id	sid	tid	token	lemma	pos
ajst-20807	1	1	academic	academic	ADJ
ajst-20807	1	2	journal	journal	NOUN
ajst-20807	1	3	of	of	ADP
ajst-20807	1	4	science	science	NOUN
ajst-20807	1	5	and	and	CCONJ
ajst-20807	1	6	technology	technology	NOUN
ajst-20807	1	7	issn	issn	NOUN
ajst-20807	1	8	:	:	PUNCT
ajst-20807	1	9	2771	2771	NUM
ajst-20807	1	10	-	-	SYM
ajst-20807	1	11	3032	3032	NUM
ajst-20807	1	12	|	|	NOUN
ajst-20807	1	13	vol	vol	NOUN
ajst-20807	1	14	.	.	PROPN
ajst-20807	2	1	10	10	NUM
ajst-20807	2	2	,	,	PUNCT
ajst-20807	2	3	no	no	INTJ
ajst-20807	2	4	.	.	NOUN
ajst-20807	2	5	3	3	NUM
ajst-20807	2	6	,	,	PUNCT
ajst-20807	2	7	2024	2024	NUM
ajst-20807	2	8	163	163	NUM
ajst-20807	2	9	fault	fault	NOUN
ajst-20807	2	10	diagnosis	diagnosis	NOUN
ajst-20807	2	11	research	research	NOUN
ajst-20807	2	12	on	on	ADP
ajst-20807	2	13	aviation	aviation	NOUN
ajst-20807	2	14	aircraft	aircraft	NOUN
ajst-20807	2	15	zeyu	zeyu	NOUN
ajst-20807	2	16	xu1	xu1	VERB
ajst-20807	2	17	,	,	PUNCT
ajst-20807	2	18	*	*	SYM
ajst-20807	2	19	1	1	NUM
ajst-20807	2	20	college	college	NOUN
ajst-20807	2	21	of	of	ADP
ajst-20807	2	22	management	management	NOUN
ajst-20807	2	23	,	,	PUNCT
ajst-20807	2	24	shanghai	shanghai	PROPN
ajst-20807	2	25	university	university	PROPN
ajst-20807	2	26	,	,	PUNCT
ajst-20807	2	27	shanghai	shanghai	PROPN
ajst-20807	2	28	,	,	PUNCT
ajst-20807	2	29	china	china	PROPN
ajst-20807	2	30	*	*	PUNCT
ajst-20807	2	31	corresponding	correspond	VERB
ajst-20807	2	32	author	author	NOUN
ajst-20807	2	33	abstract	abstract	NOUN
ajst-20807	2	34	:	:	PUNCT
ajst-20807	2	35	with	with	ADP
ajst-20807	2	36	the	the	DET
ajst-20807	2	37	development	development	NOUN
ajst-20807	2	38	of	of	ADP
ajst-20807	2	39	modern	modern	ADJ
ajst-20807	2	40	aviation	aviation	NOUN
ajst-20807	2	41	technology	technology	NOUN
ajst-20807	2	42	,	,	PUNCT
ajst-20807	2	43	how	how	SCONJ
ajst-20807	2	44	to	to	PART
ajst-20807	2	45	ensure	ensure	VERB
ajst-20807	2	46	the	the	DET
ajst-20807	2	47	stability	stability	NOUN
ajst-20807	2	48	of	of	ADP
ajst-20807	2	49	the	the	DET
ajst-20807	2	50	air	air	NOUN
ajst-20807	2	51	cargo	cargo	NOUN
ajst-20807	2	52	process	process	NOUN
ajst-20807	2	53	and	and	CCONJ
ajst-20807	2	54	how	how	SCONJ
ajst-20807	2	55	to	to	PART
ajst-20807	2	56	ensure	ensure	VERB
ajst-20807	2	57	the	the	DET
ajst-20807	2	58	safety	safety	NOUN
ajst-20807	2	59	of	of	ADP
ajst-20807	2	60	the	the	DET
ajst-20807	2	61	aircraft	aircraft	NOUN
ajst-20807	2	62	has	have	AUX
ajst-20807	2	63	always	always	ADV
ajst-20807	2	64	been	be	AUX
ajst-20807	2	65	one	one	NUM
ajst-20807	2	66	of	of	ADP
ajst-20807	2	67	the	the	DET
ajst-20807	2	68	important	important	ADJ
ajst-20807	2	69	issues	issue	NOUN
ajst-20807	2	70	of	of	ADP
ajst-20807	2	71	concern	concern	NOUN
ajst-20807	2	72	to	to	ADP
ajst-20807	2	73	the	the	DET
ajst-20807	2	74	air	air	NOUN
ajst-20807	2	75	transport	transport	NOUN
ajst-20807	2	76	industry	industry	NOUN
ajst-20807	2	77	.	.	PUNCT
ajst-20807	3	1	during	during	ADP
ajst-20807	3	2	actual	actual	ADJ
ajst-20807	3	3	transportation	transportation	NOUN
ajst-20807	3	4	,	,	PUNCT
ajst-20807	3	5	aircraft	aircraft	NOUN
ajst-20807	3	6	often	often	ADV
ajst-20807	3	7	lose	lose	VERB
ajst-20807	3	8	control	control	NOUN
ajst-20807	3	9	due	due	ADP
ajst-20807	3	10	to	to	ADP
ajst-20807	3	11	their	their	PRON
ajst-20807	3	12	own	own	ADJ
ajst-20807	3	13	mechanical	mechanical	ADJ
ajst-20807	3	14	failures	failure	NOUN
ajst-20807	3	15	or	or	CCONJ
ajst-20807	3	16	system	system	NOUN
ajst-20807	3	17	failures	failure	NOUN
ajst-20807	3	18	.	.	PUNCT
ajst-20807	4	1	in	in	ADP
ajst-20807	4	2	order	order	NOUN
ajst-20807	4	3	to	to	PART
ajst-20807	4	4	solve	solve	VERB
ajst-20807	4	5	this	this	DET
ajst-20807	4	6	problem	problem	NOUN
ajst-20807	4	7	,	,	PUNCT
ajst-20807	4	8	based	base	VERB
ajst-20807	4	9	on	on	ADP
ajst-20807	4	10	a	a	DET
ajst-20807	4	11	comprehensive	comprehensive	ADJ
ajst-20807	4	12	survey	survey	NOUN
ajst-20807	4	13	of	of	ADP
ajst-20807	4	14	relevant	relevant	ADJ
ajst-20807	4	15	literature	literature	NOUN
ajst-20807	4	16	on	on	ADP
ajst-20807	4	17	aircraft	aircraft	NOUN
ajst-20807	4	18	fault	fault	NOUN
ajst-20807	4	19	diagnosis	diagnosis	NOUN
ajst-20807	4	20	,	,	PUNCT
ajst-20807	4	21	a	a	DET
ajst-20807	4	22	classification	classification	NOUN
ajst-20807	4	23	and	and	CCONJ
ajst-20807	4	24	introduction	introduction	NOUN
ajst-20807	4	25	of	of	ADP
ajst-20807	4	26	related	related	ADJ
ajst-20807	4	27	research	research	NOUN
ajst-20807	4	28	was	be	AUX
ajst-20807	4	29	conducted	conduct	VERB
ajst-20807	4	30	based	base	VERB
ajst-20807	4	31	on	on	ADP
ajst-20807	4	32	different	different	ADJ
ajst-20807	4	33	data	data	NOUN
ajst-20807	4	34	-	-	PUNCT
ajst-20807	4	35	driven	drive	VERB
ajst-20807	4	36	methods	method	NOUN
ajst-20807	4	37	.	.	PUNCT
ajst-20807	5	1	this	this	DET
ajst-20807	5	2	review	review	NOUN
ajst-20807	5	3	is	be	AUX
ajst-20807	5	4	expected	expect	VERB
ajst-20807	5	5	to	to	PART
ajst-20807	5	6	provide	provide	VERB
ajst-20807	5	7	a	a	DET
ajst-20807	5	8	useful	useful	ADJ
ajst-20807	5	9	reference	reference	NOUN
ajst-20807	5	10	for	for	ADP
ajst-20807	5	11	research	research	NOUN
ajst-20807	5	12	on	on	ADP
ajst-20807	5	13	aircraft	aircraft	NOUN
ajst-20807	5	14	fault	fault	NOUN
ajst-20807	5	15	diagnosis	diagnosis	NOUN
ajst-20807	5	16	.	.	PUNCT
ajst-20807	6	1	keywords	keyword	NOUN
ajst-20807	6	2	:	:	PUNCT
ajst-20807	6	3	aviation	aviation	NOUN
ajst-20807	6	4	aircraft	aircraft	NOUN
ajst-20807	6	5	;	;	PUNCT
ajst-20807	6	6	fault	fault	VERB
ajst-20807	6	7	diagnosis	diagnosis	NOUN
ajst-20807	6	8	;	;	PUNCT
ajst-20807	6	9	data	datum	NOUN
ajst-20807	6	10	driven	drive	VERB
ajst-20807	6	11	.	.	PUNCT
ajst-20807	7	1	1	1	X
ajst-20807	7	2	.	.	X
ajst-20807	7	3	introduction	introduction	NOUN
ajst-20807	7	4	with	with	ADP
ajst-20807	7	5	the	the	DET
ajst-20807	7	6	development	development	NOUN
ajst-20807	7	7	of	of	ADP
ajst-20807	7	8	modern	modern	ADJ
ajst-20807	7	9	aviation	aviation	NOUN
ajst-20807	7	10	technology	technology	NOUN
ajst-20807	7	11	,	,	PUNCT
ajst-20807	7	12	how	how	SCONJ
ajst-20807	7	13	to	to	PART
ajst-20807	7	14	ensure	ensure	VERB
ajst-20807	7	15	the	the	DET
ajst-20807	7	16	stability	stability	NOUN
ajst-20807	7	17	of	of	ADP
ajst-20807	7	18	the	the	DET
ajst-20807	7	19	air	air	NOUN
ajst-20807	7	20	cargo	cargo	NOUN
ajst-20807	7	21	process	process	NOUN
ajst-20807	7	22	and	and	CCONJ
ajst-20807	7	23	how	how	SCONJ
ajst-20807	7	24	to	to	PART
ajst-20807	7	25	ensure	ensure	VERB
ajst-20807	7	26	the	the	DET
ajst-20807	7	27	safety	safety	NOUN
ajst-20807	7	28	of	of	ADP
ajst-20807	7	29	the	the	DET
ajst-20807	7	30	aircraft	aircraft	NOUN
ajst-20807	7	31	has	have	AUX
ajst-20807	7	32	always	always	ADV
ajst-20807	7	33	been	be	AUX
ajst-20807	7	34	one	one	NUM
ajst-20807	7	35	of	of	ADP
ajst-20807	7	36	the	the	DET
ajst-20807	7	37	important	important	ADJ
ajst-20807	7	38	issues	issue	NOUN
ajst-20807	7	39	of	of	ADP
ajst-20807	7	40	concern	concern	NOUN
ajst-20807	7	41	to	to	ADP
ajst-20807	7	42	the	the	DET
ajst-20807	7	43	air	air	NOUN
ajst-20807	7	44	transport	transport	NOUN
ajst-20807	7	45	industry	industry	NOUN
ajst-20807	7	46	.	.	PUNCT
ajst-20807	8	1	during	during	ADP
ajst-20807	8	2	actual	actual	ADJ
ajst-20807	8	3	transportation	transportation	NOUN
ajst-20807	8	4	,	,	PUNCT
ajst-20807	8	5	aircraft	aircraft	NOUN
ajst-20807	8	6	often	often	ADV
ajst-20807	8	7	lose	lose	VERB
ajst-20807	8	8	control	control	NOUN
ajst-20807	8	9	due	due	ADP
ajst-20807	8	10	to	to	ADP
ajst-20807	8	11	their	their	PRON
ajst-20807	8	12	own	own	ADJ
ajst-20807	8	13	mechanical	mechanical	ADJ
ajst-20807	8	14	failures	failure	NOUN
ajst-20807	8	15	or	or	CCONJ
ajst-20807	8	16	system	system	NOUN
ajst-20807	8	17	failures	failure	NOUN
ajst-20807	8	18	.	.	PUNCT
ajst-20807	9	1	in	in	ADP
ajst-20807	9	2	order	order	NOUN
ajst-20807	9	3	to	to	PART
ajst-20807	9	4	reduce	reduce	VERB
ajst-20807	9	5	the	the	DET
ajst-20807	9	6	occurrence	occurrence	NOUN
ajst-20807	9	7	of	of	ADP
ajst-20807	9	8	accidents	accident	NOUN
ajst-20807	9	9	,	,	PUNCT
ajst-20807	9	10	aviation	aviation	NOUN
ajst-20807	9	11	engineers	engineer	NOUN
ajst-20807	9	12	and	and	CCONJ
ajst-20807	9	13	related	related	ADJ
ajst-20807	9	14	researchers	researcher	NOUN
ajst-20807	9	15	have	have	AUX
ajst-20807	9	16	been	be	AUX
ajst-20807	9	17	working	work	VERB
ajst-20807	9	18	hard	hard	ADV
ajst-20807	9	19	to	to	PART
ajst-20807	9	20	study	study	VERB
ajst-20807	9	21	and	and	CCONJ
ajst-20807	9	22	improve	improve	VERB
ajst-20807	9	23	aviation	aviation	NOUN
ajst-20807	9	24	aircraft	aircraft	NOUN
ajst-20807	9	25	technology	technology	NOUN
ajst-20807	9	26	and	and	CCONJ
ajst-20807	9	27	equipment	equipment	NOUN
ajst-20807	9	28	.	.	PUNCT
ajst-20807	10	1	among	among	ADP
ajst-20807	10	2	them	they	PRON
ajst-20807	10	3	,	,	PUNCT
ajst-20807	10	4	aviation	aviation	NOUN
ajst-20807	10	5	aircraft	aircraft	NOUN
ajst-20807	10	6	fault	fault	NOUN
ajst-20807	10	7	diagnosis	diagnosis	NOUN
ajst-20807	10	8	technology	technology	NOUN
ajst-20807	10	9	is	be	AUX
ajst-20807	10	10	one	one	NUM
ajst-20807	10	11	of	of	ADP
ajst-20807	10	12	the	the	DET
ajst-20807	10	13	important	important	ADJ
ajst-20807	10	14	research	research	NOUN
ajst-20807	10	15	fields	field	NOUN
ajst-20807	10	16	in	in	ADP
ajst-20807	10	17	aviation	aviation	NOUN
ajst-20807	10	18	aircraft	aircraft	NOUN
ajst-20807	10	19	quality	quality	NOUN
ajst-20807	10	20	management	management	NOUN
ajst-20807	10	21	,	,	PUNCT
ajst-20807	10	22	and	and	CCONJ
ajst-20807	10	23	its	its	PRON
ajst-20807	10	24	importance	importance	NOUN
ajst-20807	10	25	to	to	ADP
ajst-20807	10	26	the	the	DET
ajst-20807	10	27	transportation	transportation	NOUN
ajst-20807	10	28	industry	industry	NOUN
ajst-20807	10	29	is	be	AUX
ajst-20807	10	30	self	self	NOUN
ajst-20807	10	31	-	-	PUNCT
ajst-20807	10	32	evident	evident	ADJ
ajst-20807	10	33	.	.	PUNCT
ajst-20807	11	1	2	2	X
ajst-20807	11	2	.	.	X
ajst-20807	11	3	research	research	NOUN
ajst-20807	11	4	purpose	purpose	NOUN
ajst-20807	11	5	and	and	CCONJ
ajst-20807	11	6	significance	significance	NOUN
ajst-20807	11	7	for	for	ADP
ajst-20807	11	8	quality	quality	NOUN
ajst-20807	11	9	management	management	NOUN
ajst-20807	11	10	of	of	ADP
ajst-20807	11	11	the	the	DET
ajst-20807	11	12	production	production	NOUN
ajst-20807	11	13	process	process	NOUN
ajst-20807	11	14	of	of	ADP
ajst-20807	11	15	aviation	aviation	NOUN
ajst-20807	11	16	aircraft	aircraft	NOUN
ajst-20807	11	17	,	,	PUNCT
ajst-20807	11	18	such	such	ADJ
ajst-20807	11	19	research	research	NOUN
ajst-20807	11	20	can	can	AUX
ajst-20807	11	21	lay	lay	VERB
ajst-20807	11	22	the	the	DET
ajst-20807	11	23	foundation	foundation	NOUN
ajst-20807	11	24	for	for	ADP
ajst-20807	11	25	the	the	DET
ajst-20807	11	26	research	research	NOUN
ajst-20807	11	27	and	and	CCONJ
ajst-20807	11	28	development	development	NOUN
ajst-20807	11	29	of	of	ADP
ajst-20807	11	30	related	related	ADJ
ajst-20807	11	31	disciplines	discipline	NOUN
ajst-20807	11	32	.	.	PUNCT
ajst-20807	12	1	it	it	PRON
ajst-20807	12	2	is	be	AUX
ajst-20807	12	3	also	also	ADV
ajst-20807	12	4	expected	expect	VERB
ajst-20807	12	5	to	to	PART
ajst-20807	12	6	promote	promote	VERB
ajst-20807	12	7	the	the	DET
ajst-20807	12	8	promotion	promotion	NOUN
ajst-20807	12	9	and	and	CCONJ
ajst-20807	12	10	application	application	NOUN
ajst-20807	12	11	of	of	ADP
ajst-20807	12	12	new	new	ADJ
ajst-20807	12	13	technologies	technology	NOUN
ajst-20807	12	14	,	,	PUNCT
ajst-20807	12	15	promote	promote	VERB
ajst-20807	12	16	the	the	DET
ajst-20807	12	17	sustainable	sustainable	ADJ
ajst-20807	12	18	development	development	NOUN
ajst-20807	12	19	of	of	ADP
ajst-20807	12	20	the	the	DET
ajst-20807	12	21	aviation	aviation	NOUN
ajst-20807	12	22	industry	industry	NOUN
ajst-20807	12	23	,	,	PUNCT
ajst-20807	12	24	and	and	CCONJ
ajst-20807	12	25	at	at	ADP
ajst-20807	12	26	the	the	DET
ajst-20807	12	27	same	same	ADJ
ajst-20807	12	28	time	time	NOUN
ajst-20807	12	29	improve	improve	VERB
ajst-20807	12	30	the	the	DET
ajst-20807	12	31	reliability	reliability	NOUN
ajst-20807	12	32	and	and	CCONJ
ajst-20807	12	33	safety	safety	NOUN
ajst-20807	12	34	of	of	ADP
ajst-20807	12	35	aircraft	aircraft	NOUN
ajst-20807	12	36	.	.	PUNCT
ajst-20807	13	1	it	it	PRON
ajst-20807	13	2	ensures	ensure	VERB
ajst-20807	13	3	the	the	DET
ajst-20807	13	4	safety	safety	NOUN
ajst-20807	13	5	of	of	ADP
ajst-20807	13	6	logistics	logistic	NOUN
ajst-20807	13	7	and	and	CCONJ
ajst-20807	13	8	transportation	transportation	NOUN
ajst-20807	13	9	,	,	PUNCT
ajst-20807	13	10	ensures	ensure	VERB
ajst-20807	13	11	the	the	DET
ajst-20807	13	12	reliability	reliability	NOUN
ajst-20807	13	13	of	of	ADP
ajst-20807	13	14	logistics	logistic	NOUN
ajst-20807	13	15	and	and	CCONJ
ajst-20807	13	16	transportation	transportation	NOUN
ajst-20807	13	17	links	link	NOUN
ajst-20807	13	18	,	,	PUNCT
ajst-20807	13	19	and	and	CCONJ
ajst-20807	13	20	also	also	ADV
ajst-20807	13	21	has	have	VERB
ajst-20807	13	22	certain	certain	ADJ
ajst-20807	13	23	promotion	promotion	NOUN
ajst-20807	13	24	significance	significance	NOUN
ajst-20807	13	25	for	for	ADP
ajst-20807	13	26	the	the	DET
ajst-20807	13	27	establishment	establishment	NOUN
ajst-20807	13	28	of	of	ADP
ajst-20807	13	29	quality	quality	NOUN
ajst-20807	13	30	management	management	NOUN
ajst-20807	13	31	system	system	NOUN
ajst-20807	13	32	for	for	ADP
ajst-20807	13	33	aviation	aviation	NOUN
ajst-20807	13	34	logistics	logistic	NOUN
ajst-20807	13	35	equipment	equipment	NOUN
ajst-20807	13	36	.	.	PUNCT
ajst-20807	14	1	3	3	X
ajst-20807	14	2	.	.	X
ajst-20807	14	3	literature	literature	NOUN
ajst-20807	14	4	review	review	PROPN
ajst-20807	14	5	fast	fast	ADJ
ajst-20807	14	6	fourier	fourier	NOUN
ajst-20807	14	7	transform	transform	NOUN
ajst-20807	14	8	(	(	PUNCT
ajst-20807	14	9	fft	fft	PROPN
ajst-20807	14	10	)	)	PUNCT
ajst-20807	14	11	is	be	AUX
ajst-20807	14	12	a	a	DET
ajst-20807	14	13	method	method	NOUN
ajst-20807	14	14	that	that	PRON
ajst-20807	14	15	uses	use	VERB
ajst-20807	14	16	computers	computer	NOUN
ajst-20807	14	17	to	to	PART
ajst-20807	14	18	calculate	calculate	VERB
ajst-20807	14	19	discrete	discrete	ADJ
ajst-20807	14	20	fourier	fourier	NOUN
ajst-20807	14	21	transforms	transform	VERB
ajst-20807	14	22	.	.	PUNCT
ajst-20807	15	1	using	use	VERB
ajst-20807	15	2	this	this	DET
ajst-20807	15	3	algorithm	algorithm	NOUN
ajst-20807	15	4	can	can	AUX
ajst-20807	15	5	greatly	greatly	ADV
ajst-20807	15	6	reduce	reduce	VERB
ajst-20807	15	7	the	the	DET
ajst-20807	15	8	number	number	NOUN
ajst-20807	15	9	of	of	ADP
ajst-20807	15	10	multiplications	multiplication	NOUN
ajst-20807	15	11	required	require	VERB
ajst-20807	15	12	for	for	ADP
ajst-20807	15	13	computers	computer	NOUN
ajst-20807	15	14	to	to	PART
ajst-20807	15	15	calculate	calculate	VERB
ajst-20807	15	16	discrete	discrete	ADJ
ajst-20807	15	17	fourier	fourier	NOUN
ajst-20807	15	18	transforms	transform	VERB
ajst-20807	15	19	and	and	CCONJ
ajst-20807	15	20	improve	improve	VERB
ajst-20807	15	21	calculation	calculation	NOUN
ajst-20807	15	22	efficiency	efficiency	NOUN
ajst-20807	15	23	.	.	PUNCT
ajst-20807	16	1	some	some	DET
ajst-20807	16	2	scholars	scholar	NOUN
ajst-20807	16	3	use	use	VERB
ajst-20807	16	4	this	this	DET
ajst-20807	16	5	algorithm	algorithm	NOUN
ajst-20807	16	6	to	to	ADP
ajst-20807	16	7	preprocess	preprocess	NOUN
ajst-20807	16	8	parameters	parameter	NOUN
ajst-20807	16	9	of	of	ADP
ajst-20807	16	10	the	the	DET
ajst-20807	16	11	model	model	NOUN
ajst-20807	16	12	.	.	PUNCT
ajst-20807	17	1	yu	yu	PROPN
ajst-20807	17	2	et	et	PROPN
ajst-20807	17	3	al	al	PROPN
ajst-20807	17	4	.	.	PROPN
ajst-20807	17	5	took	take	VERB
ajst-20807	17	6	the	the	DET
ajst-20807	17	7	six	six	NUM
ajst-20807	17	8	-	-	PUNCT
ajst-20807	17	9	rotor	rotor	NOUN
ajst-20807	17	10	uav	uav	PROPN
ajst-20807	17	11	model	model	NOUN
ajst-20807	17	12	as	as	ADP
ajst-20807	17	13	the	the	DET
ajst-20807	17	14	research	research	NOUN
ajst-20807	17	15	object	object	NOUN
ajst-20807	17	16	.	.	PUNCT
ajst-20807	18	1	in	in	ADP
ajst-20807	18	2	order	order	NOUN
ajst-20807	18	3	to	to	PART
ajst-20807	18	4	deal	deal	VERB
ajst-20807	18	5	with	with	ADP
ajst-20807	18	6	the	the	DET
ajst-20807	18	7	fault	fault	NOUN
ajst-20807	18	8	problem	problem	NOUN
ajst-20807	18	9	of	of	ADP
ajst-20807	18	10	the	the	DET
ajst-20807	18	11	aircraft	aircraft	NOUN
ajst-20807	18	12	sensor	sensor	NOUN
ajst-20807	18	13	,	,	PUNCT
ajst-20807	18	14	a	a	DET
ajst-20807	18	15	probabilistic	probabilistic	ADJ
ajst-20807	18	16	neural	neural	ADJ
ajst-20807	18	17	network	network	NOUN
ajst-20807	18	18	fault	fault	NOUN
ajst-20807	18	19	diagnosis	diagnosis	NOUN
ajst-20807	18	20	model	model	NOUN
ajst-20807	18	21	based	base	VERB
ajst-20807	18	22	on	on	ADP
ajst-20807	18	23	fast	fast	ADJ
ajst-20807	18	24	fourier	fourier	NOUN
ajst-20807	18	25	transform	transform	NOUN
ajst-20807	18	26	was	be	AUX
ajst-20807	18	27	established	establish	VERB
ajst-20807	18	28	,	,	PUNCT
ajst-20807	18	29	and	and	CCONJ
ajst-20807	18	30	fft	fft	PROPN
ajst-20807	18	31	was	be	AUX
ajst-20807	18	32	used	use	VERB
ajst-20807	18	33	for	for	ADP
ajst-20807	18	34	fault	fault	VERB
ajst-20807	18	35	classification	classification	NOUN
ajst-20807	18	36	[	[	X
ajst-20807	18	37	1	1	NUM
ajst-20807	18	38	]	]	PUNCT
ajst-20807	18	39	.	.	PUNCT
ajst-20807	19	1	li	li	PROPN
ajst-20807	19	2	et	et	PROPN
ajst-20807	19	3	al	al	PROPN
ajst-20807	19	4	.	.	PROPN
ajst-20807	19	5	used	use	VERB
ajst-20807	19	6	fast	fast	ADJ
ajst-20807	19	7	fourier	fourier	NOUN
ajst-20807	19	8	transform	transform	NOUN
ajst-20807	19	9	to	to	PART
ajst-20807	19	10	distinguish	distinguish	VERB
ajst-20807	19	11	the	the	DET
ajst-20807	19	12	arc	arc	NOUN
ajst-20807	19	13	fault	fault	VERB
ajst-20807	19	14	current	current	ADJ
ajst-20807	19	15	from	from	ADP
ajst-20807	19	16	the	the	DET
ajst-20807	19	17	normal	normal	ADJ
ajst-20807	19	18	operating	operating	NOUN
ajst-20807	19	19	current	current	NOUN
ajst-20807	19	20	in	in	ADP
ajst-20807	19	21	order	order	NOUN
ajst-20807	19	22	to	to	PART
ajst-20807	19	23	exempt	exempt	VERB
ajst-20807	19	24	the	the	DET
ajst-20807	19	25	solid	solid	ADJ
ajst-20807	19	26	-	-	PUNCT
ajst-20807	19	27	state	state	NOUN
ajst-20807	19	28	power	power	NOUN
ajst-20807	19	29	controller	controller	NOUN
ajst-20807	19	30	(	(	PUNCT
ajst-20807	19	31	sspc	sspc	NOUN
ajst-20807	19	32	)	)	PUNCT
ajst-20807	19	33	from	from	ADP
ajst-20807	19	34	the	the	DET
ajst-20807	19	35	impact	impact	NOUN
ajst-20807	19	36	of	of	ADP
ajst-20807	19	37	arc	arc	NOUN
ajst-20807	19	38	faults	fault	NOUN
ajst-20807	19	39	,	,	PUNCT
ajst-20807	19	40	and	and	CCONJ
ajst-20807	19	41	verified	verify	VERB
ajst-20807	19	42	the	the	DET
ajst-20807	19	43	test	test	NOUN
ajst-20807	19	44	results	result	NOUN
ajst-20807	20	1	[	[	X
ajst-20807	20	2	2	2	NUM
ajst-20807	20	3	]	]	PUNCT
ajst-20807	20	4	.	.	PUNCT
ajst-20807	21	1	naderi	naderi	INTJ
ajst-20807	21	2	et	et	PROPN
ajst-20807	21	3	al	al	PROPN
ajst-20807	21	4	.	.	PROPN
ajst-20807	21	5	proposed	propose	VERB
ajst-20807	21	6	and	and	CCONJ
ajst-20807	21	7	developed	develop	VERB
ajst-20807	21	8	a	a	DET
ajst-20807	21	9	data	data	NOUN
ajst-20807	21	10	-	-	PUNCT
ajst-20807	21	11	driven	drive	VERB
ajst-20807	21	12	fault	fault	NOUN
ajst-20807	21	13	detection	detection	NOUN
ajst-20807	21	14	,	,	PUNCT
ajst-20807	21	15	isolation	isolation	NOUN
ajst-20807	21	16	and	and	CCONJ
ajst-20807	21	17	estimation	estimation	NOUN
ajst-20807	21	18	(	(	PUNCT
ajst-20807	21	19	fdi&e	fdi&e	NOUN
ajst-20807	21	20	)	)	PUNCT
ajst-20807	21	21	method	method	NOUN
ajst-20807	21	22	,	,	PUNCT
ajst-20807	21	23	in	in	ADP
ajst-20807	21	24	which	which	PRON
ajst-20807	21	25	fft	fft	NOUN
ajst-20807	21	26	is	be	AUX
ajst-20807	21	27	used	use	VERB
ajst-20807	21	28	to	to	PART
ajst-20807	21	29	preprocess	preprocess	VERB
ajst-20807	21	30	the	the	DET
ajst-20807	21	31	parameters	parameter	NOUN
ajst-20807	21	32	of	of	ADP
ajst-20807	21	33	the	the	DET
ajst-20807	21	34	input	input	NOUN
ajst-20807	21	35	and	and	CCONJ
ajst-20807	21	36	output	output	NOUN
ajst-20807	21	37	signals	signal	NOUN
ajst-20807	21	38	to	to	PART
ajst-20807	21	39	obtain	obtain	VERB
ajst-20807	21	40	markov	markov	NOUN
ajst-20807	21	41	parameters	parameter	NOUN
ajst-20807	22	1	[	[	X
ajst-20807	22	2	3	3	NUM
ajst-20807	22	3	]	]	PUNCT
ajst-20807	22	4	.	.	PUNCT
ajst-20807	23	1	empirical	empirical	ADJ
ajst-20807	23	2	mode	mode	NOUN
ajst-20807	23	3	decomposition	decomposition	NOUN
ajst-20807	23	4	(	(	PUNCT
ajst-20807	23	5	emd	emd	NOUN
ajst-20807	23	6	)	)	PUNCT
ajst-20807	23	7	decomposes	decompose	VERB
ajst-20807	23	8	signals	signal	NOUN
ajst-20807	23	9	based	base	VERB
ajst-20807	23	10	on	on	ADP
ajst-20807	23	11	the	the	DET
ajst-20807	23	12	time	time	NOUN
ajst-20807	23	13	scale	scale	NOUN
ajst-20807	23	14	characteristics	characteristic	NOUN
ajst-20807	23	15	of	of	ADP
ajst-20807	23	16	the	the	DET
ajst-20807	23	17	data	datum	NOUN
ajst-20807	23	18	itself	itself	PRON
ajst-20807	23	19	.	.	PUNCT
ajst-20807	24	1	it	it	PRON
ajst-20807	24	2	does	do	AUX
ajst-20807	24	3	not	not	PART
ajst-20807	24	4	need	need	VERB
ajst-20807	24	5	to	to	PART
ajst-20807	24	6	set	set	VERB
ajst-20807	24	7	any	any	DET
ajst-20807	24	8	basis	basis	NOUN
ajst-20807	24	9	functions	function	NOUN
ajst-20807	24	10	in	in	ADP
ajst-20807	24	11	advance	advance	NOUN
ajst-20807	24	12	.	.	PUNCT
ajst-20807	25	1	it	it	PRON
ajst-20807	25	2	has	have	VERB
ajst-20807	25	3	obvious	obvious	ADJ
ajst-20807	25	4	advantages	advantage	NOUN
ajst-20807	25	5	in	in	ADP
ajst-20807	25	6	processing	process	VERB
ajst-20807	25	7	non	non	ADJ
ajst-20807	25	8	-	-	ADJ
ajst-20807	25	9	stationary	stationary	ADJ
ajst-20807	25	10	and	and	CCONJ
ajst-20807	25	11	nonlinear	nonlinear	ADJ
ajst-20807	25	12	data	datum	NOUN
ajst-20807	25	13	and	and	CCONJ
ajst-20807	25	14	has	have	VERB
ajst-20807	25	15	a	a	DET
ajst-20807	25	16	high	high	ADJ
ajst-20807	25	17	signal	signal	NOUN
ajst-20807	25	18	-	-	PUNCT
ajst-20807	25	19	to	to	ADP
ajst-20807	25	20	-	-	PUNCT
ajst-20807	25	21	noise	noise	NOUN
ajst-20807	25	22	ratio	ratio	NOUN
ajst-20807	25	23	.	.	PUNCT
ajst-20807	26	1	therefore	therefore	ADV
ajst-20807	26	2	,	,	PUNCT
ajst-20807	26	3	emd	emd	PROPN
ajst-20807	26	4	is	be	AUX
ajst-20807	26	5	widely	widely	ADV
ajst-20807	26	6	used	use	VERB
ajst-20807	26	7	by	by	ADP
ajst-20807	26	8	scholars	scholar	NOUN
ajst-20807	26	9	.	.	PUNCT
ajst-20807	27	1	shen	shen	PROPN
ajst-20807	27	2	et	et	PROPN
ajst-20807	27	3	al	al	PROPN
ajst-20807	27	4	.	.	PROPN
ajst-20807	28	1	used	use	VERB
ajst-20807	28	2	empirical	empirical	ADJ
ajst-20807	28	3	mode	mode	NOUN
ajst-20807	28	4	decomposition	decomposition	NOUN
ajst-20807	28	5	to	to	PART
ajst-20807	28	6	obtain	obtain	VERB
ajst-20807	28	7	different	different	ADJ
ajst-20807	28	8	inherent	inherent	ADJ
ajst-20807	28	9	mode	mode	NOUN
ajst-20807	28	10	functions	function	NOUN
ajst-20807	28	11	(	(	PUNCT
ajst-20807	28	12	imfs	imfs	NOUN
ajst-20807	28	13	)	)	PUNCT
ajst-20807	28	14	from	from	ADP
ajst-20807	28	15	the	the	DET
ajst-20807	28	16	signals	signal	NOUN
ajst-20807	28	17	of	of	ADP
ajst-20807	28	18	the	the	DET
ajst-20807	28	19	aircraft	aircraft	NOUN
ajst-20807	28	20	hydraulic	hydraulic	ADJ
ajst-20807	28	21	system	system	NOUN
ajst-20807	28	22	.	.	PUNCT
ajst-20807	29	1	after	after	ADP
ajst-20807	29	2	extracting	extract	VERB
ajst-20807	29	3	features	feature	NOUN
ajst-20807	29	4	through	through	ADP
ajst-20807	29	5	pca	pca	PROPN
ajst-20807	29	6	,	,	PUNCT
ajst-20807	29	7	they	they	PRON
ajst-20807	29	8	used	use	VERB
ajst-20807	29	9	lstm	lstm	NOUN
ajst-20807	29	10	to	to	PART
ajst-20807	29	11	analyze	analyze	VERB
ajst-20807	29	12	and	and	CCONJ
ajst-20807	29	13	diagnose	diagnose	VERB
ajst-20807	29	14	the	the	DET
ajst-20807	29	15	feature	feature	NOUN
ajst-20807	29	16	data	datum	NOUN
ajst-20807	29	17	[	[	X
ajst-20807	29	18	4	4	NUM
ajst-20807	29	19	]	]	PUNCT
ajst-20807	29	20	.	.	PUNCT
ajst-20807	30	1	cui	cui	NOUN
ajst-20807	30	2	et	et	PROPN
ajst-20807	30	3	al	al	PROPN
ajst-20807	30	4	.	.	PROPN
ajst-20807	30	5	proposed	propose	VERB
ajst-20807	30	6	a	a	DET
ajst-20807	30	7	method	method	NOUN
ajst-20807	30	8	that	that	PRON
ajst-20807	30	9	combines	combine	VERB
ajst-20807	30	10	emd	emd	PROPN
ajst-20807	30	11	wavelet	wavelet	NOUN
ajst-20807	30	12	threshold	threshold	NOUN
ajst-20807	30	13	noise	noise	NOUN
ajst-20807	30	14	reduction	reduction	NOUN
ajst-20807	30	15	and	and	CCONJ
ajst-20807	30	16	principal	principal	ADJ
ajst-20807	30	17	component	component	NOUN
ajst-20807	30	18	analysis	analysis	NOUN
ajst-20807	30	19	to	to	PART
ajst-20807	30	20	conduct	conduct	VERB
ajst-20807	30	21	in	in	ADP
ajst-20807	30	22	-	-	PUNCT
ajst-20807	30	23	depth	depth	ADJ
ajst-20807	30	24	fault	fault	NOUN
ajst-20807	30	25	diagnosis	diagnosis	NOUN
ajst-20807	30	26	technology	technology	NOUN
ajst-20807	30	27	research	research	NOUN
ajst-20807	30	28	on	on	ADP
ajst-20807	30	29	aircraft	aircraft	NOUN
ajst-20807	30	30	engine	engine	NOUN
ajst-20807	30	31	airway	airway	NOUN
ajst-20807	30	32	system	system	NOUN
ajst-20807	30	33	fault	fault	VERB
ajst-20807	30	34	diagnosis	diagnosis	NOUN
ajst-20807	31	1	[	[	X
ajst-20807	31	2	5	5	NUM
ajst-20807	31	3	]	]	PUNCT
ajst-20807	31	4	.	.	PUNCT
ajst-20807	32	1	in	in	ADP
ajst-20807	32	2	order	order	NOUN
ajst-20807	32	3	to	to	PART
ajst-20807	32	4	detect	detect	VERB
ajst-20807	32	5	and	and	CCONJ
ajst-20807	32	6	diagnose	diagnose	NOUN
ajst-20807	32	7	aircraft	aircraft	NOUN
ajst-20807	32	8	liquid	liquid	ADJ
ajst-20807	32	9	solenoid	solenoid	NOUN
ajst-20807	32	10	valves	valve	NOUN
ajst-20807	32	11	,	,	PUNCT
ajst-20807	32	12	tan	tan	PROPN
ajst-20807	32	13	et	et	PROPN
ajst-20807	32	14	al	al	PROPN
ajst-20807	32	15	.	.	PROPN
ajst-20807	32	16	proposed	propose	VERB
ajst-20807	32	17	a	a	DET
ajst-20807	32	18	new	new	ADJ
ajst-20807	32	19	method	method	NOUN
ajst-20807	32	20	based	base	VERB
ajst-20807	32	21	on	on	ADP
ajst-20807	32	22	the	the	DET
ajst-20807	32	23	combination	combination	NOUN
ajst-20807	32	24	of	of	ADP
ajst-20807	32	25	empirical	empirical	ADJ
ajst-20807	32	26	mode	mode	NOUN
ajst-20807	32	27	decomposition	decomposition	NOUN
ajst-20807	32	28	(	(	PUNCT
ajst-20807	32	29	emd	emd	PROPN
ajst-20807	32	30	)	)	PUNCT
ajst-20807	32	31	and	and	CCONJ
ajst-20807	32	32	neighborhood	neighborhood	NOUN
ajst-20807	32	33	rough	rough	ADJ
ajst-20807	32	34	sets	set	NOUN
ajst-20807	32	35	[	[	X
ajst-20807	32	36	6	6	NUM
ajst-20807	32	37	]	]	PUNCT
ajst-20807	32	38	.	.	PUNCT
ajst-20807	33	1	jiao	jiao	PROPN
ajst-20807	33	2	et	et	PROPN
ajst-20807	33	3	al	al	PROPN
ajst-20807	33	4	.	.	PROPN
ajst-20807	33	5	established	establish	VERB
ajst-20807	33	6	a	a	DET
ajst-20807	33	7	fault	fault	NOUN
ajst-20807	33	8	diagnosis	diagnosis	NOUN
ajst-20807	33	9	model	model	NOUN
ajst-20807	33	10	based	base	VERB
ajst-20807	33	11	on	on	ADP
ajst-20807	33	12	empirical	empirical	ADJ
ajst-20807	33	13	mode	mode	NOUN
ajst-20807	33	14	decomposition	decomposition	NOUN
ajst-20807	33	15	and	and	CCONJ
ajst-20807	33	16	probabilistic	probabilistic	ADJ
ajst-20807	33	17	neural	neural	ADJ
ajst-20807	33	18	network	network	NOUN
ajst-20807	33	19	(	(	PUNCT
ajst-20807	33	20	pnn	pnn	PROPN
ajst-20807	33	21	)	)	PUNCT
ajst-20807	33	22	,	,	PUNCT
ajst-20807	33	23	and	and	CCONJ
ajst-20807	33	24	performed	perform	VERB
ajst-20807	33	25	fault	fault	NOUN
ajst-20807	33	26	diagnosis	diagnosis	NOUN
ajst-20807	33	27	analysis	analysis	NOUN
ajst-20807	33	28	on	on	ADP
ajst-20807	33	29	the	the	DET
ajst-20807	33	30	airborne	airborne	ADJ
ajst-20807	33	31	fuel	fuel	NOUN
ajst-20807	33	32	pump	pump	NOUN
ajst-20807	33	33	[	[	X
ajst-20807	33	34	7	7	NUM
ajst-20807	33	35	]	]	PUNCT
ajst-20807	33	36	.	.	PUNCT
ajst-20807	34	1	in	in	SCONJ
ajst-20807	34	2	order	order	NOUN
ajst-20807	34	3	to	to	PART
ajst-20807	34	4	solve	solve	VERB
ajst-20807	34	5	the	the	DET
ajst-20807	34	6	problem	problem	NOUN
ajst-20807	34	7	of	of	ADP
ajst-20807	34	8	fault	fault	NOUN
ajst-20807	34	9	diagnosis	diagnosis	NOUN
ajst-20807	34	10	of	of	ADP
ajst-20807	34	11	aeroengine	aeroengine	ADJ
ajst-20807	34	12	rolling	rolling	ADJ
ajst-20807	34	13	bearings	bearing	NOUN
ajst-20807	34	14	,	,	PUNCT
ajst-20807	34	15	han	han	PROPN
ajst-20807	34	16	et	et	PROPN
ajst-20807	34	17	al	al	PROPN
ajst-20807	34	18	.	.	PROPN
ajst-20807	34	19	combined	combined	PROPN
ajst-20807	34	20	emd	emd	PROPN
ajst-20807	34	21	to	to	PART
ajst-20807	34	22	decompose	decompose	VERB
ajst-20807	34	23	the	the	DET
ajst-20807	34	24	vibration	vibration	NOUN
ajst-20807	34	25	signal	signal	NOUN
ajst-20807	34	26	,	,	PUNCT
ajst-20807	34	27	and	and	CCONJ
ajst-20807	34	28	applied	apply	VERB
ajst-20807	34	29	the	the	DET
ajst-20807	34	30	singular	singular	ADJ
ajst-20807	34	31	value	value	NOUN
ajst-20807	34	32	difference	difference	NOUN
ajst-20807	34	33	spectrum	spectrum	NOUN
ajst-20807	34	34	method	method	NOUN
ajst-20807	34	35	to	to	PART
ajst-20807	34	36	study	study	VERB
ajst-20807	34	37	the	the	DET
ajst-20807	34	38	data	datum	NOUN
ajst-20807	34	39	,	,	PUNCT
ajst-20807	34	40	and	and	CCONJ
ajst-20807	34	41	verified	verify	VERB
ajst-20807	34	42	the	the	DET
ajst-20807	34	43	feasibility	feasibility	NOUN
ajst-20807	34	44	of	of	ADP
ajst-20807	34	45	their	their	PRON
ajst-20807	34	46	proposed	propose	VERB
ajst-20807	34	47	model	model	NOUN
ajst-20807	34	48	[	[	X
ajst-20807	34	49	8	8	NUM
ajst-20807	34	50	]	]	PUNCT
ajst-20807	34	51	.	.	PUNCT
ajst-20807	35	1	bagherzadeh	bagherzadeh	AUX
ajst-20807	35	2	et	et	PROPN
ajst-20807	35	3	al	al	PROPN
ajst-20807	35	4	.	.	PROPN
ajst-20807	35	5	searched	search	VERB
ajst-20807	35	6	for	for	ADP
ajst-20807	35	7	nonlinear	nonlinear	ADJ
ajst-20807	35	8	and	and	CCONJ
ajst-20807	35	9	nonstationary	nonstationary	ADJ
ajst-20807	35	10	flight	flight	NOUN
ajst-20807	35	11	data	datum	NOUN
ajst-20807	35	12	analysis	analysis	NOUN
ajst-20807	35	13	methods	method	NOUN
ajst-20807	35	14	under	under	ADP
ajst-20807	35	15	aircraft	aircraft	NOUN
ajst-20807	35	16	icing	ice	VERB
ajst-20807	35	17	conditions	condition	NOUN
ajst-20807	35	18	,	,	PUNCT
ajst-20807	35	19	improved	improve	VERB
ajst-20807	35	20	the	the	DET
ajst-20807	35	21	empirical	empirical	ADJ
ajst-20807	35	22	mode	mode	NOUN
ajst-20807	35	23	decomposition	decomposition	NOUN
ajst-20807	35	24	algorithm	algorithm	NOUN
ajst-20807	35	25	,	,	PUNCT
ajst-20807	35	26	and	and	CCONJ
ajst-20807	35	27	verified	verify	VERB
ajst-20807	35	28	their	their	PRON
ajst-20807	35	29	proposed	propose	VERB
ajst-20807	35	30	improved	improve	VERB
ajst-20807	35	31	algorithm	algorithm	NOUN
ajst-20807	35	32	through	through	ADP
ajst-20807	35	33	some	some	DET
ajst-20807	35	34	benchmark	benchmark	NOUN
ajst-20807	35	35	signals	signal	NOUN
ajst-20807	36	1	[	[	X
ajst-20807	36	2	9	9	NUM
ajst-20807	36	3	]	]	PUNCT
ajst-20807	36	4	.	.	PUNCT
ajst-20807	37	1	hilbert	hilbert	PROPN
ajst-20807	37	2	-	-	PUNCT
ajst-20807	37	3	huang	huang	PROPN
ajst-20807	37	4	transform	transform	PROPN
ajst-20807	37	5	(	(	PUNCT
ajst-20807	37	6	hht	hht	PROPN
ajst-20807	37	7	)	)	PUNCT
ajst-20807	37	8	first	first	ADV
ajst-20807	37	9	uses	use	VERB
ajst-20807	37	10	emd	emd	PROPN
ajst-20807	37	11	to	to	PART
ajst-20807	37	12	find	find	VERB
ajst-20807	37	13	the	the	DET
ajst-20807	37	14	intrinsic	intrinsic	ADJ
ajst-20807	37	15	mode	mode	NOUN
ajst-20807	37	16	functions	function	NOUN
ajst-20807	37	17	imfs	imfs	NOUN
ajst-20807	37	18	,	,	PUNCT
ajst-20807	37	19	and	and	CCONJ
ajst-20807	37	20	then	then	ADV
ajst-20807	37	21	performs	perform	VERB
ajst-20807	37	22	hilbert	hilbert	NOUN
ajst-20807	37	23	transform	transform	NOUN
ajst-20807	37	24	on	on	ADP
ajst-20807	37	25	each	each	DET
ajst-20807	37	26	imf	imf	PROPN
ajst-20807	37	27	component	component	NOUN
ajst-20807	37	28	.	.	PUNCT
ajst-20807	38	1	li	li	PROPN
ajst-20807	38	2	et	et	PROPN
ajst-20807	38	3	al	al	PROPN
ajst-20807	38	4	.	.	PROPN
ajst-20807	38	5	introduced	introduce	VERB
ajst-20807	38	6	emd	emd	PROPN
ajst-20807	38	7	and	and	CCONJ
ajst-20807	38	8	hht	hht	PROPN
ajst-20807	38	9	methods	method	NOUN
ajst-20807	38	10	into	into	ADP
ajst-20807	38	11	the	the	DET
ajst-20807	38	12	vibration	vibration	NOUN
ajst-20807	38	13	signal	signal	NOUN
ajst-20807	38	14	analysis	analysis	NOUN
ajst-20807	38	15	of	of	ADP
ajst-20807	38	16	cracks	crack	NOUN
ajst-20807	38	17	in	in	ADP
ajst-20807	38	18	aeroengine	aeroengine	ADJ
ajst-20807	38	19	hydraulic	hydraulic	ADJ
ajst-20807	38	20	pipelines	pipeline	NOUN
ajst-20807	38	21	,	,	PUNCT
ajst-20807	38	22	and	and	CCONJ
ajst-20807	38	23	proved	prove	VERB
ajst-20807	38	24	through	through	ADP
ajst-20807	38	25	experiments	experiment	NOUN
ajst-20807	38	26	that	that	SCONJ
ajst-20807	38	27	this	this	DET
ajst-20807	38	28	method	method	NOUN
ajst-20807	38	29	can	can	AUX
ajst-20807	38	30	overcome	overcome	VERB
ajst-20807	38	31	the	the	DET
ajst-20807	38	32	shortcoming	shortcoming	NOUN
ajst-20807	38	33	of	of	ADP
ajst-20807	38	34	fourier	fourier	NOUN
ajst-20807	38	35	spectrum	spectrum	NOUN
ajst-20807	38	36	that	that	PRON
ajst-20807	38	37	can	can	AUX
ajst-20807	38	38	not	not	PART
ajst-20807	38	39	obtain	obtain	VERB
ajst-20807	38	40	time	time	NOUN
ajst-20807	38	41	domain	domain	NOUN
ajst-20807	38	42	and	and	CCONJ
ajst-20807	38	43	frequency	frequency	NOUN
ajst-20807	38	44	domain	domain	NOUN
ajst-20807	38	45	information	information	NOUN
ajst-20807	38	46	at	at	ADP
ajst-20807	38	47	the	the	DET
ajst-20807	38	48	same	same	ADJ
ajst-20807	38	49	time	time	NOUN
ajst-20807	38	50	[	[	X
ajst-20807	38	51	10	10	NUM
ajst-20807	38	52	]	]	PUNCT
ajst-20807	38	53	.	.	PUNCT
ajst-20807	39	1	in	in	ADP
ajst-20807	39	2	order	order	NOUN
ajst-20807	39	3	to	to	PART
ajst-20807	39	4	quickly	quickly	ADV
ajst-20807	39	5	and	and	CCONJ
ajst-20807	39	6	164	164	NUM
ajst-20807	39	7	correctly	correctly	ADV
ajst-20807	39	8	diagnose	diagnose	NOUN
ajst-20807	39	9	aircraft	aircraft	NOUN
ajst-20807	39	10	engine	engine	NOUN
ajst-20807	39	11	rotor	rotor	NOUN
ajst-20807	39	12	faults	fault	NOUN
ajst-20807	39	13	,	,	PUNCT
ajst-20807	39	14	zuo	zuo	PROPN
ajst-20807	39	15	et	et	PROPN
ajst-20807	39	16	al	al	PROPN
ajst-20807	39	17	.	.	PROPN
ajst-20807	39	18	applied	apply	VERB
ajst-20807	39	19	wavelet	wavelet	NOUN
ajst-20807	39	20	transform	transform	NOUN
ajst-20807	39	21	and	and	CCONJ
ajst-20807	39	22	hht	hht	PROPN
ajst-20807	39	23	methods	method	NOUN
ajst-20807	39	24	to	to	PART
ajst-20807	39	25	extract	extract	VERB
ajst-20807	39	26	the	the	DET
ajst-20807	39	27	effective	effective	ADJ
ajst-20807	39	28	values	value	NOUN
ajst-20807	39	29	of	of	ADP
ajst-20807	39	30	vibration	vibration	NOUN
ajst-20807	39	31	,	,	PUNCT
ajst-20807	39	32	and	and	CCONJ
ajst-20807	39	33	used	use	VERB
ajst-20807	39	34	an	an	DET
ajst-20807	39	35	improved	improved	ADJ
ajst-20807	39	36	model	model	NOUN
ajst-20807	39	37	to	to	PART
ajst-20807	39	38	diagnose	diagnose	VERB
ajst-20807	39	39	multi	multi	ADJ
ajst-20807	39	40	-	-	ADJ
ajst-20807	39	41	type	type	ADJ
ajst-20807	39	42	hybrid	hybrid	ADJ
ajst-20807	39	43	faults	fault	NOUN
ajst-20807	39	44	[	[	X
ajst-20807	39	45	11	11	NUM
ajst-20807	39	46	]	]	PUNCT
ajst-20807	39	47	.	.	PUNCT
ajst-20807	40	1	the	the	DET
ajst-20807	40	2	pca	pca	PROPN
ajst-20807	40	3	method	method	NOUN
ajst-20807	40	4	has	have	AUX
ajst-20807	40	5	been	be	AUX
ajst-20807	40	6	used	use	VERB
ajst-20807	40	7	in	in	ADP
ajst-20807	40	8	process	process	NOUN
ajst-20807	40	9	control	control	NOUN
ajst-20807	40	10	since	since	SCONJ
ajst-20807	40	11	the	the	DET
ajst-20807	40	12	1990s	1990s	NUM
ajst-20807	40	13	[	[	X
ajst-20807	40	14	12	12	NUM
ajst-20807	40	15	]	]	PUNCT
ajst-20807	40	16	.	.	PUNCT
ajst-20807	41	1	since	since	SCONJ
ajst-20807	41	2	the	the	DET
ajst-20807	41	3	traditional	traditional	ADJ
ajst-20807	41	4	pca	pca	NOUN
ajst-20807	41	5	method	method	NOUN
ajst-20807	41	6	is	be	AUX
ajst-20807	41	7	based	base	VERB
ajst-20807	41	8	on	on	ADP
ajst-20807	41	9	many	many	ADJ
ajst-20807	41	10	assumptions	assumption	NOUN
ajst-20807	41	11	such	such	ADJ
ajst-20807	41	12	as	as	ADP
ajst-20807	41	13	linearity	linearity	NOUN
ajst-20807	41	14	,	,	PUNCT
ajst-20807	41	15	its	its	PRON
ajst-20807	41	16	applicable	applicable	ADJ
ajst-20807	41	17	scope	scope	NOUN
ajst-20807	41	18	is	be	AUX
ajst-20807	41	19	also	also	ADV
ajst-20807	41	20	subject	subject	ADJ
ajst-20807	41	21	to	to	ADP
ajst-20807	41	22	certain	certain	ADJ
ajst-20807	41	23	limitations	limitation	NOUN
ajst-20807	41	24	.	.	PUNCT
ajst-20807	42	1	therefore	therefore	ADV
ajst-20807	42	2	,	,	PUNCT
ajst-20807	42	3	relevant	relevant	ADJ
ajst-20807	42	4	scholars	scholar	NOUN
ajst-20807	42	5	will	will	AUX
ajst-20807	42	6	combine	combine	VERB
ajst-20807	42	7	other	other	ADJ
ajst-20807	42	8	algorithms	algorithm	NOUN
ajst-20807	42	9	to	to	PART
ajst-20807	42	10	improve	improve	VERB
ajst-20807	42	11	pca	pca	NOUN
ajst-20807	42	12	when	when	SCONJ
ajst-20807	42	13	using	use	VERB
ajst-20807	42	14	the	the	DET
ajst-20807	42	15	pca	pca	NOUN
ajst-20807	42	16	method	method	NOUN
ajst-20807	42	17	.	.	PUNCT
ajst-20807	43	1	yu	yu	PROPN
ajst-20807	43	2	et	et	PROPN
ajst-20807	43	3	al	al	PROPN
ajst-20807	43	4	.	.	PROPN
ajst-20807	43	5	used	use	VERB
ajst-20807	43	6	the	the	DET
ajst-20807	43	7	bonding	bonding	NOUN
ajst-20807	43	8	graph	graph	NOUN
ajst-20807	43	9	(	(	PUNCT
ajst-20807	43	10	bg	bg	NOUN
ajst-20807	43	11	)	)	PUNCT
ajst-20807	43	12	to	to	PART
ajst-20807	43	13	preprocess	preprocess	VERB
ajst-20807	43	14	the	the	DET
ajst-20807	43	15	system	system	NOUN
ajst-20807	43	16	parameters	parameter	NOUN
ajst-20807	43	17	for	for	ADP
ajst-20807	43	18	the	the	DET
ajst-20807	43	19	aircraft	aircraft	NOUN
ajst-20807	43	20	operating	operate	VERB
ajst-20807	43	21	system	system	NOUN
ajst-20807	43	22	to	to	PART
ajst-20807	43	23	obtain	obtain	VERB
ajst-20807	43	24	the	the	DET
ajst-20807	43	25	adaptive	adaptive	ADJ
ajst-20807	43	26	threshold	threshold	NOUN
ajst-20807	43	27	and	and	CCONJ
ajst-20807	43	28	fault	fault	VERB
ajst-20807	43	29	characteristic	characteristic	ADJ
ajst-20807	43	30	matrix	matrix	NOUN
ajst-20807	43	31	(	(	PUNCT
ajst-20807	43	32	fsm	fsm	PROPN
ajst-20807	43	33	)	)	PUNCT
ajst-20807	43	34	,	,	PUNCT
ajst-20807	43	35	and	and	CCONJ
ajst-20807	43	36	based	base	VERB
ajst-20807	43	37	on	on	ADP
ajst-20807	43	38	this	this	PRON
ajst-20807	43	39	,	,	PUNCT
ajst-20807	43	40	developed	develop	VERB
ajst-20807	43	41	a	a	DET
ajst-20807	43	42	new	new	ADJ
ajst-20807	43	43	integration	integration	NOUN
ajst-20807	43	44	method	method	NOUN
ajst-20807	43	45	[	[	X
ajst-20807	43	46	13	13	NUM
ajst-20807	43	47	]	]	PUNCT
ajst-20807	43	48	.	.	PUNCT
ajst-20807	44	1	zhang	zhang	PROPN
ajst-20807	44	2	et	et	PROPN
ajst-20807	44	3	al	al	PROPN
ajst-20807	44	4	.	.	PROPN
ajst-20807	44	5	proposed	propose	VERB
ajst-20807	44	6	a	a	DET
ajst-20807	44	7	model	model	NOUN
ajst-20807	44	8	based	base	VERB
ajst-20807	44	9	on	on	ADP
ajst-20807	44	10	principal	principal	ADJ
ajst-20807	44	11	component	component	NOUN
ajst-20807	44	12	analysis	analysis	NOUN
ajst-20807	44	13	(	(	PUNCT
ajst-20807	44	14	pca	pca	NOUN
ajst-20807	44	15	)	)	PUNCT
ajst-20807	44	16	and	and	CCONJ
ajst-20807	44	17	improved	improve	VERB
ajst-20807	44	18	rotationally	rotationally	ADV
ajst-20807	44	19	symmetric	symmetric	ADJ
ajst-20807	44	20	block	block	NOUN
ajst-20807	44	21	support	support	NOUN
ajst-20807	44	22	vector	vector	NOUN
ajst-20807	44	23	machine	machine	NOUN
ajst-20807	44	24	(	(	PUNCT
ajst-20807	44	25	rspsvm	rspsvm	NOUN
ajst-20807	44	26	)	)	PUNCT
ajst-20807	44	27	to	to	PART
ajst-20807	44	28	study	study	VERB
ajst-20807	44	29	composite	composite	ADJ
ajst-20807	44	30	damage	damage	NOUN
ajst-20807	44	31	detection	detection	NOUN
ajst-20807	44	32	of	of	ADP
ajst-20807	44	33	aircraft	aircraft	NOUN
ajst-20807	44	34	[	[	X
ajst-20807	44	35	14	14	NUM
ajst-20807	44	36	]	]	PUNCT
ajst-20807	44	37	.	.	PUNCT
ajst-20807	45	1	in	in	ADP
ajst-20807	45	2	order	order	NOUN
ajst-20807	45	3	to	to	PART
ajst-20807	45	4	detect	detect	VERB
ajst-20807	45	5	fault	fault	NOUN
ajst-20807	45	6	information	information	NOUN
ajst-20807	45	7	of	of	ADP
ajst-20807	45	8	engine	engine	NOUN
ajst-20807	45	9	bearings	bearing	NOUN
ajst-20807	45	10	,	,	PUNCT
ajst-20807	45	11	zhang	zhang	PROPN
ajst-20807	45	12	et	et	PROPN
ajst-20807	45	13	al	al	PROPN
ajst-20807	45	14	.	.	PROPN
ajst-20807	45	15	used	use	VERB
ajst-20807	45	16	k	k	ADJ
ajst-20807	45	17	-	-	PUNCT
ajst-20807	45	18	nearest	near	ADJ
ajst-20807	45	19	neighbor	neighbor	NOUN
ajst-20807	45	20	algorithm	algorithm	NOUN
ajst-20807	45	21	(	(	PUNCT
ajst-20807	45	22	knn	knn	PROPN
ajst-20807	45	23	)	)	PUNCT
ajst-20807	45	24	and	and	CCONJ
ajst-20807	45	25	principal	principal	ADJ
ajst-20807	45	26	component	component	NOUN
ajst-20807	45	27	analysis	analysis	NOUN
ajst-20807	45	28	(	(	PUNCT
ajst-20807	45	29	pca	pca	NOUN
ajst-20807	45	30	)	)	PUNCT
ajst-20807	45	31	to	to	PART
ajst-20807	45	32	preprocess	preprocess	VERB
ajst-20807	45	33	the	the	DET
ajst-20807	45	34	feature	feature	NOUN
ajst-20807	45	35	information	information	NOUN
ajst-20807	45	36	,	,	PUNCT
ajst-20807	45	37	and	and	CCONJ
ajst-20807	45	38	used	use	VERB
ajst-20807	45	39	the	the	DET
ajst-20807	45	40	new	new	ADJ
ajst-20807	45	41	model	model	NOUN
ajst-20807	45	42	proposed	propose	VERB
ajst-20807	45	43	to	to	PART
ajst-20807	45	44	detect	detect	VERB
ajst-20807	45	45	aircraft	aircraft	NOUN
ajst-20807	45	46	engine	engine	NOUN
ajst-20807	45	47	faults	fault	NOUN
ajst-20807	45	48	[	[	X
ajst-20807	45	49	15	15	NUM
ajst-20807	45	50	]	]	PUNCT
ajst-20807	45	51	.	.	PUNCT
ajst-20807	46	1	sun	sun	PROPN
ajst-20807	46	2	et	et	PROPN
ajst-20807	46	3	al	al	PROPN
ajst-20807	46	4	.	.	PROPN
ajst-20807	46	5	proposed	propose	VERB
ajst-20807	46	6	an	an	DET
ajst-20807	46	7	improved	improved	ADJ
ajst-20807	46	8	method	method	NOUN
ajst-20807	46	9	using	use	VERB
ajst-20807	46	10	k	k	ADJ
ajst-20807	46	11	-	-	PUNCT
ajst-20807	46	12	means	mean	VERB
ajst-20807	46	13	clustering	clustering	NOUN
ajst-20807	46	14	and	and	CCONJ
ajst-20807	46	15	sliding	sliding	NOUN
ajst-20807	46	16	time	time	NOUN
ajst-20807	46	17	window	window	NOUN
ajst-20807	46	18	kernel	kernel	PROPN
ajst-20807	46	19	principal	principal	PROPN
ajst-20807	46	20	component	component	NOUN
ajst-20807	46	21	analysis	analysis	NOUN
ajst-20807	46	22	(	(	PUNCT
ajst-20807	46	23	mwkpca	mwkpca	NOUN
ajst-20807	46	24	)	)	PUNCT
ajst-20807	46	25	method	method	NOUN
ajst-20807	46	26	for	for	ADP
ajst-20807	46	27	the	the	DET
ajst-20807	46	28	problem	problem	NOUN
ajst-20807	46	29	of	of	ADP
ajst-20807	46	30	turbofan	turbofan	NOUN
ajst-20807	46	31	engine	engine	NOUN
ajst-20807	46	32	detection	detection	NOUN
ajst-20807	46	33	[	[	X
ajst-20807	46	34	16	16	NUM
ajst-20807	46	35	]	]	PUNCT
ajst-20807	46	36	.	.	PUNCT
ajst-20807	47	1	chen	chen	PROPN
ajst-20807	47	2	et	et	PROPN
ajst-20807	47	3	al	al	PROPN
ajst-20807	47	4	.	.	PROPN
ajst-20807	47	5	developed	develop	VERB
ajst-20807	47	6	a	a	DET
ajst-20807	47	7	method	method	NOUN
ajst-20807	47	8	based	base	VERB
ajst-20807	47	9	on	on	ADP
ajst-20807	47	10	k	k	NOUN
ajst-20807	47	11	-	-	PUNCT
ajst-20807	47	12	nearest	near	ADJ
ajst-20807	47	13	neighbor	neighbor	NOUN
ajst-20807	47	14	algorithm	algorithm	NOUN
ajst-20807	47	15	(	(	PUNCT
ajst-20807	47	16	knn	knn	PROPN
ajst-20807	47	17	)	)	PUNCT
ajst-20807	47	18	,	,	PUNCT
ajst-20807	47	19	k	k	X
ajst-20807	47	20	-	-	PUNCT
ajst-20807	47	21	means	mean	VERB
ajst-20807	47	22	clustering	cluster	VERB
ajst-20807	47	23	algorithm	algorithm	NOUN
ajst-20807	47	24	and	and	CCONJ
ajst-20807	47	25	kernel	kernel	PROPN
ajst-20807	47	26	principal	principal	ADJ
ajst-20807	47	27	component	component	NOUN
ajst-20807	47	28	analysis	analysis	NOUN
ajst-20807	47	29	(	(	PUNCT
ajst-20807	47	30	kpca	kpca	NOUN
ajst-20807	47	31	)	)	PUNCT
ajst-20807	47	32	to	to	PART
ajst-20807	47	33	achieve	achieve	VERB
ajst-20807	47	34	real	real	ADJ
ajst-20807	47	35	-	-	PUNCT
ajst-20807	47	36	time	time	NOUN
ajst-20807	47	37	fault	fault	NOUN
ajst-20807	47	38	detection	detection	NOUN
ajst-20807	47	39	of	of	ADP
ajst-20807	47	40	turbine	turbine	NOUN
ajst-20807	47	41	engine	engine	NOUN
ajst-20807	47	42	components	component	NOUN
ajst-20807	47	43	[	[	X
ajst-20807	47	44	17	17	NUM
ajst-20807	47	45	]	]	PUNCT
ajst-20807	47	46	.	.	PUNCT
ajst-20807	48	1	rabcan	rabcan	PROPN
ajst-20807	48	2	et	et	PROPN
ajst-20807	48	3	al	al	PROPN
ajst-20807	48	4	.	.	PROPN
ajst-20807	48	5	used	use	VERB
ajst-20807	48	6	principal	principal	ADJ
ajst-20807	48	7	component	component	NOUN
ajst-20807	48	8	analysis	analysis	NOUN
ajst-20807	48	9	to	to	PART
ajst-20807	48	10	perform	perform	VERB
ajst-20807	48	11	the	the	DET
ajst-20807	48	12	required	require	VERB
ajst-20807	48	13	data	data	NOUN
ajst-20807	48	14	dimensionality	dimensionality	NOUN
ajst-20807	48	15	reduction	reduction	NOUN
ajst-20807	48	16	on	on	ADP
ajst-20807	48	17	the	the	DET
ajst-20807	48	18	feature	feature	NOUN
ajst-20807	48	19	matrix	matrix	NOUN
ajst-20807	48	20	,	,	PUNCT
ajst-20807	48	21	and	and	CCONJ
ajst-20807	48	22	combined	combine	VERB
ajst-20807	48	23	it	it	PRON
ajst-20807	48	24	with	with	ADP
ajst-20807	48	25	fuzzy	fuzzy	ADJ
ajst-20807	48	26	decision	decision	NOUN
ajst-20807	48	27	tree	tree	NOUN
ajst-20807	48	28	(	(	PUNCT
ajst-20807	48	29	ofdt	ofdt	NOUN
ajst-20807	48	30	)	)	PUNCT
ajst-20807	48	31	to	to	PART
ajst-20807	48	32	diagnose	diagnose	VERB
ajst-20807	48	33	the	the	DET
ajst-20807	48	34	presence	presence	NOUN
ajst-20807	48	35	or	or	CCONJ
ajst-20807	48	36	absence	absence	NOUN
ajst-20807	48	37	of	of	ADP
ajst-20807	48	38	faults	fault	NOUN
ajst-20807	48	39	in	in	ADP
ajst-20807	48	40	aeroengine	aeroengine	ADJ
ajst-20807	48	41	gas	gas	NOUN
ajst-20807	48	42	turbine	turbine	NOUN
ajst-20807	48	43	blades	blade	NOUN
ajst-20807	48	44	[	[	X
ajst-20807	48	45	18	18	NUM
ajst-20807	48	46	]	]	PUNCT
ajst-20807	48	47	.	.	PUNCT
ajst-20807	49	1	in	in	ADP
ajst-20807	49	2	order	order	NOUN
ajst-20807	49	3	to	to	PART
ajst-20807	49	4	deal	deal	VERB
ajst-20807	49	5	with	with	ADP
ajst-20807	49	6	the	the	DET
ajst-20807	49	7	problem	problem	NOUN
ajst-20807	49	8	of	of	ADP
ajst-20807	49	9	hinge	hinge	ADJ
ajst-20807	49	10	deformation	deformation	NOUN
ajst-20807	49	11	of	of	ADP
ajst-20807	49	12	the	the	DET
ajst-20807	49	13	aircraft	aircraft	NOUN
ajst-20807	49	14	braking	brake	VERB
ajst-20807	49	15	system	system	NOUN
ajst-20807	49	16	,	,	PUNCT
ajst-20807	49	17	wang	wang	PROPN
ajst-20807	49	18	et	et	PROPN
ajst-20807	49	19	al	al	PROPN
ajst-20807	49	20	.	.	PROPN
ajst-20807	49	21	further	further	PROPN
ajst-20807	49	22	explored	explore	VERB
ajst-20807	49	23	spatial	spatial	ADJ
ajst-20807	49	24	transient	transient	ADJ
ajst-20807	49	25	patterns	pattern	NOUN
ajst-20807	49	26	on	on	ADP
ajst-20807	49	27	the	the	DET
ajst-20807	49	28	thermal	thermal	ADJ
ajst-20807	49	29	pattern	pattern	NOUN
ajst-20807	49	30	comparison	comparison	NOUN
ajst-20807	49	31	results	result	NOUN
ajst-20807	49	32	based	base	VERB
ajst-20807	49	33	on	on	ADP
ajst-20807	49	34	eddy	eddy	PROPN
ajst-20807	49	35	current	current	PROPN
ajst-20807	49	36	pulse	pulse	NOUN
ajst-20807	49	37	thermal	thermal	ADJ
ajst-20807	49	38	imaging	imaging	NOUN
ajst-20807	49	39	by	by	ADP
ajst-20807	49	40	constructing	construct	VERB
ajst-20807	49	41	principal	principal	ADJ
ajst-20807	49	42	component	component	NOUN
ajst-20807	49	43	analysis	analysis	NOUN
ajst-20807	49	44	to	to	PART
ajst-20807	49	45	obtain	obtain	VERB
ajst-20807	49	46	better	well	ADJ
ajst-20807	49	47	fault	fault	NOUN
ajst-20807	49	48	diagnosis	diagnosis	NOUN
ajst-20807	49	49	results	result	NOUN
ajst-20807	49	50	[	[	X
ajst-20807	49	51	19	19	NUM
ajst-20807	49	52	]	]	PUNCT
ajst-20807	49	53	.	.	PUNCT
ajst-20807	50	1	ji	ji	PROPN
ajst-20807	50	2	et	et	PROPN
ajst-20807	50	3	al	al	PROPN
ajst-20807	50	4	.	.	PROPN
ajst-20807	50	5	proposed	propose	VERB
ajst-20807	50	6	a	a	DET
ajst-20807	50	7	remaining	remain	VERB
ajst-20807	50	8	service	service	NOUN
ajst-20807	50	9	life	life	NOUN
ajst-20807	50	10	prediction	prediction	NOUN
ajst-20807	50	11	model	model	NOUN
ajst-20807	50	12	based	base	VERB
ajst-20807	50	13	on	on	ADP
ajst-20807	50	14	principal	principal	ADJ
ajst-20807	50	15	component	component	NOUN
ajst-20807	50	16	analysis	analysis	NOUN
ajst-20807	50	17	and	and	CCONJ
ajst-20807	50	18	bidirectional	bidirectional	ADJ
ajst-20807	50	19	long	long	ADJ
ajst-20807	50	20	short	short	ADJ
ajst-20807	50	21	-	-	PUNCT
ajst-20807	50	22	term	term	NOUN
ajst-20807	50	23	memory	memory	NOUN
ajst-20807	50	24	neural	neural	ADJ
ajst-20807	50	25	network	network	NOUN
ajst-20807	50	26	,	,	PUNCT
ajst-20807	50	27	which	which	PRON
ajst-20807	50	28	shows	show	VERB
ajst-20807	50	29	better	well	ADJ
ajst-20807	50	30	prediction	prediction	NOUN
ajst-20807	50	31	accuracy	accuracy	NOUN
ajst-20807	50	32	in	in	ADP
ajst-20807	50	33	engine	engine	NOUN
ajst-20807	50	34	failure	failure	NOUN
ajst-20807	50	35	prediction	prediction	NOUN
ajst-20807	50	36	compared	compare	VERB
ajst-20807	50	37	to	to	ADP
ajst-20807	50	38	other	other	ADJ
ajst-20807	50	39	types	type	NOUN
ajst-20807	50	40	of	of	ADP
ajst-20807	50	41	methods	method	NOUN
ajst-20807	50	42	[	[	X
ajst-20807	50	43	20	20	NUM
ajst-20807	50	44	]	]	PUNCT
ajst-20807	50	45	.	.	PUNCT
ajst-20807	51	1	support	support	NOUN
ajst-20807	51	2	vector	vector	NOUN
ajst-20807	51	3	machine	machine	NOUN
ajst-20807	51	4	(	(	PUNCT
ajst-20807	51	5	svm	svm	PROPN
ajst-20807	51	6	)	)	PUNCT
ajst-20807	51	7	is	be	AUX
ajst-20807	51	8	a	a	DET
ajst-20807	51	9	binary	binary	ADJ
ajst-20807	51	10	classification	classification	NOUN
ajst-20807	51	11	model	model	NOUN
ajst-20807	51	12	.	.	PUNCT
ajst-20807	52	1	svm	svm	PROPN
ajst-20807	52	2	considers	consider	VERB
ajst-20807	52	3	mapping	map	VERB
ajst-20807	52	4	the	the	DET
ajst-20807	52	5	feature	feature	NOUN
ajst-20807	52	6	vectors	vector	NOUN
ajst-20807	52	7	of	of	ADP
ajst-20807	52	8	instances	instance	NOUN
ajst-20807	52	9	into	into	ADP
ajst-20807	52	10	some	some	DET
ajst-20807	52	11	points	point	NOUN
ajst-20807	52	12	in	in	ADP
ajst-20807	52	13	space	space	NOUN
ajst-20807	52	14	.	.	PUNCT
ajst-20807	53	1	the	the	DET
ajst-20807	53	2	purpose	purpose	NOUN
ajst-20807	53	3	of	of	ADP
ajst-20807	53	4	svm	svm	PROPN
ajst-20807	53	5	is	be	AUX
ajst-20807	53	6	to	to	PART
ajst-20807	53	7	draw	draw	VERB
ajst-20807	53	8	a	a	DET
ajst-20807	53	9	line	line	NOUN
ajst-20807	53	10	to	to	PART
ajst-20807	53	11	best	well	ADV
ajst-20807	53	12	classify	classify	VERB
ajst-20807	53	13	these	these	DET
ajst-20807	53	14	points	point	NOUN
ajst-20807	53	15	.	.	PUNCT
ajst-20807	54	1	it	it	PRON
ajst-20807	54	2	is	be	AUX
ajst-20807	54	3	more	more	ADV
ajst-20807	54	4	suitable	suitable	ADJ
ajst-20807	54	5	for	for	ADP
ajst-20807	54	6	small	small	ADJ
ajst-20807	54	7	and	and	CCONJ
ajst-20807	54	8	medium	medium	ADJ
ajst-20807	54	9	-	-	PUNCT
ajst-20807	54	10	sized	sized	ADJ
ajst-20807	54	11	data	datum	NOUN
ajst-20807	54	12	samples	sample	NOUN
ajst-20807	54	13	,	,	PUNCT
ajst-20807	54	14	nonlinear	nonlinear	ADJ
ajst-20807	54	15	,	,	PUNCT
ajst-20807	54	16	and	and	CCONJ
ajst-20807	54	17	high	high	ADV
ajst-20807	54	18	-	-	PUNCT
ajst-20807	54	19	dimensional	dimensional	ADJ
ajst-20807	54	20	classification	classification	NOUN
ajst-20807	54	21	problems	problem	NOUN
ajst-20807	54	22	.	.	PUNCT
ajst-20807	55	1	due	due	ADP
ajst-20807	55	2	to	to	ADP
ajst-20807	55	3	the	the	DET
ajst-20807	55	4	superior	superior	ADJ
ajst-20807	55	5	performance	performance	NOUN
ajst-20807	55	6	of	of	ADP
ajst-20807	55	7	svm	svm	ADJ
ajst-20807	55	8	,	,	PUNCT
ajst-20807	55	9	many	many	ADJ
ajst-20807	55	10	scholars	scholar	NOUN
ajst-20807	55	11	use	use	VERB
ajst-20807	55	12	it	it	PRON
ajst-20807	55	13	as	as	ADP
ajst-20807	55	14	one	one	NUM
ajst-20807	55	15	of	of	ADP
ajst-20807	55	16	the	the	DET
ajst-20807	55	17	research	research	NOUN
ajst-20807	55	18	methods	method	NOUN
ajst-20807	55	19	for	for	ADP
ajst-20807	55	20	fault	fault	NOUN
ajst-20807	55	21	diagnosis	diagnosis	NOUN
ajst-20807	55	22	.	.	PUNCT
ajst-20807	56	1	zhang	zhang	PROPN
ajst-20807	56	2	et	et	PROPN
ajst-20807	56	3	al	al	PROPN
ajst-20807	56	4	.	.	PROPN
ajst-20807	56	5	used	use	VERB
ajst-20807	56	6	a	a	DET
ajst-20807	56	7	support	support	NOUN
ajst-20807	56	8	vector	vector	NOUN
ajst-20807	56	9	machine	machine	NOUN
ajst-20807	56	10	(	(	PUNCT
ajst-20807	56	11	svm	svm	PROPN
ajst-20807	56	12	)	)	PUNCT
ajst-20807	56	13	optimized	optimize	VERB
ajst-20807	56	14	by	by	ADP
ajst-20807	56	15	an	an	DET
ajst-20807	56	16	immune	immune	ADJ
ajst-20807	56	17	algorithm	algorithm	NOUN
ajst-20807	56	18	to	to	ADP
ajst-20807	56	19	mine	mine	NOUN
ajst-20807	56	20	engine	engine	NOUN
ajst-20807	56	21	oil	oil	NOUN
ajst-20807	56	22	monitoring	monitoring	NOUN
ajst-20807	56	23	ferrogram	ferrogram	VERB
ajst-20807	56	24	analysis	analysis	NOUN
ajst-20807	56	25	data	datum	NOUN
ajst-20807	56	26	to	to	PART
ajst-20807	56	27	achieve	achieve	VERB
ajst-20807	56	28	fault	fault	NOUN
ajst-20807	56	29	diagnosis	diagnosis	NOUN
ajst-20807	56	30	of	of	ADP
ajst-20807	56	31	aircraft	aircraft	NOUN
ajst-20807	56	32	engine	engine	NOUN
ajst-20807	56	33	wear	wear	NOUN
ajst-20807	56	34	,	,	PUNCT
ajst-20807	56	35	and	and	CCONJ
ajst-20807	56	36	proved	prove	VERB
ajst-20807	56	37	through	through	ADP
ajst-20807	56	38	examples	example	NOUN
ajst-20807	56	39	that	that	SCONJ
ajst-20807	56	40	their	their	PRON
ajst-20807	56	41	model	model	NOUN
ajst-20807	56	42	has	have	VERB
ajst-20807	56	43	good	good	ADJ
ajst-20807	56	44	robustness	robustness	NOUN
ajst-20807	56	45	[	[	X
ajst-20807	56	46	21	21	NUM
ajst-20807	56	47	]	]	PUNCT
ajst-20807	56	48	.	.	PUNCT
ajst-20807	57	1	wang	wang	PROPN
ajst-20807	57	2	et	et	PROPN
ajst-20807	57	3	al	al	PROPN
ajst-20807	57	4	.	.	PROPN
ajst-20807	57	5	also	also	ADV
ajst-20807	57	6	proposed	propose	VERB
ajst-20807	57	7	a	a	DET
ajst-20807	57	8	fault	fault	NOUN
ajst-20807	57	9	diagnosis	diagnosis	NOUN
ajst-20807	57	10	and	and	CCONJ
ajst-20807	57	11	optimization	optimization	NOUN
ajst-20807	57	12	method	method	NOUN
ajst-20807	57	13	for	for	ADP
ajst-20807	57	14	engine	engine	NOUN
ajst-20807	57	15	control	control	NOUN
ajst-20807	57	16	systems	system	NOUN
ajst-20807	57	17	based	base	VERB
ajst-20807	57	18	on	on	ADP
ajst-20807	57	19	probabilistic	probabilistic	ADJ
ajst-20807	57	20	neural	neural	ADJ
ajst-20807	57	21	networks	network	NOUN
ajst-20807	57	22	and	and	CCONJ
ajst-20807	57	23	support	support	VERB
ajst-20807	57	24	vector	vector	NOUN
ajst-20807	57	25	machines	machine	NOUN
ajst-20807	57	26	in	in	ADP
ajst-20807	57	27	order	order	NOUN
ajst-20807	57	28	to	to	PART
ajst-20807	57	29	improve	improve	VERB
ajst-20807	57	30	the	the	DET
ajst-20807	57	31	safety	safety	NOUN
ajst-20807	57	32	and	and	CCONJ
ajst-20807	57	33	reliability	reliability	NOUN
ajst-20807	57	34	of	of	ADP
ajst-20807	57	35	aeroengines	aeroengine	NOUN
ajst-20807	57	36	[	[	X
ajst-20807	57	37	22	22	NUM
ajst-20807	57	38	]	]	PUNCT
ajst-20807	57	39	.	.	PUNCT
ajst-20807	58	1	grehan	grehan	PROPN
ajst-20807	58	2	et	et	PROPN
ajst-20807	58	3	al	al	PROPN
ajst-20807	58	4	.	.	PROPN
ajst-20807	58	5	designed	design	VERB
ajst-20807	58	6	a	a	DET
ajst-20807	58	7	data	data	NOUN
ajst-20807	58	8	-	-	PUNCT
ajst-20807	58	9	driven	drive	VERB
ajst-20807	58	10	algorithm	algorithm	NOUN
ajst-20807	58	11	using	use	VERB
ajst-20807	58	12	support	support	NOUN
ajst-20807	58	13	vector	vector	NOUN
ajst-20807	58	14	machines	machine	NOUN
ajst-20807	58	15	(	(	PUNCT
ajst-20807	58	16	svm	svm	PROPN
ajst-20807	58	17	)	)	PUNCT
ajst-20807	58	18	to	to	PART
ajst-20807	58	19	investigate	investigate	VERB
ajst-20807	58	20	efficiency	efficiency	NOUN
ajst-20807	58	21	loss	loss	NOUN
ajst-20807	58	22	faults	fault	NOUN
ajst-20807	58	23	of	of	ADP
ajst-20807	58	24	aircraft	aircraft	NOUN
ajst-20807	58	25	actuator	actuator	NOUN
ajst-20807	58	26	failures	failure	NOUN
ajst-20807	58	27	,	,	PUNCT
ajst-20807	58	28	and	and	CCONJ
ajst-20807	58	29	their	their	PRON
ajst-20807	58	30	results	result	NOUN
ajst-20807	58	31	showed	show	VERB
ajst-20807	58	32	that	that	SCONJ
ajst-20807	58	33	the	the	DET
ajst-20807	58	34	svm	svm	ADJ
ajst-20807	58	35	algorithm	algorithm	NOUN
ajst-20807	58	36	can	can	AUX
ajst-20807	58	37	detect	detect	VERB
ajst-20807	58	38	efficiency	efficiency	NOUN
ajst-20807	58	39	loss	loss	NOUN
ajst-20807	58	40	faults	fault	NOUN
ajst-20807	58	41	almost	almost	ADV
ajst-20807	58	42	immediately	immediately	ADV
ajst-20807	59	1	[	[	X
ajst-20807	59	2	23	23	NUM
ajst-20807	59	3	]	]	PUNCT
ajst-20807	59	4	.	.	PUNCT
ajst-20807	60	1	the	the	DET
ajst-20807	60	2	aileron	aileron	NOUN
ajst-20807	60	3	actuator	actuator	NOUN
ajst-20807	60	4	is	be	AUX
ajst-20807	60	5	a	a	DET
ajst-20807	60	6	key	key	ADJ
ajst-20807	60	7	component	component	NOUN
ajst-20807	60	8	of	of	ADP
ajst-20807	60	9	the	the	DET
ajst-20807	60	10	aircraft	aircraft	NOUN
ajst-20807	60	11	flight	flight	NOUN
ajst-20807	60	12	control	control	NOUN
ajst-20807	60	13	system	system	NOUN
ajst-20807	60	14	.	.	PUNCT
ajst-20807	61	1	for	for	ADP
ajst-20807	61	2	related	related	ADJ
ajst-20807	61	3	fault	fault	NOUN
ajst-20807	61	4	diagnosis	diagnosis	NOUN
ajst-20807	61	5	research	research	NOUN
ajst-20807	61	6	,	,	PUNCT
ajst-20807	61	7	qin	qin	PROPN
ajst-20807	61	8	et	et	PROPN
ajst-20807	61	9	al	al	PROPN
ajst-20807	61	10	.	.	PROPN
ajst-20807	61	11	proposed	propose	VERB
ajst-20807	61	12	a	a	DET
ajst-20807	61	13	new	new	ADJ
ajst-20807	61	14	method	method	NOUN
ajst-20807	61	15	that	that	PRON
ajst-20807	61	16	combines	combine	VERB
ajst-20807	61	17	principal	principal	ADJ
ajst-20807	61	18	component	component	NOUN
ajst-20807	61	19	analysis	analysis	NOUN
ajst-20807	61	20	,	,	PUNCT
ajst-20807	61	21	grid	grid	NOUN
ajst-20807	61	22	search	search	NOUN
ajst-20807	61	23	,	,	PUNCT
ajst-20807	61	24	support	support	NOUN
ajst-20807	61	25	vector	vector	NOUN
ajst-20807	61	26	machine	machine	NOUN
ajst-20807	61	27	and	and	CCONJ
ajst-20807	61	28	other	other	ADJ
ajst-20807	61	29	methods	method	NOUN
ajst-20807	61	30	[	[	X
ajst-20807	61	31	24	24	NUM
ajst-20807	61	32	]	]	PUNCT
ajst-20807	61	33	.	.	PUNCT
ajst-20807	62	1	wang	wang	PROPN
ajst-20807	62	2	et	et	PROPN
ajst-20807	62	3	al	al	PROPN
ajst-20807	62	4	.	.	PROPN
ajst-20807	62	5	proposed	propose	VERB
ajst-20807	62	6	an	an	DET
ajst-20807	62	7	intelligent	intelligent	ADJ
ajst-20807	62	8	diagnosis	diagnosis	NOUN
ajst-20807	62	9	method	method	NOUN
ajst-20807	62	10	based	base	VERB
ajst-20807	62	11	on	on	ADP
ajst-20807	62	12	support	support	NOUN
ajst-20807	62	13	vector	vector	NOUN
ajst-20807	62	14	machines	machine	NOUN
ajst-20807	62	15	.	.	PUNCT
ajst-20807	63	1	in	in	ADP
ajst-20807	63	2	order	order	NOUN
ajst-20807	63	3	to	to	PART
ajst-20807	63	4	obtain	obtain	VERB
ajst-20807	63	5	better	well	ADJ
ajst-20807	63	6	performance	performance	NOUN
ajst-20807	63	7	than	than	ADP
ajst-20807	63	8	traditional	traditional	ADJ
ajst-20807	63	9	kernel	kernel	NOUN
ajst-20807	63	10	functions	function	NOUN
ajst-20807	63	11	,	,	PUNCT
ajst-20807	63	12	particle	particle	NOUN
ajst-20807	63	13	swarm	swarm	NOUN
ajst-20807	63	14	optimization	optimization	NOUN
ajst-20807	63	15	was	be	AUX
ajst-20807	63	16	used	use	VERB
ajst-20807	63	17	to	to	PART
ajst-20807	63	18	optimize	optimize	VERB
ajst-20807	63	19	relevant	relevant	ADJ
ajst-20807	63	20	parameters	parameter	NOUN
ajst-20807	63	21	and	and	CCONJ
ajst-20807	63	22	achieve	achieve	VERB
ajst-20807	63	23	quantitative	quantitative	ADJ
ajst-20807	63	24	intelligent	intelligent	ADJ
ajst-20807	63	25	diagnosis	diagnosis	NOUN
ajst-20807	63	26	of	of	ADP
ajst-20807	63	27	aviation	aviation	NOUN
ajst-20807	63	28	high	high	ADJ
ajst-20807	63	29	-	-	PUNCT
ajst-20807	63	30	speed	speed	NOUN
ajst-20807	63	31	bearing	bearing	NOUN
ajst-20807	63	32	faults	fault	NOUN
ajst-20807	63	33	[	[	X
ajst-20807	63	34	25	25	NUM
ajst-20807	63	35	]	]	PUNCT
ajst-20807	63	36	.	.	PUNCT
ajst-20807	64	1	zhu	zhu	PROPN
ajst-20807	64	2	et	et	PROPN
ajst-20807	64	3	al	al	PROPN
ajst-20807	64	4	.	.	PROPN
ajst-20807	64	5	also	also	ADV
ajst-20807	64	6	studied	study	VERB
ajst-20807	64	7	the	the	DET
ajst-20807	64	8	problem	problem	NOUN
ajst-20807	64	9	of	of	ADP
ajst-20807	64	10	engine	engine	NOUN
ajst-20807	64	11	fault	fault	NOUN
ajst-20807	64	12	detection	detection	NOUN
ajst-20807	64	13	and	and	CCONJ
ajst-20807	64	14	proposed	propose	VERB
ajst-20807	64	15	an	an	DET
ajst-20807	64	16	engine	engine	NOUN
ajst-20807	64	17	fault	fault	NOUN
ajst-20807	64	18	detection	detection	NOUN
ajst-20807	64	19	algorithm	algorithm	NOUN
ajst-20807	64	20	based	base	VERB
ajst-20807	64	21	on	on	ADP
ajst-20807	64	22	single	single	ADJ
ajst-20807	64	23	-	-	PUNCT
ajst-20807	64	24	class	class	NOUN
ajst-20807	64	25	support	support	NOUN
ajst-20807	64	26	vector	vector	NOUN
ajst-20807	64	27	machine	machine	NOUN
ajst-20807	64	28	(	(	PUNCT
ajst-20807	64	29	oc	oc	NOUN
ajst-20807	64	30	-	-	PUNCT
ajst-20807	64	31	svm	svm	ADJ
ajst-20807	64	32	)	)	PUNCT
ajst-20807	64	33	and	and	CCONJ
ajst-20807	64	34	transfer	transfer	NOUN
ajst-20807	64	35	learning	learning	NOUN
ajst-20807	64	36	(	(	PUNCT
ajst-20807	64	37	tl	tl	PROPN
ajst-20807	64	38	)	)	PUNCT
ajst-20807	64	39	to	to	PART
ajst-20807	64	40	help	help	VERB
ajst-20807	64	41	achieve	achieve	VERB
ajst-20807	64	42	high	high	ADJ
ajst-20807	64	43	-	-	PUNCT
ajst-20807	64	44	precision	precision	NOUN
ajst-20807	64	45	fault	fault	NOUN
ajst-20807	64	46	detection	detection	NOUN
ajst-20807	64	47	[	[	X
ajst-20807	64	48	26	26	NUM
ajst-20807	64	49	]	]	PUNCT
ajst-20807	64	50	.	.	PUNCT
ajst-20807	65	1	du	du	PROPN
ajst-20807	65	2	et	et	PROPN
ajst-20807	65	3	al	al	PROPN
ajst-20807	65	4	.	.	PROPN
ajst-20807	65	5	introduced	introduce	VERB
ajst-20807	65	6	twin	twin	ADJ
ajst-20807	65	7	support	support	NOUN
ajst-20807	65	8	vector	vector	NOUN
ajst-20807	65	9	machine	machine	NOUN
ajst-20807	65	10	(	(	PUNCT
ajst-20807	65	11	twsvm	twsvm	NOUN
ajst-20807	65	12	)	)	PUNCT
ajst-20807	65	13	into	into	ADP
ajst-20807	65	14	aircraft	aircraft	NOUN
ajst-20807	65	15	engine	engine	NOUN
ajst-20807	65	16	air	air	NOUN
ajst-20807	65	17	circuit	circuit	NOUN
ajst-20807	65	18	fault	fault	NOUN
ajst-20807	65	19	diagnosis	diagnosis	NOUN
ajst-20807	65	20	,	,	PUNCT
ajst-20807	65	21	and	and	CCONJ
ajst-20807	65	22	combined	combined	ADJ
ajst-20807	65	23	hybrid	hybrid	ADJ
ajst-20807	65	24	kernel	kernel	NOUN
ajst-20807	65	25	function	function	NOUN
ajst-20807	65	26	and	and	CCONJ
ajst-20807	65	27	grid	grid	NOUN
ajst-20807	65	28	search	search	NOUN
ajst-20807	65	29	to	to	PART
ajst-20807	65	30	improve	improve	VERB
ajst-20807	65	31	the	the	DET
ajst-20807	65	32	generalization	generalization	NOUN
ajst-20807	65	33	ability	ability	NOUN
ajst-20807	65	34	and	and	CCONJ
ajst-20807	65	35	learning	learn	VERB
ajst-20807	65	36	ability	ability	NOUN
ajst-20807	65	37	of	of	ADP
ajst-20807	65	38	the	the	DET
ajst-20807	65	39	algorithm	algorithm	NOUN
ajst-20807	65	40	[	[	X
ajst-20807	65	41	27].neural	27].neural	ADJ
ajst-20807	65	42	network	network	NOUN
ajst-20807	65	43	is	be	AUX
ajst-20807	65	44	an	an	DET
ajst-20807	65	45	algorithm	algorithm	NOUN
ajst-20807	65	46	that	that	PRON
ajst-20807	65	47	has	have	AUX
ajst-20807	65	48	become	become	VERB
ajst-20807	65	49	increasingly	increasingly	ADV
ajst-20807	65	50	popular	popular	ADJ
ajst-20807	65	51	in	in	ADP
ajst-20807	65	52	recent	recent	ADJ
ajst-20807	65	53	years	year	NOUN
ajst-20807	65	54	.	.	PUNCT
ajst-20807	66	1	due	due	ADP
ajst-20807	66	2	to	to	ADP
ajst-20807	66	3	its	its	PRON
ajst-20807	66	4	excellent	excellent	ADJ
ajst-20807	66	5	performance	performance	NOUN
ajst-20807	66	6	such	such	ADJ
ajst-20807	66	7	as	as	ADP
ajst-20807	66	8	strong	strong	ADJ
ajst-20807	66	9	parallel	parallel	ADJ
ajst-20807	66	10	distributed	distribute	VERB
ajst-20807	66	11	processing	processing	NOUN
ajst-20807	66	12	capabilities	capability	NOUN
ajst-20807	66	13	,	,	PUNCT
ajst-20807	66	14	strong	strong	ADJ
ajst-20807	66	15	robustness	robustness	NOUN
ajst-20807	66	16	to	to	ADP
ajst-20807	66	17	data	datum	NOUN
ajst-20807	66	18	noise	noise	NOUN
ajst-20807	66	19	,	,	PUNCT
ajst-20807	66	20	and	and	CCONJ
ajst-20807	66	21	fault	fault	VERB
ajst-20807	66	22	tolerance	tolerance	NOUN
ajst-20807	66	23	,	,	PUNCT
ajst-20807	66	24	it	it	PRON
ajst-20807	66	25	has	have	AUX
ajst-20807	66	26	been	be	AUX
ajst-20807	66	27	used	use	VERB
ajst-20807	66	28	by	by	ADP
ajst-20807	66	29	many	many	ADJ
ajst-20807	66	30	scholars	scholar	NOUN
ajst-20807	66	31	in	in	ADP
ajst-20807	66	32	fault	fault	NOUN
ajst-20807	66	33	diagnosis	diagnosis	NOUN
ajst-20807	66	34	research	research	NOUN
ajst-20807	66	35	.	.	PUNCT
ajst-20807	66	36	.	.	PUNCT
ajst-20807	67	1	chen	chen	PROPN
ajst-20807	67	2	et	et	PROPN
ajst-20807	67	3	al	al	PROPN
ajst-20807	67	4	.	.	PROPN
ajst-20807	67	5	developed	develop	VERB
ajst-20807	67	6	a	a	DET
ajst-20807	67	7	stochastic	stochastic	ADJ
ajst-20807	67	8	discrete	discrete	ADJ
ajst-20807	67	9	time	time	NOUN
ajst-20807	67	10	series	series	PROPN
ajst-20807	67	11	deep	deep	ADJ
ajst-20807	67	12	convolutional	convolutional	ADJ
ajst-20807	67	13	neural	neural	ADJ
ajst-20807	67	14	network	network	NOUN
ajst-20807	67	15	(	(	PUNCT
ajst-20807	67	16	sdcnn	sdcnn	NOUN
ajst-20807	67	17	)	)	PUNCT
ajst-20807	67	18	method	method	NOUN
ajst-20807	67	19	for	for	ADP
ajst-20807	67	20	avionics	avionic	NOUN
ajst-20807	67	21	fault	fault	VERB
ajst-20807	67	22	diagnosis	diagnosis	NOUN
ajst-20807	67	23	[	[	X
ajst-20807	67	24	28	28	NUM
ajst-20807	67	25	]	]	PUNCT
ajst-20807	67	26	.	.	PUNCT
ajst-20807	68	1	gao	gao	PROPN
ajst-20807	68	2	et	et	PROPN
ajst-20807	68	3	al	al	PROPN
ajst-20807	68	4	.	.	PROPN
ajst-20807	68	5	used	use	VERB
ajst-20807	68	6	a	a	DET
ajst-20807	68	7	deep	deep	ADJ
ajst-20807	68	8	quantum	quantum	NOUN
ajst-20807	68	9	-	-	PUNCT
ajst-20807	68	10	inspired	inspire	VERB
ajst-20807	68	11	neural	neural	ADJ
ajst-20807	68	12	network	network	NOUN
ajst-20807	68	13	,	,	PUNCT
ajst-20807	68	14	which	which	PRON
ajst-20807	68	15	was	be	AUX
ajst-20807	68	16	constructed	construct	VERB
ajst-20807	68	17	by	by	ADP
ajst-20807	68	18	combining	combine	VERB
ajst-20807	68	19	the	the	DET
ajst-20807	68	20	characteristics	characteristic	NOUN
ajst-20807	68	21	of	of	ADP
ajst-20807	68	22	a	a	DET
ajst-20807	68	23	deep	deep	ADJ
ajst-20807	68	24	belief	belief	NOUN
ajst-20807	68	25	network	network	NOUN
ajst-20807	68	26	(	(	PUNCT
ajst-20807	68	27	dbn	dbn	PROPN
ajst-20807	68	28	)	)	PUNCT
ajst-20807	68	29	and	and	CCONJ
ajst-20807	68	30	a	a	DET
ajst-20807	68	31	quantum	quantum	NOUN
ajst-20807	68	32	-	-	PUNCT
ajst-20807	68	33	inspired	inspire	VERB
ajst-20807	68	34	neural	neural	ADJ
ajst-20807	68	35	network	network	NOUN
ajst-20807	68	36	(	(	PUNCT
ajst-20807	68	37	qinn	qinn	NOUN
ajst-20807	68	38	)	)	PUNCT
ajst-20807	68	39	,	,	PUNCT
ajst-20807	68	40	and	and	CCONJ
ajst-20807	68	41	applied	apply	VERB
ajst-20807	68	42	it	it	PRON
ajst-20807	68	43	to	to	PART
ajst-20807	68	44	model	model	VERB
ajst-20807	68	45	fault	fault	NOUN
ajst-20807	68	46	diagnosis	diagnosis	NOUN
ajst-20807	68	47	of	of	ADP
ajst-20807	68	48	aircraft	aircraft	NOUN
ajst-20807	68	49	fuel	fuel	NOUN
ajst-20807	68	50	systems	system	NOUN
ajst-20807	68	51	[	[	X
ajst-20807	68	52	29	29	NUM
ajst-20807	68	53	]	]	PUNCT
ajst-20807	68	54	.	.	PUNCT
ajst-20807	69	1	ma	ma	PROPN
ajst-20807	69	2	et	et	PROPN
ajst-20807	69	3	al	al	PROPN
ajst-20807	69	4	.	.	PROPN
ajst-20807	69	5	proposed	propose	VERB
ajst-20807	69	6	a	a	DET
ajst-20807	69	7	deep	deep	ADJ
ajst-20807	69	8	autoencoder	autoencoder	NOUN
ajst-20807	69	9	multimodel	multimodel	AUX
ajst-20807	69	10	fault	fault	VERB
ajst-20807	69	11	diagnosis	diagnosis	NOUN
ajst-20807	69	12	algorithm	algorithm	NOUN
ajst-20807	69	13	for	for	ADP
ajst-20807	69	14	aircraft	aircraft	NOUN
ajst-20807	69	15	,	,	PUNCT
ajst-20807	69	16	and	and	CCONJ
ajst-20807	69	17	proposed	propose	VERB
ajst-20807	69	18	a	a	DET
ajst-20807	69	19	recursive	recursive	ADJ
ajst-20807	69	20	formula	formula	NOUN
ajst-20807	69	21	for	for	ADP
ajst-20807	69	22	selecting	select	VERB
ajst-20807	69	23	the	the	DET
ajst-20807	69	24	number	number	NOUN
ajst-20807	69	25	of	of	ADP
ajst-20807	69	26	hidden	hide	VERB
ajst-20807	69	27	layer	layer	NOUN
ajst-20807	69	28	nodes	node	NOUN
ajst-20807	69	29	of	of	ADP
ajst-20807	69	30	the	the	DET
ajst-20807	69	31	neural	neural	ADJ
ajst-20807	69	32	network	network	NOUN
ajst-20807	69	33	to	to	PART
ajst-20807	69	34	adapt	adapt	VERB
ajst-20807	69	35	to	to	ADP
ajst-20807	69	36	the	the	DET
ajst-20807	69	37	multi	multi	ADJ
ajst-20807	69	38	-	-	ADJ
ajst-20807	69	39	model	model	ADJ
ajst-20807	69	40	fault	fault	NOUN
ajst-20807	69	41	diagnosis	diagnosis	NOUN
ajst-20807	69	42	algorithm	algorithm	NOUN
ajst-20807	69	43	[	[	X
ajst-20807	69	44	30	30	NUM
ajst-20807	69	45	]	]	PUNCT
ajst-20807	69	46	.	.	PUNCT
ajst-20807	70	1	chen	chen	PROPN
ajst-20807	70	2	et	et	PROPN
ajst-20807	70	3	al	al	PROPN
ajst-20807	70	4	.	.	PROPN
ajst-20807	70	5	conducted	conduct	VERB
ajst-20807	70	6	research	research	NOUN
ajst-20807	70	7	on	on	ADP
ajst-20807	70	8	fault	fault	NOUN
ajst-20807	70	9	diagnosis	diagnosis	NOUN
ajst-20807	70	10	of	of	ADP
ajst-20807	70	11	aircraft	aircraft	NOUN
ajst-20807	70	12	landing	landing	NOUN
ajst-20807	70	13	gear	gear	NOUN
ajst-20807	70	14	systems	system	NOUN
ajst-20807	70	15	,	,	PUNCT
ajst-20807	70	16	aiming	aim	VERB
ajst-20807	70	17	to	to	PART
ajst-20807	70	18	solve	solve	VERB
ajst-20807	70	19	this	this	DET
ajst-20807	70	20	problem	problem	NOUN
ajst-20807	70	21	through	through	ADP
ajst-20807	70	22	one	one	NUM
ajst-20807	70	23	-	-	PUNCT
ajst-20807	70	24	dimensional	dimensional	ADJ
ajst-20807	70	25	dilated	dilated	ADJ
ajst-20807	70	26	convolutional	convolutional	ADJ
ajst-20807	70	27	neural	neural	ADJ
ajst-20807	70	28	network	network	NOUN
ajst-20807	70	29	(	(	PUNCT
ajst-20807	70	30	1	1	NUM
ajst-20807	70	31	-	-	PUNCT
ajst-20807	70	32	ddcnn	ddcnn	NOUN
ajst-20807	70	33	)	)	PUNCT
ajst-20807	71	1	[	[	X
ajst-20807	71	2	31	31	NUM
ajst-20807	71	3	]	]	PUNCT
ajst-20807	71	4	.	.	PUNCT
ajst-20807	72	1	zhang	zhang	PROPN
ajst-20807	72	2	et	et	PROPN
ajst-20807	72	3	al	al	PROPN
ajst-20807	72	4	.	.	PROPN
ajst-20807	72	5	proposed	propose	VERB
ajst-20807	72	6	an	an	DET
ajst-20807	72	7	aerospace	aerospace	NOUN
ajst-20807	72	8	engine	engine	NOUN
ajst-20807	72	9	fault	fault	NOUN
ajst-20807	72	10	diagnosis	diagnosis	NOUN
ajst-20807	72	11	method	method	NOUN
ajst-20807	72	12	based	base	VERB
ajst-20807	72	13	on	on	ADP
ajst-20807	72	14	deep	deep	ADJ
ajst-20807	72	15	learning	learning	NOUN
ajst-20807	72	16	technology	technology	NOUN
ajst-20807	73	1	[	[	X
ajst-20807	73	2	32	32	NUM
ajst-20807	73	3	]	]	PUNCT
ajst-20807	73	4	.	.	PUNCT
ajst-20807	74	1	kordestani	kordestani	PROPN
ajst-20807	74	2	et	et	PROPN
ajst-20807	74	3	al	al	PROPN
ajst-20807	74	4	.	.	PROPN
ajst-20807	74	5	developed	develop	VERB
ajst-20807	74	6	a	a	DET
ajst-20807	74	7	hybrid	hybrid	ADJ
ajst-20807	74	8	fault	fault	NOUN
ajst-20807	74	9	prediction	prediction	NOUN
ajst-20807	74	10	model	model	NOUN
ajst-20807	74	11	based	base	VERB
ajst-20807	74	12	on	on	ADP
ajst-20807	74	13	published	publish	VERB
ajst-20807	74	14	neural	neural	ADJ
ajst-20807	74	15	network	network	NOUN
ajst-20807	74	16	and	and	CCONJ
ajst-20807	74	17	recursive	recursive	ADJ
ajst-20807	74	18	bayesian	bayesian	NOUN
ajst-20807	74	19	algorithm	algorithm	NOUN
ajst-20807	74	20	to	to	PART
ajst-20807	74	21	address	address	VERB
ajst-20807	74	22	the	the	DET
ajst-20807	74	23	problems	problem	NOUN
ajst-20807	74	24	that	that	PRON
ajst-20807	74	25	are	be	AUX
ajst-20807	74	26	prone	prone	ADJ
ajst-20807	74	27	to	to	PART
ajst-20807	74	28	occur	occur	VERB
ajst-20807	74	29	in	in	ADP
ajst-20807	74	30	mfs	mfs	NOUN
ajst-20807	74	31	systems	system	NOUN
ajst-20807	74	32	on	on	ADP
ajst-20807	74	33	aircraft	aircraft	NOUN
ajst-20807	74	34	[	[	X
ajst-20807	74	35	33	33	NUM
ajst-20807	74	36	]	]	PUNCT
ajst-20807	74	37	.	.	PUNCT
ajst-20807	75	1	ouadine	ouadine	NOUN
ajst-20807	75	2	et	et	PROPN
ajst-20807	75	3	al	al	PROPN
ajst-20807	75	4	.	.	PROPN
ajst-20807	75	5	developed	develop	VERB
ajst-20807	75	6	a	a	DET
ajst-20807	75	7	neural	neural	ADJ
ajst-20807	75	8	network	network	NOUN
ajst-20807	75	9	model	model	NOUN
ajst-20807	75	10	based	base	VERB
ajst-20807	75	11	on	on	ADP
ajst-20807	75	12	genetic	genetic	ADJ
ajst-20807	75	13	algorithm	algorithm	NOUN
ajst-20807	75	14	optimization	optimization	NOUN
ajst-20807	75	15	for	for	ADP
ajst-20807	75	16	diagnosing	diagnose	VERB
ajst-20807	75	17	aircraft	aircraft	NOUN
ajst-20807	75	18	air	air	NOUN
ajst-20807	75	19	compressors	compressor	NOUN
ajst-20807	75	20	,	,	PUNCT
ajst-20807	75	21	and	and	CCONJ
ajst-20807	75	22	verified	verify	VERB
ajst-20807	75	23	the	the	DET
ajst-20807	75	24	diagnostic	diagnostic	ADJ
ajst-20807	75	25	performance	performance	NOUN
ajst-20807	75	26	of	of	ADP
ajst-20807	75	27	this	this	DET
ajst-20807	75	28	model	model	NOUN
ajst-20807	75	29	through	through	ADP
ajst-20807	75	30	comparative	comparative	ADJ
ajst-20807	75	31	analysis	analysis	NOUN
ajst-20807	76	1	[	[	X
ajst-20807	76	2	34	34	NUM
ajst-20807	76	3	]	]	PUNCT
ajst-20807	76	4	.	.	PUNCT
ajst-20807	77	1	ezzat	ezzat	AUX
ajst-20807	77	2	et	et	PROPN
ajst-20807	77	3	al	al	PROPN
ajst-20807	77	4	.	.	PROPN
ajst-20807	77	5	proposed	propose	VERB
ajst-20807	77	6	a	a	DET
ajst-20807	77	7	new	new	ADJ
ajst-20807	77	8	fault	fault	NOUN
ajst-20807	77	9	diagnosis	diagnosis	NOUN
ajst-20807	77	10	method	method	NOUN
ajst-20807	77	11	(	(	PUNCT
ajst-20807	77	12	bgoa	bgoa	NOUN
ajst-20807	77	13	-	-	PUNCT
ajst-20807	77	14	eanns	eann	NOUN
ajst-20807	77	15	)	)	PUNCT
ajst-20807	77	16	using	use	VERB
ajst-20807	77	17	deep	deep	ADJ
ajst-20807	77	18	learning	learning	NOUN
ajst-20807	77	19	technology	technology	NOUN
ajst-20807	78	1	[	[	X
ajst-20807	78	2	35	35	NUM
ajst-20807	78	3	]	]	PUNCT
ajst-20807	78	4	.	.	PUNCT
ajst-20807	79	1	taimoor	taimoor	PROPN
ajst-20807	79	2	et	et	PROPN
ajst-20807	79	3	al	al	PROPN
ajst-20807	79	4	.	.	PROPN
ajst-20807	79	5	proposed	propose	VERB
ajst-20807	79	6	a	a	DET
ajst-20807	79	7	higher	high	ADJ
ajst-20807	79	8	-	-	PUNCT
ajst-20807	79	9	precision	precision	NOUN
ajst-20807	79	10	aircraft	aircraft	NOUN
ajst-20807	79	11	sensor	sensor	NOUN
ajst-20807	79	12	fault	fault	NOUN
ajst-20807	79	13	model	model	NOUN
ajst-20807	79	14	based	base	VERB
ajst-20807	79	15	on	on	ADP
ajst-20807	79	16	radial	radial	ADJ
ajst-20807	79	17	basis	basis	NOUN
ajst-20807	79	18	function	function	NOUN
ajst-20807	79	19	neural	neural	ADJ
ajst-20807	79	20	network	network	NOUN
ajst-20807	79	21	(	(	PUNCT
ajst-20807	79	22	rbfnn	rbfnn	PROPN
ajst-20807	79	23	)	)	PUNCT
ajst-20807	79	24	and	and	CCONJ
ajst-20807	79	25	extended	extend	VERB
ajst-20807	79	26	kalman	kalman	NOUN
ajst-20807	79	27	filter	filter	PROPN
ajst-20807	79	28	(	(	PUNCT
ajst-20807	79	29	ekf	ekf	PROPN
ajst-20807	79	30	)	)	PUNCT
ajst-20807	79	31	algorithm	algorithm	NOUN
ajst-20807	80	1	[	[	X
ajst-20807	80	2	36	36	NUM
ajst-20807	80	3	]	]	PUNCT
ajst-20807	80	4	.	.	PUNCT
ajst-20807	81	1	coincidentally	coincidentally	ADV
ajst-20807	81	2	,	,	PUNCT
ajst-20807	81	3	abbaspour	abbaspour	VERB
ajst-20807	81	4	et	et	PROPN
ajst-20807	81	5	al	al	PROPN
ajst-20807	81	6	.	.	PROPN
ajst-20807	81	7	also	also	ADV
ajst-20807	81	8	used	use	VERB
ajst-20807	81	9	the	the	DET
ajst-20807	81	10	extended	extended	ADJ
ajst-20807	81	11	kalman	kalman	NOUN
ajst-20807	81	12	filter	filter	PROPN
ajst-20807	81	13	(	(	PUNCT
ajst-20807	81	14	ekf	ekf	PROPN
ajst-20807	81	15	)	)	PUNCT
ajst-20807	81	16	algorithm	algorithm	NOUN
ajst-20807	81	17	,	,	PUNCT
ajst-20807	81	18	which	which	PRON
ajst-20807	81	19	they	they	PRON
ajst-20807	81	20	used	use	VERB
ajst-20807	81	21	for	for	ADP
ajst-20807	81	22	weighted	weight	VERB
ajst-20807	81	23	parameter	parameter	NOUN
ajst-20807	81	24	update	update	NOUN
ajst-20807	81	25	of	of	ADP
ajst-20807	81	26	neural	neural	ADJ
ajst-20807	81	27	networks	network	NOUN
ajst-20807	81	28	[	[	X
ajst-20807	81	29	37	37	NUM
ajst-20807	81	30	]	]	PUNCT
ajst-20807	81	31	.	.	PUNCT
ajst-20807	82	1	4	4	X
ajst-20807	82	2	.	.	X
ajst-20807	82	3	summary	summary	NOUN
ajst-20807	82	4	this	this	DET
ajst-20807	82	5	article	article	NOUN
ajst-20807	82	6	conducts	conduct	VERB
ajst-20807	82	7	a	a	DET
ajst-20807	82	8	literature	literature	NOUN
ajst-20807	82	9	survey	survey	NOUN
ajst-20807	82	10	based	base	VERB
ajst-20807	82	11	on	on	ADP
ajst-20807	82	12	the	the	DET
ajst-20807	82	13	classification	classification	NOUN
ajst-20807	82	14	of	of	ADP
ajst-20807	82	15	aviation	aviation	NOUN
ajst-20807	82	16	logistics	logistic	NOUN
ajst-20807	82	17	equipment	equipment	NOUN
ajst-20807	82	18	quality	quality	NOUN
ajst-20807	82	19	monitoring	monitoring	NOUN
ajst-20807	82	20	methods	method	NOUN
ajst-20807	82	21	.	.	PUNCT
ajst-20807	83	1	with	with	ADP
ajst-20807	83	2	the	the	DET
ajst-20807	83	3	development	development	NOUN
ajst-20807	83	4	of	of	ADP
ajst-20807	83	5	the	the	DET
ajst-20807	83	6	concept	concept	NOUN
ajst-20807	83	7	of	of	ADP
ajst-20807	83	8	quality	quality	NOUN
ajst-20807	83	9	management	management	NOUN
ajst-20807	83	10	,	,	PUNCT
ajst-20807	83	11	aviation	aviation	NOUN
ajst-20807	83	12	logistics	logistic	NOUN
ajst-20807	83	13	equipment	equipment	NOUN
ajst-20807	83	14	fault	fault	NOUN
ajst-20807	83	15	diagnosis	diagnosis	NOUN
ajst-20807	83	16	methods	method	NOUN
ajst-20807	83	17	based	base	VERB
ajst-20807	83	18	on	on	ADP
ajst-20807	83	19	signal	signal	ADJ
ajst-20807	83	20	processing	processing	NOUN
ajst-20807	83	21	,	,	PUNCT
ajst-20807	83	22	feature	feature	NOUN
ajst-20807	83	23	extraction	extraction	NOUN
ajst-20807	83	24	,	,	PUNCT
ajst-20807	83	25	and	and	CCONJ
ajst-20807	83	26	machine	machine	NOUN
ajst-20807	83	27	learning	learning	NOUN
ajst-20807	83	28	have	have	AUX
ajst-20807	83	29	gradually	gradually	ADV
ajst-20807	83	30	emerged	emerge	VERB
ajst-20807	83	31	,	,	PUNCT
ajst-20807	83	32	and	and	CCONJ
ajst-20807	83	33	the	the	DET
ajst-20807	83	34	accuracy	accuracy	NOUN
ajst-20807	83	35	and	and	CCONJ
ajst-20807	83	36	applicability	applicability	NOUN
ajst-20807	83	37	of	of	ADP
ajst-20807	83	38	aviation	aviation	NOUN
ajst-20807	83	39	aircraft	aircraft	NOUN
ajst-20807	83	40	fault	fault	NOUN
ajst-20807	83	41	diagnosis	diagnosis	NOUN
ajst-20807	83	42	have	have	AUX
ajst-20807	83	43	also	also	ADV
ajst-20807	83	44	increased	increase	VERB
ajst-20807	83	45	.	.	PUNCT
ajst-20807	84	1	at	at	ADP
ajst-20807	84	2	the	the	DET
ajst-20807	84	3	same	same	ADJ
ajst-20807	84	4	time	time	NOUN
ajst-20807	84	5	,	,	PUNCT
ajst-20807	84	6	with	with	ADP
ajst-20807	84	7	the	the	DET
ajst-20807	84	8	165	165	NUM
ajst-20807	84	9	deepening	deepening	NOUN
ajst-20807	84	10	of	of	ADP
ajst-20807	84	11	research	research	NOUN
ajst-20807	84	12	on	on	ADP
ajst-20807	84	13	related	related	ADJ
ajst-20807	84	14	technologies	technology	NOUN
ajst-20807	84	15	,	,	PUNCT
ajst-20807	84	16	relevant	relevant	ADJ
ajst-20807	84	17	scholars	scholar	NOUN
ajst-20807	84	18	are	be	AUX
ajst-20807	84	19	gradually	gradually	ADV
ajst-20807	84	20	transitioning	transition	VERB
ajst-20807	84	21	to	to	ADP
ajst-20807	84	22	machine	machine	NOUN
ajst-20807	84	23	learning	learning	NOUN
ajst-20807	84	24	methods	method	NOUN
ajst-20807	84	25	for	for	ADP
ajst-20807	84	26	aircraft	aircraft	NOUN
ajst-20807	84	27	fault	fault	NOUN
ajst-20807	84	28	diagnosis	diagnosis	NOUN
ajst-20807	84	29	methods	method	NOUN
ajst-20807	84	30	at	at	ADP
ajst-20807	84	31	this	this	DET
ajst-20807	84	32	stage	stage	NOUN
ajst-20807	84	33	.	.	PUNCT
ajst-20807	85	1	fault	fault	VERB
ajst-20807	85	2	diagnosis	diagnosis	NOUN
ajst-20807	85	3	problems	problem	NOUN
ajst-20807	85	4	will	will	AUX
ajst-20807	85	5	be	be	AUX
ajst-20807	85	6	studied	study	VERB
ajst-20807	85	7	through	through	ADP
ajst-20807	85	8	improved	improve	VERB
ajst-20807	85	9	machine	machine	NOUN
ajst-20807	85	10	learning	learn	VERB
ajst-20807	85	11	algorithms	algorithm	NOUN
ajst-20807	85	12	or	or	CCONJ
ajst-20807	85	13	a	a	DET
ajst-20807	85	14	combination	combination	NOUN
ajst-20807	85	15	of	of	ADP
ajst-20807	85	16	multiple	multiple	ADJ
ajst-20807	85	17	machine	machine	NOUN
ajst-20807	85	18	learning	learning	NOUN
ajst-20807	85	19	methods	method	NOUN
ajst-20807	85	20	.	.	PUNCT
ajst-20807	86	1	references	reference	NOUN
ajst-20807	86	2	[	[	X
ajst-20807	86	3	1	1	NUM
ajst-20807	86	4	]	]	PUNCT
ajst-20807	86	5	yu	yu	PROPN
ajst-20807	86	6	z	z	PROPN
ajst-20807	86	7	,	,	PUNCT
ajst-20807	86	8	fu	fu	PROPN
ajst-20807	86	9	j	j	PROPN
ajst-20807	86	10	,	,	PUNCT
ajst-20807	86	11	liu	liu	PROPN
ajst-20807	86	12	l.	l.	PROPN
ajst-20807	86	13	probabilistic	probabilistic	PROPN
ajst-20807	86	14	neural	neural	ADJ
ajst-20807	86	15	network	network	NOUN
ajst-20807	86	16	fault	fault	NOUN
ajst-20807	86	17	diagnosis	diagnosis	NOUN
ajst-20807	86	18	model	model	NOUN
ajst-20807	86	19	based	base	VERB
ajst-20807	86	20	on	on	ADP
ajst-20807	86	21	fft	fft	PROPN
ajst-20807	86	22	[	[	X
ajst-20807	86	23	j	j	X
ajst-20807	86	24	]	]	X
ajst-20807	86	25	.	.	PUNCT
ajst-20807	87	1	journal	journal	PROPN
ajst-20807	87	2	of	of	ADP
ajst-20807	87	3	sichuan	sichuan	PROPN
ajst-20807	87	4	university	university	PROPN
ajst-20807	87	5	natural	natural	PROPN
ajst-20807	87	6	science	science	PROPN
ajst-20807	87	7	edition	edition	NOUN
ajst-20807	87	8	,	,	PUNCT
ajst-20807	87	9	2020	2020	NUM
ajst-20807	87	10	,	,	PUNCT
ajst-20807	87	11	57(5	57(5	NUM
ajst-20807	87	12	):	):	PUNCT
ajst-20807	87	13	909	909	NUM
ajst-20807	87	14	-	-	SYM
ajst-20807	87	15	14	14	NUM
ajst-20807	87	16	.	.	PUNCT
ajst-20807	88	1	[	[	X
ajst-20807	88	2	2	2	NUM
ajst-20807	88	3	]	]	X
ajst-20807	88	4	li	li	PROPN
ajst-20807	88	5	w	w	PROPN
ajst-20807	88	6	l	l	PROPN
ajst-20807	88	7	,	,	PUNCT
ajst-20807	88	8	he	he	PRON
ajst-20807	88	9	k	k	PROPN
ajst-20807	88	10	,	,	PUNCT
ajst-20807	88	11	liu	liu	PROPN
ajst-20807	88	12	w	w	PROPN
ajst-20807	88	13	j	j	PROPN
ajst-20807	88	14	,	,	PUNCT
ajst-20807	88	15	et	et	PROPN
ajst-20807	88	16	al	al	PROPN
ajst-20807	88	17	.	.	PUNCT
ajst-20807	89	1	a	a	DET
ajst-20807	89	2	fast	fast	ADJ
ajst-20807	89	3	arc	arc	NOUN
ajst-20807	89	4	fault	fault	NOUN
ajst-20807	89	5	detection	detection	NOUN
ajst-20807	89	6	method	method	NOUN
ajst-20807	89	7	for	for	ADP
ajst-20807	89	8	ac	ac	PROPN
ajst-20807	89	9	solid	solid	ADJ
ajst-20807	89	10	state	state	NOUN
ajst-20807	89	11	power	power	NOUN
ajst-20807	89	12	controllers	controller	NOUN
ajst-20807	89	13	in	in	ADP
ajst-20807	89	14	mea	mea	NOUN
ajst-20807	89	15	[	[	X
ajst-20807	89	16	j	j	X
ajst-20807	89	17	]	]	X
ajst-20807	89	18	.	.	PUNCT
ajst-20807	90	1	chin	chin	PROPN
ajst-20807	90	2	j	j	PROPN
ajst-20807	90	3	aeronaut	aeronaut	PROPN
ajst-20807	90	4	,	,	PUNCT
ajst-20807	90	5	2018	2018	NUM
ajst-20807	90	6	,	,	PUNCT
ajst-20807	90	7	31(5	31(5	NUM
ajst-20807	90	8	):	):	PUNCT
ajst-20807	90	9	1119	1119	NUM
ajst-20807	90	10	-	-	SYM
ajst-20807	90	11	29	29	NUM
ajst-20807	90	12	.	.	PUNCT
ajst-20807	91	1	[	[	X
ajst-20807	91	2	3	3	X
ajst-20807	91	3	]	]	X
ajst-20807	91	4	naderi	naderi	ADJ
ajst-20807	91	5	e	e	NOUN
ajst-20807	91	6	,	,	PUNCT
ajst-20807	91	7	khorasani	khorasani	PROPN
ajst-20807	91	8	k.	k.	PROPN
ajst-20807	91	9	data	data	PROPN
ajst-20807	91	10	-	-	PUNCT
ajst-20807	91	11	driven	drive	VERB
ajst-20807	91	12	fault	fault	NOUN
ajst-20807	91	13	detection	detection	NOUN
ajst-20807	91	14	,	,	PUNCT
ajst-20807	91	15	isolation	isolation	NOUN
ajst-20807	91	16	and	and	CCONJ
ajst-20807	91	17	estimation	estimation	NOUN
ajst-20807	91	18	of	of	ADP
ajst-20807	91	19	aircraft	aircraft	NOUN
ajst-20807	91	20	gas	gas	NOUN
ajst-20807	91	21	turbine	turbine	NOUN
ajst-20807	91	22	engine	engine	NOUN
ajst-20807	91	23	actuator	actuator	NOUN
ajst-20807	91	24	and	and	CCONJ
ajst-20807	91	25	sensors	sensor	NOUN
ajst-20807	92	1	[	[	X
ajst-20807	92	2	j	j	X
ajst-20807	92	3	]	]	X
ajst-20807	92	4	.	.	PUNCT
ajst-20807	93	1	mech	mech	PROPN
ajst-20807	93	2	syst	syst	PROPN
ajst-20807	93	3	signal	signal	PROPN
ajst-20807	93	4	proc	proc	PROPN
ajst-20807	93	5	,	,	PUNCT
ajst-20807	93	6	2018	2018	NUM
ajst-20807	93	7	,	,	PUNCT
ajst-20807	93	8	100	100	NUM
ajst-20807	93	9	:	:	SYM
ajst-20807	93	10	415	415	NUM
ajst-20807	93	11	-	-	SYM
ajst-20807	93	12	38	38	NUM
ajst-20807	93	13	.	.	PUNCT
ajst-20807	94	1	[	[	X
ajst-20807	94	2	4	4	X
ajst-20807	94	3	]	]	X
ajst-20807	94	4	shen	shen	NOUN
ajst-20807	94	5	k	k	PROPN
ajst-20807	94	6	n	n	PROPN
ajst-20807	94	7	,	,	PUNCT
ajst-20807	94	8	zhao	zhao	PROPN
ajst-20807	94	9	d	d	PROPN
ajst-20807	94	10	b.	b.	PROPN
ajst-20807	94	11	an	an	DET
ajst-20807	94	12	emd	emd	PROPN
ajst-20807	94	13	-	-	PUNCT
ajst-20807	94	14	lstm	lstm	ADJ
ajst-20807	94	15	deep	deep	ADJ
ajst-20807	94	16	learning	learning	NOUN
ajst-20807	94	17	method	method	NOUN
ajst-20807	94	18	for	for	ADP
ajst-20807	94	19	aircraft	aircraft	NOUN
ajst-20807	94	20	hydraulic	hydraulic	ADJ
ajst-20807	94	21	system	system	NOUN
ajst-20807	94	22	fault	fault	VERB
ajst-20807	94	23	diagnosis	diagnosis	NOUN
ajst-20807	94	24	under	under	ADP
ajst-20807	94	25	different	different	ADJ
ajst-20807	94	26	environmental	environmental	ADJ
ajst-20807	94	27	noises	noise	NOUN
ajst-20807	95	1	[	[	X
ajst-20807	95	2	j	j	X
ajst-20807	95	3	]	]	X
ajst-20807	95	4	.	.	PUNCT
ajst-20807	96	1	aerospace	aerospace	PROPN
ajst-20807	96	2	,	,	PUNCT
ajst-20807	96	3	2023	2023	NUM
ajst-20807	96	4	,	,	PUNCT
ajst-20807	96	5	10(1	10(1	NUM
ajst-20807	96	6	):	):	PUNCT
ajst-20807	96	7	26	26	NUM
ajst-20807	96	8	.	.	PUNCT
ajst-20807	97	1	[	[	X
ajst-20807	97	2	5	5	NUM
ajst-20807	97	3	]	]	PUNCT
ajst-20807	97	4	cui	cui	PROPN
ajst-20807	97	5	j	j	PROPN
ajst-20807	97	6	,	,	PUNCT
ajst-20807	97	7	zheng	zheng	PROPN
ajst-20807	97	8	w	w	PROPN
ajst-20807	97	9	,	,	PUNCT
ajst-20807	97	10	yu	yu	PROPN
ajst-20807	97	11	m	m	PROPN
ajst-20807	97	12	,	,	PUNCT
ajst-20807	97	13	et	et	PROPN
ajst-20807	97	14	al	al	PROPN
ajst-20807	97	15	.	.	PROPN
ajst-20807	97	16	research	research	NOUN
ajst-20807	97	17	on	on	ADP
ajst-20807	97	18	intelligence	intelligence	NOUN
ajst-20807	97	19	fault	fault	NOUN
ajst-20807	97	20	diagnosis	diagnosis	NOUN
ajst-20807	97	21	methods	method	NOUN
ajst-20807	97	22	of	of	ADP
ajst-20807	97	23	aeroengine	aeroengine	ADJ
ajst-20807	97	24	key	key	ADJ
ajst-20807	97	25	system	system	NOUN
ajst-20807	98	1	[	[	X
ajst-20807	98	2	j	j	X
ajst-20807	98	3	]	]	X
ajst-20807	98	4	.	.	PUNCT
ajst-20807	99	1	fire	fire	PROPN
ajst-20807	99	2	control	control	PROPN
ajst-20807	99	3	&	&	CCONJ
ajst-20807	99	4	command	command	PROPN
ajst-20807	99	5	control	control	PROPN
ajst-20807	99	6	,	,	PUNCT
ajst-20807	99	7	2016	2016	NUM
ajst-20807	99	8	,	,	PUNCT
ajst-20807	99	9	41(11	41(11	NUM
ajst-20807	99	10	):	):	PUNCT
ajst-20807	99	11	187	187	NUM
ajst-20807	99	12	-	-	SYM
ajst-20807	99	13	91	91	NUM
ajst-20807	99	14	.	.	PUNCT
ajst-20807	100	1	[	[	X
ajst-20807	100	2	6	6	NUM
ajst-20807	100	3	]	]	PUNCT
ajst-20807	100	4	tan	tan	PROPN
ajst-20807	100	5	y	y	PROPN
ajst-20807	100	6	,	,	PUNCT
ajst-20807	100	7	cheng	cheng	PROPN
ajst-20807	100	8	j	j	PROPN
ajst-20807	100	9	,	,	PUNCT
ajst-20807	100	10	liu	liu	PROPN
ajst-20807	100	11	s.	s.	PROPN
ajst-20807	100	12	liquid	liquid	PROPN
ajst-20807	100	13	solenoid	solenoid	NOUN
ajst-20807	100	14	valve	valve	NOUN
ajst-20807	100	15	fault	fault	NOUN
ajst-20807	100	16	diagnosis	diagnosis	NOUN
ajst-20807	100	17	based	base	VERB
ajst-20807	100	18	on	on	ADP
ajst-20807	100	19	emd	emd	PROPN
ajst-20807	100	20	and	and	CCONJ
ajst-20807	100	21	neighborhood	neighborhood	NOUN
ajst-20807	100	22	rough	rough	ADJ
ajst-20807	100	23	set	set	NOUN
ajst-20807	101	1	[	[	X
ajst-20807	101	2	j	j	X
ajst-20807	101	3	]	]	X
ajst-20807	101	4	.	.	PUNCT
ajst-20807	102	1	computer	computer	NOUN
ajst-20807	102	2	engineering	engineering	NOUN
ajst-20807	102	3	and	and	CCONJ
ajst-20807	102	4	application	application	NOUN
ajst-20807	102	5	,	,	PUNCT
ajst-20807	102	6	2017	2017	NUM
ajst-20807	102	7	,	,	PUNCT
ajst-20807	102	8	53(12	53(12	NUM
ajst-20807	102	9	):	):	PUNCT
ajst-20807	102	10	255	255	NUM
ajst-20807	102	11	.	.	PUNCT
ajst-20807	103	1	[	[	X
ajst-20807	103	2	7	7	X
ajst-20807	103	3	]	]	X
ajst-20807	103	4	jiao	jiao	NOUN
ajst-20807	103	5	x	x	PUNCT
ajst-20807	103	6	x	x	NOUN
ajst-20807	103	7	,	,	PUNCT
ajst-20807	103	8	jing	je	VERB
ajst-20807	103	9	b	b	PROPN
ajst-20807	103	10	,	,	PUNCT
ajst-20807	103	11	huang	huang	PROPN
ajst-20807	103	12	y	y	PROPN
ajst-20807	103	13	f	f	PROPN
ajst-20807	103	14	,	,	PUNCT
ajst-20807	103	15	et	et	PROPN
ajst-20807	103	16	al	al	PROPN
ajst-20807	103	17	.	.	PROPN
ajst-20807	103	18	research	research	NOUN
ajst-20807	103	19	on	on	ADP
ajst-20807	103	20	fault	fault	NOUN
ajst-20807	103	21	diagnosis	diagnosis	NOUN
ajst-20807	103	22	of	of	ADP
ajst-20807	103	23	airborne	airborne	ADJ
ajst-20807	103	24	fuel	fuel	NOUN
ajst-20807	103	25	pump	pump	NOUN
ajst-20807	103	26	based	base	VERB
ajst-20807	103	27	on	on	ADP
ajst-20807	103	28	emd	emd	PROPN
ajst-20807	103	29	and	and	CCONJ
ajst-20807	103	30	probabilistic	probabilistic	ADJ
ajst-20807	103	31	neural	neural	ADJ
ajst-20807	103	32	networks	network	NOUN
ajst-20807	104	1	[	[	X
ajst-20807	104	2	j	j	X
ajst-20807	104	3	]	]	X
ajst-20807	104	4	.	.	PUNCT
ajst-20807	105	1	microelectron	microelectron	PROPN
ajst-20807	105	2	reliab	reliab	PROPN
ajst-20807	105	3	,	,	PUNCT
ajst-20807	105	4	2017	2017	NUM
ajst-20807	105	5	,	,	PUNCT
ajst-20807	105	6	75	75	NUM
ajst-20807	105	7	:	:	PUNCT
ajst-20807	105	8	296	296	NUM
ajst-20807	105	9	-	-	SYM
ajst-20807	105	10	308	308	NUM
ajst-20807	105	11	.	.	PUNCT
ajst-20807	106	1	[	[	X
ajst-20807	106	2	8	8	NUM
ajst-20807	106	3	]	]	X
ajst-20807	106	4	han	han	PROPN
ajst-20807	106	5	t	t	PROPN
ajst-20807	106	6	,	,	PUNCT
ajst-20807	106	7	jiang	jiang	PROPN
ajst-20807	107	1	d	d	PROPN
ajst-20807	107	2	x	x	PROPN
ajst-20807	107	3	,	,	PUNCT
ajst-20807	107	4	wang	wang	PROPN
ajst-20807	107	5	n	n	PROPN
ajst-20807	107	6	f.	f.	PROPN
ajst-20807	107	7	the	the	DET
ajst-20807	107	8	fault	fault	NOUN
ajst-20807	107	9	feature	feature	NOUN
ajst-20807	107	10	extraction	extraction	NOUN
ajst-20807	107	11	of	of	ADP
ajst-20807	107	12	rolling	rolling	ADJ
ajst-20807	107	13	bearing	bearing	NOUN
ajst-20807	107	14	based	base	VERB
ajst-20807	107	15	on	on	ADP
ajst-20807	107	16	emd	emd	PROPN
ajst-20807	107	17	and	and	CCONJ
ajst-20807	107	18	difference	difference	NOUN
ajst-20807	107	19	spectrum	spectrum	NOUN
ajst-20807	107	20	of	of	ADP
ajst-20807	107	21	singular	singular	ADJ
ajst-20807	107	22	value	value	NOUN
ajst-20807	108	1	[	[	X
ajst-20807	108	2	j	j	X
ajst-20807	108	3	]	]	X
ajst-20807	108	4	.	.	PUNCT
ajst-20807	109	1	shock	shock	PROPN
ajst-20807	109	2	vib	vib	PROPN
ajst-20807	109	3	,	,	PUNCT
ajst-20807	109	4	2016	2016	NUM
ajst-20807	109	5	,	,	PUNCT
ajst-20807	109	6	2016	2016	NUM
ajst-20807	109	7	:	:	PUNCT
ajst-20807	109	8	14	14	NUM
ajst-20807	109	9	.	.	PUNCT
ajst-20807	110	1	[	[	X
ajst-20807	110	2	9	9	NUM
ajst-20807	110	3	]	]	SYM
ajst-20807	110	4	bagherzadeh	bagherzadeh	NOUN
ajst-20807	110	5	s	s	NOUN
ajst-20807	110	6	a	a	DET
ajst-20807	110	7	,	,	PUNCT
ajst-20807	110	8	asadi	asadi	PROPN
ajst-20807	110	9	d.	d.	PROPN
ajst-20807	110	10	detection	detection	NOUN
ajst-20807	110	11	of	of	ADP
ajst-20807	110	12	the	the	DET
ajst-20807	110	13	ice	ice	NOUN
ajst-20807	110	14	assertion	assertion	NOUN
ajst-20807	110	15	on	on	ADP
ajst-20807	110	16	aircraft	aircraft	NOUN
ajst-20807	110	17	using	use	VERB
ajst-20807	110	18	empirical	empirical	ADJ
ajst-20807	110	19	mode	mode	NOUN
ajst-20807	110	20	decomposition	decomposition	NOUN
ajst-20807	110	21	enhanced	enhance	VERB
ajst-20807	110	22	by	by	ADP
ajst-20807	110	23	multi	multi	ADJ
ajst-20807	110	24	-	-	ADJ
ajst-20807	110	25	objective	objective	ADJ
ajst-20807	110	26	optimization	optimization	NOUN
ajst-20807	111	1	[	[	X
ajst-20807	111	2	j	j	X
ajst-20807	111	3	]	]	X
ajst-20807	111	4	.	.	PUNCT
ajst-20807	112	1	mech	mech	PROPN
ajst-20807	112	2	syst	syst	PROPN
ajst-20807	112	3	signal	signal	PROPN
ajst-20807	112	4	proc	proc	PROPN
ajst-20807	112	5	,	,	PUNCT
ajst-20807	112	6	2017	2017	NUM
ajst-20807	112	7	,	,	PUNCT
ajst-20807	112	8	88	88	NUM
ajst-20807	112	9	:	:	SYM
ajst-20807	112	10	9	9	NUM
ajst-20807	112	11	-	-	SYM
ajst-20807	112	12	24	24	NUM
ajst-20807	112	13	.	.	PUNCT
ajst-20807	113	1	[	[	X
ajst-20807	113	2	10	10	NUM
ajst-20807	113	3	]	]	X
ajst-20807	113	4	li	li	PROPN
ajst-20807	113	5	z	z	PROPN
ajst-20807	113	6	,	,	PUNCT
ajst-20807	113	7	gao	gao	PROPN
ajst-20807	113	8	p	p	X
ajst-20807	113	9	,	,	PUNCT
ajst-20807	113	10	tong	tong	PROPN
ajst-20807	113	11	k	k	PROPN
ajst-20807	113	12	,	,	PUNCT
ajst-20807	113	13	et	et	PROPN
ajst-20807	113	14	al	al	PROPN
ajst-20807	113	15	.	.	PROPN
ajst-20807	113	16	research	research	NOUN
ajst-20807	113	17	of	of	ADP
ajst-20807	113	18	fault	fault	NOUN
ajst-20807	113	19	diagnosis	diagnosis	NOUN
ajst-20807	113	20	method	method	NOUN
ajst-20807	113	21	of	of	ADP
ajst-20807	113	22	hydraulic	hydraulic	ADJ
ajst-20807	113	23	pipeline	pipeline	NOUN
ajst-20807	113	24	cracks	crack	NOUN
ajst-20807	113	25	based	base	VERB
ajst-20807	113	26	on	on	ADP
ajst-20807	113	27	hht	hht	PROPN
ajst-20807	114	1	[	[	X
ajst-20807	114	2	j	j	X
ajst-20807	114	3	]	]	X
ajst-20807	114	4	.	.	PUNCT
ajst-20807	115	1	computer	computer	NOUN
ajst-20807	115	2	engineering	engineering	NOUN
ajst-20807	115	3	and	and	CCONJ
ajst-20807	115	4	application	application	NOUN
ajst-20807	115	5	,	,	PUNCT
ajst-20807	115	6	2016	2016	NUM
ajst-20807	115	7	,	,	PUNCT
ajst-20807	115	8	52(20	52(20	NUM
ajst-20807	115	9	):	):	PUNCT
ajst-20807	115	10	221	221	NUM
ajst-20807	115	11	-	-	SYM
ajst-20807	115	12	6	6	NUM
ajst-20807	115	13	.	.	PUNCT
ajst-20807	116	1	[	[	X
ajst-20807	116	2	11	11	NUM
ajst-20807	116	3	]	]	PUNCT
ajst-20807	116	4	zuo	zuo	PROPN
ajst-20807	116	5	h	h	PROPN
ajst-20807	116	6	,	,	PUNCT
ajst-20807	116	7	liu	liu	PROPN
ajst-20807	116	8	x	x	PROPN
ajst-20807	116	9	,	,	PUNCT
ajst-20807	116	10	hong	hong	PROPN
ajst-20807	116	11	l.	l.	PROPN
ajst-20807	116	12	compound	compound	PROPN
ajst-20807	116	13	fault	fault	NOUN
ajst-20807	116	14	diagnosis	diagnosis	NOUN
ajst-20807	116	15	based	base	VERB
ajst-20807	116	16	on	on	ADP
ajst-20807	116	17	two	two	NUM
ajst-20807	116	18	-	-	PUNCT
ajst-20807	116	19	stage	stage	NOUN
ajst-20807	116	20	adaptive	adaptive	ADJ
ajst-20807	116	21	wavecluster	wavecluster	NOUN
ajst-20807	116	22	[	[	X
ajst-20807	116	23	j	j	X
ajst-20807	116	24	]	]	X
ajst-20807	116	25	.	.	PUNCT
ajst-20807	117	1	computer	computer	NOUN
ajst-20807	117	2	integrated	integrate	VERB
ajst-20807	117	3	manufacturing	manufacturing	NOUN
ajst-20807	117	4	systems	system	NOUN
ajst-20807	117	5	,	,	PUNCT
ajst-20807	117	6	2017	2017	NUM
ajst-20807	117	7	,	,	PUNCT
ajst-20807	117	8	23(10	23(10	NUM
ajst-20807	117	9	):	):	PUNCT
ajst-20807	117	10	2180	2180	NUM
ajst-20807	117	11	-	-	SYM
ajst-20807	117	12	91	91	NUM
ajst-20807	117	13	.	.	PUNCT
ajst-20807	118	1	[	[	X
ajst-20807	118	2	12	12	NUM
ajst-20807	118	3	]	]	X
ajst-20807	118	4	wise	wise	PROPN
ajst-20807	118	5	b	b	PROPN
ajst-20807	118	6	m	m	PROPN
ajst-20807	118	7	,	,	PUNCT
ajst-20807	118	8	ricker	ricker	PROPN
ajst-20807	118	9	n	n	CCONJ
ajst-20807	118	10	,	,	PUNCT
ajst-20807	118	11	veltkamp	veltkamp	NOUN
ajst-20807	118	12	d	d	PROPN
ajst-20807	118	13	,	,	PUNCT
ajst-20807	118	14	et	et	PROPN
ajst-20807	118	15	al	al	PROPN
ajst-20807	118	16	.	.	PUNCT
ajst-20807	119	1	a	a	DET
ajst-20807	119	2	theoretical	theoretical	ADJ
ajst-20807	119	3	basis	basis	NOUN
ajst-20807	119	4	for	for	ADP
ajst-20807	119	5	the	the	DET
ajst-20807	119	6	use	use	NOUN
ajst-20807	119	7	of	of	ADP
ajst-20807	119	8	principal	principal	ADJ
ajst-20807	119	9	component	component	NOUN
ajst-20807	119	10	models	model	NOUN
ajst-20807	119	11	for	for	ADP
ajst-20807	119	12	monitoring	monitor	VERB
ajst-20807	119	13	multivariate	multivariate	NOUN
ajst-20807	119	14	processes	process	NOUN
ajst-20807	119	15	[	[	X
ajst-20807	119	16	j	j	X
ajst-20807	119	17	]	]	X
ajst-20807	119	18	.	.	PUNCT
ajst-20807	120	1	process	process	NOUN
ajst-20807	120	2	control	control	NOUN
ajst-20807	120	3	and	and	CCONJ
ajst-20807	120	4	quality	quality	NOUN
ajst-20807	120	5	,	,	PUNCT
ajst-20807	120	6	1990	1990	NUM
ajst-20807	120	7	,	,	PUNCT
ajst-20807	120	8	1(1	1(1	NUM
ajst-20807	120	9	):	):	PUNCT
ajst-20807	120	10	41	41	NUM
ajst-20807	120	11	-	-	SYM
ajst-20807	120	12	51	51	NUM
ajst-20807	120	13	.	.	PUNCT
ajst-20807	121	1	[	[	X
ajst-20807	121	2	13	13	NUM
ajst-20807	121	3	]	]	PUNCT
ajst-20807	121	4	yu	yu	PROPN
ajst-20807	121	5	m	m	PROPN
ajst-20807	121	6	,	,	PUNCT
ajst-20807	121	7	meng	meng	PROPN
ajst-20807	121	8	j	j	PROPN
ajst-20807	121	9	,	,	PUNCT
ajst-20807	121	10	zhu	zhu	PROPN
ajst-20807	121	11	r	r	NOUN
ajst-20807	121	12	s	s	PROPN
ajst-20807	121	13	,	,	PUNCT
ajst-20807	121	14	et	et	PROPN
ajst-20807	121	15	al	al	PROPN
ajst-20807	121	16	.	.	PUNCT
ajst-20807	121	17	sensor	sensor	NOUN
ajst-20807	121	18	fault	fault	NOUN
ajst-20807	121	19	diagnosis	diagnosis	NOUN
ajst-20807	121	20	for	for	ADP
ajst-20807	121	21	uncertain	uncertain	ADJ
ajst-20807	121	22	dissimilar	dissimilar	ADJ
ajst-20807	121	23	redundant	redundant	ADJ
ajst-20807	121	24	actuation	actuation	NOUN
ajst-20807	121	25	system	system	NOUN
ajst-20807	121	26	of	of	ADP
ajst-20807	121	27	more	more	ADJ
ajst-20807	121	28	electric	electric	ADJ
ajst-20807	121	29	aircraft	aircraft	NOUN
ajst-20807	121	30	via	via	ADP
ajst-20807	121	31	bond	bond	NOUN
ajst-20807	121	32	graph	graph	NOUN
ajst-20807	121	33	and	and	CCONJ
ajst-20807	121	34	improved	improve	VERB
ajst-20807	121	35	principal	principal	ADJ
ajst-20807	121	36	component	component	NOUN
ajst-20807	121	37	analysis	analysis	NOUN
ajst-20807	121	38	[	[	X
ajst-20807	121	39	j	j	X
ajst-20807	121	40	]	]	X
ajst-20807	121	41	.	.	PUNCT
ajst-20807	122	1	meas	meas	PROPN
ajst-20807	122	2	sci	sci	PROPN
ajst-20807	122	3	technol	technol	NOUN
ajst-20807	122	4	,	,	PUNCT
ajst-20807	122	5	2023	2023	NUM
ajst-20807	122	6	,	,	PUNCT
ajst-20807	122	7	34(1	34(1	NUM
ajst-20807	122	8	):	):	PUNCT
ajst-20807	122	9	15	15	NUM
ajst-20807	122	10	.	.	PUNCT
ajst-20807	123	1	[	[	X
ajst-20807	123	2	14	14	NUM
ajst-20807	123	3	]	]	X
ajst-20807	123	4	zhang	zhang	PROPN
ajst-20807	123	5	b	b	PROPN
ajst-20807	123	6	,	,	PUNCT
ajst-20807	123	7	dong	dong	PROPN
ajst-20807	123	8	e.	e.	PROPN
ajst-20807	123	9	research	research	PROPN
ajst-20807	123	10	on	on	ADP
ajst-20807	123	11	damage	damage	NOUN
ajst-20807	123	12	detection	detection	NOUN
ajst-20807	123	13	technique	technique	NOUN
ajst-20807	123	14	of	of	ADP
ajst-20807	123	15	composite	composite	ADJ
ajst-20807	123	16	material	material	NOUN
ajst-20807	123	17	based	base	VERB
ajst-20807	123	18	on	on	ADP
ajst-20807	123	19	pca	pca	PROPN
ajst-20807	123	20	-	-	PUNCT
ajst-20807	123	21	ga	ga	NOUN
ajst-20807	123	22	-	-	NOUN
ajst-20807	123	23	rspsvm	rspsvm	NOUN
ajst-20807	124	1	[	[	X
ajst-20807	124	2	j	j	X
ajst-20807	124	3	]	]	X
ajst-20807	124	4	.	.	PUNCT
ajst-20807	125	1	journal	journal	PROPN
ajst-20807	125	2	of	of	ADP
ajst-20807	125	3	electronic	electronic	ADJ
ajst-20807	125	4	measurement	measurement	NOUN
ajst-20807	125	5	and	and	CCONJ
ajst-20807	125	6	instrument	instrument	NOUN
ajst-20807	125	7	,	,	PUNCT
ajst-20807	125	8	2017	2017	NUM
ajst-20807	125	9	,	,	PUNCT
ajst-20807	125	10	31(9	31(9	NUM
ajst-20807	125	11	):	):	PUNCT
ajst-20807	125	12	1402	1402	NUM
ajst-20807	125	13	-	-	SYM
ajst-20807	125	14	7	7	NUM
ajst-20807	125	15	.	.	PUNCT
ajst-20807	126	1	[	[	X
ajst-20807	126	2	15	15	NUM
ajst-20807	126	3	]	]	X
ajst-20807	126	4	zhang	zhang	PROPN
ajst-20807	126	5	h	h	PROPN
ajst-20807	126	6	,	,	PUNCT
ajst-20807	126	7	chen	chen	PROPN
ajst-20807	126	8	x	x	PROPN
ajst-20807	126	9	f	f	X
ajst-20807	126	10	,	,	PUNCT
ajst-20807	126	11	du	du	PROPN
ajst-20807	126	12	z	z	PROPN
ajst-20807	126	13	h	h	PROPN
ajst-20807	126	14	,	,	PUNCT
ajst-20807	126	15	et	et	PROPN
ajst-20807	126	16	al	al	PROPN
ajst-20807	126	17	.	.	PUNCT
ajst-20807	126	18	nonlocal	nonlocal	ADJ
ajst-20807	126	19	sparse	sparse	ADJ
ajst-20807	126	20	model	model	NOUN
ajst-20807	126	21	with	with	ADP
ajst-20807	126	22	adaptive	adaptive	ADJ
ajst-20807	126	23	structural	structural	ADJ
ajst-20807	126	24	clustering	clustering	NOUN
ajst-20807	126	25	for	for	ADP
ajst-20807	126	26	feature	feature	NOUN
ajst-20807	126	27	extraction	extraction	NOUN
ajst-20807	126	28	of	of	ADP
ajst-20807	126	29	aero	aero	ADJ
ajst-20807	126	30	-	-	PUNCT
ajst-20807	126	31	engine	engine	NOUN
ajst-20807	126	32	bearings	bearing	NOUN
ajst-20807	126	33	[	[	X
ajst-20807	126	34	j	j	X
ajst-20807	126	35	]	]	X
ajst-20807	126	36	.	.	PUNCT
ajst-20807	127	1	j	j	PROPN
ajst-20807	127	2	sound	sound	PROPN
ajst-20807	127	3	vibr	vibr	PROPN
ajst-20807	127	4	,	,	PUNCT
ajst-20807	127	5	2016	2016	NUM
ajst-20807	127	6	,	,	PUNCT
ajst-20807	127	7	368	368	NUM
ajst-20807	127	8	:	:	PUNCT
ajst-20807	127	9	223	223	NUM
ajst-20807	127	10	-	-	SYM
ajst-20807	127	11	48	48	NUM
ajst-20807	127	12	.	.	PUNCT
ajst-20807	128	1	[	[	X
ajst-20807	128	2	16	16	NUM
ajst-20807	128	3	]	]	X
ajst-20807	128	4	sun	sun	PROPN
ajst-20807	128	5	h	h	PROPN
ajst-20807	128	6	,	,	PUNCT
ajst-20807	128	7	guo	guo	PROPN
ajst-20807	128	8	y	y	PROPN
ajst-20807	128	9	q	q	PROPN
ajst-20807	128	10	,	,	PUNCT
ajst-20807	128	11	zhao	zhao	PROPN
ajst-20807	128	12	w	w	PROPN
ajst-20807	128	13	l.	l.	PROPN
ajst-20807	128	14	fault	fault	PROPN
ajst-20807	128	15	detection	detection	NOUN
ajst-20807	128	16	for	for	ADP
ajst-20807	128	17	aircraft	aircraft	NOUN
ajst-20807	128	18	turbofan	turbofan	NOUN
ajst-20807	128	19	engine	engine	NOUN
ajst-20807	128	20	using	use	VERB
ajst-20807	128	21	a	a	DET
ajst-20807	128	22	modified	modify	VERB
ajst-20807	128	23	moving	move	VERB
ajst-20807	128	24	window	window	NOUN
ajst-20807	128	25	kpca	kpca	NOUN
ajst-20807	129	1	[	[	X
ajst-20807	129	2	j	j	X
ajst-20807	129	3	]	]	X
ajst-20807	129	4	.	.	PUNCT
ajst-20807	130	1	ieee	ieee	NOUN
ajst-20807	130	2	access	access	NOUN
ajst-20807	130	3	,	,	PUNCT
ajst-20807	130	4	2020	2020	NUM
ajst-20807	130	5	,	,	PUNCT
ajst-20807	130	6	8	8	NUM
ajst-20807	130	7	:	:	SYM
ajst-20807	130	8	166541	166541	NUM
ajst-20807	130	9	-	-	SYM
ajst-20807	130	10	52	52	NUM
ajst-20807	130	11	.	.	PUNCT
ajst-20807	131	1	[	[	X
ajst-20807	131	2	17	17	NUM
ajst-20807	131	3	]	]	X
ajst-20807	131	4	chen	chen	PROPN
ajst-20807	131	5	j	j	PROPN
ajst-20807	131	6	s	s	PROPN
ajst-20807	131	7	,	,	PUNCT
ajst-20807	131	8	zhang	zhang	PROPN
ajst-20807	131	9	x	x	SYM
ajst-20807	131	10	y	y	PROPN
ajst-20807	131	11	,	,	PUNCT
ajst-20807	131	12	gao	gao	PROPN
ajst-20807	131	13	y.	y.	PROPN
ajst-20807	131	14	fault	fault	VERB
ajst-20807	131	15	detection	detection	NOUN
ajst-20807	131	16	for	for	ADP
ajst-20807	131	17	turbine	turbine	NOUN
ajst-20807	131	18	engine	engine	NOUN
ajst-20807	131	19	disk	disk	NOUN
ajst-20807	131	20	based	base	VERB
ajst-20807	131	21	on	on	ADP
ajst-20807	131	22	an	an	DET
ajst-20807	131	23	adaptive	adaptive	ADJ
ajst-20807	131	24	kernel	kernel	NOUN
ajst-20807	131	25	principal	principal	NOUN
ajst-20807	131	26	component	component	NOUN
ajst-20807	131	27	analysis	analysis	NOUN
ajst-20807	131	28	algorithm	algorithm	NOUN
ajst-20807	131	29	[	[	X
ajst-20807	131	30	j	j	X
ajst-20807	131	31	]	]	X
ajst-20807	131	32	.	.	PUNCT
ajst-20807	132	1	proc	proc	PROPN
ajst-20807	132	2	inst	inst	PROPN
ajst-20807	132	3	mech	mech	NOUN
ajst-20807	132	4	eng	eng	PROPN
ajst-20807	132	5	part	part	NOUN
ajst-20807	132	6	i	i	PROPN
ajst-20807	132	7	-	-	PROPN
ajst-20807	132	8	j	j	PROPN
ajst-20807	132	9	syst	syst	PROPN
ajst-20807	132	10	control	control	PROPN
ajst-20807	132	11	eng	eng	PROPN
ajst-20807	132	12	,	,	PUNCT
ajst-20807	132	13	2016	2016	NUM
ajst-20807	132	14	,	,	PUNCT
ajst-20807	132	15	230(7	230(7	NUM
ajst-20807	132	16	):	):	PUNCT
ajst-20807	132	17	651	651	NUM
ajst-20807	132	18	-	-	SYM
ajst-20807	132	19	60	60	NUM
ajst-20807	132	20	.	.	PUNCT
ajst-20807	133	1	[	[	X
ajst-20807	133	2	18	18	NUM
ajst-20807	133	3	]	]	PUNCT
ajst-20807	133	4	rabcan	rabcan	PROPN
ajst-20807	133	5	j	j	PROPN
ajst-20807	133	6	,	,	PUNCT
ajst-20807	133	7	levashenko	levashenko	NOUN
ajst-20807	133	8	v	v	PROPN
ajst-20807	133	9	,	,	PUNCT
ajst-20807	133	10	zaitseva	zaitseva	PROPN
ajst-20807	133	11	e	e	PROPN
ajst-20807	133	12	,	,	PUNCT
ajst-20807	133	13	et	et	PROPN
ajst-20807	133	14	al	al	PROPN
ajst-20807	133	15	.	.	PROPN
ajst-20807	133	16	nondestructive	nondestructive	ADJ
ajst-20807	133	17	diagnostic	diagnostic	NOUN
ajst-20807	133	18	of	of	ADP
ajst-20807	133	19	aircraft	aircraft	NOUN
ajst-20807	133	20	engine	engine	NOUN
ajst-20807	133	21	blades	blade	NOUN
ajst-20807	133	22	by	by	ADP
ajst-20807	133	23	fuzzy	fuzzy	ADJ
ajst-20807	133	24	decision	decision	NOUN
ajst-20807	133	25	tree	tree	NOUN
ajst-20807	134	1	[	[	X
ajst-20807	134	2	j	j	X
ajst-20807	134	3	]	]	X
ajst-20807	134	4	.	.	PUNCT
ajst-20807	135	1	eng	eng	PROPN
ajst-20807	135	2	struct	struct	NOUN
ajst-20807	135	3	,	,	PUNCT
ajst-20807	135	4	2019	2019	NUM
ajst-20807	135	5	,	,	PUNCT
ajst-20807	135	6	197	197	NUM
ajst-20807	135	7	:	:	SYM
ajst-20807	135	8	10	10	NUM
ajst-20807	135	9	.	.	PUNCT
ajst-20807	136	1	[	[	X
ajst-20807	136	2	19	19	NUM
ajst-20807	136	3	]	]	X
ajst-20807	136	4	wang	wang	PROPN
ajst-20807	136	5	y	y	PROPN
ajst-20807	136	6	z	z	PROPN
ajst-20807	136	7	,	,	PUNCT
ajst-20807	136	8	gao	gao	PROPN
ajst-20807	136	9	b	b	PROPN
ajst-20807	136	10	,	,	PUNCT
ajst-20807	136	11	woo	woo	INTJ
ajst-20807	136	12	w	w	PROPN
ajst-20807	136	13	l	l	NOUN
ajst-20807	136	14	,	,	PUNCT
ajst-20807	136	15	et	et	PROPN
ajst-20807	136	16	al	al	PROPN
ajst-20807	136	17	.	.	PUNCT
ajst-20807	136	18	thermal	thermal	ADJ
ajst-20807	136	19	pattern	pattern	NOUN
ajst-20807	136	20	contrast	contrast	VERB
ajst-20807	136	21	diagnostic	diagnostic	ADJ
ajst-20807	136	22	of	of	ADP
ajst-20807	136	23	microcracks	microcrack	NOUN
ajst-20807	136	24	with	with	ADP
ajst-20807	136	25	induction	induction	NOUN
ajst-20807	136	26	thermography	thermography	NOUN
ajst-20807	136	27	for	for	ADP
ajst-20807	136	28	aircraft	aircraft	NOUN
ajst-20807	136	29	braking	brake	VERB
ajst-20807	136	30	components	component	NOUN
ajst-20807	137	1	[	[	X
ajst-20807	137	2	j	j	X
ajst-20807	137	3	]	]	X
ajst-20807	137	4	.	.	PUNCT
ajst-20807	138	1	ieee	ieee	PROPN
ajst-20807	138	2	trans	trans	PROPN
ajst-20807	138	3	ind	ind	PROPN
ajst-20807	138	4	inform	inform	NOUN
ajst-20807	138	5	,	,	PUNCT
ajst-20807	138	6	2018	2018	NUM
ajst-20807	138	7	,	,	PUNCT
ajst-20807	138	8	14(12	14(12	NUM
ajst-20807	138	9	):	):	PUNCT
ajst-20807	138	10	5563	5563	NUM
ajst-20807	138	11	-	-	SYM
ajst-20807	138	12	74	74	NUM
ajst-20807	138	13	.	.	PUNCT
ajst-20807	139	1	[	[	X
ajst-20807	139	2	20	20	NUM
ajst-20807	139	3	]	]	X
ajst-20807	139	4	ji	ji	PROPN
ajst-20807	139	5	s	s	PROPN
ajst-20807	139	6	x	x	PROPN
ajst-20807	139	7	,	,	PUNCT
ajst-20807	139	8	han	han	PROPN
ajst-20807	139	9	x	x	PROPN
ajst-20807	139	10	h	h	NOUN
ajst-20807	139	11	,	,	PUNCT
ajst-20807	139	12	hou	hou	PROPN
ajst-20807	139	13	y	y	PROPN
ajst-20807	139	14	c	c	PROPN
ajst-20807	139	15	,	,	PUNCT
ajst-20807	139	16	et	et	PROPN
ajst-20807	139	17	al	al	PROPN
ajst-20807	139	18	.	.	PUNCT
ajst-20807	140	1	remaining	remain	VERB
ajst-20807	140	2	useful	useful	ADJ
ajst-20807	140	3	life	life	NOUN
ajst-20807	140	4	prediction	prediction	NOUN
ajst-20807	140	5	of	of	ADP
ajst-20807	140	6	airplane	airplane	NOUN
ajst-20807	140	7	engine	engine	NOUN
ajst-20807	140	8	based	base	VERB
ajst-20807	140	9	on	on	ADP
ajst-20807	140	10	pca	pca	PROPN
ajst-20807	140	11	-	-	PUNCT
ajst-20807	140	12	blstm	blstm	NOUN
ajst-20807	141	1	[	[	X
ajst-20807	141	2	j	j	X
ajst-20807	141	3	]	]	X
ajst-20807	141	4	.	.	PUNCT
ajst-20807	142	1	sensors	sensor	NOUN
ajst-20807	142	2	,	,	PUNCT
ajst-20807	142	3	2020	2020	NUM
ajst-20807	142	4	,	,	PUNCT
ajst-20807	142	5	20(16	20(16	NUM
ajst-20807	142	6	):	):	PUNCT
ajst-20807	142	7	13	13	NUM
ajst-20807	142	8	.	.	PUNCT
ajst-20807	143	1	[	[	X
ajst-20807	143	2	21	21	NUM
ajst-20807	143	3	]	]	X
ajst-20807	143	4	zhang	zhang	PROPN
ajst-20807	143	5	j	j	PROPN
ajst-20807	143	6	,	,	PUNCT
ajst-20807	143	7	li	li	PROPN
ajst-20807	143	8	y	y	PROPN
ajst-20807	143	9	,	,	PUNCT
ajst-20807	143	10	cao	cao	PROPN
ajst-20807	143	11	y	y	PROPN
ajst-20807	143	12	,	,	PUNCT
ajst-20807	143	13	et	et	PROPN
ajst-20807	143	14	al	al	PROPN
ajst-20807	143	15	.	.	PROPN
ajst-20807	143	16	immune	immune	ADJ
ajst-20807	143	17	svm	svm	PROPN
ajst-20807	143	18	used	use	VERB
ajst-20807	143	19	in	in	ADP
ajst-20807	143	20	wear	wear	NOUN
ajst-20807	143	21	fault	fault	NOUN
ajst-20807	143	22	diagnosis	diagnosis	NOUN
ajst-20807	143	23	of	of	ADP
ajst-20807	143	24	aircraft	aircraft	NOUN
ajst-20807	143	25	engine	engine	NOUN
ajst-20807	143	26	[	[	X
ajst-20807	143	27	j	j	X
ajst-20807	143	28	]	]	X
ajst-20807	143	29	.	.	PUNCT
ajst-20807	144	1	journal	journal	PROPN
ajst-20807	144	2	of	of	ADP
ajst-20807	144	3	beijing	beijing	PROPN
ajst-20807	144	4	university	university	PROPN
ajst-20807	144	5	of	of	ADP
ajst-20807	144	6	aeronautics	aeronautic	NOUN
ajst-20807	144	7	and	and	CCONJ
ajst-20807	144	8	astronautics	astronautic	NOUN
ajst-20807	144	9	,	,	PUNCT
ajst-20807	144	10	2017	2017	NUM
ajst-20807	144	11	,	,	PUNCT
ajst-20807	144	12	43(7	43(7	NUM
ajst-20807	144	13	):	):	PUNCT
ajst-20807	144	14	141925	141925	NUM
ajst-20807	144	15	.	.	PUNCT
ajst-20807	145	1	[	[	X
ajst-20807	145	2	22	22	NUM
ajst-20807	145	3	]	]	X
ajst-20807	145	4	wang	wang	PROPN
ajst-20807	145	5	b	b	PROPN
ajst-20807	145	6	,	,	PUNCT
ajst-20807	145	7	ke	ke	PROPN
ajst-20807	145	8	h	h	PROPN
ajst-20807	145	9	w	w	PROPN
ajst-20807	145	10	,	,	PUNCT
ajst-20807	145	11	ma	ma	PROPN
ajst-20807	145	12	x	x	PROPN
ajst-20807	145	13	d	d	PROPN
ajst-20807	145	14	,	,	PUNCT
ajst-20807	145	15	et	et	PROPN
ajst-20807	145	16	al	al	PROPN
ajst-20807	145	17	.	.	PUNCT
ajst-20807	146	1	fault	fault	VERB
ajst-20807	146	2	diagnosis	diagnosis	NOUN
ajst-20807	146	3	method	method	NOUN
ajst-20807	146	4	for	for	ADP
ajst-20807	146	5	engine	engine	NOUN
ajst-20807	146	6	control	control	NOUN
ajst-20807	146	7	system	system	NOUN
ajst-20807	146	8	based	base	VERB
ajst-20807	146	9	on	on	ADP
ajst-20807	146	10	probabilistic	probabilistic	ADJ
ajst-20807	146	11	neural	neural	ADJ
ajst-20807	146	12	network	network	NOUN
ajst-20807	146	13	and	and	CCONJ
ajst-20807	146	14	support	support	NOUN
ajst-20807	146	15	vector	vector	NOUN
ajst-20807	146	16	machine	machine	NOUN
ajst-20807	147	1	[	[	X
ajst-20807	147	2	j	j	X
ajst-20807	147	3	]	]	X
ajst-20807	147	4	.	.	PUNCT
ajst-20807	148	1	appl	appl	PROPN
ajst-20807	148	2	sci	sci	PROPN
ajst-20807	148	3	-	-	PUNCT
ajst-20807	148	4	basel	basel	PROPN
ajst-20807	148	5	,	,	PUNCT
ajst-20807	148	6	2019	2019	NUM
ajst-20807	148	7	,	,	PUNCT
ajst-20807	148	8	9(19	9(19	NUM
ajst-20807	148	9	):	):	PUNCT
ajst-20807	148	10	18	18	NUM
ajst-20807	148	11	.	.	PUNCT
ajst-20807	149	1	[	[	X
ajst-20807	149	2	23	23	NUM
ajst-20807	149	3	]	]	PUNCT
ajst-20807	149	4	grehan	grehan	PROPN
ajst-20807	149	5	j	j	PROPN
ajst-20807	149	6	,	,	PUNCT
ajst-20807	149	7	ignatyev	ignatyev	PROPN
ajst-20807	149	8	d	d	PROPN
ajst-20807	149	9	,	,	PUNCT
ajst-20807	149	10	zolotas	zolotas	NOUN
ajst-20807	149	11	a.	a.	NOUN
ajst-20807	149	12	fault	fault	NOUN
ajst-20807	149	13	detection	detection	NOUN
ajst-20807	149	14	in	in	ADP
ajst-20807	149	15	aircraft	aircraft	NOUN
ajst-20807	149	16	flight	flight	NOUN
ajst-20807	149	17	control	control	NOUN
ajst-20807	149	18	actuators	actuator	NOUN
ajst-20807	149	19	using	use	VERB
ajst-20807	149	20	support	support	NOUN
ajst-20807	149	21	vector	vector	NOUN
ajst-20807	149	22	machines	machine	NOUN
ajst-20807	150	1	[	[	X
ajst-20807	150	2	j	j	X
ajst-20807	150	3	]	]	X
ajst-20807	150	4	.	.	PUNCT
ajst-20807	151	1	machines	machine	NOUN
ajst-20807	151	2	,	,	PUNCT
ajst-20807	151	3	2023	2023	NUM
ajst-20807	151	4	,	,	PUNCT
ajst-20807	151	5	11(2	11(2	NUM
ajst-20807	151	6	):	):	PUNCT
ajst-20807	151	7	24	24	NUM
ajst-20807	151	8	.	.	PUNCT
ajst-20807	152	1	[	[	X
ajst-20807	152	2	24	24	NUM
ajst-20807	152	3	]	]	X
ajst-20807	152	4	qin	qin	PROPN
ajst-20807	152	5	w	w	PROPN
ajst-20807	152	6	l	l	PROPN
ajst-20807	152	7	,	,	PUNCT
ajst-20807	152	8	zhang	zhang	PROPN
ajst-20807	152	9	w	w	PROPN
ajst-20807	152	10	j	j	PROPN
ajst-20807	152	11	,	,	PUNCT
ajst-20807	152	12	lu	lu	PROPN
ajst-20807	152	13	c.	c.	PROPN
ajst-20807	152	14	a	a	DET
ajst-20807	152	15	method	method	NOUN
ajst-20807	152	16	for	for	ADP
ajst-20807	152	17	aileron	aileron	NOUN
ajst-20807	152	18	actuator	actuator	NOUN
ajst-20807	152	19	fault	fault	NOUN
ajst-20807	152	20	diagnosis	diagnosis	NOUN
ajst-20807	152	21	based	base	VERB
ajst-20807	152	22	on	on	ADP
ajst-20807	152	23	pca	pca	NOUN
ajst-20807	152	24	and	and	CCONJ
ajst-20807	152	25	pgc	pgc	ADJ
ajst-20807	152	26	-	-	PUNCT
ajst-20807	152	27	svm	svm	PROPN
ajst-20807	152	28	[	[	X
ajst-20807	152	29	j	j	X
ajst-20807	152	30	]	]	X
ajst-20807	152	31	.	.	PUNCT
ajst-20807	153	1	shock	shock	PROPN
ajst-20807	153	2	vib	vib	PROPN
ajst-20807	153	3	,	,	PUNCT
ajst-20807	153	4	2016	2016	NUM
ajst-20807	153	5	,	,	PUNCT
ajst-20807	153	6	2016	2016	NUM
ajst-20807	153	7	:	:	PUNCT
ajst-20807	153	8	12	12	NUM
ajst-20807	153	9	.	.	PUNCT
ajst-20807	154	1	[	[	X
ajst-20807	154	2	25	25	NUM
ajst-20807	154	3	]	]	PUNCT
ajst-20807	154	4	wang	wang	PROPN
ajst-20807	154	5	b	b	PROPN
ajst-20807	154	6	j	j	PROPN
ajst-20807	154	7	,	,	PUNCT
ajst-20807	154	8	zhang	zhang	PROPN
ajst-20807	154	9	x	x	PROPN
ajst-20807	154	10	l	l	PROPN
ajst-20807	154	11	,	,	PUNCT
ajst-20807	154	12	sun	sun	PROPN
ajst-20807	154	13	c	c	AUX
ajst-20807	154	14	,	,	PUNCT
ajst-20807	154	15	et	et	PROPN
ajst-20807	154	16	al	al	PROPN
ajst-20807	154	17	.	.	PUNCT
ajst-20807	155	1	a	a	DET
ajst-20807	155	2	quantitative	quantitative	ADJ
ajst-20807	155	3	intelligent	intelligent	ADJ
ajst-20807	155	4	diagnosis	diagnosis	NOUN
ajst-20807	155	5	method	method	NOUN
ajst-20807	155	6	for	for	ADP
ajst-20807	155	7	early	early	ADJ
ajst-20807	155	8	weak	weak	ADJ
ajst-20807	155	9	faults	fault	NOUN
ajst-20807	155	10	of	of	ADP
ajst-20807	155	11	aviation	aviation	NOUN
ajst-20807	155	12	high	high	ADJ
ajst-20807	155	13	-	-	PUNCT
ajst-20807	155	14	speed	speed	NOUN
ajst-20807	155	15	bearings	bearing	NOUN
ajst-20807	155	16	[	[	X
ajst-20807	155	17	j	j	X
ajst-20807	155	18	]	]	X
ajst-20807	155	19	.	.	PUNCT
ajst-20807	156	1	isa	isa	PROPN
ajst-20807	156	2	trans	trans	PROPN
ajst-20807	156	3	,	,	PUNCT
ajst-20807	156	4	2019	2019	NUM
ajst-20807	156	5	,	,	PUNCT
ajst-20807	156	6	93	93	NUM
ajst-20807	156	7	:	:	SYM
ajst-20807	156	8	37083	37083	NUM
ajst-20807	156	9	.	.	PUNCT
ajst-20807	157	1	[	[	X
ajst-20807	157	2	26	26	NUM
ajst-20807	157	3	]	]	X
ajst-20807	157	4	zhu	zhu	PROPN
ajst-20807	157	5	y	y	PROPN
ajst-20807	157	6	,	,	PUNCT
ajst-20807	157	7	du	du	PROPN
ajst-20807	157	8	c	c	X
ajst-20807	157	9	,	,	PUNCT
ajst-20807	157	10	liu	liu	PROPN
ajst-20807	157	11	z	z	PROPN
ajst-20807	157	12	,	,	PUNCT
ajst-20807	157	13	et	et	PROPN
ajst-20807	157	14	al	al	PROPN
ajst-20807	157	15	.	.	PUNCT
ajst-20807	158	1	a	a	DET
ajst-20807	158	2	turboshaft	turboshaft	NOUN
ajst-20807	158	3	aeroengine	aeroengine	ADJ
ajst-20807	158	4	fault	fault	PROPN
ajst-20807	158	5	detection	detection	NOUN
ajst-20807	158	6	method	method	NOUN
ajst-20807	158	7	based	base	VERB
ajst-20807	158	8	on	on	ADP
ajst-20807	158	9	one	one	NUM
ajst-20807	158	10	-	-	PUNCT
ajst-20807	158	11	class	class	NOUN
ajst-20807	158	12	support	support	NOUN
ajst-20807	158	13	vector	vector	NOUN
ajst-20807	158	14	machine	machine	NOUN
ajst-20807	158	15	and	and	CCONJ
ajst-20807	158	16	transfer	transfer	NOUN
ajst-20807	158	17	learning	learn	VERB
ajst-20807	159	1	[	[	X
ajst-20807	159	2	j	j	X
ajst-20807	159	3	]	]	X
ajst-20807	159	4	.	.	PUNCT
ajst-20807	160	1	journal	journal	PROPN
ajst-20807	160	2	of	of	ADP
ajst-20807	160	3	aerospace	aerospace	PROPN
ajst-20807	160	4	engineering	engineering	NOUN
ajst-20807	160	5	,	,	PUNCT
ajst-20807	160	6	2022	2022	NUM
ajst-20807	160	7	,	,	PUNCT
ajst-20807	160	8	35(6	35(6	NUM
ajst-20807	160	9	):	):	PUNCT
ajst-20807	160	10	04022085	04022085	NUM
ajst-20807	160	11	.	.	PUNCT
ajst-20807	161	1	[	[	X
ajst-20807	161	2	27	27	NUM
ajst-20807	161	3	]	]	X
ajst-20807	161	4	du	du	PROPN
ajst-20807	161	5	y	y	PROPN
ajst-20807	161	6	,	,	PUNCT
ajst-20807	161	7	xiao	xiao	PROPN
ajst-20807	161	8	l	l	PROPN
ajst-20807	161	9	,	,	PUNCT
ajst-20807	161	10	chen	chen	PROPN
ajst-20807	161	11	y	y	PROPN
ajst-20807	161	12	,	,	PUNCT
ajst-20807	161	13	et	et	PROPN
ajst-20807	161	14	al	al	PROPN
ajst-20807	161	15	.	.	PUNCT
ajst-20807	161	16	aircraft	aircraft	NOUN
ajst-20807	161	17	engine	engine	NOUN
ajst-20807	161	18	gas	gas	NOUN
ajst-20807	161	19	path	path	NOUN
ajst-20807	161	20	fault	fault	NOUN
ajst-20807	161	21	diagnosis	diagnosis	NOUN
ajst-20807	161	22	based	base	VERB
ajst-20807	161	23	on	on	ADP
ajst-20807	161	24	hybrid	hybrid	ADJ
ajst-20807	161	25	pso	pso	NOUN
ajst-20807	161	26	-	-	PUNCT
ajst-20807	161	27	twsvm	twsvm	NOUN
ajst-20807	161	28	[	[	X
ajst-20807	161	29	j	j	X
ajst-20807	161	30	]	]	X
ajst-20807	161	31	.	.	PUNCT
ajst-20807	162	1	transactions	transaction	NOUN
ajst-20807	162	2	of	of	ADP
ajst-20807	162	3	nanjing	nanjing	PROPN
ajst-20807	162	4	university	university	PROPN
ajst-20807	162	5	of	of	ADP
ajst-20807	162	6	aeronautics	aeronautics	PROPN
ajst-20807	162	7	and	and	CCONJ
ajst-20807	162	8	astronautics	astronautic	NOUN
ajst-20807	162	9	,	,	PUNCT
ajst-20807	162	10	2018	2018	NUM
ajst-20807	162	11	,	,	PUNCT
ajst-20807	162	12	35(2	35(2	NUM
ajst-20807	162	13	):	):	PUNCT
ajst-20807	162	14	334	334	NUM
ajst-20807	162	15	-	-	SYM
ajst-20807	162	16	42	42	NUM
ajst-20807	162	17	.	.	PUNCT
ajst-20807	163	1	[	[	X
ajst-20807	163	2	28	28	NUM
ajst-20807	163	3	]	]	X
ajst-20807	163	4	chen	chen	PROPN
ajst-20807	163	5	s	s	PROPN
ajst-20807	163	6	w	w	PROPN
ajst-20807	163	7	,	,	PUNCT
ajst-20807	163	8	ge	ge	PROPN
ajst-20807	163	9	h	h	PROPN
ajst-20807	163	10	j	j	PROPN
ajst-20807	163	11	,	,	PUNCT
ajst-20807	163	12	li	li	PROPN
ajst-20807	163	13	j	j	PROPN
ajst-20807	163	14	,	,	PUNCT
ajst-20807	163	15	et	et	PROPN
ajst-20807	163	16	al	al	PROPN
ajst-20807	163	17	.	.	PROPN
ajst-20807	163	18	progressive	progressive	PROPN
ajst-20807	163	19	improved	improve	VERB
ajst-20807	163	20	convolutional	convolutional	ADJ
ajst-20807	163	21	neural	neural	ADJ
ajst-20807	163	22	network	network	NOUN
ajst-20807	163	23	for	for	ADP
ajst-20807	163	24	avionics	avionic	NOUN
ajst-20807	163	25	fault	fault	VERB
ajst-20807	163	26	diagnosis	diagnosis	NOUN
ajst-20807	164	1	[	[	X
ajst-20807	164	2	j	j	X
ajst-20807	164	3	]	]	X
ajst-20807	164	4	.	.	PUNCT
ajst-20807	165	1	ieee	ieee	NOUN
ajst-20807	165	2	access	access	NOUN
ajst-20807	165	3	,	,	PUNCT
ajst-20807	165	4	2019	2019	NUM
ajst-20807	165	5	,	,	PUNCT
ajst-20807	165	6	7	7	NUM
ajst-20807	165	7	:	:	SYM
ajst-20807	165	8	177362	177362	NUM
ajst-20807	165	9	-	-	SYM
ajst-20807	165	10	75	75	NUM
ajst-20807	165	11	.	.	PUNCT
ajst-20807	166	1	[	[	X
ajst-20807	166	2	29	29	NUM
ajst-20807	166	3	]	]	X
ajst-20807	166	4	gao	gao	PROPN
ajst-20807	166	5	z	z	PROPN
ajst-20807	166	6	h	h	PROPN
ajst-20807	166	7	,	,	PUNCT
ajst-20807	166	8	ma	ma	PROPN
ajst-20807	166	9	c	c	PROPN
ajst-20807	166	10	b	b	PROPN
ajst-20807	166	11	,	,	PUNCT
ajst-20807	166	12	song	song	NOUN
ajst-20807	166	13	d	d	PROPN
ajst-20807	166	14	,	,	PUNCT
ajst-20807	166	15	et	et	PROPN
ajst-20807	166	16	al	al	PROPN
ajst-20807	166	17	.	.	PUNCT
ajst-20807	167	1	deep	deep	ADJ
ajst-20807	167	2	quantum	quantum	NOUN
ajst-20807	167	3	inspired	inspire	VERB
ajst-20807	167	4	neural	neural	ADJ
ajst-20807	167	5	network	network	NOUN
ajst-20807	167	6	with	with	ADP
ajst-20807	167	7	application	application	NOUN
ajst-20807	167	8	to	to	ADP
ajst-20807	167	9	aircraft	aircraft	NOUN
ajst-20807	167	10	fuel	fuel	NOUN
ajst-20807	167	11	system	system	NOUN
ajst-20807	167	12	fault	fault	NOUN
ajst-20807	167	13	diagnosis	diagnosis	NOUN
ajst-20807	168	1	[	[	X
ajst-20807	168	2	j	j	X
ajst-20807	168	3	]	]	X
ajst-20807	168	4	.	.	PUNCT
ajst-20807	169	1	neurocomputing	neurocomputing	NOUN
ajst-20807	169	2	,	,	PUNCT
ajst-20807	169	3	2017	2017	NUM
ajst-20807	169	4	,	,	PUNCT
ajst-20807	169	5	238	238	NUM
ajst-20807	169	6	:	:	SYM
ajst-20807	169	7	13	13	NUM
ajst-20807	169	8	-	-	SYM
ajst-20807	169	9	23	23	NUM
ajst-20807	169	10	.	.	PUNCT
ajst-20807	170	1	[	[	X
ajst-20807	170	2	30	30	NUM
ajst-20807	170	3	]	]	X
ajst-20807	170	4	ma	ma	PROPN
ajst-20807	170	5	j	j	PROPN
ajst-20807	170	6	,	,	PUNCT
ajst-20807	170	7	ni	ni	PROPN
ajst-20807	170	8	s	s	PROPN
ajst-20807	170	9	h	h	NOUN
ajst-20807	170	10	,	,	PUNCT
ajst-20807	170	11	xie	xie	PROPN
ajst-20807	170	12	w	w	PROPN
ajst-20807	170	13	j	j	PROPN
ajst-20807	170	14	,	,	PUNCT
ajst-20807	170	15	et	et	PROPN
ajst-20807	170	16	al	al	PROPN
ajst-20807	170	17	.	.	PUNCT
ajst-20807	171	1	deep	deep	ADJ
ajst-20807	171	2	auto	auto	NOUN
ajst-20807	171	3	-	-	PUNCT
ajst-20807	171	4	encoder	encoder	NOUN
ajst-20807	171	5	observer	observer	NOUN
ajst-20807	171	6	multiple	multiple	ADJ
ajst-20807	171	7	-	-	PUNCT
ajst-20807	171	8	model	model	NOUN
ajst-20807	171	9	fast	fast	ADJ
ajst-20807	171	10	aircraft	aircraft	NOUN
ajst-20807	171	11	actuator	actuator	NOUN
ajst-20807	171	12	fault	fault	NOUN
ajst-20807	171	13	diagnosis	diagnosis	NOUN
ajst-20807	171	14	algorithm	algorithm	NOUN
ajst-20807	172	1	[	[	X
ajst-20807	172	2	j	j	X
ajst-20807	172	3	]	]	X
ajst-20807	172	4	.	.	PUNCT
ajst-20807	173	1	int	int	PROPN
ajst-20807	173	2	j	j	PROPN
ajst-20807	173	3	control	control	PROPN
ajst-20807	173	4	autom	autom	PROPN
ajst-20807	173	5	syst	syst	PROPN
ajst-20807	173	6	,	,	PUNCT
ajst-20807	173	7	2017	2017	NUM
ajst-20807	173	8	,	,	PUNCT
ajst-20807	173	9	15(4	15(4	NUM
ajst-20807	173	10	):	):	PUNCT
ajst-20807	173	11	1641	1641	NUM
ajst-20807	173	12	-	-	SYM
ajst-20807	173	13	50	50	NUM
ajst-20807	173	14	.	.	PUNCT
ajst-20807	174	1	[	[	X
ajst-20807	174	2	31	31	NUM
ajst-20807	174	3	]	]	X
ajst-20807	174	4	chen	chen	PROPN
ajst-20807	174	5	j	j	PROPN
ajst-20807	174	6	,	,	PUNCT
ajst-20807	174	7	xu	xu	PROPN
ajst-20807	174	8	q	q	PROPN
ajst-20807	174	9	s	s	PROPN
ajst-20807	174	10	,	,	PUNCT
ajst-20807	174	11	guo	guo	PROPN
ajst-20807	174	12	y	y	PROPN
ajst-20807	174	13	c	c	PROPN
ajst-20807	174	14	,	,	PUNCT
ajst-20807	174	15	et	et	PROPN
ajst-20807	174	16	al	al	PROPN
ajst-20807	174	17	.	.	PUNCT
ajst-20807	174	18	aircraft	aircraft	NOUN
ajst-20807	174	19	landing	landing	NOUN
ajst-20807	174	20	gear	gear	NOUN
ajst-20807	174	21	retraction	retraction	NOUN
ajst-20807	174	22	/	/	SYM
ajst-20807	174	23	extension	extension	NOUN
ajst-20807	174	24	system	system	NOUN
ajst-20807	174	25	fault	fault	VERB
ajst-20807	174	26	diagnosis	diagnosis	NOUN
ajst-20807	174	27	with	with	ADP
ajst-20807	174	28	1	1	NUM
ajst-20807	174	29	-	-	PUNCT
ajst-20807	174	30	d	d	NOUN
ajst-20807	174	31	dilated	dilate	VERB
ajst-20807	174	32	convolutional	convolutional	ADJ
ajst-20807	174	33	neural	neural	ADJ
ajst-20807	174	34	network	network	NOUN
ajst-20807	174	35	[	[	X
ajst-20807	174	36	j	j	X
ajst-20807	174	37	]	]	X
ajst-20807	174	38	.	.	PUNCT
ajst-20807	175	1	sensors	sensor	NOUN
ajst-20807	175	2	,	,	PUNCT
ajst-20807	175	3	2022	2022	NUM
ajst-20807	175	4	,	,	PUNCT
ajst-20807	175	5	22(4	22(4	NUM
ajst-20807	175	6	):	):	PUNCT
ajst-20807	175	7	19	19	NUM
ajst-20807	175	8	.	.	PUNCT
ajst-20807	176	1	[	[	X
ajst-20807	176	2	32	32	NUM
ajst-20807	176	3	]	]	X
ajst-20807	176	4	zhang	zhang	PROPN
ajst-20807	176	5	k	k	PROPN
ajst-20807	176	6	x	x	PROPN
ajst-20807	176	7	,	,	PUNCT
ajst-20807	176	8	lin	lin	PROPN
ajst-20807	176	9	b	b	PROPN
ajst-20807	176	10	,	,	PUNCT
ajst-20807	176	11	chen	chen	PROPN
ajst-20807	176	12	j	j	PROPN
ajst-20807	176	13	x	x	PROPN
ajst-20807	176	14	,	,	PUNCT
ajst-20807	176	15	et	et	PROPN
ajst-20807	176	16	al	al	PROPN
ajst-20807	176	17	.	.	PROPN
ajst-20807	176	18	aero	aero	PROPN
ajst-20807	176	19	-	-	PUNCT
ajst-20807	176	20	engine	engine	NOUN
ajst-20807	176	21	surge	surge	NOUN
ajst-20807	176	22	fault	fault	NOUN
ajst-20807	176	23	diagnosis	diagnosis	NOUN
ajst-20807	176	24	using	use	VERB
ajst-20807	176	25	deep	deep	ADJ
ajst-20807	176	26	neural	neural	ADJ
ajst-20807	176	27	network	network	NOUN
ajst-20807	176	28	[	[	X
ajst-20807	176	29	j	j	X
ajst-20807	176	30	]	]	X
ajst-20807	176	31	.	.	PUNCT
ajst-20807	177	1	comput	comput	PROPN
ajst-20807	177	2	syst	syst	PROPN
ajst-20807	177	3	sci	sci	PROPN
ajst-20807	177	4	eng	eng	PROPN
ajst-20807	177	5	,	,	PUNCT
ajst-20807	177	6	2022	2022	NUM
ajst-20807	177	7	,	,	PUNCT
ajst-20807	177	8	42(1	42(1	NOUN
ajst-20807	177	9	):	):	PUNCT
ajst-20807	177	10	351	351	NUM
ajst-20807	177	11	-	-	SYM
ajst-20807	177	12	60	60	NUM
ajst-20807	177	13	.	.	PUNCT
ajst-20807	178	1	[	[	X
ajst-20807	178	2	33	33	NUM
ajst-20807	178	3	]	]	X
ajst-20807	178	4	kordestani	kordestani	PROPN
ajst-20807	178	5	m	m	PROPN
ajst-20807	178	6	,	,	PUNCT
ajst-20807	178	7	samadi	samadi	NOUN
ajst-20807	178	8	m	m	PROPN
ajst-20807	178	9	f	f	NOUN
ajst-20807	178	10	,	,	PUNCT
ajst-20807	178	11	saif	saif	PROPN
ajst-20807	178	12	m.	m.	PROPN
ajst-20807	178	13	a	a	DET
ajst-20807	178	14	new	new	ADJ
ajst-20807	178	15	hybrid	hybrid	ADJ
ajst-20807	178	16	fault	fault	NOUN
ajst-20807	178	17	prognosis	prognosis	NOUN
ajst-20807	178	18	method	method	NOUN
ajst-20807	178	19	for	for	ADP
ajst-20807	178	20	mfs	mfs	NOUN
ajst-20807	178	21	systems	system	NOUN
ajst-20807	178	22	based	base	VERB
ajst-20807	178	23	on	on	ADP
ajst-20807	178	24	distributed	distribute	VERB
ajst-20807	178	25	neural	neural	ADJ
ajst-20807	178	26	networks	network	NOUN
ajst-20807	178	27	and	and	CCONJ
ajst-20807	178	28	recursive	recursive	ADJ
ajst-20807	178	29	bayesian	bayesian	NOUN
ajst-20807	178	30	algorithm	algorithm	NOUN
ajst-20807	178	31	[	[	X
ajst-20807	178	32	j	j	X
ajst-20807	178	33	]	]	X
ajst-20807	178	34	.	.	PUNCT
ajst-20807	179	1	ieee	ieee	PROPN
ajst-20807	179	2	syst	syst	PROPN
ajst-20807	179	3	j	j	PROPN
ajst-20807	179	4	,	,	PUNCT
ajst-20807	179	5	2020	2020	NUM
ajst-20807	179	6	,	,	PUNCT
ajst-20807	179	7	14(4	14(4	NUM
ajst-20807	179	8	):	):	PUNCT
ajst-20807	179	9	5407	5407	NUM
ajst-20807	179	10	-	-	SYM
ajst-20807	179	11	16	16	NUM
ajst-20807	179	12	.	.	PUNCT
ajst-20807	180	1	[	[	X
ajst-20807	180	2	34	34	NUM
ajst-20807	180	3	]	]	X
ajst-20807	180	4	ouadine	ouadine	NOUN
ajst-20807	180	5	a	a	DET
ajst-20807	180	6	y	y	PROPN
ajst-20807	180	7	,	,	PUNCT
ajst-20807	180	8	mjahed	mjahe	VERB
ajst-20807	180	9	m	m	PROPN
ajst-20807	180	10	,	,	PUNCT
ajst-20807	180	11	ayad	ayad	PROPN
ajst-20807	180	12	h	h	PROPN
ajst-20807	180	13	,	,	PUNCT
ajst-20807	180	14	et	et	PROPN
ajst-20807	180	15	al	al	PROPN
ajst-20807	180	16	.	.	PROPN
ajst-20807	180	17	aircraft	aircraft	PROPN
ajst-20807	180	18	air	air	NOUN
ajst-20807	180	19	compressor	compressor	NOUN
ajst-20807	180	20	bearing	bear	VERB
ajst-20807	180	21	diagnosis	diagnosis	NOUN
ajst-20807	180	22	using	use	VERB
ajst-20807	180	23	discriminant	discriminant	ADJ
ajst-20807	180	24	analysis	analysis	NOUN
ajst-20807	180	25	and	and	CCONJ
ajst-20807	180	26	cooperative	cooperative	ADJ
ajst-20807	180	27	genetic	genetic	ADJ
ajst-20807	180	28	algorithm	algorithm	NOUN
ajst-20807	180	29	and	and	CCONJ
ajst-20807	180	30	neural	neural	ADJ
ajst-20807	180	31	network	network	NOUN
ajst-20807	180	32	approaches	approach	VERB
ajst-20807	181	1	[	[	X
ajst-20807	181	2	j	j	X
ajst-20807	181	3	]	]	X
ajst-20807	181	4	.	.	PUNCT
ajst-20807	182	1	appl	appl	PROPN
ajst-20807	182	2	sci	sci	PROPN
ajst-20807	182	3	-	-	PUNCT
ajst-20807	182	4	basel	basel	PROPN
ajst-20807	182	5	,	,	PUNCT
ajst-20807	182	6	2018	2018	NUM
ajst-20807	182	7	,	,	PUNCT
ajst-20807	182	8	8(11	8(11	NUM
ajst-20807	182	9	):	):	PUNCT
ajst-20807	182	10	16	16	NUM
ajst-20807	182	11	.	.	X
ajst-20807	182	12	166	166	NUM
ajst-20807	183	1	[	[	SYM
ajst-20807	183	2	35	35	NUM
ajst-20807	183	3	]	]	X
ajst-20807	183	4	ezzat	ezzat	PROPN
ajst-20807	183	5	d	d	PROPN
ajst-20807	183	6	,	,	PUNCT
ajst-20807	183	7	hassanien	hassanien	VERB
ajst-20807	183	8	a	a	DET
ajst-20807	183	9	e	e	NOUN
ajst-20807	183	10	,	,	PUNCT
ajst-20807	183	11	darwish	darwish	X
ajst-20807	183	12	a	a	X
ajst-20807	183	13	,	,	PUNCT
ajst-20807	183	14	et	et	PROPN
ajst-20807	183	15	al	al	PROPN
ajst-20807	183	16	.	.	PUNCT
ajst-20807	184	1	multiobjective	multiobjective	ADJ
ajst-20807	184	2	hybrid	hybrid	ADJ
ajst-20807	184	3	artificial	artificial	ADJ
ajst-20807	184	4	intelligence	intelligence	NOUN
ajst-20807	184	5	approach	approach	NOUN
ajst-20807	184	6	for	for	ADP
ajst-20807	184	7	fault	fault	NOUN
ajst-20807	184	8	diagnosis	diagnosis	NOUN
ajst-20807	184	9	of	of	ADP
ajst-20807	184	10	aerospace	aerospace	NOUN
ajst-20807	184	11	systems	system	NOUN
ajst-20807	185	1	[	[	X
ajst-20807	185	2	j	j	X
ajst-20807	185	3	]	]	X
ajst-20807	185	4	.	.	PUNCT
ajst-20807	186	1	ieee	ieee	NOUN
ajst-20807	186	2	access	access	NOUN
ajst-20807	186	3	,	,	PUNCT
ajst-20807	186	4	2021	2021	NUM
ajst-20807	186	5	,	,	PUNCT
ajst-20807	186	6	9	9	NUM
ajst-20807	186	7	:	:	SYM
ajst-20807	186	8	41717	41717	NUM
ajst-20807	186	9	-	-	SYM
ajst-20807	186	10	30	30	NUM
ajst-20807	186	11	.	.	PUNCT
ajst-20807	187	1	[	[	X
ajst-20807	187	2	36	36	NUM
ajst-20807	187	3	]	]	X
ajst-20807	187	4	taimoor	taimoor	NOUN
ajst-20807	187	5	m	m	PROPN
ajst-20807	187	6	,	,	PUNCT
ajst-20807	187	7	aijun	aijun	PROPN
ajst-20807	187	8	l.	l.	PROPN
ajst-20807	187	9	lyapunov	lyapunov	PROPN
ajst-20807	187	10	theory	theory	NOUN
ajst-20807	187	11	based	base	VERB
ajst-20807	187	12	adaptive	adaptive	ADJ
ajst-20807	187	13	neural	neural	ADJ
ajst-20807	187	14	observers	observer	NOUN
ajst-20807	187	15	design	design	VERB
ajst-20807	187	16	for	for	ADP
ajst-20807	187	17	aircraft	aircraft	NOUN
ajst-20807	187	18	sensors	sensor	NOUN
ajst-20807	187	19	fault	fault	VERB
ajst-20807	187	20	detection	detection	NOUN
ajst-20807	187	21	and	and	CCONJ
ajst-20807	187	22	isolation	isolation	NOUN
ajst-20807	187	23	[	[	X
ajst-20807	187	24	j	j	X
ajst-20807	187	25	]	]	X
ajst-20807	187	26	.	.	PUNCT
ajst-20807	188	1	j	j	PROPN
ajst-20807	188	2	intell	intell	PROPN
ajst-20807	188	3	robot	robot	PROPN
ajst-20807	188	4	syst	syst	PROPN
ajst-20807	188	5	,	,	PUNCT
ajst-20807	188	6	2020	2020	NUM
ajst-20807	188	7	,	,	PUNCT
ajst-20807	188	8	98(2	98(2	NUM
ajst-20807	188	9	):	):	PUNCT
ajst-20807	188	10	311	311	NUM
ajst-20807	188	11	-	-	SYM
ajst-20807	188	12	23	23	NUM
ajst-20807	188	13	.	.	PUNCT
ajst-20807	189	1	[	[	X
ajst-20807	189	2	37	37	NUM
ajst-20807	189	3	]	]	PUNCT
ajst-20807	189	4	abbaspour	abbaspour	NOUN
ajst-20807	189	5	a	a	PRON
ajst-20807	189	6	,	,	PUNCT
ajst-20807	189	7	aboutalebi	aboutalebi	ADP
ajst-20807	189	8	p	p	X
ajst-20807	189	9	,	,	PUNCT
ajst-20807	189	10	yen	yen	NOUN
ajst-20807	190	1	k	k	PROPN
ajst-20807	190	2	k	k	PROPN
ajst-20807	190	3	,	,	PUNCT
ajst-20807	190	4	et	et	PROPN
ajst-20807	190	5	al	al	PROPN
ajst-20807	190	6	.	.	PROPN
ajst-20807	190	7	neural	neural	ADJ
ajst-20807	190	8	adaptive	adaptive	ADJ
ajst-20807	190	9	observer	observer	NOUN
ajst-20807	190	10	-	-	PUNCT
ajst-20807	190	11	based	base	VERB
ajst-20807	190	12	sensor	sensor	NOUN
ajst-20807	190	13	and	and	CCONJ
ajst-20807	190	14	actuator	actuator	NOUN
ajst-20807	190	15	fault	fault	NOUN
ajst-20807	190	16	detection	detection	NOUN
ajst-20807	190	17	in	in	ADP
ajst-20807	190	18	nonlinear	nonlinear	ADJ
ajst-20807	190	19	systems	system	NOUN
ajst-20807	190	20	:	:	PUNCT
ajst-20807	190	21	application	application	NOUN
ajst-20807	190	22	in	in	ADP
ajst-20807	190	23	uav	uav	PROPN
ajst-20807	191	1	[	[	X
ajst-20807	191	2	j	j	X
ajst-20807	191	3	]	]	X
ajst-20807	191	4	.	.	PUNCT
ajst-20807	192	1	isa	isa	PROPN
ajst-20807	192	2	trans	trans	PROPN
ajst-20807	192	3	,	,	PUNCT
ajst-20807	192	4	2017	2017	NUM
ajst-20807	192	5	,	,	PUNCT
ajst-20807	192	6	67	67	NUM
ajst-20807	192	7	:	:	SYM
ajst-20807	192	8	317	317	NUM
ajst-20807	192	9	-	-	SYM
ajst-20807	192	10	29	29	NUM
ajst-20807	192	11	.	.	PUNCT