id	sid	tid	token	lemma	pos
ajst-25671	1	1	academic	academic	ADJ
ajst-25671	1	2	journal	journal	NOUN
ajst-25671	1	3	of	of	ADP
ajst-25671	1	4	science	science	NOUN
ajst-25671	1	5	and	and	CCONJ
ajst-25671	1	6	technology	technology	NOUN
ajst-25671	1	7	issn	issn	NOUN
ajst-25671	1	8	:	:	PUNCT
ajst-25671	1	9	2771	2771	NUM
ajst-25671	1	10	-	-	SYM
ajst-25671	1	11	3032	3032	NUM
ajst-25671	1	12	|	|	NOUN
ajst-25671	1	13	vol	vol	NOUN
ajst-25671	1	14	.	.	PROPN
ajst-25671	2	1	12	12	NUM
ajst-25671	2	2	,	,	PUNCT
ajst-25671	2	3	no	no	INTJ
ajst-25671	2	4	.	.	NOUN
ajst-25671	2	5	2	2	NUM
ajst-25671	2	6	,	,	PUNCT
ajst-25671	2	7	2024	2024	NUM
ajst-25671	2	8	288	288	NUM
ajst-25671	2	9	application	application	NOUN
ajst-25671	2	10	of	of	ADP
ajst-25671	2	11	petroleum	petroleum	NOUN
ajst-25671	2	12	information	information	NOUN
ajst-25671	2	13	technology	technology	NOUN
ajst-25671	2	14	in	in	ADP
ajst-25671	2	15	oil	oil	NOUN
ajst-25671	2	16	and	and	CCONJ
ajst-25671	2	17	gas	gas	NOUN
ajst-25671	2	18	drilling	drilling	NOUN
ajst-25671	2	19	engineering	engineering	NOUN
ajst-25671	2	20	chenjun	chenjun	PROPN
ajst-25671	2	21	li	li	PROPN
ajst-25671	2	22	,	,	PUNCT
ajst-25671	2	23	shaonan	shaonan	PROPN
ajst-25671	2	24	wang	wang	PROPN
ajst-25671	2	25	,	,	PUNCT
ajst-25671	2	26	yongxiang	yongxiang	PROPN
ajst-25671	2	27	huang	huang	PROPN
ajst-25671	2	28	,	,	PUNCT
ajst-25671	2	29	jianjian	jianjian	PROPN
ajst-25671	2	30	fan	fan	PROPN
ajst-25671	2	31	,	,	PUNCT
ajst-25671	2	32	chenhao	chenhao	PROPN
ajst-25671	2	33	tian	tian	ADJ
ajst-25671	2	34	xi’an	xi’an	PROPN
ajst-25671	2	35	shiyou	shiyou	PROPN
ajst-25671	2	36	university	university	PROPN
ajst-25671	2	37	,	,	PUNCT
ajst-25671	2	38	xi’an	xi’an	PROPN
ajst-25671	2	39	shanxi	shanxi	PROPN
ajst-25671	2	40	710065	710065	PROPN
ajst-25671	2	41	,	,	PUNCT
ajst-25671	2	42	china	china	PROPN
ajst-25671	2	43	abstract	abstract	NOUN
ajst-25671	2	44	:	:	PUNCT
ajst-25671	2	45	as	as	SCONJ
ajst-25671	2	46	oil	oil	NOUN
ajst-25671	2	47	and	and	CCONJ
ajst-25671	2	48	gas	gas	NOUN
ajst-25671	2	49	resources	resource	NOUN
ajst-25671	2	50	gradually	gradually	ADV
ajst-25671	2	51	become	become	VERB
ajst-25671	2	52	depleted	depleted	ADJ
ajst-25671	2	53	,	,	PUNCT
ajst-25671	2	54	drilling	drilling	NOUN
ajst-25671	2	55	engineering	engineering	NOUN
ajst-25671	2	56	is	be	AUX
ajst-25671	2	57	expanding	expand	VERB
ajst-25671	2	58	into	into	ADP
ajst-25671	2	59	deeper	deep	ADJ
ajst-25671	2	60	terrestrial	terrestrial	ADJ
ajst-25671	2	61	layers	layer	NOUN
ajst-25671	2	62	and	and	CCONJ
ajst-25671	2	63	deep	deep	ADJ
ajst-25671	2	64	-	-	PUNCT
ajst-25671	2	65	sea	sea	NOUN
ajst-25671	2	66	areas	area	NOUN
ajst-25671	2	67	.	.	PUNCT
ajst-25671	3	1	these	these	DET
ajst-25671	3	2	regions	region	NOUN
ajst-25671	3	3	often	often	ADV
ajst-25671	3	4	have	have	VERB
ajst-25671	3	5	geological	geological	ADJ
ajst-25671	3	6	environments	environment	NOUN
ajst-25671	3	7	characterized	characterize	VERB
ajst-25671	3	8	by	by	ADP
ajst-25671	3	9	extreme	extreme	ADJ
ajst-25671	3	10	and	and	CCONJ
ajst-25671	3	11	complex	complex	ADJ
ajst-25671	3	12	conditions	condition	NOUN
ajst-25671	3	13	such	such	ADJ
ajst-25671	3	14	as	as	ADP
ajst-25671	3	15	high	high	ADJ
ajst-25671	3	16	temperatures	temperature	NOUN
ajst-25671	3	17	and	and	CCONJ
ajst-25671	3	18	high	high	ADJ
ajst-25671	3	19	pressures	pressure	NOUN
ajst-25671	3	20	,	,	PUNCT
ajst-25671	3	21	posing	pose	VERB
ajst-25671	3	22	significant	significant	ADJ
ajst-25671	3	23	challenges	challenge	NOUN
ajst-25671	3	24	to	to	ADP
ajst-25671	3	25	traditional	traditional	ADJ
ajst-25671	3	26	drilling	drilling	NOUN
ajst-25671	3	27	technologies	technology	NOUN
ajst-25671	3	28	.	.	PUNCT
ajst-25671	4	1	currently	currently	ADV
ajst-25671	4	2	,	,	PUNCT
ajst-25671	4	3	artificial	artificial	ADJ
ajst-25671	4	4	intelligence	intelligence	NOUN
ajst-25671	4	5	and	and	CCONJ
ajst-25671	4	6	big	big	ADJ
ajst-25671	4	7	data	datum	NOUN
ajst-25671	4	8	technologies	technology	NOUN
ajst-25671	4	9	are	be	AUX
ajst-25671	4	10	driving	drive	VERB
ajst-25671	4	11	technological	technological	ADJ
ajst-25671	4	12	innovation	innovation	NOUN
ajst-25671	4	13	in	in	ADP
ajst-25671	4	14	the	the	DET
ajst-25671	4	15	field	field	NOUN
ajst-25671	4	16	of	of	ADP
ajst-25671	4	17	oil	oil	NOUN
ajst-25671	4	18	and	and	CCONJ
ajst-25671	4	19	gas	gas	NOUN
ajst-25671	4	20	drilling	drilling	NOUN
ajst-25671	4	21	,	,	PUNCT
ajst-25671	4	22	further	far	ADV
ajst-25671	4	23	promoting	promote	VERB
ajst-25671	4	24	the	the	DET
ajst-25671	4	25	automation	automation	NOUN
ajst-25671	4	26	of	of	ADP
ajst-25671	4	27	drilling	drilling	NOUN
ajst-25671	4	28	operations	operation	NOUN
ajst-25671	4	29	management	management	NOUN
ajst-25671	4	30	and	and	CCONJ
ajst-25671	4	31	the	the	DET
ajst-25671	4	32	intelligentization	intelligentization	NOUN
ajst-25671	4	33	of	of	ADP
ajst-25671	4	34	decision	decision	NOUN
ajst-25671	4	35	-	-	PUNCT
ajst-25671	4	36	making	make	VERB
ajst-25671	4	37	processes	process	NOUN
ajst-25671	4	38	.	.	PUNCT
ajst-25671	5	1	taking	take	VERB
ajst-25671	5	2	into	into	ADP
ajst-25671	5	3	account	account	NOUN
ajst-25671	5	4	the	the	DET
ajst-25671	5	5	research	research	NOUN
ajst-25671	5	6	advancements	advancement	NOUN
ajst-25671	5	7	both	both	CCONJ
ajst-25671	5	8	domestically	domestically	ADV
ajst-25671	5	9	and	and	CCONJ
ajst-25671	5	10	internationally	internationally	ADV
ajst-25671	5	11	,	,	PUNCT
ajst-25671	5	12	as	as	ADV
ajst-25671	5	13	well	well	ADV
ajst-25671	5	14	as	as	ADP
ajst-25671	5	15	actual	actual	ADJ
ajst-25671	5	16	engineering	engineering	NOUN
ajst-25671	5	17	needs	need	NOUN
ajst-25671	5	18	,	,	PUNCT
ajst-25671	5	19	this	this	DET
ajst-25671	5	20	paper	paper	NOUN
ajst-25671	5	21	provides	provide	VERB
ajst-25671	5	22	an	an	DET
ajst-25671	5	23	indepth	indepth	ADJ
ajst-25671	5	24	analysis	analysis	NOUN
ajst-25671	5	25	and	and	CCONJ
ajst-25671	5	26	summary	summary	NOUN
ajst-25671	5	27	of	of	ADP
ajst-25671	5	28	intelligent	intelligent	ADJ
ajst-25671	5	29	extraction	extraction	NOUN
ajst-25671	5	30	technologies	technology	NOUN
ajst-25671	5	31	and	and	CCONJ
ajst-25671	5	32	intelligent	intelligent	ADJ
ajst-25671	5	33	drilling	drilling	NOUN
ajst-25671	5	34	processes	process	NOUN
ajst-25671	5	35	within	within	ADP
ajst-25671	5	36	the	the	DET
ajst-25671	5	37	scope	scope	NOUN
ajst-25671	5	38	of	of	ADP
ajst-25671	5	39	smart	smart	ADJ
ajst-25671	5	40	drilling	drilling	NOUN
ajst-25671	5	41	technology	technology	NOUN
ajst-25671	5	42	.	.	PUNCT
ajst-25671	6	1	additionally	additionally	ADV
ajst-25671	6	2	,	,	PUNCT
ajst-25671	6	3	it	it	PRON
ajst-25671	6	4	offers	offer	VERB
ajst-25671	6	5	a	a	DET
ajst-25671	6	6	forward	forward	ADV
ajst-25671	6	7	-	-	PUNCT
ajst-25671	6	8	looking	look	VERB
ajst-25671	6	9	perspective	perspective	NOUN
ajst-25671	6	10	on	on	ADP
ajst-25671	6	11	the	the	DET
ajst-25671	6	12	future	future	ADJ
ajst-25671	6	13	development	development	NOUN
ajst-25671	6	14	trends	trend	NOUN
ajst-25671	6	15	of	of	ADP
ajst-25671	6	16	intelligent	intelligent	ADJ
ajst-25671	6	17	drilling	drilling	NOUN
ajst-25671	6	18	technology	technology	NOUN
ajst-25671	6	19	,	,	PUNCT
ajst-25671	6	20	aiming	aim	VERB
ajst-25671	6	21	to	to	PART
ajst-25671	6	22	provide	provide	VERB
ajst-25671	6	23	robust	robust	ADJ
ajst-25671	6	24	support	support	NOUN
ajst-25671	6	25	for	for	ADP
ajst-25671	6	26	the	the	DET
ajst-25671	6	27	intelligent	intelligent	ADJ
ajst-25671	6	28	upgrading	upgrading	NOUN
ajst-25671	6	29	of	of	ADP
ajst-25671	6	30	the	the	DET
ajst-25671	6	31	oil	oil	NOUN
ajst-25671	6	32	and	and	CCONJ
ajst-25671	6	33	gas	gas	NOUN
ajst-25671	6	34	industry	industry	NOUN
ajst-25671	6	35	.	.	PUNCT
ajst-25671	7	1	keywords	keyword	NOUN
ajst-25671	7	2	:	:	PUNCT
ajst-25671	7	3	drilling	drill	VERB
ajst-25671	7	4	engineering	engineering	NOUN
ajst-25671	7	5	;	;	PUNCT
ajst-25671	7	6	intelligent	intelligent	ADJ
ajst-25671	7	7	extraction	extraction	NOUN
ajst-25671	7	8	technology	technology	NOUN
ajst-25671	7	9	;	;	PUNCT
ajst-25671	7	10	intelligent	intelligent	ADJ
ajst-25671	7	11	drilling	drilling	NOUN
ajst-25671	7	12	process	process	NOUN
ajst-25671	7	13	;	;	PUNCT
ajst-25671	7	14	artificial	artificial	ADJ
ajst-25671	7	15	intelligence	intelligence	NOUN
ajst-25671	7	16	.	.	PUNCT
ajst-25671	8	1	1	1	X
ajst-25671	8	2	.	.	X
ajst-25671	8	3	introduction	introduction	NOUN
ajst-25671	8	4	at	at	ADP
ajst-25671	8	5	present	present	ADJ
ajst-25671	8	6	,	,	PUNCT
ajst-25671	8	7	oil	oil	NOUN
ajst-25671	8	8	and	and	CCONJ
ajst-25671	8	9	gas	gas	NOUN
ajst-25671	8	10	exploration	exploration	NOUN
ajst-25671	8	11	and	and	CCONJ
ajst-25671	8	12	development	development	NOUN
ajst-25671	8	13	are	be	AUX
ajst-25671	8	14	undergoing	undergo	VERB
ajst-25671	8	15	a	a	DET
ajst-25671	8	16	significant	significant	ADJ
ajst-25671	8	17	transformation	transformation	NOUN
ajst-25671	8	18	.	.	PUNCT
ajst-25671	9	1	with	with	ADP
ajst-25671	9	2	the	the	DET
ajst-25671	9	3	continuous	continuous	ADJ
ajst-25671	9	4	deepening	deepening	NOUN
ajst-25671	9	5	of	of	ADP
ajst-25671	9	6	exploration	exploration	NOUN
ajst-25671	9	7	activities	activity	NOUN
ajst-25671	9	8	,	,	PUNCT
ajst-25671	9	9	many	many	ADJ
ajst-25671	9	10	mature	mature	ADJ
ajst-25671	9	11	oilfields	oilfield	NOUN
ajst-25671	9	12	are	be	AUX
ajst-25671	9	13	entering	enter	VERB
ajst-25671	9	14	the	the	DET
ajst-25671	9	15	middle	middle	ADJ
ajst-25671	9	16	and	and	CCONJ
ajst-25671	9	17	late	late	ADJ
ajst-25671	9	18	stages	stage	NOUN
ajst-25671	9	19	characterized	characterize	VERB
ajst-25671	9	20	by	by	ADP
ajst-25671	9	21	high	high	ADJ
ajst-25671	9	22	water	water	NOUN
ajst-25671	9	23	content	content	NOUN
ajst-25671	10	1	[	[	X
ajst-25671	10	2	1	1	NUM
ajst-25671	10	3	]	]	PUNCT
ajst-25671	10	4	.	.	PUNCT
ajst-25671	11	1	however	however	ADV
ajst-25671	11	2	,	,	PUNCT
ajst-25671	11	3	as	as	ADP
ajst-25671	11	4	a	a	DET
ajst-25671	11	5	core	core	NOUN
ajst-25671	11	6	component	component	NOUN
ajst-25671	11	7	of	of	ADP
ajst-25671	11	8	oil	oil	NOUN
ajst-25671	11	9	and	and	CCONJ
ajst-25671	11	10	gas	gas	NOUN
ajst-25671	11	11	exploration	exploration	NOUN
ajst-25671	11	12	and	and	CCONJ
ajst-25671	11	13	development	development	NOUN
ajst-25671	11	14	,	,	PUNCT
ajst-25671	11	15	drilling	drilling	NOUN
ajst-25671	11	16	is	be	AUX
ajst-25671	11	17	moving	move	VERB
ajst-25671	11	18	towards	towards	ADP
ajst-25671	11	19	deeper	deep	ADJ
ajst-25671	11	20	and	and	CCONJ
ajst-25671	11	21	deeper	deep	ADJ
ajst-25671	11	22	water	water	NOUN
ajst-25671	11	23	layers	layer	NOUN
ajst-25671	11	24	.	.	PUNCT
ajst-25671	12	1	the	the	DET
ajst-25671	12	2	complex	complex	ADJ
ajst-25671	12	3	geological	geological	ADJ
ajst-25671	12	4	conditions	condition	NOUN
ajst-25671	12	5	in	in	ADP
ajst-25671	12	6	these	these	DET
ajst-25671	12	7	deeper	deep	ADJ
ajst-25671	12	8	layers	layer	NOUN
ajst-25671	12	9	highlight	highlight	VERB
ajst-25671	12	10	significant	significant	ADJ
ajst-25671	12	11	shortcomings	shortcoming	NOUN
ajst-25671	12	12	in	in	ADP
ajst-25671	12	13	traditional	traditional	ADJ
ajst-25671	12	14	drilling	drilling	NOUN
ajst-25671	12	15	technologies	technology	NOUN
ajst-25671	12	16	[	[	X
ajst-25671	12	17	2]related	2]relate	VERB
ajst-25671	12	18	to	to	ADP
ajst-25671	12	19	extraction	extraction	NOUN
ajst-25671	12	20	and	and	CCONJ
ajst-25671	12	21	processing	processing	NOUN
ajst-25671	12	22	.	.	PUNCT
ajst-25671	13	1	when	when	SCONJ
ajst-25671	13	2	encountering	encounter	VERB
ajst-25671	13	3	hard	hard	ADJ
ajst-25671	13	4	rock	rock	NOUN
ajst-25671	13	5	formations	formation	NOUN
ajst-25671	13	6	,	,	PUNCT
ajst-25671	13	7	the	the	DET
ajst-25671	13	8	limited	limited	ADJ
ajst-25671	13	9	capabilities	capability	NOUN
ajst-25671	13	10	of	of	ADP
ajst-25671	13	11	some	some	DET
ajst-25671	13	12	technicians	technician	NOUN
ajst-25671	13	13	,	,	PUNCT
ajst-25671	13	14	combined	combine	VERB
ajst-25671	13	15	with	with	ADP
ajst-25671	13	16	the	the	DET
ajst-25671	13	17	high	high	ADJ
ajst-25671	13	18	costs	cost	NOUN
ajst-25671	13	19	of	of	ADP
ajst-25671	13	20	drilling	drilling	NOUN
ajst-25671	13	21	,	,	PUNCT
ajst-25671	13	22	make	make	VERB
ajst-25671	13	23	extraction	extraction	NOUN
ajst-25671	13	24	work	work	NOUN
ajst-25671	13	25	even	even	ADV
ajst-25671	13	26	more	more	ADV
ajst-25671	13	27	challenging	challenging	ADJ
ajst-25671	13	28	.	.	PUNCT
ajst-25671	14	1	in	in	ADP
ajst-25671	14	2	particular	particular	ADJ
ajst-25671	14	3	,	,	PUNCT
ajst-25671	14	4	traditional	traditional	ADJ
ajst-25671	14	5	technical	technical	ADJ
ajst-25671	14	6	methods	method	NOUN
ajst-25671	14	7	lack	lack	VERB
ajst-25671	14	8	precision	precision	NOUN
ajst-25671	14	9	in	in	ADP
ajst-25671	14	10	well	well	ADV
ajst-25671	14	11	positioning	positioning	NOUN
ajst-25671	14	12	and	and	CCONJ
ajst-25671	14	13	have	have	VERB
ajst-25671	14	14	low	low	ADJ
ajst-25671	14	15	production	production	NOUN
ajst-25671	14	16	efficiency	efficiency	NOUN
ajst-25671	14	17	,	,	PUNCT
ajst-25671	14	18	making	make	VERB
ajst-25671	14	19	it	it	PRON
ajst-25671	14	20	difficult	difficult	ADJ
ajst-25671	14	21	to	to	PART
ajst-25671	14	22	meet	meet	VERB
ajst-25671	14	23	highdemand	highdemand	NOUN
ajst-25671	14	24	requirements	requirement	NOUN
ajst-25671	14	25	[	[	X
ajst-25671	14	26	3	3	NUM
ajst-25671	14	27	]	]	PUNCT
ajst-25671	14	28	.	.	PUNCT
ajst-25671	15	1	this	this	PRON
ajst-25671	15	2	directly	directly	ADV
ajst-25671	15	3	leads	lead	VERB
ajst-25671	15	4	to	to	ADP
ajst-25671	15	5	crude	crude	ADJ
ajst-25671	15	6	oil	oil	NOUN
ajst-25671	15	7	production	production	NOUN
ajst-25671	15	8	failing	fail	VERB
ajst-25671	15	9	to	to	PART
ajst-25671	15	10	meet	meet	VERB
ajst-25671	15	11	expected	expect	VERB
ajst-25671	15	12	targets	target	NOUN
ajst-25671	15	13	,	,	PUNCT
ajst-25671	15	14	severely	severely	ADV
ajst-25671	15	15	affecting	affect	VERB
ajst-25671	15	16	the	the	DET
ajst-25671	15	17	stability	stability	NOUN
ajst-25671	15	18	and	and	CCONJ
ajst-25671	15	19	continuity	continuity	NOUN
ajst-25671	15	20	of	of	ADP
ajst-25671	15	21	oil	oil	NOUN
ajst-25671	15	22	production	production	NOUN
ajst-25671	15	23	.	.	PUNCT
ajst-25671	16	1	thus	thus	ADV
ajst-25671	16	2	,	,	PUNCT
ajst-25671	16	3	the	the	DET
ajst-25671	16	4	development	development	NOUN
ajst-25671	16	5	of	of	ADP
ajst-25671	16	6	a	a	DET
ajst-25671	16	7	new	new	ADJ
ajst-25671	16	8	generation	generation	NOUN
ajst-25671	16	9	of	of	ADP
ajst-25671	16	10	transformative	transformative	ADJ
ajst-25671	16	11	drilling	drilling	NOUN
ajst-25671	16	12	technologies	technology	NOUN
ajst-25671	16	13	is	be	AUX
ajst-25671	16	14	critical	critical	ADJ
ajst-25671	16	15	.	.	PUNCT
ajst-25671	17	1	in	in	ADP
ajst-25671	17	2	petroleum	petroleum	NOUN
ajst-25671	17	3	drilling	drilling	NOUN
ajst-25671	17	4	operations	operation	NOUN
ajst-25671	17	5	,	,	PUNCT
ajst-25671	17	6	the	the	DET
ajst-25671	17	7	effective	effective	ADJ
ajst-25671	17	8	use	use	NOUN
ajst-25671	17	9	of	of	ADP
ajst-25671	17	10	modern	modern	ADJ
ajst-25671	17	11	information	information	NOUN
ajst-25671	17	12	technology	technology	NOUN
ajst-25671	17	13	can	can	AUX
ajst-25671	17	14	significantly	significantly	ADV
ajst-25671	17	15	improve	improve	VERB
ajst-25671	17	16	production	production	NOUN
ajst-25671	17	17	efficiency	efficiency	NOUN
ajst-25671	17	18	,	,	PUNCT
ajst-25671	17	19	enhance	enhance	VERB
ajst-25671	17	20	the	the	DET
ajst-25671	17	21	quality	quality	NOUN
ajst-25671	17	22	of	of	ADP
ajst-25671	17	23	petroleum	petroleum	NOUN
ajst-25671	17	24	products	product	NOUN
ajst-25671	17	25	,	,	PUNCT
ajst-25671	17	26	and	and	CCONJ
ajst-25671	17	27	reduce	reduce	VERB
ajst-25671	17	28	operational	operational	ADJ
ajst-25671	17	29	costs	cost	NOUN
ajst-25671	17	30	.	.	PUNCT
ajst-25671	18	1	given	give	VERB
ajst-25671	18	2	that	that	PRON
ajst-25671	18	3	drilling	drilling	NOUN
ajst-25671	18	4	operations	operation	NOUN
ajst-25671	18	5	primarily	primarily	ADV
ajst-25671	18	6	occur	occur	VERB
ajst-25671	18	7	underground	underground	ADV
ajst-25671	18	8	,	,	PUNCT
ajst-25671	18	9	they	they	PRON
ajst-25671	18	10	are	be	AUX
ajst-25671	18	11	characterized	characterize	VERB
ajst-25671	18	12	by	by	ADP
ajst-25671	18	13	unpredictability	unpredictability	NOUN
ajst-25671	18	14	and	and	CCONJ
ajst-25671	18	15	a	a	DET
ajst-25671	18	16	high	high	ADJ
ajst-25671	18	17	degree	degree	NOUN
ajst-25671	18	18	of	of	ADP
ajst-25671	18	19	concealment	concealment	NOUN
ajst-25671	18	20	,	,	PUNCT
ajst-25671	18	21	along	along	ADP
ajst-25671	18	22	with	with	ADP
ajst-25671	18	23	highly	highly	ADV
ajst-25671	18	24	complex	complex	ADJ
ajst-25671	18	25	processes	process	NOUN
ajst-25671	18	26	and	and	CCONJ
ajst-25671	18	27	massive	massive	ADJ
ajst-25671	18	28	amounts	amount	NOUN
ajst-25671	18	29	of	of	ADP
ajst-25671	18	30	information	information	NOUN
ajst-25671	18	31	involved	involve	VERB
ajst-25671	18	32	[	[	PUNCT
ajst-25671	18	33	4	4	NUM
ajst-25671	18	34	]	]	PUNCT
ajst-25671	18	35	.	.	PUNCT
ajst-25671	19	1	continuing	continue	VERB
ajst-25671	19	2	to	to	PART
ajst-25671	19	3	use	use	VERB
ajst-25671	19	4	traditional	traditional	ADJ
ajst-25671	19	5	techniques	technique	NOUN
ajst-25671	19	6	for	for	ADP
ajst-25671	19	7	quantification	quantification	NOUN
ajst-25671	19	8	and	and	CCONJ
ajst-25671	19	9	data	datum	NOUN
ajst-25671	19	10	reading	reading	NOUN
ajst-25671	19	11	will	will	AUX
ajst-25671	19	12	severely	severely	ADV
ajst-25671	19	13	impact	impact	VERB
ajst-25671	19	14	the	the	DET
ajst-25671	19	15	efficiency	efficiency	NOUN
ajst-25671	19	16	and	and	CCONJ
ajst-25671	19	17	quality	quality	NOUN
ajst-25671	19	18	of	of	ADP
ajst-25671	19	19	data	datum	NOUN
ajst-25671	19	20	collection	collection	NOUN
ajst-25671	19	21	.	.	PUNCT
ajst-25671	20	1	as	as	SCONJ
ajst-25671	20	2	the	the	DET
ajst-25671	20	3	oil	oil	NOUN
ajst-25671	20	4	and	and	CCONJ
ajst-25671	20	5	gas	gas	NOUN
ajst-25671	20	6	drilling	drilling	NOUN
ajst-25671	20	7	industry	industry	NOUN
ajst-25671	20	8	rapidly	rapidly	ADV
ajst-25671	20	9	transitions	transition	NOUN
ajst-25671	20	10	towards	towards	ADP
ajst-25671	20	11	digitization	digitization	NOUN
ajst-25671	20	12	and	and	CCONJ
ajst-25671	20	13	intelligence	intelligence	NOUN
ajst-25671	20	14	,	,	PUNCT
ajst-25671	20	15	the	the	DET
ajst-25671	20	16	application	application	NOUN
ajst-25671	20	17	of	of	ADP
ajst-25671	20	18	information	information	NOUN
ajst-25671	20	19	technology	technology	NOUN
ajst-25671	20	20	in	in	ADP
ajst-25671	20	21	drilling	drill	VERB
ajst-25671	20	22	engineering	engineering	NOUN
ajst-25671	20	23	is	be	AUX
ajst-25671	20	24	growing	grow	VERB
ajst-25671	20	25	rapidly	rapidly	ADV
ajst-25671	20	26	.	.	PUNCT
ajst-25671	21	1	these	these	DET
ajst-25671	21	2	new	new	ADJ
ajst-25671	21	3	technologies	technology	NOUN
ajst-25671	21	4	optimize	optimize	VERB
ajst-25671	21	5	drilling	drilling	NOUN
ajst-25671	21	6	processes	process	NOUN
ajst-25671	21	7	through	through	ADP
ajst-25671	21	8	machine	machine	NOUN
ajst-25671	21	9	learning	learning	NOUN
ajst-25671	21	10	,	,	PUNCT
ajst-25671	21	11	natural	natural	ADJ
ajst-25671	21	12	language	language	NOUN
ajst-25671	21	13	processing	processing	NOUN
ajst-25671	21	14	,	,	PUNCT
ajst-25671	21	15	and	and	CCONJ
ajst-25671	21	16	computer	computer	NOUN
ajst-25671	21	17	vision	vision	NOUN
ajst-25671	21	18	,	,	PUNCT
ajst-25671	21	19	providing	provide	VERB
ajst-25671	21	20	a	a	DET
ajst-25671	21	21	solid	solid	ADJ
ajst-25671	21	22	decisionmaking	decisionmake	VERB
ajst-25671	21	23	foundation	foundation	NOUN
ajst-25671	21	24	from	from	ADP
ajst-25671	21	25	the	the	DET
ajst-25671	21	26	perspective	perspective	NOUN
ajst-25671	21	27	of	of	ADP
ajst-25671	21	28	information	information	NOUN
ajst-25671	21	29	data	datum	NOUN
ajst-25671	21	30	,	,	PUNCT
ajst-25671	21	31	and	and	CCONJ
ajst-25671	21	32	offering	offer	VERB
ajst-25671	21	33	intelligent	intelligent	ADJ
ajst-25671	21	34	support	support	NOUN
ajst-25671	21	35	for	for	ADP
ajst-25671	21	36	drilling	drill	VERB
ajst-25671	21	37	operation	operation	NOUN
ajst-25671	21	38	efficiency	efficiency	NOUN
ajst-25671	21	39	[	[	X
ajst-25671	21	40	5	5	NUM
ajst-25671	21	41	]	]	PUNCT
ajst-25671	21	42	.	.	PUNCT
ajst-25671	22	1	1.1	1.1	NUM
ajst-25671	22	2	.	.	PUNCT
ajst-25671	23	1	the	the	DET
ajst-25671	23	2	needs	need	NOUN
ajst-25671	23	3	of	of	ADP
ajst-25671	23	4	drilling	drilling	NOUN
ajst-25671	23	5	technology	technology	NOUN
ajst-25671	23	6	for	for	ADP
ajst-25671	23	7	petroleum	petroleum	NOUN
ajst-25671	23	8	information	information	NOUN
ajst-25671	23	9	technology	technology	NOUN
ajst-25671	23	10	(	(	PUNCT
ajst-25671	23	11	1)need	1)need	NUM
ajst-25671	23	12	for	for	ADP
ajst-25671	23	13	underground	underground	ADJ
ajst-25671	23	14	information	information	NOUN
ajst-25671	23	15	accuracy	accuracy	NOUN
ajst-25671	23	16	.	.	PUNCT
ajst-25671	24	1	in	in	ADP
ajst-25671	24	2	the	the	DET
ajst-25671	24	3	field	field	NOUN
ajst-25671	24	4	of	of	ADP
ajst-25671	24	5	oil	oil	NOUN
ajst-25671	24	6	drilling	drilling	NOUN
ajst-25671	24	7	,	,	PUNCT
ajst-25671	24	8	the	the	DET
ajst-25671	24	9	operating	operate	VERB
ajst-25671	24	10	environment	environment	NOUN
ajst-25671	24	11	is	be	AUX
ajst-25671	24	12	complex	complex	ADJ
ajst-25671	24	13	and	and	CCONJ
ajst-25671	24	14	constantly	constantly	ADV
ajst-25671	24	15	changing	change	VERB
ajst-25671	24	16	,	,	PUNCT
ajst-25671	24	17	with	with	ADP
ajst-25671	24	18	research	research	NOUN
ajst-25671	24	19	focusing	focus	VERB
ajst-25671	24	20	deep	deep	ADV
ajst-25671	24	21	within	within	ADP
ajst-25671	24	22	geological	geological	ADJ
ajst-25671	24	23	formations	formation	NOUN
ajst-25671	24	24	.	.	PUNCT
ajst-25671	25	1	the	the	DET
ajst-25671	25	2	entire	entire	ADJ
ajst-25671	25	3	process	process	NOUN
ajst-25671	25	4	relies	rely	VERB
ajst-25671	25	5	heavily	heavily	ADV
ajst-25671	25	6	on	on	ADP
ajst-25671	25	7	accurate	accurate	ADJ
ajst-25671	25	8	underground	underground	ADJ
ajst-25671	25	9	information	information	NOUN
ajst-25671	25	10	gathering	gathering	NOUN
ajst-25671	25	11	,	,	PUNCT
ajst-25671	25	12	which	which	PRON
ajst-25671	25	13	is	be	AUX
ajst-25671	25	14	then	then	ADV
ajst-25671	25	15	combined	combine	VERB
ajst-25671	25	16	with	with	ADP
ajst-25671	25	17	professional	professional	ADJ
ajst-25671	25	18	knowledge	knowledge	NOUN
ajst-25671	25	19	and	and	CCONJ
ajst-25671	25	20	experience	experience	NOUN
ajst-25671	25	21	for	for	ADP
ajst-25671	25	22	geological	geological	ADJ
ajst-25671	25	23	analysis	analysis	NOUN
ajst-25671	25	24	.	.	PUNCT
ajst-25671	26	1	this	this	DET
ajst-25671	26	2	approach	approach	NOUN
ajst-25671	26	3	is	be	AUX
ajst-25671	26	4	essential	essential	ADJ
ajst-25671	26	5	to	to	PART
ajst-25671	26	6	accurately	accurately	ADV
ajst-25671	26	7	depict	depict	VERB
ajst-25671	26	8	the	the	DET
ajst-25671	26	9	underground	underground	ADJ
ajst-25671	26	10	environment	environment	NOUN
ajst-25671	26	11	,	,	PUNCT
ajst-25671	26	12	guiding	guide	VERB
ajst-25671	26	13	the	the	DET
ajst-25671	26	14	design	design	NOUN
ajst-25671	26	15	and	and	CCONJ
ajst-25671	26	16	implementation	implementation	NOUN
ajst-25671	26	17	of	of	ADP
ajst-25671	26	18	drilling	drilling	NOUN
ajst-25671	26	19	operations	operation	NOUN
ajst-25671	26	20	.	.	PUNCT
ajst-25671	27	1	given	give	VERB
ajst-25671	27	2	the	the	DET
ajst-25671	27	3	complexity	complexity	NOUN
ajst-25671	27	4	and	and	CCONJ
ajst-25671	27	5	vast	vast	ADJ
ajst-25671	27	6	amount	amount	NOUN
ajst-25671	27	7	of	of	ADP
ajst-25671	27	8	information	information	NOUN
ajst-25671	27	9	related	relate	VERB
ajst-25671	27	10	to	to	ADP
ajst-25671	27	11	the	the	DET
ajst-25671	27	12	underground	underground	ADJ
ajst-25671	27	13	environment	environment	NOUN
ajst-25671	27	14	,	,	PUNCT
ajst-25671	27	15	any	any	DET
ajst-25671	27	16	errors	error	NOUN
ajst-25671	27	17	in	in	ADP
ajst-25671	27	18	judgment	judgment	NOUN
ajst-25671	27	19	can	can	AUX
ajst-25671	27	20	lead	lead	VERB
ajst-25671	27	21	to	to	ADP
ajst-25671	27	22	strategic	strategic	ADJ
ajst-25671	27	23	drilling	drilling	NOUN
ajst-25671	27	24	mistakes	mistake	NOUN
ajst-25671	27	25	,	,	PUNCT
ajst-25671	27	26	resulting	result	VERB
ajst-25671	27	27	in	in	ADP
ajst-25671	27	28	high	high	ADJ
ajst-25671	27	29	cost	cost	NOUN
ajst-25671	27	30	losses	loss	NOUN
ajst-25671	27	31	and	and	CCONJ
ajst-25671	27	32	resource	resource	NOUN
ajst-25671	27	33	wastage	wastage	NOUN
ajst-25671	27	34	.	.	PUNCT
ajst-25671	28	1	(	(	PUNCT
ajst-25671	28	2	2)urgent	2)urgent	NUM
ajst-25671	28	3	need	need	VERB
ajst-25671	28	4	for	for	ADP
ajst-25671	28	5	real	real	ADJ
ajst-25671	28	6	-	-	PUNCT
ajst-25671	28	7	time	time	NOUN
ajst-25671	28	8	information	information	NOUN
ajst-25671	28	9	transmission	transmission	NOUN
ajst-25671	28	10	.	.	PUNCT
ajst-25671	29	1	drilling	drilling	NOUN
ajst-25671	29	2	operations	operation	NOUN
ajst-25671	29	3	take	take	VERB
ajst-25671	29	4	place	place	NOUN
ajst-25671	29	5	in	in	ADP
ajst-25671	29	6	a	a	DET
ajst-25671	29	7	rapidly	rapidly	ADV
ajst-25671	29	8	changing	change	VERB
ajst-25671	29	9	downhole	downhole	NOUN
ajst-25671	29	10	environment	environment	NOUN
ajst-25671	29	11	,	,	PUNCT
ajst-25671	29	12	with	with	ADP
ajst-25671	29	13	fluctuating	fluctuate	VERB
ajst-25671	29	14	parameters	parameter	NOUN
ajst-25671	29	15	such	such	ADJ
ajst-25671	29	16	as	as	ADP
ajst-25671	29	17	rock	rock	NOUN
ajst-25671	29	18	formation	formation	NOUN
ajst-25671	29	19	structures	structure	NOUN
ajst-25671	29	20	and	and	CCONJ
ajst-25671	29	21	pressure	pressure	NOUN
ajst-25671	29	22	conditions	condition	NOUN
ajst-25671	29	23	.	.	PUNCT
ajst-25671	30	1	these	these	DET
ajst-25671	30	2	dynamic	dynamic	ADJ
ajst-25671	30	3	changes	change	NOUN
ajst-25671	30	4	directly	directly	ADV
ajst-25671	30	5	impact	impact	VERB
ajst-25671	30	6	the	the	DET
ajst-25671	30	7	smooth	smooth	ADJ
ajst-25671	30	8	progress	progress	NOUN
ajst-25671	30	9	of	of	ADP
ajst-25671	30	10	drilling	drilling	NOUN
ajst-25671	30	11	operations	operation	NOUN
ajst-25671	30	12	.	.	PUNCT
ajst-25671	31	1	if	if	SCONJ
ajst-25671	31	2	information	information	NOUN
ajst-25671	31	3	transmission	transmission	NOUN
ajst-25671	31	4	is	be	AUX
ajst-25671	31	5	delayed	delay	VERB
ajst-25671	31	6	or	or	CCONJ
ajst-25671	31	7	distorted	distort	VERB
ajst-25671	31	8	,	,	PUNCT
ajst-25671	31	9	it	it	PRON
ajst-25671	31	10	could	could	AUX
ajst-25671	31	11	lead	lead	VERB
ajst-25671	31	12	to	to	ADP
ajst-25671	31	13	inaccuracies	inaccuracy	NOUN
ajst-25671	31	14	in	in	ADP
ajst-25671	31	15	operational	operational	ADJ
ajst-25671	31	16	positioning	positioning	NOUN
ajst-25671	31	17	and	and	CCONJ
ajst-25671	31	18	delays	delay	NOUN
ajst-25671	31	19	in	in	ADP
ajst-25671	31	20	project	project	NOUN
ajst-25671	31	21	timelines	timeline	NOUN
ajst-25671	31	22	.	.	PUNCT
ajst-25671	32	1	therefore	therefore	ADV
ajst-25671	32	2	,	,	PUNCT
ajst-25671	32	3	capturing	capture	VERB
ajst-25671	32	4	and	and	CCONJ
ajst-25671	32	5	transmitting	transmit	VERB
ajst-25671	32	6	real	real	ADJ
ajst-25671	32	7	-	-	PUNCT
ajst-25671	32	8	time	time	NOUN
ajst-25671	32	9	information	information	NOUN
ajst-25671	32	10	about	about	ADP
ajst-25671	32	11	changes	change	NOUN
ajst-25671	32	12	in	in	ADP
ajst-25671	32	13	downhole	downhole	NOUN
ajst-25671	32	14	conditions	condition	NOUN
ajst-25671	32	15	is	be	AUX
ajst-25671	32	16	crucial	crucial	ADJ
ajst-25671	32	17	for	for	ADP
ajst-25671	32	18	technical	technical	ADJ
ajst-25671	32	19	personnel	personnel	NOUN
ajst-25671	32	20	.	.	PUNCT
ajst-25671	33	1	it	it	PRON
ajst-25671	33	2	enables	enable	VERB
ajst-25671	33	3	them	they	PRON
ajst-25671	33	4	to	to	PART
ajst-25671	33	5	respond	respond	VERB
ajst-25671	33	6	swiftly	swiftly	ADV
ajst-25671	33	7	,	,	PUNCT
ajst-25671	33	8	adjust	adjust	VERB
ajst-25671	33	9	drilling	drilling	NOUN
ajst-25671	33	10	strategies	strategy	NOUN
ajst-25671	33	11	,	,	PUNCT
ajst-25671	33	12	and	and	CCONJ
ajst-25671	33	13	modify	modify	VERB
ajst-25671	33	14	operational	operational	ADJ
ajst-25671	33	15	protocols	protocol	NOUN
ajst-25671	33	16	,	,	PUNCT
ajst-25671	33	17	ensuring	ensure	VERB
ajst-25671	33	18	precise	precise	ADJ
ajst-25671	33	19	and	and	CCONJ
ajst-25671	33	20	efficient	efficient	ADJ
ajst-25671	33	21	construction	construction	NOUN
ajst-25671	33	22	.	.	PUNCT
ajst-25671	34	1	(	(	PUNCT
ajst-25671	34	2	3)urgent	3)urgent	NUM
ajst-25671	34	3	need	need	VERB
ajst-25671	34	4	for	for	ADP
ajst-25671	34	5	transition	transition	NOUN
ajst-25671	34	6	to	to	ADP
ajst-25671	34	7	information	information	NOUN
ajst-25671	34	8	-	-	PUNCT
ajst-25671	34	9	based	base	VERB
ajst-25671	34	10	management	management	NOUN
ajst-25671	34	11	.	.	PUNCT
ajst-25671	35	1	drilling	drilling	NOUN
ajst-25671	35	2	operations	operation	NOUN
ajst-25671	35	3	typically	typically	ADV
ajst-25671	35	4	involve	involve	VERB
ajst-25671	35	5	dispersed	disperse	VERB
ajst-25671	35	6	teams	team	NOUN
ajst-25671	35	7	,	,	PUNCT
ajst-25671	35	8	high	high	ADJ
ajst-25671	35	9	mobility	mobility	NOUN
ajst-25671	35	10	,	,	PUNCT
ajst-25671	35	11	and	and	CCONJ
ajst-25671	35	12	harsh	harsh	ADJ
ajst-25671	35	13	natural	natural	ADJ
ajst-25671	35	14	environments	environment	NOUN
ajst-25671	35	15	.	.	PUNCT
ajst-25671	36	1	as	as	SCONJ
ajst-25671	36	2	drilling	drilling	NOUN
ajst-25671	36	3	projects	project	NOUN
ajst-25671	36	4	continue	continue	VERB
ajst-25671	36	5	to	to	PART
ajst-25671	36	6	expand	expand	VERB
ajst-25671	36	7	in	in	ADP
ajst-25671	36	8	scale	scale	NOUN
ajst-25671	36	9	,	,	PUNCT
ajst-25671	36	10	traditional	traditional	ADJ
ajst-25671	36	11	management	management	NOUN
ajst-25671	36	12	models	model	NOUN
ajst-25671	36	13	show	show	VERB
ajst-25671	36	14	significant	significant	ADJ
ajst-25671	36	15	disadvantages	disadvantage	NOUN
ajst-25671	36	16	.	.	PUNCT
ajst-25671	37	1	modern	modern	ADJ
ajst-25671	37	2	information	information	NOUN
ajst-25671	37	3	technology	technology	NOUN
ajst-25671	37	4	brings	bring	VERB
ajst-25671	37	5	new	new	ADJ
ajst-25671	37	6	transformations	transformation	NOUN
ajst-25671	37	7	to	to	ADP
ajst-25671	37	8	the	the	DET
ajst-25671	37	9	drilling	drilling	NOUN
ajst-25671	37	10	industry	industry	NOUN
ajst-25671	37	11	by	by	ADP
ajst-25671	37	12	establishing	establish	VERB
ajst-25671	37	13	an	an	DET
ajst-25671	37	14	information	information	NOUN
ajst-25671	37	15	-	-	PUNCT
ajst-25671	37	16	based	base	VERB
ajst-25671	37	17	management	management	NOUN
ajst-25671	37	18	system	system	NOUN
ajst-25671	37	19	for	for	ADP
ajst-25671	37	20	drilling	drill	VERB
ajst-25671	37	21	engineering	engineering	NOUN
ajst-25671	37	22	.	.	PUNCT
ajst-25671	38	1	this	this	DET
ajst-25671	38	2	system	system	NOUN
ajst-25671	38	3	enables	enable	VERB
ajst-25671	38	4	detailed	detailed	ADJ
ajst-25671	38	5	monitoring	monitoring	NOUN
ajst-25671	38	6	and	and	CCONJ
ajst-25671	38	7	management	management	NOUN
ajst-25671	38	8	of	of	ADP
ajst-25671	38	9	the	the	DET
ajst-25671	38	10	entire	entire	ADJ
ajst-25671	38	11	drilling	drilling	NOUN
ajst-25671	38	12	process	process	NOUN
ajst-25671	38	13	,	,	PUNCT
ajst-25671	38	14	covering	cover	VERB
ajst-25671	38	15	functions	function	NOUN
ajst-25671	38	16	such	such	ADJ
ajst-25671	38	17	as	as	ADP
ajst-25671	38	18	equipment	equipment	NOUN
ajst-25671	38	19	289	289	NUM
ajst-25671	38	20	condition	condition	NOUN
ajst-25671	38	21	monitoring	monitoring	NOUN
ajst-25671	38	22	,	,	PUNCT
ajst-25671	38	23	real	real	ADJ
ajst-25671	38	24	-	-	PUNCT
ajst-25671	38	25	time	time	NOUN
ajst-25671	38	26	tracking	tracking	NOUN
ajst-25671	38	27	of	of	ADP
ajst-25671	38	28	construction	construction	NOUN
ajst-25671	38	29	progress	progress	NOUN
ajst-25671	38	30	,	,	PUNCT
ajst-25671	38	31	and	and	CCONJ
ajst-25671	38	32	safety	safety	NOUN
ajst-25671	38	33	hazard	hazard	NOUN
ajst-25671	38	34	warnings	warning	NOUN
ajst-25671	38	35	.	.	PUNCT
ajst-25671	39	1	it	it	PRON
ajst-25671	39	2	not	not	PART
ajst-25671	39	3	only	only	ADV
ajst-25671	39	4	improves	improve	VERB
ajst-25671	39	5	the	the	DET
ajst-25671	39	6	efficiency	efficiency	NOUN
ajst-25671	39	7	of	of	ADP
ajst-25671	39	8	drilling	drilling	NOUN
ajst-25671	39	9	operations	operation	NOUN
ajst-25671	39	10	but	but	CCONJ
ajst-25671	39	11	also	also	ADV
ajst-25671	39	12	effectively	effectively	ADV
ajst-25671	39	13	reduces	reduce	VERB
ajst-25671	39	14	safety	safety	NOUN
ajst-25671	39	15	risks	risk	NOUN
ajst-25671	39	16	,	,	PUNCT
ajst-25671	39	17	providing	provide	VERB
ajst-25671	39	18	solid	solid	ADJ
ajst-25671	39	19	assurance	assurance	NOUN
ajst-25671	39	20	for	for	ADP
ajst-25671	39	21	the	the	DET
ajst-25671	39	22	smooth	smooth	ADJ
ajst-25671	39	23	operation	operation	NOUN
ajst-25671	39	24	of	of	ADP
ajst-25671	39	25	drilling	drilling	NOUN
ajst-25671	39	26	projects	project	NOUN
ajst-25671	39	27	.	.	PUNCT
ajst-25671	40	1	2	2	X
ajst-25671	40	2	.	.	X
ajst-25671	40	3	intelligent	intelligent	ADJ
ajst-25671	40	4	extraction	extraction	NOUN
ajst-25671	40	5	technology	technology	NOUN
ajst-25671	40	6	2.1	2.1	NUM
ajst-25671	40	7	.	.	PUNCT
ajst-25671	41	1	intelligent	intelligent	ADJ
ajst-25671	41	2	drill	drill	NOUN
ajst-25671	41	3	bit	bit	NOUN
ajst-25671	41	4	technology	technology	NOUN
ajst-25671	41	5	the	the	DET
ajst-25671	41	6	drill	drill	NOUN
ajst-25671	41	7	bit	bit	NOUN
ajst-25671	41	8	,	,	PUNCT
ajst-25671	41	9	a	a	DET
ajst-25671	41	10	critical	critical	ADJ
ajst-25671	41	11	component	component	NOUN
ajst-25671	41	12	of	of	ADP
ajst-25671	41	13	drilling	drilling	NOUN
ajst-25671	41	14	equipment	equipment	NOUN
ajst-25671	41	15	,	,	PUNCT
ajst-25671	41	16	is	be	AUX
ajst-25671	41	17	designed	design	VERB
ajst-25671	41	18	to	to	PART
ajst-25671	41	19	break	break	VERB
ajst-25671	41	20	rock	rock	NOUN
ajst-25671	41	21	formations	formation	NOUN
ajst-25671	41	22	and	and	CCONJ
ajst-25671	41	23	create	create	VERB
ajst-25671	41	24	the	the	DET
ajst-25671	41	25	wellbore	wellbore	NOUN
ajst-25671	41	26	.	.	PUNCT
ajst-25671	42	1	currently	currently	ADV
ajst-25671	42	2	,	,	PUNCT
ajst-25671	42	3	roller	roller	NOUN
ajst-25671	42	4	cone	cone	NOUN
ajst-25671	42	5	bits	bit	NOUN
ajst-25671	42	6	and	and	CCONJ
ajst-25671	42	7	pdc	pdc	PROPN
ajst-25671	42	8	(	(	PUNCT
ajst-25671	42	9	polycrystalline	polycrystalline	VERB
ajst-25671	42	10	diamond	diamond	NOUN
ajst-25671	42	11	compact	compact	ADJ
ajst-25671	42	12	)	)	PUNCT
ajst-25671	42	13	bits	bit	NOUN
ajst-25671	42	14	are	be	AUX
ajst-25671	42	15	widely	widely	ADV
ajst-25671	42	16	used	use	VERB
ajst-25671	42	17	for	for	ADP
ajst-25671	42	18	rock	rock	NOUN
ajst-25671	42	19	breaking	break	VERB
ajst-25671	42	20	in	in	ADP
ajst-25671	42	21	exploration	exploration	NOUN
ajst-25671	42	22	and	and	CCONJ
ajst-25671	42	23	development	development	NOUN
ajst-25671	42	24	.	.	PUNCT
ajst-25671	43	1	however	however	ADV
ajst-25671	43	2	,	,	PUNCT
ajst-25671	43	3	they	they	PRON
ajst-25671	43	4	also	also	ADV
ajst-25671	43	5	face	face	VERB
ajst-25671	43	6	challenges	challenge	NOUN
ajst-25671	43	7	such	such	ADJ
ajst-25671	43	8	as	as	ADP
ajst-25671	43	9	complex	complex	ADJ
ajst-25671	43	10	manufacturing	manufacturing	NOUN
ajst-25671	43	11	processes	process	NOUN
ajst-25671	43	12	and	and	CCONJ
ajst-25671	43	13	susceptibility	susceptibility	NOUN
ajst-25671	43	14	to	to	ADP
ajst-25671	43	15	structural	structural	ADJ
ajst-25671	43	16	damage	damage	NOUN
ajst-25671	43	17	.	.	PUNCT
ajst-25671	44	1	intelligent	intelligent	ADJ
ajst-25671	44	2	drill	drill	NOUN
ajst-25671	44	3	bit	bit	NOUN
ajst-25671	44	4	technology	technology	NOUN
ajst-25671	44	5	,	,	PUNCT
ajst-25671	44	6	by	by	ADP
ajst-25671	44	7	integrating	integrate	VERB
ajst-25671	44	8	advanced	advanced	ADJ
ajst-25671	44	9	sensors	sensor	NOUN
ajst-25671	44	10	and	and	CCONJ
ajst-25671	44	11	control	control	NOUN
ajst-25671	44	12	units	unit	NOUN
ajst-25671	44	13	,	,	PUNCT
ajst-25671	44	14	can	can	AUX
ajst-25671	44	15	monitor	monitor	VERB
ajst-25671	44	16	reservoir	reservoir	NOUN
ajst-25671	44	17	properties	property	NOUN
ajst-25671	44	18	and	and	CCONJ
ajst-25671	44	19	downhole	downhole	ADJ
ajst-25671	44	20	geological	geological	ADJ
ajst-25671	44	21	conditions	condition	NOUN
ajst-25671	44	22	in	in	ADP
ajst-25671	44	23	real	real	ADJ
ajst-25671	44	24	time	time	NOUN
ajst-25671	44	25	and	and	CCONJ
ajst-25671	44	26	automatically	automatically	ADV
ajst-25671	44	27	adapt	adapt	VERB
ajst-25671	44	28	to	to	ADP
ajst-25671	44	29	formation	formation	NOUN
ajst-25671	44	30	conditions	condition	NOUN
ajst-25671	44	31	.	.	PUNCT
ajst-25671	45	1	this	this	PRON
ajst-25671	45	2	extends	extend	VERB
ajst-25671	45	3	the	the	DET
ajst-25671	45	4	bit	bit	NOUN
ajst-25671	45	5	's	's	PART
ajst-25671	45	6	lifespan	lifespan	NOUN
ajst-25671	45	7	and	and	CCONJ
ajst-25671	45	8	improves	improve	VERB
ajst-25671	45	9	drilling	drilling	NOUN
ajst-25671	45	10	efficiency	efficiency	NOUN
ajst-25671	45	11	.	.	PUNCT
ajst-25671	46	1	shaohe	shaohe	PROPN
ajst-25671	46	2	zhang	zhang	PROPN
ajst-25671	47	1	[	[	X
ajst-25671	47	2	6	6	NUM
ajst-25671	47	3	]	]	PUNCT
ajst-25671	47	4	utilized	utilize	VERB
ajst-25671	47	5	3d	3d	NUM
ajst-25671	47	6	printing	printing	NOUN
ajst-25671	47	7	technology	technology	NOUN
ajst-25671	47	8	in	in	ADP
ajst-25671	47	9	the	the	DET
ajst-25671	47	10	manufacturing	manufacturing	NOUN
ajst-25671	47	11	process	process	NOUN
ajst-25671	47	12	of	of	ADP
ajst-25671	47	13	pdc	pdc	PROPN
ajst-25671	47	14	bit	bit	NOUN
ajst-25671	47	15	molds	mold	NOUN
ajst-25671	47	16	,	,	PUNCT
ajst-25671	47	17	demonstrating	demonstrate	VERB
ajst-25671	47	18	through	through	ADP
ajst-25671	47	19	experiments	experiment	NOUN
ajst-25671	47	20	a	a	DET
ajst-25671	47	21	significant	significant	ADJ
ajst-25671	47	22	improvement	improvement	NOUN
ajst-25671	47	23	in	in	ADP
ajst-25671	47	24	the	the	DET
ajst-25671	47	25	rockbreaking	rockbreake	VERB
ajst-25671	47	26	efficiency	efficiency	NOUN
ajst-25671	47	27	of	of	ADP
ajst-25671	47	28	the	the	DET
ajst-25671	47	29	new	new	ADJ
ajst-25671	47	30	bits	bit	NOUN
ajst-25671	47	31	.	.	PUNCT
ajst-25671	48	1	huang	huang	PROPN
ajst-25671	48	2	zhe	zhe	PROPN
ajst-25671	49	1	[	[	X
ajst-25671	49	2	7	7	NUM
ajst-25671	49	3	]	]	PUNCT
ajst-25671	49	4	developed	develop	VERB
ajst-25671	49	5	a	a	DET
ajst-25671	49	6	central	central	ADJ
ajst-25671	49	7	modular	modular	ADJ
ajst-25671	49	8	stress	stress	NOUN
ajst-25671	49	9	measurement	measurement	NOUN
ajst-25671	49	10	scheme	scheme	NOUN
ajst-25671	49	11	that	that	PRON
ajst-25671	49	12	employs	employ	VERB
ajst-25671	49	13	rigid	rigid	ADJ
ajst-25671	49	14	connections	connection	NOUN
ajst-25671	49	15	and	and	CCONJ
ajst-25671	49	16	designed	design	VERB
ajst-25671	49	17	a	a	DET
ajst-25671	49	18	prismatic	prismatic	ADJ
ajst-25671	49	19	motion	motion	NOUN
ajst-25671	49	20	measurement	measurement	NOUN
ajst-25671	49	21	array	array	NOUN
ajst-25671	49	22	and	and	CCONJ
ajst-25671	49	23	its	its	PRON
ajst-25671	49	24	data	data	NOUN
ajst-25671	49	25	processing	processing	NOUN
ajst-25671	49	26	method	method	NOUN
ajst-25671	49	27	,	,	PUNCT
ajst-25671	49	28	successfully	successfully	ADV
ajst-25671	49	29	producing	produce	VERB
ajst-25671	49	30	a	a	DET
ajst-25671	49	31	prototype	prototype	NOUN
ajst-25671	49	32	of	of	ADP
ajst-25671	49	33	an	an	DET
ajst-25671	49	34	intelligent	intelligent	ADJ
ajst-25671	49	35	drill	drill	NOUN
ajst-25671	49	36	bit	bit	NOUN
ajst-25671	49	37	.	.	PUNCT
ajst-25671	50	1	experimental	experimental	ADJ
ajst-25671	50	2	results	result	NOUN
ajst-25671	50	3	confirmed	confirm	VERB
ajst-25671	50	4	the	the	DET
ajst-25671	50	5	effectiveness	effectiveness	NOUN
ajst-25671	50	6	of	of	ADP
ajst-25671	50	7	this	this	DET
ajst-25671	50	8	technology	technology	NOUN
ajst-25671	50	9	and	and	CCONJ
ajst-25671	50	10	method	method	NOUN
ajst-25671	50	11	.	.	PUNCT
ajst-25671	51	1	baker	baker	PROPN
ajst-25671	51	2	hughes	hughes	PROPN
ajst-25671	51	3	'	'	PART
ajst-25671	51	4	terradapt	terradapt	NOUN
ajst-25671	51	5	adaptive	adaptive	ADJ
ajst-25671	51	6	bit	bit	NOUN
ajst-25671	51	7	uses	use	VERB
ajst-25671	51	8	feedback	feedback	NOUN
ajst-25671	51	9	from	from	ADP
ajst-25671	51	10	sensors	sensor	NOUN
ajst-25671	51	11	to	to	PART
ajst-25671	51	12	adjust	adjust	VERB
ajst-25671	51	13	the	the	DET
ajst-25671	51	14	cutting	cut	VERB
ajst-25671	51	15	depth	depth	NOUN
ajst-25671	51	16	of	of	ADP
ajst-25671	51	17	the	the	DET
ajst-25671	51	18	bit	bit	NOUN
ajst-25671	51	19	based	base	VERB
ajst-25671	51	20	on	on	ADP
ajst-25671	51	21	the	the	DET
ajst-25671	51	22	underground	underground	ADJ
ajst-25671	51	23	rock	rock	NOUN
ajst-25671	51	24	formation	formation	NOUN
ajst-25671	51	25	structure	structure	NOUN
ajst-25671	51	26	and	and	CCONJ
ajst-25671	51	27	the	the	DET
ajst-25671	51	28	predetermined	predetermine	VERB
ajst-25671	51	29	target	target	NOUN
ajst-25671	51	30	location	location	NOUN
ajst-25671	51	31	,	,	PUNCT
ajst-25671	51	32	thereby	thereby	ADV
ajst-25671	51	33	reducing	reduce	VERB
ajst-25671	51	34	stick	stick	NOUN
ajst-25671	51	35	-	-	PUNCT
ajst-25671	51	36	slip	slip	NOUN
ajst-25671	51	37	phenomena	phenomenon	NOUN
ajst-25671	51	38	during	during	ADP
ajst-25671	51	39	the	the	DET
ajst-25671	51	40	drilling	drilling	NOUN
ajst-25671	51	41	process	process	NOUN
ajst-25671	51	42	.	.	PUNCT
ajst-25671	52	1	in	in	ADP
ajst-25671	52	2	kuwait	kuwait	PROPN
ajst-25671	52	3	,	,	PUNCT
ajst-25671	52	4	the	the	DET
ajst-25671	52	5	first	first	ADJ
ajst-25671	52	6	use	use	NOUN
ajst-25671	52	7	of	of	ADP
ajst-25671	52	8	an	an	DET
ajst-25671	52	9	adaptive	adaptive	ADJ
ajst-25671	52	10	bit	bit	NOUN
ajst-25671	52	11	equipped	equip	VERB
ajst-25671	52	12	with	with	ADP
ajst-25671	52	13	a	a	DET
ajst-25671	52	14	rotary	rotary	ADJ
ajst-25671	52	15	steering	steering	NOUN
ajst-25671	52	16	system	system	NOUN
ajst-25671	52	17	effectively	effectively	ADV
ajst-25671	52	18	reduced	reduce	VERB
ajst-25671	52	19	vibration	vibration	NOUN
ajst-25671	52	20	during	during	ADP
ajst-25671	52	21	drilling	drilling	NOUN
ajst-25671	52	22	and	and	CCONJ
ajst-25671	52	23	successfully	successfully	ADV
ajst-25671	52	24	increased	increase	VERB
ajst-25671	52	25	the	the	DET
ajst-25671	52	26	average	average	ADJ
ajst-25671	52	27	rate	rate	NOUN
ajst-25671	52	28	of	of	ADP
ajst-25671	52	29	penetration	penetration	NOUN
ajst-25671	52	30	(	(	PUNCT
ajst-25671	52	31	rop	rop	PROPN
ajst-25671	52	32	)	)	PUNCT
ajst-25671	52	33	in	in	ADP
ajst-25671	52	34	the	the	DET
ajst-25671	52	35	oilfield	oilfield	NOUN
ajst-25671	52	36	.	.	PUNCT
ajst-25671	53	1	halliburton	halliburton	PROPN
ajst-25671	53	2	's	's	PART
ajst-25671	53	3	latest	late	ADJ
ajst-25671	53	4	deep	deep	ADJ
ajst-25671	53	5	-	-	PUNCT
ajst-25671	53	6	cut	cut	NOUN
ajst-25671	53	7	roller	roller	NOUN
ajst-25671	53	8	element	element	NOUN
ajst-25671	53	9	bit	bit	NOUN
ajst-25671	53	10	technology	technology	NOUN
ajst-25671	53	11	leverages	leverage	VERB
ajst-25671	53	12	the	the	DET
ajst-25671	53	13	wear	wear	NOUN
ajst-25671	53	14	-	-	PUNCT
ajst-25671	53	15	resistant	resistant	ADJ
ajst-25671	53	16	and	and	CCONJ
ajst-25671	53	17	impact	impact	NOUN
ajst-25671	53	18	-	-	PUNCT
ajst-25671	53	19	resistant	resistant	ADJ
ajst-25671	53	20	properties	property	NOUN
ajst-25671	53	21	of	of	ADP
ajst-25671	53	22	roller	roller	NOUN
ajst-25671	53	23	elements	element	NOUN
ajst-25671	53	24	to	to	PART
ajst-25671	53	25	significantly	significantly	ADV
ajst-25671	53	26	reduce	reduce	VERB
ajst-25671	53	27	friction	friction	NOUN
ajst-25671	53	28	heat	heat	NOUN
ajst-25671	53	29	and	and	CCONJ
ajst-25671	53	30	resistance	resistance	NOUN
ajst-25671	53	31	during	during	ADP
ajst-25671	53	32	drilling	drill	VERB
ajst-25671	53	33	[	[	X
ajst-25671	53	34	8	8	NUM
ajst-25671	53	35	]	]	PUNCT
ajst-25671	53	36	.	.	PUNCT
ajst-25671	54	1	overall	overall	ADV
ajst-25671	54	2	,	,	PUNCT
ajst-25671	54	3	given	give	VERB
ajst-25671	54	4	that	that	SCONJ
ajst-25671	54	5	drilling	drilling	NOUN
ajst-25671	54	6	operations	operation	NOUN
ajst-25671	54	7	are	be	AUX
ajst-25671	54	8	typically	typically	ADV
ajst-25671	54	9	conducted	conduct	VERB
ajst-25671	54	10	under	under	ADP
ajst-25671	54	11	harsh	harsh	ADJ
ajst-25671	54	12	conditions	condition	NOUN
ajst-25671	54	13	such	such	ADJ
ajst-25671	54	14	as	as	ADP
ajst-25671	54	15	high	high	ADJ
ajst-25671	54	16	pressure	pressure	NOUN
ajst-25671	54	17	and	and	CCONJ
ajst-25671	54	18	high	high	ADJ
ajst-25671	54	19	temperature	temperature	NOUN
ajst-25671	54	20	,	,	PUNCT
ajst-25671	54	21	intelligent	intelligent	ADJ
ajst-25671	54	22	drill	drill	NOUN
ajst-25671	54	23	bit	bit	NOUN
ajst-25671	54	24	technology	technology	NOUN
ajst-25671	54	25	still	still	ADV
ajst-25671	54	26	requires	require	VERB
ajst-25671	54	27	further	further	ADJ
ajst-25671	54	28	innovation	innovation	NOUN
ajst-25671	54	29	and	and	CCONJ
ajst-25671	54	30	improvement	improvement	NOUN
ajst-25671	54	31	to	to	PART
ajst-25671	54	32	enhance	enhance	VERB
ajst-25671	54	33	mechanical	mechanical	ADJ
ajst-25671	54	34	strength	strength	NOUN
ajst-25671	54	35	and	and	CCONJ
ajst-25671	54	36	maintainability	maintainability	NOUN
ajst-25671	54	37	.	.	PUNCT
ajst-25671	55	1	2.2	2.2	NUM
ajst-25671	55	2	.	.	PUNCT
ajst-25671	56	1	intelligent	intelligent	ADJ
ajst-25671	56	2	drilling	drilling	NOUN
ajst-25671	56	3	rig	rig	NOUN
ajst-25671	56	4	technology	technology	NOUN
ajst-25671	56	5	in	in	ADP
ajst-25671	56	6	the	the	DET
ajst-25671	56	7	process	process	NOUN
ajst-25671	56	8	of	of	ADP
ajst-25671	56	9	oil	oil	NOUN
ajst-25671	56	10	exploration	exploration	NOUN
ajst-25671	56	11	,	,	PUNCT
ajst-25671	56	12	the	the	DET
ajst-25671	56	13	drilling	drilling	NOUN
ajst-25671	56	14	rig	rig	NOUN
ajst-25671	56	15	drives	drive	VERB
ajst-25671	56	16	the	the	DET
ajst-25671	56	17	drill	drill	NOUN
ajst-25671	56	18	string	string	NOUN
ajst-25671	56	19	to	to	PART
ajst-25671	56	20	penetrate	penetrate	VERB
ajst-25671	56	21	underground	underground	ADJ
ajst-25671	56	22	rock	rock	NOUN
ajst-25671	56	23	formations	formation	NOUN
ajst-25671	56	24	to	to	PART
ajst-25671	56	25	reach	reach	VERB
ajst-25671	56	26	a	a	DET
ajst-25671	56	27	predetermined	predetermined	ADJ
ajst-25671	56	28	depth	depth	NOUN
ajst-25671	56	29	,	,	PUNCT
ajst-25671	56	30	allowing	allow	VERB
ajst-25671	56	31	oil	oil	NOUN
ajst-25671	56	32	and	and	CCONJ
ajst-25671	56	33	gas	gas	NOUN
ajst-25671	56	34	extraction	extraction	NOUN
ajst-25671	56	35	equipment	equipment	NOUN
ajst-25671	56	36	to	to	PART
ajst-25671	56	37	extract	extract	VERB
ajst-25671	56	38	petroleum	petroleum	NOUN
ajst-25671	56	39	and	and	CCONJ
ajst-25671	56	40	natural	natural	ADJ
ajst-25671	56	41	gas	gas	NOUN
ajst-25671	56	42	.	.	PUNCT
ajst-25671	57	1	the	the	DET
ajst-25671	57	2	oil	oil	NOUN
ajst-25671	57	3	drilling	drilling	NOUN
ajst-25671	57	4	rig	rig	NOUN
ajst-25671	57	5	is	be	AUX
ajst-25671	57	6	the	the	DET
ajst-25671	57	7	core	core	ADJ
ajst-25671	57	8	equipment	equipment	NOUN
ajst-25671	57	9	of	of	ADP
ajst-25671	57	10	drilling	drilling	NOUN
ajst-25671	57	11	operations	operation	NOUN
ajst-25671	57	12	,	,	PUNCT
ajst-25671	57	13	comprising	comprise	VERB
ajst-25671	57	14	eight	eight	NUM
ajst-25671	57	15	major	major	ADJ
ajst-25671	57	16	systems	system	NOUN
ajst-25671	57	17	,	,	PUNCT
ajst-25671	57	18	including	include	VERB
ajst-25671	57	19	the	the	DET
ajst-25671	57	20	hoisting	hoist	VERB
ajst-25671	57	21	system	system	NOUN
ajst-25671	57	22	,	,	PUNCT
ajst-25671	57	23	transmission	transmission	NOUN
ajst-25671	57	24	system	system	NOUN
ajst-25671	57	25	,	,	PUNCT
ajst-25671	57	26	and	and	CCONJ
ajst-25671	57	27	drilling	drilling	NOUN
ajst-25671	57	28	fluid	fluid	ADJ
ajst-25671	57	29	circulation	circulation	NOUN
ajst-25671	57	30	system	system	NOUN
ajst-25671	57	31	.	.	PUNCT
ajst-25671	58	1	traditional	traditional	ADJ
ajst-25671	58	2	rigs	rig	NOUN
ajst-25671	58	3	require	require	VERB
ajst-25671	58	4	manual	manual	ADJ
ajst-25671	58	5	control	control	NOUN
ajst-25671	58	6	and	and	CCONJ
ajst-25671	58	7	are	be	AUX
ajst-25671	58	8	associated	associate	VERB
ajst-25671	58	9	with	with	ADP
ajst-25671	58	10	high	high	ADJ
ajst-25671	58	11	risks	risk	NOUN
ajst-25671	58	12	.	.	PUNCT
ajst-25671	59	1	however	however	ADV
ajst-25671	59	2	,	,	PUNCT
ajst-25671	59	3	with	with	ADP
ajst-25671	59	4	technological	technological	ADJ
ajst-25671	59	5	advancements	advancement	NOUN
ajst-25671	59	6	,	,	PUNCT
ajst-25671	59	7	intelligent	intelligent	ADJ
ajst-25671	59	8	drilling	drilling	NOUN
ajst-25671	59	9	rigs	rig	NOUN
ajst-25671	59	10	have	have	AUX
ajst-25671	59	11	integrated	integrate	VERB
ajst-25671	59	12	automated	automate	VERB
ajst-25671	59	13	control	control	NOUN
ajst-25671	59	14	systems	system	NOUN
ajst-25671	59	15	,	,	PUNCT
ajst-25671	59	16	allowing	allow	VERB
ajst-25671	59	17	for	for	ADP
ajst-25671	59	18	real	real	ADJ
ajst-25671	59	19	-	-	PUNCT
ajst-25671	59	20	time	time	NOUN
ajst-25671	59	21	remote	remote	ADJ
ajst-25671	59	22	monitoring	monitoring	NOUN
ajst-25671	59	23	of	of	ADP
ajst-25671	59	24	downhole	downhole	NOUN
ajst-25671	59	25	working	working	NOUN
ajst-25671	59	26	conditions	condition	NOUN
ajst-25671	59	27	and	and	CCONJ
ajst-25671	59	28	enabling	enable	VERB
ajst-25671	59	29	precise	precise	ADJ
ajst-25671	59	30	parameter	parameter	NOUN
ajst-25671	59	31	control	control	NOUN
ajst-25671	59	32	of	of	ADP
ajst-25671	59	33	the	the	DET
ajst-25671	59	34	rig	rig	NOUN
ajst-25671	60	1	[	[	X
ajst-25671	60	2	9	9	NUM
ajst-25671	60	3	]	]	PUNCT
ajst-25671	60	4	.	.	PUNCT
ajst-25671	61	1	korry	korry	PROPN
ajst-25671	61	2	machinery	machinery	PROPN
ajst-25671	61	3	's	's	PART
ajst-25671	61	4	9000	9000	NUM
ajst-25671	61	5	m	m	NOUN
ajst-25671	61	6	ac	ac	ADJ
ajst-25671	61	7	variable	variable	ADJ
ajst-25671	61	8	frequency	frequency	PROPN
ajst-25671	61	9	electric	electric	PROPN
ajst-25671	61	10	drive	drive	NOUN
ajst-25671	61	11	rig	rig	NOUN
ajst-25671	61	12	with	with	ADP
ajst-25671	61	13	a	a	DET
ajst-25671	61	14	winch	winch	NOUN
ajst-25671	61	15	hoisting	hoist	VERB
ajst-25671	61	16	method	method	NOUN
ajst-25671	61	17	introduces	introduce	NOUN
ajst-25671	61	18	features	feature	VERB
ajst-25671	61	19	such	such	ADJ
ajst-25671	61	20	as	as	ADP
ajst-25671	61	21	dual	dual	ADV
ajst-25671	61	22	-	-	PUNCT
ajst-25671	61	23	powered	power	VERB
ajst-25671	61	24	mouse	mouse	NOUN
ajst-25671	61	25	holes	hole	NOUN
ajst-25671	61	26	,	,	PUNCT
ajst-25671	61	27	iron	iron	NOUN
ajst-25671	61	28	roughnecks	roughneck	NOUN
ajst-25671	61	29	,	,	PUNCT
ajst-25671	61	30	vertical	vertical	ADJ
ajst-25671	61	31	pipe	pipe	NOUN
ajst-25671	61	32	handlers	handler	NOUN
ajst-25671	61	33	,	,	PUNCT
ajst-25671	61	34	and	and	CCONJ
ajst-25671	61	35	automated	automate	VERB
ajst-25671	61	36	pipe	pipe	NOUN
ajst-25671	61	37	handling	handling	NOUN
ajst-25671	61	38	systems	system	NOUN
ajst-25671	61	39	on	on	ADP
ajst-25671	61	40	the	the	DET
ajst-25671	61	41	second	second	ADJ
ajst-25671	61	42	floor	floor	NOUN
ajst-25671	61	43	.	.	PUNCT
ajst-25671	62	1	baoji	baoji	NOUN
ajst-25671	62	2	petroleum	petroleum	NOUN
ajst-25671	62	3	machinery	machinery	NOUN
ajst-25671	62	4	designed	design	VERB
ajst-25671	62	5	a	a	DET
ajst-25671	62	6	ground	ground	NOUN
ajst-25671	62	7	remote	remote	ADV
ajst-25671	62	8	-	-	PUNCT
ajst-25671	62	9	controlled	control	VERB
ajst-25671	62	10	hydraulic	hydraulic	ADJ
ajst-25671	62	11	cylinder	cylinder	NOUN
ajst-25671	62	12	lifting	lifting	NOUN
ajst-25671	62	13	system	system	NOUN
ajst-25671	62	14	and	and	CCONJ
ajst-25671	62	15	developed	develop	VERB
ajst-25671	62	16	a	a	DET
ajst-25671	62	17	7000	7000	NUM
ajst-25671	62	18	m	m	NUM
ajst-25671	62	19	automated	automate	VERB
ajst-25671	62	20	rig	rig	NOUN
ajst-25671	62	21	,	,	PUNCT
ajst-25671	62	22	which	which	PRON
ajst-25671	62	23	has	have	AUX
ajst-25671	62	24	been	be	AUX
ajst-25671	62	25	deployed	deploy	VERB
ajst-25671	62	26	in	in	ADP
ajst-25671	62	27	demonstration	demonstration	NOUN
ajst-25671	62	28	areas	area	NOUN
ajst-25671	62	29	,	,	PUNCT
ajst-25671	62	30	significantly	significantly	ADV
ajst-25671	62	31	increasing	increase	VERB
ajst-25671	62	32	lifting	lift	VERB
ajst-25671	62	33	speed	speed	NOUN
ajst-25671	62	34	and	and	CCONJ
ajst-25671	62	35	drilling	drilling	NOUN
ajst-25671	62	36	efficiency	efficiency	NOUN
ajst-25671	62	37	.	.	PUNCT
ajst-25671	63	1	herrick	herrick	PROPN
ajst-25671	63	2	's	's	PART
ajst-25671	63	3	automated	automate	VERB
ajst-25671	63	4	rig	rig	NOUN
ajst-25671	63	5	employs	employ	VERB
ajst-25671	63	6	a	a	DET
ajst-25671	63	7	hydraulic	hydraulic	ADJ
ajst-25671	63	8	hoisting	hoist	VERB
ajst-25671	63	9	system	system	NOUN
ajst-25671	63	10	and	and	CCONJ
ajst-25671	63	11	introduces	introduce	VERB
ajst-25671	63	12	a	a	DET
ajst-25671	63	13	horizontal	horizontal	ADJ
ajst-25671	63	14	-	-	PUNCT
ajst-25671	63	15	vertical	vertical	ADJ
ajst-25671	63	16	tubular	tubular	ADJ
ajst-25671	63	17	handling	handling	NOUN
ajst-25671	63	18	system	system	NOUN
ajst-25671	63	19	.	.	PUNCT
ajst-25671	64	1	west	west	PROPN
ajst-25671	64	2	's	's	PART
ajst-25671	64	3	continuous	continuous	ADJ
ajst-25671	64	4	-	-	PUNCT
ajst-25671	64	5	motion	motion	NOUN
ajst-25671	64	6	intelligent	intelligent	ADJ
ajst-25671	64	7	rig	rig	NOUN
ajst-25671	64	8	utilizes	utilize	VERB
ajst-25671	64	9	a	a	DET
ajst-25671	64	10	rack	rack	VERB
ajst-25671	64	11	-	-	PUNCT
ajst-25671	64	12	and	and	CCONJ
ajst-25671	64	13	-	-	PUNCT
ajst-25671	64	14	pinion	pinion	NOUN
ajst-25671	64	15	system	system	NOUN
ajst-25671	64	16	with	with	ADP
ajst-25671	64	17	dual	dual	ADJ
ajst-25671	64	18	hoisting	hoist	VERB
ajst-25671	64	19	systems	system	NOUN
ajst-25671	64	20	,	,	PUNCT
ajst-25671	64	21	allowing	allow	VERB
ajst-25671	64	22	continuous	continuous	ADJ
ajst-25671	64	23	drilling	drilling	NOUN
ajst-25671	64	24	without	without	ADP
ajst-25671	64	25	stopping	stop	VERB
ajst-25671	64	26	pumps	pump	NOUN
ajst-25671	64	27	or	or	CCONJ
ajst-25671	64	28	drilling	drilling	NOUN
ajst-25671	64	29	while	while	SCONJ
ajst-25671	64	30	connecting	connect	VERB
ajst-25671	64	31	single	single	ADJ
ajst-25671	64	32	joints	joint	NOUN
ajst-25671	64	33	,	,	PUNCT
ajst-25671	64	34	thereby	thereby	ADV
ajst-25671	64	35	enhancing	enhance	VERB
ajst-25671	64	36	work	work	NOUN
ajst-25671	64	37	efficiency	efficiency	NOUN
ajst-25671	64	38	.	.	PUNCT
ajst-25671	65	1	nabor	nabor	PROPN
ajst-25671	65	2	's	's	PART
ajst-25671	65	3	fully	fully	ADV
ajst-25671	65	4	automated	automate	VERB
ajst-25671	65	5	land	land	NOUN
ajst-25671	65	6	drilling	drilling	NOUN
ajst-25671	65	7	rig	rig	NOUN
ajst-25671	65	8	,	,	PUNCT
ajst-25671	65	9	operating	operate	VERB
ajst-25671	65	10	without	without	ADP
ajst-25671	65	11	manual	manual	ADJ
ajst-25671	65	12	intervention	intervention	NOUN
ajst-25671	65	13	,	,	PUNCT
ajst-25671	65	14	achieved	achieve	VERB
ajst-25671	65	15	the	the	DET
ajst-25671	65	16	first	first	ADJ
ajst-25671	65	17	fully	fully	ADV
ajst-25671	65	18	automated	automate	VERB
ajst-25671	65	19	drilling	drilling	NOUN
ajst-25671	65	20	operation	operation	NOUN
ajst-25671	65	21	in	in	ADP
ajst-25671	65	22	the	the	DET
ajst-25671	65	23	permian	permian	PROPN
ajst-25671	65	24	basin	basin	NOUN
ajst-25671	65	25	of	of	ADP
ajst-25671	65	26	the	the	DET
ajst-25671	65	27	united	united	PROPN
ajst-25671	65	28	states	states	PROPN
ajst-25671	65	29	,	,	PUNCT
ajst-25671	65	30	reaching	reach	VERB
ajst-25671	65	31	a	a	DET
ajst-25671	65	32	total	total	ADJ
ajst-25671	65	33	well	well	ADJ
ajst-25671	65	34	depth	depth	NOUN
ajst-25671	65	35	of	of	ADP
ajst-25671	65	36	6,071	6,071	NUM
ajst-25671	65	37	m.	m.	NOUN
ajst-25671	65	38	overall	overall	ADJ
ajst-25671	65	39	,	,	PUNCT
ajst-25671	65	40	although	although	SCONJ
ajst-25671	65	41	current	current	ADJ
ajst-25671	65	42	intelligent	intelligent	ADJ
ajst-25671	65	43	drilling	drilling	NOUN
ajst-25671	65	44	rig	rig	NOUN
ajst-25671	65	45	technology	technology	NOUN
ajst-25671	65	46	has	have	AUX
ajst-25671	65	47	achieved	achieve	VERB
ajst-25671	65	48	certain	certain	ADJ
ajst-25671	65	49	advancements	advancement	NOUN
ajst-25671	65	50	,	,	PUNCT
ajst-25671	65	51	further	further	ADJ
ajst-25671	65	52	research	research	NOUN
ajst-25671	65	53	and	and	CCONJ
ajst-25671	65	54	development	development	NOUN
ajst-25671	65	55	are	be	AUX
ajst-25671	65	56	needed	need	VERB
ajst-25671	65	57	in	in	ADP
ajst-25671	65	58	areas	area	NOUN
ajst-25671	65	59	such	such	ADJ
ajst-25671	65	60	as	as	ADP
ajst-25671	65	61	intelligent	intelligent	ADJ
ajst-25671	65	62	analysis	analysis	NOUN
ajst-25671	65	63	,	,	PUNCT
ajst-25671	65	64	variable	variable	ADJ
ajst-25671	65	65	frequency	frequency	NOUN
ajst-25671	65	66	control	control	NOUN
ajst-25671	65	67	,	,	PUNCT
ajst-25671	65	68	and	and	CCONJ
ajst-25671	65	69	tubular	tubular	ADJ
ajst-25671	65	70	handling	handling	NOUN
ajst-25671	65	71	,	,	PUNCT
ajst-25671	65	72	in	in	ADP
ajst-25671	65	73	conjunction	conjunction	NOUN
ajst-25671	65	74	with	with	ADP
ajst-25671	65	75	modern	modern	ADJ
ajst-25671	65	76	cutting	cutting	NOUN
ajst-25671	65	77	-	-	PUNCT
ajst-25671	65	78	edge	edge	NOUN
ajst-25671	65	79	technologies	technology	NOUN
ajst-25671	65	80	.	.	PUNCT
ajst-25671	66	1	2.3	2.3	NUM
ajst-25671	66	2	.	.	PUNCT
ajst-25671	66	3	intelligent	intelligent	ADJ
ajst-25671	66	4	drill	drill	NOUN
ajst-25671	66	5	pipe	pipe	NOUN
ajst-25671	66	6	technology	technology	NOUN
ajst-25671	66	7	drill	drill	NOUN
ajst-25671	66	8	pipes	pipe	NOUN
ajst-25671	66	9	connect	connect	VERB
ajst-25671	66	10	surface	surface	NOUN
ajst-25671	66	11	drilling	drilling	NOUN
ajst-25671	66	12	rigs	rig	NOUN
ajst-25671	66	13	with	with	ADP
ajst-25671	66	14	equipment	equipment	NOUN
ajst-25671	66	15	like	like	ADP
ajst-25671	66	16	drill	drill	NOUN
ajst-25671	66	17	bits	bit	NOUN
ajst-25671	66	18	located	locate	VERB
ajst-25671	66	19	at	at	ADP
ajst-25671	66	20	the	the	DET
ajst-25671	66	21	bottom	bottom	NOUN
ajst-25671	66	22	of	of	ADP
ajst-25671	66	23	the	the	DET
ajst-25671	66	24	wellbore	wellbore	NOUN
ajst-25671	66	25	.	.	PUNCT
ajst-25671	67	1	they	they	PRON
ajst-25671	67	2	primarily	primarily	ADV
ajst-25671	67	3	transmit	transmit	VERB
ajst-25671	67	4	torque	torque	NOUN
ajst-25671	67	5	and	and	CCONJ
ajst-25671	67	6	drilling	drilling	NOUN
ajst-25671	67	7	pressure	pressure	NOUN
ajst-25671	67	8	,	,	PUNCT
ajst-25671	67	9	guiding	guide	VERB
ajst-25671	67	10	the	the	DET
ajst-25671	67	11	drill	drill	NOUN
ajst-25671	67	12	bit	bit	NOUN
ajst-25671	67	13	through	through	ADP
ajst-25671	67	14	the	the	DET
ajst-25671	67	15	formation	formation	NOUN
ajst-25671	67	16	.	.	PUNCT
ajst-25671	68	1	while	while	SCONJ
ajst-25671	68	2	traditional	traditional	ADJ
ajst-25671	68	3	drill	drill	NOUN
ajst-25671	68	4	pipes	pipe	NOUN
ajst-25671	68	5	play	play	VERB
ajst-25671	68	6	a	a	DET
ajst-25671	68	7	crucial	crucial	ADJ
ajst-25671	68	8	role	role	NOUN
ajst-25671	68	9	in	in	ADP
ajst-25671	68	10	drilling	drilling	NOUN
ajst-25671	68	11	operations	operation	NOUN
ajst-25671	68	12	,	,	PUNCT
ajst-25671	68	13	they	they	PRON
ajst-25671	68	14	have	have	VERB
ajst-25671	68	15	limitations	limitation	NOUN
ajst-25671	68	16	such	such	ADJ
ajst-25671	68	17	as	as	ADP
ajst-25671	68	18	the	the	DET
ajst-25671	68	19	inability	inability	NOUN
ajst-25671	68	20	to	to	PART
ajst-25671	68	21	monitor	monitor	VERB
ajst-25671	68	22	downhole	downhole	NOUN
ajst-25671	68	23	conditions	condition	NOUN
ajst-25671	68	24	in	in	ADP
ajst-25671	68	25	real	real	ADJ
ajst-25671	68	26	-	-	PUNCT
ajst-25671	68	27	time	time	NOUN
ajst-25671	68	28	,	,	PUNCT
ajst-25671	68	29	limited	limited	ADJ
ajst-25671	68	30	data	data	NOUN
ajst-25671	68	31	transmission	transmission	NOUN
ajst-25671	68	32	capabilities	capability	NOUN
ajst-25671	68	33	,	,	PUNCT
ajst-25671	68	34	and	and	CCONJ
ajst-25671	68	35	poor	poor	ADJ
ajst-25671	68	36	adaptability	adaptability	NOUN
ajst-25671	68	37	to	to	ADP
ajst-25671	68	38	complex	complex	ADJ
ajst-25671	68	39	formations	formation	NOUN
ajst-25671	68	40	.	.	PUNCT
ajst-25671	69	1	with	with	ADP
ajst-25671	69	2	the	the	DET
ajst-25671	69	3	continuous	continuous	ADJ
ajst-25671	69	4	development	development	NOUN
ajst-25671	69	5	of	of	ADP
ajst-25671	69	6	information	information	NOUN
ajst-25671	69	7	technology	technology	NOUN
ajst-25671	69	8	,	,	PUNCT
ajst-25671	69	9	intelligent	intelligent	ADJ
ajst-25671	69	10	drill	drill	NOUN
ajst-25671	69	11	pipes	pipe	NOUN
ajst-25671	70	1	[	[	X
ajst-25671	70	2	10	10	NUM
ajst-25671	70	3	]	]	PUNCT
ajst-25671	70	4	are	be	AUX
ajst-25671	70	5	gradually	gradually	ADV
ajst-25671	70	6	overcoming	overcome	VERB
ajst-25671	70	7	these	these	DET
ajst-25671	70	8	challenges	challenge	NOUN
ajst-25671	70	9	,	,	PUNCT
ajst-25671	70	10	bringing	bring	VERB
ajst-25671	70	11	significant	significant	ADJ
ajst-25671	70	12	breakthroughs	breakthrough	NOUN
ajst-25671	70	13	to	to	ADP
ajst-25671	70	14	drilling	drill	VERB
ajst-25671	70	15	technology	technology	NOUN
ajst-25671	70	16	.	.	PUNCT
ajst-25671	71	1	currently	currently	ADV
ajst-25671	71	2	,	,	PUNCT
ajst-25671	71	3	hilong	hilong	ADJ
ajst-25671	71	4	petroleum	petroleum	NOUN
ajst-25671	71	5	tubular	tubular	ADJ
ajst-25671	71	6	goods	good	NOUN
ajst-25671	71	7	research	research	NOUN
ajst-25671	71	8	institute	institute	NOUN
ajst-25671	71	9	has	have	AUX
ajst-25671	71	10	developed	develop	VERB
ajst-25671	71	11	intelligent	intelligent	ADJ
ajst-25671	71	12	drill	drill	NOUN
ajst-25671	71	13	pipes	pipe	NOUN
ajst-25671	71	14	capable	capable	ADJ
ajst-25671	71	15	of	of	ADP
ajst-25671	71	16	wired	wire	VERB
ajst-25671	71	17	power	power	NOUN
ajst-25671	71	18	transmission	transmission	NOUN
ajst-25671	71	19	of	of	ADP
ajst-25671	71	20	1	1	NUM
ajst-25671	71	21	kw	kw	NOUN
ajst-25671	71	22	from	from	ADP
ajst-25671	71	23	the	the	DET
ajst-25671	71	24	surface	surface	NOUN
ajst-25671	71	25	to	to	ADP
ajst-25671	71	26	the	the	DET
ajst-25671	71	27	downhole	downhole	NOUN
ajst-25671	71	28	,	,	PUNCT
ajst-25671	71	29	enabling	enable	VERB
ajst-25671	71	30	real	real	ADJ
ajst-25671	71	31	-	-	PUNCT
ajst-25671	71	32	time	time	NOUN
ajst-25671	71	33	control	control	NOUN
ajst-25671	71	34	of	of	ADP
ajst-25671	71	35	downhole	downhole	NOUN
ajst-25671	71	36	drilling	drilling	NOUN
ajst-25671	71	37	progress	progress	NOUN
ajst-25671	71	38	.	.	PUNCT
ajst-25671	72	1	the	the	DET
ajst-25671	72	2	american	american	PROPN
ajst-25671	72	3	company	company	PROPN
ajst-25671	72	4	nov	nov	PROPN
ajst-25671	72	5	has	have	AUX
ajst-25671	72	6	developed	develop	VERB
ajst-25671	72	7	a	a	DET
ajst-25671	72	8	telemetry	telemetry	NOUN
ajst-25671	72	9	drill	drill	NOUN
ajst-25671	72	10	pipe	pipe	NOUN
ajst-25671	72	11	system	system	NOUN
ajst-25671	72	12	with	with	ADP
ajst-25671	72	13	low	low	ADJ
ajst-25671	72	14	communication	communication	NOUN
ajst-25671	72	15	power	power	NOUN
ajst-25671	72	16	requirements	requirement	NOUN
ajst-25671	72	17	that	that	PRON
ajst-25671	72	18	can	can	AUX
ajst-25671	72	19	transmit	transmit	VERB
ajst-25671	72	20	high	high	ADJ
ajst-25671	72	21	-	-	PUNCT
ajst-25671	72	22	frequency	frequency	NOUN
ajst-25671	72	23	signals	signal	NOUN
ajst-25671	72	24	in	in	ADP
ajst-25671	72	25	the	the	DET
ajst-25671	72	26	mhz	mhz	ADJ
ajst-25671	72	27	range	range	NOUN
ajst-25671	72	28	without	without	ADP
ajst-25671	72	29	significant	significant	ADJ
ajst-25671	72	30	attenuation	attenuation	NOUN
ajst-25671	72	31	.	.	PUNCT
ajst-25671	73	1	baker	baker	PROPN
ajst-25671	73	2	hughes	hughes	PROPN
ajst-25671	73	3	has	have	AUX
ajst-25671	73	4	introduced	introduce	VERB
ajst-25671	73	5	an	an	DET
ajst-25671	73	6	intelligent	intelligent	ADJ
ajst-25671	73	7	drill	drill	NOUN
ajst-25671	73	8	pipe	pipe	NOUN
ajst-25671	73	9	induction	induction	NOUN
ajst-25671	73	10	joint	joint	NOUN
ajst-25671	73	11	,	,	PUNCT
ajst-25671	73	12	which	which	PRON
ajst-25671	73	13	embeds	embed	VERB
ajst-25671	73	14	a	a	DET
ajst-25671	73	15	ring	ring	NOUN
ajst-25671	73	16	antenna	antenna	NOUN
ajst-25671	73	17	at	at	ADP
ajst-25671	73	18	each	each	DET
ajst-25671	73	19	end	end	NOUN
ajst-25671	73	20	of	of	ADP
ajst-25671	73	21	adjacent	adjacent	ADJ
ajst-25671	73	22	drill	drill	NOUN
ajst-25671	73	23	pipe	pipe	NOUN
ajst-25671	73	24	joints	joint	NOUN
ajst-25671	73	25	,	,	PUNCT
ajst-25671	73	26	utilizing	utilize	VERB
ajst-25671	73	27	nearfield	nearfield	NOUN
ajst-25671	73	28	transmission	transmission	NOUN
ajst-25671	73	29	technology	technology	NOUN
ajst-25671	73	30	to	to	PART
ajst-25671	73	31	transmit	transmit	VERB
ajst-25671	73	32	data	datum	NOUN
ajst-25671	73	33	between	between	ADP
ajst-25671	73	34	drill	drill	NOUN
ajst-25671	73	35	pipes	pipe	NOUN
ajst-25671	73	36	.	.	PUNCT
ajst-25671	74	1	china	china	PROPN
ajst-25671	74	2	national	national	PROPN
ajst-25671	74	3	petroleum	petroleum	PROPN
ajst-25671	74	4	corporation	corporation	NOUN
ajst-25671	74	5	has	have	AUX
ajst-25671	74	6	developed	develop	VERB
ajst-25671	74	7	a	a	DET
ajst-25671	74	8	high	high	ADJ
ajst-25671	74	9	-	-	PUNCT
ajst-25671	74	10	speed	speed	NOUN
ajst-25671	74	11	data	data	NOUN
ajst-25671	74	12	transmission	transmission	NOUN
ajst-25671	74	13	drill	drill	NOUN
ajst-25671	74	14	pipe	pipe	NOUN
ajst-25671	74	15	that	that	PRON
ajst-25671	74	16	uses	use	VERB
ajst-25671	74	17	key	key	ADJ
ajst-25671	74	18	magnetic	magnetic	ADJ
ajst-25671	74	19	coupling	coupling	NOUN
ajst-25671	74	20	wired	wire	VERB
ajst-25671	74	21	technology	technology	NOUN
ajst-25671	74	22	,	,	PUNCT
ajst-25671	74	23	achieving	achieve	VERB
ajst-25671	74	24	bidirectional	bidirectional	ADJ
ajst-25671	74	25	communication	communication	NOUN
ajst-25671	74	26	speeds	speed	NOUN
ajst-25671	74	27	of	of	ADP
ajst-25671	74	28	up	up	ADP
ajst-25671	74	29	to	to	PART
ajst-25671	74	30	10	10	NUM
ajst-25671	74	31	^	^	SYM
ajst-25671	74	32	5	5	NUM
ajst-25671	74	33	bps	bps	NOUN
ajst-25671	74	34	.	.	PUNCT
ajst-25671	74	35	fiberspar	fiberspar	PROPN
ajst-25671	74	36	has	have	AUX
ajst-25671	74	37	developed	develop	VERB
ajst-25671	74	38	an	an	DET
ajst-25671	74	39	intelligent	intelligent	ADJ
ajst-25671	74	40	coiled	coil	VERB
ajst-25671	74	41	tubing	tubing	NOUN
ajst-25671	74	42	with	with	ADP
ajst-25671	74	43	built	build	VERB
ajst-25671	74	44	-	-	PUNCT
ajst-25671	74	45	in	in	ADP
ajst-25671	74	46	power	power	NOUN
ajst-25671	74	47	and	and	CCONJ
ajst-25671	74	48	signal	signal	NOUN
ajst-25671	74	49	transmission	transmission	NOUN
ajst-25671	74	50	lines	line	NOUN
ajst-25671	74	51	,	,	PUNCT
ajst-25671	74	52	allowing	allow	VERB
ajst-25671	74	53	simultaneous	simultaneous	ADJ
ajst-25671	74	54	data	datum	NOUN
ajst-25671	74	55	transmission	transmission	NOUN
ajst-25671	74	56	and	and	CCONJ
ajst-25671	74	57	power	power	NOUN
ajst-25671	74	58	supply	supply	NOUN
ajst-25671	74	59	to	to	ADP
ajst-25671	74	60	downhole	downhole	NOUN
ajst-25671	74	61	equipment	equipment	NOUN
ajst-25671	74	62	.	.	PUNCT
ajst-25671	75	1	overall	overall	ADJ
ajst-25671	75	2	,	,	PUNCT
ajst-25671	75	3	intelligent	intelligent	ADJ
ajst-25671	75	4	drill	drill	NOUN
ajst-25671	75	5	pipe	pipe	NOUN
ajst-25671	75	6	technology	technology	NOUN
ajst-25671	75	7	overcomes	overcome	VERB
ajst-25671	75	8	the	the	DET
ajst-25671	75	9	limitations	limitation	NOUN
ajst-25671	75	10	of	of	ADP
ajst-25671	75	11	data	data	NOUN
ajst-25671	75	12	transmission	transmission	NOUN
ajst-25671	75	13	efficiency	efficiency	NOUN
ajst-25671	75	14	in	in	ADP
ajst-25671	75	15	traditional	traditional	ADJ
ajst-25671	75	16	drilling	drilling	NOUN
ajst-25671	75	17	,	,	PUNCT
ajst-25671	75	18	effectively	effectively	ADV
ajst-25671	75	19	enhancing	enhance	VERB
ajst-25671	75	20	the	the	DET
ajst-25671	75	21	efficiency	efficiency	NOUN
ajst-25671	75	22	of	of	ADP
ajst-25671	75	23	drilling	drilling	NOUN
ajst-25671	75	24	operations	operation	NOUN
ajst-25671	75	25	.	.	PUNCT
ajst-25671	76	1	2.4	2.4	NUM
ajst-25671	76	2	.	.	PUNCT
ajst-25671	76	3	intelligent	intelligent	ADJ
ajst-25671	76	4	drilling	drilling	NOUN
ajst-25671	76	5	system	system	NOUN
ajst-25671	76	6	an	an	DET
ajst-25671	76	7	intelligent	intelligent	ADJ
ajst-25671	76	8	drilling	drilling	NOUN
ajst-25671	76	9	system	system	NOUN
ajst-25671	76	10	integrates	integrate	VERB
ajst-25671	76	11	various	various	ADJ
ajst-25671	76	12	cuttingedge	cuttingedge	NOUN
ajst-25671	76	13	technologies	technology	NOUN
ajst-25671	76	14	such	such	ADJ
ajst-25671	76	15	as	as	ADP
ajst-25671	76	16	big	big	ADJ
ajst-25671	76	17	data	datum	NOUN
ajst-25671	76	18	,	,	PUNCT
ajst-25671	76	19	artificial	artificial	ADJ
ajst-25671	76	20	intelligence	intelligence	NOUN
ajst-25671	76	21	,	,	PUNCT
ajst-25671	76	22	the	the	DET
ajst-25671	76	23	internet	internet	NOUN
ajst-25671	76	24	of	of	ADP
ajst-25671	76	25	things	thing	NOUN
ajst-25671	76	26	(	(	PUNCT
ajst-25671	76	27	iot	iot	NOUN
ajst-25671	76	28	)	)	PUNCT
ajst-25671	76	29	,	,	PUNCT
ajst-25671	76	30	and	and	CCONJ
ajst-25671	76	31	cloud	cloud	NOUN
ajst-25671	76	32	computing	computing	NOUN
ajst-25671	76	33	to	to	PART
ajst-25671	76	34	improve	improve	VERB
ajst-25671	76	35	the	the	DET
ajst-25671	76	36	efficiency	efficiency	NOUN
ajst-25671	76	37	and	and	CCONJ
ajst-25671	76	38	safety	safety	NOUN
ajst-25671	76	39	of	of	ADP
ajst-25671	76	40	drilling	drilling	NOUN
ajst-25671	76	41	operations	operation	NOUN
ajst-25671	76	42	.	.	PUNCT
ajst-25671	77	1	by	by	ADP
ajst-25671	77	2	providing	provide	VERB
ajst-25671	77	3	automated	automate	VERB
ajst-25671	77	4	computation	computation	NOUN
ajst-25671	77	5	,	,	PUNCT
ajst-25671	77	6	analysis	analysis	NOUN
ajst-25671	77	7	,	,	PUNCT
ajst-25671	77	8	and	and	CCONJ
ajst-25671	77	9	real	real	ADJ
ajst-25671	77	10	-	-	PUNCT
ajst-25671	77	11	time	time	NOUN
ajst-25671	77	12	monitoring	monitoring	NOUN
ajst-25671	77	13	at	at	ADP
ajst-25671	77	14	290	290	NUM
ajst-25671	77	15	various	various	ADJ
ajst-25671	77	16	stages	stage	NOUN
ajst-25671	77	17	of	of	ADP
ajst-25671	77	18	drilling	drilling	NOUN
ajst-25671	77	19	,	,	PUNCT
ajst-25671	77	20	it	it	PRON
ajst-25671	77	21	optimizes	optimize	VERB
ajst-25671	77	22	the	the	DET
ajst-25671	77	23	drilling	drilling	NOUN
ajst-25671	77	24	process	process	NOUN
ajst-25671	77	25	,	,	PUNCT
ajst-25671	77	26	reduces	reduce	VERB
ajst-25671	77	27	costs	cost	NOUN
ajst-25671	77	28	,	,	PUNCT
ajst-25671	77	29	and	and	CCONJ
ajst-25671	77	30	increases	increase	VERB
ajst-25671	77	31	oil	oil	NOUN
ajst-25671	77	32	and	and	CCONJ
ajst-25671	77	33	gas	gas	NOUN
ajst-25671	77	34	well	well	NOUN
ajst-25671	77	35	production	production	NOUN
ajst-25671	77	36	and	and	CCONJ
ajst-25671	77	37	recovery	recovery	NOUN
ajst-25671	77	38	rates	rate	NOUN
ajst-25671	77	39	[	[	X
ajst-25671	77	40	11	11	NUM
ajst-25671	77	41	,	,	PUNCT
ajst-25671	77	42	12	12	NUM
ajst-25671	77	43	,	,	PUNCT
ajst-25671	77	44	13	13	NUM
ajst-25671	77	45	]	]	PUNCT
ajst-25671	77	46	.	.	PUNCT
ajst-25671	78	1	british	british	ADJ
ajst-25671	78	2	petroleum	petroleum	PROPN
ajst-25671	78	3	(	(	PUNCT
ajst-25671	78	4	bp	bp	PROPN
ajst-25671	78	5	)	)	PUNCT
ajst-25671	78	6	combines	combine	VERB
ajst-25671	78	7	digital	digital	ADJ
ajst-25671	78	8	twin	twin	ADJ
ajst-25671	78	9	technology	technology	NOUN
ajst-25671	78	10	with	with	ADP
ajst-25671	78	11	artificial	artificial	ADJ
ajst-25671	78	12	intelligence	intelligence	NOUN
ajst-25671	78	13	to	to	PART
ajst-25671	78	14	determine	determine	VERB
ajst-25671	78	15	the	the	DET
ajst-25671	78	16	optimal	optimal	ADJ
ajst-25671	78	17	speed	speed	NOUN
ajst-25671	78	18	and	and	CCONJ
ajst-25671	78	19	direction	direction	NOUN
ajst-25671	78	20	of	of	ADP
ajst-25671	78	21	drilling	drilling	NOUN
ajst-25671	78	22	operations	operation	NOUN
ajst-25671	78	23	,	,	PUNCT
ajst-25671	78	24	optimize	optimize	VERB
ajst-25671	78	25	the	the	DET
ajst-25671	78	26	usage	usage	NOUN
ajst-25671	78	27	of	of	ADP
ajst-25671	78	28	water	water	NOUN
ajst-25671	78	29	,	,	PUNCT
ajst-25671	78	30	chemicals	chemical	NOUN
ajst-25671	78	31	,	,	PUNCT
ajst-25671	78	32	and	and	CCONJ
ajst-25671	78	33	other	other	ADJ
ajst-25671	78	34	resources	resource	NOUN
ajst-25671	78	35	,	,	PUNCT
ajst-25671	78	36	and	and	CCONJ
ajst-25671	78	37	reduce	reduce	VERB
ajst-25671	78	38	operational	operational	ADJ
ajst-25671	78	39	time	time	NOUN
ajst-25671	78	40	by	by	ADP
ajst-25671	78	41	nearly	nearly	ADV
ajst-25671	78	42	50	50	NUM
ajst-25671	78	43	%	%	NOUN
ajst-25671	78	44	,	,	PUNCT
ajst-25671	78	45	significantly	significantly	ADV
ajst-25671	78	46	enhancing	enhance	VERB
ajst-25671	78	47	drilling	drilling	NOUN
ajst-25671	78	48	efficiency	efficiency	NOUN
ajst-25671	78	49	.	.	PUNCT
ajst-25671	79	1	baker	baker	PROPN
ajst-25671	79	2	hughes	hughes	PROPN
ajst-25671	79	3	'	'	PART
ajst-25671	79	4	scadadrill	scadadrill	PROPN
ajst-25671	79	5	remote	remote	ADJ
ajst-25671	79	6	control	control	NOUN
ajst-25671	79	7	platform	platform	NOUN
ajst-25671	79	8	offers	offer	VERB
ajst-25671	79	9	capabilities	capability	NOUN
ajst-25671	79	10	such	such	ADJ
ajst-25671	79	11	as	as	ADP
ajst-25671	79	12	remote	remote	ADJ
ajst-25671	79	13	data	data	NOUN
ajst-25671	79	14	transmission	transmission	NOUN
ajst-25671	79	15	,	,	PUNCT
ajst-25671	79	16	intelligent	intelligent	ADJ
ajst-25671	79	17	data	datum	NOUN
ajst-25671	79	18	analysis	analysis	NOUN
ajst-25671	79	19	,	,	PUNCT
ajst-25671	79	20	and	and	CCONJ
ajst-25671	79	21	risk	risk	NOUN
ajst-25671	79	22	assessment	assessment	NOUN
ajst-25671	79	23	.	.	PUNCT
ajst-25671	80	1	it	it	PRON
ajst-25671	80	2	collects	collect	VERB
ajst-25671	80	3	historical	historical	ADJ
ajst-25671	80	4	drilling	drilling	NOUN
ajst-25671	80	5	data	datum	NOUN
ajst-25671	80	6	,	,	PUNCT
ajst-25671	80	7	uses	use	VERB
ajst-25671	80	8	machine	machine	NOUN
ajst-25671	80	9	learning	learning	NOUN
ajst-25671	80	10	for	for	ADP
ajst-25671	80	11	autonomous	autonomous	ADJ
ajst-25671	80	12	learning	learning	NOUN
ajst-25671	80	13	,	,	PUNCT
ajst-25671	80	14	simulates	simulate	VERB
ajst-25671	80	15	drilling	drill	VERB
ajst-25671	80	16	operations	operation	NOUN
ajst-25671	80	17	,	,	PUNCT
ajst-25671	80	18	and	and	CCONJ
ajst-25671	80	19	optimizes	optimize	VERB
ajst-25671	80	20	drilling	drilling	NOUN
ajst-25671	80	21	parameters	parameter	NOUN
ajst-25671	80	22	accordingly	accordingly	ADV
ajst-25671	80	23	.	.	PUNCT
ajst-25671	81	1	shell	shell	PROPN
ajst-25671	81	2	's	's	PART
ajst-25671	81	3	intelligent	intelligent	ADJ
ajst-25671	81	4	directional	directional	ADJ
ajst-25671	81	5	drilling	drilling	NOUN
ajst-25671	81	6	analysis	analysis	NOUN
ajst-25671	81	7	system	system	NOUN
ajst-25671	81	8	employs	employ	VERB
ajst-25671	81	9	advanced	advanced	ADJ
ajst-25671	81	10	electronic	electronic	ADJ
ajst-25671	81	11	sensing	sense	VERB
ajst-25671	81	12	technology	technology	NOUN
ajst-25671	81	13	and	and	CCONJ
ajst-25671	81	14	high	high	ADJ
ajst-25671	81	15	-	-	PUNCT
ajst-25671	81	16	speed	speed	NOUN
ajst-25671	81	17	telemetry	telemetry	NOUN
ajst-25671	81	18	to	to	PART
ajst-25671	81	19	conduct	conduct	VERB
ajst-25671	81	20	intelligent	intelligent	ADJ
ajst-25671	81	21	analysis	analysis	NOUN
ajst-25671	81	22	and	and	CCONJ
ajst-25671	81	23	decision	decision	NOUN
ajst-25671	81	24	-	-	PUNCT
ajst-25671	81	25	making	making	NOUN
ajst-25671	81	26	throughout	throughout	ADP
ajst-25671	81	27	the	the	DET
ajst-25671	81	28	well	well	NOUN
ajst-25671	81	29	construction	construction	NOUN
ajst-25671	81	30	lifecycle	lifecycle	NOUN
ajst-25671	81	31	,	,	PUNCT
ajst-25671	81	32	thereby	thereby	ADV
ajst-25671	81	33	improving	improve	VERB
ajst-25671	81	34	drilling	drilling	NOUN
ajst-25671	81	35	accuracy	accuracy	NOUN
ajst-25671	81	36	,	,	PUNCT
ajst-25671	81	37	reducing	reduce	VERB
ajst-25671	81	38	well	well	NOUN
ajst-25671	81	39	duration	duration	NOUN
ajst-25671	81	40	,	,	PUNCT
ajst-25671	81	41	and	and	CCONJ
ajst-25671	81	42	achieving	achieve	VERB
ajst-25671	81	43	desired	desire	VERB
ajst-25671	81	44	drilling	drilling	NOUN
ajst-25671	81	45	outcomes	outcome	NOUN
ajst-25671	81	46	.	.	PUNCT
ajst-25671	82	1	schlumberger	schlumberger	NOUN
ajst-25671	82	2	's	's	PART
ajst-25671	82	3	manara	manara	ADJ
ajst-25671	82	4	intelligent	intelligent	ADJ
ajst-25671	82	5	completion	completion	NOUN
ajst-25671	82	6	system	system	NOUN
ajst-25671	82	7	integrates	integrate	VERB
ajst-25671	82	8	selective	selective	ADJ
ajst-25671	82	9	,	,	PUNCT
ajst-25671	82	10	real	real	ADJ
ajst-25671	82	11	-	-	PUNCT
ajst-25671	82	12	time	time	NOUN
ajst-25671	82	13	flow	flow	NOUN
ajst-25671	82	14	measurement	measurement	NOUN
ajst-25671	82	15	,	,	PUNCT
ajst-25671	82	16	and	and	CCONJ
ajst-25671	82	17	electronic	electronic	ADJ
ajst-25671	82	18	control	control	NOUN
ajst-25671	82	19	with	with	ADP
ajst-25671	82	20	production	production	NOUN
ajst-25671	82	21	and	and	CCONJ
ajst-25671	82	22	reservoir	reservoir	NOUN
ajst-25671	82	23	management	management	NOUN
ajst-25671	82	24	systems	system	NOUN
ajst-25671	82	25	,	,	PUNCT
ajst-25671	82	26	enabling	enable	VERB
ajst-25671	82	27	damaged	damage	VERB
ajst-25671	82	28	zones	zone	NOUN
ajst-25671	82	29	to	to	PART
ajst-25671	82	30	produce	produce	VERB
ajst-25671	82	31	oil	oil	NOUN
ajst-25671	82	32	.	.	PUNCT
ajst-25671	83	1	by	by	ADP
ajst-25671	83	2	managing	manage	VERB
ajst-25671	83	3	flow	flow	NOUN
ajst-25671	83	4	rates	rate	NOUN
ajst-25671	83	5	during	during	ADP
ajst-25671	83	6	operations	operation	NOUN
ajst-25671	83	7	,	,	PUNCT
ajst-25671	83	8	production	production	NOUN
ajst-25671	83	9	increased	increase	VERB
ajst-25671	83	10	by	by	ADP
ajst-25671	83	11	40	40	NUM
ajst-25671	83	12	%	%	NOUN
ajst-25671	83	13	.	.	PUNCT
ajst-25671	84	1	norway	norway	PROPN
ajst-25671	84	2	's	's	PART
ajst-25671	84	3	edrilling	edrille	VERB
ajst-25671	84	4	company	company	NOUN
ajst-25671	84	5	has	have	AUX
ajst-25671	84	6	launched	launch	VERB
ajst-25671	84	7	an	an	DET
ajst-25671	84	8	intelligent	intelligent	ADJ
ajst-25671	84	9	platform	platform	NOUN
ajst-25671	84	10	that	that	PRON
ajst-25671	84	11	features	feature	VERB
ajst-25671	84	12	automated	automate	VERB
ajst-25671	84	13	drilling	drilling	NOUN
ajst-25671	84	14	control	control	NOUN
ajst-25671	84	15	,	,	PUNCT
ajst-25671	84	16	drilling	drilling	NOUN
ajst-25671	84	17	design	design	NOUN
ajst-25671	84	18	,	,	PUNCT
ajst-25671	84	19	and	and	CCONJ
ajst-25671	84	20	optimization	optimization	NOUN
ajst-25671	84	21	,	,	PUNCT
ajst-25671	84	22	integrating	integrate	VERB
ajst-25671	84	23	real	real	ADJ
ajst-25671	84	24	-	-	PUNCT
ajst-25671	84	25	time	time	NOUN
ajst-25671	84	26	drilling	drilling	NOUN
ajst-25671	84	27	simulation	simulation	NOUN
ajst-25671	84	28	,	,	PUNCT
ajst-25671	84	29	3d	3d	NUM
ajst-25671	84	30	visualization	visualization	NOUN
ajst-25671	84	31	,	,	PUNCT
ajst-25671	84	32	and	and	CCONJ
ajst-25671	84	33	remote	remote	ADJ
ajst-25671	84	34	control	control	NOUN
ajst-25671	84	35	to	to	PART
ajst-25671	84	36	achieve	achieve	VERB
ajst-25671	84	37	safe	safe	ADJ
ajst-25671	84	38	,	,	PUNCT
ajst-25671	84	39	efficient	efficient	ADJ
ajst-25671	84	40	,	,	PUNCT
ajst-25671	84	41	and	and	CCONJ
ajst-25671	84	42	economical	economical	ADJ
ajst-25671	84	43	drilling	drill	VERB
ajst-25671	84	44	through	through	ADP
ajst-25671	84	45	risk	risk	NOUN
ajst-25671	84	46	prevention	prevention	NOUN
ajst-25671	84	47	and	and	CCONJ
ajst-25671	84	48	drilling	drilling	NOUN
ajst-25671	84	49	optimization	optimization	NOUN
ajst-25671	84	50	.	.	PUNCT
ajst-25671	85	1	sinopec	sinopec	PROPN
ajst-25671	85	2	research	research	PROPN
ajst-25671	85	3	institute	institute	PROPN
ajst-25671	85	4	has	have	AUX
ajst-25671	85	5	developed	develop	VERB
ajst-25671	85	6	an	an	DET
ajst-25671	85	7	intelligent	intelligent	ADJ
ajst-25671	85	8	drilling	drilling	NOUN
ajst-25671	85	9	platform	platform	NOUN
ajst-25671	85	10	based	base	VERB
ajst-25671	85	11	on	on	ADP
ajst-25671	85	12	big	big	ADJ
ajst-25671	85	13	data	datum	NOUN
ajst-25671	85	14	and	and	CCONJ
ajst-25671	85	15	artificial	artificial	ADJ
ajst-25671	85	16	intelligence	intelligence	NOUN
ajst-25671	85	17	.	.	PUNCT
ajst-25671	86	1	this	this	DET
ajst-25671	86	2	platform	platform	NOUN
ajst-25671	86	3	supports	support	VERB
ajst-25671	86	4	the	the	DET
ajst-25671	86	5	loading	loading	NOUN
ajst-25671	86	6	,	,	PUNCT
ajst-25671	86	7	parsing	parsing	NOUN
ajst-25671	86	8	,	,	PUNCT
ajst-25671	86	9	and	and	CCONJ
ajst-25671	86	10	customization	customization	NOUN
ajst-25671	86	11	of	of	ADP
ajst-25671	86	12	drilling	drilling	NOUN
ajst-25671	86	13	algorithms	algorithm	NOUN
ajst-25671	86	14	,	,	PUNCT
ajst-25671	86	15	promoting	promote	VERB
ajst-25671	86	16	the	the	DET
ajst-25671	86	17	advancement	advancement	NOUN
ajst-25671	86	18	of	of	ADP
ajst-25671	86	19	drilling	drilling	NOUN
ajst-25671	86	20	operations	operation	NOUN
ajst-25671	86	21	towards	towards	ADP
ajst-25671	86	22	high	high	ADJ
ajst-25671	86	23	efficiency	efficiency	NOUN
ajst-25671	86	24	and	and	CCONJ
ajst-25671	86	25	intelligence	intelligence	NOUN
ajst-25671	86	26	.	.	PUNCT
ajst-25671	87	1	shengli	shengli	PROPN
ajst-25671	87	2	oilfield	oilfield	PROPN
ajst-25671	87	3	has	have	AUX
ajst-25671	87	4	developed	develop	VERB
ajst-25671	87	5	an	an	DET
ajst-25671	87	6	intelligent	intelligent	ADJ
ajst-25671	87	7	drilling	drilling	NOUN
ajst-25671	87	8	fluid	fluid	NOUN
ajst-25671	87	9	monitoring	monitoring	NOUN
ajst-25671	87	10	system	system	NOUN
ajst-25671	87	11	that	that	PRON
ajst-25671	87	12	uses	use	VERB
ajst-25671	87	13	artificial	artificial	ADJ
ajst-25671	87	14	intelligence	intelligence	NOUN
ajst-25671	87	15	to	to	PART
ajst-25671	87	16	achieve	achieve	VERB
ajst-25671	87	17	intelligent	intelligent	ADJ
ajst-25671	87	18	analysis	analysis	NOUN
ajst-25671	87	19	and	and	CCONJ
ajst-25671	87	20	processing	processing	NOUN
ajst-25671	87	21	of	of	ADP
ajst-25671	87	22	drilling	drilling	NOUN
ajst-25671	87	23	fluids	fluid	NOUN
ajst-25671	87	24	and	and	CCONJ
ajst-25671	87	25	automate	automate	ADJ
ajst-25671	87	26	operations	operation	NOUN
ajst-25671	87	27	during	during	ADP
ajst-25671	87	28	the	the	DET
ajst-25671	87	29	construction	construction	NOUN
ajst-25671	87	30	process	process	NOUN
ajst-25671	87	31	,	,	PUNCT
ajst-25671	87	32	thereby	thereby	ADV
ajst-25671	87	33	improving	improve	VERB
ajst-25671	87	34	work	work	NOUN
ajst-25671	87	35	efficiency	efficiency	NOUN
ajst-25671	87	36	and	and	CCONJ
ajst-25671	87	37	operational	operational	ADJ
ajst-25671	87	38	safety	safety	NOUN
ajst-25671	87	39	.	.	PUNCT
ajst-25671	88	1	as	as	SCONJ
ajst-25671	88	2	the	the	DET
ajst-25671	88	3	complexity	complexity	NOUN
ajst-25671	88	4	of	of	ADP
ajst-25671	88	5	drilling	drill	VERB
ajst-25671	88	6	environments	environment	NOUN
ajst-25671	88	7	increases	increase	NOUN
ajst-25671	88	8	and	and	CCONJ
ajst-25671	88	9	safety	safety	NOUN
ajst-25671	88	10	and	and	CCONJ
ajst-25671	88	11	environmental	environmental	ADJ
ajst-25671	88	12	protection	protection	NOUN
ajst-25671	88	13	standards	standard	NOUN
ajst-25671	88	14	are	be	AUX
ajst-25671	88	15	heightened	heighten	VERB
ajst-25671	88	16	,	,	PUNCT
ajst-25671	88	17	the	the	DET
ajst-25671	88	18	application	application	NOUN
ajst-25671	88	19	of	of	ADP
ajst-25671	88	20	intelligent	intelligent	ADJ
ajst-25671	88	21	drilling	drilling	NOUN
ajst-25671	88	22	systems	system	NOUN
ajst-25671	88	23	is	be	AUX
ajst-25671	88	24	expected	expect	VERB
ajst-25671	88	25	to	to	PART
ajst-25671	88	26	further	far	ADV
ajst-25671	88	27	expand	expand	VERB
ajst-25671	88	28	.	.	PUNCT
ajst-25671	89	1	3	3	X
ajst-25671	89	2	.	.	X
ajst-25671	89	3	intelligent	intelligent	ADJ
ajst-25671	89	4	drilling	drilling	NOUN
ajst-25671	89	5	techniques	technique	NOUN
ajst-25671	89	6	3.1	3.1	NUM
ajst-25671	89	7	.	.	PUNCT
ajst-25671	89	8	intelligent	intelligent	ADJ
ajst-25671	89	9	wellbore	wellbore	NOUN
ajst-25671	89	10	trajectory	trajectory	NOUN
ajst-25671	89	11	optimization	optimization	NOUN
ajst-25671	89	12	technology	technology	NOUN
ajst-25671	89	13	optimizing	optimize	VERB
ajst-25671	89	14	wellbore	wellbore	NOUN
ajst-25671	89	15	trajectories	trajectory	NOUN
ajst-25671	89	16	is	be	AUX
ajst-25671	89	17	critical	critical	ADJ
ajst-25671	89	18	for	for	ADP
ajst-25671	89	19	improving	improve	VERB
ajst-25671	89	20	drilling	drilling	NOUN
ajst-25671	89	21	efficiency	efficiency	NOUN
ajst-25671	89	22	and	and	CCONJ
ajst-25671	89	23	safety	safety	NOUN
ajst-25671	89	24	,	,	PUNCT
ajst-25671	89	25	handling	handle	VERB
ajst-25671	89	26	complex	complex	ADJ
ajst-25671	89	27	geological	geological	ADJ
ajst-25671	89	28	conditions	condition	NOUN
ajst-25671	89	29	,	,	PUNCT
ajst-25671	89	30	enhancing	enhance	VERB
ajst-25671	89	31	oil	oil	NOUN
ajst-25671	89	32	and	and	CCONJ
ajst-25671	89	33	gas	gas	NOUN
ajst-25671	89	34	recovery	recovery	NOUN
ajst-25671	89	35	rates	rate	NOUN
ajst-25671	89	36	,	,	PUNCT
ajst-25671	89	37	and	and	CCONJ
ajst-25671	89	38	advancing	advance	VERB
ajst-25671	89	39	technological	technological	ADJ
ajst-25671	89	40	progress	progress	NOUN
ajst-25671	89	41	and	and	CCONJ
ajst-25671	89	42	industry	industry	NOUN
ajst-25671	89	43	development	development	NOUN
ajst-25671	89	44	.	.	PUNCT
ajst-25671	90	1	reza	reza	PROPN
ajst-25671	91	1	[	[	X
ajst-25671	91	2	14	14	NUM
ajst-25671	91	3	]	]	PUNCT
ajst-25671	91	4	proposed	propose	VERB
ajst-25671	91	5	a	a	DET
ajst-25671	91	6	combination	combination	NOUN
ajst-25671	91	7	of	of	ADP
ajst-25671	91	8	psodirect+fmm	psodirect+fmm	PROPN
ajst-25671	91	9	to	to	PART
ajst-25671	91	10	facilitate	facilitate	VERB
ajst-25671	91	11	the	the	DET
ajst-25671	91	12	optimization	optimization	NOUN
ajst-25671	91	13	of	of	ADP
ajst-25671	91	14	wellbore	wellbore	NOUN
ajst-25671	91	15	trajectory	trajectory	NOUN
ajst-25671	91	16	parameters	parameter	NOUN
ajst-25671	91	17	in	in	ADP
ajst-25671	91	18	vertical	vertical	ADJ
ajst-25671	91	19	,	,	PUNCT
ajst-25671	91	20	deviated	deviate	VERB
ajst-25671	91	21	,	,	PUNCT
ajst-25671	91	22	and	and	CCONJ
ajst-25671	91	23	horizontal	horizontal	ADJ
ajst-25671	91	24	wells	well	NOUN
ajst-25671	91	25	,	,	PUNCT
ajst-25671	91	26	applying	apply	VERB
ajst-25671	91	27	it	it	PRON
ajst-25671	91	28	in	in	ADP
ajst-25671	91	29	actual	actual	ADJ
ajst-25671	91	30	field	field	NOUN
ajst-25671	91	31	cases	case	NOUN
ajst-25671	91	32	.	.	PUNCT
ajst-25671	92	1	the	the	DET
ajst-25671	92	2	results	result	NOUN
ajst-25671	92	3	showed	show	VERB
ajst-25671	92	4	that	that	SCONJ
ajst-25671	92	5	using	use	VERB
ajst-25671	92	6	fmm	fmm	PROPN
ajst-25671	92	7	as	as	ADP
ajst-25671	92	8	an	an	DET
ajst-25671	92	9	auxiliary	auxiliary	ADJ
ajst-25671	92	10	function	function	NOUN
ajst-25671	92	11	for	for	ADP
ajst-25671	92	12	the	the	DET
ajst-25671	92	13	reservoir	reservoir	PROPN
ajst-25671	92	14	simulator	simulator	NOUN
ajst-25671	92	15	is	be	AUX
ajst-25671	92	16	better	well	ADJ
ajst-25671	92	17	than	than	ADP
ajst-25671	92	18	completely	completely	ADV
ajst-25671	92	19	replacing	replace	VERB
ajst-25671	92	20	the	the	DET
ajst-25671	92	21	reservoir	reservoir	NOUN
ajst-25671	92	22	simulator	simulator	NOUN
ajst-25671	92	23	.	.	PUNCT
ajst-25671	93	1	kallol	kallol	PROPN
ajst-25671	94	1	[	[	X
ajst-25671	94	2	15	15	NUM
ajst-25671	94	3	]	]	PUNCT
ajst-25671	94	4	proposed	propose	VERB
ajst-25671	94	5	an	an	DET
ajst-25671	94	6	improved	improved	ADJ
ajst-25671	94	7	multiobjective	multiobjective	ADJ
ajst-25671	94	8	cellular	cellular	ADJ
ajst-25671	94	9	spotted	spot	VERB
ajst-25671	94	10	hyena	hyena	NOUN
ajst-25671	94	11	algorithm	algorithm	NOUN
ajst-25671	94	12	to	to	PART
ajst-25671	94	13	optimize	optimize	VERB
ajst-25671	94	14	the	the	DET
ajst-25671	94	15	true	true	ADJ
ajst-25671	94	16	measured	measured	ADJ
ajst-25671	94	17	depth	depth	NOUN
ajst-25671	94	18	,	,	PUNCT
ajst-25671	94	19	well	well	INTJ
ajst-25671	94	20	profile	profile	VERB
ajst-25671	94	21	energy	energy	NOUN
ajst-25671	94	22	,	,	PUNCT
ajst-25671	94	23	and	and	CCONJ
ajst-25671	94	24	torque	torque	NOUN
ajst-25671	94	25	.	.	PUNCT
ajst-25671	95	1	compared	compare	VERB
ajst-25671	95	2	to	to	ADP
ajst-25671	95	3	other	other	ADJ
ajst-25671	95	4	algorithms	algorithm	NOUN
ajst-25671	95	5	,	,	PUNCT
ajst-25671	95	6	this	this	DET
ajst-25671	95	7	method	method	NOUN
ajst-25671	95	8	shows	show	VERB
ajst-25671	95	9	significant	significant	ADJ
ajst-25671	95	10	improvements	improvement	NOUN
ajst-25671	95	11	in	in	ADP
ajst-25671	95	12	the	the	DET
ajst-25671	95	13	better	well	ADJ
ajst-25671	95	14	distribution	distribution	NOUN
ajst-25671	95	15	of	of	ADP
ajst-25671	95	16	nondominated	nondominated	ADJ
ajst-25671	95	17	solutions	solution	NOUN
ajst-25671	95	18	,	,	PUNCT
ajst-25671	95	19	enhanced	enhance	VERB
ajst-25671	95	20	search	search	NOUN
ajst-25671	95	21	capability	capability	NOUN
ajst-25671	95	22	,	,	PUNCT
ajst-25671	95	23	fewer	few	ADJ
ajst-25671	95	24	isolated	isolated	ADJ
ajst-25671	95	25	minima	minima	NOUN
ajst-25671	95	26	,	,	PUNCT
ajst-25671	95	27	and	and	CCONJ
ajst-25671	95	28	a	a	DET
ajst-25671	95	29	superior	superior	ADJ
ajst-25671	95	30	pareto	pareto	ADJ
ajst-25671	95	31	optimal	optimal	ADJ
ajst-25671	95	32	front	front	NOUN
ajst-25671	95	33	.	.	PUNCT
ajst-25671	96	1	xiaoping	xiaope	VERB
ajst-25671	97	1	[	[	X
ajst-25671	97	2	16	16	NUM
ajst-25671	97	3	]	]	PUNCT
ajst-25671	97	4	introduced	introduce	VERB
ajst-25671	97	5	an	an	DET
ajst-25671	97	6	intelligent	intelligent	ADJ
ajst-25671	97	7	optimization	optimization	NOUN
ajst-25671	97	8	numerical	numerical	ADJ
ajst-25671	97	9	model	model	NOUN
ajst-25671	97	10	for	for	ADP
ajst-25671	97	11	well	well	ADJ
ajst-25671	97	12	trajectory	trajectory	NOUN
ajst-25671	97	13	and	and	CCONJ
ajst-25671	97	14	pad	pad	NOUN
ajst-25671	97	15	deployment	deployment	NOUN
ajst-25671	97	16	during	during	ADP
ajst-25671	97	17	cluster	cluster	NOUN
ajst-25671	97	18	drilling	drilling	NOUN
ajst-25671	97	19	.	.	PUNCT
ajst-25671	98	1	this	this	DET
ajst-25671	98	2	model	model	NOUN
ajst-25671	98	3	uses	use	VERB
ajst-25671	98	4	the	the	DET
ajst-25671	98	5	k	k	NOUN
ajst-25671	98	6	-	-	PUNCT
ajst-25671	98	7	means	mean	VERB
ajst-25671	98	8	dynamic	dynamic	ADJ
ajst-25671	98	9	clustering	clustering	ADJ
ajst-25671	98	10	algorithm	algorithm	NOUN
ajst-25671	98	11	to	to	PART
ajst-25671	98	12	optimize	optimize	VERB
ajst-25671	98	13	pad	pad	NOUN
ajst-25671	98	14	locations	location	NOUN
ajst-25671	98	15	and	and	CCONJ
ajst-25671	98	16	divide	divide	ADJ
ajst-25671	98	17	target	target	NOUN
ajst-25671	98	18	cells	cell	NOUN
ajst-25671	98	19	into	into	ADP
ajst-25671	98	20	different	different	ADJ
ajst-25671	98	21	pads	pad	NOUN
ajst-25671	98	22	simultaneously	simultaneously	ADV
ajst-25671	98	23	to	to	PART
ajst-25671	98	24	minimize	minimize	VERB
ajst-25671	98	25	costs	cost	NOUN
ajst-25671	98	26	.	.	PUNCT
ajst-25671	99	1	the	the	DET
ajst-25671	99	2	model	model	NOUN
ajst-25671	99	3	can	can	AUX
ajst-25671	99	4	automatically	automatically	ADV
ajst-25671	99	5	optimize	optimize	VERB
ajst-25671	99	6	the	the	DET
ajst-25671	99	7	location	location	NOUN
ajst-25671	99	8	,	,	PUNCT
ajst-25671	99	9	scale	scale	NOUN
ajst-25671	99	10	,	,	PUNCT
ajst-25671	99	11	and	and	CCONJ
ajst-25671	99	12	number	number	NOUN
ajst-25671	99	13	of	of	ADP
ajst-25671	99	14	well	well	ADJ
ajst-25671	99	15	pads	pad	NOUN
ajst-25671	99	16	,	,	PUNCT
ajst-25671	99	17	as	as	ADV
ajst-25671	99	18	well	well	ADV
ajst-25671	99	19	as	as	ADP
ajst-25671	99	20	well	well	ADJ
ajst-25671	99	21	types	type	NOUN
ajst-25671	99	22	and	and	CCONJ
ajst-25671	99	23	trajectories	trajectory	NOUN
ajst-25671	99	24	.	.	PUNCT
ajst-25671	100	1	antonio	antonio	PROPN
ajst-25671	101	1	[	[	X
ajst-25671	101	2	17	17	NUM
ajst-25671	101	3	]	]	PUNCT
ajst-25671	101	4	proposed	propose	VERB
ajst-25671	101	5	a	a	DET
ajst-25671	101	6	cellular	cellular	ADJ
ajst-25671	101	7	automata	automata	NOUN
ajst-25671	101	8	-	-	PUNCT
ajst-25671	101	9	based	base	VERB
ajst-25671	101	10	multi	multi	ADJ
ajst-25671	101	11	-	-	ADJ
ajst-25671	101	12	objective	objective	ADJ
ajst-25671	101	13	hybrid	hybrid	ADJ
ajst-25671	101	14	grey	grey	NOUN
ajst-25671	101	15	wolf	wolf	PROPN
ajst-25671	101	16	optimization	optimization	NOUN
ajst-25671	101	17	and	and	CCONJ
ajst-25671	101	18	particle	particle	NOUN
ajst-25671	101	19	swarm	swarm	NOUN
ajst-25671	101	20	optimization	optimization	NOUN
ajst-25671	101	21	algorithm	algorithm	NOUN
ajst-25671	101	22	for	for	ADP
ajst-25671	101	23	wellbore	wellbore	NOUN
ajst-25671	101	24	trajectory	trajectory	NOUN
ajst-25671	101	25	optimization	optimization	NOUN
ajst-25671	101	26	.	.	PUNCT
ajst-25671	102	1	this	this	DET
ajst-25671	102	2	algorithm	algorithm	NOUN
ajst-25671	102	3	not	not	PART
ajst-25671	102	4	only	only	ADV
ajst-25671	102	5	enhances	enhance	VERB
ajst-25671	102	6	the	the	DET
ajst-25671	102	7	exploration	exploration	NOUN
ajst-25671	102	8	capabilities	capability	NOUN
ajst-25671	102	9	of	of	ADP
ajst-25671	102	10	the	the	DET
ajst-25671	102	11	original	original	ADJ
ajst-25671	102	12	algorithm	algorithm	NOUN
ajst-25671	102	13	but	but	CCONJ
ajst-25671	102	14	also	also	ADV
ajst-25671	102	15	addresses	address	VERB
ajst-25671	102	16	the	the	DET
ajst-25671	102	17	optimization	optimization	NOUN
ajst-25671	102	18	of	of	ADP
ajst-25671	102	19	three	three	NUM
ajst-25671	102	20	objectives	objective	NOUN
ajst-25671	102	21	involving	involve	VERB
ajst-25671	102	22	17	17	NUM
ajst-25671	102	23	tuning	tuning	NOUN
ajst-25671	102	24	variables	variable	NOUN
ajst-25671	102	25	.	.	PUNCT
ajst-25671	103	1	current	current	ADJ
ajst-25671	103	2	wellbore	wellbore	NOUN
ajst-25671	103	3	trajectory	trajectory	NOUN
ajst-25671	103	4	control	control	NOUN
ajst-25671	103	5	technologies	technology	NOUN
ajst-25671	103	6	have	have	VERB
ajst-25671	103	7	yet	yet	ADV
ajst-25671	103	8	to	to	PART
ajst-25671	103	9	systematically	systematically	ADV
ajst-25671	103	10	study	study	VERB
ajst-25671	103	11	the	the	DET
ajst-25671	103	12	diverse	diverse	ADJ
ajst-25671	103	13	data	datum	NOUN
ajst-25671	103	14	from	from	ADP
ajst-25671	103	15	geological	geological	ADJ
ajst-25671	103	16	and	and	CCONJ
ajst-25671	103	17	engineering	engineering	NOUN
ajst-25671	103	18	fields	field	NOUN
ajst-25671	103	19	.	.	PUNCT
ajst-25671	104	1	presently	presently	ADV
ajst-25671	104	2	,	,	PUNCT
ajst-25671	104	3	challenges	challenge	NOUN
ajst-25671	104	4	remain	remain	VERB
ajst-25671	104	5	in	in	ADP
ajst-25671	104	6	real	real	ADJ
ajst-25671	104	7	-	-	PUNCT
ajst-25671	104	8	time	time	NOUN
ajst-25671	104	9	data	datum	NOUN
ajst-25671	104	10	updating	updating	NOUN
ajst-25671	104	11	and	and	CCONJ
ajst-25671	104	12	efficiently	efficiently	ADV
ajst-25671	104	13	transmitting	transmit	VERB
ajst-25671	104	14	drilling	drilling	NOUN
ajst-25671	104	15	information	information	NOUN
ajst-25671	104	16	.	.	PUNCT
ajst-25671	105	1	3.2	3.2	NUM
ajst-25671	105	2	.	.	PUNCT
ajst-25671	105	3	intelligent	intelligent	ADJ
ajst-25671	105	4	drilling	drilling	NOUN
ajst-25671	105	5	rate	rate	NOUN
ajst-25671	105	6	optimization	optimization	NOUN
ajst-25671	105	7	technology	technology	NOUN
ajst-25671	105	8	traditional	traditional	ADJ
ajst-25671	105	9	mechanical	mechanical	ADJ
ajst-25671	105	10	rate	rate	NOUN
ajst-25671	105	11	of	of	ADP
ajst-25671	105	12	penetration	penetration	NOUN
ajst-25671	105	13	(	(	PUNCT
ajst-25671	105	14	rop	rop	NOUN
ajst-25671	105	15	)	)	PUNCT
ajst-25671	105	16	predictions	prediction	NOUN
ajst-25671	105	17	is	be	AUX
ajst-25671	105	18	mostly	mostly	ADV
ajst-25671	105	19	conducted	conduct	VERB
ajst-25671	105	20	post	post	ADJ
ajst-25671	105	21	-	-	ADJ
ajst-25671	105	22	drilling	drilling	ADJ
ajst-25671	105	23	,	,	PUNCT
ajst-25671	105	24	resulting	result	VERB
ajst-25671	105	25	in	in	ADP
ajst-25671	105	26	low	low	ADJ
ajst-25671	105	27	prediction	prediction	NOUN
ajst-25671	105	28	efficiency	efficiency	NOUN
ajst-25671	105	29	and	and	CCONJ
ajst-25671	105	30	accuracy	accuracy	NOUN
ajst-25671	105	31	,	,	PUNCT
ajst-25671	105	32	and	and	CCONJ
ajst-25671	105	33	limited	limited	ADJ
ajst-25671	105	34	adaptability	adaptability	NOUN
ajst-25671	105	35	to	to	ADP
ajst-25671	105	36	different	different	ADJ
ajst-25671	105	37	formations	formation	NOUN
ajst-25671	105	38	.	.	PUNCT
ajst-25671	106	1	with	with	ADP
ajst-25671	106	2	technological	technological	ADJ
ajst-25671	106	3	advancements	advancement	NOUN
ajst-25671	106	4	,	,	PUNCT
ajst-25671	106	5	intelligent	intelligent	ADJ
ajst-25671	106	6	drilling	drilling	NOUN
ajst-25671	106	7	rate	rate	NOUN
ajst-25671	106	8	optimization	optimization	NOUN
ajst-25671	106	9	has	have	AUX
ajst-25671	106	10	become	become	VERB
ajst-25671	106	11	a	a	DET
ajst-25671	106	12	key	key	ADJ
ajst-25671	106	13	technique	technique	NOUN
ajst-25671	106	14	to	to	PART
ajst-25671	106	15	improve	improve	VERB
ajst-25671	106	16	drilling	drilling	NOUN
ajst-25671	106	17	performance	performance	NOUN
ajst-25671	106	18	,	,	PUNCT
ajst-25671	106	19	reduce	reduce	VERB
ajst-25671	106	20	costs	cost	NOUN
ajst-25671	106	21	,	,	PUNCT
ajst-25671	106	22	and	and	CCONJ
ajst-25671	106	23	enhance	enhance	VERB
ajst-25671	106	24	operational	operational	ADJ
ajst-25671	106	25	quality	quality	NOUN
ajst-25671	106	26	.	.	PUNCT
ajst-25671	107	1	neng	neng	PROPN
ajst-25671	107	2	zhang	zhang	PROPN
ajst-25671	108	1	[	[	X
ajst-25671	108	2	18	18	NUM
ajst-25671	108	3	]	]	PUNCT
ajst-25671	108	4	developed	develop	VERB
ajst-25671	108	5	a	a	DET
ajst-25671	108	6	pso	pso	NOUN
ajst-25671	108	7	-	-	PUNCT
ajst-25671	108	8	bp	bp	PROPN
ajst-25671	108	9	neural	neural	ADJ
ajst-25671	108	10	network	network	NOUN
ajst-25671	108	11	model	model	NOUN
ajst-25671	108	12	for	for	ADP
ajst-25671	108	13	rop	rop	PROPN
ajst-25671	108	14	prediction	prediction	NOUN
ajst-25671	108	15	,	,	PUNCT
ajst-25671	108	16	using	use	VERB
ajst-25671	108	17	the	the	DET
ajst-25671	108	18	pso	pso	NOUN
ajst-25671	108	19	algorithm	algorithm	NOUN
ajst-25671	108	20	to	to	PART
ajst-25671	108	21	optimize	optimize	VERB
ajst-25671	108	22	the	the	DET
ajst-25671	108	23	initial	initial	ADJ
ajst-25671	108	24	weights	weight	NOUN
ajst-25671	108	25	and	and	CCONJ
ajst-25671	108	26	thresholds	threshold	NOUN
ajst-25671	108	27	of	of	ADP
ajst-25671	108	28	the	the	DET
ajst-25671	108	29	bp	bp	PROPN
ajst-25671	108	30	neural	neural	PROPN
ajst-25671	108	31	network	network	NOUN
ajst-25671	108	32	,	,	PUNCT
ajst-25671	108	33	achieving	achieve	VERB
ajst-25671	108	34	accurate	accurate	ADJ
ajst-25671	108	35	rop	rop	NOUN
ajst-25671	108	36	predictions	prediction	NOUN
ajst-25671	108	37	.	.	PUNCT
ajst-25671	109	1	yunwei	yunwei	PROPN
ajst-25671	109	2	gao	gao	PROPN
ajst-25671	109	3	[	[	X
ajst-25671	109	4	19	19	NUM
ajst-25671	109	5	]	]	PUNCT
ajst-25671	109	6	used	use	VERB
ajst-25671	109	7	the	the	DET
ajst-25671	109	8	local	local	ADJ
ajst-25671	109	9	outlier	outlier	NOUN
ajst-25671	109	10	factor	factor	NOUN
ajst-25671	109	11	detection	detection	NOUN
ajst-25671	109	12	algorithm	algorithm	NOUN
ajst-25671	109	13	for	for	ADP
ajst-25671	109	14	data	data	NOUN
ajst-25671	109	15	preprocessing	preprocessing	NOUN
ajst-25671	109	16	and	and	CCONJ
ajst-25671	109	17	established	establish	VERB
ajst-25671	109	18	a	a	DET
ajst-25671	109	19	mechanical	mechanical	ADJ
ajst-25671	109	20	rop	rop	NOUN
ajst-25671	109	21	prediction	prediction	NOUN
ajst-25671	109	22	model	model	NOUN
ajst-25671	109	23	based	base	VERB
ajst-25671	109	24	on	on	ADP
ajst-25671	109	25	stacking	stack	VERB
ajst-25671	109	26	ensemble	ensemble	ADJ
ajst-25671	109	27	learning	learning	NOUN
ajst-25671	109	28	.	.	PUNCT
ajst-25671	110	1	results	result	NOUN
ajst-25671	110	2	showed	show	VERB
ajst-25671	110	3	that	that	SCONJ
ajst-25671	110	4	the	the	DET
ajst-25671	110	5	predicted	predict	VERB
ajst-25671	110	6	mechanical	mechanical	ADJ
ajst-25671	110	7	rop	rop	PROPN
ajst-25671	110	8	matched	match	VERB
ajst-25671	110	9	the	the	DET
ajst-25671	110	10	actual	actual	ADJ
ajst-25671	110	11	rop	rop	NOUN
ajst-25671	110	12	,	,	PUNCT
ajst-25671	110	13	and	and	CCONJ
ajst-25671	110	14	the	the	DET
ajst-25671	110	15	model	model	NOUN
ajst-25671	110	16	's	's	PART
ajst-25671	110	17	performance	performance	NOUN
ajst-25671	110	18	was	be	AUX
ajst-25671	110	19	stable	stable	ADJ
ajst-25671	110	20	.	.	PUNCT
ajst-25671	111	1	yi	yi	PROPN
ajst-25671	111	2	feng	feng	PROPN
ajst-25671	112	1	[	[	X
ajst-25671	112	2	20	20	NUM
ajst-25671	112	3	]	]	PUNCT
ajst-25671	112	4	proposed	propose	VERB
ajst-25671	112	5	a	a	DET
ajst-25671	112	6	deep	deep	ADJ
ajst-25671	112	7	sequence	sequence	NOUN
ajst-25671	112	8	-	-	PUNCT
ajst-25671	112	9	based	base	VERB
ajst-25671	112	10	rop	rop	NOUN
ajst-25671	112	11	prediction	prediction	NOUN
ajst-25671	112	12	method	method	NOUN
ajst-25671	112	13	using	use	VERB
ajst-25671	112	14	long	long	ADJ
ajst-25671	112	15	short	short	ADJ
ajst-25671	112	16	-	-	PUNCT
ajst-25671	112	17	term	term	NOUN
ajst-25671	112	18	memory	memory	NOUN
ajst-25671	112	19	(	(	PUNCT
ajst-25671	112	20	lstm	lstm	NOUN
ajst-25671	112	21	)	)	PUNCT
ajst-25671	112	22	.	.	PUNCT
ajst-25671	113	1	this	this	DET
ajst-25671	113	2	method	method	NOUN
ajst-25671	113	3	uses	use	VERB
ajst-25671	113	4	the	the	DET
ajst-25671	113	5	pearson	pearson	PROPN
ajst-25671	113	6	correlation	correlation	NOUN
ajst-25671	113	7	coefficient	coefficient	NOUN
ajst-25671	113	8	to	to	PART
ajst-25671	113	9	measure	measure	VERB
ajst-25671	113	10	correlations	correlation	NOUN
ajst-25671	113	11	among	among	ADP
ajst-25671	113	12	features	feature	NOUN
ajst-25671	113	13	,	,	PUNCT
ajst-25671	113	14	addressing	address	VERB
ajst-25671	113	15	inefficiencies	inefficiency	NOUN
ajst-25671	113	16	and	and	CCONJ
ajst-25671	113	17	low	low	ADJ
ajst-25671	113	18	prediction	prediction	NOUN
ajst-25671	113	19	accuracy	accuracy	NOUN
ajst-25671	113	20	in	in	ADP
ajst-25671	113	21	handling	handle	VERB
ajst-25671	113	22	complex	complex	ADJ
ajst-25671	113	23	formation	formation	NOUN
ajst-25671	113	24	problems	problem	NOUN
ajst-25671	113	25	with	with	ADP
ajst-25671	113	26	previous	previous	ADJ
ajst-25671	113	27	methods	method	NOUN
ajst-25671	113	28	.	.	PUNCT
ajst-25671	114	1	ren	ren	NOUN
ajst-25671	115	1	[	[	X
ajst-25671	115	2	21	21	NUM
ajst-25671	115	3	]	]	PUNCT
ajst-25671	115	4	introduced	introduce	VERB
ajst-25671	115	5	an	an	DET
ajst-25671	115	6	adaptive	adaptive	ADJ
ajst-25671	115	7	feature	feature	NOUN
ajst-25671	115	8	optimization	optimization	NOUN
ajst-25671	115	9	rop	rop	NOUN
ajst-25671	115	10	prediction	prediction	NOUN
ajst-25671	115	11	method	method	NOUN
ajst-25671	115	12	based	base	VERB
ajst-25671	115	13	on	on	ADP
ajst-25671	115	14	real	real	ADJ
ajst-25671	115	15	-	-	PUNCT
ajst-25671	115	16	time	time	NOUN
ajst-25671	115	17	data	datum	NOUN
ajst-25671	115	18	,	,	PUNCT
ajst-25671	115	19	which	which	PRON
ajst-25671	115	20	significantly	significantly	ADV
ajst-25671	115	21	improved	improve	VERB
ajst-25671	115	22	the	the	DET
ajst-25671	115	23	accuracy	accuracy	NOUN
ajst-25671	115	24	of	of	ADP
ajst-25671	115	25	rop	rop	NOUN
ajst-25671	115	26	prediction	prediction	NOUN
ajst-25671	115	27	models	model	NOUN
ajst-25671	115	28	compared	compare	VERB
ajst-25671	115	29	to	to	ADP
ajst-25671	115	30	nonadaptive	nonadaptive	ADJ
ajst-25671	115	31	methods	method	NOUN
ajst-25671	115	32	.	.	PUNCT
ajst-25671	116	1	overall	overall	ADV
ajst-25671	116	2	,	,	PUNCT
ajst-25671	116	3	although	although	SCONJ
ajst-25671	116	4	intelligent	intelligent	ADJ
ajst-25671	116	5	drilling	drilling	NOUN
ajst-25671	116	6	rate	rate	NOUN
ajst-25671	116	7	optimization	optimization	NOUN
ajst-25671	116	8	technology	technology	NOUN
ajst-25671	116	9	has	have	AUX
ajst-25671	116	10	achieved	achieve	VERB
ajst-25671	116	11	some	some	DET
ajst-25671	116	12	success	success	NOUN
ajst-25671	116	13	,	,	PUNCT
ajst-25671	116	14	challenges	challenge	NOUN
ajst-25671	116	15	remain	remain	VERB
ajst-25671	116	16	in	in	ADP
ajst-25671	116	17	data	datum	NOUN
ajst-25671	116	18	acquisition	acquisition	NOUN
ajst-25671	116	19	and	and	CCONJ
ajst-25671	116	20	processing	processing	NOUN
ajst-25671	116	21	,	,	PUNCT
ajst-25671	116	22	coordinated	coordinate	VERB
ajst-25671	116	23	hardware	hardware	NOUN
ajst-25671	116	24	-	-	PUNCT
ajst-25671	116	25	software	software	NOUN
ajst-25671	116	26	control	control	NOUN
ajst-25671	116	27	,	,	PUNCT
ajst-25671	116	28	and	and	CCONJ
ajst-25671	116	29	the	the	DET
ajst-25671	116	30	adaptability	adaptability	NOUN
ajst-25671	116	31	to	to	ADP
ajst-25671	116	32	varied	varied	ADJ
ajst-25671	116	33	and	and	CCONJ
ajst-25671	116	34	complex	complex	ADJ
ajst-25671	116	35	application	application	NOUN
ajst-25671	116	36	scenarios	scenario	NOUN
ajst-25671	116	37	.	.	PUNCT
ajst-25671	117	1	3.3	3.3	NUM
ajst-25671	117	2	.	.	PUNCT
ajst-25671	118	1	intelligent	intelligent	ADJ
ajst-25671	118	2	monitoring	monitoring	NOUN
ajst-25671	118	3	and	and	CCONJ
ajst-25671	118	4	decisionmaking	decisionmake	VERB
ajst-25671	118	5	technology	technology	NOUN
ajst-25671	118	6	in	in	ADP
ajst-25671	118	7	the	the	DET
ajst-25671	118	8	complex	complex	ADJ
ajst-25671	118	9	and	and	CCONJ
ajst-25671	118	10	ever	ever	ADV
ajst-25671	118	11	-	-	PUNCT
ajst-25671	118	12	changing	change	VERB
ajst-25671	118	13	field	field	NOUN
ajst-25671	118	14	of	of	ADP
ajst-25671	118	15	drilling	drilling	NOUN
ajst-25671	118	16	engineering	engineering	NOUN
ajst-25671	118	17	,	,	PUNCT
ajst-25671	118	18	traditional	traditional	ADJ
ajst-25671	118	19	decision	decision	NOUN
ajst-25671	118	20	-	-	PUNCT
ajst-25671	118	21	making	making	NOUN
ajst-25671	118	22	heavily	heavily	ADV
ajst-25671	118	23	relies	rely	VERB
ajst-25671	118	24	on	on	ADP
ajst-25671	118	25	the	the	DET
ajst-25671	118	26	expertise	expertise	NOUN
ajst-25671	118	27	and	and	CCONJ
ajst-25671	118	28	experience	experience	NOUN
ajst-25671	118	29	of	of	ADP
ajst-25671	118	30	decision	decision	NOUN
ajst-25671	118	31	-	-	PUNCT
ajst-25671	118	32	makers	maker	NOUN
ajst-25671	118	33	.	.	PUNCT
ajst-25671	119	1	however	however	ADV
ajst-25671	119	2	,	,	PUNCT
ajst-25671	119	3	with	with	ADP
ajst-25671	119	4	the	the	DET
ajst-25671	119	5	advancement	advancement	NOUN
ajst-25671	119	6	of	of	ADP
ajst-25671	119	7	intelligent	intelligent	ADJ
ajst-25671	119	8	monitoring	monitoring	NOUN
ajst-25671	119	9	and	and	CCONJ
ajst-25671	119	10	decision	decision	NOUN
ajst-25671	119	11	-	-	PUNCT
ajst-25671	119	12	making	make	VERB
ajst-25671	119	13	technologies	technology	NOUN
ajst-25671	119	14	,	,	PUNCT
ajst-25671	119	15	these	these	DET
ajst-25671	119	16	technologies	technology	NOUN
ajst-25671	119	17	can	can	AUX
ajst-25671	119	18	not	not	PART
ajst-25671	119	19	only	only	ADV
ajst-25671	119	20	significantly	significantly	ADV
ajst-25671	119	21	enhance	enhance	VERB
ajst-25671	119	22	the	the	DET
ajst-25671	119	23	responsiveness	responsiveness	NOUN
ajst-25671	119	24	of	of	ADP
ajst-25671	119	25	on	on	ADP
ajst-25671	119	26	-	-	PUNCT
ajst-25671	119	27	site	site	NOUN
ajst-25671	119	28	decisions	decision	NOUN
ajst-25671	119	29	but	but	CCONJ
ajst-25671	119	30	also	also	ADV
ajst-25671	119	31	provide	provide	VERB
ajst-25671	119	32	more	more	ADV
ajst-25671	119	33	scientific	scientific	ADJ
ajst-25671	119	34	and	and	CCONJ
ajst-25671	119	35	optimized	optimize	VERB
ajst-25671	119	36	decision	decision	NOUN
ajst-25671	119	37	-	-	PUNCT
ajst-25671	119	38	making	make	VERB
ajst-25671	119	39	suggestions	suggestion	NOUN
ajst-25671	119	40	through	through	ADP
ajst-25671	119	41	accurate	accurate	ADJ
ajst-25671	119	42	data	datum	NOUN
ajst-25671	119	43	291	291	NUM
ajst-25671	119	44	analysis	analysis	NOUN
ajst-25671	119	45	and	and	CCONJ
ajst-25671	119	46	intelligent	intelligent	ADJ
ajst-25671	119	47	algorithms	algorithm	NOUN
ajst-25671	119	48	.	.	PUNCT
ajst-25671	120	1	kai	kai	PROPN
ajst-25671	120	2	xu	xu	PROPN
ajst-25671	121	1	[	[	X
ajst-25671	121	2	22	22	NUM
ajst-25671	121	3	]	]	PUNCT
ajst-25671	121	4	summarized	summarize	VERB
ajst-25671	121	5	and	and	CCONJ
ajst-25671	121	6	found	find	VERB
ajst-25671	121	7	that	that	SCONJ
ajst-25671	121	8	machine	machine	NOUN
ajst-25671	121	9	learning	learn	VERB
ajst-25671	121	10	technology	technology	NOUN
ajst-25671	121	11	shows	show	VERB
ajst-25671	121	12	great	great	ADJ
ajst-25671	121	13	potential	potential	NOUN
ajst-25671	121	14	in	in	ADP
ajst-25671	121	15	downhole	downhole	NOUN
ajst-25671	121	16	control	control	NOUN
ajst-25671	121	17	of	of	ADP
ajst-25671	121	18	drill	drill	NOUN
ajst-25671	121	19	string	string	NOUN
ajst-25671	121	20	conditions	condition	NOUN
ajst-25671	121	21	,	,	PUNCT
ajst-25671	121	22	risk	risk	NOUN
ajst-25671	121	23	monitoring	monitoring	NOUN
ajst-25671	121	24	and	and	CCONJ
ajst-25671	121	25	assessment	assessment	NOUN
ajst-25671	121	26	,	,	PUNCT
ajst-25671	121	27	and	and	CCONJ
ajst-25671	121	28	decision	decision	NOUN
ajst-25671	121	29	support	support	NOUN
ajst-25671	121	30	.	.	PUNCT
ajst-25671	122	1	this	this	DET
ajst-25671	122	2	study	study	NOUN
ajst-25671	122	3	provides	provide	VERB
ajst-25671	122	4	strong	strong	ADJ
ajst-25671	122	5	support	support	NOUN
ajst-25671	122	6	for	for	ADP
ajst-25671	122	7	technological	technological	ADJ
ajst-25671	122	8	upgrades	upgrade	NOUN
ajst-25671	122	9	and	and	CCONJ
ajst-25671	122	10	transformation	transformation	NOUN
ajst-25671	122	11	in	in	ADP
ajst-25671	122	12	the	the	DET
ajst-25671	122	13	oil	oil	NOUN
ajst-25671	122	14	and	and	CCONJ
ajst-25671	122	15	gas	gas	NOUN
ajst-25671	122	16	industry	industry	NOUN
ajst-25671	122	17	.	.	PUNCT
ajst-25671	123	1	sinopec	sinopec	PROPN
ajst-25671	123	2	jingwei	jingwei	PROPN
ajst-25671	123	3	co.	co.	PROPN
ajst-25671	123	4	,	,	PUNCT
ajst-25671	123	5	ltd	ltd	PROPN
ajst-25671	123	6	.	.	PUNCT
ajst-25671	124	1	[	[	X
ajst-25671	124	2	23	23	NUM
ajst-25671	124	3	]	]	PUNCT
ajst-25671	124	4	developed	develop	VERB
ajst-25671	124	5	an	an	DET
ajst-25671	124	6	integrated	integrate	VERB
ajst-25671	124	7	decision	decision	NOUN
ajst-25671	124	8	support	support	NOUN
ajst-25671	124	9	platform	platform	NOUN
ajst-25671	124	10	for	for	ADP
ajst-25671	124	11	drilling	drilling	NOUN
ajst-25671	124	12	sites	site	NOUN
ajst-25671	124	13	,	,	PUNCT
ajst-25671	124	14	which	which	PRON
ajst-25671	124	15	shows	show	VERB
ajst-25671	124	16	broad	broad	ADJ
ajst-25671	124	17	application	application	NOUN
ajst-25671	124	18	prospects	prospect	NOUN
ajst-25671	124	19	in	in	ADP
ajst-25671	124	20	oilfields	oilfield	NOUN
ajst-25671	124	21	through	through	ADP
ajst-25671	124	22	real	real	ADJ
ajst-25671	124	23	-	-	PUNCT
ajst-25671	124	24	time	time	NOUN
ajst-25671	124	25	data	datum	NOUN
ajst-25671	124	26	aggregation	aggregation	NOUN
ajst-25671	124	27	,	,	PUNCT
ajst-25671	124	28	system	system	NOUN
ajst-25671	124	29	integration	integration	NOUN
ajst-25671	124	30	,	,	PUNCT
ajst-25671	124	31	and	and	CCONJ
ajst-25671	124	32	application	application	NOUN
ajst-25671	124	33	empowerment	empowerment	NOUN
ajst-25671	124	34	.	.	PUNCT
ajst-25671	125	1	jingjia	jingjia	PROPN
ajst-25671	125	2	li	li	PROPN
ajst-25671	126	1	[	[	X
ajst-25671	126	2	24	24	NUM
ajst-25671	126	3	]	]	PUNCT
ajst-25671	126	4	developed	develop	VERB
ajst-25671	126	5	the	the	DET
ajst-25671	126	6	well	well	ADV
ajst-25671	126	7	lift	lift	NOUN
ajst-25671	126	8	production	production	NOUN
ajst-25671	126	9	analysis	analysis	NOUN
ajst-25671	126	10	and	and	CCONJ
ajst-25671	126	11	optimization	optimization	NOUN
ajst-25671	126	12	decision	decision	NOUN
ajst-25671	126	13	system	system	NOUN
ajst-25671	126	14	for	for	ADP
ajst-25671	126	15	oil	oil	NOUN
ajst-25671	126	16	and	and	CCONJ
ajst-25671	126	17	gas	gas	NOUN
ajst-25671	126	18	wells	well	NOUN
ajst-25671	126	19	.	.	PUNCT
ajst-25671	127	1	this	this	DET
ajst-25671	127	2	system	system	NOUN
ajst-25671	127	3	meets	meet	VERB
ajst-25671	127	4	the	the	DET
ajst-25671	127	5	needs	need	NOUN
ajst-25671	127	6	of	of	ADP
ajst-25671	127	7	drilling	drill	VERB
ajst-25671	127	8	engineering	engineering	NOUN
ajst-25671	127	9	analysis	analysis	NOUN
ajst-25671	127	10	and	and	CCONJ
ajst-25671	127	11	design	design	NOUN
ajst-25671	127	12	by	by	ADP
ajst-25671	127	13	studying	study	VERB
ajst-25671	127	14	the	the	DET
ajst-25671	127	15	coupling	coupling	NOUN
ajst-25671	127	16	relationships	relationship	NOUN
ajst-25671	127	17	among	among	ADP
ajst-25671	127	18	multiphase	multiphase	NOUN
ajst-25671	127	19	flow	flow	NOUN
ajst-25671	127	20	in	in	ADP
ajst-25671	127	21	wellbores	wellbore	NOUN
ajst-25671	127	22	,	,	PUNCT
ajst-25671	127	23	reservoir	reservoir	NOUN
ajst-25671	127	24	inflow	inflow	NOUN
ajst-25671	127	25	dynamics	dynamic	NOUN
ajst-25671	127	26	,	,	PUNCT
ajst-25671	127	27	and	and	CCONJ
ajst-25671	127	28	other	other	ADJ
ajst-25671	127	29	factors	factor	NOUN
ajst-25671	127	30	.	.	PUNCT
ajst-25671	128	1	adlakha	adlakha	PROPN
ajst-25671	129	1	[	[	X
ajst-25671	129	2	25	25	NUM
ajst-25671	129	3	]	]	PUNCT
ajst-25671	129	4	focused	focus	VERB
ajst-25671	129	5	on	on	ADP
ajst-25671	129	6	formation	formation	NOUN
ajst-25671	129	7	and	and	CCONJ
ajst-25671	129	8	wellbore	wellbore	NOUN
ajst-25671	129	9	trajectory	trajectory	NOUN
ajst-25671	129	10	data	datum	NOUN
ajst-25671	129	11	for	for	ADP
ajst-25671	129	12	wells	well	NOUN
ajst-25671	129	13	in	in	ADP
ajst-25671	129	14	regions	region	NOUN
ajst-25671	129	15	like	like	ADP
ajst-25671	129	16	the	the	DET
ajst-25671	129	17	north	north	PROPN
ajst-25671	129	18	sea	sea	PROPN
ajst-25671	129	19	.	.	PUNCT
ajst-25671	130	1	using	use	VERB
ajst-25671	130	2	convolutional	convolutional	ADJ
ajst-25671	130	3	neural	neural	ADJ
ajst-25671	130	4	networks	network	NOUN
ajst-25671	130	5	,	,	PUNCT
ajst-25671	130	6	they	they	PRON
ajst-25671	130	7	accurately	accurately	ADV
ajst-25671	130	8	calculated	calculate	VERB
ajst-25671	130	9	the	the	DET
ajst-25671	130	10	similarity	similarity	NOUN
ajst-25671	130	11	between	between	ADP
ajst-25671	130	12	different	different	ADJ
ajst-25671	130	13	wells	well	NOUN
ajst-25671	130	14	.	.	PUNCT
ajst-25671	131	1	compared	compare	VERB
ajst-25671	131	2	to	to	ADP
ajst-25671	131	3	traditional	traditional	ADJ
ajst-25671	131	4	methods	method	NOUN
ajst-25671	131	5	relying	rely	VERB
ajst-25671	131	6	on	on	ADP
ajst-25671	131	7	neighboring	neighbor	VERB
ajst-25671	131	8	well	well	ADJ
ajst-25671	131	9	data	datum	NOUN
ajst-25671	131	10	,	,	PUNCT
ajst-25671	131	11	this	this	DET
ajst-25671	131	12	method	method	NOUN
ajst-25671	131	13	significantly	significantly	ADV
ajst-25671	131	14	expands	expand	VERB
ajst-25671	131	15	the	the	DET
ajst-25671	131	16	reference	reference	NOUN
ajst-25671	131	17	range	range	NOUN
ajst-25671	131	18	of	of	ADP
ajst-25671	131	19	similar	similar	ADJ
ajst-25671	131	20	well	well	ADJ
ajst-25671	131	21	data	datum	NOUN
ajst-25671	131	22	,	,	PUNCT
ajst-25671	131	23	helping	help	VERB
ajst-25671	131	24	to	to	PART
ajst-25671	131	25	improve	improve	VERB
ajst-25671	131	26	the	the	DET
ajst-25671	131	27	scientific	scientific	ADJ
ajst-25671	131	28	and	and	CCONJ
ajst-25671	131	29	accuracy	accuracy	NOUN
ajst-25671	131	30	of	of	ADP
ajst-25671	131	31	decision	decision	NOUN
ajst-25671	131	32	-	-	PUNCT
ajst-25671	131	33	making	making	NOUN
ajst-25671	131	34	.	.	PUNCT
ajst-25671	132	1	based	base	VERB
ajst-25671	132	2	on	on	ADP
ajst-25671	132	3	these	these	DET
ajst-25671	132	4	studies	study	NOUN
ajst-25671	132	5	,	,	PUNCT
ajst-25671	132	6	intelligent	intelligent	ADJ
ajst-25671	132	7	drilling	drilling	NOUN
ajst-25671	132	8	decision	decision	NOUN
ajst-25671	132	9	support	support	NOUN
ajst-25671	132	10	systems	system	NOUN
ajst-25671	132	11	have	have	AUX
ajst-25671	132	12	made	make	VERB
ajst-25671	132	13	progress	progress	NOUN
ajst-25671	132	14	in	in	ADP
ajst-25671	132	15	improving	improve	VERB
ajst-25671	132	16	operational	operational	ADJ
ajst-25671	132	17	efficiency	efficiency	NOUN
ajst-25671	132	18	,	,	PUNCT
ajst-25671	132	19	simulation	simulation	NOUN
ajst-25671	132	20	prediction	prediction	NOUN
ajst-25671	132	21	,	,	PUNCT
ajst-25671	132	22	and	and	CCONJ
ajst-25671	132	23	risk	risk	NOUN
ajst-25671	132	24	warning	warning	NOUN
ajst-25671	132	25	.	.	PUNCT
ajst-25671	133	1	future	future	ADJ
ajst-25671	133	2	research	research	NOUN
ajst-25671	133	3	should	should	AUX
ajst-25671	133	4	further	far	ADV
ajst-25671	133	5	explore	explore	VERB
ajst-25671	133	6	the	the	DET
ajst-25671	133	7	integration	integration	NOUN
ajst-25671	133	8	of	of	ADP
ajst-25671	133	9	big	big	ADJ
ajst-25671	133	10	data	datum	NOUN
ajst-25671	133	11	,	,	PUNCT
ajst-25671	133	12	high	high	ADJ
ajst-25671	133	13	-	-	PUNCT
ajst-25671	133	14	end	end	NOUN
ajst-25671	133	15	transmission	transmission	NOUN
ajst-25671	133	16	devices	device	NOUN
ajst-25671	133	17	and	and	CCONJ
ajst-25671	133	18	precise	precise	ADJ
ajst-25671	133	19	analytical	analytical	ADJ
ajst-25671	133	20	processes	process	NOUN
ajst-25671	133	21	to	to	PART
ajst-25671	133	22	develop	develop	VERB
ajst-25671	133	23	an	an	DET
ajst-25671	133	24	integrated	integrate	VERB
ajst-25671	133	25	geological	geological	ADJ
ajst-25671	133	26	-	-	PUNCT
ajst-25671	133	27	engineering	engineering	NOUN
ajst-25671	133	28	drilling	drilling	NOUN
ajst-25671	133	29	management	management	NOUN
ajst-25671	133	30	platform	platform	NOUN
ajst-25671	133	31	.	.	PUNCT
ajst-25671	134	1	4	4	X
ajst-25671	134	2	.	.	X
ajst-25671	134	3	development	development	NOUN
ajst-25671	134	4	directions	direction	NOUN
ajst-25671	134	5	and	and	CCONJ
ajst-25671	134	6	conclusion	conclusion	NOUN
ajst-25671	134	7	in	in	ADP
ajst-25671	134	8	recent	recent	ADJ
ajst-25671	134	9	years	year	NOUN
ajst-25671	134	10	,	,	PUNCT
ajst-25671	134	11	with	with	ADP
ajst-25671	134	12	the	the	DET
ajst-25671	134	13	rapid	rapid	ADJ
ajst-25671	134	14	development	development	NOUN
ajst-25671	134	15	of	of	ADP
ajst-25671	134	16	big	big	ADJ
ajst-25671	134	17	data	datum	NOUN
ajst-25671	134	18	technology	technology	NOUN
ajst-25671	134	19	,	,	PUNCT
ajst-25671	134	20	oilfield	oilfield	NOUN
ajst-25671	134	21	informatization	informatization	NOUN
ajst-25671	134	22	technology	technology	NOUN
ajst-25671	134	23	has	have	AUX
ajst-25671	134	24	reached	reach	VERB
ajst-25671	134	25	a	a	DET
ajst-25671	134	26	new	new	ADJ
ajst-25671	134	27	turning	turning	NOUN
ajst-25671	134	28	point	point	NOUN
ajst-25671	134	29	.	.	PUNCT
ajst-25671	135	1	the	the	DET
ajst-25671	135	2	deep	deep	ADJ
ajst-25671	135	3	integration	integration	NOUN
ajst-25671	135	4	of	of	ADP
ajst-25671	135	5	information	information	NOUN
ajst-25671	135	6	technology	technology	NOUN
ajst-25671	135	7	not	not	PART
ajst-25671	135	8	only	only	ADV
ajst-25671	135	9	accelerates	accelerate	VERB
ajst-25671	135	10	drilling	drilling	NOUN
ajst-25671	135	11	efficiency	efficiency	NOUN
ajst-25671	135	12	but	but	CCONJ
ajst-25671	135	13	also	also	ADV
ajst-25671	135	14	significantly	significantly	ADV
ajst-25671	135	15	enhances	enhance	VERB
ajst-25671	135	16	the	the	DET
ajst-25671	135	17	recovery	recovery	NOUN
ajst-25671	135	18	rate	rate	NOUN
ajst-25671	135	19	of	of	ADP
ajst-25671	135	20	oil	oil	NOUN
ajst-25671	135	21	and	and	CCONJ
ajst-25671	135	22	gas	gas	NOUN
ajst-25671	135	23	resources	resource	NOUN
ajst-25671	135	24	,	,	PUNCT
ajst-25671	135	25	opening	open	VERB
ajst-25671	135	26	up	up	ADP
ajst-25671	135	27	vast	vast	ADJ
ajst-25671	135	28	applications	application	NOUN
ajst-25671	135	29	and	and	CCONJ
ajst-25671	135	30	development	development	NOUN
ajst-25671	135	31	opportunities	opportunity	NOUN
ajst-25671	135	32	in	in	ADP
ajst-25671	135	33	the	the	DET
ajst-25671	135	34	petroleum	petroleum	NOUN
ajst-25671	135	35	field	field	NOUN
ajst-25671	135	36	.	.	PUNCT
ajst-25671	136	1	the	the	DET
ajst-25671	136	2	continuous	continuous	ADJ
ajst-25671	136	3	advancement	advancement	NOUN
ajst-25671	136	4	of	of	ADP
ajst-25671	136	5	intelligent	intelligent	ADJ
ajst-25671	136	6	drilling	drilling	NOUN
ajst-25671	136	7	technology	technology	NOUN
ajst-25671	136	8	will	will	AUX
ajst-25671	136	9	necessitate	necessitate	VERB
ajst-25671	136	10	in	in	ADP
ajst-25671	136	11	-	-	PUNCT
ajst-25671	136	12	depth	depth	NOUN
ajst-25671	136	13	research	research	NOUN
ajst-25671	136	14	into	into	ADP
ajst-25671	136	15	a	a	DET
ajst-25671	136	16	series	series	NOUN
ajst-25671	136	17	of	of	ADP
ajst-25671	136	18	key	key	ADJ
ajst-25671	136	19	foundational	foundational	ADJ
ajst-25671	136	20	theories	theory	NOUN
ajst-25671	136	21	and	and	CCONJ
ajst-25671	136	22	core	core	NOUN
ajst-25671	136	23	technologies	technology	NOUN
ajst-25671	136	24	,	,	PUNCT
ajst-25671	136	25	injecting	inject	VERB
ajst-25671	136	26	new	new	ADJ
ajst-25671	136	27	momentum	momentum	NOUN
ajst-25671	136	28	of	of	ADP
ajst-25671	136	29	intelligent	intelligent	ADJ
ajst-25671	136	30	technology	technology	NOUN
ajst-25671	136	31	into	into	ADP
ajst-25671	136	32	the	the	DET
ajst-25671	136	33	drilling	drilling	NOUN
ajst-25671	136	34	field	field	NOUN
ajst-25671	136	35	.	.	PUNCT
ajst-25671	137	1	this	this	PRON
ajst-25671	137	2	is	be	AUX
ajst-25671	137	3	mainly	mainly	ADV
ajst-25671	137	4	reflected	reflect	VERB
ajst-25671	137	5	in	in	ADP
ajst-25671	137	6	the	the	DET
ajst-25671	137	7	following	follow	VERB
ajst-25671	137	8	three	three	NUM
ajst-25671	137	9	aspects	aspect	NOUN
ajst-25671	137	10	:	:	PUNCT
ajst-25671	137	11	(	(	PUNCT
ajst-25671	137	12	1)unified	1)unified	NUM
ajst-25671	137	13	system	system	NOUN
ajst-25671	137	14	architecture	architecture	NOUN
ajst-25671	137	15	and	and	CCONJ
ajst-25671	137	16	data	datum	NOUN
ajst-25671	137	17	standards	standard	NOUN
ajst-25671	137	18	:	:	PUNCT
ajst-25671	137	19	currently	currently	ADV
ajst-25671	137	20	,	,	PUNCT
ajst-25671	137	21	the	the	DET
ajst-25671	137	22	oil	oil	NOUN
ajst-25671	137	23	and	and	CCONJ
ajst-25671	137	24	gas	gas	NOUN
ajst-25671	137	25	sector	sector	NOUN
ajst-25671	137	26	lacks	lack	VERB
ajst-25671	137	27	an	an	DET
ajst-25671	137	28	organization	organization	NOUN
ajst-25671	137	29	to	to	PART
ajst-25671	137	30	coordinate	coordinate	VERB
ajst-25671	137	31	and	and	CCONJ
ajst-25671	137	32	promote	promote	VERB
ajst-25671	137	33	the	the	DET
ajst-25671	137	34	development	development	NOUN
ajst-25671	137	35	of	of	ADP
ajst-25671	137	36	intelligent	intelligent	ADJ
ajst-25671	137	37	drilling	drilling	NOUN
ajst-25671	137	38	technologies	technology	NOUN
ajst-25671	137	39	.	.	PUNCT
ajst-25671	138	1	therefore	therefore	ADV
ajst-25671	138	2	,	,	PUNCT
ajst-25671	138	3	establishing	establish	VERB
ajst-25671	138	4	a	a	DET
ajst-25671	138	5	standardized	standardized	ADJ
ajst-25671	138	6	and	and	CCONJ
ajst-25671	138	7	normative	normative	ADJ
ajst-25671	138	8	system	system	NOUN
ajst-25671	138	9	for	for	ADP
ajst-25671	138	10	intelligent	intelligent	ADJ
ajst-25671	138	11	drilling	drilling	NOUN
ajst-25671	138	12	technology	technology	NOUN
ajst-25671	138	13	is	be	AUX
ajst-25671	138	14	crucial	crucial	ADJ
ajst-25671	138	15	to	to	PART
ajst-25671	138	16	allow	allow	VERB
ajst-25671	138	17	seamless	seamless	ADJ
ajst-25671	138	18	data	datum	NOUN
ajst-25671	138	19	communication	communication	NOUN
ajst-25671	138	20	across	across	ADP
ajst-25671	138	21	different	different	ADJ
ajst-25671	138	22	scenarios	scenario	NOUN
ajst-25671	138	23	,	,	PUNCT
ajst-25671	138	24	ensuring	ensure	VERB
ajst-25671	138	25	interoperability	interoperability	NOUN
ajst-25671	138	26	and	and	CCONJ
ajst-25671	138	27	operability	operability	NOUN
ajst-25671	138	28	between	between	ADP
ajst-25671	138	29	systems	system	NOUN
ajst-25671	138	30	.	.	PUNCT
ajst-25671	139	1	(	(	PUNCT
ajst-25671	139	2	2)establishing	2)establishing	NUM
ajst-25671	139	3	comprehensive	comprehensive	ADJ
ajst-25671	139	4	intelligent	intelligent	ADJ
ajst-25671	139	5	monitoring	monitoring	NOUN
ajst-25671	139	6	,	,	PUNCT
ajst-25671	139	7	diagnosis	diagnosis	NOUN
ajst-25671	139	8	,	,	PUNCT
ajst-25671	139	9	and	and	CCONJ
ajst-25671	139	10	decision	decision	NOUN
ajst-25671	139	11	-	-	PUNCT
ajst-25671	139	12	making	make	VERB
ajst-25671	139	13	systems	system	NOUN
ajst-25671	139	14	for	for	ADP
ajst-25671	139	15	complex	complex	ADJ
ajst-25671	139	16	oil	oil	NOUN
ajst-25671	139	17	and	and	CCONJ
ajst-25671	139	18	gas	gas	NOUN
ajst-25671	139	19	wells	well	NOUN
ajst-25671	139	20	:	:	PUNCT
ajst-25671	139	21	it	it	PRON
ajst-25671	139	22	is	be	AUX
ajst-25671	139	23	important	important	ADJ
ajst-25671	139	24	to	to	PART
ajst-25671	139	25	build	build	VERB
ajst-25671	139	26	a	a	DET
ajst-25671	139	27	multi	multi	ADJ
ajst-25671	139	28	-	-	ADJ
ajst-25671	139	29	source	source	ADJ
ajst-25671	139	30	heterogeneous	heterogeneous	ADJ
ajst-25671	139	31	information	information	NOUN
ajst-25671	139	32	platform	platform	NOUN
ajst-25671	139	33	,	,	PUNCT
ajst-25671	139	34	continuously	continuously	ADV
ajst-25671	139	35	research	research	VERB
ajst-25671	139	36	and	and	CCONJ
ajst-25671	139	37	improve	improve	VERB
ajst-25671	139	38	algorithm	algorithm	NOUN
ajst-25671	139	39	models	model	NOUN
ajst-25671	139	40	,	,	PUNCT
ajst-25671	139	41	and	and	CCONJ
ajst-25671	139	42	develop	develop	VERB
ajst-25671	139	43	intelligent	intelligent	ADJ
ajst-25671	139	44	control	control	NOUN
ajst-25671	139	45	technologies	technology	NOUN
ajst-25671	139	46	for	for	ADP
ajst-25671	139	47	real	real	ADJ
ajst-25671	139	48	-	-	PUNCT
ajst-25671	139	49	time	time	NOUN
ajst-25671	139	50	analysis	analysis	NOUN
ajst-25671	139	51	of	of	ADP
ajst-25671	139	52	drilling	drilling	NOUN
ajst-25671	139	53	parameters	parameter	NOUN
ajst-25671	139	54	.	.	PUNCT
ajst-25671	140	1	this	this	PRON
ajst-25671	140	2	would	would	AUX
ajst-25671	140	3	facilitate	facilitate	VERB
ajst-25671	140	4	intelligent	intelligent	ADJ
ajst-25671	140	5	dynamic	dynamic	ADJ
ajst-25671	140	6	drilling	drilling	NOUN
ajst-25671	140	7	optimization	optimization	NOUN
ajst-25671	140	8	solutions	solution	NOUN
ajst-25671	140	9	under	under	ADP
ajst-25671	140	10	complex	complex	ADJ
ajst-25671	140	11	and	and	CCONJ
ajst-25671	140	12	harsh	harsh	ADJ
ajst-25671	140	13	working	working	NOUN
ajst-25671	140	14	conditions	condition	NOUN
ajst-25671	140	15	.	.	PUNCT
ajst-25671	141	1	(	(	PUNCT
ajst-25671	141	2	3)collaborative	3)collaborative	NUM
ajst-25671	141	3	innovation	innovation	NOUN
ajst-25671	141	4	:	:	PUNCT
ajst-25671	141	5	integrating	integrate	VERB
ajst-25671	141	6	knowledge	knowledge	NOUN
ajst-25671	141	7	from	from	ADP
ajst-25671	141	8	petroleum	petroleum	NOUN
ajst-25671	141	9	engineering	engineering	NOUN
ajst-25671	141	10	,	,	PUNCT
ajst-25671	141	11	automation	automation	NOUN
ajst-25671	141	12	,	,	PUNCT
ajst-25671	141	13	applied	apply	VERB
ajst-25671	141	14	mathematics	mathematic	NOUN
ajst-25671	141	15	,	,	PUNCT
ajst-25671	141	16	and	and	CCONJ
ajst-25671	141	17	other	other	ADJ
ajst-25671	141	18	disciplines	discipline	NOUN
ajst-25671	141	19	will	will	AUX
ajst-25671	141	20	drive	drive	VERB
ajst-25671	141	21	breakthroughs	breakthrough	NOUN
ajst-25671	141	22	in	in	ADP
ajst-25671	141	23	intelligent	intelligent	ADJ
ajst-25671	141	24	drilling	drilling	NOUN
ajst-25671	141	25	technology	technology	NOUN
ajst-25671	141	26	.	.	PUNCT
ajst-25671	142	1	the	the	DET
ajst-25671	142	2	goal	goal	NOUN
ajst-25671	142	3	is	be	AUX
ajst-25671	142	4	to	to	PART
ajst-25671	142	5	develop	develop	VERB
ajst-25671	142	6	integrated	integrated	ADJ
ajst-25671	142	7	technologies	technology	NOUN
ajst-25671	142	8	for	for	ADP
ajst-25671	142	9	advanced	advanced	ADJ
ajst-25671	142	10	detection	detection	NOUN
ajst-25671	142	11	and	and	CCONJ
ajst-25671	142	12	intelligent	intelligent	ADJ
ajst-25671	142	13	characterization	characterization	NOUN
ajst-25671	142	14	of	of	ADP
ajst-25671	142	15	complex	complex	ADJ
ajst-25671	142	16	formations	formation	NOUN
ajst-25671	142	17	.	.	PUNCT
ajst-25671	143	1	in	in	ADP
ajst-25671	143	2	summary	summary	NOUN
ajst-25671	143	3	,	,	PUNCT
ajst-25671	143	4	enhancing	enhance	VERB
ajst-25671	143	5	the	the	DET
ajst-25671	143	6	application	application	NOUN
ajst-25671	143	7	scale	scale	NOUN
ajst-25671	143	8	of	of	ADP
ajst-25671	143	9	information	information	NOUN
ajst-25671	143	10	technology	technology	NOUN
ajst-25671	143	11	in	in	ADP
ajst-25671	143	12	oil	oil	NOUN
ajst-25671	143	13	exploration	exploration	NOUN
ajst-25671	143	14	and	and	CCONJ
ajst-25671	143	15	development	development	NOUN
ajst-25671	143	16	and	and	CCONJ
ajst-25671	143	17	further	far	ADV
ajst-25671	143	18	promoting	promote	VERB
ajst-25671	143	19	the	the	DET
ajst-25671	143	20	comprehensive	comprehensive	ADJ
ajst-25671	143	21	development	development	NOUN
ajst-25671	143	22	of	of	ADP
ajst-25671	143	23	intelligent	intelligent	ADJ
ajst-25671	143	24	drilling	drilling	NOUN
ajst-25671	143	25	technology	technology	NOUN
ajst-25671	143	26	will	will	AUX
ajst-25671	143	27	provide	provide	VERB
ajst-25671	143	28	intelligent	intelligent	ADJ
ajst-25671	143	29	decision	decision	NOUN
ajst-25671	143	30	support	support	NOUN
ajst-25671	143	31	for	for	ADP
ajst-25671	143	32	the	the	DET
ajst-25671	143	33	development	development	NOUN
ajst-25671	143	34	of	of	ADP
ajst-25671	143	35	unconventional	unconventional	ADJ
ajst-25671	143	36	,	,	PUNCT
ajst-25671	143	37	low	low	ADJ
ajst-25671	143	38	-	-	PUNCT
ajst-25671	143	39	permeability	permeability	NOUN
ajst-25671	143	40	,	,	PUNCT
ajst-25671	143	41	and	and	CCONJ
ajst-25671	143	42	deepwater	deepwater	ADJ
ajst-25671	143	43	oil	oil	NOUN
ajst-25671	143	44	and	and	CCONJ
ajst-25671	143	45	gas	gas	NOUN
ajst-25671	143	46	resources	resource	NOUN
ajst-25671	143	47	.	.	PUNCT
ajst-25671	144	1	references	reference	NOUN
ajst-25671	144	2	[	[	X
ajst-25671	144	3	1	1	NUM
ajst-25671	144	4	]	]	X
ajst-25671	144	5	dou	dou	X
ajst-25671	144	6	hongen	hongen	PROPN
ajst-25671	144	7	,	,	PUNCT
ajst-25671	144	8	zhang	zhang	PROPN
ajst-25671	144	9	lei	lei	PROPN
ajst-25671	144	10	,	,	PUNCT
ajst-25671	144	11	milan	milan	PROPN
ajst-25671	144	12	,	,	PUNCT
ajst-25671	144	13	et	et	PROPN
ajst-25671	144	14	al	al	PROPN
ajst-25671	144	15	.	.	PUNCT
ajst-25671	145	1	the	the	DET
ajst-25671	145	2	current	current	ADJ
ajst-25671	145	3	status	status	NOUN
ajst-25671	145	4	and	and	CCONJ
ajst-25671	145	5	prospects	prospect	NOUN
ajst-25671	145	6	of	of	ADP
ajst-25671	145	7	artificial	artificial	ADJ
ajst-25671	145	8	intelligence	intelligence	NOUN
ajst-25671	145	9	applications	application	NOUN
ajst-25671	145	10	in	in	ADP
ajst-25671	145	11	the	the	DET
ajst-25671	145	12	global	global	ADJ
ajst-25671	145	13	oil	oil	NOUN
ajst-25671	145	14	and	and	CCONJ
ajst-25671	145	15	gas	gas	NOUN
ajst-25671	145	16	industry	industry	NOUN
ajst-25671	146	1	[	[	X
ajst-25671	146	2	j	j	X
ajst-25671	146	3	]	]	X
ajst-25671	146	4	.	.	PUNCT
ajst-25671	147	1	petroleum	petroleum	NOUN
ajst-25671	147	2	drilling	drilling	NOUN
ajst-25671	147	3	and	and	CCONJ
ajst-25671	147	4	production	production	NOUN
ajst-25671	147	5	technology	technology	NOUN
ajst-25671	147	6	,	,	PUNCT
ajst-25671	147	7	2021	2021	NUM
ajst-25671	147	8	,	,	PUNCT
ajst-25671	147	9	43	43	NUM
ajst-25671	147	10	(	(	PUNCT
ajst-25671	147	11	04	04	NUM
ajst-25671	147	12	):	):	PUNCT
ajst-25671	147	13	405	405	NUM
ajst-25671	147	14	-	-	SYM
ajst-25671	147	15	419	419	NUM
ajst-25671	147	16	+	+	NOUN
ajst-25671	147	17	441.doi	441.doi	NUM
ajst-25671	147	18	:	:	PUNCT
ajst-25671	147	19	10.13639	10.13639	NUM
ajst-25671	147	20	/	/	SYM
ajst-25671	147	21	j.	j.	PROPN
ajst-25671	147	22	odpt	odpt	PROPN
ajst-25671	147	23	.	.	PUNCT
ajst-25671	148	1	2021.04.001	2021.04.001	NOUN
ajst-25671	148	2	.	.	PUNCT
ajst-25671	149	1	[	[	X
ajst-25671	149	2	2	2	X
ajst-25671	149	3	]	]	X
ajst-25671	149	4	lu	lu	NOUN
ajst-25671	149	5	ning	ning	PROPN
ajst-25671	149	6	.	.	PUNCT
ajst-25671	150	1	discussion	discussion	NOUN
ajst-25671	150	2	on	on	ADP
ajst-25671	150	3	the	the	DET
ajst-25671	150	4	development	development	NOUN
ajst-25671	150	5	of	of	ADP
ajst-25671	150	6	informationization	informationization	NOUN
ajst-25671	150	7	construction	construction	NOUN
ajst-25671	150	8	in	in	ADP
ajst-25671	150	9	drilling	drilling	NOUN
ajst-25671	150	10	production	production	NOUN
ajst-25671	151	1	[	[	X
ajst-25671	151	2	j	j	X
ajst-25671	151	3	]	]	X
ajst-25671	151	4	.	.	PUNCT
ajst-25671	152	1	china	china	PROPN
ajst-25671	152	2	new	new	ADJ
ajst-25671	152	3	technology	technology	PROPN
ajst-25671	152	4	and	and	CCONJ
ajst-25671	152	5	new	new	ADJ
ajst-25671	152	6	products	product	NOUN
ajst-25671	152	7	,	,	PUNCT
ajst-25671	152	8	2012	2012	NUM
ajst-25671	152	9	,	,	PUNCT
ajst-25671	152	10	(	(	PUNCT
ajst-25671	152	11	19	19	NUM
ajst-25671	152	12	):	):	PUNCT
ajst-25671	152	13	105	105	NUM
ajst-25671	152	14	.	.	PUNCT
ajst-25671	153	1	doi	doi	NOUN
ajst-25671	153	2	:	:	PUNCT
ajst-25671	153	3	10	10	NUM
ajst-25671	153	4	.	.	X
ajst-25671	154	1	13612/	13612/	NUM
ajst-25671	154	2	j.cnki	j.cnki	NOUN
ajst-25671	154	3	.	.	PUNCT
ajst-25671	154	4	cntp	cntp	NOUN
ajst-25671	154	5	.	.	PUNCT
ajst-25671	155	1	2012.19.031	2012.19.031	NOUN
ajst-25671	155	2	.	.	PUNCT
ajst-25671	156	1	[	[	X
ajst-25671	156	2	3	3	X
ajst-25671	156	3	]	]	X
ajst-25671	156	4	yang	yang	PROPN
ajst-25671	156	5	chuanshu	chuanshu	PROPN
ajst-25671	156	6	,	,	PUNCT
ajst-25671	156	7	li	li	PROPN
ajst-25671	156	8	changsheng	changsheng	PROPN
ajst-25671	156	9	,	,	PUNCT
ajst-25671	156	10	sun	sun	PROPN
ajst-25671	156	11	xudong	xudong	PROPN
ajst-25671	156	12	,	,	PUNCT
ajst-25671	156	13	etc	etc	X
ajst-25671	156	14	research	research	NOUN
ajst-25671	156	15	methods	method	NOUN
ajst-25671	156	16	and	and	CCONJ
ajst-25671	156	17	practices	practice	NOUN
ajst-25671	156	18	of	of	ADP
ajst-25671	156	19	artificial	artificial	ADJ
ajst-25671	156	20	intelligence	intelligence	NOUN
ajst-25671	156	21	drilling	drilling	NOUN
ajst-25671	156	22	technology	technology	NOUN
ajst-25671	157	1	[	[	X
ajst-25671	157	2	j	j	X
ajst-25671	157	3	]	]	X
ajst-25671	157	4	petroleum	petroleum	NOUN
ajst-25671	157	5	drilling	drilling	NOUN
ajst-25671	157	6	technology	technology	NOUN
ajst-25671	157	7	,	,	PUNCT
ajst-25671	157	8	2021	2021	NUM
ajst-25671	157	9	,	,	PUNCT
ajst-25671	157	10	49	49	NUM
ajst-25671	157	11	(	(	PUNCT
ajst-25671	157	12	05	05	NUM
ajst-25671	157	13	):	):	PUNCT
ajst-25671	157	14	7	7	NUM
ajst-25671	157	15	-	-	SYM
ajst-25671	157	16	13	13	NUM
ajst-25671	157	17	.	.	PUNCT
ajst-25671	158	1	[	[	X
ajst-25671	158	2	4	4	NUM
ajst-25671	158	3	]	]	X
ajst-25671	158	4	li	li	PROPN
ajst-25671	158	5	huayang	huayang	PROPN
ajst-25671	158	6	,	,	PUNCT
ajst-25671	158	7	deng	deng	PROPN
ajst-25671	158	8	jingen	jingen	PROPN
ajst-25671	158	9	,	,	PUNCT
ajst-25671	158	10	tan	tan	PROPN
ajst-25671	158	11	qiang	qiang	PROPN
ajst-25671	158	12	,	,	PUNCT
ajst-25671	158	13	et	et	PROPN
ajst-25671	158	14	al	al	PROPN
ajst-25671	158	15	.	.	PUNCT
ajst-25671	158	16	construction	construction	NOUN
ajst-25671	158	17	and	and	CCONJ
ajst-25671	158	18	research	research	NOUN
ajst-25671	158	19	progress	progress	NOUN
ajst-25671	158	20	of	of	ADP
ajst-25671	158	21	intelligent	intelligent	ADJ
ajst-25671	158	22	drilling	drilling	NOUN
ajst-25671	158	23	technology	technology	NOUN
ajst-25671	158	24	application	application	NOUN
ajst-25671	158	25	system	system	NOUN
ajst-25671	158	26	[	[	X
ajst-25671	158	27	j	j	X
ajst-25671	158	28	]	]	X
ajst-25671	158	29	.	.	PUNCT
ajst-25671	159	1	modern	modern	ADJ
ajst-25671	159	2	chemical	chemical	PROPN
ajst-25671	159	3	engineering	engineering	NOUN
ajst-25671	159	4	,	,	PUNCT
ajst-25671	159	5	2023	2023	NUM
ajst-25671	159	6	,	,	PUNCT
ajst-25671	159	7	43	43	NUM
ajst-25671	159	8	(	(	PUNCT
ajst-25671	159	9	10	10	NUM
ajst-25671	159	10	):	):	SYM
ajst-25671	159	11	4145	4145	NUM
ajst-25671	160	1	+	+	SYM
ajst-25671	160	2	51	51	NUM
ajst-25671	160	3	.	.	PUNCT
ajst-25671	160	4	doi	doi	NOUN
ajst-25671	160	5	:	:	PUNCT
ajst-25671	160	6	10.16606	10.16606	NUM
ajst-25671	160	7	/	/	SYM
ajst-25671	160	8	j.cnki	j.cnki	NOUN
ajst-25671	160	9	.	.	PUNCT
ajst-25671	161	1	issn0253	issn0253	PROPN
ajst-25671	161	2	-	-	PUNCT
ajst-25671	161	3	4320.2023.10.008	4320.2023.10.008	PROPN
ajst-25671	161	4	.	.	PUNCT
ajst-25671	162	1	[	[	X
ajst-25671	162	2	5	5	NUM
ajst-25671	162	3	]	]	X
ajst-25671	162	4	batrunya	batrunya	NOUN
ajst-25671	162	5	p	p	X
ajst-25671	162	6	,	,	PUNCT
ajst-25671	162	7	zubir	zubir	NOUN
ajst-25671	162	8	h	h	NOUN
ajst-25671	162	9	,	,	PUNCT
ajst-25671	162	10	slagle	slagle	PROPN
ajst-25671	162	11	p	p	PROPN
ajst-25671	162	12	,	,	PUNCT
ajst-25671	162	13	et	et	PROPN
ajst-25671	162	14	al	al	PROPN
ajst-25671	162	15	.	.	PUNCT
ajst-25671	163	1	drilling	drill	VERB
ajst-25671	163	2	in	in	ADP
ajst-25671	163	3	the	the	DET
ajst-25671	163	4	digital	digital	ADJ
ajst-25671	163	5	age	age	NOUN
ajst-25671	163	6	:	:	PUNCT
ajst-25671	163	7	machine	machine	NOUN
ajst-25671	163	8	learning	learning	NOUN
ajst-25671	163	9	assisted	assist	VERB
ajst-25671	163	10	bit	bit	NOUN
ajst-25671	163	11	selection	selection	NOUN
ajst-25671	163	12	and	and	CCONJ
ajst-25671	163	13	optimization	optimization	NOUN
ajst-25671	163	14	[	[	X
ajst-25671	163	15	c]//	c]//	PROPN
ajst-25671	163	16	international	international	ADJ
ajst-25671	163	17	petroleum	petroleum	NOUN
ajst-25671	163	18	technology	technology	NOUN
ajst-25671	163	19	conference	conference	NOUN
ajst-25671	163	20	,	,	PUNCT
ajst-25671	163	21	2021	2021	NUM
ajst-25671	163	22	.	.	PUNCT
ajst-25671	164	1	[	[	X
ajst-25671	164	2	6	6	NUM
ajst-25671	164	3	]	]	X
ajst-25671	164	4	zhang	zhang	PROPN
ajst-25671	164	5	shaohe	shaohe	PROPN
ajst-25671	164	6	,	,	PUNCT
ajst-25671	164	7	wu	wu	PROPN
ajst-25671	164	8	jingjing	jingjing	PROPN
ajst-25671	164	9	,	,	PUNCT
ajst-25671	164	10	qu	qu	PROPN
ajst-25671	164	11	feilong	feilong	PROPN
ajst-25671	164	12	,	,	PUNCT
ajst-25671	164	13	etc	etc	X
ajst-25671	164	14	research	research	NOUN
ajst-25671	164	15	progress	progress	NOUN
ajst-25671	164	16	on	on	ADP
ajst-25671	164	17	3d	3d	NUM
ajst-25671	164	18	printed	print	VERB
ajst-25671	164	19	diamond	diamond	NOUN
ajst-25671	164	20	composite	composite	ADJ
ajst-25671	164	21	sheets	sheet	NOUN
ajst-25671	164	22	and	and	CCONJ
ajst-25671	164	23	their	their	PRON
ajst-25671	164	24	drill	drill	NOUN
ajst-25671	164	25	bits	bit	VERB
ajst-25671	165	1	[	[	X
ajst-25671	165	2	j	j	X
ajst-25671	165	3	]	]	X
ajst-25671	165	4	diamond	diamond	NOUN
ajst-25671	165	5	and	and	CCONJ
ajst-25671	165	6	abrasive	abrasive	ADJ
ajst-25671	165	7	tools	tool	NOUN
ajst-25671	165	8	engineering	engineering	NOUN
ajst-25671	165	9	,	,	PUNCT
ajst-25671	165	10	2023	2023	NUM
ajst-25671	165	11	,	,	PUNCT
ajst-25671	165	12	43	43	NUM
ajst-25671	165	13	(	(	PUNCT
ajst-25671	165	14	01	01	NUM
ajst-25671	165	15	):	):	PUNCT
ajst-25671	165	16	1422	1422	NUM
ajst-25671	165	17	doi:10.13394	doi:10.13394	NOUN
ajst-25671	165	18	/	/	SYM
ajst-25671	165	19	j.cnki.jgszz.2022.3003	j.cnki.jgszz.2022.3003	PROPN
ajst-25671	165	20	.	.	PUNCT
ajst-25671	166	1	[	[	X
ajst-25671	166	2	7	7	X
ajst-25671	166	3	]	]	X
ajst-25671	166	4	huang	huang	PROPN
ajst-25671	166	5	zhe	zhe	PROPN
ajst-25671	166	6	,	,	PUNCT
ajst-25671	166	7	wu	wu	PROPN
ajst-25671	166	8	zhonghua	zhonghua	PROPN
ajst-25671	166	9	,	,	PUNCT
ajst-25671	166	10	li	li	PROPN
ajst-25671	166	11	cheng	cheng	PROPN
ajst-25671	166	12	,	,	PUNCT
ajst-25671	166	13	etc	etc	X
ajst-25671	166	14	research	research	NOUN
ajst-25671	166	15	and	and	CCONJ
ajst-25671	166	16	application	application	NOUN
ajst-25671	166	17	exploration	exploration	NOUN
ajst-25671	166	18	of	of	ADP
ajst-25671	166	19	intelligent	intelligent	ADJ
ajst-25671	166	20	drill	drill	NOUN
ajst-25671	166	21	bit	bit	NOUN
ajst-25671	166	22	technology	technology	NOUN
ajst-25671	167	1	[	[	X
ajst-25671	167	2	j	j	X
ajst-25671	167	3	]	]	X
ajst-25671	167	4	petroleum	petroleum	NOUN
ajst-25671	167	5	machinery	machinery	NOUN
ajst-25671	167	6	,	,	PUNCT
ajst-25671	167	7	2023	2023	NUM
ajst-25671	167	8	,	,	PUNCT
ajst-25671	167	9	51	51	NUM
ajst-25671	167	10	(	(	PUNCT
ajst-25671	167	11	10	10	NUM
ajst-25671	167	12	):	):	PUNCT
ajst-25671	167	13	67	67	NUM
ajst-25671	167	14	-	-	SYM
ajst-25671	167	15	76	76	NUM
ajst-25671	167	16	doi:10.16082/	doi:10.16082/	NOUN
ajst-25671	167	17	j.cnki.issn.1001	j.cnki.issn.1001	NOUN
ajst-25671	167	18	-	-	PUNCT
ajst-25671	167	19	4578.2023.10.009	4578.2023.10.009	NOUN
ajst-25671	167	20	.	.	PUNCT
ajst-25671	168	1	[	[	X
ajst-25671	168	2	8	8	NUM
ajst-25671	168	3	]	]	X
ajst-25671	168	4	tian	tian	PROPN
ajst-25671	168	5	yuan	yuan	PROPN
ajst-25671	168	6	,	,	PUNCT
ajst-25671	168	7	dai	dai	PROPN
ajst-25671	168	8	jie	jie	PROPN
ajst-25671	168	9	.	.	PUNCT
ajst-25671	169	1	discussion	discussion	NOUN
ajst-25671	169	2	on	on	ADP
ajst-25671	169	3	the	the	DET
ajst-25671	169	4	current	current	ADJ
ajst-25671	169	5	status	status	NOUN
ajst-25671	169	6	and	and	CCONJ
ajst-25671	169	7	development	development	NOUN
ajst-25671	169	8	trends	trend	NOUN
ajst-25671	169	9	of	of	ADP
ajst-25671	169	10	intelligent	intelligent	ADJ
ajst-25671	169	11	drilling	drilling	NOUN
ajst-25671	169	12	technology	technology	NOUN
ajst-25671	170	1	[	[	X
ajst-25671	170	2	j	j	X
ajst-25671	170	3	]	]	X
ajst-25671	170	4	.	.	PUNCT
ajst-25671	171	1	petrochemical	petrochemical	NOUN
ajst-25671	171	2	technology	technology	NOUN
ajst-25671	171	3	,	,	PUNCT
ajst-25671	171	4	2023	2023	NUM
ajst-25671	171	5	,	,	PUNCT
ajst-25671	171	6	30	30	NUM
ajst-25671	171	7	(	(	PUNCT
ajst-25671	171	8	04	04	NUM
ajst-25671	171	9	):	):	PUNCT
ajst-25671	171	10	256	256	NUM
ajst-25671	171	11	-	-	SYM
ajst-25671	171	12	258	258	NUM
ajst-25671	171	13	.	.	PUNCT
ajst-25671	172	1	[	[	X
ajst-25671	172	2	9	9	X
ajst-25671	172	3	]	]	X
ajst-25671	172	4	zheng	zheng	PROPN
ajst-25671	172	5	liming	liming	PROPN
ajst-25671	172	6	,	,	PUNCT
ajst-25671	172	7	li	li	PROPN
ajst-25671	172	8	yanlin	yanlin	PROPN
ajst-25671	172	9	,	,	PUNCT
ajst-25671	172	10	zhang	zhang	PROPN
ajst-25671	172	11	yangyang	yangyang	PROPN
ajst-25671	172	12	,	,	PUNCT
ajst-25671	172	13	et	et	PROPN
ajst-25671	172	14	al	al	PROPN
ajst-25671	172	15	.	.	PUNCT
ajst-25671	172	16	analysis	analysis	NOUN
ajst-25671	172	17	of	of	ADP
ajst-25671	172	18	differences	difference	NOUN
ajst-25671	172	19	and	and	CCONJ
ajst-25671	172	20	development	development	NOUN
ajst-25671	172	21	between	between	ADP
ajst-25671	172	22	intelligent	intelligent	ADJ
ajst-25671	172	23	drilling	drilling	NOUN
ajst-25671	172	24	machines	machine	NOUN
ajst-25671	172	25	and	and	CCONJ
ajst-25671	172	26	traditional	traditional	ADJ
ajst-25671	172	27	drilling	drilling	NOUN
ajst-25671	172	28	machine	machine	NOUN
ajst-25671	172	29	systems	system	NOUN
ajst-25671	172	30	[	[	X
ajst-25671	172	31	j	j	X
ajst-25671	172	32	]	]	X
ajst-25671	172	33	.	.	PUNCT
ajst-25671	173	1	petroleum	petroleum	NOUN
ajst-25671	173	2	machinery	machinery	NOUN
ajst-25671	173	3	,	,	PUNCT
ajst-25671	173	4	2023	2023	NUM
ajst-25671	173	5	,	,	PUNCT
ajst-25671	173	6	51	51	NUM
ajst-25671	173	7	(	(	PUNCT
ajst-25671	173	8	11	11	NUM
ajst-25671	173	9	):	):	PUNCT
ajst-25671	173	10	41	41	NUM
ajst-25671	173	11	-	-	SYM
ajst-25671	173	12	50	50	NUM
ajst-25671	173	13	.	.	PUNCT
ajst-25671	174	1	doi	doi	NOUN
ajst-25671	174	2	:	:	PUNCT
ajst-25671	174	3	10	10	NUM
ajst-25671	174	4	.	.	X
ajst-25671	175	1	16082/	16082/	NUM
ajst-25671	175	2	j.cnki	j.cnki	NOUN
ajst-25671	175	3	.	.	PUNCT
ajst-25671	176	1	issn	issn	PROPN
ajst-25671	176	2	.	.	PUNCT
ajst-25671	177	1	1001	1001	NUM
ajst-25671	177	2	-	-	SYM
ajst-25671	177	3	4578.2023.11.006	4578.2023.11.006	PROPN
ajst-25671	177	4	.	.	PUNCT
ajst-25671	178	1	[	[	X
ajst-25671	178	2	10	10	NUM
ajst-25671	178	3	]	]	SYM
ajst-25671	178	4	hu	hu	PROPN
ajst-25671	178	5	yongjian	yongjian	PROPN
ajst-25671	178	6	,	,	PUNCT
ajst-25671	178	7	huang	huang	PROPN
ajst-25671	178	8	yanfu	yanfu	PROPN
ajst-25671	178	9	,	,	PUNCT
ajst-25671	178	10	li	li	PROPN
ajst-25671	178	11	xianyi	xianyi	PROPN
ajst-25671	178	12	.	.	PUNCT
ajst-25671	179	1	key	key	ADJ
ajst-25671	179	2	technologies	technology	NOUN
ajst-25671	179	3	and	and	CCONJ
ajst-25671	179	4	development	development	NOUN
ajst-25671	179	5	trends	trend	NOUN
ajst-25671	179	6	of	of	ADP
ajst-25671	179	7	magnetic	magnetic	ADJ
ajst-25671	179	8	coupling	coupling	NOUN
ajst-25671	179	9	cable	cable	NOUN
ajst-25671	179	10	drill	drill	NOUN
ajst-25671	179	11	pipe	pipe	NOUN
ajst-25671	180	1	[	[	X
ajst-25671	180	2	j	j	X
ajst-25671	180	3	]	]	X
ajst-25671	180	4	.	.	PUNCT
ajst-25671	181	1	petroleum	petroleum	NOUN
ajst-25671	181	2	drilling	drilling	NOUN
ajst-25671	181	3	and	and	CCONJ
ajst-25671	181	4	production	production	NOUN
ajst-25671	181	5	technology	technology	NOUN
ajst-25671	181	6	,	,	PUNCT
ajst-25671	181	7	2020,42	2020,42	PROPN
ajst-25671	181	8	(	(	PUNCT
ajst-25671	181	9	01	01	NUM
ajst-25671	181	10	):	):	PUNCT
ajst-25671	181	11	21	21	NUM
ajst-25671	181	12	-	-	SYM
ajst-25671	181	13	29	29	NUM
ajst-25671	181	14	.	.	PUNCT
ajst-25671	182	1	doi	doi	NOUN
ajst-25671	182	2	:	:	PUNCT
ajst-25671	182	3	10.13639	10.13639	NUM
ajst-25671	182	4	/	/	SYM
ajst-25671	182	5	j.odpt	j.odpt	ADV
ajst-25671	182	6	.	.	PUNCT
ajst-25671	183	1	2020.01.004	2020.01.004	X
ajst-25671	183	2	.	.	PUNCT
ajst-25671	184	1	[	[	X
ajst-25671	184	2	11	11	NUM
ajst-25671	184	3	]	]	X
ajst-25671	184	4	liu	liu	PROPN
ajst-25671	184	5	baosheng	baosheng	PROPN
ajst-25671	184	6	,	,	PUNCT
ajst-25671	184	7	peng	peng	PROPN
ajst-25671	184	8	fei	fei	PROPN
ajst-25671	184	9	,	,	PUNCT
ajst-25671	184	10	yang	yang	PROPN
ajst-25671	184	11	jiankang	jiankang	PROPN
ajst-25671	184	12	,	,	PUNCT
ajst-25671	184	13	et	et	PROPN
ajst-25671	184	14	al	al	PROPN
ajst-25671	184	15	.	.	PUNCT
ajst-25671	184	16	construction	construction	NOUN
ajst-25671	184	17	of	of	ADP
ajst-25671	184	18	drilling	drill	VERB
ajst-25671	184	19	auxiliary	auxiliary	ADJ
ajst-25671	184	20	decision	decision	NOUN
ajst-25671	184	21	system	system	NOUN
ajst-25671	184	22	and	and	CCONJ
ajst-25671	184	23	engineering	engineering	NOUN
ajst-25671	184	24	practice	practice	NOUN
ajst-25671	184	25	in	in	ADP
ajst-25671	184	26	bozhong	bozhong	NOUN
ajst-25671	184	27	19	19	NUM
ajst-25671	184	28	-	-	SYM
ajst-25671	184	29	6	6	NUM
ajst-25671	184	30	[	[	X
ajst-25671	184	31	j	j	X
ajst-25671	184	32	]	]	X
ajst-25671	184	33	.	.	PUNCT
ajst-25671	185	1	petroleum	petroleum	NOUN
ajst-25671	185	2	drilling	drilling	NOUN
ajst-25671	185	3	and	and	CCONJ
ajst-25671	185	4	production	production	NOUN
ajst-25671	185	5	technology	technology	NOUN
ajst-25671	185	6	,	,	PUNCT
ajst-25671	185	7	2018	2018	NUM
ajst-25671	185	8	,	,	PUNCT
ajst-25671	185	9	40	40	NUM
ajst-25671	185	10	(	(	PUNCT
ajst-25671	185	11	06	06	NUM
ajst-25671	185	12	):	):	PUNCT
ajst-25671	185	13	684	684	NUM
ajst-25671	185	14	-	-	SYM
ajst-25671	185	15	689	689	NUM
ajst-25671	185	16	.	.	PUNCT
ajst-25671	186	1	doi	doi	NOUN
ajst-25671	186	2	:	:	PUNCT
ajst-25671	186	3	10.13639	10.13639	NUM
ajst-25671	186	4	/	/	SYM
ajst-25671	186	5	j.	j.	PROPN
ajst-25671	186	6	odpt	odpt	PROPN
ajst-25671	186	7	.	.	PUNCT
ajst-25671	187	1	2018	2018	NUM
ajst-25671	187	2	.	.	PUNCT
ajst-25671	188	1	06.002	06.002	NUM
ajst-25671	188	2	.	.	PUNCT
ajst-25671	189	1	[	[	X
ajst-25671	189	2	12	12	NUM
ajst-25671	189	3	]	]	X
ajst-25671	189	4	su	su	PROPN
ajst-25671	189	5	yanhe	yanhe	PROPN
ajst-25671	189	6	.	.	PUNCT
ajst-25671	189	7	research	research	NOUN
ajst-25671	189	8	status	status	NOUN
ajst-25671	189	9	and	and	CCONJ
ajst-25671	189	10	development	development	NOUN
ajst-25671	189	11	trends	trend	NOUN
ajst-25671	189	12	of	of	ADP
ajst-25671	189	13	intelligent	intelligent	ADJ
ajst-25671	189	14	drilling	drilling	NOUN
ajst-25671	189	15	fluid	fluid	NOUN
ajst-25671	189	16	monitoring	monitoring	NOUN
ajst-25671	189	17	technology	technology	NOUN
ajst-25671	190	1	[	[	X
ajst-25671	190	2	j	j	X
ajst-25671	190	3	]	]	X
ajst-25671	190	4	.	.	PUNCT
ajst-25671	191	1	western	western	ADJ
ajst-25671	191	2	resources	resource	NOUN
ajst-25671	191	3	,	,	PUNCT
ajst-25671	191	4	2024	2024	NUM
ajst-25671	191	5	,	,	PUNCT
ajst-25671	191	6	(	(	PUNCT
ajst-25671	191	7	02	02	NUM
ajst-25671	191	8	):	):	PUNCT
ajst-25671	191	9	62	62	NUM
ajst-25671	191	10	-	-	SYM
ajst-25671	191	11	66	66	NUM
ajst-25671	191	12	.	.	PUNCT
ajst-25671	192	1	doi	doi	NOUN
ajst-25671	192	2	:	:	PUNCT
ajst-25671	192	3	10.16631	10.16631	NUM
ajst-25671	192	4	/	/	SYM
ajst-25671	192	5	j.cnki	j.cnki	PROPN
ajst-25671	192	6	.	.	PUNCT
ajst-25671	193	1	cn151331	cn151331	PROPN
ajst-25671	193	2	/	/	PROPN
ajst-25671	194	1	p.2022.02.011	p.2022.02.011	PROPN
ajst-25671	194	2	.	.	PUNCT
ajst-25671	195	1	292	292	NUM
ajst-25671	196	1	[	[	SYM
ajst-25671	196	2	13	13	NUM
ajst-25671	196	3	]	]	PUNCT
ajst-25671	196	4	ma	ma	PROPN
ajst-25671	196	5	zhizhong	zhizhong	PROPN
ajst-25671	196	6	,	,	PUNCT
ajst-25671	196	7	yuan	yuan	NOUN
ajst-25671	196	8	zeming	zeming	NOUN
ajst-25671	196	9	,	,	PUNCT
ajst-25671	196	10	jia	jia	PROPN
ajst-25671	196	11	yong	yong	PROPN
ajst-25671	196	12	,	,	PUNCT
ajst-25671	196	13	et	et	PROPN
ajst-25671	196	14	al	al	PROPN
ajst-25671	196	15	.	.	PROPN
ajst-25671	196	16	progress	progress	NOUN
ajst-25671	196	17	in	in	ADP
ajst-25671	196	18	realtime	realtime	ADJ
ajst-25671	196	19	intelligent	intelligent	ADJ
ajst-25671	196	20	drilling	drilling	NOUN
ajst-25671	196	21	assisted	assist	VERB
ajst-25671	196	22	decision	decision	NOUN
ajst-25671	196	23	-	-	PUNCT
ajst-25671	196	24	making	make	VERB
ajst-25671	196	25	technology	technology	NOUN
ajst-25671	196	26	for	for	ADP
ajst-25671	196	27	offshore	offshore	ADJ
ajst-25671	196	28	oil	oil	NOUN
ajst-25671	197	1	[	[	X
ajst-25671	197	2	j	j	X
ajst-25671	197	3	]	]	X
ajst-25671	197	4	.	.	PUNCT
ajst-25671	198	1	offshore	offshore	ADJ
ajst-25671	198	2	oil	oil	NOUN
ajst-25671	198	3	,	,	PUNCT
ajst-25671	198	4	2023	2023	NUM
ajst-25671	198	5	,	,	PUNCT
ajst-25671	198	6	43	43	NUM
ajst-25671	198	7	(	(	PUNCT
ajst-25671	198	8	03	03	NUM
ajst-25671	198	9	):	):	PUNCT
ajst-25671	198	10	84	84	NUM
ajst-25671	198	11	-	-	SYM
ajst-25671	198	12	89	89	NUM
ajst-25671	198	13	.	.	PUNCT
ajst-25671	199	1	[	[	X
ajst-25671	199	2	14	14	NUM
ajst-25671	199	3	]	]	X
ajst-25671	199	4	reza	reza	PROPN
ajst-25671	199	5	y	y	PROPN
ajst-25671	199	6	,	,	PUNCT
ajst-25671	199	7	mohammad	mohammad	PROPN
ajst-25671	199	8	s	s	PART
ajst-25671	199	9	,	,	PUNCT
ajst-25671	199	10	abdorreza	abdorreza	PROPN
ajst-25671	199	11	k	k	PROPN
ajst-25671	199	12	,	,	PUNCT
ajst-25671	199	13	et	et	PROPN
ajst-25671	199	14	al.application	al.application	NOUN
ajst-25671	199	15	of	of	ADP
ajst-25671	199	16	fast	fast	ADJ
ajst-25671	199	17	marching	marching	NOUN
ajst-25671	199	18	method	method	NOUN
ajst-25671	199	19	and	and	CCONJ
ajst-25671	199	20	quality	quality	NOUN
ajst-25671	199	21	map	map	NOUN
ajst-25671	199	22	to	to	ADP
ajst-25671	199	23	well	well	ADV
ajst-25671	199	24	trajectory	trajectory	NOUN
ajst-25671	199	25	optimization	optimization	NOUN
ajst-25671	199	26	with	with	ADP
ajst-25671	199	27	a	a	DET
ajst-25671	199	28	novel	novel	ADJ
ajst-25671	199	29	well	well	NOUN
ajst-25671	199	30	parametrization[j	parametrization[j	NOUN
ajst-25671	199	31	]	]	PUNCT
ajst-25671	199	32	.	.	PUNCT
ajst-25671	200	1	geoenergy	geoenergy	PROPN
ajst-25671	200	2	science	science	NOUN
ajst-25671	200	3	and	and	CCONJ
ajst-25671	200	4	engineering,2023,231(pa	engineering,2023,231(pa	NOUN
ajst-25671	200	5	)	)	PUNCT
ajst-25671	200	6	.	.	PUNCT
ajst-25671	201	1	[	[	X
ajst-25671	201	2	15	15	NUM
ajst-25671	201	3	]	]	SYM
ajst-25671	201	4	kallol	kallol	PROPN
ajst-25671	201	5	b	b	X
ajst-25671	201	6	,	,	PUNCT
ajst-25671	201	7	amril	amril	NOUN
ajst-25671	201	8	n	n	NOUN
ajst-25671	201	9	,	,	PUNCT
ajst-25671	201	10	tauhidur	tauhidur	PROPN
ajst-25671	201	11	m	m	PROPN
ajst-25671	201	12	r	r	NOUN
ajst-25671	201	13	,	,	PUNCT
ajst-25671	201	14	et	et	NOUN
ajst-25671	201	15	al.a	al.a	VERB
ajst-25671	201	16	hybrid	hybrid	ADJ
ajst-25671	201	17	multi	multi	ADJ
ajst-25671	201	18	objective	objective	ADJ
ajst-25671	201	19	cellular	cellular	ADJ
ajst-25671	201	20	spotted	spot	VERB
ajst-25671	201	21	hyena	hyena	NOUN
ajst-25671	201	22	optimizer	optimizer	NOUN
ajst-25671	201	23	for	for	ADP
ajst-25671	201	24	wellbore	wellbore	NOUN
ajst-25671	201	25	trajectory	trajectory	NOUN
ajst-25671	201	26	optimization.[j	optimization.[j	PROPN
ajst-25671	201	27	]	]	PUNCT
ajst-25671	201	28	.	.	PUNCT
ajst-25671	202	1	plos	plos	PROPN
ajst-25671	202	2	one,2022,17(1	one,2022,17(1	PROPN
ajst-25671	202	3	):	):	PUNCT
ajst-25671	202	4	e0261427	e0261427	NOUN
ajst-25671	202	5	-	-	PUNCT
ajst-25671	202	6	e0	e0	NOUN
ajst-25671	202	7	261427	261427	NUM
ajst-25671	202	8	.	.	PUNCT
ajst-25671	203	1	[	[	X
ajst-25671	203	2	16	16	NUM
ajst-25671	203	3	]	]	PUNCT
ajst-25671	203	4	xiaoping	xiaoping	PROPN
ajst-25671	203	5	d	d	PROPN
ajst-25671	203	6	,	,	PUNCT
ajst-25671	203	7	wei	wei	PROPN
ajst-25671	203	8	y	y	PROPN
ajst-25671	203	9	,	,	PUNCT
ajst-25671	203	10	ali	ali	PROPN
ajst-25671	203	11	m	m	PROPN
ajst-25671	203	12	f	f	PROPN
ajst-25671	203	13	m	m	PROPN
ajst-25671	203	14	,	,	PUNCT
ajst-25671	203	15	et	et	PROPN
ajst-25671	203	16	al	al	PROPN
ajst-25671	203	17	.	.	PROPN
ajst-25671	203	18	intelligent	intelligent	ADJ
ajst-25671	203	19	,	,	PUNCT
ajst-25671	203	20	comprehensive	comprehensive	ADJ
ajst-25671	203	21	analytical	analytical	ADJ
ajst-25671	203	22	model	model	NOUN
ajst-25671	203	23	and	and	CCONJ
ajst-25671	203	24	optimization	optimization	NOUN
ajst-25671	203	25	method	method	NOUN
ajst-25671	203	26	for	for	ADP
ajst-25671	203	27	well	well	ADV
ajst-25671	203	28	type/	type/	NUM
ajst-25671	203	29	trajectory	trajectory	NOUN
ajst-25671	203	30	and	and	CCONJ
ajst-25671	203	31	pad	pad	NOUN
ajst-25671	203	32	deployment	deployment	NOUN
ajst-25671	203	33	during	during	ADP
ajst-25671	203	34	cluster	cluster	NOUN
ajst-25671	203	35	drilling	drilling	NOUN
ajst-25671	204	1	[	[	X
ajst-25671	204	2	j	j	X
ajst-25671	204	3	]	]	X
ajst-25671	204	4	.	.	PUNCT
ajst-25671	205	1	geoenergy	geoenergy	PROPN
ajst-25671	205	2	science	science	NOUN
ajst-25671	205	3	and	and	CCONJ
ajst-25671	205	4	engineering	engineering	NOUN
ajst-25671	205	5	,	,	PUNCT
ajst-25671	205	6	2023	2023	NUM
ajst-25671	205	7	,	,	PUNCT
ajst-25671	205	8	227	227	NUM
ajst-25671	205	9	.	.	PUNCT
ajst-25671	206	1	[	[	X
ajst-25671	206	2	17	17	NUM
ajst-25671	206	3	]	]	PUNCT
ajst-25671	206	4	kallol	kallol	PROPN
ajst-25671	206	5	b	b	PROPN
ajst-25671	206	6	,	,	PUNCT
ajst-25671	206	7	m.	m.	NOUN
ajst-25671	206	8	p	p	NOUN
ajst-25671	206	9	v	v	PROPN
ajst-25671	206	10	,	,	PUNCT
ajst-25671	206	11	antonio	antonio	PROPN
ajst-25671	206	12	j	j	PROPN
ajst-25671	206	13	v	v	ADP
ajst-25671	206	14	g	g	PROPN
ajst-25671	206	15	,	,	PUNCT
ajst-25671	206	16	et	et	PROPN
ajst-25671	206	17	al.cellular	al.cellular	NOUN
ajst-25671	206	18	automatabased	automatabase	VERB
ajst-25671	206	19	multi	multi	ADJ
ajst-25671	206	20	-	-	ADJ
ajst-25671	206	21	objective	objective	ADJ
ajst-25671	206	22	hybrid	hybrid	ADJ
ajst-25671	206	23	grey	grey	NOUN
ajst-25671	206	24	wolf	wolf	PROPN
ajst-25671	206	25	optimization	optimization	NOUN
ajst-25671	206	26	and	and	CCONJ
ajst-25671	206	27	particle	particle	NOUN
ajst-25671	206	28	swarm	swarm	NOUN
ajst-25671	206	29	optimization	optimization	NOUN
ajst-25671	206	30	algorithm	algorithm	NOUN
ajst-25671	206	31	for	for	ADP
ajst-25671	206	32	wellbore	wellbore	NOUN
ajst-25671	206	33	trajectory	trajectory	NOUN
ajst-25671	206	34	optimization[j	optimization[j	NOUN
ajst-25671	206	35	]	]	PUNCT
ajst-25671	206	36	.	.	PUNCT
ajst-25671	207	1	journal	journal	PROPN
ajst-25671	207	2	of	of	ADP
ajst-25671	207	3	natural	natural	ADJ
ajst-25671	207	4	gas	gas	NOUN
ajst-25671	207	5	science	science	NOUN
ajst-25671	207	6	and	and	CCONJ
ajst-25671	207	7	engineering,2020	engineering,2020	NOUN
ajst-25671	207	8	,	,	PUNCT
ajst-25671	207	9	(	(	PUNCT
ajst-25671	207	10	prepublish):103695-	prepublish):103695-	NOUN
ajst-25671	207	11	.	.	PUNCT
ajst-25671	208	1	[	[	X
ajst-25671	208	2	18	18	NUM
ajst-25671	208	3	]	]	X
ajst-25671	208	4	zhang	zhang	PROPN
ajst-25671	208	5	neng	neng	PROPN
ajst-25671	208	6	,	,	PUNCT
ajst-25671	208	7	wang	wang	PROPN
ajst-25671	208	8	chuandi	chuandi	PROPN
ajst-25671	208	9	,	,	PUNCT
ajst-25671	208	10	an	an	DET
ajst-25671	208	11	peng	peng	PROPN
ajst-25671	208	12	,	,	PUNCT
ajst-25671	208	13	etc	etc	X
ajst-25671	208	14	optimization	optimization	NOUN
ajst-25671	208	15	and	and	CCONJ
ajst-25671	208	16	simulation	simulation	NOUN
ajst-25671	208	17	experiment	experiment	NOUN
ajst-25671	208	18	of	of	ADP
ajst-25671	208	19	oil	oil	NOUN
ajst-25671	208	20	and	and	CCONJ
ajst-25671	208	21	gas	gas	NOUN
ajst-25671	208	22	well	well	NOUN
ajst-25671	208	23	drilling	drilling	NOUN
ajst-25671	208	24	speed	speed	NOUN
ajst-25671	208	25	prediction	prediction	NOUN
ajst-25671	208	26	technology	technology	NOUN
ajst-25671	208	27	based	base	VERB
ajst-25671	208	28	on	on	ADP
ajst-25671	208	29	pso	pso	NOUN
ajst-25671	208	30	-	-	PUNCT
ajst-25671	208	31	bp	bp	PROPN
ajst-25671	209	1	[	[	X
ajst-25671	209	2	j	j	X
ajst-25671	209	3	]	]	X
ajst-25671	209	4	adhesive	adhesive	NOUN
ajst-25671	209	5	,	,	PUNCT
ajst-25671	209	6	2024	2024	NUM
ajst-25671	209	7	,	,	PUNCT
ajst-25671	209	8	51	51	NUM
ajst-25671	209	9	(	(	PUNCT
ajst-25671	209	10	06	06	NUM
ajst-25671	209	11	):	):	PUNCT
ajst-25671	209	12	19	19	NUM
ajst-25671	209	13	-	-	SYM
ajst-25671	209	14	22	22	NUM
ajst-25671	209	15	.	.	PUNCT
ajst-25671	210	1	[	[	X
ajst-25671	210	2	19	19	NUM
ajst-25671	210	3	]	]	X
ajst-25671	210	4	gao	gao	PROPN
ajst-25671	210	5	yunwei	yunwei	PROPN
ajst-25671	210	6	,	,	PUNCT
ajst-25671	210	7	luo	luo	PROPN
ajst-25671	210	8	limin	limin	PROPN
ajst-25671	210	9	,	,	PUNCT
ajst-25671	210	10	xue	xue	PROPN
ajst-25671	210	11	fenglong	fenglong	PROPN
ajst-25671	210	12	,	,	PUNCT
ajst-25671	210	13	etc	etc	X
ajst-25671	210	14	mechanical	mechanical	ADJ
ajst-25671	210	15	drilling	drilling	NOUN
ajst-25671	210	16	speed	speed	NOUN
ajst-25671	210	17	prediction	prediction	NOUN
ajst-25671	210	18	method	method	NOUN
ajst-25671	210	19	based	base	VERB
ajst-25671	210	20	on	on	ADP
ajst-25671	210	21	stacking	stack	VERB
ajst-25671	210	22	ensemble	ensemble	ADJ
ajst-25671	210	23	learning	learning	NOUN
ajst-25671	210	24	[	[	X
ajst-25671	210	25	j	j	X
ajst-25671	210	26	]	]	X
ajst-25671	210	27	petroleum	petroleum	NOUN
ajst-25671	210	28	machinery	machinery	NOUN
ajst-25671	210	29	,	,	PUNCT
ajst-25671	210	30	2024	2024	NUM
ajst-25671	210	31	,	,	PUNCT
ajst-25671	210	32	52	52	NUM
ajst-25671	210	33	(	(	PUNCT
ajst-25671	210	34	05	05	NUM
ajst-25671	210	35	):	):	PUNCT
ajst-25671	210	36	17	17	NUM
ajst-25671	210	37	-	-	SYM
ajst-25671	210	38	24	24	NUM
ajst-25671	210	39	+	+	NOUN
ajst-25671	210	40	52	52	NUM
ajst-25671	210	41	doi:10.16082	doi:10.16082	NOUN
ajst-25671	210	42	/	/	SYM
ajst-25671	210	43	j.cnki.issn.1001	j.cnki.issn.1001	NOUN
ajst-25671	210	44	-	-	PUNCT
ajst-25671	210	45	4578.2024.05.003	4578.2024.05.003	NOUN
ajst-25671	210	46	.	.	PUNCT
ajst-25671	211	1	[	[	X
ajst-25671	211	2	20	20	NUM
ajst-25671	211	3	]	]	X
ajst-25671	211	4	feng	feng	PROPN
ajst-25671	211	5	yi	yi	PROPN
ajst-25671	211	6	,	,	PUNCT
ajst-25671	211	7	zhu	zhu	PROPN
ajst-25671	211	8	liang	liang	PROPN
ajst-25671	211	9	,	,	PUNCT
ajst-25671	211	10	yang	yang	PROPN
ajst-25671	211	11	lijun	lijun	PROPN
ajst-25671	211	12	,	,	PUNCT
ajst-25671	211	13	etc	etc	X
ajst-25671	211	14	real	real	ADJ
ajst-25671	211	15	time	time	NOUN
ajst-25671	211	16	prediction	prediction	NOUN
ajst-25671	211	17	of	of	ADP
ajst-25671	211	18	mechanical	mechanical	ADJ
ajst-25671	211	19	drilling	drilling	NOUN
ajst-25671	211	20	speed	speed	NOUN
ajst-25671	211	21	based	base	VERB
ajst-25671	211	22	on	on	ADP
ajst-25671	211	23	lstm	lstm	PROPN
ajst-25671	211	24	neural	neural	ADJ
ajst-25671	211	25	network	network	NOUN
ajst-25671	211	26	deep	deep	ADJ
ajst-25671	211	27	sequence	sequence	NOUN
ajst-25671	211	28	[	[	X
ajst-25671	211	29	j	j	X
ajst-25671	211	30	]	]	X
ajst-25671	211	31	journal	journal	PROPN
ajst-25671	211	32	of	of	ADP
ajst-25671	211	33	xi'an	xi'an	PROPN
ajst-25671	211	34	petroleum	petroleum	PROPN
ajst-25671	211	35	university	university	PROPN
ajst-25671	211	36	(	(	PUNCT
ajst-25671	211	37	natural	natural	ADJ
ajst-25671	211	38	science	science	NOUN
ajst-25671	211	39	edition	edition	NOUN
ajst-25671	211	40	)	)	PUNCT
ajst-25671	211	41	,	,	PUNCT
ajst-25671	211	42	2024	2024	NUM
ajst-25671	211	43	,	,	PUNCT
ajst-25671	211	44	39	39	NUM
ajst-25671	211	45	(	(	PUNCT
ajst-25671	211	46	01	01	NUM
ajst-25671	211	47	):	):	PUNCT
ajst-25671	211	48	122	122	NUM
ajst-25671	211	49	-	-	SYM
ajst-25671	211	50	128	128	NUM
ajst-25671	211	51	.	.	PUNCT
ajst-25671	212	1	[	[	X
ajst-25671	212	2	21	21	NUM
ajst-25671	212	3	]	]	X
ajst-25671	212	4	ren	ren	PROPN
ajst-25671	212	5	j	j	PROPN
ajst-25671	212	6	,	,	PUNCT
ajst-25671	212	7	jiang	jiang	PROPN
ajst-25671	212	8	j	j	PROPN
ajst-25671	212	9	,	,	PUNCT
ajst-25671	212	10	zhou	zhou	PROPN
ajst-25671	212	11	c	c	PROPN
ajst-25671	212	12	,	,	PUNCT
ajst-25671	212	13	et	et	PRON
ajst-25671	212	14	al.research	al.research	ADV
ajst-25671	212	15	on	on	ADP
ajst-25671	212	16	adaptive	adaptive	ADJ
ajst-25671	212	17	feature	feature	NOUN
ajst-25671	212	18	optimization	optimization	NOUN
ajst-25671	212	19	and	and	CCONJ
ajst-25671	212	20	drilling	drilling	NOUN
ajst-25671	212	21	rate	rate	NOUN
ajst-25671	212	22	prediction	prediction	NOUN
ajst-25671	212	23	based	base	VERB
ajst-25671	212	24	on	on	ADP
ajst-25671	212	25	real	real	ADJ
ajst-25671	212	26	-	-	PUNCT
ajst-25671	212	27	time	time	NOUN
ajst-25671	212	28	data[j	data[j	NOUN
ajst-25671	212	29	]	]	X
ajst-25671	212	30	.	.	PUNCT
ajst-25671	213	1	geoenergy	geoenergy	PROPN
ajst-25671	213	2	science	science	NOUN
ajst-25671	213	3	and	and	CCONJ
ajst-25671	213	4	engineering,2024,242213247213247	engineering,2024,242213247213247	PROPN
ajst-25671	213	5	.	.	PUNCT
ajst-25671	214	1	[	[	X
ajst-25671	214	2	22	22	NUM
ajst-25671	214	3	]	]	PUNCT
ajst-25671	214	4	xu	xu	PROPN
ajst-25671	214	5	kai	kai	PROPN
ajst-25671	214	6	,	,	PUNCT
ajst-25671	214	7	su	su	PROPN
ajst-25671	214	8	kanhua	kanhua	PROPN
ajst-25671	214	9	,	,	PUNCT
ajst-25671	214	10	li	li	PROPN
ajst-25671	214	11	meng	meng	PROPN
ajst-25671	214	12	,	,	PUNCT
ajst-25671	214	13	etc	etc	X
ajst-25671	214	14	application	application	NOUN
ajst-25671	214	15	of	of	ADP
ajst-25671	214	16	machine	machine	NOUN
ajst-25671	214	17	learning	learn	VERB
ajst-25671	214	18	in	in	ADP
ajst-25671	214	19	oil	oil	NOUN
ajst-25671	214	20	and	and	CCONJ
ajst-25671	214	21	gas	gas	NOUN
ajst-25671	214	22	drilling	drilling	NOUN
ajst-25671	214	23	engineering	engineering	NOUN
ajst-25671	214	24	[	[	X
ajst-25671	214	25	j	j	X
ajst-25671	214	26	]	]	X
ajst-25671	214	27	unconventional	unconventional	ADJ
ajst-25671	214	28	oil	oil	NOUN
ajst-25671	214	29	and	and	CCONJ
ajst-25671	214	30	gas	gas	NOUN
ajst-25671	214	31	,	,	PUNCT
ajst-25671	214	32	2023	2023	NUM
ajst-25671	214	33	,	,	PUNCT
ajst-25671	214	34	10	10	NUM
ajst-25671	214	35	(	(	PUNCT
ajst-25671	214	36	05	05	NUM
ajst-25671	214	37	):	):	PUNCT
ajst-25671	214	38	8	8	NUM
ajst-25671	214	39	-	-	SYM
ajst-25671	214	40	17	17	NUM
ajst-25671	214	41	doi:10	doi:10	NOUN
ajst-25671	214	42	.	.	PUNCT
ajst-25671	215	1	19901/	19901/	NUM
ajst-25671	215	2	j.fcgyq.2023.05.02	j.fcgyq.2023.05.02	PROPN
ajst-25671	215	3	.	.	PUNCT
ajst-25671	216	1	[	[	X
ajst-25671	216	2	23	23	NUM
ajst-25671	216	3	]	]	X
ajst-25671	216	4	zhang	zhang	PROPN
ajst-25671	216	5	duowen	duowen	PROPN
ajst-25671	216	6	,	,	PUNCT
ajst-25671	216	7	ye	ye	PROPN
ajst-25671	216	8	yanhui	yanhui	PROPN
ajst-25671	216	9	,	,	PUNCT
ajst-25671	216	10	pu	pu	PROPN
ajst-25671	216	11	denggang	denggang	PROPN
ajst-25671	216	12	,	,	PUNCT
ajst-25671	216	13	etc	etc	X
ajst-25671	216	14	development	development	NOUN
ajst-25671	216	15	and	and	CCONJ
ajst-25671	216	16	application	application	NOUN
ajst-25671	216	17	of	of	ADP
ajst-25671	216	18	integrated	integrate	VERB
ajst-25671	216	19	decision	decision	NOUN
ajst-25671	216	20	support	support	NOUN
ajst-25671	216	21	platform	platform	NOUN
ajst-25671	216	22	for	for	ADP
ajst-25671	216	23	drilling	drill	VERB
ajst-25671	216	24	well	well	ADV
ajst-25671	216	25	sites	site	NOUN
ajst-25671	216	26	[	[	X
ajst-25671	216	27	c	c	X
ajst-25671	216	28	]	]	PUNCT
ajst-25671	216	29	2023	2023	NUM
ajst-25671	216	30	:	:	PUNCT
ajst-25671	216	31	11	11	NUM
ajst-25671	216	32	doi:10	doi:10	NOUN
ajst-25671	216	33	.	.	PUNCT
ajst-25671	217	1	26914	26914	NUM
ajst-25671	217	2	/	/	SYM
ajst-25671	217	3	c.	c.	PROPN
ajst-25671	217	4	cnkihy	cnkihy	PROPN
ajst-25671	217	5	.	.	PUNCT
ajst-25671	218	1	2023	2023	NUM
ajst-25671	218	2	.	.	PUNCT
ajst-25671	218	3	096806	096806	NUM
ajst-25671	218	4	.	.	PUNCT
ajst-25671	219	1	[	[	X
ajst-25671	219	2	24	24	NUM
ajst-25671	219	3	]	]	X
ajst-25671	219	4	li	li	PROPN
ajst-25671	219	5	jingjia	jingjia	PROPN
ajst-25671	219	6	,	,	PUNCT
ajst-25671	219	7	peng	peng	PROPN
ajst-25671	219	8	zhenhua	zhenhua	PROPN
ajst-25671	219	9	,	,	PUNCT
ajst-25671	219	10	kan	kan	PROPN
ajst-25671	219	11	changxuan	changxuan	PROPN
ajst-25671	219	12	et	et	PROPN
ajst-25671	219	13	al	al	PROPN
ajst-25671	219	14	.	.	PUNCT
ajst-25671	220	1	well	well	INTJ
ajst-25671	220	2	lift	lift	VERB
ajst-25671	221	1	[	[	X
ajst-25671	222	1	j	j	X
ajst-25671	222	2	]	]	X
ajst-25671	222	3	.	.	PUNCT
ajst-25671	223	1	digital	digital	PROPN
ajst-25671	223	2	design	design	PROPN
ajst-25671	223	3	,	,	PUNCT
ajst-25671	223	4	2018	2018	NUM
ajst-25671	223	5	,	,	PUNCT
ajst-25671	223	6	7	7	NUM
ajst-25671	223	7	(	(	PUNCT
ajst-25671	223	8	01	01	NUM
ajst-25671	223	9	):	):	PUNCT
ajst-25671	223	10	50	50	NUM
ajst-25671	223	11	-	-	SYM
ajst-25671	223	12	53	53	NUM
ajst-25671	223	13	.	.	PUNCT
ajst-25671	224	1	oil	oil	NOUN
ajst-25671	224	2	and	and	CCONJ
ajst-25671	224	3	gas	gas	NOUN
ajst-25671	224	4	well	well	ADP
ajst-25671	224	5	artificial	artificial	ADJ
ajst-25671	224	6	lifting	lifting	NOUN
ajst-25671	224	7	production	production	NOUN
ajst-25671	224	8	analysis	analysis	NOUN
ajst-25671	224	9	and	and	CCONJ
ajst-25671	224	10	optimization	optimization	NOUN
ajst-25671	224	11	decision	decision	NOUN
ajst-25671	224	12	system	system	NOUN
ajst-25671	224	13	software	software	NOUN
ajst-25671	224	14	.	.	PUNCT
ajst-25671	225	1	[	[	X
ajst-25671	225	2	25	25	NUM
ajst-25671	225	3	]	]	PUNCT
ajst-25671	225	4	adlakha	adlakha	PROPN
ajst-25671	225	5	k	k	PROPN
ajst-25671	225	6	,	,	PUNCT
ajst-25671	225	7	lyngvi	lyngvi	ADJ
ajst-25671	225	8	e	e	NOUN
ajst-25671	225	9	,	,	PUNCT
ajst-25671	225	10	larssen	larssen	PROPN
ajst-25671	225	11	n	n	PROPN
ajst-25671	225	12	m	m	PROPN
ajst-25671	225	13	,	,	PUNCT
ajst-25671	225	14	et	et	PROPN
ajst-25671	225	15	al	al	PROPN
ajst-25671	225	16	.	.	PUNCT
ajst-25671	225	17	application	application	NOUN
ajst-25671	225	18	of	of	ADP
ajst-25671	225	19	machine	machine	NOUN
ajst-25671	225	20	learning	learn	VERB
ajst-25671	225	21	in	in	ADP
ajst-25671	225	22	offset	offset	NOUN
ajst-25671	225	23	well	well	INTJ
ajst-25671	225	24	planning[c]//spe	planning[c]//spe	PROPN
ajst-25671	225	25	norway	norway	PROPN
ajst-25671	225	26	subsurface	subsurface	PROPN
ajst-25671	225	27	conference	conference	NOUN
ajst-25671	225	28	,	,	PUNCT
ajst-25671	225	29	2020	2020	NUM
ajst-25671	225	30	.	.	PUNCT