id	sid	tid	token	lemma	pos
asir-31485	1	1	applied	apply	VERB
asir-31485	1	2	science	science	NOUN
asir-31485	1	3	and	and	CCONJ
asir-31485	1	4	innovative	innovative	ADJ
asir-31485	1	5	research	research	NOUN
asir-31485	1	6	issn	issn	VERB
asir-31485	1	7	2474	2474	NUM
asir-31485	1	8	-	-	SYM
asir-31485	1	9	4972	4972	NUM
asir-31485	1	10	(	(	PUNCT
asir-31485	1	11	print	print	NOUN
asir-31485	1	12	)	)	PUNCT
asir-31485	1	13	issn	issn	VERB
asir-31485	1	14	2474	2474	NUM
asir-31485	1	15	-	-	SYM
asir-31485	1	16	4980	4980	NUM
asir-31485	1	17	(	(	PUNCT
asir-31485	1	18	online	online	ADJ
asir-31485	1	19	)	)	PUNCT
asir-31485	1	20	vol	vol	NOUN
asir-31485	1	21	.	.	PROPN
asir-31485	2	1	7	7	NUM
asir-31485	2	2	,	,	PUNCT
asir-31485	2	3	no	no	INTJ
asir-31485	2	4	.	.	NOUN
asir-31485	2	5	3	3	NUM
asir-31485	2	6	,	,	PUNCT
asir-31485	2	7	2023	2023	NUM
asir-31485	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31485	2	9	62	62	NUM
asir-31485	2	10	original	original	ADJ
asir-31485	2	11	paper	paper	NOUN
asir-31485	2	12	exploring	explore	VERB
asir-31485	2	13	the	the	DET
asir-31485	2	14	current	current	ADJ
asir-31485	2	15	status	status	NOUN
asir-31485	2	16	and	and	CCONJ
asir-31485	2	17	development	development	NOUN
asir-31485	2	18	of	of	ADP
asir-31485	2	19	condition	condition	NOUN
asir-31485	2	20	monitoring	monitoring	NOUN
asir-31485	2	21	and	and	CCONJ
asir-31485	2	22	fault	fault	VERB
asir-31485	2	23	diagnosis	diagnosis	NOUN
asir-31485	2	24	for	for	ADP
asir-31485	2	25	power	power	NOUN
asir-31485	2	26	machinery	machinery	NOUN
asir-31485	2	27	of	of	ADP
asir-31485	2	28	engineering	engineering	NOUN
asir-31485	2	29	ships	ship	NOUN
asir-31485	2	30	cairui	cairui	PROPN
asir-31485	2	31	yu1	yu1	PROPN
asir-31485	2	32	1	1	NUM
asir-31485	2	33	shanghai	shanghai	PROPN
asir-31485	2	34	maritime	maritime	PROPN
asir-31485	2	35	university	university	PROPN
asir-31485	2	36	,	,	PUNCT
asir-31485	2	37	shanghai	shanghai	PROPN
asir-31485	2	38	201306	201306	NUM
asir-31485	2	39	,	,	PUNCT
asir-31485	2	40	china	china	PROPN
asir-31485	2	41	received	receive	VERB
asir-31485	2	42	:	:	PUNCT
asir-31485	2	43	july	july	PROPN
asir-31485	2	44	25	25	NUM
asir-31485	2	45	,	,	PUNCT
asir-31485	2	46	2023	2023	NUM
asir-31485	2	47	accepted	accept	VERB
asir-31485	2	48	:	:	PUNCT
asir-31485	2	49	august	august	PROPN
asir-31485	2	50	12	12	NUM
asir-31485	2	51	,	,	PUNCT
asir-31485	2	52	2023	2023	NUM
asir-31485	2	53	online	online	ADV
asir-31485	2	54	published	publish	VERB
asir-31485	2	55	:	:	PUNCT
asir-31485	2	56	august	august	PROPN
asir-31485	2	57	15	15	NUM
asir-31485	2	58	,	,	PUNCT
asir-31485	2	59	2023	2023	NUM
asir-31485	2	60	doi:10.22158	doi:10.22158	NOUN
asir-31485	2	61	/	/	SYM
asir-31485	2	62	asir.v7n3p62	asir.v7n3p62	NOUN
asir-31485	2	63	url	url	NOUN
asir-31485	2	64	:	:	PUNCT
asir-31485	2	65	http://doi.org/10.22158/asir.v7n3p62	http://doi.org/10.22158/asir.v7n3p62	NOUN
asir-31485	2	66	abstract	abstract	ADJ
asir-31485	2	67	with	with	ADP
asir-31485	2	68	the	the	DET
asir-31485	2	69	continuous	continuous	ADJ
asir-31485	2	70	progress	progress	NOUN
asir-31485	2	71	of	of	ADP
asir-31485	2	72	science	science	NOUN
asir-31485	2	73	and	and	CCONJ
asir-31485	2	74	technology	technology	NOUN
asir-31485	2	75	,	,	PUNCT
asir-31485	2	76	modern	modern	ADJ
asir-31485	2	77	engineering	engineering	NOUN
asir-31485	2	78	ships	ship	NOUN
asir-31485	2	79	are	be	AUX
asir-31485	2	80	also	also	ADV
asir-31485	2	81	moving	move	VERB
asir-31485	2	82	towards	towards	ADP
asir-31485	2	83	large	large	ADJ
asir-31485	2	84	-	-	PUNCT
asir-31485	2	85	scale	scale	NOUN
asir-31485	2	86	and	and	CCONJ
asir-31485	2	87	high	high	ADJ
asir-31485	2	88	-	-	PUNCT
asir-31485	2	89	speed	speed	NOUN
asir-31485	2	90	development	development	NOUN
asir-31485	2	91	.	.	PUNCT
asir-31485	3	1	due	due	ADP
asir-31485	3	2	to	to	ADP
asir-31485	3	3	the	the	DET
asir-31485	3	4	fact	fact	NOUN
asir-31485	3	5	that	that	SCONJ
asir-31485	3	6	the	the	DET
asir-31485	3	7	power	power	NOUN
asir-31485	3	8	propulsion	propulsion	NOUN
asir-31485	3	9	system	system	NOUN
asir-31485	3	10	is	be	AUX
asir-31485	3	11	one	one	NUM
asir-31485	3	12	of	of	ADP
asir-31485	3	13	the	the	DET
asir-31485	3	14	most	most	ADV
asir-31485	3	15	important	important	ADJ
asir-31485	3	16	parts	part	NOUN
asir-31485	3	17	of	of	ADP
asir-31485	3	18	the	the	DET
asir-31485	3	19	entire	entire	ADJ
asir-31485	3	20	ship	ship	NOUN
asir-31485	3	21	,	,	PUNCT
asir-31485	3	22	its	its	PRON
asir-31485	3	23	operational	operational	ADJ
asir-31485	3	24	status	status	NOUN
asir-31485	3	25	will	will	AUX
asir-31485	3	26	directly	directly	ADV
asir-31485	3	27	affect	affect	VERB
asir-31485	3	28	navigation	navigation	NOUN
asir-31485	3	29	safety	safety	NOUN
asir-31485	3	30	and	and	CCONJ
asir-31485	3	31	operational	operational	ADJ
asir-31485	3	32	efficiency	efficiency	NOUN
asir-31485	3	33	,	,	PUNCT
asir-31485	3	34	etc	etc	X
asir-31485	3	35	.	.	X
asir-31485	4	1	therefore	therefore	ADV
asir-31485	4	2	,	,	PUNCT
asir-31485	4	3	real	real	ADJ
asir-31485	4	4	-	-	PUNCT
asir-31485	4	5	time	time	NOUN
asir-31485	4	6	monitoring	monitoring	NOUN
asir-31485	4	7	of	of	ADP
asir-31485	4	8	it	it	PRON
asir-31485	4	9	is	be	AUX
asir-31485	4	10	of	of	ADP
asir-31485	4	11	great	great	ADJ
asir-31485	4	12	significance	significance	NOUN
asir-31485	4	13	.	.	PUNCT
asir-31485	5	1	based	base	VERB
asir-31485	5	2	on	on	ADP
asir-31485	5	3	this	this	PRON
asir-31485	5	4	,	,	PUNCT
asir-31485	5	5	this	this	DET
asir-31485	5	6	article	article	NOUN
asir-31485	5	7	mainly	mainly	ADV
asir-31485	5	8	explores	explore	VERB
asir-31485	5	9	the	the	DET
asir-31485	5	10	current	current	ADJ
asir-31485	5	11	status	status	NOUN
asir-31485	5	12	and	and	CCONJ
asir-31485	5	13	development	development	NOUN
asir-31485	5	14	trends	trend	NOUN
asir-31485	5	15	of	of	ADP
asir-31485	5	16	condition	condition	NOUN
asir-31485	5	17	monitoring	monitoring	NOUN
asir-31485	5	18	and	and	CCONJ
asir-31485	5	19	fault	fault	VERB
asir-31485	5	20	diagnosis	diagnosis	NOUN
asir-31485	5	21	of	of	ADP
asir-31485	5	22	engineering	engineering	NOUN
asir-31485	5	23	ship	ship	NOUN
asir-31485	5	24	power	power	NOUN
asir-31485	5	25	machinery	machinery	NOUN
asir-31485	5	26	,	,	PUNCT
asir-31485	5	27	aiming	aim	VERB
asir-31485	5	28	to	to	PART
asir-31485	5	29	enable	enable	VERB
asir-31485	5	30	technical	technical	ADJ
asir-31485	5	31	personnel	personnel	NOUN
asir-31485	5	32	to	to	PART
asir-31485	5	33	quickly	quickly	ADV
asir-31485	5	34	and	and	CCONJ
asir-31485	5	35	better	well	ADJ
asir-31485	5	36	grasp	grasp	NOUN
asir-31485	5	37	and	and	CCONJ
asir-31485	5	38	apply	apply	VERB
asir-31485	5	39	these	these	DET
asir-31485	5	40	advanced	advanced	ADJ
asir-31485	5	41	technologies	technology	NOUN
asir-31485	5	42	,	,	PUNCT
asir-31485	5	43	and	and	CCONJ
asir-31485	5	44	promote	promote	VERB
asir-31485	5	45	the	the	DET
asir-31485	5	46	healthy	healthy	ADJ
asir-31485	5	47	and	and	CCONJ
asir-31485	5	48	sustainable	sustainable	ADJ
asir-31485	5	49	development	development	NOUN
asir-31485	5	50	of	of	ADP
asir-31485	5	51	china	china	PROPN
asir-31485	5	52	's	's	PART
asir-31485	5	53	shipbuilding	shipbuilding	NOUN
asir-31485	5	54	industry	industry	NOUN
asir-31485	5	55	.	.	PUNCT
asir-31485	6	1	keywords	keyword	VERB
asir-31485	6	2	engineering	engineer	VERB
asir-31485	6	3	ships	ship	NOUN
asir-31485	6	4	,	,	PUNCT
asir-31485	6	5	power	power	NOUN
asir-31485	6	6	machinery	machinery	NOUN
asir-31485	6	7	,	,	PUNCT
asir-31485	6	8	status	status	NOUN
asir-31485	6	9	monitoring	monitoring	NOUN
asir-31485	6	10	,	,	PUNCT
asir-31485	6	11	fault	fault	VERB
asir-31485	6	12	diagnosis	diagnosis	NOUN
asir-31485	6	13	1	1	NUM
asir-31485	6	14	.	.	PUNCT
asir-31485	7	1	introduction	introduction	NOUN
asir-31485	7	2	the	the	DET
asir-31485	7	3	state	state	NOUN
asir-31485	7	4	detection	detection	NOUN
asir-31485	7	5	and	and	CCONJ
asir-31485	7	6	diagnosis	diagnosis	NOUN
asir-31485	7	7	technology	technology	NOUN
asir-31485	7	8	of	of	ADP
asir-31485	7	9	engineering	engineering	NOUN
asir-31485	7	10	ship	ship	NOUN
asir-31485	7	11	power	power	NOUN
asir-31485	7	12	machinery	machinery	NOUN
asir-31485	7	13	has	have	AUX
asir-31485	7	14	been	be	AUX
asir-31485	7	15	widely	widely	ADV
asir-31485	7	16	applied	apply	VERB
asir-31485	7	17	on	on	ADP
asir-31485	7	18	ships	ship	NOUN
asir-31485	7	19	,	,	PUNCT
asir-31485	7	20	not	not	PART
asir-31485	7	21	only	only	ADV
asir-31485	7	22	improving	improve	VERB
asir-31485	7	23	work	work	NOUN
asir-31485	7	24	efficiency	efficiency	NOUN
asir-31485	7	25	,	,	PUNCT
asir-31485	7	26	but	but	CCONJ
asir-31485	7	27	also	also	ADV
asir-31485	7	28	reducing	reduce	VERB
asir-31485	7	29	the	the	DET
asir-31485	7	30	occurrence	occurrence	NOUN
asir-31485	7	31	of	of	ADP
asir-31485	7	32	accidents	accident	NOUN
asir-31485	7	33	caused	cause	VERB
asir-31485	7	34	by	by	ADP
asir-31485	7	35	human	human	ADJ
asir-31485	7	36	factors	factor	NOUN
asir-31485	7	37	,	,	PUNCT
asir-31485	7	38	and	and	CCONJ
asir-31485	7	39	saving	save	VERB
asir-31485	7	40	a	a	DET
asir-31485	7	41	lot	lot	NOUN
asir-31485	7	42	of	of	ADP
asir-31485	7	43	funds	fund	NOUN
asir-31485	7	44	for	for	ADP
asir-31485	7	45	ship	ship	NOUN
asir-31485	7	46	owners	owner	NOUN
asir-31485	7	47	.	.	PUNCT
asir-31485	8	1	however	however	ADV
asir-31485	8	2	,	,	PUNCT
asir-31485	8	3	currently	currently	ADV
asir-31485	8	4	in	in	ADP
asir-31485	8	5	china	china	PROPN
asir-31485	8	6	,	,	PUNCT
asir-31485	8	7	there	there	PRON
asir-31485	8	8	are	be	VERB
asir-31485	8	9	many	many	ADJ
asir-31485	8	10	and	and	CCONJ
asir-31485	8	11	complex	complex	ADJ
asir-31485	8	12	faults	fault	NOUN
asir-31485	8	13	in	in	ADP
asir-31485	8	14	the	the	DET
asir-31485	8	15	power	power	NOUN
asir-31485	8	16	machinery	machinery	NOUN
asir-31485	8	17	of	of	ADP
asir-31485	8	18	engineering	engineering	NOUN
asir-31485	8	19	ships	ship	NOUN
asir-31485	8	20	,	,	PUNCT
asir-31485	8	21	which	which	PRON
asir-31485	8	22	are	be	AUX
asir-31485	8	23	difficult	difficult	ADJ
asir-31485	8	24	to	to	PART
asir-31485	8	25	detect	detect	VERB
asir-31485	8	26	and	and	CCONJ
asir-31485	8	27	eliminate	eliminate	VERB
asir-31485	8	28	in	in	ADP
asir-31485	8	29	a	a	DET
asir-31485	8	30	timely	timely	ADJ
asir-31485	8	31	manner	manner	NOUN
asir-31485	8	32	.	.	PUNCT
asir-31485	9	1	therefore	therefore	ADV
asir-31485	9	2	,	,	PUNCT
asir-31485	9	3	it	it	PRON
asir-31485	9	4	is	be	AUX
asir-31485	9	5	necessary	necessary	ADJ
asir-31485	9	6	to	to	PART
asir-31485	9	7	further	far	ADV
asir-31485	9	8	study	study	VERB
asir-31485	9	9	how	how	SCONJ
asir-31485	9	10	to	to	PART
asir-31485	9	11	achieve	achieve	VERB
asir-31485	9	12	online	online	ADJ
asir-31485	9	13	status	status	NOUN
asir-31485	9	14	monitoring	monitoring	NOUN
asir-31485	9	15	and	and	CCONJ
asir-31485	9	16	fault	fault	VERB
asir-31485	9	17	diagnosis	diagnosis	NOUN
asir-31485	9	18	of	of	ADP
asir-31485	9	19	power	power	NOUN
asir-31485	9	20	machinery	machinery	NOUN
asir-31485	9	21	through	through	ADP
asir-31485	9	22	scientific	scientific	ADJ
asir-31485	9	23	and	and	CCONJ
asir-31485	9	24	effective	effective	ADJ
asir-31485	9	25	methods	method	NOUN
asir-31485	9	26	,	,	PUNCT
asir-31485	9	27	in	in	ADP
asir-31485	9	28	order	order	NOUN
asir-31485	9	29	to	to	PART
asir-31485	9	30	continuously	continuously	ADV
asir-31485	9	31	improve	improve	VERB
asir-31485	9	32	the	the	DET
asir-31485	9	33	reliability	reliability	NOUN
asir-31485	9	34	and	and	CCONJ
asir-31485	9	35	safety	safety	NOUN
asir-31485	9	36	of	of	ADP
asir-31485	9	37	the	the	DET
asir-31485	9	38	operation	operation	NOUN
asir-31485	9	39	of	of	ADP
asir-31485	9	40	engineering	engineering	NOUN
asir-31485	9	41	ship	ship	NOUN
asir-31485	9	42	power	power	NOUN
asir-31485	9	43	devices	device	NOUN
asir-31485	9	44	.	.	PUNCT
asir-31485	10	1	this	this	PRON
asir-31485	10	2	has	have	VERB
asir-31485	10	3	very	very	ADV
asir-31485	10	4	important	important	ADJ
asir-31485	10	5	practical	practical	ADJ
asir-31485	10	6	significance	significance	NOUN
asir-31485	10	7	for	for	ADP
asir-31485	10	8	ensuring	ensure	VERB
asir-31485	10	9	the	the	DET
asir-31485	10	10	stability	stability	NOUN
asir-31485	10	11	of	of	ADP
asir-31485	10	12	ship	ship	NOUN
asir-31485	10	13	navigation	navigation	NOUN
asir-31485	10	14	and	and	CCONJ
asir-31485	10	15	extending	extend	VERB
asir-31485	10	16	the	the	DET
asir-31485	10	17	service	service	NOUN
asir-31485	10	18	life	life	NOUN
asir-31485	10	19	.	.	PUNCT
asir-31485	11	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31485	11	2	applied	apply	VERB
asir-31485	11	3	science	science	NOUN
asir-31485	11	4	and	and	CCONJ
asir-31485	11	5	innovative	innovative	ADJ
asir-31485	11	6	research	research	NOUN
asir-31485	11	7	vol	vol	NOUN
asir-31485	11	8	.	.	PUNCT
asir-31485	12	1	7	7	NUM
asir-31485	12	2	,	,	PUNCT
asir-31485	12	3	no	no	INTJ
asir-31485	12	4	.	.	NOUN
asir-31485	12	5	3	3	NUM
asir-31485	12	6	,	,	PUNCT
asir-31485	12	7	2023	2023	NUM
asir-31485	12	8	63	63	NUM
asir-31485	12	9	published	publish	VERB
asir-31485	12	10	by	by	ADP
asir-31485	12	11	scholink	scholink	PROPN
asir-31485	12	12	inc	inc	PROPN
asir-31485	12	13	.	.	PROPN
asir-31485	13	1	2	2	NUM
asir-31485	13	2	.	.	PUNCT
asir-31485	13	3	the	the	DET
asir-31485	13	4	significance	significance	NOUN
asir-31485	13	5	of	of	ADP
asir-31485	13	6	conducting	conduct	VERB
asir-31485	13	7	cmfd	cmfd	NOUN
asir-31485	13	8	research	research	NOUN
asir-31485	13	9	on	on	ADP
asir-31485	13	10	engineering	engineering	NOUN
asir-31485	13	11	ship	ship	NOUN
asir-31485	13	12	power	power	NOUN
asir-31485	13	13	machinery	machinery	NOUN
asir-31485	13	14	2.1	2.1	NUM
asir-31485	13	15	promote	promote	VERB
asir-31485	13	16	the	the	DET
asir-31485	13	17	reform	reform	NOUN
asir-31485	13	18	of	of	ADP
asir-31485	13	19	ship	ship	NOUN
asir-31485	13	20	maintenance	maintenance	NOUN
asir-31485	13	21	system	system	NOUN
asir-31485	13	22	the	the	DET
asir-31485	13	23	research	research	NOUN
asir-31485	13	24	on	on	ADP
asir-31485	13	25	cmfd	cmfd	NOUN
asir-31485	13	26	(	(	PUNCT
asir-31485	13	27	condition	condition	NOUN
asir-31485	13	28	monitoring	monitoring	NOUN
asir-31485	13	29	and	and	CCONJ
asir-31485	13	30	fault	fault	VERB
asir-31485	13	31	diagnosis	diagnosis	NOUN
asir-31485	13	32	)	)	PUNCT
asir-31485	13	33	of	of	ADP
asir-31485	13	34	engineering	engineering	NOUN
asir-31485	13	35	ship	ship	NOUN
asir-31485	13	36	power	power	NOUN
asir-31485	13	37	machinery	machinery	NOUN
asir-31485	13	38	is	be	AUX
asir-31485	13	39	of	of	ADP
asir-31485	13	40	great	great	ADJ
asir-31485	13	41	significance	significance	NOUN
asir-31485	13	42	for	for	ADP
asir-31485	13	43	promoting	promote	VERB
asir-31485	13	44	the	the	DET
asir-31485	13	45	reform	reform	NOUN
asir-31485	13	46	of	of	ADP
asir-31485	13	47	ship	ship	NOUN
asir-31485	13	48	maintenance	maintenance	NOUN
asir-31485	13	49	system	system	NOUN
asir-31485	13	50	.	.	PUNCT
asir-31485	14	1	by	by	ADP
asir-31485	14	2	continuously	continuously	ADV
asir-31485	14	3	monitoring	monitor	VERB
asir-31485	14	4	key	key	ADJ
asir-31485	14	5	parameters	parameter	NOUN
asir-31485	14	6	such	such	ADJ
asir-31485	14	7	as	as	ADP
asir-31485	14	8	vibration	vibration	NOUN
asir-31485	14	9	,	,	PUNCT
asir-31485	14	10	temperature	temperature	NOUN
asir-31485	14	11	,	,	PUNCT
asir-31485	14	12	and	and	CCONJ
asir-31485	14	13	pressure	pressure	NOUN
asir-31485	14	14	,	,	PUNCT
asir-31485	14	15	abnormal	abnormal	ADJ
asir-31485	14	16	situations	situation	NOUN
asir-31485	14	17	can	can	AUX
asir-31485	14	18	be	be	AUX
asir-31485	14	19	detected	detect	VERB
asir-31485	14	20	and	and	CCONJ
asir-31485	14	21	fault	fault	VERB
asir-31485	14	22	diagnosis	diagnosis	NOUN
asir-31485	14	23	can	can	AUX
asir-31485	14	24	be	be	AUX
asir-31485	14	25	carried	carry	VERB
asir-31485	14	26	out	out	ADP
asir-31485	14	27	as	as	ADV
asir-31485	14	28	soon	soon	ADV
asir-31485	14	29	as	as	ADP
asir-31485	14	30	possible	possible	ADJ
asir-31485	14	31	,	,	PUNCT
asir-31485	14	32	avoiding	avoid	VERB
asir-31485	14	33	potential	potential	ADJ
asir-31485	14	34	mechanical	mechanical	ADJ
asir-31485	14	35	failures	failure	NOUN
asir-31485	14	36	that	that	PRON
asir-31485	14	37	may	may	AUX
asir-31485	14	38	cause	cause	VERB
asir-31485	14	39	ship	ship	NOUN
asir-31485	14	40	operation	operation	NOUN
asir-31485	14	41	interruption	interruption	NOUN
asir-31485	14	42	or	or	CCONJ
asir-31485	14	43	accidents	accident	NOUN
asir-31485	14	44	.	.	PUNCT
asir-31485	15	1	in	in	ADP
asir-31485	15	2	addition	addition	NOUN
asir-31485	15	3	,	,	PUNCT
asir-31485	15	4	cmfd	cmfd	NOUN
asir-31485	15	5	technology	technology	NOUN
asir-31485	15	6	has	have	AUX
asir-31485	15	7	transformed	transform	VERB
asir-31485	15	8	ship	ship	NOUN
asir-31485	15	9	maintenance	maintenance	NOUN
asir-31485	15	10	from	from	ADP
asir-31485	15	11	regular	regular	ADJ
asir-31485	15	12	maintenance	maintenance	NOUN
asir-31485	15	13	to	to	ADP
asir-31485	15	14	conditional	conditional	ADJ
asir-31485	15	15	maintenance	maintenance	NOUN
asir-31485	15	16	.	.	PUNCT
asir-31485	16	1	based	base	VERB
asir-31485	16	2	on	on	ADP
asir-31485	16	3	the	the	DET
asir-31485	16	4	actual	actual	ADJ
asir-31485	16	5	operating	operate	VERB
asir-31485	16	6	status	status	NOUN
asir-31485	16	7	of	of	ADP
asir-31485	16	8	power	power	NOUN
asir-31485	16	9	machinery	machinery	NOUN
asir-31485	16	10	,	,	PUNCT
asir-31485	16	11	more	more	ADV
asir-31485	16	12	reasonable	reasonable	ADJ
asir-31485	16	13	and	and	CCONJ
asir-31485	16	14	effective	effective	ADJ
asir-31485	16	15	maintenance	maintenance	NOUN
asir-31485	16	16	plans	plan	NOUN
asir-31485	16	17	can	can	AUX
asir-31485	16	18	be	be	AUX
asir-31485	16	19	developed	develop	VERB
asir-31485	16	20	to	to	PART
asir-31485	16	21	avoid	avoid	VERB
asir-31485	16	22	unnecessary	unnecessary	ADJ
asir-31485	16	23	maintenance	maintenance	NOUN
asir-31485	16	24	and	and	CCONJ
asir-31485	16	25	downtime	downtime	NOUN
asir-31485	16	26	.	.	PUNCT
asir-31485	17	1	this	this	DET
asir-31485	17	2	reform	reform	NOUN
asir-31485	17	3	will	will	AUX
asir-31485	17	4	significantly	significantly	ADV
asir-31485	17	5	improve	improve	VERB
asir-31485	17	6	the	the	DET
asir-31485	17	7	operational	operational	ADJ
asir-31485	17	8	efficiency	efficiency	NOUN
asir-31485	17	9	and	and	CCONJ
asir-31485	17	10	safety	safety	NOUN
asir-31485	17	11	performance	performance	NOUN
asir-31485	17	12	of	of	ADP
asir-31485	17	13	ships	ship	NOUN
asir-31485	17	14	,	,	PUNCT
asir-31485	17	15	and	and	CCONJ
asir-31485	17	16	promote	promote	VERB
asir-31485	17	17	the	the	DET
asir-31485	17	18	progress	progress	NOUN
asir-31485	17	19	of	of	ADP
asir-31485	17	20	ship	ship	NOUN
asir-31485	17	21	maintenance	maintenance	NOUN
asir-31485	17	22	systems	system	NOUN
asir-31485	17	23	and	and	CCONJ
asir-31485	17	24	management	management	NOUN
asir-31485	17	25	systems	system	NOUN
asir-31485	17	26	.	.	PUNCT
asir-31485	18	1	2.2	2.2	NUM
asir-31485	18	2	reduce	reduce	VERB
asir-31485	18	3	maintenance	maintenance	NOUN
asir-31485	18	4	costs	cost	NOUN
asir-31485	18	5	and	and	CCONJ
asir-31485	18	6	improve	improve	VERB
asir-31485	18	7	economic	economic	ADJ
asir-31485	18	8	benefits	benefit	NOUN
asir-31485	18	9	in	in	ADP
asir-31485	18	10	the	the	DET
asir-31485	18	11	research	research	NOUN
asir-31485	18	12	of	of	ADP
asir-31485	18	13	cmfd	cmfd	NOUN
asir-31485	18	14	for	for	ADP
asir-31485	18	15	engineering	engineering	NOUN
asir-31485	18	16	ship	ship	NOUN
asir-31485	18	17	power	power	NOUN
asir-31485	18	18	machinery	machinery	NOUN
asir-31485	18	19	,	,	PUNCT
asir-31485	18	20	it	it	PRON
asir-31485	18	21	plays	play	VERB
asir-31485	18	22	an	an	DET
asir-31485	18	23	important	important	ADJ
asir-31485	18	24	role	role	NOUN
asir-31485	18	25	in	in	ADP
asir-31485	18	26	reducing	reduce	VERB
asir-31485	18	27	maintenance	maintenance	NOUN
asir-31485	18	28	costs	cost	NOUN
asir-31485	18	29	and	and	CCONJ
asir-31485	18	30	improving	improve	VERB
asir-31485	18	31	economic	economic	ADJ
asir-31485	18	32	benefits	benefit	NOUN
asir-31485	18	33	.	.	PUNCT
asir-31485	19	1	cmfd	cmfd	NOUN
asir-31485	19	2	technology	technology	PROPN
asir-31485	19	3	can	can	AUX
asir-31485	19	4	monitor	monitor	VERB
asir-31485	19	5	and	and	CCONJ
asir-31485	19	6	diagnose	diagnose	VERB
asir-31485	19	7	the	the	DET
asir-31485	19	8	status	status	NOUN
asir-31485	19	9	and	and	CCONJ
asir-31485	19	10	faults	fault	NOUN
asir-31485	19	11	of	of	ADP
asir-31485	19	12	power	power	NOUN
asir-31485	19	13	machinery	machinery	NOUN
asir-31485	19	14	in	in	ADP
asir-31485	19	15	real	real	ADJ
asir-31485	19	16	-	-	PUNCT
asir-31485	19	17	time	time	NOUN
asir-31485	19	18	during	during	ADP
asir-31485	19	19	ship	ship	NOUN
asir-31485	19	20	operation	operation	NOUN
asir-31485	19	21	.	.	PUNCT
asir-31485	20	1	by	by	ADP
asir-31485	20	2	promptly	promptly	ADV
asir-31485	20	3	detecting	detect	VERB
asir-31485	20	4	faults	fault	NOUN
asir-31485	20	5	or	or	CCONJ
asir-31485	20	6	abnormal	abnormal	ADJ
asir-31485	20	7	situations	situation	NOUN
asir-31485	20	8	,	,	PUNCT
asir-31485	20	9	the	the	DET
asir-31485	20	10	downtime	downtime	NOUN
asir-31485	20	11	and	and	CCONJ
asir-31485	20	12	maintenance	maintenance	NOUN
asir-31485	20	13	time	time	NOUN
asir-31485	20	14	caused	cause	VERB
asir-31485	20	15	by	by	ADP
asir-31485	20	16	faults	fault	NOUN
asir-31485	20	17	can	can	AUX
asir-31485	20	18	be	be	AUX
asir-31485	20	19	reduced	reduce	VERB
asir-31485	20	20	,	,	PUNCT
asir-31485	20	21	and	and	CCONJ
asir-31485	20	22	the	the	DET
asir-31485	20	23	economic	economic	ADJ
asir-31485	20	24	losses	loss	NOUN
asir-31485	20	25	caused	cause	VERB
asir-31485	20	26	by	by	ADP
asir-31485	20	27	ship	ship	NOUN
asir-31485	20	28	operation	operation	NOUN
asir-31485	20	29	interruption	interruption	NOUN
asir-31485	20	30	can	can	AUX
asir-31485	20	31	be	be	AUX
asir-31485	20	32	reduced	reduce	VERB
asir-31485	20	33	.	.	PUNCT
asir-31485	21	1	in	in	ADP
asir-31485	21	2	addition	addition	NOUN
asir-31485	21	3	,	,	PUNCT
asir-31485	21	4	cmfd	cmfd	NOUN
asir-31485	21	5	technology	technology	NOUN
asir-31485	21	6	can	can	AUX
asir-31485	21	7	develop	develop	VERB
asir-31485	21	8	maintenance	maintenance	NOUN
asir-31485	21	9	plans	plan	NOUN
asir-31485	21	10	based	base	VERB
asir-31485	21	11	on	on	ADP
asir-31485	21	12	the	the	DET
asir-31485	21	13	actual	actual	ADJ
asir-31485	21	14	operating	operate	VERB
asir-31485	21	15	status	status	NOUN
asir-31485	21	16	of	of	ADP
asir-31485	21	17	power	power	NOUN
asir-31485	21	18	machinery	machinery	NOUN
asir-31485	21	19	,	,	PUNCT
asir-31485	21	20	avoid	avoid	VERB
asir-31485	21	21	unnecessary	unnecessary	ADJ
asir-31485	21	22	maintenance	maintenance	NOUN
asir-31485	21	23	and	and	CCONJ
asir-31485	21	24	replacement	replacement	NOUN
asir-31485	21	25	of	of	ADP
asir-31485	21	26	parts	part	NOUN
asir-31485	21	27	,	,	PUNCT
asir-31485	21	28	effectively	effectively	ADV
asir-31485	21	29	reduce	reduce	VERB
asir-31485	21	30	maintenance	maintenance	NOUN
asir-31485	21	31	costs	cost	NOUN
asir-31485	21	32	and	and	CCONJ
asir-31485	21	33	material	material	NOUN
asir-31485	21	34	consumption	consumption	NOUN
asir-31485	21	35	,	,	PUNCT
asir-31485	21	36	improve	improve	VERB
asir-31485	21	37	maintenance	maintenance	NOUN
asir-31485	21	38	accuracy	accuracy	NOUN
asir-31485	21	39	and	and	CCONJ
asir-31485	21	40	economic	economic	ADJ
asir-31485	21	41	benefits	benefit	NOUN
asir-31485	21	42	,	,	PUNCT
asir-31485	21	43	and	and	CCONJ
asir-31485	21	44	contribute	contribute	VERB
asir-31485	21	45	to	to	ADP
asir-31485	21	46	the	the	DET
asir-31485	21	47	sustainable	sustainable	ADJ
asir-31485	21	48	development	development	NOUN
asir-31485	21	49	and	and	CCONJ
asir-31485	21	50	competitiveness	competitiveness	NOUN
asir-31485	21	51	of	of	ADP
asir-31485	21	52	the	the	DET
asir-31485	21	53	shipbuilding	shipbuilding	NOUN
asir-31485	21	54	industry	industry	NOUN
asir-31485	21	55	.	.	PUNCT
asir-31485	22	1	2.3	2.3	NUM
asir-31485	22	2	improve	improve	VERB
asir-31485	22	3	fault	fault	NOUN
asir-31485	22	4	prediction	prediction	NOUN
asir-31485	22	5	ability	ability	NOUN
asir-31485	22	6	to	to	PART
asir-31485	22	7	ensure	ensure	VERB
asir-31485	22	8	system	system	NOUN
asir-31485	22	9	safety	safety	NOUN
asir-31485	22	10	and	and	CCONJ
asir-31485	22	11	reliability	reliability	NOUN
asir-31485	22	12	conducting	conduct	VERB
asir-31485	22	13	cmfd	cmfd	NOUN
asir-31485	22	14	research	research	NOUN
asir-31485	22	15	on	on	ADP
asir-31485	22	16	engineering	engineering	NOUN
asir-31485	22	17	ship	ship	NOUN
asir-31485	22	18	power	power	NOUN
asir-31485	22	19	machinery	machinery	NOUN
asir-31485	22	20	is	be	AUX
asir-31485	22	21	of	of	ADP
asir-31485	22	22	great	great	ADJ
asir-31485	22	23	significance	significance	NOUN
asir-31485	22	24	in	in	ADP
asir-31485	22	25	improving	improve	VERB
asir-31485	22	26	fault	fault	NOUN
asir-31485	22	27	prediction	prediction	NOUN
asir-31485	22	28	capabilities	capability	NOUN
asir-31485	22	29	,	,	PUNCT
asir-31485	22	30	ensuring	ensure	VERB
asir-31485	22	31	system	system	NOUN
asir-31485	22	32	safety	safety	NOUN
asir-31485	22	33	and	and	CCONJ
asir-31485	22	34	reliability	reliability	NOUN
asir-31485	22	35	,	,	PUNCT
asir-31485	22	36	and	and	CCONJ
asir-31485	22	37	other	other	ADJ
asir-31485	22	38	aspects	aspect	NOUN
asir-31485	22	39	.	.	PUNCT
asir-31485	23	1	cmfd	cmfd	NOUN
asir-31485	23	2	technology	technology	NOUN
asir-31485	23	3	can	can	AUX
asir-31485	23	4	provide	provide	VERB
asir-31485	23	5	real	real	ADJ
asir-31485	23	6	-	-	PUNCT
asir-31485	23	7	time	time	NOUN
asir-31485	23	8	operational	operational	ADJ
asir-31485	23	9	status	status	NOUN
asir-31485	23	10	information	information	NOUN
asir-31485	23	11	and	and	CCONJ
asir-31485	23	12	fault	fault	VERB
asir-31485	23	13	diagnosis	diagnosis	NOUN
asir-31485	23	14	results	result	NOUN
asir-31485	23	15	for	for	ADP
asir-31485	23	16	ship	ship	NOUN
asir-31485	23	17	operations	operation	NOUN
asir-31485	23	18	,	,	PUNCT
asir-31485	23	19	helping	help	VERB
asir-31485	23	20	to	to	PART
asir-31485	23	21	formulate	formulate	VERB
asir-31485	23	22	reasonable	reasonable	ADJ
asir-31485	23	23	maintenance	maintenance	NOUN
asir-31485	23	24	plans	plan	NOUN
asir-31485	23	25	and	and	CCONJ
asir-31485	23	26	decisions	decision	NOUN
asir-31485	23	27	.	.	PUNCT
asir-31485	24	1	by	by	ADP
asir-31485	24	2	monitoring	monitor	VERB
asir-31485	24	3	and	and	CCONJ
asir-31485	24	4	predicting	predict	VERB
asir-31485	24	5	faults	fault	NOUN
asir-31485	24	6	in	in	ADP
asir-31485	24	7	real	real	ADJ
asir-31485	24	8	-	-	PUNCT
asir-31485	24	9	time	time	NOUN
asir-31485	24	10	,	,	PUNCT
asir-31485	24	11	ship	ship	NOUN
asir-31485	24	12	managers	manager	NOUN
asir-31485	24	13	can	can	AUX
asir-31485	24	14	arrange	arrange	VERB
asir-31485	24	15	maintenance	maintenance	NOUN
asir-31485	24	16	work	work	NOUN
asir-31485	24	17	in	in	ADP
asir-31485	24	18	a	a	DET
asir-31485	24	19	timely	timely	ADJ
asir-31485	24	20	manner	manner	NOUN
asir-31485	24	21	to	to	PART
asir-31485	24	22	avoid	avoid	VERB
asir-31485	24	23	system	system	NOUN
asir-31485	24	24	failures	failure	NOUN
asir-31485	24	25	and	and	CCONJ
asir-31485	24	26	unnecessary	unnecessary	ADJ
asir-31485	24	27	downtime	downtime	NOUN
asir-31485	24	28	caused	cause	VERB
asir-31485	24	29	by	by	ADP
asir-31485	24	30	faults	fault	NOUN
asir-31485	24	31	.	.	PUNCT
asir-31485	25	1	in	in	ADP
asir-31485	25	2	addition	addition	NOUN
asir-31485	25	3	,	,	PUNCT
asir-31485	25	4	cmfd	cmfd	NOUN
asir-31485	25	5	technology	technology	NOUN
asir-31485	25	6	can	can	AUX
asir-31485	25	7	also	also	ADV
asir-31485	25	8	improve	improve	VERB
asir-31485	25	9	the	the	DET
asir-31485	25	10	ability	ability	NOUN
asir-31485	25	11	to	to	PART
asir-31485	25	12	identify	identify	VERB
asir-31485	25	13	and	and	CCONJ
asir-31485	25	14	understand	understand	VERB
asir-31485	25	15	the	the	DET
asir-31485	25	16	cause	cause	NOUN
asir-31485	25	17	of	of	ADP
asir-31485	25	18	faults	fault	NOUN
asir-31485	25	19	by	by	ADP
asir-31485	25	20	analyzing	analyze	VERB
asir-31485	25	21	and	and	CCONJ
asir-31485	25	22	interpreting	interpret	VERB
asir-31485	25	23	fault	fault	NOUN
asir-31485	25	24	data	datum	NOUN
asir-31485	25	25	and	and	CCONJ
asir-31485	25	26	patterns	pattern	NOUN
asir-31485	25	27	.	.	PUNCT
asir-31485	26	1	by	by	ADP
asir-31485	26	2	establishing	establish	VERB
asir-31485	26	3	models	model	NOUN
asir-31485	26	4	and	and	CCONJ
asir-31485	26	5	algorithms	algorithm	NOUN
asir-31485	26	6	,	,	PUNCT
asir-31485	26	7	fault	fault	VERB
asir-31485	26	8	diagnosis	diagnosis	NOUN
asir-31485	26	9	and	and	CCONJ
asir-31485	26	10	prediction	prediction	NOUN
asir-31485	26	11	can	can	AUX
asir-31485	26	12	be	be	AUX
asir-31485	26	13	carried	carry	VERB
asir-31485	26	14	out	out	ADP
asir-31485	26	15	,	,	PUNCT
asir-31485	26	16	and	and	CCONJ
asir-31485	26	17	in	in	ADP
asir-31485	26	18	-	-	PUNCT
asir-31485	26	19	depth	depth	NOUN
asir-31485	26	20	analysis	analysis	NOUN
asir-31485	26	21	of	of	ADP
asir-31485	26	22	the	the	DET
asir-31485	26	23	causes	cause	NOUN
asir-31485	26	24	and	and	CCONJ
asir-31485	26	25	mechanisms	mechanism	NOUN
asir-31485	26	26	of	of	ADP
asir-31485	26	27	faults	fault	NOUN
asir-31485	26	28	can	can	AUX
asir-31485	26	29	help	help	VERB
asir-31485	26	30	improve	improve	VERB
asir-31485	26	31	design	design	NOUN
asir-31485	26	32	,	,	PUNCT
asir-31485	26	33	maintenance	maintenance	NOUN
asir-31485	26	34	strategies	strategy	NOUN
asir-31485	26	35	,	,	PUNCT
asir-31485	26	36	and	and	CCONJ
asir-31485	26	37	system	system	NOUN
asir-31485	26	38	safety	safety	NOUN
asir-31485	26	39	and	and	CCONJ
asir-31485	26	40	reliability	reliability	NOUN
asir-31485	26	41	.	.	PUNCT
asir-31485	27	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31485	27	2	applied	apply	VERB
asir-31485	27	3	science	science	NOUN
asir-31485	27	4	and	and	CCONJ
asir-31485	27	5	innovative	innovative	ADJ
asir-31485	27	6	research	research	NOUN
asir-31485	27	7	vol	vol	NOUN
asir-31485	27	8	.	.	PUNCT
asir-31485	28	1	7	7	NUM
asir-31485	28	2	,	,	PUNCT
asir-31485	28	3	no	no	INTJ
asir-31485	28	4	.	.	NOUN
asir-31485	28	5	3	3	NUM
asir-31485	28	6	,	,	PUNCT
asir-31485	28	7	2023	2023	NUM
asir-31485	28	8	64	64	NUM
asir-31485	28	9	published	publish	VERB
asir-31485	28	10	by	by	ADP
asir-31485	28	11	scholink	scholink	PROPN
asir-31485	28	12	inc	inc	PROPN
asir-31485	28	13	.	.	PROPN
asir-31485	29	1	3	3	X
asir-31485	29	2	.	.	PUNCT
asir-31485	30	1	the	the	DET
asir-31485	30	2	current	current	ADJ
asir-31485	30	3	status	status	NOUN
asir-31485	30	4	of	of	ADP
asir-31485	30	5	cmfd	cmfd	NOUN
asir-31485	30	6	technology	technology	NOUN
asir-31485	30	7	for	for	ADP
asir-31485	30	8	engineering	engineering	NOUN
asir-31485	30	9	ship	ship	NOUN
asir-31485	30	10	power	power	NOUN
asir-31485	30	11	machinery	machinery	NOUN
asir-31485	30	12	3.1	3.1	NUM
asir-31485	30	13	backward	backward	ADJ
asir-31485	30	14	fault	fault	NOUN
asir-31485	30	15	detection	detection	NOUN
asir-31485	30	16	and	and	CCONJ
asir-31485	30	17	diagnosis	diagnosis	NOUN
asir-31485	30	18	methods	method	NOUN
asir-31485	30	19	the	the	DET
asir-31485	30	20	current	current	ADJ
asir-31485	30	21	status	status	NOUN
asir-31485	30	22	of	of	ADP
asir-31485	30	23	cmfd	cmfd	NOUN
asir-31485	30	24	technology	technology	NOUN
asir-31485	30	25	for	for	ADP
asir-31485	30	26	engineering	engineering	NOUN
asir-31485	30	27	ship	ship	NOUN
asir-31485	30	28	power	power	NOUN
asir-31485	30	29	machinery	machinery	NOUN
asir-31485	30	30	is	be	AUX
asir-31485	30	31	that	that	SCONJ
asir-31485	30	32	the	the	DET
asir-31485	30	33	methods	method	NOUN
asir-31485	30	34	of	of	ADP
asir-31485	30	35	fault	fault	NOUN
asir-31485	30	36	detection	detection	NOUN
asir-31485	30	37	and	and	CCONJ
asir-31485	30	38	diagnosis	diagnosis	NOUN
asir-31485	30	39	are	be	AUX
asir-31485	30	40	relatively	relatively	ADV
asir-31485	30	41	backward	backward	ADJ
asir-31485	30	42	,	,	PUNCT
asir-31485	30	43	mainly	mainly	ADV
asir-31485	30	44	manifested	manifest	VERB
asir-31485	30	45	in	in	ADP
asir-31485	30	46	the	the	DET
asir-31485	30	47	following	follow	VERB
asir-31485	30	48	two	two	NUM
asir-31485	30	49	aspects	aspect	NOUN
asir-31485	30	50	.	.	PUNCT
asir-31485	31	1	on	on	ADP
asir-31485	31	2	the	the	DET
asir-31485	31	3	one	one	NUM
asir-31485	31	4	hand	hand	NOUN
asir-31485	31	5	,	,	PUNCT
asir-31485	31	6	traditional	traditional	ADJ
asir-31485	31	7	fault	fault	NOUN
asir-31485	31	8	detection	detection	NOUN
asir-31485	31	9	methods	method	NOUN
asir-31485	31	10	are	be	AUX
asir-31485	31	11	relatively	relatively	ADV
asir-31485	31	12	lagging	lag	VERB
asir-31485	31	13	and	and	CCONJ
asir-31485	31	14	mainly	mainly	ADV
asir-31485	31	15	rely	rely	VERB
asir-31485	31	16	on	on	ADP
asir-31485	31	17	manual	manual	ADJ
asir-31485	31	18	inspections	inspection	NOUN
asir-31485	31	19	and	and	CCONJ
asir-31485	31	20	regular	regular	ADJ
asir-31485	31	21	maintenance	maintenance	NOUN
asir-31485	31	22	.	.	PUNCT
asir-31485	32	1	this	this	DET
asir-31485	32	2	method	method	NOUN
asir-31485	32	3	has	have	VERB
asir-31485	32	4	problems	problem	NOUN
asir-31485	32	5	such	such	ADJ
asir-31485	32	6	as	as	ADP
asir-31485	32	7	waste	waste	NOUN
asir-31485	32	8	of	of	ADP
asir-31485	32	9	human	human	ADJ
asir-31485	32	10	resources	resource	NOUN
asir-31485	32	11	,	,	PUNCT
asir-31485	32	12	subjectivity	subjectivity	NOUN
asir-31485	32	13	and	and	CCONJ
asir-31485	32	14	inaccuracy	inaccuracy	NOUN
asir-31485	32	15	of	of	ADP
asir-31485	32	16	diagnostic	diagnostic	ADJ
asir-31485	32	17	results	result	NOUN
asir-31485	32	18	.	.	PUNCT
asir-31485	33	1	the	the	DET
asir-31485	33	2	development	development	NOUN
asir-31485	33	3	of	of	ADP
asir-31485	33	4	cmfd	cmfd	PROPN
asir-31485	33	5	technology	technology	NOUN
asir-31485	33	6	in	in	ADP
asir-31485	33	7	engineering	engineering	NOUN
asir-31485	33	8	ship	ship	NOUN
asir-31485	33	9	power	power	NOUN
asir-31485	33	10	machinery	machinery	NOUN
asir-31485	33	11	has	have	AUX
asir-31485	33	12	enabled	enable	VERB
asir-31485	33	13	real	real	ADJ
asir-31485	33	14	-	-	PUNCT
asir-31485	33	15	time	time	NOUN
asir-31485	33	16	monitoring	monitoring	NOUN
asir-31485	33	17	and	and	CCONJ
asir-31485	33	18	sensor	sensor	NOUN
asir-31485	33	19	technology	technology	NOUN
asir-31485	33	20	to	to	PART
asir-31485	33	21	be	be	AUX
asir-31485	33	22	widely	widely	ADV
asir-31485	33	23	applied	apply	VERB
asir-31485	33	24	in	in	ADP
asir-31485	33	25	the	the	DET
asir-31485	33	26	field	field	NOUN
asir-31485	33	27	of	of	ADP
asir-31485	33	28	ship	ship	NOUN
asir-31485	33	29	power	power	NOUN
asir-31485	33	30	machinery	machinery	NOUN
asir-31485	33	31	.	.	PUNCT
asir-31485	34	1	however	however	ADV
asir-31485	34	2	,	,	PUNCT
asir-31485	34	3	currently	currently	ADV
asir-31485	34	4	,	,	PUNCT
asir-31485	34	5	fault	fault	VERB
asir-31485	34	6	detection	detection	NOUN
asir-31485	34	7	methods	method	NOUN
asir-31485	34	8	still	still	ADV
asir-31485	34	9	lag	lag	VERB
asir-31485	34	10	behind	behind	ADV
asir-31485	34	11	in	in	ADP
asir-31485	34	12	terms	term	NOUN
asir-31485	34	13	of	of	ADP
asir-31485	34	14	accuracy	accuracy	NOUN
asir-31485	34	15	and	and	CCONJ
asir-31485	34	16	reliability	reliability	NOUN
asir-31485	34	17	,	,	PUNCT
asir-31485	34	18	and	and	CCONJ
asir-31485	34	19	there	there	PRON
asir-31485	34	20	is	be	VERB
asir-31485	34	21	a	a	DET
asir-31485	34	22	lack	lack	NOUN
asir-31485	34	23	of	of	ADP
asir-31485	34	24	an	an	DET
asir-31485	34	25	effective	effective	ADJ
asir-31485	34	26	online	online	ADJ
asir-31485	34	27	state	state	NOUN
asir-31485	34	28	detection	detection	NOUN
asir-31485	34	29	technology	technology	NOUN
asir-31485	34	30	to	to	PART
asir-31485	34	31	quickly	quickly	ADV
asir-31485	34	32	and	and	CCONJ
asir-31485	34	33	accurately	accurately	ADV
asir-31485	34	34	diagnose	diagnose	VERB
asir-31485	34	35	them	they	PRON
asir-31485	34	36	.	.	PUNCT
asir-31485	35	1	on	on	ADP
asir-31485	35	2	the	the	DET
asir-31485	35	3	other	other	ADJ
asir-31485	35	4	hand	hand	NOUN
asir-31485	35	5	,	,	PUNCT
asir-31485	35	6	the	the	DET
asir-31485	35	7	cmfd	cmfd	NOUN
asir-31485	35	8	technology	technology	NOUN
asir-31485	35	9	of	of	ADP
asir-31485	35	10	engineering	engineering	NOUN
asir-31485	35	11	ship	ship	NOUN
asir-31485	35	12	power	power	NOUN
asir-31485	35	13	machinery	machinery	NOUN
asir-31485	35	14	also	also	ADV
asir-31485	35	15	faces	face	VERB
asir-31485	35	16	some	some	DET
asir-31485	35	17	challenges	challenge	NOUN
asir-31485	35	18	in	in	ADP
asir-31485	35	19	fault	fault	NOUN
asir-31485	35	20	diagnosis	diagnosis	NOUN
asir-31485	35	21	.	.	PUNCT
asir-31485	36	1	due	due	ADP
asir-31485	36	2	to	to	ADP
asir-31485	36	3	the	the	DET
asir-31485	36	4	complexity	complexity	NOUN
asir-31485	36	5	and	and	CCONJ
asir-31485	36	6	diversity	diversity	NOUN
asir-31485	36	7	of	of	ADP
asir-31485	36	8	ship	ship	NOUN
asir-31485	36	9	power	power	NOUN
asir-31485	36	10	machinery	machinery	NOUN
asir-31485	36	11	,	,	PUNCT
asir-31485	36	12	research	research	NOUN
asir-31485	36	13	on	on	ADP
asir-31485	36	14	fault	fault	NOUN
asir-31485	36	15	modes	mode	NOUN
asir-31485	36	16	and	and	CCONJ
asir-31485	36	17	fault	fault	VERB
asir-31485	36	18	diagnosis	diagnosis	NOUN
asir-31485	36	19	methods	method	NOUN
asir-31485	36	20	is	be	AUX
asir-31485	36	21	still	still	ADV
asir-31485	36	22	insufficient	insufficient	ADJ
asir-31485	36	23	.	.	PUNCT
asir-31485	37	1	at	at	ADP
asir-31485	37	2	present	present	ADJ
asir-31485	37	3	,	,	PUNCT
asir-31485	37	4	fault	fault	VERB
asir-31485	37	5	diagnosis	diagnosis	NOUN
asir-31485	37	6	algorithms	algorithm	NOUN
asir-31485	37	7	mainly	mainly	ADV
asir-31485	37	8	focus	focus	VERB
asir-31485	37	9	on	on	ADP
asir-31485	37	10	pattern	pattern	NOUN
asir-31485	37	11	recognition	recognition	NOUN
asir-31485	37	12	,	,	PUNCT
asir-31485	37	13	statistical	statistical	ADJ
asir-31485	37	14	analysis	analysis	NOUN
asir-31485	37	15	,	,	PUNCT
asir-31485	37	16	etc	etc	X
asir-31485	37	17	.	.	X
asir-31485	37	18	however	however	ADV
asir-31485	37	19	,	,	PUNCT
asir-31485	37	20	in	in	ADP
asir-31485	37	21	complex	complex	ADJ
asir-31485	37	22	ship	ship	NOUN
asir-31485	37	23	environments	environment	NOUN
asir-31485	37	24	,	,	PUNCT
asir-31485	37	25	the	the	DET
asir-31485	37	26	applicability	applicability	NOUN
asir-31485	37	27	and	and	CCONJ
asir-31485	37	28	accuracy	accuracy	NOUN
asir-31485	37	29	of	of	ADP
asir-31485	37	30	these	these	DET
asir-31485	37	31	methods	method	NOUN
asir-31485	37	32	still	still	ADV
asir-31485	37	33	need	need	VERB
asir-31485	37	34	to	to	PART
asir-31485	37	35	be	be	AUX
asir-31485	37	36	improved	improve	VERB
asir-31485	37	37	.	.	PUNCT
asir-31485	38	1	therefore	therefore	ADV
asir-31485	38	2	,	,	PUNCT
asir-31485	38	3	it	it	PRON
asir-31485	38	4	is	be	AUX
asir-31485	38	5	necessary	necessary	ADJ
asir-31485	38	6	to	to	PART
asir-31485	38	7	strengthen	strengthen	VERB
asir-31485	38	8	research	research	NOUN
asir-31485	38	9	work	work	NOUN
asir-31485	38	10	in	in	ADP
asir-31485	38	11	this	this	DET
asir-31485	38	12	area	area	NOUN
asir-31485	38	13	.	.	PUNCT
asir-31485	39	1	3.2	3.2	NUM
asir-31485	39	2	insufficient	insufficient	ADJ
asir-31485	39	3	evaluation	evaluation	NOUN
asir-31485	39	4	and	and	CCONJ
asir-31485	39	5	optimization	optimization	NOUN
asir-31485	39	6	of	of	ADP
asir-31485	39	7	operational	operational	ADJ
asir-31485	39	8	status	status	NOUN
asir-31485	39	9	in	in	ADP
asir-31485	39	10	the	the	DET
asir-31485	39	11	current	current	ADJ
asir-31485	39	12	research	research	NOUN
asir-31485	39	13	on	on	ADP
asir-31485	39	14	cmfd	cmfd	NOUN
asir-31485	39	15	technology	technology	NOUN
asir-31485	39	16	for	for	ADP
asir-31485	39	17	engineering	engineering	NOUN
asir-31485	39	18	ship	ship	NOUN
asir-31485	39	19	power	power	NOUN
asir-31485	39	20	machinery	machinery	NOUN
asir-31485	39	21	,	,	PUNCT
asir-31485	39	22	insufficient	insufficient	ADJ
asir-31485	39	23	evaluation	evaluation	NOUN
asir-31485	39	24	and	and	CCONJ
asir-31485	39	25	optimization	optimization	NOUN
asir-31485	39	26	of	of	ADP
asir-31485	39	27	operating	operating	NOUN
asir-31485	39	28	conditions	condition	NOUN
asir-31485	39	29	remains	remain	VERB
asir-31485	39	30	an	an	DET
asir-31485	39	31	important	important	ADJ
asir-31485	39	32	issue	issue	NOUN
asir-31485	39	33	.	.	PUNCT
asir-31485	40	1	on	on	ADP
asir-31485	40	2	the	the	DET
asir-31485	40	3	one	one	NUM
asir-31485	40	4	hand	hand	NOUN
asir-31485	40	5	,	,	PUNCT
asir-31485	40	6	the	the	DET
asir-31485	40	7	indicators	indicator	NOUN
asir-31485	40	8	and	and	CCONJ
asir-31485	40	9	methods	method	NOUN
asir-31485	40	10	for	for	ADP
asir-31485	40	11	evaluating	evaluate	VERB
asir-31485	40	12	operational	operational	ADJ
asir-31485	40	13	status	status	NOUN
asir-31485	40	14	need	need	VERB
asir-31485	40	15	to	to	PART
asir-31485	40	16	be	be	AUX
asir-31485	40	17	improved	improve	VERB
asir-31485	40	18	.	.	PUNCT
asir-31485	41	1	at	at	ADP
asir-31485	41	2	present	present	ADJ
asir-31485	41	3	,	,	PUNCT
asir-31485	41	4	the	the	DET
asir-31485	41	5	evaluation	evaluation	NOUN
asir-31485	41	6	of	of	ADP
asir-31485	41	7	operational	operational	ADJ
asir-31485	41	8	status	status	NOUN
asir-31485	41	9	mainly	mainly	ADV
asir-31485	41	10	relies	rely	VERB
asir-31485	41	11	on	on	ADP
asir-31485	41	12	real	real	ADJ
asir-31485	41	13	-	-	PUNCT
asir-31485	41	14	time	time	NOUN
asir-31485	41	15	monitoring	monitoring	NOUN
asir-31485	41	16	of	of	ADP
asir-31485	41	17	key	key	ADJ
asir-31485	41	18	parameters	parameter	NOUN
asir-31485	41	19	and	and	CCONJ
asir-31485	41	20	comparison	comparison	NOUN
asir-31485	41	21	with	with	ADP
asir-31485	41	22	reference	reference	NOUN
asir-31485	41	23	values	value	NOUN
asir-31485	41	24	to	to	PART
asir-31485	41	25	determine	determine	VERB
asir-31485	41	26	the	the	DET
asir-31485	41	27	operational	operational	ADJ
asir-31485	41	28	status	status	NOUN
asir-31485	41	29	of	of	ADP
asir-31485	41	30	mechanical	mechanical	ADJ
asir-31485	41	31	equipment	equipment	NOUN
asir-31485	41	32	.	.	PUNCT
asir-31485	42	1	however	however	ADV
asir-31485	42	2	,	,	PUNCT
asir-31485	42	3	this	this	DET
asir-31485	42	4	parameter	parameter	NOUN
asir-31485	42	5	based	base	VERB
asir-31485	42	6	evaluation	evaluation	NOUN
asir-31485	42	7	method	method	NOUN
asir-31485	42	8	can	can	AUX
asir-31485	42	9	not	not	PART
asir-31485	42	10	comprehensively	comprehensively	ADV
asir-31485	42	11	and	and	CCONJ
asir-31485	42	12	accurately	accurately	ADV
asir-31485	42	13	reflect	reflect	VERB
asir-31485	42	14	the	the	DET
asir-31485	42	15	actual	actual	ADJ
asir-31485	42	16	operational	operational	ADJ
asir-31485	42	17	status	status	NOUN
asir-31485	42	18	of	of	ADP
asir-31485	42	19	mechanical	mechanical	ADJ
asir-31485	42	20	equipment	equipment	NOUN
asir-31485	42	21	,	,	PUNCT
asir-31485	42	22	making	make	VERB
asir-31485	42	23	it	it	PRON
asir-31485	42	24	difficult	difficult	ADJ
asir-31485	42	25	to	to	PART
asir-31485	42	26	meet	meet	VERB
asir-31485	42	27	the	the	DET
asir-31485	42	28	configuration	configuration	NOUN
asir-31485	42	29	and	and	CCONJ
asir-31485	42	30	usage	usage	NOUN
asir-31485	42	31	management	management	NOUN
asir-31485	42	32	needs	need	NOUN
asir-31485	42	33	of	of	ADP
asir-31485	42	34	engineering	engineering	NOUN
asir-31485	42	35	ship	ship	NOUN
asir-31485	42	36	power	power	NOUN
asir-31485	42	37	mechanical	mechanical	ADJ
asir-31485	42	38	systems	system	NOUN
asir-31485	42	39	;	;	PUNCT
asir-31485	42	40	on	on	ADP
asir-31485	42	41	the	the	DET
asir-31485	42	42	other	other	ADJ
asir-31485	42	43	hand	hand	NOUN
asir-31485	42	44	,	,	PUNCT
asir-31485	42	45	research	research	NOUN
asir-31485	42	46	on	on	ADP
asir-31485	42	47	optimizing	optimize	VERB
asir-31485	42	48	operational	operational	ADJ
asir-31485	42	49	status	status	NOUN
asir-31485	42	50	urgently	urgently	ADV
asir-31485	42	51	needs	need	VERB
asir-31485	42	52	to	to	PART
asir-31485	42	53	be	be	AUX
asir-31485	42	54	strengthened	strengthen	VERB
asir-31485	42	55	.	.	PUNCT
asir-31485	43	1	the	the	DET
asir-31485	43	2	cmfd	cmfd	NOUN
asir-31485	43	3	technology	technology	NOUN
asir-31485	43	4	for	for	ADP
asir-31485	43	5	engineering	engineering	NOUN
asir-31485	43	6	ship	ship	NOUN
asir-31485	43	7	power	power	NOUN
asir-31485	43	8	machinery	machinery	NOUN
asir-31485	43	9	can	can	AUX
asir-31485	43	10	monitor	monitor	VERB
asir-31485	43	11	and	and	CCONJ
asir-31485	43	12	diagnose	diagnose	VERB
asir-31485	43	13	the	the	DET
asir-31485	43	14	status	status	NOUN
asir-31485	43	15	and	and	CCONJ
asir-31485	43	16	faults	fault	NOUN
asir-31485	43	17	of	of	ADP
asir-31485	43	18	mechanical	mechanical	ADJ
asir-31485	43	19	equipment	equipment	NOUN
asir-31485	43	20	in	in	ADP
asir-31485	43	21	real	real	ADJ
asir-31485	43	22	time	time	NOUN
asir-31485	43	23	,	,	PUNCT
asir-31485	43	24	thus	thus	ADV
asir-31485	43	25	providing	provide	VERB
asir-31485	43	26	a	a	DET
asir-31485	43	27	foundation	foundation	NOUN
asir-31485	43	28	for	for	ADP
asir-31485	43	29	optimizing	optimize	VERB
asir-31485	43	30	system	system	NOUN
asir-31485	43	31	operation	operation	NOUN
asir-31485	43	32	.	.	PUNCT
asir-31485	44	1	at	at	ADP
asir-31485	44	2	present	present	ADJ
asir-31485	44	3	,	,	PUNCT
asir-31485	44	4	there	there	PRON
asir-31485	44	5	is	be	VERB
asir-31485	44	6	relatively	relatively	ADV
asir-31485	44	7	little	little	ADJ
asir-31485	44	8	research	research	NOUN
asir-31485	44	9	on	on	ADP
asir-31485	44	10	the	the	DET
asir-31485	44	11	optimization	optimization	NOUN
asir-31485	44	12	of	of	ADP
asir-31485	44	13	the	the	DET
asir-31485	44	14	operational	operational	ADJ
asir-31485	44	15	status	status	NOUN
asir-31485	44	16	of	of	ADP
asir-31485	44	17	ship	ship	NOUN
asir-31485	44	18	power	power	NOUN
asir-31485	44	19	machinery	machinery	NOUN
asir-31485	44	20	systems	system	NOUN
asir-31485	44	21	,	,	PUNCT
asir-31485	44	22	and	and	CCONJ
asir-31485	44	23	there	there	PRON
asir-31485	44	24	is	be	VERB
asir-31485	44	25	a	a	DET
asir-31485	44	26	lack	lack	NOUN
asir-31485	44	27	of	of	ADP
asir-31485	44	28	systematic	systematic	ADJ
asir-31485	44	29	optimization	optimization	NOUN
asir-31485	44	30	methods	method	NOUN
asir-31485	44	31	and	and	CCONJ
asir-31485	44	32	strategies	strategy	NOUN
asir-31485	44	33	.	.	PUNCT
asir-31485	45	1	this	this	PRON
asir-31485	45	2	poses	pose	VERB
asir-31485	45	3	some	some	DET
asir-31485	45	4	challenges	challenge	NOUN
asir-31485	45	5	for	for	ADP
asir-31485	45	6	the	the	DET
asir-31485	45	7	cmfd	cmfd	NOUN
asir-31485	45	8	technology	technology	NOUN
asir-31485	45	9	of	of	ADP
asir-31485	45	10	engineering	engineering	NOUN
asir-31485	45	11	ship	ship	NOUN
asir-31485	45	12	power	power	NOUN
asir-31485	45	13	machinery	machinery	NOUN
asir-31485	45	14	in	in	ADP
asir-31485	45	15	terms	term	NOUN
asir-31485	45	16	of	of	ADP
asir-31485	45	17	operational	operational	ADJ
asir-31485	45	18	status	status	NOUN
asir-31485	45	19	evaluation	evaluation	NOUN
asir-31485	45	20	and	and	CCONJ
asir-31485	45	21	optimization	optimization	NOUN
asir-31485	45	22	.	.	PUNCT
asir-31485	46	1	it	it	PRON
asir-31485	46	2	is	be	AUX
asir-31485	46	3	necessary	necessary	ADJ
asir-31485	46	4	to	to	PART
asir-31485	46	5	accelerate	accelerate	VERB
asir-31485	46	6	the	the	DET
asir-31485	46	7	development	development	NOUN
asir-31485	46	8	of	of	ADP
asir-31485	46	9	targeted	target	VERB
asir-31485	46	10	optimization	optimization	NOUN
asir-31485	46	11	algorithms	algorithm	NOUN
asir-31485	46	12	and	and	CCONJ
asir-31485	46	13	strategies	strategy	NOUN
asir-31485	46	14	,	,	PUNCT
asir-31485	46	15	optimize	optimize	VERB
asir-31485	46	16	the	the	DET
asir-31485	46	17	operational	operational	ADJ
asir-31485	46	18	status	status	NOUN
asir-31485	46	19	of	of	ADP
asir-31485	46	20	the	the	DET
asir-31485	46	21	system	system	NOUN
asir-31485	46	22	,	,	PUNCT
asir-31485	46	23	and	and	CCONJ
asir-31485	46	24	improve	improve	VERB
asir-31485	46	25	the	the	DET
asir-31485	46	26	safety	safety	NOUN
asir-31485	46	27	and	and	CCONJ
asir-31485	46	28	economy	economy	NOUN
asir-31485	46	29	of	of	ADP
asir-31485	46	30	the	the	DET
asir-31485	46	31	ship	ship	NOUN
asir-31485	46	32	system	system	NOUN
asir-31485	46	33	.	.	PUNCT
asir-31485	47	1	3.3	3.3	NUM
asir-31485	47	2	poor	poor	ADJ
asir-31485	47	3	effectiveness	effectiveness	NOUN
asir-31485	47	4	in	in	ADP
asir-31485	47	5	efficiency	efficiency	NOUN
asir-31485	47	6	monitoring	monitoring	NOUN
asir-31485	47	7	and	and	CCONJ
asir-31485	47	8	energy	energy	NOUN
asir-31485	47	9	conservation	conservation	NOUN
asir-31485	47	10	and	and	CCONJ
asir-31485	47	11	consumption	consumption	NOUN
asir-31485	47	12	reduction	reduction	NOUN
asir-31485	47	13	efficiency	efficiency	NOUN
asir-31485	47	14	monitoring	monitoring	NOUN
asir-31485	47	15	and	and	CCONJ
asir-31485	47	16	energy	energy	NOUN
asir-31485	47	17	conservation	conservation	NOUN
asir-31485	47	18	and	and	CCONJ
asir-31485	47	19	consumption	consumption	NOUN
asir-31485	47	20	reduction	reduction	NOUN
asir-31485	47	21	are	be	AUX
asir-31485	47	22	the	the	DET
asir-31485	47	23	two	two	NUM
asir-31485	47	24	most	most	ADV
asir-31485	47	25	concerned	concern	VERB
asir-31485	47	26	issues	issue	NOUN
asir-31485	47	27	in	in	ADP
asir-31485	47	28	the	the	DET
asir-31485	47	29	research	research	NOUN
asir-31485	47	30	and	and	CCONJ
asir-31485	47	31	application	application	NOUN
asir-31485	47	32	of	of	ADP
asir-31485	47	33	cmfd	cmfd	NOUN
asir-31485	47	34	technology	technology	NOUN
asir-31485	47	35	for	for	ADP
asir-31485	47	36	engineering	engineering	NOUN
asir-31485	47	37	ship	ship	NOUN
asir-31485	47	38	power	power	NOUN
asir-31485	47	39	machinery	machinery	NOUN
asir-31485	47	40	.	.	PUNCT
asir-31485	48	1	however	however	ADV
asir-31485	48	2	,	,	PUNCT
asir-31485	48	3	due	due	ADP
asir-31485	48	4	to	to	ADP
asir-31485	48	5	the	the	DET
asir-31485	48	6	complexity	complexity	NOUN
asir-31485	48	7	of	of	ADP
asir-31485	48	8	the	the	DET
asir-31485	48	9	configuration	configuration	NOUN
asir-31485	48	10	of	of	ADP
asir-31485	48	11	engineering	engineering	NOUN
asir-31485	48	12	ship	ship	NOUN
asir-31485	48	13	power	power	NOUN
asir-31485	48	14	machinery	machinery	NOUN
asir-31485	48	15	systems	system	NOUN
asir-31485	48	16	and	and	CCONJ
asir-31485	48	17	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31485	48	18	applied	apply	VERB
asir-31485	48	19	science	science	NOUN
asir-31485	48	20	and	and	CCONJ
asir-31485	48	21	innovative	innovative	ADJ
asir-31485	48	22	research	research	NOUN
asir-31485	48	23	vol	vol	NOUN
asir-31485	48	24	.	.	PUNCT
asir-31485	49	1	7	7	NUM
asir-31485	49	2	,	,	PUNCT
asir-31485	49	3	no	no	INTJ
asir-31485	49	4	.	.	NOUN
asir-31485	49	5	3	3	NUM
asir-31485	49	6	,	,	PUNCT
asir-31485	49	7	2023	2023	NUM
asir-31485	49	8	65	65	NUM
asir-31485	49	9	published	publish	VERB
asir-31485	49	10	by	by	ADP
asir-31485	49	11	scholink	scholink	PROPN
asir-31485	49	12	inc	inc	PROPN
asir-31485	49	13	.	.	PUNCT
asir-31485	50	1	the	the	DET
asir-31485	50	2	uncertainty	uncertainty	NOUN
asir-31485	50	3	of	of	ADP
asir-31485	50	4	operating	operating	NOUN
asir-31485	50	5	conditions	condition	NOUN
asir-31485	50	6	,	,	PUNCT
asir-31485	50	7	the	the	DET
asir-31485	50	8	energy	energy	NOUN
asir-31485	50	9	-	-	PUNCT
asir-31485	50	10	saving	save	VERB
asir-31485	50	11	and	and	CCONJ
asir-31485	50	12	consumption	consumption	NOUN
asir-31485	50	13	reduction	reduction	NOUN
asir-31485	50	14	effects	effect	NOUN
asir-31485	50	15	of	of	ADP
asir-31485	50	16	engineering	engineering	NOUN
asir-31485	50	17	ship	ship	NOUN
asir-31485	50	18	power	power	NOUN
asir-31485	50	19	machinery	machinery	NOUN
asir-31485	50	20	are	be	AUX
asir-31485	50	21	not	not	PART
asir-31485	50	22	satisfactory	satisfactory	ADJ
asir-31485	50	23	.	.	PUNCT
asir-31485	51	1	on	on	ADP
asir-31485	51	2	the	the	DET
asir-31485	51	3	one	one	NUM
asir-31485	51	4	hand	hand	NOUN
asir-31485	51	5	,	,	PUNCT
asir-31485	51	6	the	the	DET
asir-31485	51	7	current	current	ADJ
asir-31485	51	8	cmfd	cmfd	NOUN
asir-31485	51	9	technology	technology	NOUN
asir-31485	51	10	has	have	VERB
asir-31485	51	11	some	some	DET
asir-31485	51	12	limitations	limitation	NOUN
asir-31485	51	13	in	in	ADP
asir-31485	51	14	the	the	DET
asir-31485	51	15	performance	performance	NOUN
asir-31485	51	16	monitoring	monitoring	NOUN
asir-31485	51	17	of	of	ADP
asir-31485	51	18	engineering	engineering	NOUN
asir-31485	51	19	ship	ship	NOUN
asir-31485	51	20	power	power	NOUN
asir-31485	51	21	mechanical	mechanical	ADJ
asir-31485	51	22	systems	system	NOUN
asir-31485	51	23	.	.	PUNCT
asir-31485	52	1	although	although	SCONJ
asir-31485	52	2	the	the	DET
asir-31485	52	3	efficiency	efficiency	NOUN
asir-31485	52	4	of	of	ADP
asir-31485	52	5	mechanical	mechanical	ADJ
asir-31485	52	6	systems	system	NOUN
asir-31485	52	7	can	can	AUX
asir-31485	52	8	be	be	AUX
asir-31485	52	9	evaluated	evaluate	VERB
asir-31485	52	10	by	by	ADP
asir-31485	52	11	monitoring	monitor	VERB
asir-31485	52	12	key	key	ADJ
asir-31485	52	13	parameters	parameter	NOUN
asir-31485	52	14	,	,	PUNCT
asir-31485	52	15	for	for	ADP
asir-31485	52	16	complex	complex	ADJ
asir-31485	52	17	ship	ship	NOUN
asir-31485	52	18	power	power	NOUN
asir-31485	52	19	mechanical	mechanical	ADJ
asir-31485	52	20	systems	system	NOUN
asir-31485	52	21	such	such	ADJ
asir-31485	52	22	as	as	ADP
asir-31485	52	23	multivariable	multivariable	ADJ
asir-31485	52	24	and	and	CCONJ
asir-31485	52	25	multimodal	multimodal	NOUN
asir-31485	52	26	systems	system	NOUN
asir-31485	52	27	,	,	PUNCT
asir-31485	52	28	relying	rely	VERB
asir-31485	52	29	solely	solely	ADV
asir-31485	52	30	on	on	ADP
asir-31485	52	31	parameter	parameter	NOUN
asir-31485	52	32	monitoring	monitoring	NOUN
asir-31485	52	33	can	can	AUX
asir-31485	52	34	not	not	PART
asir-31485	52	35	comprehensively	comprehensively	ADV
asir-31485	52	36	and	and	CCONJ
asir-31485	52	37	accurately	accurately	ADV
asir-31485	52	38	evaluate	evaluate	VERB
asir-31485	52	39	the	the	DET
asir-31485	52	40	energy	energy	NOUN
asir-31485	52	41	efficiency	efficiency	NOUN
asir-31485	52	42	status	status	NOUN
asir-31485	52	43	of	of	ADP
asir-31485	52	44	the	the	DET
asir-31485	52	45	system	system	NOUN
asir-31485	52	46	;	;	PUNCT
asir-31485	52	47	on	on	ADP
asir-31485	52	48	the	the	DET
asir-31485	52	49	other	other	ADJ
asir-31485	52	50	hand	hand	NOUN
asir-31485	52	51	,	,	PUNCT
asir-31485	52	52	although	although	SCONJ
asir-31485	52	53	cmfd	cmfd	NOUN
asir-31485	52	54	technology	technology	NOUN
asir-31485	52	55	can	can	AUX
asir-31485	52	56	monitor	monitor	VERB
asir-31485	52	57	the	the	DET
asir-31485	52	58	operating	operate	VERB
asir-31485	52	59	status	status	NOUN
asir-31485	52	60	of	of	ADP
asir-31485	52	61	power	power	NOUN
asir-31485	52	62	machinery	machinery	NOUN
asir-31485	52	63	in	in	ADP
asir-31485	52	64	real	real	ADJ
asir-31485	52	65	-	-	PUNCT
asir-31485	52	66	time	time	NOUN
asir-31485	52	67	and	and	CCONJ
asir-31485	52	68	provide	provide	VERB
asir-31485	52	69	energy	energy	NOUN
asir-31485	52	70	-	-	PUNCT
asir-31485	52	71	saving	save	VERB
asir-31485	52	72	suggestions	suggestion	NOUN
asir-31485	52	73	through	through	ADP
asir-31485	52	74	fault	fault	NOUN
asir-31485	52	75	diagnosis	diagnosis	NOUN
asir-31485	52	76	and	and	CCONJ
asir-31485	52	77	optimization	optimization	NOUN
asir-31485	52	78	algorithms	algorithm	NOUN
asir-31485	52	79	,	,	PUNCT
asir-31485	52	80	the	the	DET
asir-31485	52	81	current	current	ADJ
asir-31485	52	82	energy	energy	NOUN
asir-31485	52	83	-	-	PUNCT
asir-31485	52	84	saving	save	VERB
asir-31485	52	85	and	and	CCONJ
asir-31485	52	86	consumption	consumption	NOUN
asir-31485	52	87	reduction	reduction	NOUN
asir-31485	52	88	effect	effect	NOUN
asir-31485	52	89	is	be	AUX
asir-31485	52	90	not	not	PART
asir-31485	52	91	significant	significant	ADJ
asir-31485	52	92	enough	enough	ADV
asir-31485	52	93	.	.	PUNCT
asir-31485	53	1	this	this	PRON
asir-31485	53	2	is	be	AUX
asir-31485	53	3	mainly	mainly	ADV
asir-31485	53	4	because	because	SCONJ
asir-31485	53	5	existing	exist	VERB
asir-31485	53	6	energy	energy	NOUN
asir-31485	53	7	-	-	PUNCT
asir-31485	53	8	saving	save	VERB
asir-31485	53	9	optimization	optimization	NOUN
asir-31485	53	10	methods	method	NOUN
asir-31485	53	11	focus	focus	VERB
asir-31485	53	12	on	on	ADP
asir-31485	53	13	the	the	DET
asir-31485	53	14	energy	energy	NOUN
asir-31485	53	15	-	-	PUNCT
asir-31485	53	16	saving	save	VERB
asir-31485	53	17	details	detail	NOUN
asir-31485	53	18	of	of	ADP
asir-31485	53	19	a	a	DET
asir-31485	53	20	single	single	ADJ
asir-31485	53	21	device	device	NOUN
asir-31485	53	22	,	,	PUNCT
asir-31485	53	23	lacking	lack	VERB
asir-31485	53	24	global	global	ADJ
asir-31485	53	25	optimization	optimization	NOUN
asir-31485	53	26	and	and	CCONJ
asir-31485	53	27	collaborative	collaborative	ADJ
asir-31485	53	28	control	control	NOUN
asir-31485	53	29	of	of	ADP
asir-31485	53	30	the	the	DET
asir-31485	53	31	entire	entire	ADJ
asir-31485	53	32	system	system	NOUN
asir-31485	53	33	,	,	PUNCT
asir-31485	53	34	resulting	result	VERB
asir-31485	53	35	in	in	ADP
asir-31485	53	36	significant	significant	ADJ
asir-31485	53	37	energy	energy	NOUN
asir-31485	53	38	waste	waste	NOUN
asir-31485	53	39	and	and	CCONJ
asir-31485	53	40	high	high	ADJ
asir-31485	53	41	energy	energy	NOUN
asir-31485	53	42	consumption	consumption	NOUN
asir-31485	53	43	,	,	PUNCT
asir-31485	53	44	making	make	VERB
asir-31485	53	45	it	it	PRON
asir-31485	53	46	difficult	difficult	ADJ
asir-31485	53	47	to	to	PART
asir-31485	53	48	meet	meet	VERB
asir-31485	53	49	the	the	DET
asir-31485	53	50	efficient	efficient	ADJ
asir-31485	53	51	and	and	CCONJ
asir-31485	53	52	low	low	ADJ
asir-31485	53	53	consumption	consumption	NOUN
asir-31485	53	54	operation	operation	NOUN
asir-31485	53	55	needs	need	NOUN
asir-31485	53	56	of	of	ADP
asir-31485	53	57	modern	modern	ADJ
asir-31485	53	58	ships	ship	NOUN
asir-31485	53	59	.	.	PUNCT
asir-31485	54	1	3.4	3.4	NUM
asir-31485	54	2	insufficient	insufficient	ADJ
asir-31485	54	3	intelligence	intelligence	NOUN
asir-31485	54	4	in	in	ADP
asir-31485	54	5	monitoring	monitoring	NOUN
asir-31485	54	6	and	and	CCONJ
asir-31485	54	7	early	early	ADJ
asir-31485	54	8	warning	warning	NOUN
asir-31485	54	9	functions	function	NOUN
asir-31485	54	10	the	the	DET
asir-31485	54	11	current	current	ADJ
asir-31485	54	12	situation	situation	NOUN
asir-31485	54	13	of	of	ADP
asir-31485	54	14	cmfd	cmfd	NOUN
asir-31485	54	15	technology	technology	NOUN
asir-31485	54	16	for	for	ADP
asir-31485	54	17	engineering	engineering	NOUN
asir-31485	54	18	ship	ship	NOUN
asir-31485	54	19	power	power	NOUN
asir-31485	54	20	machinery	machinery	NOUN
asir-31485	54	21	is	be	AUX
asir-31485	54	22	that	that	SCONJ
asir-31485	54	23	the	the	DET
asir-31485	54	24	monitoring	monitoring	NOUN
asir-31485	54	25	and	and	CCONJ
asir-31485	54	26	warning	warning	NOUN
asir-31485	54	27	functions	function	NOUN
asir-31485	54	28	are	be	AUX
asir-31485	54	29	not	not	PART
asir-31485	54	30	intelligent	intelligent	ADJ
asir-31485	54	31	enough	enough	ADV
asir-31485	54	32	to	to	PART
asir-31485	54	33	detect	detect	VERB
asir-31485	54	34	abnormal	abnormal	ADJ
asir-31485	54	35	phenomena	phenomenon	NOUN
asir-31485	54	36	during	during	ADP
asir-31485	54	37	the	the	DET
asir-31485	54	38	operation	operation	NOUN
asir-31485	54	39	of	of	ADP
asir-31485	54	40	the	the	DET
asir-31485	54	41	power	power	NOUN
asir-31485	54	42	machinery	machinery	NOUN
asir-31485	54	43	in	in	ADP
asir-31485	54	44	a	a	DET
asir-31485	54	45	timely	timely	ADJ
asir-31485	54	46	manner	manner	NOUN
asir-31485	54	47	.	.	PUNCT
asir-31485	55	1	the	the	DET
asir-31485	55	2	reason	reason	NOUN
asir-31485	55	3	for	for	ADP
asir-31485	55	4	this	this	PRON
asir-31485	55	5	is	be	AUX
asir-31485	55	6	that	that	SCONJ
asir-31485	55	7	,	,	PUNCT
asir-31485	55	8	on	on	ADP
asir-31485	55	9	the	the	DET
asir-31485	55	10	one	one	NUM
asir-31485	55	11	hand	hand	NOUN
asir-31485	55	12	,	,	PUNCT
asir-31485	55	13	the	the	DET
asir-31485	55	14	intelligence	intelligence	NOUN
asir-31485	55	15	level	level	NOUN
asir-31485	55	16	of	of	ADP
asir-31485	55	17	monitoring	monitoring	NOUN
asir-31485	55	18	functions	function	NOUN
asir-31485	55	19	is	be	AUX
asir-31485	55	20	limited	limit	VERB
asir-31485	55	21	.	.	PUNCT
asir-31485	56	1	the	the	DET
asir-31485	56	2	current	current	ADJ
asir-31485	56	3	cmfd	cmfd	NOUN
asir-31485	56	4	technology	technology	NOUN
asir-31485	56	5	usually	usually	ADV
asir-31485	56	6	relies	rely	VERB
asir-31485	56	7	on	on	ADP
asir-31485	56	8	set	set	VERB
asir-31485	56	9	thresholds	threshold	NOUN
asir-31485	56	10	to	to	PART
asir-31485	56	11	trigger	trigger	VERB
asir-31485	56	12	alarms	alarm	NOUN
asir-31485	56	13	or	or	CCONJ
asir-31485	56	14	alarms	alarm	NOUN
asir-31485	56	15	in	in	ADP
asir-31485	56	16	the	the	DET
asir-31485	56	17	monitoring	monitoring	NOUN
asir-31485	56	18	of	of	ADP
asir-31485	56	19	ship	ship	NOUN
asir-31485	56	20	power	power	NOUN
asir-31485	56	21	mechanical	mechanical	ADJ
asir-31485	56	22	systems	system	NOUN
asir-31485	56	23	.	.	PUNCT
asir-31485	57	1	however	however	ADV
asir-31485	57	2	,	,	PUNCT
asir-31485	57	3	this	this	DET
asir-31485	57	4	static	static	ADJ
asir-31485	57	5	threshold	threshold	NOUN
asir-31485	57	6	setting	setting	NOUN
asir-31485	57	7	can	can	AUX
asir-31485	57	8	not	not	PART
asir-31485	57	9	adapt	adapt	VERB
asir-31485	57	10	to	to	ADP
asir-31485	57	11	dynamic	dynamic	ADJ
asir-31485	57	12	changes	change	NOUN
asir-31485	57	13	in	in	ADP
asir-31485	57	14	different	different	ADJ
asir-31485	57	15	operating	operating	NOUN
asir-31485	57	16	states	state	NOUN
asir-31485	57	17	,	,	PUNCT
asir-31485	57	18	nor	nor	CCONJ
asir-31485	57	19	can	can	AUX
asir-31485	57	20	it	it	PRON
asir-31485	57	21	determine	determine	VERB
asir-31485	57	22	whether	whether	SCONJ
asir-31485	57	23	the	the	DET
asir-31485	57	24	fault	fault	NOUN
asir-31485	57	25	is	be	AUX
asir-31485	57	26	a	a	DET
asir-31485	57	27	natural	natural	ADJ
asir-31485	57	28	fluctuation	fluctuation	NOUN
asir-31485	57	29	of	of	ADP
asir-31485	57	30	system	system	NOUN
asir-31485	57	31	operation	operation	NOUN
asir-31485	57	32	,	,	PUNCT
asir-31485	57	33	which	which	PRON
asir-31485	57	34	can	can	AUX
asir-31485	57	35	easily	easily	ADV
asir-31485	57	36	lead	lead	VERB
asir-31485	57	37	to	to	ADP
asir-31485	57	38	certain	certain	ADJ
asir-31485	57	39	false	false	ADJ
asir-31485	57	40	alarms	alarm	NOUN
asir-31485	57	41	or	or	CCONJ
asir-31485	57	42	missed	miss	VERB
asir-31485	57	43	alarms	alarm	NOUN
asir-31485	57	44	;	;	PUNCT
asir-31485	57	45	on	on	ADP
asir-31485	57	46	the	the	DET
asir-31485	57	47	other	other	ADJ
asir-31485	57	48	hand	hand	NOUN
asir-31485	57	49	,	,	PUNCT
asir-31485	57	50	current	current	ADJ
asir-31485	57	51	cmfd	cmfd	NOUN
asir-31485	57	52	technology	technology	NOUN
asir-31485	57	53	usually	usually	ADV
asir-31485	57	54	establishes	establish	VERB
asir-31485	57	55	static	static	ADJ
asir-31485	57	56	warning	warning	NOUN
asir-31485	57	57	rules	rule	NOUN
asir-31485	57	58	based	base	VERB
asir-31485	57	59	on	on	ADP
asir-31485	57	60	historical	historical	ADJ
asir-31485	57	61	data	datum	NOUN
asir-31485	57	62	and	and	CCONJ
asir-31485	57	63	models	model	NOUN
asir-31485	57	64	in	in	ADP
asir-31485	57	65	fault	fault	NOUN
asir-31485	57	66	warning	warn	VERB
asir-31485	57	67	.	.	PUNCT
asir-31485	58	1	due	due	ADP
asir-31485	58	2	to	to	ADP
asir-31485	58	3	the	the	DET
asir-31485	58	4	complexity	complexity	NOUN
asir-31485	58	5	and	and	CCONJ
asir-31485	58	6	variability	variability	NOUN
asir-31485	58	7	of	of	ADP
asir-31485	58	8	ship	ship	NOUN
asir-31485	58	9	power	power	NOUN
asir-31485	58	10	mechanical	mechanical	ADJ
asir-31485	58	11	systems	system	NOUN
asir-31485	58	12	,	,	PUNCT
asir-31485	58	13	warning	warning	NOUN
asir-31485	58	14	systems	system	NOUN
asir-31485	58	15	based	base	VERB
asir-31485	58	16	solely	solely	ADV
asir-31485	58	17	on	on	ADP
asir-31485	58	18	static	static	ADJ
asir-31485	58	19	models	model	NOUN
asir-31485	58	20	are	be	AUX
asir-31485	58	21	difficult	difficult	ADJ
asir-31485	58	22	to	to	PART
asir-31485	58	23	meet	meet	VERB
asir-31485	58	24	practical	practical	ADJ
asir-31485	58	25	application	application	NOUN
asir-31485	58	26	needs	need	NOUN
asir-31485	58	27	,	,	PUNCT
asir-31485	58	28	and	and	CCONJ
asir-31485	58	29	can	can	AUX
asir-31485	58	30	not	not	PART
asir-31485	58	31	ensure	ensure	VERB
asir-31485	58	32	timely	timely	ADJ
asir-31485	58	33	detection	detection	NOUN
asir-31485	58	34	of	of	ADP
asir-31485	58	35	potential	potential	ADJ
asir-31485	58	36	faults	fault	NOUN
asir-31485	58	37	and	and	CCONJ
asir-31485	58	38	abnormal	abnormal	ADJ
asir-31485	58	39	situations	situation	NOUN
asir-31485	58	40	,	,	PUNCT
asir-31485	58	41	resulting	result	VERB
asir-31485	58	42	in	in	ADP
asir-31485	58	43	significant	significant	ADJ
asir-31485	58	44	deviations	deviation	NOUN
asir-31485	58	45	or	or	CCONJ
asir-31485	58	46	even	even	ADV
asir-31485	58	47	errors	error	NOUN
asir-31485	58	48	in	in	ADP
asir-31485	58	49	warning	warning	NOUN
asir-31485	58	50	results	result	NOUN
asir-31485	58	51	,	,	PUNCT
asir-31485	58	52	thereby	thereby	ADV
asir-31485	58	53	reducing	reduce	VERB
asir-31485	58	54	the	the	DET
asir-31485	58	55	safety	safety	NOUN
asir-31485	58	56	and	and	CCONJ
asir-31485	58	57	reliability	reliability	NOUN
asir-31485	58	58	of	of	ADP
asir-31485	58	59	the	the	DET
asir-31485	58	60	entire	entire	ADJ
asir-31485	58	61	ship	ship	NOUN
asir-31485	58	62	power	power	NOUN
asir-31485	58	63	system	system	NOUN
asir-31485	58	64	.	.	PUNCT
asir-31485	59	1	4	4	X
asir-31485	59	2	.	.	X
asir-31485	59	3	development	development	NOUN
asir-31485	59	4	trends	trend	NOUN
asir-31485	59	5	and	and	CCONJ
asir-31485	59	6	research	research	NOUN
asir-31485	59	7	hotspots	hotspot	NOUN
asir-31485	59	8	of	of	ADP
asir-31485	59	9	cmfd	cmfd	NOUN
asir-31485	59	10	technology	technology	NOUN
asir-31485	59	11	for	for	ADP
asir-31485	59	12	engineering	engineering	NOUN
asir-31485	59	13	ship	ship	NOUN
asir-31485	59	14	power	power	NOUN
asir-31485	59	15	machinery	machinery	NOUN
asir-31485	59	16	4.1	4.1	NUM
asir-31485	59	17	data	data	NOUN
asir-31485	59	18	-	-	PUNCT
asir-31485	59	19	driven	drive	VERB
asir-31485	59	20	fault	fault	NOUN
asir-31485	59	21	detection	detection	NOUN
asir-31485	59	22	and	and	CCONJ
asir-31485	59	23	diagnosis	diagnosis	NOUN
asir-31485	59	24	with	with	ADP
asir-31485	59	25	the	the	DET
asir-31485	59	26	complexity	complexity	NOUN
asir-31485	59	27	of	of	ADP
asir-31485	59	28	ship	ship	NOUN
asir-31485	59	29	power	power	NOUN
asir-31485	59	30	mechanical	mechanical	ADJ
asir-31485	59	31	systems	system	NOUN
asir-31485	59	32	and	and	CCONJ
asir-31485	59	33	the	the	DET
asir-31485	59	34	improvement	improvement	NOUN
asir-31485	59	35	of	of	ADP
asir-31485	59	36	data	datum	NOUN
asir-31485	59	37	acquisition	acquisition	NOUN
asir-31485	59	38	capabilities	capability	NOUN
asir-31485	59	39	,	,	PUNCT
asir-31485	59	40	traditional	traditional	ADJ
asir-31485	59	41	rule	rule	NOUN
asir-31485	59	42	-	-	PUNCT
asir-31485	59	43	based	base	VERB
asir-31485	59	44	and	and	CCONJ
asir-31485	59	45	experiential	experiential	ADJ
asir-31485	59	46	fault	fault	NOUN
asir-31485	59	47	detection	detection	NOUN
asir-31485	59	48	and	and	CCONJ
asir-31485	59	49	diagnosis	diagnosis	NOUN
asir-31485	59	50	methods	method	NOUN
asir-31485	59	51	are	be	AUX
asir-31485	59	52	no	no	ADV
asir-31485	59	53	longer	long	ADV
asir-31485	59	54	able	able	ADJ
asir-31485	59	55	to	to	PART
asir-31485	59	56	meet	meet	VERB
asir-31485	59	57	the	the	DET
asir-31485	59	58	requirements	requirement	NOUN
asir-31485	59	59	.	.	PUNCT
asir-31485	60	1	data	datum	NOUN
asir-31485	60	2	driven	drive	VERB
asir-31485	60	3	fault	fault	NOUN
asir-31485	60	4	detection	detection	NOUN
asir-31485	60	5	and	and	CCONJ
asir-31485	60	6	diagnosis	diagnosis	NOUN
asir-31485	60	7	utilizes	utilizes	ADJ
asir-31485	60	8	technologies	technology	NOUN
asir-31485	60	9	such	such	ADJ
asir-31485	60	10	as	as	ADP
asir-31485	60	11	big	big	ADJ
asir-31485	60	12	data	datum	NOUN
asir-31485	60	13	,	,	PUNCT
asir-31485	60	14	machine	machine	NOUN
asir-31485	60	15	learning	learning	NOUN
asir-31485	60	16	,	,	PUNCT
asir-31485	60	17	and	and	CCONJ
asir-31485	60	18	data	datum	NOUN
asir-31485	60	19	mining	mining	NOUN
asir-31485	60	20	to	to	PART
asir-31485	60	21	automatically	automatically	ADV
asir-31485	60	22	learn	learn	VERB
asir-31485	60	23	features	feature	NOUN
asir-31485	60	24	and	and	CCONJ
asir-31485	60	25	patterns	pattern	NOUN
asir-31485	60	26	from	from	ADP
asir-31485	60	27	complex	complex	ADJ
asir-31485	60	28	operational	operational	ADJ
asir-31485	60	29	data	datum	NOUN
asir-31485	60	30	,	,	PUNCT
asir-31485	60	31	and	and	CCONJ
asir-31485	60	32	perform	perform	VERB
asir-31485	60	33	fault	fault	NOUN
asir-31485	60	34	detection	detection	NOUN
asir-31485	60	35	and	and	CCONJ
asir-31485	60	36	diagnosis	diagnosis	NOUN
asir-31485	60	37	of	of	ADP
asir-31485	60	38	power	power	NOUN
asir-31485	60	39	mechanical	mechanical	ADJ
asir-31485	60	40	systems	system	NOUN
asir-31485	60	41	based	base	VERB
asir-31485	60	42	on	on	ADP
asir-31485	60	43	models	model	NOUN
asir-31485	60	44	.	.	PUNCT
asir-31485	61	1	among	among	ADP
asir-31485	61	2	them	they	PRON
asir-31485	61	3	,	,	PUNCT
asir-31485	61	4	fault	fault	VERB
asir-31485	61	5	feature	feature	NOUN
asir-31485	61	6	extraction	extraction	NOUN
asir-31485	61	7	and	and	CCONJ
asir-31485	61	8	pattern	pattern	NOUN
asir-31485	61	9	recognition	recognition	NOUN
asir-31485	61	10	are	be	AUX
asir-31485	61	11	research	research	NOUN
asir-31485	61	12	hotspots	hotspot	NOUN
asir-31485	61	13	in	in	ADP
asir-31485	61	14	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31485	61	15	applied	apply	VERB
asir-31485	61	16	science	science	NOUN
asir-31485	61	17	and	and	CCONJ
asir-31485	61	18	innovative	innovative	ADJ
asir-31485	61	19	research	research	NOUN
asir-31485	61	20	vol	vol	NOUN
asir-31485	61	21	.	.	PUNCT
asir-31485	62	1	7	7	NUM
asir-31485	62	2	,	,	PUNCT
asir-31485	62	3	no	no	INTJ
asir-31485	62	4	.	.	NOUN
asir-31485	62	5	3	3	NUM
asir-31485	62	6	,	,	PUNCT
asir-31485	62	7	2023	2023	NUM
asir-31485	62	8	66	66	NUM
asir-31485	62	9	published	publish	VERB
asir-31485	62	10	by	by	ADP
asir-31485	62	11	scholink	scholink	PROPN
asir-31485	62	12	inc	inc	PROPN
asir-31485	62	13	.	.	PROPN
asir-31485	62	14	data	data	NOUN
asir-31485	62	15	-	-	PUNCT
asir-31485	62	16	driven	drive	VERB
asir-31485	62	17	fault	fault	NOUN
asir-31485	62	18	detection	detection	NOUN
asir-31485	62	19	and	and	CCONJ
asir-31485	62	20	diagnosis	diagnosis	NOUN
asir-31485	62	21	.	.	PUNCT
asir-31485	63	1	by	by	ADP
asir-31485	63	2	extracting	extract	VERB
asir-31485	63	3	features	feature	NOUN
asir-31485	63	4	from	from	ADP
asir-31485	63	5	a	a	DET
asir-31485	63	6	large	large	ADJ
asir-31485	63	7	amount	amount	NOUN
asir-31485	63	8	of	of	ADP
asir-31485	63	9	operational	operational	ADJ
asir-31485	63	10	data	datum	NOUN
asir-31485	63	11	,	,	PUNCT
asir-31485	63	12	feature	feature	NOUN
asir-31485	63	13	indicators	indicator	NOUN
asir-31485	63	14	for	for	ADP
asir-31485	63	15	different	different	ADJ
asir-31485	63	16	fault	fault	NOUN
asir-31485	63	17	modes	mode	NOUN
asir-31485	63	18	and	and	CCONJ
asir-31485	63	19	abnormal	abnormal	ADJ
asir-31485	63	20	situations	situation	NOUN
asir-31485	63	21	can	can	AUX
asir-31485	63	22	be	be	AUX
asir-31485	63	23	identified	identify	VERB
asir-31485	63	24	for	for	ADP
asir-31485	63	25	subsequent	subsequent	ADJ
asir-31485	63	26	fault	fault	NOUN
asir-31485	63	27	detection	detection	NOUN
asir-31485	63	28	and	and	CCONJ
asir-31485	63	29	diagnosis	diagnosis	NOUN
asir-31485	63	30	.	.	PUNCT
asir-31485	64	1	at	at	ADP
asir-31485	64	2	the	the	DET
asir-31485	64	3	same	same	ADJ
asir-31485	64	4	time	time	NOUN
asir-31485	64	5	,	,	PUNCT
asir-31485	64	6	using	use	VERB
asir-31485	64	7	machine	machine	NOUN
asir-31485	64	8	learning	learning	NOUN
asir-31485	64	9	and	and	CCONJ
asir-31485	64	10	pattern	pattern	NOUN
asir-31485	64	11	recognition	recognition	NOUN
asir-31485	64	12	algorithms	algorithm	NOUN
asir-31485	64	13	,	,	PUNCT
asir-31485	64	14	a	a	DET
asir-31485	64	15	large	large	ADJ
asir-31485	64	16	amount	amount	NOUN
asir-31485	64	17	of	of	ADP
asir-31485	64	18	feature	feature	NOUN
asir-31485	64	19	data	datum	NOUN
asir-31485	64	20	can	can	AUX
asir-31485	64	21	be	be	AUX
asir-31485	64	22	analyzed	analyze	VERB
asir-31485	64	23	and	and	CCONJ
asir-31485	64	24	modeled	model	VERB
asir-31485	64	25	to	to	PART
asir-31485	64	26	achieve	achieve	VERB
asir-31485	64	27	automatic	automatic	ADJ
asir-31485	64	28	recognition	recognition	NOUN
asir-31485	64	29	and	and	CCONJ
asir-31485	64	30	classification	classification	NOUN
asir-31485	64	31	of	of	ADP
asir-31485	64	32	different	different	ADJ
asir-31485	64	33	fault	fault	NOUN
asir-31485	64	34	modes	mode	NOUN
asir-31485	64	35	.	.	PUNCT
asir-31485	65	1	the	the	DET
asir-31485	65	2	research	research	NOUN
asir-31485	65	3	on	on	ADP
asir-31485	65	4	fault	fault	NOUN
asir-31485	65	5	feature	feature	NOUN
asir-31485	65	6	extraction	extraction	NOUN
asir-31485	65	7	and	and	CCONJ
asir-31485	65	8	pattern	pattern	NOUN
asir-31485	65	9	recognition	recognition	NOUN
asir-31485	65	10	provides	provide	VERB
asir-31485	65	11	important	important	ADJ
asir-31485	65	12	support	support	NOUN
asir-31485	65	13	for	for	ADP
asir-31485	65	14	data	data	NOUN
asir-31485	65	15	-	-	PUNCT
asir-31485	65	16	driven	drive	VERB
asir-31485	65	17	fault	fault	NOUN
asir-31485	65	18	detection	detection	NOUN
asir-31485	65	19	and	and	CCONJ
asir-31485	65	20	diagnosis	diagnosis	NOUN
asir-31485	65	21	,	,	PUNCT
asir-31485	65	22	helping	help	VERB
asir-31485	65	23	to	to	PART
asir-31485	65	24	more	more	ADV
asir-31485	65	25	accurately	accurately	ADV
asir-31485	65	26	diagnose	diagnose	VERB
asir-31485	65	27	faults	fault	NOUN
asir-31485	65	28	and	and	CCONJ
asir-31485	65	29	predict	predict	VERB
asir-31485	65	30	potential	potential	ADJ
asir-31485	65	31	faults	fault	NOUN
asir-31485	65	32	,	,	PUNCT
asir-31485	65	33	and	and	CCONJ
asir-31485	65	34	improving	improve	VERB
asir-31485	65	35	the	the	DET
asir-31485	65	36	accuracy	accuracy	NOUN
asir-31485	65	37	and	and	CCONJ
asir-31485	65	38	efficiency	efficiency	NOUN
asir-31485	65	39	of	of	ADP
asir-31485	65	40	system	system	NOUN
asir-31485	65	41	fault	fault	NOUN
asir-31485	65	42	detection	detection	NOUN
asir-31485	65	43	and	and	CCONJ
asir-31485	65	44	diagnosis	diagnosis	NOUN
asir-31485	65	45	[	[	X
asir-31485	65	46	3	3	NUM
asir-31485	65	47	]	]	PUNCT
asir-31485	65	48	.	.	PUNCT
asir-31485	66	1	4.2	4.2	NUM
asir-31485	66	2	intelligent	intelligent	ADJ
asir-31485	66	3	operation	operation	NOUN
asir-31485	66	4	status	status	NOUN
asir-31485	66	5	evaluation	evaluation	NOUN
asir-31485	66	6	and	and	CCONJ
asir-31485	66	7	optimization	optimization	NOUN
asir-31485	66	8	one	one	NUM
asir-31485	66	9	of	of	ADP
asir-31485	66	10	the	the	DET
asir-31485	66	11	development	development	NOUN
asir-31485	66	12	trends	trend	NOUN
asir-31485	66	13	and	and	CCONJ
asir-31485	66	14	research	research	NOUN
asir-31485	66	15	hotspots	hotspot	NOUN
asir-31485	66	16	of	of	ADP
asir-31485	66	17	cmfd	cmfd	NOUN
asir-31485	66	18	technology	technology	NOUN
asir-31485	66	19	for	for	ADP
asir-31485	66	20	engineering	engineering	NOUN
asir-31485	66	21	ship	ship	NOUN
asir-31485	66	22	power	power	NOUN
asir-31485	66	23	machinery	machinery	NOUN
asir-31485	66	24	is	be	AUX
asir-31485	66	25	intelligent	intelligent	ADJ
asir-31485	66	26	operation	operation	NOUN
asir-31485	66	27	status	status	NOUN
asir-31485	66	28	evaluation	evaluation	NOUN
asir-31485	66	29	and	and	CCONJ
asir-31485	66	30	optimization	optimization	NOUN
asir-31485	66	31	.	.	PUNCT
asir-31485	67	1	traditional	traditional	ADJ
asir-31485	67	2	operational	operational	ADJ
asir-31485	67	3	status	status	NOUN
asir-31485	67	4	evaluation	evaluation	NOUN
asir-31485	67	5	mainly	mainly	ADV
asir-31485	67	6	relies	rely	VERB
asir-31485	67	7	on	on	ADP
asir-31485	67	8	parameter	parameter	NOUN
asir-31485	67	9	monitoring	monitoring	NOUN
asir-31485	67	10	and	and	CCONJ
asir-31485	67	11	rule	rule	NOUN
asir-31485	67	12	setting	setting	NOUN
asir-31485	67	13	,	,	PUNCT
asir-31485	67	14	often	often	ADV
asir-31485	67	15	unable	unable	ADJ
asir-31485	67	16	to	to	PART
asir-31485	67	17	comprehensively	comprehensively	ADV
asir-31485	67	18	and	and	CCONJ
asir-31485	67	19	accurately	accurately	ADV
asir-31485	67	20	reflect	reflect	VERB
asir-31485	67	21	the	the	DET
asir-31485	67	22	actual	actual	ADJ
asir-31485	67	23	operational	operational	ADJ
asir-31485	67	24	status	status	NOUN
asir-31485	67	25	of	of	ADP
asir-31485	67	26	mechanical	mechanical	ADJ
asir-31485	67	27	equipment	equipment	NOUN
asir-31485	67	28	.	.	PUNCT
asir-31485	68	1	the	the	DET
asir-31485	68	2	future	future	ADJ
asir-31485	68	3	development	development	NOUN
asir-31485	68	4	trend	trend	NOUN
asir-31485	68	5	is	be	AUX
asir-31485	68	6	to	to	PART
asir-31485	68	7	introduce	introduce	VERB
asir-31485	68	8	advanced	advanced	ADJ
asir-31485	68	9	technologies	technology	NOUN
asir-31485	68	10	such	such	ADJ
asir-31485	68	11	as	as	ADP
asir-31485	68	12	machine	machine	NOUN
asir-31485	68	13	learning	learning	NOUN
asir-31485	68	14	.	.	PUNCT
asir-31485	69	1	by	by	ADP
asir-31485	69	2	collecting	collect	VERB
asir-31485	69	3	a	a	DET
asir-31485	69	4	large	large	ADJ
asir-31485	69	5	amount	amount	NOUN
asir-31485	69	6	of	of	ADP
asir-31485	69	7	real	real	ADJ
asir-31485	69	8	-	-	PUNCT
asir-31485	69	9	time	time	NOUN
asir-31485	69	10	monitoring	monitoring	NOUN
asir-31485	69	11	data	datum	NOUN
asir-31485	69	12	and	and	CCONJ
asir-31485	69	13	analyzing	analyze	VERB
asir-31485	69	14	it	it	PRON
asir-31485	69	15	,	,	PUNCT
asir-31485	69	16	intelligent	intelligent	ADJ
asir-31485	69	17	algorithms	algorithm	NOUN
asir-31485	69	18	can	can	AUX
asir-31485	69	19	learn	learn	VERB
asir-31485	69	20	the	the	DET
asir-31485	69	21	operating	operating	NOUN
asir-31485	69	22	characteristics	characteristic	NOUN
asir-31485	69	23	and	and	CCONJ
asir-31485	69	24	modes	mode	NOUN
asir-31485	69	25	of	of	ADP
asir-31485	69	26	power	power	NOUN
asir-31485	69	27	machinery	machinery	NOUN
asir-31485	69	28	equipment	equipment	NOUN
asir-31485	69	29	,	,	PUNCT
asir-31485	69	30	and	and	CCONJ
asir-31485	69	31	conduct	conduct	VERB
asir-31485	69	32	real	real	ADJ
asir-31485	69	33	-	-	PUNCT
asir-31485	69	34	time	time	NOUN
asir-31485	69	35	and	and	CCONJ
asir-31485	69	36	accurate	accurate	ADJ
asir-31485	69	37	operation	operation	NOUN
asir-31485	69	38	status	status	NOUN
asir-31485	69	39	evaluation	evaluation	NOUN
asir-31485	69	40	.	.	PUNCT
asir-31485	70	1	this	this	PRON
asir-31485	70	2	will	will	AUX
asir-31485	70	3	enable	enable	VERB
asir-31485	70	4	ship	ship	NOUN
asir-31485	70	5	managers	manager	NOUN
asir-31485	70	6	to	to	PART
asir-31485	70	7	better	well	ADV
asir-31485	70	8	understand	understand	VERB
asir-31485	70	9	the	the	DET
asir-31485	70	10	health	health	NOUN
asir-31485	70	11	status	status	NOUN
asir-31485	70	12	of	of	ADP
asir-31485	70	13	equipment	equipment	NOUN
asir-31485	70	14	,	,	PUNCT
asir-31485	70	15	provide	provide	VERB
asir-31485	70	16	early	early	ADJ
asir-31485	70	17	warning	warning	NOUN
asir-31485	70	18	of	of	ADP
asir-31485	70	19	potential	potential	ADJ
asir-31485	70	20	faults	fault	NOUN
asir-31485	70	21	,	,	PUNCT
asir-31485	70	22	and	and	CCONJ
asir-31485	70	23	take	take	VERB
asir-31485	70	24	corresponding	corresponding	ADJ
asir-31485	70	25	maintenance	maintenance	NOUN
asir-31485	70	26	measures	measure	NOUN
asir-31485	70	27	.	.	PUNCT
asir-31485	71	1	at	at	ADP
asir-31485	71	2	the	the	DET
asir-31485	71	3	same	same	ADJ
asir-31485	71	4	time	time	NOUN
asir-31485	71	5	,	,	PUNCT
asir-31485	71	6	intelligent	intelligent	ADJ
asir-31485	71	7	operation	operation	NOUN
asir-31485	71	8	state	state	NOUN
asir-31485	71	9	optimization	optimization	NOUN
asir-31485	71	10	will	will	AUX
asir-31485	71	11	focus	focus	VERB
asir-31485	71	12	on	on	ADP
asir-31485	71	13	system	system	NOUN
asir-31485	71	14	level	level	NOUN
asir-31485	71	15	optimization	optimization	NOUN
asir-31485	71	16	,	,	PUNCT
asir-31485	71	17	combining	combine	VERB
asir-31485	71	18	machine	machine	NOUN
asir-31485	71	19	learning	learning	NOUN
asir-31485	71	20	and	and	CCONJ
asir-31485	71	21	optimization	optimization	NOUN
asir-31485	71	22	algorithms	algorithm	NOUN
asir-31485	71	23	to	to	PART
asir-31485	71	24	achieve	achieve	VERB
asir-31485	71	25	intelligent	intelligent	ADJ
asir-31485	71	26	control	control	NOUN
asir-31485	71	27	and	and	CCONJ
asir-31485	71	28	optimization	optimization	NOUN
asir-31485	71	29	of	of	ADP
asir-31485	71	30	power	power	NOUN
asir-31485	71	31	mechanical	mechanical	ADJ
asir-31485	71	32	systems	system	NOUN
asir-31485	71	33	.	.	PUNCT
asir-31485	72	1	by	by	ADP
asir-31485	72	2	analyzing	analyze	VERB
asir-31485	72	3	real	real	ADJ
asir-31485	72	4	-	-	PUNCT
asir-31485	72	5	time	time	NOUN
asir-31485	72	6	monitoring	monitoring	NOUN
asir-31485	72	7	data	datum	NOUN
asir-31485	72	8	and	and	CCONJ
asir-31485	72	9	predicting	predicting	NOUN
asir-31485	72	10	models	model	NOUN
asir-31485	72	11	,	,	PUNCT
asir-31485	72	12	equipment	equipment	NOUN
asir-31485	72	13	operating	operate	VERB
asir-31485	72	14	parameters	parameter	NOUN
asir-31485	72	15	can	can	AUX
asir-31485	72	16	be	be	AUX
asir-31485	72	17	adjusted	adjust	VERB
asir-31485	72	18	in	in	ADP
asir-31485	72	19	real	real	ADJ
asir-31485	72	20	-	-	PUNCT
asir-31485	72	21	time	time	NOUN
asir-31485	72	22	to	to	PART
asir-31485	72	23	maximize	maximize	VERB
asir-31485	72	24	the	the	DET
asir-31485	72	25	reliability	reliability	NOUN
asir-31485	72	26	and	and	CCONJ
asir-31485	72	27	safety	safety	NOUN
asir-31485	72	28	of	of	ADP
asir-31485	72	29	power	power	NOUN
asir-31485	72	30	system	system	NOUN
asir-31485	72	31	operation	operation	NOUN
asir-31485	72	32	,	,	PUNCT
asir-31485	72	33	optimize	optimize	VERB
asir-31485	72	34	ship	ship	NOUN
asir-31485	72	35	navigation	navigation	NOUN
asir-31485	72	36	performance	performance	NOUN
asir-31485	72	37	,	,	PUNCT
asir-31485	72	38	and	and	CCONJ
asir-31485	72	39	contribute	contribute	VERB
asir-31485	72	40	to	to	ADP
asir-31485	72	41	the	the	DET
asir-31485	72	42	sustainable	sustainable	ADJ
asir-31485	72	43	development	development	NOUN
asir-31485	72	44	of	of	ADP
asir-31485	72	45	the	the	DET
asir-31485	72	46	shipbuilding	shipbuilding	NOUN
asir-31485	72	47	industry	industry	NOUN
asir-31485	72	48	.	.	PUNCT
asir-31485	73	1	4.3	4.3	NUM
asir-31485	73	2	comprehensive	comprehensive	ADJ
asir-31485	73	3	innovation	innovation	NOUN
asir-31485	73	4	in	in	ADP
asir-31485	73	5	energy	energy	NOUN
asir-31485	73	6	management	management	NOUN
asir-31485	73	7	and	and	CCONJ
asir-31485	73	8	energy	energy	NOUN
asir-31485	73	9	conservation	conservation	NOUN
asir-31485	73	10	and	and	CCONJ
asir-31485	73	11	consumption	consumption	NOUN
asir-31485	73	12	reduction	reduction	NOUN
asir-31485	73	13	in	in	ADP
asir-31485	73	14	the	the	DET
asir-31485	73	15	development	development	NOUN
asir-31485	73	16	trend	trend	NOUN
asir-31485	73	17	and	and	CCONJ
asir-31485	73	18	research	research	NOUN
asir-31485	73	19	of	of	ADP
asir-31485	73	20	cmfd	cmfd	NOUN
asir-31485	73	21	technology	technology	NOUN
asir-31485	73	22	for	for	ADP
asir-31485	73	23	engineering	engineering	NOUN
asir-31485	73	24	ship	ship	NOUN
asir-31485	73	25	power	power	NOUN
asir-31485	73	26	machinery	machinery	NOUN
asir-31485	73	27	,	,	PUNCT
asir-31485	73	28	the	the	DET
asir-31485	73	29	comprehensive	comprehensive	ADJ
asir-31485	73	30	innovation	innovation	NOUN
asir-31485	73	31	of	of	ADP
asir-31485	73	32	energy	energy	NOUN
asir-31485	73	33	management	management	NOUN
asir-31485	73	34	and	and	CCONJ
asir-31485	73	35	energy	energy	NOUN
asir-31485	73	36	conservation	conservation	NOUN
asir-31485	73	37	is	be	AUX
asir-31485	73	38	an	an	DET
asir-31485	73	39	important	important	ADJ
asir-31485	73	40	direction	direction	NOUN
asir-31485	73	41	for	for	ADP
asir-31485	73	42	future	future	ADJ
asir-31485	73	43	research	research	NOUN
asir-31485	73	44	and	and	CCONJ
asir-31485	73	45	development	development	NOUN
asir-31485	73	46	of	of	ADP
asir-31485	73	47	power	power	NOUN
asir-31485	73	48	propulsion	propulsion	NOUN
asir-31485	73	49	technology	technology	NOUN
asir-31485	73	50	.	.	PUNCT
asir-31485	74	1	firstly	firstly	ADV
asir-31485	74	2	,	,	PUNCT
asir-31485	74	3	the	the	DET
asir-31485	74	4	research	research	NOUN
asir-31485	74	5	and	and	CCONJ
asir-31485	74	6	application	application	NOUN
asir-31485	74	7	of	of	ADP
asir-31485	74	8	a	a	DET
asir-31485	74	9	comprehensive	comprehensive	ADJ
asir-31485	74	10	energy	energy	NOUN
asir-31485	74	11	management	management	NOUN
asir-31485	74	12	system	system	NOUN
asir-31485	74	13	.	.	PUNCT
asir-31485	75	1	the	the	DET
asir-31485	75	2	comprehensive	comprehensive	ADJ
asir-31485	75	3	energy	energy	NOUN
asir-31485	75	4	management	management	NOUN
asir-31485	75	5	system	system	NOUN
asir-31485	75	6	integrates	integrate	VERB
asir-31485	75	7	various	various	ADJ
asir-31485	75	8	energy	energy	NOUN
asir-31485	75	9	sources	source	NOUN
asir-31485	75	10	,	,	PUNCT
asir-31485	75	11	including	include	VERB
asir-31485	75	12	traditional	traditional	ADJ
asir-31485	75	13	and	and	CCONJ
asir-31485	75	14	new	new	ADJ
asir-31485	75	15	energy	energy	NOUN
asir-31485	75	16	sources	source	NOUN
asir-31485	75	17	such	such	ADJ
asir-31485	75	18	as	as	ADP
asir-31485	75	19	fuel	fuel	NOUN
asir-31485	75	20	,	,	PUNCT
asir-31485	75	21	natural	natural	ADJ
asir-31485	75	22	gas	gas	NOUN
asir-31485	75	23	,	,	PUNCT
asir-31485	75	24	and	and	CCONJ
asir-31485	75	25	electricity	electricity	NOUN
asir-31485	75	26	,	,	PUNCT
asir-31485	75	27	by	by	ADP
asir-31485	75	28	comprehensively	comprehensively	ADV
asir-31485	75	29	considering	consider	VERB
asir-31485	75	30	the	the	DET
asir-31485	75	31	supply	supply	NOUN
asir-31485	75	32	,	,	PUNCT
asir-31485	75	33	consumption	consumption	NOUN
asir-31485	75	34	,	,	PUNCT
asir-31485	75	35	and	and	CCONJ
asir-31485	75	36	utilization	utilization	NOUN
asir-31485	75	37	of	of	ADP
asir-31485	75	38	different	different	ADJ
asir-31485	75	39	energy	energy	NOUN
asir-31485	75	40	sources	source	NOUN
asir-31485	75	41	.	.	PUNCT
asir-31485	76	1	through	through	ADP
asir-31485	76	2	intelligent	intelligent	ADJ
asir-31485	76	3	control	control	NOUN
asir-31485	76	4	and	and	CCONJ
asir-31485	76	5	optimization	optimization	NOUN
asir-31485	76	6	algorithms	algorithm	NOUN
asir-31485	76	7	,	,	PUNCT
asir-31485	76	8	it	it	PRON
asir-31485	76	9	achieves	achieve	VERB
asir-31485	76	10	efficient	efficient	ADJ
asir-31485	76	11	energy	energy	NOUN
asir-31485	76	12	utilization	utilization	NOUN
asir-31485	76	13	and	and	CCONJ
asir-31485	76	14	collaborative	collaborative	ADJ
asir-31485	76	15	work	work	NOUN
asir-31485	76	16	.	.	PUNCT
asir-31485	77	1	in	in	ADP
asir-31485	77	2	addition	addition	NOUN
asir-31485	77	3	,	,	PUNCT
asir-31485	77	4	intelligent	intelligent	ADJ
asir-31485	77	5	energy	energy	NOUN
asir-31485	77	6	-	-	PUNCT
asir-31485	77	7	saving	save	VERB
asir-31485	77	8	technology	technology	NOUN
asir-31485	77	9	in	in	ADP
asir-31485	77	10	the	the	DET
asir-31485	77	11	field	field	NOUN
asir-31485	77	12	of	of	ADP
asir-31485	77	13	ship	ship	NOUN
asir-31485	77	14	power	power	NOUN
asir-31485	77	15	machinery	machinery	NOUN
asir-31485	77	16	cmfd	cmfd	PROPN
asir-31485	77	17	automatically	automatically	ADV
asir-31485	77	18	identifies	identify	VERB
asir-31485	77	19	energy	energy	NOUN
asir-31485	77	20	-	-	PUNCT
asir-31485	77	21	saving	save	VERB
asir-31485	77	22	potential	potential	NOUN
asir-31485	77	23	through	through	ADP
asir-31485	77	24	real	real	ADJ
asir-31485	77	25	-	-	PUNCT
asir-31485	77	26	time	time	NOUN
asir-31485	77	27	monitoring	monitoring	NOUN
asir-31485	77	28	and	and	CCONJ
asir-31485	77	29	analysis	analysis	NOUN
asir-31485	77	30	of	of	ADP
asir-31485	77	31	environmental	environmental	ADJ
asir-31485	77	32	and	and	CCONJ
asir-31485	77	33	equipment	equipment	NOUN
asir-31485	77	34	operation	operation	NOUN
asir-31485	77	35	data	datum	NOUN
asir-31485	77	36	,	,	PUNCT
asir-31485	77	37	and	and	CCONJ
asir-31485	77	38	proposes	propose	VERB
asir-31485	77	39	corresponding	correspond	VERB
asir-31485	77	40	optimization	optimization	NOUN
asir-31485	77	41	measures	measure	NOUN
asir-31485	77	42	.	.	PUNCT
asir-31485	78	1	for	for	ADP
asir-31485	78	2	example	example	NOUN
asir-31485	78	3	,	,	PUNCT
asir-31485	78	4	intelligent	intelligent	ADJ
asir-31485	78	5	energy	energy	NOUN
asir-31485	78	6	-	-	PUNCT
asir-31485	78	7	saving	save	VERB
asir-31485	78	8	technology	technology	NOUN
asir-31485	78	9	can	can	AUX
asir-31485	78	10	improve	improve	VERB
asir-31485	78	11	the	the	DET
asir-31485	78	12	energy	energy	NOUN
asir-31485	78	13	efficiency	efficiency	NOUN
asir-31485	78	14	of	of	ADP
asir-31485	78	15	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-31485	78	16	applied	apply	VERB
asir-31485	78	17	science	science	NOUN
asir-31485	78	18	and	and	CCONJ
asir-31485	78	19	innovative	innovative	ADJ
asir-31485	78	20	research	research	NOUN
asir-31485	78	21	vol	vol	NOUN
asir-31485	78	22	.	.	PUNCT
asir-31485	79	1	7	7	NUM
asir-31485	79	2	,	,	PUNCT
asir-31485	79	3	no	no	INTJ
asir-31485	79	4	.	.	NOUN
asir-31485	79	5	3	3	NUM
asir-31485	79	6	,	,	PUNCT
asir-31485	79	7	2023	2023	NUM
asir-31485	79	8	67	67	NUM
asir-31485	79	9	published	publish	VERB
asir-31485	79	10	by	by	ADP
asir-31485	79	11	scholink	scholink	PROPN
asir-31485	79	12	inc	inc	PROPN
asir-31485	79	13	.	.	PROPN
asir-31485	79	14	power	power	PROPN
asir-31485	79	15	mechanical	mechanical	ADJ
asir-31485	79	16	systems	system	NOUN
asir-31485	79	17	and	and	CCONJ
asir-31485	79	18	effectively	effectively	ADV
asir-31485	79	19	reduce	reduce	VERB
asir-31485	79	20	operating	operating	NOUN
asir-31485	79	21	costs	cost	NOUN
asir-31485	79	22	by	by	ADP
asir-31485	79	23	optimizing	optimize	VERB
asir-31485	79	24	equipment	equipment	NOUN
asir-31485	79	25	operating	operating	NOUN
asir-31485	79	26	parameters	parameter	NOUN
asir-31485	79	27	,	,	PUNCT
asir-31485	79	28	adjusting	adjust	VERB
asir-31485	79	29	the	the	DET
asir-31485	79	30	matching	matching	NOUN
asir-31485	79	31	and	and	CCONJ
asir-31485	79	32	coordination	coordination	NOUN
asir-31485	79	33	of	of	ADP
asir-31485	79	34	power	power	NOUN
asir-31485	79	35	systems	system	NOUN
asir-31485	79	36	.	.	PUNCT
asir-31485	80	1	in	in	ADP
asir-31485	80	2	addition	addition	NOUN
asir-31485	80	3	,	,	PUNCT
asir-31485	80	4	intelligent	intelligent	ADJ
asir-31485	80	5	energy	energy	NOUN
asir-31485	80	6	-	-	PUNCT
asir-31485	80	7	saving	save	VERB
asir-31485	80	8	technology	technology	NOUN
asir-31485	80	9	can	can	AUX
asir-31485	80	10	also	also	ADV
asir-31485	80	11	be	be	AUX
asir-31485	80	12	applied	apply	VERB
asir-31485	80	13	to	to	PART
asir-31485	80	14	optimize	optimize	VERB
asir-31485	80	15	and	and	CCONJ
asir-31485	80	16	manage	manage	VERB
asir-31485	80	17	the	the	DET
asir-31485	80	18	energy	energy	NOUN
asir-31485	80	19	supply	supply	NOUN
asir-31485	80	20	chain	chain	NOUN
asir-31485	80	21	,	,	PUNCT
asir-31485	80	22	achieve	achieve	VERB
asir-31485	80	23	dynamic	dynamic	ADJ
asir-31485	80	24	matching	matching	NOUN
asir-31485	80	25	between	between	ADP
asir-31485	80	26	supply	supply	NOUN
asir-31485	80	27	and	and	CCONJ
asir-31485	80	28	demand	demand	NOUN
asir-31485	80	29	,	,	PUNCT
asir-31485	80	30	reduce	reduce	VERB
asir-31485	80	31	energy	energy	NOUN
asir-31485	80	32	waste	waste	NOUN
asir-31485	80	33	and	and	CCONJ
asir-31485	80	34	losses	loss	NOUN
asir-31485	80	35	,	,	PUNCT
asir-31485	80	36	and	and	CCONJ
asir-31485	80	37	help	help	VERB
asir-31485	80	38	improve	improve	VERB
asir-31485	80	39	ship	ship	NOUN
asir-31485	80	40	energy	energy	NOUN
asir-31485	80	41	efficiency	efficiency	NOUN
asir-31485	80	42	and	and	CCONJ
asir-31485	80	43	navigation	navigation	NOUN
asir-31485	80	44	economy	economy	NOUN
asir-31485	80	45	.	.	PUNCT
asir-31485	81	1	4.4	4.4	NUM
asir-31485	81	2	intelligent	intelligent	ADJ
asir-31485	81	3	monitoring	monitoring	NOUN
asir-31485	81	4	and	and	CCONJ
asir-31485	81	5	early	early	ADJ
asir-31485	81	6	warning	warning	NOUN
asir-31485	81	7	based	base	VERB
asir-31485	81	8	on	on	ADP
asir-31485	81	9	artificial	artificial	ADJ
asir-31485	81	10	intelligence	intelligence	NOUN
asir-31485	81	11	intelligent	intelligent	ADJ
asir-31485	81	12	monitoring	monitoring	NOUN
asir-31485	81	13	and	and	CCONJ
asir-31485	81	14	early	early	ADJ
asir-31485	81	15	warning	warning	NOUN
asir-31485	81	16	based	base	VERB
asir-31485	81	17	on	on	ADP
asir-31485	81	18	artificial	artificial	ADJ
asir-31485	81	19	intelligence	intelligence	NOUN
asir-31485	81	20	is	be	AUX
asir-31485	81	21	currently	currently	ADV
asir-31485	81	22	one	one	NUM
asir-31485	81	23	of	of	ADP
asir-31485	81	24	the	the	DET
asir-31485	81	25	development	development	NOUN
asir-31485	81	26	trends	trend	NOUN
asir-31485	81	27	and	and	CCONJ
asir-31485	81	28	research	research	NOUN
asir-31485	81	29	hotspots	hotspot	NOUN
asir-31485	81	30	of	of	ADP
asir-31485	81	31	cmfd	cmfd	NOUN
asir-31485	81	32	technology	technology	NOUN
asir-31485	81	33	for	for	ADP
asir-31485	81	34	engineering	engineering	NOUN
asir-31485	81	35	ship	ship	NOUN
asir-31485	81	36	power	power	NOUN
asir-31485	81	37	machinery	machinery	NOUN
asir-31485	81	38	.	.	PUNCT
asir-31485	82	1	traditional	traditional	ADJ
asir-31485	82	2	monitoring	monitoring	NOUN
asir-31485	82	3	devices	device	NOUN
asir-31485	82	4	mainly	mainly	ADV
asir-31485	82	5	rely	rely	VERB
asir-31485	82	6	on	on	ADP
asir-31485	82	7	set	set	VERB
asir-31485	82	8	thresholds	threshold	NOUN
asir-31485	82	9	to	to	PART
asir-31485	82	10	trigger	trigger	VERB
asir-31485	82	11	alarms	alarm	NOUN
asir-31485	82	12	or	or	CCONJ
asir-31485	82	13	alarms	alarm	NOUN
asir-31485	82	14	,	,	PUNCT
asir-31485	82	15	which	which	PRON
asir-31485	82	16	are	be	AUX
asir-31485	82	17	difficult	difficult	ADJ
asir-31485	82	18	to	to	PART
asir-31485	82	19	adapt	adapt	VERB
asir-31485	82	20	to	to	ADP
asir-31485	82	21	dynamic	dynamic	ADJ
asir-31485	82	22	changes	change	NOUN
asir-31485	82	23	in	in	ADP
asir-31485	82	24	different	different	ADJ
asir-31485	82	25	operating	operating	NOUN
asir-31485	82	26	states	state	NOUN
asir-31485	82	27	and	and	CCONJ
asir-31485	82	28	can	can	AUX
asir-31485	82	29	easily	easily	ADV
asir-31485	82	30	cause	cause	VERB
asir-31485	82	31	false	false	ADJ
asir-31485	82	32	alarms	alarm	NOUN
asir-31485	82	33	or	or	CCONJ
asir-31485	82	34	missed	miss	VERB
asir-31485	82	35	alarms	alarm	NOUN
asir-31485	82	36	.	.	PUNCT
asir-31485	83	1	and	and	CCONJ
asir-31485	83	2	intelligent	intelligent	ADJ
asir-31485	83	3	monitoring	monitoring	NOUN
asir-31485	83	4	based	base	VERB
asir-31485	83	5	on	on	ADP
asir-31485	83	6	artificial	artificial	ADJ
asir-31485	83	7	intelligence	intelligence	NOUN
asir-31485	83	8	technology	technology	NOUN
asir-31485	83	9	can	can	AUX
asir-31485	83	10	continuously	continuously	ADV
asir-31485	83	11	optimize	optimize	VERB
asir-31485	83	12	monitoring	monitoring	NOUN
asir-31485	83	13	strategies	strategy	NOUN
asir-31485	83	14	through	through	ADP
asir-31485	83	15	machine	machine	NOUN
asir-31485	83	16	learning	learning	NOUN
asir-31485	83	17	and	and	CCONJ
asir-31485	83	18	deep	deep	ADJ
asir-31485	83	19	learning	learning	NOUN
asir-31485	83	20	algorithms	algorithm	NOUN
asir-31485	83	21	based	base	VERB
asir-31485	83	22	on	on	ADP
asir-31485	83	23	real	real	ADJ
asir-31485	83	24	-	-	PUNCT
asir-31485	83	25	time	time	NOUN
asir-31485	83	26	monitoring	monitoring	NOUN
asir-31485	83	27	data	datum	NOUN
asir-31485	83	28	and	and	CCONJ
asir-31485	83	29	historical	historical	ADJ
asir-31485	83	30	data	datum	NOUN
asir-31485	83	31	,	,	PUNCT
asir-31485	83	32	through	through	ADP
asir-31485	83	33	automatic	automatic	ADJ
asir-31485	83	34	learning	learning	NOUN
asir-31485	83	35	and	and	CCONJ
asir-31485	83	36	adaptive	adaptive	ADJ
asir-31485	83	37	adjustment	adjustment	NOUN
asir-31485	83	38	.	.	PUNCT
asir-31485	84	1	this	this	PRON
asir-31485	84	2	can	can	AUX
asir-31485	84	3	achieve	achieve	VERB
asir-31485	84	4	accurate	accurate	ADJ
asir-31485	84	5	and	and	CCONJ
asir-31485	84	6	real	real	ADJ
asir-31485	84	7	-	-	PUNCT
asir-31485	84	8	time	time	NOUN
asir-31485	84	9	perception	perception	NOUN
asir-31485	84	10	of	of	ADP
asir-31485	84	11	the	the	DET
asir-31485	84	12	state	state	NOUN
asir-31485	84	13	changes	change	NOUN
asir-31485	84	14	of	of	ADP
asir-31485	84	15	the	the	DET
asir-31485	84	16	power	power	NOUN
asir-31485	84	17	mechanical	mechanical	ADJ
asir-31485	84	18	system	system	NOUN
asir-31485	84	19	,	,	PUNCT
asir-31485	84	20	and	and	CCONJ
asir-31485	84	21	improve	improve	VERB
asir-31485	84	22	the	the	DET
asir-31485	84	23	intelligent	intelligent	ADJ
asir-31485	84	24	level	level	NOUN
asir-31485	84	25	of	of	ADP
asir-31485	84	26	monitoring	monitoring	NOUN
asir-31485	84	27	functions	function	NOUN
asir-31485	84	28	.	.	PUNCT
asir-31485	85	1	in	in	ADP
asir-31485	85	2	addition	addition	NOUN
asir-31485	85	3	,	,	PUNCT
asir-31485	85	4	the	the	DET
asir-31485	85	5	intelligent	intelligent	ADJ
asir-31485	85	6	warning	warning	NOUN
asir-31485	85	7	of	of	ADP
asir-31485	85	8	artificial	artificial	ADJ
asir-31485	85	9	intelligence	intelligence	NOUN
asir-31485	85	10	technology	technology	NOUN
asir-31485	85	11	can	can	AUX
asir-31485	85	12	utilize	utilize	VERB
asir-31485	85	13	real	real	ADJ
asir-31485	85	14	-	-	PUNCT
asir-31485	85	15	time	time	NOUN
asir-31485	85	16	monitoring	monitoring	NOUN
asir-31485	85	17	data	datum	NOUN
asir-31485	85	18	and	and	CCONJ
asir-31485	85	19	machine	machine	NOUN
asir-31485	85	20	learning	learn	VERB
asir-31485	85	21	technology	technology	NOUN
asir-31485	85	22	to	to	PART
asir-31485	85	23	establish	establish	VERB
asir-31485	85	24	dynamic	dynamic	ADJ
asir-31485	85	25	warning	warning	NOUN
asir-31485	85	26	models	model	NOUN
asir-31485	85	27	.	.	PUNCT
asir-31485	86	1	through	through	ADP
asir-31485	86	2	real	real	ADJ
asir-31485	86	3	-	-	PUNCT
asir-31485	86	4	time	time	NOUN
asir-31485	86	5	analysis	analysis	NOUN
asir-31485	86	6	and	and	CCONJ
asir-31485	86	7	pattern	pattern	NOUN
asir-31485	86	8	recognition	recognition	NOUN
asir-31485	86	9	,	,	PUNCT
asir-31485	86	10	potential	potential	ADJ
asir-31485	86	11	faults	fault	NOUN
asir-31485	86	12	can	can	AUX
asir-31485	86	13	be	be	AUX
asir-31485	86	14	predicted	predict	VERB
asir-31485	86	15	in	in	ADP
asir-31485	86	16	real	real	ADJ
asir-31485	86	17	time	time	NOUN
asir-31485	86	18	and	and	CCONJ
asir-31485	86	19	accurately	accurately	ADV
asir-31485	86	20	,	,	PUNCT
asir-31485	86	21	and	and	CCONJ
asir-31485	86	22	warning	warning	NOUN
asir-31485	86	23	signals	signal	NOUN
asir-31485	86	24	can	can	AUX
asir-31485	86	25	be	be	AUX
asir-31485	86	26	sent	send	VERB
asir-31485	86	27	.	.	PUNCT
asir-31485	87	1	an	an	DET
asir-31485	87	2	intelligent	intelligent	ADJ
asir-31485	87	3	early	early	ADJ
asir-31485	87	4	warning	warning	NOUN
asir-31485	87	5	system	system	NOUN
asir-31485	87	6	can	can	AUX
asir-31485	87	7	adapt	adapt	VERB
asir-31485	87	8	to	to	ADP
asir-31485	87	9	real	real	ADJ
asir-31485	87	10	-	-	PUNCT
asir-31485	87	11	time	time	NOUN
asir-31485	87	12	perception	perception	NOUN
asir-31485	87	13	of	of	ADP
asir-31485	87	14	system	system	NOUN
asir-31485	87	15	state	state	NOUN
asir-31485	87	16	changes	change	NOUN
asir-31485	87	17	,	,	PUNCT
asir-31485	87	18	improve	improve	VERB
asir-31485	87	19	the	the	DET
asir-31485	87	20	intelligence	intelligence	NOUN
asir-31485	87	21	of	of	ADP
asir-31485	87	22	early	early	ADJ
asir-31485	87	23	warning	warning	NOUN
asir-31485	87	24	functions	function	NOUN
asir-31485	87	25	,	,	PUNCT
asir-31485	87	26	and	and	CCONJ
asir-31485	87	27	provide	provide	VERB
asir-31485	87	28	support	support	NOUN
asir-31485	87	29	for	for	ADP
asir-31485	87	30	the	the	DET
asir-31485	87	31	sustainable	sustainable	ADJ
asir-31485	87	32	development	development	NOUN
asir-31485	87	33	of	of	ADP
asir-31485	87	34	the	the	DET
asir-31485	87	35	shipbuilding	shipbuilding	NOUN
asir-31485	87	36	industry	industry	NOUN
asir-31485	87	37	.	.	PUNCT
asir-31485	88	1	5	5	X
asir-31485	88	2	.	.	X
asir-31485	88	3	epilogue	epilogue	NOUN
asir-31485	88	4	in	in	ADP
asir-31485	88	5	summary	summary	NOUN
asir-31485	88	6	,	,	PUNCT
asir-31485	88	7	the	the	DET
asir-31485	88	8	status	status	NOUN
asir-31485	88	9	monitoring	monitor	VERB
asir-31485	88	10	and	and	CCONJ
asir-31485	88	11	fault	fault	VERB
asir-31485	88	12	diagnosis	diagnosis	NOUN
asir-31485	88	13	of	of	ADP
asir-31485	88	14	power	power	NOUN
asir-31485	88	15	machinery	machinery	NOUN
asir-31485	88	16	in	in	ADP
asir-31485	88	17	engineering	engineering	NOUN
asir-31485	88	18	ships	ship	NOUN
asir-31485	88	19	are	be	AUX
asir-31485	88	20	of	of	ADP
asir-31485	88	21	great	great	ADJ
asir-31485	88	22	significance	significance	NOUN
asir-31485	88	23	in	in	ADP
asir-31485	88	24	the	the	DET
asir-31485	88	25	shipbuilding	shipbuilding	NOUN
asir-31485	88	26	industry	industry	NOUN
asir-31485	88	27	.	.	PUNCT
asir-31485	89	1	at	at	ADP
asir-31485	89	2	present	present	ADJ
asir-31485	89	3	,	,	PUNCT
asir-31485	89	4	although	although	SCONJ
asir-31485	89	5	some	some	DET
asir-31485	89	6	progress	progress	NOUN
asir-31485	89	7	has	have	AUX
asir-31485	89	8	been	be	AUX
asir-31485	89	9	made	make	VERB
asir-31485	89	10	,	,	PUNCT
asir-31485	89	11	there	there	PRON
asir-31485	89	12	are	be	VERB
asir-31485	89	13	still	still	ADV
asir-31485	89	14	some	some	DET
asir-31485	89	15	challenges	challenge	NOUN
asir-31485	89	16	and	and	CCONJ
asir-31485	89	17	room	room	NOUN
asir-31485	89	18	for	for	ADP
asir-31485	89	19	improvement	improvement	NOUN
asir-31485	89	20	.	.	PUNCT
asir-31485	90	1	traditional	traditional	ADJ
asir-31485	90	2	monitoring	monitoring	NOUN
asir-31485	90	3	methods	method	NOUN
asir-31485	90	4	and	and	CCONJ
asir-31485	90	5	early	early	ADJ
asir-31485	90	6	warning	warning	NOUN
asir-31485	90	7	systems	system	NOUN
asir-31485	90	8	generally	generally	ADV
asir-31485	90	9	suffer	suffer	VERB
asir-31485	90	10	from	from	ADP
asir-31485	90	11	insufficient	insufficient	ADJ
asir-31485	90	12	accuracy	accuracy	NOUN
asir-31485	90	13	and	and	CCONJ
asir-31485	90	14	timeliness	timeliness	NOUN
asir-31485	90	15	,	,	PUNCT
asir-31485	90	16	and	and	CCONJ
asir-31485	90	17	fault	fault	VERB
asir-31485	90	18	diagnosis	diagnosis	NOUN
asir-31485	90	19	methods	method	NOUN
asir-31485	90	20	need	need	VERB
asir-31485	90	21	to	to	PART
asir-31485	90	22	be	be	AUX
asir-31485	90	23	more	more	ADV
asir-31485	90	24	intelligent	intelligent	ADJ
asir-31485	90	25	and	and	CCONJ
asir-31485	90	26	accurate	accurate	ADJ
asir-31485	90	27	.	.	PUNCT
asir-31485	91	1	the	the	DET
asir-31485	91	2	future	future	ADJ
asir-31485	91	3	development	development	NOUN
asir-31485	91	4	direction	direction	NOUN
asir-31485	91	5	is	be	AUX
asir-31485	91	6	to	to	PART
asir-31485	91	7	introduce	introduce	VERB
asir-31485	91	8	technologies	technology	NOUN
asir-31485	91	9	such	such	ADJ
asir-31485	91	10	as	as	ADP
asir-31485	91	11	artificial	artificial	ADJ
asir-31485	91	12	intelligence	intelligence	NOUN
asir-31485	91	13	and	and	CCONJ
asir-31485	91	14	big	big	ADJ
asir-31485	91	15	data	datum	NOUN
asir-31485	91	16	analysis	analysis	NOUN
asir-31485	91	17	for	for	ADP
asir-31485	91	18	data	data	NOUN
asir-31485	91	19	-	-	PUNCT
asir-31485	91	20	driven	drive	VERB
asir-31485	91	21	fault	fault	NOUN
asir-31485	91	22	detection	detection	NOUN
asir-31485	91	23	and	and	CCONJ
asir-31485	91	24	diagnosis	diagnosis	NOUN
asir-31485	91	25	,	,	PUNCT
asir-31485	91	26	and	and	CCONJ
asir-31485	91	27	achieve	achieve	VERB
asir-31485	91	28	intelligent	intelligent	ADJ
asir-31485	91	29	operational	operational	ADJ
asir-31485	91	30	status	status	NOUN
asir-31485	91	31	evaluation	evaluation	NOUN
asir-31485	91	32	and	and	CCONJ
asir-31485	91	33	optimization	optimization	NOUN
asir-31485	91	34	.	.	PUNCT
asir-31485	92	1	in	in	ADP
asir-31485	92	2	addition	addition	NOUN
asir-31485	92	3	,	,	PUNCT
asir-31485	92	4	the	the	DET
asir-31485	92	5	application	application	NOUN
asir-31485	92	6	of	of	ADP
asir-31485	92	7	comprehensive	comprehensive	ADJ
asir-31485	92	8	energy	energy	NOUN
asir-31485	92	9	management	management	NOUN
asir-31485	92	10	and	and	CCONJ
asir-31485	92	11	intelligent	intelligent	ADJ
asir-31485	92	12	energy	energy	NOUN
asir-31485	92	13	-	-	PUNCT
asir-31485	92	14	saving	save	VERB
asir-31485	92	15	technology	technology	NOUN
asir-31485	92	16	is	be	AUX
asir-31485	92	17	also	also	ADV
asir-31485	92	18	a	a	DET
asir-31485	92	19	research	research	NOUN
asir-31485	92	20	hotspot	hotspot	NOUN
asir-31485	92	21	,	,	PUNCT
asir-31485	92	22	which	which	PRON
asir-31485	92	23	helps	help	VERB
asir-31485	92	24	to	to	PART
asir-31485	92	25	reduce	reduce	VERB
asir-31485	92	26	energy	energy	NOUN
asir-31485	92	27	consumption	consumption	NOUN
asir-31485	92	28	and	and	CCONJ
asir-31485	92	29	improve	improve	VERB
asir-31485	92	30	energy	energy	NOUN
asir-31485	92	31	efficiency	efficiency	NOUN
asir-31485	92	32	.	.	PUNCT
asir-31485	93	1	through	through	ADP
asir-31485	93	2	continuous	continuous	ADJ
asir-31485	93	3	research	research	NOUN
asir-31485	93	4	and	and	CCONJ
asir-31485	93	5	innovation	innovation	NOUN
asir-31485	93	6	,	,	PUNCT
asir-31485	93	7	the	the	DET
asir-31485	93	8	condition	condition	NOUN
asir-31485	93	9	monitoring	monitoring	NOUN
asir-31485	93	10	and	and	CCONJ
asir-31485	93	11	fault	fault	VERB
asir-31485	93	12	diagnosis	diagnosis	NOUN
asir-31485	93	13	technology	technology	NOUN
asir-31485	93	14	of	of	ADP
asir-31485	93	15	engineering	engineering	NOUN
asir-31485	93	16	ship	ship	NOUN
asir-31485	93	17	power	power	NOUN
asir-31485	93	18	machinery	machinery	NOUN
asir-31485	93	19	will	will	AUX
asir-31485	93	20	provide	provide	VERB
asir-31485	93	21	safer	safe	ADJ
asir-31485	93	22	,	,	PUNCT
asir-31485	93	23	more	more	ADV
asir-31485	93	24	reliable	reliable	ADJ
asir-31485	93	25	and	and	CCONJ
asir-31485	93	26	efficient	efficient	ADJ
asir-31485	93	27	services	service	NOUN
asir-31485	93	28	for	for	ADP
asir-31485	93	29	the	the	DET
asir-31485	93	30	shipbuilding	shipbuilding	NOUN
asir-31485	93	31	industry	industry	NOUN
asir-31485	93	32	.	.	PUNCT
asir-31485	94	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-31485	94	2	applied	apply	VERB
asir-31485	94	3	science	science	NOUN
asir-31485	94	4	and	and	CCONJ
asir-31485	94	5	innovative	innovative	ADJ
asir-31485	94	6	research	research	NOUN
asir-31485	94	7	vol	vol	NOUN
asir-31485	94	8	.	.	PUNCT
asir-31485	95	1	7	7	NUM
asir-31485	95	2	,	,	PUNCT
asir-31485	95	3	no	no	INTJ
asir-31485	95	4	.	.	NOUN
asir-31485	95	5	3	3	NUM
asir-31485	95	6	,	,	PUNCT
asir-31485	95	7	2023	2023	NUM
asir-31485	95	8	68	68	NUM
asir-31485	95	9	published	publish	VERB
asir-31485	95	10	by	by	ADP
asir-31485	95	11	scholink	scholink	PROPN
asir-31485	95	12	inc	inc	PROPN
asir-31485	95	13	.	.	PROPN
asir-31485	96	1	references	references	PROPN
asir-31485	96	2	lin	lin	PROPN
asir-31485	96	3	,	,	PUNCT
asir-31485	96	4	c.	c.	PROPN
asir-31485	96	5	,	,	PUNCT
asir-31485	96	6	chen	chen	PROPN
asir-31485	96	7	,	,	PUNCT
asir-31485	96	8	j.	j.	PROPN
asir-31485	96	9	,	,	PUNCT
asir-31485	96	10	wang	wang	PROPN
asir-31485	96	11	,	,	PUNCT
asir-31485	96	12	b.	b.	PROPN
asir-31485	96	13	,	,	PUNCT
asir-31485	96	14	et	et	PROPN
asir-31485	96	15	al	al	PROPN
asir-31485	96	16	.	.	PROPN
asir-31485	97	1	(	(	PUNCT
asir-31485	97	2	2021	2021	NUM
asir-31485	97	3	)	)	PUNCT
asir-31485	97	4	.	.	PUNCT
asir-31485	98	1	analysis	analysis	NOUN
asir-31485	98	2	of	of	ADP
asir-31485	98	3	the	the	DET
asir-31485	98	4	status	status	NOUN
asir-31485	98	5	and	and	CCONJ
asir-31485	98	6	development	development	NOUN
asir-31485	98	7	of	of	ADP
asir-31485	98	8	state	state	NOUN
asir-31485	98	9	monitoring	monitoring	NOUN
asir-31485	98	10	and	and	CCONJ
asir-31485	98	11	fault	fault	VERB
asir-31485	98	12	diagnosis	diagnosis	NOUN
asir-31485	98	13	for	for	ADP
asir-31485	98	14	power	power	NOUN
asir-31485	98	15	machinery	machinery	NOUN
asir-31485	98	16	in	in	ADP
asir-31485	98	17	engineering	engineering	NOUN
asir-31485	98	18	ships	ship	NOUN
asir-31485	98	19	.	.	PUNCT
asir-31485	99	1	china	china	PROPN
asir-31485	99	2	equipment	equipment	PROPN
asir-31485	99	3	engineering	engineering	NOUN
asir-31485	99	4	,	,	PUNCT
asir-31485	99	5	2021(22	2021(22	NUM
asir-31485	99	6	)	)	PUNCT
asir-31485	99	7	,	,	PUNCT
asir-31485	99	8	175	175	NUM
asir-31485	99	9	-	-	SYM
asir-31485	99	10	177	177	NUM
asir-31485	99	11	.	.	PUNCT
asir-31485	100	1	liu	liu	PROPN
asir-31485	100	2	,	,	PUNCT
asir-31485	100	3	z.	z.	PROPN
asir-31485	100	4	h.	h.	PROPN
asir-31485	100	5	(	(	PUNCT
asir-31485	100	6	2018	2018	NUM
asir-31485	100	7	)	)	PUNCT
asir-31485	100	8	.	.	PUNCT
asir-31485	101	1	analysis	analysis	NOUN
asir-31485	101	2	of	of	ADP
asir-31485	101	3	status	status	NOUN
asir-31485	101	4	monitoring	monitoring	NOUN
asir-31485	101	5	and	and	CCONJ
asir-31485	101	6	fault	fault	VERB
asir-31485	101	7	diagnosis	diagnosis	NOUN
asir-31485	101	8	techniques	technique	NOUN
asir-31485	101	9	for	for	ADP
asir-31485	101	10	power	power	NOUN
asir-31485	101	11	machinery	machinery	NOUN
asir-31485	101	12	of	of	ADP
asir-31485	101	13	engineering	engineering	NOUN
asir-31485	101	14	ships	ship	NOUN
asir-31485	101	15	.	.	PUNCT
asir-31485	102	1	electronic	electronic	ADJ
asir-31485	102	2	world	world	NOUN
asir-31485	102	3	,	,	PUNCT
asir-31485	102	4	2018(11	2018(11	NUM
asir-31485	102	5	)	)	PUNCT
asir-31485	102	6	,	,	PUNCT
asir-31485	102	7	206	206	NUM
asir-31485	102	8	.	.	PUNCT
asir-31485	103	1	sheng	sheng	PROPN
asir-31485	103	2	,	,	PUNCT
asir-31485	103	3	c.	c.	PROPN
asir-31485	103	4	x.	x.	PROPN
asir-31485	103	5	,	,	PUNCT
asir-31485	103	6	zhang	zhang	PROPN
asir-31485	103	7	,	,	PUNCT
asir-31485	103	8	y.	y.	PROPN
asir-31485	103	9	l.	l.	PROPN
asir-31485	103	10	,	,	PUNCT
asir-31485	103	11	&	&	CCONJ
asir-31485	103	12	yuan	yuan	PROPN
asir-31485	103	13	,	,	PUNCT
asir-31485	103	14	c.	c.	PROPN
asir-31485	103	15	q.	q.	PROPN
asir-31485	103	16	(	(	PUNCT
asir-31485	103	17	2015	2015	NUM
asir-31485	103	18	)	)	PUNCT
asir-31485	103	19	.	.	PUNCT
asir-31485	104	1	application	application	NOUN
asir-31485	104	2	of	of	ADP
asir-31485	104	3	design	design	NOUN
asir-31485	104	4	for	for	ADP
asir-31485	104	5	monitoring	monitor	VERB
asir-31485	104	6	theory	theory	NOUN
asir-31485	104	7	in	in	ADP
asir-31485	104	8	the	the	DET
asir-31485	104	9	design	design	NOUN
asir-31485	104	10	of	of	ADP
asir-31485	104	11	ship	ship	NOUN
asir-31485	104	12	power	power	NOUN
asir-31485	104	13	mechanical	mechanical	ADJ
asir-31485	104	14	systems	system	NOUN
asir-31485	104	15	.	.	PUNCT
asir-31485	105	1	ship	ship	NOUN
asir-31485	105	2	engineering	engineering	NOUN
asir-31485	105	3	,	,	PUNCT
asir-31485	105	4	37(02	37(02	NUM
asir-31485	105	5	)	)	PUNCT
asir-31485	105	6	,	,	PUNCT
asir-31485	105	7	24	24	NUM
asir-31485	105	8	-	-	SYM
asir-31485	105	9	27	27	NUM
asir-31485	105	10	+	+	NOUN
asir-31485	105	11	99	99	NUM
asir-31485	105	12	.	.	PUNCT
asir-31485	106	1	zhou	zhou	PROPN
asir-31485	106	2	,	,	PUNCT
asir-31485	106	3	j.	j.	PROPN
asir-31485	106	4	w.	w.	PROPN
asir-31485	106	5	(	(	PUNCT
asir-31485	106	6	2014	2014	NUM
asir-31485	106	7	)	)	PUNCT
asir-31485	106	8	.	.	PUNCT
asir-31485	107	1	analysis	analysis	NOUN
asir-31485	107	2	of	of	ADP
asir-31485	107	3	state	state	NOUN
asir-31485	107	4	monitoring	monitoring	NOUN
asir-31485	107	5	and	and	CCONJ
asir-31485	107	6	fault	fault	VERB
asir-31485	107	7	diagnosis	diagnosis	NOUN
asir-31485	107	8	of	of	ADP
asir-31485	107	9	marine	marine	ADJ
asir-31485	107	10	mechanical	mechanical	ADJ
asir-31485	107	11	and	and	CCONJ
asir-31485	107	12	electrical	electrical	ADJ
asir-31485	107	13	equipment	equipment	NOUN
asir-31485	107	14	.	.	PUNCT
asir-31485	108	1	equipment	equipment	NOUN
asir-31485	108	2	manufacturing	manufacturing	NOUN
asir-31485	108	3	technology	technology	NOUN
asir-31485	108	4	,	,	PUNCT
asir-31485	108	5	2014(03	2014(03	NUM
asir-31485	108	6	)	)	PUNCT
asir-31485	108	7	,	,	PUNCT
asir-31485	108	8	248	248	NUM
asir-31485	108	9	-	-	SYM
asir-31485	108	10	250	250	NUM
asir-31485	108	11	.	.	PUNCT