id	sid	tid	token	lemma	pos
asir-55897	1	1	applied	apply	VERB
asir-55897	1	2	science	science	NOUN
asir-55897	1	3	and	and	CCONJ
asir-55897	1	4	innovative	innovative	ADJ
asir-55897	1	5	research	research	NOUN
asir-55897	1	6	issn	issn	VERB
asir-55897	1	7	2474	2474	NUM
asir-55897	1	8	-	-	SYM
asir-55897	1	9	4972	4972	NUM
asir-55897	1	10	(	(	PUNCT
asir-55897	1	11	print	print	NOUN
asir-55897	1	12	)	)	PUNCT
asir-55897	1	13	issn	issn	VERB
asir-55897	1	14	2474	2474	NUM
asir-55897	1	15	-	-	SYM
asir-55897	1	16	4980	4980	NUM
asir-55897	1	17	(	(	PUNCT
asir-55897	1	18	online	online	ADJ
asir-55897	1	19	)	)	PUNCT
asir-55897	1	20	vol	vol	NOUN
asir-55897	1	21	.	.	NOUN
asir-55897	2	1	9	9	NUM
asir-55897	2	2	,	,	PUNCT
asir-55897	2	3	no	no	INTJ
asir-55897	2	4	.	.	NOUN
asir-55897	2	5	2	2	NUM
asir-55897	2	6	,	,	PUNCT
asir-55897	2	7	2025	2025	NUM
asir-55897	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	2	9	1	1	NUM
asir-55897	2	10	original	original	ADJ
asir-55897	2	11	paper	paper	NOUN
asir-55897	2	12	research	research	NOUN
asir-55897	2	13	progress	progress	NOUN
asir-55897	2	14	and	and	CCONJ
asir-55897	2	15	prospect	prospect	NOUN
asir-55897	2	16	of	of	ADP
asir-55897	2	17	well	well	INTJ
asir-55897	2	18	leakage	leakage	NOUN
asir-55897	2	19	intelligent	intelligent	ADJ
asir-55897	2	20	identification	identification	NOUN
asir-55897	2	21	and	and	CCONJ
asir-55897	2	22	monitoring	monitor	VERB
asir-55897	2	23	technology	technology	NOUN
asir-55897	2	24	lihao	lihao	PROPN
asir-55897	2	25	zhou1	zhou1	PROPN
asir-55897	2	26	&	&	CCONJ
asir-55897	2	27	chi	chi	PROPN
asir-55897	2	28	zhao1	zhao1	PROPN
asir-55897	2	29	1	1	NUM
asir-55897	2	30	college	college	NOUN
asir-55897	2	31	of	of	ADP
asir-55897	2	32	petroleum	petroleum	NOUN
asir-55897	2	33	engineering	engineering	NOUN
asir-55897	2	34	,	,	PUNCT
asir-55897	2	35	xi’an	xi’an	PROPN
asir-55897	2	36	shiyou	shiyou	PROPN
asir-55897	2	37	university	university	PROPN
asir-55897	2	38	,	,	PUNCT
asir-55897	2	39	xi’an	xi’an	PROPN
asir-55897	2	40	710065	710065	NUM
asir-55897	2	41	,	,	PUNCT
asir-55897	2	42	china	china	PROPN
asir-55897	2	43	received	receive	VERB
asir-55897	2	44	:	:	PUNCT
asir-55897	2	45	february	february	PROPN
asir-55897	2	46	20	20	NUM
asir-55897	2	47	,	,	PUNCT
asir-55897	2	48	2025	2025	NUM
asir-55897	2	49	accepted	accept	VERB
asir-55897	2	50	:	:	PUNCT
asir-55897	2	51	march	march	PROPN
asir-55897	2	52	12	12	NUM
asir-55897	2	53	,	,	PUNCT
asir-55897	2	54	2025	2025	NUM
asir-55897	2	55	online	online	ADV
asir-55897	2	56	published	publish	VERB
asir-55897	2	57	:	:	PUNCT
asir-55897	2	58	march	march	PROPN
asir-55897	2	59	22	22	NUM
asir-55897	2	60	,	,	PUNCT
asir-55897	2	61	2025	2025	NUM
asir-55897	2	62	doi:10.22158	doi:10.22158	NOUN
asir-55897	2	63	/	/	SYM
asir-55897	2	64	asir.v9n2p1	asir.v9n2p1	NOUN
asir-55897	2	65	url	url	NOUN
asir-55897	2	66	:	:	PUNCT
asir-55897	2	67	http://doi.org/10.22158/asir.v9n2p1	http://doi.org/10.22158/asir.v9n2p1	NOUN
asir-55897	2	68	abstract	abstract	ADJ
asir-55897	2	69	well	well	INTJ
asir-55897	2	70	leakage	leakage	NOUN
asir-55897	2	71	is	be	AUX
asir-55897	2	72	a	a	DET
asir-55897	2	73	major	major	ADJ
asir-55897	2	74	factor	factor	NOUN
asir-55897	2	75	affecting	affect	VERB
asir-55897	2	76	the	the	DET
asir-55897	2	77	safety	safety	NOUN
asir-55897	2	78	of	of	ADP
asir-55897	2	79	drilling	drilling	NOUN
asir-55897	2	80	operations	operation	NOUN
asir-55897	2	81	,	,	PUNCT
asir-55897	2	82	especially	especially	ADV
asir-55897	2	83	for	for	ADP
asir-55897	2	84	fractured	fractured	ADJ
asir-55897	2	85	reservoirs	reservoir	NOUN
asir-55897	2	86	.	.	PUNCT
asir-55897	3	1	at	at	ADP
asir-55897	3	2	present	present	ADJ
asir-55897	3	3	,	,	PUNCT
asir-55897	3	4	scholars	scholar	NOUN
asir-55897	3	5	at	at	ADP
asir-55897	3	6	home	home	ADV
asir-55897	3	7	and	and	CCONJ
asir-55897	3	8	abroad	abroad	ADV
asir-55897	3	9	have	have	AUX
asir-55897	3	10	carried	carry	VERB
asir-55897	3	11	out	out	ADP
asir-55897	3	12	a	a	DET
asir-55897	3	13	lot	lot	NOUN
asir-55897	3	14	of	of	ADP
asir-55897	3	15	research	research	NOUN
asir-55897	3	16	on	on	ADP
asir-55897	3	17	the	the	DET
asir-55897	3	18	causes	cause	NOUN
asir-55897	3	19	of	of	ADP
asir-55897	3	20	well	well	ADV
asir-55897	3	21	leakage	leakage	NOUN
asir-55897	3	22	,	,	PUNCT
asir-55897	3	23	leakage	leakage	NOUN
asir-55897	3	24	identification	identification	NOUN
asir-55897	3	25	,	,	PUNCT
asir-55897	3	26	leakage	leakage	NOUN
asir-55897	3	27	prevention	prevention	NOUN
asir-55897	3	28	process	process	NOUN
asir-55897	3	29	and	and	CCONJ
asir-55897	3	30	other	other	ADJ
asir-55897	3	31	aspects	aspect	NOUN
asir-55897	3	32	,	,	PUNCT
asir-55897	3	33	and	and	CCONJ
asir-55897	3	34	have	have	AUX
asir-55897	3	35	made	make	VERB
asir-55897	3	36	great	great	ADJ
asir-55897	3	37	progress	progress	NOUN
asir-55897	3	38	,	,	PUNCT
asir-55897	3	39	but	but	CCONJ
asir-55897	3	40	there	there	PRON
asir-55897	3	41	are	be	VERB
asir-55897	3	42	few	few	ADJ
asir-55897	3	43	systematic	systematic	ADJ
asir-55897	3	44	summaries	summary	NOUN
asir-55897	3	45	on	on	ADP
asir-55897	3	46	the	the	DET
asir-55897	3	47	intelligent	intelligent	ADJ
asir-55897	3	48	monitoring	monitoring	NOUN
asir-55897	3	49	of	of	ADP
asir-55897	3	50	well	well	ADJ
asir-55897	3	51	leakage	leakage	NOUN
asir-55897	3	52	.	.	PUNCT
asir-55897	4	1	therefore	therefore	ADV
asir-55897	4	2	,	,	PUNCT
asir-55897	4	3	the	the	DET
asir-55897	4	4	research	research	NOUN
asir-55897	4	5	on	on	ADP
asir-55897	4	6	the	the	DET
asir-55897	4	7	existing	exist	VERB
asir-55897	4	8	well	well	ADJ
asir-55897	4	9	leakage	leakage	NOUN
asir-55897	4	10	intelligent	intelligent	ADJ
asir-55897	4	11	monitoring	monitoring	NOUN
asir-55897	4	12	technology	technology	NOUN
asir-55897	4	13	is	be	AUX
asir-55897	4	14	of	of	ADP
asir-55897	4	15	guiding	guide	VERB
asir-55897	4	16	significance	significance	NOUN
asir-55897	4	17	to	to	ADP
asir-55897	4	18	the	the	DET
asir-55897	4	19	subsequent	subsequent	ADJ
asir-55897	4	20	development	development	NOUN
asir-55897	4	21	of	of	ADP
asir-55897	4	22	well	well	ADJ
asir-55897	4	23	leakage	leakage	NOUN
asir-55897	4	24	monitoring	monitoring	NOUN
asir-55897	4	25	technology	technology	NOUN
asir-55897	4	26	by	by	ADP
asir-55897	4	27	understanding	understand	VERB
asir-55897	4	28	the	the	DET
asir-55897	4	29	mechanism	mechanism	NOUN
asir-55897	4	30	,	,	PUNCT
asir-55897	4	31	technical	technical	ADJ
asir-55897	4	32	method	method	NOUN
asir-55897	4	33	and	and	CCONJ
asir-55897	4	34	effect	effect	NOUN
asir-55897	4	35	achieved	achieve	VERB
asir-55897	4	36	by	by	ADP
asir-55897	4	37	each	each	DET
asir-55897	4	38	well	well	ADV
asir-55897	4	39	leakage	leakage	NOUN
asir-55897	4	40	monitoring	monitoring	NOUN
asir-55897	4	41	technology	technology	NOUN
asir-55897	4	42	.	.	PUNCT
asir-55897	5	1	based	base	VERB
asir-55897	5	2	on	on	ADP
asir-55897	5	3	the	the	DET
asir-55897	5	4	systematic	systematic	ADJ
asir-55897	5	5	summary	summary	NOUN
asir-55897	5	6	of	of	ADP
asir-55897	5	7	the	the	DET
asir-55897	5	8	causes	cause	NOUN
asir-55897	5	9	of	of	ADP
asir-55897	5	10	well	well	INTJ
asir-55897	5	11	leakage	leakage	NOUN
asir-55897	5	12	and	and	CCONJ
asir-55897	5	13	the	the	DET
asir-55897	5	14	factors	factor	NOUN
asir-55897	5	15	affecting	affect	VERB
asir-55897	5	16	leakage	leakage	NOUN
asir-55897	5	17	loss	loss	NOUN
asir-55897	5	18	,	,	PUNCT
asir-55897	5	19	it	it	PRON
asir-55897	5	20	focuses	focus	VERB
asir-55897	5	21	on	on	ADP
asir-55897	5	22	the	the	DET
asir-55897	5	23	common	common	ADJ
asir-55897	5	24	methods	method	NOUN
asir-55897	5	25	of	of	ADP
asir-55897	5	26	well	well	ADJ
asir-55897	5	27	leakage	leakage	NOUN
asir-55897	5	28	intelligent	intelligent	ADJ
asir-55897	5	29	monitoring	monitoring	NOUN
asir-55897	5	30	both	both	CCONJ
asir-55897	5	31	at	at	ADP
asir-55897	5	32	home	home	NOUN
asir-55897	5	33	and	and	CCONJ
asir-55897	5	34	abroad	abroad	ADV
asir-55897	5	35	,	,	PUNCT
asir-55897	5	36	and	and	CCONJ
asir-55897	5	37	summarises	summarise	VERB
asir-55897	5	38	the	the	DET
asir-55897	5	39	evaluation	evaluation	NOUN
asir-55897	5	40	effect	effect	NOUN
asir-55897	5	41	of	of	ADP
asir-55897	5	42	the	the	DET
asir-55897	5	43	methods	method	NOUN
asir-55897	5	44	and	and	CCONJ
asir-55897	5	45	proposes	propose	VERB
asir-55897	5	46	the	the	DET
asir-55897	5	47	development	development	NOUN
asir-55897	5	48	trend	trend	NOUN
asir-55897	5	49	and	and	CCONJ
asir-55897	5	50	research	research	NOUN
asir-55897	5	51	focus	focus	NOUN
asir-55897	5	52	of	of	ADP
asir-55897	5	53	the	the	DET
asir-55897	5	54	well	well	ADV
asir-55897	5	55	leakage	leakage	NOUN
asir-55897	5	56	intelligent	intelligent	ADJ
asir-55897	5	57	monitoring	monitoring	NOUN
asir-55897	5	58	technology	technology	NOUN
asir-55897	5	59	.	.	PUNCT
asir-55897	6	1	the	the	DET
asir-55897	6	2	development	development	NOUN
asir-55897	6	3	trend	trend	NOUN
asir-55897	6	4	and	and	CCONJ
asir-55897	6	5	research	research	NOUN
asir-55897	6	6	focus	focus	NOUN
asir-55897	6	7	of	of	ADP
asir-55897	6	8	intelligent	intelligent	ADJ
asir-55897	6	9	monitoring	monitoring	NOUN
asir-55897	6	10	technology	technology	NOUN
asir-55897	6	11	are	be	AUX
asir-55897	6	12	proposed	propose	VERB
asir-55897	6	13	.	.	PUNCT
asir-55897	7	1	keywords	keyword	NOUN
asir-55897	7	2	well	well	INTJ
asir-55897	7	3	leakage	leakage	NOUN
asir-55897	7	4	,	,	PUNCT
asir-55897	7	5	monitoring	monitor	VERB
asir-55897	7	6	technology	technology	NOUN
asir-55897	7	7	,	,	PUNCT
asir-55897	7	8	machine	machine	NOUN
asir-55897	7	9	learning	learning	NOUN
asir-55897	7	10	,	,	PUNCT
asir-55897	7	11	neural	neural	ADJ
asir-55897	7	12	network	network	NOUN
asir-55897	7	13	1	1	NUM
asir-55897	7	14	.	.	PUNCT
asir-55897	8	1	introduction	introduction	NOUN
asir-55897	8	2	in	in	ADP
asir-55897	8	3	the	the	DET
asir-55897	8	4	process	process	NOUN
asir-55897	8	5	of	of	ADP
asir-55897	8	6	oil	oil	NOUN
asir-55897	8	7	and	and	CCONJ
asir-55897	8	8	gas	gas	NOUN
asir-55897	8	9	exploration	exploration	NOUN
asir-55897	8	10	and	and	CCONJ
asir-55897	8	11	development	development	NOUN
asir-55897	8	12	in	in	ADP
asir-55897	8	13	china	china	PROPN
asir-55897	8	14	,	,	PUNCT
asir-55897	8	15	drilling	drill	VERB
asir-55897	8	16	often	often	ADV
asir-55897	8	17	encounters	encounter	VERB
asir-55897	8	18	fractured	fractured	ADJ
asir-55897	8	19	reservoirs	reservoir	NOUN
asir-55897	8	20	,	,	PUNCT
asir-55897	8	21	resulting	result	VERB
asir-55897	8	22	in	in	ADP
asir-55897	8	23	well	well	ADJ
asir-55897	8	24	leakage	leakage	NOUN
asir-55897	8	25	accidents	accident	NOUN
asir-55897	8	26	,	,	PUNCT
asir-55897	8	27	which	which	PRON
asir-55897	8	28	not	not	PART
asir-55897	8	29	only	only	ADV
asir-55897	8	30	prolongs	prolong	VERB
asir-55897	8	31	the	the	DET
asir-55897	8	32	drilling	drilling	NOUN
asir-55897	8	33	cycle	cycle	NOUN
asir-55897	8	34	and	and	CCONJ
asir-55897	8	35	loss	loss	NOUN
asir-55897	8	36	of	of	ADP
asir-55897	8	37	mud	mud	NOUN
asir-55897	8	38	,	,	PUNCT
asir-55897	8	39	but	but	CCONJ
asir-55897	8	40	also	also	ADV
asir-55897	8	41	may	may	AUX
asir-55897	8	42	cause	cause	VERB
asir-55897	8	43	a	a	DET
asir-55897	8	44	series	series	NOUN
asir-55897	8	45	of	of	ADP
asir-55897	8	46	complex	complex	ADJ
asir-55897	8	47	situations	situation	NOUN
asir-55897	8	48	such	such	ADJ
asir-55897	8	49	as	as	ADP
asir-55897	8	50	stuck	stuck	ADJ
asir-55897	8	51	drilling	drilling	NOUN
asir-55897	8	52	,	,	PUNCT
asir-55897	8	53	blowout	blowout	NOUN
asir-55897	8	54	,	,	PUNCT
asir-55897	8	55	and	and	CCONJ
asir-55897	8	56	well	well	ADV
asir-55897	8	57	-	-	PUNCT
asir-55897	8	58	wall	wall	NOUN
asir-55897	8	59	instability	instability	NOUN
asir-55897	8	60	,	,	PUNCT
asir-55897	8	61	which	which	PRON
asir-55897	8	62	may	may	AUX
asir-55897	8	63	lead	lead	VERB
asir-55897	8	64	to	to	ADP
asir-55897	8	65	the	the	DET
asir-55897	8	66	scrapping	scrapping	NOUN
asir-55897	8	67	of	of	ADP
asir-55897	8	68	the	the	DET
asir-55897	8	69	borehole	borehole	NOUN
asir-55897	8	70	in	in	ADP
asir-55897	8	71	serious	serious	ADJ
asir-55897	8	72	cases	case	NOUN
asir-55897	8	73	and	and	CCONJ
asir-55897	8	74	cause	cause	VERB
asir-55897	8	75	significant	significant	ADJ
asir-55897	8	76	economic	economic	ADJ
asir-55897	8	77	losses	loss	NOUN
asir-55897	8	78	,	,	PUNCT
asir-55897	8	79	therefore	therefore	ADV
asir-55897	8	80	,	,	PUNCT
asir-55897	8	81	an	an	DET
asir-55897	8	82	in	in	ADP
asir-55897	8	83	-	-	PUNCT
asir-55897	8	84	depth	depth	NOUN
asir-55897	8	85	understanding	understanding	NOUN
asir-55897	8	86	of	of	ADP
asir-55897	8	87	the	the	DET
asir-55897	8	88	mechanism	mechanism	NOUN
asir-55897	8	89	of	of	ADP
asir-55897	8	90	well	well	ADJ
asir-55897	8	91	leakage	leakage	NOUN
asir-55897	8	92	from	from	ADP
asir-55897	8	93	the	the	DET
asir-55897	8	94	geological	geological	ADJ
asir-55897	8	95	and	and	CCONJ
asir-55897	8	96	engineering	engineering	NOUN
asir-55897	8	97	factors	factor	NOUN
asir-55897	8	98	is	be	AUX
asir-55897	8	99	of	of	ADP
asir-55897	8	100	important	important	ADJ
asir-55897	8	101	significance	significance	NOUN
asir-55897	8	102	to	to	ADP
asir-55897	8	103	the	the	DET
asir-55897	8	104	study	study	NOUN
asir-55897	8	105	of	of	ADP
asir-55897	8	106	the	the	DET
asir-55897	8	107	well	well	ADV
asir-55897	8	108	leakage	leakage	NOUN
asir-55897	8	109	monitoring	monitoring	NOUN
asir-55897	8	110	method	method	NOUN
asir-55897	8	111	(	(	PUNCT
asir-55897	8	112	zhang	zhang	X
asir-55897	8	113	et	et	PROPN
asir-55897	8	114	al	al	PROPN
asir-55897	8	115	.	.	PROPN
asir-55897	8	116	,	,	PUNCT
asir-55897	8	117	2022	2022	NUM
asir-55897	8	118	;	;	PUNCT
asir-55897	8	119	deng	deng	PROPN
asir-55897	8	120	et	et	PROPN
asir-55897	8	121	al	al	PROPN
asir-55897	8	122	.	.	PROPN
asir-55897	8	123	,	,	PUNCT
asir-55897	8	124	2023	2023	NUM
asir-55897	8	125	;	;	PUNCT
asir-55897	8	126	hou	hou	PROPN
asir-55897	8	127	et	et	PROPN
asir-55897	8	128	al	al	PROPN
asir-55897	8	129	.	.	PROPN
asir-55897	8	130	,	,	PUNCT
asir-55897	8	131	2024	2024	NUM
asir-55897	8	132	)	)	PUNCT
asir-55897	8	133	.	.	PUNCT
asir-55897	9	1	therefore	therefore	ADV
asir-55897	9	2	,	,	PUNCT
asir-55897	9	3	in	in	ADP
asir-55897	9	4	-	-	PUNCT
asir-55897	9	5	depth	depth	NOUN
asir-55897	9	6	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	9	7	applied	apply	VERB
asir-55897	9	8	science	science	NOUN
asir-55897	9	9	and	and	CCONJ
asir-55897	9	10	innovative	innovative	ADJ
asir-55897	9	11	research	research	NOUN
asir-55897	9	12	vol	vol	NOUN
asir-55897	9	13	.	.	PUNCT
asir-55897	10	1	9	9	NUM
asir-55897	10	2	,	,	PUNCT
asir-55897	10	3	no	no	INTJ
asir-55897	10	4	.	.	NOUN
asir-55897	10	5	2	2	NUM
asir-55897	10	6	,	,	PUNCT
asir-55897	10	7	2025	2025	NUM
asir-55897	10	8	2	2	NUM
asir-55897	10	9	published	publish	VERB
asir-55897	10	10	by	by	ADP
asir-55897	10	11	scholink	scholink	PROPN
asir-55897	10	12	inc	inc	PROPN
asir-55897	10	13	.	.	PUNCT
asir-55897	10	14	understanding	understanding	NOUN
asir-55897	10	15	of	of	ADP
asir-55897	10	16	the	the	DET
asir-55897	10	17	mechanism	mechanism	NOUN
asir-55897	10	18	of	of	ADP
asir-55897	10	19	well	well	ADJ
asir-55897	10	20	leakage	leakage	NOUN
asir-55897	10	21	from	from	ADP
asir-55897	10	22	geological	geological	ADJ
asir-55897	10	23	and	and	CCONJ
asir-55897	10	24	engineering	engineering	NOUN
asir-55897	10	25	factors	factor	NOUN
asir-55897	10	26	is	be	AUX
asir-55897	10	27	of	of	ADP
asir-55897	10	28	great	great	ADJ
asir-55897	10	29	significance	significance	NOUN
asir-55897	10	30	to	to	ADP
asir-55897	10	31	the	the	DET
asir-55897	10	32	study	study	NOUN
asir-55897	10	33	of	of	ADP
asir-55897	10	34	well	well	ADJ
asir-55897	10	35	leakage	leakage	NOUN
asir-55897	10	36	monitoring	monitoring	NOUN
asir-55897	10	37	methods	method	NOUN
asir-55897	10	38	.	.	PUNCT
asir-55897	11	1	at	at	ADP
asir-55897	11	2	present	present	ADJ
asir-55897	11	3	,	,	PUNCT
asir-55897	11	4	scholars	scholar	NOUN
asir-55897	11	5	at	at	ADP
asir-55897	11	6	home	home	ADV
asir-55897	11	7	and	and	CCONJ
asir-55897	11	8	abroad	abroad	ADV
asir-55897	11	9	have	have	AUX
asir-55897	11	10	carried	carry	VERB
asir-55897	11	11	out	out	ADP
asir-55897	11	12	a	a	DET
asir-55897	11	13	lot	lot	NOUN
asir-55897	11	14	of	of	ADP
asir-55897	11	15	research	research	NOUN
asir-55897	11	16	on	on	ADP
asir-55897	11	17	the	the	DET
asir-55897	11	18	causes	cause	NOUN
asir-55897	11	19	of	of	ADP
asir-55897	11	20	well	well	ADV
asir-55897	11	21	leakage	leakage	NOUN
asir-55897	11	22	,	,	PUNCT
asir-55897	11	23	leakage	leakage	NOUN
asir-55897	11	24	identification	identification	NOUN
asir-55897	11	25	,	,	PUNCT
asir-55897	11	26	leakage	leakage	NOUN
asir-55897	11	27	prevention	prevention	NOUN
asir-55897	11	28	process	process	NOUN
asir-55897	11	29	and	and	CCONJ
asir-55897	11	30	other	other	ADJ
asir-55897	11	31	aspects	aspect	NOUN
asir-55897	11	32	,	,	PUNCT
asir-55897	11	33	and	and	CCONJ
asir-55897	11	34	have	have	AUX
asir-55897	11	35	made	make	VERB
asir-55897	11	36	great	great	ADJ
asir-55897	11	37	progress	progress	NOUN
asir-55897	11	38	,	,	PUNCT
asir-55897	11	39	but	but	CCONJ
asir-55897	11	40	there	there	PRON
asir-55897	11	41	are	be	VERB
asir-55897	11	42	few	few	ADJ
asir-55897	11	43	systematic	systematic	ADJ
asir-55897	11	44	summaries	summary	NOUN
asir-55897	11	45	on	on	ADP
asir-55897	11	46	the	the	DET
asir-55897	11	47	intelligent	intelligent	ADJ
asir-55897	11	48	monitoring	monitoring	NOUN
asir-55897	11	49	of	of	ADP
asir-55897	11	50	well	well	ADJ
asir-55897	11	51	leakage	leakage	NOUN
asir-55897	11	52	(	(	PUNCT
asir-55897	11	53	chen	chen	PROPN
asir-55897	11	54	et	et	PROPN
asir-55897	11	55	al	al	PROPN
asir-55897	11	56	.	.	PROPN
asir-55897	11	57	,	,	PUNCT
asir-55897	11	58	2023	2023	NUM
asir-55897	11	59	;	;	PUNCT
asir-55897	11	60	zheng	zheng	PROPN
asir-55897	11	61	et	et	PROPN
asir-55897	11	62	al	al	PROPN
asir-55897	11	63	.	.	PROPN
asir-55897	11	64	,	,	PUNCT
asir-55897	11	65	2023	2023	NUM
asir-55897	11	66	;	;	PUNCT
asir-55897	11	67	zhou	zhou	PROPN
asir-55897	11	68	et	et	PROPN
asir-55897	11	69	al	al	PROPN
asir-55897	11	70	.	.	PROPN
asir-55897	11	71	,	,	PUNCT
asir-55897	11	72	2024	2024	NUM
asir-55897	11	73	)	)	PUNCT
asir-55897	11	74	.	.	PUNCT
asir-55897	12	1	therefore	therefore	ADV
asir-55897	12	2	,	,	PUNCT
asir-55897	12	3	it	it	PRON
asir-55897	12	4	is	be	AUX
asir-55897	12	5	of	of	ADP
asir-55897	12	6	guiding	guiding	NOUN
asir-55897	12	7	significance	significance	NOUN
asir-55897	12	8	for	for	ADP
asir-55897	12	9	the	the	DET
asir-55897	12	10	development	development	NOUN
asir-55897	12	11	of	of	ADP
asir-55897	12	12	subsequent	subsequent	ADJ
asir-55897	12	13	well	well	INTJ
asir-55897	12	14	leakage	leakage	NOUN
asir-55897	12	15	monitoring	monitoring	NOUN
asir-55897	12	16	technology	technology	NOUN
asir-55897	12	17	to	to	PART
asir-55897	12	18	investigate	investigate	VERB
asir-55897	12	19	the	the	DET
asir-55897	12	20	existing	exist	VERB
asir-55897	12	21	well	well	ADJ
asir-55897	12	22	leakage	leakage	NOUN
asir-55897	12	23	intelligent	intelligent	ADJ
asir-55897	12	24	monitoring	monitoring	NOUN
asir-55897	12	25	technology	technology	NOUN
asir-55897	12	26	,	,	PUNCT
asir-55897	12	27	and	and	CCONJ
asir-55897	12	28	to	to	PART
asir-55897	12	29	understand	understand	VERB
asir-55897	12	30	the	the	DET
asir-55897	12	31	mechanism	mechanism	NOUN
asir-55897	12	32	,	,	PUNCT
asir-55897	12	33	technical	technical	ADJ
asir-55897	12	34	method	method	NOUN
asir-55897	12	35	,	,	PUNCT
asir-55897	12	36	and	and	CCONJ
asir-55897	12	37	the	the	DET
asir-55897	12	38	effect	effect	NOUN
asir-55897	12	39	achieved	achieve	VERB
asir-55897	12	40	by	by	ADP
asir-55897	12	41	each	each	DET
asir-55897	12	42	well	well	ADV
asir-55897	12	43	leakage	leakage	NOUN
asir-55897	12	44	monitoring	monitoring	NOUN
asir-55897	12	45	technology	technology	NOUN
asir-55897	12	46	.	.	PUNCT
asir-55897	13	1	2	2	X
asir-55897	13	2	.	.	NUM
asir-55897	13	3	types	type	NOUN
asir-55897	13	4	of	of	ADP
asir-55897	13	5	well	well	INTJ
asir-55897	13	6	leakage	leakage	NOUN
asir-55897	13	7	well	well	ADJ
asir-55897	13	8	leakage	leakage	NOUN
asir-55897	13	9	is	be	AUX
asir-55897	13	10	a	a	DET
asir-55897	13	11	common	common	ADJ
asir-55897	13	12	downhole	downhole	NOUN
asir-55897	13	13	complication	complication	NOUN
asir-55897	13	14	in	in	ADP
asir-55897	13	15	which	which	PRON
asir-55897	13	16	various	various	ADJ
asir-55897	13	17	working	working	NOUN
asir-55897	13	18	fluids	fluid	NOUN
asir-55897	13	19	directly	directly	ADV
asir-55897	13	20	enter	enter	VERB
asir-55897	13	21	the	the	DET
asir-55897	13	22	formation	formation	NOUN
asir-55897	13	23	due	due	ADP
asir-55897	13	24	to	to	ADP
asir-55897	13	25	differential	differential	ADJ
asir-55897	13	26	pressure	pressure	NOUN
asir-55897	13	27	imbalance	imbalance	NOUN
asir-55897	13	28	and	and	CCONJ
asir-55897	13	29	improper	improper	ADJ
asir-55897	13	30	drilling	drilling	NOUN
asir-55897	13	31	process	process	NOUN
asir-55897	13	32	during	during	ADP
asir-55897	13	33	drilling	drilling	NOUN
asir-55897	13	34	operations	operation	NOUN
asir-55897	13	35	,	,	PUNCT
asir-55897	13	36	and	and	CCONJ
asir-55897	13	37	is	be	AUX
asir-55897	13	38	characterised	characterise	VERB
asir-55897	13	39	by	by	ADP
asir-55897	13	40	a	a	DET
asir-55897	13	41	significant	significant	ADJ
asir-55897	13	42	high	high	ADJ
asir-55897	13	43	incidence	incidence	NOUN
asir-55897	13	44	in	in	ADP
asir-55897	13	45	fractured	fractured	ADJ
asir-55897	13	46	reservoirs	reservoir	NOUN
asir-55897	13	47	.	.	PUNCT
asir-55897	14	1	the	the	DET
asir-55897	14	2	root	root	NOUN
asir-55897	14	3	cause	cause	NOUN
asir-55897	14	4	of	of	ADP
asir-55897	14	5	well	well	ADJ
asir-55897	14	6	leakage	leakage	NOUN
asir-55897	14	7	is	be	AUX
asir-55897	14	8	that	that	SCONJ
asir-55897	14	9	the	the	DET
asir-55897	14	10	fluid	fluid	ADJ
asir-55897	14	11	column	column	NOUN
asir-55897	14	12	pressure	pressure	NOUN
asir-55897	14	13	in	in	ADP
asir-55897	14	14	the	the	DET
asir-55897	14	15	well	well	NOUN
asir-55897	14	16	is	be	AUX
asir-55897	14	17	higher	high	ADJ
asir-55897	14	18	than	than	ADP
asir-55897	14	19	the	the	DET
asir-55897	14	20	formation	formation	NOUN
asir-55897	14	21	pressure	pressure	NOUN
asir-55897	14	22	.	.	PUNCT
asir-55897	15	1	based	base	VERB
asir-55897	15	2	on	on	ADP
asir-55897	15	3	this	this	PRON
asir-55897	15	4	,	,	PUNCT
asir-55897	15	5	a	a	DET
asir-55897	15	6	number	number	NOUN
asir-55897	15	7	of	of	ADP
asir-55897	15	8	scholars	scholar	NOUN
asir-55897	15	9	have	have	AUX
asir-55897	15	10	proposed	propose	VERB
asir-55897	15	11	different	different	ADJ
asir-55897	15	12	classification	classification	NOUN
asir-55897	15	13	methods	method	NOUN
asir-55897	15	14	for	for	ADP
asir-55897	15	15	well	well	ADJ
asir-55897	15	16	leakage	leakage	NOUN
asir-55897	15	17	,	,	PUNCT
asir-55897	15	18	as	as	SCONJ
asir-55897	15	19	shown	show	VERB
asir-55897	15	20	in	in	ADP
asir-55897	15	21	table	table	NOUN
asir-55897	15	22	1	1	NUM
asir-55897	15	23	.	.	PUNCT
asir-55897	15	24	table	table	NOUN
asir-55897	15	25	1	1	NUM
asir-55897	15	26	.	.	PUNCT
asir-55897	15	27	types	type	NOUN
asir-55897	15	28	of	of	ADP
asir-55897	15	29	well	well	ADJ
asir-55897	15	30	leaks	leak	NOUN
asir-55897	15	31	number	number	NOUN
asir-55897	15	32	author	author	NOUN
asir-55897	15	33	classification	classification	NOUN
asir-55897	15	34	principles	principle	NOUN
asir-55897	15	35	typology	typology	NOUN
asir-55897	15	36	1	1	NUM
asir-55897	15	37	wang	wang	PROPN
asir-55897	15	38	yezhong	yezhong	PROPN
asir-55897	15	39	et	et	PROPN
asir-55897	15	40	al	al	PROPN
asir-55897	15	41	.	.	PUNCT
asir-55897	16	1	leakage	leakage	NOUN
asir-55897	16	2	mechanisms	mechanism	NOUN
asir-55897	16	3	in	in	ADP
asir-55897	16	4	fractured	fractured	ADJ
asir-55897	16	5	reservoirs	reservoir	NOUN
asir-55897	16	6	natural	natural	ADJ
asir-55897	16	7	fractured	fracture	VERB
asir-55897	16	8	reservoir	reservoir	NOUN
asir-55897	16	9	leakage	leakage	NOUN
asir-55897	16	10	,	,	PUNCT
asir-55897	16	11	induced	induce	VERB
asir-55897	16	12	fractured	fractured	ADJ
asir-55897	16	13	reservoir	reservoir	NOUN
asir-55897	16	14	leakage	leakage	NOUN
asir-55897	16	15	2	2	NUM
asir-55897	16	16	xue	xue	PROPN
asir-55897	16	17	jiu	jiu	PROPN
asir-55897	16	18	huo	huo	PROPN
asir-55897	16	19	et	et	PROPN
asir-55897	16	20	al	al	PROPN
asir-55897	16	21	.	.	PUNCT
asir-55897	17	1	leakage	leakage	PROPN
asir-55897	17	2	velocity	velocity	NOUN
asir-55897	17	3	micro	micro	NOUN
asir-55897	17	4	leakage	leakage	NOUN
asir-55897	17	5	,	,	PUNCT
asir-55897	17	6	small	small	ADJ
asir-55897	17	7	leakage	leakage	NOUN
asir-55897	17	8	,	,	PUNCT
asir-55897	17	9	medium	medium	ADJ
asir-55897	17	10	leakage	leakage	NOUN
asir-55897	17	11	,	,	PUNCT
asir-55897	17	12	large	large	ADJ
asir-55897	17	13	leakage	leakage	NOUN
asir-55897	17	14	,	,	PUNCT
asir-55897	17	15	severe	severe	ADJ
asir-55897	17	16	leakage	leakage	NOUN
asir-55897	17	17	3	3	NUM
asir-55897	17	18	wang	wang	PROPN
asir-55897	17	19	tao	tao	PROPN
asir-55897	17	20	et	et	PROPN
asir-55897	17	21	al	al	PROPN
asir-55897	17	22	.	.	PROPN
asir-55897	18	1	stratigraphic	stratigraphic	PROPN
asir-55897	18	2	features	feature	NOUN
asir-55897	18	3	pore	pore	VERB
asir-55897	18	4	leakage	leakage	NOUN
asir-55897	18	5	,	,	PUNCT
asir-55897	18	6	fissure	fissure	NOUN
asir-55897	18	7	leakage	leakage	NOUN
asir-55897	18	8	,	,	PUNCT
asir-55897	18	9	cavernous	cavernous	ADJ
asir-55897	18	10	leakage	leakage	NOUN
asir-55897	18	11	4	4	NUM
asir-55897	18	12	li	li	NOUN
asir-55897	18	13	wenzhe	wenzhe	PROPN
asir-55897	18	14	et	et	PROPN
asir-55897	18	15	al	al	PROPN
asir-55897	18	16	.	.	PUNCT
asir-55897	19	1	drilling	drill	VERB
asir-55897	19	2	fluid	fluid	ADJ
asir-55897	19	3	leakage	leakage	NOUN
asir-55897	19	4	mechanism	mechanism	NOUN
asir-55897	19	5	fracture	fracture	NOUN
asir-55897	19	6	leakage	leakage	NOUN
asir-55897	19	7	,	,	PUNCT
asir-55897	19	8	closed	closed	ADJ
asir-55897	19	9	-	-	PUNCT
asir-55897	19	10	fracture	fracture	NOUN
asir-55897	19	11	extensional	extensional	ADJ
asir-55897	19	12	leakage	leakage	NOUN
asir-55897	19	13	,	,	PUNCT
asir-55897	19	14	differential	differential	ADJ
asir-55897	19	15	pressure	pressure	NOUN
asir-55897	19	16	leakage	leakage	NOUN
asir-55897	19	17	5	5	NUM
asir-55897	19	18	bi	bi	NOUN
asir-55897	19	19	shubo	shubo	PROPN
asir-55897	19	20	leakage	leakage	PROPN
asir-55897	19	21	channel	channel	NOUN
asir-55897	19	22	single	single	ADJ
asir-55897	19	23	leakage	leakage	NOUN
asir-55897	19	24	system	system	NOUN
asir-55897	19	25	,	,	PUNCT
asir-55897	19	26	composite	composite	ADJ
asir-55897	19	27	leakage	leakage	NOUN
asir-55897	19	28	system	system	NOUN
asir-55897	19	29	6	6	NUM
asir-55897	19	30	shi	shi	NOUN
asir-55897	19	31	xiaoyan	xiaoyan	PROPN
asir-55897	19	32	et	et	PROPN
asir-55897	20	1	al	al	PROPN
asir-55897	20	2	.	.	PROPN
asir-55897	21	1	subjective	subjective	ADJ
asir-55897	21	2	and	and	CCONJ
asir-55897	21	3	objective	objective	ADJ
asir-55897	21	4	factors	factor	NOUN
asir-55897	21	5	natural	natural	ADJ
asir-55897	21	6	,	,	PUNCT
asir-55897	21	7	man	man	NOUN
asir-55897	21	8	-	-	PUNCT
asir-55897	21	9	made	make	VERB
asir-55897	21	10	losses	loss	NOUN
asir-55897	21	11	wang	wang	PROPN
asir-55897	21	12	yezhong	yezhong	PROPN
asir-55897	21	13	et	et	PROPN
asir-55897	21	14	al	al	PROPN
asir-55897	21	15	.	.	PROPN
asir-55897	22	1	(	(	PUNCT
asir-55897	22	2	2007	2007	NUM
asir-55897	22	3	)	)	PUNCT
asir-55897	22	4	subdivided	subdivide	VERB
asir-55897	22	5	fractured	fractured	ADJ
asir-55897	22	6	reservoir	reservoir	NOUN
asir-55897	22	7	leakage	leakage	NOUN
asir-55897	22	8	into	into	ADP
asir-55897	22	9	natural	natural	ADJ
asir-55897	22	10	fractured	fractured	ADJ
asir-55897	22	11	reservoir	reservoir	NOUN
asir-55897	22	12	leakage	leakage	NOUN
asir-55897	22	13	and	and	CCONJ
asir-55897	22	14	induced	induce	VERB
asir-55897	22	15	fractured	fractured	ADJ
asir-55897	22	16	reservoir	reservoir	NOUN
asir-55897	22	17	leakage	leakage	NOUN
asir-55897	22	18	based	base	VERB
asir-55897	22	19	on	on	ADP
asir-55897	22	20	fractured	fractured	ADJ
asir-55897	22	21	reservoir	reservoir	NOUN
asir-55897	22	22	leakage	leakage	NOUN
asir-55897	22	23	mechanism	mechanism	NOUN
asir-55897	22	24	analysis	analysis	NOUN
asir-55897	22	25	.	.	PUNCT
asir-55897	23	1	xue	xue	PROPN
asir-55897	23	2	juhuo	juhuo	PROPN
asir-55897	23	3	et	et	PROPN
asir-55897	23	4	al	al	PROPN
asir-55897	23	5	.	.	PUNCT
asir-55897	24	1	(	(	PUNCT
asir-55897	24	2	2016	2016	NUM
asir-55897	24	3	)	)	PUNCT
asir-55897	24	4	classified	classify	VERB
asir-55897	24	5	well	well	ADJ
asir-55897	24	6	leakage	leakage	NOUN
asir-55897	24	7	into	into	ADP
asir-55897	24	8	micro	micro	ADJ
asir-55897	24	9	leakage	leakage	NOUN
asir-55897	24	10	(	(	PUNCT
asir-55897	24	11	leakage	leakage	NOUN
asir-55897	24	12	rate	rate	NOUN
asir-55897	24	13	5m3	5m3	NUM
asir-55897	24	14	/	/	SYM
asir-55897	24	15	h	h	NOUN
asir-55897	24	16	)	)	PUNCT
asir-55897	24	17	,	,	PUNCT
asir-55897	24	18	small	small	ADJ
asir-55897	24	19	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	24	20	applied	apply	VERB
asir-55897	24	21	science	science	NOUN
asir-55897	24	22	and	and	CCONJ
asir-55897	24	23	innovative	innovative	ADJ
asir-55897	24	24	research	research	NOUN
asir-55897	24	25	vol	vol	NOUN
asir-55897	24	26	.	.	PUNCT
asir-55897	25	1	9	9	NUM
asir-55897	25	2	,	,	PUNCT
asir-55897	25	3	no	no	INTJ
asir-55897	25	4	.	.	NOUN
asir-55897	25	5	2	2	NUM
asir-55897	25	6	,	,	PUNCT
asir-55897	25	7	2025	2025	NUM
asir-55897	25	8	3	3	NUM
asir-55897	25	9	published	publish	VERB
asir-55897	25	10	by	by	ADP
asir-55897	25	11	scholink	scholink	PROPN
asir-55897	25	12	inc	inc	PROPN
asir-55897	25	13	.	.	PUNCT
asir-55897	26	1	leakage	leakage	NOUN
asir-55897	26	2	(	(	PUNCT
asir-55897	26	3	leakage	leakage	NOUN
asir-55897	26	4	rate	rate	NOUN
asir-55897	26	5	5	5	NUM
asir-55897	26	6	-	-	SYM
asir-55897	26	7	15m3	15m3	NUM
asir-55897	26	8	/	/	SYM
asir-55897	26	9	h	h	NOUN
asir-55897	26	10	)	)	PUNCT
asir-55897	26	11	,	,	PUNCT
asir-55897	26	12	medium	medium	ADJ
asir-55897	26	13	leakage	leakage	NOUN
asir-55897	26	14	(	(	PUNCT
asir-55897	26	15	leakage	leakage	NOUN
asir-55897	26	16	rate	rate	NOUN
asir-55897	26	17	15	15	NUM
asir-55897	26	18	-	-	SYM
asir-55897	26	19	30m3	30m3	NUM
asir-55897	26	20	/	/	SYM
asir-55897	26	21	h	h	NOUN
asir-55897	26	22	)	)	PUNCT
asir-55897	26	23	,	,	PUNCT
asir-55897	26	24	large	large	ADJ
asir-55897	26	25	leakage	leakage	NOUN
asir-55897	26	26	(	(	PUNCT
asir-55897	26	27	leakage	leakage	NOUN
asir-55897	26	28	rate	rate	NOUN
asir-55897	26	29	30	30	NUM
asir-55897	26	30	-	-	SYM
asir-55897	26	31	60m3	60m3	NUM
asir-55897	26	32	/	/	SYM
asir-55897	26	33	h	h	NOUN
asir-55897	26	34	)	)	PUNCT
asir-55897	26	35	,	,	PUNCT
asir-55897	26	36	and	and	CCONJ
asir-55897	26	37	severe	severe	ADJ
asir-55897	26	38	leakage	leakage	NOUN
asir-55897	26	39	(	(	PUNCT
asir-55897	26	40	leakage	leakage	NOUN
asir-55897	26	41	rate	rate	NOUN
asir-55897	26	42	60m3	60m3	NUM
asir-55897	26	43	/	/	SYM
asir-55897	26	44	h	h	NOUN
asir-55897	26	45	)	)	PUNCT
asir-55897	26	46	according	accord	VERB
asir-55897	26	47	to	to	ADP
asir-55897	26	48	leakage	leakage	NOUN
asir-55897	26	49	rate	rate	NOUN
asir-55897	26	50	.	.	PUNCT
asir-55897	27	1	wang	wang	PROPN
asir-55897	27	2	tao	tao	PROPN
asir-55897	27	3	et	et	PROPN
asir-55897	27	4	al	al	PROPN
asir-55897	27	5	.	.	PROPN
asir-55897	27	6	(	(	PUNCT
asir-55897	27	7	2021	2021	NUM
asir-55897	27	8	)	)	PUNCT
asir-55897	27	9	addressed	address	VERB
asir-55897	27	10	the	the	DET
asir-55897	27	11	well	well	ADJ
asir-55897	27	12	leakage	leakage	NOUN
asir-55897	27	13	problem	problem	NOUN
asir-55897	27	14	under	under	ADP
asir-55897	27	15	complex	complex	ADJ
asir-55897	27	16	geological	geological	ADJ
asir-55897	27	17	conditions	condition	NOUN
asir-55897	27	18	in	in	ADP
asir-55897	27	19	tarim	tarim	PROPN
asir-55897	27	20	oilfield	oilfield	PROPN
asir-55897	27	21	,	,	PUNCT
asir-55897	27	22	combined	combine	VERB
asir-55897	27	23	with	with	ADP
asir-55897	27	24	stratigraphic	stratigraphic	ADJ
asir-55897	27	25	characterisation	characterisation	NOUN
asir-55897	27	26	to	to	PART
asir-55897	27	27	analyse	analyse	VERB
asir-55897	27	28	the	the	DET
asir-55897	27	29	well	well	ADJ
asir-55897	27	30	leakage	leakage	NOUN
asir-55897	27	31	types	type	NOUN
asir-55897	27	32	in	in	ADP
asir-55897	27	33	the	the	DET
asir-55897	27	34	field	field	NOUN
asir-55897	27	35	,	,	PUNCT
asir-55897	27	36	and	and	CCONJ
asir-55897	27	37	classified	classify	VERB
asir-55897	27	38	them	they	PRON
asir-55897	27	39	into	into	ADP
asir-55897	27	40	three	three	NUM
asir-55897	27	41	categories	category	NOUN
asir-55897	27	42	:	:	PUNCT
asir-55897	27	43	pore	pore	ADJ
asir-55897	27	44	leakage	leakage	NOUN
asir-55897	27	45	,	,	PUNCT
asir-55897	27	46	fracture	fracture	NOUN
asir-55897	27	47	leakage	leakage	NOUN
asir-55897	27	48	and	and	CCONJ
asir-55897	27	49	cavern	cavern	ADJ
asir-55897	27	50	-	-	PUNCT
asir-55897	27	51	type	type	NOUN
asir-55897	27	52	leakage	leakage	NOUN
asir-55897	27	53	.	.	PUNCT
asir-55897	28	1	in	in	ADP
asir-55897	28	2	their	their	PRON
asir-55897	28	3	study	study	NOUN
asir-55897	28	4	of	of	ADP
asir-55897	28	5	well	well	ADJ
asir-55897	28	6	leakage	leakage	NOUN
asir-55897	28	7	in	in	ADP
asir-55897	28	8	changning	changne	VERB
asir-55897	28	9	block	block	NOUN
asir-55897	28	10	,	,	PUNCT
asir-55897	28	11	sichuan	sichuan	PROPN
asir-55897	28	12	province	province	PROPN
asir-55897	28	13	,	,	PUNCT
asir-55897	28	14	li	li	PROPN
asir-55897	28	15	wenzhe	wenzhe	PROPN
asir-55897	28	16	et	et	PROPN
asir-55897	28	17	al	al	PROPN
asir-55897	28	18	.	.	PROPN
asir-55897	28	19	(	(	PUNCT
asir-55897	28	20	2022	2022	NUM
asir-55897	28	21	)	)	PUNCT
asir-55897	28	22	classified	classify	VERB
asir-55897	28	23	the	the	DET
asir-55897	28	24	common	common	ADJ
asir-55897	28	25	drilling	drilling	NOUN
asir-55897	28	26	fluid	fluid	NOUN
asir-55897	28	27	leakage	leakage	NOUN
asir-55897	28	28	mechanisms	mechanism	NOUN
asir-55897	28	29	in	in	ADP
asir-55897	28	30	deep	deep	ADJ
asir-55897	28	31	brittle	brittle	ADJ
asir-55897	28	32	shale	shale	NOUN
asir-55897	28	33	into	into	ADP
asir-55897	28	34	three	three	NUM
asir-55897	28	35	types	type	NOUN
asir-55897	28	36	:	:	PUNCT
asir-55897	28	37	fracture	fracture	NOUN
asir-55897	28	38	leakage	leakage	NOUN
asir-55897	28	39	,	,	PUNCT
asir-55897	28	40	closed	closed	ADJ
asir-55897	28	41	-	-	PUNCT
asir-55897	28	42	fracture	fracture	NOUN
asir-55897	28	43	extension	extension	NOUN
asir-55897	28	44	leakage	leakage	NOUN
asir-55897	28	45	,	,	PUNCT
asir-55897	28	46	and	and	CCONJ
asir-55897	28	47	differential	differential	ADJ
asir-55897	28	48	pressure	pressure	NOUN
asir-55897	28	49	leakage	leakage	NOUN
asir-55897	28	50	,	,	PUNCT
asir-55897	28	51	and	and	CCONJ
asir-55897	28	52	gave	give	VERB
asir-55897	28	53	a	a	DET
asir-55897	28	54	leakage	leakage	NOUN
asir-55897	28	55	pressure	pressure	NOUN
asir-55897	28	56	prediction	prediction	NOUN
asir-55897	28	57	model	model	NOUN
asir-55897	28	58	for	for	ADP
asir-55897	28	59	different	different	ADJ
asir-55897	28	60	leakage	leakage	NOUN
asir-55897	28	61	types	type	NOUN
asir-55897	28	62	.	.	PUNCT
asir-55897	29	1	bi	bi	PROPN
asir-55897	29	2	shubo	shubo	PROPN
asir-55897	29	3	(	(	PUNCT
asir-55897	29	4	2023	2023	NUM
asir-55897	29	5	)	)	PUNCT
asir-55897	29	6	further	far	ADV
asir-55897	29	7	classified	classify	VERB
asir-55897	29	8	well	well	ADJ
asir-55897	29	9	leakage	leakage	NOUN
asir-55897	29	10	according	accord	VERB
asir-55897	29	11	to	to	ADP
asir-55897	29	12	the	the	DET
asir-55897	29	13	leakage	leakage	NOUN
asir-55897	29	14	channels	channel	NOUN
asir-55897	29	15	into	into	ADP
asir-55897	29	16	two	two	NUM
asir-55897	29	17	categories	category	NOUN
asir-55897	29	18	:	:	PUNCT
asir-55897	29	19	single	single	ADJ
asir-55897	29	20	leakage	leakage	NOUN
asir-55897	29	21	system	system	NOUN
asir-55897	29	22	and	and	CCONJ
asir-55897	29	23	composite	composite	ADJ
asir-55897	29	24	leakage	leakage	NOUN
asir-55897	29	25	system	system	NOUN
asir-55897	29	26	,	,	PUNCT
asir-55897	29	27	where	where	SCONJ
asir-55897	29	28	the	the	DET
asir-55897	29	29	single	single	ADJ
asir-55897	29	30	leakage	leakage	NOUN
asir-55897	29	31	system	system	NOUN
asir-55897	29	32	includes	include	VERB
asir-55897	29	33	pore	pore	ADJ
asir-55897	29	34	,	,	PUNCT
asir-55897	29	35	fracture	fracture	NOUN
asir-55897	29	36	,	,	PUNCT
asir-55897	29	37	and	and	CCONJ
asir-55897	29	38	cavern	cavern	ADJ
asir-55897	29	39	types	type	NOUN
asir-55897	29	40	,	,	PUNCT
asir-55897	29	41	and	and	CCONJ
asir-55897	29	42	the	the	DET
asir-55897	29	43	composite	composite	ADJ
asir-55897	29	44	leakage	leakage	NOUN
asir-55897	29	45	system	system	NOUN
asir-55897	29	46	includes	include	VERB
asir-55897	29	47	pore	pore	ADJ
asir-55897	29	48	-	-	PUNCT
asir-55897	29	49	fracture	fracture	NOUN
asir-55897	29	50	,	,	PUNCT
asir-55897	29	51	fracture	fracture	NOUN
asir-55897	29	52	-	-	PUNCT
asir-55897	29	53	cavern	cavern	NOUN
asir-55897	29	54	,	,	PUNCT
asir-55897	29	55	and	and	CCONJ
asir-55897	29	56	pore	pore	ADJ
asir-55897	29	57	-	-	PUNCT
asir-55897	29	58	seam	seam	NOUN
asir-55897	29	59	-	-	PUNCT
asir-55897	29	60	cavern	cavern	NOUN
asir-55897	29	61	.	.	PUNCT
asir-55897	30	1	shi	shi	PROPN
asir-55897	30	2	xiaoyan	xiaoyan	PROPN
asir-55897	30	3	et	et	PROPN
asir-55897	30	4	al	al	PROPN
asir-55897	30	5	.	.	PROPN
asir-55897	31	1	(	(	PUNCT
asir-55897	31	2	2023	2023	NUM
asir-55897	31	3	)	)	PUNCT
asir-55897	31	4	classified	classify	VERB
asir-55897	31	5	well	well	ADJ
asir-55897	31	6	leakage	leakage	NOUN
asir-55897	31	7	into	into	ADP
asir-55897	31	8	natural	natural	ADJ
asir-55897	31	9	and	and	CCONJ
asir-55897	31	10	man	man	NOUN
asir-55897	31	11	-	-	PUNCT
asir-55897	31	12	made	make	VERB
asir-55897	31	13	leakage	leakage	NOUN
asir-55897	31	14	according	accord	VERB
asir-55897	31	15	to	to	ADP
asir-55897	31	16	the	the	DET
asir-55897	31	17	subjective	subjective	ADJ
asir-55897	31	18	and	and	CCONJ
asir-55897	31	19	objective	objective	ADJ
asir-55897	31	20	factors	factor	NOUN
asir-55897	31	21	of	of	ADP
asir-55897	31	22	well	well	ADJ
asir-55897	31	23	leakage	leakage	NOUN
asir-55897	31	24	,	,	PUNCT
asir-55897	31	25	in	in	ADP
asir-55897	31	26	which	which	PRON
asir-55897	31	27	natural	natural	ADJ
asir-55897	31	28	leakage	leakage	NOUN
asir-55897	31	29	can	can	AUX
asir-55897	31	30	be	be	AUX
asir-55897	31	31	further	far	ADV
asir-55897	31	32	subdivided	subdivide	VERB
asir-55897	31	33	into	into	ADP
asir-55897	31	34	three	three	NUM
asir-55897	31	35	types	type	NOUN
asir-55897	31	36	:	:	PUNCT
asir-55897	31	37	pore	pore	ADJ
asir-55897	31	38	leakage	leakage	NOUN
asir-55897	31	39	,	,	PUNCT
asir-55897	31	40	natural	natural	ADJ
asir-55897	31	41	fracture	fracture	NOUN
asir-55897	31	42	leakage	leakage	NOUN
asir-55897	31	43	,	,	PUNCT
asir-55897	31	44	and	and	CCONJ
asir-55897	31	45	cavern	cavern	ADJ
asir-55897	31	46	leakage	leakage	NOUN
asir-55897	31	47	.	.	PUNCT
asir-55897	32	1	3	3	X
asir-55897	32	2	.	.	X
asir-55897	32	3	causes	cause	NOUN
asir-55897	32	4	of	of	ADP
asir-55897	32	5	well	well	INTJ
asir-55897	32	6	leakage	leakage	NOUN
asir-55897	32	7	in	in	ADP
asir-55897	32	8	2009	2009	NUM
asir-55897	32	9	,	,	PUNCT
asir-55897	32	10	yang	yang	PROPN
asir-55897	32	11	xianzhang	xianzhang	PROPN
asir-55897	32	12	et	et	PROPN
asir-55897	32	13	al	al	PROPN
asir-55897	32	14	.	.	PROPN
asir-55897	32	15	investigated	investigate	VERB
asir-55897	32	16	and	and	CCONJ
asir-55897	32	17	researched	research	VERB
asir-55897	32	18	the	the	DET
asir-55897	32	19	well	well	ADJ
asir-55897	32	20	leakage	leakage	NOUN
asir-55897	32	21	situation	situation	NOUN
asir-55897	32	22	of	of	ADP
asir-55897	32	23	exploration	exploration	NOUN
asir-55897	32	24	wells	well	NOUN
asir-55897	32	25	in	in	ADP
asir-55897	32	26	kucha	kucha	PROPN
asir-55897	32	27	depression	depression	NOUN
asir-55897	32	28	,	,	PUNCT
asir-55897	32	29	and	and	CCONJ
asir-55897	32	30	found	find	VERB
asir-55897	32	31	that	that	SCONJ
asir-55897	32	32	the	the	DET
asir-55897	32	33	fundamental	fundamental	ADJ
asir-55897	32	34	reason	reason	NOUN
asir-55897	32	35	for	for	ADP
asir-55897	32	36	the	the	DET
asir-55897	32	37	frequent	frequent	ADJ
asir-55897	32	38	occurrence	occurrence	NOUN
asir-55897	32	39	of	of	ADP
asir-55897	32	40	well	well	ADJ
asir-55897	32	41	leakage	leakage	NOUN
asir-55897	32	42	in	in	ADP
asir-55897	32	43	kucha	kucha	PROPN
asir-55897	32	44	block	block	NOUN
asir-55897	32	45	lies	lie	VERB
asir-55897	32	46	in	in	ADP
asir-55897	32	47	its	its	PRON
asir-55897	32	48	complex	complex	ADJ
asir-55897	32	49	geological	geological	ADJ
asir-55897	32	50	structure	structure	NOUN
asir-55897	32	51	,	,	PUNCT
asir-55897	32	52	which	which	PRON
asir-55897	32	53	is	be	AUX
asir-55897	32	54	manifested	manifest	VERB
asir-55897	32	55	in	in	ADP
asir-55897	32	56	the	the	DET
asir-55897	32	57	development	development	NOUN
asir-55897	32	58	of	of	ADP
asir-55897	32	59	large	large	ADJ
asir-55897	32	60	fracture	fracture	ADJ
asir-55897	32	61	tectonic	tectonic	ADJ
asir-55897	32	62	zones	zone	NOUN
asir-55897	32	63	in	in	ADP
asir-55897	32	64	front	front	NOUN
asir-55897	32	65	of	of	ADP
asir-55897	32	66	the	the	DET
asir-55897	32	67	mountain	mountain	NOUN
asir-55897	32	68	,	,	PUNCT
asir-55897	32	69	the	the	DET
asir-55897	32	70	deposition	deposition	NOUN
asir-55897	32	71	of	of	ADP
asir-55897	32	72	shallow	shallow	ADJ
asir-55897	32	73	,	,	PUNCT
asir-55897	32	74	weakly	weakly	ADV
asir-55897	32	75	cemented	cement	VERB
asir-55897	32	76	gravel	gravel	NOUN
asir-55897	32	77	layer	layer	NOUN
asir-55897	32	78	,	,	PUNCT
asir-55897	32	79	and	and	CCONJ
asir-55897	32	80	the	the	DET
asir-55897	32	81	extensive	extensive	ADJ
asir-55897	32	82	expansion	expansion	NOUN
asir-55897	32	83	of	of	ADP
asir-55897	32	84	the	the	DET
asir-55897	32	85	fracture	fracture	NOUN
asir-55897	32	86	system	system	NOUN
asir-55897	32	87	of	of	ADP
asir-55897	32	88	the	the	DET
asir-55897	32	89	destination	destination	NOUN
asir-55897	32	90	layer	layer	NOUN
asir-55897	32	91	,	,	PUNCT
asir-55897	32	92	and	and	CCONJ
asir-55897	32	93	the	the	DET
asir-55897	32	94	formation	formation	NOUN
asir-55897	32	95	of	of	ADP
asir-55897	32	96	multi	multi	ADJ
asir-55897	32	97	-	-	ADJ
asir-55897	32	98	stage	stage	ADJ
asir-55897	32	99	leakage	leakage	NOUN
asir-55897	32	100	channels	channel	NOUN
asir-55897	32	101	through	through	ADP
asir-55897	32	102	different	different	ADJ
asir-55897	32	103	mechanisms	mechanism	NOUN
asir-55897	32	104	.	.	PUNCT
asir-55897	33	1	occurrence	occurrence	NOUN
asir-55897	33	2	of	of	ADP
asir-55897	33	3	well	well	ADJ
asir-55897	33	4	leakage	leakage	NOUN
asir-55897	33	5	accidents	accident	NOUN
asir-55897	33	6	.	.	PUNCT
asir-55897	34	1	and	and	CCONJ
asir-55897	34	2	kang	kang	PROPN
asir-55897	34	3	yili	yili	PROPN
asir-55897	34	4	et	et	PROPN
asir-55897	34	5	al	al	PROPN
asir-55897	34	6	.	.	PROPN
asir-55897	35	1	(	(	PUNCT
asir-55897	35	2	2013	2013	NUM
asir-55897	35	3	)	)	PUNCT
asir-55897	35	4	found	find	VERB
asir-55897	35	5	that	that	SCONJ
asir-55897	35	6	geological	geological	ADJ
asir-55897	35	7	factors	factor	NOUN
asir-55897	35	8	are	be	AUX
asir-55897	35	9	the	the	DET
asir-55897	35	10	internal	internal	ADJ
asir-55897	35	11	factors	factor	NOUN
asir-55897	35	12	causing	cause	VERB
asir-55897	35	13	well	well	ADJ
asir-55897	35	14	leakage	leakage	NOUN
asir-55897	35	15	accidents	accident	NOUN
asir-55897	35	16	based	base	VERB
asir-55897	35	17	on	on	ADP
asir-55897	35	18	the	the	DET
asir-55897	35	19	analysis	analysis	NOUN
asir-55897	35	20	of	of	ADP
asir-55897	35	21	leakage	leakage	NOUN
asir-55897	35	22	main	main	ADJ
asir-55897	35	23	control	control	NOUN
asir-55897	35	24	factors	factor	NOUN
asir-55897	35	25	,	,	PUNCT
asir-55897	35	26	and	and	CCONJ
asir-55897	35	27	the	the	DET
asir-55897	35	28	drilling	drilling	NOUN
asir-55897	35	29	process	process	NOUN
asir-55897	35	30	is	be	AUX
asir-55897	35	31	also	also	ADV
asir-55897	35	32	another	another	DET
asir-55897	35	33	major	major	ADJ
asir-55897	35	34	factor	factor	NOUN
asir-55897	35	35	causing	cause	VERB
asir-55897	35	36	well	well	ADJ
asir-55897	35	37	leakage	leakage	NOUN
asir-55897	35	38	.	.	PUNCT
asir-55897	36	1	liu	liu	PROPN
asir-55897	36	2	xinran	xinran	PROPN
asir-55897	36	3	(	(	PUNCT
asir-55897	36	4	2019	2019	NUM
asir-55897	36	5	)	)	PUNCT
asir-55897	36	6	,	,	PUNCT
asir-55897	36	7	in	in	ADP
asir-55897	36	8	the	the	DET
asir-55897	36	9	process	process	NOUN
asir-55897	36	10	of	of	ADP
asir-55897	36	11	studying	study	VERB
asir-55897	36	12	the	the	DET
asir-55897	36	13	causes	cause	NOUN
asir-55897	36	14	of	of	ADP
asir-55897	36	15	leakage	leakage	NOUN
asir-55897	36	16	in	in	ADP
asir-55897	36	17	the	the	DET
asir-55897	36	18	leaky	leaky	ADJ
asir-55897	36	19	layer	layer	NOUN
asir-55897	36	20	of	of	ADP
asir-55897	36	21	linfen	linfen	PROPN
asir-55897	36	22	block	block	NOUN
asir-55897	36	23	,	,	PUNCT
asir-55897	36	24	found	find	VERB
asir-55897	36	25	that	that	SCONJ
asir-55897	36	26	the	the	DET
asir-55897	36	27	most	most	ADV
asir-55897	36	28	important	important	ADJ
asir-55897	36	29	reason	reason	NOUN
asir-55897	36	30	for	for	ADP
asir-55897	36	31	the	the	DET
asir-55897	36	32	frequent	frequent	ADJ
asir-55897	36	33	occurrence	occurrence	NOUN
asir-55897	36	34	of	of	ADP
asir-55897	36	35	well	well	INTJ
asir-55897	36	36	leakage	leakage	NOUN
asir-55897	36	37	in	in	ADP
asir-55897	36	38	linfen	linfen	PROPN
asir-55897	36	39	area	area	NOUN
asir-55897	36	40	is	be	AUX
asir-55897	36	41	geological	geological	ADJ
asir-55897	36	42	reasons	reason	NOUN
asir-55897	36	43	,	,	PUNCT
asir-55897	36	44	i.e.	i.e.	X
asir-55897	36	45	,	,	PUNCT
asir-55897	36	46	the	the	DET
asir-55897	36	47	formation	formation	NOUN
asir-55897	36	48	is	be	AUX
asir-55897	36	49	weak	weak	ADJ
asir-55897	36	50	in	in	ADP
asir-55897	36	51	pressure	pressure	NOUN
asir-55897	36	52	bearing	bearing	NOUN
asir-55897	36	53	,	,	PUNCT
asir-55897	36	54	bad	bad	ADJ
asir-55897	36	55	in	in	ADP
asir-55897	36	56	diagenesis	diagenesis	NOUN
asir-55897	36	57	,	,	PUNCT
asir-55897	36	58	serious	serious	ADJ
asir-55897	36	59	in	in	ADP
asir-55897	36	60	weathering	weathering	NOUN
asir-55897	36	61	,	,	PUNCT
asir-55897	36	62	and	and	CCONJ
asir-55897	36	63	unstable	unstable	ADJ
asir-55897	36	64	in	in	ADP
asir-55897	36	65	structure	structure	NOUN
asir-55897	36	66	,	,	PUNCT
asir-55897	36	67	and	and	CCONJ
asir-55897	36	68	also	also	ADV
asir-55897	36	69	the	the	DET
asir-55897	36	70	poor	poor	ADJ
asir-55897	36	71	performance	performance	NOUN
asir-55897	36	72	of	of	ADP
asir-55897	36	73	drilling	drilling	NOUN
asir-55897	36	74	fluids	fluid	NOUN
asir-55897	36	75	may	may	AUX
asir-55897	36	76	be	be	AUX
asir-55897	36	77	one	one	NUM
asir-55897	36	78	of	of	ADP
asir-55897	36	79	the	the	DET
asir-55897	36	80	direct	direct	ADJ
asir-55897	36	81	causes	cause	NOUN
asir-55897	36	82	of	of	ADP
asir-55897	36	83	well	well	ADJ
asir-55897	36	84	leakage	leakage	NOUN
asir-55897	36	85	.	.	PUNCT
asir-55897	37	1	zhang	zhang	PROPN
asir-55897	37	2	xuliang	xuliang	PROPN
asir-55897	37	3	et	et	PROPN
asir-55897	37	4	al	al	PROPN
asir-55897	37	5	.	.	PROPN
asir-55897	38	1	(	(	PUNCT
asir-55897	38	2	2023	2023	NUM
asir-55897	38	3	)	)	PUNCT
asir-55897	38	4	found	find	VERB
asir-55897	38	5	that	that	SCONJ
asir-55897	38	6	the	the	DET
asir-55897	38	7	agitation	agitation	NOUN
asir-55897	38	8	pressure	pressure	NOUN
asir-55897	38	9	during	during	ADP
asir-55897	38	10	drilling	drilling	NOUN
asir-55897	38	11	will	will	AUX
asir-55897	38	12	have	have	VERB
asir-55897	38	13	a	a	DET
asir-55897	38	14	greater	great	ADJ
asir-55897	38	15	impact	impact	NOUN
asir-55897	38	16	on	on	ADP
asir-55897	38	17	well	well	INTJ
asir-55897	38	18	leakage	leakage	NOUN
asir-55897	38	19	by	by	ADP
asir-55897	38	20	studying	study	VERB
asir-55897	38	21	the	the	DET
asir-55897	38	22	effect	effect	NOUN
asir-55897	38	23	of	of	ADP
asir-55897	38	24	agitation	agitation	NOUN
asir-55897	38	25	pressure	pressure	NOUN
asir-55897	38	26	on	on	ADP
asir-55897	38	27	leakage	leakage	NOUN
asir-55897	38	28	,	,	PUNCT
asir-55897	38	29	and	and	CCONJ
asir-55897	38	30	different	different	ADJ
asir-55897	38	31	types	type	NOUN
asir-55897	38	32	of	of	ADP
asir-55897	38	33	drilling	drilling	NOUN
asir-55897	38	34	tools	tool	NOUN
asir-55897	38	35	produce	produce	VERB
asir-55897	38	36	different	different	ADJ
asir-55897	38	37	agitation	agitation	NOUN
asir-55897	38	38	pressures	pressure	NOUN
asir-55897	38	39	,	,	PUNCT
asir-55897	38	40	resulting	result	VERB
asir-55897	38	41	in	in	ADP
asir-55897	38	42	different	different	ADJ
asir-55897	38	43	levels	level	NOUN
asir-55897	38	44	of	of	ADP
asir-55897	38	45	risk	risk	NOUN
asir-55897	38	46	,	,	PUNCT
asir-55897	38	47	shorter	short	ADJ
asir-55897	38	48	drill	drill	NOUN
asir-55897	38	49	columns	column	NOUN
asir-55897	38	50	falling	fall	VERB
asir-55897	38	51	into	into	ADP
asir-55897	38	52	the	the	DET
asir-55897	38	53	well	well	NOUN
asir-55897	38	54	produce	produce	VERB
asir-55897	38	55	smaller	small	ADJ
asir-55897	38	56	agitation	agitation	NOUN
asir-55897	38	57	pressures	pressure	NOUN
asir-55897	38	58	,	,	PUNCT
asir-55897	38	59	and	and	CCONJ
asir-55897	38	60	longer	long	ADV
asir-55897	38	61	drill	drill	VERB
asir-55897	38	62	columns	column	NOUN
asir-55897	38	63	falling	fall	VERB
asir-55897	38	64	into	into	ADP
asir-55897	38	65	the	the	DET
asir-55897	38	66	well	well	NOUN
asir-55897	38	67	will	will	AUX
asir-55897	38	68	produce	produce	VERB
asir-55897	38	69	larger	large	ADJ
asir-55897	38	70	agitation	agitation	NOUN
asir-55897	38	71	pressures	pressure	NOUN
asir-55897	38	72	.	.	PUNCT
asir-55897	39	1	based	base	VERB
asir-55897	39	2	on	on	ADP
asir-55897	39	3	this	this	PRON
asir-55897	39	4	,	,	PUNCT
asir-55897	39	5	li	li	PROPN
asir-55897	39	6	zhankui	zhankui	PROPN
asir-55897	39	7	et	et	PROPN
asir-55897	39	8	al	al	PROPN
asir-55897	39	9	.	.	PROPN
asir-55897	40	1	(	(	PUNCT
asir-55897	40	2	2024	2024	NUM
asir-55897	40	3	)	)	PUNCT
asir-55897	40	4	concluded	conclude	VERB
asir-55897	40	5	that	that	SCONJ
asir-55897	40	6	there	there	PRON
asir-55897	40	7	are	be	VERB
asir-55897	40	8	two	two	NUM
asir-55897	40	9	main	main	ADJ
asir-55897	40	10	categories	category	NOUN
asir-55897	40	11	of	of	ADP
asir-55897	40	12	causes	cause	NOUN
asir-55897	40	13	of	of	ADP
asir-55897	40	14	well	well	ADV
asir-55897	40	15	leakage	leakage	NOUN
asir-55897	40	16	:	:	PUNCT
asir-55897	40	17	geological	geological	ADJ
asir-55897	40	18	factors	factor	NOUN
asir-55897	40	19	and	and	CCONJ
asir-55897	40	20	drilling	drilling	NOUN
asir-55897	40	21	process	process	NOUN
asir-55897	40	22	factors	factor	NOUN
asir-55897	40	23	.	.	PUNCT
asir-55897	41	1	according	accord	VERB
asir-55897	41	2	to	to	ADP
asir-55897	41	3	the	the	DET
asir-55897	41	4	above	above	PROPN
asir-55897	41	5	literature	literature	NOUN
asir-55897	41	6	research	research	NOUN
asir-55897	41	7	,	,	PUNCT
asir-55897	41	8	the	the	DET
asir-55897	41	9	current	current	ADJ
asir-55897	41	10	understanding	understanding	NOUN
asir-55897	41	11	of	of	ADP
asir-55897	41	12	the	the	DET
asir-55897	41	13	causes	cause	NOUN
asir-55897	41	14	of	of	ADP
asir-55897	41	15	well	well	ADJ
asir-55897	41	16	leakage	leakage	NOUN
asir-55897	41	17	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	41	18	applied	apply	VERB
asir-55897	41	19	science	science	NOUN
asir-55897	41	20	and	and	CCONJ
asir-55897	41	21	innovative	innovative	ADJ
asir-55897	41	22	research	research	NOUN
asir-55897	41	23	vol	vol	NOUN
asir-55897	41	24	.	.	PUNCT
asir-55897	42	1	9	9	NUM
asir-55897	42	2	,	,	PUNCT
asir-55897	42	3	no	no	INTJ
asir-55897	42	4	.	.	NOUN
asir-55897	42	5	2	2	NUM
asir-55897	42	6	,	,	PUNCT
asir-55897	42	7	2025	2025	NUM
asir-55897	42	8	4	4	NUM
asir-55897	42	9	published	publish	VERB
asir-55897	42	10	by	by	ADP
asir-55897	42	11	scholink	scholink	PROPN
asir-55897	42	12	inc	inc	PROPN
asir-55897	42	13	.	.	PROPN
asir-55897	42	14	mainly	mainly	ADV
asir-55897	42	15	focuses	focus	VERB
asir-55897	42	16	on	on	ADP
asir-55897	42	17	the	the	DET
asir-55897	42	18	two	two	NUM
asir-55897	42	19	categories	category	NOUN
asir-55897	42	20	of	of	ADP
asir-55897	42	21	geological	geological	ADJ
asir-55897	42	22	factors	factor	NOUN
asir-55897	42	23	and	and	CCONJ
asir-55897	42	24	drilling	drilling	NOUN
asir-55897	42	25	process	process	NOUN
asir-55897	42	26	.	.	PUNCT
asir-55897	43	1	geological	geological	ADJ
asir-55897	43	2	factors	factor	NOUN
asir-55897	43	3	mainly	mainly	ADV
asir-55897	43	4	lie	lie	VERB
asir-55897	43	5	in	in	ADP
asir-55897	43	6	the	the	DET
asir-55897	43	7	following	follow	VERB
asir-55897	43	8	three	three	NUM
asir-55897	43	9	aspects	aspect	NOUN
asir-55897	43	10	.	.	PUNCT
asir-55897	44	1	1	1	X
asir-55897	44	2	.	.	X
asir-55897	44	3	fracture	fracture	NOUN
asir-55897	44	4	and	and	CCONJ
asir-55897	44	5	cavern	cavern	ADJ
asir-55897	44	6	development	development	NOUN
asir-55897	44	7	in	in	ADP
asir-55897	44	8	the	the	DET
asir-55897	44	9	formation	formation	NOUN
asir-55897	45	1	,	,	PUNCT
asir-55897	45	2	the	the	DET
asir-55897	45	3	natural	natural	ADJ
asir-55897	45	4	fracture	fracture	NOUN
asir-55897	45	5	and	and	CCONJ
asir-55897	45	6	cavern	cavern	NOUN
asir-55897	45	7	development	development	NOUN
asir-55897	45	8	provides	provide	VERB
asir-55897	45	9	a	a	DET
asir-55897	45	10	fast	fast	ADJ
asir-55897	45	11	leakage	leakage	NOUN
asir-55897	45	12	channel	channel	NOUN
asir-55897	45	13	for	for	SCONJ
asir-55897	45	14	the	the	DET
asir-55897	45	15	working	work	VERB
asir-55897	45	16	fluid	fluid	NOUN
asir-55897	45	17	to	to	PART
asir-55897	45	18	leak	leak	VERB
asir-55897	45	19	out	out	ADP
asir-55897	45	20	during	during	ADP
asir-55897	45	21	the	the	DET
asir-55897	45	22	drilling	drilling	NOUN
asir-55897	45	23	process	process	NOUN
asir-55897	45	24	.	.	PUNCT
asir-55897	46	1	2	2	X
asir-55897	46	2	.	.	X
asir-55897	46	3	complicated	complicated	ADJ
asir-55897	46	4	formation	formation	NOUN
asir-55897	46	5	lithology	lithology	NOUN
asir-55897	46	6	,	,	PUNCT
asir-55897	46	7	in	in	ADP
asir-55897	46	8	the	the	DET
asir-55897	46	9	formation	formation	NOUN
asir-55897	46	10	with	with	ADP
asir-55897	46	11	high	high	ADJ
asir-55897	46	12	porosity	porosity	NOUN
asir-55897	46	13	and	and	CCONJ
asir-55897	46	14	high	high	ADJ
asir-55897	46	15	permeability	permeability	NOUN
asir-55897	46	16	such	such	ADJ
asir-55897	46	17	as	as	ADP
asir-55897	46	18	sandstone	sandstone	NOUN
asir-55897	46	19	,	,	PUNCT
asir-55897	46	20	conglomerate	conglomerate	NOUN
asir-55897	46	21	,	,	PUNCT
asir-55897	46	22	or	or	CCONJ
asir-55897	46	23	unconsolidated	unconsolidated	ADJ
asir-55897	46	24	loose	loose	ADJ
asir-55897	46	25	formation	formation	NOUN
asir-55897	46	26	,	,	PUNCT
asir-55897	46	27	the	the	DET
asir-55897	46	28	drilling	drilling	NOUN
asir-55897	46	29	fluid	fluid	NOUN
asir-55897	46	30	will	will	AUX
asir-55897	46	31	slowly	slowly	ADV
asir-55897	46	32	penetrate	penetrate	VERB
asir-55897	46	33	into	into	ADP
asir-55897	46	34	the	the	DET
asir-55897	46	35	pore	pore	ADJ
asir-55897	46	36	space	space	NOUN
asir-55897	46	37	under	under	ADP
asir-55897	46	38	the	the	DET
asir-55897	46	39	effect	effect	NOUN
asir-55897	46	40	of	of	ADP
asir-55897	46	41	differential	differential	ADJ
asir-55897	46	42	pressure	pressure	NOUN
asir-55897	46	43	,	,	PUNCT
asir-55897	46	44	thus	thus	ADV
asir-55897	46	45	generating	generate	VERB
asir-55897	46	46	well	well	ADJ
asir-55897	46	47	leakage	leakage	NOUN
asir-55897	46	48	.	.	PUNCT
asir-55897	47	1	in	in	ADP
asir-55897	47	2	addition	addition	NOUN
asir-55897	47	3	,	,	PUNCT
asir-55897	47	4	reservoirs	reservoir	NOUN
asir-55897	47	5	with	with	ADP
asir-55897	47	6	lithology	lithology	NOUN
asir-55897	47	7	such	such	ADJ
asir-55897	47	8	as	as	ADP
asir-55897	47	9	carbonate	carbonate	NOUN
asir-55897	47	10	rock	rock	NOUN
asir-55897	47	11	and	and	CCONJ
asir-55897	47	12	granite	granite	NOUN
asir-55897	47	13	,	,	PUNCT
asir-55897	47	14	whose	whose	DET
asir-55897	47	15	internal	internal	ADJ
asir-55897	47	16	cavities	cavity	NOUN
asir-55897	47	17	and	and	CCONJ
asir-55897	47	18	cracks	crack	NOUN
asir-55897	47	19	are	be	AUX
asir-55897	47	20	often	often	ADV
asir-55897	47	21	developed	develop	VERB
asir-55897	47	22	,	,	PUNCT
asir-55897	47	23	are	be	AUX
asir-55897	47	24	prone	prone	ADJ
asir-55897	47	25	to	to	ADP
asir-55897	47	26	drilling	drill	VERB
asir-55897	47	27	fluid	fluid	ADJ
asir-55897	47	28	leakage	leakage	NOUN
asir-55897	47	29	.	.	PUNCT
asir-55897	48	1	3	3	X
asir-55897	48	2	.	.	X
asir-55897	48	3	abnormal	abnormal	ADJ
asir-55897	48	4	formation	formation	NOUN
asir-55897	48	5	pressure	pressure	NOUN
asir-55897	48	6	,	,	PUNCT
asir-55897	48	7	the	the	DET
asir-55897	48	8	existence	existence	NOUN
asir-55897	48	9	of	of	ADP
asir-55897	48	10	multiple	multiple	ADJ
asir-55897	48	11	pressure	pressure	NOUN
asir-55897	48	12	systems	system	NOUN
asir-55897	48	13	in	in	ADP
asir-55897	48	14	the	the	DET
asir-55897	48	15	same	same	ADJ
asir-55897	48	16	well	well	NOUN
asir-55897	48	17	section	section	NOUN
asir-55897	48	18	,	,	PUNCT
asir-55897	48	19	and	and	CCONJ
asir-55897	48	20	the	the	DET
asir-55897	48	21	difficulty	difficulty	NOUN
asir-55897	48	22	of	of	ADP
asir-55897	48	23	taking	take	VERB
asir-55897	48	24	the	the	DET
asir-55897	48	25	density	density	NOUN
asir-55897	48	26	of	of	ADP
asir-55897	48	27	drilling	drilling	NOUN
asir-55897	48	28	fluid	fluid	NOUN
asir-55897	48	29	into	into	ADP
asir-55897	48	30	account	account	NOUN
asir-55897	48	31	,	,	PUNCT
asir-55897	48	32	lead	lead	VERB
asir-55897	48	33	to	to	ADP
asir-55897	48	34	the	the	DET
asir-55897	48	35	leakage	leakage	NOUN
asir-55897	48	36	of	of	ADP
asir-55897	48	37	low	low	ADJ
asir-55897	48	38	-	-	PUNCT
asir-55897	48	39	pressure	pressure	NOUN
asir-55897	48	40	formations	formation	NOUN
asir-55897	48	41	.	.	PUNCT
asir-55897	49	1	the	the	DET
asir-55897	49	2	drilling	drilling	NOUN
asir-55897	49	3	process	process	NOUN
asir-55897	49	4	leading	lead	VERB
asir-55897	49	5	to	to	ADP
asir-55897	49	6	well	well	ADJ
asir-55897	49	7	leakage	leakage	NOUN
asir-55897	49	8	accidents	accident	NOUN
asir-55897	49	9	mainly	mainly	ADV
asir-55897	49	10	includes	include	VERB
asir-55897	49	11	improper	improper	ADJ
asir-55897	49	12	design	design	NOUN
asir-55897	49	13	of	of	ADP
asir-55897	49	14	drilling	drilling	NOUN
asir-55897	49	15	parameters	parameter	NOUN
asir-55897	49	16	,	,	PUNCT
asir-55897	49	17	poor	poor	ADJ
asir-55897	49	18	performance	performance	NOUN
asir-55897	49	19	of	of	ADP
asir-55897	49	20	drilling	drilling	NOUN
asir-55897	49	21	fluid	fluid	NOUN
asir-55897	49	22	and	and	CCONJ
asir-55897	49	23	well	well	ADV
asir-55897	49	24	leakage	leakage	NOUN
asir-55897	49	25	caused	cause	VERB
asir-55897	49	26	by	by	ADP
asir-55897	49	27	other	other	ADJ
asir-55897	49	28	special	special	ADJ
asir-55897	49	29	processes	process	NOUN
asir-55897	49	30	.	.	PUNCT
asir-55897	50	1	1	1	X
asir-55897	50	2	.	.	X
asir-55897	50	3	the	the	DET
asir-55897	50	4	influence	influence	NOUN
asir-55897	50	5	of	of	ADP
asir-55897	50	6	drilling	drilling	NOUN
asir-55897	50	7	parameter	parameter	NOUN
asir-55897	50	8	design	design	NOUN
asir-55897	50	9	,	,	PUNCT
asir-55897	50	10	when	when	SCONJ
asir-55897	50	11	the	the	DET
asir-55897	50	12	drilling	drilling	NOUN
asir-55897	50	13	speed	speed	NOUN
asir-55897	50	14	or	or	CCONJ
asir-55897	50	15	rotational	rotational	ADJ
asir-55897	50	16	speed	speed	NOUN
asir-55897	50	17	is	be	AUX
asir-55897	50	18	too	too	ADV
asir-55897	50	19	high	high	ADJ
asir-55897	50	20	,	,	PUNCT
asir-55897	50	21	it	it	PRON
asir-55897	50	22	will	will	AUX
asir-55897	50	23	aggravate	aggravate	VERB
asir-55897	50	24	the	the	DET
asir-55897	50	25	perturbation	perturbation	NOUN
asir-55897	50	26	of	of	ADP
asir-55897	50	27	drilling	drilling	NOUN
asir-55897	50	28	tools	tool	NOUN
asir-55897	50	29	and	and	CCONJ
asir-55897	50	30	thus	thus	ADV
asir-55897	50	31	cause	cause	VERB
asir-55897	50	32	the	the	DET
asir-55897	50	33	expansion	expansion	NOUN
asir-55897	50	34	of	of	ADP
asir-55897	50	35	cracks	crack	NOUN
asir-55897	50	36	in	in	ADP
asir-55897	50	37	the	the	DET
asir-55897	50	38	wall	wall	NOUN
asir-55897	50	39	of	of	ADP
asir-55897	50	40	the	the	DET
asir-55897	50	41	well	well	NOUN
asir-55897	50	42	,	,	PUNCT
asir-55897	50	43	and	and	CCONJ
asir-55897	50	44	the	the	DET
asir-55897	50	45	irrational	irrational	ADJ
asir-55897	50	46	design	design	NOUN
asir-55897	50	47	of	of	ADP
asir-55897	50	48	the	the	DET
asir-55897	50	49	structure	structure	NOUN
asir-55897	50	50	of	of	ADP
asir-55897	50	51	the	the	DET
asir-55897	50	52	well	well	ADJ
asir-55897	50	53	body	body	NOUN
asir-55897	50	54	will	will	AUX
asir-55897	50	55	lead	lead	VERB
asir-55897	50	56	to	to	ADP
asir-55897	50	57	the	the	DET
asir-55897	50	58	difficulty	difficulty	NOUN
asir-55897	50	59	in	in	ADP
asir-55897	50	60	controlling	control	VERB
asir-55897	50	61	the	the	DET
asir-55897	50	62	density	density	NOUN
asir-55897	50	63	of	of	ADP
asir-55897	50	64	drilling	drilling	NOUN
asir-55897	50	65	fluid	fluid	NOUN
asir-55897	50	66	.	.	PUNCT
asir-55897	51	1	2	2	X
asir-55897	51	2	.	.	X
asir-55897	51	3	the	the	DET
asir-55897	51	4	influence	influence	NOUN
asir-55897	51	5	of	of	ADP
asir-55897	51	6	the	the	DET
asir-55897	51	7	performance	performance	NOUN
asir-55897	51	8	of	of	ADP
asir-55897	51	9	the	the	DET
asir-55897	51	10	drilling	drilling	NOUN
asir-55897	51	11	fluid	fluid	NOUN
asir-55897	51	12	,	,	PUNCT
asir-55897	51	13	when	when	SCONJ
asir-55897	51	14	the	the	DET
asir-55897	51	15	drilling	drilling	NOUN
asir-55897	51	16	fluid	fluid	NOUN
asir-55897	51	17	density	density	NOUN
asir-55897	51	18	is	be	AUX
asir-55897	51	19	too	too	ADV
asir-55897	51	20	high	high	ADJ
asir-55897	51	21	,	,	PUNCT
asir-55897	51	22	the	the	DET
asir-55897	51	23	column	column	NOUN
asir-55897	51	24	pressure	pressure	NOUN
asir-55897	51	25	will	will	AUX
asir-55897	51	26	be	be	AUX
asir-55897	51	27	too	too	ADV
asir-55897	51	28	high	high	ADJ
asir-55897	51	29	,	,	PUNCT
asir-55897	51	30	which	which	PRON
asir-55897	51	31	will	will	AUX
asir-55897	51	32	lead	lead	VERB
asir-55897	51	33	to	to	ADP
asir-55897	51	34	the	the	DET
asir-55897	51	35	development	development	NOUN
asir-55897	51	36	of	of	ADP
asir-55897	51	37	low	low	ADJ
asir-55897	51	38	-	-	PUNCT
asir-55897	51	39	pressure	pressure	NOUN
asir-55897	51	40	layer	layer	NOUN
asir-55897	51	41	leakage	leakage	NOUN
asir-55897	51	42	.	.	PUNCT
asir-55897	52	1	3	3	X
asir-55897	52	2	.	.	X
asir-55897	52	3	when	when	SCONJ
asir-55897	52	4	the	the	DET
asir-55897	52	5	drilling	drilling	NOUN
asir-55897	52	6	fluid	fluid	NOUN
asir-55897	52	7	density	density	NOUN
asir-55897	52	8	is	be	AUX
asir-55897	52	9	too	too	ADV
asir-55897	52	10	high	high	ADJ
asir-55897	52	11	,	,	PUNCT
asir-55897	52	12	the	the	DET
asir-55897	52	13	column	column	NOUN
asir-55897	52	14	pressure	pressure	NOUN
asir-55897	52	15	will	will	AUX
asir-55897	52	16	exceed	exceed	VERB
asir-55897	52	17	the	the	DET
asir-55897	52	18	fracture	fracture	ADJ
asir-55897	52	19	pressure	pressure	NOUN
asir-55897	52	20	of	of	ADP
asir-55897	52	21	the	the	DET
asir-55897	52	22	formation	formation	NOUN
asir-55897	52	23	or	or	CCONJ
asir-55897	52	24	the	the	DET
asir-55897	52	25	pressure	pressure	NOUN
asir-55897	52	26	-	-	PUNCT
asir-55897	52	27	bearing	bear	VERB
asir-55897	52	28	capacity	capacity	NOUN
asir-55897	52	29	of	of	ADP
asir-55897	52	30	natural	natural	ADJ
asir-55897	52	31	fractures	fracture	NOUN
asir-55897	52	32	/	/	SYM
asir-55897	52	33	pores	pore	NOUN
asir-55897	52	34	,	,	PUNCT
asir-55897	52	35	fracturing	fracture	VERB
asir-55897	52	36	the	the	DET
asir-55897	52	37	formation	formation	NOUN
asir-55897	52	38	or	or	CCONJ
asir-55897	52	39	aggravating	aggravate	VERB
asir-55897	52	40	the	the	DET
asir-55897	52	41	opening	opening	NOUN
asir-55897	52	42	of	of	ADP
asir-55897	52	43	leakage	leakage	NOUN
asir-55897	52	44	channels	channel	NOUN
asir-55897	52	45	.	.	PUNCT
asir-55897	53	1	when	when	SCONJ
asir-55897	53	2	the	the	DET
asir-55897	53	3	density	density	NOUN
asir-55897	53	4	is	be	AUX
asir-55897	53	5	too	too	ADV
asir-55897	53	6	low	low	ADJ
asir-55897	53	7	,	,	PUNCT
asir-55897	53	8	it	it	PRON
asir-55897	53	9	may	may	AUX
asir-55897	53	10	cause	cause	VERB
asir-55897	53	11	the	the	DET
asir-55897	53	12	well	well	ADJ
asir-55897	53	13	wall	wall	NOUN
asir-55897	53	14	to	to	PART
asir-55897	53	15	collapse	collapse	VERB
asir-55897	53	16	,	,	PUNCT
asir-55897	53	17	forming	form	VERB
asir-55897	53	18	new	new	ADJ
asir-55897	53	19	fractures	fracture	NOUN
asir-55897	53	20	or	or	CCONJ
asir-55897	53	21	enlarging	enlarge	VERB
asir-55897	53	22	existing	exist	VERB
asir-55897	53	23	ones	one	NOUN
asir-55897	53	24	,	,	PUNCT
asir-55897	53	25	indirectly	indirectly	ADV
asir-55897	53	26	inducing	induce	VERB
asir-55897	53	27	leakage	leakage	NOUN
asir-55897	53	28	.	.	PUNCT
asir-55897	54	1	4	4	X
asir-55897	54	2	.	.	X
asir-55897	54	3	the	the	DET
asir-55897	54	4	influence	influence	NOUN
asir-55897	54	5	of	of	ADP
asir-55897	54	6	other	other	ADJ
asir-55897	54	7	special	special	ADJ
asir-55897	54	8	processes	process	NOUN
asir-55897	54	9	,	,	PUNCT
asir-55897	54	10	such	such	ADJ
asir-55897	54	11	as	as	ADP
asir-55897	54	12	underbalanced	underbalanced	ADJ
asir-55897	54	13	drilling	drilling	NOUN
asir-55897	54	14	,	,	PUNCT
asir-55897	54	15	cementing	cementing	NOUN
asir-55897	54	16	,	,	PUNCT
asir-55897	54	17	and	and	CCONJ
asir-55897	54	18	well	well	ADV
asir-55897	54	19	workover	workover	PROPN
asir-55897	54	20	operations	operation	NOUN
asir-55897	54	21	,	,	PUNCT
asir-55897	54	22	etc	etc	X
asir-55897	54	23	.	.	X
asir-55897	54	24	,	,	PUNCT
asir-55897	54	25	all	all	PRON
asir-55897	54	26	have	have	VERB
asir-55897	54	27	the	the	DET
asir-55897	54	28	risk	risk	NOUN
asir-55897	54	29	of	of	ADP
asir-55897	54	30	leading	lead	VERB
asir-55897	54	31	to	to	ADP
asir-55897	54	32	well	well	ADJ
asir-55897	54	33	leakage	leakage	NOUN
asir-55897	54	34	.	.	PUNCT
asir-55897	55	1	4	4	X
asir-55897	55	2	.	.	NUM
asir-55897	55	3	conventional	conventional	ADJ
asir-55897	55	4	well	well	INTJ
asir-55897	55	5	leakage	leakage	NOUN
asir-55897	55	6	monitoring	monitoring	NOUN
asir-55897	55	7	techniques	technique	NOUN
asir-55897	55	8	usually	usually	ADV
asir-55897	55	9	,	,	PUNCT
asir-55897	55	10	scholars	scholar	NOUN
asir-55897	55	11	at	at	ADP
asir-55897	55	12	home	home	ADV
asir-55897	55	13	and	and	CCONJ
asir-55897	55	14	abroad	abroad	ADV
asir-55897	55	15	mainly	mainly	ADV
asir-55897	55	16	establish	establish	VERB
asir-55897	55	17	corresponding	corresponding	ADJ
asir-55897	55	18	pressure	pressure	NOUN
asir-55897	55	19	prediction	prediction	NOUN
asir-55897	55	20	models	model	NOUN
asir-55897	55	21	based	base	VERB
asir-55897	55	22	on	on	ADP
asir-55897	55	23	conventional	conventional	ADJ
asir-55897	55	24	physical	physical	ADJ
asir-55897	55	25	laws	law	NOUN
asir-55897	55	26	through	through	ADP
asir-55897	55	27	the	the	DET
asir-55897	55	28	principle	principle	NOUN
asir-55897	55	29	of	of	ADP
asir-55897	55	30	leakage	leakage	NOUN
asir-55897	55	31	and	and	CCONJ
asir-55897	55	32	its	its	PRON
asir-55897	55	33	influencing	influence	VERB
asir-55897	55	34	factors	factor	NOUN
asir-55897	55	35	to	to	PART
asir-55897	55	36	achieve	achieve	VERB
asir-55897	55	37	the	the	DET
asir-55897	55	38	identification	identification	NOUN
asir-55897	55	39	and	and	CCONJ
asir-55897	55	40	monitoring	monitoring	NOUN
asir-55897	55	41	of	of	ADP
asir-55897	55	42	well	well	ADJ
asir-55897	55	43	leakage	leakage	NOUN
asir-55897	55	44	.	.	PUNCT
asir-55897	56	1	in	in	ADP
asir-55897	56	2	this	this	DET
asir-55897	56	3	regard	regard	NOUN
asir-55897	56	4	,	,	PUNCT
asir-55897	56	5	china	china	PROPN
asir-55897	56	6	has	have	VERB
asir-55897	56	7	a	a	DET
asir-55897	56	8	late	late	ADJ
asir-55897	56	9	start	start	NOUN
asir-55897	56	10	in	in	ADP
asir-55897	56	11	well	well	ADV
asir-55897	56	12	leakage	leakage	NOUN
asir-55897	56	13	monitoring	monitoring	NOUN
asir-55897	56	14	technology	technology	NOUN
asir-55897	56	15	.	.	PUNCT
asir-55897	57	1	1996	1996	NUM
asir-55897	57	2	,	,	PUNCT
asir-55897	57	3	lietad	lietad	PROPN
asir-55897	57	4	et	et	PROPN
asir-55897	57	5	al	al	PROPN
asir-55897	57	6	.	.	PROPN
asir-55897	57	7	established	establish	VERB
asir-55897	57	8	a	a	DET
asir-55897	57	9	computational	computational	ADJ
asir-55897	57	10	model	model	NOUN
asir-55897	57	11	for	for	ADP
asir-55897	57	12	the	the	DET
asir-55897	57	13	radial	radial	ADJ
asir-55897	57	14	leakage	leakage	NOUN
asir-55897	57	15	of	of	ADP
asir-55897	57	16	bingham	bingham	PROPN
asir-55897	57	17	fluid	fluid	NOUN
asir-55897	57	18	in	in	ADP
asir-55897	57	19	an	an	DET
asir-55897	57	20	infinitely	infinitely	ADV
asir-55897	57	21	long	long	ADJ
asir-55897	57	22	fracture	fracture	NOUN
asir-55897	57	23	based	base	VERB
asir-55897	57	24	on	on	ADP
asir-55897	57	25	the	the	DET
asir-55897	57	26	theorem	theorem	NOUN
asir-55897	57	27	of	of	ADP
asir-55897	57	28	momentum	momentum	NOUN
asir-55897	57	29	conservation	conservation	NOUN
asir-55897	57	30	and	and	CCONJ
asir-55897	57	31	the	the	DET
asir-55897	57	32	pressure	pressure	NOUN
asir-55897	57	33	drop	drop	NOUN
asir-55897	57	34	generated	generate	VERB
asir-55897	57	35	by	by	ADP
asir-55897	57	36	the	the	DET
asir-55897	57	37	flow	flow	NOUN
asir-55897	57	38	of	of	ADP
asir-55897	57	39	drilling	drilling	NOUN
asir-55897	57	40	fluid	fluid	NOUN
asir-55897	57	41	in	in	ADP
asir-55897	57	42	the	the	DET
asir-55897	57	43	fracture	fracture	NOUN
asir-55897	57	44	.	.	PUNCT
asir-55897	58	1	safillippo	safillippo	PROPN
asir-55897	58	2	et	et	PROPN
asir-55897	58	3	al	al	PROPN
asir-55897	58	4	.	.	PROPN
asir-55897	59	1	(	(	PUNCT
asir-55897	59	2	1997	1997	NUM
asir-55897	59	3	)	)	PUNCT
asir-55897	59	4	established	establish	VERB
asir-55897	59	5	a	a	DET
asir-55897	59	6	radial	radial	ADJ
asir-55897	59	7	leakage	leakage	NOUN
asir-55897	59	8	model	model	NOUN
asir-55897	59	9	for	for	ADP
asir-55897	59	10	the	the	DET
asir-55897	59	11	drilling	drilling	NOUN
asir-55897	59	12	fluid	fluid	NOUN
asir-55897	59	13	in	in	ADP
asir-55897	59	14	a	a	DET
asir-55897	59	15	fracture	fracture	NOUN
asir-55897	59	16	of	of	ADP
asir-55897	59	17	infinite	infinite	ADJ
asir-55897	59	18	length	length	NOUN
asir-55897	59	19	assuming	assume	VERB
asir-55897	59	20	that	that	SCONJ
asir-55897	59	21	an	an	DET
asir-55897	59	22	infinitely	infinitely	ADV
asir-55897	59	23	long	long	ADJ
asir-55897	59	24	fracture	fracture	NOUN
asir-55897	59	25	and	and	CCONJ
asir-55897	59	26	only	only	ADV
asir-55897	59	27	one	one	NUM
asir-55897	59	28	of	of	ADP
asir-55897	59	29	them	they	PRON
asir-55897	59	30	are	be	AUX
asir-55897	59	31	intersected	intersect	VERB
asir-55897	59	32	with	with	ADP
asir-55897	59	33	the	the	DET
asir-55897	59	34	wellbore	wellbore	NOUN
asir-55897	59	35	,	,	PUNCT
asir-55897	59	36	and	and	CCONJ
asir-55897	59	37	that	that	SCONJ
asir-55897	59	38	a	a	DET
asir-55897	59	39	laminar	laminar	ADJ
asir-55897	59	40	movement	movement	NOUN
asir-55897	59	41	of	of	ADP
asir-55897	59	42	a	a	DET
asir-55897	59	43	newtonian	newtonian	ADJ
asir-55897	59	44	type	type	NOUN
asir-55897	59	45	of	of	ADP
asir-55897	59	46	fluid	fluid	NOUN
asir-55897	59	47	was	be	AUX
asir-55897	59	48	established	establish	VERB
asir-55897	59	49	.	.	PUNCT
asir-55897	60	1	a	a	DET
asir-55897	60	2	model	model	NOUN
asir-55897	60	3	for	for	ADP
asir-55897	60	4	radial	radial	ADJ
asir-55897	60	5	leakage	leakage	NOUN
asir-55897	60	6	of	of	ADP
asir-55897	60	7	drilling	drilling	NOUN
asir-55897	60	8	fluid	fluid	NOUN
asir-55897	60	9	was	be	AUX
asir-55897	60	10	developed	develop	VERB
asir-55897	60	11	.	.	PUNCT
asir-55897	61	1	on	on	ADP
asir-55897	61	2	this	this	DET
asir-55897	61	3	basis	basis	NOUN
asir-55897	61	4	,	,	PUNCT
asir-55897	61	5	maglione	maglione	NOUN
asir-55897	61	6	et	et	PROPN
asir-55897	61	7	al	al	PROPN
asir-55897	61	8	.	.	PROPN
asir-55897	62	1	(	(	PUNCT
asir-55897	62	2	1997	1997	NUM
asir-55897	62	3	)	)	PUNCT
asir-55897	62	4	established	establish	VERB
asir-55897	62	5	a	a	DET
asir-55897	62	6	drilling	drilling	NOUN
asir-55897	62	7	fluid	fluid	ADJ
asir-55897	62	8	leakage	leakage	NOUN
asir-55897	62	9	model	model	NOUN
asir-55897	62	10	for	for	ADP
asir-55897	62	11	the	the	DET
asir-55897	62	12	bingham	bingham	PROPN
asir-55897	62	13	flow	flow	NOUN
asir-55897	62	14	pattern	pattern	NOUN
asir-55897	62	15	,	,	PUNCT
asir-55897	62	16	taking	take	VERB
asir-55897	62	17	into	into	ADP
asir-55897	62	18	account	account	NOUN
asir-55897	62	19	the	the	DET
asir-55897	62	20	effects	effect	NOUN
asir-55897	62	21	of	of	ADP
asir-55897	62	22	fracture	fracture	NOUN
asir-55897	62	23	width	width	NOUN
asir-55897	62	24	,	,	PUNCT
asir-55897	62	25	total	total	ADJ
asir-55897	62	26	leakage	leakage	NOUN
asir-55897	62	27	,	,	PUNCT
asir-55897	62	28	drilling	drill	VERB
asir-55897	62	29	fluid	fluid	ADJ
asir-55897	62	30	viscosity	viscosity	NOUN
asir-55897	62	31	,	,	PUNCT
asir-55897	62	32	wellbore	wellbore	NOUN
asir-55897	62	33	diameter	diameter	NOUN
asir-55897	62	34	,	,	PUNCT
asir-55897	62	35	and	and	CCONJ
asir-55897	62	36	pressure	pressure	NOUN
asir-55897	62	37	difference	difference	NOUN
asir-55897	62	38	between	between	ADP
asir-55897	62	39	the	the	DET
asir-55897	62	40	wellbore	wellbore	NOUN
asir-55897	62	41	and	and	CCONJ
asir-55897	62	42	the	the	DET
asir-55897	62	43	formation	formation	NOUN
asir-55897	62	44	,	,	PUNCT
asir-55897	62	45	etc	etc	X
asir-55897	62	46	.	.	X
asir-55897	62	47	in	in	ADP
asir-55897	62	48	2004	2004	NUM
asir-55897	62	49	,	,	PUNCT
asir-55897	62	50	lavrov	lavrov	VERB
asir-55897	62	51	et	et	PROPN
asir-55897	62	52	al	al	PROPN
asir-55897	62	53	.	.	PROPN
asir-55897	62	54	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-55897	62	55	applied	apply	VERB
asir-55897	62	56	science	science	NOUN
asir-55897	62	57	and	and	CCONJ
asir-55897	62	58	innovative	innovative	ADJ
asir-55897	62	59	research	research	NOUN
asir-55897	62	60	vol	vol	NOUN
asir-55897	62	61	.	.	PUNCT
asir-55897	63	1	9	9	NUM
asir-55897	63	2	,	,	PUNCT
asir-55897	63	3	no	no	INTJ
asir-55897	63	4	.	.	NOUN
asir-55897	63	5	2	2	NUM
asir-55897	63	6	,	,	PUNCT
asir-55897	63	7	2025	2025	NUM
asir-55897	63	8	5	5	NUM
asir-55897	63	9	published	publish	VERB
asir-55897	63	10	by	by	ADP
asir-55897	63	11	scholink	scholink	PROPN
asir-55897	63	12	inc	inc	PROPN
asir-55897	63	13	.	.	PROPN
asir-55897	63	14	(	(	PUNCT
asir-55897	63	15	2004	2004	NUM
asir-55897	63	16	)	)	PUNCT
asir-55897	64	1	focused	focus	VERB
asir-55897	64	2	on	on	ADP
asir-55897	64	3	the	the	DET
asir-55897	64	4	effect	effect	NOUN
asir-55897	64	5	of	of	ADP
asir-55897	64	6	fracture	fracture	PROPN
asir-55897	64	7	width	width	NOUN
asir-55897	64	8	,	,	PUNCT
asir-55897	64	9	assuming	assume	VERB
asir-55897	64	10	that	that	SCONJ
asir-55897	64	11	a	a	DET
asir-55897	64	12	finite	finite	ADJ
asir-55897	64	13	-	-	PUNCT
asir-55897	64	14	length	length	NOUN
asir-55897	64	15	fracture	fracture	NOUN
asir-55897	64	16	,	,	PUNCT
asir-55897	64	17	with	with	ADP
asir-55897	64	18	the	the	DET
asir-55897	64	19	change	change	NOUN
asir-55897	64	20	of	of	ADP
asir-55897	64	21	the	the	DET
asir-55897	64	22	fracture	fracture	NOUN
asir-55897	64	23	width	width	NOUN
asir-55897	64	24	to	to	PART
asir-55897	64	25	meet	meet	VERB
asir-55897	64	26	the	the	DET
asir-55897	64	27	linear	linear	ADJ
asir-55897	64	28	law	law	NOUN
asir-55897	64	29	in	in	ADP
asir-55897	64	30	2004	2004	NUM
asir-55897	64	31	,	,	PUNCT
asir-55897	64	32	lavrov	lavrov	VERB
asir-55897	64	33	et	et	PROPN
asir-55897	64	34	al	al	PROPN
asir-55897	64	35	.	.	PROPN
asir-55897	64	36	focused	focus	VERB
asir-55897	64	37	on	on	ADP
asir-55897	64	38	the	the	DET
asir-55897	64	39	influence	influence	NOUN
asir-55897	64	40	of	of	ADP
asir-55897	64	41	fracture	fracture	NOUN
asir-55897	64	42	width	width	NOUN
asir-55897	64	43	and	and	CCONJ
asir-55897	64	44	assumed	assume	VERB
asir-55897	64	45	that	that	SCONJ
asir-55897	64	46	the	the	DET
asir-55897	64	47	fracture	fracture	NOUN
asir-55897	64	48	of	of	ADP
asir-55897	64	49	finite	finite	ADJ
asir-55897	64	50	length	length	NOUN
asir-55897	64	51	and	and	CCONJ
asir-55897	64	52	the	the	DET
asir-55897	64	53	change	change	NOUN
asir-55897	64	54	of	of	ADP
asir-55897	64	55	fracture	fracture	NOUN
asir-55897	64	56	width	width	NOUN
asir-55897	64	57	with	with	ADP
asir-55897	64	58	the	the	DET
asir-55897	64	59	change	change	NOUN
asir-55897	64	60	of	of	ADP
asir-55897	64	61	fracture	fracture	NOUN
asir-55897	64	62	width	width	NOUN
asir-55897	64	63	satisfied	satisfy	VERB
asir-55897	64	64	the	the	DET
asir-55897	64	65	linear	linear	ADJ
asir-55897	64	66	law	law	NOUN
asir-55897	64	67	,	,	PUNCT
asir-55897	64	68	and	and	CCONJ
asir-55897	64	69	the	the	DET
asir-55897	64	70	flow	flow	NOUN
asir-55897	64	71	pattern	pattern	NOUN
asir-55897	64	72	of	of	ADP
asir-55897	64	73	drilling	drilling	NOUN
asir-55897	64	74	fluid	fluid	NOUN
asir-55897	64	75	was	be	AUX
asir-55897	64	76	a	a	DET
asir-55897	64	77	power	power	NOUN
asir-55897	64	78	law	law	NOUN
asir-55897	64	79	pattern	pattern	NOUN
asir-55897	64	80	,	,	PUNCT
asir-55897	64	81	so	so	SCONJ
asir-55897	64	82	they	they	PRON
asir-55897	64	83	established	establish	VERB
asir-55897	64	84	the	the	DET
asir-55897	64	85	radial	radial	ADJ
asir-55897	64	86	leakage	leakage	NOUN
asir-55897	64	87	model	model	NOUN
asir-55897	64	88	of	of	ADP
asir-55897	64	89	single	single	ADJ
asir-55897	64	90	fracture	fracture	NOUN
asir-55897	64	91	considering	consider	VERB
asir-55897	64	92	the	the	DET
asir-55897	64	93	influence	influence	NOUN
asir-55897	64	94	of	of	ADP
asir-55897	64	95	formation	formation	NOUN
asir-55897	64	96	pressure	pressure	NOUN
asir-55897	64	97	,	,	PUNCT
asir-55897	64	98	fracture	fracture	NOUN
asir-55897	64	99	width	width	NOUN
asir-55897	64	100	,	,	PUNCT
asir-55897	64	101	length	length	NOUN
asir-55897	64	102	,	,	PUNCT
asir-55897	64	103	drilling	drilling	NOUN
asir-55897	64	104	fluid	fluid	ADJ
asir-55897	64	105	rheology	rheology	NOUN
asir-55897	64	106	,	,	PUNCT
asir-55897	64	107	drilling	drill	VERB
asir-55897	64	108	fluid	fluid	ADJ
asir-55897	64	109	density	density	NOUN
asir-55897	64	110	,	,	PUNCT
asir-55897	64	111	wellbore	wellbore	NOUN
asir-55897	64	112	radius	radius	NOUN
asir-55897	64	113	,	,	PUNCT
asir-55897	64	114	etc	etc	X
asir-55897	64	115	.	.	X
asir-55897	64	116	in	in	ADP
asir-55897	64	117	2006	2006	NUM
asir-55897	64	118	,	,	PUNCT
asir-55897	64	119	majidi	majidi	PROPN
asir-55897	64	120	et	et	PROPN
asir-55897	64	121	al	al	PROPN
asir-55897	64	122	.	.	PROPN
asir-55897	64	123	found	find	VERB
asir-55897	64	124	that	that	SCONJ
asir-55897	64	125	the	the	DET
asir-55897	64	126	hepa	hepa	NOUN
asir-55897	64	127	fluid	fluid	NOUN
asir-55897	64	128	has	have	VERB
asir-55897	64	129	the	the	DET
asir-55897	64	130	representativeness	representativeness	ADJ
asir-55897	64	131	and	and	CCONJ
asir-55897	64	132	universality	universality	NOUN
asir-55897	64	133	that	that	SCONJ
asir-55897	64	134	the	the	DET
asir-55897	64	135	other	other	ADJ
asir-55897	64	136	rheological	rheological	ADJ
asir-55897	64	137	models	model	NOUN
asir-55897	64	138	do	do	AUX
asir-55897	64	139	n't	not	PART
asir-55897	64	140	have	have	VERB
asir-55897	64	141	,	,	PUNCT
asir-55897	64	142	and	and	CCONJ
asir-55897	64	143	so	so	ADV
asir-55897	64	144	they	they	PRON
asir-55897	64	145	established	establish	VERB
asir-55897	64	146	h	h	NOUN
asir-55897	64	147	-	-	PUNCT
asir-55897	64	148	b	b	NOUN
asir-55897	64	149	leakage	leakage	NOUN
asir-55897	64	150	model	model	NOUN
asir-55897	64	151	,	,	PUNCT
asir-55897	64	152	which	which	PRON
asir-55897	64	153	has	have	VERB
asir-55897	64	154	many	many	ADJ
asir-55897	64	155	fewer	few	ADJ
asir-55897	64	156	defects	defect	NOUN
asir-55897	64	157	compared	compare	VERB
asir-55897	64	158	with	with	ADP
asir-55897	64	159	the	the	DET
asir-55897	64	160	other	other	ADJ
asir-55897	64	161	rheological	rheological	ADJ
asir-55897	64	162	models	model	NOUN
asir-55897	64	163	.	.	PUNCT
asir-55897	65	1	b	b	X
asir-55897	65	2	model	model	NOUN
asir-55897	65	3	has	have	VERB
asir-55897	65	4	fewer	few	ADJ
asir-55897	65	5	defects.in	defects.in	PRON
asir-55897	65	6	2011	2011	NUM
asir-55897	65	7	,	,	PUNCT
asir-55897	65	8	jiang	jiang	PROPN
asir-55897	65	9	hongwei	hongwei	PROPN
asir-55897	65	10	et	et	PROPN
asir-55897	65	11	al	al	PROPN
asir-55897	65	12	.	.	PROPN
asir-55897	65	13	proposed	propose	VERB
asir-55897	65	14	a	a	DET
asir-55897	65	15	formation	formation	NOUN
asir-55897	65	16	very	very	ADV
asir-55897	65	17	small	small	ADJ
asir-55897	65	18	leakage	leakage	NOUN
asir-55897	65	19	pressure	pressure	NOUN
asir-55897	65	20	model	model	NOUN
asir-55897	65	21	and	and	CCONJ
asir-55897	65	22	gave	give	VERB
asir-55897	65	23	the	the	DET
asir-55897	65	24	relationship	relationship	NOUN
asir-55897	65	25	between	between	ADP
asir-55897	65	26	the	the	DET
asir-55897	65	27	leakage	leakage	NOUN
asir-55897	65	28	differential	differential	NOUN
asir-55897	65	29	pressure	pressure	NOUN
asir-55897	65	30	and	and	CCONJ
asir-55897	65	31	formation	formation	NOUN
asir-55897	65	32	pore	pore	ADJ
asir-55897	65	33	pressure	pressure	NOUN
asir-55897	65	34	and	and	CCONJ
asir-55897	65	35	fracture	fracture	NOUN
asir-55897	65	36	pressure	pressure	NOUN
asir-55897	65	37	,	,	PUNCT
asir-55897	65	38	which	which	PRON
asir-55897	65	39	can	can	AUX
asir-55897	65	40	well	well	ADV
asir-55897	65	41	monitor	monitor	VERB
asir-55897	65	42	well	well	ADV
asir-55897	65	43	leakage	leakage	NOUN
asir-55897	65	44	and	and	CCONJ
asir-55897	65	45	judge	judge	VERB
asir-55897	65	46	the	the	DET
asir-55897	65	47	type	type	NOUN
asir-55897	65	48	of	of	ADP
asir-55897	65	49	leakage.in	leakage.in	PROPN
asir-55897	65	50	2014	2014	NUM
asir-55897	65	51	,	,	PUNCT
asir-55897	65	52	zou	zou	PROPN
asir-55897	65	53	deyong	deyong	PROPN
asir-55897	65	54	et	et	PROPN
asir-55897	65	55	al	al	PROPN
asir-55897	65	56	.	.	PROPN
asir-55897	65	57	established	establish	VERB
asir-55897	65	58	a	a	DET
asir-55897	65	59	leakage	leakage	NOUN
asir-55897	65	60	pressure	pressure	NOUN
asir-55897	65	61	model	model	NOUN
asir-55897	65	62	with	with	ADP
asir-55897	65	63	and	and	CCONJ
asir-55897	65	64	without	without	ADP
asir-55897	65	65	mudcake	mudcake	NOUN
asir-55897	65	66	based	base	VERB
asir-55897	65	67	on	on	ADP
asir-55897	65	68	the	the	DET
asir-55897	65	69	fluid	fluid	ADJ
asir-55897	65	70	constitutive	constitutive	ADJ
asir-55897	65	71	equations	equation	NOUN
asir-55897	65	72	and	and	CCONJ
asir-55897	65	73	the	the	DET
asir-55897	65	74	capillary	capillary	ADJ
asir-55897	65	75	seepage	seepage	NOUN
asir-55897	65	76	theory	theory	NOUN
asir-55897	65	77	,	,	PUNCT
asir-55897	65	78	respectively.2024	respectively.2024	NOUN
asir-55897	65	79	.	.	PROPN
asir-55897	66	1	in	in	ADP
asir-55897	66	2	2024	2024	NUM
asir-55897	66	3	,	,	PUNCT
asir-55897	66	4	chen	chen	PROPN
asir-55897	66	5	ganghua	ganghua	PROPN
asir-55897	66	6	et	et	PROPN
asir-55897	66	7	al	al	PROPN
asir-55897	66	8	.	.	PROPN
asir-55897	66	9	established	establish	VERB
asir-55897	66	10	a	a	DET
asir-55897	66	11	new	new	ADJ
asir-55897	66	12	method	method	NOUN
asir-55897	66	13	for	for	ADP
asir-55897	66	14	identifying	identify	VERB
asir-55897	66	15	well	well	ADJ
asir-55897	66	16	leakage	leakage	NOUN
asir-55897	66	17	layers	layer	NOUN
asir-55897	66	18	based	base	VERB
asir-55897	66	19	on	on	ADP
asir-55897	66	20	the	the	DET
asir-55897	66	21	basic	basic	ADJ
asir-55897	66	22	conditions	condition	NOUN
asir-55897	66	23	of	of	ADP
asir-55897	66	24	well	well	INTJ
asir-55897	66	25	leakage	leakage	NOUN
asir-55897	66	26	and	and	CCONJ
asir-55897	66	27	combined	combine	VERB
asir-55897	66	28	with	with	ADP
asir-55897	66	29	the	the	DET
asir-55897	66	30	mechanical	mechanical	ADJ
asir-55897	66	31	properties	property	NOUN
asir-55897	66	32	and	and	CCONJ
asir-55897	66	33	physical	physical	ADJ
asir-55897	66	34	mechanisms	mechanism	NOUN
asir-55897	66	35	of	of	ADP
asir-55897	66	36	the	the	DET
asir-55897	66	37	leakage	leakage	NOUN
asir-55897	66	38	layer	layer	NOUN
asir-55897	66	39	,	,	PUNCT
asir-55897	66	40	which	which	PRON
asir-55897	66	41	can	can	AUX
asir-55897	66	42	well	well	ADV
asir-55897	66	43	predict	predict	VERB
asir-55897	66	44	the	the	DET
asir-55897	66	45	well	well	ADJ
asir-55897	66	46	leakage	leakage	NOUN
asir-55897	66	47	in	in	ADP
asir-55897	66	48	permeable	permeable	ADJ
asir-55897	66	49	formations	formation	NOUN
asir-55897	66	50	.	.	PUNCT
asir-55897	67	1	table	table	NOUN
asir-55897	67	2	2	2	NUM
asir-55897	67	3	shows	show	VERB
asir-55897	67	4	the	the	DET
asir-55897	67	5	conventional	conventional	ADJ
asir-55897	67	6	well	well	INTJ
asir-55897	67	7	leakage	leakage	NOUN
asir-55897	67	8	monitoring	monitoring	NOUN
asir-55897	67	9	methods	method	NOUN
asir-55897	67	10	.	.	PUNCT
asir-55897	68	1	table	table	NOUN
asir-55897	68	2	2	2	NUM
asir-55897	68	3	.	.	NUM
asir-55897	68	4	conventional	conventional	ADJ
asir-55897	68	5	well	well	INTJ
asir-55897	68	6	leakage	leakage	NOUN
asir-55897	68	7	monitoring	monitoring	NOUN
asir-55897	68	8	methods	method	NOUN
asir-55897	68	9	author	author	NOUN
asir-55897	68	10	modelling	model	VERB
asir-55897	68	11	equation	equation	NOUN
asir-55897	68	12	note	note	VERB
asir-55897	68	13	lietad	lietad	NOUN
asir-55897	68	14	et	et	PROPN
asir-55897	68	15	al	al	PROPN
asir-55897	68	16	.	.	PUNCT
asir-55897	69	1	𝑑𝑝	𝑑𝑝	NUM
asir-55897	69	2	𝑑𝑟	𝑑𝑟	NOUN
asir-55897	69	3	=	=	SYM
asir-55897	69	4	12𝜇𝑝𝑣	12𝜇𝑝𝑣	NOUN
asir-55897	69	5	𝑤2	𝑤2	NOUN
asir-55897	69	6	+	+	CCONJ
asir-55897	69	7	3𝜏𝑦	3𝜏𝑦	NOUN
asir-55897	69	8	𝑤	𝑤	ADP
asir-55897	69	9	where	where	SCONJ
asir-55897	69	10	,	,	PUNCT
asir-55897	69	11	v	v	NOUN
asir-55897	69	12	-	-	PUNCT
asir-55897	69	13	mean	mean	ADJ
asir-55897	69	14	fluid	fluid	ADJ
asir-55897	69	15	velocity	velocity	NOUN
asir-55897	69	16	inside	inside	ADP
asir-55897	69	17	the	the	DET
asir-55897	69	18	crack	crack	NOUN
asir-55897	69	19	;	;	PUNCT
asir-55897	69	20	p	p	ADJ
asir-55897	69	21	-	-	PUNCT
asir-55897	69	22	fluid	fluid	NOUN
asir-55897	69	23	pressure	pressure	NOUN
asir-55897	69	24	;	;	PUNCT
asir-55897	69	25	r	r	NOUN
asir-55897	69	26	-	-	PUNCT
asir-55897	69	27	radial	radial	ADJ
asir-55897	69	28	distance	distance	NOUN
asir-55897	69	29	;	;	PUNCT
asir-55897	69	30	μp	μp	NOUN
asir-55897	69	31	-	-	PUNCT
asir-55897	69	32	plastic	plastic	NOUN
asir-55897	69	33	viscosity	viscosity	NOUN
asir-55897	69	34	;	;	PUNCT
asir-55897	69	35	y-dynamic	y-dynamic	ADJ
asir-55897	69	36	shear	shear	NOUN
asir-55897	69	37	force	force	NOUN
asir-55897	69	38	;	;	PUNCT
asir-55897	69	39	w	w	X
asir-55897	69	40	-	-	PUNCT
asir-55897	69	41	crack	crack	VERB
asir-55897	69	42	width	width	ADJ
asir-55897	69	43	safillippo	safillippo	NOUN
asir-55897	69	44	et	et	PROPN
asir-55897	69	45	al	al	PROPN
asir-55897	69	46	.	.	PROPN
asir-55897	69	47	1	1	NUM
asir-55897	69	48	𝑟	𝑟	SYM
asir-55897	69	49	1	1	NUM
asir-55897	69	50	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	69	51	(	(	PUNCT
asir-55897	69	52	𝑟	𝑟	X
asir-55897	69	53	𝜕𝑝	𝜕𝑝	VERB
asir-55897	69	54	𝜕𝑟	𝜕𝑟	PROPN
asir-55897	69	55	)	)	PUNCT
asir-55897	70	1	=	=	PUNCT
asir-55897	70	2	𝜇𝑐𝑡𝜙𝑓	𝜇𝑐𝑡𝜙𝑓	CCONJ
asir-55897	70	3	𝑘𝑓	𝑘𝑓	NUM
asir-55897	70	4	𝜕𝑝	𝜕𝑝	VERB
asir-55897	70	5	𝜕𝑡	𝜕𝑡	PROPN
asir-55897	70	6	where	where	SCONJ
asir-55897	70	7	,	,	PUNCT
asir-55897	70	8	p	p	ADJ
asir-55897	70	9	-	-	PUNCT
asir-55897	70	10	fluid	fluid	NOUN
asir-55897	70	11	pressure	pressure	NOUN
asir-55897	70	12	;	;	PUNCT
asir-55897	70	13	r	r	NOUN
asir-55897	70	14	-	-	PUNCT
asir-55897	70	15	radial	radial	ADJ
asir-55897	70	16	distance	distance	NOUN
asir-55897	70	17	;	;	PUNCT
asir-55897	70	18	μ	μ	NUM
asir-55897	70	19	-	-	PUNCT
asir-55897	70	20	apparent	apparent	ADJ
asir-55897	70	21	viscosity	viscosity	NOUN
asir-55897	70	22	of	of	ADP
asir-55897	70	23	drilling	drilling	NOUN
asir-55897	70	24	;	;	PUNCT
asir-55897	70	25	tc	tc	X
asir-55897	70	26	-	-	PUNCT
asir-55897	70	27	composite	composite	ADJ
asir-55897	70	28	compression	compression	NOUN
asir-55897	70	29	coefficient	coefficient	NOUN
asir-55897	70	30	;	;	PUNCT
asir-55897	70	31	kf	kf	NOUN
asir-55897	70	32	-	-	PUNCT
asir-55897	70	33	permeability	permeability	NOUN
asir-55897	70	34	;	;	PUNCT
asir-55897	70	35	f	f	NUM
asir-55897	70	36	-	-	NOUN
asir-55897	70	37	porosity	porosity	NOUN
asir-55897	70	38	maglione	maglione	NOUN
asir-55897	70	39	et	et	PROPN
asir-55897	70	40	al	al	PROPN
asir-55897	70	41	.	.	PUNCT
asir-55897	70	42	∆𝑝(𝑡	∆𝑝(𝑡	PROPN
asir-55897	70	43	)	)	PUNCT
asir-55897	71	1	=	=	PROPN
asir-55897	72	1	6𝑄𝜇	6𝑄𝜇	NUM
asir-55897	72	2	𝜋𝑤3	𝜋𝑤3	PROPN
asir-55897	72	3	𝑙𝑛	𝑙𝑛	NOUN
asir-55897	72	4	[	[	PUNCT
asir-55897	72	5	𝑉(𝑡	𝑉(𝑡	ADP
asir-55897	72	6	)	)	PUNCT
asir-55897	72	7	𝜋𝑤	𝜋𝑤	PRON
asir-55897	72	8	+	+	CCONJ
asir-55897	72	9	𝑟𝑤	𝑟𝑤	VERB
asir-55897	72	10	2	2	NUM
asir-55897	72	11	]	]	SYM
asir-55897	72	12	1	1	NUM
asir-55897	72	13	2	2	NUM
asir-55897	72	14	𝑟𝑤	𝑟𝑤	NOUN
asir-55897	72	15	where	where	SCONJ
asir-55897	72	16	,	,	PUNCT
asir-55897	72	17	q	q	ADJ
asir-55897	72	18	-	-	PUNCT
asir-55897	72	19	leakage	leakage	NOUN
asir-55897	72	20	rate	rate	NOUN
asir-55897	72	21	;	;	PUNCT
asir-55897	72	22	p(t)-differential	p(t)-differential	ADJ
asir-55897	72	23	pressure	pressure	NOUN
asir-55897	72	24	at	at	ADP
asir-55897	72	25	moment	moment	NOUN
asir-55897	72	26	t	t	PROPN
asir-55897	72	27	;	;	PUNCT
asir-55897	72	28	rw	rw	NOUN
asir-55897	72	29	-	-	PUNCT
asir-55897	72	30	borehole	borehole	NOUN
asir-55897	72	31	radius	radius	NOUN
asir-55897	72	32	;	;	PUNCT
asir-55897	72	33	-drilling	-drille	VERB
asir-55897	72	34	fluid	fluid	ADJ
asir-55897	72	35	viscosity	viscosity	NOUN
asir-55897	72	36	;	;	PUNCT
asir-55897	72	37	w	w	X
asir-55897	72	38	-	-	PUNCT
asir-55897	72	39	fracture	fracture	ADJ
asir-55897	72	40	width	width	NOUN
asir-55897	72	41	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	72	42	applied	apply	VERB
asir-55897	72	43	science	science	NOUN
asir-55897	72	44	and	and	CCONJ
asir-55897	72	45	innovative	innovative	ADJ
asir-55897	72	46	research	research	NOUN
asir-55897	72	47	vol	vol	NOUN
asir-55897	72	48	.	.	PUNCT
asir-55897	73	1	9	9	NUM
asir-55897	73	2	,	,	PUNCT
asir-55897	73	3	no	no	INTJ
asir-55897	73	4	.	.	NOUN
asir-55897	73	5	2	2	NUM
asir-55897	73	6	,	,	PUNCT
asir-55897	73	7	2025	2025	NUM
asir-55897	73	8	6	6	NUM
asir-55897	73	9	published	publish	VERB
asir-55897	73	10	by	by	ADP
asir-55897	73	11	scholink	scholink	PROPN
asir-55897	73	12	inc	inc	PROPN
asir-55897	73	13	.	.	PROPN
asir-55897	74	1	lavrov	lavrov	VERB
asir-55897	74	2	et	et	PROPN
asir-55897	74	3	al	al	PROPN
asir-55897	74	4	.	.	PUNCT
asir-55897	75	1	(	(	PUNCT
asir-55897	75	2	𝑛	𝑛	PRON
asir-55897	75	3	2𝑛	2𝑛	PROPN
asir-55897	76	1	+	+	CCONJ
asir-55897	76	2	1	1	X
asir-55897	76	3	)	)	PUNCT
asir-55897	76	4	(	(	PUNCT
asir-55897	76	5	1	1	NUM
asir-55897	76	6	𝑘	𝑘	NOUN
asir-55897	76	7	)	)	PUNCT
asir-55897	76	8	1	1	NUM
asir-55897	76	9	𝑛𝑤2	𝑛𝑤2	NOUN
asir-55897	76	10	+	+	PROPN
asir-55897	76	11	1	1	NUM
asir-55897	76	12	𝑛	𝑛	DET
asir-55897	76	13	21	21	NUM
asir-55897	76	14	+	+	SYM
asir-55897	76	15	1	1	NUM
asir-55897	76	16	𝑛	𝑛	ADP
asir-55897	76	17	1	1	NUM
asir-55897	76	18	𝑟	𝑟	NOUN
asir-55897	76	19	𝜕𝑝	𝜕𝑝	NOUN
asir-55897	76	20	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	76	21	|−	|−	ADJ
asir-55897	76	22	𝜕𝑝	𝜕𝑝	NOUN
asir-55897	76	23	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	77	1	|	|	ADV
asir-55897	77	2	1	1	NUM
asir-55897	77	3	𝑛	𝑛	NOUN
asir-55897	77	4	+	+	CCONJ
asir-55897	77	5	(	(	PUNCT
asir-55897	77	6	𝑛	𝑛	PROPN
asir-55897	77	7	2𝑛	2𝑛	PROPN
asir-55897	77	8	+	+	CCONJ
asir-55897	77	9	1	1	X
asir-55897	77	10	)	)	PUNCT
asir-55897	77	11	(	(	PUNCT
asir-55897	77	12	1	1	NUM
asir-55897	77	13	𝑘	𝑘	NOUN
asir-55897	77	14	)	)	PUNCT
asir-55897	77	15	2	2	NUM
asir-55897	77	16	𝑛	𝑛	DET
asir-55897	77	17	1	1	NUM
asir-55897	77	18	21	21	NUM
asir-55897	77	19	+	+	SYM
asir-55897	77	20	1	1	NUM
asir-55897	77	21	𝑛	𝑛	PRON
asir-55897	77	22	𝜕	𝜕	PROPN
asir-55897	77	23	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	77	24	(	(	PUNCT
asir-55897	77	25	𝑤2	𝑤2	NOUN
asir-55897	77	26	+	+	SYM
asir-55897	77	27	2	2	NUM
asir-55897	77	28	𝑟	𝑟	NOUN
asir-55897	77	29	𝜕𝑝	𝜕𝑝	NOUN
asir-55897	77	30	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	77	31	|−	|−	ADJ
asir-55897	77	32	𝜕𝑝	𝜕𝑝	NOUN
asir-55897	77	33	𝜕𝑟	𝜕𝑟	NOUN
asir-55897	77	34	|	|	ADV
asir-55897	77	35	2	2	NUM
asir-55897	77	36	𝑟	𝑟	NOUN
asir-55897	77	37	)	)	PUNCT
asir-55897	77	38	=	=	SYM
asir-55897	77	39	−	−	NOUN
asir-55897	77	40	𝜕𝑤	𝜕𝑤	VERB
asir-55897	77	41	𝜕𝑡	𝜕𝑡	ADJ
asir-55897	77	42	where	where	SCONJ
asir-55897	77	43	,	,	PUNCT
asir-55897	77	44	w	w	ADJ
asir-55897	77	45	-	-	ADJ
asir-55897	77	46	local	local	ADJ
asir-55897	77	47	fracture	fracture	NOUN
asir-55897	77	48	aperture	aperture	NOUN
asir-55897	77	49	;	;	PUNCT
asir-55897	77	50	k	k	X
asir-55897	77	51	-	-	PUNCT
asir-55897	77	52	consistency	consistency	NOUN
asir-55897	77	53	index	index	NOUN
asir-55897	77	54	majidi	majidi	VERB
asir-55897	77	55	et	et	PROPN
asir-55897	77	56	al	al	PROPN
asir-55897	77	57	.	.	PUNCT
asir-55897	78	1	−	−	PROPN
asir-55897	79	1	𝑑𝑝	𝑑𝑝	ADV
asir-55897	79	2	𝑑𝑟	𝑑𝑟	NOUN
asir-55897	79	3	=	=	SYM
asir-55897	79	4	2	2	NUM
asir-55897	79	5	(	(	PUNCT
asir-55897	79	6	2𝑛	2𝑛	NOUN
asir-55897	79	7	+	+	CCONJ
asir-55897	79	8	1	1	NUM
asir-55897	79	9	𝜋𝑛	𝜋𝑛	NOUN
asir-55897	79	10	)	)	PUNCT
asir-55897	79	11	𝑛	𝑛	PRON
asir-55897	79	12	𝑘𝑞𝑛	𝑘𝑞𝑛	NOUN
asir-55897	79	13	𝑤2𝑛+1𝑟𝑛	𝑤2𝑛+1𝑟𝑛	PROPN
asir-55897	79	14	+	+	CCONJ
asir-55897	79	15	(	(	PUNCT
asir-55897	79	16	2𝑛	2𝑛	NUM
asir-55897	79	17	+	+	PROPN
asir-55897	79	18	1	1	NUM
asir-55897	79	19	𝑛	𝑛	NOUN
asir-55897	79	20	)	)	PUNCT
asir-55897	79	21	(	(	PUNCT
asir-55897	79	22	2𝜏𝑦	2𝜏𝑦	NOUN
asir-55897	79	23	2	2	NUM
asir-55897	79	24	)	)	PUNCT
asir-55897	79	25	where	where	SCONJ
asir-55897	79	26	,	,	PUNCT
asir-55897	79	27	dp	dp	PROPN
asir-55897	79	28	/	/	SYM
asir-55897	79	29	dr	dr	NOUN
asir-55897	79	30	-	-	PUNCT
asir-55897	79	31	pressure	pressure	NOUN
asir-55897	79	32	gradient	gradient	NOUN
asir-55897	79	33	;	;	PUNCT
asir-55897	79	34	q	q	ADJ
asir-55897	79	35	-	-	PUNCT
asir-55897	79	36	flow	flow	NOUN
asir-55897	79	37	rate	rate	NOUN
asir-55897	79	38	;	;	PUNCT
asir-55897	79	39	w	w	ADJ
asir-55897	79	40	-	-	PUNCT
asir-55897	79	41	fracture	fracture	ADJ
asir-55897	79	42	hydraulic	hydraulic	ADJ
asir-55897	79	43	width	width	NOUN
asir-55897	79	44	jiang	jiang	PROPN
asir-55897	79	45	hongwei	hongwei	PROPN
asir-55897	79	46	et	et	PROPN
asir-55897	79	47	al	al	PROPN
asir-55897	79	48	.	.	PUNCT
asir-55897	80	1	𝑃𝐿𝑝𝑚𝑖𝑛	𝑃𝐿𝑝𝑚𝑖𝑛	PROPN
asir-55897	80	2	=	=	SYM
asir-55897	80	3	(	(	PUNCT
asir-55897	80	4	𝜎𝑣	𝜎𝑣	ADP
asir-55897	80	5	−	−	PROPN
asir-55897	80	6	𝜎𝑒𝑝)/∅	𝜎𝑒𝑝)/∅	NOUN
asir-55897	80	7	where	where	SCONJ
asir-55897	80	8	,	,	PUNCT
asir-55897	80	9	plpmin	plpmin	NOUN
asir-55897	80	10	-	-	PUNCT
asir-55897	80	11	natural	natural	ADJ
asir-55897	80	12	very	very	ADV
asir-55897	80	13	small	small	ADJ
asir-55897	80	14	leakage	leakage	NOUN
asir-55897	80	15	pressure	pressure	NOUN
asir-55897	80	16	zou	zou	PROPN
asir-55897	80	17	deyong	deyong	PROPN
asir-55897	80	18	et	et	PROPN
asir-55897	80	19	al	al	PROPN
asir-55897	80	20	.	.	PUNCT
asir-55897	81	1	𝑝𝑙	𝑝𝑙	PROPN
asir-55897	81	2	=	=	PUNCT
asir-55897	81	3	𝑝𝑃	𝑝𝑃	PROPN
asir-55897	82	1	+	+	CCONJ
asir-55897	82	2	3𝑞𝑓𝜇	3𝑞𝑓𝜇	NUM
asir-55897	82	3	2𝜋𝐾ℎ	2𝜋𝐾ℎ	NUM
asir-55897	82	4	𝑙𝑛	𝑙𝑛	NOUN
asir-55897	82	5	𝑟𝑓	𝑟𝑓	NUM
asir-55897	82	6	𝑟𝑤	𝑟𝑤	VERB
asir-55897	82	7	+	+	CCONJ
asir-55897	82	8	4𝜏0(𝑟𝑓	4𝜏0(𝑟𝑓	NOUN
asir-55897	82	9	−	−	NOUN
asir-55897	83	1	𝑟𝑤)√	𝑟𝑤)√	X
asir-55897	83	2	∅	∅	NOUN
asir-55897	83	3	2𝐾	2𝐾	VERB
asir-55897	83	4	no	no	DET
asir-55897	83	5	mud	mud	NOUN
asir-55897	83	6	cake	cake	NOUN
asir-55897	83	7	case	case	NOUN
asir-55897	83	8	,	,	PUNCT
asir-55897	83	9	where	where	SCONJ
asir-55897	83	10	,	,	PUNCT
asir-55897	83	11	qf	qf	PROPN
asir-55897	83	12	-	-	PUNCT
asir-55897	83	13	drilling	drilling	NOUN
asir-55897	83	14	fluid	fluid	ADJ
asir-55897	83	15	leakage	leakage	NOUN
asir-55897	83	16	flow	flow	NOUN
asir-55897	83	17	rate	rate	NOUN
asir-55897	83	18	;	;	PUNCT
asir-55897	83	19	h	h	NOUN
asir-55897	83	20	-	-	PUNCT
asir-55897	83	21	thickness	thickness	NOUN
asir-55897	83	22	of	of	ADP
asir-55897	83	23	the	the	DET
asir-55897	83	24	leakage	leakage	NOUN
asir-55897	83	25	layer	layer	NOUN
asir-55897	83	26	;	;	PUNCT
asir-55897	83	27	k	k	X
asir-55897	83	28	-	-	PUNCT
asir-55897	83	29	permeability	permeability	NOUN
asir-55897	83	30	of	of	ADP
asir-55897	83	31	the	the	DET
asir-55897	83	32	formation	formation	NOUN
asir-55897	83	33	;	;	PUNCT
asir-55897	83	34	δpc	δpc	NOUN
asir-55897	83	35	-	-	PUNCT
asir-55897	83	36	pressure	pressure	NOUN
asir-55897	83	37	drop	drop	NOUN
asir-55897	83	38	in	in	ADP
asir-55897	83	39	the	the	DET
asir-55897	83	40	intrusive	intrusive	ADJ
asir-55897	83	41	zone	zone	NOUN
asir-55897	83	42	of	of	ADP
asir-55897	83	43	the	the	DET
asir-55897	83	44	formation	formation	NOUN
asir-55897	83	45	;	;	PUNCT
asir-55897	83	46	μ	μ	NOUN
asir-55897	83	47	-	-	ADJ
asir-55897	83	48	plastic	plastic	ADJ
asir-55897	83	49	viscosity	viscosity	NOUN
asir-55897	83	50	of	of	ADP
asir-55897	83	51	the	the	DET
asir-55897	83	52	drilling	drilling	NOUN
asir-55897	83	53	fluid	fluid	NOUN
asir-55897	83	54	;	;	PUNCT
asir-55897	83	55	rw	rw	ADJ
asir-55897	83	56	,	,	PUNCT
asir-55897	83	57	rf	rf	NOUN
asir-55897	83	58	-	-	NOUN
asir-55897	83	59	radius	radius	NOUN
asir-55897	83	60	of	of	ADP
asir-55897	83	61	the	the	DET
asir-55897	83	62	borehole	borehole	NOUN
asir-55897	83	63	and	and	CCONJ
asir-55897	83	64	the	the	DET
asir-55897	83	65	intrusive	intrusive	ADJ
asir-55897	83	66	zone	zone	NOUN
asir-55897	83	67	;	;	PUNCT
asir-55897	83	68	τ0	τ0	NOUN
asir-55897	83	69	-	-	PUNCT
asir-55897	83	70	yielding	yield	VERB
asir-55897	83	71	value	value	NOUN
asir-55897	83	72	of	of	ADP
asir-55897	83	73	the	the	DET
asir-55897	83	74	drilling	drilling	NOUN
asir-55897	83	75	fluid	fluid	NOUN
asir-55897	83	76	zou	zou	PROPN
asir-55897	83	77	deyong	deyong	PROPN
asir-55897	84	1	et	et	PROPN
asir-55897	84	2	al	al	PROPN
asir-55897	84	3	.	.	PUNCT
asir-55897	85	1	𝑝𝑙	𝑝𝑙	PROPN
asir-55897	85	2	=	=	PUNCT
asir-55897	85	3	𝑝𝑃	𝑝𝑃	PROPN
asir-55897	86	1	+	+	CCONJ
asir-55897	86	2	𝑞𝑓	𝑞𝑓	PROPN
asir-55897	86	3	2𝜋ℎ	2𝜋ℎ	NOUN
asir-55897	86	4	(	(	PUNCT
asir-55897	86	5	𝜇𝑓	𝜇𝑓	PROPN
asir-55897	87	1	𝐾𝑚	𝐾𝑚	PROPN
asir-55897	87	2	𝑙𝑛	𝑙𝑛	NOUN
asir-55897	87	3	𝑟𝑤	𝑟𝑤	VERB
asir-55897	87	4	𝑟𝑚	𝑟𝑚	ADP
asir-55897	87	5	+	+	NOUN
asir-55897	87	6	𝜇𝑓	𝜇𝑓	PROPN
asir-55897	88	1	𝐾𝑛	𝐾𝑛	NOUN
asir-55897	88	2	𝑙𝑛	𝑙𝑛	NOUN
asir-55897	88	3	𝑟𝑛	𝑟𝑛	ADP
asir-55897	88	4	𝑟𝑤	𝑟𝑤	NOUN
asir-55897	88	5	)	)	PUNCT
asir-55897	88	6	in	in	ADP
asir-55897	88	7	the	the	DET
asir-55897	88	8	case	case	NOUN
asir-55897	88	9	of	of	ADP
asir-55897	88	10	mudcake	mudcake	NOUN
asir-55897	88	11	,	,	PUNCT
asir-55897	88	12	km	km	PROPN
asir-55897	88	13	and	and	CCONJ
asir-55897	88	14	kn	kn	PROPN
asir-55897	88	15	are	be	AUX
asir-55897	88	16	the	the	DET
asir-55897	88	17	permeability	permeability	NOUN
asir-55897	88	18	of	of	ADP
asir-55897	88	19	mudcake	mudcake	NOUN
asir-55897	88	20	and	and	CCONJ
asir-55897	88	21	plug	plug	VERB
asir-55897	88	22	layer	layer	NOUN
asir-55897	88	23	,	,	PUNCT
asir-55897	88	24	respectively	respectively	ADV
asir-55897	88	25	;	;	PUNCT
asir-55897	88	26	rw	rw	PROPN
asir-55897	88	27	,	,	PUNCT
asir-55897	88	28	rm	rm	PROPN
asir-55897	88	29	and	and	CCONJ
asir-55897	88	30	rn	rn	PROPN
asir-55897	88	31	are	be	AUX
asir-55897	88	32	the	the	DET
asir-55897	88	33	radius	radius	NOUN
asir-55897	88	34	of	of	ADP
asir-55897	88	35	the	the	DET
asir-55897	88	36	original	original	ADJ
asir-55897	88	37	borehole	borehole	NOUN
asir-55897	88	38	,	,	PUNCT
asir-55897	88	39	the	the	DET
asir-55897	88	40	borehole	borehole	NOUN
asir-55897	88	41	with	with	ADP
asir-55897	88	42	mudcake	mudcake	NOUN
asir-55897	88	43	and	and	CCONJ
asir-55897	88	44	the	the	DET
asir-55897	88	45	plug	plug	NOUN
asir-55897	88	46	layer	layer	NOUN
asir-55897	88	47	,	,	PUNCT
asir-55897	88	48	respectively	respectively	ADV
asir-55897	88	49	;	;	PUNCT
asir-55897	88	50	μf	μf	PROPN
asir-55897	88	51	is	be	AUX
asir-55897	88	52	the	the	DET
asir-55897	88	53	apparent	apparent	ADJ
asir-55897	88	54	viscosity	viscosity	NOUN
asir-55897	88	55	of	of	ADP
asir-55897	88	56	the	the	DET
asir-55897	88	57	drilling	drilling	NOUN
asir-55897	88	58	fluid	fluid	ADJ
asir-55897	88	59	filtrate	filtrate	NOUN
asir-55897	88	60	chen	chen	PROPN
asir-55897	88	61	ganghua	ganghua	PROPN
asir-55897	88	62	et	et	PROPN
asir-55897	88	63	al	al	PROPN
asir-55897	88	64	.	.	PUNCT
asir-55897	89	1	𝜉	𝜉	X
asir-55897	89	2	=	=	SYM
asir-55897	89	3	(	(	PUNCT
asir-55897	89	4	6𝑟	6𝑟	NOUN
asir-55897	89	5	−	−	PROPN
asir-55897	89	6	𝐷50	𝐷50	PROPN
asir-55897	89	7	)	)	PUNCT
asir-55897	89	8	(	(	PUNCT
asir-55897	89	9	𝛼δ𝑝	𝛼δ𝑝	NOUN
asir-55897	89	10	δ𝑝	δ𝑝	NOUN
asir-55897	89	11	−	−	PROPN
asir-55897	89	12	δ𝑝𝑚𝑖𝑛	δ𝑝𝑚𝑖𝑛	PROPN
asir-55897	89	13	δ𝑝𝑚𝑎𝑥	δ𝑝𝑚𝑎𝑥	NOUN
asir-55897	90	1	−	−	PROPN
asir-55897	90	2	δ𝑝𝑚𝑖𝑛	δ𝑝𝑚𝑖𝑛	NOUN
asir-55897	91	1	+	+	CCONJ
asir-55897	91	2	𝛼𝜙	𝛼𝜙	NUM
asir-55897	91	3	𝜙	𝜙	PRON
asir-55897	91	4	−	−	PROPN
asir-55897	91	5	𝜙𝑚𝑖𝑛	𝜙𝑚𝑖𝑛	NOUN
asir-55897	91	6	𝜙𝑚𝑎𝑥	𝜙𝑚𝑎𝑥	NOUN
asir-55897	91	7	−	−	PROPN
asir-55897	92	1	𝜙𝑚𝑖𝑛	𝜙𝑚𝑖𝑛	NOUN
asir-55897	93	1	+	+	NUM
asir-55897	93	2	𝛼𝐾	𝛼𝐾	NOUN
asir-55897	93	3	𝑙𝑛𝐾	𝑙𝑛𝐾	NOUN
asir-55897	93	4	−	−	PROPN
asir-55897	93	5	𝑙𝑛𝐾𝑚𝑖𝑛	𝑙𝑛𝐾𝑚𝑖𝑛	PROPN
asir-55897	93	6	𝑙𝑛𝐾𝑚𝑎𝑥	𝑙𝑛𝐾𝑚𝑎𝑥	NUM
asir-55897	93	7	−	−	PROPN
asir-55897	93	8	𝑙𝑛𝐾𝑚𝑖𝑛	𝑙𝑛𝐾𝑚𝑖𝑛	PROPN
asir-55897	93	9	)	)	PUNCT
asir-55897	94	1	where	where	SCONJ
asir-55897	94	2	,	,	PUNCT
asir-55897	94	3	-well	-well	DET
asir-55897	94	4	leakage	leakage	NOUN
asir-55897	94	5	composite	composite	ADJ
asir-55897	94	6	index	index	NOUN
asir-55897	94	7	;	;	PUNCT
asir-55897	94	8	r	r	X
asir-55897	94	9	-	-	PUNCT
asir-55897	94	10	mean	mean	ADJ
asir-55897	94	11	pore	pore	ADJ
asir-55897	94	12	throat	throat	NOUN
asir-55897	94	13	radius	radius	NOUN
asir-55897	94	14	of	of	ADP
asir-55897	94	15	the	the	DET
asir-55897	94	16	formation	formation	NOUN
asir-55897	94	17	;	;	PUNCT
asir-55897	94	18	d50	d50	NOUN
asir-55897	94	19	is	be	AUX
asir-55897	94	20	the	the	DET
asir-55897	94	21	particle	particle	NOUN
asir-55897	94	22	size	size	NOUN
asir-55897	94	23	corresponding	correspond	VERB
asir-55897	94	24	to	to	ADP
asir-55897	94	25	the	the	DET
asir-55897	94	26	cumulative	cumulative	ADJ
asir-55897	94	27	mass	mass	ADJ
asir-55897	94	28	fraction	fraction	NOUN
asir-55897	94	29	of	of	ADP
asir-55897	94	30	the	the	DET
asir-55897	94	31	solid	solid	ADJ
asir-55897	94	32	phase	phase	NOUN
asir-55897	94	33	particle	particle	NOUN
asir-55897	94	34	size	size	NOUN
asir-55897	94	35	of	of	ADP
asir-55897	94	36	the	the	DET
asir-55897	94	37	drilling	drilling	NOUN
asir-55897	94	38	fluid	fluid	NOUN
asir-55897	94	39	at	at	ADP
asir-55897	94	40	50	50	NUM
asir-55897	94	41	%	%	NOUN
asir-55897	94	42	;	;	PUNCT
asir-55897	94	43	δpmax	δpmax	NOUN
asir-55897	94	44	,	,	PUNCT
asir-55897	94	45	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	VERB
asir-55897	94	46	applied	apply	VERB
asir-55897	94	47	science	science	NOUN
asir-55897	94	48	and	and	CCONJ
asir-55897	94	49	innovative	innovative	ADJ
asir-55897	94	50	research	research	NOUN
asir-55897	94	51	vol	vol	NOUN
asir-55897	94	52	.	.	PUNCT
asir-55897	95	1	9	9	NUM
asir-55897	95	2	,	,	PUNCT
asir-55897	95	3	no	no	INTJ
asir-55897	95	4	.	.	NOUN
asir-55897	95	5	2	2	NUM
asir-55897	95	6	,	,	PUNCT
asir-55897	95	7	2025	2025	NUM
asir-55897	95	8	7	7	NUM
asir-55897	95	9	published	publish	VERB
asir-55897	95	10	by	by	ADP
asir-55897	95	11	scholink	scholink	PROPN
asir-55897	95	12	inc	inc	PROPN
asir-55897	95	13	.	.	PROPN
asir-55897	95	14	δpmin	δpmin	PROPN
asir-55897	95	15	-	-	PUNCT
asir-55897	95	16	maximum	maximum	ADJ
asir-55897	95	17	and	and	CCONJ
asir-55897	95	18	minimum	minimum	ADJ
asir-55897	95	19	values	value	NOUN
asir-55897	95	20	of	of	ADP
asir-55897	95	21	the	the	DET
asir-55897	95	22	leakage	leakage	NOUN
asir-55897	95	23	differential	differential	NOUN
asir-55897	95	24	pressure	pressure	NOUN
asir-55897	95	25	;	;	PUNCT
asir-55897	95	26	max	max	NOUN
asir-55897	95	27	,	,	PUNCT
asir-55897	95	28	min	min	NOUN
asir-55897	95	29	-	-	ADJ
asir-55897	95	30	maximum	maximum	ADJ
asir-55897	95	31	and	and	CCONJ
asir-55897	95	32	minimum	minimum	ADJ
asir-55897	95	33	values	value	NOUN
asir-55897	95	34	of	of	ADP
asir-55897	95	35	the	the	DET
asir-55897	95	36	porosity	porosity	NOUN
asir-55897	95	37	,	,	PUNCT
asir-55897	95	38	minimum	minimum	ADJ
asir-55897	95	39	values	value	NOUN
asir-55897	95	40	;	;	PUNCT
asir-55897	95	41	kmax	kmax	PROPN
asir-55897	95	42	,	,	PUNCT
asir-55897	95	43	kmin	kmin	NOUN
asir-55897	95	44	-	-	PUNCT
asir-55897	95	45	maximum	maximum	ADJ
asir-55897	95	46	and	and	CCONJ
asir-55897	95	47	minimum	minimum	ADJ
asir-55897	95	48	values	value	NOUN
asir-55897	95	49	of	of	ADP
asir-55897	95	50	permeability	permeability	NOUN
asir-55897	95	51	;	;	PUNCT
asir-55897	95	52	αδp	αδp	PROPN
asir-55897	95	53	,	,	PUNCT
asir-55897	95	54	α	α	ADJ
asir-55897	95	55	,	,	PUNCT
asir-55897	95	56	αk	αk	NOUN
asir-55897	95	57	-	-	PUNCT
asir-55897	95	58	weights	weight	NOUN
asir-55897	95	59	of	of	ADP
asir-55897	95	60	differential	differential	ADJ
asir-55897	95	61	leakage	leakage	NOUN
asir-55897	95	62	pressure	pressure	NOUN
asir-55897	95	63	,	,	PUNCT
asir-55897	95	64	porosity	porosity	NOUN
asir-55897	95	65	and	and	CCONJ
asir-55897	95	66	permeability	permeability	NOUN
asir-55897	95	67	.	.	PUNCT
asir-55897	96	1	5	5	X
asir-55897	96	2	.	.	X
asir-55897	96	3	intelligent	intelligent	ADJ
asir-55897	96	4	monitoring	monitoring	NOUN
asir-55897	96	5	technology	technology	NOUN
asir-55897	96	6	for	for	ADP
asir-55897	96	7	well	well	ADJ
asir-55897	96	8	leakage	leakage	NOUN
asir-55897	96	9	based	base	VERB
asir-55897	96	10	on	on	ADP
asir-55897	96	11	machine	machine	NOUN
asir-55897	96	12	learning	learn	VERB
asir-55897	96	13	with	with	ADP
asir-55897	96	14	the	the	DET
asir-55897	96	15	continuous	continuous	ADJ
asir-55897	96	16	rise	rise	NOUN
asir-55897	96	17	of	of	ADP
asir-55897	96	18	intelligent	intelligent	ADJ
asir-55897	96	19	algorithms	algorithm	NOUN
asir-55897	96	20	,	,	PUNCT
asir-55897	96	21	the	the	DET
asir-55897	96	22	combination	combination	NOUN
asir-55897	96	23	of	of	ADP
asir-55897	96	24	oil	oil	NOUN
asir-55897	96	25	and	and	CCONJ
asir-55897	96	26	gas	gas	NOUN
asir-55897	96	27	exploration	exploration	NOUN
asir-55897	96	28	and	and	CCONJ
asir-55897	96	29	development	development	NOUN
asir-55897	96	30	field	field	NOUN
asir-55897	96	31	and	and	CCONJ
asir-55897	96	32	artificial	artificial	ADJ
asir-55897	96	33	intelligence	intelligence	NOUN
asir-55897	96	34	technology	technology	NOUN
asir-55897	96	35	is	be	AUX
asir-55897	96	36	getting	get	VERB
asir-55897	96	37	closer	close	ADJ
asir-55897	96	38	and	and	CCONJ
asir-55897	96	39	closer	close	ADJ
asir-55897	96	40	,	,	PUNCT
asir-55897	96	41	and	and	CCONJ
asir-55897	96	42	chinese	chinese	ADJ
asir-55897	96	43	and	and	CCONJ
asir-55897	96	44	foreign	foreign	ADJ
asir-55897	96	45	scholars	scholar	NOUN
asir-55897	96	46	have	have	AUX
asir-55897	96	47	proposed	propose	VERB
asir-55897	96	48	many	many	ADJ
asir-55897	96	49	well	well	ADJ
asir-55897	96	50	leakage	leakage	NOUN
asir-55897	96	51	intelligent	intelligent	ADJ
asir-55897	96	52	prediction	prediction	NOUN
asir-55897	96	53	methods	method	NOUN
asir-55897	96	54	,	,	PUNCT
asir-55897	96	55	which	which	PRON
asir-55897	96	56	provide	provide	VERB
asir-55897	96	57	a	a	DET
asir-55897	96	58	new	new	ADJ
asir-55897	96	59	way	way	NOUN
asir-55897	96	60	to	to	PART
asir-55897	96	61	predict	predict	VERB
asir-55897	96	62	well	well	ADJ
asir-55897	96	63	leakage	leakage	NOUN
asir-55897	96	64	accidents	accident	NOUN
asir-55897	96	65	.	.	PUNCT
asir-55897	97	1	compared	compare	VERB
asir-55897	97	2	with	with	ADP
asir-55897	97	3	traditional	traditional	ADJ
asir-55897	97	4	methods	method	NOUN
asir-55897	97	5	,	,	PUNCT
asir-55897	97	6	well	well	INTJ
asir-55897	97	7	leakage	leakage	NOUN
asir-55897	97	8	intelligent	intelligent	ADJ
asir-55897	97	9	monitoring	monitoring	NOUN
asir-55897	97	10	methods	method	NOUN
asir-55897	97	11	can	can	AUX
asir-55897	97	12	respond	respond	VERB
asir-55897	97	13	to	to	ADP
asir-55897	97	14	the	the	DET
asir-55897	97	15	occurrence	occurrence	NOUN
asir-55897	97	16	of	of	ADP
asir-55897	97	17	well	well	ADJ
asir-55897	97	18	leakage	leakage	NOUN
asir-55897	97	19	accidents	accident	NOUN
asir-55897	97	20	more	more	ADV
asir-55897	97	21	timely	timely	ADV
asir-55897	97	22	and	and	CCONJ
asir-55897	97	23	accurately	accurately	ADV
asir-55897	97	24	,	,	PUNCT
asir-55897	97	25	and	and	CCONJ
asir-55897	97	26	reduce	reduce	VERB
asir-55897	97	27	the	the	DET
asir-55897	97	28	influence	influence	NOUN
asir-55897	97	29	of	of	ADP
asir-55897	97	30	human	human	ADJ
asir-55897	97	31	judgement	judgement	NOUN
asir-55897	97	32	,	,	PUNCT
asir-55897	97	33	which	which	PRON
asir-55897	97	34	has	have	VERB
asir-55897	97	35	a	a	DET
asir-55897	97	36	good	good	ADJ
asir-55897	97	37	application	application	NOUN
asir-55897	97	38	prospect	prospect	NOUN
asir-55897	97	39	.	.	PUNCT
asir-55897	98	1	at	at	ADP
asir-55897	98	2	present	present	ADJ
asir-55897	98	3	,	,	PUNCT
asir-55897	98	4	the	the	DET
asir-55897	98	5	well	well	ADV
asir-55897	98	6	leakage	leakage	NOUN
asir-55897	98	7	intelligent	intelligent	ADJ
asir-55897	98	8	monitoring	monitoring	NOUN
asir-55897	98	9	technology	technology	NOUN
asir-55897	98	10	can	can	AUX
asir-55897	98	11	be	be	AUX
asir-55897	98	12	divided	divide	VERB
asir-55897	98	13	into	into	ADP
asir-55897	98	14	two	two	NUM
asir-55897	98	15	categories	category	NOUN
asir-55897	98	16	based	base	VERB
asir-55897	98	17	on	on	ADP
asir-55897	98	18	its	its	PRON
asir-55897	98	19	model	model	NOUN
asir-55897	98	20	structure	structure	NOUN
asir-55897	98	21	and	and	CCONJ
asir-55897	98	22	algorithm	algorithm	PROPN
asir-55897	98	23	principle	principle	NOUN
asir-55897	98	24	,	,	PUNCT
asir-55897	98	25	namely	namely	ADV
asir-55897	98	26	,	,	PUNCT
asir-55897	98	27	non	non	ADJ
asir-55897	98	28	-	-	ADJ
asir-55897	98	29	neural	neural	ADJ
asir-55897	98	30	network	network	NOUN
asir-55897	98	31	-	-	PUNCT
asir-55897	98	32	based	base	VERB
asir-55897	98	33	well	well	ADV
asir-55897	98	34	leakage	leakage	NOUN
asir-55897	98	35	intelligent	intelligent	ADJ
asir-55897	98	36	monitoring	monitoring	NOUN
asir-55897	98	37	method	method	NOUN
asir-55897	98	38	and	and	CCONJ
asir-55897	98	39	neural	neural	ADJ
asir-55897	98	40	network	network	NOUN
asir-55897	98	41	-	-	PUNCT
asir-55897	98	42	based	base	VERB
asir-55897	98	43	well	well	ADV
asir-55897	98	44	leakage	leakage	NOUN
asir-55897	98	45	intelligent	intelligent	ADJ
asir-55897	98	46	monitoring	monitoring	NOUN
asir-55897	98	47	method	method	NOUN
asir-55897	98	48	.	.	PUNCT
asir-55897	99	1	5.1	5.1	NUM
asir-55897	99	2	intelligent	intelligent	ADJ
asir-55897	99	3	monitoring	monitoring	NOUN
asir-55897	99	4	method	method	NOUN
asir-55897	99	5	for	for	ADP
asir-55897	99	6	well	well	ADJ
asir-55897	99	7	leakage	leakage	NOUN
asir-55897	99	8	based	base	VERB
asir-55897	99	9	on	on	ADP
asir-55897	99	10	non	non	ADJ
asir-55897	99	11	-	-	ADJ
asir-55897	99	12	neural	neural	ADJ
asir-55897	99	13	network	network	NOUN
asir-55897	99	14	non	non	ADJ
asir-55897	99	15	-	-	ADJ
asir-55897	99	16	neural	neural	ADJ
asir-55897	99	17	network	network	NOUN
asir-55897	99	18	is	be	AUX
asir-55897	99	19	a	a	DET
asir-55897	99	20	traditional	traditional	ADJ
asir-55897	99	21	machine	machine	NOUN
asir-55897	99	22	learning	learning	NOUN
asir-55897	99	23	method	method	NOUN
asir-55897	99	24	distinguished	distinguish	VERB
asir-55897	99	25	from	from	ADP
asir-55897	99	26	neural	neural	ADJ
asir-55897	99	27	network	network	NOUN
asir-55897	99	28	,	,	PUNCT
asir-55897	99	29	which	which	PRON
asir-55897	99	30	does	do	AUX
asir-55897	99	31	not	not	PART
asir-55897	99	32	rely	rely	VERB
asir-55897	99	33	on	on	ADP
asir-55897	99	34	multi	multi	ADJ
asir-55897	99	35	-	-	ADJ
asir-55897	99	36	layer	layer	ADJ
asir-55897	99	37	neuron	neuron	NOUN
asir-55897	99	38	structure	structure	NOUN
asir-55897	99	39	to	to	PART
asir-55897	99	40	automatically	automatically	ADV
asir-55897	99	41	extract	extract	VERB
asir-55897	99	42	features	feature	NOUN
asir-55897	99	43	,	,	PUNCT
asir-55897	99	44	but	but	CCONJ
asir-55897	99	45	constructs	construct	VERB
asir-55897	99	46	the	the	DET
asir-55897	99	47	prediction	prediction	NOUN
asir-55897	99	48	mechanism	mechanism	NOUN
asir-55897	99	49	through	through	ADP
asir-55897	99	50	explicit	explicit	ADJ
asir-55897	99	51	mathematical	mathematical	ADJ
asir-55897	99	52	models	model	NOUN
asir-55897	99	53	or	or	CCONJ
asir-55897	99	54	statistical	statistical	ADJ
asir-55897	99	55	laws	law	NOUN
asir-55897	99	56	,	,	PUNCT
asir-55897	99	57	and	and	CCONJ
asir-55897	99	58	typical	typical	ADJ
asir-55897	99	59	non	non	ADJ
asir-55897	99	60	-	-	ADJ
asir-55897	99	61	neural	neural	ADJ
asir-55897	99	62	network	network	NOUN
asir-55897	99	63	algorithms	algorithm	NOUN
asir-55897	99	64	include	include	VERB
asir-55897	99	65	linear	linear	PROPN
asir-55897	99	66	regression	regression	NOUN
asir-55897	99	67	,	,	PUNCT
asir-55897	99	68	support	support	NOUN
asir-55897	99	69	vector	vector	NOUN
asir-55897	99	70	machine	machine	NOUN
asir-55897	99	71	,	,	PUNCT
asir-55897	99	72	decision	decision	NOUN
asir-55897	99	73	tree	tree	NOUN
asir-55897	99	74	,	,	PUNCT
asir-55897	99	75	and	and	CCONJ
asir-55897	99	76	plain	plain	ADJ
asir-55897	99	77	bayes	bayes	NOUN
asir-55897	99	78	.	.	PUNCT
asir-55897	100	1	in	in	ADP
asir-55897	100	2	2018	2018	NUM
asir-55897	100	3	,	,	PUNCT
asir-55897	100	4	li	li	PROPN
asir-55897	100	5	et	et	PROPN
asir-55897	100	6	al	al	PROPN
asir-55897	100	7	.	.	PROPN
asir-55897	100	8	found	find	VERB
asir-55897	100	9	that	that	SCONJ
asir-55897	100	10	by	by	ADP
asir-55897	100	11	comparing	compare	VERB
asir-55897	100	12	three	three	NUM
asir-55897	100	13	machine	machine	NOUN
asir-55897	100	14	learning	learning	NOUN
asir-55897	100	15	algorithms	algorithm	NOUN
asir-55897	100	16	,	,	PUNCT
asir-55897	100	17	namely	namely	ADV
asir-55897	100	18	bp	bp	PROPN
asir-55897	100	19	neural	neural	ADJ
asir-55897	100	20	network	network	NOUN
asir-55897	100	21	,	,	PUNCT
asir-55897	100	22	support	support	NOUN
asir-55897	100	23	vector	vector	NOUN
asir-55897	100	24	machine	machine	NOUN
asir-55897	100	25	,	,	PUNCT
asir-55897	100	26	and	and	CCONJ
asir-55897	100	27	random	random	ADJ
asir-55897	100	28	forest	forest	NOUN
asir-55897	100	29	,	,	PUNCT
asir-55897	100	30	in	in	ADP
asir-55897	100	31	well	well	INTJ
asir-55897	100	32	leakage	leakage	NOUN
asir-55897	100	33	prediction	prediction	NOUN
asir-55897	100	34	,	,	PUNCT
asir-55897	100	35	the	the	DET
asir-55897	100	36	random	random	ADJ
asir-55897	100	37	forest	forest	NOUN
asir-55897	100	38	algorithm	algorithm	NOUN
asir-55897	100	39	has	have	VERB
asir-55897	100	40	a	a	DET
asir-55897	100	41	higher	high	ADJ
asir-55897	100	42	prediction	prediction	NOUN
asir-55897	100	43	accuracy	accuracy	NOUN
asir-55897	100	44	when	when	SCONJ
asir-55897	100	45	the	the	DET
asir-55897	100	46	input	input	NOUN
asir-55897	100	47	parameters	parameter	NOUN
asir-55897	100	48	are	be	AUX
asir-55897	100	49	12	12	NUM
asir-55897	100	50	parameters	parameter	NOUN
asir-55897	100	51	such	such	ADJ
asir-55897	100	52	as	as	ADP
asir-55897	100	53	drilling	drilling	NOUN
asir-55897	100	54	conditions	condition	NOUN
asir-55897	100	55	,	,	PUNCT
asir-55897	100	56	drilling	drill	VERB
asir-55897	100	57	fluid	fluid	ADJ
asir-55897	100	58	performance	performance	NOUN
asir-55897	100	59	,	,	PUNCT
asir-55897	100	60	and	and	CCONJ
asir-55897	100	61	formation	formation	NOUN
asir-55897	100	62	rock	rock	NOUN
asir-55897	100	63	properties	property	NOUN
asir-55897	100	64	,	,	PUNCT
asir-55897	100	65	while	while	SCONJ
asir-55897	100	66	the	the	DET
asir-55897	100	67	support	support	NOUN
asir-55897	100	68	vector	vector	NOUN
asir-55897	100	69	machine	machine	NOUN
asir-55897	100	70	has	have	VERB
asir-55897	100	71	a	a	DET
asir-55897	100	72	poorer	poor	ADJ
asir-55897	100	73	accuracy	accuracy	NOUN
asir-55897	100	74	.	.	PUNCT
asir-55897	101	1	based	base	VERB
asir-55897	101	2	on	on	ADP
asir-55897	101	3	this	this	PRON
asir-55897	101	4	,	,	PUNCT
asir-55897	101	5	liu	liu	PROPN
asir-55897	101	6	biao	biao	PROPN
asir-55897	101	7	et	et	PROPN
asir-55897	101	8	al	al	PROPN
asir-55897	101	9	.	.	PROPN
asir-55897	102	1	(	(	PUNCT
asir-55897	102	2	2019	2019	NUM
asir-55897	102	3	)	)	PUNCT
asir-55897	102	4	improved	improve	VERB
asir-55897	102	5	the	the	DET
asir-55897	102	6	support	support	NOUN
asir-55897	102	7	vector	vector	NOUN
asir-55897	102	8	machine	machine	NOUN
asir-55897	102	9	model	model	NOUN
asir-55897	102	10	and	and	CCONJ
asir-55897	102	11	proposed	propose	VERB
asir-55897	102	12	a	a	DET
asir-55897	102	13	well	well	ADV
asir-55897	102	14	leakage	leakage	NOUN
asir-55897	102	15	early	early	ADJ
asir-55897	102	16	warning	warning	NOUN
asir-55897	102	17	model	model	NOUN
asir-55897	102	18	based	base	VERB
asir-55897	102	19	on	on	ADP
asir-55897	102	20	support	support	NOUN
asir-55897	102	21	vector	vector	NOUN
asir-55897	102	22	regression	regression	NOUN
asir-55897	102	23	,	,	PUNCT
asir-55897	102	24	and	and	CCONJ
asir-55897	102	25	the	the	DET
asir-55897	102	26	field	field	NOUN
asir-55897	102	27	application	application	NOUN
asir-55897	102	28	found	find	VERB
asir-55897	102	29	that	that	SCONJ
asir-55897	102	30	the	the	DET
asir-55897	102	31	model	model	NOUN
asir-55897	102	32	was	be	AUX
asir-55897	102	33	able	able	ADJ
asir-55897	102	34	to	to	PART
asir-55897	102	35	predict	predict	VERB
asir-55897	102	36	well	well	ADJ
asir-55897	102	37	leakage	leakage	NOUN
asir-55897	102	38	conditions	condition	NOUN
asir-55897	102	39	during	during	ADP
asir-55897	102	40	drilling	drill	VERB
asir-55897	102	41	wells	well	NOUN
asir-55897	102	42	well	well	ADV
asir-55897	102	43	qualitatively	qualitatively	ADV
asir-55897	102	44	and	and	CCONJ
asir-55897	102	45	quantitatively.in	quantitatively.in	X
asir-55897	102	46	2020	2020	NUM
asir-55897	102	47	,	,	PUNCT
asir-55897	102	48	shi	shi	PROPN
asir-55897	102	49	xiaoyan	xiaoyan	PROPN
asir-55897	102	50	et	et	PROPN
asir-55897	102	51	al	al	PROPN
asir-55897	102	52	.	.	PROPN
asir-55897	102	53	established	establish	VERB
asir-55897	102	54	a	a	DET
asir-55897	102	55	well	well	ADV
asir-55897	102	56	leakage	leakage	NOUN
asir-55897	102	57	early	early	ADJ
asir-55897	102	58	warning	warning	NOUN
asir-55897	102	59	model	model	NOUN
asir-55897	102	60	through	through	ADP
asir-55897	102	61	the	the	DET
asir-55897	102	62	random	random	ADJ
asir-55897	102	63	forest	forest	NOUN
asir-55897	102	64	method	method	NOUN
asir-55897	102	65	and	and	CCONJ
asir-55897	102	66	screened	screen	VERB
asir-55897	102	67	out	out	ADP
asir-55897	102	68	the	the	DET
asir-55897	102	69	pressure	pressure	NOUN
asir-55897	102	70	,	,	PUNCT
asir-55897	102	71	well	well	ADV
asir-55897	102	72	depth	depth	NOUN
asir-55897	102	73	,	,	PUNCT
asir-55897	102	74	inlet	inlet	VERB
asir-55897	102	75	flow	flow	NOUN
asir-55897	102	76	rate	rate	NOUN
asir-55897	102	77	and	and	CCONJ
asir-55897	102	78	other	other	ADJ
asir-55897	102	79	10	10	NUM
asir-55897	102	80	strongly	strongly	ADV
asir-55897	102	81	related	relate	VERB
asir-55897	102	82	input	input	NOUN
asir-55897	102	83	parameters	parameter	NOUN
asir-55897	102	84	,	,	PUNCT
asir-55897	102	85	and	and	CCONJ
asir-55897	102	86	accurately	accurately	ADV
asir-55897	102	87	predicted	predict	VERB
asir-55897	102	88	the	the	DET
asir-55897	102	89	complex	complex	ADJ
asir-55897	102	90	well	well	INTJ
asir-55897	102	91	leakage	leakage	NOUN
asir-55897	102	92	accidents	accident	NOUN
asir-55897	102	93	in	in	ADP
asir-55897	102	94	tarim	tarim	PROPN
asir-55897	102	95	oilfield	oilfield	PROPN
asir-55897	102	96	.	.	PUNCT
asir-55897	103	1	chen	chen	PROPN
asir-55897	103	2	kaifeng	kaifeng	PROPN
asir-55897	103	3	et	et	PROPN
asir-55897	103	4	al	al	PROPN
asir-55897	103	5	.	.	PROPN
asir-55897	103	6	(	(	PUNCT
asir-55897	103	7	2022	2022	NUM
asir-55897	103	8	)	)	PUNCT
asir-55897	103	9	compared	compare	VERB
asir-55897	103	10	four	four	NUM
asir-55897	103	11	algorithms	algorithm	NOUN
asir-55897	103	12	,	,	PUNCT
asir-55897	103	13	namely	namely	ADV
asir-55897	103	14	,	,	PUNCT
asir-55897	103	15	random	random	ADJ
asir-55897	103	16	forest	forest	NOUN
asir-55897	103	17	,	,	PUNCT
asir-55897	103	18	support	support	NOUN
asir-55897	103	19	vector	vector	NOUN
asir-55897	103	20	machine	machine	NOUN
asir-55897	103	21	,	,	PUNCT
asir-55897	103	22	bp	bp	PROPN
asir-55897	103	23	neural	neural	ADJ
asir-55897	103	24	network	network	NOUN
asir-55897	103	25	and	and	CCONJ
asir-55897	103	26	logistic	logistic	ADJ
asir-55897	103	27	regression	regression	NOUN
asir-55897	103	28	,	,	PUNCT
asir-55897	103	29	in	in	ADP
asir-55897	103	30	the	the	DET
asir-55897	103	31	direction	direction	NOUN
asir-55897	103	32	of	of	ADP
asir-55897	103	33	intelligent	intelligent	ADJ
asir-55897	103	34	prediction	prediction	NOUN
asir-55897	103	35	of	of	ADP
asir-55897	103	36	well	well	INTJ
asir-55897	103	37	leakage	leakage	NOUN
asir-55897	103	38	and	and	CCONJ
asir-55897	103	39	found	find	VERB
asir-55897	103	40	that	that	SCONJ
asir-55897	103	41	,	,	PUNCT
asir-55897	103	42	compared	compare	VERB
asir-55897	103	43	with	with	ADP
asir-55897	103	44	the	the	DET
asir-55897	103	45	other	other	ADJ
asir-55897	103	46	three	three	NUM
asir-55897	103	47	algorithms	algorithm	NOUN
asir-55897	103	48	,	,	PUNCT
asir-55897	103	49	the	the	DET
asir-55897	103	50	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	103	51	applied	apply	VERB
asir-55897	103	52	science	science	NOUN
asir-55897	103	53	and	and	CCONJ
asir-55897	103	54	innovative	innovative	ADJ
asir-55897	103	55	research	research	NOUN
asir-55897	103	56	vol	vol	NOUN
asir-55897	103	57	.	.	PUNCT
asir-55897	104	1	9	9	NUM
asir-55897	104	2	,	,	PUNCT
asir-55897	104	3	no	no	INTJ
asir-55897	104	4	.	.	NOUN
asir-55897	104	5	2	2	NUM
asir-55897	104	6	,	,	PUNCT
asir-55897	104	7	2025	2025	NUM
asir-55897	104	8	8	8	NUM
asir-55897	104	9	published	publish	VERB
asir-55897	104	10	by	by	ADP
asir-55897	104	11	scholink	scholink	PROPN
asir-55897	104	12	inc	inc	PROPN
asir-55897	104	13	.	.	PROPN
asir-55897	104	14	random	random	PROPN
asir-55897	104	15	forest	forest	NOUN
asir-55897	104	16	model	model	NOUN
asir-55897	104	17	was	be	AUX
asir-55897	104	18	able	able	ADJ
asir-55897	104	19	to	to	PART
asir-55897	104	20	accurately	accurately	ADV
asir-55897	104	21	identify	identify	VERB
asir-55897	104	22	well	well	ADV
asir-55897	104	23	leakage	leakage	NOUN
asir-55897	104	24	well	well	ADJ
asir-55897	104	25	segments	segment	NOUN
asir-55897	104	26	to	to	PART
asir-55897	104	27	meet	meet	VERB
asir-55897	104	28	the	the	DET
asir-55897	104	29	needs	need	NOUN
asir-55897	104	30	of	of	ADP
asir-55897	104	31	on	on	ADP
asir-55897	104	32	-	-	PUNCT
asir-55897	104	33	site	site	NOUN
asir-55897	104	34	engineering	engineering	NOUN
asir-55897	104	35	and	and	CCONJ
asir-55897	104	36	had	have	VERB
asir-55897	104	37	an	an	DET
asir-55897	104	38	accuracy	accuracy	NOUN
asir-55897	104	39	of	of	ADP
asir-55897	104	40	up	up	ADP
asir-55897	104	41	to	to	PART
asir-55897	104	42	98	98	NUM
asir-55897	104	43	%	%	NOUN
asir-55897	104	44	,	,	PUNCT
asir-55897	104	45	which	which	PRON
asir-55897	104	46	further	far	ADV
asir-55897	104	47	verified	verify	VERB
asir-55897	104	48	the	the	DET
asir-55897	104	49	advantages	advantage	NOUN
asir-55897	104	50	of	of	ADP
asir-55897	104	51	the	the	DET
asir-55897	104	52	random	random	ADJ
asir-55897	104	53	forest	forest	NOUN
asir-55897	104	54	in	in	ADP
asir-55897	104	55	the	the	DET
asir-55897	104	56	monitoring	monitoring	NOUN
asir-55897	104	57	of	of	ADP
asir-55897	104	58	well	well	ADJ
asir-55897	104	59	leakage	leakage	NOUN
asir-55897	104	60	.	.	PUNCT
asir-55897	105	1	xin	xin	PROPN
asir-55897	105	2	wang	wang	PROPN
asir-55897	105	3	et	et	PROPN
asir-55897	105	4	al	al	PROPN
asir-55897	105	5	.	.	PROPN
asir-55897	105	6	(	(	PUNCT
asir-55897	105	7	2022	2022	NUM
asir-55897	105	8	)	)	PUNCT
asir-55897	105	9	proposed	propose	VERB
asir-55897	105	10	a	a	DET
asir-55897	105	11	well	well	ADV
asir-55897	105	12	leakage	leakage	NOUN
asir-55897	105	13	prediction	prediction	NOUN
asir-55897	105	14	method	method	NOUN
asir-55897	105	15	with	with	ADP
asir-55897	105	16	an	an	DET
asir-55897	105	17	improved	improved	ADJ
asir-55897	105	18	sparrow	sparrow	NOUN
asir-55897	105	19	search	search	NOUN
asir-55897	105	20	algorithm	algorithm	NOUN
asir-55897	105	21	for	for	ADP
asir-55897	105	22	optimising	optimise	VERB
asir-55897	105	23	the	the	DET
asir-55897	105	24	support	support	NOUN
asir-55897	105	25	vector	vector	NOUN
asir-55897	105	26	machine	machine	NOUN
asir-55897	105	27	,	,	PUNCT
asir-55897	105	28	which	which	PRON
asir-55897	105	29	used	use	VERB
asir-55897	105	30	the	the	DET
asir-55897	105	31	improved	improved	ADJ
asir-55897	105	32	sparrow	sparrow	NOUN
asir-55897	105	33	search	search	NOUN
asir-55897	105	34	algorithm	algorithm	NOUN
asir-55897	105	35	to	to	PART
asir-55897	105	36	optimise	optimise	VERB
asir-55897	105	37	the	the	DET
asir-55897	105	38	penalty	penalty	NOUN
asir-55897	105	39	parameter	parameter	NOUN
asir-55897	105	40	c	c	PROPN
asir-55897	105	41	and	and	CCONJ
asir-55897	105	42	kernel	kernel	PROPN
asir-55897	105	43	parameter	parameter	PROPN
asir-55897	105	44	g	g	PROPN
asir-55897	105	45	of	of	ADP
asir-55897	105	46	the	the	DET
asir-55897	105	47	support	support	NOUN
asir-55897	105	48	vector	vector	NOUN
asir-55897	105	49	machine	machine	NOUN
asir-55897	105	50	(	(	PUNCT
asir-55897	105	51	issa	issa	ADJ
asir-55897	105	52	-	-	PUNCT
asir-55897	105	53	svm	svm	NOUN
asir-55897	105	54	)	)	PUNCT
asir-55897	105	55	for	for	ADP
asir-55897	105	56	the	the	DET
asir-55897	105	57	prediction	prediction	NOUN
asir-55897	105	58	of	of	ADP
asir-55897	105	59	well	well	ADJ
asir-55897	105	60	leakage	leakage	NOUN
asir-55897	105	61	accidents	accident	NOUN
asir-55897	105	62	,	,	PUNCT
asir-55897	105	63	and	and	CCONJ
asir-55897	105	64	achieved	achieve	VERB
asir-55897	105	65	a	a	DET
asir-55897	105	66	large	large	ADJ
asir-55897	105	67	improvement	improvement	NOUN
asir-55897	105	68	in	in	ADP
asir-55897	105	69	the	the	DET
asir-55897	105	70	prediction	prediction	NOUN
asir-55897	105	71	accuracy	accuracy	NOUN
asir-55897	105	72	and	and	CCONJ
asir-55897	105	73	computation	computation	NOUN
asir-55897	105	74	time	time	NOUN
asir-55897	105	75	.	.	PUNCT
asir-55897	106	1	based	base	VERB
asir-55897	106	2	on	on	ADP
asir-55897	106	3	this	this	PRON
asir-55897	106	4	,	,	PUNCT
asir-55897	106	5	bai	bai	PROPN
asir-55897	106	6	et	et	PROPN
asir-55897	106	7	al	al	PROPN
asir-55897	106	8	.	.	PROPN
asir-55897	107	1	(	(	PUNCT
asir-55897	107	2	2024	2024	NUM
asir-55897	107	3	)	)	PUNCT
asir-55897	107	4	proposed	propose	VERB
asir-55897	107	5	an	an	DET
asir-55897	107	6	improved	improve	VERB
asir-55897	107	7	random	random	ADJ
asir-55897	107	8	forest	forest	NOUN
asir-55897	107	9	algorithm	algorithm	NOUN
asir-55897	107	10	based	base	VERB
asir-55897	107	11	on	on	ADP
asir-55897	107	12	the	the	DET
asir-55897	107	13	m5	m5	PROPN
asir-55897	107	14	model	model	NOUN
asir-55897	107	15	tree	tree	NOUN
asir-55897	107	16	and	and	CCONJ
asir-55897	107	17	established	establish	VERB
asir-55897	107	18	an	an	DET
asir-55897	107	19	issa	issa	ADJ
asir-55897	107	20	-	-	PUNCT
asir-55897	107	21	irf	irf	PROPN
asir-55897	107	22	well	well	PROPN
asir-55897	107	23	leakage	leakage	NOUN
asir-55897	107	24	prediction	prediction	NOUN
asir-55897	107	25	model	model	NOUN
asir-55897	107	26	based	base	VERB
asir-55897	107	27	on	on	ADP
asir-55897	107	28	the	the	DET
asir-55897	107	29	improved	improved	ADJ
asir-55897	107	30	sparrow	sparrow	NOUN
asir-55897	107	31	search	search	NOUN
asir-55897	107	32	algorithm	algorithm	NOUN
asir-55897	107	33	,	,	PUNCT
asir-55897	107	34	which	which	PRON
asir-55897	107	35	further	far	ADV
asir-55897	107	36	improved	improve	VERB
asir-55897	107	37	the	the	DET
asir-55897	107	38	well	well	ADJ
asir-55897	107	39	leakage	leakage	NOUN
asir-55897	107	40	prediction	prediction	NOUN
asir-55897	107	41	model	model	NOUN
asir-55897	107	42	accuracy	accuracy	NOUN
asir-55897	107	43	and	and	CCONJ
asir-55897	107	44	robustness	robustness	NOUN
asir-55897	107	45	.	.	PUNCT
asir-55897	108	1	in	in	ADP
asir-55897	108	2	summary	summary	NOUN
asir-55897	108	3	,	,	PUNCT
asir-55897	108	4	the	the	DET
asir-55897	108	5	random	random	ADJ
asir-55897	108	6	forest	forest	NOUN
asir-55897	108	7	algorithm	algorithm	NOUN
asir-55897	108	8	for	for	ADP
asir-55897	108	9	predicting	predict	VERB
asir-55897	108	10	well	well	ADJ
asir-55897	108	11	leakage	leakage	NOUN
asir-55897	108	12	accidents	accident	NOUN
asir-55897	108	13	is	be	AUX
asir-55897	108	14	a	a	DET
asir-55897	108	15	very	very	ADV
asir-55897	108	16	effective	effective	ADJ
asir-55897	108	17	prediction	prediction	NOUN
asir-55897	108	18	method	method	NOUN
asir-55897	108	19	in	in	ADP
asir-55897	108	20	many	many	ADJ
asir-55897	108	21	cases	case	NOUN
asir-55897	108	22	,	,	PUNCT
asir-55897	108	23	and	and	CCONJ
asir-55897	108	24	the	the	DET
asir-55897	108	25	random	random	ADJ
asir-55897	108	26	forest	forest	NOUN
asir-55897	108	27	-	-	PUNCT
asir-55897	108	28	based	base	VERB
asir-55897	108	29	multi	multi	ADJ
asir-55897	108	30	-	-	ADJ
asir-55897	108	31	machine	machine	ADJ
asir-55897	108	32	learning	learning	NOUN
asir-55897	108	33	method	method	NOUN
asir-55897	108	34	will	will	AUX
asir-55897	108	35	become	become	VERB
asir-55897	108	36	the	the	DET
asir-55897	108	37	main	main	ADJ
asir-55897	108	38	development	development	NOUN
asir-55897	108	39	direction	direction	NOUN
asir-55897	108	40	in	in	ADP
asir-55897	108	41	the	the	DET
asir-55897	108	42	future	future	NOUN
asir-55897	108	43	.	.	PUNCT
asir-55897	109	1	5.2	5.2	NUM
asir-55897	109	2	intelligent	intelligent	ADJ
asir-55897	109	3	monitoring	monitoring	NOUN
asir-55897	109	4	method	method	NOUN
asir-55897	109	5	for	for	ADP
asir-55897	109	6	well	well	ADJ
asir-55897	109	7	leakage	leakage	NOUN
asir-55897	109	8	based	base	VERB
asir-55897	109	9	on	on	ADP
asir-55897	109	10	neural	neural	ADJ
asir-55897	109	11	network	network	NOUN
asir-55897	109	12	in	in	ADP
asir-55897	109	13	recent	recent	ADJ
asir-55897	109	14	years	year	NOUN
asir-55897	109	15	,	,	PUNCT
asir-55897	109	16	more	more	ADJ
asir-55897	109	17	and	and	CCONJ
asir-55897	109	18	more	more	ADJ
asir-55897	109	19	scholars	scholar	NOUN
asir-55897	109	20	have	have	AUX
asir-55897	109	21	found	find	VERB
asir-55897	109	22	that	that	SCONJ
asir-55897	109	23	neural	neural	ADJ
asir-55897	109	24	network	network	NOUN
asir-55897	109	25	algorithms	algorithm	NOUN
asir-55897	109	26	have	have	VERB
asir-55897	109	27	good	good	ADJ
asir-55897	109	28	application	application	NOUN
asir-55897	109	29	effects	effect	NOUN
asir-55897	109	30	in	in	ADP
asir-55897	109	31	well	well	ADJ
asir-55897	109	32	leakage	leakage	NOUN
asir-55897	109	33	monitoring	monitoring	NOUN
asir-55897	109	34	.	.	PUNCT
asir-55897	110	1	neural	neural	ADJ
asir-55897	110	2	network	network	NOUN
asir-55897	110	3	is	be	AUX
asir-55897	110	4	a	a	DET
asir-55897	110	5	machine	machine	NOUN
asir-55897	110	6	learning	learn	VERB
asir-55897	110	7	algorithm	algorithm	NOUN
asir-55897	110	8	based	base	VERB
asir-55897	110	9	on	on	ADP
asir-55897	110	10	artificial	artificial	ADJ
asir-55897	110	11	neurons	neuron	NOUN
asir-55897	110	12	,	,	PUNCT
asir-55897	110	13	which	which	PRON
asir-55897	110	14	consists	consist	VERB
asir-55897	110	15	of	of	ADP
asir-55897	110	16	a	a	DET
asir-55897	110	17	large	large	ADJ
asir-55897	110	18	number	number	NOUN
asir-55897	110	19	of	of	ADP
asir-55897	110	20	neuron	neuron	NOUN
asir-55897	110	21	nodes	node	NOUN
asir-55897	110	22	interconnected	interconnect	VERB
asir-55897	110	23	with	with	ADP
asir-55897	110	24	each	each	DET
asir-55897	110	25	other	other	ADJ
asir-55897	110	26	,	,	PUNCT
asir-55897	110	27	and	and	CCONJ
asir-55897	110	28	these	these	DET
asir-55897	110	29	nodes	node	NOUN
asir-55897	110	30	are	be	AUX
asir-55897	110	31	connected	connect	VERB
asir-55897	110	32	to	to	ADP
asir-55897	110	33	each	each	DET
asir-55897	110	34	other	other	ADJ
asir-55897	110	35	in	in	ADP
asir-55897	110	36	the	the	DET
asir-55897	110	37	network	network	NOUN
asir-55897	110	38	,	,	PUNCT
asir-55897	110	39	which	which	PRON
asir-55897	110	40	can	can	AUX
asir-55897	110	41	deal	deal	VERB
asir-55897	110	42	with	with	ADP
asir-55897	110	43	complex	complex	ADJ
asir-55897	110	44	data	datum	NOUN
asir-55897	110	45	inputs	input	NOUN
asir-55897	110	46	and	and	CCONJ
asir-55897	110	47	perform	perform	VERB
asir-55897	110	48	various	various	ADJ
asir-55897	110	49	classification	classification	NOUN
asir-55897	110	50	and	and	CCONJ
asir-55897	110	51	regression	regression	NOUN
asir-55897	110	52	tasks	task	NOUN
asir-55897	110	53	.	.	PUNCT
asir-55897	111	1	compared	compare	VERB
asir-55897	111	2	to	to	ADP
asir-55897	111	3	non	non	ADJ
asir-55897	111	4	-	-	ADJ
asir-55897	111	5	neural	neural	ADJ
asir-55897	111	6	networks	network	NOUN
asir-55897	111	7	,	,	PUNCT
asir-55897	111	8	neural	neural	ADJ
asir-55897	111	9	network	network	NOUN
asir-55897	111	10	algorithms	algorithm	NOUN
asir-55897	111	11	have	have	VERB
asir-55897	111	12	a	a	DET
asir-55897	111	13	larger	large	ADJ
asir-55897	111	14	amount	amount	NOUN
asir-55897	111	15	of	of	ADP
asir-55897	111	16	data	datum	NOUN
asir-55897	111	17	processing	processing	NOUN
asir-55897	111	18	and	and	CCONJ
asir-55897	111	19	greater	great	ADJ
asir-55897	111	20	data	datum	NOUN
asir-55897	111	21	processing	processing	NOUN
asir-55897	111	22	capabilities	capability	NOUN
asir-55897	111	23	.	.	PUNCT
asir-55897	112	1	in	in	ADP
asir-55897	112	2	2018	2018	NUM
asir-55897	112	3	,	,	PUNCT
asir-55897	112	4	agin	agin	VERB
asir-55897	112	5	et	et	PROPN
asir-55897	112	6	al	al	PROPN
asir-55897	112	7	.	.	PROPN
asir-55897	112	8	established	establish	VERB
asir-55897	112	9	a	a	DET
asir-55897	112	10	well	well	ADV
asir-55897	112	11	leakage	leakage	NOUN
asir-55897	112	12	prediction	prediction	NOUN
asir-55897	112	13	model	model	NOUN
asir-55897	112	14	based	base	VERB
asir-55897	112	15	on	on	ADP
asir-55897	112	16	an	an	DET
asir-55897	112	17	adaptive	adaptive	ADJ
asir-55897	112	18	neuro	neuro	NOUN
asir-55897	112	19	-	-	PUNCT
asir-55897	112	20	fuzzy	fuzzy	ADJ
asir-55897	112	21	inference	inference	NOUN
asir-55897	112	22	system	system	NOUN
asir-55897	112	23	and	and	CCONJ
asir-55897	112	24	used	use	VERB
asir-55897	112	25	data	datum	NOUN
asir-55897	112	26	mining	mining	NOUN
asir-55897	112	27	techniques	technique	NOUN
asir-55897	112	28	to	to	PART
asir-55897	112	29	analyse	analyse	VERB
asir-55897	112	30	the	the	DET
asir-55897	112	31	drilling	drilling	NOUN
asir-55897	112	32	data	datum	NOUN
asir-55897	112	33	to	to	PART
asir-55897	112	34	determine	determine	VERB
asir-55897	112	35	the	the	DET
asir-55897	112	36	characteristic	characteristic	ADJ
asir-55897	112	37	parameters	parameter	NOUN
asir-55897	112	38	that	that	PRON
asir-55897	112	39	have	have	VERB
asir-55897	112	40	a	a	DET
asir-55897	112	41	greater	great	ADJ
asir-55897	112	42	impact	impact	NOUN
asir-55897	112	43	on	on	ADP
asir-55897	112	44	the	the	DET
asir-55897	112	45	occurrence	occurrence	NOUN
asir-55897	112	46	of	of	ADP
asir-55897	112	47	well	well	ADJ
asir-55897	112	48	leakage	leakage	NOUN
asir-55897	112	49	accidents	accident	NOUN
asir-55897	112	50	,	,	PUNCT
asir-55897	112	51	which	which	PRON
asir-55897	112	52	improves	improve	VERB
asir-55897	112	53	the	the	DET
asir-55897	112	54	accuracy	accuracy	NOUN
asir-55897	112	55	of	of	ADP
asir-55897	112	56	well	well	ADJ
asir-55897	112	57	leakage	leakage	NOUN
asir-55897	112	58	prediction	prediction	NOUN
asir-55897	112	59	.	.	PUNCT
asir-55897	113	1	aljubran	aljubran	PROPN
asir-55897	113	2	et	et	PROPN
asir-55897	113	3	al	al	PROPN
asir-55897	113	4	.	.	PROPN
asir-55897	114	1	(	(	PUNCT
asir-55897	114	2	2021	2021	NUM
asir-55897	114	3	)	)	PUNCT
asir-55897	114	4	established	establish	VERB
asir-55897	114	5	a	a	DET
asir-55897	114	6	well	well	ADV
asir-55897	114	7	leakage	leakage	NOUN
asir-55897	114	8	accident	accident	NOUN
asir-55897	114	9	prediction	prediction	NOUN
asir-55897	114	10	model	model	NOUN
asir-55897	114	11	based	base	VERB
asir-55897	114	12	on	on	ADP
asir-55897	114	13	deep	deep	ADJ
asir-55897	114	14	learning	learning	NOUN
asir-55897	114	15	and	and	CCONJ
asir-55897	114	16	time	time	NOUN
asir-55897	114	17	series	series	PROPN
asir-55897	114	18	analysis	analysis	NOUN
asir-55897	114	19	.	.	PUNCT
asir-55897	115	1	the	the	DET
asir-55897	115	2	results	result	NOUN
asir-55897	115	3	showed	show	VERB
asir-55897	115	4	that	that	SCONJ
asir-55897	115	5	the	the	DET
asir-55897	115	6	use	use	NOUN
asir-55897	115	7	of	of	ADP
asir-55897	115	8	one	one	NUM
asir-55897	115	9	-	-	PUNCT
asir-55897	115	10	dimensional	dimensional	ADJ
asir-55897	115	11	convolutional	convolutional	ADJ
asir-55897	115	12	neural	neural	ADJ
asir-55897	115	13	network	network	NOUN
asir-55897	115	14	can	can	AUX
asir-55897	115	15	effectively	effectively	ADV
asir-55897	115	16	predict	predict	VERB
asir-55897	115	17	well	well	ADJ
asir-55897	115	18	leakage	leakage	NOUN
asir-55897	115	19	accidents	accident	NOUN
asir-55897	115	20	.	.	PUNCT
asir-55897	116	1	song	song	PROPN
asir-55897	116	2	yan	yan	PROPN
asir-55897	116	3	et	et	PROPN
asir-55897	116	4	al	al	PROPN
asir-55897	116	5	.	.	PROPN
asir-55897	116	6	(	(	PUNCT
asir-55897	116	7	2022	2022	NUM
asir-55897	116	8	)	)	PUNCT
asir-55897	116	9	proposed	propose	VERB
asir-55897	116	10	a	a	DET
asir-55897	116	11	well	well	ADV
asir-55897	116	12	leakage	leakage	NOUN
asir-55897	116	13	intelligent	intelligent	ADJ
asir-55897	116	14	monitoring	monitoring	NOUN
asir-55897	116	15	model	model	NOUN
asir-55897	116	16	based	base	VERB
asir-55897	116	17	on	on	ADP
asir-55897	116	18	limit	limit	NOUN
asir-55897	116	19	learning	learn	VERB
asir-55897	116	20	machine	machine	NOUN
asir-55897	116	21	,	,	PUNCT
asir-55897	116	22	and	and	CCONJ
asir-55897	116	23	optimised	optimise	VERB
asir-55897	116	24	the	the	DET
asir-55897	116	25	limit	limit	NOUN
asir-55897	116	26	learning	learn	VERB
asir-55897	116	27	machine	machine	NOUN
asir-55897	116	28	by	by	ADP
asir-55897	116	29	sparrow	sparrow	ADJ
asir-55897	116	30	search	search	NOUN
asir-55897	116	31	algorithm	algorithm	NOUN
asir-55897	116	32	to	to	PART
asir-55897	116	33	further	far	ADV
asir-55897	116	34	improve	improve	VERB
asir-55897	116	35	the	the	DET
asir-55897	116	36	convergence	convergence	NOUN
asir-55897	116	37	speed	speed	NOUN
asir-55897	116	38	and	and	CCONJ
asir-55897	116	39	accuracy	accuracy	NOUN
asir-55897	116	40	of	of	ADP
asir-55897	116	41	the	the	DET
asir-55897	116	42	model	model	NOUN
asir-55897	116	43	.	.	PUNCT
asir-55897	117	1	luo	luo	PROPN
asir-55897	117	2	ming	ming	PROPN
asir-55897	117	3	et	et	PROPN
asir-55897	117	4	al	al	PROPN
asir-55897	117	5	.	.	PROPN
asir-55897	117	6	(	(	PUNCT
asir-55897	117	7	2023	2023	NUM
asir-55897	117	8	)	)	PUNCT
asir-55897	117	9	proposed	propose	VERB
asir-55897	117	10	a	a	DET
asir-55897	117	11	prediction	prediction	NOUN
asir-55897	117	12	method	method	NOUN
asir-55897	117	13	based	base	VERB
asir-55897	117	14	on	on	ADP
asir-55897	117	15	deep	deep	ADJ
asir-55897	117	16	convolutional	convolutional	ADJ
asir-55897	117	17	feature	feature	NOUN
asir-55897	117	18	reconstruction	reconstruction	NOUN
asir-55897	117	19	network	network	NOUN
asir-55897	117	20	for	for	ADP
asir-55897	117	21	the	the	DET
asir-55897	117	22	prediction	prediction	NOUN
asir-55897	117	23	of	of	ADP
asir-55897	117	24	well	well	ADJ
asir-55897	117	25	leakage	leakage	NOUN
asir-55897	117	26	accidents	accident	NOUN
asir-55897	117	27	in	in	ADP
asir-55897	117	28	offshore	offshore	ADJ
asir-55897	117	29	oil	oil	NOUN
asir-55897	117	30	drilling	drilling	NOUN
asir-55897	117	31	,	,	PUNCT
asir-55897	117	32	which	which	PRON
asir-55897	117	33	screened	screen	VERB
asir-55897	117	34	the	the	DET
asir-55897	117	35	key	key	ADJ
asir-55897	117	36	parameters	parameter	NOUN
asir-55897	117	37	through	through	ADP
asir-55897	117	38	the	the	DET
asir-55897	117	39	relieff	relieff	PROPN
asir-55897	117	40	algorithm	algorithm	NOUN
asir-55897	117	41	,	,	PUNCT
asir-55897	117	42	constructed	construct	VERB
asir-55897	117	43	the	the	DET
asir-55897	117	44	sliding	sliding	ADJ
asir-55897	117	45	-	-	PUNCT
asir-55897	117	46	window	window	NOUN
asir-55897	117	47	inner	inner	ADJ
asir-55897	117	48	-	-	PUNCT
asir-55897	117	49	product	product	NOUN
asir-55897	117	50	feature	feature	NOUN
asir-55897	117	51	matrix	matrix	NOUN
asir-55897	117	52	,	,	PUNCT
asir-55897	117	53	learnt	learn	VERB
asir-55897	117	54	the	the	DET
asir-55897	117	55	features	feature	NOUN
asir-55897	117	56	of	of	ADP
asir-55897	117	57	the	the	DET
asir-55897	117	58	normal	normal	ADJ
asir-55897	117	59	working	working	NOUN
asir-55897	117	60	conditions	condition	NOUN
asir-55897	117	61	by	by	ADP
asir-55897	117	62	using	use	VERB
asir-55897	117	63	the	the	DET
asir-55897	117	64	convolutional	convolutional	ADJ
asir-55897	117	65	network	network	NOUN
asir-55897	117	66	,	,	PUNCT
asir-55897	117	67	and	and	CCONJ
asir-55897	117	68	achieved	achieve	VERB
asir-55897	117	69	the	the	DET
asir-55897	117	70	accident	accident	NOUN
asir-55897	117	71	warning	warning	NOUN
asir-55897	117	72	based	base	VERB
asir-55897	117	73	on	on	ADP
asir-55897	117	74	the	the	DET
asir-55897	117	75	reconstruction	reconstruction	NOUN
asir-55897	117	76	error	error	NOUN
asir-55897	117	77	.	.	PUNCT
asir-55897	118	1	the	the	DET
asir-55897	118	2	method	method	NOUN
asir-55897	118	3	breaks	break	VERB
asir-55897	118	4	through	through	ADP
asir-55897	118	5	the	the	DET
asir-55897	118	6	limitations	limitation	NOUN
asir-55897	118	7	of	of	ADP
asir-55897	118	8	traditional	traditional	ADJ
asir-55897	118	9	methods	method	NOUN
asir-55897	118	10	in	in	ADP
asir-55897	118	11	highly	highly	ADV
asir-55897	118	12	dynamic	dynamic	ADJ
asir-55897	118	13	and	and	CCONJ
asir-55897	118	14	non	non	ADJ
asir-55897	118	15	-	-	ADJ
asir-55897	118	16	periodic	periodic	ADJ
asir-55897	118	17	data	datum	NOUN
asir-55897	118	18	.	.	PUNCT
asir-55897	119	1	li	li	PROPN
asir-55897	119	2	zhengkang	zhengkang	PROPN
asir-55897	119	3	et	et	PROPN
asir-55897	119	4	al	al	PROPN
asir-55897	119	5	.	.	PROPN
asir-55897	119	6	(	(	PUNCT
asir-55897	119	7	2023	2023	NUM
asir-55897	119	8	)	)	PUNCT
asir-55897	119	9	compared	compare	VERB
asir-55897	119	10	three	three	NUM
asir-55897	119	11	typical	typical	ADJ
asir-55897	119	12	neural	neural	ADJ
asir-55897	119	13	networks	network	NOUN
asir-55897	119	14	backpropagation	backpropagation	NOUN
asir-55897	119	15	neural	neural	ADJ
asir-55897	119	16	network	network	NOUN
asir-55897	119	17	(	(	PUNCT
asir-55897	119	18	bp	bp	PROPN
asir-55897	119	19	)	)	PUNCT
asir-55897	119	20	,	,	PUNCT
asir-55897	119	21	convolutional	convolutional	ADJ
asir-55897	119	22	neural	neural	ADJ
asir-55897	119	23	network	network	NOUN
asir-55897	119	24	(	(	PUNCT
asir-55897	119	25	cnn	cnn	PROPN
asir-55897	119	26	)	)	PUNCT
asir-55897	119	27	and	and	CCONJ
asir-55897	119	28	long	long	ADJ
asir-55897	119	29	-	-	PUNCT
asir-55897	119	30	short	short	ADJ
asir-55897	119	31	-	-	PUNCT
asir-55897	119	32	time	time	NOUN
asir-55897	119	33	neural	neural	ADJ
asir-55897	119	34	network	network	NOUN
asir-55897	119	35	(	(	PUNCT
asir-55897	119	36	lstm	lstm	PROPN
asir-55897	119	37	)	)	PUNCT
asir-55897	119	38	in	in	ADP
asir-55897	119	39	well	well	ADJ
asir-55897	119	40	leakage	leakage	NOUN
asir-55897	119	41	identification	identification	NOUN
asir-55897	119	42	,	,	PUNCT
asir-55897	119	43	and	and	CCONJ
asir-55897	119	44	the	the	DET
asir-55897	119	45	results	result	NOUN
asir-55897	119	46	showed	show	VERB
asir-55897	119	47	that	that	SCONJ
asir-55897	119	48	lstm	lstm	NOUN
asir-55897	119	49	can	can	AUX
asir-55897	119	50	learn	learn	VERB
asir-55897	119	51	more	more	ADV
asir-55897	119	52	hidden	hidden	ADJ
asir-55897	119	53	features	feature	NOUN
asir-55897	119	54	and	and	CCONJ
asir-55897	119	55	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	119	56	applied	apply	VERB
asir-55897	119	57	science	science	NOUN
asir-55897	119	58	and	and	CCONJ
asir-55897	119	59	innovative	innovative	ADJ
asir-55897	119	60	research	research	NOUN
asir-55897	119	61	vol	vol	NOUN
asir-55897	119	62	.	.	PUNCT
asir-55897	120	1	9	9	NUM
asir-55897	120	2	,	,	PUNCT
asir-55897	120	3	no	no	INTJ
asir-55897	120	4	.	.	NOUN
asir-55897	120	5	2	2	NUM
asir-55897	120	6	,	,	PUNCT
asir-55897	120	7	2025	2025	NUM
asir-55897	120	8	9	9	NUM
asir-55897	120	9	published	publish	VERB
asir-55897	120	10	by	by	ADP
asir-55897	120	11	scholink	scholink	PROPN
asir-55897	120	12	inc	inc	PROPN
asir-55897	120	13	.	.	PROPN
asir-55897	120	14	have	have	VERB
asir-55897	120	15	higher	high	ADJ
asir-55897	120	16	well	well	ADJ
asir-55897	120	17	leakage	leakage	NOUN
asir-55897	120	18	identification	identification	NOUN
asir-55897	120	19	rate	rate	NOUN
asir-55897	120	20	compared	compare	VERB
asir-55897	120	21	to	to	ADP
asir-55897	120	22	the	the	DET
asir-55897	120	23	other	other	ADJ
asir-55897	120	24	two	two	NUM
asir-55897	120	25	neural	neural	ADJ
asir-55897	120	26	networks	network	NOUN
asir-55897	120	27	.	.	PUNCT
asir-55897	121	1	on	on	ADP
asir-55897	121	2	this	this	DET
asir-55897	121	3	basis	basis	NOUN
asir-55897	121	4	,	,	PUNCT
asir-55897	121	5	dong	dong	PROPN
asir-55897	121	6	abing	abe	VERB
asir-55897	121	7	et	et	PROPN
asir-55897	121	8	al	al	PROPN
asir-55897	121	9	.	.	PROPN
asir-55897	122	1	(	(	PUNCT
asir-55897	122	2	2024	2024	NUM
asir-55897	122	3	)	)	PUNCT
asir-55897	122	4	proposed	propose	VERB
asir-55897	122	5	a	a	DET
asir-55897	122	6	cnn	cnn	PROPN
asir-55897	122	7	-	-	PUNCT
asir-55897	122	8	lstm	lstm	ADJ
asir-55897	122	9	fusion	fusion	NOUN
asir-55897	122	10	model	model	NOUN
asir-55897	122	11	,	,	PUNCT
asir-55897	122	12	which	which	PRON
asir-55897	122	13	combines	combine	VERB
asir-55897	122	14	the	the	DET
asir-55897	122	15	local	local	ADJ
asir-55897	122	16	feature	feature	NOUN
asir-55897	122	17	extraction	extraction	NOUN
asir-55897	122	18	capability	capability	NOUN
asir-55897	122	19	of	of	ADP
asir-55897	122	20	cnn	cnn	PROPN
asir-55897	122	21	and	and	CCONJ
asir-55897	122	22	the	the	DET
asir-55897	122	23	temporal	temporal	ADJ
asir-55897	122	24	feature	feature	NOUN
asir-55897	122	25	processing	processing	NOUN
asir-55897	122	26	capability	capability	NOUN
asir-55897	122	27	of	of	ADP
asir-55897	122	28	lstm	lstm	NOUN
asir-55897	122	29	to	to	PART
asir-55897	122	30	achieve	achieve	VERB
asir-55897	122	31	real	real	ADJ
asir-55897	122	32	-	-	PUNCT
asir-55897	122	33	time	time	NOUN
asir-55897	122	34	warning	warning	NOUN
asir-55897	122	35	of	of	ADP
asir-55897	122	36	well	well	INTJ
asir-55897	122	37	leakage	leakage	NOUN
asir-55897	122	38	risk	risk	NOUN
asir-55897	122	39	and	and	CCONJ
asir-55897	122	40	querying	query	VERB
asir-55897	122	41	of	of	ADP
asir-55897	122	42	historical	historical	ADJ
asir-55897	122	43	data	datum	NOUN
asir-55897	122	44	,	,	PUNCT
asir-55897	122	45	which	which	PRON
asir-55897	122	46	provides	provide	VERB
asir-55897	122	47	a	a	DET
asir-55897	122	48	practical	practical	ADJ
asir-55897	122	49	tool	tool	NOUN
asir-55897	122	50	for	for	ADP
asir-55897	122	51	drilling	drilling	NOUN
asir-55897	122	52	sites	site	NOUN
asir-55897	122	53	.	.	PUNCT
asir-55897	123	1	6	6	X
asir-55897	123	2	.	.	X
asir-55897	123	3	summary	summary	VERB
asir-55897	123	4	the	the	DET
asir-55897	123	5	main	main	ADJ
asir-55897	123	6	problems	problem	NOUN
asir-55897	123	7	that	that	PRON
asir-55897	123	8	need	need	VERB
asir-55897	123	9	to	to	PART
asir-55897	123	10	be	be	AUX
asir-55897	123	11	paid	pay	VERB
asir-55897	123	12	attention	attention	NOUN
asir-55897	123	13	to	to	ADP
asir-55897	123	14	and	and	CCONJ
asir-55897	123	15	to	to	PART
asir-55897	123	16	be	be	AUX
asir-55897	123	17	solved	solve	VERB
asir-55897	123	18	in	in	ADP
asir-55897	123	19	the	the	DET
asir-55897	123	20	research	research	NOUN
asir-55897	123	21	on	on	ADP
asir-55897	123	22	the	the	DET
asir-55897	123	23	intelligent	intelligent	ADJ
asir-55897	123	24	monitoring	monitoring	NOUN
asir-55897	123	25	technology	technology	NOUN
asir-55897	123	26	of	of	ADP
asir-55897	123	27	well	well	INTJ
asir-55897	123	28	leakage	leakage	NOUN
asir-55897	123	29	are	be	AUX
asir-55897	123	30	as	as	SCONJ
asir-55897	123	31	follows	follow	VERB
asir-55897	123	32	.	.	PUNCT
asir-55897	124	1	(	(	PUNCT
asir-55897	124	2	1	1	X
asir-55897	124	3	)	)	PUNCT
asir-55897	124	4	the	the	DET
asir-55897	124	5	application	application	NOUN
asir-55897	124	6	of	of	ADP
asir-55897	124	7	machine	machine	NOUN
asir-55897	124	8	learning	learn	VERB
asir-55897	124	9	algorithms	algorithm	NOUN
asir-55897	124	10	such	such	ADJ
asir-55897	124	11	as	as	ADP
asir-55897	124	12	neural	neural	ADJ
asir-55897	124	13	networks	network	NOUN
asir-55897	124	14	can	can	AUX
asir-55897	124	15	monitor	monitor	VERB
asir-55897	124	16	well	well	ADV
asir-55897	124	17	leakage	leakage	NOUN
asir-55897	124	18	well	well	ADV
asir-55897	124	19	to	to	ADP
asir-55897	124	20	a	a	DET
asir-55897	124	21	certain	certain	ADJ
asir-55897	124	22	extent	extent	NOUN
asir-55897	124	23	,	,	PUNCT
asir-55897	124	24	but	but	CCONJ
asir-55897	124	25	the	the	DET
asir-55897	124	26	accuracy	accuracy	NOUN
asir-55897	124	27	and	and	CCONJ
asir-55897	124	28	timeliness	timeliness	NOUN
asir-55897	124	29	of	of	ADP
asir-55897	124	30	monitoring	monitoring	NOUN
asir-55897	124	31	still	still	ADV
asir-55897	124	32	need	need	VERB
asir-55897	124	33	to	to	PART
asir-55897	124	34	be	be	AUX
asir-55897	124	35	further	far	ADV
asir-55897	124	36	improved	improve	VERB
asir-55897	124	37	,	,	PUNCT
asir-55897	124	38	so	so	ADV
asir-55897	124	39	exploring	explore	VERB
asir-55897	124	40	machine	machine	NOUN
asir-55897	124	41	learning	learn	VERB
asir-55897	124	42	algorithms	algorithm	NOUN
asir-55897	124	43	with	with	ADP
asir-55897	124	44	higher	high	ADJ
asir-55897	124	45	accuracy	accuracy	NOUN
asir-55897	124	46	and	and	CCONJ
asir-55897	124	47	timeliness	timeliness	NOUN
asir-55897	124	48	is	be	AUX
asir-55897	124	49	one	one	NUM
asir-55897	124	50	of	of	ADP
asir-55897	124	51	the	the	DET
asir-55897	124	52	future	future	ADJ
asir-55897	124	53	development	development	NOUN
asir-55897	124	54	directions	direction	NOUN
asir-55897	124	55	.	.	PUNCT
asir-55897	125	1	(	(	PUNCT
asir-55897	125	2	2	2	X
asir-55897	125	3	)	)	PUNCT
asir-55897	125	4	machine	machine	NOUN
asir-55897	125	5	learning	learning	NOUN
asir-55897	125	6	often	often	ADV
asir-55897	125	7	relies	rely	VERB
asir-55897	125	8	on	on	ADP
asir-55897	125	9	a	a	DET
asir-55897	125	10	large	large	ADJ
asir-55897	125	11	amount	amount	NOUN
asir-55897	125	12	of	of	ADP
asir-55897	125	13	well	well	ADV
asir-55897	125	14	leakage	leakage	NOUN
asir-55897	125	15	-	-	PUNCT
asir-55897	125	16	related	relate	VERB
asir-55897	125	17	data	datum	NOUN
asir-55897	125	18	,	,	PUNCT
asir-55897	125	19	but	but	CCONJ
asir-55897	125	20	the	the	DET
asir-55897	125	21	field	field	NOUN
asir-55897	125	22	data	datum	NOUN
asir-55897	125	23	are	be	AUX
asir-55897	125	24	often	often	ADV
asir-55897	125	25	heavily	heavily	ADV
asir-55897	125	26	fragmented	fragment	VERB
asir-55897	125	27	,	,	PUNCT
asir-55897	125	28	and	and	CCONJ
asir-55897	125	29	data	datum	NOUN
asir-55897	125	30	collection	collection	NOUN
asir-55897	125	31	,	,	PUNCT
asir-55897	125	32	screening	screening	NOUN
asir-55897	125	33	and	and	CCONJ
asir-55897	125	34	integration	integration	NOUN
asir-55897	125	35	are	be	AUX
asir-55897	125	36	difficult	difficult	ADJ
asir-55897	125	37	,	,	PUNCT
asir-55897	125	38	and	and	CCONJ
asir-55897	125	39	the	the	DET
asir-55897	125	40	problem	problem	NOUN
asir-55897	125	41	of	of	ADP
asir-55897	125	42	small	small	ADJ
asir-55897	125	43	data	datum	NOUN
asir-55897	125	44	volume	volume	NOUN
asir-55897	125	45	and	and	CCONJ
asir-55897	125	46	small	small	ADJ
asir-55897	125	47	data	datum	NOUN
asir-55897	125	48	types	type	NOUN
asir-55897	125	49	in	in	ADP
asir-55897	125	50	the	the	DET
asir-55897	125	51	training	training	NOUN
asir-55897	125	52	set	set	NOUN
asir-55897	125	53	of	of	ADP
asir-55897	125	54	algorithm	algorithm	NOUN
asir-55897	125	55	models	model	NOUN
asir-55897	125	56	is	be	AUX
asir-55897	125	57	becoming	become	VERB
asir-55897	125	58	more	more	ADV
asir-55897	125	59	and	and	CCONJ
asir-55897	125	60	more	more	ADV
asir-55897	125	61	prominent	prominent	ADJ
asir-55897	125	62	.	.	PUNCT
asir-55897	126	1	therefore	therefore	ADV
asir-55897	126	2	,	,	PUNCT
asir-55897	126	3	a	a	DET
asir-55897	126	4	large	large	ADJ
asir-55897	126	5	amount	amount	NOUN
asir-55897	126	6	of	of	ADP
asir-55897	126	7	well	well	ADJ
asir-55897	126	8	leakage	leakage	NOUN
asir-55897	126	9	data	datum	NOUN
asir-55897	126	10	has	have	VERB
asir-55897	126	11	to	to	PART
asir-55897	126	12	be	be	AUX
asir-55897	126	13	collected	collect	VERB
asir-55897	126	14	by	by	ADP
asir-55897	126	15	analysing	analyse	VERB
asir-55897	126	16	more	more	ADJ
asir-55897	126	17	drilling	drilling	NOUN
asir-55897	126	18	logs	log	NOUN
asir-55897	126	19	to	to	PART
asir-55897	126	20	enrich	enrich	VERB
asir-55897	126	21	the	the	DET
asir-55897	126	22	neighbouring	neighbouring	ADJ
asir-55897	126	23	well	well	ADJ
asir-55897	126	24	leakage	leakage	NOUN
asir-55897	126	25	database	database	NOUN
asir-55897	126	26	and	and	CCONJ
asir-55897	126	27	further	further	ADJ
asir-55897	126	28	test	test	NOUN
asir-55897	126	29	and	and	CCONJ
asir-55897	126	30	improve	improve	VERB
asir-55897	126	31	the	the	DET
asir-55897	126	32	model	model	NOUN
asir-55897	126	33	.	.	PUNCT
asir-55897	127	1	(	(	PUNCT
asir-55897	127	2	3	3	X
asir-55897	127	3	)	)	PUNCT
asir-55897	127	4	at	at	ADP
asir-55897	127	5	present	present	ADJ
asir-55897	127	6	,	,	PUNCT
asir-55897	127	7	the	the	DET
asir-55897	127	8	practicality	practicality	NOUN
asir-55897	127	9	of	of	ADP
asir-55897	127	10	intelligent	intelligent	ADJ
asir-55897	127	11	algorithms	algorithm	NOUN
asir-55897	127	12	often	often	ADV
asir-55897	127	13	varies	vary	VERB
asir-55897	127	14	for	for	ADP
asir-55897	127	15	different	different	ADJ
asir-55897	127	16	working	working	NOUN
asir-55897	127	17	conditions	condition	NOUN
asir-55897	127	18	or	or	CCONJ
asir-55897	127	19	geological	geological	ADJ
asir-55897	127	20	situations	situation	NOUN
asir-55897	127	21	.	.	PUNCT
asir-55897	128	1	therefore	therefore	ADV
asir-55897	128	2	,	,	PUNCT
asir-55897	128	3	the	the	DET
asir-55897	128	4	development	development	NOUN
asir-55897	128	5	of	of	ADP
asir-55897	128	6	a	a	DET
asir-55897	128	7	complete	complete	ADJ
asir-55897	128	8	well	well	INTJ
asir-55897	128	9	leakage	leakage	NOUN
asir-55897	128	10	monitoring	monitoring	NOUN
asir-55897	128	11	system	system	NOUN
asir-55897	128	12	has	have	AUX
asir-55897	128	13	become	become	VERB
asir-55897	128	14	an	an	DET
asir-55897	128	15	important	important	ADJ
asir-55897	128	16	task	task	NOUN
asir-55897	128	17	for	for	ADP
asir-55897	128	18	future	future	ADJ
asir-55897	128	19	research	research	NOUN
asir-55897	128	20	.	.	PUNCT
asir-55897	129	1	acknowledgements	acknowledgement	NOUN
asir-55897	129	2	this	this	DET
asir-55897	129	3	work	work	NOUN
asir-55897	129	4	might	might	AUX
asir-55897	129	5	not	not	PART
asir-55897	129	6	be	be	AUX
asir-55897	129	7	possible	possible	ADJ
asir-55897	129	8	without	without	ADP
asir-55897	129	9	financial	financial	ADJ
asir-55897	129	10	support	support	NOUN
asir-55897	129	11	from	from	ADP
asir-55897	129	12	the	the	DET
asir-55897	129	13	xi'an	xi'an	PROPN
asir-55897	129	14	shiyou	shiyou	PROPN
asir-55897	129	15	university	university	PROPN
asir-55897	129	16	students	student	NOUN
asir-55897	129	17	'	'	PART
asir-55897	129	18	innovation	innovation	NOUN
asir-55897	129	19	and	and	CCONJ
asir-55897	129	20	entrepreneurship	entrepreneurship	NOUN
asir-55897	129	21	training	training	NOUN
asir-55897	129	22	program	program	NOUN
asir-55897	129	23	funded	fund	VERB
asir-55897	129	24	project	project	NOUN
asir-55897	129	25	(	(	PUNCT
asir-55897	129	26	no	no	NOUN
asir-55897	129	27	.	.	NOUN
asir-55897	129	28	202310705049	202310705049	NUM
asir-55897	129	29	)	)	PUNCT
asir-55897	129	30	.	.	PUNCT
asir-55897	130	1	references	reference	NOUN
asir-55897	130	2	agin	agin	PROPN
asir-55897	130	3	,	,	PUNCT
asir-55897	130	4	f.	f.	PROPN
asir-55897	130	5	,	,	PUNCT
asir-55897	130	6	khosravanian	khosravanian	PROPN
asir-55897	130	7	,	,	PUNCT
asir-55897	130	8	r.	r.	PROPN
asir-55897	130	9	,	,	PUNCT
asir-55897	130	10	karimifard	karimifard	PROPN
asir-55897	130	11	,	,	PUNCT
asir-55897	130	12	m.	m.	NOUN
asir-55897	130	13	,	,	PUNCT
asir-55897	130	14	&	&	CCONJ
asir-55897	130	15	jahanshahi	jahanshahi	PROPN
asir-55897	130	16	,	,	PUNCT
asir-55897	130	17	a.	a.	NOUN
asir-55897	130	18	(	(	PUNCT
asir-55897	130	19	2018	2018	NUM
asir-55897	130	20	)	)	PUNCT
asir-55897	130	21	.	.	PUNCT
asir-55897	131	1	application	application	NOUN
asir-55897	131	2	of	of	ADP
asir-55897	131	3	adaptive	adaptive	ADJ
asir-55897	131	4	neuro	neuro	NOUN
asir-55897	131	5	-	-	PUNCT
asir-55897	131	6	fuzzy	fuzzy	ADJ
asir-55897	131	7	inference	inference	NOUN
asir-55897	131	8	system	system	NOUN
asir-55897	131	9	and	and	CCONJ
asir-55897	131	10	data	data	NOUN
asir-55897	131	11	mining	mining	NOUN
asir-55897	131	12	approach	approach	NOUN
asir-55897	131	13	to	to	PART
asir-55897	131	14	predict	predict	VERB
asir-55897	131	15	lost	lose	VERB
asir-55897	131	16	circulation	circulation	NOUN
asir-55897	131	17	using	use	VERB
asir-55897	131	18	doe	doe	NOUN
asir-55897	131	19	technique	technique	NOUN
asir-55897	131	20	(	(	PUNCT
asir-55897	131	21	case	case	NOUN
asir-55897	131	22	study	study	NOUN
asir-55897	131	23	:	:	PUNCT
asir-55897	131	24	maroon	maroon	NOUN
asir-55897	131	25	oilfield	oilfield	PROPN
asir-55897	131	26	)	)	PUNCT
asir-55897	131	27	.	.	PUNCT
asir-55897	132	1	petroleum	petroleum	NOUN
asir-55897	132	2	.	.	PUNCT
asir-55897	133	1	aljubran	aljubran	NOUN
asir-55897	133	2	,	,	PUNCT
asir-55897	133	3	m.	m.	NOUN
asir-55897	133	4	,	,	PUNCT
asir-55897	133	5	ramasamy	ramasamy	PROPN
asir-55897	133	6	,	,	PUNCT
asir-55897	133	7	j.	j.	PROPN
asir-55897	133	8	,	,	PUNCT
asir-55897	133	9	albassam	albassam	PROPN
asir-55897	133	10	,	,	PUNCT
asir-55897	133	11	m.	m.	NOUN
asir-55897	133	12	,	,	PUNCT
asir-55897	133	13	&	&	CCONJ
asir-55897	133	14	magana	magana	PROPN
asir-55897	133	15	-	-	PUNCT
asir-55897	133	16	mora	mora	PROPN
asir-55897	133	17	,	,	PUNCT
asir-55897	133	18	a.	a.	NOUN
asir-55897	133	19	(	(	PUNCT
asir-55897	133	20	2021	2021	NUM
asir-55897	133	21	)	)	PUNCT
asir-55897	133	22	.	.	PUNCT
asir-55897	134	1	deep	deep	ADJ
asir-55897	134	2	learning	learning	NOUN
asir-55897	134	3	and	and	CCONJ
asir-55897	134	4	time	time	NOUN
asir-55897	134	5	-	-	PUNCT
asir-55897	134	6	series	series	NOUN
asir-55897	134	7	analysis	analysis	NOUN
asir-55897	134	8	for	for	ADP
asir-55897	134	9	the	the	DET
asir-55897	134	10	early	early	ADJ
asir-55897	134	11	detection	detection	NOUN
asir-55897	134	12	of	of	ADP
asir-55897	134	13	lost	lost	ADJ
asir-55897	134	14	circulation	circulation	NOUN
asir-55897	134	15	incidents	incident	NOUN
asir-55897	134	16	during	during	ADP
asir-55897	134	17	drilling	drilling	NOUN
asir-55897	134	18	operations	operation	NOUN
asir-55897	134	19	.	.	PUNCT
asir-55897	135	1	ieee	ieee	NOUN
asir-55897	135	2	access	access	NOUN
asir-55897	135	3	,	,	PUNCT
asir-55897	135	4	9	9	NUM
asir-55897	135	5	,	,	PUNCT
asir-55897	135	6	76833	76833	NUM
asir-55897	135	7	-	-	SYM
asir-55897	135	8	76846	76846	NUM
asir-55897	135	9	.	.	PUNCT
asir-55897	136	1	http://doi.org/10.1109/access.2021.3082557	http://doi.org/10.1109/access.2021.3082557	PROPN
asir-55897	136	2	bai	bai	PROPN
asir-55897	136	3	,	,	PUNCT
asir-55897	136	4	k.	k.	PROPN
asir-55897	136	5	,	,	PUNCT
asir-55897	136	6	dai	dai	PROPN
asir-55897	136	7	,	,	PUNCT
asir-55897	136	8	s.	s.	PROPN
asir-55897	136	9	,	,	PUNCT
asir-55897	136	10	zhang	zhang	PROPN
asir-55897	136	11	zhaoshuo	zhaoshuo	PROPN
asir-55897	136	12	,	,	PUNCT
asir-55897	136	13	&	&	CCONJ
asir-55897	136	14	jin	jin	PROPN
asir-55897	136	15	,	,	PUNCT
asir-55897	136	16	s.	s.	PROPN
asir-55897	136	17	,	,	PUNCT
asir-55897	136	18	yi	yi	PROPN
asir-55897	136	19	.	.	PUNCT
asir-55897	136	20	optimisation	optimisation	NOUN
asir-55897	136	21	of	of	ADP
asir-55897	136	22	swarm	swarm	NOUN
asir-55897	136	23	intelligence	intelligence	NOUN
asir-55897	136	24	algorithm	algorithm	NOUN
asir-55897	136	25	to	to	PART
asir-55897	136	26	improve	improve	VERB
asir-55897	136	27	random	random	ADJ
asir-55897	136	28	forest	forest	NOUN
asir-55897	136	29	algorithm	algorithm	NOUN
asir-55897	136	30	for	for	ADP
asir-55897	136	31	well	well	ADJ
asir-55897	136	32	leakage	leakage	NOUN
asir-55897	136	33	prediction	prediction	NOUN
asir-55897	136	34	.	.	PUNCT
asir-55897	137	1	modern	modern	ADJ
asir-55897	137	2	electronic	electronic	ADJ
asir-55897	137	3	technology	technology	NOUN
asir-55897	137	4	,	,	PUNCT
asir-55897	137	5	1	1	NUM
asir-55897	137	6	-	-	SYM
asir-55897	137	7	9	9	NUM
asir-55897	137	8	.	.	PUNCT
asir-55897	138	1	bi	bi	PROPN
asir-55897	138	2	shubo	shubo	PROPN
asir-55897	138	3	.	.	PUNCT
asir-55897	138	4	(	(	PUNCT
asir-55897	138	5	2023	2023	NUM
asir-55897	138	6	)	)	PUNCT
asir-55897	138	7	.	.	PUNCT
asir-55897	139	1	study	study	NOUN
asir-55897	139	2	on	on	ADP
asir-55897	139	3	leakage	leakage	NOUN
asir-55897	139	4	mechanism	mechanism	NOUN
asir-55897	139	5	of	of	ADP
asir-55897	139	6	fractured	fractured	ADJ
asir-55897	139	7	formation	formation	NOUN
asir-55897	139	8	(	(	PUNCT
asir-55897	139	9	master	master	NOUN
asir-55897	139	10	's	's	PART
asir-55897	139	11	thesis	thesis	NOUN
asir-55897	139	12	,	,	PUNCT
asir-55897	139	13	changjiang	changjiang	X
asir-55897	139	14	university	university	PROPN
asir-55897	139	15	)	)	PUNCT
asir-55897	139	16	.	.	PUNCT
asir-55897	140	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-55897	140	2	applied	apply	VERB
asir-55897	140	3	science	science	NOUN
asir-55897	140	4	and	and	CCONJ
asir-55897	140	5	innovative	innovative	ADJ
asir-55897	140	6	research	research	NOUN
asir-55897	140	7	vol	vol	NOUN
asir-55897	140	8	.	.	PUNCT
asir-55897	141	1	9	9	NUM
asir-55897	141	2	,	,	PUNCT
asir-55897	141	3	no	no	INTJ
asir-55897	141	4	.	.	NOUN
asir-55897	141	5	2	2	NUM
asir-55897	141	6	,	,	PUNCT
asir-55897	141	7	2025	2025	NUM
asir-55897	141	8	10	10	NUM
asir-55897	141	9	published	publish	VERB
asir-55897	141	10	by	by	ADP
asir-55897	141	11	scholink	scholink	PROPN
asir-55897	141	12	inc	inc	PROPN
asir-55897	141	13	.	.	PROPN
asir-55897	141	14	chen	chen	PROPN
asir-55897	141	15	ganghua	ganghua	PROPN
asir-55897	141	16	,	,	PUNCT
asir-55897	141	17	he	he	PRON
asir-55897	141	18	yulong	yulong	PROPN
asir-55897	141	19	,	,	PUNCT
asir-55897	141	20	qiu	qiu	PROPN
asir-55897	141	21	zhengsong	zhengsong	PROPN
asir-55897	141	22	,	,	PUNCT
asir-55897	141	23	key	key	NOUN
asir-55897	141	24	,	,	PUNCT
asir-55897	141	25	&	&	CCONJ
asir-55897	141	26	wang	wang	PROPN
asir-55897	141	27	xiaojun	xiaojun	PROPN
asir-55897	141	28	.	.	PUNCT
asir-55897	142	1	(	(	PUNCT
asir-55897	142	2	2024	2024	NUM
asir-55897	142	3	)	)	PUNCT
asir-55897	142	4	.	.	PUNCT
asir-55897	143	1	research	research	NOUN
asir-55897	143	2	and	and	CCONJ
asir-55897	143	3	application	application	NOUN
asir-55897	143	4	of	of	ADP
asir-55897	143	5	fine	fine	ADJ
asir-55897	143	6	identification	identification	NOUN
asir-55897	143	7	method	method	NOUN
asir-55897	143	8	of	of	ADP
asir-55897	143	9	well	well	ADJ
asir-55897	143	10	leakage	leakage	NOUN
asir-55897	143	11	characteristics	characteristic	NOUN
asir-55897	143	12	during	during	ADP
asir-55897	143	13	drilling	drilling	NOUN
asir-55897	143	14	process	process	NOUN
asir-55897	143	15	.	.	PUNCT
asir-55897	144	1	oil	oil	NOUN
asir-55897	144	2	drilling	drilling	NOUN
asir-55897	144	3	technology	technology	NOUN
asir-55897	144	4	,	,	PUNCT
asir-55897	144	5	52(01	52(01	NUM
asir-55897	144	6	)	)	PUNCT
asir-55897	144	7	,	,	PUNCT
asir-55897	144	8	26	26	NUM
asir-55897	144	9	-	-	SYM
asir-55897	144	10	31	31	NUM
asir-55897	144	11	.	.	PUNCT
asir-55897	145	1	chen	chen	PROPN
asir-55897	145	2	,	,	PUNCT
asir-55897	145	3	k.	k.	PROPN
asir-55897	145	4	f.	f.	PROPN
asir-55897	145	5	,	,	PUNCT
asir-55897	145	6	yang	yang	PROPN
asir-55897	145	7	,	,	PUNCT
asir-55897	145	8	x.	x.	PROPN
asir-55897	145	9	w.	w.	PROPN
asir-55897	145	10	,	,	PUNCT
asir-55897	145	11	song	song	NOUN
asir-55897	145	12	,	,	PUNCT
asir-55897	145	13	x.	x.	PROPN
asir-55897	145	14	z.	z.	PROPN
asir-55897	145	15	,	,	PUNCT
asir-55897	145	16	chen	chen	PROPN
asir-55897	145	17	,	,	PUNCT
asir-55897	145	18	d.	d.	PROPN
asir-55897	145	19	,	,	PUNCT
asir-55897	145	20	zhang	zhang	PROPN
asir-55897	145	21	,	,	PUNCT
asir-55897	145	22	w.	w.	PROPN
asir-55897	145	23	,	,	PUNCT
asir-55897	145	24	han	han	PROPN
asir-55897	145	25	,	,	PUNCT
asir-55897	145	26	l.	l.	PROPN
asir-55897	145	27	,	,	PUNCT
asir-55897	145	28	&	&	CCONJ
asir-55897	145	29	xing	xing	PROPN
asir-55897	145	30	,	,	PUNCT
asir-55897	145	31	s	s	PROPN
asir-55897	145	32	..	..	PUNCT
asir-55897	145	33	(	(	PUNCT
asir-55897	145	34	2022	2022	NUM
asir-55897	145	35	)	)	PUNCT
asir-55897	145	36	.	.	PUNCT
asir-55897	146	1	intelligent	intelligent	ADJ
asir-55897	146	2	diagnosis	diagnosis	NOUN
asir-55897	146	3	of	of	ADP
asir-55897	146	4	well	well	ADJ
asir-55897	146	5	leakage	leakage	NOUN
asir-55897	146	6	based	base	VERB
asir-55897	146	7	on	on	ADP
asir-55897	146	8	engineering	engineering	NOUN
asir-55897	146	9	logging	log	VERB
asir-55897	146	10	data	datum	NOUN
asir-55897	146	11	.	.	PUNCT
asir-55897	147	1	petroleum	petroleum	NOUN
asir-55897	147	2	machinery	machinery	NOUN
asir-55897	147	3	,	,	PUNCT
asir-55897	147	4	50(11	50(11	NUM
asir-55897	147	5	)	)	PUNCT
asir-55897	147	6	,	,	PUNCT
asir-55897	147	7	16	16	NUM
asir-55897	147	8	-	-	SYM
asir-55897	147	9	22	22	NUM
asir-55897	147	10	.	.	PUNCT
asir-55897	148	1	chen	chen	PROPN
asir-55897	148	2	,	,	PUNCT
asir-55897	148	3	l.	l.	PROPN
asir-55897	148	4	,	,	PUNCT
asir-55897	148	5	lu	lu	PROPN
asir-55897	148	6	,	,	PUNCT
asir-55897	148	7	h.	h.	PROPN
asir-55897	148	8	e.	e.	PROPN
asir-55897	148	9	,	,	PUNCT
asir-55897	148	10	wang	wang	PROPN
asir-55897	148	11	,	,	PUNCT
asir-55897	148	12	z.	z.	PROPN
asir-55897	148	13	h.	h.	PROPN
asir-55897	148	14	,	,	PUNCT
asir-55897	148	15	li	li	PROPN
asir-55897	148	16	,	,	PUNCT
asir-55897	148	17	c.	c.	PROPN
asir-55897	148	18	c.	c.	PROPN
asir-55897	148	19	,	,	PUNCT
asir-55897	148	20	yang	yang	PROPN
asir-55897	148	21	,	,	PUNCT
asir-55897	148	22	h.	h.	PROPN
asir-55897	148	23	,	,	PUNCT
asir-55897	148	24	zhang	zhang	PROPN
asir-55897	148	25	,	,	PUNCT
asir-55897	148	26	m.	m.	NOUN
asir-55897	148	27	x.	x.	PROPN
asir-55897	148	28	,	,	PUNCT
asir-55897	148	29	&	&	CCONJ
asir-55897	148	30	xu	xu	PROPN
asir-55897	148	31	,	,	PUNCT
asir-55897	148	32	t.	t.	PROPN
asir-55897	148	33	t	t	PROPN
asir-55897	148	34	..	..	PUNCT
asir-55897	148	35	(	(	PUNCT
asir-55897	148	36	2023	2023	NUM
asir-55897	148	37	)	)	PUNCT
asir-55897	148	38	.	.	PUNCT
asir-55897	149	1	determination	determination	NOUN
asir-55897	149	2	of	of	ADP
asir-55897	149	3	well	well	ADJ
asir-55897	149	4	leakage	leakage	NOUN
asir-55897	149	5	type	type	NOUN
asir-55897	149	6	and	and	CCONJ
asir-55897	149	7	analysis	analysis	NOUN
asir-55897	149	8	of	of	ADP
asir-55897	149	9	controlling	control	VERB
asir-55897	149	10	factors	factor	NOUN
asir-55897	149	11	by	by	ADP
asir-55897	149	12	integrating	integrate	VERB
asir-55897	149	13	light	light	ADJ
asir-55897	149	14	gbm	gbm	NOUN
asir-55897	149	15	and	and	CCONJ
asir-55897	149	16	shap	shap	NOUN
asir-55897	149	17	.	.	PUNCT
asir-55897	150	1	drilling	drilling	NOUN
asir-55897	150	2	and	and	CCONJ
asir-55897	150	3	completion	completion	NOUN
asir-55897	150	4	fluids	fluid	NOUN
asir-55897	150	5	,	,	PUNCT
asir-55897	150	6	40(06	40(06	NUM
asir-55897	150	7	)	)	PUNCT
asir-55897	150	8	,	,	PUNCT
asir-55897	150	9	771	771	NUM
asir-55897	150	10	-	-	SYM
asir-55897	150	11	777	777	NUM
asir-55897	150	12	.	.	PUNCT
asir-55897	151	1	deng	deng	PROPN
asir-55897	151	2	jinhui	jinhui	PROPN
asir-55897	151	3	,	,	PUNCT
asir-55897	151	4	tan	tan	PROPN
asir-55897	151	5	zhongjian	zhongjian	NOUN
asir-55897	151	6	,	,	PUNCT
asir-55897	151	7	yuan	yuan	NOUN
asir-55897	151	8	yadong	yadong	NOUN
asir-55897	151	9	,	,	PUNCT
asir-55897	151	10	zhang	zhang	PROPN
asir-55897	151	11	qianqian	qianqian	PROPN
asir-55897	151	12	,	,	PUNCT
asir-55897	151	13	&	&	CCONJ
asir-55897	151	14	peng	peng	PROPN
asir-55897	151	15	chao	chao	PROPN
asir-55897	151	16	.	.	PUNCT
asir-55897	152	1	(	(	PUNCT
asir-55897	152	2	2023	2023	NUM
asir-55897	152	3	)	)	PUNCT
asir-55897	152	4	.	.	PUNCT
asir-55897	153	1	characteristics	characteristic	NOUN
asir-55897	153	2	and	and	CCONJ
asir-55897	153	3	mechanical	mechanical	ADJ
asir-55897	153	4	mechanism	mechanism	NOUN
asir-55897	153	5	of	of	ADP
asir-55897	153	6	paleoproterozoic	paleoproterozoic	NOUN
asir-55897	153	7	-	-	PUNCT
asir-55897	153	8	neoproterozoic	neoproterozoic	ADJ
asir-55897	153	9	fissure	fissure	NOUN
asir-55897	153	10	leakage	leakage	NOUN
asir-55897	153	11	fracture	fracture	NOUN
asir-55897	153	12	system	system	NOUN
asir-55897	153	13	in	in	ADP
asir-55897	153	14	the	the	DET
asir-55897	153	15	bohai	bohai	PROPN
asir-55897	153	16	sea	sea	PROPN
asir-55897	153	17	.	.	PUNCT
asir-55897	154	1	china	china	PROPN
asir-55897	154	2	petroleum	petroleum	PROPN
asir-55897	154	3	exploration	exploration	NOUN
asir-55897	154	4	,	,	PUNCT
asir-55897	154	5	28(05	28(05	PROPN
asir-55897	154	6	)	)	PUNCT
asir-55897	154	7	,	,	PUNCT
asir-55897	154	8	84	84	NUM
asir-55897	154	9	-	-	SYM
asir-55897	154	10	98	98	NUM
asir-55897	154	11	.	.	PUNCT
asir-55897	155	1	detao	detao	PROPN
asir-55897	155	2	zhou	zhou	PROPN
asir-55897	155	3	,	,	PUNCT
asir-55897	155	4	chenzhan	chenzhan	PROPN
asir-55897	155	5	zhou	zhou	PROPN
asir-55897	155	6	,	,	PUNCT
asir-55897	155	7	ziyue	ziyue	PROPN
asir-55897	155	8	zhang	zhang	PROPN
asir-55897	155	9	,	,	PUNCT
asir-55897	155	10	mengmeng	mengmeng	PROPN
asir-55897	155	11	zhou	zhou	PROPN
asir-55897	155	12	,	,	PUNCT
asir-55897	155	13	chengkai	chengkai	PROPN
asir-55897	155	14	zhang	zhang	PROPN
asir-55897	155	15	,	,	PUNCT
asir-55897	155	16	lin	lin	PROPN
asir-55897	155	17	zhu	zhu	PROPN
asir-55897	155	18	...	...	PUNCT
asir-55897	155	19	&	&	CCONJ
asir-55897	155	20	chaochen	chaochen	PROPN
asir-55897	155	21	wang	wang	PROPN
asir-55897	155	22	.	.	PUNCT
asir-55897	156	1	(	(	PUNCT
asir-55897	156	2	2024	2024	NUM
asir-55897	156	3	)	)	PUNCT
asir-55897	156	4	.	.	PUNCT
asir-55897	157	1	intelligent	intelligent	ADJ
asir-55897	157	2	lost	lose	VERB
asir-55897	157	3	circulation	circulation	NOUN
asir-55897	157	4	monitoring	monitoring	NOUN
asir-55897	157	5	method	method	NOUN
asir-55897	157	6	based	base	VERB
asir-55897	157	7	on	on	ADP
asir-55897	157	8	data	datum	NOUN
asir-55897	157	9	augmentation	augmentation	NOUN
asir-55897	157	10	and	and	CCONJ
asir-55897	157	11	temporal	temporal	ADJ
asir-55897	157	12	models	model	NOUN
asir-55897	157	13	.	.	PUNCT
asir-55897	158	1	processes	process	NOUN
asir-55897	158	2	,	,	PUNCT
asir-55897	158	3	12(10	12(10	NUM
asir-55897	158	4	)	)	PUNCT
asir-55897	158	5	,	,	PUNCT
asir-55897	158	6	2184	2184	NUM
asir-55897	158	7	-	-	SYM
asir-55897	158	8	2184	2184	NUM
asir-55897	158	9	.	.	PUNCT
asir-55897	159	1	dong	dong	PROPN
asir-55897	159	2	a	a	DET
asir-55897	159	3	-	-	PUNCT
asir-55897	159	4	bing	bing	NOUN
asir-55897	159	5	.	.	PUNCT
asir-55897	160	1	(	(	PUNCT
asir-55897	160	2	2024	2024	NUM
asir-55897	160	3	)	)	PUNCT
asir-55897	160	4	.	.	PUNCT
asir-55897	161	1	deep	deep	ADJ
asir-55897	161	2	neural	neural	ADJ
asir-55897	161	3	network	network	NOUN
asir-55897	161	4	based	base	VERB
asir-55897	161	5	well	well	ADV
asir-55897	161	6	leakage	leakage	NOUN
asir-55897	161	7	risk	risk	NOUN
asir-55897	161	8	monitoring	monitoring	NOUN
asir-55897	161	9	method	method	NOUN
asir-55897	161	10	(	(	PUNCT
asir-55897	161	11	master	master	NOUN
asir-55897	161	12	's	's	PART
asir-55897	161	13	thesis	thesis	NOUN
asir-55897	161	14	,	,	PUNCT
asir-55897	161	15	changjiang	changjiang	X
asir-55897	161	16	university	university	NOUN
asir-55897	161	17	)	)	PUNCT
asir-55897	161	18	.	.	PUNCT
asir-55897	162	1	hou	hou	PROPN
asir-55897	162	2	guanzhong	guanzhong	PROPN
asir-55897	162	3	,	,	PUNCT
asir-55897	162	4	xu	xu	PROPN
asir-55897	162	5	jie	jie	PROPN
asir-55897	162	6	,	,	PUNCT
asir-55897	162	7	xie	xie	PROPN
asir-55897	162	8	tao	tao	PROPN
asir-55897	162	9	,	,	PUNCT
asir-55897	162	10	he	he	PRON
asir-55897	162	11	ruibing	ruibing	NOUN
asir-55897	162	12	,	,	PUNCT
asir-55897	162	13	niu	niu	PROPN
asir-55897	162	14	xinpeng	xinpeng	PROPN
asir-55897	162	15	,	,	PUNCT
asir-55897	162	16	&	&	CCONJ
asir-55897	162	17	huang	huang	PROPN
asir-55897	162	18	wei	wei	PROPN
asir-55897	162	19	-	-	PROPN
asir-55897	162	20	an	an	PROPN
asir-55897	162	21	.	.	PUNCT
asir-55897	162	22	(	(	PUNCT
asir-55897	162	23	2024	2024	NUM
asir-55897	162	24	)	)	PUNCT
asir-55897	162	25	.	.	PUNCT
asir-55897	163	1	optimisation	optimisation	NOUN
asir-55897	163	2	and	and	CCONJ
asir-55897	163	3	application	application	NOUN
asir-55897	163	4	of	of	ADP
asir-55897	163	5	high	high	ADJ
asir-55897	163	6	pressure	pressure	NOUN
asir-55897	163	7	unblocking	unblocking	NOUN
asir-55897	163	8	and	and	CCONJ
asir-55897	163	9	leakage	leakage	NOUN
asir-55897	163	10	prevention	prevention	NOUN
asir-55897	163	11	and	and	CCONJ
asir-55897	163	12	plugging	plug	VERB
asir-55897	163	13	system	system	NOUN
asir-55897	163	14	in	in	ADP
asir-55897	163	15	the	the	DET
asir-55897	163	16	fractured	fractured	ADJ
asir-55897	163	17	reservoir	reservoir	NOUN
asir-55897	163	18	of	of	ADP
asir-55897	163	19	bozhong	bozhong	NOUN
asir-55897	163	20	19	19	NUM
asir-55897	163	21	-	-	SYM
asir-55897	163	22	6	6	NUM
asir-55897	163	23	submerged	submerge	VERB
asir-55897	163	24	mountain	mountain	NOUN
asir-55897	163	25	.	.	PUNCT
asir-55897	164	1	china	china	PROPN
asir-55897	164	2	offshore	offshore	PROPN
asir-55897	164	3	oil	oil	PROPN
asir-55897	164	4	&	&	CCONJ
asir-55897	164	5	gas	gas	NOUN
asir-55897	164	6	,	,	PUNCT
asir-55897	164	7	36(02	36(02	NOUN
asir-55897	164	8	)	)	PUNCT
asir-55897	164	9	,	,	PUNCT
asir-55897	164	10	149	149	NUM
asir-55897	164	11	-	-	SYM
asir-55897	164	12	158	158	NUM
asir-55897	164	13	.	.	PUNCT
asir-55897	165	1	jiang	jiang	PROPN
asir-55897	165	2	,	,	PUNCT
asir-55897	165	3	h.	h.	PROPN
asir-55897	165	4	,	,	PUNCT
asir-55897	165	5	shilin	shilin	PROPN
asir-55897	165	6	,	,	PUNCT
asir-55897	165	7	&	&	CCONJ
asir-55897	165	8	guo	guo	PROPN
asir-55897	165	9	,	,	PUNCT
asir-55897	165	10	q.	q.	PROPN
asir-55897	165	11	f.	f.	PROPN
asir-55897	165	12	(	(	PUNCT
asir-55897	165	13	2011	2011	NUM
asir-55897	165	14	)	)	PUNCT
asir-55897	165	15	.	.	PUNCT
asir-55897	166	1	study	study	NOUN
asir-55897	166	2	on	on	ADP
asir-55897	166	3	the	the	DET
asir-55897	166	4	natural	natural	ADJ
asir-55897	166	5	minimal	minimal	ADJ
asir-55897	166	6	leakage	leakage	NOUN
asir-55897	166	7	pressure	pressure	NOUN
asir-55897	166	8	of	of	ADP
asir-55897	166	9	formations	formation	NOUN
asir-55897	166	10	.	.	PUNCT
asir-55897	167	1	drilling	drilling	NOUN
asir-55897	167	2	and	and	CCONJ
asir-55897	167	3	completion	completion	NOUN
asir-55897	167	4	fluids	fluid	NOUN
asir-55897	167	5	,	,	PUNCT
asir-55897	167	6	28(05	28(05	PROPN
asir-55897	167	7	)	)	PUNCT
asir-55897	167	8	,	,	PUNCT
asir-55897	167	9	9	9	NUM
asir-55897	167	10	-	-	SYM
asir-55897	167	11	11	11	NUM
asir-55897	167	12	+	+	NOUN
asir-55897	167	13	95	95	NUM
asir-55897	167	14	-	-	SYM
asir-55897	167	15	96	96	NUM
asir-55897	167	16	.	.	PUNCT
asir-55897	168	1	kang	kang	PROPN
asir-55897	168	2	yili	yili	PROPN
asir-55897	168	3	,	,	PUNCT
asir-55897	168	4	wang	wang	PROPN
asir-55897	168	5	haitao	haitao	PROPN
asir-55897	168	6	,	,	PUNCT
asir-55897	168	7	you	you	PRON
asir-55897	168	8	lijun	lijun	VERB
asir-55897	168	9	,	,	PUNCT
asir-55897	168	10	&	&	CCONJ
asir-55897	168	11	du	du	PROPN
asir-55897	168	12	chunzhao	chunzhao	PROPN
asir-55897	168	13	.	.	PUNCT
asir-55897	169	1	(	(	PUNCT
asir-55897	169	2	2013	2013	NUM
asir-55897	169	3	)	)	PUNCT
asir-55897	169	4	.	.	PUNCT
asir-55897	170	1	determination	determination	NOUN
asir-55897	170	2	of	of	ADP
asir-55897	170	3	drilling	drill	VERB
asir-55897	170	4	fluid	fluid	ADJ
asir-55897	170	5	leakage	leakage	NOUN
asir-55897	170	6	probability	probability	NOUN
asir-55897	170	7	based	base	VERB
asir-55897	170	8	on	on	ADP
asir-55897	170	9	hierarchical	hierarchical	ADJ
asir-55897	170	10	analysis	analysis	NOUN
asir-55897	170	11	.	.	PUNCT
asir-55897	171	1	journal	journal	NOUN
asir-55897	171	2	of	of	ADP
asir-55897	171	3	southwest	southwest	PROPN
asir-55897	171	4	petroleum	petroleum	PROPN
asir-55897	171	5	university	university	NOUN
asir-55897	171	6	(	(	PUNCT
asir-55897	171	7	natural	natural	ADJ
asir-55897	171	8	science	science	NOUN
asir-55897	171	9	edition	edition	NOUN
asir-55897	171	10	)	)	PUNCT
asir-55897	171	11	,	,	PUNCT
asir-55897	171	12	35(04	35(04	PROPN
asir-55897	171	13	)	)	PUNCT
asir-55897	171	14	,	,	PUNCT
asir-55897	171	15	180	180	NUM
asir-55897	171	16	-	-	SYM
asir-55897	171	17	186	186	NUM
asir-55897	171	18	.	.	PUNCT
asir-55897	172	1	lavrov	lavrov	PROPN
asir-55897	172	2	alexandre	alexandre	PROPN
asir-55897	172	3	,	,	PUNCT
asir-55897	172	4	&	&	CCONJ
asir-55897	172	5	johan	johan	PROPN
asir-55897	172	6	tronvoll	tronvoll	PROPN
asir-55897	172	7	.	.	PUNCT
asir-55897	173	1	(	(	PUNCT
asir-55897	173	2	2004	2004	NUM
asir-55897	173	3	)	)	PUNCT
asir-55897	173	4	.	.	PUNCT
asir-55897	174	1	modeling	model	VERB
asir-55897	174	2	mud	mud	NOUN
asir-55897	174	3	loss	loss	NOUN
asir-55897	174	4	in	in	ADP
asir-55897	174	5	fractured	fractured	ADJ
asir-55897	174	6	formations	formation	NOUN
asir-55897	174	7	.	.	PUNCT
asir-55897	175	1	paper	paper	NOUN
asir-55897	175	2	presented	present	VERB
asir-55897	175	3	at	at	ADP
asir-55897	175	4	the	the	DET
asir-55897	175	5	abu	abu	PROPN
asir-55897	175	6	dhabi	dhabi	PROPN
asir-55897	175	7	international	international	PROPN
asir-55897	175	8	conference	conference	NOUN
asir-55897	175	9	and	and	CCONJ
asir-55897	175	10	exhibition	exhibition	NOUN
asir-55897	175	11	,	,	PUNCT
asir-55897	175	12	abu	abu	PROPN
asir-55897	175	13	dhabi	dhabi	PROPN
asir-55897	175	14	,	,	PUNCT
asir-55897	175	15	united	united	PROPN
asir-55897	175	16	arab	arab	PROPN
asir-55897	175	17	emirates	emirates	PROPN
asir-55897	175	18	,	,	PUNCT
asir-55897	175	19	october	october	PROPN
asir-55897	175	20	2004	2004	NUM
asir-55897	175	21	.	.	PUNCT
asir-55897	176	1	li	li	PROPN
asir-55897	176	2	wenzhe	wenzhe	PROPN
asir-55897	176	3	,	,	PUNCT
asir-55897	176	4	yu	yu	PROPN
asir-55897	176	5	xingchuan	xingchuan	PROPN
asir-55897	176	6	,	,	PUNCT
asir-55897	176	7	lai	lai	PROPN
asir-55897	176	8	yan	yan	PROPN
asir-55897	176	9	,	,	PUNCT
asir-55897	176	10	liu	liu	PROPN
asir-55897	176	11	houbin	houbin	PROPN
asir-55897	176	12	,	,	PUNCT
asir-55897	176	13	wen	wen	PROPN
asir-55897	176	14	wen	wen	PROPN
asir-55897	176	15	,	,	PUNCT
asir-55897	176	16	zhang	zhang	PROPN
asir-55897	176	17	zhen	zhen	PROPN
asir-55897	176	18	,	,	PUNCT
asir-55897	176	19	&	&	CCONJ
asir-55897	176	20	wu	wu	PROPN
asir-55897	176	21	shenjian	shenjian	PROPN
asir-55897	176	22	.	.	PUNCT
asir-55897	177	1	(	(	PUNCT
asir-55897	177	2	2022	2022	NUM
asir-55897	177	3	)	)	PUNCT
asir-55897	177	4	.	.	PUNCT
asir-55897	178	1	leakage	leakage	NOUN
asir-55897	178	2	mechanism	mechanism	NOUN
asir-55897	178	3	and	and	CCONJ
asir-55897	178	4	controlling	control	VERB
asir-55897	178	5	factors	factor	NOUN
asir-55897	178	6	of	of	ADP
asir-55897	178	7	drilling	drilling	NOUN
asir-55897	178	8	fluid	fluid	NOUN
asir-55897	178	9	in	in	ADP
asir-55897	178	10	deep	deep	ADJ
asir-55897	178	11	brittle	brittle	ADJ
asir-55897	178	12	shale	shale	NOUN
asir-55897	178	13	wells	well	NOUN
asir-55897	178	14	.	.	PUNCT
asir-55897	179	1	special	special	ADJ
asir-55897	179	2	reservoirs	reservoir	NOUN
asir-55897	179	3	,	,	PUNCT
asir-55897	179	4	29(03	29(03	NOUN
asir-55897	179	5	)	)	PUNCT
asir-55897	179	6	,	,	PUNCT
asir-55897	179	7	162	162	NUM
asir-55897	179	8	-	-	SYM
asir-55897	179	9	169	169	NUM
asir-55897	179	10	.	.	PUNCT
asir-55897	180	1	li	li	PROPN
asir-55897	180	2	zejun	zejun	PROPN
asir-55897	180	3	,	,	PUNCT
asir-55897	180	4	chen	chen	PROPN
asir-55897	180	5	mian	mian	PROPN
asir-55897	180	6	,	,	PUNCT
asir-55897	180	7	jin	jin	PROPN
asir-55897	180	8	yan	yan	PROPN
asir-55897	180	9	,	,	PUNCT
asir-55897	180	10	lu	lu	PROPN
asir-55897	180	11	yunhu	yunhu	PROPN
asir-55897	180	12	,	,	PUNCT
asir-55897	180	13	wang	wang	PROPN
asir-55897	180	14	hanqing	hanqing	PROPN
asir-55897	180	15	,	,	PUNCT
asir-55897	180	16	geng	geng	PROPN
asir-55897	180	17	zhi	zhi	PROPN
asir-55897	180	18	,	,	PUNCT
asir-55897	180	19	&	&	CCONJ
asir-55897	180	20	shiming	shime	VERB
asir-55897	180	21	wei	wei	PROPN
asir-55897	180	22	.	.	PUNCT
asir-55897	181	1	(	(	PUNCT
asir-55897	181	2	2018	2018	NUM
asir-55897	181	3	)	)	PUNCT
asir-55897	181	4	.	.	PUNCT
asir-55897	182	1	study	study	NOUN
asir-55897	182	2	on	on	ADP
asir-55897	182	3	intelligent	intelligent	ADJ
asir-55897	182	4	prediction	prediction	NOUN
asir-55897	182	5	for	for	ADP
asir-55897	182	6	risk	risk	NOUN
asir-55897	182	7	level	level	NOUN
asir-55897	182	8	of	of	ADP
asir-55897	182	9	lost	lose	VERB
asir-55897	182	10	circulation	circulation	NOUN
asir-55897	182	11	while	while	SCONJ
asir-55897	182	12	drilling	drill	VERB
asir-55897	182	13	based	base	VERB
asir-55897	182	14	on	on	ADP
asir-55897	182	15	machine	machine	NOUN
asir-55897	182	16	learning	learning	NOUN
asir-55897	182	17	.	.	PUNCT
asir-55897	183	1	paper	paper	NOUN
asir-55897	183	2	presented	present	VERB
asir-55897	183	3	at	at	ADP
asir-55897	183	4	the	the	DET
asir-55897	183	5	52nd	52nd	ADJ
asir-55897	183	6	u.s	u.s	PROPN
asir-55897	183	7	.	.	PROPN
asir-55897	183	8	rock	rock	NOUN
asir-55897	183	9	mechanics	mechanic	NOUN
asir-55897	183	10	/	/	SYM
asir-55897	183	11	geomechanics	geomechanic	NOUN
asir-55897	183	12	symposium	symposium	NOUN
asir-55897	183	13	,	,	PUNCT
asir-55897	183	14	seattle	seattle	PROPN
asir-55897	183	15	,	,	PUNCT
asir-55897	183	16	washington	washington	PROPN
asir-55897	183	17	,	,	PUNCT
asir-55897	183	18	june	june	PROPN
asir-55897	183	19	2018	2018	NUM
asir-55897	183	20	.	.	PUNCT
asir-55897	184	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-55897	184	2	applied	apply	VERB
asir-55897	184	3	science	science	NOUN
asir-55897	184	4	and	and	CCONJ
asir-55897	184	5	innovative	innovative	ADJ
asir-55897	184	6	research	research	NOUN
asir-55897	184	7	vol	vol	NOUN
asir-55897	184	8	.	.	PUNCT
asir-55897	185	1	9	9	NUM
asir-55897	185	2	,	,	PUNCT
asir-55897	185	3	no	no	INTJ
asir-55897	185	4	.	.	NOUN
asir-55897	185	5	2	2	NUM
asir-55897	185	6	,	,	PUNCT
asir-55897	185	7	2025	2025	NUM
asir-55897	185	8	11	11	NUM
asir-55897	185	9	published	publish	VERB
asir-55897	185	10	by	by	ADP
asir-55897	185	11	scholink	scholink	PROPN
asir-55897	185	12	inc	inc	PROPN
asir-55897	185	13	.	.	PROPN
asir-55897	185	14	li	li	PROPN
asir-55897	185	15	zhankui	zhankui	PROPN
asir-55897	185	16	,	,	PUNCT
asir-55897	185	17	wu	wu	PROPN
asir-55897	185	18	liwei	liwei	PROPN
asir-55897	185	19	,	,	PUNCT
asir-55897	185	20	guo	guo	PROPN
asir-55897	185	21	mingyu	mingyu	PROPN
asir-55897	185	22	,	,	PUNCT
asir-55897	185	23	xu	xu	PROPN
asir-55897	185	24	kun	kun	PROPN
asir-55897	185	25	,	,	PUNCT
asir-55897	185	26	ma	ma	PROPN
asir-55897	185	27	fugang	fugang	PROPN
asir-55897	185	28	,	,	PUNCT
asir-55897	185	29	&	&	CCONJ
asir-55897	185	30	li	li	PROPN
asir-55897	185	31	wenlong	wenlong	PROPN
asir-55897	185	32	.	.	PUNCT
asir-55897	186	1	(	(	PUNCT
asir-55897	186	2	2024	2024	NUM
asir-55897	186	3	)	)	PUNCT
asir-55897	186	4	.	.	PUNCT
asir-55897	187	1	research	research	NOUN
asir-55897	187	2	and	and	CCONJ
asir-55897	187	3	application	application	NOUN
asir-55897	187	4	of	of	ADP
asir-55897	187	5	integrated	integrate	VERB
asir-55897	187	6	geological	geological	ADJ
asir-55897	187	7	engineering	engineering	NOUN
asir-55897	187	8	technology	technology	NOUN
asir-55897	187	9	for	for	ADP
asir-55897	187	10	deep	deep	ADJ
asir-55897	187	11	high	high	ADJ
asir-55897	187	12	-	-	PUNCT
asir-55897	187	13	pressure	pressure	NOUN
asir-55897	187	14	wells	well	NOUN
asir-55897	187	15	in	in	ADP
asir-55897	187	16	bozhong	bozhong	NOUN
asir-55897	187	17	depression	depression	NOUN
asir-55897	187	18	.	.	PUNCT
asir-55897	188	1	oil	oil	NOUN
asir-55897	188	2	drilling	drilling	NOUN
asir-55897	188	3	technology	technology	NOUN
asir-55897	188	4	,	,	PUNCT
asir-55897	188	5	52(02	52(02	NOUN
asir-55897	188	6	)	)	PUNCT
asir-55897	188	7	,	,	PUNCT
asir-55897	188	8	194	194	NUM
asir-55897	188	9	-	-	SYM
asir-55897	188	10	201	201	NUM
asir-55897	188	11	.	.	PUNCT
asir-55897	189	1	li	li	PROPN
asir-55897	189	2	zhenkang	zhenkang	PROPN
asir-55897	189	3	.	.	PUNCT
asir-55897	190	1	(	(	PUNCT
asir-55897	190	2	2023	2023	NUM
asir-55897	190	3	)	)	PUNCT
asir-55897	190	4	.	.	PUNCT
asir-55897	191	1	machine	machine	NOUN
asir-55897	191	2	learning	learning	NOUN
asir-55897	191	3	based	base	VERB
asir-55897	191	4	well	well	ADV
asir-55897	191	5	leakage	leakage	NOUN
asir-55897	191	6	risk	risk	NOUN
asir-55897	191	7	identification	identification	NOUN
asir-55897	191	8	in	in	ADP
asir-55897	191	9	offshore	offshore	ADJ
asir-55897	191	10	drilling	drilling	NOUN
asir-55897	191	11	(	(	PUNCT
asir-55897	191	12	master	master	NOUN
asir-55897	191	13	's	's	PART
asir-55897	191	14	thesis	thesis	NOUN
asir-55897	191	15	,	,	PUNCT
asir-55897	191	16	china	china	PROPN
asir-55897	191	17	university	university	PROPN
asir-55897	191	18	of	of	ADP
asir-55897	191	19	petroleum	petroleum	PROPN
asir-55897	191	20	,	,	PUNCT
asir-55897	191	21	beijing	beijing	PROPN
asir-55897	191	22	)	)	PUNCT
asir-55897	191	23	.	.	PUNCT
asir-55897	192	1	lietard	lietard	PROPN
asir-55897	192	2	olivier	olivier	PROPN
asir-55897	192	3	,	,	PUNCT
asir-55897	192	4	unwin	unwin	PROPN
asir-55897	192	5	tessa	tessa	PROPN
asir-55897	192	6	,	,	PUNCT
asir-55897	192	7	guillot	guillot	ADJ
asir-55897	192	8	dominique	dominique	NOUN
asir-55897	192	9	,	,	PUNCT
asir-55897	192	10	&	&	CCONJ
asir-55897	192	11	mike	mike	PROPN
asir-55897	192	12	hodder	hodder	PROPN
asir-55897	192	13	.	.	PUNCT
asir-55897	193	1	(	(	PUNCT
asir-55897	193	2	1996	1996	NUM
asir-55897	193	3	)	)	PUNCT
asir-55897	193	4	.	.	PUNCT
asir-55897	194	1	fracture	fracture	NOUN
asir-55897	194	2	width	width	NOUN
asir-55897	194	3	lwd	lwd	NOUN
asir-55897	194	4	and	and	CCONJ
asir-55897	194	5	drilling	drill	VERB
asir-55897	194	6	mud	mud	NOUN
asir-55897	194	7	/	/	SYM
asir-55897	194	8	lcm	lcm	NOUN
asir-55897	194	9	selection	selection	NOUN
asir-55897	194	10	guidelines	guideline	NOUN
asir-55897	194	11	in	in	ADP
asir-55897	194	12	naturally	naturally	ADV
asir-55897	194	13	fractured	fracture	VERB
asir-55897	194	14	reservoirs	reservoir	NOUN
asir-55897	194	15	.	.	PUNCT
asir-55897	195	1	paper	paper	NOUN
asir-55897	195	2	presented	present	VERB
asir-55897	195	3	at	at	ADP
asir-55897	195	4	the	the	DET
asir-55897	195	5	european	european	PROPN
asir-55897	195	6	petroleum	petroleum	PROPN
asir-55897	195	7	conference	conference	PROPN
asir-55897	195	8	,	,	PUNCT
asir-55897	195	9	milan	milan	PROPN
asir-55897	195	10	,	,	PUNCT
asir-55897	195	11	italy	italy	PROPN
asir-55897	195	12	,	,	PUNCT
asir-55897	195	13	october	october	PROPN
asir-55897	195	14	1996	1996	NUM
asir-55897	195	15	.	.	PUNCT
asir-55897	196	1	liu	liu	PROPN
asir-55897	196	2	biao	biao	PROPN
asir-55897	196	3	,	,	PUNCT
asir-55897	196	4	li	li	PROPN
asir-55897	196	5	xiaoxiao	xiaoxiao	PROPN
asir-55897	196	6	,	,	PUNCT
asir-55897	196	7	li	li	PROPN
asir-55897	196	8	shuanggui	shuanggui	PROPN
asir-55897	196	9	,	,	PUNCT
asir-55897	196	10	tan	tan	PROPN
asir-55897	196	11	jun	jun	PROPN
asir-55897	196	12	,	,	PUNCT
asir-55897	196	13	wang	wang	PROPN
asir-55897	196	14	guohua	guohua	PROPN
asir-55897	196	15	,	,	PUNCT
asir-55897	196	16	&	&	CCONJ
asir-55897	196	17	liu	liu	PROPN
asir-55897	196	18	hongbin	hongbin	PROPN
asir-55897	196	19	.	.	PUNCT
asir-55897	197	1	(	(	PUNCT
asir-55897	197	2	2019	2019	NUM
asir-55897	197	3	)	)	PUNCT
asir-55897	197	4	.	.	PUNCT
asir-55897	198	1	well	well	INTJ
asir-55897	198	2	leakage	leakage	NOUN
asir-55897	198	3	prediction	prediction	NOUN
asir-55897	198	4	based	base	VERB
asir-55897	198	5	on	on	ADP
asir-55897	198	6	support	support	NOUN
asir-55897	198	7	vector	vector	NOUN
asir-55897	198	8	regression	regression	NOUN
asir-55897	198	9	.	.	PUNCT
asir-55897	199	1	drilling	drilling	NOUN
asir-55897	199	2	process	process	NOUN
asir-55897	199	3	,	,	PUNCT
asir-55897	199	4	42(06	42(06	PROPN
asir-55897	199	5	)	)	PUNCT
asir-55897	199	6	,	,	PUNCT
asir-55897	199	7	17	17	NUM
asir-55897	199	8	-	-	SYM
asir-55897	199	9	20	20	NUM
asir-55897	199	10	+	+	NOUN
asir-55897	199	11	1	1	NUM
asir-55897	199	12	-	-	SYM
asir-55897	199	13	2	2	NUM
asir-55897	199	14	.	.	PUNCT
asir-55897	200	1	liu	liu	PROPN
asir-55897	200	2	xinran	xinran	PROPN
asir-55897	200	3	.	.	PUNCT
asir-55897	201	1	(	(	PUNCT
asir-55897	201	2	2019	2019	NUM
asir-55897	201	3	)	)	PUNCT
asir-55897	201	4	.	.	PUNCT
asir-55897	202	1	research	research	NOUN
asir-55897	202	2	on	on	ADP
asir-55897	202	3	the	the	DET
asir-55897	202	4	mechanism	mechanism	NOUN
asir-55897	202	5	and	and	CCONJ
asir-55897	202	6	experimental	experimental	ADJ
asir-55897	202	7	evaluation	evaluation	NOUN
asir-55897	202	8	of	of	ADP
asir-55897	202	9	leakage	leakage	NOUN
asir-55897	202	10	prevention	prevention	NOUN
asir-55897	202	11	and	and	CCONJ
asir-55897	202	12	plugging	plug	VERB
asir-55897	202	13	in	in	ADP
asir-55897	202	14	edong	edong	PROPN
asir-55897	202	15	area	area	NOUN
asir-55897	202	16	(	(	PUNCT
asir-55897	202	17	master	master	NOUN
asir-55897	202	18	's	's	PART
asir-55897	202	19	thesis	thesis	NOUN
asir-55897	202	20	,	,	PUNCT
asir-55897	202	21	china	china	PROPN
asir-55897	202	22	university	university	PROPN
asir-55897	202	23	of	of	ADP
asir-55897	202	24	petroleum	petroleum	NOUN
asir-55897	202	25	(	(	PUNCT
asir-55897	202	26	beijing	beijing	PROPN
asir-55897	202	27	)	)	PUNCT
asir-55897	202	28	)	)	PUNCT
asir-55897	202	29	.	.	PUNCT
asir-55897	203	1	luo	luo	PROPN
asir-55897	203	2	ming	ming	PROPN
asir-55897	203	3	,	,	PUNCT
asir-55897	203	4	li	li	PROPN
asir-55897	203	5	shengyang	shengyang	PROPN
asir-55897	203	6	,	,	PUNCT
asir-55897	203	7	peng	peng	PROPN
asir-55897	203	8	wei	wei	PROPN
asir-55897	203	9	,	,	PUNCT
asir-55897	203	10	&	&	CCONJ
asir-55897	203	11	zhou	zhou	PROPN
asir-55897	203	12	zhuang	zhuang	PROPN
asir-55897	203	13	.	.	PUNCT
asir-55897	203	14	(	(	PUNCT
asir-55897	203	15	2023	2023	NUM
asir-55897	203	16	)	)	PUNCT
asir-55897	203	17	.	.	PUNCT
asir-55897	204	1	well	well	INTJ
asir-55897	204	2	leakage	leakage	NOUN
asir-55897	204	3	prediction	prediction	NOUN
asir-55897	204	4	based	base	VERB
asir-55897	204	5	on	on	ADP
asir-55897	204	6	deep	deep	ADJ
asir-55897	204	7	convolutional	convolutional	ADJ
asir-55897	204	8	feature	feature	NOUN
asir-55897	204	9	reconstruction	reconstruction	NOUN
asir-55897	204	10	.	.	PUNCT
asir-55897	205	1	computer	computer	NOUN
asir-55897	205	2	simulation	simulation	PROPN
asir-55897	205	3	,	,	PUNCT
asir-55897	205	4	40(07	40(07	PROPN
asir-55897	205	5	)	)	PUNCT
asir-55897	205	6	,	,	PUNCT
asir-55897	205	7	82	82	NUM
asir-55897	205	8	-	-	SYM
asir-55897	205	9	88	88	NUM
asir-55897	205	10	.	.	PUNCT
asir-55897	206	1	maglione	maglione	PROPN
asir-55897	206	2	,	,	PUNCT
asir-55897	206	3	r.	r.	PROPN
asir-55897	206	4	,	,	PUNCT
asir-55897	206	5	&	&	CCONJ
asir-55897	206	6	marsala	marsala	PROPN
asir-55897	206	7	,	,	PUNCT
asir-55897	206	8	a.	a.	NOUN
asir-55897	206	9	(	(	PUNCT
asir-55897	206	10	1997	1997	NUM
asir-55897	206	11	)	)	PUNCT
asir-55897	206	12	.	.	PUNCT
asir-55897	207	1	drilling	drill	VERB
asir-55897	207	2	mud	mud	NOUN
asir-55897	207	3	losses	loss	NOUN
asir-55897	207	4	:	:	PUNCT
asir-55897	207	5	problem	problem	NOUN
asir-55897	207	6	analysis	analysis	NOUN
asir-55897	207	7	.	.	PUNCT
asir-55897	208	1	agip	agip	PROPN
asir-55897	208	2	internal	internal	ADJ
asir-55897	208	3	report	report	NOUN
asir-55897	208	4	(	(	PUNCT
asir-55897	208	5	1997	1997	NUM
asir-55897	208	6	)	)	PUNCT
asir-55897	208	7	.	.	PUNCT
asir-55897	209	1	majdi	majdi	PROPN
asir-55897	209	2	,	,	PUNCT
asir-55897	209	3	r.	r.	PROPN
asir-55897	209	4	(	(	PUNCT
asir-55897	209	5	2006	2006	NUM
asir-55897	209	6	)	)	PUNCT
asir-55897	209	7	.	.	PUNCT
asir-55897	210	1	modeling	modeling	NOUN
asir-55897	210	2	of	of	ADP
asir-55897	210	3	yield	yield	NOUN
asir-55897	210	4	-	-	PUNCT
asir-55897	210	5	power	power	NOUN
asir-55897	210	6	-	-	PUNCT
asir-55897	210	7	law	law	NOUN
asir-55897	210	8	type	type	NOUN
asir-55897	210	9	of	of	ADP
asir-55897	210	10	drilling	drilling	NOUN
asir-55897	210	11	fluid	fluid	NOUN
asir-55897	210	12	losses	loss	NOUN
asir-55897	210	13	in	in	ADP
asir-55897	210	14	naturally	naturally	ADV
asir-55897	210	15	fractured	fracture	VERB
asir-55897	210	16	reservoirs	reservoir	NOUN
asir-55897	210	17	.	.	PUNCT
asir-55897	211	1	tudrp	tudrp	PROPN
asir-55897	211	2	advisory	advisory	PROPN
asir-55897	211	3	board	board	PROPN
asir-55897	211	4	meeting	meeting	NOUN
asir-55897	211	5	report	report	NOUN
asir-55897	211	6	,	,	PUNCT
asir-55897	211	7	the	the	DET
asir-55897	211	8	university	university	NOUN
asir-55897	211	9	of	of	ADP
asir-55897	211	10	tulsa	tulsa	PROPN
asir-55897	211	11	,	,	PUNCT
asir-55897	211	12	2006	2006	NUM
asir-55897	211	13	,	,	PUNCT
asir-55897	211	14	11	11	NUM
asir-55897	211	15	.	.	PUNCT
asir-55897	212	1	sanfillippo	sanfillippo	PROPN
asir-55897	212	2	,	,	PUNCT
asir-55897	212	3	f.	f.	PROPN
asir-55897	212	4	,	,	PUNCT
asir-55897	212	5	brignoli	brignoli	PROPN
asir-55897	212	6	,	,	PUNCT
asir-55897	212	7	m.	m.	NOUN
asir-55897	212	8	,	,	PUNCT
asir-55897	212	9	santarelli	santarelli	PROPN
asir-55897	212	10	,	,	PUNCT
asir-55897	212	11	f.	f.	PROPN
asir-55897	212	12	j.	j.	PROPN
asir-55897	212	13	,	,	PUNCT
asir-55897	212	14	&	&	CCONJ
asir-55897	212	15	bezzola	bezzola	PROPN
asir-55897	212	16	,	,	PUNCT
asir-55897	212	17	c.	c.	PROPN
asir-55897	212	18	(	(	PUNCT
asir-55897	212	19	1997	1997	NUM
asir-55897	212	20	)	)	PUNCT
asir-55897	212	21	.	.	PUNCT
asir-55897	213	1	characterization	characterization	NOUN
asir-55897	213	2	of	of	ADP
asir-55897	213	3	conductive	conductive	ADJ
asir-55897	213	4	fractures	fracture	NOUN
asir-55897	213	5	while	while	SCONJ
asir-55897	213	6	drilling	drilling	NOUN
asir-55897	213	7	.	.	PUNCT
asir-55897	214	1	paper	paper	NOUN
asir-55897	214	2	presented	present	VERB
asir-55897	214	3	at	at	ADP
asir-55897	214	4	the	the	DET
asir-55897	214	5	spe	spe	PROPN
asir-55897	214	6	european	european	ADJ
asir-55897	214	7	formation	formation	PROPN
asir-55897	214	8	damage	damage	NOUN
asir-55897	214	9	conference	conference	NOUN
asir-55897	214	10	,	,	PUNCT
asir-55897	214	11	the	the	DET
asir-55897	214	12	hague	hague	PROPN
asir-55897	214	13	,	,	PUNCT
asir-55897	214	14	netherlands	netherlands	PROPN
asir-55897	214	15	,	,	PUNCT
asir-55897	214	16	june	june	PROPN
asir-55897	214	17	1997	1997	NUM
asir-55897	214	18	.	.	PUNCT
asir-55897	215	1	shi	shi	PROPN
asir-55897	215	2	xiaoyan	xiaoyan	PROPN
asir-55897	215	3	,	,	PUNCT
asir-55897	215	4	ji	ji	PROPN
asir-55897	215	5	yong	yong	PROPN
asir-55897	215	6	,	,	PUNCT
asir-55897	215	7	cui	cui	PROPN
asir-55897	215	8	mang	mang	PROPN
asir-55897	215	9	,	,	PUNCT
asir-55897	215	10	li	li	PROPN
asir-55897	215	11	zhongming	zhongming	PROPN
asir-55897	215	12	,	,	PUNCT
asir-55897	215	13	&	&	CCONJ
asir-55897	215	14	zhao	zhao	PROPN
asir-55897	215	15	fei	fei	PROPN
asir-55897	215	16	.	.	PUNCT
asir-55897	216	1	(	(	PUNCT
asir-55897	216	2	2023	2023	NUM
asir-55897	216	3	)	)	PUNCT
asir-55897	216	4	.	.	PUNCT
asir-55897	217	1	automatic	automatic	ADJ
asir-55897	217	2	identification	identification	NOUN
asir-55897	217	3	of	of	ADP
asir-55897	217	4	drilling	drill	VERB
asir-55897	217	5	fluid	fluid	ADJ
asir-55897	217	6	leakage	leakage	NOUN
asir-55897	217	7	types	type	NOUN
asir-55897	217	8	based	base	VERB
asir-55897	217	9	on	on	ADP
asir-55897	217	10	symbolic	symbolic	ADJ
asir-55897	217	11	aggregation	aggregation	NOUN
asir-55897	217	12	approximation	approximation	NOUN
asir-55897	217	13	.	.	PUNCT
asir-55897	218	1	petroleum	petroleum	NOUN
asir-55897	218	2	drilling	drilling	NOUN
asir-55897	218	3	process	process	NOUN
asir-55897	218	4	,	,	PUNCT
asir-55897	218	5	45(06	45(06	NOUN
asir-55897	218	6	)	)	PUNCT
asir-55897	218	7	,	,	PUNCT
asir-55897	218	8	696	696	NUM
asir-55897	218	9	-	-	SYM
asir-55897	218	10	703	703	NUM
asir-55897	218	11	.	.	PUNCT
asir-55897	219	1	http://doiorg/10.13639	http://doiorg/10.13639	PROPN
asir-55897	219	2	/	/	SYM
asir-55897	219	3	j.odpt.202302038	j.odpt.202302038	PROPN
asir-55897	219	4	shi	shi	PROPN
asir-55897	219	5	xiaoyan	xiaoyan	PROPN
asir-55897	219	6	,	,	PUNCT
asir-55897	219	7	zhou	zhou	PROPN
asir-55897	219	8	yingcao	yingcao	PROPN
asir-55897	219	9	,	,	PUNCT
asir-55897	219	10	zhao	zhao	PROPN
asir-55897	219	11	liping	liping	PROPN
asir-55897	219	12	,	,	PUNCT
asir-55897	219	13	&	&	CCONJ
asir-55897	219	14	jiang	jiang	PROPN
asir-55897	219	15	hongwei	hongwei	PROPN
asir-55897	219	16	.	.	PUNCT
asir-55897	220	1	(	(	PUNCT
asir-55897	220	2	2020	2020	NUM
asir-55897	220	3	)	)	PUNCT
asir-55897	220	4	.	.	PUNCT
asir-55897	221	1	random	random	ADJ
asir-55897	221	2	forest	forest	NOUN
asir-55897	221	3	-	-	PUNCT
asir-55897	221	4	based	base	VERB
asir-55897	221	5	real	real	ADJ
asir-55897	221	6	-	-	PUNCT
asir-55897	221	7	time	time	NOUN
asir-55897	221	8	judgement	judgement	NOUN
asir-55897	221	9	of	of	ADP
asir-55897	221	10	leakage	leakage	NOUN
asir-55897	221	11	.	.	PUNCT
asir-55897	222	1	drilling	drilling	NOUN
asir-55897	222	2	process	process	NOUN
asir-55897	222	3	,	,	PUNCT
asir-55897	222	4	43(01	43(01	NOUN
asir-55897	222	5	)	)	PUNCT
asir-55897	222	6	,	,	PUNCT
asir-55897	222	7	9	9	NUM
asir-55897	222	8	-	-	SYM
asir-55897	222	9	12	12	NUM
asir-55897	222	10	+	+	NOUN
asir-55897	222	11	7	7	NUM
asir-55897	222	12	.	.	PUNCT
asir-55897	222	13	song	song	PROPN
asir-55897	222	14	yan	yan	PROPN
asir-55897	222	15	.	.	PUNCT
asir-55897	223	1	(	(	PUNCT
asir-55897	223	2	2022	2022	NUM
asir-55897	223	3	)	)	PUNCT
asir-55897	223	4	.	.	PUNCT
asir-55897	224	1	research	research	NOUN
asir-55897	224	2	on	on	ADP
asir-55897	224	3	intelligent	intelligent	ADJ
asir-55897	224	4	identification	identification	NOUN
asir-55897	224	5	method	method	NOUN
asir-55897	224	6	of	of	ADP
asir-55897	224	7	well	well	ADJ
asir-55897	224	8	leakage	leakage	NOUN
asir-55897	224	9	risk	risk	NOUN
asir-55897	224	10	state	state	NOUN
asir-55897	224	11	based	base	VERB
asir-55897	224	12	on	on	ADP
asir-55897	224	13	extreme	extreme	ADJ
asir-55897	224	14	learning	learning	NOUN
asir-55897	224	15	machine	machine	NOUN
asir-55897	224	16	(	(	PUNCT
asir-55897	224	17	master	master	NOUN
asir-55897	224	18	's	's	PART
asir-55897	224	19	thesis	thesis	NOUN
asir-55897	224	20	,	,	PUNCT
asir-55897	224	21	china	china	PROPN
asir-55897	224	22	university	university	PROPN
asir-55897	224	23	of	of	ADP
asir-55897	224	24	petroleum	petroleum	NOUN
asir-55897	224	25	(	(	PUNCT
asir-55897	224	26	beijing	beijing	PROPN
asir-55897	224	27	)	)	PUNCT
asir-55897	224	28	)	)	PUNCT
asir-55897	224	29	.	.	PUNCT
asir-55897	225	1	wang	wang	PROPN
asir-55897	225	2	yezhong	yezhong	PROPN
asir-55897	225	3	,	,	PUNCT
asir-55897	225	4	yili	yili	PROPN
asir-55897	225	5	kang	kang	PROPN
asir-55897	225	6	,	,	PUNCT
asir-55897	225	7	lijun	lijun	VERB
asir-55897	225	8	you	you	PRON
asir-55897	225	9	,	,	PUNCT
asir-55897	225	10	&	&	CCONJ
asir-55897	225	11	jiajie	jiajie	PROPN
asir-55897	225	12	liu	liu	PROPN
asir-55897	225	13	.	.	PUNCT
asir-55897	226	1	(	(	PUNCT
asir-55897	226	2	2007	2007	NUM
asir-55897	226	3	)	)	PUNCT
asir-55897	226	4	.	.	PUNCT
asir-55897	227	1	leakage	leakage	NOUN
asir-55897	227	2	mechanism	mechanism	NOUN
asir-55897	227	3	and	and	CCONJ
asir-55897	227	4	control	control	NOUN
asir-55897	227	5	technology	technology	NOUN
asir-55897	227	6	in	in	ADP
asir-55897	227	7	fractured	fractured	ADJ
asir-55897	227	8	reservoirs	reservoir	NOUN
asir-55897	227	9	.	.	PUNCT
asir-55897	228	1	drilling	drilling	NOUN
asir-55897	228	2	and	and	CCONJ
asir-55897	228	3	completion	completion	NOUN
asir-55897	228	4	fluids	fluid	NOUN
asir-55897	228	5	,	,	PUNCT
asir-55897	228	6	(	(	PUNCT
asir-55897	228	7	04	04	NUM
asir-55897	228	8	)	)	PUNCT
asir-55897	228	9	,	,	PUNCT
asir-55897	228	10	74	74	NUM
asir-55897	228	11	-	-	SYM
asir-55897	228	12	77	77	NUM
asir-55897	228	13	+	+	NUM
asir-55897	228	14	99	99	NUM
asir-55897	228	15	.	.	PUNCT
asir-55897	229	1	wang	wang	PROPN
asir-55897	229	2	,	,	PUNCT
asir-55897	229	3	t.	t.	PROPN
asir-55897	229	4	,	,	PUNCT
asir-55897	229	5	liu	liu	PROPN
asir-55897	229	6	,	,	PUNCT
asir-55897	229	7	f.	f.	PROPN
asir-55897	229	8	z.	z.	PROPN
asir-55897	229	9	,	,	PUNCT
asir-55897	229	10	luo	luo	PROPN
asir-55897	229	11	,	,	PUNCT
asir-55897	229	12	w.	w.	PROPN
asir-55897	229	13	,	,	PUNCT
asir-55897	229	14	yan	yan	PROPN
asir-55897	229	15	,	,	PUNCT
asir-55897	229	16	z.	z.	PROPN
asir-55897	229	17	h.	h.	PROPN
asir-55897	229	18	,	,	PUNCT
asir-55897	229	19	lu	lu	PROPN
asir-55897	229	20	,	,	PUNCT
asir-55897	229	21	h.	h.	PROPN
asir-55897	229	22	y.	y.	PROPN
asir-55897	229	23	,	,	PUNCT
asir-55897	229	24	&	&	CCONJ
asir-55897	229	25	guo	guo	PROPN
asir-55897	229	26	,	,	PUNCT
asir-55897	229	27	b.	b.	PROPN
asir-55897	229	28	(	(	PUNCT
asir-55897	229	29	2021	2021	NUM
asir-55897	229	30	)	)	PUNCT
asir-55897	229	31	.	.	PUNCT
asir-55897	230	1	progress	progress	NOUN
asir-55897	230	2	and	and	CCONJ
asir-55897	230	3	development	development	NOUN
asir-55897	230	4	of	of	ADP
asir-55897	230	5	leakage	leakage	NOUN
asir-55897	230	6	prevention	prevention	NOUN
asir-55897	230	7	and	and	CCONJ
asir-55897	230	8	plugging	plug	VERB
asir-55897	230	9	technology	technology	NOUN
asir-55897	230	10	in	in	ADP
asir-55897	230	11	tarim	tarim	PROPN
asir-55897	230	12	oilfield	oilfield	PROPN
asir-55897	230	13	.	.	PUNCT
asir-55897	231	1	oil	oil	NOUN
asir-55897	231	2	drilling	drilling	NOUN
asir-55897	231	3	technology	technology	NOUN
asir-55897	231	4	,	,	PUNCT
asir-55897	231	5	49(01	49(01	NUM
asir-55897	231	6	)	)	PUNCT
asir-55897	231	7	,	,	PUNCT
asir-55897	231	8	28	28	NUM
asir-55897	231	9	-	-	SYM
asir-55897	231	10	33	33	NUM
asir-55897	231	11	.	.	PUNCT
asir-55897	232	1	wang	wang	PROPN
asir-55897	232	2	,	,	PUNCT
asir-55897	232	3	x.	x.	PROPN
asir-55897	232	4	,	,	PUNCT
asir-55897	232	5	&	&	CCONJ
asir-55897	232	6	zhang	zhang	PROPN
asir-55897	232	7	,	,	PUNCT
asir-55897	232	8	q.	q.	PROPN
asir-55897	232	9	z.	z.	PROPN
asir-55897	232	10	(	(	PUNCT
asir-55897	232	11	2022	2022	NUM
asir-55897	232	12	)	)	PUNCT
asir-55897	232	13	.	.	PUNCT
asir-55897	233	1	improved	improve	VERB
asir-55897	233	2	sparrow	sparrow	ADJ
asir-55897	233	3	search	search	NOUN
asir-55897	233	4	algorithm	algorithm	NOUN
asir-55897	233	5	to	to	PART
asir-55897	233	6	optimise	optimise	VERB
asir-55897	233	7	support	support	NOUN
asir-55897	233	8	vector	vector	NOUN
asir-55897	233	9	machine	machine	NOUN
asir-55897	233	10	for	for	ADP
asir-55897	233	11	well	well	ADJ
asir-55897	233	12	leakage	leakage	NOUN
asir-55897	233	13	prediction	prediction	NOUN
asir-55897	233	14	.	.	PUNCT
asir-55897	234	1	science	science	NOUN
asir-55897	234	2	,	,	PUNCT
asir-55897	234	3	technology	technology	NOUN
asir-55897	234	4	and	and	CCONJ
asir-55897	234	5	engineering	engineering	NOUN
asir-55897	234	6	,	,	PUNCT
asir-55897	234	7	22(34	22(34	NUM
asir-55897	234	8	)	)	PUNCT
asir-55897	234	9	,	,	PUNCT
asir-55897	234	10	15115	15115	NUM
asir-55897	234	11	-	-	SYM
asir-55897	234	12	15122	15122	NUM
asir-55897	234	13	.	.	PUNCT
asir-55897	235	1	xue	xue	PROPN
asir-55897	235	2	jiu	jiu	PROPN
asir-55897	235	3	-	-	PUNCT
asir-55897	235	4	huo	huo	PROPN
asir-55897	235	5	,	,	PUNCT
asir-55897	235	6	liu	liu	PROPN
asir-55897	235	7	qiang	qiang	PROPN
asir-55897	235	8	,	,	PUNCT
asir-55897	235	9	wang	wang	PROPN
asir-55897	235	10	xiang	xiang	PROPN
asir-55897	235	11	,	,	PUNCT
asir-55897	235	12	&	&	CCONJ
asir-55897	235	13	he	he	PRON
asir-55897	235	14	liu	liu	PROPN
asir-55897	235	15	.	.	PUNCT
asir-55897	236	1	(	(	PUNCT
asir-55897	236	2	2016).an	2016).an	NUM
asir-55897	236	3	analysis	analysis	NOUN
asir-55897	236	4	of	of	ADP
asir-55897	236	5	the	the	DET
asir-55897	236	6	causes	cause	NOUN
asir-55897	236	7	of	of	ADP
asir-55897	236	8	paleozoic	paleozoic	PROPN
asir-55897	236	9	well	well	ADJ
asir-55897	236	10	leakage	leakage	NOUN
asir-55897	236	11	in	in	ADP
asir-55897	236	12	mx10	mx10	PROPN
asir-55897	236	13	well	well	ADV
asir-55897	236	14	and	and	CCONJ
asir-55897	236	15	suggestions	suggestion	NOUN
asir-55897	236	16	.	.	PUNCT
asir-55897	237	1	drilling	drilling	NOUN
asir-55897	237	2	and	and	CCONJ
asir-55897	237	3	mining	mining	NOUN
asir-55897	237	4	process	process	NOUN
asir-55897	237	5	,	,	PUNCT
asir-55897	237	6	39(01	39(01	NUM
asir-55897	237	7	)	)	PUNCT
asir-55897	237	8	,	,	PUNCT
asir-55897	237	9	38	38	NUM
asir-55897	237	10	-	-	SYM
asir-55897	237	11	41	41	NUM
asir-55897	237	12	+	+	NOUN
asir-55897	237	13	7	7	NUM
asir-55897	237	14	-	-	SYM
asir-55897	237	15	8	8	NUM
asir-55897	237	16	.	.	PUNCT
asir-55897	237	17	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-55897	237	18	applied	apply	VERB
asir-55897	237	19	science	science	NOUN
asir-55897	237	20	and	and	CCONJ
asir-55897	237	21	innovative	innovative	ADJ
asir-55897	237	22	research	research	NOUN
asir-55897	237	23	vol	vol	NOUN
asir-55897	237	24	.	.	PUNCT
asir-55897	238	1	9	9	NUM
asir-55897	238	2	,	,	PUNCT
asir-55897	238	3	no	no	INTJ
asir-55897	238	4	.	.	NOUN
asir-55897	238	5	2	2	NUM
asir-55897	238	6	,	,	PUNCT
asir-55897	238	7	2025	2025	NUM
asir-55897	238	8	12	12	NUM
asir-55897	238	9	published	publish	VERB
asir-55897	238	10	by	by	ADP
asir-55897	238	11	scholink	scholink	PROPN
asir-55897	238	12	inc	inc	PROPN
asir-55897	238	13	.	.	PROPN
asir-55897	238	14	yang	yang	PROPN
asir-55897	238	15	xianzhang	xianzhang	PROPN
asir-55897	238	16	,	,	PUNCT
asir-55897	238	17	cai	cai	PROPN
asir-55897	238	18	zhenzhong	zhenzhong	PROPN
asir-55897	238	19	,	,	PUNCT
asir-55897	238	20	lei	lei	PROPN
asir-55897	238	21	ganglin	ganglin	PROPN
asir-55897	238	22	,	,	PUNCT
asir-55897	238	23	tang	tang	PROPN
asir-55897	238	24	yanguang	yanguang	PROPN
asir-55897	238	25	,	,	PUNCT
asir-55897	238	26	&	&	CCONJ
asir-55897	238	27	zhao	zhao	PROPN
asir-55897	238	28	danyang	danyang	PROPN
asir-55897	238	29	.	.	PUNCT
asir-55897	239	1	(	(	PUNCT
asir-55897	239	2	2009	2009	NUM
asir-55897	239	3	)	)	PUNCT
asir-55897	239	4	.	.	PUNCT
asir-55897	240	1	geological	geological	ADJ
asir-55897	240	2	characterisation	characterisation	NOUN
asir-55897	240	3	of	of	ADP
asir-55897	240	4	well	well	ADJ
asir-55897	240	5	leakage	leakage	NOUN
asir-55897	240	6	in	in	ADP
asir-55897	240	7	the	the	DET
asir-55897	240	8	kuqa	kuqa	PROPN
asir-55897	240	9	depression	depression	PROPN
asir-55897	240	10	.	.	PUNCT
asir-55897	241	1	drilling	drilling	NOUN
asir-55897	241	2	process	process	NOUN
asir-55897	241	3	,	,	PUNCT
asir-55897	241	4	32(03	32(03	NUM
asir-55897	241	5	)	)	PUNCT
asir-55897	241	6	,	,	PUNCT
asir-55897	241	7	26	26	NUM
asir-55897	241	8	-	-	SYM
asir-55897	241	9	28	28	NUM
asir-55897	241	10	+	+	SYM
asir-55897	241	11	125	125	NUM
asir-55897	241	12	.	.	PUNCT
asir-55897	242	1	zhang	zhang	PROPN
asir-55897	242	2	ou	ou	PROPN
asir-55897	242	3	-	-	PUNCT
asir-55897	242	4	liang	liang	PROPN
asir-55897	242	5	,	,	PUNCT
asir-55897	242	6	zhou	zhou	PROPN
asir-55897	242	7	bo	bo	PROPN
asir-55897	242	8	,	,	PUNCT
asir-55897	242	9	liang	liang	PROPN
asir-55897	242	10	shuang	shuang	PROPN
asir-55897	242	11	,	,	PUNCT
asir-55897	242	12	zhang	zhang	PROPN
asir-55897	242	13	yao	yao	PROPN
asir-55897	242	14	-	-	PUNCT
asir-55897	242	15	ming	ming	PROPN
asir-55897	242	16	,	,	PUNCT
asir-55897	242	17	luo	luo	PROPN
asir-55897	242	18	fang	fang	PROPN
asir-55897	242	19	-	-	PUNCT
asir-55897	242	20	wei	wei	PROPN
asir-55897	242	21	,	,	PUNCT
asir-55897	242	22	wang	wang	PROPN
asir-55897	242	23	peng	peng	PROPN
asir-55897	242	24	-	-	PUNCT
asir-55897	242	25	cheng	cheng	PROPN
asir-55897	242	26	,	,	PUNCT
asir-55897	242	27	&	&	CCONJ
asir-55897	242	28	ren	ren	PROPN
asir-55897	242	29	hai	hai	PROPN
asir-55897	242	30	-	-	PUNCT
asir-55897	242	31	fan	fan	PROPN
asir-55897	242	32	.	.	PUNCT
asir-55897	243	1	(	(	PUNCT
asir-55897	243	2	2023	2023	NUM
asir-55897	243	3	)	)	PUNCT
asir-55897	243	4	.	.	PUNCT
asir-55897	244	1	analysis	analysis	NOUN
asir-55897	244	2	of	of	ADP
asir-55897	244	3	factors	factor	NOUN
asir-55897	244	4	affecting	affect	VERB
asir-55897	244	5	leakage	leakage	NOUN
asir-55897	244	6	due	due	ADP
asir-55897	244	7	to	to	ADP
asir-55897	244	8	agitation	agitation	NOUN
asir-55897	244	9	pressure	pressure	NOUN
asir-55897	244	10	.	.	PUNCT
asir-55897	245	1	oil	oil	NOUN
asir-55897	245	2	&	&	CCONJ
asir-55897	245	3	gas	gas	NOUN
asir-55897	245	4	chemistry	chemistry	NOUN
asir-55897	245	5	,	,	PUNCT
asir-55897	245	6	52(03	52(03	PROPN
asir-55897	245	7	)	)	PUNCT
asir-55897	245	8	,	,	PUNCT
asir-55897	245	9	92	92	NUM
asir-55897	245	10	-	-	SYM
asir-55897	245	11	96	96	NUM
asir-55897	245	12	.	.	PUNCT
asir-55897	246	1	zhang	zhang	PROPN
asir-55897	246	2	xiaocheng	xiaocheng	PROPN
asir-55897	246	3	,	,	PUNCT
asir-55897	246	4	huo	huo	PROPN
asir-55897	246	5	hongbo	hongbo	PROPN
asir-55897	246	6	,	,	PUNCT
asir-55897	246	7	lin	lin	PROPN
asir-55897	246	8	jiayu	jiayu	PROPN
asir-55897	246	9	,	,	PUNCT
asir-55897	246	10	liu	liu	PROPN
asir-55897	246	11	hailong	hailong	PROPN
asir-55897	246	12	,	,	PUNCT
asir-55897	246	13	&	&	CCONJ
asir-55897	246	14	li	li	PROPN
asir-55897	246	15	jin	jin	PROPN
asir-55897	246	16	.	.	PUNCT
asir-55897	247	1	(	(	PUNCT
asir-55897	247	2	2022	2022	NUM
asir-55897	247	3	)	)	PUNCT
asir-55897	247	4	.	.	PUNCT
asir-55897	248	1	geo	geo	PROPN
asir-55897	248	2	-	-	PUNCT
asir-55897	248	3	engineering	engineering	NOUN
asir-55897	248	4	integrated	integrate	VERB
asir-55897	248	5	well	well	ADV
asir-55897	248	6	leakage	leakage	NOUN
asir-55897	248	7	early	early	ADJ
asir-55897	248	8	warning	warning	NOUN
asir-55897	248	9	technology	technology	NOUN
asir-55897	248	10	for	for	ADP
asir-55897	248	11	fractured	fractured	ADJ
asir-55897	248	12	reservoirs	reservoir	NOUN
asir-55897	248	13	in	in	ADP
asir-55897	248	14	bohai	bohai	ADJ
asir-55897	248	15	oilfield	oilfield	NOUN
asir-55897	248	16	.	.	PUNCT
asir-55897	249	1	oil	oil	NOUN
asir-55897	249	2	drilling	drilling	NOUN
asir-55897	249	3	technology	technology	NOUN
asir-55897	249	4	,	,	PUNCT
asir-55897	249	5	50(06	50(06	NUM
asir-55897	249	6	)	)	PUNCT
asir-55897	249	7	,	,	PUNCT
asir-55897	249	8	72	72	NUM
asir-55897	249	9	-	-	SYM
asir-55897	249	10	77	77	NUM
asir-55897	249	11	.	.	PUNCT
asir-55897	250	1	zhang	zhang	PROPN
asir-55897	250	2	zheng	zheng	PROPN
asir-55897	250	3	,	,	PUNCT
asir-55897	250	4	zhao	zhao	PROPN
asir-55897	250	5	yu	yu	PROPN
asir-55897	250	6	,	,	PUNCT
asir-55897	250	7	wang	wang	PROPN
asir-55897	250	8	jingpeng	jingpeng	PROPN
asir-55897	250	9	,	,	PUNCT
asir-55897	250	10	wang	wang	PROPN
asir-55897	250	11	guorong	guorong	PROPN
asir-55897	250	12	,	,	PUNCT
asir-55897	250	13	zhong	zhong	PROPN
asir-55897	250	14	lin	lin	PROPN
asir-55897	250	15	,	,	PUNCT
asir-55897	250	16	lu	lu	PROPN
asir-55897	250	17	jingsheng	jingsheng	PROPN
asir-55897	250	18	,	,	PUNCT
asir-55897	250	19	&	&	CCONJ
asir-55897	250	20	yuan	yuan	PROPN
asir-55897	250	21	jianpeng	jianpeng	PROPN
asir-55897	250	22	.	.	PUNCT
asir-55897	250	23	(	(	PUNCT
asir-55897	250	24	2023	2023	NUM
asir-55897	250	25	)	)	PUNCT
asir-55897	250	26	.	.	PUNCT
asir-55897	251	1	a	a	DET
asir-55897	251	2	real	real	ADJ
asir-55897	251	3	time	time	NOUN
asir-55897	251	4	monitoring	monitoring	NOUN
asir-55897	251	5	method	method	NOUN
asir-55897	251	6	for	for	ADP
asir-55897	251	7	well	well	ADV
asir-55897	251	8	-	-	PUNCT
asir-55897	251	9	kick	kick	VERB
asir-55897	251	10	and	and	CCONJ
asir-55897	251	11	lost	lose	VERB
asir-55897	251	12	circulation	circulation	NOUN
asir-55897	251	13	based	base	VERB
asir-55897	251	14	on	on	ADP
asir-55897	251	15	distributed	distribute	VERB
asir-55897	251	16	fiber	fiber	NOUN
asir-55897	251	17	optic	optic	ADJ
asir-55897	251	18	temperature	temperature	NOUN
asir-55897	251	19	measurement	measurement	NOUN
asir-55897	251	20	.	.	PUNCT
asir-55897	252	1	geoenergy	geoenergy	PROPN
asir-55897	252	2	science	science	NOUN
asir-55897	252	3	and	and	CCONJ
asir-55897	252	4	engineering	engineering	NOUN
asir-55897	252	5	,	,	PUNCT
asir-55897	252	6	229	229	NUM
asir-55897	252	7	.	.	PUNCT
asir-55897	253	1	zou	zou	PROPN
asir-55897	253	2	,	,	PUNCT
asir-55897	253	3	d.	d.	PROPN
asir-55897	253	4	y.	y.	PROPN
asir-55897	253	5	,	,	PUNCT
asir-55897	253	6	zhao	zhao	PROPN
asir-55897	253	7	,	,	PUNCT
asir-55897	253	8	j.	j.	PROPN
asir-55897	253	9	,	,	PUNCT
asir-55897	253	10	guo	guo	PROPN
asir-55897	253	11	,	,	PUNCT
asir-55897	253	12	y.	y.	PROPN
asir-55897	253	13	l.	l.	PROPN
asir-55897	253	14	,	,	PUNCT
asir-55897	253	15	fang	fang	PROPN
asir-55897	253	16	,	,	PUNCT
asir-55897	253	17	m.	m.	NOUN
asir-55897	253	18	z.	z.	PROPN
asir-55897	253	19	,	,	PUNCT
asir-55897	253	20	&	&	CCONJ
asir-55897	253	21	guan	guan	PROPN
asir-55897	253	22	,	,	PUNCT
asir-55897	253	23	s.	s.	PROPN
asir-55897	253	24	(	(	PUNCT
asir-55897	253	25	2014	2014	NUM
asir-55897	253	26	)	)	PUNCT
asir-55897	253	27	.	.	PUNCT
asir-55897	254	1	leakage	leakage	NOUN
asir-55897	254	2	pressure	pressure	NOUN
asir-55897	254	3	prediction	prediction	NOUN
asir-55897	254	4	model	model	NOUN
asir-55897	254	5	for	for	ADP
asir-55897	254	6	permeable	permeable	ADJ
asir-55897	254	7	sandstone	sandstone	NOUN
asir-55897	254	8	formations	formation	NOUN
asir-55897	254	9	.	.	PUNCT
asir-55897	255	1	oil	oil	NOUN
asir-55897	255	2	drilling	drilling	NOUN
asir-55897	255	3	technology	technology	NOUN
asir-55897	255	4	,	,	PUNCT
asir-55897	255	5	42(01	42(01	NUM
asir-55897	255	6	)	)	PUNCT
asir-55897	255	7	,	,	PUNCT
asir-55897	255	8	33	33	NUM
asir-55897	255	9	-	-	SYM
asir-55897	255	10	36	36	NUM
asir-55897	255	11	.	.	PUNCT