id	sid	tid	token	lemma	pos
cet-11032	1	1	chemical	chemical	NOUN
cet-11032	1	2	engineering	engineering	NOUN
cet-11032	1	3	transactions	transaction	NOUN
cet-11032	1	4	vol	vol	NOUN
cet-11032	1	5	.	.	PROPN
cet-11032	1	6	81	81	NUM
cet-11032	1	7	,	,	PUNCT
cet-11032	1	8	2020	2020	NUM
cet-11032	1	9	a	a	DET
cet-11032	1	10	publication	publication	NOUN
cet-11032	1	11	of	of	ADP
cet-11032	1	12	the	the	DET
cet-11032	1	13	italian	italian	ADJ
cet-11032	1	14	association	association	NOUN
cet-11032	1	15	of	of	ADP
cet-11032	1	16	chemical	chemical	PROPN
cet-11032	1	17	engineering	engineering	NOUN
cet-11032	1	18	online	online	ADV
cet-11032	1	19	at	at	ADP
cet-11032	1	20	www.cetjournal.it	www.cetjournal.it	PROPN
cet-11032	1	21	guest	guest	NOUN
cet-11032	1	22	editors	editor	NOUN
cet-11032	1	23	:	:	PUNCT
cet-11032	1	24	petar	petar	PROPN
cet-11032	1	25	s.	s.	PROPN
cet-11032	1	26	varbanov	varbanov	PROPN
cet-11032	1	27	,	,	PUNCT
cet-11032	1	28	qiuwang	qiuwang	PROPN
cet-11032	1	29	wang	wang	PROPN
cet-11032	1	30	,	,	PUNCT
cet-11032	1	31	min	min	PROPN
cet-11032	1	32	zeng	zeng	PROPN
cet-11032	1	33	,	,	PUNCT
cet-11032	1	34	panos	panos	PROPN
cet-11032	1	35	seferlis	seferlis	PROPN
cet-11032	1	36	,	,	PUNCT
cet-11032	1	37	ting	ting	PROPN
cet-11032	1	38	ma	ma	PROPN
cet-11032	1	39	,	,	PUNCT
cet-11032	1	40	jiří	jiří	NOUN
cet-11032	1	41	j.	j.	PROPN
cet-11032	1	42	klemeš	klemeš	PROPN
cet-11032	1	43	copyright	copyright	PROPN
cet-11032	1	44	©	©	PROPN
cet-11032	1	45	2020	2020	NUM
cet-11032	1	46	,	,	PUNCT
cet-11032	1	47	aidic	aidic	ADJ
cet-11032	1	48	servizi	servizi	PROPN
cet-11032	1	49	s.r.l	s.r.l	PROPN
cet-11032	1	50	.	.	PUNCT
cet-11032	2	1	isbn	isbn	ADJ
cet-11032	2	2	978	978	NUM
cet-11032	2	3	-	-	SYM
cet-11032	2	4	88	88	NUM
cet-11032	2	5	-	-	PUNCT
cet-11032	2	6	95608	95608	NUM
cet-11032	2	7	-	-	PUNCT
cet-11032	2	8	79	79	NUM
cet-11032	2	9	-	-	SYM
cet-11032	2	10	2	2	NUM
cet-11032	2	11	;	;	PUNCT
cet-11032	2	12	issn	issn	PROPN
cet-11032	2	13	2283	2283	NUM
cet-11032	2	14	-	-	SYM
cet-11032	2	15	9216	9216	NUM
cet-11032	2	16	fault	fault	NOUN
cet-11032	2	17	diagnosis	diagnosis	NOUN
cet-11032	2	18	algorithm	algorithm	NOUN
cet-11032	2	19	of	of	ADP
cet-11032	2	20	chemical	chemical	NOUN
cet-11032	2	21	process	process	NOUN
cet-11032	2	22	based	base	VERB
cet-11032	2	23	on	on	ADP
cet-11032	2	24	information	information	NOUN
cet-11032	2	25	entropy	entropy	PROPN
cet-11032	2	26	cheng	cheng	PROPN
cet-11032	2	27	jia	jia	PROPN
cet-11032	2	28	,	,	PUNCT
cet-11032	2	29	xuebing	xuebing	PROPN
cet-11032	2	30	zhua	zhua	PROPN
cet-11032	2	31	,	,	PUNCT
cet-11032	2	32	fangyuan	fangyuan	PROPN
cet-11032	2	33	maa	maa	PROPN
cet-11032	2	34	,	,	PUNCT
cet-11032	2	35	b	b	PROPN
cet-11032	2	36	,	,	PUNCT
cet-11032	2	37	jingde	jingde	NOUN
cet-11032	2	38	wanga	wanga	PROPN
cet-11032	2	39	,	,	PUNCT
cet-11032	2	40	wei	wei	PROPN
cet-11032	2	41	suna	suna	PROPN
cet-11032	2	42	,	,	PUNCT
cet-11032	2	43	*	*	PUNCT
cet-11032	2	44	acollege	acollege	NOUN
cet-11032	2	45	of	of	ADP
cet-11032	2	46	chemical	chemical	ADJ
cet-11032	2	47	engineering	engineering	NOUN
cet-11032	2	48	,	,	PUNCT
cet-11032	2	49	beijing	beijing	PROPN
cet-11032	2	50	university	university	PROPN
cet-11032	2	51	of	of	ADP
cet-11032	2	52	chemical	chemical	PROPN
cet-11032	2	53	technology	technology	NOUN
cet-11032	2	54	,	,	PUNCT
cet-11032	2	55	north	north	NOUN
cet-11032	2	56	third	third	ADJ
cet-11032	2	57	ring	ring	NOUN
cet-11032	2	58	road	road	NOUN
cet-11032	2	59	15	15	NUM
cet-11032	2	60	,	,	PUNCT
cet-11032	2	61	chaoyang	chaoyang	PROPN
cet-11032	2	62	district	district	PROPN
cet-11032	2	63	,	,	PUNCT
cet-11032	2	64	beijing	beijing	PROPN
cet-11032	2	65	,	,	PUNCT
cet-11032	2	66	100029	100029	NUM
cet-11032	2	67	,	,	PUNCT
cet-11032	2	68	china	china	PROPN
cet-11032	2	69	bcenter	bcenter	NOUN
cet-11032	2	70	of	of	ADP
cet-11032	2	71	process	process	NOUN
cet-11032	2	72	monitoring	monitoring	NOUN
cet-11032	2	73	and	and	CCONJ
cet-11032	2	74	data	datum	NOUN
cet-11032	2	75	analysis	analysis	NOUN
cet-11032	2	76	,	,	PUNCT
cet-11032	2	77	wuxi	wuxi	PROPN
cet-11032	2	78	research	research	PROPN
cet-11032	2	79	institute	institute	PROPN
cet-11032	2	80	of	of	ADP
cet-11032	2	81	applied	apply	VERB
cet-11032	2	82	technologies	technology	NOUN
cet-11032	2	83	,	,	PUNCT
cet-11032	2	84	tsinghua	tsinghua	PROPN
cet-11032	2	85	university	university	PROPN
cet-11032	2	86	,	,	PUNCT
cet-11032	2	87	wuxi	wuxi	PROPN
cet-11032	2	88	,	,	PUNCT
cet-11032	2	89	214072	214072	NUM
cet-11032	2	90	,	,	PUNCT
cet-11032	2	91	china	china	PROPN
cet-11032	2	92	sunwei@mail.buct.edu.cn	sunwei@mail.buct.edu.cn	VERB
cet-11032	2	93	in	in	ADP
cet-11032	2	94	modern	modern	ADJ
cet-11032	2	95	chemical	chemical	NOUN
cet-11032	2	96	industries	industry	NOUN
cet-11032	2	97	,	,	PUNCT
cet-11032	2	98	significant	significant	ADJ
cet-11032	2	99	economic	economic	ADJ
cet-11032	2	100	losses	loss	NOUN
cet-11032	2	101	and	and	CCONJ
cet-11032	2	102	unnecessary	unnecessary	ADJ
cet-11032	2	103	energy	energy	NOUN
cet-11032	2	104	consumption	consumption	NOUN
cet-11032	2	105	are	be	AUX
cet-11032	2	106	constantly	constantly	ADV
cet-11032	2	107	resulted	result	VERB
cet-11032	2	108	from	from	ADP
cet-11032	2	109	process	process	NOUN
cet-11032	2	110	failures	failure	NOUN
cet-11032	2	111	.	.	PUNCT
cet-11032	3	1	in	in	ADP
cet-11032	3	2	order	order	NOUN
cet-11032	3	3	to	to	PART
cet-11032	3	4	eliminate	eliminate	VERB
cet-11032	3	5	them	they	PRON
cet-11032	3	6	in	in	ADP
cet-11032	3	7	time	time	NOUN
cet-11032	3	8	,	,	PUNCT
cet-11032	3	9	the	the	DET
cet-11032	3	10	early	early	ADJ
cet-11032	3	11	identification	identification	NOUN
cet-11032	3	12	of	of	ADP
cet-11032	3	13	the	the	DET
cet-11032	3	14	root	root	NOUN
cet-11032	3	15	cause	cause	NOUN
cet-11032	3	16	of	of	ADP
cet-11032	3	17	abnormal	abnormal	ADJ
cet-11032	3	18	process	process	NOUN
cet-11032	3	19	deviation	deviation	NOUN
cet-11032	3	20	is	be	AUX
cet-11032	3	21	crucial	crucial	ADJ
cet-11032	3	22	.	.	PUNCT
cet-11032	4	1	generally	generally	ADV
cet-11032	4	2	,	,	PUNCT
cet-11032	4	3	causal	causal	ADJ
cet-11032	4	4	analysis	analysis	NOUN
cet-11032	4	5	based	base	VERB
cet-11032	4	6	on	on	ADP
cet-11032	4	7	process	process	NOUN
cet-11032	4	8	knowledge	knowledge	NOUN
cet-11032	4	9	plays	play	VERB
cet-11032	4	10	an	an	DET
cet-11032	4	11	important	important	ADJ
cet-11032	4	12	role	role	NOUN
cet-11032	4	13	in	in	ADP
cet-11032	4	14	process	process	NOUN
cet-11032	4	15	fault	fault	NOUN
cet-11032	4	16	isolation	isolation	NOUN
cet-11032	4	17	.	.	PUNCT
cet-11032	5	1	but	but	CCONJ
cet-11032	5	2	with	with	ADP
cet-11032	5	3	the	the	DET
cet-11032	5	4	increasing	increase	VERB
cet-11032	5	5	process	process	NOUN
cet-11032	5	6	complexity	complexity	NOUN
cet-11032	5	7	,	,	PUNCT
cet-11032	5	8	the	the	DET
cet-11032	5	9	root	root	NOUN
cet-11032	5	10	cause	cause	NOUN
cet-11032	5	11	is	be	AUX
cet-11032	5	12	difficult	difficult	ADJ
cet-11032	5	13	to	to	PART
cet-11032	5	14	obtain	obtain	VERB
cet-11032	5	15	using	use	VERB
cet-11032	5	16	knowledge	knowledge	NOUN
cet-11032	5	17	-	-	PUNCT
cet-11032	5	18	based	base	VERB
cet-11032	5	19	method	method	NOUN
cet-11032	5	20	alone	alone	ADV
cet-11032	5	21	.	.	PUNCT
cet-11032	6	1	as	as	ADP
cet-11032	6	2	a	a	DET
cet-11032	6	3	result	result	NOUN
cet-11032	6	4	of	of	ADP
cet-11032	6	5	the	the	DET
cet-11032	6	6	wide	wide	ADJ
cet-11032	6	7	application	application	NOUN
cet-11032	6	8	of	of	ADP
cet-11032	6	9	distributed	distribute	VERB
cet-11032	6	10	control	control	NOUN
cet-11032	6	11	systems	system	NOUN
cet-11032	6	12	,	,	PUNCT
cet-11032	6	13	a	a	DET
cet-11032	6	14	large	large	ADJ
cet-11032	6	15	number	number	NOUN
cet-11032	6	16	of	of	ADP
cet-11032	6	17	process	process	NOUN
cet-11032	6	18	data	datum	NOUN
cet-11032	6	19	have	have	AUX
cet-11032	6	20	been	be	AUX
cet-11032	6	21	collected	collect	VERB
cet-11032	6	22	,	,	PUNCT
cet-11032	6	23	which	which	PRON
cet-11032	6	24	makes	make	VERB
cet-11032	6	25	data	datum	NOUN
cet-11032	6	26	-	-	PUNCT
cet-11032	6	27	driven	drive	VERB
cet-11032	6	28	methods	method	NOUN
cet-11032	6	29	for	for	ADP
cet-11032	6	30	fault	fault	NOUN
cet-11032	6	31	diagnosis	diagnosis	NOUN
cet-11032	6	32	an	an	DET
cet-11032	6	33	active	active	ADJ
cet-11032	6	34	field	field	NOUN
cet-11032	6	35	in	in	ADP
cet-11032	6	36	recent	recent	ADJ
cet-11032	6	37	years	year	NOUN
cet-11032	6	38	.	.	PUNCT
cet-11032	7	1	in	in	ADP
cet-11032	7	2	previous	previous	ADJ
cet-11032	7	3	research	research	NOUN
cet-11032	7	4	,	,	PUNCT
cet-11032	7	5	contribution	contribution	NOUN
cet-11032	7	6	plots	plot	NOUN
cet-11032	7	7	are	be	AUX
cet-11032	7	8	widely	widely	ADV
cet-11032	7	9	used	use	VERB
cet-11032	7	10	in	in	ADP
cet-11032	7	11	practice	practice	NOUN
cet-11032	7	12	to	to	PART
cet-11032	7	13	find	find	VERB
cet-11032	7	14	the	the	DET
cet-11032	7	15	variables	variable	NOUN
cet-11032	7	16	that	that	PRON
cet-11032	7	17	are	be	AUX
cet-11032	7	18	major	major	ADJ
cet-11032	7	19	contributors	contributor	NOUN
cet-11032	7	20	to	to	ADP
cet-11032	7	21	the	the	DET
cet-11032	7	22	fault	fault	NOUN
cet-11032	7	23	.	.	PUNCT
cet-11032	8	1	however	however	ADV
cet-11032	8	2	,	,	PUNCT
cet-11032	8	3	the	the	DET
cet-11032	8	4	propagation	propagation	NOUN
cet-11032	8	5	of	of	ADP
cet-11032	8	6	contribution	contribution	NOUN
cet-11032	8	7	among	among	ADP
cet-11032	8	8	variables	variable	NOUN
cet-11032	8	9	makes	make	VERB
cet-11032	8	10	the	the	DET
cet-11032	8	11	results	result	NOUN
cet-11032	8	12	fluctuate	fluctuate	NOUN
cet-11032	8	13	at	at	ADP
cet-11032	8	14	different	different	ADJ
cet-11032	8	15	sample	sample	NOUN
cet-11032	8	16	points	point	NOUN
cet-11032	8	17	.	.	PUNCT
cet-11032	9	1	in	in	ADP
cet-11032	9	2	this	this	DET
cet-11032	9	3	study	study	NOUN
cet-11032	9	4	,	,	PUNCT
cet-11032	9	5	a	a	DET
cet-11032	9	6	novel	novel	ADJ
cet-11032	9	7	fault	fault	NOUN
cet-11032	9	8	diagnosis	diagnosis	NOUN
cet-11032	9	9	method	method	NOUN
cet-11032	9	10	based	base	VERB
cet-11032	9	11	on	on	ADP
cet-11032	9	12	information	information	NOUN
cet-11032	9	13	entropy	entropy	NOUN
cet-11032	9	14	and	and	CCONJ
cet-11032	9	15	signed	sign	VERB
cet-11032	9	16	directed	direct	VERB
cet-11032	9	17	graph	graph	NOUN
cet-11032	9	18	(	(	PUNCT
cet-11032	9	19	sdg	sdg	NOUN
cet-11032	9	20	)	)	PUNCT
cet-11032	9	21	is	be	AUX
cet-11032	9	22	proposed	propose	VERB
cet-11032	9	23	.	.	PUNCT
cet-11032	10	1	information	information	NOUN
cet-11032	10	2	entropy	entropy	PROPN
cet-11032	10	3	is	be	AUX
cet-11032	10	4	first	first	ADV
cet-11032	10	5	applied	apply	VERB
cet-11032	10	6	to	to	PART
cet-11032	10	7	select	select	VERB
cet-11032	10	8	significant	significant	ADJ
cet-11032	10	9	variables	variable	NOUN
cet-11032	10	10	to	to	ADP
cet-11032	10	11	specific	specific	ADJ
cet-11032	10	12	faults	fault	NOUN
cet-11032	10	13	according	accord	VERB
cet-11032	10	14	to	to	ADP
cet-11032	10	15	the	the	DET
cet-11032	10	16	distribution	distribution	NOUN
cet-11032	10	17	feature	feature	NOUN
cet-11032	10	18	of	of	ADP
cet-11032	10	19	variables	variable	NOUN
cet-11032	10	20	.	.	PUNCT
cet-11032	11	1	then	then	ADV
cet-11032	11	2	,	,	PUNCT
cet-11032	11	3	the	the	DET
cet-11032	11	4	propagation	propagation	NOUN
cet-11032	11	5	path	path	NOUN
cet-11032	11	6	of	of	ADP
cet-11032	11	7	selected	select	VERB
cet-11032	11	8	nodes	node	NOUN
cet-11032	11	9	is	be	AUX
cet-11032	11	10	identified	identify	VERB
cet-11032	11	11	by	by	ADP
cet-11032	11	12	sdg	sdg	NOUN
cet-11032	11	13	model	model	NOUN
cet-11032	11	14	to	to	PART
cet-11032	11	15	diagnosis	diagnosis	VERB
cet-11032	11	16	the	the	DET
cet-11032	11	17	root	root	NOUN
cet-11032	11	18	cause	cause	NOUN
cet-11032	11	19	.	.	PUNCT
cet-11032	12	1	due	due	ADP
cet-11032	12	2	to	to	ADP
cet-11032	12	3	the	the	DET
cet-11032	12	4	exclusion	exclusion	NOUN
cet-11032	12	5	of	of	ADP
cet-11032	12	6	less	less	ADJ
cet-11032	12	7	correlated	correlate	VERB
cet-11032	12	8	variables	variable	NOUN
cet-11032	12	9	,	,	PUNCT
cet-11032	12	10	the	the	DET
cet-11032	12	11	results	result	NOUN
cet-11032	12	12	at	at	ADP
cet-11032	12	13	each	each	DET
cet-11032	12	14	sample	sample	NOUN
cet-11032	12	15	are	be	AUX
cet-11032	12	16	relatively	relatively	ADV
cet-11032	12	17	consistent	consistent	ADJ
cet-11032	12	18	compared	compare	VERB
cet-11032	12	19	with	with	ADP
cet-11032	12	20	contribution	contribution	NOUN
cet-11032	12	21	plots	plot	NOUN
cet-11032	12	22	.	.	PUNCT
cet-11032	13	1	in	in	ADP
cet-11032	13	2	order	order	NOUN
cet-11032	13	3	to	to	PART
cet-11032	13	4	verify	verify	VERB
cet-11032	13	5	its	its	PRON
cet-11032	13	6	effectiveness	effectiveness	NOUN
cet-11032	13	7	,	,	PUNCT
cet-11032	13	8	the	the	DET
cet-11032	13	9	proposed	propose	VERB
cet-11032	13	10	method	method	NOUN
cet-11032	13	11	is	be	AUX
cet-11032	13	12	applied	apply	VERB
cet-11032	13	13	to	to	ADP
cet-11032	13	14	the	the	DET
cet-11032	13	15	benchmark	benchmark	PROPN
cet-11032	13	16	tennessee	tennessee	PROPN
cet-11032	13	17	eastman	eastman	PROPN
cet-11032	13	18	process	process	NOUN
cet-11032	13	19	.	.	PUNCT
cet-11032	14	1	the	the	DET
cet-11032	14	2	propagation	propagation	NOUN
cet-11032	14	3	path	path	NOUN
cet-11032	14	4	of	of	ADP
cet-11032	14	5	most	most	ADJ
cet-11032	14	6	process	process	NOUN
cet-11032	14	7	faults	fault	NOUN
cet-11032	14	8	is	be	AUX
cet-11032	14	9	identified	identify	VERB
cet-11032	14	10	,	,	PUNCT
cet-11032	14	11	which	which	PRON
cet-11032	14	12	is	be	AUX
cet-11032	14	13	well	well	ADV
cet-11032	14	14	matched	match	VERB
cet-11032	14	15	with	with	ADP
cet-11032	14	16	the	the	DET
cet-11032	14	17	fault	fault	NOUN
cet-11032	14	18	description	description	NOUN
cet-11032	14	19	,	,	PUNCT
cet-11032	14	20	indicating	indicate	VERB
cet-11032	14	21	that	that	SCONJ
cet-11032	14	22	the	the	DET
cet-11032	14	23	proposed	propose	VERB
cet-11032	14	24	method	method	NOUN
cet-11032	14	25	has	have	VERB
cet-11032	14	26	a	a	DET
cet-11032	14	27	good	good	ADJ
cet-11032	14	28	performance	performance	NOUN
cet-11032	14	29	on	on	ADP
cet-11032	14	30	diagnosing	diagnosing	NOUN
cet-11032	14	31	process	process	NOUN
cet-11032	14	32	faults	fault	NOUN
cet-11032	14	33	.	.	PUNCT
cet-11032	15	1	1	1	X
cet-11032	15	2	.	.	X
cet-11032	15	3	introduction	introduction	NOUN
cet-11032	15	4	process	process	NOUN
cet-11032	15	5	monitoring	monitoring	NOUN
cet-11032	15	6	has	have	AUX
cet-11032	15	7	been	be	AUX
cet-11032	15	8	widely	widely	ADV
cet-11032	15	9	used	use	VERB
cet-11032	15	10	in	in	ADP
cet-11032	15	11	chemical	chemical	ADJ
cet-11032	15	12	process	process	NOUN
cet-11032	15	13	to	to	PART
cet-11032	15	14	ensure	ensure	VERB
cet-11032	15	15	safety	safety	NOUN
cet-11032	15	16	as	as	ADV
cet-11032	15	17	well	well	ADV
cet-11032	15	18	as	as	ADP
cet-11032	15	19	avoid	avoid	VERB
cet-11032	15	20	unnecessary	unnecessary	ADJ
cet-11032	15	21	operating	operating	NOUN
cet-11032	15	22	costs	cost	NOUN
cet-11032	15	23	.	.	PUNCT
cet-11032	16	1	although	although	SCONJ
cet-11032	16	2	abnormal	abnormal	ADJ
cet-11032	16	3	process	process	NOUN
cet-11032	16	4	deviations	deviation	NOUN
cet-11032	16	5	can	can	AUX
cet-11032	16	6	be	be	AUX
cet-11032	16	7	effectively	effectively	ADV
cet-11032	16	8	detected	detect	VERB
cet-11032	16	9	through	through	ADP
cet-11032	16	10	numerous	numerous	ADJ
cet-11032	16	11	multivariate	multivariate	NOUN
cet-11032	16	12	statistical	statistical	ADJ
cet-11032	16	13	methods	method	NOUN
cet-11032	16	14	by	by	ADP
cet-11032	16	15	extracting	extract	VERB
cet-11032	16	16	cross	cross	NOUN
cet-11032	16	17	-	-	NOUN
cet-11032	16	18	correlations	correlation	NOUN
cet-11032	16	19	(	(	PUNCT
cet-11032	16	20	qin	qin	INTJ
cet-11032	16	21	,	,	PUNCT
cet-11032	16	22	2012	2012	NUM
cet-11032	16	23	)	)	PUNCT
cet-11032	16	24	and	and	CCONJ
cet-11032	16	25	spatial	spatial	ADJ
cet-11032	16	26	correlations	correlation	NOUN
cet-11032	16	27	(	(	PUNCT
cet-11032	16	28	ma	ma	PROPN
cet-11032	16	29	,	,	PUNCT
cet-11032	16	30	et	et	PROPN
cet-11032	16	31	al	al	PROPN
cet-11032	16	32	.	.	PROPN
cet-11032	16	33	,	,	PUNCT
cet-11032	16	34	2019	2019	NUM
cet-11032	16	35	)	)	PUNCT
cet-11032	16	36	among	among	ADP
cet-11032	16	37	data	datum	NOUN
cet-11032	16	38	,	,	PUNCT
cet-11032	16	39	the	the	DET
cet-11032	16	40	root	root	NOUN
cet-11032	16	41	cause	cause	VERB
cet-11032	16	42	diagnosis	diagnosis	NOUN
cet-11032	16	43	of	of	ADP
cet-11032	16	44	these	these	DET
cet-11032	16	45	deviations	deviation	NOUN
cet-11032	16	46	still	still	ADV
cet-11032	16	47	remains	remain	VERB
cet-11032	16	48	many	many	ADJ
cet-11032	16	49	challenges	challenge	NOUN
cet-11032	16	50	fault	fault	VERB
cet-11032	16	51	diagnosis	diagnosis	NOUN
cet-11032	16	52	methods	method	NOUN
cet-11032	16	53	can	can	AUX
cet-11032	16	54	be	be	AUX
cet-11032	16	55	generally	generally	ADV
cet-11032	16	56	classified	classify	VERB
cet-11032	16	57	into	into	ADP
cet-11032	16	58	model	model	NOUN
cet-11032	16	59	-	-	PUNCT
cet-11032	16	60	based	base	VERB
cet-11032	16	61	,	,	PUNCT
cet-11032	16	62	knowledge	knowledge	NOUN
cet-11032	16	63	-	-	PUNCT
cet-11032	16	64	based	base	VERB
cet-11032	16	65	and	and	CCONJ
cet-11032	16	66	data	data	NOUN
cet-11032	16	67	-	-	PUNCT
cet-11032	16	68	based	base	VERB
cet-11032	16	69	methods	method	NOUN
cet-11032	16	70	(	(	PUNCT
cet-11032	16	71	frank	frank	ADJ
cet-11032	16	72	,	,	PUNCT
cet-11032	16	73	1990	1990	NUM
cet-11032	16	74	)	)	PUNCT
cet-11032	16	75	.	.	PUNCT
cet-11032	17	1	with	with	ADP
cet-11032	17	2	the	the	DET
cet-11032	17	3	rapid	rapid	ADJ
cet-11032	17	4	development	development	NOUN
cet-11032	17	5	of	of	ADP
cet-11032	17	6	the	the	DET
cet-11032	17	7	chemical	chemical	NOUN
cet-11032	17	8	industry	industry	NOUN
cet-11032	17	9	,	,	PUNCT
cet-11032	17	10	the	the	DET
cet-11032	17	11	dynamic	dynamic	ADJ
cet-11032	17	12	model	model	NOUN
cet-11032	17	13	and	and	CCONJ
cet-11032	17	14	prior	prior	ADJ
cet-11032	17	15	knowledge	knowledge	NOUN
cet-11032	17	16	of	of	ADP
cet-11032	17	17	a	a	DET
cet-11032	17	18	high	high	ADV
cet-11032	17	19	-	-	PUNCT
cet-11032	17	20	dimensional	dimensional	ADJ
cet-11032	17	21	nonlinear	nonlinear	ADJ
cet-11032	17	22	process	process	NOUN
cet-11032	17	23	are	be	AUX
cet-11032	17	24	hardly	hardly	ADV
cet-11032	17	25	available	available	ADJ
cet-11032	17	26	,	,	PUNCT
cet-11032	17	27	making	make	VERB
cet-11032	17	28	model	model	NOUN
cet-11032	17	29	-	-	PUNCT
cet-11032	17	30	based	base	VERB
cet-11032	17	31	and	and	CCONJ
cet-11032	17	32	knowledgebased	knowledgebased	ADJ
cet-11032	17	33	methods	method	NOUN
cet-11032	17	34	not	not	PART
cet-11032	17	35	applicable	applicable	ADJ
cet-11032	17	36	for	for	ADP
cet-11032	17	37	real	real	ADJ
cet-11032	17	38	time	time	NOUN
cet-11032	17	39	application	application	NOUN
cet-11032	17	40	.	.	PUNCT
cet-11032	18	1	benefiting	benefit	VERB
cet-11032	18	2	from	from	ADP
cet-11032	18	3	the	the	DET
cet-11032	18	4	wide	wide	ADJ
cet-11032	18	5	application	application	NOUN
cet-11032	18	6	of	of	ADP
cet-11032	18	7	distributed	distribute	VERB
cet-11032	18	8	control	control	NOUN
cet-11032	18	9	system	system	NOUN
cet-11032	18	10	(	(	PUNCT
cet-11032	18	11	dcs	dcs	PROPN
cet-11032	18	12	)	)	PUNCT
cet-11032	18	13	,	,	PUNCT
cet-11032	18	14	the	the	DET
cet-11032	18	15	research	research	NOUN
cet-11032	18	16	on	on	ADP
cet-11032	18	17	data	data	NOUN
cet-11032	18	18	-	-	PUNCT
cet-11032	18	19	based	base	VERB
cet-11032	18	20	methods	method	NOUN
cet-11032	18	21	have	have	AUX
cet-11032	18	22	received	receive	VERB
cet-11032	18	23	more	more	ADJ
cet-11032	18	24	and	and	CCONJ
cet-11032	18	25	more	more	ADJ
cet-11032	18	26	attention	attention	NOUN
cet-11032	18	27	.	.	PUNCT
cet-11032	19	1	for	for	ADP
cet-11032	19	2	the	the	DET
cet-11032	19	3	issue	issue	NOUN
cet-11032	19	4	of	of	ADP
cet-11032	19	5	fault	fault	NOUN
cet-11032	19	6	diagnosis	diagnosis	NOUN
cet-11032	19	7	,	,	PUNCT
cet-11032	19	8	the	the	DET
cet-11032	19	9	contribution	contribution	NOUN
cet-11032	19	10	plots	plot	NOUN
cet-11032	19	11	are	be	AUX
cet-11032	19	12	well	well	ADV
cet-11032	19	13	-	-	PUNCT
cet-11032	19	14	known	know	VERB
cet-11032	19	15	methods	method	NOUN
cet-11032	19	16	for	for	ADP
cet-11032	19	17	practical	practical	ADJ
cet-11032	19	18	application	application	NOUN
cet-11032	19	19	(	(	PUNCT
cet-11032	19	20	miller	miller	PROPN
cet-11032	19	21	,	,	PUNCT
cet-11032	19	22	et	et	PROPN
cet-11032	19	23	al	al	PROPN
cet-11032	19	24	.	.	PROPN
cet-11032	19	25	,	,	PUNCT
cet-11032	19	26	1998	1998	NUM
cet-11032	19	27	)	)	PUNCT
cet-11032	19	28	.	.	PUNCT
cet-11032	20	1	generally	generally	ADV
cet-11032	20	2	,	,	PUNCT
cet-11032	20	3	the	the	DET
cet-11032	20	4	contribution	contribution	NOUN
cet-11032	20	5	plots	plot	NOUN
cet-11032	20	6	indicate	indicate	VERB
cet-11032	20	7	how	how	SCONJ
cet-11032	20	8	much	much	ADJ
cet-11032	20	9	is	be	AUX
cet-11032	20	10	the	the	DET
cet-11032	20	11	effect	effect	NOUN
cet-11032	20	12	of	of	ADP
cet-11032	20	13	each	each	DET
cet-11032	20	14	variable	variable	NOUN
cet-11032	20	15	on	on	ADP
cet-11032	20	16	the	the	DET
cet-11032	20	17	t2	t2	NOUN
cet-11032	20	18	or	or	CCONJ
cet-11032	20	19	squared	square	VERB
cet-11032	20	20	prediction	prediction	NOUN
cet-11032	20	21	error	error	NOUN
cet-11032	20	22	(	(	PUNCT
cet-11032	20	23	spe	spe	PROPN
cet-11032	20	24	)	)	PUNCT
cet-11032	20	25	statistic	statistic	ADJ
cet-11032	20	26	index	index	NOUN
cet-11032	20	27	from	from	ADP
cet-11032	20	28	principal	principal	ADJ
cet-11032	20	29	component	component	NOUN
cet-11032	20	30	analysis	analysis	NOUN
cet-11032	20	31	(	(	PUNCT
cet-11032	20	32	pca	pca	PROPN
cet-11032	20	33	)	)	PUNCT
cet-11032	20	34	.	.	PUNCT
cet-11032	21	1	the	the	DET
cet-11032	21	2	variables	variable	NOUN
cet-11032	21	3	with	with	ADP
cet-11032	21	4	the	the	DET
cet-11032	21	5	largest	large	ADJ
cet-11032	21	6	contributions	contribution	NOUN
cet-11032	21	7	are	be	AUX
cet-11032	21	8	considered	consider	VERB
cet-11032	21	9	as	as	ADP
cet-11032	21	10	the	the	DET
cet-11032	21	11	root	root	NOUN
cet-11032	21	12	cause	cause	NOUN
cet-11032	21	13	of	of	ADP
cet-11032	21	14	the	the	DET
cet-11032	21	15	fault	fault	NOUN
cet-11032	21	16	.	.	PUNCT
cet-11032	22	1	however	however	ADV
cet-11032	22	2	,	,	PUNCT
cet-11032	22	3	due	due	ADP
cet-11032	22	4	to	to	ADP
cet-11032	22	5	the	the	DET
cet-11032	22	6	rapid	rapid	ADJ
cet-11032	22	7	interaction	interaction	NOUN
cet-11032	22	8	among	among	ADP
cet-11032	22	9	process	process	NOUN
cet-11032	22	10	variables	variable	NOUN
cet-11032	22	11	when	when	SCONJ
cet-11032	22	12	a	a	DET
cet-11032	22	13	fault	fault	NOUN
cet-11032	22	14	occurs	occur	VERB
cet-11032	22	15	,	,	PUNCT
cet-11032	22	16	the	the	DET
cet-11032	22	17	contribution	contribution	NOUN
cet-11032	22	18	from	from	ADP
cet-11032	22	19	the	the	DET
cet-11032	22	20	root	root	NOUN
cet-11032	22	21	cause	cause	NOUN
cet-11032	22	22	variable	variable	NOUN
cet-11032	22	23	is	be	AUX
cet-11032	22	24	propagated	propagate	VERB
cet-11032	22	25	to	to	ADP
cet-11032	22	26	other	other	ADJ
cet-11032	22	27	variables	variable	NOUN
cet-11032	22	28	,	,	PUNCT
cet-11032	22	29	which	which	PRON
cet-11032	22	30	may	may	AUX
cet-11032	22	31	not	not	PART
cet-11032	22	32	be	be	AUX
cet-11032	22	33	the	the	DET
cet-11032	22	34	actual	actual	ADJ
cet-11032	22	35	root	root	NOUN
cet-11032	22	36	cause	cause	NOUN
cet-11032	22	37	of	of	ADP
cet-11032	22	38	the	the	DET
cet-11032	22	39	fault	fault	NOUN
cet-11032	22	40	.	.	PUNCT
cet-11032	23	1	vedam	vedam	PROPN
cet-11032	23	2	proposed	propose	VERB
cet-11032	23	3	a	a	DET
cet-11032	23	4	pca	pca	PROPN
cet-11032	23	5	-	-	PUNCT
cet-11032	23	6	sdg	sdg	NOUN
cet-11032	23	7	method	method	NOUN
cet-11032	23	8	,	,	PUNCT
cet-11032	23	9	where	where	SCONJ
cet-11032	23	10	spe	spe	PROPN
cet-11032	23	11	statistic	statistic	NOUN
cet-11032	23	12	from	from	ADP
cet-11032	23	13	pca	pca	PROPN
cet-11032	23	14	is	be	AUX
cet-11032	23	15	used	use	VERB
cet-11032	23	16	to	to	PART
cet-11032	23	17	determine	determine	VERB
cet-11032	23	18	the	the	DET
cet-11032	23	19	node	node	NOUN
cet-11032	23	20	thresholds	threshold	NOUN
cet-11032	23	21	and	and	CCONJ
cet-11032	23	22	the	the	DET
cet-11032	23	23	consistent	consistent	ADJ
cet-11032	23	24	path	path	NOUN
cet-11032	23	25	is	be	AUX
cet-11032	23	26	found	find	VERB
cet-11032	23	27	in	in	ADP
cet-11032	23	28	sdg	sdg	NOUN
cet-11032	23	29	model	model	NOUN
cet-11032	23	30	(	(	PUNCT
cet-11032	23	31	vedam	vedam	NOUN
cet-11032	23	32	and	and	CCONJ
cet-11032	23	33	venkatasubramanian	venkatasubramanian	ADJ
cet-11032	23	34	,	,	PUNCT
cet-11032	23	35	1999	1999	NUM
cet-11032	23	36	)	)	PUNCT
cet-11032	23	37	.	.	PUNCT
cet-11032	24	1	but	but	CCONJ
cet-11032	24	2	the	the	DET
cet-11032	24	3	contribution	contribution	NOUN
cet-11032	24	4	can	can	AUX
cet-11032	24	5	be	be	AUX
cet-11032	24	6	propagated	propagate	VERB
cet-11032	24	7	among	among	ADP
cet-11032	24	8	variables	variable	NOUN
cet-11032	24	9	with	with	ADP
cet-11032	24	10	the	the	DET
cet-11032	24	11	fault	fault	NOUN
cet-11032	24	12	spreads	spread	NOUN
cet-11032	24	13	,	,	PUNCT
cet-11032	24	14	making	make	VERB
cet-11032	24	15	it	it	PRON
cet-11032	24	16	difficult	difficult	ADJ
cet-11032	24	17	to	to	PART
cet-11032	24	18	identify	identify	VERB
cet-11032	24	19	the	the	DET
cet-11032	24	20	root	root	NOUN
cet-11032	24	21	cause	cause	NOUN
cet-11032	24	22	of	of	ADP
cet-11032	24	23	the	the	DET
cet-11032	24	24	fault	fault	NOUN
cet-11032	24	25	.	.	PUNCT
cet-11032	25	1	information	information	NOUN
cet-11032	25	2	entropy	entropy	PROPN
cet-11032	25	3	(	(	PUNCT
cet-11032	25	4	ie	ie	X
cet-11032	25	5	)	)	PUNCT
cet-11032	25	6	is	be	AUX
cet-11032	25	7	a	a	DET
cet-11032	25	8	data	data	NOUN
cet-11032	25	9	-	-	PUNCT
cet-11032	25	10	based	base	VERB
cet-11032	25	11	statistical	statistical	ADJ
cet-11032	25	12	tool	tool	NOUN
cet-11032	25	13	doi	doi	NOUN
cet-11032	25	14	:	:	PUNCT
cet-11032	25	15	10.3303	10.3303	NUM
cet-11032	25	16	/	/	SYM
cet-11032	25	17	cet2081091	cet2081091	PROPN
cet-11032	25	18	paper	paper	NOUN
cet-11032	25	19	received	receive	VERB
cet-11032	25	20	:	:	PUNCT
cet-11032	25	21	26/03/2020	26/03/2020	NUM
cet-11032	25	22	;	;	PUNCT
cet-11032	25	23	revised	revise	VERB
cet-11032	25	24	:	:	PUNCT
cet-11032	25	25	01/05/2020	01/05/2020	NUM
cet-11032	25	26	;	;	PUNCT
cet-11032	25	27	accepted	accept	VERB
cet-11032	25	28	:	:	PUNCT
cet-11032	25	29	08/05/2020	08/05/2020	NUM
cet-11032	25	30	please	please	INTJ
cet-11032	25	31	cite	cite	VERB
cet-11032	25	32	this	this	DET
cet-11032	25	33	article	article	NOUN
cet-11032	25	34	as	as	ADP
cet-11032	25	35	:	:	PUNCT
cet-11032	25	36	ji	ji	PROPN
cet-11032	25	37	c.	c.	PROPN
cet-11032	25	38	,	,	PUNCT
cet-11032	25	39	zhu	zhu	PROPN
cet-11032	25	40	x.	x.	PROPN
cet-11032	25	41	,	,	PUNCT
cet-11032	25	42	ma	ma	PROPN
cet-11032	25	43	f.	f.	PROPN
cet-11032	25	44	,	,	PUNCT
cet-11032	25	45	wang	wang	PROPN
cet-11032	25	46	j.	j.	PROPN
cet-11032	25	47	,	,	PUNCT
cet-11032	25	48	sun	sun	PROPN
cet-11032	25	49	w.	w.	PROPN
cet-11032	25	50	,	,	PUNCT
cet-11032	25	51	2020	2020	NUM
cet-11032	25	52	,	,	PUNCT
cet-11032	25	53	fault	fault	VERB
cet-11032	25	54	diagnosis	diagnosis	NOUN
cet-11032	25	55	algorithm	algorithm	NOUN
cet-11032	25	56	of	of	ADP
cet-11032	25	57	chemical	chemical	NOUN
cet-11032	25	58	process	process	NOUN
cet-11032	25	59	based	base	VERB
cet-11032	25	60	on	on	ADP
cet-11032	25	61	information	information	NOUN
cet-11032	25	62	entropy	entropy	PROPN
cet-11032	25	63	,	,	PUNCT
cet-11032	25	64	chemical	chemical	ADJ
cet-11032	25	65	engineering	engineering	NOUN
cet-11032	25	66	transactions	transaction	NOUN
cet-11032	25	67	,	,	PUNCT
cet-11032	25	68	81	81	NUM
cet-11032	25	69	,	,	PUNCT
cet-11032	25	70	541	541	NUM
cet-11032	25	71	-	-	SYM
cet-11032	25	72	546	546	NUM
cet-11032	25	73	doi:10.3303	doi:10.3303	NOUN
cet-11032	25	74	/	/	SYM
cet-11032	25	75	cet2081091	cet2081091	NOUN
cet-11032	25	76	541	541	NUM
cet-11032	25	77	that	that	PRON
cet-11032	25	78	is	be	AUX
cet-11032	25	79	calculated	calculate	VERB
cet-11032	25	80	by	by	ADP
cet-11032	25	81	the	the	DET
cet-11032	25	82	distribution	distribution	NOUN
cet-11032	25	83	of	of	ADP
cet-11032	25	84	variables	variable	NOUN
cet-11032	25	85	.	.	PUNCT
cet-11032	26	1	considering	consider	VERB
cet-11032	26	2	the	the	DET
cet-11032	26	3	distribution	distribution	NOUN
cet-11032	26	4	of	of	ADP
cet-11032	26	5	some	some	DET
cet-11032	26	6	variables	variable	NOUN
cet-11032	26	7	under	under	ADP
cet-11032	26	8	normal	normal	ADJ
cet-11032	26	9	conditions	condition	NOUN
cet-11032	26	10	is	be	AUX
cet-11032	26	11	different	different	ADJ
cet-11032	26	12	from	from	ADP
cet-11032	26	13	that	that	PRON
cet-11032	26	14	in	in	ADP
cet-11032	26	15	fault	fault	NOUN
cet-11032	26	16	states	state	NOUN
cet-11032	26	17	,	,	PUNCT
cet-11032	26	18	the	the	DET
cet-11032	26	19	ie	ie	X
cet-11032	26	20	value	value	NOUN
cet-11032	26	21	can	can	AUX
cet-11032	26	22	be	be	AUX
cet-11032	26	23	used	use	VERB
cet-11032	26	24	to	to	PART
cet-11032	26	25	select	select	VERB
cet-11032	26	26	the	the	DET
cet-11032	26	27	fault	fault	NOUN
cet-11032	26	28	-	-	PUNCT
cet-11032	26	29	correlated	correlate	VERB
cet-11032	26	30	variables	variable	NOUN
cet-11032	26	31	.	.	PUNCT
cet-11032	27	1	on	on	ADP
cet-11032	27	2	the	the	DET
cet-11032	27	3	other	other	ADJ
cet-11032	27	4	hand	hand	NOUN
cet-11032	27	5	,	,	PUNCT
cet-11032	27	6	since	since	SCONJ
cet-11032	27	7	historical	historical	ADJ
cet-11032	27	8	fault	fault	NOUN
cet-11032	27	9	data	datum	NOUN
cet-11032	27	10	are	be	AUX
cet-11032	27	11	available	available	ADJ
cet-11032	27	12	with	with	ADP
cet-11032	27	13	known	know	VERB
cet-11032	27	14	fault	fault	NOUN
cet-11032	27	15	types	type	NOUN
cet-11032	27	16	in	in	ADP
cet-11032	27	17	tennessee	tennessee	PROPN
cet-11032	27	18	eastman	eastman	PROPN
cet-11032	27	19	process(tep	process(tep	PROPN
cet-11032	27	20	)	)	PUNCT
cet-11032	27	21	,	,	PUNCT
cet-11032	27	22	most	most	ADJ
cet-11032	27	23	fault	fault	VERB
cet-11032	27	24	diagnosis	diagnosis	NOUN
cet-11032	27	25	methods	method	NOUN
cet-11032	27	26	in	in	ADP
cet-11032	27	27	current	current	ADJ
cet-11032	27	28	literature	literature	NOUN
cet-11032	27	29	are	be	AUX
cet-11032	27	30	conducted	conduct	VERB
cet-11032	27	31	by	by	ADP
cet-11032	27	32	supervised	supervised	ADJ
cet-11032	27	33	classification	classification	NOUN
cet-11032	27	34	based	base	VERB
cet-11032	27	35	on	on	ADP
cet-11032	27	36	the	the	DET
cet-11032	27	37	data	data	NOUN
cet-11032	27	38	sets	set	NOUN
cet-11032	27	39	with	with	ADP
cet-11032	27	40	clear	clear	ADJ
cet-11032	27	41	labels	label	NOUN
cet-11032	27	42	,	,	PUNCT
cet-11032	27	43	which	which	PRON
cet-11032	27	44	is	be	AUX
cet-11032	27	45	hard	hard	ADJ
cet-11032	27	46	to	to	PART
cet-11032	27	47	obtain	obtain	VERB
cet-11032	27	48	in	in	ADP
cet-11032	27	49	real	real	ADJ
cet-11032	27	50	industrial	industrial	ADJ
cet-11032	27	51	process	process	NOUN
cet-11032	27	52	.	.	PUNCT
cet-11032	28	1	instead	instead	ADV
cet-11032	28	2	,	,	PUNCT
cet-11032	28	3	most	most	ADJ
cet-11032	28	4	faults	fault	NOUN
cet-11032	28	5	occurring	occur	VERB
cet-11032	28	6	in	in	ADP
cet-11032	28	7	industrial	industrial	ADJ
cet-11032	28	8	operation	operation	NOUN
cet-11032	28	9	are	be	AUX
cet-11032	28	10	different	different	ADJ
cet-11032	28	11	from	from	ADP
cet-11032	28	12	those	those	PRON
cet-11032	28	13	in	in	ADP
cet-11032	28	14	historical	historical	ADJ
cet-11032	28	15	record	record	NOUN
cet-11032	28	16	one	one	NUM
cet-11032	28	17	way	way	NOUN
cet-11032	28	18	or	or	CCONJ
cet-11032	28	19	another	another	PRON
cet-11032	28	20	,	,	PUNCT
cet-11032	28	21	which	which	PRON
cet-11032	28	22	will	will	AUX
cet-11032	28	23	be	be	AUX
cet-11032	28	24	misclassified	misclassifie	VERB
cet-11032	28	25	if	if	SCONJ
cet-11032	28	26	only	only	ADV
cet-11032	28	27	known	know	VERB
cet-11032	28	28	fault	fault	NOUN
cet-11032	28	29	feature	feature	NOUN
cet-11032	28	30	is	be	AUX
cet-11032	28	31	considered	consider	VERB
cet-11032	28	32	.	.	PUNCT
cet-11032	29	1	the	the	DET
cet-11032	29	2	aim	aim	NOUN
cet-11032	29	3	of	of	ADP
cet-11032	29	4	this	this	DET
cet-11032	29	5	work	work	NOUN
cet-11032	29	6	is	be	AUX
cet-11032	29	7	to	to	PART
cet-11032	29	8	combine	combine	VERB
cet-11032	29	9	ie	ie	ADV
cet-11032	29	10	and	and	CCONJ
cet-11032	29	11	pca	pca	PROPN
cet-11032	29	12	-	-	PUNCT
cet-11032	29	13	sdg	sdg	NOUN
cet-11032	29	14	method	method	NOUN
cet-11032	29	15	to	to	PART
cet-11032	29	16	identify	identify	VERB
cet-11032	29	17	the	the	DET
cet-11032	29	18	propagation	propagation	NOUN
cet-11032	29	19	path	path	NOUN
cet-11032	29	20	solely	solely	ADV
cet-11032	29	21	based	base	VERB
cet-11032	29	22	on	on	ADP
cet-11032	29	23	data	datum	NOUN
cet-11032	29	24	feature	feature	NOUN
cet-11032	29	25	for	for	ADP
cet-11032	29	26	a	a	DET
cet-11032	29	27	particular	particular	ADJ
cet-11032	29	28	fault	fault	NOUN
cet-11032	29	29	.	.	PUNCT
cet-11032	30	1	the	the	DET
cet-11032	30	2	benchmark	benchmark	ADJ
cet-11032	30	3	tep	tep	NOUN
cet-11032	30	4	is	be	AUX
cet-11032	30	5	analysed	analyse	VERB
cet-11032	30	6	.	.	PUNCT
cet-11032	31	1	with	with	ADP
cet-11032	31	2	selection	selection	NOUN
cet-11032	31	3	of	of	ADP
cet-11032	31	4	fault	fault	NOUN
cet-11032	31	5	-	-	PUNCT
cet-11032	31	6	correlated	correlate	VERB
cet-11032	31	7	variables	variable	NOUN
cet-11032	31	8	by	by	ADP
cet-11032	31	9	ie	ie	NOUN
cet-11032	31	10	,	,	PUNCT
cet-11032	31	11	the	the	DET
cet-11032	31	12	root	root	NOUN
cet-11032	31	13	cause	cause	NOUN
cet-11032	31	14	of	of	ADP
cet-11032	31	15	the	the	DET
cet-11032	31	16	fault	fault	NOUN
cet-11032	31	17	is	be	AUX
cet-11032	31	18	diagnosed	diagnose	VERB
cet-11032	31	19	based	base	VERB
cet-11032	31	20	on	on	ADP
cet-11032	31	21	sdg	sdg	PROPN
cet-11032	31	22	model	model	NOUN
cet-11032	31	23	.	.	PUNCT
cet-11032	32	1	2	2	X
cet-11032	32	2	.	.	X
cet-11032	32	3	methodology	methodology	NOUN
cet-11032	32	4	in	in	ADP
cet-11032	32	5	this	this	DET
cet-11032	32	6	section	section	NOUN
cet-11032	32	7	,	,	PUNCT
cet-11032	32	8	the	the	DET
cet-11032	32	9	fault	fault	NOUN
cet-11032	32	10	detection	detection	NOUN
cet-11032	32	11	and	and	CCONJ
cet-11032	32	12	diagnosis	diagnosis	NOUN
cet-11032	32	13	methods	method	NOUN
cet-11032	32	14	and	and	CCONJ
cet-11032	32	15	their	their	PRON
cet-11032	32	16	implementation	implementation	NOUN
cet-11032	32	17	used	use	VERB
cet-11032	32	18	in	in	ADP
cet-11032	32	19	this	this	DET
cet-11032	32	20	study	study	NOUN
cet-11032	32	21	are	be	AUX
cet-11032	32	22	introduced	introduce	VERB
cet-11032	32	23	to	to	PART
cet-11032	32	24	prepare	prepare	VERB
cet-11032	32	25	for	for	ADP
cet-11032	32	26	subsequent	subsequent	ADJ
cet-11032	32	27	modeling	modeling	NOUN
cet-11032	32	28	.	.	PUNCT
cet-11032	33	1	2.1	2.1	NUM
cet-11032	33	2	principal	principal	ADJ
cet-11032	33	3	component	component	NOUN
cet-11032	33	4	analysis	analysis	NOUN
cet-11032	33	5	(	(	PUNCT
cet-11032	33	6	pca	pca	NOUN
cet-11032	33	7	)	)	PUNCT
cet-11032	33	8	and	and	CCONJ
cet-11032	33	9	contribution	contribution	NOUN
cet-11032	33	10	plots	plot	NOUN
cet-11032	33	11	considering	consider	VERB
cet-11032	33	12	that	that	SCONJ
cet-11032	33	13	pca	pca	PROPN
cet-11032	33	14	has	have	VERB
cet-11032	33	15	a	a	DET
cet-11032	33	16	good	good	ADJ
cet-11032	33	17	performance	performance	NOUN
cet-11032	33	18	on	on	ADP
cet-11032	33	19	feature	feature	NOUN
cet-11032	33	20	extraction	extraction	NOUN
cet-11032	33	21	and	and	CCONJ
cet-11032	33	22	dimension	dimension	NOUN
cet-11032	33	23	reduction	reduction	NOUN
cet-11032	33	24	,	,	PUNCT
cet-11032	33	25	it	it	PRON
cet-11032	33	26	is	be	AUX
cet-11032	33	27	used	use	VERB
cet-11032	33	28	in	in	ADP
cet-11032	33	29	this	this	DET
cet-11032	33	30	study	study	NOUN
cet-11032	33	31	for	for	ADP
cet-11032	33	32	fault	fault	NOUN
cet-11032	33	33	detection	detection	NOUN
cet-11032	33	34	.	.	PUNCT
cet-11032	34	1	for	for	ADP
cet-11032	34	2	a	a	DET
cet-11032	34	3	standardised	standardised	ADJ
cet-11032	34	4	data	data	NOUN
cet-11032	34	5	matrix	matrix	NOUN
cet-11032	34	6	xn×m	xn×m	NOUN
cet-11032	34	7	,	,	PUNCT
cet-11032	34	8	which	which	PRON
cet-11032	34	9	contains	contain	VERB
cet-11032	34	10	n	n	DET
cet-11032	34	11	samples	sample	NOUN
cet-11032	34	12	and	and	CCONJ
cet-11032	34	13	m	m	NOUN
cet-11032	34	14	variables	variable	NOUN
cet-11032	34	15	,	,	PUNCT
cet-11032	34	16	the	the	DET
cet-11032	34	17	covariance	covariance	NOUN
cet-11032	34	18	matrix	matrix	NOUN
cet-11032	34	19	of	of	ADP
cet-11032	34	20	x	x	PRON
cet-11032	34	21	can	can	AUX
cet-11032	34	22	be	be	AUX
cet-11032	34	23	calculated	calculate	VERB
cet-11032	34	24	as	as	SCONJ
cet-11032	34	25	follows	follow	VERB
cet-11032	34	26	,	,	PUNCT
cet-11032	34	27	(	(	PUNCT
cet-11032	34	28	)	)	PUNCT
cet-11032	34	29	1	1	NUM
cet-11032	34	30	tx	tx	NOUN
cet-11032	34	31	x	x	PUNCT
cet-11032	34	32	cov	cov	NOUN
cet-11032	34	33	x	x	SYM
cet-11032	34	34	n	n	PROPN
cet-11032	34	35	=	=	SYM
cet-11032	34	36	−	−	PROPN
cet-11032	34	37	(	(	PUNCT
cet-11032	34	38	1	1	X
cet-11032	34	39	)	)	PUNCT
cet-11032	34	40	the	the	DET
cet-11032	34	41	matrix	matrix	NOUN
cet-11032	34	42	x	x	PUNCT
cet-11032	34	43	is	be	AUX
cet-11032	34	44	decomposed	decompose	VERB
cet-11032	34	45	into	into	ADP
cet-11032	34	46	a	a	DET
cet-11032	34	47	score	score	NOUN
cet-11032	34	48	matrix	matrix	NOUN
cet-11032	34	49	t	t	NOUN
cet-11032	34	50	and	and	CCONJ
cet-11032	34	51	a	a	DET
cet-11032	34	52	loading	loading	NOUN
cet-11032	34	53	matrix	matrix	NOUN
cet-11032	34	54	p	p	NOUN
cet-11032	34	55	by	by	ADP
cet-11032	34	56	singular	singular	ADJ
cet-11032	34	57	value	value	NOUN
cet-11032	34	58	decomposition	decomposition	NOUN
cet-11032	34	59	,	,	PUNCT
cet-11032	35	1	1	1	NUM
cet-11032	35	2	21	21	NUM
cet-11032	35	3	2	2	NUM
cet-11032	35	4	t	t	NOUN
cet-11032	35	5	t	t	NOUN
cet-11032	35	6	t	t	PROPN
cet-11032	35	7	t	t	PROPN
cet-11032	35	8	k	k	PROPN
cet-11032	35	9	kx	kx	PROPN
cet-11032	35	10	tp	tp	X
cet-11032	35	11	e	e	PROPN
cet-11032	35	12	t	t	PROPN
cet-11032	35	13	p	p	PROPN
cet-11032	35	14	t	t	PROPN
cet-11032	35	15	p	p	X
cet-11032	35	16	t	t	PROPN
cet-11032	35	17	p	p	NOUN
cet-11032	35	18	e=	e=	X
cet-11032	35	19	+	+	PUNCT
cet-11032	36	1	=	=	X
cet-11032	37	1	+	+	PUNCT
cet-11032	37	2	+	+	PUNCT
cet-11032	37	3	+	+	PUNCT
cet-11032	37	4	+	+	CCONJ
cet-11032	37	5	(	(	PUNCT
cet-11032	37	6	2	2	NUM
cet-11032	37	7	)	)	PUNCT
cet-11032	37	8	where	where	SCONJ
cet-11032	37	9	e	e	NOUN
cet-11032	37	10	is	be	AUX
cet-11032	37	11	the	the	DET
cet-11032	37	12	residual	residual	ADJ
cet-11032	37	13	matrix	matrix	NOUN
cet-11032	37	14	,	,	PUNCT
cet-11032	37	15	k	k	PROPN
cet-11032	37	16	is	be	AUX
cet-11032	37	17	the	the	DET
cet-11032	37	18	number	number	NOUN
cet-11032	37	19	of	of	ADP
cet-11032	37	20	the	the	DET
cet-11032	37	21	principal	principal	ADJ
cet-11032	37	22	components	component	NOUN
cet-11032	37	23	.	.	PUNCT
cet-11032	38	1	then	then	ADV
cet-11032	38	2	in	in	ADP
cet-11032	38	3	pca	pca	PROPN
cet-11032	38	4	based	base	VERB
cet-11032	38	5	method	method	PROPN
cet-11032	38	6	t2	t2	PROPN
cet-11032	38	7	statistic	statistic	NOUN
cet-11032	38	8	,	,	PUNCT
cet-11032	38	9	spe	spe	PROPN
cet-11032	38	10	statistic	statistic	NOUN
cet-11032	38	11	,	,	PUNCT
cet-11032	38	12	and	and	CCONJ
cet-11032	38	13	their	their	PRON
cet-11032	38	14	control	control	NOUN
cet-11032	38	15	limits	limit	NOUN
cet-11032	38	16	are	be	AUX
cet-11032	38	17	utilized	utilize	VERB
cet-11032	38	18	to	to	PART
cet-11032	38	19	detect	detect	VERB
cet-11032	38	20	process	process	NOUN
cet-11032	38	21	faults	fault	NOUN
cet-11032	38	22	.	.	PUNCT
cet-11032	39	1	when	when	SCONJ
cet-11032	39	2	a	a	DET
cet-11032	39	3	fault	fault	NOUN
cet-11032	39	4	is	be	AUX
cet-11032	39	5	detected	detect	VERB
cet-11032	39	6	,	,	PUNCT
cet-11032	39	7	the	the	DET
cet-11032	39	8	contribution	contribution	NOUN
cet-11032	39	9	plots	plot	NOUN
cet-11032	39	10	are	be	AUX
cet-11032	39	11	usually	usually	ADV
cet-11032	39	12	used	use	VERB
cet-11032	39	13	for	for	ADP
cet-11032	39	14	fault	fault	VERB
cet-11032	39	15	diagnosis	diagnosis	NOUN
cet-11032	39	16	by	by	ADP
cet-11032	39	17	calculating	calculate	VERB
cet-11032	39	18	the	the	DET
cet-11032	39	19	effect	effect	NOUN
cet-11032	39	20	of	of	ADP
cet-11032	39	21	each	each	DET
cet-11032	39	22	process	process	NOUN
cet-11032	39	23	variable	variable	NOUN
cet-11032	39	24	on	on	ADP
cet-11032	39	25	t2	t2	PROPN
cet-11032	39	26	or	or	CCONJ
cet-11032	39	27	spe	spe	PROPN
cet-11032	39	28	statistic	statistic	NOUN
cet-11032	39	29	.	.	PUNCT
cet-11032	40	1	the	the	DET
cet-11032	40	2	contribution	contribution	NOUN
cet-11032	40	3	plots	plot	NOUN
cet-11032	40	4	are	be	AUX
cet-11032	40	5	easy	easy	ADJ
cet-11032	40	6	to	to	PART
cet-11032	40	7	calculate	calculate	VERB
cet-11032	40	8	,	,	PUNCT
cet-11032	40	9	but	but	CCONJ
cet-11032	40	10	they	they	PRON
cet-11032	40	11	may	may	AUX
cet-11032	40	12	lead	lead	VERB
cet-11032	40	13	to	to	ADP
cet-11032	40	14	mis	mi	NOUN
cet-11032	40	15	-	-	NOUN
cet-11032	40	16	diagnosis	diagnosis	NOUN
cet-11032	40	17	because	because	SCONJ
cet-11032	40	18	of	of	ADP
cet-11032	40	19	the	the	DET
cet-11032	40	20	fast	fast	ADJ
cet-11032	40	21	propagation	propagation	NOUN
cet-11032	40	22	of	of	ADP
cet-11032	40	23	the	the	DET
cet-11032	40	24	contribution	contribution	NOUN
cet-11032	40	25	from	from	ADP
cet-11032	40	26	root	root	NOUN
cet-11032	40	27	cause	cause	NOUN
cet-11032	40	28	variable	variable	NOUN
cet-11032	40	29	to	to	ADP
cet-11032	40	30	other	other	ADJ
cet-11032	40	31	variables	variable	NOUN
cet-11032	40	32	.	.	PUNCT
cet-11032	41	1	2.2	2.2	NUM
cet-11032	41	2	signed	sign	VERB
cet-11032	41	3	directed	direct	VERB
cet-11032	41	4	graph(sdg	graph(sdg	NOUN
cet-11032	41	5	)	)	PUNCT
cet-11032	41	6	method	method	NOUN
cet-11032	41	7	sdg	sdg	NOUN
cet-11032	41	8	is	be	AUX
cet-11032	41	9	a	a	DET
cet-11032	41	10	commonly	commonly	ADV
cet-11032	41	11	used	use	VERB
cet-11032	41	12	knowledge	knowledge	NOUN
cet-11032	41	13	-	-	PUNCT
cet-11032	41	14	based	base	VERB
cet-11032	41	15	fault	fault	NOUN
cet-11032	41	16	diagnosis	diagnosis	NOUN
cet-11032	41	17	method	method	NOUN
cet-11032	41	18	,	,	PUNCT
cet-11032	41	19	in	in	ADP
cet-11032	41	20	which	which	PRON
cet-11032	41	21	the	the	DET
cet-11032	41	22	causal	causal	ADJ
cet-11032	41	23	relationship	relationship	NOUN
cet-11032	41	24	between	between	ADP
cet-11032	41	25	variables	variable	NOUN
cet-11032	41	26	is	be	AUX
cet-11032	41	27	established	establish	VERB
cet-11032	41	28	in	in	ADP
cet-11032	41	29	the	the	DET
cet-11032	41	30	form	form	NOUN
cet-11032	41	31	of	of	ADP
cet-11032	41	32	directed	direct	VERB
cet-11032	41	33	graph	graph	NOUN
cet-11032	41	34	.	.	PUNCT
cet-11032	42	1	the	the	DET
cet-11032	42	2	results	result	NOUN
cet-11032	42	3	are	be	AUX
cet-11032	42	4	obtained	obtain	VERB
cet-11032	42	5	by	by	ADP
cet-11032	42	6	identifying	identify	VERB
cet-11032	42	7	a	a	DET
cet-11032	42	8	single	single	ADJ
cet-11032	42	9	consistent	consistent	ADJ
cet-11032	42	10	path	path	NOUN
cet-11032	42	11	from	from	ADP
cet-11032	42	12	the	the	DET
cet-11032	42	13	root	root	NOUN
cet-11032	42	14	node	node	NOUN
cet-11032	42	15	to	to	ADP
cet-11032	42	16	all	all	DET
cet-11032	42	17	abnormal	abnormal	ADJ
cet-11032	42	18	nodes	node	NOUN
cet-11032	42	19	.	.	PUNCT
cet-11032	43	1	the	the	DET
cet-11032	43	2	node	node	NOUN
cet-11032	43	3	thresholds	threshold	NOUN
cet-11032	43	4	are	be	AUX
cet-11032	43	5	determined	determine	VERB
cet-11032	43	6	by	by	ADP
cet-11032	43	7	single	single	ADJ
cet-11032	43	8	-	-	PUNCT
cet-11032	43	9	variable	variable	ADJ
cet-11032	43	10	statistic	statistic	NOUN
cet-11032	43	11	method	method	NOUN
cet-11032	43	12	,	,	PUNCT
cet-11032	43	13	which	which	PRON
cet-11032	43	14	means	mean	VERB
cet-11032	43	15	that	that	SCONJ
cet-11032	43	16	2	2	NUM
cet-11032	43	17	m	m	NOUN
cet-11032	43	18	thresholds	threshold	NOUN
cet-11032	43	19	need	need	VERB
cet-11032	43	20	to	to	PART
cet-11032	43	21	be	be	AUX
cet-11032	43	22	determined	determine	VERB
cet-11032	43	23	when	when	SCONJ
cet-11032	43	24	m	m	PROPN
cet-11032	43	25	variables	variable	NOUN
cet-11032	43	26	are	be	AUX
cet-11032	43	27	given	give	VERB
cet-11032	43	28	.	.	PUNCT
cet-11032	44	1	considering	consider	VERB
cet-11032	44	2	the	the	DET
cet-11032	44	3	performance	performance	NOUN
cet-11032	44	4	of	of	ADP
cet-11032	44	5	pca	pca	PROPN
cet-11032	44	6	in	in	ADP
cet-11032	44	7	multivariate	multivariate	NOUN
cet-11032	44	8	statistic	statistic	NOUN
cet-11032	44	9	,	,	PUNCT
cet-11032	44	10	when	when	SCONJ
cet-11032	44	11	a	a	DET
cet-11032	44	12	fault	fault	NOUN
cet-11032	44	13	is	be	AUX
cet-11032	44	14	detected	detect	VERB
cet-11032	44	15	,	,	PUNCT
cet-11032	44	16	the	the	DET
cet-11032	44	17	threshold	threshold	NOUN
cet-11032	44	18	can	can	AUX
cet-11032	44	19	be	be	AUX
cet-11032	44	20	calculated	calculate	VERB
cet-11032	44	21	based	base	VERB
cet-11032	44	22	on	on	ADP
cet-11032	44	23	the	the	DET
cet-11032	44	24	variable	variable	ADJ
cet-11032	44	25	contribution	contribution	NOUN
cet-11032	44	26	to	to	ADP
cet-11032	44	27	spe	spe	PROPN
cet-11032	44	28	,	,	PUNCT
cet-11032	44	29	which	which	PRON
cet-11032	44	30	is	be	AUX
cet-11032	44	31	a	a	DET
cet-11032	44	32	unique	unique	ADJ
cet-11032	44	33	statistic	statistic	NOUN
cet-11032	44	34	in	in	ADP
cet-11032	44	35	residual	residual	ADJ
cet-11032	44	36	space	space	NOUN
cet-11032	44	37	(	(	PUNCT
cet-11032	44	38	vedam	vedam	NOUN
cet-11032	44	39	and	and	CCONJ
cet-11032	44	40	venkatasubramanian	venkatasubramanian	ADJ
cet-11032	44	41	,	,	PUNCT
cet-11032	44	42	1999	1999	NUM
cet-11032	44	43	)	)	PUNCT
cet-11032	44	44	.	.	PUNCT
cet-11032	45	1	in	in	ADP
cet-11032	45	2	this	this	DET
cet-11032	45	3	way	way	NOUN
cet-11032	45	4	,	,	PUNCT
cet-11032	45	5	only	only	ADV
cet-11032	45	6	one	one	NUM
cet-11032	45	7	threshold	threshold	NOUN
cet-11032	45	8	needs	need	VERB
cet-11032	45	9	to	to	PART
cet-11032	45	10	be	be	AUX
cet-11032	45	11	determined	determine	VERB
cet-11032	45	12	,	,	PUNCT
cet-11032	45	13	which	which	PRON
cet-11032	45	14	can	can	AUX
cet-11032	45	15	greatly	greatly	ADV
cet-11032	45	16	reduce	reduce	VERB
cet-11032	45	17	the	the	DET
cet-11032	45	18	calculation	calculation	NOUN
cet-11032	45	19	.	.	PUNCT
cet-11032	46	1	2.3	2.3	NUM
cet-11032	46	2	fault	fault	NOUN
cet-11032	46	3	-	-	PUNCT
cet-11032	46	4	correlated	correlate	VERB
cet-11032	46	5	variables	variable	NOUN
cet-11032	46	6	selection	selection	NOUN
cet-11032	46	7	in	in	ADP
cet-11032	46	8	order	order	NOUN
cet-11032	46	9	to	to	PART
cet-11032	46	10	avoid	avoid	VERB
cet-11032	46	11	the	the	DET
cet-11032	46	12	wrong	wrong	ADJ
cet-11032	46	13	propagation	propagation	NOUN
cet-11032	46	14	path	path	NOUN
cet-11032	46	15	obtained	obtain	VERB
cet-11032	46	16	from	from	ADP
cet-11032	46	17	the	the	DET
cet-11032	46	18	contribution	contribution	NOUN
cet-11032	46	19	plot	plot	NOUN
cet-11032	46	20	due	due	ADP
cet-11032	46	21	to	to	ADP
cet-11032	46	22	control	control	NOUN
cet-11032	46	23	response	response	NOUN
cet-11032	47	1	,	,	PUNCT
cet-11032	47	2	a	a	DET
cet-11032	47	3	variable	variable	ADJ
cet-11032	47	4	selection	selection	NOUN
cet-11032	47	5	method	method	NOUN
cet-11032	47	6	based	base	VERB
cet-11032	47	7	on	on	ADP
cet-11032	47	8	ie	ie	X
cet-11032	47	9	is	be	AUX
cet-11032	47	10	introduced	introduce	VERB
cet-11032	47	11	in	in	ADP
cet-11032	47	12	this	this	DET
cet-11032	47	13	section	section	NOUN
cet-11032	47	14	.	.	PUNCT
cet-11032	48	1	2.3.1	2.3.1	NUM
cet-11032	48	2	information	information	NOUN
cet-11032	48	3	entropy	entropy	PROPN
cet-11032	48	4	information	information	PROPN
cet-11032	48	5	entropy	entropy	PROPN
cet-11032	48	6	is	be	AUX
cet-11032	48	7	a	a	DET
cet-11032	48	8	measurement	measurement	NOUN
cet-11032	48	9	of	of	ADP
cet-11032	48	10	the	the	DET
cet-11032	48	11	uncertainty	uncertainty	NOUN
cet-11032	48	12	of	of	ADP
cet-11032	48	13	a	a	DET
cet-11032	48	14	random	random	ADJ
cet-11032	48	15	variable	variable	NOUN
cet-11032	48	16	proposed	propose	VERB
cet-11032	48	17	by	by	ADP
cet-11032	48	18	shannon	shannon	PROPN
cet-11032	48	19	(	(	PUNCT
cet-11032	48	20	shannon	shannon	PROPN
cet-11032	48	21	,	,	PUNCT
cet-11032	48	22	1948	1948	NUM
cet-11032	48	23	)	)	PUNCT
cet-11032	48	24	.	.	PUNCT
cet-11032	49	1	given	give	VERB
cet-11032	49	2	a	a	DET
cet-11032	49	3	random	random	ADJ
cet-11032	49	4	variable	variable	NOUN
cet-11032	49	5	x	x	NOUN
cet-11032	49	6	,	,	PUNCT
cet-11032	49	7	its	its	PRON
cet-11032	49	8	ie	ie	ADJ
cet-11032	49	9	value	value	NOUN
cet-11032	49	10	can	can	AUX
cet-11032	49	11	be	be	AUX
cet-11032	49	12	calculated	calculate	VERB
cet-11032	49	13	as	as	ADP
cet-11032	49	14	follows	follow	NOUN
cet-11032	49	15	,	,	PUNCT
cet-11032	49	16	1	1	NUM
cet-11032	49	17	(	(	PUNCT
cet-11032	49	18	)	)	PUNCT
cet-11032	49	19	(	(	PUNCT
cet-11032	49	20	)	)	PUNCT
cet-11032	49	21	log	log	NOUN
cet-11032	49	22	(	(	PUNCT
cet-11032	49	23	(	(	PUNCT
cet-11032	49	24	)	)	PUNCT
cet-11032	49	25	)	)	PUNCT
cet-11032	50	1	n	n	CCONJ
cet-11032	51	1	i	i	PRON
cet-11032	52	1	i	i	PRON
cet-11032	53	1	i	i	PRON
cet-11032	53	2	h	h	VERB
cet-11032	54	1	x	x	X
cet-11032	54	2	p	p	X
cet-11032	54	3	x	x	X
cet-11032	55	1	p	p	X
cet-11032	55	2	x	x	X
cet-11032	55	3	=	=	SYM
cet-11032	55	4	=	=	SYM
cet-11032	55	5	−	−	NOUN
cet-11032	55	6	(	(	PUNCT
cet-11032	55	7	3	3	NUM
cet-11032	55	8	)	)	PUNCT
cet-11032	55	9	where	where	SCONJ
cet-11032	55	10	n	n	PRON
cet-11032	55	11	is	be	AUX
cet-11032	55	12	the	the	DET
cet-11032	55	13	number	number	NOUN
cet-11032	55	14	of	of	ADP
cet-11032	55	15	samples	sample	NOUN
cet-11032	55	16	,	,	PUNCT
cet-11032	55	17	p(xi	p(xi	PROPN
cet-11032	55	18	)	)	PUNCT
cet-11032	55	19	is	be	AUX
cet-11032	55	20	the	the	DET
cet-11032	55	21	probability	probability	NOUN
cet-11032	55	22	distribution	distribution	NOUN
cet-11032	55	23	of	of	ADP
cet-11032	55	24	the	the	DET
cet-11032	55	25	sample	sample	NOUN
cet-11032	55	26	xi	xi	PROPN
cet-11032	55	27	.	.	PUNCT
cet-11032	56	1	the	the	DET
cet-11032	56	2	base	base	NOUN
cet-11032	56	3	in	in	ADP
cet-11032	56	4	the	the	DET
cet-11032	56	5	formula	formula	NOUN
cet-11032	56	6	determines	determine	VERB
cet-11032	56	7	the	the	DET
cet-11032	56	8	unit	unit	NOUN
cet-11032	56	9	of	of	ADP
cet-11032	56	10	ie	ie	X
cet-11032	56	11	value	value	NOUN
cet-11032	56	12	.	.	PUNCT
cet-11032	57	1	generally	generally	ADV
cet-11032	57	2	,	,	PUNCT
cet-11032	57	3	the	the	DET
cet-11032	57	4	base	base	NOUN
cet-11032	57	5	is	be	AUX
cet-11032	57	6	taken	take	VERB
cet-11032	57	7	by	by	ADP
cet-11032	57	8	2	2	NUM
cet-11032	57	9	and	and	CCONJ
cet-11032	57	10	the	the	DET
cet-11032	57	11	unit	unit	NOUN
cet-11032	57	12	is	be	AUX
cet-11032	57	13	bit	bit	NOUN
cet-11032	57	14	.	.	PUNCT
cet-11032	58	1	2.3.2	2.3.2	NUM
cet-11032	58	2	control	control	NOUN
cet-11032	58	3	limit	limit	NOUN
cet-11032	58	4	determination	determination	NOUN
cet-11032	58	5	according	accord	VERB
cet-11032	58	6	to	to	ADP
cet-11032	58	7	eq(3	eq(3	NOUN
cet-11032	58	8	)	)	PUNCT
cet-11032	59	1	,	,	PUNCT
cet-11032	59	2	the	the	DET
cet-11032	59	3	ie	ie	X
cet-11032	59	4	value	value	NOUN
cet-11032	59	5	depends	depend	VERB
cet-11032	59	6	only	only	ADV
cet-11032	59	7	on	on	ADP
cet-11032	59	8	the	the	DET
cet-11032	59	9	probability	probability	NOUN
cet-11032	59	10	distribution	distribution	NOUN
cet-11032	59	11	of	of	ADP
cet-11032	59	12	the	the	DET
cet-11032	59	13	variable	variable	NOUN
cet-11032	59	14	.	.	PUNCT
cet-11032	60	1	calculated	calculate	VERB
cet-11032	60	2	by	by	ADP
cet-11032	60	3	the	the	DET
cet-11032	60	4	lagrange	lagrange	NOUN
cet-11032	60	5	multiplier	multipli	ADJ
cet-11032	60	6	method	method	NOUN
cet-11032	60	7	,	,	PUNCT
cet-11032	60	8	the	the	DET
cet-11032	60	9	ie	ie	X
cet-11032	60	10	value	value	NOUN
cet-11032	60	11	reaches	reach	VERB
cet-11032	60	12	its	its	PRON
cet-11032	60	13	maximum	maximum	NOUN
cet-11032	60	14	when	when	SCONJ
cet-11032	60	15	a	a	DET
cet-11032	60	16	variable	variable	NOUN
cet-11032	60	17	is	be	AUX
cet-11032	60	18	under	under	ADP
cet-11032	60	19	uniform	uniform	ADJ
cet-11032	60	20	distribution	distribution	NOUN
cet-11032	60	21	.	.	PUNCT
cet-11032	61	1	at	at	ADP
cet-11032	61	2	steady	steady	ADJ
cet-11032	61	3	state	state	NOUN
cet-11032	61	4	,	,	PUNCT
cet-11032	61	5	the	the	DET
cet-11032	61	6	distribution	distribution	NOUN
cet-11032	61	7	of	of	ADP
cet-11032	61	8	a	a	DET
cet-11032	61	9	variable	variable	NOUN
cet-11032	61	10	is	be	AUX
cet-11032	61	11	nearly	nearly	ADV
cet-11032	61	12	uniform	uniform	ADJ
cet-11032	61	13	.	.	PUNCT
cet-11032	62	1	when	when	SCONJ
cet-11032	62	2	a	a	DET
cet-11032	62	3	fault	fault	NOUN
cet-11032	62	4	occurs	occur	VERB
cet-11032	62	5	,	,	PUNCT
cet-11032	62	6	the	the	DET
cet-11032	62	7	distribution	distribution	NOUN
cet-11032	62	8	of	of	ADP
cet-11032	62	9	fault542	fault542	PROPN
cet-11032	62	10	correlated	correlate	VERB
cet-11032	62	11	variables	variable	NOUN
cet-11032	62	12	is	be	AUX
cet-11032	62	13	broken	break	VERB
cet-11032	62	14	,	,	PUNCT
cet-11032	62	15	which	which	PRON
cet-11032	62	16	will	will	AUX
cet-11032	62	17	reduce	reduce	VERB
cet-11032	62	18	its	its	PRON
cet-11032	62	19	ie	ie	ADJ
cet-11032	62	20	value	value	NOUN
cet-11032	62	21	.	.	PUNCT
cet-11032	63	1	given	give	VERB
cet-11032	63	2	a	a	DET
cet-11032	63	3	variable	variable	NOUN
cet-11032	63	4	x	x	X
cet-11032	63	5	(	(	PUNCT
cet-11032	63	6	x1,x2,	x1,x2,	PROPN
cet-11032	63	7	…	…	PUNCT
cet-11032	63	8	,xn	,xn	PUNCT
cet-11032	63	9	)	)	PUNCT
cet-11032	63	10	at	at	ADP
cet-11032	63	11	steady	steady	ADJ
cet-11032	63	12	state	state	NOUN
cet-11032	63	13	,	,	PUNCT
cet-11032	63	14	the	the	DET
cet-11032	63	15	control	control	NOUN
cet-11032	63	16	limit	limit	NOUN
cet-11032	63	17	can	can	AUX
cet-11032	63	18	be	be	AUX
cet-11032	63	19	determined	determine	VERB
cet-11032	63	20	through	through	ADP
cet-11032	63	21	multiple	multiple	ADJ
cet-11032	63	22	calculations	calculation	NOUN
cet-11032	63	23	of	of	ADP
cet-11032	63	24	ie	ie	X
cet-11032	63	25	with	with	ADP
cet-11032	63	26	a	a	DET
cet-11032	63	27	moving	move	VERB
cet-11032	63	28	window	window	NOUN
cet-11032	63	29	xt	xt	PROPN
cet-11032	63	30	(	(	PUNCT
cet-11032	63	31	xt	xt	PROPN
cet-11032	63	32	,	,	PUNCT
cet-11032	63	33	x(t+1),	x(t+1),	PROPN
cet-11032	63	34	…	…	SYM
cet-11032	63	35	,x(t+h	,x(t+h	X
cet-11032	63	36	)	)	PUNCT
cet-11032	63	37	)	)	PUNCT
cet-11032	63	38	,	,	PUNCT
cet-11032	63	39	t	t	PROPN
cet-11032	63	40	represents	represent	VERB
cet-11032	63	41	the	the	DET
cet-11032	63	42	t	t	PROPN
cet-11032	63	43	th	th	X
cet-11032	63	44	windows	window	NOUN
cet-11032	63	45	and	and	CCONJ
cet-11032	63	46	h	h	NOUN
cet-11032	63	47	is	be	AUX
cet-11032	63	48	the	the	DET
cet-11032	63	49	window	window	NOUN
cet-11032	63	50	length	length	NOUN
cet-11032	63	51	.	.	PUNCT
cet-11032	64	1	the	the	DET
cet-11032	64	2	significance	significance	NOUN
cet-11032	64	3	level	level	NOUN
cet-11032	64	4	is	be	AUX
cet-11032	64	5	defined	define	VERB
cet-11032	64	6	as	as	SCONJ
cet-11032	64	7	follows	follow	VERB
cet-11032	64	8	,	,	PUNCT
cet-11032	64	9	(	(	PUNCT
cet-11032	64	10	)	)	PUNCT
cet-11032	65	1	6	6	NUM
cet-11032	65	2	h	h	NOUN
cet-11032	65	3	x	x	NOUN
cet-11032	65	4			X
cet-11032	65	5			X
cet-11032	65	6	−	−	NOUN
cet-11032	65	7			NOUN
cet-11032	65	8	(	(	PUNCT
cet-11032	65	9	4	4	NUM
cet-11032	65	10	)	)	PUNCT
cet-11032	65	11	where	where	SCONJ
cet-11032	65	12	λ	λ	PROPN
cet-11032	65	13	,	,	PUNCT
cet-11032	65	14	σ	σ	PROPN
cet-11032	65	15	is	be	AUX
cet-11032	65	16	the	the	DET
cet-11032	65	17	mean	mean	ADJ
cet-11032	65	18	and	and	CCONJ
cet-11032	65	19	standard	standard	ADJ
cet-11032	65	20	deviation	deviation	NOUN
cet-11032	65	21	of	of	ADP
cet-11032	65	22	the	the	DET
cet-11032	65	23	ie	ie	X
cet-11032	65	24	value	value	NOUN
cet-11032	65	25	calculated	calculate	VERB
cet-11032	65	26	at	at	ADP
cet-11032	65	27	steady	steady	ADJ
cet-11032	65	28	state	state	NOUN
cet-11032	65	29	.	.	PUNCT
cet-11032	66	1	a	a	DET
cet-11032	66	2	six	six	NUM
cet-11032	66	3	sigma	sigma	NOUN
cet-11032	66	4	threshold	threshold	NOUN
cet-11032	66	5	for	for	ADP
cet-11032	66	6	the	the	DET
cet-11032	66	7	significance	significance	NOUN
cet-11032	66	8	level	level	NOUN
cet-11032	66	9	is	be	AUX
cet-11032	66	10	chosen	choose	VERB
cet-11032	66	11	here	here	ADV
cet-11032	66	12	.	.	PUNCT
cet-11032	67	1	once	once	ADV
cet-11032	67	2	a	a	DET
cet-11032	67	3	fault	fault	NOUN
cet-11032	67	4	occurs	occur	VERB
cet-11032	67	5	,	,	PUNCT
cet-11032	67	6	the	the	DET
cet-11032	67	7	variables	variable	NOUN
cet-11032	67	8	with	with	ADP
cet-11032	67	9	ie	ie	PROPN
cet-11032	67	10	values	value	NOUN
cet-11032	67	11	h(x	h(x	PROPN
cet-11032	67	12	)	)	PUNCT
cet-11032	67	13	that	that	PRON
cet-11032	67	14	exceed	exceed	VERB
cet-11032	67	15	the	the	DET
cet-11032	67	16	threshold	threshold	NOUN
cet-11032	67	17	in	in	ADP
cet-11032	67	18	eq	eq	NOUN
cet-11032	67	19	.	.	PROPN
cet-11032	67	20	4	4	NUM
cet-11032	67	21	are	be	AUX
cet-11032	67	22	selected	select	VERB
cet-11032	67	23	as	as	ADP
cet-11032	67	24	fault	fault	NOUN
cet-11032	67	25	-	-	PUNCT
cet-11032	67	26	correlated	correlate	VERB
cet-11032	67	27	variables	variable	NOUN
cet-11032	67	28	.	.	PUNCT
cet-11032	68	1	3	3	X
cet-11032	68	2	.	.	X
cet-11032	68	3	fault	fault	VERB
cet-11032	68	4	diagnosis	diagnosis	NOUN
cet-11032	68	5	model	model	NOUN
cet-11032	68	6	and	and	CCONJ
cet-11032	68	7	its	its	PRON
cet-11032	68	8	application	application	NOUN
cet-11032	68	9	on	on	ADP
cet-11032	68	10	tennessee	tennessee	PROPN
cet-11032	68	11	eastman	eastman	PROPN
cet-11032	68	12	process	process	NOUN
cet-11032	68	13	3.1	3.1	NUM
cet-11032	68	14	fault	fault	NOUN
cet-11032	68	15	diagnosis	diagnosis	NOUN
cet-11032	68	16	model	model	NOUN
cet-11032	68	17	based	base	VERB
cet-11032	68	18	on	on	ADP
cet-11032	68	19	ie	ie	ADV
cet-11032	68	20	and	and	CCONJ
cet-11032	68	21	sdg	sdg	NOUN
cet-11032	68	22	in	in	ADP
cet-11032	68	23	the	the	DET
cet-11032	68	24	proposed	propose	VERB
cet-11032	68	25	methodology	methodology	NOUN
cet-11032	68	26	ie	ie	X
cet-11032	68	27	algorithm	algorithm	PROPN
cet-11032	68	28	and	and	CCONJ
cet-11032	68	29	sdg	sdg	NOUN
cet-11032	68	30	model	model	NOUN
cet-11032	68	31	are	be	AUX
cet-11032	68	32	employed	employ	VERB
cet-11032	68	33	to	to	PART
cet-11032	68	34	select	select	VERB
cet-11032	68	35	the	the	DET
cet-11032	68	36	fault	fault	NOUN
cet-11032	68	37	-	-	PUNCT
cet-11032	68	38	correlated	correlate	VERB
cet-11032	68	39	variables	variable	NOUN
cet-11032	68	40	and	and	CCONJ
cet-11032	68	41	identify	identify	VERB
cet-11032	68	42	the	the	DET
cet-11032	68	43	fault	fault	NOUN
cet-11032	68	44	propagation	propagation	NOUN
cet-11032	68	45	paths	path	NOUN
cet-11032	68	46	.	.	PUNCT
cet-11032	69	1	according	accord	VERB
cet-11032	69	2	to	to	ADP
cet-11032	69	3	the	the	DET
cet-11032	69	4	process	process	NOUN
cet-11032	69	5	diagram	diagram	NOUN
cet-11032	69	6	in	in	ADP
cet-11032	69	7	figure	figure	NOUN
cet-11032	69	8	1	1	NUM
cet-11032	69	9	,	,	PUNCT
cet-11032	69	10	historical	historical	ADJ
cet-11032	69	11	data	datum	NOUN
cet-11032	69	12	are	be	AUX
cet-11032	69	13	used	use	VERB
cet-11032	69	14	to	to	PART
cet-11032	69	15	build	build	VERB
cet-11032	69	16	a	a	DET
cet-11032	69	17	pca	pca	NOUN
cet-11032	69	18	model	model	NOUN
cet-11032	69	19	and	and	CCONJ
cet-11032	69	20	determine	determine	VERB
cet-11032	69	21	the	the	DET
cet-11032	69	22	threshold	threshold	NOUN
cet-11032	69	23	of	of	ADP
cet-11032	69	24	ie	ie	X
cet-11032	69	25	value	value	NOUN
cet-11032	69	26	.	.	PUNCT
cet-11032	70	1	once	once	ADV
cet-11032	70	2	a	a	DET
cet-11032	70	3	fault	fault	NOUN
cet-11032	70	4	is	be	AUX
cet-11032	70	5	detected	detect	VERB
cet-11032	70	6	,	,	PUNCT
cet-11032	70	7	the	the	DET
cet-11032	70	8	ie	ie	ADJ
cet-11032	70	9	value	value	NOUN
cet-11032	70	10	of	of	ADP
cet-11032	70	11	each	each	DET
cet-11032	70	12	variable	variable	NOUN
cet-11032	70	13	is	be	AUX
cet-11032	70	14	calculated	calculate	VERB
cet-11032	70	15	and	and	CCONJ
cet-11032	70	16	compared	compare	VERB
cet-11032	70	17	with	with	ADP
cet-11032	70	18	its	its	PRON
cet-11032	70	19	threshold	threshold	NOUN
cet-11032	70	20	.	.	PUNCT
cet-11032	71	1	the	the	DET
cet-11032	71	2	variable	variable	NOUN
cet-11032	71	3	,	,	PUNCT
cet-11032	71	4	whose	whose	DET
cet-11032	71	5	ie	ie	X
cet-11032	71	6	value	value	NOUN
cet-11032	71	7	exceeds	exceed	VERB
cet-11032	71	8	the	the	DET
cet-11032	71	9	threshold	threshold	NOUN
cet-11032	71	10	,	,	PUNCT
cet-11032	71	11	is	be	AUX
cet-11032	71	12	regarded	regard	VERB
cet-11032	71	13	as	as	ADP
cet-11032	71	14	a	a	DET
cet-11032	71	15	fault	fault	NOUN
cet-11032	71	16	-	-	PUNCT
cet-11032	71	17	correlated	correlate	VERB
cet-11032	71	18	variable	variable	NOUN
cet-11032	71	19	.	.	PUNCT
cet-11032	72	1	then	then	ADV
cet-11032	72	2	the	the	DET
cet-11032	72	3	propagation	propagation	NOUN
cet-11032	72	4	path	path	NOUN
cet-11032	72	5	among	among	ADP
cet-11032	72	6	these	these	DET
cet-11032	72	7	variables	variable	NOUN
cet-11032	72	8	is	be	AUX
cet-11032	72	9	identified	identify	VERB
cet-11032	72	10	by	by	ADP
cet-11032	72	11	a	a	DET
cet-11032	72	12	sdg	sdg	NOUN
cet-11032	72	13	model	model	NOUN
cet-11032	72	14	and	and	CCONJ
cet-11032	72	15	the	the	DET
cet-11032	72	16	root	root	NOUN
cet-11032	72	17	cause	cause	NOUN
cet-11032	72	18	is	be	AUX
cet-11032	72	19	located	locate	VERB
cet-11032	72	20	.	.	PUNCT
cet-11032	73	1	since	since	SCONJ
cet-11032	73	2	less	less	ADV
cet-11032	73	3	correlated	correlate	VERB
cet-11032	73	4	variables	variable	NOUN
cet-11032	73	5	to	to	ADP
cet-11032	73	6	specific	specific	ADJ
cet-11032	73	7	fault	fault	NOUN
cet-11032	73	8	are	be	AUX
cet-11032	73	9	first	first	ADV
cet-11032	73	10	excluded	exclude	VERB
cet-11032	73	11	,	,	PUNCT
cet-11032	73	12	the	the	DET
cet-11032	73	13	final	final	ADJ
cet-11032	73	14	result	result	NOUN
cet-11032	73	15	obtained	obtain	VERB
cet-11032	73	16	from	from	ADP
cet-11032	73	17	the	the	DET
cet-11032	73	18	sdg	sdg	NOUN
cet-11032	73	19	model	model	NOUN
cet-11032	73	20	can	can	AUX
cet-11032	73	21	be	be	AUX
cet-11032	73	22	correctly	correctly	ADV
cet-11032	73	23	located	locate	VERB
cet-11032	73	24	in	in	ADP
cet-11032	73	25	the	the	DET
cet-11032	73	26	variable	variable	NOUN
cet-11032	73	27	which	which	PRON
cet-11032	73	28	is	be	AUX
cet-11032	73	29	the	the	DET
cet-11032	73	30	root	root	NOUN
cet-11032	73	31	cause	cause	NOUN
cet-11032	73	32	of	of	ADP
cet-11032	73	33	the	the	DET
cet-11032	73	34	fault	fault	NOUN
cet-11032	73	35	.	.	PUNCT
cet-11032	74	1	figure	figure	NOUN
cet-11032	74	2	1	1	NUM
cet-11032	74	3	:	:	PUNCT
cet-11032	74	4	fault	fault	VERB
cet-11032	74	5	detection	detection	NOUN
cet-11032	74	6	and	and	CCONJ
cet-11032	74	7	diagnosis	diagnosis	NOUN
cet-11032	74	8	procedure	procedure	NOUN
cet-11032	74	9	3.2	3.2	NUM
cet-11032	74	10	tennessee	tennessee	PROPN
cet-11032	74	11	eastman	eastman	PROPN
cet-11032	74	12	process	process	PROPN
cet-11032	74	13	tep	tep	PROPN
cet-11032	74	14	is	be	AUX
cet-11032	74	15	a	a	DET
cet-11032	74	16	widely	widely	ADV
cet-11032	74	17	used	use	VERB
cet-11032	74	18	chemical	chemical	NOUN
cet-11032	74	19	process	process	NOUN
cet-11032	74	20	simulated	simulate	VERB
cet-11032	74	21	from	from	ADP
cet-11032	74	22	a	a	DET
cet-11032	74	23	real	real	ADJ
cet-11032	74	24	industrial	industrial	ADJ
cet-11032	74	25	process	process	NOUN
cet-11032	74	26	plant	plant	NOUN
cet-11032	74	27	by	by	ADP
cet-11032	74	28	the	the	DET
cet-11032	74	29	eastman	eastman	PROPN
cet-11032	74	30	chemical	chemical	PROPN
cet-11032	74	31	company	company	NOUN
cet-11032	74	32	,	,	PUNCT
cet-11032	74	33	which	which	PRON
cet-11032	74	34	contains	contain	VERB
cet-11032	74	35	five	five	NUM
cet-11032	74	36	process	process	NOUN
cet-11032	74	37	units	unit	NOUN
cet-11032	74	38	,	,	PUNCT
cet-11032	74	39	reactor	reactor	NOUN
cet-11032	74	40	,	,	PUNCT
cet-11032	74	41	condenser	condenser	NOUN
cet-11032	74	42	,	,	PUNCT
cet-11032	74	43	compressor	compressor	NOUN
cet-11032	74	44	,	,	PUNCT
cet-11032	74	45	vapor	vapor	NOUN
cet-11032	74	46	/	/	SYM
cet-11032	74	47	liquid	liquid	NOUN
cet-11032	74	48	separator	separator	NOUN
cet-11032	74	49	,	,	PUNCT
cet-11032	74	50	and	and	CCONJ
cet-11032	74	51	the	the	DET
cet-11032	74	52	stripper	stripper	NOUN
cet-11032	74	53	.	.	PUNCT
cet-11032	75	1	the	the	DET
cet-11032	75	2	reactor	reactor	NOUN
cet-11032	75	3	is	be	AUX
cet-11032	75	4	the	the	DET
cet-11032	75	5	most	most	ADV
cet-11032	75	6	critical	critical	ADJ
cet-11032	75	7	unit	unit	NOUN
cet-11032	75	8	,	,	PUNCT
cet-11032	75	9	where	where	SCONJ
cet-11032	75	10	gaseous	gaseous	ADJ
cet-11032	75	11	reactants	reactant	VERB
cet-11032	75	12	a	a	PRON
cet-11032	75	13	,	,	PUNCT
cet-11032	75	14	c	c	NOUN
cet-11032	75	15	,	,	PUNCT
cet-11032	75	16	d	d	NOUN
cet-11032	75	17	,	,	PUNCT
cet-11032	75	18	e	e	NOUN
cet-11032	75	19	and	and	CCONJ
cet-11032	75	20	inert	inert	ADJ
cet-11032	75	21	b	b	NOUN
cet-11032	75	22	are	be	AUX
cet-11032	75	23	mixed	mix	VERB
cet-11032	75	24	to	to	PART
cet-11032	75	25	produce	produce	VERB
cet-11032	75	26	liquid	liquid	ADJ
cet-11032	75	27	products	product	NOUN
cet-11032	75	28	g	g	NOUN
cet-11032	75	29	and	and	CCONJ
cet-11032	75	30	h.	h.	PROPN
cet-11032	75	31	f	f	PROPN
cet-11032	75	32	is	be	AUX
cet-11032	75	33	also	also	ADV
cet-11032	75	34	produced	produce	VERB
cet-11032	75	35	as	as	ADP
cet-11032	75	36	a	a	DET
cet-11032	75	37	byproduct	byproduct	NOUN
cet-11032	75	38	.	.	PUNCT
cet-11032	76	1	the	the	DET
cet-11032	76	2	flow	flow	NOUN
cet-11032	76	3	diagram	diagram	NOUN
cet-11032	76	4	is	be	AUX
cet-11032	76	5	shown	show	VERB
cet-11032	76	6	in	in	ADP
cet-11032	76	7	figure	figure	NOUN
cet-11032	76	8	2	2	NUM
cet-11032	76	9	.	.	PUNCT
cet-11032	76	10	figure	figure	NOUN
cet-11032	76	11	2	2	NUM
cet-11032	76	12	:	:	PUNCT
cet-11032	76	13	revised	revise	VERB
cet-11032	76	14	tennessee	tennessee	PROPN
cet-11032	76	15	eastman	eastman	PROPN
cet-11032	76	16	process	process	NOUN
cet-11032	76	17	model	model	NOUN
cet-11032	76	18	(	(	PUNCT
cet-11032	76	19	bathelt	bathelt	PROPN
cet-11032	76	20	et	et	PROPN
cet-11032	76	21	al	al	PROPN
cet-11032	76	22	.	.	PROPN
cet-11032	76	23	,	,	PUNCT
cet-11032	76	24	2015	2015	NUM
cet-11032	76	25	)	)	PUNCT
cet-11032	76	26	543	543	NUM
cet-11032	76	27	3.3	3.3	NUM
cet-11032	76	28	data	datum	NOUN
cet-11032	76	29	description	description	NOUN
cet-11032	76	30	the	the	DET
cet-11032	76	31	simulation	simulation	NOUN
cet-11032	76	32	data	datum	NOUN
cet-11032	76	33	sets	set	NOUN
cet-11032	76	34	of	of	ADP
cet-11032	76	35	tep	tep	NOUN
cet-11032	76	36	are	be	AUX
cet-11032	76	37	downloaded	download	VERB
cet-11032	76	38	from	from	ADP
cet-11032	76	39	the	the	DET
cet-11032	76	40	website(braatz	website(braatz	PROPN
cet-11032	76	41	,	,	PUNCT
cet-11032	76	42	2002	2002	NUM
cet-11032	76	43	)	)	PUNCT
cet-11032	76	44	,	,	PUNCT
cet-11032	76	45	which	which	PRON
cet-11032	76	46	contains	contain	VERB
cet-11032	76	47	41	41	NUM
cet-11032	76	48	measured	measured	ADJ
cet-11032	76	49	variables	variable	NOUN
cet-11032	76	50	and	and	CCONJ
cet-11032	76	51	11	11	NUM
cet-11032	76	52	manipulated	manipulated	ADJ
cet-11032	76	53	variables	variable	NOUN
cet-11032	76	54	.	.	PUNCT
cet-11032	77	1	the	the	DET
cet-11032	77	2	sampling	sample	VERB
cet-11032	77	3	period	period	NOUN
cet-11032	77	4	of	of	ADP
cet-11032	77	5	the	the	DET
cet-11032	77	6	data	data	NOUN
cet-11032	77	7	sets	set	NOUN
cet-11032	77	8	is	be	AUX
cet-11032	77	9	3	3	NUM
cet-11032	77	10	minutes	minute	NOUN
cet-11032	77	11	except	except	SCONJ
cet-11032	77	12	for	for	ADP
cet-11032	77	13	the	the	DET
cet-11032	77	14	19	19	NUM
cet-11032	77	15	measured	measure	VERB
cet-11032	77	16	composition	composition	NOUN
cet-11032	77	17	variables	variable	NOUN
cet-11032	77	18	of	of	ADP
cet-11032	77	19	which	which	PRON
cet-11032	77	20	the	the	DET
cet-11032	77	21	sampling	sampling	NOUN
cet-11032	77	22	period	period	NOUN
cet-11032	77	23	is	be	AUX
cet-11032	77	24	from	from	ADP
cet-11032	77	25	6	6	NUM
cet-11032	77	26	minutes	minute	NOUN
cet-11032	77	27	to	to	ADP
cet-11032	77	28	15	15	NUM
cet-11032	77	29	minutes	minute	NOUN
cet-11032	77	30	.	.	PUNCT
cet-11032	78	1	in	in	ADP
cet-11032	78	2	this	this	DET
cet-11032	78	3	study	study	NOUN
cet-11032	78	4	,	,	PUNCT
cet-11032	78	5	the	the	DET
cet-11032	78	6	19	19	NUM
cet-11032	78	7	composition	composition	NOUN
cet-11032	78	8	variables	variable	NOUN
cet-11032	78	9	are	be	AUX
cet-11032	78	10	excluded	exclude	VERB
cet-11032	78	11	.	.	PUNCT
cet-11032	79	1	all	all	DET
cet-11032	79	2	the	the	DET
cet-11032	79	3	33	33	NUM
cet-11032	79	4	variables	variable	NOUN
cet-11032	79	5	and	and	CCONJ
cet-11032	79	6	their	their	PRON
cet-11032	79	7	symbols	symbol	NOUN
cet-11032	79	8	used	use	VERB
cet-11032	79	9	in	in	ADP
cet-11032	79	10	this	this	DET
cet-11032	79	11	work	work	NOUN
cet-11032	79	12	are	be	AUX
cet-11032	79	13	listed	list	VERB
cet-11032	79	14	in	in	ADP
cet-11032	79	15	table	table	NOUN
cet-11032	79	16	1	1	NUM
cet-11032	79	17	(	(	PUNCT
cet-11032	79	18	downs	down	NOUN
cet-11032	79	19	and	and	CCONJ
cet-11032	79	20	vogel	vogel	NOUN
cet-11032	79	21	,	,	PUNCT
cet-11032	79	22	1993	1993	NUM
cet-11032	79	23	)	)	PUNCT
cet-11032	79	24	.	.	PUNCT
cet-11032	80	1	the	the	DET
cet-11032	80	2	training	training	NOUN
cet-11032	80	3	data	datum	NOUN
cet-11032	80	4	set	set	VERB
cet-11032	80	5	contains	contain	VERB
cet-11032	80	6	500	500	NUM
cet-11032	80	7	samples	sample	NOUN
cet-11032	80	8	and	and	CCONJ
cet-11032	80	9	all	all	DET
cet-11032	80	10	the	the	DET
cet-11032	80	11	faulty	faulty	ADJ
cet-11032	80	12	testing	testing	NOUN
cet-11032	80	13	data	datum	NOUN
cet-11032	80	14	sets	set	NOUN
cet-11032	80	15	contain	contain	VERB
cet-11032	80	16	960	960	NUM
cet-11032	80	17	samples	sample	NOUN
cet-11032	80	18	.	.	PUNCT
cet-11032	81	1	there	there	PRON
cet-11032	81	2	are	be	VERB
cet-11032	81	3	20	20	NUM
cet-11032	81	4	preset	preset	ADJ
cet-11032	81	5	faults	fault	NOUN
cet-11032	81	6	that	that	PRON
cet-11032	81	7	occur	occur	VERB
cet-11032	81	8	at	at	ADP
cet-11032	81	9	the	the	DET
cet-11032	81	10	160th	160th	ADJ
cet-11032	81	11	sample	sample	NOUN
cet-11032	81	12	point	point	NOUN
cet-11032	81	13	.	.	PUNCT
cet-11032	82	1	the	the	DET
cet-11032	82	2	description	description	NOUN
cet-11032	82	3	of	of	ADP
cet-11032	82	4	these	these	DET
cet-11032	82	5	fault	fault	NOUN
cet-11032	82	6	types	type	NOUN
cet-11032	82	7	can	can	AUX
cet-11032	82	8	also	also	ADV
cet-11032	82	9	be	be	AUX
cet-11032	82	10	found	find	VERB
cet-11032	82	11	in	in	ADP
cet-11032	82	12	the	the	DET
cet-11032	82	13	literature	literature	NOUN
cet-11032	82	14	(	(	PUNCT
cet-11032	82	15	downs	down	NOUN
cet-11032	82	16	and	and	CCONJ
cet-11032	82	17	vogel	vogel	NOUN
cet-11032	82	18	,	,	PUNCT
cet-11032	82	19	1993	1993	NUM
cet-11032	82	20	)	)	PUNCT
cet-11032	82	21	.	.	PUNCT
cet-11032	83	1	table	table	NOUN
cet-11032	83	2	1	1	NUM
cet-11032	83	3	:	:	PUNCT
cet-11032	83	4	the	the	DET
cet-11032	83	5	variables	variable	NOUN
cet-11032	83	6	in	in	ADP
cet-11032	83	7	tennessee	tennessee	PROPN
cet-11032	83	8	eastman	eastman	PROPN
cet-11032	83	9	process	process	NOUN
cet-11032	83	10	variable	variable	ADJ
cet-11032	83	11	description	description	NOUN
cet-11032	83	12	variable	variable	ADJ
cet-11032	83	13	description	description	NOUN
cet-11032	83	14	f1	f1	VERB
cet-11032	83	15	a	a	DET
cet-11032	83	16	feed	feed	NOUN
cet-11032	83	17	(	(	PUNCT
cet-11032	83	18	stream	stream	NOUN
cet-11032	83	19	1	1	NUM
cet-11032	83	20	)	)	PUNCT
cet-11032	83	21	t18	t18	PROPN
cet-11032	83	22	stripper	stripper	ADJ
cet-11032	83	23	temperature	temperature	NOUN
cet-11032	83	24	f2	f2	ADV
cet-11032	83	25	d	d	PROPN
cet-11032	83	26	feed	feed	NOUN
cet-11032	83	27	(	(	PUNCT
cet-11032	83	28	stream	stream	NOUN
cet-11032	83	29	2	2	NUM
cet-11032	83	30	)	)	PUNCT
cet-11032	83	31	f19	f19	PROPN
cet-11032	83	32	stripper	stripper	ADJ
cet-11032	83	33	steam	steam	NOUN
cet-11032	83	34	flow	flow	NOUN
cet-11032	83	35	f3	f3	NOUN
cet-11032	83	36	e	e	NOUN
cet-11032	83	37	feed	feed	NOUN
cet-11032	83	38	(	(	PUNCT
cet-11032	83	39	stream	stream	NOUN
cet-11032	83	40	3	3	NUM
cet-11032	83	41	)	)	PUNCT
cet-11032	83	42	c20	c20	NOUN
cet-11032	83	43	compressor	compressor	NOUN
cet-11032	83	44	work	work	NOUN
cet-11032	83	45	f4	f4	NOUN
cet-11032	83	46	a	a	PRON
cet-11032	83	47	and	and	CCONJ
cet-11032	83	48	c	c	NOUN
cet-11032	83	49	feed	feed	NOUN
cet-11032	83	50	(	(	PUNCT
cet-11032	83	51	stream	stream	NOUN
cet-11032	83	52	4	4	NUM
cet-11032	83	53	)	)	PUNCT
cet-11032	83	54	t21	t21	NOUN
cet-11032	83	55	reactor	reactor	NOUN
cet-11032	83	56	cooling	cool	VERB
cet-11032	83	57	water	water	NOUN
cet-11032	83	58	outlet	outlet	NOUN
cet-11032	83	59	temperature	temperature	NOUN
cet-11032	83	60	f5	f5	NOUN
cet-11032	83	61	recycle	recycle	NOUN
cet-11032	83	62	flow	flow	NOUN
cet-11032	83	63	(	(	PUNCT
cet-11032	83	64	stream	stream	PROPN
cet-11032	83	65	8)	8)	NUM
cet-11032	83	66	t22	t22	NOUN
cet-11032	83	67	separator	separator	NOUN
cet-11032	83	68	cooling	cool	VERB
cet-11032	83	69	water	water	NOUN
cet-11032	83	70	outlet	outlet	NOUN
cet-11032	83	71	temperature	temperature	NOUN
cet-11032	83	72	f6	f6	PROPN
cet-11032	83	73	reactor	reactor	NOUN
cet-11032	83	74	feed	feed	NOUN
cet-11032	83	75	rate	rate	NOUN
cet-11032	83	76	(	(	PUNCT
cet-11032	83	77	stream	stream	NOUN
cet-11032	83	78	6	6	NUM
cet-11032	83	79	)	)	PUNCT
cet-11032	83	80	v23	v23	NOUN
cet-11032	83	81	d	d	NOUN
cet-11032	83	82	feed	feed	NOUN
cet-11032	83	83	flow	flow	NOUN
cet-11032	83	84	(	(	PUNCT
cet-11032	83	85	stream	stream	NOUN
cet-11032	83	86	2	2	NUM
cet-11032	83	87	)	)	PUNCT
cet-11032	83	88	p7	p7	ADJ
cet-11032	83	89	reactor	reactor	NOUN
cet-11032	83	90	pressure	pressure	NOUN
cet-11032	83	91	v24	v24	NOUN
cet-11032	83	92	e	e	NOUN
cet-11032	83	93	feed	feed	NOUN
cet-11032	83	94	flow	flow	NOUN
cet-11032	83	95	(	(	PUNCT
cet-11032	83	96	stream	stream	NOUN
cet-11032	83	97	3	3	NUM
cet-11032	83	98	)	)	PUNCT
cet-11032	83	99	l8	l8	PROPN
cet-11032	83	100	reactor	reactor	NOUN
cet-11032	83	101	level	level	NOUN
cet-11032	83	102	v25	v25	NOUN
cet-11032	83	103	a	a	DET
cet-11032	83	104	feed	feed	NOUN
cet-11032	83	105	flow	flow	NOUN
cet-11032	83	106	(	(	PUNCT
cet-11032	83	107	stream	stream	NOUN
cet-11032	83	108	1	1	NUM
cet-11032	83	109	)	)	PUNCT
cet-11032	83	110	t9	t9	PROPN
cet-11032	83	111	reactor	reactor	NOUN
cet-11032	83	112	temperature	temperature	NOUN
cet-11032	83	113	v26	v26	PROPN
cet-11032	83	114	a	a	NOUN
cet-11032	83	115	and	and	CCONJ
cet-11032	83	116	c	c	NOUN
cet-11032	83	117	feed	feed	NOUN
cet-11032	83	118	flow(stream	flow(stream	PROPN
cet-11032	83	119	4	4	NUM
cet-11032	83	120	)	)	PUNCT
cet-11032	83	121	f10	f10	NOUN
cet-11032	83	122	purge	purge	NOUN
cet-11032	83	123	rate	rate	NOUN
cet-11032	83	124	(	(	PUNCT
cet-11032	83	125	stream	stream	NOUN
cet-11032	83	126	9	9	NUM
cet-11032	83	127	)	)	PUNCT
cet-11032	83	128	v27	v27	NOUN
cet-11032	83	129	compressor	compressor	NOUN
cet-11032	83	130	recycle	recycle	NOUN
cet-11032	83	131	valve	valve	VERB
cet-11032	83	132	t11	t11	NOUN
cet-11032	83	133	product	product	NOUN
cet-11032	83	134	separator	separator	NOUN
cet-11032	83	135	temperature	temperature	NOUN
cet-11032	83	136	v28	v28	VERB
cet-11032	83	137	purge	purge	NOUN
cet-11032	83	138	valve	valve	NOUN
cet-11032	83	139	(	(	PUNCT
cet-11032	83	140	stream	stream	NOUN
cet-11032	83	141	9	9	NUM
cet-11032	83	142	)	)	PUNCT
cet-11032	83	143	l12	l12	NOUN
cet-11032	83	144	product	product	NOUN
cet-11032	83	145	separator	separator	NOUN
cet-11032	83	146	level	level	NOUN
cet-11032	83	147	v29	v29	NOUN
cet-11032	83	148	separator	separator	NOUN
cet-11032	83	149	pot	pot	NOUN
cet-11032	83	150	liquid	liquid	NOUN
cet-11032	83	151	flow	flow	NOUN
cet-11032	83	152	(	(	PUNCT
cet-11032	83	153	stream	stream	NOUN
cet-11032	83	154	10	10	NUM
cet-11032	83	155	)	)	PUNCT
cet-11032	83	156	p13	p13	NOUN
cet-11032	83	157	product	product	NOUN
cet-11032	83	158	separator	separator	NOUN
cet-11032	83	159	pressure	pressure	NOUN
cet-11032	83	160	v30	v30	NOUN
cet-11032	83	161	stripper	stripper	ADJ
cet-11032	83	162	liquid	liquid	ADJ
cet-11032	83	163	prod	prod	NOUN
cet-11032	83	164	flow	flow	NOUN
cet-11032	83	165	(	(	PUNCT
cet-11032	83	166	stream	stream	NOUN
cet-11032	83	167	11	11	NUM
cet-11032	83	168	)	)	PUNCT
cet-11032	83	169	f14	f14	PROPN
cet-11032	83	170	product	product	NOUN
cet-11032	83	171	separator	separator	NOUN
cet-11032	83	172	underflow	underflow	NOUN
cet-11032	83	173	(	(	PUNCT
cet-11032	83	174	stream	stream	NOUN
cet-11032	83	175	10	10	NUM
cet-11032	83	176	)	)	PUNCT
cet-11032	83	177	v31	v31	NOUN
cet-11032	83	178	stripper	stripper	ADJ
cet-11032	83	179	steam	steam	NOUN
cet-11032	83	180	valve	valve	VERB
cet-11032	83	181	l15	l15	ADJ
cet-11032	83	182	stripper	stripper	ADJ
cet-11032	83	183	level	level	NOUN
cet-11032	83	184	v32	v32	NOUN
cet-11032	83	185	reactor	reactor	NOUN
cet-11032	83	186	cooling	cool	VERB
cet-11032	83	187	water	water	NOUN
cet-11032	83	188	flow	flow	NOUN
cet-11032	83	189	p16	p16	NOUN
cet-11032	83	190	stripper	stripper	ADJ
cet-11032	83	191	pressure	pressure	NOUN
cet-11032	84	1	v33	v33	NOUN
cet-11032	84	2	condenser	condenser	NOUN
cet-11032	84	3	cooling	cool	VERB
cet-11032	84	4	water	water	NOUN
cet-11032	84	5	flow	flow	NOUN
cet-11032	84	6	f17	f17	ADJ
cet-11032	84	7	stripper	stripper	ADJ
cet-11032	84	8	underflow	underflow	NOUN
cet-11032	84	9	(	(	PUNCT
cet-11032	84	10	stream	stream	NOUN
cet-11032	84	11	11	11	NUM
cet-11032	84	12	)	)	PUNCT
cet-11032	84	13	4	4	NUM
cet-11032	84	14	.	.	NOUN
cet-11032	84	15	results	result	NOUN
cet-11032	84	16	and	and	CCONJ
cet-11032	84	17	discussion	discussion	NOUN
cet-11032	84	18	in	in	ADP
cet-11032	84	19	this	this	DET
cet-11032	84	20	section	section	NOUN
cet-11032	84	21	,	,	PUNCT
cet-11032	84	22	the	the	DET
cet-11032	84	23	fault	fault	NOUN
cet-11032	84	24	diagnosis	diagnosis	NOUN
cet-11032	84	25	results	result	NOUN
cet-11032	84	26	of	of	ADP
cet-11032	84	27	fault	fault	NOUN
cet-11032	84	28	7	7	NUM
cet-11032	84	29	from	from	ADP
cet-11032	84	30	the	the	DET
cet-11032	84	31	proposed	propose	VERB
cet-11032	84	32	method	method	NOUN
cet-11032	84	33	is	be	AUX
cet-11032	84	34	emphasized	emphasize	VERB
cet-11032	84	35	and	and	CCONJ
cet-11032	84	36	compared	compare	VERB
cet-11032	84	37	with	with	ADP
cet-11032	84	38	conventional	conventional	ADJ
cet-11032	84	39	contribution	contribution	NOUN
cet-11032	84	40	plots	plot	NOUN
cet-11032	84	41	method	method	NOUN
cet-11032	84	42	.	.	PUNCT
cet-11032	85	1	as	as	SCONJ
cet-11032	85	2	shown	show	VERB
cet-11032	85	3	in	in	ADP
cet-11032	85	4	figure	figure	NOUN
cet-11032	85	5	3	3	NUM
cet-11032	85	6	,	,	PUNCT
cet-11032	85	7	when	when	SCONJ
cet-11032	85	8	the	the	DET
cet-11032	85	9	fault	fault	NOUN
cet-11032	85	10	occurs	occur	VERB
cet-11032	85	11	at	at	ADP
cet-11032	85	12	the	the	DET
cet-11032	85	13	160	160	NUM
cet-11032	85	14	th	th	NOUN
cet-11032	85	15	sample	sample	NOUN
cet-11032	85	16	point	point	NOUN
cet-11032	85	17	,	,	PUNCT
cet-11032	85	18	it	it	PRON
cet-11032	85	19	can	can	AUX
cet-11032	85	20	be	be	AUX
cet-11032	85	21	immediately	immediately	ADV
cet-11032	85	22	detected	detect	VERB
cet-11032	85	23	by	by	ADP
cet-11032	85	24	the	the	DET
cet-11032	85	25	pca	pca	PROPN
cet-11032	85	26	model	model	NOUN
cet-11032	85	27	.	.	PUNCT
cet-11032	86	1	first	first	ADV
cet-11032	86	2	,	,	PUNCT
cet-11032	86	3	contribution	contribution	NOUN
cet-11032	86	4	plots	plot	NOUN
cet-11032	86	5	method	method	NOUN
cet-11032	86	6	is	be	AUX
cet-11032	86	7	applied	apply	VERB
cet-11032	86	8	to	to	PART
cet-11032	86	9	diagnosis	diagnosis	VERB
cet-11032	86	10	the	the	DET
cet-11032	86	11	correlated	correlate	VERB
cet-11032	86	12	variables	variable	NOUN
cet-11032	86	13	in	in	ADP
cet-11032	86	14	this	this	DET
cet-11032	86	15	fault	fault	NOUN
cet-11032	86	16	.	.	PUNCT
cet-11032	87	1	the	the	DET
cet-11032	87	2	contribution	contribution	NOUN
cet-11032	87	3	plots	plot	NOUN
cet-11032	87	4	of	of	ADP
cet-11032	87	5	various	various	ADJ
cet-11032	87	6	sampling	sampling	NOUN
cet-11032	87	7	points	point	NOUN
cet-11032	87	8	within	within	ADP
cet-11032	87	9	10	10	NUM
cet-11032	87	10	minutes	minute	NOUN
cet-11032	87	11	after	after	SCONJ
cet-11032	87	12	the	the	DET
cet-11032	87	13	fault	fault	NOUN
cet-11032	87	14	occurs	occur	VERB
cet-11032	87	15	are	be	AUX
cet-11032	87	16	shown	show	VERB
cet-11032	87	17	in	in	ADP
cet-11032	87	18	figure	figure	NOUN
cet-11032	87	19	4	4	NUM
cet-11032	87	20	.	.	PUNCT
cet-11032	88	1	it	it	PRON
cet-11032	88	2	can	can	AUX
cet-11032	88	3	be	be	AUX
cet-11032	88	4	seen	see	VERB
cet-11032	88	5	that	that	SCONJ
cet-11032	88	6	the	the	DET
cet-11032	88	7	variables	variable	NOUN
cet-11032	88	8	with	with	ADP
cet-11032	88	9	high	high	ADJ
cet-11032	88	10	contribution	contribution	NOUN
cet-11032	88	11	rates	rate	NOUN
cet-11032	88	12	vary	vary	VERB
cet-11032	88	13	with	with	ADP
cet-11032	88	14	time	time	NOUN
cet-11032	88	15	,	,	PUNCT
cet-11032	88	16	making	make	VERB
cet-11032	88	17	it	it	PRON
cet-11032	88	18	difficult	difficult	ADJ
cet-11032	88	19	to	to	PART
cet-11032	88	20	determine	determine	VERB
cet-11032	88	21	a	a	DET
cet-11032	88	22	threshold	threshold	NOUN
cet-11032	88	23	of	of	ADP
cet-11032	88	24	variables	variable	NOUN
cet-11032	88	25	nodes	node	NOUN
cet-11032	88	26	in	in	ADP
cet-11032	88	27	sdg	sdg	NOUN
cet-11032	88	28	model	model	NOUN
cet-11032	88	29	to	to	PART
cet-11032	88	30	find	find	VERB
cet-11032	88	31	the	the	DET
cet-11032	88	32	propagation	propagation	NOUN
cet-11032	88	33	path	path	NOUN
cet-11032	88	34	.	.	PUNCT
cet-11032	89	1	although	although	SCONJ
cet-11032	89	2	it	it	PRON
cet-11032	89	3	is	be	AUX
cet-11032	89	4	not	not	PART
cet-11032	89	5	shown	show	VERB
cet-11032	89	6	in	in	ADP
cet-11032	89	7	this	this	DET
cet-11032	89	8	paper	paper	NOUN
cet-11032	89	9	,	,	PUNCT
cet-11032	89	10	the	the	DET
cet-11032	89	11	difference	difference	NOUN
cet-11032	89	12	in	in	ADP
cet-11032	89	13	contribution	contribution	NOUN
cet-11032	89	14	plot	plot	NOUN
cet-11032	89	15	at	at	ADP
cet-11032	89	16	each	each	DET
cet-11032	89	17	sample	sample	NOUN
cet-11032	89	18	become	become	VERB
cet-11032	89	19	much	much	ADV
cet-11032	89	20	larger	large	ADJ
cet-11032	89	21	as	as	SCONJ
cet-11032	89	22	the	the	DET
cet-11032	89	23	fault	fault	NOUN
cet-11032	89	24	spreads	spread	VERB
cet-11032	89	25	because	because	SCONJ
cet-11032	89	26	the	the	DET
cet-11032	89	27	contribution	contribution	NOUN
cet-11032	89	28	from	from	ADP
cet-11032	89	29	one	one	NUM
cet-11032	89	30	variable	variable	NOUN
cet-11032	89	31	is	be	AUX
cet-11032	89	32	propagated	propagate	VERB
cet-11032	89	33	to	to	ADP
cet-11032	89	34	all	all	DET
cet-11032	89	35	variables	variable	NOUN
cet-11032	89	36	(	(	PUNCT
cet-11032	89	37	qin	qin	INTJ
cet-11032	89	38	,	,	PUNCT
cet-11032	89	39	2012	2012	NUM
cet-11032	89	40	)	)	PUNCT
cet-11032	89	41	.	.	PUNCT
cet-11032	90	1	and	and	CCONJ
cet-11032	90	2	the	the	DET
cet-11032	90	3	method	method	NOUN
cet-11032	90	4	mentioned	mention	VERB
cet-11032	90	5	before	before	ADV
cet-11032	90	6	to	to	PART
cet-11032	90	7	determine	determine	VERB
cet-11032	90	8	the	the	DET
cet-11032	90	9	threshold	threshold	NOUN
cet-11032	90	10	by	by	ADP
cet-11032	90	11	spe	spe	PROPN
cet-11032	90	12	statistic	statistic	NOUN
cet-11032	90	13	based	base	VERB
cet-11032	90	14	on	on	ADP
cet-11032	90	15	pca	pca	PROPN
cet-11032	90	16	will	will	AUX
cet-11032	90	17	still	still	ADV
cet-11032	90	18	get	get	VERB
cet-11032	90	19	inconsistent	inconsistent	ADJ
cet-11032	90	20	results	result	NOUN
cet-11032	90	21	at	at	ADP
cet-11032	90	22	different	different	ADJ
cet-11032	90	23	samples	sample	NOUN
cet-11032	90	24	,	,	PUNCT
cet-11032	90	25	which	which	PRON
cet-11032	90	26	may	may	AUX
cet-11032	90	27	fail	fail	VERB
cet-11032	90	28	to	to	PART
cet-11032	90	29	exclude	exclude	VERB
cet-11032	90	30	the	the	DET
cet-11032	90	31	nodes	node	NOUN
cet-11032	90	32	that	that	PRON
cet-11032	90	33	are	be	AUX
cet-11032	90	34	not	not	PART
cet-11032	90	35	the	the	DET
cet-11032	90	36	root	root	NOUN
cet-11032	90	37	cause	cause	NOUN
cet-11032	90	38	of	of	ADP
cet-11032	90	39	the	the	DET
cet-11032	90	40	fault	fault	NOUN
cet-11032	90	41	.	.	PUNCT
cet-11032	91	1	figure	figure	VERB
cet-11032	91	2	3	3	NUM
cet-11032	91	3	:	:	PUNCT
cet-11032	91	4	monitoring	monitor	VERB
cet-11032	91	5	result	result	NOUN
cet-11032	91	6	by	by	ADP
cet-11032	91	7	pca	pca	PROPN
cet-11032	91	8	model	model	NOUN
cet-11032	91	9	544	544	NUM
cet-11032	91	10	figure	figure	NOUN
cet-11032	91	11	4	4	NUM
cet-11032	91	12	:	:	PUNCT
cet-11032	91	13	(	(	PUNCT
cet-11032	91	14	a	a	X
cet-11032	91	15	)	)	PUNCT
cet-11032	91	16	contribution	contribution	NOUN
cet-11032	91	17	plot	plot	NOUN
cet-11032	91	18	in	in	ADP
cet-11032	91	19	the	the	DET
cet-11032	91	20	160th	160th	ADJ
cet-11032	91	21	sample	sample	NOUN
cet-11032	91	22	(	(	PUNCT
cet-11032	91	23	b	b	NOUN
cet-11032	91	24	)	)	PUNCT
cet-11032	91	25	contribution	contribution	NOUN
cet-11032	91	26	plot	plot	NOUN
cet-11032	91	27	in	in	ADP
cet-11032	91	28	the	the	DET
cet-11032	91	29	163th	163th	PROPN
cet-11032	91	30	sample	sample	NOUN
cet-11032	91	31	in	in	ADP
cet-11032	91	32	order	order	NOUN
cet-11032	91	33	to	to	PART
cet-11032	91	34	select	select	VERB
cet-11032	91	35	the	the	DET
cet-11032	91	36	fault	fault	NOUN
cet-11032	91	37	-	-	PUNCT
cet-11032	91	38	correlated	correlate	VERB
cet-11032	91	39	variables	variable	NOUN
cet-11032	91	40	effectively	effectively	ADV
cet-11032	91	41	,	,	PUNCT
cet-11032	91	42	the	the	DET
cet-11032	91	43	ie	ie	X
cet-11032	91	44	value	value	NOUN
cet-11032	91	45	of	of	ADP
cet-11032	91	46	each	each	DET
cet-11032	91	47	variable	variable	NOUN
cet-11032	91	48	is	be	AUX
cet-11032	91	49	calculated	calculate	VERB
cet-11032	91	50	and	and	CCONJ
cet-11032	91	51	compared	compare	VERB
cet-11032	91	52	with	with	ADP
cet-11032	91	53	the	the	DET
cet-11032	91	54	threshold	threshold	NOUN
cet-11032	91	55	obtained	obtain	VERB
cet-11032	91	56	from	from	ADP
cet-11032	91	57	the	the	DET
cet-11032	91	58	training	training	NOUN
cet-11032	91	59	data	datum	NOUN
cet-11032	91	60	set	set	VERB
cet-11032	91	61	.	.	PUNCT
cet-11032	92	1	the	the	DET
cet-11032	92	2	ie	ie	PROPN
cet-11032	92	3	value	value	NOUN
cet-11032	92	4	of	of	ADP
cet-11032	92	5	each	each	DET
cet-11032	92	6	variable	variable	NOUN
cet-11032	92	7	and	and	CCONJ
cet-11032	92	8	its	its	PRON
cet-11032	92	9	control	control	NOUN
cet-11032	92	10	limit	limit	NOUN
cet-11032	92	11	at	at	ADP
cet-11032	92	12	the	the	DET
cet-11032	92	13	third	third	ADJ
cet-11032	92	14	sample	sample	NOUN
cet-11032	92	15	point	point	NOUN
cet-11032	92	16	after	after	SCONJ
cet-11032	92	17	the	the	DET
cet-11032	92	18	fault	fault	NOUN
cet-11032	92	19	occurs	occur	VERB
cet-11032	92	20	is	be	AUX
cet-11032	92	21	shown	show	VERB
cet-11032	92	22	in	in	ADP
cet-11032	92	23	figure	figure	NOUN
cet-11032	92	24	5	5	NUM
cet-11032	92	25	.	.	PUNCT
cet-11032	93	1	the	the	DET
cet-11032	93	2	threshold	threshold	NOUN
cet-11032	93	3	of	of	ADP
cet-11032	93	4	each	each	DET
cet-11032	93	5	variable	variable	NOUN
cet-11032	93	6	is	be	AUX
cet-11032	93	7	represented	represent	VERB
cet-11032	93	8	by	by	ADP
cet-11032	93	9	a	a	DET
cet-11032	93	10	dashed	dash	VERB
cet-11032	93	11	line	line	NOUN
cet-11032	93	12	and	and	CCONJ
cet-11032	93	13	as	as	SCONJ
cet-11032	93	14	mentioned	mention	VERB
cet-11032	93	15	before	before	ADV
cet-11032	93	16	,	,	PUNCT
cet-11032	93	17	the	the	DET
cet-11032	93	18	variable	variable	NOUN
cet-11032	93	19	can	can	AUX
cet-11032	93	20	be	be	AUX
cet-11032	93	21	selected	select	VERB
cet-11032	93	22	as	as	ADP
cet-11032	93	23	a	a	DET
cet-11032	93	24	fault	fault	NOUN
cet-11032	93	25	-	-	PUNCT
cet-11032	93	26	correlated	correlate	VERB
cet-11032	93	27	variable	variable	NOUN
cet-11032	93	28	if	if	SCONJ
cet-11032	93	29	its	its	PRON
cet-11032	93	30	ie	ie	ADJ
cet-11032	93	31	values	value	NOUN
cet-11032	93	32	exceeds	exceed	VERB
cet-11032	93	33	the	the	DET
cet-11032	93	34	threshold	threshold	NOUN
cet-11032	93	35	.	.	PUNCT
cet-11032	94	1	it	it	PRON
cet-11032	94	2	can	can	AUX
cet-11032	94	3	be	be	AUX
cet-11032	94	4	clearly	clearly	ADV
cet-11032	94	5	inferred	infer	VERB
cet-11032	94	6	from	from	ADP
cet-11032	94	7	figure	figure	NOUN
cet-11032	94	8	5	5	NUM
cet-11032	94	9	that	that	SCONJ
cet-11032	94	10	the	the	DET
cet-11032	94	11	ie	ie	X
cet-11032	94	12	value	value	NOUN
cet-11032	94	13	of	of	ADP
cet-11032	94	14	variables	variable	NOUN
cet-11032	94	15	f4	f4	PROPN
cet-11032	94	16	,	,	PUNCT
cet-11032	94	17	p7	p7	NOUN
cet-11032	94	18	,	,	PUNCT
cet-11032	94	19	t9	t9	PROPN
cet-11032	94	20	,	,	PUNCT
cet-11032	94	21	p13	p13	NOUN
cet-11032	94	22	,	,	PUNCT
cet-11032	94	23	p16	p16	NOUN
cet-11032	94	24	,	,	PUNCT
cet-11032	94	25	t21	t21	PROPN
cet-11032	94	26	,	,	PUNCT
cet-11032	94	27	v26	v26	PROPN
cet-11032	94	28	exceed	exceed	VERB
cet-11032	94	29	their	their	PRON
cet-11032	94	30	threshold	threshold	NOUN
cet-11032	94	31	.	.	PUNCT
cet-11032	95	1	then	then	ADV
cet-11032	95	2	they	they	PRON
cet-11032	95	3	are	be	AUX
cet-11032	95	4	selected	select	VERB
cet-11032	95	5	and	and	CCONJ
cet-11032	95	6	brought	bring	VERB
cet-11032	95	7	into	into	ADP
cet-11032	95	8	the	the	DET
cet-11032	95	9	sdg	sdg	NOUN
cet-11032	95	10	model	model	NOUN
cet-11032	95	11	to	to	PART
cet-11032	95	12	further	far	ADV
cet-11032	95	13	identify	identify	VERB
cet-11032	95	14	the	the	DET
cet-11032	95	15	fault	fault	NOUN
cet-11032	95	16	propagation	propagation	NOUN
cet-11032	95	17	path	path	NOUN
cet-11032	95	18	.	.	PUNCT
cet-11032	96	1	in	in	ADP
cet-11032	96	2	order	order	NOUN
cet-11032	96	3	to	to	PART
cet-11032	96	4	evaluate	evaluate	VERB
cet-11032	96	5	its	its	PRON
cet-11032	96	6	performance	performance	NOUN
cet-11032	96	7	with	with	ADP
cet-11032	96	8	the	the	DET
cet-11032	96	9	contribution	contribution	NOUN
cet-11032	96	10	plots	plot	NOUN
cet-11032	96	11	method	method	NOUN
cet-11032	96	12	,	,	PUNCT
cet-11032	96	13	the	the	DET
cet-11032	96	14	ie	ie	X
cet-11032	96	15	value	value	NOUN
cet-11032	96	16	at	at	ADP
cet-11032	96	17	different	different	ADJ
cet-11032	96	18	samples	sample	NOUN
cet-11032	96	19	is	be	AUX
cet-11032	96	20	compared	compare	VERB
cet-11032	96	21	with	with	ADP
cet-11032	96	22	the	the	DET
cet-11032	96	23	threshold	threshold	NOUN
cet-11032	96	24	.	.	PUNCT
cet-11032	97	1	the	the	DET
cet-11032	97	2	results	result	NOUN
cet-11032	97	3	are	be	AUX
cet-11032	97	4	shown	show	VERB
cet-11032	97	5	in	in	ADP
cet-11032	97	6	table	table	NOUN
cet-11032	97	7	2	2	NUM
cet-11032	97	8	.	.	PUNCT
cet-11032	98	1	although	although	SCONJ
cet-11032	98	2	the	the	DET
cet-11032	98	3	results	result	NOUN
cet-11032	98	4	are	be	AUX
cet-11032	98	5	not	not	PART
cet-11032	98	6	completely	completely	ADV
cet-11032	98	7	consistent	consistent	ADJ
cet-11032	98	8	,	,	PUNCT
cet-11032	98	9	the	the	DET
cet-11032	98	10	quantity	quantity	NOUN
cet-11032	98	11	of	of	ADP
cet-11032	98	12	the	the	DET
cet-11032	98	13	fault	fault	NOUN
cet-11032	98	14	-	-	PUNCT
cet-11032	98	15	correlated	correlate	VERB
cet-11032	98	16	variables	variable	NOUN
cet-11032	98	17	is	be	AUX
cet-11032	98	18	increasing	increase	VERB
cet-11032	98	19	,	,	PUNCT
cet-11032	98	20	which	which	PRON
cet-11032	98	21	to	to	ADP
cet-11032	98	22	some	some	DET
cet-11032	98	23	extent	extent	NOUN
cet-11032	98	24	reflects	reflect	VERB
cet-11032	98	25	the	the	DET
cet-11032	98	26	spread	spread	NOUN
cet-11032	98	27	of	of	ADP
cet-11032	98	28	the	the	DET
cet-11032	98	29	fault	fault	NOUN
cet-11032	98	30	in	in	ADP
cet-11032	98	31	the	the	DET
cet-11032	98	32	process	process	NOUN
cet-11032	98	33	.	.	PUNCT
cet-11032	99	1	it	it	PRON
cet-11032	99	2	’s	’	VERB
cet-11032	99	3	worth	worth	ADJ
cet-11032	99	4	mentioning	mention	VERB
cet-11032	99	5	that	that	SCONJ
cet-11032	99	6	the	the	DET
cet-11032	99	7	results	result	NOUN
cet-11032	99	8	are	be	AUX
cet-11032	99	9	exactly	exactly	ADV
cet-11032	99	10	the	the	DET
cet-11032	99	11	same	same	ADJ
cet-11032	99	12	from	from	ADP
cet-11032	99	13	sample	sample	NOUN
cet-11032	99	14	162	162	NUM
cet-11032	99	15	to	to	ADP
cet-11032	99	16	165	165	NUM
cet-11032	99	17	.	.	PUNCT
cet-11032	100	1	it	it	PRON
cet-11032	100	2	indicates	indicate	VERB
cet-11032	100	3	that	that	SCONJ
cet-11032	100	4	it	it	PRON
cet-11032	100	5	is	be	AUX
cet-11032	100	6	reliable	reliable	ADJ
cet-11032	100	7	to	to	PART
cet-11032	100	8	select	select	VERB
cet-11032	100	9	the	the	DET
cet-11032	100	10	results	result	NOUN
cet-11032	100	11	at	at	ADP
cet-11032	100	12	one	one	NUM
cet-11032	100	13	of	of	ADP
cet-11032	100	14	these	these	DET
cet-11032	100	15	four	four	NUM
cet-11032	100	16	sample	sample	NOUN
cet-11032	100	17	points	point	NOUN
cet-11032	100	18	to	to	PART
cet-11032	100	19	identify	identify	VERB
cet-11032	100	20	the	the	DET
cet-11032	100	21	fault	fault	NOUN
cet-11032	100	22	propagation	propagation	NOUN
cet-11032	100	23	.	.	PUNCT
cet-11032	101	1	table	table	NOUN
cet-11032	101	2	2	2	NUM
cet-11032	101	3	:	:	PUNCT
cet-11032	101	4	variables	variable	NOUN
cet-11032	101	5	selection	selection	NOUN
cet-11032	101	6	results	result	NOUN
cet-11032	101	7	by	by	ADP
cet-11032	101	8	ie	ie	X
cet-11032	101	9	sampling	sample	VERB
cet-11032	101	10	point	point	NOUN
cet-11032	101	11	fault	fault	NOUN
cet-11032	101	12	-	-	PUNCT
cet-11032	101	13	correlated	correlate	VERB
cet-11032	101	14	variables	variable	NOUN
cet-11032	101	15	160th	160th	VERB
cet-11032	101	16	f4	f4	PROPN
cet-11032	101	17	,	,	PUNCT
cet-11032	101	18	t9	t9	PROPN
cet-11032	101	19	,	,	PUNCT
cet-11032	101	20	p16	p16	NOUN
cet-11032	101	21	161th	161th	NOUN
cet-11032	101	22	f4	f4	PROPN
cet-11032	101	23	,	,	PUNCT
cet-11032	101	24	p7	p7	PROPN
cet-11032	101	25	,	,	PUNCT
cet-11032	101	26	t9	t9	PROPN
cet-11032	101	27	,	,	PUNCT
cet-11032	101	28	p13	p13	NOUN
cet-11032	101	29	,	,	PUNCT
cet-11032	101	30	p16	p16	NOUN
cet-11032	101	31	,	,	PUNCT
cet-11032	101	32	t21	t21	PROPN
cet-11032	101	33	162th	162th	PROPN
cet-11032	101	34	f4	f4	PROPN
cet-11032	101	35	,	,	PUNCT
cet-11032	101	36	p7	p7	PROPN
cet-11032	101	37	,	,	PUNCT
cet-11032	101	38	t9	t9	PROPN
cet-11032	101	39	,	,	PUNCT
cet-11032	101	40	p13	p13	NOUN
cet-11032	101	41	,	,	PUNCT
cet-11032	101	42	p16	p16	NOUN
cet-11032	101	43	,	,	PUNCT
cet-11032	101	44	t21	t21	PROPN
cet-11032	101	45	,	,	PUNCT
cet-11032	101	46	v26	v26	PROPN
cet-11032	101	47	163th	163th	PROPN
cet-11032	101	48	f4	f4	PROPN
cet-11032	101	49	,	,	PUNCT
cet-11032	101	50	p7	p7	PROPN
cet-11032	101	51	,	,	PUNCT
cet-11032	101	52	t9	t9	PROPN
cet-11032	101	53	,	,	PUNCT
cet-11032	101	54	p13	p13	NOUN
cet-11032	101	55	,	,	PUNCT
cet-11032	101	56	p16	p16	NOUN
cet-11032	101	57	,	,	PUNCT
cet-11032	101	58	t21	t21	PROPN
cet-11032	101	59	,	,	PUNCT
cet-11032	101	60	v26	v26	NOUN
cet-11032	101	61	164th	164th	NOUN
cet-11032	101	62	f4	f4	PROPN
cet-11032	101	63	,	,	PUNCT
cet-11032	101	64	p7	p7	PROPN
cet-11032	101	65	,	,	PUNCT
cet-11032	101	66	t9	t9	PROPN
cet-11032	101	67	,	,	PUNCT
cet-11032	101	68	p13	p13	NOUN
cet-11032	101	69	,	,	PUNCT
cet-11032	101	70	p16	p16	NOUN
cet-11032	101	71	,	,	PUNCT
cet-11032	101	72	t21	t21	PROPN
cet-11032	101	73	,	,	PUNCT
cet-11032	101	74	v26	v26	NOUN
cet-11032	101	75	165th	165th	ADJ
cet-11032	101	76	f4	f4	PROPN
cet-11032	101	77	,	,	PUNCT
cet-11032	101	78	p7	p7	PROPN
cet-11032	101	79	,	,	PUNCT
cet-11032	101	80	t9	t9	PROPN
cet-11032	101	81	,	,	PUNCT
cet-11032	101	82	p13	p13	NOUN
cet-11032	101	83	,	,	PUNCT
cet-11032	101	84	p16	p16	NOUN
cet-11032	101	85	,	,	PUNCT
cet-11032	101	86	t21	t21	PROPN
cet-11032	101	87	,	,	PUNCT
cet-11032	101	88	v26	v26	PROPN
cet-11032	101	89	166th	166th	PROPN
cet-11032	101	90	f4	f4	PROPN
cet-11032	101	91	,	,	PUNCT
cet-11032	101	92	p7	p7	PROPN
cet-11032	101	93	,	,	PUNCT
cet-11032	101	94	t9	t9	PROPN
cet-11032	101	95	,	,	PUNCT
cet-11032	101	96	t11	t11	NOUN
cet-11032	101	97	,	,	PUNCT
cet-11032	101	98	p13	p13	NOUN
cet-11032	101	99	,	,	PUNCT
cet-11032	101	100	p16	p16	NOUN
cet-11032	101	101	,	,	PUNCT
cet-11032	101	102	t21	t21	PROPN
cet-11032	101	103	,	,	PUNCT
cet-11032	101	104	v26	v26	NOUN
cet-11032	101	105	167th	167th	ADJ
cet-11032	101	106	f4	f4	PROPN
cet-11032	101	107	,	,	PUNCT
cet-11032	101	108	p7	p7	PROPN
cet-11032	101	109	,	,	PUNCT
cet-11032	101	110	t9	t9	PROPN
cet-11032	101	111	,	,	PUNCT
cet-11032	101	112	t11	t11	NOUN
cet-11032	101	113	,	,	PUNCT
cet-11032	101	114	p13	p13	NOUN
cet-11032	101	115	,	,	PUNCT
cet-11032	101	116	p16	p16	NOUN
cet-11032	101	117	,	,	PUNCT
cet-11032	101	118	t21	t21	PROPN
cet-11032	101	119	,	,	PUNCT
cet-11032	101	120	v26	v26	NOUN
cet-11032	101	121	,	,	PUNCT
cet-11032	101	122	v27	v27	ADJ
cet-11032	101	123	figure	figure	NOUN
cet-11032	101	124	5	5	NUM
cet-11032	101	125	:	:	PUNCT
cet-11032	101	126	ie	ie	X
cet-11032	101	127	value	value	NOUN
cet-11032	101	128	of	of	ADP
cet-11032	101	129	each	each	DET
cet-11032	101	130	variables	variable	NOUN
cet-11032	101	131	and	and	CCONJ
cet-11032	101	132	threshold	threshold	NOUN
cet-11032	101	133	since	since	SCONJ
cet-11032	101	134	the	the	DET
cet-11032	101	135	correlated	correlate	VERB
cet-11032	101	136	variables	variable	NOUN
cet-11032	101	137	to	to	ADP
cet-11032	101	138	the	the	DET
cet-11032	101	139	fault	fault	NOUN
cet-11032	101	140	is	be	AUX
cet-11032	101	141	selected	select	VERB
cet-11032	101	142	,	,	PUNCT
cet-11032	101	143	next	next	ADV
cet-11032	101	144	they	they	PRON
cet-11032	101	145	are	be	AUX
cet-11032	101	146	brought	bring	VERB
cet-11032	101	147	into	into	ADP
cet-11032	101	148	the	the	DET
cet-11032	101	149	sdg	sdg	NOUN
cet-11032	101	150	model	model	NOUN
cet-11032	101	151	established	establish	VERB
cet-11032	101	152	from	from	ADP
cet-11032	101	153	process	process	NOUN
cet-11032	101	154	knowledge	knowledge	NOUN
cet-11032	101	155	(	(	PUNCT
cet-11032	101	156	wan	wan	PROPN
cet-11032	101	157	y	y	PROPN
cet-11032	101	158	,	,	PUNCT
cet-11032	101	159	et	et	PROPN
cet-11032	101	160	al	al	PROPN
cet-11032	101	161	.	.	PROPN
cet-11032	101	162	,	,	PUNCT
cet-11032	101	163	2013	2013	NUM
cet-11032	101	164	)	)	PUNCT
cet-11032	101	165	to	to	PART
cet-11032	101	166	identify	identify	VERB
cet-11032	101	167	the	the	DET
cet-11032	101	168	root	root	NOUN
cet-11032	101	169	cause	cause	NOUN
cet-11032	101	170	.	.	PUNCT
cet-11032	102	1	as	as	SCONJ
cet-11032	102	2	mentioned	mention	VERB
cet-11032	102	3	previously	previously	ADV
cet-11032	102	4	,	,	PUNCT
cet-11032	102	5	the	the	DET
cet-11032	102	6	sdg	sdg	NOUN
cet-11032	102	7	model	model	NOUN
cet-11032	102	8	of	of	ADP
cet-11032	102	9	tep	tep	PROPN
cet-11032	102	10	is	be	AUX
cet-11032	102	11	established	establish	VERB
cet-11032	102	12	from	from	ADP
cet-11032	102	13	process	process	NOUN
cet-11032	102	14	knowledge	knowledge	NOUN
cet-11032	102	15	.	.	PUNCT
cet-11032	103	1	the	the	DET
cet-11032	103	2	final	final	ADJ
cet-11032	103	3	fault	fault	NOUN
cet-11032	103	4	diagnosis	diagnosis	NOUN
cet-11032	103	5	result	result	NOUN
cet-11032	103	6	is	be	AUX
cet-11032	103	7	shown	show	VERB
cet-11032	103	8	in	in	ADP
cet-11032	103	9	figure	figure	NOUN
cet-11032	103	10	6	6	NUM
cet-11032	103	11	.	.	PUNCT
cet-11032	104	1	the	the	DET
cet-11032	104	2	545	545	NUM
cet-11032	104	3	manipulated	manipulate	VERB
cet-11032	104	4	variable	variable	NOUN
cet-11032	104	5	a	a	PRON
cet-11032	104	6	and	and	CCONJ
cet-11032	104	7	c	c	NOUN
cet-11032	104	8	feed	feed	NOUN
cet-11032	104	9	flow	flow	NOUN
cet-11032	104	10	,	,	PUNCT
cet-11032	104	11	which	which	PRON
cet-11032	104	12	is	be	AUX
cet-11032	104	13	represented	represent	VERB
cet-11032	104	14	with	with	ADP
cet-11032	104	15	a	a	DET
cet-11032	104	16	red	red	ADJ
cet-11032	104	17	node	node	NOUN
cet-11032	104	18	,	,	PUNCT
cet-11032	104	19	is	be	AUX
cet-11032	104	20	diagnosed	diagnose	VERB
cet-11032	104	21	as	as	ADP
cet-11032	104	22	the	the	DET
cet-11032	104	23	root	root	NOUN
cet-11032	104	24	cause	cause	NOUN
cet-11032	104	25	of	of	ADP
cet-11032	104	26	this	this	DET
cet-11032	104	27	fault	fault	NOUN
cet-11032	104	28	because	because	SCONJ
cet-11032	104	29	there	there	PRON
cet-11032	104	30	is	be	VERB
cet-11032	104	31	no	no	DET
cet-11032	104	32	fault	fault	NOUN
cet-11032	104	33	input	input	NOUN
cet-11032	104	34	path	path	NOUN
cet-11032	104	35	about	about	ADP
cet-11032	104	36	it	it	PRON
cet-11032	104	37	.	.	PUNCT
cet-11032	105	1	the	the	DET
cet-11032	105	2	blue	blue	ADJ
cet-11032	105	3	nodes	node	NOUN
cet-11032	105	4	represent	represent	VERB
cet-11032	105	5	the	the	DET
cet-11032	105	6	variables	variable	NOUN
cet-11032	105	7	that	that	DET
cet-11032	105	8	fluctuate	fluctuate	NOUN
cet-11032	105	9	with	with	ADP
cet-11032	105	10	the	the	DET
cet-11032	105	11	spread	spread	NOUN
cet-11032	105	12	of	of	ADP
cet-11032	105	13	the	the	DET
cet-11032	105	14	fault	fault	NOUN
cet-11032	105	15	and	and	CCONJ
cet-11032	105	16	the	the	DET
cet-11032	105	17	variable	variable	NOUN
cet-11032	105	18	represented	represent	VERB
cet-11032	105	19	by	by	ADP
cet-11032	105	20	a	a	DET
cet-11032	105	21	green	green	ADJ
cet-11032	105	22	node	node	NOUN
cet-11032	105	23	is	be	AUX
cet-11032	105	24	the	the	DET
cet-11032	105	25	final	final	ADJ
cet-11032	105	26	result	result	NOUN
cet-11032	105	27	caused	cause	VERB
cet-11032	105	28	by	by	ADP
cet-11032	105	29	the	the	DET
cet-11032	105	30	fault	fault	NOUN
cet-11032	105	31	because	because	SCONJ
cet-11032	105	32	there	there	PRON
cet-11032	105	33	is	be	VERB
cet-11032	105	34	no	no	DET
cet-11032	105	35	fault	fault	NOUN
cet-11032	105	36	output	output	NOUN
cet-11032	105	37	path	path	NOUN
cet-11032	105	38	.	.	PUNCT
cet-11032	106	1	from	from	ADP
cet-11032	106	2	the	the	DET
cet-11032	106	3	description	description	NOUN
cet-11032	106	4	of	of	ADP
cet-11032	106	5	fault	fault	NOUN
cet-11032	106	6	7	7	NUM
cet-11032	106	7	,	,	PUNCT
cet-11032	106	8	the	the	DET
cet-11032	106	9	fault	fault	NOUN
cet-11032	106	10	occurs	occur	VERB
cet-11032	106	11	because	because	SCONJ
cet-11032	106	12	of	of	ADP
cet-11032	106	13	the	the	DET
cet-11032	106	14	loss	loss	NOUN
cet-11032	106	15	of	of	ADP
cet-11032	106	16	pressure	pressure	NOUN
cet-11032	106	17	in	in	ADP
cet-11032	106	18	reactant	reactant	NOUN
cet-11032	106	19	c	c	NOUN
cet-11032	106	20	,	,	PUNCT
cet-11032	106	21	which	which	PRON
cet-11032	106	22	can	can	AUX
cet-11032	106	23	serve	serve	VERB
cet-11032	106	24	as	as	ADP
cet-11032	106	25	a	a	DET
cet-11032	106	26	proof	proof	NOUN
cet-11032	106	27	of	of	ADP
cet-11032	106	28	the	the	DET
cet-11032	106	29	diagnosis	diagnosis	NOUN
cet-11032	106	30	result	result	NOUN
cet-11032	106	31	.	.	PUNCT
cet-11032	107	1	it	it	PRON
cet-11032	107	2	indicates	indicate	VERB
cet-11032	107	3	that	that	SCONJ
cet-11032	107	4	the	the	DET
cet-11032	107	5	proposed	propose	VERB
cet-11032	107	6	fault	fault	NOUN
cet-11032	107	7	diagnosis	diagnosis	NOUN
cet-11032	107	8	method	method	NOUN
cet-11032	107	9	can	can	AUX
cet-11032	107	10	be	be	AUX
cet-11032	107	11	applied	apply	VERB
cet-11032	107	12	to	to	PART
cet-11032	107	13	isolate	isolate	VERB
cet-11032	107	14	the	the	DET
cet-11032	107	15	root	root	NOUN
cet-11032	107	16	cause	cause	NOUN
cet-11032	107	17	and	and	CCONJ
cet-11032	107	18	identify	identify	VERB
cet-11032	107	19	the	the	DET
cet-11032	107	20	propagation	propagation	NOUN
cet-11032	107	21	path	path	NOUN
cet-11032	107	22	of	of	ADP
cet-11032	107	23	the	the	DET
cet-11032	107	24	faults	fault	NOUN
cet-11032	107	25	in	in	ADP
cet-11032	107	26	tep	tep	PROPN
cet-11032	107	27	.	.	PUNCT
cet-11032	108	1	figure	figure	VERB
cet-11032	108	2	6	6	NUM
cet-11032	108	3	:	:	PUNCT
cet-11032	108	4	propagation	propagation	NOUN
cet-11032	108	5	path	path	NOUN
cet-11032	108	6	result	result	NOUN
cet-11032	108	7	of	of	ADP
cet-11032	108	8	fault	fault	NOUN
cet-11032	108	9	7	7	NUM
cet-11032	108	10	5	5	NUM
cet-11032	108	11	.	.	PUNCT
cet-11032	109	1	conclusions	conclusion	NOUN
cet-11032	109	2	in	in	ADP
cet-11032	109	3	this	this	DET
cet-11032	109	4	work	work	NOUN
cet-11032	109	5	,	,	PUNCT
cet-11032	109	6	fault	fault	VERB
cet-11032	109	7	diagnosis	diagnosis	NOUN
cet-11032	109	8	based	base	VERB
cet-11032	109	9	on	on	ADP
cet-11032	109	10	ie	ie	ADV
cet-11032	109	11	and	and	CCONJ
cet-11032	109	12	sdg	sdg	NOUN
cet-11032	109	13	is	be	AUX
cet-11032	109	14	implemented	implement	VERB
cet-11032	109	15	and	and	CCONJ
cet-11032	109	16	tested	test	VERB
cet-11032	109	17	in	in	ADP
cet-11032	109	18	tep	tep	NOUN
cet-11032	109	19	.	.	PUNCT
cet-11032	110	1	the	the	DET
cet-11032	110	2	results	result	NOUN
cet-11032	110	3	of	of	ADP
cet-11032	110	4	correlated	correlate	VERB
cet-11032	110	5	variables	variable	NOUN
cet-11032	110	6	selection	selection	NOUN
cet-11032	110	7	by	by	ADP
cet-11032	110	8	ie	ie	ADV
cet-11032	110	9	at	at	ADP
cet-11032	110	10	different	different	ADJ
cet-11032	110	11	sample	sample	NOUN
cet-11032	110	12	points	point	NOUN
cet-11032	110	13	are	be	AUX
cet-11032	110	14	relatively	relatively	ADV
cet-11032	110	15	consistent	consistent	ADJ
cet-11032	110	16	compared	compare	VERB
cet-11032	110	17	with	with	ADP
cet-11032	110	18	contribution	contribution	NOUN
cet-11032	110	19	plots	plot	NOUN
cet-11032	110	20	method	method	NOUN
cet-11032	110	21	.	.	PUNCT
cet-11032	111	1	the	the	DET
cet-11032	111	2	propagation	propagation	NOUN
cet-11032	111	3	paths	path	NOUN
cet-11032	111	4	among	among	ADP
cet-11032	111	5	the	the	DET
cet-11032	111	6	selected	select	VERB
cet-11032	111	7	variables	variable	NOUN
cet-11032	111	8	are	be	AUX
cet-11032	111	9	identified	identify	VERB
cet-11032	111	10	by	by	ADP
cet-11032	111	11	sdg	sdg	PROPN
cet-11032	111	12	model	model	NOUN
cet-11032	111	13	.	.	PUNCT
cet-11032	112	1	by	by	ADP
cet-11032	112	2	combining	combine	VERB
cet-11032	112	3	process	process	NOUN
cet-11032	112	4	data	datum	NOUN
cet-11032	112	5	and	and	CCONJ
cet-11032	112	6	expert	expert	NOUN
cet-11032	112	7	knowledge	knowledge	NOUN
cet-11032	112	8	,	,	PUNCT
cet-11032	112	9	the	the	DET
cet-11032	112	10	root	root	NOUN
cet-11032	112	11	cause	cause	NOUN
cet-11032	112	12	of	of	ADP
cet-11032	112	13	process	process	NOUN
cet-11032	112	14	faults	fault	NOUN
cet-11032	112	15	in	in	ADP
cet-11032	112	16	tep	tep	PROPN
cet-11032	112	17	is	be	AUX
cet-11032	112	18	successfully	successfully	ADV
cet-11032	112	19	isolated	isolate	VERB
cet-11032	112	20	,	,	PUNCT
cet-11032	112	21	which	which	PRON
cet-11032	112	22	is	be	AUX
cet-11032	112	23	well	well	ADV
cet-11032	112	24	matched	match	VERB
cet-11032	112	25	with	with	ADP
cet-11032	112	26	the	the	DET
cet-11032	112	27	fault	fault	NOUN
cet-11032	112	28	description	description	NOUN
cet-11032	112	29	in	in	ADP
cet-11032	112	30	literature	literature	NOUN
cet-11032	112	31	.	.	PUNCT
cet-11032	113	1	since	since	SCONJ
cet-11032	113	2	the	the	DET
cet-11032	113	3	proposed	propose	VERB
cet-11032	113	4	method	method	NOUN
cet-11032	113	5	is	be	AUX
cet-11032	113	6	unsupervised	unsupervised	ADJ
cet-11032	113	7	,	,	PUNCT
cet-11032	113	8	where	where	SCONJ
cet-11032	113	9	process	process	NOUN
cet-11032	113	10	faults	fault	NOUN
cet-11032	113	11	do	do	AUX
cet-11032	113	12	not	not	PART
cet-11032	113	13	need	need	VERB
cet-11032	113	14	to	to	PART
cet-11032	113	15	be	be	AUX
cet-11032	113	16	defined	define	VERB
cet-11032	113	17	in	in	ADP
cet-11032	113	18	advance	advance	NOUN
cet-11032	113	19	,	,	PUNCT
cet-11032	113	20	the	the	DET
cet-11032	113	21	proposed	propose	VERB
cet-11032	113	22	method	method	NOUN
cet-11032	113	23	is	be	AUX
cet-11032	113	24	possible	possible	ADJ
cet-11032	113	25	to	to	PART
cet-11032	113	26	be	be	AUX
cet-11032	113	27	further	far	ADV
cet-11032	113	28	applied	apply	VERB
cet-11032	113	29	to	to	ADP
cet-11032	113	30	actual	actual	ADJ
cet-11032	113	31	industrial	industrial	ADJ
cet-11032	113	32	process	process	NOUN
cet-11032	113	33	.	.	PUNCT
cet-11032	114	1	however	however	ADV
cet-11032	114	2	,	,	PUNCT
cet-11032	114	3	there	there	PRON
cet-11032	114	4	are	be	VERB
cet-11032	114	5	certain	certain	ADJ
cet-11032	114	6	limitations	limitation	NOUN
cet-11032	114	7	and	and	CCONJ
cet-11032	114	8	challenges	challenge	NOUN
cet-11032	114	9	for	for	ADP
cet-11032	114	10	industrial	industrial	ADJ
cet-11032	114	11	applications	application	NOUN
cet-11032	114	12	,	,	PUNCT
cet-11032	114	13	as	as	SCONJ
cet-11032	114	14	the	the	DET
cet-11032	114	15	sdg	sdg	NOUN
cet-11032	114	16	model	model	NOUN
cet-11032	114	17	obtained	obtain	VERB
cet-11032	114	18	from	from	ADP
cet-11032	114	19	expert	expert	ADJ
cet-11032	114	20	knowledge	knowledge	NOUN
cet-11032	114	21	may	may	AUX
cet-11032	114	22	not	not	PART
cet-11032	114	23	be	be	AUX
cet-11032	114	24	valid	valid	ADJ
cet-11032	114	25	once	once	SCONJ
cet-11032	114	26	control	control	NOUN
cet-11032	114	27	strategy	strategy	NOUN
cet-11032	114	28	changes	change	NOUN
cet-11032	114	29	.	.	PUNCT
cet-11032	115	1	it	it	PRON
cet-11032	115	2	can	can	AUX
cet-11032	115	3	be	be	AUX
cet-11032	115	4	expected	expect	VERB
cet-11032	115	5	that	that	SCONJ
cet-11032	115	6	the	the	DET
cet-11032	115	7	fault	fault	NOUN
cet-11032	115	8	propagation	propagation	NOUN
cet-11032	115	9	path	path	NOUN
cet-11032	115	10	can	can	AUX
cet-11032	115	11	be	be	AUX
cet-11032	115	12	identified	identify	VERB
cet-11032	115	13	based	base	VERB
cet-11032	115	14	on	on	ADP
cet-11032	115	15	real	real	ADJ
cet-11032	115	16	time	time	NOUN
cet-11032	115	17	operation	operation	NOUN
cet-11032	115	18	data	datum	NOUN
cet-11032	115	19	with	with	ADP
cet-11032	115	20	more	more	ADV
cet-11032	115	21	efficient	efficient	ADJ
cet-11032	115	22	feature	feature	NOUN
cet-11032	115	23	extraction	extraction	NOUN
cet-11032	115	24	algorithms	algorithm	NOUN
cet-11032	115	25	.	.	PUNCT
cet-11032	116	1	acknowledgements	acknowledgement	NOUN
cet-11032	116	2	the	the	DET
cet-11032	116	3	authors	author	NOUN
cet-11032	116	4	gratefully	gratefully	ADV
cet-11032	116	5	acknowledge	acknowledge	VERB
cet-11032	116	6	the	the	DET
cet-11032	116	7	following	follow	VERB
cet-11032	116	8	institutions	institution	NOUN
cet-11032	116	9	for	for	ADP
cet-11032	116	10	support	support	NOUN
cet-11032	116	11	:	:	PUNCT
cet-11032	116	12	the	the	DET
cet-11032	116	13	national	national	ADJ
cet-11032	116	14	natural	natural	PROPN
cet-11032	116	15	science	science	PROPN
cet-11032	116	16	foundation	foundation	PROPN
cet-11032	116	17	of	of	ADP
cet-11032	116	18	china	china	PROPN
cet-11032	116	19	(	(	PUNCT
cet-11032	116	20	grant	grant	VERB
cet-11032	116	21	no	no	NOUN
cet-11032	116	22	.	.	NOUN
cet-11032	116	23	21878012	21878012	NUM
cet-11032	116	24	)	)	PUNCT
cet-11032	116	25	.	.	PUNCT
cet-11032	117	1	references	reference	NOUN
cet-11032	117	2	bathelt	bathelt	PROPN
cet-11032	117	3	a.	a.	PROPN
cet-11032	117	4	,	,	PUNCT
cet-11032	117	5	ricker	ricker	PROPN
cet-11032	117	6	n.l	n.l	PROPN
cet-11032	117	7	.	.	PROPN
cet-11032	117	8	,	,	PUNCT
cet-11032	117	9	jelali	jelali	PROPN
cet-11032	117	10	m.	m.	NOUN
cet-11032	117	11	,	,	PUNCT
cet-11032	117	12	2015	2015	NUM
cet-11032	117	13	,	,	PUNCT
cet-11032	117	14	revision	revision	NOUN
cet-11032	117	15	of	of	ADP
cet-11032	117	16	the	the	DET
cet-11032	117	17	tennessee	tennessee	PROPN
cet-11032	117	18	eastman	eastman	PROPN
cet-11032	117	19	process	process	NOUN
cet-11032	117	20	model	model	NOUN
cet-11032	117	21	,	,	PUNCT
cet-11032	117	22	ifac	ifac	NOUN
cet-11032	117	23	-	-	PUNCT
cet-11032	117	24	papers	paper	NOUN
cet-11032	117	25	online	online	ADV
cet-11032	117	26	,	,	PUNCT
cet-11032	117	27	48	48	NUM
cet-11032	117	28	(	(	PUNCT
cet-11032	117	29	8)	8)	NUM
cet-11032	117	30	,	,	PUNCT
cet-11032	117	31	309–314	309–314	NUM
cet-11032	117	32	.	.	PUNCT
cet-11032	118	1	braatz	braatz	PROPN
cet-11032	118	2	r.	r.	PROPN
cet-11032	118	3	,	,	PUNCT
cet-11032	118	4	the	the	DET
cet-11032	118	5	braatz	braatz	PROPN
cet-11032	118	6	research	research	NOUN
cet-11032	118	7	group	group	NOUN
cet-11032	118	8	,	,	PUNCT
cet-11032	118	9	2002	2002	NUM
cet-11032	118	10	,	,	PUNCT
cet-11032	118	11	te	te	AUX
cet-11032	118	12	process	process	NOUN
cet-11032	118	13	simulator	simulator	NOUN
cet-11032	118	14	software	software	NOUN
cet-11032	118	15	<	<	X
cet-11032	118	16	brahms.scs.uiuc.edu/lssrl/	brahms.scs.uiuc.edu/lssrl/	PROPN
cet-11032	118	17	software	software	NOUN
cet-11032	118	18	/	/	SYM
cet-11032	118	19	te_process	te_process	PROPN
cet-11032	118	20	>	>	X
cet-11032	118	21	accessed	access	VERB
cet-11032	118	22	03.12.2019	03.12.2019	PROPN
cet-11032	118	23	.	.	PUNCT
cet-11032	119	1	downs	downs	PROPN
cet-11032	119	2	j.	j.	PROPN
cet-11032	119	3	,	,	PUNCT
cet-11032	119	4	vogel	vogel	PROPN
cet-11032	119	5	e.	e.	PROPN
cet-11032	119	6	,	,	PUNCT
cet-11032	119	7	1993	1993	NUM
cet-11032	119	8	,	,	PUNCT
cet-11032	119	9	a	a	DET
cet-11032	119	10	plant	plant	NOUN
cet-11032	119	11	-	-	PUNCT
cet-11032	119	12	wide	wide	ADJ
cet-11032	119	13	industrial	industrial	ADJ
cet-11032	119	14	process	process	NOUN
cet-11032	119	15	control	control	NOUN
cet-11032	119	16	problem	problem	NOUN
cet-11032	119	17	,	,	PUNCT
cet-11032	119	18	computers	computer	NOUN
cet-11032	119	19	&	&	CCONJ
cet-11032	119	20	chemical	chemical	PROPN
cet-11032	119	21	engineering	engineering	PROPN
cet-11032	119	22	,	,	PUNCT
cet-11032	119	23	17	17	NUM
cet-11032	119	24	(	(	PUNCT
cet-11032	119	25	3	3	NUM
cet-11032	119	26	)	)	PUNCT
cet-11032	119	27	,	,	PUNCT
cet-11032	119	28	245–255	245–255	NUM
cet-11032	119	29	.	.	PUNCT
cet-11032	120	1	frank	frank	PROPN
cet-11032	120	2	p.m.	p.m.	NOUN
cet-11032	120	3	,	,	PUNCT
cet-11032	120	4	1990	1990	NUM
cet-11032	120	5	,	,	PUNCT
cet-11032	120	6	fault	fault	VERB
cet-11032	120	7	diagnosis	diagnosis	NOUN
cet-11032	120	8	in	in	ADP
cet-11032	120	9	dynamic	dynamic	ADJ
cet-11032	120	10	systems	system	NOUN
cet-11032	120	11	using	use	VERB
cet-11032	120	12	analytical	analytical	ADJ
cet-11032	120	13	and	and	CCONJ
cet-11032	120	14	knowledge	knowledge	NOUN
cet-11032	120	15	-	-	PUNCT
cet-11032	120	16	based	base	VERB
cet-11032	120	17	redundancy	redundancy	NOUN
cet-11032	120	18	:	:	PUNCT
cet-11032	120	19	a	a	DET
cet-11032	120	20	survey	survey	NOUN
cet-11032	120	21	and	and	CCONJ
cet-11032	120	22	some	some	DET
cet-11032	120	23	new	new	ADJ
cet-11032	120	24	results	result	NOUN
cet-11032	120	25	,	,	PUNCT
cet-11032	120	26	automatica	automatica	PROPN
cet-11032	120	27	,	,	PUNCT
cet-11032	120	28	26(3	26(3	NUM
cet-11032	120	29	)	)	PUNCT
cet-11032	120	30	,	,	PUNCT
cet-11032	120	31	459	459	NUM
cet-11032	120	32	-	-	SYM
cet-11032	120	33	474	474	NUM
cet-11032	120	34	.	.	PUNCT
cet-11032	121	1	ma	ma	PROPN
cet-11032	121	2	f.	f.	PROPN
cet-11032	121	3	,	,	PUNCT
cet-11032	121	4	han	han	PROPN
cet-11032	121	5	x.	x.	PROPN
cet-11032	121	6	,	,	PUNCT
cet-11032	121	7	lin	lin	PROPN
cet-11032	121	8	d.	d.	PROPN
cet-11032	121	9	,	,	PUNCT
cet-11032	121	10	zhong	zhong	PROPN
cet-11032	121	11	j.	j.	PROPN
cet-11032	121	12	,	,	PUNCT
cet-11032	121	13	wang	wang	PROPN
cet-11032	121	14	j.	j.	PROPN
cet-11032	121	15	,	,	PUNCT
cet-11032	121	16	sun	sun	PROPN
cet-11032	121	17	w.	w.	PROPN
cet-11032	121	18	,	,	PUNCT
cet-11032	121	19	2019	2019	NUM
cet-11032	121	20	,	,	PUNCT
cet-11032	121	21	early	early	ADJ
cet-11032	121	22	identification	identification	NOUN
cet-11032	121	23	of	of	ADP
cet-11032	121	24	process	process	NOUN
cet-11032	121	25	deviation	deviation	NOUN
cet-11032	121	26	based	base	VERB
cet-11032	121	27	on	on	ADP
cet-11032	121	28	the	the	DET
cet-11032	121	29	spatial	spatial	ADJ
cet-11032	121	30	correlation	correlation	NOUN
cet-11032	121	31	of	of	ADP
cet-11032	121	32	measurements	measurement	NOUN
cet-11032	121	33	,	,	PUNCT
cet-11032	121	34	chemical	chemical	ADJ
cet-11032	121	35	engineering	engineering	NOUN
cet-11032	121	36	transactions	transaction	NOUN
cet-11032	121	37	,	,	PUNCT
cet-11032	121	38	74	74	NUM
cet-11032	121	39	,	,	PUNCT
cet-11032	121	40	607	607	NUM
cet-11032	121	41	-	-	PUNCT
cet-11032	121	42	612	612	NUM
cet-11032	121	43	.	.	PUNCT
cet-11032	122	1	qin	qin	PROPN
cet-11032	122	2	s.j	s.j	PROPN
cet-11032	122	3	.	.	PROPN
cet-11032	122	4	,	,	PUNCT
cet-11032	122	5	2012	2012	NUM
cet-11032	122	6	,	,	PUNCT
cet-11032	122	7	survey	survey	NOUN
cet-11032	122	8	on	on	ADP
cet-11032	122	9	data	data	NOUN
cet-11032	122	10	-	-	PUNCT
cet-11032	122	11	driven	drive	VERB
cet-11032	122	12	industrial	industrial	ADJ
cet-11032	122	13	process	process	NOUN
cet-11032	122	14	monitoring	monitoring	NOUN
cet-11032	122	15	and	and	CCONJ
cet-11032	122	16	diagnosis	diagnosis	NOUN
cet-11032	122	17	,	,	PUNCT
cet-11032	122	18	annual	annual	ADJ
cet-11032	122	19	reviews	review	NOUN
cet-11032	122	20	in	in	ADP
cet-11032	122	21	control	control	NOUN
cet-11032	122	22	,	,	PUNCT
cet-11032	122	23	36(2	36(2	NUM
cet-11032	122	24	)	)	PUNCT
cet-11032	122	25	,	,	PUNCT
cet-11032	122	26	220	220	NUM
cet-11032	122	27	-	-	SYM
cet-11032	122	28	234	234	NUM
cet-11032	122	29	.	.	PUNCT
cet-11032	123	1	shannon	shannon	PROPN
cet-11032	123	2	c.e	c.e	PROPN
cet-11032	123	3	.	.	PROPN
cet-11032	123	4	,	,	PUNCT
cet-11032	123	5	1948	1948	NUM
cet-11032	123	6	,	,	PUNCT
cet-11032	123	7	a	a	DET
cet-11032	123	8	mathematical	mathematical	ADJ
cet-11032	123	9	theory	theory	NOUN
cet-11032	123	10	of	of	ADP
cet-11032	123	11	communication	communication	NOUN
cet-11032	123	12	,	,	PUNCT
cet-11032	123	13	bell	bell	PROPN
cet-11032	123	14	labs	labs	PROPN
cet-11032	123	15	technical	technical	PROPN
cet-11032	123	16	journal	journal	PROPN
cet-11032	123	17	,	,	PUNCT
cet-11032	123	18	27(4	27(4	PROPN
cet-11032	123	19	)	)	PUNCT
cet-11032	123	20	,	,	PUNCT
cet-11032	123	21	379	379	NUM
cet-11032	123	22	-	-	SYM
cet-11032	123	23	423	423	NUM
cet-11032	123	24	.	.	PUNCT
cet-11032	124	1	vedam	vedam	PROPN
cet-11032	124	2	h.	h.	PROPN
cet-11032	124	3	,	,	PUNCT
cet-11032	124	4	venkatasubramanian	venkatasubramanian	VERB
cet-11032	124	5	v.	v.	ADV
cet-11032	124	6	,	,	PUNCT
cet-11032	124	7	1999	1999	NUM
cet-11032	124	8	,	,	PUNCT
cet-11032	124	9	pca	pca	NOUN
cet-11032	124	10	-	-	PUNCT
cet-11032	124	11	sdg	sdg	NOUN
cet-11032	124	12	based	base	VERB
cet-11032	124	13	process	process	NOUN
cet-11032	124	14	monitoring	monitoring	NOUN
cet-11032	124	15	and	and	CCONJ
cet-11032	124	16	fault	fault	VERB
cet-11032	124	17	diagnosis	diagnosis	NOUN
cet-11032	124	18	,	,	PUNCT
cet-11032	124	19	control	control	NOUN
cet-11032	124	20	engineering	engineering	NOUN
cet-11032	124	21	practice	practice	NOUN
cet-11032	124	22	,	,	PUNCT
cet-11032	124	23	7(7	7(7	NUM
cet-11032	124	24	)	)	PUNCT
cet-11032	124	25	,	,	PUNCT
cet-11032	124	26	903	903	NUM
cet-11032	124	27	-	-	SYM
cet-11032	124	28	917	917	NUM
cet-11032	124	29	.	.	PUNCT
cet-11032	125	1	wan	wan	PROPN
cet-11032	125	2	y.	y.	PROPN
cet-11032	125	3	,	,	PUNCT
cet-11032	125	4	yang	yang	PROPN
cet-11032	125	5	f.	f.	PROPN
cet-11032	125	6	,	,	PUNCT
cet-11032	125	7	lv	lv	PROPN
cet-11032	125	8	n.	n.	PROPN
cet-11032	125	9	,	,	PUNCT
cet-11032	125	10	xu	xu	PROPN
cet-11032	125	11	h.	h.	PROPN
cet-11032	125	12	,	,	PUNCT
cet-11032	125	13	ye	ye	PROPN
cet-11032	125	14	h.	h.	PROPN
cet-11032	125	15	,	,	PUNCT
cet-11032	125	16	li	li	PROPN
cet-11032	125	17	w.	w.	PROPN
cet-11032	125	18	,	,	PUNCT
cet-11032	125	19	xu	xu	PROPN
cet-11032	126	1	p.	p.	PROPN
cet-11032	126	2	,	,	PUNCT
cet-11032	126	3	song	song	PROPN
cet-11032	126	4	l.	l.	PROPN
cet-11032	126	5	,	,	PUNCT
cet-11032	126	6	adam	adam	PROPN
cet-11032	126	7	k.u	k.u	PROPN
cet-11032	126	8	.	.	PROPN
cet-11032	126	9	,	,	PUNCT
cet-11032	126	10	2013	2013	NUM
cet-11032	126	11	,	,	PUNCT
cet-11032	126	12	statistical	statistical	ADJ
cet-11032	126	13	root	root	NOUN
cet-11032	126	14	cause	cause	VERB
cet-11032	126	15	analysis	analysis	NOUN
cet-11032	126	16	of	of	ADP
cet-11032	126	17	novel	novel	ADJ
cet-11032	126	18	faults	fault	NOUN
cet-11032	126	19	based	base	VERB
cet-11032	126	20	on	on	ADP
cet-11032	126	21	digraph	digraph	NOUN
cet-11032	126	22	models	model	NOUN
cet-11032	126	23	,	,	PUNCT
cet-11032	126	24	chemical	chemical	NOUN
cet-11032	126	25	engineering	engineering	NOUN
cet-11032	126	26	research	research	NOUN
cet-11032	126	27	and	and	CCONJ
cet-11032	126	28	design	design	NOUN
cet-11032	126	29	,	,	PUNCT
cet-11032	126	30	91(1	91(1	NUM
cet-11032	126	31	)	)	PUNCT
cet-11032	126	32	,	,	PUNCT
cet-11032	126	33	87	87	NUM
cet-11032	126	34	-	-	SYM
cet-11032	126	35	99	99	NUM
cet-11032	126	36	.	.	PUNCT
cet-11032	127	1	546	546	NUM