id	sid	tid	token	lemma	pos
fcis-7986	1	1	frontiers	frontier	NOUN
fcis-7986	1	2	in	in	ADP
fcis-7986	1	3	computing	computing	NOUN
fcis-7986	1	4	and	and	CCONJ
fcis-7986	1	5	intelligent	intelligent	ADJ
fcis-7986	1	6	systems	system	NOUN
fcis-7986	1	7	issn	issn	VERB
fcis-7986	1	8	:	:	PUNCT
fcis-7986	1	9	2832	2832	NUM
fcis-7986	1	10	-	-	SYM
fcis-7986	1	11	6024	6024	NUM
fcis-7986	1	12	|	|	NOUN
fcis-7986	1	13	vol	vol	NOUN
fcis-7986	1	14	.	.	PROPN
fcis-7986	2	1	3	3	NUM
fcis-7986	2	2	,	,	PUNCT
fcis-7986	2	3	no	no	INTJ
fcis-7986	2	4	.	.	NOUN
fcis-7986	2	5	3	3	NUM
fcis-7986	2	6	,	,	PUNCT
fcis-7986	2	7	2023	2023	NUM
fcis-7986	2	8	19	19	NUM
fcis-7986	2	9	application	application	NOUN
fcis-7986	2	10	of	of	ADP
fcis-7986	2	11	vmd	vmd	PROPN
fcis-7986	2	12	feature	feature	NOUN
fcis-7986	2	13	fusion	fusion	NOUN
fcis-7986	2	14	in	in	ADP
fcis-7986	2	15	fault	fault	NOUN
fcis-7986	2	16	diagnosis	diagnosis	NOUN
fcis-7986	2	17	of	of	ADP
fcis-7986	2	18	rolling	rolling	ADJ
fcis-7986	2	19	bearings	bearing	NOUN
fcis-7986	2	20	fuqiuxuan	fuqiuxuan	PROPN
fcis-7986	2	21	liu	liu	PROPN
fcis-7986	2	22	,	,	PUNCT
fcis-7986	2	23	chongqing	chongqing	PROPN
fcis-7986	2	24	li	li	PROPN
fcis-7986	2	25	army	army	PROPN
fcis-7986	2	26	academy	academy	PROPN
fcis-7986	2	27	of	of	ADP
fcis-7986	2	28	armored	armored	ADJ
fcis-7986	2	29	forces	force	NOUN
fcis-7986	2	30	,	,	PUNCT
fcis-7986	2	31	changchun	changchun	PROPN
fcis-7986	2	32	,	,	PUNCT
fcis-7986	2	33	china	china	PROPN
fcis-7986	2	34	abstract	abstract	NOUN
fcis-7986	2	35	:	:	PUNCT
fcis-7986	2	36	in	in	ADP
fcis-7986	2	37	response	response	NOUN
fcis-7986	2	38	to	to	ADP
fcis-7986	2	39	the	the	DET
fcis-7986	2	40	complex	complex	ADJ
fcis-7986	2	41	nature	nature	NOUN
fcis-7986	2	42	of	of	ADP
fcis-7986	2	43	bearing	bear	VERB
fcis-7986	2	44	faults	fault	NOUN
fcis-7986	2	45	and	and	CCONJ
fcis-7986	2	46	the	the	DET
fcis-7986	2	47	difficulty	difficulty	NOUN
fcis-7986	2	48	of	of	ADP
fcis-7986	2	49	a	a	DET
fcis-7986	2	50	single	single	ADJ
fcis-7986	2	51	feature	feature	NOUN
fcis-7986	2	52	accurately	accurately	ADV
fcis-7986	2	53	reflecting	reflect	VERB
fcis-7986	2	54	the	the	DET
fcis-7986	2	55	overall	overall	ADJ
fcis-7986	2	56	fault	fault	NOUN
fcis-7986	2	57	information	information	NOUN
fcis-7986	2	58	,	,	PUNCT
fcis-7986	2	59	this	this	DET
fcis-7986	2	60	paper	paper	NOUN
fcis-7986	2	61	proposes	propose	VERB
fcis-7986	2	62	a	a	DET
fcis-7986	2	63	vmd	vmd	NOUN
fcis-7986	2	64	feature	feature	NOUN
fcis-7986	2	65	fusion	fusion	NOUN
fcis-7986	2	66	method	method	NOUN
fcis-7986	2	67	for	for	ADP
fcis-7986	2	68	rolling	roll	VERB
fcis-7986	2	69	bearing	bear	VERB
fcis-7986	2	70	fault	fault	NOUN
fcis-7986	2	71	diagnosis	diagnosis	NOUN
fcis-7986	2	72	.	.	PUNCT
fcis-7986	3	1	firstly	firstly	ADV
fcis-7986	3	2	,	,	PUNCT
fcis-7986	3	3	use	use	VERB
fcis-7986	3	4	vmd	vmd	PROPN
fcis-7986	3	5	to	to	PART
fcis-7986	3	6	decompose	decompose	VERB
fcis-7986	3	7	the	the	DET
fcis-7986	3	8	bearing	bear	VERB
fcis-7986	3	9	vibration	vibration	NOUN
fcis-7986	3	10	signal	signal	NOUN
fcis-7986	3	11	;	;	PUNCT
fcis-7986	3	12	secondly	secondly	ADV
fcis-7986	3	13	,	,	PUNCT
fcis-7986	3	14	calculate	calculate	VERB
fcis-7986	3	15	energy	energy	NOUN
fcis-7986	3	16	entropy	entropy	NOUN
fcis-7986	3	17	,	,	PUNCT
fcis-7986	3	18	singular	singular	PROPN
fcis-7986	3	19	value	value	NOUN
fcis-7986	3	20	entropy	entropy	NOUN
fcis-7986	3	21	,	,	PUNCT
fcis-7986	3	22	permutation	permutation	NOUN
fcis-7986	3	23	entropy	entropy	NOUN
fcis-7986	3	24	,	,	PUNCT
fcis-7986	3	25	and	and	CCONJ
fcis-7986	3	26	sample	sample	NOUN
fcis-7986	3	27	entropy	entropy	NOUN
fcis-7986	3	28	to	to	PART
fcis-7986	3	29	form	form	VERB
fcis-7986	3	30	a	a	DET
fcis-7986	3	31	fusion	fusion	NOUN
fcis-7986	3	32	feature	feature	NOUN
fcis-7986	3	33	vector	vector	NOUN
fcis-7986	3	34	;	;	PUNCT
fcis-7986	3	35	finally	finally	ADV
fcis-7986	3	36	,	,	PUNCT
fcis-7986	3	37	the	the	DET
fcis-7986	3	38	least	least	ADJ
fcis-7986	3	39	squares	square	NOUN
fcis-7986	3	40	support	support	VERB
fcis-7986	3	41	vector	vector	NOUN
fcis-7986	3	42	machine	machine	NOUN
fcis-7986	3	43	(	(	PUNCT
fcis-7986	3	44	ls	ls	ADJ
fcis-7986	3	45	-	-	PUNCT
fcis-7986	3	46	svm	svm	NOUN
fcis-7986	3	47	)	)	PUNCT
fcis-7986	3	48	is	be	AUX
fcis-7986	3	49	used	use	VERB
fcis-7986	3	50	as	as	ADP
fcis-7986	3	51	a	a	DET
fcis-7986	3	52	classifier	classifier	NOUN
fcis-7986	3	53	to	to	PART
fcis-7986	3	54	identify	identify	VERB
fcis-7986	3	55	bearing	bear	VERB
fcis-7986	3	56	fault	fault	NOUN
fcis-7986	3	57	types	type	NOUN
fcis-7986	3	58	.	.	PUNCT
fcis-7986	4	1	through	through	ADP
fcis-7986	4	2	experiments	experiment	NOUN
fcis-7986	4	3	,	,	PUNCT
fcis-7986	4	4	this	this	DET
fcis-7986	4	5	method	method	NOUN
fcis-7986	4	6	can	can	AUX
fcis-7986	4	7	effectively	effectively	ADV
fcis-7986	4	8	achieve	achieve	VERB
fcis-7986	4	9	bearing	bear	VERB
fcis-7986	4	10	fault	fault	NOUN
fcis-7986	4	11	diagnosis	diagnosis	NOUN
fcis-7986	4	12	.	.	PUNCT
fcis-7986	5	1	keywords	keyword	NOUN
fcis-7986	5	2	:	:	PUNCT
fcis-7986	6	1	vmd	vmd	NOUN
fcis-7986	6	2	;	;	PUNCT
fcis-7986	6	3	feature	feature	NOUN
fcis-7986	6	4	fusion	fusion	NOUN
fcis-7986	6	5	;	;	PUNCT
fcis-7986	6	6	fault	fault	VERB
fcis-7986	6	7	diagnosis	diagnosis	NOUN
fcis-7986	6	8	.	.	PUNCT
fcis-7986	7	1	1	1	X
fcis-7986	7	2	.	.	X
fcis-7986	7	3	introduction	introduction	NOUN
fcis-7986	7	4	rolling	roll	VERB
fcis-7986	7	5	bearings	bearing	NOUN
fcis-7986	7	6	are	be	AUX
fcis-7986	7	7	widely	widely	ADV
fcis-7986	7	8	used	use	VERB
fcis-7986	7	9	and	and	CCONJ
fcis-7986	7	10	easily	easily	ADV
fcis-7986	7	11	damaged	damage	VERB
fcis-7986	7	12	important	important	ADJ
fcis-7986	7	13	components	component	NOUN
fcis-7986	7	14	in	in	ADP
fcis-7986	7	15	mechanical	mechanical	ADJ
fcis-7986	7	16	equipment	equipment	NOUN
fcis-7986	7	17	,	,	PUNCT
fcis-7986	7	18	and	and	CCONJ
fcis-7986	7	19	their	their	PRON
fcis-7986	7	20	operating	operate	VERB
fcis-7986	7	21	status	status	NOUN
fcis-7986	7	22	directly	directly	ADV
fcis-7986	7	23	affects	affect	VERB
fcis-7986	7	24	the	the	DET
fcis-7986	7	25	entire	entire	ADJ
fcis-7986	7	26	mechanical	mechanical	ADJ
fcis-7986	7	27	system	system	NOUN
fcis-7986	8	1	[	[	X
fcis-7986	8	2	1	1	NUM
fcis-7986	8	3	]	]	PUNCT
fcis-7986	8	4	.	.	PUNCT
fcis-7986	9	1	accurately	accurately	ADV
fcis-7986	9	2	detecting	detect	VERB
fcis-7986	9	3	bearing	bear	VERB
fcis-7986	9	4	faults	fault	NOUN
fcis-7986	9	5	and	and	CCONJ
fcis-7986	9	6	implementing	implement	VERB
fcis-7986	9	7	necessary	necessary	ADJ
fcis-7986	9	8	maintenance	maintenance	NOUN
fcis-7986	9	9	measures	measure	NOUN
fcis-7986	9	10	based	base	VERB
fcis-7986	9	11	on	on	ADP
fcis-7986	9	12	their	their	PRON
fcis-7986	9	13	types	type	NOUN
fcis-7986	9	14	is	be	AUX
fcis-7986	9	15	of	of	ADP
fcis-7986	9	16	great	great	ADJ
fcis-7986	9	17	significance	significance	NOUN
fcis-7986	9	18	for	for	ADP
fcis-7986	9	19	ensuring	ensure	VERB
fcis-7986	9	20	enterprise	enterprise	NOUN
fcis-7986	9	21	safety	safety	NOUN
fcis-7986	9	22	production	production	NOUN
fcis-7986	9	23	and	and	CCONJ
fcis-7986	9	24	reducing	reduce	VERB
fcis-7986	9	25	economic	economic	ADJ
fcis-7986	9	26	losses	loss	NOUN
fcis-7986	9	27	[	[	X
fcis-7986	9	28	2	2	NUM
fcis-7986	9	29	]	]	PUNCT
fcis-7986	9	30	.	.	PUNCT
fcis-7986	10	1	the	the	DET
fcis-7986	10	2	essence	essence	NOUN
fcis-7986	10	3	of	of	ADP
fcis-7986	10	4	variational	variational	ADJ
fcis-7986	10	5	mode	mode	NOUN
fcis-7986	10	6	decomposition	decomposition	NOUN
fcis-7986	10	7	(	(	PUNCT
fcis-7986	10	8	vmd	vmd	NOUN
fcis-7986	10	9	)	)	PUNCT
fcis-7986	11	1	[	[	X
fcis-7986	11	2	3	3	X
fcis-7986	11	3	]	]	PUNCT
fcis-7986	11	4	is	be	AUX
fcis-7986	11	5	to	to	PART
fcis-7986	11	6	establish	establish	VERB
fcis-7986	11	7	a	a	DET
fcis-7986	11	8	non	non	ADJ
fcis-7986	11	9	-	-	ADJ
fcis-7986	11	10	recursive	recursive	ADJ
fcis-7986	11	11	method	method	NOUN
fcis-7986	11	12	for	for	ADP
fcis-7986	11	13	variational	variational	ADJ
fcis-7986	11	14	models	model	NOUN
fcis-7986	11	15	,	,	PUNCT
fcis-7986	11	16	effectively	effectively	ADV
fcis-7986	11	17	overcoming	overcome	VERB
fcis-7986	11	18	problems	problem	NOUN
fcis-7986	11	19	such	such	ADJ
fcis-7986	11	20	as	as	ADP
fcis-7986	11	21	modal	modal	ADJ
fcis-7986	11	22	aliasing	aliasing	NOUN
fcis-7986	11	23	.	.	PUNCT
fcis-7986	12	1	this	this	DET
fcis-7986	12	2	method	method	NOUN
fcis-7986	12	3	has	have	VERB
fcis-7986	12	4	good	good	ADJ
fcis-7986	12	5	robustness	robustness	NOUN
fcis-7986	12	6	to	to	AUX
fcis-7986	12	7	noise	noise	NOUN
fcis-7986	12	8	and	and	CCONJ
fcis-7986	12	9	is	be	AUX
fcis-7986	12	10	less	less	ADV
fcis-7986	12	11	limited	limited	ADJ
fcis-7986	12	12	by	by	ADP
fcis-7986	12	13	signal	signal	NOUN
fcis-7986	12	14	sampling	sample	VERB
fcis-7986	12	15	frequency	frequency	NOUN
fcis-7986	12	16	,	,	PUNCT
fcis-7986	12	17	making	make	VERB
fcis-7986	12	18	it	it	PRON
fcis-7986	12	19	superior	superior	ADJ
fcis-7986	12	20	to	to	ADP
fcis-7986	12	21	methods	method	NOUN
fcis-7986	12	22	such	such	ADJ
fcis-7986	12	23	as	as	ADP
fcis-7986	12	24	emd	emd	PROPN
fcis-7986	12	25	and	and	CCONJ
fcis-7986	12	26	eemd	eemd	PROPN
fcis-7986	12	27	.	.	PUNCT
fcis-7986	13	1	2	2	X
fcis-7986	13	2	.	.	X
fcis-7986	13	3	variational	variational	ADJ
fcis-7986	13	4	mode	mode	NOUN
fcis-7986	13	5	decomposition	decomposition	NOUN
fcis-7986	13	6	2.1	2.1	NUM
fcis-7986	13	7	.	.	PUNCT
fcis-7986	14	1	vmd	vmd	PROPN
fcis-7986	14	2	principle	principle	PROPN
fcis-7986	14	3	the	the	DET
fcis-7986	14	4	vmd	vmd	PROPN
fcis-7986	14	5	method	method	NOUN
fcis-7986	14	6	decomposes	decompose	VERB
fcis-7986	14	7	the	the	DET
fcis-7986	14	8	fault	fault	NOUN
fcis-7986	14	9	signal	signal	NOUN
fcis-7986	14	10	)	)	PUNCT
fcis-7986	14	11	(	(	PUNCT
fcis-7986	14	12	xf	xf	PROPN
fcis-7986	14	13	into	into	ADP
fcis-7986	14	14	k	k	PROPN
fcis-7986	14	15	intrinsic	intrinsic	ADJ
fcis-7986	14	16	mode	mode	NOUN
fcis-7986	14	17	functions	function	NOUN
fcis-7986	14	18	)	)	PUNCT
fcis-7986	14	19	(	(	PUNCT
fcis-7986	14	20	tuk	tuk	NOUN
fcis-7986	14	21	,	,	PUNCT
fcis-7986	14	22	which	which	PRON
fcis-7986	14	23	can	can	AUX
fcis-7986	14	24	be	be	AUX
fcis-7986	14	25	expressed	express	VERB
fcis-7986	14	26	as	as	ADP
fcis-7986	14	27	)	)	PUNCT
fcis-7986	14	28	)	)	PUNCT
fcis-7986	14	29	(	(	PUNCT
fcis-7986	14	30	cos	cos	PROPN
fcis-7986	14	31	(	(	PUNCT
fcis-7986	14	32	)	)	PUNCT
fcis-7986	14	33	(	(	PUNCT
fcis-7986	14	34	)	)	PUNCT
fcis-7986	14	35	(	(	PUNCT
fcis-7986	14	36	ttatu	ttatu	PROPN
fcis-7986	14	37	kkk	kkk	PROPN
fcis-7986	14	38	=	=	NOUN
fcis-7986	14	39	in	in	ADP
fcis-7986	14	40	the	the	DET
fcis-7986	14	41	formula	formula	NOUN
fcis-7986	14	42	,	,	PUNCT
fcis-7986	14	43	≥	≥	X
fcis-7986	14	44	0	0	NUM
fcis-7986	14	45	is	be	AUX
fcis-7986	14	46	the	the	DET
fcis-7986	14	47	instantaneous	instantaneous	ADJ
fcis-7986	14	48	amplitude	amplitude	NOUN
fcis-7986	14	49	of	of	ADP
fcis-7986	14	50	;	;	PUNCT
fcis-7986	14	51	is	be	AUX
fcis-7986	14	52	the	the	DET
fcis-7986	14	53	instantaneous	instantaneous	ADJ
fcis-7986	14	54	frequency	frequency	NOUN
fcis-7986	14	55	of	of	ADP
fcis-7986	14	56	;	;	PUNCT
fcis-7986	14	57	is	be	AUX
fcis-7986	14	58	a	a	DET
fcis-7986	14	59	non	non	ADJ
fcis-7986	14	60	-	-	ADJ
fcis-7986	14	61	decreasing	decrease	VERB
fcis-7986	14	62	phase	phase	NOUN
fcis-7986	14	63	function	function	NOUN
fcis-7986	14	64	.	.	PUNCT
fcis-7986	15	1	the	the	DET
fcis-7986	15	2	detailed	detailed	ADJ
fcis-7986	15	3	steps	step	NOUN
fcis-7986	15	4	of	of	ADP
fcis-7986	15	5	vmd	vmd	PROPN
fcis-7986	15	6	method	method	NOUN
fcis-7986	15	7	are	be	AUX
fcis-7986	15	8	as	as	SCONJ
fcis-7986	15	9	follows	follow	VERB
fcis-7986	15	10	:	:	PUNCT
fcis-7986	15	11	initialize	initialize	VERB
fcis-7986	15	12	the	the	DET
fcis-7986	15	13	values	value	NOUN
fcis-7986	15	14	of	of	ADP
fcis-7986	15	15	}	}	PUNCT
fcis-7986	15	16	{	{	PUNCT
fcis-7986	15	17	1	1	NUM
fcis-7986	15	18	ku	ku	NOUN
fcis-7986	15	19	,	,	PUNCT
fcis-7986	15	20	}	}	PUNCT
fcis-7986	15	21	{	{	PUNCT
fcis-7986	15	22	1	1	NUM
fcis-7986	15	23	k	k	NOUN
fcis-7986	15	24	,	,	PUNCT
fcis-7986	15	25	and	and	CCONJ
fcis-7986	15	26	to	to	ADP
fcis-7986	15	27	0	0	NUM
fcis-7986	15	28	.	.	PUNCT
fcis-7986	16	1	let	let	AUX
fcis-7986	16	2	,	,	PUNCT
fcis-7986	16	3	execute	execute	VERB
fcis-7986	16	4	the	the	DET
fcis-7986	16	5	entire	entire	ADJ
fcis-7986	16	6	loop	loop	NOUN
fcis-7986	16	7	.	.	PUNCT
fcis-7986	17	1	let	let	VERB
fcis-7986	17	2	1,0	1,0	NUM
fcis-7986	17	3	+	+	NOUN
fcis-7986	17	4	=	=	NOUN
fcis-7986	17	5	=	=	SYM
fcis-7986	17	6	kkk	kkk	NOUN
fcis-7986	17	7	,	,	PUNCT
fcis-7986	17	8	and	and	CCONJ
fcis-7986	17	9	when	when	SCONJ
fcis-7986	17	10	kk	kk	PROPN
fcis-7986	17	11			PROPN
fcis-7986	17	12	,	,	PUNCT
fcis-7986	17	13	execute	execute	VERB
fcis-7986	17	14	inner	inner	ADJ
fcis-7986	17	15	loop	loop	NOUN
fcis-7986	17	16	1	1	NUM
fcis-7986	17	17	,	,	PUNCT
fcis-7986	17	18	updating	update	VERB
fcis-7986	17	19	ku	ku	NOUN
fcis-7986	17	20	to	to	ADP
fcis-7986	17	21	:	:	PUNCT
fcis-7986	17	22	(	(	PUNCT
fcis-7986	17	23	)	)	PUNCT
fcis-7986	17	24	nn	nn	INTJ
fcis-7986	18	1	i	i	PRON
fcis-7986	18	2	n	n	PROPN
fcis-7986	18	3	ki	ki	PROPN
fcis-7986	19	1	n	n	ADV
fcis-7986	19	2	ki	ki	PROPN
fcis-7986	19	3	u	u	PROPN
fcis-7986	19	4	n	n	CCONJ
fcis-7986	19	5	k	k	PROPN
fcis-7986	19	6	uulu	uulu	ADJ
fcis-7986	19	7	k	k	PROPN
fcis-7986	19	8			PROPN
fcis-7986	19	9	}	}	PUNCT
fcis-7986	19	10	,	,	PUNCT
fcis-7986	19	11	{	{	PUNCT
fcis-7986	19	12	}	}	PUNCT
fcis-7986	19	13	,	,	PUNCT
fcis-7986	19	14	{	{	PUNCT
fcis-7986	19	15	}	}	PUNCT
fcis-7986	19	16	,	,	PUNCT
fcis-7986	19	17	{	{	PUNCT
fcis-7986	19	18	minarg	minarg	NOUN
fcis-7986	19	19	11	11	NUM
fcis-7986	19	20			NUM
fcis-7986	19	21	+	+	CCONJ
fcis-7986	19	22			PROPN
fcis-7986	20	1	+	+	PUNCT
fcis-7986	20	2	=	=	PUNCT
fcis-7986	20	3	when	when	SCONJ
fcis-7986	20	4	1,0	1,0	NUM
fcis-7986	20	5	+	+	NOUN
fcis-7986	20	6	=	=	NOUN
fcis-7986	20	7	=	=	SYM
fcis-7986	20	8	kkk	kkk	NOUN
fcis-7986	20	9	,	,	PUNCT
fcis-7986	20	10	and	and	CCONJ
fcis-7986	20	11	kk	kk	AUX
fcis-7986	20	12			PROPN
fcis-7986	20	13	execute	execute	VERB
fcis-7986	20	14	inner	inner	ADJ
fcis-7986	20	15	loop	loop	NOUN
fcis-7986	20	16	2	2	NUM
fcis-7986	20	17	,	,	PUNCT
fcis-7986	20	18	update	update	NOUN
fcis-7986	20	19	k	k	NOUN
fcis-7986	20	20	is	be	AUX
fcis-7986	20	21	:	:	PUNCT
fcis-7986	20	22	(	(	PUNCT
fcis-7986	20	23	)	)	PUNCT
fcis-7986	20	24	nn	nn	INTJ
fcis-7986	20	25	ki	ki	PROPN
fcis-7986	21	1	n	n	CCONJ
fcis-7986	21	2	ki	ki	PROPN
fcis-7986	22	1	n	n	ADV
fcis-7986	22	2	i	i	PRON
fcis-7986	23	1	n	n	VERB
fcis-7986	24	1	k	k	NOUN
fcis-7986	24	2	ul	ul	INTJ
fcis-7986	24	3	k	k	X
fcis-7986	25	1			NOUN
fcis-7986	25	2			PROPN
fcis-7986	25	3	}	}	PUNCT
fcis-7986	25	4	,	,	PUNCT
fcis-7986	25	5	{	{	PUNCT
fcis-7986	25	6	}	}	PUNCT
fcis-7986	25	7	,	,	PUNCT
fcis-7986	25	8	{	{	PUNCT
fcis-7986	25	9	}	}	PUNCT
fcis-7986	25	10	,	,	PUNCT
fcis-7986	25	11	{	{	PUNCT
fcis-7986	25	12	minarg	minarg	NOUN
fcis-7986	25	13	111	111	NUM
fcis-7986	25	14			NUM
fcis-7986	25	15	+	+	CCONJ
fcis-7986	25	16			PROPN
fcis-7986	26	1	+	+	ADJ
fcis-7986	26	2	+	+	CCONJ
fcis-7986	26	3	=	=	SYM
fcis-7986	26	4	update	update	NOUN
fcis-7986	26	5			ADJ
fcis-7986	26	6	for	for	ADP
fcis-7986	26	7	:	:	PUNCT
fcis-7986	26	8			PROPN
fcis-7986	26	9			NUM
fcis-7986	26	10			PRON
fcis-7986	26	11			PROPN
fcis-7986	26	12			PROPN
fcis-7986	26	13			NOUN
fcis-7986	26	14	−+	−+	NOUN
fcis-7986	26	15			X
fcis-7986	27	1	+	+	PROPN
fcis-7986	27	2	+	+	X
fcis-7986	27	3	k	k	PROPN
fcis-7986	27	4	n	n	PROPN
fcis-7986	27	5	k	k	PROPN
fcis-7986	27	6	nn	nn	PROPN
fcis-7986	27	7	uf	uf	PROPN
fcis-7986	27	8	)	)	PUNCT
fcis-7986	27	9	(	(	PUNCT
fcis-7986	27	10	ˆ)(ˆ)(ˆ)(ˆ	ˆ)(ˆ)(ˆ)(ˆ	NOUN
fcis-7986	27	11	11	11	NUM
fcis-7986	27	12			NOUN
fcis-7986	27	13	repeat	repeat	NOUN
fcis-7986	27	14	steps	step	NOUN
fcis-7986	27	15	2	2	NUM
fcis-7986	27	16	)	)	PUNCT
fcis-7986	27	17	to	to	ADP
fcis-7986	27	18	5	5	NUM
fcis-7986	27	19	)	)	PUNCT
fcis-7986	27	20	until	until	SCONJ
fcis-7986	27	21	the	the	DET
fcis-7986	27	22	iteration	iteration	NOUN
fcis-7986	27	23	stop	stop	VERB
fcis-7986	27	24	condition	condition	NOUN
fcis-7986	27	25	(	(	PUNCT
fcis-7986	27	26	−	−	PROPN
fcis-7986	27	27	+	+	CCONJ
fcis-7986	27	28	2	2	NUM
fcis-7986	27	29	2	2	NUM
fcis-7986	27	30	2	2	NUM
fcis-7986	27	31	2	2	NUM
fcis-7986	27	32	1	1	NUM
fcis-7986	27	33	ˆˆˆ	ˆˆˆ	NOUN
fcis-7986	27	34	n	n	NOUN
fcis-7986	27	35	k	k	PROPN
fcis-7986	27	36	k	k	PROPN
fcis-7986	28	1	n	n	CCONJ
fcis-7986	29	1	k	k	PROPN
fcis-7986	30	1	n	n	PROPN
fcis-7986	30	2	k	k	PROPN
fcis-7986	30	3	uuu	uuu	PROPN
fcis-7986	31	1	（	（	PUNCT
fcis-7986	31	2	0	0	PUNCT
fcis-7986	31	3	）	）	PUNCT
fcis-7986	31	4	)	)	PUNCT
fcis-7986	31	5	is	be	AUX
fcis-7986	31	6	met	meet	VERB
fcis-7986	31	7	,	,	PUNCT
fcis-7986	31	8	the	the	DET
fcis-7986	31	9	loop	loop	NOUN
fcis-7986	31	10	stops	stop	VERB
fcis-7986	31	11	,	,	PUNCT
fcis-7986	31	12	and	and	CCONJ
fcis-7986	31	13	k	k	PROPN
fcis-7986	31	14	intrinsic	intrinsic	ADJ
fcis-7986	31	15	mode	mode	NOUN
fcis-7986	31	16	components	component	NOUN
fcis-7986	31	17	are	be	AUX
fcis-7986	31	18	output	output	NOUN
fcis-7986	31	19	.	.	PUNCT
fcis-7986	32	1	2.2	2.2	NUM
fcis-7986	32	2	.	.	PUNCT
fcis-7986	32	3	number	number	NOUN
fcis-7986	32	4	of	of	ADP
fcis-7986	32	5	modal	modal	ADJ
fcis-7986	32	6	decompositions	decomposition	NOUN
fcis-7986	32	7	k	k	PROPN
fcis-7986	33	1	the	the	DET
fcis-7986	33	2	vmd	vmd	PROPN
fcis-7986	33	3	method	method	NOUN
fcis-7986	33	4	requires	require	VERB
fcis-7986	33	5	determining	determine	VERB
fcis-7986	33	6	the	the	DET
fcis-7986	33	7	number	number	NOUN
fcis-7986	33	8	of	of	ADP
fcis-7986	33	9	decompositions	decomposition	NOUN
fcis-7986	33	10	k	k	NOUN
fcis-7986	33	11	and	and	CCONJ
fcis-7986	33	12	penalty	penalty	NOUN
fcis-7986	33	13	factors	factor	NOUN
fcis-7986	33	14			X
fcis-7986	33	15	,	,	PUNCT
fcis-7986	33	16	determine	determine	VERB
fcis-7986	33	17	k	k	X
fcis-7986	33	18	by	by	ADP
fcis-7986	33	19	calculating	calculate	VERB
fcis-7986	33	20	the	the	DET
fcis-7986	33	21	correlation	correlation	NOUN
fcis-7986	33	22	coefficient	coefficient	NOUN
fcis-7986	33	23	.	.	PUNCT
fcis-7986	34	1	when	when	SCONJ
fcis-7986	34	2	k	k	PROPN
fcis-7986	34	3	66	66	NUM
fcis-7986	34	4	,	,	PUNCT
fcis-7986	34	5	the	the	DET
fcis-7986	34	6	two	two	NUM
fcis-7986	34	7	component	component	NOUN
fcis-7986	34	8	coefficients	coefficient	NOUN
fcis-7986	34	9	are	be	AUX
fcis-7986	34	10	similar	similar	ADJ
fcis-7986	34	11	,	,	PUNCT
fcis-7986	34	12	and	and	CCONJ
fcis-7986	34	13	k	k	PROPN
fcis-7986	34	14	65	65	NUM
fcis-7986	34	15	is	be	AUX
fcis-7986	34	16	chosen	choose	VERB
fcis-7986	34	17	as	as	ADP
fcis-7986	34	18	the	the	DET
fcis-7986	34	19	number	number	NOUN
fcis-7986	34	20	of	of	ADP
fcis-7986	34	21	decompositions	decomposition	NOUN
fcis-7986	34	22	.	.	PUNCT
fcis-7986	35	1	the	the	DET
fcis-7986	35	2	calculation	calculation	NOUN
fcis-7986	35	3	results	result	NOUN
fcis-7986	35	4	are	be	AUX
fcis-7986	35	5	shown	show	VERB
fcis-7986	35	6	in	in	ADP
fcis-7986	35	7	table	table	NOUN
fcis-7986	35	8	1	1	NUM
fcis-7986	35	9	.	.	PUNCT
fcis-7986	35	10	table	table	NOUN
fcis-7986	35	11	1	1	NUM
fcis-7986	35	12	.	.	PUNCT
fcis-7986	35	13	correlation	correlation	NOUN
fcis-7986	35	14	coefficients	coefficient	NOUN
fcis-7986	35	15	between	between	ADP
fcis-7986	35	16	different	different	ADJ
fcis-7986	35	17	components	component	NOUN
fcis-7986	35	18	and	and	CCONJ
fcis-7986	35	19	the	the	DET
fcis-7986	35	20	same	same	ADJ
fcis-7986	35	21	fault	fault	NOUN
fcis-7986	35	22	signal	signal	NOUN
fcis-7986	35	23	under	under	ADP
fcis-7986	35	24	different	different	ADJ
fcis-7986	35	25	k	k	PROPN
fcis-7986	35	26	values	value	NOUN
fcis-7986	35	27	k	k	PROPN
fcis-7986	35	28	correlation	correlation	NOUN
fcis-7986	35	29	coefficient	coefficient	NOUN
fcis-7986	35	30	between	between	ADP
fcis-7986	35	31	imf	imf	PROPN
fcis-7986	35	32	component	component	NOUN
fcis-7986	35	33	and	and	CCONJ
fcis-7986	35	34	original	original	ADJ
fcis-7986	35	35	signal	signal	NOUN
fcis-7986	35	36	ρ	ρ	PROPN
fcis-7986	35	37	ρ1	ρ1	NOUN
fcis-7986	35	38	ρ2	ρ2	PROPN
fcis-7986	35	39	ρ3	ρ3	NOUN
fcis-7986	35	40	ρ4	ρ4	ADP
fcis-7986	35	41	ρ5	ρ5	NOUN
fcis-7986	35	42	ρ6	ρ6	PROPN
fcis-7986	35	43	k	k	PROPN
fcis-7986	35	44	6	6	NUM
fcis-7986	35	45	2	2	NUM
fcis-7986	35	46	0.6467	0.6467	NUM
fcis-7986	35	47	0.5386	0.5386	NUM
fcis-7986	35	48	—	—	PUNCT
fcis-7986	35	49	—	—	PUNCT
fcis-7986	35	50	—	—	PUNCT
fcis-7986	35	51	—	—	PUNCT
fcis-7986	35	52	k	k	NOUN
fcis-7986	36	1	6	6	NUM
fcis-7986	36	2	3	3	NUM
fcis-7986	36	3	0.6451	0.6451	NUM
fcis-7986	36	4	0.5239	0.5239	NUM
fcis-7986	36	5	0.3405	0.3405	NUM
fcis-7986	36	6	—	—	PUNCT
fcis-7986	36	7	—	—	PUNCT
fcis-7986	36	8	—	—	PUNCT
fcis-7986	36	9	k	k	NOUN
fcis-7986	36	10	6	6	NUM
fcis-7986	36	11	4	4	NUM
fcis-7986	36	12	0.3342	0.3342	NUM
fcis-7986	36	13	0.6589	0.6589	NUM
fcis-7986	36	14	0.5117	0.5117	NUM
fcis-7986	36	15	0.4114	0.4114	NUM
fcis-7986	36	16	—	—	PUNCT
fcis-7986	36	17	—	—	PUNCT
fcis-7986	36	18	k	k	NOUN
fcis-7986	36	19	6	6	NUM
fcis-7986	36	20	5	5	NUM
fcis-7986	36	21	0.3325	0.3325	NUM
fcis-7986	36	22	0.6466	0.6466	NUM
fcis-7986	36	23	0.5126	0.5126	NUM
fcis-7986	36	24	0.4025	0.4025	NUM
fcis-7986	36	25	0.1763	0.1763	NUM
fcis-7986	36	26	—	—	PUNCT
fcis-7986	36	27	k	k	PROPN
fcis-7986	36	28	6	6	NUM
fcis-7986	36	29	6	6	NUM
fcis-7986	36	30	0.6534	0.6534	NUM
fcis-7986	36	31	0.5075	0.5075	NUM
fcis-7986	36	32	0.3321	0.3321	NUM
fcis-7986	36	33	0.3237	0.3237	NUM
fcis-7986	36	34	0.1788	0.1788	NUM
fcis-7986	36	35	0.1025	0.1025	NUM
fcis-7986	36	36	3	3	NUM
fcis-7986	36	37	.	.	PUNCT
fcis-7986	37	1	ls	ls	ADJ
fcis-7986	37	2	-	-	PUNCT
fcis-7986	37	3	svm	svm	ADJ
fcis-7986	37	4	principle	principle	NOUN
fcis-7986	37	5	lssvm	lssvm	NOUN
fcis-7986	37	6	converts	convert	VERB
fcis-7986	37	7	the	the	DET
fcis-7986	37	8	training	training	NOUN
fcis-7986	37	9	of	of	ADP
fcis-7986	37	10	svm	svm	NOUN
fcis-7986	37	11	into	into	ADP
fcis-7986	37	12	solving	solve	VERB
fcis-7986	37	13	a	a	DET
fcis-7986	37	14	system	system	NOUN
fcis-7986	37	15	of	of	ADP
fcis-7986	37	16	linear	linear	PROPN
fcis-7986	37	17	equations	equation	NOUN
fcis-7986	37	18	,	,	PUNCT
fcis-7986	37	19	and	and	CCONJ
fcis-7986	37	20	the	the	DET
fcis-7986	37	21	specific	specific	ADJ
fcis-7986	37	22	steps	step	NOUN
fcis-7986	37	23	are	be	AUX
fcis-7986	37	24	as	as	SCONJ
fcis-7986	37	25	follows	follow	VERB
fcis-7986	37	26	:	:	PUNCT
fcis-7986	37	27	)	)	PUNCT
fcis-7986	37	28	(	(	PUNCT
fcis-7986	37	29	tak	tak	NOUN
fcis-7986	37	30	)	)	PUNCT
fcis-7986	37	31	(	(	PUNCT
fcis-7986	37	32	tuk	tuk	NOUN
fcis-7986	37	33	)	)	PUNCT
fcis-7986	37	34	(	(	PUNCT
fcis-7986	37	35	tk	tk	ADV
fcis-7986	37	36	)	)	PUNCT
fcis-7986	37	37	(	(	PUNCT
fcis-7986	37	38	tuk	tuk	NOUN
fcis-7986	37	39	)	)	PUNCT
fcis-7986	37	40	(	(	PUNCT
fcis-7986	37	41	tk	tk	NOUN
fcis-7986	37	42	1	1	NUM
fcis-7986	37	43	1+=	1+=	NUM
fcis-7986	37	44	nn	nn	SYM
fcis-7986	37	45	20	20	NUM
fcis-7986	37	46	bxwxf	bxwxf	NOUN
fcis-7986	37	47	t	t	PROPN
fcis-7986	37	48	+	+	NOUN
fcis-7986	37	49	=	=	NOUN
fcis-7986	37	50	)	)	PUNCT
fcis-7986	37	51	(	(	PUNCT
fcis-7986	37	52	)	)	PUNCT
fcis-7986	37	53	(	(	PUNCT
fcis-7986	37	54			ADP
fcis-7986	37	55	the	the	DET
fcis-7986	37	56	optimization	optimization	NOUN
fcis-7986	37	57	problem	problem	NOUN
fcis-7986	37	58	of	of	ADP
fcis-7986	37	59	ls	ls	ADJ
fcis-7986	37	60	-	-	PUNCT
fcis-7986	37	61	svm	svm	NOUN
fcis-7986	37	62	can	can	AUX
fcis-7986	37	63	be	be	AUX
fcis-7986	37	64	changed	change	VERB
fcis-7986	37	65	to	to	ADP
fcis-7986	37	66	:	:	PUNCT
fcis-7986	37	67			NUM
fcis-7986	37	68			PROPN
fcis-7986	37	69			NUM
fcis-7986	37	70			NUM
fcis-7986	37	71			ADP
fcis-7986	38	1	=	=	PUNCT
fcis-7986	39	1	+	+	ADJ
fcis-7986	39	2	+	+	NOUN
fcis-7986	39	3	=	=	ADJ
fcis-7986	39	4	+	+	NOUN
fcis-7986	39	5	=	=	NOUN
fcis-7986	39	6			X
fcis-7986	39	7	=	=	SYM
fcis-7986	39	8	niebxwy	niebxwy	PROPN
fcis-7986	39	9	ewwewj	ewwewj	PROPN
fcis-7986	39	10	ii	ii	PROPN
fcis-7986	39	11	t	t	PROPN
fcis-7986	40	1	i	i	PRON
fcis-7986	40	2	n	n	CCONJ
fcis-7986	41	1	i	i	PRON
fcis-7986	42	1	i	i	PRON
fcis-7986	42	2	t	t	VERB
fcis-7986	42	3	,2,1,)(.t.s	,2,1,)(.t.s	PROPN
fcis-7986	42	4	2	2	NUM
fcis-7986	42	5	1	1	NUM
fcis-7986	42	6	2	2	NUM
fcis-7986	42	7	1	1	NUM
fcis-7986	42	8	)	)	PUNCT
fcis-7986	42	9	,	,	PUNCT
fcis-7986	42	10	(	(	PUNCT
fcis-7986	42	11	min	min	NOUN
fcis-7986	42	12	1	1	NUM
fcis-7986	42	13	2	2	NUM
fcis-7986	42	14			PROPN
fcis-7986	42	15			NUM
fcis-7986	42	16	from	from	ADP
fcis-7986	42	17	the	the	DET
fcis-7986	42	18	lagrange	lagrange	NOUN
fcis-7986	42	19	function	function	NOUN
fcis-7986	42	20	and	and	CCONJ
fcis-7986	42	21	kkt	kkt	PROPN
fcis-7986	42	22	condition	condition	NOUN
fcis-7986	42	23	,	,	PUNCT
fcis-7986	42	24	it	it	PRON
fcis-7986	42	25	can	can	AUX
fcis-7986	42	26	be	be	AUX
fcis-7986	42	27	seen	see	VERB
fcis-7986	42	28	that	that	SCONJ
fcis-7986	42	29	:	:	PUNCT
fcis-7986	42	30			PROPN
fcis-7986	42	31			PROPN
fcis-7986	42	32			X
fcis-7986	42	33			NOUN
fcis-7986	42	34			VERB
fcis-7986	42	35			PROPN
fcis-7986	42	36	=	=	PROPN
fcis-7986	42	37			PROPN
fcis-7986	42	38			PROPN
fcis-7986	42	39			X
fcis-7986	42	40			NOUN
fcis-7986	42	41			VERB
fcis-7986	42	42			PROPN
fcis-7986	42	43			NOUN
fcis-7986	42	44			PROPN
fcis-7986	42	45			PROPN
fcis-7986	42	46			X
fcis-7986	42	47			NOUN
fcis-7986	42	48			X
fcis-7986	42	49			VERB
fcis-7986	42	50			PROPN
fcis-7986	42	51	+	+	NOUN
fcis-7986	42	52			PROPN
fcis-7986	42	53	−	−	PROPN
fcis-7986	42	54	y	y	PROPN
fcis-7986	42	55	b	b	PROPN
fcis-7986	42	56	in	in	ADP
fcis-7986	42	57	t	t	PROPN
fcis-7986	42	58	n	n	PROPN
fcis-7986	42	59	0	0	NUM
fcis-7986	42	60	1	1	NUM
fcis-7986	42	61	10	10	NUM
fcis-7986	42	62	1	1	NUM
fcis-7986	42	63			ADP
fcis-7986	42	64	where	where	SCONJ
fcis-7986	42	65	]	]	SYM
fcis-7986	42	66	1,,1,1[1	1,,1,1[1	NUM
fcis-7986	42	67	=n	=n	NOUN
fcis-7986	42	68	,	,	PUNCT
fcis-7986	42	69	]	]	X
fcis-7986	42	70	,	,	PUNCT
fcis-7986	42	71	,	,	PUNCT
fcis-7986	42	72	,	,	PUNCT
fcis-7986	42	73	[	[	PUNCT
fcis-7986	42	74	21	21	NUM
fcis-7986	42	75	nyyyy	nyyyy	NOUN
fcis-7986	42	76	=	=	PROPN
fcis-7986	42	77	,	,	PUNCT
fcis-7986	42	78	]	]	X
fcis-7986	42	79	,	,	PUNCT
fcis-7986	42	80	,	,	PUNCT
fcis-7986	42	81	,	,	PUNCT
fcis-7986	42	82	[	[	PUNCT
fcis-7986	42	83	21	21	NUM
fcis-7986	42	84	n	n	NUM
fcis-7986	42	85	=	=	NUM
fcis-7986	42	86	are	be	AUX
fcis-7986	42	87	lagrange	lagrange	NOUN
fcis-7986	42	88	multiplier	multiplier	ADV
fcis-7986	42	89	,	,	PUNCT
fcis-7986	42	90	and	and	CCONJ
fcis-7986	42	91	i	i	PRON
fcis-7986	42	92	is	be	AUX
fcis-7986	42	93	a	a	DET
fcis-7986	42	94	nn	nn	ADJ
fcis-7986	42	95	matrix	matrix	NOUN
fcis-7986	42	96	of	of	ADP
fcis-7986	42	97	order	order	NOUN
fcis-7986	42	98	:	:	PUNCT
fcis-7986	42	99	njixx	njixx	PROPN
fcis-7986	42	100	j	j	PROPN
fcis-7986	42	101	t	t	PROPN
fcis-7986	42	102	iij	iij	PROPN
fcis-7986	42	103	,2,1	,2,1	PROPN
fcis-7986	42	104	)	)	PUNCT
fcis-7986	42	105	,	,	PUNCT
fcis-7986	42	106	(	(	PUNCT
fcis-7986	42	107	)	)	PUNCT
fcis-7986	42	108	(	(	PUNCT
fcis-7986	42	109	=	=	NOUN
fcis-7986	42	110	=	=	NOUN
fcis-7986	42	111			PROPN
fcis-7986	42	112	、	、	NOUN
fcis-7986	42	113			PROPN
fcis-7986	42	114	.	.	PUNCT
fcis-7986	43	1	according	accord	VERB
fcis-7986	43	2	to	to	ADP
fcis-7986	43	3	the	the	DET
fcis-7986	43	4	mercer	mercer	NOUN
fcis-7986	43	5	condition	condition	NOUN
fcis-7986	43	6	,	,	PUNCT
fcis-7986	43	7	)	)	PUNCT
fcis-7986	43	8	(	(	PUNCT
fcis-7986	43	9	)	)	PUNCT
fcis-7986	43	10	(	(	PUNCT
fcis-7986	43	11	)	)	PUNCT
fcis-7986	43	12	,	,	PUNCT
fcis-7986	43	13	(	(	PUNCT
fcis-7986	43	14	j	j	PROPN
fcis-7986	43	15	t	t	PROPN
fcis-7986	43	16	iji	iji	PROPN
fcis-7986	43	17	xxxxk	xxxxk	PROPN
fcis-7986	43	18	=	=	VERB
fcis-7986	43	19	therefore	therefore	ADV
fcis-7986	43	20	,	,	PUNCT
fcis-7986	43	21	the	the	DET
fcis-7986	43	22	optimal	optimal	ADJ
fcis-7986	43	23	decision	decision	NOUN
fcis-7986	43	24	function	function	NOUN
fcis-7986	43	25	is	be	AUX
fcis-7986	43	26	:	:	PUNCT
fcis-7986	43	27	bxxkxf	bxxkxf	ADP
fcis-7986	43	28	n	n	CCONJ
fcis-7986	43	29	i	i	PRON
fcis-7986	43	30	ii	ii	VERB
fcis-7986	44	1	+	+	NOUN
fcis-7986	44	2	=	=	ADJ
fcis-7986	44	3			X
fcis-7986	44	4	=	=	SYM
fcis-7986	44	5	1	1	NUM
fcis-7986	44	6	)	)	PUNCT
fcis-7986	44	7	,	,	PUNCT
fcis-7986	44	8	(	(	PUNCT
fcis-7986	44	9	)	)	PUNCT
fcis-7986	44	10	(	(	PUNCT
fcis-7986	44	11			X
fcis-7986	44	12	4	4	NUM
fcis-7986	44	13	.	.	PUNCT
fcis-7986	44	14	experimental	experimental	ADJ
fcis-7986	44	15	verification	verification	NOUN
fcis-7986	44	16	the	the	DET
fcis-7986	44	17	method	method	NOUN
fcis-7986	44	18	was	be	AUX
fcis-7986	44	19	validated	validate	VERB
fcis-7986	44	20	using	use	VERB
fcis-7986	44	21	standard	standard	ADJ
fcis-7986	44	22	rolling	rolling	ADJ
fcis-7986	44	23	bearing	bearing	NOUN
fcis-7986	44	24	fault	fault	NOUN
fcis-7986	44	25	data	datum	NOUN
fcis-7986	44	26	from	from	ADP
fcis-7986	44	27	case	case	NOUN
fcis-7986	44	28	university	university	NOUN
fcis-7986	44	29	,	,	PUNCT
fcis-7986	44	30	western	western	PROPN
fcis-7986	44	31	reserve	reserve	PROPN
fcis-7986	44	32	,	,	PUNCT
fcis-7986	44	33	usa	usa	PROPN
fcis-7986	44	34	.	.	PROPN
fcis-7986	44	35	perform	perform	VERB
fcis-7986	44	36	vmd	vmd	NOUN
fcis-7986	44	37	decomposition	decomposition	NOUN
fcis-7986	44	38	on	on	ADP
fcis-7986	44	39	rolling	rolling	ADJ
fcis-7986	44	40	bearing	bearing	NOUN
fcis-7986	44	41	signals	signal	NOUN
fcis-7986	44	42	under	under	ADP
fcis-7986	44	43	different	different	ADJ
fcis-7986	44	44	states	state	NOUN
fcis-7986	44	45	,	,	PUNCT
fcis-7986	44	46	and	and	CCONJ
fcis-7986	44	47	calculate	calculate	VERB
fcis-7986	44	48	their	their	PRON
fcis-7986	44	49	kurtosis	kurtosis	NOUN
fcis-7986	44	50	values	value	NOUN
fcis-7986	44	51	.	.	PUNCT
fcis-7986	45	1	select	select	VERB
fcis-7986	45	2	the	the	DET
fcis-7986	45	3	imf	imf	PROPN
fcis-7986	45	4	component	component	NOUN
fcis-7986	45	5	with	with	ADP
fcis-7986	45	6	higher	high	ADJ
fcis-7986	45	7	kurtosis	kurtosis	NOUN
fcis-7986	45	8	values	value	NOUN
fcis-7986	45	9	as	as	ADP
fcis-7986	45	10	the	the	DET
fcis-7986	45	11	fault	fault	NOUN
fcis-7986	45	12	feature	feature	VERB
fcis-7986	45	13	sensitive	sensitive	ADJ
fcis-7986	45	14	component	component	NOUN
fcis-7986	45	15	.	.	PUNCT
fcis-7986	46	1	the	the	DET
fcis-7986	46	2	results	result	NOUN
fcis-7986	46	3	are	be	AUX
fcis-7986	46	4	shown	show	VERB
fcis-7986	46	5	in	in	ADP
fcis-7986	46	6	table	table	NOUN
fcis-7986	46	7	2	2	NUM
fcis-7986	46	8	.	.	PUNCT
fcis-7986	46	9	table	table	NOUN
fcis-7986	46	10	2	2	NUM
fcis-7986	46	11	.	.	PUNCT
fcis-7986	46	12	imf	imf	PROPN
fcis-7986	46	13	component	component	NOUN
fcis-7986	46	14	kurtosis	kurtosis	VERB
fcis-7986	46	15	values	value	NOUN
fcis-7986	46	16	under	under	ADP
fcis-7986	46	17	different	different	ADJ
fcis-7986	46	18	operating	operating	NOUN
fcis-7986	46	19	conditions	condition	NOUN
fcis-7986	46	20	working	work	VERB
fcis-7986	46	21	condition	condition	NOUN
fcis-7986	46	22	imf	imf	PROPN
fcis-7986	46	23	component	component	NOUN
fcis-7986	47	1	imf1	imf1	PROPN
fcis-7986	47	2	imf2	imf2	VERB
fcis-7986	47	3	imf3	imf3	PROPN
fcis-7986	47	4	imf4	imf4	PROPN
fcis-7986	47	5	imf5	imf5	PROPN
fcis-7986	47	6	normal	normal	ADJ
fcis-7986	47	7	3.2811	3.2811	NUM
fcis-7986	47	8	2.3121	2.3121	NUM
fcis-7986	47	9	1.6557	1.6557	NUM
fcis-7986	47	10	3.1221	3.1221	NUM
fcis-7986	47	11	3.0812	3.0812	NUM
fcis-7986	47	12	inner	inner	ADJ
fcis-7986	47	13	ring	ring	NOUN
fcis-7986	47	14	3.1225	3.1225	NUM
fcis-7986	47	15	5.1466	5.1466	NUM
fcis-7986	47	16	6.6875	6.6875	NUM
fcis-7986	47	17	2.9567	2.9567	NUM
fcis-7986	47	18	5.0866	5.0866	NUM
fcis-7986	47	19	outer	outer	ADJ
fcis-7986	47	20	ring	ring	NOUN
fcis-7986	47	21	3.7756	3.7756	NUM
fcis-7986	47	22	4.0598	4.0598	NUM
fcis-7986	47	23	4.0569	4.0569	NUM
fcis-7986	47	24	1.7589	1.7589	NUM
fcis-7986	47	25	1.8687	1.8687	NUM
fcis-7986	47	26	rolling	rolling	NOUN
fcis-7986	47	27	element	element	NOUN
fcis-7986	47	28	2.5587	2.5587	NUM
fcis-7986	47	29	4.5781	4.5781	NUM
fcis-7986	47	30	8.5413	8.5413	NUM
fcis-7986	47	31	1.2569	1.2569	NUM
fcis-7986	47	32	10.5268	10.5268	NUM
fcis-7986	47	33	the	the	DET
fcis-7986	47	34	high	high	ADJ
fcis-7986	47	35	kurtosis	kurtosis	NOUN
fcis-7986	47	36	value	value	NOUN
fcis-7986	47	37	indicates	indicate	VERB
fcis-7986	47	38	that	that	SCONJ
fcis-7986	47	39	the	the	DET
fcis-7986	47	40	vibration	vibration	NOUN
fcis-7986	47	41	impact	impact	NOUN
fcis-7986	47	42	of	of	ADP
fcis-7986	47	43	the	the	DET
fcis-7986	47	44	imf	imf	PROPN
fcis-7986	47	45	component	component	NOUN
fcis-7986	47	46	is	be	AUX
fcis-7986	47	47	more	more	ADV
fcis-7986	47	48	obvious	obvious	ADJ
fcis-7986	47	49	.	.	PUNCT
fcis-7986	48	1	three	three	NUM
fcis-7986	48	2	sensitive	sensitive	ADJ
fcis-7986	48	3	imf	imf	PROPN
fcis-7986	48	4	components	component	NOUN
fcis-7986	48	5	under	under	ADP
fcis-7986	48	6	different	different	ADJ
fcis-7986	48	7	working	work	VERB
fcis-7986	48	8	conditions	condition	NOUN
fcis-7986	48	9	are	be	AUX
fcis-7986	48	10	selected	select	VERB
fcis-7986	48	11	to	to	PART
fcis-7986	48	12	calculate	calculate	VERB
fcis-7986	48	13	four	four	NUM
fcis-7986	48	14	entropy	entropy	NOUN
fcis-7986	48	15	values	value	NOUN
fcis-7986	48	16	,	,	PUNCT
fcis-7986	48	17	as	as	SCONJ
fcis-7986	48	18	shown	show	VERB
fcis-7986	48	19	in	in	ADP
fcis-7986	48	20	table	table	NOUN
fcis-7986	48	21	3	3	NUM
fcis-7986	48	22	.	.	PUNCT
fcis-7986	48	23	table	table	NOUN
fcis-7986	48	24	3	3	NUM
fcis-7986	48	25	.	.	PUNCT
fcis-7986	48	26	characteristic	characteristic	ADJ
fcis-7986	48	27	parameters	parameter	NOUN
fcis-7986	48	28	of	of	ADP
fcis-7986	48	29	dynamic	dynamic	ADJ
fcis-7986	48	30	bearing	bearing	NOUN
fcis-7986	48	31	vibration	vibration	NOUN
fcis-7986	48	32	signals	signal	NOUN
fcis-7986	48	33	under	under	ADP
fcis-7986	48	34	different	different	ADJ
fcis-7986	48	35	working	work	VERB
fcis-7986	48	36	conditions	condition	NOUN
fcis-7986	48	37	working	work	VERB
fcis-7986	48	38	condition	condition	NOUN
fcis-7986	48	39	characteristic	characteristic	ADJ
fcis-7986	48	40	parameter	parameter	NOUN
fcis-7986	48	41	hen	hen	PROPN
fcis-7986	48	42	hs	hs	PROPN
fcis-7986	48	43	hf	hf	PROPN
fcis-7986	48	44	pe1	pe1	PROPN
fcis-7986	48	45	pe2	pe2	PROPN
fcis-7986	48	46	pe3	pe3	NOUN
fcis-7986	48	47	normal	normal	ADJ
fcis-7986	48	48	0.0486	0.0486	NUM
fcis-7986	48	49	0.0596	0.0596	NUM
fcis-7986	48	50	0.4786	0.4786	NUM
fcis-7986	48	51	1.4523	1.4523	NUM
fcis-7986	48	52	3.7456	3.7456	NUM
fcis-7986	48	53	3.5236	3.5236	NUM
fcis-7986	48	54	inner	inner	ADJ
fcis-7986	48	55	ring	ring	NOUN
fcis-7986	48	56	fault	fault	VERB
fcis-7986	48	57	0.9620	0.9620	NUM
fcis-7986	48	58	0.3885	0.3885	NUM
fcis-7986	48	59	1.0678	1.0678	NUM
fcis-7986	48	60	2.8056	2.8056	NUM
fcis-7986	48	61	4.6986	4.6986	NUM
fcis-7986	48	62	4.2567	4.2567	NUM
fcis-7986	48	63	outer	outer	ADJ
fcis-7986	48	64	ring	ring	NOUN
fcis-7986	48	65	fault	fault	NOUN
fcis-7986	48	66	0.9896	0.9896	NUM
fcis-7986	48	67	0.4756	0.4756	NUM
fcis-7986	48	68	1.3658	1.3658	NUM
fcis-7986	48	69	3.0756	3.0756	NUM
fcis-7986	48	70	2.8697	2.8697	NUM
fcis-7986	48	71	4.5697	4.5697	NUM
fcis-7986	48	72	rolling	rolling	ADJ
fcis-7986	48	73	element	element	NOUN
fcis-7986	48	74	fault	fault	NOUN
fcis-7986	48	75	1.0869	1.0869	NUM
fcis-7986	48	76	0.6855	0.6855	NUM
fcis-7986	48	77	1.3857	1.3857	NUM
fcis-7986	49	1	2.7569	2.7569	NUM
fcis-7986	49	2	4.3689	4.3689	NUM
fcis-7986	49	3	3.8559	3.8559	NUM
fcis-7986	49	4	select	select	ADJ
fcis-7986	49	5	30	30	NUM
fcis-7986	49	6	sets	set	NOUN
fcis-7986	49	7	of	of	ADP
fcis-7986	49	8	rolling	rolling	ADJ
fcis-7986	49	9	bearing	bearing	NOUN
fcis-7986	49	10	signals	signal	NOUN
fcis-7986	49	11	under	under	ADP
fcis-7986	49	12	different	different	ADJ
fcis-7986	49	13	states	state	NOUN
fcis-7986	49	14	for	for	ADP
fcis-7986	49	15	fault	fault	NOUN
fcis-7986	49	16	diagnosis	diagnosis	NOUN
fcis-7986	49	17	.	.	PUNCT
fcis-7986	50	1	select	select	ADJ
fcis-7986	50	2	20	20	NUM
fcis-7986	50	3	sets	set	NOUN
fcis-7986	50	4	of	of	ADP
fcis-7986	50	5	signal	signal	ADJ
fcis-7986	50	6	feature	feature	NOUN
fcis-7986	50	7	vectors	vector	NOUN
fcis-7986	50	8	from	from	ADP
fcis-7986	50	9	each	each	DET
fcis-7986	50	10	state	state	NOUN
fcis-7986	50	11	as	as	ADP
fcis-7986	50	12	training	training	NOUN
fcis-7986	50	13	samples	sample	NOUN
fcis-7986	50	14	for	for	ADP
fcis-7986	50	15	ls	ls	ADJ
fcis-7986	50	16	-	-	PUNCT
fcis-7986	50	17	svm	svm	ADJ
fcis-7986	50	18	,	,	PUNCT
fcis-7986	50	19	and	and	CCONJ
fcis-7986	50	20	the	the	DET
fcis-7986	50	21	remaining	remain	VERB
fcis-7986	50	22	10	10	NUM
fcis-7986	50	23	sets	set	NOUN
fcis-7986	50	24	as	as	ADP
fcis-7986	50	25	test	test	NOUN
fcis-7986	50	26	samples	sample	NOUN
fcis-7986	50	27	.	.	PUNCT
fcis-7986	51	1	the	the	DET
fcis-7986	51	2	recognition	recognition	NOUN
fcis-7986	51	3	results	result	NOUN
fcis-7986	51	4	are	be	AUX
fcis-7986	51	5	shown	show	VERB
fcis-7986	51	6	in	in	ADP
fcis-7986	51	7	table	table	NOUN
fcis-7986	51	8	4	4	NUM
fcis-7986	51	9	.	.	PUNCT
fcis-7986	51	10	table	table	NOUN
fcis-7986	51	11	4	4	NUM
fcis-7986	51	12	.	.	X
fcis-7986	52	1	rolling	roll	VERB
fcis-7986	52	2	bearing	bear	VERB
fcis-7986	52	3	fault	fault	NOUN
fcis-7986	52	4	diagnosis	diagnosis	NOUN
fcis-7986	52	5	results	result	NOUN
fcis-7986	52	6	based	base	VERB
fcis-7986	52	7	on	on	ADP
fcis-7986	52	8	vmd	vmd	PROPN
fcis-7986	52	9	feature	feature	NOUN
fcis-7986	52	10	fusion	fusion	NOUN
fcis-7986	52	11	working	work	VERB
fcis-7986	52	12	condition	condition	NOUN
fcis-7986	52	13	ls	ls	ADJ
fcis-7986	52	14	-	-	PUNCT
fcis-7986	52	15	svm	svm	ADJ
fcis-7986	52	16	recognition	recognition	NOUN
fcis-7986	52	17	results	result	VERB
fcis-7986	52	18	recognition	recognition	NOUN
fcis-7986	52	19	rate	rate	NOUN
fcis-7986	52	20	overall	overall	ADJ
fcis-7986	52	21	recognition	recognition	NOUN
fcis-7986	52	22	rate	rate	NOUN
fcis-7986	52	23	normal	normal	ADJ
fcis-7986	52	24	1	1	NUM
fcis-7986	52	25	1	1	NUM
fcis-7986	52	26	1	1	NUM
fcis-7986	52	27	1	1	NUM
fcis-7986	52	28	1	1	NUM
fcis-7986	52	29	1	1	NUM
fcis-7986	52	30	1	1	NUM
fcis-7986	52	31	1	1	NUM
fcis-7986	52	32	1	1	NUM
fcis-7986	52	33	1	1	NUM
fcis-7986	52	34	100	100	NUM
fcis-7986	52	35	%	%	NOUN
fcis-7986	52	36	100	100	NUM
fcis-7986	52	37	%	%	NOUN
fcis-7986	52	38	inner	inner	ADJ
fcis-7986	52	39	ring	ring	NOUN
fcis-7986	52	40	fault	fault	NOUN
fcis-7986	52	41	2	2	NUM
fcis-7986	52	42	2	2	NUM
fcis-7986	52	43	2	2	NUM
fcis-7986	52	44	2	2	NUM
fcis-7986	52	45	2	2	NUM
fcis-7986	52	46	2	2	NUM
fcis-7986	52	47	2	2	NUM
fcis-7986	52	48	2	2	NUM
fcis-7986	52	49	2	2	NUM
fcis-7986	52	50	2	2	NUM
fcis-7986	52	51	100	100	NUM
fcis-7986	52	52	%	%	NOUN
fcis-7986	52	53	outer	outer	ADJ
fcis-7986	52	54	ring	ring	NOUN
fcis-7986	52	55	fault	fault	NOUN
fcis-7986	52	56	3	3	NUM
fcis-7986	52	57	3	3	NUM
fcis-7986	52	58	3	3	NUM
fcis-7986	52	59	3	3	NUM
fcis-7986	52	60	3	3	NUM
fcis-7986	52	61	3	3	NUM
fcis-7986	52	62	3	3	NUM
fcis-7986	52	63	3	3	NUM
fcis-7986	52	64	3	3	NUM
fcis-7986	52	65	3	3	NUM
fcis-7986	52	66	100	100	NUM
fcis-7986	52	67	%	%	NOUN
fcis-7986	52	68	rolling	rolling	NOUN
fcis-7986	52	69	element	element	NOUN
fcis-7986	52	70	fault	fault	NOUN
fcis-7986	52	71	4	4	NUM
fcis-7986	52	72	4	4	NUM
fcis-7986	52	73	4	4	NUM
fcis-7986	52	74	4	4	NUM
fcis-7986	52	75	4	4	NUM
fcis-7986	52	76	4	4	NUM
fcis-7986	52	77	4	4	NUM
fcis-7986	52	78	4	4	NUM
fcis-7986	52	79	4	4	NUM
fcis-7986	52	80	4	4	NUM
fcis-7986	52	81	100	100	NUM
fcis-7986	52	82	%	%	NOUN
fcis-7986	52	83	to	to	PART
fcis-7986	52	84	demonstrate	demonstrate	VERB
fcis-7986	52	85	the	the	DET
fcis-7986	52	86	effectiveness	effectiveness	NOUN
fcis-7986	52	87	of	of	ADP
fcis-7986	52	88	the	the	DET
fcis-7986	52	89	vmd	vmd	PROPN
fcis-7986	52	90	method	method	NOUN
fcis-7986	52	91	,	,	PUNCT
fcis-7986	52	92	a	a	DET
fcis-7986	52	93	rolling	rolling	ADJ
fcis-7986	52	94	bearing	bear	VERB
fcis-7986	52	95	fault	fault	NOUN
fcis-7986	52	96	diagnosis	diagnosis	NOUN
fcis-7986	52	97	method	method	NOUN
fcis-7986	52	98	based	base	VERB
fcis-7986	52	99	on	on	ADP
fcis-7986	52	100	eemd	eemd	PROPN
fcis-7986	52	101	feature	feature	NOUN
fcis-7986	52	102	fusion	fusion	NOUN
fcis-7986	52	103	was	be	AUX
fcis-7986	52	104	adopted	adopt	VERB
fcis-7986	52	105	.	.	PUNCT
fcis-7986	53	1	the	the	DET
fcis-7986	53	2	results	result	NOUN
fcis-7986	53	3	are	be	AUX
fcis-7986	53	4	shown	show	VERB
fcis-7986	53	5	in	in	ADP
fcis-7986	53	6	table	table	NOUN
fcis-7986	53	7	5	5	NUM
fcis-7986	53	8	.	.	PUNCT
fcis-7986	53	9	table	table	NOUN
fcis-7986	53	10	5	5	NUM
fcis-7986	53	11	.	.	X
fcis-7986	54	1	rolling	roll	VERB
fcis-7986	54	2	bearing	bear	VERB
fcis-7986	54	3	fault	fault	NOUN
fcis-7986	54	4	diagnosis	diagnosis	NOUN
fcis-7986	54	5	results	result	NOUN
fcis-7986	54	6	based	base	VERB
fcis-7986	54	7	on	on	ADP
fcis-7986	54	8	eemd	eemd	PROPN
fcis-7986	54	9	feature	feature	NOUN
fcis-7986	54	10	fusion	fusion	NOUN
fcis-7986	54	11	working	work	VERB
fcis-7986	54	12	condition	condition	NOUN
fcis-7986	54	13	ls	ls	ADJ
fcis-7986	54	14	-	-	PUNCT
fcis-7986	54	15	svm	svm	ADJ
fcis-7986	54	16	recognition	recognition	NOUN
fcis-7986	54	17	results	result	VERB
fcis-7986	54	18	recognition	recognition	NOUN
fcis-7986	54	19	rate	rate	NOUN
fcis-7986	54	20	overall	overall	ADJ
fcis-7986	54	21	recognition	recognition	NOUN
fcis-7986	54	22	rate	rate	NOUN
fcis-7986	54	23	normal	normal	ADJ
fcis-7986	54	24	1	1	NUM
fcis-7986	54	25	1	1	NUM
fcis-7986	54	26	1	1	NUM
fcis-7986	54	27	1	1	NUM
fcis-7986	54	28	1	1	NUM
fcis-7986	54	29	1	1	NUM
fcis-7986	54	30	1	1	NUM
fcis-7986	54	31	1	1	NUM
fcis-7986	54	32	1	1	NUM
fcis-7986	54	33	1	1	NUM
fcis-7986	54	34	100	100	NUM
fcis-7986	54	35	%	%	NOUN
fcis-7986	54	36	85	85	NUM
fcis-7986	54	37	%	%	NOUN
fcis-7986	54	38	inner	inner	ADJ
fcis-7986	54	39	ring	ring	NOUN
fcis-7986	54	40	fault	fault	NOUN
fcis-7986	54	41	2	2	NUM
fcis-7986	54	42	4	4	NUM
fcis-7986	54	43	4	4	NUM
fcis-7986	54	44	2	2	NUM
fcis-7986	54	45	2	2	NUM
fcis-7986	54	46	2	2	NUM
fcis-7986	54	47	4	4	NUM
fcis-7986	54	48	2	2	NUM
fcis-7986	54	49	2	2	NUM
fcis-7986	54	50	2	2	NUM
fcis-7986	54	51	70	70	NUM
fcis-7986	54	52	%	%	NOUN
fcis-7986	54	53	outer	outer	ADJ
fcis-7986	54	54	ring	ring	NOUN
fcis-7986	54	55	fault	fault	NOUN
fcis-7986	54	56	3	3	NUM
fcis-7986	54	57	3	3	NUM
fcis-7986	54	58	3	3	NUM
fcis-7986	54	59	4	4	NUM
fcis-7986	54	60	3	3	NUM
fcis-7986	54	61	3	3	NUM
fcis-7986	54	62	3	3	NUM
fcis-7986	54	63	4	4	NUM
fcis-7986	54	64	3	3	NUM
fcis-7986	54	65	3	3	NUM
fcis-7986	54	66	80	80	NUM
fcis-7986	54	67	%	%	NOUN
fcis-7986	54	68	rolling	rolling	NOUN
fcis-7986	54	69	element	element	NOUN
fcis-7986	54	70	fault	fault	NOUN
fcis-7986	54	71	4	4	NUM
fcis-7986	54	72	4	4	NUM
fcis-7986	54	73	4	4	NUM
fcis-7986	54	74	4	4	NUM
fcis-7986	54	75	4	4	NUM
fcis-7986	54	76	4	4	NUM
fcis-7986	54	77	4	4	NUM
fcis-7986	54	78	4	4	NUM
fcis-7986	54	79	4	4	NUM
fcis-7986	54	80	2	2	NUM
fcis-7986	54	81	90	90	NUM
fcis-7986	54	82	%	%	NOUN
fcis-7986	54	83	5	5	NUM
fcis-7986	54	84	.	.	PUNCT
fcis-7986	55	1	conclusion	conclusion	NOUN
fcis-7986	55	2	the	the	DET
fcis-7986	55	3	vmd	vmd	PROPN
fcis-7986	55	4	feature	feature	NOUN
fcis-7986	55	5	fusion	fusion	NOUN
fcis-7986	55	6	method	method	NOUN
fcis-7986	55	7	proposed	propose	VERB
fcis-7986	55	8	in	in	ADP
fcis-7986	55	9	this	this	DET
fcis-7986	55	10	article	article	NOUN
fcis-7986	55	11	can	can	AUX
fcis-7986	55	12	effectively	effectively	ADV
fcis-7986	55	13	diagnose	diagnose	VERB
fcis-7986	55	14	rolling	rolling	NOUN
fcis-7986	55	15	bearing	bear	VERB
fcis-7986	55	16	fault	fault	NOUN
fcis-7986	55	17	signals	signal	NOUN
fcis-7986	55	18	under	under	ADP
fcis-7986	55	19	different	different	ADJ
fcis-7986	55	20	working	work	VERB
fcis-7986	55	21	conditions	condition	NOUN
fcis-7986	55	22	,	,	PUNCT
fcis-7986	55	23	and	and	CCONJ
fcis-7986	55	24	the	the	DET
fcis-7986	55	25	diagnostic	diagnostic	ADJ
fcis-7986	55	26	accuracy	accuracy	NOUN
fcis-7986	55	27	is	be	AUX
fcis-7986	55	28	better	well	ADJ
fcis-7986	55	29	than	than	ADP
fcis-7986	55	30	the	the	DET
fcis-7986	55	31	eemd	eemd	PROPN
fcis-7986	55	32	method	method	NOUN
fcis-7986	55	33	.	.	PUNCT
fcis-7986	56	1	the	the	DET
fcis-7986	56	2	kurtosis	kurtosis	NOUN
fcis-7986	56	3	value	value	NOUN
fcis-7986	56	4	can	can	AUX
fcis-7986	56	5	reflect	reflect	VERB
fcis-7986	56	6	21	21	NUM
fcis-7986	56	7	the	the	DET
fcis-7986	56	8	impact	impact	NOUN
fcis-7986	56	9	of	of	ADP
fcis-7986	56	10	vibration	vibration	NOUN
fcis-7986	56	11	signals	signal	NOUN
fcis-7986	56	12	.	.	PUNCT
fcis-7986	57	1	by	by	ADP
fcis-7986	57	2	calculating	calculate	VERB
fcis-7986	57	3	kurtosis	kurtosis	NOUN
fcis-7986	57	4	,	,	PUNCT
fcis-7986	57	5	sensitive	sensitive	ADJ
fcis-7986	57	6	imf	imf	PROPN
fcis-7986	57	7	components	component	NOUN
fcis-7986	57	8	can	can	AUX
fcis-7986	57	9	be	be	AUX
fcis-7986	57	10	screened	screen	VERB
fcis-7986	57	11	,	,	PUNCT
fcis-7986	57	12	and	and	CCONJ
fcis-7986	57	13	corresponding	correspond	VERB
fcis-7986	57	14	entropy	entropy	NOUN
fcis-7986	57	15	values	value	NOUN
fcis-7986	57	16	can	can	AUX
fcis-7986	57	17	be	be	AUX
fcis-7986	57	18	calculated	calculate	VERB
fcis-7986	57	19	,	,	PUNCT
fcis-7986	57	20	which	which	PRON
fcis-7986	57	21	are	be	AUX
fcis-7986	57	22	input	input	VERB
fcis-7986	57	23	into	into	ADP
fcis-7986	57	24	lssvm	lssvm	NOUN
fcis-7986	57	25	to	to	PART
fcis-7986	57	26	identify	identify	VERB
fcis-7986	57	27	fault	fault	NOUN
fcis-7986	57	28	types	type	NOUN
fcis-7986	57	29	.	.	PUNCT
fcis-7986	58	1	provide	provide	VERB
fcis-7986	58	2	certain	certain	ADJ
fcis-7986	58	3	ideas	idea	NOUN
fcis-7986	58	4	for	for	ADP
fcis-7986	58	5	fault	fault	NOUN
fcis-7986	58	6	diagnosis	diagnosis	NOUN
fcis-7986	58	7	of	of	ADP
fcis-7986	58	8	rolling	rolling	ADJ
fcis-7986	58	9	bearings	bearing	NOUN
fcis-7986	58	10	.	.	PUNCT
fcis-7986	59	1	references	reference	NOUN
fcis-7986	59	2	[	[	X
fcis-7986	59	3	1	1	X
fcis-7986	59	4	]	]	PUNCT
fcis-7986	59	5	zheng	zheng	PROPN
fcis-7986	59	6	k	k	PROPN
fcis-7986	59	7	,	,	PUNCT
fcis-7986	59	8	yang	yang	PROPN
fcis-7986	59	9	d	d	PROPN
fcis-7986	59	10	w	w	PROPN
fcis-7986	59	11	,	,	PUNCT
fcis-7986	59	12	zhang	zhang	PROPN
fcis-7986	59	13	b	b	PROPN
fcis-7986	59	14	,	,	PUNCT
fcis-7986	59	15	et	et	PROPN
fcis-7986	59	16	al	al	PROPN
fcis-7986	59	17	.	.	PUNCT
fcis-7986	60	1	a	a	DET
fcis-7986	60	2	group	group	NOUN
fcis-7986	60	3	sparse	sparse	ADJ
fcis-7986	60	4	representation	representation	NOUN
fcis-7986	60	5	method	method	NOUN
fcis-7986	60	6	infrequencydomain	infrequencydomain	ADJ
fcis-7986	60	7	with	with	ADP
fcis-7986	60	8	adaptive	adaptive	ADJ
fcis-7986	60	9	parameters	parameter	NOUN
fcis-7986	60	10	optimization	optimization	NOUN
fcis-7986	60	11	of	of	ADP
fcis-7986	60	12	detecting	detect	VERB
fcis-7986	60	13	incipient	incipient	ADJ
fcis-7986	60	14	rolling	rolling	NOUN
fcis-7986	60	15	bearing	bear	VERB
fcis-7986	60	16	fault	fault	NOUN
fcis-7986	60	17	[	[	X
fcis-7986	60	18	j	j	X
fcis-7986	60	19	]	]	X
fcis-7986	60	20	.	.	PUNCT
fcis-7986	61	1	journal	journal	PROPN
fcis-7986	61	2	of	of	ADP
fcis-7986	61	3	sound	sound	NOUN
fcis-7986	61	4	and	and	CCONJ
fcis-7986	61	5	vibration,2019,462:114931	vibration,2019,462:114931	NOUN
fcis-7986	61	6	.	.	PUNCT
fcis-7986	62	1	[	[	X
fcis-7986	62	2	2	2	X
fcis-7986	62	3	]	]	PUNCT
fcis-7986	62	4	he	he	PROPN
fcis-7986	62	5	yong	yong	PROPN
fcis-7986	62	6	,	,	PUNCT
fcis-7986	62	7	wang	wang	PROPN
fcis-7986	62	8	hong	hong	PROPN
fcis-7986	62	9	,	,	PUNCT
fcis-7986	62	10	gu	gu	PROPN
fcis-7986	62	11	sui	sui	PROPN
fcis-7986	62	12	.	.	PUNCT
fcis-7986	63	1	a	a	DET
fcis-7986	63	2	new	new	ADJ
fcis-7986	63	3	method	method	NOUN
fcis-7986	63	4	for	for	ADP
fcis-7986	63	5	bearing	bear	VERB
fcis-7986	63	6	fault	fault	NOUN
fcis-7986	63	7	diagnosis	diagnosis	NOUN
fcis-7986	63	8	based	base	VERB
fcis-7986	63	9	on	on	ADP
fcis-7986	63	10	genetic	genetic	ADJ
fcis-7986	63	11	algorithm	algorithm	NOUN
fcis-7986	63	12	for	for	ADP
fcis-7986	63	13	vmd	vmd	PROPN
fcis-7986	63	14	parameter	parameter	PROPN
fcis-7986	63	15	optimization	optimization	PROPN
fcis-7986	63	16	[	[	X
fcis-7986	63	17	j	j	X
fcis-7986	63	18	]	]	X
fcis-7986	63	19	.	.	PUNCT
fcis-7986	64	1	vibration	vibration	NOUN
fcis-7986	64	2	and	and	CCONJ
fcis-7986	64	3	shock	shock	NOUN
fcis-7986	64	4	,	,	PUNCT
fcis-7986	64	5	2021,40	2021,40	NUM
fcis-7986	64	6	(	(	PUNCT
fcis-7986	64	7	06	06	NUM
fcis-7986	64	8	):	):	PUNCT
fcis-7986	64	9	184	184	NUM
fcis-7986	64	10	-	-	SYM
fcis-7986	64	11	189	189	NUM
fcis-7986	64	12	.	.	PUNCT
fcis-7986	65	1	[	[	X
fcis-7986	65	2	3	3	NUM
fcis-7986	65	3	]	]	X
fcis-7986	65	4	dragomiretskiy	dragomiretskiy	NOUN
fcis-7986	65	5	k	k	PROPN
fcis-7986	65	6	,	,	PUNCT
fcis-7986	65	7	zosso	zosso	PROPN
fcis-7986	65	8	d.	d.	PROPN
fcis-7986	65	9	variational	variational	PROPN
fcis-7986	65	10	mode	mode	PROPN
fcis-7986	65	11	decomposition[j	decomposition[j	PROPN
fcis-7986	65	12	]	]	PUNCT
fcis-7986	65	13	.	.	PUNCT
fcis-7986	66	1	ieee	ieee	NOUN
fcis-7986	66	2	transactions	transaction	NOUN
fcis-7986	66	3	on	on	ADP
fcis-7986	66	4	signal	signal	ADJ
fcis-7986	66	5	processing	processing	NOUN
fcis-7986	66	6	,	,	PUNCT
fcis-7986	66	7	2014	2014	NUM
fcis-7986	66	8	,	,	PUNCT
fcis-7986	66	9	62(3):531	62(3):531	PROPN
fcis-7986	66	10	-	-	SYM
fcis-7986	66	11	544	544	NUM
fcis-7986	66	12	.	.	PUNCT