id	sid	tid	token	lemma	pos
ap-8214	1	1	acta	acta	PROPN
ap-8214	1	2	polytechnica	polytechnica	PROPN
ap-8214	1	3	https://doi.org/10.14311/ap.2023.63.0001	https://doi.org/10.14311/ap.2023.63.0001	PROPN
ap-8214	1	4	acta	acta	PROPN
ap-8214	1	5	polytechnica	polytechnica	PROPN
ap-8214	1	6	63(1):1–10	63(1):1–10	NOUN
ap-8214	1	7	,	,	PUNCT
ap-8214	1	8	2023	2023	NUM
ap-8214	1	9	©	©	ADP
ap-8214	1	10	2023	2023	NUM
ap-8214	1	11	the	the	DET
ap-8214	1	12	author(s	author(s	NOUN
ap-8214	1	13	)	)	PUNCT
ap-8214	1	14	.	.	PUNCT
ap-8214	2	1	licensed	license	VERB
ap-8214	2	2	under	under	ADP
ap-8214	2	3	a	a	DET
ap-8214	2	4	cc	cc	NOUN
ap-8214	2	5	-	-	PUNCT
ap-8214	2	6	by	by	ADP
ap-8214	2	7	4.0	4.0	NUM
ap-8214	2	8	licence	licence	NOUN
ap-8214	2	9	published	publish	VERB
ap-8214	2	10	by	by	ADP
ap-8214	2	11	the	the	DET
ap-8214	2	12	czech	czech	PROPN
ap-8214	2	13	technical	technical	PROPN
ap-8214	2	14	university	university	PROPN
ap-8214	2	15	in	in	ADP
ap-8214	2	16	prague	prague	PROPN
ap-8214	2	17	induction	induction	NOUN
ap-8214	2	18	motor	motor	NOUN
ap-8214	2	19	mechanical	mechanical	ADJ
ap-8214	2	20	defect	defect	NOUN
ap-8214	2	21	diagnosis	diagnosis	NOUN
ap-8214	2	22	using	use	VERB
ap-8214	2	23	dwt	dwt	NOUN
ap-8214	2	24	under	under	ADP
ap-8214	2	25	different	different	ADJ
ap-8214	2	26	loading	loading	NOUN
ap-8214	2	27	levels	level	NOUN
ap-8214	2	28	ahcene	ahcene	VERB
ap-8214	2	29	bouzidaa,∗	bouzidaa,∗	NOUN
ap-8214	2	30	,	,	PUNCT
ap-8214	2	31	radia	radia	PROPN
ap-8214	2	32	abdellib	abdellib	PROPN
ap-8214	2	33	,	,	PUNCT
ap-8214	2	34	aimad	aimad	PROPN
ap-8214	2	35	boudoudac	boudoudac	PROPN
ap-8214	2	36	a	a	DET
ap-8214	2	37	university	university	NOUN
ap-8214	2	38	of	of	ADP
ap-8214	2	39	bouira	bouira	PROPN
ap-8214	2	40	,	,	PUNCT
ap-8214	2	41	faculty	faculty	NOUN
ap-8214	2	42	of	of	ADP
ap-8214	2	43	sciences	science	NOUN
ap-8214	2	44	and	and	CCONJ
ap-8214	2	45	applied	apply	VERB
ap-8214	2	46	sciences	science	NOUN
ap-8214	2	47	,	,	PUNCT
ap-8214	2	48	department	department	NOUN
ap-8214	2	49	of	of	ADP
ap-8214	2	50	electrical	electrical	ADJ
ap-8214	2	51	engineering	engineering	NOUN
ap-8214	2	52	,	,	PUNCT
ap-8214	2	53	10000	10000	NUM
ap-8214	2	54	,	,	PUNCT
ap-8214	2	55	bouira	bouira	PROPN
ap-8214	2	56	,	,	PUNCT
ap-8214	2	57	algeria	algeria	PROPN
ap-8214	2	58	b	b	PROPN
ap-8214	2	59	university	university	PROPN
ap-8214	2	60	of	of	ADP
ap-8214	2	61	bejaia	bejaia	NOUN
ap-8214	2	62	,	,	PUNCT
ap-8214	2	63	faculty	faculty	NOUN
ap-8214	2	64	of	of	ADP
ap-8214	2	65	technology	technology	NOUN
ap-8214	2	66	,	,	PUNCT
ap-8214	2	67	department	department	NOUN
ap-8214	2	68	of	of	ADP
ap-8214	2	69	electrical	electrical	ADJ
ap-8214	2	70	engineering	engineering	NOUN
ap-8214	2	71	,	,	PUNCT
ap-8214	2	72	06000	06000	NUM
ap-8214	2	73	,	,	PUNCT
ap-8214	2	74	bejaia	bejaia	NOUN
ap-8214	2	75	,	,	PUNCT
ap-8214	2	76	algeria	algeria	PROPN
ap-8214	2	77	c	c	PROPN
ap-8214	2	78	university	university	PROPN
ap-8214	2	79	of	of	ADP
ap-8214	2	80	boumerdes	boumerdes	PROPN
ap-8214	2	81	,	,	PUNCT
ap-8214	2	82	faculty	faculty	NOUN
ap-8214	2	83	of	of	ADP
ap-8214	2	84	technology	technology	NOUN
ap-8214	2	85	,	,	PUNCT
ap-8214	2	86	laboratoire	laboratoire	PROPN
ap-8214	2	87	ingénierie	ingénierie	PROPN
ap-8214	2	88	des	des	PROPN
ap-8214	2	89	systèmes	systèmes	X
ap-8214	2	90	et	et	NOUN
ap-8214	2	91	télécommunications	télécommunication	NOUN
ap-8214	2	92	(	(	PUNCT
ap-8214	2	93	list	list	NOUN
ap-8214	2	94	)	)	PUNCT
ap-8214	2	95	,	,	PUNCT
ap-8214	2	96	35000	35000	NUM
ap-8214	2	97	,	,	PUNCT
ap-8214	2	98	boumerdes	boumerdes	PROPN
ap-8214	2	99	,	,	PUNCT
ap-8214	2	100	algeria	algeria	PROPN
ap-8214	2	101	∗	∗	NOUN
ap-8214	2	102	corresponding	correspond	VERB
ap-8214	2	103	author	author	NOUN
ap-8214	2	104	:	:	PUNCT
ap-8214	2	105	a.bouzida@univ-bouira.dz	a.bouzida@univ-bouira.dz	X
ap-8214	3	1	abstract	abstract	ADJ
ap-8214	3	2	.	.	PUNCT
ap-8214	4	1	the	the	DET
ap-8214	4	2	information	information	NOUN
ap-8214	4	3	extraction	extraction	NOUN
ap-8214	4	4	capability	capability	NOUN
ap-8214	4	5	of	of	ADP
ap-8214	4	6	the	the	DET
ap-8214	4	7	widely	widely	ADV
ap-8214	4	8	used	use	VERB
ap-8214	4	9	signal	signal	NOUN
ap-8214	4	10	processing	processing	NOUN
ap-8214	4	11	tool	tool	NOUN
ap-8214	4	12	,	,	PUNCT
ap-8214	4	13	fft	fft	NOUN
ap-8214	4	14	for	for	ADP
ap-8214	4	15	diagnosing	diagnose	VERB
ap-8214	4	16	induction	induction	NOUN
ap-8214	4	17	machines	machine	NOUN
ap-8214	4	18	,	,	PUNCT
ap-8214	4	19	is	be	AUX
ap-8214	4	20	commonly	commonly	ADV
ap-8214	4	21	used	use	VERB
ap-8214	4	22	at	at	ADP
ap-8214	4	23	a	a	DET
ap-8214	4	24	constant	constant	ADJ
ap-8214	4	25	load	load	NOUN
ap-8214	4	26	or	or	CCONJ
ap-8214	4	27	at	at	ADP
ap-8214	4	28	different	different	ADJ
ap-8214	4	29	levels	level	NOUN
ap-8214	4	30	.	.	PUNCT
ap-8214	5	1	the	the	DET
ap-8214	5	2	loading	loading	NOUN
ap-8214	5	3	level	level	NOUN
ap-8214	5	4	is	be	AUX
ap-8214	5	5	a	a	DET
ap-8214	5	6	major	major	ADJ
ap-8214	5	7	influencing	influence	VERB
ap-8214	5	8	factor	factor	NOUN
ap-8214	5	9	in	in	ADP
ap-8214	5	10	the	the	DET
ap-8214	5	11	diagnostic	diagnostic	ADJ
ap-8214	5	12	process	process	NOUN
ap-8214	5	13	when	when	SCONJ
ap-8214	5	14	the	the	DET
ap-8214	5	15	coupled	couple	VERB
ap-8214	5	16	load	load	NOUN
ap-8214	5	17	and	and	CCONJ
ap-8214	5	18	the	the	DET
ap-8214	5	19	machine	machine	NOUN
ap-8214	5	20	come	come	VERB
ap-8214	5	21	with	with	ADP
ap-8214	5	22	natural	natural	ADJ
ap-8214	5	23	mechanical	mechanical	ADJ
ap-8214	5	24	imperfections	imperfection	NOUN
ap-8214	5	25	,	,	PUNCT
ap-8214	5	26	and	and	CCONJ
ap-8214	5	27	at	at	ADP
ap-8214	5	28	a	a	DET
ap-8214	5	29	low	low	ADJ
ap-8214	5	30	load	load	NOUN
ap-8214	5	31	,	,	PUNCT
ap-8214	5	32	the	the	DET
ap-8214	5	33	mechanical	mechanical	ADJ
ap-8214	5	34	faults	fault	NOUN
ap-8214	5	35	harmonics	harmonic	NOUN
ap-8214	5	36	are	be	AUX
ap-8214	5	37	strongly	strongly	ADV
ap-8214	5	38	influenced	influence	VERB
ap-8214	5	39	.	.	PUNCT
ap-8214	6	1	in	in	ADP
ap-8214	6	2	this	this	DET
ap-8214	6	3	context	context	NOUN
ap-8214	6	4	,	,	PUNCT
ap-8214	6	5	the	the	DET
ap-8214	6	6	main	main	ADJ
ap-8214	6	7	objective	objective	NOUN
ap-8214	6	8	of	of	ADP
ap-8214	6	9	this	this	DET
ap-8214	6	10	work	work	NOUN
ap-8214	6	11	is	be	AUX
ap-8214	6	12	the	the	DET
ap-8214	6	13	detection	detection	NOUN
ap-8214	6	14	of	of	ADP
ap-8214	6	15	the	the	DET
ap-8214	6	16	mechanical	mechanical	ADJ
ap-8214	6	17	faults	fault	NOUN
ap-8214	6	18	and	and	CCONJ
ap-8214	6	19	the	the	DET
ap-8214	6	20	study	study	NOUN
ap-8214	6	21	of	of	ADP
ap-8214	6	22	the	the	DET
ap-8214	6	23	effect	effect	NOUN
ap-8214	6	24	of	of	ADP
ap-8214	6	25	the	the	DET
ap-8214	6	26	loading	loading	NOUN
ap-8214	6	27	level	level	NOUN
ap-8214	6	28	on	on	ADP
ap-8214	6	29	the	the	DET
ap-8214	6	30	induction	induction	NOUN
ap-8214	6	31	motor	motor	NOUN
ap-8214	6	32	diagnostic	diagnostic	ADJ
ap-8214	6	33	process	process	NOUN
ap-8214	6	34	.	.	PUNCT
ap-8214	7	1	we	we	PRON
ap-8214	7	2	have	have	AUX
ap-8214	7	3	employed	employ	VERB
ap-8214	7	4	a	a	DET
ap-8214	7	5	diagnosis	diagnosis	NOUN
ap-8214	7	6	method	method	NOUN
ap-8214	7	7	based	base	VERB
ap-8214	7	8	on	on	ADP
ap-8214	7	9	discrete	discrete	ADJ
ap-8214	7	10	wavelet	wavelet	NOUN
ap-8214	7	11	transform	transform	NOUN
ap-8214	7	12	(	(	PUNCT
ap-8214	7	13	dwt	dwt	NOUN
ap-8214	7	14	)	)	PUNCT
ap-8214	7	15	for	for	ADP
ap-8214	7	16	the	the	DET
ap-8214	7	17	multi	multi	ADJ
ap-8214	7	18	-	-	ADJ
ap-8214	7	19	level	level	ADJ
ap-8214	7	20	decomposition	decomposition	NOUN
ap-8214	7	21	of	of	ADP
ap-8214	7	22	stator	stator	NOUN
ap-8214	7	23	current	current	ADJ
ap-8214	7	24	and	and	CCONJ
ap-8214	7	25	extracting	extract	VERB
ap-8214	7	26	the	the	DET
ap-8214	7	27	fault	fault	NOUN
ap-8214	7	28	’s	’s	PART
ap-8214	7	29	energy	energy	NOUN
ap-8214	7	30	stored	store	VERB
ap-8214	7	31	over	over	ADP
ap-8214	7	32	a	a	DET
ap-8214	7	33	wide	wide	ADJ
ap-8214	7	34	frequency	frequency	NOUN
ap-8214	7	35	range	range	NOUN
ap-8214	7	36	.	.	PUNCT
ap-8214	8	1	the	the	DET
ap-8214	8	2	proposed	propose	VERB
ap-8214	8	3	approach	approach	NOUN
ap-8214	8	4	has	have	AUX
ap-8214	8	5	been	be	AUX
ap-8214	8	6	experimentally	experimentally	ADV
ap-8214	8	7	tested	test	VERB
ap-8214	8	8	on	on	ADP
ap-8214	8	9	a	a	DET
ap-8214	8	10	faulty	faulty	ADJ
ap-8214	8	11	machine	machine	NOUN
ap-8214	8	12	with	with	ADP
ap-8214	8	13	dynamic	dynamic	ADJ
ap-8214	8	14	eccentricity	eccentricity	NOUN
ap-8214	8	15	and	and	CCONJ
ap-8214	8	16	a	a	DET
ap-8214	8	17	shaft	shaft	NOUN
ap-8214	8	18	misalignment	misalignment	NOUN
ap-8214	8	19	for	for	ADP
ap-8214	8	20	three	three	NUM
ap-8214	8	21	loading	loading	NOUN
ap-8214	8	22	levels	level	NOUN
ap-8214	8	23	.	.	PUNCT
ap-8214	9	1	the	the	DET
ap-8214	9	2	proposed	propose	VERB
ap-8214	9	3	method	method	NOUN
ap-8214	9	4	is	be	AUX
ap-8214	9	5	experimentally	experimentally	ADV
ap-8214	9	6	tested	test	VERB
ap-8214	9	7	and	and	CCONJ
ap-8214	9	8	the	the	DET
ap-8214	9	9	results	result	NOUN
ap-8214	9	10	are	be	AUX
ap-8214	9	11	provided	provide	VERB
ap-8214	9	12	to	to	PART
ap-8214	9	13	verify	verify	VERB
ap-8214	9	14	the	the	DET
ap-8214	9	15	effectiveness	effectiveness	NOUN
ap-8214	9	16	of	of	ADP
ap-8214	9	17	the	the	DET
ap-8214	9	18	fault	fault	NOUN
ap-8214	9	19	detection	detection	NOUN
ap-8214	9	20	and	and	CCONJ
ap-8214	9	21	to	to	PART
ap-8214	9	22	point	point	VERB
ap-8214	9	23	out	out	ADP
ap-8214	9	24	the	the	DET
ap-8214	9	25	importance	importance	NOUN
ap-8214	9	26	of	of	ADP
ap-8214	9	27	the	the	DET
ap-8214	9	28	coupled	couple	VERB
ap-8214	9	29	load	load	NOUN
ap-8214	9	30	.	.	PUNCT
ap-8214	10	1	keywords	keyword	NOUN
ap-8214	10	2	:	:	PUNCT
ap-8214	10	3	induction	induction	NOUN
ap-8214	10	4	motor	motor	NOUN
ap-8214	10	5	,	,	PUNCT
ap-8214	10	6	fault	fault	NOUN
ap-8214	10	7	diagnosis	diagnosis	NOUN
ap-8214	10	8	,	,	PUNCT
ap-8214	10	9	eccentricity	eccentricity	NOUN
ap-8214	10	10	,	,	PUNCT
ap-8214	10	11	misalignment	misalignment	NOUN
ap-8214	10	12	,	,	PUNCT
ap-8214	10	13	dwt	dwt	NOUN
ap-8214	10	14	,	,	PUNCT
ap-8214	10	15	energy	energy	NOUN
ap-8214	10	16	,	,	PUNCT
ap-8214	10	17	loading	loading	NOUN
ap-8214	10	18	levels	level	NOUN
ap-8214	10	19	.	.	PUNCT
ap-8214	11	1	1	1	X
ap-8214	11	2	.	.	X
ap-8214	11	3	introduction	introduction	NOUN
ap-8214	11	4	incorrect	incorrect	ADJ
ap-8214	11	5	configuration	configuration	NOUN
ap-8214	11	6	of	of	ADP
ap-8214	11	7	the	the	DET
ap-8214	11	8	electrical	electrical	ADJ
ap-8214	11	9	circuit	circuit	NOUN
ap-8214	11	10	and	and	CCONJ
ap-8214	11	11	mechanical	mechanical	ADJ
ap-8214	11	12	faults	fault	NOUN
ap-8214	11	13	in	in	ADP
ap-8214	11	14	industrial	industrial	ADJ
ap-8214	11	15	induction	induction	NOUN
ap-8214	11	16	machines	machine	NOUN
ap-8214	11	17	can	can	AUX
ap-8214	11	18	lead	lead	VERB
ap-8214	11	19	to	to	ADP
ap-8214	11	20	serious	serious	ADJ
ap-8214	11	21	economic	economic	ADJ
ap-8214	11	22	losses	loss	NOUN
ap-8214	11	23	,	,	PUNCT
ap-8214	11	24	as	as	ADV
ap-8214	11	25	well	well	ADV
ap-8214	11	26	as	as	ADP
ap-8214	11	27	other	other	ADJ
ap-8214	11	28	losses	loss	NOUN
ap-8214	11	29	in	in	ADP
ap-8214	11	30	less	less	ADJ
ap-8214	11	31	tangible	tangible	ADJ
ap-8214	11	32	terms	term	NOUN
ap-8214	11	33	.	.	PUNCT
ap-8214	12	1	if	if	SCONJ
ap-8214	12	2	the	the	DET
ap-8214	12	3	stator	stator	NOUN
ap-8214	12	4	or	or	CCONJ
ap-8214	12	5	rotor	rotor	NOUN
ap-8214	12	6	are	be	AUX
ap-8214	12	7	incorrectly	incorrectly	ADV
ap-8214	12	8	diagnosed	diagnose	VERB
ap-8214	12	9	and	and	CCONJ
ap-8214	12	10	interpreted	interpret	VERB
ap-8214	12	11	as	as	ADP
ap-8214	12	12	faulty	faulty	ADJ
ap-8214	12	13	(	(	PUNCT
ap-8214	12	14	wrong	wrong	ADJ
ap-8214	12	15	diagnostic	diagnostic	ADJ
ap-8214	12	16	decision	decision	NOUN
ap-8214	12	17	)	)	PUNCT
ap-8214	12	18	,	,	PUNCT
ap-8214	12	19	there	there	PRON
ap-8214	12	20	will	will	AUX
ap-8214	12	21	be	be	AUX
ap-8214	12	22	important	important	ADJ
ap-8214	12	23	costs	cost	NOUN
ap-8214	12	24	added	add	VERB
ap-8214	12	25	from	from	ADP
ap-8214	12	26	the	the	DET
ap-8214	12	27	unnecessary	unnecessary	ADJ
ap-8214	12	28	maintenance	maintenance	NOUN
ap-8214	12	29	operation	operation	NOUN
ap-8214	12	30	,	,	PUNCT
ap-8214	12	31	disassembly	disassembly	NOUN
ap-8214	12	32	of	of	ADP
ap-8214	12	33	the	the	DET
ap-8214	12	34	motor	motor	NOUN
ap-8214	12	35	,	,	PUNCT
ap-8214	12	36	or	or	CCONJ
ap-8214	12	37	from	from	ADP
ap-8214	12	38	a	a	DET
ap-8214	12	39	false	false	ADJ
ap-8214	12	40	positive	positive	ADJ
ap-8214	12	41	decision	decision	NOUN
ap-8214	12	42	which	which	PRON
ap-8214	12	43	leads	lead	VERB
ap-8214	12	44	to	to	ADP
ap-8214	12	45	a	a	DET
ap-8214	12	46	halt	halt	NOUN
ap-8214	12	47	of	of	ADP
ap-8214	12	48	the	the	DET
ap-8214	12	49	entire	entire	ADJ
ap-8214	12	50	production	production	NOUN
ap-8214	12	51	process	process	NOUN
ap-8214	12	52	.	.	PUNCT
ap-8214	13	1	in	in	ADP
ap-8214	13	2	addition	addition	NOUN
ap-8214	13	3	,	,	PUNCT
ap-8214	13	4	the	the	DET
ap-8214	13	5	credibility	credibility	NOUN
ap-8214	13	6	and	and	CCONJ
ap-8214	13	7	the	the	DET
ap-8214	13	8	efficiency	efficiency	NOUN
ap-8214	13	9	of	of	ADP
ap-8214	13	10	maintenance	maintenance	NOUN
ap-8214	13	11	operations	operation	NOUN
ap-8214	13	12	and	and	CCONJ
ap-8214	13	13	technicians	technician	NOUN
ap-8214	13	14	can	can	AUX
ap-8214	13	15	be	be	AUX
ap-8214	13	16	seriously	seriously	ADV
ap-8214	13	17	compromised	compromise	VERB
ap-8214	13	18	.	.	PUNCT
ap-8214	14	1	in	in	ADP
ap-8214	14	2	the	the	DET
ap-8214	14	3	opposite	opposite	ADJ
ap-8214	14	4	case	case	NOUN
ap-8214	14	5	,	,	PUNCT
ap-8214	14	6	if	if	SCONJ
ap-8214	14	7	the	the	DET
ap-8214	14	8	machine	machine	NOUN
ap-8214	14	9	is	be	AUX
ap-8214	14	10	identified	identify	VERB
ap-8214	14	11	as	as	ADP
ap-8214	14	12	healthy	healthy	ADJ
ap-8214	14	13	(	(	PUNCT
ap-8214	14	14	false	false	ADJ
ap-8214	14	15	negative	negative	NOUN
ap-8214	14	16	)	)	PUNCT
ap-8214	14	17	,	,	PUNCT
ap-8214	14	18	the	the	DET
ap-8214	14	19	fault	fault	NOUN
ap-8214	14	20	can	can	AUX
ap-8214	14	21	aggravate	aggravate	VERB
ap-8214	14	22	and	and	CCONJ
ap-8214	14	23	an	an	DET
ap-8214	14	24	accelerate	accelerate	NOUN
ap-8214	14	25	the	the	DET
ap-8214	14	26	degradation	degradation	NOUN
ap-8214	14	27	of	of	ADP
ap-8214	14	28	the	the	DET
ap-8214	14	29	machine	machine	NOUN
ap-8214	14	30	and	and	CCONJ
ap-8214	14	31	the	the	DET
ap-8214	14	32	coupled	couple	VERB
ap-8214	14	33	load	load	NOUN
ap-8214	14	34	may	may	AUX
ap-8214	14	35	occur	occur	VERB
ap-8214	14	36	.	.	PUNCT
ap-8214	15	1	this	this	DET
ap-8214	15	2	degraded	degraded	ADJ
ap-8214	15	3	operation	operation	NOUN
ap-8214	15	4	can	can	AUX
ap-8214	15	5	result	result	VERB
ap-8214	15	6	in	in	ADP
ap-8214	15	7	even	even	ADV
ap-8214	15	8	higher	high	ADJ
ap-8214	15	9	economic	economic	ADJ
ap-8214	15	10	costs	cost	NOUN
ap-8214	15	11	,	,	PUNCT
ap-8214	15	12	the	the	DET
ap-8214	15	13	consequences	consequence	NOUN
ap-8214	15	14	of	of	ADP
ap-8214	15	15	unplanned	unplanned	ADJ
ap-8214	15	16	shutdowns	shutdown	NOUN
ap-8214	15	17	of	of	ADP
ap-8214	15	18	production	production	NOUN
ap-8214	15	19	,	,	PUNCT
ap-8214	15	20	risks	risk	NOUN
ap-8214	15	21	to	to	ADP
ap-8214	15	22	the	the	DET
ap-8214	15	23	safety	safety	NOUN
ap-8214	15	24	of	of	ADP
ap-8214	15	25	users	user	NOUN
ap-8214	15	26	and	and	CCONJ
ap-8214	15	27	damage	damage	NOUN
ap-8214	15	28	to	to	ADP
ap-8214	15	29	the	the	DET
ap-8214	15	30	company	company	NOUN
ap-8214	15	31	’s	’s	PART
ap-8214	15	32	reputation	reputation	NOUN
ap-8214	15	33	.	.	PUNCT
ap-8214	16	1	these	these	DET
ap-8214	16	2	consequences	consequence	NOUN
ap-8214	16	3	resulting	result	VERB
ap-8214	16	4	from	from	ADP
ap-8214	16	5	an	an	DET
ap-8214	16	6	incorrect	incorrect	ADJ
ap-8214	16	7	diagnosis	diagnosis	NOUN
ap-8214	16	8	of	of	ADP
ap-8214	16	9	the	the	DET
ap-8214	16	10	state	state	NOUN
ap-8214	16	11	of	of	ADP
ap-8214	16	12	the	the	DET
ap-8214	16	13	machine	machine	NOUN
ap-8214	16	14	are	be	AUX
ap-8214	16	15	not	not	PART
ap-8214	16	16	at	at	ADV
ap-8214	16	17	all	all	ADV
ap-8214	16	18	negligible	negligible	ADJ
ap-8214	16	19	,	,	PUNCT
ap-8214	16	20	at	at	ADP
ap-8214	16	21	least	least	ADJ
ap-8214	16	22	when	when	SCONJ
ap-8214	16	23	using	use	VERB
ap-8214	16	24	the	the	DET
ap-8214	16	25	techniques	technique	NOUN
ap-8214	16	26	commonly	commonly	ADV
ap-8214	16	27	used	use	VERB
ap-8214	16	28	in	in	ADP
ap-8214	16	29	the	the	DET
ap-8214	16	30	industry	industry	NOUN
ap-8214	16	31	.	.	PUNCT
ap-8214	17	1	the	the	DET
ap-8214	17	2	most	most	ADV
ap-8214	17	3	frequently	frequently	ADV
ap-8214	17	4	used	use	VERB
ap-8214	17	5	methods	method	NOUN
ap-8214	17	6	of	of	ADP
ap-8214	17	7	diagnosis	diagnosis	NOUN
ap-8214	17	8	of	of	ADP
ap-8214	17	9	mechanical	mechanical	ADJ
ap-8214	17	10	and	and	CCONJ
ap-8214	17	11	electrical	electrical	ADJ
ap-8214	17	12	defects	defect	NOUN
ap-8214	17	13	in	in	ADP
ap-8214	17	14	the	the	DET
ap-8214	17	15	industry	industry	NOUN
ap-8214	17	16	are	be	AUX
ap-8214	17	17	derived	derive	VERB
ap-8214	17	18	from	from	ADP
ap-8214	17	19	the	the	DET
ap-8214	17	20	technique	technique	NOUN
ap-8214	17	21	of	of	ADP
ap-8214	17	22	motor	motor	NOUN
ap-8214	17	23	current	current	ADJ
ap-8214	17	24	signature	signature	NOUN
ap-8214	17	25	analysis	analysis	NOUN
ap-8214	17	26	(	(	PUNCT
ap-8214	17	27	mcsa	mcsa	PROPN
ap-8214	17	28	)	)	PUNCT
ap-8214	17	29	when	when	SCONJ
ap-8214	17	30	the	the	DET
ap-8214	17	31	defects	defect	NOUN
ap-8214	17	32	are	be	AUX
ap-8214	17	33	classified	classify	VERB
ap-8214	17	34	as	as	ADP
ap-8214	17	35	electrical	electrical	ADJ
ap-8214	17	36	faults	fault	NOUN
ap-8214	17	37	and	and	CCONJ
ap-8214	17	38	can	can	AUX
ap-8214	17	39	be	be	AUX
ap-8214	17	40	easily	easily	ADV
ap-8214	17	41	detected	detect	VERB
ap-8214	17	42	by	by	ADP
ap-8214	17	43	analysing	analyse	VERB
ap-8214	17	44	the	the	DET
ap-8214	17	45	electrical	electrical	ADJ
ap-8214	17	46	signature	signature	NOUN
ap-8214	18	1	[	[	X
ap-8214	18	2	1–4	1–4	NOUN
ap-8214	18	3	]	]	X
ap-8214	18	4	.	.	PUNCT
ap-8214	19	1	this	this	DET
ap-8214	19	2	technique	technique	NOUN
ap-8214	19	3	is	be	AUX
ap-8214	19	4	often	often	ADV
ap-8214	19	5	used	use	VERB
ap-8214	19	6	to	to	PART
ap-8214	19	7	analyse	analyse	VERB
ap-8214	19	8	the	the	DET
ap-8214	19	9	stator	stator	NOUN
ap-8214	19	10	current	current	ADJ
ap-8214	19	11	,	,	PUNCT
ap-8214	19	12	vibration	vibration	NOUN
ap-8214	19	13	,	,	PUNCT
ap-8214	19	14	or	or	CCONJ
ap-8214	19	15	torque	torque	NOUN
ap-8214	19	16	acquired	acquire	VERB
ap-8214	19	17	during	during	ADP
ap-8214	19	18	operation	operation	NOUN
ap-8214	19	19	using	use	VERB
ap-8214	19	20	the	the	DET
ap-8214	19	21	fast	fast	ADJ
ap-8214	19	22	fourier	fourier	NOUN
ap-8214	19	23	transform	transform	NOUN
ap-8214	19	24	(	(	PUNCT
ap-8214	19	25	fft	fft	PROPN
ap-8214	19	26	)	)	PUNCT
ap-8214	19	27	.	.	PUNCT
ap-8214	20	1	the	the	DET
ap-8214	20	2	principle	principle	NOUN
ap-8214	20	3	of	of	ADP
ap-8214	20	4	this	this	DET
ap-8214	20	5	method	method	NOUN
ap-8214	20	6	is	be	AUX
ap-8214	20	7	based	base	VERB
ap-8214	20	8	on	on	ADP
ap-8214	20	9	the	the	DET
ap-8214	20	10	evaluation	evaluation	NOUN
ap-8214	20	11	of	of	ADP
ap-8214	20	12	the	the	DET
ap-8214	20	13	amplitudes	amplitude	NOUN
ap-8214	20	14	of	of	ADP
ap-8214	20	15	a	a	DET
ap-8214	20	16	predefined	predefine	VERB
ap-8214	20	17	frequency	frequency	NOUN
ap-8214	20	18	component	component	NOUN
ap-8214	20	19	linked	link	VERB
ap-8214	20	20	to	to	ADP
ap-8214	20	21	faults	fault	NOUN
ap-8214	20	22	.	.	PUNCT
ap-8214	21	1	in	in	ADP
ap-8214	21	2	general	general	ADJ
ap-8214	21	3	,	,	PUNCT
ap-8214	21	4	induction	induction	NOUN
ap-8214	21	5	machines	machine	NOUN
ap-8214	21	6	have	have	VERB
ap-8214	21	7	two	two	NUM
ap-8214	21	8	ranges	range	NOUN
ap-8214	21	9	of	of	ADP
ap-8214	21	10	frequencies	frequency	NOUN
ap-8214	21	11	that	that	PRON
ap-8214	21	12	can	can	AUX
ap-8214	21	13	be	be	AUX
ap-8214	21	14	affected	affect	VERB
ap-8214	21	15	by	by	ADP
ap-8214	21	16	faults	fault	NOUN
ap-8214	21	17	,	,	PUNCT
ap-8214	21	18	the	the	DET
ap-8214	21	19	first	first	ADJ
ap-8214	21	20	one	one	NOUN
ap-8214	21	21	is	be	AUX
ap-8214	21	22	located	locate	VERB
ap-8214	21	23	in	in	ADP
ap-8214	21	24	the	the	DET
ap-8214	21	25	low	low	ADJ
ap-8214	21	26	frequency	frequency	NOUN
ap-8214	21	27	band	band	NOUN
ap-8214	21	28	and	and	CCONJ
ap-8214	21	29	the	the	DET
ap-8214	21	30	second	second	ADJ
ap-8214	21	31	one	one	NUM
ap-8214	21	32	in	in	ADP
ap-8214	21	33	the	the	DET
ap-8214	21	34	high	high	ADJ
ap-8214	21	35	band	band	NOUN
ap-8214	21	36	.	.	PUNCT
ap-8214	22	1	therefore	therefore	ADV
ap-8214	22	2	,	,	PUNCT
ap-8214	22	3	the	the	DET
ap-8214	22	4	tracking	tracking	NOUN
ap-8214	22	5	of	of	ADP
ap-8214	22	6	these	these	DET
ap-8214	22	7	components	component	NOUN
ap-8214	22	8	without	without	ADP
ap-8214	22	9	a	a	DET
ap-8214	22	10	constant	constant	ADJ
ap-8214	22	11	load	load	NOUN
ap-8214	22	12	and	and	CCONJ
ap-8214	22	13	mixed	mixed	ADJ
ap-8214	22	14	faults	fault	NOUN
ap-8214	22	15	makes	make	VERB
ap-8214	22	16	the	the	DET
ap-8214	22	17	diagnostic	diagnostic	ADJ
ap-8214	22	18	process	process	NOUN
ap-8214	22	19	very	very	ADV
ap-8214	22	20	difficult	difficult	ADJ
ap-8214	22	21	and	and	CCONJ
ap-8214	22	22	prone	prone	ADJ
ap-8214	22	23	to	to	ADP
ap-8214	22	24	errors	error	NOUN
ap-8214	22	25	.	.	PUNCT
ap-8214	23	1	otherwise	otherwise	ADV
ap-8214	23	2	,	,	PUNCT
ap-8214	23	3	the	the	DET
ap-8214	23	4	diagnosis	diagnosis	NOUN
ap-8214	23	5	at	at	ADP
ap-8214	23	6	the	the	DET
ap-8214	23	7	low	low	ADJ
ap-8214	23	8	loading	loading	NOUN
ap-8214	23	9	level	level	NOUN
ap-8214	23	10	is	be	AUX
ap-8214	23	11	different	different	ADJ
ap-8214	23	12	from	from	ADP
ap-8214	23	13	the	the	DET
ap-8214	23	14	higher	high	ADJ
ap-8214	23	15	loading	loading	NOUN
ap-8214	23	16	level	level	NOUN
ap-8214	23	17	because	because	SCONJ
ap-8214	23	18	of	of	ADP
ap-8214	23	19	the	the	DET
ap-8214	23	20	variation	variation	NOUN
ap-8214	23	21	of	of	ADP
ap-8214	23	22	fault	fault	NOUN
ap-8214	23	23	harmonics	harmonic	NOUN
ap-8214	23	24	with	with	ADP
ap-8214	23	25	slip	slip	NOUN
ap-8214	23	26	and	and	CCONJ
ap-8214	23	27	the	the	DET
ap-8214	23	28	amplitude	amplitude	NOUN
ap-8214	23	29	of	of	ADP
ap-8214	23	30	space	space	NOUN
ap-8214	23	31	harmonics	harmonic	NOUN
ap-8214	23	32	.	.	PUNCT
ap-8214	24	1	for	for	ADP
ap-8214	24	2	a	a	DET
ap-8214	24	3	diagnosis	diagnosis	NOUN
ap-8214	24	4	of	of	ADP
ap-8214	24	5	mechanical	mechanical	ADJ
ap-8214	24	6	faults	fault	NOUN
ap-8214	24	7	,	,	PUNCT
ap-8214	24	8	such	such	ADJ
ap-8214	24	9	as	as	ADP
ap-8214	24	10	rotor	rotor	NOUN
ap-8214	24	11	asymmetries	asymmetry	NOUN
ap-8214	24	12	,	,	PUNCT
ap-8214	24	13	load	load	NOUN
ap-8214	24	14	oscillations	oscillation	NOUN
ap-8214	24	15	,	,	PUNCT
ap-8214	24	16	and	and	CCONJ
ap-8214	24	17	misalignments	misalignment	NOUN
ap-8214	24	18	using	use	VERB
ap-8214	24	19	the	the	DET
ap-8214	24	20	lower	low	ADJ
ap-8214	24	21	sideband	sideband	ADJ
ap-8214	24	22	harmonic	harmonic	NOUN
ap-8214	24	23	(	(	PUNCT
ap-8214	24	24	lsh	lsh	PROPN
ap-8214	24	25	)	)	PUNCT
ap-8214	24	26	based	base	VERB
ap-8214	24	27	approach	approach	NOUN
ap-8214	24	28	,	,	PUNCT
ap-8214	24	29	it	it	PRON
ap-8214	24	30	is	be	AUX
ap-8214	24	31	difficult	difficult	ADJ
ap-8214	24	32	to	to	PART
ap-8214	24	33	decide	decide	VERB
ap-8214	24	34	whether	whether	SCONJ
ap-8214	24	35	the	the	DET
ap-8214	24	36	machine	machine	NOUN
ap-8214	24	37	is	be	AUX
ap-8214	24	38	in	in	ADP
ap-8214	24	39	a	a	DET
ap-8214	24	40	fault	fault	NOUN
ap-8214	24	41	condition	condition	NOUN
ap-8214	24	42	or	or	CCONJ
ap-8214	24	43	not	not	PART
ap-8214	24	44	[	[	X
ap-8214	24	45	5–7	5–7	NOUN
ap-8214	24	46	]	]	PUNCT
ap-8214	24	47	.	.	PUNCT
ap-8214	25	1	the	the	DET
ap-8214	25	2	presence	presence	NOUN
ap-8214	25	3	of	of	ADP
ap-8214	25	4	various	various	ADJ
ap-8214	25	5	phenomena	phenomenon	NOUN
ap-8214	25	6	in	in	ADP
ap-8214	25	7	induction	induction	NOUN
ap-8214	25	8	motors	motor	NOUN
ap-8214	25	9	,	,	PUNCT
ap-8214	25	10	such	such	ADJ
ap-8214	25	11	as	as	ADP
ap-8214	25	12	load	load	NOUN
ap-8214	25	13	torque	torque	NOUN
ap-8214	25	14	oscillations	oscillation	NOUN
ap-8214	25	15	and	and	CCONJ
ap-8214	25	16	voltage	voltage	NOUN
ap-8214	25	17	fluctuations	fluctuation	NOUN
ap-8214	25	18	,	,	PUNCT
ap-8214	25	19	make	make	VERB
ap-8214	25	20	the	the	DET
ap-8214	25	21	diagnostic	diagnostic	ADJ
ap-8214	25	22	process	process	NOUN
ap-8214	25	23	notably	notably	ADV
ap-8214	25	24	difficult	difficult	ADJ
ap-8214	25	25	[	[	X
ap-8214	25	26	8–10	8–10	NOUN
ap-8214	25	27	]	]	PUNCT
ap-8214	25	28	.	.	PUNCT
ap-8214	26	1	despite	despite	SCONJ
ap-8214	26	2	the	the	DET
ap-8214	26	3	prevalence	prevalence	NOUN
ap-8214	26	4	of	of	ADP
ap-8214	26	5	this	this	DET
ap-8214	26	6	circumstance	circumstance	NOUN
ap-8214	26	7	,	,	PUNCT
ap-8214	26	8	however	however	ADV
ap-8214	26	9	,	,	PUNCT
ap-8214	26	10	researchers	researcher	NOUN
ap-8214	26	11	have	have	AUX
ap-8214	26	12	rarely	rarely	ADV
ap-8214	26	13	probed	probe	VERB
ap-8214	26	14	the	the	DET
ap-8214	26	15	correlation	correlation	NOUN
ap-8214	26	16	between	between	ADP
ap-8214	26	17	the	the	DET
ap-8214	26	18	presence	presence	NOUN
ap-8214	26	19	of	of	ADP
ap-8214	26	20	these	these	DET
ap-8214	26	21	phenomena	phenomenon	NOUN
ap-8214	26	22	and	and	CCONJ
ap-8214	26	23	the	the	DET
ap-8214	26	24	defect	defect	NOUN
ap-8214	26	25	in	in	ADP
ap-8214	26	26	the	the	DET
ap-8214	26	27	machine	machine	NOUN
ap-8214	26	28	.	.	PUNCT
ap-8214	27	1	mills	mill	NOUN
ap-8214	27	2	,	,	PUNCT
ap-8214	27	3	compressors	compressor	NOUN
ap-8214	27	4	,	,	PUNCT
ap-8214	27	5	and	and	CCONJ
ap-8214	27	6	other	other	ADJ
ap-8214	27	7	machines	machine	NOUN
ap-8214	27	8	that	that	PRON
ap-8214	27	9	introduce	introduce	VERB
ap-8214	27	10	torque	torque	NOUN
ap-8214	27	11	oscillations	oscillation	NOUN
ap-8214	27	12	often	often	ADV
ap-8214	27	13	use	use	VERB
ap-8214	27	14	induction	induction	NOUN
ap-8214	27	15	motors	motor	NOUN
ap-8214	27	16	with	with	ADP
ap-8214	27	17	a	a	DET
ap-8214	27	18	degree	degree	NOUN
ap-8214	27	19	of	of	ADP
ap-8214	27	20	eccentricity	eccentricity	NOUN
ap-8214	27	21	or	or	CCONJ
ap-8214	27	22	even	even	ADV
ap-8214	27	23	with	with	ADP
ap-8214	27	24	misalignment	misalignment	NOUN
ap-8214	27	25	[	[	X
ap-8214	27	26	8	8	NUM
ap-8214	27	27	]	]	PUNCT
ap-8214	27	28	.	.	PUNCT
ap-8214	28	1	in	in	ADP
ap-8214	28	2	these	these	DET
ap-8214	28	3	instances	instance	NOUN
ap-8214	28	4	,	,	PUNCT
ap-8214	28	5	1	1	NUM
ap-8214	28	6	https://doi.org/10.14311/ap.2023.63.0001	https://doi.org/10.14311/ap.2023.63.0001	NOUN
ap-8214	28	7	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ap-8214	28	8	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
ap-8214	28	9	a.	a.	NOUN
ap-8214	28	10	bouzida	bouzida	PROPN
ap-8214	28	11	,	,	PUNCT
ap-8214	28	12	r.	r.	PROPN
ap-8214	28	13	abdelli	abdelli	ADV
ap-8214	28	14	,	,	PUNCT
ap-8214	28	15	a.	a.	PROPN
ap-8214	28	16	boudouda	boudouda	PROPN
ap-8214	28	17	acta	acta	PROPN
ap-8214	28	18	polytechnica	polytechnica	PROPN
ap-8214	28	19	the	the	DET
ap-8214	28	20	implementation	implementation	NOUN
ap-8214	28	21	of	of	ADP
ap-8214	28	22	the	the	DET
ap-8214	28	23	classical	classical	ADJ
ap-8214	28	24	fft	fft	NOUN
ap-8214	28	25	method	method	NOUN
ap-8214	28	26	imposes	impose	VERB
ap-8214	28	27	significant	significant	ADJ
ap-8214	28	28	limits	limit	NOUN
ap-8214	28	29	;	;	PUNCT
ap-8214	28	30	the	the	DET
ap-8214	28	31	frequencies	frequency	NOUN
ap-8214	28	32	induced	induce	VERB
ap-8214	28	33	by	by	ADP
ap-8214	28	34	load	load	NOUN
ap-8214	28	35	torque	torque	NOUN
ap-8214	28	36	fluctuations	fluctuation	NOUN
ap-8214	28	37	and	and	CCONJ
ap-8214	28	38	level	level	NOUN
ap-8214	28	39	may	may	AUX
ap-8214	28	40	be	be	AUX
ap-8214	28	41	identical	identical	ADJ
ap-8214	28	42	to	to	PART
ap-8214	28	43	fault	fault	VERB
ap-8214	28	44	-	-	PUNCT
ap-8214	28	45	related	relate	VERB
ap-8214	28	46	frequencies	frequency	NOUN
ap-8214	28	47	and	and	CCONJ
ap-8214	28	48	magnitudes	magnitude	NOUN
ap-8214	28	49	[	[	X
ap-8214	28	50	11	11	NUM
ap-8214	28	51	]	]	PUNCT
ap-8214	28	52	,	,	PUNCT
ap-8214	28	53	resulting	result	VERB
ap-8214	28	54	in	in	ADP
ap-8214	28	55	a	a	DET
ap-8214	28	56	wrong	wrong	ADJ
ap-8214	28	57	diagnostic	diagnostic	ADJ
ap-8214	28	58	decision	decision	NOUN
ap-8214	28	59	.	.	PUNCT
ap-8214	29	1	the	the	DET
ap-8214	29	2	similarities	similarity	NOUN
ap-8214	29	3	between	between	ADP
ap-8214	29	4	the	the	DET
ap-8214	29	5	fft	fft	PROPN
ap-8214	29	6	spectra	spectra	NOUN
ap-8214	29	7	of	of	ADP
ap-8214	29	8	a	a	DET
ap-8214	29	9	faulty	faulty	ADJ
ap-8214	29	10	motor	motor	NOUN
ap-8214	29	11	and	and	CCONJ
ap-8214	29	12	the	the	DET
ap-8214	29	13	same	same	ADJ
ap-8214	29	14	motor	motor	NOUN
ap-8214	29	15	in	in	ADP
ap-8214	29	16	a	a	DET
ap-8214	29	17	healthy	healthy	ADJ
ap-8214	29	18	condition	condition	NOUN
ap-8214	29	19	but	but	CCONJ
ap-8214	29	20	operated	operate	VERB
ap-8214	29	21	under	under	ADP
ap-8214	29	22	high	high	ADJ
ap-8214	29	23	load	load	NOUN
ap-8214	29	24	and	and	CCONJ
ap-8214	29	25	oscillating	oscillate	VERB
ap-8214	29	26	load	load	NOUN
ap-8214	29	27	torque	torque	NOUN
ap-8214	29	28	can	can	AUX
ap-8214	29	29	result	result	VERB
ap-8214	29	30	in	in	ADP
ap-8214	29	31	such	such	DET
ap-8214	29	32	a	a	DET
ap-8214	29	33	wrong	wrong	ADJ
ap-8214	29	34	decision	decision	NOUN
ap-8214	29	35	.	.	PUNCT
ap-8214	30	1	the	the	DET
ap-8214	30	2	obvious	obvious	ADJ
ap-8214	30	3	similarity	similarity	NOUN
ap-8214	30	4	in	in	ADP
ap-8214	30	5	spectral	spectral	ADJ
ap-8214	30	6	analysis	analysis	NOUN
ap-8214	30	7	could	could	AUX
ap-8214	30	8	lead	lead	VERB
ap-8214	30	9	to	to	ADP
ap-8214	30	10	an	an	DET
ap-8214	30	11	inaccurate	inaccurate	ADJ
ap-8214	30	12	diagnosis	diagnosis	NOUN
ap-8214	30	13	.	.	PUNCT
ap-8214	31	1	due	due	ADP
ap-8214	31	2	to	to	ADP
ap-8214	31	3	these	these	DET
ap-8214	31	4	disadvantages	disadvantage	NOUN
ap-8214	31	5	,	,	PUNCT
ap-8214	31	6	alternate	alternate	ADJ
ap-8214	31	7	approaches	approach	NOUN
ap-8214	31	8	to	to	ADP
ap-8214	31	9	diagnosis	diagnosis	NOUN
ap-8214	31	10	based	base	VERB
ap-8214	31	11	on	on	ADP
ap-8214	31	12	techniques	technique	NOUN
ap-8214	31	13	,	,	PUNCT
ap-8214	31	14	such	such	ADJ
ap-8214	31	15	as	as	ADP
ap-8214	31	16	the	the	DET
ap-8214	31	17	discrete	discrete	ADJ
ap-8214	31	18	wavelet	wavelet	NOUN
ap-8214	31	19	transform	transform	NOUN
ap-8214	31	20	(	(	PUNCT
ap-8214	31	21	dwt	dwt	NOUN
ap-8214	31	22	)	)	PUNCT
ap-8214	31	23	for	for	ADP
ap-8214	31	24	the	the	DET
ap-8214	31	25	analysis	analysis	NOUN
ap-8214	31	26	of	of	ADP
ap-8214	31	27	the	the	DET
ap-8214	31	28	stator	stator	NOUN
ap-8214	31	29	current	current	NOUN
ap-8214	31	30	under	under	ADP
ap-8214	31	31	wide	wide	ADJ
ap-8214	31	32	frequency	frequency	NOUN
ap-8214	31	33	band	band	NOUN
ap-8214	31	34	,	,	PUNCT
ap-8214	31	35	becomes	become	VERB
ap-8214	31	36	acceptable	acceptable	ADJ
ap-8214	31	37	in	in	ADP
ap-8214	31	38	this	this	DET
ap-8214	31	39	situation	situation	NOUN
ap-8214	31	40	[	[	X
ap-8214	31	41	12	12	NUM
ap-8214	31	42	,	,	PUNCT
ap-8214	31	43	13	13	NUM
ap-8214	31	44	]	]	PUNCT
ap-8214	31	45	.	.	PUNCT
ap-8214	32	1	a	a	DET
ap-8214	32	2	proposed	propose	VERB
ap-8214	32	3	works	work	NOUN
ap-8214	32	4	in	in	ADP
ap-8214	32	5	[	[	X
ap-8214	32	6	14	14	NUM
ap-8214	32	7	,	,	PUNCT
ap-8214	32	8	15	15	NUM
ap-8214	32	9	]	]	PUNCT
ap-8214	32	10	,	,	PUNCT
ap-8214	32	11	present	present	VERB
ap-8214	32	12	an	an	DET
ap-8214	32	13	effective	effective	ADJ
ap-8214	32	14	machine	machine	NOUN
ap-8214	32	15	-	-	PUNCT
ap-8214	32	16	learning	learning	NOUN
ap-8214	32	17	-	-	PUNCT
ap-8214	32	18	based	base	VERB
ap-8214	32	19	fault	fault	NOUN
ap-8214	32	20	diagnosis	diagnosis	NOUN
ap-8214	32	21	method	method	NOUN
ap-8214	32	22	,	,	PUNCT
ap-8214	32	23	developed	develop	VERB
ap-8214	32	24	for	for	ADP
ap-8214	32	25	induction	induction	NOUN
ap-8214	32	26	motors	motor	NOUN
ap-8214	32	27	driven	drive	VERB
ap-8214	32	28	by	by	ADP
ap-8214	32	29	variable	variable	ADJ
ap-8214	32	30	frequency	frequency	NOUN
ap-8214	32	31	drives	drive	NOUN
ap-8214	32	32	(	(	PUNCT
ap-8214	32	33	vfds	vfds	NOUN
ap-8214	32	34	)	)	PUNCT
ap-8214	32	35	.	.	PUNCT
ap-8214	33	1	two	two	NUM
ap-8214	33	2	identical	identical	ADJ
ap-8214	33	3	induction	induction	NOUN
ap-8214	33	4	motors	motor	NOUN
ap-8214	33	5	under	under	ADP
ap-8214	33	6	healthy	healthy	ADJ
ap-8214	33	7	,	,	PUNCT
ap-8214	33	8	single	single	ADJ
ap-8214	33	9	,	,	PUNCT
ap-8214	33	10	and	and	CCONJ
ap-8214	33	11	multi	multi	ADJ
ap-8214	33	12	-	-	ADJ
ap-8214	33	13	fault	fault	ADJ
ap-8214	33	14	conditions	condition	NOUN
ap-8214	33	15	were	be	AUX
ap-8214	33	16	tested	test	VERB
ap-8214	33	17	in	in	ADP
ap-8214	33	18	the	the	DET
ap-8214	33	19	lab	lab	NOUN
ap-8214	33	20	.	.	PUNCT
ap-8214	34	1	a	a	DET
ap-8214	34	2	signal	signal	ADJ
ap-8214	34	3	processing	processing	NOUN
ap-8214	34	4	technique	technique	NOUN
ap-8214	34	5	,	,	PUNCT
ap-8214	34	6	the	the	DET
ap-8214	34	7	discrete	discrete	ADJ
ap-8214	34	8	wavelet	wavelet	NOUN
ap-8214	34	9	transform	transform	NOUN
ap-8214	34	10	,	,	PUNCT
ap-8214	34	11	is	be	AUX
ap-8214	34	12	chosen	choose	VERB
ap-8214	34	13	to	to	PART
ap-8214	34	14	extract	extract	VERB
ap-8214	34	15	features	feature	NOUN
ap-8214	34	16	for	for	ADP
ap-8214	34	17	machine	machine	NOUN
ap-8214	34	18	learning	learning	NOUN
ap-8214	34	19	.	.	PUNCT
ap-8214	35	1	the	the	DET
ap-8214	35	2	derived	derive	VERB
ap-8214	35	3	dwt	dwt	NOUN
ap-8214	35	4	diagnosis	diagnosis	NOUN
ap-8214	35	5	method	method	NOUN
ap-8214	35	6	is	be	AUX
ap-8214	35	7	proposed	propose	VERB
ap-8214	35	8	to	to	PART
ap-8214	35	9	detect	detect	VERB
ap-8214	35	10	and	and	CCONJ
ap-8214	35	11	locate	locate	VERB
ap-8214	35	12	the	the	DET
ap-8214	35	13	insulated	insulated	ADJ
ap-8214	35	14	gate	gate	NOUN
ap-8214	35	15	bipolar	bipolar	ADJ
ap-8214	35	16	translator	translator	NOUN
ap-8214	35	17	opencircuit	opencircuit	VERB
ap-8214	35	18	fault	fault	NOUN
ap-8214	35	19	.	.	PUNCT
ap-8214	36	1	the	the	DET
ap-8214	36	2	discrete	discrete	ADJ
ap-8214	36	3	wavelet	wavelet	NOUN
ap-8214	36	4	transform	transform	NOUN
ap-8214	36	5	is	be	AUX
ap-8214	36	6	used	use	VERB
ap-8214	36	7	as	as	ADP
ap-8214	36	8	a	a	DET
ap-8214	36	9	pre	pre	ADJ
ap-8214	36	10	-	-	ADJ
ap-8214	36	11	treatment	treatment	ADJ
ap-8214	36	12	technique	technique	NOUN
ap-8214	36	13	for	for	ADP
ap-8214	36	14	three	three	NUM
ap-8214	36	15	-	-	PUNCT
ap-8214	36	16	phase	phase	NOUN
ap-8214	36	17	output	output	NOUN
ap-8214	36	18	currents	current	NOUN
ap-8214	36	19	.	.	PUNCT
ap-8214	37	1	euclidean	euclidean	ADJ
ap-8214	37	2	distance	distance	NOUN
ap-8214	37	3	between	between	ADP
ap-8214	37	4	every	every	DET
ap-8214	37	5	two	two	NUM
ap-8214	37	6	of	of	ADP
ap-8214	37	7	the	the	DET
ap-8214	37	8	energy	energy	NOUN
ap-8214	37	9	vectors	vector	NOUN
ap-8214	37	10	are	be	AUX
ap-8214	37	11	calculated	calculate	VERB
ap-8214	37	12	for	for	ADP
ap-8214	37	13	measuring	measure	VERB
ap-8214	37	14	the	the	DET
ap-8214	37	15	current	current	ADJ
ap-8214	37	16	similarity	similarity	NOUN
ap-8214	37	17	[	[	X
ap-8214	37	18	16	16	NUM
ap-8214	37	19	]	]	PUNCT
ap-8214	37	20	.	.	PUNCT
ap-8214	38	1	in	in	ADP
ap-8214	38	2	this	this	DET
ap-8214	38	3	study	study	NOUN
ap-8214	38	4	,	,	PUNCT
ap-8214	38	5	we	we	PRON
ap-8214	38	6	present	present	VERB
ap-8214	38	7	a	a	DET
ap-8214	38	8	technique	technique	NOUN
ap-8214	38	9	for	for	ADP
ap-8214	38	10	diagnosing	diagnose	VERB
ap-8214	38	11	mechanical	mechanical	ADJ
ap-8214	38	12	faults	fault	NOUN
ap-8214	38	13	in	in	ADP
ap-8214	38	14	induction	induction	NOUN
ap-8214	38	15	machines	machine	NOUN
ap-8214	38	16	.	.	PUNCT
ap-8214	39	1	the	the	DET
ap-8214	39	2	method	method	NOUN
ap-8214	39	3	is	be	AUX
ap-8214	39	4	contrasted	contrast	VERB
ap-8214	39	5	with	with	ADP
ap-8214	39	6	the	the	DET
ap-8214	39	7	standard	standard	ADJ
ap-8214	39	8	decomposition	decomposition	NOUN
ap-8214	39	9	in	in	ADP
ap-8214	39	10	multi	multi	NOUN
ap-8214	39	11	-	-	NOUN
ap-8214	39	12	levels	level	NOUN
ap-8214	39	13	via	via	ADP
ap-8214	39	14	dwt	dwt	PROPN
ap-8214	39	15	of	of	ADP
ap-8214	39	16	the	the	DET
ap-8214	39	17	stator	stator	NOUN
ap-8214	39	18	current	current	NOUN
ap-8214	39	19	in	in	ADP
ap-8214	39	20	a	a	DET
ap-8214	39	21	steady	steady	ADJ
ap-8214	39	22	state	state	NOUN
ap-8214	39	23	,	,	PUNCT
ap-8214	39	24	and	and	CCONJ
ap-8214	39	25	additional	additional	ADJ
ap-8214	39	26	steps	step	NOUN
ap-8214	39	27	are	be	AUX
ap-8214	39	28	required	require	VERB
ap-8214	39	29	to	to	PART
ap-8214	39	30	determine	determine	VERB
ap-8214	39	31	the	the	DET
ap-8214	39	32	energy	energy	NOUN
ap-8214	39	33	associated	associate	VERB
ap-8214	39	34	with	with	ADP
ap-8214	39	35	each	each	DET
ap-8214	39	36	level	level	NOUN
ap-8214	39	37	of	of	ADP
ap-8214	39	38	decomposition	decomposition	NOUN
ap-8214	39	39	[	[	X
ap-8214	39	40	12	12	NUM
ap-8214	39	41	,	,	PUNCT
ap-8214	39	42	13	13	NUM
ap-8214	39	43	]	]	PUNCT
ap-8214	39	44	.	.	PUNCT
ap-8214	40	1	the	the	DET
ap-8214	40	2	proposed	propose	VERB
ap-8214	40	3	energy	energy	NOUN
ap-8214	40	4	estimation	estimation	NOUN
ap-8214	40	5	is	be	AUX
ap-8214	40	6	used	use	VERB
ap-8214	40	7	to	to	PART
ap-8214	40	8	analyse	analyse	VERB
ap-8214	40	9	stator	stator	NOUN
ap-8214	40	10	currents	current	NOUN
ap-8214	40	11	when	when	SCONJ
ap-8214	40	12	the	the	DET
ap-8214	40	13	spectral	spectral	ADJ
ap-8214	40	14	content	content	NOUN
ap-8214	40	15	is	be	AUX
ap-8214	40	16	distributed	distribute	VERB
ap-8214	40	17	over	over	ADP
ap-8214	40	18	a	a	DET
ap-8214	40	19	wide	wide	ADJ
ap-8214	40	20	frequency	frequency	NOUN
ap-8214	40	21	band	band	NOUN
ap-8214	40	22	.	.	PUNCT
ap-8214	41	1	to	to	PART
ap-8214	41	2	validate	validate	VERB
ap-8214	41	3	this	this	DET
ap-8214	41	4	method	method	NOUN
ap-8214	41	5	,	,	PUNCT
ap-8214	41	6	several	several	ADJ
ap-8214	41	7	experiments	experiment	NOUN
ap-8214	41	8	,	,	PUNCT
ap-8214	41	9	including	include	VERB
ap-8214	41	10	those	those	PRON
ap-8214	41	11	with	with	ADP
ap-8214	41	12	a	a	DET
ap-8214	41	13	healthy	healthy	ADJ
ap-8214	41	14	machine	machine	NOUN
ap-8214	41	15	,	,	PUNCT
ap-8214	41	16	an	an	DET
ap-8214	41	17	eccentric	eccentric	ADJ
ap-8214	41	18	machine	machine	NOUN
ap-8214	41	19	,	,	PUNCT
ap-8214	41	20	and	and	CCONJ
ap-8214	41	21	shaft	shaft	NOUN
ap-8214	41	22	misalignment	misalignment	NOUN
ap-8214	41	23	,	,	PUNCT
ap-8214	41	24	are	be	AUX
ap-8214	41	25	carried	carry	VERB
ap-8214	41	26	out	out	ADP
ap-8214	41	27	to	to	PART
ap-8214	41	28	simulate	simulate	VERB
ap-8214	41	29	a	a	DET
ap-8214	41	30	variety	variety	NOUN
ap-8214	41	31	of	of	ADP
ap-8214	41	32	failure	failure	NOUN
ap-8214	41	33	scenarios	scenario	NOUN
ap-8214	41	34	and	and	CCONJ
ap-8214	41	35	operating	operating	NOUN
ap-8214	41	36	settings	setting	NOUN
ap-8214	41	37	.	.	PUNCT
ap-8214	42	1	the	the	DET
ap-8214	42	2	focus	focus	NOUN
ap-8214	42	3	of	of	ADP
ap-8214	42	4	this	this	DET
ap-8214	42	5	study	study	NOUN
ap-8214	42	6	is	be	AUX
ap-8214	42	7	on	on	ADP
ap-8214	42	8	selecting	select	VERB
ap-8214	42	9	the	the	DET
ap-8214	42	10	appropriate	appropriate	ADJ
ap-8214	42	11	decomposition	decomposition	NOUN
ap-8214	42	12	levels	level	NOUN
ap-8214	42	13	for	for	ADP
ap-8214	42	14	information	information	NOUN
ap-8214	42	15	extraction	extraction	NOUN
ap-8214	42	16	corresponding	correspond	VERB
ap-8214	42	17	to	to	ADP
ap-8214	42	18	faults	fault	NOUN
ap-8214	42	19	caused	cause	VERB
ap-8214	42	20	by	by	ADP
ap-8214	42	21	stator	stator	NOUN
ap-8214	42	22	currents	current	NOUN
ap-8214	42	23	.	.	PUNCT
ap-8214	43	1	we	we	PRON
ap-8214	43	2	will	will	AUX
ap-8214	43	3	try	try	VERB
ap-8214	43	4	to	to	PART
ap-8214	43	5	show	show	VERB
ap-8214	43	6	how	how	SCONJ
ap-8214	43	7	the	the	DET
ap-8214	43	8	harmonic	harmonic	ADJ
ap-8214	43	9	content	content	NOUN
ap-8214	43	10	caused	cause	VERB
ap-8214	43	11	by	by	ADP
ap-8214	43	12	mechanical	mechanical	ADJ
ap-8214	43	13	faults	fault	NOUN
ap-8214	43	14	is	be	AUX
ap-8214	43	15	largely	largely	ADV
ap-8214	43	16	influenced	influence	VERB
ap-8214	43	17	by	by	ADP
ap-8214	43	18	the	the	DET
ap-8214	43	19	loading	loading	NOUN
ap-8214	43	20	level	level	NOUN
ap-8214	43	21	.	.	PUNCT
ap-8214	44	1	a	a	DET
ap-8214	44	2	dynamic	dynamic	ADJ
ap-8214	44	3	eccentricity	eccentricity	NOUN
ap-8214	44	4	fault	fault	NOUN
ap-8214	44	5	of	of	ADP
ap-8214	44	6	50	50	NUM
ap-8214	44	7	%	%	NOUN
ap-8214	44	8	and	and	CCONJ
ap-8214	44	9	a	a	DET
ap-8214	44	10	shaft	shaft	NOUN
ap-8214	44	11	misalignment	misalignment	NOUN
ap-8214	44	12	fault	fault	NOUN
ap-8214	44	13	will	will	AUX
ap-8214	44	14	be	be	AUX
ap-8214	44	15	discussed	discuss	VERB
ap-8214	44	16	and	and	CCONJ
ap-8214	44	17	validated	validate	VERB
ap-8214	44	18	using	use	VERB
ap-8214	44	19	this	this	DET
ap-8214	44	20	technique	technique	NOUN
ap-8214	44	21	.	.	PUNCT
ap-8214	45	1	2	2	X
ap-8214	45	2	.	.	X
ap-8214	45	3	wavelet	wavelet	NOUN
ap-8214	45	4	decomposition	decomposition	NOUN
ap-8214	45	5	and	and	CCONJ
ap-8214	45	6	energy	energy	NOUN
ap-8214	45	7	extraction	extraction	NOUN
ap-8214	45	8	the	the	DET
ap-8214	45	9	wavelet	wavelet	NOUN
ap-8214	45	10	transform	transform	NOUN
ap-8214	45	11	wt	wt	NOUN
ap-8214	45	12	provides	provide	VERB
ap-8214	45	13	time	time	NOUN
ap-8214	45	14	tracking	tracking	NOUN
ap-8214	45	15	of	of	ADP
ap-8214	45	16	frequency	frequency	NOUN
ap-8214	45	17	harmonics	harmonic	NOUN
ap-8214	45	18	of	of	ADP
ap-8214	45	19	a	a	DET
ap-8214	45	20	continuous	continuous	ADJ
ap-8214	45	21	temporal	temporal	ADJ
ap-8214	45	22	signal	signal	NOUN
ap-8214	45	23	,	,	PUNCT
ap-8214	45	24	the	the	DET
ap-8214	45	25	main	main	ADJ
ap-8214	45	26	analysing	analysing	NOUN
ap-8214	45	27	functions	function	NOUN
ap-8214	45	28	are	be	AUX
ap-8214	45	29	called	call	VERB
ap-8214	45	30	wavelets	wavelet	NOUN
ap-8214	45	31	.	.	PUNCT
ap-8214	46	1	these	these	DET
ap-8214	46	2	functions	function	NOUN
ap-8214	46	3	vary	vary	VERB
ap-8214	46	4	their	their	PRON
ap-8214	46	5	time	time	NOUN
ap-8214	46	6	-	-	PUNCT
ap-8214	46	7	scale	scale	NOUN
ap-8214	46	8	coefficients	coefficient	NOUN
ap-8214	46	9	to	to	ADP
ap-8214	46	10	their	their	PRON
ap-8214	46	11	frequency	frequency	NOUN
ap-8214	46	12	to	to	PART
ap-8214	46	13	be	be	AUX
ap-8214	46	14	very	very	ADV
ap-8214	46	15	narrow	narrow	ADJ
ap-8214	46	16	at	at	ADP
ap-8214	46	17	higher	high	ADJ
ap-8214	46	18	frequency	frequency	NOUN
ap-8214	46	19	and	and	CCONJ
ap-8214	46	20	broader	broad	ADJ
ap-8214	46	21	at	at	ADP
ap-8214	46	22	a	a	DET
ap-8214	46	23	lower	low	ADJ
ap-8214	46	24	frequency	frequency	NOUN
ap-8214	46	25	.	.	PUNCT
ap-8214	47	1	wt	wt	PROPN
ap-8214	47	2	is	be	AUX
ap-8214	47	3	a	a	DET
ap-8214	47	4	powerful	powerful	ADJ
ap-8214	47	5	means	mean	NOUN
ap-8214	47	6	for	for	ADP
ap-8214	47	7	analysing	analyse	VERB
ap-8214	47	8	stationary	stationary	ADJ
ap-8214	47	9	and	and	CCONJ
ap-8214	47	10	transient	transient	ADJ
ap-8214	47	11	currents	current	NOUN
ap-8214	47	12	,	,	PUNCT
ap-8214	47	13	voltages	voltage	NOUN
ap-8214	47	14	,	,	PUNCT
ap-8214	47	15	and	and	CCONJ
ap-8214	47	16	vibration	vibration	NOUN
ap-8214	47	17	in	in	ADP
ap-8214	47	18	order	order	NOUN
ap-8214	47	19	to	to	PART
ap-8214	47	20	detect	detect	VERB
ap-8214	47	21	the	the	DET
ap-8214	47	22	presence	presence	NOUN
ap-8214	47	23	of	of	ADP
ap-8214	47	24	failure	failure	NOUN
ap-8214	47	25	.	.	PUNCT
ap-8214	48	1	dwt	dwt	PROPN
ap-8214	48	2	is	be	AUX
ap-8214	48	3	the	the	DET
ap-8214	48	4	discrete	discrete	ADJ
ap-8214	48	5	version	version	NOUN
ap-8214	48	6	of	of	ADP
ap-8214	48	7	wt	wt	NOUN
ap-8214	48	8	and	and	CCONJ
ap-8214	48	9	the	the	DET
ap-8214	48	10	most	most	ADV
ap-8214	48	11	common	common	ADJ
ap-8214	48	12	transform	transform	NOUN
ap-8214	48	13	employed	employ	VERB
ap-8214	48	14	in	in	ADP
ap-8214	48	15	electrical	electrical	ADJ
ap-8214	48	16	engineering	engineering	NOUN
ap-8214	48	17	applications	application	NOUN
ap-8214	48	18	,	,	PUNCT
ap-8214	48	19	particularly	particularly	ADV
ap-8214	48	20	in	in	ADP
ap-8214	48	21	monitoring	monitor	VERB
ap-8214	48	22	systems	system	NOUN
ap-8214	48	23	for	for	ADP
ap-8214	48	24	detection	detection	NOUN
ap-8214	48	25	,	,	PUNCT
ap-8214	48	26	localisation	localisation	NOUN
ap-8214	48	27	,	,	PUNCT
ap-8214	48	28	and	and	CCONJ
ap-8214	48	29	classification	classification	NOUN
ap-8214	48	30	of	of	ADP
ap-8214	48	31	the	the	DET
ap-8214	48	32	power	power	NOUN
ap-8214	48	33	system	system	NOUN
ap-8214	48	34	perturbations	perturbation	NOUN
ap-8214	48	35	in	in	ADP
ap-8214	48	36	time	time	NOUN
ap-8214	48	37	and	and	CCONJ
ap-8214	48	38	frequency	frequency	NOUN
ap-8214	48	39	domains	domain	NOUN
ap-8214	48	40	[	[	X
ap-8214	48	41	13	13	NUM
ap-8214	48	42	,	,	PUNCT
ap-8214	48	43	17	17	NUM
ap-8214	48	44	,	,	PUNCT
ap-8214	48	45	18	18	NUM
ap-8214	48	46	]	]	PUNCT
ap-8214	48	47	.	.	PUNCT
ap-8214	49	1	the	the	DET
ap-8214	49	2	dwt	dwt	PROPN
ap-8214	49	3	has	have	AUX
ap-8214	49	4	become	become	VERB
ap-8214	49	5	an	an	DET
ap-8214	49	6	effective	effective	ADJ
ap-8214	49	7	tool	tool	NOUN
ap-8214	49	8	in	in	ADP
ap-8214	49	9	digital	digital	ADJ
ap-8214	49	10	signal	signal	NOUN
ap-8214	49	11	processing	processing	NOUN
ap-8214	49	12	.	.	PUNCT
ap-8214	50	1	it	it	PRON
ap-8214	50	2	can	can	AUX
ap-8214	50	3	be	be	AUX
ap-8214	50	4	written	write	VERB
ap-8214	50	5	in	in	ADP
ap-8214	50	6	the	the	DET
ap-8214	50	7	same	same	ADJ
ap-8214	50	8	form	form	NOUN
ap-8214	50	9	as	as	ADP
ap-8214	50	10	the	the	DET
ap-8214	50	11	continuous	continuous	ADJ
ap-8214	50	12	version	version	NOUN
ap-8214	50	13	,	,	PUNCT
ap-8214	50	14	which	which	PRON
ap-8214	50	15	highlights	highlight	VERB
ap-8214	50	16	the	the	DET
ap-8214	50	17	close	close	ADJ
ap-8214	50	18	relationship	relationship	NOUN
ap-8214	50	19	between	between	ADP
ap-8214	50	20	the	the	DET
ap-8214	50	21	continuous	continuous	ADJ
ap-8214	50	22	and	and	CCONJ
ap-8214	50	23	the	the	DET
ap-8214	50	24	discrete	discrete	ADJ
ap-8214	50	25	version	version	NOUN
ap-8214	50	26	of	of	ADP
ap-8214	50	27	this	this	DET
ap-8214	50	28	transform	transform	NOUN
ap-8214	50	29	.	.	PUNCT
ap-8214	51	1	the	the	DET
ap-8214	51	2	dwt	dwt	NOUN
ap-8214	51	3	is	be	AUX
ap-8214	51	4	based	base	VERB
ap-8214	51	5	on	on	ADP
ap-8214	51	6	a	a	DET
ap-8214	51	7	discrete	discrete	ADJ
ap-8214	51	8	scale	scale	NOUN
ap-8214	51	9	and	and	CCONJ
ap-8214	51	10	localisation	localisation	NOUN
ap-8214	51	11	parameters	parameter	NOUN
ap-8214	51	12	that	that	PRON
ap-8214	51	13	are	be	AUX
ap-8214	51	14	power	power	NOUN
ap-8214	51	15	of	of	ADP
ap-8214	51	16	two	two	NUM
ap-8214	51	17	(	(	PUNCT
ap-8214	51	18	2	2	NUM
ap-8214	51	19	)	)	PUNCT
ap-8214	51	20	.	.	PUNCT
ap-8214	52	1	the	the	DET
ap-8214	52	2	values	value	NOUN
ap-8214	52	3	of	of	ADP
ap-8214	52	4	dilation	dilation	NOUN
ap-8214	52	5	and	and	CCONJ
ap-8214	52	6	translation	translation	NOUN
ap-8214	52	7	factors	factor	NOUN
ap-8214	52	8	s	s	PART
ap-8214	52	9	and	and	CCONJ
ap-8214	52	10	τ	τ	PROPN
ap-8214	52	11	are	be	AUX
ap-8214	52	12	:	:	PUNCT
ap-8214	52	13	s	s	PART
ap-8214	52	14	=	=	PUNCT
ap-8214	52	15	2j	2j	NUM
ap-8214	52	16	,	,	PUNCT
ap-8214	52	17	τ	τ	PROPN
ap-8214	52	18	=	=	SYM
ap-8214	52	19	k	k	PROPN
ap-8214	52	20	∗	∗	NOUN
ap-8214	52	21	2j	2j	NUM
ap-8214	52	22	and	and	CCONJ
ap-8214	52	23	(	(	PUNCT
ap-8214	52	24	j	j	PROPN
ap-8214	52	25	,	,	PUNCT
ap-8214	52	26	k	k	PROPN
ap-8214	52	27	)	)	PUNCT
ap-8214	52	28	∈	∈	PROPN
ap-8214	52	29	z	z	NOUN
ap-8214	52	30	,	,	PUNCT
ap-8214	52	31	respectively	respectively	ADV
ap-8214	52	32	.	.	PUNCT
ap-8214	53	1	these	these	DET
ap-8214	53	2	proprieties	propriety	NOUN
ap-8214	53	3	are	be	AUX
ap-8214	53	4	achieved	achieve	VERB
ap-8214	53	5	by	by	ADP
ap-8214	53	6	using	use	VERB
ap-8214	53	7	a	a	DET
ap-8214	53	8	scaling	scaling	NOUN
ap-8214	53	9	function	function	NOUN
ap-8214	53	10	ϕ	ϕ	NOUN
ap-8214	53	11	that	that	PRON
ap-8214	53	12	is	be	AUX
ap-8214	53	13	a	a	DET
ap-8214	53	14	wavelet	wavelet	NOUN
ap-8214	53	15	aggregate	aggregate	NOUN
ap-8214	53	16	at	at	ADP
ap-8214	53	17	scales	scale	NOUN
ap-8214	53	18	larger	large	ADJ
ap-8214	53	19	than	than	ADP
ap-8214	53	20	1	1	NUM
ap-8214	53	21	.	.	PUNCT
ap-8214	54	1	when	when	SCONJ
ap-8214	54	2	the	the	DET
ap-8214	54	3	functions	function	NOUN
ap-8214	54	4	ψ̂(ω	ψ̂(ω	NOUN
ap-8214	54	5	)	)	PUNCT
ap-8214	54	6	and	and	CCONJ
ap-8214	54	7	φ̂(ω	φ̂(ω	NOUN
ap-8214	54	8	)	)	PUNCT
ap-8214	54	9	are	be	AUX
ap-8214	54	10	the	the	DET
ap-8214	54	11	fourier	fourier	NOUN
ap-8214	54	12	transforms	transform	NOUN
ap-8214	54	13	of	of	ADP
ap-8214	54	14	ψ(ω	ψ(ω	PROPN
ap-8214	54	15	)	)	PUNCT
ap-8214	54	16	and	and	CCONJ
ap-8214	54	17	φ(ω	φ(ω	PROPN
ap-8214	54	18	)	)	PUNCT
ap-8214	54	19	,	,	PUNCT
ap-8214	54	20	respectively	respectively	ADV
ap-8214	54	21	,	,	PUNCT
ap-8214	54	22	it	it	PRON
ap-8214	54	23	leads	lead	VERB
ap-8214	54	24	to	to	ADP
ap-8214	54	25	high	high	ADJ
ap-8214	54	26	-	-	PUNCT
ap-8214	54	27	frequency	frequency	NOUN
ap-8214	54	28	resolutions	resolution	NOUN
ap-8214	54	29	at	at	ADP
ap-8214	54	30	low	low	ADJ
ap-8214	54	31	frequencies	frequency	NOUN
ap-8214	54	32	and	and	CCONJ
ap-8214	54	33	high	high	ADJ
ap-8214	54	34	-	-	PUNCT
ap-8214	54	35	time	time	NOUN
ap-8214	54	36	resolutions	resolution	NOUN
ap-8214	54	37	at	at	ADP
ap-8214	54	38	high	high	ADJ
ap-8214	54	39	frequencies	frequency	NOUN
ap-8214	54	40	,	,	PUNCT
ap-8214	54	41	and	and	CCONJ
ap-8214	54	42	eliminating	eliminate	VERB
ap-8214	54	43	the	the	DET
ap-8214	54	44	redundant	redundant	ADJ
ap-8214	54	45	information	information	NOUN
ap-8214	54	46	.	.	PUNCT
ap-8214	55	1	the	the	DET
ap-8214	55	2	positive	positive	ADJ
ap-8214	55	3	frequency	frequency	NOUN
ap-8214	55	4	,	,	PUNCT
ap-8214	55	5	contains	contain	VERB
ap-8214	55	6	information	information	NOUN
ap-8214	55	7	in	in	ADP
ap-8214	55	8	the	the	DET
ap-8214	55	9	interval	interval	NOUN
ap-8214	55	10	[	[	X
ap-8214	55	11	0	0	NUM
ap-8214	55	12	,	,	PUNCT
ap-8214	55	13	π	π	NOUN
ap-8214	55	14	]	]	X
ap-8214	55	15	,	,	PUNCT
ap-8214	55	16	and	and	CCONJ
ap-8214	55	17	contains	contain	VERB
ap-8214	55	18	information	information	NOUN
ap-8214	55	19	in	in	ADP
ap-8214	55	20	the	the	DET
ap-8214	55	21	interval	interval	NOUN
ap-8214	56	1	[	[	X
ap-8214	56	2	π	π	X
ap-8214	56	3	,	,	PUNCT
ap-8214	56	4	2π	2π	NOUN
ap-8214	56	5	]	]	PUNCT
ap-8214	56	6	.	.	PUNCT
ap-8214	57	1	therefore	therefore	ADV
ap-8214	57	2	,	,	PUNCT
ap-8214	57	3	the	the	DET
ap-8214	57	4	two	two	NUM
ap-8214	57	5	functions	function	NOUN
ap-8214	57	6	have	have	VERB
ap-8214	57	7	a	a	DET
ap-8214	57	8	complete	complete	ADJ
ap-8214	57	9	spectral	spectral	ADJ
ap-8214	57	10	content	content	NOUN
ap-8214	57	11	of	of	ADP
ap-8214	57	12	the	the	DET
ap-8214	57	13	analysed	analyse	VERB
ap-8214	57	14	signal	signal	NOUN
ap-8214	57	15	without	without	ADP
ap-8214	57	16	any	any	DET
ap-8214	57	17	overlapping	overlapping	ADJ
ap-8214	57	18	,	,	PUNCT
ap-8214	57	19	redundancy	redundancy	NOUN
ap-8214	57	20	,	,	PUNCT
ap-8214	57	21	or	or	CCONJ
ap-8214	57	22	loss	loss	NOUN
ap-8214	57	23	.	.	PUNCT
ap-8214	58	1	two	two	NUM
ap-8214	58	2	filters	filter	NOUN
ap-8214	58	3	,	,	PUNCT
ap-8214	58	4	h(n	h(n	PROPN
ap-8214	58	5	)	)	PUNCT
ap-8214	58	6	and	and	CCONJ
ap-8214	58	7	g(n	g(n	PROPN
ap-8214	58	8	)	)	PUNCT
ap-8214	58	9	,	,	PUNCT
ap-8214	58	10	are	be	AUX
ap-8214	58	11	obtained	obtain	VERB
ap-8214	58	12	by	by	ADP
ap-8214	58	13	the	the	DET
ap-8214	58	14	inner	inner	ADJ
ap-8214	58	15	product	product	NOUN
ap-8214	58	16	of	of	ADP
ap-8214	58	17	(	(	PUNCT
ap-8214	58	18	ϕ(t	ϕ(t	PROPN
ap-8214	58	19	)	)	PUNCT
ap-8214	58	20	,	,	PUNCT
ap-8214	58	21	φ(t	φ(t	PROPN
ap-8214	58	22	)	)	PUNCT
ap-8214	58	23	)	)	PUNCT
ap-8214	58	24	allowing	allow	VERB
ap-8214	58	25	the	the	DET
ap-8214	58	26	decomposition	decomposition	NOUN
ap-8214	58	27	of	of	ADP
ap-8214	58	28	the	the	DET
ap-8214	58	29	entire	entire	ADJ
ap-8214	58	30	signal	signal	NOUN
ap-8214	58	31	into	into	ADP
ap-8214	58	32	[	[	X
ap-8214	58	33	0	0	NUM
ap-8214	58	34	,	,	PUNCT
ap-8214	58	35	π	π	NOUN
ap-8214	58	36	]	]	X
ap-8214	58	37	.	.	PUNCT
ap-8214	59	1	the	the	DET
ap-8214	59	2	filters	filter	NOUN
ap-8214	59	3	are	be	AUX
ap-8214	59	4	given	give	VERB
ap-8214	59	5	by	by	ADP
ap-8214	59	6	[	[	X
ap-8214	59	7	19–24	19–24	NUM
ap-8214	59	8	]	]	X
ap-8214	59	9	:	:	PUNCT
ap-8214	59	10	{	{	PUNCT
ap-8214	59	11	h(n	h(n	PROPN
ap-8214	59	12	)	)	PUNCT
ap-8214	59	13	=	=	PUNCT
ap-8214	59	14	〈	〈	PROPN
ap-8214	59	15	2−lϕ(2−lt)ϕ(t−	2−lϕ(2−lt)ϕ(t−	PROPN
ap-8214	59	16	n	n	CCONJ
ap-8214	59	17	)	)	PUNCT
ap-8214	59	18	〉	〉	NOUN
ap-8214	59	19	g(n	g(n	NOUN
ap-8214	59	20	)	)	PUNCT
ap-8214	59	21	=	=	PUNCT
ap-8214	59	22	〈	〈	PROPN
ap-8214	59	23	2−jψ(2−jt)ψ(t−	2−jψ(2−jt)ψ(t−	NUM
ap-8214	59	24	n	n	CCONJ
ap-8214	59	25	)	)	PUNCT
ap-8214	59	26	〉	〉	NOUN
ap-8214	59	27	.	.	PUNCT
ap-8214	59	28	,	,	PUNCT
ap-8214	60	1	j	j	PROPN
ap-8214	60	2	=	=	SYM
ap-8214	60	3	0	0	NUM
ap-8214	60	4	,	,	PUNCT
ap-8214	60	5	1	1	NUM
ap-8214	60	6	,	,	PUNCT
ap-8214	60	7	....	....	PUNCT
ap-8214	61	1	(	(	PUNCT
ap-8214	61	2	1	1	X
ap-8214	61	3	)	)	PUNCT
ap-8214	61	4	for	for	ADP
ap-8214	61	5	the	the	DET
ap-8214	61	6	purpose	purpose	NOUN
ap-8214	61	7	of	of	ADP
ap-8214	61	8	decomposing	decompose	VERB
ap-8214	61	9	the	the	DET
ap-8214	61	10	signal	signal	NOUN
ap-8214	61	11	across	across	ADP
ap-8214	61	12	the	the	DET
ap-8214	61	13	entire	entire	ADJ
ap-8214	61	14	allowed	allow	VERB
ap-8214	61	15	frequency	frequency	NOUN
ap-8214	61	16	range	range	NOUN
ap-8214	61	17	,	,	PUNCT
ap-8214	61	18	a	a	DET
ap-8214	61	19	mother	mother	NOUN
ap-8214	61	20	wavelet	wavelet	NOUN
ap-8214	61	21	can	can	AUX
ap-8214	61	22	be	be	AUX
ap-8214	61	23	used	use	VERB
ap-8214	61	24	.	.	PUNCT
ap-8214	62	1	after	after	ADP
ap-8214	62	2	the	the	DET
ap-8214	62	3	multi	multi	ADJ
ap-8214	62	4	-	-	ADJ
ap-8214	62	5	level	level	ADJ
ap-8214	62	6	decomposition	decomposition	NOUN
ap-8214	62	7	by	by	ADP
ap-8214	62	8	l	l	PROPN
ap-8214	62	9	times	time	NOUN
ap-8214	62	10	,	,	PUNCT
ap-8214	62	11	we	we	PRON
ap-8214	62	12	get	get	VERB
ap-8214	62	13	2l	2l	ADJ
ap-8214	62	14	frequency	frequency	NOUN
ap-8214	62	15	bands	band	NOUN
ap-8214	62	16	with	with	ADP
ap-8214	62	17	the	the	DET
ap-8214	62	18	same	same	ADJ
ap-8214	62	19	bandwidth	bandwidth	NOUN
ap-8214	62	20	defined	define	VERB
ap-8214	62	21	according	accord	VERB
ap-8214	62	22	to	to	ADP
ap-8214	62	23	equation	equation	NOUN
ap-8214	62	24	(	(	PUNCT
ap-8214	62	25	2	2	NUM
ap-8214	62	26	)	)	PUNCT
ap-8214	62	27	.	.	PUNCT
ap-8214	63	1	[	[	PUNCT
ap-8214	63	2	(	(	PUNCT
ap-8214	63	3	i−	i−	PROPN
ap-8214	63	4	l)fn	l)fn	PROPN
ap-8214	63	5	2	2	NUM
ap-8214	63	6	,	,	PUNCT
ap-8214	63	7	ifn	ifn	PROPN
ap-8214	63	8	n	n	X
ap-8214	63	9	]	]	PUNCT
ap-8214	63	10	,	,	PUNCT
ap-8214	63	11	i	i	PRON
ap-8214	63	12	=	=	NOUN
ap-8214	63	13	1	1	NUM
ap-8214	63	14	,	,	PUNCT
ap-8214	63	15	2	2	NUM
ap-8214	63	16	,	,	PUNCT
ap-8214	63	17	.......	.......	PUNCT
ap-8214	63	18	,	,	PUNCT
ap-8214	63	19	2l	2l	NUM
ap-8214	63	20	,	,	PUNCT
ap-8214	63	21	(	(	PUNCT
ap-8214	63	22	2	2	X
ap-8214	63	23	)	)	PUNCT
ap-8214	63	24	where	where	SCONJ
ap-8214	63	25	fn	fn	NOUN
ap-8214	63	26	is	be	AUX
ap-8214	63	27	the	the	DET
ap-8214	63	28	nyquist	nyquist	NOUN
ap-8214	63	29	frequency	frequency	NOUN
ap-8214	63	30	in	in	ADP
ap-8214	63	31	the	the	DET
ap-8214	63	32	ith	ith	PROPN
ap-8214	63	33	-	-	PUNCT
ap-8214	63	34	frequency	frequency	NOUN
ap-8214	63	35	band	band	NOUN
ap-8214	63	36	.	.	PUNCT
ap-8214	64	1	the	the	DET
ap-8214	64	2	mother	mother	NOUN
ap-8214	64	3	wavelet	wavelet	NOUN
ap-8214	64	4	decomposes	decompose	VERB
ap-8214	64	5	the	the	DET
ap-8214	64	6	signal	signal	NOUN
ap-8214	64	7	via	via	ADP
ap-8214	64	8	low	low	ADJ
ap-8214	64	9	-	-	PUNCT
ap-8214	64	10	pass	pass	NOUN
ap-8214	64	11	filter	filter	NOUN
ap-8214	64	12	h(n	h(n	PROPN
ap-8214	64	13	)	)	PUNCT
ap-8214	64	14	and	and	CCONJ
ap-8214	64	15	(	(	PUNCT
ap-8214	64	16	2l	2l	NUM
ap-8214	64	17	−	−	NOUN
ap-8214	64	18	1	1	NUM
ap-8214	64	19	)	)	PUNCT
ap-8214	64	20	band	band	NOUN
ap-8214	64	21	-	-	PUNCT
ap-8214	64	22	pass	pass	NOUN
ap-8214	64	23	filters	filter	NOUN
ap-8214	64	24	g(n	g(n	PROPN
ap-8214	64	25	)	)	PUNCT
ap-8214	64	26	to	to	PART
ap-8214	64	27	provide	provide	VERB
ap-8214	64	28	,	,	PUNCT
ap-8214	64	29	at	at	ADP
ap-8214	64	30	each	each	DET
ap-8214	64	31	level	level	NOUN
ap-8214	64	32	j	j	PROPN
ap-8214	64	33	,	,	PUNCT
ap-8214	64	34	the	the	DET
ap-8214	64	35	full	full	ADJ
ap-8214	64	36	information	information	NOUN
ap-8214	64	37	in	in	ADP
ap-8214	64	38	two	two	NUM
ap-8214	64	39	frequency	frequency	NOUN
ap-8214	64	40	bands	band	NOUN
ap-8214	64	41	.	.	PUNCT
ap-8214	65	1	aj	aj	PROPN
ap-8214	65	2	is	be	AUX
ap-8214	65	3	the	the	DET
ap-8214	65	4	low	low	ADJ
ap-8214	65	5	-	-	PUNCT
ap-8214	65	6	frequency	frequency	NOUN
ap-8214	65	7	approximation	approximation	NOUN
ap-8214	65	8	and	and	CCONJ
ap-8214	65	9	dj	dj	NOUN
ap-8214	65	10	is	be	AUX
ap-8214	65	11	the	the	DET
ap-8214	65	12	high	high	ADJ
ap-8214	65	13	-	-	PUNCT
ap-8214	65	14	frequency	frequency	NOUN
ap-8214	65	15	detail	detail	NOUN
ap-8214	65	16	signal	signal	NOUN
ap-8214	66	1	[	[	X
ap-8214	66	2	19	19	NUM
ap-8214	66	3	]	]	PUNCT
ap-8214	66	4	:	:	PUNCT
ap-8214	66	5	figure	figure	NOUN
ap-8214	66	6	1	1	NUM
ap-8214	66	7	.	.	PUNCT
ap-8214	66	8	wavelet	wavelet	NOUN
ap-8214	66	9	tree	tree	NOUN
ap-8214	66	10	decomposition	decomposition	NOUN
ap-8214	66	11	.	.	PUNCT
ap-8214	67	1	2	2	NUM
ap-8214	67	2	vol	vol	NOUN
ap-8214	67	3	.	.	PUNCT
ap-8214	67	4	63	63	NUM
ap-8214	67	5	no	no	NOUN
ap-8214	67	6	.	.	PUNCT
ap-8214	68	1	1/2023	1/2023	NUM
ap-8214	68	2	induction	induction	NOUN
ap-8214	68	3	motor	motor	NOUN
ap-8214	68	4	mechanical	mechanical	ADJ
ap-8214	68	5	defects	defect	NOUN
ap-8214	68	6	diagnosis	diagnosis	NOUN
ap-8214	68	7	{	{	PUNCT
ap-8214	68	8	aj(n	aj(n	PUNCT
ap-8214	68	9	)	)	PUNCT
ap-8214	68	10	=	=	PUNCT
ap-8214	68	11	∑	∑	PUNCT
ap-8214	68	12	k	k	PROPN
ap-8214	68	13	h(k	h(k	PROPN
ap-8214	68	14	−	−	PROPN
ap-8214	68	15	2n)aj−1	2n)aj−1	NOUN
ap-8214	68	16	dj(n	dj(n	NUM
ap-8214	68	17	)	)	PUNCT
ap-8214	68	18	=	=	PUNCT
ap-8214	69	1	∑	∑	PUNCT
ap-8214	69	2	k	k	PART
ap-8214	69	3	g(k	g(k	VERB
ap-8214	69	4	−	−	NOUN
ap-8214	69	5	2n)aj−1	2n)aj−1	NOUN
ap-8214	69	6	.	.	PUNCT
ap-8214	69	7	,	,	PUNCT
ap-8214	69	8	n	n	PROPN
ap-8214	69	9	=	=	SYM
ap-8214	69	10	0	0	NUM
ap-8214	69	11	,	,	PUNCT
ap-8214	69	12	1	1	NUM
ap-8214	69	13	,	,	PUNCT
ap-8214	69	14	2	2	NUM
ap-8214	69	15	,	,	PUNCT
ap-8214	69	16	3	3	NUM
ap-8214	69	17	,	,	PUNCT
ap-8214	69	18	...	...	PUNCT
ap-8214	69	19	,	,	PUNCT
ap-8214	69	20	(	(	PUNCT
ap-8214	69	21	3	3	X
ap-8214	69	22	)	)	PUNCT
ap-8214	69	23	where	where	SCONJ
ap-8214	69	24	a0(k	a0(k	X
ap-8214	69	25	)	)	PUNCT
ap-8214	69	26	is	be	AUX
ap-8214	69	27	the	the	DET
ap-8214	69	28	initial	initial	ADJ
ap-8214	69	29	signal	signal	NOUN
ap-8214	69	30	.	.	PUNCT
ap-8214	70	1	after	after	ADP
ap-8214	70	2	the	the	DET
ap-8214	70	3	multi	multi	ADJ
ap-8214	70	4	-	-	ADJ
ap-8214	70	5	level	level	ADJ
ap-8214	70	6	decomposition	decomposition	NOUN
ap-8214	70	7	,	,	PUNCT
ap-8214	70	8	the	the	DET
ap-8214	70	9	approximation	approximation	NOUN
ap-8214	70	10	aj	aj	PROPN
ap-8214	70	11	and	and	CCONJ
ap-8214	70	12	detail	detail	NOUN
ap-8214	70	13	dj	dj	NOUN
ap-8214	70	14	signals	signal	NOUN
ap-8214	70	15	will	will	AUX
ap-8214	70	16	be	be	AUX
ap-8214	70	17	generated	generate	VERB
ap-8214	70	18	for	for	ADP
ap-8214	70	19	each	each	DET
ap-8214	70	20	node	node	NOUN
ap-8214	70	21	j.	j.	PROPN
ap-8214	70	22	the	the	DET
ap-8214	70	23	multi	multi	ADJ
ap-8214	70	24	-	-	ADJ
ap-8214	70	25	level	level	ADJ
ap-8214	70	26	decomposition	decomposition	NOUN
ap-8214	70	27	of	of	ADP
ap-8214	70	28	the	the	DET
ap-8214	70	29	stator	stator	NOUN
ap-8214	70	30	current	current	NOUN
ap-8214	70	31	was	be	AUX
ap-8214	70	32	then	then	ADV
ap-8214	70	33	achieved	achieve	VERB
ap-8214	70	34	using	use	VERB
ap-8214	70	35	the	the	DET
ap-8214	70	36	daubechies	daubechie	NOUN
ap-8214	70	37	db8	db8	PROPN
ap-8214	70	38	wavelet	wavelet	NOUN
ap-8214	70	39	.	.	PUNCT
ap-8214	71	1	when	when	SCONJ
ap-8214	71	2	rotor	rotor	NOUN
ap-8214	71	3	eccentricity	eccentricity	NOUN
ap-8214	71	4	and	and	CCONJ
ap-8214	71	5	load	load	NOUN
ap-8214	71	6	misalignment	misalignment	NOUN
ap-8214	71	7	appear	appear	VERB
ap-8214	71	8	in	in	ADP
ap-8214	71	9	the	the	DET
ap-8214	71	10	motor	motor	NOUN
ap-8214	71	11	,	,	PUNCT
ap-8214	71	12	the	the	DET
ap-8214	71	13	information	information	NOUN
ap-8214	71	14	about	about	ADP
ap-8214	71	15	the	the	DET
ap-8214	71	16	fault	fault	NOUN
ap-8214	71	17	in	in	ADP
ap-8214	71	18	the	the	DET
ap-8214	71	19	stator	stator	NOUN
ap-8214	71	20	current	current	NOUN
ap-8214	71	21	will	will	AUX
ap-8214	71	22	be	be	AUX
ap-8214	71	23	included	include	VERB
ap-8214	71	24	in	in	ADP
ap-8214	71	25	each	each	DET
ap-8214	71	26	frequency	frequency	NOUN
ap-8214	71	27	band	band	NOUN
ap-8214	71	28	generated	generate	VERB
ap-8214	71	29	by	by	ADP
ap-8214	71	30	the	the	DET
ap-8214	71	31	dwt	dwt	NOUN
ap-8214	71	32	decomposition	decomposition	NOUN
ap-8214	71	33	process	process	NOUN
ap-8214	71	34	.	.	PUNCT
ap-8214	72	1	the	the	DET
ap-8214	72	2	calculation	calculation	NOUN
ap-8214	72	3	of	of	ADP
ap-8214	72	4	the	the	DET
ap-8214	72	5	vector	vector	NOUN
ap-8214	72	6	energy	energy	NOUN
ap-8214	72	7	for	for	ADP
ap-8214	72	8	the	the	DET
ap-8214	72	9	approximations	approximation	NOUN
ap-8214	72	10	in	in	ADP
ap-8214	72	11	each	each	DET
ap-8214	72	12	node	node	NOUN
ap-8214	72	13	allows	allow	VERB
ap-8214	72	14	the	the	DET
ap-8214	72	15	construction	construction	NOUN
ap-8214	72	16	of	of	ADP
ap-8214	72	17	a	a	DET
ap-8214	72	18	vector	vector	NOUN
ap-8214	72	19	data	datum	NOUN
ap-8214	72	20	which	which	PRON
ap-8214	72	21	contain	contain	VERB
ap-8214	72	22	the	the	DET
ap-8214	72	23	necessary	necessary	ADJ
ap-8214	72	24	information	information	NOUN
ap-8214	72	25	about	about	ADP
ap-8214	72	26	faults	fault	NOUN
ap-8214	72	27	over	over	ADP
ap-8214	72	28	a	a	DET
ap-8214	72	29	wide	wide	ADJ
ap-8214	72	30	frequency	frequency	NOUN
ap-8214	72	31	band	band	NOUN
ap-8214	72	32	.	.	PUNCT
ap-8214	73	1	the	the	DET
ap-8214	73	2	approximations	approximation	NOUN
ap-8214	73	3	energy	energy	NOUN
ap-8214	73	4	can	can	AUX
ap-8214	73	5	be	be	AUX
ap-8214	73	6	computed	compute	VERB
ap-8214	73	7	using	use	VERB
ap-8214	73	8	the	the	DET
ap-8214	73	9	euclidean	euclidean	ADJ
ap-8214	73	10	norm	norm	NOUN
ap-8214	73	11	(	(	PUNCT
ap-8214	73	12	or	or	CCONJ
ap-8214	73	13	2	2	NUM
ap-8214	73	14	-	-	PUNCT
ap-8214	73	15	energy	energy	NOUN
ap-8214	73	16	)	)	PUNCT
ap-8214	73	17	of	of	ADP
ap-8214	73	18	ai(n	ai(n	NOUN
ap-8214	73	19	)	)	PUNCT
ap-8214	73	20	that	that	PRON
ap-8214	73	21	has	have	VERB
ap-8214	73	22	n	n	NUM
ap-8214	73	23	elements	element	NOUN
ap-8214	73	24	and	and	CCONJ
ap-8214	73	25	is	be	AUX
ap-8214	73	26	defined	define	VERB
ap-8214	73	27	by	by	ADP
ap-8214	73	28	:	:	PUNCT
ap-8214	73	29	∥eai∥	∥eai∥	PROPN
ap-8214	73	30	=	=	SYM
ap-8214	73	31	1	1	NUM
ap-8214	73	32	n	n	PRON
ap-8214	73	33	√√√√	√√√√	ADJ
ap-8214	73	34	n∑	n∑	NOUN
ap-8214	73	35	k=1	k=1	PROPN
ap-8214	73	36	|ai(k)|2	|ai(k)|2	PROPN
ap-8214	73	37	,	,	PUNCT
ap-8214	73	38	i	i	PRON
ap-8214	73	39	=	=	NOUN
ap-8214	73	40	1	1	NUM
ap-8214	73	41	,	,	PUNCT
ap-8214	73	42	2	2	NUM
ap-8214	73	43	,	,	PUNCT
ap-8214	73	44	.	.	PUNCT
ap-8214	73	45	.	.	PUNCT
ap-8214	73	46	.	.	PUNCT
ap-8214	74	1	..	..	PUNCT
ap-8214	74	2	nls	nls	NOUN
ap-8214	74	3	(	(	PUNCT
ap-8214	74	4	4	4	NUM
ap-8214	74	5	)	)	PUNCT
ap-8214	74	6	figure	figure	NOUN
ap-8214	74	7	2	2	NUM
ap-8214	74	8	shows	show	VERB
ap-8214	74	9	the	the	DET
ap-8214	74	10	estimation	estimation	NOUN
ap-8214	74	11	of	of	ADP
ap-8214	74	12	the	the	DET
ap-8214	74	13	approximation	approximation	NOUN
ap-8214	74	14	’s	’s	PART
ap-8214	74	15	energy	energy	NOUN
ap-8214	74	16	vector	vector	NOUN
ap-8214	74	17	for	for	ADP
ap-8214	74	18	each	each	DET
ap-8214	74	19	node	node	NOUN
ap-8214	74	20	and	and	CCONJ
ap-8214	74	21	the	the	DET
ap-8214	74	22	corresponding	corresponding	ADJ
ap-8214	74	23	frequency	frequency	NOUN
ap-8214	74	24	band	band	NOUN
ap-8214	74	25	.	.	PUNCT
ap-8214	75	1	figure	figure	NOUN
ap-8214	75	2	2	2	NUM
ap-8214	75	3	.	.	PUNCT
ap-8214	75	4	approximations	approximation	VERB
ap-8214	75	5	energy	energy	NOUN
ap-8214	75	6	estimation	estimation	NOUN
ap-8214	75	7	steps	step	NOUN
ap-8214	75	8	.	.	PUNCT
ap-8214	76	1	the	the	DET
ap-8214	76	2	overall	overall	ADJ
ap-8214	76	3	stator	stator	NOUN
ap-8214	76	4	current	current	ADJ
ap-8214	76	5	analysis	analysis	NOUN
ap-8214	76	6	diagram	diagram	NOUN
ap-8214	76	7	is	be	AUX
ap-8214	76	8	presented	present	VERB
ap-8214	76	9	in	in	ADP
ap-8214	76	10	figure	figure	NOUN
ap-8214	76	11	3	3	NUM
ap-8214	76	12	.	.	PUNCT
ap-8214	77	1	the	the	DET
ap-8214	77	2	different	different	ADJ
ap-8214	77	3	steps	step	NOUN
ap-8214	77	4	are	be	AUX
ap-8214	77	5	presented	present	VERB
ap-8214	77	6	,	,	PUNCT
ap-8214	77	7	from	from	ADP
ap-8214	77	8	the	the	DET
ap-8214	77	9	stator	stator	NOUN
ap-8214	77	10	current	current	ADJ
ap-8214	77	11	acquisition	acquisition	NOUN
ap-8214	77	12	to	to	ADP
ap-8214	77	13	the	the	DET
ap-8214	77	14	estimation	estimation	NOUN
ap-8214	77	15	of	of	ADP
ap-8214	77	16	the	the	DET
ap-8214	77	17	energy	energy	NOUN
ap-8214	77	18	for	for	ADP
ap-8214	77	19	each	each	DET
ap-8214	77	20	level	level	NOUN
ap-8214	77	21	of	of	ADP
ap-8214	77	22	decomposition	decomposition	NOUN
ap-8214	77	23	.	.	PUNCT
ap-8214	78	1	3	3	X
ap-8214	78	2	.	.	X
ap-8214	78	3	faults	fault	NOUN
ap-8214	78	4	description	description	NOUN
ap-8214	78	5	in	in	ADP
ap-8214	78	6	electrical	electrical	ADJ
ap-8214	78	7	machines	machine	NOUN
ap-8214	78	8	,	,	PUNCT
ap-8214	78	9	eccentricities	eccentricity	NOUN
ap-8214	78	10	are	be	AUX
ap-8214	78	11	generally	generally	ADV
ap-8214	78	12	generated	generate	VERB
ap-8214	78	13	by	by	ADP
ap-8214	78	14	the	the	DET
ap-8214	78	15	non	non	ADJ
ap-8214	78	16	-	-	ADJ
ap-8214	78	17	constant	constant	ADJ
ap-8214	78	18	air	air	NOUN
ap-8214	78	19	-	-	PUNCT
ap-8214	78	20	gap	gap	NOUN
ap-8214	78	21	distribution	distribution	NOUN
ap-8214	78	22	.	.	PUNCT
ap-8214	79	1	they	they	PRON
ap-8214	79	2	are	be	AUX
ap-8214	79	3	the	the	DET
ap-8214	79	4	most	most	ADV
ap-8214	79	5	common	common	ADJ
ap-8214	79	6	faults	fault	NOUN
ap-8214	79	7	in	in	ADP
ap-8214	79	8	induction	induction	NOUN
ap-8214	79	9	motors	motor	NOUN
ap-8214	79	10	.	.	PUNCT
ap-8214	80	1	according	accord	VERB
ap-8214	80	2	to	to	ADP
ap-8214	80	3	recent	recent	ADJ
ap-8214	80	4	studies	study	NOUN
ap-8214	80	5	,	,	PUNCT
ap-8214	80	6	mechanical	mechanical	ADJ
ap-8214	80	7	faults	fault	NOUN
ap-8214	80	8	represent	represent	VERB
ap-8214	80	9	50–60	50–60	NUM
ap-8214	80	10	%	%	NOUN
ap-8214	80	11	of	of	ADP
ap-8214	80	12	the	the	DET
ap-8214	80	13	faults	fault	NOUN
ap-8214	80	14	in	in	ADP
ap-8214	80	15	electric	electric	ADJ
ap-8214	80	16	motors	motor	NOUN
ap-8214	80	17	.	.	PUNCT
ap-8214	81	1	about	about	ADV
ap-8214	81	2	60	60	NUM
ap-8214	81	3	%	%	NOUN
ap-8214	81	4	of	of	ADP
ap-8214	81	5	mechanical	mechanical	ADJ
ap-8214	81	6	defects	defect	NOUN
ap-8214	81	7	are	be	AUX
ap-8214	81	8	linked	link	VERB
ap-8214	81	9	to	to	ADP
ap-8214	81	10	rotor	rotor	NOUN
ap-8214	81	11	eccentricities	eccentricity	NOUN
ap-8214	81	12	.	.	PUNCT
ap-8214	82	1	figure	figure	VERB
ap-8214	82	2	3	3	NUM
ap-8214	82	3	.	.	PUNCT
ap-8214	82	4	stator	stator	NOUN
ap-8214	82	5	current	current	ADJ
ap-8214	82	6	analysis	analysis	NOUN
ap-8214	82	7	steps	step	NOUN
ap-8214	82	8	.	.	PUNCT
ap-8214	83	1	indeed	indeed	ADV
ap-8214	83	2	,	,	PUNCT
ap-8214	83	3	the	the	DET
ap-8214	83	4	rotor	rotor	NOUN
ap-8214	83	5	eccentricity	eccentricity	NOUN
ap-8214	83	6	is	be	AUX
ap-8214	83	7	often	often	ADV
ap-8214	83	8	generated	generate	VERB
ap-8214	83	9	from	from	ADP
ap-8214	83	10	other	other	ADJ
ap-8214	83	11	defect	defect	NOUN
ap-8214	83	12	such	such	ADJ
ap-8214	83	13	as	as	ADP
ap-8214	83	14	bearing	bear	VERB
ap-8214	83	15	failures	failure	NOUN
ap-8214	83	16	or	or	CCONJ
ap-8214	83	17	load	load	NOUN
ap-8214	83	18	misalignments	misalignment	NOUN
ap-8214	83	19	.	.	PUNCT
ap-8214	84	1	the	the	DET
ap-8214	84	2	impact	impact	NOUN
ap-8214	84	3	of	of	ADP
ap-8214	84	4	this	this	DET
ap-8214	84	5	fault	fault	NOUN
ap-8214	84	6	can	can	AUX
ap-8214	84	7	be	be	AUX
ap-8214	84	8	serious	serious	ADJ
ap-8214	84	9	;	;	PUNCT
ap-8214	84	10	this	this	PRON
ap-8214	84	11	could	could	AUX
ap-8214	84	12	even	even	ADV
ap-8214	84	13	result	result	VERB
ap-8214	84	14	in	in	ADP
ap-8214	84	15	a	a	DET
ap-8214	84	16	breakdown	breakdown	NOUN
ap-8214	84	17	of	of	ADP
ap-8214	84	18	the	the	DET
ap-8214	84	19	motor	motor	NOUN
ap-8214	84	20	due	due	ADP
ap-8214	84	21	to	to	ADP
ap-8214	84	22	rotor	rotor	NOUN
ap-8214	84	23	-	-	PUNCT
ap-8214	84	24	to	to	ADP
ap-8214	84	25	-	-	PUNCT
ap-8214	84	26	stator	stator	NOUN
ap-8214	84	27	friction	friction	NOUN
ap-8214	84	28	[	[	X
ap-8214	84	29	25–27	25–27	NUM
ap-8214	84	30	]	]	SYM
ap-8214	84	31	.	.	PUNCT
ap-8214	85	1	dynamic	dynamic	ADJ
ap-8214	85	2	eccentricity	eccentricity	NOUN
ap-8214	85	3	(	(	PUNCT
ap-8214	85	4	de	de	ADJ
ap-8214	85	5	)	)	PUNCT
ap-8214	85	6	take	take	VERB
ap-8214	85	7	place	place	NOUN
ap-8214	85	8	when	when	SCONJ
ap-8214	85	9	the	the	DET
ap-8214	85	10	rotor	rotor	NOUN
ap-8214	85	11	axle	axle	NOUN
ap-8214	85	12	is	be	AUX
ap-8214	85	13	not	not	PART
ap-8214	85	14	matching	match	VERB
ap-8214	85	15	the	the	DET
ap-8214	85	16	rotation	rotation	NOUN
ap-8214	85	17	axle	axle	NOUN
ap-8214	85	18	and	and	CCONJ
ap-8214	85	19	the	the	DET
ap-8214	85	20	narrow	narrow	ADJ
ap-8214	85	21	side	side	NOUN
ap-8214	85	22	of	of	ADP
ap-8214	85	23	the	the	DET
ap-8214	85	24	air	air	NOUN
ap-8214	85	25	-	-	PUNCT
ap-8214	85	26	gap	gap	NOUN
ap-8214	85	27	rotates	rotate	NOUN
ap-8214	85	28	at	at	ADP
ap-8214	85	29	the	the	DET
ap-8214	85	30	same	same	ADJ
ap-8214	85	31	speed	speed	NOUN
ap-8214	85	32	as	as	ADP
ap-8214	85	33	the	the	DET
ap-8214	85	34	rotor	rotor	NOUN
ap-8214	85	35	(	(	PUNCT
ap-8214	85	36	figure	figure	VERB
ap-8214	85	37	4	4	NUM
ap-8214	85	38	)	)	PUNCT
ap-8214	85	39	.	.	PUNCT
ap-8214	86	1	there	there	PRON
ap-8214	86	2	are	be	VERB
ap-8214	86	3	multiple	multiple	ADJ
ap-8214	86	4	causes	cause	NOUN
ap-8214	86	5	of	of	ADP
ap-8214	86	6	dynamic	dynamic	ADJ
ap-8214	86	7	eccentricity	eccentricity	NOUN
ap-8214	86	8	and	and	CCONJ
ap-8214	86	9	the	the	DET
ap-8214	86	10	most	most	ADV
ap-8214	86	11	common	common	ADJ
ap-8214	86	12	are	be	AUX
ap-8214	86	13	manufacturing	manufacture	VERB
ap-8214	86	14	tolerances	tolerance	NOUN
ap-8214	86	15	,	,	PUNCT
ap-8214	86	16	bearing	bear	VERB
ap-8214	86	17	wear	wear	NOUN
ap-8214	86	18	,	,	PUNCT
ap-8214	86	19	and	and	CCONJ
ap-8214	86	20	incorrect	incorrect	ADJ
ap-8214	86	21	manufacture	manufacture	NOUN
ap-8214	86	22	of	of	ADP
ap-8214	86	23	the	the	DET
ap-8214	86	24	machine	machine	NOUN
ap-8214	86	25	components	component	NOUN
ap-8214	86	26	.	.	PUNCT
ap-8214	87	1	another	another	DET
ap-8214	87	2	source	source	NOUN
ap-8214	87	3	of	of	ADP
ap-8214	87	4	dynamic	dynamic	ADJ
ap-8214	87	5	eccentricity	eccentricity	NOUN
ap-8214	87	6	is	be	AUX
ap-8214	87	7	the	the	DET
ap-8214	87	8	rotation	rotation	NOUN
ap-8214	87	9	of	of	ADP
ap-8214	87	10	the	the	DET
ap-8214	87	11	rotors	rotor	NOUN
ap-8214	87	12	at	at	ADP
ap-8214	87	13	a	a	DET
ap-8214	87	14	speed	speed	NOUN
ap-8214	87	15	close	close	ADV
ap-8214	87	16	to	to	ADP
ap-8214	87	17	the	the	DET
ap-8214	87	18	critical	critical	ADJ
ap-8214	87	19	speed	speed	NOUN
ap-8214	87	20	;	;	PUNCT
ap-8214	87	21	it	it	PRON
ap-8214	87	22	is	be	AUX
ap-8214	87	23	an	an	DET
ap-8214	87	24	important	important	ADJ
ap-8214	87	25	consideration	consideration	NOUN
ap-8214	87	26	in	in	ADP
ap-8214	87	27	larger	large	ADJ
ap-8214	87	28	and	and	CCONJ
ap-8214	87	29	flexible	flexible	ADJ
ap-8214	87	30	-	-	PUNCT
ap-8214	87	31	shaft	shaft	NOUN
ap-8214	87	32	machines	machine	NOUN
ap-8214	87	33	.	.	PUNCT
ap-8214	88	1	in	in	ADP
ap-8214	88	2	an	an	DET
ap-8214	88	3	induction	induction	NOUN
ap-8214	88	4	machine	machine	NOUN
ap-8214	88	5	,	,	PUNCT
ap-8214	88	6	a	a	DET
ap-8214	88	7	dynamic	dynamic	ADJ
ap-8214	88	8	eccentricity	eccentricity	NOUN
ap-8214	88	9	can	can	AUX
ap-8214	88	10	be	be	AUX
ap-8214	88	11	identified	identify	VERB
ap-8214	88	12	by	by	ADP
ap-8214	88	13	examining	examine	VERB
ap-8214	88	14	the	the	DET
ap-8214	88	15	frequency	frequency	NOUN
ap-8214	88	16	components	component	NOUN
ap-8214	88	17	defined	define	VERB
ap-8214	88	18	as	as	SCONJ
ap-8214	88	19	follows	follow	VERB
ap-8214	88	20	[	[	X
ap-8214	88	21	27–29	27–29	NUM
ap-8214	88	22	]	]	X
ap-8214	88	23	:	:	PUNCT
ap-8214	88	24	fde	fde	PROPN
ap-8214	88	25	=	=	SYM
ap-8214	88	26	(	(	PUNCT
ap-8214	88	27	1	1	NUM
ap-8214	88	28	±	±	NOUN
ap-8214	88	29	(	(	PUNCT
ap-8214	88	30	1	1	NUM
ap-8214	88	31	−	−	PROPN
ap-8214	88	32	s	s	NOUN
ap-8214	88	33	)	)	PUNCT
ap-8214	88	34	p	p	NOUN
ap-8214	88	35	)	)	PUNCT
ap-8214	88	36	fs	fs	PROPN
ap-8214	88	37	,	,	PUNCT
ap-8214	88	38	(	(	PUNCT
ap-8214	88	39	5	5	NUM
ap-8214	88	40	)	)	PUNCT
ap-8214	88	41	where	where	SCONJ
ap-8214	88	42	fde	fde	PROPN
ap-8214	88	43	:	:	PUNCT
ap-8214	88	44	the	the	DET
ap-8214	88	45	characteristic	characteristic	ADJ
ap-8214	88	46	frequency	frequency	NOUN
ap-8214	88	47	of	of	ADP
ap-8214	88	48	the	the	DET
ap-8214	88	49	de	de	PROPN
ap-8214	88	50	s	s	PART
ap-8214	88	51	:	:	PUNCT
ap-8214	88	52	the	the	DET
ap-8214	88	53	slip	slip	NOUN
ap-8214	88	54	fs	fs	X
ap-8214	88	55	:	:	PUNCT
ap-8214	88	56	the	the	DET
ap-8214	88	57	supply	supply	NOUN
ap-8214	88	58	frequency	frequency	NOUN
ap-8214	88	59	figure	figure	NOUN
ap-8214	88	60	4	4	NUM
ap-8214	88	61	.	.	PUNCT
ap-8214	88	62	dynamic	dynamic	ADJ
ap-8214	88	63	eccentricity	eccentricity	NOUN
ap-8214	88	64	mechanism	mechanism	NOUN
ap-8214	88	65	.	.	PUNCT
ap-8214	89	1	a	a	DET
ap-8214	89	2	non	non	ADJ
ap-8214	89	3	-	-	ADJ
ap-8214	89	4	constant	constant	ADJ
ap-8214	89	5	air	air	NOUN
ap-8214	89	6	-	-	PUNCT
ap-8214	89	7	gap	gap	NOUN
ap-8214	89	8	generates	generate	VERB
ap-8214	89	9	a	a	DET
ap-8214	89	10	rotating	rotate	VERB
ap-8214	89	11	radial	radial	ADJ
ap-8214	89	12	force	force	NOUN
ap-8214	89	13	and	and	CCONJ
ap-8214	89	14	an	an	DET
ap-8214	89	15	unbalanced	unbalanced	ADJ
ap-8214	89	16	magnetic	magnetic	ADJ
ap-8214	89	17	pull	pull	NOUN
ap-8214	89	18	(	(	PUNCT
ap-8214	89	19	ump	ump	NOUN
ap-8214	89	20	)	)	PUNCT
ap-8214	89	21	on	on	ADP
ap-8214	89	22	the	the	DET
ap-8214	89	23	rotor	rotor	NOUN
ap-8214	89	24	and	and	CCONJ
ap-8214	89	25	stator	stator	NOUN
ap-8214	89	26	due	due	ADP
ap-8214	89	27	to	to	ADP
ap-8214	89	28	the	the	DET
ap-8214	89	29	interaction	interaction	NOUN
ap-8214	89	30	of	of	ADP
ap-8214	89	31	the	the	DET
ap-8214	89	32	space	space	NOUN
ap-8214	89	33	harmonic	harmonic	ADJ
ap-8214	89	34	field	field	NOUN
ap-8214	89	35	components	component	NOUN
ap-8214	89	36	with	with	ADP
ap-8214	89	37	pole	pole	ADJ
ap-8214	89	38	pair	pair	NOUN
ap-8214	89	39	numbers	number	NOUN
ap-8214	89	40	differing	differ	VERB
ap-8214	89	41	by	by	ADP
ap-8214	89	42	one	one	NUM
ap-8214	89	43	and	and	CCONJ
ap-8214	89	44	rotating	rotate	VERB
ap-8214	89	45	in	in	ADP
ap-8214	89	46	the	the	DET
ap-8214	89	47	same	same	ADJ
ap-8214	89	48	direction	direction	NOUN
ap-8214	89	49	.	.	PUNCT
ap-8214	90	1	3	3	NUM
ap-8214	90	2	a.	a.	NOUN
ap-8214	90	3	bouzida	bouzida	PROPN
ap-8214	90	4	,	,	PUNCT
ap-8214	90	5	r.	r.	PROPN
ap-8214	90	6	abdelli	abdelli	ADV
ap-8214	90	7	,	,	PUNCT
ap-8214	90	8	a.	a.	PROPN
ap-8214	90	9	boudouda	boudouda	PROPN
ap-8214	90	10	acta	acta	PROPN
ap-8214	90	11	polytechnica	polytechnica	PROPN
ap-8214	90	12	the	the	DET
ap-8214	90	13	dynamic	dynamic	ADJ
ap-8214	90	14	eccentricity	eccentricity	NOUN
ap-8214	90	15	may	may	AUX
ap-8214	90	16	generate	generate	VERB
ap-8214	90	17	vibrations	vibration	NOUN
ap-8214	90	18	at	at	ADP
ap-8214	90	19	the	the	DET
ap-8214	90	20	supply	supply	NOUN
ap-8214	90	21	frequency	frequency	NOUN
ap-8214	90	22	and	and	CCONJ
ap-8214	90	23	at	at	ADP
ap-8214	90	24	the	the	DET
ap-8214	90	25	rotor	rotor	NOUN
ap-8214	90	26	frequency	frequency	NOUN
ap-8214	90	27	(	(	PUNCT
ap-8214	90	28	fr	fr	PROPN
ap-8214	90	29	)	)	PUNCT
ap-8214	90	30	,	,	PUNCT
ap-8214	90	31	these	these	PRON
ap-8214	90	32	are	be	AUX
ap-8214	90	33	given	give	VERB
ap-8214	90	34	by	by	ADP
ap-8214	90	35	2fr	2fr	ADJ
ap-8214	90	36	,	,	PUNCT
ap-8214	90	37	2fs	2fs	ADJ
ap-8214	90	38	±	±	NUM
ap-8214	90	39	fr	fr	NOUN
ap-8214	91	1	[	[	X
ap-8214	91	2	30	30	NUM
ap-8214	91	3	]	]	PUNCT
ap-8214	91	4	.	.	PUNCT
ap-8214	92	1	where	where	SCONJ
ap-8214	92	2	fs	fs	PROPN
ap-8214	92	3	is	be	AUX
ap-8214	92	4	the	the	DET
ap-8214	92	5	supply	supply	NOUN
ap-8214	92	6	frequency	frequency	NOUN
ap-8214	92	7	.	.	PUNCT
ap-8214	93	1	a	a	DET
ap-8214	93	2	misalignment	misalignment	NOUN
ap-8214	93	3	of	of	ADP
ap-8214	93	4	the	the	DET
ap-8214	93	5	coupling	coupling	NOUN
ap-8214	93	6	is	be	AUX
ap-8214	93	7	a	a	DET
ap-8214	93	8	condition	condition	NOUN
ap-8214	93	9	in	in	ADP
ap-8214	93	10	which	which	PRON
ap-8214	93	11	the	the	DET
ap-8214	93	12	shaft	shaft	NOUN
ap-8214	93	13	of	of	ADP
ap-8214	93	14	the	the	DET
ap-8214	93	15	drive	drive	ADJ
ap-8214	93	16	machine	machine	NOUN
ap-8214	93	17	and	and	CCONJ
ap-8214	93	18	the	the	DET
ap-8214	93	19	driven	drive	VERB
ap-8214	93	20	machine	machine	NOUN
ap-8214	93	21	are	be	AUX
ap-8214	93	22	not	not	PART
ap-8214	93	23	on	on	ADP
ap-8214	93	24	the	the	DET
ap-8214	93	25	same	same	ADJ
ap-8214	93	26	centre	centre	NOUN
ap-8214	93	27	line	line	NOUN
ap-8214	93	28	(	(	PUNCT
ap-8214	93	29	figure	figure	NOUN
ap-8214	93	30	5	5	NUM
ap-8214	93	31	)	)	PUNCT
ap-8214	93	32	.	.	PUNCT
ap-8214	94	1	the	the	DET
ap-8214	94	2	misalignment	misalignment	NOUN
ap-8214	94	3	can	can	AUX
ap-8214	94	4	be	be	AUX
ap-8214	94	5	parallel	parallel	ADJ
ap-8214	94	6	,	,	PUNCT
ap-8214	94	7	angular	angular	ADJ
ap-8214	94	8	or	or	CCONJ
ap-8214	94	9	both	both	PRON
ap-8214	94	10	(	(	PUNCT
ap-8214	94	11	combined	combine	VERB
ap-8214	94	12	:	:	PUNCT
ap-8214	94	13	parallel	parallel	ADJ
ap-8214	94	14	and	and	CCONJ
ap-8214	94	15	angular	angular	ADJ
ap-8214	94	16	)	)	PUNCT
ap-8214	94	17	.	.	PUNCT
ap-8214	95	1	it	it	PRON
ap-8214	95	2	is	be	AUX
ap-8214	95	3	very	very	ADV
ap-8214	95	4	difficult	difficult	ADJ
ap-8214	95	5	to	to	PART
ap-8214	95	6	obtain	obtain	VERB
ap-8214	95	7	a	a	DET
ap-8214	95	8	perfect	perfect	ADJ
ap-8214	95	9	alignment	alignment	NOUN
ap-8214	95	10	between	between	ADP
ap-8214	95	11	two	two	NUM
ap-8214	95	12	shafts	shafts	ADJ
ap-8214	95	13	in	in	ADP
ap-8214	95	14	industrial	industrial	ADJ
ap-8214	95	15	applications	application	NOUN
ap-8214	95	16	[	[	X
ap-8214	95	17	28	28	NUM
ap-8214	95	18	,	,	PUNCT
ap-8214	95	19	31	31	NUM
ap-8214	95	20	]	]	PUNCT
ap-8214	95	21	.	.	PUNCT
ap-8214	96	1	figure	figure	NOUN
ap-8214	96	2	5	5	NUM
ap-8214	96	3	.	.	PUNCT
ap-8214	96	4	shafts	shafts	ADJ
ap-8214	96	5	misalignment	misalignment	NOUN
ap-8214	96	6	.	.	PUNCT
ap-8214	97	1	even	even	ADV
ap-8214	97	2	if	if	SCONJ
ap-8214	97	3	a	a	DET
ap-8214	97	4	precise	precise	ADJ
ap-8214	97	5	alignment	alignment	NOUN
ap-8214	97	6	is	be	AUX
ap-8214	97	7	ensured	ensure	VERB
ap-8214	97	8	,	,	PUNCT
ap-8214	97	9	it	it	PRON
ap-8214	97	10	can	can	AUX
ap-8214	97	11	not	not	PART
ap-8214	97	12	be	be	AUX
ap-8214	97	13	maintained	maintain	VERB
ap-8214	97	14	for	for	ADP
ap-8214	97	15	a	a	DET
ap-8214	97	16	long	long	ADJ
ap-8214	97	17	time	time	NOUN
ap-8214	97	18	due	due	ADP
ap-8214	97	19	to	to	ADP
ap-8214	97	20	many	many	ADJ
ap-8214	97	21	external	external	ADJ
ap-8214	97	22	effects	effect	NOUN
ap-8214	97	23	such	such	ADJ
ap-8214	97	24	as	as	ADP
ap-8214	97	25	a	a	DET
ap-8214	97	26	disturbance	disturbance	NOUN
ap-8214	97	27	of	of	ADP
ap-8214	97	28	the	the	DET
ap-8214	97	29	base	base	PROPN
ap-8214	97	30	foundation	foundation	PROPN
ap-8214	97	31	.	.	PUNCT
ap-8214	98	1	a	a	DET
ap-8214	98	2	shaft	shaft	NOUN
ap-8214	98	3	misalignment	misalignment	NOUN
ap-8214	98	4	is	be	AUX
ap-8214	98	5	a	a	DET
ap-8214	98	6	commonly	commonly	ADV
ap-8214	98	7	encountered	encounter	VERB
ap-8214	98	8	problem	problem	NOUN
ap-8214	98	9	observed	observe	VERB
ap-8214	98	10	in	in	ADP
ap-8214	98	11	the	the	DET
ap-8214	98	12	large	large	ADJ
ap-8214	98	13	rotor	rotor	NOUN
ap-8214	98	14	bearing	bear	VERB
ap-8214	98	15	machines	machine	NOUN
ap-8214	98	16	and	and	CCONJ
ap-8214	98	17	produces	produce	VERB
ap-8214	98	18	significant	significant	ADJ
ap-8214	98	19	vibrations	vibration	NOUN
ap-8214	98	20	.	.	PUNCT
ap-8214	99	1	flexible	flexible	ADJ
ap-8214	99	2	couplings	coupling	NOUN
ap-8214	99	3	are	be	AUX
ap-8214	99	4	commonly	commonly	ADV
ap-8214	99	5	employed	employ	VERB
ap-8214	99	6	in	in	ADP
ap-8214	99	7	industrial	industrial	ADJ
ap-8214	99	8	production	production	NOUN
ap-8214	99	9	chains	chain	NOUN
ap-8214	99	10	to	to	PART
ap-8214	99	11	transmit	transmit	VERB
ap-8214	99	12	mechanical	mechanical	ADJ
ap-8214	99	13	power	power	NOUN
ap-8214	99	14	between	between	ADP
ap-8214	99	15	the	the	DET
ap-8214	99	16	machine	machine	NOUN
ap-8214	99	17	and	and	CCONJ
ap-8214	99	18	the	the	DET
ap-8214	99	19	driven	drive	VERB
ap-8214	99	20	load	load	NOUN
ap-8214	99	21	.	.	PUNCT
ap-8214	100	1	most	most	ADJ
ap-8214	100	2	couplings	coupling	NOUN
ap-8214	100	3	transmit	transmit	VERB
ap-8214	100	4	electromagnetic	electromagnetic	ADJ
ap-8214	100	5	torque	torque	NOUN
ap-8214	100	6	via	via	ADP
ap-8214	100	7	an	an	DET
ap-8214	100	8	elastomer	elastomer	NOUN
ap-8214	100	9	or	or	CCONJ
ap-8214	100	10	a	a	DET
ap-8214	100	11	metal	metal	NOUN
ap-8214	100	12	spring	spring	NOUN
ap-8214	100	13	in	in	ADP
ap-8214	100	14	order	order	NOUN
ap-8214	100	15	to	to	PART
ap-8214	100	16	reduce	reduce	VERB
ap-8214	100	17	the	the	DET
ap-8214	100	18	vibration	vibration	NOUN
ap-8214	100	19	within	within	ADP
ap-8214	100	20	an	an	DET
ap-8214	100	21	accepted	accepted	ADJ
ap-8214	100	22	level	level	NOUN
ap-8214	100	23	of	of	ADP
ap-8214	100	24	misalignment	misalignment	NOUN
ap-8214	100	25	.	.	PUNCT
ap-8214	101	1	electrical	electrical	ADJ
ap-8214	101	2	machines	machine	NOUN
ap-8214	101	3	manufacturers	manufacturer	NOUN
ap-8214	101	4	suggest	suggest	VERB
ap-8214	101	5	using	use	VERB
ap-8214	101	6	the	the	DET
ap-8214	101	7	flexible	flexible	ADJ
ap-8214	101	8	couplings	coupling	NOUN
ap-8214	101	9	based	base	VERB
ap-8214	101	10	on	on	ADP
ap-8214	101	11	thermoplastics	thermoplastic	NOUN
ap-8214	101	12	as	as	ADP
ap-8214	101	13	active	active	ADJ
ap-8214	101	14	transmission	transmission	NOUN
ap-8214	101	15	elements	element	NOUN
ap-8214	101	16	for	for	ADP
ap-8214	101	17	load	load	NOUN
ap-8214	101	18	aligning	align	VERB
ap-8214	101	19	by	by	ADP
ap-8214	101	20	using	use	VERB
ap-8214	101	21	laser	laser	NOUN
ap-8214	101	22	equipment	equipment	NOUN
ap-8214	101	23	or	or	CCONJ
ap-8214	101	24	alignment	alignment	NOUN
ap-8214	101	25	clocks	clock	NOUN
ap-8214	101	26	.	.	PUNCT
ap-8214	102	1	the	the	DET
ap-8214	102	2	misaligned	misaligned	ADJ
ap-8214	102	3	flexible	flexible	ADJ
ap-8214	102	4	couplings	coupling	NOUN
ap-8214	102	5	can	can	AUX
ap-8214	102	6	transmit	transmit	VERB
ap-8214	102	7	torque	torque	NOUN
ap-8214	102	8	,	,	PUNCT
ap-8214	102	9	producing	produce	VERB
ap-8214	102	10	high	high	ADJ
ap-8214	102	11	vibration	vibration	NOUN
ap-8214	102	12	levels	level	NOUN
ap-8214	102	13	and	and	CCONJ
ap-8214	102	14	may	may	AUX
ap-8214	102	15	cause	cause	VERB
ap-8214	102	16	damage	damage	NOUN
ap-8214	102	17	to	to	ADP
ap-8214	102	18	the	the	DET
ap-8214	102	19	shaft	shaft	NOUN
ap-8214	102	20	and	and	CCONJ
ap-8214	102	21	bearings	bearing	NOUN
ap-8214	102	22	.	.	PUNCT
ap-8214	103	1	the	the	DET
ap-8214	103	2	misalignment	misalignment	NOUN
ap-8214	103	3	induces	induce	VERB
ap-8214	103	4	harmonics	harmonic	NOUN
ap-8214	103	5	in	in	ADP
ap-8214	103	6	the	the	DET
ap-8214	103	7	stator	stator	NOUN
ap-8214	103	8	current	current	ADJ
ap-8214	103	9	spectrum	spectrum	NOUN
ap-8214	103	10	at	at	ADP
ap-8214	103	11	frequencies	frequency	NOUN
ap-8214	103	12	,	,	PUNCT
ap-8214	103	13	this	this	PRON
ap-8214	103	14	makes	make	VERB
ap-8214	103	15	it	it	PRON
ap-8214	103	16	possible	possible	ADJ
ap-8214	103	17	to	to	PART
ap-8214	103	18	detect	detect	VERB
ap-8214	103	19	these	these	DET
ap-8214	103	20	phenomena	phenomenon	NOUN
ap-8214	103	21	.	.	PUNCT
ap-8214	104	1	however	however	ADV
ap-8214	104	2	,	,	PUNCT
ap-8214	104	3	since	since	SCONJ
ap-8214	104	4	similar	similar	ADJ
ap-8214	104	5	harmonics	harmonic	NOUN
ap-8214	104	6	are	be	AUX
ap-8214	104	7	produced	produce	VERB
ap-8214	104	8	by	by	ADP
ap-8214	104	9	some	some	DET
ap-8214	104	10	mechanical	mechanical	ADJ
ap-8214	104	11	faults	fault	NOUN
ap-8214	104	12	,	,	PUNCT
ap-8214	104	13	their	their	PRON
ap-8214	104	14	detection	detection	NOUN
ap-8214	104	15	and	and	CCONJ
ap-8214	104	16	localisation	localisation	NOUN
ap-8214	104	17	are	be	AUX
ap-8214	104	18	still	still	ADV
ap-8214	104	19	a	a	DET
ap-8214	104	20	delicate	delicate	ADJ
ap-8214	104	21	matter	matter	NOUN
ap-8214	104	22	when	when	SCONJ
ap-8214	104	23	using	use	VERB
ap-8214	104	24	mcsa	mcsa	PROPN
ap-8214	104	25	.	.	PUNCT
ap-8214	105	1	to	to	PART
ap-8214	105	2	overcome	overcome	VERB
ap-8214	105	3	this	this	DET
ap-8214	105	4	limitation	limitation	NOUN
ap-8214	105	5	,	,	PUNCT
ap-8214	105	6	it	it	PRON
ap-8214	105	7	becomes	become	VERB
ap-8214	105	8	necessary	necessary	ADJ
ap-8214	105	9	to	to	PART
ap-8214	105	10	identify	identify	VERB
ap-8214	105	11	misalignment	misalignment	NOUN
ap-8214	105	12	faults	fault	NOUN
ap-8214	105	13	over	over	ADP
ap-8214	105	14	a	a	DET
ap-8214	105	15	wide	wide	ADJ
ap-8214	105	16	band	band	NOUN
ap-8214	105	17	of	of	ADP
ap-8214	105	18	frequency	frequency	NOUN
ap-8214	105	19	[	[	X
ap-8214	105	20	4	4	NUM
ap-8214	105	21	]	]	PUNCT
ap-8214	105	22	.	.	PUNCT
ap-8214	106	1	the	the	DET
ap-8214	106	2	main	main	ADJ
ap-8214	106	3	goal	goal	NOUN
ap-8214	106	4	of	of	ADP
ap-8214	106	5	this	this	DET
ap-8214	106	6	paper	paper	NOUN
ap-8214	106	7	is	be	AUX
ap-8214	106	8	to	to	PART
ap-8214	106	9	use	use	VERB
ap-8214	106	10	the	the	DET
ap-8214	106	11	dwt	dwt	NOUN
ap-8214	106	12	approach	approach	NOUN
ap-8214	106	13	for	for	ADP
ap-8214	106	14	the	the	DET
ap-8214	106	15	detection	detection	NOUN
ap-8214	106	16	of	of	ADP
ap-8214	106	17	dynamic	dynamic	ADJ
ap-8214	106	18	eccentricity	eccentricity	NOUN
ap-8214	106	19	and	and	CCONJ
ap-8214	106	20	shaft	shaft	NOUN
ap-8214	106	21	misalignment	misalignment	NOUN
ap-8214	106	22	in	in	ADP
ap-8214	106	23	squirrel	squirrel	NOUN
ap-8214	106	24	cage	cage	NOUN
ap-8214	106	25	induction	induction	NOUN
ap-8214	106	26	motors	motor	NOUN
ap-8214	106	27	under	under	ADP
ap-8214	106	28	various	various	ADJ
ap-8214	106	29	loading	loading	NOUN
ap-8214	106	30	conditions	condition	NOUN
ap-8214	106	31	,	,	PUNCT
ap-8214	106	32	since	since	SCONJ
ap-8214	106	33	the	the	DET
ap-8214	106	34	frequency	frequency	NOUN
ap-8214	106	35	components	component	NOUN
ap-8214	106	36	introduced	introduce	VERB
ap-8214	106	37	by	by	ADP
ap-8214	106	38	these	these	DET
ap-8214	106	39	faults	fault	NOUN
ap-8214	106	40	depend	depend	VERB
ap-8214	106	41	on	on	ADP
ap-8214	106	42	the	the	DET
ap-8214	106	43	load	load	NOUN
ap-8214	106	44	.	.	PUNCT
ap-8214	107	1	their	their	PRON
ap-8214	107	2	detection	detection	NOUN
ap-8214	107	3	and	and	CCONJ
ap-8214	107	4	decision	decision	NOUN
ap-8214	107	5	can	can	AUX
ap-8214	107	6	constitute	constitute	VERB
ap-8214	107	7	a	a	DET
ap-8214	107	8	powerful	powerful	ADJ
ap-8214	107	9	indicator	indicator	NOUN
ap-8214	107	10	for	for	ADP
ap-8214	107	11	the	the	DET
ap-8214	107	12	diagnosis	diagnosis	NOUN
ap-8214	107	13	.	.	PUNCT
ap-8214	108	1	in	in	ADP
ap-8214	108	2	this	this	DET
ap-8214	108	3	work	work	NOUN
ap-8214	108	4	,	,	PUNCT
ap-8214	108	5	the	the	DET
ap-8214	108	6	obtained	obtain	VERB
ap-8214	108	7	approximation	approximation	NOUN
ap-8214	108	8	signals	signal	NOUN
ap-8214	108	9	generated	generate	VERB
ap-8214	108	10	by	by	ADP
ap-8214	108	11	the	the	DET
ap-8214	108	12	multilevel	multilevel	ADJ
ap-8214	108	13	decomposition	decomposition	NOUN
ap-8214	108	14	are	be	AUX
ap-8214	108	15	used	use	VERB
ap-8214	108	16	to	to	PART
ap-8214	108	17	build	build	VERB
ap-8214	108	18	an	an	DET
ap-8214	108	19	energy	energy	NOUN
ap-8214	108	20	parameter	parameter	NOUN
ap-8214	108	21	value	value	NOUN
ap-8214	108	22	rated	rate	VERB
ap-8214	108	23	power	power	NOUN
ap-8214	108	24	5.5	5.5	NUM
ap-8214	108	25	kw	kw	NOUN
ap-8214	108	26	rated	rate	VERB
ap-8214	108	27	voltage	voltage	NOUN
ap-8214	108	28	400	400	NUM
ap-8214	108	29	v	v	NOUN
ap-8214	108	30	rated	rate	VERB
ap-8214	108	31	line	line	NOUN
ap-8214	108	32	current	current	ADJ
ap-8214	108	33	10.5	10.5	NUM
ap-8214	108	34	a	a	DET
ap-8214	108	35	rated	rate	VERB
ap-8214	108	36	speed	speed	NOUN
ap-8214	108	37	1455	1455	NUM
ap-8214	108	38	rpm	rpm	NOUN
ap-8214	108	39	rated	rate	VERB
ap-8214	108	40	power	power	NOUN
ap-8214	108	41	factor	factor	NOUN
ap-8214	108	42	0.88	0.88	NUM
ap-8214	108	43	dc	dc	PROPN
ap-8214	108	44	motor	motor	NOUN
ap-8214	108	45	ms1321	ms1321	PROPN
ap-8214	108	46	rated	rate	VERB
ap-8214	108	47	speed	speed	NOUN
ap-8214	108	48	1450	1450	NUM
ap-8214	108	49	rpm	rpm	NOUN
ap-8214	108	50	rated	rate	VERB
ap-8214	108	51	power	power	NOUN
ap-8214	108	52	3.9	3.9	NUM
ap-8214	108	53	kw	kw	VERB
ap-8214	108	54	rated	rate	VERB
ap-8214	108	55	voltage	voltage	NOUN
ap-8214	108	56	260	260	NUM
ap-8214	108	57	v	v	NOUN
ap-8214	108	58	rated	rate	VERB
ap-8214	108	59	current	current	ADJ
ap-8214	108	60	17.6	17.6	NUM
ap-8214	108	61	a	a	DET
ap-8214	108	62	table	table	NOUN
ap-8214	108	63	1	1	NUM
ap-8214	108	64	.	.	PUNCT
ap-8214	109	1	characteristics	characteristic	NOUN
ap-8214	109	2	of	of	ADP
ap-8214	109	3	the	the	DET
ap-8214	109	4	5.5	5.5	NUM
ap-8214	109	5	kw	kw	INTJ
ap-8214	109	6	i	i	PRON
ap-8214	109	7	m	m	VERB
ap-8214	109	8	and	and	CCONJ
ap-8214	109	9	dc	dc	PROPN
ap-8214	109	10	load	load	NOUN
ap-8214	109	11	.	.	PUNCT
ap-8214	110	1	vector	vector	NOUN
ap-8214	110	2	calculated	calculate	VERB
ap-8214	110	3	for	for	ADP
ap-8214	110	4	each	each	DET
ap-8214	110	5	decomposition	decomposition	NOUN
ap-8214	110	6	node	node	NOUN
ap-8214	110	7	.	.	PUNCT
ap-8214	111	1	the	the	DET
ap-8214	111	2	method	method	NOUN
ap-8214	111	3	allows	allow	VERB
ap-8214	111	4	the	the	DET
ap-8214	111	5	detection	detection	NOUN
ap-8214	111	6	based	base	VERB
ap-8214	111	7	on	on	ADP
ap-8214	111	8	the	the	DET
ap-8214	111	9	analysis	analysis	NOUN
ap-8214	111	10	of	of	ADP
ap-8214	111	11	the	the	DET
ap-8214	111	12	energy	energy	NOUN
ap-8214	111	13	of	of	ADP
ap-8214	111	14	the	the	DET
ap-8214	111	15	signals	signal	NOUN
ap-8214	111	16	that	that	PRON
ap-8214	111	17	are	be	AUX
ap-8214	111	18	amplified	amplify	VERB
ap-8214	111	19	by	by	ADP
ap-8214	111	20	the	the	DET
ap-8214	111	21	different	different	ADJ
ap-8214	111	22	faults	fault	NOUN
ap-8214	111	23	.	.	PUNCT
ap-8214	112	1	this	this	DET
ap-8214	112	2	method	method	NOUN
ap-8214	112	3	constitutes	constitute	VERB
ap-8214	112	4	an	an	DET
ap-8214	112	5	important	important	ADJ
ap-8214	112	6	advantage	advantage	NOUN
ap-8214	112	7	when	when	SCONJ
ap-8214	112	8	compared	compare	VERB
ap-8214	112	9	to	to	ADP
ap-8214	112	10	the	the	DET
ap-8214	112	11	classical	classical	ADJ
ap-8214	112	12	methods	method	NOUN
ap-8214	112	13	by	by	ADP
ap-8214	112	14	analysing	analyse	VERB
ap-8214	112	15	the	the	DET
ap-8214	112	16	stator	stator	NOUN
ap-8214	112	17	current	current	NOUN
ap-8214	112	18	under	under	ADP
ap-8214	112	19	a	a	DET
ap-8214	112	20	wide	wide	ADJ
ap-8214	112	21	frequency	frequency	NOUN
ap-8214	112	22	band	band	NOUN
ap-8214	112	23	and	and	CCONJ
ap-8214	112	24	avoiding	avoid	VERB
ap-8214	112	25	the	the	DET
ap-8214	112	26	tracking	tracking	NOUN
ap-8214	112	27	of	of	ADP
ap-8214	112	28	harmonics	harmonic	NOUN
ap-8214	112	29	in	in	ADP
ap-8214	112	30	a	a	DET
ap-8214	112	31	limited	limited	ADJ
ap-8214	112	32	band	band	NOUN
ap-8214	112	33	or	or	CCONJ
ap-8214	112	34	at	at	ADP
ap-8214	112	35	predefined	predefine	VERB
ap-8214	112	36	frequency	frequency	NOUN
ap-8214	112	37	.	.	PUNCT
ap-8214	113	1	4	4	X
ap-8214	113	2	.	.	X
ap-8214	113	3	experimental	experimental	ADJ
ap-8214	113	4	setup	setup	NOUN
ap-8214	113	5	an	an	DET
ap-8214	113	6	experimental	experimental	ADJ
ap-8214	113	7	analysis	analysis	NOUN
ap-8214	113	8	of	of	ADP
ap-8214	113	9	the	the	DET
ap-8214	113	10	mechanical	mechanical	ADJ
ap-8214	113	11	faults	fault	NOUN
ap-8214	113	12	described	describe	VERB
ap-8214	113	13	previously	previously	ADV
ap-8214	113	14	has	have	AUX
ap-8214	113	15	been	be	AUX
ap-8214	113	16	carried	carry	VERB
ap-8214	113	17	out	out	ADP
ap-8214	113	18	.	.	PUNCT
ap-8214	114	1	the	the	DET
ap-8214	114	2	experimental	experimental	ADJ
ap-8214	114	3	setup	setup	NOUN
ap-8214	114	4	contains	contain	VERB
ap-8214	114	5	a	a	DET
ap-8214	114	6	three	three	NUM
ap-8214	114	7	-	-	PUNCT
ap-8214	114	8	phase	phase	NOUN
ap-8214	114	9	squirrel	squirrel	NOUN
ap-8214	114	10	cage	cage	NOUN
ap-8214	114	11	induction	induction	NOUN
ap-8214	114	12	machine	machine	NOUN
ap-8214	114	13	with	with	ADP
ap-8214	114	14	4	4	NUM
ap-8214	114	15	poles	pole	NOUN
ap-8214	114	16	and	and	CCONJ
ap-8214	114	17	a	a	DET
ap-8214	114	18	rated	rate	VERB
ap-8214	114	19	torque	torque	NOUN
ap-8214	114	20	of	of	ADP
ap-8214	114	21	36	36	NUM
ap-8214	114	22	nm	nm	NOUN
ap-8214	114	23	.	.	PUNCT
ap-8214	115	1	the	the	DET
ap-8214	115	2	induction	induction	NOUN
ap-8214	115	3	motor	motor	NOUN
ap-8214	115	4	is	be	AUX
ap-8214	115	5	coupled	couple	VERB
ap-8214	115	6	to	to	ADP
ap-8214	115	7	a	a	DET
ap-8214	115	8	dc	dc	PROPN
ap-8214	115	9	motor	motor	NOUN
ap-8214	115	10	to	to	PART
ap-8214	115	11	provide	provide	VERB
ap-8214	115	12	the	the	DET
ap-8214	115	13	necessary	necessary	ADJ
ap-8214	115	14	load	load	NOUN
ap-8214	115	15	.	.	PUNCT
ap-8214	116	1	the	the	DET
ap-8214	116	2	used	use	VERB
ap-8214	116	3	motors	motor	NOUN
ap-8214	116	4	are	be	AUX
ap-8214	116	5	driven	drive	VERB
ap-8214	116	6	by	by	ADP
ap-8214	116	7	a	a	DET
ap-8214	116	8	variable	variable	ADJ
ap-8214	116	9	speed	speed	NOUN
ap-8214	116	10	drive	drive	NOUN
ap-8214	116	11	(	(	PUNCT
ap-8214	116	12	leroy	leroy	PROPN
ap-8214	116	13	somer	somer	PROPN
ap-8214	116	14	)	)	PUNCT
ap-8214	116	15	working	work	VERB
ap-8214	116	16	in	in	ADP
ap-8214	116	17	open	open	ADJ
ap-8214	116	18	loop	loop	NOUN
ap-8214	116	19	.	.	PUNCT
ap-8214	117	1	the	the	DET
ap-8214	117	2	dc	dc	PROPN
ap-8214	117	3	motor	motor	NOUN
ap-8214	117	4	is	be	AUX
ap-8214	117	5	connected	connect	VERB
ap-8214	117	6	to	to	ADP
ap-8214	117	7	a	a	DET
ap-8214	117	8	resistor	resistor	NOUN
ap-8214	117	9	bank	bank	NOUN
ap-8214	117	10	via	via	ADP
ap-8214	117	11	a	a	DET
ap-8214	117	12	dc	dc	PROPN
ap-8214	117	13	-	-	PUNCT
ap-8214	117	14	dc	dc	PROPN
ap-8214	117	15	buck	buck	NOUN
ap-8214	117	16	converter	converter	NOUN
ap-8214	117	17	for	for	ADP
ap-8214	117	18	controlling	control	VERB
ap-8214	117	19	the	the	DET
ap-8214	117	20	armature	armature	NOUN
ap-8214	117	21	current	current	NOUN
ap-8214	117	22	.	.	PUNCT
ap-8214	118	1	the	the	DET
ap-8214	118	2	principal	principal	ADJ
ap-8214	118	3	characteristics	characteristic	NOUN
ap-8214	118	4	of	of	ADP
ap-8214	118	5	tested	test	VERB
ap-8214	118	6	machines	machine	NOUN
ap-8214	118	7	are	be	AUX
ap-8214	118	8	given	give	VERB
ap-8214	118	9	in	in	ADP
ap-8214	118	10	table	table	NOUN
ap-8214	118	11	1	1	NUM
ap-8214	118	12	.	.	PUNCT
ap-8214	119	1	the	the	DET
ap-8214	119	2	experimental	experimental	ADJ
ap-8214	119	3	setup	setup	NOUN
ap-8214	119	4	is	be	AUX
ap-8214	119	5	illustrated	illustrate	VERB
ap-8214	119	6	in	in	ADP
ap-8214	119	7	figure	figure	NOUN
ap-8214	119	8	6	6	NUM
ap-8214	119	9	.	.	PUNCT
ap-8214	120	1	it	it	PRON
ap-8214	120	2	consists	consist	VERB
ap-8214	120	3	mainly	mainly	ADV
ap-8214	120	4	of	of	ADP
ap-8214	120	5	an	an	DET
ap-8214	120	6	industrial	industrial	ADJ
ap-8214	120	7	induction	induction	NOUN
ap-8214	120	8	motor	motor	NOUN
ap-8214	120	9	with	with	ADP
ap-8214	120	10	its	its	PRON
ap-8214	120	11	drive	drive	NOUN
ap-8214	120	12	loaded	load	VERB
ap-8214	120	13	by	by	ADP
ap-8214	120	14	a	a	DET
ap-8214	120	15	dc	dc	PROPN
ap-8214	120	16	motor	motor	NOUN
ap-8214	120	17	.	.	PUNCT
ap-8214	121	1	two	two	NUM
ap-8214	121	2	induction	induction	NOUN
ap-8214	121	3	motors	motor	NOUN
ap-8214	121	4	with	with	ADP
ap-8214	121	5	the	the	DET
ap-8214	121	6	same	same	ADJ
ap-8214	121	7	characteristics	characteristic	NOUN
ap-8214	121	8	are	be	AUX
ap-8214	121	9	tested	test	VERB
ap-8214	121	10	.	.	PUNCT
ap-8214	122	1	the	the	DET
ap-8214	122	2	first	first	ADJ
ap-8214	122	3	one	one	NOUN
ap-8214	122	4	is	be	AUX
ap-8214	122	5	healthy	healthy	ADJ
ap-8214	122	6	;	;	PUNCT
ap-8214	122	7	it	it	PRON
ap-8214	122	8	will	will	AUX
ap-8214	122	9	be	be	AUX
ap-8214	122	10	considered	consider	VERB
ap-8214	122	11	as	as	ADP
ap-8214	122	12	a	a	DET
ap-8214	122	13	reference	reference	NOUN
ap-8214	122	14	for	for	ADP
ap-8214	122	15	the	the	DET
ap-8214	122	16	comparison	comparison	NOUN
ap-8214	122	17	with	with	ADP
ap-8214	122	18	the	the	DET
ap-8214	122	19	faulty	faulty	ADJ
ap-8214	122	20	one	one	NUM
ap-8214	122	21	.	.	PUNCT
ap-8214	123	1	the	the	DET
ap-8214	123	2	second	second	ADJ
ap-8214	123	3	motor	motor	NOUN
ap-8214	123	4	is	be	AUX
ap-8214	123	5	faulty	faulty	ADJ
ap-8214	123	6	and	and	CCONJ
ap-8214	123	7	has	have	VERB
ap-8214	123	8	a	a	DET
ap-8214	123	9	dynamic	dynamic	ADJ
ap-8214	123	10	eccentricity	eccentricity	NOUN
ap-8214	123	11	and	and	CCONJ
ap-8214	123	12	misalignment	misalignment	NOUN
ap-8214	123	13	.	.	PUNCT
ap-8214	124	1	the	the	DET
ap-8214	124	2	measurement	measurement	NOUN
ap-8214	124	3	card	card	NOUN
ap-8214	124	4	contains	contain	VERB
ap-8214	124	5	current	current	ADJ
ap-8214	124	6	sensors	sensor	NOUN
ap-8214	124	7	la-55p	la-55p	PROPN
ap-8214	124	8	,	,	PUNCT
ap-8214	124	9	voltage	voltage	NOUN
ap-8214	124	10	sensors	sensor	NOUN
ap-8214	124	11	lv-25p	lv-25p	NOUN
ap-8214	124	12	,	,	PUNCT
ap-8214	124	13	tachymeter	tachymeter	NOUN
ap-8214	124	14	and	and	CCONJ
ap-8214	124	15	torque	torque	NOUN
ap-8214	124	16	sensor	sensor	NOUN
ap-8214	124	17	.	.	PUNCT
ap-8214	125	1	a	a	DET
ap-8214	125	2	maximum	maximum	ADJ
ap-8214	125	3	current	current	ADJ
ap-8214	125	4	and	and	CCONJ
ap-8214	125	5	voltage	voltage	NOUN
ap-8214	125	6	of	of	ADP
ap-8214	125	7	50	50	NUM
ap-8214	125	8	a	a	PRON
ap-8214	125	9	and	and	CCONJ
ap-8214	125	10	480	480	NUM
ap-8214	125	11	v	v	NOUN
ap-8214	125	12	can	can	AUX
ap-8214	125	13	be	be	AUX
ap-8214	125	14	achieved	achieve	VERB
ap-8214	125	15	respectively	respectively	ADV
ap-8214	125	16	.	.	PUNCT
ap-8214	126	1	the	the	DET
ap-8214	126	2	acquisition	acquisition	NOUN
ap-8214	126	3	card	card	NOUN
ap-8214	126	4	used	use	VERB
ap-8214	126	5	is	be	AUX
ap-8214	126	6	a	a	DET
ap-8214	126	7	pci	pci	ADJ
ap-8214	126	8	data	data	NOUN
ap-8214	126	9	card	card	NOUN
ap-8214	126	10	,	,	PUNCT
ap-8214	126	11	16	16	NUM
ap-8214	126	12	-	-	PUNCT
ap-8214	126	13	bit	bit	NOUN
ap-8214	126	14	,	,	PUNCT
ap-8214	126	15	with	with	ADP
ap-8214	126	16	a	a	DET
ap-8214	126	17	sampling	sample	VERB
ap-8214	126	18	frequency	frequency	NOUN
ap-8214	126	19	of	of	ADP
ap-8214	126	20	200	200	NUM
ap-8214	126	21	khz	khz	NOUN
ap-8214	126	22	,	,	PUNCT
ap-8214	126	23	and	and	CCONJ
ap-8214	126	24	it	it	PRON
ap-8214	126	25	is	be	AUX
ap-8214	126	26	installed	instal	VERB
ap-8214	126	27	in	in	ADP
ap-8214	126	28	a	a	DET
ap-8214	126	29	computer	computer	NOUN
ap-8214	126	30	and	and	CCONJ
ap-8214	126	31	connected	connect	VERB
ap-8214	126	32	to	to	ADP
ap-8214	126	33	the	the	DET
ap-8214	126	34	measuring	measure	VERB
ap-8214	126	35	board	board	NOUN
ap-8214	126	36	via	via	ADP
ap-8214	126	37	a	a	DET
ap-8214	126	38	serial	serial	ADJ
ap-8214	126	39	cable	cable	NOUN
ap-8214	126	40	.	.	PUNCT
ap-8214	127	1	these	these	DET
ap-8214	127	2	motors	motor	NOUN
ap-8214	127	3	are	be	AUX
ap-8214	127	4	supplied	supply	VERB
ap-8214	127	5	by	by	ADP
ap-8214	127	6	the	the	DET
ap-8214	127	7	industrial	industrial	ADJ
ap-8214	127	8	drive	drive	NOUN
ap-8214	127	9	and	and	CCONJ
ap-8214	127	10	have	have	AUX
ap-8214	127	11	been	be	AUX
ap-8214	127	12	tested	test	VERB
ap-8214	127	13	under	under	ADP
ap-8214	127	14	three	three	NUM
ap-8214	127	15	loading	loading	NOUN
ap-8214	127	16	level	level	NOUN
ap-8214	127	17	conditions	condition	NOUN
ap-8214	127	18	.	.	PUNCT
ap-8214	128	1	all	all	DET
ap-8214	128	2	the	the	DET
ap-8214	128	3	experiments	experiment	NOUN
ap-8214	128	4	are	be	AUX
ap-8214	128	5	carried	carry	VERB
ap-8214	128	6	out	out	ADP
ap-8214	128	7	with	with	ADP
ap-8214	128	8	the	the	DET
ap-8214	128	9	same	same	ADJ
ap-8214	128	10	sampling	sampling	NOUN
ap-8214	128	11	frequency	frequency	NOUN
ap-8214	128	12	26,5	26,5	NUM
ap-8214	128	13	hz	hz	VERB
ap-8214	128	14	during	during	ADP
ap-8214	128	15	10	10	NUM
ap-8214	128	16	s	s	PART
ap-8214	128	17	recording	recording	NOUN
ap-8214	128	18	time	time	NOUN
ap-8214	128	19	.	.	PUNCT
ap-8214	129	1	to	to	PART
ap-8214	129	2	obtain	obtain	VERB
ap-8214	129	3	50	50	NUM
ap-8214	129	4	%	%	NOUN
ap-8214	129	5	of	of	ADP
ap-8214	129	6	de	de	X
ap-8214	129	7	,	,	PUNCT
ap-8214	129	8	the	the	DET
ap-8214	129	9	original	original	ADJ
ap-8214	129	10	ball	ball	NOUN
ap-8214	129	11	bearings	bearing	NOUN
ap-8214	129	12	are	be	AUX
ap-8214	129	13	replaced	replace	VERB
ap-8214	129	14	by	by	ADP
ap-8214	129	15	other	other	ADJ
ap-8214	129	16	ball	ball	NOUN
ap-8214	129	17	bearings	bearing	NOUN
ap-8214	129	18	of	of	ADP
ap-8214	129	19	the	the	DET
ap-8214	129	20	same	same	ADJ
ap-8214	129	21	external	external	ADJ
ap-8214	129	22	diameter	diameter	NOUN
ap-8214	129	23	,	,	PUNCT
ap-8214	129	24	but	but	CCONJ
ap-8214	129	25	of	of	ADP
ap-8214	129	26	greater	great	ADJ
ap-8214	129	27	internal	internal	ADJ
ap-8214	129	28	diameter	diameter	NOUN
ap-8214	129	29	.	.	PUNCT
ap-8214	130	1	a	a	DET
ap-8214	130	2	0.2	0.2	NUM
ap-8214	130	3	mm	mm	NOUN
ap-8214	130	4	bore	bore	NOUN
ap-8214	130	5	offset	offset	NOUN
ap-8214	130	6	is	be	AUX
ap-8214	130	7	introduced	introduce	VERB
ap-8214	130	8	.	.	PUNCT
ap-8214	131	1	4	4	NUM
ap-8214	131	2	vol	vol	NOUN
ap-8214	131	3	.	.	PUNCT
ap-8214	131	4	63	63	NUM
ap-8214	131	5	no	no	NOUN
ap-8214	131	6	.	.	PUNCT
ap-8214	132	1	1/2023	1/2023	NUM
ap-8214	132	2	induction	induction	NOUN
ap-8214	132	3	motor	motor	NOUN
ap-8214	132	4	mechanical	mechanical	ADJ
ap-8214	132	5	defects	defect	NOUN
ap-8214	132	6	diagnosis	diagnosis	NOUN
ap-8214	132	7	figure	figure	NOUN
ap-8214	132	8	6	6	NUM
ap-8214	132	9	.	.	PUNCT
ap-8214	133	1	mechanical	mechanical	ADJ
ap-8214	133	2	faults	fault	NOUN
ap-8214	133	3	experimental	experimental	ADJ
ap-8214	133	4	setup	setup	NOUN
ap-8214	133	5	.	.	PUNCT
ap-8214	134	1	after	after	ADP
ap-8214	134	2	an	an	DET
ap-8214	134	3	aligned	aligned	ADJ
ap-8214	134	4	positioning	positioning	NOUN
ap-8214	134	5	of	of	ADP
ap-8214	134	6	the	the	DET
ap-8214	134	7	eccentric	eccentric	ADJ
ap-8214	134	8	rings	ring	NOUN
ap-8214	134	9	on	on	ADP
ap-8214	134	10	the	the	DET
ap-8214	134	11	shaft	shaft	NOUN
ap-8214	134	12	(	(	PUNCT
ap-8214	134	13	to	to	PART
ap-8214	134	14	guarantee	guarantee	VERB
ap-8214	134	15	a	a	DET
ap-8214	134	16	uniform	uniform	ADJ
ap-8214	134	17	direction	direction	NOUN
ap-8214	134	18	of	of	ADP
ap-8214	134	19	the	the	DET
ap-8214	134	20	eccentricity	eccentricity	NOUN
ap-8214	134	21	)	)	PUNCT
ap-8214	134	22	,	,	PUNCT
ap-8214	134	23	we	we	PRON
ap-8214	134	24	insert	insert	VERB
ap-8214	134	25	the	the	DET
ap-8214	134	26	new	new	ADJ
ap-8214	134	27	ball	ball	NOUN
ap-8214	134	28	bearings	bearing	NOUN
ap-8214	134	29	.	.	PUNCT
ap-8214	135	1	the	the	DET
ap-8214	135	2	introduced	introduce	VERB
ap-8214	135	3	air	air	NOUN
ap-8214	135	4	-	-	PUNCT
ap-8214	135	5	gap	gap	NOUN
ap-8214	135	6	of	of	ADP
ap-8214	135	7	the	the	DET
ap-8214	135	8	machine	machine	NOUN
ap-8214	135	9	is	be	AUX
ap-8214	135	10	considered	consider	VERB
ap-8214	135	11	to	to	PART
ap-8214	135	12	be	be	AUX
ap-8214	135	13	0.4	0.4	NUM
ap-8214	135	14	mm	mm	NOUN
ap-8214	135	15	;	;	PUNCT
ap-8214	135	16	50	50	NUM
ap-8214	135	17	%	%	NOUN
ap-8214	135	18	of	of	ADP
ap-8214	135	19	de	de	X
ap-8214	135	20	of	of	ADP
ap-8214	135	21	the	the	DET
ap-8214	135	22	rotor	rotor	NOUN
ap-8214	135	23	compared	compare	VERB
ap-8214	135	24	to	to	ADP
ap-8214	135	25	the	the	DET
ap-8214	135	26	stator	stator	NOUN
ap-8214	135	27	(	(	PUNCT
ap-8214	135	28	figure	figure	NOUN
ap-8214	135	29	7	7	NUM
ap-8214	135	30	)	)	PUNCT
ap-8214	135	31	.	.	PUNCT
ap-8214	136	1	figure	figure	VERB
ap-8214	136	2	7	7	NUM
ap-8214	136	3	.	.	PUNCT
ap-8214	136	4	eccentric	eccentric	ADJ
ap-8214	136	5	bearing	bearing	NOUN
ap-8214	136	6	assembling	assemble	VERB
ap-8214	136	7	.	.	PUNCT
ap-8214	137	1	the	the	DET
ap-8214	137	2	tests	test	NOUN
ap-8214	137	3	carried	carry	VERB
ap-8214	137	4	out	out	ADP
ap-8214	137	5	to	to	PART
ap-8214	137	6	analyse	analyse	VERB
ap-8214	137	7	the	the	DET
ap-8214	137	8	de	de	X
ap-8214	137	9	have	have	AUX
ap-8214	137	10	been	be	AUX
ap-8214	137	11	performed	perform	VERB
ap-8214	137	12	on	on	ADP
ap-8214	137	13	two	two	NUM
ap-8214	137	14	machines	machine	NOUN
ap-8214	137	15	(	(	PUNCT
ap-8214	137	16	a	a	DET
ap-8214	137	17	healthy	healthy	ADJ
ap-8214	137	18	machine	machine	NOUN
ap-8214	137	19	and	and	CCONJ
ap-8214	137	20	another	another	PRON
ap-8214	137	21	with	with	ADP
ap-8214	137	22	50	50	NUM
ap-8214	137	23	%	%	NOUN
ap-8214	137	24	of	of	ADP
ap-8214	137	25	de	de	X
ap-8214	137	26	)	)	PUNCT
ap-8214	137	27	with	with	ADP
ap-8214	137	28	the	the	DET
ap-8214	137	29	principal	principal	ADJ
ap-8214	137	30	characteristics	characteristic	NOUN
ap-8214	137	31	shown	show	VERB
ap-8214	137	32	in	in	ADP
ap-8214	137	33	table	table	NOUN
ap-8214	137	34	1	1	NUM
ap-8214	137	35	.	.	PUNCT
ap-8214	138	1	the	the	DET
ap-8214	138	2	sampling	sample	VERB
ap-8214	138	3	frequency	frequency	NOUN
ap-8214	138	4	of	of	ADP
ap-8214	138	5	the	the	DET
ap-8214	138	6	measured	measure	VERB
ap-8214	138	7	signals	signal	NOUN
ap-8214	138	8	was	be	AUX
ap-8214	138	9	chosen	choose	VERB
ap-8214	138	10	equal	equal	ADJ
ap-8214	138	11	to	to	ADP
ap-8214	138	12	25.6	25.6	NUM
ap-8214	138	13	khz	khz	NOUN
ap-8214	138	14	.	.	PUNCT
ap-8214	139	1	the	the	DET
ap-8214	139	2	two	two	NUM
ap-8214	139	3	machines	machine	NOUN
ap-8214	139	4	were	be	AUX
ap-8214	139	5	tested	test	VERB
ap-8214	139	6	under	under	ADP
ap-8214	139	7	three	three	NUM
ap-8214	139	8	levels	level	NOUN
ap-8214	139	9	of	of	ADP
ap-8214	139	10	load	load	NOUN
ap-8214	139	11	:	:	PUNCT
ap-8214	139	12	4	4	NUM
ap-8214	139	13	nm	nm	NOUN
ap-8214	139	14	,	,	PUNCT
ap-8214	139	15	18	18	NUM
ap-8214	139	16	nm	nm	NOUN
ap-8214	139	17	and	and	CCONJ
ap-8214	139	18	29	29	NUM
ap-8214	139	19	nm	nm	NOUN
ap-8214	139	20	of	of	ADP
ap-8214	139	21	the	the	DET
ap-8214	139	22	nominal	nominal	ADJ
ap-8214	139	23	torque	torque	NOUN
ap-8214	139	24	.	.	PUNCT
ap-8214	140	1	the	the	DET
ap-8214	140	2	figure	figure	NOUN
ap-8214	140	3	8	8	NUM
ap-8214	140	4	illustrates	illustrate	VERB
ap-8214	140	5	the	the	DET
ap-8214	140	6	wave	wave	NOUN
ap-8214	140	7	form	form	NOUN
ap-8214	140	8	of	of	ADP
ap-8214	140	9	the	the	DET
ap-8214	140	10	recorded	record	VERB
ap-8214	140	11	stator	stator	NOUN
ap-8214	140	12	current	current	NOUN
ap-8214	140	13	for	for	ADP
ap-8214	140	14	the	the	DET
ap-8214	140	15	machine	machine	NOUN
ap-8214	140	16	with	with	ADP
ap-8214	140	17	the	the	DET
ap-8214	140	18	dynamic	dynamic	ADJ
ap-8214	140	19	eccentricity	eccentricity	NOUN
ap-8214	140	20	.	.	PUNCT
ap-8214	141	1	in	in	ADP
ap-8214	141	2	order	order	NOUN
ap-8214	141	3	to	to	PART
ap-8214	141	4	study	study	VERB
ap-8214	141	5	a	a	DET
ap-8214	141	6	more	more	ADV
ap-8214	141	7	realistic	realistic	ADJ
ap-8214	141	8	mechanical	mechanical	ADJ
ap-8214	141	9	fault	fault	NOUN
ap-8214	141	10	,	,	PUNCT
ap-8214	141	11	a	a	DET
ap-8214	141	12	small	small	ADJ
ap-8214	141	13	misalignment	misalignment	NOUN
ap-8214	141	14	of	of	ADP
ap-8214	141	15	the	the	DET
ap-8214	141	16	load	load	NOUN
ap-8214	141	17	shaft	shaft	NOUN
ap-8214	141	18	is	be	AUX
ap-8214	141	19	introduced	introduce	VERB
ap-8214	141	20	under	under	ADP
ap-8214	141	21	different	different	ADJ
ap-8214	141	22	loads	load	NOUN
ap-8214	141	23	(	(	PUNCT
ap-8214	141	24	4	4	NUM
ap-8214	141	25	nm	nm	NOUN
ap-8214	141	26	,	,	PUNCT
ap-8214	141	27	18	18	NUM
ap-8214	141	28	nm	nm	NOUN
ap-8214	141	29	and	and	CCONJ
ap-8214	141	30	29	29	NUM
ap-8214	141	31	nm	nm	NOUN
ap-8214	141	32	)	)	PUNCT
ap-8214	141	33	.	.	PUNCT
ap-8214	142	1	the	the	DET
ap-8214	142	2	figure	figure	NOUN
ap-8214	142	3	9	9	NUM
ap-8214	142	4	shows	show	VERB
ap-8214	142	5	the	the	DET
ap-8214	142	6	measurement	measurement	NOUN
ap-8214	142	7	of	of	ADP
ap-8214	142	8	the	the	DET
ap-8214	142	9	misalignment	misalignment	NOUN
ap-8214	142	10	degree	degree	NOUN
ap-8214	142	11	.	.	PUNCT
ap-8214	143	1	for	for	ADP
ap-8214	143	2	the	the	DET
ap-8214	143	3	misalignment	misalignment	NOUN
ap-8214	143	4	faults	fault	NOUN
ap-8214	143	5	,	,	PUNCT
ap-8214	143	6	the	the	DET
ap-8214	143	7	same	same	ADJ
ap-8214	143	8	mechanical	mechanical	ADJ
ap-8214	143	9	setup	setup	NOUN
ap-8214	143	10	and	and	CCONJ
ap-8214	143	11	signal	signal	NOUN
ap-8214	143	12	processing	processing	NOUN
ap-8214	143	13	steps	step	NOUN
ap-8214	143	14	as	as	ADP
ap-8214	143	15	above	above	ADV
ap-8214	143	16	are	be	AUX
ap-8214	143	17	used	use	VERB
ap-8214	143	18	for	for	ADP
ap-8214	143	19	recording	recording	NOUN
ap-8214	143	20	and	and	CCONJ
ap-8214	143	21	analysing	analyse	VERB
ap-8214	143	22	the	the	DET
ap-8214	143	23	stator	stator	NOUN
ap-8214	143	24	current	current	NOUN
ap-8214	143	25	under	under	ADP
ap-8214	143	26	the	the	DET
ap-8214	143	27	same	same	ADJ
ap-8214	143	28	loading	loading	NOUN
ap-8214	143	29	conditions	condition	NOUN
ap-8214	143	30	figure	figure	VERB
ap-8214	143	31	8	8	NUM
ap-8214	143	32	.	.	PUNCT
ap-8214	144	1	recorded	record	VERB
ap-8214	144	2	stator	stator	NOUN
ap-8214	144	3	current	current	NOUN
ap-8214	144	4	with	with	ADP
ap-8214	144	5	dynamic	dynamic	ADJ
ap-8214	144	6	eccentricity	eccentricity	NOUN
ap-8214	144	7	.	.	PUNCT
ap-8214	145	1	figure	figure	NOUN
ap-8214	145	2	9	9	NUM
ap-8214	145	3	.	.	PUNCT
ap-8214	145	4	misalignment	misalignment	NOUN
ap-8214	145	5	degree	degree	NOUN
ap-8214	145	6	measurement	measurement	NOUN
ap-8214	145	7	.	.	PUNCT
ap-8214	146	1	4.1	4.1	NUM
ap-8214	146	2	.	.	PUNCT
ap-8214	147	1	stator	stator	NOUN
ap-8214	147	2	current	current	ADJ
ap-8214	147	3	decomposition	decomposition	NOUN
ap-8214	147	4	the	the	DET
ap-8214	147	5	mother	mother	NOUN
ap-8214	147	6	wavelets	wavelet	VERB
ap-8214	147	7	“	"	PUNCT
ap-8214	147	8	db8	db8	PROPN
ap-8214	147	9	”	"	PUNCT
ap-8214	147	10	are	be	AUX
ap-8214	147	11	used	use	VERB
ap-8214	147	12	to	to	PART
ap-8214	147	13	decompose	decompose	VERB
ap-8214	147	14	the	the	DET
ap-8214	147	15	stator	stator	NOUN
ap-8214	147	16	current	current	NOUN
ap-8214	147	17	for	for	ADP
ap-8214	147	18	each	each	DET
ap-8214	147	19	machine	machine	NOUN
ap-8214	147	20	.	.	PUNCT
ap-8214	148	1	the	the	DET
ap-8214	148	2	decomposition	decomposition	NOUN
ap-8214	148	3	in	in	ADP
ap-8214	148	4	multi	multi	ADJ
ap-8214	148	5	-	-	ADJ
ap-8214	148	6	level	level	NOUN
ap-8214	148	7	requires	require	VERB
ap-8214	148	8	some	some	DET
ap-8214	148	9	consideration	consideration	NOUN
ap-8214	148	10	in	in	ADP
ap-8214	148	11	order	order	NOUN
ap-8214	148	12	to	to	PART
ap-8214	148	13	obtain	obtain	VERB
ap-8214	148	14	a	a	DET
ap-8214	148	15	good	good	ADJ
ap-8214	148	16	approximation	approximation	NOUN
ap-8214	148	17	and	and	CCONJ
ap-8214	148	18	detail	detail	NOUN
ap-8214	148	19	signals	signal	NOUN
ap-8214	148	20	.	.	PUNCT
ap-8214	149	1	4.2	4.2	NUM
ap-8214	149	2	.	.	PUNCT
ap-8214	150	1	stator	stator	NOUN
ap-8214	150	2	current	current	ADJ
ap-8214	150	3	filtering	filtering	NOUN
ap-8214	150	4	among	among	ADP
ap-8214	150	5	the	the	DET
ap-8214	150	6	methods	method	NOUN
ap-8214	150	7	used	use	VERB
ap-8214	150	8	in	in	ADP
ap-8214	150	9	this	this	DET
ap-8214	150	10	paper	paper	NOUN
ap-8214	150	11	,	,	PUNCT
ap-8214	150	12	the	the	DET
ap-8214	150	13	fundamental	fundamental	ADJ
ap-8214	150	14	component	component	NOUN
ap-8214	150	15	of	of	ADP
ap-8214	150	16	the	the	DET
ap-8214	150	17	stator	stator	NOUN
ap-8214	150	18	current	current	NOUN
ap-8214	150	19	has	have	AUX
ap-8214	150	20	been	be	AUX
ap-8214	150	21	removed	remove	VERB
ap-8214	150	22	before	before	SCONJ
ap-8214	150	23	the	the	DET
ap-8214	150	24	signal	signal	NOUN
ap-8214	150	25	goes	go	VERB
ap-8214	150	26	through	through	ADP
ap-8214	150	27	the	the	DET
ap-8214	150	28	multi	multi	ADJ
ap-8214	150	29	-	-	ADJ
ap-8214	150	30	level	level	ADJ
ap-8214	150	31	decomposition	decomposition	NOUN
ap-8214	150	32	process	process	NOUN
ap-8214	150	33	by	by	ADP
ap-8214	150	34	dwt	dwt	PROPN
ap-8214	150	35	.	.	PUNCT
ap-8214	151	1	this	this	DET
ap-8214	151	2	procedure	procedure	NOUN
ap-8214	151	3	amplifies	amplify	VERB
ap-8214	151	4	the	the	DET
ap-8214	151	5	small	small	ADJ
ap-8214	151	6	harmonics	harmonic	NOUN
ap-8214	151	7	induced	induce	VERB
ap-8214	151	8	by	by	ADP
ap-8214	151	9	the	the	DET
ap-8214	151	10	faults	fault	NOUN
ap-8214	151	11	.	.	PUNCT
ap-8214	152	1	4.3	4.3	NUM
ap-8214	152	2	.	.	PUNCT
ap-8214	152	3	optimal	optimal	ADJ
ap-8214	152	4	level	level	NOUN
ap-8214	152	5	calculation	calculation	NOUN
ap-8214	152	6	the	the	DET
ap-8214	152	7	required	require	VERB
ap-8214	152	8	number	number	NOUN
ap-8214	152	9	of	of	ADP
ap-8214	152	10	decompositions	decomposition	NOUN
ap-8214	152	11	nls	nls	NOUN
ap-8214	152	12	is	be	AUX
ap-8214	152	13	linked	link	VERB
ap-8214	152	14	to	to	ADP
ap-8214	152	15	the	the	DET
ap-8214	152	16	acquisition	acquisition	NOUN
ap-8214	152	17	conditions	condition	NOUN
ap-8214	152	18	,	,	PUNCT
ap-8214	152	19	such	such	ADJ
ap-8214	152	20	as	as	ADP
ap-8214	152	21	the	the	DET
ap-8214	152	22	sampling	sample	VERB
ap-8214	152	23	frequency	frequency	NOUN
ap-8214	152	24	f	f	NOUN
ap-8214	152	25	and	and	CCONJ
ap-8214	152	26	the	the	DET
ap-8214	152	27	supply	supply	NOUN
ap-8214	152	28	frequency	frequency	NOUN
ap-8214	152	29	.	.	PUNCT
ap-8214	153	1	the	the	DET
ap-8214	153	2	necessary	necessary	ADJ
ap-8214	153	3	level	level	NOUN
ap-8214	153	4	nls	nls	NOUN
ap-8214	153	5	is	be	AUX
ap-8214	153	6	chosen	choose	VERB
ap-8214	153	7	to	to	PART
ap-8214	153	8	obtain	obtain	VERB
ap-8214	153	9	a	a	DET
ap-8214	153	10	high	high	ADJ
ap-8214	153	11	-	-	PUNCT
ap-8214	153	12	level	level	NOUN
ap-8214	153	13	signal	signal	NOUN
ap-8214	153	14	(	(	PUNCT
ap-8214	153	15	approximation	approximation	NOUN
ap-8214	153	16	)	)	PUNCT
ap-8214	153	17	with	with	ADP
ap-8214	153	18	a	a	DET
ap-8214	153	19	highest	high	ADJ
ap-8214	153	20	frequency	frequency	NOUN
ap-8214	153	21	along	along	ADP
ap-8214	153	22	which	which	PRON
ap-8214	153	23	the	the	DET
ap-8214	153	24	faults	fault	NOUN
ap-8214	153	25	harmonics	harmonic	NOUN
ap-8214	153	26	are	be	AUX
ap-8214	153	27	located	locate	VERB
ap-8214	153	28	.	.	PUNCT
ap-8214	154	1	the	the	DET
ap-8214	154	2	minimum	minimum	ADJ
ap-8214	154	3	levels	level	NOUN
ap-8214	154	4	of	of	ADP
ap-8214	154	5	decomposition	decomposition	NOUN
ap-8214	154	6	needs	need	VERB
ap-8214	154	7	an	an	DET
ap-8214	154	8	approximation	approximation	NOUN
ap-8214	154	9	signal	signal	NOUN
ap-8214	154	10	(	(	PUNCT
ap-8214	154	11	anf	anf	PROPN
ap-8214	154	12	)	)	PUNCT
ap-8214	154	13	with	with	ADP
ap-8214	154	14	the	the	DET
ap-8214	154	15	upper	upper	ADJ
ap-8214	154	16	limit	limit	NOUN
ap-8214	154	17	of	of	ADP
ap-8214	154	18	the	the	DET
ap-8214	154	19	frequency	frequency	NOUN
ap-8214	154	20	band	band	NOUN
ap-8214	154	21	being	be	AUX
ap-8214	154	22	less	less	ADJ
ap-8214	154	23	than	than	ADP
ap-8214	154	24	the	the	DET
ap-8214	154	25	fundamental	fundamental	ADJ
ap-8214	154	26	frequency	frequency	NOUN
ap-8214	154	27	.	.	PUNCT
ap-8214	155	1	this	this	DET
ap-8214	155	2	limit	limit	NOUN
ap-8214	155	3	is	be	AUX
ap-8214	155	4	expressed	express	VERB
ap-8214	155	5	by	by	ADP
ap-8214	155	6	the	the	DET
ap-8214	155	7	following	follow	VERB
ap-8214	155	8	condition	condition	NOUN
ap-8214	155	9	[	[	X
ap-8214	155	10	19	19	NUM
ap-8214	155	11	]	]	PUNCT
ap-8214	155	12	.	.	PUNCT
ap-8214	156	1	2−(lls+1)fs	2−(lls+1)fs	NUM
ap-8214	156	2	<	<	X
ap-8214	156	3	f	f	X
ap-8214	156	4	(	(	PUNCT
ap-8214	156	5	6	6	NUM
ap-8214	156	6	)	)	PUNCT
ap-8214	156	7	from	from	ADP
ap-8214	156	8	this	this	DET
ap-8214	156	9	requirement	requirement	NOUN
ap-8214	156	10	,	,	PUNCT
ap-8214	156	11	the	the	DET
ap-8214	156	12	successive	successive	ADJ
ap-8214	156	13	decomposition	decomposition	NOUN
ap-8214	156	14	of	of	ADP
ap-8214	156	15	the	the	DET
ap-8214	156	16	approximation	approximation	NOUN
ap-8214	156	17	signals	signal	NOUN
ap-8214	156	18	can	can	AUX
ap-8214	156	19	be	be	AUX
ap-8214	156	20	limited	limit	VERB
ap-8214	156	21	to	to	ADP
ap-8214	156	22	level	level	NOUN
ap-8214	156	23	nls	nls	NOUN
ap-8214	156	24	that	that	PRON
ap-8214	156	25	is	be	AUX
ap-8214	156	26	given	give	VERB
ap-8214	156	27	by	by	ADP
ap-8214	156	28	:	:	PUNCT
ap-8214	156	29	5	5	NUM
ap-8214	156	30	a.	a.	NOUN
ap-8214	156	31	bouzida	bouzida	PROPN
ap-8214	156	32	,	,	PUNCT
ap-8214	156	33	r.	r.	PROPN
ap-8214	156	34	abdelli	abdelli	ADV
ap-8214	156	35	,	,	PUNCT
ap-8214	156	36	a.	a.	PROPN
ap-8214	156	37	boudouda	boudouda	PROPN
ap-8214	156	38	acta	acta	PROPN
ap-8214	156	39	polytechnica	polytechnica	PROPN
ap-8214	156	40	(	(	PUNCT
ap-8214	156	41	a	a	NOUN
ap-8214	156	42	)	)	PUNCT
ap-8214	156	43	.	.	PUNCT
ap-8214	157	1	healthy	healthy	ADJ
ap-8214	157	2	motor	motor	NOUN
ap-8214	157	3	.	.	PUNCT
ap-8214	158	1	(	(	PUNCT
ap-8214	158	2	b	b	NOUN
ap-8214	158	3	)	)	PUNCT
ap-8214	158	4	.	.	PUNCT
ap-8214	159	1	eccentric	eccentric	ADJ
ap-8214	159	2	motor	motor	NOUN
ap-8214	159	3	.	.	PUNCT
ap-8214	160	1	figure	figure	NOUN
ap-8214	160	2	10	10	NUM
ap-8214	160	3	.	.	PUNCT
ap-8214	161	1	first	first	ADV
ap-8214	161	2	4	4	NUM
ap-8214	161	3	details	detail	NOUN
ap-8214	161	4	signals	signal	NOUN
ap-8214	161	5	for	for	ADP
ap-8214	161	6	(	(	PUNCT
ap-8214	161	7	a	a	PRON
ap-8214	161	8	)	)	PUNCT
ap-8214	161	9	symmetric	symmetric	ADJ
ap-8214	161	10	motor	motor	NOUN
ap-8214	161	11	and	and	CCONJ
ap-8214	161	12	(	(	PUNCT
ap-8214	161	13	b	b	NOUN
ap-8214	161	14	)	)	PUNCT
ap-8214	161	15	eccentric	eccentric	ADJ
ap-8214	161	16	motor	motor	NOUN
ap-8214	161	17	.	.	PUNCT
ap-8214	162	1	(	(	PUNCT
ap-8214	162	2	a	a	X
ap-8214	162	3	)	)	PUNCT
ap-8214	162	4	.	.	PUNCT
ap-8214	163	1	4	4	NUM
ap-8214	163	2	nm	nm	NOUN
ap-8214	163	3	(	(	PUNCT
ap-8214	163	4	b	b	NOUN
ap-8214	163	5	)	)	PUNCT
ap-8214	163	6	.	.	PUNCT
ap-8214	164	1	18	18	NUM
ap-8214	164	2	nm	nm	NOUN
ap-8214	164	3	(	(	PUNCT
ap-8214	164	4	c	c	NOUN
ap-8214	164	5	)	)	PUNCT
ap-8214	164	6	.	.	PUNCT
ap-8214	165	1	29	29	NUM
ap-8214	165	2	nm	nm	NOUN
ap-8214	165	3	(	(	PUNCT
ap-8214	165	4	d	d	NOUN
ap-8214	165	5	)	)	PUNCT
ap-8214	165	6	.	.	PUNCT
ap-8214	166	1	all	all	DET
ap-8214	166	2	cases	case	NOUN
ap-8214	166	3	figure	figure	VERB
ap-8214	166	4	11	11	NUM
ap-8214	166	5	.	.	PUNCT
ap-8214	167	1	estimated	estimate	VERB
ap-8214	167	2	nodes	node	NOUN
ap-8214	167	3	energy	energy	NOUN
ap-8214	167	4	for	for	ADP
ap-8214	167	5	eccentricity	eccentricity	NOUN
ap-8214	167	6	fault	fault	NOUN
ap-8214	167	7	under	under	ADP
ap-8214	167	8	(	(	PUNCT
ap-8214	167	9	a	a	PRON
ap-8214	167	10	)	)	PUNCT
ap-8214	167	11	load	load	NOUN
ap-8214	167	12	=	=	SYM
ap-8214	167	13	4	4	NUM
ap-8214	167	14	nm	nm	NOUN
ap-8214	167	15	,	,	PUNCT
ap-8214	167	16	(	(	PUNCT
ap-8214	167	17	b	b	NOUN
ap-8214	167	18	)	)	PUNCT
ap-8214	167	19	load	load	NOUN
ap-8214	167	20	=	=	SYM
ap-8214	167	21	18	18	NUM
ap-8214	167	22	nm	nm	NOUN
ap-8214	167	23	,	,	PUNCT
ap-8214	167	24	(	(	PUNCT
ap-8214	167	25	c	c	NOUN
ap-8214	167	26	)	)	PUNCT
ap-8214	167	27	load	load	NOUN
ap-8214	167	28	=	=	SYM
ap-8214	167	29	29	29	NUM
ap-8214	167	30	nm	nm	NOUN
ap-8214	167	31	and	and	CCONJ
ap-8214	167	32	(	(	PUNCT
ap-8214	167	33	d	d	X
ap-8214	167	34	)	)	PUNCT
ap-8214	167	35	all	all	DET
ap-8214	167	36	cases	case	NOUN
ap-8214	167	37	.	.	PUNCT
ap-8214	168	1	nls	nls	NOUN
ap-8214	168	2	=	=	SYM
ap-8214	168	3	int	int	NOUN
ap-8214	168	4	(	(	PUNCT
ap-8214	168	5	log(fs	log(fs	NOUN
ap-8214	168	6	/	/	SYM
ap-8214	168	7	f	f	PROPN
ap-8214	168	8	)	)	PUNCT
ap-8214	168	9	log(2	log(2	NOUN
ap-8214	168	10	)	)	PUNCT
ap-8214	168	11	)	)	PUNCT
ap-8214	168	12	.	.	PUNCT
ap-8214	169	1	(	(	PUNCT
ap-8214	169	2	7	7	X
ap-8214	169	3	)	)	PUNCT
ap-8214	169	4	for	for	ADP
ap-8214	169	5	this	this	DET
ap-8214	169	6	technique	technique	NOUN
ap-8214	169	7	,	,	PUNCT
ap-8214	169	8	an	an	DET
ap-8214	169	9	additional	additional	ADJ
ap-8214	169	10	decomposition	decomposition	NOUN
ap-8214	169	11	of	of	ADP
ap-8214	169	12	the	the	DET
ap-8214	169	13	stator	stator	NOUN
ap-8214	169	14	current	current	NOUN
ap-8214	169	15	should	should	AUX
ap-8214	169	16	be	be	AUX
ap-8214	169	17	carried	carry	VERB
ap-8214	169	18	out	out	ADP
ap-8214	169	19	so	so	SCONJ
ap-8214	169	20	that	that	SCONJ
ap-8214	169	21	the	the	DET
ap-8214	169	22	frequency	frequency	NOUN
ap-8214	169	23	band	band	NOUN
ap-8214	170	1	[	[	X
ap-8214	170	2	0	0	NUM
ap-8214	170	3	–	–	PUNCT
ap-8214	170	4	f	f	X
ap-8214	170	5	]	]	PUNCT
ap-8214	170	6	is	be	AUX
ap-8214	170	7	divided	divide	VERB
ap-8214	170	8	into	into	ADP
ap-8214	170	9	several	several	ADJ
ap-8214	170	10	bands	band	NOUN
ap-8214	170	11	.	.	PUNCT
ap-8214	171	1	generally	generally	ADV
ap-8214	171	2	,	,	PUNCT
ap-8214	171	3	two	two	NUM
ap-8214	171	4	extra	extra	ADJ
ap-8214	171	5	levels	level	NOUN
ap-8214	171	6	of	of	ADP
ap-8214	171	7	decomposition	decomposition	NOUN
ap-8214	171	8	nls	nls	NOUN
ap-8214	171	9	+	+	CCONJ
ap-8214	171	10	2	2	NUM
ap-8214	171	11	will	will	AUX
ap-8214	171	12	be	be	AUX
ap-8214	171	13	suitable	suitable	ADJ
ap-8214	171	14	[	[	X
ap-8214	171	15	19	19	NUM
ap-8214	171	16	]	]	PUNCT
ap-8214	171	17	.	.	PUNCT
ap-8214	172	1	according	accord	VERB
ap-8214	172	2	to	to	ADP
ap-8214	172	3	the	the	DET
ap-8214	172	4	suitable	suitable	ADJ
ap-8214	172	5	level	level	NOUN
ap-8214	172	6	,	,	PUNCT
ap-8214	172	7	the	the	DET
ap-8214	172	8	different	different	ADJ
ap-8214	172	9	frequency	frequency	NOUN
ap-8214	172	10	bands	band	NOUN
ap-8214	172	11	are	be	AUX
ap-8214	172	12	given	give	VERB
ap-8214	172	13	in	in	ADP
ap-8214	172	14	table	table	NOUN
ap-8214	172	15	2	2	NUM
ap-8214	172	16	.	.	PUNCT
ap-8214	173	1	the	the	DET
ap-8214	173	2	figure	figure	NOUN
ap-8214	173	3	10	10	NUM
ap-8214	173	4	compares	compare	VERB
ap-8214	173	5	the	the	DET
ap-8214	173	6	details	detail	NOUN
ap-8214	173	7	obtained	obtain	VERB
ap-8214	173	8	from	from	ADP
ap-8214	173	9	dwt	dwt	NOUN
ap-8214	173	10	of	of	ADP
ap-8214	173	11	a	a	DET
ap-8214	173	12	steady	steady	ADJ
ap-8214	173	13	state	state	NOUN
ap-8214	173	14	stator	stator	NOUN
ap-8214	173	15	current	current	NOUN
ap-8214	173	16	for	for	ADP
ap-8214	173	17	a	a	DET
ap-8214	173	18	symmetric	symmetric	ADJ
ap-8214	173	19	machine	machine	NOUN
ap-8214	173	20	and	and	CCONJ
ap-8214	173	21	for	for	ADP
ap-8214	173	22	the	the	DET
ap-8214	173	23	eccentric	eccentric	ADJ
ap-8214	173	24	machine	machine	NOUN
ap-8214	173	25	with	with	ADP
ap-8214	173	26	50	50	NUM
ap-8214	173	27	$	$	NOUN
ap-8214	173	28	of	of	ADP
ap-8214	173	29	de	de	X
ap-8214	173	30	under	under	ADP
ap-8214	173	31	a	a	DET
ap-8214	173	32	load	load	NOUN
ap-8214	173	33	4	4	NUM
ap-8214	173	34	nm	nm	NOUN
ap-8214	173	35	.	.	PUNCT
ap-8214	174	1	the	the	DET
ap-8214	174	2	purpose	purpose	NOUN
ap-8214	174	3	of	of	ADP
ap-8214	174	4	this	this	DET
ap-8214	174	5	comparison	comparison	NOUN
ap-8214	174	6	is	be	AUX
ap-8214	174	7	to	to	PART
ap-8214	174	8	demonstrate	demonstrate	VERB
ap-8214	174	9	that	that	SCONJ
ap-8214	174	10	when	when	SCONJ
ap-8214	174	11	the	the	DET
ap-8214	174	12	harmonics	harmonic	NOUN
ap-8214	174	13	are	be	AUX
ap-8214	174	14	introduced	introduce	VERB
ap-8214	174	15	by	by	ADP
ap-8214	174	16	the	the	DET
ap-8214	174	17	dynamic	dynamic	ADJ
ap-8214	174	18	eccentricity	eccentricity	NOUN
ap-8214	174	19	,	,	PUNCT
ap-8214	174	20	the	the	DET
ap-8214	174	21	dwt	dwt	NOUN
ap-8214	174	22	analysis	analysis	NOUN
ap-8214	174	23	can	can	AUX
ap-8214	174	24	distinguish	distinguish	VERB
ap-8214	174	25	clearly	clearly	ADV
ap-8214	174	26	between	between	ADP
ap-8214	174	27	the	the	DET
ap-8214	174	28	faults	fault	NOUN
ap-8214	174	29	when	when	SCONJ
ap-8214	174	30	present	present	ADJ
ap-8214	174	31	.	.	PUNCT
ap-8214	175	1	5	5	X
ap-8214	175	2	.	.	X
ap-8214	175	3	results	result	NOUN
ap-8214	175	4	and	and	CCONJ
ap-8214	175	5	discussion	discussion	NOUN
ap-8214	175	6	5.1	5.1	NUM
ap-8214	175	7	.	.	PUNCT
ap-8214	176	1	dynamic	dynamic	ADJ
ap-8214	176	2	eccentricity	eccentricity	NOUN
ap-8214	176	3	for	for	ADP
ap-8214	176	4	the	the	DET
ap-8214	176	5	dynamic	dynamic	ADJ
ap-8214	176	6	eccentricity	eccentricity	NOUN
ap-8214	176	7	fault	fault	NOUN
ap-8214	176	8	,	,	PUNCT
ap-8214	176	9	the	the	DET
ap-8214	176	10	energy	energy	NOUN
ap-8214	176	11	vector	vector	NOUN
ap-8214	176	12	is	be	AUX
ap-8214	176	13	calculated	calculate	VERB
ap-8214	176	14	for	for	ADP
ap-8214	176	15	11	11	NUM
ap-8214	176	16	levels	level	NOUN
ap-8214	176	17	with	with	ADP
ap-8214	176	18	3	3	NUM
ap-8214	176	19	loading	loading	NOUN
ap-8214	176	20	levels	level	NOUN
ap-8214	176	21	.	.	PUNCT
ap-8214	177	1	figure	figure	NOUN
ap-8214	177	2	11	11	NUM
ap-8214	177	3	shows	show	VERB
ap-8214	177	4	the	the	DET
ap-8214	177	5	plot	plot	NOUN
ap-8214	177	6	of	of	ADP
ap-8214	177	7	vector	vector	NOUN
ap-8214	177	8	∥eai∥	∥eai∥	PROPN
ap-8214	177	9	for	for	ADP
ap-8214	177	10	the	the	DET
ap-8214	177	11	three	three	NUM
ap-8214	177	12	loading	loading	NOUN
ap-8214	177	13	levels	level	NOUN
ap-8214	177	14	.	.	PUNCT
ap-8214	178	1	the	the	DET
ap-8214	178	2	analysis	analysis	NOUN
ap-8214	178	3	of	of	ADP
ap-8214	178	4	the	the	DET
ap-8214	178	5	three	three	NUM
ap-8214	178	6	figures	figure	NOUN
ap-8214	178	7	shows	show	VERB
ap-8214	178	8	an	an	DET
ap-8214	178	9	increase	increase	NOUN
ap-8214	178	10	in	in	ADP
ap-8214	178	11	energies	energy	NOUN
ap-8214	178	12	for	for	ADP
ap-8214	178	13	eccentric	eccentric	ADJ
ap-8214	178	14	cases	case	NOUN
ap-8214	178	15	starting	start	VERB
ap-8214	178	16	at	at	ADP
ap-8214	178	17	level	level	NOUN
ap-8214	178	18	3	3	NUM
ap-8214	178	19	,	,	PUNCT
ap-8214	178	20	which	which	PRON
ap-8214	178	21	corresponds	correspond	VERB
ap-8214	178	22	to	to	ADP
ap-8214	178	23	the	the	DET
ap-8214	178	24	frequency	frequency	NOUN
ap-8214	178	25	band	band	NOUN
ap-8214	178	26	[	[	X
ap-8214	178	27	0–3312.5hz	0–3312.5hz	NUM
ap-8214	178	28	]	]	PUNCT
ap-8214	178	29	.	.	PUNCT
ap-8214	179	1	we	we	PRON
ap-8214	179	2	also	also	ADV
ap-8214	179	3	see	see	VERB
ap-8214	179	4	that	that	SCONJ
ap-8214	179	5	the	the	DET
ap-8214	179	6	deviation	deviation	NOUN
ap-8214	179	7	is	be	AUX
ap-8214	179	8	important	important	ADJ
ap-8214	179	9	as	as	ADP
ap-8214	179	10	a	a	DET
ap-8214	179	11	function	function	NOUN
ap-8214	179	12	6	6	NUM
ap-8214	179	13	vol	vol	NOUN
ap-8214	179	14	.	.	PUNCT
ap-8214	180	1	63	63	NUM
ap-8214	181	1	no	no	NOUN
ap-8214	181	2	.	.	PUNCT
ap-8214	182	1	1/2023	1/2023	NUM
ap-8214	182	2	induction	induction	NOUN
ap-8214	182	3	motor	motor	NOUN
ap-8214	182	4	mechanical	mechanical	ADJ
ap-8214	182	5	defects	defect	NOUN
ap-8214	182	6	diagnosis	diagnosis	NOUN
ap-8214	182	7	(	(	PUNCT
ap-8214	182	8	a	a	NOUN
ap-8214	182	9	)	)	PUNCT
ap-8214	182	10	.	.	PUNCT
ap-8214	183	1	4	4	NUM
ap-8214	183	2	nm	nm	NOUN
ap-8214	183	3	(	(	PUNCT
ap-8214	183	4	b	b	NOUN
ap-8214	183	5	)	)	PUNCT
ap-8214	183	6	.	.	PUNCT
ap-8214	184	1	18	18	NUM
ap-8214	184	2	nm	nm	NOUN
ap-8214	184	3	(	(	PUNCT
ap-8214	184	4	c	c	NOUN
ap-8214	184	5	)	)	PUNCT
ap-8214	184	6	.	.	PUNCT
ap-8214	185	1	29	29	NUM
ap-8214	185	2	nm	nm	NOUN
ap-8214	185	3	(	(	PUNCT
ap-8214	185	4	d	d	NOUN
ap-8214	185	5	)	)	PUNCT
ap-8214	185	6	.	.	PUNCT
ap-8214	186	1	all	all	DET
ap-8214	186	2	cases	case	NOUN
ap-8214	186	3	figure	figure	VERB
ap-8214	186	4	12	12	NUM
ap-8214	186	5	.	.	PUNCT
ap-8214	187	1	estimated	estimate	VERB
ap-8214	187	2	nodes	node	NOUN
ap-8214	187	3	energy	energy	NOUN
ap-8214	187	4	for	for	ADP
ap-8214	187	5	misalignment	misalignment	ADJ
ap-8214	187	6	fault	fault	NOUN
ap-8214	187	7	under	under	ADP
ap-8214	187	8	(	(	PUNCT
ap-8214	187	9	a	a	PRON
ap-8214	187	10	)	)	PUNCT
ap-8214	187	11	load	load	NOUN
ap-8214	187	12	=	=	SYM
ap-8214	187	13	4	4	NUM
ap-8214	187	14	nm	nm	NOUN
ap-8214	187	15	,	,	PUNCT
ap-8214	187	16	(	(	PUNCT
ap-8214	187	17	b	b	NOUN
ap-8214	187	18	)	)	PUNCT
ap-8214	187	19	load	load	NOUN
ap-8214	187	20	=	=	SYM
ap-8214	187	21	18	18	NUM
ap-8214	187	22	nm	nm	NOUN
ap-8214	187	23	,	,	PUNCT
ap-8214	187	24	(	(	PUNCT
ap-8214	187	25	c	c	NOUN
ap-8214	187	26	)	)	PUNCT
ap-8214	187	27	load	load	NOUN
ap-8214	187	28	=	=	SYM
ap-8214	187	29	29	29	NUM
ap-8214	187	30	nm	nm	NOUN
ap-8214	187	31	and	and	CCONJ
ap-8214	187	32	(	(	PUNCT
ap-8214	187	33	d	d	X
ap-8214	187	34	)	)	PUNCT
ap-8214	187	35	all	all	DET
ap-8214	187	36	cases	case	NOUN
ap-8214	187	37	.	.	PUNCT
ap-8214	188	1	level	level	NOUN
ap-8214	188	2	ai	ai	NOUN
ap-8214	188	3	band	band	NOUN
ap-8214	188	4	[	[	X
ap-8214	188	5	hz	hz	X
ap-8214	188	6	]	]	X
ap-8214	188	7	di	di	NOUN
ap-8214	188	8	band	band	NOUN
ap-8214	188	9	[	[	X
ap-8214	188	10	hz	hz	X
ap-8214	188	11	]	]	X
ap-8214	188	12	j=1	j=1	ADJ
ap-8214	188	13	a1	a1	PROPN
ap-8214	188	14	0	0	NUM
ap-8214	188	15	-	-	SYM
ap-8214	188	16	13250	13250	NUM
ap-8214	188	17	d1	d1	NOUN
ap-8214	188	18	13250	13250	NUM
ap-8214	188	19	-	-	SYM
ap-8214	188	20	26500	26500	NUM
ap-8214	188	21	j=2	j=2	PROPN
ap-8214	188	22	a2	a2	PROPN
ap-8214	188	23	0	0	NUM
ap-8214	188	24	-	-	PUNCT
ap-8214	188	25	6625	6625	NUM
ap-8214	188	26	d2	d2	PROPN
ap-8214	188	27	6625	6625	NUM
ap-8214	188	28	-	-	SYM
ap-8214	188	29	13250	13250	NUM
ap-8214	188	30	j=3	j=3	PROPN
ap-8214	188	31	a3	a3	PROPN
ap-8214	188	32	0	0	NUM
ap-8214	188	33	-	-	SYM
ap-8214	188	34	3312.5	3312.5	NUM
ap-8214	188	35	d3	d3	PROPN
ap-8214	188	36	3312.5	3312.5	NUM
ap-8214	188	37	-	-	SYM
ap-8214	188	38	6625	6625	NUM
ap-8214	188	39	j=4	j=4	PROPN
ap-8214	188	40	a4	a4	CCONJ
ap-8214	188	41	0	0	NUM
ap-8214	188	42	-	-	SYM
ap-8214	188	43	1656.2	1656.2	NUM
ap-8214	188	44	d4	d4	PROPN
ap-8214	188	45	1656.25	1656.25	NUM
ap-8214	188	46	-	-	SYM
ap-8214	188	47	3312.5	3312.5	NUM
ap-8214	188	48	j=5	j=5	NOUN
ap-8214	188	49	a5	a5	X
ap-8214	188	50	0	0	NUM
ap-8214	188	51	-	-	SYM
ap-8214	188	52	828.12	828.12	NUM
ap-8214	188	53	d5	d5	NOUN
ap-8214	188	54	828.12	828.12	NUM
ap-8214	188	55	-	-	SYM
ap-8214	188	56	1656.25	1656.25	NUM
ap-8214	188	57	j=6	j=6	PROPN
ap-8214	188	58	a6	a6	PROPN
ap-8214	188	59	0	0	NUM
ap-8214	188	60	-	-	SYM
ap-8214	188	61	414	414	NUM
ap-8214	188	62	d6	d6	NOUN
ap-8214	188	63	414	414	NUM
ap-8214	188	64	-	-	SYM
ap-8214	188	65	828.125	828.125	NUM
ap-8214	188	66	j=7	j=7	PROPN
ap-8214	188	67	a7	a7	PROPN
ap-8214	188	68	0	0	NUM
ap-8214	188	69	-	-	SYM
ap-8214	188	70	207	207	NUM
ap-8214	188	71	d7	d7	PROPN
ap-8214	188	72	207	207	NUM
ap-8214	188	73	-	-	SYM
ap-8214	188	74	414	414	NUM
ap-8214	188	75	j=8	j=8	PROPN
ap-8214	188	76	a8	a8	PROPN
ap-8214	188	77	0	0	NUM
ap-8214	188	78	-	-	SYM
ap-8214	188	79	103.5	103.5	NUM
ap-8214	188	80	d8	d8	NOUN
ap-8214	188	81	103.5	103.5	NUM
ap-8214	188	82	-	-	SYM
ap-8214	188	83	207	207	NUM
ap-8214	188	84	j=9	j=9	PROPN
ap-8214	188	85	a9	a9	NOUN
ap-8214	188	86	0	0	NUM
ap-8214	188	87	-	-	SYM
ap-8214	188	88	51.75	51.75	NUM
ap-8214	188	89	d9	d9	PROPN
ap-8214	188	90	51.75	51.75	NUM
ap-8214	188	91	-	-	SYM
ap-8214	188	92	103.5	103.5	NUM
ap-8214	188	93	j=10	j=10	NOUN
ap-8214	188	94	a10	a10	NOUN
ap-8214	188	95	0	0	PROPN
ap-8214	188	96	-	-	SYM
ap-8214	188	97	25.87	25.87	NUM
ap-8214	188	98	d10	d10	PROPN
ap-8214	188	99	25.875	25.875	NUM
ap-8214	188	100	-	-	SYM
ap-8214	188	101	51.75	51.75	NUM
ap-8214	188	102	j=11	j=11	PROPN
ap-8214	188	103	a11	a11	PROPN
ap-8214	188	104	0	0	PROPN
ap-8214	188	105	-	-	SYM
ap-8214	188	106	12.94	12.94	NUM
ap-8214	188	107	d11	d11	NOUN
ap-8214	188	108	12.94	12.94	NUM
ap-8214	188	109	-	-	SYM
ap-8214	188	110	25.87	25.87	NUM
ap-8214	188	111	table	table	NOUN
ap-8214	188	112	2	2	NUM
ap-8214	188	113	.	.	PUNCT
ap-8214	188	114	details	detail	NOUN
ap-8214	188	115	and	and	CCONJ
ap-8214	188	116	approximation	approximation	NOUN
ap-8214	188	117	bands	band	NOUN
ap-8214	188	118	for	for	ADP
ap-8214	188	119	nls	nls	NOUN
ap-8214	188	120	.	.	PUNCT
ap-8214	188	121	of	of	ADP
ap-8214	188	122	the	the	DET
ap-8214	188	123	loading	loading	NOUN
ap-8214	188	124	,	,	PUNCT
ap-8214	188	125	even	even	ADV
ap-8214	188	126	at	at	ADP
ap-8214	188	127	high	high	ADJ
ap-8214	188	128	frequencies	frequency	NOUN
ap-8214	188	129	.	.	PUNCT
ap-8214	189	1	these	these	DET
ap-8214	189	2	results	result	NOUN
ap-8214	189	3	show	show	VERB
ap-8214	189	4	that	that	SCONJ
ap-8214	189	5	eccentricity	eccentricity	NOUN
ap-8214	189	6	can	can	AUX
ap-8214	189	7	be	be	AUX
ap-8214	189	8	detected	detect	VERB
ap-8214	189	9	in	in	ADP
ap-8214	189	10	the	the	DET
ap-8214	189	11	frequency	frequency	NOUN
ap-8214	189	12	band	band	NOUN
ap-8214	189	13	[	[	X
ap-8214	189	14	0–4000	0–4000	X
ap-8214	189	15	hz	hz	X
ap-8214	189	16	]	]	PUNCT
ap-8214	189	17	with	with	ADP
ap-8214	189	18	useful	useful	ADJ
ap-8214	189	19	information	information	NOUN
ap-8214	189	20	on	on	ADP
ap-8214	189	21	the	the	DET
ap-8214	189	22	faults	fault	NOUN
ap-8214	189	23	concentrated	concentrate	VERB
ap-8214	189	24	in	in	ADP
ap-8214	189	25	the	the	DET
ap-8214	189	26	low	low	ADJ
ap-8214	189	27	frequencies	frequency	NOUN
ap-8214	189	28	and	and	CCONJ
ap-8214	189	29	gradually	gradually	ADV
ap-8214	189	30	decreasing	decrease	VERB
ap-8214	189	31	in	in	ADP
ap-8214	189	32	the	the	DET
ap-8214	189	33	high	high	ADJ
ap-8214	189	34	frequencies	frequency	NOUN
ap-8214	189	35	.	.	PUNCT
ap-8214	190	1	5.2	5.2	NUM
ap-8214	190	2	.	.	PUNCT
ap-8214	190	3	misalignment	misalignment	NOUN
ap-8214	190	4	for	for	ADP
ap-8214	190	5	the	the	DET
ap-8214	190	6	misalignment	misalignment	NOUN
ap-8214	190	7	fault	fault	NOUN
ap-8214	190	8	,	,	PUNCT
ap-8214	190	9	the	the	DET
ap-8214	190	10	energy	energy	NOUN
ap-8214	190	11	vector	vector	NOUN
ap-8214	190	12	is	be	AUX
ap-8214	190	13	also	also	ADV
ap-8214	190	14	calculated	calculate	VERB
ap-8214	190	15	for	for	ADP
ap-8214	190	16	11	11	NUM
ap-8214	190	17	levels	level	NOUN
ap-8214	190	18	with	with	ADP
ap-8214	190	19	3	3	NUM
ap-8214	190	20	loading	loading	NOUN
ap-8214	190	21	levels	level	NOUN
ap-8214	190	22	.	.	PUNCT
ap-8214	191	1	figure	figure	NOUN
ap-8214	191	2	12	12	NUM
ap-8214	191	3	shows	show	VERB
ap-8214	191	4	the	the	DET
ap-8214	191	5	plot	plot	NOUN
ap-8214	191	6	of	of	ADP
ap-8214	191	7	vector	vector	NOUN
ap-8214	191	8	∥eai∥	∥eai∥	PROPN
ap-8214	191	9	for	for	ADP
ap-8214	191	10	the	the	DET
ap-8214	191	11	three	three	NUM
ap-8214	191	12	loading	loading	NOUN
ap-8214	191	13	levels	level	NOUN
ap-8214	191	14	.	.	PUNCT
ap-8214	192	1	similarly	similarly	ADV
ap-8214	192	2	to	to	ADP
ap-8214	192	3	the	the	DET
ap-8214	192	4	an	an	DET
ap-8214	192	5	eccentricity	eccentricity	NOUN
ap-8214	192	6	fault	fault	NOUN
ap-8214	192	7	results	result	NOUN
ap-8214	192	8	,	,	PUNCT
ap-8214	192	9	the	the	DET
ap-8214	192	10	figure	figure	NOUN
ap-8214	192	11	analysis	analysis	NOUN
ap-8214	192	12	shows	show	VERB
ap-8214	192	13	an	an	DET
ap-8214	192	14	increase	increase	NOUN
ap-8214	192	15	in	in	ADP
ap-8214	192	16	energies	energy	NOUN
ap-8214	192	17	for	for	ADP
ap-8214	192	18	misalignment	misalignment	NOUN
ap-8214	192	19	cases	case	NOUN
ap-8214	192	20	beginning	begin	VERB
ap-8214	192	21	at	at	ADP
ap-8214	192	22	level	level	NOUN
ap-8214	192	23	3	3	NUM
ap-8214	192	24	,	,	PUNCT
ap-8214	192	25	which	which	PRON
ap-8214	192	26	corresponds	correspond	VERB
ap-8214	192	27	to	to	ADP
ap-8214	192	28	the	the	DET
ap-8214	192	29	frequency	frequency	NOUN
ap-8214	192	30	band	band	NOUN
ap-8214	192	31	[	[	X
ap-8214	192	32	0–3312.5	0–3312.5	ADJ
ap-8214	192	33	hz].these	hz].these	PROPN
ap-8214	192	34	results	result	NOUN
ap-8214	192	35	show	show	VERB
ap-8214	192	36	that	that	SCONJ
ap-8214	192	37	a	a	DET
ap-8214	192	38	misalignment	misalignment	ADJ
ap-8214	192	39	fault	fault	NOUN
ap-8214	192	40	can	can	AUX
ap-8214	192	41	be	be	AUX
ap-8214	192	42	detected	detect	VERB
ap-8214	192	43	in	in	ADP
ap-8214	192	44	the	the	DET
ap-8214	192	45	frequency	frequency	NOUN
ap-8214	192	46	band	band	NOUN
ap-8214	192	47	[	[	X
ap-8214	192	48	0–4000	0–4000	X
ap-8214	192	49	hz	hz	X
ap-8214	192	50	]	]	X
ap-8214	192	51	with	with	ADP
ap-8214	192	52	useful	useful	ADJ
ap-8214	192	53	information	information	NOUN
ap-8214	192	54	concentrated	concentrate	VERB
ap-8214	192	55	in	in	ADP
ap-8214	192	56	low	low	ADJ
ap-8214	192	57	frequencies	frequency	NOUN
ap-8214	192	58	and	and	CCONJ
ap-8214	192	59	gradually	gradually	ADV
ap-8214	192	60	decreasing	decrease	VERB
ap-8214	192	61	in	in	ADP
ap-8214	192	62	high	high	ADJ
ap-8214	192	63	frequencies	frequency	NOUN
ap-8214	192	64	.	.	PUNCT
ap-8214	193	1	the	the	DET
ap-8214	193	2	curves	curve	NOUN
ap-8214	193	3	obtained	obtain	VERB
ap-8214	193	4	for	for	ADP
ap-8214	193	5	mechanical	mechanical	ADJ
ap-8214	193	6	faults	fault	NOUN
ap-8214	193	7	show	show	VERB
ap-8214	193	8	that	that	SCONJ
ap-8214	193	9	the	the	DET
ap-8214	193	10	load	load	NOUN
ap-8214	193	11	has	have	VERB
ap-8214	193	12	an	an	DET
ap-8214	193	13	important	important	ADJ
ap-8214	193	14	role	role	NOUN
ap-8214	193	15	in	in	ADP
ap-8214	193	16	the	the	DET
ap-8214	193	17	detection	detection	NOUN
ap-8214	193	18	process	process	NOUN
ap-8214	193	19	,	,	PUNCT
ap-8214	193	20	and	and	CCONJ
ap-8214	193	21	it	it	PRON
ap-8214	193	22	is	be	AUX
ap-8214	193	23	recommended	recommend	VERB
ap-8214	193	24	to	to	PART
ap-8214	193	25	carry	carry	VERB
ap-8214	193	26	out	out	ADP
ap-8214	193	27	the	the	DET
ap-8214	193	28	diagnostic	diagnostic	ADJ
ap-8214	193	29	operation	operation	NOUN
ap-8214	193	30	under	under	ADP
ap-8214	193	31	full	full	ADJ
ap-8214	193	32	loading	loading	NOUN
ap-8214	193	33	conditions	condition	NOUN
ap-8214	193	34	in	in	ADP
ap-8214	193	35	order	order	NOUN
ap-8214	193	36	to	to	PART
ap-8214	193	37	increase	increase	VERB
ap-8214	193	38	the	the	DET
ap-8214	193	39	separation	separation	NOUN
ap-8214	193	40	between	between	ADP
ap-8214	193	41	the	the	DET
ap-8214	193	42	healthy	healthy	ADJ
ap-8214	193	43	and	and	CCONJ
ap-8214	193	44	the	the	DET
ap-8214	193	45	defective	defective	ADJ
ap-8214	193	46	machine	machine	NOUN
ap-8214	193	47	.	.	PUNCT
ap-8214	194	1	a	a	DET
ap-8214	194	2	comparison	comparison	NOUN
ap-8214	194	3	between	between	ADP
ap-8214	194	4	energies	energy	NOUN
ap-8214	194	5	for	for	ADP
ap-8214	194	6	healthy	healthy	ADJ
ap-8214	194	7	and	and	CCONJ
ap-8214	194	8	defective	defective	ADJ
ap-8214	194	9	machines	machine	NOUN
ap-8214	194	10	under	under	ADP
ap-8214	194	11	various	various	ADJ
ap-8214	194	12	loads	load	NOUN
ap-8214	194	13	is	be	AUX
ap-8214	194	14	performed	perform	VERB
ap-8214	194	15	in	in	ADP
ap-8214	194	16	order	order	NOUN
ap-8214	194	17	to	to	PART
ap-8214	194	18	show	show	VERB
ap-8214	194	19	the	the	DET
ap-8214	194	20	energy	energy	NOUN
ap-8214	194	21	deviation	deviation	NOUN
ap-8214	194	22	as	as	ADP
ap-8214	194	23	a	a	DET
ap-8214	194	24	function	function	NOUN
ap-8214	194	25	of	of	ADP
ap-8214	194	26	the	the	DET
ap-8214	194	27	load	load	NOUN
ap-8214	194	28	level	level	NOUN
ap-8214	194	29	.	.	PUNCT
ap-8214	195	1	table	table	NOUN
ap-8214	195	2	3	3	NUM
ap-8214	195	3	displays	display	VERB
ap-8214	195	4	numerical	numerical	ADJ
ap-8214	195	5	values	value	NOUN
ap-8214	195	6	for	for	ADP
ap-8214	195	7	the	the	DET
ap-8214	195	8	energy	energy	NOUN
ap-8214	195	9	deviation	deviation	NOUN
ap-8214	195	10	for	for	ADP
ap-8214	195	11	various	various	ADJ
ap-8214	195	12	machine	machine	NOUN
ap-8214	195	13	loadings	loading	NOUN
ap-8214	195	14	.	.	PUNCT
ap-8214	196	1	figure	figure	NOUN
ap-8214	196	2	13	13	NUM
ap-8214	196	3	shows	show	VERB
ap-8214	196	4	the	the	DET
ap-8214	196	5	graphical	graphical	ADJ
ap-8214	196	6	plot	plot	NOUN
ap-8214	196	7	of	of	ADP
ap-8214	196	8	this	this	DET
ap-8214	196	9	deviation	deviation	NOUN
ap-8214	196	10	for	for	ADP
ap-8214	196	11	both	both	DET
ap-8214	196	12	cases	case	NOUN
ap-8214	196	13	of	of	ADP
ap-8214	196	14	eccentric	eccentric	ADJ
ap-8214	196	15	and	and	CCONJ
ap-8214	196	16	misaligned	misaligned	ADJ
ap-8214	196	17	machines	machine	NOUN
ap-8214	196	18	.	.	PUNCT
ap-8214	197	1	the	the	DET
ap-8214	197	2	plot	plot	NOUN
ap-8214	197	3	of	of	ADP
ap-8214	197	4	the	the	DET
ap-8214	197	5	difference	difference	NOUN
ap-8214	197	6	in	in	ADP
ap-8214	197	7	energies	energy	NOUN
ap-8214	197	8	of	of	ADP
ap-8214	197	9	the	the	DET
ap-8214	197	10	nodes	node	NOUN
ap-8214	197	11	showed	show	VERB
ap-8214	197	12	a	a	DET
ap-8214	197	13	large	large	ADJ
ap-8214	197	14	deviation	deviation	NOUN
ap-8214	197	15	when	when	SCONJ
ap-8214	197	16	the	the	DET
ap-8214	197	17	load	load	NOUN
ap-8214	197	18	increases	increase	VERB
ap-8214	197	19	,	,	PUNCT
ap-8214	197	20	precise	precise	ADJ
ap-8214	197	21	for	for	ADP
ap-8214	197	22	the	the	DET
ap-8214	197	23	fault	fault	NOUN
ap-8214	197	24	of	of	ADP
ap-8214	197	25	the	the	DET
ap-8214	197	26	dynamic	dynamic	ADJ
ap-8214	197	27	eccentricity	eccentricity	NOUN
ap-8214	197	28	and	and	CCONJ
ap-8214	197	29	less	less	ADV
ap-8214	197	30	accurate	accurate	ADJ
ap-8214	197	31	for	for	ADP
ap-8214	197	32	the	the	DET
ap-8214	197	33	fault	fault	NOUN
ap-8214	197	34	of	of	ADP
ap-8214	197	35	misalignment	misalignment	NOUN
ap-8214	197	36	.	.	PUNCT
ap-8214	198	1	this	this	DET
ap-8214	198	2	result	result	NOUN
ap-8214	198	3	is	be	AUX
ap-8214	198	4	critical	critical	ADJ
ap-8214	198	5	to	to	PART
ap-8214	198	6	consider	consider	VERB
ap-8214	198	7	when	when	SCONJ
ap-8214	198	8	performing	perform	VERB
ap-8214	198	9	any	any	DET
ap-8214	198	10	diagnostic	diagnostic	ADJ
ap-8214	198	11	procedure	procedure	NOUN
ap-8214	198	12	.	.	PUNCT
ap-8214	199	1	it	it	PRON
ap-8214	199	2	is	be	AUX
ap-8214	199	3	obvious	obvious	ADJ
ap-8214	199	4	that	that	SCONJ
ap-8214	199	5	the	the	DET
ap-8214	199	6	diagnosis	diagnosis	NOUN
ap-8214	199	7	at	at	ADP
ap-8214	199	8	high	high	ADJ
ap-8214	199	9	load	load	NOUN
ap-8214	199	10	is	be	AUX
ap-8214	199	11	more	more	ADV
ap-8214	199	12	precise	precise	ADJ
ap-8214	199	13	than	than	ADP
ap-8214	199	14	that	that	PRON
ap-8214	199	15	at	at	ADP
ap-8214	199	16	low	low	ADJ
ap-8214	199	17	load	load	NOUN
ap-8214	199	18	.	.	PUNCT
ap-8214	200	1	6	6	X
ap-8214	200	2	.	.	X
ap-8214	200	3	conclusion	conclusion	NOUN
ap-8214	200	4	in	in	ADP
ap-8214	200	5	this	this	DET
ap-8214	200	6	work	work	NOUN
ap-8214	200	7	,	,	PUNCT
ap-8214	200	8	a	a	DET
ap-8214	200	9	study	study	NOUN
ap-8214	200	10	was	be	AUX
ap-8214	200	11	carried	carry	VERB
ap-8214	200	12	out	out	ADP
ap-8214	200	13	to	to	PART
ap-8214	200	14	diagnose	diagnose	VERB
ap-8214	200	15	electrical	electrical	ADJ
ap-8214	200	16	and	and	CCONJ
ap-8214	200	17	mechanical	mechanical	ADJ
ap-8214	200	18	faults	fault	NOUN
ap-8214	200	19	under	under	ADP
ap-8214	200	20	different	different	ADJ
ap-8214	200	21	loading	loading	NOUN
ap-8214	200	22	levels	level	NOUN
ap-8214	200	23	in	in	ADP
ap-8214	200	24	a	a	DET
ap-8214	200	25	squirrel	squirrel	NOUN
ap-8214	200	26	cage	cage	NOUN
ap-8214	200	27	induction	induction	NOUN
ap-8214	200	28	machine	machine	NOUN
ap-8214	200	29	.	.	PUNCT
ap-8214	201	1	the	the	DET
ap-8214	201	2	main	main	ADJ
ap-8214	201	3	aim	aim	NOUN
ap-8214	201	4	is	be	AUX
ap-8214	201	5	to	to	PART
ap-8214	201	6	find	find	VERB
ap-8214	201	7	an	an	DET
ap-8214	201	8	effective	effective	ADJ
ap-8214	201	9	method	method	NOUN
ap-8214	201	10	to	to	PART
ap-8214	201	11	decide	decide	VERB
ap-8214	201	12	whether	whether	SCONJ
ap-8214	201	13	the	the	DET
ap-8214	201	14	machine	machine	NOUN
ap-8214	201	15	is	be	AUX
ap-8214	201	16	faulty	faulty	ADJ
ap-8214	201	17	or	or	CCONJ
ap-8214	201	18	not	not	PART
ap-8214	201	19	.	.	PUNCT
ap-8214	202	1	the	the	DET
ap-8214	202	2	proposed	propose	VERB
ap-8214	202	3	method	method	NOUN
ap-8214	202	4	is	be	AUX
ap-8214	202	5	a	a	DET
ap-8214	202	6	multi	multi	ADJ
ap-8214	202	7	-	-	ADJ
ap-8214	202	8	resolution	resolution	ADJ
ap-8214	202	9	analysis	analysis	NOUN
ap-8214	202	10	based	base	VERB
ap-8214	202	11	on	on	ADP
ap-8214	202	12	the	the	DET
ap-8214	202	13	discrete	discrete	ADJ
ap-8214	202	14	wavelet	wavelet	NOUN
ap-8214	202	15	transform	transform	NOUN
ap-8214	202	16	(	(	PUNCT
ap-8214	202	17	dwt	dwt	NOUN
ap-8214	202	18	)	)	PUNCT
ap-8214	202	19	.	.	PUNCT
ap-8214	203	1	unlike	unlike	ADP
ap-8214	203	2	traditional	traditional	ADJ
ap-8214	203	3	methods	method	NOUN
ap-8214	203	4	based	base	VERB
ap-8214	203	5	on	on	ADP
ap-8214	203	6	the	the	DET
ap-8214	203	7	fast	fast	ADJ
ap-8214	203	8	fourier	fourier	NOUN
ap-8214	203	9	transform	transform	NOUN
ap-8214	203	10	(	(	PUNCT
ap-8214	203	11	fft	fft	PROPN
ap-8214	203	12	)	)	PUNCT
ap-8214	203	13	,	,	PUNCT
ap-8214	203	14	7	7	NUM
ap-8214	203	15	a.	a.	NOUN
ap-8214	203	16	bouzida	bouzida	PROPN
ap-8214	203	17	,	,	PUNCT
ap-8214	203	18	r.	r.	PROPN
ap-8214	203	19	abdelli	abdelli	ADV
ap-8214	203	20	,	,	PUNCT
ap-8214	203	21	a.	a.	PROPN
ap-8214	203	22	boudouda	boudouda	PROPN
ap-8214	203	23	acta	acta	PROPN
ap-8214	203	24	polytechnica	polytechnica	PROPN
ap-8214	203	25	(	(	PUNCT
ap-8214	203	26	a	a	NOUN
ap-8214	203	27	)	)	PUNCT
ap-8214	203	28	.	.	PUNCT
ap-8214	204	1	eccentric	eccentric	ADJ
ap-8214	204	2	case	case	NOUN
ap-8214	204	3	.	.	PUNCT
ap-8214	205	1	(	(	PUNCT
ap-8214	205	2	b	b	NOUN
ap-8214	205	3	)	)	PUNCT
ap-8214	205	4	.	.	PUNCT
ap-8214	206	1	misalignment	misalignment	NOUN
ap-8214	206	2	case	case	NOUN
ap-8214	206	3	.	.	PUNCT
ap-8214	207	1	figure	figure	NOUN
ap-8214	207	2	13	13	NUM
ap-8214	207	3	.	.	PUNCT
ap-8214	208	1	energy	energy	NOUN
ap-8214	208	2	deviation	deviation	NOUN
ap-8214	208	3	between	between	ADP
ap-8214	208	4	healthy	healthy	ADJ
ap-8214	208	5	and	and	CCONJ
ap-8214	208	6	faulty	faulty	ADJ
ap-8214	208	7	cases	case	NOUN
ap-8214	208	8	,	,	PUNCT
ap-8214	208	9	(	(	PUNCT
ap-8214	208	10	a	a	X
ap-8214	208	11	)	)	PUNCT
ap-8214	208	12	eccentric	eccentric	ADJ
ap-8214	208	13	case	case	NOUN
ap-8214	208	14	,	,	PUNCT
ap-8214	208	15	(	(	PUNCT
ap-8214	208	16	b	b	X
ap-8214	208	17	)	)	PUNCT
ap-8214	208	18	misalignment	misalignment	NOUN
ap-8214	208	19	case	case	NOUN
ap-8214	208	20	.	.	PUNCT
ap-8214	209	1	eccentric	eccentric	ADJ
ap-8214	209	2	case	case	NOUN
ap-8214	209	3	misalignment	misalignment	NOUN
ap-8214	209	4	case	case	NOUN
ap-8214	209	5	4	4	NUM
ap-8214	209	6	nm	nm	NOUN
ap-8214	209	7	18	18	NUM
ap-8214	209	8	nm	nm	NOUN
ap-8214	209	9	29	29	NUM
ap-8214	209	10	nm	nm	NOUN
ap-8214	209	11	4	4	NUM
ap-8214	209	12	nm	nm	NOUN
ap-8214	209	13	18	18	NUM
ap-8214	209	14	nm	nm	NUM
ap-8214	209	15	29	29	NUM
ap-8214	209	16	nm	nm	NOUN
ap-8214	209	17	level	level	NOUN
ap-8214	209	18	1	1	NUM
ap-8214	209	19	1.98e-05	1.98e-05	NUM
ap-8214	209	20	-9.05e-06	-9.05e-06	NOUN
ap-8214	209	21	-4.68e-06	-4.68e-06	NOUN
ap-8214	209	22	6.09e-06	6.09e-06	NUM
ap-8214	209	23	-2.99e-05	-2.99e-05	PROPN
ap-8214	209	24	3.41e-06	3.41e-06	NUM
ap-8214	209	25	level	level	NOUN
ap-8214	209	26	2	2	NUM
ap-8214	209	27	2.34e-05	2.34e-05	NUM
ap-8214	209	28	-1.34e-05	-1.34e-05	NOUN
ap-8214	209	29	-6.62e-06	-6.62e-06	PROPN
ap-8214	209	30	4.49e-07	4.49e-07	NUM
ap-8214	209	31	-1.81e-05	-1.81e-05	NOUN
ap-8214	209	32	3.85e-06	3.85e-06	NUM
ap-8214	209	33	level	level	NOUN
ap-8214	209	34	3	3	NUM
ap-8214	209	35	3.20e-05	3.20e-05	NUM
ap-8214	209	36	-1.03e-05	-1.03e-05	ADJ
ap-8214	209	37	-7.24e-06	-7.24e-06	PROPN
ap-8214	209	38	4.20e-08	4.20e-08	NUM
ap-8214	209	39	-1.66e-05	-1.66e-05	NOUN
ap-8214	209	40	3.51e-06	3.51e-06	NUM
ap-8214	209	41	level	level	NOUN
ap-8214	209	42	4	4	NUM
ap-8214	209	43	0.00578	0.00578	NUM
ap-8214	209	44	0.00623	0.00623	NUM
ap-8214	209	45	0.00464	0.00464	NUM
ap-8214	209	46	-9.58e-04	-9.58e-04	NOUN
ap-8214	209	47	0.00138	0.00138	NUM
ap-8214	209	48	0.04011	0.04011	NUM
ap-8214	209	49	level	level	NOUN
ap-8214	209	50	5	5	NUM
ap-8214	209	51	0.0021	0.0021	NUM
ap-8214	209	52	0.03883	0.03883	NUM
ap-8214	209	53	0.0294	0.0294	NUM
ap-8214	209	54	0.00126	0.00126	NUM
ap-8214	209	55	0.00416	0.00416	NUM
ap-8214	209	56	0.01154	0.01154	NUM
ap-8214	209	57	level	level	NOUN
ap-8214	209	58	6	6	NUM
ap-8214	209	59	0.00184	0.00184	NUM
ap-8214	209	60	0.03904	0.03904	NUM
ap-8214	209	61	0.0294	0.0294	NUM
ap-8214	209	62	9.89e-04	9.89e-04	NUM
ap-8214	209	63	0.00387	0.00387	NUM
ap-8214	209	64	0.01162	0.01162	NUM
ap-8214	209	65	level	level	NOUN
ap-8214	209	66	7	7	NUM
ap-8214	209	67	0.00189	0.00189	NUM
ap-8214	209	68	0.04219	0.04219	NUM
ap-8214	209	69	0.03235	0.03235	NUM
ap-8214	209	70	0.00104	0.00104	NOUN
ap-8214	209	71	0.00421	0.00421	NUM
ap-8214	209	72	0.01451	0.01451	NUM
ap-8214	209	73	level	level	NOUN
ap-8214	209	74	8	8	NUM
ap-8214	209	75	0.0019	0.0019	NUM
ap-8214	209	76	0.04299	0.04299	NUM
ap-8214	209	77	0.03288	0.03288	NUM
ap-8214	209	78	0.00105	0.00105	NUM
ap-8214	209	79	0.00427	0.00427	NUM
ap-8214	209	80	0.01469	0.01469	NUM
ap-8214	209	81	level	level	NOUN
ap-8214	209	82	9	9	NUM
ap-8214	209	83	0.0019	0.0019	NUM
ap-8214	209	84	0.04309	0.04309	NUM
ap-8214	209	85	0.03295	0.03295	NUM
ap-8214	209	86	0.00105	0.00105	NUM
ap-8214	209	87	0.00427	0.00427	NUM
ap-8214	209	88	0.01471	0.01471	NUM
ap-8214	209	89	level	level	NOUN
ap-8214	209	90	10	10	NUM
ap-8214	209	91	0.00129	0.00129	NUM
ap-8214	209	92	0.0444	0.0444	NUM
ap-8214	209	93	0.03355	0.03355	NUM
ap-8214	209	94	0.00137	0.00137	NUM
ap-8214	209	95	0.00465	0.00465	NUM
ap-8214	209	96	0.01553	0.01553	NUM
ap-8214	209	97	level	level	NOUN
ap-8214	209	98	11	11	NUM
ap-8214	209	99	9.82e-04	9.82e-04	NUM
ap-8214	209	100	0.04512	0.04512	NUM
ap-8214	209	101	0.03386	0.03386	NUM
ap-8214	209	102	1.55e-03	1.55e-03	NUM
ap-8214	209	103	0.00487	0.00487	NUM
ap-8214	209	104	0.01595	0.01595	NUM
ap-8214	209	105	table	table	NOUN
ap-8214	209	106	3	3	NUM
ap-8214	209	107	.	.	PUNCT
ap-8214	209	108	energy	energy	NOUN
ap-8214	209	109	deviation	deviation	NOUN
ap-8214	209	110	between	between	ADP
ap-8214	209	111	healthy	healthy	ADJ
ap-8214	209	112	and	and	CCONJ
ap-8214	209	113	faulty	faulty	ADJ
ap-8214	209	114	machines	machine	NOUN
ap-8214	209	115	.	.	PUNCT
ap-8214	210	1	the	the	DET
ap-8214	210	2	dwt	dwt	PROPN
ap-8214	210	3	method	method	NOUN
ap-8214	210	4	allows	allow	VERB
ap-8214	210	5	searching	search	VERB
ap-8214	210	6	information	information	NOUN
ap-8214	210	7	for	for	ADP
ap-8214	210	8	related	relate	VERB
ap-8214	210	9	to	to	ADP
ap-8214	210	10	faults	fault	NOUN
ap-8214	210	11	over	over	ADP
ap-8214	210	12	wide	wide	ADJ
ap-8214	210	13	frequency	frequency	NOUN
ap-8214	210	14	bands	band	NOUN
ap-8214	210	15	and	and	CCONJ
ap-8214	210	16	to	to	PART
ap-8214	210	17	avoid	avoid	VERB
ap-8214	210	18	tracking	track	VERB
ap-8214	210	19	the	the	DET
ap-8214	210	20	fault	fault	NOUN
ap-8214	210	21	indicators	indicator	NOUN
ap-8214	210	22	related	relate	VERB
ap-8214	210	23	to	to	ADP
ap-8214	210	24	predefined	predefine	VERB
ap-8214	210	25	frequencies	frequency	NOUN
ap-8214	210	26	.	.	PUNCT
ap-8214	211	1	the	the	DET
ap-8214	211	2	results	result	NOUN
ap-8214	211	3	obtained	obtain	VERB
ap-8214	211	4	by	by	ADP
ap-8214	211	5	applying	apply	VERB
ap-8214	211	6	the	the	DET
ap-8214	211	7	proposed	propose	VERB
ap-8214	211	8	method	method	NOUN
ap-8214	211	9	on	on	ADP
ap-8214	211	10	the	the	DET
ap-8214	211	11	different	different	ADJ
ap-8214	211	12	faults	fault	NOUN
ap-8214	211	13	show	show	VERB
ap-8214	211	14	the	the	DET
ap-8214	211	15	efficiency	efficiency	NOUN
ap-8214	211	16	and	and	CCONJ
ap-8214	211	17	the	the	DET
ap-8214	211	18	precision	precision	NOUN
ap-8214	211	19	of	of	ADP
ap-8214	211	20	detection	detection	NOUN
ap-8214	211	21	and	and	CCONJ
ap-8214	211	22	separation	separation	NOUN
ap-8214	211	23	between	between	ADP
ap-8214	211	24	healthy	healthy	ADJ
ap-8214	211	25	and	and	CCONJ
ap-8214	211	26	defective	defective	ADJ
ap-8214	211	27	machines	machine	NOUN
ap-8214	211	28	.	.	PUNCT
ap-8214	212	1	moreover	moreover	ADV
ap-8214	212	2	,	,	PUNCT
ap-8214	212	3	the	the	DET
ap-8214	212	4	results	result	NOUN
ap-8214	212	5	show	show	VERB
ap-8214	212	6	that	that	SCONJ
ap-8214	212	7	the	the	DET
ap-8214	212	8	load	load	NOUN
ap-8214	212	9	applied	apply	VERB
ap-8214	212	10	during	during	ADP
ap-8214	212	11	the	the	DET
ap-8214	212	12	acquisition	acquisition	NOUN
ap-8214	212	13	process	process	NOUN
ap-8214	212	14	has	have	VERB
ap-8214	212	15	an	an	DET
ap-8214	212	16	important	important	ADJ
ap-8214	212	17	role	role	NOUN
ap-8214	212	18	in	in	ADP
ap-8214	212	19	the	the	DET
ap-8214	212	20	detection	detection	NOUN
ap-8214	212	21	of	of	ADP
ap-8214	212	22	mechanical	mechanical	ADJ
ap-8214	212	23	faults	fault	NOUN
ap-8214	212	24	.	.	PUNCT
ap-8214	213	1	we	we	PRON
ap-8214	213	2	have	have	AUX
ap-8214	213	3	also	also	ADV
ap-8214	213	4	shown	show	VERB
ap-8214	213	5	in	in	ADP
ap-8214	213	6	this	this	DET
ap-8214	213	7	work	work	NOUN
ap-8214	213	8	that	that	PRON
ap-8214	213	9	the	the	DET
ap-8214	213	10	diagnosis	diagnosis	NOUN
ap-8214	213	11	of	of	ADP
ap-8214	213	12	faults	fault	NOUN
ap-8214	213	13	at	at	ADP
ap-8214	213	14	a	a	DET
ap-8214	213	15	high	high	ADJ
ap-8214	213	16	load	load	NOUN
ap-8214	213	17	is	be	AUX
ap-8214	213	18	strongly	strongly	ADV
ap-8214	213	19	recommended	recommend	VERB
ap-8214	213	20	to	to	PART
ap-8214	213	21	reveal	reveal	VERB
ap-8214	213	22	the	the	DET
ap-8214	213	23	different	different	ADJ
ap-8214	213	24	harmonics	harmonic	NOUN
ap-8214	213	25	related	relate	VERB
ap-8214	213	26	to	to	ADP
ap-8214	213	27	the	the	DET
ap-8214	213	28	fault	fault	NOUN
ap-8214	213	29	.	.	PUNCT
ap-8214	214	1	the	the	DET
ap-8214	214	2	proposed	propose	VERB
ap-8214	214	3	method	method	NOUN
ap-8214	214	4	in	in	ADP
ap-8214	214	5	this	this	DET
ap-8214	214	6	paper	paper	NOUN
ap-8214	214	7	also	also	ADV
ap-8214	214	8	shows	show	VERB
ap-8214	214	9	that	that	SCONJ
ap-8214	214	10	the	the	DET
ap-8214	214	11	spectral	spectral	ADJ
ap-8214	214	12	content	content	NOUN
ap-8214	214	13	caused	cause	VERB
ap-8214	214	14	by	by	ADP
ap-8214	214	15	the	the	DET
ap-8214	214	16	mechanical	mechanical	ADJ
ap-8214	214	17	defects	defect	NOUN
ap-8214	214	18	like	like	ADP
ap-8214	214	19	eccentricity	eccentricity	NOUN
ap-8214	214	20	and	and	CCONJ
ap-8214	214	21	misalignment	misalignment	NOUN
ap-8214	214	22	is	be	AUX
ap-8214	214	23	more	more	ADV
ap-8214	214	24	important	important	ADJ
ap-8214	214	25	at	at	ADP
ap-8214	214	26	high	high	ADJ
ap-8214	214	27	frequencies	frequency	NOUN
ap-8214	214	28	than	than	ADP
ap-8214	214	29	at	at	ADP
ap-8214	214	30	low	low	ADJ
ap-8214	214	31	frequencies	frequency	NOUN
ap-8214	214	32	.	.	PUNCT
ap-8214	215	1	references	reference	NOUN
ap-8214	215	2	[	[	X
ap-8214	215	3	1	1	X
ap-8214	215	4	]	]	PUNCT
ap-8214	215	5	o.	o.	PROPN
ap-8214	215	6	e.	e.	PROPN
ap-8214	215	7	hassan	hassan	PROPN
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ap-8214	219	3	]	]	PUNCT
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ap-8214	220	21	.	.	PUNCT
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ap-8214	221	5	,	,	PUNCT
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ap-8214	221	7	.	.	PUNCT
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ap-8214	222	3	3	3	NUM
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ap-8214	224	5	pp	pp	X
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ap-8214	225	2	,	,	PUNCT
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ap-8214	226	5	]	]	PUNCT
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ap-8214	227	4	]	]	PUNCT
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ap-8214	228	10	3	3	NUM
ap-8214	228	11	-	-	PUNCT
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ap-8214	230	2	.	.	PUNCT
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ap-8214	232	25	.	.	PUNCT
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ap-8214	233	4	-	-	PUNCT
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ap-8214	233	12	.	.	PUNCT
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ap-8214	234	5	applications	application	NOUN
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ap-8214	235	2	.	.	X
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ap-8214	239	4	electromagnetic	electromagnetic	ADJ
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ap-8214	239	6	and	and	CCONJ
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ap-8214	239	10	different	different	ADJ
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ap-8214	239	12	in	in	ADP
ap-8214	239	13	squirrel	squirrel	NOUN
ap-8214	239	14	-	-	PUNCT
ap-8214	239	15	cage	cage	NOUN
ap-8214	239	16	induction	induction	NOUN
ap-8214	239	17	motors	motor	NOUN
ap-8214	239	18	.	.	PUNCT
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ap-8214	240	2	journal	journal	PROPN
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ap-8214	240	5	electromagnetics	electromagnetic	NOUN
ap-8214	240	6	and	and	CCONJ
ap-8214	240	7	mechanics	mechanic	NOUN
ap-8214	240	8	59(3):805–815	59(3):805–815	PROPN
ap-8214	240	9	,	,	PUNCT
ap-8214	240	10	2019	2019	NUM
ap-8214	240	11	.	.	PUNCT
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ap-8214	241	2	8	8	NUM
ap-8214	242	1	https://doi.org/10.1049/iet-epa.2018.0054	https://doi.org/10.1049/iet-epa.2018.0054	PROPN
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ap-8214	243	3	.	.	PUNCT
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ap-8214	244	2	induction	induction	NOUN
ap-8214	244	3	motor	motor	NOUN
ap-8214	244	4	mechanical	mechanical	ADJ
ap-8214	244	5	defects	defect	NOUN
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ap-8214	244	8	7	7	NUM
ap-8214	244	9	]	]	PUNCT
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ap-8214	244	15	.	.	PUNCT
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ap-8214	245	2	of	of	ADP
ap-8214	245	3	mechanical	mechanical	ADJ
ap-8214	245	4	imbalances	imbalance	NOUN
ap-8214	245	5	of	of	ADP
ap-8214	245	6	induction	induction	NOUN
ap-8214	245	7	motors	motor	NOUN
ap-8214	245	8	with	with	ADP
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ap-8214	245	10	power	power	NOUN
ap-8214	245	11	signature	signature	NOUN
ap-8214	245	12	analysis	analysis	NOUN
ap-8214	245	13	.	.	PUNCT
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ap-8214	246	2	of	of	ADP
ap-8214	246	3	electrical	electrical	ADJ
ap-8214	246	4	engineering	engineering	NOUN
ap-8214	246	5	and	and	CCONJ
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ap-8214	246	7	8(5):1116–1121	8(5):1116–1121	NUM
ap-8214	246	8	,	,	PUNCT
ap-8214	246	9	2013	2013	NUM
ap-8214	246	10	.	.	PUNCT
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ap-8214	248	1	[	[	X
ap-8214	248	2	8	8	NUM
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ap-8214	248	7	.	.	PUNCT
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ap-8214	250	5	induction	induction	NOUN
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ap-8214	250	7	,	,	PUNCT
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ap-8214	251	1	1–46	1–46	PROPN
ap-8214	251	2	.	.	PUNCT
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ap-8214	252	6	.	.	PUNCT
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ap-8214	256	14	.	.	PUNCT
ap-8214	257	1	3165–3170	3165–3170	NUM
ap-8214	257	2	.	.	PUNCT
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ap-8214	258	2	,	,	PUNCT
ap-8214	258	3	2017	2017	NUM
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ap-8214	260	3	]	]	X
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ap-8214	260	7	r.	r.	PROPN
ap-8214	260	8	k.	k.	PROPN
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ap-8214	260	10	.	.	PUNCT
ap-8214	260	11	iot	iot	PROPN
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ap-8214	260	13	based	base	VERB
ap-8214	260	14	monitoring	monitoring	NOUN
ap-8214	260	15	and	and	CCONJ
ap-8214	260	16	controlling	controlling	NOUN
ap-8214	260	17	of	of	ADP
ap-8214	260	18	crop	crop	NOUN
ap-8214	260	19	field	field	NOUN
ap-8214	260	20	and	and	CCONJ
ap-8214	260	21	induction	induction	NOUN
ap-8214	260	22	motor	motor	NOUN
ap-8214	260	23	protection	protection	NOUN
ap-8214	260	24	from	from	ADP
ap-8214	260	25	voltage	voltage	NOUN
ap-8214	260	26	fluctuation	fluctuation	NOUN
ap-8214	260	27	.	.	PUNCT
ap-8214	261	1	agricultural	agricultural	ADJ
ap-8214	261	2	journal	journal	PROPN
ap-8214	261	3	15(4):49	15(4):49	NUM
ap-8214	261	4	–	–	PUNCT
ap-8214	261	5	56	56	NUM
ap-8214	261	6	,	,	PUNCT
ap-8214	261	7	2020	2020	NUM
ap-8214	261	8	.	.	PUNCT
ap-8214	262	1	https://doi.org/10.36478/aj.2020.49.56	https://doi.org/10.36478/aj.2020.49.56	X
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ap-8214	263	2	11	11	NUM
ap-8214	263	3	]	]	PUNCT
ap-8214	263	4	r.	r.	PROPN
ap-8214	263	5	r.	r.	PROPN
ap-8214	263	6	schoen	schoen	PROPN
ap-8214	263	7	,	,	PUNCT
ap-8214	263	8	t.	t.	PROPN
ap-8214	263	9	g.	g.	PROPN
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ap-8214	263	11	.	.	PUNCT
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ap-8214	264	8	eliminate	eliminate	VERB
ap-8214	264	9	arbitrary	arbitrary	ADJ
ap-8214	264	10	load	load	NOUN
ap-8214	264	11	effects	effect	NOUN
ap-8214	264	12	in	in	ADP
ap-8214	264	13	current	current	ADJ
ap-8214	264	14	-	-	PUNCT
ap-8214	264	15	based	base	VERB
ap-8214	264	16	monitoring	monitoring	NOUN
ap-8214	264	17	of	of	ADP
ap-8214	264	18	induction	induction	NOUN
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ap-8214	264	20	.	.	PUNCT
ap-8214	265	1	in	in	ADP
ap-8214	265	2	ias	ias	PROPN
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ap-8214	265	4	96	96	NUM
ap-8214	265	5	.	.	PUNCT
ap-8214	266	1	conference	conference	NOUN
ap-8214	266	2	record	record	NOUN
ap-8214	266	3	of	of	ADP
ap-8214	266	4	the	the	DET
ap-8214	266	5	1996	1996	NUM
ap-8214	266	6	ieee	ieee	NOUN
ap-8214	266	7	industry	industry	NOUN
ap-8214	266	8	applications	application	NOUN
ap-8214	266	9	conference	conference	VERB
ap-8214	266	10	thirty	thirty	NUM
ap-8214	266	11	-	-	PUNCT
ap-8214	266	12	first	first	ADJ
ap-8214	266	13	ias	ias	ADJ
ap-8214	266	14	annual	annual	ADJ
ap-8214	266	15	meeting	meeting	NOUN
ap-8214	266	16	,	,	PUNCT
ap-8214	266	17	vol	vol	NOUN
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ap-8214	266	19	1	1	NUM
ap-8214	266	20	,	,	PUNCT
ap-8214	266	21	pp	pp	ADJ
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ap-8214	267	1	671–678	671–678	NUM
ap-8214	267	2	.	.	PUNCT
ap-8214	268	1	ieee	ieee	PROPN
ap-8214	268	2	.	.	PUNCT
ap-8214	269	1	https://doi.org/10.1109/ias.1996.557108	https://doi.org/10.1109/ias.1996.557108	PROPN
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ap-8214	270	2	12	12	NUM
ap-8214	270	3	]	]	PUNCT
ap-8214	270	4	m.	m.	NOUN
ap-8214	270	5	singh	singh	PROPN
ap-8214	270	6	,	,	PUNCT
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ap-8214	270	8	g.	g.	PROPN
ap-8214	270	9	shaik	shaik	PROPN
ap-8214	270	10	.	.	PUNCT
ap-8214	271	1	broken	break	VERB
ap-8214	271	2	rotor	rotor	NOUN
ap-8214	271	3	bar	bar	NOUN
ap-8214	271	4	fault	fault	NOUN
ap-8214	271	5	diagnosis	diagnosis	NOUN
ap-8214	271	6	of	of	ADP
ap-8214	271	7	a	a	DET
ap-8214	271	8	three	three	NUM
ap-8214	271	9	-	-	PUNCT
ap-8214	271	10	phase	phase	NOUN
ap-8214	271	11	induction	induction	NOUN
ap-8214	271	12	motor	motor	NOUN
ap-8214	271	13	using	use	VERB
ap-8214	271	14	discrete	discrete	ADJ
ap-8214	271	15	wavelet	wavelet	NOUN
ap-8214	271	16	transform	transform	NOUN
ap-8214	271	17	.	.	PUNCT
ap-8214	272	1	in	in	ADP
ap-8214	272	2	2019	2019	NUM
ap-8214	272	3	ieee	ieee	NOUN
ap-8214	272	4	pes	pes	PROPN
ap-8214	272	5	gtd	gtd	PROPN
ap-8214	272	6	grand	grand	PROPN
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ap-8214	272	8	conference	conference	PROPN
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ap-8214	272	11	asia	asia	PROPN
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ap-8214	272	13	gtd	gtd	PROPN
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ap-8214	272	16	,	,	PUNCT
ap-8214	272	17	pp	pp	ADJ
ap-8214	272	18	.	.	PUNCT
ap-8214	273	1	13–17	13–17	NUM
ap-8214	273	2	.	.	PUNCT
ap-8214	274	1	ieee	ieee	NOUN
ap-8214	274	2	,	,	PUNCT
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ap-8214	274	4	.	.	PUNCT
ap-8214	275	1	https://doi.org/10.1109/gtdasia.2019.8715925	https://doi.org/10.1109/gtdasia.2019.8715925	PROPN
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ap-8214	276	2	13	13	NUM
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ap-8214	276	7	a.	a.	PROPN
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ap-8214	276	10	a.	a.	NOUN
ap-8214	276	11	bolshunov	bolshunov	PROPN
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ap-8214	277	3	career	career	NOUN
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ap-8214	277	5	truck	truck	NOUN
ap-8214	277	6	traction	traction	NOUN
ap-8214	277	7	induction	induction	NOUN
ap-8214	277	8	motors	motor	NOUN
ap-8214	277	9	technical	technical	ADJ
ap-8214	277	10	condition	condition	NOUN
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ap-8214	277	12	wavelet	wavelet	NOUN
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ap-8214	278	1	in	in	ADP
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ap-8214	278	10	(	(	PUNCT
ap-8214	278	11	dynamics	dynamic	NOUN
ap-8214	278	12	)	)	PUNCT
ap-8214	278	13	,	,	PUNCT
ap-8214	278	14	pp	pp	ADP
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ap-8214	279	1	1–4	1–4	PROPN
ap-8214	279	2	.	.	PUNCT
ap-8214	279	3	ieee	ieee	PROPN
ap-8214	279	4	.	.	PUNCT
ap-8214	280	1	https://doi.org/10.1109/dynamics.2016.7818988	https://doi.org/10.1109/dynamics.2016.7818988	PROPN
ap-8214	280	2	[	[	X
ap-8214	280	3	14	14	NUM
ap-8214	280	4	]	]	PUNCT
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ap-8214	280	9	m.	m.	PROPN
ap-8214	280	10	n.	n.	PROPN
ap-8214	280	11	s.	s.	PROPN
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ap-8214	280	20	x.	x.	PROPN
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ap-8214	281	6	using	use	VERB
ap-8214	281	7	machine	machine	NOUN
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ap-8214	281	13	-	-	PUNCT
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ap-8214	281	16	motors	motor	NOUN
ap-8214	281	17	.	.	PUNCT
ap-8214	282	1	ieee	ieee	NOUN
ap-8214	282	2	transactions	transaction	NOUN
ap-8214	282	3	on	on	ADP
ap-8214	282	4	industry	industry	NOUN
ap-8214	282	5	applications	application	NOUN
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ap-8214	282	7	,	,	PUNCT
ap-8214	282	8	2020	2020	NUM
ap-8214	282	9	.	.	PUNCT
ap-8214	283	1	https://doi.org/10.1109/tia.2020.2974151	https://doi.org/10.1109/tia.2020.2974151	NOUN
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ap-8214	283	3	15	15	NUM
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ap-8214	283	6	z.	z.	PROPN
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ap-8214	283	9	m.	m.	PROPN
ap-8214	283	10	n.	n.	PROPN
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ap-8214	283	12	k.	k.	PROPN
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ap-8214	284	4	industry	industry	NOUN
ap-8214	284	5	applications	application	NOUN
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ap-8214	284	7	,	,	PUNCT
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ap-8214	284	9	.	.	PUNCT
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ap-8214	288	4	,	,	PUNCT
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ap-8214	292	1	i.	i.	PROPN
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ap-8214	292	5	.	.	PUNCT
ap-8214	293	1	ieee	ieee	NOUN
ap-8214	293	2	antennas	antenna	NOUN
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ap-8214	293	4	propagation	propagation	NOUN
ap-8214	293	5	magazine	magazine	NOUN
ap-8214	293	6	40(5):49–68	40(5):49–68	NUM
ap-8214	293	7	,	,	PUNCT
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ap-8214	293	9	.	.	PUNCT
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ap-8214	295	1	[	[	X
ap-8214	295	2	18	18	NUM
ap-8214	295	3	]	]	PUNCT
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ap-8214	296	5	-	-	PUNCT
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ap-8214	296	7	stator	stator	NOUN
ap-8214	296	8	fault	fault	NOUN
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ap-8214	296	12	-	-	PUNCT
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ap-8214	297	1	iet	iet	PROPN
ap-8214	297	2	electric	electric	PROPN
ap-8214	297	3	power	power	PROPN
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ap-8214	297	5	14(1):82–90	14(1):82–90	NUM
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ap-8214	299	3	]	]	PUNCT
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ap-8214	300	7	,	,	PUNCT
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ap-8214	300	9	.	.	PUNCT
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ap-8214	303	15	speed	speed	NOUN
ap-8214	303	16	field	field	NOUN
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ap-8214	306	2	21	21	NUM
ap-8214	306	3	]	]	X
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ap-8214	308	2	.	.	PUNCT
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ap-8214	310	2	22	22	NUM
ap-8214	310	3	]	]	PUNCT
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ap-8214	311	23	dwt	dwt	NOUN
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ap-8214	312	2	journal	journal	NOUN
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ap-8214	312	4	modelling	modelling	NOUN
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ap-8214	312	8	,	,	PUNCT
ap-8214	312	9	2021	2021	NUM
ap-8214	312	10	.	.	PUNCT
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ap-8214	314	2	23	23	NUM
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ap-8214	314	24	discrete	discrete	ADJ
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ap-8214	314	31	.	.	PUNCT
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ap-8214	315	5	,	,	PUNCT
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ap-8214	317	3	]	]	PUNCT
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ap-8214	320	3	]	]	PUNCT
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ap-8214	322	4	,	,	PUNCT
ap-8214	322	5	2018	2018	NUM
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ap-8214	325	15	a	a	DET
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ap-8214	335	1	1–5	1–5	X
ap-8214	335	2	.	.	X
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ap-8214	346	7	,	,	PUNCT
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ap-8214	350	8	.	.	PUNCT
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ap-8214	351	19	3	3	NUM
ap-8214	351	20	faults	fault	NOUN
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ap-8214	351	37	5	5	NUM
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ap-8214	351	40	discussion	discussion	NOUN
ap-8214	351	41	5.1	5.1	NUM
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ap-8214	351	44	5.2	5.2	NUM
ap-8214	351	45	misalignment	misalignment	NOUN
ap-8214	351	46	6	6	NUM
ap-8214	351	47	conclusion	conclusion	NOUN
ap-8214	351	48	references	reference	NOUN