id	sid	tid	token	lemma	pos
easat-7445	1	1	edelweiss	edelweiss	PROPN
easat-7445	1	2	applied	apply	VERB
easat-7445	1	3	science	science	NOUN
easat-7445	1	4	and	and	CCONJ
easat-7445	1	5	technology	technology	NOUN
easat-7445	1	6	issn	issn	PROPN
easat-7445	1	7	:	:	PUNCT
easat-7445	1	8	2576	2576	NUM
easat-7445	1	9	-	-	SYM
easat-7445	1	10	8484	8484	NUM
easat-7445	1	11	vol	vol	NOUN
easat-7445	1	12	.	.	PROPN
easat-7445	2	1	9	9	NUM
easat-7445	2	2	,	,	PUNCT
easat-7445	2	3	no	no	INTJ
easat-7445	2	4	.	.	NOUN
easat-7445	2	5	5	5	NUM
easat-7445	2	6	,	,	PUNCT
easat-7445	2	7	2239	2239	NUM
easat-7445	2	8	-	-	SYM
easat-7445	2	9	2247	2247	NUM
easat-7445	2	10	2025	2025	NUM
easat-7445	2	11	publisher	publisher	NOUN
easat-7445	2	12	:	:	PUNCT
easat-7445	2	13	learning	learn	VERB
easat-7445	2	14	gate	gate	NOUN
easat-7445	2	15	doi	doi	PROPN
easat-7445	2	16	:	:	PUNCT
easat-7445	2	17	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	2	18	©	©	PROPN
easat-7445	2	19	2025	2025	NUM
easat-7445	2	20	by	by	ADP
easat-7445	2	21	the	the	DET
easat-7445	2	22	authors	author	NOUN
easat-7445	2	23	;	;	PUNCT
easat-7445	2	24	licensee	licensee	PROPN
easat-7445	2	25	learning	learning	NOUN
easat-7445	2	26	gate	gate	NOUN
easat-7445	3	1	©	©	PROPN
easat-7445	3	2	2025	2025	NUM
easat-7445	3	3	by	by	ADP
easat-7445	3	4	the	the	DET
easat-7445	3	5	authors	author	NOUN
easat-7445	3	6	;	;	PUNCT
easat-7445	3	7	licensee	licensee	PROPN
easat-7445	3	8	learning	learning	NOUN
easat-7445	3	9	gate	gate	NOUN
easat-7445	3	10	history	history	NOUN
easat-7445	3	11	:	:	PUNCT
easat-7445	3	12	received	receive	VERB
easat-7445	3	13	:	:	PUNCT
easat-7445	3	14	28	28	NUM
easat-7445	3	15	february	february	NOUN
easat-7445	3	16	2025	2025	NUM
easat-7445	3	17	;	;	PUNCT
easat-7445	3	18	revised	revise	VERB
easat-7445	3	19	:	:	PUNCT
easat-7445	3	20	2	2	NUM
easat-7445	3	21	may	may	PROPN
easat-7445	3	22	2025	2025	NUM
easat-7445	3	23	;	;	PUNCT
easat-7445	3	24	accepted	accept	VERB
easat-7445	3	25	:	:	PUNCT
easat-7445	3	26	6	6	NUM
easat-7445	3	27	may	may	PROPN
easat-7445	3	28	2025	2025	NUM
easat-7445	3	29	;	;	PUNCT
easat-7445	3	30	published	publish	VERB
easat-7445	3	31	:	:	PUNCT
easat-7445	3	32	22	22	NUM
easat-7445	3	33	may	may	PROPN
easat-7445	3	34	2025	2025	NUM
easat-7445	3	35	*	*	PUNCT
easat-7445	3	36	correspondence	correspondence	NOUN
easat-7445	3	37	:	:	PUNCT
easat-7445	3	38	krisada_c@rmutt.ac.th	krisada_c@rmutt.ac.th	PROPN
easat-7445	3	39	innovation	innovation	NOUN
easat-7445	3	40	management	management	NOUN
easat-7445	3	41	strategies	strategy	NOUN
easat-7445	3	42	for	for	ADP
easat-7445	3	43	industrial	industrial	ADJ
easat-7445	3	44	machinery	machinery	NOUN
easat-7445	3	45	maintenance	maintenance	NOUN
easat-7445	3	46	:	:	PUNCT
easat-7445	3	47	enhancing	enhance	VERB
easat-7445	3	48	competitive	competitive	ADJ
easat-7445	3	49	advantage	advantage	NOUN
easat-7445	3	50	phusit	phusit	NOUN
easat-7445	3	51	siangwong1	siangwong1	NOUN
easat-7445	3	52	,	,	PUNCT
easat-7445	3	53	krisada	krisada	PROPN
easat-7445	3	54	chienwattanasook2	chienwattanasook2	VERB
easat-7445	4	1	*	*	PROPN
easat-7445	4	2	1faculty	1faculty	NUM
easat-7445	4	3	of	of	ADP
easat-7445	4	4	business	business	NOUN
easat-7445	4	5	administration	administration	NOUN
easat-7445	4	6	and	and	CCONJ
easat-7445	4	7	accounting	accounting	NOUN
easat-7445	4	8	,	,	PUNCT
easat-7445	4	9	pathumthani	pathumthani	PROPN
easat-7445	4	10	university	university	PROPN
easat-7445	4	11	,	,	PUNCT
easat-7445	4	12	thailand	thailand	PROPN
easat-7445	4	13	.	.	PUNCT
easat-7445	5	1	6701436500002@ptu.ac.th	6701436500002@ptu.ac.th	INTJ
easat-7445	5	2	(	(	PUNCT
easat-7445	5	3	p.s	p.s	PROPN
easat-7445	5	4	.	.	PUNCT
easat-7445	5	5	)	)	PUNCT
easat-7445	5	6	.	.	PUNCT
easat-7445	6	1	2faculty	2faculty	NUM
easat-7445	6	2	of	of	ADP
easat-7445	6	3	business	business	NOUN
easat-7445	6	4	administration	administration	NOUN
easat-7445	6	5	,	,	PUNCT
easat-7445	6	6	rajamangala	rajamangala	PROPN
easat-7445	6	7	university	university	PROPN
easat-7445	6	8	of	of	ADP
easat-7445	6	9	technology	technology	PROPN
easat-7445	6	10	thanyaburi	thanyaburi	PROPN
easat-7445	6	11	,	,	PUNCT
easat-7445	6	12	thailand	thailand	PROPN
easat-7445	6	13	;	;	PUNCT
easat-7445	6	14	krisada_c@rmutt.ac.th	krisada_c@rmutt.ac.th	PROPN
easat-7445	6	15	(	(	PUNCT
easat-7445	6	16	k.c	k.c	PROPN
easat-7445	6	17	.	.	PROPN
easat-7445	6	18	)	)	PUNCT
easat-7445	6	19	.	.	PUNCT
easat-7445	7	1	abstract	abstract	ADV
easat-7445	7	2	:	:	PUNCT
easat-7445	7	3	in	in	ADP
easat-7445	7	4	a	a	DET
easat-7445	7	5	rapidly	rapidly	ADV
easat-7445	7	6	evolving	evolve	VERB
easat-7445	7	7	technological	technological	ADJ
easat-7445	7	8	and	and	CCONJ
easat-7445	7	9	business	business	NOUN
easat-7445	7	10	environment	environment	NOUN
easat-7445	7	11	,	,	PUNCT
easat-7445	7	12	business	business	NOUN
easat-7445	7	13	leaders	leader	NOUN
easat-7445	7	14	must	must	AUX
easat-7445	7	15	adapt	adapt	VERB
easat-7445	7	16	quickly	quickly	ADV
easat-7445	7	17	to	to	PART
easat-7445	7	18	maintain	maintain	VERB
easat-7445	7	19	their	their	PRON
easat-7445	7	20	competitiveness	competitiveness	NOUN
easat-7445	7	21	.	.	PUNCT
easat-7445	8	1	the	the	DET
easat-7445	8	2	main	main	ADJ
easat-7445	8	3	objective	objective	NOUN
easat-7445	8	4	of	of	ADP
easat-7445	8	5	this	this	DET
easat-7445	8	6	article	article	NOUN
easat-7445	8	7	is	be	AUX
easat-7445	8	8	to	to	PART
easat-7445	8	9	propose	propose	VERB
easat-7445	8	10	a	a	DET
easat-7445	8	11	maintenance	maintenance	NOUN
easat-7445	8	12	management	management	NOUN
easat-7445	8	13	guide	guide	NOUN
easat-7445	8	14	with	with	ADP
easat-7445	8	15	the	the	DET
easat-7445	8	16	innovation	innovation	NOUN
easat-7445	8	17	management	management	NOUN
easat-7445	8	18	process	process	NOUN
easat-7445	8	19	to	to	PART
easat-7445	8	20	help	help	VERB
easat-7445	8	21	organizations	organization	NOUN
easat-7445	8	22	develop	develop	VERB
easat-7445	8	23	effective	effective	ADJ
easat-7445	8	24	innovation	innovation	NOUN
easat-7445	8	25	strategies	strategy	NOUN
easat-7445	8	26	and	and	CCONJ
easat-7445	8	27	respond	respond	VERB
easat-7445	8	28	to	to	ADP
easat-7445	8	29	the	the	DET
easat-7445	8	30	challenges	challenge	NOUN
easat-7445	8	31	of	of	ADP
easat-7445	8	32	the	the	DET
easat-7445	8	33	industry	industry	NOUN
easat-7445	8	34	4.0	4.0	NUM
easat-7445	8	35	era	era	NOUN
easat-7445	8	36	.	.	PUNCT
easat-7445	9	1	it	it	PRON
easat-7445	9	2	examines	examine	VERB
easat-7445	9	3	the	the	DET
easat-7445	9	4	principles	principle	NOUN
easat-7445	9	5	and	and	CCONJ
easat-7445	9	6	strategies	strategy	NOUN
easat-7445	9	7	of	of	ADP
easat-7445	9	8	innovation	innovation	NOUN
easat-7445	9	9	management	management	NOUN
easat-7445	9	10	in	in	ADP
easat-7445	9	11	the	the	DET
easat-7445	9	12	maintenance	maintenance	NOUN
easat-7445	9	13	of	of	ADP
easat-7445	9	14	industrial	industrial	ADJ
easat-7445	9	15	machinery	machinery	NOUN
easat-7445	9	16	and	and	CCONJ
easat-7445	9	17	their	their	PRON
easat-7445	9	18	impact	impact	NOUN
easat-7445	9	19	on	on	ADP
easat-7445	9	20	competitiveness	competitiveness	NOUN
easat-7445	9	21	.	.	PUNCT
easat-7445	10	1	it	it	PRON
easat-7445	10	2	focuses	focus	VERB
easat-7445	10	3	on	on	ADP
easat-7445	10	4	the	the	DET
easat-7445	10	5	integration	integration	NOUN
easat-7445	10	6	of	of	ADP
easat-7445	10	7	digital	digital	ADJ
easat-7445	10	8	technologies	technology	NOUN
easat-7445	10	9	such	such	ADJ
easat-7445	10	10	as	as	ADP
easat-7445	10	11	the	the	DET
easat-7445	10	12	internet	internet	NOUN
easat-7445	10	13	of	of	ADP
easat-7445	10	14	things	thing	NOUN
easat-7445	10	15	(	(	PUNCT
easat-7445	10	16	iot	iot	NOUN
easat-7445	10	17	)	)	PUNCT
easat-7445	10	18	,	,	PUNCT
easat-7445	10	19	artificial	artificial	ADJ
easat-7445	10	20	intelligence	intelligence	NOUN
easat-7445	10	21	(	(	PUNCT
easat-7445	10	22	ai	ai	NOUN
easat-7445	10	23	)	)	PUNCT
easat-7445	10	24	,	,	PUNCT
easat-7445	10	25	and	and	CCONJ
easat-7445	10	26	big	big	ADJ
easat-7445	10	27	data	datum	NOUN
easat-7445	10	28	analytics	analytic	NOUN
easat-7445	10	29	into	into	ADP
easat-7445	10	30	maintenance	maintenance	NOUN
easat-7445	10	31	processes	process	NOUN
easat-7445	10	32	.	.	PUNCT
easat-7445	11	1	this	this	DET
easat-7445	11	2	article	article	NOUN
easat-7445	11	3	explains	explain	VERB
easat-7445	11	4	that	that	SCONJ
easat-7445	11	5	the	the	DET
easat-7445	11	6	introduction	introduction	NOUN
easat-7445	11	7	of	of	ADP
easat-7445	11	8	modern	modern	ADJ
easat-7445	11	9	technologies	technology	NOUN
easat-7445	11	10	in	in	ADP
easat-7445	11	11	the	the	DET
easat-7445	11	12	areas	area	NOUN
easat-7445	11	13	of	of	ADP
easat-7445	11	14	predictive	predictive	ADJ
easat-7445	11	15	maintenance	maintenance	NOUN
easat-7445	11	16	,	,	PUNCT
easat-7445	11	17	condition	condition	NOUN
easat-7445	11	18	-	-	PUNCT
easat-7445	11	19	based	base	VERB
easat-7445	11	20	maintenance	maintenance	NOUN
easat-7445	11	21	,	,	PUNCT
easat-7445	11	22	and	and	CCONJ
easat-7445	11	23	intelligent	intelligent	ADJ
easat-7445	11	24	maintenance	maintenance	NOUN
easat-7445	11	25	significantly	significantly	ADV
easat-7445	11	26	reduces	reduce	VERB
easat-7445	11	27	machine	machine	NOUN
easat-7445	11	28	downtime	downtime	NOUN
easat-7445	11	29	,	,	PUNCT
easat-7445	11	30	increases	increase	VERB
easat-7445	11	31	production	production	NOUN
easat-7445	11	32	efficiency	efficiency	NOUN
easat-7445	11	33	,	,	PUNCT
easat-7445	11	34	and	and	CCONJ
easat-7445	11	35	lowers	lower	VERB
easat-7445	11	36	operating	operating	NOUN
easat-7445	11	37	costs	cost	NOUN
easat-7445	11	38	.	.	PUNCT
easat-7445	12	1	however	however	ADV
easat-7445	12	2	,	,	PUNCT
easat-7445	12	3	implementing	implement	VERB
easat-7445	12	4	these	these	DET
easat-7445	12	5	innovations	innovation	NOUN
easat-7445	12	6	comes	come	VERB
easat-7445	12	7	with	with	ADP
easat-7445	12	8	challenges	challenge	NOUN
easat-7445	12	9	,	,	PUNCT
easat-7445	12	10	including	include	VERB
easat-7445	12	11	data	data	NOUN
easat-7445	12	12	management	management	NOUN
easat-7445	12	13	,	,	PUNCT
easat-7445	12	14	cybersecurity	cybersecurity	NOUN
easat-7445	12	15	risks	risk	NOUN
easat-7445	12	16	,	,	PUNCT
easat-7445	12	17	lack	lack	NOUN
easat-7445	12	18	of	of	ADP
easat-7445	12	19	employee	employee	NOUN
easat-7445	12	20	skills	skill	NOUN
easat-7445	12	21	,	,	PUNCT
easat-7445	12	22	and	and	CCONJ
easat-7445	12	23	high	high	ADJ
easat-7445	12	24	investment	investment	NOUN
easat-7445	12	25	costs	cost	NOUN
easat-7445	12	26	,	,	PUNCT
easat-7445	12	27	especially	especially	ADV
easat-7445	12	28	for	for	ADP
easat-7445	12	29	small	small	ADJ
easat-7445	12	30	and	and	CCONJ
easat-7445	12	31	medium	medium	ADJ
easat-7445	12	32	-	-	PUNCT
easat-7445	12	33	sized	sized	ADJ
easat-7445	12	34	enterprises	enterprise	NOUN
easat-7445	12	35	(	(	PUNCT
easat-7445	12	36	smes	sme	NOUN
easat-7445	12	37	)	)	PUNCT
easat-7445	12	38	.	.	PUNCT
easat-7445	13	1	this	this	DET
easat-7445	13	2	article	article	NOUN
easat-7445	13	3	proposes	propose	VERB
easat-7445	13	4	a	a	DET
easat-7445	13	5	structured	structured	ADJ
easat-7445	13	6	transition	transition	NOUN
easat-7445	13	7	plan	plan	NOUN
easat-7445	13	8	for	for	ADP
easat-7445	13	9	the	the	DET
easat-7445	13	10	introduction	introduction	NOUN
easat-7445	13	11	of	of	ADP
easat-7445	13	12	innovative	innovative	ADJ
easat-7445	13	13	maintenance	maintenance	NOUN
easat-7445	13	14	strategies	strategy	NOUN
easat-7445	13	15	.	.	PUNCT
easat-7445	14	1	the	the	DET
easat-7445	14	2	approach	approach	NOUN
easat-7445	14	3	focuses	focus	VERB
easat-7445	14	4	on	on	ADP
easat-7445	14	5	upskilling	upskille	VERB
easat-7445	14	6	the	the	DET
easat-7445	14	7	workforce	workforce	NOUN
easat-7445	14	8	and	and	CCONJ
easat-7445	14	9	cultivating	cultivate	VERB
easat-7445	14	10	an	an	DET
easat-7445	14	11	innovation	innovation	NOUN
easat-7445	14	12	-	-	PUNCT
easat-7445	14	13	oriented	orient	VERB
easat-7445	14	14	corporate	corporate	ADJ
easat-7445	14	15	culture	culture	NOUN
easat-7445	14	16	.	.	PUNCT
easat-7445	15	1	by	by	ADP
easat-7445	15	2	addressing	address	VERB
easat-7445	15	3	these	these	DET
easat-7445	15	4	challenges	challenge	NOUN
easat-7445	15	5	,	,	PUNCT
easat-7445	15	6	companies	company	NOUN
easat-7445	15	7	can	can	AUX
easat-7445	15	8	strengthen	strengthen	VERB
easat-7445	15	9	their	their	PRON
easat-7445	15	10	competitiveness	competitiveness	NOUN
easat-7445	15	11	and	and	CCONJ
easat-7445	15	12	long	long	ADJ
easat-7445	15	13	-	-	PUNCT
easat-7445	15	14	term	term	NOUN
easat-7445	15	15	sustainability	sustainability	NOUN
easat-7445	15	16	in	in	ADP
easat-7445	15	17	an	an	DET
easat-7445	15	18	increasingly	increasingly	ADV
easat-7445	15	19	digitalized	digitalize	VERB
easat-7445	15	20	industrial	industrial	ADJ
easat-7445	15	21	landscape	landscape	NOUN
easat-7445	15	22	.	.	PUNCT
easat-7445	16	1	keywords	keyword	NOUN
easat-7445	16	2	:	:	PUNCT
easat-7445	16	3	maintenance	maintenance	NOUN
easat-7445	16	4	innovation	innovation	NOUN
easat-7445	16	5	,	,	PUNCT
easat-7445	16	6	maintenance	maintenance	NOUN
easat-7445	16	7	strategies	strategy	NOUN
easat-7445	16	8	,	,	PUNCT
easat-7445	16	9	competitiveness	competitiveness	NOUN
easat-7445	16	10	,	,	PUNCT
easat-7445	16	11	smart	smart	ADJ
easat-7445	16	12	,	,	PUNCT
easat-7445	16	13	maintenance	maintenance	NOUN
easat-7445	16	14	.	.	PUNCT
easat-7445	17	1	1	1	X
easat-7445	17	2	.	.	X
easat-7445	17	3	introduction	introduction	NOUN
easat-7445	17	4	today	today	NOUN
easat-7445	17	5	's	's	PART
easat-7445	17	6	industry	industry	NOUN
easat-7445	17	7	is	be	AUX
easat-7445	17	8	undergoing	undergo	VERB
easat-7445	17	9	a	a	DET
easat-7445	17	10	rapid	rapid	ADJ
easat-7445	17	11	transformation	transformation	NOUN
easat-7445	17	12	under	under	ADP
easat-7445	17	13	industry	industry	NOUN
easat-7445	17	14	4.0	4.0	NUM
easat-7445	17	15	and	and	CCONJ
easat-7445	17	16	moving	move	VERB
easat-7445	17	17	towards	towards	ADP
easat-7445	17	18	industry	industry	NOUN
easat-7445	17	19	5.0	5.0	NUM
easat-7445	17	20	,	,	PUNCT
easat-7445	17	21	where	where	SCONJ
easat-7445	17	22	digital	digital	ADJ
easat-7445	17	23	technology	technology	NOUN
easat-7445	17	24	is	be	AUX
easat-7445	17	25	a	a	DET
easat-7445	17	26	key	key	ADJ
easat-7445	17	27	factor	factor	NOUN
easat-7445	17	28	that	that	PRON
easat-7445	17	29	will	will	AUX
easat-7445	17	30	lead	lead	VERB
easat-7445	17	31	companies	company	NOUN
easat-7445	17	32	to	to	ADP
easat-7445	17	33	sustainable	sustainable	ADJ
easat-7445	17	34	competitiveness	competitiveness	NOUN
easat-7445	17	35	.	.	PUNCT
easat-7445	18	1	safitri	safitri	ADJ
easat-7445	18	2	[	[	X
easat-7445	18	3	1	1	NUM
easat-7445	18	4	]	]	PUNCT
easat-7445	18	5	have	have	AUX
easat-7445	18	6	introduced	introduce	VERB
easat-7445	18	7	the	the	DET
easat-7445	18	8	concept	concept	NOUN
easat-7445	18	9	of	of	ADP
easat-7445	18	10	"	"	PUNCT
easat-7445	18	11	dice	dice	VERB
easat-7445	18	12	world	world	NOUN
easat-7445	18	13	"	"	PUNCT
easat-7445	18	14	,	,	PUNCT
easat-7445	18	15	which	which	PRON
easat-7445	18	16	describes	describe	VERB
easat-7445	18	17	the	the	DET
easat-7445	18	18	current	current	ADJ
easat-7445	18	19	business	business	NOUN
easat-7445	18	20	environment	environment	NOUN
easat-7445	18	21	characterized	characterize	VERB
easat-7445	18	22	by	by	ADP
easat-7445	18	23	d	d	PROPN
easat-7445	18	24	(	(	PUNCT
easat-7445	18	25	dynamic	dynamic	ADJ
easat-7445	18	26	)	)	PUNCT
easat-7445	18	27	,	,	PUNCT
easat-7445	18	28	i.e.	i.e.	X
easat-7445	18	29	sudden	sudden	ADJ
easat-7445	18	30	changes	change	NOUN
easat-7445	18	31	to	to	PART
easat-7445	18	32	which	which	PRON
easat-7445	18	33	companies	company	NOUN
easat-7445	18	34	must	must	AUX
easat-7445	18	35	quickly	quickly	ADV
easat-7445	18	36	adapt	adapt	VERB
easat-7445	18	37	to	to	ADP
easat-7445	18	38	;	;	PUNCT
easat-7445	18	39	i	i	PRON
easat-7445	18	40	(	(	PUNCT
easat-7445	18	41	insecure	insecure	ADJ
easat-7445	18	42	)	)	PUNCT
easat-7445	18	43	,	,	PUNCT
easat-7445	18	44	i.e.	i.e.	X
easat-7445	18	45	increasing	increase	VERB
easat-7445	18	46	uncertainty	uncertainty	NOUN
easat-7445	18	47	and	and	CCONJ
easat-7445	18	48	risk	risk	NOUN
easat-7445	18	49	due	due	ADP
easat-7445	18	50	to	to	ADP
easat-7445	18	51	internal	internal	ADJ
easat-7445	18	52	and	and	CCONJ
easat-7445	18	53	external	external	ADJ
easat-7445	18	54	factors	factor	NOUN
easat-7445	18	55	;	;	PUNCT
easat-7445	18	56	c	c	X
easat-7445	18	57	(	(	PUNCT
easat-7445	18	58	complex	complex	NOUN
easat-7445	18	59	)	)	PUNCT
easat-7445	18	60	,	,	PUNCT
easat-7445	18	61	i.e.	i.e.	X
easat-7445	18	62	the	the	DET
easat-7445	18	63	complexity	complexity	NOUN
easat-7445	18	64	of	of	ADP
easat-7445	18	65	managing	manage	VERB
easat-7445	18	66	multidimensional	multidimensional	ADJ
easat-7445	18	67	,	,	PUNCT
easat-7445	18	68	interrelated	interrelated	ADJ
easat-7445	18	69	factors	factor	NOUN
easat-7445	18	70	;	;	PUNCT
easat-7445	18	71	and	and	CCONJ
easat-7445	18	72	e	e	X
easat-7445	18	73	(	(	PUNCT
easat-7445	18	74	exponential	exponential	NOUN
easat-7445	18	75	)	)	PUNCT
easat-7445	18	76	,	,	PUNCT
easat-7445	18	77	i.e.	i.e.	X
easat-7445	18	78	exponential	exponential	ADJ
easat-7445	18	79	growth	growth	NOUN
easat-7445	18	80	and	and	CCONJ
easat-7445	18	81	technological	technological	ADJ
easat-7445	18	82	change	change	NOUN
easat-7445	18	83	forcing	force	VERB
easat-7445	18	84	management	management	NOUN
easat-7445	18	85	to	to	PART
easat-7445	18	86	develop	develop	VERB
easat-7445	18	87	strategies	strategy	NOUN
easat-7445	18	88	to	to	PART
easat-7445	18	89	cope	cope	VERB
easat-7445	18	90	with	with	ADP
easat-7445	18	91	change	change	NOUN
easat-7445	18	92	.	.	PUNCT
easat-7445	19	1	industrial	industrial	ADJ
easat-7445	19	2	maintenance	maintenance	NOUN
easat-7445	19	3	has	have	AUX
easat-7445	19	4	evolved	evolve	VERB
easat-7445	19	5	from	from	ADP
easat-7445	19	6	the	the	DET
easat-7445	19	7	traditional	traditional	ADJ
easat-7445	19	8	model	model	NOUN
easat-7445	19	9	that	that	PRON
easat-7445	19	10	focuses	focus	VERB
easat-7445	19	11	on	on	ADP
easat-7445	19	12	repairing	repair	VERB
easat-7445	19	13	damage	damage	NOUN
easat-7445	19	14	when	when	SCONJ
easat-7445	19	15	it	it	PRON
easat-7445	19	16	occurs	occur	VERB
easat-7445	19	17	to	to	ADP
easat-7445	19	18	preventive	preventive	ADJ
easat-7445	19	19	and	and	CCONJ
easat-7445	19	20	predictive	predictive	ADJ
easat-7445	19	21	maintenance	maintenance	NOUN
easat-7445	19	22	with	with	ADP
easat-7445	19	23	modern	modern	ADJ
easat-7445	19	24	technology	technology	NOUN
easat-7445	19	25	and	and	CCONJ
easat-7445	19	26	advanced	advanced	ADJ
easat-7445	19	27	data	datum	NOUN
easat-7445	19	28	analytics	analytic	NOUN
easat-7445	19	29	[	[	X
easat-7445	19	30	2	2	NUM
easat-7445	19	31	]	]	PUNCT
easat-7445	19	32	.	.	PUNCT
easat-7445	20	1	therefore	therefore	ADV
easat-7445	20	2	,	,	PUNCT
easat-7445	20	3	innovation	innovation	NOUN
easat-7445	20	4	management	management	NOUN
easat-7445	20	5	in	in	ADP
easat-7445	20	6	maintenance	maintenance	NOUN
easat-7445	20	7	has	have	AUX
easat-7445	20	8	become	become	VERB
easat-7445	20	9	an	an	DET
easat-7445	20	10	important	important	ADJ
easat-7445	20	11	factor	factor	NOUN
easat-7445	20	12	that	that	PRON
easat-7445	20	13	helps	help	VERB
easat-7445	20	14	companies	company	NOUN
easat-7445	20	15	build	build	VERB
easat-7445	20	16	competitiveness	competitiveness	NOUN
easat-7445	20	17	and	and	CCONJ
easat-7445	20	18	sustainable	sustainable	ADJ
easat-7445	20	19	growth	growth	NOUN
easat-7445	20	20	in	in	ADP
easat-7445	20	21	a	a	DET
easat-7445	20	22	highly	highly	ADV
easat-7445	20	23	uncertain	uncertain	ADJ
easat-7445	20	24	environment	environment	NOUN
easat-7445	20	25	[	[	X
easat-7445	20	26	3	3	NUM
easat-7445	20	27	]	]	PUNCT
easat-7445	20	28	.	.	PUNCT
easat-7445	21	1	the	the	DET
easat-7445	21	2	evolution	evolution	NOUN
easat-7445	21	3	towards	towards	ADP
easat-7445	21	4	smart	smart	ADJ
easat-7445	21	5	maintenance	maintenance	NOUN
easat-7445	21	6	requires	require	VERB
easat-7445	21	7	the	the	DET
easat-7445	21	8	integration	integration	NOUN
easat-7445	21	9	of	of	ADP
easat-7445	21	10	technology	technology	NOUN
easat-7445	21	11	,	,	PUNCT
easat-7445	21	12	work	work	NOUN
easat-7445	21	13	processes	process	NOUN
easat-7445	21	14	and	and	CCONJ
easat-7445	21	15	systematic	systematic	ADJ
easat-7445	21	16	human	human	ADJ
easat-7445	21	17	resource	resource	NOUN
easat-7445	21	18	development	development	NOUN
easat-7445	21	19	[	[	X
easat-7445	21	20	4	4	NUM
easat-7445	21	21	]	]	PUNCT
easat-7445	21	22	.	.	PUNCT
easat-7445	22	1	this	this	DET
easat-7445	22	2	article	article	NOUN
easat-7445	22	3	aims	aim	VERB
easat-7445	22	4	to	to	PART
easat-7445	22	5	explore	explore	VERB
easat-7445	22	6	the	the	DET
easat-7445	22	7	strategy	strategy	NOUN
easat-7445	22	8	for	for	ADP
easat-7445	22	9	innovation	innovation	NOUN
easat-7445	22	10	management	management	NOUN
easat-7445	22	11	in	in	ADP
easat-7445	22	12	industrial	industrial	ADJ
easat-7445	22	13	machinery	machinery	NOUN
easat-7445	22	14	maintenance	maintenance	NOUN
easat-7445	22	15	to	to	PART
easat-7445	22	16	increase	increase	VERB
easat-7445	22	17	competitiveness	competitiveness	NOUN
easat-7445	22	18	in	in	ADP
easat-7445	22	19	the	the	DET
easat-7445	22	20	manufacturing	manufacturing	NOUN
easat-7445	22	21	industry	industry	NOUN
easat-7445	22	22	.	.	PUNCT
easat-7445	23	1	it	it	PRON
easat-7445	23	2	presents	present	VERB
easat-7445	23	3	a	a	DET
easat-7445	23	4	conceptual	conceptual	ADJ
easat-7445	23	5	framework	framework	NOUN
easat-7445	23	6	that	that	PRON
easat-7445	23	7	combines	combine	VERB
easat-7445	23	8	the	the	DET
easat-7445	23	9	level	level	NOUN
easat-7445	23	10	of	of	ADP
easat-7445	23	11	smart	smart	ADJ
easat-7445	23	12	maintenance	maintenance	NOUN
easat-7445	23	13	development	development	NOUN
easat-7445	23	14	with	with	ADP
easat-7445	23	15	the	the	DET
easat-7445	23	16	application	application	NOUN
easat-7445	23	17	of	of	ADP
easat-7445	23	18	https://orcid.org/0009-0006-1650-1514	https://orcid.org/0009-0006-1650-1514	PROPN
easat-7445	23	19	https://orcid.org/0000-0003-4259-900x	https://orcid.org/0000-0003-4259-900x	ADV
easat-7445	23	20	2240	2240	NUM
easat-7445	23	21	edelweiss	edelweiss	PROPN
easat-7445	23	22	applied	apply	VERB
easat-7445	23	23	science	science	NOUN
easat-7445	23	24	and	and	CCONJ
easat-7445	23	25	technology	technology	NOUN
easat-7445	23	26	issn	issn	PROPN
easat-7445	23	27	:	:	PUNCT
easat-7445	23	28	2576	2576	NUM
easat-7445	23	29	-	-	SYM
easat-7445	23	30	8484	8484	NUM
easat-7445	23	31	vol	vol	NOUN
easat-7445	23	32	.	.	PROPN
easat-7445	24	1	9	9	NUM
easat-7445	24	2	,	,	PUNCT
easat-7445	24	3	no	no	INTJ
easat-7445	24	4	.	.	NOUN
easat-7445	24	5	5	5	NUM
easat-7445	24	6	:	:	SYM
easat-7445	24	7	2239	2239	NUM
easat-7445	24	8	-	-	SYM
easat-7445	24	9	2247	2247	NUM
easat-7445	24	10	,	,	PUNCT
easat-7445	24	11	2025	2025	NUM
easat-7445	24	12	doi	doi	NOUN
easat-7445	24	13	:	:	PUNCT
easat-7445	24	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	24	15	©	©	PROPN
easat-7445	24	16	2025	2025	NUM
easat-7445	24	17	by	by	ADP
easat-7445	24	18	the	the	DET
easat-7445	24	19	authors	author	NOUN
easat-7445	24	20	;	;	PUNCT
easat-7445	24	21	licensee	licensee	PROPN
easat-7445	24	22	learning	learning	NOUN
easat-7445	24	23	gate	gate	NOUN
easat-7445	24	24	technology	technology	NOUN
easat-7445	24	25	and	and	CCONJ
easat-7445	24	26	innovation	innovation	NOUN
easat-7445	24	27	.	.	PUNCT
easat-7445	25	1	this	this	DET
easat-7445	25	2	framework	framework	NOUN
easat-7445	25	3	can	can	AUX
easat-7445	25	4	serve	serve	VERB
easat-7445	25	5	as	as	ADP
easat-7445	25	6	a	a	DET
easat-7445	25	7	guide	guide	NOUN
easat-7445	25	8	for	for	SCONJ
easat-7445	25	9	companies	company	NOUN
easat-7445	25	10	to	to	PART
easat-7445	25	11	create	create	VERB
easat-7445	25	12	innovations	innovation	NOUN
easat-7445	25	13	aimed	aim	VERB
easat-7445	25	14	at	at	ADP
easat-7445	25	15	increasing	increase	VERB
easat-7445	25	16	production	production	NOUN
easat-7445	25	17	efficiency	efficiency	NOUN
easat-7445	25	18	,	,	PUNCT
easat-7445	25	19	reducing	reduce	VERB
easat-7445	25	20	costs	cost	NOUN
easat-7445	25	21	and	and	CCONJ
easat-7445	25	22	improving	improve	VERB
easat-7445	25	23	competitiveness	competitiveness	NOUN
easat-7445	25	24	in	in	ADP
easat-7445	25	25	the	the	DET
easat-7445	25	26	industry	industry	NOUN
easat-7445	25	27	.	.	PUNCT
easat-7445	26	1	this	this	DET
easat-7445	26	2	conceptual	conceptual	ADJ
easat-7445	26	3	framework	framework	NOUN
easat-7445	26	4	is	be	AUX
easat-7445	26	5	divided	divide	VERB
easat-7445	26	6	into	into	ADP
easat-7445	26	7	five	five	NUM
easat-7445	26	8	main	main	ADJ
easat-7445	26	9	components	component	NOUN
easat-7445	26	10	:	:	PUNCT
easat-7445	26	11	development	development	NOUN
easat-7445	26	12	of	of	ADP
easat-7445	26	13	a	a	DET
easat-7445	26	14	maintenance	maintenance	NOUN
easat-7445	26	15	system	system	NOUN
easat-7445	26	16	according	accord	VERB
easat-7445	26	17	to	to	ADP
easat-7445	26	18	the	the	DET
easat-7445	26	19	level	level	NOUN
easat-7445	26	20	of	of	ADP
easat-7445	26	21	complexity	complexity	NOUN
easat-7445	26	22	,	,	PUNCT
easat-7445	26	23	use	use	NOUN
easat-7445	26	24	of	of	ADP
easat-7445	26	25	technology	technology	NOUN
easat-7445	26	26	and	and	CCONJ
easat-7445	26	27	innovation	innovation	NOUN
easat-7445	26	28	,	,	PUNCT
easat-7445	26	29	development	development	NOUN
easat-7445	26	30	of	of	ADP
easat-7445	26	31	human	human	ADJ
easat-7445	26	32	resources	resource	NOUN
easat-7445	26	33	,	,	PUNCT
easat-7445	26	34	measurement	measurement	NOUN
easat-7445	26	35	and	and	CCONJ
easat-7445	26	36	evaluation	evaluation	NOUN
easat-7445	26	37	of	of	ADP
easat-7445	26	38	performance	performance	NOUN
easat-7445	26	39	,	,	PUNCT
easat-7445	26	40	and	and	CCONJ
easat-7445	26	41	organizational	organizational	ADJ
easat-7445	26	42	adaptation	adaptation	NOUN
easat-7445	26	43	[	[	X
easat-7445	26	44	5	5	NUM
easat-7445	26	45	]	]	PUNCT
easat-7445	26	46	.	.	PUNCT
easat-7445	27	1	the	the	DET
easat-7445	27	2	main	main	ADJ
easat-7445	27	3	objective	objective	NOUN
easat-7445	27	4	of	of	ADP
easat-7445	27	5	this	this	DET
easat-7445	27	6	article	article	NOUN
easat-7445	27	7	is	be	AUX
easat-7445	27	8	to	to	PART
easat-7445	27	9	propose	propose	VERB
easat-7445	27	10	a	a	DET
easat-7445	27	11	guide	guide	NOUN
easat-7445	27	12	for	for	ADP
easat-7445	27	13	maintenance	maintenance	NOUN
easat-7445	27	14	management	management	NOUN
easat-7445	27	15	with	with	ADP
easat-7445	27	16	the	the	DET
easat-7445	27	17	innovation	innovation	NOUN
easat-7445	27	18	management	management	NOUN
easat-7445	27	19	process	process	NOUN
easat-7445	27	20	to	to	PART
easat-7445	27	21	help	help	VERB
easat-7445	27	22	organizations	organization	NOUN
easat-7445	27	23	develop	develop	VERB
easat-7445	27	24	effective	effective	ADJ
easat-7445	27	25	innovation	innovation	NOUN
easat-7445	27	26	strategies	strategy	NOUN
easat-7445	27	27	and	and	CCONJ
easat-7445	27	28	respond	respond	VERB
easat-7445	27	29	to	to	ADP
easat-7445	27	30	the	the	DET
easat-7445	27	31	challenges	challenge	NOUN
easat-7445	27	32	of	of	ADP
easat-7445	27	33	the	the	DET
easat-7445	27	34	industry	industry	NOUN
easat-7445	27	35	4.0	4.0	NUM
easat-7445	27	36	era	era	NOUN
easat-7445	27	37	.	.	PUNCT
easat-7445	28	1	it	it	PRON
easat-7445	28	2	also	also	ADV
easat-7445	28	3	provides	provide	VERB
easat-7445	28	4	guidance	guidance	NOUN
easat-7445	28	5	for	for	ADP
easat-7445	28	6	organizations	organization	NOUN
easat-7445	28	7	that	that	PRON
easat-7445	28	8	want	want	VERB
easat-7445	28	9	to	to	PART
easat-7445	28	10	transform	transform	VERB
easat-7445	28	11	their	their	PRON
easat-7445	28	12	maintenance	maintenance	NOUN
easat-7445	28	13	systems	system	NOUN
easat-7445	28	14	into	into	ADP
easat-7445	28	15	predictive	predictive	ADJ
easat-7445	28	16	and	and	CCONJ
easat-7445	28	17	command	command	NOUN
easat-7445	28	18	-	-	PUNCT
easat-7445	28	19	based	base	VERB
easat-7445	28	20	maintenance	maintenance	NOUN
easat-7445	28	21	[	[	X
easat-7445	28	22	6	6	NUM
easat-7445	28	23	]	]	PUNCT
easat-7445	28	24	.	.	PUNCT
easat-7445	29	1	the	the	DET
easat-7445	29	2	expected	expect	VERB
easat-7445	29	3	outcomes	outcome	NOUN
easat-7445	29	4	of	of	ADP
easat-7445	29	5	this	this	DET
easat-7445	29	6	study	study	NOUN
easat-7445	29	7	include	include	VERB
easat-7445	29	8	increasing	increase	VERB
easat-7445	29	9	the	the	DET
easat-7445	29	10	long	long	ADJ
easat-7445	29	11	-	-	PUNCT
easat-7445	29	12	term	term	NOUN
easat-7445	29	13	competitiveness	competitiveness	NOUN
easat-7445	29	14	of	of	ADP
easat-7445	29	15	the	the	DET
easat-7445	29	16	organization	organization	NOUN
easat-7445	29	17	,	,	PUNCT
easat-7445	29	18	reducing	reduce	VERB
easat-7445	29	19	production	production	NOUN
easat-7445	29	20	costs	cost	NOUN
easat-7445	29	21	and	and	CCONJ
easat-7445	29	22	improving	improve	VERB
easat-7445	29	23	the	the	DET
easat-7445	29	24	quality	quality	NOUN
easat-7445	29	25	and	and	CCONJ
easat-7445	29	26	standards	standard	NOUN
easat-7445	29	27	of	of	ADP
easat-7445	29	28	production	production	NOUN
easat-7445	29	29	[	[	X
easat-7445	29	30	7	7	NUM
easat-7445	29	31	]	]	PUNCT
easat-7445	29	32	.	.	PUNCT
easat-7445	30	1	the	the	DET
easat-7445	30	2	strategy	strategy	NOUN
easat-7445	30	3	of	of	ADP
easat-7445	30	4	innovative	innovative	ADJ
easat-7445	30	5	maintenance	maintenance	NOUN
easat-7445	30	6	management	management	NOUN
easat-7445	30	7	of	of	ADP
easat-7445	30	8	industrial	industrial	ADJ
easat-7445	30	9	machinery	machinery	NOUN
easat-7445	30	10	focuses	focus	VERB
easat-7445	30	11	on	on	ADP
easat-7445	30	12	the	the	DET
easat-7445	30	13	application	application	NOUN
easat-7445	30	14	of	of	ADP
easat-7445	30	15	iot	iot	NOUN
easat-7445	30	16	,	,	PUNCT
easat-7445	30	17	ai	ai	VERB
easat-7445	30	18	and	and	CCONJ
easat-7445	30	19	big	big	ADJ
easat-7445	30	20	data	datum	NOUN
easat-7445	30	21	technologies	technology	NOUN
easat-7445	30	22	to	to	PART
easat-7445	30	23	analyze	analyze	VERB
easat-7445	30	24	and	and	CCONJ
easat-7445	30	25	predict	predict	VERB
easat-7445	30	26	machine	machine	NOUN
easat-7445	30	27	failures	failure	NOUN
easat-7445	30	28	in	in	ADP
easat-7445	30	29	advance	advance	NOUN
easat-7445	30	30	[	[	X
easat-7445	30	31	8	8	NUM
easat-7445	30	32	]	]	PUNCT
easat-7445	30	33	.	.	PUNCT
easat-7445	31	1	these	these	DET
easat-7445	31	2	strategies	strategy	NOUN
easat-7445	31	3	respond	respond	VERB
easat-7445	31	4	to	to	ADP
easat-7445	31	5	the	the	DET
easat-7445	31	6	need	need	NOUN
easat-7445	31	7	for	for	SCONJ
easat-7445	31	8	companies	company	NOUN
easat-7445	31	9	to	to	PART
easat-7445	31	10	adapt	adapt	VERB
easat-7445	31	11	to	to	ADP
easat-7445	31	12	the	the	DET
easat-7445	31	13	rapid	rapid	ADJ
easat-7445	31	14	changes	change	NOUN
easat-7445	31	15	in	in	ADP
easat-7445	31	16	market	market	NOUN
easat-7445	31	17	conditions	condition	NOUN
easat-7445	31	18	while	while	SCONJ
easat-7445	31	19	taking	take	VERB
easat-7445	31	20	into	into	ADP
easat-7445	31	21	account	account	NOUN
easat-7445	31	22	the	the	DET
easat-7445	31	23	development	development	NOUN
easat-7445	31	24	of	of	ADP
easat-7445	31	25	employees	employee	NOUN
easat-7445	31	26	'	'	PART
easat-7445	31	27	skills	skill	NOUN
easat-7445	31	28	and	and	CCONJ
easat-7445	31	29	potential	potential	NOUN
easat-7445	31	30	in	in	ADP
easat-7445	31	31	line	line	NOUN
easat-7445	31	32	with	with	ADP
easat-7445	31	33	modern	modern	ADJ
easat-7445	31	34	technologies	technology	NOUN
easat-7445	31	35	[	[	X
easat-7445	31	36	9	9	NUM
easat-7445	31	37	]	]	PUNCT
easat-7445	31	38	.	.	PUNCT
easat-7445	32	1	the	the	DET
easat-7445	32	2	importance	importance	NOUN
easat-7445	32	3	of	of	ADP
easat-7445	32	4	this	this	DET
easat-7445	32	5	topic	topic	NOUN
easat-7445	32	6	lies	lie	VERB
easat-7445	32	7	in	in	ADP
easat-7445	32	8	the	the	DET
easat-7445	32	9	potential	potential	NOUN
easat-7445	32	10	for	for	ADP
easat-7445	32	11	long	long	ADJ
easat-7445	32	12	-	-	PUNCT
easat-7445	32	13	term	term	NOUN
easat-7445	32	14	business	business	NOUN
easat-7445	32	15	success	success	NOUN
easat-7445	32	16	and	and	CCONJ
easat-7445	32	17	machine	machine	NOUN
easat-7445	32	18	reliability	reliability	NOUN
easat-7445	32	19	.	.	PUNCT
easat-7445	33	1	the	the	DET
easat-7445	33	2	effective	effective	ADJ
easat-7445	33	3	implementation	implementation	NOUN
easat-7445	33	4	of	of	ADP
easat-7445	33	5	innovative	innovative	ADJ
easat-7445	33	6	maintenance	maintenance	NOUN
easat-7445	33	7	management	management	NOUN
easat-7445	33	8	strategies	strategy	NOUN
easat-7445	33	9	enables	enable	VERB
easat-7445	33	10	companies	company	NOUN
easat-7445	33	11	to	to	PART
easat-7445	33	12	reduce	reduce	VERB
easat-7445	33	13	unexpected	unexpected	ADJ
easat-7445	33	14	downtime	downtime	NOUN
easat-7445	33	15	,	,	PUNCT
easat-7445	33	16	increase	increase	VERB
easat-7445	33	17	machine	machine	NOUN
easat-7445	33	18	availability	availability	NOUN
easat-7445	33	19	and	and	CCONJ
easat-7445	33	20	modernize	modernize	VERB
easat-7445	33	21	production	production	NOUN
easat-7445	33	22	processes	process	NOUN
easat-7445	33	23	to	to	PART
easat-7445	33	24	meet	meet	VERB
easat-7445	33	25	market	market	NOUN
easat-7445	33	26	demands	demand	NOUN
easat-7445	33	27	in	in	ADP
easat-7445	33	28	the	the	DET
easat-7445	33	29	age	age	NOUN
easat-7445	33	30	of	of	ADP
easat-7445	33	31	industry	industry	NOUN
easat-7445	33	32	4.0	4.0	NUM
easat-7445	33	33	[	[	SYM
easat-7445	33	34	10	10	NUM
easat-7445	33	35	]	]	PUNCT
easat-7445	33	36	.	.	PUNCT
easat-7445	34	1	2	2	X
easat-7445	34	2	.	.	X
easat-7445	34	3	literature	literature	NOUN
easat-7445	34	4	review	review	VERB
easat-7445	34	5	2.1	2.1	NUM
easat-7445	34	6	.	.	PUNCT
easat-7445	35	1	development	development	NOUN
easat-7445	35	2	of	of	ADP
easat-7445	35	3	industrial	industrial	ADJ
easat-7445	35	4	maintenance	maintenance	NOUN
easat-7445	35	5	industrial	industrial	ADJ
easat-7445	35	6	maintenance	maintenance	NOUN
easat-7445	35	7	management	management	NOUN
easat-7445	35	8	began	begin	VERB
easat-7445	35	9	during	during	ADP
easat-7445	35	10	the	the	DET
easat-7445	35	11	industrial	industrial	ADJ
easat-7445	35	12	revolution	revolution	NOUN
easat-7445	35	13	and	and	CCONJ
easat-7445	35	14	the	the	DET
easat-7445	35	15	transition	transition	NOUN
easat-7445	35	16	from	from	ADP
easat-7445	35	17	manual	manual	ADJ
easat-7445	35	18	production	production	NOUN
easat-7445	35	19	to	to	ADP
easat-7445	35	20	mass	mass	ADJ
easat-7445	35	21	production	production	NOUN
easat-7445	35	22	.	.	PUNCT
easat-7445	36	1	initially	initially	ADV
easat-7445	36	2	,	,	PUNCT
easat-7445	36	3	the	the	DET
easat-7445	36	4	focus	focus	NOUN
easat-7445	36	5	was	be	AUX
easat-7445	36	6	on	on	ADP
easat-7445	36	7	reactive	reactive	ADJ
easat-7445	36	8	maintenance	maintenance	NOUN
easat-7445	36	9	,	,	PUNCT
easat-7445	36	10	i.e.	i.e.	X
easat-7445	36	11	repairing	repair	VERB
easat-7445	36	12	damage	damage	NOUN
easat-7445	36	13	after	after	SCONJ
easat-7445	36	14	it	it	PRON
easat-7445	36	15	had	have	AUX
easat-7445	36	16	occurred	occur	VERB
easat-7445	36	17	[	[	PUNCT
easat-7445	36	18	2	2	NUM
easat-7445	36	19	]	]	PUNCT
easat-7445	36	20	.	.	PUNCT
easat-7445	37	1	in	in	ADP
easat-7445	37	2	the	the	DET
easat-7445	37	3	20th	20th	ADJ
easat-7445	37	4	century	century	NOUN
easat-7445	37	5	,	,	PUNCT
easat-7445	37	6	production	production	NOUN
easat-7445	37	7	lines	line	NOUN
easat-7445	37	8	and	and	CCONJ
easat-7445	37	9	automation	automation	NOUN
easat-7445	37	10	technology	technology	NOUN
easat-7445	37	11	prompted	prompt	VERB
easat-7445	37	12	manufacturers	manufacturer	NOUN
easat-7445	37	13	to	to	PART
easat-7445	37	14	focus	focus	VERB
easat-7445	37	15	on	on	ADP
easat-7445	37	16	preventive	preventive	ADJ
easat-7445	37	17	maintenance	maintenance	NOUN
easat-7445	37	18	to	to	PART
easat-7445	37	19	reduce	reduce	VERB
easat-7445	37	20	downtime	downtime	NOUN
easat-7445	37	21	and	and	CCONJ
easat-7445	37	22	extend	extend	VERB
easat-7445	37	23	equipment	equipment	NOUN
easat-7445	37	24	life	life	NOUN
easat-7445	37	25	[	[	X
easat-7445	37	26	3	3	NUM
easat-7445	37	27	]	]	PUNCT
easat-7445	37	28	.	.	PUNCT
easat-7445	38	1	in	in	ADP
easat-7445	38	2	the	the	DET
easat-7445	38	3	late	late	ADJ
easat-7445	38	4	20th	20th	ADJ
easat-7445	38	5	century	century	NOUN
easat-7445	38	6	,	,	PUNCT
easat-7445	38	7	computerized	computerized	ADJ
easat-7445	38	8	maintenance	maintenance	NOUN
easat-7445	38	9	management	management	NOUN
easat-7445	38	10	systems	system	NOUN
easat-7445	38	11	were	be	AUX
easat-7445	38	12	introduced	introduce	VERB
easat-7445	38	13	,	,	PUNCT
easat-7445	38	14	allowing	allow	VERB
easat-7445	38	15	real	real	ADJ
easat-7445	38	16	-	-	PUNCT
easat-7445	38	17	time	time	NOUN
easat-7445	38	18	access	access	NOUN
easat-7445	38	19	to	to	ADP
easat-7445	38	20	data	datum	NOUN
easat-7445	38	21	,	,	PUNCT
easat-7445	38	22	tracking	tracking	NOUN
easat-7445	38	23	of	of	ADP
easat-7445	38	24	repair	repair	NOUN
easat-7445	38	25	history	history	NOUN
easat-7445	38	26	and	and	CCONJ
easat-7445	38	27	efficient	efficient	ADJ
easat-7445	38	28	management	management	NOUN
easat-7445	38	29	of	of	ADP
easat-7445	38	30	spare	spare	ADJ
easat-7445	38	31	parts	part	NOUN
easat-7445	38	32	inventory	inventory	NOUN
easat-7445	38	33	[	[	X
easat-7445	38	34	4	4	NUM
easat-7445	38	35	]	]	PUNCT
easat-7445	38	36	.	.	PUNCT
easat-7445	39	1	later	later	ADV
easat-7445	39	2	,	,	PUNCT
easat-7445	39	3	industry	industry	NOUN
easat-7445	39	4	4.0	4.0	NUM
easat-7445	39	5	technology	technology	NOUN
easat-7445	39	6	,	,	PUNCT
easat-7445	39	7	particularly	particularly	ADV
easat-7445	39	8	the	the	DET
easat-7445	39	9	internet	internet	NOUN
easat-7445	39	10	of	of	ADP
easat-7445	39	11	things	thing	NOUN
easat-7445	39	12	(	(	PUNCT
easat-7445	39	13	iot	iot	NOUN
easat-7445	39	14	)	)	PUNCT
easat-7445	39	15	,	,	PUNCT
easat-7445	39	16	evolved	evolve	VERB
easat-7445	39	17	into	into	ADP
easat-7445	39	18	predictive	predictive	ADJ
easat-7445	39	19	maintenance	maintenance	NOUN
easat-7445	39	20	,	,	PUNCT
easat-7445	39	21	which	which	PRON
easat-7445	39	22	uses	use	VERB
easat-7445	39	23	data	datum	NOUN
easat-7445	39	24	analytics	analytic	NOUN
easat-7445	39	25	to	to	PART
easat-7445	39	26	predict	predict	VERB
easat-7445	39	27	damage	damage	NOUN
easat-7445	39	28	.	.	PUNCT
easat-7445	40	1	currently	currently	ADV
easat-7445	40	2	,	,	PUNCT
easat-7445	40	3	maintenance	maintenance	NOUN
easat-7445	40	4	management	management	NOUN
easat-7445	40	5	is	be	AUX
easat-7445	40	6	an	an	DET
easat-7445	40	7	important	important	ADJ
easat-7445	40	8	element	element	NOUN
easat-7445	40	9	of	of	ADP
easat-7445	40	10	operations	operation	NOUN
easat-7445	40	11	strategy	strategy	NOUN
easat-7445	40	12	in	in	ADP
easat-7445	40	13	the	the	DET
easat-7445	40	14	manufacturing	manufacturing	NOUN
easat-7445	40	15	industry	industry	NOUN
easat-7445	40	16	,	,	PUNCT
easat-7445	40	17	which	which	PRON
easat-7445	40	18	focuses	focus	VERB
easat-7445	40	19	on	on	ADP
easat-7445	40	20	a	a	DET
easat-7445	40	21	holistic	holistic	ADJ
easat-7445	40	22	approach	approach	NOUN
easat-7445	40	23	to	to	PART
easat-7445	40	24	increase	increase	VERB
easat-7445	40	25	efficiency	efficiency	NOUN
easat-7445	40	26	,	,	PUNCT
easat-7445	40	27	reduce	reduce	VERB
easat-7445	40	28	costs	cost	NOUN
easat-7445	40	29	and	and	CCONJ
easat-7445	40	30	maintain	maintain	VERB
easat-7445	40	31	safety	safety	NOUN
easat-7445	40	32	standards	standard	NOUN
easat-7445	40	33	[	[	X
easat-7445	40	34	10	10	NUM
easat-7445	40	35	,	,	PUNCT
easat-7445	40	36	11	11	NUM
easat-7445	40	37	]	]	PUNCT
easat-7445	40	38	.	.	PUNCT
easat-7445	41	1	2.2	2.2	NUM
easat-7445	41	2	.	.	PUNCT
easat-7445	42	1	intelligent	intelligent	ADJ
easat-7445	42	2	maintenance	maintenance	NOUN
easat-7445	42	3	approaches	approach	VERB
easat-7445	42	4	smart	smart	ADJ
easat-7445	42	5	maintenance	maintenance	NOUN
easat-7445	42	6	approaches	approach	NOUN
easat-7445	42	7	have	have	AUX
easat-7445	42	8	evolved	evolve	VERB
easat-7445	42	9	from	from	ADP
easat-7445	42	10	traditional	traditional	ADJ
easat-7445	42	11	approaches	approach	NOUN
easat-7445	42	12	to	to	ADP
easat-7445	42	13	the	the	DET
easat-7445	42	14	application	application	NOUN
easat-7445	42	15	of	of	ADP
easat-7445	42	16	advanced	advanced	ADJ
easat-7445	42	17	technologies	technology	NOUN
easat-7445	42	18	and	and	CCONJ
easat-7445	42	19	data	datum	NOUN
easat-7445	42	20	analytics	analytic	NOUN
easat-7445	42	21	and	and	CCONJ
easat-7445	42	22	are	be	AUX
easat-7445	42	23	categorized	categorize	VERB
easat-7445	42	24	into	into	ADP
easat-7445	42	25	three	three	NUM
easat-7445	42	26	stages	stage	NOUN
easat-7445	42	27	of	of	ADP
easat-7445	42	28	development	development	NOUN
easat-7445	42	29	based	base	VERB
easat-7445	42	30	on	on	ADP
easat-7445	42	31	their	their	PRON
easat-7445	42	32	complexity	complexity	NOUN
easat-7445	42	33	.	.	PUNCT
easat-7445	43	1	the	the	DET
easat-7445	43	2	first	first	ADJ
easat-7445	43	3	stage	stage	NOUN
easat-7445	43	4	is	be	AUX
easat-7445	43	5	condition	condition	NOUN
easat-7445	43	6	-	-	PUNCT
easat-7445	43	7	based	base	VERB
easat-7445	43	8	maintenance	maintenance	NOUN
easat-7445	43	9	,	,	PUNCT
easat-7445	43	10	which	which	PRON
easat-7445	43	11	uses	use	VERB
easat-7445	43	12	data	datum	NOUN
easat-7445	43	13	from	from	ADP
easat-7445	43	14	sensors	sensor	NOUN
easat-7445	43	15	or	or	CCONJ
easat-7445	43	16	inspections	inspection	NOUN
easat-7445	43	17	to	to	PART
easat-7445	43	18	decide	decide	VERB
easat-7445	43	19	when	when	SCONJ
easat-7445	43	20	maintenance	maintenance	NOUN
easat-7445	43	21	needs	need	VERB
easat-7445	43	22	to	to	PART
easat-7445	43	23	be	be	AUX
easat-7445	43	24	carried	carry	VERB
easat-7445	43	25	out	out	ADP
easat-7445	43	26	.	.	PUNCT
easat-7445	44	1	this	this	DET
easat-7445	44	2	strategy	strategy	NOUN
easat-7445	44	3	is	be	AUX
easat-7445	44	4	beneficial	beneficial	ADJ
easat-7445	44	5	for	for	ADP
easat-7445	44	6	increasing	increase	VERB
easat-7445	44	7	competitiveness	competitiveness	NOUN
easat-7445	44	8	in	in	ADP
easat-7445	44	9	the	the	DET
easat-7445	44	10	manufacturing	manufacturing	NOUN
easat-7445	44	11	industry	industry	NOUN
easat-7445	44	12	as	as	SCONJ
easat-7445	44	13	it	it	PRON
easat-7445	44	14	reduces	reduce	VERB
easat-7445	44	15	unexpected	unexpected	ADJ
easat-7445	44	16	downtime	downtime	NOUN
easat-7445	44	17	by	by	ADP
easat-7445	44	18	continuously	continuously	ADV
easat-7445	44	19	monitoring	monitor	VERB
easat-7445	44	20	the	the	DET
easat-7445	44	21	condition	condition	NOUN
easat-7445	44	22	of	of	ADP
easat-7445	44	23	the	the	DET
easat-7445	44	24	machine	machine	NOUN
easat-7445	44	25	,	,	PUNCT
easat-7445	44	26	reduces	reduce	VERB
easat-7445	44	27	costs	cost	NOUN
easat-7445	44	28	by	by	ADP
easat-7445	44	29	avoiding	avoid	VERB
easat-7445	44	30	unnecessary	unnecessary	ADJ
easat-7445	44	31	maintenance	maintenance	NOUN
easat-7445	44	32	and	and	CCONJ
easat-7445	44	33	increases	increase	VERB
easat-7445	44	34	production	production	NOUN
easat-7445	44	35	efficiency	efficiency	NOUN
easat-7445	44	36	by	by	ADP
easat-7445	44	37	reducing	reduce	VERB
easat-7445	44	38	downtime	downtime	NOUN
easat-7445	44	39	and	and	CCONJ
easat-7445	44	40	increasing	increase	VERB
easat-7445	44	41	the	the	DET
easat-7445	44	42	reliability	reliability	NOUN
easat-7445	44	43	of	of	ADP
easat-7445	44	44	the	the	DET
easat-7445	44	45	machines	machine	NOUN
easat-7445	44	46	[	[	X
easat-7445	44	47	8	8	NUM
easat-7445	44	48	]	]	PUNCT
easat-7445	44	49	.	.	PUNCT
easat-7445	45	1	the	the	DET
easat-7445	45	2	second	second	ADJ
easat-7445	45	3	level	level	NOUN
easat-7445	45	4	is	be	AUX
easat-7445	45	5	predictive	predictive	ADJ
easat-7445	45	6	maintenance	maintenance	NOUN
easat-7445	45	7	,	,	PUNCT
easat-7445	45	8	which	which	PRON
easat-7445	45	9	builds	build	VERB
easat-7445	45	10	on	on	ADP
easat-7445	45	11	the	the	DET
easat-7445	45	12	first	first	ADJ
easat-7445	45	13	level	level	NOUN
easat-7445	45	14	by	by	ADP
easat-7445	45	15	using	use	VERB
easat-7445	45	16	advanced	advanced	ADJ
easat-7445	45	17	analytics	analytic	NOUN
easat-7445	45	18	and	and	CCONJ
easat-7445	45	19	real	real	ADJ
easat-7445	45	20	-	-	PUNCT
easat-7445	45	21	time	time	NOUN
easat-7445	45	22	data	datum	NOUN
easat-7445	45	23	to	to	PART
easat-7445	45	24	predict	predict	VERB
easat-7445	45	25	machine	machine	NOUN
easat-7445	45	26	failures	failure	NOUN
easat-7445	45	27	before	before	SCONJ
easat-7445	45	28	they	they	PRON
easat-7445	45	29	occur	occur	VERB
easat-7445	45	30	[	[	X
easat-7445	45	31	5	5	NUM
easat-7445	45	32	]	]	PUNCT
easat-7445	45	33	.	.	PUNCT
easat-7445	46	1	the	the	DET
easat-7445	46	2	highest	high	ADJ
easat-7445	46	3	level	level	NOUN
easat-7445	46	4	is	be	AUX
easat-7445	46	5	prescriptive	prescriptive	ADJ
easat-7445	46	6	maintenance	maintenance	NOUN
easat-7445	46	7	,	,	PUNCT
easat-7445	46	8	which	which	PRON
easat-7445	46	9	uses	use	VERB
easat-7445	46	10	artificial	artificial	ADJ
easat-7445	46	11	intelligence	intelligence	NOUN
easat-7445	46	12	and	and	CCONJ
easat-7445	46	13	machine	machine	NOUN
easat-7445	46	14	learning	learn	VERB
easat-7445	46	15	to	to	PART
easat-7445	46	16	analyze	analyze	VERB
easat-7445	46	17	data	datum	NOUN
easat-7445	46	18	and	and	CCONJ
easat-7445	46	19	recommends	recommend	VERB
easat-7445	46	20	the	the	DET
easat-7445	46	21	most	most	ADV
easat-7445	46	22	appropriate	appropriate	ADJ
easat-7445	46	23	course	course	NOUN
easat-7445	46	24	of	of	ADP
easat-7445	46	25	action	action	NOUN
easat-7445	46	26	[	[	X
easat-7445	46	27	6	6	NUM
easat-7445	46	28	]	]	PUNCT
easat-7445	46	29	.	.	PUNCT
easat-7445	47	1	2241	2241	NUM
easat-7445	47	2	edelweiss	edelweiss	PROPN
easat-7445	47	3	applied	apply	VERB
easat-7445	47	4	science	science	NOUN
easat-7445	47	5	and	and	CCONJ
easat-7445	47	6	technology	technology	NOUN
easat-7445	47	7	issn	issn	PROPN
easat-7445	47	8	:	:	PUNCT
easat-7445	47	9	2576	2576	NUM
easat-7445	47	10	-	-	SYM
easat-7445	47	11	8484	8484	NUM
easat-7445	47	12	vol	vol	NOUN
easat-7445	47	13	.	.	PROPN
easat-7445	48	1	9	9	NUM
easat-7445	48	2	,	,	PUNCT
easat-7445	48	3	no	no	INTJ
easat-7445	48	4	.	.	NOUN
easat-7445	48	5	5	5	NUM
easat-7445	48	6	:	:	SYM
easat-7445	48	7	2239	2239	NUM
easat-7445	48	8	-	-	SYM
easat-7445	48	9	2247	2247	NUM
easat-7445	48	10	,	,	PUNCT
easat-7445	48	11	2025	2025	NUM
easat-7445	48	12	doi	doi	NOUN
easat-7445	48	13	:	:	PUNCT
easat-7445	48	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	48	15	©	©	PROPN
easat-7445	48	16	2025	2025	NUM
easat-7445	48	17	by	by	ADP
easat-7445	48	18	the	the	DET
easat-7445	48	19	authors	author	NOUN
easat-7445	48	20	;	;	PUNCT
easat-7445	49	1	licensee	licensee	PROPN
easat-7445	49	2	learning	learn	VERB
easat-7445	49	3	gate	gate	NOUN
easat-7445	49	4	table	table	NOUN
easat-7445	49	5	1	1	NUM
easat-7445	49	6	.	.	PUNCT
easat-7445	49	7	smart	smart	ADJ
easat-7445	49	8	maintenance	maintenance	NOUN
easat-7445	49	9	maturity	maturity	NOUN
easat-7445	49	10	model	model	NOUN
easat-7445	49	11	.	.	PUNCT
easat-7445	50	1	development	development	NOUN
easat-7445	50	2	level	level	NOUN
easat-7445	50	3	key	key	NOUN
easat-7445	50	4	features	feature	NOUN
easat-7445	50	5	of	of	ADP
easat-7445	50	6	maintenance	maintenance	NOUN
easat-7445	50	7	systems	system	NOUN
easat-7445	50	8	key	key	NOUN
easat-7445	50	9	technologies	technology	NOUN
easat-7445	50	10	used	use	VERB
easat-7445	50	11	level	level	NOUN
easat-7445	50	12	1	1	NUM
easat-7445	50	13	reactive	reactive	ADJ
easat-7445	50	14	maintenance	maintenance	NOUN
easat-7445	50	15	fix	fix	NOUN
easat-7445	50	16	when	when	SCONJ
easat-7445	50	17	machines	machine	NOUN
easat-7445	50	18	break	break	VERB
easat-7445	50	19	down	down	ADP
easat-7445	50	20	no	no	DET
easat-7445	50	21	technology	technology	NOUN
easat-7445	50	22	level	level	NOUN
easat-7445	50	23	2	2	NUM
easat-7445	50	24	preventive	preventive	ADJ
easat-7445	50	25	maintenance	maintenance	NOUN
easat-7445	50	26	schedule	schedule	NOUN
easat-7445	50	27	repairs	repair	NOUN
easat-7445	50	28	cmms	cmms	NOUN
easat-7445	50	29	(	(	PUNCT
easat-7445	50	30	computerized	computerized	ADJ
easat-7445	50	31	maintenance	maintenance	NOUN
easat-7445	50	32	management	management	NOUN
easat-7445	50	33	system	system	NOUN
easat-7445	50	34	)	)	PUNCT
easat-7445	50	35	level	level	NOUN
easat-7445	50	36	3	3	NUM
easat-7445	50	37	condition	condition	NOUN
easat-7445	50	38	-	-	PUNCT
easat-7445	50	39	based	base	VERB
easat-7445	50	40	maintenance	maintenance	NOUN
easat-7445	50	41	monitor	monitor	NOUN
easat-7445	50	42	machines	machine	NOUN
easat-7445	50	43	via	via	ADP
easat-7445	50	44	sensors	sensor	NOUN
easat-7445	50	45	iot	iot	NOUN
easat-7445	50	46	,	,	PUNCT
easat-7445	50	47	sensor	sensor	NOUN
easat-7445	50	48	level	level	NOUN
easat-7445	50	49	4	4	NUM
easat-7445	50	50	predictive	predictive	ADJ
easat-7445	50	51	maintenance	maintenance	NOUN
easat-7445	50	52	predict	predict	VERB
easat-7445	50	53	damage	damage	NOUN
easat-7445	50	54	with	with	ADP
easat-7445	50	55	ai	ai	NOUN
easat-7445	50	56	and	and	CCONJ
easat-7445	50	57	real	real	ADJ
easat-7445	50	58	-	-	PUNCT
easat-7445	50	59	time	time	NOUN
easat-7445	50	60	data	datum	NOUN
easat-7445	50	61	ai	ai	VERB
easat-7445	50	62	,	,	PUNCT
easat-7445	50	63	machine	machine	NOUN
easat-7445	50	64	learning	learning	NOUN
easat-7445	50	65	level	level	NOUN
easat-7445	50	66	5	5	NUM
easat-7445	50	67	prescriptive	prescriptive	NOUN
easat-7445	50	68	maintenance	maintenance	NOUN
easat-7445	50	69	automated	automate	VERB
easat-7445	50	70	decision	decision	NOUN
easat-7445	50	71	-	-	PUNCT
easat-7445	50	72	making	make	VERB
easat-7445	50	73	and	and	CCONJ
easat-7445	50	74	data	datum	NOUN
easat-7445	50	75	analysis	analysis	NOUN
easat-7445	50	76	digital	digital	ADJ
easat-7445	50	77	twin	twin	ADJ
easat-7445	50	78	,	,	PUNCT
easat-7445	50	79	big	big	ADJ
easat-7445	50	80	data	datum	NOUN
easat-7445	50	81	source	source	NOUN
easat-7445	50	82	:	:	PUNCT
easat-7445	50	83	anaba	anaba	PROPN
easat-7445	50	84	,	,	PUNCT
easat-7445	50	85	et	et	PROPN
easat-7445	50	86	al	al	PROPN
easat-7445	50	87	.	.	PUNCT
easat-7445	51	1	[	[	X
easat-7445	51	2	12	12	NUM
easat-7445	51	3	]	]	PUNCT
easat-7445	51	4	and	and	CCONJ
easat-7445	51	5	maier	maier	PROPN
easat-7445	51	6	,	,	PUNCT
easat-7445	51	7	et	et	PROPN
easat-7445	51	8	al	al	PROPN
easat-7445	51	9	.	.	PUNCT
easat-7445	52	1	[	[	X
easat-7445	52	2	13	13	NUM
easat-7445	52	3	]	]	SYM
easat-7445	52	4	2.3	2.3	NUM
easat-7445	52	5	.	.	PUNCT
easat-7445	52	6	proactive	proactive	ADJ
easat-7445	52	7	maintenance	maintenance	NOUN
easat-7445	52	8	strategy	strategy	NOUN
easat-7445	52	9	and	and	CCONJ
easat-7445	52	10	asset	asset	NOUN
easat-7445	52	11	reliability	reliability	NOUN
easat-7445	52	12	management	management	NOUN
easat-7445	52	13	proactive	proactive	ADJ
easat-7445	52	14	maintenance	maintenance	NOUN
easat-7445	52	15	is	be	AUX
easat-7445	52	16	a	a	DET
easat-7445	52	17	strategy	strategy	NOUN
easat-7445	52	18	that	that	PRON
easat-7445	52	19	focuses	focus	VERB
easat-7445	52	20	on	on	ADP
easat-7445	52	21	reducing	reduce	VERB
easat-7445	52	22	the	the	DET
easat-7445	52	23	need	need	NOUN
easat-7445	52	24	for	for	ADP
easat-7445	52	25	future	future	ADJ
easat-7445	52	26	maintenance	maintenance	NOUN
easat-7445	52	27	by	by	ADP
easat-7445	52	28	upgrading	upgrade	VERB
easat-7445	52	29	or	or	CCONJ
easat-7445	52	30	replacing	replace	VERB
easat-7445	52	31	parts	part	NOUN
easat-7445	52	32	to	to	PART
easat-7445	52	33	be	be	AUX
easat-7445	52	34	more	more	ADV
easat-7445	52	35	durable	durable	ADJ
easat-7445	52	36	,	,	PUNCT
easat-7445	52	37	including	include	VERB
easat-7445	52	38	considering	consider	VERB
easat-7445	52	39	designing	design	VERB
easat-7445	52	40	new	new	ADJ
easat-7445	52	41	machines	machine	NOUN
easat-7445	52	42	to	to	PART
easat-7445	52	43	repair	repair	VERB
easat-7445	52	44	damage	damage	NOUN
easat-7445	52	45	that	that	PRON
easat-7445	52	46	has	have	AUX
easat-7445	52	47	occurred	occur	VERB
easat-7445	52	48	in	in	ADP
easat-7445	52	49	the	the	DET
easat-7445	52	50	past	past	NOUN
easat-7445	52	51	[	[	X
easat-7445	52	52	7	7	NUM
easat-7445	52	53	]	]	PUNCT
easat-7445	52	54	.	.	PUNCT
easat-7445	53	1	reliability	reliability	NOUN
easat-7445	53	2	centered	center	VERB
easat-7445	53	3	maintenance	maintenance	NOUN
easat-7445	53	4	(	(	PUNCT
easat-7445	53	5	rcm	rcm	PROPN
easat-7445	53	6	)	)	PUNCT
easat-7445	53	7	is	be	AUX
easat-7445	53	8	a	a	DET
easat-7445	53	9	strategy	strategy	NOUN
easat-7445	53	10	that	that	PRON
easat-7445	53	11	complements	complement	VERB
easat-7445	53	12	proactive	proactive	ADJ
easat-7445	53	13	maintenance	maintenance	NOUN
easat-7445	53	14	with	with	ADP
easat-7445	53	15	systematic	systematic	ADJ
easat-7445	53	16	analysis	analysis	NOUN
easat-7445	53	17	.	.	PUNCT
easat-7445	54	1	according	accord	VERB
easat-7445	54	2	to	to	ADP
easat-7445	54	3	a	a	DET
easat-7445	54	4	study	study	NOUN
easat-7445	54	5	by	by	ADP
easat-7445	54	6	bohrey	bohrey	ADP
easat-7445	54	7	and	and	CCONJ
easat-7445	54	8	chatpalliwar	chatpalliwar	VERB
easat-7445	54	9	[	[	X
easat-7445	54	10	14	14	NUM
easat-7445	54	11	]	]	PUNCT
easat-7445	54	12	companies	company	NOUN
easat-7445	54	13	that	that	PRON
easat-7445	54	14	applied	apply	VERB
easat-7445	54	15	for	for	ADP
easat-7445	54	16	rcm	rcm	PROPN
easat-7445	54	17	were	be	AUX
easat-7445	54	18	able	able	ADJ
easat-7445	54	19	to	to	PART
easat-7445	54	20	increase	increase	VERB
easat-7445	54	21	equipment	equipment	NOUN
easat-7445	54	22	availability	availability	NOUN
easat-7445	54	23	by	by	ADP
easat-7445	54	24	up	up	ADP
easat-7445	54	25	to	to	PART
easat-7445	54	26	6	6	NUM
easat-7445	54	27	percent	percent	NOUN
easat-7445	54	28	and	and	CCONJ
easat-7445	54	29	reduce	reduce	VERB
easat-7445	54	30	downtime	downtime	NOUN
easat-7445	54	31	by	by	ADP
easat-7445	54	32	15	15	NUM
easat-7445	54	33	percent	percent	NOUN
easat-7445	54	34	.	.	PUNCT
easat-7445	55	1	the	the	DET
easat-7445	55	2	rcm	rcm	PROPN
easat-7445	55	3	process	process	NOUN
easat-7445	55	4	consists	consist	VERB
easat-7445	55	5	of	of	ADP
easat-7445	55	6	several	several	ADJ
easat-7445	55	7	important	important	ADJ
easat-7445	55	8	steps	step	NOUN
easat-7445	55	9	:	:	PUNCT
easat-7445	55	10	analyzing	analyze	VERB
easat-7445	55	11	the	the	DET
easat-7445	55	12	system	system	NOUN
easat-7445	55	13	's	's	PART
easat-7445	55	14	functional	functional	ADJ
easat-7445	55	15	and	and	CCONJ
easat-7445	55	16	performance	performance	NOUN
easat-7445	55	17	standards	standard	NOUN
easat-7445	55	18	,	,	PUNCT
easat-7445	55	19	identifying	identify	VERB
easat-7445	55	20	failure	failure	NOUN
easat-7445	55	21	modes	mode	NOUN
easat-7445	55	22	and	and	CCONJ
easat-7445	55	23	their	their	PRON
easat-7445	55	24	potential	potential	ADJ
easat-7445	55	25	impact	impact	NOUN
easat-7445	55	26	,	,	PUNCT
easat-7445	55	27	prioritizing	prioritize	VERB
easat-7445	55	28	equipment	equipment	NOUN
easat-7445	55	29	based	base	VERB
easat-7445	55	30	on	on	ADP
easat-7445	55	31	risk	risk	NOUN
easat-7445	55	32	levels	level	NOUN
easat-7445	55	33	,	,	PUNCT
easat-7445	55	34	determining	determine	VERB
easat-7445	55	35	the	the	DET
easat-7445	55	36	appropriate	appropriate	ADJ
easat-7445	55	37	maintenance	maintenance	NOUN
easat-7445	55	38	schedule	schedule	NOUN
easat-7445	55	39	for	for	ADP
easat-7445	55	40	each	each	DET
easat-7445	55	41	piece	piece	NOUN
easat-7445	55	42	of	of	ADP
easat-7445	55	43	equipment	equipment	NOUN
easat-7445	55	44	,	,	PUNCT
easat-7445	55	45	and	and	CCONJ
easat-7445	55	46	continuously	continuously	ADV
easat-7445	55	47	monitoring	monitor	VERB
easat-7445	55	48	and	and	CCONJ
easat-7445	55	49	improving	improve	VERB
easat-7445	55	50	the	the	DET
easat-7445	55	51	maintenance	maintenance	NOUN
easat-7445	55	52	schedule	schedule	NOUN
easat-7445	55	53	for	for	ADP
easat-7445	55	54	maximum	maximum	ADJ
easat-7445	55	55	efficiency	efficiency	NOUN
easat-7445	55	56	[	[	X
easat-7445	55	57	14	14	NUM
easat-7445	55	58	]	]	SYM
easat-7445	55	59	.	.	PUNCT
easat-7445	56	1	2.4	2.4	NUM
easat-7445	56	2	.	.	PUNCT
easat-7445	56	3	using	use	VERB
easat-7445	56	4	technology	technology	NOUN
easat-7445	56	5	and	and	CCONJ
easat-7445	56	6	innovation	innovation	NOUN
easat-7445	56	7	to	to	PART
easat-7445	56	8	support	support	VERB
easat-7445	56	9	modern	modern	ADJ
easat-7445	56	10	maintenance	maintenance	NOUN
easat-7445	56	11	maintenance	maintenance	NOUN
easat-7445	56	12	in	in	ADP
easat-7445	56	13	the	the	DET
easat-7445	56	14	digital	digital	ADJ
easat-7445	56	15	age	age	NOUN
easat-7445	56	16	has	have	AUX
easat-7445	56	17	evolved	evolve	VERB
easat-7445	56	18	dramatically	dramatically	ADV
easat-7445	56	19	through	through	ADP
easat-7445	56	20	the	the	DET
easat-7445	56	21	integration	integration	NOUN
easat-7445	56	22	of	of	ADP
easat-7445	56	23	modern	modern	ADJ
easat-7445	56	24	technology	technology	NOUN
easat-7445	56	25	and	and	CCONJ
easat-7445	56	26	traditional	traditional	ADJ
easat-7445	56	27	maintenance	maintenance	NOUN
easat-7445	56	28	.	.	PUNCT
easat-7445	57	1	three	three	NUM
easat-7445	57	2	key	key	ADJ
easat-7445	57	3	elements	element	NOUN
easat-7445	57	4	are	be	AUX
easat-7445	57	5	interlinked	interlink	VERB
easat-7445	57	6	and	and	CCONJ
easat-7445	57	7	mutually	mutually	ADV
easat-7445	57	8	reinforced	reinforce	VERB
easat-7445	57	9	.	.	PUNCT
easat-7445	58	1	starting	start	VERB
easat-7445	58	2	with	with	ADP
easat-7445	58	3	the	the	DET
easat-7445	58	4	internet	internet	NOUN
easat-7445	58	5	of	of	ADP
easat-7445	58	6	things	thing	NOUN
easat-7445	58	7	(	(	PUNCT
easat-7445	58	8	iot	iot	NOUN
easat-7445	58	9	)	)	PUNCT
easat-7445	58	10	,	,	PUNCT
easat-7445	58	11	the	the	DET
easat-7445	58	12	cornerstone	cornerstone	NOUN
easat-7445	58	13	of	of	ADP
easat-7445	58	14	modern	modern	ADJ
easat-7445	58	15	maintenance	maintenance	NOUN
easat-7445	58	16	,	,	PUNCT
easat-7445	58	17	studies	study	NOUN
easat-7445	58	18	have	have	AUX
easat-7445	58	19	shown	show	VERB
easat-7445	58	20	that	that	SCONJ
easat-7445	58	21	iot	iot	NOUN
easat-7445	58	22	-	-	PUNCT
easat-7445	58	23	based	base	VERB
easat-7445	58	24	predictive	predictive	ADJ
easat-7445	58	25	maintenance	maintenance	NOUN
easat-7445	58	26	systems	system	NOUN
easat-7445	58	27	can	can	AUX
easat-7445	58	28	significantly	significantly	ADV
easat-7445	58	29	extend	extend	VERB
easat-7445	58	30	the	the	DET
easat-7445	58	31	service	service	NOUN
easat-7445	58	32	life	life	NOUN
easat-7445	58	33	of	of	ADP
easat-7445	58	34	machines	machine	NOUN
easat-7445	58	35	.	.	PUNCT
easat-7445	59	1	the	the	DET
easat-7445	59	2	principles	principle	NOUN
easat-7445	59	3	of	of	ADP
easat-7445	59	4	iot	iot	NOUN
easat-7445	59	5	in	in	ADP
easat-7445	59	6	maintenance	maintenance	NOUN
easat-7445	59	7	include	include	VERB
easat-7445	59	8	the	the	DET
easat-7445	59	9	collection	collection	NOUN
easat-7445	59	10	of	of	ADP
easat-7445	59	11	real	real	ADJ
easat-7445	59	12	-	-	PUNCT
easat-7445	59	13	time	time	NOUN
easat-7445	59	14	data	datum	NOUN
easat-7445	59	15	from	from	ADP
easat-7445	59	16	sensors	sensor	NOUN
easat-7445	59	17	,	,	PUNCT
easat-7445	59	18	continuous	continuous	ADJ
easat-7445	59	19	monitoring	monitoring	NOUN
easat-7445	59	20	of	of	ADP
easat-7445	59	21	machine	machine	NOUN
easat-7445	59	22	performance	performance	NOUN
easat-7445	59	23	,	,	PUNCT
easat-7445	59	24	providing	provide	VERB
easat-7445	59	25	immediate	immediate	ADJ
easat-7445	59	26	notification	notification	NOUN
easat-7445	59	27	of	of	ADP
easat-7445	59	28	abnormalities	abnormality	NOUN
easat-7445	59	29	,	,	PUNCT
easat-7445	59	30	and	and	CCONJ
easat-7445	59	31	the	the	DET
easat-7445	59	32	collection	collection	NOUN
easat-7445	59	33	of	of	ADP
easat-7445	59	34	data	datum	NOUN
easat-7445	59	35	for	for	ADP
easat-7445	59	36	in	in	ADP
easat-7445	59	37	-	-	PUNCT
easat-7445	59	38	depth	depth	NOUN
easat-7445	59	39	analysis	analysis	NOUN
easat-7445	59	40	.	.	PUNCT
easat-7445	60	1	in	in	ADP
easat-7445	60	2	the	the	DET
easat-7445	60	3	context	context	NOUN
easat-7445	60	4	of	of	ADP
easat-7445	60	5	industrial	industrial	ADJ
easat-7445	60	6	systems	system	NOUN
easat-7445	60	7	,	,	PUNCT
easat-7445	60	8	the	the	DET
easat-7445	60	9	integration	integration	NOUN
easat-7445	60	10	of	of	ADP
easat-7445	60	11	machine	machine	NOUN
easat-7445	60	12	learning	learn	VERB
easat-7445	60	13	with	with	ADP
easat-7445	60	14	iot	iot	ADJ
easat-7445	60	15	sensors	sensor	NOUN
easat-7445	60	16	has	have	AUX
easat-7445	60	17	been	be	AUX
easat-7445	60	18	shown	show	VERB
easat-7445	60	19	to	to	PART
easat-7445	60	20	improve	improve	VERB
easat-7445	60	21	machine	machine	NOUN
easat-7445	60	22	uptime	uptime	NOUN
easat-7445	60	23	by	by	ADP
easat-7445	60	24	5.5	5.5	NUM
easat-7445	60	25	percent	percent	NOUN
easat-7445	60	26	,	,	PUNCT
easat-7445	60	27	highlighting	highlight	VERB
easat-7445	60	28	the	the	DET
easat-7445	60	29	effectiveness	effectiveness	NOUN
easat-7445	60	30	of	of	ADP
easat-7445	60	31	real	real	ADJ
easat-7445	60	32	-	-	PUNCT
easat-7445	60	33	time	time	NOUN
easat-7445	60	34	monitoring	monitoring	NOUN
easat-7445	60	35	in	in	ADP
easat-7445	60	36	reducing	reduce	VERB
easat-7445	60	37	machine	machine	NOUN
easat-7445	60	38	downtime	downtime	NOUN
easat-7445	61	1	[	[	X
easat-7445	61	2	8	8	NUM
easat-7445	61	3	]	]	PUNCT
easat-7445	61	4	.	.	PUNCT
easat-7445	62	1	artificial	artificial	ADJ
easat-7445	62	2	intelligence	intelligence	NOUN
easat-7445	62	3	(	(	PUNCT
easat-7445	62	4	ai	ai	PROPN
easat-7445	62	5	)	)	PUNCT
easat-7445	62	6	is	be	AUX
easat-7445	62	7	the	the	DET
easat-7445	62	8	second	second	ADJ
easat-7445	62	9	component	component	NOUN
easat-7445	62	10	that	that	PRON
easat-7445	62	11	works	work	VERB
easat-7445	62	12	in	in	ADP
easat-7445	62	13	tandem	tandem	NOUN
easat-7445	62	14	with	with	ADP
easat-7445	62	15	iot	iot	NOUN
easat-7445	62	16	by	by	ADP
easat-7445	62	17	processing	process	VERB
easat-7445	62	18	big	big	ADJ
easat-7445	62	19	data	datum	NOUN
easat-7445	62	20	through	through	ADP
easat-7445	62	21	advanced	advanced	ADJ
easat-7445	62	22	algorithms	algorithm	NOUN
easat-7445	62	23	.	.	PUNCT
easat-7445	63	1	the	the	DET
easat-7445	63	2	application	application	NOUN
easat-7445	63	3	of	of	ADP
easat-7445	63	4	ai	ai	NOUN
easat-7445	63	5	in	in	ADP
easat-7445	63	6	maintenance	maintenance	NOUN
easat-7445	63	7	includes	include	VERB
easat-7445	63	8	machine	machine	NOUN
easat-7445	63	9	failure	failure	NOUN
easat-7445	63	10	prediction	prediction	NOUN
easat-7445	63	11	,	,	PUNCT
easat-7445	63	12	root	root	NOUN
easat-7445	63	13	cause	cause	VERB
easat-7445	63	14	analysis	analysis	NOUN
easat-7445	63	15	,	,	PUNCT
easat-7445	63	16	automatic	automatic	ADJ
easat-7445	63	17	maintenance	maintenance	NOUN
easat-7445	63	18	scheduling	scheduling	NOUN
easat-7445	63	19	and	and	CCONJ
easat-7445	63	20	continuous	continuous	ADJ
easat-7445	63	21	improvement	improvement	NOUN
easat-7445	63	22	of	of	ADP
easat-7445	63	23	work	work	NOUN
easat-7445	63	24	efficiency	efficiency	NOUN
easat-7445	64	1	[	[	X
easat-7445	64	2	6	6	NUM
easat-7445	64	3	]	]	PUNCT
easat-7445	64	4	.	.	PUNCT
easat-7445	65	1	the	the	DET
easat-7445	65	2	last	last	ADJ
easat-7445	65	3	component	component	NOUN
easat-7445	65	4	is	be	AUX
easat-7445	65	5	smart	smart	ADJ
easat-7445	65	6	maintenance	maintenance	NOUN
easat-7445	65	7	,	,	PUNCT
easat-7445	65	8	where	where	SCONJ
easat-7445	65	9	machines	machine	NOUN
easat-7445	65	10	located	locate	VERB
easat-7445	65	11	along	along	ADP
easat-7445	65	12	the	the	DET
easat-7445	65	13	production	production	NOUN
easat-7445	65	14	line	line	NOUN
easat-7445	65	15	can	can	AUX
easat-7445	65	16	communicate	communicate	VERB
easat-7445	65	17	with	with	ADP
easat-7445	65	18	the	the	DET
easat-7445	65	19	relevant	relevant	ADJ
easat-7445	65	20	personnel	personnel	NOUN
easat-7445	65	21	to	to	PART
easat-7445	65	22	explain	explain	VERB
easat-7445	65	23	the	the	DET
easat-7445	65	24	operating	operate	VERB
easat-7445	65	25	status	status	NOUN
easat-7445	65	26	of	of	ADP
easat-7445	65	27	the	the	DET
easat-7445	65	28	machines	machine	NOUN
easat-7445	65	29	and	and	CCONJ
easat-7445	65	30	the	the	DET
easat-7445	65	31	required	require	VERB
easat-7445	65	32	maintenance	maintenance	NOUN
easat-7445	65	33	intervals	interval	NOUN
easat-7445	65	34	,	,	PUNCT
easat-7445	65	35	which	which	PRON
easat-7445	65	36	can	can	AUX
easat-7445	65	37	be	be	AUX
easat-7445	65	38	managed	manage	VERB
easat-7445	65	39	in	in	ADP
easat-7445	65	40	real	real	ADJ
easat-7445	65	41	time	time	NOUN
easat-7445	65	42	for	for	ADP
easat-7445	65	43	strategic	strategic	ADJ
easat-7445	65	44	resource	resource	NOUN
easat-7445	65	45	allocation	allocation	NOUN
easat-7445	65	46	via	via	ADP
easat-7445	65	47	the	the	DET
easat-7445	65	48	network	network	NOUN
easat-7445	65	49	.	.	PUNCT
easat-7445	66	1	this	this	DET
easat-7445	66	2	system	system	NOUN
easat-7445	66	3	can	can	AUX
easat-7445	66	4	retrieve	retrieve	VERB
easat-7445	66	5	relevant	relevant	ADJ
easat-7445	66	6	information	information	NOUN
easat-7445	66	7	instantly	instantly	ADV
easat-7445	66	8	.	.	PUNCT
easat-7445	67	1	this	this	PRON
easat-7445	67	2	increases	increase	VERB
easat-7445	67	3	production	production	NOUN
easat-7445	67	4	efficiency	efficiency	NOUN
easat-7445	67	5	and	and	CCONJ
easat-7445	67	6	reduces	reduce	VERB
easat-7445	67	7	maintenance	maintenance	NOUN
easat-7445	67	8	costs	cost	NOUN
easat-7445	67	9	[	[	X
easat-7445	67	10	9	9	NUM
easat-7445	67	11	]	]	PUNCT
easat-7445	67	12	.	.	PUNCT
easat-7445	68	1	2.5	2.5	NUM
easat-7445	68	2	.	.	PUNCT
easat-7445	69	1	human	human	ADJ
easat-7445	69	2	resource	resource	NOUN
easat-7445	69	3	development	development	NOUN
easat-7445	69	4	to	to	PART
easat-7445	69	5	support	support	VERB
easat-7445	69	6	modern	modern	ADJ
easat-7445	69	7	maintenance	maintenance	NOUN
easat-7445	69	8	innovations	innovation	NOUN
easat-7445	69	9	2.5.1	2.5.1	NUM
easat-7445	69	10	.	.	PUNCT
easat-7445	70	1	training	training	NOUN
easat-7445	70	2	and	and	CCONJ
easat-7445	70	3	skills	skill	VERB
easat-7445	70	4	development	development	NOUN
easat-7445	70	5	training	training	NOUN
easat-7445	70	6	and	and	CCONJ
easat-7445	70	7	upskilling	upskille	VERB
easat-7445	70	8	staff	staff	NOUN
easat-7445	70	9	is	be	AUX
easat-7445	70	10	an	an	DET
easat-7445	70	11	important	important	ADJ
easat-7445	70	12	element	element	NOUN
easat-7445	70	13	in	in	ADP
easat-7445	70	14	driving	drive	VERB
easat-7445	70	15	innovation	innovation	NOUN
easat-7445	70	16	in	in	ADP
easat-7445	70	17	maintenance	maintenance	NOUN
easat-7445	70	18	,	,	PUNCT
easat-7445	70	19	especially	especially	ADV
easat-7445	70	20	at	at	ADP
easat-7445	70	21	a	a	DET
easat-7445	70	22	time	time	NOUN
easat-7445	70	23	when	when	SCONJ
easat-7445	70	24	technology	technology	NOUN
easat-7445	70	25	is	be	AUX
easat-7445	70	26	changing	change	VERB
easat-7445	70	27	rapidly	rapidly	ADV
easat-7445	70	28	.	.	PUNCT
easat-7445	71	1	companies	company	NOUN
easat-7445	71	2	need	need	VERB
easat-7445	71	3	to	to	PART
easat-7445	71	4	develop	develop	VERB
easat-7445	71	5	both	both	CCONJ
easat-7445	71	6	technical	technical	ADJ
easat-7445	71	7	and	and	CCONJ
easat-7445	71	8	digital	digital	ADJ
easat-7445	71	9	skills	skill	NOUN
easat-7445	71	10	in	in	ADP
easat-7445	71	11	their	their	PRON
easat-7445	71	12	employees	employee	NOUN
easat-7445	71	13	.	.	PUNCT
easat-7445	72	1	training	training	NOUN
easat-7445	72	2	should	should	AUX
easat-7445	72	3	cover	cover	VERB
easat-7445	72	4	modern	modern	ADJ
easat-7445	72	5	technologies	technology	NOUN
easat-7445	72	6	such	such	ADJ
easat-7445	72	7	as	as	ADP
easat-7445	72	8	iot	iot	NOUN
easat-7445	72	9	,	,	PUNCT
easat-7445	72	10	ai	ai	VERB
easat-7445	72	11	and	and	CCONJ
easat-7445	72	12	data	datum	NOUN
easat-7445	72	13	analytics	analytic	NOUN
easat-7445	72	14	and	and	CCONJ
easat-7445	72	15	develop	develop	VERB
easat-7445	72	16	analytical	analytical	ADJ
easat-7445	72	17	and	and	CCONJ
easat-7445	72	18	problem	problem	NOUN
easat-7445	72	19	-	-	PUNCT
easat-7445	72	20	solving	solve	VERB
easat-7445	72	21	skills	skill	NOUN
easat-7445	72	22	.	.	PUNCT
easat-7445	73	1	training	training	NOUN
easat-7445	73	2	should	should	AUX
easat-7445	73	3	be	be	AUX
easat-7445	73	4	evaluated	evaluate	VERB
easat-7445	73	5	and	and	CCONJ
easat-7445	73	6	curricula	curricula	NOUN
easat-7445	73	7	continuously	continuously	ADV
easat-7445	73	8	updated	update	VERB
easat-7445	73	9	to	to	PART
easat-7445	73	10	meet	meet	VERB
easat-7445	73	11	changing	change	VERB
easat-7445	73	12	needs	need	NOUN
easat-7445	73	13	.	.	PUNCT
easat-7445	74	1	a	a	DET
easat-7445	74	2	study	study	NOUN
easat-7445	74	3	in	in	ADP
easat-7445	74	4	a	a	DET
easat-7445	74	5	sugar	sugar	NOUN
easat-7445	74	6	factory	factory	NOUN
easat-7445	74	7	found	find	VERB
easat-7445	74	8	that	that	SCONJ
easat-7445	74	9	after	after	ADP
easat-7445	74	10	training	training	NOUN
easat-7445	74	11	,	,	PUNCT
easat-7445	74	12	employees	employee	NOUN
easat-7445	74	13	’	’	PART
easat-7445	74	14	skills	skill	NOUN
easat-7445	74	15	,	,	PUNCT
easat-7445	74	16	knowledge	knowledge	NOUN
easat-7445	74	17	and	and	CCONJ
easat-7445	74	18	problem	problem	NOUN
easat-7445	74	19	-	-	PUNCT
easat-7445	74	20	solving	solve	VERB
easat-7445	74	21	abilities	ability	NOUN
easat-7445	74	22	increased	increase	VERB
easat-7445	74	23	by	by	ADP
easat-7445	74	24	20	20	NUM
easat-7445	74	25	percent	percent	NOUN
easat-7445	74	26	and	and	CCONJ
easat-7445	74	27	the	the	DET
easat-7445	74	28	number	number	NOUN
easat-7445	74	29	of	of	ADP
easat-7445	74	30	work	work	NOUN
easat-7445	74	31	errors	error	NOUN
easat-7445	74	32	decreased	decrease	VERB
easat-7445	74	33	significantly	significantly	ADV
easat-7445	74	34	[	[	X
easat-7445	74	35	11	11	NUM
easat-7445	74	36	]	]	PUNCT
easat-7445	74	37	.	.	PUNCT
easat-7445	75	1	a	a	DET
easat-7445	75	2	study	study	NOUN
easat-7445	75	3	on	on	ADP
easat-7445	75	4	the	the	DET
easat-7445	75	5	impact	impact	NOUN
easat-7445	75	6	of	of	ADP
easat-7445	75	7	international	international	ADJ
easat-7445	75	8	labor	labor	NOUN
easat-7445	75	9	migration	migration	NOUN
easat-7445	75	10	on	on	ADP
easat-7445	75	11	2242	2242	NUM
easat-7445	75	12	edelweiss	edelweiss	PROPN
easat-7445	75	13	applied	apply	VERB
easat-7445	75	14	science	science	NOUN
easat-7445	75	15	and	and	CCONJ
easat-7445	75	16	technology	technology	NOUN
easat-7445	75	17	issn	issn	PROPN
easat-7445	75	18	:	:	PUNCT
easat-7445	75	19	2576	2576	NUM
easat-7445	75	20	-	-	SYM
easat-7445	75	21	8484	8484	NUM
easat-7445	75	22	vol	vol	NOUN
easat-7445	75	23	.	.	PROPN
easat-7445	76	1	9	9	NUM
easat-7445	76	2	,	,	PUNCT
easat-7445	76	3	no	no	INTJ
easat-7445	76	4	.	.	NOUN
easat-7445	76	5	5	5	NUM
easat-7445	76	6	:	:	SYM
easat-7445	76	7	2239	2239	NUM
easat-7445	76	8	-	-	SYM
easat-7445	76	9	2247	2247	NUM
easat-7445	76	10	,	,	PUNCT
easat-7445	76	11	2025	2025	NUM
easat-7445	76	12	doi	doi	NOUN
easat-7445	76	13	:	:	PUNCT
easat-7445	76	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	76	15	©	©	PROPN
easat-7445	76	16	2025	2025	NUM
easat-7445	76	17	by	by	ADP
easat-7445	76	18	the	the	DET
easat-7445	76	19	authors	author	NOUN
easat-7445	76	20	;	;	PUNCT
easat-7445	76	21	licensee	licensee	PROPN
easat-7445	76	22	learning	learn	VERB
easat-7445	76	23	gate	gate	VERB
easat-7445	76	24	economic	economic	ADJ
easat-7445	76	25	growth	growth	NOUN
easat-7445	76	26	in	in	ADP
easat-7445	76	27	the	the	DET
easat-7445	76	28	era	era	NOUN
easat-7445	76	29	of	of	ADP
easat-7445	76	30	thailand	thailand	PROPN
easat-7445	76	31	4.0	4.0	NUM
easat-7445	76	32	also	also	ADV
easat-7445	76	33	found	find	VERB
easat-7445	76	34	that	that	SCONJ
easat-7445	76	35	while	while	SCONJ
easat-7445	76	36	thailand	thailand	PROPN
easat-7445	76	37	has	have	AUX
easat-7445	76	38	seen	see	VERB
easat-7445	76	39	an	an	DET
easat-7445	76	40	increase	increase	NOUN
easat-7445	76	41	in	in	ADP
easat-7445	76	42	highly	highly	ADV
easat-7445	76	43	skilled	skilled	ADJ
easat-7445	76	44	workers	worker	NOUN
easat-7445	76	45	over	over	ADP
easat-7445	76	46	the	the	DET
easat-7445	76	47	past	past	ADJ
easat-7445	76	48	decade	decade	NOUN
easat-7445	76	49	,	,	PUNCT
easat-7445	76	50	most	most	ADJ
easat-7445	76	51	research	research	NOUN
easat-7445	76	52	still	still	ADV
easat-7445	76	53	focuses	focus	VERB
easat-7445	76	54	on	on	ADP
easat-7445	76	55	studying	study	VERB
easat-7445	76	56	low	low	ADJ
easat-7445	76	57	-	-	PUNCT
easat-7445	76	58	skilled	skilled	ADJ
easat-7445	76	59	workers	worker	NOUN
easat-7445	76	60	.	.	PUNCT
easat-7445	77	1	the	the	DET
easat-7445	77	2	results	result	NOUN
easat-7445	77	3	show	show	VERB
easat-7445	77	4	that	that	SCONJ
easat-7445	77	5	high	high	ADJ
easat-7445	77	6	-	-	PUNCT
easat-7445	77	7	skilled	skilled	ADJ
easat-7445	77	8	labor	labor	NOUN
easat-7445	77	9	has	have	VERB
easat-7445	77	10	a	a	DET
easat-7445	77	11	statistically	statistically	ADV
easat-7445	77	12	significant	significant	ADJ
easat-7445	77	13	positive	positive	ADJ
easat-7445	77	14	impact	impact	NOUN
easat-7445	77	15	on	on	ADP
easat-7445	77	16	regional	regional	ADJ
easat-7445	77	17	economic	economic	ADJ
easat-7445	77	18	growth	growth	NOUN
easat-7445	77	19	and	and	CCONJ
easat-7445	77	20	labor	labor	NOUN
easat-7445	77	21	productivity	productivity	NOUN
easat-7445	77	22	[	[	X
easat-7445	77	23	15	15	NUM
easat-7445	77	24	]	]	SYM
easat-7445	77	25	.	.	PUNCT
easat-7445	78	1	2.6	2.6	NUM
easat-7445	78	2	.	.	PUNCT
easat-7445	79	1	knowledge	knowledge	NOUN
easat-7445	79	2	management	management	NOUN
easat-7445	79	3	and	and	CCONJ
easat-7445	79	4	experience	experience	NOUN
easat-7445	79	5	transfer	transfer	NOUN
easat-7445	79	6	knowledge	knowledge	NOUN
easat-7445	79	7	management	management	NOUN
easat-7445	79	8	is	be	AUX
easat-7445	79	9	an	an	DET
easat-7445	79	10	important	important	ADJ
easat-7445	79	11	process	process	NOUN
easat-7445	79	12	for	for	ADP
easat-7445	79	13	maintaining	maintain	VERB
easat-7445	79	14	and	and	CCONJ
easat-7445	79	15	developing	develop	VERB
easat-7445	79	16	maintenance	maintenance	NOUN
easat-7445	79	17	knowledge	knowledge	NOUN
easat-7445	79	18	.	.	PUNCT
easat-7445	80	1	organizations	organization	NOUN
easat-7445	80	2	must	must	AUX
easat-7445	80	3	have	have	VERB
easat-7445	80	4	a	a	DET
easat-7445	80	5	practical	practical	ADJ
easat-7445	80	6	system	system	NOUN
easat-7445	80	7	for	for	ADP
easat-7445	80	8	storing	store	VERB
easat-7445	80	9	and	and	CCONJ
easat-7445	80	10	sharing	share	VERB
easat-7445	80	11	knowledge	knowledge	NOUN
easat-7445	80	12	.	.	PUNCT
easat-7445	81	1	this	this	PRON
easat-7445	81	2	includes	include	VERB
easat-7445	81	3	setting	set	VERB
easat-7445	81	4	up	up	ADP
easat-7445	81	5	a	a	DET
easat-7445	81	6	database	database	NOUN
easat-7445	81	7	of	of	ADP
easat-7445	81	8	best	good	ADJ
easat-7445	81	9	practice	practice	NOUN
easat-7445	81	10	,	,	PUNCT
easat-7445	81	11	creating	create	VERB
easat-7445	81	12	work	work	NOUN
easat-7445	81	13	manuals	manual	NOUN
easat-7445	81	14	and	and	CCONJ
easat-7445	81	15	recording	recording	NOUN
easat-7445	81	16	experience	experience	NOUN
easat-7445	81	17	.	.	PUNCT
easat-7445	82	1	in	in	ADP
easat-7445	82	2	addition	addition	NOUN
easat-7445	82	3	,	,	PUNCT
easat-7445	82	4	knowledge	knowledge	NOUN
easat-7445	82	5	transfer	transfer	NOUN
easat-7445	82	6	between	between	ADP
easat-7445	82	7	old	old	ADJ
easat-7445	82	8	and	and	CCONJ
easat-7445	82	9	new	new	ADJ
easat-7445	82	10	employees	employee	NOUN
easat-7445	82	11	through	through	ADP
easat-7445	82	12	mentoring	mentor	VERB
easat-7445	82	13	systems	system	NOUN
easat-7445	82	14	and	and	CCONJ
easat-7445	82	15	the	the	DET
easat-7445	82	16	creation	creation	NOUN
easat-7445	82	17	of	of	ADP
easat-7445	82	18	learning	learn	VERB
easat-7445	82	19	communities	community	NOUN
easat-7445	82	20	is	be	AUX
easat-7445	82	21	also	also	ADV
easat-7445	82	22	important	important	ADJ
easat-7445	82	23	to	to	PART
easat-7445	82	24	maintain	maintain	VERB
easat-7445	82	25	continuity	continuity	NOUN
easat-7445	82	26	of	of	ADP
easat-7445	82	27	development	development	NOUN
easat-7445	82	28	[	[	X
easat-7445	82	29	16	16	NUM
easat-7445	82	30	]	]	PUNCT
easat-7445	82	31	.	.	PUNCT
easat-7445	83	1	the	the	DET
easat-7445	83	2	study	study	NOUN
easat-7445	83	3	found	find	VERB
easat-7445	83	4	that	that	SCONJ
easat-7445	83	5	thailand	thailand	PROPN
easat-7445	83	6	's	's	PART
easat-7445	83	7	higher	high	ADJ
easat-7445	83	8	education	education	NOUN
easat-7445	83	9	reform	reform	NOUN
easat-7445	83	10	still	still	ADV
easat-7445	83	11	has	have	VERB
easat-7445	83	12	challenges	challenge	NOUN
easat-7445	83	13	in	in	ADP
easat-7445	83	14	terms	term	NOUN
easat-7445	83	15	of	of	ADP
easat-7445	83	16	administrative	administrative	ADJ
easat-7445	83	17	efficiency	efficiency	NOUN
easat-7445	83	18	and	and	CCONJ
easat-7445	83	19	educational	educational	ADJ
easat-7445	83	20	equity	equity	NOUN
easat-7445	83	21	that	that	PRON
easat-7445	83	22	need	need	VERB
easat-7445	83	23	to	to	PART
easat-7445	83	24	be	be	AUX
easat-7445	83	25	addressed	address	VERB
easat-7445	83	26	to	to	PART
easat-7445	83	27	support	support	VERB
easat-7445	83	28	the	the	DET
easat-7445	83	29	development	development	NOUN
easat-7445	83	30	of	of	ADP
easat-7445	83	31	an	an	DET
easat-7445	83	32	informed	informed	ADJ
easat-7445	83	33	workforce	workforce	NOUN
easat-7445	84	1	[	[	X
easat-7445	84	2	17	17	NUM
easat-7445	84	3	]	]	PUNCT
easat-7445	84	4	.	.	PUNCT
easat-7445	85	1	king	king	PROPN
easat-7445	85	2	mongkut	mongkut	PROPN
easat-7445	85	3	's	's	PART
easat-7445	85	4	university	university	PROPN
easat-7445	85	5	of	of	ADP
easat-7445	85	6	technology	technology	PROPN
easat-7445	85	7	north	north	PROPN
easat-7445	85	8	bangkok	bangkok	PROPN
easat-7445	85	9	has	have	AUX
easat-7445	85	10	initiated	initiate	VERB
easat-7445	85	11	a	a	DET
easat-7445	85	12	workplace	workplace	NOUN
easat-7445	85	13	collaboration	collaboration	NOUN
easat-7445	85	14	project	project	NOUN
easat-7445	85	15	to	to	PART
easat-7445	85	16	improve	improve	VERB
easat-7445	85	17	workforce	workforce	NOUN
easat-7445	85	18	development	development	NOUN
easat-7445	85	19	in	in	ADP
easat-7445	85	20	line	line	NOUN
easat-7445	85	21	with	with	ADP
easat-7445	85	22	the	the	DET
easat-7445	85	23	4.0	4.0	NUM
easat-7445	85	24	era	era	NOUN
easat-7445	85	25	[	[	X
easat-7445	85	26	18	18	NUM
easat-7445	85	27	]	]	PUNCT
easat-7445	85	28	.	.	PUNCT
easat-7445	86	1	2.7	2.7	NUM
easat-7445	86	2	.	.	PUNCT
easat-7445	86	3	skills	skill	NOUN
easat-7445	86	4	and	and	CCONJ
easat-7445	86	5	career	career	NOUN
easat-7445	86	6	path	path	NOUN
easat-7445	86	7	development	development	NOUN
easat-7445	86	8	the	the	DET
easat-7445	86	9	development	development	NOUN
easat-7445	86	10	of	of	ADP
easat-7445	86	11	skills	skill	NOUN
easat-7445	86	12	and	and	CCONJ
easat-7445	86	13	career	career	NOUN
easat-7445	86	14	paths	path	NOUN
easat-7445	86	15	in	in	ADP
easat-7445	86	16	the	the	DET
easat-7445	86	17	age	age	NOUN
easat-7445	86	18	of	of	ADP
easat-7445	86	19	industry	industry	NOUN
easat-7445	86	20	4.0	4.0	NUM
easat-7445	86	21	is	be	AUX
easat-7445	86	22	crucial	crucial	ADJ
easat-7445	86	23	for	for	ADP
easat-7445	86	24	the	the	DET
easat-7445	86	25	implementation	implementation	NOUN
easat-7445	86	26	of	of	ADP
easat-7445	86	27	innovations	innovation	NOUN
easat-7445	86	28	in	in	ADP
easat-7445	86	29	maintenance	maintenance	NOUN
easat-7445	86	30	.	.	PUNCT
easat-7445	87	1	the	the	DET
easat-7445	87	2	study	study	NOUN
easat-7445	87	3	found	find	VERB
easat-7445	87	4	that	that	SCONJ
easat-7445	87	5	organizations	organization	NOUN
easat-7445	87	6	with	with	ADP
easat-7445	87	7	clear	clear	ADJ
easat-7445	87	8	skills	skill	NOUN
easat-7445	87	9	development	development	NOUN
easat-7445	87	10	plans	plan	NOUN
easat-7445	87	11	linked	link	VERB
easat-7445	87	12	to	to	ADP
easat-7445	87	13	career	career	NOUN
easat-7445	87	14	paths	path	NOUN
easat-7445	87	15	can	can	AUX
easat-7445	87	16	increase	increase	VERB
easat-7445	87	17	the	the	DET
easat-7445	87	18	retention	retention	NOUN
easat-7445	87	19	rate	rate	NOUN
easat-7445	87	20	of	of	ADP
easat-7445	87	21	talented	talented	ADJ
easat-7445	87	22	staff	staff	NOUN
easat-7445	87	23	[	[	X
easat-7445	87	24	19	19	NUM
easat-7445	87	25	]	]	PUNCT
easat-7445	87	26	and	and	CCONJ
easat-7445	87	27	improve	improve	VERB
easat-7445	87	28	work	work	NOUN
easat-7445	87	29	efficiency	efficiency	NOUN
easat-7445	87	30	[	[	X
easat-7445	87	31	20	20	NUM
easat-7445	87	32	]	]	PUNCT
easat-7445	87	33	.	.	PUNCT
easat-7445	88	1	employees	employee	NOUN
easat-7445	88	2	who	who	PRON
easat-7445	88	3	have	have	AUX
easat-7445	88	4	developed	develop	VERB
easat-7445	88	5	digital	digital	ADJ
easat-7445	88	6	skills	skill	NOUN
easat-7445	88	7	and	and	CCONJ
easat-7445	88	8	data	datum	NOUN
easat-7445	88	9	analytics	analytic	NOUN
easat-7445	88	10	can	can	AUX
easat-7445	88	11	advance	advance	VERB
easat-7445	88	12	to	to	ADP
easat-7445	88	13	the	the	DET
easat-7445	88	14	position	position	NOUN
easat-7445	88	15	of	of	ADP
easat-7445	88	16	smart	smart	ADJ
easat-7445	88	17	maintenance	maintenance	NOUN
easat-7445	88	18	specialist	specialist	NOUN
easat-7445	88	19	,	,	PUNCT
easat-7445	88	20	which	which	PRON
easat-7445	88	21	is	be	AUX
easat-7445	88	22	better	well	ADV
easat-7445	88	23	paid	pay	VERB
easat-7445	88	24	than	than	ADP
easat-7445	88	25	that	that	PRON
easat-7445	88	26	of	of	ADP
easat-7445	88	27	a	a	DET
easat-7445	88	28	general	general	ADJ
easat-7445	88	29	maintenance	maintenance	NOUN
easat-7445	88	30	technician	technician	NOUN
easat-7445	89	1	[	[	X
easat-7445	89	2	21	21	NUM
easat-7445	89	3	]	]	PUNCT
easat-7445	89	4	.	.	PUNCT
easat-7445	90	1	creating	create	VERB
easat-7445	90	2	this	this	DET
easat-7445	90	3	career	career	NOUN
easat-7445	90	4	path	path	NOUN
easat-7445	90	5	helps	help	VERB
easat-7445	90	6	to	to	PART
easat-7445	90	7	create	create	VERB
easat-7445	90	8	motivation	motivation	NOUN
easat-7445	90	9	and	and	CCONJ
easat-7445	90	10	organizational	organizational	ADJ
easat-7445	90	11	commitment	commitment	NOUN
easat-7445	90	12	,	,	PUNCT
easat-7445	90	13	leading	lead	VERB
easat-7445	90	14	to	to	ADP
easat-7445	90	15	sustainable	sustainable	ADJ
easat-7445	90	16	development	development	NOUN
easat-7445	90	17	of	of	ADP
easat-7445	90	18	modern	modern	ADJ
easat-7445	90	19	maintenance	maintenance	NOUN
easat-7445	90	20	systems	system	NOUN
easat-7445	90	21	in	in	ADP
easat-7445	90	22	the	the	DET
easat-7445	90	23	long	long	ADJ
easat-7445	90	24	term	term	NOUN
easat-7445	90	25	.	.	PUNCT
easat-7445	91	1	2.8	2.8	NUM
easat-7445	91	2	.	.	PUNCT
easat-7445	91	3	creating	create	VERB
easat-7445	91	4	organizational	organizational	ADJ
easat-7445	91	5	culture	culture	NOUN
easat-7445	91	6	creating	create	VERB
easat-7445	91	7	a	a	DET
easat-7445	91	8	corporate	corporate	ADJ
easat-7445	91	9	culture	culture	NOUN
easat-7445	91	10	that	that	PRON
easat-7445	91	11	emphasizes	emphasize	VERB
easat-7445	91	12	learning	learn	VERB
easat-7445	91	13	,	,	PUNCT
easat-7445	91	14	and	and	CCONJ
easat-7445	91	15	innovation	innovation	NOUN
easat-7445	91	16	is	be	AUX
easat-7445	91	17	an	an	DET
easat-7445	91	18	important	important	ADJ
easat-7445	91	19	foundation	foundation	NOUN
easat-7445	91	20	for	for	ADP
easat-7445	91	21	the	the	DET
easat-7445	91	22	development	development	NOUN
easat-7445	91	23	of	of	ADP
easat-7445	91	24	modern	modern	ADJ
easat-7445	91	25	maintenance	maintenance	NOUN
easat-7445	91	26	systems	system	NOUN
easat-7445	91	27	.	.	PUNCT
easat-7445	92	1	organizations	organization	NOUN
easat-7445	92	2	should	should	AUX
easat-7445	92	3	foster	foster	VERB
easat-7445	92	4	a	a	DET
easat-7445	92	5	work	work	NOUN
easat-7445	92	6	culture	culture	NOUN
easat-7445	92	7	that	that	PRON
easat-7445	92	8	is	be	AUX
easat-7445	92	9	open	open	ADJ
easat-7445	92	10	to	to	PART
easat-7445	92	11	change	change	VERB
easat-7445	92	12	and	and	CCONJ
easat-7445	92	13	the	the	DET
easat-7445	92	14	introduction	introduction	NOUN
easat-7445	92	15	of	of	ADP
easat-7445	92	16	new	new	ADJ
easat-7445	92	17	technologies	technology	NOUN
easat-7445	92	18	,	,	PUNCT
easat-7445	92	19	create	create	VERB
easat-7445	92	20	a	a	DET
easat-7445	92	21	work	work	NOUN
easat-7445	92	22	environment	environment	NOUN
easat-7445	92	23	that	that	PRON
easat-7445	92	24	encourages	encourage	VERB
easat-7445	92	25	knowledge	knowledge	NOUN
easat-7445	92	26	sharing	sharing	NOUN
easat-7445	92	27	and	and	CCONJ
easat-7445	92	28	creativity	creativity	NOUN
easat-7445	92	29	,	,	PUNCT
easat-7445	92	30	reward	reward	VERB
easat-7445	92	31	and	and	CCONJ
easat-7445	92	32	recognize	recognize	VERB
easat-7445	92	33	employees	employee	NOUN
easat-7445	92	34	who	who	PRON
easat-7445	92	35	contribute	contribute	VERB
easat-7445	92	36	to	to	ADP
easat-7445	92	37	innovation	innovation	NOUN
easat-7445	92	38	development	development	NOUN
easat-7445	92	39	,	,	PUNCT
easat-7445	92	40	and	and	CCONJ
easat-7445	92	41	create	create	VERB
easat-7445	92	42	an	an	DET
easat-7445	92	43	understanding	understanding	NOUN
easat-7445	92	44	of	of	ADP
easat-7445	92	45	the	the	DET
easat-7445	92	46	importance	importance	NOUN
easat-7445	92	47	of	of	ADP
easat-7445	92	48	maintenance	maintenance	NOUN
easat-7445	92	49	to	to	ADP
easat-7445	92	50	the	the	DET
easat-7445	92	51	success	success	NOUN
easat-7445	92	52	of	of	ADP
easat-7445	92	53	the	the	DET
easat-7445	92	54	organization	organization	NOUN
easat-7445	92	55	[	[	X
easat-7445	92	56	22	22	NUM
easat-7445	92	57	]	]	PUNCT
easat-7445	92	58	.	.	PUNCT
easat-7445	93	1	creating	create	VERB
easat-7445	93	2	an	an	DET
easat-7445	93	3	organizational	organizational	ADJ
easat-7445	93	4	learning	learning	NOUN
easat-7445	93	5	culture	culture	NOUN
easat-7445	93	6	is	be	AUX
easat-7445	93	7	directly	directly	ADV
easat-7445	93	8	related	relate	VERB
easat-7445	93	9	to	to	ADP
easat-7445	93	10	the	the	DET
easat-7445	93	11	effectiveness	effectiveness	NOUN
easat-7445	93	12	of	of	ADP
easat-7445	93	13	training	training	NOUN
easat-7445	93	14	and	and	CCONJ
easat-7445	93	15	knowledge	knowledge	NOUN
easat-7445	93	16	management	management	NOUN
easat-7445	93	17	,	,	PUNCT
easat-7445	93	18	as	as	SCONJ
easat-7445	93	19	it	it	PRON
easat-7445	93	20	forms	form	VERB
easat-7445	93	21	the	the	DET
easat-7445	93	22	basis	basis	NOUN
easat-7445	93	23	for	for	ADP
easat-7445	93	24	continuous	continuous	ADJ
easat-7445	93	25	knowledge	knowledge	NOUN
easat-7445	93	26	sharing	sharing	NOUN
easat-7445	93	27	and	and	CCONJ
easat-7445	93	28	skills	skill	NOUN
easat-7445	93	29	development	development	NOUN
easat-7445	93	30	.	.	PUNCT
easat-7445	94	1	2.9	2.9	NUM
easat-7445	94	2	.	.	PUNCT
easat-7445	95	1	change	change	NOUN
easat-7445	95	2	management	management	NOUN
easat-7445	95	3	change	change	NOUN
easat-7445	95	4	management	management	NOUN
easat-7445	95	5	is	be	AUX
easat-7445	95	6	an	an	DET
easat-7445	95	7	important	important	ADJ
easat-7445	95	8	process	process	NOUN
easat-7445	95	9	when	when	SCONJ
easat-7445	95	10	introducing	introduce	VERB
easat-7445	95	11	innovations	innovation	NOUN
easat-7445	95	12	in	in	ADP
easat-7445	95	13	the	the	DET
easat-7445	95	14	area	area	NOUN
easat-7445	95	15	of	of	ADP
easat-7445	95	16	maintenance	maintenance	NOUN
easat-7445	95	17	in	in	ADP
easat-7445	95	18	an	an	DET
easat-7445	95	19	organization	organization	NOUN
easat-7445	95	20	.	.	PUNCT
easat-7445	96	1	effective	effective	ADJ
easat-7445	96	2	planning	planning	NOUN
easat-7445	96	3	and	and	CCONJ
easat-7445	96	4	communication	communication	NOUN
easat-7445	96	5	are	be	AUX
easat-7445	96	6	required	require	VERB
easat-7445	96	7	to	to	PART
easat-7445	96	8	reduce	reduce	VERB
easat-7445	96	9	resistance	resistance	NOUN
easat-7445	96	10	and	and	CCONJ
easat-7445	96	11	gain	gain	VERB
easat-7445	96	12	the	the	DET
easat-7445	96	13	acceptance	acceptance	NOUN
easat-7445	96	14	of	of	ADP
easat-7445	96	15	employees	employee	NOUN
easat-7445	96	16	.	.	PUNCT
easat-7445	97	1	clear	clear	ADJ
easat-7445	97	2	visions	vision	NOUN
easat-7445	97	3	and	and	CCONJ
easat-7445	97	4	goals	goal	NOUN
easat-7445	97	5	,	,	PUNCT
easat-7445	97	6	building	build	VERB
easat-7445	97	7	a	a	DET
easat-7445	97	8	team	team	NOUN
easat-7445	97	9	of	of	ADP
easat-7445	97	10	change	change	NOUN
easat-7445	97	11	advocates	advocate	NOUN
easat-7445	97	12	,	,	PUNCT
easat-7445	97	13	continuous	continuous	ADJ
easat-7445	97	14	monitoring	monitoring	NOUN
easat-7445	97	15	and	and	CCONJ
easat-7445	97	16	evaluation	evaluation	NOUN
easat-7445	97	17	of	of	ADP
easat-7445	97	18	the	the	DET
easat-7445	97	19	change	change	NOUN
easat-7445	97	20	,	,	PUNCT
easat-7445	97	21	and	and	CCONJ
easat-7445	97	22	supporting	support	VERB
easat-7445	97	23	and	and	CCONJ
easat-7445	97	24	counseling	counsel	VERB
easat-7445	97	25	employees	employee	NOUN
easat-7445	97	26	during	during	ADP
easat-7445	97	27	the	the	DET
easat-7445	97	28	transition	transition	NOUN
easat-7445	97	29	[	[	X
easat-7445	97	30	23	23	NUM
easat-7445	97	31	]	]	PUNCT
easat-7445	97	32	.	.	PUNCT
easat-7445	98	1	change	change	NOUN
easat-7445	98	2	management	management	NOUN
easat-7445	98	3	strategies	strategy	NOUN
easat-7445	98	4	such	such	ADJ
easat-7445	98	5	as	as	ADP
easat-7445	98	6	workshops	workshop	NOUN
easat-7445	98	7	or	or	CCONJ
easat-7445	98	8	training	training	NOUN
easat-7445	98	9	programs	program	NOUN
easat-7445	98	10	for	for	ADP
easat-7445	98	11	employees	employee	NOUN
easat-7445	98	12	and	and	CCONJ
easat-7445	98	13	training	training	NOUN
easat-7445	98	14	and	and	CCONJ
easat-7445	98	15	knowledge	knowledge	NOUN
easat-7445	98	16	sharing	sharing	NOUN
easat-7445	98	17	programs	program	NOUN
easat-7445	98	18	are	be	AUX
easat-7445	98	19	important	important	ADJ
easat-7445	98	20	to	to	PART
easat-7445	98	21	improve	improve	VERB
easat-7445	98	22	knowledge	knowledge	NOUN
easat-7445	98	23	management	management	NOUN
easat-7445	98	24	(	(	PUNCT
easat-7445	98	25	km	km	NOUN
easat-7445	98	26	)	)	PUNCT
easat-7445	98	27	and	and	CCONJ
easat-7445	98	28	knowledge	knowledge	NOUN
easat-7445	98	29	sharing	sharing	NOUN
easat-7445	98	30	(	(	PUNCT
easat-7445	98	31	ks	ks	NOUN
easat-7445	98	32	)	)	PUNCT
easat-7445	98	33	within	within	ADP
easat-7445	98	34	the	the	DET
easat-7445	98	35	maintenance	maintenance	NOUN
easat-7445	98	36	department	department	NOUN
easat-7445	98	37	.	.	PUNCT
easat-7445	99	1	studies	study	NOUN
easat-7445	99	2	have	have	AUX
easat-7445	99	3	shown	show	VERB
easat-7445	99	4	that	that	SCONJ
easat-7445	99	5	the	the	DET
easat-7445	99	6	use	use	NOUN
easat-7445	99	7	of	of	ADP
easat-7445	99	8	novice	novice	NOUN
easat-7445	99	9	sneakers	sneaker	NOUN
easat-7445	99	10	in	in	ADP
easat-7445	99	11	the	the	DET
easat-7445	99	12	high	high	ADJ
easat-7445	99	13	-	-	PUNCT
easat-7445	99	14	tech	tech	NOUN
easat-7445	99	15	industry	industry	NOUN
easat-7445	99	16	significantly	significantly	ADV
easat-7445	99	17	improves	improve	VERB
easat-7445	99	18	km	km	NOUN
easat-7445	99	19	and	and	CCONJ
easat-7445	99	20	ks	ks	PROPN
easat-7445	99	21	among	among	ADP
easat-7445	99	22	employees	employee	NOUN
easat-7445	99	23	and	and	CCONJ
easat-7445	99	24	promotes	promote	VERB
easat-7445	99	25	a	a	DET
easat-7445	99	26	culture	culture	NOUN
easat-7445	99	27	of	of	ADP
easat-7445	99	28	continuous	continuous	ADJ
easat-7445	99	29	learning	learning	NOUN
easat-7445	100	1	[	[	X
easat-7445	100	2	24	24	NUM
easat-7445	100	3	]	]	PUNCT
easat-7445	100	4	.	.	PUNCT
easat-7445	101	1	generative	generative	PROPN
easat-7445	101	2	ai	ai	VERB
easat-7445	101	3	or	or	CCONJ
easat-7445	101	4	ai	ai	VERB
easat-7445	101	5	chatbots	chatbot	NOUN
easat-7445	101	6	to	to	PART
easat-7445	101	7	advise	advise	VERB
easat-7445	101	8	on	on	ADP
easat-7445	101	9	predictive	predictive	ADJ
easat-7445	101	10	maintenance	maintenance	NOUN
easat-7445	101	11	is	be	AUX
easat-7445	101	12	another	another	DET
easat-7445	101	13	approach	approach	NOUN
easat-7445	101	14	to	to	PART
easat-7445	101	15	support	support	VERB
easat-7445	101	16	the	the	DET
easat-7445	101	17	transition	transition	NOUN
easat-7445	101	18	to	to	ADP
easat-7445	101	19	modern	modern	ADJ
easat-7445	101	20	maintenance	maintenance	NOUN
easat-7445	101	21	[	[	X
easat-7445	101	22	25	25	NUM
easat-7445	101	23	]	]	PUNCT
easat-7445	101	24	.	.	PUNCT
easat-7445	102	1	the	the	DET
easat-7445	102	2	development	development	NOUN
easat-7445	102	3	of	of	ADP
easat-7445	102	4	human	human	ADJ
easat-7445	102	5	resources	resource	NOUN
easat-7445	102	6	to	to	PART
easat-7445	102	7	support	support	VERB
easat-7445	102	8	modern	modern	ADJ
easat-7445	102	9	maintenance	maintenance	NOUN
easat-7445	102	10	innovation	innovation	NOUN
easat-7445	102	11	must	must	AUX
easat-7445	102	12	therefore	therefore	ADV
easat-7445	102	13	be	be	AUX
easat-7445	102	14	a	a	DET
easat-7445	102	15	process	process	NOUN
easat-7445	102	16	that	that	PRON
easat-7445	102	17	integrates	integrate	VERB
easat-7445	102	18	all	all	DET
easat-7445	102	19	five	five	NUM
easat-7445	102	20	of	of	ADP
easat-7445	102	21	the	the	DET
easat-7445	102	22	above	above	ADJ
easat-7445	102	23	elements	element	NOUN
easat-7445	102	24	,	,	PUNCT
easat-7445	102	25	starting	start	VERB
easat-7445	102	26	with	with	ADP
easat-7445	102	27	training	training	NOUN
easat-7445	102	28	and	and	CCONJ
easat-7445	102	29	development	development	NOUN
easat-7445	102	30	of	of	ADP
easat-7445	102	31	essential	essential	ADJ
easat-7445	102	32	skills	skill	NOUN
easat-7445	102	33	,	,	PUNCT
easat-7445	102	34	an	an	DET
easat-7445	102	35	effective	effective	ADJ
easat-7445	102	36	knowledge	knowledge	NOUN
easat-7445	102	37	management	management	NOUN
easat-7445	102	38	and	and	CCONJ
easat-7445	102	39	experience	experience	NOUN
easat-7445	102	40	transfer	transfer	NOUN
easat-7445	102	41	system	system	NOUN
easat-7445	102	42	,	,	PUNCT
easat-7445	102	43	the	the	DET
easat-7445	102	44	creation	creation	NOUN
easat-7445	102	45	of	of	ADP
easat-7445	102	46	a	a	DET
easat-7445	102	47	clear	clear	ADJ
easat-7445	102	48	career	career	NOUN
easat-7445	102	49	path	path	NOUN
easat-7445	102	50	,	,	PUNCT
easat-7445	102	51	the	the	DET
easat-7445	102	52	development	development	NOUN
easat-7445	102	53	of	of	ADP
easat-7445	102	54	an	an	DET
easat-7445	102	55	organizational	organizational	ADJ
easat-7445	102	56	culture	culture	NOUN
easat-7445	102	57	that	that	PRON
easat-7445	102	58	is	be	AUX
easat-7445	102	59	conducive	conducive	ADJ
easat-7445	102	60	to	to	ADP
easat-7445	102	61	learning	learning	NOUN
easat-7445	102	62	and	and	CCONJ
easat-7445	102	63	2243	2243	NUM
easat-7445	102	64	edelweiss	edelweiss	PROPN
easat-7445	102	65	applied	apply	VERB
easat-7445	102	66	science	science	NOUN
easat-7445	102	67	and	and	CCONJ
easat-7445	102	68	technology	technology	NOUN
easat-7445	102	69	issn	issn	PROPN
easat-7445	102	70	:	:	PUNCT
easat-7445	102	71	2576	2576	NUM
easat-7445	102	72	-	-	SYM
easat-7445	102	73	8484	8484	NUM
easat-7445	102	74	vol	vol	NOUN
easat-7445	102	75	.	.	PROPN
easat-7445	103	1	9	9	NUM
easat-7445	103	2	,	,	PUNCT
easat-7445	103	3	no	no	INTJ
easat-7445	103	4	.	.	NOUN
easat-7445	103	5	5	5	NUM
easat-7445	103	6	:	:	SYM
easat-7445	103	7	2239	2239	NUM
easat-7445	103	8	-	-	SYM
easat-7445	103	9	2247	2247	NUM
easat-7445	103	10	,	,	PUNCT
easat-7445	103	11	2025	2025	NUM
easat-7445	103	12	doi	doi	NOUN
easat-7445	103	13	:	:	PUNCT
easat-7445	103	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	103	15	©	©	PROPN
easat-7445	103	16	2025	2025	NUM
easat-7445	103	17	by	by	ADP
easat-7445	103	18	the	the	DET
easat-7445	103	19	authors	author	NOUN
easat-7445	103	20	;	;	PUNCT
easat-7445	104	1	licensee	licensee	PROPN
easat-7445	104	2	learning	learning	NOUN
easat-7445	104	3	gate	gate	PROPN
easat-7445	104	4	innovation	innovation	NOUN
easat-7445	104	5	,	,	PUNCT
easat-7445	104	6	and	and	CCONJ
easat-7445	104	7	the	the	DET
easat-7445	104	8	systematic	systematic	ADJ
easat-7445	104	9	management	management	NOUN
easat-7445	104	10	of	of	ADP
easat-7445	104	11	change	change	NOUN
easat-7445	104	12	that	that	PRON
easat-7445	104	13	will	will	AUX
easat-7445	104	14	lead	lead	VERB
easat-7445	104	15	to	to	ADP
easat-7445	104	16	the	the	DET
easat-7445	104	17	success	success	NOUN
easat-7445	104	18	of	of	ADP
easat-7445	104	19	raising	raise	VERB
easat-7445	104	20	the	the	DET
easat-7445	104	21	company	company	NOUN
easat-7445	104	22	's	's	PART
easat-7445	104	23	maintenance	maintenance	NOUN
easat-7445	104	24	system	system	NOUN
easat-7445	104	25	to	to	ADP
easat-7445	104	26	international	international	ADJ
easat-7445	104	27	standards	standard	NOUN
easat-7445	104	28	.	.	PUNCT
easat-7445	105	1	table	table	NOUN
easat-7445	105	2	2	2	NUM
easat-7445	105	3	.	.	PUNCT
easat-7445	106	1	the	the	DET
easat-7445	106	2	model	model	NOUN
easat-7445	106	3	of	of	ADP
easat-7445	106	4	adkar	adkar	PROPN
easat-7445	106	5	(	(	PUNCT
easat-7445	106	6	awareness	awareness	NOUN
easat-7445	106	7	,	,	PUNCT
easat-7445	106	8	desire	desire	NOUN
easat-7445	106	9	,	,	PUNCT
easat-7445	106	10	knowledge	knowledge	NOUN
easat-7445	106	11	,	,	PUNCT
easat-7445	106	12	ability	ability	NOUN
easat-7445	106	13	,	,	PUNCT
easat-7445	106	14	reinforcement	reinforcement	NOUN
easat-7445	106	15	)	)	PUNCT
easat-7445	106	16	.	.	PUNCT
easat-7445	107	1	procedure	procedure	NOUN
easat-7445	107	2	details	detail	NOUN
easat-7445	107	3	awareness	awareness	NOUN
easat-7445	107	4	create	create	VERB
easat-7445	107	5	an	an	DET
easat-7445	107	6	understanding	understanding	NOUN
easat-7445	107	7	of	of	ADP
easat-7445	107	8	the	the	DET
easat-7445	107	9	need	need	NOUN
easat-7445	107	10	for	for	ADP
easat-7445	107	11	smart	smart	ADJ
easat-7445	107	12	maintenance	maintenance	NOUN
easat-7445	107	13	desire	desire	NOUN
easat-7445	107	14	encourage	encourage	VERB
easat-7445	107	15	staff	staff	NOUN
easat-7445	107	16	and	and	CCONJ
easat-7445	107	17	management	management	NOUN
easat-7445	107	18	to	to	PART
easat-7445	107	19	support	support	VERB
easat-7445	107	20	the	the	DET
easat-7445	107	21	change	change	NOUN
easat-7445	107	22	knowledge	knowledge	NOUN
easat-7445	107	23	train	train	NOUN
easat-7445	107	24	and	and	CCONJ
easat-7445	107	25	increase	increase	VERB
easat-7445	107	26	understanding	understanding	NOUN
easat-7445	107	27	of	of	ADP
easat-7445	107	28	digital	digital	ADJ
easat-7445	107	29	technologies	technology	NOUN
easat-7445	107	30	ability	ability	NOUN
easat-7445	107	31	apply	apply	VERB
easat-7445	107	32	knowledge	knowledge	NOUN
easat-7445	107	33	and	and	CCONJ
easat-7445	107	34	experiment	experiment	NOUN
easat-7445	107	35	in	in	ADP
easat-7445	107	36	real	real	ADJ
easat-7445	107	37	-	-	PUNCT
easat-7445	107	38	world	world	NOUN
easat-7445	107	39	applications	application	NOUN
easat-7445	107	40	reinforcement	reinforcement	NOUN
easat-7445	107	41	continuous	continuous	ADJ
easat-7445	107	42	improvement	improvement	NOUN
easat-7445	107	43	of	of	ADP
easat-7445	107	44	processes	process	NOUN
easat-7445	107	45	and	and	CCONJ
easat-7445	107	46	promotion	promotion	NOUN
easat-7445	107	47	of	of	ADP
easat-7445	107	48	a	a	DET
easat-7445	107	49	culture	culture	NOUN
easat-7445	107	50	of	of	ADP
easat-7445	107	51	development	development	NOUN
easat-7445	107	52	source	source	NOUN
easat-7445	107	53	:	:	PUNCT
easat-7445	107	54	hiatt	hiatt	PROPN
easat-7445	108	1	[	[	X
easat-7445	108	2	26	26	NUM
easat-7445	108	3	]	]	SYM
easat-7445	108	4	3	3	NUM
easat-7445	108	5	.	.	PUNCT
easat-7445	108	6	maintenance	maintenance	NOUN
easat-7445	108	7	performance	performance	NOUN
easat-7445	108	8	measurement	measurement	NOUN
easat-7445	108	9	and	and	CCONJ
easat-7445	108	10	evaluation	evaluation	NOUN
easat-7445	108	11	3.1	3.1	NUM
easat-7445	108	12	.	.	PUNCT
easat-7445	109	1	key	key	ADJ
easat-7445	109	2	performance	performance	NOUN
easat-7445	109	3	indicators	indicator	NOUN
easat-7445	109	4	(	(	PUNCT
easat-7445	109	5	kpis	kpis	PROPN
easat-7445	109	6	)	)	PUNCT
easat-7445	109	7	defining	define	VERB
easat-7445	109	8	suitable	suitable	ADJ
easat-7445	109	9	key	key	ADJ
easat-7445	109	10	performance	performance	NOUN
easat-7445	109	11	indicators	indicator	NOUN
easat-7445	109	12	is	be	AUX
easat-7445	109	13	an	an	DET
easat-7445	109	14	important	important	ADJ
easat-7445	109	15	basis	basis	NOUN
easat-7445	109	16	for	for	ADP
easat-7445	109	17	evaluating	evaluate	VERB
easat-7445	109	18	maintenance	maintenance	NOUN
easat-7445	109	19	performance	performance	NOUN
easat-7445	109	20	.	.	PUNCT
easat-7445	110	1	leading	lead	VERB
easat-7445	110	2	key	key	ADJ
easat-7445	110	3	performance	performance	NOUN
easat-7445	110	4	indicators	indicator	NOUN
easat-7445	110	5	include	include	VERB
easat-7445	110	6	overall	overall	ADJ
easat-7445	110	7	equipment	equipment	NOUN
easat-7445	110	8	effectiveness	effectiveness	NOUN
easat-7445	110	9	(	(	PUNCT
easat-7445	110	10	oee	oee	NOUN
easat-7445	110	11	)	)	PUNCT
easat-7445	110	12	,	,	PUNCT
easat-7445	110	13	mean	mean	VERB
easat-7445	110	14	time	time	NOUN
easat-7445	110	15	between	between	ADP
easat-7445	110	16	failures	failure	NOUN
easat-7445	110	17	(	(	PUNCT
easat-7445	110	18	mtbf	mtbf	NOUN
easat-7445	110	19	)	)	PUNCT
easat-7445	110	20	,	,	PUNCT
easat-7445	110	21	mean	mean	VERB
easat-7445	110	22	time	time	NOUN
easat-7445	110	23	to	to	PART
easat-7445	110	24	repair	repair	VERB
easat-7445	110	25	(	(	PUNCT
easat-7445	110	26	mttr	mttr	NOUN
easat-7445	110	27	)	)	PUNCT
easat-7445	110	28	and	and	CCONJ
easat-7445	110	29	planned	plan	VERB
easat-7445	110	30	maintenance	maintenance	NOUN
easat-7445	110	31	percentage	percentage	NOUN
easat-7445	110	32	(	(	PUNCT
easat-7445	110	33	pmp	pmp	NOUN
easat-7445	110	34	)	)	PUNCT
easat-7445	110	35	,	,	PUNCT
easat-7445	110	36	which	which	PRON
easat-7445	110	37	allow	allow	VERB
easat-7445	110	38	companies	company	NOUN
easat-7445	110	39	to	to	PART
easat-7445	110	40	systematically	systematically	ADV
easat-7445	110	41	track	track	VERB
easat-7445	110	42	and	and	CCONJ
easat-7445	110	43	evaluate	evaluate	VERB
easat-7445	110	44	their	their	PRON
easat-7445	110	45	performance	performance	NOUN
easat-7445	110	46	.	.	PUNCT
easat-7445	111	1	research	research	NOUN
easat-7445	111	2	on	on	ADP
easat-7445	111	3	improving	improve	VERB
easat-7445	111	4	machine	machine	NOUN
easat-7445	111	5	maintenance	maintenance	NOUN
easat-7445	111	6	systems	system	NOUN
easat-7445	111	7	based	base	VERB
easat-7445	111	8	on	on	ADP
easat-7445	111	9	reliability	reliability	NOUN
easat-7445	111	10	found	find	VERB
easat-7445	111	11	that	that	SCONJ
easat-7445	111	12	after	after	ADP
easat-7445	111	13	the	the	DET
easat-7445	111	14	improvement	improvement	NOUN
easat-7445	111	15	,	,	PUNCT
easat-7445	111	16	overall	overall	ADJ
easat-7445	111	17	equipment	equipment	NOUN
easat-7445	111	18	effectiveness	effectiveness	NOUN
easat-7445	111	19	(	(	PUNCT
easat-7445	111	20	oee	oee	ADJ
easat-7445	111	21	)	)	PUNCT
easat-7445	111	22	increased	increase	VERB
easat-7445	111	23	by	by	ADP
easat-7445	111	24	17	17	NUM
easat-7445	111	25	percent	percent	NOUN
easat-7445	111	26	,	,	PUNCT
easat-7445	111	27	reliability	reliability	NOUN
easat-7445	111	28	performance	performance	NOUN
easat-7445	111	29	(	(	PUNCT
easat-7445	111	30	mttf	mttf	NOUN
easat-7445	111	31	)	)	PUNCT
easat-7445	111	32	increased	increase	VERB
easat-7445	111	33	by	by	ADP
easat-7445	111	34	an	an	DET
easat-7445	111	35	average	average	NOUN
easat-7445	111	36	of	of	ADP
easat-7445	111	37	22.68	22.68	NUM
easat-7445	111	38	hours	hour	NOUN
easat-7445	111	39	,	,	PUNCT
easat-7445	111	40	machine	machine	NOUN
easat-7445	111	41	maintenance	maintenance	NOUN
easat-7445	111	42	performance	performance	NOUN
easat-7445	111	43	(	(	PUNCT
easat-7445	111	44	mttr	mttr	NOUN
easat-7445	111	45	)	)	PUNCT
easat-7445	111	46	decreased	decrease	VERB
easat-7445	111	47	by	by	ADP
easat-7445	111	48	an	an	DET
easat-7445	111	49	average	average	NOUN
easat-7445	111	50	of	of	ADP
easat-7445	111	51	7.68	7.68	NUM
easat-7445	111	52	hours	hour	NOUN
easat-7445	111	53	and	and	CCONJ
easat-7445	111	54	system	system	NOUN
easat-7445	111	55	availability	availability	NOUN
easat-7445	111	56	performance	performance	NOUN
easat-7445	111	57	increased	increase	VERB
easat-7445	111	58	by	by	ADP
easat-7445	111	59	4.2	4.2	NUM
easat-7445	111	60	percent	percent	NOUN
easat-7445	111	61	[	[	X
easat-7445	111	62	27	27	NUM
easat-7445	111	63	]	]	PUNCT
easat-7445	111	64	.	.	PUNCT
easat-7445	112	1	3.2	3.2	NUM
easat-7445	112	2	.	.	PUNCT
easat-7445	113	1	financial	financial	ADJ
easat-7445	113	2	return	return	NOUN
easat-7445	113	3	on	on	ADP
easat-7445	113	4	investment	investment	NOUN
easat-7445	113	5	(	(	PUNCT
easat-7445	113	6	roi	roi	NOUN
easat-7445	113	7	)	)	PUNCT
easat-7445	113	8	managers	manager	NOUN
easat-7445	113	9	must	must	AUX
easat-7445	113	10	analyze	analyze	VERB
easat-7445	113	11	the	the	DET
easat-7445	113	12	financial	financial	ADJ
easat-7445	113	13	return	return	NOUN
easat-7445	113	14	on	on	ADP
easat-7445	113	15	investment	investment	NOUN
easat-7445	113	16	in	in	ADP
easat-7445	113	17	a	a	DET
easat-7445	113	18	modern	modern	ADJ
easat-7445	113	19	maintenance	maintenance	NOUN
easat-7445	113	20	system	system	NOUN
easat-7445	113	21	.	.	PUNCT
easat-7445	114	1	both	both	CCONJ
easat-7445	114	2	the	the	DET
easat-7445	114	3	direct	direct	ADJ
easat-7445	114	4	and	and	CCONJ
easat-7445	114	5	indirect	indirect	ADJ
easat-7445	114	6	costs	cost	NOUN
easat-7445	114	7	,	,	PUNCT
easat-7445	114	8	such	such	ADJ
easat-7445	114	9	as	as	ADP
easat-7445	114	10	installing	instal	VERB
easat-7445	114	11	the	the	DET
easat-7445	114	12	system	system	NOUN
easat-7445	114	13	,	,	PUNCT
easat-7445	114	14	training	train	VERB
easat-7445	114	15	employees	employee	NOUN
easat-7445	114	16	and	and	CCONJ
easat-7445	114	17	maintaining	maintain	VERB
easat-7445	114	18	the	the	DET
easat-7445	114	19	system	system	NOUN
easat-7445	114	20	,	,	PUNCT
easat-7445	114	21	should	should	AUX
easat-7445	114	22	be	be	AUX
easat-7445	114	23	considered	consider	VERB
easat-7445	114	24	in	in	ADP
easat-7445	114	25	comparison	comparison	NOUN
easat-7445	114	26	to	to	ADP
easat-7445	114	27	the	the	DET
easat-7445	114	28	benefits	benefit	NOUN
easat-7445	114	29	received	receive	VERB
easat-7445	114	30	.	.	PUNCT
easat-7445	115	1	accurate	accurate	ADJ
easat-7445	115	2	roi	roi	NOUN
easat-7445	115	3	calculations	calculation	NOUN
easat-7445	115	4	help	help	NOUN
easat-7445	115	5	with	with	ADP
easat-7445	115	6	investment	investment	NOUN
easat-7445	115	7	decisions	decision	NOUN
easat-7445	115	8	and	and	CCONJ
easat-7445	115	9	appropriate	appropriate	ADJ
easat-7445	115	10	resource	resource	NOUN
easat-7445	115	11	allocation	allocation	NOUN
easat-7445	115	12	.	.	PUNCT
easat-7445	116	1	one	one	NUM
easat-7445	116	2	study	study	NOUN
easat-7445	116	3	found	find	VERB
easat-7445	116	4	that	that	SCONJ
easat-7445	116	5	smart	smart	ADJ
easat-7445	116	6	sensors	sensor	NOUN
easat-7445	116	7	that	that	PRON
easat-7445	116	8	utilize	utilize	VERB
easat-7445	116	9	machine	machine	NOUN
easat-7445	116	10	learning	learning	NOUN
easat-7445	116	11	have	have	VERB
easat-7445	116	12	a	a	DET
easat-7445	116	13	return	return	NOUN
easat-7445	116	14	on	on	ADP
easat-7445	116	15	investment	investment	NOUN
easat-7445	116	16	(	(	PUNCT
easat-7445	116	17	roi	roi	NOUN
easat-7445	116	18	)	)	PUNCT
easat-7445	116	19	of	of	ADP
easat-7445	116	20	33.3	33.3	NUM
easat-7445	116	21	percent	percent	NOUN
easat-7445	116	22	and	and	CCONJ
easat-7445	116	23	a	a	DET
easat-7445	116	24	positive	positive	ADJ
easat-7445	116	25	net	net	ADJ
easat-7445	116	26	present	present	ADJ
easat-7445	116	27	value	value	NOUN
easat-7445	116	28	(	(	PUNCT
easat-7445	116	29	npv	npv	NOUN
easat-7445	116	30	)	)	PUNCT
easat-7445	116	31	over	over	ADP
easat-7445	116	32	five	five	NUM
easat-7445	116	33	years	year	NOUN
easat-7445	117	1	[	[	X
easat-7445	117	2	8	8	NUM
easat-7445	117	3	]	]	PUNCT
easat-7445	117	4	.	.	PUNCT
easat-7445	118	1	in	in	ADP
easat-7445	118	2	addition	addition	NOUN
easat-7445	118	3	,	,	PUNCT
easat-7445	118	4	the	the	DET
easat-7445	118	5	implementation	implementation	NOUN
easat-7445	118	6	of	of	ADP
easat-7445	118	7	predictive	predictive	ADJ
easat-7445	118	8	maintenance	maintenance	NOUN
easat-7445	118	9	systems	system	NOUN
easat-7445	118	10	can	can	AUX
easat-7445	118	11	increase	increase	VERB
easat-7445	118	12	machine	machine	NOUN
easat-7445	118	13	availability	availability	NOUN
easat-7445	118	14	from	from	ADP
easat-7445	118	15	80	80	NUM
easat-7445	118	16	percent	percent	NOUN
easat-7445	118	17	to	to	ADP
easat-7445	118	18	90	90	NUM
easat-7445	118	19	percent	percent	NOUN
easat-7445	118	20	[	[	X
easat-7445	118	21	19	19	NUM
easat-7445	118	22	]	]	PUNCT
easat-7445	118	23	with	with	ADP
easat-7445	118	24	the	the	DET
easat-7445	118	25	break	break	NOUN
easat-7445	118	26	-	-	PUNCT
easat-7445	118	27	even	even	ADV
easat-7445	118	28	point	point	NOUN
easat-7445	118	29	for	for	ADP
easat-7445	118	30	investments	investment	NOUN
easat-7445	118	31	in	in	ADP
easat-7445	118	32	innovative	innovative	ADJ
easat-7445	118	33	maintenance	maintenance	NOUN
easat-7445	118	34	systems	system	NOUN
easat-7445	118	35	typically	typically	ADV
easat-7445	118	36	being	be	AUX
easat-7445	118	37	18	18	NUM
easat-7445	118	38	-	-	SYM
easat-7445	118	39	24	24	NUM
easat-7445	118	40	months	month	NOUN
easat-7445	118	41	[	[	X
easat-7445	118	42	28	28	NUM
easat-7445	118	43	]	]	PUNCT
easat-7445	118	44	.	.	PUNCT
easat-7445	119	1	3.3	3.3	NUM
easat-7445	119	2	.	.	PUNCT
easat-7445	120	1	industry	industry	NOUN
easat-7445	120	2	standards	standard	NOUN
easat-7445	120	3	and	and	CCONJ
easat-7445	120	4	requirements	requirement	NOUN
easat-7445	120	5	compliance	compliance	NOUN
easat-7445	120	6	with	with	ADP
easat-7445	120	7	industry	industry	NOUN
easat-7445	120	8	standards	standard	NOUN
easat-7445	120	9	is	be	AUX
easat-7445	120	10	essential	essential	ADJ
easat-7445	120	11	to	to	PART
easat-7445	120	12	ensure	ensure	VERB
easat-7445	120	13	the	the	DET
easat-7445	120	14	quality	quality	NOUN
easat-7445	120	15	and	and	CCONJ
easat-7445	120	16	reliability	reliability	NOUN
easat-7445	120	17	of	of	ADP
easat-7445	120	18	maintenance	maintenance	NOUN
easat-7445	120	19	processes	process	NOUN
easat-7445	120	20	.	.	PUNCT
easat-7445	121	1	key	key	ADJ
easat-7445	121	2	standards	standard	NOUN
easat-7445	121	3	such	such	ADJ
easat-7445	121	4	as	as	ADP
easat-7445	121	5	iso	iso	NOUN
easat-7445	121	6	55000	55000	NUM
easat-7445	121	7	(	(	PUNCT
easat-7445	121	8	asset	asset	NOUN
easat-7445	121	9	management	management	NOUN
easat-7445	121	10	)	)	PUNCT
easat-7445	121	11	,	,	PUNCT
easat-7445	121	12	iso	iso	NOUN
easat-7445	121	13	14224	14224	NUM
easat-7445	121	14	(	(	PUNCT
easat-7445	121	15	collection	collection	NOUN
easat-7445	121	16	and	and	CCONJ
easat-7445	121	17	exchange	exchange	NOUN
easat-7445	121	18	of	of	ADP
easat-7445	121	19	reliability	reliability	NOUN
easat-7445	121	20	and	and	CCONJ
easat-7445	121	21	maintenance	maintenance	NOUN
easat-7445	121	22	data	datum	NOUN
easat-7445	121	23	)	)	PUNCT
easat-7445	122	1	[	[	X
easat-7445	122	2	10	10	NUM
easat-7445	122	3	]	]	PUNCT
easat-7445	122	4	and	and	CCONJ
easat-7445	122	5	en	en	PROPN
easat-7445	122	6	15341	15341	NUM
easat-7445	122	7	(	(	PUNCT
easat-7445	122	8	maintenance	maintenance	NOUN
easat-7445	122	9	key	key	ADJ
easat-7445	122	10	performance	performance	NOUN
easat-7445	122	11	indicators	indicator	NOUN
easat-7445	122	12	)	)	PUNCT
easat-7445	122	13	help	help	NOUN
easat-7445	122	14	in	in	ADP
easat-7445	122	15	the	the	DET
easat-7445	122	16	development	development	NOUN
easat-7445	122	17	and	and	CCONJ
easat-7445	122	18	evaluation	evaluation	NOUN
easat-7445	122	19	of	of	ADP
easat-7445	122	20	maintenance	maintenance	NOUN
easat-7445	122	21	systems	system	NOUN
easat-7445	122	22	.	.	PUNCT
easat-7445	123	1	companies	company	NOUN
easat-7445	123	2	should	should	AUX
easat-7445	123	3	regularly	regularly	ADV
easat-7445	123	4	review	review	VERB
easat-7445	123	5	their	their	PRON
easat-7445	123	6	processes	process	NOUN
easat-7445	123	7	and	and	CCONJ
easat-7445	123	8	improve	improve	VERB
easat-7445	123	9	them	they	PRON
easat-7445	123	10	in	in	ADP
easat-7445	123	11	line	line	NOUN
easat-7445	123	12	with	with	ADP
easat-7445	123	13	the	the	DET
easat-7445	123	14	standards	standard	NOUN
easat-7445	123	15	to	to	PART
easat-7445	123	16	increase	increase	VERB
easat-7445	123	17	the	the	DET
easat-7445	123	18	efficiency	efficiency	NOUN
easat-7445	123	19	and	and	CCONJ
easat-7445	123	20	reliability	reliability	NOUN
easat-7445	123	21	of	of	ADP
easat-7445	123	22	the	the	DET
easat-7445	123	23	production	production	NOUN
easat-7445	123	24	system	system	NOUN
easat-7445	123	25	[	[	X
easat-7445	123	26	29	29	NUM
easat-7445	123	27	]	]	PUNCT
easat-7445	123	28	.	.	PUNCT
easat-7445	124	1	3.4	3.4	NUM
easat-7445	124	2	.	.	PUNCT
easat-7445	124	3	regulatory	regulatory	ADJ
easat-7445	124	4	compliance	compliance	NOUN
easat-7445	124	5	and	and	CCONJ
easat-7445	124	6	safety	safety	NOUN
easat-7445	124	7	safety	safety	NOUN
easat-7445	124	8	and	and	CCONJ
easat-7445	124	9	regulatory	regulatory	ADJ
easat-7445	124	10	compliance	compliance	NOUN
easat-7445	124	11	are	be	AUX
easat-7445	124	12	key	key	ADJ
easat-7445	124	13	components	component	NOUN
easat-7445	124	14	of	of	ADP
easat-7445	124	15	effective	effective	ADJ
easat-7445	124	16	maintenance	maintenance	NOUN
easat-7445	124	17	[	[	X
easat-7445	124	18	30	30	NUM
easat-7445	124	19	]	]	PUNCT
easat-7445	124	20	.	.	PUNCT
easat-7445	125	1	companies	company	NOUN
easat-7445	125	2	must	must	AUX
easat-7445	125	3	have	have	VERB
easat-7445	125	4	a	a	DET
easat-7445	125	5	comprehensive	comprehensive	ADJ
easat-7445	125	6	safety	safety	NOUN
easat-7445	125	7	management	management	NOUN
easat-7445	125	8	system	system	NOUN
easat-7445	125	9	that	that	PRON
easat-7445	125	10	includes	include	VERB
easat-7445	125	11	accident	accident	NOUN
easat-7445	125	12	prevention	prevention	NOUN
easat-7445	125	13	[	[	X
easat-7445	125	14	23	23	NUM
easat-7445	125	15	]	]	PUNCT
easat-7445	125	16	employee	employee	NOUN
easat-7445	125	17	training	training	NOUN
easat-7445	125	18	and	and	CCONJ
easat-7445	125	19	work	work	NOUN
easat-7445	125	20	environment	environment	NOUN
easat-7445	125	21	management	management	NOUN
easat-7445	125	22	.	.	PUNCT
easat-7445	126	1	modern	modern	ADJ
easat-7445	126	2	technologies	technology	NOUN
easat-7445	126	3	such	such	ADJ
easat-7445	126	4	as	as	ADP
easat-7445	126	5	iot	iot	NOUN
easat-7445	126	6	and	and	CCONJ
easat-7445	126	7	ai	ai	INTJ
easat-7445	126	8	can	can	AUX
easat-7445	126	9	help	help	VERB
easat-7445	126	10	to	to	PART
easat-7445	126	11	monitor	monitor	VERB
easat-7445	126	12	and	and	CCONJ
easat-7445	126	13	control	control	VERB
easat-7445	126	14	safety	safety	NOUN
easat-7445	126	15	more	more	ADV
easat-7445	126	16	effectively	effectively	ADV
easat-7445	126	17	.	.	PUNCT
easat-7445	127	1	an	an	DET
easat-7445	127	2	effective	effective	ADJ
easat-7445	127	3	maintenance	maintenance	NOUN
easat-7445	127	4	system	system	NOUN
easat-7445	127	5	must	must	AUX
easat-7445	127	6	prioritize	prioritize	VERB
easat-7445	127	7	safety	safety	NOUN
easat-7445	127	8	and	and	CCONJ
easat-7445	127	9	compliance	compliance	NOUN
easat-7445	127	10	with	with	ADP
easat-7445	127	11	relevant	relevant	ADJ
easat-7445	127	12	laws	law	NOUN
easat-7445	127	13	and	and	CCONJ
easat-7445	127	14	regulations	regulation	NOUN
easat-7445	127	15	[	[	X
easat-7445	127	16	22	22	NUM
easat-7445	127	17	]	]	PUNCT
easat-7445	127	18	.	.	PUNCT
easat-7445	128	1	2244	2244	NUM
easat-7445	128	2	edelweiss	edelweiss	PROPN
easat-7445	128	3	applied	apply	VERB
easat-7445	128	4	science	science	NOUN
easat-7445	128	5	and	and	CCONJ
easat-7445	128	6	technology	technology	NOUN
easat-7445	128	7	issn	issn	PROPN
easat-7445	128	8	:	:	PUNCT
easat-7445	128	9	2576	2576	NUM
easat-7445	128	10	-	-	SYM
easat-7445	128	11	8484	8484	NUM
easat-7445	128	12	vol	vol	NOUN
easat-7445	128	13	.	.	PROPN
easat-7445	129	1	9	9	NUM
easat-7445	129	2	,	,	PUNCT
easat-7445	129	3	no	no	INTJ
easat-7445	129	4	.	.	NOUN
easat-7445	129	5	5	5	NUM
easat-7445	129	6	:	:	SYM
easat-7445	129	7	2239	2239	NUM
easat-7445	129	8	-	-	SYM
easat-7445	129	9	2247	2247	NUM
easat-7445	129	10	,	,	PUNCT
easat-7445	129	11	2025	2025	NUM
easat-7445	129	12	doi	doi	NOUN
easat-7445	129	13	:	:	PUNCT
easat-7445	129	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	129	15	©	©	PROPN
easat-7445	129	16	2025	2025	NUM
easat-7445	129	17	by	by	ADP
easat-7445	129	18	the	the	DET
easat-7445	129	19	authors	author	NOUN
easat-7445	129	20	;	;	PUNCT
easat-7445	129	21	licensee	licensee	PROPN
easat-7445	129	22	learning	learning	NOUN
easat-7445	129	23	gate	gate	NOUN
easat-7445	129	24	3.5	3.5	NUM
easat-7445	129	25	.	.	PUNCT
easat-7445	130	1	continuous	continuous	ADJ
easat-7445	130	2	monitoring	monitoring	NOUN
easat-7445	130	3	and	and	CCONJ
easat-7445	130	4	improvement	improvement	NOUN
easat-7445	130	5	the	the	DET
easat-7445	130	6	continuous	continuous	ADJ
easat-7445	130	7	development	development	NOUN
easat-7445	130	8	of	of	ADP
easat-7445	130	9	a	a	DET
easat-7445	130	10	maintenance	maintenance	NOUN
easat-7445	130	11	system	system	NOUN
easat-7445	130	12	is	be	AUX
easat-7445	130	13	the	the	DET
easat-7445	130	14	key	key	NOUN
easat-7445	130	15	to	to	ADP
easat-7445	130	16	long	long	ADJ
easat-7445	130	17	-	-	PUNCT
easat-7445	130	18	term	term	NOUN
easat-7445	130	19	success	success	NOUN
easat-7445	130	20	.	.	PUNCT
easat-7445	131	1	companies	company	NOUN
easat-7445	131	2	should	should	AUX
easat-7445	131	3	regularly	regularly	ADV
easat-7445	131	4	analyze	analyze	VERB
easat-7445	131	5	their	their	PRON
easat-7445	131	6	performance	performance	NOUN
easat-7445	131	7	using	use	VERB
easat-7445	131	8	real	real	ADJ
easat-7445	131	9	-	-	PUNCT
easat-7445	131	10	time	time	NOUN
easat-7445	131	11	tracking	tracking	NOUN
easat-7445	131	12	and	and	CCONJ
easat-7445	131	13	analytics	analytic	NOUN
easat-7445	131	14	data	datum	NOUN
easat-7445	131	15	.	.	PUNCT
easat-7445	132	1	applying	apply	VERB
easat-7445	132	2	the	the	DET
easat-7445	132	3	concepts	concept	NOUN
easat-7445	132	4	of	of	ADP
easat-7445	132	5	continuous	continuous	ADJ
easat-7445	132	6	improvement	improvement	NOUN
easat-7445	132	7	and	and	CCONJ
easat-7445	132	8	kaizen	kaizen	PROPN
easat-7445	132	9	helps	help	VERB
easat-7445	132	10	organizations	organization	NOUN
easat-7445	132	11	to	to	PART
easat-7445	132	12	effectively	effectively	ADV
easat-7445	132	13	improve	improve	VERB
easat-7445	132	14	and	and	CCONJ
easat-7445	132	15	evolve	evolve	VERB
easat-7445	132	16	their	their	PRON
easat-7445	132	17	maintenance	maintenance	NOUN
easat-7445	132	18	processes	process	NOUN
easat-7445	132	19	.	.	PUNCT
easat-7445	133	1	this	this	DET
easat-7445	133	2	continuous	continuous	ADJ
easat-7445	133	3	improvement	improvement	NOUN
easat-7445	133	4	should	should	AUX
easat-7445	133	5	encompass	encompass	VERB
easat-7445	133	6	technology	technology	NOUN
easat-7445	133	7	,	,	PUNCT
easat-7445	133	8	workflows	workflow	NOUN
easat-7445	133	9	and	and	CCONJ
easat-7445	133	10	staff	staff	NOUN
easat-7445	133	11	development	development	NOUN
easat-7445	133	12	.	.	PUNCT
easat-7445	134	1	to	to	PART
easat-7445	134	2	make	make	VERB
easat-7445	134	3	the	the	DET
easat-7445	134	4	maintenance	maintenance	NOUN
easat-7445	134	5	system	system	NOUN
easat-7445	134	6	modern	modern	ADJ
easat-7445	134	7	and	and	CCONJ
easat-7445	134	8	respond	respond	VERB
easat-7445	134	9	effectively	effectively	ADV
easat-7445	134	10	to	to	ADP
easat-7445	134	11	the	the	DET
easat-7445	134	12	needs	need	NOUN
easat-7445	134	13	of	of	ADP
easat-7445	134	14	the	the	DET
easat-7445	134	15	organization	organization	NOUN
easat-7445	134	16	[	[	X
easat-7445	134	17	11	11	NUM
easat-7445	134	18	,	,	PUNCT
easat-7445	134	19	27	27	NUM
easat-7445	134	20	]	]	PUNCT
easat-7445	134	21	.	.	PUNCT
easat-7445	135	1	4	4	X
easat-7445	135	2	.	.	NUM
easat-7445	135	3	trends	trend	NOUN
easat-7445	135	4	and	and	CCONJ
easat-7445	135	5	future	future	NOUN
easat-7445	135	6	of	of	ADP
easat-7445	135	7	industrial	industrial	ADJ
easat-7445	135	8	maintenance	maintenance	NOUN
easat-7445	135	9	4.1	4.1	NUM
easat-7445	135	10	.	.	PUNCT
easat-7445	136	1	future	future	ADJ
easat-7445	136	2	technology	technology	NOUN
easat-7445	136	3	and	and	CCONJ
easat-7445	136	4	innovation	innovation	NOUN
easat-7445	136	5	future	future	ADJ
easat-7445	136	6	technology	technology	NOUN
easat-7445	136	7	and	and	CCONJ
easat-7445	136	8	innovation	innovation	NOUN
easat-7445	136	9	play	play	VERB
easat-7445	136	10	a	a	DET
easat-7445	136	11	key	key	ADJ
easat-7445	136	12	role	role	NOUN
easat-7445	136	13	in	in	ADP
easat-7445	136	14	the	the	DET
easat-7445	136	15	development	development	NOUN
easat-7445	136	16	of	of	ADP
easat-7445	136	17	maintenance	maintenance	NOUN
easat-7445	136	18	systems	system	NOUN
easat-7445	136	19	,	,	PUNCT
easat-7445	136	20	especially	especially	ADV
easat-7445	136	21	the	the	DET
easat-7445	136	22	use	use	NOUN
easat-7445	136	23	of	of	ADP
easat-7445	136	24	advanced	advanced	ADJ
easat-7445	136	25	analytics	analytic	NOUN
easat-7445	136	26	and	and	CCONJ
easat-7445	136	27	digital	digital	ADJ
easat-7445	136	28	twin	twin	NOUN
easat-7445	136	29	,	,	PUNCT
easat-7445	136	30	which	which	PRON
easat-7445	136	31	can	can	AUX
easat-7445	136	32	be	be	AUX
easat-7445	136	33	used	use	VERB
easat-7445	136	34	to	to	PART
easat-7445	136	35	create	create	VERB
easat-7445	136	36	virtual	virtual	ADJ
easat-7445	136	37	models	model	NOUN
easat-7445	136	38	of	of	ADP
easat-7445	136	39	equipment	equipment	NOUN
easat-7445	136	40	that	that	PRON
easat-7445	136	41	enable	enable	VERB
easat-7445	136	42	the	the	DET
easat-7445	136	43	analysis	analysis	NOUN
easat-7445	136	44	of	of	ADP
easat-7445	136	45	operating	operating	NOUN
easat-7445	136	46	conditions	condition	NOUN
easat-7445	136	47	,	,	PUNCT
easat-7445	136	48	the	the	DET
easat-7445	136	49	prediction	prediction	NOUN
easat-7445	136	50	of	of	ADP
easat-7445	136	51	failures	failure	NOUN
easat-7445	136	52	and	and	CCONJ
easat-7445	136	53	the	the	DET
easat-7445	136	54	improvement	improvement	NOUN
easat-7445	136	55	of	of	ADP
easat-7445	136	56	maintenance	maintenance	NOUN
easat-7445	136	57	efficiency	efficiency	NOUN
easat-7445	136	58	in	in	ADP
easat-7445	136	59	advance	advance	NOUN
easat-7445	136	60	.	.	PUNCT
easat-7445	137	1	advanced	advanced	ADJ
easat-7445	137	2	data	datum	NOUN
easat-7445	137	3	analytics	analytic	NOUN
easat-7445	137	4	also	also	ADV
easat-7445	137	5	increases	increase	VERB
easat-7445	137	6	the	the	DET
easat-7445	137	7	accuracy	accuracy	NOUN
easat-7445	137	8	of	of	ADP
easat-7445	137	9	predictive	predictive	ADJ
easat-7445	137	10	maintenance	maintenance	NOUN
easat-7445	137	11	,	,	PUNCT
easat-7445	137	12	reduces	reduce	VERB
easat-7445	137	13	unnecessary	unnecessary	ADJ
easat-7445	137	14	maintenance	maintenance	NOUN
easat-7445	137	15	and	and	CCONJ
easat-7445	137	16	extends	extend	VERB
easat-7445	137	17	the	the	DET
easat-7445	137	18	life	life	NOUN
easat-7445	137	19	of	of	ADP
easat-7445	137	20	machinery	machinery	NOUN
easat-7445	137	21	[	[	X
easat-7445	137	22	31	31	NUM
easat-7445	137	23	]	]	PUNCT
easat-7445	137	24	.	.	PUNCT
easat-7445	138	1	augmented	augment	VERB
easat-7445	138	2	reality	reality	NOUN
easat-7445	138	3	(	(	PUNCT
easat-7445	138	4	ar	ar	NOUN
easat-7445	138	5	)	)	PUNCT
easat-7445	138	6	and	and	CCONJ
easat-7445	138	7	virtual	virtual	ADJ
easat-7445	138	8	reality	reality	NOUN
easat-7445	138	9	(	(	PUNCT
easat-7445	138	10	vr	vr	NOUN
easat-7445	138	11	)	)	PUNCT
easat-7445	138	12	technologies	technology	NOUN
easat-7445	138	13	allow	allow	VERB
easat-7445	138	14	technicians	technician	NOUN
easat-7445	138	15	to	to	PART
easat-7445	138	16	see	see	VERB
easat-7445	138	17	data	datum	NOUN
easat-7445	138	18	superimposed	superimpose	VERB
easat-7445	138	19	on	on	ADP
easat-7445	138	20	real	real	ADJ
easat-7445	138	21	equipment	equipment	NOUN
easat-7445	138	22	or	or	CCONJ
easat-7445	138	23	practice	practice	NOUN
easat-7445	138	24	repairs	repair	NOUN
easat-7445	138	25	in	in	ADP
easat-7445	138	26	a	a	DET
easat-7445	138	27	virtual	virtual	ADJ
easat-7445	138	28	environment	environment	NOUN
easat-7445	138	29	before	before	ADP
easat-7445	138	30	performing	perform	VERB
easat-7445	138	31	them	they	PRON
easat-7445	138	32	,	,	PUNCT
easat-7445	138	33	reducing	reduce	VERB
easat-7445	138	34	errors	error	NOUN
easat-7445	138	35	and	and	CCONJ
easat-7445	138	36	increasing	increase	VERB
easat-7445	138	37	work	work	NOUN
easat-7445	138	38	efficiency	efficiency	NOUN
easat-7445	138	39	[	[	X
easat-7445	138	40	32	32	NUM
easat-7445	138	41	]	]	PUNCT
easat-7445	138	42	.	.	PUNCT
easat-7445	139	1	edge	edge	NOUN
easat-7445	139	2	computing	computing	NOUN
easat-7445	139	3	enables	enable	VERB
easat-7445	139	4	data	datum	NOUN
easat-7445	139	5	processing	processing	NOUN
easat-7445	139	6	from	from	ADP
easat-7445	139	7	sensors	sensor	NOUN
easat-7445	139	8	and	and	CCONJ
easat-7445	139	9	iot	iot	NOUN
easat-7445	139	10	devices	device	NOUN
easat-7445	139	11	directly	directly	ADV
easat-7445	139	12	at	at	ADP
easat-7445	139	13	the	the	DET
easat-7445	139	14	edge	edge	NOUN
easat-7445	139	15	unit	unit	NOUN
easat-7445	139	16	,	,	PUNCT
easat-7445	139	17	reducing	reduce	VERB
easat-7445	139	18	the	the	DET
easat-7445	139	19	amount	amount	NOUN
easat-7445	139	20	of	of	ADP
easat-7445	139	21	data	datum	NOUN
easat-7445	139	22	transfer	transfer	NOUN
easat-7445	139	23	to	to	ADP
easat-7445	139	24	the	the	DET
easat-7445	139	25	cloud	cloud	NOUN
easat-7445	139	26	system	system	NOUN
easat-7445	139	27	and	and	CCONJ
easat-7445	139	28	enabling	enable	VERB
easat-7445	139	29	real	real	ADJ
easat-7445	139	30	-	-	PUNCT
easat-7445	139	31	time	time	NOUN
easat-7445	139	32	alerts	alert	NOUN
easat-7445	139	33	and	and	CCONJ
easat-7445	139	34	responses	response	NOUN
easat-7445	139	35	[	[	X
easat-7445	139	36	33	33	NUM
easat-7445	139	37	]	]	PUNCT
easat-7445	139	38	.	.	PUNCT
easat-7445	140	1	5	5	NUM
easat-7445	140	2	g	g	NOUN
easat-7445	140	3	networks	network	NOUN
easat-7445	140	4	will	will	AUX
easat-7445	140	5	enable	enable	VERB
easat-7445	140	6	faster	fast	ADV
easat-7445	140	7	and	and	CCONJ
easat-7445	140	8	more	more	ADV
easat-7445	140	9	stable	stable	ADJ
easat-7445	140	10	connections	connection	NOUN
easat-7445	140	11	between	between	ADP
easat-7445	140	12	iot	iot	PROPN
easat-7445	140	13	devices	device	NOUN
easat-7445	140	14	and	and	CCONJ
easat-7445	140	15	maintenance	maintenance	NOUN
easat-7445	140	16	systems	system	NOUN
easat-7445	140	17	and	and	CCONJ
easat-7445	140	18	support	support	VERB
easat-7445	140	19	efficient	efficient	ADJ
easat-7445	140	20	remote	remote	ADJ
easat-7445	140	21	maintenance	maintenance	NOUN
easat-7445	140	22	[	[	X
easat-7445	140	23	34	34	NUM
easat-7445	140	24	]	]	PUNCT
easat-7445	140	25	.	.	PUNCT
easat-7445	141	1	quantum	quantum	PROPN
easat-7445	141	2	computing	computing	NOUN
easat-7445	141	3	helps	helps	AUX
easat-7445	141	4	analyze	analyze	VERB
easat-7445	141	5	large	large	ADJ
easat-7445	141	6	,	,	PUNCT
easat-7445	141	7	complex	complex	ADJ
easat-7445	141	8	data	datum	NOUN
easat-7445	141	9	.	.	PUNCT
easat-7445	142	1	higher	high	ADJ
easat-7445	142	2	accuracy	accuracy	NOUN
easat-7445	142	3	in	in	ADP
easat-7445	142	4	predicting	predict	VERB
easat-7445	142	5	machine	machine	NOUN
easat-7445	142	6	failures	failure	NOUN
easat-7445	142	7	[	[	X
easat-7445	142	8	32	32	NUM
easat-7445	142	9	]	]	PUNCT
easat-7445	142	10	and	and	CCONJ
easat-7445	142	11	automation	automation	NOUN
easat-7445	142	12	and	and	CCONJ
easat-7445	142	13	robotics	robotic	NOUN
easat-7445	142	14	reduce	reduce	VERB
easat-7445	142	15	human	human	ADJ
easat-7445	142	16	workload	workload	NOUN
easat-7445	142	17	in	in	ADP
easat-7445	142	18	high	high	ADJ
easat-7445	142	19	-	-	PUNCT
easat-7445	142	20	risk	risk	NOUN
easat-7445	142	21	tasks	task	NOUN
easat-7445	142	22	,	,	PUNCT
easat-7445	142	23	enable	enable	VERB
easat-7445	142	24	continuous	continuous	ADJ
easat-7445	142	25	maintenance	maintenance	NOUN
easat-7445	142	26	,	,	PUNCT
easat-7445	142	27	reduce	reduce	VERB
easat-7445	142	28	downtime	downtime	NOUN
easat-7445	142	29	and	and	CCONJ
easat-7445	142	30	increase	increase	VERB
easat-7445	142	31	productivity	productivity	NOUN
easat-7445	142	32	[	[	X
easat-7445	142	33	35	35	NUM
easat-7445	142	34	]	]	SYM
easat-7445	142	35	.	.	PUNCT
easat-7445	143	1	4.2	4.2	NUM
easat-7445	143	2	.	.	PUNCT
easat-7445	143	3	challenges	challenge	NOUN
easat-7445	143	4	and	and	CCONJ
easat-7445	143	5	opportunities	opportunity	NOUN
easat-7445	143	6	the	the	DET
easat-7445	143	7	biggest	big	ADJ
easat-7445	143	8	challenges	challenge	NOUN
easat-7445	143	9	in	in	ADP
easat-7445	143	10	the	the	DET
easat-7445	143	11	development	development	NOUN
easat-7445	143	12	of	of	ADP
easat-7445	143	13	modern	modern	ADJ
easat-7445	143	14	maintenance	maintenance	NOUN
easat-7445	143	15	systems	system	NOUN
easat-7445	143	16	are	be	AUX
easat-7445	143	17	cyber	cyber	ADJ
easat-7445	143	18	security	security	NOUN
easat-7445	143	19	and	and	CCONJ
easat-7445	143	20	big	big	ADJ
easat-7445	143	21	data	datum	NOUN
easat-7445	143	22	management	management	NOUN
easat-7445	143	23	.	.	PUNCT
easat-7445	144	1	companies	company	NOUN
easat-7445	144	2	need	need	VERB
easat-7445	144	3	to	to	PART
easat-7445	144	4	integrate	integrate	VERB
easat-7445	144	5	old	old	ADJ
easat-7445	144	6	and	and	CCONJ
easat-7445	144	7	new	new	ADJ
easat-7445	144	8	systems	system	NOUN
easat-7445	144	9	and	and	CCONJ
easat-7445	144	10	train	train	VERB
easat-7445	144	11	their	their	PRON
easat-7445	144	12	employees	employee	NOUN
easat-7445	144	13	to	to	PART
easat-7445	144	14	keep	keep	VERB
easat-7445	144	15	up	up	ADP
easat-7445	144	16	with	with	ADP
easat-7445	144	17	technology	technology	NOUN
easat-7445	144	18	.	.	PUNCT
easat-7445	145	1	however	however	ADV
easat-7445	145	2	,	,	PUNCT
easat-7445	145	3	there	there	PRON
easat-7445	145	4	are	be	VERB
easat-7445	145	5	also	also	ADV
easat-7445	145	6	opportunities	opportunity	NOUN
easat-7445	145	7	to	to	PART
easat-7445	145	8	develop	develop	VERB
easat-7445	145	9	new	new	ADJ
easat-7445	145	10	business	business	NOUN
easat-7445	145	11	areas	area	NOUN
easat-7445	145	12	,	,	PUNCT
easat-7445	145	13	such	such	ADJ
easat-7445	145	14	as	as	ADP
easat-7445	145	15	subscription	subscription	NOUN
easat-7445	145	16	-	-	PUNCT
easat-7445	145	17	based	base	VERB
easat-7445	145	18	maintenance	maintenance	NOUN
easat-7445	145	19	services	service	NOUN
easat-7445	145	20	and	and	CCONJ
easat-7445	145	21	data	datum	NOUN
easat-7445	145	22	analytics	analytic	NOUN
easat-7445	145	23	for	for	ADP
easat-7445	145	24	business	business	NOUN
easat-7445	145	25	decision	decision	NOUN
easat-7445	145	26	making	making	NOUN
easat-7445	145	27	.	.	PUNCT
easat-7445	146	1	using	use	VERB
easat-7445	146	2	blockchain	blockchain	PROPN
easat-7445	146	3	to	to	PART
easat-7445	146	4	track	track	VERB
easat-7445	146	5	maintenance	maintenance	NOUN
easat-7445	146	6	history	history	NOUN
easat-7445	146	7	and	and	CCONJ
easat-7445	146	8	certify	certify	NOUN
easat-7445	146	9	parts	part	NOUN
easat-7445	146	10	quality	quality	NOUN
easat-7445	146	11	will	will	AUX
easat-7445	146	12	create	create	VERB
easat-7445	146	13	a	a	DET
easat-7445	146	14	competitive	competitive	ADJ
easat-7445	146	15	advantage	advantage	NOUN
easat-7445	146	16	[	[	X
easat-7445	146	17	36	36	NUM
easat-7445	146	18	]	]	PUNCT
easat-7445	146	19	.	.	PUNCT
easat-7445	147	1	challenges	challenge	NOUN
easat-7445	147	2	faced	face	VERB
easat-7445	147	3	by	by	ADP
easat-7445	147	4	thai	thai	PROPN
easat-7445	147	5	smes	smes	PROPN
easat-7445	147	6	include	include	VERB
easat-7445	147	7	low	low	ADJ
easat-7445	147	8	digital	digital	ADJ
easat-7445	147	9	readiness	readiness	NOUN
easat-7445	147	10	,	,	PUNCT
easat-7445	147	11	lack	lack	NOUN
easat-7445	147	12	of	of	ADP
easat-7445	147	13	skills	skill	NOUN
easat-7445	147	14	and	and	CCONJ
easat-7445	147	15	the	the	DET
easat-7445	147	16	need	need	NOUN
easat-7445	147	17	to	to	PART
easat-7445	147	18	invest	invest	VERB
easat-7445	147	19	in	in	ADP
easat-7445	147	20	new	new	ADJ
easat-7445	147	21	technologies	technology	NOUN
easat-7445	147	22	.	.	PUNCT
easat-7445	148	1	overcoming	overcome	VERB
easat-7445	148	2	these	these	DET
easat-7445	148	3	challenges	challenge	NOUN
easat-7445	148	4	through	through	ADP
easat-7445	148	5	targeted	target	VERB
easat-7445	148	6	strategies	strategy	NOUN
easat-7445	148	7	can	can	AUX
easat-7445	148	8	increase	increase	VERB
easat-7445	148	9	productivity	productivity	NOUN
easat-7445	148	10	and	and	CCONJ
easat-7445	148	11	competitiveness	competitiveness	NOUN
easat-7445	148	12	,	,	PUNCT
easat-7445	148	13	which	which	PRON
easat-7445	148	14	will	will	AUX
easat-7445	148	15	contribute	contribute	VERB
easat-7445	148	16	to	to	ADP
easat-7445	148	17	the	the	DET
easat-7445	148	18	growth	growth	NOUN
easat-7445	148	19	of	of	ADP
easat-7445	148	20	the	the	DET
easat-7445	148	21	sme	sme	NOUN
easat-7445	148	22	sector	sector	NOUN
easat-7445	148	23	in	in	ADP
easat-7445	148	24	thailand	thailand	PROPN
easat-7445	149	1	[	[	X
easat-7445	149	2	37	37	NUM
easat-7445	149	3	]	]	PUNCT
easat-7445	149	4	.	.	PUNCT
easat-7445	150	1	4.3	4.3	NUM
easat-7445	150	2	.	.	PUNCT
easat-7445	151	1	organizational	organizational	ADJ
easat-7445	151	2	adaptation	adaptation	NOUN
easat-7445	151	3	companies	company	NOUN
easat-7445	151	4	must	must	AUX
easat-7445	151	5	adapt	adapt	VERB
easat-7445	151	6	their	their	PRON
easat-7445	151	7	structures	structure	NOUN
easat-7445	151	8	and	and	CCONJ
easat-7445	151	9	work	work	NOUN
easat-7445	151	10	processes	process	NOUN
easat-7445	151	11	in	in	ADP
easat-7445	151	12	order	order	NOUN
easat-7445	151	13	to	to	PART
easat-7445	151	14	keep	keep	VERB
easat-7445	151	15	pace	pace	NOUN
easat-7445	151	16	with	with	ADP
easat-7445	151	17	technological	technological	ADJ
easat-7445	151	18	change	change	NOUN
easat-7445	151	19	.	.	PUNCT
easat-7445	152	1	investment	investment	NOUN
easat-7445	152	2	in	in	ADP
easat-7445	152	3	digital	digital	ADJ
easat-7445	152	4	infrastructure	infrastructure	NOUN
easat-7445	152	5	and	and	CCONJ
easat-7445	152	6	talent	talent	NOUN
easat-7445	152	7	development	development	NOUN
easat-7445	152	8	are	be	AUX
easat-7445	152	9	essential	essential	ADJ
easat-7445	152	10	.	.	PUNCT
easat-7445	153	1	collaboration	collaboration	NOUN
easat-7445	153	2	with	with	ADP
easat-7445	153	3	technology	technology	NOUN
easat-7445	153	4	partners	partner	NOUN
easat-7445	153	5	and	and	CCONJ
easat-7445	153	6	educational	educational	ADJ
easat-7445	153	7	institutions	institution	NOUN
easat-7445	153	8	will	will	AUX
easat-7445	153	9	help	help	VERB
easat-7445	153	10	to	to	PART
easat-7445	153	11	strengthen	strengthen	VERB
easat-7445	153	12	the	the	DET
easat-7445	153	13	organization	organization	NOUN
easat-7445	153	14	.	.	PUNCT
easat-7445	154	1	organizational	organizational	ADJ
easat-7445	154	2	culture	culture	NOUN
easat-7445	154	3	should	should	AUX
easat-7445	154	4	be	be	AUX
easat-7445	154	5	changed	change	VERB
easat-7445	154	6	to	to	PART
easat-7445	154	7	emphasize	emphasize	VERB
easat-7445	154	8	innovation	innovation	NOUN
easat-7445	154	9	and	and	CCONJ
easat-7445	154	10	lifelong	lifelong	ADJ
easat-7445	154	11	learning	learning	NOUN
easat-7445	154	12	.	.	PUNCT
easat-7445	155	1	developing	develop	VERB
easat-7445	155	2	effective	effective	ADJ
easat-7445	155	3	knowledge	knowledge	NOUN
easat-7445	155	4	management	management	NOUN
easat-7445	155	5	systems	system	NOUN
easat-7445	155	6	will	will	AUX
easat-7445	155	7	help	help	VERB
easat-7445	155	8	to	to	PART
easat-7445	155	9	maintain	maintain	VERB
easat-7445	155	10	a	a	DET
easat-7445	155	11	competitive	competitive	ADJ
easat-7445	155	12	advantage	advantage	NOUN
easat-7445	155	13	[	[	X
easat-7445	155	14	38	38	NUM
easat-7445	155	15	]	]	PUNCT
easat-7445	155	16	.	.	PUNCT
easat-7445	156	1	for	for	ADP
easat-7445	156	2	thai	thai	PROPN
easat-7445	156	3	smes	smes	PROPN
easat-7445	156	4	,	,	PUNCT
easat-7445	156	5	the	the	DET
easat-7445	156	6	challenges	challenge	NOUN
easat-7445	156	7	of	of	ADP
easat-7445	156	8	digital	digital	ADJ
easat-7445	156	9	transformation	transformation	NOUN
easat-7445	156	10	include	include	VERB
easat-7445	156	11	the	the	DET
easat-7445	156	12	need	need	NOUN
easat-7445	156	13	for	for	ADP
easat-7445	156	14	new	new	ADJ
easat-7445	156	15	skills	skill	NOUN
easat-7445	156	16	,	,	PUNCT
easat-7445	156	17	technology	technology	NOUN
easat-7445	156	18	investment	investment	NOUN
easat-7445	156	19	and	and	CCONJ
easat-7445	156	20	process	process	NOUN
easat-7445	156	21	improvements	improvement	NOUN
easat-7445	156	22	.	.	PUNCT
easat-7445	157	1	studies	study	NOUN
easat-7445	157	2	show	show	VERB
easat-7445	157	3	that	that	SCONJ
easat-7445	157	4	by	by	ADP
easat-7445	157	5	collaborating	collaborate	VERB
easat-7445	157	6	with	with	ADP
easat-7445	157	7	universities	university	NOUN
easat-7445	157	8	and	and	CCONJ
easat-7445	157	9	technology	technology	NOUN
easat-7445	157	10	development	development	NOUN
easat-7445	157	11	agencies	agency	NOUN
easat-7445	157	12	,	,	PUNCT
easat-7445	157	13	smes	sme	NOUN
easat-7445	157	14	can	can	AUX
easat-7445	157	15	effectively	effectively	ADV
easat-7445	157	16	address	address	VERB
easat-7445	157	17	these	these	DET
easat-7445	157	18	challenges	challenge	NOUN
easat-7445	157	19	and	and	CCONJ
easat-7445	157	20	increase	increase	VERB
easat-7445	157	21	their	their	PRON
easat-7445	157	22	competitiveness	competitiveness	NOUN
easat-7445	157	23	in	in	ADP
easat-7445	157	24	the	the	DET
easat-7445	157	25	market	market	NOUN
easat-7445	158	1	[	[	X
easat-7445	158	2	37	37	NUM
easat-7445	158	3	]	]	PUNCT
easat-7445	158	4	.	.	PUNCT
easat-7445	159	1	4.4	4.4	NUM
easat-7445	159	2	.	.	PUNCT
easat-7445	160	1	industry	industry	NOUN
easat-7445	160	2	trends	trend	VERB
easat-7445	160	3	the	the	DET
easat-7445	160	4	manufacturing	manufacturing	NOUN
easat-7445	160	5	industry	industry	NOUN
easat-7445	160	6	is	be	AUX
easat-7445	160	7	moving	move	VERB
easat-7445	160	8	towards	towards	ADP
easat-7445	160	9	a	a	DET
easat-7445	160	10	“	"	PUNCT
easat-7445	160	11	manufacturing	manufacturing	NOUN
easat-7445	160	12	-	-	PUNCT
easat-7445	160	13	as	as	ADP
easat-7445	160	14	-	-	PUNCT
easat-7445	160	15	a	a	DET
easat-7445	160	16	-	-	PUNCT
easat-7445	160	17	service	service	NOUN
easat-7445	160	18	”	"	PUNCT
easat-7445	160	19	concept	concept	NOUN
easat-7445	160	20	that	that	PRON
easat-7445	160	21	emphasizes	emphasize	VERB
easat-7445	160	22	flexibility	flexibility	NOUN
easat-7445	160	23	and	and	CCONJ
easat-7445	160	24	responsiveness	responsiveness	NOUN
easat-7445	160	25	to	to	ADP
easat-7445	160	26	specific	specific	ADJ
easat-7445	160	27	customer	customer	NOUN
easat-7445	160	28	needs	need	NOUN
easat-7445	160	29	.	.	PUNCT
easat-7445	161	1	maintenance	maintenance	NOUN
easat-7445	161	2	will	will	AUX
easat-7445	161	3	focus	focus	VERB
easat-7445	161	4	more	more	ADV
easat-7445	161	5	on	on	ADP
easat-7445	161	6	prevention	prevention	NOUN
easat-7445	161	7	and	and	CCONJ
easat-7445	161	8	prediction	prediction	NOUN
easat-7445	161	9	and	and	CCONJ
easat-7445	161	10	use	use	NOUN
easat-7445	161	11	ai	ai	NOUN
easat-7445	161	12	and	and	CCONJ
easat-7445	161	13	machine	machine	NOUN
easat-7445	161	14	learning	learn	VERB
easat-7445	161	15	for	for	ADP
easat-7445	161	16	analysis	analysis	NOUN
easat-7445	161	17	and	and	CCONJ
easat-7445	161	18	decision	decision	NOUN
easat-7445	161	19	-	-	PUNCT
easat-7445	161	20	making	making	NOUN
easat-7445	161	21	.	.	PUNCT
easat-7445	162	1	2245	2245	NUM
easat-7445	162	2	edelweiss	edelweiss	PROPN
easat-7445	162	3	applied	apply	VERB
easat-7445	162	4	science	science	NOUN
easat-7445	162	5	and	and	CCONJ
easat-7445	162	6	technology	technology	NOUN
easat-7445	162	7	issn	issn	PROPN
easat-7445	162	8	:	:	PUNCT
easat-7445	162	9	2576	2576	NUM
easat-7445	162	10	-	-	SYM
easat-7445	162	11	8484	8484	NUM
easat-7445	162	12	vol	vol	NOUN
easat-7445	162	13	.	.	PROPN
easat-7445	163	1	9	9	NUM
easat-7445	163	2	,	,	PUNCT
easat-7445	163	3	no	no	INTJ
easat-7445	163	4	.	.	NOUN
easat-7445	163	5	5	5	NUM
easat-7445	163	6	:	:	SYM
easat-7445	163	7	2239	2239	NUM
easat-7445	163	8	-	-	SYM
easat-7445	163	9	2247	2247	NUM
easat-7445	163	10	,	,	PUNCT
easat-7445	163	11	2025	2025	NUM
easat-7445	163	12	doi	doi	NOUN
easat-7445	163	13	:	:	PUNCT
easat-7445	163	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	163	15	©	©	PROPN
easat-7445	163	16	2025	2025	NUM
easat-7445	163	17	by	by	ADP
easat-7445	163	18	the	the	DET
easat-7445	163	19	authors	author	NOUN
easat-7445	163	20	;	;	PUNCT
easat-7445	163	21	licensee	licensee	PROPN
easat-7445	163	22	learning	learn	VERB
easat-7445	163	23	gate	gate	NOUN
easat-7445	163	24	maintenance	maintenance	NOUN
easat-7445	163	25	ecosystems	ecosystem	NOUN
easat-7445	163	26	will	will	AUX
easat-7445	163	27	be	be	AUX
easat-7445	163	28	developed	develop	VERB
easat-7445	163	29	that	that	PRON
easat-7445	163	30	connect	connect	VERB
easat-7445	163	31	manufacturers	manufacturer	NOUN
easat-7445	163	32	,	,	PUNCT
easat-7445	163	33	service	service	NOUN
easat-7445	163	34	providers	provider	NOUN
easat-7445	163	35	and	and	CCONJ
easat-7445	163	36	customers	customer	NOUN
easat-7445	163	37	,	,	PUNCT
easat-7445	163	38	and	and	CCONJ
easat-7445	163	39	maintenance	maintenance	NOUN
easat-7445	163	40	systems	system	NOUN
easat-7445	163	41	will	will	AUX
easat-7445	163	42	be	be	AUX
easat-7445	163	43	integrated	integrate	VERB
easat-7445	163	44	into	into	ADP
easat-7445	163	45	the	the	DET
easat-7445	163	46	concept	concept	NOUN
easat-7445	163	47	of	of	ADP
easat-7445	163	48	the	the	DET
easat-7445	163	49	circular	circular	ADJ
easat-7445	163	50	economy	economy	NOUN
easat-7445	163	51	for	for	ADP
easat-7445	163	52	sustainability	sustainability	NOUN
easat-7445	163	53	[	[	X
easat-7445	163	54	39	39	NUM
easat-7445	163	55	]	]	PUNCT
easat-7445	163	56	.	.	PUNCT
easat-7445	164	1	these	these	DET
easat-7445	164	2	trends	trend	NOUN
easat-7445	164	3	reflect	reflect	VERB
easat-7445	164	4	a	a	DET
easat-7445	164	5	fundamental	fundamental	ADJ
easat-7445	164	6	shift	shift	NOUN
easat-7445	164	7	in	in	ADP
easat-7445	164	8	the	the	DET
easat-7445	164	9	way	way	NOUN
easat-7445	164	10	the	the	DET
easat-7445	164	11	industry	industry	NOUN
easat-7445	164	12	will	will	AUX
easat-7445	164	13	carry	carry	VERB
easat-7445	164	14	out	out	ADP
easat-7445	164	15	maintenance	maintenance	NOUN
easat-7445	164	16	in	in	ADP
easat-7445	164	17	the	the	DET
easat-7445	164	18	future	future	NOUN
easat-7445	164	19	.	.	PUNCT
easat-7445	165	1	it	it	PRON
easat-7445	165	2	will	will	AUX
easat-7445	165	3	be	be	AUX
easat-7445	165	4	more	more	ADV
easat-7445	165	5	proactive	proactive	ADJ
easat-7445	165	6	and	and	CCONJ
easat-7445	165	7	connected	connect	VERB
easat-7445	165	8	,	,	PUNCT
easat-7445	165	9	focusing	focus	VERB
easat-7445	165	10	on	on	ADP
easat-7445	165	11	value	value	NOUN
easat-7445	165	12	creation	creation	NOUN
easat-7445	165	13	and	and	CCONJ
easat-7445	165	14	longterm	longterm	ADJ
easat-7445	165	15	sustainability	sustainability	NOUN
easat-7445	165	16	.	.	PUNCT
easat-7445	166	1	4.5	4.5	NUM
easat-7445	166	2	.	.	PUNCT
easat-7445	167	1	case	case	NOUN
easat-7445	167	2	study	study	NOUN
easat-7445	167	3	:	:	PUNCT
easat-7445	167	4	a	a	DET
easat-7445	167	5	global	global	ADJ
easat-7445	167	6	leading	lead	VERB
easat-7445	167	7	company	company	NOUN
easat-7445	167	8	and	and	CCONJ
easat-7445	167	9	the	the	DET
easat-7445	167	10	application	application	NOUN
easat-7445	167	11	of	of	ADP
easat-7445	167	12	intelligent	intelligent	ADJ
easat-7445	167	13	maintenance	maintenance	NOUN
easat-7445	167	14	siemens	siemen	NOUN
easat-7445	167	15	optimization	optimization	NOUN
easat-7445	167	16	of	of	ADP
easat-7445	167	17	production	production	NOUN
easat-7445	167	18	digital	digital	ADJ
easat-7445	167	19	twins	twin	NOUN
easat-7445	167	20	are	be	AUX
easat-7445	167	21	frequently	frequently	ADV
easat-7445	167	22	used	use	VERB
easat-7445	167	23	in	in	ADP
easat-7445	167	24	manufacturing	manufacturing	NOUN
easat-7445	167	25	to	to	ADP
easat-7445	167	26	model	model	NOUN
easat-7445	167	27	and	and	CCONJ
easat-7445	167	28	optimize	optimize	VERB
easat-7445	167	29	production	production	NOUN
easat-7445	167	30	processes	process	NOUN
easat-7445	167	31	.	.	PUNCT
easat-7445	168	1	for	for	ADP
easat-7445	168	2	example	example	NOUN
easat-7445	168	3	,	,	PUNCT
easat-7445	168	4	it	it	PRON
easat-7445	168	5	enables	enable	VERB
easat-7445	168	6	the	the	DET
easat-7445	168	7	simulation	simulation	NOUN
easat-7445	168	8	of	of	ADP
easat-7445	168	9	worker	worker	NOUN
easat-7445	168	10	movements	movement	NOUN
easat-7445	168	11	and	and	CCONJ
easat-7445	168	12	assembly	assembly	NOUN
easat-7445	168	13	line	line	NOUN
easat-7445	168	14	operations	operation	NOUN
easat-7445	168	15	,	,	PUNCT
easat-7445	168	16	which	which	PRON
easat-7445	168	17	leads	lead	VERB
easat-7445	168	18	to	to	ADP
easat-7445	168	19	better	well	ADJ
easat-7445	168	20	ergonomic	ergonomic	ADJ
easat-7445	168	21	analysis	analysis	NOUN
easat-7445	168	22	and	and	CCONJ
easat-7445	168	23	process	process	NOUN
easat-7445	168	24	optimization	optimization	NOUN
easat-7445	168	25	[	[	X
easat-7445	168	26	40	40	NUM
easat-7445	168	27	]	]	PUNCT
easat-7445	168	28	.	.	PUNCT
easat-7445	169	1	general	general	PROPN
easat-7445	169	2	electric	electric	PROPN
easat-7445	169	3	(	(	PUNCT
easat-7445	169	4	ge	ge	PROPN
easat-7445	169	5	)	)	PUNCT
easat-7445	169	6	uses	use	VERB
easat-7445	169	7	big	big	ADJ
easat-7445	169	8	data	datum	NOUN
easat-7445	169	9	analytics	analytic	NOUN
easat-7445	169	10	to	to	PART
easat-7445	169	11	assess	assess	VERB
easat-7445	169	12	and	and	CCONJ
easat-7445	169	13	predict	predict	VERB
easat-7445	169	14	machine	machine	NOUN
easat-7445	169	15	maintenance	maintenance	NOUN
easat-7445	169	16	in	in	ADP
easat-7445	169	17	advance	advance	NOUN
easat-7445	169	18	,	,	PUNCT
easat-7445	169	19	reducing	reduce	VERB
easat-7445	169	20	downtime	downtime	NOUN
easat-7445	169	21	and	and	CCONJ
easat-7445	169	22	increasing	increase	VERB
easat-7445	169	23	production	production	NOUN
easat-7445	169	24	efficiency	efficiency	NOUN
easat-7445	169	25	[	[	X
easat-7445	169	26	41	41	NUM
easat-7445	169	27	]	]	PUNCT
easat-7445	169	28	.	.	PUNCT
easat-7445	170	1	the	the	DET
easat-7445	170	2	toyota	toyota	PROPN
easat-7445	170	3	production	production	NOUN
easat-7445	170	4	system	system	NOUN
easat-7445	170	5	(	(	PUNCT
easat-7445	170	6	tps	tps	NOUN
easat-7445	170	7	)	)	PUNCT
easat-7445	170	8	is	be	AUX
easat-7445	170	9	a	a	DET
easat-7445	170	10	well	well	ADV
easat-7445	170	11	-	-	PUNCT
easat-7445	170	12	known	know	VERB
easat-7445	170	13	method	method	NOUN
easat-7445	170	14	that	that	PRON
easat-7445	170	15	focuses	focus	VERB
easat-7445	170	16	on	on	ADP
easat-7445	170	17	continuous	continuous	ADJ
easat-7445	170	18	improvement	improvement	NOUN
easat-7445	170	19	and	and	CCONJ
easat-7445	170	20	waste	waste	NOUN
easat-7445	170	21	reduction	reduction	NOUN
easat-7445	170	22	to	to	PART
easat-7445	170	23	increase	increase	VERB
easat-7445	170	24	production	production	NOUN
easat-7445	170	25	efficiency	efficiency	NOUN
easat-7445	170	26	.	.	PUNCT
easat-7445	171	1	it	it	PRON
easat-7445	171	2	is	be	AUX
easat-7445	171	3	based	base	VERB
easat-7445	171	4	on	on	ADP
easat-7445	171	5	two	two	NUM
easat-7445	171	6	fundamental	fundamental	ADJ
easat-7445	171	7	pillars	pillar	NOUN
easat-7445	171	8	:	:	PUNCT
easat-7445	171	9	just	just	ADV
easat-7445	171	10	-	-	PUNCT
easat-7445	171	11	in	in	ADP
easat-7445	171	12	-	-	PUNCT
easat-7445	171	13	time	time	NOUN
easat-7445	171	14	(	(	PUNCT
easat-7445	171	15	jit	jit	PROPN
easat-7445	171	16	)	)	PUNCT
easat-7445	171	17	and	and	CCONJ
easat-7445	171	18	autonomation	autonomation	NOUN
easat-7445	171	19	(	(	PUNCT
easat-7445	171	20	jidoka	jidoka	PROPN
easat-7445	171	21	)	)	PUNCT
easat-7445	171	22	,	,	PUNCT
easat-7445	171	23	which	which	PRON
easat-7445	171	24	aim	aim	VERB
easat-7445	171	25	to	to	PART
easat-7445	171	26	improve	improve	VERB
easat-7445	171	27	production	production	NOUN
easat-7445	171	28	processes	process	NOUN
easat-7445	171	29	and	and	CCONJ
easat-7445	171	30	ensure	ensure	VERB
easat-7445	171	31	quality	quality	NOUN
easat-7445	171	32	control	control	NOUN
easat-7445	171	33	.	.	PUNCT
easat-7445	172	1	tps	tps	NOUN
easat-7445	172	2	identifies	identify	VERB
easat-7445	172	3	seven	seven	NUM
easat-7445	172	4	types	type	NOUN
easat-7445	172	5	of	of	ADP
easat-7445	172	6	waste	waste	NOUN
easat-7445	172	7	:	:	PUNCT
easat-7445	172	8	waiting	waiting	NOUN
easat-7445	172	9	,	,	PUNCT
easat-7445	172	10	defects	defect	NOUN
easat-7445	172	11	,	,	PUNCT
easat-7445	172	12	transportation	transportation	NOUN
easat-7445	172	13	,	,	PUNCT
easat-7445	172	14	movement	movement	NOUN
easat-7445	172	15	,	,	PUNCT
easat-7445	172	16	excess	excess	ADJ
easat-7445	172	17	inventory	inventory	NOUN
easat-7445	172	18	,	,	PUNCT
easat-7445	172	19	overproduction	overproduction	NOUN
easat-7445	172	20	and	and	CCONJ
easat-7445	172	21	over	over	ADP
easat-7445	172	22	/	/	SYM
easat-7445	172	23	under	under	ADP
easat-7445	172	24	processing	processing	NOUN
easat-7445	172	25	;	;	PUNCT
easat-7445	172	26	and	and	CCONJ
easat-7445	172	27	seeks	seek	VERB
easat-7445	172	28	to	to	PART
easat-7445	172	29	eliminate	eliminate	VERB
easat-7445	172	30	them	they	PRON
easat-7445	172	31	to	to	PART
easat-7445	172	32	increase	increase	VERB
easat-7445	172	33	production	production	NOUN
easat-7445	172	34	efficiency	efficiency	NOUN
easat-7445	172	35	[	[	X
easat-7445	172	36	42	42	NUM
easat-7445	172	37	]	]	PUNCT
easat-7445	172	38	.	.	PUNCT
easat-7445	173	1	5	5	X
easat-7445	173	2	.	.	X
easat-7445	173	3	conclusion	conclusion	NOUN
easat-7445	173	4	strategy	strategy	NOUN
easat-7445	173	5	for	for	ADP
easat-7445	173	6	managing	manage	VERB
easat-7445	173	7	innovative	innovative	ADJ
easat-7445	173	8	maintenance	maintenance	NOUN
easat-7445	173	9	of	of	ADP
easat-7445	173	10	industrial	industrial	ADJ
easat-7445	173	11	machinery	machinery	NOUN
easat-7445	173	12	in	in	ADP
easat-7445	173	13	the	the	DET
easat-7445	173	14	age	age	NOUN
easat-7445	173	15	of	of	ADP
easat-7445	173	16	industry	industry	NOUN
easat-7445	173	17	4.0	4.0	NUM
easat-7445	173	18	the	the	DET
easat-7445	173	19	manufacturing	manufacturing	NOUN
easat-7445	173	20	industry	industry	NOUN
easat-7445	173	21	is	be	AUX
easat-7445	173	22	facing	face	VERB
easat-7445	173	23	challenges	challenge	NOUN
easat-7445	173	24	in	in	ADP
easat-7445	173	25	the	the	DET
easat-7445	173	26	age	age	NOUN
easat-7445	173	27	of	of	ADP
easat-7445	173	28	the	the	DET
easat-7445	173	29	"	"	PUNCT
easat-7445	173	30	dice	dice	NOUN
easat-7445	173	31	world	world	NOUN
easat-7445	173	32	"	"	PUNCT
easat-7445	173	33	,	,	PUNCT
easat-7445	173	34	characterized	characterize	VERB
easat-7445	173	35	by	by	ADP
easat-7445	173	36	dynamism	dynamism	NOUN
easat-7445	173	37	,	,	PUNCT
easat-7445	173	38	uncertainty	uncertainty	NOUN
easat-7445	173	39	,	,	PUNCT
easat-7445	173	40	complexity	complexity	NOUN
easat-7445	173	41	and	and	CCONJ
easat-7445	173	42	exponential	exponential	ADJ
easat-7445	173	43	growth	growth	NOUN
easat-7445	173	44	[	[	X
easat-7445	173	45	43	43	NUM
easat-7445	173	46	]	]	PUNCT
easat-7445	173	47	.	.	PUNCT
easat-7445	174	1	the	the	DET
easat-7445	174	2	maintenance	maintenance	NOUN
easat-7445	174	3	strategy	strategy	NOUN
easat-7445	174	4	has	have	AUX
easat-7445	174	5	evolved	evolve	VERB
easat-7445	174	6	from	from	ADP
easat-7445	174	7	a	a	DET
easat-7445	174	8	reactive	reactive	NOUN
easat-7445	174	9	to	to	ADP
easat-7445	174	10	a	a	DET
easat-7445	174	11	more	more	ADV
easat-7445	174	12	modern	modern	ADJ
easat-7445	174	13	strategy	strategy	NOUN
easat-7445	174	14	.	.	PUNCT
easat-7445	175	1	the	the	DET
easat-7445	175	2	evolution	evolution	NOUN
easat-7445	175	3	of	of	ADP
easat-7445	175	4	maintenance	maintenance	NOUN
easat-7445	175	5	has	have	AUX
easat-7445	175	6	begun	begin	VERB
easat-7445	175	7	from	from	ADP
easat-7445	175	8	reactive	reactive	ADJ
easat-7445	175	9	maintenance	maintenance	NOUN
easat-7445	175	10	to	to	ADP
easat-7445	175	11	preventive	preventive	ADJ
easat-7445	175	12	maintenance	maintenance	NOUN
easat-7445	175	13	,	,	PUNCT
easat-7445	175	14	condition	condition	NOUN
easat-7445	175	15	-	-	PUNCT
easat-7445	175	16	based	base	VERB
easat-7445	175	17	maintenance	maintenance	NOUN
easat-7445	175	18	and	and	CCONJ
easat-7445	175	19	predictive	predictive	ADJ
easat-7445	175	20	maintenance	maintenance	NOUN
easat-7445	175	21	[	[	X
easat-7445	175	22	2	2	X
easat-7445	175	23	]	]	PUNCT
easat-7445	175	24	where	where	SCONJ
easat-7445	175	25	organizations	organization	NOUN
easat-7445	175	26	that	that	PRON
easat-7445	175	27	implement	implement	VERB
easat-7445	175	28	reliability	reliability	NOUN
easat-7445	175	29	-	-	PUNCT
easat-7445	175	30	based	base	VERB
easat-7445	175	31	maintenance	maintenance	NOUN
easat-7445	175	32	(	(	PUNCT
easat-7445	175	33	rcm	rcm	PROPN
easat-7445	175	34	)	)	PUNCT
easat-7445	175	35	being	be	AUX
easat-7445	175	36	able	able	ADJ
easat-7445	175	37	to	to	PART
easat-7445	175	38	increase	increase	VERB
easat-7445	175	39	machine	machine	NOUN
easat-7445	175	40	availability	availability	NOUN
easat-7445	175	41	by	by	ADP
easat-7445	175	42	up	up	ADP
easat-7445	175	43	to	to	PART
easat-7445	175	44	6	6	NUM
easat-7445	175	45	percent	percent	NOUN
easat-7445	175	46	[	[	X
easat-7445	175	47	14	14	NUM
easat-7445	175	48	]	]	PUNCT
easat-7445	175	49	.	.	PUNCT
easat-7445	176	1	key	key	ADJ
easat-7445	176	2	technologies	technology	NOUN
easat-7445	176	3	driving	drive	VERB
easat-7445	176	4	modern	modern	ADJ
easat-7445	176	5	maintenance	maintenance	NOUN
easat-7445	176	6	include	include	VERB
easat-7445	176	7	the	the	DET
easat-7445	176	8	internet	internet	NOUN
easat-7445	176	9	of	of	ADP
easat-7445	176	10	things	thing	NOUN
easat-7445	176	11	(	(	PUNCT
easat-7445	176	12	iot	iot	NOUN
easat-7445	176	13	)	)	PUNCT
easat-7445	176	14	,	,	PUNCT
easat-7445	176	15	which	which	PRON
easat-7445	176	16	can	can	AUX
easat-7445	176	17	increase	increase	VERB
easat-7445	176	18	machine	machine	NOUN
easat-7445	176	19	availability	availability	NOUN
easat-7445	176	20	by	by	ADP
easat-7445	176	21	5.5	5.5	NUM
easat-7445	176	22	percent	percent	NOUN
easat-7445	176	23	[	[	X
easat-7445	176	24	8	8	NUM
easat-7445	176	25	]	]	X
easat-7445	176	26	artificial	artificial	ADJ
easat-7445	176	27	intelligence	intelligence	NOUN
easat-7445	176	28	(	(	PUNCT
easat-7445	176	29	ai	ai	NOUN
easat-7445	176	30	)	)	PUNCT
easat-7445	176	31	,	,	PUNCT
easat-7445	176	32	which	which	PRON
easat-7445	176	33	can	can	AUX
easat-7445	176	34	predict	predict	VERB
easat-7445	176	35	breakdowns	breakdown	NOUN
easat-7445	176	36	[	[	X
easat-7445	176	37	6	6	NUM
easat-7445	176	38	]	]	PUNCT
easat-7445	176	39	and	and	CCONJ
easat-7445	176	40	smart	smart	ADJ
easat-7445	176	41	maintenance	maintenance	NOUN
easat-7445	176	42	,	,	PUNCT
easat-7445	176	43	which	which	PRON
easat-7445	176	44	enables	enable	VERB
easat-7445	176	45	machines	machine	NOUN
easat-7445	176	46	to	to	PART
easat-7445	176	47	communicate	communicate	VERB
easat-7445	176	48	with	with	ADP
easat-7445	176	49	operators	operator	NOUN
easat-7445	176	50	[	[	X
easat-7445	176	51	9	9	NUM
easat-7445	176	52	]	]	PUNCT
easat-7445	176	53	.	.	PUNCT
easat-7445	177	1	human	human	ADJ
easat-7445	177	2	resource	resource	NOUN
easat-7445	177	3	development	development	NOUN
easat-7445	177	4	is	be	AUX
easat-7445	177	5	another	another	DET
easat-7445	177	6	important	important	ADJ
easat-7445	177	7	factor	factor	NOUN
easat-7445	177	8	.	.	PUNCT
easat-7445	178	1	training	training	NOUN
easat-7445	178	2	can	can	AUX
easat-7445	178	3	increase	increase	VERB
easat-7445	178	4	skills	skill	NOUN
easat-7445	178	5	and	and	CCONJ
easat-7445	178	6	problem	problem	NOUN
easat-7445	178	7	-	-	PUNCT
easat-7445	178	8	solving	solve	VERB
easat-7445	178	9	ability	ability	NOUN
easat-7445	178	10	by	by	ADP
easat-7445	178	11	20	20	NUM
easat-7445	178	12	percent	percent	NOUN
easat-7445	178	13	[	[	X
easat-7445	178	14	11	11	NUM
easat-7445	178	15	]	]	PUNCT
easat-7445	178	16	,	,	PUNCT
easat-7445	178	17	and	and	CCONJ
easat-7445	178	18	employee	employee	NOUN
easat-7445	178	19	engagement	engagement	NOUN
easat-7445	178	20	significantly	significantly	ADV
easat-7445	178	21	improves	improve	VERB
easat-7445	178	22	knowledge	knowledge	NOUN
easat-7445	178	23	management	management	NOUN
easat-7445	178	24	[	[	X
easat-7445	178	25	24	24	NUM
easat-7445	178	26	]	]	PUNCT
easat-7445	178	27	.	.	PUNCT
easat-7445	179	1	business	business	NOUN
easat-7445	179	2	leaders	leader	NOUN
easat-7445	179	3	use	use	VERB
easat-7445	179	4	strategies	strategy	NOUN
easat-7445	179	5	to	to	PART
easat-7445	179	6	measure	measure	VERB
easat-7445	179	7	performance	performance	NOUN
easat-7445	179	8	with	with	ADP
easat-7445	179	9	indicators	indicator	NOUN
easat-7445	179	10	such	such	ADJ
easat-7445	179	11	as	as	ADP
easat-7445	179	12	oee	oee	PROPN
easat-7445	179	13	,	,	PUNCT
easat-7445	179	14	mtbf	mtbf	NOUN
easat-7445	179	15	and	and	CCONJ
easat-7445	179	16	mttr	mttr	NOUN
easat-7445	179	17	[	[	NOUN
easat-7445	179	18	27	27	NUM
easat-7445	179	19	]	]	PUNCT
easat-7445	179	20	.	.	PUNCT
easat-7445	180	1	investments	investment	NOUN
easat-7445	180	2	in	in	ADP
easat-7445	180	3	modern	modern	ADJ
easat-7445	180	4	maintenance	maintenance	NOUN
easat-7445	180	5	systems	system	NOUN
easat-7445	180	6	have	have	VERB
easat-7445	180	7	a	a	DET
easat-7445	180	8	break	break	VERB
easat-7445	180	9	-	-	PUNCT
easat-7445	180	10	even	even	ADV
easat-7445	180	11	point	point	NOUN
easat-7445	180	12	of	of	ADP
easat-7445	180	13	around	around	ADV
easat-7445	180	14	18	18	NUM
easat-7445	180	15	-	-	SYM
easat-7445	180	16	24	24	NUM
easat-7445	180	17	months	month	NOUN
easat-7445	180	18	[	[	X
easat-7445	180	19	28	28	NUM
easat-7445	180	20	]	]	PUNCT
easat-7445	180	21	.	.	PUNCT
easat-7445	181	1	future	future	ADJ
easat-7445	181	2	trends	trend	NOUN
easat-7445	181	3	will	will	AUX
easat-7445	181	4	focus	focus	VERB
easat-7445	181	5	on	on	ADP
easat-7445	181	6	the	the	DET
easat-7445	181	7	use	use	NOUN
easat-7445	181	8	of	of	ADP
easat-7445	181	9	advanced	advanced	ADJ
easat-7445	181	10	technologies	technology	NOUN
easat-7445	181	11	such	such	ADJ
easat-7445	181	12	as	as	ADP
easat-7445	181	13	digital	digital	ADJ
easat-7445	181	14	twin	twin	NOUN
easat-7445	181	15	,	,	PUNCT
easat-7445	181	16	ar	ar	PROPN
easat-7445	181	17	/	/	SYM
easat-7445	181	18	vr	vr	PROPN
easat-7445	181	19	and	and	CCONJ
easat-7445	181	20	5	5	NUM
easat-7445	181	21	g	g	NOUN
easat-7445	181	22	[	[	X
easat-7445	181	23	31	31	NUM
easat-7445	181	24	]	]	PUNCT
easat-7445	181	25	.	.	PUNCT
easat-7445	182	1	leading	lead	VERB
easat-7445	182	2	companies	company	NOUN
easat-7445	182	3	such	such	ADJ
easat-7445	182	4	as	as	ADP
easat-7445	182	5	siemens	siemen	NOUN
easat-7445	182	6	,	,	PUNCT
easat-7445	182	7	general	general	ADJ
easat-7445	182	8	electric	electric	PROPN
easat-7445	182	9	and	and	CCONJ
easat-7445	182	10	toyota	toyota	PROPN
easat-7445	182	11	have	have	AUX
easat-7445	182	12	successfully	successfully	ADV
easat-7445	182	13	and	and	CCONJ
easat-7445	182	14	competitively	competitively	ADV
easat-7445	182	15	deployed	deploy	VERB
easat-7445	182	16	smart	smart	ADJ
easat-7445	182	17	maintenance	maintenance	NOUN
easat-7445	182	18	.	.	PUNCT
easat-7445	183	1	companies	company	NOUN
easat-7445	183	2	that	that	PRON
easat-7445	183	3	can	can	AUX
easat-7445	183	4	use	use	VERB
easat-7445	183	5	the	the	DET
easat-7445	183	6	smart	smart	ADJ
easat-7445	183	7	maintenance	maintenance	NOUN
easat-7445	183	8	model	model	NOUN
easat-7445	183	9	and	and	CCONJ
easat-7445	183	10	the	the	DET
easat-7445	183	11	adkar	adkar	NOUN
easat-7445	183	12	model	model	NOUN
easat-7445	183	13	as	as	ADP
easat-7445	183	14	a	a	DET
easat-7445	183	15	framework	framework	NOUN
easat-7445	183	16	and	and	CCONJ
easat-7445	183	17	invest	invest	VERB
easat-7445	183	18	in	in	ADP
easat-7445	183	19	innovative	innovative	ADJ
easat-7445	183	20	maintenance	maintenance	NOUN
easat-7445	183	21	technologies	technology	NOUN
easat-7445	183	22	will	will	AUX
easat-7445	183	23	therefore	therefore	ADV
easat-7445	183	24	be	be	AUX
easat-7445	183	25	able	able	ADJ
easat-7445	183	26	to	to	PART
easat-7445	183	27	increase	increase	VERB
easat-7445	183	28	efficiency	efficiency	NOUN
easat-7445	183	29	,	,	PUNCT
easat-7445	183	30	reduce	reduce	VERB
easat-7445	183	31	costs	cost	NOUN
easat-7445	183	32	and	and	CCONJ
easat-7445	183	33	maintain	maintain	VERB
easat-7445	183	34	sustainable	sustainable	ADJ
easat-7445	183	35	competitiveness	competitiveness	NOUN
easat-7445	183	36	in	in	ADP
easat-7445	183	37	the	the	DET
easat-7445	183	38	era	era	NOUN
easat-7445	183	39	of	of	ADP
easat-7445	183	40	industry	industry	NOUN
easat-7445	183	41	4.0	4.0	NUM
easat-7445	183	42	and	and	CCONJ
easat-7445	183	43	beyond	beyond	ADP
easat-7445	183	44	[	[	X
easat-7445	183	45	12	12	NUM
easat-7445	183	46	]	]	PUNCT
easat-7445	183	47	.	.	PUNCT
easat-7445	184	1	transparency	transparency	NOUN
easat-7445	184	2	:	:	PUNCT
easat-7445	184	3	the	the	DET
easat-7445	184	4	authors	author	NOUN
easat-7445	184	5	confirm	confirm	VERB
easat-7445	184	6	that	that	SCONJ
easat-7445	184	7	the	the	DET
easat-7445	184	8	manuscript	manuscript	NOUN
easat-7445	184	9	is	be	AUX
easat-7445	184	10	an	an	DET
easat-7445	184	11	honest	honest	ADJ
easat-7445	184	12	,	,	PUNCT
easat-7445	184	13	accurate	accurate	ADJ
easat-7445	184	14	,	,	PUNCT
easat-7445	184	15	and	and	CCONJ
easat-7445	184	16	transparent	transparent	ADJ
easat-7445	184	17	account	account	NOUN
easat-7445	184	18	of	of	ADP
easat-7445	184	19	the	the	DET
easat-7445	184	20	study	study	NOUN
easat-7445	184	21	;	;	PUNCT
easat-7445	184	22	that	that	SCONJ
easat-7445	184	23	no	no	DET
easat-7445	184	24	vital	vital	ADJ
easat-7445	184	25	features	feature	NOUN
easat-7445	184	26	of	of	ADP
easat-7445	184	27	the	the	DET
easat-7445	184	28	study	study	NOUN
easat-7445	184	29	have	have	AUX
easat-7445	184	30	been	be	AUX
easat-7445	184	31	omitted	omit	VERB
easat-7445	184	32	;	;	PUNCT
easat-7445	184	33	and	and	CCONJ
easat-7445	184	34	that	that	SCONJ
easat-7445	184	35	any	any	DET
easat-7445	184	36	discrepancies	discrepancy	NOUN
easat-7445	184	37	from	from	ADP
easat-7445	184	38	the	the	DET
easat-7445	184	39	study	study	NOUN
easat-7445	184	40	as	as	SCONJ
easat-7445	184	41	planned	plan	VERB
easat-7445	184	42	have	have	AUX
easat-7445	184	43	been	be	AUX
easat-7445	184	44	explained	explain	VERB
easat-7445	184	45	.	.	PUNCT
easat-7445	185	1	this	this	DET
easat-7445	185	2	study	study	NOUN
easat-7445	185	3	followed	follow	VERB
easat-7445	185	4	all	all	DET
easat-7445	185	5	ethical	ethical	ADJ
easat-7445	185	6	practices	practice	NOUN
easat-7445	185	7	during	during	ADP
easat-7445	185	8	writing	writing	NOUN
easat-7445	185	9	.	.	PUNCT
easat-7445	186	1	copyright	copyright	NOUN
easat-7445	186	2	:	:	PUNCT
easat-7445	186	3	©	©	PROPN
easat-7445	186	4	2025	2025	NUM
easat-7445	186	5	by	by	ADP
easat-7445	186	6	the	the	DET
easat-7445	186	7	authors	author	NOUN
easat-7445	186	8	.	.	PUNCT
easat-7445	187	1	this	this	DET
easat-7445	187	2	open	open	ADJ
easat-7445	187	3	-	-	PUNCT
easat-7445	187	4	access	access	NOUN
easat-7445	187	5	article	article	NOUN
easat-7445	187	6	is	be	AUX
easat-7445	187	7	distributed	distribute	VERB
easat-7445	187	8	under	under	ADP
easat-7445	187	9	the	the	DET
easat-7445	187	10	terms	term	NOUN
easat-7445	187	11	and	and	CCONJ
easat-7445	187	12	conditions	condition	NOUN
easat-7445	187	13	of	of	ADP
easat-7445	187	14	the	the	DET
easat-7445	187	15	creative	creative	ADJ
easat-7445	187	16	commons	common	NOUN
easat-7445	187	17	attribution	attribution	NOUN
easat-7445	187	18	(	(	PUNCT
easat-7445	187	19	cc	cc	NOUN
easat-7445	187	20	by	by	ADP
easat-7445	187	21	)	)	PUNCT
easat-7445	187	22	license	license	NOUN
easat-7445	187	23	(	(	PUNCT
easat-7445	187	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7445	187	25	)	)	PUNCT
easat-7445	187	26	.	.	PUNCT
easat-7445	188	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7445	188	2	2246	2246	NUM
easat-7445	188	3	edelweiss	edelweiss	PROPN
easat-7445	188	4	applied	apply	VERB
easat-7445	188	5	science	science	NOUN
easat-7445	188	6	and	and	CCONJ
easat-7445	188	7	technology	technology	NOUN
easat-7445	188	8	issn	issn	PROPN
easat-7445	188	9	:	:	PUNCT
easat-7445	188	10	2576	2576	NUM
easat-7445	188	11	-	-	SYM
easat-7445	188	12	8484	8484	NUM
easat-7445	188	13	vol	vol	NOUN
easat-7445	188	14	.	.	PROPN
easat-7445	189	1	9	9	NUM
easat-7445	189	2	,	,	PUNCT
easat-7445	189	3	no	no	INTJ
easat-7445	189	4	.	.	NOUN
easat-7445	189	5	5	5	NUM
easat-7445	189	6	:	:	SYM
easat-7445	189	7	2239	2239	NUM
easat-7445	189	8	-	-	SYM
easat-7445	189	9	2247	2247	NUM
easat-7445	189	10	,	,	PUNCT
easat-7445	189	11	2025	2025	NUM
easat-7445	189	12	doi	doi	NOUN
easat-7445	189	13	:	:	PUNCT
easat-7445	189	14	10.55214/25768484.v9i5.7445	10.55214/25768484.v9i5.7445	NOUN
easat-7445	189	15	©	©	PROPN
easat-7445	189	16	2025	2025	NUM
easat-7445	189	17	by	by	ADP
easat-7445	189	18	the	the	DET
easat-7445	189	19	authors	author	NOUN
easat-7445	189	20	;	;	PUNCT
easat-7445	189	21	licensee	licensee	PROPN
easat-7445	189	22	learning	learn	VERB
easat-7445	189	23	gate	gate	NOUN
easat-7445	189	24	references	reference	NOUN
easat-7445	189	25	[	[	X
easat-7445	189	26	1	1	NUM
easat-7445	189	27	]	]	PUNCT
easat-7445	189	28	s.	s.	PROPN
easat-7445	189	29	r.	r.	PROPN
easat-7445	189	30	safitri	safitri	PROPN
easat-7445	189	31	,	,	PUNCT
easat-7445	189	32	"	"	PUNCT
easat-7445	189	33	worker	worker	NOUN
easat-7445	189	34	competence	competence	NOUN
easat-7445	189	35	in	in	ADP
easat-7445	189	36	the	the	DET
easat-7445	189	37	industrial	industrial	ADJ
easat-7445	189	38	era	era	NOUN
easat-7445	189	39	4.0	4.0	NUM
easat-7445	189	40	,	,	PUNCT
easat-7445	189	41	"	"	PUNCT
easat-7445	189	42	batara	batara	PROPN
easat-7445	189	43	wisnu	wisnu	NOUN
easat-7445	189	44	:	:	PUNCT
easat-7445	189	45	indonesian	indonesian	ADJ
easat-7445	189	46	journal	journal	PROPN
easat-7445	189	47	of	of	ADP
easat-7445	189	48	community	community	NOUN
easat-7445	189	49	services	service	NOUN
easat-7445	189	50	,	,	PUNCT
easat-7445	189	51	vol	vol	NOUN
easat-7445	189	52	.	.	PROPN
easat-7445	190	1	2	2	NUM
easat-7445	190	2	,	,	PUNCT
easat-7445	190	3	no	no	INTJ
easat-7445	190	4	.	.	NOUN
easat-7445	190	5	1	1	NUM
easat-7445	190	6	,	,	PUNCT
easat-7445	190	7	pp	pp	ADJ
easat-7445	190	8	.	.	PUNCT
easat-7445	191	1	119	119	NUM
easat-7445	191	2	-	-	SYM
easat-7445	191	3	127	127	NUM
easat-7445	191	4	,	,	PUNCT
easat-7445	191	5	2022	2022	NUM
easat-7445	191	6	.	.	PUNCT
easat-7445	192	1	[	[	X
easat-7445	192	2	2	2	NUM
easat-7445	192	3	]	]	PUNCT
easat-7445	192	4	m.	m.	NOUN
easat-7445	192	5	ahern	ahern	PROPN
easat-7445	192	6	,	,	PUNCT
easat-7445	192	7	d.	d.	PROPN
easat-7445	192	8	t.	t.	PROPN
easat-7445	192	9	o’sullivan	o’sullivan	PROPN
easat-7445	192	10	,	,	PUNCT
easat-7445	192	11	and	and	CCONJ
easat-7445	192	12	k.	k.	PROPN
easat-7445	192	13	bruton	bruton	PROPN
easat-7445	192	14	,	,	PUNCT
easat-7445	192	15	"	"	PUNCT
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easat-7445	192	17	of	of	ADP
easat-7445	192	18	a	a	DET
easat-7445	192	19	framework	framework	NOUN
easat-7445	192	20	to	to	PART
easat-7445	192	21	aid	aid	VERB
easat-7445	192	22	the	the	DET
easat-7445	192	23	transition	transition	NOUN
easat-7445	192	24	from	from	ADP
easat-7445	192	25	reactive	reactive	NOUN
easat-7445	192	26	to	to	ADP
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easat-7445	192	28	maintenance	maintenance	NOUN
easat-7445	192	29	approaches	approach	NOUN
easat-7445	192	30	to	to	PART
easat-7445	192	31	enable	enable	VERB
easat-7445	192	32	energy	energy	NOUN
easat-7445	192	33	reduction	reduction	NOUN
easat-7445	192	34	,	,	PUNCT
easat-7445	192	35	"	"	PUNCT
easat-7445	192	36	applied	apply	VERB
easat-7445	192	37	sciences	science	NOUN
easat-7445	192	38	,	,	PUNCT
easat-7445	192	39	vol	vol	NOUN
easat-7445	192	40	.	.	PROPN
easat-7445	192	41	12	12	NUM
easat-7445	192	42	,	,	PUNCT
easat-7445	192	43	no	no	INTJ
easat-7445	192	44	.	.	NOUN
easat-7445	192	45	13	13	NUM
easat-7445	192	46	,	,	PUNCT
easat-7445	192	47	p.	p.	NOUN
easat-7445	192	48	6704	6704	NUM
easat-7445	192	49	,	,	PUNCT
easat-7445	192	50	2022	2022	NUM
easat-7445	192	51	.	.	PUNCT
easat-7445	193	1	https://doi.org/10.3390/app12136704	https://doi.org/10.3390/app12136704	ADV
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easat-7445	193	3	3	3	NUM
easat-7445	193	4	]	]	PUNCT
easat-7445	193	5	m.	m.	PROPN
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easat-7445	193	8	,	,	PUNCT
easat-7445	193	9	f.	f.	PROPN
easat-7445	193	10	b.	b.	PROPN
easat-7445	193	11	al	al	PROPN
easat-7445	193	12	-	-	PUNCT
easat-7445	193	13	askar	askar	PROPN
easat-7445	193	14	,	,	PUNCT
easat-7445	193	15	and	and	CCONJ
easat-7445	193	16	b.	b.	PROPN
easat-7445	193	17	a.	a.	PROPN
easat-7445	193	18	alkhaleel	alkhaleel	PROPN
easat-7445	193	19	,	,	PUNCT
easat-7445	193	20	"	"	PUNCT
easat-7445	193	21	reliability	reliability	NOUN
easat-7445	193	22	and	and	CCONJ
easat-7445	193	23	maintenance	maintenance	NOUN
easat-7445	193	24	optimization	optimization	NOUN
easat-7445	193	25	at	at	ADP
easat-7445	193	26	a	a	DET
easat-7445	193	27	saudi	saudi	ADJ
easat-7445	193	28	glass	glass	NOUN
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easat-7445	193	30	plant	plant	NOUN
easat-7445	193	31	,	,	PUNCT
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easat-7445	193	33	in	in	ADP
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easat-7445	193	35	of	of	ADP
easat-7445	193	36	the	the	DET
easat-7445	193	37	14th	14th	ADJ
easat-7445	193	38	annual	annual	ADJ
easat-7445	193	39	international	international	ADJ
easat-7445	193	40	conference	conference	NOUN
easat-7445	193	41	on	on	ADP
easat-7445	193	42	industrial	industrial	ADJ
easat-7445	193	43	engineering	engineering	NOUN
easat-7445	193	44	and	and	CCONJ
easat-7445	193	45	operations	operation	NOUN
easat-7445	193	46	management	management	NOUN
easat-7445	193	47	,	,	PUNCT
easat-7445	193	48	dubai	dubai	PROPN
easat-7445	193	49	,	,	PUNCT
easat-7445	193	50	uae	uae	PROPN
easat-7445	193	51	.	.	PUNCT
easat-7445	194	1	ieom	ieom	PROPN
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easat-7445	194	4	.	.	PUNCT
easat-7445	195	1	https://doi.org/10.46254/an14.20240141	https://doi.org/10.46254/an14.20240141	NOUN
easat-7445	195	2	,	,	PUNCT
easat-7445	195	3	2024	2024	NUM
easat-7445	195	4	.	.	PUNCT
easat-7445	196	1	[	[	X
easat-7445	196	2	4	4	X
easat-7445	196	3	]	]	X
easat-7445	196	4	g.	g.	PROPN
easat-7445	196	5	alemayehu	alemayehu	PROPN
easat-7445	196	6	,	,	PUNCT
easat-7445	196	7	m.	m.	NOUN
easat-7445	196	8	avvari	avvari	PROPN
easat-7445	196	9	,	,	PUNCT
easat-7445	196	10	b.	b.	PROPN
easat-7445	196	11	alemu	alemu	PROPN
easat-7445	196	12	,	,	PUNCT
easat-7445	196	13	and	and	CCONJ
easat-7445	196	14	a.	a.	NOUN
easat-7445	196	15	m.	m.	PROPN
easat-7445	196	16	gebrekidan	gebrekidan	PROPN
easat-7445	196	17	,	,	PUNCT
easat-7445	196	18	"	"	PUNCT
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easat-7445	196	21	of	of	ADP
easat-7445	196	22	faffa	faffa	PROPN
easat-7445	196	23	food	food	PROPN
easat-7445	196	24	share	share	PROPN
easat-7445	196	25	company	company	NOUN
easat-7445	196	26	through	through	ADP
easat-7445	196	27	computerized	computerized	ADJ
easat-7445	196	28	maintenance	maintenance	NOUN
easat-7445	196	29	management	management	NOUN
easat-7445	196	30	system	system	NOUN
easat-7445	196	31	(	(	PUNCT
easat-7445	196	32	cmms	cmms	NOUN
easat-7445	196	33	)	)	PUNCT
easat-7445	196	34	,	,	PUNCT
easat-7445	196	35	"	"	PUNCT
easat-7445	196	36	journal	journal	NOUN
easat-7445	196	37	of	of	ADP
easat-7445	196	38	engineering	engineering	NOUN
easat-7445	196	39	,	,	PUNCT
easat-7445	196	40	vol	vol	NOUN
easat-7445	196	41	.	.	PROPN
easat-7445	196	42	2023	2023	NUM
easat-7445	196	43	,	,	PUNCT
easat-7445	196	44	no	no	INTJ
easat-7445	196	45	.	.	NOUN
easat-7445	196	46	1	1	NUM
easat-7445	196	47	,	,	PUNCT
easat-7445	196	48	p.	p.	NOUN
easat-7445	196	49	4856457	4856457	NUM
easat-7445	196	50	,	,	PUNCT
easat-7445	196	51	2023	2023	NUM
easat-7445	196	52	.	.	PUNCT
easat-7445	197	1	[	[	X
easat-7445	197	2	5	5	NUM
easat-7445	197	3	]	]	PUNCT
easat-7445	197	4	m.	m.	NOUN
easat-7445	197	5	el	el	PROPN
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easat-7445	197	7	,	,	PUNCT
easat-7445	197	8	m.	m.	NOUN
easat-7445	197	9	rafik	rafik	PROPN
easat-7445	197	10	,	,	PUNCT
easat-7445	197	11	r.	r.	PROPN
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easat-7445	197	13	,	,	PUNCT
easat-7445	197	14	and	and	CCONJ
easat-7445	197	15	a.	a.	PROPN
easat-7445	197	16	farid	farid	PROPN
easat-7445	197	17	,	,	PUNCT
easat-7445	197	18	"	"	PUNCT
easat-7445	197	19	contribution	contribution	NOUN
easat-7445	197	20	of	of	ADP
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easat-7445	197	25	maintenance	maintenance	NOUN
easat-7445	197	26	in	in	ADP
easat-7445	197	27	the	the	DET
easat-7445	197	28	field	field	NOUN
easat-7445	197	29	of	of	ADP
easat-7445	197	30	mechanics	mechanic	NOUN
easat-7445	197	31	,	,	PUNCT
easat-7445	197	32	"	"	PUNCT
easat-7445	197	33	intechopen	intechopen	ADJ
easat-7445	197	34	,	,	PUNCT
easat-7445	197	35	2024	2024	NUM
easat-7445	197	36	.	.	PUNCT
easat-7445	198	1	https://doi.org/10.5772/intechopen.1005280	https://doi.org/10.5772/intechopen.1005280	NOUN
easat-7445	198	2	[	[	X
easat-7445	198	3	6	6	NUM
easat-7445	198	4	]	]	PUNCT
easat-7445	198	5	a.	a.	NOUN
easat-7445	198	6	v.	v.	PROPN
easat-7445	198	7	s.	s.	PROPN
easat-7445	198	8	s.	s.	PROPN
easat-7445	198	9	rao	rao	PROPN
easat-7445	198	10	,	,	PUNCT
easat-7445	198	11	s.	s.	PROPN
easat-7445	198	12	kulkarni	kulkarni	PROPN
easat-7445	198	13	,	,	PUNCT
easat-7445	198	14	d.	d.	PROPN
easat-7445	198	15	bhatia	bhatia	PROPN
easat-7445	198	16	,	,	PUNCT
easat-7445	198	17	l.	l.	PROPN
easat-7445	198	18	v.	v.	PROPN
easat-7445	198	19	sambasivarao	sambasivarao	PROPN
easat-7445	198	20	,	,	PUNCT
easat-7445	198	21	and	and	CCONJ
easat-7445	198	22	k.	k.	PROPN
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easat-7445	198	24	,	,	PUNCT
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easat-7445	198	32	maintenance	maintenance	NOUN
easat-7445	198	33	in	in	ADP
easat-7445	198	34	industrial	industrial	ADJ
easat-7445	198	35	manufacturing	manufacturing	NOUN
easat-7445	198	36	systems	system	NOUN
easat-7445	198	37	,	,	PUNCT
easat-7445	198	38	"	"	PUNCT
easat-7445	198	39	southeastern	southeastern	ADJ
easat-7445	198	40	european	european	ADJ
easat-7445	198	41	journal	journal	PROPN
easat-7445	198	42	of	of	ADP
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easat-7445	198	45	,	,	PUNCT
easat-7445	198	46	pp	pp	ADJ
easat-7445	198	47	.	.	PUNCT
easat-7445	198	48	716	716	NUM
easat-7445	198	49	–	–	PUNCT
easat-7445	198	50	723	723	NUM
easat-7445	198	51	,	,	PUNCT
easat-7445	198	52	2024	2024	NUM
easat-7445	198	53	.	.	PUNCT
easat-7445	199	1	https://doi.org/10.70135/seejph.vi.2057	https://doi.org/10.70135/seejph.vi.2057	NOUN
easat-7445	199	2	[	[	X
easat-7445	199	3	7	7	X
easat-7445	199	4	]	]	X
easat-7445	199	5	c.	c.	PROPN
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easat-7445	199	7	,	,	PUNCT
easat-7445	199	8	"	"	PUNCT
easat-7445	199	9	advancing	advance	VERB
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easat-7445	199	13	,	,	PUNCT
easat-7445	199	14	and	and	CCONJ
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easat-7445	199	22	electronic	electronic	ADJ
easat-7445	199	23	systems	system	NOUN
easat-7445	199	24	,	,	PUNCT
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easat-7445	199	36	.	.	PUNCT
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easat-7445	200	2	-	-	SYM
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easat-7445	200	4	,	,	PUNCT
easat-7445	200	5	2024	2024	NUM
easat-7445	200	6	.	.	PUNCT
easat-7445	201	1	https://doi.org/10.54254/27538818/36/20240537	https://doi.org/10.54254/27538818/36/20240537	X
easat-7445	202	1	[	[	X
easat-7445	202	2	8	8	NUM
easat-7445	202	3	]	]	X
easat-7445	202	4	o.	o.	NOUN
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easat-7445	202	7	,	,	PUNCT
easat-7445	202	8	o.	o.	PROPN
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easat-7445	202	14	-	-	PUNCT
easat-7445	202	15	aina	aina	PROPN
easat-7445	202	16	,	,	PUNCT
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easat-7445	202	21	and	and	CCONJ
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easat-7445	202	64	:	:	PUNCT
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easat-7445	203	8	,	,	PUNCT
easat-7445	203	9	vol	vol	NOUN
easat-7445	203	10	.	.	PROPN
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easat-7445	203	12	,	,	PUNCT
easat-7445	203	13	no	no	INTJ
easat-7445	203	14	.	.	NOUN
easat-7445	203	15	11	11	NUM
easat-7445	203	16	,	,	PUNCT
easat-7445	203	17	p.	p.	NOUN
easat-7445	203	18	10.9734	10.9734	NUM
easat-7445	203	19	,	,	PUNCT
easat-7445	203	20	2024	2024	NUM
easat-7445	203	21	.	.	PUNCT
easat-7445	204	1	https://doi.org/10.9734/ajrcos/2024/v17i11522	https://doi.org/10.9734/ajrcos/2024/v17i11522	NOUN
easat-7445	205	1	[	[	X
easat-7445	205	2	9	9	NUM
easat-7445	205	3	]	]	PUNCT
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easat-7445	205	5	t.	t.	PROPN
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easat-7445	205	9	,	,	PUNCT
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easat-7445	205	14	manufacturing	manufacturing	NOUN
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easat-7445	205	21	,	,	PUNCT
easat-7445	205	22	"	"	PUNCT
easat-7445	205	23	journal	journal	NOUN
easat-7445	205	24	of	of	ADP
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easat-7445	205	27	and	and	CCONJ
easat-7445	205	28	innovation	innovation	NOUN
easat-7445	205	29	,	,	PUNCT
easat-7445	205	30	vol	vol	NOUN
easat-7445	205	31	.	.	PROPN
easat-7445	205	32	22	22	NUM
easat-7445	205	33	,	,	PUNCT
easat-7445	205	34	no	no	INTJ
easat-7445	205	35	.	.	NOUN
easat-7445	205	36	1	1	NUM
easat-7445	205	37	,	,	PUNCT
easat-7445	205	38	pp	pp	PROPN
easat-7445	205	39	.	.	PUNCT
easat-7445	206	1	1–14	1–14	PROPN
easat-7445	206	2	,	,	PUNCT
easat-7445	206	3	2022	2022	NUM
easat-7445	206	4	.	.	PUNCT
easat-7445	207	1	[	[	X
easat-7445	207	2	10	10	NUM
easat-7445	207	3	]	]	PUNCT
easat-7445	207	4	t.	t.	PROPN
easat-7445	207	5	kesakan	kesakan	PROPN
easat-7445	207	6	and	and	CCONJ
easat-7445	207	7	k.	k.	PROPN
easat-7445	207	8	atikulrat	atikulrat	PROPN
easat-7445	207	9	,	,	PUNCT
easat-7445	207	10	"	"	PUNCT
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easat-7445	207	13	a	a	DET
easat-7445	207	14	program	program	NOUN
easat-7445	207	15	for	for	ADP
easat-7445	207	16	planning	planning	NOUN
easat-7445	207	17	maintenance	maintenance	NOUN
easat-7445	207	18	of	of	ADP
easat-7445	207	19	machinery	machinery	NOUN
easat-7445	207	20	in	in	ADP
easat-7445	207	21	the	the	DET
easat-7445	207	22	production	production	NOUN
easat-7445	207	23	process	process	NOUN
easat-7445	207	24	:	:	PUNCT
easat-7445	207	25	a	a	DET
easat-7445	207	26	case	case	NOUN
easat-7445	207	27	study	study	NOUN
easat-7445	207	28	of	of	ADP
easat-7445	207	29	a	a	DET
easat-7445	207	30	kraft	kraft	NOUN
easat-7445	207	31	paper	paper	NOUN
easat-7445	207	32	factory	factory	NOUN
easat-7445	207	33	,	,	PUNCT
easat-7445	207	34	"	"	PUNCT
easat-7445	207	35	ubon	ubon	PROPN
easat-7445	207	36	ratchathani	ratchathani	PROPN
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easat-7445	207	40	,	,	PUNCT
easat-7445	207	41	vol	vol	NOUN
easat-7445	207	42	.	.	PROPN
easat-7445	207	43	16	16	NUM
easat-7445	207	44	,	,	PUNCT
easat-7445	207	45	no	no	INTJ
easat-7445	207	46	.	.	NOUN
easat-7445	207	47	2	2	NUM
easat-7445	207	48	,	,	PUNCT
easat-7445	207	49	pp	pp	ADJ
easat-7445	207	50	.	.	PUNCT
easat-7445	208	1	13	13	NUM
easat-7445	208	2	–	–	PUNCT
easat-7445	208	3	24	24	NUM
easat-7445	208	4	,	,	PUNCT
easat-7445	208	5	2023	2023	NUM
easat-7445	208	6	.	.	PUNCT
easat-7445	209	1	[	[	X
easat-7445	209	2	11	11	NUM
easat-7445	209	3	]	]	PUNCT
easat-7445	209	4	s.	s.	PROPN
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easat-7445	209	6	and	and	CCONJ
easat-7445	209	7	p.	p.	NOUN
easat-7445	209	8	ruengcheingchum	ruengcheingchum	NOUN
easat-7445	209	9	,	,	PUNCT
easat-7445	209	10	"	"	PUNCT
easat-7445	209	11	increasing	increase	VERB
easat-7445	209	12	machine	machine	NOUN
easat-7445	209	13	performance	performance	NOUN
easat-7445	209	14	efficiency	efficiency	NOUN
easat-7445	209	15	measurement	measurement	NOUN
easat-7445	209	16	with	with	ADP
easat-7445	209	17	predictive	predictive	ADJ
easat-7445	209	18	maintenance	maintenance	NOUN
easat-7445	209	19	technology	technology	NOUN
easat-7445	209	20	:	:	PUNCT
easat-7445	209	21	a	a	DET
easat-7445	209	22	case	case	NOUN
easat-7445	209	23	study	study	NOUN
easat-7445	209	24	of	of	ADP
easat-7445	209	25	a	a	DET
easat-7445	209	26	sugar	sugar	NOUN
easat-7445	209	27	factory	factory	NOUN
easat-7445	209	28	,	,	PUNCT
easat-7445	209	29	"	"	PUNCT
easat-7445	209	30	journal	journal	NOUN
easat-7445	209	31	of	of	ADP
easat-7445	209	32	applied	apply	VERB
easat-7445	209	33	business	business	NOUN
easat-7445	209	34	agriculture	agriculture	NOUN
easat-7445	209	35	,	,	PUNCT
easat-7445	209	36	vol	vol	NOUN
easat-7445	209	37	.	.	PROPN
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easat-7445	209	39	,	,	PUNCT
easat-7445	209	40	no	no	INTJ
easat-7445	209	41	.	.	NOUN
easat-7445	209	42	29	29	NUM
easat-7445	209	43	,	,	PUNCT
easat-7445	209	44	pp	pp	ADJ
easat-7445	209	45	.	.	PUNCT
easat-7445	210	1	91–109	91–109	NUM
easat-7445	210	2	,	,	PUNCT
easat-7445	210	3	2024	2024	NUM
easat-7445	210	4	.	.	PUNCT
easat-7445	211	1	[	[	X
easat-7445	211	2	12	12	NUM
easat-7445	211	3	]	]	X
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easat-7445	211	8	kess	kess	PROPN
easat-7445	211	9	-	-	PUNCT
easat-7445	211	10	momoh	momoh	ADJ
easat-7445	211	11	,	,	PUNCT
easat-7445	211	12	and	and	CCONJ
easat-7445	211	13	s.	s.	PROPN
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easat-7445	211	16	"	"	PUNCT
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easat-7445	211	18	maintenance	maintenance	NOUN
easat-7445	211	19	strategies	strategy	NOUN
easat-7445	211	20	for	for	ADP
easat-7445	211	21	industrial	industrial	ADJ
easat-7445	211	22	equipment	equipment	NOUN
easat-7445	211	23	:	:	PUNCT
easat-7445	211	24	a	a	DET
easat-7445	211	25	review	review	NOUN
easat-7445	211	26	of	of	ADP
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easat-7445	211	28	practices	practice	NOUN
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easat-7445	211	35	access	access	NOUN
easat-7445	211	36	research	research	NOUN
easat-7445	211	37	journal	journal	NOUN
easat-7445	211	38	of	of	ADP
easat-7445	211	39	science	science	NOUN
easat-7445	211	40	and	and	CCONJ
easat-7445	211	41	technology	technology	NOUN
easat-7445	211	42	,	,	PUNCT
easat-7445	211	43	vol	vol	NOUN
easat-7445	211	44	.	.	PROPN
easat-7445	211	45	11	11	NUM
easat-7445	211	46	,	,	PUNCT
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easat-7445	211	48	.	.	NOUN
easat-7445	211	49	2	2	NUM
easat-7445	211	50	,	,	PUNCT
easat-7445	211	51	pp	pp	ADJ
easat-7445	211	52	.	.	PUNCT
easat-7445	212	1	29	29	NUM
easat-7445	212	2	-	-	SYM
easat-7445	212	3	37	37	NUM
easat-7445	212	4	,	,	PUNCT
easat-7445	212	5	2024	2024	NUM
easat-7445	212	6	.	.	PUNCT
easat-7445	213	1	https://doi.org/10.53022/oarjst.2024.11.2.0081	https://doi.org/10.53022/oarjst.2024.11.2.0081	PRON
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easat-7445	214	2	13	13	NUM
easat-7445	214	3	]	]	PUNCT
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easat-7445	214	5	t.	t.	PROPN
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easat-7445	214	7	,	,	PUNCT
easat-7445	214	8	o.	o.	PROPN
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easat-7445	214	10	,	,	PUNCT
easat-7445	214	11	and	and	CCONJ
easat-7445	214	12	h.	h.	PROPN
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easat-7445	214	14	,	,	PUNCT
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easat-7445	214	16	validation	validation	NOUN
easat-7445	214	17	of	of	ADP
easat-7445	214	18	a	a	DET
easat-7445	214	19	lean	lean	ADJ
easat-7445	214	20	smart	smart	ADJ
easat-7445	214	21	maintenance	maintenance	NOUN
easat-7445	214	22	maturity	maturity	NOUN
easat-7445	214	23	model	model	NOUN
easat-7445	214	24	,	,	PUNCT
easat-7445	214	25	"	"	PUNCT
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easat-7445	214	28	,	,	PUNCT
easat-7445	214	29	vol	vol	NOUN
easat-7445	214	30	.	.	PROPN
easat-7445	214	31	14	14	NUM
easat-7445	214	32	,	,	PUNCT
easat-7445	214	33	no	no	INTJ
easat-7445	214	34	.	.	NOUN
easat-7445	214	35	3	3	NUM
easat-7445	214	36	,	,	PUNCT
easat-7445	214	37	pp	pp	ADJ
easat-7445	214	38	.	.	PUNCT
easat-7445	214	39	296	296	NUM
easat-7445	214	40	-	-	SYM
easat-7445	214	41	302	302	NUM
easat-7445	214	42	,	,	PUNCT
easat-7445	214	43	2020	2020	NUM
easat-7445	214	44	.	.	PUNCT
easat-7445	215	1	https://doi.org/10.31803/tg-20200706131623	https://doi.org/10.31803/tg-20200706131623	PROPN
easat-7445	216	1	[	[	X
easat-7445	216	2	14	14	NUM
easat-7445	216	3	]	]	X
easat-7445	216	4	o.	o.	NOUN
easat-7445	216	5	bohrey	bohrey	PROPN
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easat-7445	216	9	,	,	PUNCT
easat-7445	216	10	"	"	PUNCT
easat-7445	216	11	application	application	NOUN
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easat-7445	216	13	reliability	reliability	NOUN
easat-7445	216	14	centred	centre	VERB
easat-7445	216	15	maintenance	maintenance	NOUN
easat-7445	216	16	in	in	ADP
easat-7445	216	17	improving	improve	VERB
easat-7445	216	18	aircraft	aircraft	NOUN
easat-7445	216	19	availability	availability	NOUN
easat-7445	216	20	with	with	ADP
easat-7445	216	21	preventive	preventive	ADJ
easat-7445	216	22	maintenance	maintenance	NOUN
easat-7445	216	23	intervention	intervention	NOUN
easat-7445	216	24	,	,	PUNCT
easat-7445	216	25	"	"	PUNCT
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easat-7445	216	28	res	re	NOUN
easat-7445	216	29	appl	appl	PROPN
easat-7445	216	30	sci	sci	PROPN
easat-7445	216	31	eng	eng	PROPN
easat-7445	216	32	technol	technol	PROPN
easat-7445	216	33	,	,	PUNCT
easat-7445	216	34	vol	vol	NOUN
easat-7445	216	35	.	.	PROPN
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easat-7445	217	2	,	,	PUNCT
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easat-7445	217	4	.	.	NOUN
easat-7445	217	5	1	1	NUM
easat-7445	217	6	,	,	PUNCT
easat-7445	217	7	pp	pp	ADJ
easat-7445	217	8	.	.	PUNCT
easat-7445	218	1	115	115	NUM
easat-7445	218	2	-	-	SYM
easat-7445	218	3	129	129	NUM
easat-7445	218	4	,	,	PUNCT
easat-7445	218	5	2024	2024	NUM
easat-7445	218	6	.	.	PUNCT
easat-7445	219	1	https://doi.org/10.37934/araset.42.1.115129	https://doi.org/10.37934/araset.42.1.115129	NOUN
easat-7445	220	1	[	[	X
easat-7445	220	2	15	15	NUM
easat-7445	220	3	]	]	X
easat-7445	220	4	k.	k.	PROPN
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easat-7445	220	6	,	,	PUNCT
easat-7445	220	7	"	"	PUNCT
easat-7445	220	8	impact	impact	NOUN
easat-7445	220	9	of	of	ADP
easat-7445	220	10	international	international	ADJ
easat-7445	220	11	labor	labor	NOUN
easat-7445	220	12	migration	migration	NOUN
easat-7445	220	13	on	on	ADP
easat-7445	220	14	regional	regional	ADJ
easat-7445	220	15	economic	economic	ADJ
easat-7445	220	16	growth	growth	NOUN
easat-7445	220	17	in	in	ADP
easat-7445	220	18	thailand	thailand	PROPN
easat-7445	220	19	,	,	PUNCT
easat-7445	220	20	"	"	PUNCT
easat-7445	220	21	journal	journal	NOUN
easat-7445	220	22	of	of	ADP
easat-7445	220	23	economic	economic	ADJ
easat-7445	220	24	structures	structure	NOUN
easat-7445	220	25	,	,	PUNCT
easat-7445	220	26	vol	vol	NOUN
easat-7445	220	27	.	.	PROPN
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easat-7445	220	29	,	,	PUNCT
easat-7445	220	30	no	no	INTJ
easat-7445	220	31	.	.	NOUN
easat-7445	220	32	1	1	NUM
easat-7445	220	33	,	,	PUNCT
easat-7445	220	34	p.	p.	NOUN
easat-7445	220	35	15	15	NUM
easat-7445	220	36	,	,	PUNCT
easat-7445	220	37	2020	2020	NUM
easat-7445	220	38	.	.	PUNCT
easat-7445	221	1	https://doi.org/10.1186/s40008-020-00192-7	https://doi.org/10.1186/s40008-020-00192-7	NUM
easat-7445	222	1	[	[	X
easat-7445	222	2	16	16	NUM
easat-7445	222	3	]	]	X
easat-7445	222	4	y.	y.	PROPN
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easat-7445	222	6	,	,	PUNCT
easat-7445	222	7	n.	n.	PROPN
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easat-7445	222	9	,	,	PUNCT
easat-7445	222	10	and	and	CCONJ
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easat-7445	222	18	system	system	NOUN
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easat-7445	222	21	electrical	electrical	ADJ
easat-7445	222	22	equipment	equipment	NOUN
easat-7445	222	23	transportation	transportation	NOUN
easat-7445	222	24	,	,	PUNCT
easat-7445	222	25	"	"	PUNCT
easat-7445	222	26	journal	journal	NOUN
easat-7445	222	27	of	of	ADP
easat-7445	222	28	science	science	NOUN
easat-7445	222	29	and	and	CCONJ
easat-7445	222	30	technology	technology	NOUN
easat-7445	222	31	,	,	PUNCT
easat-7445	222	32	vol	vol	NOUN
easat-7445	222	33	.	.	PROPN
easat-7445	222	34	12	12	NUM
easat-7445	222	35	,	,	PUNCT
easat-7445	222	36	no	no	INTJ
easat-7445	222	37	.	.	NOUN
easat-7445	222	38	1	1	NUM
easat-7445	222	39	,	,	PUNCT
easat-7445	222	40	pp	pp	ADJ
easat-7445	222	41	.	.	PUNCT
easat-7445	223	1	45–60	45–60	NUM
easat-7445	223	2	,	,	PUNCT
easat-7445	223	3	2024	2024	NUM
easat-7445	223	4	.	.	PUNCT
easat-7445	224	1	[	[	X
easat-7445	224	2	17	17	NUM
easat-7445	224	3	]	]	PUNCT
easat-7445	224	4	t.	t.	PROPN
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easat-7445	224	6	and	and	CCONJ
easat-7445	224	7	w.	w.	PROPN
easat-7445	224	8	guan	guan	PROPN
easat-7445	224	9	,	,	PUNCT
easat-7445	224	10	"	"	PUNCT
easat-7445	224	11	challenges	challenge	NOUN
easat-7445	224	12	facing	face	VERB
easat-7445	224	13	thai	thai	ADJ
easat-7445	224	14	higher	high	ADJ
easat-7445	224	15	education	education	NOUN
easat-7445	224	16	institutions	institution	NOUN
easat-7445	224	17	financial	financial	ADJ
easat-7445	224	18	stability	stability	NOUN
easat-7445	224	19	and	and	CCONJ
easat-7445	224	20	perceived	perceive	VERB
easat-7445	224	21	institutional	institutional	ADJ
easat-7445	224	22	education	education	NOUN
easat-7445	224	23	quality	quality	NOUN
easat-7445	224	24	,	,	PUNCT
easat-7445	224	25	"	"	PUNCT
easat-7445	224	26	power	power	NOUN
easat-7445	224	27	and	and	CCONJ
easat-7445	224	28	education	education	NOUN
easat-7445	224	29	,	,	PUNCT
easat-7445	224	30	vol	vol	NOUN
easat-7445	224	31	.	.	PROPN
easat-7445	224	32	15	15	NUM
easat-7445	224	33	,	,	PUNCT
easat-7445	224	34	no	no	INTJ
easat-7445	224	35	.	.	NOUN
easat-7445	224	36	3	3	NUM
easat-7445	224	37	,	,	PUNCT
easat-7445	224	38	pp	pp	ADJ
easat-7445	224	39	.	.	PUNCT
easat-7445	225	1	326	326	NUM
easat-7445	225	2	-	-	SYM
easat-7445	225	3	340	340	NUM
easat-7445	225	4	,	,	PUNCT
easat-7445	225	5	2023	2023	NUM
easat-7445	225	6	.	.	PUNCT
easat-7445	226	1	https://doi.org/10.1177/17577438221140014	https://doi.org/10.1177/17577438221140014	X
easat-7445	227	1	[	[	X
easat-7445	227	2	18	18	NUM
easat-7445	227	3	]	]	PUNCT
easat-7445	227	4	t.	t.	PROPN
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easat-7445	227	8	pichetsiraprapa	pichetsiraprapa	PROPN
easat-7445	227	9	,	,	PUNCT
easat-7445	227	10	"	"	PUNCT
easat-7445	227	11	the	the	DET
easat-7445	227	12	development	development	NOUN
easat-7445	227	13	model	model	NOUN
easat-7445	227	14	of	of	ADP
easat-7445	227	15	work	work	NOUN
easat-7445	227	16	strategy	strategy	NOUN
easat-7445	227	17	of	of	ADP
easat-7445	227	18	the	the	DET
easat-7445	227	19	academic	academic	ADJ
easat-7445	227	20	supporting	support	VERB
easat-7445	227	21	personnel	personnel	NOUN
easat-7445	227	22	in	in	ADP
easat-7445	227	23	the	the	DET
easat-7445	227	24	4.0	4.0	NUM
easat-7445	227	25	era	era	NOUN
easat-7445	227	26	of	of	ADP
easat-7445	227	27	king	king	PROPN
easat-7445	227	28	mongkut	mongkut	PROPN
easat-7445	227	29	’s	’s	PROPN
easat-7445	227	30	university	university	PROPN
easat-7445	227	31	of	of	ADP
easat-7445	227	32	technology	technology	PROPN
easat-7445	227	33	north	north	PROPN
easat-7445	227	34	bangkok	bangkok	PROPN
easat-7445	227	35	,	,	PUNCT
easat-7445	227	36	"	"	PUNCT
easat-7445	227	37	journal	journal	NOUN
easat-7445	227	38	of	of	ADP
easat-7445	227	39	technical	technical	ADJ
easat-7445	227	40	education	education	NOUN
easat-7445	227	41	development	development	NOUN
easat-7445	227	42	,	,	PUNCT
easat-7445	227	43	vol	vol	NOUN
easat-7445	227	44	.	.	PROPN
easat-7445	227	45	35	35	NUM
easat-7445	227	46	,	,	PUNCT
easat-7445	227	47	no	no	INTJ
easat-7445	227	48	.	.	NOUN
easat-7445	227	49	125	125	NUM
easat-7445	227	50	,	,	PUNCT
easat-7445	227	51	pp	pp	ADJ
easat-7445	227	52	.	.	PUNCT
easat-7445	228	1	62–69	62–69	NUM
easat-7445	228	2	,	,	PUNCT
easat-7445	228	3	2023	2023	NUM
easat-7445	228	4	.	.	PUNCT
easat-7445	229	1	https://doi.org/10.14416/j.ted.2023.02.003	https://doi.org/10.14416/j.ted.2023.02.003	NOUN
easat-7445	229	2	[	[	X
easat-7445	229	3	19	19	NUM
easat-7445	229	4	]	]	PUNCT
easat-7445	229	5	i.	i.	PROPN
easat-7445	229	6	yasin	yasin	PROPN
easat-7445	229	7	,	,	PUNCT
easat-7445	229	8	n.	n.	PROPN
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easat-7445	229	10	,	,	PUNCT
easat-7445	229	11	and	and	CCONJ
easat-7445	229	12	b.	b.	PROPN
easat-7445	229	13	syairudin	syairudin	PROPN
easat-7445	229	14	,	,	PUNCT
easat-7445	229	15	"	"	PUNCT
easat-7445	229	16	reducing	reduce	VERB
easat-7445	229	17	unplanned	unplanned	ADJ
easat-7445	229	18	downtime	downtime	NOUN
easat-7445	229	19	using	use	VERB
easat-7445	229	20	predictive	predictive	ADJ
easat-7445	229	21	maintenance	maintenance	NOUN
easat-7445	229	22	(	(	PUNCT
easat-7445	229	23	pdm	pdm	PROPN
easat-7445	229	24	)	)	PUNCT
easat-7445	229	25	,	,	PUNCT
easat-7445	229	26	"	"	PUNCT
easat-7445	229	27	presented	present	VERB
easat-7445	229	28	at	at	ADP
easat-7445	229	29	the	the	DET
easat-7445	229	30	iop	iop	PROPN
easat-7445	229	31	conference	conference	PROPN
easat-7445	229	32	series	series	NOUN
easat-7445	229	33	:	:	PUNCT
easat-7445	229	34	materials	material	NOUN
easat-7445	229	35	science	science	NOUN
easat-7445	229	36	and	and	CCONJ
easat-7445	229	37	engineering	engineering	NOUN
easat-7445	229	38	,	,	PUNCT
easat-7445	229	39	vol	vol	NOUN
easat-7445	229	40	.	.	NOUN
easat-7445	229	41	1072	1072	NUM
easat-7445	229	42	,	,	PUNCT
easat-7445	229	43	article	article	NOUN
easat-7445	229	44	no	no	NOUN
easat-7445	229	45	.	.	PROPN
easat-7445	229	46	012041	012041	NUM
easat-7445	229	47	,	,	PUNCT
easat-7445	229	48	2021	2021	NUM
easat-7445	229	49	.	.	PUNCT
easat-7445	230	1	https://doi.org/10.1088/1757-899x/1072/1/012041	https://doi.org/10.1088/1757-899x/1072/1/012041	NOUN
easat-7445	230	2	,	,	PUNCT
easat-7445	230	3	2021	2021	NUM
easat-7445	230	4	.	.	PUNCT
easat-7445	231	1	[	[	X
easat-7445	231	2	20	20	NUM
easat-7445	231	3	]	]	PUNCT
easat-7445	231	4	s.	s.	PROPN
easat-7445	231	5	m.	m.	PROPN
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easat-7445	231	8	k.	k.	PROPN
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easat-7445	231	10	,	,	PUNCT
easat-7445	231	11	and	and	CCONJ
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easat-7445	231	14	,	,	PUNCT
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easat-7445	231	16	the	the	DET
easat-7445	231	17	influence	influence	NOUN
easat-7445	231	18	of	of	ADP
easat-7445	231	19	industry	industry	NOUN
easat-7445	231	20	4.0	4.0	NUM
easat-7445	231	21	on	on	ADP
easat-7445	231	22	work	work	NOUN
easat-7445	231	23	behavior	behavior	NOUN
easat-7445	231	24	and	and	CCONJ
easat-7445	231	25	employee	employee	NOUN
easat-7445	231	26	productivity	productivity	NOUN
easat-7445	231	27	in	in	ADP
easat-7445	231	28	technology	technology	NOUN
easat-7445	231	29	companies	company	NOUN
easat-7445	231	30	,	,	PUNCT
easat-7445	231	31	"	"	PUNCT
easat-7445	231	32	proceeding	proceeding	NOUN
easat-7445	231	33	:	:	PUNCT
easat-7445	231	34	islamic	islamic	PROPN
easat-7445	231	35	university	university	PROPN
easat-7445	231	36	of	of	ADP
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easat-7445	231	38	,	,	PUNCT
easat-7445	231	39	2024	2024	NUM
easat-7445	231	40	.	.	PUNCT
easat-7445	232	1	https://doi.org/10.31602/piuk.v0i0.15797	https://doi.org/10.31602/piuk.v0i0.15797	X
easat-7445	233	1	[	[	X
easat-7445	233	2	21	21	NUM
easat-7445	233	3	]	]	X
easat-7445	233	4	s.	s.	PROPN
easat-7445	233	5	kaur	kaur	PROPN
easat-7445	233	6	,	,	PUNCT
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easat-7445	233	8	s.	s.	PROPN
easat-7445	233	9	sahota	sahota	PROPN
easat-7445	233	10	,	,	PUNCT
easat-7445	233	11	s.	s.	PROPN
easat-7445	233	12	y.	y.	PROPN
easat-7445	233	13	ying	ying	PROPN
easat-7445	233	14	,	,	PUNCT
easat-7445	233	15	and	and	CCONJ
easat-7445	233	16	y.	y.	PROPN
easat-7445	233	17	haotian	haotian	PROPN
easat-7445	233	18	,	,	PUNCT
easat-7445	233	19	"	"	PUNCT
easat-7445	233	20	emerging	emerge	VERB
easat-7445	233	21	trends	trend	NOUN
easat-7445	233	22	in	in	ADP
easat-7445	233	23	industry	industry	NOUN
easat-7445	233	24	4.0	4.0	NUM
easat-7445	233	25	and	and	CCONJ
easat-7445	233	26	predictive	predictive	ADJ
easat-7445	233	27	maintenance	maintenance	NOUN
easat-7445	233	28	,	,	PUNCT
easat-7445	233	29	"	"	PUNCT
easat-7445	233	30	abhigyan	abhigyan	ADJ
easat-7445	233	31	,	,	PUNCT
easat-7445	233	32	vol	vol	NOUN
easat-7445	233	33	.	.	PROPN
easat-7445	233	34	43	43	NUM
easat-7445	233	35	,	,	PUNCT
easat-7445	233	36	no	no	INTJ
easat-7445	233	37	.	.	NOUN
easat-7445	233	38	1	1	NUM
easat-7445	233	39	,	,	PUNCT
easat-7445	233	40	pp	pp	ADJ
easat-7445	233	41	.	.	PUNCT
easat-7445	234	1	54	54	NUM
easat-7445	234	2	-	-	SYM
easat-7445	234	3	67	67	NUM
easat-7445	234	4	,	,	PUNCT
easat-7445	234	5	2025	2025	NUM
easat-7445	234	6	.	.	PUNCT
easat-7445	235	1	https://doi.org/10.1177/09702385241280813	https://doi.org/10.1177/09702385241280813	ADJ
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easat-7445	235	4	https://doi.org/10.5772/intechopen.1005280	https://doi.org/10.5772/intechopen.1005280	NOUN
easat-7445	235	5	https://doi.org/10.70135/seejph.vi.2057	https://doi.org/10.70135/seejph.vi.2057	NOUN
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easat-7445	236	1	https://doi.org/10.54254/2753-8818/36/20240537	https://doi.org/10.54254/2753-8818/36/20240537	ADJ
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easat-7445	236	4	https://doi.org/10.31803/tg-20200706131623	https://doi.org/10.31803/tg-20200706131623	NOUN
easat-7445	236	5	https://doi.org/10.37934/araset.42.1.115129	https://doi.org/10.37934/araset.42.1.115129	VERB
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easat-7445	236	7	https://doi.org/10.1177/17577438221140014	https://doi.org/10.1177/17577438221140014	NOUN
easat-7445	236	8	https://doi.org/10.14416/j.ted.2023.02.003	https://doi.org/10.14416/j.ted.2023.02.003	PROPN
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easat-7445	236	10	https://doi.org/10.31602/piuk.v0i0.15797	https://doi.org/10.31602/piuk.v0i0.15797	PROPN
easat-7445	236	11	https://doi.org/10.1177/09702385241280813	https://doi.org/10.1177/09702385241280813	ADJ
easat-7445	236	12	2247	2247	NUM
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easat-7445	236	14	applied	apply	VERB
easat-7445	236	15	science	science	NOUN
easat-7445	236	16	and	and	CCONJ
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easat-7445	236	18	issn	issn	PROPN
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easat-7445	236	20	2576	2576	NUM
easat-7445	236	21	-	-	SYM
easat-7445	236	22	8484	8484	NUM
easat-7445	236	23	vol	vol	NOUN
easat-7445	236	24	.	.	PROPN
easat-7445	237	1	9	9	NUM
easat-7445	237	2	,	,	PUNCT
easat-7445	237	3	no	no	INTJ
easat-7445	237	4	.	.	NOUN
easat-7445	237	5	5	5	NUM
easat-7445	237	6	:	:	SYM
easat-7445	237	7	2239	2239	NUM
easat-7445	237	8	-	-	SYM
easat-7445	237	9	2247	2247	NUM
easat-7445	237	10	,	,	PUNCT
easat-7445	237	11	2025	2025	NUM
easat-7445	237	12	doi	doi	NOUN
easat-7445	237	13	:	:	PUNCT
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easat-7445	237	18	the	the	DET
easat-7445	237	19	authors	author	NOUN
easat-7445	237	20	;	;	PUNCT
easat-7445	237	21	licensee	licensee	PROPN
easat-7445	237	22	learning	learning	NOUN
easat-7445	237	23	gate	gate	NOUN
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easat-7445	238	2	22	22	NUM
easat-7445	238	3	]	]	X
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easat-7445	238	7	s.	s.	PROPN
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easat-7445	238	9	,	,	PUNCT
easat-7445	238	10	"	"	PUNCT
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easat-7445	238	12	factory	factory	NOUN
easat-7445	238	13	management	management	NOUN
easat-7445	238	14	with	with	ADP
easat-7445	238	15	lean	lean	ADJ
easat-7445	238	16	automation	automation	NOUN
easat-7445	238	17	for	for	ADP
easat-7445	238	18	a	a	DET
easat-7445	238	19	high	high	ADJ
easat-7445	238	20	-	-	PUNCT
easat-7445	238	21	performance	performance	NOUN
easat-7445	238	22	and	and	CCONJ
easat-7445	238	23	sustainable	sustainable	ADJ
easat-7445	238	24	organization	organization	NOUN
easat-7445	238	25	in	in	ADP
easat-7445	238	26	the	the	DET
easat-7445	238	27	food	food	NOUN
easat-7445	238	28	industry	industry	NOUN
easat-7445	238	29	,	,	PUNCT
easat-7445	238	30	"	"	PUNCT
easat-7445	238	31	doctoral	doctoral	ADJ
easat-7445	238	32	dissertation	dissertation	NOUN
easat-7445	238	33	,	,	PUNCT
easat-7445	238	34	silpakorn	silpakorn	VERB
easat-7445	238	35	university	university	NOUN
easat-7445	238	36	,	,	PUNCT
easat-7445	238	37	2022	2022	NUM
easat-7445	238	38	.	.	PUNCT
easat-7445	239	1	[	[	X
easat-7445	239	2	23	23	NUM
easat-7445	239	3	]	]	X
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easat-7445	239	5	suebsuwong	suebsuwong	PROPN
easat-7445	239	6	,	,	PUNCT
easat-7445	239	7	"	"	PUNCT
easat-7445	239	8	horizontal	horizontal	ADJ
easat-7445	239	9	integration	integration	NOUN
easat-7445	239	10	:	:	PUNCT
easat-7445	239	11	a	a	DET
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easat-7445	239	13	perspective	perspective	NOUN
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easat-7445	239	16	predictive	predictive	ADJ
easat-7445	239	17	maintenance	maintenance	NOUN
easat-7445	239	18	for	for	ADP
easat-7445	239	19	aviation	aviation	NOUN
easat-7445	239	20	industry	industry	NOUN
easat-7445	239	21	maintenance	maintenance	NOUN
easat-7445	239	22	,	,	PUNCT
easat-7445	239	23	"	"	PUNCT
easat-7445	239	24	journal	journal	NOUN
easat-7445	239	25	of	of	ADP
easat-7445	239	26	aviation	aviation	NOUN
easat-7445	239	27	industry	industry	NOUN
easat-7445	239	28	management	management	NOUN
easat-7445	239	29	,	,	PUNCT
easat-7445	239	30	vol	vol	NOUN
easat-7445	239	31	.	.	PROPN
easat-7445	239	32	12	12	NUM
easat-7445	239	33	,	,	PUNCT
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easat-7445	239	35	.	.	NOUN
easat-7445	239	36	1	1	NUM
easat-7445	239	37	,	,	PUNCT
easat-7445	239	38	pp	pp	ADJ
easat-7445	239	39	.	.	PUNCT
easat-7445	240	1	45–60	45–60	NUM
easat-7445	240	2	,	,	PUNCT
easat-7445	240	3	2024	2024	NUM
easat-7445	240	4	.	.	PUNCT
easat-7445	241	1	[	[	X
easat-7445	241	2	24	24	NUM
easat-7445	241	3	]	]	X
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easat-7445	241	11	"	"	PUNCT
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easat-7445	241	13	management	management	NOUN
easat-7445	241	14	and	and	CCONJ
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easat-7445	241	16	sharing	sharing	NOUN
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easat-7445	241	24	"	"	PUNCT
easat-7445	241	25	journal	journal	NOUN
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easat-7445	241	28	in	in	ADP
easat-7445	241	29	maintenance	maintenance	NOUN
easat-7445	241	30	engineering	engineering	NOUN
easat-7445	241	31	,	,	PUNCT
easat-7445	241	32	vol	vol	NOUN
easat-7445	241	33	.	.	PROPN
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easat-7445	241	38	4	4	NUM
easat-7445	241	39	,	,	PUNCT
easat-7445	241	40	pp	pp	ADJ
easat-7445	241	41	.	.	PUNCT
easat-7445	241	42	605	605	NUM
easat-7445	241	43	-	-	SYM
easat-7445	241	44	623	623	NUM
easat-7445	241	45	,	,	PUNCT
easat-7445	241	46	2024	2024	NUM
easat-7445	241	47	.	.	PUNCT
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easat-7445	242	26	improving	improve	VERB
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easat-7445	242	28	in	in	ADP
easat-7445	242	29	maintenance	maintenance	NOUN
easat-7445	242	30	planning	planning	NOUN
easat-7445	242	31	and	and	CCONJ
easat-7445	242	32	operations	operation	NOUN
easat-7445	242	33	,	,	PUNCT
easat-7445	242	34	"	"	PUNCT
easat-7445	242	35	presented	present	VERB
easat-7445	242	36	at	at	ADP
easat-7445	242	37	the	the	DET
easat-7445	242	38	phm	phm	PROPN
easat-7445	242	39	society	society	PROPN
easat-7445	242	40	european	european	PROPN
easat-7445	242	41	conference	conference	PROPN
easat-7445	242	42	,	,	PUNCT
easat-7445	242	43	vol	vol	NOUN
easat-7445	242	44	.	.	PROPN
easat-7445	242	45	8	8	NUM
easat-7445	242	46	,	,	PUNCT
easat-7445	242	47	no	no	INTJ
easat-7445	242	48	.	.	NOUN
easat-7445	242	49	1	1	NUM
easat-7445	242	50	,	,	PUNCT
easat-7445	242	51	article	article	NOUN
easat-7445	242	52	12	12	NUM
easat-7445	242	53	,	,	PUNCT
easat-7445	242	54	2024	2024	NUM
easat-7445	242	55	.	.	PUNCT
easat-7445	243	1	https://doi.org/10.36001/phme.2024.v8i1.4098	https://doi.org/10.36001/phme.2024.v8i1.4098	PROPN
easat-7445	243	2	,	,	PUNCT
easat-7445	243	3	2024	2024	NUM
easat-7445	243	4	.	.	PUNCT
easat-7445	244	1	[	[	X
easat-7445	244	2	26	26	NUM
easat-7445	244	3	]	]	X
easat-7445	244	4	j.	j.	PROPN
easat-7445	244	5	m.	m.	PROPN
easat-7445	244	6	hiatt	hiatt	PROPN
easat-7445	244	7	,	,	PUNCT
easat-7445	244	8	adkar	adkar	PROPN
easat-7445	244	9	:	:	PUNCT
easat-7445	244	10	a	a	DET
easat-7445	244	11	model	model	NOUN
easat-7445	244	12	for	for	ADP
easat-7445	244	13	change	change	NOUN
easat-7445	244	14	in	in	ADP
easat-7445	244	15	business	business	NOUN
easat-7445	244	16	,	,	PUNCT
easat-7445	244	17	government	government	NOUN
easat-7445	244	18	and	and	CCONJ
easat-7445	244	19	our	our	PRON
easat-7445	244	20	community	community	NOUN
easat-7445	244	21	.	.	PUNCT
easat-7445	245	1	prosci	prosci	PROPN
easat-7445	245	2	learning	learn	VERB
easat-7445	245	3	center	center	PROPN
easat-7445	245	4	publications	publication	NOUN
easat-7445	245	5	,	,	PUNCT
easat-7445	245	6	2006	2006	NUM
easat-7445	245	7	.	.	PUNCT
easat-7445	246	1	[	[	X
easat-7445	246	2	27	27	NUM
easat-7445	246	3	]	]	X
easat-7445	246	4	s.	s.	PROPN
easat-7445	246	5	singhthanu	singhthanu	PROPN
easat-7445	246	6	,	,	PUNCT
easat-7445	246	7	m.	m.	NOUN
easat-7445	246	8	pipatthakul	pipatthakul	NOUN
easat-7445	246	9	,	,	PUNCT
easat-7445	246	10	and	and	CCONJ
easat-7445	246	11	p.	p.	PROPN
easat-7445	246	12	nasawat	nasawat	PROPN
easat-7445	246	13	,	,	PUNCT
easat-7445	246	14	"	"	PUNCT
easat-7445	246	15	improving	improve	VERB
easat-7445	246	16	machinery	machinery	NOUN
easat-7445	246	17	maintenance	maintenance	NOUN
easat-7445	246	18	to	to	PART
easat-7445	246	19	increase	increase	VERB
easat-7445	246	20	reliability	reliability	NOUN
easat-7445	246	21	:	:	PUNCT
easat-7445	246	22	a	a	DET
easat-7445	246	23	case	case	NOUN
easat-7445	246	24	study	study	NOUN
easat-7445	246	25	of	of	ADP
easat-7445	246	26	a	a	DET
easat-7445	246	27	transformer	transformer	NOUN
easat-7445	246	28	manufacturing	manufacturing	NOUN
easat-7445	246	29	company	company	NOUN
easat-7445	246	30	,	,	PUNCT
easat-7445	246	31	"	"	PUNCT
easat-7445	246	32	journal	journal	NOUN
easat-7445	246	33	of	of	ADP
easat-7445	246	34	advanced	advanced	ADJ
easat-7445	246	35	development	development	NOUN
easat-7445	246	36	in	in	ADP
easat-7445	246	37	engineering	engineering	NOUN
easat-7445	246	38	and	and	CCONJ
easat-7445	246	39	science	science	NOUN
easat-7445	246	40	,	,	PUNCT
easat-7445	246	41	vol	vol	NOUN
easat-7445	246	42	.	.	PROPN
easat-7445	246	43	14	14	NUM
easat-7445	246	44	,	,	PUNCT
easat-7445	246	45	no	no	INTJ
easat-7445	246	46	.	.	NOUN
easat-7445	246	47	40	40	NUM
easat-7445	246	48	,	,	PUNCT
easat-7445	246	49	pp	pp	ADJ
easat-7445	246	50	.	.	PUNCT
easat-7445	247	1	53–68	53–68	NUM
easat-7445	247	2	,	,	PUNCT
easat-7445	247	3	2024	2024	NUM
easat-7445	247	4	.	.	PUNCT
easat-7445	248	1	[	[	X
easat-7445	248	2	28	28	NUM
easat-7445	248	3	]	]	X
easat-7445	248	4	v.	v.	PROPN
easat-7445	248	5	v.	v.	CCONJ
easat-7445	248	6	monov	monov	PROPN
easat-7445	248	7	,	,	PUNCT
easat-7445	248	8	m.	m.	NOUN
easat-7445	248	9	hadjiski	hadjiski	PROPN
easat-7445	248	10	,	,	PUNCT
easat-7445	248	11	l.	l.	PROPN
easat-7445	248	12	a.	a.	PROPN
easat-7445	248	13	doukovska	doukovska	PROPN
easat-7445	248	14	,	,	PUNCT
easat-7445	248	15	s.	s.	PROPN
easat-7445	248	16	l.	l.	PROPN
easat-7445	248	17	kojnov	kojnov	PROPN
easat-7445	248	18	,	,	PUNCT
easat-7445	248	19	and	and	CCONJ
easat-7445	249	1	v.	v.	ADP
easat-7445	249	2	g.	g.	PROPN
easat-7445	249	3	nikov	nikov	PROPN
easat-7445	249	4	,	,	PUNCT
easat-7445	249	5	"	"	PUNCT
easat-7445	249	6	significance	significance	NOUN
easat-7445	249	7	of	of	ADP
easat-7445	249	8	the	the	DET
easat-7445	249	9	predictive	predictive	ADJ
easat-7445	249	10	maintenance	maintenance	NOUN
easat-7445	249	11	strategies	strategy	NOUN
easat-7445	249	12	for	for	ADP
easat-7445	249	13	smes	sme	NOUN
easat-7445	249	14	,	,	PUNCT
easat-7445	249	15	"	"	PUNCT
easat-7445	249	16	presented	present	VERB
easat-7445	249	17	at	at	ADP
easat-7445	249	18	the	the	DET
easat-7445	249	19	in	in	ADP
easat-7445	249	20	fourth	fourth	ADJ
easat-7445	249	21	international	international	ADJ
easat-7445	249	22	symposium	symposium	NOUN
easat-7445	249	23	on	on	ADP
easat-7445	249	24	business	business	NOUN
easat-7445	249	25	modeling	modeling	NOUN
easat-7445	249	26	and	and	CCONJ
easat-7445	249	27	software	software	NOUN
easat-7445	249	28	design	design	NOUN
easat-7445	249	29	(	(	PUNCT
easat-7445	249	30	vol	vol	NOUN
easat-7445	249	31	.	.	NOUN
easat-7445	250	1	1	1	NUM
easat-7445	250	2	,	,	PUNCT
easat-7445	250	3	pp	pp	ADJ
easat-7445	250	4	.	.	PUNCT
easat-7445	251	1	276	276	NUM
easat-7445	251	2	-	-	SYM
easat-7445	251	3	281	281	NUM
easat-7445	251	4	)	)	PUNCT
easat-7445	251	5	.	.	PUNCT
easat-7445	252	1	scitepress	scitepress	NOUN
easat-7445	252	2	,	,	PUNCT
easat-7445	252	3	2014	2014	NUM
easat-7445	252	4	.	.	PUNCT
easat-7445	253	1	[	[	X
easat-7445	253	2	29	29	NUM
easat-7445	253	3	]	]	X
easat-7445	253	4	w.	w.	PROPN
easat-7445	253	5	thongsai	thongsai	PROPN
easat-7445	253	6	,	,	PUNCT
easat-7445	253	7	s.	s.	PROPN
easat-7445	253	8	rakkaran	rakkaran	PROPN
easat-7445	253	9	,	,	PUNCT
easat-7445	253	10	and	and	CCONJ
easat-7445	253	11	p.	p.	PROPN
easat-7445	253	12	sriwichian	sriwichian	NOUN
easat-7445	253	13	,	,	PUNCT
easat-7445	253	14	"	"	PUNCT
easat-7445	253	15	maintenance	maintenance	NOUN
easat-7445	253	16	to	to	PART
easat-7445	253	17	increase	increase	VERB
easat-7445	253	18	efficiency	efficiency	NOUN
easat-7445	253	19	of	of	ADP
easat-7445	253	20	automotive	automotive	ADJ
easat-7445	253	21	wiring	wiring	NOUN
easat-7445	253	22	harness	harness	NOUN
easat-7445	253	23	production	production	NOUN
easat-7445	253	24	line	line	NOUN
easat-7445	253	25	,	,	PUNCT
easat-7445	253	26	"	"	PUNCT
easat-7445	253	27	sukhothai	sukhothai	PROPN
easat-7445	253	28	thammathirat	thammathirat	PROPN
easat-7445	253	29	open	open	PROPN
easat-7445	253	30	university	university	PROPN
easat-7445	253	31	science	science	NOUN
easat-7445	253	32	and	and	CCONJ
easat-7445	253	33	technology	technology	NOUN
easat-7445	253	34	journal	journal	NOUN
easat-7445	253	35	,	,	PUNCT
easat-7445	253	36	vol	vol	NOUN
easat-7445	253	37	.	.	PROPN
easat-7445	253	38	2	2	NUM
easat-7445	253	39	,	,	PUNCT
easat-7445	253	40	no	no	INTJ
easat-7445	253	41	.	.	NOUN
easat-7445	253	42	1	1	NUM
easat-7445	253	43	,	,	PUNCT
easat-7445	253	44	pp	pp	ADJ
easat-7445	253	45	.	.	PUNCT
easat-7445	254	1	65–80	65–80	NUM
easat-7445	254	2	,	,	PUNCT
easat-7445	254	3	2022	2022	NUM
easat-7445	254	4	.	.	PUNCT
easat-7445	255	1	[	[	X
easat-7445	255	2	30	30	NUM
easat-7445	255	3	]	]	PUNCT
easat-7445	255	4	p.	p.	NOUN
easat-7445	255	5	khemmook	khemmook	NOUN
easat-7445	255	6	,	,	PUNCT
easat-7445	255	7	b.	b.	PROPN
easat-7445	255	8	songsaksri	songsaksri	ADJ
easat-7445	255	9	,	,	PUNCT
easat-7445	255	10	and	and	CCONJ
easat-7445	255	11	s.	s.	PROPN
easat-7445	255	12	thongsuk	thongsuk	PROPN
easat-7445	255	13	,	,	PUNCT
easat-7445	255	14	"	"	PUNCT
easat-7445	255	15	a	a	DET
easat-7445	255	16	study	study	NOUN
easat-7445	255	17	on	on	ADP
easat-7445	255	18	preventive	preventive	ADJ
easat-7445	255	19	maintenance	maintenance	NOUN
easat-7445	255	20	of	of	ADP
easat-7445	255	21	the	the	DET
easat-7445	255	22	main	main	ADJ
easat-7445	255	23	distribution	distribution	NOUN
easat-7445	255	24	board	board	NOUN
easat-7445	255	25	in	in	ADP
easat-7445	255	26	an	an	DET
easat-7445	255	27	industrial	industrial	ADJ
easat-7445	255	28	factory	factory	NOUN
easat-7445	255	29	:	:	PUNCT
easat-7445	255	30	a	a	DET
easat-7445	255	31	study	study	NOUN
easat-7445	255	32	on	on	ADP
easat-7445	255	33	preventive	preventive	ADJ
easat-7445	255	34	maintenance	maintenance	NOUN
easat-7445	255	35	of	of	ADP
easat-7445	255	36	the	the	DET
easat-7445	255	37	main	main	ADJ
easat-7445	255	38	distribution	distribution	NOUN
easat-7445	255	39	board	board	NOUN
easat-7445	255	40	in	in	ADP
easat-7445	255	41	an	an	DET
easat-7445	255	42	industrial	industrial	ADJ
easat-7445	255	43	factory	factory	NOUN
easat-7445	255	44	,	,	PUNCT
easat-7445	255	45	"	"	PUNCT
easat-7445	255	46	journal	journal	NOUN
easat-7445	255	47	of	of	ADP
easat-7445	255	48	industrial	industrial	ADJ
easat-7445	255	49	technology	technology	NOUN
easat-7445	255	50	and	and	CCONJ
easat-7445	255	51	innovation	innovation	NOUN
easat-7445	255	52	,	,	PUNCT
easat-7445	255	53	vol	vol	NOUN
easat-7445	255	54	.	.	PROPN
easat-7445	256	1	2	2	NUM
easat-7445	256	2	,	,	PUNCT
easat-7445	256	3	no	no	INTJ
easat-7445	256	4	.	.	NOUN
easat-7445	256	5	1	1	NUM
easat-7445	256	6	,	,	PUNCT
easat-7445	256	7	pp	pp	ADJ
easat-7445	256	8	.	.	PUNCT
easat-7445	257	1	247066	247066	NUM
easat-7445	257	2	-	-	SYM
easat-7445	257	3	247066	247066	NUM
easat-7445	257	4	,	,	PUNCT
easat-7445	257	5	2023	2023	NUM
easat-7445	257	6	.	.	PUNCT
easat-7445	258	1	https://doi.org/10.55674/snrujiti.v2i1.247066	https://doi.org/10.55674/snrujiti.v2i1.247066	PRON
easat-7445	259	1	[	[	X
easat-7445	259	2	31	31	NUM
easat-7445	259	3	]	]	X
easat-7445	259	4	n.	n.	PROPN
easat-7445	259	5	mohamed	mohamed	PROPN
easat-7445	259	6	and	and	CCONJ
easat-7445	259	7	j.	j.	PROPN
easat-7445	259	8	al	al	PROPN
easat-7445	259	9	-	-	PUNCT
easat-7445	259	10	jaroodi	jaroodi	PROPN
easat-7445	259	11	,	,	PUNCT
easat-7445	259	12	"	"	PUNCT
easat-7445	259	13	predictive	predictive	ADJ
easat-7445	259	14	analytics	analytic	NOUN
easat-7445	259	15	for	for	ADP
easat-7445	259	16	digital	digital	ADJ
easat-7445	259	17	twins	twin	NOUN
easat-7445	259	18	:	:	PUNCT
easat-7445	259	19	the	the	DET
easat-7445	259	20	concept	concept	NOUN
easat-7445	259	21	and	and	CCONJ
easat-7445	259	22	systems	system	NOUN
easat-7445	259	23	applications	application	NOUN
easat-7445	259	24	,	,	PUNCT
easat-7445	259	25	"	"	PUNCT
easat-7445	259	26	presented	present	VERB
easat-7445	259	27	at	at	ADP
easat-7445	259	28	the	the	PRON
easat-7445	259	29	in	in	ADP
easat-7445	259	30	2024	2024	NUM
easat-7445	259	31	7th	7th	ADJ
easat-7445	259	32	international	international	ADJ
easat-7445	259	33	conference	conference	NOUN
easat-7445	259	34	on	on	ADP
easat-7445	259	35	information	information	NOUN
easat-7445	259	36	and	and	CCONJ
easat-7445	259	37	computer	computer	NOUN
easat-7445	259	38	technologies	technology	NOUN
easat-7445	259	39	(	(	PUNCT
easat-7445	259	40	icict	icict	NOUN
easat-7445	259	41	)	)	PUNCT
easat-7445	259	42	(	(	PUNCT
easat-7445	259	43	pp	pp	ADP
easat-7445	259	44	.	.	PUNCT
easat-7445	259	45	389393	389393	NUM
easat-7445	259	46	)	)	PUNCT
easat-7445	259	47	.	.	PUNCT
easat-7445	260	1	ieee	ieee	NOUN
easat-7445	260	2	,	,	PUNCT
easat-7445	260	3	2022	2022	NUM
easat-7445	260	4	.	.	PUNCT
easat-7445	261	1	[	[	X
easat-7445	261	2	32	32	NUM
easat-7445	261	3	]	]	PUNCT
easat-7445	261	4	t.	t.	NOUN
easat-7445	261	5	nguyen	nguyen	NOUN
easat-7445	261	6	,	,	PUNCT
easat-7445	261	7	t.	t.	PROPN
easat-7445	261	8	sipola	sipola	PROPN
easat-7445	261	9	,	,	PUNCT
easat-7445	261	10	and	and	CCONJ
easat-7445	261	11	j.	j.	PROPN
easat-7445	261	12	hautamäki	hautamäki	PROPN
easat-7445	261	13	,	,	PUNCT
easat-7445	261	14	"	"	PUNCT
easat-7445	261	15	machine	machine	NOUN
easat-7445	261	16	learning	learn	VERB
easat-7445	261	17	applications	application	NOUN
easat-7445	261	18	of	of	ADP
easat-7445	261	19	quantum	quantum	NOUN
easat-7445	261	20	computing	computing	NOUN
easat-7445	261	21	:	:	PUNCT
easat-7445	261	22	a	a	DET
easat-7445	261	23	review	review	NOUN
easat-7445	261	24	,	,	PUNCT
easat-7445	261	25	"	"	PUNCT
easat-7445	261	26	in	in	ADP
easat-7445	261	27	proceedings	proceeding	NOUN
easat-7445	261	28	of	of	ADP
easat-7445	261	29	the	the	DET
easat-7445	261	30	european	european	PROPN
easat-7445	261	31	conference	conference	PROPN
easat-7445	261	32	on	on	ADP
easat-7445	261	33	information	information	NOUN
easat-7445	261	34	warfare	warfare	NOUN
easat-7445	261	35	and	and	CCONJ
easat-7445	261	36	security	security	NOUN
easat-7445	261	37	,	,	PUNCT
easat-7445	261	38	vol	vol	NOUN
easat-7445	261	39	.	.	PROPN
easat-7445	261	40	23	23	NUM
easat-7445	261	41	,	,	PUNCT
easat-7445	261	42	no	no	INTJ
easat-7445	261	43	.	.	NOUN
easat-7445	261	44	1	1	NUM
easat-7445	261	45	,	,	PUNCT
easat-7445	261	46	pp	pp	ADJ
easat-7445	261	47	.	.	PUNCT
easat-7445	262	1	322–330	322–330	NUM
easat-7445	262	2	,	,	PUNCT
easat-7445	262	3	2024	2024	NUM
easat-7445	262	4	.	.	PUNCT
easat-7445	263	1	https://doi.org/10.34190/eccws.23.1.2258	https://doi.org/10.34190/eccws.23.1.2258	PROPN
easat-7445	263	2	,	,	PUNCT
easat-7445	263	3	2024	2024	NUM
easat-7445	263	4	.	.	PUNCT
easat-7445	264	1	[	[	X
easat-7445	264	2	33	33	NUM
easat-7445	264	3	]	]	PUNCT
easat-7445	264	4	j.	j.	PROPN
easat-7445	264	5	liao	liao	PROPN
easat-7445	264	6	and	and	CCONJ
easat-7445	264	7	g.	g.	PROPN
easat-7445	264	8	m.	m.	PROPN
easat-7445	264	9	l.	l.	PROPN
easat-7445	264	10	sarnè	sarnè	PROPN
easat-7445	264	11	,	,	PUNCT
easat-7445	264	12	"	"	PUNCT
easat-7445	264	13	internet	internet	NOUN
easat-7445	264	14	of	of	ADP
easat-7445	264	15	things	thing	NOUN
easat-7445	264	16	data	datum	NOUN
easat-7445	264	17	processing	processing	NOUN
easat-7445	264	18	and	and	CCONJ
easat-7445	264	19	analysis	analysis	NOUN
easat-7445	264	20	based	base	VERB
easat-7445	264	21	on	on	ADP
easat-7445	264	22	edge	edge	NOUN
easat-7445	264	23	computing	computing	NOUN
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easat-7445	264	25	"	"	PUNCT
easat-7445	264	26	in	in	ADP
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easat-7445	264	28	of	of	ADP
easat-7445	264	29	the	the	DET
easat-7445	264	30	2nd	2nd	ADJ
easat-7445	264	31	international	international	ADJ
easat-7445	264	32	conference	conference	NOUN
easat-7445	264	33	on	on	ADP
easat-7445	264	34	data	datum	NOUN
easat-7445	264	35	science	science	NOUN
easat-7445	264	36	and	and	CCONJ
easat-7445	264	37	information	information	NOUN
easat-7445	264	38	system	system	NOUN
easat-7445	264	39	(	(	PUNCT
easat-7445	264	40	icdsis	icdsis	NOUN
easat-7445	264	41	)	)	PUNCT
easat-7445	264	42	,	,	PUNCT
easat-7445	264	43	2024	2024	NUM
easat-7445	264	44	.	.	PUNCT
easat-7445	264	45	https://doi.org/10.1109/icdsis61070.2024.10594573	https://doi.org/10.1109/icdsis61070.2024.10594573	NOUN
easat-7445	264	46	,	,	PUNCT
easat-7445	264	47	2024	2024	NUM
easat-7445	264	48	.	.	PUNCT
easat-7445	265	1	[	[	X
easat-7445	265	2	34	34	NUM
easat-7445	265	3	]	]	X
easat-7445	265	4	p.	p.	NOUN
easat-7445	265	5	yesankar	yesankar	PROPN
easat-7445	265	6	,	,	PUNCT
easat-7445	265	7	p.	p.	PROPN
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easat-7445	265	10	,	,	PUNCT
easat-7445	265	11	p.	p.	PROPN
easat-7445	265	12	gote	gote	PROPN
easat-7445	265	13	,	,	PUNCT
easat-7445	265	14	m.	m.	NOUN
easat-7445	265	15	m.	m.	PROPN
easat-7445	265	16	jiet	jiet	PROPN
easat-7445	265	17	,	,	PUNCT
easat-7445	265	18	and	and	CCONJ
easat-7445	265	19	a.	a.	NOUN
easat-7445	265	20	gadkari	gadkari	PROPN
easat-7445	265	21	,	,	PUNCT
easat-7445	265	22	"	"	PUNCT
easat-7445	265	23	the	the	DET
easat-7445	265	24	impact	impact	NOUN
easat-7445	265	25	of	of	ADP
easat-7445	265	26	5	5	NUM
easat-7445	265	27	g	g	NOUN
easat-7445	265	28	technology	technology	NOUN
easat-7445	265	29	on	on	ADP
easat-7445	265	30	the	the	DET
easat-7445	265	31	functionality	functionality	NOUN
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easat-7445	265	33	performance	performance	NOUN
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easat-7445	265	37	things	thing	NOUN
easat-7445	265	38	(	(	PUNCT
easat-7445	265	39	iot	iot	NOUN
easat-7445	265	40	)	)	PUNCT
easat-7445	265	41	devices	device	NOUN
easat-7445	265	42	,	,	PUNCT
easat-7445	265	43	"	"	PUNCT
easat-7445	265	44	in	in	ADP
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easat-7445	265	46	of	of	ADP
easat-7445	265	47	the	the	DET
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easat-7445	265	50	conference	conference	NOUN
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easat-7445	265	54	iot	iot	PROPN
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easat-7445	265	59	,	,	PUNCT
easat-7445	265	60	analytics	analytic	NOUN
easat-7445	265	61	and	and	CCONJ
easat-7445	265	62	cloud	cloud	NOUN
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easat-7445	265	64	(	(	PUNCT
easat-7445	265	65	i	i	PROPN
easat-7445	265	66	-	-	PUNCT
easat-7445	265	67	smac	smac	PROPN
easat-7445	265	68	)	)	PUNCT
easat-7445	265	69	,	,	PUNCT
easat-7445	265	70	pp	pp	ADP
easat-7445	265	71	.	.	PUNCT
easat-7445	266	1	230–235	230–235	NUM
easat-7445	266	2	,	,	PUNCT
easat-7445	266	3	2024	2024	NUM
easat-7445	266	4	.	.	PUNCT
easat-7445	267	1	https://doi.org/10.1109/ismac61858.2024.10714695	https://doi.org/10.1109/ismac61858.2024.10714695	NUM
easat-7445	267	2	2024	2024	NUM
easat-7445	267	3	.	.	PUNCT
easat-7445	268	1	[	[	X
easat-7445	268	2	35	35	NUM
easat-7445	268	3	]	]	PUNCT
easat-7445	268	4	a.	a.	NOUN
easat-7445	268	5	tseng	tseng	PROPN
easat-7445	268	6	and	and	CCONJ
easat-7445	268	7	s.	s.	PROPN
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easat-7445	268	9	,	,	PUNCT
easat-7445	268	10	"	"	PUNCT
easat-7445	268	11	intelligent	intelligent	ADJ
easat-7445	268	12	magnetic	magnetic	ADJ
easat-7445	268	13	inspection	inspection	NOUN
easat-7445	268	14	robot	robot	NOUN
easat-7445	268	15	for	for	ADP
easat-7445	268	16	enhanced	enhanced	ADJ
easat-7445	268	17	structural	structural	ADJ
easat-7445	268	18	health	health	NOUN
easat-7445	268	19	monitoring	monitoring	NOUN
easat-7445	268	20	of	of	ADP
easat-7445	268	21	ferromagnetic	ferromagnetic	ADJ
easat-7445	268	22	infrastructure	infrastructure	NOUN
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easat-7445	268	24	"	"	PUNCT
easat-7445	268	25	arxiv	arxiv	PROPN
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easat-7445	268	28	,	,	PUNCT
easat-7445	268	29	pp	pp	ADJ
easat-7445	268	30	.	.	PUNCT
easat-7445	269	1	1	1	NUM
easat-7445	269	2	-	-	SYM
easat-7445	269	3	10	10	NUM
easat-7445	269	4	,	,	PUNCT
easat-7445	269	5	2024	2024	NUM
easat-7445	269	6	.	.	PUNCT
easat-7445	270	1	https://doi.org/10.48550/arxiv.2411.02651	https://doi.org/10.48550/arxiv.2411.02651	PROPN
easat-7445	270	2	[	[	X
easat-7445	270	3	36	36	NUM
easat-7445	270	4	]	]	PUNCT
easat-7445	270	5	f.	f.	PROPN
easat-7445	270	6	a.	a.	PROPN
easat-7445	270	7	al	al	PROPN
easat-7445	270	8	-	-	PUNCT
easat-7445	270	9	zahrani	zahrani	PROPN
easat-7445	270	10	,	,	PUNCT
easat-7445	270	11	"	"	PUNCT
easat-7445	270	12	subscription	subscription	NOUN
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easat-7445	270	14	based	base	VERB
easat-7445	270	15	data	data	NOUN
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easat-7445	270	20	blockchain	blockchain	PROPN
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easat-7445	270	22	data	datum	NOUN
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easat-7445	270	25	service	service	NOUN
easat-7445	270	26	,	,	PUNCT
easat-7445	270	27	"	"	PUNCT
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easat-7445	271	1	115966	115966	NUM
easat-7445	271	2	-	-	SYM
easat-7445	271	3	115981	115981	NUM
easat-7445	271	4	,	,	PUNCT
easat-7445	271	5	2020	2020	NUM
easat-7445	271	6	.	.	PUNCT
easat-7445	272	1	https://doi.org/10.1109/access.2020.3002823	https://doi.org/10.1109/access.2020.3002823	PROPN
easat-7445	272	2	[	[	X
easat-7445	272	3	37	37	NUM
easat-7445	272	4	]	]	PUNCT
easat-7445	272	5	a.	a.	NOUN
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easat-7445	272	7	,	,	PUNCT
easat-7445	272	8	s.	s.	PROPN
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easat-7445	272	10	,	,	PUNCT
easat-7445	272	11	t.	t.	PROPN
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easat-7445	272	17	,	,	PUNCT
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easat-7445	272	24	:	:	PUNCT
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easat-7445	272	30	implementing	implement	VERB
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easat-7445	272	33	in	in	ADP
easat-7445	272	34	smes	sme	NOUN
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easat-7445	272	36	pp	pp	ADP
easat-7445	272	37	.	.	PUNCT
easat-7445	273	1	393	393	NUM
easat-7445	273	2	-	-	SYM
easat-7445	273	3	422	422	NUM
easat-7445	273	4	,	,	PUNCT
easat-7445	273	5	2021	2021	NUM
easat-7445	273	6	.	.	PUNCT
easat-7445	274	1	https://doi.org/10.1007/978-3-030-70516-9_12	https://doi.org/10.1007/978-3-030-70516-9_12	X
easat-7445	275	1	[	[	X
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easat-7445	275	3	]	]	PUNCT
easat-7445	275	4	s.	s.	PROPN
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easat-7445	275	15	y.	y.	PROPN
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easat-7445	275	39	,	,	PUNCT
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easat-7445	275	42	5	5	NUM
easat-7445	275	43	,	,	PUNCT
easat-7445	275	44	pp	pp	PROPN
easat-7445	275	45	.	.	PUNCT
easat-7445	275	46	85–97	85–97	NUM
easat-7445	275	47	,	,	PUNCT
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easat-7445	276	1	[	[	X
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easat-7445	276	3	]	]	PUNCT
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easat-7445	276	11	s.	s.	PROPN
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easat-7445	276	38	presented	present	VERB
easat-7445	276	39	at	at	ADP
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easat-7445	276	41	in	in	ADP
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easat-7445	277	2	-	-	SYM
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easat-7445	279	29	presented	present	VERB
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easat-7445	280	2	,	,	PUNCT
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easat-7445	280	5	.	.	PROPN
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easat-7445	280	7	,	,	PUNCT
easat-7445	280	8	2024	2024	NUM
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easat-7445	281	1	https://doi.org/10.1051/matecconf/202440108001	https://doi.org/10.1051/matecconf/202440108001	NOUN
easat-7445	281	2	,	,	PUNCT
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easat-7445	281	4	.	.	PUNCT
easat-7445	282	1	[	[	X
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easat-7445	282	9	c.	c.	PROPN
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easat-7445	282	45	.	.	NOUN
easat-7445	282	46	1	1	NUM
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easat-7445	283	2	-	-	SYM
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easat-7445	284	18	multidisciplinar	multidisciplinar	PROPN
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easat-7445	284	29	,	,	PUNCT
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easat-7445	284	31	.	.	PUNCT
easat-7445	285	1	1	1	NUM
easat-7445	285	2	-	-	SYM
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easat-7445	285	4	,	,	PUNCT
easat-7445	285	5	2021	2021	NUM
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easat-7445	288	2	,	,	PUNCT
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easat-7445	288	4	.	.	NOUN
easat-7445	288	5	2	2	NUM
easat-7445	288	6	,	,	PUNCT
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easat-7445	289	1	148	148	NUM
easat-7445	289	2	-	-	SYM
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easat-7445	289	4	,	,	PUNCT
easat-7445	289	5	2023	2023	NUM
easat-7445	289	6	.	.	PUNCT
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