id	sid	tid	token	lemma	pos
cet-6258	1	1	untitled	untitle	VERB
cet-6258	1	2	a	a	DET
cet-6258	1	3	publication	publication	NOUN
cet-6258	1	4	of	of	ADP
cet-6258	1	5	cchheemmiiccaall	cchheemmiiccaall	NOUN
cet-6258	1	6	eennggiinneeeerriinngg	eennggiinneeeerriinngg	VERB
cet-6258	1	7	ttrraannssaaccttiioonnss	ttrraannssaaccttiioonns	NOUN
cet-6258	1	8	vol	vol	NOUN
cet-6258	1	9	.	.	PROPN
cet-6258	2	1	33	33	NUM
cet-6258	2	2	,	,	PUNCT
cet-6258	2	3	2013	2013	NUM
cet-6258	2	4	the	the	DET
cet-6258	2	5	italian	italian	ADJ
cet-6258	2	6	association	association	NOUN
cet-6258	2	7	of	of	ADP
cet-6258	2	8	chemical	chemical	PROPN
cet-6258	2	9	engineering	engineering	NOUN
cet-6258	2	10	online	online	ADV
cet-6258	2	11	at	at	ADP
cet-6258	2	12	:	:	PUNCT
cet-6258	2	13	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-6258	2	14	guest	guest	NOUN
cet-6258	2	15	editors	editor	NOUN
cet-6258	2	16	:	:	PUNCT
cet-6258	2	17	enrico	enrico	PROPN
cet-6258	2	18	zio	zio	PROPN
cet-6258	2	19	,	,	PUNCT
cet-6258	2	20	piero	piero	PROPN
cet-6258	2	21	baraldi	baraldi	PROPN
cet-6258	2	22	copyright	copyright	NOUN
cet-6258	2	23	©	©	PROPN
cet-6258	2	24	2013	2013	NUM
cet-6258	2	25	,	,	PUNCT
cet-6258	2	26	aidic	aidic	ADJ
cet-6258	2	27	servizi	servizi	PROPN
cet-6258	2	28	s.r.l	s.r.l	NOUN
cet-6258	2	29	.	.	PUNCT
cet-6258	2	30	,	,	PUNCT
cet-6258	2	31	isbn	isbn	PROPN
cet-6258	2	32	978	978	NUM
cet-6258	2	33	-	-	SYM
cet-6258	2	34	88	88	NUM
cet-6258	2	35	-	-	PUNCT
cet-6258	2	36	95608	95608	NUM
cet-6258	2	37	-	-	PUNCT
cet-6258	2	38	24	24	NUM
cet-6258	2	39	-	-	SYM
cet-6258	2	40	2	2	NUM
cet-6258	2	41	;	;	PUNCT
cet-6258	2	42	issn	issn	PROPN
cet-6258	2	43	1974	1974	NUM
cet-6258	2	44	-	-	SYM
cet-6258	2	45	9791	9791	NUM
cet-6258	2	46	application	application	NOUN
cet-6258	2	47	of	of	ADP
cet-6258	2	48	data	datum	NOUN
cet-6258	2	49	driven	drive	VERB
cet-6258	2	50	methods	method	NOUN
cet-6258	2	51	for	for	ADP
cet-6258	2	52	condition	condition	NOUN
cet-6258	2	53	monitoring	monitoring	NOUN
cet-6258	2	54	maintenance	maintenance	NOUN
cet-6258	2	55	isabel	isabel	PROPN
cet-6258	2	56	marton*a	marton*a	NOUN
cet-6258	2	57	,	,	PUNCT
cet-6258	2	58	ana	ana	PROPN
cet-6258	2	59	i.	i.	PROPN
cet-6258	2	60	sánchezb	sánchezb	PROPN
cet-6258	2	61	,	,	PUNCT
cet-6258	2	62	sofia	sofia	PROPN
cet-6258	2	63	carlosa	carlosa	PROPN
cet-6258	2	64	,	,	PUNCT
cet-6258	2	65	sebastián	sebastián	ADJ
cet-6258	2	66	martorella	martorella	PROPN
cet-6258	2	67	adepartment	adepartment	NOUN
cet-6258	2	68	of	of	ADP
cet-6258	2	69	chemical	chemical	NOUN
cet-6258	2	70	and	and	CCONJ
cet-6258	2	71	nuclear	nuclear	ADJ
cet-6258	2	72	engineering	engineering	NOUN
cet-6258	2	73	,	,	PUNCT
cet-6258	2	74	universitat	universitat	PROPN
cet-6258	2	75	politècnica	politècnica	PROPN
cet-6258	2	76	de	de	X
cet-6258	2	77	valència	valència	PROPN
cet-6258	2	78	,	,	PUNCT
cet-6258	2	79	camino	camino	PROPN
cet-6258	2	80	de	de	X
cet-6258	2	81	vera	vera	NOUN
cet-6258	2	82	,	,	PUNCT
cet-6258	2	83	s	s	X
cet-6258	2	84	/	/	SYM
cet-6258	2	85	n	n	CCONJ
cet-6258	2	86	,	,	PUNCT
cet-6258	2	87	46022	46022	NUM
cet-6258	2	88	,	,	PUNCT
cet-6258	2	89	valència	valència	PROPN
cet-6258	2	90	,	,	PUNCT
cet-6258	2	91	spain	spain	PROPN
cet-6258	2	92	bdepartment	bdepartment	NOUN
cet-6258	2	93	of	of	ADP
cet-6258	2	94	statistics	statistic	NOUN
cet-6258	2	95	and	and	CCONJ
cet-6258	2	96	operational	operational	ADJ
cet-6258	2	97	research	research	NOUN
cet-6258	2	98	,	,	PUNCT
cet-6258	2	99	universitat	universitat	PROPN
cet-6258	2	100	politècnica	politècnica	PROPN
cet-6258	2	101	de	de	X
cet-6258	2	102	valència	valència	PROPN
cet-6258	2	103	,	,	PUNCT
cet-6258	2	104	,	,	PUNCT
cet-6258	2	105	camino	camino	PROPN
cet-6258	2	106	de	de	X
cet-6258	2	107	vera	vera	PROPN
cet-6258	2	108	,	,	PUNCT
cet-6258	2	109	s	s	X
cet-6258	2	110	/	/	SYM
cet-6258	2	111	n	n	CCONJ
cet-6258	2	112	,	,	PUNCT
cet-6258	2	113	46022	46022	NUM
cet-6258	2	114	,	,	PUNCT
cet-6258	2	115	valència	valència	PROPN
cet-6258	2	116	,	,	PUNCT
cet-6258	2	117	spain	spain	PROPN
cet-6258	2	118	ismarllu@upvnet.upv.es	ismarllu@upvnet.upv.es	PROPN
cet-6258	2	119	nowadays	nowadays	ADV
cet-6258	2	120	,	,	PUNCT
cet-6258	2	121	there	there	PRON
cet-6258	2	122	is	be	VERB
cet-6258	2	123	an	an	DET
cet-6258	2	124	increasing	increase	VERB
cet-6258	2	125	demand	demand	NOUN
cet-6258	2	126	for	for	ADP
cet-6258	2	127	condition	condition	NOUN
cet-6258	2	128	based	base	VERB
cet-6258	2	129	maintenance	maintenance	NOUN
cet-6258	2	130	(	(	PUNCT
cet-6258	2	131	cbm	cbm	NOUN
cet-6258	2	132	)	)	PUNCT
cet-6258	2	133	activities	activity	NOUN
cet-6258	2	134	as	as	ADP
cet-6258	2	135	timedirected	timedirecte	VERB
cet-6258	2	136	maintenance	maintenance	NOUN
cet-6258	2	137	are	be	AUX
cet-6258	2	138	observed	observe	VERB
cet-6258	2	139	to	to	PART
cet-6258	2	140	be	be	AUX
cet-6258	2	141	inefficient	inefficient	ADJ
cet-6258	2	142	in	in	ADP
cet-6258	2	143	many	many	ADJ
cet-6258	2	144	situations	situation	NOUN
cet-6258	2	145	.	.	PUNCT
cet-6258	3	1	cbm	cbm	PROPN
cet-6258	3	2	is	be	AUX
cet-6258	3	3	a	a	DET
cet-6258	3	4	maintenance	maintenance	NOUN
cet-6258	3	5	strategy	strategy	NOUN
cet-6258	3	6	based	base	VERB
cet-6258	3	7	on	on	ADP
cet-6258	3	8	collecting	collect	VERB
cet-6258	3	9	information	information	NOUN
cet-6258	3	10	concerning	concern	VERB
cet-6258	3	11	the	the	DET
cet-6258	3	12	working	work	VERB
cet-6258	3	13	condition	condition	NOUN
cet-6258	3	14	of	of	ADP
cet-6258	3	15	equipment	equipment	NOUN
cet-6258	3	16	,	,	PUNCT
cet-6258	3	17	such	such	ADJ
cet-6258	3	18	as	as	ADP
cet-6258	3	19	vibration	vibration	NOUN
cet-6258	3	20	intensity	intensity	NOUN
cet-6258	3	21	,	,	PUNCT
cet-6258	3	22	temperature	temperature	NOUN
cet-6258	3	23	,	,	PUNCT
cet-6258	3	24	pressure	pressure	NOUN
cet-6258	3	25	,	,	PUNCT
cet-6258	3	26	etc	etc	X
cet-6258	3	27	.	.	X
cet-6258	3	28	,	,	PUNCT
cet-6258	3	29	related	relate	VERB
cet-6258	3	30	to	to	ADP
cet-6258	3	31	the	the	DET
cet-6258	3	32	system	system	NOUN
cet-6258	3	33	degradation	degradation	NOUN
cet-6258	3	34	or	or	CCONJ
cet-6258	3	35	status	status	NOUN
cet-6258	3	36	in	in	ADP
cet-6258	3	37	order	order	NOUN
cet-6258	3	38	to	to	PART
cet-6258	3	39	prevent	prevent	VERB
cet-6258	3	40	its	its	PRON
cet-6258	3	41	failure	failure	NOUN
cet-6258	3	42	and	and	CCONJ
cet-6258	3	43	to	to	PART
cet-6258	3	44	determine	determine	VERB
cet-6258	3	45	the	the	DET
cet-6258	3	46	optimal	optimal	ADJ
cet-6258	3	47	maintenance	maintenance	NOUN
cet-6258	3	48	.	.	PUNCT
cet-6258	4	1	prognosis	prognosis	NOUN
cet-6258	4	2	is	be	AUX
cet-6258	4	3	an	an	DET
cet-6258	4	4	important	important	ADJ
cet-6258	4	5	part	part	NOUN
cet-6258	4	6	of	of	ADP
cet-6258	4	7	cbm	cbm	PROPN
cet-6258	4	8	.	.	PUNCT
cet-6258	5	1	different	different	ADJ
cet-6258	5	2	methodologies	methodology	NOUN
cet-6258	5	3	can	can	AUX
cet-6258	5	4	be	be	AUX
cet-6258	5	5	used	use	VERB
cet-6258	5	6	to	to	PART
cet-6258	5	7	perform	perform	VERB
cet-6258	5	8	prognosis	prognosis	NOUN
cet-6258	5	9	and	and	CCONJ
cet-6258	5	10	can	can	AUX
cet-6258	5	11	be	be	AUX
cet-6258	5	12	classified	classify	VERB
cet-6258	5	13	as	as	ADP
cet-6258	5	14	:	:	PUNCT
cet-6258	5	15	model	model	NOUN
cet-6258	5	16	-	-	PUNCT
cet-6258	5	17	based	base	VERB
cet-6258	5	18	or	or	CCONJ
cet-6258	5	19	data	datum	NOUN
cet-6258	5	20	-	-	PUNCT
cet-6258	5	21	driven	drive	VERB
cet-6258	5	22	.	.	PUNCT
cet-6258	6	1	model	model	NOUN
cet-6258	6	2	-	-	PUNCT
cet-6258	6	3	based	base	VERB
cet-6258	6	4	methods	method	NOUN
cet-6258	6	5	use	use	VERB
cet-6258	6	6	physical	physical	ADJ
cet-6258	6	7	models	model	NOUN
cet-6258	6	8	of	of	ADP
cet-6258	6	9	the	the	DET
cet-6258	6	10	process	process	NOUN
cet-6258	6	11	or	or	CCONJ
cet-6258	6	12	statistical	statistical	ADJ
cet-6258	6	13	estimation	estimation	NOUN
cet-6258	6	14	methods	method	NOUN
cet-6258	6	15	based	base	VERB
cet-6258	6	16	on	on	ADP
cet-6258	6	17	state	state	NOUN
cet-6258	6	18	observers	observer	NOUN
cet-6258	6	19	,	,	PUNCT
cet-6258	6	20	to	to	ADP
cet-6258	6	21	this	this	DET
cet-6258	6	22	approach	approach	NOUN
cet-6258	6	23	belong	belong	VERB
cet-6258	6	24	kalman	kalman	NOUN
cet-6258	6	25	filters	filter	NOUN
cet-6258	6	26	,	,	PUNCT
cet-6258	6	27	particle	particle	NOUN
cet-6258	6	28	filters	filter	NOUN
cet-6258	6	29	,	,	PUNCT
cet-6258	6	30	etc	etc	X
cet-6258	6	31	.	.	X
cet-6258	6	32	on	on	ADP
cet-6258	6	33	the	the	DET
cet-6258	6	34	other	other	ADJ
cet-6258	6	35	hand	hand	NOUN
cet-6258	6	36	,	,	PUNCT
cet-6258	6	37	data	data	NOUN
cet-6258	6	38	-	-	PUNCT
cet-6258	6	39	driven	drive	VERB
cet-6258	6	40	methods	method	NOUN
cet-6258	6	41	only	only	ADV
cet-6258	6	42	makes	make	VERB
cet-6258	6	43	use	use	NOUN
cet-6258	6	44	of	of	ADP
cet-6258	6	45	the	the	DET
cet-6258	6	46	available	available	ADJ
cet-6258	6	47	monitoring	monitoring	NOUN
cet-6258	6	48	data	datum	NOUN
cet-6258	6	49	which	which	PRON
cet-6258	6	50	to	to	PART
cet-6258	6	51	train	train	VERB
cet-6258	6	52	a	a	DET
cet-6258	6	53	learning	learning	NOUN
cet-6258	6	54	algorithm	algorithm	NOUN
cet-6258	6	55	.	.	PUNCT
cet-6258	7	1	in	in	ADP
cet-6258	7	2	this	this	DET
cet-6258	7	3	paper	paper	NOUN
cet-6258	7	4	a	a	DET
cet-6258	7	5	data	data	NOUN
cet-6258	7	6	-	-	PUNCT
cet-6258	7	7	driven	drive	VERB
cet-6258	7	8	approach	approach	NOUN
cet-6258	7	9	is	be	AUX
cet-6258	7	10	presented	present	VERB
cet-6258	7	11	to	to	PART
cet-6258	7	12	detect	detect	VERB
cet-6258	7	13	abnormal	abnormal	ADJ
cet-6258	7	14	behaviours	behaviour	NOUN
cet-6258	7	15	in	in	ADP
cet-6258	7	16	industrial	industrial	ADJ
cet-6258	7	17	equipment	equipment	NOUN
cet-6258	7	18	.	.	PUNCT
cet-6258	8	1	the	the	DET
cet-6258	8	2	suggested	suggest	VERB
cet-6258	8	3	approach	approach	NOUN
cet-6258	8	4	combines	combine	VERB
cet-6258	8	5	two	two	NUM
cet-6258	8	6	multivariate	multivariate	NOUN
cet-6258	8	7	analysis	analysis	NOUN
cet-6258	8	8	techniques	technique	NOUN
cet-6258	8	9	:	:	PUNCT
cet-6258	8	10	principal	principal	ADJ
cet-6258	8	11	component	component	NOUN
cet-6258	8	12	analysis	analysis	NOUN
cet-6258	8	13	(	(	PUNCT
cet-6258	8	14	pca	pca	NOUN
cet-6258	8	15	)	)	PUNCT
cet-6258	8	16	and	and	CCONJ
cet-6258	8	17	partial	partial	ADJ
cet-6258	8	18	least	least	ADJ
cet-6258	8	19	squares	square	NOUN
cet-6258	8	20	(	(	PUNCT
cet-6258	8	21	pls	pls	INTJ
cet-6258	8	22	)	)	PUNCT
cet-6258	8	23	.	.	PUNCT
cet-6258	9	1	with	with	ADP
cet-6258	9	2	pca	pca	PROPN
cet-6258	9	3	the	the	DET
cet-6258	9	4	most	most	ADV
cet-6258	9	5	important	important	ADJ
cet-6258	9	6	contributors	contributor	NOUN
cet-6258	9	7	to	to	PART
cet-6258	9	8	characterize	characterize	VERB
cet-6258	9	9	the	the	DET
cet-6258	9	10	condition	condition	NOUN
cet-6258	9	11	of	of	ADP
cet-6258	9	12	the	the	DET
cet-6258	9	13	equipment	equipment	NOUN
cet-6258	9	14	are	be	AUX
cet-6258	9	15	found	find	VERB
cet-6258	9	16	.	.	PUNCT
cet-6258	10	1	next	next	ADV
cet-6258	10	2	,	,	PUNCT
cet-6258	10	3	pls	pls	PROPN
cet-6258	10	4	is	be	AUX
cet-6258	10	5	used	use	VERB
cet-6258	10	6	to	to	PART
cet-6258	10	7	predict	predict	VERB
cet-6258	10	8	the	the	DET
cet-6258	10	9	system	system	NOUN
cet-6258	10	10	state	state	NOUN
cet-6258	10	11	and	and	CCONJ
cet-6258	10	12	detect	detect	VERB
cet-6258	10	13	abnormal	abnormal	ADJ
cet-6258	10	14	behaviour	behaviour	NOUN
cet-6258	10	15	.	.	PUNCT
cet-6258	11	1	this	this	DET
cet-6258	11	2	behaviour	behaviour	NOUN
cet-6258	11	3	can	can	AUX
cet-6258	11	4	lead	lead	VERB
cet-6258	11	5	to	to	PART
cet-6258	11	6	perform	perform	VERB
cet-6258	11	7	maintenance	maintenance	NOUN
cet-6258	11	8	tasks	task	NOUN
cet-6258	11	9	.	.	PUNCT
cet-6258	12	1	finally	finally	ADV
cet-6258	12	2	,	,	PUNCT
cet-6258	12	3	an	an	DET
cet-6258	12	4	example	example	NOUN
cet-6258	12	5	of	of	ADP
cet-6258	12	6	application	application	NOUN
cet-6258	12	7	to	to	ADP
cet-6258	12	8	an	an	DET
cet-6258	12	9	asynchronous	asynchronous	ADJ
cet-6258	12	10	generator	generator	NOUN
cet-6258	12	11	is	be	AUX
cet-6258	12	12	presented	present	VERB
cet-6258	12	13	.	.	PUNCT
cet-6258	13	1	1	1	X
cet-6258	13	2	.	.	X
cet-6258	13	3	introduction	introduction	NOUN
cet-6258	13	4	in	in	ADP
cet-6258	13	5	recent	recent	ADJ
cet-6258	13	6	decades	decade	NOUN
cet-6258	13	7	,	,	PUNCT
cet-6258	13	8	a	a	DET
cet-6258	13	9	change	change	NOUN
cet-6258	13	10	in	in	ADP
cet-6258	13	11	the	the	DET
cet-6258	13	12	maintenance	maintenance	NOUN
cet-6258	13	13	planning	planning	NOUN
cet-6258	13	14	of	of	ADP
cet-6258	13	15	industrial	industrial	ADJ
cet-6258	13	16	plants	plant	NOUN
cet-6258	13	17	has	have	AUX
cet-6258	13	18	been	be	AUX
cet-6258	13	19	observed	observe	VERB
cet-6258	13	20	due	due	ADP
cet-6258	13	21	to	to	ADP
cet-6258	13	22	the	the	DET
cet-6258	13	23	development	development	NOUN
cet-6258	13	24	in	in	ADP
cet-6258	13	25	information	information	NOUN
cet-6258	13	26	and	and	CCONJ
cet-6258	13	27	communication	communication	NOUN
cet-6258	13	28	technology	technology	NOUN
cet-6258	13	29	.	.	PUNCT
cet-6258	14	1	this	this	DET
cet-6258	14	2	planning	planning	NOUN
cet-6258	14	3	is	be	AUX
cet-6258	14	4	of	of	ADP
cet-6258	14	5	great	great	ADJ
cet-6258	14	6	interest	interest	NOUN
cet-6258	14	7	as	as	SCONJ
cet-6258	14	8	the	the	DET
cet-6258	14	9	plant	plant	NOUN
cet-6258	14	10	availability	availability	NOUN
cet-6258	14	11	and	and	CCONJ
cet-6258	14	12	economy	economy	NOUN
cet-6258	14	13	depend	depend	VERB
cet-6258	14	14	on	on	ADP
cet-6258	14	15	the	the	DET
cet-6258	14	16	maintenance	maintenance	NOUN
cet-6258	14	17	activities	activity	NOUN
cet-6258	14	18	developed	develop	VERB
cet-6258	14	19	.	.	PUNCT
cet-6258	15	1	the	the	DET
cet-6258	15	2	total	total	ADJ
cet-6258	15	3	cost	cost	NOUN
cet-6258	15	4	of	of	ADP
cet-6258	15	5	maintenance	maintenance	NOUN
cet-6258	15	6	,	,	PUNCT
cet-6258	15	7	which	which	PRON
cet-6258	15	8	includes	include	VERB
cet-6258	15	9	human	human	ADJ
cet-6258	15	10	and	and	CCONJ
cet-6258	15	11	material	material	NOUN
cet-6258	15	12	costs	cost	NOUN
cet-6258	15	13	,	,	PUNCT
cet-6258	15	14	needs	need	VERB
cet-6258	15	15	to	to	PART
cet-6258	15	16	be	be	AUX
cet-6258	15	17	reduced	reduce	VERB
cet-6258	15	18	to	to	PART
cet-6258	15	19	be	be	AUX
cet-6258	15	20	more	more	ADV
cet-6258	15	21	competitive	competitive	ADJ
cet-6258	15	22	and	and	CCONJ
cet-6258	15	23	guarantee	guarantee	VERB
cet-6258	15	24	the	the	DET
cet-6258	15	25	production	production	NOUN
cet-6258	15	26	.	.	PUNCT
cet-6258	16	1	for	for	ADP
cet-6258	16	2	this	this	DET
cet-6258	16	3	reason	reason	NOUN
cet-6258	16	4	,	,	PUNCT
cet-6258	16	5	in	in	ADP
cet-6258	16	6	the	the	DET
cet-6258	16	7	last	last	ADJ
cet-6258	16	8	few	few	ADJ
cet-6258	16	9	decades	decade	NOUN
cet-6258	16	10	,	,	PUNCT
cet-6258	16	11	the	the	DET
cet-6258	16	12	application	application	NOUN
cet-6258	16	13	of	of	ADP
cet-6258	16	14	techniques	technique	NOUN
cet-6258	16	15	of	of	ADP
cet-6258	16	16	condition	condition	NOUN
cet-6258	16	17	monitoring	monitoring	NOUN
cet-6258	16	18	in	in	ADP
cet-6258	16	19	order	order	NOUN
cet-6258	16	20	to	to	PART
cet-6258	16	21	predict	predict	VERB
cet-6258	16	22	the	the	DET
cet-6258	16	23	status	status	NOUN
cet-6258	16	24	patterns	pattern	NOUN
cet-6258	16	25	or	or	CCONJ
cet-6258	16	26	faults	fault	NOUN
cet-6258	16	27	of	of	ADP
cet-6258	16	28	the	the	DET
cet-6258	16	29	facilities	facility	NOUN
cet-6258	16	30	(	(	PUNCT
cet-6258	16	31	kusiak	kusiak	NOUN
cet-6258	16	32	and	and	CCONJ
cet-6258	16	33	verma	verma	PROPN
cet-6258	16	34	,	,	PUNCT
cet-6258	16	35	2011	2011	NUM
cet-6258	16	36	)	)	PUNCT
cet-6258	16	37	has	have	AUX
cet-6258	16	38	increased	increase	VERB
cet-6258	16	39	.	.	PUNCT
cet-6258	17	1	in	in	ADP
cet-6258	17	2	addition	addition	NOUN
cet-6258	17	3	,	,	PUNCT
cet-6258	17	4	an	an	DET
cet-6258	17	5	early	early	ADJ
cet-6258	17	6	prediction	prediction	NOUN
cet-6258	17	7	of	of	ADP
cet-6258	17	8	abnormal	abnormal	ADJ
cet-6258	17	9	behaviour	behaviour	NOUN
cet-6258	17	10	of	of	ADP
cet-6258	17	11	the	the	DET
cet-6258	17	12	equipment	equipment	NOUN
cet-6258	17	13	helps	help	VERB
cet-6258	17	14	maintenance	maintenance	NOUN
cet-6258	17	15	managers	manager	NOUN
cet-6258	17	16	as	as	SCONJ
cet-6258	17	17	it	it	PRON
cet-6258	17	18	indicates	indicate	VERB
cet-6258	17	19	equipment	equipment	NOUN
cet-6258	17	20	degradation	degradation	NOUN
cet-6258	17	21	.	.	PUNCT
cet-6258	18	1	condition	condition	NOUN
cet-6258	18	2	based	base	VERB
cet-6258	18	3	maintenance	maintenance	NOUN
cet-6258	18	4	(	(	PUNCT
cet-6258	18	5	cbm	cbm	PROPN
cet-6258	18	6	)	)	PUNCT
cet-6258	18	7	techniques	technique	NOUN
cet-6258	18	8	guide	guide	VERB
cet-6258	18	9	the	the	DET
cet-6258	18	10	decision	decision	NOUN
cet-6258	18	11	making	make	VERB
cet-6258	18	12	process	process	NOUN
cet-6258	18	13	to	to	PART
cet-6258	18	14	select	select	VERB
cet-6258	18	15	the	the	DET
cet-6258	18	16	most	most	ADV
cet-6258	18	17	appropriated	appropriate	VERB
cet-6258	18	18	maintenance	maintenance	NOUN
cet-6258	18	19	plan	plan	NOUN
cet-6258	18	20	.	.	PUNCT
cet-6258	19	1	these	these	DET
cet-6258	19	2	techniques	technique	NOUN
cet-6258	19	3	can	can	AUX
cet-6258	19	4	be	be	AUX
cet-6258	19	5	classified	classify	VERB
cet-6258	19	6	into	into	ADP
cet-6258	19	7	diagnosis	diagnosis	NOUN
cet-6258	19	8	and	and	CCONJ
cet-6258	19	9	prognosis	prognosis	NOUN
cet-6258	19	10	techniques	technique	NOUN
cet-6258	19	11	(	(	PUNCT
cet-6258	19	12	jardine	jardine	PROPN
cet-6258	19	13	et	et	PROPN
cet-6258	19	14	al	al	PROPN
cet-6258	19	15	.	.	PROPN
cet-6258	19	16	,	,	PUNCT
cet-6258	19	17	2006	2006	NUM
cet-6258	19	18	)	)	PUNCT
cet-6258	19	19	.	.	PUNCT
cet-6258	20	1	the	the	DET
cet-6258	20	2	first	first	ADJ
cet-6258	20	3	ones	one	NOUN
cet-6258	20	4	are	be	AUX
cet-6258	20	5	based	base	VERB
cet-6258	20	6	on	on	ADP
cet-6258	20	7	detection	detection	NOUN
cet-6258	20	8	,	,	PUNCT
cet-6258	20	9	isolation	isolation	NOUN
cet-6258	20	10	and	and	CCONJ
cet-6258	20	11	identification	identification	NOUN
cet-6258	20	12	of	of	ADP
cet-6258	20	13	faults	fault	NOUN
cet-6258	20	14	and	and	CCONJ
cet-6258	20	15	abnormal	abnormal	ADJ
cet-6258	20	16	behaviour	behaviour	NOUN
cet-6258	20	17	once	once	SCONJ
cet-6258	20	18	they	they	PRON
cet-6258	20	19	are	be	AUX
cet-6258	20	20	detected	detect	VERB
cet-6258	20	21	.	.	PUNCT
cet-6258	21	1	the	the	DET
cet-6258	21	2	second	second	ADJ
cet-6258	21	3	ones	one	NOUN
cet-6258	21	4	are	be	AUX
cet-6258	21	5	focused	focus	VERB
cet-6258	21	6	on	on	ADP
cet-6258	21	7	predicting	predict	VERB
cet-6258	21	8	faults	fault	NOUN
cet-6258	21	9	or	or	CCONJ
cet-6258	21	10	failures	failure	NOUN
cet-6258	21	11	before	before	SCONJ
cet-6258	21	12	they	they	PRON
cet-6258	21	13	occur	occur	VERB
cet-6258	21	14	,	,	PUNCT
cet-6258	21	15	so	so	SCONJ
cet-6258	21	16	it	it	PRON
cet-6258	21	17	is	be	AUX
cet-6258	21	18	possible	possible	ADJ
cet-6258	21	19	to	to	PART
cet-6258	21	20	avoid	avoid	VERB
cet-6258	21	21	failures	failure	NOUN
cet-6258	21	22	increasing	increase	VERB
cet-6258	21	23	the	the	DET
cet-6258	21	24	equipment	equipment	NOUN
cet-6258	21	25	availability	availability	NOUN
cet-6258	21	26	,	,	PUNCT
cet-6258	21	27	and	and	CCONJ
cet-6258	21	28	production	production	NOUN
cet-6258	21	29	.	.	PUNCT
cet-6258	22	1	there	there	PRON
cet-6258	22	2	are	be	VERB
cet-6258	22	3	some	some	DET
cet-6258	22	4	typical	typical	ADJ
cet-6258	22	5	approaches	approach	NOUN
cet-6258	22	6	for	for	ADP
cet-6258	22	7	fault	fault	NOUN
cet-6258	22	8	prognostic	prognostic	ADJ
cet-6258	22	9	based	base	VERB
cet-6258	22	10	on	on	ADP
cet-6258	22	11	the	the	DET
cet-6258	22	12	theory	theory	NOUN
cet-6258	22	13	,	,	PUNCT
cet-6258	22	14	methods	method	NOUN
cet-6258	22	15	and	and	CCONJ
cet-6258	22	16	routes	route	NOUN
cet-6258	22	17	adopted	adopt	VERB
cet-6258	22	18	in	in	ADP
cet-6258	22	19	practical	practical	ADJ
cet-6258	22	20	applications	application	NOUN
cet-6258	22	21	.	.	PUNCT
cet-6258	23	1	such	such	ADJ
cet-6258	23	2	approaches	approach	NOUN
cet-6258	23	3	are	be	AUX
cet-6258	23	4	generally	generally	ADV
cet-6258	23	5	fallen	fall	VERB
cet-6258	23	6	into	into	ADP
cet-6258	23	7	two	two	NUM
cet-6258	23	8	main	main	ADJ
cet-6258	23	9	categories	category	NOUN
cet-6258	23	10	,	,	PUNCT
cet-6258	23	11	namely	namely	ADV
cet-6258	23	12	modelbased	modelbase	VERB
cet-6258	23	13	approaches	approach	NOUN
cet-6258	23	14	and	and	CCONJ
cet-6258	23	15	data	datum	NOUN
cet-6258	23	16	-	-	PUNCT
cet-6258	23	17	based	base	VERB
cet-6258	23	18	approaches	approach	NOUN
cet-6258	23	19	.	.	PUNCT
cet-6258	24	1	doi	doi	NOUN
cet-6258	24	2	:	:	PUNCT
cet-6258	24	3	10.3303	10.3303	NUM
cet-6258	24	4	/	/	SYM
cet-6258	24	5	cet1333051	cet1333051	NOUN
cet-6258	24	6	please	please	INTJ
cet-6258	24	7	cite	cite	VERB
cet-6258	24	8	this	this	DET
cet-6258	24	9	article	article	NOUN
cet-6258	24	10	as	as	ADP
cet-6258	24	11	:	:	PUNCT
cet-6258	24	12	marton	marton	PROPN
cet-6258	24	13	i.	i.	PROPN
cet-6258	24	14	,	,	PUNCT
cet-6258	24	15	sanchez	sanchez	PROPN
cet-6258	24	16	a.	a.	PROPN
cet-6258	24	17	,	,	PUNCT
cet-6258	24	18	carlos	carlos	PROPN
cet-6258	24	19	s.	s.	PROPN
cet-6258	24	20	,	,	PUNCT
cet-6258	24	21	martorell	martorell	PROPN
cet-6258	24	22	s.	s.	PROPN
cet-6258	24	23	,	,	PUNCT
cet-6258	24	24	2013	2013	NUM
cet-6258	24	25	,	,	PUNCT
cet-6258	24	26	application	application	NOUN
cet-6258	24	27	of	of	ADP
cet-6258	24	28	data	datum	NOUN
cet-6258	24	29	driven	drive	VERB
cet-6258	24	30	methods	method	NOUN
cet-6258	24	31	for	for	ADP
cet-6258	24	32	condition	condition	NOUN
cet-6258	24	33	monitoring	monitoring	NOUN
cet-6258	24	34	maintenance	maintenance	NOUN
cet-6258	24	35	,	,	PUNCT
cet-6258	24	36	chemical	chemical	NOUN
cet-6258	24	37	engineering	engineering	NOUN
cet-6258	24	38	transactions	transaction	NOUN
cet-6258	24	39	,	,	PUNCT
cet-6258	24	40	33	33	NUM
cet-6258	24	41	,	,	PUNCT
cet-6258	24	42	301	301	NUM
cet-6258	24	43	-	-	SYM
cet-6258	24	44	306	306	NUM
cet-6258	24	45	doi	doi	NOUN
cet-6258	24	46	:	:	PUNCT
cet-6258	24	47	10.3303	10.3303	NUM
cet-6258	24	48	/	/	SYM
cet-6258	24	49	cet1333051	cet1333051	NOUN
cet-6258	24	50	301	301	NUM
cet-6258	24	51	the	the	DET
cet-6258	24	52	model	model	NOUN
cet-6258	24	53	-	-	PUNCT
cet-6258	24	54	based	base	VERB
cet-6258	24	55	approach	approach	NOUN
cet-6258	24	56	relies	rely	VERB
cet-6258	24	57	on	on	ADP
cet-6258	24	58	the	the	DET
cet-6258	24	59	use	use	NOUN
cet-6258	24	60	of	of	ADP
cet-6258	24	61	a	a	DET
cet-6258	24	62	mathematical	mathematical	ADJ
cet-6258	24	63	models	model	NOUN
cet-6258	24	64	(	(	PUNCT
cet-6258	24	65	set	set	VERB
cet-6258	24	66	of	of	ADP
cet-6258	24	67	algebraic	algebraic	ADJ
cet-6258	24	68	or	or	CCONJ
cet-6258	24	69	differential	differential	ADJ
cet-6258	24	70	equations	equation	NOUN
cet-6258	24	71	)	)	PUNCT
cet-6258	24	72	to	to	PART
cet-6258	24	73	represent	represent	VERB
cet-6258	24	74	the	the	DET
cet-6258	24	75	system	system	NOUN
cet-6258	24	76	behavior	behavior	NOUN
cet-6258	24	77	,	,	PUNCT
cet-6258	24	78	including	include	VERB
cet-6258	24	79	the	the	DET
cet-6258	24	80	degradation	degradation	NOUN
cet-6258	24	81	phenomenon	phenomenon	NOUN
cet-6258	24	82	.	.	PUNCT
cet-6258	25	1	the	the	DET
cet-6258	25	2	mathematical	mathematical	ADJ
cet-6258	25	3	model	model	NOUN
cet-6258	25	4	comprises	comprise	VERB
cet-6258	25	5	statistical	statistical	ADJ
cet-6258	25	6	and	and	CCONJ
cet-6258	25	7	physical	physical	ADJ
cet-6258	25	8	models	model	NOUN
cet-6258	25	9	.	.	PUNCT
cet-6258	26	1	statistical	statistical	ADJ
cet-6258	26	2	models	model	NOUN
cet-6258	26	3	are	be	AUX
cet-6258	26	4	developed	develop	VERB
cet-6258	26	5	from	from	ADP
cet-6258	26	6	the	the	DET
cet-6258	26	7	collected	collect	VERB
cet-6258	26	8	input	input	NOUN
cet-6258	26	9	/	/	SYM
cet-6258	26	10	output	output	NOUN
cet-6258	26	11	data	datum	NOUN
cet-6258	26	12	,	,	PUNCT
cet-6258	26	13	which	which	PRON
cet-6258	26	14	do	do	AUX
cet-6258	26	15	not	not	PART
cet-6258	26	16	include	include	VERB
cet-6258	26	17	not	not	PART
cet-6258	26	18	recorded	record	VERB
cet-6258	26	19	conditions	condition	NOUN
cet-6258	26	20	.	.	PUNCT
cet-6258	27	1	and	and	CCONJ
cet-6258	27	2	physical	physical	ADJ
cet-6258	27	3	models	model	NOUN
cet-6258	27	4	are	be	AUX
cet-6258	27	5	useful	useful	ADJ
cet-6258	27	6	in	in	ADP
cet-6258	27	7	accounting	account	VERB
cet-6258	27	8	for	for	ADP
cet-6258	27	9	all	all	DET
cet-6258	27	10	operating	operate	VERB
cet-6258	27	11	situations	situation	NOUN
cet-6258	27	12	(	(	PUNCT
cet-6258	27	13	hao	hao	PROPN
cet-6258	27	14	et	et	PROPN
cet-6258	27	15	al	al	PROPN
cet-6258	27	16	.	.	PROPN
cet-6258	27	17	,	,	PUNCT
cet-6258	27	18	2009	2009	NUM
cet-6258	27	19	)	)	PUNCT
cet-6258	27	20	.	.	PUNCT
cet-6258	28	1	on	on	ADP
cet-6258	28	2	the	the	DET
cet-6258	28	3	other	other	ADJ
cet-6258	28	4	hand	hand	NOUN
cet-6258	28	5	,	,	PUNCT
cet-6258	28	6	data	data	NOUN
cet-6258	28	7	-	-	PUNCT
cet-6258	28	8	driven	drive	VERB
cet-6258	28	9	approaches	approach	NOUN
cet-6258	28	10	use	use	VERB
cet-6258	28	11	real	real	ADJ
cet-6258	28	12	data	datum	NOUN
cet-6258	28	13	obtained	obtain	VERB
cet-6258	28	14	from	from	ADP
cet-6258	28	15	data	datum	NOUN
cet-6258	28	16	acquisition	acquisition	NOUN
cet-6258	28	17	system	system	NOUN
cet-6258	28	18	and	and	CCONJ
cet-6258	28	19	track	track	NOUN
cet-6258	28	20	features	feature	NOUN
cet-6258	28	21	revealing	reveal	VERB
cet-6258	28	22	the	the	DET
cet-6258	28	23	components	component	NOUN
cet-6258	28	24	degradation	degradation	NOUN
cet-6258	28	25	and	and	CCONJ
cet-6258	28	26	to	to	PART
cet-6258	28	27	forecast	forecast	VERB
cet-6258	28	28	the	the	DET
cet-6258	28	29	global	global	ADJ
cet-6258	28	30	behaviour	behaviour	NOUN
cet-6258	28	31	of	of	ADP
cet-6258	28	32	a	a	DET
cet-6258	28	33	system	system	NOUN
cet-6258	28	34	.	.	PUNCT
cet-6258	29	1	data	data	NOUN
cet-6258	29	2	-	-	PUNCT
cet-6258	29	3	driven	drive	VERB
cet-6258	29	4	approaches	approach	NOUN
cet-6258	29	5	can	can	AUX
cet-6258	29	6	be	be	AUX
cet-6258	29	7	divided	divide	VERB
cet-6258	29	8	into	into	ADP
cet-6258	29	9	two	two	NUM
cet-6258	29	10	categories	category	NOUN
cet-6258	29	11	:	:	PUNCT
cet-6258	29	12	artificial	artificial	ADJ
cet-6258	29	13	intelligence	intelligence	NOUN
cet-6258	29	14	(	(	PUNCT
cet-6258	29	15	ai	ai	NOUN
cet-6258	29	16	)	)	PUNCT
cet-6258	29	17	techniques	technique	NOUN
cet-6258	29	18	(	(	PUNCT
cet-6258	29	19	neural	neural	ADJ
cet-6258	29	20	networks	network	NOUN
cet-6258	29	21	,	,	PUNCT
cet-6258	29	22	fuzzy	fuzzy	ADJ
cet-6258	29	23	systems	system	NOUN
cet-6258	29	24	,	,	PUNCT
cet-6258	29	25	decision	decision	NOUN
cet-6258	29	26	trees	tree	NOUN
cet-6258	29	27	,	,	PUNCT
cet-6258	29	28	etc	etc	X
cet-6258	29	29	.	.	X
cet-6258	29	30	)	)	PUNCT
cet-6258	29	31	,	,	PUNCT
cet-6258	29	32	and	and	CCONJ
cet-6258	29	33	statistical	statistical	ADJ
cet-6258	29	34	techniques	technique	NOUN
cet-6258	29	35	(	(	PUNCT
cet-6258	29	36	multivariate	multivariate	VERB
cet-6258	29	37	statistical	statistical	ADJ
cet-6258	29	38	methods	method	NOUN
cet-6258	29	39	,	,	PUNCT
cet-6258	29	40	linear	linear	ADJ
cet-6258	29	41	and	and	CCONJ
cet-6258	29	42	quadratic	quadratic	ADJ
cet-6258	29	43	discriminators	discriminator	NOUN
cet-6258	29	44	,	,	PUNCT
cet-6258	29	45	partial	partial	ADJ
cet-6258	29	46	least	least	ADJ
cet-6258	29	47	squares	square	NOUN
cet-6258	29	48	,	,	PUNCT
cet-6258	29	49	etc	etc	X
cet-6258	29	50	.	.	X
cet-6258	29	51	)	)	PUNCT
cet-6258	30	1	(	(	PUNCT
cet-6258	30	2	dragomir	dragomir	VERB
cet-6258	30	3	et	et	PROPN
cet-6258	30	4	al	al	PROPN
cet-6258	30	5	.	.	PROPN
cet-6258	30	6	,	,	PUNCT
cet-6258	30	7	2009	2009	NUM
cet-6258	30	8	;	;	PUNCT
cet-6258	30	9	lam	lam	PROPN
cet-6258	30	10	et	et	PROPN
cet-6258	30	11	al	al	PROPN
cet-6258	30	12	.	.	PROPN
cet-6258	30	13	,	,	PUNCT
cet-6258	30	14	2010	2010	NUM
cet-6258	30	15	)	)	PUNCT
cet-6258	30	16	.	.	PUNCT
cet-6258	31	1	in	in	ADP
cet-6258	31	2	this	this	DET
cet-6258	31	3	work	work	NOUN
cet-6258	31	4	a	a	DET
cet-6258	31	5	data	data	NOUN
cet-6258	31	6	driven	drive	VERB
cet-6258	31	7	approach	approach	NOUN
cet-6258	31	8	methodology	methodology	NOUN
cet-6258	31	9	which	which	PRON
cet-6258	31	10	combines	combine	VERB
cet-6258	31	11	two	two	NUM
cet-6258	31	12	techniques	technique	NOUN
cet-6258	31	13	of	of	ADP
cet-6258	31	14	multivariate	multivariate	NOUN
cet-6258	31	15	analysis	analysis	NOUN
cet-6258	31	16	,	,	PUNCT
cet-6258	31	17	principal	principal	ADJ
cet-6258	31	18	component	component	NOUN
cet-6258	31	19	analysis	analysis	NOUN
cet-6258	31	20	(	(	PUNCT
cet-6258	31	21	pca	pca	NOUN
cet-6258	31	22	)	)	PUNCT
cet-6258	31	23	and	and	CCONJ
cet-6258	31	24	partial	partial	ADJ
cet-6258	31	25	least	least	ADJ
cet-6258	31	26	squares	square	NOUN
cet-6258	31	27	(	(	PUNCT
cet-6258	31	28	pls	pls	INTJ
cet-6258	31	29	)	)	PUNCT
cet-6258	31	30	to	to	PART
cet-6258	31	31	predict	predict	VERB
cet-6258	31	32	the	the	DET
cet-6258	31	33	state	state	NOUN
cet-6258	31	34	of	of	ADP
cet-6258	31	35	the	the	DET
cet-6258	31	36	equipment	equipment	NOUN
cet-6258	31	37	is	be	AUX
cet-6258	31	38	proposed	propose	VERB
cet-6258	31	39	and	and	CCONJ
cet-6258	31	40	applied	apply	VERB
cet-6258	31	41	to	to	PART
cet-6258	31	42	detect	detect	VERB
cet-6258	31	43	the	the	DET
cet-6258	31	44	abnormal	abnormal	ADJ
cet-6258	31	45	behaviour	behaviour	NOUN
cet-6258	31	46	of	of	ADP
cet-6258	31	47	an	an	DET
cet-6258	31	48	asynchronous	asynchronous	ADJ
cet-6258	31	49	generator	generator	NOUN
cet-6258	31	50	.	.	PUNCT
cet-6258	32	1	the	the	DET
cet-6258	32	2	paper	paper	NOUN
cet-6258	32	3	is	be	AUX
cet-6258	32	4	organized	organize	VERB
cet-6258	32	5	as	as	SCONJ
cet-6258	32	6	follows	follow	VERB
cet-6258	32	7	.	.	PUNCT
cet-6258	33	1	in	in	ADP
cet-6258	33	2	section	section	NOUN
cet-6258	33	3	2	2	NUM
cet-6258	33	4	pca	pca	NOUN
cet-6258	33	5	and	and	CCONJ
cet-6258	33	6	pls	pls	NOUN
cet-6258	33	7	techniques	technique	NOUN
cet-6258	33	8	are	be	AUX
cet-6258	33	9	described	describe	VERB
cet-6258	33	10	.	.	PUNCT
cet-6258	34	1	section	section	NOUN
cet-6258	34	2	3	3	NUM
cet-6258	34	3	presents	present	VERB
cet-6258	34	4	the	the	DET
cet-6258	34	5	methodology	methodology	NOUN
cet-6258	34	6	proposed	propose	VERB
cet-6258	34	7	.	.	PUNCT
cet-6258	35	1	section	section	NOUN
cet-6258	35	2	4	4	NUM
cet-6258	35	3	presents	present	VERB
cet-6258	35	4	the	the	DET
cet-6258	35	5	case	case	NOUN
cet-6258	35	6	of	of	ADP
cet-6258	35	7	application	application	NOUN
cet-6258	35	8	,	,	PUNCT
cet-6258	35	9	and	and	CCONJ
cet-6258	35	10	finally	finally	ADV
cet-6258	35	11	in	in	ADP
cet-6258	35	12	section	section	NOUN
cet-6258	35	13	5	5	NUM
cet-6258	35	14	the	the	DET
cet-6258	35	15	concluding	concluding	NOUN
cet-6258	35	16	remark	remark	NOUN
cet-6258	35	17	are	be	AUX
cet-6258	35	18	discussed	discuss	VERB
cet-6258	35	19	.	.	PUNCT
cet-6258	36	1	2	2	X
cet-6258	36	2	.	.	X
cet-6258	36	3	data	datum	NOUN
cet-6258	36	4	driven	drive	VERB
cet-6258	36	5	methods	method	NOUN
cet-6258	36	6	.	.	PUNCT
cet-6258	37	1	pca	pca	PROPN
cet-6258	37	2	and	and	CCONJ
cet-6258	37	3	pls	pls	INTJ
cet-6258	37	4	.	.	PUNCT
cet-6258	37	5	principal	principal	ADJ
cet-6258	37	6	component	component	NOUN
cet-6258	37	7	analysis	analysis	NOUN
cet-6258	37	8	(	(	PUNCT
cet-6258	37	9	pca	pca	NOUN
cet-6258	37	10	)	)	PUNCT
cet-6258	37	11	is	be	AUX
cet-6258	37	12	one	one	NUM
cet-6258	37	13	of	of	ADP
cet-6258	37	14	the	the	DET
cet-6258	37	15	most	most	ADV
cet-6258	37	16	popular	popular	ADJ
cet-6258	37	17	multivariate	multivariate	NOUN
cet-6258	37	18	statistical	statistical	ADJ
cet-6258	37	19	techniques	technique	NOUN
cet-6258	37	20	.	.	PUNCT
cet-6258	38	1	pca	pca	PROPN
cet-6258	38	2	is	be	AUX
cet-6258	38	3	a	a	DET
cet-6258	38	4	powerful	powerful	ADJ
cet-6258	38	5	tool	tool	NOUN
cet-6258	38	6	which	which	PRON
cet-6258	38	7	can	can	AUX
cet-6258	38	8	be	be	AUX
cet-6258	38	9	used	use	VERB
cet-6258	38	10	in	in	ADP
cet-6258	38	11	fault	fault	NOUN
cet-6258	38	12	detection	detection	NOUN
cet-6258	38	13	and	and	CCONJ
cet-6258	38	14	isolation	isolation	NOUN
cet-6258	38	15	tasks	task	NOUN
cet-6258	38	16	.	.	PUNCT
cet-6258	39	1	this	this	DET
cet-6258	39	2	technique	technique	NOUN
cet-6258	39	3	is	be	AUX
cet-6258	39	4	based	base	VERB
cet-6258	39	5	on	on	ADP
cet-6258	39	6	a	a	DET
cet-6258	39	7	linear	linear	ADJ
cet-6258	39	8	transformation	transformation	NOUN
cet-6258	39	9	that	that	PRON
cet-6258	39	10	produces	produce	VERB
cet-6258	39	11	new	new	ADJ
cet-6258	39	12	uncorrelated	uncorrelated	ADJ
cet-6258	39	13	variables	variable	NOUN
cet-6258	39	14	,	,	PUNCT
cet-6258	39	15	named	name	VERB
cet-6258	39	16	components	component	NOUN
cet-6258	39	17	,	,	PUNCT
cet-6258	39	18	from	from	ADP
cet-6258	39	19	the	the	DET
cet-6258	39	20	original	original	ADJ
cet-6258	39	21	correlated	correlate	VERB
cet-6258	39	22	measured	measure	VERB
cet-6258	39	23	variables	variable	NOUN
cet-6258	39	24	.	.	PUNCT
cet-6258	40	1	this	this	DET
cet-6258	40	2	transformation	transformation	NOUN
cet-6258	40	3	implies	imply	VERB
cet-6258	40	4	a	a	DET
cet-6258	40	5	dimensionality	dimensionality	NOUN
cet-6258	40	6	reduction	reduction	NOUN
cet-6258	40	7	of	of	ADP
cet-6258	40	8	the	the	DET
cet-6258	40	9	original	original	ADJ
cet-6258	40	10	data	datum	NOUN
cet-6258	40	11	so	so	ADV
cet-6258	40	12	,	,	PUNCT
cet-6258	40	13	a	a	DET
cet-6258	40	14	few	few	ADJ
cet-6258	40	15	of	of	ADP
cet-6258	40	16	these	these	DET
cet-6258	40	17	components	component	NOUN
cet-6258	40	18	are	be	AUX
cet-6258	40	19	sufficient	sufficient	ADJ
cet-6258	40	20	to	to	PART
cet-6258	40	21	adequately	adequately	ADV
cet-6258	40	22	represent	represent	VERB
cet-6258	40	23	the	the	DET
cet-6258	40	24	hidden	hide	VERB
cet-6258	40	25	sources	source	NOUN
cet-6258	40	26	of	of	ADP
cet-6258	40	27	variability	variability	NOUN
cet-6258	40	28	in	in	ADP
cet-6258	40	29	the	the	DET
cet-6258	40	30	process	process	NOUN
cet-6258	40	31	(	(	PUNCT
cet-6258	40	32	wold	wold	VERB
cet-6258	40	33	et	et	PROPN
cet-6258	40	34	al	al	PROPN
cet-6258	40	35	.	.	PROPN
cet-6258	40	36	,	,	PUNCT
cet-6258	40	37	1987	1987	NUM
cet-6258	40	38	)	)	PUNCT
cet-6258	40	39	.	.	PUNCT
cet-6258	41	1	mathematically	mathematically	ADV
cet-6258	41	2	,	,	PUNCT
cet-6258	41	3	pca	pca	PROPN
cet-6258	41	4	is	be	AUX
cet-6258	41	5	based	base	VERB
cet-6258	41	6	on	on	ADP
cet-6258	41	7	an	an	DET
cet-6258	41	8	orthogonal	orthogonal	ADJ
cet-6258	41	9	decomposition	decomposition	NOUN
cet-6258	41	10	of	of	ADP
cet-6258	41	11	the	the	DET
cet-6258	41	12	covariance	covariance	NOUN
cet-6258	41	13	matrix	matrix	NOUN
cet-6258	41	14	of	of	ADP
cet-6258	41	15	the	the	DET
cet-6258	41	16	process	process	NOUN
cet-6258	41	17	variables	variable	VERB
cet-6258	41	18	along	along	ADP
cet-6258	41	19	directions	direction	NOUN
cet-6258	41	20	that	that	PRON
cet-6258	41	21	explain	explain	VERB
cet-6258	41	22	the	the	DET
cet-6258	41	23	maximum	maximum	ADJ
cet-6258	41	24	variation	variation	NOUN
cet-6258	41	25	of	of	ADP
cet-6258	41	26	the	the	DET
cet-6258	41	27	data	datum	NOUN
cet-6258	41	28	matrix	matrix	NOUN
cet-6258	41	29	,	,	PUNCT
cet-6258	41	30	x.	x.	NOUN
cet-6258	41	31	the	the	DET
cet-6258	41	32	data	datum	NOUN
cet-6258	41	33	matrix	matrix	NOUN
cet-6258	41	34	,	,	PUNCT
cet-6258	41	35	x	x	PRON
cet-6258	41	36	,	,	PUNCT
cet-6258	41	37	contains	contain	VERB
cet-6258	41	38	information	information	NOUN
cet-6258	41	39	of	of	ADP
cet-6258	41	40	data	datum	NOUN
cet-6258	41	41	obtained	obtain	VERB
cet-6258	41	42	from	from	ADP
cet-6258	41	43	the	the	DET
cet-6258	41	44	equipment	equipment	NOUN
cet-6258	41	45	historical	historical	ADJ
cet-6258	41	46	data	datum	NOUN
cet-6258	41	47	.	.	PUNCT
cet-6258	42	1	the	the	DET
cet-6258	42	2	n	n	NOUN
cet-6258	42	3	rows	row	VERB
cet-6258	42	4	in	in	ADP
cet-6258	42	5	the	the	DET
cet-6258	42	6	matrix	matrix	NOUN
cet-6258	42	7	x	x	PUNCT
cet-6258	42	8	are	be	AUX
cet-6258	42	9	known	know	VERB
cet-6258	42	10	as	as	ADP
cet-6258	42	11	objects	object	NOUN
cet-6258	42	12	and	and	CCONJ
cet-6258	42	13	the	the	DET
cet-6258	42	14	k	k	PROPN
cet-6258	42	15	columns	column	NOUN
cet-6258	42	16	are	be	AUX
cet-6258	42	17	called	call	VERB
cet-6258	42	18	variables	variable	NOUN
cet-6258	42	19	which	which	PRON
cet-6258	42	20	are	be	AUX
cet-6258	42	21	measured	measure	VERB
cet-6258	42	22	for	for	ADP
cet-6258	42	23	each	each	DET
cet-6258	42	24	object	object	NOUN
cet-6258	42	25	.	.	PUNCT
cet-6258	43	1	the	the	DET
cet-6258	43	2	projection	projection	NOUN
cet-6258	43	3	of	of	ADP
cet-6258	43	4	x	x	SYM
cet-6258	43	5	down	down	ADP
cet-6258	43	6	on	on	ADP
cet-6258	43	7	a	a	PRON
cet-6258	43	8	-	-	PUNCT
cet-6258	43	9	dimensional	dimensional	ADJ
cet-6258	43	10	subspace	subspace	NOUN
cet-6258	43	11	by	by	ADP
cet-6258	43	12	means	mean	NOUN
cet-6258	43	13	of	of	ADP
cet-6258	43	14	the	the	DET
cet-6258	43	15	projection	projection	NOUN
cet-6258	43	16	matrix	matrix	NOUN
cet-6258	43	17	,	,	PUNCT
cet-6258	43	18	p	p	X
cet-6258	43	19	’	'	PUNCT
cet-6258	43	20	,	,	PUNCT
cet-6258	43	21	gives	give	VERB
cet-6258	43	22	the	the	DET
cet-6258	43	23	object	object	NOUN
cet-6258	43	24	coordinates	coordinate	NOUN
cet-6258	43	25	in	in	ADP
cet-6258	43	26	the	the	DET
cet-6258	43	27	plane	plane	NOUN
cet-6258	43	28	,	,	PUNCT
cet-6258	43	29	t.	t.	NOUN
cet-6258	43	30	the	the	DET
cet-6258	43	31	columns	column	NOUN
cet-6258	43	32	in	in	ADP
cet-6258	43	33	t	t	PROPN
cet-6258	43	34	,	,	PUNCT
cet-6258	43	35	ta	ta	PROPN
cet-6258	43	36	,	,	PUNCT
cet-6258	43	37	are	be	AUX
cet-6258	43	38	called	call	VERB
cet-6258	43	39	score	score	NOUN
cet-6258	43	40	vectors	vector	NOUN
cet-6258	43	41	and	and	CCONJ
cet-6258	43	42	the	the	DET
cet-6258	43	43	rows	row	NOUN
cet-6258	43	44	in	in	ADP
cet-6258	43	45	p	p	X
cet-6258	43	46	’	'	PUNCT
cet-6258	43	47	,	,	PUNCT
cet-6258	43	48	pa	pa	PROPN
cet-6258	43	49	,	,	PUNCT
cet-6258	43	50	are	be	AUX
cet-6258	43	51	called	call	VERB
cet-6258	43	52	loading	loading	NOUN
cet-6258	43	53	vectors	vector	NOUN
cet-6258	43	54	.	.	PUNCT
cet-6258	44	1	the	the	DET
cet-6258	44	2	pa	pa	PROPN
cet-6258	44	3	and	and	CCONJ
cet-6258	44	4	ta	ta	PROPN
cet-6258	44	5	are	be	AUX
cet-6258	44	6	orthogonal	orthogonal	ADJ
cet-6258	44	7	.	.	PUNCT
cet-6258	45	1	the	the	DET
cet-6258	45	2	deviations	deviation	NOUN
cet-6258	45	3	between	between	ADP
cet-6258	45	4	projections	projection	NOUN
cet-6258	45	5	and	and	CCONJ
cet-6258	45	6	the	the	DET
cet-6258	45	7	original	original	ADJ
cet-6258	45	8	values	value	NOUN
cet-6258	45	9	coordinates	coordinate	NOUN
cet-6258	45	10	are	be	AUX
cet-6258	45	11	the	the	DET
cet-6258	45	12	residuals	residual	NOUN
cet-6258	45	13	,	,	PUNCT
cet-6258	45	14	e.	e.	PROPN
cet-6258	45	15	in	in	ADP
cet-6258	45	16	matrix	matrix	NOUN
cet-6258	45	17	form	form	NOUN
cet-6258	45	18	pca	pca	PROPN
cet-6258	45	19	is	be	AUX
cet-6258	45	20	expressed	express	VERB
cet-6258	45	21	as	as	ADP
cet-6258	45	22	:	:	PUNCT
cet-6258	45	23	etpx	etpx	ADJ
cet-6258	45	24	+	+	NOUN
cet-6258	45	25	=	=	X
cet-6258	45	26	'	'	PUNCT
cet-6258	45	27	(	(	PUNCT
cet-6258	45	28	1	1	X
cet-6258	45	29	)	)	PUNCT
cet-6258	45	30	the	the	DET
cet-6258	45	31	main	main	ADJ
cet-6258	45	32	purpose	purpose	NOUN
cet-6258	45	33	of	of	ADP
cet-6258	45	34	pca	pca	NOUN
cet-6258	45	35	is	be	AUX
cet-6258	45	36	to	to	PART
cet-6258	45	37	find	find	VERB
cet-6258	45	38	factors	factor	NOUN
cet-6258	45	39	that	that	PRON
cet-6258	45	40	have	have	VERB
cet-6258	45	41	a	a	DET
cet-6258	45	42	much	much	ADV
cet-6258	45	43	lower	low	ADJ
cet-6258	45	44	dimension	dimension	NOUN
cet-6258	45	45	than	than	ADP
cet-6258	45	46	the	the	DET
cet-6258	45	47	original	original	ADJ
cet-6258	45	48	data	datum	NOUN
cet-6258	45	49	set	set	VERB
cet-6258	45	50	which	which	PRON
cet-6258	45	51	can	can	AUX
cet-6258	45	52	properly	properly	ADV
cet-6258	45	53	describe	describe	VERB
cet-6258	45	54	the	the	DET
cet-6258	45	55	major	major	ADJ
cet-6258	45	56	trends	trend	NOUN
cet-6258	45	57	in	in	ADP
cet-6258	45	58	the	the	DET
cet-6258	45	59	original	original	ADJ
cet-6258	45	60	data	datum	NOUN
cet-6258	45	61	set	set	VERB
cet-6258	45	62	.	.	PUNCT
cet-6258	46	1	pca	pca	PROPN
cet-6258	46	2	can	can	AUX
cet-6258	46	3	be	be	AUX
cet-6258	46	4	extended	extend	VERB
cet-6258	46	5	when	when	SCONJ
cet-6258	46	6	it	it	PRON
cet-6258	46	7	is	be	AUX
cet-6258	46	8	desirable	desirable	ADJ
cet-6258	46	9	to	to	PART
cet-6258	46	10	include	include	VERB
cet-6258	46	11	all	all	DET
cet-6258	46	12	data	datum	NOUN
cet-6258	46	13	available	available	ADJ
cet-6258	46	14	in	in	ADP
cet-6258	46	15	the	the	DET
cet-6258	46	16	monitoring	monitoring	NOUN
cet-6258	46	17	procedure	procedure	NOUN
cet-6258	46	18	and	and	CCONJ
cet-6258	46	19	to	to	PART
cet-6258	46	20	use	use	VERB
cet-6258	46	21	the	the	DET
cet-6258	46	22	historical	historical	ADJ
cet-6258	46	23	data	datum	NOUN
cet-6258	46	24	,	,	PUNCT
cet-6258	46	25	x	x	X
cet-6258	46	26	,	,	PUNCT
cet-6258	46	27	to	to	PART
cet-6258	46	28	predict	predict	VERB
cet-6258	46	29	and	and	CCONJ
cet-6258	46	30	to	to	PART
cet-6258	46	31	detect	detect	VERB
cet-6258	46	32	changes	change	NOUN
cet-6258	46	33	in	in	ADP
cet-6258	46	34	the	the	DET
cet-6258	46	35	output	output	NOUN
cet-6258	46	36	variables	variable	NOUN
cet-6258	46	37	y.	y.	PROPN
cet-6258	46	38	this	this	DET
cet-6258	46	39	extension	extension	NOUN
cet-6258	46	40	is	be	AUX
cet-6258	46	41	known	know	VERB
cet-6258	46	42	as	as	ADP
cet-6258	46	43	partial	partial	ADJ
cet-6258	46	44	least	least	ADV
cet-6258	46	45	squared	squared	ADJ
cet-6258	46	46	(	(	PUNCT
cet-6258	46	47	pls	pls	INTJ
cet-6258	46	48	)	)	PUNCT
cet-6258	46	49	.	.	PUNCT
cet-6258	47	1	the	the	DET
cet-6258	47	2	pls	pls	PROPN
cet-6258	47	3	model	model	NOUN
cet-6258	47	4	is	be	AUX
cet-6258	47	5	used	use	VERB
cet-6258	47	6	to	to	PART
cet-6258	47	7	obtain	obtain	VERB
cet-6258	47	8	the	the	DET
cet-6258	47	9	relationship	relationship	NOUN
cet-6258	47	10	between	between	ADP
cet-6258	47	11	the	the	DET
cet-6258	47	12	matrix	matrix	NOUN
cet-6258	47	13	data	datum	NOUN
cet-6258	47	14	,	,	PUNCT
cet-6258	47	15	x	x	PRON
cet-6258	47	16	,	,	PUNCT
cet-6258	47	17	and	and	CCONJ
cet-6258	47	18	the	the	DET
cet-6258	47	19	variables	variable	NOUN
cet-6258	47	20	,	,	PUNCT
cet-6258	47	21	y	y	NOUN
cet-6258	47	22	,	,	PUNCT
cet-6258	47	23	reducing	reduce	VERB
cet-6258	47	24	their	their	PRON
cet-6258	47	25	dimension	dimension	NOUN
cet-6258	47	26	simultaneously	simultaneously	ADV
cet-6258	47	27	.	.	PUNCT
cet-6258	48	1	pls	pls	PROPN
cet-6258	48	2	model	model	NOUN
cet-6258	48	3	is	be	AUX
cet-6258	48	4	built	build	VERB
cet-6258	48	5	on	on	ADP
cet-6258	48	6	the	the	DET
cet-6258	48	7	properties	property	NOUN
cet-6258	48	8	of	of	ADP
cet-6258	48	9	the	the	DET
cet-6258	48	10	nipals	nipal	NOUN
cet-6258	48	11	algorithm	algorithm	NOUN
cet-6258	48	12	(	(	PUNCT
cet-6258	48	13	geladi	geladi	NOUN
cet-6258	48	14	and	and	CCONJ
cet-6258	48	15	kowalsky	kowalsky	NOUN
cet-6258	48	16	,	,	PUNCT
cet-6258	48	17	1986	1986	NUM
cet-6258	48	18	)	)	PUNCT
cet-6258	48	19	.	.	PUNCT
cet-6258	49	1	as	as	SCONJ
cet-6258	49	2	shown	show	VERB
cet-6258	49	3	in	in	ADP
cet-6258	49	4	equation	equation	NOUN
cet-6258	49	5	1	1	NUM
cet-6258	49	6	,	,	PUNCT
cet-6258	49	7	the	the	DET
cet-6258	49	8	data	datum	NOUN
cet-6258	49	9	matrix	matrix	NOUN
cet-6258	49	10	,	,	PUNCT
cet-6258	49	11	x	x	PRON
cet-6258	49	12	,	,	PUNCT
cet-6258	49	13	can	can	AUX
cet-6258	49	14	be	be	AUX
cet-6258	49	15	represented	represent	VERB
cet-6258	49	16	by	by	ADP
cet-6258	49	17	the	the	DET
cet-6258	49	18	score	score	NOUN
cet-6258	49	19	matrix	matrix	NOUN
cet-6258	49	20	,	,	PUNCT
cet-6258	49	21	p.	p.	NOUN
cet-6258	49	22	pls	pls	PROPN
cet-6258	49	23	model	model	NOUN
cet-6258	49	24	consists	consist	VERB
cet-6258	49	25	of	of	ADP
cet-6258	49	26	the	the	DET
cet-6258	49	27	regression	regression	NOUN
cet-6258	49	28	between	between	ADP
cet-6258	49	29	the	the	DET
cet-6258	49	30	scores	score	NOUN
cet-6258	49	31	for	for	ADP
cet-6258	49	32	the	the	DET
cet-6258	49	33	x	x	X
cet-6258	49	34	and	and	CCONJ
cet-6258	49	35	y.	y.	NOUN
cet-6258	49	36	as	as	ADP
cet-6258	49	37	relation	relation	NOUN
cet-6258	49	38	for	for	ADP
cet-6258	49	39	block	block	NOUN
cet-6258	49	40	x	x	VERB
cet-6258	49	41	is	be	AUX
cet-6258	49	42	obtained	obtain	VERB
cet-6258	49	43	as	as	SCONJ
cet-6258	49	44	shown	show	VERB
cet-6258	49	45	in	in	ADP
cet-6258	49	46	the	the	DET
cet-6258	49	47	equation	equation	NOUN
cet-6258	49	48	1	1	NUM
cet-6258	49	49	,	,	PUNCT
cet-6258	49	50	only	only	ADV
cet-6258	49	51	the	the	DET
cet-6258	49	52	relationship	relationship	NOUN
cet-6258	49	53	for	for	ADP
cet-6258	49	54	block	block	NOUN
cet-6258	49	55	y	y	PROPN
cet-6258	49	56	would	would	AUX
cet-6258	49	57	be	be	AUX
cet-6258	49	58	considered	consider	VERB
cet-6258	49	59	,	,	PUNCT
cet-6258	49	60	as	as	SCONJ
cet-6258	49	61	given	give	VERB
cet-6258	49	62	by	by	ADP
cet-6258	49	63	:	:	PUNCT
cet-6258	49	64	fucy	fucy	PROPN
cet-6258	49	65	+	+	NOUN
cet-6258	49	66	=	=	X
cet-6258	49	67	''	''	PUNCT
cet-6258	49	68	(	(	PUNCT
cet-6258	49	69	2	2	X
cet-6258	49	70	)	)	PUNCT
cet-6258	49	71	where	where	SCONJ
cet-6258	49	72	u	u	NOUN
cet-6258	49	73	is	be	AUX
cet-6258	49	74	the	the	DET
cet-6258	49	75	scores	score	NOUN
cet-6258	49	76	matrix	matrix	NOUN
cet-6258	49	77	of	of	ADP
cet-6258	49	78	y	y	PROPN
cet-6258	49	79	,	,	PUNCT
cet-6258	49	80	c	c	PROPN
cet-6258	49	81	is	be	AUX
cet-6258	49	82	the	the	DET
cet-6258	49	83	loading	loading	NOUN
cet-6258	49	84	matrix	matrix	NOUN
cet-6258	49	85	of	of	ADP
cet-6258	49	86	summarizes	summarize	NOUN
cet-6258	49	87	y	y	PROPN
cet-6258	49	88	,	,	PUNCT
cet-6258	49	89	and	and	CCONJ
cet-6258	49	90	f	f	PROPN
cet-6258	49	91	is	be	AUX
cet-6258	49	92	the	the	DET
cet-6258	49	93	residual	residual	ADJ
cet-6258	49	94	matrix	matrix	NOUN
cet-6258	49	95	.	.	PUNCT
cet-6258	50	1	the	the	DET
cet-6258	50	2	scores	score	NOUN
cet-6258	50	3	matrix	matrix	NOUN
cet-6258	50	4	of	of	ADP
cet-6258	50	5	y	y	PROPN
cet-6258	50	6	,	,	PUNCT
cet-6258	50	7	u	u	PROPN
cet-6258	50	8	,	,	PUNCT
cet-6258	50	9	has	have	VERB
cet-6258	50	10	an	an	DET
cet-6258	50	11	internal	internal	ADJ
cet-6258	50	12	relationship	relationship	NOUN
cet-6258	50	13	with	with	ADP
cet-6258	50	14	the	the	DET
cet-6258	50	15	score	score	NOUN
cet-6258	50	16	matrix	matrix	NOUN
cet-6258	50	17	of	of	ADP
cet-6258	50	18	x	x	PROPN
cet-6258	50	19	,	,	PUNCT
cet-6258	50	20	t	t	PROPN
cet-6258	50	21	,	,	PUNCT
cet-6258	50	22	which	which	PRON
cet-6258	50	23	can	can	AUX
cet-6258	50	24	be	be	AUX
cet-6258	50	25	represented	represent	VERB
cet-6258	50	26	as	as	ADP
cet-6258	50	27	:	:	PUNCT
cet-6258	50	28	rtbu	rtbu	ADJ
cet-6258	50	29	+	+	PROPN
cet-6258	50	30	=	=	X
cet-6258	50	31	(	(	PUNCT
cet-6258	50	32	3	3	NUM
cet-6258	50	33	)	)	PUNCT
cet-6258	50	34	where	where	SCONJ
cet-6258	50	35	b	b	NOUN
cet-6258	50	36	is	be	AUX
cet-6258	50	37	the	the	DET
cet-6258	50	38	matrix	matrix	NOUN
cet-6258	50	39	of	of	ADP
cet-6258	50	40	regression	regression	NOUN
cet-6258	50	41	coefficients	coefficient	NOUN
cet-6258	50	42	and	and	CCONJ
cet-6258	50	43	r	r	NOUN
cet-6258	50	44	is	be	AUX
cet-6258	50	45	the	the	DET
cet-6258	50	46	residual	residual	ADJ
cet-6258	50	47	matrix	matrix	NOUN
cet-6258	50	48	.	.	PUNCT
cet-6258	51	1	therefore	therefore	ADV
cet-6258	51	2	the	the	DET
cet-6258	51	3	pls	pls	PROPN
cet-6258	51	4	model	model	NOUN
cet-6258	51	5	can	can	AUX
cet-6258	51	6	be	be	AUX
cet-6258	51	7	calculated	calculate	VERB
cet-6258	51	8	using	use	VERB
cet-6258	51	9	the	the	DET
cet-6258	51	10	following	follow	VERB
cet-6258	51	11	expression	expression	NOUN
cet-6258	51	12	:	:	PUNCT
cet-6258	51	13	gtcy	gtcy	NOUN
cet-6258	51	14	+	+	NOUN
cet-6258	51	15	=	=	X
cet-6258	51	16	'	'	PUNCT
cet-6258	51	17	(	(	PUNCT
cet-6258	51	18	4	4	X
cet-6258	51	19	)	)	PUNCT
cet-6258	51	20	being	be	AUX
cet-6258	51	21	g	g	ADP
cet-6258	51	22	the	the	DET
cet-6258	51	23	total	total	ADJ
cet-6258	51	24	residual	residual	ADJ
cet-6258	51	25	matrix	matrix	NOUN
cet-6258	51	26	.	.	PUNCT
cet-6258	52	1	302	302	NUM
cet-6258	52	2	in	in	ADP
cet-6258	52	3	some	some	DET
cet-6258	52	4	cases	case	NOUN
cet-6258	52	5	pca	pca	PROPN
cet-6258	52	6	and	and	CCONJ
cet-6258	52	7	pls	pls	INTJ
cet-6258	52	8	are	be	AUX
cet-6258	52	9	used	use	VERB
cet-6258	52	10	together	together	ADV
cet-6258	52	11	in	in	ADP
cet-6258	52	12	multivariate	multivariate	NOUN
cet-6258	52	13	statistical	statistical	ADJ
cet-6258	52	14	process	process	NOUN
cet-6258	52	15	control	control	NOUN
cet-6258	52	16	(	(	PUNCT
cet-6258	52	17	spcmultivariate	spcmultivariate	NOUN
cet-6258	52	18	)	)	PUNCT
cet-6258	52	19	(	(	PUNCT
cet-6258	52	20	macgregor	macgregor	PROPN
cet-6258	52	21	and	and	CCONJ
cet-6258	52	22	kourti	kourti	PROPN
cet-6258	52	23	,	,	PUNCT
cet-6258	52	24	1995	1995	NUM
cet-6258	52	25	)	)	PUNCT
cet-6258	52	26	.	.	PUNCT
cet-6258	53	1	the	the	DET
cet-6258	53	2	methodology	methodology	NOUN
cet-6258	53	3	is	be	AUX
cet-6258	53	4	structured	structure	VERB
cet-6258	53	5	in	in	ADP
cet-6258	53	6	several	several	ADJ
cet-6258	53	7	steps	step	NOUN
cet-6258	53	8	.	.	PUNCT
cet-6258	54	1	in	in	ADP
cet-6258	54	2	the	the	DET
cet-6258	54	3	first	first	ADJ
cet-6258	54	4	step	step	NOUN
cet-6258	54	5	an	an	DET
cet-6258	54	6	“	"	PUNCT
cet-6258	54	7	in	in	ADP
cet-6258	54	8	-	-	PUNCT
cet-6258	54	9	control	control	NOUN
cet-6258	54	10	”	"	PUNCT
cet-6258	54	11	model	model	NOUN
cet-6258	54	12	based	base	VERB
cet-6258	54	13	on	on	ADP
cet-6258	54	14	the	the	DET
cet-6258	54	15	historical	historical	ADJ
cet-6258	54	16	data	datum	NOUN
cet-6258	54	17	during	during	ADP
cet-6258	54	18	the	the	DET
cet-6258	54	19	normal	normal	ADJ
cet-6258	54	20	operation	operation	NOUN
cet-6258	54	21	is	be	AUX
cet-6258	54	22	established	establish	VERB
cet-6258	54	23	.	.	PUNCT
cet-6258	55	1	the	the	DET
cet-6258	55	2	second	second	ADJ
cet-6258	55	3	step	step	NOUN
cet-6258	55	4	performs	perform	VERB
cet-6258	55	5	the	the	DET
cet-6258	55	6	projection	projection	NOUN
cet-6258	55	7	of	of	ADP
cet-6258	55	8	new	new	ADJ
cet-6258	55	9	observations	observation	NOUN
cet-6258	55	10	onto	onto	ADP
cet-6258	55	11	the	the	DET
cet-6258	55	12	plan	plan	NOUN
cet-6258	55	13	defined	define	VERB
cet-6258	55	14	by	by	ADP
cet-6258	55	15	loadings	loading	NOUN
cet-6258	55	16	,	,	PUNCT
cet-6258	55	17	the	the	DET
cet-6258	55	18	score	score	NOUN
cet-6258	55	19	and	and	CCONJ
cet-6258	55	20	the	the	DET
cet-6258	55	21	residuals	residual	NOUN
cet-6258	55	22	are	be	AUX
cet-6258	55	23	obtained	obtain	VERB
cet-6258	55	24	.	.	PUNCT
cet-6258	56	1	finally	finally	ADV
cet-6258	56	2	,	,	PUNCT
cet-6258	56	3	the	the	DET
cet-6258	56	4	control	control	NOUN
cet-6258	56	5	chart	chart	NOUN
cet-6258	56	6	is	be	AUX
cet-6258	56	7	plotted	plot	VERB
cet-6258	56	8	for	for	ADP
cet-6258	56	9	all	all	DET
cet-6258	56	10	principal	principal	ADJ
cet-6258	56	11	components	component	NOUN
cet-6258	56	12	.	.	PUNCT
cet-6258	57	1	multivariate	multivariate	NOUN
cet-6258	57	2	control	control	NOUN
cet-6258	57	3	charts	chart	NOUN
cet-6258	57	4	using	use	VERB
cet-6258	57	5	hottelling´s	hottelling´	NOUN
cet-6258	57	6	t2	t2	NOUN
cet-6258	57	7	can	can	AUX
cet-6258	57	8	be	be	AUX
cet-6258	57	9	plotted	plot	VERB
cet-6258	57	10	based	base	VERB
cet-6258	57	11	on	on	ADP
cet-6258	57	12	each	each	DET
cet-6258	57	13	principal	principal	ADJ
cet-6258	57	14	component	component	NOUN
cet-6258	57	15	.	.	PUNCT
cet-6258	58	1	=	=	PUNCT
cet-6258	59	1	=	=	PUNCT
cet-6258	59	2	a	a	PRON
cet-6258	60	1	i	i	PRON
cet-6258	60	2	t	t	X
cet-6258	61	1	i	i	PRON
cet-6258	62	1	a	a	PRON
cet-6258	63	1	i	i	NOUN
cet-6258	63	2	s	s	PROPN
cet-6258	63	3	t	t	PROPN
cet-6258	63	4	t	t	NOUN
cet-6258	63	5	1	1	NUM
cet-6258	63	6	2	2	NUM
cet-6258	63	7	2	2	NUM
cet-6258	63	8	2	2	NUM
cet-6258	63	9	(	(	PUNCT
cet-6258	63	10	5	5	NUM
cet-6258	63	11	)	)	PUNCT
cet-6258	63	12	where	where	SCONJ
cet-6258	63	13	,	,	PUNCT
cet-6258	63	14	2	2	NUM
cet-6258	63	15	it	it	PRON
cet-6258	63	16	s	s	VERB
cet-6258	63	17	is	be	AUX
cet-6258	63	18	the	the	DET
cet-6258	63	19	estimated	estimate	VERB
cet-6258	63	20	variance	variance	NOUN
cet-6258	63	21	of	of	ADP
cet-6258	63	22	it	it	PRON
cet-6258	63	23	and	and	CCONJ
cet-6258	63	24	a	a	PRON
cet-6258	63	25	is	be	AUX
cet-6258	63	26	total	total	ADJ
cet-6258	63	27	principal	principal	ADJ
cet-6258	63	28	components	component	NOUN
cet-6258	63	29	(	(	PUNCT
cet-6258	63	30	pc	pc	NOUN
cet-6258	63	31	)	)	PUNCT
cet-6258	63	32	.	.	PUNCT
cet-6258	64	1	therefore	therefore	ADV
cet-6258	64	2	t2	t2	PROPN
cet-6258	64	3	based	base	VERB
cet-6258	64	4	on	on	ADP
cet-6258	64	5	the	the	DET
cet-6258	64	6	pca	pca	NOUN
cet-6258	64	7	provides	provide	VERB
cet-6258	64	8	a	a	DET
cet-6258	64	9	test	test	NOUN
cet-6258	64	10	for	for	ADP
cet-6258	64	11	deviations	deviation	NOUN
cet-6258	64	12	in	in	ADP
cet-6258	64	13	the	the	DET
cet-6258	64	14	variables	variable	NOUN
cet-6258	64	15	x	x	PUNCT
cet-6258	64	16	that	that	PRON
cet-6258	64	17	are	be	AUX
cet-6258	64	18	of	of	ADP
cet-6258	64	19	greatest	great	ADJ
cet-6258	64	20	importance	importance	NOUN
cet-6258	64	21	to	to	ADP
cet-6258	64	22	the	the	DET
cet-6258	64	23	variance	variance	NOUN
cet-6258	64	24	of	of	ADP
cet-6258	64	25	y.	y.	NOUN
cet-6258	64	26	the	the	DET
cet-6258	64	27	squared	square	VERB
cet-6258	64	28	prediction	prediction	NOUN
cet-6258	64	29	error	error	NOUN
cet-6258	64	30	(	(	PUNCT
cet-6258	64	31	spey	spey	NOUN
cet-6258	64	32	)	)	PUNCT
cet-6258	64	33	of	of	ADP
cet-6258	64	34	the	the	DET
cet-6258	64	35	residuals	residual	NOUN
cet-6258	64	36	is	be	AUX
cet-6258	64	37	also	also	ADV
cet-6258	64	38	used	use	VERB
cet-6258	64	39	in	in	ADP
cet-6258	64	40	the	the	DET
cet-6258	64	41	monitoring	monitoring	NOUN
cet-6258	64	42	process	process	NOUN
cet-6258	64	43	,	,	PUNCT
cet-6258	64	44	as	as	SCONJ
cet-6258	64	45	t2	t2	NOUN
cet-6258	64	46	monitoring	monitor	VERB
cet-6258	64	47	only	only	ADV
cet-6258	64	48	detects	detect	VERB
cet-6258	64	49	the	the	DET
cet-6258	64	50	variation	variation	NOUN
cet-6258	64	51	in	in	ADP
cet-6258	64	52	the	the	DET
cet-6258	64	53	variables	variable	NOUN
cet-6258	64	54	y	y	PROPN
cet-6258	64	55	of	of	ADP
cet-6258	64	56	the	the	DET
cet-6258	64	57	pc´s	pc´s	PROPN
cet-6258	64	58	explained	explain	VERB
cet-6258	64	59	by	by	ADP
cet-6258	64	60	the	the	DET
cet-6258	64	61	common	common	ADJ
cet-6258	64	62	cause	cause	NOUN
cet-6258	65	1	but	but	CCONJ
cet-6258	65	2	no	no	INTJ
cet-6258	65	3	if	if	SCONJ
cet-6258	65	4	a	a	DET
cet-6258	65	5	new	new	ADJ
cet-6258	65	6	type	type	NOUN
cet-6258	65	7	of	of	ADP
cet-6258	65	8	special	special	ADJ
cet-6258	65	9	event	event	NOUN
cet-6258	65	10	,	,	PUNCT
cet-6258	65	11	not	not	PART
cet-6258	65	12	presented	present	VERB
cet-6258	65	13	in	in	ADP
cet-6258	65	14	the	the	DET
cet-6258	65	15	reference	reference	NOUN
cet-6258	65	16	data	datum	NOUN
cet-6258	65	17	used	use	VERB
cet-6258	65	18	to	to	PART
cet-6258	65	19	develop	develop	VERB
cet-6258	65	20	the	the	DET
cet-6258	65	21	pca	pca	NOUN
cet-6258	65	22	in	in	ADP
cet-6258	65	23	-	-	PUNCT
cet-6258	65	24	control	control	NOUN
cet-6258	65	25	model	model	NOUN
cet-6258	65	26	occurs	occur	VERB
cet-6258	65	27	.	.	PUNCT
cet-6258	66	1	the	the	DET
cet-6258	66	2	expression	expression	NOUN
cet-6258	66	3	of	of	ADP
cet-6258	66	4	spey	spey	NOUN
cet-6258	66	5	is	be	AUX
cet-6258	66	6	the	the	DET
cet-6258	66	7	following	follow	VERB
cet-6258	66	8	one	one	NUM
cet-6258	66	9	:	:	PUNCT
cet-6258	66	10	−	−	PROPN
cet-6258	67	1	=	=	SYM
cet-6258	68	1	=	=	SYM
cet-6258	69	1	n	n	PROPN
cet-6258	70	1	i	i	PRON
cet-6258	70	2	y	y	PROPN
cet-6258	70	3	inewinewspe	inewinewspe	NOUN
cet-6258	70	4	yy	yy	PROPN
cet-6258	70	5	1	1	NUM
cet-6258	70	6	2)ˆ	2)ˆ	NUM
cet-6258	70	7	(	(	PUNCT
cet-6258	70	8	,	,	PUNCT
cet-6258	70	9	,	,	PUNCT
cet-6258	70	10	(	(	PUNCT
cet-6258	70	11	6	6	NUM
cet-6258	70	12	)	)	PUNCT
cet-6258	70	13	where	where	SCONJ
cet-6258	70	14	inewy	inewy	NOUN
cet-6258	70	15	,	,	PUNCT
cet-6258	70	16	ˆ	ˆ	PROPN
cet-6258	70	17	is	be	AUX
cet-6258	70	18	computed	compute	VERB
cet-6258	70	19	from	from	ADP
cet-6258	70	20	the	the	DET
cet-6258	70	21	reference	reference	NOUN
cet-6258	70	22	pls	pls	NOUN
cet-6258	70	23	and	and	CCONJ
cet-6258	70	24	pca	pca	NOUN
cet-6258	70	25	model	model	NOUN
cet-6258	70	26	and	and	CCONJ
cet-6258	70	27	n	n	NOUN
cet-6258	70	28	is	be	AUX
cet-6258	70	29	the	the	DET
cet-6258	70	30	number	number	NOUN
cet-6258	70	31	of	of	ADP
cet-6258	70	32	observations	observation	NOUN
cet-6258	70	33	.	.	PUNCT
cet-6258	71	1	based	base	VERB
cet-6258	71	2	on	on	ADP
cet-6258	71	3	the	the	DET
cet-6258	71	4	spe	spe	NOUN
cet-6258	71	5	,	,	PUNCT
cet-6258	71	6	the	the	DET
cet-6258	71	7	absolute	absolute	ADJ
cet-6258	71	8	distance	distance	NOUN
cet-6258	71	9	to	to	ADP
cet-6258	71	10	model	model	NOUN
cet-6258	71	11	is	be	AUX
cet-6258	71	12	defined	define	VERB
cet-6258	71	13	(	(	PUNCT
cet-6258	71	14	dmody	dmody	PROPN
cet-6258	71	15	)	)	PUNCT
cet-6258	71	16	as	as	ADP
cet-6258	71	17	:	:	PUNCT
cet-6258	71	18	1−−	1−−	NUM
cet-6258	71	19	=	=	SYM
cet-6258	71	20	ak	ak	PROPN
cet-6258	71	21	spe	spe	X
cet-6258	71	22	dmody	dmody	PROPN
cet-6258	71	23	y	y	PROPN
cet-6258	71	24	(	(	PUNCT
cet-6258	71	25	7	7	NUM
cet-6258	71	26	)	)	PUNCT
cet-6258	71	27	where	where	SCONJ
cet-6258	71	28	k	k	PROPN
cet-6258	71	29	is	be	AUX
cet-6258	71	30	the	the	DET
cet-6258	71	31	number	number	NOUN
cet-6258	71	32	of	of	ADP
cet-6258	71	33	variables	variable	NOUN
cet-6258	71	34	.	.	PUNCT
cet-6258	72	1	3	3	X
cet-6258	72	2	.	.	X
cet-6258	72	3	methodology	methodology	NOUN
cet-6258	72	4	approach	approach	VERB
cet-6258	72	5	the	the	DET
cet-6258	72	6	objective	objective	NOUN
cet-6258	72	7	of	of	ADP
cet-6258	72	8	this	this	DET
cet-6258	72	9	paper	paper	NOUN
cet-6258	72	10	is	be	AUX
cet-6258	72	11	focused	focus	VERB
cet-6258	72	12	on	on	ADP
cet-6258	72	13	development	development	NOUN
cet-6258	72	14	of	of	ADP
cet-6258	72	15	a	a	DET
cet-6258	72	16	methodology	methodology	NOUN
cet-6258	72	17	to	to	PART
cet-6258	72	18	detect	detect	VERB
cet-6258	72	19	abnormal	abnormal	ADJ
cet-6258	72	20	behavior	behavior	NOUN
cet-6258	72	21	of	of	ADP
cet-6258	72	22	the	the	DET
cet-6258	72	23	equipment	equipment	NOUN
cet-6258	72	24	.	.	PUNCT
cet-6258	73	1	figure	figure	NOUN
cet-6258	73	2	1	1	NUM
cet-6258	73	3	shows	show	VERB
cet-6258	73	4	the	the	DET
cet-6258	73	5	framework	framework	NOUN
cet-6258	73	6	methodology	methodology	NOUN
cet-6258	73	7	used	use	VERB
cet-6258	73	8	in	in	ADP
cet-6258	73	9	this	this	DET
cet-6258	73	10	paper	paper	NOUN
cet-6258	73	11	.	.	PUNCT
cet-6258	74	1	the	the	DET
cet-6258	74	2	first	first	ADJ
cet-6258	74	3	stage	stage	NOUN
cet-6258	74	4	of	of	ADP
cet-6258	74	5	the	the	DET
cet-6258	74	6	methodology	methodology	NOUN
cet-6258	74	7	is	be	AUX
cet-6258	74	8	the	the	DET
cet-6258	74	9	data	data	NOUN
cet-6258	74	10	collection	collection	NOUN
cet-6258	74	11	.	.	PUNCT
cet-6258	75	1	the	the	DET
cet-6258	75	2	data	datum	NOUN
cet-6258	75	3	used	use	VERB
cet-6258	75	4	in	in	ADP
cet-6258	75	5	this	this	DET
cet-6258	75	6	paper	paper	NOUN
cet-6258	75	7	are	be	AUX
cet-6258	75	8	collected	collect	VERB
cet-6258	75	9	from	from	ADP
cet-6258	75	10	the	the	DET
cet-6258	75	11	supervisory	supervisory	ADJ
cet-6258	75	12	control	control	NOUN
cet-6258	75	13	and	and	CCONJ
cet-6258	75	14	data	datum	NOUN
cet-6258	75	15	acquisition	acquisition	NOUN
cet-6258	75	16	(	(	PUNCT
cet-6258	75	17	scada	scada	PROPN
cet-6258	75	18	)	)	PUNCT
cet-6258	75	19	.	.	PUNCT
cet-6258	76	1	figure	figure	VERB
cet-6258	76	2	1	1	NUM
cet-6258	76	3	:	:	PUNCT
cet-6258	76	4	framework	framework	NOUN
cet-6258	76	5	methodology	methodology	NOUN
cet-6258	76	6	based	base	VERB
cet-6258	76	7	on	on	ADP
cet-6258	76	8	the	the	DET
cet-6258	76	9	equipment	equipment	NOUN
cet-6258	76	10	data	datum	NOUN
cet-6258	76	11	collected	collect	VERB
cet-6258	76	12	,	,	PUNCT
cet-6258	76	13	it	it	PRON
cet-6258	76	14	is	be	AUX
cet-6258	76	15	possible	possible	ADJ
cet-6258	76	16	to	to	PART
cet-6258	76	17	obtain	obtain	VERB
cet-6258	76	18	a	a	DET
cet-6258	76	19	model	model	NOUN
cet-6258	76	20	of	of	ADP
cet-6258	76	21	the	the	DET
cet-6258	76	22	equipment	equipment	NOUN
cet-6258	76	23	normal	normal	ADJ
cet-6258	76	24	behaviour	behaviour	NOUN
cet-6258	76	25	using	use	VERB
cet-6258	76	26	pca	pca	PROPN
cet-6258	76	27	and	and	CCONJ
cet-6258	76	28	pls	pls	INTJ
cet-6258	76	29	.	.	PROPN
cet-6258	76	30	303	303	NUM
cet-6258	76	31	sometimes	sometimes	ADV
cet-6258	76	32	,	,	PUNCT
cet-6258	76	33	the	the	DET
cet-6258	76	34	data	datum	NOUN
cet-6258	76	35	collected	collect	VERB
cet-6258	76	36	from	from	ADP
cet-6258	76	37	scada	scada	PROPN
cet-6258	76	38	contain	contain	NOUN
cet-6258	76	39	noise	noise	NOUN
cet-6258	76	40	due	due	ADP
cet-6258	76	41	to	to	ADP
cet-6258	76	42	sensor	sensor	VERB
cet-6258	76	43	errors	error	NOUN
cet-6258	76	44	and	and	CCONJ
cet-6258	76	45	malfunctions	malfunction	NOUN
cet-6258	76	46	,	,	PUNCT
cet-6258	76	47	for	for	ADP
cet-6258	76	48	this	this	DET
cet-6258	76	49	reason	reason	NOUN
cet-6258	76	50	once	once	SCONJ
cet-6258	76	51	the	the	DET
cet-6258	76	52	prediction	prediction	NOUN
cet-6258	76	53	model	model	NOUN
cet-6258	76	54	of	of	ADP
cet-6258	76	55	each	each	DET
cet-6258	76	56	data	datum	NOUN
cet-6258	76	57	driven	drive	VERB
cet-6258	76	58	is	be	AUX
cet-6258	76	59	built	build	VERB
cet-6258	76	60	,	,	PUNCT
cet-6258	76	61	it	it	PRON
cet-6258	76	62	is	be	AUX
cet-6258	76	63	necessary	necessary	ADJ
cet-6258	76	64	to	to	PART
cet-6258	76	65	make	make	VERB
cet-6258	76	66	a	a	DET
cet-6258	76	67	data	data	NOUN
cet-6258	76	68	filtering	filter	VERB
cet-6258	76	69	and	and	CCONJ
cet-6258	76	70	remove	remove	VERB
cet-6258	76	71	the	the	DET
cet-6258	76	72	outliers	outlier	NOUN
cet-6258	76	73	and	and	CCONJ
cet-6258	76	74	the	the	DET
cet-6258	76	75	influential	influential	ADJ
cet-6258	76	76	data	datum	NOUN
cet-6258	76	77	.	.	PUNCT
cet-6258	77	1	the	the	DET
cet-6258	77	2	predictive	predictive	ADJ
cet-6258	77	3	performance	performance	NOUN
cet-6258	77	4	of	of	ADP
cet-6258	77	5	the	the	DET
cet-6258	77	6	models	model	NOUN
cet-6258	77	7	is	be	AUX
cet-6258	77	8	measured	measure	VERB
cet-6258	77	9	by	by	ADP
cet-6258	77	10	further	further	ADJ
cet-6258	77	11	examination	examination	NOUN
cet-6258	77	12	of	of	ADP
cet-6258	77	13	the	the	DET
cet-6258	77	14	residual	residual	ADJ
cet-6258	77	15	.	.	PUNCT
cet-6258	78	1	this	this	DET
cet-6258	78	2	quantitative	quantitative	ADJ
cet-6258	78	3	examination	examination	NOUN
cet-6258	78	4	was	be	AUX
cet-6258	78	5	initially	initially	ADV
cet-6258	78	6	conducted	conduct	VERB
cet-6258	78	7	using	use	VERB
cet-6258	78	8	the	the	DET
cet-6258	78	9	mean	mean	ADJ
cet-6258	78	10	absolute	absolute	ADJ
cet-6258	78	11	percentage	percentage	NOUN
cet-6258	78	12	error	error	NOUN
cet-6258	78	13	(	(	PUNCT
cet-6258	78	14	mape	mape	NOUN
cet-6258	78	15	)	)	PUNCT
cet-6258	78	16	.	.	PUNCT
cet-6258	79	1	mape	mape	NOUN
cet-6258	79	2	is	be	AUX
cet-6258	79	3	obtained	obtain	VERB
cet-6258	79	4	from	from	ADP
cet-6258	79	5	the	the	DET
cet-6258	79	6	following	follow	VERB
cet-6258	79	7	expression	expression	NOUN
cet-6258	79	8	:	:	PUNCT
cet-6258	79	9	100	100	NUM
cet-6258	79	10	)	)	PUNCT
cet-6258	79	11	ˆ	ˆ	X
cet-6258	79	12	(	(	PUNCT
cet-6258	79	13	1	1	NUM
cet-6258	79	14	⋅	⋅	PROPN
cet-6258	79	15	−	−	PROPN
cet-6258	79	16	=	=	SYM
cet-6258	79	17	=	=	SYM
cet-6258	79	18	n	n	CCONJ
cet-6258	79	19	y	y	PROPN
cet-6258	79	20	yy	yy	PROPN
cet-6258	79	21	mape	mape	PROPN
cet-6258	80	1	n	n	INTJ
cet-6258	81	1	i	i	PRON
cet-6258	81	2	t	t	PROPN
cet-6258	81	3	tt	tt	PROPN
cet-6258	81	4	(	(	PUNCT
cet-6258	81	5	8)	8)	NUM
cet-6258	81	6	where	where	SCONJ
cet-6258	81	7	,	,	PUNCT
cet-6258	81	8	ty	ty	INTJ
cet-6258	81	9	is	be	AUX
cet-6258	81	10	the	the	DET
cet-6258	81	11	actual	actual	ADJ
cet-6258	81	12	value	value	NOUN
cet-6258	81	13	,	,	PUNCT
cet-6258	81	14	tŷ	tŷ	PROPN
cet-6258	81	15	is	be	AUX
cet-6258	81	16	the	the	DET
cet-6258	81	17	fitted	fit	VERB
cet-6258	81	18	value	value	NOUN
cet-6258	81	19	and	and	CCONJ
cet-6258	81	20	n	n	DET
cet-6258	81	21	the	the	DET
cet-6258	81	22	number	number	NOUN
cet-6258	81	23	of	of	ADP
cet-6258	81	24	observations	observation	NOUN
cet-6258	81	25	.	.	PUNCT
cet-6258	82	1	finally	finally	ADV
cet-6258	82	2	,	,	PUNCT
cet-6258	82	3	the	the	DET
cet-6258	82	4	evolution	evolution	NOUN
cet-6258	82	5	of	of	ADP
cet-6258	82	6	real	real	ADJ
cet-6258	82	7	and	and	CCONJ
cet-6258	82	8	predicted	predict	VERB
cet-6258	82	9	data	datum	NOUN
cet-6258	82	10	obtained	obtain	VERB
cet-6258	82	11	from	from	ADP
cet-6258	82	12	the	the	DET
cet-6258	82	13	models	model	NOUN
cet-6258	82	14	developed	develop	VERB
cet-6258	82	15	in	in	ADP
cet-6258	82	16	step	step	NOUN
cet-6258	82	17	2	2	NUM
cet-6258	82	18	,	,	PUNCT
cet-6258	82	19	will	will	AUX
cet-6258	82	20	be	be	AUX
cet-6258	82	21	revised	revise	VERB
cet-6258	82	22	in	in	ADP
cet-6258	82	23	order	order	NOUN
cet-6258	82	24	to	to	PART
cet-6258	82	25	detect	detect	VERB
cet-6258	82	26	the	the	DET
cet-6258	82	27	abnormal	abnormal	ADJ
cet-6258	82	28	behavior	behavior	NOUN
cet-6258	82	29	and	and	CCONJ
cet-6258	82	30	to	to	PART
cet-6258	82	31	perform	perform	VERB
cet-6258	82	32	the	the	DET
cet-6258	82	33	condition	condition	NOUN
cet-6258	82	34	monitoring	monitoring	NOUN
cet-6258	82	35	of	of	ADP
cet-6258	82	36	the	the	DET
cet-6258	82	37	equipment	equipment	NOUN
cet-6258	82	38	.	.	PUNCT
cet-6258	83	1	the	the	DET
cet-6258	83	2	monitoring	monitoring	NOUN
cet-6258	83	3	approach	approach	NOUN
cet-6258	83	4	uses	use	VERB
cet-6258	83	5	the	the	DET
cet-6258	83	6	predicted	predict	VERB
cet-6258	83	7	output	output	NOUN
cet-6258	83	8	to	to	PART
cet-6258	83	9	generate	generate	VERB
cet-6258	83	10	an	an	DET
cet-6258	83	11	alarm	alarm	NOUN
cet-6258	83	12	signal	signal	NOUN
cet-6258	83	13	when	when	SCONJ
cet-6258	83	14	the	the	DET
cet-6258	83	15	equipment	equipment	NOUN
cet-6258	83	16	behavior	behavior	NOUN
cet-6258	83	17	is	be	AUX
cet-6258	83	18	abnormal	abnormal	ADJ
cet-6258	83	19	.	.	PUNCT
cet-6258	84	1	4	4	X
cet-6258	84	2	.	.	X
cet-6258	84	3	application	application	NOUN
cet-6258	84	4	case	case	NOUN
cet-6258	84	5	the	the	DET
cet-6258	84	6	application	application	NOUN
cet-6258	84	7	case	case	NOUN
cet-6258	84	8	is	be	AUX
cet-6258	84	9	focused	focus	VERB
cet-6258	84	10	on	on	ADP
cet-6258	84	11	obtaining	obtain	VERB
cet-6258	84	12	a	a	DET
cet-6258	84	13	model	model	NOUN
cet-6258	84	14	characterizing	characterize	VERB
cet-6258	84	15	the	the	DET
cet-6258	84	16	normal	normal	ADJ
cet-6258	84	17	behaviour	behaviour	NOUN
cet-6258	84	18	of	of	ADP
cet-6258	84	19	an	an	DET
cet-6258	84	20	asynchronous	asynchronous	ADJ
cet-6258	84	21	generator	generator	NOUN
cet-6258	84	22	to	to	PART
cet-6258	84	23	detect	detect	VERB
cet-6258	84	24	deviations	deviation	NOUN
cet-6258	84	25	or	or	CCONJ
cet-6258	84	26	malfunctions	malfunction	NOUN
cet-6258	84	27	.	.	PUNCT
cet-6258	85	1	in	in	ADP
cet-6258	85	2	order	order	NOUN
cet-6258	85	3	to	to	PART
cet-6258	85	4	obtain	obtain	VERB
cet-6258	85	5	this	this	DET
cet-6258	85	6	model	model	NOUN
cet-6258	85	7	,	,	PUNCT
cet-6258	85	8	hourly	hourly	ADV
cet-6258	85	9	measured	measure	VERB
cet-6258	85	10	variables	variable	NOUN
cet-6258	85	11	from	from	ADP
cet-6258	85	12	scada	scada	PROPN
cet-6258	85	13	system	system	NOUN
cet-6258	85	14	are	be	AUX
cet-6258	85	15	collected	collect	VERB
cet-6258	85	16	by	by	ADP
cet-6258	85	17	sensors	sensor	NOUN
cet-6258	85	18	and	and	CCONJ
cet-6258	85	19	saved	save	VERB
cet-6258	85	20	on	on	ADP
cet-6258	85	21	historical	historical	ADJ
cet-6258	85	22	data	datum	NOUN
cet-6258	85	23	files	file	NOUN
cet-6258	85	24	.	.	PUNCT
cet-6258	86	1	the	the	DET
cet-6258	86	2	data	datum	NOUN
cet-6258	86	3	used	use	VERB
cet-6258	86	4	to	to	PART
cet-6258	86	5	predict	predict	VERB
cet-6258	86	6	the	the	DET
cet-6258	86	7	abnormal	abnormal	ADJ
cet-6258	86	8	state	state	NOUN
cet-6258	86	9	of	of	ADP
cet-6258	86	10	an	an	DET
cet-6258	86	11	asynchronous	asynchronous	ADJ
cet-6258	86	12	generator	generator	NOUN
cet-6258	86	13	has	have	AUX
cet-6258	86	14	been	be	AUX
cet-6258	86	15	collected	collect	VERB
cet-6258	86	16	from	from	ADP
cet-6258	86	17	the	the	DET
cet-6258	86	18	historical	historical	ADJ
cet-6258	86	19	information	information	NOUN
cet-6258	86	20	available	available	ADJ
cet-6258	86	21	.	.	PUNCT
cet-6258	87	1	the	the	DET
cet-6258	87	2	historical	historical	ADJ
cet-6258	87	3	data	datum	NOUN
cet-6258	87	4	stored	store	VERB
cet-6258	87	5	which	which	PRON
cet-6258	87	6	allow	allow	VERB
cet-6258	87	7	generator	generator	NOUN
cet-6258	87	8	behaviour	behaviour	NOUN
cet-6258	87	9	monitoring	monitoring	NOUN
cet-6258	87	10	are	be	AUX
cet-6258	87	11	the	the	DET
cet-6258	87	12	following	follow	VERB
cet-6258	87	13	:	:	PUNCT
cet-6258	87	14	rotor	rotor	NOUN
cet-6258	87	15	speed	speed	NOUN
cet-6258	87	16	(	(	PUNCT
cet-6258	87	17	rs	rs	NOUN
cet-6258	87	18	)	)	PUNCT
cet-6258	87	19	gearbox	gearbox	NOUN
cet-6258	87	20	temperature	temperature	NOUN
cet-6258	87	21	(	(	PUNCT
cet-6258	87	22	gt	gt	PROPN
cet-6258	87	23	)	)	PUNCT
cet-6258	87	24	generator	generator	NOUN
cet-6258	87	25	power	power	NOUN
cet-6258	87	26	(	(	PUNCT
cet-6258	87	27	gp	gp	NOUN
cet-6258	87	28	)	)	PUNCT
cet-6258	87	29	difference	difference	NOUN
cet-6258	87	30	between	between	ADP
cet-6258	87	31	bearings	bearing	NOUN
cet-6258	87	32	temperature	temperature	NOUN
cet-6258	87	33	of	of	ADP
cet-6258	87	34	generator	generator	NOUN
cet-6258	87	35	and	and	CCONJ
cet-6258	87	36	ambient	ambient	NOUN
cet-6258	87	37	(	(	PUNCT
cet-6258	87	38	dt1	dt1	PROPN
cet-6258	87	39	)	)	PUNCT
cet-6258	87	40	difference	difference	NOUN
cet-6258	87	41	between	between	ADP
cet-6258	87	42	rings	ring	NOUN
cet-6258	87	43	temperature	temperature	NOUN
cet-6258	87	44	of	of	ADP
cet-6258	87	45	generator	generator	NOUN
cet-6258	87	46	and	and	CCONJ
cet-6258	87	47	nacelle	nacelle	NOUN
cet-6258	87	48	(	(	PUNCT
cet-6258	87	49	dt2	dt2	PROPN
cet-6258	87	50	)	)	PUNCT
cet-6258	87	51	these	these	DET
cet-6258	87	52	data	datum	NOUN
cet-6258	87	53	have	have	AUX
cet-6258	87	54	been	be	AUX
cet-6258	87	55	used	use	VERB
cet-6258	87	56	to	to	PART
cet-6258	87	57	establish	establish	VERB
cet-6258	87	58	a	a	DET
cet-6258	87	59	relation	relation	NOUN
cet-6258	87	60	between	between	ADP
cet-6258	87	61	the	the	DET
cet-6258	87	62	measured	measured	ADJ
cet-6258	87	63	operation	operation	NOUN
cet-6258	87	64	variables	variable	NOUN
cet-6258	87	65	and	and	CCONJ
cet-6258	87	66	the	the	DET
cet-6258	87	67	normal	normal	ADJ
cet-6258	87	68	function	function	NOUN
cet-6258	87	69	of	of	ADP
cet-6258	87	70	generator	generator	NOUN
cet-6258	87	71	in	in	ADP
cet-6258	87	72	order	order	NOUN
cet-6258	87	73	to	to	PART
cet-6258	87	74	predict	predict	VERB
cet-6258	87	75	an	an	DET
cet-6258	87	76	abnormal	abnormal	ADJ
cet-6258	87	77	behaviour	behaviour	NOUN
cet-6258	87	78	.	.	PUNCT
cet-6258	88	1	data	datum	NOUN
cet-6258	88	2	from	from	ADP
cet-6258	88	3	historical	historical	ADJ
cet-6258	88	4	information	information	NOUN
cet-6258	88	5	of	of	ADP
cet-6258	88	6	period	period	NOUN
cet-6258	88	7	from	from	ADP
cet-6258	88	8	2008	2008	NUM
cet-6258	88	9	to	to	ADP
cet-6258	88	10	2010	2010	NUM
cet-6258	88	11	have	have	AUX
cet-6258	88	12	been	be	AUX
cet-6258	88	13	used	use	VERB
cet-6258	88	14	.	.	PUNCT
cet-6258	89	1	table	table	NOUN
cet-6258	89	2	1	1	NUM
cet-6258	89	3	shows	show	VERB
cet-6258	89	4	the	the	DET
cet-6258	89	5	input	input	NOUN
cet-6258	89	6	and	and	CCONJ
cet-6258	89	7	output	output	NOUN
cet-6258	89	8	variables	variable	NOUN
cet-6258	89	9	used	use	VERB
cet-6258	89	10	to	to	PART
cet-6258	89	11	build	build	VERB
cet-6258	89	12	the	the	DET
cet-6258	89	13	three	three	NUM
cet-6258	89	14	models	model	NOUN
cet-6258	89	15	considered	consider	VERB
cet-6258	89	16	.	.	PUNCT
cet-6258	90	1	mape	mape	NOUN
cet-6258	90	2	has	have	AUX
cet-6258	90	3	been	be	AUX
cet-6258	90	4	used	use	VERB
cet-6258	90	5	to	to	PART
cet-6258	90	6	evaluate	evaluate	VERB
cet-6258	90	7	the	the	DET
cet-6258	90	8	goodness	goodness	NOUN
cet-6258	90	9	of	of	ADP
cet-6258	90	10	prediction	prediction	NOUN
cet-6258	90	11	model	model	NOUN
cet-6258	90	12	fit	fit	PROPN
cet-6258	90	13	.	.	PUNCT
cet-6258	90	14	table	table	NOUN
cet-6258	90	15	1	1	NUM
cet-6258	90	16	:	:	PUNCT
cet-6258	90	17	selected	select	VERB
cet-6258	90	18	normal	normal	ADJ
cet-6258	90	19	models	model	NOUN
cet-6258	90	20	model	model	NOUN
cet-6258	90	21	input	input	NOUN
cet-6258	90	22	1	1	NUM
cet-6258	90	23	input	input	NOUN
cet-6258	90	24	2	2	NUM
cet-6258	90	25	input	input	NOUN
cet-6258	90	26	3	3	NUM
cet-6258	90	27	output	output	NOUN
cet-6258	90	28	mape	mape	NOUN
cet-6258	90	29	(	(	PUNCT
cet-6258	90	30	%	%	NOUN
cet-6258	90	31	)	)	PUNCT
cet-6258	90	32	1	1	NUM
cet-6258	90	33	gp	gp	NOUN
cet-6258	90	34	rs	rs	NOUN
cet-6258	90	35	dt1	dt1	PROPN
cet-6258	90	36	14,84	14,84	NUM
cet-6258	90	37	2	2	NUM
cet-6258	90	38	gp	gp	NOUN
cet-6258	90	39	rs	rs	NOUN
cet-6258	90	40	gt	gt	PROPN
cet-6258	90	41	dt1	dt1	PROPN
cet-6258	90	42	14,78	14,78	PROPN
cet-6258	90	43	3	3	NUM
cet-6258	90	44	gp	gp	NOUN
cet-6258	90	45	rs	rs	PROPN
cet-6258	90	46	dt2	dt2	PROPN
cet-6258	90	47	17,84	17,84	NUM
cet-6258	90	48	figure	figure	NOUN
cet-6258	90	49	2	2	NUM
cet-6258	90	50	:	:	PUNCT
cet-6258	90	51	t2	t2	NOUN
cet-6258	90	52	chart	chart	NOUN
cet-6258	90	53	for	for	ADP
cet-6258	90	54	monitoring	monitoring	NOUN
cet-6258	90	55	of	of	ADP
cet-6258	90	56	model	model	NOUN
cet-6258	90	57	1”in	1”in	NUM
cet-6258	90	58	-	-	PUNCT
cet-6258	90	59	control	control	NOUN
cet-6258	90	60	”	"	PUNCT
cet-6258	90	61	304	304	NUM
cet-6258	90	62	usually	usually	ADV
cet-6258	90	63	,	,	PUNCT
cet-6258	90	64	one	one	NUM
cet-6258	90	65	model	model	NOUN
cet-6258	90	66	is	be	AUX
cet-6258	90	67	better	well	ADJ
cet-6258	90	68	than	than	ADP
cet-6258	90	69	another	another	PRON
cet-6258	90	70	when	when	SCONJ
cet-6258	90	71	its	its	PRON
cet-6258	90	72	value	value	NOUN
cet-6258	90	73	of	of	ADP
cet-6258	90	74	mape	mape	NOUN
cet-6258	90	75	is	be	AUX
cet-6258	90	76	lower	low	ADJ
cet-6258	90	77	but	but	CCONJ
cet-6258	90	78	as	as	SCONJ
cet-6258	90	79	shown	show	VERB
cet-6258	90	80	in	in	ADP
cet-6258	90	81	table	table	NOUN
cet-6258	90	82	1	1	NUM
cet-6258	90	83	,	,	PUNCT
cet-6258	90	84	model	model	NOUN
cet-6258	90	85	1	1	NUM
cet-6258	90	86	and	and	CCONJ
cet-6258	90	87	2	2	NUM
cet-6258	90	88	have	have	VERB
cet-6258	90	89	a	a	DET
cet-6258	90	90	similar	similar	ADJ
cet-6258	90	91	mape	mape	NOUN
cet-6258	90	92	.	.	PUNCT
cet-6258	91	1	due	due	ADP
cet-6258	91	2	to	to	ADP
cet-6258	91	3	this	this	DET
cet-6258	91	4	fact	fact	NOUN
cet-6258	91	5	we	we	PRON
cet-6258	91	6	could	could	AUX
cet-6258	91	7	both	both	PRON
cet-6258	91	8	,	,	PUNCT
cet-6258	91	9	model	model	NOUN
cet-6258	91	10	1	1	NUM
cet-6258	91	11	or	or	CCONJ
cet-6258	91	12	2	2	NUM
cet-6258	91	13	,	,	PUNCT
cet-6258	91	14	and	and	CCONJ
cet-6258	91	15	the	the	DET
cet-6258	91	16	prediction	prediction	NOUN
cet-6258	91	17	errors	error	NOUN
cet-6258	91	18	will	will	AUX
cet-6258	91	19	be	be	AUX
cet-6258	91	20	insignificant	insignificant	ADJ
cet-6258	91	21	,	,	PUNCT
cet-6258	91	22	so	so	ADV
cet-6258	91	23	in	in	ADP
cet-6258	91	24	this	this	DET
cet-6258	91	25	case	case	NOUN
cet-6258	91	26	the	the	DET
cet-6258	91	27	simplest	simple	ADJ
cet-6258	91	28	model	model	NOUN
cet-6258	91	29	,	,	PUNCT
cet-6258	91	30	model	model	NOUN
cet-6258	91	31	1	1	NUM
cet-6258	91	32	,	,	PUNCT
cet-6258	91	33	has	have	AUX
cet-6258	91	34	been	be	AUX
cet-6258	91	35	used	use	VERB
cet-6258	91	36	.	.	PUNCT
cet-6258	92	1	most	most	ADJ
cet-6258	92	2	of	of	ADP
cet-6258	92	3	the	the	DET
cet-6258	92	4	data	data	NOUN
cet-6258	92	5	information	information	NOUN
cet-6258	92	6	is	be	AUX
cet-6258	92	7	explained	explain	VERB
cet-6258	92	8	by	by	ADP
cet-6258	92	9	the	the	DET
cet-6258	92	10	first	first	ADJ
cet-6258	92	11	principal	principal	ADJ
cet-6258	92	12	component	component	NOUN
cet-6258	92	13	(	(	PUNCT
cet-6258	92	14	pc1	pc1	PROPN
cet-6258	92	15	)	)	PUNCT
cet-6258	92	16	.	.	PUNCT
cet-6258	93	1	based	base	VERB
cet-6258	93	2	on	on	ADP
cet-6258	93	3	the	the	DET
cet-6258	93	4	pc1	pc1	PROPN
cet-6258	93	5	,	,	PUNCT
cet-6258	93	6	figure	figure	NOUN
cet-6258	93	7	2	2	NUM
cet-6258	93	8	shows	show	VERB
cet-6258	93	9	the	the	DET
cet-6258	93	10	t2	t2	NOUN
cet-6258	93	11	associated	associate	VERB
cet-6258	93	12	to	to	ADP
cet-6258	93	13	the	the	DET
cet-6258	93	14	normal	normal	ADJ
cet-6258	93	15	behaviour	behaviour	NOUN
cet-6258	93	16	(	(	PUNCT
cet-6258	93	17	in	in	ADP
cet-6258	93	18	-	-	PUNCT
cet-6258	93	19	control	control	NOUN
cet-6258	93	20	)	)	PUNCT
cet-6258	93	21	of	of	ADP
cet-6258	93	22	the	the	DET
cet-6258	93	23	equipment	equipment	NOUN
cet-6258	93	24	analyzed	analyze	VERB
cet-6258	93	25	.	.	PUNCT
cet-6258	94	1	figure	figure	NOUN
cet-6258	94	2	3	3	NUM
cet-6258	94	3	:	:	PUNCT
cet-6258	94	4	t2	t2	NOUN
cet-6258	94	5	and	and	CCONJ
cet-6258	94	6	dmodx	dmodx	VERB
cet-6258	94	7	chart	chart	NOUN
cet-6258	94	8	for	for	ADP
cet-6258	94	9	monitoring	monitoring	NOUN
cet-6258	94	10	of	of	ADP
cet-6258	94	11	model	model	NOUN
cet-6258	94	12	1”out	1”out	NOUN
cet-6258	94	13	-	-	PUNCT
cet-6258	94	14	ofcontrol	ofcontrol	NOUN
cet-6258	94	15	”	"	PUNCT
cet-6258	94	16	figure	figure	NOUN
cet-6258	94	17	4.a	4.a	NUM
cet-6258	94	18	)	)	PUNCT
cet-6258	95	1	dt1	dt1	PROPN
cet-6258	95	2	observed	observe	VERB
cet-6258	95	3	vs.	vs.	ADP
cet-6258	95	4	dt1	dt1	PROPN
cet-6258	95	5	predicted	predict	VERB
cet-6258	95	6	,	,	PUNCT
cet-6258	95	7	b	b	X
cet-6258	95	8	)	)	PUNCT
cet-6258	95	9	variables	variable	VERB
cet-6258	95	10	contribution	contribution	NOUN
cet-6258	95	11	plot	plot	NOUN
cet-6258	95	12	figure	figure	NOUN
cet-6258	95	13	3	3	NUM
cet-6258	95	14	shows	show	VERB
cet-6258	95	15	the	the	DET
cet-6258	95	16	results	result	NOUN
cet-6258	95	17	obtained	obtain	VERB
cet-6258	95	18	from	from	ADP
cet-6258	95	19	the	the	DET
cet-6258	95	20	monitoring	monitoring	NOUN
cet-6258	95	21	using	use	VERB
cet-6258	95	22	the	the	DET
cet-6258	95	23	model	model	NOUN
cet-6258	95	24	obtained	obtain	VERB
cet-6258	95	25	to	to	ADP
cet-6258	95	26	the	the	DET
cet-6258	95	27	pca	pca	NOUN
cet-6258	95	28	analysis	analysis	NOUN
cet-6258	95	29	,	,	PUNCT
cet-6258	95	30	.	.	PUNCT
cet-6258	96	1	specifically	specifically	ADV
cet-6258	96	2	,	,	PUNCT
cet-6258	96	3	figure	figure	VERB
cet-6258	96	4	3	3	NUM
cet-6258	96	5	represents	represent	VERB
cet-6258	96	6	the	the	DET
cet-6258	96	7	contribution	contribution	NOUN
cet-6258	96	8	of	of	ADP
cet-6258	96	9	the	the	DET
cet-6258	96	10	input	input	NOUN
cet-6258	96	11	variables	variable	NOUN
cet-6258	96	12	to	to	ADP
cet-6258	96	13	the	the	DET
cet-6258	96	14	t2	t2	NOUN
cet-6258	96	15	and	and	CCONJ
cet-6258	96	16	dmodx	dmodx	VERB
cet-6258	96	17	when	when	SCONJ
cet-6258	96	18	a	a	DET
cet-6258	96	19	new	new	ADJ
cet-6258	96	20	contribution	contribution	NOUN
cet-6258	96	21	is	be	AUX
cet-6258	96	22	introduced	introduce	VERB
cet-6258	96	23	.	.	PUNCT
cet-6258	97	1	as	as	SCONJ
cet-6258	97	2	it	it	PRON
cet-6258	97	3	is	be	AUX
cet-6258	97	4	observed	observe	VERB
cet-6258	97	5	in	in	ADP
cet-6258	97	6	figure	figure	NOUN
cet-6258	97	7	3	3	NUM
cet-6258	97	8	the	the	DET
cet-6258	97	9	abnormality	abnormality	NOUN
cet-6258	97	10	can	can	AUX
cet-6258	97	11	be	be	AUX
cet-6258	97	12	clearly	clearly	ADV
cet-6258	97	13	detected	detect	VERB
cet-6258	97	14	as	as	SCONJ
cet-6258	97	15	t2	t2	NOUN
cet-6258	97	16	and	and	CCONJ
cet-6258	97	17	dmodx	dmodx	NOUN
cet-6258	97	18	remain	remain	VERB
cet-6258	97	19	beyond	beyond	ADP
cet-6258	97	20	the	the	DET
cet-6258	97	21	control	control	NOUN
cet-6258	97	22	limit	limit	NOUN
cet-6258	97	23	,	,	PUNCT
cet-6258	97	24	what	what	PRON
cet-6258	97	25	means	mean	VERB
cet-6258	97	26	normal	normal	ADJ
cet-6258	97	27	behavior	behavior	NOUN
cet-6258	97	28	,	,	PUNCT
cet-6258	97	29	until	until	ADP
cet-6258	97	30	the	the	DET
cet-6258	97	31	6350th	6350th	NOUN
cet-6258	97	32	sampling	sample	VERB
cet-6258	97	33	when	when	SCONJ
cet-6258	97	34	an	an	DET
cet-6258	97	35	abnormal	abnormal	ADJ
cet-6258	97	36	situation	situation	NOUN
cet-6258	97	37	occurs	occur	VERB
cet-6258	97	38	.	.	PUNCT
cet-6258	98	1	it	it	PRON
cet-6258	98	2	is	be	AUX
cet-6258	98	3	possible	possible	ADJ
cet-6258	98	4	to	to	PART
cet-6258	98	5	detect	detect	VERB
cet-6258	98	6	and	and	CCONJ
cet-6258	98	7	diagnose	diagnose	VERB
cet-6258	98	8	the	the	DET
cet-6258	98	9	origin	origin	NOUN
cet-6258	98	10	of	of	ADP
cet-6258	98	11	this	this	DET
cet-6258	98	12	behaviour	behaviour	NOUN
cet-6258	98	13	.	.	PUNCT
cet-6258	99	1	in	in	ADP
cet-6258	99	2	this	this	DET
cet-6258	99	3	case	case	NOUN
cet-6258	99	4	,	,	PUNCT
cet-6258	99	5	it	it	PRON
cet-6258	99	6	is	be	AUX
cet-6258	99	7	due	due	ADJ
cet-6258	99	8	to	to	ADP
cet-6258	99	9	an	an	DET
cet-6258	99	10	increase	increase	NOUN
cet-6258	99	11	in	in	ADP
cet-6258	99	12	temperature	temperature	NOUN
cet-6258	99	13	trend	trend	NOUN
cet-6258	99	14	,	,	PUNCT
cet-6258	99	15	which	which	PRON
cet-6258	99	16	could	could	AUX
cet-6258	99	17	indicate	indicate	VERB
cet-6258	99	18	degradation	degradation	NOUN
cet-6258	99	19	of	of	ADP
cet-6258	99	20	the	the	DET
cet-6258	99	21	generator	generator	NOUN
cet-6258	99	22	.	.	PUNCT
cet-6258	100	1	one	one	NUM
cet-6258	100	2	possible	possible	ADJ
cet-6258	100	3	way	way	NOUN
cet-6258	100	4	to	to	PART
cet-6258	100	5	diagnose	diagnose	VERB
cet-6258	100	6	this	this	DET
cet-6258	100	7	behaviour	behaviour	NOUN
cet-6258	100	8	is	be	AUX
cet-6258	100	9	shown	show	VERB
cet-6258	100	10	in	in	ADP
cet-6258	100	11	figure	figure	NOUN
cet-6258	100	12	4	4	NUM
cet-6258	100	13	.	.	PUNCT
cet-6258	100	14	figure	figure	VERB
cet-6258	100	15	4	4	NUM
cet-6258	100	16	a	a	X
cet-6258	100	17	)	)	PUNCT
cet-6258	100	18	shows	show	VERB
cet-6258	100	19	the	the	DET
cet-6258	100	20	representation	representation	NOUN
cet-6258	100	21	of	of	ADP
cet-6258	100	22	dt1	dt1	PROPN
cet-6258	100	23	observed	observe	VERB
cet-6258	100	24	versus	versus	ADP
cet-6258	100	25	predicted	predict	VERB
cet-6258	100	26	,	,	PUNCT
cet-6258	100	27	coloured	colour	VERB
cet-6258	100	28	by	by	ADP
cet-6258	100	29	the	the	DET
cet-6258	100	30	dt1	dt1	PROPN
cet-6258	100	31	observed	observe	VERB
cet-6258	100	32	,	,	PUNCT
cet-6258	100	33	and	and	CCONJ
cet-6258	100	34	b	b	X
cet-6258	100	35	)	)	PUNCT
cet-6258	100	36	shows	show	VERB
cet-6258	100	37	the	the	DET
cet-6258	100	38	variables	variable	NOUN
cet-6258	100	39	contribution	contribution	NOUN
cet-6258	100	40	of	of	ADP
cet-6258	100	41	variables	variable	NOUN
cet-6258	100	42	(	(	PUNCT
cet-6258	100	43	gp	gp	NOUN
cet-6258	100	44	and	and	CCONJ
cet-6258	100	45	rs	rs	ADJ
cet-6258	100	46	)	)	PUNCT
cet-6258	100	47	for	for	ADP
cet-6258	100	48	the	the	DET
cet-6258	100	49	points	point	NOUN
cet-6258	100	50	with	with	ADP
cet-6258	100	51	higher	high	ADJ
cet-6258	100	52	dt1	dt1	PROPN
cet-6258	100	53	observed	observe	VERB
cet-6258	100	54	(	(	PUNCT
cet-6258	100	55	points	point	NOUN
cet-6258	100	56	highlighted	highlight	VERB
cet-6258	100	57	in	in	ADP
cet-6258	100	58	red	red	PROPN
cet-6258	100	59	)	)	PUNCT
cet-6258	100	60	.	.	PUNCT
cet-6258	101	1	as	as	SCONJ
cet-6258	101	2	shown	show	VERB
cet-6258	101	3	in	in	ADP
cet-6258	101	4	this	this	DET
cet-6258	101	5	figure	figure	NOUN
cet-6258	101	6	,	,	PUNCT
cet-6258	101	7	the	the	DET
cet-6258	101	8	observations	observation	NOUN
cet-6258	101	9	with	with	ADP
cet-6258	101	10	an	an	DET
cet-6258	101	11	abnormal	abnormal	ADJ
cet-6258	101	12	behaviour	behaviour	NOUN
cet-6258	101	13	presents	present	VERB
cet-6258	101	14	a	a	DET
cet-6258	101	15	dt1	dt1	PROPN
cet-6258	101	16	observable	observable	ADJ
cet-6258	101	17	higher	high	ADJ
cet-6258	101	18	than	than	SCONJ
cet-6258	101	19	the	the	DET
cet-6258	101	20	dt1	dt1	PROPN
cet-6258	101	21	predicted	predict	VERB
cet-6258	101	22	having	have	VERB
cet-6258	101	23	the	the	DET
cet-6258	101	24	variables	variable	NOUN
cet-6258	101	25	contribution	contribution	NOUN
cet-6258	101	26	,	,	PUNCT
cet-6258	101	27	gp	gp	NOUN
cet-6258	101	28	and	and	CCONJ
cet-6258	101	29	rs	r	NOUN
cet-6258	101	30	,	,	PUNCT
cet-6258	101	31	a	a	DET
cet-6258	101	32	normal	normal	ADJ
cet-6258	101	33	behaviour	behaviour	NOUN
cet-6258	101	34	.	.	PUNCT
cet-6258	102	1	the	the	DET
cet-6258	102	2	points	point	NOUN
cet-6258	102	3	displaced	displace	VERB
cet-6258	102	4	from	from	ADP
cet-6258	102	5	305	305	NUM
cet-6258	102	6	the	the	DET
cet-6258	102	7	cloud	cloud	NOUN
cet-6258	102	8	and	and	CCONJ
cet-6258	102	9	highlighted	highlight	VERB
cet-6258	102	10	in	in	ADP
cet-6258	102	11	red	red	ADJ
cet-6258	102	12	,	,	PUNCT
cet-6258	102	13	in	in	ADP
cet-6258	102	14	figure	figure	NOUN
cet-6258	102	15	4	4	NUM
cet-6258	102	16	a	a	PRON
cet-6258	102	17	)	)	PUNCT
cet-6258	102	18	,	,	PUNCT
cet-6258	102	19	are	be	AUX
cet-6258	102	20	those	those	PRON
cet-6258	102	21	with	with	ADP
cet-6258	102	22	a	a	DET
cet-6258	102	23	greater	great	ADJ
cet-6258	102	24	dt1	dt1	NOUN
cet-6258	102	25	also	also	ADV
cet-6258	102	26	this	this	DET
cet-6258	102	27	points	point	NOUN
cet-6258	102	28	are	be	AUX
cet-6258	102	29	the	the	DET
cet-6258	102	30	same	same	ADJ
cet-6258	102	31	that	that	PRON
cet-6258	102	32	fall	fall	VERB
cet-6258	102	33	outside	outside	ADP
cet-6258	102	34	the	the	DET
cet-6258	102	35	control	control	NOUN
cet-6258	102	36	limits	limit	NOUN
cet-6258	102	37	as	as	SCONJ
cet-6258	102	38	shown	show	VERB
cet-6258	102	39	in	in	ADP
cet-6258	102	40	figure	figure	NOUN
cet-6258	102	41	3	3	NUM
cet-6258	102	42	.	.	NOUN
cet-6258	102	43	5	5	NUM
cet-6258	102	44	.	.	X
cet-6258	102	45	concluding	conclude	VERB
cet-6258	102	46	remarks	remark	VERB
cet-6258	102	47	a	a	DET
cet-6258	102	48	data	data	NOUN
cet-6258	102	49	driven	drive	VERB
cet-6258	102	50	approach	approach	NOUN
cet-6258	102	51	,	,	PUNCT
cet-6258	102	52	based	base	VERB
cet-6258	102	53	on	on	ADP
cet-6258	102	54	pca	pca	PROPN
cet-6258	102	55	and	and	CCONJ
cet-6258	102	56	pls	pls	INTJ
cet-6258	102	57	,	,	PUNCT
cet-6258	102	58	has	have	AUX
cet-6258	102	59	been	be	AUX
cet-6258	102	60	constructed	construct	VERB
cet-6258	102	61	and	and	CCONJ
cet-6258	102	62	applied	apply	VERB
cet-6258	102	63	to	to	PART
cet-6258	102	64	identify	identify	VERB
cet-6258	102	65	and	and	CCONJ
cet-6258	102	66	predict	predict	VERB
cet-6258	102	67	the	the	DET
cet-6258	102	68	status	status	NOUN
cet-6258	102	69	pattern	pattern	NOUN
cet-6258	102	70	of	of	ADP
cet-6258	102	71	an	an	DET
cet-6258	102	72	asynchronous	asynchronous	ADJ
cet-6258	102	73	generator	generator	NOUN
cet-6258	102	74	.	.	PUNCT
cet-6258	103	1	a	a	DET
cet-6258	103	2	prediction	prediction	NOUN
cet-6258	103	3	model	model	NOUN
cet-6258	103	4	was	be	AUX
cet-6258	103	5	built	build	VERB
cet-6258	103	6	using	use	VERB
cet-6258	103	7	operational	operational	ADJ
cet-6258	103	8	historical	historical	ADJ
cet-6258	103	9	data	datum	NOUN
cet-6258	103	10	.	.	PUNCT
cet-6258	104	1	a	a	DET
cet-6258	104	2	component	component	NOUN
cet-6258	104	3	performance	performance	NOUN
cet-6258	104	4	monitoring	monitoring	NOUN
cet-6258	104	5	model	model	NOUN
cet-6258	104	6	was	be	AUX
cet-6258	104	7	developed	develop	VERB
cet-6258	104	8	to	to	PART
cet-6258	104	9	generate	generate	VERB
cet-6258	104	10	alarm	alarm	NOUN
cet-6258	104	11	signals	signal	NOUN
cet-6258	104	12	based	base	VERB
cet-6258	104	13	on	on	ADP
cet-6258	104	14	the	the	DET
cet-6258	104	15	outputs	output	NOUN
cet-6258	104	16	predicted	predict	VERB
cet-6258	104	17	observations	observation	NOUN
cet-6258	104	18	.	.	PUNCT
cet-6258	105	1	using	use	VERB
cet-6258	105	2	the	the	DET
cet-6258	105	3	methodology	methodology	NOUN
cet-6258	105	4	proposed	propose	VERB
cet-6258	105	5	in	in	ADP
cet-6258	105	6	this	this	DET
cet-6258	105	7	work	work	NOUN
cet-6258	105	8	,	,	PUNCT
cet-6258	105	9	an	an	DET
cet-6258	105	10	abnormal	abnormal	ADJ
cet-6258	105	11	pattern	pattern	NOUN
cet-6258	105	12	of	of	ADP
cet-6258	105	13	an	an	DET
cet-6258	105	14	equipment	equipment	NOUN
cet-6258	105	15	can	can	AUX
cet-6258	105	16	be	be	AUX
cet-6258	105	17	detected	detect	VERB
cet-6258	105	18	indicating	indicate	VERB
cet-6258	105	19	a	a	DET
cet-6258	105	20	possible	possible	ADJ
cet-6258	105	21	degradation	degradation	NOUN
cet-6258	105	22	of	of	ADP
cet-6258	105	23	the	the	DET
cet-6258	105	24	equipment	equipment	NOUN
cet-6258	105	25	.	.	PUNCT
cet-6258	106	1	in	in	ADP
cet-6258	106	2	addition	addition	NOUN
cet-6258	106	3	,	,	PUNCT
cet-6258	106	4	these	these	DET
cet-6258	106	5	techniques	technique	NOUN
cet-6258	106	6	can	can	AUX
cet-6258	106	7	be	be	AUX
cet-6258	106	8	used	use	VERB
cet-6258	106	9	to	to	PART
cet-6258	106	10	support	support	VERB
cet-6258	106	11	the	the	DET
cet-6258	106	12	condition	condition	NOUN
cet-6258	106	13	-	-	PUNCT
cet-6258	106	14	based	base	VERB
cet-6258	106	15	maintenance	maintenance	NOUN
cet-6258	106	16	in	in	ADP
cet-6258	106	17	order	order	NOUN
cet-6258	106	18	to	to	PART
cet-6258	106	19	reduce	reduce	VERB
cet-6258	106	20	maintenance	maintenance	NOUN
cet-6258	106	21	costs	cost	NOUN
cet-6258	106	22	and	and	CCONJ
cet-6258	106	23	increase	increase	VERB
cet-6258	106	24	the	the	DET
cet-6258	106	25	availability	availability	NOUN
cet-6258	106	26	of	of	ADP
cet-6258	106	27	the	the	DET
cet-6258	106	28	generator	generator	NOUN
cet-6258	106	29	.	.	PUNCT
cet-6258	107	1	acknowledgments	acknowledgment	NOUN
cet-6258	107	2	authors	author	NOUN
cet-6258	107	3	are	be	AUX
cet-6258	107	4	grateful	grateful	ADJ
cet-6258	107	5	to	to	ADP
cet-6258	107	6	the	the	DET
cet-6258	107	7	project	project	NOUN
cet-6258	107	8	cenit	cenit	NOUN
cet-6258	107	9	-	-	PUNCT
cet-6258	107	10	e	e	NOUN
cet-6258	107	11	ocean	ocean	NOUN
cet-6258	107	12	lider	lider	NOUN
cet-6258	107	13	for	for	ADP
cet-6258	107	14	the	the	DET
cet-6258	107	15	financial	financial	ADJ
cet-6258	107	16	support	support	NOUN
cet-6258	107	17	of	of	ADP
cet-6258	107	18	this	this	DET
cet-6258	107	19	work	work	NOUN
cet-6258	107	20	(	(	PUNCT
cet-6258	107	21	cen20091039	cen20091039	NOUN
cet-6258	107	22	)	)	PUNCT
cet-6258	107	23	.	.	PUNCT
cet-6258	108	1	references	reference	NOUN
cet-6258	108	2	dragomir	dragomir	VERB
cet-6258	108	3	o.	o.	PROPN
cet-6258	108	4	e.	e.	PROPN
cet-6258	108	5	,gouriveau	,gouriveau	PROPN
cet-6258	108	6	r.	r.	PROPN
cet-6258	108	7	,	,	PUNCT
cet-6258	108	8	dragomir	dragomir	PROPN
cet-6258	108	9	f.	f.	PROPN
cet-6258	108	10	,	,	PUNCT
cet-6258	108	11	minca	minca	PROPN
cet-6258	108	12	e.	e.	PROPN
cet-6258	108	13	,	,	PUNCT
cet-6258	108	14	zerhouni	zerhouni	PROPN
cet-6258	108	15	n.	n.	PROPN
cet-6258	108	16	,	,	PUNCT
cet-6258	108	17	2009	2009	NUM
cet-6258	108	18	,	,	PUNCT
cet-6258	108	19	review	review	NOUN
cet-6258	108	20	of	of	ADP
cet-6258	108	21	prognostic	prognostic	ADJ
cet-6258	108	22	problem	problem	NOUN
cet-6258	108	23	in	in	ADP
cet-6258	108	24	condition	condition	NOUN
cet-6258	108	25	-	-	PUNCT
cet-6258	108	26	based	base	VERB
cet-6258	108	27	maintenance	maintenance	NOUN
cet-6258	108	28	,	,	PUNCT
cet-6258	108	29	2009	2009	NUM
cet-6258	108	30	,	,	PUNCT
cet-6258	108	31	european	european	PROPN
cet-6258	108	32	control	control	PROPN
cet-6258	108	33	conference	conference	PROPN
cet-6258	108	34	ecc’09	ecc’09	PROPN
cet-6258	108	35	,	,	PUNCT
cet-6258	108	36	budapest	budapest	PROPN
cet-6258	108	37	,	,	PUNCT
cet-6258	108	38	hungary	hungary	PROPN
cet-6258	108	39	geladi	geladi	PROPN
cet-6258	108	40	p.	p.	PROPN
cet-6258	108	41	,kowalsky	,kowalsky	PUNCT
cet-6258	108	42	b.r	b.r	PROPN
cet-6258	108	43	.	.	PROPN
cet-6258	108	44	,	,	PUNCT
cet-6258	108	45	1986	1986	NUM
cet-6258	108	46	,	,	PUNCT
cet-6258	108	47	analytica	analytica	PROPN
cet-6258	108	48	chimica	chimica	PROPN
cet-6258	108	49	acta	acta	PROPN
cet-6258	108	50	,	,	PUNCT
cet-6258	108	51	185	185	NUM
cet-6258	108	52	,	,	PUNCT
cet-6258	108	53	1	1	NUM
cet-6258	108	54	-	-	SYM
cet-6258	108	55	17	17	NUM
cet-6258	108	56	.	.	PUNCT
cet-6258	109	1	hao	hao	PROPN
cet-6258	109	2	l.	l.	PROPN
cet-6258	109	3	,	,	PUNCT
cet-6258	109	4	jinsong	jinsong	PROPN
cet-6258	109	5	y.	y.	PROPN
cet-6258	109	6	,	,	PUNCT
cet-6258	109	7	ping	ping	PROPN
cet-6258	109	8	z.	z.	PROPN
cet-6258	109	9	,	,	PUNCT
cet-6258	109	10	xingshan	xingshan	PROPN
cet-6258	109	11	l.	l.	PROPN
cet-6258	109	12	,	,	PUNCT
cet-6258	109	13	2009	2009	NUM
cet-6258	109	14	,	,	PUNCT
cet-6258	109	15	a	a	DET
cet-6258	109	16	review	review	NOUN
cet-6258	109	17	on	on	ADP
cet-6258	109	18	fault	fault	NOUN
cet-6258	109	19	prognostics	prognostic	NOUN
cet-6258	109	20	in	in	ADP
cet-6258	109	21	integrated	integrate	VERB
cet-6258	109	22	health	health	NOUN
cet-6258	109	23	management	management	NOUN
cet-6258	109	24	,	,	PUNCT
cet-6258	109	25	the	the	DET
cet-6258	109	26	ninth	ninth	ADJ
cet-6258	109	27	international	international	ADJ
cet-6258	109	28	conference	conference	NOUN
cet-6258	109	29	on	on	ADP
cet-6258	109	30	electronic	electronic	ADJ
cet-6258	109	31	measurement	measurement	NOUN
cet-6258	109	32	&	&	CCONJ
cet-6258	109	33	instruments	instrument	NOUN
cet-6258	109	34	,	,	PUNCT
cet-6258	109	35	icemi’2009	icemi’2009	NOUN
cet-6258	109	36	.	.	PUNCT
cet-6258	110	1	jardine	jardine	PROPN
cet-6258	110	2	a.k.s	a.k.s	PROPN
cet-6258	110	3	,	,	PUNCT
cet-6258	110	4	lin	lin	PROPN
cet-6258	110	5	d.	d.	PROPN
cet-6258	110	6	,	,	PUNCT
cet-6258	110	7	banjevic	banjevic	PROPN
cet-6258	110	8	d.	d.	PROPN
cet-6258	110	9	,	,	PUNCT
cet-6258	110	10	2006	2006	NUM
cet-6258	110	11	,	,	PUNCT
cet-6258	110	12	a	a	DET
cet-6258	110	13	review	review	NOUN
cet-6258	110	14	on	on	ADP
cet-6258	110	15	machinery	machinery	NOUN
cet-6258	110	16	diagnostics	diagnostic	NOUN
cet-6258	110	17	and	and	CCONJ
cet-6258	110	18	prognostics	prognostic	NOUN
cet-6258	110	19	implementing	implement	VERB
cet-6258	110	20	condition	condition	NOUN
cet-6258	110	21	-	-	PUNCT
cet-6258	110	22	based	base	VERB
cet-6258	110	23	maintenance	maintenance	NOUN
cet-6258	110	24	,	,	PUNCT
cet-6258	110	25	mechanical	mechanical	ADJ
cet-6258	110	26	systems	system	NOUN
cet-6258	110	27	and	and	CCONJ
cet-6258	110	28	signal	signal	NOUN
cet-6258	110	29	processing	processing	NOUN
cet-6258	110	30	,	,	PUNCT
cet-6258	110	31	20	20	NUM
cet-6258	110	32	,	,	PUNCT
cet-6258	110	33	1483	1483	NUM
cet-6258	110	34	-	-	SYM
cet-6258	110	35	1510	1510	NUM
cet-6258	110	36	kusiak	kusiak	PROPN
cet-6258	110	37	a.	a.	PROPN
cet-6258	110	38	,	,	PUNCT
cet-6258	110	39	verma	verma	PROPN
cet-6258	110	40	a.	a.	PROPN
cet-6258	110	41	,	,	PUNCT
cet-6258	110	42	2011	2011	NUM
cet-6258	110	43	,	,	PUNCT
cet-6258	110	44	prediction	prediction	NOUN
cet-6258	110	45	of	of	ADP
cet-6258	110	46	status	status	NOUN
cet-6258	110	47	patterns	pattern	NOUN
cet-6258	110	48	of	of	ADP
cet-6258	110	49	wind	wind	NOUN
cet-6258	110	50	turbines	turbine	NOUN
cet-6258	110	51	:	:	PUNCT
cet-6258	110	52	a	a	DET
cet-6258	110	53	data	data	NOUN
cet-6258	110	54	mining	mining	NOUN
cet-6258	110	55	approach	approach	NOUN
cet-6258	110	56	,	,	PUNCT
cet-6258	110	57	journal	journal	NOUN
cet-6258	110	58	of	of	ADP
cet-6258	110	59	solar	solar	ADJ
cet-6258	110	60	energy	energy	NOUN
cet-6258	110	61	engineering	engineering	NOUN
cet-6258	110	62	,	,	PUNCT
cet-6258	110	63	133	133	NUM
cet-6258	110	64	,	,	PUNCT
cet-6258	110	65	110081	110081	NUM
cet-6258	110	66	-	-	SYM
cet-6258	110	67	110090	110090	NUM
cet-6258	110	68	.	.	PUNCT
cet-6258	111	1	lam	lam	PROPN
cet-6258	111	2	h.	h.	PROPN
cet-6258	111	3	,	,	PUNCT
cet-6258	111	4	klemes	klemes	PROPN
cet-6258	111	5	j.	j.	PROPN
cet-6258	111	6	,	,	PUNCT
cet-6258	111	7	friedler	friedler	PROPN
cet-6258	111	8	f.	f.	PROPN
cet-6258	111	9	,	,	PUNCT
cet-6258	111	10	kravanja	kravanja	PROPN
cet-6258	111	11	z.	z.	PROPN
cet-6258	111	12	,	,	PUNCT
cet-6258	111	13	varbanov	varbanov	PROPN
cet-6258	111	14	p.	p.	PROPN
cet-6258	111	15	,	,	PUNCT
cet-6258	111	16	2010	2010	NUM
cet-6258	111	17	,	,	PUNCT
cet-6258	111	18	software	software	NOUN
cet-6258	111	19	tools	tool	NOUN
cet-6258	111	20	overview	overview	NOUN
cet-6258	111	21	:	:	PUNCT
cet-6258	111	22	process	process	NOUN
cet-6258	111	23	integration	integration	NOUN
cet-6258	111	24	,	,	PUNCT
cet-6258	111	25	modelling	modelling	NOUN
cet-6258	111	26	and	and	CCONJ
cet-6258	111	27	optimisation	optimisation	NOUN
cet-6258	111	28	for	for	ADP
cet-6258	111	29	energy	energy	NOUN
cet-6258	111	30	saving	saving	NOUN
cet-6258	111	31	and	and	CCONJ
cet-6258	111	32	pollution	pollution	NOUN
cet-6258	111	33	reduction	reduction	NOUN
cet-6258	111	34	,	,	PUNCT
cet-6258	111	35	chemical	chemical	NOUN
cet-6258	111	36	engineering	engineering	NOUN
cet-6258	111	37	transactions	transaction	NOUN
cet-6258	111	38	,	,	PUNCT
cet-6258	111	39	vol	vol	NOUN
cet-6258	111	40	.	.	PROPN
cet-6258	111	41	21	21	NUM
cet-6258	111	42	,	,	PUNCT
cet-6258	111	43	487	487	NUM
cet-6258	111	44	-	-	SYM
cet-6258	111	45	491	491	NUM
cet-6258	111	46	.	.	PUNCT
cet-6258	112	1	macgregor	macgregor	PROPN
cet-6258	112	2	,	,	PUNCT
cet-6258	112	3	j.f	j.f	PROPN
cet-6258	112	4	.	.	PROPN
cet-6258	112	5	,	,	PUNCT
cet-6258	112	6	kourti	kourti	PROPN
cet-6258	112	7	,	,	PUNCT
cet-6258	112	8	t.	t.	PROPN
cet-6258	112	9	,	,	PUNCT
cet-6258	112	10	1995	1995	NUM
cet-6258	112	11	,	,	PUNCT
cet-6258	112	12	statistical	statistical	ADJ
cet-6258	112	13	process	process	NOUN
cet-6258	112	14	control	control	NOUN
cet-6258	112	15	of	of	ADP
cet-6258	112	16	multivariate	multivariate	NOUN
cet-6258	112	17	processes	process	NOUN
cet-6258	112	18	,	,	PUNCT
cet-6258	112	19	control	control	PROPN
cet-6258	112	20	eng	eng	PROPN
cet-6258	112	21	.	.	PROPN
cet-6258	112	22	practice	practice	PROPN
cet-6258	112	23	,	,	PUNCT
cet-6258	112	24	vol.3	vol.3	PROPN
cet-6258	112	25	,	,	PUNCT
cet-6258	112	26	no.3	no.3	PROPN
cet-6258	112	27	,	,	PUNCT
cet-6258	112	28	403	403	NUM
cet-6258	112	29	-	-	SYM
cet-6258	112	30	411	411	NUM
cet-6258	112	31	.	.	PUNCT
cet-6258	113	1	wold	wold	PROPN
cet-6258	113	2	s.	s.	PROPN
cet-6258	113	3	,	,	PUNCT
cet-6258	113	4	esbensen	esbensen	PROPN
cet-6258	113	5	k.	k.	PROPN
cet-6258	113	6	,	,	PUNCT
cet-6258	113	7	geladi	geladi	PROPN
cet-6258	113	8	p.	p.	PROPN
cet-6258	113	9	,	,	PUNCT
cet-6258	113	10	1987	1987	NUM
cet-6258	113	11	,	,	PUNCT
cet-6258	113	12	principal	principal	ADJ
cet-6258	113	13	components	component	NOUN
cet-6258	113	14	analysis	analysis	NOUN
cet-6258	113	15	,	,	PUNCT
cet-6258	113	16	chemometrics	chemometric	NOUN
cet-6258	113	17	and	and	CCONJ
cet-6258	113	18	intelligent	intelligent	ADJ
cet-6258	113	19	laboratory	laboratory	NOUN
cet-6258	113	20	systems	system	NOUN
cet-6258	113	21	,	,	PUNCT
cet-6258	113	22	vol	vol	NOUN
cet-6258	113	23	.	.	PROPN
cet-6258	113	24	2	2	NUM
cet-6258	113	25	,	,	PUNCT
cet-6258	113	26	37	37	NUM
cet-6258	113	27	-	-	SYM
cet-6258	113	28	52	52	NUM
cet-6258	113	29	.	.	PUNCT
cet-6258	113	30	306	306	NUM