id	sid	tid	token	lemma	pos
ajst-30932	1	1	academic	academic	ADJ
ajst-30932	1	2	journal	journal	NOUN
ajst-30932	1	3	of	of	ADP
ajst-30932	1	4	science	science	NOUN
ajst-30932	1	5	and	and	CCONJ
ajst-30932	1	6	technology	technology	NOUN
ajst-30932	1	7	issn	issn	NOUN
ajst-30932	1	8	:	:	PUNCT
ajst-30932	1	9	2771	2771	NUM
ajst-30932	1	10	-	-	SYM
ajst-30932	1	11	3032	3032	NUM
ajst-30932	1	12	|	|	NOUN
ajst-30932	1	13	vol	vol	NOUN
ajst-30932	1	14	.	.	PROPN
ajst-30932	1	15	15	15	NUM
ajst-30932	1	16	,	,	PUNCT
ajst-30932	1	17	no	no	INTJ
ajst-30932	1	18	.	.	NOUN
ajst-30932	1	19	2	2	NUM
ajst-30932	1	20	,	,	PUNCT
ajst-30932	1	21	2025	2025	NUM
ajst-30932	1	22	239	239	NUM
ajst-30932	1	23	research	research	NOUN
ajst-30932	1	24	on	on	ADP
ajst-30932	1	25	optimization	optimization	NOUN
ajst-30932	1	26	for	for	ADP
ajst-30932	1	27	methods	method	NOUN
ajst-30932	1	28	light	light	ADJ
ajst-30932	1	29	hydrocarbon	hydrocarbon	NOUN
ajst-30932	1	30	recovery	recovery	NOUN
ajst-30932	1	31	processes	process	NOUN
ajst-30932	1	32	ning	ning	PROPN
ajst-30932	1	33	su	su	PROPN
ajst-30932	1	34	,	,	PUNCT
ajst-30932	1	35	haijun	haijun	PROPN
ajst-30932	2	1	he	he	PRON
ajst-30932	2	2	college	college	PROPN
ajst-30932	2	3	of	of	ADP
ajst-30932	2	4	petroleum	petroleum	NOUN
ajst-30932	2	5	engineering	engineering	NOUN
ajst-30932	2	6	,	,	PUNCT
ajst-30932	2	7	xi'an	xi'an	PROPN
ajst-30932	2	8	shiyou	shiyou	PROPN
ajst-30932	2	9	university	university	PROPN
ajst-30932	2	10	,	,	PUNCT
ajst-30932	2	11	xi'an	xi'an	PROPN
ajst-30932	2	12	,	,	PUNCT
ajst-30932	2	13	shaanxi	shaanxi	PROPN
ajst-30932	2	14	710065	710065	NUM
ajst-30932	2	15	,	,	PUNCT
ajst-30932	2	16	china	china	PROPN
ajst-30932	2	17	abstract	abstract	NOUN
ajst-30932	2	18	:	:	PUNCT
ajst-30932	2	19	this	this	DET
ajst-30932	2	20	study	study	NOUN
ajst-30932	2	21	provides	provide	VERB
ajst-30932	2	22	a	a	DET
ajst-30932	2	23	systematic	systematic	ADJ
ajst-30932	2	24	review	review	NOUN
ajst-30932	2	25	of	of	ADP
ajst-30932	2	26	the	the	DET
ajst-30932	2	27	fundamental	fundamental	ADJ
ajst-30932	2	28	principles	principle	NOUN
ajst-30932	2	29	and	and	CCONJ
ajst-30932	2	30	optimization	optimization	NOUN
ajst-30932	2	31	strategies	strategy	NOUN
ajst-30932	2	32	for	for	ADP
ajst-30932	2	33	light	light	ADJ
ajst-30932	2	34	hydrocarbon	hydrocarbon	NOUN
ajst-30932	2	35	recovery	recovery	NOUN
ajst-30932	2	36	,	,	PUNCT
ajst-30932	2	37	focusing	focus	VERB
ajst-30932	2	38	on	on	ADP
ajst-30932	2	39	thermodynamics	thermodynamic	NOUN
ajst-30932	2	40	-	-	PUNCT
ajst-30932	2	41	based	base	VERB
ajst-30932	2	42	process	process	NOUN
ajst-30932	2	43	simulation	simulation	NOUN
ajst-30932	2	44	and	and	CCONJ
ajst-30932	2	45	intelligent	intelligent	ADJ
ajst-30932	2	46	optimization	optimization	NOUN
ajst-30932	2	47	methods	method	NOUN
ajst-30932	2	48	.	.	PUNCT
ajst-30932	3	1	the	the	DET
ajst-30932	3	2	study	study	NOUN
ajst-30932	3	3	explores	explore	VERB
ajst-30932	3	4	the	the	DET
ajst-30932	3	5	integration	integration	NOUN
ajst-30932	3	6	of	of	ADP
ajst-30932	3	7	hysys	hysys	NOUN
ajst-30932	3	8	process	process	NOUN
ajst-30932	3	9	simulation	simulation	NOUN
ajst-30932	3	10	with	with	ADP
ajst-30932	3	11	deep	deep	ADJ
ajst-30932	3	12	learning	learning	NOUN
ajst-30932	3	13	techniques	technique	NOUN
ajst-30932	3	14	,	,	PUNCT
ajst-30932	3	15	leveraging	leverage	VERB
ajst-30932	3	16	neural	neural	ADJ
ajst-30932	3	17	networks	network	NOUN
ajst-30932	3	18	,	,	PUNCT
ajst-30932	3	19	genetic	genetic	ADJ
ajst-30932	3	20	algorithms	algorithm	NOUN
ajst-30932	3	21	,	,	PUNCT
ajst-30932	3	22	and	and	CCONJ
ajst-30932	3	23	other	other	ADJ
ajst-30932	3	24	advanced	advanced	ADJ
ajst-30932	3	25	approaches	approach	NOUN
ajst-30932	3	26	to	to	PART
ajst-30932	3	27	optimize	optimize	VERB
ajst-30932	3	28	process	process	NOUN
ajst-30932	3	29	parameters	parameter	NOUN
ajst-30932	3	30	,	,	PUNCT
ajst-30932	3	31	enhance	enhance	VERB
ajst-30932	3	32	recovery	recovery	NOUN
ajst-30932	3	33	efficiency	efficiency	NOUN
ajst-30932	3	34	,	,	PUNCT
ajst-30932	3	35	and	and	CCONJ
ajst-30932	3	36	reduce	reduce	VERB
ajst-30932	3	37	energy	energy	NOUN
ajst-30932	3	38	consumption	consumption	NOUN
ajst-30932	3	39	.	.	PUNCT
ajst-30932	4	1	deep	deep	ADJ
ajst-30932	4	2	learning	learning	NOUN
ajst-30932	4	3	enables	enable	VERB
ajst-30932	4	4	accurate	accurate	ADJ
ajst-30932	4	5	prediction	prediction	NOUN
ajst-30932	4	6	of	of	ADP
ajst-30932	4	7	key	key	ADJ
ajst-30932	4	8	process	process	NOUN
ajst-30932	4	9	variables	variable	NOUN
ajst-30932	4	10	and	and	CCONJ
ajst-30932	4	11	,	,	PUNCT
ajst-30932	4	12	when	when	SCONJ
ajst-30932	4	13	combined	combine	VERB
ajst-30932	4	14	with	with	ADP
ajst-30932	4	15	optimization	optimization	NOUN
ajst-30932	4	16	algorithms	algorithm	NOUN
ajst-30932	4	17	,	,	PUNCT
ajst-30932	4	18	significantly	significantly	ADV
ajst-30932	4	19	improves	improve	VERB
ajst-30932	4	20	system	system	NOUN
ajst-30932	4	21	performance	performance	NOUN
ajst-30932	4	22	.	.	PUNCT
ajst-30932	5	1	the	the	DET
ajst-30932	5	2	synergy	synergy	NOUN
ajst-30932	5	3	between	between	ADP
ajst-30932	5	4	hysys	hysys	NOUN
ajst-30932	5	5	modeling	modeling	NOUN
ajst-30932	5	6	and	and	CCONJ
ajst-30932	5	7	intelligent	intelligent	ADJ
ajst-30932	5	8	optimization	optimization	NOUN
ajst-30932	5	9	offers	offer	VERB
ajst-30932	5	10	a	a	DET
ajst-30932	5	11	novel	novel	ADJ
ajst-30932	5	12	framework	framework	NOUN
ajst-30932	5	13	for	for	ADP
ajst-30932	5	14	enhancing	enhance	VERB
ajst-30932	5	15	the	the	DET
ajst-30932	5	16	efficiency	efficiency	NOUN
ajst-30932	5	17	and	and	CCONJ
ajst-30932	5	18	accuracy	accuracy	NOUN
ajst-30932	5	19	of	of	ADP
ajst-30932	5	20	light	light	ADJ
ajst-30932	5	21	hydrocarbon	hydrocarbon	NOUN
ajst-30932	5	22	recovery	recovery	NOUN
ajst-30932	5	23	,	,	PUNCT
ajst-30932	5	24	contributing	contribute	VERB
ajst-30932	5	25	to	to	ADP
ajst-30932	5	26	the	the	DET
ajst-30932	5	27	advancement	advancement	NOUN
ajst-30932	5	28	of	of	ADP
ajst-30932	5	29	smart	smart	ADJ
ajst-30932	5	30	process	process	NOUN
ajst-30932	5	31	optimization	optimization	NOUN
ajst-30932	5	32	.	.	PUNCT
ajst-30932	6	1	keywords	keyword	NOUN
ajst-30932	6	2	:	:	PUNCT
ajst-30932	6	3	light	light	ADJ
ajst-30932	6	4	hydrocarbon	hydrocarbon	NOUN
ajst-30932	6	5	recovery	recovery	NOUN
ajst-30932	6	6	;	;	PUNCT
ajst-30932	6	7	hysys	hysys	VERB
ajst-30932	6	8	modeling	modeling	NOUN
ajst-30932	6	9	;	;	PUNCT
ajst-30932	6	10	deep	deep	ADJ
ajst-30932	6	11	learning	learning	NOUN
ajst-30932	6	12	;	;	PUNCT
ajst-30932	6	13	optimization	optimization	NOUN
ajst-30932	6	14	algorithms	algorithm	NOUN
ajst-30932	6	15	.	.	PUNCT
ajst-30932	7	1	1	1	X
ajst-30932	7	2	.	.	X
ajst-30932	7	3	introduction	introduction	NOUN
ajst-30932	7	4	with	with	ADP
ajst-30932	7	5	the	the	DET
ajst-30932	7	6	acceleration	acceleration	NOUN
ajst-30932	7	7	of	of	ADP
ajst-30932	7	8	industrialization	industrialization	NOUN
ajst-30932	7	9	and	and	CCONJ
ajst-30932	7	10	the	the	DET
ajst-30932	7	11	continuous	continuous	ADJ
ajst-30932	7	12	change	change	NOUN
ajst-30932	7	13	of	of	ADP
ajst-30932	7	14	energy	energy	NOUN
ajst-30932	7	15	demand	demand	NOUN
ajst-30932	7	16	structure	structure	NOUN
ajst-30932	7	17	,	,	PUNCT
ajst-30932	7	18	the	the	DET
ajst-30932	7	19	highvalue	highvalue	NOUN
ajst-30932	7	20	utilization	utilization	NOUN
ajst-30932	7	21	of	of	ADP
ajst-30932	7	22	natural	natural	ADJ
ajst-30932	7	23	gas	gas	NOUN
ajst-30932	7	24	has	have	AUX
ajst-30932	7	25	become	become	VERB
ajst-30932	7	26	a	a	DET
ajst-30932	7	27	global	global	ADJ
ajst-30932	7	28	focus	focus	NOUN
ajst-30932	7	29	.	.	PUNCT
ajst-30932	8	1	light	light	ADJ
ajst-30932	8	2	hydrocarbon	hydrocarbon	NOUN
ajst-30932	8	3	components	component	NOUN
ajst-30932	8	4	in	in	ADP
ajst-30932	8	5	natural	natural	ADJ
ajst-30932	8	6	gas	gas	NOUN
ajst-30932	8	7	(	(	PUNCT
ajst-30932	8	8	such	such	ADJ
ajst-30932	8	9	as	as	ADP
ajst-30932	8	10	ethane	ethane	NOUN
ajst-30932	8	11	,	,	PUNCT
ajst-30932	8	12	propane	propane	NOUN
ajst-30932	8	13	,	,	PUNCT
ajst-30932	8	14	etc	etc	X
ajst-30932	8	15	.	.	X
ajst-30932	8	16	)	)	PUNCT
ajst-30932	8	17	have	have	AUX
ajst-30932	8	18	gradually	gradually	ADV
ajst-30932	8	19	become	become	VERB
ajst-30932	8	20	important	important	ADJ
ajst-30932	8	21	targets	target	NOUN
ajst-30932	8	22	for	for	ADP
ajst-30932	8	23	optimizing	optimize	VERB
ajst-30932	8	24	energy	energy	NOUN
ajst-30932	8	25	utilization	utilization	NOUN
ajst-30932	8	26	due	due	ADP
ajst-30932	8	27	to	to	ADP
ajst-30932	8	28	their	their	PRON
ajst-30932	8	29	advantages	advantage	NOUN
ajst-30932	8	30	of	of	ADP
ajst-30932	8	31	high	high	ADJ
ajst-30932	8	32	combustion	combustion	NOUN
ajst-30932	8	33	calorific	calorific	NOUN
ajst-30932	8	34	value	value	NOUN
ajst-30932	8	35	and	and	CCONJ
ajst-30932	8	36	environmental	environmental	ADJ
ajst-30932	8	37	friendliness	friendliness	NOUN
ajst-30932	8	38	.	.	PUNCT
ajst-30932	9	1	although	although	SCONJ
ajst-30932	9	2	traditional	traditional	ADJ
ajst-30932	9	3	light	light	ADJ
ajst-30932	9	4	hydrocarbon	hydrocarbon	NOUN
ajst-30932	9	5	recovery	recovery	NOUN
ajst-30932	9	6	processes	process	NOUN
ajst-30932	9	7	have	have	AUX
ajst-30932	9	8	achieved	achieve	VERB
ajst-30932	9	9	certain	certain	ADJ
ajst-30932	9	10	achievements	achievement	NOUN
ajst-30932	9	11	in	in	ADP
ajst-30932	9	12	separation	separation	NOUN
ajst-30932	9	13	efficiency	efficiency	NOUN
ajst-30932	9	14	,	,	PUNCT
ajst-30932	9	15	with	with	ADP
ajst-30932	9	16	the	the	DET
ajst-30932	9	17	diversity	diversity	NOUN
ajst-30932	9	18	of	of	ADP
ajst-30932	9	19	natural	natural	ADJ
ajst-30932	9	20	gas	gas	NOUN
ajst-30932	9	21	components	component	NOUN
ajst-30932	9	22	and	and	CCONJ
ajst-30932	9	23	the	the	DET
ajst-30932	9	24	complexity	complexity	NOUN
ajst-30932	9	25	of	of	ADP
ajst-30932	9	26	operating	operating	NOUN
ajst-30932	9	27	conditions	condition	NOUN
ajst-30932	9	28	,	,	PUNCT
ajst-30932	9	29	traditional	traditional	ADJ
ajst-30932	9	30	methods	method	NOUN
ajst-30932	9	31	can	can	AUX
ajst-30932	9	32	no	no	ADV
ajst-30932	9	33	longer	long	ADV
ajst-30932	9	34	meet	meet	VERB
ajst-30932	9	35	the	the	DET
ajst-30932	9	36	needs	need	NOUN
ajst-30932	9	37	of	of	ADP
ajst-30932	9	38	modern	modern	ADJ
ajst-30932	9	39	industry	industry	NOUN
ajst-30932	9	40	for	for	ADP
ajst-30932	9	41	efficient	efficient	ADJ
ajst-30932	9	42	and	and	CCONJ
ajst-30932	9	43	low	low	ADJ
ajst-30932	9	44	-	-	PUNCT
ajst-30932	9	45	energy	energy	NOUN
ajst-30932	9	46	separation	separation	NOUN
ajst-30932	9	47	technologies	technology	NOUN
ajst-30932	9	48	.	.	PUNCT
ajst-30932	10	1	deng	deng	PROPN
ajst-30932	10	2	zhi'an	zhi'an	PROPN
ajst-30932	10	3	et	et	PROPN
ajst-30932	10	4	al[1	al[1	PROPN
ajst-30932	10	5	]	]	PUNCT
ajst-30932	10	6	.	.	PUNCT
ajst-30932	11	1	proposed	propose	VERB
ajst-30932	11	2	a	a	DET
ajst-30932	11	3	new	new	ADJ
ajst-30932	11	4	process	process	NOUN
ajst-30932	11	5	by	by	ADP
ajst-30932	11	6	utilizing	utilize	VERB
ajst-30932	11	7	the	the	DET
ajst-30932	11	8	cold	cold	ADJ
ajst-30932	11	9	energy	energy	NOUN
ajst-30932	11	10	released	release	VERB
ajst-30932	11	11	during	during	ADP
ajst-30932	11	12	the	the	DET
ajst-30932	11	13	gasification	gasification	NOUN
ajst-30932	11	14	of	of	ADP
ajst-30932	11	15	liquefied	liquefy	VERB
ajst-30932	11	16	natural	natural	ADJ
ajst-30932	11	17	gas	gas	NOUN
ajst-30932	11	18	(	(	PUNCT
ajst-30932	11	19	lng	lng	NOUN
ajst-30932	11	20	)	)	PUNCT
ajst-30932	11	21	and	and	CCONJ
ajst-30932	11	22	combining	combine	VERB
ajst-30932	11	23	three	three	NUM
ajst-30932	11	24	reported	report	VERB
ajst-30932	11	25	lng	lng	PROPN
ajst-30932	11	26	light	light	ADJ
ajst-30932	11	27	hydrocarbon	hydrocarbon	NOUN
ajst-30932	11	28	recovery	recovery	NOUN
ajst-30932	11	29	processes	process	NOUN
ajst-30932	11	30	in	in	ADP
ajst-30932	11	31	the	the	DET
ajst-30932	11	32	literature	literature	NOUN
ajst-30932	11	33	.	.	PUNCT
ajst-30932	12	1	they	they	PRON
ajst-30932	12	2	used	use	VERB
ajst-30932	12	3	hysys	hysys	PROPN
ajst-30932	12	4	simulation	simulation	PROPN
ajst-30932	12	5	software	software	PROPN
ajst-30932	12	6	to	to	PART
ajst-30932	12	7	simulate	simulate	VERB
ajst-30932	12	8	the	the	DET
ajst-30932	12	9	process	process	NOUN
ajst-30932	12	10	and	and	CCONJ
ajst-30932	12	11	conduct	conduct	VERB
ajst-30932	12	12	sensitivity	sensitivity	NOUN
ajst-30932	12	13	analysis	analysis	NOUN
ajst-30932	12	14	.	.	PUNCT
ajst-30932	13	1	xiao	xiao	PROPN
ajst-30932	13	2	rongge	rongge	PROPN
ajst-30932	13	3	et	et	PROPN
ajst-30932	13	4	al[2].integrated	al[2].integrate	VERB
ajst-30932	13	5	the	the	DET
ajst-30932	13	6	direct	direct	ADJ
ajst-30932	13	7	heat	heat	NOUN
ajst-30932	13	8	exchange	exchange	NOUN
ajst-30932	13	9	(	(	PUNCT
ajst-30932	13	10	dhx	dhx	PROPN
ajst-30932	13	11	)	)	PUNCT
ajst-30932	13	12	light	light	ADJ
ajst-30932	13	13	hydrocarbon	hydrocarbon	NOUN
ajst-30932	13	14	recovery	recovery	NOUN
ajst-30932	13	15	process	process	NOUN
ajst-30932	13	16	with	with	ADP
ajst-30932	13	17	self	self	NOUN
ajst-30932	13	18	-	-	PUNCT
ajst-30932	13	19	produced	produce	VERB
ajst-30932	13	20	refrigerant	refrigerant	ADJ
ajst-30932	13	21	refrigeration	refrigeration	NOUN
ajst-30932	13	22	,	,	PUNCT
ajst-30932	13	23	expansion	expansion	NOUN
ajst-30932	13	24	refrigeration	refrigeration	NOUN
ajst-30932	13	25	,	,	PUNCT
ajst-30932	13	26	and	and	CCONJ
ajst-30932	13	27	cold	cold	PROPN
ajst-30932	13	28	box	box	NOUN
ajst-30932	13	29	integrated	integrate	VERB
ajst-30932	13	30	heat	heat	NOUN
ajst-30932	13	31	exchange	exchange	NOUN
ajst-30932	13	32	,	,	PUNCT
ajst-30932	13	33	combining	combine	VERB
ajst-30932	13	34	it	it	PRON
ajst-30932	13	35	with	with	ADP
ajst-30932	13	36	a	a	DET
ajst-30932	13	37	natural	natural	ADJ
ajst-30932	13	38	gas	gas	NOUN
ajst-30932	13	39	low	low	ADJ
ajst-30932	13	40	-	-	PUNCT
ajst-30932	13	41	temperature	temperature	NOUN
ajst-30932	13	42	helium	helium	NOUN
ajst-30932	13	43	recovery	recovery	NOUN
ajst-30932	13	44	process	process	NOUN
ajst-30932	13	45	to	to	PART
ajst-30932	13	46	design	design	VERB
ajst-30932	13	47	a	a	DET
ajst-30932	13	48	co	co	NOUN
ajst-30932	13	49	-	-	NOUN
ajst-30932	13	50	production	production	NOUN
ajst-30932	13	51	process	process	NOUN
ajst-30932	13	52	capable	capable	ADJ
ajst-30932	13	53	of	of	ADP
ajst-30932	13	54	simultaneously	simultaneously	ADV
ajst-30932	13	55	producing	produce	VERB
ajst-30932	13	56	c3	c3	PROPN
ajst-30932	13	57	+	+	PROPN
ajst-30932	13	58	,	,	PUNCT
ajst-30932	13	59	crude	crude	ADJ
ajst-30932	13	60	helium	helium	NOUN
ajst-30932	13	61	,	,	PUNCT
ajst-30932	13	62	and	and	CCONJ
ajst-30932	13	63	lng	lng	PROPN
ajst-30932	13	64	.	.	PUNCT
ajst-30932	14	1	to	to	PART
ajst-30932	14	2	improve	improve	VERB
ajst-30932	14	3	the	the	DET
ajst-30932	14	4	c3	c3	PROPN
ajst-30932	14	5	product	product	NOUN
ajst-30932	14	6	yield	yield	NOUN
ajst-30932	14	7	while	while	SCONJ
ajst-30932	14	8	reducing	reduce	VERB
ajst-30932	14	9	energy	energy	NOUN
ajst-30932	14	10	consumption	consumption	NOUN
ajst-30932	14	11	,	,	PUNCT
ajst-30932	14	12	they	they	PRON
ajst-30932	14	13	simulated	simulate	VERB
ajst-30932	14	14	the	the	DET
ajst-30932	14	15	dhx	dhx	NOUN
ajst-30932	14	16	process	process	NOUN
ajst-30932	14	17	light	light	ADJ
ajst-30932	14	18	hydrocarbon	hydrocarbon	NOUN
ajst-30932	14	19	recovery	recovery	NOUN
ajst-30932	14	20	flow	flow	NOUN
ajst-30932	14	21	using	use	VERB
ajst-30932	14	22	hysys	hysys	NOUN
ajst-30932	14	23	software	software	NOUN
ajst-30932	14	24	,	,	PUNCT
ajst-30932	14	25	established	establish	VERB
ajst-30932	14	26	a	a	DET
ajst-30932	14	27	multi	multi	ADJ
ajst-30932	14	28	-	-	ADJ
ajst-30932	14	29	objective	objective	ADJ
ajst-30932	14	30	optimization	optimization	NOUN
ajst-30932	14	31	regression	regression	NOUN
ajst-30932	14	32	model	model	NOUN
ajst-30932	14	33	with	with	ADP
ajst-30932	14	34	maximum	maximum	ADJ
ajst-30932	14	35	c3	c3	PROPN
ajst-30932	14	36	product	product	NOUN
ajst-30932	14	37	yield	yield	NOUN
ajst-30932	14	38	and	and	CCONJ
ajst-30932	14	39	minimum	minimum	ADJ
ajst-30932	14	40	total	total	ADJ
ajst-30932	14	41	energy	energy	NOUN
ajst-30932	14	42	consumption	consumption	NOUN
ajst-30932	14	43	through	through	ADP
ajst-30932	14	44	matlab	matlab	PROPN
ajst-30932	14	45	software	software	NOUN
ajst-30932	14	46	,	,	PUNCT
ajst-30932	14	47	and	and	CCONJ
ajst-30932	14	48	solved	solve	VERB
ajst-30932	14	49	it	it	PRON
ajst-30932	14	50	using	use	VERB
ajst-30932	14	51	the	the	DET
ajst-30932	14	52	adaptive	adaptive	ADJ
ajst-30932	14	53	second	second	ADJ
ajst-30932	14	54	-	-	PUNCT
ajst-30932	14	55	generation	generation	NOUN
ajst-30932	14	56	non	non	ADJ
ajst-30932	14	57	-	-	ADJ
ajst-30932	14	58	dominated	dominated	ADJ
ajst-30932	14	59	sorting	sort	VERB
ajst-30932	14	60	genetic	genetic	ADJ
ajst-30932	14	61	algorithm	algorithm	NOUN
ajst-30932	14	62	(	(	PUNCT
ajst-30932	14	63	nsga-ⅱ)[3	nsga-ⅱ)[3	NOUN
ajst-30932	14	64	]	]	PUNCT
ajst-30932	14	65	.	.	PUNCT
ajst-30932	15	1	wang	wang	PROPN
ajst-30932	15	2	chuanping	chuanpe	VERB
ajst-30932	15	3	et	et	PRON
ajst-30932	15	4	al[4	al[4	PROPN
ajst-30932	15	5	]	]	PUNCT
ajst-30932	15	6	.	.	PUNCT
ajst-30932	16	1	implemented	implement	VERB
ajst-30932	16	2	pressurization	pressurization	NOUN
ajst-30932	16	3	and	and	CCONJ
ajst-30932	16	4	cryogenic	cryogenic	NOUN
ajst-30932	16	5	efficiency	efficiency	NOUN
ajst-30932	16	6	enhancement	enhancement	NOUN
ajst-30932	16	7	projects	project	NOUN
ajst-30932	16	8	to	to	PART
ajst-30932	16	9	achieve	achieve	VERB
ajst-30932	16	10	long	long	ADJ
ajst-30932	16	11	-	-	PUNCT
ajst-30932	16	12	term	term	NOUN
ajst-30932	16	13	stable	stable	ADJ
ajst-30932	16	14	production	production	NOUN
ajst-30932	16	15	in	in	ADP
ajst-30932	16	16	condensate	condensate	NOUN
ajst-30932	16	17	gas	gas	NOUN
ajst-30932	16	18	fields	field	NOUN
ajst-30932	16	19	,	,	PUNCT
ajst-30932	16	20	comprehensively	comprehensively	ADV
ajst-30932	16	21	improving	improve	VERB
ajst-30932	16	22	the	the	DET
ajst-30932	16	23	development	development	NOUN
ajst-30932	16	24	benefits	benefit	NOUN
ajst-30932	16	25	of	of	ADP
ajst-30932	16	26	the	the	DET
ajst-30932	16	27	gas	gas	NOUN
ajst-30932	16	28	field	field	NOUN
ajst-30932	16	29	by	by	ADP
ajst-30932	16	30	increasing	increase	VERB
ajst-30932	16	31	the	the	DET
ajst-30932	16	32	recovery	recovery	NOUN
ajst-30932	16	33	rate	rate	NOUN
ajst-30932	16	34	of	of	ADP
ajst-30932	16	35	resources	resource	NOUN
ajst-30932	16	36	such	such	ADJ
ajst-30932	16	37	as	as	ADP
ajst-30932	16	38	ethane	ethane	NOUN
ajst-30932	16	39	and	and	CCONJ
ajst-30932	16	40	liquefied	liquefy	VERB
ajst-30932	16	41	gas	gas	NOUN
ajst-30932	16	42	in	in	ADP
ajst-30932	16	43	natural	natural	ADJ
ajst-30932	16	44	gas	gas	NOUN
ajst-30932	16	45	.	.	PUNCT
ajst-30932	17	1	the	the	DET
ajst-30932	17	2	light	light	ADJ
ajst-30932	17	3	hydrocarbon	hydrocarbon	NOUN
ajst-30932	17	4	recovery	recovery	NOUN
ajst-30932	17	5	adopted	adopt	VERB
ajst-30932	17	6	the	the	DET
ajst-30932	17	7	rsv	rsv	PROPN
ajst-30932	17	8	process	process	NOUN
ajst-30932	17	9	,	,	PUNCT
ajst-30932	17	10	with	with	ADP
ajst-30932	17	11	an	an	DET
ajst-30932	17	12	ethane	ethane	NOUN
ajst-30932	17	13	recovery	recovery	NOUN
ajst-30932	17	14	rate	rate	NOUN
ajst-30932	17	15	reaching	reach	VERB
ajst-30932	17	16	95	95	NUM
ajst-30932	17	17	%	%	NOUN
ajst-30932	17	18	.	.	PUNCT
ajst-30932	18	1	in	in	ADP
ajst-30932	18	2	recent	recent	ADJ
ajst-30932	18	3	years	year	NOUN
ajst-30932	18	4	,	,	PUNCT
ajst-30932	18	5	scholars	scholar	NOUN
ajst-30932	18	6	at	at	ADP
ajst-30932	18	7	home	home	ADV
ajst-30932	18	8	and	and	CCONJ
ajst-30932	18	9	abroad	abroad	ADV
ajst-30932	18	10	have	have	AUX
ajst-30932	18	11	increasingly	increasingly	ADV
ajst-30932	18	12	attempted	attempt	VERB
ajst-30932	18	13	to	to	PART
ajst-30932	18	14	introduce	introduce	VERB
ajst-30932	18	15	thermodynamic	thermodynamic	ADJ
ajst-30932	18	16	simulation	simulation	NOUN
ajst-30932	18	17	and	and	CCONJ
ajst-30932	18	18	intelligent	intelligent	ADJ
ajst-30932	18	19	optimization	optimization	NOUN
ajst-30932	18	20	algorithms	algorithm	NOUN
ajst-30932	18	21	into	into	ADP
ajst-30932	18	22	light	light	ADJ
ajst-30932	18	23	hydrocarbon	hydrocarbon	NOUN
ajst-30932	18	24	recovery	recovery	NOUN
ajst-30932	18	25	processes	process	NOUN
ajst-30932	18	26	,	,	PUNCT
ajst-30932	18	27	aiming	aim	VERB
ajst-30932	18	28	to	to	PART
ajst-30932	18	29	achieve	achieve	VERB
ajst-30932	18	30	optimal	optimal	ADJ
ajst-30932	18	31	process	process	NOUN
ajst-30932	18	32	operation	operation	NOUN
ajst-30932	18	33	through	through	ADP
ajst-30932	18	34	precise	precise	ADJ
ajst-30932	18	35	model	model	NOUN
ajst-30932	18	36	prediction	prediction	NOUN
ajst-30932	18	37	and	and	CCONJ
ajst-30932	18	38	intelligent	intelligent	ADJ
ajst-30932	18	39	parameter	parameter	NOUN
ajst-30932	18	40	regulation	regulation	NOUN
ajst-30932	18	41	.	.	PUNCT
ajst-30932	19	1	this	this	DET
ajst-30932	19	2	paper	paper	NOUN
ajst-30932	19	3	aims	aim	VERB
ajst-30932	19	4	to	to	PART
ajst-30932	19	5	discuss	discuss	VERB
ajst-30932	19	6	different	different	ADJ
ajst-30932	19	7	optimization	optimization	NOUN
ajst-30932	19	8	methods	method	NOUN
ajst-30932	19	9	for	for	ADP
ajst-30932	19	10	light	light	ADJ
ajst-30932	19	11	hydrocarbon	hydrocarbon	NOUN
ajst-30932	19	12	recovery	recovery	NOUN
ajst-30932	19	13	,	,	PUNCT
ajst-30932	19	14	firstly	firstly	ADV
ajst-30932	19	15	by	by	ADP
ajst-30932	19	16	constructing	construct	VERB
ajst-30932	19	17	a	a	DET
ajst-30932	19	18	process	process	NOUN
ajst-30932	19	19	simulation	simulation	NOUN
ajst-30932	19	20	platform	platform	NOUN
ajst-30932	19	21	based	base	VERB
ajst-30932	19	22	on	on	ADP
ajst-30932	19	23	hysys	hysys	NOUN
ajst-30932	19	24	for	for	ADP
ajst-30932	19	25	simulation	simulation	NOUN
ajst-30932	19	26	optimization	optimization	NOUN
ajst-30932	19	27	,	,	PUNCT
ajst-30932	19	28	and	and	CCONJ
ajst-30932	19	29	secondly	secondly	ADV
ajst-30932	19	30	by	by	ADP
ajst-30932	19	31	using	use	VERB
ajst-30932	19	32	deep	deep	ADJ
ajst-30932	19	33	learning	learning	NOUN
ajst-30932	19	34	including	include	VERB
ajst-30932	19	35	bp	bp	PROPN
ajst-30932	19	36	neural	neural	ADJ
ajst-30932	19	37	networks	network	NOUN
ajst-30932	19	38	and	and	CCONJ
ajst-30932	19	39	genetic	genetic	ADJ
ajst-30932	19	40	algorithms	algorithm	NOUN
ajst-30932	19	41	to	to	PART
ajst-30932	19	42	optimize	optimize	VERB
ajst-30932	19	43	key	key	ADJ
ajst-30932	19	44	parameters	parameter	NOUN
ajst-30932	19	45	.	.	PUNCT
ajst-30932	20	1	the	the	DET
ajst-30932	20	2	combination	combination	NOUN
ajst-30932	20	3	of	of	ADP
ajst-30932	20	4	hysys	hysy	NOUN
ajst-30932	20	5	and	and	CCONJ
ajst-30932	20	6	deep	deep	ADJ
ajst-30932	20	7	learning	learning	NOUN
ajst-30932	20	8	provides	provide	VERB
ajst-30932	20	9	new	new	ADJ
ajst-30932	20	10	ideas	idea	NOUN
ajst-30932	20	11	and	and	CCONJ
ajst-30932	20	12	technical	technical	ADJ
ajst-30932	20	13	pathways	pathway	NOUN
ajst-30932	20	14	for	for	ADP
ajst-30932	20	15	the	the	DET
ajst-30932	20	16	improvement	improvement	NOUN
ajst-30932	20	17	of	of	ADP
ajst-30932	20	18	light	light	ADJ
ajst-30932	20	19	hydrocarbon	hydrocarbon	NOUN
ajst-30932	20	20	recovery	recovery	NOUN
ajst-30932	20	21	technologies	technology	NOUN
ajst-30932	20	22	,	,	PUNCT
ajst-30932	20	23	and	and	CCONJ
ajst-30932	20	24	is	be	AUX
ajst-30932	20	25	conducive	conducive	ADJ
ajst-30932	20	26	to	to	ADP
ajst-30932	20	27	enhancing	enhance	VERB
ajst-30932	20	28	the	the	DET
ajst-30932	20	29	safety	safety	NOUN
ajst-30932	20	30	,	,	PUNCT
ajst-30932	20	31	stability	stability	NOUN
ajst-30932	20	32	,	,	PUNCT
ajst-30932	20	33	and	and	CCONJ
ajst-30932	20	34	production	production	NOUN
ajst-30932	20	35	efficiency	efficiency	NOUN
ajst-30932	20	36	of	of	ADP
ajst-30932	20	37	production	production	NOUN
ajst-30932	20	38	operations	operation	NOUN
ajst-30932	20	39	.	.	PUNCT
ajst-30932	21	1	2	2	X
ajst-30932	21	2	.	.	X
ajst-30932	21	3	light	light	ADJ
ajst-30932	21	4	hydrocarbon	hydrocarbon	NOUN
ajst-30932	21	5	recovery	recovery	NOUN
ajst-30932	21	6	process	process	NOUN
ajst-30932	21	7	2.1	2.1	NUM
ajst-30932	21	8	.	.	PUNCT
ajst-30932	21	9	basic	basic	ADJ
ajst-30932	21	10	principles	principle	NOUN
ajst-30932	21	11	of	of	ADP
ajst-30932	21	12	light	light	ADJ
ajst-30932	21	13	hydrocarbon	hydrocarbon	NOUN
ajst-30932	21	14	recovery	recovery	NOUN
ajst-30932	21	15	the	the	DET
ajst-30932	21	16	core	core	NOUN
ajst-30932	21	17	of	of	ADP
ajst-30932	21	18	light	light	ADJ
ajst-30932	21	19	hydrocarbon	hydrocarbon	NOUN
ajst-30932	21	20	recovery[5]technology	recovery[5]technology	NOUN
ajst-30932	21	21	lies	lie	VERB
ajst-30932	21	22	in	in	ADP
ajst-30932	21	23	utilizing	utilize	VERB
ajst-30932	21	24	the	the	DET
ajst-30932	21	25	phase	phase	NOUN
ajst-30932	21	26	equilibrium	equilibrium	NOUN
ajst-30932	21	27	characteristics	characteristic	NOUN
ajst-30932	21	28	of	of	ADP
ajst-30932	21	29	different	different	ADJ
ajst-30932	21	30	hydrocarbons	hydrocarbon	NOUN
ajst-30932	21	31	under	under	ADP
ajst-30932	21	32	conditions	condition	NOUN
ajst-30932	21	33	such	such	ADJ
ajst-30932	21	34	as	as	ADP
ajst-30932	21	35	temperature	temperature	NOUN
ajst-30932	21	36	and	and	CCONJ
ajst-30932	21	37	pressure	pressure	NOUN
ajst-30932	21	38	to	to	PART
ajst-30932	21	39	achieve	achieve	VERB
ajst-30932	21	40	efficient	efficient	ADJ
ajst-30932	21	41	separation	separation	NOUN
ajst-30932	21	42	of	of	ADP
ajst-30932	21	43	high	high	ADJ
ajst-30932	21	44	-	-	PUNCT
ajst-30932	21	45	value	value	NOUN
ajst-30932	21	46	components	component	NOUN
ajst-30932	21	47	,	,	PUNCT
ajst-30932	21	48	thereby	thereby	ADV
ajst-30932	21	49	improving	improve	VERB
ajst-30932	21	50	economic	economic	ADJ
ajst-30932	21	51	benefits	benefit	NOUN
ajst-30932	21	52	and	and	CCONJ
ajst-30932	21	53	reducing	reduce	VERB
ajst-30932	21	54	environmental	environmental	ADJ
ajst-30932	21	55	impacts	impact	NOUN
ajst-30932	21	56	.	.	PUNCT
ajst-30932	22	1	by	by	ADP
ajst-30932	22	2	regulating	regulate	VERB
ajst-30932	22	3	process	process	NOUN
ajst-30932	22	4	conditions	condition	NOUN
ajst-30932	22	5	,	,	PUNCT
ajst-30932	22	6	heavy	heavy	ADJ
ajst-30932	22	7	hydrocarbon	hydrocarbon	NOUN
ajst-30932	22	8	components	component	NOUN
ajst-30932	22	9	are	be	AUX
ajst-30932	22	10	liquefied	liquefy	VERB
ajst-30932	22	11	in	in	ADP
ajst-30932	22	12	advance	advance	NOUN
ajst-30932	22	13	,	,	PUNCT
ajst-30932	22	14	while	while	SCONJ
ajst-30932	22	15	light	light	ADJ
ajst-30932	22	16	hydrocarbons	hydrocarbon	NOUN
ajst-30932	22	17	are	be	AUX
ajst-30932	22	18	separated	separate	VERB
ajst-30932	22	19	in	in	ADP
ajst-30932	22	20	gaseous	gaseous	ADJ
ajst-30932	22	21	or	or	CCONJ
ajst-30932	22	22	liquid	liquid	ADJ
ajst-30932	22	23	form	form	NOUN
ajst-30932	22	24	,	,	PUNCT
ajst-30932	22	25	so	so	SCONJ
ajst-30932	22	26	as	as	SCONJ
ajst-30932	22	27	to	to	PART
ajst-30932	22	28	purify	purify	VERB
ajst-30932	22	29	natural	natural	ADJ
ajst-30932	22	30	gas	gas	NOUN
ajst-30932	22	31	and	and	CCONJ
ajst-30932	22	32	enhance	enhance	VERB
ajst-30932	22	33	product	product	NOUN
ajst-30932	22	34	quality	quality	NOUN
ajst-30932	22	35	.	.	PUNCT
ajst-30932	23	1	this	this	DET
ajst-30932	23	2	process	process	NOUN
ajst-30932	23	3	not	not	PART
ajst-30932	23	4	only	only	ADV
ajst-30932	23	5	relies	rely	VERB
ajst-30932	23	6	on	on	ADP
ajst-30932	23	7	heat	heat	NOUN
ajst-30932	23	8	transfer	transfer	NOUN
ajst-30932	23	9	and	and	CCONJ
ajst-30932	23	10	pressure	pressure	NOUN
ajst-30932	23	11	regulation	regulation	NOUN
ajst-30932	23	12	between	between	ADP
ajst-30932	23	13	equipment	equipment	NOUN
ajst-30932	23	14	but	but	CCONJ
ajst-30932	23	15	also	also	ADV
ajst-30932	23	16	involves	involve	VERB
ajst-30932	23	17	precise	precise	ADJ
ajst-30932	23	18	calculations	calculation	NOUN
ajst-30932	23	19	of	of	ADP
ajst-30932	23	20	physical	physical	ADJ
ajst-30932	23	21	property	property	NOUN
ajst-30932	23	22	parameters	parameter	NOUN
ajst-30932	23	23	and	and	CCONJ
ajst-30932	23	24	equation	equation	NOUN
ajst-30932	23	25	of	of	ADP
ajst-30932	23	26	state	state	NOUN
ajst-30932	23	27	.	.	PUNCT
ajst-30932	24	1	240	240	NUM
ajst-30932	24	2	figure	figure	NOUN
ajst-30932	24	3	1	1	NUM
ajst-30932	24	4	.	.	PUNCT
ajst-30932	24	5	pressure	pressure	NOUN
ajst-30932	24	6	and	and	CCONJ
ajst-30932	24	7	temperature	temperature	NOUN
ajst-30932	24	8	equilibrium	equilibrium	NOUN
ajst-30932	24	9	curve	curve	NOUN
ajst-30932	24	10	diagram	diagram	NOUN
ajst-30932	24	11	of	of	ADP
ajst-30932	24	12	methane	methane	NOUN
ajst-30932	24	13	and	and	CCONJ
ajst-30932	24	14	lng	lng	PROPN
ajst-30932	24	15	2.2	2.2	NUM
ajst-30932	24	16	.	.	PUNCT
ajst-30932	25	1	main	main	ADJ
ajst-30932	25	2	methods	method	NOUN
ajst-30932	25	3	of	of	ADP
ajst-30932	25	4	light	light	ADJ
ajst-30932	25	5	hydrocarbon	hydrocarbon	NOUN
ajst-30932	25	6	recovery	recovery	NOUN
ajst-30932	25	7	the	the	DET
ajst-30932	25	8	main	main	ADJ
ajst-30932	25	9	processes	process	NOUN
ajst-30932	25	10	for	for	ADP
ajst-30932	25	11	light	light	ADJ
ajst-30932	25	12	hydrocarbon	hydrocarbon	NOUN
ajst-30932	25	13	recovery	recovery	NOUN
ajst-30932	25	14	from	from	ADP
ajst-30932	25	15	natural	natural	ADJ
ajst-30932	25	16	gas	gas	NOUN
ajst-30932	25	17	are	be	AUX
ajst-30932	25	18	classified	classify	VERB
ajst-30932	25	19	into	into	ADP
ajst-30932	25	20	solvent	solvent	ADJ
ajst-30932	25	21	absorption	absorption	NOUN
ajst-30932	25	22	separation	separation	NOUN
ajst-30932	25	23	process	process	NOUN
ajst-30932	25	24	,	,	PUNCT
ajst-30932	25	25	solid	solid	ADJ
ajst-30932	25	26	adsorption	adsorption	NOUN
ajst-30932	25	27	separation	separation	NOUN
ajst-30932	25	28	process	process	NOUN
ajst-30932	25	29	,	,	PUNCT
ajst-30932	25	30	low	low	ADJ
ajst-30932	25	31	-	-	PUNCT
ajst-30932	25	32	temperature	temperature	NOUN
ajst-30932	25	33	phase	phase	NOUN
ajst-30932	25	34	change	change	NOUN
ajst-30932	25	35	separation	separation	NOUN
ajst-30932	25	36	process	process	NOUN
ajst-30932	25	37	,	,	PUNCT
ajst-30932	25	38	and	and	CCONJ
ajst-30932	25	39	membrane	membrane	NOUN
ajst-30932	25	40	permeation	permeation	NOUN
ajst-30932	25	41	separation	separation	NOUN
ajst-30932	25	42	process[6	process[6	NOUN
ajst-30932	25	43	]	]	PUNCT
ajst-30932	25	44	.	.	PUNCT
ajst-30932	26	1	solvent	solvent	ADJ
ajst-30932	26	2	absorption	absorption	NOUN
ajst-30932	26	3	method	method	NOUN
ajst-30932	26	4	achieves	achieve	VERB
ajst-30932	26	5	separation	separation	NOUN
ajst-30932	26	6	by	by	ADP
ajst-30932	26	7	establishing	establish	VERB
ajst-30932	26	8	a	a	DET
ajst-30932	26	9	gas	gas	NOUN
ajst-30932	26	10	-	-	PUNCT
ajst-30932	26	11	liquid	liquid	ADJ
ajst-30932	26	12	two	two	NUM
ajst-30932	26	13	-	-	PUNCT
ajst-30932	26	14	phase	phase	NOUN
ajst-30932	26	15	system	system	NOUN
ajst-30932	26	16	,	,	PUNCT
ajst-30932	26	17	relying	rely	VERB
ajst-30932	26	18	on	on	ADP
ajst-30932	26	19	the	the	DET
ajst-30932	26	20	difference	difference	NOUN
ajst-30932	26	21	in	in	ADP
ajst-30932	26	22	solubility	solubility	NOUN
ajst-30932	26	23	of	of	ADP
ajst-30932	26	24	hydrocarbon	hydrocarbon	NOUN
ajst-30932	26	25	components	component	NOUN
ajst-30932	26	26	in	in	ADP
ajst-30932	26	27	medium	medium	ADJ
ajst-30932	26	28	oils	oil	NOUN
ajst-30932	26	29	(	(	PUNCT
ajst-30932	26	30	such	such	ADJ
ajst-30932	26	31	as	as	ADP
ajst-30932	26	32	naphtha	naphtha	NOUN
ajst-30932	26	33	-	-	PUNCT
ajst-30932	26	34	diesel	diesel	NOUN
ajst-30932	26	35	mixed	mix	VERB
ajst-30932	26	36	solvents	solvent	NOUN
ajst-30932	26	37	)	)	PUNCT
ajst-30932	26	38	.	.	PUNCT
ajst-30932	27	1	however	however	ADV
ajst-30932	27	2	,	,	PUNCT
ajst-30932	27	3	this	this	DET
ajst-30932	27	4	process	process	NOUN
ajst-30932	27	5	faces	face	VERB
ajst-30932	27	6	bottlenecks	bottleneck	NOUN
ajst-30932	27	7	such	such	ADJ
ajst-30932	27	8	as	as	ADP
ajst-30932	27	9	high	high	ADJ
ajst-30932	27	10	system	system	NOUN
ajst-30932	27	11	complexity	complexity	NOUN
ajst-30932	27	12	and	and	CCONJ
ajst-30932	27	13	poor	poor	ADJ
ajst-30932	27	14	operational	operational	ADJ
ajst-30932	27	15	economy	economy	NOUN
ajst-30932	27	16	,	,	PUNCT
ajst-30932	27	17	and	and	CCONJ
ajst-30932	27	18	is	be	AUX
ajst-30932	27	19	gradually	gradually	ADV
ajst-30932	27	20	being	be	AUX
ajst-30932	27	21	replaced	replace	VERB
ajst-30932	27	22	by	by	ADP
ajst-30932	27	23	new	new	ADJ
ajst-30932	27	24	low	low	ADJ
ajst-30932	27	25	-	-	PUNCT
ajst-30932	27	26	temperature	temperature	NOUN
ajst-30932	27	27	technologies[7	technologies[7	ADP
ajst-30932	27	28	]	]	PUNCT
ajst-30932	27	29	.	.	PUNCT
ajst-30932	28	1	adsorption	adsorption	NOUN
ajst-30932	28	2	method[8	method[8	PROPN
ajst-30932	28	3	]	]	PUNCT
ajst-30932	28	4	enriches	enrich	VERB
ajst-30932	28	5	light	light	ADJ
ajst-30932	28	6	hydrocarbons	hydrocarbon	NOUN
ajst-30932	28	7	through	through	ADP
ajst-30932	28	8	the	the	DET
ajst-30932	28	9	selective	selective	ADJ
ajst-30932	28	10	adsorption	adsorption	NOUN
ajst-30932	28	11	properties	property	NOUN
ajst-30932	28	12	of	of	ADP
ajst-30932	28	13	porous	porous	ADJ
ajst-30932	28	14	materials	material	NOUN
ajst-30932	28	15	,	,	PUNCT
ajst-30932	28	16	offering	offer	VERB
ajst-30932	28	17	advantages	advantage	NOUN
ajst-30932	28	18	such	such	ADJ
ajst-30932	28	19	as	as	ADP
ajst-30932	28	20	compact	compact	ADJ
ajst-30932	28	21	equipment	equipment	NOUN
ajst-30932	28	22	and	and	CCONJ
ajst-30932	28	23	low	low	ADJ
ajst-30932	28	24	infrastructure	infrastructure	NOUN
ajst-30932	28	25	costs	cost	NOUN
ajst-30932	28	26	.	.	PUNCT
ajst-30932	29	1	however	however	ADV
ajst-30932	29	2	,	,	PUNCT
ajst-30932	29	3	its	its	PRON
ajst-30932	29	4	industrial	industrial	ADJ
ajst-30932	29	5	applicability	applicability	NOUN
ajst-30932	29	6	has	have	VERB
ajst-30932	29	7	obvious	obvious	ADJ
ajst-30932	29	8	limitations	limitation	NOUN
ajst-30932	29	9	due	due	ADP
ajst-30932	29	10	to	to	ADP
ajst-30932	29	11	the	the	DET
ajst-30932	29	12	constraints	constraint	NOUN
ajst-30932	29	13	of	of	ADP
ajst-30932	29	14	adsorption	adsorption	NOUN
ajst-30932	29	15	kinetics	kinetic	NOUN
ajst-30932	29	16	for	for	ADP
ajst-30932	29	17	key	key	ADJ
ajst-30932	29	18	components	component	NOUN
ajst-30932	29	19	like	like	ADP
ajst-30932	29	20	ethane	ethane	NOUN
ajst-30932	29	21	.	.	PUNCT
ajst-30932	30	1	low	low	ADJ
ajst-30932	30	2	-	-	PUNCT
ajst-30932	30	3	temperature	temperature	NOUN
ajst-30932	30	4	condensation	condensation	NOUN
ajst-30932	30	5	process	process	NOUN
ajst-30932	30	6	realizes	realize	VERB
ajst-30932	30	7	gradient	gradient	NOUN
ajst-30932	30	8	condensation	condensation	NOUN
ajst-30932	30	9	separation	separation	NOUN
ajst-30932	30	10	by	by	ADP
ajst-30932	30	11	precisely	precisely	ADV
ajst-30932	30	12	controlling	control	VERB
ajst-30932	30	13	the	the	DET
ajst-30932	30	14	pressuretemperature	pressuretemperature	NOUN
ajst-30932	30	15	field	field	NOUN
ajst-30932	30	16	,	,	PUNCT
ajst-30932	30	17	based	base	VERB
ajst-30932	30	18	on	on	ADP
ajst-30932	30	19	the	the	DET
ajst-30932	30	20	differences	difference	NOUN
ajst-30932	30	21	in	in	ADP
ajst-30932	30	22	critical	critical	ADJ
ajst-30932	30	23	phase	phase	NOUN
ajst-30932	30	24	change	change	NOUN
ajst-30932	30	25	parameters	parameter	NOUN
ajst-30932	30	26	of	of	ADP
ajst-30932	30	27	each	each	DET
ajst-30932	30	28	component[9].with	component[9].with	NOUN
ajst-30932	30	29	its	its	PRON
ajst-30932	30	30	process	process	NOUN
ajst-30932	30	31	stability	stability	NOUN
ajst-30932	30	32	and	and	CCONJ
ajst-30932	30	33	energy	energy	NOUN
ajst-30932	30	34	efficiency	efficiency	NOUN
ajst-30932	30	35	advantages	advantage	NOUN
ajst-30932	30	36	,	,	PUNCT
ajst-30932	30	37	it	it	PRON
ajst-30932	30	38	has	have	AUX
ajst-30932	30	39	become	become	VERB
ajst-30932	30	40	the	the	DET
ajst-30932	30	41	mainstream	mainstream	NOUN
ajst-30932	30	42	technical	technical	ADJ
ajst-30932	30	43	solution	solution	NOUN
ajst-30932	30	44	in	in	ADP
ajst-30932	30	45	the	the	DET
ajst-30932	30	46	industry	industry	NOUN
ajst-30932	30	47	.	.	PUNCT
ajst-30932	31	1	membrane	membrane	NOUN
ajst-30932	31	2	separation	separation	NOUN
ajst-30932	31	3	technology[10	technology[10	PRON
ajst-30932	31	4	]	]	PUNCT
ajst-30932	31	5	uses	use	VERB
ajst-30932	31	6	the	the	DET
ajst-30932	31	7	difference	difference	NOUN
ajst-30932	31	8	in	in	ADP
ajst-30932	31	9	permeation	permeation	NOUN
ajst-30932	31	10	characteristics	characteristic	NOUN
ajst-30932	31	11	of	of	ADP
ajst-30932	31	12	components	component	NOUN
ajst-30932	31	13	in	in	ADP
ajst-30932	31	14	asymmetric	asymmetric	ADJ
ajst-30932	31	15	membrane	membrane	NOUN
ajst-30932	31	16	structures	structure	NOUN
ajst-30932	31	17	as	as	ADP
ajst-30932	31	18	the	the	DET
ajst-30932	31	19	separation	separation	NOUN
ajst-30932	31	20	driving	driving	NOUN
ajst-30932	31	21	force	force	NOUN
ajst-30932	31	22	,	,	PUNCT
ajst-30932	31	23	achieving	achieve	VERB
ajst-30932	31	24	molecular	molecular	ADJ
ajst-30932	31	25	-	-	PUNCT
ajst-30932	31	26	level	level	NOUN
ajst-30932	31	27	sieving	sieving	NOUN
ajst-30932	31	28	through	through	ADP
ajst-30932	31	29	transmembrane	transmembrane	ADJ
ajst-30932	31	30	pressure	pressure	NOUN
ajst-30932	31	31	differences	difference	NOUN
ajst-30932	31	32	.	.	PUNCT
ajst-30932	32	1	although	although	SCONJ
ajst-30932	32	2	this	this	DET
ajst-30932	32	3	technology	technology	NOUN
ajst-30932	32	4	has	have	VERB
ajst-30932	32	5	a	a	DET
ajst-30932	32	6	high	high	ADJ
ajst-30932	32	7	maturity	maturity	NOUN
ajst-30932	32	8	in	in	ADP
ajst-30932	32	9	industrial	industrial	ADJ
ajst-30932	32	10	applications	application	NOUN
ajst-30932	32	11	,	,	PUNCT
ajst-30932	32	12	its	its	PRON
ajst-30932	32	13	large	large	ADJ
ajst-30932	32	14	-	-	PUNCT
ajst-30932	32	15	scale	scale	NOUN
ajst-30932	32	16	promotion	promotion	NOUN
ajst-30932	32	17	is	be	AUX
ajst-30932	32	18	restricted	restrict	VERB
ajst-30932	32	19	by	by	ADP
ajst-30932	32	20	the	the	DET
ajst-30932	32	21	strict	strict	ADJ
ajst-30932	32	22	requirements	requirement	NOUN
ajst-30932	32	23	for	for	ADP
ajst-30932	32	24	the	the	DET
ajst-30932	32	25	chemical	chemical	NOUN
ajst-30932	32	26	stability	stability	NOUN
ajst-30932	32	27	and	and	CCONJ
ajst-30932	32	28	mechanical	mechanical	ADJ
ajst-30932	32	29	strength	strength	NOUN
ajst-30932	32	30	of	of	ADP
ajst-30932	32	31	membrane	membrane	NOUN
ajst-30932	32	32	materials	material	NOUN
ajst-30932	32	33	.	.	PUNCT
ajst-30932	33	1	3	3	X
ajst-30932	33	2	.	.	X
ajst-30932	33	3	light	light	ADJ
ajst-30932	33	4	hydrocarbon	hydrocarbon	NOUN
ajst-30932	33	5	recovery	recovery	NOUN
ajst-30932	33	6	optimization	optimization	NOUN
ajst-30932	33	7	3.1	3.1	NUM
ajst-30932	33	8	.	.	PUNCT
ajst-30932	33	9	optimization	optimization	NOUN
ajst-30932	33	10	based	base	VERB
ajst-30932	33	11	on	on	ADP
ajst-30932	33	12	thermodynamics	thermodynamic	NOUN
ajst-30932	33	13	and	and	CCONJ
ajst-30932	33	14	process	process	NOUN
ajst-30932	33	15	simulation	simulation	NOUN
ajst-30932	33	16	this	this	DET
ajst-30932	33	17	study	study	NOUN
ajst-30932	33	18	uses	use	VERB
ajst-30932	33	19	hysys	hysys	PROPN
ajst-30932	33	20	process	process	NOUN
ajst-30932	33	21	simulation	simulation	NOUN
ajst-30932	33	22	software	software	NOUN
ajst-30932	33	23	as	as	ADP
ajst-30932	33	24	the	the	DET
ajst-30932	33	25	process	process	NOUN
ajst-30932	33	26	modeling	model	VERB
ajst-30932	33	27	platform	platform	NOUN
ajst-30932	33	28	,	,	PUNCT
ajst-30932	33	29	and	and	CCONJ
ajst-30932	33	30	simulates	simulate	NOUN
ajst-30932	33	31	and	and	CCONJ
ajst-30932	33	32	calculates	calculate	VERB
ajst-30932	33	33	the	the	DET
ajst-30932	33	34	multi	multi	ADJ
ajst-30932	33	35	-	-	ADJ
ajst-30932	33	36	component	component	ADJ
ajst-30932	33	37	equilibrium	equilibrium	NOUN
ajst-30932	33	38	in	in	ADP
ajst-30932	33	39	natural	natural	ADJ
ajst-30932	33	40	gas	gas	NOUN
ajst-30932	33	41	based	base	VERB
ajst-30932	33	42	on	on	ADP
ajst-30932	33	43	the	the	DET
ajst-30932	33	44	peng	peng	PROPN
ajst-30932	33	45	-	-	PUNCT
ajst-30932	33	46	robinson	robinson	PROPN
ajst-30932	33	47	equation	equation	NOUN
ajst-30932	33	48	of	of	ADP
ajst-30932	33	49	state	state	NOUN
ajst-30932	33	50	.	.	PUNCT
ajst-30932	34	1	by	by	ADP
ajst-30932	34	2	setting	set	VERB
ajst-30932	34	3	reasonable	reasonable	ADJ
ajst-30932	34	4	process	process	NOUN
ajst-30932	34	5	parameters	parameter	NOUN
ajst-30932	34	6	such	such	ADJ
ajst-30932	34	7	as	as	ADP
ajst-30932	34	8	temperature	temperature	NOUN
ajst-30932	34	9	,	,	PUNCT
ajst-30932	34	10	pressure	pressure	NOUN
ajst-30932	34	11	,	,	PUNCT
ajst-30932	34	12	and	and	CCONJ
ajst-30932	34	13	flow	flow	NOUN
ajst-30932	34	14	rate	rate	NOUN
ajst-30932	34	15	,	,	PUNCT
ajst-30932	34	16	a	a	DET
ajst-30932	34	17	light	light	ADJ
ajst-30932	34	18	hydrocarbon	hydrocarbon	NOUN
ajst-30932	34	19	separation	separation	NOUN
ajst-30932	34	20	process	process	NOUN
ajst-30932	34	21	model	model	NOUN
ajst-30932	34	22	under	under	ADP
ajst-30932	34	23	real	real	ADJ
ajst-30932	34	24	operating	operating	NOUN
ajst-30932	34	25	conditions	condition	NOUN
ajst-30932	34	26	is	be	AUX
ajst-30932	34	27	established	establish	VERB
ajst-30932	34	28	.	.	PUNCT
ajst-30932	35	1	as	as	ADV
ajst-30932	35	2	early	early	ADV
ajst-30932	35	3	as	as	ADP
ajst-30932	35	4	1960	1960	NUM
ajst-30932	35	5	,	,	PUNCT
ajst-30932	35	6	foreign	foreign	ADJ
ajst-30932	35	7	countries	country	NOUN
ajst-30932	35	8	had	have	VERB
ajst-30932	35	9	patents	patent	NOUN
ajst-30932	35	10	for	for	ADP
ajst-30932	35	11	light	light	ADJ
ajst-30932	35	12	hydrocarbon	hydrocarbon	NOUN
ajst-30932	35	13	separation	separation	NOUN
ajst-30932	35	14	from	from	ADP
ajst-30932	35	15	lng	lng	PROPN
ajst-30932	35	16	.	.	PUNCT
ajst-30932	36	1	in	in	ADP
ajst-30932	36	2	the	the	DET
ajst-30932	36	3	united	united	PROPN
ajst-30932	36	4	states	states	PROPN
ajst-30932	36	5	,	,	PUNCT
ajst-30932	36	6	separating	separate	VERB
ajst-30932	36	7	c2	c2	PROPN
ajst-30932	36	8	+	+	CCONJ
ajst-30932	36	9	light	light	ADJ
ajst-30932	36	10	hydrocarbons	hydrocarbon	NOUN
ajst-30932	36	11	from	from	ADP
ajst-30932	36	12	lng	lng	PROPN
ajst-30932	36	13	has	have	AUX
ajst-30932	36	14	become	become	VERB
ajst-30932	36	15	an	an	DET
ajst-30932	36	16	important	important	ADJ
ajst-30932	36	17	means	mean	NOUN
ajst-30932	36	18	to	to	PART
ajst-30932	36	19	adjust	adjust	VERB
ajst-30932	36	20	the	the	DET
ajst-30932	36	21	calorific	calorific	ADJ
ajst-30932	36	22	value	value	NOUN
ajst-30932	36	23	of	of	ADP
ajst-30932	36	24	natural	natural	ADJ
ajst-30932	36	25	gas	gas	NOUN
ajst-30932	36	26	to	to	PART
ajst-30932	36	27	meet	meet	VERB
ajst-30932	36	28	national	national	ADJ
ajst-30932	36	29	gas	gas	NOUN
ajst-30932	36	30	standards	standard	NOUN
ajst-30932	36	31	.	.	PUNCT
ajst-30932	37	1	according	accord	VERB
ajst-30932	37	2	to	to	ADP
ajst-30932	37	3	existing	exist	VERB
ajst-30932	37	4	processes	process	NOUN
ajst-30932	37	5	,	,	PUNCT
ajst-30932	37	6	china	china	PROPN
ajst-30932	37	7	has	have	AUX
ajst-30932	37	8	optimized	optimize	VERB
ajst-30932	37	9	the	the	DET
ajst-30932	37	10	heat	heat	NOUN
ajst-30932	37	11	exchange	exchange	NOUN
ajst-30932	37	12	network	network	NOUN
ajst-30932	37	13	and	and	CCONJ
ajst-30932	37	14	distillation	distillation	NOUN
ajst-30932	37	15	column	column	NOUN
ajst-30932	37	16	system	system	NOUN
ajst-30932	37	17	of	of	ADP
ajst-30932	37	18	the	the	DET
ajst-30932	37	19	process	process	NOUN
ajst-30932	37	20	using	use	VERB
ajst-30932	37	21	process	process	NOUN
ajst-30932	37	22	energy	energy	NOUN
ajst-30932	37	23	integration	integration	NOUN
ajst-30932	37	24	optimization	optimization	NOUN
ajst-30932	37	25	technology	technology	NOUN
ajst-30932	37	26	,	,	PUNCT
ajst-30932	37	27	and	and	CCONJ
ajst-30932	37	28	proposed	propose	VERB
ajst-30932	37	29	an	an	DET
ajst-30932	37	30	lng	lng	NOUN
ajst-30932	37	31	light	light	ADJ
ajst-30932	37	32	hydrocarbon	hydrocarbon	NOUN
ajst-30932	37	33	separation	separation	NOUN
ajst-30932	37	34	process	process	NOUN
ajst-30932	37	35	integrating	integrate	VERB
ajst-30932	37	36	a	a	DET
ajst-30932	37	37	lowtemperature	lowtemperature	NOUN
ajst-30932	37	38	heat	heat	NOUN
ajst-30932	37	39	exchange	exchange	NOUN
ajst-30932	37	40	network	network	NOUN
ajst-30932	37	41	with	with	ADP
ajst-30932	37	42	the	the	DET
ajst-30932	37	43	light	light	ADJ
ajst-30932	37	44	hydrocarbon	hydrocarbon	NOUN
ajst-30932	37	45	separation	separation	NOUN
ajst-30932	37	46	process[11	process[11	PROPN
ajst-30932	37	47	]	]	PUNCT
ajst-30932	37	48	.	.	PUNCT
ajst-30932	38	1	the	the	DET
ajst-30932	38	2	p	p	PROPN
ajst-30932	38	3	-	-	PUNCT
ajst-30932	38	4	r	r	NOUN
ajst-30932	38	5	state	state	NOUN
ajst-30932	38	6	equation	equation	NOUN
ajst-30932	38	7	is	be	AUX
ajst-30932	38	8	as	as	SCONJ
ajst-30932	38	9	follows	follow	VERB
ajst-30932	38	10	:	:	PUNCT
ajst-30932	38	11	a	a	DET
ajst-30932	38	12	b	b	X
ajst-30932	38	13	(	(	PUNCT
ajst-30932	38	14	)	)	PUNCT
ajst-30932	38	15	(	(	PUNCT
ajst-30932	38	16	)	)	PUNCT
ajst-30932	39	1	rt	rt	PROPN
ajst-30932	39	2	p	p	NOUN
ajst-30932	39	3	v	v	PROPN
ajst-30932	39	4	v	v	ADP
ajst-30932	39	5	v	v	PROPN
ajst-30932	39	6	b	b	PROPN
ajst-30932	39	7	b	b	PROPN
ajst-30932	39	8	v	v	ADP
ajst-30932	39	9	b	b	X
ajst-30932	39	10			X
ajst-30932	39	11			PROPN
ajst-30932	39	12			PROPN
ajst-30932	39	13			PROPN
ajst-30932	39	14			ADV
ajst-30932	39	15			PUNCT
ajst-30932	39	16			X
ajst-30932	39	17	(	(	PUNCT
ajst-30932	39	18	1	1	NUM
ajst-30932	39	19	)	)	PUNCT
ajst-30932	39	20	among	among	ADP
ajst-30932	39	21	them	they	PRON
ajst-30932	39	22	:	:	PUNCT
ajst-30932	39	23	2	2	NUM
ajst-30932	39	24	0.5[1	0.5[1	NUM
ajst-30932	39	25	(	(	PUNCT
ajst-30932	39	26	0.37464	0.37464	NUM
ajst-30932	39	27	1.54226	1.54226	NUM
ajst-30932	39	28	0.26992	0.26992	NUM
ajst-30932	39	29	)	)	PUNCT
ajst-30932	39	30	(	(	PUNCT
ajst-30932	39	31	1	1	NUM
ajst-30932	39	32	)	)	PUNCT
ajst-30932	39	33	]	]	PUNCT
ajst-30932	39	34	rt	rt	NOUN
ajst-30932	40	1			X
ajst-30932	40	2			PUNCT
ajst-30932	40	3			ADV
ajst-30932	40	4			PUNCT
ajst-30932	40	5			PROPN
ajst-30932	40	6			PROPN
ajst-30932	40	7	(	(	PUNCT
ajst-30932	40	8	2	2	NUM
ajst-30932	40	9	)	)	PUNCT
ajst-30932	40	10	2	2	NUM
ajst-30932	40	11	20.45724	20.45724	NUM
ajst-30932	40	12	/g	/g	PUNCT
ajst-30932	40	13	c	c	NOUN
ajst-30932	40	14	ca	ca	NOUN
ajst-30932	40	15	r	r	NOUN
ajst-30932	40	16	t	t	PROPN
ajst-30932	40	17	p	p	NOUN
ajst-30932	41	1	(	(	PUNCT
ajst-30932	41	2	3	3	X
ajst-30932	41	3	)	)	PUNCT
ajst-30932	41	4	0.0778	0.0778	NUM
ajst-30932	41	5	/c	/c	PUNCT
ajst-30932	41	6	cb	cb	PROPN
ajst-30932	41	7	rt	rt	PROPN
ajst-30932	41	8	p	p	PROPN
ajst-30932	41	9	(	(	PUNCT
ajst-30932	41	10	4	4	NUM
ajst-30932	41	11	)	)	PUNCT
ajst-30932	41	12	where	where	SCONJ
ajst-30932	41	13	:	:	PUNCT
ajst-30932	41	14	a	a	DET
ajst-30932	41	15	b	b	NOUN
ajst-30932	41	16			NOUN
ajst-30932	41	17	、	、	NOUN
ajst-30932	41	18	、	、	NOUN
ajst-30932	41	19	represent	represent	VERB
ajst-30932	41	20	gas	gas	NOUN
ajst-30932	41	21	-	-	PUNCT
ajst-30932	41	22	related	relate	VERB
ajst-30932	41	23	constants	constant	NOUN
ajst-30932	42	1	;	;	PUNCT
ajst-30932	42	2	cp	cp	PRON
ajst-30932	42	3	represents	represent	VERB
ajst-30932	42	4	the	the	DET
ajst-30932	42	5	critical	critical	ADJ
ajst-30932	42	6	pressure	pressure	NOUN
ajst-30932	42	7	,	,	PUNCT
ajst-30932	42	8	pa	pa	PROPN
ajst-30932	42	9	;	;	PUNCT
ajst-30932	42	10	ct	ct	PRON
ajst-30932	42	11	represents	represent	VERB
ajst-30932	42	12	the	the	DET
ajst-30932	42	13	critical	critical	ADJ
ajst-30932	42	14	temperature	temperature	NOUN
ajst-30932	42	15	,	,	PUNCT
ajst-30932	42	16	;	;	PUNCT
ajst-30932	42	17	rt	rt	PROPN
ajst-30932	42	18	represents	represent	VERB
ajst-30932	42	19	the	the	DET
ajst-30932	42	20	comparison	comparison	NOUN
ajst-30932	42	21	temperature	temperature	NOUN
ajst-30932	42	22	,	,	PUNCT
ajst-30932	42	23	k	k	NOUN
ajst-30932	42	24	;	;	PUNCT
ajst-30932	42	25	rp	rp	NOUN
ajst-30932	42	26	represents	represent	VERB
ajst-30932	42	27	contrast	contrast	NOUN
ajst-30932	42	28	pressure	pressure	NOUN
ajst-30932	42	29	,	,	PUNCT
ajst-30932	42	30	pa	pa	PROPN
ajst-30932	42	31	;	;	PUNCT
ajst-30932	42	32	v	v	NOUN
ajst-30932	42	33	represents	represent	VERB
ajst-30932	42	34	molar	molar	ADJ
ajst-30932	42	35	volume	volume	NOUN
ajst-30932	42	36	,	,	PUNCT
ajst-30932	42	37	m3	m3	PROPN
ajst-30932	42	38	/	/	SYM
ajst-30932	42	39	mol	mol	PROPN
ajst-30932	42	40	;	;	PUNCT
ajst-30932	42	41	r	r	NOUN
ajst-30932	42	42	represents	represent	VERB
ajst-30932	42	43	the	the	DET
ajst-30932	42	44	molar	molar	ADJ
ajst-30932	42	45	gas	gas	NOUN
ajst-30932	42	46	constant	constant	NOUN
ajst-30932	42	47	,	,	PUNCT
ajst-30932	42	48	with	with	ADP
ajst-30932	42	49	a	a	DET
ajst-30932	42	50	value	value	NOUN
ajst-30932	42	51	of	of	ADP
ajst-30932	42	52	8.3145	8.3145	NUM
ajst-30932	42	53	kj	kj	NOUN
ajst-30932	42	54	;	;	PUNCT
ajst-30932	42	55			PROPN
ajst-30932	42	56	represents	represent	VERB
ajst-30932	42	57	the	the	DET
ajst-30932	42	58	eccentricity	eccentricity	NOUN
ajst-30932	42	59	factor	factor	NOUN
ajst-30932	42	60	.	.	PUNCT
ajst-30932	43	1	due	due	ADP
ajst-30932	43	2	to	to	ADP
ajst-30932	43	3	the	the	DET
ajst-30932	43	4	multi	multi	ADJ
ajst-30932	43	5	-	-	ADJ
ajst-30932	43	6	component	component	ADJ
ajst-30932	43	7	nature	nature	NOUN
ajst-30932	43	8	of	of	ADP
ajst-30932	43	9	lng	lng	PROPN
ajst-30932	43	10	,	,	PUNCT
ajst-30932	43	11	specific	specific	ADJ
ajst-30932	43	12	mixing	mixing	NOUN
ajst-30932	43	13	rules	rule	NOUN
ajst-30932	43	14	should	should	AUX
ajst-30932	43	15	be	be	AUX
ajst-30932	43	16	used	use	VERB
ajst-30932	43	17	when	when	SCONJ
ajst-30932	43	18	applying	apply	VERB
ajst-30932	43	19	the	the	DET
ajst-30932	43	20	p	p	NOUN
ajst-30932	43	21	-	-	PUNCT
ajst-30932	43	22	r	r	NOUN
ajst-30932	43	23	equation	equation	NOUN
ajst-30932	43	24	:	:	PUNCT
ajst-30932	43	25	1	1	NUM
ajst-30932	43	26	1	1	NUM
ajst-30932	43	27	(	(	PUNCT
ajst-30932	43	28	)	)	PUNCT
ajst-30932	43	29	,	,	PUNCT
ajst-30932	43	30	(	(	PUNCT
ajst-30932	43	31	)	)	PUNCT
ajst-30932	43	32	(	(	PUNCT
ajst-30932	43	33	1	1	X
ajst-30932	43	34	)	)	PUNCT
ajst-30932	43	35	(	(	PUNCT
ajst-30932	43	36	)	)	PUNCT
ajst-30932	43	37	(	(	PUNCT
ajst-30932	43	38	)	)	PUNCT
ajst-30932	43	39	n	n	CCONJ
ajst-30932	43	40	n	n	NOUN
ajst-30932	44	1	i	i	PRON
ajst-30932	44	2	j	j	PROPN
ajst-30932	45	1	ij	ij	INTJ
ajst-30932	45	2	ij	ij	INTJ
ajst-30932	46	1	ij	ij	INTJ
ajst-30932	47	1	i	i	INTJ
ajst-30932	47	2	j	j	VERB
ajst-30932	48	1	i	i	PRON
ajst-30932	48	2	j	j	PROPN
ajst-30932	49	1	a	a	X
ajst-30932	49	2	x	x	X
ajst-30932	49	3	x	x	X
ajst-30932	49	4	a	a	DET
ajst-30932	49	5	t	t	NOUN
ajst-30932	49	6	a	a	DET
ajst-30932	49	7	t	t	NOUN
ajst-30932	49	8	k	k	PROPN
ajst-30932	49	9	a	a	PROPN
ajst-30932	49	10	t	t	PROPN
ajst-30932	49	11	a	a	DET
ajst-30932	49	12	t	t	NOUN
ajst-30932	50	1			NOUN
ajst-30932	51	1			ADJ
ajst-30932	52	1			PRON
ajst-30932	52	2			NOUN
ajst-30932	52	3			PROPN
ajst-30932	52	4	(	(	PUNCT
ajst-30932	52	5	5	5	NUM
ajst-30932	52	6	)	)	SYM
ajst-30932	52	7	1	1	NUM
ajst-30932	53	1	n	n	NOUN
ajst-30932	54	1	i	i	PRON
ajst-30932	55	1	i	i	PRON
ajst-30932	55	2	i	i	PRON
ajst-30932	56	1	b	b	NOUN
ajst-30932	56	2	x	x	SYM
ajst-30932	56	3	b	b	X
ajst-30932	56	4			NOUN
ajst-30932	57	1			NOUN
ajst-30932	57	2			X
ajst-30932	57	3	(	(	PUNCT
ajst-30932	57	4	6	6	NUM
ajst-30932	57	5	)	)	PUNCT
ajst-30932	57	6	where	where	SCONJ
ajst-30932	57	7	:	:	PUNCT
ajst-30932	57	8	kij	kij	PROPN
ajst-30932	57	9	represent	represent	VERB
ajst-30932	57	10	the	the	DET
ajst-30932	57	11	interaction	interaction	NOUN
ajst-30932	57	12	parameters	parameter	NOUN
ajst-30932	57	13	of	of	ADP
ajst-30932	57	14	i	i	PROPN
ajst-30932	57	15	-	-	PROPN
ajst-30932	57	16	j	j	PROPN
ajst-30932	57	17	molecular	molecular	ADJ
ajst-30932	57	18	pairs	pair	NOUN
ajst-30932	57	19	,	,	PUNCT
ajst-30932	57	20	xi	xi	PROPN
ajst-30932	57	21	represent	represent	VERB
ajst-30932	57	22	the	the	DET
ajst-30932	57	23	molar	molar	ADJ
ajst-30932	57	24	fraction	fraction	NOUN
ajst-30932	57	25	of	of	ADP
ajst-30932	57	26	component	component	NOUN
ajst-30932	57	27	i.	i.	NOUN
ajst-30932	57	28	by	by	ADP
ajst-30932	57	29	adjusting	adjust	VERB
ajst-30932	57	30	parameters	parameter	NOUN
ajst-30932	57	31	such	such	ADJ
ajst-30932	57	32	as	as	ADP
ajst-30932	57	33	α	α	PROPN
ajst-30932	57	34	,	,	PUNCT
ajst-30932	57	35	a	a	PRON
ajst-30932	57	36	,	,	PUNCT
ajst-30932	57	37	and	and	CCONJ
ajst-30932	57	38	b	b	X
ajst-30932	57	39	in	in	ADP
ajst-30932	57	40	the	the	DET
ajst-30932	57	41	state	state	NOUN
ajst-30932	57	42	equation	equation	NOUN
ajst-30932	57	43	,	,	PUNCT
ajst-30932	57	44	it	it	PRON
ajst-30932	57	45	is	be	AUX
ajst-30932	57	46	ensured	ensure	VERB
ajst-30932	57	47	that	that	SCONJ
ajst-30932	57	48	the	the	DET
ajst-30932	57	49	model	model	NOUN
ajst-30932	57	50	can	can	AUX
ajst-30932	57	51	accurately	accurately	ADV
ajst-30932	57	52	predict	predict	VERB
ajst-30932	57	53	the	the	DET
ajst-30932	57	54	phase	phase	NOUN
ajst-30932	57	55	equilibrium	equilibrium	NOUN
ajst-30932	57	56	state	state	NOUN
ajst-30932	57	57	under	under	ADP
ajst-30932	57	58	different	different	ADJ
ajst-30932	57	59	operating	operating	NOUN
ajst-30932	57	60	conditions	condition	NOUN
ajst-30932	57	61	.	.	PUNCT
ajst-30932	58	1	241	241	NUM
ajst-30932	58	2	lng进料	lng进料	VERB
ajst-30932	58	3	换热器1	换热器1	PROPN
ajst-30932	58	4	换热器2	换热器2	PROPN
ajst-30932	58	5	压缩机	压缩机	NOUN
ajst-30932	58	6	闪	闪	PROPN
ajst-30932	58	7	蒸	蒸	VERB
ajst-30932	58	8	塔	塔	PROPN
ajst-30932	58	9	脱	脱	X
ajst-30932	58	10	甲	甲	NOUN
ajst-30932	58	11	烷	烷	PROPN
ajst-30932	58	12	塔	塔	X
ajst-30932	58	13	脱	脱	X
ajst-30932	58	14	乙	乙	X
ajst-30932	58	15	烷	烷	PROPN
ajst-30932	58	16	塔	塔	PRON
ajst-30932	58	17	泵2	泵2	PROPN
ajst-30932	58	18	泵3	泵3	PROPN
ajst-30932	58	19	丙烷	丙烷	PRON
ajst-30932	58	20	乙烷	乙烷	VERB
ajst-30932	58	21	甲烷	甲烷	ADV
ajst-30932	58	22	甲烷	甲烷	PROPN
ajst-30932	58	23	figure	figure	NOUN
ajst-30932	58	24	2	2	NUM
ajst-30932	58	25	.	.	PUNCT
ajst-30932	58	26	flow	flow	VERB
ajst-30932	58	27	chart	chart	NOUN
ajst-30932	58	28	of	of	ADP
ajst-30932	58	29	lng	lng	PROPN
ajst-30932	58	30	light	light	ADJ
ajst-30932	58	31	hydrocarbon	hydrocarbon	NOUN
ajst-30932	58	32	separation	separation	NOUN
ajst-30932	58	33	as	as	SCONJ
ajst-30932	58	34	shown	show	VERB
ajst-30932	58	35	in	in	ADP
ajst-30932	58	36	figure	figure	NOUN
ajst-30932	58	37	2	2	NUM
ajst-30932	58	38	,	,	PUNCT
ajst-30932	58	39	aspen	aspen	ADJ
ajst-30932	58	40	plus	plus	CCONJ
ajst-30932	58	41	process	process	NOUN
ajst-30932	58	42	simulation	simulation	NOUN
ajst-30932	58	43	software	software	NOUN
ajst-30932	58	44	was	be	AUX
ajst-30932	58	45	used	use	VERB
ajst-30932	58	46	as	as	ADP
ajst-30932	58	47	a	a	DET
ajst-30932	58	48	tool	tool	NOUN
ajst-30932	58	49	to	to	PART
ajst-30932	58	50	obtain	obtain	VERB
ajst-30932	58	51	optimal	optimal	ADJ
ajst-30932	58	52	operating	operating	NOUN
ajst-30932	58	53	conditions	condition	NOUN
ajst-30932	58	54	through	through	ADP
ajst-30932	58	55	integrated	integrate	VERB
ajst-30932	58	56	optimization	optimization	NOUN
ajst-30932	58	57	of	of	ADP
ajst-30932	58	58	the	the	DET
ajst-30932	58	59	heat	heat	NOUN
ajst-30932	58	60	exchange	exchange	NOUN
ajst-30932	58	61	network	network	NOUN
ajst-30932	58	62	and	and	CCONJ
ajst-30932	58	63	distillation	distillation	NOUN
ajst-30932	58	64	column	column	NOUN
ajst-30932	58	65	system[12	system[12	NOUN
ajst-30932	58	66	]	]	X
ajst-30932	58	67	.	.	PUNCT
ajst-30932	59	1	(	(	PUNCT
ajst-30932	59	2	1	1	X
ajst-30932	59	3	)	)	PUNCT
ajst-30932	59	4	during	during	ADP
ajst-30932	59	5	the	the	DET
ajst-30932	59	6	lng	lng	PROPN
ajst-30932	59	7	feedstock	feedstock	NOUN
ajst-30932	59	8	and	and	CCONJ
ajst-30932	59	9	product	product	NOUN
ajst-30932	59	10	gas	gas	NOUN
ajst-30932	59	11	recovery	recovery	NOUN
ajst-30932	59	12	process	process	NOUN
ajst-30932	59	13	,	,	PUNCT
ajst-30932	59	14	efficient	efficient	ADJ
ajst-30932	59	15	energy	energy	NOUN
ajst-30932	59	16	utilization	utilization	NOUN
ajst-30932	59	17	in	in	ADP
ajst-30932	59	18	the	the	DET
ajst-30932	59	19	process	process	NOUN
ajst-30932	59	20	was	be	AUX
ajst-30932	59	21	achieved	achieve	VERB
ajst-30932	59	22	by	by	ADP
ajst-30932	59	23	optimizing	optimize	VERB
ajst-30932	59	24	the	the	DET
ajst-30932	59	25	heat	heat	NOUN
ajst-30932	59	26	exchanger	exchanger	NOUN
ajst-30932	59	27	configuration	configuration	NOUN
ajst-30932	59	28	,	,	PUNCT
ajst-30932	59	29	enabling	enable	VERB
ajst-30932	59	30	complete	complete	ADJ
ajst-30932	59	31	reliquefaction	reliquefaction	NOUN
ajst-30932	59	32	of	of	ADP
ajst-30932	59	33	the	the	DET
ajst-30932	59	34	two	two	NUM
ajst-30932	59	35	separated	separate	VERB
ajst-30932	59	36	methane	methane	NOUN
ajst-30932	59	37	gas	gas	NOUN
ajst-30932	59	38	streams	stream	NOUN
ajst-30932	59	39	.	.	PUNCT
ajst-30932	60	1	the	the	DET
ajst-30932	60	2	simulation	simulation	NOUN
ajst-30932	60	3	results	result	NOUN
ajst-30932	60	4	show	show	VERB
ajst-30932	60	5	that	that	SCONJ
ajst-30932	60	6	maximizing	maximize	VERB
ajst-30932	60	7	the	the	DET
ajst-30932	60	8	use	use	NOUN
ajst-30932	60	9	of	of	ADP
ajst-30932	60	10	cooling	cool	VERB
ajst-30932	60	11	capacity	capacity	NOUN
ajst-30932	60	12	can	can	AUX
ajst-30932	60	13	be	be	AUX
ajst-30932	60	14	achieved	achieve	VERB
ajst-30932	60	15	by	by	ADP
ajst-30932	60	16	reasonably	reasonably	ADV
ajst-30932	60	17	controlling	control	VERB
ajst-30932	60	18	the	the	DET
ajst-30932	60	19	top	top	ADJ
ajst-30932	60	20	pressure	pressure	NOUN
ajst-30932	60	21	of	of	ADP
ajst-30932	60	22	the	the	DET
ajst-30932	60	23	demethanizer	demethanizer	NOUN
ajst-30932	60	24	.	.	PUNCT
ajst-30932	61	1	first	first	ADV
ajst-30932	61	2	,	,	PUNCT
ajst-30932	61	3	the	the	DET
ajst-30932	61	4	top	top	ADJ
ajst-30932	61	5	pressure	pressure	NOUN
ajst-30932	61	6	of	of	ADP
ajst-30932	61	7	the	the	DET
ajst-30932	61	8	demethanizer	demethanizer	NOUN
ajst-30932	61	9	is	be	AUX
ajst-30932	61	10	controlled	control	VERB
ajst-30932	61	11	:	:	PUNCT
ajst-30932	61	12	when	when	SCONJ
ajst-30932	61	13	the	the	DET
ajst-30932	61	14	feed	feed	NOUN
ajst-30932	61	15	conditions	condition	NOUN
ajst-30932	61	16	are	be	AUX
ajst-30932	61	17	fixed	fix	VERB
ajst-30932	61	18	,	,	PUNCT
ajst-30932	61	19	an	an	DET
ajst-30932	61	20	initial	initial	ADJ
ajst-30932	61	21	pressure	pressure	NOUN
ajst-30932	61	22	value	value	NOUN
ajst-30932	61	23	for	for	ADP
ajst-30932	61	24	the	the	DET
ajst-30932	61	25	demethanizer	demethanizer	NOUN
ajst-30932	61	26	is	be	AUX
ajst-30932	61	27	selected	select	VERB
ajst-30932	61	28	,	,	PUNCT
ajst-30932	61	29	and	and	CCONJ
ajst-30932	61	30	the	the	DET
ajst-30932	61	31	top	top	ADJ
ajst-30932	61	32	pressure	pressure	NOUN
ajst-30932	61	33	is	be	AUX
ajst-30932	61	34	changed	change	VERB
ajst-30932	61	35	in	in	ADP
ajst-30932	61	36	a	a	DET
ajst-30932	61	37	fixed	fix	VERB
ajst-30932	61	38	step	step	NOUN
ajst-30932	61	39	size	size	NOUN
ajst-30932	61	40	.	.	PUNCT
ajst-30932	62	1	with	with	ADP
ajst-30932	62	2	pressure	pressure	NOUN
ajst-30932	62	3	changes	change	NOUN
ajst-30932	62	4	,	,	PUNCT
ajst-30932	62	5	calculations	calculation	NOUN
ajst-30932	62	6	are	be	AUX
ajst-30932	62	7	performed	perform	VERB
ajst-30932	62	8	for	for	ADP
ajst-30932	62	9	parameters	parameter	NOUN
ajst-30932	62	10	such	such	ADJ
ajst-30932	62	11	as	as	ADP
ajst-30932	62	12	the	the	DET
ajst-30932	62	13	molar	molar	ADJ
ajst-30932	62	14	fraction	fraction	NOUN
ajst-30932	62	15	of	of	ADP
ajst-30932	62	16	methane	methane	NOUN
ajst-30932	62	17	,	,	PUNCT
ajst-30932	62	18	ethane	ethane	NOUN
ajst-30932	62	19	recovery	recovery	NOUN
ajst-30932	62	20	rate	rate	NOUN
ajst-30932	62	21	,	,	PUNCT
ajst-30932	62	22	and	and	CCONJ
ajst-30932	62	23	energy	energy	NOUN
ajst-30932	62	24	consumption	consumption	NOUN
ajst-30932	62	25	per	per	ADP
ajst-30932	62	26	unit	unit	NOUN
ajst-30932	62	27	of	of	ADP
ajst-30932	62	28	c3	c3	PROPN
ajst-30932	62	29	+	+	PROPN
ajst-30932	62	30	,	,	PUNCT
ajst-30932	62	31	to	to	PART
ajst-30932	62	32	analyze	analyze	VERB
ajst-30932	62	33	the	the	DET
ajst-30932	62	34	impact	impact	NOUN
ajst-30932	62	35	of	of	ADP
ajst-30932	62	36	demethanizer	demethanizer	NOUN
ajst-30932	62	37	pressure	pressure	NOUN
ajst-30932	62	38	changes	change	NOUN
ajst-30932	62	39	on	on	ADP
ajst-30932	62	40	the	the	DET
ajst-30932	62	41	entire	entire	ADJ
ajst-30932	62	42	process	process	NOUN
ajst-30932	62	43	.	.	PUNCT
ajst-30932	63	1	(	(	PUNCT
ajst-30932	63	2	2	2	X
ajst-30932	63	3	)	)	PUNCT
ajst-30932	63	4	sensitivity	sensitivity	NOUN
ajst-30932	63	5	analysis	analysis	NOUN
ajst-30932	63	6	of	of	ADP
ajst-30932	63	7	equipment	equipment	NOUN
ajst-30932	63	8	parameters	parameter	NOUN
ajst-30932	63	9	was	be	AUX
ajst-30932	63	10	conducted	conduct	VERB
ajst-30932	63	11	for	for	ADP
ajst-30932	63	12	key	key	ADJ
ajst-30932	63	13	equipment	equipment	NOUN
ajst-30932	63	14	including	include	VERB
ajst-30932	63	15	compressors	compressor	NOUN
ajst-30932	63	16	,	,	PUNCT
ajst-30932	63	17	flash	flash	NOUN
ajst-30932	63	18	tanks	tank	NOUN
ajst-30932	63	19	,	,	PUNCT
ajst-30932	63	20	and	and	CCONJ
ajst-30932	63	21	pumps	pump	NOUN
ajst-30932	63	22	,	,	PUNCT
ajst-30932	63	23	to	to	PART
ajst-30932	63	24	analyze	analyze	VERB
ajst-30932	63	25	their	their	PRON
ajst-30932	63	26	respective	respective	ADJ
ajst-30932	63	27	impacts	impact	NOUN
ajst-30932	63	28	on	on	ADP
ajst-30932	63	29	the	the	DET
ajst-30932	63	30	overall	overall	ADJ
ajst-30932	63	31	process	process	NOUN
ajst-30932	63	32	performance	performance	NOUN
ajst-30932	63	33	through	through	ADP
ajst-30932	63	34	parameter	parameter	NOUN
ajst-30932	63	35	analysis	analysis	NOUN
ajst-30932	63	36	,	,	PUNCT
ajst-30932	63	37	providing	provide	VERB
ajst-30932	63	38	data	datum	NOUN
ajst-30932	63	39	support	support	NOUN
ajst-30932	63	40	for	for	ADP
ajst-30932	63	41	subsequent	subsequent	ADJ
ajst-30932	63	42	intelligent	intelligent	ADJ
ajst-30932	63	43	optimization	optimization	NOUN
ajst-30932	63	44	.	.	PUNCT
ajst-30932	64	1	(	(	PUNCT
ajst-30932	64	2	3	3	X
ajst-30932	64	3	)	)	PUNCT
ajst-30932	64	4	optimization	optimization	NOUN
ajst-30932	64	5	analysis	analysis	NOUN
ajst-30932	64	6	of	of	ADP
ajst-30932	64	7	the	the	DET
ajst-30932	64	8	entire	entire	ADJ
ajst-30932	64	9	process	process	NOUN
ajst-30932	64	10	was	be	AUX
ajst-30932	64	11	carried	carry	VERB
ajst-30932	64	12	out	out	ADP
ajst-30932	64	13	,	,	PUNCT
ajst-30932	64	14	including	include	VERB
ajst-30932	64	15	exergy	exergy	NOUN
ajst-30932	64	16	analysis	analysis	NOUN
ajst-30932	64	17	.	.	PUNCT
ajst-30932	65	1	according	accord	VERB
ajst-30932	65	2	to	to	ADP
ajst-30932	65	3	the	the	DET
ajst-30932	65	4	second	second	ADJ
ajst-30932	65	5	law	law	NOUN
ajst-30932	65	6	of	of	ADP
ajst-30932	65	7	thermodynamics	thermodynamic	NOUN
ajst-30932	65	8	,	,	PUNCT
ajst-30932	65	9	the	the	DET
ajst-30932	65	10	exergy	exergy	NOUN
ajst-30932	65	11	value	value	NOUN
ajst-30932	65	12	of	of	ADP
ajst-30932	65	13	a	a	DET
ajst-30932	65	14	system	system	NOUN
ajst-30932	65	15	in	in	ADP
ajst-30932	65	16	a	a	DET
ajst-30932	65	17	specific	specific	ADJ
ajst-30932	65	18	state	state	NOUN
ajst-30932	65	19	is	be	AUX
ajst-30932	65	20	defined	define	VERB
ajst-30932	65	21	as	as	ADP
ajst-30932	65	22	the	the	DET
ajst-30932	65	23	maximum	maximum	ADJ
ajst-30932	65	24	useful	useful	ADJ
ajst-30932	65	25	work	work	NOUN
ajst-30932	65	26	that	that	PRON
ajst-30932	65	27	can	can	AUX
ajst-30932	65	28	be	be	AUX
ajst-30932	65	29	output	output	NOUN
ajst-30932	65	30	when	when	SCONJ
ajst-30932	65	31	the	the	DET
ajst-30932	65	32	system	system	NOUN
ajst-30932	65	33	undergoes	undergo	VERB
ajst-30932	65	34	a	a	DET
ajst-30932	65	35	reversible	reversible	ADJ
ajst-30932	65	36	process	process	NOUN
ajst-30932	65	37	from	from	ADP
ajst-30932	65	38	that	that	DET
ajst-30932	65	39	state	state	NOUN
ajst-30932	65	40	to	to	ADP
ajst-30932	65	41	the	the	DET
ajst-30932	65	42	environmental	environmental	ADJ
ajst-30932	65	43	reference	reference	NOUN
ajst-30932	65	44	state	state	NOUN
ajst-30932	65	45	.	.	PUNCT
ajst-30932	66	1	exergy	exergy	NOUN
ajst-30932	66	2	analysis	analysis	NOUN
ajst-30932	66	3	systematically	systematically	ADV
ajst-30932	66	4	evaluates	evaluate	VERB
ajst-30932	66	5	the	the	DET
ajst-30932	66	6	perfection	perfection	NOUN
ajst-30932	66	7	of	of	ADP
ajst-30932	66	8	energy	energy	NOUN
ajst-30932	66	9	conversion	conversion	NOUN
ajst-30932	66	10	processes	process	NOUN
ajst-30932	66	11	in	in	ADP
ajst-30932	66	12	process	process	NOUN
ajst-30932	66	13	units	unit	NOUN
ajst-30932	66	14	by	by	ADP
ajst-30932	66	15	integrating	integrate	VERB
ajst-30932	66	16	the	the	DET
ajst-30932	66	17	first	first	ADJ
ajst-30932	66	18	law	law	NOUN
ajst-30932	66	19	of	of	ADP
ajst-30932	66	20	thermodynamics	thermodynamic	NOUN
ajst-30932	66	21	(	(	PUNCT
ajst-30932	66	22	energy	energy	NOUN
ajst-30932	66	23	conservation	conservation	NOUN
ajst-30932	66	24	)	)	PUNCT
ajst-30932	66	25	and	and	CCONJ
ajst-30932	66	26	the	the	DET
ajst-30932	66	27	second	second	ADJ
ajst-30932	66	28	law	law	NOUN
ajst-30932	66	29	(	(	PUNCT
ajst-30932	66	30	entropy	entropy	NOUN
ajst-30932	66	31	increase	increase	VERB
ajst-30932	66	32	principle	principle	NOUN
ajst-30932	66	33	)	)	PUNCT
ajst-30932	66	34	,	,	PUNCT
ajst-30932	66	35	focusing	focus	VERB
ajst-30932	66	36	on	on	ADP
ajst-30932	66	37	examining	examine	VERB
ajst-30932	66	38	the	the	DET
ajst-30932	66	39	distribution	distribution	NOUN
ajst-30932	66	40	characteristics	characteristic	NOUN
ajst-30932	66	41	of	of	ADP
ajst-30932	66	42	exergy	exergy	NOUN
ajst-30932	66	43	loss	loss	NOUN
ajst-30932	66	44	and	and	CCONJ
ajst-30932	66	45	the	the	DET
ajst-30932	66	46	potential	potential	NOUN
ajst-30932	66	47	for	for	ADP
ajst-30932	66	48	exergy	exergy	NOUN
ajst-30932	66	49	efficiency	efficiency	NOUN
ajst-30932	66	50	improvement	improvement	NOUN
ajst-30932	66	51	.	.	PUNCT
ajst-30932	67	1	3.2	3.2	NUM
ajst-30932	67	2	.	.	PUNCT
ajst-30932	68	1	parameter	parameter	NOUN
ajst-30932	68	2	optimization	optimization	NOUN
ajst-30932	68	3	based	base	VERB
ajst-30932	68	4	on	on	ADP
ajst-30932	68	5	intelligent	intelligent	ADJ
ajst-30932	68	6	optimization	optimization	NOUN
ajst-30932	68	7	algorithms	algorithm	NOUN
ajst-30932	68	8	deep	deep	ADJ
ajst-30932	68	9	learning	learning	NOUN
ajst-30932	68	10	techniques	technique	NOUN
ajst-30932	68	11	have	have	AUX
ajst-30932	68	12	demonstrated	demonstrate	VERB
ajst-30932	68	13	significant	significant	ADJ
ajst-30932	68	14	advantages	advantage	NOUN
ajst-30932	68	15	in	in	ADP
ajst-30932	68	16	the	the	DET
ajst-30932	68	17	field	field	NOUN
ajst-30932	68	18	of	of	ADP
ajst-30932	68	19	process	process	NOUN
ajst-30932	68	20	industry	industry	NOUN
ajst-30932	68	21	modeling	modeling	NOUN
ajst-30932	68	22	.	.	PUNCT
ajst-30932	69	1	in	in	ADP
ajst-30932	69	2	this	this	DET
ajst-30932	69	3	study	study	NOUN
ajst-30932	69	4	,	,	PUNCT
ajst-30932	69	5	a	a	DET
ajst-30932	69	6	data	data	NOUN
ajst-30932	69	7	-	-	PUNCT
ajst-30932	69	8	driven	drive	VERB
ajst-30932	69	9	model	model	NOUN
ajst-30932	69	10	for	for	ADP
ajst-30932	69	11	the	the	DET
ajst-30932	69	12	light	light	ADJ
ajst-30932	69	13	hydrocarbon	hydrocarbon	NOUN
ajst-30932	69	14	recovery	recovery	NOUN
ajst-30932	69	15	process	process	NOUN
ajst-30932	69	16	was	be	AUX
ajst-30932	69	17	established	establish	VERB
ajst-30932	69	18	by	by	ADP
ajst-30932	69	19	constructing	construct	VERB
ajst-30932	69	20	multi	multi	ADJ
ajst-30932	69	21	-	-	ADJ
ajst-30932	69	22	layer	layer	ADJ
ajst-30932	69	23	neural	neural	ADJ
ajst-30932	69	24	network	network	NOUN
ajst-30932	69	25	architectures	architecture	NOUN
ajst-30932	69	26	,	,	PUNCT
ajst-30932	69	27	including	include	VERB
ajst-30932	69	28	multi	multi	ADJ
ajst-30932	69	29	-	-	ADJ
ajst-30932	69	30	layer	layer	ADJ
ajst-30932	69	31	perceptrons	perceptron	NOUN
ajst-30932	69	32	(	(	PUNCT
ajst-30932	69	33	mlp	mlp	NOUN
ajst-30932	69	34	)	)	PUNCT
ajst-30932	69	35	,	,	PUNCT
ajst-30932	69	36	convolutional	convolutional	ADJ
ajst-30932	69	37	neural	neural	ADJ
ajst-30932	69	38	networks	network	NOUN
ajst-30932	69	39	(	(	PUNCT
ajst-30932	69	40	cnn	cnn	PROPN
ajst-30932	69	41	)	)	PUNCT
ajst-30932	69	42	,	,	PUNCT
ajst-30932	69	43	and	and	CCONJ
ajst-30932	69	44	recurrent	recurrent	ADJ
ajst-30932	69	45	neural	neural	ADJ
ajst-30932	69	46	networks	network	NOUN
ajst-30932	69	47	(	(	PUNCT
ajst-30932	69	48	rnn	rnn	PROPN
ajst-30932	69	49	)	)	PUNCT
ajst-30932	69	50	.	.	PUNCT
ajst-30932	70	1	compared	compare	VERB
ajst-30932	70	2	with	with	ADP
ajst-30932	70	3	traditional	traditional	ADJ
ajst-30932	70	4	mechanism	mechanism	NOUN
ajst-30932	70	5	-	-	PUNCT
ajst-30932	70	6	based	base	VERB
ajst-30932	70	7	modeling	modeling	NOUN
ajst-30932	70	8	methods	method	NOUN
ajst-30932	70	9	,	,	PUNCT
ajst-30932	70	10	this	this	DET
ajst-30932	70	11	data	data	NOUN
ajst-30932	70	12	-	-	PUNCT
ajst-30932	70	13	driven	drive	VERB
ajst-30932	70	14	model	model	NOUN
ajst-30932	70	15	can	can	AUX
ajst-30932	70	16	effectively	effectively	ADV
ajst-30932	70	17	characterize	characterize	VERB
ajst-30932	70	18	the	the	DET
ajst-30932	70	19	complex	complex	ADJ
ajst-30932	70	20	non	non	ADJ
ajst-30932	70	21	-	-	ADJ
ajst-30932	70	22	linear	linear	ADJ
ajst-30932	70	23	mapping	mapping	NOUN
ajst-30932	70	24	relationships	relationship	NOUN
ajst-30932	70	25	in	in	ADP
ajst-30932	70	26	the	the	DET
ajst-30932	70	27	process	process	NOUN
ajst-30932	70	28	,	,	PUNCT
ajst-30932	70	29	achieving	achieve	VERB
ajst-30932	70	30	a	a	DET
ajst-30932	70	31	significant	significant	ADJ
ajst-30932	70	32	improvement	improvement	NOUN
ajst-30932	70	33	in	in	ADP
ajst-30932	70	34	prediction	prediction	NOUN
ajst-30932	70	35	accuracy	accuracy	NOUN
ajst-30932	70	36	.	.	PUNCT
ajst-30932	71	1	among	among	ADP
ajst-30932	71	2	them	they	PRON
ajst-30932	71	3	,	,	PUNCT
ajst-30932	71	4	backpropagation	backpropagation	NOUN
ajst-30932	71	5	(	(	PUNCT
ajst-30932	71	6	bp	bp	PROPN
ajst-30932	71	7	)	)	PUNCT
ajst-30932	71	8	neural	neural	ADJ
ajst-30932	71	9	networks[13	networks[13	NOUN
ajst-30932	71	10	]	]	X
ajst-30932	71	11	,	,	PUNCT
ajst-30932	71	12	as	as	ADP
ajst-30932	71	13	a	a	DET
ajst-30932	71	14	typical	typical	ADJ
ajst-30932	71	15	artificial	artificial	ADJ
ajst-30932	71	16	intelligence	intelligence	NOUN
ajst-30932	71	17	algorithm	algorithm	NOUN
ajst-30932	71	18	,	,	PUNCT
ajst-30932	71	19	realize	realize	VERB
ajst-30932	71	20	iterative	iterative	NOUN
ajst-30932	71	21	optimization	optimization	NOUN
ajst-30932	71	22	of	of	ADP
ajst-30932	71	23	network	network	NOUN
ajst-30932	71	24	parameters	parameter	NOUN
ajst-30932	71	25	through	through	ADP
ajst-30932	71	26	gradient	gradient	ADJ
ajst-30932	71	27	descent	descent	NOUN
ajst-30932	71	28	.	.	PUNCT
ajst-30932	72	1	their	their	PRON
ajst-30932	72	2	nonlinear	nonlinear	ADJ
ajst-30932	72	3	approximation	approximation	NOUN
ajst-30932	72	4	capability	capability	NOUN
ajst-30932	72	5	,	,	PUNCT
ajst-30932	72	6	generalization	generalization	NOUN
ajst-30932	72	7	performance	performance	NOUN
ajst-30932	72	8	,	,	PUNCT
ajst-30932	72	9	and	and	CCONJ
ajst-30932	72	10	robustness	robustness	NOUN
ajst-30932	72	11	have	have	AUX
ajst-30932	72	12	made	make	VERB
ajst-30932	72	13	them	they	PRON
ajst-30932	72	14	widely	widely	ADV
ajst-30932	72	15	used	use	VERB
ajst-30932	72	16	in	in	ADP
ajst-30932	72	17	the	the	DET
ajst-30932	72	18	prediction	prediction	NOUN
ajst-30932	72	19	and	and	CCONJ
ajst-30932	72	20	optimization	optimization	NOUN
ajst-30932	72	21	of	of	ADP
ajst-30932	72	22	industrial	industrial	ADJ
ajst-30932	72	23	process	process	NOUN
ajst-30932	72	24	parameters	parameter	NOUN
ajst-30932	72	25	.	.	PUNCT
ajst-30932	73	1	zhang	zhang	PROPN
ajst-30932	73	2	zibo	zibo	PROPN
ajst-30932	73	3	et	et	PROPN
ajst-30932	73	4	al[14	al[14	PROPN
ajst-30932	73	5	]	]	PUNCT
ajst-30932	73	6	.	.	PUNCT
ajst-30932	73	7	constructed	construct	VERB
ajst-30932	73	8	a	a	DET
ajst-30932	73	9	key	key	ADJ
ajst-30932	73	10	parameter	parameter	NOUN
ajst-30932	73	11	prediction	prediction	NOUN
ajst-30932	73	12	model	model	NOUN
ajst-30932	73	13	for	for	ADP
ajst-30932	73	14	light	light	ADJ
ajst-30932	73	15	hydrocarbon	hydrocarbon	NOUN
ajst-30932	73	16	recovery	recovery	NOUN
ajst-30932	73	17	units	unit	NOUN
ajst-30932	73	18	based	base	VERB
ajst-30932	73	19	on	on	ADP
ajst-30932	73	20	bp	bp	PROPN
ajst-30932	73	21	networks	network	NOUN
ajst-30932	73	22	,	,	PUNCT
ajst-30932	73	23	achieving	achieve	VERB
ajst-30932	73	24	accurate	accurate	ADJ
ajst-30932	73	25	prediction	prediction	NOUN
ajst-30932	73	26	of	of	ADP
ajst-30932	73	27	dry	dry	ADJ
ajst-30932	73	28	gas	gas	NOUN
ajst-30932	73	29	production	production	NOUN
ajst-30932	73	30	and	and	CCONJ
ajst-30932	73	31	stable	stable	ADJ
ajst-30932	73	32	light	light	ADJ
ajst-30932	73	33	hydrocarbon	hydrocarbon	NOUN
ajst-30932	73	34	production	production	NOUN
ajst-30932	73	35	with	with	ADP
ajst-30932	73	36	a	a	DET
ajst-30932	73	37	relative	relative	ADJ
ajst-30932	73	38	error	error	NOUN
ajst-30932	73	39	of	of	ADP
ajst-30932	73	40	3.81	3.81	NUM
ajst-30932	73	41	%	%	NOUN
ajst-30932	73	42	.	.	PUNCT
ajst-30932	74	1	liu	liu	PROPN
ajst-30932	74	2	miao'er	miao'er	PROPN
ajst-30932	74	3	et	et	PROPN
ajst-30932	74	4	al[15	al[15	PROPN
ajst-30932	74	5	]	]	PUNCT
ajst-30932	74	6	.	.	PUNCT
ajst-30932	74	7	optimized	optimize	VERB
ajst-30932	74	8	the	the	DET
ajst-30932	74	9	initial	initial	ADJ
ajst-30932	74	10	weights	weight	NOUN
ajst-30932	74	11	of	of	ADP
ajst-30932	74	12	bp	bp	PROPN
ajst-30932	74	13	networks	network	NOUN
ajst-30932	74	14	using	use	VERB
ajst-30932	74	15	genetic	genetic	ADJ
ajst-30932	74	16	algorithms	algorithm	NOUN
ajst-30932	74	17	(	(	PUNCT
ajst-30932	74	18	ga	ga	NOUN
ajst-30932	74	19	)	)	PUNCT
ajst-30932	74	20	,	,	PUNCT
ajst-30932	74	21	reducing	reduce	VERB
ajst-30932	74	22	the	the	DET
ajst-30932	74	23	average	average	ADJ
ajst-30932	74	24	prediction	prediction	NOUN
ajst-30932	74	25	error	error	NOUN
ajst-30932	74	26	of	of	ADP
ajst-30932	74	27	operating	operate	VERB
ajst-30932	74	28	parameters	parameter	NOUN
ajst-30932	74	29	in	in	ADP
ajst-30932	74	30	natural	natural	ADJ
ajst-30932	74	31	gas	gas	NOUN
ajst-30932	74	32	liquefaction	liquefaction	NOUN
ajst-30932	74	33	units	unit	NOUN
ajst-30932	74	34	from	from	ADP
ajst-30932	74	35	9.64	9.64	NUM
ajst-30932	74	36	%	%	NOUN
ajst-30932	74	37	to	to	ADP
ajst-30932	74	38	5.17	5.17	NUM
ajst-30932	74	39	%	%	NOUN
ajst-30932	74	40	,	,	PUNCT
ajst-30932	74	41	verifying	verify	VERB
ajst-30932	74	42	the	the	DET
ajst-30932	74	43	effectiveness	effectiveness	NOUN
ajst-30932	74	44	of	of	ADP
ajst-30932	74	45	intelligent	intelligent	ADJ
ajst-30932	74	46	algorithms	algorithm	NOUN
ajst-30932	74	47	in	in	ADP
ajst-30932	74	48	industrial	industrial	ADJ
ajst-30932	74	49	optimization	optimization	NOUN
ajst-30932	74	50	.	.	PUNCT
ajst-30932	75	1	the	the	DET
ajst-30932	75	2	bp	bp	PROPN
ajst-30932	75	3	neural	neural	ADJ
ajst-30932	75	4	network	network	NOUN
ajst-30932	75	5	architecture	architecture	NOUN
ajst-30932	75	6	adopted	adopt	VERB
ajst-30932	75	7	in	in	ADP
ajst-30932	75	8	this	this	DET
ajst-30932	75	9	study	study	NOUN
ajst-30932	75	10	includes	include	VERB
ajst-30932	75	11	three	three	NUM
ajst-30932	75	12	basic	basic	ADJ
ajst-30932	75	13	structural	structural	ADJ
ajst-30932	75	14	units	unit	NOUN
ajst-30932	75	15	:	:	PUNCT
ajst-30932	75	16	an	an	DET
ajst-30932	75	17	input	input	NOUN
ajst-30932	75	18	layer	layer	NOUN
ajst-30932	75	19	,	,	PUNCT
ajst-30932	75	20	hidden	hidden	ADJ
ajst-30932	75	21	layers	layer	NOUN
ajst-30932	75	22	,	,	PUNCT
ajst-30932	75	23	and	and	CCONJ
ajst-30932	75	24	an	an	DET
ajst-30932	75	25	output	output	NOUN
ajst-30932	75	26	layer	layer	NOUN
ajst-30932	75	27	.	.	PUNCT
ajst-30932	76	1	its	its	PRON
ajst-30932	76	2	computational	computational	ADJ
ajst-30932	76	3	process	process	NOUN
ajst-30932	76	4	comprises	comprise	VERB
ajst-30932	76	5	two	two	NUM
ajst-30932	76	6	core	core	NOUN
ajst-30932	76	7	stages	stage	NOUN
ajst-30932	76	8	:	:	PUNCT
ajst-30932	76	9	forward	forward	ADJ
ajst-30932	76	10	propagation	propagation	NOUN
ajst-30932	76	11	and	and	CCONJ
ajst-30932	76	12	error	error	NOUN
ajst-30932	76	13	backpropagation	backpropagation	NOUN
ajst-30932	76	14	.	.	PUNCT
ajst-30932	77	1	as	as	SCONJ
ajst-30932	77	2	shown	show	VERB
ajst-30932	77	3	in	in	ADP
ajst-30932	77	4	figure	figure	NOUN
ajst-30932	77	5	3	3	NUM
ajst-30932	77	6	,	,	PUNCT
ajst-30932	77	7	it	it	PRON
ajst-30932	77	8	is	be	AUX
ajst-30932	77	9	a	a	DET
ajst-30932	77	10	topological	topological	ADJ
ajst-30932	77	11	structure	structure	NOUN
ajst-30932	77	12	diagram	diagram	NOUN
ajst-30932	77	13	with	with	ADP
ajst-30932	77	14	multiple	multiple	ADJ
ajst-30932	77	15	inputs	input	NOUN
ajst-30932	77	16	and	and	CCONJ
ajst-30932	77	17	outputs	output	NOUN
ajst-30932	77	18	.	.	PUNCT
ajst-30932	78	1	by	by	ADP
ajst-30932	78	2	establishing	establish	VERB
ajst-30932	78	3	a	a	DET
ajst-30932	78	4	process	process	NOUN
ajst-30932	78	5	model	model	NOUN
ajst-30932	78	6	for	for	ADP
ajst-30932	78	7	the	the	DET
ajst-30932	78	8	light	light	ADJ
ajst-30932	78	9	hydrocarbon	hydrocarbon	NOUN
ajst-30932	78	10	recovery	recovery	NOUN
ajst-30932	78	11	unit	unit	NOUN
ajst-30932	78	12	and	and	CCONJ
ajst-30932	78	13	combining	combine	VERB
ajst-30932	78	14	it	it	PRON
ajst-30932	78	15	with	with	ADP
ajst-30932	78	16	actual	actual	ADJ
ajst-30932	78	17	production	production	NOUN
ajst-30932	78	18	data	datum	NOUN
ajst-30932	78	19	for	for	ADP
ajst-30932	78	20	network	network	NOUN
ajst-30932	78	21	training	training	NOUN
ajst-30932	78	22	,	,	PUNCT
ajst-30932	78	23	genetic	genetic	ADJ
ajst-30932	78	24	algorithms	algorithm	NOUN
ajst-30932	78	25	were	be	AUX
ajst-30932	78	26	finally	finally	ADV
ajst-30932	78	27	used	use	VERB
ajst-30932	78	28	for	for	ADP
ajst-30932	78	29	global	global	ADJ
ajst-30932	78	30	optimization	optimization	NOUN
ajst-30932	78	31	of	of	ADP
ajst-30932	78	32	process	process	NOUN
ajst-30932	78	33	parameters	parameter	NOUN
ajst-30932	78	34	.	.	PUNCT
ajst-30932	79	1	the	the	DET
ajst-30932	79	2	main	main	ADJ
ajst-30932	79	3	steps	step	NOUN
ajst-30932	79	4	include	include	VERB
ajst-30932	79	5	data	datum	NOUN
ajst-30932	79	6	processing	processing	NOUN
ajst-30932	79	7	,	,	PUNCT
ajst-30932	79	8	neural	neural	ADJ
ajst-30932	79	9	network	network	NOUN
ajst-30932	79	10	parameter	parameter	NOUN
ajst-30932	79	11	setting	setting	NOUN
ajst-30932	79	12	,	,	PUNCT
ajst-30932	79	13	and	and	CCONJ
ajst-30932	79	14	model	model	NOUN
ajst-30932	79	15	establishment	establishment	NOUN
ajst-30932	79	16	.	.	PUNCT
ajst-30932	80	1	first	first	ADV
ajst-30932	80	2	,	,	PUNCT
ajst-30932	80	3	for	for	ADP
ajst-30932	80	4	data	data	NOUN
ajst-30932	80	5	preprocessing	preprocessing	NOUN
ajst-30932	80	6	,	,	PUNCT
ajst-30932	80	7	real	real	ADJ
ajst-30932	80	8	-	-	PUNCT
ajst-30932	80	9	time	time	NOUN
ajst-30932	80	10	historical	historical	ADJ
ajst-30932	80	11	data	datum	NOUN
ajst-30932	80	12	collected	collect	VERB
ajst-30932	80	13	by	by	ADP
ajst-30932	80	14	the	the	DET
ajst-30932	80	15	distributed	distribute	VERB
ajst-30932	80	16	control	control	NOUN
ajst-30932	80	17	system	system	NOUN
ajst-30932	80	18	(	(	PUNCT
ajst-30932	80	19	dcs	dcs	PROPN
ajst-30932	80	20	)	)	PUNCT
ajst-30932	80	21	was	be	AUX
ajst-30932	80	22	aligned	align	VERB
ajst-30932	80	23	using	use	VERB
ajst-30932	80	24	a	a	DET
ajst-30932	80	25	sliding	slide	VERB
ajst-30932	80	26	window	window	NOUN
ajst-30932	80	27	method	method	NOUN
ajst-30932	80	28	for	for	ADP
ajst-30932	80	29	time	time	NOUN
ajst-30932	80	30	-	-	PUNCT
ajst-30932	80	31	series	series	NOUN
ajst-30932	80	32	data	datum	NOUN
ajst-30932	80	33	.	.	PUNCT
ajst-30932	81	1	aiming	aim	VERB
ajst-30932	81	2	at	at	ADP
ajst-30932	81	3	operational	operational	ADJ
ajst-30932	81	4	disturbances	disturbance	NOUN
ajst-30932	81	5	such	such	ADJ
ajst-30932	81	6	as	as	ADP
ajst-30932	81	7	raw	raw	ADJ
ajst-30932	81	8	material	material	NOUN
ajst-30932	81	9	gas	gas	NOUN
ajst-30932	81	10	quality	quality	NOUN
ajst-30932	81	11	fluctuations	fluctuation	NOUN
ajst-30932	81	12	and	and	CCONJ
ajst-30932	81	13	abnormal	abnormal	ADJ
ajst-30932	81	14	heat	heat	NOUN
ajst-30932	81	15	transfer	transfer	NOUN
ajst-30932	81	16	temperature	temperature	NOUN
ajst-30932	81	17	differences	difference	NOUN
ajst-30932	81	18	,	,	PUNCT
ajst-30932	81	19	outlier	outlier	NOUN
ajst-30932	81	20	detection	detection	NOUN
ajst-30932	81	21	was	be	AUX
ajst-30932	81	22	performed	perform	VERB
ajst-30932	81	23	using	use	VERB
ajst-30932	81	24	the	the	DET
ajst-30932	81	25	3σ	3σ	NUM
ajst-30932	81	26	criterion	criterion	NOUN
ajst-30932	81	27	to	to	PART
ajst-30932	81	28	eliminate	eliminate	VERB
ajst-30932	81	29	abnormal	abnormal	ADJ
ajst-30932	81	30	samples	sample	NOUN
ajst-30932	81	31	under	under	ADP
ajst-30932	81	32	non	non	ADJ
ajst-30932	81	33	-	-	ADJ
ajst-30932	81	34	normal	normal	ADJ
ajst-30932	81	35	production	production	NOUN
ajst-30932	81	36	conditions	condition	NOUN
ajst-30932	81	37	,	,	PUNCT
ajst-30932	81	38	data	datum	NOUN
ajst-30932	81	39	anomalies	anomaly	NOUN
ajst-30932	81	40	,	,	PUNCT
ajst-30932	81	41	and	and	CCONJ
ajst-30932	81	42	missing	miss	VERB
ajst-30932	81	43	data	datum	NOUN
ajst-30932	81	44	.	.	PUNCT
ajst-30932	82	1	the	the	DET
ajst-30932	82	2	dataset	dataset	NOUN
ajst-30932	82	3	was	be	AUX
ajst-30932	82	4	finally	finally	ADV
ajst-30932	82	5	divided	divide	VERB
ajst-30932	82	6	into	into	ADP
ajst-30932	82	7	training	training	NOUN
ajst-30932	82	8	,	,	PUNCT
ajst-30932	82	9	validation	validation	NOUN
ajst-30932	82	10	,	,	PUNCT
ajst-30932	82	11	and	and	CCONJ
ajst-30932	82	12	test	test	NOUN
ajst-30932	82	13	sets	set	NOUN
ajst-30932	82	14	at	at	ADP
ajst-30932	82	15	a	a	DET
ajst-30932	82	16	ratio	ratio	NOUN
ajst-30932	82	17	of	of	ADP
ajst-30932	82	18	6:2:2	6:2:2	NUM
ajst-30932	82	19	.	.	PUNCT
ajst-30932	83	1	the	the	DET
ajst-30932	83	2	training	training	NOUN
ajst-30932	83	3	dataset	dataset	NOUN
ajst-30932	83	4	was	be	AUX
ajst-30932	83	5	used	use	VERB
ajst-30932	83	6	for	for	ADP
ajst-30932	83	7	model	model	NOUN
ajst-30932	83	8	training	training	NOUN
ajst-30932	83	9	,	,	PUNCT
ajst-30932	83	10	the	the	DET
ajst-30932	83	11	validation	validation	NOUN
ajst-30932	83	12	dataset	dataset	NOUN
ajst-30932	83	13	was	be	AUX
ajst-30932	83	14	used	use	VERB
ajst-30932	83	15	to	to	PART
ajst-30932	83	16	verify	verify	VERB
ajst-30932	83	17	the	the	DET
ajst-30932	83	18	model	model	NOUN
ajst-30932	83	19	’s	’s	PART
ajst-30932	83	20	generalization	generalization	NOUN
ajst-30932	83	21	ability	ability	NOUN
ajst-30932	83	22	during	during	ADP
ajst-30932	83	23	training	training	NOUN
ajst-30932	83	24	to	to	PART
ajst-30932	83	25	avoid	avoid	VERB
ajst-30932	83	26	overfitting	overfitte	VERB
ajst-30932	83	27	,	,	PUNCT
ajst-30932	83	28	and	and	CCONJ
ajst-30932	83	29	the	the	DET
ajst-30932	83	30	test	test	NOUN
ajst-30932	83	31	dataset	dataset	NOUN
ajst-30932	83	32	did	do	AUX
ajst-30932	83	33	not	not	PART
ajst-30932	83	34	participate	participate	VERB
ajst-30932	83	35	in	in	ADP
ajst-30932	83	36	the	the	DET
ajst-30932	83	37	training	training	NOUN
ajst-30932	83	38	process	process	NOUN
ajst-30932	83	39	but	but	CCONJ
ajst-30932	83	40	was	be	AUX
ajst-30932	83	41	used	use	VERB
ajst-30932	83	42	to	to	PART
ajst-30932	83	43	test	test	VERB
ajst-30932	83	44	the	the	DET
ajst-30932	83	45	model	model	NOUN
ajst-30932	83	46	’s	’s	PART
ajst-30932	83	47	performance	performance	NOUN
ajst-30932	83	48	.	.	PUNCT
ajst-30932	84	1	next	next	ADV
ajst-30932	84	2	,	,	PUNCT
ajst-30932	84	3	for	for	ADP
ajst-30932	84	4	network	network	NOUN
ajst-30932	84	5	parameter	parameter	NOUN
ajst-30932	84	6	configuration	configuration	NOUN
ajst-30932	84	7	,	,	PUNCT
ajst-30932	84	8	the	the	DET
ajst-30932	84	9	sigmoid	sigmoid	NOUN
ajst-30932	84	10	function	function	NOUN
ajst-30932	84	11	was	be	AUX
ajst-30932	84	12	selected	select	VERB
ajst-30932	84	13	as	as	ADP
ajst-30932	84	14	the	the	DET
ajst-30932	84	15	activation	activation	NOUN
ajst-30932	84	16	function	function	NOUN
ajst-30932	84	17	for	for	ADP
ajst-30932	84	18	the	the	DET
ajst-30932	84	19	hidden	hidden	ADJ
ajst-30932	84	20	layers	layer	NOUN
ajst-30932	84	21	,	,	PUNCT
ajst-30932	84	22	which	which	PRON
ajst-30932	84	23	serves	serve	VERB
ajst-30932	84	24	as	as	ADP
ajst-30932	84	25	the	the	DET
ajst-30932	84	26	core	core	NOUN
ajst-30932	84	27	mechanism	mechanism	NOUN
ajst-30932	84	28	for	for	ADP
ajst-30932	84	29	neural	neural	ADJ
ajst-30932	84	30	networks	network	NOUN
ajst-30932	84	31	to	to	PART
ajst-30932	84	32	achieve	achieve	VERB
ajst-30932	84	33	complex	complex	ADJ
ajst-30932	84	34	mapping	mapping	NOUN
ajst-30932	84	35	capabilities	capability	NOUN
ajst-30932	84	36	.	.	PUNCT
ajst-30932	85	1	the	the	DET
ajst-30932	85	2	optimal	optimal	ADJ
ajst-30932	85	3	number	number	NOUN
ajst-30932	85	4	of	of	ADP
ajst-30932	85	5	hidden	hide	VERB
ajst-30932	85	6	layer	layer	NOUN
ajst-30932	85	7	nodes	node	NOUN
ajst-30932	85	8	was	be	AUX
ajst-30932	85	9	determined	determine	VERB
ajst-30932	85	10	through	through	ADP
ajst-30932	85	11	a	a	DET
ajst-30932	85	12	trial	trial	NOUN
ajst-30932	85	13	-	-	PUNCT
ajst-30932	85	14	and	and	CCONJ
ajst-30932	85	15	-	-	PUNCT
ajst-30932	85	16	error	error	NOUN
ajst-30932	85	17	method	method	NOUN
ajst-30932	85	18	,	,	PUNCT
ajst-30932	85	19	242	242	NUM
ajst-30932	85	20	mean	mean	NOUN
ajst-30932	85	21	squared	square	VERB
ajst-30932	85	22	error	error	NOUN
ajst-30932	85	23	was	be	AUX
ajst-30932	85	24	used	use	VERB
ajst-30932	85	25	as	as	ADP
ajst-30932	85	26	the	the	DET
ajst-30932	85	27	loss	loss	NOUN
ajst-30932	85	28	function	function	NOUN
ajst-30932	85	29	,	,	PUNCT
ajst-30932	85	30	and	and	CCONJ
ajst-30932	85	31	an	an	DET
ajst-30932	85	32	adaptive	adaptive	ADJ
ajst-30932	85	33	learning	learning	NOUN
ajst-30932	85	34	rate	rate	NOUN
ajst-30932	85	35	optimizer	optimizer	NOUN
ajst-30932	85	36	was	be	AUX
ajst-30932	85	37	set	set	VERB
ajst-30932	85	38	for	for	ADP
ajst-30932	85	39	parameter	parameter	NOUN
ajst-30932	85	40	updates	update	NOUN
ajst-30932	85	41	.	.	PUNCT
ajst-30932	86	1	finally	finally	ADV
ajst-30932	86	2	,	,	PUNCT
ajst-30932	86	3	for	for	ADP
ajst-30932	86	4	model	model	NOUN
ajst-30932	86	5	validation	validation	NOUN
ajst-30932	86	6	,	,	PUNCT
ajst-30932	86	7	the	the	DET
ajst-30932	86	8	generalization	generalization	NOUN
ajst-30932	86	9	ability	ability	NOUN
ajst-30932	86	10	of	of	ADP
ajst-30932	86	11	the	the	DET
ajst-30932	86	12	model	model	NOUN
ajst-30932	86	13	was	be	AUX
ajst-30932	86	14	evaluated	evaluate	VERB
ajst-30932	86	15	based	base	VERB
ajst-30932	86	16	on	on	ADP
ajst-30932	86	17	the	the	DET
ajst-30932	86	18	test	test	NOUN
ajst-30932	86	19	set	set	NOUN
ajst-30932	86	20	,	,	PUNCT
ajst-30932	86	21	and	and	CCONJ
ajst-30932	86	22	the	the	DET
ajst-30932	86	23	prediction	prediction	NOUN
ajst-30932	86	24	performance	performance	NOUN
ajst-30932	86	25	was	be	AUX
ajst-30932	86	26	verified	verify	VERB
ajst-30932	86	27	using	use	VERB
ajst-30932	86	28	dual	dual	ADJ
ajst-30932	86	29	indicators	indicator	NOUN
ajst-30932	86	30	of	of	ADP
ajst-30932	86	31	mean	mean	ADJ
ajst-30932	86	32	absolute	absolute	ADJ
ajst-30932	86	33	percentage	percentage	NOUN
ajst-30932	86	34	error	error	NOUN
ajst-30932	86	35	(	(	PUNCT
ajst-30932	86	36	mape	mape	NOUN
ajst-30932	86	37	)	)	PUNCT
ajst-30932	86	38	and	and	CCONJ
ajst-30932	86	39	coefficient	coefficient	NOUN
ajst-30932	86	40	of	of	ADP
ajst-30932	86	41	determination	determination	NOUN
ajst-30932	86	42	(	(	PUNCT
ajst-30932	86	43	r²	r²	NOUN
ajst-30932	86	44	)	)	PUNCT
ajst-30932	86	45	.	.	PUNCT
ajst-30932	87	1	the	the	DET
ajst-30932	87	2	ultimately	ultimately	ADV
ajst-30932	87	3	constructed	construct	VERB
ajst-30932	87	4	ga	ga	PROPN
ajst-30932	87	5	-	-	PUNCT
ajst-30932	87	6	bp	bp	PROPN
ajst-30932	87	7	hybrid	hybrid	ADJ
ajst-30932	87	8	optimization	optimization	NOUN
ajst-30932	87	9	model	model	NOUN
ajst-30932	87	10	has	have	AUX
ajst-30932	87	11	demonstrated	demonstrate	VERB
ajst-30932	87	12	good	good	ADJ
ajst-30932	87	13	engineering	engineering	NOUN
ajst-30932	87	14	applicability	applicability	NOUN
ajst-30932	87	15	in	in	ADP
ajst-30932	87	16	the	the	DET
ajst-30932	87	17	optimization	optimization	NOUN
ajst-30932	87	18	of	of	ADP
ajst-30932	87	19	light	light	ADJ
ajst-30932	87	20	hydrocarbon	hydrocarbon	NOUN
ajst-30932	87	21	recovery	recovery	NOUN
ajst-30932	87	22	process	process	NOUN
ajst-30932	87	23	parameters	parameter	NOUN
ajst-30932	87	24	.	.	PUNCT
ajst-30932	88	1	x1	x1	NUM
ajst-30932	89	1	x2	x2	NOUN
ajst-30932	89	2	xn	xn	PROPN
ajst-30932	90	1	1	1	NUM
ajst-30932	90	2	2	2	NUM
ajst-30932	90	3	k	k	NOUN
ajst-30932	90	4	1	1	NUM
ajst-30932	90	5	2	2	NUM
ajst-30932	90	6	j	j	NOUN
ajst-30932	90	7	y1	y1	NOUN
ajst-30932	90	8	y2	y2	PROPN
ajst-30932	90	9	yn	yn	PROPN
ajst-30932	90	10	l-1	l-1	PROPN
ajst-30932	90	11	wjk	wjk	PROPN
ajst-30932	90	12	l	l	PROPN
ajst-30932	90	13	,	,	PUNCT
ajst-30932	90	14	l-1	l-1	PROPN
ajst-30932	90	15	l	l	PROPN
ajst-30932	90	16	bl	bl	PROPN
ajst-30932	90	17	j	j	PROPN
ajst-30932	90	18	input	input	NOUN
ajst-30932	90	19	layer	layer	NOUN
ajst-30932	90	20	hidden	hide	VERB
ajst-30932	90	21	layer	layer	NOUN
ajst-30932	90	22	output	output	NOUN
ajst-30932	90	23	layer	layer	NOUN
ajst-30932	90	24	figure	figure	NOUN
ajst-30932	90	25	3	3	NUM
ajst-30932	90	26	.	.	PUNCT
ajst-30932	91	1	structure	structure	NOUN
ajst-30932	91	2	of	of	ADP
ajst-30932	91	3	bp	bp	PROPN
ajst-30932	91	4	neural	neural	ADJ
ajst-30932	91	5	network	network	NOUN
ajst-30932	91	6	4	4	NUM
ajst-30932	91	7	.	.	PUNCT
ajst-30932	92	1	the	the	DET
ajst-30932	92	2	combination	combination	NOUN
ajst-30932	92	3	of	of	ADP
ajst-30932	92	4	hysys	hysys	NOUN
ajst-30932	92	5	modeling	modeling	NOUN
ajst-30932	92	6	and	and	CCONJ
ajst-30932	92	7	deep	deep	ADJ
ajst-30932	92	8	learning	learn	VERB
ajst-30932	92	9	optimization	optimization	NOUN
ajst-30932	92	10	in	in	ADP
ajst-30932	92	11	the	the	DET
ajst-30932	92	12	optimization	optimization	NOUN
ajst-30932	92	13	of	of	ADP
ajst-30932	92	14	light	light	ADJ
ajst-30932	92	15	hydrocarbon	hydrocarbon	NOUN
ajst-30932	92	16	recovery	recovery	NOUN
ajst-30932	92	17	processes	process	NOUN
ajst-30932	92	18	,	,	PUNCT
ajst-30932	92	19	hysys	hysy	NOUN
ajst-30932	92	20	,	,	PUNCT
ajst-30932	92	21	as	as	ADP
ajst-30932	92	22	a	a	DET
ajst-30932	92	23	powerful	powerful	ADJ
ajst-30932	92	24	process	process	NOUN
ajst-30932	92	25	simulation	simulation	NOUN
ajst-30932	92	26	tool	tool	NOUN
ajst-30932	92	27	,	,	PUNCT
ajst-30932	92	28	can	can	AUX
ajst-30932	92	29	accurately	accurately	ADV
ajst-30932	92	30	simulate	simulate	VERB
ajst-30932	92	31	the	the	DET
ajst-30932	92	32	process	process	NOUN
ajst-30932	92	33	flow	flow	VERB
ajst-30932	92	34	and	and	CCONJ
ajst-30932	92	35	predict	predict	VERB
ajst-30932	92	36	the	the	DET
ajst-30932	92	37	system	system	NOUN
ajst-30932	92	38	performance	performance	NOUN
ajst-30932	92	39	under	under	ADP
ajst-30932	92	40	different	different	ADJ
ajst-30932	92	41	operating	operating	NOUN
ajst-30932	92	42	conditions	condition	NOUN
ajst-30932	92	43	.	.	PUNCT
ajst-30932	93	1	deep	deep	ADJ
ajst-30932	93	2	learning	learning	NOUN
ajst-30932	93	3	can	can	AUX
ajst-30932	93	4	learn	learn	VERB
ajst-30932	93	5	complex	complex	ADJ
ajst-30932	93	6	nonlinear	nonlinear	ADJ
ajst-30932	93	7	relationships	relationship	NOUN
ajst-30932	93	8	from	from	ADP
ajst-30932	93	9	the	the	DET
ajst-30932	93	10	simulation	simulation	NOUN
ajst-30932	93	11	data	datum	NOUN
ajst-30932	93	12	of	of	ADP
ajst-30932	93	13	hysys	hysy	NOUN
ajst-30932	93	14	,	,	PUNCT
ajst-30932	93	15	establish	establish	VERB
ajst-30932	93	16	a	a	DET
ajst-30932	93	17	data	data	NOUN
ajst-30932	93	18	-	-	PUNCT
ajst-30932	93	19	driven	drive	VERB
ajst-30932	93	20	prediction	prediction	NOUN
ajst-30932	93	21	model	model	NOUN
ajst-30932	93	22	,	,	PUNCT
ajst-30932	93	23	and	and	CCONJ
ajst-30932	93	24	be	be	AUX
ajst-30932	93	25	used	use	VERB
ajst-30932	93	26	to	to	PART
ajst-30932	93	27	optimize	optimize	VERB
ajst-30932	93	28	process	process	NOUN
ajst-30932	93	29	parameters	parameter	NOUN
ajst-30932	93	30	.	.	PUNCT
ajst-30932	94	1	the	the	DET
ajst-30932	94	2	combination	combination	NOUN
ajst-30932	94	3	of	of	ADP
ajst-30932	94	4	the	the	DET
ajst-30932	94	5	two	two	NUM
ajst-30932	94	6	can	can	AUX
ajst-30932	94	7	achieve	achieve	VERB
ajst-30932	94	8	more	more	ADV
ajst-30932	94	9	efficient	efficient	ADJ
ajst-30932	94	10	and	and	CCONJ
ajst-30932	94	11	intelligent	intelligent	ADJ
ajst-30932	94	12	process	process	NOUN
ajst-30932	94	13	optimization	optimization	NOUN
ajst-30932	94	14	.	.	PUNCT
ajst-30932	95	1	(	(	PUNCT
ajst-30932	95	2	1	1	X
ajst-30932	95	3	)	)	PUNCT
ajst-30932	95	4	model	model	NOUN
ajst-30932	95	5	establishment	establishment	NOUN
ajst-30932	95	6	:	:	PUNCT
ajst-30932	95	7	based	base	VERB
ajst-30932	95	8	on	on	ADP
ajst-30932	95	9	the	the	DET
ajst-30932	95	10	designed	design	VERB
ajst-30932	95	11	light	light	ADJ
ajst-30932	95	12	hydrocarbon	hydrocarbon	NOUN
ajst-30932	95	13	recovery	recovery	NOUN
ajst-30932	95	14	process	process	NOUN
ajst-30932	95	15	flow	flow	NOUN
ajst-30932	95	16	,	,	PUNCT
ajst-30932	95	17	select	select	VERB
ajst-30932	95	18	the	the	DET
ajst-30932	95	19	corresponding	corresponding	ADJ
ajst-30932	95	20	equipment	equipment	NOUN
ajst-30932	95	21	models	model	NOUN
ajst-30932	95	22	and	and	CCONJ
ajst-30932	95	23	state	state	NOUN
ajst-30932	95	24	equations	equation	NOUN
ajst-30932	95	25	,	,	PUNCT
ajst-30932	95	26	and	and	CCONJ
ajst-30932	95	27	establish	establish	VERB
ajst-30932	95	28	the	the	DET
ajst-30932	95	29	corresponding	corresponding	ADJ
ajst-30932	95	30	simulation	simulation	NOUN
ajst-30932	95	31	process	process	NOUN
ajst-30932	95	32	in	in	ADP
ajst-30932	95	33	hysys	hysys	PROPN
ajst-30932	95	34	software	software	PROPN
ajst-30932	95	35	.	.	PUNCT
ajst-30932	96	1	conduct	conduct	VERB
ajst-30932	96	2	sensitivity	sensitivity	NOUN
ajst-30932	96	3	analysis	analysis	NOUN
ajst-30932	96	4	and	and	CCONJ
ajst-30932	96	5	exergy	exergy	NOUN
ajst-30932	96	6	analysis	analysis	NOUN
ajst-30932	96	7	,	,	PUNCT
ajst-30932	96	8	including	include	VERB
ajst-30932	96	9	changes	change	NOUN
ajst-30932	96	10	in	in	ADP
ajst-30932	96	11	parameters	parameter	NOUN
ajst-30932	96	12	such	such	ADJ
ajst-30932	96	13	as	as	ADP
ajst-30932	96	14	the	the	DET
ajst-30932	96	15	top	top	ADJ
ajst-30932	96	16	pressure	pressure	NOUN
ajst-30932	96	17	of	of	ADP
ajst-30932	96	18	the	the	DET
ajst-30932	96	19	methane	methane	NOUN
ajst-30932	96	20	removal	removal	NOUN
ajst-30932	96	21	tower	tower	NOUN
ajst-30932	96	22	,	,	PUNCT
ajst-30932	96	23	the	the	DET
ajst-30932	96	24	top	top	ADJ
ajst-30932	96	25	pressure	pressure	NOUN
ajst-30932	96	26	of	of	ADP
ajst-30932	96	27	the	the	DET
ajst-30932	96	28	ethane	ethane	NOUN
ajst-30932	96	29	removal	removal	NOUN
ajst-30932	96	30	tower	tower	NOUN
ajst-30932	96	31	,	,	PUNCT
ajst-30932	96	32	and	and	CCONJ
ajst-30932	96	33	heat	heat	NOUN
ajst-30932	96	34	exchangers	exchanger	NOUN
ajst-30932	96	35	,	,	PUNCT
ajst-30932	96	36	and	and	CCONJ
ajst-30932	96	37	their	their	PRON
ajst-30932	96	38	impact	impact	NOUN
ajst-30932	96	39	on	on	ADP
ajst-30932	96	40	overall	overall	ADJ
ajst-30932	96	41	energy	energy	NOUN
ajst-30932	96	42	consumption	consumption	NOUN
ajst-30932	96	43	and	and	CCONJ
ajst-30932	96	44	light	light	ADJ
ajst-30932	96	45	hydrocarbon	hydrocarbon	NOUN
ajst-30932	96	46	recovery	recovery	NOUN
ajst-30932	96	47	rate	rate	NOUN
ajst-30932	96	48	.	.	PUNCT
ajst-30932	97	1	(	(	PUNCT
ajst-30932	97	2	2	2	X
ajst-30932	97	3	)	)	PUNCT
ajst-30932	97	4	algorithm	algorithm	NOUN
ajst-30932	97	5	optimization	optimization	NOUN
ajst-30932	97	6	:	:	PUNCT
ajst-30932	97	7	build	build	VERB
ajst-30932	97	8	a	a	DET
ajst-30932	97	9	thermodynamic	thermodynamic	ADJ
ajst-30932	97	10	simulation	simulation	NOUN
ajst-30932	97	11	platform	platform	NOUN
ajst-30932	97	12	using	use	VERB
ajst-30932	97	13	hysys	hysys	NOUN
ajst-30932	97	14	software	software	NOUN
ajst-30932	97	15	and	and	CCONJ
ajst-30932	97	16	use	use	VERB
ajst-30932	97	17	matlab	matlab	PROPN
ajst-30932	97	18	software	software	NOUN
ajst-30932	97	19	as	as	ADP
ajst-30932	97	20	the	the	DET
ajst-30932	97	21	parameter	parameter	NOUN
ajst-30932	97	22	optimization	optimization	NOUN
ajst-30932	97	23	platform	platform	NOUN
ajst-30932	97	24	.	.	PUNCT
ajst-30932	98	1	achieve	achieve	VERB
ajst-30932	98	2	process	process	NOUN
ajst-30932	98	3	parameter	parameter	NOUN
ajst-30932	98	4	optimization	optimization	NOUN
ajst-30932	98	5	through	through	ADP
ajst-30932	98	6	cross	cross	ADJ
ajst-30932	98	7	-	-	ADJ
ajst-30932	98	8	platform	platform	ADJ
ajst-30932	98	9	data	datum	NOUN
ajst-30932	98	10	interaction	interaction	NOUN
ajst-30932	98	11	between	between	ADP
ajst-30932	98	12	the	the	DET
ajst-30932	98	13	two	two	NUM
ajst-30932	98	14	software[16	software[16	NOUN
ajst-30932	98	15	]	]	PUNCT
ajst-30932	98	16	.	.	PUNCT
ajst-30932	99	1	first	first	ADV
ajst-30932	99	2	,	,	PUNCT
ajst-30932	99	3	establish	establish	VERB
ajst-30932	99	4	the	the	DET
ajst-30932	99	5	objective	objective	ADJ
ajst-30932	99	6	function	function	NOUN
ajst-30932	99	7	,	,	PUNCT
ajst-30932	99	8	set	set	VERB
ajst-30932	99	9	the	the	DET
ajst-30932	99	10	multi	multi	ADJ
ajst-30932	99	11	-	-	ADJ
ajst-30932	99	12	objective	objective	ADJ
ajst-30932	99	13	function	function	NOUN
ajst-30932	99	14	to	to	PART
ajst-30932	99	15	maximize	maximize	VERB
ajst-30932	99	16	light	light	ADJ
ajst-30932	99	17	hydrocarbon	hydrocarbon	NOUN
ajst-30932	99	18	recovery	recovery	NOUN
ajst-30932	99	19	rate	rate	NOUN
ajst-30932	99	20	and	and	CCONJ
ajst-30932	99	21	minimize	minimize	VERB
ajst-30932	99	22	energy	energy	NOUN
ajst-30932	99	23	consumption	consumption	NOUN
ajst-30932	99	24	,	,	PUNCT
ajst-30932	99	25	and	and	CCONJ
ajst-30932	99	26	determine	determine	VERB
ajst-30932	99	27	the	the	DET
ajst-30932	99	28	constraints	constraint	NOUN
ajst-30932	99	29	based	base	VERB
ajst-30932	99	30	on	on	ADP
ajst-30932	99	31	parameter	parameter	NOUN
ajst-30932	99	32	analysis	analysis	NOUN
ajst-30932	99	33	in	in	ADP
ajst-30932	99	34	the	the	DET
ajst-30932	99	35	simulation	simulation	NOUN
ajst-30932	99	36	.	.	PUNCT
ajst-30932	100	1	then	then	ADV
ajst-30932	100	2	,	,	PUNCT
ajst-30932	100	3	solve	solve	VERB
ajst-30932	100	4	the	the	DET
ajst-30932	100	5	objective	objective	ADJ
ajst-30932	100	6	function	function	NOUN
ajst-30932	100	7	,	,	PUNCT
ajst-30932	100	8	write	write	VERB
ajst-30932	100	9	the	the	DET
ajst-30932	100	10	algorithm	algorithm	NOUN
ajst-30932	100	11	,	,	PUNCT
ajst-30932	100	12	determine	determine	VERB
ajst-30932	100	13	the	the	DET
ajst-30932	100	14	number	number	NOUN
ajst-30932	100	15	,	,	PUNCT
ajst-30932	100	16	dimension	dimension	NOUN
ajst-30932	100	17	,	,	PUNCT
ajst-30932	100	18	and	and	CCONJ
ajst-30932	100	19	iteration	iteration	NOUN
ajst-30932	100	20	times	time	NOUN
ajst-30932	100	21	,	,	PUNCT
ajst-30932	100	22	and	and	CCONJ
ajst-30932	100	23	use	use	VERB
ajst-30932	100	24	the	the	DET
ajst-30932	100	25	simulation	simulation	NOUN
ajst-30932	100	26	results	result	NOUN
ajst-30932	100	27	to	to	PART
ajst-30932	100	28	determine	determine	VERB
ajst-30932	100	29	the	the	DET
ajst-30932	100	30	range	range	NOUN
ajst-30932	100	31	of	of	ADP
ajst-30932	100	32	values	value	NOUN
ajst-30932	100	33	for	for	ADP
ajst-30932	100	34	each	each	DET
ajst-30932	100	35	variable	variable	NOUN
ajst-30932	100	36	,	,	PUNCT
ajst-30932	100	37	and	and	CCONJ
ajst-30932	100	38	start	start	VERB
ajst-30932	100	39	iterative	iterative	NOUN
ajst-30932	100	40	calculation[17	calculation[17	PROPN
ajst-30932	100	41	]	]	PUNCT
ajst-30932	100	42	.	.	PUNCT
ajst-30932	101	1	(	(	PUNCT
ajst-30932	101	2	3	3	X
ajst-30932	101	3	)	)	PUNCT
ajst-30932	101	4	through	through	ADP
ajst-30932	101	5	iterative	iterative	NOUN
ajst-30932	101	6	calculation	calculation	NOUN
ajst-30932	101	7	,	,	PUNCT
ajst-30932	101	8	the	the	DET
ajst-30932	101	9	optimal	optimal	ADJ
ajst-30932	101	10	solution	solution	NOUN
ajst-30932	101	11	set	set	VERB
ajst-30932	101	12	is	be	AUX
ajst-30932	101	13	obtained	obtain	VERB
ajst-30932	101	14	.	.	PUNCT
ajst-30932	102	1	the	the	DET
ajst-30932	102	2	optimal	optimal	ADJ
ajst-30932	102	3	solution	solution	NOUN
ajst-30932	102	4	set	set	VERB
ajst-30932	102	5	is	be	AUX
ajst-30932	102	6	an	an	DET
ajst-30932	102	7	intermediate	intermediate	ADJ
ajst-30932	102	8	scheme	scheme	NOUN
ajst-30932	102	9	that	that	PRON
ajst-30932	102	10	meets	meet	VERB
ajst-30932	102	11	the	the	DET
ajst-30932	102	12	lower	low	ADJ
ajst-30932	102	13	total	total	ADJ
ajst-30932	102	14	energy	energy	NOUN
ajst-30932	102	15	consumption	consumption	NOUN
ajst-30932	102	16	and	and	CCONJ
ajst-30932	102	17	higher	high	ADJ
ajst-30932	102	18	light	light	ADJ
ajst-30932	102	19	hydrocarbon	hydrocarbon	NOUN
ajst-30932	102	20	recovery	recovery	NOUN
ajst-30932	102	21	rate	rate	NOUN
ajst-30932	102	22	of	of	ADP
ajst-30932	102	23	the	the	DET
ajst-30932	102	24	entire	entire	ADJ
ajst-30932	102	25	process	process	NOUN
ajst-30932	102	26	.	.	PUNCT
ajst-30932	103	1	5	5	X
ajst-30932	103	2	.	.	X
ajst-30932	103	3	summary	summary	VERB
ajst-30932	103	4	this	this	DET
ajst-30932	103	5	paper	paper	NOUN
ajst-30932	103	6	systematically	systematically	ADV
ajst-30932	103	7	studies	study	VERB
ajst-30932	103	8	the	the	DET
ajst-30932	103	9	optimization	optimization	NOUN
ajst-30932	103	10	methods	method	NOUN
ajst-30932	103	11	of	of	ADP
ajst-30932	103	12	light	light	ADJ
ajst-30932	103	13	hydrocarbon	hydrocarbon	NOUN
ajst-30932	103	14	recovery	recovery	NOUN
ajst-30932	103	15	process	process	NOUN
ajst-30932	103	16	,	,	PUNCT
ajst-30932	103	17	focusing	focus	VERB
ajst-30932	103	18	on	on	ADP
ajst-30932	103	19	the	the	DET
ajst-30932	103	20	indepth	indepth	ADJ
ajst-30932	103	21	research	research	NOUN
ajst-30932	103	22	of	of	ADP
ajst-30932	103	23	the	the	DET
ajst-30932	103	24	combination	combination	NOUN
ajst-30932	103	25	of	of	ADP
ajst-30932	103	26	thermodynamic	thermodynamic	ADJ
ajst-30932	103	27	process	process	NOUN
ajst-30932	103	28	simulation	simulation	NOUN
ajst-30932	103	29	based	base	VERB
ajst-30932	103	30	on	on	ADP
ajst-30932	103	31	hysys	hysy	NOUN
ajst-30932	103	32	and	and	CCONJ
ajst-30932	103	33	intelligent	intelligent	ADJ
ajst-30932	103	34	optimization	optimization	NOUN
ajst-30932	103	35	algorithms	algorithm	NOUN
ajst-30932	103	36	.	.	PUNCT
ajst-30932	104	1	(	(	PUNCT
ajst-30932	104	2	1	1	X
ajst-30932	104	3	)	)	PUNCT
ajst-30932	104	4	light	light	ADJ
ajst-30932	104	5	hydrocarbon	hydrocarbon	NOUN
ajst-30932	104	6	recovery	recovery	NOUN
ajst-30932	104	7	can	can	AUX
ajst-30932	104	8	not	not	PART
ajst-30932	104	9	only	only	ADV
ajst-30932	104	10	increase	increase	VERB
ajst-30932	104	11	the	the	DET
ajst-30932	104	12	economic	economic	ADJ
ajst-30932	104	13	value	value	NOUN
ajst-30932	104	14	of	of	ADP
ajst-30932	104	15	natural	natural	ADJ
ajst-30932	104	16	gas	gas	NOUN
ajst-30932	104	17	products	product	NOUN
ajst-30932	104	18	,	,	PUNCT
ajst-30932	104	19	but	but	CCONJ
ajst-30932	104	20	also	also	ADV
ajst-30932	104	21	reduce	reduce	VERB
ajst-30932	104	22	the	the	DET
ajst-30932	104	23	hydrocarbon	hydrocarbon	NOUN
ajst-30932	104	24	dew	dew	NOUN
ajst-30932	104	25	point	point	NOUN
ajst-30932	104	26	and	and	CCONJ
ajst-30932	104	27	enhance	enhance	VERB
ajst-30932	104	28	the	the	DET
ajst-30932	104	29	safety	safety	NOUN
ajst-30932	104	30	of	of	ADP
ajst-30932	104	31	transportation	transportation	NOUN
ajst-30932	104	32	.	.	PUNCT
ajst-30932	105	1	(	(	PUNCT
ajst-30932	105	2	2	2	X
ajst-30932	105	3	)	)	PUNCT
ajst-30932	105	4	through	through	ADP
ajst-30932	105	5	mechanism	mechanism	NOUN
ajst-30932	105	6	modeling	modeling	NOUN
ajst-30932	105	7	with	with	ADP
ajst-30932	105	8	hysys	hysys	PROPN
ajst-30932	105	9	software	software	PROPN
ajst-30932	105	10	,	,	PUNCT
ajst-30932	105	11	the	the	DET
ajst-30932	105	12	thermodynamic	thermodynamic	ADJ
ajst-30932	105	13	characteristics	characteristic	NOUN
ajst-30932	105	14	of	of	ADP
ajst-30932	105	15	the	the	DET
ajst-30932	105	16	light	light	ADJ
ajst-30932	105	17	hydrocarbon	hydrocarbon	NOUN
ajst-30932	105	18	recovery	recovery	NOUN
ajst-30932	105	19	process	process	NOUN
ajst-30932	105	20	can	can	AUX
ajst-30932	105	21	be	be	AUX
ajst-30932	105	22	accurately	accurately	ADV
ajst-30932	105	23	simulated	simulate	VERB
ajst-30932	105	24	.	.	PUNCT
ajst-30932	106	1	the	the	DET
ajst-30932	106	2	phase	phase	NOUN
ajst-30932	106	3	equilibrium	equilibrium	NOUN
ajst-30932	106	4	of	of	ADP
ajst-30932	106	5	light	light	ADJ
ajst-30932	106	6	hydrocarbon	hydrocarbon	NOUN
ajst-30932	106	7	separation	separation	NOUN
ajst-30932	106	8	can	can	AUX
ajst-30932	106	9	be	be	AUX
ajst-30932	106	10	calculated	calculate	VERB
ajst-30932	106	11	using	use	VERB
ajst-30932	106	12	the	the	DET
ajst-30932	106	13	state	state	NOUN
ajst-30932	106	14	equation	equation	NOUN
ajst-30932	106	15	to	to	PART
ajst-30932	106	16	improve	improve	VERB
ajst-30932	106	17	the	the	DET
ajst-30932	106	18	simulation	simulation	NOUN
ajst-30932	106	19	accuracy	accuracy	NOUN
ajst-30932	106	20	.	.	PUNCT
ajst-30932	107	1	by	by	ADP
ajst-30932	107	2	establishing	establish	VERB
ajst-30932	107	3	a	a	DET
ajst-30932	107	4	data	data	NOUN
ajst-30932	107	5	-	-	PUNCT
ajst-30932	107	6	driven	drive	VERB
ajst-30932	107	7	model	model	NOUN
ajst-30932	107	8	with	with	ADP
ajst-30932	107	9	neural	neural	ADJ
ajst-30932	107	10	networks	network	NOUN
ajst-30932	107	11	,	,	PUNCT
ajst-30932	107	12	complex	complex	ADJ
ajst-30932	107	13	nonlinear	nonlinear	ADJ
ajst-30932	107	14	relationships	relationship	NOUN
ajst-30932	107	15	can	can	AUX
ajst-30932	107	16	be	be	AUX
ajst-30932	107	17	effectively	effectively	ADV
ajst-30932	107	18	learned	learn	VERB
ajst-30932	107	19	,	,	PUNCT
ajst-30932	107	20	enhancing	enhance	VERB
ajst-30932	107	21	the	the	DET
ajst-30932	107	22	prediction	prediction	NOUN
ajst-30932	107	23	ability	ability	NOUN
ajst-30932	107	24	of	of	ADP
ajst-30932	107	25	key	key	ADJ
ajst-30932	107	26	parameters	parameter	NOUN
ajst-30932	107	27	in	in	ADP
ajst-30932	107	28	light	light	ADJ
ajst-30932	107	29	hydrocarbon	hydrocarbon	NOUN
ajst-30932	107	30	recovery	recovery	NOUN
ajst-30932	107	31	.	.	PUNCT
ajst-30932	108	1	combining	combine	VERB
ajst-30932	108	2	optimization	optimization	NOUN
ajst-30932	108	3	methods	method	NOUN
ajst-30932	108	4	such	such	ADJ
ajst-30932	108	5	as	as	ADP
ajst-30932	108	6	genetic	genetic	ADJ
ajst-30932	108	7	algorithms	algorithms	NOUN
ajst-30932	108	8	can	can	AUX
ajst-30932	108	9	further	far	ADV
ajst-30932	108	10	improve	improve	VERB
ajst-30932	108	11	process	process	NOUN
ajst-30932	108	12	parameters	parameter	NOUN
ajst-30932	108	13	,	,	PUNCT
ajst-30932	108	14	increase	increase	VERB
ajst-30932	108	15	recovery	recovery	NOUN
ajst-30932	108	16	rate	rate	NOUN
ajst-30932	108	17	and	and	CCONJ
ajst-30932	108	18	reduce	reduce	VERB
ajst-30932	108	19	energy	energy	NOUN
ajst-30932	108	20	consumption	consumption	NOUN
ajst-30932	108	21	.	.	PUNCT
ajst-30932	109	1	(	(	PUNCT
ajst-30932	109	2	3	3	X
ajst-30932	109	3	)	)	PUNCT
ajst-30932	109	4	by	by	ADP
ajst-30932	109	5	using	use	VERB
ajst-30932	109	6	hysys	hysy	NOUN
ajst-30932	109	7	as	as	ADP
ajst-30932	109	8	a	a	DET
ajst-30932	109	9	process	process	NOUN
ajst-30932	109	10	simulation	simulation	NOUN
ajst-30932	109	11	tool	tool	NOUN
ajst-30932	109	12	and	and	CCONJ
ajst-30932	109	13	combining	combine	VERB
ajst-30932	109	14	it	it	PRON
ajst-30932	109	15	with	with	ADP
ajst-30932	109	16	intelligent	intelligent	ADJ
ajst-30932	109	17	optimization	optimization	NOUN
ajst-30932	109	18	algorithms	algorithm	NOUN
ajst-30932	109	19	,	,	PUNCT
ajst-30932	109	20	intelligent	intelligent	ADJ
ajst-30932	109	21	optimization	optimization	NOUN
ajst-30932	109	22	of	of	ADP
ajst-30932	109	23	the	the	DET
ajst-30932	109	24	light	light	ADJ
ajst-30932	109	25	hydrocarbon	hydrocarbon	NOUN
ajst-30932	109	26	recovery	recovery	NOUN
ajst-30932	109	27	process	process	NOUN
ajst-30932	109	28	can	can	AUX
ajst-30932	109	29	be	be	AUX
ajst-30932	109	30	achieved	achieve	VERB
ajst-30932	109	31	.	.	PUNCT
ajst-30932	110	1	this	this	DET
ajst-30932	110	2	method	method	NOUN
ajst-30932	110	3	has	have	VERB
ajst-30932	110	4	a	a	DET
ajst-30932	110	5	faster	fast	ADJ
ajst-30932	110	6	calculation	calculation	NOUN
ajst-30932	110	7	speed	speed	NOUN
ajst-30932	110	8	and	and	CCONJ
ajst-30932	110	9	better	well	ADJ
ajst-30932	110	10	parameter	parameter	NOUN
ajst-30932	110	11	configuration	configuration	NOUN
ajst-30932	110	12	compared	compare	VERB
ajst-30932	110	13	to	to	ADP
ajst-30932	110	14	traditional	traditional	ADJ
ajst-30932	110	15	optimization	optimization	NOUN
ajst-30932	110	16	strategies	strategy	NOUN
ajst-30932	110	17	.	.	PUNCT
ajst-30932	111	1	references	reference	NOUN
ajst-30932	111	2	[	[	X
ajst-30932	111	3	1	1	NUM
ajst-30932	111	4	]	]	X
ajst-30932	111	5	deng	deng	PROPN
ajst-30932	111	6	zhi'an	zhi'an	PROPN
ajst-30932	111	7	,	,	PUNCT
ajst-30932	111	8	li	li	PROPN
ajst-30932	111	9	li	li	PROPN
ajst-30932	111	10	,	,	PUNCT
ajst-30932	111	11	hu	hu	PROPN
ajst-30932	111	12	yongqun	yongqun	PROPN
ajst-30932	111	13	,	,	PUNCT
ajst-30932	111	14	et	et	PROPN
ajst-30932	111	15	al	al	PROPN
ajst-30932	111	16	.	.	PROPN
ajst-30932	112	1	design	design	NOUN
ajst-30932	112	2	and	and	CCONJ
ajst-30932	112	3	analysis	analysis	NOUN
ajst-30932	112	4	of	of	ADP
ajst-30932	112	5	lng	lng	PROPN
ajst-30932	112	6	light	light	ADJ
ajst-30932	112	7	hydrocarbon	hydrocarbon	NOUN
ajst-30932	112	8	recovery	recovery	NOUN
ajst-30932	112	9	process	process	NOUN
ajst-30932	112	10	[	[	X
ajst-30932	112	11	j	j	X
ajst-30932	112	12	]	]	X
ajst-30932	112	13	.	.	PUNCT
ajst-30932	113	1	low	low	ADJ
ajst-30932	113	2	carbon	carbon	NOUN
ajst-30932	113	3	chemistry	chemistry	NOUN
ajst-30932	113	4	and	and	CCONJ
ajst-30932	113	5	chemical	chemical	NOUN
ajst-30932	113	6	engineering	engineering	NOUN
ajst-30932	113	7	,	,	PUNCT
ajst-30932	113	8	2023	2023	NUM
ajst-30932	113	9	,	,	PUNCT
ajst-30932	113	10	48(04	48(04	NUM
ajst-30932	113	11	):	):	PUNCT
ajst-30932	113	12	176	176	NUM
ajst-30932	113	13	-	-	SYM
ajst-30932	113	14	182	182	NUM
ajst-30932	113	15	.	.	PUNCT
ajst-30932	114	1	[	[	X
ajst-30932	114	2	2	2	NUM
ajst-30932	114	3	]	]	PUNCT
ajst-30932	114	4	xiao	xiao	PROPN
ajst-30932	114	5	rongge	rongge	PROPN
ajst-30932	114	6	,	,	PUNCT
ajst-30932	114	7	li	li	PROPN
ajst-30932	114	8	yuze	yuze	PROPN
ajst-30932	114	9	,	,	PUNCT
ajst-30932	114	10	liu	liu	PROPN
ajst-30932	114	11	yalong	yalong	PROPN
ajst-30932	114	12	,	,	PUNCT
ajst-30932	114	13	et	et	PROPN
ajst-30932	114	14	al	al	PROPN
ajst-30932	114	15	.	.	PROPN
ajst-30932	114	16	design	design	NOUN
ajst-30932	114	17	and	and	CCONJ
ajst-30932	114	18	simulation	simulation	NOUN
ajst-30932	114	19	of	of	ADP
ajst-30932	114	20	co	co	NOUN
ajst-30932	114	21	-	-	NOUN
ajst-30932	114	22	production	production	NOUN
ajst-30932	114	23	of	of	ADP
ajst-30932	114	24	light	light	ADJ
ajst-30932	114	25	hydrocarbons	hydrocarbon	NOUN
ajst-30932	114	26	recovery	recovery	NOUN
ajst-30932	114	27	and	and	CCONJ
ajst-30932	114	28	helium	helium	NOUN
ajst-30932	114	29	extraction	extraction	NOUN
ajst-30932	114	30	from	from	ADP
ajst-30932	114	31	lng	lng	PROPN
ajst-30932	114	32	[	[	X
ajst-30932	114	33	j	j	X
ajst-30932	114	34	]	]	X
ajst-30932	114	35	.	.	PUNCT
ajst-30932	115	1	modern	modern	ADJ
ajst-30932	115	2	chemical	chemical	NOUN
ajst-30932	115	3	industry	industry	NOUN
ajst-30932	115	4	,	,	PUNCT
ajst-30932	115	5	2025	2025	NUM
ajst-30932	115	6	,	,	PUNCT
ajst-30932	115	7	45(01	45(01	NUM
ajst-30932	115	8	):	):	PUNCT
ajst-30932	115	9	239	239	NUM
ajst-30932	115	10	-	-	SYM
ajst-30932	115	11	244	244	NUM
ajst-30932	115	12	.	.	PUNCT
ajst-30932	116	1	doi	doi	NOUN
ajst-30932	116	2	:	:	PUNCT
ajst-30932	116	3	10.16606	10.16606	NUM
ajst-30932	116	4	/	/	SYM
ajst-30932	116	5	j.cnki.issn0253	j.cnki.issn0253	NUM
ajst-30932	116	6	-	-	PUNCT
ajst-30932	116	7	4320.2025.01.041	4320.2025.01.041	NOUN
ajst-30932	116	8	.	.	PUNCT
ajst-30932	117	1	[	[	X
ajst-30932	117	2	3	3	NUM
ajst-30932	117	3	]	]	X
ajst-30932	117	4	xiao	xiao	PROPN
ajst-30932	117	5	rongge	rongge	PROPN
ajst-30932	117	6	,	,	PUNCT
ajst-30932	117	7	wang	wang	PROPN
ajst-30932	117	8	mengxia	mengxia	PROPN
ajst-30932	117	9	,	,	PUNCT
ajst-30932	117	10	zhuang	zhuang	PROPN
ajst-30932	117	11	qi	qi	PROPN
ajst-30932	117	12	,	,	PUNCT
ajst-30932	118	1	et	et	PROPN
ajst-30932	118	2	al	al	PROPN
ajst-30932	118	3	.	.	PROPN
ajst-30932	118	4	parameter	parameter	PROPN
ajst-30932	118	5	optimization	optimization	NOUN
ajst-30932	118	6	of	of	ADP
ajst-30932	118	7	light	light	ADJ
ajst-30932	118	8	hydrocarbons	hydrocarbon	NOUN
ajst-30932	118	9	recovery	recovery	NOUN
ajst-30932	118	10	in	in	ADP
ajst-30932	118	11	dhx	dhx	NOUN
ajst-30932	118	12	process	process	NOUN
ajst-30932	118	13	based	base	VERB
ajst-30932	118	14	on	on	ADP
ajst-30932	118	15	nsga	nsga	NOUN
ajst-30932	118	16	-	-	PUNCT
ajst-30932	118	17	ii	ii	NOUN
ajst-30932	118	18	algorithm	algorithm	NOUN
ajst-30932	119	1	[	[	X
ajst-30932	119	2	j	j	X
ajst-30932	119	3	]	]	X
ajst-30932	119	4	.	.	PUNCT
ajst-30932	119	5	natural	natural	ADJ
ajst-30932	119	6	gas	gas	NOUN
ajst-30932	119	7	chemical	chemical	NOUN
ajst-30932	119	8	industry	industry	NOUN
ajst-30932	119	9	c1	c1	NOUN
ajst-30932	119	10	chemistry	chemistry	NOUN
ajst-30932	119	11	and	and	CCONJ
ajst-30932	119	12	chemical	chemical	PROPN
ajst-30932	119	13	engineering	engineering	NOUN
ajst-30932	119	14	,	,	PUNCT
ajst-30932	119	15	2021	2021	NUM
ajst-30932	119	16	,	,	PUNCT
ajst-30932	119	17	46(06	46(06	NUM
ajst-30932	119	18	):	):	PUNCT
ajst-30932	119	19	104	104	NUM
ajst-30932	119	20	-	-	SYM
ajst-30932	119	21	108	108	NUM
ajst-30932	119	22	+	+	CCONJ
ajst-30932	119	23	115	115	NUM
ajst-30932	119	24	.	.	PUNCT
ajst-30932	120	1	[	[	X
ajst-30932	120	2	4	4	X
ajst-30932	120	3	]	]	X
ajst-30932	120	4	wang	wang	PROPN
ajst-30932	120	5	chuanping	chuanping	PROPN
ajst-30932	120	6	,	,	PUNCT
ajst-30932	120	7	lyu	lyu	NOUN
ajst-30932	120	8	xiaoming	xiaoming	PROPN
ajst-30932	120	9	,	,	PUNCT
ajst-30932	120	10	li	li	PROPN
ajst-30932	120	11	yingjie	yingjie	PROPN
ajst-30932	120	12	,	,	PUNCT
ajst-30932	120	13	et	et	PROPN
ajst-30932	120	14	al	al	PROPN
ajst-30932	120	15	.	.	PROPN
ajst-30932	120	16	research	research	NOUN
ajst-30932	120	17	and	and	CCONJ
ajst-30932	120	18	application	application	NOUN
ajst-30932	120	19	of	of	ADP
ajst-30932	120	20	efficient	efficient	ADJ
ajst-30932	120	21	ethane	ethane	NOUN
ajst-30932	120	22	recovery	recovery	NOUN
ajst-30932	120	23	technology	technology	NOUN
ajst-30932	120	24	in	in	ADP
ajst-30932	120	25	condensate	condensate	NOUN
ajst-30932	120	26	gas	gas	NOUN
ajst-30932	120	27	fields	field	NOUN
ajst-30932	120	28	[	[	X
ajst-30932	120	29	j	j	X
ajst-30932	120	30	]	]	X
ajst-30932	120	31	.	.	PUNCT
ajst-30932	121	1	petrochemical	petrochemical	NOUN
ajst-30932	121	2	technology	technology	NOUN
ajst-30932	121	3	,	,	PUNCT
ajst-30932	121	4	2021	2021	NUM
ajst-30932	121	5	,	,	PUNCT
ajst-30932	121	6	50(06	50(06	NUM
ajst-30932	121	7	):	):	PUNCT
ajst-30932	121	8	64	64	NUM
ajst-30932	121	9	-	-	SYM
ajst-30932	121	10	70	70	NUM
ajst-30932	121	11	.	.	PUNCT
ajst-30932	122	1	[	[	X
ajst-30932	122	2	5	5	NUM
ajst-30932	122	3	]	]	SYM
ajst-30932	122	4	hu	hu	PROPN
ajst-30932	122	5	xiaorong	xiaorong	PROPN
ajst-30932	122	6	.	.	PUNCT
ajst-30932	123	1	research	research	NOUN
ajst-30932	123	2	progress	progress	NOUN
ajst-30932	123	3	on	on	ADP
ajst-30932	123	4	deep	deep	ADJ
ajst-30932	123	5	cold	cold	ADJ
ajst-30932	123	6	recovery	recovery	NOUN
ajst-30932	123	7	technology	technology	NOUN
ajst-30932	123	8	of	of	ADP
ajst-30932	123	9	ethane	ethane	NOUN
ajst-30932	123	10	from	from	ADP
ajst-30932	123	11	natural	natural	ADJ
ajst-30932	123	12	gas	gas	NOUN
ajst-30932	124	1	[	[	X
ajst-30932	124	2	j	j	X
ajst-30932	124	3	]	]	X
ajst-30932	124	4	.	.	PUNCT
ajst-30932	125	1	china	china	PROPN
ajst-30932	125	2	mining	mining	PROPN
ajst-30932	125	3	,	,	PUNCT
ajst-30932	125	4	2022	2022	NUM
ajst-30932	125	5	,	,	PUNCT
ajst-30932	125	6	31(s1	31(s1	NUM
ajst-30932	125	7	):	):	PUNCT
ajst-30932	125	8	221	221	NUM
ajst-30932	125	9	-	-	SYM
ajst-30932	125	10	226	226	NUM
ajst-30932	125	11	.	.	PUNCT
ajst-30932	126	1	[	[	X
ajst-30932	126	2	6	6	NUM
ajst-30932	126	3	]	]	PUNCT
ajst-30932	126	4	yang	yang	PROPN
ajst-30932	126	5	senjie	senjie	PROPN
ajst-30932	126	6	.	.	PUNCT
ajst-30932	127	1	design	design	NOUN
ajst-30932	127	2	research	research	NOUN
ajst-30932	127	3	on	on	ADP
ajst-30932	127	4	deep	deep	ADJ
ajst-30932	127	5	cold	cold	ADJ
ajst-30932	127	6	recovery	recovery	NOUN
ajst-30932	127	7	of	of	ADP
ajst-30932	127	8	ethane	ethane	NOUN
ajst-30932	127	9	from	from	ADP
ajst-30932	127	10	natural	natural	ADJ
ajst-30932	127	11	gas	gas	NOUN
ajst-30932	127	12	in	in	ADP
ajst-30932	127	13	a	a	DET
ajst-30932	127	14	certain	certain	ADJ
ajst-30932	127	15	gas	gas	NOUN
ajst-30932	127	16	field	field	NOUN
ajst-30932	127	17	in	in	ADP
ajst-30932	127	18	xinjiang	xinjiang	PROPN
ajst-30932	128	1	[	[	X
ajst-30932	128	2	d	d	X
ajst-30932	128	3	]	]	X
ajst-30932	128	4	.	.	PUNCT
ajst-30932	129	1	beijing	beijing	PROPN
ajst-30932	129	2	:	:	PUNCT
ajst-30932	130	1	china	china	PROPN
ajst-30932	130	2	university	university	PROPN
ajst-30932	130	3	of	of	ADP
ajst-30932	130	4	petroleum	petroleum	NOUN
ajst-30932	130	5	(	(	PUNCT
ajst-30932	130	6	beijing	beijing	PROPN
ajst-30932	130	7	)	)	PUNCT
ajst-30932	130	8	,	,	PUNCT
ajst-30932	130	9	2019	2019	NUM
ajst-30932	130	10	.	.	PUNCT
ajst-30932	131	1	[	[	X
ajst-30932	131	2	7	7	X
ajst-30932	131	3	]	]	X
ajst-30932	131	4	cao	cao	PROPN
ajst-30932	131	5	bin	bin	PROPN
ajst-30932	131	6	,	,	PUNCT
ajst-30932	131	7	zhang	zhang	PROPN
ajst-30932	131	8	yumei	yumei	PROPN
ajst-30932	131	9	,	,	PUNCT
ajst-30932	131	10	he	he	PRON
ajst-30932	131	11	dingping	dingpe	VERB
ajst-30932	131	12	.	.	PUNCT
ajst-30932	132	1	a	a	DET
ajst-30932	132	2	brief	brief	ADJ
ajst-30932	132	3	analysis	analysis	NOUN
ajst-30932	132	4	of	of	ADP
ajst-30932	132	5	the	the	DET
ajst-30932	132	6	development	development	NOUN
ajst-30932	132	7	status	status	NOUN
ajst-30932	132	8	of	of	ADP
ajst-30932	132	9	light	light	ADJ
ajst-30932	132	10	hydrocarbons	hydrocarbon	NOUN
ajst-30932	132	11	recovery	recovery	NOUN
ajst-30932	132	12	technology	technology	NOUN
ajst-30932	133	1	[	[	X
ajst-30932	133	2	j	j	X
ajst-30932	133	3	]	]	X
ajst-30932	133	4	.	.	PUNCT
ajst-30932	134	1	yunnan	yunnan	PROPN
ajst-30932	134	2	chemical	chemical	PROPN
ajst-30932	134	3	industry	industry	NOUN
ajst-30932	134	4	,	,	PUNCT
ajst-30932	134	5	2018	2018	NUM
ajst-30932	134	6	,	,	PUNCT
ajst-30932	134	7	45(4	45(4	NUM
ajst-30932	134	8	):	):	PUNCT
ajst-30932	134	9	12	12	NUM
ajst-30932	134	10	.	.	X
ajst-30932	135	1	243	243	NUM
ajst-30932	136	1	[	[	NOUN
ajst-30932	136	2	8	8	NUM
ajst-30932	136	3	]	]	X
ajst-30932	136	4	zhou	zhou	PROPN
ajst-30932	136	5	yanliang	yanliang	PROPN
ajst-30932	136	6	,	,	PUNCT
ajst-30932	136	7	chai	chai	NOUN
ajst-30932	136	8	xingjun	xingjun	PROPN
ajst-30932	136	9	,	,	PUNCT
ajst-30932	136	10	li	li	PROPN
ajst-30932	136	11	yao	yao	PROPN
ajst-30932	136	12	.	.	PUNCT
ajst-30932	137	1	discussion	discussion	NOUN
ajst-30932	137	2	on	on	ADP
ajst-30932	137	3	the	the	DET
ajst-30932	137	4	technology	technology	NOUN
ajst-30932	137	5	of	of	ADP
ajst-30932	137	6	light	light	ADJ
ajst-30932	137	7	hydrocarbons	hydrocarbon	NOUN
ajst-30932	137	8	recovery	recovery	NOUN
ajst-30932	137	9	from	from	ADP
ajst-30932	137	10	natural	natural	ADJ
ajst-30932	137	11	gas	gas	NOUN
ajst-30932	138	1	[	[	X
ajst-30932	138	2	j	j	X
ajst-30932	138	3	]	]	X
ajst-30932	138	4	.	.	PUNCT
ajst-30932	139	1	petrochemical	petrochemical	NOUN
ajst-30932	139	2	technology	technology	NOUN
ajst-30932	139	3	,	,	PUNCT
ajst-30932	139	4	2018	2018	NUM
ajst-30932	139	5	,	,	PUNCT
ajst-30932	139	6	25(12	25(12	NUM
ajst-30932	139	7	):	):	PUNCT
ajst-30932	139	8	305	305	NUM
ajst-30932	139	9	.	.	PUNCT
ajst-30932	140	1	[	[	X
ajst-30932	140	2	9	9	NUM
ajst-30932	140	3	]	]	X
ajst-30932	140	4	cai	cai	X
ajst-30932	140	5	qicheng	qicheng	PROPN
ajst-30932	140	6	.	.	PUNCT
ajst-30932	141	1	research	research	NOUN
ajst-30932	141	2	on	on	ADP
ajst-30932	141	3	ethane	ethane	NOUN
ajst-30932	141	4	recovery	recovery	NOUN
ajst-30932	141	5	technology	technology	NOUN
ajst-30932	141	6	in	in	ADP
ajst-30932	141	7	cq	cq	NOUN
ajst-30932	141	8	gas	gas	NOUN
ajst-30932	141	9	field	field	NOUN
ajst-30932	142	1	[	[	X
ajst-30932	142	2	d	d	X
ajst-30932	142	3	]	]	X
ajst-30932	142	4	.	.	PUNCT
ajst-30932	143	1	chengdu	chengdu	PROPN
ajst-30932	143	2	:	:	PUNCT
ajst-30932	143	3	southwest	southwest	ADJ
ajst-30932	143	4	petroleum	petroleum	PROPN
ajst-30932	143	5	university	university	NOUN
ajst-30932	143	6	,	,	PUNCT
ajst-30932	143	7	2018	2018	NUM
ajst-30932	143	8	.	.	PUNCT
ajst-30932	144	1	[	[	X
ajst-30932	144	2	10	10	NUM
ajst-30932	144	3	]	]	X
ajst-30932	144	4	tang	tang	PROPN
ajst-30932	144	5	yan	yan	PROPN
ajst-30932	144	6	.	.	PUNCT
ajst-30932	144	7	discussion	discussion	NOUN
ajst-30932	144	8	on	on	ADP
ajst-30932	144	9	new	new	ADJ
ajst-30932	144	10	technologies	technology	NOUN
ajst-30932	144	11	for	for	ADP
ajst-30932	144	12	light	light	ADJ
ajst-30932	144	13	hydrocarbons	hydrocarbon	NOUN
ajst-30932	144	14	recovery	recovery	NOUN
ajst-30932	145	1	[	[	X
ajst-30932	145	2	j	j	X
ajst-30932	145	3	]	]	X
ajst-30932	145	4	.	.	PUNCT
ajst-30932	146	1	science	science	PROPN
ajst-30932	146	2	&	&	CCONJ
ajst-30932	146	3	technology	technology	PROPN
ajst-30932	146	4	review	review	PROPN
ajst-30932	146	5	,	,	PUNCT
ajst-30932	146	6	2016	2016	NUM
ajst-30932	146	7	,	,	PUNCT
ajst-30932	146	8	26(20	26(20	NUM
ajst-30932	146	9	):	):	PUNCT
ajst-30932	146	10	166	166	NUM
ajst-30932	146	11	.	.	PUNCT
ajst-30932	147	1	[	[	X
ajst-30932	147	2	11	11	NUM
ajst-30932	147	3	]	]	PUNCT
ajst-30932	147	4	xiong	xiong	PROPN
ajst-30932	147	5	yongqiang	yongqiang	PROPN
ajst-30932	147	6	,	,	PUNCT
ajst-30932	147	7	li	li	PROPN
ajst-30932	147	8	yajun	yajun	PROPN
ajst-30932	147	9	,	,	PUNCT
ajst-30932	147	10	hua	hua	PROPN
ajst-30932	147	11	bin	bin	PROPN
ajst-30932	147	12	.	.	PUNCT
ajst-30932	148	1	optimization	optimization	NOUN
ajst-30932	148	2	design	design	NOUN
ajst-30932	148	3	of	of	ADP
ajst-30932	148	4	light	light	ADJ
ajst-30932	148	5	hydrocarbons	hydrocarbon	NOUN
ajst-30932	148	6	separation	separation	NOUN
ajst-30932	148	7	process	process	NOUN
ajst-30932	148	8	in	in	ADP
ajst-30932	148	9	liquefied	liquefy	VERB
ajst-30932	148	10	natural	natural	ADJ
ajst-30932	148	11	gas	gas	NOUN
ajst-30932	149	1	[	[	X
ajst-30932	149	2	j	j	X
ajst-30932	149	3	]	]	X
ajst-30932	149	4	.	.	PUNCT
ajst-30932	150	1	journal	journal	PROPN
ajst-30932	150	2	of	of	ADP
ajst-30932	150	3	south	south	PROPN
ajst-30932	150	4	china	china	PROPN
ajst-30932	150	5	university	university	PROPN
ajst-30932	150	6	of	of	ADP
ajst-30932	150	7	technology	technology	NOUN
ajst-30932	150	8	(	(	PUNCT
ajst-30932	150	9	natural	natural	ADJ
ajst-30932	150	10	science	science	NOUN
ajst-30932	150	11	edition	edition	NOUN
ajst-30932	150	12	)	)	PUNCT
ajst-30932	150	13	,	,	PUNCT
ajst-30932	150	14	2007	2007	NUM
ajst-30932	150	15	,	,	PUNCT
ajst-30932	150	16	(	(	PUNCT
ajst-30932	150	17	07	07	NUM
ajst-30932	150	18	):	):	PUNCT
ajst-30932	150	19	62	62	NUM
ajst-30932	150	20	-	-	SYM
ajst-30932	150	21	66	66	NUM
ajst-30932	150	22	.	.	PUNCT
ajst-30932	151	1	[	[	X
ajst-30932	151	2	12	12	NUM
ajst-30932	151	3	]	]	X
ajst-30932	151	4	hua	hua	PROPN
ajst-30932	151	5	bin	bin	PROPN
ajst-30932	151	6	,	,	PUNCT
ajst-30932	151	7	xiong	xiong	PROPN
ajst-30932	151	8	yongqiang	yongqiang	PROPN
ajst-30932	151	9	,	,	PUNCT
ajst-30932	151	10	li	li	PROPN
ajst-30932	151	11	yajun	yajun	PROPN
ajst-30932	151	12	,	,	PUNCT
ajst-30932	151	13	et	et	PROPN
ajst-30932	151	14	al	al	PROPN
ajst-30932	151	15	.	.	PROPN
ajst-30932	151	16	simulation	simulation	NOUN
ajst-30932	151	17	and	and	CCONJ
ajst-30932	151	18	optimization	optimization	NOUN
ajst-30932	151	19	of	of	ADP
ajst-30932	151	20	light	light	ADJ
ajst-30932	151	21	hydrocarbons	hydrocarbon	NOUN
ajst-30932	151	22	separation	separation	NOUN
ajst-30932	151	23	process	process	NOUN
ajst-30932	151	24	in	in	ADP
ajst-30932	151	25	liquefied	liquefy	VERB
ajst-30932	151	26	natural	natural	ADJ
ajst-30932	151	27	gas	gas	NOUN
ajst-30932	151	28	[	[	X
ajst-30932	151	29	j	j	X
ajst-30932	151	30	]	]	X
ajst-30932	151	31	.	.	PUNCT
ajst-30932	151	32	natural	natural	ADJ
ajst-30932	151	33	gas	gas	NOUN
ajst-30932	151	34	industry	industry	NOUN
ajst-30932	151	35	,	,	PUNCT
ajst-30932	151	36	2006	2006	NUM
ajst-30932	151	37	,	,	PUNCT
ajst-30932	151	38	(	(	PUNCT
ajst-30932	151	39	05	05	NUM
ajst-30932	151	40	):	):	PUNCT
ajst-30932	151	41	127	127	NUM
ajst-30932	151	42	-	-	SYM
ajst-30932	151	43	129	129	NUM
ajst-30932	151	44	+	+	CCONJ
ajst-30932	151	45	3	3	X
ajst-30932	151	46	.	.	PUNCT
ajst-30932	152	1	[	[	X
ajst-30932	152	2	13	13	NUM
ajst-30932	152	3	]	]	X
ajst-30932	152	4	wang	wang	PROPN
ajst-30932	152	5	zilong	zilong	PROPN
ajst-30932	152	6	,	,	PUNCT
ajst-30932	152	7	liu	liu	PROPN
ajst-30932	152	8	guilian	guilian	PROPN
ajst-30932	152	9	.	.	PUNCT
ajst-30932	152	10	prediction	prediction	NOUN
ajst-30932	152	11	and	and	CCONJ
ajst-30932	152	12	optimization	optimization	NOUN
ajst-30932	152	13	of	of	ADP
ajst-30932	152	14	parameters	parameter	NOUN
ajst-30932	152	15	for	for	ADP
ajst-30932	152	16	liquid	liquid	ADJ
ajst-30932	152	17	hydrocarbons	hydrocarbon	NOUN
ajst-30932	152	18	recovery	recovery	NOUN
ajst-30932	152	19	unit	unit	NOUN
ajst-30932	152	20	based	base	VERB
ajst-30932	152	21	on	on	ADP
ajst-30932	152	22	bp	bp	PROPN
ajst-30932	152	23	neural	neural	ADJ
ajst-30932	152	24	network	network	NOUN
ajst-30932	152	25	and	and	CCONJ
ajst-30932	152	26	genetic	genetic	ADJ
ajst-30932	152	27	algorithm	algorithm	NOUN
ajst-30932	153	1	[	[	X
ajst-30932	153	2	j	j	X
ajst-30932	153	3	]	]	X
ajst-30932	153	4	.	.	PUNCT
ajst-30932	154	1	journal	journal	PROPN
ajst-30932	154	2	of	of	ADP
ajst-30932	154	3	process	process	NOUN
ajst-30932	154	4	engineering	engineering	NOUN
ajst-30932	154	5	,	,	PUNCT
ajst-30932	154	6	2024	2024	NUM
ajst-30932	154	7	,	,	PUNCT
ajst-30932	154	8	24(11	24(11	NUM
ajst-30932	154	9	):	):	PUNCT
ajst-30932	154	10	1284	1284	NUM
ajst-30932	154	11	-	-	SYM
ajst-30932	154	12	1296	1296	NUM
ajst-30932	154	13	.	.	PUNCT
ajst-30932	155	1	[	[	X
ajst-30932	155	2	14	14	NUM
ajst-30932	155	3	]	]	X
ajst-30932	155	4	zhang	zhang	PROPN
ajst-30932	155	5	zibo	zibo	PROPN
ajst-30932	155	6	,	,	PUNCT
ajst-30932	155	7	he	he	PRON
ajst-30932	155	8	xiaoyong	xiaoyong	PROPN
ajst-30932	155	9	,	,	PUNCT
ajst-30932	155	10	zang	zang	PROPN
ajst-30932	155	11	wei	wei	PROPN
ajst-30932	155	12	.	.	PUNCT
ajst-30932	155	13	prediction	prediction	NOUN
ajst-30932	155	14	method	method	NOUN
ajst-30932	155	15	of	of	ADP
ajst-30932	155	16	production	production	NOUN
ajst-30932	155	17	parameters	parameter	NOUN
ajst-30932	155	18	for	for	ADP
ajst-30932	155	19	light	light	ADJ
ajst-30932	155	20	hydrocarbons	hydrocarbon	NOUN
ajst-30932	155	21	recovery	recovery	NOUN
ajst-30932	155	22	unit	unit	NOUN
ajst-30932	155	23	based	base	VERB
ajst-30932	155	24	on	on	ADP
ajst-30932	155	25	bp	bp	PROPN
ajst-30932	155	26	neural	neural	ADJ
ajst-30932	155	27	network	network	NOUN
ajst-30932	155	28	[	[	X
ajst-30932	155	29	j	j	X
ajst-30932	155	30	]	]	X
ajst-30932	155	31	.	.	PUNCT
ajst-30932	156	1	chemical	chemical	NOUN
ajst-30932	156	2	industry	industry	NOUN
ajst-30932	156	3	automation	automation	NOUN
ajst-30932	156	4	and	and	CCONJ
ajst-30932	156	5	instrumentation	instrumentation	NOUN
ajst-30932	156	6	,	,	PUNCT
ajst-30932	156	7	2023	2023	NUM
ajst-30932	156	8	,	,	PUNCT
ajst-30932	156	9	50(5	50(5	NUM
ajst-30932	156	10	):	):	PUNCT
ajst-30932	156	11	689	689	NUM
ajst-30932	156	12	-	-	SYM
ajst-30932	156	13	694	694	NUM
ajst-30932	156	14	.	.	PUNCT
ajst-30932	157	1	[	[	X
ajst-30932	157	2	15	15	NUM
ajst-30932	157	3	]	]	X
ajst-30932	157	4	liu	liu	PROPN
ajst-30932	157	5	miaor	miaor	PROPN
ajst-30932	157	6	,	,	PUNCT
ajst-30932	157	7	shan	shan	PROPN
ajst-30932	157	8	weiguang	weiguang	PROPN
ajst-30932	157	9	,	,	PUNCT
ajst-30932	157	10	zhu	zhu	PROPN
ajst-30932	157	11	jianlu	jianlu	PROPN
ajst-30932	157	12	,	,	PUNCT
ajst-30932	157	13	et	et	PROPN
ajst-30932	157	14	al	al	PROPN
ajst-30932	157	15	.	.	PUNCT
ajst-30932	157	16	optimization	optimization	NOUN
ajst-30932	157	17	analysis	analysis	NOUN
ajst-30932	157	18	of	of	ADP
ajst-30932	157	19	operating	operate	VERB
ajst-30932	157	20	parameters	parameter	NOUN
ajst-30932	157	21	for	for	ADP
ajst-30932	157	22	mixed	mixed	ADJ
ajst-30932	157	23	refrigerant	refrigerant	ADJ
ajst-30932	157	24	natural	natural	ADJ
ajst-30932	157	25	gas	gas	NOUN
ajst-30932	157	26	liquefaction	liquefaction	NOUN
ajst-30932	157	27	unit	unit	NOUN
ajst-30932	157	28	based	base	VERB
ajst-30932	157	29	on	on	ADP
ajst-30932	157	30	ga	ga	PROPN
ajst-30932	157	31	-	-	PUNCT
ajst-30932	157	32	bp	bp	PROPN
ajst-30932	157	33	model	model	NOUN
ajst-30932	158	1	[	[	X
ajst-30932	158	2	j	j	X
ajst-30932	158	3	]	]	X
ajst-30932	158	4	.	.	PUNCT
ajst-30932	159	1	china	china	PROPN
ajst-30932	159	2	offshore	offshore	ADJ
ajst-30932	159	3	oil	oil	NOUN
ajst-30932	159	4	and	and	CCONJ
ajst-30932	159	5	gas	gas	NOUN
ajst-30932	159	6	,	,	PUNCT
ajst-30932	159	7	2023	2023	NUM
ajst-30932	159	8	,	,	PUNCT
ajst-30932	159	9	35(2	35(2	NUM
ajst-30932	159	10	):	):	PUNCT
ajst-30932	159	11	195	195	NUM
ajst-30932	159	12	-	-	PUNCT
ajst-30932	159	13	201	201	NUM
ajst-30932	159	14	.	.	PUNCT
ajst-30932	160	1	[	[	X
ajst-30932	160	2	16	16	NUM
ajst-30932	160	3	]	]	X
ajst-30932	160	4	hao	hao	PROPN
ajst-30932	160	5	baolin	baolin	PROPN
ajst-30932	160	6	,	,	PUNCT
ajst-30932	160	7	duan	duan	PROPN
ajst-30932	160	8	yi	yi	PROPN
ajst-30932	160	9	,	,	PUNCT
ajst-30932	160	10	sun	sun	PROPN
ajst-30932	160	11	xu	xu	PROPN
ajst-30932	160	12	,	,	PUNCT
ajst-30932	160	13	et	et	PROPN
ajst-30932	160	14	al	al	PROPN
ajst-30932	160	15	.	.	PUNCT
ajst-30932	160	16	energy	energy	NOUN
ajst-30932	160	17	consumption	consumption	NOUN
ajst-30932	160	18	analysis	analysis	NOUN
ajst-30932	160	19	and	and	CCONJ
ajst-30932	160	20	optimization	optimization	NOUN
ajst-30932	160	21	of	of	ADP
ajst-30932	160	22	light	light	ADJ
ajst-30932	160	23	hydrocarbons	hydrocarbon	NOUN
ajst-30932	160	24	recovery	recovery	NOUN
ajst-30932	160	25	process	process	NOUN
ajst-30932	160	26	based	base	VERB
ajst-30932	160	27	on	on	ADP
ajst-30932	160	28	whale	whale	NOUN
ajst-30932	160	29	optimization	optimization	NOUN
ajst-30932	160	30	algorithm	algorithm	NOUN
ajst-30932	160	31	[	[	X
ajst-30932	160	32	j	j	X
ajst-30932	160	33	]	]	X
ajst-30932	160	34	.	.	PUNCT
ajst-30932	161	1	oil	oil	NOUN
ajst-30932	161	2	and	and	CCONJ
ajst-30932	161	3	gas	gas	NOUN
ajst-30932	161	4	field	field	NOUN
ajst-30932	161	5	surface	surface	NOUN
ajst-30932	161	6	engineering	engineering	NOUN
ajst-30932	161	7	,	,	PUNCT
ajst-30932	161	8	2024	2024	NUM
ajst-30932	161	9	,	,	PUNCT
ajst-30932	161	10	43(08	43(08	NUM
ajst-30932	161	11	):	):	PUNCT
ajst-30932	161	12	9	9	NUM
ajst-30932	161	13	-	-	SYM
ajst-30932	161	14	15	15	NUM
ajst-30932	161	15	.	.	PUNCT
ajst-30932	162	1	[	[	X
ajst-30932	162	2	17	17	NUM
ajst-30932	162	3	]	]	X
ajst-30932	162	4	jiang	jiang	PROPN
ajst-30932	162	5	shunjie	shunjie	PROPN
ajst-30932	162	6	.	.	PUNCT
ajst-30932	163	1	energy	energy	NOUN
ajst-30932	163	2	-	-	PUNCT
ajst-30932	163	3	saving	save	VERB
ajst-30932	163	4	optimization	optimization	NOUN
ajst-30932	163	5	research	research	NOUN
ajst-30932	163	6	on	on	ADP
ajst-30932	163	7	light	light	ADJ
ajst-30932	163	8	hydrocarbons	hydrocarbon	NOUN
ajst-30932	163	9	recovery	recovery	NOUN
ajst-30932	163	10	process	process	NOUN
ajst-30932	163	11	based	base	VERB
ajst-30932	163	12	on	on	ADP
ajst-30932	163	13	genetic	genetic	ADJ
ajst-30932	163	14	algorithm	algorithm	NOUN
ajst-30932	164	1	[	[	X
ajst-30932	164	2	j	j	X
ajst-30932	164	3	]	]	X
ajst-30932	164	4	.	.	PUNCT
ajst-30932	165	1	petroleum	petroleum	NOUN
ajst-30932	165	2	and	and	CCONJ
ajst-30932	165	3	petrochemical	petrochemical	NOUN
ajst-30932	165	4	energy	energy	NOUN
ajst-30932	165	5	conservation	conservation	NOUN
ajst-30932	165	6	and	and	CCONJ
ajst-30932	165	7	measurement	measurement	NOUN
ajst-30932	165	8	,	,	PUNCT
ajst-30932	165	9	2023	2023	NUM
ajst-30932	165	10	,	,	PUNCT
ajst-30932	165	11	13(12	13(12	NUM
ajst-30932	165	12	):	):	PUNCT
ajst-30932	165	13	80	80	NUM
ajst-30932	165	14	-	-	SYM
ajst-30932	165	15	84	84	NUM
ajst-30932	165	16	.	.	PUNCT