id	sid	tid	token	lemma	pos
cet-6255	1	1	untitled	untitled	ADJ
cet-6255	1	2	cchheemmiiccaall	cchheemmiiccaall	PROPN
cet-6255	1	3	eennggiinneeeerriinngg	eennggiinneeeerriinngg	VERB
cet-6255	1	4	ttrraannssaaccttiioonnss	ttrraannssaaccttiioonns	NOUN
cet-6255	1	5	vol	vol	NOUN
cet-6255	1	6	.	.	PROPN
cet-6255	2	1	33	33	NUM
cet-6255	2	2	,	,	PUNCT
cet-6255	2	3	2013	2013	NUM
cet-6255	2	4	a	a	DET
cet-6255	2	5	publication	publication	NOUN
cet-6255	2	6	of	of	ADP
cet-6255	2	7	the	the	DET
cet-6255	2	8	italian	italian	ADJ
cet-6255	2	9	association	association	NOUN
cet-6255	2	10	of	of	ADP
cet-6255	2	11	chemical	chemical	PROPN
cet-6255	2	12	engineering	engineering	NOUN
cet-6255	2	13	online	online	ADV
cet-6255	2	14	at	at	ADP
cet-6255	2	15	:	:	PUNCT
cet-6255	2	16	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-6255	2	17	guest	guest	NOUN
cet-6255	2	18	editors	editor	NOUN
cet-6255	2	19	:	:	PUNCT
cet-6255	2	20	enrico	enrico	PROPN
cet-6255	2	21	zio	zio	PROPN
cet-6255	2	22	,	,	PUNCT
cet-6255	2	23	piero	piero	PROPN
cet-6255	2	24	baraldi	baraldi	PROPN
cet-6255	2	25	copyright	copyright	NOUN
cet-6255	2	26	©	©	PROPN
cet-6255	2	27	2013	2013	NUM
cet-6255	2	28	,	,	PUNCT
cet-6255	2	29	aidic	aidic	ADJ
cet-6255	2	30	servizi	servizi	PROPN
cet-6255	2	31	s.r.l	s.r.l	NOUN
cet-6255	2	32	.	.	PUNCT
cet-6255	2	33	,	,	PUNCT
cet-6255	2	34	isbn	isbn	PROPN
cet-6255	2	35	978	978	NUM
cet-6255	2	36	-	-	SYM
cet-6255	2	37	88	88	NUM
cet-6255	2	38	-	-	PUNCT
cet-6255	2	39	95608	95608	NUM
cet-6255	2	40	-	-	PUNCT
cet-6255	2	41	24	24	NUM
cet-6255	2	42	-	-	SYM
cet-6255	2	43	2	2	NUM
cet-6255	2	44	;	;	PUNCT
cet-6255	2	45	issn	issn	PROPN
cet-6255	2	46	1974	1974	NUM
cet-6255	2	47	-	-	SYM
cet-6255	2	48	9791	9791	NUM
cet-6255	2	49	system	system	NOUN
cet-6255	2	50	phm	phm	PROPN
cet-6255	2	51	algorithm	algorithm	PROPN
cet-6255	2	52	maturation	maturation	PROPN
cet-6255	2	53	jean	jean	PROPN
cet-6255	2	54	-	-	PUNCT
cet-6255	2	55	rémi	rémi	NOUN
cet-6255	2	56	massé*,a	massé*,a	NOUN
cet-6255	2	57	,	,	PUNCT
cet-6255	2	58	ouadie	ouadie	NOUN
cet-6255	2	59	hmadb	hmadb	NOUN
cet-6255	2	60	,	,	PUNCT
cet-6255	2	61	c	c	NOUN
cet-6255	2	62	,	,	PUNCT
cet-6255	2	63	pierre	pierre	NOUN
cet-6255	2	64	beauseroyc	beauseroyc	NOUN
cet-6255	2	65	,	,	PUNCT
cet-6255	2	66	edith	edith	PROPN
cet-6255	2	67	grall	grall	PROPN
cet-6255	2	68	-	-	PUNCT
cet-6255	2	69	maësc	maësc	PROPN
cet-6255	2	70	,	,	PUNCT
cet-6255	2	71	agnès	agnès	PROPN
cet-6255	2	72	mathevetb	mathevetb	PROPN
cet-6255	2	73	asafran	asafran	PROPN
cet-6255	2	74	snecma	snecma	PROPN
cet-6255	2	75	,	,	PUNCT
cet-6255	2	76	rond	rond	NOUN
cet-6255	2	77	point	point	NOUN
cet-6255	2	78	rené	rené	PROPN
cet-6255	2	79	ravaud	ravaud	PROPN
cet-6255	2	80	77550	77550	NUM
cet-6255	2	81	,	,	PUNCT
cet-6255	2	82	moissy	moissy	ADJ
cet-6255	2	83	cramayel	cramayel	NOUN
cet-6255	2	84	,	,	PUNCT
cet-6255	2	85	france	france	PROPN
cet-6255	2	86	bsafran	bsafran	ADJ
cet-6255	2	87	engineering	engineering	NOUN
cet-6255	2	88	services	service	NOUN
cet-6255	2	89	,	,	PUNCT
cet-6255	2	90	rond	rond	NOUN
cet-6255	2	91	point	point	NOUN
cet-6255	2	92	rené	rené	PROPN
cet-6255	2	93	ravaud	ravaud	PROPN
cet-6255	2	94	77550	77550	NUM
cet-6255	2	95	,	,	PUNCT
cet-6255	2	96	moissy	moissy	ADJ
cet-6255	2	97	cramayel	cramayel	NOUN
cet-6255	2	98	,	,	PUNCT
cet-6255	2	99	france	france	PROPN
cet-6255	2	100	cumr	cumr	ADV
cet-6255	2	101	stmr	stmr	NOUN
cet-6255	2	102	–	–	PUNCT
cet-6255	2	103	lm2s	lm2s	NOUN
cet-6255	2	104	:	:	PUNCT
cet-6255	2	105	icd	icd	PROPN
cet-6255	2	106	–	–	PUNCT
cet-6255	2	107	université	université	PROPN
cet-6255	2	108	de	de	X
cet-6255	2	109	technologie	technologie	X
cet-6255	2	110	de	de	X
cet-6255	2	111	troyes	troyes	PROPN
cet-6255	2	112	,	,	PUNCT
cet-6255	2	113	12	12	NUM
cet-6255	2	114	rue	rue	PROPN
cet-6255	2	115	marie	marie	PROPN
cet-6255	2	116	curie	curie	PROPN
cet-6255	2	117	cs	cs	PROPN
cet-6255	2	118	42060	42060	NUM
cet-6255	2	119	10004	10004	NUM
cet-6255	2	120	,	,	PUNCT
cet-6255	2	121	troyes	troye	NOUN
cet-6255	2	122	,	,	PUNCT
cet-6255	2	123	france	france	PROPN
cet-6255	2	124	jean-remi.masse@snecma.fr	jean-remi.masse@snecma.fr	VERB
cet-6255	2	125	the	the	DET
cet-6255	2	126	maturation	maturation	NOUN
cet-6255	2	127	of	of	ADP
cet-6255	2	128	phm	phm	PROPN
cet-6255	2	129	functions	function	NOUN
cet-6255	2	130	is	be	AUX
cet-6255	2	131	focused	focus	VERB
cet-6255	2	132	on	on	ADP
cet-6255	2	133	two	two	NUM
cet-6255	2	134	key	key	ADJ
cet-6255	2	135	performance	performance	NOUN
cet-6255	2	136	indicators	indicator	NOUN
cet-6255	2	137	(	(	PUNCT
cet-6255	2	138	kpi	kpi	PROPN
cet-6255	2	139	):	):	PUNCT
cet-6255	2	140	the	the	DET
cet-6255	2	141	nff	nff	PROPN
cet-6255	2	142	,	,	PUNCT
cet-6255	2	143	no	no	DET
cet-6255	2	144	fault	fault	NOUN
cet-6255	2	145	found	find	VERB
cet-6255	2	146	ratio	ratio	NOUN
cet-6255	2	147	,	,	PUNCT
cet-6255	2	148	i.e.	i.e.	X
cet-6255	2	149	probability	probability	NOUN
cet-6255	2	150	of	of	ADP
cet-6255	2	151	a	a	DET
cet-6255	2	152	fault	fault	NOUN
cet-6255	2	153	detection	detection	NOUN
cet-6255	2	154	to	to	PART
cet-6255	2	155	be	be	AUX
cet-6255	2	156	unverified	unverifie	VERB
cet-6255	2	157	,	,	PUNCT
cet-6255	2	158	and	and	CCONJ
cet-6255	2	159	the	the	DET
cet-6255	2	160	probability	probability	NOUN
cet-6255	2	161	of	of	ADP
cet-6255	2	162	detection	detection	NOUN
cet-6255	2	163	pod	pod	VERB
cet-6255	2	164	the	the	DET
cet-6255	2	165	estimation	estimation	NOUN
cet-6255	2	166	of	of	ADP
cet-6255	2	167	the	the	DET
cet-6255	2	168	second	second	ADJ
cet-6255	2	169	kpi	kpi	PROPN
cet-6255	2	170	can	can	AUX
cet-6255	2	171	be	be	AUX
cet-6255	2	172	done	do	VERB
cet-6255	2	173	by	by	ADP
cet-6255	2	174	counting	count	VERB
cet-6255	2	175	the	the	DET
cet-6255	2	176	global	global	ADJ
cet-6255	2	177	abnormality	abnormality	NOUN
cet-6255	2	178	threshold	threshold	NOUN
cet-6255	2	179	trespassing	trespassing	NOUN
cet-6255	2	180	when	when	SCONJ
cet-6255	2	181	each	each	DET
cet-6255	2	182	different	different	ADJ
cet-6255	2	183	kind	kind	NOUN
cet-6255	2	184	of	of	ADP
cet-6255	2	185	degradation	degradation	NOUN
cet-6255	2	186	is	be	AUX
cet-6255	2	187	simulated	simulate	VERB
cet-6255	2	188	.	.	PUNCT
cet-6255	3	1	the	the	DET
cet-6255	3	2	first	first	ADJ
cet-6255	3	3	kpi	kpi	PROPN
cet-6255	3	4	is	be	AUX
cet-6255	3	5	rather	rather	ADV
cet-6255	3	6	a	a	DET
cet-6255	3	7	requirement	requirement	NOUN
cet-6255	3	8	.	.	PUNCT
cet-6255	4	1	it	it	PRON
cet-6255	4	2	induces	induce	VERB
cet-6255	4	3	a	a	DET
cet-6255	4	4	constraint	constraint	NOUN
cet-6255	4	5	on	on	ADP
cet-6255	4	6	the	the	DET
cet-6255	4	7	threshold	threshold	NOUN
cet-6255	4	8	position	position	NOUN
cet-6255	4	9	in	in	ADP
cet-6255	4	10	terms	term	NOUN
cet-6255	4	11	of	of	ADP
cet-6255	4	12	probability	probability	NOUN
cet-6255	4	13	of	of	ADP
cet-6255	4	14	threshold	threshold	NOUN
cet-6255	4	15	trespassing	trespassing	NOUN
cet-6255	4	16	with	with	ADP
cet-6255	4	17	no	no	DET
cet-6255	4	18	degradation	degradation	NOUN
cet-6255	4	19	.	.	PUNCT
cet-6255	5	1	typically	typically	ADV
cet-6255	5	2	,	,	PUNCT
cet-6255	5	3	for	for	ADP
cet-6255	5	4	a	a	DET
cet-6255	5	5	probability	probability	NOUN
cet-6255	5	6	of	of	ADP
cet-6255	5	7	fault	fault	NOUN
cet-6255	5	8	occurrence	occurrence	NOUN
cet-6255	5	9	of	of	ADP
cet-6255	5	10	10	10	NUM
cet-6255	5	11	-	-	SYM
cet-6255	5	12	7	7	NUM
cet-6255	5	13	,	,	PUNCT
cet-6255	5	14	a	a	DET
cet-6255	5	15	specified	specify	VERB
cet-6255	5	16	nff	nff	PROPN
cet-6255	5	17	ratio	ratio	NOUN
cet-6255	5	18	of	of	ADP
cet-6255	5	19	1	1	NUM
cet-6255	5	20	%	%	NOUN
cet-6255	5	21	,	,	PUNCT
cet-6255	5	22	and	and	CCONJ
cet-6255	5	23	an	an	DET
cet-6255	5	24	expected	expect	VERB
cet-6255	5	25	pod	pod	NOUN
cet-6255	5	26	of	of	ADP
cet-6255	5	27	90	90	NUM
cet-6255	5	28	%	%	NOUN
cet-6255	5	29	,	,	PUNCT
cet-6255	5	30	the	the	DET
cet-6255	5	31	order	order	NOUN
cet-6255	5	32	of	of	ADP
cet-6255	5	33	magnitude	magnitude	NOUN
cet-6255	5	34	of	of	ADP
cet-6255	5	35	probability	probability	NOUN
cet-6255	5	36	of	of	ADP
cet-6255	5	37	threshold	threshold	NOUN
cet-6255	5	38	trespassing	trespassing	NOUN
cet-6255	5	39	with	with	ADP
cet-6255	5	40	no	no	DET
cet-6255	5	41	degradation	degradation	NOUN
cet-6255	5	42	should	should	AUX
cet-6255	5	43	be	be	AUX
cet-6255	5	44	10	10	NUM
cet-6255	5	45	-	-	SYM
cet-6255	5	46	9	9	NUM
cet-6255	5	47	.	.	PUNCT
cet-6255	6	1	the	the	DET
cet-6255	6	2	estimation	estimation	NOUN
cet-6255	6	3	of	of	ADP
cet-6255	6	4	such	such	ADJ
cet-6255	6	5	extreme	extreme	ADJ
cet-6255	6	6	level	level	NOUN
cet-6255	6	7	of	of	ADP
cet-6255	6	8	probability	probability	NOUN
cet-6255	6	9	needs	need	VERB
cet-6255	6	10	some	some	DET
cet-6255	6	11	parametric	parametric	ADJ
cet-6255	6	12	adjustment	adjustment	NOUN
cet-6255	6	13	of	of	ADP
cet-6255	6	14	the	the	DET
cet-6255	6	15	distribution	distribution	NOUN
cet-6255	6	16	of	of	ADP
cet-6255	6	17	the	the	DET
cet-6255	6	18	global	global	ADJ
cet-6255	6	19	abnormality	abnormality	NOUN
cet-6255	6	20	score	score	NOUN
cet-6255	6	21	with	with	ADP
cet-6255	6	22	no	no	DET
cet-6255	6	23	degradation	degradation	NOUN
cet-6255	6	24	.	.	PUNCT
cet-6255	7	1	two	two	NUM
cet-6255	7	2	phm	phm	PROPN
cet-6255	7	3	functions	function	NOUN
cet-6255	7	4	are	be	AUX
cet-6255	7	5	considered	consider	VERB
cet-6255	7	6	as	as	ADP
cet-6255	7	7	case	case	NOUN
cet-6255	7	8	studies	study	NOUN
cet-6255	7	9	:	:	PUNCT
cet-6255	7	10	turbofan	turbofan	NOUN
cet-6255	7	11	engine	engine	NOUN
cet-6255	7	12	start	start	NOUN
cet-6255	7	13	capability	capability	NOUN
cet-6255	7	14	(	(	PUNCT
cet-6255	7	15	esc	esc	NOUN
cet-6255	7	16	)	)	PUNCT
cet-6255	7	17	and	and	CCONJ
cet-6255	7	18	turbofan	turbofan	NOUN
cet-6255	7	19	engine	engine	NOUN
cet-6255	7	20	lubrication	lubrication	NOUN
cet-6255	7	21	oil	oil	NOUN
cet-6255	7	22	consumption	consumption	NOUN
cet-6255	7	23	(	(	PUNCT
cet-6255	7	24	eoc	eoc	PROPN
cet-6255	7	25	)	)	PUNCT
cet-6255	7	26	.	.	PUNCT
cet-6255	8	1	in	in	ADP
cet-6255	8	2	esc	esc	NOUN
cet-6255	8	3	the	the	DET
cet-6255	8	4	global	global	ADJ
cet-6255	8	5	abnormality	abnormality	NOUN
cet-6255	8	6	score	score	NOUN
cet-6255	8	7	is	be	AUX
cet-6255	8	8	a	a	DET
cet-6255	8	9	norm	norm	NOUN
cet-6255	8	10	of	of	ADP
cet-6255	8	11	a	a	DET
cet-6255	8	12	vector	vector	NOUN
cet-6255	8	13	of	of	ADP
cet-6255	8	14	specific	specific	ADJ
cet-6255	8	15	abnormality	abnormality	NOUN
cet-6255	8	16	scores	score	NOUN
cet-6255	8	17	.	.	PUNCT
cet-6255	9	1	some	some	DET
cet-6255	9	2	specific	specific	ADJ
cet-6255	9	3	scores	score	NOUN
cet-6255	9	4	are	be	AUX
cet-6255	9	5	devoted	devote	VERB
cet-6255	9	6	to	to	ADP
cet-6255	9	7	starter	starter	ADJ
cet-6255	9	8	air	air	NOUN
cet-6255	9	9	supply	supply	NOUN
cet-6255	9	10	.	.	PUNCT
cet-6255	10	1	in	in	ADP
cet-6255	10	2	eoc	eoc	PROPN
cet-6255	10	3	,	,	PUNCT
cet-6255	10	4	the	the	DET
cet-6255	10	5	global	global	ADJ
cet-6255	10	6	abnormality	abnormality	NOUN
cet-6255	10	7	score	score	NOUN
cet-6255	10	8	is	be	AUX
cet-6255	10	9	the	the	DET
cet-6255	10	10	consumption	consumption	NOUN
cet-6255	10	11	estimation	estimation	NOUN
cet-6255	10	12	.	.	PUNCT
cet-6255	11	1	to	to	PART
cet-6255	11	2	reach	reach	VERB
cet-6255	11	3	acceptable	acceptable	ADJ
cet-6255	11	4	pod	pod	NOUN
cet-6255	11	5	at	at	ADP
cet-6255	11	6	the	the	DET
cet-6255	11	7	specified	specified	ADJ
cet-6255	11	8	nff	nff	PROPN
cet-6255	11	9	ratio	ratio	NOUN
cet-6255	11	10	three	three	NUM
cet-6255	11	11	improvements	improvement	NOUN
cet-6255	11	12	are	be	AUX
cet-6255	11	13	needed	need	VERB
cet-6255	11	14	for	for	ADP
cet-6255	11	15	esc	esc	NOUN
cet-6255	11	16	:	:	PUNCT
cet-6255	11	17	–	–	PUNCT
cet-6255	11	18	adjust	adjust	VERB
cet-6255	11	19	the	the	DET
cet-6255	11	20	abnormality	abnormality	NOUN
cet-6255	11	21	decision	decision	NOUN
cet-6255	11	22	threshold	threshold	NOUN
cet-6255	11	23	according	accord	VERB
cet-6255	11	24	to	to	ADP
cet-6255	11	25	each	each	DET
cet-6255	11	26	candidate	candidate	NOUN
cet-6255	11	27	degradation	degradation	NOUN
cet-6255	11	28	using	use	VERB
cet-6255	11	29	extreme	extreme	ADJ
cet-6255	11	30	value	value	NOUN
cet-6255	11	31	quantiles	quantile	NOUN
cet-6255	11	32	on	on	ADP
cet-6255	11	33	the	the	DET
cet-6255	11	34	global	global	ADJ
cet-6255	11	35	abnormality	abnormality	NOUN
cet-6255	11	36	score	score	NOUN
cet-6255	11	37	distribution	distribution	NOUN
cet-6255	11	38	–	–	PUNCT
cet-6255	11	39	average	average	ADJ
cet-6255	11	40	the	the	DET
cet-6255	11	41	global	global	ADJ
cet-6255	11	42	abnormality	abnormality	NOUN
cet-6255	11	43	score	score	NOUN
cet-6255	11	44	on	on	ADP
cet-6255	11	45	five	five	NUM
cet-6255	11	46	consecutive	consecutive	ADJ
cet-6255	11	47	starts	start	NOUN
cet-6255	11	48	–	–	PUNCT
cet-6255	11	49	learn	learn	VERB
cet-6255	11	50	the	the	DET
cet-6255	11	51	regression	regression	NOUN
cet-6255	11	52	relations	relation	NOUN
cet-6255	11	53	specifically	specifically	ADV
cet-6255	11	54	on	on	ADP
cet-6255	11	55	each	each	DET
cet-6255	11	56	engine	engine	NOUN
cet-6255	11	57	.	.	PUNCT
cet-6255	12	1	the	the	DET
cet-6255	12	2	first	first	ADJ
cet-6255	12	3	improvement	improvement	NOUN
cet-6255	12	4	is	be	AUX
cet-6255	12	5	a	a	DET
cet-6255	12	6	novelty	novelty	NOUN
cet-6255	12	7	.	.	PUNCT
cet-6255	13	1	it	it	PRON
cet-6255	13	2	is	be	AUX
cet-6255	13	3	successfully	successfully	ADV
cet-6255	13	4	applied	apply	VERB
cet-6255	13	5	to	to	ADP
cet-6255	13	6	both	both	DET
cet-6255	13	7	esc	esc	NOUN
cet-6255	13	8	and	and	CCONJ
cet-6255	13	9	eoc	eoc	NOUN
cet-6255	13	10	functions	function	NOUN
cet-6255	13	11	.	.	PUNCT
cet-6255	14	1	it	it	PRON
cet-6255	14	2	is	be	AUX
cet-6255	14	3	generic	generic	ADJ
cet-6255	14	4	to	to	ADP
cet-6255	14	5	all	all	DET
cet-6255	14	6	airborne	airborne	ADJ
cet-6255	14	7	system	system	NOUN
cet-6255	14	8	phm	phm	NOUN
cet-6255	14	9	functions	function	NOUN
cet-6255	14	10	based	base	VERB
cet-6255	14	11	on	on	ADP
cet-6255	14	12	abnormality	abnormality	NOUN
cet-6255	14	13	scores	score	NOUN
cet-6255	14	14	.	.	PUNCT
cet-6255	15	1	1	1	X
cet-6255	15	2	.	.	X
cet-6255	15	3	introduction	introduction	NOUN
cet-6255	15	4	a	a	DET
cet-6255	15	5	maturation	maturation	NOUN
cet-6255	15	6	process	process	NOUN
cet-6255	15	7	of	of	ADP
cet-6255	15	8	phm	phm	PROPN
cet-6255	15	9	functions	function	NOUN
cet-6255	15	10	is	be	AUX
cet-6255	15	11	followed	follow	VERB
cet-6255	15	12	.	.	PUNCT
cet-6255	16	1	first	first	ADV
cet-6255	16	2	,	,	PUNCT
cet-6255	16	3	generic	generic	ADJ
cet-6255	16	4	sub	sub	NOUN
cet-6255	16	5	functions	function	NOUN
cet-6255	16	6	of	of	ADP
cet-6255	16	7	system	system	NOUN
cet-6255	16	8	phm	phm	NOUN
cet-6255	16	9	are	be	AUX
cet-6255	16	10	considered	consider	VERB
cet-6255	16	11	.	.	PUNCT
cet-6255	17	1	this	this	PRON
cet-6255	17	2	is	be	AUX
cet-6255	17	3	illustrated	illustrate	VERB
cet-6255	17	4	on	on	ADP
cet-6255	17	5	two	two	NUM
cet-6255	17	6	use	use	NOUN
cet-6255	17	7	cases	case	NOUN
cet-6255	17	8	.	.	PUNCT
cet-6255	18	1	then	then	ADV
cet-6255	18	2	,	,	PUNCT
cet-6255	18	3	two	two	NUM
cet-6255	18	4	key	key	ADJ
cet-6255	18	5	performance	performance	NOUN
cet-6255	18	6	indicators	indicator	NOUN
cet-6255	18	7	(	(	PUNCT
cet-6255	18	8	kpi	kpi	PROPN
cet-6255	18	9	)	)	PUNCT
cet-6255	18	10	are	be	AUX
cet-6255	18	11	chosen	choose	VERB
cet-6255	18	12	according	accord	VERB
cet-6255	18	13	to	to	ADP
cet-6255	18	14	the	the	DET
cet-6255	18	15	considered	consider	VERB
cet-6255	18	16	sub	sub	NOUN
cet-6255	18	17	functions	function	NOUN
cet-6255	18	18	and	and	CCONJ
cet-6255	18	19	to	to	ADP
cet-6255	18	20	airline	airline	NOUN
cet-6255	18	21	business	business	NOUN
cet-6255	18	22	models	model	NOUN
cet-6255	18	23	.	.	PUNCT
cet-6255	19	1	the	the	DET
cet-6255	19	2	estimation	estimation	NOUN
cet-6255	19	3	of	of	ADP
cet-6255	19	4	these	these	DET
cet-6255	19	5	kpi	kpi	PROPN
cet-6255	19	6	is	be	AUX
cet-6255	19	7	defined	define	VERB
cet-6255	19	8	.	.	PUNCT
cet-6255	20	1	to	to	PART
cet-6255	20	2	reach	reach	VERB
cet-6255	20	3	acceptable	acceptable	ADJ
cet-6255	20	4	levels	level	NOUN
cet-6255	20	5	of	of	ADP
cet-6255	20	6	kpi	kpi	PROPN
cet-6255	20	7	on	on	ADP
cet-6255	20	8	the	the	DET
cet-6255	20	9	use	use	NOUN
cet-6255	20	10	cases	case	NOUN
cet-6255	20	11	,	,	PUNCT
cet-6255	20	12	some	some	DET
cet-6255	20	13	improvements	improvement	NOUN
cet-6255	20	14	of	of	ADP
cet-6255	20	15	the	the	DET
cet-6255	20	16	functions	function	NOUN
cet-6255	20	17	are	be	AUX
cet-6255	20	18	proposed	propose	VERB
cet-6255	20	19	.	.	PUNCT
cet-6255	21	1	2	2	X
cet-6255	21	2	.	.	X
cet-6255	21	3	case	case	NOUN
cet-6255	21	4	studies	study	VERB
cet-6255	21	5	2.1	2.1	NUM
cet-6255	21	6	general	general	ADJ
cet-6255	21	7	phm	phm	PROPN
cet-6255	21	8	functions	function	NOUN
cet-6255	21	9	are	be	AUX
cet-6255	21	10	usually	usually	ADV
cet-6255	21	11	represented	represent	VERB
cet-6255	21	12	as	as	ADP
cet-6255	21	13	osa	osa	PROPN
cet-6255	21	14	-	-	PUNCT
cet-6255	21	15	cbm	cbm	ADJ
cet-6255	21	16	architecture	architecture	NOUN
cet-6255	21	17	(	(	PUNCT
cet-6255	21	18	mimosa	mimosa	NOUN
cet-6255	21	19	,	,	PUNCT
cet-6255	21	20	1998	1998	NUM
cet-6255	21	21	)	)	PUNCT
cet-6255	21	22	.	.	PUNCT
cet-6255	22	1	table	table	NOUN
cet-6255	22	2	1	1	NUM
cet-6255	22	3	typically	typically	ADV
cet-6255	22	4	represents	represent	VERB
cet-6255	22	5	such	such	DET
cet-6255	22	6	an	an	DET
cet-6255	22	7	architectural	architectural	ADJ
cet-6255	22	8	architecture	architecture	NOUN
cet-6255	22	9	applied	apply	VERB
cet-6255	22	10	to	to	ADP
cet-6255	22	11	a	a	DET
cet-6255	22	12	system	system	NOUN
cet-6255	22	13	phm	phm	NOUN
cet-6255	22	14	(	(	PUNCT
cet-6255	22	15	lacaille	lacaille	NOUN
cet-6255	22	16	,	,	PUNCT
cet-6255	22	17	2010	2010	NUM
cet-6255	22	18	)	)	PUNCT
cet-6255	22	19	.	.	PUNCT
cet-6255	23	1	the	the	DET
cet-6255	23	2	specificities	specificity	NOUN
cet-6255	23	3	of	of	ADP
cet-6255	23	4	a	a	DET
cet-6255	23	5	given	give	VERB
cet-6255	23	6	phm	phm	NOUN
cet-6255	23	7	function	function	NOUN
cet-6255	23	8	are	be	AUX
cet-6255	23	9	restricted	restrict	VERB
cet-6255	23	10	to	to	PART
cet-6255	23	11	level	level	VERB
cet-6255	23	12	#	#	SYM
cet-6255	23	13	1	1	NUM
cet-6255	23	14	data	datum	NOUN
cet-6255	23	15	acquisition	acquisition	NOUN
cet-6255	23	16	and	and	CCONJ
cet-6255	23	17	level	level	NOUN
cet-6255	23	18	#	#	SYM
cet-6255	23	19	2	2	NUM
cet-6255	23	20	data	datum	NOUN
cet-6255	23	21	manipulation	manipulation	NOUN
cet-6255	23	22	through	through	ADP
cet-6255	23	23	indicators	indicator	NOUN
cet-6255	23	24	and	and	CCONJ
cet-6255	23	25	context	context	NOUN
cet-6255	23	26	parameters	parameter	NOUN
cet-6255	23	27	.	.	PUNCT
cet-6255	24	1	the	the	DET
cet-6255	24	2	next	next	ADJ
cet-6255	24	3	levels	level	NOUN
cet-6255	24	4	are	be	AUX
cet-6255	24	5	,	,	PUNCT
cet-6255	24	6	in	in	ADP
cet-6255	24	7	general	general	ADJ
cet-6255	24	8	,	,	PUNCT
cet-6255	24	9	common	common	ADJ
cet-6255	24	10	and	and	CCONJ
cet-6255	24	11	may	may	AUX
cet-6255	24	12	doi	doi	VERB
cet-6255	24	13	:	:	PUNCT
cet-6255	24	14	10.3303	10.3303	NUM
cet-6255	24	15	/	/	SYM
cet-6255	24	16	cet1333048	cet1333048	NOUN
cet-6255	24	17	please	please	INTJ
cet-6255	24	18	cite	cite	VERB
cet-6255	24	19	this	this	DET
cet-6255	24	20	article	article	NOUN
cet-6255	24	21	as	as	SCONJ
cet-6255	24	22	:	:	PUNCT
cet-6255	24	23	masse	masse	PROPN
cet-6255	24	24	j.r	j.r	PROPN
cet-6255	24	25	.	.	PROPN
cet-6255	24	26	,	,	PUNCT
cet-6255	24	27	hmad	hmad	PROPN
cet-6255	24	28	o.	o.	NOUN
cet-6255	24	29	,	,	PUNCT
cet-6255	24	30	beauseroy	beauseroy	ADJ
cet-6255	24	31	p.	p.	NOUN
cet-6255	24	32	,	,	PUNCT
cet-6255	24	33	grall	grall	PROPN
cet-6255	24	34	-	-	PUNCT
cet-6255	24	35	maes	maes	PROPN
cet-6255	24	36	e.	e.	PROPN
cet-6255	24	37	,	,	PUNCT
cet-6255	24	38	mathevet	mathevet	PROPN
cet-6255	24	39	a.	a.	PROPN
cet-6255	24	40	,	,	PUNCT
cet-6255	24	41	2013	2013	NUM
cet-6255	24	42	,	,	PUNCT
cet-6255	24	43	system	system	NOUN
cet-6255	24	44	phm	phm	NOUN
cet-6255	24	45	algorithm	algorithm	PROPN
cet-6255	24	46	maturation	maturation	NOUN
cet-6255	24	47	,	,	PUNCT
cet-6255	24	48	chemical	chemical	NOUN
cet-6255	24	49	engineering	engineering	NOUN
cet-6255	24	50	transactions	transaction	NOUN
cet-6255	24	51	,	,	PUNCT
cet-6255	24	52	33	33	NUM
cet-6255	24	53	,	,	PUNCT
cet-6255	24	54	283	283	NUM
cet-6255	24	55	-	-	SYM
cet-6255	24	56	288	288	NUM
cet-6255	24	57	doi	doi	NOUN
cet-6255	24	58	:	:	PUNCT
cet-6255	24	59	10.3303	10.3303	NUM
cet-6255	24	60	/	/	SYM
cet-6255	24	61	cet1333048	cet1333048	NOUN
cet-6255	24	62	283	283	NUM
cet-6255	24	63	have	have	VERB
cet-6255	24	64	à	à	X
cet-6255	24	65	learning	learn	VERB
cet-6255	24	66	mode	mode	NOUN
cet-6255	24	67	in	in	ADP
cet-6255	24	68	addition	addition	NOUN
cet-6255	24	69	to	to	ADP
cet-6255	24	70	the	the	DET
cet-6255	24	71	basic	basic	ADJ
cet-6255	24	72	phm	phm	PROPN
cet-6255	24	73	mode	mode	NOUN
cet-6255	24	74	.	.	PUNCT
cet-6255	25	1	such	such	ADJ
cet-6255	25	2	learning	learn	VERB
cet-6255	25	3	modes	mode	NOUN
cet-6255	25	4	are	be	AUX
cet-6255	25	5	tagged	tag	VERB
cet-6255	25	6	in	in	ADP
cet-6255	25	7	table	table	NOUN
cet-6255	25	8	1	1	NUM
cet-6255	25	9	with	with	ADP
cet-6255	25	10	an	an	DET
cet-6255	25	11	asterisk	asterisk	NOUN
cet-6255	25	12	*	*	PUNCT
cet-6255	25	13	or	or	CCONJ
cet-6255	25	14	two	two	NUM
cet-6255	25	15	*	*	ADJ
cet-6255	25	16	*	*	NOUN
cet-6255	25	17	.	.	PUNCT
cet-6255	26	1	table	table	NOUN
cet-6255	26	2	1	1	NUM
cet-6255	26	3	:	:	PUNCT
cet-6255	26	4	typical	typical	ADJ
cet-6255	26	5	system	system	NOUN
cet-6255	26	6	phm	phm	X
cet-6255	26	7	osa	osa	PROPN
cet-6255	26	8	-	-	PROPN
cet-6255	26	9	cbm	cbm	PROPN
cet-6255	26	10	summary	summary	NOUN
cet-6255	26	11	*	*	PUNCT
cet-6255	26	12	has	have	VERB
cet-6255	26	13	a	a	DET
cet-6255	26	14	learning	learn	VERB
cet-6255	26	15	mode	mode	NOUN
cet-6255	26	16	;	;	PUNCT
cet-6255	26	17	*	*	PUNCT
cet-6255	26	18	*	*	PUNCT
cet-6255	26	19	is	be	AUX
cet-6255	26	20	a	a	DET
cet-6255	26	21	learning	learn	VERB
cet-6255	26	22	mode	mode	NOUN
cet-6255	26	23	#	#	SYM
cet-6255	26	24	1	1	NUM
cet-6255	26	25	data	datum	NOUN
cet-6255	26	26	acquisition	acquisition	NOUN
cet-6255	26	27	acquire	acquire	NOUN
cet-6255	26	28	sensor	sensor	NOUN
cet-6255	26	29	and	and	CCONJ
cet-6255	26	30	system	system	NOUN
cet-6255	26	31	data	datum	NOUN
cet-6255	26	32	#	#	SYM
cet-6255	26	33	2	2	NUM
cet-6255	26	34	data	data	NOUN
cet-6255	26	35	manipulation	manipulation	NOUN
cet-6255	26	36	extract	extract	VERB
cet-6255	26	37	the	the	DET
cet-6255	26	38	indicators	indicator	NOUN
cet-6255	26	39	acquire	acquire	VERB
cet-6255	26	40	the	the	DET
cet-6255	26	41	context	context	NOUN
cet-6255	26	42	parameters	parameter	NOUN
cet-6255	26	43	#	#	SYM
cet-6255	26	44	3	3	NUM
cet-6255	26	45	state	state	NOUN
cet-6255	26	46	detection	detection	NOUN
cet-6255	26	47	build	build	VERB
cet-6255	26	48	the	the	DET
cet-6255	26	49	prediction	prediction	NOUN
cet-6255	26	50	model	model	NOUN
cet-6255	26	51	*	*	PUNCT
cet-6255	26	52	*	*	PUNCT
cet-6255	26	53	score	score	VERB
cet-6255	26	54	the	the	DET
cet-6255	26	55	prediction	prediction	NOUN
cet-6255	26	56	errors	error	NOUN
cet-6255	26	57	#	#	SYM
cet-6255	26	58	4	4	NUM
cet-6255	26	59	health	health	NOUN
cet-6255	26	60	assessment	assessment	NOUN
cet-6255	26	61	learn	learn	VERB
cet-6255	26	62	reference	reference	NOUN
cet-6255	26	63	patterns	pattern	NOUN
cet-6255	26	64	(	(	PUNCT
cet-6255	26	65	syndromes	syndrome	NOUN
cet-6255	26	66	)	)	PUNCT
cet-6255	26	67	*	*	PUNCT
cet-6255	26	68	*	*	PUNCT
cet-6255	26	69	cluster	cluster	NOUN
cet-6255	26	70	according	accord	VERB
cet-6255	26	71	to	to	ADP
cet-6255	26	72	references	reference	NOUN
cet-6255	26	73	isolate	isolate	VERB
cet-6255	26	74	the	the	DET
cet-6255	26	75	potentially	potentially	ADV
cet-6255	26	76	degraded	degrade	VERB
cet-6255	26	77	lru(s	lru(s	PROPN
cet-6255	26	78	)	)	PUNCT
cet-6255	26	79	or	or	CCONJ
cet-6255	26	80	module(s	module(s	NOUN
cet-6255	26	81	)	)	PUNCT
cet-6255	26	82	through	through	SCONJ
cet-6255	26	83	bayesian	bayesian	NOUN
cet-6255	26	84	calculation	calculation	NOUN
cet-6255	26	85	isolate	isolate	VERB
cet-6255	26	86	the	the	DET
cet-6255	26	87	potentially	potentially	ADV
cet-6255	26	88	degraded	degrade	VERB
cet-6255	26	89	lru(s	lru(s	PROPN
cet-6255	26	90	)	)	PUNCT
cet-6255	26	91	or	or	CCONJ
cet-6255	26	92	module(s	module(s	NOUN
cet-6255	26	93	)	)	PUNCT
cet-6255	26	94	through	through	ADP
cet-6255	26	95	fault	fault	NOUN
cet-6255	26	96	isolation	isolation	NOUN
cet-6255	26	97	manual	manual	NOUN
cet-6255	26	98	on	on	ADP
cet-6255	26	99	failure	failure	NOUN
cet-6255	26	100	condition	condition	NOUN
cet-6255	26	101	precursors	precursor	NOUN
cet-6255	26	102	score	score	VERB
cet-6255	26	103	global	global	ADJ
cet-6255	26	104	abnormality	abnormality	NOUN
cet-6255	26	105	*	*	PUNCT
cet-6255	26	106	adjust	adjust	VERB
cet-6255	26	107	the	the	DET
cet-6255	26	108	abnormality	abnormality	NOUN
cet-6255	26	109	decision	decision	NOUN
cet-6255	26	110	thresholds	threshold	VERB
cet-6255	26	111	*	*	PUNCT
cet-6255	26	112	*	*	PUNCT
cet-6255	26	113	detect	detect	VERB
cet-6255	26	114	abnormality	abnormality	NOUN
cet-6255	26	115	#	#	SYM
cet-6255	26	116	5	5	NUM
cet-6255	26	117	prognostic	prognostic	ADJ
cet-6255	26	118	assessment	assessment	NOUN
cet-6255	26	119	predict	predict	VERB
cet-6255	26	120	the	the	DET
cet-6255	26	121	probability	probability	NOUN
cet-6255	26	122	of	of	ADP
cet-6255	26	123	maximal	maximal	ADJ
cet-6255	26	124	degradation	degradation	NOUN
cet-6255	26	125	before	before	ADP
cet-6255	26	126	failure	failure	NOUN
cet-6255	26	127	within	within	ADP
cet-6255	26	128	a	a	DET
cet-6255	26	129	given	give	VERB
cet-6255	26	130	operational	operational	ADJ
cet-6255	26	131	time	time	NOUN
cet-6255	26	132	#	#	SYM
cet-6255	26	133	6	6	NUM
cet-6255	26	134	advisory	advisory	ADJ
cet-6255	26	135	generation	generation	NOUN
cet-6255	26	136	establish	establish	VERB
cet-6255	26	137	a	a	DET
cet-6255	26	138	global	global	ADJ
cet-6255	26	139	diagnosis	diagnosis	NOUN
cet-6255	26	140	and	and	CCONJ
cet-6255	26	141	prognosis	prognosis	NOUN
cet-6255	26	142	merging	merge	VERB
cet-6255	26	143	other	other	ADJ
cet-6255	26	144	health	health	NOUN
cet-6255	26	145	monitoring	monitoring	NOUN
cet-6255	26	146	means	mean	VERB
cet-6255	26	147	.	.	PUNCT
cet-6255	27	1	the	the	DET
cet-6255	27	2	phm	phm	PROPN
cet-6255	27	3	function	function	NOUN
cet-6255	27	4	section	section	NOUN
cet-6255	27	5	considered	consider	VERB
cet-6255	27	6	for	for	ADP
cet-6255	27	7	maturation	maturation	NOUN
cet-6255	27	8	is	be	AUX
cet-6255	27	9	part	part	NOUN
cet-6255	27	10	of	of	ADP
cet-6255	27	11	level	level	NOUN
cet-6255	27	12	#	#	NOUN
cet-6255	27	13	4	4	NUM
cet-6255	27	14	health	health	NOUN
cet-6255	27	15	assessment	assessment	NOUN
cet-6255	27	16	.	.	PUNCT
cet-6255	28	1	it	it	PRON
cet-6255	28	2	is	be	AUX
cet-6255	28	3	tagged	tag	VERB
cet-6255	28	4	in	in	ADP
cet-6255	28	5	table	table	NOUN
cet-6255	28	6	1	1	NUM
cet-6255	28	7	with	with	ADP
cet-6255	28	8	bold	bold	ADJ
cet-6255	28	9	characters	character	NOUN
cet-6255	28	10	.	.	PUNCT
cet-6255	29	1	the	the	DET
cet-6255	29	2	abnormality	abnormality	NOUN
cet-6255	29	3	detection	detection	NOUN
cet-6255	29	4	function	function	NOUN
cet-6255	29	5	considered	consider	VERB
cet-6255	29	6	here	here	ADV
cet-6255	29	7	is	be	AUX
cet-6255	29	8	based	base	VERB
cet-6255	29	9	on	on	ADP
cet-6255	29	10	global	global	ADJ
cet-6255	29	11	abnormality	abnormality	NOUN
cet-6255	29	12	score	score	NOUN
cet-6255	29	13	threshold	threshold	NOUN
cet-6255	29	14	trespassing	trespassing	NOUN
cet-6255	29	15	.	.	PUNCT
cet-6255	30	1	on	on	ADP
cet-6255	30	2	this	this	DET
cet-6255	30	3	general	general	ADJ
cet-6255	30	4	basis	basis	NOUN
cet-6255	30	5	,	,	PUNCT
cet-6255	30	6	two	two	NUM
cet-6255	30	7	specific	specific	ADJ
cet-6255	30	8	use	use	NOUN
cet-6255	30	9	cases	case	NOUN
cet-6255	30	10	are	be	AUX
cet-6255	30	11	considered	consider	VERB
cet-6255	30	12	:	:	PUNCT
cet-6255	30	13	–	–	PUNCT
cet-6255	30	14	engine	engine	NOUN
cet-6255	30	15	start	start	VERB
cet-6255	30	16	capability	capability	NOUN
cet-6255	30	17	,	,	PUNCT
cet-6255	30	18	esc	esc	NOUN
cet-6255	30	19	(	(	PUNCT
cet-6255	30	20	ausloos	ausloos	NOUN
cet-6255	30	21	et	et	PROPN
cet-6255	30	22	al	al	PROPN
cet-6255	30	23	.	.	PROPN
cet-6255	30	24	2010	2010	NUM
cet-6255	30	25	–	–	PUNCT
cet-6255	30	26	engine	engine	NOUN
cet-6255	30	27	oil	oil	NOUN
cet-6255	30	28	consumption	consumption	NOUN
cet-6255	30	29	,	,	PUNCT
cet-6255	30	30	eoc	eoc	PROPN
cet-6255	30	31	(	(	PUNCT
cet-6255	30	32	demaison	demaison	NOUN
cet-6255	30	33	et	et	PROPN
cet-6255	30	34	al	al	PROPN
cet-6255	30	35	.	.	PROPN
cet-6255	30	36	2010	2010	NUM
cet-6255	30	37	)	)	PUNCT
cet-6255	30	38	.	.	PUNCT
cet-6255	31	1	2.2	2.2	NUM
cet-6255	31	2	engine	engine	NOUN
cet-6255	31	3	start	start	NOUN
cet-6255	31	4	capability	capability	NOUN
cet-6255	31	5	function	function	NOUN
cet-6255	31	6	engine	engine	NOUN
cet-6255	31	7	start	start	VERB
cet-6255	31	8	capability	capability	NOUN
cet-6255	31	9	function	function	NOUN
cet-6255	31	10	,	,	PUNCT
cet-6255	31	11	esc	esc	PROPN
cet-6255	31	12	,	,	PUNCT
cet-6255	31	13	relies	rely	VERB
cet-6255	31	14	on	on	ADP
cet-6255	31	15	a	a	DET
cet-6255	31	16	set	set	NOUN
cet-6255	31	17	of	of	ADP
cet-6255	31	18	indicators	indicator	NOUN
cet-6255	31	19	(	(	PUNCT
cet-6255	31	20	figure	figure	NOUN
cet-6255	31	21	1	1	NUM
cet-6255	31	22	)	)	PUNCT
cet-6255	31	23	extracted	extract	VERB
cet-6255	31	24	during	during	ADP
cet-6255	31	25	start	start	NOUN
cet-6255	31	26	sequence	sequence	NOUN
cet-6255	31	27	,	,	PUNCT
cet-6255	31	28	sensitive	sensitive	ADJ
cet-6255	31	29	to	to	ADP
cet-6255	31	30	no	no	DET
cet-6255	31	31	start	start	NOUN
cet-6255	31	32	precursors	precursor	NOUN
cet-6255	31	33	.	.	PUNCT
cet-6255	32	1	figure	figure	NOUN
cet-6255	32	2	1	1	NUM
cet-6255	32	3	:	:	PUNCT
cet-6255	32	4	engine	engine	NOUN
cet-6255	32	5	start	start	NOUN
cet-6255	32	6	capability	capability	NOUN
cet-6255	32	7	,	,	PUNCT
cet-6255	32	8	esc	esc	NOUN
cet-6255	32	9	,	,	PUNCT
cet-6255	32	10	indicators	indicator	NOUN
cet-6255	32	11	some	some	DET
cet-6255	32	12	indicators	indicator	NOUN
cet-6255	32	13	are	be	AUX
cet-6255	32	14	devoted	devote	VERB
cet-6255	32	15	to	to	ADP
cet-6255	32	16	air	air	NOUN
cet-6255	32	17	supply	supply	NOUN
cet-6255	32	18	degradations	degradation	NOUN
cet-6255	32	19	.	.	PUNCT
cet-6255	33	1	examples	example	NOUN
cet-6255	33	2	are	be	AUX
cet-6255	33	3	the	the	DET
cet-6255	33	4	duration	duration	NOUN
cet-6255	33	5	of	of	ADP
cet-6255	33	6	phase	phase	NOUN
cet-6255	33	7	1	1	NUM
cet-6255	33	8	of	of	ADP
cet-6255	33	9	the	the	DET
cet-6255	33	10	start	start	NOUN
cet-6255	33	11	,	,	PUNCT
cet-6255	33	12	from	from	ADP
cet-6255	33	13	starter	starter	ADJ
cet-6255	33	14	air	air	NOUN
cet-6255	33	15	valve	valve	NOUN
cet-6255	33	16	open	open	ADJ
cet-6255	33	17	command	command	NOUN
cet-6255	33	18	to	to	ADP
cet-6255	33	19	ignition	ignition	NOUN
cet-6255	33	20	hp	hp	PROPN
cet-6255	33	21	rotor	rotor	NOUN
cet-6255	33	22	speed	speed	NOUN
cet-6255	33	23	,	,	PUNCT
cet-6255	33	24	or	or	CCONJ
cet-6255	33	25	,	,	PUNCT
cet-6255	33	26	the	the	DET
cet-6255	33	27	average	average	ADJ
cet-6255	33	28	acceleration	acceleration	NOUN
cet-6255	33	29	of	of	ADP
cet-6255	33	30	hp	hp	PROPN
cet-6255	33	31	rotor	rotor	NOUN
cet-6255	33	32	during	during	ADP
cet-6255	33	33	phase	phase	NOUN
cet-6255	33	34	1	1	NUM
cet-6255	33	35	.	.	PUNCT
cet-6255	34	1	these	these	DET
cet-6255	34	2	indicators	indicator	NOUN
cet-6255	34	3	are	be	AUX
cet-6255	34	4	sensitive	sensitive	ADJ
cet-6255	34	5	to	to	ADP
cet-6255	34	6	air	air	NOUN
cet-6255	34	7	starter	starter	ADJ
cet-6255	34	8	valve	valve	VERB
cet-6255	34	9	slow	slow	ADJ
cet-6255	34	10	opening	opening	NOUN
cet-6255	34	11	.	.	PUNCT
cet-6255	35	1	such	such	ADJ
cet-6255	35	2	degradation	degradation	NOUN
cet-6255	35	3	is	be	AUX
cet-6255	35	4	a	a	DET
cet-6255	35	5	precursor	precursor	NOUN
cet-6255	35	6	of	of	ADP
cet-6255	35	7	valve	valve	NOUN
cet-6255	35	8	stuck	stick	VERB
cet-6255	35	9	closed	close	VERB
cet-6255	35	10	,	,	PUNCT
cet-6255	35	11	which	which	PRON
cet-6255	35	12	is	be	AUX
cet-6255	35	13	a	a	DET
cet-6255	35	14	typical	typical	ADJ
cet-6255	35	15	origin	origin	NOUN
cet-6255	35	16	of	of	ADP
cet-6255	35	17	no	no	DET
cet-6255	35	18	start	start	NOUN
cet-6255	35	19	.	.	PUNCT
cet-6255	36	1	some	some	DET
cet-6255	36	2	indicators	indicator	NOUN
cet-6255	36	3	are	be	AUX
cet-6255	36	4	devoted	devote	VERB
cet-6255	36	5	to	to	PART
cet-6255	36	6	fuel	fuel	NOUN
cet-6255	36	7	metering	metering	NOUN
cet-6255	36	8	degradations	degradation	NOUN
cet-6255	36	9	.	.	PUNCT
cet-6255	37	1	examples	example	NOUN
cet-6255	37	2	are	be	AUX
cet-6255	37	3	phase	phase	NOUN
cet-6255	37	4	2	2	NUM
cet-6255	37	5	duration	duration	NOUN
cet-6255	37	6	,	,	PUNCT
cet-6255	37	7	from	from	ADP
cet-6255	37	8	ignition	ignition	NOUN
cet-6255	37	9	to	to	ADP
cet-6255	37	10	starter	starter	ADJ
cet-6255	37	11	cut	cut	NOUN
cet-6255	37	12	speed	speed	NOUN
cet-6255	37	13	,	,	PUNCT
cet-6255	37	14	or	or	CCONJ
cet-6255	37	15	,	,	PUNCT
cet-6255	37	16	exhaust	exhaust	ADJ
cet-6255	37	17	gas	gas	NOUN
cet-6255	37	18	temperature	temperature	NOUN
cet-6255	37	19	slope	slope	NOUN
cet-6255	37	20	during	during	ADP
cet-6255	37	21	phase	phase	NOUN
cet-6255	37	22	2	2	NUM
cet-6255	37	23	.	.	PUNCT
cet-6255	37	24	prediction	prediction	NOUN
cet-6255	37	25	error	error	NOUN
cet-6255	37	26	scores	score	NOUN
cet-6255	37	27	are	be	AUX
cet-6255	37	28	centered	center	VERB
cet-6255	37	29	and	and	CCONJ
cet-6255	37	30	reduced	reduced	ADJ
cet-6255	37	31	residues	residue	NOUN
cet-6255	37	32	between	between	ADP
cet-6255	37	33	expected	expect	VERB
cet-6255	37	34	values	value	NOUN
cet-6255	37	35	of	of	ADP
cet-6255	37	36	indicators	indicator	NOUN
cet-6255	37	37	and	and	CCONJ
cet-6255	37	38	observed	observed	ADJ
cet-6255	37	39	values	value	NOUN
cet-6255	37	40	of	of	ADP
cet-6255	37	41	indicators	indicator	NOUN
cet-6255	37	42	.	.	PUNCT
cet-6255	38	1	the	the	DET
cet-6255	38	2	expected	expect	VERB
cet-6255	38	3	values	value	NOUN
cet-6255	38	4	of	of	ADP
cet-6255	38	5	indicators	indicator	NOUN
cet-6255	38	6	are	be	AUX
cet-6255	38	7	estimations	estimation	NOUN
cet-6255	38	8	,	,	PUNCT
cet-6255	38	9	through	through	ADP
cet-6255	38	10	regression	regression	NOUN
cet-6255	38	11	relations	relation	NOUN
cet-6255	38	12	,	,	PUNCT
cet-6255	38	13	using	use	VERB
cet-6255	38	14	as	as	ADP
cet-6255	38	15	inputs	input	NOUN
cet-6255	38	16	the	the	DET
cet-6255	38	17	other	other	ADJ
cet-6255	38	18	indicators	indicator	NOUN
cet-6255	38	19	and	and	CCONJ
cet-6255	38	20	context	context	NOUN
cet-6255	38	21	parameters	parameter	NOUN
cet-6255	38	22	such	such	ADJ
cet-6255	38	23	as	as	ADP
cet-6255	38	24	lubrication	lubrication	NOUN
cet-6255	38	25	oil	oil	NOUN
cet-6255	38	26	temperature	temperature	NOUN
cet-6255	38	27	at	at	ADP
cet-6255	38	28	start	start	NOUN
cet-6255	38	29	.	.	PUNCT
cet-6255	39	1	referring	refer	VERB
cet-6255	39	2	to	to	ADP
cet-6255	39	3	table	table	NOUN
cet-6255	39	4	1	1	NUM
cet-6255	39	5	,	,	PUNCT
cet-6255	39	6	this	this	PRON
cet-6255	39	7	is	be	AUX
cet-6255	39	8	the	the	DET
cet-6255	39	9	basic	basic	ADJ
cet-6255	39	10	phm	phm	PROPN
cet-6255	39	11	mode	mode	NOUN
cet-6255	39	12	of	of	ADP
cet-6255	39	13	“	"	PUNCT
cet-6255	39	14	#	#	SYM
cet-6255	39	15	3	3	NUM
cet-6255	39	16	–	–	PUNCT
cet-6255	39	17	state	state	NOUN
cet-6255	39	18	detection	detection	NOUN
cet-6255	39	19	score	score	VERB
cet-6255	39	20	the	the	DET
cet-6255	39	21	prediction	prediction	NOUN
cet-6255	39	22	errors	error	NOUN
cet-6255	39	23	”	"	PUNCT
cet-6255	39	24	the	the	DET
cet-6255	39	25	regression	regression	NOUN
cet-6255	39	26	relations	relation	NOUN
cet-6255	39	27	are	be	AUX
cet-6255	39	28	learnt	learn	VERB
cet-6255	39	29	on	on	ADP
cet-6255	39	30	start	start	NOUN
cet-6255	39	31	records	record	NOUN
cet-6255	39	32	with	with	ADP
cet-6255	39	33	no	no	DET
cet-6255	39	34	degradations	degradation	NOUN
cet-6255	39	35	.	.	PUNCT
cet-6255	40	1	the	the	DET
cet-6255	40	2	means	mean	NOUN
cet-6255	40	3	and	and	CCONJ
cet-6255	40	4	standard	standard	ADJ
cet-6255	40	5	deviations	deviation	NOUN
cet-6255	40	6	of	of	ADP
cet-6255	40	7	the	the	DET
cet-6255	40	8	residues	residue	NOUN
cet-6255	40	9	needed	need	VERB
cet-6255	40	10	for	for	ADP
cet-6255	40	11	centering	centering	NOUN
cet-6255	40	12	and	and	CCONJ
cet-6255	40	13	reduction	reduction	NOUN
cet-6255	40	14	are	be	AUX
cet-6255	40	15	learnt	learn	VERB
cet-6255	40	16	on	on	ADP
cet-6255	40	17	the	the	DET
cet-6255	40	18	same	same	ADJ
cet-6255	40	19	records	record	NOUN
cet-6255	40	20	.	.	PUNCT
cet-6255	41	1	referring	refer	VERB
cet-6255	41	2	to	to	ADP
cet-6255	41	3	table	table	NOUN
cet-6255	41	4	1	1	NUM
cet-6255	41	5	,	,	PUNCT
cet-6255	41	6	this	this	PRON
cet-6255	41	7	is	be	AUX
cet-6255	41	8	the	the	DET
cet-6255	41	9	learning	learn	VERB
cet-6255	41	10	mode	mode	NOUN
cet-6255	41	11	of	of	ADP
cet-6255	41	12	“	"	PUNCT
cet-6255	41	13	#	#	SYM
cet-6255	41	14	3	3	NUM
cet-6255	41	15	–	–	PUNCT
cet-6255	41	16	state	state	NOUN
cet-6255	41	17	detection	detection	NOUN
cet-6255	41	18	build	build	VERB
cet-6255	41	19	the	the	DET
cet-6255	41	20	prediction	prediction	NOUN
cet-6255	41	21	model	model	NOUN
cet-6255	41	22	”	"	PUNCT
cet-6255	41	23	.	.	PUNCT
cet-6255	42	1	the	the	DET
cet-6255	42	2	global	global	ADJ
cet-6255	42	3	abnormality	abnormality	NOUN
cet-6255	42	4	score	score	NOUN
cet-6255	42	5	,	,	PUNCT
cet-6255	42	6	||z||2	||z||2	PROPN
cet-6255	42	7	,	,	PUNCT
cet-6255	42	8	is	be	AUX
cet-6255	42	9	the	the	DET
cet-6255	42	10	squared	square	VERB
cet-6255	42	11	mahalanobis	mahalanobis	ADJ
cet-6255	42	12	norm	norm	NOUN
cet-6255	42	13	of	of	ADP
cet-6255	42	14	the	the	DET
cet-6255	42	15	vector	vector	NOUN
cet-6255	42	16	,	,	PUNCT
cet-6255	42	17	ε	ε	PROPN
cet-6255	42	18	,	,	PUNCT
cet-6255	42	19	of	of	ADP
cet-6255	42	20	prediction	prediction	NOUN
cet-6255	42	21	error	error	NOUN
cet-6255	42	22	scores	score	NOUN
cet-6255	42	23	:	:	PUNCT
cet-6255	42	24	||z||2	||z||2	PROPN
cet-6255	42	25	=	=	SYM
cet-6255	42	26	ε	ε	PROPN
cet-6255	42	27	t	t	PROPN
cet-6255	42	28	.ρ	.ρ	PROPN
cet-6255	42	29	-1	-1	INTJ
cet-6255	42	30	.	.	PUNCT
cet-6255	43	1	ε	ε	PROPN
cet-6255	43	2	(	(	PUNCT
cet-6255	43	3	1	1	X
cet-6255	43	4	)	)	PUNCT
cet-6255	43	5	referring	refer	VERB
cet-6255	43	6	to	to	ADP
cet-6255	43	7	table	table	NOUN
cet-6255	43	8	1	1	NUM
cet-6255	43	9	,	,	PUNCT
cet-6255	43	10	this	this	PRON
cet-6255	43	11	is	be	AUX
cet-6255	43	12	the	the	DET
cet-6255	43	13	basic	basic	ADJ
cet-6255	43	14	phm	phm	PROPN
cet-6255	43	15	mode	mode	NOUN
cet-6255	43	16	of	of	ADP
cet-6255	43	17	“	"	PUNCT
cet-6255	43	18	#	#	SYM
cet-6255	43	19	4	4	NUM
cet-6255	43	20	health	health	NOUN
cet-6255	43	21	assessment	assessment	NOUN
cet-6255	43	22	–	–	PUNCT
cet-6255	43	23	score	score	NOUN
cet-6255	43	24	global	global	ADJ
cet-6255	43	25	abnormality	abnormality	NOUN
cet-6255	43	26	”	"	PUNCT
cet-6255	43	27	284	284	NUM
cet-6255	43	28	the	the	DET
cet-6255	43	29	correlation	correlation	NOUN
cet-6255	43	30	matrix	matrix	NOUN
cet-6255	43	31	,	,	PUNCT
cet-6255	43	32	ρ	ρ	PROPN
cet-6255	43	33	,	,	PUNCT
cet-6255	43	34	is	be	AUX
cet-6255	43	35	also	also	ADV
cet-6255	43	36	learnt	learn	VERB
cet-6255	43	37	on	on	ADP
cet-6255	43	38	the	the	DET
cet-6255	43	39	same	same	ADJ
cet-6255	43	40	records	record	NOUN
cet-6255	43	41	with	with	ADP
cet-6255	43	42	no	no	DET
cet-6255	43	43	degradations	degradation	NOUN
cet-6255	43	44	.	.	PUNCT
cet-6255	44	1	this	this	PRON
cet-6255	44	2	is	be	AUX
cet-6255	44	3	the	the	DET
cet-6255	44	4	learning	learn	VERB
cet-6255	44	5	mode	mode	NOUN
cet-6255	44	6	of	of	ADP
cet-6255	44	7	“	"	PUNCT
cet-6255	44	8	#	#	SYM
cet-6255	44	9	4	4	NUM
cet-6255	44	10	health	health	NOUN
cet-6255	44	11	assessment	assessment	NOUN
cet-6255	44	12	–	–	PUNCT
cet-6255	44	13	score	score	NOUN
cet-6255	44	14	global	global	ADJ
cet-6255	44	15	abnormality	abnormality	NOUN
cet-6255	44	16	”	"	PUNCT
cet-6255	44	17	2.3	2.3	NUM
cet-6255	44	18	engine	engine	NOUN
cet-6255	44	19	oil	oil	NOUN
cet-6255	44	20	consumption	consumption	NOUN
cet-6255	44	21	function	function	NOUN
cet-6255	44	22	engine	engine	NOUN
cet-6255	44	23	oil	oil	NOUN
cet-6255	44	24	consumption	consumption	NOUN
cet-6255	44	25	function	function	NOUN
cet-6255	44	26	,	,	PUNCT
cet-6255	44	27	eoc	eoc	PROPN
cet-6255	44	28	,	,	PUNCT
cet-6255	44	29	relies	rely	VERB
cet-6255	44	30	on	on	ADP
cet-6255	44	31	oil	oil	NOUN
cet-6255	44	32	level	level	NOUN
cet-6255	44	33	extractions	extraction	NOUN
cet-6255	44	34	at	at	ADP
cet-6255	44	35	taxi	taxi	NOUN
cet-6255	44	36	phase	phase	NOUN
cet-6255	44	37	.	.	PUNCT
cet-6255	45	1	the	the	DET
cet-6255	45	2	oil	oil	NOUN
cet-6255	45	3	levels	level	NOUN
cet-6255	45	4	are	be	AUX
cet-6255	45	5	captured	capture	VERB
cet-6255	45	6	at	at	ADP
cet-6255	45	7	constant	constant	ADJ
cet-6255	45	8	ground	ground	NOUN
cet-6255	45	9	idle	idle	ADJ
cet-6255	45	10	speed	speed	NOUN
cet-6255	45	11	when	when	SCONJ
cet-6255	45	12	the	the	DET
cet-6255	45	13	switch	switch	NOUN
cet-6255	45	14	based	base	VERB
cet-6255	45	15	level	level	NOUN
cet-6255	45	16	indication	indication	NOUN
cet-6255	45	17	changes	change	NOUN
cet-6255	45	18	.	.	PUNCT
cet-6255	46	1	a	a	DET
cet-6255	46	2	small	small	ADJ
cet-6255	46	3	correction	correction	NOUN
cet-6255	46	4	of	of	ADP
cet-6255	46	5	level	level	NOUN
cet-6255	46	6	is	be	AUX
cet-6255	46	7	done	do	VERB
cet-6255	46	8	according	accord	VERB
cet-6255	46	9	to	to	ADP
cet-6255	46	10	temperature	temperature	NOUN
cet-6255	46	11	.	.	PUNCT
cet-6255	47	1	figure	figure	NOUN
cet-6255	47	2	2	2	NUM
cet-6255	47	3	:	:	PUNCT
cet-6255	47	4	engine	engine	NOUN
cet-6255	47	5	oil	oil	NOUN
cet-6255	47	6	consumption	consumption	NOUN
cet-6255	47	7	,	,	PUNCT
cet-6255	47	8	eoc	eoc	PROPN
cet-6255	47	9	,	,	PUNCT
cet-6255	47	10	oil	oil	NOUN
cet-6255	47	11	level	level	NOUN
cet-6255	47	12	captures	capture	VERB
cet-6255	47	13	the	the	DET
cet-6255	47	14	global	global	ADJ
cet-6255	47	15	abnormality	abnormality	NOUN
cet-6255	47	16	score	score	NOUN
cet-6255	47	17	is	be	AUX
cet-6255	47	18	the	the	DET
cet-6255	47	19	daily	daily	ADJ
cet-6255	47	20	weekly	weekly	ADJ
cet-6255	47	21	or	or	CCONJ
cet-6255	47	22	monthly	monthly	ADJ
cet-6255	47	23	consumption	consumption	NOUN
cet-6255	47	24	estimation	estimation	NOUN
cet-6255	47	25	on	on	ADP
cet-6255	47	26	a	a	DET
cet-6255	47	27	daily	daily	ADJ
cet-6255	47	28	increment	increment	NOUN
cet-6255	47	29	.	.	PUNCT
cet-6255	48	1	this	this	PRON
cet-6255	48	2	relies	rely	VERB
cet-6255	48	3	on	on	ADP
cet-6255	48	4	regressions	regression	NOUN
cet-6255	48	5	on	on	ADP
cet-6255	48	6	the	the	DET
cet-6255	48	7	oil	oil	NOUN
cet-6255	48	8	levels	level	NOUN
cet-6255	48	9	versus	versus	ADP
cet-6255	48	10	flight	flight	NOUN
cet-6255	48	11	time	time	NOUN
cet-6255	48	12	taking	take	VERB
cet-6255	48	13	into	into	ADP
cet-6255	48	14	account	account	NOUN
cet-6255	48	15	the	the	DET
cet-6255	48	16	oil	oil	NOUN
cet-6255	48	17	fills	fill	VERB
cet-6255	48	18	.	.	PUNCT
cet-6255	49	1	referring	refer	VERB
cet-6255	49	2	to	to	ADP
cet-6255	49	3	table	table	NOUN
cet-6255	49	4	1	1	NUM
cet-6255	49	5	,	,	PUNCT
cet-6255	49	6	this	this	PRON
cet-6255	49	7	is	be	AUX
cet-6255	49	8	the	the	DET
cet-6255	49	9	basic	basic	ADJ
cet-6255	49	10	phm	phm	PROPN
cet-6255	49	11	mode	mode	NOUN
cet-6255	49	12	of	of	ADP
cet-6255	49	13	“	"	PUNCT
cet-6255	49	14	#	#	SYM
cet-6255	49	15	4	4	NUM
cet-6255	49	16	health	health	NOUN
cet-6255	49	17	assessment	assessment	NOUN
cet-6255	49	18	–	–	PUNCT
cet-6255	49	19	score	score	NOUN
cet-6255	49	20	global	global	ADJ
cet-6255	49	21	abnormality	abnormality	NOUN
cet-6255	49	22	”	"	PUNCT
cet-6255	49	23	.	.	PUNCT
cet-6255	50	1	unlike	unlike	ADP
cet-6255	50	2	esc	esc	NOUN
cet-6255	50	3	,	,	PUNCT
cet-6255	50	4	for	for	ADP
cet-6255	50	5	eoc	eoc	PROPN
cet-6255	50	6	,	,	PUNCT
cet-6255	50	7	this	this	DET
cet-6255	50	8	item	item	NOUN
cet-6255	50	9	has	have	VERB
cet-6255	50	10	no	no	DET
cet-6255	50	11	learning	learning	NOUN
cet-6255	50	12	mode	mode	NOUN
cet-6255	50	13	.	.	PUNCT
cet-6255	51	1	3	3	X
cet-6255	51	2	.	.	X
cet-6255	52	1	p(no	p(no	PROPN
cet-6255	52	2	degradation|detection	degradation|detection	NOUN
cet-6255	52	3	)	)	PUNCT
cet-6255	52	4	3.1	3.1	NUM
cet-6255	52	5	definition	definition	NOUN
cet-6255	52	6	as	as	SCONJ
cet-6255	52	7	seen	see	VERB
cet-6255	52	8	previously	previously	ADV
cet-6255	52	9	,	,	PUNCT
cet-6255	52	10	the	the	DET
cet-6255	52	11	phm	phm	PROPN
cet-6255	52	12	function	function	NOUN
cet-6255	52	13	section	section	NOUN
cet-6255	52	14	considered	consider	VERB
cet-6255	52	15	for	for	ADP
cet-6255	52	16	maturation	maturation	NOUN
cet-6255	52	17	in	in	ADP
cet-6255	52	18	§	§	PROPN
cet-6255	52	19	2.1	2.1	NUM
cet-6255	52	20	needs	need	NOUN
cet-6255	52	21	to	to	PART
cet-6255	52	22	be	be	AUX
cet-6255	52	23	assessed	assess	VERB
cet-6255	52	24	and	and	CCONJ
cet-6255	52	25	quantified	quantify	VERB
cet-6255	52	26	.	.	PUNCT
cet-6255	53	1	this	this	PRON
cet-6255	53	2	is	be	AUX
cet-6255	53	3	addressed	address	VERB
cet-6255	53	4	through	through	ADP
cet-6255	53	5	two	two	NUM
cet-6255	53	6	key	key	ADJ
cet-6255	53	7	performance	performance	NOUN
cet-6255	53	8	indicators	indicator	NOUN
cet-6255	53	9	,	,	PUNCT
cet-6255	53	10	kpi	kpi	PROPN
cet-6255	53	11	.	.	PUNCT
cet-6255	54	1	in	in	ADP
cet-6255	54	2	commercial	commercial	ADJ
cet-6255	54	3	aeronautics	aeronautic	NOUN
cet-6255	54	4	,	,	PUNCT
cet-6255	54	5	the	the	DET
cet-6255	54	6	major	major	ADJ
cet-6255	54	7	kpi	kpi	PROPN
cet-6255	54	8	for	for	ADP
cet-6255	54	9	abnormality	abnormality	NOUN
cet-6255	54	10	detection	detection	NOUN
cet-6255	54	11	is	be	AUX
cet-6255	54	12	an	an	DET
cet-6255	54	13	extension	extension	NOUN
cet-6255	54	14	of	of	ADP
cet-6255	54	15	the	the	DET
cet-6255	54	16	so	so	ADV
cet-6255	54	17	called	call	VERB
cet-6255	54	18	“	"	PUNCT
cet-6255	54	19	no	no	DET
cet-6255	54	20	fault	fault	NOUN
cet-6255	54	21	found	find	VERB
cet-6255	54	22	”	"	PUNCT
cet-6255	54	23	ratio	ratio	NOUN
cet-6255	54	24	,	,	PUNCT
cet-6255	54	25	nff	nff	PROPN
cet-6255	54	26	.	.	PUNCT
cet-6255	55	1	the	the	DET
cet-6255	55	2	original	original	ADJ
cet-6255	55	3	nff	nff	PROPN
cet-6255	55	4	ratio	ratio	NOUN
cet-6255	55	5	refers	refer	VERB
cet-6255	55	6	to	to	ADP
cet-6255	55	7	failure	failure	NOUN
cet-6255	55	8	detections	detection	NOUN
cet-6255	55	9	which	which	PRON
cet-6255	55	10	are	be	AUX
cet-6255	55	11	false	false	ADJ
cet-6255	55	12	.	.	PUNCT
cet-6255	56	1	the	the	DET
cet-6255	56	2	extended	extended	ADJ
cet-6255	56	3	nff	nff	PROPN
cet-6255	56	4	ratio	ratio	NOUN
cet-6255	56	5	,	,	PUNCT
cet-6255	56	6	considered	consider	VERB
cet-6255	56	7	in	in	ADP
cet-6255	56	8	phm	phm	PROPN
cet-6255	56	9	,	,	PUNCT
cet-6255	56	10	refers	refer	VERB
cet-6255	56	11	to	to	ADP
cet-6255	56	12	degradation	degradation	NOUN
cet-6255	56	13	detections	detection	NOUN
cet-6255	56	14	which	which	PRON
cet-6255	56	15	are	be	AUX
cet-6255	56	16	false	false	ADJ
cet-6255	56	17	.	.	PUNCT
cet-6255	57	1	the	the	DET
cet-6255	57	2	degradations	degradation	NOUN
cet-6255	57	3	considered	consider	VERB
cet-6255	57	4	in	in	ADP
cet-6255	57	5	phm	phm	PROPN
cet-6255	57	6	are	be	AUX
cet-6255	57	7	failure	failure	NOUN
cet-6255	57	8	precursors	precursor	NOUN
cet-6255	57	9	.	.	PUNCT
cet-6255	58	1	the	the	DET
cet-6255	58	2	nff	nff	PROPN
cet-6255	58	3	ratio	ratio	NOUN
cet-6255	58	4	is	be	AUX
cet-6255	58	5	defined	define	VERB
cet-6255	58	6	as	as	ADP
cet-6255	58	7	p(no	p(no	PROPN
cet-6255	58	8	degradation|	degradation|	ADJ
cet-6255	58	9	detection	detection	NOUN
cet-6255	58	10	)	)	PUNCT
cet-6255	58	11	.	.	PUNCT
cet-6255	59	1	the	the	DET
cet-6255	59	2	line	line	NOUN
cet-6255	59	3	maintenance	maintenance	NOUN
cet-6255	59	4	wishes	wish	VERB
cet-6255	59	5	to	to	PART
cet-6255	59	6	avoid	avoid	VERB
cet-6255	59	7	“	"	PUNCT
cet-6255	59	8	no	no	DET
cet-6255	59	9	fault	fault	NOUN
cet-6255	59	10	founds	found	VERB
cet-6255	59	11	”	"	PUNCT
cet-6255	59	12	.	.	PUNCT
cet-6255	60	1	for	for	ADP
cet-6255	60	2	instance	instance	NOUN
cet-6255	60	3	,	,	PUNCT
cet-6255	60	4	a	a	DET
cet-6255	60	5	false	false	ADJ
cet-6255	60	6	detection	detection	NOUN
cet-6255	60	7	of	of	ADP
cet-6255	60	8	fuel	fuel	NOUN
cet-6255	60	9	metering	metering	NOUN
cet-6255	60	10	degradation	degradation	NOUN
cet-6255	60	11	may	may	AUX
cet-6255	60	12	lead	lead	VERB
cet-6255	60	13	to	to	ADP
cet-6255	60	14	hydro	hydro	PROPN
cet-6255	60	15	mechanical	mechanical	ADJ
cet-6255	60	16	unit	unit	NOUN
cet-6255	60	17	replacement	replacement	NOUN
cet-6255	60	18	.	.	PUNCT
cet-6255	61	1	this	this	PRON
cet-6255	61	2	is	be	AUX
cet-6255	61	3	eight	eight	NUM
cet-6255	61	4	hours	hour	NOUN
cet-6255	61	5	manpower	manpower	NOUN
cet-6255	61	6	.	.	PUNCT
cet-6255	62	1	therefore	therefore	ADV
cet-6255	62	2	,	,	PUNCT
cet-6255	62	3	nff	nff	PROPN
cet-6255	62	4	ratios	ratio	NOUN
cet-6255	62	5	should	should	AUX
cet-6255	62	6	not	not	PART
cet-6255	62	7	exceed	exceed	VERB
cet-6255	62	8	5	5	NUM
cet-6255	62	9	%	%	NOUN
cet-6255	62	10	at	at	ADP
cet-6255	62	11	line	line	NOUN
cet-6255	62	12	maintenance	maintenance	NOUN
cet-6255	62	13	stage	stage	NOUN
cet-6255	62	14	.	.	PUNCT
cet-6255	63	1	high	high	ADJ
cet-6255	63	2	nff	nff	PROPN
cet-6255	63	3	ratios	ratio	NOUN
cet-6255	63	4	would	would	AUX
cet-6255	63	5	kill	kill	VERB
cet-6255	63	6	phm	phm	PROPN
cet-6255	63	7	.	.	PROPN
cet-6255	64	1	3.2	3.2	NUM
cet-6255	64	2	counterpart	counterpart	NOUN
cet-6255	64	3	a	a	DET
cet-6255	64	4	second	second	ADJ
cet-6255	64	5	kpi	kpi	PROPN
cet-6255	64	6	ctq	ctq	PROPN
cet-6255	64	7	ctb	ctb	PROPN
cet-6255	64	8	is	be	AUX
cet-6255	64	9	the	the	DET
cet-6255	64	10	well	well	ADV
cet-6255	64	11	known	know	VERB
cet-6255	64	12	probability	probability	NOUN
cet-6255	64	13	of	of	ADP
cet-6255	64	14	detection	detection	NOUN
cet-6255	64	15	,	,	PUNCT
cet-6255	64	16	pod	pod	NOUN
cet-6255	64	17	.	.	PUNCT
cet-6255	65	1	the	the	DET
cet-6255	65	2	pod	pod	NOUN
cet-6255	65	3	is	be	AUX
cet-6255	65	4	defined	define	VERB
cet-6255	65	5	as	as	ADP
cet-6255	65	6	p(detection	p(detection	NOUN
cet-6255	65	7	|degradation	|degradation	NOUN
cet-6255	65	8	)	)	PUNCT
cet-6255	65	9	.	.	PUNCT
cet-6255	66	1	for	for	ADP
cet-6255	66	2	line	line	NOUN
cet-6255	66	3	maintenance	maintenance	NOUN
cet-6255	66	4	the	the	DET
cet-6255	66	5	pod	pod	NOUN
cet-6255	66	6	should	should	AUX
cet-6255	66	7	be	be	AUX
cet-6255	66	8	as	as	ADV
cet-6255	66	9	high	high	ADJ
cet-6255	66	10	as	as	ADP
cet-6255	66	11	possible	possible	ADJ
cet-6255	66	12	under	under	ADP
cet-6255	66	13	the	the	DET
cet-6255	66	14	constraint	constraint	NOUN
cet-6255	66	15	of	of	ADP
cet-6255	66	16	low	low	ADJ
cet-6255	66	17	nff	nff	PROPN
cet-6255	66	18	ratio	ratio	NOUN
cet-6255	66	19	.	.	PUNCT
cet-6255	67	1	for	for	ADP
cet-6255	67	2	operations	operation	NOUN
cet-6255	67	3	management	management	NOUN
cet-6255	67	4	,	,	PUNCT
cet-6255	67	5	the	the	DET
cet-6255	67	6	abnormality	abnormality	NOUN
cet-6255	67	7	detection	detection	NOUN
cet-6255	67	8	should	should	AUX
cet-6255	67	9	occur	occur	VERB
cet-6255	67	10	as	as	ADV
cet-6255	67	11	soon	soon	ADV
cet-6255	67	12	as	as	ADP
cet-6255	67	13	possible	possible	ADJ
cet-6255	67	14	.	.	PUNCT
cet-6255	68	1	for	for	ADP
cet-6255	68	2	operations	operation	NOUN
cet-6255	68	3	,	,	PUNCT
cet-6255	68	4	nff	nff	PROPN
cet-6255	68	5	ratio	ratio	NOUN
cet-6255	68	6	is	be	AUX
cet-6255	68	7	not	not	PART
cet-6255	68	8	as	as	ADV
cet-6255	68	9	critical	critical	ADJ
cet-6255	68	10	as	as	ADP
cet-6255	68	11	for	for	ADP
cet-6255	68	12	line	line	NOUN
cet-6255	68	13	maintenance	maintenance	NOUN
cet-6255	68	14	.	.	PUNCT
cet-6255	69	1	the	the	DET
cet-6255	69	2	popular	popular	ADJ
cet-6255	69	3	probability	probability	NOUN
cet-6255	69	4	of	of	ADP
cet-6255	69	5	false	false	ADJ
cet-6255	69	6	alarm	alarm	NOUN
cet-6255	69	7	,	,	PUNCT
cet-6255	69	8	pfa	pfa	PROPN
cet-6255	69	9	,	,	PUNCT
cet-6255	69	10	p(detection	p(detection	NOUN
cet-6255	69	11	|no	|no	ADP
cet-6255	69	12	degradation	degradation	NOUN
cet-6255	69	13	)	)	PUNCT
cet-6255	69	14	,	,	PUNCT
cet-6255	69	15	is	be	AUX
cet-6255	69	16	linked	link	VERB
cet-6255	69	17	to	to	ADP
cet-6255	69	18	the	the	DET
cet-6255	69	19	two	two	NUM
cet-6255	69	20	kpi	kpi	PROPN
cet-6255	69	21	ctq	ctq	PROPN
cet-6255	69	22	ctb	ctb	NOUN
cet-6255	69	23	by	by	ADP
cet-6255	69	24	the	the	DET
cet-6255	69	25	following	follow	VERB
cet-6255	69	26	relation	relation	NOUN
cet-6255	69	27	:	:	PUNCT
cet-6255	69	28	(	(	PUNCT
cet-6255	69	29	2	2	X
cet-6255	69	30	)	)	PUNCT
cet-6255	69	31	figure	figure	NOUN
cet-6255	69	32	3	3	NUM
cet-6255	69	33	:	:	PUNCT
cet-6255	69	34	diagram	diagram	NOUN
cet-6255	69	35	of	of	ADP
cet-6255	69	36	pfa	pfa	PROPN
cet-6255	69	37	and	and	CCONJ
cet-6255	69	38	pod	pod	VERB
cet-6255	69	39	for	for	ADP
cet-6255	69	40	a	a	DET
cet-6255	69	41	decision	decision	NOUN
cet-6255	69	42	based	base	VERB
cet-6255	69	43	on	on	ADP
cet-6255	69	44	threshold	threshold	NOUN
cet-6255	69	45	trespassing	trespass	VERB
cet-6255	69	46	285	285	NUM
cet-6255	69	47	with	with	ADP
cet-6255	69	48	the	the	DET
cet-6255	69	49	type	type	NOUN
cet-6255	69	50	of	of	ADP
cet-6255	69	51	decision	decision	NOUN
cet-6255	69	52	considered	consider	VERB
cet-6255	69	53	,	,	PUNCT
cet-6255	69	54	based	base	VERB
cet-6255	69	55	on	on	ADP
cet-6255	69	56	threshold	threshold	NOUN
cet-6255	69	57	trespassing	trespassing	NOUN
cet-6255	69	58	,	,	PUNCT
cet-6255	69	59	p(detection|	p(detection|	VERB
cet-6255	69	60	no	no	DET
cet-6255	69	61	degradation	degradation	NOUN
cet-6255	69	62	)	)	PUNCT
cet-6255	69	63	is	be	AUX
cet-6255	69	64	the	the	DET
cet-6255	69	65	probability	probability	NOUN
cet-6255	69	66	of	of	ADP
cet-6255	69	67	the	the	DET
cet-6255	69	68	global	global	ADJ
cet-6255	69	69	abnormality	abnormality	NOUN
cet-6255	69	70	score	score	NOUN
cet-6255	69	71	with	with	ADP
cet-6255	69	72	no	no	DET
cet-6255	69	73	degradation	degradation	NOUN
cet-6255	69	74	being	be	AUX
cet-6255	69	75	higher	high	ADJ
cet-6255	69	76	than	than	ADP
cet-6255	69	77	the	the	DET
cet-6255	69	78	abnormality	abnormality	NOUN
cet-6255	69	79	decision	decision	NOUN
cet-6255	69	80	threshold	threshold	NOUN
cet-6255	69	81	(	(	PUNCT
cet-6255	69	82	figure	figure	NOUN
cet-6255	69	83	3	3	NUM
cet-6255	69	84	)	)	PUNCT
cet-6255	69	85	.	.	PUNCT
cet-6255	70	1	for	for	ADP
cet-6255	70	2	a	a	DET
cet-6255	70	3	typical	typical	ADJ
cet-6255	70	4	p(degradation	p(degradation	NOUN
cet-6255	70	5	)	)	PUNCT
cet-6255	70	6	of	of	ADP
cet-6255	70	7	10	10	NUM
cet-6255	70	8	-	-	SYM
cet-6255	70	9	6	6	NUM
cet-6255	70	10	or	or	CCONJ
cet-6255	70	11	10	10	NUM
cet-6255	70	12	-	-	SYM
cet-6255	70	13	7	7	NUM
cet-6255	70	14	per	per	ADP
cet-6255	70	15	decision	decision	NOUN
cet-6255	70	16	,	,	PUNCT
cet-6255	70	17	an	an	DET
cet-6255	70	18	expected	expect	VERB
cet-6255	70	19	nff	nff	NOUN
cet-6255	70	20	rate	rate	NOUN
cet-6255	70	21	,	,	PUNCT
cet-6255	70	22	p(no	p(no	PROPN
cet-6255	70	23	degradation|	degradation|	ADJ
cet-6255	70	24	detection	detection	NOUN
cet-6255	70	25	)	)	PUNCT
cet-6255	70	26	,	,	PUNCT
cet-6255	70	27	of	of	ADP
cet-6255	70	28	5	5	NUM
cet-6255	70	29	%	%	NOUN
cet-6255	70	30	and	and	CCONJ
cet-6255	70	31	a	a	DET
cet-6255	70	32	pod	pod	NOUN
cet-6255	70	33	,	,	PUNCT
cet-6255	70	34	p(detection|	p(detection|	ADJ
cet-6255	70	35	degradation	degradation	NOUN
cet-6255	70	36	)	)	PUNCT
cet-6255	70	37	of	of	ADP
cet-6255	70	38	90	90	NUM
cet-6255	70	39	%	%	NOUN
cet-6255	70	40	,	,	PUNCT
cet-6255	70	41	the	the	DET
cet-6255	70	42	pfa	pfa	NOUN
cet-6255	70	43	,	,	PUNCT
cet-6255	70	44	p(detection|	p(detection|	VERB
cet-6255	70	45	no	no	DET
cet-6255	70	46	degradation	degradation	NOUN
cet-6255	70	47	)	)	PUNCT
cet-6255	70	48	,	,	PUNCT
cet-6255	70	49	should	should	AUX
cet-6255	70	50	be	be	AUX
cet-6255	70	51	5.10	5.10	NUM
cet-6255	70	52	-	-	SYM
cet-6255	70	53	8	8	NUM
cet-6255	70	54	or	or	CCONJ
cet-6255	70	55	5.10	5.10	NUM
cet-6255	70	56	-	-	SYM
cet-6255	70	57	9	9	NUM
cet-6255	70	58	(	(	PUNCT
cet-6255	70	59	formula	formula	NOUN
cet-6255	70	60	2	2	NUM
cet-6255	70	61	)	)	PUNCT
cet-6255	70	62	.	.	PUNCT
cet-6255	71	1	3.3	3.3	NUM
cet-6255	71	2	estimation	estimation	NOUN
cet-6255	71	3	the	the	DET
cet-6255	71	4	estimation	estimation	NOUN
cet-6255	71	5	of	of	ADP
cet-6255	71	6	pod	pod	NOUN
cet-6255	71	7	,	,	PUNCT
cet-6255	71	8	p(detection	p(detection	NOUN
cet-6255	71	9	|degradation	|degradation	NOUN
cet-6255	71	10	)	)	PUNCT
cet-6255	71	11	,	,	PUNCT
cet-6255	71	12	can	can	AUX
cet-6255	71	13	be	be	AUX
cet-6255	71	14	done	do	VERB
cet-6255	71	15	by	by	ADP
cet-6255	71	16	counting	count	VERB
cet-6255	71	17	the	the	DET
cet-6255	71	18	global	global	ADJ
cet-6255	71	19	abnormality	abnormality	NOUN
cet-6255	71	20	threshold	threshold	NOUN
cet-6255	71	21	trespassing	trespassing	NOUN
cet-6255	71	22	when	when	SCONJ
cet-6255	71	23	each	each	DET
cet-6255	71	24	different	different	ADJ
cet-6255	71	25	kind	kind	NOUN
cet-6255	71	26	of	of	ADP
cet-6255	71	27	degradation	degradation	NOUN
cet-6255	71	28	is	be	AUX
cet-6255	71	29	simulated	simulate	VERB
cet-6255	71	30	.	.	PUNCT
cet-6255	72	1	the	the	DET
cet-6255	72	2	degradations	degradation	NOUN
cet-6255	72	3	are	be	AUX
cet-6255	72	4	simulated	simulate	VERB
cet-6255	72	5	rather	rather	ADV
cet-6255	72	6	than	than	ADP
cet-6255	72	7	observed	observe	VERB
cet-6255	72	8	.	.	PUNCT
cet-6255	73	1	the	the	DET
cet-6255	73	2	premise	premise	ADJ
cet-6255	73	3	degradations	degradation	NOUN
cet-6255	73	4	typically	typically	ADV
cet-6255	73	5	occur	occur	VERB
cet-6255	73	6	with	with	ADP
cet-6255	73	7	a	a	DET
cet-6255	73	8	probability	probability	NOUN
cet-6255	73	9	of	of	ADP
cet-6255	73	10	10	10	NUM
cet-6255	73	11	-	-	SYM
cet-6255	73	12	6	6	NUM
cet-6255	73	13	or	or	CCONJ
cet-6255	73	14	10e-7	10e-7	NUM
cet-6255	73	15	per	per	ADP
cet-6255	73	16	engine	engine	NOUN
cet-6255	73	17	flight	flight	NOUN
cet-6255	73	18	.	.	PUNCT
cet-6255	74	1	it	it	PRON
cet-6255	74	2	would	would	AUX
cet-6255	74	3	be	be	AUX
cet-6255	74	4	necessary	necessary	ADJ
cet-6255	74	5	to	to	PART
cet-6255	74	6	cumulate	cumulate	VERB
cet-6255	74	7	more	more	ADJ
cet-6255	74	8	than	than	ADP
cet-6255	74	9	27.105	27.105	NUM
cet-6255	74	10	or	or	CCONJ
cet-6255	74	11	27	27	NUM
cet-6255	74	12	million	million	NUM
cet-6255	74	13	flights	flight	NOUN
cet-6255	74	14	to	to	PART
cet-6255	74	15	observe	observe	VERB
cet-6255	74	16	this	this	DET
cet-6255	74	17	event	event	NOUN
cet-6255	74	18	at	at	ADP
cet-6255	74	19	least	least	ADV
cet-6255	74	20	thirty	thirty	NUM
cet-6255	74	21	times	time	NOUN
cet-6255	74	22	with	with	ADP
cet-6255	74	23	a	a	DET
cet-6255	74	24	probability	probability	NOUN
cet-6255	74	25	of	of	ADP
cet-6255	74	26	90	90	NUM
cet-6255	74	27	%	%	NOUN
cet-6255	74	28	.	.	PUNCT
cet-6255	75	1	the	the	DET
cet-6255	75	2	simulations	simulation	NOUN
cet-6255	75	3	are	be	AUX
cet-6255	75	4	based	base	VERB
cet-6255	75	5	on	on	ADP
cet-6255	75	6	transformations	transformation	NOUN
cet-6255	75	7	of	of	ADP
cet-6255	75	8	the	the	DET
cet-6255	75	9	degradation	degradation	NOUN
cet-6255	75	10	indicators	indicator	NOUN
cet-6255	75	11	values	value	NOUN
cet-6255	75	12	with	with	ADP
cet-6255	75	13	no	no	DET
cet-6255	75	14	degradation	degradation	NOUN
cet-6255	75	15	.	.	PUNCT
cet-6255	76	1	such	such	ADJ
cet-6255	76	2	transformations	transformation	NOUN
cet-6255	76	3	are	be	AUX
cet-6255	76	4	characterized	characterize	VERB
cet-6255	76	5	by	by	ADP
cet-6255	76	6	the	the	DET
cet-6255	76	7	degradation	degradation	NOUN
cet-6255	76	8	considered	consider	VERB
cet-6255	76	9	and	and	CCONJ
cet-6255	76	10	the	the	DET
cet-6255	76	11	degradation	degradation	NOUN
cet-6255	76	12	intensity	intensity	NOUN
cet-6255	76	13	.	.	PUNCT
cet-6255	77	1	strong	strong	ADJ
cet-6255	77	2	intensity	intensity	NOUN
cet-6255	77	3	corresponds	correspond	VERB
cet-6255	77	4	to	to	ADP
cet-6255	77	5	ultimate	ultimate	ADJ
cet-6255	77	6	degradation	degradation	NOUN
cet-6255	77	7	level	level	NOUN
cet-6255	77	8	just	just	ADV
cet-6255	77	9	before	before	ADP
cet-6255	77	10	failure	failure	NOUN
cet-6255	77	11	.	.	PUNCT
cet-6255	78	1	this	this	DET
cet-6255	78	2	concerns	concern	NOUN
cet-6255	78	3	line	line	NOUN
cet-6255	78	4	maintenance	maintenance	NOUN
cet-6255	78	5	.	.	PUNCT
cet-6255	79	1	at	at	ADP
cet-6255	79	2	this	this	DET
cet-6255	79	3	level	level	NOUN
cet-6255	79	4	p	p	X
cet-6255	79	5	(	(	PUNCT
cet-6255	79	6	no	no	DET
cet-6255	79	7	degradation	degradation	NOUN
cet-6255	79	8	|	|	NOUN
cet-6255	79	9	detection	detection	NOUN
cet-6255	79	10	)	)	PUNCT
cet-6255	79	11	should	should	AUX
cet-6255	79	12	be	be	AUX
cet-6255	79	13	less	less	ADJ
cet-6255	79	14	than	than	ADP
cet-6255	79	15	5	5	NUM
cet-6255	79	16	%	%	NOUN
cet-6255	79	17	.	.	PUNCT
cet-6255	80	1	weak	weak	ADJ
cet-6255	80	2	or	or	CCONJ
cet-6255	80	3	mean	mean	ADJ
cet-6255	80	4	intensity	intensity	NOUN
cet-6255	80	5	correspond	correspond	VERB
cet-6255	80	6	to	to	ADP
cet-6255	80	7	initiation	initiation	NOUN
cet-6255	80	8	of	of	ADP
cet-6255	80	9	the	the	DET
cet-6255	80	10	degradation	degradation	NOUN
cet-6255	80	11	.	.	PUNCT
cet-6255	81	1	this	this	DET
cet-6255	81	2	concerns	concern	NOUN
cet-6255	81	3	operations	operation	NOUN
cet-6255	81	4	.	.	PUNCT
cet-6255	82	1	at	at	ADP
cet-6255	82	2	this	this	DET
cet-6255	82	3	level	level	NOUN
cet-6255	82	4	p(detection|degradation	p(detection|degradation	NOUN
cet-6255	82	5	)	)	PUNCT
cet-6255	82	6	should	should	AUX
cet-6255	82	7	be	be	AUX
cet-6255	82	8	favored	favor	VERB
cet-6255	82	9	even	even	ADV
cet-6255	82	10	though	though	SCONJ
cet-6255	82	11	p(no	p(no	PRON
cet-6255	82	12	degradation|detection	degradation|detection	NOUN
cet-6255	82	13	)	)	PUNCT
cet-6255	82	14	reaches	reach	VERB
cet-6255	82	15	up	up	ADP
cet-6255	82	16	to	to	PART
cet-6255	82	17	50	50	NUM
cet-6255	82	18	%	%	NOUN
cet-6255	82	19	.	.	PUNCT
cet-6255	83	1	in	in	ADP
cet-6255	83	2	esc	esc	NOUN
cet-6255	83	3	,	,	PUNCT
cet-6255	83	4	simulations	simulation	NOUN
cet-6255	83	5	of	of	ADP
cet-6255	83	6	degradations	degradation	NOUN
cet-6255	83	7	related	relate	VERB
cet-6255	83	8	to	to	ADP
cet-6255	83	9	starter	starter	ADJ
cet-6255	83	10	air	air	NOUN
cet-6255	83	11	supply	supply	NOUN
cet-6255	83	12	were	be	AUX
cet-6255	83	13	learnt	learn	VERB
cet-6255	83	14	with	with	ADP
cet-6255	83	15	a	a	DET
cet-6255	83	16	phase	phase	NOUN
cet-6255	83	17	1	1	NUM
cet-6255	83	18	simulator	simulator	NOUN
cet-6255	83	19	based	base	VERB
cet-6255	83	20	on	on	ADP
cet-6255	83	21	torques	torque	NOUN
cet-6255	83	22	balance	balance	NOUN
cet-6255	83	23	.	.	PUNCT
cet-6255	84	1	simulations	simulation	NOUN
cet-6255	84	2	of	of	ADP
cet-6255	84	3	degradations	degradation	NOUN
cet-6255	84	4	related	relate	VERB
cet-6255	84	5	to	to	ADP
cet-6255	84	6	fuel	fuel	NOUN
cet-6255	84	7	metering	metering	NOUN
cet-6255	84	8	were	be	AUX
cet-6255	84	9	learnt	learn	VERB
cet-6255	84	10	on	on	ADP
cet-6255	84	11	start	start	NOUN
cet-6255	84	12	tests	test	NOUN
cet-6255	84	13	records	record	NOUN
cet-6255	84	14	including	include	VERB
cet-6255	84	15	fuel	fuel	NOUN
cet-6255	84	16	metering	metering	NOUN
cet-6255	84	17	biases	bias	NOUN
cet-6255	84	18	.	.	PUNCT
cet-6255	85	1	in	in	ADP
cet-6255	85	2	eoc	eoc	PROPN
cet-6255	85	3	,	,	PUNCT
cet-6255	85	4	the	the	DET
cet-6255	85	5	over	over	ADP
cet-6255	85	6	consumptions	consumption	NOUN
cet-6255	85	7	are	be	AUX
cet-6255	85	8	simulated	simulate	VERB
cet-6255	85	9	by	by	ADP
cet-6255	85	10	drifts	drift	NOUN
cet-6255	85	11	in	in	ADP
cet-6255	85	12	mean	mean	NOUN
cet-6255	85	13	of	of	ADP
cet-6255	85	14	the	the	DET
cet-6255	85	15	consumption	consumption	NOUN
cet-6255	85	16	estimations	estimation	NOUN
cet-6255	85	17	.	.	PUNCT
cet-6255	86	1	the	the	DET
cet-6255	86	2	estimation	estimation	NOUN
cet-6255	86	3	of	of	ADP
cet-6255	86	4	the	the	DET
cet-6255	86	5	nff	nff	PROPN
cet-6255	86	6	ratio	ratio	NOUN
cet-6255	86	7	may	may	AUX
cet-6255	86	8	be	be	AUX
cet-6255	86	9	done	do	VERB
cet-6255	86	10	through	through	ADP
cet-6255	86	11	the	the	DET
cet-6255	86	12	following	follow	VERB
cet-6255	86	13	formula	formula	NOUN
cet-6255	86	14	:	:	PUNCT
cet-6255	86	15	(	(	PUNCT
cet-6255	86	16	3	3	X
cet-6255	86	17	)	)	PUNCT
cet-6255	86	18	(	(	PUNCT
cet-6255	86	19	4	4	X
cet-6255	86	20	)	)	PUNCT
cet-6255	86	21	p(degradation	p(degradation	NOUN
cet-6255	86	22	)	)	PUNCT
cet-6255	86	23	may	may	AUX
cet-6255	86	24	be	be	AUX
cet-6255	86	25	known	know	VERB
cet-6255	86	26	through	through	ADP
cet-6255	86	27	fmea	fmea	NOUN
cet-6255	86	28	or	or	CCONJ
cet-6255	86	29	field	field	NOUN
cet-6255	86	30	experience	experience	NOUN
cet-6255	86	31	.	.	PUNCT
cet-6255	87	1	p(no	p(no	PRON
cet-6255	87	2	degradation	degradation	NOUN
cet-6255	87	3	)	)	PUNCT
cet-6255	87	4	=	=	SYM
cet-6255	87	5	1	1	NUM
cet-6255	87	6	-	-	PUNCT
cet-6255	87	7	p(degradation	p(degradation	NOUN
cet-6255	87	8	)	)	PUNCT
cet-6255	87	9	is	be	AUX
cet-6255	87	10	close	close	ADJ
cet-6255	87	11	to	to	ADP
cet-6255	87	12	1	1	NUM
cet-6255	87	13	.	.	PUNCT
cet-6255	88	1	as	as	SCONJ
cet-6255	88	2	seen	see	VERB
cet-6255	88	3	previously	previously	ADV
cet-6255	88	4	,	,	PUNCT
cet-6255	88	5	the	the	DET
cet-6255	88	6	order	order	NOUN
cet-6255	88	7	of	of	ADP
cet-6255	88	8	magnitude	magnitude	NOUN
cet-6255	88	9	of	of	ADP
cet-6255	88	10	p(detection|	p(detection|	NOUN
cet-6255	88	11	no	no	DET
cet-6255	88	12	degradation	degradation	NOUN
cet-6255	88	13	)	)	PUNCT
cet-6255	88	14	should	should	AUX
cet-6255	88	15	be	be	AUX
cet-6255	88	16	typically	typically	ADV
cet-6255	88	17	5.10	5.10	NUM
cet-6255	88	18	-	-	SYM
cet-6255	88	19	8	8	NUM
cet-6255	88	20	or	or	CCONJ
cet-6255	88	21	5.10	5.10	NUM
cet-6255	88	22	-	-	SYM
cet-6255	88	23	9	9	NUM
cet-6255	88	24	figure	figure	NOUN
cet-6255	88	25	4	4	NUM
cet-6255	88	26	:	:	PUNCT
cet-6255	88	27	observed	observed	ADJ
cet-6255	88	28	and	and	CCONJ
cet-6255	88	29	adjusted	adjust	VERB
cet-6255	88	30	cumulative	cumulative	ADJ
cet-6255	88	31	distribution	distribution	NOUN
cet-6255	88	32	function	function	NOUN
cet-6255	88	33	of	of	ADP
cet-6255	88	34	esc	esc	NOUN
cet-6255	88	35	global	global	ADJ
cet-6255	88	36	abnormality	abnormality	NOUN
cet-6255	88	37	score	score	NOUN
cet-6255	88	38	with	with	ADP
cet-6255	88	39	no	no	DET
cet-6255	88	40	degradation	degradation	NOUN
cet-6255	88	41	.	.	PUNCT
cet-6255	89	1	as	as	SCONJ
cet-6255	89	2	seen	see	VERB
cet-6255	89	3	previously	previously	ADV
cet-6255	89	4	,	,	PUNCT
cet-6255	89	5	p(detection|	p(detection|	VERB
cet-6255	89	6	no	no	DET
cet-6255	89	7	degradation	degradation	NOUN
cet-6255	89	8	)	)	PUNCT
cet-6255	89	9	is	be	AUX
cet-6255	89	10	the	the	DET
cet-6255	89	11	probability	probability	NOUN
cet-6255	89	12	of	of	ADP
cet-6255	89	13	the	the	DET
cet-6255	89	14	global	global	ADJ
cet-6255	89	15	abnormality	abnormality	NOUN
cet-6255	89	16	score	score	NOUN
cet-6255	89	17	with	with	ADP
cet-6255	89	18	no	no	DET
cet-6255	89	19	degradation	degradation	NOUN
cet-6255	89	20	being	be	AUX
cet-6255	89	21	higher	high	ADJ
cet-6255	89	22	than	than	ADP
cet-6255	89	23	the	the	DET
cet-6255	89	24	decision	decision	NOUN
cet-6255	89	25	threshold	threshold	NOUN
cet-6255	89	26	(	(	PUNCT
cet-6255	89	27	figure	figure	NOUN
cet-6255	89	28	3	3	NUM
cet-6255	89	29	)	)	PUNCT
cet-6255	89	30	.	.	PUNCT
cet-6255	90	1	the	the	DET
cet-6255	90	2	estimation	estimation	NOUN
cet-6255	90	3	of	of	ADP
cet-6255	90	4	such	such	ADJ
cet-6255	90	5	extreme	extreme	ADJ
cet-6255	90	6	level	level	NOUN
cet-6255	90	7	of	of	ADP
cet-6255	90	8	probability	probability	NOUN
cet-6255	90	9	needs	need	VERB
cet-6255	90	10	some	some	DET
cet-6255	90	11	parametric	parametric	ADJ
cet-6255	90	12	adjustment	adjustment	NOUN
cet-6255	90	13	of	of	ADP
cet-6255	90	14	the	the	DET
cet-6255	90	15	distribution	distribution	NOUN
cet-6255	90	16	of	of	ADP
cet-6255	90	17	the	the	DET
cet-6255	90	18	global	global	ADJ
cet-6255	90	19	abnormality	abnormality	NOUN
cet-6255	90	20	score	score	NOUN
cet-6255	90	21	with	with	ADP
cet-6255	90	22	no	no	DET
cet-6255	90	23	degradation	degradation	NOUN
cet-6255	90	24	.	.	PUNCT
cet-6255	91	1	this	this	PRON
cet-6255	91	2	requires	require	VERB
cet-6255	91	3	modeling	model	VERB
cet-6255	91	4	correctly	correctly	ADV
cet-6255	91	5	the	the	DET
cet-6255	91	6	distribution	distribution	NOUN
cet-6255	91	7	tail	tail	NOUN
cet-6255	91	8	of	of	ADP
cet-6255	91	9	the	the	DET
cet-6255	91	10	global	global	ADJ
cet-6255	91	11	abnormality	abnormality	NOUN
cet-6255	91	12	score	score	NOUN
cet-6255	91	13	with	with	ADP
cet-6255	91	14	no	no	DET
cet-6255	91	15	degradation	degradation	NOUN
cet-6255	91	16	.	.	PUNCT
cet-6255	92	1	it	it	PRON
cet-6255	92	2	appears	appear	VERB
cet-6255	92	3	that	that	SCONJ
cet-6255	92	4	the	the	DET
cet-6255	92	5	adjusted	adjusted	ADJ
cet-6255	92	6	gamma	gamma	NOUN
cet-6255	92	7	and	and	CCONJ
cet-6255	92	8	normal	normal	ADJ
cet-6255	92	9	distributions	distribution	NOUN
cet-6255	92	10	do	do	AUX
cet-6255	92	11	not	not	PART
cet-6255	92	12	fit	fit	VERB
cet-6255	92	13	well	well	INTJ
cet-6255	92	14	the	the	DET
cet-6255	92	15	observed	observed	ADJ
cet-6255	92	16	distribution	distribution	NOUN
cet-6255	92	17	of	of	ADP
cet-6255	92	18	the	the	DET
cet-6255	92	19	global	global	ADJ
cet-6255	92	20	abnormality	abnormality	NOUN
cet-6255	92	21	score	score	NOUN
cet-6255	92	22	.	.	PUNCT
cet-6255	93	1	conversely	conversely	ADV
cet-6255	93	2	,	,	PUNCT
cet-6255	93	3	according	accord	VERB
cet-6255	93	4	to	to	PART
cet-6255	93	5	figure	figure	VERB
cet-6255	93	6	4	4	NUM
cet-6255	93	7	,	,	PUNCT
cet-6255	93	8	the	the	DET
cet-6255	93	9	multi	multi	ADJ
cet-6255	93	10	parametric	parametric	PROPN
cet-6255	93	11	adjustment	adjustment	NOUN
cet-6255	93	12	obtained	obtain	VERB
cet-6255	93	13	with	with	ADP
cet-6255	93	14	parzen	parzen	NOUN
cet-6255	93	15	estimator	estimator	NOUN
cet-6255	93	16	(	(	PUNCT
cet-6255	93	17	silverman	silverman	NOUN
cet-6255	93	18	,	,	PUNCT
cet-6255	93	19	1991	1991	NUM
cet-6255	93	20	)	)	PUNCT
cet-6255	93	21	fits	fit	VERB
cet-6255	93	22	well	well	INTJ
cet-6255	93	23	the	the	DET
cet-6255	93	24	observed	observe	VERB
cet-6255	93	25	distribution	distribution	NOUN
cet-6255	93	26	(	(	PUNCT
cet-6255	93	27	hmad	hmad	NOUN
cet-6255	93	28	et	et	NOUN
cet-6255	93	29	al	al	PROPN
cet-6255	93	30	.	.	PROPN
cet-6255	93	31	,	,	PUNCT
cet-6255	93	32	2011	2011	NUM
cet-6255	93	33	)	)	PUNCT
cet-6255	93	34	.	.	PUNCT
cet-6255	94	1	286	286	NUM
cet-6255	94	2	4	4	NUM
cet-6255	94	3	.	.	PUNCT
cet-6255	94	4	abnormality	abnormality	NOUN
cet-6255	94	5	decision	decision	NOUN
cet-6255	94	6	thresholds	threshold	VERB
cet-6255	94	7	adjustment	adjustment	NOUN
cet-6255	94	8	4.1	4.1	NUM
cet-6255	94	9	methodology	methodology	NOUN
cet-6255	94	10	the	the	DET
cet-6255	94	11	first	first	ADJ
cet-6255	94	12	improvement	improvement	NOUN
cet-6255	94	13	proposed	propose	VERB
cet-6255	94	14	to	to	PART
cet-6255	94	15	reach	reach	VERB
cet-6255	94	16	an	an	DET
cet-6255	94	17	acceptable	acceptable	ADJ
cet-6255	94	18	level	level	NOUN
cet-6255	94	19	of	of	ADP
cet-6255	94	20	p	p	X
cet-6255	94	21	(	(	PUNCT
cet-6255	94	22	no	no	DET
cet-6255	94	23	degradation	degradation	NOUN
cet-6255	94	24	|detection	|detection	NOUN
cet-6255	94	25	)	)	PUNCT
cet-6255	94	26	is	be	AUX
cet-6255	94	27	to	to	PART
cet-6255	94	28	adjust	adjust	VERB
cet-6255	94	29	the	the	DET
cet-6255	94	30	abnormality	abnormality	NOUN
cet-6255	94	31	decision	decision	NOUN
cet-6255	94	32	threshold	threshold	NOUN
cet-6255	94	33	on	on	ADP
cet-6255	94	34	the	the	DET
cet-6255	94	35	global	global	ADJ
cet-6255	94	36	abnormality	abnormality	NOUN
cet-6255	94	37	score	score	NOUN
cet-6255	94	38	with	with	ADP
cet-6255	94	39	no	no	DET
cet-6255	94	40	degradation	degradation	NOUN
cet-6255	94	41	.	.	PUNCT
cet-6255	95	1	as	as	SCONJ
cet-6255	95	2	seen	see	VERB
cet-6255	95	3	previously	previously	ADV
cet-6255	95	4	,	,	PUNCT
cet-6255	95	5	p(detection|	p(detection|	VERB
cet-6255	95	6	no	no	DET
cet-6255	95	7	degradation	degradation	NOUN
cet-6255	95	8	)	)	PUNCT
cet-6255	95	9	is	be	AUX
cet-6255	95	10	the	the	DET
cet-6255	95	11	probability	probability	NOUN
cet-6255	95	12	of	of	ADP
cet-6255	95	13	the	the	DET
cet-6255	95	14	global	global	ADJ
cet-6255	95	15	abnormality	abnormality	NOUN
cet-6255	95	16	score	score	NOUN
cet-6255	95	17	with	with	ADP
cet-6255	95	18	no	no	DET
cet-6255	95	19	degradation	degradation	NOUN
cet-6255	95	20	being	be	AUX
cet-6255	95	21	higher	high	ADJ
cet-6255	95	22	than	than	ADP
cet-6255	95	23	the	the	DET
cet-6255	95	24	decision	decision	NOUN
cet-6255	95	25	threshold	threshold	NOUN
cet-6255	95	26	.	.	PUNCT
cet-6255	96	1	conversely	conversely	ADV
cet-6255	96	2	,	,	PUNCT
cet-6255	96	3	if	if	SCONJ
cet-6255	96	4	the	the	DET
cet-6255	96	5	expected	expect	VERB
cet-6255	96	6	value	value	NOUN
cet-6255	96	7	of	of	ADP
cet-6255	96	8	p(detection|	p(detection|	NOUN
cet-6255	96	9	no	no	DET
cet-6255	96	10	degradation	degradation	NOUN
cet-6255	96	11	)	)	PUNCT
cet-6255	96	12	is	be	AUX
cet-6255	96	13	known	know	VERB
cet-6255	96	14	,	,	PUNCT
cet-6255	96	15	the	the	DET
cet-6255	96	16	adjustment	adjustment	NOUN
cet-6255	96	17	of	of	ADP
cet-6255	96	18	decision	decision	NOUN
cet-6255	96	19	threshold	threshold	NOUN
cet-6255	96	20	may	may	AUX
cet-6255	96	21	take	take	VERB
cet-6255	96	22	advantage	advantage	NOUN
cet-6255	96	23	of	of	ADP
cet-6255	96	24	the	the	DET
cet-6255	96	25	accurate	accurate	ADJ
cet-6255	96	26	parzen	parzen	NOUN
cet-6255	96	27	fit	fit	ADJ
cet-6255	96	28	.	.	PUNCT
cet-6255	97	1	as	as	ADP
cet-6255	97	2	a	a	DET
cet-6255	97	3	first	first	ADJ
cet-6255	97	4	guess	guess	NOUN
cet-6255	97	5	of	of	ADP
cet-6255	97	6	p(detection|	p(detection|	NOUN
cet-6255	97	7	no	no	DET
cet-6255	97	8	degradation	degradation	NOUN
cet-6255	97	9	)	)	PUNCT
cet-6255	97	10	,	,	PUNCT
cet-6255	97	11	formula	formula	NOUN
cet-6255	97	12	2	2	NUM
cet-6255	97	13	may	may	AUX
cet-6255	97	14	be	be	AUX
cet-6255	97	15	used	use	VERB
cet-6255	97	16	with	with	ADP
cet-6255	97	17	a	a	DET
cet-6255	97	18	prior	prior	ADJ
cet-6255	97	19	assumption	assumption	NOUN
cet-6255	97	20	of	of	ADP
cet-6255	97	21	p(detection|	p(detection|	ADJ
cet-6255	97	22	degradation	degradation	NOUN
cet-6255	97	23	)	)	PUNCT
cet-6255	97	24	being	be	AUX
cet-6255	97	25	close	close	ADJ
cet-6255	97	26	to	to	ADP
cet-6255	97	27	100	100	NUM
cet-6255	97	28	%	%	NOUN
cet-6255	97	29	.	.	PUNCT
cet-6255	98	1	in	in	ADP
cet-6255	98	2	a	a	DET
cet-6255	98	3	second	second	ADJ
cet-6255	98	4	iteration	iteration	NOUN
cet-6255	98	5	with	with	ADP
cet-6255	98	6	the	the	DET
cet-6255	98	7	prior	prior	ADJ
cet-6255	98	8	threshold	threshold	NOUN
cet-6255	98	9	,	,	PUNCT
cet-6255	98	10	a	a	DET
cet-6255	98	11	more	more	ADV
cet-6255	98	12	realistic	realistic	ADJ
cet-6255	98	13	estimation	estimation	NOUN
cet-6255	98	14	may	may	AUX
cet-6255	98	15	be	be	AUX
cet-6255	98	16	done	do	VERB
cet-6255	98	17	for	for	ADP
cet-6255	98	18	p(detection|	p(detection|	NOUN
cet-6255	98	19	degradation	degradation	NOUN
cet-6255	98	20	)	)	PUNCT
cet-6255	98	21	(	(	PUNCT
cet-6255	98	22	hmad	hmad	NOUN
cet-6255	98	23	et	et	PROPN
cet-6255	98	24	al	al	PROPN
cet-6255	98	25	.	.	PROPN
cet-6255	98	26	,	,	PUNCT
cet-6255	98	27	2012	2012	NUM
cet-6255	98	28	)	)	PUNCT
cet-6255	98	29	.	.	PUNCT
cet-6255	99	1	4.2	4.2	NUM
cet-6255	99	2	application	application	NOUN
cet-6255	99	3	to	to	ADP
cet-6255	99	4	esc	esc	NOUN
cet-6255	99	5	this	this	DET
cet-6255	99	6	methodology	methodology	NOUN
cet-6255	99	7	is	be	AUX
cet-6255	99	8	applied	apply	VERB
cet-6255	99	9	to	to	ADP
cet-6255	99	10	esc	esc	NOUN
cet-6255	99	11	.	.	PUNCT
cet-6255	100	1	a	a	DET
cet-6255	100	2	global	global	ADJ
cet-6255	100	3	abnormality	abnormality	NOUN
cet-6255	100	4	score	score	NOUN
cet-6255	100	5	distribution	distribution	NOUN
cet-6255	100	6	is	be	AUX
cet-6255	100	7	observed	observe	VERB
cet-6255	100	8	on	on	ADP
cet-6255	100	9	starts	start	NOUN
cet-6255	100	10	with	with	ADP
cet-6255	100	11	no	no	DET
cet-6255	100	12	degradations	degradation	NOUN
cet-6255	100	13	.	.	PUNCT
cet-6255	101	1	figure	figure	VERB
cet-6255	101	2	5	5	NUM
cet-6255	101	3	:	:	PUNCT
cet-6255	101	4	impact	impact	NOUN
cet-6255	101	5	of	of	ADP
cet-6255	101	6	the	the	DET
cet-6255	101	7	fit	fit	ADJ
cet-6255	101	8	quality	quality	NOUN
cet-6255	101	9	on	on	ADP
cet-6255	101	10	decision	decision	NOUN
cet-6255	101	11	threshold	threshold	NOUN
cet-6255	101	12	.	.	PUNCT
cet-6255	102	1	figure	figure	NOUN
cet-6255	102	2	5	5	NUM
cet-6255	102	3	shows	show	VERB
cet-6255	102	4	the	the	DET
cet-6255	102	5	need	need	NOUN
cet-6255	102	6	to	to	PART
cet-6255	102	7	check	check	VERB
cet-6255	102	8	the	the	DET
cet-6255	102	9	distribution	distribution	NOUN
cet-6255	102	10	fits	fit	VERB
cet-6255	102	11	.	.	PUNCT
cet-6255	103	1	figure	figure	NOUN
cet-6255	103	2	6	6	NUM
cet-6255	103	3	shows	show	VERB
cet-6255	103	4	the	the	DET
cet-6255	103	5	initial	initial	ADJ
cet-6255	103	6	performances	performance	NOUN
cet-6255	103	7	of	of	ADP
cet-6255	103	8	esc	esc	NOUN
cet-6255	103	9	with	with	ADP
cet-6255	103	10	the	the	DET
cet-6255	103	11	parzen	parzen	NOUN
cet-6255	103	12	threshold	threshold	NOUN
cet-6255	103	13	adjustment	adjustment	NOUN
cet-6255	103	14	.	.	PUNCT
cet-6255	104	1	figure	figure	VERB
cet-6255	104	2	6	6	NUM
cet-6255	104	3	:	:	PUNCT
cet-6255	104	4	prior	prior	ADJ
cet-6255	104	5	abnormality	abnormality	NOUN
cet-6255	104	6	decision	decision	NOUN
cet-6255	104	7	threshold	threshold	NOUN
cet-6255	104	8	and	and	CCONJ
cet-6255	104	9	global	global	ADJ
cet-6255	104	10	abnormality	abnormality	NOUN
cet-6255	104	11	score	score	NOUN
cet-6255	104	12	distributions	distribution	NOUN
cet-6255	104	13	with	with	ADP
cet-6255	104	14	three	three	NUM
cet-6255	104	15	starter	starter	ADJ
cet-6255	104	16	air	air	NOUN
cet-6255	104	17	valve	valve	NOUN
cet-6255	104	18	degradation	degradation	NOUN
cet-6255	104	19	intensities	intensity	NOUN
cet-6255	104	20	.	.	PUNCT
cet-6255	105	1	figure	figure	VERB
cet-6255	105	2	7	7	NUM
cet-6255	105	3	:	:	PUNCT
cet-6255	105	4	improvement	improvement	NOUN
cet-6255	105	5	of	of	ADP
cet-6255	105	6	the	the	DET
cet-6255	105	7	performances	performance	NOUN
cet-6255	105	8	with	with	ADP
cet-6255	105	9	regression	regression	NOUN
cet-6255	105	10	relations	relation	NOUN
cet-6255	105	11	learnt	learn	VERB
cet-6255	105	12	on	on	ADP
cet-6255	105	13	each	each	DET
cet-6255	105	14	specific	specific	ADJ
cet-6255	105	15	engine	engine	NOUN
cet-6255	105	16	and	and	CCONJ
cet-6255	105	17	moving	move	VERB
cet-6255	105	18	average	average	NOUN
cet-6255	105	19	of	of	ADP
cet-6255	105	20	the	the	DET
cet-6255	105	21	global	global	ADJ
cet-6255	105	22	abnormality	abnormality	NOUN
cet-6255	105	23	score	score	VERB
cet-6255	105	24	287	287	NUM
cet-6255	105	25	only	only	ADV
cet-6255	105	26	20	20	NUM
cet-6255	105	27	%	%	NOUN
cet-6255	105	28	of	of	ADP
cet-6255	105	29	the	the	DET
cet-6255	105	30	strong	strong	ADJ
cet-6255	105	31	degradations	degradation	NOUN
cet-6255	105	32	are	be	AUX
cet-6255	105	33	detected	detect	VERB
cet-6255	105	34	.	.	PUNCT
cet-6255	106	1	this	this	PRON
cet-6255	106	2	is	be	AUX
cet-6255	106	3	not	not	PART
cet-6255	106	4	acceptable	acceptable	ADJ
cet-6255	106	5	for	for	ADP
cet-6255	106	6	line	line	NOUN
cet-6255	106	7	maintenance	maintenance	NOUN
cet-6255	106	8	.	.	PUNCT
cet-6255	107	1	none	none	NOUN
cet-6255	107	2	of	of	ADP
cet-6255	107	3	the	the	DET
cet-6255	107	4	weak	weak	ADJ
cet-6255	107	5	or	or	CCONJ
cet-6255	107	6	mean	mean	ADJ
cet-6255	107	7	degradations	degradation	NOUN
cet-6255	107	8	are	be	AUX
cet-6255	107	9	detected	detect	VERB
cet-6255	107	10	.	.	PUNCT
cet-6255	108	1	this	this	PRON
cet-6255	108	2	is	be	AUX
cet-6255	108	3	not	not	PART
cet-6255	108	4	acceptable	acceptable	ADJ
cet-6255	108	5	for	for	ADP
cet-6255	108	6	operations	operation	NOUN
cet-6255	108	7	.	.	PUNCT
cet-6255	109	1	the	the	DET
cet-6255	109	2	performances	performance	NOUN
cet-6255	109	3	are	be	AUX
cet-6255	109	4	improved	improve	VERB
cet-6255	109	5	with	with	ADP
cet-6255	109	6	a	a	DET
cet-6255	109	7	moving	move	VERB
cet-6255	109	8	average	average	NOUN
cet-6255	109	9	on	on	ADP
cet-6255	109	10	the	the	DET
cet-6255	109	11	global	global	ADJ
cet-6255	109	12	abnormality	abnormality	NOUN
cet-6255	109	13	score	score	NOUN
cet-6255	109	14	and	and	CCONJ
cet-6255	109	15	the	the	DET
cet-6255	109	16	regression	regression	NOUN
cet-6255	109	17	relations	relation	NOUN
cet-6255	109	18	learnt	learn	VERB
cet-6255	109	19	specifically	specifically	ADV
cet-6255	109	20	on	on	ADP
cet-6255	109	21	each	each	DET
cet-6255	109	22	engine	engine	NOUN
cet-6255	109	23	(	(	PUNCT
cet-6255	109	24	figure	figure	NOUN
cet-6255	109	25	7	7	NUM
cet-6255	109	26	)	)	PUNCT
cet-6255	109	27	.	.	PUNCT
cet-6255	110	1	this	this	PRON
cet-6255	110	2	improves	improve	VERB
cet-6255	110	3	the	the	DET
cet-6255	110	4	accuracy	accuracy	NOUN
cet-6255	110	5	of	of	ADP
cet-6255	110	6	the	the	DET
cet-6255	110	7	indicator	indicator	NOUN
cet-6255	110	8	predictions	prediction	NOUN
cet-6255	110	9	.	.	PUNCT
cet-6255	111	1	the	the	DET
cet-6255	111	2	performances	performance	NOUN
cet-6255	111	3	become	become	VERB
cet-6255	111	4	now	now	ADV
cet-6255	111	5	acceptable	acceptable	ADJ
cet-6255	111	6	for	for	ADP
cet-6255	111	7	both	both	DET
cet-6255	111	8	line	line	NOUN
cet-6255	111	9	maintenance	maintenance	NOUN
cet-6255	111	10	and	and	CCONJ
cet-6255	111	11	operations	operation	NOUN
cet-6255	111	12	.	.	PUNCT
cet-6255	112	1	4.3	4.3	NUM
cet-6255	112	2	application	application	NOUN
cet-6255	112	3	to	to	ADP
cet-6255	112	4	eoc	eoc	NOUN
cet-6255	112	5	the	the	DET
cet-6255	112	6	methodology	methodology	NOUN
cet-6255	112	7	of	of	ADP
cet-6255	112	8	threshold	threshold	NOUN
cet-6255	112	9	adjustment	adjustment	NOUN
cet-6255	112	10	is	be	AUX
cet-6255	112	11	now	now	ADV
cet-6255	112	12	applied	apply	VERB
cet-6255	112	13	to	to	ADP
cet-6255	112	14	engine	engine	NOUN
cet-6255	112	15	oil	oil	NOUN
cet-6255	112	16	consumption	consumption	NOUN
cet-6255	112	17	.	.	PUNCT
cet-6255	113	1	figure	figure	NOUN
cet-6255	113	2	8	8	NUM
cet-6255	113	3	:	:	PUNCT
cet-6255	113	4	prior	prior	ADJ
cet-6255	113	5	abnormality	abnormality	NOUN
cet-6255	113	6	decision	decision	NOUN
cet-6255	113	7	threshold	threshold	NOUN
cet-6255	113	8	and	and	CCONJ
cet-6255	113	9	daily	daily	ADJ
cet-6255	113	10	consumption	consumption	NOUN
cet-6255	113	11	distributions	distribution	NOUN
cet-6255	113	12	with	with	ADP
cet-6255	113	13	two	two	NUM
cet-6255	113	14	over	over	ADP
cet-6255	113	15	consumption	consumption	NOUN
cet-6255	113	16	levels	level	NOUN
cet-6255	113	17	for	for	ADP
cet-6255	113	18	this	this	DET
cet-6255	113	19	phm	phm	PROPN
cet-6255	113	20	function	function	NOUN
cet-6255	113	21	,	,	PUNCT
cet-6255	113	22	almost	almost	ADV
cet-6255	113	23	all	all	PRON
cet-6255	113	24	mean	mean	VERB
cet-6255	113	25	and	and	CCONJ
cet-6255	113	26	all	all	ADV
cet-6255	113	27	strong	strong	ADJ
cet-6255	113	28	over	over	ADP
cet-6255	113	29	consumptions	consumption	NOUN
cet-6255	113	30	are	be	AUX
cet-6255	113	31	detected	detect	VERB
cet-6255	113	32	.	.	PUNCT
cet-6255	114	1	5	5	X
cet-6255	114	2	.	.	X
cet-6255	114	3	conclusion	conclusion	NOUN
cet-6255	114	4	the	the	DET
cet-6255	114	5	phm	phm	PROPN
cet-6255	114	6	sub	sub	NOUN
cet-6255	114	7	function	function	NOUN
cet-6255	114	8	considered	consider	VERB
cet-6255	114	9	is	be	AUX
cet-6255	114	10	abnormality	abnormality	NOUN
cet-6255	114	11	detection	detection	NOUN
cet-6255	114	12	based	base	VERB
cet-6255	114	13	on	on	ADP
cet-6255	114	14	threshold	threshold	NOUN
cet-6255	114	15	trespassing	trespassing	NOUN
cet-6255	114	16	by	by	ADP
cet-6255	114	17	a	a	DET
cet-6255	114	18	global	global	ADJ
cet-6255	114	19	abnormality	abnormality	NOUN
cet-6255	114	20	score	score	NOUN
cet-6255	114	21	.	.	PUNCT
cet-6255	115	1	for	for	ADP
cet-6255	115	2	such	such	ADJ
cet-6255	115	3	function	function	NOUN
cet-6255	115	4	the	the	DET
cet-6255	115	5	no	no	DET
cet-6255	115	6	fault	fault	NOUN
cet-6255	115	7	found	find	VERB
cet-6255	115	8	ratio	ratio	NOUN
cet-6255	115	9	,	,	PUNCT
cet-6255	115	10	nff	nff	PROPN
cet-6255	115	11	,	,	PUNCT
cet-6255	115	12	p(no	p(no	PROPN
cet-6255	115	13	degradation|	degradation|	ADJ
cet-6255	115	14	detection	detection	NOUN
cet-6255	115	15	)	)	PUNCT
cet-6255	115	16	is	be	AUX
cet-6255	115	17	relevant	relevant	ADJ
cet-6255	115	18	for	for	ADP
cet-6255	115	19	line	line	NOUN
cet-6255	115	20	maintenance	maintenance	NOUN
cet-6255	115	21	.	.	PUNCT
cet-6255	116	1	the	the	DET
cet-6255	116	2	estimation	estimation	NOUN
cet-6255	116	3	of	of	ADP
cet-6255	116	4	this	this	DET
cet-6255	116	5	performance	performance	NOUN
cet-6255	116	6	indicator	indicator	NOUN
cet-6255	116	7	supposes	suppose	VERB
cet-6255	116	8	to	to	PART
cet-6255	116	9	fit	fit	VERB
cet-6255	116	10	accurately	accurately	ADV
cet-6255	116	11	the	the	DET
cet-6255	116	12	distribution	distribution	NOUN
cet-6255	116	13	of	of	ADP
cet-6255	116	14	the	the	DET
cet-6255	116	15	global	global	ADJ
cet-6255	116	16	abnormality	abnormality	NOUN
cet-6255	116	17	score	score	NOUN
cet-6255	116	18	with	with	ADP
cet-6255	116	19	no	no	DET
cet-6255	116	20	degradation	degradation	NOUN
cet-6255	116	21	.	.	PUNCT
cet-6255	117	1	to	to	PART
cet-6255	117	2	reach	reach	VERB
cet-6255	117	3	acceptable	acceptable	ADJ
cet-6255	117	4	probabilities	probability	NOUN
cet-6255	117	5	of	of	ADP
cet-6255	117	6	detection	detection	NOUN
cet-6255	117	7	at	at	ADP
cet-6255	117	8	the	the	DET
cet-6255	117	9	specified	specified	ADJ
cet-6255	117	10	nff	nff	PROPN
cet-6255	117	11	ratio	ratio	NOUN
cet-6255	117	12	three	three	NUM
cet-6255	117	13	improvements	improvement	NOUN
cet-6255	117	14	are	be	AUX
cet-6255	117	15	proposed	propose	VERB
cet-6255	117	16	for	for	ADP
cet-6255	117	17	engine	engine	NOUN
cet-6255	117	18	start	start	NOUN
cet-6255	117	19	capability	capability	NOUN
cet-6255	117	20	phm	phm	PROPN
cet-6255	117	21	function	function	NOUN
cet-6255	117	22	:	:	PUNCT
cet-6255	117	23	abnormality	abnormality	NOUN
cet-6255	117	24	decision	decision	NOUN
cet-6255	117	25	threshold	threshold	NOUN
cet-6255	117	26	adjusted	adjust	VERB
cet-6255	117	27	using	use	VERB
cet-6255	117	28	extreme	extreme	ADJ
cet-6255	117	29	value	value	NOUN
cet-6255	117	30	quantiles	quantile	NOUN
cet-6255	117	31	on	on	ADP
cet-6255	117	32	the	the	DET
cet-6255	117	33	global	global	ADJ
cet-6255	117	34	abnormality	abnormality	NOUN
cet-6255	117	35	score	score	NOUN
cet-6255	117	36	distribution	distribution	NOUN
cet-6255	117	37	moving	move	VERB
cet-6255	117	38	average	average	NOUN
cet-6255	117	39	of	of	ADP
cet-6255	117	40	the	the	DET
cet-6255	117	41	global	global	ADJ
cet-6255	117	42	abnormality	abnormality	NOUN
cet-6255	117	43	score	score	NOUN
cet-6255	117	44	regression	regression	NOUN
cet-6255	117	45	relations	relation	NOUN
cet-6255	117	46	learnt	learn	VERB
cet-6255	117	47	specifically	specifically	ADV
cet-6255	117	48	on	on	ADP
cet-6255	117	49	each	each	DET
cet-6255	117	50	engine	engine	NOUN
cet-6255	117	51	.	.	PUNCT
cet-6255	118	1	the	the	DET
cet-6255	118	2	first	first	ADJ
cet-6255	118	3	improvement	improvement	NOUN
cet-6255	118	4	is	be	AUX
cet-6255	118	5	a	a	DET
cet-6255	118	6	novelty	novelty	NOUN
cet-6255	118	7	.	.	PUNCT
cet-6255	119	1	it	it	PRON
cet-6255	119	2	is	be	AUX
cet-6255	119	3	successfully	successfully	ADV
cet-6255	119	4	applied	apply	VERB
cet-6255	119	5	to	to	ADP
cet-6255	119	6	both	both	PRON
cet-6255	119	7	use	use	VERB
cet-6255	119	8	cases	case	NOUN
cet-6255	119	9	considered	consider	VERB
cet-6255	119	10	.	.	PUNCT
cet-6255	120	1	it	it	PRON
cet-6255	120	2	is	be	AUX
cet-6255	120	3	generic	generic	ADJ
cet-6255	120	4	to	to	ADP
cet-6255	120	5	all	all	DET
cet-6255	120	6	airborne	airborne	ADJ
cet-6255	120	7	system	system	NOUN
cet-6255	120	8	phm	phm	NOUN
cet-6255	120	9	functions	function	NOUN
cet-6255	120	10	based	base	VERB
cet-6255	120	11	on	on	ADP
cet-6255	120	12	abnormality	abnormality	NOUN
cet-6255	120	13	scores	score	NOUN
cet-6255	120	14	.	.	PUNCT
cet-6255	121	1	it	it	PRON
cet-6255	121	2	is	be	AUX
cet-6255	121	3	now	now	ADV
cet-6255	121	4	being	be	AUX
cet-6255	121	5	extended	extend	VERB
cet-6255	121	6	to	to	ADP
cet-6255	121	7	other	other	ADJ
cet-6255	121	8	abnormality	abnormality	NOUN
cet-6255	121	9	decision	decision	NOUN
cet-6255	121	10	functions	function	NOUN
cet-6255	121	11	.	.	PUNCT
cet-6255	122	1	references	reference	NOUN
cet-6255	122	2	ausloos	ausloos	PROPN
cet-6255	122	3	a.	a.	PROPN
cet-6255	122	4	,	,	PUNCT
cet-6255	122	5	grall	grall	PROPN
cet-6255	122	6	e.	e.	PROPN
cet-6255	122	7	,	,	PUNCT
cet-6255	122	8	beauseroy	beauseroy	ADJ
cet-6255	122	9	p.	p.	NOUN
cet-6255	122	10	masse	masse	NOUN
cet-6255	123	1	j.r	j.r	PROPN
cet-6255	123	2	.	.	PROPN
cet-6255	123	3	,	,	PUNCT
cet-6255	123	4	2009	2009	NUM
cet-6255	123	5	,	,	PUNCT
cet-6255	123	6	estimation	estimation	NOUN
cet-6255	123	7	of	of	ADP
cet-6255	123	8	monitoring	monitoring	NOUN
cet-6255	123	9	indicators	indicator	NOUN
cet-6255	123	10	using	use	VERB
cet-6255	123	11	regression	regression	NOUN
cet-6255	123	12	methods	method	NOUN
cet-6255	123	13	application	application	NOUN
cet-6255	123	14	to	to	ADP
cet-6255	123	15	turbofan	turbofan	NOUN
cet-6255	123	16	starting	starting	NOUN
cet-6255	123	17	phase	phase	NOUN
cet-6255	123	18	,	,	PUNCT
cet-6255	123	19	esrel	esrel	NOUN
cet-6255	123	20	conference	conference	NOUN
cet-6255	123	21	,	,	PUNCT
cet-6255	123	22	chapter	chapter	NOUN
cet-6255	123	23	28	28	NUM
cet-6255	123	24	.	.	PUNCT
cet-6255	124	1	ausloos	ausloos	PROPN
cet-6255	124	2	a.	a.	PROPN
cet-6255	124	3	,	,	PUNCT
cet-6255	124	4	mouton	mouton	PROPN
cet-6255	124	5	p.	p.	PROPN
cet-6255	124	6	,	,	PUNCT
cet-6255	124	7	massé	massé	PROPN
cet-6255	124	8	j	j	PROPN
cet-6255	124	9	-r	-r	PROPN
cet-6255	124	10	.	.	PROPN
cet-6255	124	11	,	,	PUNCT
cet-6255	124	12	aurousseau	aurousseau	PROPN
cet-6255	124	13	c.	c.	PROPN
cet-6255	124	14	a.	a.	PROPN
cet-6255	124	15	flandrois	flandrois	PROPN
cet-6255	124	16	x.	x.	PROPN
cet-6255	124	17	,	,	PUNCT
cet-6255	124	18	2010	2010	NUM
cet-6255	124	19	,	,	PUNCT
cet-6255	124	20	method	method	NOUN
cet-6255	124	21	for	for	ADP
cet-6255	124	22	monitoring	monitor	VERB
cet-6255	124	23	the	the	DET
cet-6255	124	24	health	health	NOUN
cet-6255	124	25	status	status	NOUN
cet-6255	124	26	of	of	ADP
cet-6255	124	27	devices	device	NOUN
cet-6255	124	28	that	that	PRON
cet-6255	124	29	affect	affect	VERB
cet-6255	124	30	the	the	DET
cet-6255	124	31	starting	starting	NOUN
cet-6255	124	32	capability	capability	NOUN
cet-6255	124	33	of	of	ADP
cet-6255	124	34	a	a	DET
cet-6255	124	35	jet	jet	NOUN
cet-6255	124	36	engine	engine	NOUN
cet-6255	124	37	.	.	PUNCT
cet-6255	125	1	patent	patent	NOUN
cet-6255	125	2	#	#	NOUN
cet-6255	125	3	wo	will	AUX
cet-6255	125	4	2010/092080	2010/092080	NUM
cet-6255	125	5	a1	a1	NOUN
cet-6255	125	6	.	.	PROPN
cet-6255	125	7	demaison	demaison	PROPN
cet-6255	125	8	f.	f.	PROPN
cet-6255	125	9	,	,	PUNCT
cet-6255	125	10	massot	massot	NOUN
cet-6255	125	11	g.	g.	PROPN
cet-6255	125	12	,	,	PUNCT
cet-6255	125	13	massé	massé	PROPN
cet-6255	125	14	j	j	PROPN
cet-6255	125	15	–	–	PUNCT
cet-6255	125	16	r.	r.	PROPN
cet-6255	125	17	,	,	PUNCT
cet-6255	125	18	flandrois	flandrois	PROPN
cet-6255	125	19	x.	x.	PROPN
cet-6255	125	20	,	,	PUNCT
cet-6255	125	21	hmad	hmad	NOUN
cet-6255	125	22	o.	o.	NOUN
cet-6255	125	23	,	,	PUNCT
cet-6255	125	24	ricordeau	ricordeau	PROPN
cet-6255	125	25	j.	j.	PROPN
cet-6255	125	26	,	,	PUNCT
cet-6255	125	27	2010	2010	NUM
cet-6255	125	28	,	,	PUNCT
cet-6255	125	29	turbofan	turbofan	NOUN
cet-6255	125	30	lubrication	lubrication	NOUN
cet-6255	125	31	oil	oil	NOUN
cet-6255	125	32	consumption	consumption	NOUN
cet-6255	125	33	follow	follow	VERB
cet-6255	125	34	up	up	ADP
cet-6255	125	35	method	method	NOUN
cet-6255	125	36	.	.	PUNCT
cet-6255	126	1	patent	patent	NOUN
cet-6255	126	2	#	#	NOUN
cet-6255	126	3	1h105790	1h105790	NUM
cet-6255	126	4	1093fr	1093fr	NOUN
cet-6255	126	5	.	.	PUNCT
cet-6255	127	1	hmad	hmad	NOUN
cet-6255	127	2	o.	o.	PROPN
cet-6255	127	3	,	,	PUNCT
cet-6255	127	4	masse	masse	PROPN
cet-6255	127	5	j.r	j.r	PROPN
cet-6255	127	6	.	.	PROPN
cet-6255	127	7	,	,	PUNCT
cet-6255	127	8	grall	grall	PROPN
cet-6255	127	9	e.	e.	PROPN
cet-6255	127	10	,	,	PUNCT
cet-6255	127	11	beauseroy	beauseroy	ADJ
cet-6255	127	12	p.	p.	NOUN
cet-6255	127	13	,	,	PUNCT
cet-6255	127	14	mathevet	mathevet	PROPN
cet-6255	127	15	a.	a.	PROPN
cet-6255	127	16	,	,	PUNCT
cet-6255	127	17	2011	2011	NUM
cet-6255	127	18	,	,	PUNCT
cet-6255	127	19	a	a	DET
cet-6255	127	20	comparison	comparison	NOUN
cet-6255	127	21	of	of	ADP
cet-6255	127	22	distribution	distribution	NOUN
cet-6255	127	23	estimators	estimator	NOUN
cet-6255	127	24	used	use	VERB
cet-6255	127	25	to	to	PART
cet-6255	127	26	determine	determine	VERB
cet-6255	127	27	a	a	DET
cet-6255	127	28	degradation	degradation	NOUN
cet-6255	127	29	decision	decision	NOUN
cet-6255	127	30	threshold	threshold	NOUN
cet-6255	127	31	for	for	ADP
cet-6255	127	32	very	very	ADV
cet-6255	127	33	low	low	ADJ
cet-6255	127	34	first	first	ADJ
cet-6255	127	35	order	order	NOUN
cet-6255	127	36	error	error	NOUN
cet-6255	127	37	,	,	PUNCT
cet-6255	127	38	esrel	esrel	NOUN
cet-6255	127	39	conference	conference	NOUN
cet-6255	127	40	.	.	PUNCT
cet-6255	128	1	346	346	NUM
cet-6255	128	2	–	–	PUNCT
cet-6255	128	3	352	352	NUM
cet-6255	128	4	.	.	PUNCT
cet-6255	128	5	hmad	hmad	NOUN
cet-6255	128	6	o.	o.	PROPN
cet-6255	128	7	,	,	PUNCT
cet-6255	128	8	massé	massé	PROPN
cet-6255	128	9	j	j	PROPN
cet-6255	128	10	-r	-r	PROPN
cet-6255	128	11	.	.	PROPN
cet-6255	128	12	,	,	PUNCT
cet-6255	128	13	grall	grall	PROPN
cet-6255	128	14	-	-	PUNCT
cet-6255	128	15	maes	maes	PROPN
cet-6255	128	16	e.	e.	PROPN
cet-6255	128	17	,	,	PUNCT
cet-6255	128	18	beauseroy	beauseroy	ADJ
cet-6255	128	19	p.	p.	NOUN
cet-6255	128	20	,	,	PUNCT
cet-6255	128	21	boulet	boulet	PROPN
cet-6255	128	22	x.	x.	PROPN
cet-6255	128	23	,	,	PUNCT
cet-6255	128	24	2012	2012	NUM
cet-6255	128	25	,	,	PUNCT
cet-6255	128	26	decision	decision	NOUN
cet-6255	128	27	threshold	threshold	NOUN
cet-6255	128	28	adjustment	adjustment	NOUN
cet-6255	128	29	method	method	NOUN
cet-6255	128	30	.	.	PUNCT
cet-6255	129	1	patent	patent	NOUN
cet-6255	129	2	#	#	NOUN
cet-6255	129	3	fa	fa	PROPN
cet-6255	129	4	764429	764429	NUM
cet-6255	129	5	fr	fr	NOUN
cet-6255	129	6	1254506	1254506	NUM
cet-6255	129	7	.	.	PUNCT
cet-6255	130	1	lacaille	lacaille	PROPN
cet-6255	130	2	j.	j.	PROPN
cet-6255	130	3	,	,	PUNCT
cet-6255	130	4	2010	2010	NUM
cet-6255	130	5	,	,	PUNCT
cet-6255	130	6	turbofan	turbofan	NOUN
cet-6255	130	7	failures	failure	NOUN
cet-6255	130	8	identification	identification	NOUN
cet-6255	130	9	.	.	PUNCT
cet-6255	131	1	patent	patent	NOUN
cet-6255	131	2	#	#	NOUN
cet-6255	131	3	fr2939924	fr2939924	NOUN
cet-6255	131	4	a1	a1	NOUN
cet-6255	131	5	.	.	PUNCT
cet-6255	132	1	lacaille	lacaille	PROPN
cet-6255	132	2	j.	j.	PROPN
cet-6255	132	3	,	,	PUNCT
cet-6255	132	4	2010	2010	NUM
cet-6255	132	5	,	,	PUNCT
cet-6255	132	6	"	"	PUNCT
cet-6255	132	7	turbofan	turbofan	NOUN
cet-6255	132	8	monitoring	monitor	VERB
cet-6255	132	9	data	datum	NOUN
cet-6255	132	10	standardization	standardization	NOUN
cet-6255	132	11	.	.	PUNCT
cet-6255	133	1	patent	patent	NOUN
cet-6255	133	2	#	#	NOUN
cet-6255	133	3	fr2939928	fr2939928	PROPN
cet-6255	133	4	a1	a1	PROPN
cet-6255	133	5	.	.	PUNCT
cet-6255	133	6	mimosa	mimosa	PROPN
cet-6255	133	7	,	,	PUNCT
cet-6255	133	8	1998	1998	NUM
cet-6255	133	9	.	.	PUNCT
cet-6255	134	1	open	open	ADJ
cet-6255	134	2	systems	system	NOUN
cet-6255	134	3	architecture	architecture	NOUN
cet-6255	134	4	for	for	ADP
cet-6255	134	5	condition	condition	NOUN
cet-6255	134	6	-	-	PUNCT
cet-6255	134	7	based	base	VERB
cet-6255	134	8	maintenance	maintenance	NOUN
cet-6255	134	9	,	,	PUNCT
cet-6255	134	10	osa	osa	PROPN
cet-6255	134	11	-	-	PROPN
cet-6255	134	12	cbm	cbm	PROPN
cet-6255	134	13	v3.1	v3.1	PROPN
cet-6255	134	14	standard	standard	PROPN
cet-6255	134	15	.	.	PUNCT
cet-6255	135	1	silverman	silverman	PROPN
cet-6255	135	2	,	,	PUNCT
cet-6255	135	3	b.	b.	PROPN
cet-6255	135	4	w	w	PROPN
cet-6255	135	5	,	,	PUNCT
cet-6255	135	6	,	,	PUNCT
cet-6255	135	7	1986	1986	NUM
cet-6255	135	8	,	,	PUNCT
cet-6255	135	9	density	density	NOUN
cet-6255	135	10	estimation	estimation	NOUN
cet-6255	135	11	for	for	ADP
cet-6255	135	12	statistics	statistic	NOUN
cet-6255	135	13	and	and	CCONJ
cet-6255	135	14	data	datum	NOUN
cet-6255	135	15	analysis	analysis	NOUN
cet-6255	135	16	.	.	PUNCT
cet-6255	136	1	chapman	chapman	NOUN
cet-6255	136	2	and	and	CCONJ
cet-6255	136	3	hall	hall	PROPN
cet-6255	136	4	london	london	PROPN
cet-6255	136	5	,	,	PUNCT
cet-6255	136	6	uk	uk	PROPN
cet-6255	136	7	.	.	PROPN
cet-6255	136	8	288	288	NUM