id	sid	tid	token	lemma	pos
fcis-12121	1	1	frontiers	frontier	NOUN
fcis-12121	1	2	in	in	ADP
fcis-12121	1	3	computing	computing	NOUN
fcis-12121	1	4	and	and	CCONJ
fcis-12121	1	5	intelligent	intelligent	ADJ
fcis-12121	1	6	systems	system	NOUN
fcis-12121	1	7	issn	issn	VERB
fcis-12121	1	8	:	:	PUNCT
fcis-12121	1	9	2832	2832	NUM
fcis-12121	1	10	-	-	SYM
fcis-12121	1	11	6024	6024	NUM
fcis-12121	1	12	|	|	NOUN
fcis-12121	1	13	vol	vol	NOUN
fcis-12121	1	14	.	.	PROPN
fcis-12121	2	1	5	5	NUM
fcis-12121	2	2	,	,	PUNCT
fcis-12121	2	3	no	no	INTJ
fcis-12121	2	4	.	.	NOUN
fcis-12121	2	5	2	2	NUM
fcis-12121	2	6	,	,	PUNCT
fcis-12121	2	7	2023	2023	NUM
fcis-12121	2	8	1	1	NUM
fcis-12121	2	9	research	research	NOUN
fcis-12121	2	10	on	on	ADP
fcis-12121	2	11	production	production	NOUN
fcis-12121	2	12	prediction	prediction	NOUN
fcis-12121	2	13	and	and	CCONJ
fcis-12121	2	14	control	control	NOUN
fcis-12121	2	15	of	of	ADP
fcis-12121	2	16	mechanized	mechanized	ADJ
fcis-12121	2	17	production	production	NOUN
fcis-12121	2	18	wells	well	NOUN
fcis-12121	2	19	based	base	VERB
fcis-12121	2	20	on	on	ADP
fcis-12121	2	21	neural	neural	ADJ
fcis-12121	2	22	networks	network	NOUN
fcis-12121	2	23	tongzhuang	tongzhuang	PROPN
fcis-12121	2	24	li	li	PROPN
fcis-12121	2	25	,	,	PUNCT
fcis-12121	2	26	hongyu	hongyu	PROPN
fcis-12121	2	27	li	li	PROPN
fcis-12121	2	28	school	school	PROPN
fcis-12121	2	29	of	of	ADP
fcis-12121	2	30	electrical	electrical	ADJ
fcis-12121	2	31	engineering	engineering	NOUN
fcis-12121	2	32	and	and	CCONJ
fcis-12121	2	33	information	information	NOUN
fcis-12121	2	34	,	,	PUNCT
fcis-12121	2	35	northeast	northeast	ADJ
fcis-12121	2	36	petroleum	petroleum	NOUN
fcis-12121	2	37	university	university	NOUN
fcis-12121	2	38	,	,	PUNCT
fcis-12121	2	39	daqing	daqe	VERB
fcis-12121	2	40	163319	163319	NUM
fcis-12121	2	41	,	,	PUNCT
fcis-12121	2	42	china	china	PROPN
fcis-12121	2	43	abstract	abstract	NOUN
fcis-12121	2	44	:	:	PUNCT
fcis-12121	2	45	in	in	ADP
fcis-12121	2	46	order	order	NOUN
fcis-12121	2	47	to	to	PART
fcis-12121	2	48	improve	improve	VERB
fcis-12121	2	49	the	the	DET
fcis-12121	2	50	overall	overall	ADJ
fcis-12121	2	51	operational	operational	ADJ
fcis-12121	2	52	efficiency	efficiency	NOUN
fcis-12121	2	53	of	of	ADP
fcis-12121	2	54	the	the	DET
fcis-12121	2	55	mechanical	mechanical	ADJ
fcis-12121	2	56	production	production	NOUN
fcis-12121	2	57	well	well	NOUN
fcis-12121	2	58	group	group	NOUN
fcis-12121	2	59	,	,	PUNCT
fcis-12121	2	60	save	save	VERB
fcis-12121	2	61	production	production	NOUN
fcis-12121	2	62	costs	cost	NOUN
fcis-12121	2	63	,	,	PUNCT
fcis-12121	2	64	and	and	CCONJ
fcis-12121	2	65	accurately	accurately	ADV
fcis-12121	2	66	regulate	regulate	VERB
fcis-12121	2	67	the	the	DET
fcis-12121	2	68	liquid	liquid	ADJ
fcis-12121	2	69	production	production	NOUN
fcis-12121	2	70	of	of	ADP
fcis-12121	2	71	the	the	DET
fcis-12121	2	72	oil	oil	NOUN
fcis-12121	2	73	production	production	NOUN
fcis-12121	2	74	well	well	ADV
fcis-12121	2	75	in	in	ADP
fcis-12121	2	76	the	the	DET
fcis-12121	2	77	future	future	NOUN
fcis-12121	2	78	,	,	PUNCT
fcis-12121	2	79	this	this	DET
fcis-12121	2	80	paper	paper	NOUN
fcis-12121	2	81	proposes	propose	VERB
fcis-12121	2	82	a	a	DET
fcis-12121	2	83	neural	neural	ADJ
fcis-12121	2	84	networkbased	networkbase	VERB
fcis-12121	2	85	prediction	prediction	NOUN
fcis-12121	2	86	and	and	CCONJ
fcis-12121	2	87	control	control	NOUN
fcis-12121	2	88	model	model	NOUN
fcis-12121	2	89	for	for	ADP
fcis-12121	2	90	mechanical	mechanical	ADJ
fcis-12121	2	91	production	production	NOUN
fcis-12121	2	92	wells	well	NOUN
fcis-12121	2	93	.	.	PUNCT
fcis-12121	3	1	this	this	DET
fcis-12121	3	2	model	model	NOUN
fcis-12121	3	3	includes	include	VERB
fcis-12121	3	4	two	two	NUM
fcis-12121	3	5	parts	part	NOUN
fcis-12121	3	6	:	:	PUNCT
fcis-12121	3	7	prediction	prediction	NOUN
fcis-12121	3	8	and	and	CCONJ
fcis-12121	3	9	regulation	regulation	NOUN
fcis-12121	3	10	.	.	PUNCT
fcis-12121	4	1	firstly	firstly	ADV
fcis-12121	4	2	,	,	PUNCT
fcis-12121	4	3	based	base	VERB
fcis-12121	4	4	on	on	ADP
fcis-12121	4	5	lstm	lstm	PROPN
fcis-12121	4	6	neural	neural	ADJ
fcis-12121	4	7	network	network	NOUN
fcis-12121	4	8	,	,	PUNCT
fcis-12121	4	9	the	the	DET
fcis-12121	4	10	oil	oil	NOUN
fcis-12121	4	11	and	and	CCONJ
fcis-12121	4	12	liquid	liquid	ADJ
fcis-12121	4	13	production	production	NOUN
fcis-12121	4	14	of	of	ADP
fcis-12121	4	15	single	single	ADJ
fcis-12121	4	16	wells	well	NOUN
fcis-12121	4	17	and	and	CCONJ
fcis-12121	4	18	well	well	ADJ
fcis-12121	4	19	groups	group	NOUN
fcis-12121	4	20	are	be	AUX
fcis-12121	4	21	predicted	predict	VERB
fcis-12121	4	22	,	,	PUNCT
fcis-12121	4	23	and	and	CCONJ
fcis-12121	4	24	the	the	DET
fcis-12121	4	25	oil	oil	NOUN
fcis-12121	4	26	and	and	CCONJ
fcis-12121	4	27	liquid	liquid	ADJ
fcis-12121	4	28	production	production	NOUN
fcis-12121	4	29	trends	trend	NOUN
fcis-12121	4	30	of	of	ADP
fcis-12121	4	31	single	single	ADJ
fcis-12121	4	32	wells	well	NOUN
fcis-12121	4	33	are	be	AUX
fcis-12121	4	34	obtained	obtain	VERB
fcis-12121	4	35	;	;	PUNCT
fcis-12121	4	36	secondly	secondly	ADV
fcis-12121	4	37	,	,	PUNCT
fcis-12121	4	38	predict	predict	VERB
fcis-12121	4	39	the	the	DET
fcis-12121	4	40	water	water	NOUN
fcis-12121	4	41	content	content	NOUN
fcis-12121	4	42	within	within	ADP
fcis-12121	4	43	the	the	DET
fcis-12121	4	44	next	next	ADJ
fcis-12121	4	45	year	year	NOUN
fcis-12121	4	46	based	base	VERB
fcis-12121	4	47	on	on	ADP
fcis-12121	4	48	the	the	DET
fcis-12121	4	49	trend	trend	NOUN
fcis-12121	4	50	of	of	ADP
fcis-12121	4	51	oil	oil	NOUN
fcis-12121	4	52	and	and	CCONJ
fcis-12121	4	53	liquid	liquid	ADJ
fcis-12121	4	54	production	production	NOUN
fcis-12121	4	55	changes	change	NOUN
fcis-12121	4	56	,	,	PUNCT
fcis-12121	4	57	and	and	CCONJ
fcis-12121	4	58	quantitatively	quantitatively	ADV
fcis-12121	4	59	analyze	analyze	VERB
fcis-12121	4	60	the	the	DET
fcis-12121	4	61	controlled	control	VERB
fcis-12121	4	62	amount	amount	NOUN
fcis-12121	4	63	based	base	VERB
fcis-12121	4	64	on	on	ADP
fcis-12121	4	65	bp	bp	PROPN
fcis-12121	4	66	neural	neural	ADJ
fcis-12121	4	67	network	network	NOUN
fcis-12121	4	68	combined	combine	VERB
fcis-12121	4	69	with	with	ADP
fcis-12121	4	70	water	water	NOUN
fcis-12121	4	71	content	content	NOUN
fcis-12121	4	72	.	.	PUNCT
fcis-12121	5	1	taking	take	VERB
fcis-12121	5	2	a	a	DET
fcis-12121	5	3	certain	certain	ADJ
fcis-12121	5	4	well	well	NOUN
fcis-12121	5	5	group	group	NOUN
fcis-12121	5	6	in	in	ADP
fcis-12121	5	7	daqing	daqe	VERB
fcis-12121	5	8	oilfield	oilfield	NOUN
fcis-12121	5	9	as	as	ADP
fcis-12121	5	10	an	an	DET
fcis-12121	5	11	example	example	NOUN
fcis-12121	5	12	,	,	PUNCT
fcis-12121	5	13	simulation	simulation	NOUN
fcis-12121	5	14	and	and	CCONJ
fcis-12121	5	15	on	on	ADP
fcis-12121	5	16	-	-	PUNCT
fcis-12121	5	17	site	site	NOUN
fcis-12121	5	18	experiments	experiment	NOUN
fcis-12121	5	19	were	be	AUX
fcis-12121	5	20	conducted	conduct	VERB
fcis-12121	5	21	.	.	PUNCT
fcis-12121	6	1	while	while	SCONJ
fcis-12121	6	2	the	the	DET
fcis-12121	6	3	liquid	liquid	ADJ
fcis-12121	6	4	production	production	NOUN
fcis-12121	6	5	remained	remain	VERB
fcis-12121	6	6	basically	basically	ADV
fcis-12121	6	7	unchanged	unchanged	ADJ
fcis-12121	6	8	,	,	PUNCT
fcis-12121	6	9	the	the	DET
fcis-12121	6	10	oil	oil	NOUN
fcis-12121	6	11	production	production	NOUN
fcis-12121	6	12	increased	increase	VERB
fcis-12121	6	13	by	by	ADP
fcis-12121	6	14	5.7	5.7	NUM
fcis-12121	6	15	%	%	NOUN
fcis-12121	6	16	,	,	PUNCT
fcis-12121	6	17	and	and	CCONJ
fcis-12121	6	18	with	with	ADP
fcis-12121	6	19	the	the	DET
fcis-12121	6	20	same	same	ADJ
fcis-12121	6	21	oil	oil	NOUN
fcis-12121	6	22	production	production	NOUN
fcis-12121	6	23	,	,	PUNCT
fcis-12121	6	24	the	the	DET
fcis-12121	6	25	energy	energy	NOUN
fcis-12121	6	26	consumption	consumption	NOUN
fcis-12121	6	27	decreased	decrease	VERB
fcis-12121	6	28	by	by	ADP
fcis-12121	6	29	6.67	6.67	NUM
fcis-12121	6	30	%	%	NOUN
fcis-12121	6	31	.	.	PUNCT
fcis-12121	7	1	keywords	keyword	NOUN
fcis-12121	7	2	:	:	PUNCT
fcis-12121	7	3	production	production	NOUN
fcis-12121	7	4	forecast	forecast	NOUN
fcis-12121	7	5	;	;	PUNCT
fcis-12121	7	6	control	control	NOUN
fcis-12121	7	7	of	of	ADP
fcis-12121	7	8	mechanical	mechanical	ADJ
fcis-12121	7	9	mining	mining	NOUN
fcis-12121	7	10	wells	well	NOUN
fcis-12121	7	11	;	;	PUNCT
fcis-12121	7	12	lstm	lstm	PROPN
fcis-12121	7	13	;	;	PUNCT
fcis-12121	7	14	bp	bp	PROPN
fcis-12121	7	15	neural	neural	ADJ
fcis-12121	7	16	network	network	NOUN
fcis-12121	7	17	.	.	PUNCT
fcis-12121	8	1	1	1	X
fcis-12121	8	2	.	.	X
fcis-12121	8	3	introduction	introduction	NOUN
fcis-12121	8	4	the	the	DET
fcis-12121	8	5	system	system	NOUN
fcis-12121	8	6	efficiency	efficiency	NOUN
fcis-12121	8	7	of	of	ADP
fcis-12121	8	8	mechanically	mechanically	ADV
fcis-12121	8	9	produced	produce	VERB
fcis-12121	8	10	wells	well	NOUN
fcis-12121	8	11	reflects	reflect	VERB
fcis-12121	8	12	the	the	DET
fcis-12121	8	13	level	level	NOUN
fcis-12121	8	14	of	of	ADP
fcis-12121	8	15	energy	energy	NOUN
fcis-12121	8	16	conservation	conservation	NOUN
fcis-12121	8	17	and	and	CCONJ
fcis-12121	8	18	consumption	consumption	NOUN
fcis-12121	8	19	reduction	reduction	NOUN
fcis-12121	8	20	in	in	ADP
fcis-12121	8	21	the	the	DET
fcis-12121	8	22	oilfield	oilfield	NOUN
fcis-12121	8	23	production	production	NOUN
fcis-12121	8	24	process	process	NOUN
fcis-12121	8	25	,	,	PUNCT
fcis-12121	8	26	indirectly	indirectly	ADV
fcis-12121	8	27	reflecting	reflect	VERB
fcis-12121	8	28	the	the	DET
fcis-12121	8	29	technical	technical	ADJ
fcis-12121	8	30	and	and	CCONJ
fcis-12121	8	31	management	management	NOUN
fcis-12121	8	32	capabilities	capability	NOUN
fcis-12121	8	33	of	of	ADP
fcis-12121	8	34	an	an	DET
fcis-12121	8	35	oilfield	oilfield	NOUN
fcis-12121	8	36	enterprise	enterprise	NOUN
fcis-12121	8	37	,	,	PUNCT
fcis-12121	8	38	and	and	CCONJ
fcis-12121	8	39	is	be	AUX
fcis-12121	8	40	an	an	DET
fcis-12121	8	41	important	important	ADJ
fcis-12121	8	42	indicator	indicator	NOUN
fcis-12121	8	43	for	for	ADP
fcis-12121	8	44	evaluating	evaluate	VERB
fcis-12121	8	45	the	the	DET
fcis-12121	8	46	oilfield	oilfield	NOUN
fcis-12121	8	47	production	production	NOUN
fcis-12121	8	48	capacity	capacity	NOUN
fcis-12121	8	49	[	[	X
fcis-12121	8	50	1	1	NUM
fcis-12121	8	51	]	]	PUNCT
fcis-12121	8	52	.	.	PUNCT
fcis-12121	9	1	however	however	ADV
fcis-12121	9	2	,	,	PUNCT
fcis-12121	9	3	there	there	PRON
fcis-12121	9	4	are	be	VERB
fcis-12121	9	5	many	many	ADJ
fcis-12121	9	6	influencing	influence	VERB
fcis-12121	9	7	factors	factor	NOUN
fcis-12121	9	8	that	that	PRON
fcis-12121	9	9	can	can	AUX
fcis-12121	9	10	affect	affect	VERB
fcis-12121	9	11	the	the	DET
fcis-12121	9	12	operation	operation	NOUN
fcis-12121	9	13	of	of	ADP
fcis-12121	9	14	mechanized	mechanized	ADJ
fcis-12121	9	15	mining	mining	NOUN
fcis-12121	9	16	wells	well	NOUN
fcis-12121	9	17	,	,	PUNCT
fcis-12121	9	18	and	and	CCONJ
fcis-12121	9	19	the	the	DET
fcis-12121	9	20	relationships	relationship	NOUN
fcis-12121	9	21	between	between	ADP
fcis-12121	9	22	them	they	PRON
fcis-12121	9	23	are	be	AUX
fcis-12121	9	24	complex	complex	ADJ
fcis-12121	9	25	and	and	CCONJ
fcis-12121	9	26	often	often	ADV
fcis-12121	9	27	can	can	AUX
fcis-12121	9	28	not	not	PART
fcis-12121	9	29	be	be	AUX
fcis-12121	9	30	described	describe	VERB
fcis-12121	9	31	by	by	ADP
fcis-12121	9	32	a	a	DET
fcis-12121	9	33	specific	specific	ADJ
fcis-12121	9	34	formula	formula	NOUN
fcis-12121	9	35	.	.	PUNCT
fcis-12121	10	1	currently	currently	ADV
fcis-12121	10	2	,	,	PUNCT
fcis-12121	10	3	some	some	DET
fcis-12121	10	4	scholars	scholar	NOUN
fcis-12121	10	5	have	have	AUX
fcis-12121	10	6	applied	apply	VERB
fcis-12121	10	7	machine	machine	NOUN
fcis-12121	10	8	learning	learn	VERB
fcis-12121	10	9	algorithms	algorithm	NOUN
fcis-12121	10	10	to	to	PART
fcis-12121	10	11	oilfield	oilfield	NOUN
fcis-12121	10	12	production	production	NOUN
fcis-12121	10	13	prediction	prediction	NOUN
fcis-12121	10	14	,	,	PUNCT
fcis-12121	10	15	and	and	CCONJ
fcis-12121	10	16	neural	neural	ADJ
fcis-12121	10	17	network	network	NOUN
fcis-12121	10	18	algorithms	algorithm	NOUN
fcis-12121	10	19	have	have	AUX
fcis-12121	10	20	been	be	AUX
fcis-12121	10	21	widely	widely	ADV
fcis-12121	10	22	used	use	VERB
fcis-12121	10	23	in	in	ADP
fcis-12121	10	24	prediction	prediction	NOUN
fcis-12121	10	25	problems	problem	NOUN
fcis-12121	10	26	such	such	ADJ
fcis-12121	10	27	as	as	ADP
fcis-12121	10	28	drilling	drilling	NOUN
fcis-12121	10	29	rate	rate	NOUN
fcis-12121	10	30	prediction	prediction	NOUN
fcis-12121	10	31	,	,	PUNCT
fcis-12121	10	32	production	production	NOUN
fcis-12121	10	33	prediction	prediction	NOUN
fcis-12121	10	34	,	,	PUNCT
fcis-12121	10	35	and	and	CCONJ
fcis-12121	10	36	reservoir	reservoir	NOUN
fcis-12121	10	37	prediction	prediction	NOUN
fcis-12121	11	1	[	[	X
fcis-12121	11	2	2	2	NUM
fcis-12121	11	3	]	]	PUNCT
fcis-12121	11	4	.	.	PUNCT
fcis-12121	12	1	among	among	ADP
fcis-12121	12	2	them	they	PRON
fcis-12121	12	3	,	,	PUNCT
fcis-12121	12	4	yield	yield	NOUN
fcis-12121	12	5	prediction	prediction	NOUN
fcis-12121	12	6	can	can	AUX
fcis-12121	12	7	provide	provide	VERB
fcis-12121	12	8	reference	reference	NOUN
fcis-12121	12	9	for	for	ADP
fcis-12121	12	10	future	future	ADJ
fcis-12121	12	11	production	production	NOUN
fcis-12121	12	12	capacity	capacity	NOUN
fcis-12121	12	13	plans	plan	NOUN
fcis-12121	12	14	and	and	CCONJ
fcis-12121	12	15	is	be	AUX
fcis-12121	12	16	of	of	ADP
fcis-12121	12	17	great	great	ADJ
fcis-12121	12	18	significance	significance	NOUN
fcis-12121	12	19	.	.	PUNCT
fcis-12121	13	1	production	production	NOUN
fcis-12121	13	2	capacity	capacity	NOUN
fcis-12121	13	3	prediction	prediction	NOUN
fcis-12121	13	4	field	field	NOUN
fcis-12121	13	5	,	,	PUNCT
fcis-12121	13	6	literature	literature	NOUN
fcis-12121	14	1	[	[	X
fcis-12121	14	2	3	3	NUM
fcis-12121	14	3	]	]	PUNCT
fcis-12121	14	4	comparing	compare	VERB
fcis-12121	14	5	the	the	DET
fcis-12121	14	6	improved	improved	ADJ
fcis-12121	14	7	bp	bp	PROPN
fcis-12121	14	8	neural	neural	ADJ
fcis-12121	14	9	network	network	NOUN
fcis-12121	14	10	model	model	NOUN
fcis-12121	14	11	with	with	ADP
fcis-12121	14	12	the	the	DET
fcis-12121	14	13	weng	weng	PROPN
fcis-12121	14	14	cycle	cycle	NOUN
fcis-12121	14	15	model	model	NOUN
fcis-12121	14	16	,	,	PUNCT
fcis-12121	14	17	the	the	DET
fcis-12121	14	18	superiority	superiority	NOUN
fcis-12121	14	19	of	of	ADP
fcis-12121	14	20	the	the	DET
fcis-12121	14	21	bp	bp	PROPN
fcis-12121	14	22	neural	neural	PROPN
fcis-12121	14	23	network	network	NOUN
fcis-12121	14	24	prediction	prediction	NOUN
fcis-12121	14	25	model	model	NOUN
fcis-12121	14	26	was	be	AUX
fcis-12121	14	27	verified	verify	VERB
fcis-12121	14	28	based	base	VERB
fcis-12121	14	29	on	on	ADP
fcis-12121	14	30	the	the	DET
fcis-12121	14	31	annual	annual	ADJ
fcis-12121	14	32	production	production	NOUN
fcis-12121	14	33	data	datum	NOUN
fcis-12121	14	34	of	of	ADP
fcis-12121	14	35	the	the	DET
fcis-12121	14	36	romashkino	romashkino	NOUN
fcis-12121	14	37	field	field	NOUN
fcis-12121	14	38	;	;	PUNCT
fcis-12121	14	39	literature	literature	NOUN
fcis-12121	14	40	[	[	X
fcis-12121	14	41	4	4	X
fcis-12121	14	42	]	]	PUNCT
fcis-12121	14	43	a	a	DET
fcis-12121	14	44	genetic	genetic	ADJ
fcis-12121	14	45	algorithm	algorithm	NOUN
fcis-12121	14	46	based	base	VERB
fcis-12121	14	47	gated	gate	VERB
fcis-12121	14	48	gru	gru	NOUN
fcis-12121	14	49	network	network	NOUN
fcis-12121	14	50	model	model	NOUN
fcis-12121	14	51	is	be	AUX
fcis-12121	14	52	proposed	propose	VERB
fcis-12121	14	53	to	to	PART
fcis-12121	14	54	address	address	VERB
fcis-12121	14	55	the	the	DET
fcis-12121	14	56	problem	problem	NOUN
fcis-12121	14	57	of	of	ADP
fcis-12121	14	58	slow	slow	ADJ
fcis-12121	14	59	convergence	convergence	NOUN
fcis-12121	14	60	speed	speed	NOUN
fcis-12121	14	61	and	and	CCONJ
fcis-12121	14	62	easy	easy	ADJ
fcis-12121	14	63	falling	fall	VERB
fcis-12121	14	64	into	into	ADP
fcis-12121	14	65	local	local	ADJ
fcis-12121	14	66	optima	optima	NOUN
fcis-12121	14	67	in	in	ADP
fcis-12121	14	68	bp	bp	PROPN
fcis-12121	14	69	neural	neural	ADJ
fcis-12121	14	70	networks	network	NOUN
fcis-12121	14	71	.	.	PUNCT
fcis-12121	15	1	the	the	DET
fcis-12121	15	2	model	model	NOUN
fcis-12121	15	3	has	have	VERB
fcis-12121	15	4	fast	fast	ADJ
fcis-12121	15	5	convergence	convergence	NOUN
fcis-12121	15	6	speed	speed	NOUN
fcis-12121	15	7	and	and	CCONJ
fcis-12121	15	8	high	high	ADJ
fcis-12121	15	9	prediction	prediction	NOUN
fcis-12121	15	10	accuracy	accuracy	NOUN
fcis-12121	15	11	;	;	PUNCT
fcis-12121	15	12	literature	literature	NOUN
fcis-12121	15	13	[	[	X
fcis-12121	15	14	5	5	NUM
fcis-12121	15	15	]	]	PUNCT
fcis-12121	15	16	a	a	DET
fcis-12121	15	17	novel	novel	ADJ
fcis-12121	15	18	yield	yield	NOUN
fcis-12121	15	19	prediction	prediction	NOUN
fcis-12121	15	20	model	model	NOUN
fcis-12121	15	21	is	be	AUX
fcis-12121	15	22	proposed	propose	VERB
fcis-12121	15	23	by	by	ADP
fcis-12121	15	24	combining	combine	VERB
fcis-12121	15	25	convolutional	convolutional	ADJ
fcis-12121	15	26	neural	neural	ADJ
fcis-12121	15	27	networks	network	NOUN
fcis-12121	15	28	with	with	ADP
fcis-12121	15	29	long	long	ADJ
fcis-12121	15	30	and	and	CCONJ
fcis-12121	15	31	short	short	ADJ
fcis-12121	15	32	-	-	PUNCT
fcis-12121	15	33	term	term	NOUN
fcis-12121	15	34	memory	memory	NOUN
fcis-12121	15	35	neural	neural	ADJ
fcis-12121	15	36	networks	network	NOUN
fcis-12121	15	37	through	through	ADP
fcis-12121	15	38	indicator	indicator	NOUN
fcis-12121	15	39	diagrams	diagram	NOUN
fcis-12121	15	40	;	;	PUNCT
fcis-12121	15	41	literature	literature	NOUN
fcis-12121	15	42	[	[	X
fcis-12121	15	43	6	6	NUM
fcis-12121	15	44	]	]	PUNCT
fcis-12121	15	45	based	base	VERB
fcis-12121	15	46	on	on	ADP
fcis-12121	15	47	long	long	ADJ
fcis-12121	15	48	and	and	CCONJ
fcis-12121	15	49	short	short	ADJ
fcis-12121	15	50	-	-	PUNCT
fcis-12121	15	51	term	term	NOUN
fcis-12121	15	52	memory	memory	NOUN
fcis-12121	15	53	neural	neural	ADJ
fcis-12121	15	54	networks	network	NOUN
fcis-12121	15	55	,	,	PUNCT
fcis-12121	15	56	a	a	DET
fcis-12121	15	57	data	data	NOUN
fcis-12121	15	58	-	-	PUNCT
fcis-12121	15	59	driven	drive	VERB
fcis-12121	15	60	oil	oil	NOUN
fcis-12121	15	61	reservoir	reservoir	NOUN
fcis-12121	15	62	production	production	NOUN
fcis-12121	15	63	prediction	prediction	NOUN
fcis-12121	15	64	model	model	NOUN
fcis-12121	15	65	is	be	AUX
fcis-12121	15	66	established	establish	VERB
fcis-12121	15	67	,	,	PUNCT
fcis-12121	15	68	which	which	PRON
fcis-12121	15	69	continuously	continuously	ADV
fcis-12121	15	70	predicts	predict	VERB
fcis-12121	15	71	the	the	DET
fcis-12121	15	72	trend	trend	NOUN
fcis-12121	15	73	of	of	ADP
fcis-12121	15	74	oil	oil	NOUN
fcis-12121	15	75	field	field	NOUN
fcis-12121	15	76	production	production	NOUN
fcis-12121	15	77	changes	change	NOUN
fcis-12121	15	78	and	and	CCONJ
fcis-12121	15	79	better	well	ADJ
fcis-12121	15	80	meets	meet	VERB
fcis-12121	15	81	the	the	DET
fcis-12121	15	82	actual	actual	ADJ
fcis-12121	15	83	needs	need	NOUN
fcis-12121	15	84	of	of	ADP
fcis-12121	15	85	the	the	DET
fcis-12121	15	86	mining	mining	NOUN
fcis-12121	15	87	field	field	NOUN
fcis-12121	15	88	,	,	PUNCT
fcis-12121	15	89	providing	provide	VERB
fcis-12121	15	90	important	important	ADJ
fcis-12121	15	91	data	datum	NOUN
fcis-12121	15	92	support	support	NOUN
fcis-12121	15	93	for	for	ADP
fcis-12121	15	94	oil	oil	NOUN
fcis-12121	15	95	reservoir	reservoir	NOUN
fcis-12121	15	96	development	development	NOUN
fcis-12121	15	97	.	.	PUNCT
fcis-12121	16	1	in	in	ADP
fcis-12121	16	2	terms	term	NOUN
fcis-12121	16	3	of	of	ADP
fcis-12121	16	4	liquid	liquid	ADJ
fcis-12121	16	5	production	production	NOUN
fcis-12121	16	6	regulation	regulation	NOUN
fcis-12121	16	7	,	,	PUNCT
fcis-12121	16	8	literature	literature	NOUN
fcis-12121	16	9	[	[	X
fcis-12121	16	10	7	7	NUM
fcis-12121	16	11	]	]	PUNCT
fcis-12121	16	12	based	base	VERB
fcis-12121	16	13	on	on	ADP
fcis-12121	16	14	numerical	numerical	PROPN
fcis-12121	16	15	simulation	simulation	PROPN
fcis-12121	16	16	research	research	NOUN
fcis-12121	16	17	and	and	CCONJ
fcis-12121	16	18	taking	take	VERB
fcis-12121	16	19	into	into	ADP
fcis-12121	16	20	account	account	NOUN
fcis-12121	16	21	factors	factor	NOUN
fcis-12121	16	22	such	such	ADJ
fcis-12121	16	23	as	as	ADP
fcis-12121	16	24	reservoir	reservoir	NOUN
fcis-12121	16	25	thickness	thickness	NOUN
fcis-12121	16	26	,	,	PUNCT
fcis-12121	16	27	water	water	NOUN
fcis-12121	16	28	injection	injection	NOUN
fcis-12121	16	29	volume	volume	NOUN
fcis-12121	16	30	,	,	PUNCT
fcis-12121	16	31	channel	channel	NOUN
fcis-12121	16	32	width	width	NOUN
fcis-12121	16	33	,	,	PUNCT
fcis-12121	16	34	and	and	CCONJ
fcis-12121	16	35	injection	injection	NOUN
fcis-12121	16	36	production	production	NOUN
fcis-12121	16	37	well	well	ADV
fcis-12121	16	38	spacing	spacing	NOUN
fcis-12121	16	39	,	,	PUNCT
fcis-12121	16	40	a	a	DET
fcis-12121	16	41	planar	planar	ADJ
fcis-12121	16	42	equilibrium	equilibrium	NOUN
fcis-12121	16	43	displacement	displacement	NOUN
fcis-12121	16	44	adjustment	adjustment	NOUN
fcis-12121	16	45	model	model	NOUN
fcis-12121	16	46	is	be	AUX
fcis-12121	16	47	constructed	construct	VERB
fcis-12121	16	48	.	.	PUNCT
fcis-12121	17	1	field	field	NOUN
fcis-12121	17	2	experiments	experiment	NOUN
fcis-12121	17	3	have	have	AUX
fcis-12121	17	4	shown	show	VERB
fcis-12121	17	5	that	that	SCONJ
fcis-12121	17	6	optimizing	optimize	VERB
fcis-12121	17	7	the	the	DET
fcis-12121	17	8	liquid	liquid	ADJ
fcis-12121	17	9	production	production	NOUN
fcis-12121	17	10	rate	rate	NOUN
fcis-12121	17	11	of	of	ADP
fcis-12121	17	12	production	production	NOUN
fcis-12121	17	13	wells	well	NOUN
fcis-12121	17	14	based	base	VERB
fcis-12121	17	15	on	on	ADP
fcis-12121	17	16	this	this	DET
fcis-12121	17	17	model	model	NOUN
fcis-12121	17	18	can	can	AUX
fcis-12121	17	19	increase	increase	VERB
fcis-12121	17	20	the	the	DET
fcis-12121	17	21	recovery	recovery	NOUN
fcis-12121	17	22	rate	rate	NOUN
fcis-12121	17	23	of	of	ADP
fcis-12121	17	24	well	well	ADJ
fcis-12121	17	25	groups	group	NOUN
fcis-12121	17	26	by	by	ADP
fcis-12121	17	27	1.5	1.5	NUM
fcis-12121	17	28	%	%	NOUN
fcis-12121	17	29	,	,	PUNCT
fcis-12121	17	30	which	which	PRON
fcis-12121	17	31	is	be	AUX
fcis-12121	17	32	of	of	ADP
fcis-12121	17	33	great	great	ADJ
fcis-12121	17	34	significance	significance	NOUN
fcis-12121	17	35	for	for	ADP
fcis-12121	17	36	reservoir	reservoir	NOUN
fcis-12121	17	37	development	development	NOUN
fcis-12121	17	38	;	;	PUNCT
fcis-12121	17	39	literature	literature	NOUN
fcis-12121	17	40	[	[	X
fcis-12121	17	41	8	8	NUM
fcis-12121	17	42	]	]	PUNCT
fcis-12121	17	43	we	we	PRON
fcis-12121	17	44	have	have	AUX
fcis-12121	17	45	developed	develop	VERB
fcis-12121	17	46	a	a	DET
fcis-12121	17	47	liquid	liquid	ADJ
fcis-12121	17	48	production	production	NOUN
fcis-12121	17	49	control	control	NOUN
fcis-12121	17	50	technology	technology	NOUN
fcis-12121	17	51	for	for	ADP
fcis-12121	17	52	oil	oil	NOUN
fcis-12121	17	53	production	production	NOUN
fcis-12121	17	54	wells	well	NOUN
fcis-12121	17	55	based	base	VERB
fcis-12121	17	56	on	on	ADP
fcis-12121	17	57	layered	layered	ADJ
fcis-12121	17	58	oil	oil	NOUN
fcis-12121	17	59	recovery	recovery	NOUN
fcis-12121	17	60	,	,	PUNCT
fcis-12121	17	61	which	which	PRON
fcis-12121	17	62	achieves	achieve	VERB
fcis-12121	17	63	layered	layered	ADJ
fcis-12121	17	64	liquid	liquid	ADJ
fcis-12121	17	65	production	production	NOUN
fcis-12121	17	66	control	control	NOUN
fcis-12121	17	67	by	by	ADP
fcis-12121	17	68	adjusting	adjust	VERB
fcis-12121	17	69	the	the	DET
fcis-12121	17	70	opening	opening	NOUN
fcis-12121	17	71	of	of	ADP
fcis-12121	17	72	production	production	NOUN
fcis-12121	17	73	valves	valve	NOUN
fcis-12121	17	74	at	at	ADP
fcis-12121	17	75	all	all	DET
fcis-12121	17	76	levels	level	NOUN
fcis-12121	17	77	.	.	PUNCT
fcis-12121	18	1	we	we	PRON
fcis-12121	18	2	have	have	AUX
fcis-12121	18	3	conducted	conduct	VERB
fcis-12121	18	4	experiments	experiment	NOUN
fcis-12121	18	5	on	on	ADP
fcis-12121	18	6	43	43	NUM
fcis-12121	18	7	wells	well	NOUN
fcis-12121	18	8	to	to	PART
fcis-12121	18	9	improve	improve	VERB
fcis-12121	18	10	the	the	DET
fcis-12121	18	11	water	water	NOUN
fcis-12121	18	12	drive	drive	NOUN
fcis-12121	18	13	recovery	recovery	NOUN
fcis-12121	18	14	rate	rate	NOUN
fcis-12121	18	15	of	of	ADP
fcis-12121	18	16	daqing	daqe	VERB
fcis-12121	18	17	oilfield	oilfield	NOUN
fcis-12121	18	18	.	.	PUNCT
fcis-12121	19	1	in	in	ADP
fcis-12121	19	2	order	order	NOUN
fcis-12121	19	3	to	to	PART
fcis-12121	19	4	improve	improve	VERB
fcis-12121	19	5	oil	oil	NOUN
fcis-12121	19	6	field	field	NOUN
fcis-12121	19	7	recovery	recovery	NOUN
fcis-12121	19	8	efficiency	efficiency	NOUN
fcis-12121	19	9	,	,	PUNCT
fcis-12121	19	10	liquid	liquid	ADJ
fcis-12121	19	11	production	production	NOUN
fcis-12121	19	12	control	control	NOUN
fcis-12121	19	13	technologies	technology	NOUN
fcis-12121	19	14	have	have	AUX
fcis-12121	19	15	emerged	emerge	VERB
fcis-12121	19	16	endlessly	endlessly	ADV
fcis-12121	19	17	,	,	PUNCT
fcis-12121	19	18	but	but	CCONJ
fcis-12121	19	19	many	many	ADJ
fcis-12121	19	20	mathematicians	mathematician	NOUN
fcis-12121	19	21	only	only	ADV
fcis-12121	19	22	consider	consider	VERB
fcis-12121	19	23	the	the	DET
fcis-12121	19	24	coordination	coordination	NOUN
fcis-12121	19	25	of	of	ADP
fcis-12121	19	26	oil	oil	NOUN
fcis-12121	19	27	wells	well	NOUN
fcis-12121	19	28	connecting	connect	VERB
fcis-12121	19	29	to	to	ADP
fcis-12121	19	30	water	water	NOUN
fcis-12121	19	31	wells	well	NOUN
fcis-12121	19	32	within	within	ADP
fcis-12121	19	33	the	the	DET
fcis-12121	19	34	well	well	ADJ
fcis-12121	19	35	group	group	NOUN
fcis-12121	19	36	,	,	PUNCT
fcis-12121	19	37	and	and	CCONJ
fcis-12121	19	38	rarely	rarely	ADV
fcis-12121	19	39	consider	consider	VERB
fcis-12121	19	40	the	the	DET
fcis-12121	19	41	coordination	coordination	NOUN
fcis-12121	19	42	between	between	ADP
fcis-12121	19	43	various	various	ADJ
fcis-12121	19	44	well	well	ADJ
fcis-12121	19	45	groups	group	NOUN
fcis-12121	19	46	within	within	ADP
fcis-12121	19	47	the	the	DET
fcis-12121	19	48	block	block	NOUN
fcis-12121	19	49	.	.	PUNCT
fcis-12121	20	1	there	there	PRON
fcis-12121	20	2	is	be	VERB
fcis-12121	20	3	a	a	DET
fcis-12121	20	4	gap	gap	NOUN
fcis-12121	20	5	in	in	ADP
fcis-12121	20	6	the	the	DET
fcis-12121	20	7	research	research	NOUN
fcis-12121	20	8	on	on	ADP
fcis-12121	20	9	well	well	PROPN
fcis-12121	20	10	group	group	NOUN
fcis-12121	20	11	coordination	coordination	NOUN
fcis-12121	20	12	in	in	ADP
fcis-12121	20	13	china	china	PROPN
fcis-12121	20	14	.	.	PUNCT
fcis-12121	21	1	based	base	VERB
fcis-12121	21	2	on	on	ADP
fcis-12121	21	3	the	the	DET
fcis-12121	21	4	above	above	ADJ
fcis-12121	21	5	content	content	NOUN
fcis-12121	21	6	,	,	PUNCT
fcis-12121	21	7	in	in	ADP
fcis-12121	21	8	order	order	NOUN
fcis-12121	21	9	to	to	PART
fcis-12121	21	10	further	far	ADV
fcis-12121	21	11	improve	improve	VERB
fcis-12121	21	12	the	the	DET
fcis-12121	21	13	overall	overall	ADJ
fcis-12121	21	14	operational	operational	ADJ
fcis-12121	21	15	efficiency	efficiency	NOUN
fcis-12121	21	16	of	of	ADP
fcis-12121	21	17	mechanical	mechanical	ADJ
fcis-12121	21	18	production	production	NOUN
fcis-12121	21	19	well	well	NOUN
fcis-12121	21	20	blocks	block	NOUN
fcis-12121	21	21	,	,	PUNCT
fcis-12121	21	22	this	this	DET
fcis-12121	21	23	article	article	NOUN
fcis-12121	21	24	proposes	propose	VERB
fcis-12121	21	25	a	a	DET
fcis-12121	21	26	neural	neural	ADJ
fcis-12121	21	27	network	network	NOUN
fcis-12121	21	28	-	-	PUNCT
fcis-12121	21	29	based	base	VERB
fcis-12121	21	30	prediction	prediction	NOUN
fcis-12121	21	31	and	and	CCONJ
fcis-12121	21	32	control	control	NOUN
fcis-12121	21	33	model	model	NOUN
fcis-12121	21	34	for	for	ADP
fcis-12121	21	35	mechanical	mechanical	ADJ
fcis-12121	21	36	production	production	NOUN
fcis-12121	21	37	wells	well	NOUN
fcis-12121	21	38	.	.	PUNCT
fcis-12121	22	1	it	it	PRON
fcis-12121	22	2	combines	combine	VERB
fcis-12121	22	3	two	two	NUM
fcis-12121	22	4	technologies	technology	NOUN
fcis-12121	22	5	of	of	ADP
fcis-12121	22	6	liquid	liquid	ADJ
fcis-12121	22	7	production	production	NOUN
fcis-12121	22	8	prediction	prediction	NOUN
fcis-12121	22	9	and	and	CCONJ
fcis-12121	22	10	liquid	liquid	ADJ
fcis-12121	22	11	production	production	NOUN
fcis-12121	22	12	control	control	NOUN
fcis-12121	22	13	,	,	PUNCT
fcis-12121	22	14	and	and	CCONJ
fcis-12121	22	15	takes	take	VERB
fcis-12121	22	16	the	the	DET
fcis-12121	22	17	block	block	NOUN
fcis-12121	22	18	as	as	ADP
fcis-12121	22	19	a	a	DET
fcis-12121	22	20	whole	whole	NOUN
fcis-12121	22	21	for	for	ADP
fcis-12121	22	22	liquid	liquid	ADJ
fcis-12121	22	23	production	production	NOUN
fcis-12121	22	24	control	control	NOUN
fcis-12121	22	25	,	,	PUNCT
fcis-12121	22	26	accurately	accurately	ADV
fcis-12121	22	27	controlling	control	VERB
fcis-12121	22	28	the	the	DET
fcis-12121	22	29	liquid	liquid	ADJ
fcis-12121	22	30	production	production	NOUN
fcis-12121	22	31	volume	volume	NOUN
fcis-12121	22	32	of	of	ADP
fcis-12121	22	33	the	the	DET
fcis-12121	22	34	oil	oil	NOUN
fcis-12121	22	35	production	production	NOUN
fcis-12121	22	36	well	well	ADV
fcis-12121	22	37	in	in	ADP
fcis-12121	22	38	the	the	DET
fcis-12121	22	39	near	near	ADJ
fcis-12121	22	40	future	future	NOUN
fcis-12121	22	41	.	.	PUNCT
fcis-12121	23	1	based	base	VERB
fcis-12121	23	2	on	on	ADP
fcis-12121	23	3	lstm	lstm	PROPN
fcis-12121	23	4	neural	neural	ADJ
fcis-12121	23	5	network	network	NOUN
fcis-12121	23	6	,	,	PUNCT
fcis-12121	23	7	predict	predict	VERB
fcis-12121	23	8	the	the	DET
fcis-12121	23	9	oil	oil	NOUN
fcis-12121	23	10	and	and	CCONJ
fcis-12121	23	11	liquid	liquid	ADJ
fcis-12121	23	12	production	production	NOUN
fcis-12121	23	13	of	of	ADP
fcis-12121	23	14	single	single	ADJ
fcis-12121	23	15	wells	well	NOUN
fcis-12121	23	16	and	and	CCONJ
fcis-12121	23	17	well	well	ADJ
fcis-12121	23	18	groups	group	NOUN
fcis-12121	23	19	,	,	PUNCT
fcis-12121	23	20	obtain	obtain	VERB
fcis-12121	23	21	the	the	DET
fcis-12121	23	22	trend	trend	NOUN
fcis-12121	23	23	of	of	ADP
fcis-12121	23	24	oil	oil	NOUN
fcis-12121	23	25	and	and	CCONJ
fcis-12121	23	26	liquid	liquid	ADJ
fcis-12121	23	27	production	production	NOUN
fcis-12121	23	28	of	of	ADP
fcis-12121	23	29	single	single	ADJ
fcis-12121	23	30	wells	well	NOUN
fcis-12121	23	31	,	,	PUNCT
fcis-12121	23	32	and	and	CCONJ
fcis-12121	23	33	then	then	ADV
fcis-12121	23	34	predict	predict	VERB
fcis-12121	23	35	the	the	DET
fcis-12121	23	36	water	water	NOUN
fcis-12121	23	37	content	content	NOUN
fcis-12121	23	38	in	in	ADP
fcis-12121	23	39	the	the	DET
fcis-12121	23	40	next	next	ADJ
fcis-12121	23	41	year	year	NOUN
fcis-12121	23	42	based	base	VERB
fcis-12121	23	43	on	on	ADP
fcis-12121	23	44	the	the	DET
fcis-12121	23	45	trend	trend	NOUN
fcis-12121	23	46	of	of	ADP
fcis-12121	23	47	oil	oil	NOUN
fcis-12121	23	48	production	production	NOUN
fcis-12121	23	49	industry	industry	NOUN
fcis-12121	23	50	changes	change	NOUN
fcis-12121	23	51	.	.	PUNCT
fcis-12121	24	1	based	base	VERB
fcis-12121	24	2	on	on	ADP
fcis-12121	24	3	bp	bp	PROPN
fcis-12121	24	4	neural	neural	ADJ
fcis-12121	24	5	network	network	NOUN
fcis-12121	24	6	combined	combine	VERB
fcis-12121	24	7	with	with	ADP
fcis-12121	24	8	water	water	NOUN
fcis-12121	24	9	content	content	NOUN
fcis-12121	24	10	,	,	PUNCT
fcis-12121	24	11	conduct	conduct	VERB
fcis-12121	24	12	quantitative	quantitative	ADJ
fcis-12121	24	13	analysis	analysis	NOUN
fcis-12121	24	14	on	on	ADP
fcis-12121	24	15	the	the	DET
fcis-12121	24	16	controlled	control	VERB
fcis-12121	24	17	amount	amount	NOUN
fcis-12121	24	18	.	.	PUNCT
fcis-12121	25	1	a	a	DET
fcis-12121	25	2	field	field	NOUN
fcis-12121	25	3	experiment	experiment	NOUN
fcis-12121	25	4	was	be	AUX
fcis-12121	25	5	conducted	conduct	VERB
fcis-12121	25	6	in	in	ADP
fcis-12121	25	7	a	a	DET
fcis-12121	25	8	certain	certain	ADJ
fcis-12121	25	9	well	well	NOUN
fcis-12121	25	10	group	group	NOUN
fcis-12121	25	11	in	in	ADP
fcis-12121	25	12	daqing	daqe	VERB
fcis-12121	25	13	oilfield	oilfield	NOUN
fcis-12121	25	14	.	.	PUNCT
fcis-12121	26	1	after	after	ADP
fcis-12121	26	2	ten	ten	NUM
fcis-12121	26	3	days	day	NOUN
fcis-12121	26	4	of	of	ADP
fcis-12121	26	5	testing	testing	NOUN
fcis-12121	26	6	,	,	PUNCT
fcis-12121	26	7	the	the	DET
fcis-12121	26	8	oil	oil	NOUN
fcis-12121	26	9	production	production	NOUN
fcis-12121	26	10	increased	increase	VERB
fcis-12121	26	11	by	by	ADP
fcis-12121	26	12	5.7	5.7	NUM
fcis-12121	26	13	%	%	NOUN
fcis-12121	26	14	while	while	SCONJ
fcis-12121	26	15	2	2	NUM
fcis-12121	26	16	the	the	DET
fcis-12121	26	17	liquid	liquid	ADJ
fcis-12121	26	18	production	production	NOUN
fcis-12121	26	19	remained	remain	VERB
fcis-12121	26	20	basically	basically	ADV
fcis-12121	26	21	unchanged	unchanged	ADJ
fcis-12121	26	22	.	.	PUNCT
fcis-12121	27	1	with	with	ADP
fcis-12121	27	2	the	the	DET
fcis-12121	27	3	same	same	ADJ
fcis-12121	27	4	oil	oil	NOUN
fcis-12121	27	5	production	production	NOUN
fcis-12121	27	6	,	,	PUNCT
fcis-12121	27	7	the	the	DET
fcis-12121	27	8	energy	energy	NOUN
fcis-12121	27	9	consumption	consumption	NOUN
fcis-12121	27	10	decreased	decrease	VERB
fcis-12121	27	11	by	by	ADP
fcis-12121	27	12	6.67	6.67	NUM
fcis-12121	27	13	%	%	NOUN
fcis-12121	27	14	.	.	PUNCT
fcis-12121	28	1	2	2	X
fcis-12121	28	2	.	.	X
fcis-12121	28	3	production	production	NOUN
fcis-12121	28	4	forecast	forecast	NOUN
fcis-12121	28	5	2.1	2.1	NUM
fcis-12121	28	6	.	.	PUNCT
fcis-12121	29	1	lstm	lstm	ADJ
fcis-12121	29	2	neural	neural	ADJ
fcis-12121	29	3	network	network	NOUN
fcis-12121	29	4	the	the	DET
fcis-12121	29	5	structure	structure	NOUN
fcis-12121	29	6	of	of	ADP
fcis-12121	29	7	lstm	lstm	PROPN
fcis-12121	29	8	neural	neural	ADJ
fcis-12121	29	9	networks	network	NOUN
fcis-12121	29	10	is	be	AUX
fcis-12121	29	11	similar	similar	ADJ
fcis-12121	29	12	to	to	ADP
fcis-12121	29	13	traditional	traditional	ADJ
fcis-12121	29	14	neural	neural	ADJ
fcis-12121	29	15	networks	network	NOUN
fcis-12121	29	16	,	,	PUNCT
fcis-12121	29	17	with	with	ADP
fcis-12121	29	18	one	one	NUM
fcis-12121	29	19	input	input	NOUN
fcis-12121	29	20	layer	layer	NOUN
fcis-12121	29	21	,	,	PUNCT
fcis-12121	29	22	one	one	NUM
fcis-12121	29	23	or	or	CCONJ
fcis-12121	29	24	more	more	ADV
fcis-12121	29	25	hidden	hidden	ADJ
fcis-12121	29	26	layers	layer	NOUN
fcis-12121	29	27	,	,	PUNCT
fcis-12121	29	28	and	and	CCONJ
fcis-12121	29	29	one	one	NUM
fcis-12121	29	30	output	output	NOUN
fcis-12121	29	31	layer	layer	NOUN
fcis-12121	29	32	.	.	PUNCT
fcis-12121	30	1	the	the	DET
fcis-12121	30	2	hidden	hide	VERB
fcis-12121	30	3	layer	layer	NOUN
fcis-12121	30	4	of	of	ADP
fcis-12121	30	5	lstm	lstm	PROPN
fcis-12121	30	6	neural	neural	ADJ
fcis-12121	30	7	network	network	NOUN
fcis-12121	30	8	contains	contain	VERB
fcis-12121	30	9	many	many	ADJ
fcis-12121	30	10	neurons	neuron	NOUN
fcis-12121	30	11	called	call	VERB
fcis-12121	30	12	storage	storage	NOUN
fcis-12121	30	13	units	unit	NOUN
fcis-12121	30	14	,	,	PUNCT
fcis-12121	30	15	and	and	CCONJ
fcis-12121	30	16	each	each	DET
fcis-12121	30	17	such	such	ADJ
fcis-12121	30	18	storage	storage	NOUN
fcis-12121	30	19	unit	unit	NOUN
fcis-12121	30	20	has	have	VERB
fcis-12121	30	21	three	three	NUM
fcis-12121	30	22	gates	gate	NOUN
fcis-12121	30	23	,	,	PUNCT
fcis-12121	30	24	which	which	PRON
fcis-12121	30	25	are	be	AUX
fcis-12121	30	26	used	use	VERB
fcis-12121	30	27	to	to	PART
fcis-12121	30	28	maintain	maintain	VERB
fcis-12121	30	29	and	and	CCONJ
fcis-12121	30	30	adjust	adjust	VERB
fcis-12121	30	31	the	the	DET
fcis-12121	30	32	state	state	NOUN
fcis-12121	30	33	of	of	ADP
fcis-12121	30	34	the	the	DET
fcis-12121	30	35	storage	storage	NOUN
fcis-12121	30	36	unit	unit	NOUN
fcis-12121	30	37	st	st	PROPN
fcis-12121	30	38	,	,	PUNCT
fcis-12121	30	39	these	these	DET
fcis-12121	30	40	three	three	NUM
fcis-12121	30	41	"	"	PUNCT
fcis-12121	30	42	gates	gate	NOUN
fcis-12121	30	43	"	"	PUNCT
fcis-12121	30	44	are	be	AUX
fcis-12121	30	45	respectively	respectively	ADV
fcis-12121	30	46	called	call	VERB
fcis-12121	30	47	the	the	DET
fcis-12121	30	48	forgetting	forget	VERB
fcis-12121	30	49	gate	gate	PROPN
fcis-12121	30	50	ft	ft	PROPN
fcis-12121	30	51	,	,	PUNCT
fcis-12121	30	52	input	input	NOUN
fcis-12121	30	53	gate	gate	NOUN
fcis-12121	30	54	it	it	PRON
fcis-12121	30	55	and	and	CCONJ
fcis-12121	30	56	output	output	PROPN
fcis-12121	30	57	gate	gate	PROPN
fcis-12121	30	58	ot	ot	PROPN
fcis-12121	30	59	,	,	PUNCT
fcis-12121	30	60	the	the	DET
fcis-12121	30	61	structure	structure	NOUN
fcis-12121	30	62	of	of	ADP
fcis-12121	30	63	its	its	PRON
fcis-12121	30	64	storage	storage	NOUN
fcis-12121	30	65	unit	unit	NOUN
fcis-12121	30	66	is	be	AUX
fcis-12121	30	67	shown	show	VERB
fcis-12121	30	68	in	in	ADP
fcis-12121	30	69	figure	figure	NOUN
fcis-12121	30	70	1	1	NUM
fcis-12121	30	71	.	.	X
fcis-12121	30	72	2.2	2.2	NUM
fcis-12121	30	73	.	.	PUNCT
fcis-12121	31	1	cubic	cubic	PROPN
fcis-12121	31	2	spline	spline	PROPN
fcis-12121	31	3	function	function	NOUN
fcis-12121	31	4	this	this	DET
fcis-12121	31	5	article	article	NOUN
fcis-12121	31	6	aims	aim	VERB
fcis-12121	31	7	to	to	PART
fcis-12121	31	8	address	address	VERB
fcis-12121	31	9	the	the	DET
fcis-12121	31	10	issues	issue	NOUN
fcis-12121	31	11	of	of	ADP
fcis-12121	31	12	limited	limited	ADJ
fcis-12121	31	13	oil	oil	NOUN
fcis-12121	31	14	production	production	NOUN
fcis-12121	31	15	data	datum	NOUN
fcis-12121	31	16	and	and	CCONJ
fcis-12121	31	17	the	the	DET
fcis-12121	31	18	inability	inability	NOUN
fcis-12121	31	19	to	to	PART
fcis-12121	31	20	accurately	accurately	ADV
fcis-12121	31	21	establish	establish	VERB
fcis-12121	31	22	production	production	NOUN
fcis-12121	31	23	capacity	capacity	NOUN
fcis-12121	31	24	prediction	prediction	NOUN
fcis-12121	31	25	models	model	NOUN
fcis-12121	31	26	.	.	PUNCT
fcis-12121	32	1	the	the	DET
fcis-12121	32	2	cubic	cubic	ADJ
fcis-12121	32	3	spline	spline	NOUN
fcis-12121	32	4	interpolation	interpolation	NOUN
fcis-12121	32	5	method	method	NOUN
fcis-12121	32	6	is	be	AUX
fcis-12121	32	7	used	use	VERB
fcis-12121	32	8	to	to	PART
fcis-12121	32	9	expand	expand	VERB
fcis-12121	32	10	the	the	DET
fcis-12121	32	11	data	datum	NOUN
fcis-12121	32	12	volume	volume	NOUN
fcis-12121	32	13	.	.	PUNCT
fcis-12121	33	1	considering	consider	VERB
fcis-12121	33	2	the	the	DET
fcis-12121	33	3	non	non	ADJ
fcis-12121	33	4	-	-	ADJ
fcis-12121	33	5	convergence	convergence	ADJ
fcis-12121	33	6	and	and	CCONJ
fcis-12121	33	7	instability	instability	NOUN
fcis-12121	33	8	of	of	ADP
fcis-12121	33	9	higherorder	higherorder	NOUN
fcis-12121	33	10	interpolation	interpolation	NOUN
fcis-12121	33	11	,	,	PUNCT
fcis-12121	33	12	as	as	ADV
fcis-12121	33	13	well	well	ADV
fcis-12121	33	14	as	as	ADP
fcis-12121	33	15	the	the	DET
fcis-12121	33	16	insufficient	insufficient	ADJ
fcis-12121	33	17	smoothness	smoothness	NOUN
fcis-12121	33	18	of	of	ADP
fcis-12121	33	19	the	the	DET
fcis-12121	33	20	quadratic	quadratic	ADJ
fcis-12121	33	21	interpolation	interpolation	NOUN
fcis-12121	33	22	fitting	fitting	ADJ
fcis-12121	33	23	function	function	NOUN
fcis-12121	33	24	,	,	PUNCT
fcis-12121	33	25	the	the	DET
fcis-12121	33	26	cubic	cubic	ADJ
fcis-12121	33	27	spline	spline	NOUN
fcis-12121	33	28	interpolation	interpolation	NOUN
fcis-12121	33	29	method	method	NOUN
fcis-12121	33	30	was	be	AUX
fcis-12121	33	31	chosen	choose	VERB
fcis-12121	33	32	to	to	PART
fcis-12121	33	33	interpolate	interpolate	VERB
fcis-12121	33	34	the	the	DET
fcis-12121	33	35	oil	oil	NOUN
fcis-12121	33	36	production	production	NOUN
fcis-12121	33	37	data	datum	NOUN
fcis-12121	33	38	.	.	PUNCT
fcis-12121	34	1	perform	perform	VERB
fcis-12121	34	2	cubic	cubic	ADJ
fcis-12121	34	3	spline	spline	NOUN
fcis-12121	34	4	interpolation	interpolation	NOUN
fcis-12121	34	5	on	on	ADP
fcis-12121	34	6	the	the	DET
fcis-12121	34	7	monthly	monthly	ADJ
fcis-12121	34	8	oil	oil	NOUN
fcis-12121	34	9	production	production	NOUN
fcis-12121	34	10	data	datum	NOUN
fcis-12121	34	11	of	of	ADP
fcis-12121	34	12	the	the	DET
fcis-12121	34	13	block	block	NOUN
fcis-12121	34	14	from	from	ADP
fcis-12121	34	15	2011	2011	NUM
fcis-12121	34	16	to	to	ADP
fcis-12121	34	17	2022	2022	NUM
fcis-12121	34	18	to	to	PART
fcis-12121	34	19	obtain	obtain	VERB
fcis-12121	34	20	the	the	DET
fcis-12121	34	21	daily	daily	ADJ
fcis-12121	34	22	oil	oil	NOUN
fcis-12121	34	23	production	production	NOUN
fcis-12121	34	24	data	datum	NOUN
fcis-12121	34	25	of	of	ADP
fcis-12121	34	26	a	a	DET
fcis-12121	34	27	single	single	ADJ
fcis-12121	34	28	well	well	NOUN
fcis-12121	34	29	.	.	PUNCT
fcis-12121	35	1	taking	take	VERB
fcis-12121	35	2	the	the	DET
fcis-12121	35	3	total	total	ADJ
fcis-12121	35	4	oil	oil	NOUN
fcis-12121	35	5	production	production	NOUN
fcis-12121	35	6	of	of	ADP
fcis-12121	35	7	the	the	DET
fcis-12121	35	8	block	block	NOUN
fcis-12121	35	9	as	as	ADP
fcis-12121	35	10	an	an	DET
fcis-12121	35	11	example	example	NOUN
fcis-12121	35	12	,	,	PUNCT
fcis-12121	35	13	figure	figure	NOUN
fcis-12121	35	14	2	2	NUM
fcis-12121	35	15	shows	show	VERB
fcis-12121	35	16	the	the	DET
fcis-12121	35	17	daily	daily	ADJ
fcis-12121	35	18	oil	oil	NOUN
fcis-12121	35	19	production	production	NOUN
fcis-12121	35	20	interpolation	interpolation	NOUN
fcis-12121	35	21	chart	chart	NOUN
fcis-12121	35	22	.	.	PUNCT
fcis-12121	36	1	by	by	ADP
fcis-12121	36	2	expanding	expand	VERB
fcis-12121	36	3	sparse	sparse	ADJ
fcis-12121	36	4	data	datum	NOUN
fcis-12121	36	5	,	,	PUNCT
fcis-12121	36	6	the	the	DET
fcis-12121	36	7	data	data	NOUN
fcis-12121	36	8	volume	volume	NOUN
fcis-12121	36	9	has	have	AUX
fcis-12121	36	10	been	be	AUX
fcis-12121	36	11	enriched	enrich	VERB
fcis-12121	36	12	,	,	PUNCT
fcis-12121	36	13	providing	provide	VERB
fcis-12121	36	14	data	datum	NOUN
fcis-12121	36	15	support	support	NOUN
fcis-12121	36	16	for	for	ADP
fcis-12121	36	17	establishing	establish	VERB
fcis-12121	36	18	accurate	accurate	ADJ
fcis-12121	36	19	production	production	NOUN
fcis-12121	36	20	capacity	capacity	NOUN
fcis-12121	36	21	prediction	prediction	NOUN
fcis-12121	36	22	models	model	NOUN
fcis-12121	36	23	in	in	ADP
fcis-12121	36	24	the	the	DET
fcis-12121	36	25	later	later	ADJ
fcis-12121	36	26	stage	stage	NOUN
fcis-12121	36	27	.	.	PUNCT
fcis-12121	37	1	figure	figure	NOUN
fcis-12121	37	2	1	1	NUM
fcis-12121	37	3	.	.	PUNCT
fcis-12121	38	1	structure	structure	NOUN
fcis-12121	38	2	of	of	ADP
fcis-12121	38	3	long	long	ADJ
fcis-12121	38	4	short	short	ADJ
fcis-12121	38	5	term	term	NOUN
fcis-12121	38	6	memory	memory	NOUN
fcis-12121	38	7	neural	neural	ADJ
fcis-12121	38	8	network	network	NOUN
fcis-12121	38	9	figure	figure	NOUN
fcis-12121	38	10	2	2	NUM
fcis-12121	38	11	.	.	PUNCT
fcis-12121	38	12	cubic	cubic	PROPN
fcis-12121	38	13	spline	spline	PROPN
fcis-12121	38	14	interpolation	interpolation	NOUN
fcis-12121	38	15	results	result	NOUN
fcis-12121	38	16	of	of	ADP
fcis-12121	38	17	monthly	monthly	ADJ
fcis-12121	38	18	oil	oil	NOUN
fcis-12121	38	19	production	production	NOUN
fcis-12121	38	20	data	datum	NOUN
fcis-12121	38	21	in	in	ADP
fcis-12121	38	22	the	the	DET
fcis-12121	38	23	block	block	NOUN
fcis-12121	38	24	2.3	2.3	NUM
fcis-12121	38	25	.	.	PUNCT
fcis-12121	39	1	forecast	forecast	NOUN
fcis-12121	39	2	results	result	VERB
fcis-12121	39	3	the	the	DET
fcis-12121	39	4	prediction	prediction	NOUN
fcis-12121	39	5	model	model	NOUN
fcis-12121	39	6	in	in	ADP
fcis-12121	39	7	this	this	DET
fcis-12121	39	8	article	article	NOUN
fcis-12121	39	9	consists	consist	VERB
fcis-12121	39	10	of	of	ADP
fcis-12121	39	11	10	10	NUM
fcis-12121	39	12	layers	layer	NOUN
fcis-12121	39	13	of	of	ADP
fcis-12121	39	14	lstm	lstm	NOUN
fcis-12121	39	15	network	network	NOUN
fcis-12121	39	16	,	,	PUNCT
fcis-12121	39	17	with	with	ADP
fcis-12121	39	18	64	64	NUM
fcis-12121	39	19	neurons	neuron	NOUN
fcis-12121	39	20	in	in	ADP
fcis-12121	39	21	the	the	DET
fcis-12121	39	22	hidden	hide	VERB
fcis-12121	39	23	layer	layer	NOUN
fcis-12121	39	24	,	,	PUNCT
fcis-12121	39	25	1	1	NUM
fcis-12121	39	26	neuron	neuron	NOUN
fcis-12121	39	27	in	in	ADP
fcis-12121	39	28	the	the	DET
fcis-12121	39	29	output	output	NOUN
fcis-12121	39	30	layer	layer	NOUN
fcis-12121	39	31	,	,	PUNCT
fcis-12121	39	32	and	and	CCONJ
fcis-12121	39	33	a	a	DET
fcis-12121	39	34	time	time	NOUN
fcis-12121	39	35	step	step	NOUN
fcis-12121	39	36	of	of	ADP
fcis-12121	39	37	365	365	NUM
fcis-12121	39	38	,	,	PUNCT
fcis-12121	39	39	the	the	DET
fcis-12121	39	40	model	model	NOUN
fcis-12121	39	41	is	be	AUX
fcis-12121	39	42	built	build	VERB
fcis-12121	39	43	in	in	ADP
fcis-12121	39	44	python	python	PROPN
fcis-12121	39	45	's	's	PART
fcis-12121	39	46	tensor	tensor	NOUN
fcis-12121	39	47	flow	flow	NOUN
fcis-12121	39	48	environment	environment	NOUN
fcis-12121	39	49	,	,	PUNCT
fcis-12121	39	50	the	the	DET
fcis-12121	39	51	training	training	NOUN
fcis-12121	39	52	set	set	NOUN
fcis-12121	39	53	contains	contain	VERB
fcis-12121	39	54	1000	1000	NUM
fcis-12121	39	55	pieces	piece	NOUN
fcis-12121	39	56	of	of	ADP
fcis-12121	39	57	data	datum	NOUN
fcis-12121	39	58	,	,	PUNCT
fcis-12121	39	59	while	while	SCONJ
fcis-12121	39	60	the	the	DET
fcis-12121	39	61	test	test	NOUN
fcis-12121	39	62	set	set	NOUN
fcis-12121	39	63	contains	contain	VERB
fcis-12121	39	64	10	10	NUM
fcis-12121	39	65	pieces	piece	NOUN
fcis-12121	39	66	of	of	ADP
fcis-12121	39	67	data	datum	NOUN
fcis-12121	39	68	with	with	ADP
fcis-12121	39	69	a	a	DET
fcis-12121	39	70	data	data	NOUN
fcis-12121	39	71	dimension	dimension	NOUN
fcis-12121	39	72	of	of	ADP
fcis-12121	39	73	365	365	NUM
fcis-12121	39	74	.	.	PUNCT
fcis-12121	40	1	the	the	DET
fcis-12121	40	2	evaluation	evaluation	NOUN
fcis-12121	40	3	indicators	indicator	NOUN
fcis-12121	40	4	for	for	ADP
fcis-12121	40	5	prediction	prediction	NOUN
fcis-12121	40	6	results	result	NOUN
fcis-12121	40	7	are	be	AUX
fcis-12121	40	8	root	root	NOUN
fcis-12121	40	9	mean	mean	ADJ
fcis-12121	40	10	square	square	NOUN
fcis-12121	40	11	error	error	NOUN
fcis-12121	40	12	,	,	PUNCT
fcis-12121	40	13	average	average	ADJ
fcis-12121	40	14	absolute	absolute	ADJ
fcis-12121	40	15	percentage	percentage	NOUN
fcis-12121	40	16	error	error	NOUN
fcis-12121	40	17	,	,	PUNCT
fcis-12121	40	18	and	and	CCONJ
fcis-12121	40	19	prediction	prediction	NOUN
fcis-12121	40	20	accuracy	accuracy	NOUN
fcis-12121	40	21	,	,	PUNCT
fcis-12121	40	22	as	as	SCONJ
fcis-12121	40	23	shown	show	VERB
fcis-12121	40	24	in	in	ADP
fcis-12121	40	25	equations	equation	NOUN
fcis-12121	40	26	(	(	PUNCT
fcis-12121	40	27	1	1	NUM
fcis-12121	40	28	)	)	PUNCT
fcis-12121	40	29	(	(	PUNCT
fcis-12121	40	30	3	3	NUM
fcis-12121	40	31	)	)	PUNCT
fcis-12121	40	32	.	.	PUNCT
fcis-12121	41	1	2	2	NUM
fcis-12121	41	2	rmse	rmse	NOUN
fcis-12121	41	3	act	act	NOUN
fcis-12121	41	4	pre	pre	VERB
fcis-12121	41	5	1	1	NUM
fcis-12121	41	6	1	1	NUM
fcis-12121	41	7	(	(	PUNCT
fcis-12121	41	8	(	(	PUNCT
fcis-12121	41	9	)	)	PUNCT
fcis-12121	41	10	(	(	PUNCT
fcis-12121	41	11	)	)	PUNCT
fcis-12121	41	12	)	)	PUNCT
fcis-12121	41	13	m	m	VERB
fcis-12121	41	14	i	i	PRON
fcis-12121	41	15	m	m	VERB
fcis-12121	41	16	y	y	VERB
fcis-12121	42	1	i	i	INTJ
fcis-12121	42	2	y	y	INTJ
fcis-12121	43	1	i	i	PRON
fcis-12121	43	2	m	m	VERB
fcis-12121	43	3			VERB
fcis-12121	43	4			NUM
fcis-12121	44	1			X
fcis-12121	44	2	(	(	PUNCT
fcis-12121	44	3	1	1	NUM
fcis-12121	44	4	)	)	PUNCT
fcis-12121	44	5	act	act	NOUN
fcis-12121	44	6	pre	pre	X
fcis-12121	44	7	mape	mape	PROPN
fcis-12121	44	8	1	1	NUM
fcis-12121	44	9	act	act	NOUN
fcis-12121	44	10	(	(	PUNCT
fcis-12121	44	11	)	)	PUNCT
fcis-12121	44	12	(	(	PUNCT
fcis-12121	44	13	)	)	PUNCT
fcis-12121	44	14	1	1	NUM
fcis-12121	44	15	(	(	PUNCT
fcis-12121	44	16	)	)	PUNCT
fcis-12121	44	17	m	m	VERB
fcis-12121	44	18	i	i	INTJ
fcis-12121	44	19	y	y	VERB
fcis-12121	45	1	i	i	INTJ
fcis-12121	45	2	y	y	VERB
fcis-12121	46	1	i	i	PRON
fcis-12121	46	2	m	m	VERB
fcis-12121	46	3	m	m	VERB
fcis-12121	46	4	y	y	PROPN
fcis-12121	46	5	i	i	PROPN
fcis-12121	46	6			PROPN
fcis-12121	46	7			PROPN
fcis-12121	46	8			X
fcis-12121	46	9	(	(	PUNCT
fcis-12121	46	10	2	2	NUM
fcis-12121	46	11	)	)	PUNCT
fcis-12121	46	12	act	act	NOUN
fcis-12121	46	13	pre	pre	X
fcis-12121	46	14	fa	fa	PROPN
fcis-12121	46	15	1	1	NUM
fcis-12121	46	16	act	act	NOUN
fcis-12121	46	17	(	(	PUNCT
fcis-12121	46	18	)	)	PUNCT
fcis-12121	46	19	(	(	PUNCT
fcis-12121	46	20	)	)	SYM
fcis-12121	46	21	1	1	NUM
fcis-12121	46	22	1	1	NUM
fcis-12121	46	23	100	100	NUM
fcis-12121	46	24	%	%	NOUN
fcis-12121	46	25	(	(	PUNCT
fcis-12121	46	26	)	)	PUNCT
fcis-12121	46	27	m	m	VERB
fcis-12121	47	1	i	i	INTJ
fcis-12121	47	2	y	y	VERB
fcis-12121	48	1	i	i	INTJ
fcis-12121	48	2	y	y	VERB
fcis-12121	49	1	i	i	PRON
fcis-12121	49	2	m	m	VERB
fcis-12121	49	3	m	m	VERB
fcis-12121	49	4	y	y	PROPN
fcis-12121	49	5	i	i	PROPN
fcis-12121	49	6			NOUN
fcis-12121	49	7			PROPN
fcis-12121	49	8			PROPN
fcis-12121	49	9			PROPN
fcis-12121	49	10			PROPN
fcis-12121	49	11			PROPN
fcis-12121	49	12			PROPN
fcis-12121	49	13			PROPN
fcis-12121	50	1			PROPN
fcis-12121	50	2			NOUN
fcis-12121	50	3			X
fcis-12121	50	4	(	(	PUNCT
fcis-12121	50	5	3	3	X
fcis-12121	50	6	)	)	PUNCT
fcis-12121	50	7	wherein	wherein	ADJ
fcis-12121	50	8	,	,	PUNCT
fcis-12121	50	9	yact	yact	PROPN
fcis-12121	50	10	is	be	AUX
fcis-12121	50	11	the	the	DET
fcis-12121	50	12	true	true	ADJ
fcis-12121	50	13	value	value	NOUN
fcis-12121	50	14	,	,	PUNCT
fcis-12121	50	15	ypre	ypre	NOUN
fcis-12121	50	16	is	be	AUX
fcis-12121	50	17	predicted	predict	VERB
fcis-12121	50	18	value	value	NOUN
fcis-12121	50	19	,	,	PUNCT
fcis-12121	50	20	m	m	VERB
fcis-12121	50	21	is	be	AUX
fcis-12121	50	22	the	the	DET
fcis-12121	50	23	sample	sample	NOUN
fcis-12121	50	24	size	size	NOUN
fcis-12121	50	25	of	of	ADP
fcis-12121	50	26	the	the	DET
fcis-12121	50	27	predicted	predict	VERB
fcis-12121	50	28	results	result	NOUN
fcis-12121	50	29	.	.	PUNCT
fcis-12121	51	1	train	train	NOUN
fcis-12121	51	2	and	and	CCONJ
fcis-12121	51	3	test	test	VERB
fcis-12121	51	4	the	the	DET
fcis-12121	51	5	historical	historical	ADJ
fcis-12121	51	6	data	datum	NOUN
fcis-12121	51	7	of	of	ADP
fcis-12121	51	8	oil	oil	NOUN
fcis-12121	51	9	and	and	CCONJ
fcis-12121	51	10	liquid	liquid	ADJ
fcis-12121	51	11	production	production	NOUN
fcis-12121	51	12	from	from	ADP
fcis-12121	51	13	january	january	PROPN
fcis-12121	51	14	2011	2011	NUM
fcis-12121	51	15	to	to	ADP
fcis-12121	51	16	april	april	PROPN
fcis-12121	51	17	2022	2022	NUM
fcis-12121	51	18	.	.	PUNCT
fcis-12121	52	1	the	the	DET
fcis-12121	52	2	ratio	ratio	NOUN
fcis-12121	52	3	of	of	ADP
fcis-12121	52	4	the	the	DET
fcis-12121	52	5	training	training	NOUN
fcis-12121	52	6	data	datum	NOUN
fcis-12121	52	7	to	to	ADP
fcis-12121	52	8	the	the	DET
fcis-12121	52	9	test	test	NOUN
fcis-12121	52	10	data	datum	NOUN
fcis-12121	52	11	is	be	AUX
fcis-12121	52	12	14:1	14:1	NUM
fcis-12121	52	13	,	,	PUNCT
fcis-12121	52	14	and	and	CCONJ
fcis-12121	52	15	the	the	DET
fcis-12121	52	16	test	test	NOUN
fcis-12121	52	17	results	result	NOUN
fcis-12121	52	18	are	be	AUX
fcis-12121	52	19	shown	show	VERB
fcis-12121	52	20	in	in	ADP
fcis-12121	52	21	tables	table	NOUN
fcis-12121	52	22	1	1	NUM
fcis-12121	52	23	and	and	CCONJ
fcis-12121	52	24	2	2	NUM
fcis-12121	52	25	,	,	PUNCT
fcis-12121	52	26	the	the	DET
fcis-12121	52	27	table	table	NOUN
fcis-12121	52	28	only	only	ADV
fcis-12121	52	29	shows	show	VERB
fcis-12121	52	30	the	the	DET
fcis-12121	52	31	prediction	prediction	NOUN
fcis-12121	52	32	results	result	NOUN
fcis-12121	52	33	of	of	ADP
fcis-12121	52	34	10	10	NUM
fcis-12121	52	35	single	single	ADJ
fcis-12121	52	36	wells	well	NOUN
fcis-12121	52	37	,	,	PUNCT
fcis-12121	52	38	and	and	CCONJ
fcis-12121	52	39	the	the	DET
fcis-12121	52	40	prediction	prediction	NOUN
fcis-12121	52	41	accuracy	accuracy	NOUN
fcis-12121	52	42	of	of	ADP
fcis-12121	52	43	oil	oil	NOUN
fcis-12121	52	44	and	and	CCONJ
fcis-12121	52	45	liquid	liquid	ADJ
fcis-12121	52	46	production	production	NOUN
fcis-12121	52	47	in	in	ADP
fcis-12121	52	48	oil	oil	NOUN
fcis-12121	52	49	wells	well	NOUN
fcis-12121	52	50	can	can	AUX
fcis-12121	52	51	generally	generally	ADV
fcis-12121	52	52	reach	reach	VERB
fcis-12121	52	53	over	over	ADP
fcis-12121	52	54	95	95	NUM
fcis-12121	52	55	%	%	NOUN
fcis-12121	52	56	.	.	PUNCT
fcis-12121	53	1	due	due	ADP
fcis-12121	53	2	to	to	ADP
fcis-12121	53	3	the	the	DET
fcis-12121	53	4	large	large	ADJ
fcis-12121	53	5	time	time	NOUN
fcis-12121	53	6	span	span	NOUN
fcis-12121	53	7	of	of	ADP
fcis-12121	53	8	prediction	prediction	NOUN
fcis-12121	53	9	in	in	ADP
fcis-12121	53	10	this	this	DET
fcis-12121	53	11	article	article	NOUN
fcis-12121	53	12	,	,	PUNCT
fcis-12121	53	13	the	the	DET
fcis-12121	53	14	test	test	NOUN
fcis-12121	53	15	results	result	NOUN
fcis-12121	53	16	are	be	AUX
fcis-12121	53	17	relatively	relatively	ADV
fcis-12121	53	18	ideal	ideal	ADJ
fcis-12121	53	19	.	.	PUNCT
fcis-12121	54	1	table	table	NOUN
fcis-12121	54	2	1	1	NUM
fcis-12121	54	3	.	.	PUNCT
fcis-12121	55	1	lstm	lstm	ADJ
fcis-12121	55	2	liquid	liquid	ADJ
fcis-12121	55	3	production	production	NOUN
fcis-12121	55	4	prediction	prediction	NOUN
fcis-12121	55	5	indicators	indicator	NOUN
fcis-12121	55	6	well	well	INTJ
fcis-12121	56	1	1	1	NUM
fcis-12121	56	2	well	well	NOUN
fcis-12121	56	3	2	2	NUM
fcis-12121	57	1	well	well	NOUN
fcis-12121	57	2	3	3	NUM
fcis-12121	58	1	well	well	NOUN
fcis-12121	59	1	4	4	NUM
fcis-12121	59	2	well	well	NOUN
fcis-12121	60	1	5	5	NUM
fcis-12121	61	1	well	well	NOUN
fcis-12121	61	2	6	6	NUM
fcis-12121	62	1	well	well	NOUN
fcis-12121	62	2	7	7	NUM
fcis-12121	63	1	well	well	NOUN
fcis-12121	63	2	8	8	NUM
fcis-12121	64	1	well	well	NOUN
fcis-12121	64	2	9	9	NUM
fcis-12121	65	1	well	well	NOUN
fcis-12121	65	2	10	10	NUM
fcis-12121	65	3	rmse	rmse	NOUN
fcis-12121	65	4	0.61	0.61	NUM
fcis-12121	65	5	0.28	0.28	NUM
fcis-12121	65	6	0.30	0.30	NUM
fcis-12121	65	7	0.84	0.84	NUM
fcis-12121	65	8	0.23	0.23	NUM
fcis-12121	65	9	0.33	0.33	NUM
fcis-12121	65	10	0.79	0.79	NUM
fcis-12121	65	11	0.66	0.66	NUM
fcis-12121	65	12	0.61	0.61	NUM
fcis-12121	65	13	0.25	0.25	NUM
fcis-12121	65	14	mape	mape	NOUN
fcis-12121	65	15	0.03	0.03	NUM
fcis-12121	65	16	0.05	0.05	NUM
fcis-12121	65	17	0.03	0.03	NUM
fcis-12121	65	18	0.07	0.07	NUM
fcis-12121	65	19	0.01	0.01	NUM
fcis-12121	65	20	0.05	0.05	NUM
fcis-12121	65	21	0.04	0.04	NUM
fcis-12121	65	22	0.05	0.05	NUM
fcis-12121	65	23	0.02	0.02	NUM
fcis-12121	65	24	0.01	0.01	NUM
fcis-12121	65	25	fa	fa	NOUN
fcis-12121	65	26	97.35	97.35	NUM
fcis-12121	66	1	95.16	95.16	NUM
fcis-12121	66	2	96.54	96.54	NUM
fcis-12121	66	3	93.05	93.05	NUM
fcis-12121	66	4	98.76	98.76	NUM
fcis-12121	66	5	94.75	94.75	NUM
fcis-12121	66	6	95.91	95.91	NUM
fcis-12121	66	7	95.33	95.33	NUM
fcis-12121	66	8	97.76	97.76	NUM
fcis-12121	66	9	98.70	98.70	NUM
fcis-12121	66	10	table	table	NOUN
fcis-12121	66	11	2	2	NUM
fcis-12121	66	12	.	.	PUNCT
fcis-12121	66	13	lstm	lstm	ADJ
fcis-12121	66	14	oil	oil	NOUN
fcis-12121	66	15	production	production	NOUN
fcis-12121	66	16	prediction	prediction	NOUN
fcis-12121	66	17	indicators	indicator	NOUN
fcis-12121	66	18	well	well	INTJ
fcis-12121	67	1	1	1	NUM
fcis-12121	67	2	well	well	NOUN
fcis-12121	67	3	2	2	NUM
fcis-12121	68	1	well	well	NOUN
fcis-12121	68	2	3	3	NUM
fcis-12121	69	1	well	well	NOUN
fcis-12121	70	1	4	4	NUM
fcis-12121	70	2	well	well	NOUN
fcis-12121	71	1	5	5	NUM
fcis-12121	72	1	well	well	NOUN
fcis-12121	72	2	6	6	NUM
fcis-12121	73	1	well	well	NOUN
fcis-12121	73	2	7	7	NUM
fcis-12121	74	1	well	well	NOUN
fcis-12121	74	2	8	8	NUM
fcis-12121	75	1	well	well	NOUN
fcis-12121	75	2	9	9	NUM
fcis-12121	76	1	well	well	NOUN
fcis-12121	76	2	10	10	NUM
fcis-12121	76	3	rmse	rmse	NOUN
fcis-12121	76	4	0.04	0.04	NUM
fcis-12121	76	5	0.01	0.01	NUM
fcis-12121	76	6	0.01	0.01	NUM
fcis-12121	76	7	0.04	0.04	NUM
fcis-12121	76	8	0.03	0.03	NUM
fcis-12121	76	9	0.15	0.15	NUM
fcis-12121	76	10	0.03	0.03	NUM
fcis-12121	76	11	0.04	0.04	NUM
fcis-12121	76	12	0.11	0.11	NUM
fcis-12121	76	13	0.04	0.04	NUM
fcis-12121	76	14	mape	mape	NOUN
fcis-12121	76	15	0.03	0.03	NUM
fcis-12121	76	16	0.02	0.02	NUM
fcis-12121	76	17	0.04	0.04	NUM
fcis-12121	76	18	0.11	0.11	NUM
fcis-12121	76	19	0.07	0.07	NUM
fcis-12121	76	20	0.09	0.09	NUM
fcis-12121	76	21	0.04	0.04	NUM
fcis-12121	76	22	0.04	0.04	NUM
fcis-12121	76	23	0.04	0.04	NUM
fcis-12121	76	24	0.07	0.07	NUM
fcis-12121	76	25	fa	fa	NOUN
fcis-12121	76	26	97.32	97.32	NUM
fcis-12121	76	27	98.20	98.20	NUM
fcis-12121	76	28	96.09	96.09	NUM
fcis-12121	76	29	89.34	89.34	NUM
fcis-12121	76	30	93.20	93.20	NUM
fcis-12121	76	31	91.26	91.26	NUM
fcis-12121	76	32	96.47	96.47	NUM
fcis-12121	76	33	96.13	96.13	NUM
fcis-12121	76	34	95.74	95.74	NUM
fcis-12121	76	35	92.65	92.65	NUM
fcis-12121	76	36	using	use	VERB
fcis-12121	76	37	all	all	DET
fcis-12121	76	38	known	know	VERB
fcis-12121	76	39	data	datum	NOUN
fcis-12121	76	40	as	as	ADP
fcis-12121	76	41	the	the	DET
fcis-12121	76	42	training	training	NOUN
fcis-12121	76	43	set	set	NOUN
fcis-12121	76	44	,	,	PUNCT
fcis-12121	76	45	predict	predict	VERB
fcis-12121	76	46	the	the	DET
fcis-12121	76	47	oil	oil	NOUN
fcis-12121	76	48	and	and	CCONJ
fcis-12121	76	49	liquid	liquid	ADJ
fcis-12121	76	50	production	production	NOUN
fcis-12121	76	51	from	from	ADP
fcis-12121	76	52	may	may	PROPN
fcis-12121	76	53	2022	2022	NUM
fcis-12121	76	54	to	to	ADP
fcis-12121	76	55	april	april	PROPN
fcis-12121	76	56	2023	2023	NUM
fcis-12121	76	57	.	.	PUNCT
fcis-12121	77	1	add	add	VERB
fcis-12121	77	2	up	up	ADP
fcis-12121	77	3	the	the	DET
fcis-12121	77	4	daily	daily	ADJ
fcis-12121	77	5	production	production	NOUN
fcis-12121	77	6	of	of	ADP
fcis-12121	77	7	this	this	DET
fcis-12121	77	8	month	month	NOUN
fcis-12121	77	9	to	to	PART
fcis-12121	77	10	obtain	obtain	VERB
fcis-12121	77	11	the	the	DET
fcis-12121	77	12	monthly	monthly	ADJ
fcis-12121	77	13	production	production	NOUN
fcis-12121	77	14	of	of	ADP
fcis-12121	77	15	that	that	DET
fcis-12121	77	16	month	month	NOUN
fcis-12121	77	17	.	.	PUNCT
fcis-12121	78	1	taking	take	VERB
fcis-12121	78	2	the	the	DET
fcis-12121	78	3	liquid	liquid	ADJ
fcis-12121	78	4	production	production	NOUN
fcis-12121	78	5	of	of	ADP
fcis-12121	78	6	a	a	DET
fcis-12121	78	7	single	single	ADJ
fcis-12121	78	8	well	well	ADV
fcis-12121	78	9	as	as	ADP
fcis-12121	78	10	an	an	DET
fcis-12121	78	11	example	example	NOUN
fcis-12121	78	12	,	,	PUNCT
fcis-12121	78	13	figure	figure	NOUN
fcis-12121	78	14	3	3	NUM
fcis-12121	78	15	shows	show	VERB
fcis-12121	78	16	the	the	DET
fcis-12121	78	17	daily	daily	ADJ
fcis-12121	78	18	liquid	liquid	ADJ
fcis-12121	78	19	production	production	NOUN
fcis-12121	78	20	,	,	PUNCT
fcis-12121	78	21	and	and	CCONJ
fcis-12121	78	22	figure	figure	VERB
fcis-12121	78	23	4	4	NUM
fcis-12121	78	24	shows	show	VERB
fcis-12121	78	25	the	the	DET
fcis-12121	78	26	monthly	monthly	ADJ
fcis-12121	78	27	liquid	liquid	ADJ
fcis-12121	78	28	production	production	NOUN
fcis-12121	78	29	,	,	PUNCT
fcis-12121	78	30	providing	provide	VERB
fcis-12121	78	31	a	a	DET
fcis-12121	78	32	basis	basis	NOUN
fcis-12121	78	33	for	for	ADP
fcis-12121	78	34	further	further	ADJ
fcis-12121	78	35	regulation	regulation	NOUN
fcis-12121	78	36	.	.	PUNCT
fcis-12121	79	1	3	3	NUM
fcis-12121	79	2	figure	figure	NOUN
fcis-12121	79	3	3	3	NUM
fcis-12121	79	4	.	.	PUNCT
fcis-12121	80	1	the	the	DET
fcis-12121	80	2	prediction	prediction	NOUN
fcis-12121	80	3	results	result	NOUN
fcis-12121	80	4	of	of	ADP
fcis-12121	80	5	daily	daily	ADJ
fcis-12121	80	6	fluid	fluid	ADJ
fcis-12121	80	7	figure	figure	NOUN
fcis-12121	80	8	4	4	NUM
fcis-12121	80	9	.	.	PUNCT
fcis-12121	81	1	the	the	DET
fcis-12121	81	2	prediction	prediction	NOUN
fcis-12121	81	3	results	result	NOUN
fcis-12121	81	4	of	of	ADP
fcis-12121	81	5	month	month	NOUN
fcis-12121	81	6	fluid	fluid	NOUN
fcis-12121	81	7	3	3	NUM
fcis-12121	81	8	.	.	PUNCT
fcis-12121	81	9	liquid	liquid	ADJ
fcis-12121	81	10	production	production	NOUN
fcis-12121	81	11	regulation	regulation	NOUN
fcis-12121	81	12	3.1	3.1	NUM
fcis-12121	81	13	.	.	PUNCT
fcis-12121	82	1	overall	overall	ADJ
fcis-12121	82	2	regulation	regulation	NOUN
fcis-12121	82	3	model	model	NOUN
fcis-12121	82	4	the	the	DET
fcis-12121	82	5	entire	entire	ADJ
fcis-12121	82	6	target	target	NOUN
fcis-12121	82	7	block	block	NOUN
fcis-12121	82	8	is	be	AUX
fcis-12121	82	9	regarded	regard	VERB
fcis-12121	82	10	as	as	ADP
fcis-12121	82	11	a	a	DET
fcis-12121	82	12	system	system	NOUN
fcis-12121	82	13	,	,	PUNCT
fcis-12121	82	14	with	with	ADP
fcis-12121	82	15	achieving	achieve	VERB
fcis-12121	82	16	the	the	DET
fcis-12121	82	17	target	target	NOUN
fcis-12121	82	18	liquid	liquid	ADJ
fcis-12121	82	19	production	production	NOUN
fcis-12121	82	20	as	as	ADP
fcis-12121	82	21	the	the	DET
fcis-12121	82	22	prerequisite	prerequisite	NOUN
fcis-12121	82	23	,	,	PUNCT
fcis-12121	82	24	the	the	DET
fcis-12121	82	25	minimum	minimum	ADJ
fcis-12121	82	26	average	average	ADJ
fcis-12121	82	27	water	water	NOUN
fcis-12121	82	28	content	content	NOUN
fcis-12121	82	29	of	of	ADP
fcis-12121	82	30	the	the	DET
fcis-12121	82	31	block	block	NOUN
fcis-12121	82	32	as	as	ADP
fcis-12121	82	33	the	the	DET
fcis-12121	82	34	training	training	NOUN
fcis-12121	82	35	goal	goal	NOUN
fcis-12121	82	36	,	,	PUNCT
fcis-12121	82	37	and	and	CCONJ
fcis-12121	82	38	the	the	DET
fcis-12121	82	39	oil	oil	NOUN
fcis-12121	82	40	production	production	NOUN
fcis-12121	82	41	of	of	ADP
fcis-12121	82	42	the	the	DET
fcis-12121	82	43	entire	entire	ADJ
fcis-12121	82	44	area	area	NOUN
fcis-12121	82	45	as	as	ADP
fcis-12121	82	46	the	the	DET
fcis-12121	82	47	constraint	constraint	NOUN
fcis-12121	82	48	condition	condition	NOUN
fcis-12121	82	49	.	.	PUNCT
fcis-12121	83	1	the	the	DET
fcis-12121	83	2	geological	geological	ADJ
fcis-12121	83	3	parameters	parameter	NOUN
fcis-12121	83	4	and	and	CCONJ
fcis-12121	83	5	operating	operate	VERB
fcis-12121	83	6	data	datum	NOUN
fcis-12121	83	7	of	of	ADP
fcis-12121	83	8	the	the	DET
fcis-12121	83	9	pumping	pumping	NOUN
fcis-12121	83	10	well	well	NOUN
fcis-12121	83	11	are	be	AUX
fcis-12121	83	12	analyzed	analyze	VERB
fcis-12121	83	13	as	as	ADP
fcis-12121	83	14	input	input	NOUN
fcis-12121	83	15	features	feature	NOUN
fcis-12121	83	16	,	,	PUNCT
fcis-12121	83	17	and	and	CCONJ
fcis-12121	83	18	deep	deep	ADJ
fcis-12121	83	19	learning	learning	NOUN
fcis-12121	83	20	algorithms	algorithm	NOUN
fcis-12121	83	21	are	be	AUX
fcis-12121	83	22	used	use	VERB
fcis-12121	83	23	for	for	ADP
fcis-12121	83	24	training	training	NOUN
fcis-12121	83	25	.	.	PUNCT
fcis-12121	84	1	the	the	DET
fcis-12121	84	2	optimal	optimal	ADJ
fcis-12121	84	3	results	result	NOUN
fcis-12121	84	4	of	of	ADP
fcis-12121	84	5	each	each	DET
fcis-12121	84	6	single	single	ADJ
fcis-12121	84	7	well	well	ADV
fcis-12121	84	8	in	in	ADP
fcis-12121	84	9	the	the	DET
fcis-12121	84	10	trained	train	VERB
fcis-12121	84	11	block	block	NOUN
fcis-12121	84	12	correspond	correspond	VERB
fcis-12121	84	13	to	to	ADP
fcis-12121	84	14	the	the	DET
fcis-12121	84	15	liquid	liquid	ADJ
fcis-12121	84	16	production	production	NOUN
fcis-12121	84	17	of	of	ADP
fcis-12121	84	18	the	the	DET
fcis-12121	84	19	single	single	ADJ
fcis-12121	84	20	well	well	ADV
fcis-12121	84	21	as	as	ADP
fcis-12121	84	22	the	the	DET
fcis-12121	84	23	ultimate	ultimate	ADJ
fcis-12121	84	24	control	control	NOUN
fcis-12121	84	25	parameter	parameter	NOUN
fcis-12121	84	26	.	.	PUNCT
fcis-12121	85	1	among	among	ADP
fcis-12121	85	2	them	they	PRON
fcis-12121	85	3	,	,	PUNCT
fcis-12121	85	4	seven	seven	NUM
fcis-12121	85	5	geological	geological	ADJ
fcis-12121	85	6	parameters	parameter	NOUN
fcis-12121	85	7	that	that	PRON
fcis-12121	85	8	are	be	AUX
fcis-12121	85	9	highly	highly	ADV
fcis-12121	85	10	correlated	correlate	VERB
fcis-12121	85	11	with	with	ADP
fcis-12121	85	12	liquid	liquid	ADJ
fcis-12121	85	13	production	production	NOUN
fcis-12121	85	14	are	be	AUX
fcis-12121	85	15	selected	select	VERB
fcis-12121	85	16	,	,	PUNCT
fcis-12121	85	17	including	include	VERB
fcis-12121	85	18	the	the	DET
fcis-12121	85	19	thickness	thickness	NOUN
fcis-12121	85	20	of	of	ADP
fcis-12121	85	21	perforated	perforated	ADJ
fcis-12121	85	22	sandstone	sandstone	NOUN
fcis-12121	85	23	,	,	PUNCT
fcis-12121	85	24	effective	effective	ADJ
fcis-12121	85	25	thickness	thickness	NOUN
fcis-12121	85	26	of	of	ADP
fcis-12121	85	27	perforated	perforated	ADJ
fcis-12121	85	28	sandstone	sandstone	NOUN
fcis-12121	85	29	,	,	PUNCT
fcis-12121	85	30	formation	formation	NOUN
fcis-12121	85	31	coefficient	coefficient	NOUN
fcis-12121	85	32	,	,	PUNCT
fcis-12121	85	33	thickness	thickness	NOUN
fcis-12121	85	34	of	of	ADP
fcis-12121	85	35	perforated	perforated	ADJ
fcis-12121	85	36	sandstone	sandstone	NOUN
fcis-12121	85	37	for	for	ADP
fcis-12121	85	38	water	water	NOUN
fcis-12121	85	39	wells	well	NOUN
fcis-12121	85	40	,	,	PUNCT
fcis-12121	85	41	effective	effective	ADJ
fcis-12121	85	42	thickness	thickness	NOUN
fcis-12121	85	43	of	of	ADP
fcis-12121	85	44	perforated	perforated	ADJ
fcis-12121	85	45	sandstone	sandstone	NOUN
fcis-12121	85	46	for	for	ADP
fcis-12121	85	47	connected	connected	ADJ
fcis-12121	85	48	water	water	NOUN
fcis-12121	85	49	wells	well	NOUN
fcis-12121	85	50	,	,	PUNCT
fcis-12121	85	51	thickness	thickness	NOUN
fcis-12121	85	52	of	of	ADP
fcis-12121	85	53	sandstone	sandstone	NOUN
fcis-12121	85	54	for	for	ADP
fcis-12121	85	55	oil	oil	NOUN
fcis-12121	85	56	water	water	NOUN
fcis-12121	85	57	wells	well	NOUN
fcis-12121	85	58	,	,	PUNCT
fcis-12121	85	59	and	and	CCONJ
fcis-12121	85	60	effective	effective	ADJ
fcis-12121	85	61	thickness	thickness	NOUN
fcis-12121	85	62	of	of	ADP
fcis-12121	85	63	connected	connected	ADJ
fcis-12121	85	64	oil	oil	NOUN
fcis-12121	85	65	water	water	NOUN
fcis-12121	85	66	wells	well	NOUN
fcis-12121	85	67	.	.	PUNCT
fcis-12121	86	1	this	this	DET
fcis-12121	86	2	section	section	NOUN
fcis-12121	86	3	changes	change	VERB
fcis-12121	86	4	the	the	DET
fcis-12121	86	5	input	input	NOUN
fcis-12121	86	6	mode	mode	NOUN
fcis-12121	86	7	of	of	ADP
fcis-12121	86	8	the	the	DET
fcis-12121	86	9	lstm	lstm	ADJ
fcis-12121	86	10	algorithm	algorithm	NOUN
fcis-12121	86	11	to	to	PART
fcis-12121	86	12	fix	fix	VERB
fcis-12121	86	13	a	a	DET
fcis-12121	86	14	certain	certain	ADJ
fcis-12121	86	15	time	time	NOUN
fcis-12121	86	16	(	(	PUNCT
fcis-12121	86	17	may	may	NOUN
fcis-12121	86	18	2022	2022	NUM
fcis-12121	86	19	)	)	PUNCT
fcis-12121	86	20	,	,	PUNCT
fcis-12121	86	21	without	without	ADP
fcis-12121	86	22	considering	consider	VERB
fcis-12121	86	23	temporal	temporal	ADJ
fcis-12121	86	24	continuity	continuity	NOUN
fcis-12121	86	25	.	.	PUNCT
fcis-12121	87	1	the	the	DET
fcis-12121	87	2	model	model	NOUN
fcis-12121	87	3	inputs	input	VERB
fcis-12121	87	4	the	the	DET
fcis-12121	87	5	geological	geological	ADJ
fcis-12121	87	6	parameters	parameter	NOUN
fcis-12121	87	7	corresponding	correspond	VERB
fcis-12121	87	8	to	to	ADP
fcis-12121	87	9	a	a	DET
fcis-12121	87	10	single	single	ADJ
fcis-12121	87	11	well	well	NOUN
fcis-12121	87	12	,	,	PUNCT
fcis-12121	87	13	and	and	CCONJ
fcis-12121	87	14	outputs	output	VERB
fcis-12121	87	15	the	the	DET
fcis-12121	87	16	monthly	monthly	ADJ
fcis-12121	87	17	oil	oil	NOUN
fcis-12121	87	18	production	production	NOUN
fcis-12121	87	19	of	of	ADP
fcis-12121	87	20	that	that	DET
fcis-12121	87	21	well	well	NOUN
fcis-12121	87	22	.	.	PUNCT
fcis-12121	88	1	figure	figure	NOUN
fcis-12121	88	2	5	5	NUM
fcis-12121	88	3	.	.	PUNCT
fcis-12121	88	4	regulatory	regulatory	ADJ
fcis-12121	88	5	training	training	NOUN
fcis-12121	88	6	results	result	NOUN
fcis-12121	88	7	by	by	ADP
fcis-12121	88	8	re	re	VERB
fcis-12121	88	9	inputting	inputte	VERB
fcis-12121	88	10	geological	geological	ADJ
fcis-12121	88	11	parameters	parameter	NOUN
fcis-12121	88	12	into	into	ADP
fcis-12121	88	13	the	the	DET
fcis-12121	88	14	control	control	NOUN
fcis-12121	88	15	model	model	NOUN
fcis-12121	88	16	,	,	PUNCT
fcis-12121	88	17	the	the	DET
fcis-12121	88	18	training	training	NOUN
fcis-12121	88	19	results	result	NOUN
fcis-12121	88	20	considering	consider	VERB
fcis-12121	88	21	the	the	DET
fcis-12121	88	22	connections	connection	NOUN
fcis-12121	88	23	between	between	ADP
fcis-12121	88	24	individual	individual	ADJ
fcis-12121	88	25	wells	well	NOUN
fcis-12121	88	26	within	within	ADP
fcis-12121	88	27	the	the	DET
fcis-12121	88	28	block	block	NOUN
fcis-12121	88	29	are	be	AUX
fcis-12121	88	30	obtained	obtain	VERB
fcis-12121	88	31	.	.	PUNCT
fcis-12121	89	1	the	the	DET
fcis-12121	89	2	training	training	NOUN
fcis-12121	89	3	results	result	NOUN
fcis-12121	89	4	for	for	ADP
fcis-12121	89	5	may	may	PROPN
fcis-12121	89	6	2022	2022	NUM
fcis-12121	89	7	are	be	AUX
fcis-12121	89	8	only	only	ADV
fcis-12121	89	9	shown	show	VERB
fcis-12121	89	10	in	in	ADP
fcis-12121	89	11	figure	figure	NOUN
fcis-12121	89	12	5	5	NUM
fcis-12121	89	13	,	,	PUNCT
fcis-12121	89	14	but	but	CCONJ
fcis-12121	89	15	this	this	DET
fcis-12121	89	16	result	result	NOUN
fcis-12121	89	17	can	can	AUX
fcis-12121	89	18	not	not	PART
fcis-12121	89	19	be	be	AUX
fcis-12121	89	20	directly	directly	ADV
fcis-12121	89	21	used	use	VERB
fcis-12121	89	22	as	as	ADP
fcis-12121	89	23	a	a	DET
fcis-12121	89	24	control	control	NOUN
fcis-12121	89	25	quantity	quantity	NOUN
fcis-12121	89	26	and	and	CCONJ
fcis-12121	89	27	further	further	ADJ
fcis-12121	89	28	judgment	judgment	NOUN
fcis-12121	89	29	and	and	CCONJ
fcis-12121	89	30	analysis	analysis	NOUN
fcis-12121	89	31	correction	correction	NOUN
fcis-12121	89	32	are	be	AUX
fcis-12121	89	33	needed	need	VERB
fcis-12121	89	34	.	.	PUNCT
fcis-12121	90	1	3.2	3.2	NUM
fcis-12121	90	2	.	.	PUNCT
fcis-12121	90	3	adjustment	adjustment	NOUN
fcis-12121	90	4	of	of	ADP
fcis-12121	90	5	block	block	NOUN
fcis-12121	90	6	liquid	liquid	ADJ
fcis-12121	90	7	production	production	NOUN
fcis-12121	90	8	distribution	distribution	NOUN
fcis-12121	90	9	the	the	DET
fcis-12121	90	10	predicted	predict	VERB
fcis-12121	90	11	liquid	liquid	ADJ
fcis-12121	90	12	and	and	CCONJ
fcis-12121	90	13	oil	oil	NOUN
fcis-12121	90	14	production	production	NOUN
fcis-12121	90	15	from	from	ADP
fcis-12121	90	16	section	section	NOUN
fcis-12121	90	17	2.3	2.3	NUM
fcis-12121	90	18	can	can	AUX
fcis-12121	90	19	obtain	obtain	VERB
fcis-12121	90	20	the	the	DET
fcis-12121	90	21	water	water	NOUN
fcis-12121	90	22	content	content	NOUN
fcis-12121	90	23	of	of	ADP
fcis-12121	90	24	a	a	DET
fcis-12121	90	25	single	single	ADJ
fcis-12121	90	26	well	well	NOUN
fcis-12121	90	27	,	,	PUNCT
fcis-12121	90	28	and	and	CCONJ
fcis-12121	90	29	then	then	ADV
fcis-12121	90	30	calculate	calculate	VERB
fcis-12121	90	31	the	the	DET
fcis-12121	90	32	water	water	NOUN
fcis-12121	90	33	content	content	NOUN
fcis-12121	90	34	of	of	ADP
fcis-12121	90	35	the	the	DET
fcis-12121	90	36	block	block	NOUN
fcis-12121	90	37	.	.	PUNCT
fcis-12121	91	1	define	define	VERB
fcis-12121	91	2	the	the	DET
fcis-12121	91	3	direction	direction	NOUN
fcis-12121	91	4	of	of	ADP
fcis-12121	91	5	liquid	liquid	ADJ
fcis-12121	91	6	production	production	NOUN
fcis-12121	91	7	control	control	NOUN
fcis-12121	91	8	,	,	PUNCT
fcis-12121	91	9	mark	mark	VERB
fcis-12121	91	10	that	that	SCONJ
fcis-12121	91	11	the	the	DET
fcis-12121	91	12	water	water	NOUN
fcis-12121	91	13	content	content	NOUN
fcis-12121	91	14	of	of	ADP
fcis-12121	91	15	a	a	DET
fcis-12121	91	16	single	single	ADJ
fcis-12121	91	17	well	well	NOUN
fcis-12121	91	18	exceeds	exceed	VERB
fcis-12121	91	19	the	the	DET
fcis-12121	91	20	average	average	ADJ
fcis-12121	91	21	water	water	NOUN
fcis-12121	91	22	content	content	NOUN
fcis-12121	91	23	of	of	ADP
fcis-12121	91	24	the	the	DET
fcis-12121	91	25	block	block	NOUN
fcis-12121	91	26	,	,	PUNCT
fcis-12121	91	27	and	and	CCONJ
fcis-12121	91	28	lower	lower	VERB
fcis-12121	91	29	the	the	DET
fcis-12121	91	30	liquid	liquid	ADJ
fcis-12121	91	31	production	production	NOUN
fcis-12121	91	32	;	;	PUNCT
fcis-12121	91	33	the	the	DET
fcis-12121	91	34	water	water	NOUN
fcis-12121	91	35	content	content	NOUN
fcis-12121	91	36	of	of	ADP
fcis-12121	91	37	a	a	DET
fcis-12121	91	38	single	single	ADJ
fcis-12121	91	39	well	well	NOUN
fcis-12121	91	40	is	be	AUX
fcis-12121	91	41	lower	low	ADJ
fcis-12121	91	42	than	than	ADP
fcis-12121	91	43	the	the	DET
fcis-12121	91	44	average	average	ADJ
fcis-12121	91	45	water	water	NOUN
fcis-12121	91	46	content	content	NOUN
fcis-12121	91	47	of	of	ADP
fcis-12121	91	48	the	the	DET
fcis-12121	91	49	block	block	NOUN
fcis-12121	91	50	,	,	PUNCT
fcis-12121	91	51	resulting	result	VERB
fcis-12121	91	52	in	in	ADP
fcis-12121	91	53	an	an	DET
fcis-12121	91	54	increase	increase	NOUN
fcis-12121	91	55	in	in	ADP
fcis-12121	91	56	liquid	liquid	ADJ
fcis-12121	91	57	production	production	NOUN
fcis-12121	91	58	.	.	PUNCT
fcis-12121	92	1	secondly	secondly	ADV
fcis-12121	92	2	,	,	PUNCT
fcis-12121	92	3	in	in	ADP
fcis-12121	92	4	order	order	NOUN
fcis-12121	92	5	to	to	PART
fcis-12121	92	6	balance	balance	VERB
fcis-12121	92	7	the	the	DET
fcis-12121	92	8	water	water	NOUN
fcis-12121	92	9	content	content	NOUN
fcis-12121	92	10	and	and	CCONJ
fcis-12121	92	11	geological	geological	ADJ
fcis-12121	92	12	parameters	parameter	NOUN
fcis-12121	92	13	of	of	ADP
fcis-12121	92	14	a	a	DET
fcis-12121	92	15	single	single	ADJ
fcis-12121	92	16	well	well	NOUN
fcis-12121	92	17	,	,	PUNCT
fcis-12121	92	18	the	the	DET
fcis-12121	92	19	control	control	NOUN
fcis-12121	92	20	result	result	NOUN
fcis-12121	92	21	is	be	AUX
fcis-12121	92	22	taken	take	VERB
fcis-12121	92	23	as	as	ADP
fcis-12121	92	24	the	the	DET
fcis-12121	92	25	control	control	NOUN
fcis-12121	92	26	quantity	quantity	NOUN
fcis-12121	92	27	,	,	PUNCT
fcis-12121	92	28	which	which	PRON
fcis-12121	92	29	is	be	AUX
fcis-12121	92	30	an	an	DET
fcis-12121	92	31	effective	effective	ADJ
fcis-12121	92	32	control	control	NOUN
fcis-12121	92	33	quantity	quantity	NOUN
fcis-12121	92	34	;	;	PUNCT
fcis-12121	92	35	if	if	SCONJ
fcis-12121	92	36	the	the	DET
fcis-12121	92	37	regulation	regulation	NOUN
fcis-12121	92	38	results	result	NOUN
fcis-12121	92	39	are	be	AUX
fcis-12121	92	40	positive	positive	ADJ
fcis-12121	92	41	or	or	CCONJ
fcis-12121	92	42	negative	negative	ADJ
fcis-12121	92	43	and	and	CCONJ
fcis-12121	92	44	opposite	opposite	ADJ
fcis-12121	92	45	to	to	ADP
fcis-12121	92	46	the	the	DET
fcis-12121	92	47	marker	marker	NOUN
fcis-12121	92	48	,	,	PUNCT
fcis-12121	92	49	the	the	DET
fcis-12121	92	50	average	average	ADJ
fcis-12121	92	51	value	value	NOUN
fcis-12121	92	52	of	of	ADP
fcis-12121	92	53	effective	effective	ADJ
fcis-12121	92	54	regulation	regulation	NOUN
fcis-12121	92	55	in	in	ADP
fcis-12121	92	56	the	the	DET
fcis-12121	92	57	direction	direction	NOUN
fcis-12121	92	58	of	of	ADP
fcis-12121	92	59	the	the	DET
fcis-12121	92	60	marker	marker	NOUN
fcis-12121	92	61	will	will	AUX
fcis-12121	92	62	be	be	AUX
fcis-12121	92	63	used	use	VERB
fcis-12121	92	64	as	as	ADP
fcis-12121	92	65	the	the	DET
fcis-12121	92	66	regulation	regulation	NOUN
fcis-12121	92	67	amount	amount	NOUN
fcis-12121	92	68	for	for	ADP
fcis-12121	92	69	a	a	DET
fcis-12121	92	70	single	single	ADJ
fcis-12121	92	71	well	well	NOUN
fcis-12121	92	72	.	.	PUNCT
fcis-12121	93	1	after	after	ADP
fcis-12121	93	2	determining	determine	VERB
fcis-12121	93	3	the	the	DET
fcis-12121	93	4	specific	specific	ADJ
fcis-12121	93	5	regulatory	regulatory	ADJ
fcis-12121	93	6	amount	amount	NOUN
fcis-12121	93	7	,	,	PUNCT
fcis-12121	93	8	the	the	DET
fcis-12121	93	9	data	datum	NOUN
fcis-12121	93	10	still	still	ADV
fcis-12121	93	11	needs	need	VERB
fcis-12121	93	12	to	to	PART
fcis-12121	93	13	be	be	AUX
fcis-12121	93	14	adjusted	adjust	VERB
fcis-12121	93	15	for	for	ADP
fcis-12121	93	16	negative	negative	ADJ
fcis-12121	93	17	numbers	number	NOUN
fcis-12121	93	18	and	and	CCONJ
fcis-12121	93	19	overall	overall	ADJ
fcis-12121	93	20	liquid	liquid	ADJ
fcis-12121	93	21	production	production	NOUN
fcis-12121	93	22	.	.	PUNCT
fcis-12121	94	1	the	the	DET
fcis-12121	94	2	data	data	NOUN
fcis-12121	94	3	processing	processing	NOUN
fcis-12121	94	4	process	process	NOUN
fcis-12121	94	5	is	be	AUX
fcis-12121	94	6	shown	show	VERB
fcis-12121	94	7	in	in	ADP
fcis-12121	94	8	table	table	NOUN
fcis-12121	94	9	3	3	NUM
fcis-12121	94	10	.	.	PUNCT
fcis-12121	95	1	the	the	DET
fcis-12121	95	2	predicted	predict	VERB
fcis-12121	95	3	value	value	NOUN
fcis-12121	95	4	is	be	AUX
fcis-12121	95	5	added	add	VERB
fcis-12121	95	6	to	to	ADP
fcis-12121	95	7	the	the	DET
fcis-12121	95	8	final	final	ADJ
fcis-12121	95	9	variable	variable	NOUN
fcis-12121	95	10	to	to	PART
fcis-12121	95	11	obtain	obtain	VERB
fcis-12121	95	12	the	the	DET
fcis-12121	95	13	intermediate	intermediate	ADJ
fcis-12121	95	14	control	control	NOUN
fcis-12121	95	15	value	value	NOUN
fcis-12121	95	16	.	.	PUNCT
fcis-12121	96	1	the	the	DET
fcis-12121	96	2	negative	negative	ADJ
fcis-12121	96	3	value	value	NOUN
fcis-12121	96	4	of	of	ADP
fcis-12121	96	5	the	the	DET
fcis-12121	96	6	intermediate	intermediate	ADJ
fcis-12121	96	7	control	control	NOUN
fcis-12121	96	8	value	value	NOUN
fcis-12121	96	9	is	be	AUX
fcis-12121	96	10	replaced	replace	VERB
fcis-12121	96	11	with	with	ADP
fcis-12121	96	12	0	0	NUM
fcis-12121	96	13	,	,	PUNCT
fcis-12121	96	14	and	and	CCONJ
fcis-12121	96	15	then	then	ADV
fcis-12121	96	16	scaled	scale	VERB
fcis-12121	96	17	proportionally	proportionally	ADV
fcis-12121	96	18	to	to	ADP
fcis-12121	96	19	the	the	DET
fcis-12121	96	20	predicted	predict	VERB
fcis-12121	96	21	monthly	monthly	ADJ
fcis-12121	96	22	oil	oil	NOUN
fcis-12121	96	23	production	production	NOUN
fcis-12121	96	24	value	value	NOUN
fcis-12121	96	25	of	of	ADP
fcis-12121	96	26	the	the	DET
fcis-12121	96	27	block	block	NOUN
fcis-12121	96	28	to	to	PART
fcis-12121	96	29	obtain	obtain	VERB
fcis-12121	96	30	the	the	DET
fcis-12121	96	31	final	final	ADJ
fcis-12121	96	32	control	control	NOUN
fcis-12121	96	33	value	value	NOUN
fcis-12121	96	34	.	.	PUNCT
fcis-12121	97	1	table	table	NOUN
fcis-12121	97	2	3	3	NUM
fcis-12121	97	3	.	.	PUNCT
fcis-12121	98	1	processing	processing	NOUN
fcis-12121	98	2	of	of	ADP
fcis-12121	98	3	liquid	liquid	ADJ
fcis-12121	98	4	production	production	NOUN
fcis-12121	98	5	control	control	NOUN
fcis-12121	98	6	data	datum	NOUN
fcis-12121	98	7	well	well	INTJ
fcis-12121	98	8	no	no	DET
fcis-12121	98	9	predictive	predictive	ADJ
fcis-12121	98	10	value	value	NOUN
fcis-12121	98	11	regulatory	regulatory	ADJ
fcis-12121	98	12	value	value	NOUN
fcis-12121	98	13	regulatory	regulatory	ADJ
fcis-12121	98	14	direction	direction	NOUN
fcis-12121	98	15	final	final	ADJ
fcis-12121	98	16	change	change	NOUN
fcis-12121	98	17	amount	amount	NOUN
fcis-12121	98	18	intermediate	intermediate	ADJ
fcis-12121	98	19	regulation	regulation	NOUN
fcis-12121	98	20	value	value	NOUN
fcis-12121	98	21	(	(	PUNCT
fcis-12121	98	22	sum	sum	NOUN
fcis-12121	98	23	)	)	PUNCT
fcis-12121	98	24	intermediate	intermediate	ADJ
fcis-12121	98	25	regulation	regulation	NOUN
fcis-12121	98	26	value	value	NOUN
fcis-12121	98	27	(	(	PUNCT
fcis-12121	98	28	de	de	X
fcis-12121	98	29	negative	negative	ADJ
fcis-12121	98	30	)	)	PUNCT
fcis-12121	98	31	final	final	ADJ
fcis-12121	98	32	control	control	NOUN
fcis-12121	98	33	value	value	NOUN
fcis-12121	98	34	(	(	PUNCT
fcis-12121	98	35	scaling	scaling	NOUN
fcis-12121	98	36	)	)	PUNCT
fcis-12121	98	37	well	well	ADV
fcis-12121	98	38	11	11	NUM
fcis-12121	98	39	814.08	814.08	NUM
fcis-12121	98	40	276.46	276.46	NUM
fcis-12121	98	41	downregulation	downregulation	NOUN
fcis-12121	98	42	-537.62	-537.62	PROPN
fcis-12121	98	43	276.46	276.46	NUM
fcis-12121	98	44	276.46	276.46	NUM
fcis-12121	98	45	327.79	327.79	NUM
fcis-12121	98	46	well	well	NOUN
fcis-12121	98	47	12	12	NUM
fcis-12121	98	48	306.39	306.39	NUM
fcis-12121	98	49	353.95	353.95	NUM
fcis-12121	98	50	downregulation	downregulation	NOUN
fcis-12121	98	51	-320.55	-320.55	PROPN
fcis-12121	98	52	-14.16	-14.16	ADP
fcis-12121	98	53	0.00	0.00	NUM
fcis-12121	98	54	0.00	0.00	NUM
fcis-12121	98	55	well	well	NOUN
fcis-12121	98	56	13	13	NUM
fcis-12121	98	57	248.68	248.68	NUM
fcis-12121	98	58	502.45	502.45	NUM
fcis-12121	98	59	downregulation	downregulation	NOUN
fcis-12121	98	60	-320.55	-320.55	PROPN
fcis-12121	98	61	-71.86	-71.86	PUNCT
fcis-12121	98	62	0.00	0.00	NUM
fcis-12121	98	63	0.00	0.00	NUM
fcis-12121	98	64	well	well	NOUN
fcis-12121	98	65	14	14	NUM
fcis-12121	98	66	1019.61	1019.61	NUM
fcis-12121	98	67	1083.84	1083.84	NUM
fcis-12121	98	68	incoherent	incoherent	ADJ
fcis-12121	98	69	0.00	0.00	NUM
fcis-12121	98	70	1019.61	1019.61	NUM
fcis-12121	98	71	1019.61	1019.61	NUM
fcis-12121	98	72	1208.94	1208.94	NUM
fcis-12121	98	73	well	well	NOUN
fcis-12121	98	74	15	15	NUM
fcis-12121	98	75	357.92	357.92	NUM
fcis-12121	98	76	310.81	310.81	NUM
fcis-12121	98	77	downregulation	downregulation	NOUN
fcis-12121	98	78	-47.11	-47.11	PROPN
fcis-12121	98	79	310.81	310.81	NUM
fcis-12121	98	80	310.81	310.81	NUM
fcis-12121	98	81	368.53	368.53	NUM
fcis-12121	98	82	well	well	NOUN
fcis-12121	98	83	16	16	NUM
fcis-12121	98	84	1099.60	1099.60	NUM
fcis-12121	98	85	980.26	980.26	NUM
fcis-12121	98	86	up	up	ADP
fcis-12121	98	87	-	-	PUNCT
fcis-12121	98	88	regulation	regulation	NOUN
fcis-12121	98	89	171.13	171.13	NUM
fcis-12121	98	90	1270.72	1270.72	NUM
fcis-12121	98	91	1270.72	1270.72	NUM
fcis-12121	98	92	1506.68	1506.68	NUM
fcis-12121	98	93	well	well	ADV
fcis-12121	98	94	17	17	NUM
fcis-12121	98	95	1453.75	1453.75	NUM
fcis-12121	98	96	316.24	316.24	NUM
fcis-12121	98	97	downregulation	downregulation	NOUN
fcis-12121	98	98	-1137.51	-1137.51	PROPN
fcis-12121	98	99	316.24	316.24	NUM
fcis-12121	98	100	316.24	316.24	NUM
fcis-12121	98	101	374.97	374.97	NUM
fcis-12121	98	102	well	well	NOUN
fcis-12121	98	103	18	18	NUM
fcis-12121	98	104	407.28	407.28	NUM
fcis-12121	98	105	289.83	289.83	NUM
fcis-12121	98	106	up	up	ADP
fcis-12121	98	107	-	-	PUNCT
fcis-12121	98	108	regulation	regulation	NOUN
fcis-12121	98	109	171.13	171.13	NUM
fcis-12121	98	110	578.41	578.41	NUM
fcis-12121	98	111	578.41	578.41	NUM
fcis-12121	98	112	685.81	685.81	NUM
fcis-12121	98	113	well	well	NOUN
fcis-12121	98	114	19	19	NUM
fcis-12121	98	115	480.14	480.14	NUM
fcis-12121	98	116	264.18	264.18	NUM
fcis-12121	98	117	downregulation	downregulation	NOUN
fcis-12121	98	118	-215.96	-215.96	PROPN
fcis-12121	98	119	264.18	264.18	NUM
fcis-12121	98	120	264.18	264.18	NUM
fcis-12121	98	121	313.23	313.23	NUM
fcis-12121	98	122	well	well	NOUN
fcis-12121	98	123	20	20	NUM
fcis-12121	98	124	2019.79	2019.79	NUM
fcis-12121	98	125	1157.17	1157.17	NUM
fcis-12121	98	126	downregulation	downregulation	NOUN
fcis-12121	98	127	-862.62	-862.62	PROPN
fcis-12121	98	128	1157.17	1157.17	NUM
fcis-12121	98	129	1157.17	1157.17	NUM
fcis-12121	98	130	1372.05	1372.05	NUM
fcis-12121	98	131	4	4	NUM
fcis-12121	98	132	3.3	3.3	NUM
fcis-12121	98	133	.	.	PUNCT
fcis-12121	99	1	stroke	stroke	NOUN
fcis-12121	99	2	and	and	CCONJ
fcis-12121	99	3	frequency	frequency	PROPN
fcis-12121	99	4	control	control	NOUN
fcis-12121	99	5	figure	figure	NOUN
fcis-12121	99	6	6	6	NUM
fcis-12121	99	7	.	.	PUNCT
fcis-12121	100	1	analysis	analysis	NOUN
fcis-12121	100	2	model	model	NOUN
fcis-12121	100	3	of	of	ADP
fcis-12121	100	4	stroke	stroke	NOUN
fcis-12121	100	5	and	and	CCONJ
fcis-12121	100	6	frequency	frequency	NOUN
fcis-12121	100	7	law	law	NOUN
fcis-12121	100	8	the	the	DET
fcis-12121	100	9	analysis	analysis	NOUN
fcis-12121	100	10	model	model	NOUN
fcis-12121	100	11	for	for	ADP
fcis-12121	100	12	the	the	DET
fcis-12121	100	13	relationship	relationship	NOUN
fcis-12121	100	14	between	between	ADP
fcis-12121	100	15	stroke	stroke	NOUN
fcis-12121	100	16	and	and	CCONJ
fcis-12121	100	17	frequency	frequency	NOUN
fcis-12121	100	18	and	and	CCONJ
fcis-12121	100	19	liquid	liquid	ADJ
fcis-12121	100	20	production	production	NOUN
fcis-12121	100	21	is	be	AUX
fcis-12121	100	22	shown	show	VERB
fcis-12121	100	23	in	in	ADP
fcis-12121	100	24	figure	figure	NOUN
fcis-12121	100	25	6	6	NUM
fcis-12121	100	26	,	,	PUNCT
fcis-12121	100	27	which	which	PRON
fcis-12121	100	28	is	be	AUX
fcis-12121	100	29	a	a	DET
fcis-12121	100	30	three	three	NUM
fcis-12121	100	31	-	-	PUNCT
fcis-12121	100	32	layer	layer	NOUN
fcis-12121	100	33	bp	bp	PROPN
fcis-12121	100	34	neural	neural	ADJ
fcis-12121	100	35	network	network	NOUN
fcis-12121	100	36	with	with	ADP
fcis-12121	100	37	56	56	NUM
fcis-12121	100	38	,	,	PUNCT
fcis-12121	100	39	56	56	NUM
fcis-12121	100	40	,	,	PUNCT
fcis-12121	100	41	and	and	CCONJ
fcis-12121	100	42	2	2	NUM
fcis-12121	100	43	neurons	neuron	NOUN
fcis-12121	100	44	per	per	ADP
fcis-12121	100	45	layer	layer	NOUN
fcis-12121	100	46	.	.	PUNCT
fcis-12121	101	1	the	the	DET
fcis-12121	101	2	liquid	liquid	ADJ
fcis-12121	101	3	production	production	NOUN
fcis-12121	101	4	in	in	ADP
fcis-12121	101	5	historical	historical	ADJ
fcis-12121	101	6	data	datum	NOUN
fcis-12121	101	7	is	be	AUX
fcis-12121	101	8	used	use	VERB
fcis-12121	101	9	as	as	ADP
fcis-12121	101	10	the	the	DET
fcis-12121	101	11	input	input	NOUN
fcis-12121	101	12	parameter	parameter	NOUN
fcis-12121	101	13	of	of	ADP
fcis-12121	101	14	the	the	DET
fcis-12121	101	15	bp	bp	PROPN
fcis-12121	101	16	neural	neural	ADJ
fcis-12121	101	17	network	network	NOUN
fcis-12121	101	18	,	,	PUNCT
fcis-12121	101	19	and	and	CCONJ
fcis-12121	101	20	the	the	DET
fcis-12121	101	21	stroke	stroke	NOUN
fcis-12121	101	22	and	and	CCONJ
fcis-12121	101	23	frequency	frequency	NOUN
fcis-12121	101	24	number	number	NOUN
fcis-12121	101	25	are	be	AUX
fcis-12121	101	26	used	use	VERB
fcis-12121	101	27	as	as	ADP
fcis-12121	101	28	validation	validation	NOUN
fcis-12121	101	29	.	.	PUNCT
fcis-12121	102	1	the	the	DET
fcis-12121	102	2	predicted	predict	VERB
fcis-12121	102	3	value	value	NOUN
fcis-12121	102	4	obtained	obtain	VERB
fcis-12121	102	5	from	from	ADP
fcis-12121	102	6	each	each	DET
fcis-12121	102	7	round	round	NOUN
fcis-12121	102	8	of	of	ADP
fcis-12121	102	9	training	training	NOUN
fcis-12121	102	10	is	be	AUX
fcis-12121	102	11	compared	compare	VERB
fcis-12121	102	12	with	with	ADP
fcis-12121	102	13	the	the	DET
fcis-12121	102	14	stroke	stroke	NOUN
fcis-12121	102	15	and	and	CCONJ
fcis-12121	102	16	frequency	frequency	NOUN
fcis-12121	102	17	number	number	NOUN
fcis-12121	102	18	corresponding	correspond	VERB
fcis-12121	102	19	to	to	ADP
fcis-12121	102	20	the	the	DET
fcis-12121	102	21	liquid	liquid	ADJ
fcis-12121	102	22	production	production	NOUN
fcis-12121	102	23	,	,	PUNCT
fcis-12121	102	24	and	and	CCONJ
fcis-12121	102	25	the	the	DET
fcis-12121	102	26	network	network	NOUN
fcis-12121	102	27	parameters	parameter	NOUN
fcis-12121	102	28	are	be	AUX
fcis-12121	102	29	changed	change	VERB
fcis-12121	102	30	to	to	PART
fcis-12121	102	31	summarize	summarize	VERB
fcis-12121	102	32	the	the	DET
fcis-12121	102	33	relationship	relationship	NOUN
fcis-12121	102	34	between	between	ADP
fcis-12121	102	35	the	the	DET
fcis-12121	102	36	liquid	liquid	ADJ
fcis-12121	102	37	production	production	NOUN
fcis-12121	102	38	and	and	CCONJ
fcis-12121	102	39	stroke	stroke	NOUN
fcis-12121	102	40	and	and	CCONJ
fcis-12121	102	41	frequency	frequency	NOUN
fcis-12121	102	42	number	number	NOUN
fcis-12121	102	43	in	in	ADP
fcis-12121	102	44	the	the	DET
fcis-12121	102	45	bp	bp	PROPN
fcis-12121	102	46	neural	neural	ADJ
fcis-12121	102	47	network	network	NOUN
fcis-12121	102	48	.	.	PUNCT
fcis-12121	103	1	input	input	VERB
fcis-12121	103	2	the	the	DET
fcis-12121	103	3	liquid	liquid	ADJ
fcis-12121	103	4	production	production	NOUN
fcis-12121	103	5	obtained	obtain	VERB
fcis-12121	103	6	through	through	ADP
fcis-12121	103	7	regulation	regulation	NOUN
fcis-12121	103	8	into	into	ADP
fcis-12121	103	9	the	the	DET
fcis-12121	103	10	trained	train	VERB
fcis-12121	103	11	model	model	NOUN
fcis-12121	103	12	to	to	PART
fcis-12121	103	13	obtain	obtain	VERB
fcis-12121	103	14	stroke	stroke	NOUN
fcis-12121	103	15	and	and	CCONJ
fcis-12121	103	16	frequency	frequency	NOUN
fcis-12121	103	17	prediction	prediction	NOUN
fcis-12121	103	18	data	datum	NOUN
fcis-12121	103	19	.	.	PUNCT
fcis-12121	104	1	taking	take	VERB
fcis-12121	104	2	some	some	DET
fcis-12121	104	3	data	datum	NOUN
fcis-12121	104	4	from	from	ADP
fcis-12121	104	5	may	may	PROPN
fcis-12121	104	6	2022	2022	NUM
fcis-12121	104	7	as	as	ADP
fcis-12121	104	8	an	an	DET
fcis-12121	104	9	example	example	NOUN
fcis-12121	104	10	,	,	PUNCT
fcis-12121	104	11	due	due	ADP
fcis-12121	104	12	to	to	ADP
fcis-12121	104	13	certain	certain	ADJ
fcis-12121	104	14	limitations	limitation	NOUN
fcis-12121	104	15	on	on	ADP
fcis-12121	104	16	the	the	DET
fcis-12121	104	17	stroke	stroke	NOUN
fcis-12121	104	18	and	and	CCONJ
fcis-12121	104	19	frequency	frequency	NOUN
fcis-12121	104	20	of	of	ADP
fcis-12121	104	21	the	the	DET
fcis-12121	104	22	well	well	ADJ
fcis-12121	104	23	group	group	NOUN
fcis-12121	104	24	,	,	PUNCT
fcis-12121	104	25	the	the	DET
fcis-12121	104	26	original	original	ADJ
fcis-12121	104	27	stroke	stroke	NOUN
fcis-12121	104	28	of	of	ADP
fcis-12121	104	29	a	a	DET
fcis-12121	104	30	single	single	ADJ
fcis-12121	104	31	well	well	NOUN
fcis-12121	104	32	is	be	AUX
fcis-12121	104	33	used	use	VERB
fcis-12121	104	34	as	as	ADP
fcis-12121	104	35	the	the	DET
fcis-12121	104	36	standard	standard	NOUN
fcis-12121	104	37	.	.	PUNCT
fcis-12121	105	1	the	the	DET
fcis-12121	105	2	correction	correction	NOUN
fcis-12121	105	3	plan	plan	NOUN
fcis-12121	105	4	is	be	AUX
fcis-12121	105	5	to	to	PART
fcis-12121	105	6	use	use	VERB
fcis-12121	105	7	the	the	DET
fcis-12121	105	8	last	last	ADJ
fcis-12121	105	9	month	month	NOUN
fcis-12121	105	10	's	's	PART
fcis-12121	105	11	frequency	frequency	NOUN
fcis-12121	105	12	in	in	ADP
fcis-12121	105	13	the	the	DET
fcis-12121	105	14	training	training	NOUN
fcis-12121	105	15	data	datum	NOUN
fcis-12121	105	16	as	as	ADP
fcis-12121	105	17	the	the	DET
fcis-12121	105	18	new	new	ADJ
fcis-12121	105	19	stroke	stroke	NOUN
fcis-12121	105	20	;	;	PUNCT
fcis-12121	105	21	divide	divide	VERB
fcis-12121	105	22	the	the	DET
fcis-12121	105	23	product	product	NOUN
fcis-12121	105	24	of	of	ADP
fcis-12121	105	25	the	the	DET
fcis-12121	105	26	predicted	predict	VERB
fcis-12121	105	27	stroke	stroke	NOUN
fcis-12121	105	28	and	and	CCONJ
fcis-12121	105	29	frequency	frequency	NOUN
fcis-12121	105	30	by	by	ADP
fcis-12121	105	31	the	the	DET
fcis-12121	105	32	stroke	stroke	NOUN
fcis-12121	105	33	to	to	PART
fcis-12121	105	34	obtain	obtain	VERB
fcis-12121	105	35	the	the	DET
fcis-12121	105	36	frequency	frequency	NOUN
fcis-12121	105	37	;	;	PUNCT
fcis-12121	105	38	then	then	ADV
fcis-12121	105	39	,	,	PUNCT
fcis-12121	105	40	according	accord	VERB
fcis-12121	105	41	to	to	ADP
fcis-12121	105	42	the	the	DET
fcis-12121	105	43	standard	standard	ADJ
fcis-12121	105	44	stroke	stroke	NOUN
fcis-12121	105	45	of	of	ADP
fcis-12121	105	46	the	the	DET
fcis-12121	105	47	oil	oil	NOUN
fcis-12121	105	48	engine	engine	NOUN
fcis-12121	105	49	,	,	PUNCT
fcis-12121	105	50	select	select	VERB
fcis-12121	105	51	the	the	DET
fcis-12121	105	52	stroke	stroke	NOUN
fcis-12121	105	53	closest	close	ADJ
fcis-12121	105	54	to	to	ADP
fcis-12121	105	55	the	the	DET
fcis-12121	105	56	previous	previous	ADJ
fcis-12121	105	57	calculation	calculation	NOUN
fcis-12121	105	58	result	result	NOUN
fcis-12121	105	59	as	as	ADP
fcis-12121	105	60	the	the	DET
fcis-12121	105	61	new	new	ADJ
fcis-12121	105	62	stroke	stroke	NOUN
fcis-12121	105	63	,	,	PUNCT
fcis-12121	105	64	and	and	CCONJ
fcis-12121	105	65	determine	determine	VERB
fcis-12121	105	66	the	the	DET
fcis-12121	105	67	stroke	stroke	NOUN
fcis-12121	105	68	number	number	NOUN
fcis-12121	105	69	based	base	VERB
fcis-12121	105	70	on	on	ADP
fcis-12121	105	71	the	the	DET
fcis-12121	105	72	principle	principle	NOUN
fcis-12121	105	73	of	of	ADP
fcis-12121	105	74	the	the	DET
fcis-12121	105	75	same	same	ADJ
fcis-12121	105	76	product	product	NOUN
fcis-12121	105	77	.	.	PUNCT
fcis-12121	106	1	the	the	DET
fcis-12121	106	2	final	final	ADJ
fcis-12121	106	3	stroke	stroke	NOUN
fcis-12121	106	4	and	and	CCONJ
fcis-12121	106	5	frequency	frequency	NOUN
fcis-12121	106	6	control	control	NOUN
fcis-12121	106	7	plan	plan	NOUN
fcis-12121	106	8	is	be	AUX
fcis-12121	106	9	shown	show	VERB
fcis-12121	106	10	in	in	ADP
fcis-12121	106	11	table	table	NOUN
fcis-12121	106	12	4	4	NUM
fcis-12121	106	13	,	,	PUNCT
fcis-12121	106	14	and	and	CCONJ
fcis-12121	106	15	this	this	DET
fcis-12121	106	16	article	article	NOUN
fcis-12121	106	17	only	only	ADV
fcis-12121	106	18	shows	show	VERB
fcis-12121	106	19	20	20	NUM
fcis-12121	106	20	wells	well	NOUN
fcis-12121	106	21	.	.	PUNCT
fcis-12121	107	1	table	table	NOUN
fcis-12121	107	2	4	4	NUM
fcis-12121	107	3	.	.	PUNCT
fcis-12121	107	4	control	control	NOUN
fcis-12121	107	5	plan	plan	NOUN
fcis-12121	107	6	for	for	ADP
fcis-12121	107	7	may	may	PROPN
fcis-12121	107	8	2022	2022	NUM
fcis-12121	107	9	well	well	INTJ
fcis-12121	107	10	no	no	DET
fcis-12121	107	11	monthly	monthly	ADJ
fcis-12121	107	12	liquid	liquid	ADJ
fcis-12121	107	13	production	production	NOUN
fcis-12121	107	14	stroke	stroke	NOUN
fcis-12121	107	15	frequency	frequency	NOUN
fcis-12121	108	1	well	well	INTJ
fcis-12121	108	2	no	no	DET
fcis-12121	108	3	monthly	monthly	ADJ
fcis-12121	108	4	liquid	liquid	ADJ
fcis-12121	108	5	production	production	NOUN
fcis-12121	108	6	stroke	stroke	NOUN
fcis-12121	108	7	frequency	frequency	NOUN
fcis-12121	109	1	well	well	ADV
fcis-12121	109	2	11	11	NUM
fcis-12121	109	3	327.793	327.793	NUM
fcis-12121	109	4	5.5	5.5	NUM
fcis-12121	109	5	2.5	2.5	NUM
fcis-12121	110	1	well	well	ADV
fcis-12121	111	1	23	23	NUM
fcis-12121	111	2	512.955	512.955	NUM
fcis-12121	111	3	6.0	6.0	NUM
fcis-12121	111	4	2.4	2.4	NUM
fcis-12121	111	5	well	well	NOUN
fcis-12121	111	6	14	14	NUM
fcis-12121	111	7	1208.942	1208.942	NUM
fcis-12121	111	8	3.0	3.0	NUM
fcis-12121	111	9	5.3	5.3	NUM
fcis-12121	111	10	well	well	NOUN
fcis-12121	111	11	24	24	NUM
fcis-12121	111	12	647.823	647.823	NUM
fcis-12121	111	13	2.5	2.5	NUM
fcis-12121	111	14	5.8	5.8	NUM
fcis-12121	111	15	well	well	NOUN
fcis-12121	111	16	15	15	NUM
fcis-12121	111	17	368.527	368.527	NUM
fcis-12121	111	18	2.5	2.5	NUM
fcis-12121	111	19	5.5	5.5	NUM
fcis-12121	111	20	well	well	NOUN
fcis-12121	111	21	25	25	NUM
fcis-12121	111	22	421.808	421.808	NUM
fcis-12121	111	23	2.1	2.1	NUM
fcis-12121	111	24	6.7	6.7	NUM
fcis-12121	111	25	well	well	ADV
fcis-12121	111	26	16	16	NUM
fcis-12121	112	1	1506.681	1506.681	NUM
fcis-12121	112	2	3.0	3.0	NUM
fcis-12121	112	3	5.5	5.5	NUM
fcis-12121	112	4	well	well	NOUN
fcis-12121	112	5	26	26	NUM
fcis-12121	113	1	1296.187	1296.187	NUM
fcis-12121	113	2	4.2	4.2	NUM
fcis-12121	113	3	3.8	3.8	NUM
fcis-12121	113	4	well	well	NOUN
fcis-12121	113	5	17	17	NUM
fcis-12121	114	1	374.966	374.966	NUM
fcis-12121	114	2	5.5	5.5	NUM
fcis-12121	114	3	2.5	2.5	NUM
fcis-12121	114	4	well	well	ADV
fcis-12121	114	5	27	27	NUM
fcis-12121	114	6	1502.099	1502.099	NUM
fcis-12121	114	7	3.0	3.0	NUM
fcis-12121	114	8	5.5	5.5	NUM
fcis-12121	114	9	well	well	NOUN
fcis-12121	114	10	18	18	NUM
fcis-12121	114	11	685.813	685.813	NUM
fcis-12121	114	12	3.0	3.0	NUM
fcis-12121	114	13	4.9	4.9	NUM
fcis-12121	114	14	well	well	ADV
fcis-12121	114	15	29	29	NUM
fcis-12121	114	16	1084.410	1084.410	NUM
fcis-12121	114	17	3.0	3.0	NUM
fcis-12121	114	18	5.2	5.2	NUM
fcis-12121	114	19	well	well	NOUN
fcis-12121	114	20	19	19	NUM
fcis-12121	114	21	313.233	313.233	NUM
fcis-12121	114	22	5.5	5.5	NUM
fcis-12121	114	23	2.5	2.5	NUM
fcis-12121	114	24	well	well	ADV
fcis-12121	114	25	30	30	NUM
fcis-12121	114	26	483.017	483.017	NUM
fcis-12121	114	27	2.5	2.5	NUM
fcis-12121	114	28	5.6	5.6	NUM
fcis-12121	114	29	well	well	NOUN
fcis-12121	114	30	20	20	NUM
fcis-12121	114	31	1372.046	1372.046	NUM
fcis-12121	114	32	4.2	4.2	NUM
fcis-12121	114	33	3.9	3.9	NUM
fcis-12121	114	34	well	well	ADV
fcis-12121	114	35	31	31	NUM
fcis-12121	114	36	375.793	375.793	NUM
fcis-12121	114	37	2.5	2.5	NUM
fcis-12121	114	38	5.5	5.5	NUM
fcis-12121	114	39	well	well	NOUN
fcis-12121	114	40	21	21	NUM
fcis-12121	114	41	842.602	842.602	NUM
fcis-12121	114	42	2.5	2.5	NUM
fcis-12121	114	43	6.0	6.0	NUM
fcis-12121	114	44	well	well	NOUN
fcis-12121	114	45	32	32	NUM
fcis-12121	114	46	1146.746	1146.746	NUM
fcis-12121	114	47	3.0	3.0	NUM
fcis-12121	114	48	5.2	5.2	NUM
fcis-12121	114	49	well	well	NOUN
fcis-12121	114	50	22	22	NUM
fcis-12121	114	51	1275.914	1275.914	NUM
fcis-12121	114	52	3.0	3.0	NUM
fcis-12121	114	53	5.3	5.3	NUM
fcis-12121	114	54	well	well	ADV
fcis-12121	114	55	33	33	NUM
fcis-12121	114	56	801.357	801.357	NUM
fcis-12121	114	57	2.5	2.5	NUM
fcis-12121	114	58	5.9	5.9	NUM
fcis-12121	114	59	3.4	3.4	NUM
fcis-12121	114	60	.	.	PUNCT
fcis-12121	115	1	on	on	ADP
fcis-12121	115	2	site	site	NOUN
fcis-12121	115	3	testing	testing	NOUN
fcis-12121	115	4	this	this	DET
fcis-12121	115	5	article	article	NOUN
fcis-12121	115	6	is	be	AUX
fcis-12121	115	7	based	base	VERB
fcis-12121	115	8	on	on	ADP
fcis-12121	115	9	the	the	DET
fcis-12121	115	10	prediction	prediction	NOUN
fcis-12121	115	11	and	and	CCONJ
fcis-12121	115	12	regulation	regulation	NOUN
fcis-12121	115	13	of	of	ADP
fcis-12121	115	14	more	more	ADJ
fcis-12121	115	15	than	than	ADP
fcis-12121	115	16	500	500	NUM
fcis-12121	115	17	wells	well	NOUN
fcis-12121	115	18	in	in	ADP
fcis-12121	115	19	a	a	DET
fcis-12121	115	20	certain	certain	ADJ
fcis-12121	115	21	area	area	NOUN
fcis-12121	115	22	of	of	ADP
fcis-12121	115	23	daqing	daqe	VERB
fcis-12121	115	24	oilfield	oilfield	NOUN
fcis-12121	115	25	.	.	PUNCT
fcis-12121	116	1	during	during	ADP
fcis-12121	116	2	the	the	DET
fcis-12121	116	3	testing	testing	NOUN
fcis-12121	116	4	phase	phase	NOUN
fcis-12121	116	5	,	,	PUNCT
fcis-12121	116	6	50	50	NUM
fcis-12121	116	7	wells	well	NOUN
fcis-12121	116	8	were	be	AUX
fcis-12121	116	9	randomly	randomly	ADV
fcis-12121	116	10	selected	select	VERB
fcis-12121	116	11	,	,	PUNCT
fcis-12121	116	12	their	their	PRON
fcis-12121	116	13	stroke	stroke	NOUN
fcis-12121	116	14	counts	count	NOUN
fcis-12121	116	15	were	be	AUX
fcis-12121	116	16	adjusted	adjust	VERB
fcis-12121	116	17	,	,	PUNCT
fcis-12121	116	18	and	and	CCONJ
fcis-12121	116	19	they	they	PRON
fcis-12121	116	20	were	be	AUX
fcis-12121	116	21	monitored	monitor	VERB
fcis-12121	116	22	for	for	ADP
fcis-12121	116	23	20	20	NUM
fcis-12121	116	24	days	day	NOUN
fcis-12121	116	25	.	.	PUNCT
fcis-12121	117	1	during	during	ADP
fcis-12121	117	2	the	the	DET
fcis-12121	117	3	testing	testing	NOUN
fcis-12121	117	4	period	period	NOUN
fcis-12121	117	5	,	,	PUNCT
fcis-12121	117	6	the	the	DET
fcis-12121	117	7	liquid	liquid	ADJ
fcis-12121	117	8	production	production	NOUN
fcis-12121	117	9	of	of	ADP
fcis-12121	117	10	the	the	DET
fcis-12121	117	11	50	50	NUM
fcis-12121	117	12	wells	well	NOUN
fcis-12121	117	13	remained	remain	VERB
fcis-12121	117	14	basically	basically	ADV
fcis-12121	117	15	unchanged	unchanged	ADJ
fcis-12121	117	16	,	,	PUNCT
fcis-12121	117	17	and	and	CCONJ
fcis-12121	117	18	the	the	DET
fcis-12121	117	19	oil	oil	NOUN
fcis-12121	117	20	production	production	NOUN
fcis-12121	117	21	increased	increase	VERB
fcis-12121	117	22	by	by	ADP
fcis-12121	117	23	5.7	5.7	NUM
fcis-12121	117	24	%	%	NOUN
fcis-12121	117	25	.	.	PUNCT
fcis-12121	118	1	after	after	ADP
fcis-12121	118	2	calculation	calculation	NOUN
fcis-12121	118	3	,	,	PUNCT
fcis-12121	118	4	under	under	ADP
fcis-12121	118	5	the	the	DET
fcis-12121	118	6	same	same	ADJ
fcis-12121	118	7	oil	oil	NOUN
fcis-12121	118	8	production	production	NOUN
fcis-12121	118	9	,	,	PUNCT
fcis-12121	118	10	the	the	DET
fcis-12121	118	11	energy	energy	NOUN
fcis-12121	118	12	consumption	consumption	NOUN
fcis-12121	118	13	can	can	AUX
fcis-12121	118	14	be	be	AUX
fcis-12121	118	15	reduced	reduce	VERB
fcis-12121	118	16	by	by	ADP
fcis-12121	118	17	about	about	ADV
fcis-12121	118	18	6.67	6.67	NUM
fcis-12121	118	19	%	%	NOUN
fcis-12121	118	20	.	.	PUNCT
fcis-12121	119	1	4	4	X
fcis-12121	119	2	.	.	X
fcis-12121	119	3	conclusion	conclusion	NOUN
fcis-12121	119	4	in	in	ADP
fcis-12121	119	5	order	order	NOUN
fcis-12121	119	6	to	to	PART
fcis-12121	119	7	improve	improve	VERB
fcis-12121	119	8	the	the	DET
fcis-12121	119	9	overall	overall	ADJ
fcis-12121	119	10	operational	operational	ADJ
fcis-12121	119	11	efficiency	efficiency	NOUN
fcis-12121	119	12	of	of	ADP
fcis-12121	119	13	the	the	DET
fcis-12121	119	14	mechanical	mechanical	ADJ
fcis-12121	119	15	production	production	NOUN
fcis-12121	119	16	well	well	NOUN
fcis-12121	119	17	group	group	NOUN
fcis-12121	119	18	,	,	PUNCT
fcis-12121	119	19	save	save	VERB
fcis-12121	119	20	production	production	NOUN
fcis-12121	119	21	costs	cost	NOUN
fcis-12121	119	22	,	,	PUNCT
fcis-12121	119	23	and	and	CCONJ
fcis-12121	119	24	accurately	accurately	ADV
fcis-12121	119	25	regulate	regulate	VERB
fcis-12121	119	26	the	the	DET
fcis-12121	119	27	liquid	liquid	ADJ
fcis-12121	119	28	production	production	NOUN
fcis-12121	119	29	of	of	ADP
fcis-12121	119	30	the	the	DET
fcis-12121	119	31	oil	oil	NOUN
fcis-12121	119	32	production	production	NOUN
fcis-12121	119	33	well	well	ADV
fcis-12121	119	34	in	in	ADP
fcis-12121	119	35	the	the	DET
fcis-12121	119	36	future	future	NOUN
fcis-12121	119	37	,	,	PUNCT
fcis-12121	119	38	this	this	DET
fcis-12121	119	39	paper	paper	NOUN
fcis-12121	119	40	proposes	propose	VERB
fcis-12121	119	41	a	a	DET
fcis-12121	119	42	neural	neural	ADJ
fcis-12121	119	43	network	network	NOUN
fcis-12121	119	44	-	-	PUNCT
fcis-12121	119	45	based	base	VERB
fcis-12121	119	46	prediction	prediction	NOUN
fcis-12121	119	47	and	and	CCONJ
fcis-12121	119	48	control	control	NOUN
fcis-12121	119	49	model	model	NOUN
fcis-12121	119	50	for	for	ADP
fcis-12121	119	51	mechanical	mechanical	ADJ
fcis-12121	119	52	production	production	NOUN
fcis-12121	119	53	wells	well	NOUN
fcis-12121	119	54	.	.	PUNCT
fcis-12121	120	1	this	this	DET
fcis-12121	120	2	model	model	NOUN
fcis-12121	120	3	includes	include	VERB
fcis-12121	120	4	two	two	NUM
fcis-12121	120	5	parts	part	NOUN
fcis-12121	120	6	:	:	PUNCT
fcis-12121	120	7	prediction	prediction	NOUN
fcis-12121	120	8	and	and	CCONJ
fcis-12121	120	9	regulation	regulation	NOUN
fcis-12121	120	10	.	.	PUNCT
fcis-12121	121	1	based	base	VERB
fcis-12121	121	2	on	on	ADP
fcis-12121	121	3	lstm	lstm	PROPN
fcis-12121	121	4	neural	neural	ADJ
fcis-12121	121	5	network	network	NOUN
fcis-12121	121	6	,	,	PUNCT
fcis-12121	121	7	the	the	DET
fcis-12121	121	8	oil	oil	NOUN
fcis-12121	121	9	and	and	CCONJ
fcis-12121	121	10	liquid	liquid	ADJ
fcis-12121	121	11	production	production	NOUN
fcis-12121	121	12	of	of	ADP
fcis-12121	121	13	single	single	ADJ
fcis-12121	121	14	wells	well	NOUN
fcis-12121	121	15	and	and	CCONJ
fcis-12121	121	16	well	well	ADJ
fcis-12121	121	17	groups	group	NOUN
fcis-12121	121	18	are	be	AUX
fcis-12121	121	19	predicted	predict	VERB
fcis-12121	121	20	to	to	PART
fcis-12121	121	21	obtain	obtain	VERB
fcis-12121	121	22	the	the	DET
fcis-12121	121	23	oil	oil	NOUN
fcis-12121	121	24	and	and	CCONJ
fcis-12121	121	25	liquid	liquid	ADJ
fcis-12121	121	26	production	production	NOUN
fcis-12121	121	27	trends	trend	NOUN
fcis-12121	121	28	of	of	ADP
fcis-12121	121	29	single	single	ADJ
fcis-12121	121	30	wells	well	NOUN
fcis-12121	121	31	.	.	PUNCT
fcis-12121	122	1	then	then	ADV
fcis-12121	122	2	,	,	PUNCT
fcis-12121	122	3	based	base	VERB
fcis-12121	122	4	on	on	ADP
fcis-12121	122	5	bp	bp	PROPN
fcis-12121	122	6	neural	neural	ADJ
fcis-12121	122	7	network	network	NOUN
fcis-12121	122	8	combined	combine	VERB
fcis-12121	122	9	with	with	ADP
fcis-12121	122	10	water	water	NOUN
fcis-12121	122	11	content	content	NOUN
fcis-12121	122	12	,	,	PUNCT
fcis-12121	122	13	the	the	DET
fcis-12121	122	14	regulation	regulation	NOUN
fcis-12121	122	15	quantity	quantity	NOUN
fcis-12121	122	16	is	be	AUX
fcis-12121	122	17	quantitatively	quantitatively	ADV
fcis-12121	122	18	analyzed	analyze	VERB
fcis-12121	122	19	.	.	PUNCT
fcis-12121	123	1	taking	take	VERB
fcis-12121	123	2	a	a	DET
fcis-12121	123	3	certain	certain	ADJ
fcis-12121	123	4	well	well	NOUN
fcis-12121	123	5	group	group	NOUN
fcis-12121	123	6	in	in	ADP
fcis-12121	123	7	daqing	daqe	VERB
fcis-12121	123	8	oilfield	oilfield	NOUN
fcis-12121	123	9	as	as	ADP
fcis-12121	123	10	an	an	DET
fcis-12121	123	11	example	example	NOUN
fcis-12121	123	12	,	,	PUNCT
fcis-12121	123	13	conduct	conduct	VERB
fcis-12121	123	14	simulation	simulation	NOUN
fcis-12121	123	15	and	and	CCONJ
fcis-12121	123	16	on	on	ADP
fcis-12121	123	17	-	-	PUNCT
fcis-12121	123	18	site	site	NOUN
fcis-12121	123	19	testing	testing	NOUN
fcis-12121	123	20	.	.	PUNCT
fcis-12121	124	1	the	the	DET
fcis-12121	124	2	on	on	ADP
fcis-12121	124	3	-	-	PUNCT
fcis-12121	124	4	site	site	NOUN
fcis-12121	124	5	test	test	NOUN
fcis-12121	124	6	results	result	NOUN
fcis-12121	124	7	indicate	indicate	VERB
fcis-12121	124	8	that	that	SCONJ
fcis-12121	124	9	:	:	PUNCT
fcis-12121	124	10	(	(	PUNCT
fcis-12121	124	11	1	1	X
fcis-12121	124	12	)	)	PUNCT
fcis-12121	124	13	the	the	DET
fcis-12121	124	14	lstm	lstm	PROPN
fcis-12121	124	15	neural	neural	ADJ
fcis-12121	124	16	network	network	NOUN
fcis-12121	124	17	prediction	prediction	NOUN
fcis-12121	124	18	model	model	NOUN
fcis-12121	124	19	has	have	VERB
fcis-12121	124	20	high	high	ADJ
fcis-12121	124	21	accuracy	accuracy	NOUN
fcis-12121	124	22	and	and	CCONJ
fcis-12121	124	23	certain	certain	ADJ
fcis-12121	124	24	advantages	advantage	NOUN
fcis-12121	124	25	in	in	ADP
fcis-12121	124	26	long	long	ADJ
fcis-12121	124	27	-	-	PUNCT
fcis-12121	124	28	term	term	NOUN
fcis-12121	124	29	oil	oil	NOUN
fcis-12121	124	30	and	and	CCONJ
fcis-12121	124	31	liquid	liquid	ADJ
fcis-12121	124	32	production	production	NOUN
fcis-12121	124	33	prediction	prediction	NOUN
fcis-12121	124	34	;	;	PUNCT
fcis-12121	124	35	(	(	PUNCT
fcis-12121	124	36	2	2	X
fcis-12121	124	37	)	)	PUNCT
fcis-12121	124	38	taking	take	VERB
fcis-12121	124	39	the	the	DET
fcis-12121	124	40	block	block	NOUN
fcis-12121	124	41	as	as	ADP
fcis-12121	124	42	a	a	DET
fcis-12121	124	43	whole	whole	NOUN
fcis-12121	124	44	and	and	CCONJ
fcis-12121	124	45	based	base	VERB
fcis-12121	124	46	on	on	ADP
fcis-12121	124	47	the	the	DET
fcis-12121	124	48	geological	geological	ADJ
fcis-12121	124	49	parameters	parameter	NOUN
fcis-12121	124	50	of	of	ADP
fcis-12121	124	51	water	water	NOUN
fcis-12121	124	52	content	content	NOUN
fcis-12121	124	53	,	,	PUNCT
fcis-12121	124	54	controlling	control	VERB
fcis-12121	124	55	the	the	DET
fcis-12121	124	56	liquid	liquid	ADJ
fcis-12121	124	57	production	production	NOUN
fcis-12121	124	58	rate	rate	NOUN
fcis-12121	124	59	of	of	ADP
fcis-12121	124	60	a	a	DET
fcis-12121	124	61	single	single	ADJ
fcis-12121	124	62	well	well	NOUN
fcis-12121	124	63	can	can	AUX
fcis-12121	124	64	effectively	effectively	ADV
fcis-12121	124	65	improve	improve	VERB
fcis-12121	124	66	the	the	DET
fcis-12121	124	67	overall	overall	ADJ
fcis-12121	124	68	oil	oil	NOUN
fcis-12121	124	69	production	production	NOUN
fcis-12121	124	70	rate	rate	NOUN
fcis-12121	124	71	of	of	ADP
fcis-12121	124	72	the	the	DET
fcis-12121	124	73	block	block	NOUN
fcis-12121	124	74	and	and	CCONJ
fcis-12121	124	75	reduce	reduce	VERB
fcis-12121	124	76	the	the	DET
fcis-12121	124	77	overall	overall	ADJ
fcis-12121	124	78	energy	energy	NOUN
fcis-12121	124	79	consumption	consumption	NOUN
fcis-12121	124	80	of	of	ADP
fcis-12121	124	81	the	the	DET
fcis-12121	124	82	block	block	NOUN
fcis-12121	124	83	.	.	PUNCT
fcis-12121	125	1	references	reference	NOUN
fcis-12121	125	2	[	[	X
fcis-12121	125	3	1	1	NUM
fcis-12121	125	4	]	]	PUNCT
fcis-12121	125	5	nie	nie	PROPN
fcis-12121	125	6	xiaowei	xiaowei	PROPN
fcis-12121	125	7	.	.	PUNCT
fcis-12121	126	1	research	research	NOUN
fcis-12121	126	2	status	status	NOUN
fcis-12121	126	3	and	and	CCONJ
fcis-12121	126	4	development	development	NOUN
fcis-12121	126	5	trend	trend	NOUN
fcis-12121	126	6	of	of	ADP
fcis-12121	126	7	core	core	NOUN
fcis-12121	126	8	technologies	technology	NOUN
fcis-12121	126	9	of	of	ADP
fcis-12121	126	10	intelligent	intelligent	ADJ
fcis-12121	126	11	oilfields	oilfield	NOUN
fcis-12121	126	12	[	[	X
fcis-12121	126	13	j	j	X
fcis-12121	126	14	]	]	X
fcis-12121	126	15	.	.	PUNCT
fcis-12121	127	1	petroleum	petroleum	NOUN
fcis-12121	127	2	geology	geology	NOUN
fcis-12121	127	3	and	and	CCONJ
fcis-12121	127	4	recovery	recovery	NOUN
fcis-12121	127	5	efficiency	efficiency	NOUN
fcis-12121	127	6	,	,	PUNCT
fcis-12121	127	7	2022	2022	NUM
fcis-12121	127	8	,	,	PUNCT
fcis-12121	127	9	29(03	29(03	NUM
fcis-12121	127	10	):	):	PUNCT
fcis-12121	127	11	68	68	NUM
fcis-12121	127	12	-	-	SYM
fcis-12121	127	13	79	79	NUM
fcis-12121	127	14	.	.	PUNCT
fcis-12121	128	1	[	[	X
fcis-12121	128	2	2	2	X
fcis-12121	128	3	]	]	PUNCT
fcis-12121	128	4	wang	wang	PROPN
fcis-12121	128	5	guangyun	guangyun	PROPN
fcis-12121	128	6	,	,	PUNCT
fcis-12121	128	7	wang	wang	PROPN
fcis-12121	128	8	fenglan	fenglan	PROPN
fcis-12121	128	9	,	,	PUNCT
fcis-12121	128	10	zhao	zhao	PROPN
fcis-12121	128	11	bo	bo	PROPN
fcis-12121	128	12	,	,	PUNCT
fcis-12121	128	13	etc	etc	X
fcis-12121	128	14	.	.	X
fcis-12121	128	15	exploration	exploration	NOUN
fcis-12121	128	16	and	and	CCONJ
fcis-12121	128	17	development	development	NOUN
fcis-12121	128	18	situation	situation	NOUN
fcis-12121	128	19	and	and	CCONJ
fcis-12121	128	20	development	development	NOUN
fcis-12121	128	21	strategy	strategy	NOUN
fcis-12121	128	22	of	of	ADP
fcis-12121	128	23	daqing	daqe	VERB
fcis-12121	128	24	oilfield	oilfield	NOUN
fcis-12121	128	25	company	company	NOUN
fcis-12121	128	26	[	[	X
fcis-12121	128	27	j	j	X
fcis-12121	128	28	]	]	X
fcis-12121	128	29	.	.	PUNCT
fcis-12121	129	1	china	china	PROPN
fcis-12121	129	2	petroleum	petroleum	PROPN
fcis-12121	129	3	exploration	exploration	NOUN
fcis-12121	129	4	,	,	PUNCT
fcis-12121	129	5	2021	2021	NUM
fcis-12121	129	6	,	,	PUNCT
fcis-12121	129	7	26(01	26(01	NUM
fcis-12121	129	8	):	):	PUNCT
fcis-12121	129	9	55	55	NUM
fcis-12121	129	10	-	-	SYM
fcis-12121	129	11	73	73	NUM
fcis-12121	129	12	.	.	PUNCT
fcis-12121	130	1	[	[	X
fcis-12121	130	2	3	3	X
fcis-12121	130	3	]	]	X
fcis-12121	130	4	wu	wu	PROPN
fcis-12121	130	5	xingen	xingen	PROPN
fcis-12121	130	6	,	,	PUNCT
fcis-12121	130	7	ge	ge	PROPN
fcis-12121	130	8	jiali	jiali	PROPN
fcis-12121	130	9	.	.	PUNCT
fcis-12121	131	1	applying	apply	VERB
fcis-12121	131	2	artificial	artificial	ADJ
fcis-12121	131	3	neural	neural	ADJ
fcis-12121	131	4	networks	network	NOUN
fcis-12121	131	5	to	to	PART
fcis-12121	131	6	predict	predict	VERB
fcis-12121	131	7	oilfield	oilfield	NOUN
fcis-12121	131	8	production	production	NOUN
fcis-12121	131	9	[	[	X
fcis-12121	131	10	j	j	X
fcis-12121	131	11	]	]	X
fcis-12121	131	12	.	.	PUNCT
fcis-12121	132	1	petroleum	petroleum	NOUN
fcis-12121	132	2	exploration	exploration	NOUN
fcis-12121	132	3	and	and	CCONJ
fcis-12121	132	4	development	development	NOUN
fcis-12121	132	5	,	,	PUNCT
fcis-12121	132	6	1994	1994	NUM
fcis-12121	132	7	,	,	PUNCT
fcis-12121	132	8	(	(	PUNCT
fcis-12121	132	9	03	03	NUM
fcis-12121	132	10	):	):	PUNCT
fcis-12121	132	11	7578	7578	NUM
fcis-12121	132	12	+	+	NOUN
fcis-12121	132	13	131	131	NUM
fcis-12121	132	14	.	.	PUNCT
fcis-12121	133	1	[	[	X
fcis-12121	133	2	4	4	NUM
fcis-12121	133	3	]	]	X
fcis-12121	133	4	jiang	jiang	PROPN
fcis-12121	133	5	wei	wei	PROPN
fcis-12121	133	6	.	.	PUNCT
fcis-12121	134	1	research	research	NOUN
fcis-12121	134	2	on	on	ADP
fcis-12121	134	3	oil	oil	NOUN
fcis-12121	134	4	well	well	NOUN
fcis-12121	134	5	production	production	NOUN
fcis-12121	134	6	forecast	forecast	NOUN
fcis-12121	134	7	technology	technology	NOUN
fcis-12121	134	8	based	base	VERB
fcis-12121	134	9	on	on	ADP
fcis-12121	134	10	indicator	indicator	NOUN
fcis-12121	134	11	diagram	diagram	NOUN
fcis-12121	135	1	[	[	X
fcis-12121	135	2	d	d	X
fcis-12121	135	3	]	]	X
fcis-12121	135	4	.	.	PUNCT
fcis-12121	136	1	norteast	norteast	PROPN
fcis-12121	136	2	petrolem	petrolem	PROPN
fcis-12121	136	3	university	university	NOUN
fcis-12121	136	4	,	,	PUNCT
fcis-12121	136	5	2021	2021	NUM
fcis-12121	136	6	.	.	PUNCT
fcis-12121	137	1	[	[	X
fcis-12121	137	2	5	5	NUM
fcis-12121	137	3	]	]	PUNCT
fcis-12121	137	4	ma	ma	PROPN
fcis-12121	137	5	chengjie	chengjie	PROPN
fcis-12121	137	6	.	.	PUNCT
fcis-12121	138	1	a	a	DET
fcis-12121	138	2	method	method	NOUN
fcis-12121	138	3	for	for	ADP
fcis-12121	138	4	predicting	predict	VERB
fcis-12121	138	5	reservoir	reservoir	NOUN
fcis-12121	138	6	production	production	NOUN
fcis-12121	138	7	based	base	VERB
fcis-12121	138	8	on	on	ADP
fcis-12121	138	9	recurrent	recurrent	ADJ
fcis-12121	138	10	neural	neural	ADJ
fcis-12121	138	11	networks	network	NOUN
fcis-12121	139	1	[	[	X
fcis-12121	139	2	j	j	X
fcis-12121	139	3	]	]	X
fcis-12121	139	4	.	.	PUNCT
fcis-12121	140	1	inner	inner	PROPN
fcis-12121	140	2	mongolia	mongolia	PROPN
fcis-12121	140	3	petrochemical	petrochemical	NOUN
fcis-12121	140	4	industry	industry	NOUN
fcis-12121	140	5	,	,	PUNCT
fcis-12121	140	6	2021	2021	NUM
fcis-12121	140	7	,	,	PUNCT
fcis-12121	140	8	47(05	47(05	NUM
fcis-12121	140	9	):	):	PUNCT
fcis-12121	140	10	108	108	NUM
fcis-12121	140	11	-	-	SYM
fcis-12121	140	12	112	112	NUM
fcis-12121	140	13	.	.	PUNCT
fcis-12121	140	14	5	5	NUM
fcis-12121	141	1	[	[	SYM
fcis-12121	141	2	6	6	NUM
fcis-12121	141	3	]	]	X
fcis-12121	141	4	cheng	cheng	PROPN
fcis-12121	141	5	guojian	guojian	PROPN
fcis-12121	141	6	,	,	PUNCT
fcis-12121	141	7	fu	fu	PROPN
fcis-12121	141	8	wangzepeng	wangzepeng	PROPN
fcis-12121	141	9	.	.	PUNCT
fcis-12121	142	1	gru	gru	PROPN
fcis-12121	142	2	neural	neural	ADJ
fcis-12121	142	3	network	network	NOUN
fcis-12121	142	4	oil	oil	NOUN
fcis-12121	142	5	recovery	recovery	NOUN
fcis-12121	142	6	prediction	prediction	NOUN
fcis-12121	142	7	based	base	VERB
fcis-12121	142	8	on	on	ADP
fcis-12121	142	9	genetic	genetic	ADJ
fcis-12121	142	10	algorithm	algorithm	NOUN
fcis-12121	143	1	[	[	X
fcis-12121	143	2	j	j	X
fcis-12121	143	3	]	]	X
fcis-12121	143	4	.	.	PUNCT
fcis-12121	144	1	information	information	NOUN
fcis-12121	144	2	technology	technology	NOUN
fcis-12121	144	3	and	and	CCONJ
fcis-12121	144	4	informatization,2022	informatization,2022	NOUN
fcis-12121	144	5	,	,	PUNCT
fcis-12121	144	6	(	(	PUNCT
fcis-12121	144	7	05	05	NUM
fcis-12121	144	8	):	):	PUNCT
fcis-12121	144	9	5	5	NUM
fcis-12121	144	10	-	-	SYM
fcis-12121	144	11	10	10	NUM
fcis-12121	144	12	.	.	PUNCT
fcis-12121	145	1	[	[	X
fcis-12121	145	2	7	7	X
fcis-12121	145	3	]	]	X
fcis-12121	145	4	sun	sun	PROPN
fcis-12121	145	5	qiang	qiang	PROPN
fcis-12121	145	6	,	,	PUNCT
fcis-12121	145	7	shi	shi	PROPN
fcis-12121	145	8	hongfu	hongfu	PROPN
fcis-12121	145	9	,	,	PUNCT
fcis-12121	145	10	ling	ling	PROPN
fcis-12121	145	11	haochuan	haochuan	PROPN
fcis-12121	145	12	,	,	PUNCT
fcis-12121	145	13	etc	etc	X
fcis-12121	145	14	.	.	X
fcis-12121	145	15	liquid	liquid	ADJ
fcis-12121	145	16	production	production	NOUN
fcis-12121	145	17	adjustment	adjustment	NOUN
fcis-12121	145	18	of	of	ADP
fcis-12121	145	19	balance	balance	NOUN
fcis-12121	145	20	displacement	displacement	NOUN
fcis-12121	145	21	in	in	ADP
fcis-12121	145	22	narrow	narrow	ADJ
fcis-12121	145	23	－	－	PROPN
fcis-12121	145	24	banded	band	VERB
fcis-12121	145	25	heavy	heavy	ADJ
fcis-12121	145	26	-	-	PUNCT
fcis-12121	145	27	oil	oil	NOUN
fcis-12121	145	28	reservoir	reservoir	NOUN
fcis-12121	145	29	[	[	X
fcis-12121	145	30	j	j	X
fcis-12121	145	31	]	]	X
fcis-12121	145	32	.	.	PUNCT
fcis-12121	146	1	special	special	ADJ
fcis-12121	146	2	oil	oil	NOUN
fcis-12121	146	3	and	and	CCONJ
fcis-12121	146	4	gas	gas	NOUN
fcis-12121	146	5	reservoirs	reservoir	NOUN
fcis-12121	146	6	,	,	PUNCT
fcis-12121	146	7	2020	2020	NUM
fcis-12121	146	8	,	,	PUNCT
fcis-12121	146	9	27(02	27(02	NUM
fcis-12121	146	10	):	):	PUNCT
fcis-12121	146	11	120	120	NUM
fcis-12121	146	12	-	-	SYM
fcis-12121	146	13	124	124	NUM
fcis-12121	146	14	.	.	PUNCT
fcis-12121	147	1	[	[	X
fcis-12121	147	2	8	8	NUM
fcis-12121	147	3	]	]	X
fcis-12121	147	4	guo	guo	PROPN
fcis-12121	147	5	ying	ying	PROPN
fcis-12121	147	6	,	,	PUNCT
fcis-12121	147	7	zhang	zhang	PROPN
fcis-12121	147	8	yukun	yukun	PROPN
fcis-12121	147	9	,	,	PUNCT
fcis-12121	147	10	han	han	PROPN
fcis-12121	147	11	zhenguo	zhenguo	PROPN
fcis-12121	147	12	,	,	PUNCT
fcis-12121	147	13	etc	etc	X
fcis-12121	147	14	.	.	X
fcis-12121	147	15	control	control	NOUN
fcis-12121	147	16	technology	technology	NOUN
fcis-12121	147	17	for	for	ADP
fcis-12121	147	18	liquid	liquid	ADJ
fcis-12121	147	19	production	production	NOUN
fcis-12121	147	20	in	in	ADP
fcis-12121	147	21	stratified	stratified	ADJ
fcis-12121	147	22	oil	oil	NOUN
fcis-12121	147	23	production	production	NOUN
fcis-12121	147	24	wells	well	NOUN
fcis-12121	148	1	[	[	X
fcis-12121	148	2	j	j	X
fcis-12121	148	3	]	]	X
fcis-12121	148	4	.	.	PUNCT
fcis-12121	149	1	chemical	chemical	PROPN
fcis-12121	149	2	engineering	engineering	PROPN
fcis-12121	149	3	&	&	CCONJ
fcis-12121	149	4	equipment	equipment	NOUN
fcis-12121	149	5	,	,	PUNCT
fcis-12121	149	6	2015	2015	NUM
fcis-12121	149	7	,	,	PUNCT
fcis-12121	149	8	(	(	PUNCT
fcis-12121	149	9	09	09	NUM
fcis-12121	149	10	):	):	PUNCT
fcis-12121	149	11	9092	9092	NUM
fcis-12121	149	12	.	.	PUNCT