id	sid	tid	token	lemma	pos
fbem-31076	1	1	frontiers	frontier	NOUN
fbem-31076	1	2	in	in	ADP
fbem-31076	1	3	business	business	NOUN
fbem-31076	1	4	,	,	PUNCT
fbem-31076	1	5	economics	economic	NOUN
fbem-31076	1	6	and	and	CCONJ
fbem-31076	1	7	management	management	NOUN
fbem-31076	1	8	issn	issn	PROPN
fbem-31076	1	9	:	:	PUNCT
fbem-31076	1	10	2766	2766	NUM
fbem-31076	1	11	-	-	PUNCT
fbem-31076	1	12	824x	824x	NUM
fbem-31076	1	13	|	|	ADJ
fbem-31076	1	14	vol	vol	NOUN
fbem-31076	1	15	.	.	PROPN
fbem-31076	2	1	19	19	NUM
fbem-31076	2	2	,	,	PUNCT
fbem-31076	2	3	no	no	INTJ
fbem-31076	2	4	.	.	NOUN
fbem-31076	2	5	3	3	NUM
fbem-31076	2	6	,	,	PUNCT
fbem-31076	2	7	2025	2025	NUM
fbem-31076	2	8	55	55	NUM
fbem-31076	2	9	overview	overview	NOUN
fbem-31076	2	10	of	of	ADP
fbem-31076	2	11	mainstream	mainstream	NOUN
fbem-31076	2	12	turbine	turbine	NOUN
fbem-31076	2	13	fault	fault	NOUN
fbem-31076	2	14	detection	detection	NOUN
fbem-31076	2	15	technologies	technology	NOUN
fbem-31076	2	16	and	and	CCONJ
fbem-31076	2	17	development	development	NOUN
fbem-31076	2	18	prospects	prospect	NOUN
fbem-31076	2	19	wenzheng	wenzheng	PROPN
fbem-31076	3	1	liu	liu	PROPN
fbem-31076	3	2	shandong	shandong	PROPN
fbem-31076	3	3	jiaotong	jiaotong	PROPN
fbem-31076	3	4	university	university	PROPN
fbem-31076	3	5	,	,	PUNCT
fbem-31076	3	6	jinan	jinan	PROPN
fbem-31076	3	7	250000	250000	NUM
fbem-31076	3	8	,	,	PUNCT
fbem-31076	3	9	china	china	PROPN
fbem-31076	3	10	abstract	abstract	NOUN
fbem-31076	3	11	:	:	PUNCT
fbem-31076	3	12	the	the	DET
fbem-31076	3	13	turbine	turbine	NOUN
fbem-31076	3	14	is	be	AUX
fbem-31076	3	15	the	the	DET
fbem-31076	3	16	‘	'	PUNCT
fbem-31076	3	17	heart	heart	NOUN
fbem-31076	3	18	’	'	PUNCT
fbem-31076	3	19	of	of	ADP
fbem-31076	3	20	the	the	DET
fbem-31076	3	21	ship	ship	NOUN
fbem-31076	3	22	,	,	PUNCT
fbem-31076	3	23	and	and	CCONJ
fbem-31076	3	24	its	its	PRON
fbem-31076	3	25	fault	fault	NOUN
fbem-31076	3	26	detection	detection	NOUN
fbem-31076	3	27	technology	technology	NOUN
fbem-31076	3	28	is	be	AUX
fbem-31076	3	29	of	of	ADP
fbem-31076	3	30	great	great	ADJ
fbem-31076	3	31	significance	significance	NOUN
fbem-31076	3	32	.	.	PUNCT
fbem-31076	4	1	the	the	DET
fbem-31076	4	2	technology	technology	NOUN
fbem-31076	4	3	has	have	AUX
fbem-31076	4	4	gone	go	VERB
fbem-31076	4	5	through	through	ADP
fbem-31076	4	6	the	the	DET
fbem-31076	4	7	transformation	transformation	NOUN
fbem-31076	4	8	from	from	ADP
fbem-31076	4	9	artificial	artificial	ADJ
fbem-31076	4	10	experience	experience	NOUN
fbem-31076	4	11	detection	detection	NOUN
fbem-31076	4	12	to	to	ADP
fbem-31076	4	13	modern	modern	ADJ
fbem-31076	4	14	intelligent	intelligent	ADJ
fbem-31076	4	15	detection	detection	NOUN
fbem-31076	4	16	.	.	PUNCT
fbem-31076	5	1	the	the	DET
fbem-31076	5	2	current	current	ADJ
fbem-31076	5	3	mainstream	mainstream	NOUN
fbem-31076	5	4	technology	technology	NOUN
fbem-31076	5	5	is	be	AUX
fbem-31076	5	6	based	base	VERB
fbem-31076	5	7	on	on	ADP
fbem-31076	5	8	vibration	vibration	NOUN
fbem-31076	5	9	analysis	analysis	NOUN
fbem-31076	5	10	,	,	PUNCT
fbem-31076	5	11	oil	oil	NOUN
fbem-31076	5	12	analysis	analysis	NOUN
fbem-31076	5	13	,	,	PUNCT
fbem-31076	5	14	infrared	infrared	ADJ
fbem-31076	5	15	thermal	thermal	ADJ
fbem-31076	5	16	imaging	imaging	NOUN
fbem-31076	5	17	and	and	CCONJ
fbem-31076	5	18	expert	expert	NOUN
fbem-31076	5	19	systems	system	NOUN
fbem-31076	5	20	,	,	PUNCT
fbem-31076	5	21	each	each	PRON
fbem-31076	5	22	with	with	ADP
fbem-31076	5	23	its	its	PRON
fbem-31076	5	24	own	own	ADJ
fbem-31076	5	25	principles	principle	NOUN
fbem-31076	5	26	,	,	PUNCT
fbem-31076	5	27	application	application	NOUN
fbem-31076	5	28	scenarios	scenario	NOUN
fbem-31076	5	29	,	,	PUNCT
fbem-31076	5	30	advantages	advantage	NOUN
fbem-31076	5	31	and	and	CCONJ
fbem-31076	5	32	disadvantages	disadvantage	NOUN
fbem-31076	5	33	.	.	PUNCT
fbem-31076	6	1	however	however	ADV
fbem-31076	6	2	,	,	PUNCT
fbem-31076	6	3	they	they	PRON
fbem-31076	6	4	face	face	VERB
fbem-31076	6	5	challenges	challenge	NOUN
fbem-31076	6	6	such	such	ADJ
fbem-31076	6	7	as	as	ADP
fbem-31076	6	8	complex	complex	ADJ
fbem-31076	6	9	detection	detection	NOUN
fbem-31076	6	10	environment	environment	NOUN
fbem-31076	6	11	,	,	PUNCT
fbem-31076	6	12	data	datum	NOUN
fbem-31076	6	13	accuracy	accuracy	NOUN
fbem-31076	6	14	and	and	CCONJ
fbem-31076	6	15	technology	technology	NOUN
fbem-31076	6	16	applicability	applicability	NOUN
fbem-31076	6	17	.	.	PUNCT
fbem-31076	7	1	emerging	emerge	VERB
fbem-31076	7	2	trends	trend	NOUN
fbem-31076	7	3	such	such	ADJ
fbem-31076	7	4	as	as	ADP
fbem-31076	7	5	big	big	ADJ
fbem-31076	7	6	data	datum	NOUN
fbem-31076	7	7	,	,	PUNCT
fbem-31076	7	8	artificial	artificial	ADJ
fbem-31076	7	9	intelligence	intelligence	NOUN
fbem-31076	7	10	and	and	CCONJ
fbem-31076	7	11	fault	fault	VERB
fbem-31076	7	12	detection	detection	NOUN
fbem-31076	7	13	fusion	fusion	NOUN
fbem-31076	7	14	and	and	CCONJ
fbem-31076	7	15	multi	multi	ADJ
fbem-31076	7	16	-	-	ADJ
fbem-31076	7	17	technology	technology	NOUN
fbem-31076	7	18	fusion	fusion	NOUN
fbem-31076	7	19	,	,	PUNCT
fbem-31076	7	20	to	to	PART
fbem-31076	7	21	solve	solve	VERB
fbem-31076	7	22	the	the	DET
fbem-31076	7	23	challenge	challenge	NOUN
fbem-31076	7	24	of	of	ADP
fbem-31076	7	25	providing	provide	VERB
fbem-31076	7	26	new	new	ADJ
fbem-31076	7	27	ideas	idea	NOUN
fbem-31076	7	28	,	,	PUNCT
fbem-31076	7	29	various	various	ADJ
fbem-31076	7	30	types	type	NOUN
fbem-31076	7	31	of	of	ADP
fbem-31076	7	32	technology	technology	NOUN
fbem-31076	7	33	needs	need	VERB
fbem-31076	7	34	to	to	PART
fbem-31076	7	35	be	be	AUX
fbem-31076	7	36	optimised	optimise	VERB
fbem-31076	7	37	towards	towards	ADP
fbem-31076	7	38	multi	multi	ADJ
fbem-31076	7	39	-	-	ADJ
fbem-31076	7	40	technology	technology	NOUN
fbem-31076	7	41	fusion	fusion	NOUN
fbem-31076	7	42	,	,	PUNCT
fbem-31076	7	43	intelligent	intelligent	ADJ
fbem-31076	7	44	direction	direction	NOUN
fbem-31076	7	45	to	to	PART
fbem-31076	7	46	adapt	adapt	VERB
fbem-31076	7	47	to	to	ADP
fbem-31076	7	48	the	the	DET
fbem-31076	7	49	industry	industry	NOUN
fbem-31076	7	50	's	's	PART
fbem-31076	7	51	development	development	NOUN
fbem-31076	7	52	needs	need	NOUN
fbem-31076	7	53	.	.	PUNCT
fbem-31076	8	1	keywords	keyword	NOUN
fbem-31076	8	2	:	:	PUNCT
fbem-31076	8	3	turbine	turbine	NOUN
fbem-31076	8	4	faults	fault	NOUN
fbem-31076	8	5	;	;	PUNCT
fbem-31076	8	6	detection	detection	NOUN
fbem-31076	8	7	techniques	technique	NOUN
fbem-31076	8	8	;	;	PUNCT
fbem-31076	8	9	mainstream	mainstream	NOUN
fbem-31076	8	10	technologies	technology	NOUN
fbem-31076	8	11	;	;	PUNCT
fbem-31076	8	12	emerging	emerge	VERB
fbem-31076	8	13	trends	trend	NOUN
fbem-31076	8	14	.	.	PUNCT
fbem-31076	9	1	1	1	X
fbem-31076	9	2	.	.	X
fbem-31076	9	3	introduction	introduction	NOUN
fbem-31076	9	4	from	from	ADP
fbem-31076	9	5	the	the	DET
fbem-31076	9	6	theoretical	theoretical	ADJ
fbem-31076	9	7	level	level	NOUN
fbem-31076	9	8	,	,	PUNCT
fbem-31076	9	9	the	the	DET
fbem-31076	9	10	research	research	NOUN
fbem-31076	9	11	can	can	AUX
fbem-31076	9	12	help	help	VERB
fbem-31076	9	13	improve	improve	VERB
fbem-31076	9	14	the	the	DET
fbem-31076	9	15	theoretical	theoretical	ADJ
fbem-31076	9	16	system	system	NOUN
fbem-31076	9	17	of	of	ADP
fbem-31076	9	18	fault	fault	NOUN
fbem-31076	9	19	detection	detection	NOUN
fbem-31076	9	20	,	,	PUNCT
fbem-31076	9	21	integrate	integrate	VERB
fbem-31076	9	22	new	new	ADJ
fbem-31076	9	23	technologies	technology	NOUN
fbem-31076	9	24	,	,	PUNCT
fbem-31076	9	25	discover	discover	VERB
fbem-31076	9	26	deficiencies	deficiency	NOUN
fbem-31076	9	27	,	,	PUNCT
fbem-31076	9	28	and	and	CCONJ
fbem-31076	9	29	lay	lie	VERB
fbem-31076	9	30	the	the	DET
fbem-31076	9	31	foundation	foundation	NOUN
fbem-31076	9	32	for	for	ADP
fbem-31076	9	33	innovation	innovation	NOUN
fbem-31076	9	34	;	;	PUNCT
fbem-31076	9	35	in	in	ADP
fbem-31076	9	36	practice	practice	NOUN
fbem-31076	9	37	,	,	PUNCT
fbem-31076	9	38	the	the	DET
fbem-31076	9	39	results	result	NOUN
fbem-31076	9	40	can	can	AUX
fbem-31076	9	41	guide	guide	VERB
fbem-31076	9	42	the	the	DET
fbem-31076	9	43	detection	detection	NOUN
fbem-31076	9	44	work	work	NOUN
fbem-31076	9	45	,	,	PUNCT
fbem-31076	9	46	help	help	VERB
fbem-31076	9	47	maintenance	maintenance	NOUN
fbem-31076	9	48	personnel	personnel	NOUN
fbem-31076	9	49	to	to	PART
fbem-31076	9	50	quickly	quickly	ADV
fbem-31076	9	51	locate	locate	VERB
fbem-31076	9	52	faults	fault	NOUN
fbem-31076	9	53	,	,	PUNCT
fbem-31076	9	54	improve	improve	VERB
fbem-31076	9	55	efficiency	efficiency	NOUN
fbem-31076	9	56	,	,	PUNCT
fbem-31076	9	57	reduce	reduce	VERB
fbem-31076	9	58	costs	cost	NOUN
fbem-31076	9	59	,	,	PUNCT
fbem-31076	9	60	and	and	CCONJ
fbem-31076	9	61	safeguard	safeguard	VERB
fbem-31076	9	62	the	the	DET
fbem-31076	9	63	operation	operation	NOUN
fbem-31076	9	64	of	of	ADP
fbem-31076	9	65	the	the	DET
fbem-31076	9	66	ship	ship	NOUN
fbem-31076	9	67	,	,	PUNCT
fbem-31076	9	68	but	but	CCONJ
fbem-31076	9	69	also	also	ADV
fbem-31076	9	70	improve	improve	VERB
fbem-31076	9	71	the	the	DET
fbem-31076	9	72	safety	safety	NOUN
fbem-31076	9	73	and	and	CCONJ
fbem-31076	9	74	reliability	reliability	NOUN
fbem-31076	9	75	of	of	ADP
fbem-31076	9	76	shipping	shipping	NOUN
fbem-31076	9	77	,	,	PUNCT
fbem-31076	9	78	enhance	enhance	VERB
fbem-31076	9	79	the	the	DET
fbem-31076	9	80	competitiveness	competitiveness	NOUN
fbem-31076	9	81	of	of	ADP
fbem-31076	9	82	enterprises	enterprise	NOUN
fbem-31076	9	83	,	,	PUNCT
fbem-31076	9	84	and	and	CCONJ
fbem-31076	9	85	promote	promote	VERB
fbem-31076	9	86	the	the	DET
fbem-31076	9	87	sustainable	sustainable	ADJ
fbem-31076	9	88	development	development	NOUN
fbem-31076	9	89	of	of	ADP
fbem-31076	9	90	the	the	DET
fbem-31076	9	91	shipping	shipping	NOUN
fbem-31076	9	92	industry	industry	NOUN
fbem-31076	9	93	.	.	PUNCT
fbem-31076	10	1	the	the	DET
fbem-31076	10	2	purpose	purpose	NOUN
fbem-31076	10	3	of	of	ADP
fbem-31076	10	4	this	this	DET
fbem-31076	10	5	thesis	thesis	NOUN
fbem-31076	10	6	is	be	AUX
fbem-31076	10	7	to	to	PART
fbem-31076	10	8	analyse	analyse	VERB
fbem-31076	10	9	the	the	DET
fbem-31076	10	10	engine	engine	NOUN
fbem-31076	10	11	fault	fault	NOUN
fbem-31076	10	12	detection	detection	NOUN
fbem-31076	10	13	technology	technology	NOUN
fbem-31076	10	14	,	,	PUNCT
fbem-31076	10	15	systematically	systematically	ADV
fbem-31076	10	16	sort	sort	VERB
fbem-31076	10	17	out	out	ADP
fbem-31076	10	18	its	its	PRON
fbem-31076	10	19	theory	theory	NOUN
fbem-31076	10	20	and	and	CCONJ
fbem-31076	10	21	method	method	NOUN
fbem-31076	10	22	,	,	PUNCT
fbem-31076	10	23	provide	provide	VERB
fbem-31076	10	24	researchers	researcher	NOUN
fbem-31076	10	25	with	with	ADP
fbem-31076	10	26	the	the	DET
fbem-31076	10	27	basic	basic	ADJ
fbem-31076	10	28	knowledge	knowledge	NOUN
fbem-31076	10	29	of	of	ADP
fbem-31076	10	30	the	the	DET
fbem-31076	10	31	field	field	NOUN
fbem-31076	10	32	and	and	CCONJ
fbem-31076	10	33	the	the	DET
fbem-31076	10	34	development	development	NOUN
fbem-31076	10	35	of	of	ADP
fbem-31076	10	36	the	the	DET
fbem-31076	10	37	status	status	NOUN
fbem-31076	10	38	quo	quo	NOUN
fbem-31076	10	39	,	,	PUNCT
fbem-31076	10	40	help	help	VERB
fbem-31076	10	41	grasp	grasp	VERB
fbem-31076	10	42	the	the	DET
fbem-31076	10	43	direction	direction	NOUN
fbem-31076	10	44	of	of	ADP
fbem-31076	10	45	the	the	DET
fbem-31076	10	46	research	research	NOUN
fbem-31076	10	47	,	,	PUNCT
fbem-31076	10	48	and	and	CCONJ
fbem-31076	10	49	provide	provide	VERB
fbem-31076	10	50	support	support	NOUN
fbem-31076	10	51	for	for	ADP
fbem-31076	10	52	the	the	DET
fbem-31076	10	53	safe	safe	ADJ
fbem-31076	10	54	and	and	CCONJ
fbem-31076	10	55	efficient	efficient	ADJ
fbem-31076	10	56	operation	operation	NOUN
fbem-31076	10	57	of	of	ADP
fbem-31076	10	58	the	the	DET
fbem-31076	10	59	shipping	shipping	NOUN
fbem-31076	10	60	industry	industry	NOUN
fbem-31076	10	61	.	.	PUNCT
fbem-31076	11	1	2	2	X
fbem-31076	11	2	.	.	X
fbem-31076	11	3	main	main	ADJ
fbem-31076	11	4	theoretical	theoretical	ADJ
fbem-31076	11	5	support	support	NOUN
fbem-31076	11	6	for	for	ADP
fbem-31076	11	7	turbine	turbine	NOUN
fbem-31076	11	8	fault	fault	NOUN
fbem-31076	11	9	detection	detection	NOUN
fbem-31076	11	10	technology	technology	NOUN
fbem-31076	11	11	the	the	DET
fbem-31076	11	12	core	core	ADJ
fbem-31076	11	13	theoretical	theoretical	ADJ
fbem-31076	11	14	system	system	NOUN
fbem-31076	11	15	of	of	ADP
fbem-31076	11	16	turbine	turbine	NOUN
fbem-31076	11	17	fault	fault	NOUN
fbem-31076	11	18	detection	detection	NOUN
fbem-31076	11	19	technology	technology	NOUN
fbem-31076	11	20	consists	consist	VERB
fbem-31076	11	21	of	of	ADP
fbem-31076	11	22	fault	fault	NOUN
fbem-31076	11	23	diagnosis	diagnosis	NOUN
fbem-31076	11	24	and	and	CCONJ
fbem-31076	11	25	signal	signal	NOUN
fbem-31076	11	26	processing	processing	NOUN
fbem-31076	11	27	theory	theory	NOUN
fbem-31076	11	28	.	.	PUNCT
fbem-31076	12	1	fault	fault	NOUN
fbem-31076	12	2	diagnosis	diagnosis	NOUN
fbem-31076	12	3	is	be	AUX
fbem-31076	12	4	based	base	VERB
fbem-31076	12	5	on	on	ADP
fbem-31076	12	6	the	the	DET
fbem-31076	12	7	construction	construction	NOUN
fbem-31076	12	8	of	of	ADP
fbem-31076	12	9	system	system	NOUN
fbem-31076	12	10	state	state	NOUN
fbem-31076	12	11	model	model	NOUN
fbem-31076	12	12	,	,	PUNCT
fbem-31076	12	13	real	real	ADJ
fbem-31076	12	14	-	-	PUNCT
fbem-31076	12	15	time	time	NOUN
fbem-31076	12	16	analysis	analysis	NOUN
fbem-31076	12	17	of	of	ADP
fbem-31076	12	18	equipment	equipment	NOUN
fbem-31076	12	19	operating	operating	NOUN
fbem-31076	12	20	parameters	parameter	NOUN
fbem-31076	12	21	(	(	PUNCT
fbem-31076	12	22	such	such	ADJ
fbem-31076	12	23	as	as	ADP
fbem-31076	12	24	vibration	vibration	NOUN
fbem-31076	12	25	,	,	PUNCT
fbem-31076	12	26	temperature	temperature	NOUN
fbem-31076	12	27	,	,	PUNCT
fbem-31076	12	28	pressure	pressure	NOUN
fbem-31076	12	29	,	,	PUNCT
fbem-31076	12	30	etc	etc	X
fbem-31076	12	31	.	.	X
fbem-31076	12	32	)	)	PUNCT
fbem-31076	12	33	to	to	PART
fbem-31076	12	34	achieve	achieve	VERB
fbem-31076	12	35	fault	fault	NOUN
fbem-31076	12	36	identification	identification	NOUN
fbem-31076	12	37	and	and	CCONJ
fbem-31076	12	38	accurate	accurate	ADJ
fbem-31076	12	39	positioning	positioning	NOUN
fbem-31076	12	40	,	,	PUNCT
fbem-31076	12	41	the	the	DET
fbem-31076	12	42	core	core	NOUN
fbem-31076	12	43	of	of	ADP
fbem-31076	12	44	which	which	PRON
fbem-31076	12	45	is	be	AUX
fbem-31076	12	46	to	to	PART
fbem-31076	12	47	analyze	analyze	VERB
fbem-31076	12	48	the	the	DET
fbem-31076	12	49	mechanism	mechanism	NOUN
fbem-31076	12	50	of	of	ADP
fbem-31076	12	51	abnormal	abnormal	ADJ
fbem-31076	12	52	state	state	NOUN
fbem-31076	12	53	through	through	ADP
fbem-31076	12	54	mathematical	mathematical	ADJ
fbem-31076	12	55	modeling	modeling	NOUN
fbem-31076	12	56	and	and	CCONJ
fbem-31076	12	57	logical	logical	ADJ
fbem-31076	12	58	reasoning	reasoning	NOUN
fbem-31076	12	59	;	;	PUNCT
fbem-31076	12	60	signal	signal	ADJ
fbem-31076	12	61	processing	processing	NOUN
fbem-31076	12	62	technology	technology	NOUN
fbem-31076	12	63	focuses	focus	VERB
fbem-31076	12	64	on	on	ADP
fbem-31076	12	65	the	the	DET
fbem-31076	12	66	feature	feature	NOUN
fbem-31076	12	67	extraction	extraction	NOUN
fbem-31076	12	68	of	of	ADP
fbem-31076	12	69	multi	multi	ADJ
fbem-31076	12	70	-	-	ADJ
fbem-31076	12	71	dimensional	dimensional	ADJ
fbem-31076	12	72	signals	signal	NOUN
fbem-31076	12	73	,	,	PUNCT
fbem-31076	12	74	such	such	ADJ
fbem-31076	12	75	as	as	ADP
fbem-31076	12	76	vibration	vibration	NOUN
fbem-31076	12	77	,	,	PUNCT
fbem-31076	12	78	oil	oil	NOUN
fbem-31076	12	79	,	,	PUNCT
fbem-31076	12	80	fluid	fluid	NOUN
fbem-31076	12	81	,	,	PUNCT
fbem-31076	12	82	etc	etc	X
fbem-31076	12	83	.	.	X
fbem-31076	12	84	,	,	PUNCT
fbem-31076	12	85	and	and	CCONJ
fbem-31076	12	86	extracts	extract	VERB
fbem-31076	12	87	key	key	ADJ
fbem-31076	12	88	information	information	NOUN
fbem-31076	12	89	from	from	ADP
fbem-31076	12	90	complex	complex	ADJ
fbem-31076	12	91	signals	signal	NOUN
fbem-31076	12	92	through	through	ADP
fbem-31076	12	93	time	time	NOUN
fbem-31076	12	94	-	-	PUNCT
fbem-31076	12	95	domain	domain	NOUN
fbem-31076	12	96	statistics	statistic	NOUN
fbem-31076	12	97	,	,	PUNCT
fbem-31076	12	98	frequency	frequency	NOUN
fbem-31076	12	99	-	-	PUNCT
fbem-31076	12	100	domain	domain	NOUN
fbem-31076	12	101	transformation	transformation	NOUN
fbem-31076	12	102	and	and	CCONJ
fbem-31076	12	103	time	time	NOUN
fbem-31076	12	104	-	-	PUNCT
fbem-31076	12	105	frequency	frequency	NOUN
fbem-31076	12	106	analysis	analysis	NOUN
fbem-31076	12	107	to	to	PART
fbem-31076	12	108	provide	provide	VERB
fbem-31076	12	109	data	datum	NOUN
fbem-31076	12	110	support	support	NOUN
fbem-31076	12	111	for	for	ADP
fbem-31076	12	112	diagnostic	diagnostic	ADJ
fbem-31076	12	113	decision	decision	NOUN
fbem-31076	12	114	-	-	PUNCT
fbem-31076	12	115	making	making	NOUN
fbem-31076	12	116	.	.	PUNCT
fbem-31076	13	1	signal	signal	ADJ
fbem-31076	13	2	processing	processing	NOUN
fbem-31076	13	3	technology	technology	NOUN
fbem-31076	13	4	focuses	focus	VERB
fbem-31076	13	5	on	on	ADP
fbem-31076	13	6	feature	feature	NOUN
fbem-31076	13	7	extraction	extraction	NOUN
fbem-31076	13	8	of	of	ADP
fbem-31076	13	9	multi	multi	ADJ
fbem-31076	13	10	-	-	ADJ
fbem-31076	13	11	dimensional	dimensional	ADJ
fbem-31076	13	12	signals	signal	NOUN
fbem-31076	13	13	such	such	ADJ
fbem-31076	13	14	as	as	ADP
fbem-31076	13	15	vibration	vibration	NOUN
fbem-31076	13	16	,	,	PUNCT
fbem-31076	13	17	oil	oil	NOUN
fbem-31076	13	18	and	and	CCONJ
fbem-31076	13	19	fluid	fluid	NOUN
fbem-31076	13	20	through	through	ADP
fbem-31076	13	21	time	time	NOUN
fbem-31076	13	22	-	-	PUNCT
fbem-31076	13	23	domain	domain	NOUN
fbem-31076	13	24	statistics	statistic	NOUN
fbem-31076	13	25	,	,	PUNCT
fbem-31076	13	26	frequency	frequency	NOUN
fbem-31076	13	27	-	-	PUNCT
fbem-31076	13	28	domain	domain	NOUN
fbem-31076	13	29	transformation	transformation	NOUN
fbem-31076	13	30	,	,	PUNCT
fbem-31076	13	31	and	and	CCONJ
fbem-31076	13	32	time	time	NOUN
fbem-31076	13	33	-	-	PUNCT
fbem-31076	13	34	frequency	frequency	NOUN
fbem-31076	13	35	analysis	analysis	NOUN
fbem-31076	13	36	,	,	PUNCT
fbem-31076	13	37	etc	etc	X
fbem-31076	13	38	.	.	X
fbem-31076	13	39	,	,	PUNCT
fbem-31076	13	40	which	which	PRON
fbem-31076	13	41	can	can	AUX
fbem-31076	13	42	isolate	isolate	VERB
fbem-31076	13	43	key	key	ADJ
fbem-31076	13	44	information	information	NOUN
fbem-31076	13	45	characterising	characterise	VERB
fbem-31076	13	46	faults	fault	NOUN
fbem-31076	13	47	from	from	ADP
fbem-31076	13	48	complex	complex	ADJ
fbem-31076	13	49	signals	signal	NOUN
fbem-31076	13	50	and	and	CCONJ
fbem-31076	13	51	provide	provide	VERB
fbem-31076	13	52	data	datum	NOUN
fbem-31076	13	53	support	support	NOUN
fbem-31076	13	54	for	for	ADP
fbem-31076	13	55	diagnostic	diagnostic	ADJ
fbem-31076	13	56	decisions	decision	NOUN
fbem-31076	13	57	.	.	PUNCT
fbem-31076	14	1	[	[	X
fbem-31076	14	2	1	1	X
fbem-31076	14	3	]	]	PUNCT
fbem-31076	14	4	the	the	DET
fbem-31076	14	5	development	development	NOUN
fbem-31076	14	6	of	of	ADP
fbem-31076	14	7	this	this	DET
fbem-31076	14	8	technology	technology	NOUN
fbem-31076	14	9	has	have	AUX
fbem-31076	14	10	gone	go	VERB
fbem-31076	14	11	through	through	ADP
fbem-31076	14	12	three	three	NUM
fbem-31076	14	13	typical	typical	ADJ
fbem-31076	14	14	stages	stage	NOUN
fbem-31076	14	15	:	:	PUNCT
fbem-31076	14	16	early	early	ADJ
fbem-31076	14	17	artificial	artificial	ADJ
fbem-31076	14	18	detection	detection	NOUN
fbem-31076	14	19	relies	rely	VERB
fbem-31076	14	20	on	on	ADP
fbem-31076	14	21	the	the	DET
fbem-31076	14	22	sensory	sensory	ADJ
fbem-31076	14	23	experience	experience	NOUN
fbem-31076	14	24	of	of	ADP
fbem-31076	14	25	maintenance	maintenance	NOUN
fbem-31076	14	26	personnel	personnel	NOUN
fbem-31076	14	27	(	(	PUNCT
fbem-31076	14	28	such	such	ADJ
fbem-31076	14	29	as	as	ADP
fbem-31076	14	30	auscultation	auscultation	NOUN
fbem-31076	14	31	,	,	PUNCT
fbem-31076	14	32	tactile	tactile	ADJ
fbem-31076	14	33	measurement	measurement	NOUN
fbem-31076	14	34	)	)	PUNCT
fbem-31076	14	35	,	,	PUNCT
fbem-31076	14	36	subjective	subjective	ADJ
fbem-31076	14	37	judgement	judgement	NOUN
fbem-31076	14	38	and	and	CCONJ
fbem-31076	14	39	detection	detection	NOUN
fbem-31076	14	40	means	mean	NOUN
fbem-31076	14	41	of	of	ADP
fbem-31076	14	42	limitation	limitation	NOUN
fbem-31076	14	43	,	,	PUNCT
fbem-31076	14	44	it	it	PRON
fbem-31076	14	45	is	be	AUX
fbem-31076	14	46	difficult	difficult	ADJ
fbem-31076	14	47	to	to	PART
fbem-31076	14	48	find	find	VERB
fbem-31076	14	49	early	early	ADJ
fbem-31076	14	50	weak	weak	ADJ
fbem-31076	14	51	faults	fault	NOUN
fbem-31076	14	52	;	;	PUNCT
fbem-31076	14	53	the	the	DET
fbem-31076	14	54	application	application	NOUN
fbem-31076	14	55	of	of	ADP
fbem-31076	14	56	sensor	sensor	NOUN
fbem-31076	14	57	technology	technology	NOUN
fbem-31076	14	58	to	to	PART
fbem-31076	14	59	promote	promote	VERB
fbem-31076	14	60	the	the	DET
fbem-31076	14	61	detection	detection	NOUN
fbem-31076	14	62	of	of	ADP
fbem-31076	14	63	the	the	DET
fbem-31076	14	64	automation	automation	NOUN
fbem-31076	14	65	stage	stage	NOUN
fbem-31076	14	66	,	,	PUNCT
fbem-31076	14	67	various	various	ADJ
fbem-31076	14	68	types	type	NOUN
fbem-31076	14	69	of	of	ADP
fbem-31076	14	70	vibration	vibration	NOUN
fbem-31076	14	71	,	,	PUNCT
fbem-31076	14	72	speed	speed	NOUN
fbem-31076	14	73	,	,	PUNCT
fbem-31076	14	74	oil	oil	NOUN
fbem-31076	14	75	sensors	sensor	NOUN
fbem-31076	14	76	to	to	PART
fbem-31076	14	77	achieve	achieve	VERB
fbem-31076	14	78	real	real	ADJ
fbem-31076	14	79	-	-	PUNCT
fbem-31076	14	80	time	time	NOUN
fbem-31076	14	81	collection	collection	NOUN
fbem-31076	14	82	of	of	ADP
fbem-31076	14	83	operating	operating	NOUN
fbem-31076	14	84	parameters	parameter	NOUN
fbem-31076	14	85	,	,	PUNCT
fbem-31076	14	86	but	but	CCONJ
fbem-31076	14	87	the	the	DET
fbem-31076	14	88	early	early	ADJ
fbem-31076	14	89	analysis	analysis	NOUN
fbem-31076	14	90	of	of	ADP
fbem-31076	14	91	the	the	DET
fbem-31076	14	92	data	datum	NOUN
fbem-31076	14	93	only	only	ADV
fbem-31076	14	94	stays	stay	VERB
fbem-31076	14	95	in	in	ADP
fbem-31076	14	96	the	the	DET
fbem-31076	14	97	threshold	threshold	ADJ
fbem-31076	14	98	comparison	comparison	NOUN
fbem-31076	14	99	of	of	ADP
fbem-31076	14	100	simple	simple	ADJ
fbem-31076	14	101	processing	processing	NOUN
fbem-31076	14	102	level	level	NOUN
fbem-31076	14	103	,	,	PUNCT
fbem-31076	14	104	the	the	DET
fbem-31076	14	105	identification	identification	NOUN
fbem-31076	14	106	of	of	ADP
fbem-31076	14	107	complex	complex	ADJ
fbem-31076	14	108	faults	fault	NOUN
fbem-31076	14	109	,	,	PUNCT
fbem-31076	14	110	and	and	CCONJ
fbem-31076	14	111	so	so	ADV
fbem-31076	14	112	on	on	ADV
fbem-31076	14	113	.	.	PUNCT
fbem-31076	15	1	with	with	ADP
fbem-31076	15	2	the	the	DET
fbem-31076	15	3	development	development	NOUN
fbem-31076	15	4	of	of	ADP
fbem-31076	15	5	artificial	artificial	ADJ
fbem-31076	15	6	intelligence	intelligence	NOUN
fbem-31076	15	7	and	and	CCONJ
fbem-31076	15	8	big	big	ADJ
fbem-31076	15	9	data	datum	NOUN
fbem-31076	15	10	technology	technology	NOUN
fbem-31076	15	11	,	,	PUNCT
fbem-31076	15	12	modern	modern	ADJ
fbem-31076	15	13	intelligent	intelligent	ADJ
fbem-31076	15	14	detection	detection	NOUN
fbem-31076	15	15	technology	technology	NOUN
fbem-31076	15	16	through	through	ADP
fbem-31076	15	17	machine	machine	NOUN
fbem-31076	15	18	learning	learn	VERB
fbem-31076	15	19	algorithms	algorithm	NOUN
fbem-31076	15	20	to	to	PART
fbem-31076	15	21	automatically	automatically	ADV
fbem-31076	15	22	mine	mine	VERB
fbem-31076	15	23	the	the	DET
fbem-31076	15	24	deep	deep	ADJ
fbem-31076	15	25	characteristics	characteristic	NOUN
fbem-31076	15	26	of	of	ADP
fbem-31076	15	27	the	the	DET
fbem-31076	15	28	signal	signal	NOUN
fbem-31076	15	29	,	,	PUNCT
fbem-31076	15	30	to	to	PART
fbem-31076	15	31	achieve	achieve	VERB
fbem-31076	15	32	automatic	automatic	ADJ
fbem-31076	15	33	fault	fault	NOUN
fbem-31076	15	34	identification	identification	NOUN
fbem-31076	15	35	,	,	PUNCT
fbem-31076	15	36	location	location	NOUN
fbem-31076	15	37	and	and	CCONJ
fbem-31076	15	38	prediction	prediction	NOUN
fbem-31076	15	39	in	in	ADP
fbem-31076	15	40	a	a	DET
fbem-31076	15	41	strong	strong	ADJ
fbem-31076	15	42	noise	noise	NOUN
fbem-31076	15	43	environment	environment	NOUN
fbem-31076	15	44	,	,	PUNCT
fbem-31076	15	45	significantly	significantly	ADV
fbem-31076	15	46	improving	improve	VERB
fbem-31076	15	47	the	the	DET
fbem-31076	15	48	level	level	NOUN
fbem-31076	15	49	of	of	ADP
fbem-31076	15	50	intelligent	intelligent	ADJ
fbem-31076	15	51	detection	detection	NOUN
fbem-31076	15	52	.	.	PUNCT
fbem-31076	16	1	the	the	DET
fbem-31076	16	2	main	main	ADJ
fbem-31076	16	3	problems	problem	NOUN
fbem-31076	16	4	faced	face	VERB
fbem-31076	16	5	by	by	ADP
fbem-31076	16	6	the	the	DET
fbem-31076	16	7	current	current	ADJ
fbem-31076	16	8	research	research	NOUN
fbem-31076	16	9	include	include	VERB
fbem-31076	16	10	:	:	PUNCT
fbem-31076	16	11	the	the	DET
fbem-31076	16	12	application	application	NOUN
fbem-31076	16	13	limitations	limitation	NOUN
fbem-31076	16	14	of	of	ADP
fbem-31076	16	15	a	a	DET
fbem-31076	16	16	single	single	ADJ
fbem-31076	16	17	detection	detection	NOUN
fbem-31076	16	18	technology	technology	NOUN
fbem-31076	16	19	,	,	PUNCT
fbem-31076	16	20	such	such	ADJ
fbem-31076	16	21	as	as	ADP
fbem-31076	16	22	vibration	vibration	NOUN
fbem-31076	16	23	analysis	analysis	NOUN
fbem-31076	16	24	method	method	NOUN
fbem-31076	16	25	is	be	AUX
fbem-31076	16	26	highly	highly	ADV
fbem-31076	16	27	sensitive	sensitive	ADJ
fbem-31076	16	28	to	to	ADP
fbem-31076	16	29	mechanical	mechanical	ADJ
fbem-31076	16	30	faults	fault	NOUN
fbem-31076	16	31	,	,	PUNCT
fbem-31076	16	32	but	but	CCONJ
fbem-31076	16	33	the	the	DET
fbem-31076	16	34	diagnostic	diagnostic	ADJ
fbem-31076	16	35	ability	ability	NOUN
fbem-31076	16	36	of	of	ADP
fbem-31076	16	37	the	the	DET
fbem-31076	16	38	lubrication	lubrication	NOUN
fbem-31076	16	39	system	system	NOUN
fbem-31076	16	40	faults	fault	NOUN
fbem-31076	16	41	is	be	AUX
fbem-31076	16	42	weak	weak	ADJ
fbem-31076	16	43	;	;	PUNCT
fbem-31076	16	44	the	the	DET
fbem-31076	16	45	depth	depth	NOUN
fbem-31076	16	46	of	of	ADP
fbem-31076	16	47	multi	multi	ADJ
fbem-31076	16	48	-	-	ADJ
fbem-31076	16	49	source	source	NOUN
fbem-31076	16	50	data	data	NOUN
fbem-31076	16	51	fusion	fusion	NOUN
fbem-31076	16	52	is	be	AUX
fbem-31076	16	53	insufficient	insufficient	ADJ
fbem-31076	16	54	,	,	PUNCT
fbem-31076	16	55	and	and	CCONJ
fbem-31076	16	56	the	the	DET
fbem-31076	16	57	synergistic	synergistic	ADJ
fbem-31076	16	58	diagnostic	diagnostic	ADJ
fbem-31076	16	59	advantages	advantage	NOUN
fbem-31076	16	60	of	of	ADP
fbem-31076	16	61	multi	multi	ADJ
fbem-31076	16	62	-	-	ADJ
fbem-31076	16	63	dimensional	dimensional	ADJ
fbem-31076	16	64	signals	signal	NOUN
fbem-31076	16	65	,	,	PUNCT
fbem-31076	16	66	such	such	ADJ
fbem-31076	16	67	as	as	ADP
fbem-31076	16	68	vibration	vibration	NOUN
fbem-31076	16	69	,	,	PUNCT
fbem-31076	16	70	oil	oil	NOUN
fbem-31076	16	71	,	,	PUNCT
fbem-31076	16	72	temperature	temperature	NOUN
fbem-31076	16	73	,	,	PUNCT
fbem-31076	16	74	etc	etc	X
fbem-31076	16	75	.	.	X
fbem-31076	16	76	,	,	PUNCT
fbem-31076	16	77	have	have	AUX
fbem-31076	16	78	not	not	PART
fbem-31076	16	79	yet	yet	ADV
fbem-31076	16	80	been	be	AUX
fbem-31076	16	81	given	give	VERB
fbem-31076	16	82	full	full	ADJ
fbem-31076	16	83	play	play	NOUN
fbem-31076	16	84	to	to	ADP
fbem-31076	16	85	;	;	PUNCT
fbem-31076	16	86	the	the	DET
fbem-31076	16	87	noise	noise	NOUN
fbem-31076	16	88	interference	interference	NOUN
fbem-31076	16	89	in	in	ADP
fbem-31076	16	90	complex	complex	ADJ
fbem-31076	16	91	industrial	industrial	ADJ
fbem-31076	16	92	environments	environment	NOUN
fbem-31076	16	93	(	(	PUNCT
fbem-31076	16	94	e.g.	e.g.	ADV
fbem-31076	16	95	,	,	PUNCT
fbem-31076	16	96	high	high	ADJ
fbem-31076	16	97	temperature	temperature	NOUN
fbem-31076	16	98	,	,	PUNCT
fbem-31076	16	99	electromagnetic	electromagnetic	ADJ
fbem-31076	16	100	interference	interference	NOUN
fbem-31076	16	101	)	)	PUNCT
fbem-31076	16	102	can	can	AUX
fbem-31076	16	103	easily	easily	ADV
fbem-31076	16	104	lead	lead	VERB
fbem-31076	16	105	to	to	PART
fbem-31076	16	106	signal	signal	VERB
fbem-31076	16	107	distortion	distortion	NOUN
fbem-31076	16	108	and	and	CCONJ
fbem-31076	16	109	affect	affect	VERB
fbem-31076	16	110	the	the	DET
fbem-31076	16	111	feature	feature	NOUN
fbem-31076	16	112	extraction	extraction	NOUN
fbem-31076	16	113	accuracy	accuracy	NOUN
fbem-31076	16	114	.	.	PUNCT
fbem-31076	17	1	in	in	ADP
fbem-31076	17	2	this	this	DET
fbem-31076	17	3	regard	regard	NOUN
fbem-31076	17	4	,	,	PUNCT
fbem-31076	17	5	the	the	DET
fbem-31076	17	6	focus	focus	NOUN
fbem-31076	17	7	of	of	ADP
fbem-31076	17	8	research	research	NOUN
fbem-31076	17	9	is	be	AUX
fbem-31076	17	10	shifting	shift	VERB
fbem-31076	17	11	to	to	ADP
fbem-31076	17	12	the	the	DET
fbem-31076	17	13	organic	organic	ADJ
fbem-31076	17	14	integration	integration	NOUN
fbem-31076	17	15	of	of	ADP
fbem-31076	17	16	traditional	traditional	ADJ
fbem-31076	17	17	detection	detection	NOUN
fbem-31076	17	18	technology	technology	NOUN
fbem-31076	17	19	and	and	CCONJ
fbem-31076	17	20	emerging	emerge	VERB
fbem-31076	17	21	intelligent	intelligent	ADJ
fbem-31076	17	22	algorithms	algorithm	NOUN
fbem-31076	17	23	to	to	PART
fbem-31076	17	24	optimise	optimise	VERB
fbem-31076	17	25	the	the	DET
fbem-31076	17	26	detection	detection	NOUN
fbem-31076	17	27	model	model	NOUN
fbem-31076	17	28	through	through	ADP
fbem-31076	17	29	technological	technological	ADJ
fbem-31076	17	30	complementation	complementation	NOUN
fbem-31076	17	31	,	,	PUNCT
fbem-31076	17	32	with	with	ADP
fbem-31076	17	33	the	the	DET
fbem-31076	17	34	aim	aim	NOUN
fbem-31076	17	35	of	of	ADP
fbem-31076	17	36	improving	improve	VERB
fbem-31076	17	37	the	the	DET
fbem-31076	17	38	system	system	NOUN
fbem-31076	17	39	's	's	PART
fbem-31076	17	40	detection	detection	NOUN
fbem-31076	17	41	accuracy	accuracy	NOUN
fbem-31076	17	42	,	,	PUNCT
fbem-31076	17	43	reliability	reliability	NOUN
fbem-31076	17	44	and	and	CCONJ
fbem-31076	17	45	environmental	environmental	ADJ
fbem-31076	17	46	adaptability	adaptability	NOUN
fbem-31076	17	47	under	under	ADP
fbem-31076	17	48	complex	complex	ADJ
fbem-31076	17	49	working	work	VERB
fbem-31076	17	50	conditions	condition	NOUN
fbem-31076	17	51	.	.	PUNCT
fbem-31076	18	1	3	3	X
fbem-31076	18	2	.	.	X
fbem-31076	18	3	analysis	analysis	NOUN
fbem-31076	18	4	of	of	ADP
fbem-31076	18	5	mainstream	mainstream	NOUN
fbem-31076	18	6	turbine	turbine	NOUN
fbem-31076	18	7	fault	fault	NOUN
fbem-31076	18	8	detection	detection	NOUN
fbem-31076	18	9	techniques	technique	NOUN
fbem-31076	18	10	3.1	3.1	NUM
fbem-31076	18	11	.	.	PUNCT
fbem-31076	18	12	inspection	inspection	NOUN
fbem-31076	18	13	techniques	technique	NOUN
fbem-31076	18	14	based	base	VERB
fbem-31076	18	15	on	on	ADP
fbem-31076	18	16	vibration	vibration	NOUN
fbem-31076	18	17	analysis	analysis	NOUN
fbem-31076	18	18	detection	detection	NOUN
fbem-31076	18	19	technology	technology	NOUN
fbem-31076	18	20	based	base	VERB
fbem-31076	18	21	on	on	ADP
fbem-31076	18	22	vibration	vibration	NOUN
fbem-31076	18	23	analysis	analysis	NOUN
fbem-31076	18	24	is	be	AUX
fbem-31076	18	25	one	one	NUM
fbem-31076	18	26	of	of	ADP
fbem-31076	18	27	the	the	DET
fbem-31076	18	28	core	core	NOUN
fbem-31076	18	29	means	mean	NOUN
fbem-31076	18	30	of	of	ADP
fbem-31076	18	31	turbine	turbine	NOUN
fbem-31076	18	32	condition	condition	NOUN
fbem-31076	18	33	monitoring	monitoring	NOUN
fbem-31076	18	34	,	,	PUNCT
fbem-31076	18	35	which	which	PRON
fbem-31076	18	36	collects	collect	VERB
fbem-31076	18	37	vibration	vibration	NOUN
fbem-31076	18	38	signals	signal	NOUN
fbem-31076	18	39	generated	generate	VERB
fbem-31076	18	40	during	during	ADP
fbem-31076	18	41	operation	operation	NOUN
fbem-31076	18	42	in	in	ADP
fbem-31076	18	43	real	real	ADJ
fbem-31076	18	44	56	56	NUM
fbem-31076	18	45	time	time	NOUN
fbem-31076	18	46	by	by	ADP
fbem-31076	18	47	arranging	arrange	VERB
fbem-31076	18	48	acceleration	acceleration	NOUN
fbem-31076	18	49	sensors	sensor	NOUN
fbem-31076	18	50	or	or	CCONJ
fbem-31076	18	51	piezoelectric	piezoelectric	ADJ
fbem-31076	18	52	sensors	sensor	NOUN
fbem-31076	18	53	in	in	ADP
fbem-31076	18	54	key	key	ADJ
fbem-31076	18	55	parts	part	NOUN
fbem-31076	18	56	of	of	ADP
fbem-31076	18	57	the	the	DET
fbem-31076	18	58	equipment	equipment	NOUN
fbem-31076	18	59	(	(	PUNCT
fbem-31076	18	60	e.g.	e.g.	ADV
fbem-31076	18	61	,	,	PUNCT
fbem-31076	18	62	bearing	bear	VERB
fbem-31076	18	63	housings	housing	NOUN
fbem-31076	18	64	and	and	CCONJ
fbem-31076	18	65	rotor	rotor	NOUN
fbem-31076	18	66	housings	housing	NOUN
fbem-31076	18	67	)	)	PUNCT
fbem-31076	18	68	.	.	PUNCT
fbem-31076	19	1	the	the	DET
fbem-31076	19	2	technology	technology	NOUN
fbem-31076	19	3	constructs	construct	VERB
fbem-31076	19	4	a	a	DET
fbem-31076	19	5	characteristic	characteristic	ADJ
fbem-31076	19	6	map	map	NOUN
fbem-31076	19	7	corresponding	correspond	VERB
fbem-31076	19	8	to	to	ADP
fbem-31076	19	9	the	the	DET
fbem-31076	19	10	operating	operate	VERB
fbem-31076	19	11	state	state	NOUN
fbem-31076	19	12	of	of	ADP
fbem-31076	19	13	the	the	DET
fbem-31076	19	14	equipment	equipment	NOUN
fbem-31076	19	15	by	by	ADP
fbem-31076	19	16	analysing	analyse	VERB
fbem-31076	19	17	the	the	DET
fbem-31076	19	18	frequency	frequency	NOUN
fbem-31076	19	19	components	component	NOUN
fbem-31076	19	20	,	,	PUNCT
fbem-31076	19	21	amplitude	amplitude	NOUN
fbem-31076	19	22	distribution	distribution	NOUN
fbem-31076	19	23	and	and	CCONJ
fbem-31076	19	24	phase	phase	NOUN
fbem-31076	19	25	relationship	relationship	NOUN
fbem-31076	19	26	of	of	ADP
fbem-31076	19	27	the	the	DET
fbem-31076	19	28	signals	signal	NOUN
fbem-31076	19	29	:	:	PUNCT
fbem-31076	19	30	when	when	SCONJ
fbem-31076	19	31	the	the	DET
fbem-31076	19	32	bearing	bearing	NOUN
fbem-31076	19	33	raceway	raceway	PROPN
fbem-31076	19	34	has	have	AUX
fbem-31076	19	35	spalling	spalle	VERB
fbem-31076	19	36	,	,	PUNCT
fbem-31076	19	37	wear	wear	NOUN
fbem-31076	19	38	and	and	CCONJ
fbem-31076	19	39	other	other	ADJ
fbem-31076	19	40	faults	fault	NOUN
fbem-31076	19	41	,	,	PUNCT
fbem-31076	19	42	its	its	PRON
fbem-31076	19	43	characteristic	characteristic	ADJ
fbem-31076	19	44	frequency	frequency	NOUN
fbem-31076	19	45	will	will	AUX
fbem-31076	19	46	stimulate	stimulate	VERB
fbem-31076	19	47	the	the	DET
fbem-31076	19	48	vibration	vibration	NOUN
fbem-31076	19	49	components	component	NOUN
fbem-31076	19	50	in	in	ADP
fbem-31076	19	51	a	a	DET
fbem-31076	19	52	specific	specific	ADJ
fbem-31076	19	53	frequency	frequency	NOUN
fbem-31076	19	54	band	band	NOUN
fbem-31076	19	55	;	;	PUNCT
fbem-31076	19	56	and	and	CCONJ
fbem-31076	19	57	rotor	rotor	NOUN
fbem-31076	19	58	imbalance	imbalance	NOUN
fbem-31076	19	59	faults	fault	NOUN
fbem-31076	19	60	are	be	AUX
fbem-31076	19	61	manifested	manifest	VERB
fbem-31076	19	62	in	in	ADP
fbem-31076	19	63	the	the	DET
fbem-31076	19	64	fact	fact	NOUN
fbem-31076	19	65	that	that	SCONJ
fbem-31076	19	66	the	the	DET
fbem-31076	19	67	amplitude	amplitude	NOUN
fbem-31076	19	68	of	of	ADP
fbem-31076	19	69	the	the	DET
fbem-31076	19	70	working	working	NOUN
fbem-31076	19	71	frequency	frequency	NOUN
fbem-31076	19	72	(	(	PUNCT
fbem-31076	19	73	rotational	rotational	ADJ
fbem-31076	19	74	speed	speed	NOUN
fbem-31076	19	75	frequency	frequency	NOUN
fbem-31076	19	76	)	)	PUNCT
fbem-31076	19	77	shows	show	VERB
fbem-31076	19	78	a	a	DET
fbem-31076	19	79	significant	significant	ADJ
fbem-31076	19	80	increase	increase	NOUN
fbem-31076	19	81	in	in	ADP
fbem-31076	19	82	the	the	DET
fbem-31076	19	83	periodicity	periodicity	NOUN
fbem-31076	19	84	with	with	ADP
fbem-31076	19	85	the	the	DET
fbem-31076	19	86	increase	increase	NOUN
fbem-31076	19	87	in	in	ADP
fbem-31076	19	88	rotational	rotational	ADJ
fbem-31076	19	89	speed	speed	NOUN
fbem-31076	19	90	.	.	PUNCT
fbem-31076	20	1	increase	increase	VERB
fbem-31076	20	2	[	[	X
fbem-31076	20	3	2	2	NUM
fbem-31076	20	4	]	]	PUNCT
fbem-31076	20	5	.	.	PUNCT
fbem-31076	21	1	the	the	DET
fbem-31076	21	2	method	method	NOUN
fbem-31076	21	3	is	be	AUX
fbem-31076	21	4	widely	widely	ADV
fbem-31076	21	5	used	use	VERB
fbem-31076	21	6	in	in	ADP
fbem-31076	21	7	the	the	DET
fbem-31076	21	8	detection	detection	NOUN
fbem-31076	21	9	of	of	ADP
fbem-31076	21	10	mechanical	mechanical	ADJ
fbem-31076	21	11	faults	fault	NOUN
fbem-31076	21	12	such	such	ADJ
fbem-31076	21	13	as	as	ADP
fbem-31076	21	14	bearing	bear	VERB
fbem-31076	21	15	failure	failure	NOUN
fbem-31076	21	16	,	,	PUNCT
fbem-31076	21	17	rotor	rotor	NOUN
fbem-31076	21	18	imbalance	imbalance	NOUN
fbem-31076	21	19	,	,	PUNCT
fbem-31076	21	20	gear	gear	NOUN
fbem-31076	21	21	mesh	mesh	NOUN
fbem-31076	21	22	abnormality	abnormality	NOUN
fbem-31076	21	23	,	,	PUNCT
fbem-31076	21	24	etc	etc	X
fbem-31076	21	25	.	.	X
fbem-31076	22	1	it	it	PRON
fbem-31076	22	2	can	can	AUX
fbem-31076	22	3	capture	capture	VERB
fbem-31076	22	4	the	the	DET
fbem-31076	22	5	weak	weak	ADJ
fbem-31076	22	6	vibration	vibration	NOUN
fbem-31076	22	7	anomalies	anomaly	NOUN
fbem-31076	22	8	caused	cause	VERB
fbem-31076	22	9	by	by	ADP
fbem-31076	22	10	wear	wear	NOUN
fbem-31076	22	11	and	and	CCONJ
fbem-31076	22	12	tear	tear	NOUN
fbem-31076	22	13	of	of	ADP
fbem-31076	22	14	components	component	NOUN
fbem-31076	22	15	and	and	CCONJ
fbem-31076	22	16	gap	gap	NOUN
fbem-31076	22	17	changes	change	NOUN
fbem-31076	22	18	during	during	ADP
fbem-31076	22	19	the	the	DET
fbem-31076	22	20	early	early	ADJ
fbem-31076	22	21	stage	stage	NOUN
fbem-31076	22	22	of	of	ADP
fbem-31076	22	23	equipment	equipment	NOUN
fbem-31076	22	24	operation	operation	NOUN
fbem-31076	22	25	.	.	PUNCT
fbem-31076	23	1	its	its	PRON
fbem-31076	23	2	significant	significant	ADJ
fbem-31076	23	3	advantage	advantage	NOUN
fbem-31076	23	4	lies	lie	VERB
fbem-31076	23	5	in	in	ADP
fbem-31076	23	6	its	its	PRON
fbem-31076	23	7	sensitivity	sensitivity	NOUN
fbem-31076	23	8	to	to	ADP
fbem-31076	23	9	early	early	ADJ
fbem-31076	23	10	faults	fault	NOUN
fbem-31076	23	11	it	it	PRON
fbem-31076	23	12	can	can	AUX
fbem-31076	23	13	detect	detect	VERB
fbem-31076	23	14	subtle	subtle	ADJ
fbem-31076	23	15	changes	change	NOUN
fbem-31076	23	16	in	in	ADP
fbem-31076	23	17	vibration	vibration	NOUN
fbem-31076	23	18	energy	energy	NOUN
fbem-31076	23	19	at	at	ADP
fbem-31076	23	20	the	the	DET
fbem-31076	23	21	incipient	incipient	ADJ
fbem-31076	23	22	stage	stage	NOUN
fbem-31076	23	23	of	of	ADP
fbem-31076	23	24	a	a	DET
fbem-31076	23	25	fault	fault	NOUN
fbem-31076	23	26	,	,	PUNCT
fbem-31076	23	27	and	and	CCONJ
fbem-31076	23	28	it	it	PRON
fbem-31076	23	29	supports	support	VERB
fbem-31076	23	30	real	real	ADJ
fbem-31076	23	31	-	-	PUNCT
fbem-31076	23	32	time	time	NOUN
fbem-31076	23	33	on	on	ADP
fbem-31076	23	34	-	-	PUNCT
fbem-31076	23	35	line	line	NOUN
fbem-31076	23	36	monitoring	monitoring	NOUN
fbem-31076	23	37	,	,	PUNCT
fbem-31076	23	38	and	and	CCONJ
fbem-31076	23	39	realises	realise	VERB
fbem-31076	23	40	rapid	rapid	ADJ
fbem-31076	23	41	identification	identification	NOUN
fbem-31076	23	42	and	and	CCONJ
fbem-31076	23	43	positioning	positioning	NOUN
fbem-31076	23	44	of	of	ADP
fbem-31076	23	45	fault	fault	NOUN
fbem-31076	23	46	signals	signal	NOUN
fbem-31076	23	47	through	through	ADP
fbem-31076	23	48	the	the	DET
fbem-31076	23	49	embedded	embed	VERB
fbem-31076	23	50	processing	processing	NOUN
fbem-31076	23	51	unit	unit	NOUN
fbem-31076	23	52	to	to	PART
fbem-31076	23	53	satisfy	satisfy	VERB
fbem-31076	23	54	the	the	DET
fbem-31076	23	55	demand	demand	NOUN
fbem-31076	23	56	for	for	ADP
fbem-31076	23	57	dynamic	dynamic	ADJ
fbem-31076	23	58	monitoring	monitoring	NOUN
fbem-31076	23	59	of	of	ADP
fbem-31076	23	60	the	the	DET
fbem-31076	23	61	equipment	equipment	NOUN
fbem-31076	23	62	's	's	PART
fbem-31076	23	63	health	health	NOUN
fbem-31076	23	64	status	status	NOUN
fbem-31076	23	65	in	in	ADP
fbem-31076	23	66	the	the	DET
fbem-31076	23	67	industrial	industrial	ADJ
fbem-31076	23	68	field	field	NOUN
fbem-31076	23	69	.	.	PUNCT
fbem-31076	24	1	however	however	ADV
fbem-31076	24	2	,	,	PUNCT
fbem-31076	24	3	in	in	ADP
fbem-31076	24	4	practical	practical	ADJ
fbem-31076	24	5	application	application	NOUN
fbem-31076	24	6	,	,	PUNCT
fbem-31076	24	7	the	the	DET
fbem-31076	24	8	complex	complex	ADJ
fbem-31076	24	9	operating	operating	NOUN
fbem-31076	24	10	environment	environment	NOUN
fbem-31076	24	11	of	of	ADP
fbem-31076	24	12	the	the	DET
fbem-31076	24	13	turbine	turbine	NOUN
fbem-31076	24	14	poses	pose	VERB
fbem-31076	24	15	a	a	DET
fbem-31076	24	16	challenge	challenge	NOUN
fbem-31076	24	17	to	to	ADP
fbem-31076	24	18	this	this	DET
fbem-31076	24	19	technology	technology	NOUN
fbem-31076	24	20	:	:	PUNCT
fbem-31076	24	21	the	the	DET
fbem-31076	24	22	structural	structural	ADJ
fbem-31076	24	23	vibration	vibration	NOUN
fbem-31076	24	24	coupling	coupling	NOUN
fbem-31076	24	25	under	under	ADP
fbem-31076	24	26	high	high	ADJ
fbem-31076	24	27	temperature	temperature	NOUN
fbem-31076	24	28	and	and	CCONJ
fbem-31076	24	29	high	high	ADJ
fbem-31076	24	30	pressure	pressure	NOUN
fbem-31076	24	31	conditions	condition	NOUN
fbem-31076	24	32	,	,	PUNCT
fbem-31076	24	33	as	as	ADV
fbem-31076	24	34	well	well	ADV
fbem-31076	24	35	as	as	ADP
fbem-31076	24	36	electromagnetic	electromagnetic	ADJ
fbem-31076	24	37	interference	interference	NOUN
fbem-31076	24	38	,	,	PUNCT
fbem-31076	24	39	pipeline	pipeline	NOUN
fbem-31076	24	40	rheological	rheological	ADJ
fbem-31076	24	41	vibration	vibration	NOUN
fbem-31076	24	42	and	and	CCONJ
fbem-31076	24	43	other	other	ADJ
fbem-31076	24	44	multi	multi	ADJ
fbem-31076	24	45	-	-	ADJ
fbem-31076	24	46	source	source	NOUN
fbem-31076	24	47	noise	noise	NOUN
fbem-31076	24	48	can	can	AUX
fbem-31076	24	49	easily	easily	ADV
fbem-31076	24	50	lead	lead	VERB
fbem-31076	24	51	to	to	PART
fbem-31076	24	52	signal	signal	VERB
fbem-31076	24	53	distortion	distortion	NOUN
fbem-31076	24	54	,	,	PUNCT
fbem-31076	24	55	which	which	PRON
fbem-31076	24	56	makes	make	VERB
fbem-31076	24	57	it	it	PRON
fbem-31076	24	58	more	more	ADV
fbem-31076	24	59	difficult	difficult	ADJ
fbem-31076	24	60	to	to	PART
fbem-31076	24	61	extract	extract	VERB
fbem-31076	24	62	effective	effective	ADJ
fbem-31076	24	63	features	feature	NOUN
fbem-31076	24	64	;	;	PUNCT
fbem-31076	24	65	when	when	SCONJ
fbem-31076	24	66	there	there	PRON
fbem-31076	24	67	is	be	VERB
fbem-31076	24	68	a	a	DET
fbem-31076	24	69	composite	composite	ADJ
fbem-31076	24	70	fault	fault	NOUN
fbem-31076	24	71	of	of	ADP
fbem-31076	24	72	bearing	bear	VERB
fbem-31076	24	73	wear	wear	NOUN
fbem-31076	24	74	and	and	CCONJ
fbem-31076	24	75	rotor	rotor	NOUN
fbem-31076	24	76	misalignment	misalignment	NOUN
fbem-31076	24	77	,	,	PUNCT
fbem-31076	24	78	the	the	DET
fbem-31076	24	79	modulation	modulation	NOUN
fbem-31076	24	80	and	and	CCONJ
fbem-31076	24	81	superposition	superposition	NOUN
fbem-31076	24	82	of	of	ADP
fbem-31076	24	83	the	the	DET
fbem-31076	24	84	different	different	ADJ
fbem-31076	24	85	fault	fault	NOUN
fbem-31076	24	86	characteristic	characteristic	ADJ
fbem-31076	24	87	frequencies	frequency	NOUN
fbem-31076	24	88	form	form	VERB
fbem-31076	24	89	a	a	DET
fbem-31076	24	90	complex	complex	ADJ
fbem-31076	24	91	vibration	vibration	NOUN
fbem-31076	24	92	signal	signal	NOUN
fbem-31076	24	93	mode	mode	NOUN
fbem-31076	24	94	,	,	PUNCT
fbem-31076	24	95	which	which	PRON
fbem-31076	24	96	makes	make	VERB
fbem-31076	24	97	it	it	PRON
fbem-31076	24	98	difficult	difficult	ADJ
fbem-31076	24	99	for	for	ADP
fbem-31076	24	100	the	the	DET
fbem-31076	24	101	traditional	traditional	ADJ
fbem-31076	24	102	fourier	fourier	NOUN
fbem-31076	24	103	analysis	analysis	NOUN
fbem-31076	24	104	method	method	NOUN
fbem-31076	24	105	to	to	PART
fbem-31076	24	106	accurately	accurately	ADV
fbem-31076	24	107	identify	identify	VERB
fbem-31076	24	108	and	and	CCONJ
fbem-31076	24	109	locate	locate	VERB
fbem-31076	24	110	the	the	DET
fbem-31076	24	111	fault	fault	NOUN
fbem-31076	24	112	signals	signal	NOUN
fbem-31076	24	113	.	.	PUNCT
fbem-31076	25	1	fourier	fourier	ADJ
fbem-31076	25	2	analysis	analysis	NOUN
fbem-31076	25	3	method	method	NOUN
fbem-31076	25	4	is	be	AUX
fbem-31076	25	5	difficult	difficult	ADJ
fbem-31076	25	6	to	to	PART
fbem-31076	25	7	accurately	accurately	ADV
fbem-31076	25	8	decouple	decouple	VERB
fbem-31076	25	9	,	,	PUNCT
fbem-31076	25	10	need	need	VERB
fbem-31076	25	11	to	to	PART
fbem-31076	25	12	combine	combine	VERB
fbem-31076	25	13	wavelet	wavelet	NOUN
fbem-31076	25	14	transform	transform	NOUN
fbem-31076	25	15	,	,	PUNCT
fbem-31076	25	16	empirical	empirical	ADJ
fbem-31076	25	17	modal	modal	ADJ
fbem-31076	25	18	decomposition	decomposition	NOUN
fbem-31076	25	19	and	and	CCONJ
fbem-31076	25	20	other	other	ADJ
fbem-31076	25	21	time	time	NOUN
fbem-31076	25	22	-	-	PUNCT
fbem-31076	25	23	frequency	frequency	NOUN
fbem-31076	25	24	analysis	analysis	NOUN
fbem-31076	25	25	techniques	technique	NOUN
fbem-31076	25	26	to	to	PART
fbem-31076	25	27	improve	improve	VERB
fbem-31076	25	28	the	the	DET
fbem-31076	25	29	diagnostic	diagnostic	ADJ
fbem-31076	25	30	accuracy	accuracy	NOUN
fbem-31076	25	31	.	.	PUNCT
fbem-31076	26	1	3.2	3.2	NUM
fbem-31076	26	2	.	.	PUNCT
fbem-31076	26	3	fluid	fluid	ADJ
fbem-31076	26	4	analysis	analysis	NOUN
fbem-31076	26	5	technology	technology	NOUN
fbem-31076	26	6	as	as	ADP
fbem-31076	26	7	an	an	DET
fbem-31076	26	8	important	important	ADJ
fbem-31076	26	9	means	mean	NOUN
fbem-31076	26	10	of	of	ADP
fbem-31076	26	11	equipment	equipment	NOUN
fbem-31076	26	12	condition	condition	NOUN
fbem-31076	26	13	monitoring	monitoring	NOUN
fbem-31076	26	14	,	,	PUNCT
fbem-31076	26	15	oil	oil	NOUN
fbem-31076	26	16	analysis	analysis	NOUN
fbem-31076	26	17	technology	technology	NOUN
fbem-31076	26	18	realises	realise	VERB
fbem-31076	26	19	the	the	DET
fbem-31076	26	20	assessment	assessment	NOUN
fbem-31076	26	21	of	of	ADP
fbem-31076	26	22	equipment	equipment	NOUN
fbem-31076	26	23	wear	wear	VERB
fbem-31076	26	24	state	state	NOUN
fbem-31076	26	25	by	by	ADP
fbem-31076	26	26	detecting	detect	VERB
fbem-31076	26	27	the	the	DET
fbem-31076	26	28	physicochemical	physicochemical	ADJ
fbem-31076	26	29	properties	property	NOUN
fbem-31076	26	30	of	of	ADP
fbem-31076	26	31	lubricant	lubricant	NOUN
fbem-31076	26	32	(	(	PUNCT
fbem-31076	26	33	such	such	ADJ
fbem-31076	26	34	as	as	ADP
fbem-31076	26	35	viscosity	viscosity	NOUN
fbem-31076	26	36	,	,	PUNCT
fbem-31076	26	37	acid	acid	NOUN
fbem-31076	26	38	value	value	NOUN
fbem-31076	26	39	,	,	PUNCT
fbem-31076	26	40	moisture	moisture	NOUN
fbem-31076	26	41	content	content	NOUN
fbem-31076	26	42	,	,	PUNCT
fbem-31076	26	43	etc	etc	X
fbem-31076	26	44	.	.	X
fbem-31076	26	45	)	)	PUNCT
fbem-31076	27	1	and	and	CCONJ
fbem-31076	27	2	the	the	DET
fbem-31076	27	3	abrasive	abrasive	ADJ
fbem-31076	27	4	characteristics	characteristic	NOUN
fbem-31076	27	5	carried	carry	VERB
fbem-31076	27	6	in	in	ADP
fbem-31076	27	7	it	it	PRON
fbem-31076	27	8	(	(	PUNCT
fbem-31076	27	9	including	include	VERB
fbem-31076	27	10	the	the	DET
fbem-31076	27	11	morphology	morphology	NOUN
fbem-31076	27	12	,	,	PUNCT
fbem-31076	27	13	size	size	NOUN
fbem-31076	27	14	and	and	CCONJ
fbem-31076	27	15	composition	composition	NOUN
fbem-31076	27	16	of	of	ADP
fbem-31076	27	17	abrasive	abrasive	ADJ
fbem-31076	27	18	particles	particle	NOUN
fbem-31076	27	19	,	,	PUNCT
fbem-31076	27	20	etc	etc	X
fbem-31076	27	21	.	.	X
fbem-31076	27	22	)	)	PUNCT
fbem-31076	27	23	.	.	PUNCT
fbem-31076	28	1	this	this	DET
fbem-31076	28	2	technology	technology	NOUN
fbem-31076	28	3	is	be	AUX
fbem-31076	28	4	widely	widely	ADV
fbem-31076	28	5	used	use	VERB
fbem-31076	28	6	in	in	ADP
fbem-31076	28	7	the	the	DET
fbem-31076	28	8	fault	fault	NOUN
fbem-31076	28	9	diagnosis	diagnosis	NOUN
fbem-31076	28	10	of	of	ADP
fbem-31076	28	11	key	key	ADJ
fbem-31076	28	12	transmission	transmission	NOUN
fbem-31076	28	13	components	component	NOUN
fbem-31076	28	14	such	such	ADJ
fbem-31076	28	15	as	as	ADP
fbem-31076	28	16	internal	internal	ADJ
fbem-31076	28	17	combustion	combustion	NOUN
fbem-31076	28	18	engines	engine	NOUN
fbem-31076	28	19	,	,	PUNCT
fbem-31076	28	20	gearboxes	gearbox	NOUN
fbem-31076	28	21	,	,	PUNCT
fbem-31076	28	22	hydraulic	hydraulic	ADJ
fbem-31076	28	23	systems	system	NOUN
fbem-31076	28	24	,	,	PUNCT
fbem-31076	28	25	etc	etc	X
fbem-31076	28	26	.	.	X
fbem-31076	29	1	it	it	PRON
fbem-31076	29	2	can	can	AUX
fbem-31076	29	3	effectively	effectively	ADV
fbem-31076	29	4	capture	capture	VERB
fbem-31076	29	5	early	early	ADV
fbem-31076	29	6	abnormal	abnormal	ADJ
fbem-31076	29	7	signals	signal	NOUN
fbem-31076	29	8	such	such	ADJ
fbem-31076	29	9	as	as	ADP
fbem-31076	29	10	bearing	bear	VERB
fbem-31076	29	11	wear	wear	NOUN
fbem-31076	29	12	,	,	PUNCT
fbem-31076	29	13	gear	gear	NOUN
fbem-31076	29	14	gluing	gluing	NOUN
fbem-31076	29	15	,	,	PUNCT
fbem-31076	29	16	parts	part	NOUN
fbem-31076	29	17	corrosion	corrosion	NOUN
fbem-31076	29	18	,	,	PUNCT
fbem-31076	29	19	etc	etc	X
fbem-31076	29	20	.	.	X
fbem-31076	29	21	,	,	PUNCT
fbem-31076	29	22	and	and	CCONJ
fbem-31076	29	23	reflect	reflect	VERB
fbem-31076	29	24	the	the	DET
fbem-31076	29	25	overall	overall	ADJ
fbem-31076	29	26	wear	wear	NOUN
fbem-31076	29	27	condition	condition	NOUN
fbem-31076	29	28	of	of	ADP
fbem-31076	29	29	the	the	DET
fbem-31076	29	30	equipment	equipment	NOUN
fbem-31076	29	31	from	from	ADP
fbem-31076	29	32	the	the	DET
fbem-31076	29	33	global	global	ADJ
fbem-31076	29	34	perspective	perspective	NOUN
fbem-31076	29	35	of	of	ADP
fbem-31076	29	36	the	the	DET
fbem-31076	29	37	lubrication	lubrication	NOUN
fbem-31076	29	38	system	system	NOUN
fbem-31076	29	39	.	.	PUNCT
fbem-31076	30	1	its	its	PRON
fbem-31076	30	2	core	core	NOUN
fbem-31076	30	3	advantage	advantage	NOUN
fbem-31076	30	4	lies	lie	VERB
fbem-31076	30	5	in	in	ADP
fbem-31076	30	6	its	its	PRON
fbem-31076	30	7	ability	ability	NOUN
fbem-31076	30	8	to	to	PART
fbem-31076	30	9	predict	predict	VERB
fbem-31076	30	10	potential	potential	ADJ
fbem-31076	30	11	failures	failure	NOUN
fbem-31076	30	12	through	through	ADP
fbem-31076	30	13	gradual	gradual	ADJ
fbem-31076	30	14	changes	change	NOUN
fbem-31076	30	15	in	in	ADP
fbem-31076	30	16	the	the	DET
fbem-31076	30	17	fluid	fluid	NOUN
fbem-31076	30	18	,	,	PUNCT
fbem-31076	30	19	which	which	PRON
fbem-31076	30	20	has	have	VERB
fbem-31076	30	21	unique	unique	ADJ
fbem-31076	30	22	diagnostic	diagnostic	ADJ
fbem-31076	30	23	value	value	NOUN
fbem-31076	30	24	,	,	PUNCT
fbem-31076	30	25	especially	especially	ADV
fbem-31076	30	26	for	for	ADP
fbem-31076	30	27	the	the	DET
fbem-31076	30	28	slow	slow	ADJ
fbem-31076	30	29	development	development	NOUN
fbem-31076	30	30	of	of	ADP
fbem-31076	30	31	wear	wear	VERB
fbem-31076	30	32	loss	loss	NOUN
fbem-31076	30	33	patterns	pattern	NOUN
fbem-31076	30	34	.	.	PUNCT
fbem-31076	31	1	however	however	ADV
fbem-31076	31	2	,	,	PUNCT
fbem-31076	31	3	there	there	PRON
fbem-31076	31	4	are	be	VERB
fbem-31076	31	5	inherent	inherent	ADJ
fbem-31076	31	6	limitations	limitation	NOUN
fbem-31076	31	7	in	in	ADP
fbem-31076	31	8	this	this	DET
fbem-31076	31	9	technology	technology	NOUN
fbem-31076	31	10	:	:	PUNCT
fbem-31076	31	11	the	the	DET
fbem-31076	31	12	detection	detection	NOUN
fbem-31076	31	13	period	period	NOUN
fbem-31076	31	14	is	be	AUX
fbem-31076	31	15	long	long	ADJ
fbem-31076	31	16	,	,	PUNCT
fbem-31076	31	17	which	which	PRON
fbem-31076	31	18	is	be	AUX
fbem-31076	31	19	difficult	difficult	ADJ
fbem-31076	31	20	to	to	PART
fbem-31076	31	21	meet	meet	VERB
fbem-31076	31	22	the	the	DET
fbem-31076	31	23	real	real	ADJ
fbem-31076	31	24	-	-	PUNCT
fbem-31076	31	25	time	time	NOUN
fbem-31076	31	26	monitoring	monitoring	NOUN
fbem-31076	31	27	requirements	requirement	NOUN
fbem-31076	31	28	;	;	PUNCT
fbem-31076	31	29	the	the	DET
fbem-31076	31	30	oil	oil	NOUN
fbem-31076	31	31	sample	sample	NOUN
fbem-31076	31	32	collection	collection	NOUN
fbem-31076	31	33	process	process	NOUN
fbem-31076	31	34	is	be	AUX
fbem-31076	31	35	easily	easily	ADV
fbem-31076	31	36	affected	affect	VERB
fbem-31076	31	37	by	by	ADP
fbem-31076	31	38	the	the	DET
fbem-31076	31	39	sampling	sample	VERB
fbem-31076	31	40	location	location	NOUN
fbem-31076	31	41	,	,	PUNCT
fbem-31076	31	42	frequency	frequency	NOUN
fbem-31076	31	43	and	and	CCONJ
fbem-31076	31	44	operation	operation	NOUN
fbem-31076	31	45	specifications	specification	NOUN
fbem-31076	31	46	,	,	PUNCT
fbem-31076	31	47	which	which	PRON
fbem-31076	31	48	may	may	AUX
fbem-31076	31	49	lead	lead	VERB
fbem-31076	31	50	to	to	PART
fbem-31076	31	51	bias	bias	VERB
fbem-31076	31	52	in	in	ADP
fbem-31076	31	53	the	the	DET
fbem-31076	31	54	analysis	analysis	NOUN
fbem-31076	31	55	results	result	NOUN
fbem-31076	31	56	if	if	SCONJ
fbem-31076	31	57	the	the	DET
fbem-31076	31	58	samples	sample	NOUN
fbem-31076	31	59	fail	fail	VERB
fbem-31076	31	60	to	to	PART
fbem-31076	31	61	accurately	accurately	ADV
fbem-31076	31	62	reflect	reflect	VERB
fbem-31076	31	63	the	the	DET
fbem-31076	31	64	real	real	ADJ
fbem-31076	31	65	state	state	NOUN
fbem-31076	31	66	of	of	ADP
fbem-31076	31	67	the	the	DET
fbem-31076	31	68	lubrication	lubrication	NOUN
fbem-31076	31	69	system	system	NOUN
fbem-31076	31	70	;	;	PUNCT
fbem-31076	31	71	and	and	CCONJ
fbem-31076	31	72	at	at	ADP
fbem-31076	31	73	the	the	DET
fbem-31076	31	74	same	same	ADJ
fbem-31076	31	75	time	time	NOUN
fbem-31076	31	76	,	,	PUNCT
fbem-31076	31	77	the	the	DET
fbem-31076	31	78	comprehensive	comprehensive	ADJ
fbem-31076	31	79	interpretation	interpretation	NOUN
fbem-31076	31	80	of	of	ADP
fbem-31076	31	81	the	the	DET
fbem-31076	31	82	physical	physical	ADJ
fbem-31076	31	83	and	and	CCONJ
fbem-31076	31	84	chemical	chemical	NOUN
fbem-31076	31	85	indexes	index	NOUN
fbem-31076	31	86	of	of	ADP
fbem-31076	31	87	the	the	DET
fbem-31076	31	88	oil	oil	NOUN
fbem-31076	31	89	and	and	CCONJ
fbem-31076	31	90	the	the	DET
fbem-31076	31	91	characteristics	characteristic	NOUN
fbem-31076	31	92	of	of	ADP
fbem-31076	31	93	abrasive	abrasive	ADJ
fbem-31076	31	94	particles	particle	NOUN
fbem-31076	31	95	relies	rely	VERB
fbem-31076	31	96	on	on	ADP
fbem-31076	31	97	professional	professional	ADJ
fbem-31076	31	98	experience	experience	NOUN
fbem-31076	31	99	,	,	PUNCT
fbem-31076	31	100	which	which	PRON
fbem-31076	31	101	needs	need	VERB
fbem-31076	31	102	to	to	PART
fbem-31076	31	103	be	be	AUX
fbem-31076	31	104	combined	combine	VERB
fbem-31076	31	105	with	with	ADP
fbem-31076	31	106	the	the	DET
fbem-31076	31	107	systematic	systematic	ADJ
fbem-31076	31	108	study	study	NOUN
fbem-31076	31	109	of	of	ADP
fbem-31076	31	110	the	the	DET
fbem-31076	31	111	equipment	equipment	NOUN
fbem-31076	31	112	's	's	PART
fbem-31076	31	113	operating	operating	NOUN
fbem-31076	31	114	conditions	condition	NOUN
fbem-31076	31	115	.	.	PUNCT
fbem-31076	32	1	3.3	3.3	NUM
fbem-31076	32	2	.	.	PUNCT
fbem-31076	33	1	infrared	infrare	VERB
fbem-31076	33	2	thermography	thermography	NOUN
fbem-31076	33	3	infrared	infrare	VERB
fbem-31076	33	4	thermal	thermal	ADJ
fbem-31076	33	5	imaging	imaging	NOUN
fbem-31076	33	6	technology	technology	NOUN
fbem-31076	33	7	uses	use	VERB
fbem-31076	33	8	the	the	DET
fbem-31076	33	9	temperature	temperature	NOUN
fbem-31076	33	10	difference	difference	NOUN
fbem-31076	33	11	of	of	ADP
fbem-31076	33	12	the	the	DET
fbem-31076	33	13	object	object	NOUN
fbem-31076	33	14	to	to	PART
fbem-31076	33	15	generate	generate	VERB
fbem-31076	33	16	thermal	thermal	ADJ
fbem-31076	33	17	images	image	NOUN
fbem-31076	33	18	to	to	PART
fbem-31076	33	19	detect	detect	VERB
fbem-31076	33	20	faults	fault	NOUN
fbem-31076	33	21	,	,	PUNCT
fbem-31076	33	22	through	through	ADP
fbem-31076	33	23	the	the	DET
fbem-31076	33	24	reception	reception	NOUN
fbem-31076	33	25	of	of	ADP
fbem-31076	33	26	infrared	infrared	PROPN
fbem-31076	33	27	converted	convert	VERB
fbem-31076	33	28	to	to	ADP
fbem-31076	33	29	visual	visual	ADJ
fbem-31076	33	30	images	image	NOUN
fbem-31076	33	31	to	to	PART
fbem-31076	33	32	locate	locate	VERB
fbem-31076	33	33	temperature	temperature	NOUN
fbem-31076	33	34	anomalies	anomaly	NOUN
fbem-31076	33	35	in	in	ADP
fbem-31076	33	36	the	the	DET
fbem-31076	33	37	region	region	NOUN
fbem-31076	33	38	,	,	PUNCT
fbem-31076	33	39	such	such	ADJ
fbem-31076	33	40	as	as	ADP
fbem-31076	33	41	electrical	electrical	ADJ
fbem-31076	33	42	faults	fault	NOUN
fbem-31076	33	43	localised	localise	VERB
fbem-31076	33	44	overheating	overheat	VERB
fbem-31076	33	45	,	,	PUNCT
fbem-31076	33	46	pipeline	pipeline	NOUN
fbem-31076	33	47	blockage	blockage	NOUN
fbem-31076	33	48	temperature	temperature	NOUN
fbem-31076	33	49	difference	difference	NOUN
fbem-31076	33	50	.	.	PUNCT
fbem-31076	34	1	[	[	X
fbem-31076	34	2	3	3	NUM
fbem-31076	34	3	]	]	PUNCT
fbem-31076	34	4	applied	apply	VERB
fbem-31076	34	5	to	to	ADP
fbem-31076	34	6	ship	ship	NOUN
fbem-31076	34	7	turbine	turbine	NOUN
fbem-31076	34	8	electrical	electrical	ADJ
fbem-31076	34	9	faults	fault	NOUN
fbem-31076	34	10	,	,	PUNCT
fbem-31076	34	11	pipe	pipe	NOUN
fbem-31076	34	12	blockage	blockage	NOUN
fbem-31076	34	13	detection	detection	NOUN
fbem-31076	34	14	,	,	PUNCT
fbem-31076	34	15	the	the	DET
fbem-31076	34	16	advantage	advantage	NOUN
fbem-31076	34	17	is	be	AUX
fbem-31076	34	18	non	non	ADJ
fbem-31076	34	19	-	-	ADJ
fbem-31076	34	20	contact	contact	ADJ
fbem-31076	34	21	,	,	PUNCT
fbem-31076	34	22	fast	fast	ADJ
fbem-31076	34	23	detection	detection	NOUN
fbem-31076	34	24	,	,	PUNCT
fbem-31076	34	25	intuitive	intuitive	ADJ
fbem-31076	34	26	;	;	PUNCT
fbem-31076	34	27	shortcomings	shortcoming	NOUN
fbem-31076	34	28	are	be	AUX
fbem-31076	34	29	subject	subject	ADJ
fbem-31076	34	30	to	to	ADP
fbem-31076	34	31	ambient	ambient	ADJ
fbem-31076	34	32	temperature	temperature	NOUN
fbem-31076	34	33	interference	interference	NOUN
fbem-31076	34	34	,	,	PUNCT
fbem-31076	34	35	limited	limited	ADJ
fbem-31076	34	36	ability	ability	NOUN
fbem-31076	34	37	to	to	PART
fbem-31076	34	38	detect	detect	VERB
fbem-31076	34	39	internal	internal	ADJ
fbem-31076	34	40	faults	fault	NOUN
fbem-31076	34	41	.	.	PUNCT
fbem-31076	35	1	4	4	X
fbem-31076	35	2	.	.	X
fbem-31076	35	3	challenges	challenge	NOUN
fbem-31076	35	4	and	and	CCONJ
fbem-31076	35	5	strategies	strategy	NOUN
fbem-31076	35	6	for	for	ADP
fbem-31076	35	7	turbine	turbine	NOUN
fbem-31076	35	8	fault	fault	NOUN
fbem-31076	35	9	detection	detection	NOUN
fbem-31076	35	10	technology	technology	NOUN
fbem-31076	35	11	4.1	4.1	NUM
fbem-31076	35	12	.	.	PUNCT
fbem-31076	36	1	challenges	challenge	NOUN
fbem-31076	36	2	faced	face	VERB
fbem-31076	36	3	the	the	DET
fbem-31076	36	4	high	high	ADJ
fbem-31076	36	5	temperature	temperature	NOUN
fbem-31076	36	6	,	,	PUNCT
fbem-31076	36	7	high	high	ADJ
fbem-31076	36	8	humidity	humidity	NOUN
fbem-31076	36	9	and	and	CCONJ
fbem-31076	36	10	strong	strong	ADJ
fbem-31076	36	11	vibration	vibration	NOUN
fbem-31076	36	12	environment	environment	NOUN
fbem-31076	36	13	of	of	ADP
fbem-31076	36	14	ship	ship	NOUN
fbem-31076	36	15	turbine	turbine	NOUN
fbem-31076	36	16	operation	operation	NOUN
fbem-31076	36	17	significantly	significantly	ADV
fbem-31076	36	18	affects	affect	VERB
fbem-31076	36	19	the	the	DET
fbem-31076	36	20	fault	fault	NOUN
fbem-31076	36	21	detection	detection	NOUN
fbem-31076	36	22	technology	technology	NOUN
fbem-31076	36	23	:	:	PUNCT
fbem-31076	36	24	high	high	ADJ
fbem-31076	36	25	temperature	temperature	NOUN
fbem-31076	36	26	causes	cause	VERB
fbem-31076	36	27	changes	change	NOUN
fbem-31076	36	28	in	in	ADP
fbem-31076	36	29	the	the	DET
fbem-31076	36	30	performance	performance	NOUN
fbem-31076	36	31	of	of	ADP
fbem-31076	36	32	electronic	electronic	ADJ
fbem-31076	36	33	components	component	NOUN
fbem-31076	36	34	,	,	PUNCT
fbem-31076	36	35	changes	change	NOUN
fbem-31076	36	36	in	in	ADP
fbem-31076	36	37	the	the	DET
fbem-31076	36	38	physical	physical	ADJ
fbem-31076	36	39	properties	property	NOUN
fbem-31076	36	40	of	of	ADP
fbem-31076	36	41	the	the	DET
fbem-31076	36	42	detection	detection	NOUN
fbem-31076	36	43	object	object	NOUN
fbem-31076	36	44	,	,	PUNCT
fbem-31076	36	45	reducing	reduce	VERB
fbem-31076	36	46	the	the	DET
fbem-31076	36	47	accuracy	accuracy	NOUN
fbem-31076	36	48	;	;	PUNCT
fbem-31076	36	49	high	high	ADJ
fbem-31076	36	50	humidity	humidity	NOUN
fbem-31076	36	51	is	be	AUX
fbem-31076	36	52	easy	easy	ADJ
fbem-31076	36	53	to	to	PART
fbem-31076	36	54	cause	cause	VERB
fbem-31076	36	55	circuit	circuit	NOUN
fbem-31076	36	56	shortcircuiting	shortcircuiting	NOUN
fbem-31076	36	57	,	,	PUNCT
fbem-31076	36	58	component	component	NOUN
fbem-31076	36	59	damage	damage	NOUN
fbem-31076	36	60	and	and	CCONJ
fbem-31076	36	61	corrosion	corrosion	NOUN
fbem-31076	36	62	of	of	ADP
fbem-31076	36	63	the	the	DET
fbem-31076	36	64	metal	metal	NOUN
fbem-31076	36	65	,	,	PUNCT
fbem-31076	36	66	which	which	PRON
fbem-31076	36	67	interferes	interfere	VERB
fbem-31076	36	68	with	with	ADP
fbem-31076	36	69	the	the	DET
fbem-31076	36	70	signal	signal	NOUN
fbem-31076	36	71	acquisition	acquisition	NOUN
fbem-31076	36	72	;	;	PUNCT
fbem-31076	36	73	strong	strong	ADJ
fbem-31076	36	74	vibration	vibration	NOUN
fbem-31076	36	75	causes	cause	VERB
fbem-31076	36	76	the	the	DET
fbem-31076	36	77	sensor	sensor	NOUN
fbem-31076	36	78	to	to	PART
fbem-31076	36	79	be	be	AUX
fbem-31076	36	80	displaced	displace	VERB
fbem-31076	36	81	,	,	PUNCT
fbem-31076	36	82	generating	generate	VERB
fbem-31076	36	83	signal	signal	NOUN
fbem-31076	36	84	noise	noise	NOUN
fbem-31076	36	85	,	,	PUNCT
fbem-31076	36	86	which	which	PRON
fbem-31076	36	87	affects	affect	VERB
fbem-31076	36	88	the	the	DET
fbem-31076	36	89	identification	identification	NOUN
fbem-31076	36	90	of	of	ADP
fbem-31076	36	91	weak	weak	ADJ
fbem-31076	36	92	faults	fault	NOUN
fbem-31076	36	93	.	.	PUNCT
fbem-31076	37	1	detection	detection	NOUN
fbem-31076	37	2	data	data	NOUN
fbem-31076	37	3	accuracy	accuracy	NOUN
fbem-31076	37	4	is	be	AUX
fbem-31076	37	5	affected	affect	VERB
fbem-31076	37	6	by	by	ADP
fbem-31076	37	7	data	datum	NOUN
fbem-31076	37	8	noise	noise	NOUN
fbem-31076	37	9	(	(	PUNCT
fbem-31076	37	10	electromagnetic	electromagnetic	ADJ
fbem-31076	37	11	,	,	PUNCT
fbem-31076	37	12	mechanical	mechanical	ADJ
fbem-31076	37	13	interference	interference	NOUN
fbem-31076	37	14	,	,	PUNCT
fbem-31076	37	15	etc	etc	X
fbem-31076	37	16	.	.	X
fbem-31076	37	17	)	)	PUNCT
fbem-31076	37	18	and	and	CCONJ
fbem-31076	37	19	sensor	sensor	NOUN
fbem-31076	37	20	errors	error	NOUN
fbem-31076	37	21	(	(	PUNCT
fbem-31076	37	22	manufacturing	manufacturing	NOUN
fbem-31076	37	23	,	,	PUNCT
fbem-31076	37	24	aging	aging	NOUN
fbem-31076	37	25	,	,	PUNCT
fbem-31076	37	26	installation	installation	NOUN
fbem-31076	37	27	factors	factor	NOUN
fbem-31076	37	28	)	)	PUNCT
fbem-31076	37	29	,	,	PUNCT
fbem-31076	37	30	resulting	result	VERB
fbem-31076	37	31	in	in	ADP
fbem-31076	37	32	signal	signal	ADJ
fbem-31076	37	33	feature	feature	NOUN
fbem-31076	37	34	extraction	extraction	NOUN
fbem-31076	37	35	difficulties	difficulty	NOUN
fbem-31076	37	36	.	.	PUNCT
fbem-31076	38	1	different	different	ADJ
fbem-31076	38	2	turbines	turbine	NOUN
fbem-31076	38	3	and	and	CCONJ
fbem-31076	38	4	failure	failure	NOUN
fbem-31076	38	5	modes	mode	NOUN
fbem-31076	38	6	have	have	VERB
fbem-31076	38	7	different	different	ADJ
fbem-31076	38	8	requirements	requirement	NOUN
fbem-31076	38	9	for	for	ADP
fbem-31076	38	10	the	the	DET
fbem-31076	38	11	applicability	applicability	NOUN
fbem-31076	38	12	of	of	ADP
fbem-31076	38	13	the	the	DET
fbem-31076	38	14	technology	technology	NOUN
fbem-31076	38	15	:	:	PUNCT
fbem-31076	38	16	vibration	vibration	NOUN
fbem-31076	38	17	analysis	analysis	NOUN
fbem-31076	38	18	is	be	AUX
fbem-31076	38	19	applicable	applicable	ADJ
fbem-31076	38	20	to	to	ADP
fbem-31076	38	21	bearings	bearing	NOUN
fbem-31076	38	22	and	and	CCONJ
fbem-31076	38	23	other	other	ADJ
fbem-31076	38	24	faults	fault	NOUN
fbem-31076	38	25	,	,	PUNCT
fbem-31076	38	26	with	with	ADP
fbem-31076	38	27	limited	limited	ADJ
fbem-31076	38	28	ability	ability	NOUN
fbem-31076	38	29	to	to	PART
fbem-31076	38	30	detect	detect	VERB
fbem-31076	38	31	complex	complex	ADJ
fbem-31076	38	32	electrical	electrical	ADJ
fbem-31076	38	33	faults	fault	NOUN
fbem-31076	38	34	;	;	PUNCT
fbem-31076	38	35	oil	oil	NOUN
fbem-31076	38	36	analysis	analysis	NOUN
fbem-31076	38	37	is	be	AUX
fbem-31076	38	38	good	good	ADJ
fbem-31076	38	39	at	at	ADP
fbem-31076	38	40	wear	wear	NOUN
fbem-31076	38	41	and	and	CCONJ
fbem-31076	38	42	tear	tear	ADJ
fbem-31076	38	43	monitoring	monitoring	NOUN
fbem-31076	38	44	,	,	PUNCT
fbem-31076	38	45	and	and	CCONJ
fbem-31076	38	46	is	be	AUX
fbem-31076	38	47	difficult	difficult	ADJ
fbem-31076	38	48	to	to	PART
fbem-31076	38	49	cope	cope	VERB
fbem-31076	38	50	with	with	ADP
fbem-31076	38	51	sudden	sudden	ADJ
fbem-31076	38	52	structural	structural	ADJ
fbem-31076	38	53	failures	failure	NOUN
fbem-31076	38	54	;	;	PUNCT
fbem-31076	38	55	infrared	infrared	ADJ
fbem-31076	38	56	thermography	thermography	NOUN
fbem-31076	38	57	is	be	AUX
fbem-31076	38	58	good	good	ADJ
fbem-31076	38	59	for	for	ADP
fbem-31076	38	60	surface	surface	NOUN
fbem-31076	38	61	fault	fault	NOUN
fbem-31076	38	62	detection	detection	NOUN
fbem-31076	38	63	,	,	PUNCT
fbem-31076	38	64	but	but	CCONJ
fbem-31076	38	65	is	be	AUX
fbem-31076	38	66	limited	limit	VERB
fbem-31076	38	67	to	to	ADP
fbem-31076	38	68	detecting	detect	VERB
fbem-31076	38	69	deep	deep	ADJ
fbem-31076	38	70	internal	internal	ADJ
fbem-31076	38	71	faults	fault	NOUN
fbem-31076	38	72	.	.	PUNCT
fbem-31076	39	1	4.2	4.2	NUM
fbem-31076	39	2	.	.	PUNCT
fbem-31076	40	1	response	response	NOUN
fbem-31076	40	2	measures	measure	NOUN
fbem-31076	40	3	to	to	PART
fbem-31076	40	4	deal	deal	VERB
fbem-31076	40	5	with	with	ADP
fbem-31076	40	6	the	the	DET
fbem-31076	40	7	complexity	complexity	NOUN
fbem-31076	40	8	of	of	ADP
fbem-31076	40	9	the	the	DET
fbem-31076	40	10	testing	testing	NOUN
fbem-31076	40	11	environment	environment	NOUN
fbem-31076	40	12	,	,	PUNCT
fbem-31076	40	13	anti	anti	ADJ
fbem-31076	40	14	-	-	ADJ
fbem-31076	40	15	interference	interference	ADJ
fbem-31076	40	16	equipment	equipment	NOUN
fbem-31076	40	17	(	(	PUNCT
fbem-31076	40	18	heat	heat	NOUN
fbem-31076	40	19	insulation	insulation	NOUN
fbem-31076	40	20	,	,	PUNCT
fbem-31076	40	21	moisture	moisture	NOUN
fbem-31076	40	22	-	-	PUNCT
fbem-31076	40	23	proof	proof	ADJ
fbem-31076	40	24	,	,	PUNCT
fbem-31076	40	25	shock	shock	NOUN
fbem-31076	40	26	absorption	absorption	NOUN
fbem-31076	40	27	)	)	PUNCT
fbem-31076	40	28	can	can	AUX
fbem-31076	40	29	be	be	AUX
fbem-31076	40	30	developed	develop	VERB
fbem-31076	40	31	and	and	CCONJ
fbem-31076	40	32	signal	signal	VERB
fbem-31076	40	33	processing	processing	NOUN
fbem-31076	40	34	algorithms	algorithm	NOUN
fbem-31076	40	35	can	can	AUX
fbem-31076	40	36	be	be	AUX
fbem-31076	40	37	optimised	optimise	VERB
fbem-31076	40	38	;	;	PUNCT
fbem-31076	40	39	to	to	PART
fbem-31076	40	40	improve	improve	VERB
fbem-31076	40	41	data	datum	NOUN
fbem-31076	40	42	accuracy	accuracy	NOUN
fbem-31076	40	43	,	,	PUNCT
fbem-31076	40	44	noise	noise	NOUN
fbem-31076	40	45	reduction	reduction	NOUN
fbem-31076	40	46	algorithms	algorithm	NOUN
fbem-31076	40	47	such	such	ADJ
fbem-31076	40	48	as	as	ADP
fbem-31076	40	49	wavelet	wavelet	NOUN
fbem-31076	40	50	transforms	transform	VERB
fbem-31076	40	51	need	need	VERB
fbem-31076	40	52	to	to	PART
fbem-31076	40	53	be	be	AUX
fbem-31076	40	54	adopted	adopt	VERB
fbem-31076	40	55	,	,	PUNCT
fbem-31076	40	56	and	and	CCONJ
fbem-31076	40	57	sensors	sensor	NOUN
fbem-31076	40	58	need	need	VERB
fbem-31076	40	59	to	to	PART
fbem-31076	40	60	be	be	AUX
fbem-31076	40	61	regularly	regularly	ADV
fbem-31076	40	62	calibrated	calibrate	VERB
fbem-31076	40	63	and	and	CCONJ
fbem-31076	40	64	maintained	maintain	VERB
fbem-31076	40	65	;	;	PUNCT
fbem-31076	40	66	to	to	PART
fbem-31076	40	67	deal	deal	VERB
fbem-31076	40	68	with	with	ADP
fbem-31076	40	69	the	the	DET
fbem-31076	40	70	applicability	applicability	NOUN
fbem-31076	40	71	of	of	ADP
fbem-31076	40	72	the	the	DET
fbem-31076	40	73	technology	technology	NOUN
fbem-31076	40	74	,	,	PUNCT
fbem-31076	40	75	a	a	DET
fbem-31076	40	76	guide	guide	NOUN
fbem-31076	40	77	to	to	ADP
fbem-31076	40	78	the	the	DET
fbem-31076	40	79	selection	selection	NOUN
fbem-31076	40	80	of	of	ADP
fbem-31076	40	81	the	the	DET
fbem-31076	40	82	technology	technology	NOUN
fbem-31076	40	83	should	should	AUX
fbem-31076	40	84	be	be	AUX
fbem-31076	40	85	established	establish	VERB
fbem-31076	40	86	,	,	PUNCT
fbem-31076	40	87	technical	technical	ADJ
fbem-31076	40	88	principles	principle	NOUN
fbem-31076	40	89	and	and	CCONJ
fbem-31076	40	90	advantages	advantage	NOUN
fbem-31076	40	91	and	and	CCONJ
fbem-31076	40	92	disadvantages	disadvantage	NOUN
fbem-31076	40	93	should	should	AUX
fbem-31076	40	94	be	be	AUX
fbem-31076	40	95	analysed	analyse	VERB
fbem-31076	40	96	in	in	ADP
fbem-31076	40	97	conjunction	conjunction	NOUN
fbem-31076	40	98	with	with	ADP
fbem-31076	40	99	case	case	NOUN
fbem-31076	40	100	studies	study	NOUN
fbem-31076	40	101	,	,	PUNCT
fbem-31076	40	102	and	and	CCONJ
fbem-31076	40	103	training	training	NOUN
fbem-31076	40	104	for	for	ADP
fbem-31076	40	105	testing	testing	NOUN
fbem-31076	40	106	personnel	personnel	NOUN
fbem-31076	40	107	should	should	AUX
fbem-31076	40	108	be	be	AUX
fbem-31076	40	109	strengthened	strengthen	VERB
fbem-31076	40	110	[	[	PUNCT
fbem-31076	40	111	4	4	NUM
fbem-31076	40	112	]	]	PUNCT
fbem-31076	40	113	.	.	PUNCT
fbem-31076	41	1	5	5	X
fbem-31076	41	2	.	.	X
fbem-31076	41	3	emerging	emerge	VERB
fbem-31076	41	4	turbine	turbine	NOUN
fbem-31076	41	5	fault	fault	NOUN
fbem-31076	41	6	detection	detection	NOUN
fbem-31076	41	7	technology	technology	NOUN
fbem-31076	41	8	trends	trend	NOUN
fbem-31076	41	9	in	in	ADP
fbem-31076	41	10	the	the	DET
fbem-31076	41	11	field	field	NOUN
fbem-31076	41	12	of	of	ADP
fbem-31076	41	13	steam	steam	NOUN
fbem-31076	41	14	turbine	turbine	NOUN
fbem-31076	41	15	fault	fault	NOUN
fbem-31076	41	16	detection	detection	NOUN
fbem-31076	41	17	,	,	PUNCT
fbem-31076	41	18	big	big	ADJ
fbem-31076	41	19	data	datum	NOUN
fbem-31076	41	20	technology	technology	NOUN
fbem-31076	41	21	has	have	AUX
fbem-31076	41	22	built	build	VERB
fbem-31076	41	23	a	a	DET
fbem-31076	41	24	full	full	ADJ
fbem-31076	41	25	-	-	PUNCT
fbem-31076	41	26	dimensional	dimensional	ADJ
fbem-31076	41	27	condition	condition	NOUN
fbem-31076	41	28	monitoring	monitor	VERB
fbem-31076	41	29	57	57	NUM
fbem-31076	41	30	system	system	NOUN
fbem-31076	41	31	.	.	PUNCT
fbem-31076	42	1	by	by	ADP
fbem-31076	42	2	deploying	deploy	VERB
fbem-31076	42	3	a	a	DET
fbem-31076	42	4	high	high	ADJ
fbem-31076	42	5	-	-	PUNCT
fbem-31076	42	6	density	density	NOUN
fbem-31076	42	7	sensor	sensor	NOUN
fbem-31076	42	8	network	network	NOUN
fbem-31076	42	9	,	,	PUNCT
fbem-31076	42	10	multimodal	multimodal	NOUN
fbem-31076	42	11	operation	operation	NOUN
fbem-31076	42	12	data	datum	NOUN
fbem-31076	42	13	such	such	ADJ
fbem-31076	42	14	as	as	ADP
fbem-31076	42	15	vibration	vibration	NOUN
fbem-31076	42	16	acceleration	acceleration	NOUN
fbem-31076	42	17	,	,	PUNCT
fbem-31076	42	18	temperature	temperature	NOUN
fbem-31076	42	19	gradient	gradient	NOUN
fbem-31076	42	20	,	,	PUNCT
fbem-31076	42	21	pressure	pressure	NOUN
fbem-31076	42	22	pulsation	pulsation	NOUN
fbem-31076	42	23	,	,	PUNCT
fbem-31076	42	24	speed	speed	NOUN
fbem-31076	42	25	fluctuation	fluctuation	NOUN
fbem-31076	42	26	,	,	PUNCT
fbem-31076	42	27	etc	etc	X
fbem-31076	42	28	.	.	X
fbem-31076	42	29	can	can	AUX
fbem-31076	42	30	be	be	AUX
fbem-31076	42	31	collected	collect	VERB
fbem-31076	42	32	in	in	ADP
fbem-31076	42	33	real	real	ADJ
fbem-31076	42	34	time	time	NOUN
fbem-31076	42	35	,	,	PUNCT
fbem-31076	42	36	and	and	CCONJ
fbem-31076	42	37	the	the	DET
fbem-31076	42	38	average	average	ADJ
fbem-31076	42	39	daily	daily	ADJ
fbem-31076	42	40	data	data	NOUN
fbem-31076	42	41	collection	collection	NOUN
fbem-31076	42	42	volume	volume	NOUN
fbem-31076	42	43	reaches	reach	VERB
fbem-31076	42	44	gb	gb	ADP
fbem-31076	42	45	level	level	NOUN
fbem-31076	42	46	.	.	PUNCT
fbem-31076	43	1	these	these	DET
fbem-31076	43	2	heterogeneous	heterogeneous	ADJ
fbem-31076	43	3	data	datum	NOUN
fbem-31076	43	4	are	be	AUX
fbem-31076	43	5	initially	initially	ADV
fbem-31076	43	6	cleaned	clean	VERB
fbem-31076	43	7	by	by	ADP
fbem-31076	43	8	the	the	DET
fbem-31076	43	9	edge	edge	NOUN
fbem-31076	43	10	computing	compute	VERB
fbem-31076	43	11	platform	platform	NOUN
fbem-31076	43	12	,	,	PUNCT
fbem-31076	43	13	and	and	CCONJ
fbem-31076	43	14	then	then	ADV
fbem-31076	43	15	converged	converge	VERB
fbem-31076	43	16	into	into	ADP
fbem-31076	43	17	the	the	DET
fbem-31076	43	18	central	central	ADJ
fbem-31076	43	19	analysis	analysis	NOUN
fbem-31076	43	20	system	system	NOUN
fbem-31076	43	21	for	for	ADP
fbem-31076	43	22	spatial	spatial	ADJ
fbem-31076	43	23	and	and	CCONJ
fbem-31076	43	24	temporal	temporal	ADJ
fbem-31076	43	25	correlation	correlation	NOUN
fbem-31076	43	26	modelling	modelling	NOUN
fbem-31076	43	27	:	:	PUNCT
fbem-31076	43	28	the	the	DET
fbem-31076	43	29	equipment	equipment	NOUN
fbem-31076	43	30	health	health	NOUN
fbem-31076	43	31	benchmark	benchmark	NOUN
fbem-31076	43	32	model	model	NOUN
fbem-31076	43	33	is	be	AUX
fbem-31076	43	34	constructed	construct	VERB
fbem-31076	43	35	based	base	VERB
fbem-31076	43	36	on	on	ADP
fbem-31076	43	37	the	the	DET
fbem-31076	43	38	historical	historical	ADJ
fbem-31076	43	39	data	datum	NOUN
fbem-31076	43	40	,	,	PUNCT
fbem-31076	43	41	the	the	DET
fbem-31076	43	42	deviation	deviation	NOUN
fbem-31076	43	43	analysis	analysis	NOUN
fbem-31076	43	44	between	between	ADP
fbem-31076	43	45	the	the	DET
fbem-31076	43	46	real	real	ADJ
fbem-31076	43	47	-	-	PUNCT
fbem-31076	43	48	time	time	NOUN
fbem-31076	43	49	data	datum	NOUN
fbem-31076	43	50	and	and	CCONJ
fbem-31076	43	51	the	the	DET
fbem-31076	43	52	benchmark	benchmark	NOUN
fbem-31076	43	53	model	model	NOUN
fbem-31076	43	54	is	be	AUX
fbem-31076	43	55	realized	realize	VERB
fbem-31076	43	56	through	through	ADP
fbem-31076	43	57	the	the	DET
fbem-31076	43	58	dynamic	dynamic	ADJ
fbem-31076	43	59	time	time	NOUN
fbem-31076	43	60	adjustment	adjustment	NOUN
fbem-31076	43	61	algorithm	algorithm	NOUN
fbem-31076	43	62	,	,	PUNCT
fbem-31076	43	63	and	and	CCONJ
fbem-31076	43	64	a	a	DET
fbem-31076	43	65	multi	multi	ADJ
fbem-31076	43	66	-	-	ADJ
fbem-31076	43	67	level	level	ADJ
fbem-31076	43	68	warning	warning	NOUN
fbem-31076	43	69	mechanism	mechanism	NOUN
fbem-31076	43	70	is	be	AUX
fbem-31076	43	71	constructed	construct	VERB
fbem-31076	43	72	by	by	ADP
fbem-31076	43	73	combining	combine	VERB
fbem-31076	43	74	with	with	ADP
fbem-31076	43	75	the	the	DET
fbem-31076	43	76	statistical	statistical	ADJ
fbem-31076	43	77	process	process	NOUN
fbem-31076	43	78	control	control	NOUN
fbem-31076	43	79	,	,	PUNCT
fbem-31076	43	80	which	which	PRON
fbem-31076	43	81	is	be	AUX
fbem-31076	43	82	capable	capable	ADJ
fbem-31076	43	83	of	of	ADP
fbem-31076	43	84	capturing	capture	VERB
fbem-31076	43	85	the	the	DET
fbem-31076	43	86	trend	trend	NOUN
fbem-31076	43	87	of	of	ADP
fbem-31076	43	88	the	the	DET
fbem-31076	43	89	early	early	ADJ
fbem-31076	43	90	failures	failure	NOUN
fbem-31076	43	91	,	,	PUNCT
fbem-31076	43	92	such	such	ADJ
fbem-31076	43	93	as	as	ADP
fbem-31076	43	94	the	the	DET
fbem-31076	43	95	bearing	bearing	NOUN
fbem-31076	43	96	clearance	clearance	NOUN
fbem-31076	43	97	increasing	increase	VERB
fbem-31076	43	98	by	by	ADP
fbem-31076	43	99	0.05	0.05	NUM
fbem-31076	43	100	mm	mm	NOUN
fbem-31076	43	101	and	and	CCONJ
fbem-31076	43	102	the	the	DET
fbem-31076	43	103	slight	slight	ADJ
fbem-31076	43	104	corrosion	corrosion	NOUN
fbem-31076	43	105	of	of	ADP
fbem-31076	43	106	the	the	DET
fbem-31076	43	107	blades	blade	NOUN
fbem-31076	43	108	,	,	PUNCT
fbem-31076	43	109	and	and	CCONJ
fbem-31076	43	110	providing	provide	VERB
fbem-31076	43	111	data	datum	NOUN
fbem-31076	43	112	for	for	ADP
fbem-31076	43	113	predictive	predictive	ADJ
fbem-31076	43	114	maintenance	maintenance	NOUN
fbem-31076	43	115	.	.	PUNCT
fbem-31076	44	1	changes	change	NOUN
fbem-31076	44	2	,	,	PUNCT
fbem-31076	44	3	providing	provide	VERB
fbem-31076	44	4	data	datum	NOUN
fbem-31076	44	5	support	support	NOUN
fbem-31076	44	6	for	for	ADP
fbem-31076	44	7	predictive	predictive	ADJ
fbem-31076	44	8	maintenance	maintenance	NOUN
fbem-31076	44	9	.	.	PUNCT
fbem-31076	45	1	the	the	DET
fbem-31076	45	2	deep	deep	ADJ
fbem-31076	45	3	integration	integration	NOUN
fbem-31076	45	4	of	of	ADP
fbem-31076	45	5	artificial	artificial	ADJ
fbem-31076	45	6	intelligence	intelligence	NOUN
fbem-31076	45	7	technology	technology	NOUN
fbem-31076	45	8	promotes	promote	VERB
fbem-31076	45	9	fault	fault	NOUN
fbem-31076	45	10	detection	detection	NOUN
fbem-31076	45	11	from	from	ADP
fbem-31076	45	12	threshold	threshold	NOUN
fbem-31076	45	13	judgement	judgement	NOUN
fbem-31076	45	14	to	to	ADP
fbem-31076	45	15	intelligent	intelligent	ADJ
fbem-31076	45	16	diagnosis	diagnosis	NOUN
fbem-31076	45	17	.	.	PUNCT
fbem-31076	46	1	deep	deep	ADJ
fbem-31076	46	2	learning	learn	VERB
fbem-31076	46	3	algorithms	algorithm	NOUN
fbem-31076	46	4	show	show	VERB
fbem-31076	46	5	unique	unique	ADJ
fbem-31076	46	6	advantages	advantage	NOUN
fbem-31076	46	7	in	in	ADP
fbem-31076	46	8	feature	feature	NOUN
fbem-31076	46	9	engineering	engineering	NOUN
fbem-31076	46	10	:	:	PUNCT
fbem-31076	46	11	convolutional	convolutional	ADJ
fbem-31076	46	12	neural	neural	ADJ
fbem-31076	46	13	network	network	NOUN
fbem-31076	46	14	(	(	PUNCT
fbem-31076	46	15	cnn	cnn	PROPN
fbem-31076	46	16	)	)	PUNCT
fbem-31076	46	17	automatically	automatically	ADV
fbem-31076	46	18	extracts	extract	VERB
fbem-31076	46	19	the	the	DET
fbem-31076	46	20	time	time	NOUN
fbem-31076	46	21	-	-	PUNCT
fbem-31076	46	22	frequency	frequency	NOUN
fbem-31076	46	23	domain	domain	NOUN
fbem-31076	46	24	layered	layer	VERB
fbem-31076	46	25	features	feature	NOUN
fbem-31076	46	26	of	of	ADP
fbem-31076	46	27	vibration	vibration	NOUN
fbem-31076	46	28	signals	signal	NOUN
fbem-31076	46	29	through	through	ADP
fbem-31076	46	30	multilayer	multilayer	ADJ
fbem-31076	46	31	convolutional	convolutional	ADJ
fbem-31076	46	32	kernel	kernel	NOUN
fbem-31076	46	33	,	,	PUNCT
fbem-31076	46	34	and	and	CCONJ
fbem-31076	46	35	effectively	effectively	ADV
fbem-31076	46	36	identifies	identify	VERB
fbem-31076	46	37	the	the	DET
fbem-31076	46	38	1/2frequency	1/2frequency	NOUN
fbem-31076	46	39	modulation	modulation	NOUN
fbem-31076	46	40	phenomenon	phenomenon	NOUN
fbem-31076	46	41	triggered	trigger	VERB
fbem-31076	46	42	by	by	ADP
fbem-31076	46	43	the	the	DET
fbem-31076	46	44	failure	failure	NOUN
fbem-31076	46	45	of	of	ADP
fbem-31076	46	46	the	the	DET
fbem-31076	46	47	outer	outer	ADJ
fbem-31076	46	48	ring	ring	NOUN
fbem-31076	46	49	of	of	ADP
fbem-31076	46	50	the	the	DET
fbem-31076	46	51	bearing	bearing	NOUN
fbem-31076	46	52	;	;	PUNCT
fbem-31076	46	53	recurrent	recurrent	ADJ
fbem-31076	46	54	neural	neural	ADJ
fbem-31076	46	55	network	network	NOUN
fbem-31076	46	56	(	(	PUNCT
fbem-31076	46	57	rnn	rnn	PROPN
fbem-31076	46	58	)	)	PUNCT
fbem-31076	46	59	combines	combine	VERB
fbem-31076	46	60	with	with	ADP
fbem-31076	46	61	the	the	DET
fbem-31076	46	62	long	long	ADJ
fbem-31076	46	63	and	and	CCONJ
fbem-31076	46	64	short	short	ADJ
fbem-31076	46	65	-	-	PUNCT
fbem-31076	46	66	term	term	NOUN
fbem-31076	46	67	memory	memory	NOUN
fbem-31076	46	68	unit	unit	NOUN
fbem-31076	46	69	(	(	PUNCT
fbem-31076	46	70	lstm	lstm	NOUN
fbem-31076	46	71	)	)	PUNCT
fbem-31076	46	72	to	to	PART
fbem-31076	46	73	deal	deal	VERB
fbem-31076	46	74	with	with	ADP
fbem-31076	46	75	the	the	DET
fbem-31076	46	76	temperature	temperature	NOUN
fbem-31076	46	77	time	time	NOUN
fbem-31076	46	78	-	-	PUNCT
fbem-31076	46	79	series	series	NOUN
fbem-31076	46	80	data	datum	NOUN
fbem-31076	46	81	,	,	PUNCT
fbem-31076	46	82	and	and	CCONJ
fbem-31076	46	83	achieves	achieve	VERB
fbem-31076	46	84	the	the	DET
fbem-31076	46	85	trend	trend	NOUN
fbem-31076	46	86	prediction	prediction	NOUN
fbem-31076	46	87	of	of	ADP
fbem-31076	46	88	rotor	rotor	NOUN
fbem-31076	46	89	thermal	thermal	ADJ
fbem-31076	46	90	bending	bend	VERB
fbem-31076	46	91	failure	failure	NOUN
fbem-31076	46	92	.	.	PUNCT
fbem-31076	47	1	machine	machine	NOUN
fbem-31076	47	2	learning	learn	VERB
fbem-31076	47	3	algorithms	algorithm	NOUN
fbem-31076	47	4	play	play	VERB
fbem-31076	47	5	a	a	DET
fbem-31076	47	6	key	key	ADJ
fbem-31076	47	7	role	role	NOUN
fbem-31076	47	8	in	in	ADP
fbem-31076	47	9	classification	classification	NOUN
fbem-31076	47	10	decisionmaking	decisionmaking	NOUN
fbem-31076	47	11	:	:	PUNCT
fbem-31076	47	12	support	support	NOUN
fbem-31076	47	13	vector	vector	NOUN
fbem-31076	47	14	machine	machine	NOUN
fbem-31076	47	15	(	(	PUNCT
fbem-31076	47	16	svm	svm	PROPN
fbem-31076	47	17	)	)	PUNCT
fbem-31076	47	18	solves	solve	VERB
fbem-31076	47	19	the	the	DET
fbem-31076	47	20	problem	problem	NOUN
fbem-31076	47	21	of	of	ADP
fbem-31076	47	22	fault	fault	NOUN
fbem-31076	47	23	classification	classification	NOUN
fbem-31076	47	24	in	in	ADP
fbem-31076	47	25	high	high	ADJ
fbem-31076	47	26	-	-	PUNCT
fbem-31076	47	27	dimensional	dimensional	ADJ
fbem-31076	47	28	feature	feature	NOUN
fbem-31076	47	29	space	space	NOUN
fbem-31076	47	30	through	through	ADP
fbem-31076	47	31	kernel	kernel	PROPN
fbem-31076	47	32	function	function	PROPN
fbem-31076	47	33	mapping	mapping	NOUN
fbem-31076	47	34	,	,	PUNCT
fbem-31076	47	35	and	and	CCONJ
fbem-31076	47	36	the	the	DET
fbem-31076	47	37	accuracy	accuracy	NOUN
fbem-31076	47	38	rate	rate	NOUN
fbem-31076	47	39	is	be	AUX
fbem-31076	47	40	increased	increase	VERB
fbem-31076	47	41	by	by	ADP
fbem-31076	47	42	25	25	NUM
fbem-31076	47	43	%	%	NOUN
fbem-31076	47	44	compared	compare	VERB
fbem-31076	47	45	with	with	ADP
fbem-31076	47	46	the	the	DET
fbem-31076	47	47	traditional	traditional	ADJ
fbem-31076	47	48	method	method	NOUN
fbem-31076	47	49	in	in	ADP
fbem-31076	47	50	the	the	DET
fbem-31076	47	51	diagnosis	diagnosis	NOUN
fbem-31076	47	52	of	of	ADP
fbem-31076	47	53	compound	compound	NOUN
fbem-31076	47	54	faults	fault	NOUN
fbem-31076	47	55	in	in	ADP
fbem-31076	47	56	gearboxes	gearbox	NOUN
fbem-31076	47	57	;	;	PUNCT
fbem-31076	47	58	decision	decision	NOUN
fbem-31076	47	59	tree	tree	NOUN
fbem-31076	47	60	algorithm	algorithm	NOUN
fbem-31076	47	61	combines	combine	VERB
fbem-31076	47	62	the	the	DET
fbem-31076	47	63	experience	experience	NOUN
fbem-31076	47	64	of	of	ADP
fbem-31076	47	65	experts	expert	NOUN
fbem-31076	47	66	to	to	PART
fbem-31076	47	67	build	build	VERB
fbem-31076	47	68	a	a	DET
fbem-31076	47	69	fault	fault	NOUN
fbem-31076	47	70	rule	rule	NOUN
fbem-31076	47	71	base	base	NOUN
fbem-31076	47	72	,	,	PUNCT
fbem-31076	47	73	and	and	CCONJ
fbem-31076	47	74	achieves	achieve	VERB
fbem-31076	47	75	fast	fast	ADJ
fbem-31076	47	76	logical	logical	ADJ
fbem-31076	47	77	reasoning	reasoning	NOUN
fbem-31076	47	78	for	for	ADP
fbem-31076	47	79	complex	complex	ADJ
fbem-31076	47	80	faults	fault	NOUN
fbem-31076	47	81	such	such	ADJ
fbem-31076	47	82	as	as	ADP
fbem-31076	47	83	shaft	shaft	NOUN
fbem-31076	47	84	misalignment	misalignment	NOUN
fbem-31076	47	85	and	and	CCONJ
fbem-31076	47	86	steam	steam	NOUN
fbem-31076	47	87	excitation	excitation	NOUN
fbem-31076	47	88	,	,	PUNCT
fbem-31076	47	89	which	which	PRON
fbem-31076	47	90	significantly	significantly	ADV
fbem-31076	47	91	shortens	shorten	VERB
fbem-31076	47	92	the	the	DET
fbem-31076	47	93	diagnosis	diagnosis	NOUN
fbem-31076	47	94	cycle	cycle	NOUN
fbem-31076	47	95	.	.	PUNCT
fbem-31076	48	1	cycle	cycle	NOUN
fbem-31076	48	2	.	.	PUNCT
fbem-31076	49	1	in	in	ADP
fbem-31076	49	2	the	the	DET
fbem-31076	49	3	face	face	NOUN
fbem-31076	49	4	of	of	ADP
fbem-31076	49	5	the	the	DET
fbem-31076	49	6	complex	complex	ADJ
fbem-31076	49	7	working	working	NOUN
fbem-31076	49	8	conditions	condition	NOUN
fbem-31076	49	9	of	of	ADP
fbem-31076	49	10	steam	steam	NOUN
fbem-31076	49	11	turbine	turbine	NOUN
fbem-31076	49	12	coupled	couple	VERB
fbem-31076	49	13	with	with	ADP
fbem-31076	49	14	multiple	multiple	ADJ
fbem-31076	49	15	physical	physical	ADJ
fbem-31076	49	16	fields	field	NOUN
fbem-31076	49	17	,	,	PUNCT
fbem-31076	49	18	the	the	DET
fbem-31076	49	19	detection	detection	NOUN
fbem-31076	49	20	technology	technology	NOUN
fbem-31076	49	21	is	be	AUX
fbem-31076	49	22	showing	show	VERB
fbem-31076	49	23	the	the	DET
fbem-31076	49	24	development	development	NOUN
fbem-31076	49	25	trend	trend	NOUN
fbem-31076	49	26	of	of	ADP
fbem-31076	49	27	multimodal	multimodal	ADJ
fbem-31076	49	28	fusion	fusion	NOUN
fbem-31076	49	29	.	.	PUNCT
fbem-31076	50	1	vibration	vibration	NOUN
fbem-31076	50	2	analysis	analysis	NOUN
fbem-31076	50	3	technology	technology	NOUN
fbem-31076	50	4	is	be	AUX
fbem-31076	50	5	good	good	ADJ
fbem-31076	50	6	at	at	ADP
fbem-31076	50	7	capturing	capture	VERB
fbem-31076	50	8	high	high	ADJ
fbem-31076	50	9	-	-	PUNCT
fbem-31076	50	10	frequency	frequency	NOUN
fbem-31076	50	11	dynamic	dynamic	ADJ
fbem-31076	50	12	features	feature	NOUN
fbem-31076	50	13	,	,	PUNCT
fbem-31076	50	14	providing	provide	VERB
fbem-31076	50	15	micro	micro	ADJ
fbem-31076	50	16	-	-	ADJ
fbem-31076	50	17	scale	scale	ADJ
fbem-31076	50	18	signal	signal	NOUN
fbem-31076	50	19	details	detail	NOUN
fbem-31076	50	20	for	for	ADP
fbem-31076	50	21	precision	precision	NOUN
fbem-31076	50	22	diagnosis	diagnosis	NOUN
fbem-31076	50	23	;	;	PUNCT
fbem-31076	50	24	oil	oil	NOUN
fbem-31076	50	25	analysis	analysis	NOUN
fbem-31076	50	26	reveals	reveal	VERB
fbem-31076	50	27	the	the	DET
fbem-31076	50	28	progressive	progressive	ADJ
fbem-31076	50	29	wear	wear	VERB
fbem-31076	50	30	state	state	NOUN
fbem-31076	50	31	of	of	ADP
fbem-31076	50	32	the	the	DET
fbem-31076	50	33	lubrication	lubrication	NOUN
fbem-31076	50	34	system	system	NOUN
fbem-31076	50	35	through	through	ADP
fbem-31076	50	36	spectral	spectral	ADJ
fbem-31076	50	37	analysis	analysis	NOUN
fbem-31076	50	38	of	of	ADP
fbem-31076	50	39	abrasive	abrasive	ADJ
fbem-31076	50	40	grain	grain	NOUN
fbem-31076	50	41	composition	composition	NOUN
fbem-31076	50	42	;	;	PUNCT
fbem-31076	50	43	infrared	infrared	ADJ
fbem-31076	50	44	thermal	thermal	ADJ
fbem-31076	50	45	imaging	imaging	NOUN
fbem-31076	50	46	technology	technology	NOUN
fbem-31076	50	47	locates	locate	VERB
fbem-31076	50	48	the	the	DET
fbem-31076	50	49	temperature	temperature	NOUN
fbem-31076	50	50	anomaly	anomaly	NOUN
fbem-31076	50	51	area	area	NOUN
fbem-31076	50	52	at	at	ADP
fbem-31076	50	53	the	the	DET
fbem-31076	50	54	0.1	0.1	NUM
fbem-31076	50	55	℃	℃	PROPN
fbem-31076	50	56	level	level	NOUN
fbem-31076	50	57	in	in	ADP
fbem-31076	50	58	non	non	ADJ
fbem-31076	50	59	-	-	ADJ
fbem-31076	50	60	contact	contact	ADJ
fbem-31076	50	61	manner	manner	NOUN
fbem-31076	50	62	,	,	PUNCT
fbem-31076	50	63	and	and	CCONJ
fbem-31076	50	64	accurately	accurately	ADV
fbem-31076	50	65	identifies	identify	VERB
fbem-31076	50	66	the	the	DET
fbem-31076	50	67	hidden	hidden	ADJ
fbem-31076	50	68	dangers	danger	NOUN
fbem-31076	50	69	of	of	ADP
fbem-31076	50	70	thermal	thermal	ADJ
fbem-31076	50	71	faults	fault	NOUN
fbem-31076	50	72	such	such	ADJ
fbem-31076	50	73	as	as	ADP
fbem-31076	50	74	valve	valve	NOUN
fbem-31076	50	75	leakage	leakage	NOUN
fbem-31076	50	76	and	and	CCONJ
fbem-31076	50	77	poor	poor	ADJ
fbem-31076	50	78	lubrication	lubrication	NOUN
fbem-31076	50	79	of	of	ADP
fbem-31076	50	80	bearings	bearing	NOUN
fbem-31076	50	81	.	.	PUNCT
fbem-31076	51	1	through	through	ADP
fbem-31076	51	2	the	the	DET
fbem-31076	51	3	dual	dual	ADJ
fbem-31076	51	4	integration	integration	NOUN
fbem-31076	51	5	of	of	ADP
fbem-31076	51	6	the	the	DET
fbem-31076	51	7	data	data	NOUN
fbem-31076	51	8	layer	layer	NOUN
fbem-31076	51	9	(	(	PUNCT
fbem-31076	51	10	feature	feature	NOUN
fbem-31076	51	11	level	level	NOUN
fbem-31076	51	12	fusion	fusion	NOUN
fbem-31076	51	13	)	)	PUNCT
fbem-31076	51	14	and	and	CCONJ
fbem-31076	51	15	the	the	DET
fbem-31076	51	16	decision	decision	NOUN
fbem-31076	51	17	-	-	PUNCT
fbem-31076	51	18	making	make	VERB
fbem-31076	51	19	layer	layer	NOUN
fbem-31076	51	20	(	(	PUNCT
fbem-31076	51	21	evidence	evidence	NOUN
fbem-31076	51	22	theory	theory	NOUN
fbem-31076	51	23	fusion	fusion	NOUN
fbem-31076	51	24	)	)	PUNCT
fbem-31076	51	25	,	,	PUNCT
fbem-31076	51	26	these	these	DET
fbem-31076	51	27	technologies	technology	NOUN
fbem-31076	51	28	,	,	PUNCT
fbem-31076	51	29	combined	combine	VERB
fbem-31076	51	30	with	with	ADP
fbem-31076	51	31	the	the	DET
fbem-31076	51	32	fault	fault	NOUN
fbem-31076	51	33	knowledge	knowledge	NOUN
fbem-31076	51	34	base	base	NOUN
fbem-31076	51	35	constructed	construct	VERB
fbem-31076	51	36	by	by	ADP
fbem-31076	51	37	the	the	DET
fbem-31076	51	38	expert	expert	NOUN
fbem-31076	51	39	system	system	NOUN
fbem-31076	51	40	for	for	ADP
fbem-31076	51	41	comprehensive	comprehensive	ADJ
fbem-31076	51	42	reasoning	reasoning	NOUN
fbem-31076	51	43	,	,	PUNCT
fbem-31076	51	44	form	form	VERB
fbem-31076	51	45	a	a	DET
fbem-31076	51	46	three	three	NUM
fbem-31076	51	47	-	-	PUNCT
fbem-31076	51	48	dimensional	dimensional	ADJ
fbem-31076	51	49	diagnostic	diagnostic	ADJ
fbem-31076	51	50	system	system	NOUN
fbem-31076	51	51	of	of	ADP
fbem-31076	51	52	‘	'	PUNCT
fbem-31076	51	53	macroscopic	macroscopic	ADJ
fbem-31076	51	54	positioning	positioning	NOUN
fbem-31076	51	55	microscopic	microscopic	ADJ
fbem-31076	51	56	verification	verification	NOUN
fbem-31076	51	57	trend	trend	NOUN
fbem-31076	51	58	prediction	prediction	NOUN
fbem-31076	51	59	’	'	PUNCT
fbem-31076	51	60	,	,	PUNCT
fbem-31076	51	61	which	which	PRON
fbem-31076	51	62	effectively	effectively	ADV
fbem-31076	51	63	solves	solve	VERB
fbem-31076	51	64	the	the	DET
fbem-31076	51	65	problem	problem	NOUN
fbem-31076	51	66	of	of	ADP
fbem-31076	51	67	the	the	DET
fbem-31076	51	68	detection	detection	NOUN
fbem-31076	51	69	blind	blind	ADJ
fbem-31076	51	70	area	area	NOUN
fbem-31076	51	71	of	of	ADP
fbem-31076	51	72	a	a	DET
fbem-31076	51	73	single	single	ADJ
fbem-31076	51	74	technology	technology	NOUN
fbem-31076	51	75	and	and	CCONJ
fbem-31076	51	76	raises	raise	VERB
fbem-31076	51	77	the	the	DET
fbem-31076	51	78	accuracy	accuracy	NOUN
fbem-31076	51	79	rate	rate	NOUN
fbem-31076	51	80	of	of	ADP
fbem-31076	51	81	fault	fault	NOUN
fbem-31076	51	82	identification	identification	NOUN
fbem-31076	51	83	under	under	ADP
fbem-31076	51	84	complex	complex	ADJ
fbem-31076	51	85	working	working	NOUN
fbem-31076	51	86	conditions	condition	NOUN
fbem-31076	51	87	to	to	ADP
fbem-31076	51	88	more	more	ADJ
fbem-31076	51	89	than	than	ADP
fbem-31076	51	90	95	95	NUM
fbem-31076	51	91	%	%	NOUN
fbem-31076	51	92	,	,	PUNCT
fbem-31076	51	93	and	and	CCONJ
fbem-31076	51	94	provides	provide	VERB
fbem-31076	51	95	a	a	DET
fbem-31076	51	96	technical	technical	ADJ
fbem-31076	51	97	guarantee	guarantee	NOUN
fbem-31076	51	98	for	for	ADP
fbem-31076	51	99	the	the	DET
fbem-31076	51	100	reliable	reliable	ADJ
fbem-31076	51	101	operation	operation	NOUN
fbem-31076	51	102	of	of	ADP
fbem-31076	51	103	the	the	DET
fbem-31076	51	104	turbine	turbine	NOUN
fbem-31076	51	105	in	in	ADP
fbem-31076	51	106	long	long	ADJ
fbem-31076	51	107	term	term	NOUN
fbem-31076	51	108	under	under	ADP
fbem-31076	51	109	high	high	ADJ
fbem-31076	51	110	parameters	parameter	NOUN
fbem-31076	51	111	.	.	PUNCT
fbem-31076	52	1	it	it	PRON
fbem-31076	52	2	provides	provide	VERB
fbem-31076	52	3	technical	technical	ADJ
fbem-31076	52	4	guarantee	guarantee	NOUN
fbem-31076	52	5	for	for	ADP
fbem-31076	52	6	the	the	DET
fbem-31076	52	7	long	long	ADJ
fbem-31076	52	8	term	term	NOUN
fbem-31076	52	9	and	and	CCONJ
fbem-31076	52	10	reliable	reliable	ADJ
fbem-31076	52	11	operation	operation	NOUN
fbem-31076	52	12	of	of	ADP
fbem-31076	52	13	high	high	ADJ
fbem-31076	52	14	parameter	parameter	NOUN
fbem-31076	52	15	turbines	turbine	NOUN
fbem-31076	52	16	.	.	PUNCT
fbem-31076	53	1	6	6	X
fbem-31076	53	2	.	.	X
fbem-31076	53	3	conclusion	conclusion	NOUN
fbem-31076	53	4	engine	engine	NOUN
fbem-31076	53	5	fault	fault	NOUN
fbem-31076	53	6	detection	detection	NOUN
fbem-31076	53	7	technology	technology	NOUN
fbem-31076	53	8	is	be	AUX
fbem-31076	53	9	crucial	crucial	ADJ
fbem-31076	53	10	to	to	ADP
fbem-31076	53	11	the	the	DET
fbem-31076	53	12	safe	safe	ADJ
fbem-31076	53	13	,	,	PUNCT
fbem-31076	53	14	reliable	reliable	ADJ
fbem-31076	53	15	and	and	CCONJ
fbem-31076	53	16	economic	economic	ADJ
fbem-31076	53	17	operation	operation	NOUN
fbem-31076	53	18	of	of	ADP
fbem-31076	53	19	ships	ship	NOUN
fbem-31076	53	20	.	.	PUNCT
fbem-31076	54	1	the	the	DET
fbem-31076	54	2	principles	principle	NOUN
fbem-31076	54	3	,	,	PUNCT
fbem-31076	54	4	application	application	NOUN
fbem-31076	54	5	scenarios	scenario	NOUN
fbem-31076	54	6	,	,	PUNCT
fbem-31076	54	7	advantages	advantage	NOUN
fbem-31076	54	8	and	and	CCONJ
fbem-31076	54	9	disadvantages	disadvantage	NOUN
fbem-31076	54	10	of	of	ADP
fbem-31076	54	11	each	each	DET
fbem-31076	54	12	technology	technology	NOUN
fbem-31076	54	13	are	be	AUX
fbem-31076	54	14	different	different	ADJ
fbem-31076	54	15	:	:	PUNCT
fbem-31076	54	16	vibration	vibration	NOUN
fbem-31076	54	17	analysis	analysis	NOUN
fbem-31076	54	18	monitors	monitor	NOUN
fbem-31076	54	19	the	the	DET
fbem-31076	54	20	characteristics	characteristic	NOUN
fbem-31076	54	21	of	of	ADP
fbem-31076	54	22	vibration	vibration	NOUN
fbem-31076	54	23	signals	signal	NOUN
fbem-31076	54	24	,	,	PUNCT
fbem-31076	54	25	applicable	applicable	ADJ
fbem-31076	54	26	to	to	ADP
fbem-31076	54	27	bearings	bearing	NOUN
fbem-31076	54	28	and	and	CCONJ
fbem-31076	54	29	other	other	ADJ
fbem-31076	54	30	faults	fault	NOUN
fbem-31076	54	31	,	,	PUNCT
fbem-31076	54	32	sensitive	sensitive	ADJ
fbem-31076	54	33	,	,	PUNCT
fbem-31076	54	34	fast	fast	ADJ
fbem-31076	54	35	,	,	PUNCT
fbem-31076	54	36	but	but	CCONJ
fbem-31076	54	37	prone	prone	ADJ
fbem-31076	54	38	to	to	AUX
fbem-31076	54	39	interference	interference	VERB
fbem-31076	54	40	;	;	PUNCT
fbem-31076	54	41	oil	oil	NOUN
fbem-31076	54	42	analysis	analysis	NOUN
fbem-31076	54	43	through	through	ADP
fbem-31076	54	44	physical	physical	ADJ
fbem-31076	54	45	and	and	CCONJ
fbem-31076	54	46	chemical	chemical	NOUN
fbem-31076	54	47	and	and	CCONJ
fbem-31076	54	48	abrasive	abrasive	ADJ
fbem-31076	54	49	grain	grain	NOUN
fbem-31076	54	50	analysis	analysis	NOUN
fbem-31076	54	51	to	to	PART
fbem-31076	54	52	determine	determine	VERB
fbem-31076	54	53	wear	wear	NOUN
fbem-31076	54	54	,	,	PUNCT
fbem-31076	54	55	applicable	applicable	ADJ
fbem-31076	54	56	to	to	ADP
fbem-31076	54	57	diesel	diesel	NOUN
fbem-31076	54	58	engines	engine	NOUN
fbem-31076	54	59	,	,	PUNCT
fbem-31076	54	60	etc	etc	X
fbem-31076	54	61	.	.	X
fbem-31076	54	62	,	,	PUNCT
fbem-31076	54	63	to	to	PART
fbem-31076	54	64	detect	detect	VERB
fbem-31076	54	65	hidden	hidden	ADJ
fbem-31076	54	66	dangers	danger	NOUN
fbem-31076	54	67	in	in	ADP
fbem-31076	54	68	advance	advance	NOUN
fbem-31076	54	69	,	,	PUNCT
fbem-31076	54	70	but	but	CCONJ
fbem-31076	54	71	the	the	DET
fbem-31076	54	72	cycle	cycle	NOUN
fbem-31076	54	73	is	be	AUX
fbem-31076	54	74	long	long	ADJ
fbem-31076	54	75	;	;	PUNCT
fbem-31076	54	76	infrared	infrared	ADJ
fbem-31076	54	77	thermography	thermography	NOUN
fbem-31076	54	78	using	use	VERB
fbem-31076	54	79	temperature	temperature	NOUN
fbem-31076	54	80	differences	difference	NOUN
fbem-31076	54	81	in	in	ADP
fbem-31076	54	82	the	the	DET
fbem-31076	54	83	detection	detection	NOUN
fbem-31076	54	84	of	of	ADP
fbem-31076	54	85	faults	fault	NOUN
fbem-31076	54	86	,	,	PUNCT
fbem-31076	54	87	applicable	applicable	ADJ
fbem-31076	54	88	to	to	ADP
fbem-31076	54	89	electrical	electrical	ADJ
fbem-31076	54	90	and	and	CCONJ
fbem-31076	54	91	other	other	ADJ
fbem-31076	54	92	faults	fault	NOUN
fbem-31076	54	93	,	,	PUNCT
fbem-31076	54	94	non	non	ADJ
fbem-31076	54	95	-	-	NOUN
fbem-31076	54	96	contact	contact	ADJ
fbem-31076	54	97	,	,	PUNCT
fbem-31076	54	98	intuitive	intuitive	ADJ
fbem-31076	54	99	,	,	PUNCT
fbem-31076	54	100	but	but	CCONJ
fbem-31076	54	101	subject	subject	ADJ
fbem-31076	54	102	to	to	ADP
fbem-31076	54	103	the	the	DET
fbem-31076	54	104	environmental	environmental	ADJ
fbem-31076	54	105	impact	impact	NOUN
fbem-31076	54	106	of	of	ADP
fbem-31076	54	107	the	the	DET
fbem-31076	54	108	big	big	ADJ
fbem-31076	54	109	;	;	PUNCT
fbem-31076	54	110	expert	expert	NOUN
fbem-31076	54	111	system	system	NOUN
fbem-31076	54	112	based	base	VERB
fbem-31076	54	113	on	on	ADP
fbem-31076	54	114	the	the	DET
fbem-31076	54	115	the	the	DET
fbem-31076	54	116	expert	expert	NOUN
fbem-31076	54	117	system	system	NOUN
fbem-31076	54	118	is	be	AUX
fbem-31076	54	119	based	base	VERB
fbem-31076	54	120	on	on	ADP
fbem-31076	54	121	knowledge	knowledge	NOUN
fbem-31076	54	122	diagnosis	diagnosis	NOUN
fbem-31076	54	123	,	,	PUNCT
fbem-31076	54	124	applicable	applicable	ADJ
fbem-31076	54	125	to	to	ADP
fbem-31076	54	126	complex	complex	ADJ
fbem-31076	54	127	systems	system	NOUN
fbem-31076	54	128	but	but	CCONJ
fbem-31076	54	129	difficult	difficult	ADJ
fbem-31076	54	130	to	to	PART
fbem-31076	54	131	update	update	VERB
fbem-31076	54	132	the	the	DET
fbem-31076	54	133	knowledge	knowledge	NOUN
fbem-31076	54	134	base	base	NOUN
fbem-31076	55	1	[	[	X
fbem-31076	55	2	6	6	NUM
fbem-31076	55	3	]	]	PUNCT
fbem-31076	55	4	.	.	PUNCT
fbem-31076	56	1	facing	face	VERB
fbem-31076	56	2	the	the	DET
fbem-31076	56	3	challenges	challenge	NOUN
fbem-31076	56	4	of	of	ADP
fbem-31076	56	5	detection	detection	NOUN
fbem-31076	56	6	environment	environment	NOUN
fbem-31076	56	7	,	,	PUNCT
fbem-31076	56	8	data	datum	NOUN
fbem-31076	56	9	accuracy	accuracy	NOUN
fbem-31076	56	10	and	and	CCONJ
fbem-31076	56	11	technology	technology	NOUN
fbem-31076	56	12	applicability	applicability	NOUN
fbem-31076	56	13	,	,	PUNCT
fbem-31076	56	14	anti	anti	ADJ
fbem-31076	56	15	-	-	ADJ
fbem-31076	56	16	interference	interference	ADJ
fbem-31076	56	17	equipment	equipment	NOUN
fbem-31076	56	18	can	can	AUX
fbem-31076	56	19	be	be	AUX
fbem-31076	56	20	researched	research	VERB
fbem-31076	56	21	and	and	CCONJ
fbem-31076	56	22	developed	develop	VERB
fbem-31076	56	23	,	,	PUNCT
fbem-31076	56	24	data	datum	NOUN
fbem-31076	56	25	processing	processing	NOUN
fbem-31076	56	26	can	can	AUX
fbem-31076	56	27	be	be	AUX
fbem-31076	56	28	improved	improve	VERB
fbem-31076	56	29	,	,	PUNCT
fbem-31076	56	30	and	and	CCONJ
fbem-31076	56	31	selection	selection	NOUN
fbem-31076	56	32	guidelines	guideline	NOUN
fbem-31076	56	33	can	can	AUX
fbem-31076	56	34	be	be	AUX
fbem-31076	56	35	established	establish	VERB
fbem-31076	56	36	.	.	PUNCT
fbem-31076	57	1	big	big	ADJ
fbem-31076	57	2	data	data	PROPN
fbem-31076	57	3	,	,	PUNCT
fbem-31076	57	4	artificial	artificial	ADJ
fbem-31076	57	5	intelligence	intelligence	NOUN
fbem-31076	57	6	and	and	CCONJ
fbem-31076	57	7	fault	fault	VERB
fbem-31076	57	8	detection	detection	NOUN
fbem-31076	57	9	fusion	fusion	NOUN
fbem-31076	57	10	and	and	CCONJ
fbem-31076	57	11	multi	multi	ADJ
fbem-31076	57	12	-	-	ADJ
fbem-31076	57	13	technology	technology	ADJ
fbem-31076	57	14	fusion	fusion	NOUN
fbem-31076	57	15	become	become	VERB
fbem-31076	57	16	emerging	emerge	VERB
fbem-31076	57	17	trends	trend	NOUN
fbem-31076	57	18	[	[	X
fbem-31076	57	19	7	7	NUM
fbem-31076	57	20	]	]	PUNCT
fbem-31076	57	21	.	.	PUNCT
fbem-31076	58	1	future	future	ADJ
fbem-31076	58	2	technology	technology	NOUN
fbem-31076	58	3	will	will	AUX
fbem-31076	58	4	develop	develop	VERB
fbem-31076	58	5	towards	towards	ADP
fbem-31076	58	6	multi	multi	ADJ
fbem-31076	58	7	-	-	ADJ
fbem-31076	58	8	technology	technology	NOUN
fbem-31076	58	9	fusion	fusion	NOUN
fbem-31076	58	10	and	and	CCONJ
fbem-31076	58	11	intelligence	intelligence	NOUN
fbem-31076	58	12	,	,	PUNCT
fbem-31076	58	13	with	with	ADP
fbem-31076	58	14	complementary	complementary	ADJ
fbem-31076	58	15	advantages	advantage	NOUN
fbem-31076	58	16	,	,	PUNCT
fbem-31076	58	17	intelligence	intelligence	NOUN
fbem-31076	58	18	and	and	CCONJ
fbem-31076	58	19	efficiency	efficiency	NOUN
fbem-31076	58	20	.	.	PUNCT
fbem-31076	59	1	in	in	ADP
fbem-31076	59	2	this	this	DET
fbem-31076	59	3	paper	paper	NOUN
fbem-31076	59	4	,	,	PUNCT
fbem-31076	59	5	there	there	PRON
fbem-31076	59	6	is	be	VERB
fbem-31076	59	7	insufficient	insufficient	ADJ
fbem-31076	59	8	research	research	NOUN
fbem-31076	59	9	on	on	ADP
fbem-31076	59	10	the	the	DET
fbem-31076	59	11	application	application	NOUN
fbem-31076	59	12	of	of	ADP
fbem-31076	59	13	emerging	emerge	VERB
fbem-31076	59	14	technologies	technology	NOUN
fbem-31076	59	15	,	,	PUNCT
fbem-31076	59	16	so	so	SCONJ
fbem-31076	59	17	we	we	PRON
fbem-31076	59	18	can	can	AUX
fbem-31076	59	19	dig	dig	VERB
fbem-31076	59	20	deeper	deeply	ADV
fbem-31076	59	21	into	into	ADP
fbem-31076	59	22	the	the	DET
fbem-31076	59	23	potential	potential	NOUN
fbem-31076	59	24	of	of	ADP
fbem-31076	59	25	emerging	emerge	VERB
fbem-31076	59	26	technologies	technology	NOUN
fbem-31076	59	27	,	,	PUNCT
fbem-31076	59	28	explore	explore	VERB
fbem-31076	59	29	the	the	DET
fbem-31076	59	30	multi	multi	ADJ
fbem-31076	59	31	-	-	ADJ
fbem-31076	59	32	technology	technology	ADJ
fbem-31076	59	33	fusion	fusion	NOUN
fbem-31076	59	34	mode	mode	NOUN
fbem-31076	59	35	,	,	PUNCT
fbem-31076	59	36	and	and	CCONJ
fbem-31076	59	37	improve	improve	VERB
fbem-31076	59	38	the	the	DET
fbem-31076	59	39	technology	technology	NOUN
fbem-31076	59	40	selection	selection	NOUN
fbem-31076	59	41	guide	guide	NOUN
fbem-31076	59	42	under	under	ADP
fbem-31076	59	43	different	different	ADJ
fbem-31076	59	44	working	work	VERB
fbem-31076	59	45	conditions	condition	NOUN
fbem-31076	59	46	.	.	PUNCT
fbem-31076	60	1	references	reference	NOUN
fbem-31076	60	2	[	[	X
fbem-31076	60	3	1	1	NUM
fbem-31076	60	4	]	]	X
fbem-31076	60	5	aditi	aditi	PROPN
fbem-31076	60	6	baral	baral	PROPN
fbem-31076	60	7	,	,	PUNCT
fbem-31076	60	8	et	et	PROPN
fbem-31076	60	9	al	al	PROPN
fbem-31076	60	10	.	.	PUNCT
fbem-31076	61	1	"	"	PUNCT
fbem-31076	61	2	fault	fault	VERB
fbem-31076	61	3	detection	detection	NOUN
fbem-31076	61	4	in	in	ADP
fbem-31076	61	5	turbines	turbine	NOUN
fbem-31076	61	6	using	use	VERB
fbem-31076	61	7	machine	machine	NOUN
fbem-31076	61	8	learning	learning	NOUN
fbem-31076	61	9	:	:	PUNCT
fbem-31076	61	10	a	a	DET
fbem-31076	61	11	study	study	NOUN
fbem-31076	61	12	of	of	ADP
fbem-31076	61	13	the	the	DET
fbem-31076	61	14	capabilities	capability	NOUN
fbem-31076	61	15	of	of	ADP
fbem-31076	61	16	various	various	ADJ
fbem-31076	61	17	classification	classification	NOUN
fbem-31076	61	18	algorithms	algorithm	NOUN
fbem-31076	61	19	.	.	PUNCT
fbem-31076	61	20	"	"	PUNCT
fbem-31076	62	1	iop	iop	PROPN
fbem-31076	62	2	conference	conference	NOUN
fbem-31076	62	3	series	series	NOUN
fbem-31076	62	4	:	:	PUNCT
fbem-31076	62	5	materials	material	NOUN
fbem-31076	62	6	science	science	NOUN
fbem-31076	62	7	and	and	CCONJ
fbem-31076	62	8	engineering	engineering	NOUN
fbem-31076	62	9	1314	1314	NUM
fbem-31076	62	10	.	.	PUNCT
fbem-31076	63	1	1	1	NUM
fbem-31076	63	2	(	(	PUNCT
fbem-31076	63	3	2024	2024	NUM
fbem-31076	63	4	)	)	PUNCT
fbem-31076	63	5	,	,	PUNCT
fbem-31076	63	6	2	2	X
fbem-31076	63	7	.	.	PUNCT
fbem-31076	64	1	[	[	X
fbem-31076	64	2	2	2	NUM
fbem-31076	64	3	]	]	X
fbem-31076	64	4	zhen	zhen	PROPN
fbem-31076	64	5	wu	wu	PROPN
fbem-31076	64	6	,	,	PUNCT
fbem-31076	64	7	and	and	CCONJ
fbem-31076	64	8	tianzhen	tianzhen	ADV
fbem-31076	64	9	wang	wang	PROPN
fbem-31076	64	10	.	.	PUNCT
fbem-31076	65	1	"	"	PUNCT
fbem-31076	65	2	an	an	DET
fbem-31076	65	3	eglof	eglof	ADJ
fbem-31076	65	4	method	method	NOUN
fbem-31076	65	5	for	for	ADP
fbem-31076	65	6	tidal	tidal	ADJ
fbem-31076	65	7	stream	stream	NOUN
fbem-31076	65	8	turbine	turbine	NOUN
fbem-31076	65	9	blade	blade	NOUN
fbem-31076	65	10	impact	impact	NOUN
fbem-31076	65	11	fault	fault	NOUN
fbem-31076	65	12	detection	detection	NOUN
fbem-31076	65	13	.	.	PUNCT
fbem-31076	65	14	"	"	PUNCT
fbem-31076	66	1	journal	journal	PROPN
fbem-31076	66	2	of	of	ADP
fbem-31076	66	3	physics	physics	PROPN
fbem-31076	66	4	:	:	PUNCT
fbem-31076	66	5	conference	conference	NOUN
fbem-31076	66	6	series	series	NOUN
fbem-31076	66	7	2823	2823	NUM
fbem-31076	66	8	.	.	PROPN
fbem-31076	66	9	1	1	NUM
fbem-31076	66	10	(	(	PUNCT
fbem-31076	66	11	2024	2024	NUM
fbem-31076	66	12	)	)	PUNCT
fbem-31076	66	13	,	,	PUNCT
fbem-31076	66	14	32	32	NUM
fbem-31076	66	15	.	.	PUNCT
fbem-31076	67	1	[	[	X
fbem-31076	67	2	3	3	NUM
fbem-31076	67	3	]	]	X
fbem-31076	67	4	naga	naga	PROPN
fbem-31076	67	5	venkata	venkata	PROPN
fbem-31076	67	6	rama	rama	PROPN
fbem-31076	67	7	subbarao	subbarao	PROPN
fbem-31076	67	8	tadepalli	tadepalli	PROPN
fbem-31076	67	9	,	,	PUNCT
fbem-31076	67	10	and	and	CCONJ
fbem-31076	67	11	ramji	ramji	ADJ
fbem-31076	67	12	koona	koona	NOUN
fbem-31076	67	13	.	.	PUNCT
fbem-31076	68	1	"	"	PUNCT
fbem-31076	68	2	gas	gas	NOUN
fbem-31076	68	3	turbine	turbine	NOUN
fbem-31076	68	4	aero	aero	NOUN
fbem-31076	68	5	engine	engine	NOUN
fbem-31076	68	6	fault	fault	NOUN
fbem-31076	68	7	detection	detection	NOUN
fbem-31076	68	8	using	use	VERB
fbem-31076	68	9	geo	geo	PROPN
fbem-31076	68	10	-	-	PUNCT
fbem-31076	68	11	tlsvm	tlsvm	NOUN
fbem-31076	68	12	and	and	CCONJ
fbem-31076	68	13	digital	digital	ADJ
fbem-31076	68	14	twin	twin	NOUN
fbem-31076	68	15	with	with	ADP
fbem-31076	68	16	multimodal	multimodal	ADJ
fbem-31076	68	17	data	datum	NOUN
fbem-31076	68	18	analysis	analysis	NOUN
fbem-31076	68	19	.	.	PUNCT
fbem-31076	68	20	"	"	PUNCT
fbem-31076	69	1	engineering	engineer	VERB
fbem-31076	69	2	research	research	NOUN
fbem-31076	69	3	express	express	VERB
fbem-31076	69	4	6	6	NUM
fbem-31076	69	5	.	.	NOUN
fbem-31076	69	6	1	1	NUM
fbem-31076	69	7	(	(	PUNCT
fbem-31076	69	8	2024	2024	NUM
fbem-31076	69	9	)	)	PUNCT
fbem-31076	69	10	,	,	PUNCT
fbem-31076	69	11	56	56	NUM
fbem-31076	69	12	-	-	SYM
fbem-31076	69	13	58	58	NUM
fbem-31076	69	14	.	.	PUNCT
fbem-31076	70	1	[	[	X
fbem-31076	70	2	4	4	X
fbem-31076	70	3	]	]	PUNCT
fbem-31076	70	4	nadir	nadir	NOUN
fbem-31076	70	5	fenghour	fenghour	ADJ
fbem-31076	70	6	,	,	PUNCT
fbem-31076	70	7	messaoud	messaoud	NOUN
fbem-31076	70	8	bouakkaz	bouakkaz	NOUN
fbem-31076	70	9	,	,	PUNCT
fbem-31076	70	10	and	and	CCONJ
fbem-31076	70	11	elias	elias	PROPN
fbem-31076	70	12	hadjadj	hadjadj	PROPN
fbem-31076	70	13	.	.	PUNCT
fbem-31076	71	1	"	"	PUNCT
fbem-31076	71	2	utilizing	utilize	VERB
fbem-31076	71	3	principal	principal	ADJ
fbem-31076	71	4	component	component	NOUN
fbem-31076	71	5	analysis	analysis	NOUN
fbem-31076	71	6	for	for	ADP
fbem-31076	71	7	the	the	DET
fbem-31076	71	8	identification	identification	NOUN
fbem-31076	71	9	of	of	ADP
fbem-31076	71	10	gas	gas	NOUN
fbem-31076	71	11	turbine	turbine	NOUN
fbem-31076	71	12	defects	defect	NOUN
fbem-31076	71	13	.	.	PUNCT
fbem-31076	71	14	"	"	PUNCT
fbem-31076	72	1	journal	journal	NOUN
fbem-31076	72	2	of	of	ADP
fbem-31076	72	3	failure	failure	NOUN
fbem-31076	72	4	analysis	analysis	NOUN
fbem-31076	72	5	and	and	CCONJ
fbem-31076	72	6	prevention	prevention	NOUN
fbem-31076	72	7	24	24	NUM
fbem-31076	72	8	.	.	NOUN
fbem-31076	72	9	1	1	NUM
fbem-31076	72	10	(	(	PUNCT
fbem-31076	72	11	2023	2023	NUM
fbem-31076	72	12	)	)	PUNCT
fbem-31076	72	13	,	,	PUNCT
fbem-31076	72	14	67	67	NUM
fbem-31076	72	15	-	-	SYM
fbem-31076	72	16	80	80	NUM
fbem-31076	72	17	.	.	PUNCT
fbem-31076	73	1	[	[	X
fbem-31076	73	2	5	5	NUM
fbem-31076	73	3	]	]	PUNCT
fbem-31076	73	4	xie	xie	PROPN
fbem-31076	73	5	tao	tao	PROPN
fbem-31076	73	6	,	,	PUNCT
fbem-31076	73	7	et	et	PROPN
fbem-31076	73	8	al	al	PROPN
fbem-31076	73	9	.	.	PUNCT
fbem-31076	74	1	"	"	PUNCT
fbem-31076	74	2	impact	impact	NOUN
fbem-31076	74	3	fault	fault	NOUN
fbem-31076	74	4	detection	detection	NOUN
fbem-31076	74	5	for	for	ADP
fbem-31076	74	6	marine	marine	ADJ
fbem-31076	74	7	current	current	ADJ
fbem-31076	74	8	turbines	turbine	NOUN
fbem-31076	74	9	blade	blade	NOUN
fbem-31076	74	10	via	via	ADP
fbem-31076	74	11	megk	megk	NOUN
fbem-31076	74	12	-	-	PUNCT
fbem-31076	74	13	means	mean	NOUN
fbem-31076	74	14	and	and	CCONJ
fbem-31076	74	15	pca	pca	PROPN
fbem-31076	74	16	under	under	ADP
fbem-31076	74	17	variable	variable	ADJ
fbem-31076	74	18	marine	marine	ADJ
fbem-31076	74	19	conditions	condition	NOUN
fbem-31076	74	20	.	.	PUNCT
fbem-31076	74	21	"	"	PUNCT
fbem-31076	75	1	measurement	measurement	NOUN
fbem-31076	75	2	science	science	NOUN
fbem-31076	75	3	and	and	CCONJ
fbem-31076	75	4	technology	technology	NOUN
fbem-31076	75	5	34	34	NUM
fbem-31076	75	6	.	.	NOUN
fbem-31076	75	7	9	9	NUM
fbem-31076	75	8	(	(	PUNCT
fbem-31076	75	9	2023	2023	NUM
fbem-31076	75	10	)	)	PUNCT
fbem-31076	75	11	,	,	PUNCT
fbem-31076	75	12	6	6	NUM
fbem-31076	75	13	.	.	PUNCT
fbem-31076	76	1	[	[	X
fbem-31076	76	2	6	6	NUM
fbem-31076	76	3	]	]	X
fbem-31076	76	4	hadroug	hadroug	X
fbem-31076	76	5	nadji	nadji	PROPN
fbem-31076	76	6	,	,	PUNCT
fbem-31076	76	7	et	et	PROPN
fbem-31076	76	8	al	al	PROPN
fbem-31076	76	9	.	.	PUNCT
fbem-31076	77	1	"	"	PUNCT
fbem-31076	77	2	implementation	implementation	NOUN
fbem-31076	77	3	of	of	ADP
fbem-31076	77	4	vibrations	vibration	NOUN
fbem-31076	77	5	faults	fault	NOUN
fbem-31076	77	6	monitoring	monitoring	NOUN
fbem-31076	77	7	and	and	CCONJ
fbem-31076	77	8	detection	detection	NOUN
fbem-31076	77	9	on	on	ADP
fbem-31076	77	10	gas	gas	NOUN
fbem-31076	77	11	turbine	turbine	NOUN
fbem-31076	77	12	system	system	NOUN
fbem-31076	77	13	based	base	VERB
fbem-31076	77	14	on	on	ADP
fbem-31076	77	15	the	the	DET
fbem-31076	77	16	support	support	NOUN
fbem-31076	77	17	vector	vector	NOUN
fbem-31076	77	18	machine	machine	NOUN
fbem-31076	77	19	approach	approach	NOUN
fbem-31076	77	20	.	.	PUNCT
fbem-31076	77	21	"	"	PUNCT
fbem-31076	78	1	journal	journal	NOUN
fbem-31076	78	2	of	of	ADP
fbem-31076	78	3	vibration	vibration	NOUN
fbem-31076	78	4	engineering	engineering	NOUN
fbem-31076	78	5	&	&	CCONJ
fbem-31076	78	6	technologies	technology	NOUN
fbem-31076	78	7	12	12	NUM
fbem-31076	78	8	.	.	NOUN
fbem-31076	78	9	3	3	NUM
fbem-31076	78	10	(	(	PUNCT
fbem-31076	78	11	2023	2023	NUM
fbem-31076	78	12	)	)	PUNCT
fbem-31076	78	13	,	,	PUNCT
fbem-31076	78	14	87	87	NUM
fbem-31076	78	15	-	-	SYM
fbem-31076	78	16	88	88	NUM
fbem-31076	78	17	.	.	PUNCT
fbem-31076	79	1	[	[	X
fbem-31076	79	2	7	7	X
fbem-31076	79	3	]	]	X
fbem-31076	79	4	liu	liu	PROPN
fbem-31076	79	5	jiao	jiao	PROPN
fbem-31076	79	6	,	,	PUNCT
fbem-31076	79	7	et	et	PROPN
fbem-31076	79	8	al	al	PROPN
fbem-31076	79	9	.	.	PUNCT
fbem-31076	80	1	"	"	PUNCT
fbem-31076	80	2	early	early	ADJ
fbem-31076	80	3	fault	fault	NOUN
fbem-31076	80	4	detection	detection	NOUN
fbem-31076	80	5	of	of	ADP
fbem-31076	80	6	gas	gas	NOUN
fbem-31076	80	7	turbine	turbine	NOUN
fbem-31076	80	8	hot	hot	ADJ
fbem-31076	80	9	components	component	NOUN
fbem-31076	80	10	under	under	ADP
fbem-31076	80	11	different	different	ADJ
fbem-31076	80	12	ambient	ambient	NOUN
fbem-31076	80	13	and	and	CCONJ
fbem-31076	80	14	operating	operating	NOUN
fbem-31076	80	15	conditions	condition	NOUN
fbem-31076	80	16	.	.	PUNCT
fbem-31076	80	17	"	"	PUNCT
fbem-31076	81	1	proceedings	proceeding	NOUN
fbem-31076	81	2	of	of	ADP
fbem-31076	81	3	the	the	DET
fbem-31076	81	4	institution	institution	NOUN
fbem-31076	81	5	of	of	ADP
fbem-31076	81	6	mechanical	mechanical	ADJ
fbem-31076	81	7	engineers	engineer	NOUN
fbem-31076	81	8	,	,	PUNCT
fbem-31076	81	9	part	part	NOUN
fbem-31076	81	10	g	g	NOUN
fbem-31076	81	11	:	:	PUNCT
fbem-31076	81	12	journal	journal	PROPN
fbem-31076	81	13	of	of	ADP
fbem-31076	81	14	aerospace	aerospace	NOUN
fbem-31076	81	15	engineering	engineering	NOUN
fbem-31076	81	16	235	235	NUM
fbem-31076	81	17	.	.	NOUN
fbem-31076	81	18	13	13	NUM
fbem-31076	81	19	(	(	PUNCT
fbem-31076	81	20	2021	2021	NUM
fbem-31076	81	21	)	)	PUNCT
fbem-31076	81	22	,	,	PUNCT
fbem-31076	81	23	58	58	NUM
fbem-31076	81	24	.	.	PUNCT