162	41	.	.	PUNCT
ajst-1825	162	42	pattern	pattern	NOUN
ajst-1825	162	43	recognition	recognition	NOUN
ajst-1825	162	44	,	,	PUNCT
ajst-1825	162	45	2021	2021	NUM
ajst-1825	162	46	.	.	PUNCT
ajst-1825	163	1	[	[	X
ajst-1825	163	2	13	13	NUM
ajst-1825	163	3	]	]	SYM
ajst-1825	163	4	s.p.lv	s.p.lv	NOUN
ajst-1825	163	5	.	.	PUNCT
ajst-1825	164	1	‘	'	PUNCT
ajst-1825	164	2	‘	'	PUNCT
ajst-1825	164	3	ethanol	ethanol	NOUN
ajst-1825	164	4	-	-	PUNCT
ajst-1825	164	5	coupled	couple	VERB
ajst-1825	164	6	preparation	preparation	NOUN
ajst-1825	164	7	of	of	ADP
ajst-1825	164	8	butanol	butanol	NOUN
ajst-1825	164	9	and	and	CCONJ
ajst-1825	164	10	c_4	c_4	NOUN
ajst-1825	164	11	olefins	olefin	NOUN
ajst-1825	164	12	’’	’'	PUNCT
ajst-1825	165	1	[	[	X
ajst-1825	165	2	d	d	X
ajst-1825	165	3	]	]	X
ajst-1825	165	4	.	.	PUNCT
ajst-1825	166	1	dalian	dalian	PROPN
ajst-1825	166	2	university	university	PROPN
ajst-1825	166	3	of	of	ADP
ajst-1825	166	4	technology	technology	NOUN
ajst-1825	166	5	,	,	PUNCT
ajst-1825	166	6	2018	2018	NUM
ajst-1825	166	7	.	.	PUNCT
ajst-1825	167	1	[	[	X
ajst-1825	167	2	14	14	NUM
ajst-1825	167	3	]	]	PUNCT
ajst-1825	167	4	s.y.yu	s.y.yu	ADJ
ajst-1825	167	5	,	,	PUNCT
ajst-1825	167	6	h.m.zheng	h.m.zheng	NOUN
ajst-1825	167	7	,	,	PUNCT
ajst-1825	167	8	p.ren	p.ren	PROPN
ajst-1825	167	9	,	,	PUNCT
ajst-1825	167	10	et	et	PROPN
ajst-1825	167	11	al	al	PROPN
ajst-1825	167	12	.	.	PUNCT
ajst-1825	168	1	‘	'	PUNCT
ajst-1825	168	2	‘	'	PUNCT
ajst-1825	168	3	hydrogen	hydrogen	NOUN
ajst-1825	168	4	storage	storage	NOUN
ajst-1825	168	5	material	material	NOUN
ajst-1825	168	6	simulation	simulation	NOUN
ajst-1825	168	7	technology	technology	NOUN
ajst-1825	168	8	is	be	AUX
ajst-1825	168	9	applied	apply	VERB
ajst-1825	168	10	to	to	ADP
ajst-1825	168	11	the	the	DET
ajst-1825	168	12	exploration	exploration	NOUN
ajst-1825	168	13	of	of	ADP
ajst-1825	168	14	material	material	ADJ
ajst-1825	168	15	chemistry	chemistry	NOUN
ajst-1825	168	16	experiments	experiment	NOUN
ajst-1825	168	17	’’	’'	PUNCT
ajst-1825	168	18	.	.	PUNCT
ajst-1825	169	1	journal	journal	PROPN
ajst-1825	169	2	of	of	ADP
ajst-1825	169	3	langfang	langfang	PROPN
ajst-1825	169	4	normal	normal	ADJ
ajst-1825	169	5	university(natural	university(natural	ADJ
ajst-1825	169	6	science	science	NOUN
ajst-1825	169	7	edition	edition	NOUN
ajst-1825	169	8	)	)	PUNCT
ajst-1825	169	9	,	,	PUNCT
ajst-1825	169	10	vol.18	vol.18	NOUN
ajst-1825	169	11	,	,	PUNCT
ajst-1825	169	12	no.03	no.03	ADJ
ajst-1825	169	13	,	,	PUNCT
ajst-1825	169	14	pp.54	pp.54	NOUN
ajst-1825	169	15	-	-	PUNCT
ajst-1825	169	16	57	57	NUM
ajst-1825	169	17	,	,	PUNCT
ajst-1825	169	18	2018	2018	NUM
ajst-1825	169	19	.	.	PUNCT
ajst-1825	170	1	[	[	X
ajst-1825	170	2	15	15	NUM
ajst-1825	170	3	]	]	X
ajst-1825	170	4	g.cao	g.cao	ADJ
ajst-1825	170	5	,	,	PUNCT
ajst-1825	170	6	d.s.shen	d.s.shen	ADV
ajst-1825	170	7	,	,	PUNCT
ajst-1825	170	8	z.zhou	z.zhou	NOUN
ajst-1825	170	9	.	.	PUNCT
ajst-1825	171	1	‘	'	PUNCT
ajst-1825	171	2	‘	'	PUNCT
ajst-1825	171	3	exploration	exploration	NOUN
ajst-1825	171	4	and	and	CCONJ
ajst-1825	171	5	practice	practice	NOUN
ajst-1825	171	6	of	of	ADP
ajst-1825	171	7	simulation	simulation	NOUN
ajst-1825	171	8	experiments	experiment	NOUN
ajst-1825	171	9	in	in	ADP
ajst-1825	171	10	the	the	DET
ajst-1825	171	11	teaching	teaching	NOUN
ajst-1825	171	12	of	of	ADP
ajst-1825	171	13	chemical	chemical	NOUN
ajst-1825	171	14	and	and	CCONJ
ajst-1825	171	15	chemical	chemical	NOUN
ajst-1825	171	16	experiments	experiment	NOUN
ajst-1825	171	17	’’	’'	PUNCT
ajst-1825	171	18	.	.	PUNCT
ajst-1825	172	1	heilongjiang	heilongjiang	PROPN
ajst-1825	172	2	education(research	education(research	PROPN
ajst-1825	172	3	and	and	CCONJ
ajst-1825	172	4	evaluation	evaluation	NOUN
ajst-1825	172	5	of	of	ADP
ajst-1825	172	6	higher	high	ADJ
ajst-1825	172	7	education	education	NOUN
ajst-1825	172	8	)	)	PUNCT
ajst-1825	172	9	,	,	PUNCT
ajst-1825	172	10	no.03	no.03	X
ajst-1825	172	11	,	,	PUNCT
ajst-1825	172	12	pp.38	pp.38	NOUN
ajst-1825	172	13	-	-	PUNCT
ajst-1825	172	14	41	41	NUM
ajst-1825	172	15	,	,	PUNCT
ajst-1825	172	16	2018	2018	NUM
ajst-1825	172	17	.	.	PUNCT