id	sid	tid	token	lemma	pos
ajema-8288	1	1	53	53	NUM
ajema-8288	1	2	journal	journal	NOUN
ajema-8288	1	3	of	of	ADP
ajema-8288	1	4	engineering	engineering	NOUN
ajema-8288	1	5	,	,	PUNCT
ajema-8288	1	6	mechanics	mechanic	NOUN
ajema-8288	1	7	and	and	CCONJ
ajema-8288	1	8	architecture	architecture	NOUN
ajema-8288	1	9	www	www	NOUN
ajema-8288	1	10	.	.	PUNCT
ajema-8288	2	1	grnjournal.us	grnjournal.us	PROPN
ajema-8288	2	2	american	american	PROPN
ajema-8288	2	3	journal	journal	PROPN
ajema-8288	2	4	of	of	ADP
ajema-8288	2	5	engineering	engineering	NOUN
ajema-8288	2	6	,	,	PUNCT
ajema-8288	2	7	mechanics	mechanic	NOUN
ajema-8288	2	8	and	and	CCONJ
ajema-8288	2	9	architecture	architecture	NOUN
ajema-8288	2	10	volume	volume	NOUN
ajema-8288	2	11	3	3	NUM
ajema-8288	2	12	,	,	PUNCT
ajema-8288	2	13	issue	issue	NOUN
ajema-8288	2	14	8	8	NUM
ajema-8288	2	15	,	,	PUNCT
ajema-8288	2	16	2025	2025	NUM
ajema-8288	2	17	issn	issn	X
ajema-8288	2	18	(	(	PUNCT
ajema-8288	2	19	e	e	NOUN
ajema-8288	2	20	):	):	PUNCT
ajema-8288	2	21	2993	2993	NUM
ajema-8288	2	22	-	-	SYM
ajema-8288	2	23	2637	2637	NUM
ajema-8288	2	24	ai	ai	NOUN
ajema-8288	2	25	-	-	PUNCT
ajema-8288	2	26	based	base	VERB
ajema-8288	2	27	decision	decision	NOUN
ajema-8288	2	28	systems	system	NOUN
ajema-8288	2	29	and	and	CCONJ
ajema-8288	2	30	electrical	electrical	ADJ
ajema-8288	2	31	machine	machine	NOUN
ajema-8288	2	32	automation	automation	NOUN
ajema-8288	2	33	for	for	ADP
ajema-8288	2	34	enhanced	enhanced	ADJ
ajema-8288	2	35	supply	supply	NOUN
ajema-8288	2	36	chain	chain	NOUN
ajema-8288	2	37	performance	performance	NOUN
ajema-8288	2	38	in	in	ADP
ajema-8288	2	39	manufacturing	manufacture	VERB
ajema-8288	2	40	k	k	PROPN
ajema-8288	2	41	m	m	PROPN
ajema-8288	2	42	zubair	zubair	PROPN
ajema-8288	2	43	master	master	PROPN
ajema-8288	2	44	of	of	ADP
ajema-8288	2	45	science	science	NOUN
ajema-8288	2	46	in	in	ADP
ajema-8288	2	47	computer	computer	NOUN
ajema-8288	2	48	science	science	NOUN
ajema-8288	2	49	,	,	PUNCT
ajema-8288	2	50	san	san	PROPN
ajema-8288	2	51	francisco	francisco	PROPN
ajema-8288	2	52	bay	bay	PROPN
ajema-8288	2	53	university	university	PROPN
ajema-8288	2	54	,	,	PUNCT
ajema-8288	2	55	usa	usa	PROPN
ajema-8288	2	56	akhtaruzzaman	akhtaruzzaman	PROPN
ajema-8288	2	57	khan	khan	PROPN
ajema-8288	2	58	masters	master	NOUN
ajema-8288	2	59	of	of	ADP
ajema-8288	2	60	science	science	NOUN
ajema-8288	2	61	in	in	ADP
ajema-8288	2	62	computer	computer	NOUN
ajema-8288	2	63	science	science	NOUN
ajema-8288	2	64	,	,	PUNCT
ajema-8288	2	65	san	san	PROPN
ajema-8288	2	66	francisco	francisco	PROPN
ajema-8288	2	67	bay	bay	PROPN
ajema-8288	2	68	university	university	PROPN
ajema-8288	2	69	,	,	PUNCT
ajema-8288	2	70	usa	usa	PROPN
ajema-8288	2	71	dil	dil	PROPN
ajema-8288	2	72	tabassum	tabassum	PROPN
ajema-8288	2	73	subha	subha	PROPN
ajema-8288	2	74	master	master	PROPN
ajema-8288	2	75	of	of	ADP
ajema-8288	2	76	science	science	NOUN
ajema-8288	2	77	in	in	ADP
ajema-8288	2	78	business	business	NOUN
ajema-8288	2	79	analytics	analytic	NOUN
ajema-8288	2	80	,	,	PUNCT
ajema-8288	2	81	grand	grand	ADJ
ajema-8288	2	82	canyon	canyon	NOUN
ajema-8288	2	83	university	university	PROPN
ajema-8288	2	84	abstract	abstract	NOUN
ajema-8288	2	85	:	:	PUNCT
ajema-8288	2	86	supply	supply	NOUN
ajema-8288	2	87	chain	chain	NOUN
ajema-8288	2	88	management	management	NOUN
ajema-8288	2	89	of	of	ADP
ajema-8288	2	90	manufacturing	manufacturing	NOUN
ajema-8288	2	91	industries	industry	NOUN
ajema-8288	2	92	underwent	undergo	VERB
ajema-8288	2	93	a	a	DET
ajema-8288	2	94	fundamental	fundamental	ADJ
ajema-8288	2	95	change	change	NOUN
ajema-8288	2	96	through	through	ADP
ajema-8288	2	97	rapid	rapid	ADJ
ajema-8288	2	98	advancements	advancement	NOUN
ajema-8288	2	99	in	in	ADP
ajema-8288	2	100	electrical	electrical	ADJ
ajema-8288	2	101	machine	machine	NOUN
ajema-8288	2	102	automation	automation	NOUN
ajema-8288	2	103	which	which	PRON
ajema-8288	2	104	boosted	boost	VERB
ajema-8288	2	105	operational	operational	ADJ
ajema-8288	2	106	efficiency	efficiency	NOUN
ajema-8288	2	107	and	and	CCONJ
ajema-8288	2	108	led	lead	VERB
ajema-8288	2	109	to	to	PART
ajema-8288	2	110	cost	cost	NOUN
ajema-8288	2	111	reduction	reduction	NOUN
ajema-8288	2	112	and	and	CCONJ
ajema-8288	2	113	better	well	ADJ
ajema-8288	2	114	decision	decision	NOUN
ajema-8288	2	115	making	making	NOUN
ajema-8288	2	116	.	.	PUNCT
ajema-8288	3	1	a	a	DET
ajema-8288	3	2	study	study	NOUN
ajema-8288	3	3	analyzes	analyze	VERB
ajema-8288	3	4	how	how	SCONJ
ajema-8288	3	5	automation	automation	NOUN
ajema-8288	3	6	capabilities	capability	NOUN
ajema-8288	3	7	which	which	PRON
ajema-8288	3	8	consist	consist	VERB
ajema-8288	3	9	of	of	ADP
ajema-8288	3	10	artificial	artificial	ADJ
ajema-8288	3	11	intelligence	intelligence	NOUN
ajema-8288	3	12	,	,	PUNCT
ajema-8288	3	13	robotics	robotic	NOUN
ajema-8288	3	14	along	along	ADP
ajema-8288	3	15	with	with	ADP
ajema-8288	3	16	internet	internet	NOUN
ajema-8288	3	17	of	of	ADP
ajema-8288	3	18	things	thing	NOUN
ajema-8288	3	19	technologies	technology	NOUN
ajema-8288	3	20	work	work	VERB
ajema-8288	3	21	to	to	PART
ajema-8288	3	22	enhance	enhance	VERB
ajema-8288	3	23	supply	supply	NOUN
ajema-8288	3	24	chain	chain	NOUN
ajema-8288	3	25	optimization	optimization	NOUN
ajema-8288	3	26	.	.	PUNCT
ajema-8288	4	1	automated	automate	VERB
ajema-8288	4	2	system	system	NOUN
ajema-8288	4	3	evaluation	evaluation	NOUN
ajema-8288	4	4	uses	use	VERB
ajema-8288	4	5	fuzzy	fuzzy	ADV
ajema-8288	4	6	-	-	PUNCT
ajema-8288	4	7	based	base	VERB
ajema-8288	4	8	smart	smart	ADJ
ajema-8288	4	9	manufacturing	manufacturing	NOUN
ajema-8288	4	10	dataset	dataset	NOUN
ajema-8288	4	11	along	along	ADP
ajema-8288	4	12	with	with	ADP
ajema-8288	4	13	intelligent	intelligent	ADJ
ajema-8288	4	14	manufacturing	manufacturing	NOUN
ajema-8288	4	15	dataset	dataset	NOUN
ajema-8288	4	16	for	for	ADP
ajema-8288	4	17	predictive	predictive	ADJ
ajema-8288	4	18	optimization	optimization	NOUN
ajema-8288	4	19	to	to	PART
ajema-8288	4	20	demonstrate	demonstrate	VERB
ajema-8288	4	21	their	their	PRON
ajema-8288	4	22	ability	ability	NOUN
ajema-8288	4	23	in	in	ADP
ajema-8288	4	24	lowering	lower	VERB
ajema-8288	4	25	operational	operational	ADJ
ajema-8288	4	26	interruptions	interruption	NOUN
ajema-8288	4	27	while	while	SCONJ
ajema-8288	4	28	improving	improve	VERB
ajema-8288	4	29	output	output	NOUN
ajema-8288	4	30	precision	precision	NOUN
ajema-8288	4	31	and	and	CCONJ
ajema-8288	4	32	optimizing	optimize	VERB
ajema-8288	4	33	stock	stock	NOUN
ajema-8288	4	34	control	control	NOUN
ajema-8288	4	35	systems	system	NOUN
ajema-8288	4	36	.	.	PUNCT
ajema-8288	5	1	the	the	DET
ajema-8288	5	2	combination	combination	NOUN
ajema-8288	5	3	of	of	ADP
ajema-8288	5	4	predictive	predictive	ADJ
ajema-8288	5	5	maintenance	maintenance	NOUN
ajema-8288	5	6	together	together	ADV
ajema-8288	5	7	with	with	ADP
ajema-8288	5	8	real	real	ADJ
ajema-8288	5	9	-	-	PUNCT
ajema-8288	5	10	time	time	NOUN
ajema-8288	5	11	data	datum	NOUN
ajema-8288	5	12	analytics	analytic	NOUN
ajema-8288	5	13	and	and	CCONJ
ajema-8288	5	14	just	just	ADV
ajema-8288	5	15	-	-	PUNCT
ajema-8288	5	16	in	in	ADP
ajema-8288	5	17	-	-	PUNCT
ajema-8288	5	18	time	time	NOUN
ajema-8288	5	19	manufacturing	manufacturing	NOUN
ajema-8288	5	20	enables	enable	VERB
ajema-8288	5	21	automation	automation	NOUN
ajema-8288	5	22	to	to	PART
ajema-8288	5	23	prevent	prevent	VERB
ajema-8288	5	24	supply	supply	NOUN
ajema-8288	5	25	chain	chain	NOUN
ajema-8288	5	26	disruptions	disruption	NOUN
ajema-8288	5	27	and	and	CCONJ
ajema-8288	5	28	boosts	boost	VERB
ajema-8288	5	29	market	market	NOUN
ajema-8288	5	30	demand	demand	NOUN
ajema-8288	5	31	responsiveness	responsiveness	NOUN
ajema-8288	5	32	.	.	PUNCT
ajema-8288	6	1	the	the	DET
ajema-8288	6	2	study	study	NOUN
ajema-8288	6	3	investigates	investigate	VERB
ajema-8288	6	4	major	major	ADJ
ajema-8288	6	5	obstacles	obstacle	NOUN
ajema-8288	6	6	to	to	PART
ajema-8288	6	7	automation	automation	NOUN
ajema-8288	6	8	adoption	adoption	NOUN
ajema-8288	6	9	such	such	ADJ
ajema-8288	6	10	as	as	ADP
ajema-8288	6	11	extensive	extensive	ADJ
ajema-8288	6	12	implementation	implementation	NOUN
ajema-8288	6	13	expenses	expense	NOUN
ajema-8288	6	14	together	together	ADV
ajema-8288	6	15	with	with	ADP
ajema-8288	6	16	the	the	DET
ajema-8288	6	17	replacement	replacement	NOUN
ajema-8288	6	18	of	of	ADP
ajema-8288	6	19	personnel	personnel	NOUN
ajema-8288	6	20	and	and	CCONJ
ajema-8288	6	21	security	security	NOUN
ajema-8288	6	22	system	system	NOUN
ajema-8288	6	23	threats	threat	NOUN
ajema-8288	6	24	.	.	PUNCT
ajema-8288	7	1	automation	automation	NOUN
ajema-8288	7	2	generates	generate	VERB
ajema-8288	7	3	extended	extend	VERB
ajema-8288	7	4	financial	financial	ADJ
ajema-8288	7	5	advantages	advantage	NOUN
ajema-8288	7	6	through	through	ADP
ajema-8288	7	7	labor	labor	NOUN
ajema-8288	7	8	cost	cost	NOUN
ajema-8288	7	9	reduction	reduction	NOUN
ajema-8288	7	10	and	and	CCONJ
ajema-8288	7	11	material	material	NOUN
ajema-8288	7	12	waste	waste	NOUN
ajema-8288	7	13	decrease	decrease	NOUN
ajema-8288	7	14	and	and	CCONJ
ajema-8288	7	15	power	power	NOUN
ajema-8288	7	16	conservation	conservation	NOUN
ajema-8288	7	17	methods	method	NOUN
ajema-8288	7	18	.	.	PUNCT
ajema-8288	8	1	the	the	DET
ajema-8288	8	2	manufacturing	manufacturing	NOUN
ajema-8288	8	3	industry	industry	NOUN
ajema-8288	8	4	will	will	AUX
ajema-8288	8	5	gain	gain	VERB
ajema-8288	8	6	advances	advance	NOUN
ajema-8288	8	7	from	from	ADP
ajema-8288	8	8	future	future	ADJ
ajema-8288	8	9	trends	trend	NOUN
ajema-8288	8	10	that	that	PRON
ajema-8288	8	11	combine	combine	VERB
ajema-8288	8	12	predictive	predictive	ADJ
ajema-8288	8	13	analytics	analytic	NOUN
ajema-8288	8	14	with	with	ADP
ajema-8288	8	15	artificial	artificial	ADJ
ajema-8288	8	16	intelligence	intelligence	NOUN
ajema-8288	8	17	tools	tool	NOUN
ajema-8288	8	18	with	with	ADP
ajema-8288	8	19	blockchain	blockchain	PROPN
ajema-8288	8	20	based	base	VERB
ajema-8288	8	21	supply	supply	NOUN
ajema-8288	8	22	chain	chain	NOUN
ajema-8288	8	23	visibility	visibility	NOUN
ajema-8288	8	24	while	while	SCONJ
ajema-8288	8	25	developing	develop	VERB
ajema-8288	8	26	sustainable	sustainable	ADJ
ajema-8288	8	27	automation	automation	NOUN
ajema-8288	8	28	solutions	solution	NOUN
ajema-8288	8	29	.	.	PUNCT
ajema-8288	9	1	the	the	DET
ajema-8288	9	2	study	study	NOUN
ajema-8288	9	3	demonstrates	demonstrate	VERB
ajema-8288	9	4	key	key	ADJ
ajema-8288	9	5	understandings	understanding	NOUN
ajema-8288	9	6	about	about	ADP
ajema-8288	9	7	supply	supply	NOUN
ajema-8288	9	8	chain	chain	NOUN
ajema-8288	9	9	automation	automation	NOUN
ajema-8288	9	10	functions	function	NOUN
ajema-8288	9	11	through	through	ADP
ajema-8288	9	12	its	its	PRON
ajema-8288	9	13	discovery	discovery	NOUN
ajema-8288	9	14	of	of	ADP
ajema-8288	9	15	necessary	necessary	ADJ
ajema-8288	9	16	technological	technological	ADJ
ajema-8288	9	17	development	development	NOUN
ajema-8288	9	18	combined	combine	VERB
ajema-8288	9	19	with	with	ADP
ajema-8288	9	20	employee	employee	NOUN
ajema-8288	9	21	skill	skill	NOUN
ajema-8288	9	22	transformation	transformation	NOUN
ajema-8288	9	23	.	.	PUNCT
ajema-8288	10	1	companies	company	NOUN
ajema-8288	10	2	in	in	ADP
ajema-8288	10	3	manufacturing	manufacturing	NOUN
ajema-8288	10	4	should	should	AUX
ajema-8288	10	5	utilize	utilize	VERB
ajema-8288	10	6	automation	automation	NOUN
ajema-8288	10	7	properly	properly	ADV
ajema-8288	10	8	to	to	PART
ajema-8288	10	9	gain	gain	VERB
ajema-8288	10	10	better	well	ADJ
ajema-8288	10	11	supply	supply	NOUN
ajema-8288	10	12	chain	chain	NOUN
ajema-8288	10	13	responsiveness	responsiveness	NOUN
ajema-8288	10	14	along	along	ADP
ajema-8288	10	15	with	with	ADP
ajema-8288	10	16	higher	high	ADJ
ajema-8288	10	17	productivity	productivity	NOUN
ajema-8288	10	18	levels	level	NOUN
ajema-8288	10	19	and	and	CCONJ
ajema-8288	10	20	sustainable	sustainable	ADJ
ajema-8288	10	21	outcomes	outcome	NOUN
ajema-8288	10	22	.	.	PUNCT
ajema-8288	11	1	this	this	DET
ajema-8288	11	2	research	research	NOUN
ajema-8288	11	3	contributes	contribute	VERB
ajema-8288	11	4	knowledge	knowledge	NOUN
ajema-8288	11	5	about	about	ADP
ajema-8288	11	6	smart	smart	ADJ
ajema-8288	11	7	manufacturing	manufacturing	NOUN
ajema-8288	11	8	to	to	PART
ajema-8288	11	9	establish	establish	VERB
ajema-8288	11	10	a	a	DET
ajema-8288	11	11	basis	basis	NOUN
ajema-8288	11	12	for	for	ADP
ajema-8288	11	13	upcoming	upcoming	ADJ
ajema-8288	11	14	studies	study	NOUN
ajema-8288	11	15	and	and	CCONJ
ajema-8288	11	16	industrial	industrial	ADJ
ajema-8288	11	17	automation	automation	NOUN
ajema-8288	11	18	technical	technical	ADJ
ajema-8288	11	19	progress	progress	NOUN
ajema-8288	11	20	.	.	PUNCT
ajema-8288	12	1	keywords	keyword	NOUN
ajema-8288	12	2	:	:	PUNCT
ajema-8288	12	3	automation	automation	NOUN
ajema-8288	12	4	,	,	PUNCT
ajema-8288	12	5	supply	supply	NOUN
ajema-8288	12	6	chain	chain	NOUN
ajema-8288	12	7	management	management	NOUN
ajema-8288	12	8	,	,	PUNCT
ajema-8288	12	9	data	data	NOUN
ajema-8288	12	10	-	-	PUNCT
ajema-8288	12	11	driven	drive	VERB
ajema-8288	12	12	decision	decision	NOUN
ajema-8288	12	13	making	making	NOUN
ajema-8288	12	14	,	,	PUNCT
ajema-8288	12	15	manufacturing	manufacturing	NOUN
ajema-8288	12	16	,	,	PUNCT
ajema-8288	12	17	ai	ai	VERB
ajema-8288	12	18	and	and	CCONJ
ajema-8288	12	19	machine	machine	NOUN
ajema-8288	12	20	learning	learning	NOUN
ajema-8288	12	21	.	.	PUNCT
ajema-8288	13	1	1	1	X
ajema-8288	13	2	.	.	X
ajema-8288	13	3	introduction	introduction	NOUN
ajema-8288	13	4	1.1	1.1	NUM
ajema-8288	13	5	background	background	NOUN
ajema-8288	13	6	the	the	DET
ajema-8288	13	7	current	current	ADJ
ajema-8288	13	8	manufacturing	manufacturing	NOUN
ajema-8288	13	9	industry	industry	NOUN
ajema-8288	13	10	transformed	transform	VERB
ajema-8288	13	11	through	through	ADP
ajema-8288	13	12	automatic	automatic	ADJ
ajema-8288	13	13	integration	integration	NOUN
ajema-8288	13	14	of	of	ADP
ajema-8288	13	15	robots	robot	NOUN
ajema-8288	13	16	and	and	CCONJ
ajema-8288	13	17	artificial	artificial	ADJ
ajema-8288	13	18	intelligence	intelligence	NOUN
ajema-8288	13	19	systems	system	NOUN
ajema-8288	13	20	and	and	CCONJ
ajema-8288	13	21	the	the	DET
ajema-8288	13	22	internet	internet	NOUN
ajema-8288	13	23	of	of	ADP
ajema-8288	13	24	things	thing	NOUN
ajema-8288	13	25	infrastructure	infrastructure	NOUN
ajema-8288	13	26	.	.	PUNCT
ajema-8288	14	1	high	high	ADJ
ajema-8288	14	2	efficiency	efficiency	NOUN
ajema-8288	14	3	together	together	ADV
ajema-8288	14	4	with	with	ADP
ajema-8288	14	5	reduced	reduce	VERB
ajema-8288	14	6	costs	cost	NOUN
ajema-8288	14	7	and	and	CCONJ
ajema-8288	14	8	minimized	minimize	VERB
ajema-8288	14	9	human	human	ADJ
ajema-8288	14	10	errors	error	NOUN
ajema-8288	14	11	are	be	AUX
ajema-8288	14	12	achieved	achieve	VERB
ajema-8288	14	13	through	through	ADP
ajema-8288	14	14	these	these	DET
ajema-8288	14	15	technologies	technology	NOUN
ajema-8288	14	16	that	that	SCONJ
ajema-8288	14	17	54	54	NUM
ajema-8288	14	18	journal	journal	NOUN
ajema-8288	14	19	of	of	ADP
ajema-8288	14	20	engineering	engineering	NOUN
ajema-8288	14	21	,	,	PUNCT
ajema-8288	14	22	mechanics	mechanic	NOUN
ajema-8288	14	23	and	and	CCONJ
ajema-8288	14	24	architecture	architecture	NOUN
ajema-8288	14	25	www	www	NOUN
ajema-8288	14	26	.	.	PUNCT
ajema-8288	15	1	grnjournal.us	grnjournal.us	X
ajema-8288	15	2	deliver	deliver	VERB
ajema-8288	15	3	optimized	optimize	VERB
ajema-8288	15	4	production	production	NOUN
ajema-8288	15	5	processes	process	NOUN
ajema-8288	15	6	.	.	PUNCT
ajema-8288	16	1	modern	modern	ADJ
ajema-8288	16	2	manufacturers	manufacturer	NOUN
ajema-8288	16	3	benefit	benefit	VERB
ajema-8288	16	4	from	from	ADP
ajema-8288	16	5	automatic	automatic	ADJ
ajema-8288	16	6	systems	system	NOUN
ajema-8288	16	7	which	which	PRON
ajema-8288	16	8	enable	enable	VERB
ajema-8288	16	9	them	they	PRON
ajema-8288	16	10	to	to	PART
ajema-8288	16	11	produce	produce	VERB
ajema-8288	16	12	products	product	NOUN
ajema-8288	16	13	more	more	ADV
ajema-8288	16	14	rapidly	rapidly	ADV
ajema-8288	16	15	and	and	CCONJ
ajema-8288	16	16	conduct	conduct	VERB
ajema-8288	16	17	improved	improve	VERB
ajema-8288	16	18	quality	quality	NOUN
ajema-8288	16	19	checks	check	NOUN
ajema-8288	16	20	and	and	CCONJ
ajema-8288	16	21	maintain	maintain	VERB
ajema-8288	16	22	their	their	PRON
ajema-8288	16	23	equipment	equipment	NOUN
ajema-8288	16	24	better	well	ADV
ajema-8288	16	25	with	with	ADP
ajema-8288	16	26	predictive	predictive	ADJ
ajema-8288	16	27	maintenance	maintenance	NOUN
ajema-8288	16	28	routines	routine	NOUN
ajema-8288	16	29	.	.	PUNCT
ajema-8288	17	1	through	through	ADP
ajema-8288	17	2	automation	automation	NOUN
ajema-8288	17	3	businesses	business	NOUN
ajema-8288	17	4	gain	gain	VERB
ajema-8288	17	5	real	real	ADJ
ajema-8288	17	6	-	-	PUNCT
ajema-8288	17	7	time	time	NOUN
ajema-8288	17	8	manufacturing	manufacturing	NOUN
ajema-8288	17	9	operation	operation	NOUN
ajema-8288	17	10	oversight	oversight	NOUN
ajema-8288	17	11	which	which	PRON
ajema-8288	17	12	gives	give	VERB
ajema-8288	17	13	them	they	PRON
ajema-8288	17	14	the	the	DET
ajema-8288	17	15	ability	ability	NOUN
ajema-8288	17	16	to	to	PART
ajema-8288	17	17	make	make	VERB
ajema-8288	17	18	data	datum	NOUN
ajema-8288	17	19	-	-	PUNCT
ajema-8288	17	20	based	base	VERB
ajema-8288	17	21	resource	resource	NOUN
ajema-8288	17	22	optimizations	optimization	NOUN
ajema-8288	17	23	[	[	X
ajema-8288	17	24	1	1	NUM
ajema-8288	17	25	]	]	PUNCT
ajema-8288	17	26	.	.	PUNCT
ajema-8288	18	1	panasonic	panasonic	PROPN
ajema-8288	18	2	adopts	adopt	VERB
ajema-8288	18	3	industry	industry	NOUN
ajema-8288	18	4	4.0	4.0	NUM
ajema-8288	18	5	standards	standard	NOUN
ajema-8288	18	6	to	to	PART
ajema-8288	18	7	lead	lead	VERB
ajema-8288	18	8	its	its	PRON
ajema-8288	18	9	demand	demand	NOUN
ajema-8288	18	10	-	-	PUNCT
ajema-8288	18	11	driven	drive	VERB
ajema-8288	18	12	supply	supply	NOUN
ajema-8288	18	13	chain	chain	NOUN
ajema-8288	18	14	to	to	ADP
ajema-8288	18	15	market	market	NOUN
ajema-8288	18	16	-	-	PUNCT
ajema-8288	18	17	driven	drive	VERB
ajema-8288	18	18	flexibility	flexibility	NOUN
ajema-8288	18	19	and	and	CCONJ
ajema-8288	18	20	operational	operational	ADJ
ajema-8288	18	21	resistance	resistance	NOUN
ajema-8288	18	22	.	.	PUNCT
ajema-8288	19	1	the	the	DET
ajema-8288	19	2	automated	automate	VERB
ajema-8288	19	3	system	system	NOUN
ajema-8288	19	4	enables	enable	VERB
ajema-8288	19	5	natural	natural	ADJ
ajema-8288	19	6	flow	flow	NOUN
ajema-8288	19	7	coordination	coordination	NOUN
ajema-8288	19	8	among	among	ADP
ajema-8288	19	9	different	different	ADJ
ajema-8288	19	10	production	production	NOUN
ajema-8288	19	11	steps	step	NOUN
ajema-8288	19	12	which	which	PRON
ajema-8288	19	13	improves	improve	VERB
ajema-8288	19	14	workflow	workflow	NOUN
ajema-8288	19	15	efficiency	efficiency	NOUN
ajema-8288	19	16	by	by	ADP
ajema-8288	19	17	decreasing	decrease	VERB
ajema-8288	19	18	material	material	NOUN
ajema-8288	19	19	usage	usage	NOUN
ajema-8288	19	20	.	.	PUNCT
ajema-8288	20	1	the	the	DET
ajema-8288	20	2	integration	integration	NOUN
ajema-8288	20	3	of	of	ADP
ajema-8288	20	4	automation	automation	NOUN
ajema-8288	20	5	in	in	ADP
ajema-8288	20	6	manufacturing	manufacturing	NOUN
ajema-8288	20	7	benefits	benefit	NOUN
ajema-8288	20	8	operations	operation	NOUN
ajema-8288	20	9	but	but	CCONJ
ajema-8288	20	10	faces	face	VERB
ajema-8288	20	11	three	three	NUM
ajema-8288	20	12	main	main	ADJ
ajema-8288	20	13	challenges	challenge	NOUN
ajema-8288	20	14	such	such	ADJ
ajema-8288	20	15	as	as	ADP
ajema-8288	20	16	expensive	expensive	ADJ
ajema-8288	20	17	deployment	deployment	NOUN
ajema-8288	20	18	costs	cost	NOUN
ajema-8288	20	19	alongside	alongside	ADP
ajema-8288	20	20	cybersecurity	cybersecurity	NOUN
ajema-8288	20	21	threats	threat	NOUN
ajema-8288	20	22	and	and	CCONJ
ajema-8288	20	23	employment	employment	NOUN
ajema-8288	20	24	adjustment	adjustment	NOUN
ajema-8288	20	25	requirements	requirement	NOUN
ajema-8288	20	26	for	for	ADP
ajema-8288	20	27	workers	worker	NOUN
ajema-8288	20	28	.	.	PUNCT
ajema-8288	21	1	businesses	business	NOUN
ajema-8288	21	2	need	need	VERB
ajema-8288	21	3	to	to	PART
ajema-8288	21	4	develop	develop	VERB
ajema-8288	21	5	strategic	strategic	ADJ
ajema-8288	21	6	approaches	approach	NOUN
ajema-8288	21	7	for	for	ADP
ajema-8288	21	8	automation	automation	NOUN
ajema-8288	21	9	implementation	implementation	NOUN
ajema-8288	21	10	which	which	PRON
ajema-8288	21	11	merges	merge	VERB
ajema-8288	21	12	performance	performance	NOUN
ajema-8288	21	13	improvements	improvement	NOUN
ajema-8288	21	14	with	with	ADP
ajema-8288	21	15	enduring	endure	VERB
ajema-8288	21	16	business	business	NOUN
ajema-8288	21	17	viability	viability	NOUN
ajema-8288	21	18	.	.	PUNCT
ajema-8288	22	1	the	the	DET
ajema-8288	22	2	evolution	evolution	NOUN
ajema-8288	22	3	of	of	ADP
ajema-8288	22	4	industries	industry	NOUN
ajema-8288	22	5	will	will	AUX
ajema-8288	22	6	expand	expand	VERB
ajema-8288	22	7	the	the	DET
ajema-8288	22	8	domain	domain	NOUN
ajema-8288	22	9	of	of	ADP
ajema-8288	22	10	automation	automation	NOUN
ajema-8288	22	11	which	which	PRON
ajema-8288	22	12	will	will	AUX
ajema-8288	22	13	transform	transform	VERB
ajema-8288	22	14	manufacturing	manufacturing	NOUN
ajema-8288	22	15	facilities	facility	NOUN
ajema-8288	22	16	through	through	ADP
ajema-8288	22	17	the	the	DET
ajema-8288	22	18	creation	creation	NOUN
ajema-8288	22	19	of	of	ADP
ajema-8288	22	20	new	new	ADJ
ajema-8288	22	21	operational	operational	ADJ
ajema-8288	22	22	standards	standard	NOUN
ajema-8288	22	23	.	.	PUNCT
ajema-8288	23	1	1.2	1.2	NUM
ajema-8288	23	2	importance	importance	NOUN
ajema-8288	23	3	of	of	ADP
ajema-8288	23	4	supply	supply	NOUN
ajema-8288	23	5	chain	chain	NOUN
ajema-8288	23	6	management	management	NOUN
ajema-8288	23	7	(	(	PUNCT
ajema-8288	23	8	scm	scm	PROPN
ajema-8288	23	9	)	)	PUNCT
ajema-8288	23	10	the	the	DET
ajema-8288	23	11	manufacturing	manufacturing	NOUN
ajema-8288	23	12	sector	sector	NOUN
ajema-8288	23	13	completely	completely	ADV
ajema-8288	23	14	depends	depend	VERB
ajema-8288	23	15	on	on	ADP
ajema-8288	23	16	supply	supply	NOUN
ajema-8288	23	17	chain	chain	NOUN
ajema-8288	23	18	management	management	NOUN
ajema-8288	23	19	(	(	PUNCT
ajema-8288	23	20	scm	scm	PROPN
ajema-8288	23	21	)	)	PUNCT
ajema-8288	23	22	to	to	PART
ajema-8288	23	23	operate	operate	VERB
ajema-8288	23	24	smoothly	smoothly	ADV
ajema-8288	23	25	throughout	throughout	ADP
ajema-8288	23	26	the	the	DET
ajema-8288	23	27	whole	whole	ADJ
ajema-8288	23	28	process	process	NOUN
ajema-8288	23	29	from	from	ADP
ajema-8288	23	30	resource	resource	NOUN
ajema-8288	23	31	acquisition	acquisition	NOUN
ajema-8288	23	32	to	to	PART
ajema-8288	23	33	product	product	NOUN
ajema-8288	23	34	distribution	distribution	NOUN
ajema-8288	23	35	.	.	PUNCT
ajema-8288	24	1	supply	supply	NOUN
ajema-8288	24	2	chain	chain	NOUN
ajema-8288	24	3	management	management	NOUN
ajema-8288	24	4	excellence	excellence	NOUN
ajema-8288	24	5	enables	enable	VERB
ajema-8288	24	6	better	well	ADJ
ajema-8288	24	7	scheduling	scheduling	NOUN
ajema-8288	24	8	of	of	ADP
ajema-8288	24	9	production	production	NOUN
ajema-8288	24	10	while	while	SCONJ
ajema-8288	24	11	decreasing	decrease	VERB
ajema-8288	24	12	inventory	inventory	NOUN
ajema-8288	24	13	expenses	expense	NOUN
ajema-8288	24	14	which	which	PRON
ajema-8288	24	15	drives	drive	VERB
ajema-8288	24	16	increased	increase	VERB
ajema-8288	24	17	operational	operational	ADJ
ajema-8288	24	18	performance	performance	NOUN
ajema-8288	24	19	.	.	PUNCT
ajema-8288	25	1	supply	supply	NOUN
ajema-8288	25	2	chain	chain	NOUN
ajema-8288	25	3	automation	automation	NOUN
ajema-8288	25	4	strengthens	strengthen	VERB
ajema-8288	25	5	all	all	DET
ajema-8288	25	6	aspects	aspect	NOUN
ajema-8288	25	7	of	of	ADP
ajema-8288	25	8	logistics	logistic	NOUN
ajema-8288	25	9	and	and	CCONJ
ajema-8288	25	10	warehouse	warehouse	NOUN
ajema-8288	25	11	control	control	NOUN
ajema-8288	25	12	as	as	ADV
ajema-8288	25	13	well	well	ADV
ajema-8288	25	14	as	as	ADP
ajema-8288	25	15	demand	demand	NOUN
ajema-8288	25	16	prediction	prediction	NOUN
ajema-8288	25	17	tools	tool	NOUN
ajema-8288	25	18	which	which	PRON
ajema-8288	25	19	help	help	VERB
ajema-8288	25	20	minimize	minimize	VERB
ajema-8288	25	21	delivery	delivery	NOUN
ajema-8288	25	22	delays	delay	NOUN
ajema-8288	25	23	across	across	ADP
ajema-8288	25	24	the	the	DET
ajema-8288	25	25	system	system	NOUN
ajema-8288	25	26	.	.	PUNCT
ajema-8288	26	1	supplemental	supplemental	ADJ
ajema-8288	26	2	systems	system	NOUN
ajema-8288	26	3	in	in	ADP
ajema-8288	26	4	scm	scm	PROPN
ajema-8288	26	5	enable	enable	VERB
ajema-8288	26	6	manufacturers	manufacturer	NOUN
ajema-8288	26	7	to	to	PART
ajema-8288	26	8	meet	meet	VERB
ajema-8288	26	9	expectations	expectation	NOUN
ajema-8288	26	10	of	of	ADP
ajema-8288	26	11	customers	customer	NOUN
ajema-8288	26	12	through	through	ADP
ajema-8288	26	13	dependable	dependable	ADJ
ajema-8288	26	14	delivery	delivery	NOUN
ajema-8288	26	15	alongside	alongside	ADP
ajema-8288	26	16	attractive	attractive	ADJ
ajema-8288	26	17	costs	cost	NOUN
ajema-8288	26	18	in	in	ADP
ajema-8288	26	19	production	production	NOUN
ajema-8288	26	20	[	[	X
ajema-8288	26	21	2	2	NUM
ajema-8288	26	22	]	]	PUNCT
ajema-8288	26	23	.	.	PUNCT
ajema-8288	27	1	efficient	efficient	ADJ
ajema-8288	27	2	supply	supply	NOUN
ajema-8288	27	3	chain	chain	NOUN
ajema-8288	27	4	management	management	NOUN
ajema-8288	27	5	deployments	deployment	NOUN
ajema-8288	27	6	give	give	VERB
ajema-8288	27	7	businesses	business	NOUN
ajema-8288	27	8	dominant	dominant	ADJ
ajema-8288	27	9	competitive	competitive	ADJ
ajema-8288	27	10	positions	position	NOUN
ajema-8288	27	11	by	by	ADP
ajema-8288	27	12	providing	provide	VERB
ajema-8288	27	13	faster	fast	ADJ
ajema-8288	27	14	adaptability	adaptability	NOUN
ajema-8288	27	15	together	together	ADV
ajema-8288	27	16	with	with	ADP
ajema-8288	27	17	lower	low	ADJ
ajema-8288	27	18	operational	operational	ADJ
ajema-8288	27	19	vulnerabilities	vulnerability	NOUN
ajema-8288	27	20	which	which	PRON
ajema-8288	27	21	results	result	VERB
ajema-8288	27	22	in	in	ADP
ajema-8288	27	23	better	well	ADJ
ajema-8288	27	24	profitability	profitability	NOUN
ajema-8288	27	25	.	.	PUNCT
ajema-8288	28	1	the	the	DET
ajema-8288	28	2	implementation	implementation	NOUN
ajema-8288	28	3	of	of	ADP
ajema-8288	28	4	automation	automation	NOUN
ajema-8288	28	5	in	in	ADP
ajema-8288	28	6	supply	supply	NOUN
ajema-8288	28	7	chain	chain	NOUN
ajema-8288	28	8	management	management	NOUN
ajema-8288	28	9	performs	perform	VERB
ajema-8288	28	10	real	real	ADJ
ajema-8288	28	11	-	-	PUNCT
ajema-8288	28	12	time	time	NOUN
ajema-8288	28	13	monitoring	monitoring	NOUN
ajema-8288	28	14	capabilities	capability	NOUN
ajema-8288	28	15	through	through	ADP
ajema-8288	28	16	ai	ai	PRON
ajema-8288	28	17	dependent	dependent	ADJ
ajema-8288	28	18	analytics	analytic	NOUN
ajema-8288	28	19	platforms	platform	NOUN
ajema-8288	28	20	and	and	CCONJ
ajema-8288	28	21	machine	machine	NOUN
ajema-8288	28	22	learning	learn	VERB
ajema-8288	28	23	systems	system	NOUN
ajema-8288	28	24	.	.	PUNCT
ajema-8288	29	1	predictive	predictive	ADJ
ajema-8288	29	2	analytics	analytic	NOUN
ajema-8288	29	3	evaluates	evaluate	VERB
ajema-8288	29	4	future	future	ADJ
ajema-8288	29	5	market	market	NOUN
ajema-8288	29	6	demands	demand	NOUN
ajema-8288	29	7	to	to	PART
ajema-8288	29	8	help	help	VERB
ajema-8288	29	9	companies	company	NOUN
ajema-8288	29	10	regulate	regulate	VERB
ajema-8288	29	11	stock	stock	NOUN
ajema-8288	29	12	inventory	inventory	NOUN
ajema-8288	29	13	better	well	ADV
ajema-8288	29	14	so	so	SCONJ
ajema-8288	29	15	they	they	PRON
ajema-8288	29	16	can	can	AUX
ajema-8288	29	17	stop	stop	VERB
ajema-8288	29	18	distribution	distribution	NOUN
ajema-8288	29	19	problems	problem	NOUN
ajema-8288	29	20	from	from	ADP
ajema-8288	29	21	production	production	NOUN
ajema-8288	29	22	chain	chain	NOUN
ajema-8288	29	23	inadequacies	inadequacy	NOUN
ajema-8288	29	24	[	[	X
ajema-8288	29	25	3	3	NUM
ajema-8288	29	26	]	]	PUNCT
ajema-8288	29	27	.	.	PUNCT
ajema-8288	30	1	the	the	DET
ajema-8288	30	2	automation	automation	NOUN
ajema-8288	30	3	of	of	ADP
ajema-8288	30	4	supply	supply	NOUN
ajema-8288	30	5	chain	chain	NOUN
ajema-8288	30	6	activities	activity	NOUN
ajema-8288	30	7	promotes	promote	VERB
ajema-8288	30	8	environmental	environmental	ADJ
ajema-8288	30	9	sustainability	sustainability	NOUN
ajema-8288	30	10	by	by	ADP
ajema-8288	30	11	maximizing	maximize	VERB
ajema-8288	30	12	resources	resource	NOUN
ajema-8288	30	13	use	use	VERB
ajema-8288	30	14	together	together	ADV
ajema-8288	30	15	with	with	ADP
ajema-8288	30	16	waste	waste	NOUN
ajema-8288	30	17	reduction	reduction	NOUN
ajema-8288	30	18	.	.	PUNCT
ajema-8288	31	1	organizations	organization	NOUN
ajema-8288	31	2	need	need	VERB
ajema-8288	31	3	to	to	PART
ajema-8288	31	4	build	build	VERB
ajema-8288	31	5	strategic	strategic	ADJ
ajema-8288	31	6	solutions	solution	NOUN
ajema-8288	31	7	to	to	PART
ajema-8288	31	8	address	address	VERB
ajema-8288	31	9	problems	problem	NOUN
ajema-8288	31	10	including	include	VERB
ajema-8288	31	11	data	datum	NOUN
ajema-8288	31	12	protection	protection	NOUN
ajema-8288	31	13	risks	risk	NOUN
ajema-8288	31	14	together	together	ADV
ajema-8288	31	15	with	with	ADP
ajema-8288	31	16	integration	integration	NOUN
ajema-8288	31	17	complexities	complexity	NOUN
ajema-8288	31	18	as	as	ADV
ajema-8288	31	19	well	well	ADV
ajema-8288	31	20	as	as	ADP
ajema-8288	31	21	start	start	VERB
ajema-8288	31	22	-	-	PUNCT
ajema-8288	31	23	up	up	ADP
ajema-8288	31	24	costs	cost	NOUN
ajema-8288	31	25	for	for	ADP
ajema-8288	31	26	successfully	successfully	ADV
ajema-8288	31	27	implementing	implement	VERB
ajema-8288	31	28	scm	scm	PROPN
ajema-8288	31	29	automation	automation	NOUN
ajema-8288	31	30	[	[	X
ajema-8288	31	31	4	4	NUM
ajema-8288	31	32	]	]	PUNCT
ajema-8288	31	33	.	.	PUNCT
ajema-8288	32	1	the	the	DET
ajema-8288	32	2	manufacturing	manufacturing	NOUN
ajema-8288	32	3	sector	sector	NOUN
ajema-8288	32	4	must	must	AUX
ajema-8288	32	5	continue	continue	VERB
ajema-8288	32	6	to	to	PART
ajema-8288	32	7	adopt	adopt	VERB
ajema-8288	32	8	automated	automate	VERB
ajema-8288	32	9	supply	supply	NOUN
ajema-8288	32	10	chain	chain	NOUN
ajema-8288	32	11	management	management	NOUN
ajema-8288	32	12	because	because	SCONJ
ajema-8288	32	13	this	this	DET
ajema-8288	32	14	strategy	strategy	NOUN
ajema-8288	32	15	represents	represent	VERB
ajema-8288	32	16	a	a	DET
ajema-8288	32	17	key	key	ADJ
ajema-8288	32	18	competitive	competitive	ADJ
ajema-8288	32	19	factor	factor	NOUN
ajema-8288	32	20	in	in	ADP
ajema-8288	32	21	international	international	ADJ
ajema-8288	32	22	markets	market	NOUN
ajema-8288	32	23	.	.	PUNCT
ajema-8288	33	1	1.3	1.3	NUM
ajema-8288	33	2	automation	automation	NOUN
ajema-8288	33	3	in	in	ADP
ajema-8288	33	4	electrical	electrical	ADJ
ajema-8288	33	5	machines	machine	NOUN
ajema-8288	33	6	industrial	industrial	ADJ
ajema-8288	33	7	manufacturing	manufacturing	NOUN
ajema-8288	33	8	experienced	experience	VERB
ajema-8288	33	9	a	a	DET
ajema-8288	33	10	revolution	revolution	NOUN
ajema-8288	33	11	through	through	ADP
ajema-8288	33	12	automation	automation	NOUN
ajema-8288	33	13	of	of	ADP
ajema-8288	33	14	electrical	electrical	ADJ
ajema-8288	33	15	machines	machine	NOUN
ajema-8288	33	16	by	by	ADP
ajema-8288	33	17	integrating	integrate	VERB
ajema-8288	33	18	robotics	robotic	NOUN
ajema-8288	33	19	and	and	CCONJ
ajema-8288	33	20	ai	ai	ADJ
ajema-8288	33	21	-	-	PUNCT
ajema-8288	33	22	driven	drive	VERB
ajema-8288	33	23	systems	system	NOUN
ajema-8288	33	24	as	as	ADV
ajema-8288	33	25	well	well	ADV
ajema-8288	33	26	as	as	ADP
ajema-8288	33	27	smart	smart	ADJ
ajema-8288	33	28	manufacturing	manufacturing	NOUN
ajema-8288	33	29	solutions	solution	NOUN
ajema-8288	33	30	.	.	PUNCT
ajema-8288	34	1	the	the	DET
ajema-8288	34	2	innovative	innovative	ADJ
ajema-8288	34	3	technology	technology	NOUN
ajema-8288	34	4	has	have	AUX
ajema-8288	34	5	provided	provide	VERB
ajema-8288	34	6	manufacturers	manufacturer	NOUN
ajema-8288	34	7	with	with	ADP
ajema-8288	34	8	improved	improved	ADJ
ajema-8288	34	9	precision	precision	NOUN
ajema-8288	34	10	abilities	ability	NOUN
ajema-8288	34	11	and	and	CCONJ
ajema-8288	34	12	higher	high	ADJ
ajema-8288	34	13	efficiency	efficiency	NOUN
ajema-8288	34	14	and	and	CCONJ
ajema-8288	34	15	production	production	NOUN
ajema-8288	34	16	consistency	consistency	NOUN
ajema-8288	34	17	and	and	CCONJ
ajema-8288	34	18	automatic	automatic	ADJ
ajema-8288	34	19	error	error	NOUN
ajema-8288	34	20	-	-	PUNCT
ajema-8288	34	21	free	free	ADJ
ajema-8288	34	22	operations	operation	NOUN
ajema-8288	34	23	and	and	CCONJ
ajema-8288	34	24	faster	fast	ADJ
ajema-8288	34	25	production	production	NOUN
ajema-8288	34	26	time	time	NOUN
ajema-8288	34	27	[	[	X
ajema-8288	34	28	5	5	NUM
ajema-8288	34	29	]	]	PUNCT
ajema-8288	34	30	.	.	PUNCT
ajema-8288	35	1	robotics	robotic	NOUN
ajema-8288	35	2	systems	system	NOUN
ajema-8288	35	3	perform	perform	VERB
ajema-8288	35	4	vital	vital	ADJ
ajema-8288	35	5	automation	automation	NOUN
ajema-8288	35	6	functions	function	NOUN
ajema-8288	35	7	in	in	ADP
ajema-8288	35	8	industrial	industrial	ADJ
ajema-8288	35	9	production	production	NOUN
ajema-8288	35	10	because	because	SCONJ
ajema-8288	35	11	they	they	PRON
ajema-8288	35	12	execute	execute	VERB
ajema-8288	35	13	repetitive	repetitive	ADJ
ajema-8288	35	14	functions	function	NOUN
ajema-8288	35	15	such	such	ADJ
ajema-8288	35	16	as	as	ADP
ajema-8288	35	17	assembly	assembly	NOUN
ajema-8288	35	18	and	and	CCONJ
ajema-8288	35	19	welding	welding	NOUN
ajema-8288	35	20	and	and	CCONJ
ajema-8288	35	21	material	material	NOUN
ajema-8288	35	22	handling	handling	NOUN
ajema-8288	35	23	thus	thus	ADV
ajema-8288	35	24	decreasing	decrease	VERB
ajema-8288	35	25	workforce	workforce	NOUN
ajema-8288	35	26	expenditure	expenditure	NOUN
ajema-8288	35	27	and	and	CCONJ
ajema-8288	35	28	promoting	promote	VERB
ajema-8288	35	29	higher	high	ADJ
ajema-8288	35	30	manufacturing	manufacturing	NOUN
ajema-8288	35	31	rates	rate	NOUN
ajema-8288	35	32	.	.	PUNCT
ajema-8288	36	1	modern	modern	ADJ
ajema-8288	36	2	artificial	artificial	ADJ
ajema-8288	36	3	intelligence	intelligence	NOUN
ajema-8288	36	4	systems	system	NOUN
ajema-8288	36	5	provide	provide	VERB
ajema-8288	36	6	constant	constant	ADJ
ajema-8288	36	7	equipment	equipment	NOUN
ajema-8288	36	8	monitoring	monitoring	NOUN
ajema-8288	36	9	together	together	ADV
ajema-8288	36	10	with	with	ADP
ajema-8288	36	11	predictive	predictive	ADJ
ajema-8288	36	12	maintenance	maintenance	NOUN
ajema-8288	36	13	functions	function	NOUN
ajema-8288	36	14	that	that	PRON
ajema-8288	36	15	avoid	avoid	VERB
ajema-8288	36	16	equipment	equipment	NOUN
ajema-8288	36	17	breakdowns	breakdown	NOUN
ajema-8288	36	18	and	and	CCONJ
ajema-8288	36	19	decrease	decrease	VERB
ajema-8288	36	20	operational	operational	ADJ
ajema-8288	36	21	stoppages	stoppage	NOUN
ajema-8288	36	22	[	[	X
ajema-8288	36	23	6	6	NUM
ajema-8288	36	24	]	]	PUNCT
ajema-8288	36	25	.	.	PUNCT
ajema-8288	37	1	operating	operate	VERB
ajema-8288	37	2	data	datum	NOUN
ajema-8288	37	3	goes	go	VERB
ajema-8288	37	4	through	through	ADP
ajema-8288	37	5	machine	machine	NOUN
ajema-8288	37	6	learning	learn	VERB
ajema-8288	37	7	algorithms	algorithm	NOUN
ajema-8288	37	8	which	which	PRON
ajema-8288	37	9	discover	discover	VERB
ajema-8288	37	10	performance	performance	NOUN
ajema-8288	37	11	flaws	flaw	NOUN
ajema-8288	37	12	for	for	ADP
ajema-8288	37	13	optimizing	optimize	VERB
ajema-8288	37	14	resource	resource	NOUN
ajema-8288	37	15	use	use	NOUN
ajema-8288	37	16	while	while	SCONJ
ajema-8288	37	17	improving	improve	VERB
ajema-8288	37	18	entire	entire	ADJ
ajema-8288	37	19	equipment	equipment	NOUN
ajema-8288	37	20	performance	performance	NOUN
ajema-8288	37	21	metrics	metric	NOUN
ajema-8288	37	22	.	.	PUNCT
ajema-8288	38	1	the	the	DET
ajema-8288	38	2	deployment	deployment	NOUN
ajema-8288	38	3	of	of	ADP
ajema-8288	38	4	iot	iot	NOUN
ajema-8288	38	5	with	with	ADP
ajema-8288	38	6	electrical	electrical	ADJ
ajema-8288	38	7	machines	machine	NOUN
ajema-8288	38	8	promotes	promote	VERB
ajema-8288	38	9	inter	inter	PROPN
ajema-8288	38	10	component	component	NOUN
ajema-8288	38	11	data	datum	NOUN
ajema-8288	38	12	exchange	exchange	NOUN
ajema-8288	38	13	which	which	PRON
ajema-8288	38	14	develops	develop	VERB
ajema-8288	38	15	integrated	integrate	VERB
ajema-8288	38	16	manufacturing	manufacturing	NOUN
ajema-8288	38	17	networks	network	NOUN
ajema-8288	38	18	that	that	PRON
ajema-8288	38	19	optimize	optimize	VERB
ajema-8288	38	20	decision	decision	NOUN
ajema-8288	38	21	processes	process	NOUN
ajema-8288	38	22	.	.	PUNCT
ajema-8288	39	1	smart	smart	ADJ
ajema-8288	39	2	manufacturing	manufacturing	NOUN
ajema-8288	39	3	solutions	solution	NOUN
ajema-8288	39	4	enable	enable	VERB
ajema-8288	39	5	automatic	automatic	ADJ
ajema-8288	39	6	quality	quality	NOUN
ajema-8288	39	7	control	control	NOUN
ajema-8288	39	8	systems	system	NOUN
ajema-8288	39	9	which	which	PRON
ajema-8288	39	10	find	find	VERB
ajema-8288	39	11	defective	defective	ADJ
ajema-8288	39	12	items	item	NOUN
ajema-8288	39	13	early	early	ADV
ajema-8288	39	14	during	during	ADP
ajema-8288	39	15	manufacturing	manufacture	VERB
ajema-8288	39	16	operations	operation	NOUN
ajema-8288	39	17	[	[	X
ajema-8288	39	18	7	7	NUM
ajema-8288	39	19	]	]	PUNCT
ajema-8288	39	20	.	.	PUNCT
ajema-8288	40	1	automation	automation	NOUN
ajema-8288	40	2	implements	implement	VERB
ajema-8288	40	3	power	power	NOUN
ajema-8288	40	4	optimization	optimization	NOUN
ajema-8288	40	5	into	into	ADP
ajema-8288	40	6	industrial	industrial	ADJ
ajema-8288	40	7	55	55	NUM
ajema-8288	40	8	journal	journal	NOUN
ajema-8288	40	9	of	of	ADP
ajema-8288	40	10	engineering	engineering	NOUN
ajema-8288	40	11	,	,	PUNCT
ajema-8288	40	12	mechanics	mechanic	NOUN
ajema-8288	40	13	and	and	CCONJ
ajema-8288	40	14	architecture	architecture	NOUN
ajema-8288	40	15	www	www	NOUN
ajema-8288	40	16	.	.	PUNCT
ajema-8288	41	1	grnjournal.us	grnjournal.us	X
ajema-8288	41	2	machines	machine	NOUN
ajema-8288	41	3	to	to	PART
ajema-8288	41	4	make	make	VERB
ajema-8288	41	5	operations	operation	NOUN
ajema-8288	41	6	more	more	ADV
ajema-8288	41	7	efficient	efficient	ADJ
ajema-8288	41	8	thus	thus	ADV
ajema-8288	41	9	resulting	result	VERB
ajema-8288	41	10	in	in	ADP
ajema-8288	41	11	reduced	reduced	ADJ
ajema-8288	41	12	operational	operational	ADJ
ajema-8288	41	13	costs	cost	NOUN
ajema-8288	41	14	while	while	SCONJ
ajema-8288	41	15	advancing	advance	VERB
ajema-8288	41	16	sustainability	sustainability	NOUN
ajema-8288	41	17	.	.	PUNCT
ajema-8288	42	1	the	the	DET
ajema-8288	42	2	introduction	introduction	NOUN
ajema-8288	42	3	of	of	ADP
ajema-8288	42	4	automation	automation	NOUN
ajema-8288	42	5	to	to	ADP
ajema-8288	42	6	electrical	electrical	ADJ
ajema-8288	42	7	machines	machine	NOUN
ajema-8288	42	8	brings	bring	VERB
ajema-8288	42	9	many	many	ADJ
ajema-8288	42	10	advantages	advantage	NOUN
ajema-8288	42	11	yet	yet	CCONJ
ajema-8288	42	12	leaders	leader	NOUN
ajema-8288	42	13	face	face	VERB
ajema-8288	42	14	difficulties	difficulty	NOUN
ajema-8288	42	15	because	because	SCONJ
ajema-8288	42	16	it	it	PRON
ajema-8288	42	17	requires	require	VERB
ajema-8288	42	18	significant	significant	ADJ
ajema-8288	42	19	investments	investment	NOUN
ajema-8288	42	20	and	and	CCONJ
ajema-8288	42	21	complex	complex	ADJ
ajema-8288	42	22	integration	integration	NOUN
ajema-8288	42	23	with	with	ADP
ajema-8288	42	24	systems	system	NOUN
ajema-8288	42	25	and	and	CCONJ
ajema-8288	42	26	workers	worker	NOUN
ajema-8288	42	27	need	need	VERB
ajema-8288	42	28	additional	additional	ADJ
ajema-8288	42	29	training	training	NOUN
ajema-8288	42	30	.	.	PUNCT
ajema-8288	43	1	technology	technology	NOUN
ajema-8288	43	2	development	development	NOUN
ajema-8288	43	3	works	work	VERB
ajema-8288	43	4	on	on	ADP
ajema-8288	43	5	solving	solve	VERB
ajema-8288	43	6	current	current	ADJ
ajema-8288	43	7	difficulties	difficulty	NOUN
ajema-8288	43	8	to	to	PART
ajema-8288	43	9	create	create	VERB
ajema-8288	43	10	automated	automate	VERB
ajema-8288	43	11	intelligent	intelligent	ADJ
ajema-8288	43	12	manufacturing	manufacturing	NOUN
ajema-8288	43	13	environments	environment	NOUN
ajema-8288	43	14	that	that	PRON
ajema-8288	43	15	advance	advance	VERB
ajema-8288	43	16	industrial	industrial	ADJ
ajema-8288	43	17	productivity	productivity	NOUN
ajema-8288	43	18	.	.	PUNCT
ajema-8288	44	1	1.4	1.4	NUM
ajema-8288	44	2	research	research	NOUN
ajema-8288	44	3	objectives	objective	VERB
ajema-8288	44	4	the	the	DET
ajema-8288	44	5	objectives	objective	NOUN
ajema-8288	44	6	of	of	ADP
ajema-8288	44	7	this	this	DET
ajema-8288	44	8	study	study	NOUN
ajema-8288	44	9	are	be	AUX
ajema-8288	44	10	:	:	PUNCT
ajema-8288	44	11	➢	➢	AUX
ajema-8288	44	12	study	study	VERB
ajema-8288	44	13	the	the	DET
ajema-8288	44	14	supply	supply	NOUN
ajema-8288	44	15	chain	chain	NOUN
ajema-8288	44	16	productivity	productivity	NOUN
ajema-8288	44	17	improvement	improvement	NOUN
ajema-8288	44	18	which	which	PRON
ajema-8288	44	19	results	result	VERB
ajema-8288	44	20	from	from	ADP
ajema-8288	44	21	automation	automation	NOUN
ajema-8288	44	22	in	in	ADP
ajema-8288	44	23	electrical	electrical	ADJ
ajema-8288	44	24	machines	machine	NOUN
ajema-8288	44	25	.	.	PUNCT
ajema-8288	45	1	➢	➢	PROPN
ajema-8288	45	2	evaluate	evaluate	VERB
ajema-8288	45	3	how	how	SCONJ
ajema-8288	45	4	automated	automate	VERB
ajema-8288	45	5	systems	system	NOUN
ajema-8288	45	6	influence	influence	NOUN
ajema-8288	45	7	production	production	NOUN
ajema-8288	45	8	performance	performance	NOUN
ajema-8288	45	9	by	by	ADP
ajema-8288	45	10	analyzing	analyze	VERB
ajema-8288	45	11	speed	speed	NOUN
ajema-8288	45	12	,	,	PUNCT
ajema-8288	45	13	quality	quality	NOUN
ajema-8288	45	14	,	,	PUNCT
ajema-8288	45	15	power	power	NOUN
ajema-8288	45	16	efficiency	efficiency	NOUN
ajema-8288	45	17	as	as	ADV
ajema-8288	45	18	well	well	ADV
ajema-8288	45	19	as	as	ADP
ajema-8288	45	20	their	their	PRON
ajema-8288	45	21	ability	ability	NOUN
ajema-8288	45	22	for	for	ADP
ajema-8288	45	23	predictive	predictive	ADJ
ajema-8288	45	24	maintenance	maintenance	NOUN
ajema-8288	45	25	.	.	PUNCT
ajema-8288	46	1	➢	➢	NOUN
ajema-8288	46	2	as	as	ADP
ajema-8288	46	3	a	a	DET
ajema-8288	46	4	part	part	NOUN
ajema-8288	46	5	of	of	ADP
ajema-8288	46	6	this	this	DET
ajema-8288	46	7	investigation	investigation	NOUN
ajema-8288	46	8	research	research	VERB
ajema-8288	46	9	the	the	DET
ajema-8288	46	10	ways	way	NOUN
ajema-8288	46	11	machine	machine	NOUN
ajema-8288	46	12	learning	learning	NOUN
ajema-8288	46	13	and	and	CCONJ
ajema-8288	46	14	ai	ai	VERB
ajema-8288	46	15	technologies	technology	NOUN
ajema-8288	46	16	optimize	optimize	VERB
ajema-8288	46	17	industrial	industrial	ADJ
ajema-8288	46	18	production	production	NOUN
ajema-8288	46	19	procedures	procedure	NOUN
ajema-8288	46	20	.	.	PUNCT
ajema-8288	47	1	➢	➢	VERB
ajema-8288	47	2	the	the	DET
ajema-8288	47	3	research	research	NOUN
ajema-8288	47	4	examines	examine	VERB
ajema-8288	47	5	the	the	DET
ajema-8288	47	6	hurdles	hurdle	NOUN
ajema-8288	47	7	and	and	CCONJ
ajema-8288	47	8	barriers	barrier	NOUN
ajema-8288	47	9	which	which	PRON
ajema-8288	47	10	emerge	emerge	VERB
ajema-8288	47	11	when	when	SCONJ
ajema-8288	47	12	assimilating	assimilate	VERB
ajema-8288	47	13	automation	automation	NOUN
ajema-8288	47	14	into	into	ADP
ajema-8288	47	15	electrical	electrical	ADJ
ajema-8288	47	16	machines	machine	NOUN
ajema-8288	47	17	[	[	X
ajema-8288	47	18	8	8	NUM
ajema-8288	47	19	]	]	PUNCT
ajema-8288	47	20	.	.	PUNCT
ajema-8288	48	1	➢	➢	VERB
ajema-8288	48	2	the	the	DET
ajema-8288	48	3	possibility	possibility	NOUN
ajema-8288	48	4	of	of	ADP
ajema-8288	48	5	advanced	advanced	ADJ
ajema-8288	48	6	automation	automation	NOUN
ajema-8288	48	7	systems	system	NOUN
ajema-8288	48	8	in	in	ADP
ajema-8288	48	9	manufacturing	manufacturing	NOUN
ajema-8288	48	10	will	will	AUX
ajema-8288	48	11	be	be	AUX
ajema-8288	48	12	investigated	investigate	VERB
ajema-8288	48	13	.	.	PUNCT
ajema-8288	49	1	➢	➢	VERB
ajema-8288	49	2	the	the	DET
ajema-8288	49	3	research	research	NOUN
ajema-8288	49	4	provides	provide	VERB
ajema-8288	49	5	recommendations	recommendation	NOUN
ajema-8288	49	6	to	to	ADP
ajema-8288	49	7	businesses	business	NOUN
ajema-8288	49	8	about	about	ADP
ajema-8288	49	9	how	how	SCONJ
ajema-8288	49	10	they	they	PRON
ajema-8288	49	11	can	can	AUX
ajema-8288	49	12	implement	implement	VERB
ajema-8288	49	13	automation	automation	NOUN
ajema-8288	49	14	in	in	ADP
ajema-8288	49	15	their	their	PRON
ajema-8288	49	16	supply	supply	NOUN
ajema-8288	49	17	chain	chain	NOUN
ajema-8288	49	18	systems	system	NOUN
ajema-8288	49	19	.	.	PUNCT
ajema-8288	50	1	1.5	1.5	NUM
ajema-8288	50	2	research	research	NOUN
ajema-8288	50	3	questions	question	NOUN
ajema-8288	50	4	1	1	NUM
ajema-8288	50	5	.	.	NOUN
ajema-8288	50	6	which	which	PRON
ajema-8288	50	7	manufacturing	manufacturing	NOUN
ajema-8288	50	8	aspects	aspect	NOUN
ajema-8288	50	9	improve	improve	VERB
ajema-8288	50	10	due	due	ADJ
ajema-8288	50	11	to	to	ADP
ajema-8288	50	12	automation	automation	NOUN
ajema-8288	50	13	within	within	ADP
ajema-8288	50	14	the	the	DET
ajema-8288	50	15	supply	supply	NOUN
ajema-8288	50	16	chain	chain	NOUN
ajema-8288	50	17	management	management	NOUN
ajema-8288	50	18	process	process	NOUN
ajema-8288	50	19	?	?	PUNCT
ajema-8288	51	1	2	2	X
ajema-8288	51	2	.	.	X
ajema-8288	51	3	manufacturers	manufacturer	NOUN
ajema-8288	51	4	encounter	encounter	VERB
ajema-8288	51	5	what	what	PRON
ajema-8288	51	6	main	main	ADJ
ajema-8288	51	7	benefits	benefit	NOUN
ajema-8288	51	8	and	and	CCONJ
ajema-8288	51	9	obstacles	obstacle	NOUN
ajema-8288	51	10	emerge	emerge	VERB
ajema-8288	51	11	when	when	SCONJ
ajema-8288	51	12	they	they	PRON
ajema-8288	51	13	implement	implement	VERB
ajema-8288	51	14	automated	automate	VERB
ajema-8288	51	15	electrical	electrical	ADJ
ajema-8288	51	16	machines	machine	NOUN
ajema-8288	51	17	into	into	ADP
ajema-8288	51	18	their	their	PRON
ajema-8288	51	19	production	production	NOUN
ajema-8288	51	20	process	process	NOUN
ajema-8288	51	21	?	?	PUNCT
ajema-8288	52	1	3	3	X
ajema-8288	52	2	.	.	NOUN
ajema-8288	52	3	which	which	DET
ajema-8288	52	4	predictive	predictive	ADJ
ajema-8288	52	5	analysis	analysis	NOUN
ajema-8288	52	6	could	could	AUX
ajema-8288	52	7	be	be	AUX
ajema-8288	52	8	generated	generate	VERB
ajema-8288	52	9	by	by	ADP
ajema-8288	52	10	machine	machine	NOUN
ajema-8288	52	11	learning	learning	NOUN
ajema-8288	52	12	-	-	PUNCT
ajema-8288	52	13	based	base	VERB
ajema-8288	52	14	analytics	analytic	NOUN
ajema-8288	52	15	in	in	ADP
ajema-8288	52	16	manufacturing	manufacturing	NOUN
ajema-8288	52	17	automation	automation	NOUN
ajema-8288	52	18	?	?	PUNCT
ajema-8288	53	1	4	4	X
ajema-8288	53	2	.	.	X
ajema-8288	54	1	what	what	DET
ajema-8288	54	2	strategies	strategy	NOUN
ajema-8288	54	3	enable	enable	VERB
ajema-8288	54	4	businesses	business	NOUN
ajema-8288	54	5	to	to	PART
ajema-8288	54	6	use	use	VERB
ajema-8288	54	7	automation	automation	NOUN
ajema-8288	54	8	for	for	ADP
ajema-8288	54	9	improving	improve	VERB
ajema-8288	54	10	sustainability	sustainability	NOUN
ajema-8288	54	11	and	and	CCONJ
ajema-8288	54	12	lower	low	ADJ
ajema-8288	54	13	operational	operational	ADJ
ajema-8288	54	14	costs	cost	NOUN
ajema-8288	54	15	in	in	ADP
ajema-8288	54	16	industrial	industrial	ADJ
ajema-8288	54	17	supply	supply	NOUN
ajema-8288	54	18	chain	chain	NOUN
ajema-8288	54	19	systems	system	NOUN
ajema-8288	54	20	?	?	PUNCT
ajema-8288	55	1	2	2	X
ajema-8288	55	2	.	.	X
ajema-8288	55	3	literature	literature	NOUN
ajema-8288	55	4	review	review	VERB
ajema-8288	55	5	modern	modern	ADJ
ajema-8288	55	6	manufacturing	manufacturing	NOUN
ajema-8288	55	7	has	have	AUX
ajema-8288	55	8	undergone	undergo	VERB
ajema-8288	55	9	a	a	DET
ajema-8288	55	10	revolutionary	revolutionary	ADJ
ajema-8288	55	11	shift	shift	NOUN
ajema-8288	55	12	through	through	ADP
ajema-8288	55	13	automation	automation	NOUN
ajema-8288	55	14	because	because	SCONJ
ajema-8288	55	15	it	it	PRON
ajema-8288	55	16	delivers	deliver	VERB
ajema-8288	55	17	enhanced	enhanced	ADJ
ajema-8288	55	18	supply	supply	NOUN
ajema-8288	55	19	chain	chain	NOUN
ajema-8288	55	20	management	management	NOUN
ajema-8288	55	21	capabilities	capability	NOUN
ajema-8288	55	22	through	through	ADP
ajema-8288	55	23	better	well	ADJ
ajema-8288	55	24	efficiency	efficiency	NOUN
ajema-8288	55	25	and	and	CCONJ
ajema-8288	55	26	reduced	reduced	ADJ
ajema-8288	55	27	costs	cost	NOUN
ajema-8288	55	28	as	as	ADV
ajema-8288	55	29	well	well	ADV
ajema-8288	55	30	as	as	ADP
ajema-8288	55	31	prediction	prediction	NOUN
ajema-8288	55	32	analytics	analytic	NOUN
ajema-8288	55	33	.	.	PUNCT
ajema-8288	56	1	research	research	NOUN
ajema-8288	56	2	currently	currently	ADV
ajema-8288	56	3	demonstrates	demonstrate	VERB
ajema-8288	56	4	that	that	SCONJ
ajema-8288	56	5	robotics	robotic	NOUN
ajema-8288	56	6	with	with	ADP
ajema-8288	56	7	artificial	artificial	ADJ
ajema-8288	56	8	intelligence	intelligence	NOUN
ajema-8288	56	9	and	and	CCONJ
ajema-8288	56	10	iot	iot	PROPN
ajema-8288	56	11	systems	system	NOUN
ajema-8288	56	12	have	have	AUX
ajema-8288	56	13	enabled	enable	VERB
ajema-8288	56	14	production	production	NOUN
ajema-8288	56	15	process	process	NOUN
ajema-8288	56	16	enhancements	enhancement	NOUN
ajema-8288	56	17	which	which	PRON
ajema-8288	56	18	produce	produce	VERB
ajema-8288	56	19	shorter	short	ADJ
ajema-8288	56	20	downtimes	downtime	NOUN
ajema-8288	57	1	[	[	X
ajema-8288	57	2	9	9	NUM
ajema-8288	57	3	]	]	PUNCT
ajema-8288	57	4	.	.	PUNCT
ajema-8288	58	1	automated	automate	VERB
ajema-8288	58	2	systems	system	NOUN
ajema-8288	58	3	achieved	achieve	VERB
ajema-8288	58	4	their	their	PRON
ajema-8288	58	5	next	next	ADJ
ajema-8288	58	6	evolution	evolution	NOUN
ajema-8288	58	7	through	through	ADP
ajema-8288	58	8	industry	industry	NOUN
ajema-8288	58	9	4.0	4.0	NUM
ajema-8288	58	10	by	by	ADP
ajema-8288	58	11	adding	add	VERB
ajema-8288	58	12	intelligent	intelligent	ADJ
ajema-8288	58	13	technological	technological	ADJ
ajema-8288	58	14	features	feature	NOUN
ajema-8288	58	15	which	which	PRON
ajema-8288	58	16	improved	improve	VERB
ajema-8288	58	17	operational	operational	ADJ
ajema-8288	58	18	decision	decision	NOUN
ajema-8288	58	19	capabilities	capability	NOUN
ajema-8288	58	20	.	.	PUNCT
ajema-8288	59	1	multiple	multiple	ADJ
ajema-8288	59	2	research	research	NOUN
ajema-8288	59	3	studies	study	NOUN
ajema-8288	59	4	show	show	VERB
ajema-8288	59	5	that	that	SCONJ
ajema-8288	59	6	automation	automation	NOUN
ajema-8288	59	7	technology	technology	NOUN
ajema-8288	59	8	delivers	deliver	VERB
ajema-8288	59	9	double	double	ADJ
ajema-8288	59	10	benefits	benefit	NOUN
ajema-8288	59	11	by	by	ADP
ajema-8288	59	12	decreasing	decrease	VERB
ajema-8288	59	13	production	production	NOUN
ajema-8288	59	14	flaws	flaw	NOUN
ajema-8288	59	15	alongside	alongside	ADP
ajema-8288	59	16	enhancing	enhance	VERB
ajema-8288	59	17	instant	instant	ADJ
ajema-8288	59	18	supply	supply	NOUN
ajema-8288	59	19	chain	chain	NOUN
ajema-8288	59	20	surveillance	surveillance	NOUN
ajema-8288	60	1	[	[	X
ajema-8288	60	2	10	10	NUM
ajema-8288	60	3	]	]	PUNCT
ajema-8288	60	4	.	.	PUNCT
ajema-8288	61	1	numerous	numerous	ADJ
ajema-8288	61	2	doubts	doubt	NOUN
ajema-8288	61	3	regarding	regard	VERB
ajema-8288	61	4	job	job	NOUN
ajema-8288	61	5	losses	loss	NOUN
ajema-8288	61	6	,	,	PUNCT
ajema-8288	61	7	vulnerable	vulnerable	ADJ
ajema-8288	61	8	cybersecurity	cybersecurity	NOUN
ajema-8288	61	9	systems	system	NOUN
ajema-8288	61	10	and	and	CCONJ
ajema-8288	61	11	complex	complex	ADJ
ajema-8288	61	12	infrastructure	infrastructure	NOUN
ajema-8288	61	13	expenses	expense	NOUN
ajema-8288	61	14	continue	continue	VERB
ajema-8288	61	15	to	to	PART
ajema-8288	61	16	exist	exist	VERB
ajema-8288	61	17	.	.	PUNCT
ajema-8288	62	1	this	this	DET
ajema-8288	62	2	article	article	NOUN
ajema-8288	62	3	investigates	investigate	VERB
ajema-8288	62	4	the	the	DET
ajema-8288	62	5	systematic	systematic	ADJ
ajema-8288	62	6	development	development	NOUN
ajema-8288	62	7	of	of	ADP
ajema-8288	62	8	automated	automate	VERB
ajema-8288	62	9	electrical	electrical	ADJ
ajema-8288	62	10	machines	machine	NOUN
ajema-8288	62	11	along	along	ADP
ajema-8288	62	12	with	with	ADP
ajema-8288	62	13	their	their	PRON
ajema-8288	62	14	fundamental	fundamental	ADJ
ajema-8288	62	15	technologies	technology	NOUN
ajema-8288	62	16	and	and	CCONJ
ajema-8288	62	17	supply	supply	NOUN
ajema-8288	62	18	chain	chain	NOUN
ajema-8288	62	19	optimization	optimization	NOUN
ajema-8288	62	20	and	and	CCONJ
ajema-8288	62	21	ethical	ethical	ADJ
ajema-8288	62	22	hurdles	hurdle	NOUN
ajema-8288	62	23	in	in	ADP
ajema-8288	62	24	automated	automate	VERB
ajema-8288	62	25	systems	system	NOUN
ajema-8288	62	26	.	.	PUNCT
ajema-8288	63	1	2.1	2.1	NUM
ajema-8288	63	2	evolution	evolution	NOUN
ajema-8288	63	3	of	of	ADP
ajema-8288	63	4	automation	automation	NOUN
ajema-8288	63	5	in	in	ADP
ajema-8288	63	6	manufacturing	manufacture	VERB
ajema-8288	63	7	the	the	DET
ajema-8288	63	8	development	development	NOUN
ajema-8288	63	9	of	of	ADP
ajema-8288	63	10	industrial	industrial	ADJ
ajema-8288	63	11	automation	automation	NOUN
ajema-8288	63	12	progressed	progress	VERB
ajema-8288	63	13	according	accord	VERB
ajema-8288	63	14	to	to	ADP
ajema-8288	63	15	different	different	ADJ
ajema-8288	63	16	technological	technological	ADJ
ajema-8288	63	17	developments	development	NOUN
ajema-8288	63	18	starting	start	VERB
ajema-8288	63	19	from	from	ADP
ajema-8288	63	20	the	the	DET
ajema-8288	63	21	mechanized	mechanized	ADJ
ajema-8288	63	22	production	production	NOUN
ajema-8288	63	23	systems	system	NOUN
ajema-8288	63	24	of	of	ADP
ajema-8288	63	25	the	the	DET
ajema-8288	63	26	first	first	ADJ
ajema-8288	63	27	industrial	industrial	ADJ
ajema-8288	63	28	revolution	revolution	NOUN
ajema-8288	63	29	period	period	NOUN
ajema-8288	63	30	.	.	PUNCT
ajema-8288	64	1	assembly	assembly	NOUN
ajema-8288	64	2	lines	line	NOUN
ajema-8288	64	3	together	together	ADV
ajema-8288	64	4	with	with	ADP
ajema-8288	64	5	mass	mass	ADJ
ajema-8288	64	6	production	production	NOUN
ajema-8288	64	7	methods	method	NOUN
ajema-8288	64	8	became	become	VERB
ajema-8288	64	9	dominant	dominant	ADJ
ajema-8288	64	10	manufacturing	manufacture	VERB
ajema-8288	64	11	56	56	NUM
ajema-8288	64	12	journal	journal	NOUN
ajema-8288	64	13	of	of	ADP
ajema-8288	64	14	engineering	engineering	NOUN
ajema-8288	64	15	,	,	PUNCT
ajema-8288	64	16	mechanics	mechanic	NOUN
ajema-8288	64	17	and	and	CCONJ
ajema-8288	64	18	architecture	architecture	NOUN
ajema-8288	64	19	www	www	NOUN
ajema-8288	64	20	.	.	PUNCT
ajema-8288	65	1	grnjournal.us	grnjournal.us	X
ajema-8288	65	2	methods	method	NOUN
ajema-8288	65	3	when	when	SCONJ
ajema-8288	65	4	they	they	PRON
ajema-8288	65	5	emerged	emerge	VERB
ajema-8288	65	6	during	during	ADP
ajema-8288	65	7	the	the	DET
ajema-8288	65	8	early	early	ADJ
ajema-8288	65	9	part	part	NOUN
ajema-8288	65	10	of	of	ADP
ajema-8288	65	11	the	the	DET
ajema-8288	65	12	twentieth	twentieth	ADJ
ajema-8288	65	13	century	century	NOUN
ajema-8288	65	14	.	.	PUNCT
ajema-8288	66	1	programmable	programmable	ADJ
ajema-8288	66	2	logic	logic	NOUN
ajema-8288	66	3	controllers	controller	NOUN
ajema-8288	66	4	(	(	PUNCT
ajema-8288	66	5	plcs	plcs	NOUN
ajema-8288	66	6	)	)	PUNCT
ajema-8288	66	7	emerged	emerge	VERB
ajema-8288	66	8	during	during	ADP
ajema-8288	66	9	the	the	DET
ajema-8288	66	10	1960s	1960	NOUN
ajema-8288	66	11	to	to	PART
ajema-8288	66	12	deliver	deliver	VERB
ajema-8288	66	13	exact	exact	ADJ
ajema-8288	66	14	control	control	NOUN
ajema-8288	66	15	systems	system	NOUN
ajema-8288	66	16	which	which	PRON
ajema-8288	66	17	cut	cut	VERB
ajema-8288	66	18	down	down	ADP
ajema-8288	66	19	human	human	ADJ
ajema-8288	66	20	involvement	involvement	NOUN
ajema-8288	66	21	in	in	ADP
ajema-8288	66	22	industrial	industrial	ADJ
ajema-8288	66	23	operations	operation	NOUN
ajema-8288	66	24	[	[	X
ajema-8288	66	25	11	11	NUM
ajema-8288	66	26	]	]	PUNCT
ajema-8288	66	27	.	.	PUNCT
ajema-8288	67	1	industry	industry	NOUN
ajema-8288	67	2	4.0	4.0	NUM
ajema-8288	67	3	transformed	transform	VERB
ajema-8288	67	4	automation	automation	NOUN
ajema-8288	67	5	by	by	ADP
ajema-8288	67	6	uniting	unite	VERB
ajema-8288	67	7	expressions	expression	NOUN
ajema-8288	67	8	from	from	ADP
ajema-8288	67	9	cyber	cyber	ADJ
ajema-8288	67	10	-	-	PUNCT
ajema-8288	67	11	physical	physical	ADJ
ajema-8288	67	12	systems	system	NOUN
ajema-8288	67	13	with	with	ADP
ajema-8288	67	14	artificial	artificial	ADJ
ajema-8288	67	15	intelligence	intelligence	NOUN
ajema-8288	67	16	technology	technology	NOUN
ajema-8288	67	17	as	as	ADV
ajema-8288	67	18	well	well	ADV
ajema-8288	67	19	as	as	ADP
ajema-8288	67	20	data	datum	NOUN
ajema-8288	67	21	analytical	analytical	ADJ
ajema-8288	67	22	methods	method	NOUN
ajema-8288	67	23	.	.	PUNCT
ajema-8288	68	1	industrial	industrial	ADJ
ajema-8288	68	2	facilities	facility	NOUN
ajema-8288	68	3	apply	apply	VERB
ajema-8288	68	4	internet	internet	NOUN
ajema-8288	68	5	-	-	PUNCT
ajema-8288	68	6	enabled	enable	VERB
ajema-8288	68	7	detectors	detector	NOUN
ajema-8288	68	8	alongside	alongside	ADP
ajema-8288	68	9	real	real	ADJ
ajema-8288	68	10	-	-	PUNCT
ajema-8288	68	11	time	time	NOUN
ajema-8288	68	12	information	information	NOUN
ajema-8288	68	13	processing	processing	NOUN
ajema-8288	68	14	and	and	CCONJ
ajema-8288	68	15	self	self	NOUN
ajema-8288	68	16	-	-	PUNCT
ajema-8288	68	17	operating	operate	VERB
ajema-8288	68	18	technology	technology	NOUN
ajema-8288	68	19	to	to	PART
ajema-8288	68	20	advance	advance	VERB
ajema-8288	68	21	supply	supply	NOUN
ajema-8288	68	22	chain	chain	NOUN
ajema-8288	68	23	activities	activity	NOUN
ajema-8288	68	24	.	.	PUNCT
ajema-8288	69	1	automation	automation	NOUN
ajema-8288	69	2	through	through	ADP
ajema-8288	69	3	these	these	DET
ajema-8288	69	4	new	new	ADJ
ajema-8288	69	5	methods	method	NOUN
ajema-8288	69	6	leads	lead	VERB
ajema-8288	69	7	businesses	business	NOUN
ajema-8288	69	8	to	to	ADP
ajema-8288	69	9	higher	high	ADJ
ajema-8288	69	10	operational	operational	ADJ
ajema-8288	69	11	output	output	NOUN
ajema-8288	69	12	joined	join	VERB
ajema-8288	69	13	by	by	ADP
ajema-8288	69	14	reduced	reduced	ADJ
ajema-8288	69	15	costs	cost	NOUN
ajema-8288	69	16	and	and	CCONJ
ajema-8288	69	17	optimized	optimize	VERB
ajema-8288	69	18	supply	supply	NOUN
ajema-8288	69	19	networks	network	NOUN
ajema-8288	69	20	[	[	X
ajema-8288	69	21	12	12	NUM
ajema-8288	69	22	]	]	PUNCT
ajema-8288	69	23	.	.	PUNCT
ajema-8288	70	1	computerized	computerized	ADJ
ajema-8288	70	2	systems	system	NOUN
ajema-8288	70	3	today	today	NOUN
ajema-8288	70	4	use	use	VERB
ajema-8288	70	5	predictive	predictive	ADJ
ajema-8288	70	6	maintenance	maintenance	NOUN
ajema-8288	70	7	that	that	PRON
ajema-8288	70	8	improves	improve	VERB
ajema-8288	70	9	both	both	PRON
ajema-8288	70	10	operational	operational	ADJ
ajema-8288	70	11	reliability	reliability	NOUN
ajema-8288	70	12	rates	rate	NOUN
ajema-8288	70	13	and	and	CCONJ
ajema-8288	70	14	minimizes	minimize	VERB
ajema-8288	70	15	downtime	downtime	NOUN
ajema-8288	70	16	for	for	ADP
ajema-8288	70	17	production	production	NOUN
ajema-8288	70	18	systems	system	NOUN
ajema-8288	70	19	.	.	PUNCT
ajema-8288	71	1	industrial	industrial	ADJ
ajema-8288	71	2	revolution	revolution	PROPN
ajema-8288	71	3	through	through	ADP
ajema-8288	71	4	automation	automation	NOUN
ajema-8288	71	5	brings	bring	VERB
ajema-8288	71	6	these	these	DET
ajema-8288	71	7	significant	significant	ADJ
ajema-8288	71	8	problems	problem	NOUN
ajema-8288	71	9	to	to	ADP
ajema-8288	71	10	industry	industry	NOUN
ajema-8288	71	11	operations	operation	NOUN
ajema-8288	71	12	but	but	CCONJ
ajema-8288	71	13	it	it	PRON
ajema-8288	71	14	revolutionizes	revolutionize	VERB
ajema-8288	71	15	existing	exist	VERB
ajema-8288	71	16	manufacturing	manufacturing	NOUN
ajema-8288	71	17	processes	process	NOUN
ajema-8288	71	18	.	.	PUNCT
ajema-8288	72	1	even	even	ADV
ajema-8288	72	2	though	though	SCONJ
ajema-8288	72	3	smart	smart	ADJ
ajema-8288	72	4	automation	automation	NOUN
ajema-8288	72	5	solutions	solution	NOUN
ajema-8288	72	6	are	be	AUX
ajema-8288	72	7	more	more	ADV
ajema-8288	72	8	widely	widely	ADV
ajema-8288	72	9	used	use	VERB
ajema-8288	72	10	they	they	PRON
ajema-8288	72	11	are	be	AUX
ajema-8288	72	12	reshaping	reshape	VERB
ajema-8288	72	13	the	the	DET
ajema-8288	72	14	path	path	NOUN
ajema-8288	72	15	towards	towards	ADP
ajema-8288	72	16	industrial	industrial	ADJ
ajema-8288	72	17	advancement	advancement	NOUN
ajema-8288	72	18	.	.	PUNCT
ajema-8288	73	1	2.2	2.2	NUM
ajema-8288	73	2	theoretical	theoretical	ADJ
ajema-8288	73	3	foundations	foundation	NOUN
ajema-8288	73	4	of	of	ADP
ajema-8288	73	5	automation	automation	NOUN
ajema-8288	73	6	in	in	ADP
ajema-8288	73	7	supply	supply	NOUN
ajema-8288	73	8	chain	chain	NOUN
ajema-8288	73	9	management	management	NOUN
ajema-8288	73	10	the	the	DET
ajema-8288	73	11	theoretical	theoretical	ADJ
ajema-8288	73	12	foundations	foundation	NOUN
ajema-8288	73	13	supporting	support	VERB
ajema-8288	73	14	supply	supply	NOUN
ajema-8288	73	15	chain	chain	NOUN
ajema-8288	73	16	automation	automation	NOUN
ajema-8288	73	17	consist	consist	NOUN
ajema-8288	73	18	of	of	ADP
ajema-8288	73	19	lean	lean	ADJ
ajema-8288	73	20	manufacturing	manufacturing	NOUN
ajema-8288	73	21	as	as	ADV
ajema-8288	73	22	well	well	ADV
ajema-8288	73	23	as	as	ADP
ajema-8288	73	24	just	just	ADV
ajema-8288	73	25	-	-	PUNCT
ajema-8288	73	26	in	in	ADP
ajema-8288	73	27	-	-	PUNCT
ajema-8288	73	28	time	time	NOUN
ajema-8288	73	29	(	(	PUNCT
ajema-8288	73	30	jit	jit	PROPN
ajema-8288	73	31	)	)	PUNCT
ajema-8288	73	32	and	and	CCONJ
ajema-8288	73	33	the	the	DET
ajema-8288	73	34	theory	theory	NOUN
ajema-8288	73	35	of	of	ADP
ajema-8288	73	36	constraints	constraint	NOUN
ajema-8288	73	37	.	.	PUNCT
ajema-8288	74	1	the	the	DET
ajema-8288	74	2	core	core	ADJ
ajema-8288	74	3	principle	principle	NOUN
ajema-8288	74	4	of	of	ADP
ajema-8288	74	5	lean	lean	ADJ
ajema-8288	74	6	manufacturing	manufacturing	NOUN
ajema-8288	74	7	consists	consist	VERB
ajema-8288	74	8	of	of	ADP
ajema-8288	74	9	reducing	reduce	VERB
ajema-8288	74	10	unnecessary	unnecessary	ADJ
ajema-8288	74	11	wastefulness	wastefulness	NOUN
ajema-8288	74	12	in	in	ADP
ajema-8288	74	13	operations	operation	NOUN
ajema-8288	74	14	alongside	alongside	ADP
ajema-8288	74	15	optimizing	optimize	VERB
ajema-8288	74	16	resource	resource	NOUN
ajema-8288	74	17	usage	usage	NOUN
ajema-8288	74	18	for	for	ADP
ajema-8288	74	19	efficient	efficient	ADJ
ajema-8288	74	20	operations	operation	NOUN
ajema-8288	74	21	[	[	X
ajema-8288	74	22	13	13	NUM
ajema-8288	74	23	]	]	PUNCT
ajema-8288	74	24	.	.	PUNCT
ajema-8288	75	1	continuous	continuous	ADJ
ajema-8288	75	2	production	production	NOUN
ajema-8288	75	3	and	and	CCONJ
ajema-8288	75	4	minimal	minimal	ADJ
ajema-8288	75	5	inventory	inventory	NOUN
ajema-8288	75	6	storage	storage	NOUN
ajema-8288	75	7	functions	function	NOUN
ajema-8288	75	8	accomplished	accomplish	VERB
ajema-8288	75	9	through	through	ADP
ajema-8288	75	10	jit	jit	PROPN
ajema-8288	75	11	lead	lead	NOUN
ajema-8288	75	12	to	to	ADP
ajema-8288	75	13	reduced	reduce	VERB
ajema-8288	75	14	inventory	inventory	NOUN
ajema-8288	75	15	costs	cost	NOUN
ajema-8288	75	16	while	while	SCONJ
ajema-8288	75	17	ensuring	ensure	VERB
ajema-8288	75	18	better	well	ADJ
ajema-8288	75	19	market	market	NOUN
ajema-8288	75	20	response	response	NOUN
ajema-8288	75	21	capabilities	capability	NOUN
ajema-8288	75	22	.	.	PUNCT
ajema-8288	76	1	supply	supply	NOUN
ajema-8288	76	2	chain	chain	NOUN
ajema-8288	76	3	bottlenecks	bottleneck	NOUN
ajema-8288	76	4	identified	identify	VERB
ajema-8288	76	5	by	by	ADP
ajema-8288	76	6	the	the	DET
ajema-8288	76	7	theory	theory	NOUN
ajema-8288	76	8	of	of	ADP
ajema-8288	76	9	constraints	constraint	NOUN
ajema-8288	76	10	lead	lead	VERB
ajema-8288	76	11	to	to	ADP
ajema-8288	76	12	specific	specific	ADJ
ajema-8288	76	13	approaches	approach	NOUN
ajema-8288	76	14	that	that	PRON
ajema-8288	76	15	both	both	PRON
ajema-8288	76	16	enhance	enhance	VERB
ajema-8288	76	17	operational	operational	ADJ
ajema-8288	76	18	speed	speed	NOUN
ajema-8288	76	19	and	and	CCONJ
ajema-8288	76	20	eliminate	eliminate	VERB
ajema-8288	76	21	operational	operational	ADJ
ajema-8288	76	22	deficiencies	deficiency	NOUN
ajema-8288	76	23	.	.	PUNCT
ajema-8288	77	1	all	all	DET
ajema-8288	77	2	these	these	DET
ajema-8288	77	3	theories	theory	NOUN
ajema-8288	77	4	serve	serve	VERB
ajema-8288	77	5	as	as	ADP
ajema-8288	77	6	the	the	DET
ajema-8288	77	7	groundwork	groundwork	NOUN
ajema-8288	77	8	for	for	ADP
ajema-8288	77	9	automating	automate	VERB
ajema-8288	77	10	electrical	electrical	ADJ
ajema-8288	77	11	machines	machine	NOUN
ajema-8288	77	12	to	to	PART
ajema-8288	77	13	boost	boost	VERB
ajema-8288	77	14	supply	supply	NOUN
ajema-8288	77	15	chain	chain	NOUN
ajema-8288	77	16	execution	execution	NOUN
ajema-8288	77	17	results	result	NOUN
ajema-8288	77	18	[	[	X
ajema-8288	77	19	14	14	NUM
ajema-8288	77	20	]	]	PUNCT
ajema-8288	77	21	.	.	PUNCT
ajema-8288	78	1	these	these	DET
ajema-8288	78	2	principles	principle	NOUN
ajema-8288	78	3	enable	enable	VERB
ajema-8288	78	4	automation	automation	NOUN
ajema-8288	78	5	systems	system	NOUN
ajema-8288	78	6	to	to	PART
ajema-8288	78	7	optimize	optimize	VERB
ajema-8288	78	8	production	production	NOUN
ajema-8288	78	9	process	process	NOUN
ajema-8288	78	10	flows	flow	VERB
ajema-8288	78	11	thus	thus	ADV
ajema-8288	78	12	cutting	cut	VERB
ajema-8288	78	13	down	down	ADP
ajema-8288	78	14	production	production	NOUN
ajema-8288	78	15	durations	duration	NOUN
ajema-8288	78	16	and	and	CCONJ
ajema-8288	78	17	delivering	deliver	VERB
ajema-8288	78	18	better	well	ADJ
ajema-8288	78	19	operational	operational	ADJ
ajema-8288	78	20	efficiency	efficiency	NOUN
ajema-8288	78	21	.	.	PUNCT
ajema-8288	79	1	these	these	DET
ajema-8288	79	2	frameworks	framework	NOUN
ajema-8288	79	3	lead	lead	VERB
ajema-8288	79	4	automation	automation	NOUN
ajema-8288	79	5	towards	towards	ADP
ajema-8288	79	6	becoming	become	VERB
ajema-8288	79	7	both	both	CCONJ
ajema-8288	79	8	an	an	DET
ajema-8288	79	9	organizational	organizational	ADJ
ajema-8288	79	10	strategic	strategic	ADJ
ajema-8288	79	11	element	element	NOUN
ajema-8288	79	12	and	and	CCONJ
ajema-8288	79	13	a	a	DET
ajema-8288	79	14	continuous	continuous	ADJ
ajema-8288	79	15	improvement	improvement	NOUN
ajema-8288	79	16	methodology	methodology	NOUN
ajema-8288	79	17	.	.	PUNCT
ajema-8288	80	1	theoretical	theoretical	ADJ
ajema-8288	80	2	understanding	understanding	NOUN
ajema-8288	80	3	serves	serve	VERB
ajema-8288	80	4	as	as	ADP
ajema-8288	80	5	a	a	DET
ajema-8288	80	6	fundamental	fundamental	ADJ
ajema-8288	80	7	principle	principle	NOUN
ajema-8288	80	8	for	for	ADP
ajema-8288	80	9	automated	automate	VERB
ajema-8288	80	10	system	system	NOUN
ajema-8288	80	11	implementation	implementation	NOUN
ajema-8288	80	12	which	which	PRON
ajema-8288	80	13	results	result	VERB
ajema-8288	80	14	in	in	ADP
ajema-8288	80	15	higher	high	ADJ
ajema-8288	80	16	supply	supply	NOUN
ajema-8288	80	17	chain	chain	NOUN
ajema-8288	80	18	resilience	resilience	NOUN
ajema-8288	80	19	as	as	ADV
ajema-8288	80	20	well	well	ADV
ajema-8288	80	21	as	as	ADP
ajema-8288	80	22	productivity	productivity	NOUN
ajema-8288	80	23	levels	level	NOUN
ajema-8288	80	24	.	.	PUNCT
ajema-8288	81	1	2.3	2.3	NUM
ajema-8288	81	2	technological	technological	ADJ
ajema-8288	81	3	advancements	advancement	NOUN
ajema-8288	81	4	in	in	ADP
ajema-8288	81	5	automation	automation	NOUN
ajema-8288	81	6	automation	automation	NOUN
ajema-8288	81	7	technologies	technology	NOUN
ajema-8288	81	8	have	have	AUX
ajema-8288	81	9	made	make	VERB
ajema-8288	81	10	substantial	substantial	ADJ
ajema-8288	81	11	modifications	modification	NOUN
ajema-8288	81	12	to	to	PART
ajema-8288	81	13	supply	supply	VERB
ajema-8288	81	14	chain	chain	NOUN
ajema-8288	81	15	activities	activity	NOUN
ajema-8288	81	16	in	in	ADP
ajema-8288	81	17	manufacturing	manufacturing	NOUN
ajema-8288	81	18	industries	industry	NOUN
ajema-8288	81	19	through	through	ADP
ajema-8288	81	20	recent	recent	ADJ
ajema-8288	81	21	developments	development	NOUN
ajema-8288	81	22	[	[	X
ajema-8288	81	23	15	15	NUM
ajema-8288	81	24	]	]	PUNCT
ajema-8288	81	25	.	.	PUNCT
ajema-8288	82	1	modern	modern	ADJ
ajema-8288	82	2	industrial	industrial	ADJ
ajema-8288	82	3	robots	robot	NOUN
ajema-8288	82	4	handle	handle	VERB
ajema-8288	82	5	high	high	ADJ
ajema-8288	82	6	-	-	PUNCT
ajema-8288	82	7	precision	precision	NOUN
ajema-8288	82	8	operations	operation	NOUN
ajema-8288	82	9	for	for	ADP
ajema-8288	82	10	electrical	electrical	ADJ
ajema-8288	82	11	machine	machine	NOUN
ajema-8288	82	12	production	production	NOUN
ajema-8288	82	13	which	which	PRON
ajema-8288	82	14	enhances	enhance	VERB
ajema-8288	82	15	both	both	DET
ajema-8288	82	16	efficiency	efficiency	NOUN
ajema-8288	82	17	and	and	CCONJ
ajema-8288	82	18	decreases	decrease	VERB
ajema-8288	82	19	human	human	ADJ
ajema-8288	82	20	worker	worker	NOUN
ajema-8288	82	21	involvement	involvement	NOUN
ajema-8288	82	22	.	.	PUNCT
ajema-8288	83	1	predictive	predictive	ADJ
ajema-8288	83	2	analytics	analytic	NOUN
ajema-8288	83	3	becomes	become	VERB
ajema-8288	83	4	more	more	ADV
ajema-8288	83	5	efficient	efficient	ADJ
ajema-8288	83	6	through	through	ADP
ajema-8288	83	7	artificial	artificial	ADJ
ajema-8288	83	8	intelligence	intelligence	NOUN
ajema-8288	83	9	(	(	PUNCT
ajema-8288	83	10	ai	ai	NOUN
ajema-8288	83	11	)	)	PUNCT
ajema-8288	83	12	and	and	CCONJ
ajema-8288	83	13	machine	machine	NOUN
ajema-8288	83	14	learning	learning	NOUN
ajema-8288	83	15	which	which	PRON
ajema-8288	83	16	optimize	optimize	VERB
ajema-8288	83	17	both	both	DET
ajema-8288	83	18	demand	demand	NOUN
ajema-8288	83	19	forecast	forecast	NOUN
ajema-8288	83	20	-	-	PUNCT
ajema-8288	83	21	making	make	VERB
ajema-8288	83	22	and	and	CCONJ
ajema-8288	83	23	decision	decision	NOUN
ajema-8288	83	24	-	-	PUNCT
ajema-8288	83	25	making	make	VERB
ajema-8288	83	26	processes	process	NOUN
ajema-8288	83	27	[	[	X
ajema-8288	83	28	16	16	NUM
ajema-8288	83	29	]	]	PUNCT
ajema-8288	83	30	.	.	PUNCT
ajema-8288	84	1	the	the	DET
ajema-8288	84	2	internet	internet	NOUN
ajema-8288	84	3	of	of	ADP
ajema-8288	84	4	things	thing	NOUN
ajema-8288	84	5	(	(	PUNCT
ajema-8288	84	6	iot	iot	NOUN
ajema-8288	84	7	)	)	PUNCT
ajema-8288	84	8	maintains	maintain	VERB
ajema-8288	84	9	real	real	ADJ
ajema-8288	84	10	-	-	PUNCT
ajema-8288	84	11	time	time	NOUN
ajema-8288	84	12	control	control	NOUN
ajema-8288	84	13	and	and	CCONJ
ajema-8288	84	14	data	datum	NOUN
ajema-8288	84	15	monitoring	monitoring	NOUN
ajema-8288	84	16	functions	function	NOUN
ajema-8288	84	17	to	to	PART
ajema-8288	84	18	achieve	achieve	VERB
ajema-8288	84	19	continuous	continuous	ADJ
ajema-8288	84	20	automated	automate	VERB
ajema-8288	84	21	system	system	NOUN
ajema-8288	84	22	connectivity	connectivity	NOUN
ajema-8288	84	23	.	.	PUNCT
ajema-8288	85	1	supply	supply	NOUN
ajema-8288	85	2	chain	chain	NOUN
ajema-8288	85	3	transparency	transparency	NOUN
ajema-8288	85	4	receives	receive	VERB
ajema-8288	85	5	enhancement	enhancement	NOUN
ajema-8288	85	6	through	through	ADP
ajema-8288	85	7	blockchain	blockchain	PROPN
ajema-8288	85	8	technology	technology	PROPN
ajema-8288	85	9	which	which	PRON
ajema-8288	85	10	enables	enable	VERB
ajema-8288	85	11	safe	safe	ADJ
ajema-8288	85	12	transaction	transaction	NOUN
ajema-8288	85	13	recordkeeping	recordkeeping	NOUN
ajema-8288	85	14	that	that	PRON
ajema-8288	85	15	remains	remain	VERB
ajema-8288	85	16	untamperable	untamperable	ADJ
ajema-8288	85	17	and	and	CCONJ
ajema-8288	85	18	builds	build	VERB
ajema-8288	85	19	trust	trust	NOUN
ajema-8288	85	20	and	and	CCONJ
ajema-8288	85	21	maintains	maintain	VERB
ajema-8288	85	22	accountability	accountability	NOUN
ajema-8288	85	23	.	.	PUNCT
ajema-8288	86	1	improved	improve	VERB
ajema-8288	86	2	coordination	coordination	NOUN
ajema-8288	86	3	results	result	NOUN
ajema-8288	86	4	from	from	ADP
ajema-8288	86	5	5	5	NUM
ajema-8288	86	6	g	g	NOUN
ajema-8288	86	7	and	and	CCONJ
ajema-8288	86	8	edge	edge	NOUN
ajema-8288	86	9	computing	computing	NOUN
ajema-8288	86	10	technology	technology	NOUN
ajema-8288	86	11	because	because	SCONJ
ajema-8288	86	12	these	these	DET
ajema-8288	86	13	systems	system	NOUN
ajema-8288	86	14	provide	provide	VERB
ajema-8288	86	15	accelerated	accelerate	VERB
ajema-8288	86	16	data	datum	NOUN
ajema-8288	86	17	processing	processing	NOUN
ajema-8288	86	18	and	and	CCONJ
ajema-8288	86	19	reduced	reduced	ADJ
ajema-8288	86	20	latency	latency	NOUN
ajema-8288	86	21	which	which	PRON
ajema-8288	86	22	improves	improve	VERB
ajema-8288	86	23	automated	automate	VERB
ajema-8288	86	24	system	system	NOUN
ajema-8288	86	25	communication	communication	NOUN
ajema-8288	86	26	[	[	X
ajema-8288	86	27	17	17	NUM
ajema-8288	86	28	]	]	PUNCT
ajema-8288	86	29	.	.	PUNCT
ajema-8288	87	1	through	through	ADP
ajema-8288	87	2	combined	combined	ADJ
ajema-8288	87	3	technological	technological	ADJ
ajema-8288	87	4	implementations	implementation	NOUN
ajema-8288	87	5	they	they	PRON
ajema-8288	87	6	boost	boost	VERB
ajema-8288	87	7	operational	operational	ADJ
ajema-8288	87	8	performance	performance	NOUN
ajema-8288	87	9	while	while	SCONJ
ajema-8288	87	10	decreasing	decrease	VERB
ajema-8288	87	11	system	system	NOUN
ajema-8288	87	12	breakdowns	breakdown	NOUN
ajema-8288	87	13	and	and	CCONJ
ajema-8288	87	14	achieving	achieve	VERB
ajema-8288	87	15	maximum	maximum	ADJ
ajema-8288	87	16	resource	resource	NOUN
ajema-8288	87	17	use	use	NOUN
ajema-8288	87	18	in	in	ADP
ajema-8288	87	19	supply	supply	NOUN
ajema-8288	87	20	chain	chain	NOUN
ajema-8288	87	21	networks	network	NOUN
ajema-8288	87	22	.	.	PUNCT
ajema-8288	88	1	businesses	business	NOUN
ajema-8288	88	2	which	which	PRON
ajema-8288	88	3	implement	implement	VERB
ajema-8288	88	4	automation	automation	NOUN
ajema-8288	88	5	-	-	PUNCT
ajema-8288	88	6	driven	drive	VERB
ajema-8288	88	7	solutions	solution	NOUN
ajema-8288	88	8	will	will	AUX
ajema-8288	88	9	enhance	enhance	VERB
ajema-8288	88	10	their	their	PRON
ajema-8288	88	11	operational	operational	ADJ
ajema-8288	88	12	scope	scope	NOUN
ajema-8288	88	13	while	while	SCONJ
ajema-8288	88	14	boosting	boost	VERB
ajema-8288	88	15	their	their	PRON
ajema-8288	88	16	reply	reply	NOUN
ajema-8288	88	17	time	time	NOUN
ajema-8288	88	18	and	and	CCONJ
ajema-8288	88	19	supply	supply	NOUN
ajema-8288	88	20	chain	chain	NOUN
ajema-8288	88	21	durability	durability	NOUN
ajema-8288	88	22	for	for	ADP
ajema-8288	88	23	better	well	ADJ
ajema-8288	88	24	market	market	NOUN
ajema-8288	88	25	competitiveness	competitiveness	NOUN
ajema-8288	88	26	in	in	ADP
ajema-8288	88	27	contemporary	contemporary	ADJ
ajema-8288	88	28	manufacturing	manufacturing	NOUN
ajema-8288	88	29	domains	domain	NOUN
ajema-8288	88	30	.	.	PUNCT
ajema-8288	89	1	2.4	2.4	NUM
ajema-8288	89	2	key	key	ADJ
ajema-8288	89	3	technologies	technology	NOUN
ajema-8288	89	4	in	in	ADP
ajema-8288	89	5	automation	automation	NOUN
ajema-8288	89	6	the	the	DET
ajema-8288	89	7	implementation	implementation	NOUN
ajema-8288	89	8	of	of	ADP
ajema-8288	89	9	manufacturing	manufacturing	NOUN
ajema-8288	89	10	automation	automation	NOUN
ajema-8288	89	11	depends	depend	VERB
ajema-8288	89	12	on	on	ADP
ajema-8288	89	13	various	various	ADJ
ajema-8288	89	14	leading	leading	ADJ
ajema-8288	89	15	-	-	PUNCT
ajema-8288	89	16	edge	edge	NOUN
ajema-8288	89	17	technologies	technology	NOUN
ajema-8288	89	18	which	which	PRON
ajema-8288	89	19	collectively	collectively	ADV
ajema-8288	89	20	improve	improve	VERB
ajema-8288	89	21	operational	operational	ADJ
ajema-8288	89	22	precision	precision	NOUN
ajema-8288	89	23	and	and	CCONJ
ajema-8288	89	24	efficiency	efficiency	NOUN
ajema-8288	89	25	for	for	ADP
ajema-8288	89	26	the	the	DET
ajema-8288	89	27	industry	industry	NOUN
ajema-8288	89	28	.	.	PUNCT
ajema-8288	90	1	57	57	NUM
ajema-8288	90	2	journal	journal	NOUN
ajema-8288	90	3	of	of	ADP
ajema-8288	90	4	engineering	engineering	NOUN
ajema-8288	90	5	,	,	PUNCT
ajema-8288	90	6	mechanics	mechanic	NOUN
ajema-8288	90	7	and	and	CCONJ
ajema-8288	90	8	architecture	architecture	NOUN
ajema-8288	90	9	www	www	NOUN
ajema-8288	90	10	.	.	PUNCT
ajema-8288	91	1	grnjournal.us	grnjournal.us	X
ajema-8288	91	2	2.4.1	2.4.1	NUM
ajema-8288	91	3	robotics	robotic	NOUN
ajema-8288	91	4	and	and	CCONJ
ajema-8288	91	5	autonomous	autonomous	ADJ
ajema-8288	91	6	systems	system	NOUN
ajema-8288	91	7	industrial	industrial	ADJ
ajema-8288	91	8	robots	robot	NOUN
ajema-8288	91	9	form	form	VERB
ajema-8288	91	10	a	a	DET
ajema-8288	91	11	basic	basic	ADJ
ajema-8288	91	12	element	element	NOUN
ajema-8288	91	13	of	of	ADP
ajema-8288	91	14	present	present	ADJ
ajema-8288	91	15	-	-	PUNCT
ajema-8288	91	16	day	day	NOUN
ajema-8288	91	17	industrial	industrial	ADJ
ajema-8288	91	18	manufacturing	manufacturing	NOUN
ajema-8288	91	19	because	because	SCONJ
ajema-8288	91	20	they	they	PRON
ajema-8288	91	21	efficiently	efficiently	ADV
ajema-8288	91	22	complete	complete	VERB
ajema-8288	91	23	repetitive	repetitive	ADJ
ajema-8288	91	24	operations	operation	NOUN
ajema-8288	91	25	at	at	ADP
ajema-8288	91	26	maximum	maximum	ADJ
ajema-8288	91	27	speed	speed	NOUN
ajema-8288	91	28	while	while	SCONJ
ajema-8288	91	29	maintaining	maintain	VERB
ajema-8288	91	30	precision	precision	NOUN
ajema-8288	91	31	levels	level	NOUN
ajema-8288	91	32	[	[	X
ajema-8288	91	33	18	18	NUM
ajema-8288	91	34	]	]	PUNCT
ajema-8288	91	35	.	.	PUNCT
ajema-8288	92	1	human	human	ADJ
ajema-8288	92	2	operators	operator	NOUN
ajema-8288	92	3	can	can	AUX
ajema-8288	92	4	work	work	VERB
ajema-8288	92	5	with	with	ADP
ajema-8288	92	6	collaborative	collaborative	ADJ
ajema-8288	92	7	robots	robot	NOUN
ajema-8288	92	8	(	(	PUNCT
ajema-8288	92	9	cobots	cobot	NOUN
ajema-8288	92	10	)	)	PUNCT
ajema-8288	92	11	to	to	PART
ajema-8288	92	12	enhance	enhance	VERB
ajema-8288	92	13	productivity	productivity	NOUN
ajema-8288	92	14	because	because	SCONJ
ajema-8288	92	15	these	these	DET
ajema-8288	92	16	robots	robot	NOUN
ajema-8288	92	17	combine	combine	VERB
ajema-8288	92	18	human	human	ADJ
ajema-8288	92	19	assistance	assistance	NOUN
ajema-8288	92	20	with	with	ADP
ajema-8288	92	21	decreased	decrease	VERB
ajema-8288	92	22	physical	physical	ADJ
ajema-8288	92	23	workload	workload	NOUN
ajema-8288	92	24	[	[	X
ajema-8288	92	25	19	19	NUM
ajema-8288	92	26	]	]	PUNCT
ajema-8288	92	27	.	.	PUNCT
ajema-8288	93	1	the	the	DET
ajema-8288	93	2	implementation	implementation	NOUN
ajema-8288	93	3	of	of	ADP
ajema-8288	93	4	autonomous	autonomous	ADJ
ajema-8288	93	5	mobile	mobile	ADJ
ajema-8288	93	6	robots	robot	NOUN
ajema-8288	93	7	(	(	PUNCT
ajema-8288	93	8	amrs	amrs	PROPN
ajema-8288	93	9	)	)	PUNCT
ajema-8288	93	10	together	together	ADV
ajema-8288	93	11	with	with	ADP
ajema-8288	93	12	robotic	robotic	ADJ
ajema-8288	93	13	arms	arm	NOUN
ajema-8288	93	14	now	now	ADV
ajema-8288	93	15	controls	control	VERB
ajema-8288	93	16	assembly	assembly	NOUN
ajema-8288	93	17	lines	line	NOUN
ajema-8288	93	18	through	through	ADP
ajema-8288	93	19	their	their	PRON
ajema-8288	93	20	ability	ability	NOUN
ajema-8288	93	21	to	to	PART
ajema-8288	93	22	enhance	enhance	VERB
ajema-8288	93	23	flexible	flexible	ADJ
ajema-8288	93	24	and	and	CCONJ
ajema-8288	93	25	scalable	scalable	ADJ
ajema-8288	93	26	production	production	NOUN
ajema-8288	93	27	.	.	PUNCT
ajema-8288	94	1	2.4.2	2.4.2	NUM
ajema-8288	94	2	ai	ai	AUX
ajema-8288	94	3	-	-	PUNCT
ajema-8288	94	4	driven	drive	VERB
ajema-8288	94	5	automation	automation	NOUN
ajema-8288	94	6	and	and	CCONJ
ajema-8288	94	7	machine	machine	NOUN
ajema-8288	94	8	learning	learning	NOUN
ajema-8288	94	9	applications	application	NOUN
ajema-8288	94	10	artificial	artificial	ADJ
ajema-8288	94	11	intelligence	intelligence	NOUN
ajema-8288	94	12	(	(	PUNCT
ajema-8288	94	13	ai	ai	NOUN
ajema-8288	94	14	)	)	PUNCT
ajema-8288	94	15	and	and	CCONJ
ajema-8288	94	16	machine	machine	NOUN
ajema-8288	94	17	learning	learn	VERB
ajema-8288	94	18	systems	system	NOUN
ajema-8288	94	19	enhance	enhance	VERB
ajema-8288	94	20	manufacturing	manufacturing	NOUN
ajema-8288	94	21	operations	operation	NOUN
ajema-8288	94	22	,	,	PUNCT
ajema-8288	94	23	conduct	conduct	VERB
ajema-8288	94	24	predictive	predictive	ADJ
ajema-8288	94	25	maintenance	maintenance	NOUN
ajema-8288	94	26	while	while	SCONJ
ajema-8288	94	27	monitoring	monitor	VERB
ajema-8288	94	28	processes	process	NOUN
ajema-8288	94	29	in	in	ADP
ajema-8288	94	30	real	real	ADJ
ajema-8288	94	31	-	-	PUNCT
ajema-8288	94	32	time	time	NOUN
ajema-8288	94	33	and	and	CCONJ
ajema-8288	94	34	adapting	adapt	VERB
ajema-8288	94	35	production	production	NOUN
ajema-8288	94	36	plans	plan	NOUN
ajema-8288	94	37	[	[	X
ajema-8288	94	38	20	20	NUM
ajema-8288	94	39	]	]	PUNCT
ajema-8288	94	40	.	.	PUNCT
ajema-8288	95	1	machine	machine	NOUN
ajema-8288	95	2	learning	learning	NOUN
ajema-8288	95	3	models	model	NOUN
ajema-8288	95	4	read	read	VERB
ajema-8288	95	5	sensor	sensor	NOUN
ajema-8288	95	6	information	information	NOUN
ajema-8288	95	7	to	to	PART
ajema-8288	95	8	identify	identify	VERB
ajema-8288	95	9	equipment	equipment	NOUN
ajema-8288	95	10	breakdowns	breakdown	NOUN
ajema-8288	95	11	before	before	SCONJ
ajema-8288	95	12	failure	failure	NOUN
ajema-8288	95	13	events	event	NOUN
ajema-8288	95	14	happen	happen	VERB
ajema-8288	95	15	which	which	PRON
ajema-8288	95	16	decreases	decrease	VERB
ajema-8288	95	17	equipment	equipment	NOUN
ajema-8288	95	18	standstills	standstill	VERB
ajema-8288	95	19	.	.	PUNCT
ajema-8288	96	1	automatic	automatic	ADJ
ajema-8288	96	2	prediction	prediction	NOUN
ajema-8288	96	3	through	through	ADP
ajema-8288	96	4	ai	ai	PRON
ajema-8288	96	5	computer	computer	NOUN
ajema-8288	96	6	vision	vision	NOUN
ajema-8288	96	7	systems	system	NOUN
ajema-8288	96	8	creates	create	VERB
ajema-8288	96	9	solid	solid	ADJ
ajema-8288	96	10	quality	quality	NOUN
ajema-8288	96	11	control	control	NOUN
ajema-8288	96	12	functionalities	functionality	NOUN
ajema-8288	96	13	by	by	ADP
ajema-8288	96	14	detecting	detect	VERB
ajema-8288	96	15	imperfections	imperfection	NOUN
ajema-8288	96	16	with	with	ADP
ajema-8288	96	17	absolute	absolute	ADJ
ajema-8288	96	18	precision	precision	NOUN
ajema-8288	96	19	.	.	PUNCT
ajema-8288	97	1	2.4.3	2.4.3	NUM
ajema-8288	97	2	internet	internet	NOUN
ajema-8288	97	3	of	of	ADP
ajema-8288	97	4	things	thing	NOUN
ajema-8288	97	5	(	(	PUNCT
ajema-8288	97	6	iot	iot	NOUN
ajema-8288	97	7	)	)	PUNCT
ajema-8288	97	8	in	in	ADP
ajema-8288	97	9	smart	smart	ADJ
ajema-8288	97	10	manufacturing	manufacturing	NOUN
ajema-8288	97	11	real	real	ADJ
ajema-8288	97	12	-	-	PUNCT
ajema-8288	97	13	time	time	NOUN
ajema-8288	97	14	monitoring	monitoring	NOUN
ajema-8288	97	15	together	together	ADV
ajema-8288	97	16	with	with	ADP
ajema-8288	97	17	decision	decision	NOUN
ajema-8288	97	18	-	-	PUNCT
ajema-8288	97	19	making	making	NOUN
ajema-8288	97	20	happens	happen	VERB
ajema-8288	97	21	through	through	ADP
ajema-8288	97	22	iot	iot	ADJ
ajema-8288	97	23	devices	device	NOUN
ajema-8288	97	24	that	that	PRON
ajema-8288	97	25	link	link	VERB
ajema-8288	97	26	machines	machine	NOUN
ajema-8288	97	27	to	to	ADP
ajema-8288	97	28	sensors	sensor	NOUN
ajema-8288	97	29	and	and	CCONJ
ajema-8288	97	30	control	control	NOUN
ajema-8288	97	31	systems	system	NOUN
ajema-8288	97	32	to	to	PART
ajema-8288	97	33	establish	establish	VERB
ajema-8288	97	34	an	an	DET
ajema-8288	97	35	interconnected	interconnected	ADJ
ajema-8288	97	36	system	system	NOUN
ajema-8288	97	37	[	[	X
ajema-8288	97	38	21	21	NUM
ajema-8288	97	39	]	]	PUNCT
ajema-8288	97	40	.	.	PUNCT
ajema-8288	98	1	the	the	DET
ajema-8288	98	2	implementation	implementation	NOUN
ajema-8288	98	3	of	of	ADP
ajema-8288	98	4	physical	physical	ADJ
ajema-8288	98	5	system	system	NOUN
ajema-8288	98	6	duplicates	duplicate	NOUN
ajema-8288	98	7	referred	refer	VERB
ajema-8288	98	8	to	to	ADP
ajema-8288	98	9	as	as	SCONJ
ajema-8288	98	10	digital	digital	ADJ
ajema-8288	98	11	twins	twin	NOUN
ajema-8288	98	12	makes	make	VERB
ajema-8288	98	13	use	use	NOUN
ajema-8288	98	14	of	of	ADP
ajema-8288	98	15	internet	internet	NOUN
ajema-8288	98	16	of	of	ADP
ajema-8288	98	17	things	thing	NOUN
ajema-8288	98	18	connectivity	connectivity	NOUN
ajema-8288	98	19	and	and	CCONJ
ajema-8288	98	20	artificial	artificial	ADJ
ajema-8288	98	21	intelligence	intelligence	NOUN
ajema-8288	98	22	processing	processing	NOUN
ajema-8288	98	23	to	to	PART
ajema-8288	98	24	execute	execute	VERB
ajema-8288	98	25	production	production	NOUN
ajema-8288	98	26	simulations	simulation	NOUN
ajema-8288	98	27	which	which	PRON
ajema-8288	98	28	maximize	maximize	VERB
ajema-8288	98	29	operational	operational	ADJ
ajema-8288	98	30	efficiency	efficiency	NOUN
ajema-8288	99	1	[	[	X
ajema-8288	99	2	22	22	NUM
ajema-8288	99	3	]	]	PUNCT
ajema-8288	99	4	.	.	PUNCT
ajema-8288	100	1	the	the	DET
ajema-8288	100	2	integration	integration	NOUN
ajema-8288	100	3	of	of	ADP
ajema-8288	100	4	intelligent	intelligent	ADJ
ajema-8288	100	5	inventory	inventory	NOUN
ajema-8288	100	6	management	management	NOUN
ajema-8288	100	7	systems	system	NOUN
ajema-8288	100	8	built	build	VERB
ajema-8288	100	9	with	with	ADP
ajema-8288	100	10	iot	iot	PROPN
ajema-8288	100	11	technology	technology	NOUN
ajema-8288	100	12	enables	enable	VERB
ajema-8288	100	13	businesses	business	NOUN
ajema-8288	100	14	to	to	PART
ajema-8288	100	15	monitor	monitor	VERB
ajema-8288	100	16	their	their	PRON
ajema-8288	100	17	supply	supply	NOUN
ajema-8288	100	18	chain	chain	NOUN
ajema-8288	100	19	activities	activity	NOUN
ajema-8288	100	20	better	well	ADJ
ajema-8288	100	21	which	which	PRON
ajema-8288	100	22	minimizes	minimize	VERB
ajema-8288	100	23	operational	operational	ADJ
ajema-8288	100	24	issues	issue	NOUN
ajema-8288	100	25	throughout	throughout	ADP
ajema-8288	100	26	the	the	DET
ajema-8288	100	27	logistics	logistic	NOUN
ajema-8288	100	28	processes	process	NOUN
ajema-8288	100	29	and	and	CCONJ
ajema-8288	100	30	storage	storage	NOUN
ajema-8288	100	31	facilities	facility	NOUN
ajema-8288	100	32	.	.	PUNCT
ajema-8288	101	1	2.5	2.5	NUM
ajema-8288	101	2	impact	impact	NOUN
ajema-8288	101	3	on	on	ADP
ajema-8288	101	4	supply	supply	NOUN
ajema-8288	101	5	chain	chain	NOUN
ajema-8288	101	6	efficiency	efficiency	NOUN
ajema-8288	101	7	supply	supply	NOUN
ajema-8288	101	8	chain	chain	NOUN
ajema-8288	101	9	management	management	NOUN
ajema-8288	101	10	reaches	reach	VERB
ajema-8288	101	11	optimal	optimal	ADJ
ajema-8288	101	12	results	result	NOUN
ajema-8288	101	13	through	through	ADP
ajema-8288	101	14	automation	automation	NOUN
ajema-8288	101	15	which	which	PRON
ajema-8288	101	16	improves	improve	VERB
ajema-8288	101	17	production	production	NOUN
ajema-8288	101	18	speed	speed	NOUN
ajema-8288	101	19	and	and	CCONJ
ajema-8288	101	20	minimizes	minimize	NOUN
ajema-8288	101	21	waste	waste	NOUN
ajema-8288	101	22	and	and	CCONJ
ajema-8288	101	23	allocates	allocate	VERB
ajema-8288	101	24	resources	resource	NOUN
ajema-8288	101	25	properly	properly	ADV
ajema-8288	101	26	.	.	PUNCT
ajema-8288	102	1	2.5.1	2.5.1	NUM
ajema-8288	102	2	just	just	ADV
ajema-8288	102	3	-	-	PUNCT
ajema-8288	102	4	in	in	ADP
ajema-8288	102	5	-	-	PUNCT
ajema-8288	102	6	time	time	NOUN
ajema-8288	102	7	(	(	PUNCT
ajema-8288	102	8	jit	jit	NOUN
ajema-8288	102	9	)	)	PUNCT
ajema-8288	102	10	manufacturing	manufacturing	NOUN
ajema-8288	102	11	and	and	CCONJ
ajema-8288	102	12	lean	lean	ADJ
ajema-8288	102	13	automation	automation	NOUN
ajema-8288	102	14	the	the	DET
ajema-8288	102	15	combination	combination	NOUN
ajema-8288	102	16	of	of	ADP
ajema-8288	102	17	jit	jit	PROPN
ajema-8288	102	18	manufacturing	manufacturing	NOUN
ajema-8288	102	19	and	and	CCONJ
ajema-8288	102	20	automation	automation	NOUN
ajema-8288	102	21	brings	bring	VERB
ajema-8288	102	22	necessary	necessary	ADJ
ajema-8288	102	23	materials	material	NOUN
ajema-8288	102	24	and	and	CCONJ
ajema-8288	102	25	components	component	NOUN
ajema-8288	102	26	when	when	SCONJ
ajema-8288	102	27	production	production	NOUN
ajema-8288	102	28	requires	require	VERB
ajema-8288	102	29	them	they	PRON
ajema-8288	102	30	which	which	PRON
ajema-8288	102	31	results	result	VERB
ajema-8288	102	32	in	in	ADP
ajema-8288	102	33	decreased	decrease	VERB
ajema-8288	102	34	inventory	inventory	NOUN
ajema-8288	102	35	excess	excess	NOUN
ajema-8288	102	36	and	and	CCONJ
ajema-8288	102	37	waste	waste	NOUN
ajema-8288	102	38	[	[	X
ajema-8288	102	39	23	23	NUM
ajema-8288	102	40	]	]	PUNCT
ajema-8288	102	41	.	.	PUNCT
ajema-8288	103	1	the	the	DET
ajema-8288	103	2	restorative	restorative	ADJ
ajema-8288	103	3	power	power	NOUN
ajema-8288	103	4	of	of	ADP
ajema-8288	103	5	lean	lean	ADJ
ajema-8288	103	6	automation	automation	NOUN
ajema-8288	103	7	enables	enable	VERB
ajema-8288	103	8	organizations	organization	NOUN
ajema-8288	103	9	to	to	PART
ajema-8288	103	10	structure	structure	NOUN
ajema-8288	103	11	production	production	NOUN
ajema-8288	103	12	sequences	sequence	NOUN
ajema-8288	103	13	more	more	ADV
ajema-8288	103	14	efficiently	efficiently	ADV
ajema-8288	103	15	so	so	SCONJ
ajema-8288	103	16	supply	supply	NOUN
ajema-8288	103	17	chains	chain	NOUN
ajema-8288	103	18	function	function	VERB
ajema-8288	103	19	with	with	ADP
ajema-8288	103	20	increased	increase	VERB
ajema-8288	103	21	speed	speed	NOUN
ajema-8288	103	22	.	.	PUNCT
ajema-8288	104	1	2.5.2	2.5.2	NUM
ajema-8288	104	2	reduction	reduction	NOUN
ajema-8288	104	3	in	in	ADP
ajema-8288	104	4	production	production	NOUN
ajema-8288	104	5	downtime	downtime	NOUN
ajema-8288	104	6	and	and	CCONJ
ajema-8288	104	7	defect	defect	VERB
ajema-8288	104	8	rates	rate	NOUN
ajema-8288	104	9	the	the	DET
ajema-8288	104	10	use	use	NOUN
ajema-8288	104	11	of	of	ADP
ajema-8288	104	12	predictive	predictive	ADJ
ajema-8288	104	13	maintenance	maintenance	NOUN
ajema-8288	104	14	systems	system	NOUN
ajema-8288	104	15	that	that	PRON
ajema-8288	104	16	rely	rely	VERB
ajema-8288	104	17	on	on	ADP
ajema-8288	104	18	ai	ai	PROPN
ajema-8288	104	19	examines	examine	NOUN
ajema-8288	104	20	equipment	equipment	NOUN
ajema-8288	104	21	operational	operational	ADJ
ajema-8288	104	22	data	datum	NOUN
ajema-8288	104	23	to	to	PART
ajema-8288	104	24	stop	stop	VERB
ajema-8288	104	25	breakdowns	breakdown	NOUN
ajema-8288	104	26	which	which	PRON
ajema-8288	104	27	reduces	reduce	VERB
ajema-8288	104	28	stoppages	stoppage	NOUN
ajema-8288	104	29	in	in	ADP
ajema-8288	104	30	production	production	NOUN
ajema-8288	104	31	[	[	X
ajema-8288	104	32	24	24	NUM
ajema-8288	104	33	]	]	PUNCT
ajema-8288	104	34	.	.	PUNCT
ajema-8288	105	1	technology	technology	NOUN
ajema-8288	105	2	quality	quality	NOUN
ajema-8288	105	3	oversight	oversight	NOUN
ajema-8288	105	4	through	through	ADP
ajema-8288	105	5	machine	machine	NOUN
ajema-8288	105	6	learning	learning	NOUN
ajema-8288	105	7	and	and	CCONJ
ajema-8288	105	8	computer	computer	NOUN
ajema-8288	105	9	vision	vision	NOUN
ajema-8288	105	10	enables	enable	VERB
ajema-8288	105	11	continuous	continuous	ADJ
ajema-8288	105	12	detection	detection	NOUN
ajema-8288	105	13	of	of	ADP
ajema-8288	105	14	product	product	NOUN
ajema-8288	105	15	defects	defect	NOUN
ajema-8288	105	16	during	during	ADP
ajema-8288	105	17	production	production	NOUN
ajema-8288	105	18	while	while	SCONJ
ajema-8288	105	19	decreasing	decrease	VERB
ajema-8288	105	20	rework	rework	NOUN
ajema-8288	105	21	expenses	expense	NOUN
ajema-8288	105	22	.	.	PUNCT
ajema-8288	106	1	2.5.3	2.5.3	NUM
ajema-8288	106	2	optimization	optimization	NOUN
ajema-8288	106	3	of	of	ADP
ajema-8288	106	4	inventory	inventory	NOUN
ajema-8288	106	5	and	and	CCONJ
ajema-8288	106	6	logistics	logistic	NOUN
ajema-8288	106	7	demand	demand	NOUN
ajema-8288	106	8	forecasting	forecasting	NOUN
ajema-8288	106	9	protocols	protocol	NOUN
ajema-8288	106	10	linked	link	VERB
ajema-8288	106	11	to	to	ADP
ajema-8288	106	12	automated	automate	VERB
ajema-8288	106	13	warehouse	warehouse	NOUN
ajema-8288	106	14	management	management	NOUN
ajema-8288	106	15	systems	system	NOUN
ajema-8288	106	16	achieve	achieve	VERB
ajema-8288	106	17	the	the	DET
ajema-8288	106	18	best	good	ADJ
ajema-8288	106	19	stock	stock	NOUN
ajema-8288	106	20	levels	level	NOUN
ajema-8288	106	21	by	by	ADP
ajema-8288	106	22	optimizing	optimize	VERB
ajema-8288	106	23	resource	resource	NOUN
ajema-8288	106	24	allocation	allocation	NOUN
ajema-8288	106	25	processes	process	NOUN
ajema-8288	106	26	[	[	X
ajema-8288	106	27	25	25	NUM
ajema-8288	106	28	]	]	PUNCT
ajema-8288	106	29	.	.	PUNCT
ajema-8288	107	1	the	the	DET
ajema-8288	107	2	implementation	implementation	NOUN
ajema-8288	107	3	of	of	ADP
ajema-8288	107	4	robotics	robotic	NOUN
ajema-8288	107	5	in	in	ADP
ajema-8288	107	6	logistics	logistic	NOUN
ajema-8288	107	7	through	through	ADP
ajema-8288	107	8	automated	automate	VERB
ajema-8288	107	9	guided	guide	VERB
ajema-8288	107	10	vehicle	vehicle	NOUN
ajema-8288	107	11	with	with	ADP
ajema-8288	107	12	drone	drone	NOUN
ajema-8288	107	13	delivers	deliver	VERB
ajema-8288	107	14	to	to	PART
ajema-8288	107	15	enables	enable	VERB
ajema-8288	107	16	faster	fast	ADJ
ajema-8288	107	17	supply	supply	NOUN
ajema-8288	107	18	chains	chain	NOUN
ajema-8288	107	19	while	while	SCONJ
ajema-8288	107	20	eliminating	eliminate	VERB
ajema-8288	107	21	human	human	ADJ
ajema-8288	107	22	errors	error	NOUN
ajema-8288	107	23	that	that	PRON
ajema-8288	107	24	occur	occur	VERB
ajema-8288	107	25	during	during	ADP
ajema-8288	107	26	manual	manual	ADJ
ajema-8288	107	27	warehouse	warehouse	NOUN
ajema-8288	107	28	operations	operation	NOUN
ajema-8288	107	29	2.6	2.6	NUM
ajema-8288	107	30	analytical	analytical	ADJ
ajema-8288	107	31	tools	tool	NOUN
ajema-8288	107	32	and	and	CCONJ
ajema-8288	107	33	techniques	technique	NOUN
ajema-8288	107	34	the	the	DET
ajema-8288	107	35	research	research	NOUN
ajema-8288	107	36	relies	rely	VERB
ajema-8288	107	37	on	on	ADP
ajema-8288	107	38	multiple	multiple	ADJ
ajema-8288	107	39	supervised	supervised	ADJ
ajema-8288	107	40	machine	machine	NOUN
ajema-8288	107	41	learning	learn	VERB
ajema-8288	107	42	algorithms	algorithm	NOUN
ajema-8288	107	43	and	and	CCONJ
ajema-8288	107	44	visualization	visualization	NOUN
ajema-8288	107	45	methods	method	NOUN
ajema-8288	107	46	and	and	CCONJ
ajema-8288	107	47	statistical	statistical	ADJ
ajema-8288	107	48	methods	method	NOUN
ajema-8288	107	49	to	to	PART
ajema-8288	107	50	generate	generate	VERB
ajema-8288	107	51	useful	useful	ADJ
ajema-8288	107	52	understanding	understanding	NOUN
ajema-8288	107	53	from	from	ADP
ajema-8288	107	54	the	the	DET
ajema-8288	107	55	data	datum	NOUN
ajema-8288	107	56	.	.	PUNCT
ajema-8288	108	1	the	the	DET
ajema-8288	108	2	algorithms	algorithm	NOUN
ajema-8288	108	3	of	of	ADP
ajema-8288	108	4	decision	decision	NOUN
ajema-8288	108	5	trees	tree	NOUN
ajema-8288	108	6	along	along	ADP
ajema-8288	108	7	with	with	ADP
ajema-8288	108	8	random	random	ADJ
ajema-8288	108	9	forests	forest	NOUN
ajema-8288	108	10	and	and	CCONJ
ajema-8288	108	11	neural	neural	ADJ
ajema-8288	108	12	networks	network	NOUN
ajema-8288	108	13	act	act	VERB
ajema-8288	108	14	in	in	ADP
ajema-8288	108	15	supervised	supervised	ADJ
ajema-8288	108	16	machine	machine	NOUN
ajema-8288	108	17	learning	learn	VERB
ajema-8288	108	18	systems	system	NOUN
ajema-8288	108	19	to	to	PART
ajema-8288	108	20	forecast	forecast	VERB
ajema-8288	108	21	automation	automation	NOUN
ajema-8288	108	22	effects	effect	NOUN
ajema-8288	108	23	on	on	ADP
ajema-8288	108	24	essential	essential	ADJ
ajema-8288	108	25	supply	supply	NOUN
ajema-8288	108	26	chain	chain	NOUN
ajema-8288	108	27	performance	performance	NOUN
ajema-8288	108	28	indicators	indicator	NOUN
ajema-8288	108	29	58	58	NUM
ajema-8288	108	30	journal	journal	NOUN
ajema-8288	108	31	of	of	ADP
ajema-8288	108	32	engineering	engineering	NOUN
ajema-8288	108	33	,	,	PUNCT
ajema-8288	108	34	mechanics	mechanic	NOUN
ajema-8288	108	35	and	and	CCONJ
ajema-8288	108	36	architecture	architecture	NOUN
ajema-8288	108	37	www	www	NOUN
ajema-8288	108	38	.	.	PUNCT
ajema-8288	109	1	grnjournal.us	grnjournal.us	X
ajema-8288	109	2	such	such	ADJ
ajema-8288	109	3	as	as	ADP
ajema-8288	109	4	production	production	NOUN
ajema-8288	109	5	speeds	speed	NOUN
ajema-8288	109	6	and	and	CCONJ
ajema-8288	109	7	quality	quality	NOUN
ajema-8288	109	8	failures	failure	NOUN
ajema-8288	109	9	and	and	CCONJ
ajema-8288	109	10	energy	energy	NOUN
ajema-8288	109	11	utilization	utilization	NOUN
ajema-8288	109	12	[	[	X
ajema-8288	109	13	26	26	NUM
ajema-8288	109	14	]	]	PUNCT
ajema-8288	109	15	.	.	PUNCT
ajema-8288	110	1	the	the	DET
ajema-8288	110	2	data	data	NOUN
ajema-8288	110	3	visualization	visualization	NOUN
ajema-8288	110	4	software	software	NOUN
ajema-8288	110	5	combination	combination	NOUN
ajema-8288	110	6	of	of	ADP
ajema-8288	110	7	tableau	tableau	PROPN
ajema-8288	110	8	and	and	CCONJ
ajema-8288	110	9	excel	excel	PROPN
ajema-8288	110	10	helps	help	VERB
ajema-8288	110	11	manufacturing	manufacturing	NOUN
ajema-8288	110	12	process	process	NOUN
ajema-8288	110	13	analysts	analyst	NOUN
ajema-8288	110	14	understand	understand	VERB
ajema-8288	110	15	data	datum	NOUN
ajema-8288	110	16	trends	trend	NOUN
ajema-8288	110	17	by	by	ADP
ajema-8288	110	18	enabling	enable	VERB
ajema-8288	110	19	them	they	PRON
ajema-8288	110	20	to	to	PART
ajema-8288	110	21	see	see	VERB
ajema-8288	110	22	clear	clear	ADJ
ajema-8288	110	23	patterns	pattern	NOUN
ajema-8288	110	24	.	.	PUNCT
ajema-8288	111	1	such	such	ADJ
ajema-8288	111	2	tools	tool	NOUN
ajema-8288	111	3	improve	improve	VERB
ajema-8288	111	4	result	result	NOUN
ajema-8288	111	5	interpretation	interpretation	NOUN
ajema-8288	111	6	through	through	ADP
ajema-8288	111	7	their	their	PRON
ajema-8288	111	8	ability	ability	NOUN
ajema-8288	111	9	to	to	PART
ajema-8288	111	10	produce	produce	VERB
ajema-8288	111	11	visual	visual	ADJ
ajema-8288	111	12	representations	representation	NOUN
ajema-8288	111	13	of	of	ADP
ajema-8288	111	14	automation	automation	NOUN
ajema-8288	111	15	impacts	impact	NOUN
ajema-8288	111	16	.	.	PUNCT
ajema-8288	112	1	2.7	2.7	NUM
ajema-8288	112	2	empirical	empirical	ADJ
ajema-8288	112	3	study	study	NOUN
ajema-8288	112	4	research	research	NOUN
ajema-8288	112	5	on	on	ADP
ajema-8288	112	6	blockchain	blockchain	PROPN
ajema-8288	112	7	technology	technology	PROPN
ajema-8288	112	8	(	(	PUNCT
ajema-8288	112	9	bct	bct	NOUN
ajema-8288	112	10	)	)	PUNCT
ajema-8288	112	11	integration	integration	NOUN
ajema-8288	112	12	with	with	ADP
ajema-8288	112	13	lean	lean	ADJ
ajema-8288	112	14	automation	automation	NOUN
ajema-8288	112	15	for	for	ADP
ajema-8288	112	16	supply	supply	NOUN
ajema-8288	112	17	chain	chain	NOUN
ajema-8288	112	18	management	management	NOUN
ajema-8288	112	19	(	(	PUNCT
ajema-8288	112	20	scm	scm	PROPN
ajema-8288	112	21	)	)	PUNCT
ajema-8288	112	22	has	have	AUX
ajema-8288	112	23	rapidly	rapidly	ADV
ajema-8288	112	24	increased	increase	VERB
ajema-8288	112	25	during	during	ADP
ajema-8288	112	26	the	the	DET
ajema-8288	112	27	last	last	ADJ
ajema-8288	112	28	few	few	ADJ
ajema-8288	112	29	years	year	NOUN
ajema-8288	112	30	.	.	PUNCT
ajema-8288	113	1	jackson	jackson	PROPN
ajema-8288	113	2	,	,	PUNCT
ajema-8288	113	3	spiegler	spiegler	NOUN
ajema-8288	113	4	and	and	CCONJ
ajema-8288	113	5	kotiadis	kotiadis	PROPN
ajema-8288	113	6	(	(	PUNCT
ajema-8288	113	7	2023	2023	NUM
ajema-8288	113	8	)	)	PUNCT
ajema-8288	113	9	performed	perform	VERB
ajema-8288	113	10	a	a	DET
ajema-8288	113	11	systematic	systematic	ADJ
ajema-8288	113	12	literature	literature	NOUN
ajema-8288	113	13	review	review	NOUN
ajema-8288	113	14	about	about	ADP
ajema-8288	113	15	bct	bct	PROPN
ajema-8288	113	16	's	's	PART
ajema-8288	113	17	power	power	NOUN
ajema-8288	113	18	to	to	PART
ajema-8288	113	19	improve	improve	VERB
ajema-8288	113	20	supply	supply	NOUN
ajema-8288	113	21	chain	chain	NOUN
ajema-8288	113	22	efficiency	efficiency	NOUN
ajema-8288	113	23	through	through	ADP
ajema-8288	113	24	lower	low	ADJ
ajema-8288	113	25	manual	manual	ADJ
ajema-8288	113	26	operations	operation	NOUN
ajema-8288	113	27	.	.	PUNCT
ajema-8288	114	1	the	the	DET
ajema-8288	114	2	study	study	NOUN
ajema-8288	114	3	created	create	VERB
ajema-8288	114	4	a	a	DET
ajema-8288	114	5	waste	waste	NOUN
ajema-8288	114	6	taxonomy	taxonomy	NOUN
ajema-8288	114	7	for	for	ADP
ajema-8288	114	8	scm	scm	NOUN
ajema-8288	114	9	inefficiencies	inefficiency	NOUN
ajema-8288	114	10	which	which	PRON
ajema-8288	114	11	led	lead	VERB
ajema-8288	114	12	to	to	ADP
ajema-8288	114	13	analyzing	analyze	VERB
ajema-8288	114	14	how	how	SCONJ
ajema-8288	114	15	blockchain	blockchain	PROPN
ajema-8288	114	16	-	-	PUNCT
ajema-8288	114	17	enabled	enable	VERB
ajema-8288	114	18	lean	lean	ADJ
ajema-8288	114	19	automation	automation	NOUN
ajema-8288	114	20	(	(	PUNCT
ajema-8288	114	21	b	b	X
ajema-8288	114	22	-	-	PUNCT
ajema-8288	114	23	ela	ela	NOUN
ajema-8288	114	24	)	)	PUNCT
ajema-8288	114	25	resolves	resolve	VERB
ajema-8288	114	26	these	these	DET
ajema-8288	114	27	problems	problem	NOUN
ajema-8288	114	28	.	.	PUNCT
ajema-8288	115	1	all	all	DET
ajema-8288	115	2	proof	proof	NOUN
ajema-8288	115	3	indicated	indicate	VERB
ajema-8288	115	4	that	that	SCONJ
ajema-8288	115	5	blockchain	blockchain	PROPN
ajema-8288	115	6	technology	technology	PROPN
ajema-8288	115	7	delivers	deliver	VERB
ajema-8288	115	8	increased	increase	VERB
ajema-8288	115	9	transparency	transparency	NOUN
ajema-8288	115	10	and	and	CCONJ
ajema-8288	115	11	better	well	ADJ
ajema-8288	115	12	traceability	traceability	NOUN
ajema-8288	115	13	features	feature	NOUN
ajema-8288	115	14	plus	plus	CCONJ
ajema-8288	115	15	time	time	NOUN
ajema-8288	115	16	-	-	PUNCT
ajema-8288	115	17	saving	save	VERB
ajema-8288	115	18	real	real	ADJ
ajema-8288	115	19	-	-	PUNCT
ajema-8288	115	20	time	time	NOUN
ajema-8288	115	21	data	datum	NOUN
ajema-8288	115	22	collaborations	collaboration	NOUN
ajema-8288	115	23	that	that	PRON
ajema-8288	115	24	result	result	VERB
ajema-8288	115	25	in	in	ADP
ajema-8288	115	26	enhanced	enhanced	ADJ
ajema-8288	115	27	operational	operational	ADJ
ajema-8288	115	28	workflows	workflow	NOUN
ajema-8288	115	29	and	and	CCONJ
ajema-8288	115	30	cost	cost	NOUN
ajema-8288	115	31	reduction	reduction	NOUN
ajema-8288	115	32	.	.	PUNCT
ajema-8288	116	1	smart	smart	ADJ
ajema-8288	116	2	contracts	contract	NOUN
ajema-8288	116	3	and	and	CCONJ
ajema-8288	116	4	decentralized	decentralized	ADJ
ajema-8288	116	5	ledgers	ledger	NOUN
ajema-8288	116	6	represent	represent	VERB
ajema-8288	116	7	widely	widely	ADV
ajema-8288	116	8	used	use	VERB
ajema-8288	116	9	blockchain	blockchain	PROPN
ajema-8288	116	10	technology	technology	NOUN
ajema-8288	116	11	applications	application	NOUN
ajema-8288	116	12	that	that	PRON
ajema-8288	116	13	improve	improve	VERB
ajema-8288	116	14	inventory	inventory	NOUN
ajema-8288	116	15	control	control	NOUN
ajema-8288	116	16	and	and	CCONJ
ajema-8288	116	17	supplier	supplier	NOUN
ajema-8288	116	18	network	network	NOUN
ajema-8288	116	19	connection	connection	NOUN
ajema-8288	116	20	[	[	X
ajema-8288	116	21	1	1	NUM
ajema-8288	116	22	]	]	PUNCT
ajema-8288	116	23	.	.	PUNCT
ajema-8288	117	1	the	the	DET
ajema-8288	117	2	research	research	NOUN
ajema-8288	117	3	advocates	advocate	VERB
ajema-8288	117	4	for	for	ADP
ajema-8288	117	5	developing	develop	VERB
ajema-8288	117	6	a	a	DET
ajema-8288	117	7	future	future	ADJ
ajema-8288	117	8	research	research	NOUN
ajema-8288	117	9	framework	framework	NOUN
ajema-8288	117	10	that	that	PRON
ajema-8288	117	11	demonstrates	demonstrate	VERB
ajema-8288	117	12	bct	bct	ADJ
ajema-8288	117	13	capabilities	capability	NOUN
ajema-8288	117	14	besides	besides	SCONJ
ajema-8288	117	15	predictive	predictive	ADJ
ajema-8288	117	16	analytics	analytic	NOUN
ajema-8288	117	17	and	and	CCONJ
ajema-8288	117	18	automation	automation	NOUN
ajema-8288	117	19	and	and	CCONJ
ajema-8288	117	20	waste	waste	NOUN
ajema-8288	117	21	reduction	reduction	NOUN
ajema-8288	117	22	within	within	ADP
ajema-8288	117	23	the	the	DET
ajema-8288	117	24	framework	framework	NOUN
ajema-8288	117	25	of	of	ADP
ajema-8288	117	26	industry	industry	NOUN
ajema-8288	117	27	4.0	4.0	NUM
ajema-8288	117	28	.	.	PUNCT
ajema-8288	118	1	research	research	NOUN
ajema-8288	118	2	findings	finding	NOUN
ajema-8288	118	3	prove	prove	VERB
ajema-8288	118	4	that	that	SCONJ
ajema-8288	118	5	blockchainled	blockchainle	VERB
ajema-8288	118	6	lean	lean	ADJ
ajema-8288	118	7	practices	practice	NOUN
ajema-8288	118	8	create	create	VERB
ajema-8288	118	9	prospects	prospect	NOUN
ajema-8288	118	10	for	for	ADP
ajema-8288	118	11	supply	supply	NOUN
ajema-8288	118	12	chains	chain	NOUN
ajema-8288	118	13	to	to	PART
ajema-8288	118	14	become	become	VERB
ajema-8288	118	15	more	more	ADV
ajema-8288	118	16	resilient	resilient	ADJ
ajema-8288	118	17	and	and	CCONJ
ajema-8288	118	18	operationally	operationally	ADV
ajema-8288	118	19	excellent	excellent	ADJ
ajema-8288	118	20	.	.	PUNCT
ajema-8288	119	1	the	the	DET
ajema-8288	119	2	paper	paper	NOUN
ajema-8288	119	3	written	write	VERB
ajema-8288	119	4	by	by	ADP
ajema-8288	119	5	pérez	pérez	NOUN
ajema-8288	119	6	et	et	PROPN
ajema-8288	119	7	al	al	PROPN
ajema-8288	119	8	.	.	PROPN
ajema-8288	120	1	(	(	PUNCT
ajema-8288	120	2	2025	2025	NUM
ajema-8288	120	3	)	)	PUNCT
ajema-8288	120	4	examines	examine	VERB
ajema-8288	120	5	circular	circular	ADJ
ajema-8288	120	6	manufacturing	manufacturing	NOUN
ajema-8288	120	7	within	within	ADP
ajema-8288	120	8	the	the	DET
ajema-8288	120	9	automotive	automotive	ADJ
ajema-8288	120	10	sector	sector	NOUN
ajema-8288	120	11	through	through	ADP
ajema-8288	120	12	analysis	analysis	NOUN
ajema-8288	120	13	of	of	ADP
ajema-8288	120	14	electric	electric	ADJ
ajema-8288	120	15	machine	machine	NOUN
ajema-8288	120	16	remanufacturing	remanufacturing	NOUN
ajema-8288	120	17	processes	process	NOUN
ajema-8288	120	18	.	.	PUNCT
ajema-8288	121	1	a	a	DET
ajema-8288	121	2	decision	decision	NOUN
ajema-8288	121	3	support	support	NOUN
ajema-8288	121	4	tool	tool	NOUN
ajema-8288	121	5	based	base	VERB
ajema-8288	121	6	on	on	ADP
ajema-8288	121	7	agent	agent	NOUN
ajema-8288	121	8	-	-	PUNCT
ajema-8288	121	9	based	base	VERB
ajema-8288	121	10	and	and	CCONJ
ajema-8288	121	11	discrete	discrete	ADJ
ajema-8288	121	12	-	-	PUNCT
ajema-8288	121	13	event	event	NOUN
ajema-8288	121	14	simulation	simulation	NOUN
ajema-8288	121	15	provides	provide	VERB
ajema-8288	121	16	a	a	DET
ajema-8288	121	17	simulation	simulation	NOUN
ajema-8288	121	18	platform	platform	NOUN
ajema-8288	121	19	to	to	PART
ajema-8288	121	20	evaluate	evaluate	VERB
ajema-8288	121	21	economic	economic	ADJ
ajema-8288	121	22	and	and	CCONJ
ajema-8288	121	23	environmental	environmental	ADJ
ajema-8288	121	24	effects	effect	NOUN
ajema-8288	121	25	for	for	ADP
ajema-8288	121	26	the	the	DET
ajema-8288	121	27	study	study	NOUN
ajema-8288	121	28	.	.	PUNCT
ajema-8288	122	1	the	the	DET
ajema-8288	122	2	paper	paper	NOUN
ajema-8288	122	3	demonstrates	demonstrate	VERB
ajema-8288	122	4	how	how	SCONJ
ajema-8288	122	5	early	early	ADJ
ajema-8288	122	6	design	design	NOUN
ajema-8288	122	7	choices	choice	NOUN
ajema-8288	122	8	need	need	VERB
ajema-8288	122	9	to	to	PART
ajema-8288	122	10	match	match	VERB
ajema-8288	122	11	future	future	ADJ
ajema-8288	122	12	recovery	recovery	NOUN
ajema-8288	122	13	operations	operation	NOUN
ajema-8288	122	14	and	and	CCONJ
ajema-8288	122	15	shows	show	VERB
ajema-8288	122	16	that	that	SCONJ
ajema-8288	122	17	remanufacturing	remanufacture	VERB
ajema-8288	122	18	alongside	alongside	ADP
ajema-8288	122	19	reuse	reuse	NOUN
ajema-8288	122	20	duties	duty	NOUN
ajema-8288	122	21	are	be	AUX
ajema-8288	122	22	critical	critical	ADJ
ajema-8288	122	23	roles	role	NOUN
ajema-8288	122	24	in	in	ADP
ajema-8288	122	25	circular	circular	ADJ
ajema-8288	122	26	supply	supply	NOUN
ajema-8288	122	27	chains	chain	NOUN
ajema-8288	122	28	[	[	X
ajema-8288	122	29	2	2	NUM
ajema-8288	122	30	]	]	PUNCT
ajema-8288	122	31	.	.	PUNCT
ajema-8288	123	1	additional	additional	ADJ
ajema-8288	123	2	design	design	NOUN
ajema-8288	123	3	costs	cost	NOUN
ajema-8288	123	4	of	of	ADP
ajema-8288	123	5	10.6	10.6	NUM
ajema-8288	123	6	%	%	NOUN
ajema-8288	123	7	result	result	NOUN
ajema-8288	123	8	in	in	ADP
ajema-8288	123	9	cost	cost	NOUN
ajema-8288	123	10	reduction	reduction	NOUN
ajema-8288	123	11	by	by	ADP
ajema-8288	123	12	18.6	18.6	NUM
ajema-8288	123	13	%	%	NOUN
ajema-8288	123	14	,	,	PUNCT
ajema-8288	123	15	material	material	ADJ
ajema-8288	123	16	usage	usage	NOUN
ajema-8288	123	17	reduction	reduction	NOUN
ajema-8288	123	18	by	by	ADP
ajema-8288	123	19	14.7	14.7	NUM
ajema-8288	123	20	%	%	NOUN
ajema-8288	123	21	and	and	CCONJ
ajema-8288	123	22	environmental	environmental	ADJ
ajema-8288	123	23	impact	impact	NOUN
ajema-8288	123	24	decreases	decrease	VERB
ajema-8288	123	25	by	by	ADP
ajema-8288	123	26	38.7	38.7	NUM
ajema-8288	123	27	%	%	NOUN
ajema-8288	123	28	.	.	PUNCT
ajema-8288	124	1	the	the	DET
ajema-8288	124	2	research	research	NOUN
ajema-8288	124	3	explores	explore	VERB
ajema-8288	124	4	different	different	ADJ
ajema-8288	124	5	essential	essential	ADJ
ajema-8288	124	6	elements	element	NOUN
ajema-8288	124	7	that	that	PRON
ajema-8288	124	8	determine	determine	VERB
ajema-8288	124	9	circular	circular	ADJ
ajema-8288	124	10	supply	supply	NOUN
ajema-8288	124	11	chain	chain	NOUN
ajema-8288	124	12	performance	performance	NOUN
ajema-8288	124	13	by	by	ADP
ajema-8288	124	14	analyzing	analyze	VERB
ajema-8288	124	15	remanufacturing	remanufacture	VERB
ajema-8288	124	16	success	success	NOUN
ajema-8288	124	17	rates	rate	NOUN
ajema-8288	124	18	with	with	ADP
ajema-8288	124	19	product	product	NOUN
ajema-8288	124	20	lifespan	lifespan	NOUN
ajema-8288	124	21	and	and	CCONJ
ajema-8288	124	22	degradation	degradation	NOUN
ajema-8288	124	23	speed	speed	NOUN
ajema-8288	124	24	parameters	parameter	NOUN
ajema-8288	124	25	.	.	PUNCT
ajema-8288	125	1	internal	internal	ADJ
ajema-8288	125	2	evaluations	evaluation	NOUN
ajema-8288	125	3	of	of	ADP
ajema-8288	125	4	the	the	DET
ajema-8288	125	5	circular	circular	ADJ
ajema-8288	125	6	economy	economy	NOUN
ajema-8288	125	7	provide	provide	VERB
ajema-8288	125	8	crucial	crucial	ADJ
ajema-8288	125	9	directions	direction	NOUN
ajema-8288	125	10	to	to	PART
ajema-8288	125	11	incorporate	incorporate	VERB
ajema-8288	125	12	these	these	DET
ajema-8288	125	13	principles	principle	NOUN
ajema-8288	125	14	in	in	ADP
ajema-8288	125	15	manufacturing	manufacture	VERB
ajema-8288	125	16	operations	operation	NOUN
ajema-8288	125	17	for	for	ADP
ajema-8288	125	18	sustainable	sustainable	ADJ
ajema-8288	125	19	production	production	NOUN
ajema-8288	125	20	that	that	PRON
ajema-8288	125	21	delivers	deliver	VERB
ajema-8288	125	22	cost	cost	NOUN
ajema-8288	125	23	benefits	benefit	NOUN
ajema-8288	125	24	.	.	PUNCT
ajema-8288	126	1	the	the	DET
ajema-8288	126	2	research	research	NOUN
ajema-8288	126	3	utilizes	utilize	VERB
ajema-8288	126	4	data	datum	NOUN
ajema-8288	126	5	to	to	PART
ajema-8288	126	6	optimize	optimize	VERB
ajema-8288	126	7	resource	resource	NOUN
ajema-8288	126	8	utilization	utilization	NOUN
ajema-8288	126	9	and	and	CCONJ
ajema-8288	126	10	improve	improve	VERB
ajema-8288	126	11	circular	circular	ADJ
ajema-8288	126	12	supply	supply	NOUN
ajema-8288	126	13	chain	chain	NOUN
ajema-8288	126	14	execution	execution	NOUN
ajema-8288	126	15	in	in	ADP
ajema-8288	126	16	the	the	DET
ajema-8288	126	17	electric	electric	ADJ
ajema-8288	126	18	machine	machine	NOUN
ajema-8288	126	19	sector	sector	NOUN
ajema-8288	126	20	.	.	PUNCT
ajema-8288	127	1	the	the	DET
ajema-8288	127	2	authors	author	NOUN
ajema-8288	127	3	of	of	ADP
ajema-8288	127	4	soori	soori	PROPN
ajema-8288	127	5	et	et	PROPN
ajema-8288	127	6	al	al	PROPN
ajema-8288	127	7	.	.	PROPN
ajema-8288	127	8	(	(	PUNCT
ajema-8288	127	9	2024	2024	NUM
ajema-8288	127	10	)	)	PUNCT
ajema-8288	127	11	discuss	discuss	VERB
ajema-8288	127	12	how	how	SCONJ
ajema-8288	127	13	blockchain	blockchain	PROPN
ajema-8288	127	14	technology	technology	PROPN
ajema-8288	127	15	and	and	CCONJ
ajema-8288	127	16	iiot	iiot	NOUN
ajema-8288	127	17	devices	device	NOUN
ajema-8288	127	18	work	work	VERB
ajema-8288	127	19	together	together	ADV
ajema-8288	127	20	to	to	PART
ajema-8288	127	21	improve	improve	VERB
ajema-8288	127	22	sustainable	sustainable	ADJ
ajema-8288	127	23	supply	supply	NOUN
ajema-8288	127	24	chain	chain	NOUN
ajema-8288	127	25	management	management	NOUN
ajema-8288	127	26	within	within	ADP
ajema-8288	127	27	industry	industry	NOUN
ajema-8288	127	28	4.0	4.0	NUM
ajema-8288	127	29	structure	structure	NOUN
ajema-8288	127	30	.	.	PUNCT
ajema-8288	128	1	the	the	DET
ajema-8288	128	2	research	research	NOUN
ajema-8288	128	3	demonstrates	demonstrate	VERB
ajema-8288	128	4	that	that	SCONJ
ajema-8288	128	5	the	the	DET
ajema-8288	128	6	blockchain	blockchain	PROPN
ajema-8288	128	7	system	system	NOUN
ajema-8288	128	8	enables	enable	VERB
ajema-8288	128	9	real	real	ADJ
ajema-8288	128	10	-	-	PUNCT
ajema-8288	128	11	time	time	NOUN
ajema-8288	128	12	tracking	tracking	NOUN
ajema-8288	128	13	of	of	ADP
ajema-8288	128	14	goods	good	NOUN
ajema-8288	128	15	by	by	ADP
ajema-8288	128	16	iiot	iiot	NOUN
ajema-8288	128	17	devices	device	NOUN
ajema-8288	128	18	which	which	PRON
ajema-8288	128	19	brings	bring	VERB
ajema-8288	128	20	enhanced	enhanced	ADJ
ajema-8288	128	21	transparency	transparency	NOUN
ajema-8288	128	22	alongside	alongside	ADP
ajema-8288	128	23	improved	improve	VERB
ajema-8288	128	24	security	security	NOUN
ajema-8288	128	25	and	and	CCONJ
ajema-8288	128	26	operational	operational	ADJ
ajema-8288	128	27	efficiency	efficiency	NOUN
ajema-8288	128	28	.	.	PUNCT
ajema-8288	129	1	the	the	DET
ajema-8288	129	2	combined	combine	VERB
ajema-8288	129	3	system	system	NOUN
ajema-8288	129	4	enhances	enhance	VERB
ajema-8288	129	5	inventory	inventory	NOUN
ajema-8288	129	6	management	management	NOUN
ajema-8288	129	7	practices	practice	NOUN
ajema-8288	129	8	and	and	CCONJ
ajema-8288	129	9	cuts	cut	VERB
ajema-8288	129	10	down	down	ADP
ajema-8288	129	11	waste	waste	NOUN
ajema-8288	129	12	production	production	NOUN
ajema-8288	129	13	and	and	CCONJ
ajema-8288	129	14	maintains	maintain	VERB
ajema-8288	129	15	sustainability	sustainability	NOUN
ajema-8288	129	16	regulations	regulation	NOUN
ajema-8288	129	17	[	[	X
ajema-8288	129	18	3	3	NUM
ajema-8288	129	19	]	]	PUNCT
ajema-8288	129	20	.	.	PUNCT
ajema-8288	130	1	bluetooth	bluetooth	PROPN
ajema-8288	130	2	maintains	maintain	VERB
ajema-8288	130	3	an	an	DET
ajema-8288	130	4	open	open	ADJ
ajema-8288	130	5	and	and	CCONJ
ajema-8288	130	6	traceable	traceable	ADJ
ajema-8288	130	7	database	database	NOUN
ajema-8288	130	8	which	which	PRON
ajema-8288	130	9	helps	help	VERB
ajema-8288	130	10	supply	supply	NOUN
ajema-8288	130	11	chains	chain	NOUN
ajema-8288	130	12	implement	implement	VERB
ajema-8288	130	13	ethical	ethical	ADJ
ajema-8288	130	14	processes	process	NOUN
ajema-8288	130	15	.	.	PUNCT
ajema-8288	131	1	the	the	DET
ajema-8288	131	2	review	review	NOUN
ajema-8288	131	3	assesses	assess	VERB
ajema-8288	131	4	the	the	DET
ajema-8288	131	5	financial	financial	ADJ
ajema-8288	131	6	issues	issue	NOUN
ajema-8288	131	7	along	along	ADV
ajema-8288	131	8	with	with	ADP
ajema-8288	131	9	social	social	ADJ
ajema-8288	131	10	aspects	aspect	NOUN
ajema-8288	131	11	and	and	CCONJ
ajema-8288	131	12	environmental	environmental	ADJ
ajema-8288	131	13	concerns	concern	NOUN
ajema-8288	131	14	related	relate	VERB
ajema-8288	131	15	to	to	ADP
ajema-8288	131	16	implementing	implement	VERB
ajema-8288	131	17	blockchain	blockchain	NOUN
ajema-8288	131	18	-	-	PUNCT
ajema-8288	131	19	powered	power	VERB
ajema-8288	131	20	iiot	iiot	NOUN
ajema-8288	131	21	solutions	solution	NOUN
ajema-8288	131	22	while	while	SCONJ
ajema-8288	131	23	noting	note	VERB
ajema-8288	131	24	missing	miss	VERB
ajema-8288	131	25	elements	element	NOUN
ajema-8288	131	26	in	in	ADP
ajema-8288	131	27	present	present	ADJ
ajema-8288	131	28	research	research	NOUN
ajema-8288	131	29	.	.	PUNCT
ajema-8288	132	1	the	the	DET
ajema-8288	132	2	research	research	NOUN
ajema-8288	132	3	establishes	establish	VERB
ajema-8288	132	4	that	that	SCONJ
ajema-8288	132	5	these	these	DET
ajema-8288	132	6	technological	technological	ADJ
ajema-8288	132	7	solutions	solution	NOUN
ajema-8288	132	8	have	have	VERB
ajema-8288	132	9	the	the	DET
ajema-8288	132	10	power	power	NOUN
ajema-8288	132	11	to	to	PART
ajema-8288	132	12	develop	develop	VERB
ajema-8288	132	13	an	an	DET
ajema-8288	132	14	industrial	industrial	ADJ
ajema-8288	132	15	system	system	NOUN
ajema-8288	132	16	which	which	PRON
ajema-8288	132	17	is	be	AUX
ajema-8288	132	18	stronger	strong	ADJ
ajema-8288	132	19	and	and	CCONJ
ajema-8288	132	20	more	more	ADV
ajema-8288	132	21	open	open	ADJ
ajema-8288	132	22	.	.	PUNCT
ajema-8288	133	1	additional	additional	ADJ
ajema-8288	133	2	research	research	NOUN
ajema-8288	133	3	about	about	ADP
ajema-8288	133	4	blockchain	blockchain	PROPN
ajema-8288	133	5	-	-	PUNCT
ajema-8288	133	6	iiot	iiot	PROPN
ajema-8288	133	7	cooperation	cooperation	NOUN
ajema-8288	133	8	should	should	AUX
ajema-8288	133	9	focus	focus	VERB
ajema-8288	133	10	on	on	ADP
ajema-8288	133	11	optimization	optimization	NOUN
ajema-8288	133	12	strategies	strategy	NOUN
ajema-8288	133	13	to	to	PART
ajema-8288	133	14	enhance	enhance	VERB
ajema-8288	133	15	sustainability	sustainability	NOUN
ajema-8288	133	16	outcomes	outcome	NOUN
ajema-8288	133	17	in	in	ADP
ajema-8288	133	18	industrial	industrial	ADJ
ajema-8288	133	19	and	and	CCONJ
ajema-8288	133	20	supply	supply	NOUN
ajema-8288	133	21	chain	chain	NOUN
ajema-8288	133	22	processes	process	NOUN
ajema-8288	133	23	.	.	PUNCT
ajema-8288	134	1	ardolino	ardolino	PROPN
ajema-8288	134	2	et	et	PROPN
ajema-8288	134	3	al	al	PROPN
ajema-8288	134	4	.	.	PROPN
ajema-8288	135	1	(	(	PUNCT
ajema-8288	135	2	2025	2025	NUM
ajema-8288	135	3	)	)	PUNCT
ajema-8288	135	4	investigate	investigate	VERB
ajema-8288	135	5	how	how	SCONJ
ajema-8288	135	6	digital	digital	ADJ
ajema-8288	135	7	technologies	technology	NOUN
ajema-8288	135	8	contribute	contribute	VERB
ajema-8288	135	9	to	to	ADP
ajema-8288	135	10	improving	improve	VERB
ajema-8288	135	11	digital	digital	ADJ
ajema-8288	135	12	competencies	competency	NOUN
ajema-8288	135	13	in	in	ADP
ajema-8288	135	14	manufacturing	manufacture	VERB
ajema-8288	135	15	supply	supply	NOUN
ajema-8288	135	16	chains	chain	NOUN
ajema-8288	135	17	throughout	throughout	ADP
ajema-8288	135	18	disruptive	disruptive	ADJ
ajema-8288	135	19	events	event	NOUN
ajema-8288	135	20	.	.	PUNCT
ajema-8288	136	1	the	the	DET
ajema-8288	136	2	study	study	NOUN
ajema-8288	136	3	analyzes	analyze	VERB
ajema-8288	136	4	organizational	organizational	ADJ
ajema-8288	136	5	resilience	resilience	NOUN
ajema-8288	136	6	and	and	CCONJ
ajema-8288	136	7	business	business	NOUN
ajema-8288	136	8	competitiveness	competitiveness	NOUN
ajema-8288	136	9	through	through	ADP
ajema-8288	136	10	eight	eight	NUM
ajema-8288	136	11	case	case	NOUN
ajema-8288	136	12	examples	example	NOUN
ajema-8288	136	13	by	by	ADP
ajema-8288	136	14	applying	apply	VERB
ajema-8288	136	15	the	the	DET
ajema-8288	136	16	digital	digital	ADJ
ajema-8288	136	17	capability	capability	NOUN
ajema-8288	136	18	model	model	NOUN
ajema-8288	136	19	(	(	PUNCT
ajema-8288	136	20	dcm	dcm	PROPN
ajema-8288	136	21	)	)	PUNCT
ajema-8288	136	22	.	.	PUNCT
ajema-8288	137	1	digital	digital	PROPN
ajema-8288	137	2	technology	technology	NOUN
ajema-8288	137	3	deployment	deployment	NOUN
ajema-8288	137	4	through	through	ADP
ajema-8288	137	5	strategic	strategic	ADJ
ajema-8288	137	6	planning	planning	NOUN
ajema-8288	137	7	creates	create	VERB
ajema-8288	137	8	three	three	NUM
ajema-8288	137	9	beneficial	beneficial	ADJ
ajema-8288	137	10	outcomes	outcome	NOUN
ajema-8288	137	11	which	which	PRON
ajema-8288	137	12	include	include	VERB
ajema-8288	137	13	risk	risk	NOUN
ajema-8288	137	14	management	management	NOUN
ajema-8288	137	15	and	and	CCONJ
ajema-8288	137	16	enhanced	enhance	VERB
ajema-8288	137	17	supply	supply	NOUN
ajema-8288	137	18	chain	chain	NOUN
ajema-8288	137	19	adaptability	adaptability	NOUN
ajema-8288	137	20	with	with	ADP
ajema-8288	137	21	sustainable	sustainable	ADJ
ajema-8288	137	22	business	business	NOUN
ajema-8288	137	23	operation	operation	NOUN
ajema-8288	137	24	[	[	X
ajema-8288	137	25	4	4	NUM
ajema-8288	137	26	]	]	PUNCT
ajema-8288	137	27	.	.	PUNCT
ajema-8288	138	1	supply	supply	NOUN
ajema-8288	138	2	chain	chain	NOUN
ajema-8288	138	3	weaknesses	weakness	NOUN
ajema-8288	138	4	have	have	AUX
ajema-8288	138	5	become	become	VERB
ajema-8288	138	6	59	59	NUM
ajema-8288	138	7	journal	journal	NOUN
ajema-8288	138	8	of	of	ADP
ajema-8288	138	9	engineering	engineering	NOUN
ajema-8288	138	10	,	,	PUNCT
ajema-8288	138	11	mechanics	mechanic	NOUN
ajema-8288	138	12	and	and	CCONJ
ajema-8288	138	13	architecture	architecture	NOUN
ajema-8288	138	14	www	www	NOUN
ajema-8288	138	15	.	.	PUNCT
ajema-8288	139	1	grnjournal.us	grnjournal.us	PRON
ajema-8288	139	2	more	more	ADV
ajema-8288	139	3	evident	evident	ADJ
ajema-8288	139	4	because	because	SCONJ
ajema-8288	139	5	of	of	ADP
ajema-8288	139	6	world	world	NOUN
ajema-8288	139	7	events	event	NOUN
ajema-8288	139	8	like	like	ADP
ajema-8288	139	9	covid-19	covid-19	PROPN
ajema-8288	139	10	and	and	CCONJ
ajema-8288	139	11	political	political	ADJ
ajema-8288	139	12	conflicts	conflict	NOUN
ajema-8288	139	13	which	which	PRON
ajema-8288	139	14	support	support	VERB
ajema-8288	139	15	the	the	DET
ajema-8288	139	16	necessity	necessity	NOUN
ajema-8288	139	17	of	of	ADP
ajema-8288	139	18	establishing	establish	VERB
ajema-8288	139	19	digital	digital	ADJ
ajema-8288	139	20	transformation	transformation	NOUN
ajema-8288	139	21	solutions	solution	NOUN
ajema-8288	139	22	.	.	PUNCT
ajema-8288	140	1	the	the	DET
ajema-8288	140	2	combination	combination	NOUN
ajema-8288	140	3	of	of	ADP
ajema-8288	140	4	ai	ai	VERB
ajema-8288	140	5	together	together	ADV
ajema-8288	140	6	with	with	ADP
ajema-8288	140	7	iot	iot	PROPN
ajema-8288	140	8	and	and	CCONJ
ajema-8288	140	9	blockchain	blockchain	PROPN
ajema-8288	140	10	technologies	technology	NOUN
ajema-8288	140	11	helps	help	VERB
ajema-8288	140	12	performance	performance	NOUN
ajema-8288	140	13	through	through	ADP
ajema-8288	140	14	immediate	immediate	ADJ
ajema-8288	140	15	data	datum	NOUN
ajema-8288	140	16	sharing	sharing	NOUN
ajema-8288	140	17	and	and	CCONJ
ajema-8288	140	18	better	well	ADJ
ajema-8288	140	19	resource	resource	NOUN
ajema-8288	140	20	distribution	distribution	NOUN
ajema-8288	140	21	as	as	ADV
ajema-8288	140	22	well	well	ADV
ajema-8288	140	23	as	as	ADP
ajema-8288	140	24	enhanced	enhanced	ADJ
ajema-8288	140	25	decision	decision	NOUN
ajema-8288	140	26	-	-	PUNCT
ajema-8288	140	27	making	make	VERB
ajema-8288	140	28	capability	capability	NOUN
ajema-8288	140	29	.	.	PUNCT
ajema-8288	141	1	the	the	DET
ajema-8288	141	2	research	research	NOUN
ajema-8288	141	3	provides	provide	VERB
ajema-8288	141	4	tangible	tangible	ADJ
ajema-8288	141	5	practical	practical	ADJ
ajema-8288	141	6	knowledge	knowledge	NOUN
ajema-8288	141	7	about	about	ADP
ajema-8288	141	8	digital	digital	ADJ
ajema-8288	141	9	capability	capability	NOUN
ajema-8288	141	10	development	development	NOUN
ajema-8288	141	11	that	that	PRON
ajema-8288	141	12	helps	help	VERB
ajema-8288	141	13	manufacturing	manufacture	VERB
ajema-8288	141	14	organizations	organization	NOUN
ajema-8288	141	15	achieve	achieve	VERB
ajema-8288	141	16	market	market	NOUN
ajema-8288	141	17	dominance	dominance	NOUN
ajema-8288	141	18	in	in	ADP
ajema-8288	141	19	uncertain	uncertain	ADJ
ajema-8288	141	20	circumstances	circumstance	NOUN
ajema-8288	141	21	.	.	PUNCT
ajema-8288	142	1	kumar	kumar	PROPN
ajema-8288	142	2	and	and	CCONJ
ajema-8288	142	3	singh	singh	PROPN
ajema-8288	142	4	(	(	PUNCT
ajema-8288	142	5	2025	2025	NUM
ajema-8288	142	6	)	)	PUNCT
ajema-8288	142	7	discuss	discuss	VERB
ajema-8288	142	8	supply	supply	NOUN
ajema-8288	142	9	chain	chain	VERB
ajema-8288	142	10	5.0	5.0	NUM
ajema-8288	142	11	adoption	adoption	NOUN
ajema-8288	142	12	in	in	ADP
ajema-8288	142	13	modern	modern	ADJ
ajema-8288	142	14	industries	industry	NOUN
ajema-8288	142	15	by	by	ADP
ajema-8288	142	16	examining	examine	VERB
ajema-8288	142	17	enabling	enable	VERB
ajema-8288	142	18	factors	factor	NOUN
ajema-8288	142	19	and	and	CCONJ
ajema-8288	142	20	barriers	barrier	NOUN
ajema-8288	142	21	through	through	ADP
ajema-8288	142	22	grey	grey	ADJ
ajema-8288	142	23	influence	influence	NOUN
ajema-8288	142	24	analysis	analysis	NOUN
ajema-8288	142	25	.	.	PUNCT
ajema-8288	143	1	implementation	implementation	NOUN
ajema-8288	143	2	success	success	NOUN
ajema-8288	143	3	in	in	ADP
ajema-8288	143	4	supply	supply	NOUN
ajema-8288	143	5	chain	chain	NOUN
ajema-8288	143	6	5.0	5.0	NUM
ajema-8288	143	7	relies	relie	NOUN
ajema-8288	143	8	on	on	ADP
ajema-8288	143	9	three	three	NUM
ajema-8288	143	10	main	main	ADJ
ajema-8288	143	11	enabling	enable	VERB
ajema-8288	143	12	factors	factor	NOUN
ajema-8288	143	13	which	which	PRON
ajema-8288	143	14	are	be	AUX
ajema-8288	143	15	green	green	ADJ
ajema-8288	143	16	energy	energy	NOUN
ajema-8288	143	17	and	and	CCONJ
ajema-8288	143	18	universal	universal	ADJ
ajema-8288	143	19	storage	storage	NOUN
ajema-8288	143	20	together	together	ADV
ajema-8288	143	21	with	with	ADP
ajema-8288	143	22	smart	smart	ADJ
ajema-8288	143	23	contracts	contract	NOUN
ajema-8288	143	24	but	but	CCONJ
ajema-8288	143	25	adoption	adoption	NOUN
ajema-8288	143	26	faces	face	VERB
ajema-8288	143	27	three	three	NUM
ajema-8288	143	28	primary	primary	ADJ
ajema-8288	143	29	obstacles	obstacle	NOUN
ajema-8288	143	30	from	from	ADP
ajema-8288	143	31	machine	machine	NOUN
ajema-8288	143	32	adaptability	adaptability	NOUN
ajema-8288	143	33	and	and	CCONJ
ajema-8288	143	34	security	security	NOUN
ajema-8288	143	35	and	and	CCONJ
ajema-8288	143	36	privacy	privacy	NOUN
ajema-8288	143	37	threats	threat	NOUN
ajema-8288	143	38	alongside	alongside	ADP
ajema-8288	143	39	the	the	DET
ajema-8288	143	40	lack	lack	NOUN
ajema-8288	143	41	of	of	ADP
ajema-8288	143	42	green	green	ADJ
ajema-8288	143	43	initiatives	initiative	NOUN
ajema-8288	143	44	[	[	X
ajema-8288	143	45	5	5	NUM
ajema-8288	143	46	]	]	PUNCT
ajema-8288	143	47	.	.	PUNCT
ajema-8288	144	1	the	the	DET
ajema-8288	144	2	research	research	NOUN
ajema-8288	144	3	applies	apply	VERB
ajema-8288	144	4	qualitative	qualitative	ADJ
ajema-8288	144	5	causal	causal	ADJ
ajema-8288	144	6	modeling	modeling	NOUN
ajema-8288	144	7	as	as	ADV
ajema-8288	144	8	well	well	ADV
ajema-8288	144	9	as	as	ADP
ajema-8288	144	10	regression	regression	VERB
ajema-8288	144	11	analysis	analysis	NOUN
ajema-8288	144	12	to	to	PART
ajema-8288	144	13	determine	determine	VERB
ajema-8288	144	14	that	that	SCONJ
ajema-8288	144	15	resolving	resolve	VERB
ajema-8288	144	16	adaptability	adaptability	NOUN
ajema-8288	144	17	challenges	challenge	NOUN
ajema-8288	144	18	demands	demand	VERB
ajema-8288	144	19	several	several	ADJ
ajema-8288	144	20	enablers	enabler	NOUN
ajema-8288	144	21	which	which	PRON
ajema-8288	144	22	include	include	VERB
ajema-8288	144	23	intelligent	intelligent	ADJ
ajema-8288	144	24	systems	system	NOUN
ajema-8288	144	25	alongside	alongside	ADP
ajema-8288	144	26	innovative	innovative	ADJ
ajema-8288	144	27	technologies	technology	NOUN
ajema-8288	144	28	.	.	PUNCT
ajema-8288	145	1	the	the	DET
ajema-8288	145	2	research	research	NOUN
ajema-8288	145	3	develops	develop	VERB
ajema-8288	145	4	guidelines	guideline	NOUN
ajema-8288	145	5	that	that	PRON
ajema-8288	145	6	enable	enable	VERB
ajema-8288	145	7	decision	decision	NOUN
ajema-8288	145	8	-	-	PUNCT
ajema-8288	145	9	makers	maker	NOUN
ajema-8288	145	10	in	in	ADP
ajema-8288	145	11	developing	develop	VERB
ajema-8288	145	12	economies	economy	NOUN
ajema-8288	145	13	to	to	PART
ajema-8288	145	14	reduce	reduce	VERB
ajema-8288	145	15	their	their	PRON
ajema-8288	145	16	risks	risk	NOUN
ajema-8288	145	17	and	and	CCONJ
ajema-8288	145	18	promote	promote	VERB
ajema-8288	145	19	supply	supply	NOUN
ajema-8288	145	20	chain	chain	NOUN
ajema-8288	145	21	5.0	5.0	NUM
ajema-8288	145	22	implementation	implementation	NOUN
ajema-8288	145	23	.	.	PUNCT
ajema-8288	146	1	this	this	DET
ajema-8288	146	2	research	research	NOUN
ajema-8288	146	3	presents	present	VERB
ajema-8288	146	4	a	a	DET
ajema-8288	146	5	practical	practical	ADJ
ajema-8288	146	6	model	model	NOUN
ajema-8288	146	7	that	that	PRON
ajema-8288	146	8	connects	connect	VERB
ajema-8288	146	9	enabling	enable	VERB
ajema-8288	146	10	factors	factor	NOUN
ajema-8288	146	11	with	with	ADP
ajema-8288	146	12	barriers	barrier	NOUN
ajema-8288	146	13	to	to	PART
ajema-8288	146	14	clarify	clarify	VERB
ajema-8288	146	15	approaches	approach	NOUN
ajema-8288	146	16	for	for	ADP
ajema-8288	146	17	reducing	reduce	VERB
ajema-8288	146	18	challenges	challenge	NOUN
ajema-8288	146	19	while	while	SCONJ
ajema-8288	146	20	facilitating	facilitate	VERB
ajema-8288	146	21	digital	digital	ADJ
ajema-8288	146	22	transformation	transformation	NOUN
ajema-8288	146	23	in	in	ADP
ajema-8288	146	24	next	next	ADJ
ajema-8288	146	25	-	-	PUNCT
ajema-8288	146	26	generation	generation	NOUN
ajema-8288	146	27	supply	supply	NOUN
ajema-8288	146	28	chain	chain	NOUN
ajema-8288	146	29	systems	system	NOUN
ajema-8288	146	30	to	to	PART
ajema-8288	146	31	achieve	achieve	VERB
ajema-8288	146	32	industrial	industrial	ADJ
ajema-8288	146	33	operation	operation	NOUN
ajema-8288	146	34	sustainability	sustainability	NOUN
ajema-8288	146	35	and	and	CCONJ
ajema-8288	146	36	resilience	resilience	NOUN
ajema-8288	146	37	.	.	PUNCT
ajema-8288	147	1	3	3	X
ajema-8288	147	2	.	.	X
ajema-8288	147	3	methodology	methodology	NOUN
ajema-8288	147	4	the	the	DET
ajema-8288	147	5	study	study	NOUN
ajema-8288	147	6	analyzes	analyze	VERB
ajema-8288	147	7	supply	supply	NOUN
ajema-8288	147	8	chain	chain	NOUN
ajema-8288	147	9	management	management	NOUN
ajema-8288	147	10	impacts	impact	NOUN
ajema-8288	147	11	through	through	ADP
ajema-8288	147	12	data	data	NOUN
ajema-8288	147	13	-	-	PUNCT
ajema-8288	147	14	based	base	VERB
ajema-8288	147	15	assessment	assessment	NOUN
ajema-8288	147	16	of	of	ADP
ajema-8288	147	17	electrical	electrical	ADJ
ajema-8288	147	18	machine	machine	NOUN
ajema-8288	147	19	automation	automation	NOUN
ajema-8288	147	20	.	.	PUNCT
ajema-8288	148	1	the	the	DET
ajema-8288	148	2	research	research	NOUN
ajema-8288	148	3	combines	combine	VERB
ajema-8288	148	4	statistical	statistical	ADJ
ajema-8288	148	5	methods	method	NOUN
ajema-8288	148	6	with	with	ADP
ajema-8288	148	7	machine	machine	NOUN
ajema-8288	148	8	learning	learn	VERB
ajema-8288	148	9	predictive	predictive	ADJ
ajema-8288	148	10	analysis	analysis	NOUN
ajema-8288	148	11	to	to	PART
ajema-8288	148	12	assess	assess	VERB
ajema-8288	148	13	operational	operational	ADJ
ajema-8288	148	14	effects	effect	NOUN
ajema-8288	148	15	and	and	CCONJ
ajema-8288	148	16	production	production	NOUN
ajema-8288	148	17	characteristics	characteristic	NOUN
ajema-8288	148	18	as	as	ADV
ajema-8288	148	19	well	well	ADV
ajema-8288	148	20	as	as	ADP
ajema-8288	148	21	defect	defect	ADJ
ajema-8288	148	22	occurrences	occurrence	NOUN
ajema-8288	148	23	and	and	CCONJ
ajema-8288	148	24	power	power	NOUN
ajema-8288	148	25	usage	usage	NOUN
ajema-8288	148	26	and	and	CCONJ
ajema-8288	148	27	output	output	NOUN
ajema-8288	148	28	speed	speed	NOUN
ajema-8288	148	29	[	[	X
ajema-8288	148	30	27	27	NUM
ajema-8288	148	31	]	]	PUNCT
ajema-8288	148	32	.	.	PUNCT
ajema-8288	149	1	the	the	DET
ajema-8288	149	2	research	research	NOUN
ajema-8288	149	3	methodology	methodology	NOUN
ajema-8288	149	4	starts	start	VERB
ajema-8288	149	5	with	with	ADP
ajema-8288	149	6	gathering	gather	VERB
ajema-8288	149	7	manufacturing	manufacture	VERB
ajema-8288	149	8	data	datum	NOUN
ajema-8288	149	9	from	from	ADP
ajema-8288	149	10	various	various	ADJ
ajema-8288	149	11	sources	source	NOUN
ajema-8288	149	12	and	and	CCONJ
ajema-8288	149	13	continuing	continue	VERB
ajema-8288	149	14	with	with	ADP
ajema-8288	149	15	preprocessing	preprocesse	VERB
ajema-8288	149	16	measures	measure	NOUN
ajema-8288	149	17	and	and	CCONJ
ajema-8288	149	18	advanced	advanced	ADJ
ajema-8288	149	19	tool	tool	NOUN
ajema-8288	149	20	usage	usage	NOUN
ajema-8288	149	21	of	of	ADP
ajema-8288	149	22	tableau	tableau	PROPN
ajema-8288	149	23	and	and	CCONJ
ajema-8288	149	24	python	python	NOUN
ajema-8288	149	25	for	for	ADP
ajema-8288	149	26	analysis	analysis	NOUN
ajema-8288	149	27	and	and	CCONJ
ajema-8288	149	28	visualization	visualization	NOUN
ajema-8288	149	29	.	.	PUNCT
ajema-8288	150	1	the	the	DET
ajema-8288	150	2	research	research	NOUN
ajema-8288	150	3	employs	employ	VERB
ajema-8288	150	4	a	a	DET
ajema-8288	150	5	mix	mix	NOUN
ajema-8288	150	6	of	of	ADP
ajema-8288	150	7	quantitative	quantitative	ADJ
ajema-8288	150	8	investigation	investigation	NOUN
ajema-8288	150	9	methods	method	NOUN
ajema-8288	150	10	together	together	ADV
ajema-8288	150	11	with	with	ADP
ajema-8288	150	12	qualitative	qualitative	ADJ
ajema-8288	150	13	research	research	NOUN
ajema-8288	150	14	information	information	NOUN
ajema-8288	150	15	obtained	obtain	VERB
ajema-8288	150	16	from	from	ADP
ajema-8288	150	17	industry	industry	NOUN
ajema-8288	150	18	reports	report	NOUN
ajema-8288	150	19	and	and	CCONJ
ajema-8288	150	20	case	case	NOUN
ajema-8288	150	21	studies	study	NOUN
ajema-8288	150	22	[	[	X
ajema-8288	150	23	28	28	NUM
ajema-8288	150	24	]	]	PUNCT
ajema-8288	150	25	.	.	PUNCT
ajema-8288	151	1	the	the	DET
ajema-8288	151	2	methodology	methodology	NOUN
ajema-8288	151	3	produces	produce	VERB
ajema-8288	151	4	comprehensive	comprehensive	ADJ
ajema-8288	151	5	evaluations	evaluation	NOUN
ajema-8288	151	6	about	about	ADP
ajema-8288	151	7	how	how	SCONJ
ajema-8288	151	8	automation	automation	NOUN
ajema-8288	151	9	performs	perform	VERB
ajema-8288	151	10	in	in	ADP
ajema-8288	151	11	present	present	ADJ
ajema-8288	151	12	-	-	PUNCT
ajema-8288	151	13	day	day	NOUN
ajema-8288	151	14	manufacturing	manufacturing	NOUN
ajema-8288	151	15	operations	operation	NOUN
ajema-8288	151	16	.	.	PUNCT
ajema-8288	152	1	3.1	3.1	NUM
ajema-8288	152	2	research	research	NOUN
ajema-8288	152	3	design	design	NOUN
ajema-8288	152	4	the	the	DET
ajema-8288	152	5	research	research	NOUN
ajema-8288	152	6	design	design	NOUN
ajema-8288	152	7	uses	use	VERB
ajema-8288	152	8	quantitative	quantitative	ADJ
ajema-8288	152	9	methods	method	NOUN
ajema-8288	152	10	along	along	ADP
ajema-8288	152	11	with	with	ADP
ajema-8288	152	12	qualitative	qualitative	ADJ
ajema-8288	152	13	techniques	technique	NOUN
ajema-8288	152	14	for	for	ADP
ajema-8288	152	15	a	a	DET
ajema-8288	152	16	comprehensive	comprehensive	ADJ
ajema-8288	152	17	evaluation	evaluation	NOUN
ajema-8288	152	18	of	of	ADP
ajema-8288	152	19	supply	supply	NOUN
ajema-8288	152	20	chain	chain	NOUN
ajema-8288	152	21	automation	automation	NOUN
ajema-8288	152	22	processes	process	NOUN
ajema-8288	152	23	in	in	ADP
ajema-8288	152	24	management	management	NOUN
ajema-8288	153	1	[	[	X
ajema-8288	153	2	29	29	NUM
ajema-8288	153	3	]	]	PUNCT
ajema-8288	153	4	.	.	PUNCT
ajema-8288	154	1	structure	structure	NOUN
ajema-8288	154	2	data	datum	NOUN
ajema-8288	154	3	sets	set	NOUN
ajema-8288	154	4	go	go	VERB
ajema-8288	154	5	through	through	ADP
ajema-8288	154	6	machine	machine	NOUN
ajema-8288	154	7	learning	learning	NOUN
ajema-8288	154	8	models	model	NOUN
ajema-8288	154	9	in	in	ADP
ajema-8288	154	10	the	the	DET
ajema-8288	154	11	quantitative	quantitative	ADJ
ajema-8288	154	12	phase	phase	NOUN
ajema-8288	154	13	to	to	PART
ajema-8288	154	14	detect	detect	VERB
ajema-8288	154	15	associations	association	NOUN
ajema-8288	154	16	and	and	CCONJ
ajema-8288	154	17	performance	performance	NOUN
ajema-8288	154	18	indicators	indicator	NOUN
ajema-8288	154	19	along	along	ADP
ajema-8288	154	20	with	with	ADP
ajema-8288	154	21	data	datum	NOUN
ajema-8288	154	22	trends	trend	NOUN
ajema-8288	154	23	.	.	PUNCT
ajema-8288	155	1	statistical	statistical	ADJ
ajema-8288	155	2	techniques	technique	NOUN
ajema-8288	155	3	that	that	PRON
ajema-8288	155	4	use	use	VERB
ajema-8288	155	5	regression	regression	NOUN
ajema-8288	155	6	as	as	ADV
ajema-8288	155	7	well	well	ADV
ajema-8288	155	8	as	as	ADP
ajema-8288	155	9	hypothesis	hypothesis	NOUN
ajema-8288	155	10	testing	testing	NOUN
ajema-8288	155	11	determine	determine	VERB
ajema-8288	155	12	how	how	SCONJ
ajema-8288	155	13	automation	automation	NOUN
ajema-8288	155	14	improves	improve	VERB
ajema-8288	155	15	production	production	NOUN
ajema-8288	155	16	effectiveness	effectiveness	NOUN
ajema-8288	155	17	and	and	CCONJ
ajema-8288	155	18	predictive	predictive	ADJ
ajema-8288	155	19	maintenance	maintenance	NOUN
ajema-8288	155	20	procedures	procedure	NOUN
ajema-8288	155	21	[	[	X
ajema-8288	155	22	29	29	NUM
ajema-8288	155	23	]	]	PUNCT
ajema-8288	155	24	.	.	PUNCT
ajema-8288	156	1	reviews	review	NOUN
ajema-8288	156	2	of	of	ADP
ajema-8288	156	3	industry	industry	NOUN
ajema-8288	156	4	reports	report	NOUN
ajema-8288	156	5	and	and	CCONJ
ajema-8288	156	6	academic	academic	ADJ
ajema-8288	156	7	literature	literature	NOUN
ajema-8288	156	8	and	and	CCONJ
ajema-8288	156	9	expert	expert	NOUN
ajema-8288	156	10	opinions	opinion	NOUN
ajema-8288	156	11	produce	produce	VERB
ajema-8288	156	12	qualitative	qualitative	ADJ
ajema-8288	156	13	findings	finding	NOUN
ajema-8288	156	14	that	that	PRON
ajema-8288	156	15	demonstrate	demonstrate	VERB
ajema-8288	156	16	manufacturing	manufacturing	NOUN
ajema-8288	156	17	scenario	scenario	NOUN
ajema-8288	156	18	applications	application	NOUN
ajema-8288	156	19	in	in	ADP
ajema-8288	156	20	real	real	ADJ
ajema-8288	156	21	practice	practice	NOUN
ajema-8288	156	22	[	[	X
ajema-8288	156	23	30	30	NUM
ajema-8288	156	24	]	]	PUNCT
ajema-8288	156	25	.	.	PUNCT
ajema-8288	157	1	quantitative	quantitative	ADJ
ajema-8288	157	2	and	and	CCONJ
ajema-8288	157	3	qualitative	qualitative	ADJ
ajema-8288	157	4	methods	method	NOUN
ajema-8288	157	5	integrate	integrate	VERB
ajema-8288	157	6	to	to	PART
ajema-8288	157	7	measure	measure	VERB
ajema-8288	157	8	automation	automation	NOUN
ajema-8288	157	9	outcomes	outcome	NOUN
ajema-8288	157	10	specifically	specifically	ADV
ajema-8288	157	11	while	while	SCONJ
ajema-8288	157	12	studying	study	VERB
ajema-8288	157	13	the	the	DET
ajema-8288	157	14	consequences	consequence	NOUN
ajema-8288	157	15	they	they	PRON
ajema-8288	157	16	generate	generate	VERB
ajema-8288	157	17	at	at	ADP
ajema-8288	157	18	different	different	ADJ
ajema-8288	157	19	operational	operational	ADJ
ajema-8288	157	20	levels	level	NOUN
ajema-8288	157	21	.	.	PUNCT
ajema-8288	158	1	the	the	DET
ajema-8288	158	2	research	research	NOUN
ajema-8288	158	3	achieves	achieves	AUX
ajema-8288	158	4	strengthened	strengthen	VERB
ajema-8288	158	5	findings	finding	NOUN
ajema-8288	158	6	through	through	ADP
ajema-8288	158	7	integrating	integrate	VERB
ajema-8288	158	8	quantitative	quantitative	ADJ
ajema-8288	158	9	data	datum	NOUN
ajema-8288	158	10	analytics	analytic	NOUN
ajema-8288	158	11	with	with	ADP
ajema-8288	158	12	qualitative	qualitative	ADJ
ajema-8288	158	13	assessment	assessment	NOUN
ajema-8288	158	14	methods	method	NOUN
ajema-8288	158	15	which	which	PRON
ajema-8288	158	16	generates	generate	VERB
ajema-8288	158	17	precise	precise	ADJ
ajema-8288	158	18	knowledge	knowledge	NOUN
ajema-8288	158	19	about	about	ADP
ajema-8288	158	20	supply	supply	NOUN
ajema-8288	158	21	chain	chain	NOUN
ajema-8288	158	22	optimization	optimization	NOUN
ajema-8288	158	23	with	with	ADP
ajema-8288	158	24	automation	automation	NOUN
ajema-8288	158	25	along	along	ADP
ajema-8288	158	26	with	with	ADP
ajema-8288	158	27	its	its	PRON
ajema-8288	158	28	industrial	industrial	ADJ
ajema-8288	158	29	application	application	NOUN
ajema-8288	158	30	outlook	outlook	NOUN
ajema-8288	158	31	.	.	PUNCT
ajema-8288	159	1	3.2	3.2	NUM
ajema-8288	159	2	data	datum	NOUN
ajema-8288	159	3	sources	source	NOUN
ajema-8288	159	4	and	and	CCONJ
ajema-8288	159	5	selection	selection	NOUN
ajema-8288	159	6	the	the	DET
ajema-8288	159	7	research	research	NOUN
ajema-8288	159	8	draws	draw	VERB
ajema-8288	159	9	its	its	PRON
ajema-8288	159	10	data	datum	NOUN
ajema-8288	159	11	from	from	ADP
ajema-8288	159	12	two	two	NUM
ajema-8288	159	13	essential	essential	ADJ
ajema-8288	159	14	datasets	dataset	NOUN
ajema-8288	159	15	.	.	PUNCT
ajema-8288	160	1	a	a	DET
ajema-8288	160	2	real	real	ADJ
ajema-8288	160	3	-	-	PUNCT
ajema-8288	160	4	time	time	NOUN
ajema-8288	160	5	dataset	dataset	NOUN
ajema-8288	160	6	of	of	ADP
ajema-8288	160	7	operational	operational	ADJ
ajema-8288	160	8	metrics	metric	NOUN
ajema-8288	160	9	from	from	ADP
ajema-8288	160	10	automated	automate	VERB
ajema-8288	160	11	manufacturing	manufacturing	NOUN
ajema-8288	160	12	systems	system	NOUN
ajema-8288	160	13	exists	exist	VERB
ajema-8288	160	14	under	under	ADP
ajema-8288	160	15	the	the	DET
ajema-8288	160	16	name	name	NOUN
ajema-8288	160	17	fuzzy	fuzzy	ADV
ajema-8288	160	18	-	-	PUNCT
ajema-8288	160	19	based	base	VERB
ajema-8288	160	20	smart	smart	ADJ
ajema-8288	160	21	manufacturing	manufacturing	NOUN
ajema-8288	160	22	dataset	dataset	NOUN
ajema-8288	160	23	which	which	PRON
ajema-8288	160	24	covers	cover	VERB
ajema-8288	160	25	predictive	predictive	ADJ
ajema-8288	160	26	maintenance	maintenance	NOUN
ajema-8288	160	27	together	together	ADV
ajema-8288	160	28	with	with	ADP
ajema-8288	160	29	defect	defect	NOUN
ajema-8288	160	30	rates	rate	NOUN
ajema-8288	160	31	and	and	CCONJ
ajema-8288	160	32	efficiency	efficiency	NOUN
ajema-8288	160	33	improvement	improvement	NOUN
ajema-8288	160	34	measurements	measurement	NOUN
ajema-8288	160	35	[	[	X
ajema-8288	160	36	30	30	NUM
ajema-8288	160	37	]	]	PUNCT
ajema-8288	160	38	.	.	PUNCT
ajema-8288	161	1	through	through	ADP
ajema-8288	161	2	this	this	DET
ajema-8288	161	3	methodology	methodology	NOUN
ajema-8288	161	4	researchers	researcher	NOUN
ajema-8288	161	5	obtain	obtain	VERB
ajema-8288	161	6	important	important	ADJ
ajema-8288	161	7	information	information	NOUN
ajema-8288	161	8	regarding	regard	VERB
ajema-8288	161	9	production	production	NOUN
ajema-8288	161	10	performance	performance	NOUN
ajema-8288	161	11	changes	change	NOUN
ajema-8288	161	12	caused	cause	VERB
ajema-8288	161	13	by	by	ADP
ajema-8288	161	14	automation	automation	NOUN
ajema-8288	161	15	implementation	implementation	NOUN
ajema-8288	161	16	.	.	PUNCT
ajema-8288	162	1	the	the	DET
ajema-8288	162	2	intelligent	intelligent	ADJ
ajema-8288	162	3	manufacturing	manufacturing	NOUN
ajema-8288	162	4	dataset	dataset	NOUN
ajema-8288	162	5	for	for	ADP
ajema-8288	162	6	predictive	predictive	ADJ
ajema-8288	162	7	optimization	optimization	NOUN
ajema-8288	162	8	features	feature	VERB
ajema-8288	162	9	historical	historical	ADJ
ajema-8288	162	10	production	production	NOUN
ajema-8288	162	11	information	information	NOUN
ajema-8288	162	12	about	about	ADP
ajema-8288	162	13	energy	energy	NOUN
ajema-8288	162	14	consumption	consumption	NOUN
ajema-8288	162	15	trends	trend	NOUN
ajema-8288	162	16	together	together	ADV
ajema-8288	162	17	with	with	ADP
ajema-8288	162	18	machine	machine	NOUN
ajema-8288	162	19	60	60	NUM
ajema-8288	162	20	journal	journal	NOUN
ajema-8288	162	21	of	of	ADP
ajema-8288	162	22	engineering	engineering	NOUN
ajema-8288	162	23	,	,	PUNCT
ajema-8288	162	24	mechanics	mechanic	NOUN
ajema-8288	162	25	and	and	CCONJ
ajema-8288	162	26	architecture	architecture	NOUN
ajema-8288	162	27	www	www	NOUN
ajema-8288	162	28	.	.	PUNCT
ajema-8288	163	1	grnjournal.us	grnjournal.us	X
ajema-8288	163	2	stoppages	stoppage	NOUN
ajema-8288	163	3	as	as	ADV
ajema-8288	163	4	well	well	ADV
ajema-8288	163	5	as	as	ADP
ajema-8288	163	6	optimization	optimization	NOUN
ajema-8288	163	7	methods	method	NOUN
ajema-8288	163	8	for	for	ADP
ajema-8288	163	9	predictive	predictive	ADJ
ajema-8288	163	10	analysis	analysis	NOUN
ajema-8288	163	11	.	.	PUNCT
ajema-8288	164	1	the	the	DET
ajema-8288	164	2	assessment	assessment	NOUN
ajema-8288	164	3	informs	inform	VERB
ajema-8288	164	4	about	about	ADP
ajema-8288	164	5	the	the	DET
ajema-8288	164	6	ways	way	NOUN
ajema-8288	164	7	ai	ai	VERB
ajema-8288	164	8	automation	automation	NOUN
ajema-8288	164	9	enhances	enhance	VERB
ajema-8288	164	10	managerial	managerial	ADJ
ajema-8288	164	11	choices	choice	NOUN
ajema-8288	164	12	and	and	CCONJ
ajema-8288	164	13	resource	resource	NOUN
ajema-8288	164	14	distribution	distribution	NOUN
ajema-8288	164	15	mechanisms	mechanism	NOUN
ajema-8288	164	16	in	in	ADP
ajema-8288	164	17	supply	supply	NOUN
ajema-8288	164	18	chain	chain	NOUN
ajema-8288	164	19	operations	operation	NOUN
ajema-8288	164	20	.	.	PUNCT
ajema-8288	165	1	3.3	3.3	NUM
ajema-8288	165	2	data	datum	NOUN
ajema-8288	165	3	processing	processing	NOUN
ajema-8288	165	4	and	and	CCONJ
ajema-8288	165	5	preprocessing	preprocesse	VERB
ajema-8288	165	6	several	several	ADJ
ajema-8288	165	7	preprocessing	preprocessing	NOUN
ajema-8288	165	8	techniques	technique	NOUN
ajema-8288	165	9	were	be	AUX
ajema-8288	165	10	applied	apply	VERB
ajema-8288	165	11	to	to	ADP
ajema-8288	165	12	the	the	DET
ajema-8288	165	13	raw	raw	ADJ
ajema-8288	165	14	datasets	dataset	NOUN
ajema-8288	165	15	because	because	SCONJ
ajema-8288	165	16	these	these	PRON
ajema-8288	165	17	contain	contain	VERB
ajema-8288	165	18	inconsistencies	inconsistency	NOUN
ajema-8288	165	19	together	together	ADV
ajema-8288	165	20	with	with	ADP
ajema-8288	165	21	missing	miss	VERB
ajema-8288	165	22	values	value	NOUN
ajema-8288	165	23	and	and	CCONJ
ajema-8288	165	24	redundant	redundant	ADJ
ajema-8288	165	25	information	information	NOUN
ajema-8288	165	26	which	which	PRON
ajema-8288	165	27	required	require	VERB
ajema-8288	165	28	enhancement	enhancement	NOUN
ajema-8288	165	29	for	for	ADP
ajema-8288	165	30	data	datum	NOUN
ajema-8288	165	31	quality	quality	NOUN
ajema-8288	165	32	and	and	CCONJ
ajema-8288	165	33	reliability	reliability	NOUN
ajema-8288	165	34	purposes	purpose	NOUN
ajema-8288	165	35	.	.	PUNCT
ajema-8288	166	1	standard	standard	ADJ
ajema-8288	166	2	numerical	numerical	PROPN
ajema-8288	166	3	value	value	PROPN
ajema-8288	166	4	normalization	normalization	NOUN
ajema-8288	166	5	formed	form	VERB
ajema-8288	166	6	a	a	DET
ajema-8288	166	7	part	part	NOUN
ajema-8288	166	8	of	of	ADP
ajema-8288	166	9	data	datum	NOUN
ajema-8288	166	10	cleaning	clean	VERB
ajema-8288	166	11	operations	operation	NOUN
ajema-8288	166	12	which	which	PRON
ajema-8288	166	13	accompanied	accompany	VERB
ajema-8288	166	14	identifying	identify	VERB
ajema-8288	166	15	and	and	CCONJ
ajema-8288	166	16	eliminating	eliminate	VERB
ajema-8288	166	17	data	datum	NOUN
ajema-8288	166	18	points	point	NOUN
ajema-8288	166	19	with	with	ADP
ajema-8288	166	20	missing	missing	ADJ
ajema-8288	166	21	or	or	CCONJ
ajema-8288	166	22	inconsistent	inconsistent	ADJ
ajema-8288	166	23	records	record	NOUN
ajema-8288	166	24	[	[	X
ajema-8288	166	25	31	31	NUM
ajema-8288	166	26	]	]	PUNCT
ajema-8288	166	27	.	.	PUNCT
ajema-8288	167	1	the	the	DET
ajema-8288	167	2	processing	processing	NOUN
ajema-8288	167	3	stage	stage	NOUN
ajema-8288	167	4	prevents	prevent	VERB
ajema-8288	167	5	errors	error	NOUN
ajema-8288	167	6	and	and	CCONJ
ajema-8288	167	7	invalid	invalid	ADJ
ajema-8288	167	8	data	datum	NOUN
ajema-8288	167	9	points	point	NOUN
ajema-8288	167	10	from	from	ADP
ajema-8288	167	11	affecting	affect	VERB
ajema-8288	167	12	the	the	DET
ajema-8288	167	13	analysis	analysis	NOUN
ajema-8288	167	14	results	result	NOUN
ajema-8288	167	15	.	.	PUNCT
ajema-8288	168	1	additional	additional	ADJ
ajema-8288	168	2	variables	variable	NOUN
ajema-8288	168	3	were	be	AUX
ajema-8288	168	4	developed	develop	VERB
ajema-8288	168	5	through	through	ADP
ajema-8288	168	6	feature	feature	NOUN
ajema-8288	168	7	engineering	engineering	NOUN
ajema-8288	168	8	for	for	ADP
ajema-8288	168	9	creating	create	VERB
ajema-8288	168	10	automation	automation	NOUN
ajema-8288	168	11	efficiency	efficiency	NOUN
ajema-8288	168	12	scores	score	NOUN
ajema-8288	168	13	and	and	CCONJ
ajema-8288	168	14	supply	supply	NOUN
ajema-8288	168	15	chain	chain	NOUN
ajema-8288	168	16	responsiveness	responsiveness	NOUN
ajema-8288	168	17	metrics	metric	NOUN
ajema-8288	168	18	that	that	PRON
ajema-8288	168	19	enhanced	enhance	VERB
ajema-8288	168	20	the	the	DET
ajema-8288	168	21	understanding	understanding	NOUN
ajema-8288	168	22	of	of	ADP
ajema-8288	168	23	automation	automation	NOUN
ajema-8288	168	24	effects	effect	NOUN
ajema-8288	168	25	.	.	PUNCT
ajema-8288	169	1	machine	machine	NOUN
ajema-8288	169	2	-	-	PUNCT
ajema-8288	169	3	level	level	NOUN
ajema-8288	169	4	information	information	NOUN
ajema-8288	169	5	was	be	AUX
ajema-8288	169	6	grouped	group	VERB
ajema-8288	169	7	into	into	ADP
ajema-8288	169	8	higher	high	ADJ
ajema-8288	169	9	-	-	PUNCT
ajema-8288	169	10	level	level	NOUN
ajema-8288	169	11	analyses	analysis	NOUN
ajema-8288	169	12	to	to	PART
ajema-8288	169	13	generate	generate	VERB
ajema-8288	169	14	explanations	explanation	NOUN
ajema-8288	169	15	that	that	PRON
ajema-8288	169	16	enhanced	enhanced	ADJ
ajema-8288	169	17	supply	supply	NOUN
ajema-8288	169	18	chain	chain	NOUN
ajema-8288	169	19	evaluation	evaluation	NOUN
ajema-8288	169	20	capabilities	capability	NOUN
ajema-8288	169	21	[	[	X
ajema-8288	169	22	32	32	NUM
ajema-8288	169	23	]	]	PUNCT
ajema-8288	169	24	.	.	PUNCT
ajema-8288	170	1	the	the	DET
ajema-8288	170	2	normalization	normalization	NOUN
ajema-8288	170	3	process	process	NOUN
ajema-8288	170	4	applied	apply	VERB
ajema-8288	170	5	to	to	ADP
ajema-8288	170	6	variables	variable	NOUN
ajema-8288	170	7	served	serve	VERB
ajema-8288	170	8	for	for	ADP
ajema-8288	170	9	eliminating	eliminate	VERB
ajema-8288	170	10	variability	variability	NOUN
ajema-8288	170	11	during	during	ADP
ajema-8288	170	12	comparisons	comparison	NOUN
ajema-8288	170	13	between	between	ADP
ajema-8288	170	14	different	different	ADJ
ajema-8288	170	15	datasets	dataset	NOUN
ajema-8288	170	16	.	.	PUNCT
ajema-8288	171	1	the	the	DET
ajema-8288	171	2	machine	machine	NOUN
ajema-8288	171	3	learning	learn	VERB
ajema-8288	171	4	applications	application	NOUN
ajema-8288	171	5	and	and	CCONJ
ajema-8288	171	6	advanced	advanced	ADJ
ajema-8288	171	7	analytics	analytic	NOUN
ajema-8288	171	8	process	process	NOUN
ajema-8288	171	9	required	require	VERB
ajema-8288	171	10	encoding	encoding	NOUN
ajema-8288	171	11	of	of	ADP
ajema-8288	171	12	categorical	categorical	ADJ
ajema-8288	171	13	data	datum	NOUN
ajema-8288	171	14	variables	variable	NOUN
ajema-8288	171	15	[	[	X
ajema-8288	171	16	33	33	NUM
ajema-8288	171	17	]	]	PUNCT
ajema-8288	171	18	.	.	PUNCT
ajema-8288	172	1	through	through	ADP
ajema-8288	172	2	these	these	DET
ajema-8288	172	3	preprocessing	preprocessing	NOUN
ajema-8288	172	4	operations	operation	NOUN
ajema-8288	172	5	the	the	DET
ajema-8288	172	6	data	datum	NOUN
ajema-8288	172	7	achieved	achieve	VERB
ajema-8288	172	8	suitable	suitable	ADJ
ajema-8288	172	9	quality	quality	NOUN
ajema-8288	172	10	for	for	ADP
ajema-8288	172	11	both	both	DET
ajema-8288	172	12	visualization	visualization	NOUN
ajema-8288	172	13	purposes	purpose	NOUN
ajema-8288	172	14	and	and	CCONJ
ajema-8288	172	15	decision	decision	NOUN
ajema-8288	172	16	-	-	PUNCT
ajema-8288	172	17	making	making	NOUN
ajema-8288	172	18	because	because	SCONJ
ajema-8288	172	19	it	it	PRON
ajema-8288	172	20	became	become	VERB
ajema-8288	172	21	accurate	accurate	ADJ
ajema-8288	172	22	and	and	CCONJ
ajema-8288	172	23	consistent	consistent	ADJ
ajema-8288	172	24	for	for	ADP
ajema-8288	172	25	automation	automation	NOUN
ajema-8288	172	26	-	-	PUNCT
ajema-8288	172	27	related	relate	VERB
ajema-8288	172	28	supply	supply	NOUN
ajema-8288	172	29	chain	chain	NOUN
ajema-8288	172	30	insight	insight	NOUN
ajema-8288	172	31	extraction	extraction	NOUN
ajema-8288	172	32	.	.	PUNCT
ajema-8288	173	1	3.4	3.4	NUM
ajema-8288	173	2	visualization	visualization	NOUN
ajema-8288	173	3	using	use	VERB
ajema-8288	173	4	tableau	tableau	PROPN
ajema-8288	173	5	and	and	CCONJ
ajema-8288	173	6	excel	excel	VERB
ajema-8288	173	7	the	the	DET
ajema-8288	173	8	analysis	analysis	NOUN
ajema-8288	173	9	and	and	CCONJ
ajema-8288	173	10	interpretation	interpretation	NOUN
ajema-8288	173	11	of	of	ADP
ajema-8288	173	12	supply	supply	NOUN
ajema-8288	173	13	chain	chain	NOUN
ajema-8288	173	14	management	management	NOUN
ajema-8288	173	15	automation	automation	NOUN
ajema-8288	173	16	effects	effect	NOUN
ajema-8288	173	17	were	be	AUX
ajema-8288	173	18	managed	manage	VERB
ajema-8288	173	19	using	use	VERB
ajema-8288	173	20	tableau	tableau	PROPN
ajema-8288	173	21	and	and	CCONJ
ajema-8288	173	22	excel	excel	VERB
ajema-8288	173	23	applications	application	NOUN
ajema-8288	173	24	[	[	X
ajema-8288	173	25	34	34	NUM
ajema-8288	173	26	]	]	PUNCT
ajema-8288	173	27	.	.	PUNCT
ajema-8288	174	1	tableau	tableau	PROPN
ajema-8288	174	2	helped	helped	AUX
ajema-8288	174	3	create	create	VERB
ajema-8288	174	4	adaptable	adaptable	ADJ
ajema-8288	174	5	screens	screen	NOUN
ajema-8288	174	6	for	for	ADP
ajema-8288	174	7	dashboard	dashboard	NOUN
ajema-8288	174	8	visualization	visualization	NOUN
ajema-8288	174	9	which	which	PRON
ajema-8288	174	10	displayed	display	VERB
ajema-8288	174	11	essential	essential	ADJ
ajema-8288	174	12	automation	automation	NOUN
ajema-8288	174	13	performance	performance	NOUN
ajema-8288	174	14	indicators	indicator	NOUN
ajema-8288	174	15	that	that	PRON
ajema-8288	174	16	included	include	VERB
ajema-8288	174	17	machine	machine	NOUN
ajema-8288	174	18	maintenance	maintenance	NOUN
ajema-8288	174	19	data	datum	NOUN
ajema-8288	174	20	analysis	analysis	NOUN
ajema-8288	174	21	and	and	CCONJ
ajema-8288	174	22	production	production	NOUN
ajema-8288	174	23	system	system	NOUN
ajema-8288	174	24	analysis	analysis	NOUN
ajema-8288	174	25	with	with	ADP
ajema-8288	174	26	measures	measure	NOUN
ajema-8288	174	27	of	of	ADP
ajema-8288	174	28	operational	operational	ADJ
ajema-8288	174	29	optimization	optimization	NOUN
ajema-8288	174	30	.	.	PUNCT
ajema-8288	175	1	the	the	DET
ajema-8288	175	2	automated	automate	VERB
ajema-8288	175	3	dashboards	dashboard	NOUN
ajema-8288	175	4	allowed	allow	VERB
ajema-8288	175	5	users	user	NOUN
ajema-8288	175	6	to	to	PART
ajema-8288	175	7	examine	examine	VERB
ajema-8288	175	8	automation	automation	NOUN
ajema-8288	175	9	impacts	impact	NOUN
ajema-8288	175	10	dynamically	dynamically	ADV
ajema-8288	175	11	for	for	ADP
ajema-8288	175	12	identifying	identify	VERB
ajema-8288	175	13	essential	essential	ADJ
ajema-8288	175	14	improvement	improvement	NOUN
ajema-8288	175	15	targets	target	NOUN
ajema-8288	175	16	[	[	X
ajema-8288	175	17	35	35	NUM
ajema-8288	175	18	]	]	PUNCT
ajema-8288	175	19	.	.	PUNCT
ajema-8288	176	1	exploratory	exploratory	ADJ
ajema-8288	176	2	data	datum	NOUN
ajema-8288	176	3	analysis	analysis	NOUN
ajema-8288	176	4	began	begin	VERB
ajema-8288	176	5	in	in	ADP
ajema-8288	176	6	excel	excel	NOUN
ajema-8288	176	7	where	where	SCONJ
ajema-8288	176	8	the	the	DET
ajema-8288	176	9	researchers	researcher	NOUN
ajema-8288	176	10	processed	process	VERB
ajema-8288	176	11	data	datum	NOUN
ajema-8288	176	12	to	to	PART
ajema-8288	176	13	create	create	VERB
ajema-8288	176	14	summaries	summary	NOUN
ajema-8288	176	15	along	along	ADP
ajema-8288	176	16	with	with	ADP
ajema-8288	176	17	identifying	identify	VERB
ajema-8288	176	18	trends	trend	NOUN
ajema-8288	176	19	and	and	CCONJ
ajema-8288	176	20	conducting	conduct	VERB
ajema-8288	176	21	simple	simple	ADJ
ajema-8288	176	22	statistical	statistical	ADJ
ajema-8288	176	23	assessments	assessment	NOUN
ajema-8288	176	24	.	.	PUNCT
ajema-8288	177	1	the	the	DET
ajema-8288	177	2	supply	supply	NOUN
ajema-8288	177	3	chain	chain	NOUN
ajema-8288	177	4	metrics	metric	NOUN
ajema-8288	177	5	received	receive	VERB
ajema-8288	177	6	analysis	analysis	NOUN
ajema-8288	177	7	from	from	ADP
ajema-8288	177	8	pivot	pivot	NOUN
ajema-8288	177	9	tables	table	NOUN
ajema-8288	177	10	to	to	PART
ajema-8288	177	11	identify	identify	VERB
ajema-8288	177	12	automation	automation	NOUN
ajema-8288	177	13	level	level	NOUN
ajema-8288	177	14	differences	difference	NOUN
ajema-8288	177	15	between	between	ADP
ajema-8288	177	16	efficiency	efficiency	NOUN
ajema-8288	177	17	measures	measure	NOUN
ajema-8288	177	18	and	and	CCONJ
ajema-8288	177	19	cost	cost	NOUN
ajema-8288	177	20	-	-	PUNCT
ajema-8288	177	21	effectiveness	effectiveness	NOUN
ajema-8288	177	22	along	along	ADP
ajema-8288	177	23	with	with	ADP
ajema-8288	177	24	responsiveness	responsiveness	NOUN
ajema-8288	177	25	levels	level	NOUN
ajema-8288	177	26	.	.	PUNCT
ajema-8288	178	1	the	the	DET
ajema-8288	178	2	research	research	NOUN
ajema-8288	178	3	project	project	NOUN
ajema-8288	178	4	used	use	VERB
ajema-8288	178	5	superior	superior	ADJ
ajema-8288	178	6	elements	element	NOUN
ajema-8288	178	7	from	from	ADP
ajema-8288	178	8	both	both	PRON
ajema-8288	178	9	tableau	tableau	PROPN
ajema-8288	178	10	visualization	visualization	NOUN
ajema-8288	178	11	features	feature	VERB
ajema-8288	178	12	and	and	CCONJ
ajema-8288	178	13	excel	excel	VERB
ajema-8288	178	14	analytical	analytical	ADJ
ajema-8288	178	15	functions	function	NOUN
ajema-8288	178	16	to	to	PART
ajema-8288	178	17	translate	translate	VERB
ajema-8288	178	18	complex	complex	ADJ
ajema-8288	178	19	information	information	NOUN
ajema-8288	178	20	into	into	ADP
ajema-8288	178	21	valuable	valuable	ADJ
ajema-8288	178	22	business	business	NOUN
ajema-8288	178	23	intelligence	intelligence	NOUN
ajema-8288	178	24	outputs	output	NOUN
ajema-8288	178	25	.	.	PUNCT
ajema-8288	179	1	the	the	DET
ajema-8288	179	2	methodology	methodology	NOUN
ajema-8288	179	3	provided	provide	VERB
ajema-8288	179	4	a	a	DET
ajema-8288	179	5	bridge	bridge	NOUN
ajema-8288	179	6	between	between	ADP
ajema-8288	179	7	basic	basic	ADJ
ajema-8288	179	8	statistics	statistic	NOUN
ajema-8288	179	9	and	and	CCONJ
ajema-8288	179	10	decision	decision	NOUN
ajema-8288	179	11	-	-	PUNCT
ajema-8288	179	12	making	make	VERB
ajema-8288	179	13	functions	function	NOUN
ajema-8288	179	14	to	to	PART
ajema-8288	179	15	make	make	VERB
ajema-8288	179	16	supply	supply	NOUN
ajema-8288	179	17	chain	chain	NOUN
ajema-8288	179	18	optimization	optimization	NOUN
ajema-8288	179	19	results	result	VERB
ajema-8288	179	20	both	both	CCONJ
ajema-8288	179	21	understandable	understandable	ADJ
ajema-8288	179	22	by	by	ADP
ajema-8288	179	23	analysts	analyst	NOUN
ajema-8288	179	24	and	and	CCONJ
ajema-8288	179	25	assumable	assumable	PROPN
ajema-8288	179	26	by	by	ADP
ajema-8288	179	27	business	business	NOUN
ajema-8288	179	28	leaders	leader	NOUN
ajema-8288	179	29	.	.	PUNCT
ajema-8288	180	1	3	3	X
ajema-8288	180	2	.	.	NOUN
ajema-8288	180	3	5	5	NUM
ajema-8288	180	4	evaluation	evaluation	NOUN
ajema-8288	180	5	metrics	metric	NOUN
ajema-8288	180	6	various	various	ADJ
ajema-8288	180	7	essential	essential	ADJ
ajema-8288	180	8	performance	performance	NOUN
ajema-8288	180	9	indicators	indicator	NOUN
ajema-8288	180	10	served	serve	VERB
ajema-8288	180	11	to	to	PART
ajema-8288	180	12	evaluate	evaluate	VERB
ajema-8288	180	13	how	how	SCONJ
ajema-8288	180	14	well	well	ADV
ajema-8288	180	15	automation	automation	NOUN
ajema-8288	180	16	works	work	VERB
ajema-8288	180	17	for	for	ADP
ajema-8288	180	18	supply	supply	NOUN
ajema-8288	180	19	chain	chain	NOUN
ajema-8288	180	20	management	management	NOUN
ajema-8288	180	21	.	.	PUNCT
ajema-8288	181	1	the	the	DET
ajema-8288	181	2	evaluation	evaluation	NOUN
ajema-8288	181	3	of	of	ADP
ajema-8288	181	4	operational	operational	ADJ
ajema-8288	181	5	efficiency	efficiency	NOUN
ajema-8288	181	6	between	between	ADP
ajema-8288	181	7	traditional	traditional	ADJ
ajema-8288	181	8	production	production	NOUN
ajema-8288	181	9	lines	line	NOUN
ajema-8288	181	10	and	and	CCONJ
ajema-8288	181	11	automated	automate	VERB
ajema-8288	181	12	systems	system	NOUN
ajema-8288	181	13	calculated	calculate	VERB
ajema-8288	181	14	production	production	NOUN
ajema-8288	181	15	time	time	NOUN
ajema-8288	181	16	and	and	CCONJ
ajema-8288	181	17	output	output	NOUN
ajema-8288	181	18	speed	speed	NOUN
ajema-8288	181	19	to	to	PART
ajema-8288	181	20	establish	establish	VERB
ajema-8288	181	21	automation	automation	NOUN
ajema-8288	181	22	improvement	improvement	NOUN
ajema-8288	181	23	results	result	NOUN
ajema-8288	181	24	[	[	X
ajema-8288	181	25	35	35	NUM
ajema-8288	181	26	]	]	PUNCT
ajema-8288	181	27	.	.	PUNCT
ajema-8288	182	1	the	the	DET
ajema-8288	182	2	analysis	analysis	NOUN
ajema-8288	182	3	of	of	ADP
ajema-8288	182	4	cost	cost	NOUN
ajema-8288	182	5	reduction	reduction	NOUN
ajema-8288	182	6	included	include	VERB
ajema-8288	182	7	steps	step	NOUN
ajema-8288	182	8	to	to	PART
ajema-8288	182	9	decrease	decrease	VERB
ajema-8288	182	10	labor	labor	NOUN
ajema-8288	182	11	expenditures	expenditure	NOUN
ajema-8288	182	12	together	together	ADV
ajema-8288	182	13	with	with	ADP
ajema-8288	182	14	assessment	assessment	NOUN
ajema-8288	182	15	of	of	ADP
ajema-8288	182	16	material	material	ADJ
ajema-8288	182	17	waste	waste	NOUN
ajema-8288	182	18	and	and	CCONJ
ajema-8288	182	19	quantified	quantify	VERB
ajema-8288	182	20	energy	energy	NOUN
ajema-8288	182	21	usage	usage	NOUN
ajema-8288	182	22	metrics	metric	NOUN
ajema-8288	182	23	to	to	PART
ajema-8288	182	24	prove	prove	VERB
ajema-8288	182	25	financial	financial	ADJ
ajema-8288	182	26	advantages	advantage	NOUN
ajema-8288	182	27	.	.	PUNCT
ajema-8288	183	1	the	the	DET
ajema-8288	183	2	evaluation	evaluation	NOUN
ajema-8288	183	3	of	of	ADP
ajema-8288	183	4	predictive	predictive	ADJ
ajema-8288	183	5	maintenance	maintenance	NOUN
ajema-8288	183	6	effects	effect	NOUN
ajema-8288	183	7	revealed	reveal	VERB
ajema-8288	183	8	how	how	SCONJ
ajema-8288	183	9	automation	automation	NOUN
ajema-8288	183	10	reduced	reduce	VERB
ajema-8288	183	11	failure	failure	NOUN
ajema-8288	183	12	rates	rate	NOUN
ajema-8288	183	13	of	of	ADP
ajema-8288	183	14	machines	machine	NOUN
ajema-8288	183	15	through	through	ADP
ajema-8288	183	16	decreased	decrease	VERB
ajema-8288	183	17	downtimes	downtime	NOUN
ajema-8288	183	18	and	and	CCONJ
ajema-8288	183	19	unexpected	unexpected	ADJ
ajema-8288	183	20	events	event	NOUN
ajema-8288	183	21	.	.	PUNCT
ajema-8288	184	1	the	the	DET
ajema-8288	184	2	measurement	measurement	NOUN
ajema-8288	184	3	of	of	ADP
ajema-8288	184	4	supply	supply	NOUN
ajema-8288	184	5	chain	chain	NOUN
ajema-8288	184	6	agility	agility	NOUN
ajema-8288	184	7	utilized	utilize	VERB
ajema-8288	184	8	just	just	ADV
ajema-8288	184	9	-	-	PUNCT
ajema-8288	184	10	in	in	ADP
ajema-8288	184	11	-	-	PUNCT
ajema-8288	184	12	time(jit	time(jit	ADJ
ajema-8288	184	13	)	)	PUNCT
ajema-8288	184	14	inventory	inventory	NOUN
ajema-8288	184	15	levels	level	NOUN
ajema-8288	184	16	combined	combine	VERB
ajema-8288	184	17	with	with	ADP
ajema-8288	184	18	order	order	NOUN
ajema-8288	184	19	fulfillment	fulfillment	NOUN
ajema-8288	184	20	speeds	speed	NOUN
ajema-8288	184	21	to	to	PART
ajema-8288	184	22	demonstrate	demonstrate	VERB
ajema-8288	184	23	automations	automation	NOUN
ajema-8288	184	24	role	role	NOUN
ajema-8288	184	25	in	in	ADP
ajema-8288	184	26	improving	improve	VERB
ajema-8288	184	27	demand	demand	NOUN
ajema-8288	184	28	fluctuation	fluctuation	NOUN
ajema-8288	184	29	responses	response	NOUN
ajema-8288	184	30	.	.	PUNCT
ajema-8288	185	1	3.6	3.6	NUM
ajema-8288	185	2	limitations	limitation	NOUN
ajema-8288	185	3	of	of	ADP
ajema-8288	185	4	the	the	DET
ajema-8288	185	5	study	study	NOUN
ajema-8288	185	6	the	the	DET
ajema-8288	185	7	study	study	NOUN
ajema-8288	185	8	provides	provide	VERB
ajema-8288	185	9	numerous	numerous	ADJ
ajema-8288	185	10	important	important	ADJ
ajema-8288	185	11	findings	finding	NOUN
ajema-8288	185	12	yet	yet	CCONJ
ajema-8288	185	13	it	it	PRON
ajema-8288	185	14	recognizes	recognize	VERB
ajema-8288	185	15	certain	certain	ADJ
ajema-8288	185	16	constraints	constraint	NOUN
ajema-8288	185	17	.	.	PUNCT
ajema-8288	186	1	the	the	DET
ajema-8288	186	2	study	study	NOUN
ajema-8288	186	3	was	be	AUX
ajema-8288	186	4	affected	affect	VERB
ajema-8288	186	5	by	by	ADP
ajema-8288	186	6	data	datum	NOUN
ajema-8288	186	7	limitations	limitation	NOUN
ajema-8288	186	8	since	since	SCONJ
ajema-8288	186	9	some	some	PRON
ajema-8288	186	10	of	of	ADP
ajema-8288	186	11	the	the	DET
ajema-8288	186	12	collected	collect	VERB
ajema-8288	186	13	datasets	dataset	NOUN
ajema-8288	186	14	did	do	AUX
ajema-8288	186	15	not	not	PART
ajema-8288	186	16	include	include	VERB
ajema-8288	186	17	complete	complete	ADJ
ajema-8288	186	18	automation	automation	NOUN
ajema-8288	186	19	scenarios	scenario	NOUN
ajema-8288	186	20	across	across	ADP
ajema-8288	186	21	industries	industry	NOUN
ajema-8288	186	22	which	which	PRON
ajema-8288	186	23	reduced	reduce	VERB
ajema-8288	186	24	potential	potential	ADJ
ajema-8288	186	25	application	application	NOUN
ajema-8288	186	26	scope	scope	NOUN
ajema-8288	186	27	.	.	PUNCT
ajema-8288	187	1	another	another	DET
ajema-8288	187	2	61	61	NUM
ajema-8288	187	3	journal	journal	NOUN
ajema-8288	187	4	of	of	ADP
ajema-8288	187	5	engineering	engineering	NOUN
ajema-8288	187	6	,	,	PUNCT
ajema-8288	187	7	mechanics	mechanic	NOUN
ajema-8288	187	8	and	and	CCONJ
ajema-8288	187	9	architecture	architecture	NOUN
ajema-8288	187	10	www	www	NOUN
ajema-8288	187	11	.	.	PUNCT
ajema-8288	188	1	grnjournal.us	grnjournal.us	X
ajema-8288	188	2	challenge	challenge	NOUN
ajema-8288	188	3	emerged	emerge	VERB
ajema-8288	188	4	from	from	ADP
ajema-8288	188	5	the	the	DET
ajema-8288	188	6	dataset	dataset	NOUN
ajema-8288	188	7	selection	selection	NOUN
ajema-8288	188	8	process	process	NOUN
ajema-8288	188	9	because	because	SCONJ
ajema-8288	188	10	the	the	DET
ajema-8288	188	11	current	current	ADJ
ajema-8288	188	12	relevant	relevant	ADJ
ajema-8288	188	13	data	datum	NOUN
ajema-8288	188	14	may	may	AUX
ajema-8288	188	15	fail	fail	VERB
ajema-8288	188	16	to	to	PART
ajema-8288	188	17	represent	represent	VERB
ajema-8288	188	18	worldwide	worldwide	ADJ
ajema-8288	188	19	supply	supply	NOUN
ajema-8288	188	20	chain	chain	NOUN
ajema-8288	188	21	dynamics	dynamic	NOUN
ajema-8288	188	22	properly	properly	ADV
ajema-8288	188	23	[	[	X
ajema-8288	188	24	36	36	NUM
ajema-8288	188	25	]	]	PUNCT
ajema-8288	188	26	.	.	PUNCT
ajema-8288	189	1	the	the	DET
ajema-8288	189	2	research	research	NOUN
ajema-8288	189	3	excluded	exclude	VERB
ajema-8288	189	4	qualitative	qualitative	ADJ
ajema-8288	189	5	aspects	aspect	NOUN
ajema-8288	189	6	regarding	regard	VERB
ajema-8288	189	7	workforce	workforce	NOUN
ajema-8288	189	8	adaptability	adaptability	NOUN
ajema-8288	189	9	and	and	CCONJ
ajema-8288	189	10	employee	employee	NOUN
ajema-8288	189	11	sentiment	sentiment	NOUN
ajema-8288	189	12	and	and	CCONJ
ajema-8288	189	13	managerial	managerial	ADJ
ajema-8288	189	14	perspectives	perspective	NOUN
ajema-8288	189	15	because	because	SCONJ
ajema-8288	189	16	its	its	PRON
ajema-8288	189	17	essential	essential	ADJ
ajema-8288	189	18	focus	focus	NOUN
ajema-8288	189	19	depended	depend	VERB
ajema-8288	189	20	on	on	ADP
ajema-8288	189	21	data	data	NOUN
ajema-8288	189	22	-	-	PUNCT
ajema-8288	189	23	driven	drive	VERB
ajema-8288	189	24	examination	examination	NOUN
ajema-8288	189	25	.	.	PUNCT
ajema-8288	190	1	the	the	DET
ajema-8288	190	2	generalization	generalization	NOUN
ajema-8288	190	3	scope	scope	NOUN
ajema-8288	190	4	remains	remain	VERB
ajema-8288	190	5	restricted	restrict	VERB
ajema-8288	190	6	because	because	SCONJ
ajema-8288	190	7	analysis	analysis	NOUN
ajema-8288	190	8	benefits	benefit	NOUN
ajema-8288	190	9	primarily	primarily	ADV
ajema-8288	190	10	industries	industry	NOUN
ajema-8288	190	11	that	that	PRON
ajema-8288	190	12	already	already	ADV
ajema-8288	190	13	implement	implement	VERB
ajema-8288	190	14	automation	automation	NOUN
ajema-8288	190	15	although	although	SCONJ
ajema-8288	190	16	organizations	organization	NOUN
ajema-8288	190	17	with	with	ADP
ajema-8288	190	18	low	low	ADJ
ajema-8288	190	19	digital	digital	ADJ
ajema-8288	190	20	adaptation	adaptation	NOUN
ajema-8288	190	21	show	show	VERB
ajema-8288	190	22	different	different	ADJ
ajema-8288	190	23	outcome	outcome	NOUN
ajema-8288	190	24	potential	potential	NOUN
ajema-8288	190	25	.	.	PUNCT
ajema-8288	191	1	4	4	X
ajema-8288	191	2	.	.	X
ajema-8288	191	3	result	result	VERB
ajema-8288	191	4	the	the	DET
ajema-8288	191	5	research	research	NOUN
ajema-8288	191	6	findings	finding	NOUN
ajema-8288	191	7	showcase	showcase	VERB
ajema-8288	191	8	how	how	SCONJ
ajema-8288	191	9	automation	automation	NOUN
ajema-8288	191	10	of	of	ADP
ajema-8288	191	11	electrical	electrical	ADJ
ajema-8288	191	12	machines	machine	NOUN
ajema-8288	191	13	enhances	enhance	VERB
ajema-8288	191	14	supply	supply	NOUN
ajema-8288	191	15	chain	chain	NOUN
ajema-8288	191	16	management	management	NOUN
ajema-8288	191	17	operations	operation	NOUN
ajema-8288	191	18	by	by	ADP
ajema-8288	191	19	several	several	ADJ
ajema-8288	191	20	performance	performance	NOUN
ajema-8288	191	21	measures	measure	NOUN
ajema-8288	191	22	.	.	PUNCT
ajema-8288	192	1	through	through	ADP
ajema-8288	192	2	automation	automation	NOUN
ajema-8288	192	3	industrial	industrial	ADJ
ajema-8288	192	4	processes	process	NOUN
ajema-8288	192	5	achieve	achieve	VERB
ajema-8288	192	6	enhanced	enhanced	ADJ
ajema-8288	192	7	operational	operational	ADJ
ajema-8288	192	8	performance	performance	NOUN
ajema-8288	192	9	by	by	ADP
ajema-8288	192	10	lowering	lower	VERB
ajema-8288	192	11	machine	machine	NOUN
ajema-8288	192	12	operational	operational	ADJ
ajema-8288	192	13	stoppages	stoppage	NOUN
ajema-8288	192	14	while	while	SCONJ
ajema-8288	192	15	re	re	VERB
ajema-8288	192	16	-	-	NOUN
ajema-8288	192	17	engineering	engineering	ADJ
ajema-8288	192	18	manufacturing	manufacturing	NOUN
ajema-8288	192	19	sequences	sequence	NOUN
ajema-8288	193	1	[	[	X
ajema-8288	193	2	36	36	NUM
ajema-8288	193	3	]	]	PUNCT
ajema-8288	193	4	.	.	PUNCT
ajema-8288	194	1	the	the	DET
ajema-8288	194	2	manufacturing	manufacturing	NOUN
ajema-8288	194	3	process	process	NOUN
ajema-8288	194	4	achieved	achieve	VERB
ajema-8288	194	5	lower	low	ADJ
ajema-8288	194	6	operating	operating	NOUN
ajema-8288	194	7	costs	cost	NOUN
ajema-8288	194	8	from	from	ADP
ajema-8288	194	9	reduced	reduce	VERB
ajema-8288	194	10	staff	staff	NOUN
ajema-8288	194	11	expenses	expense	NOUN
ajema-8288	194	12	and	and	CCONJ
ajema-8288	194	13	minimal	minimal	ADJ
ajema-8288	194	14	material	material	NOUN
ajema-8288	194	15	waste	waste	NOUN
ajema-8288	194	16	together	together	ADV
ajema-8288	194	17	with	with	ADP
ajema-8288	194	18	greater	great	ADJ
ajema-8288	194	19	energy	energy	NOUN
ajema-8288	194	20	efficiency	efficiency	NOUN
ajema-8288	194	21	.	.	PUNCT
ajema-8288	195	1	the	the	DET
ajema-8288	195	2	implementation	implementation	NOUN
ajema-8288	195	3	of	of	ADP
ajema-8288	195	4	predictive	predictive	ADJ
ajema-8288	195	5	maintenance	maintenance	NOUN
ajema-8288	195	6	protocols	protocol	NOUN
ajema-8288	195	7	cut	cut	VERB
ajema-8288	195	8	down	down	ADP
ajema-8288	195	9	unplanned	unplanned	ADJ
ajema-8288	195	10	machine	machine	NOUN
ajema-8288	195	11	failures	failure	NOUN
ajema-8288	195	12	which	which	PRON
ajema-8288	195	13	resulted	result	VERB
ajema-8288	195	14	in	in	ADP
ajema-8288	195	15	uninterrupted	uninterrupted	ADJ
ajema-8288	195	16	supply	supply	NOUN
ajema-8288	195	17	chain	chain	NOUN
ajema-8288	195	18	activities	activity	NOUN
ajema-8288	195	19	.	.	PUNCT
ajema-8288	196	1	through	through	ADP
ajema-8288	196	2	automation	automation	NOUN
ajema-8288	196	3	supply	supply	NOUN
ajema-8288	196	4	chains	chain	NOUN
ajema-8288	196	5	gained	gain	VERB
ajema-8288	196	6	the	the	DET
ajema-8288	196	7	ability	ability	NOUN
ajema-8288	196	8	to	to	PART
ajema-8288	196	9	perform	perform	VERB
ajema-8288	196	10	real	real	ADJ
ajema-8288	196	11	-	-	PUNCT
ajema-8288	196	12	time	time	NOUN
ajema-8288	196	13	modifications	modification	NOUN
ajema-8288	196	14	in	in	ADP
ajema-8288	196	15	their	their	PRON
ajema-8288	196	16	production	production	NOUN
ajema-8288	196	17	volumes	volume	NOUN
ajema-8288	196	18	when	when	SCONJ
ajema-8288	196	19	market	market	NOUN
ajema-8288	196	20	demand	demand	NOUN
ajema-8288	196	21	shifted	shift	VERB
ajema-8288	196	22	.	.	PUNCT
ajema-8288	197	1	excluding	exclude	VERB
ajema-8288	197	2	the	the	DET
ajema-8288	197	3	following	follow	VERB
ajema-8288	197	4	figures	figure	NOUN
ajema-8288	197	5	demonstrates	demonstrate	VERB
ajema-8288	197	6	comprehensive	comprehensive	ADJ
ajema-8288	197	7	data	datum	NOUN
ajema-8288	197	8	visualization	visualization	NOUN
ajema-8288	197	9	of	of	ADP
ajema-8288	197	10	performance	performance	NOUN
ajema-8288	197	11	metrics	metric	NOUN
ajema-8288	197	12	showing	show	VERB
ajema-8288	197	13	vital	vital	ADJ
ajema-8288	197	14	patterns	pattern	NOUN
ajema-8288	197	15	within	within	ADP
ajema-8288	197	16	the	the	DET
ajema-8288	197	17	analyzed	analyze	VERB
ajema-8288	197	18	information	information	NOUN
ajema-8288	197	19	.	.	PUNCT
ajema-8288	198	1	4.1	4.1	NUM
ajema-8288	198	2	error	error	NOUN
ajema-8288	198	3	rate	rate	NOUN
ajema-8288	198	4	analysis	analysis	NOUN
ajema-8288	198	5	based	base	VERB
ajema-8288	198	6	on	on	ADP
ajema-8288	198	7	operation	operation	NOUN
ajema-8288	198	8	mode	mode	NOUN
ajema-8288	198	9	figure	figure	NOUN
ajema-8288	198	10	1	1	NUM
ajema-8288	198	11	:	:	PUNCT
ajema-8288	198	12	this	this	DET
ajema-8288	198	13	image	image	NOUN
ajema-8288	198	14	presents	present	VERB
ajema-8288	198	15	the	the	DET
ajema-8288	198	16	distribution	distribution	NOUN
ajema-8288	198	17	of	of	ADP
ajema-8288	198	18	errors	error	NOUN
ajema-8288	198	19	that	that	PRON
ajema-8288	198	20	occur	occur	VERB
ajema-8288	198	21	in	in	ADP
ajema-8288	198	22	different	different	ADJ
ajema-8288	198	23	operational	operational	ADJ
ajema-8288	198	24	states	state	NOUN
ajema-8288	198	25	automated	automate	VERB
ajema-8288	198	26	electrical	electrical	ADJ
ajema-8288	198	27	machines	machine	NOUN
ajema-8288	198	28	employed	employ	VERB
ajema-8288	198	29	in	in	ADP
ajema-8288	198	30	manufacturing	manufacturing	NOUN
ajema-8288	198	31	document	document	NOUN
ajema-8288	198	32	their	their	PRON
ajema-8288	198	33	error	error	NOUN
ajema-8288	198	34	distributions	distribution	NOUN
ajema-8288	198	35	according	accord	VERB
ajema-8288	198	36	to	to	ADP
ajema-8288	198	37	operational	operational	ADJ
ajema-8288	198	38	modes	mode	NOUN
ajema-8288	198	39	in	in	ADP
ajema-8288	198	40	figure	figure	NOUN
ajema-8288	198	41	1	1	NUM
ajema-8288	198	42	.	.	PUNCT
ajema-8288	199	1	active	active	ADJ
ajema-8288	199	2	operational	operational	ADJ
ajema-8288	199	3	status	status	NOUN
ajema-8288	199	4	shows	show	VERB
ajema-8288	199	5	the	the	DET
ajema-8288	199	6	highest	high	ADJ
ajema-8288	199	7	error	error	NOUN
ajema-8288	199	8	percentage	percentage	NOUN
ajema-8288	199	9	while	while	SCONJ
ajema-8288	199	10	idle	idle	ADJ
ajema-8288	199	11	and	and	CCONJ
ajema-8288	199	12	maintenance	maintenance	NOUN
ajema-8288	199	13	operations	operation	NOUN
ajema-8288	199	14	represent	represent	VERB
ajema-8288	199	15	the	the	DET
ajema-8288	199	16	remaining	remain	VERB
ajema-8288	199	17	error	error	NOUN
ajema-8288	199	18	occurrences	occurrence	NOUN
ajema-8288	199	19	.	.	PUNCT
ajema-8288	200	1	the	the	DET
ajema-8288	200	2	majority	majority	NOUN
ajema-8288	200	3	of	of	ADP
ajema-8288	200	4	errors	error	NOUN
ajema-8288	200	5	identified	identify	VERB
ajema-8288	200	6	in	in	ADP
ajema-8288	200	7	the	the	DET
ajema-8288	200	8	system	system	NOUN
ajema-8288	200	9	originate	originate	VERB
ajema-8288	200	10	from	from	ADP
ajema-8288	200	11	the	the	DET
ajema-8288	200	12	active	active	ADJ
ajema-8288	200	13	mode	mode	NOUN
ajema-8288	200	14	since	since	SCONJ
ajema-8288	200	15	its	its	PRON
ajema-8288	200	16	total	total	ADJ
ajema-8288	200	17	errors	error	NOUN
ajema-8288	200	18	consist	consist	VERB
ajema-8288	200	19	of	of	ADP
ajema-8288	200	20	70	70	NUM
ajema-8288	200	21	%	%	NOUN
ajema-8288	200	22	according	accord	VERB
ajema-8288	200	23	to	to	ADP
ajema-8288	200	24	the	the	DET
ajema-8288	200	25	presented	present	VERB
ajema-8288	200	26	chart	chart	NOUN
ajema-8288	200	27	.	.	PUNCT
ajema-8288	201	1	the	the	DET
ajema-8288	201	2	operational	operational	ADJ
ajema-8288	201	3	phase	phase	NOUN
ajema-8288	201	4	of	of	ADP
ajema-8288	201	5	machines	machine	NOUN
ajema-8288	201	6	generates	generate	VERB
ajema-8288	201	7	the	the	DET
ajema-8288	201	8	highest	high	ADJ
ajema-8288	201	9	number	number	NOUN
ajema-8288	201	10	of	of	ADP
ajema-8288	201	11	breakdowns	breakdown	NOUN
ajema-8288	201	12	and	and	CCONJ
ajema-8288	201	13	performance	performance	NOUN
ajema-8288	201	14	issues	issue	NOUN
ajema-8288	201	15	probably	probably	ADV
ajema-8288	201	16	because	because	SCONJ
ajema-8288	201	17	of	of	ADP
ajema-8288	201	18	system	system	NOUN
ajema-8288	201	19	wear	wear	VERB
ajema-8288	201	20	and	and	CCONJ
ajema-8288	201	21	process	process	NOUN
ajema-8288	201	22	complexities	complexity	NOUN
ajema-8288	201	23	and	and	CCONJ
ajema-8288	201	24	continuous	continuous	ADJ
ajema-8288	201	25	usage	usage	NOUN
ajema-8288	201	26	.	.	PUNCT
ajema-8288	202	1	the	the	DET
ajema-8288	202	2	idle	idle	ADJ
ajema-8288	202	3	mode	mode	NOUN
ajema-8288	202	4	follows	follow	VERB
ajema-8288	202	5	by	by	ADP
ajema-8288	202	6	consisting	consist	VERB
ajema-8288	202	7	of	of	ADP
ajema-8288	202	8	about	about	ADV
ajema-8288	202	9	20	20	NUM
ajema-8288	202	10	%	%	NOUN
ajema-8288	202	11	of	of	ADP
ajema-8288	202	12	total	total	ADJ
ajema-8288	202	13	errors	error	NOUN
ajema-8288	202	14	.	.	PUNCT
ajema-8288	203	1	machines	machine	NOUN
ajema-8288	203	2	experience	experience	VERB
ajema-8288	203	3	some	some	DET
ajema-8288	203	4	faulty	faulty	ADJ
ajema-8288	203	5	behavior	behavior	NOUN
ajema-8288	203	6	or	or	CCONJ
ajema-8288	203	7	inefficiency	inefficiency	NOUN
ajema-8288	203	8	even	even	ADV
ajema-8288	203	9	when	when	SCONJ
ajema-8288	203	10	not	not	PART
ajema-8288	203	11	fully	fully	ADV
ajema-8288	203	12	operating	operating	NOUN
ajema-8288	203	13	which	which	PRON
ajema-8288	203	14	occurs	occur	VERB
ajema-8288	203	15	most	most	ADV
ajema-8288	203	16	likely	likely	ADJ
ajema-8288	203	17	because	because	SCONJ
ajema-8288	203	18	of	of	ADP
ajema-8288	203	19	improper	improper	ADJ
ajema-8288	203	20	shutdown	shutdown	NOUN
ajema-8288	203	21	procedures	procedure	NOUN
ajema-8288	203	22	or	or	CCONJ
ajema-8288	203	23	system	system	NOUN
ajema-8288	203	24	instabilities	instability	NOUN
ajema-8288	203	25	[	[	X
ajema-8288	203	26	37	37	NUM
ajema-8288	203	27	]	]	PUNCT
ajema-8288	203	28	.	.	PUNCT
ajema-8288	204	1	the	the	DET
ajema-8288	204	2	maintenance	maintenance	NOUN
ajema-8288	204	3	mode	mode	NOUN
ajema-8288	204	4	represents	represent	VERB
ajema-8288	204	5	the	the	DET
ajema-8288	204	6	most	most	ADV
ajema-8288	204	7	effective	effective	ADJ
ajema-8288	204	8	strategy	strategy	NOUN
ajema-8288	204	9	because	because	SCONJ
ajema-8288	204	10	it	it	PRON
ajema-8288	204	11	produces	produce	VERB
ajema-8288	204	12	errors	error	NOUN
ajema-8288	204	13	in	in	ADP
ajema-8288	204	14	fewer	few	ADJ
ajema-8288	204	15	than	than	ADP
ajema-8288	204	16	10	10	NUM
ajema-8288	204	17	%	%	NOUN
ajema-8288	204	18	of	of	ADP
ajema-8288	204	19	cases	case	NOUN
ajema-8288	204	20	which	which	PRON
ajema-8288	204	21	proves	prove	VERB
ajema-8288	204	22	that	that	SCONJ
ajema-8288	204	23	preventive	preventive	ADJ
ajema-8288	204	24	maintenance	maintenance	NOUN
ajema-8288	204	25	and	and	CCONJ
ajema-8288	204	26	systematic	systematic	ADJ
ajema-8288	204	27	inspection	inspection	NOUN
ajema-8288	204	28	help	help	NOUN
ajema-8288	204	29	minimize	minimize	VERB
ajema-8288	204	30	operational	operational	ADJ
ajema-8288	204	31	failures	failure	NOUN
ajema-8288	204	32	.	.	PUNCT
ajema-8288	205	1	the	the	DET
ajema-8288	205	2	identification	identification	NOUN
ajema-8288	205	3	of	of	ADP
ajema-8288	205	4	these	these	DET
ajema-8288	205	5	findings	finding	NOUN
ajema-8288	205	6	demonstrates	demonstrate	VERB
ajema-8288	205	7	how	how	SCONJ
ajema-8288	205	8	critical	critical	ADJ
ajema-8288	205	9	predictive	predictive	ADJ
ajema-8288	205	10	maintenance	maintenance	NOUN
ajema-8288	205	11	techniques	technique	NOUN
ajema-8288	205	12	with	with	ADP
ajema-8288	205	13	immediate	immediate	ADJ
ajema-8288	205	14	system	system	NOUN
ajema-8288	205	15	monitoring	monitor	VERB
ajema-8288	205	16	62	62	NUM
ajema-8288	205	17	journal	journal	NOUN
ajema-8288	205	18	of	of	ADP
ajema-8288	205	19	engineering	engineering	NOUN
ajema-8288	205	20	,	,	PUNCT
ajema-8288	205	21	mechanics	mechanic	NOUN
ajema-8288	205	22	and	and	CCONJ
ajema-8288	205	23	architecture	architecture	NOUN
ajema-8288	205	24	www	www	NOUN
ajema-8288	205	25	.	.	PUNCT
ajema-8288	206	1	grnjournal.us	grnjournal.us	X
ajema-8288	206	2	systems	system	NOUN
ajema-8288	206	3	help	help	VERB
ajema-8288	206	4	reduce	reduce	VERB
ajema-8288	206	5	mistakes	mistake	NOUN
ajema-8288	206	6	in	in	ADP
ajema-8288	206	7	operational	operational	ADJ
ajema-8288	206	8	periods	period	NOUN
ajema-8288	206	9	.	.	PUNCT
ajema-8288	207	1	the	the	DET
ajema-8288	207	2	combination	combination	NOUN
ajema-8288	207	3	of	of	ADP
ajema-8288	207	4	ai	ai	ADJ
ajema-8288	207	5	diagnostics	diagnostic	NOUN
ajema-8288	207	6	with	with	ADP
ajema-8288	207	7	condition	condition	NOUN
ajema-8288	207	8	-	-	PUNCT
ajema-8288	207	9	based	base	VERB
ajema-8288	207	10	monitoring	monitoring	NOUN
ajema-8288	207	11	systems	system	NOUN
ajema-8288	207	12	allows	allow	VERB
ajema-8288	207	13	organizations	organization	NOUN
ajema-8288	207	14	to	to	PART
ajema-8288	207	15	identify	identify	VERB
ajema-8288	207	16	errors	error	NOUN
ajema-8288	207	17	better	well	ADJ
ajema-8288	207	18	which	which	PRON
ajema-8288	207	19	boosts	boost	VERB
ajema-8288	207	20	their	their	PRON
ajema-8288	207	21	supply	supply	NOUN
ajema-8288	207	22	chain	chain	NOUN
ajema-8288	207	23	performance	performance	NOUN
ajema-8288	207	24	.	.	PUNCT
ajema-8288	208	1	by	by	ADP
ajema-8288	208	2	improving	improve	VERB
ajema-8288	208	3	scheduling	scheduling	NOUN
ajema-8288	208	4	of	of	ADP
ajema-8288	208	5	machine	machine	NOUN
ajema-8288	208	6	downtime	downtime	NOUN
ajema-8288	208	7	and	and	CCONJ
ajema-8288	208	8	enhancing	enhance	VERB
ajema-8288	208	9	idle	idle	ADJ
ajema-8288	208	10	-	-	PUNCT
ajema-8288	208	11	state	state	NOUN
ajema-8288	208	12	management	management	NOUN
ajema-8288	208	13	systems	system	NOUN
ajema-8288	208	14	manufacturers	manufacturer	NOUN
ajema-8288	208	15	can	can	AUX
ajema-8288	208	16	reach	reach	VERB
ajema-8288	208	17	greater	great	ADJ
ajema-8288	208	18	manufacturing	manufacturing	NOUN
ajema-8288	208	19	efficiency	efficiency	NOUN
ajema-8288	208	20	and	and	CCONJ
ajema-8288	208	21	reduce	reduce	VERB
ajema-8288	208	22	errors	error	NOUN
ajema-8288	208	23	.	.	PUNCT
ajema-8288	209	1	the	the	DET
ajema-8288	209	2	analysis	analysis	NOUN
ajema-8288	209	3	demonstrates	demonstrate	VERB
ajema-8288	209	4	the	the	DET
ajema-8288	209	5	operational	operational	ADJ
ajema-8288	209	6	difficulties	difficulty	NOUN
ajema-8288	209	7	which	which	PRON
ajema-8288	209	8	affect	affect	VERB
ajema-8288	209	9	automated	automate	VERB
ajema-8288	209	10	electrical	electrical	ADJ
ajema-8288	209	11	machines	machine	NOUN
ajema-8288	209	12	by	by	ADP
ajema-8288	209	13	showing	show	VERB
ajema-8288	209	14	why	why	SCONJ
ajema-8288	209	15	reliability	reliability	NOUN
ajema-8288	209	16	improvements	improvement	NOUN
ajema-8288	209	17	through	through	ADP
ajema-8288	209	18	maintenance	maintenance	NOUN
ajema-8288	209	19	are	be	AUX
ajema-8288	209	20	essential	essential	ADJ
ajema-8288	209	21	for	for	ADP
ajema-8288	209	22	contemporary	contemporary	ADJ
ajema-8288	209	23	smart	smart	ADJ
ajema-8288	209	24	manufacturing	manufacturing	NOUN
ajema-8288	209	25	systems	system	NOUN
ajema-8288	209	26	.	.	PUNCT
ajema-8288	210	1	4.2	4.2	NUM
ajema-8288	210	2	predictive	predictive	ADJ
ajema-8288	210	3	maintenance	maintenance	NOUN
ajema-8288	210	4	efficiency	efficiency	NOUN
ajema-8288	210	5	across	across	ADP
ajema-8288	210	6	different	different	ADJ
ajema-8288	210	7	performance	performance	NOUN
ajema-8288	210	8	levels	level	NOUN
ajema-8288	210	9	figure	figure	VERB
ajema-8288	210	10	2	2	NUM
ajema-8288	210	11	:	:	PUNCT
ajema-8288	210	12	this	this	DET
ajema-8288	210	13	image	image	NOUN
ajema-8288	210	14	demonstrated	demonstrate	VERB
ajema-8288	210	15	the	the	DET
ajema-8288	210	16	predictive	predictive	ADJ
ajema-8288	210	17	maintenance	maintenance	NOUN
ajema-8288	210	18	scores	score	NOUN
ajema-8288	210	19	spread	spread	VERB
ajema-8288	210	20	among	among	ADP
ajema-8288	210	21	predictive	predictive	ADJ
ajema-8288	210	22	maintenance	maintenance	NOUN
ajema-8288	210	23	scores	score	NOUN
ajema-8288	210	24	follow	follow	VERB
ajema-8288	210	25	specific	specific	ADJ
ajema-8288	210	26	distributions	distribution	NOUN
ajema-8288	210	27	among	among	ADP
ajema-8288	210	28	different	different	ADJ
ajema-8288	210	29	equipment	equipment	NOUN
ajema-8288	210	30	efficiency	efficiency	NOUN
ajema-8288	210	31	levels	level	NOUN
ajema-8288	210	32	as	as	SCONJ
ajema-8288	210	33	shown	show	VERB
ajema-8288	210	34	in	in	ADP
ajema-8288	210	35	figure	figure	NOUN
ajema-8288	210	36	2	2	NUM
ajema-8288	210	37	.	.	PUNCT
ajema-8288	211	1	the	the	DET
ajema-8288	211	2	predictive	predictive	ADJ
ajema-8288	211	3	maintenance	maintenance	NOUN
ajema-8288	211	4	scores	score	NOUN
ajema-8288	211	5	spread	spread	VERB
ajema-8288	211	6	among	among	ADP
ajema-8288	211	7	high	high	ADJ
ajema-8288	211	8	,	,	PUNCT
ajema-8288	211	9	low	low	ADJ
ajema-8288	211	10	,	,	PUNCT
ajema-8288	211	11	and	and	CCONJ
ajema-8288	211	12	medium	medium	NOUN
ajema-8288	211	13	efficiency	efficiency	NOUN
ajema-8288	211	14	statuses	status	NOUN
ajema-8288	211	15	as	as	ADP
ajema-8288	211	16	figure	figure	NOUN
ajema-8288	211	17	2	2	NUM
ajema-8288	211	18	illustrates	illustrate	NOUN
ajema-8288	211	19	.	.	PUNCT
ajema-8288	212	1	the	the	DET
ajema-8288	212	2	predictive	predictive	ADJ
ajema-8288	212	3	maintenance	maintenance	NOUN
ajema-8288	212	4	score	score	NOUN
ajema-8288	212	5	percentiles	percentile	NOUN
ajema-8288	212	6	(	(	PUNCT
ajema-8288	212	7	5	5	NUM
ajema-8288	212	8	%	%	NOUN
ajema-8288	212	9	)	)	PUNCT
ajema-8288	212	10	appear	appear	VERB
ajema-8288	212	11	on	on	ADP
ajema-8288	212	12	the	the	DET
ajema-8288	212	13	y	y	ADJ
ajema-8288	212	14	-	-	PUNCT
ajema-8288	212	15	axis	axis	NOUN
ajema-8288	212	16	scale	scale	NOUN
ajema-8288	212	17	and	and	CCONJ
ajema-8288	212	18	the	the	DET
ajema-8288	212	19	x	x	ADJ
ajema-8288	212	20	-	-	ADJ
ajema-8288	212	21	axis	axis	ADJ
ajema-8288	212	22	divisions	division	NOUN
ajema-8288	212	23	represent	represent	VERB
ajema-8288	212	24	machine	machine	NOUN
ajema-8288	212	25	efficiency	efficiency	NOUN
ajema-8288	212	26	levels	level	NOUN
ajema-8288	212	27	(	(	PUNCT
ajema-8288	212	28	high	high	ADJ
ajema-8288	212	29	,	,	PUNCT
ajema-8288	212	30	low	low	ADJ
ajema-8288	212	31	,	,	PUNCT
ajema-8288	212	32	medium	medium	NOUN
ajema-8288	212	33	)	)	PUNCT
ajema-8288	212	34	.	.	PUNCT
ajema-8288	213	1	the	the	DET
ajema-8288	213	2	assessment	assessment	NOUN
ajema-8288	213	3	shows	show	VERB
ajema-8288	213	4	that	that	SCONJ
ajema-8288	213	5	predictive	predictive	ADJ
ajema-8288	213	6	maintenance	maintenance	NOUN
ajema-8288	213	7	scores	score	NOUN
ajema-8288	213	8	achieve	achieve	VERB
ajema-8288	213	9	their	their	PRON
ajema-8288	213	10	highest	high	ADJ
ajema-8288	213	11	values	value	NOUN
ajema-8288	213	12	in	in	ADP
ajema-8288	213	13	low	low	ADJ
ajema-8288	213	14	efficiency	efficiency	NOUN
ajema-8288	213	15	machines	machine	NOUN
ajema-8288	213	16	with	with	ADP
ajema-8288	213	17	medium	medium	ADJ
ajema-8288	213	18	efficiency	efficiency	NOUN
ajema-8288	213	19	ranking	rank	VERB
ajema-8288	213	20	right	right	ADV
ajema-8288	213	21	behind	behind	ADP
ajema-8288	213	22	them	they	PRON
ajema-8288	213	23	.	.	PUNCT
ajema-8288	214	1	meanwhile	meanwhile	ADV
ajema-8288	214	2	,	,	PUNCT
ajema-8288	214	3	machines	machine	NOUN
ajema-8288	214	4	with	with	ADP
ajema-8288	214	5	high	high	ADJ
ajema-8288	214	6	efficiency	efficiency	NOUN
ajema-8288	214	7	show	show	VERB
ajema-8288	214	8	slightly	slightly	ADV
ajema-8288	214	9	lower	low	ADJ
ajema-8288	214	10	predictive	predictive	ADJ
ajema-8288	214	11	maintenance	maintenance	NOUN
ajema-8288	214	12	scores	score	NOUN
ajema-8288	214	13	.	.	PUNCT
ajema-8288	215	1	the	the	DET
ajema-8288	215	2	data	datum	NOUN
ajema-8288	215	3	demonstrates	demonstrate	VERB
ajema-8288	215	4	that	that	SCONJ
ajema-8288	215	5	machines	machine	NOUN
ajema-8288	215	6	with	with	ADP
ajema-8288	215	7	low	low	ADJ
ajema-8288	215	8	efficiency	efficiency	NOUN
ajema-8288	215	9	need	need	VERB
ajema-8288	215	10	maintenance	maintenance	NOUN
ajema-8288	215	11	actions	action	NOUN
ajema-8288	215	12	with	with	ADP
ajema-8288	215	13	greater	great	ADJ
ajema-8288	215	14	frequency	frequency	NOUN
ajema-8288	215	15	due	due	ADP
ajema-8288	215	16	to	to	ADP
ajema-8288	215	17	normal	normal	ADJ
ajema-8288	215	18	wear	wear	NOUN
ajema-8288	215	19	and	and	CCONJ
ajema-8288	215	20	tear	tear	ADJ
ajema-8288	215	21	and	and	CCONJ
ajema-8288	215	22	inadequate	inadequate	ADJ
ajema-8288	215	23	operating	operating	NOUN
ajema-8288	215	24	conditions	condition	NOUN
ajema-8288	215	25	as	as	ADV
ajema-8288	215	26	well	well	ADV
ajema-8288	215	27	as	as	ADP
ajema-8288	215	28	outdated	outdated	ADJ
ajema-8288	215	29	equipment	equipment	NOUN
ajema-8288	215	30	components	component	NOUN
ajema-8288	215	31	[	[	X
ajema-8288	215	32	38	38	NUM
ajema-8288	215	33	]	]	PUNCT
ajema-8288	215	34	.	.	PUNCT
ajema-8288	216	1	predominantly	predominantly	ADV
ajema-8288	216	2	efficient	efficient	ADJ
ajema-8288	216	3	machines	machine	NOUN
ajema-8288	216	4	maintain	maintain	VERB
ajema-8288	216	5	high	high	ADJ
ajema-8288	216	6	predictive	predictive	ADJ
ajema-8288	216	7	maintenance	maintenance	NOUN
ajema-8288	216	8	scores	score	NOUN
ajema-8288	216	9	because	because	SCONJ
ajema-8288	216	10	moderate	moderate	ADJ
ajema-8288	216	11	efficiency	efficiency	NOUN
ajema-8288	216	12	systems	system	NOUN
ajema-8288	216	13	also	also	ADV
ajema-8288	216	14	need	need	VERB
ajema-8288	216	15	extensive	extensive	ADJ
ajema-8288	216	16	maintenance	maintenance	NOUN
ajema-8288	216	17	work	work	NOUN
ajema-8288	216	18	.	.	PUNCT
ajema-8288	217	1	the	the	DET
ajema-8288	217	2	lower	low	ADJ
ajema-8288	217	3	ratings	rating	NOUN
ajema-8288	217	4	for	for	ADP
ajema-8288	217	5	high	high	ADJ
ajema-8288	217	6	-	-	PUNCT
ajema-8288	217	7	efficiency	efficiency	NOUN
ajema-8288	217	8	machines	machine	NOUN
ajema-8288	217	9	demonstrate	demonstrate	VERB
ajema-8288	217	10	that	that	SCONJ
ajema-8288	217	11	modern	modern	ADJ
ajema-8288	217	12	automated	automate	VERB
ajema-8288	217	13	systems	system	NOUN
ajema-8288	217	14	and	and	CCONJ
ajema-8288	217	15	well	well	ADJ
ajema-8288	217	16	-	-	PUNCT
ajema-8288	217	17	preserver	preserver	NOUN
ajema-8288	217	18	equipment	equipment	NOUN
ajema-8288	217	19	need	need	VERB
ajema-8288	217	20	less	less	ADJ
ajema-8288	217	21	maintenance	maintenance	NOUN
ajema-8288	217	22	.	.	PUNCT
ajema-8288	218	1	the	the	DET
ajema-8288	218	2	study	study	NOUN
ajema-8288	218	3	proves	prove	VERB
ajema-8288	218	4	predictive	predictive	ADJ
ajema-8288	218	5	maintenance	maintenance	NOUN
ajema-8288	218	6	needs	need	VERB
ajema-8288	218	7	to	to	PART
ajema-8288	218	8	remain	remain	VERB
ajema-8288	218	9	a	a	DET
ajema-8288	218	10	priority	priority	NOUN
ajema-8288	218	11	in	in	ADP
ajema-8288	218	12	automated	automate	VERB
ajema-8288	218	13	production	production	NOUN
ajema-8288	218	14	systems	system	NOUN
ajema-8288	218	15	because	because	SCONJ
ajema-8288	218	16	it	it	PRON
ajema-8288	218	17	boosts	boost	VERB
ajema-8288	218	18	device	device	NOUN
ajema-8288	218	19	functioning	function	VERB
ajema-8288	218	20	and	and	CCONJ
ajema-8288	218	21	cuts	cut	VERB
ajema-8288	218	22	operational	operational	ADJ
ajema-8288	218	23	interruptions	interruption	NOUN
ajema-8288	218	24	.	.	PUNCT
ajema-8288	219	1	through	through	ADP
ajema-8288	219	2	the	the	DET
ajema-8288	219	3	use	use	NOUN
ajema-8288	219	4	of	of	ADP
ajema-8288	219	5	ai	ai	NOUN
ajema-8288	219	6	-	-	PUNCT
ajema-8288	219	7	driven	drive	VERB
ajema-8288	219	8	predictive	predictive	ADJ
ajema-8288	219	9	analytics	analytic	NOUN
ajema-8288	219	10	and	and	CCONJ
ajema-8288	219	11	machine	machine	NOUN
ajema-8288	219	12	learning	learn	VERB
ajema-8288	219	13	techniques	technique	NOUN
ajema-8288	219	14	organizations	organization	NOUN
ajema-8288	219	15	can	can	AUX
ajema-8288	219	16	detect	detect	VERB
ajema-8288	219	17	equipment	equipment	NOUN
ajema-8288	219	18	failure	failure	NOUN
ajema-8288	219	19	indicators	indicator	NOUN
ajema-8288	219	20	before	before	SCONJ
ajema-8288	219	21	they	they	PRON
ajema-8288	219	22	occur	occur	VERB
ajema-8288	219	23	so	so	SCONJ
ajema-8288	219	24	they	they	PRON
ajema-8288	219	25	can	can	AUX
ajema-8288	219	26	act	act	VERB
ajema-8288	219	27	proactively	proactively	ADV
ajema-8288	219	28	.	.	PUNCT
ajema-8288	220	1	the	the	DET
ajema-8288	220	2	combined	combine	VERB
ajema-8288	220	3	system	system	NOUN
ajema-8288	220	4	enhances	enhance	VERB
ajema-8288	220	5	supply	supply	NOUN
ajema-8288	220	6	chain	chain	NOUN
ajema-8288	220	7	efficiency	efficiency	NOUN
ajema-8288	220	8	through	through	ADP
ajema-8288	220	9	better	well	ADJ
ajema-8288	220	10	reliability	reliability	NOUN
ajema-8288	220	11	and	and	CCONJ
ajema-8288	220	12	cuts	cut	VERB
ajema-8288	220	13	down	down	ADP
ajema-8288	220	14	unexpected	unexpected	ADJ
ajema-8288	220	15	equipment	equipment	NOUN
ajema-8288	220	16	failures	failure	NOUN
ajema-8288	220	17	that	that	PRON
ajema-8288	220	18	disrupt	disrupt	VERB
ajema-8288	220	19	processes	process	NOUN
ajema-8288	220	20	.	.	PUNCT
ajema-8288	221	1	63	63	NUM
ajema-8288	221	2	journal	journal	NOUN
ajema-8288	221	3	of	of	ADP
ajema-8288	221	4	engineering	engineering	NOUN
ajema-8288	221	5	,	,	PUNCT
ajema-8288	221	6	mechanics	mechanic	NOUN
ajema-8288	221	7	and	and	CCONJ
ajema-8288	221	8	architecture	architecture	NOUN
ajema-8288	221	9	www	www	NOUN
ajema-8288	221	10	.	.	PUNCT
ajema-8288	222	1	grnjournal.us	grnjournal.us	X
ajema-8288	222	2	4.3	4.3	NUM
ajema-8288	222	3	power	power	NOUN
ajema-8288	222	4	consumption	consumption	NOUN
ajema-8288	222	5	patterns	pattern	NOUN
ajema-8288	222	6	across	across	ADP
ajema-8288	222	7	machines	machine	NOUN
ajema-8288	222	8	figure	figure	VERB
ajema-8288	222	9	3	3	NUM
ajema-8288	222	10	:	:	PUNCT
ajema-8288	222	11	this	this	DET
ajema-8288	222	12	image	image	NOUN
ajema-8288	222	13	shows	show	VERB
ajema-8288	222	14	the	the	DET
ajema-8288	222	15	distinct	distinct	ADJ
ajema-8288	222	16	power	power	NOUN
ajema-8288	222	17	consumption	consumption	NOUN
ajema-8288	222	18	data	datum	NOUN
ajema-8288	222	19	(	(	PUNCT
ajema-8288	222	20	kw	kw	NOUN
ajema-8288	222	21	)	)	PUNCT
ajema-8288	222	22	measurement	measurement	NOUN
ajema-8288	222	23	for	for	ADP
ajema-8288	222	24	different	different	ADJ
ajema-8288	222	25	machine	machine	NOUN
ajema-8288	222	26	ids	id	NOUN
ajema-8288	222	27	operates	operate	VERB
ajema-8288	222	28	the	the	DET
ajema-8288	222	29	distinct	distinct	ADJ
ajema-8288	222	30	power	power	NOUN
ajema-8288	222	31	consumption	consumption	NOUN
ajema-8288	222	32	data	datum	NOUN
ajema-8288	222	33	(	(	PUNCT
ajema-8288	222	34	kw	kw	NOUN
ajema-8288	222	35	)	)	PUNCT
ajema-8288	222	36	measurement	measurement	NOUN
ajema-8288	222	37	for	for	ADP
ajema-8288	222	38	different	different	ADJ
ajema-8288	222	39	machine	machine	NOUN
ajema-8288	222	40	ids	id	NOUN
ajema-8288	222	41	operates	operate	VERB
ajema-8288	222	42	within	within	ADP
ajema-8288	222	43	an	an	DET
ajema-8288	222	44	industrial	industrial	ADJ
ajema-8288	222	45	setting	setting	NOUN
ajema-8288	222	46	as	as	ADP
ajema-8288	222	47	figure	figure	NOUN
ajema-8288	222	48	3	3	NUM
ajema-8288	222	49	demonstrates	demonstrate	NOUN
ajema-8288	222	50	.	.	PUNCT
ajema-8288	223	1	different	different	ADJ
ajema-8288	223	2	machines	machine	NOUN
ajema-8288	223	3	receive	receive	VERB
ajema-8288	223	4	representation	representation	NOUN
ajema-8288	223	5	on	on	ADP
ajema-8288	223	6	the	the	DET
ajema-8288	223	7	x	x	NOUN
ajema-8288	223	8	-	-	NOUN
ajema-8288	223	9	axis	axis	NOUN
ajema-8288	223	10	while	while	SCONJ
ajema-8288	223	11	the	the	DET
ajema-8288	223	12	y	y	NOUN
ajema-8288	223	13	-	-	PUNCT
ajema-8288	223	14	axis	axis	NOUN
ajema-8288	223	15	shows	show	NOUN
ajema-8288	223	16	kilowatts	kilowatt	NOUN
ajema-8288	223	17	(	(	PUNCT
ajema-8288	223	18	kw	kw	NOUN
ajema-8288	223	19	)	)	PUNCT
ajema-8288	223	20	power	power	NOUN
ajema-8288	223	21	consumption	consumption	NOUN
ajema-8288	223	22	counts	count	NOUN
ajema-8288	223	23	.	.	PUNCT
ajema-8288	224	1	different	different	ADJ
ajema-8288	224	2	machines	machine	NOUN
ajema-8288	224	3	in	in	ADP
ajema-8288	224	4	the	the	DET
ajema-8288	224	5	dataset	dataset	NOUN
ajema-8288	224	6	demonstrate	demonstrate	VERB
ajema-8288	224	7	steady	steady	ADJ
ajema-8288	224	8	power	power	NOUN
ajema-8288	224	9	consumption	consumption	NOUN
ajema-8288	224	10	levels	level	NOUN
ajema-8288	224	11	that	that	PRON
ajema-8288	224	12	display	display	VERB
ajema-8288	224	13	slight	slight	ADJ
ajema-8288	224	14	differences	difference	NOUN
ajema-8288	224	15	between	between	ADP
ajema-8288	224	16	machines	machine	NOUN
ajema-8288	224	17	.	.	PUNCT
ajema-8288	225	1	the	the	DET
ajema-8288	225	2	figure	figure	NOUN
ajema-8288	225	3	displays	display	VERB
ajema-8288	225	4	standard	standard	ADJ
ajema-8288	225	5	power	power	NOUN
ajema-8288	225	6	consumption	consumption	NOUN
ajema-8288	225	7	patterns	pattern	NOUN
ajema-8288	225	8	among	among	ADP
ajema-8288	225	9	most	most	ADJ
ajema-8288	225	10	machines	machine	NOUN
ajema-8288	225	11	while	while	SCONJ
ajema-8288	225	12	two	two	NUM
ajema-8288	225	13	machines	machine	NOUN
ajema-8288	225	14	stand	stand	VERB
ajema-8288	225	15	apart	apart	ADV
ajema-8288	225	16	with	with	ADP
ajema-8288	225	17	differing	differ	VERB
ajema-8288	225	18	power	power	NOUN
ajema-8288	225	19	consumption	consumption	NOUN
ajema-8288	225	20	values	value	NOUN
ajema-8288	225	21	.	.	PUNCT
ajema-8288	226	1	there	there	PRON
ajema-8288	226	2	are	be	VERB
ajema-8288	226	3	three	three	NUM
ajema-8288	226	4	possible	possible	ADJ
ajema-8288	226	5	sources	source	NOUN
ajema-8288	226	6	of	of	ADP
ajema-8288	226	7	the	the	DET
ajema-8288	226	8	observed	observe	VERB
ajema-8288	226	9	variation	variation	NOUN
ajema-8288	226	10	that	that	PRON
ajema-8288	226	11	include	include	VERB
ajema-8288	226	12	machine	machine	NOUN
ajema-8288	226	13	operating	operating	NOUN
ajema-8288	226	14	conditions	condition	NOUN
ajema-8288	226	15	together	together	ADV
ajema-8288	226	16	with	with	ADP
ajema-8288	226	17	workload	workload	NOUN
ajema-8288	226	18	intensity	intensity	NOUN
ajema-8288	226	19	and	and	CCONJ
ajema-8288	226	20	maintenance	maintenance	NOUN
ajema-8288	226	21	status	status	NOUN
ajema-8288	226	22	[	[	X
ajema-8288	226	23	38	38	NUM
ajema-8288	226	24	]	]	PUNCT
ajema-8288	226	25	.	.	PUNCT
ajema-8288	227	1	the	the	DET
ajema-8288	227	2	amount	amount	NOUN
ajema-8288	227	3	of	of	ADP
ajema-8288	227	4	power	power	NOUN
ajema-8288	227	5	that	that	PRON
ajema-8288	227	6	machines	machine	NOUN
ajema-8288	227	7	consume	consume	VERB
ajema-8288	227	8	could	could	AUX
ajema-8288	227	9	suggest	suggest	VERB
ajema-8288	227	10	heavy	heavy	ADJ
ajema-8288	227	11	operation	operation	NOUN
ajema-8288	227	12	loads	load	NOUN
ajema-8288	227	13	or	or	CCONJ
ajema-8288	227	14	possible	possible	ADJ
ajema-8288	227	15	mechanical	mechanical	ADJ
ajema-8288	227	16	inefficiencies	inefficiency	NOUN
ajema-8288	227	17	stemming	stem	VERB
ajema-8288	227	18	from	from	ADP
ajema-8288	227	19	normal	normal	ADJ
ajema-8288	227	20	wear	wear	NOUN
ajema-8288	227	21	and	and	CCONJ
ajema-8288	227	22	tear	tear	ADJ
ajema-8288	227	23	.	.	PUNCT
ajema-8288	228	1	a	a	DET
ajema-8288	228	2	machine	machine	NOUN
ajema-8288	228	3	which	which	PRON
ajema-8288	228	4	uses	use	VERB
ajema-8288	228	5	less	less	ADJ
ajema-8288	228	6	energy	energy	NOUN
ajema-8288	228	7	than	than	SCONJ
ajema-8288	228	8	what	what	PRON
ajema-8288	228	9	is	be	AUX
ajema-8288	228	10	typically	typically	ADV
ajema-8288	228	11	consumed	consume	VERB
ajema-8288	228	12	falls	fall	VERB
ajema-8288	228	13	under	under	ADP
ajema-8288	228	14	two	two	NUM
ajema-8288	228	15	possible	possible	ADJ
ajema-8288	228	16	scenarios	scenario	NOUN
ajema-8288	228	17	:	:	PUNCT
ajema-8288	228	18	it	it	PRON
ajema-8288	228	19	may	may	AUX
ajema-8288	228	20	be	be	AUX
ajema-8288	228	21	going	go	VERB
ajema-8288	228	22	through	through	ADP
ajema-8288	228	23	reduced	reduce	VERB
ajema-8288	228	24	operational	operational	ADJ
ajema-8288	228	25	time	time	NOUN
ajema-8288	228	26	or	or	CCONJ
ajema-8288	228	27	it	it	PRON
ajema-8288	228	28	could	could	AUX
ajema-8288	228	29	need	need	VERB
ajema-8288	228	30	its	its	PRON
ajema-8288	228	31	regular	regular	ADJ
ajema-8288	228	32	maintenance	maintenance	NOUN
ajema-8288	228	33	schedule	schedule	NOUN
ajema-8288	228	34	.	.	PUNCT
ajema-8288	229	1	the	the	DET
ajema-8288	229	2	examination	examination	NOUN
ajema-8288	229	3	results	result	NOUN
ajema-8288	229	4	provide	provide	VERB
ajema-8288	229	5	essential	essential	ADJ
ajema-8288	229	6	knowledge	knowledge	NOUN
ajema-8288	229	7	to	to	PART
ajema-8288	229	8	enhance	enhance	VERB
ajema-8288	229	9	energy	energy	NOUN
ajema-8288	229	10	effectiveness	effectiveness	NOUN
ajema-8288	229	11	in	in	ADP
ajema-8288	229	12	industrial	industrial	ADJ
ajema-8288	229	13	automation	automation	NOUN
ajema-8288	229	14	systems	system	NOUN
ajema-8288	229	15	.	.	PUNCT
ajema-8288	230	1	companies	company	NOUN
ajema-8288	230	2	can	can	AUX
ajema-8288	230	3	protect	protect	VERB
ajema-8288	230	4	their	their	PRON
ajema-8288	230	5	operational	operational	ADJ
ajema-8288	230	6	effectiveness	effectiveness	NOUN
ajema-8288	230	7	through	through	ADP
ajema-8288	230	8	proactive	proactive	ADJ
ajema-8288	230	9	maintenance	maintenance	NOUN
ajema-8288	230	10	by	by	ADP
ajema-8288	230	11	evaluating	evaluate	VERB
ajema-8288	230	12	machines	machine	NOUN
ajema-8288	230	13	using	use	VERB
ajema-8288	230	14	anomalies	anomaly	NOUN
ajema-8288	230	15	in	in	ADP
ajema-8288	230	16	power	power	NOUN
ajema-8288	230	17	use	use	NOUN
ajema-8288	230	18	data	datum	NOUN
ajema-8288	230	19	.	.	PUNCT
ajema-8288	231	1	another	another	DET
ajema-8288	231	2	aspect	aspect	NOUN
ajema-8288	231	3	where	where	SCONJ
ajema-8288	231	4	power	power	NOUN
ajema-8288	231	5	optimization	optimization	NOUN
ajema-8288	231	6	methods	method	NOUN
ajema-8288	231	7	help	help	VERB
ajema-8288	231	8	is	be	AUX
ajema-8288	231	9	by	by	ADP
ajema-8288	231	10	providing	provide	VERB
ajema-8288	231	11	solutions	solution	NOUN
ajema-8288	231	12	to	to	PART
ajema-8288	231	13	minimize	minimize	VERB
ajema-8288	231	14	waste	waste	NOUN
ajema-8288	231	15	and	and	CCONJ
ajema-8288	231	16	enhance	enhance	VERB
ajema-8288	231	17	sustainability	sustainability	NOUN
ajema-8288	231	18	for	for	ADP
ajema-8288	231	19	machine	machine	NOUN
ajema-8288	231	20	operations	operation	NOUN
ajema-8288	231	21	.	.	PUNCT
ajema-8288	232	1	this	this	DET
ajema-8288	232	2	visualization	visualization	NOUN
ajema-8288	232	3	helps	help	VERB
ajema-8288	232	4	organizations	organization	NOUN
ajema-8288	232	5	make	make	VERB
ajema-8288	232	6	data	datum	NOUN
ajema-8288	232	7	-	-	PUNCT
ajema-8288	232	8	based	base	VERB
ajema-8288	232	9	decisions	decision	NOUN
ajema-8288	232	10	for	for	ADP
ajema-8288	232	11	power	power	NOUN
ajema-8288	232	12	systems	system	NOUN
ajema-8288	232	13	management	management	NOUN
ajema-8288	232	14	while	while	SCONJ
ajema-8288	232	15	optimizing	optimize	VERB
ajema-8288	232	16	operations	operation	NOUN
ajema-8288	232	17	by	by	ADP
ajema-8288	232	18	highlighting	highlight	VERB
ajema-8288	232	19	the	the	DET
ajema-8288	232	20	importance	importance	NOUN
ajema-8288	232	21	of	of	ADP
ajema-8288	232	22	automatic	automatic	ADJ
ajema-8288	232	23	monitoring	monitoring	NOUN
ajema-8288	232	24	and	and	CCONJ
ajema-8288	232	25	ai	ai	VERB
ajema-8288	232	26	predictive	predictive	ADJ
ajema-8288	232	27	solutions	solution	NOUN
ajema-8288	232	28	employed	employ	VERB
ajema-8288	232	29	in	in	ADP
ajema-8288	232	30	current	current	ADJ
ajema-8288	232	31	industrial	industrial	ADJ
ajema-8288	232	32	facilities	facility	NOUN
ajema-8288	232	33	.	.	PUNCT
ajema-8288	233	1	4.4	4.4	NUM
ajema-8288	233	2	efficiency	efficiency	NOUN
ajema-8288	233	3	status	status	NOUN
ajema-8288	233	4	distribution	distribution	NOUN
ajema-8288	233	5	across	across	ADP
ajema-8288	233	6	machines	machine	NOUN
ajema-8288	233	7	figure	figure	VERB
ajema-8288	233	8	4	4	NUM
ajema-8288	233	9	:	:	PUNCT
ajema-8288	233	10	this	this	DET
ajema-8288	233	11	image	image	NOUN
ajema-8288	233	12	illustrated	illustrate	VERB
ajema-8288	233	13	the	the	DET
ajema-8288	233	14	distribution	distribution	NOUN
ajema-8288	233	15	of	of	ADP
ajema-8288	233	16	performance	performance	NOUN
ajema-8288	233	17	levels	level	NOUN
ajema-8288	233	18	by	by	ADP
ajema-8288	233	19	machine	machine	NOUN
ajema-8288	233	20	ids	id	NOUN
ajema-8288	233	21	and	and	CCONJ
ajema-8288	233	22	efficiency	efficiency	NOUN
ajema-8288	233	23	status	status	NOUN
ajema-8288	233	24	64	64	NUM
ajema-8288	233	25	journal	journal	NOUN
ajema-8288	233	26	of	of	ADP
ajema-8288	233	27	engineering	engineering	NOUN
ajema-8288	233	28	,	,	PUNCT
ajema-8288	233	29	mechanics	mechanic	NOUN
ajema-8288	233	30	and	and	CCONJ
ajema-8288	233	31	architecture	architecture	NOUN
ajema-8288	233	32	www	www	NOUN
ajema-8288	233	33	.	.	PUNCT
ajema-8288	234	1	grnjournal.us	grnjournal.us	X
ajema-8288	234	2	the	the	DET
ajema-8288	234	3	distribution	distribution	NOUN
ajema-8288	234	4	of	of	ADP
ajema-8288	234	5	performance	performance	NOUN
ajema-8288	234	6	levels	level	NOUN
ajema-8288	234	7	revealed	reveal	VERB
ajema-8288	234	8	by	by	ADP
ajema-8288	234	9	figure	figure	NOUN
ajema-8288	234	10	4	4	NUM
ajema-8288	234	11	shows	show	VERB
ajema-8288	234	12	how	how	SCONJ
ajema-8288	234	13	machine	machine	NOUN
ajema-8288	234	14	ids	id	NOUN
ajema-8288	234	15	distributed	distribute	VERB
ajema-8288	234	16	their	their	PRON
ajema-8288	234	17	efficiency	efficiency	NOUN
ajema-8288	234	18	status	status	NOUN
ajema-8288	234	19	between	between	ADP
ajema-8288	234	20	high	high	ADJ
ajema-8288	234	21	,	,	PUNCT
ajema-8288	234	22	medium	medium	ADJ
ajema-8288	234	23	and	and	CCONJ
ajema-8288	234	24	low	low	ADJ
ajema-8288	234	25	categories	category	NOUN
ajema-8288	234	26	.	.	PUNCT
ajema-8288	235	1	different	different	ADJ
ajema-8288	235	2	machine	machine	NOUN
ajema-8288	235	3	ids	id	NOUN
ajema-8288	235	4	appear	appear	VERB
ajema-8288	235	5	on	on	ADP
ajema-8288	235	6	the	the	DET
ajema-8288	235	7	x	x	NOUN
ajema-8288	235	8	-	-	NOUN
ajema-8288	235	9	axis	axis	NOUN
ajema-8288	235	10	and	and	CCONJ
ajema-8288	235	11	the	the	DET
ajema-8288	235	12	occurrence	occurrence	NOUN
ajema-8288	235	13	counts	count	NOUN
ajema-8288	235	14	exist	exist	VERB
ajema-8288	235	15	on	on	ADP
ajema-8288	235	16	the	the	DET
ajema-8288	235	17	y	y	NOUN
ajema-8288	235	18	-	-	PUNCT
ajema-8288	235	19	axis	axis	NOUN
ajema-8288	235	20	within	within	ADP
ajema-8288	235	21	the	the	DET
ajema-8288	235	22	dataset	dataset	NOUN
ajema-8288	235	23	.	.	PUNCT
ajema-8288	236	1	a	a	DET
ajema-8288	236	2	color	color	NOUN
ajema-8288	236	3	scheme	scheme	NOUN
ajema-8288	236	4	differentiates	differentiate	VERB
ajema-8288	236	5	the	the	DET
ajema-8288	236	6	efficiency	efficiency	NOUN
ajema-8288	236	7	level	level	NOUN
ajema-8288	236	8	representation	representation	NOUN
ajema-8288	236	9	in	in	ADP
ajema-8288	236	10	each	each	DET
ajema-8288	236	11	bar	bar	NOUN
ajema-8288	236	12	.	.	PUNCT
ajema-8288	237	1	the	the	DET
ajema-8288	237	2	analyzed	analyze	VERB
ajema-8288	237	3	data	data	NOUN
ajema-8288	237	4	demonstrates	demonstrate	VERB
ajema-8288	237	5	machines	machine	NOUN
ajema-8288	237	6	primarily	primarily	ADV
ajema-8288	237	7	maintain	maintain	VERB
ajema-8288	237	8	high	high	ADJ
ajema-8288	237	9	efficiency	efficiency	NOUN
ajema-8288	237	10	levels	level	NOUN
ajema-8288	237	11	since	since	SCONJ
ajema-8288	237	12	the	the	DET
ajema-8288	237	13	dark	dark	ADJ
ajema-8288	237	14	blue	blue	ADJ
ajema-8288	237	15	bars	bar	NOUN
ajema-8288	237	16	dominate	dominate	VERB
ajema-8288	237	17	across	across	ADP
ajema-8288	237	18	all	all	DET
ajema-8288	237	19	machines	machine	NOUN
ajema-8288	237	20	.	.	PUNCT
ajema-8288	238	1	the	the	DET
ajema-8288	238	2	medium	medium	ADJ
ajema-8288	238	3	efficiency	efficiency	NOUN
ajema-8288	238	4	category	category	NOUN
ajema-8288	238	5	(	(	PUNCT
ajema-8288	238	6	green	green	ADJ
ajema-8288	238	7	bars	bar	NOUN
ajema-8288	238	8	)	)	PUNCT
ajema-8288	238	9	appears	appear	VERB
ajema-8288	238	10	next	next	ADV
ajema-8288	238	11	to	to	ADP
ajema-8288	238	12	high	high	ADJ
ajema-8288	238	13	efficiency	efficiency	NOUN
ajema-8288	238	14	(	(	PUNCT
ajema-8288	238	15	dark	dark	ADJ
ajema-8288	238	16	blue	blue	ADJ
ajema-8288	238	17	bars	bar	NOUN
ajema-8288	238	18	)	)	PUNCT
ajema-8288	238	19	but	but	CCONJ
ajema-8288	238	20	the	the	DET
ajema-8288	238	21	low	low	ADJ
ajema-8288	238	22	efficiency	efficiency	NOUN
ajema-8288	238	23	category	category	NOUN
ajema-8288	238	24	(	(	PUNCT
ajema-8288	238	25	black	black	ADJ
ajema-8288	238	26	bars	bar	NOUN
ajema-8288	238	27	)	)	PUNCT
ajema-8288	238	28	remains	remain	VERB
ajema-8288	238	29	the	the	DET
ajema-8288	238	30	most	most	ADV
ajema-8288	238	31	scarce	scarce	ADJ
ajema-8288	238	32	among	among	ADP
ajema-8288	238	33	all	all	DET
ajema-8288	238	34	machines	machine	NOUN
ajema-8288	238	35	.	.	PUNCT
ajema-8288	239	1	the	the	DET
ajema-8288	239	2	data	data	NOUN
ajema-8288	239	3	shows	show	VERB
ajema-8288	239	4	most	most	ADJ
ajema-8288	239	5	machines	machine	NOUN
ajema-8288	239	6	maintain	maintain	VERB
ajema-8288	239	7	high	high	ADJ
ajema-8288	239	8	operational	operational	ADJ
ajema-8288	239	9	efficiency	efficiency	NOUN
ajema-8288	239	10	but	but	CCONJ
ajema-8288	239	11	medium	medium	ADJ
ajema-8288	239	12	and	and	CCONJ
ajema-8288	239	13	low	low	ADJ
ajema-8288	239	14	performance	performance	NOUN
ajema-8288	239	15	levels	level	NOUN
ajema-8288	239	16	affect	affect	VERB
ajema-8288	239	17	only	only	ADV
ajema-8288	239	18	a	a	DET
ajema-8288	239	19	minimal	minimal	ADJ
ajema-8288	239	20	portion	portion	NOUN
ajema-8288	239	21	of	of	ADP
ajema-8288	239	22	the	the	DET
ajema-8288	239	23	total	total	ADJ
ajema-8288	239	24	machines	machine	NOUN
ajema-8288	239	25	.	.	PUNCT
ajema-8288	240	1	the	the	DET
ajema-8288	240	2	uniform	uniform	ADJ
ajema-8288	240	3	performance	performance	NOUN
ajema-8288	240	4	maintenance	maintenance	NOUN
ajema-8288	240	5	at	at	ADP
ajema-8288	240	6	high	high	ADJ
ajema-8288	240	7	levels	level	NOUN
ajema-8288	240	8	across	across	ADP
ajema-8288	240	9	all	all	DET
ajema-8288	240	10	machines	machine	NOUN
ajema-8288	240	11	suggests	suggest	VERB
ajema-8288	240	12	optimized	optimize	VERB
ajema-8288	240	13	processes	process	NOUN
ajema-8288	240	14	and	and	CCONJ
ajema-8288	240	15	effective	effective	ADJ
ajema-8288	240	16	predictive	predictive	ADJ
ajema-8288	240	17	maintenance	maintenance	NOUN
ajema-8288	240	18	methods	method	NOUN
ajema-8288	240	19	as	as	ADV
ajema-8288	240	20	well	well	ADV
ajema-8288	240	21	as	as	ADP
ajema-8288	240	22	efficient	efficient	ADJ
ajema-8288	240	23	equipment	equipment	NOUN
ajema-8288	240	24	maintenance	maintenance	NOUN
ajema-8288	240	25	practices	practice	NOUN
ajema-8288	240	26	[	[	X
ajema-8288	240	27	39	39	NUM
ajema-8288	240	28	]	]	PUNCT
ajema-8288	240	29	.	.	PUNCT
ajema-8288	241	1	the	the	DET
ajema-8288	241	2	presence	presence	NOUN
ajema-8288	241	3	of	of	ADP
ajema-8288	241	4	machines	machine	NOUN
ajema-8288	241	5	in	in	ADP
ajema-8288	241	6	both	both	DET
ajema-8288	241	7	medium	medium	ADJ
ajema-8288	241	8	and	and	CCONJ
ajema-8288	241	9	low	low	ADJ
ajema-8288	241	10	efficiency	efficiency	NOUN
ajema-8288	241	11	categories	category	NOUN
ajema-8288	241	12	indicate	indicate	VERB
ajema-8288	241	13	operational	operational	ADJ
ajema-8288	241	14	faults	fault	NOUN
ajema-8288	241	15	that	that	PRON
ajema-8288	241	16	administrators	administrator	NOUN
ajema-8288	241	17	should	should	AUX
ajema-8288	241	18	conduct	conduct	VERB
ajema-8288	241	19	further	further	ADJ
ajema-8288	241	20	analysis	analysis	NOUN
ajema-8288	241	21	about	about	ADP
ajema-8288	241	22	.	.	PUNCT
ajema-8288	242	1	various	various	ADJ
ajema-8288	242	2	inefficiencies	inefficiency	NOUN
ajema-8288	242	3	arise	arise	VERB
ajema-8288	242	4	because	because	SCONJ
ajema-8288	242	5	of	of	ADP
ajema-8288	242	6	operations	operation	NOUN
ajema-8288	242	7	that	that	PRON
ajema-8288	242	8	need	need	VERB
ajema-8288	242	9	improvement	improvement	NOUN
ajema-8288	242	10	combined	combine	VERB
ajema-8288	242	11	with	with	ADP
ajema-8288	242	12	equipment	equipment	NOUN
ajema-8288	242	13	deterioration	deterioration	NOUN
ajema-8288	242	14	and	and	CCONJ
ajema-8288	242	15	required	require	VERB
ajema-8288	242	16	calibration	calibration	NOUN
ajema-8288	242	17	and	and	CCONJ
ajema-8288	242	18	maintenance	maintenance	NOUN
ajema-8288	242	19	adjustments	adjustment	NOUN
ajema-8288	242	20	.	.	PUNCT
ajema-8288	243	1	performance	performance	NOUN
ajema-8288	243	2	improvements	improvement	NOUN
ajema-8288	243	3	must	must	AUX
ajema-8288	243	4	be	be	AUX
ajema-8288	243	5	identified	identify	VERB
ajema-8288	243	6	by	by	ADP
ajema-8288	243	7	conducting	conduct	VERB
ajema-8288	243	8	this	this	DET
ajema-8288	243	9	critical	critical	ADJ
ajema-8288	243	10	analysis	analysis	NOUN
ajema-8288	243	11	.	.	PUNCT
ajema-8288	244	1	virgin	virgin	PROPN
ajema-8288	244	2	atlantic	atlantic	PROPN
ajema-8288	244	3	uses	use	VERB
ajema-8288	244	4	these	these	DET
ajema-8288	244	5	insights	insight	NOUN
ajema-8288	244	6	to	to	PART
ajema-8288	244	7	detect	detect	VERB
ajema-8288	244	8	weak	weak	ADJ
ajema-8288	244	9	equipment	equipment	NOUN
ajema-8288	244	10	then	then	ADV
ajema-8288	244	11	schedules	schedule	VERB
ajema-8288	244	12	maintenance	maintenance	NOUN
ajema-8288	244	13	as	as	ADV
ajema-8288	244	14	well	well	ADV
ajema-8288	244	15	as	as	ADP
ajema-8288	244	16	streamlines	streamline	NOUN
ajema-8288	244	17	their	their	PRON
ajema-8288	244	18	workflow	workflow	NOUN
ajema-8288	244	19	processes	process	NOUN
ajema-8288	244	20	for	for	ADP
ajema-8288	244	21	improving	improve	VERB
ajema-8288	244	22	total	total	ADJ
ajema-8288	244	23	manufacturing	manufacturing	NOUN
ajema-8288	244	24	efficiency	efficiency	NOUN
ajema-8288	244	25	.	.	PUNCT
ajema-8288	245	1	4.5	4.5	NUM
ajema-8288	245	2	error	error	NOUN
ajema-8288	245	3	distribution	distribution	NOUN
ajema-8288	245	4	analysis	analysis	NOUN
ajema-8288	245	5	figure	figure	NOUN
ajema-8288	245	6	5	5	NUM
ajema-8288	245	7	:	:	PUNCT
ajema-8288	245	8	this	this	DET
ajema-8288	245	9	image	image	NOUN
ajema-8288	245	10	demonstrates	demonstrate	VERB
ajema-8288	245	11	the	the	DET
ajema-8288	245	12	frequency	frequency	NOUN
ajema-8288	245	13	of	of	ADP
ajema-8288	245	14	error	error	NOUN
ajema-8288	245	15	distribution	distribution	NOUN
ajema-8288	245	16	patterns	pattern	VERB
ajema-8288	245	17	the	the	DET
ajema-8288	245	18	histogram	histogram	NOUN
ajema-8288	245	19	assessment	assessment	NOUN
ajema-8288	245	20	of	of	ADP
ajema-8288	245	21	figure	figure	NOUN
ajema-8288	245	22	5	5	NUM
ajema-8288	245	23	demonstrates	demonstrate	VERB
ajema-8288	245	24	error	error	NOUN
ajema-8288	245	25	distribution	distribution	NOUN
ajema-8288	245	26	patterns	pattern	NOUN
ajema-8288	245	27	throughout	throughout	ADP
ajema-8288	245	28	the	the	DET
ajema-8288	245	29	dataset	dataset	NOUN
ajema-8288	245	30	while	while	SCONJ
ajema-8288	245	31	showcasing	showcase	VERB
ajema-8288	245	32	the	the	DET
ajema-8288	245	33	distribution	distribution	NOUN
ajema-8288	245	34	frequency	frequency	NOUN
ajema-8288	245	35	of	of	ADP
ajema-8288	245	36	various	various	ADJ
ajema-8288	245	37	values	value	NOUN
ajema-8288	245	38	.	.	PUNCT
ajema-8288	246	1	the	the	DET
ajema-8288	246	2	x	x	ADJ
ajema-8288	246	3	-	-	ADJ
ajema-8288	246	4	axis	axis	ADJ
ajema-8288	246	5	shows	show	VERB
ajema-8288	246	6	error	error	NOUN
ajema-8288	246	7	values	value	NOUN
ajema-8288	246	8	which	which	PRON
ajema-8288	246	9	correspond	correspond	VERB
ajema-8288	246	10	to	to	ADP
ajema-8288	246	11	frequencies	frequency	NOUN
ajema-8288	246	12	of	of	ADP
ajema-8288	246	13	their	their	PRON
ajema-8288	246	14	occurrence	occurrence	NOUN
ajema-8288	246	15	through	through	ADP
ajema-8288	246	16	the	the	DET
ajema-8288	246	17	y	y	NOUN
ajema-8288	246	18	-	-	PUNCT
ajema-8288	246	19	axis	axis	NOUN
ajema-8288	246	20	.	.	PUNCT
ajema-8288	247	1	the	the	DET
ajema-8288	247	2	distribution	distribution	NOUN
ajema-8288	247	3	pattern	pattern	NOUN
ajema-8288	247	4	becomes	become	VERB
ajema-8288	247	5	clearer	clear	ADJ
ajema-8288	247	6	through	through	ADP
ajema-8288	247	7	the	the	DET
ajema-8288	247	8	overlapping	overlapping	NOUN
ajema-8288	247	9	of	of	ADP
ajema-8288	247	10	a	a	DET
ajema-8288	247	11	smoothed	smooth	VERB
ajema-8288	247	12	density	density	NOUN
ajema-8288	247	13	curve	curve	NOUN
ajema-8288	247	14	on	on	ADP
ajema-8288	247	15	the	the	DET
ajema-8288	247	16	histogram	histogram	NOUN
ajema-8288	247	17	.	.	PUNCT
ajema-8288	248	1	the	the	DET
ajema-8288	248	2	statistical	statistical	ADJ
ajema-8288	248	3	data	datum	NOUN
ajema-8288	248	4	shows	show	VERB
ajema-8288	248	5	that	that	SCONJ
ajema-8288	248	6	error	error	NOUN
ajema-8288	248	7	values	value	NOUN
ajema-8288	248	8	span	span	VERB
ajema-8288	248	9	from	from	ADP
ajema-8288	248	10	-5	-5	ADV
ajema-8288	248	11	to	to	ADP
ajema-8288	248	12	+5	+5	PROPN
ajema-8288	248	13	with	with	ADP
ajema-8288	248	14	steady	steady	ADJ
ajema-8288	248	15	frequency	frequency	NOUN
ajema-8288	248	16	across	across	ADP
ajema-8288	248	17	the	the	DET
ajema-8288	248	18	majority	majority	NOUN
ajema-8288	248	19	of	of	ADP
ajema-8288	248	20	intervals	interval	NOUN
ajema-8288	248	21	.	.	PUNCT
ajema-8288	249	1	however	however	ADV
ajema-8288	249	2	,	,	PUNCT
ajema-8288	249	3	minor	minor	ADJ
ajema-8288	249	4	fluctuations	fluctuation	NOUN
ajema-8288	249	5	in	in	ADP
ajema-8288	249	6	density	density	NOUN
ajema-8288	249	7	show	show	VERB
ajema-8288	249	8	the	the	DET
ajema-8288	249	9	variation	variation	NOUN
ajema-8288	249	10	of	of	ADP
ajema-8288	249	11	when	when	SCONJ
ajema-8288	249	12	errors	error	NOUN
ajema-8288	249	13	happen	happen	VERB
ajema-8288	249	14	.	.	PUNCT
ajema-8288	250	1	the	the	DET
ajema-8288	250	2	additional	additional	ADJ
ajema-8288	250	3	curve	curve	NOUN
ajema-8288	250	4	emphasizes	emphasize	VERB
ajema-8288	250	5	specific	specific	ADJ
ajema-8288	250	6	error	error	NOUN
ajema-8288	250	7	values	value	NOUN
ajema-8288	250	8	by	by	ADP
ajema-8288	250	9	demonstrating	demonstrate	VERB
ajema-8288	250	10	peaks	peak	NOUN
ajema-8288	250	11	to	to	PART
ajema-8288	250	12	indicate	indicate	VERB
ajema-8288	250	13	non	non	ADJ
ajema-8288	250	14	-	-	ADJ
ajema-8288	250	15	perfect	perfect	ADJ
ajema-8288	250	16	distribution	distribution	NOUN
ajema-8288	250	17	symmetry	symmetry	NOUN
ajema-8288	250	18	[	[	X
ajema-8288	250	19	40	40	NUM
ajema-8288	250	20	]	]	PUNCT
ajema-8288	250	21	.	.	PUNCT
ajema-8288	251	1	research	research	NOUN
ajema-8288	251	2	validity	validity	NOUN
ajema-8288	251	3	and	and	CCONJ
ajema-8288	251	4	system	system	NOUN
ajema-8288	251	5	reliability	reliability	NOUN
ajema-8288	251	6	depend	depend	VERB
ajema-8288	251	7	heavily	heavily	ADV
ajema-8288	251	8	on	on	ADP
ajema-8288	251	9	this	this	DET
ajema-8288	251	10	analysis	analysis	NOUN
ajema-8288	251	11	to	to	PART
ajema-8288	251	12	evaluate	evaluate	VERB
ajema-8288	251	13	predictive	predictive	ADJ
ajema-8288	251	14	models	model	NOUN
ajema-8288	251	15	and	and	CCONJ
ajema-8288	251	16	automated	automate	VERB
ajema-8288	251	17	systems	system	NOUN
ajema-8288	251	18	used	use	VERB
ajema-8288	251	19	within	within	ADP
ajema-8288	251	20	the	the	DET
ajema-8288	251	21	study	study	NOUN
ajema-8288	251	22	.	.	PUNCT
ajema-8288	252	1	the	the	DET
ajema-8288	252	2	model	model	NOUN
ajema-8288	252	3	keeps	keep	VERB
ajema-8288	252	4	its	its	PRON
ajema-8288	252	5	error	error	NOUN
ajema-8288	252	6	range	range	NOUN
ajema-8288	252	7	manageable	manageable	ADJ
ajema-8288	252	8	but	but	CCONJ
ajema-8288	252	9	it	it	PRON
ajema-8288	252	10	shows	show	VERB
ajema-8288	252	11	many	many	ADJ
ajema-8288	252	12	deviations	deviation	NOUN
ajema-8288	252	13	from	from	ADP
ajema-8288	252	14	zero	zero	NUM
ajema-8288	252	15	that	that	PRON
ajema-8288	252	16	point	point	NOUN
ajema-8288	252	17	to	to	ADP
ajema-8288	252	18	possible	possible	ADJ
ajema-8288	252	19	prediction	prediction	NOUN
ajema-8288	252	20	flaws	flaw	NOUN
ajema-8288	252	21	and	and	CCONJ
ajema-8288	252	22	systematic	systematic	ADJ
ajema-8288	252	23	inaccuracies	inaccuracy	NOUN
ajema-8288	252	24	.	.	PUNCT
ajema-8288	253	1	subscriber	subscriber	NOUN
ajema-8288	253	2	prediction	prediction	NOUN
ajema-8288	253	3	accuracy	accuracy	NOUN
ajema-8288	253	4	improvements	improvement	NOUN
ajema-8288	253	5	should	should	AUX
ajema-8288	253	6	make	make	VERB
ajema-8288	253	7	use	use	NOUN
ajema-8288	253	8	of	of	ADP
ajema-8288	253	9	better	well	ADJ
ajema-8288	253	10	feature	feature	NOUN
ajema-8288	253	11	design	design	NOUN
ajema-8288	253	12	and	and	CCONJ
ajema-8288	253	13	optimized	optimize	VERB
ajema-8288	253	14	parameter	parameter	NOUN
ajema-8288	253	15	values	value	NOUN
ajema-8288	253	16	or	or	CCONJ
ajema-8288	253	17	advanced	advanced	ADJ
ajema-8288	253	18	error	error	NOUN
ajema-8288	253	19	correction	correction	NOUN
ajema-8288	253	20	methods	method	NOUN
ajema-8288	253	21	.	.	PUNCT
ajema-8288	254	1	system	system	NOUN
ajema-8288	254	2	accuracy	accuracy	NOUN
ajema-8288	254	3	and	and	CCONJ
ajema-8288	254	4	reliability	reliability	NOUN
ajema-8288	254	5	development	development	NOUN
ajema-8288	254	6	depends	depend	VERB
ajema-8288	254	7	on	on	ADP
ajema-8288	254	8	understanding	understand	VERB
ajema-8288	254	9	what	what	DET
ajema-8288	254	10	pattern	pattern	NOUN
ajema-8288	254	11	the	the	DET
ajema-8288	254	12	errors	error	NOUN
ajema-8288	254	13	follow	follow	VERB
ajema-8288	254	14	between	between	ADP
ajema-8288	254	15	normal	normal	ADJ
ajema-8288	254	16	distribution	distribution	NOUN
ajema-8288	254	17	and	and	CCONJ
ajema-8288	254	18	systematic	systematic	ADJ
ajema-8288	254	19	patterns	pattern	NOUN
ajema-8288	254	20	.	.	PUNCT
ajema-8288	255	1	an	an	DET
ajema-8288	255	2	error	error	NOUN
ajema-8288	255	3	distribution	distribution	NOUN
ajema-8288	255	4	analysis	analysis	NOUN
ajema-8288	255	5	helps	helps	AUX
ajema-8288	255	6	identify	identify	VERB
ajema-8288	255	7	sectors	sector	NOUN
ajema-8288	255	8	for	for	ADP
ajema-8288	255	9	development	development	NOUN
ajema-8288	255	10	which	which	PRON
ajema-8288	255	11	enhances	enhance	VERB
ajema-8288	255	12	automated	automated	ADJ
ajema-8288	255	13	decision	decision	NOUN
ajema-8288	255	14	-	-	PUNCT
ajema-8288	255	15	making	make	VERB
ajema-8288	255	16	system	system	NOUN
ajema-8288	255	17	reliability	reliability	NOUN
ajema-8288	255	18	and	and	CCONJ
ajema-8288	255	19	accuracy	accuracy	NOUN
ajema-8288	255	20	.	.	PUNCT
ajema-8288	256	1	65	65	NUM
ajema-8288	256	2	journal	journal	NOUN
ajema-8288	256	3	of	of	ADP
ajema-8288	256	4	engineering	engineering	NOUN
ajema-8288	256	5	,	,	PUNCT
ajema-8288	256	6	mechanics	mechanic	NOUN
ajema-8288	256	7	and	and	CCONJ
ajema-8288	256	8	architecture	architecture	NOUN
ajema-8288	256	9	www	www	NOUN
ajema-8288	256	10	.	.	PUNCT
ajema-8288	257	1	grnjournal.us	grnjournal.us	X
ajema-8288	257	2	4.6	4.6	NUM
ajema-8288	257	3	analysis	analysis	NOUN
ajema-8288	257	4	of	of	ADP
ajema-8288	257	5	speed	speed	NOUN
ajema-8288	257	6	rpm	rpm	NOUN
ajema-8288	257	7	distribution	distribution	NOUN
ajema-8288	257	8	figure	figure	NOUN
ajema-8288	257	9	6	6	NUM
ajema-8288	257	10	:	:	PUNCT
ajema-8288	257	11	this	this	DET
ajema-8288	257	12	image	image	NOUN
ajema-8288	257	13	illustrated	illustrate	VERB
ajema-8288	257	14	the	the	DET
ajema-8288	257	15	distribution	distribution	NOUN
ajema-8288	257	16	of	of	ADP
ajema-8288	257	17	speed	speed	NOUN
ajema-8288	257	18	values	value	NOUN
ajema-8288	257	19	in	in	ADP
ajema-8288	257	20	rpm	rpm	ADP
ajema-8288	257	21	the	the	DET
ajema-8288	257	22	data	data	NOUN
ajema-8288	257	23	distribution	distribution	NOUN
ajema-8288	257	24	of	of	ADP
ajema-8288	257	25	speed	speed	NOUN
ajema-8288	257	26	values	value	NOUN
ajema-8288	257	27	in	in	ADP
ajema-8288	257	28	rpm	rpm	PROPN
ajema-8288	257	29	appears	appear	VERB
ajema-8288	257	30	in	in	ADP
ajema-8288	257	31	figure	figure	NOUN
ajema-8288	257	32	6	6	NUM
ajema-8288	257	33	through	through	ADP
ajema-8288	257	34	a	a	DET
ajema-8288	257	35	box	box	NOUN
ajema-8288	257	36	plot	plot	NOUN
ajema-8288	257	37	representation	representation	NOUN
ajema-8288	257	38	.	.	PUNCT
ajema-8288	258	1	the	the	DET
ajema-8288	258	2	rpm	rpm	ADJ
ajema-8288	258	3	speed	speed	NOUN
ajema-8288	258	4	measurements	measurement	NOUN
ajema-8288	258	5	appear	appear	VERB
ajema-8288	258	6	on	on	ADP
ajema-8288	258	7	the	the	DET
ajema-8288	258	8	y	y	NOUN
ajema-8288	258	9	-	-	PUNCT
ajema-8288	258	10	axis	axis	NOUN
ajema-8288	258	11	from	from	ADP
ajema-8288	258	12	500	500	NUM
ajema-8288	258	13	to	to	PART
ajema-8288	258	14	3000	3000	NUM
ajema-8288	258	15	rpm	rpm	NOUN
ajema-8288	258	16	while	while	SCONJ
ajema-8288	258	17	the	the	DET
ajema-8288	258	18	box	box	PROPN
ajema-8288	258	19	plot	plot	NOUN
ajema-8288	258	20	summarizes	summarize	NOUN
ajema-8288	258	21	both	both	DET
ajema-8288	258	22	data	datum	NOUN
ajema-8288	258	23	center	center	NOUN
ajema-8288	258	24	and	and	CCONJ
ajema-8288	258	25	variability	variability	NOUN
ajema-8288	258	26	.	.	PUNCT
ajema-8288	259	1	the	the	DET
ajema-8288	259	2	green	green	ADJ
ajema-8288	259	3	boxed	boxed	ADJ
ajema-8288	259	4	region	region	NOUN
ajema-8288	259	5	showing	show	VERB
ajema-8288	259	6	interquartile	interquartile	NOUN
ajema-8288	259	7	range	range	NOUN
ajema-8288	259	8	comprises	comprise	VERB
ajema-8288	259	9	values	value	NOUN
ajema-8288	259	10	from	from	ADP
ajema-8288	259	11	1000	1000	NUM
ajema-8288	259	12	rpm	rpm	NOUN
ajema-8288	259	13	up	up	ADP
ajema-8288	259	14	to	to	ADP
ajema-8288	259	15	2500	2500	NUM
ajema-8288	259	16	rpm	rpm	NOUN
ajema-8288	259	17	thus	thus	ADV
ajema-8288	259	18	containing	contain	VERB
ajema-8288	259	19	50	50	NUM
ajema-8288	259	20	%	%	NOUN
ajema-8288	259	21	of	of	ADP
ajema-8288	259	22	all	all	DET
ajema-8288	259	23	speed	speed	NOUN
ajema-8288	259	24	measurements	measurement	NOUN
ajema-8288	259	25	.	.	PUNCT
ajema-8288	260	1	data	datum	NOUN
ajema-8288	260	2	central	central	ADJ
ajema-8288	260	3	tendency	tendency	NOUN
ajema-8288	260	4	can	can	AUX
ajema-8288	260	5	be	be	AUX
ajema-8288	260	6	found	find	VERB
ajema-8288	260	7	at	at	ADP
ajema-8288	260	8	1700	1700	NUM
ajema-8288	260	9	-	-	SYM
ajema-8288	260	10	1800	1800	NUM
ajema-8288	260	11	rpm	rpm	NOUN
ajema-8288	260	12	which	which	PRON
ajema-8288	260	13	is	be	AUX
ajema-8288	260	14	shown	show	VERB
ajema-8288	260	15	by	by	ADP
ajema-8288	260	16	the	the	DET
ajema-8288	260	17	horizontal	horizontal	ADJ
ajema-8288	260	18	line	line	NOUN
ajema-8288	260	19	inside	inside	ADP
ajema-8288	260	20	the	the	DET
ajema-8288	260	21	box	box	NOUN
ajema-8288	260	22	.	.	PUNCT
ajema-8288	261	1	the	the	DET
ajema-8288	261	2	maximum	maximum	ADJ
ajema-8288	261	3	and	and	CCONJ
ajema-8288	261	4	minimum	minimum	ADJ
ajema-8288	261	5	speed	speed	NOUN
ajema-8288	261	6	values	value	NOUN
ajema-8288	261	7	extend	extend	VERB
ajema-8288	261	8	from	from	ADP
ajema-8288	261	9	500	500	NUM
ajema-8288	261	10	rpm	rpm	NOUN
ajema-8288	261	11	to	to	ADP
ajema-8288	261	12	3000	3000	NUM
ajema-8288	261	13	rpm	rpm	NOUN
ajema-8288	261	14	which	which	PRON
ajema-8288	261	15	establishes	establish	VERB
ajema-8288	261	16	the	the	DET
ajema-8288	261	17	complete	complete	ADJ
ajema-8288	261	18	range	range	NOUN
ajema-8288	261	19	of	of	ADP
ajema-8288	261	20	data	datum	NOUN
ajema-8288	261	21	points	point	NOUN
ajema-8288	261	22	in	in	ADP
ajema-8288	261	23	the	the	DET
ajema-8288	261	24	dataset	dataset	NOUN
ajema-8288	261	25	.	.	PUNCT
ajema-8288	262	1	the	the	DET
ajema-8288	262	2	box	box	PROPN
ajema-8288	262	3	plot	plot	NOUN
ajema-8288	262	4	assessment	assessment	NOUN
ajema-8288	262	5	proves	prove	VERB
ajema-8288	262	6	instrumental	instrumental	ADJ
ajema-8288	262	7	for	for	ADP
ajema-8288	262	8	both	both	PRON
ajema-8288	262	9	locating	locate	VERB
ajema-8288	262	10	variability	variability	NOUN
ajema-8288	262	11	along	along	ADP
ajema-8288	262	12	with	with	ADP
ajema-8288	262	13	potential	potential	ADJ
ajema-8288	262	14	outlier	outlier	NOUN
ajema-8288	262	15	data	datum	NOUN
ajema-8288	262	16	points	point	NOUN
ajema-8288	262	17	in	in	ADP
ajema-8288	262	18	a	a	DET
ajema-8288	262	19	dataset	dataset	NOUN
ajema-8288	262	20	.	.	PUNCT
ajema-8288	263	1	the	the	DET
ajema-8288	263	2	data	data	NOUN
ajema-8288	263	3	distribution	distribution	NOUN
ajema-8288	263	4	demonstrates	demonstrate	VERB
ajema-8288	263	5	normal	normal	ADJ
ajema-8288	263	6	behavior	behavior	NOUN
ajema-8288	263	7	because	because	SCONJ
ajema-8288	263	8	the	the	DET
ajema-8288	263	9	values	value	NOUN
ajema-8288	263	10	spread	spread	VERB
ajema-8288	263	11	evenly	evenly	ADV
ajema-8288	263	12	throughout	throughout	ADP
ajema-8288	263	13	the	the	DET
ajema-8288	263	14	total	total	ADJ
ajema-8288	263	15	range	range	NOUN
ajema-8288	263	16	without	without	ADP
ajema-8288	263	17	signs	sign	NOUN
ajema-8288	263	18	of	of	ADP
ajema-8288	263	19	outlier	outlier	NOUN
ajema-8288	263	20	effects	effect	NOUN
ajema-8288	263	21	.	.	PUNCT
ajema-8288	264	1	the	the	DET
ajema-8288	264	2	speed	speed	NOUN
ajema-8288	264	3	data	datum	NOUN
ajema-8288	264	4	follows	follow	VERB
ajema-8288	264	5	a	a	DET
ajema-8288	264	6	symmetrical	symmetrical	ADJ
ajema-8288	264	7	pattern	pattern	NOUN
ajema-8288	264	8	so	so	SCONJ
ajema-8288	264	9	it	it	PRON
ajema-8288	264	10	shows	show	VERB
ajema-8288	264	11	no	no	DET
ajema-8288	264	12	major	major	ADJ
ajema-8288	264	13	skewness	skewness	NOUN
ajema-8288	264	14	in	in	ADP
ajema-8288	264	15	the	the	DET
ajema-8288	264	16	operational	operational	ADJ
ajema-8288	264	17	speeds	speed	NOUN
ajema-8288	264	18	observed	observe	VERB
ajema-8288	264	19	in	in	ADP
ajema-8288	264	20	the	the	DET
ajema-8288	264	21	dataset	dataset	NOUN
ajema-8288	264	22	.	.	PUNCT
ajema-8288	265	1	analyzing	analyze	VERB
ajema-8288	265	2	performance	performance	NOUN
ajema-8288	265	3	and	and	CCONJ
ajema-8288	265	4	industrial	industrial	ADJ
ajema-8288	265	5	efficiency	efficiency	NOUN
ajema-8288	265	6	requires	require	VERB
ajema-8288	265	7	this	this	DET
ajema-8288	265	8	type	type	NOUN
ajema-8288	265	9	of	of	ADP
ajema-8288	265	10	examination	examination	NOUN
ajema-8288	265	11	.	.	PUNCT
ajema-8288	266	1	operation	operation	NOUN
ajema-8288	266	2	reliability	reliability	NOUN
ajema-8288	266	3	is	be	AUX
ajema-8288	266	4	ensured	ensure	VERB
ajema-8288	266	5	by	by	ADP
ajema-8288	266	6	using	use	VERB
ajema-8288	266	7	a	a	DET
ajema-8288	266	8	speed	speed	NOUN
ajema-8288	266	9	range	range	NOUN
ajema-8288	266	10	which	which	PRON
ajema-8288	266	11	does	do	AUX
ajema-8288	266	12	not	not	PART
ajema-8288	266	13	fluctuate	fluctuate	VERB
ajema-8288	266	14	and	and	CCONJ
ajema-8288	266	15	this	this	DET
ajema-8288	266	16	consistency	consistency	NOUN
ajema-8288	266	17	allows	allow	VERB
ajema-8288	266	18	detection	detection	NOUN
ajema-8288	266	19	of	of	ADP
ajema-8288	266	20	issues	issue	NOUN
ajema-8288	266	21	that	that	PRON
ajema-8288	266	22	reveal	reveal	VERB
ajema-8288	266	23	mechanical	mechanical	ADJ
ajema-8288	266	24	problems	problem	NOUN
ajema-8288	266	25	or	or	CCONJ
ajema-8288	266	26	system	system	NOUN
ajema-8288	266	27	breakdowns	breakdown	NOUN
ajema-8288	266	28	.	.	PUNCT
ajema-8288	267	1	researchers	researcher	NOUN
ajema-8288	267	2	can	can	AUX
ajema-8288	267	3	use	use	VERB
ajema-8288	267	4	additional	additional	ADJ
ajema-8288	267	5	inspection	inspection	NOUN
ajema-8288	267	6	techniques	technique	NOUN
ajema-8288	267	7	to	to	PART
ajema-8288	267	8	look	look	VERB
ajema-8288	267	9	at	at	ADP
ajema-8288	267	10	how	how	SCONJ
ajema-8288	267	11	variations	variation	NOUN
ajema-8288	267	12	in	in	ADP
ajema-8288	267	13	speed	speed	NOUN
ajema-8288	267	14	rates	rate	NOUN
ajema-8288	267	15	affect	affect	VERB
ajema-8288	267	16	the	the	DET
ajema-8288	267	17	functioning	function	VERB
ajema-8288	267	18	performance	performance	NOUN
ajema-8288	267	19	of	of	ADP
ajema-8288	267	20	automated	automate	VERB
ajema-8288	267	21	manufacturing	manufacturing	NOUN
ajema-8288	267	22	procedures	procedure	NOUN
ajema-8288	267	23	.	.	PUNCT
ajema-8288	268	1	4.7	4.7	NUM
ajema-8288	268	2	temperature	temperature	NOUN
ajema-8288	268	3	and	and	CCONJ
ajema-8288	268	4	energy	energy	NOUN
ajema-8288	268	5	consumption	consumption	NOUN
ajema-8288	268	6	trend	trend	NOUN
ajema-8288	268	7	analysis	analysis	NOUN
ajema-8288	268	8	figure	figure	NOUN
ajema-8288	268	9	7	7	NUM
ajema-8288	268	10	:	:	PUNCT
ajema-8288	268	11	this	this	DET
ajema-8288	268	12	image	image	NOUN
ajema-8288	268	13	illustrated	illustrate	VERB
ajema-8288	268	14	the	the	DET
ajema-8288	268	15	display	display	NOUN
ajema-8288	268	16	temperature	temperature	NOUN
ajema-8288	268	17	measurements	measurement	NOUN
ajema-8288	268	18	in	in	ADP
ajema-8288	268	19	°	°	NOUN
ajema-8288	268	20	c	c	NOUN
ajema-8288	268	21	together	together	ADV
ajema-8288	268	22	with	with	ADP
ajema-8288	268	23	energy	energy	NOUN
ajema-8288	268	24	usage	usage	NOUN
ajema-8288	268	25	as	as	ADP
ajema-8288	268	26	w	w	PROPN
ajema-8288	268	27	66	66	NUM
ajema-8288	268	28	journal	journal	NOUN
ajema-8288	268	29	of	of	ADP
ajema-8288	268	30	engineering	engineering	NOUN
ajema-8288	268	31	,	,	PUNCT
ajema-8288	268	32	mechanics	mechanic	NOUN
ajema-8288	268	33	and	and	CCONJ
ajema-8288	268	34	architecture	architecture	NOUN
ajema-8288	268	35	www	www	NOUN
ajema-8288	268	36	.	.	PUNCT
ajema-8288	269	1	grnjournal.us	grnjournal.us	X
ajema-8288	269	2	this	this	DET
ajema-8288	269	3	line	line	NOUN
ajema-8288	269	4	graph	graph	NOUN
ajema-8288	269	5	in	in	ADP
ajema-8288	269	6	figure	figure	NOUN
ajema-8288	269	7	7	7	NUM
ajema-8288	269	8	shows	show	VERB
ajema-8288	269	9	a	a	DET
ajema-8288	269	10	series	series	NOUN
ajema-8288	269	11	of	of	ADP
ajema-8288	269	12	indexed	index	VERB
ajema-8288	269	13	data	datum	NOUN
ajema-8288	269	14	points	point	NOUN
ajema-8288	269	15	that	that	PRON
ajema-8288	269	16	display	display	VERB
ajema-8288	269	17	temperature	temperature	NOUN
ajema-8288	269	18	measurements	measurement	NOUN
ajema-8288	269	19	in	in	ADP
ajema-8288	269	20	°	°	NOUN
ajema-8288	269	21	c	c	NOUN
ajema-8288	269	22	together	together	ADV
ajema-8288	269	23	with	with	ADP
ajema-8288	269	24	energy	energy	NOUN
ajema-8288	269	25	usage	usage	NOUN
ajema-8288	269	26	as	as	SCONJ
ajema-8288	269	27	w.	w.	PROPN
ajema-8288	269	28	the	the	DET
ajema-8288	269	29	index	index	NOUN
ajema-8288	269	30	values	value	NOUN
ajema-8288	269	31	appear	appear	VERB
ajema-8288	269	32	along	along	ADP
ajema-8288	269	33	the	the	DET
ajema-8288	269	34	x	x	NOUN
ajema-8288	269	35	-	-	NOUN
ajema-8288	269	36	axis	axis	NOUN
ajema-8288	269	37	and	and	CCONJ
ajema-8288	269	38	the	the	DET
ajema-8288	269	39	y	y	NOUN
ajema-8288	269	40	-	-	PUNCT
ajema-8288	269	41	axis	axis	NOUN
ajema-8288	269	42	contains	contain	VERB
ajema-8288	269	43	both	both	DET
ajema-8288	269	44	temperature	temperature	NOUN
ajema-8288	269	45	readings	reading	NOUN
ajema-8288	269	46	and	and	CCONJ
ajema-8288	269	47	energy	energy	NOUN
ajema-8288	269	48	consumption	consumption	NOUN
ajema-8288	269	49	values	value	NOUN
ajema-8288	269	50	.	.	PUNCT
ajema-8288	270	1	temperature	temperature	NOUN
ajema-8288	270	2	data	datum	NOUN
ajema-8288	270	3	appears	appear	VERB
ajema-8288	270	4	as	as	ADP
ajema-8288	270	5	the	the	DET
ajema-8288	270	6	red	red	ADJ
ajema-8288	270	7	colored	colored	ADJ
ajema-8288	270	8	line	line	NOUN
ajema-8288	270	9	while	while	SCONJ
ajema-8288	270	10	energy	energy	NOUN
ajema-8288	270	11	utilization	utilization	NOUN
ajema-8288	270	12	is	be	AUX
ajema-8288	270	13	displayed	display	VERB
ajema-8288	270	14	by	by	ADP
ajema-8288	270	15	the	the	DET
ajema-8288	270	16	blue	blue	ADJ
ajema-8288	270	17	colored	colored	ADJ
ajema-8288	270	18	line	line	NOUN
ajema-8288	270	19	.	.	PUNCT
ajema-8288	271	1	the	the	DET
ajema-8288	271	2	recorded	record	VERB
ajema-8288	271	3	data	datum	NOUN
ajema-8288	271	4	shows	show	VERB
ajema-8288	271	5	extensive	extensive	ADJ
ajema-8288	271	6	variation	variation	NOUN
ajema-8288	271	7	in	in	ADP
ajema-8288	271	8	energy	energy	NOUN
ajema-8288	271	9	use	use	NOUN
ajema-8288	271	10	which	which	PRON
ajema-8288	271	11	displays	display	VERB
ajema-8288	271	12	a	a	DET
ajema-8288	271	13	range	range	NOUN
ajema-8288	271	14	between	between	ADP
ajema-8288	271	15	0	0	NUM
ajema-8288	271	16	w	w	NOUN
ajema-8288	271	17	and	and	CCONJ
ajema-8288	271	18	500	500	NUM
ajema-8288	271	19	w.	w.	NOUN
ajema-8288	271	20	energy	energy	NOUN
ajema-8288	271	21	demand	demand	NOUN
ajema-8288	271	22	experiences	experience	VERB
ajema-8288	271	23	strong	strong	ADJ
ajema-8288	271	24	abrupt	abrupt	ADJ
ajema-8288	271	25	variations	variation	NOUN
ajema-8288	271	26	in	in	ADP
ajema-8288	271	27	this	this	DET
ajema-8288	271	28	data	datum	NOUN
ajema-8288	271	29	set	set	VERB
ajema-8288	271	30	which	which	PRON
ajema-8288	271	31	might	might	AUX
ajema-8288	271	32	stem	stem	VERB
ajema-8288	271	33	from	from	ADP
ajema-8288	271	34	industrial	industrial	ADJ
ajema-8288	271	35	operational	operational	ADJ
ajema-8288	271	36	workload	workload	NOUN
ajema-8288	271	37	changes	change	NOUN
ajema-8288	271	38	.	.	PUNCT
ajema-8288	272	1	fewer	few	ADJ
ajema-8288	272	2	range	range	NOUN
ajema-8288	272	3	variations	variation	NOUN
ajema-8288	272	4	appear	appear	VERB
ajema-8288	272	5	among	among	ADP
ajema-8288	272	6	temperature	temperature	NOUN
ajema-8288	272	7	values	value	NOUN
ajema-8288	272	8	as	as	SCONJ
ajema-8288	272	9	they	they	PRON
ajema-8288	272	10	show	show	VERB
ajema-8288	272	11	stable	stable	ADJ
ajema-8288	272	12	fluctuations	fluctuation	NOUN
ajema-8288	272	13	.	.	PUNCT
ajema-8288	273	1	the	the	DET
ajema-8288	273	2	observed	observed	ADJ
ajema-8288	273	3	data	data	NOUN
ajema-8288	273	4	demonstrates	demonstrate	VERB
ajema-8288	273	5	that	that	SCONJ
ajema-8288	273	6	energy	energy	NOUN
ajema-8288	273	7	consumption	consumption	NOUN
ajema-8288	273	8	shows	show	VERB
ajema-8288	273	9	a	a	DET
ajema-8288	273	10	higher	high	ADJ
ajema-8288	273	11	level	level	NOUN
ajema-8288	273	12	of	of	ADP
ajema-8288	273	13	volatility	volatility	NOUN
ajema-8288	273	14	than	than	ADP
ajema-8288	273	15	temperature	temperature	NOUN
ajema-8288	273	16	values	value	NOUN
ajema-8288	273	17	.	.	PUNCT
ajema-8288	274	1	the	the	DET
ajema-8288	274	2	stable	stable	ADJ
ajema-8288	274	3	behavior	behavior	NOUN
ajema-8288	274	4	of	of	ADP
ajema-8288	274	5	temperature	temperature	NOUN
ajema-8288	274	6	control	control	NOUN
ajema-8288	274	7	systems	system	NOUN
ajema-8288	274	8	exists	exist	VERB
ajema-8288	274	9	while	while	SCONJ
ajema-8288	274	10	energy	energy	NOUN
ajema-8288	274	11	consumption	consumption	NOUN
ajema-8288	274	12	reacts	react	VERB
ajema-8288	274	13	to	to	ADP
ajema-8288	274	14	environmental	environmental	ADJ
ajema-8288	274	15	machine	machine	NOUN
ajema-8288	274	16	operations	operation	NOUN
ajema-8288	274	17	and	and	CCONJ
ajema-8288	274	18	power	power	NOUN
ajema-8288	274	19	availability	availability	NOUN
ajema-8288	274	20	changes	change	NOUN
ajema-8288	274	21	[	[	X
ajema-8288	274	22	41	41	NUM
ajema-8288	274	23	]	]	PUNCT
ajema-8288	274	24	.	.	PUNCT
ajema-8288	275	1	the	the	DET
ajema-8288	275	2	research	research	NOUN
ajema-8288	275	3	indicates	indicate	VERB
ajema-8288	275	4	that	that	SCONJ
ajema-8288	275	5	performance	performance	NOUN
ajema-8288	275	6	connections	connection	NOUN
ajema-8288	275	7	may	may	AUX
ajema-8288	275	8	exist	exist	VERB
ajema-8288	275	9	between	between	ADP
ajema-8288	275	10	stable	stable	ADJ
ajema-8288	275	11	temperatures	temperature	NOUN
ajema-8288	275	12	and	and	CCONJ
ajema-8288	275	13	energy	energy	NOUN
ajema-8288	275	14	efficiency	efficiency	NOUN
ajema-8288	275	15	performance	performance	NOUN
ajema-8288	275	16	outcomes	outcome	NOUN
ajema-8288	275	17	.	.	PUNCT
ajema-8288	276	1	excessive	excessive	ADJ
ajema-8288	276	2	rises	rise	NOUN
ajema-8288	276	3	and	and	CCONJ
ajema-8288	276	4	drops	drop	VERB
ajema-8288	276	5	in	in	ADP
ajema-8288	276	6	energy	energy	NOUN
ajema-8288	276	7	usage	usage	NOUN
ajema-8288	276	8	should	should	AUX
ajema-8288	276	9	trigger	trigger	VERB
ajema-8288	276	10	parallel	parallel	ADJ
ajema-8288	276	11	shifts	shift	NOUN
ajema-8288	276	12	in	in	ADP
ajema-8288	276	13	equipment	equipment	NOUN
ajema-8288	276	14	temperature	temperature	NOUN
ajema-8288	276	15	to	to	PART
ajema-8288	276	16	avoid	avoid	VERB
ajema-8288	276	17	power	power	NOUN
ajema-8288	276	18	waste	waste	NOUN
ajema-8288	276	19	needing	need	VERB
ajema-8288	276	20	further	further	ADJ
ajema-8288	276	21	inspection	inspection	NOUN
ajema-8288	276	22	.	.	PUNCT
ajema-8288	277	1	system	system	NOUN
ajema-8288	277	2	operations	operation	NOUN
ajema-8288	277	3	need	need	VERB
ajema-8288	277	4	the	the	DET
ajema-8288	277	5	visualization	visualization	NOUN
ajema-8288	277	6	tool	tool	NOUN
ajema-8288	277	7	to	to	PART
ajema-8288	277	8	detect	detect	VERB
ajema-8288	277	9	and	and	CCONJ
ajema-8288	277	10	optimize	optimize	VERB
ajema-8288	277	11	power	power	NOUN
ajema-8288	277	12	usage	usage	NOUN
ajema-8288	277	13	in	in	ADP
ajema-8288	277	14	automated	automate	VERB
ajema-8288	277	15	systems	system	NOUN
ajema-8288	277	16	through	through	ADP
ajema-8288	277	17	efficiency	efficiency	NOUN
ajema-8288	277	18	assessments	assessment	NOUN
ajema-8288	277	19	.	.	PUNCT
ajema-8288	278	1	research	research	NOUN
ajema-8288	278	2	initiatives	initiative	NOUN
ajema-8288	278	3	should	should	AUX
ajema-8288	278	4	concentrate	concentrate	VERB
ajema-8288	278	5	on	on	ADP
ajema-8288	278	6	developing	develop	VERB
ajema-8288	278	7	predictive	predictive	ADJ
ajema-8288	278	8	models	model	NOUN
ajema-8288	278	9	which	which	PRON
ajema-8288	278	10	determine	determine	VERB
ajema-8288	278	11	optimal	optimal	ADJ
ajema-8288	278	12	energy	energy	NOUN
ajema-8288	278	13	optimization	optimization	NOUN
ajema-8288	278	14	strategies	strategy	NOUN
ajema-8288	278	15	for	for	ADP
ajema-8288	278	16	keeping	keep	VERB
ajema-8288	278	17	industrial	industrial	ADJ
ajema-8288	278	18	environments	environment	NOUN
ajema-8288	278	19	'	'	PART
ajema-8288	278	20	temperature	temperature	NOUN
ajema-8288	278	21	stability	stability	NOUN
ajema-8288	278	22	.	.	PUNCT
ajema-8288	279	1	4.8	4.8	NUM
ajema-8288	279	2	analysis	analysis	NOUN
ajema-8288	279	3	of	of	ADP
ajema-8288	279	4	average	average	ADJ
ajema-8288	279	5	energy	energy	NOUN
ajema-8288	279	6	consumption	consumption	NOUN
ajema-8288	279	7	by	by	ADP
ajema-8288	279	8	load	load	NOUN
ajema-8288	279	9	variation	variation	NOUN
ajema-8288	279	10	figure	figure	NOUN
ajema-8288	279	11	8	8	NUM
ajema-8288	279	12	:	:	PUNCT
ajema-8288	279	13	this	this	DET
ajema-8288	279	14	image	image	NOUN
ajema-8288	279	15	illustrated	illustrate	VERB
ajema-8288	279	16	the	the	DET
ajema-8288	279	17	connection	connection	NOUN
ajema-8288	279	18	between	between	ADP
ajema-8288	279	19	different	different	ADJ
ajema-8288	279	20	load	load	NOUN
ajema-8288	279	21	variation	variation	NOUN
ajema-8288	279	22	ranges	range	NOUN
ajema-8288	279	23	and	and	CCONJ
ajema-8288	279	24	the	the	DET
ajema-8288	279	25	average	average	ADJ
ajema-8288	279	26	energy	energy	NOUN
ajema-8288	279	27	consumption	consumption	NOUN
ajema-8288	279	28	this	this	DET
ajema-8288	279	29	bar	bar	NOUN
ajema-8288	279	30	chart	chart	NOUN
ajema-8288	279	31	in	in	ADP
ajema-8288	279	32	figure	figure	NOUN
ajema-8288	279	33	8	8	NUM
ajema-8288	279	34	portrays	portray	VERB
ajema-8288	279	35	the	the	DET
ajema-8288	279	36	connection	connection	NOUN
ajema-8288	279	37	between	between	ADP
ajema-8288	279	38	different	different	ADJ
ajema-8288	279	39	load	load	NOUN
ajema-8288	279	40	variation	variation	NOUN
ajema-8288	279	41	ranges	range	NOUN
ajema-8288	279	42	and	and	CCONJ
ajema-8288	279	43	the	the	DET
ajema-8288	279	44	average	average	ADJ
ajema-8288	279	45	energy	energy	NOUN
ajema-8288	279	46	consumption	consumption	NOUN
ajema-8288	279	47	in	in	ADP
ajema-8288	279	48	watts	watt	NOUN
ajema-8288	279	49	.	.	PUNCT
ajema-8288	280	1	different	different	ADJ
ajema-8288	280	2	load	load	NOUN
ajema-8288	280	3	variation	variation	NOUN
ajema-8288	280	4	ranges	range	NOUN
ajema-8288	280	5	appear	appear	VERB
ajema-8288	280	6	on	on	ADP
ajema-8288	280	7	the	the	DET
ajema-8288	280	8	x	x	NOUN
ajema-8288	280	9	-	-	ADJ
ajema-8288	280	10	axis	axis	NOUN
ajema-8288	280	11	followed	follow	VERB
ajema-8288	280	12	by	by	ADP
ajema-8288	280	13	average	average	ADJ
ajema-8288	280	14	energy	energy	NOUN
ajema-8288	280	15	consumption	consumption	NOUN
ajema-8288	280	16	in	in	ADP
ajema-8288	280	17	watts	watts	PROPN
ajema-8288	280	18	(	(	PUNCT
ajema-8288	280	19	w	w	NOUN
ajema-8288	280	20	)	)	PUNCT
ajema-8288	280	21	per	per	ADP
ajema-8288	280	22	measurement	measurement	NOUN
ajema-8288	280	23	on	on	ADP
ajema-8288	280	24	the	the	DET
ajema-8288	280	25	y	y	NOUN
ajema-8288	280	26	-	-	PUNCT
ajema-8288	280	27	axis	axis	NOUN
ajema-8288	280	28	.	.	PUNCT
ajema-8288	281	1	a	a	DET
ajema-8288	281	2	visual	visual	ADJ
ajema-8288	281	3	representation	representation	NOUN
ajema-8288	281	4	of	of	ADP
ajema-8288	281	5	energy	energy	NOUN
ajema-8288	281	6	consumption	consumption	NOUN
ajema-8288	281	7	appears	appear	VERB
ajema-8288	281	8	in	in	ADP
ajema-8288	281	9	the	the	DET
ajema-8288	281	10	bars	bar	NOUN
ajema-8288	281	11	across	across	ADP
ajema-8288	281	12	different	different	ADJ
ajema-8288	281	13	load	load	NOUN
ajema-8288	281	14	conditions	condition	NOUN
ajema-8288	281	15	in	in	ADP
ajema-8288	281	16	the	the	DET
ajema-8288	281	17	chart	chart	NOUN
ajema-8288	281	18	.	.	PUNCT
ajema-8288	282	1	energy	energy	NOUN
ajema-8288	282	2	consumption	consumption	NOUN
ajema-8288	282	3	shows	show	VERB
ajema-8288	282	4	a	a	DET
ajema-8288	282	5	steady	steady	ADJ
ajema-8288	282	6	pattern	pattern	NOUN
ajema-8288	282	7	throughout	throughout	ADP
ajema-8288	282	8	various	various	ADJ
ajema-8288	282	9	load	load	NOUN
ajema-8288	282	10	variation	variation	NOUN
ajema-8288	282	11	ranges	range	NOUN
ajema-8288	282	12	as	as	SCONJ
ajema-8288	282	13	the	the	DET
ajema-8288	282	14	measurements	measurement	NOUN
ajema-8288	282	15	remain	remain	VERB
ajema-8288	282	16	close	close	ADJ
ajema-8288	282	17	to	to	ADP
ajema-8288	282	18	260	260	NUM
ajema-8288	282	19	w	w	NOUN
ajema-8288	282	20	to	to	ADP
ajema-8288	282	21	275	275	NUM
ajema-8288	282	22	w.	w.	NOUN
ajema-8288	282	23	within	within	ADP
ajema-8288	282	24	the	the	DET
ajema-8288	282	25	load	load	NOUN
ajema-8288	282	26	range	range	NOUN
ajema-8288	282	27	of	of	ADP
ajema-8288	282	28	(	(	PUNCT
ajema-8288	282	29	1.12	1.12	NUM
ajema-8288	282	30	,	,	PUNCT
ajema-8288	282	31	1.2	1.2	NUM
ajema-8288	282	32	]	]	PUNCT
ajema-8288	282	33	the	the	DET
ajema-8288	282	34	system	system	NOUN
ajema-8288	282	35	consumes	consume	VERB
ajema-8288	282	36	the	the	DET
ajema-8288	282	37	most	most	ADJ
ajema-8288	282	38	energy	energy	NOUN
ajema-8288	282	39	yet	yet	ADV
ajema-8288	282	40	it	it	PRON
ajema-8288	282	41	consumes	consume	VERB
ajema-8288	282	42	the	the	DET
ajema-8288	282	43	least	least	ADJ
ajema-8288	282	44	energy	energy	NOUN
ajema-8288	282	45	within	within	ADP
ajema-8288	282	46	the	the	DET
ajema-8288	282	47	range	range	NOUN
ajema-8288	282	48	of	of	ADP
ajema-8288	282	49	(	(	PUNCT
ajema-8288	282	50	0.961	0.961	NUM
ajema-8288	282	51	,	,	PUNCT
ajema-8288	282	52	1.041	1.041	NUM
ajema-8288	282	53	]	]	PUNCT
ajema-8288	282	54	.	.	PUNCT
ajema-8288	283	1	measurable	measurable	ADJ
ajema-8288	283	2	differences	difference	NOUN
ajema-8288	283	3	in	in	ADP
ajema-8288	283	4	average	average	ADJ
ajema-8288	283	5	energy	energy	NOUN
ajema-8288	283	6	consumption	consumption	NOUN
ajema-8288	283	7	are	be	AUX
ajema-8288	283	8	small	small	ADJ
ajema-8288	283	9	indicating	indicate	VERB
ajema-8288	283	10	that	that	SCONJ
ajema-8288	283	11	the	the	DET
ajema-8288	283	12	documented	document	VERB
ajema-8288	283	13	changes	change	NOUN
ajema-8288	283	14	in	in	ADP
ajema-8288	283	15	load	load	NOUN
ajema-8288	283	16	do	do	AUX
ajema-8288	283	17	not	not	PART
ajema-8288	283	18	result	result	VERB
ajema-8288	283	19	in	in	ADP
ajema-8288	283	20	substantial	substantial	ADJ
ajema-8288	283	21	alterations	alteration	NOUN
ajema-8288	283	22	of	of	ADP
ajema-8288	283	23	power	power	NOUN
ajema-8288	283	24	consumption	consumption	NOUN
ajema-8288	283	25	in	in	ADP
ajema-8288	283	26	this	this	DET
ajema-8288	283	27	evaluated	evaluated	ADJ
ajema-8288	283	28	range	range	NOUN
ajema-8288	283	29	.	.	PUNCT
ajema-8288	284	1	the	the	DET
ajema-8288	284	2	system	system	NOUN
ajema-8288	284	3	appears	appear	VERB
ajema-8288	284	4	to	to	PART
ajema-8288	284	5	operate	operate	VERB
ajema-8288	284	6	at	at	ADP
ajema-8288	284	7	a	a	DET
ajema-8288	284	8	steady	steady	ADJ
ajema-8288	284	9	energy	energy	NOUN
ajema-8288	284	10	usage	usage	NOUN
ajema-8288	284	11	level	level	NOUN
ajema-8288	284	12	independently	independently	ADV
ajema-8288	284	13	of	of	ADP
ajema-8288	284	14	minor	minor	ADJ
ajema-8288	284	15	shifts	shift	NOUN
ajema-8288	284	16	in	in	ADP
ajema-8288	284	17	the	the	DET
ajema-8288	284	18	load	load	NOUN
ajema-8288	284	19	-	-	PUNCT
ajema-8288	284	20	related	relate	VERB
ajema-8288	284	21	conditions	condition	NOUN
ajema-8288	284	22	due	due	ADJ
ajema-8288	284	23	to	to	ADP
ajema-8288	284	24	optimized	optimize	VERB
ajema-8288	284	25	power	power	NOUN
ajema-8288	284	26	regulation	regulation	NOUN
ajema-8288	284	27	mechanisms	mechanism	NOUN
ajema-8288	284	28	that	that	PRON
ajema-8288	284	29	operate	operate	VERB
ajema-8288	284	30	within	within	ADP
ajema-8288	284	31	the	the	DET
ajema-8288	284	32	industrial	industrial	ADJ
ajema-8288	284	33	process	process	NOUN
ajema-8288	284	34	.	.	PUNCT
ajema-8288	285	1	further	further	ADJ
ajema-8288	285	2	research	research	NOUN
ajema-8288	285	3	needs	need	VERB
ajema-8288	285	4	to	to	PART
ajema-8288	285	5	confirm	confirm	VERB
ajema-8288	285	6	if	if	SCONJ
ajema-8288	285	7	elevated	elevated	ADJ
ajema-8288	285	8	loads	load	NOUN
ajema-8288	285	9	create	create	VERB
ajema-8288	285	10	increased	increase	VERB
ajema-8288	285	11	peak	peak	NOUN
ajema-8288	285	12	energy	energy	NOUN
ajema-8288	285	13	usage	usage	NOUN
ajema-8288	285	14	while	while	SCONJ
ajema-8288	285	15	maintaining	maintain	VERB
ajema-8288	285	16	operational	operational	ADJ
ajema-8288	285	17	efficiency	efficiency	NOUN
ajema-8288	285	18	.	.	PUNCT
ajema-8288	286	1	the	the	DET
ajema-8288	286	2	relationship	relationship	NOUN
ajema-8288	286	3	between	between	ADP
ajema-8288	286	4	changing	change	VERB
ajema-8288	286	5	industrial	industrial	ADJ
ajema-8288	286	6	workload	workload	NOUN
ajema-8288	286	7	levels	level	NOUN
ajema-8288	286	8	and	and	CCONJ
ajema-8288	286	9	power	power	NOUN
ajema-8288	286	10	consumption	consumption	NOUN
ajema-8288	286	11	needs	need	VERB
ajema-8288	286	12	clear	clear	ADJ
ajema-8288	286	13	understanding	understanding	NOUN
ajema-8288	286	14	to	to	PART
ajema-8288	286	15	maximize	maximize	VERB
ajema-8288	286	16	automated	automate	VERB
ajema-8288	286	17	system	system	NOUN
ajema-8288	286	18	energy	energy	NOUN
ajema-8288	286	19	efficiency	efficiency	NOUN
ajema-8288	286	20	.	.	PUNCT
ajema-8288	287	1	investigations	investigation	NOUN
ajema-8288	287	2	should	should	AUX
ajema-8288	287	3	explore	explore	VERB
ajema-8288	287	4	how	how	SCONJ
ajema-8288	287	5	advanced	advanced	ADJ
ajema-8288	287	6	67	67	NUM
ajema-8288	287	7	journal	journal	NOUN
ajema-8288	287	8	of	of	ADP
ajema-8288	287	9	engineering	engineering	NOUN
ajema-8288	287	10	,	,	PUNCT
ajema-8288	287	11	mechanics	mechanic	NOUN
ajema-8288	287	12	and	and	CCONJ
ajema-8288	287	13	architecture	architecture	NOUN
ajema-8288	287	14	www	www	NOUN
ajema-8288	287	15	.	.	PUNCT
ajema-8288	288	1	grnjournal.us	grnjournal.us	X
ajema-8288	288	2	control	control	NOUN
ajema-8288	288	3	techniques	technique	NOUN
ajema-8288	288	4	including	include	VERB
ajema-8288	288	5	adaptive	adaptive	ADJ
ajema-8288	288	6	energy	energy	NOUN
ajema-8288	288	7	management	management	NOUN
ajema-8288	288	8	systems	system	NOUN
ajema-8288	288	9	and	and	CCONJ
ajema-8288	288	10	machine	machine	NOUN
ajema-8288	288	11	learning	learning	NOUN
ajema-8288	288	12	-	-	PUNCT
ajema-8288	288	13	based	base	VERB
ajema-8288	288	14	optimization	optimization	NOUN
ajema-8288	288	15	would	would	AUX
ajema-8288	288	16	impact	impact	VERB
ajema-8288	288	17	efficiency	efficiency	NOUN
ajema-8288	288	18	as	as	ADV
ajema-8288	288	19	well	well	ADV
ajema-8288	288	20	as	as	ADP
ajema-8288	288	21	sustainable	sustainable	ADJ
ajema-8288	288	22	stable	stable	ADJ
ajema-8288	288	23	operations	operation	NOUN
ajema-8288	288	24	.	.	PUNCT
ajema-8288	289	1	5	5	X
ajema-8288	289	2	.	.	X
ajema-8288	289	3	dataset	dataset	NOUN
ajema-8288	289	4	and	and	CCONJ
ajema-8288	289	5	dataset	dataset	NOUN
ajema-8288	289	6	overview	overview	NOUN
ajema-8288	289	7	the	the	DET
ajema-8288	289	8	intelligent	intelligent	ADJ
ajema-8288	289	9	manufacturing	manufacturing	NOUN
ajema-8288	289	10	dataset	dataset	NOUN
ajema-8288	289	11	for	for	ADP
ajema-8288	289	12	predictive	predictive	ADJ
ajema-8288	289	13	optimization	optimization	NOUN
ajema-8288	289	14	includes	include	VERB
ajema-8288	289	15	live	live	ADJ
ajema-8288	289	16	industrial	industrial	ADJ
ajema-8288	289	17	data	datum	NOUN
ajema-8288	289	18	through	through	ADP
ajema-8288	289	19	the	the	DET
ajema-8288	289	20	combination	combination	NOUN
ajema-8288	289	21	of	of	ADP
ajema-8288	289	22	sensor	sensor	NOUN
ajema-8288	289	23	information	information	NOUN
ajema-8288	289	24	and	and	CCONJ
ajema-8288	289	25	networking	network	VERB
ajema-8288	289	26	statistics	statistic	NOUN
ajema-8288	289	27	and	and	CCONJ
ajema-8288	289	28	production	production	NOUN
ajema-8288	289	29	operational	operational	ADJ
ajema-8288	289	30	indicators	indicator	NOUN
ajema-8288	289	31	to	to	PART
ajema-8288	289	32	conduct	conduct	VERB
ajema-8288	289	33	predictive	predictive	ADJ
ajema-8288	289	34	ai	ai	VERB
ajema-8288	289	35	optimization	optimization	NOUN
ajema-8288	289	36	in	in	ADP
ajema-8288	289	37	manufacturing	manufacturing	NOUN
ajema-8288	289	38	.	.	PUNCT
ajema-8288	290	1	the	the	DET
ajema-8288	290	2	dataset	dataset	NOUN
ajema-8288	290	3	consists	consist	VERB
ajema-8288	290	4	of	of	ADP
ajema-8288	290	5	sequential	sequential	ADJ
ajema-8288	290	6	machine	machine	NOUN
ajema-8288	290	7	performance	performance	NOUN
ajema-8288	290	8	measurement	measurement	NOUN
ajema-8288	290	9	through	through	ADP
ajema-8288	290	10	temperature	temperature	NOUN
ajema-8288	290	11	,	,	PUNCT
ajema-8288	290	12	vibration	vibration	NOUN
ajema-8288	290	13	frequency	frequency	NOUN
ajema-8288	290	14	,	,	PUNCT
ajema-8288	290	15	power	power	NOUN
ajema-8288	290	16	consumption	consumption	NOUN
ajema-8288	290	17	data	datum	NOUN
ajema-8288	290	18	combined	combine	VERB
ajema-8288	290	19	with	with	ADP
ajema-8288	290	20	6	6	NUM
ajema-8288	290	21	g	g	NOUN
ajema-8288	290	22	network	network	NOUN
ajema-8288	290	23	parameters	parameter	NOUN
ajema-8288	290	24	including	include	VERB
ajema-8288	290	25	latency	latency	NOUN
ajema-8288	290	26	measurements	measurement	NOUN
ajema-8288	290	27	and	and	CCONJ
ajema-8288	290	28	packet	packet	NOUN
ajema-8288	290	29	loss	loss	NOUN
ajema-8288	290	30	records	record	NOUN
ajema-8288	290	31	which	which	PRON
ajema-8288	290	32	influence	influence	VERB
ajema-8288	290	33	operational	operational	ADJ
ajema-8288	290	34	speed	speed	NOUN
ajema-8288	290	35	in	in	ADP
ajema-8288	290	36	real	real	ADJ
ajema-8288	290	37	-	-	PUNCT
ajema-8288	290	38	time	time	NOUN
ajema-8288	290	39	.	.	PUNCT
ajema-8288	291	1	the	the	DET
ajema-8288	291	2	mapping	mapping	NOUN
ajema-8288	291	3	dataset	dataset	NOUN
ajema-8288	291	4	extends	extend	VERB
ajema-8288	291	5	from	from	ADP
ajema-8288	291	6	january	january	PROPN
ajema-8288	291	7	1	1	NUM
ajema-8288	291	8	through	through	ADP
ajema-8288	291	9	march	march	PROPN
ajema-8288	291	10	10	10	NUM
ajema-8288	291	11	in	in	ADP
ajema-8288	291	12	2024	2024	NUM
ajema-8288	291	13	to	to	PART
ajema-8288	291	14	record	record	VERB
ajema-8288	291	15	more	more	ADJ
ajema-8288	291	16	than	than	ADP
ajema-8288	291	17	100,000	100,000	NUM
ajema-8288	291	18	entries	entry	NOUN
ajema-8288	291	19	which	which	PRON
ajema-8288	291	20	were	be	AUX
ajema-8288	291	21	collected	collect	VERB
ajema-8288	291	22	every	every	DET
ajema-8288	291	23	minute	minute	NOUN
ajema-8288	291	24	at	at	ADP
ajema-8288	291	25	different	different	ADJ
ajema-8288	291	26	machine	machine	NOUN
ajema-8288	291	27	operational	operational	ADJ
ajema-8288	291	28	stages	stage	NOUN
ajema-8288	291	29	including	include	VERB
ajema-8288	291	30	active	active	ADJ
ajema-8288	291	31	,	,	PUNCT
ajema-8288	291	32	idle	idle	ADJ
ajema-8288	291	33	and	and	CCONJ
ajema-8288	291	34	other	other	ADJ
ajema-8288	291	35	.	.	PUNCT
ajema-8288	292	1	production	production	NOUN
ajema-8288	292	2	efficiency	efficiency	NOUN
ajema-8288	292	3	indicators	indicator	NOUN
ajema-8288	292	4	consisting	consist	VERB
ajema-8288	292	5	of	of	ADP
ajema-8288	292	6	defect	defect	NOUN
ajema-8288	292	7	rate	rate	NOUN
ajema-8288	292	8	and	and	CCONJ
ajema-8288	292	9	predictive	predictive	ADJ
ajema-8288	292	10	maintenance	maintenance	NOUN
ajema-8288	292	11	scores	score	NOUN
ajema-8288	292	12	and	and	CCONJ
ajema-8288	292	13	production	production	NOUN
ajema-8288	292	14	speed	speed	NOUN
ajema-8288	292	15	enable	enable	VERB
ajema-8288	292	16	detailed	detailed	ADJ
ajema-8288	292	17	analysis	analysis	NOUN
ajema-8288	292	18	of	of	ADP
ajema-8288	292	19	manufacturing	manufacture	VERB
ajema-8288	292	20	output	output	NOUN
ajema-8288	292	21	.	.	PUNCT
ajema-8288	293	1	smart	smart	ADJ
ajema-8288	293	2	factories	factory	NOUN
ajema-8288	293	3	achieve	achieve	VERB
ajema-8288	293	4	their	their	PRON
ajema-8288	293	5	operational	operational	ADJ
ajema-8288	293	6	efficiency	efficiency	NOUN
ajema-8288	293	7	improvement	improvement	NOUN
ajema-8288	293	8	through	through	ADP
ajema-8288	293	9	the	the	DET
ajema-8288	293	10	effective	effective	ADJ
ajema-8288	293	11	use	use	NOUN
ajema-8288	293	12	of	of	ADP
ajema-8288	293	13	this	this	DET
ajema-8288	293	14	predictive	predictive	ADJ
ajema-8288	293	15	dataset	dataset	NOUN
ajema-8288	293	16	which	which	PRON
ajema-8288	293	17	enables	enable	VERB
ajema-8288	293	18	the	the	DET
ajema-8288	293	19	development	development	NOUN
ajema-8288	293	20	of	of	ADP
ajema-8288	293	21	predictive	predictive	ADJ
ajema-8288	293	22	models	model	NOUN
ajema-8288	293	23	and	and	CCONJ
ajema-8288	293	24	anomaly	anomaly	NOUN
ajema-8288	293	25	detection	detection	NOUN
ajema-8288	293	26	capabilities	capability	NOUN
ajema-8288	293	27	as	as	ADV
ajema-8288	293	28	well	well	ADV
ajema-8288	293	29	as	as	ADP
ajema-8288	293	30	ai	ai	NOUN
ajema-8288	293	31	-	-	PUNCT
ajema-8288	293	32	driven	drive	VERB
ajema-8288	293	33	decision	decision	NOUN
ajema-8288	293	34	support	support	NOUN
ajema-8288	293	35	mechanisms	mechanism	NOUN
ajema-8288	293	36	[	[	X
ajema-8288	293	37	51	51	NUM
ajema-8288	293	38	]	]	PUNCT
ajema-8288	293	39	.	.	PUNCT
ajema-8288	294	1	the	the	DET
ajema-8288	294	2	technology	technology	NOUN
ajema-8288	294	3	enables	enable	VERB
ajema-8288	294	4	manufacturing	manufacture	VERB
ajema-8288	294	5	industry	industry	NOUN
ajema-8288	294	6	improvement	improvement	NOUN
ajema-8288	294	7	through	through	ADP
ajema-8288	294	8	industry	industry	NOUN
ajema-8288	294	9	4.0	4.0	NUM
ajema-8288	294	10	strategies	strategy	NOUN
ajema-8288	294	11	by	by	ADP
ajema-8288	294	12	using	use	VERB
ajema-8288	294	13	deep	deep	ADJ
ajema-8288	294	14	learning	learning	NOUN
ajema-8288	294	15	and	and	CCONJ
ajema-8288	294	16	machine	machine	NOUN
ajema-8288	294	17	learning	learn	VERB
ajema-8288	294	18	approaches	approach	NOUN
ajema-8288	294	19	to	to	PART
ajema-8288	294	20	connect	connect	VERB
ajema-8288	294	21	ai	ai	VERB
ajema-8288	294	22	with	with	ADP
ajema-8288	294	23	iot	iot	NOUN
ajema-8288	294	24	for	for	ADP
ajema-8288	294	25	optimizing	optimize	VERB
ajema-8288	294	26	manufacturing	manufacturing	NOUN
ajema-8288	294	27	resources	resource	NOUN
ajema-8288	294	28	and	and	CCONJ
ajema-8288	294	29	automation	automation	NOUN
ajema-8288	294	30	through	through	ADP
ajema-8288	294	31	fast	fast	ADJ
ajema-8288	294	32	communication	communication	NOUN
ajema-8288	294	33	networks	network	NOUN
ajema-8288	294	34	.	.	PUNCT
ajema-8288	295	1	the	the	DET
ajema-8288	295	2	dataset	dataset	NOUN
ajema-8288	295	3	contains	contain	VERB
ajema-8288	295	4	1,000	1,000	NUM
ajema-8288	295	5	observations	observation	NOUN
ajema-8288	295	6	of	of	ADP
ajema-8288	295	7	process	process	NOUN
ajema-8288	295	8	data	datum	NOUN
ajema-8288	295	9	and	and	CCONJ
ajema-8288	295	10	sensor	sensor	NOUN
ajema-8288	295	11	measurements	measurement	NOUN
ajema-8288	295	12	to	to	PART
ajema-8288	295	13	optimize	optimize	VERB
ajema-8288	295	14	fuzzy	fuzzy	ADJ
ajema-8288	295	15	-	-	PUNCT
ajema-8288	295	16	pid	pid	NOUN
ajema-8288	295	17	controller	controller	NOUN
ajema-8288	295	18	decision	decision	NOUN
ajema-8288	295	19	-	-	PUNCT
ajema-8288	295	20	making	making	NOUN
ajema-8288	295	21	in	in	ADP
ajema-8288	295	22	industrial	industrial	ADJ
ajema-8288	295	23	processes	process	NOUN
ajema-8288	295	24	.	.	PUNCT
ajema-8288	296	1	the	the	DET
ajema-8288	296	2	dataset	dataset	NOUN
ajema-8288	296	3	serves	serve	VERB
ajema-8288	296	4	analytical	analytical	ADJ
ajema-8288	296	5	68	68	NUM
ajema-8288	296	6	journal	journal	NOUN
ajema-8288	296	7	of	of	ADP
ajema-8288	296	8	engineering	engineering	NOUN
ajema-8288	296	9	,	,	PUNCT
ajema-8288	296	10	mechanics	mechanic	NOUN
ajema-8288	296	11	and	and	CCONJ
ajema-8288	296	12	architecture	architecture	NOUN
ajema-8288	296	13	www	www	NOUN
ajema-8288	296	14	.	.	PUNCT
ajema-8288	297	1	grnjournal.us	grnjournal.us	X
ajema-8288	297	2	research	research	NOUN
ajema-8288	297	3	needs	need	VERB
ajema-8288	297	4	in	in	ADP
ajema-8288	297	5	adaptive	adaptive	ADJ
ajema-8288	297	6	control	control	NOUN
ajema-8288	297	7	systems	system	NOUN
ajema-8288	297	8	with	with	ADP
ajema-8288	297	9	industrial	industrial	ADJ
ajema-8288	297	10	automation	automation	NOUN
ajema-8288	297	11	applications	application	NOUN
ajema-8288	297	12	and	and	CCONJ
ajema-8288	297	13	industry	industry	NOUN
ajema-8288	297	14	4.0	4.0	NUM
ajema-8288	297	15	operations	operation	NOUN
ajema-8288	297	16	because	because	SCONJ
ajema-8288	297	17	it	it	PRON
ajema-8288	297	18	reveals	reveal	VERB
ajema-8288	297	19	critical	critical	ADJ
ajema-8288	297	20	data	datum	NOUN
ajema-8288	297	21	about	about	ADP
ajema-8288	297	22	active	active	ADJ
ajema-8288	297	23	process	process	NOUN
ajema-8288	297	24	observance	observance	NOUN
ajema-8288	297	25	and	and	CCONJ
ajema-8288	297	26	timely	timely	ADJ
ajema-8288	297	27	decision	decision	NOUN
ajema-8288	297	28	processes	process	NOUN
ajema-8288	297	29	.	.	PUNCT
ajema-8288	298	1	the	the	DET
ajema-8288	298	2	dataset	dataset	NOUN
ajema-8288	298	3	contains	contain	VERB
ajema-8288	298	4	seven	seven	NUM
ajema-8288	298	5	key	key	ADJ
ajema-8288	298	6	features	feature	NOUN
ajema-8288	298	7	that	that	PRON
ajema-8288	298	8	include	include	VERB
ajema-8288	298	9	°	°	NOUN
ajema-8288	298	10	c	c	NOUN
ajema-8288	298	11	temperature	temperature	NOUN
ajema-8288	298	12	,	,	PUNCT
ajema-8288	298	13	bar	bar	NOUN
ajema-8288	298	14	pressure	pressure	NOUN
ajema-8288	298	15	,	,	PUNCT
ajema-8288	298	16	rpm	rpm	NOUN
ajema-8288	298	17	speed	speed	NOUN
ajema-8288	298	18	and	and	CCONJ
ajema-8288	298	19	error	error	NOUN
ajema-8288	298	20	deviation	deviation	NOUN
ajema-8288	298	21	,	,	PUNCT
ajema-8288	298	22	delta	delta	NOUN
ajema-8288	298	23	error	error	NOUN
ajema-8288	298	24	,	,	PUNCT
ajema-8288	298	25	0.8	0.8	NUM
ajema-8288	298	26	-	-	SYM
ajema-8288	298	27	1.2	1.2	NUM
ajema-8288	298	28	load	load	NOUN
ajema-8288	298	29	variation	variation	NOUN
ajema-8288	298	30	and	and	CCONJ
ajema-8288	298	31	measurement	measurement	NOUN
ajema-8288	298	32	results	result	NOUN
ajema-8288	298	33	in	in	ADP
ajema-8288	298	34	°	°	NOUN
ajema-8288	298	35	c	c	NOUN
ajema-8288	298	36	and	and	CCONJ
ajema-8288	298	37	w.	w.	NOUN
ajema-8288	298	38	the	the	DET
ajema-8288	298	39	set	set	NOUN
ajema-8288	298	40	of	of	ADP
ajema-8288	298	41	parameters	parameter	NOUN
ajema-8288	298	42	supports	support	VERB
ajema-8288	298	43	different	different	ADJ
ajema-8288	298	44	applications	application	NOUN
ajema-8288	298	45	including	include	VERB
ajema-8288	298	46	fuzzy	fuzzy	ADJ
ajema-8288	298	47	-	-	PUNCT
ajema-8288	298	48	pid	pid	NOUN
ajema-8288	298	49	controller	controller	NOUN
ajema-8288	298	50	optimization	optimization	NOUN
ajema-8288	298	51	,	,	PUNCT
ajema-8288	298	52	design	design	NOUN
ajema-8288	298	53	of	of	ADP
ajema-8288	298	54	energy	energy	NOUN
ajema-8288	298	55	-	-	PUNCT
ajema-8288	298	56	efficient	efficient	ADJ
ajema-8288	298	57	control	control	NOUN
ajema-8288	298	58	systems	system	NOUN
ajema-8288	298	59	and	and	CCONJ
ajema-8288	298	60	fault	fault	VERB
ajema-8288	298	61	diagnosis	diagnosis	NOUN
ajema-8288	298	62	and	and	CCONJ
ajema-8288	298	63	predictive	predictive	ADJ
ajema-8288	298	64	maintenance	maintenance	NOUN
ajema-8288	298	65	functions	function	NOUN
ajema-8288	298	66	[	[	X
ajema-8288	298	67	52	52	NUM
ajema-8288	298	68	]	]	PUNCT
ajema-8288	298	69	.	.	PUNCT
ajema-8288	299	1	the	the	DET
ajema-8288	299	2	dataset	dataset	NOUN
ajema-8288	299	3	provides	provide	VERB
ajema-8288	299	4	optimal	optimal	ADJ
ajema-8288	299	5	conditions	condition	NOUN
ajema-8288	299	6	for	for	ADP
ajema-8288	299	7	building	build	VERB
ajema-8288	299	8	machine	machine	NOUN
ajema-8288	299	9	learning	learning	NOUN
ajema-8288	299	10	and	and	CCONJ
ajema-8288	299	11	optimization	optimization	NOUN
ajema-8288	299	12	algorithms	algorithm	NOUN
ajema-8288	299	13	in	in	ADP
ajema-8288	299	14	industrial	industrial	ADJ
ajema-8288	299	15	smart	smart	ADJ
ajema-8288	299	16	manufacturing	manufacturing	NOUN
ajema-8288	299	17	while	while	SCONJ
ajema-8288	299	18	featuring	feature	VERB
ajema-8288	299	19	specific	specific	ADJ
ajema-8288	299	20	relevance	relevance	NOUN
ajema-8288	299	21	to	to	ADP
ajema-8288	299	22	matlab	matlab	PROPN
ajema-8288	299	23	and	and	CCONJ
ajema-8288	299	24	python	python	NOUN
ajema-8288	299	25	simulations	simulation	NOUN
ajema-8288	299	26	in	in	ADP
ajema-8288	299	27	practical	practical	ADJ
ajema-8288	299	28	industrial	industrial	ADJ
ajema-8288	299	29	applications	application	NOUN
ajema-8288	299	30	.	.	PUNCT
ajema-8288	300	1	the	the	DET
ajema-8288	300	2	data	data	NOUN
ajema-8288	300	3	distribution	distribution	NOUN
ajema-8288	300	4	system	system	NOUN
ajema-8288	300	5	in	in	ADP
ajema-8288	300	6	different	different	ADJ
ajema-8288	300	7	operational	operational	ADJ
ajema-8288	300	8	states	state	NOUN
ajema-8288	300	9	enables	enable	VERB
ajema-8288	300	10	ai	ai	VERB
ajema-8288	300	11	automation	automation	NOUN
ajema-8288	300	12	and	and	CCONJ
ajema-8288	300	13	predictive	predictive	ADJ
ajema-8288	300	14	modeling	modeling	NOUN
ajema-8288	300	15	with	with	ADP
ajema-8288	300	16	adaptive	adaptive	ADJ
ajema-8288	300	17	process	process	NOUN
ajema-8288	300	18	control	control	NOUN
ajema-8288	300	19	for	for	ADP
ajema-8288	300	20	enhancing	enhance	VERB
ajema-8288	300	21	manufacturing	manufacturing	NOUN
ajema-8288	300	22	industry	industry	NOUN
ajema-8288	300	23	efficiency	efficiency	NOUN
ajema-8288	300	24	.	.	PUNCT
ajema-8288	301	1	6	6	X
ajema-8288	301	2	.	.	X
ajema-8288	301	3	discussion	discussion	NOUN
ajema-8288	301	4	and	and	CCONJ
ajema-8288	301	5	analysis	analysis	NOUN
ajema-8288	301	6	6.1	6.1	NUM
ajema-8288	301	7	impact	impact	NOUN
ajema-8288	301	8	of	of	ADP
ajema-8288	301	9	automation	automation	NOUN
ajema-8288	301	10	on	on	ADP
ajema-8288	301	11	supply	supply	NOUN
ajema-8288	301	12	chain	chain	NOUN
ajema-8288	301	13	efficiency	efficiency	NOUN
ajema-8288	301	14	the	the	DET
ajema-8288	301	15	implementation	implementation	NOUN
ajema-8288	301	16	of	of	ADP
ajema-8288	301	17	automation	automation	NOUN
ajema-8288	301	18	technology	technology	NOUN
ajema-8288	301	19	in	in	ADP
ajema-8288	301	20	electrical	electrical	ADJ
ajema-8288	301	21	machines	machine	NOUN
ajema-8288	301	22	leads	lead	VERB
ajema-8288	301	23	to	to	ADP
ajema-8288	301	24	better	well	ADJ
ajema-8288	301	25	supply	supply	VERB
ajema-8288	301	26	chain	chain	NOUN
ajema-8288	301	27	performance	performance	NOUN
ajema-8288	301	28	through	through	ADP
ajema-8288	301	29	data	data	NOUN
ajema-8288	301	30	-	-	PUNCT
ajema-8288	301	31	driven	drive	VERB
ajema-8288	301	32	real	real	ADJ
ajema-8288	301	33	-	-	PUNCT
ajema-8288	301	34	time	time	NOUN
ajema-8288	301	35	decisions	decision	NOUN
ajema-8288	301	36	and	and	CCONJ
ajema-8288	301	37	predictive	predictive	ADJ
ajema-8288	301	38	framework	framework	NOUN
ajema-8288	301	39	implementation	implementation	NOUN
ajema-8288	301	40	and	and	CCONJ
ajema-8288	301	41	just	just	ADV
ajema-8288	301	42	-	-	PUNCT
ajema-8288	301	43	in	in	ADP
ajema-8288	301	44	-	-	PUNCT
ajema-8288	301	45	time	time	NOUN
ajema-8288	301	46	(	(	PUNCT
ajema-8288	301	47	jit	jit	NOUN
ajema-8288	301	48	)	)	PUNCT
ajema-8288	301	49	strategy	strategy	NOUN
ajema-8288	301	50	adoption	adoption	NOUN
ajema-8288	301	51	.	.	PUNCT
ajema-8288	302	1	iot	iot	PROPN
ajema-8288	302	2	sensors	sensor	NOUN
ajema-8288	302	3	linked	link	VERB
ajema-8288	302	4	to	to	AUX
ajema-8288	302	5	ai	ai	VERB
ajema-8288	302	6	analytical	analytical	ADJ
ajema-8288	302	7	systems	system	NOUN
ajema-8288	302	8	provide	provide	VERB
ajema-8288	302	9	manufacturers	manufacturer	NOUN
ajema-8288	302	10	precise	precise	ADJ
ajema-8288	302	11	data	datum	NOUN
ajema-8288	302	12	used	use	VERB
ajema-8288	302	13	to	to	PART
ajema-8288	302	14	monitor	monitor	VERB
ajema-8288	302	15	their	their	PRON
ajema-8288	302	16	production	production	NOUN
ajema-8288	302	17	metrics	metric	NOUN
ajema-8288	302	18	and	and	CCONJ
ajema-8288	302	19	inventory	inventory	NOUN
ajema-8288	302	20	amounts	amount	VERB
ajema-8288	302	21	together	together	ADV
ajema-8288	302	22	with	with	ADP
ajema-8288	302	23	machine	machine	NOUN
ajema-8288	302	24	operational	operational	ADJ
ajema-8288	302	25	status	status	NOUN
ajema-8288	302	26	allowing	allow	VERB
ajema-8288	302	27	them	they	PRON
ajema-8288	302	28	to	to	PART
ajema-8288	302	29	deploy	deploy	VERB
ajema-8288	302	30	resources	resource	NOUN
ajema-8288	302	31	optimally	optimally	ADV
ajema-8288	302	32	and	and	CCONJ
ajema-8288	302	33	stop	stop	VERB
ajema-8288	302	34	supply	supply	NOUN
ajema-8288	302	35	chain	chain	NOUN
ajema-8288	302	36	interruptions	interruption	NOUN
ajema-8288	302	37	.	.	PUNCT
ajema-8288	303	1	the	the	DET
ajema-8288	303	2	predictive	predictive	ADJ
ajema-8288	303	3	maintenance	maintenance	NOUN
ajema-8288	303	4	system	system	NOUN
ajema-8288	303	5	produces	produce	VERB
ajema-8288	303	6	essential	essential	ADJ
ajema-8288	303	7	benefits	benefit	NOUN
ajema-8288	303	8	through	through	ADP
ajema-8288	303	9	its	its	PRON
ajema-8288	303	10	application	application	NOUN
ajema-8288	303	11	of	of	ADP
ajema-8288	303	12	machine	machine	NOUN
ajema-8288	303	13	learning	learning	NOUN
ajema-8288	303	14	detections	detection	NOUN
ajema-8288	303	15	of	of	ADP
ajema-8288	303	16	impending	impending	ADJ
ajema-8288	303	17	equipment	equipment	NOUN
ajema-8288	303	18	failures	failure	NOUN
ajema-8288	303	19	which	which	PRON
ajema-8288	303	20	allows	allow	VERB
ajema-8288	303	21	proactive	proactive	ADJ
ajema-8288	303	22	breakdown	breakdown	ADJ
ajema-8288	303	23	prevention	prevention	NOUN
ajema-8288	303	24	thus	thus	ADV
ajema-8288	303	25	sustaining	sustain	VERB
ajema-8288	303	26	continuous	continuous	ADJ
ajema-8288	303	27	operations	operation	NOUN
ajema-8288	303	28	.	.	PUNCT
ajema-8288	304	1	automation	automation	NOUN
ajema-8288	304	2	helps	help	VERB
ajema-8288	304	3	manage	manage	VERB
ajema-8288	304	4	jit	jit	PROPN
ajema-8288	304	5	manufacturing	manufacturing	NOUN
ajema-8288	304	6	operations	operation	NOUN
ajema-8288	304	7	through	through	ADP
ajema-8288	304	8	adaptive	adaptive	ADJ
ajema-8288	304	9	production	production	NOUN
ajema-8288	304	10	rate	rate	NOUN
ajema-8288	304	11	controls	control	NOUN
ajema-8288	304	12	which	which	PRON
ajema-8288	304	13	leads	lead	VERB
ajema-8288	304	14	to	to	ADP
ajema-8288	304	15	lower	low	ADJ
ajema-8288	304	16	storage	storage	NOUN
ajema-8288	304	17	expenses	expense	NOUN
ajema-8288	304	18	and	and	CCONJ
ajema-8288	304	19	better	well	ADJ
ajema-8288	304	20	financial	financial	ADJ
ajema-8288	304	21	resources	resource	NOUN
ajema-8288	304	22	[	[	X
ajema-8288	304	23	41	41	NUM
ajema-8288	304	24	]	]	PUNCT
ajema-8288	304	25	.	.	PUNCT
ajema-8288	305	1	augmentation	augmentation	NOUN
ajema-8288	305	2	of	of	ADP
ajema-8288	305	3	manufacturing	manufacturing	NOUN
ajema-8288	305	4	operations	operation	NOUN
ajema-8288	305	5	through	through	ADP
ajema-8288	305	6	automation	automation	NOUN
ajema-8288	305	7	helps	help	VERB
ajema-8288	305	8	companies	company	NOUN
ajema-8288	305	9	avoid	avoid	VERB
ajema-8288	305	10	producing	produce	VERB
ajema-8288	305	11	surplus	surplus	ADJ
ajema-8288	305	12	goods	good	NOUN
ajema-8288	305	13	by	by	ADP
ajema-8288	305	14	uniting	unite	VERB
ajema-8288	305	15	production	production	NOUN
ajema-8288	305	16	methods	method	NOUN
ajema-8288	305	17	to	to	ADP
ajema-8288	305	18	actual	actual	ADJ
ajema-8288	305	19	client	client	NOUN
ajema-8288	305	20	requirements	requirement	NOUN
ajema-8288	305	21	thus	thus	ADV
ajema-8288	305	22	creating	create	VERB
ajema-8288	305	23	a	a	DET
ajema-8288	305	24	streamlined	streamlined	ADJ
ajema-8288	305	25	supply	supply	NOUN
ajema-8288	305	26	chain	chain	NOUN
ajema-8288	305	27	.	.	PUNCT
ajema-8288	306	1	operational	operational	ADJ
ajema-8288	306	2	efficiency	efficiency	NOUN
ajema-8288	306	3	receives	receive	VERB
ajema-8288	306	4	enhancements	enhancement	NOUN
ajema-8288	306	5	from	from	ADP
ajema-8288	306	6	these	these	DET
ajema-8288	306	7	advancements	advancement	NOUN
ajema-8288	306	8	to	to	PART
ajema-8288	306	9	enable	enable	VERB
ajema-8288	306	10	manufacturers	manufacturer	NOUN
ajema-8288	306	11	precision	precision	NOUN
ajema-8288	306	12	delivery	delivery	NOUN
ajema-8288	306	13	of	of	ADP
ajema-8288	306	14	consumer	consumer	NOUN
ajema-8288	306	15	needs	need	NOUN
ajema-8288	306	16	while	while	SCONJ
ajema-8288	306	17	keeping	keep	VERB
ajema-8288	306	18	supply	supply	NOUN
ajema-8288	306	19	chain	chain	NOUN
ajema-8288	306	20	operations	operation	NOUN
ajema-8288	306	21	uninterrupted	uninterrupte	VERB
ajema-8288	306	22	.	.	PUNCT
ajema-8288	307	1	6.2	6.2	NUM
ajema-8288	307	2	cost	cost	NOUN
ajema-8288	307	3	reduction	reduction	NOUN
ajema-8288	307	4	and	and	CCONJ
ajema-8288	307	5	financial	financial	ADJ
ajema-8288	307	6	implications	implication	NOUN
ajema-8288	307	7	cost	cost	NOUN
ajema-8288	307	8	reduction	reduction	NOUN
ajema-8288	307	9	in	in	ADP
ajema-8288	307	10	electrical	electrical	ADJ
ajema-8288	307	11	machines	machine	NOUN
ajema-8288	307	12	occurs	occur	VERB
ajema-8288	307	13	because	because	SCONJ
ajema-8288	307	14	of	of	ADP
ajema-8288	307	15	automation	automation	NOUN
ajema-8288	307	16	by	by	ADP
ajema-8288	307	17	optimizing	optimize	VERB
ajema-8288	307	18	labor	labor	NOUN
ajema-8288	307	19	costs	cost	NOUN
ajema-8288	307	20	and	and	CCONJ
ajema-8288	307	21	maximizing	maximize	VERB
ajema-8288	307	22	energy	energy	NOUN
ajema-8288	307	23	efficiency	efficiency	NOUN
ajema-8288	307	24	while	while	SCONJ
ajema-8288	307	25	minimizing	minimize	VERB
ajema-8288	307	26	material	material	NOUN
ajema-8288	307	27	waste	waste	NOUN
ajema-8288	307	28	in	in	ADP
ajema-8288	307	29	operations	operation	NOUN
ajema-8288	307	30	.	.	PUNCT
ajema-8288	308	1	manufacturing	manufacture	VERB
ajema-8288	308	2	operations	operation	NOUN
ajema-8288	308	3	experience	experience	NOUN
ajema-8288	308	4	cost	cost	NOUN
ajema-8288	308	5	reduction	reduction	NOUN
ajema-8288	308	6	when	when	SCONJ
ajema-8288	308	7	manufacturers	manufacturer	NOUN
ajema-8288	308	8	automate	automate	VERB
ajema-8288	308	9	repetitive	repetitive	ADJ
ajema-8288	308	10	tasks	task	NOUN
ajema-8288	308	11	because	because	SCONJ
ajema-8288	308	12	they	they	PRON
ajema-8288	308	13	reduce	reduce	VERB
ajema-8288	308	14	human	human	ADJ
ajema-8288	308	15	labor	labor	NOUN
ajema-8288	308	16	requirements	requirement	NOUN
ajema-8288	308	17	and	and	CCONJ
ajema-8288	308	18	achieve	achieve	VERB
ajema-8288	308	19	higher	high	ADJ
ajema-8288	308	20	accuracy	accuracy	NOUN
ajema-8288	308	21	in	in	ADP
ajema-8288	308	22	production	production	NOUN
ajema-8288	308	23	.	.	PUNCT
ajema-8288	309	1	the	the	DET
ajema-8288	309	2	initial	initial	ADJ
ajema-8288	309	3	capital	capital	NOUN
ajema-8288	309	4	outlay	outlay	NOUN
ajema-8288	309	5	for	for	ADP
ajema-8288	309	6	automation	automation	NOUN
ajema-8288	309	7	equipment	equipment	NOUN
ajema-8288	309	8	proves	prove	VERB
ajema-8288	309	9	worthwhile	worthwhile	ADJ
ajema-8288	309	10	because	because	SCONJ
ajema-8288	309	11	it	it	PRON
ajema-8288	309	12	results	result	VERB
ajema-8288	309	13	in	in	ADP
ajema-8288	309	14	ongoing	ongoing	ADJ
ajema-8288	309	15	reductions	reduction	NOUN
ajema-8288	309	16	of	of	ADP
ajema-8288	309	17	labor	labor	NOUN
ajema-8288	309	18	expense	expense	NOUN
ajema-8288	309	19	alongside	alongside	ADP
ajema-8288	309	20	benefit	benefit	NOUN
ajema-8288	309	21	payments	payment	NOUN
ajema-8288	309	22	and	and	CCONJ
ajema-8288	309	23	human	human	ADJ
ajema-8288	309	24	mistake	mistake	NOUN
ajema-8288	309	25	costs	cost	NOUN
ajema-8288	309	26	[	[	X
ajema-8288	309	27	42	42	NUM
ajema-8288	309	28	]	]	PUNCT
ajema-8288	309	29	.	.	PUNCT
ajema-8288	310	1	the	the	DET
ajema-8288	310	2	process	process	NOUN
ajema-8288	310	3	of	of	ADP
ajema-8288	310	4	moving	move	VERB
ajema-8288	310	5	staff	staff	NOUN
ajema-8288	310	6	to	to	ADP
ajema-8288	310	7	more	more	ADV
ajema-8288	310	8	complicated	complicated	ADJ
ajema-8288	310	9	job	job	NOUN
ajema-8288	310	10	positions	position	NOUN
ajema-8288	310	11	result	result	VERB
ajema-8288	310	12	in	in	ADP
ajema-8288	310	13	superior	superior	ADJ
ajema-8288	310	14	production	production	NOUN
ajema-8288	310	15	rates	rate	NOUN
ajema-8288	310	16	.	.	PUNCT
ajema-8288	311	1	energy	energy	NOUN
ajema-8288	311	2	efficiency	efficiency	NOUN
ajema-8288	311	3	stands	stand	VERB
ajema-8288	311	4	as	as	ADP
ajema-8288	311	5	an	an	DET
ajema-8288	311	6	essential	essential	ADJ
ajema-8288	311	7	financial	financial	ADJ
ajema-8288	311	8	advantage	advantage	NOUN
ajema-8288	311	9	because	because	SCONJ
ajema-8288	311	10	automated	automated	ADJ
ajema-8288	311	11	systems	system	NOUN
ajema-8288	311	12	administer	administer	NOUN
ajema-8288	311	13	power	power	NOUN
ajema-8288	311	14	consumption	consumption	NOUN
ajema-8288	311	15	and	and	CCONJ
ajema-8288	311	16	connect	connect	VERB
ajema-8288	311	17	with	with	ADP
ajema-8288	311	18	renewable	renewable	ADJ
ajema-8288	311	19	power	power	NOUN
ajema-8288	311	20	sources	source	NOUN
ajema-8288	311	21	so	so	SCONJ
ajema-8288	311	22	businesses	business	NOUN
ajema-8288	311	23	reduce	reduce	VERB
ajema-8288	311	24	operational	operational	ADJ
ajema-8288	311	25	costs	cost	NOUN
ajema-8288	311	26	and	and	CCONJ
ajema-8288	311	27	fulfill	fulfill	VERB
ajema-8288	311	28	sustainability	sustainability	NOUN
ajema-8288	311	29	goals	goal	NOUN
ajema-8288	311	30	[	[	X
ajema-8288	311	31	43	43	NUM
ajema-8288	311	32	]	]	PUNCT
ajema-8288	311	33	.	.	PUNCT
ajema-8288	312	1	the	the	DET
ajema-8288	312	2	combination	combination	NOUN
ajema-8288	312	3	of	of	ADP
ajema-8288	312	4	robotics	robotic	NOUN
ajema-8288	312	5	and	and	CCONJ
ajema-8288	312	6	ai	ai	AUX
ajema-8288	312	7	-	-	PUNCT
ajema-8288	312	8	driven	drive	VERB
ajema-8288	312	9	systems	system	NOUN
ajema-8288	312	10	through	through	ADP
ajema-8288	312	11	automation	automation	NOUN
ajema-8288	312	12	cuts	cut	VERB
ajema-8288	312	13	down	down	ADP
ajema-8288	312	14	material	material	NOUN
ajema-8288	312	15	waste	waste	NOUN
ajema-8288	312	16	by	by	ADP
ajema-8288	312	17	enabling	enable	VERB
ajema-8288	312	18	new	new	ADJ
ajema-8288	312	19	methods	method	NOUN
ajema-8288	312	20	for	for	ADP
ajema-8288	312	21	precise	precise	ADJ
ajema-8288	312	22	measurement	measurement	NOUN
ajema-8288	312	23	and	and	CCONJ
ajema-8288	312	24	cutting	cut	VERB
ajema-8288	312	25	operations	operation	NOUN
ajema-8288	312	26	and	and	CCONJ
ajema-8288	312	27	component	component	NOUN
ajema-8288	312	28	assembly	assembly	NOUN
ajema-8288	312	29	thus	thus	ADV
ajema-8288	312	30	minimize	minimize	VERB
ajema-8288	312	31	the	the	DET
ajema-8288	312	32	automated	automate	VERB
ajema-8288	312	33	quality	quality	NOUN
ajema-8288	312	34	control	control	NOUN
ajema-8288	312	35	systems	system	NOUN
ajema-8288	312	36	boost	boost	VERB
ajema-8288	312	37	operational	operational	ADJ
ajema-8288	312	38	efficiency	efficiency	NOUN
ajema-8288	312	39	by	by	ADP
ajema-8288	312	40	quickly	quickly	ADV
ajema-8288	312	41	finding	find	VERB
ajema-8288	312	42	manufacturing	manufacture	VERB
ajema-8288	312	43	defects	defect	NOUN
ajema-8288	312	44	which	which	PRON
ajema-8288	312	45	stops	stop	VERB
ajema-8288	312	46	wrong	wrong	ADJ
ajema-8288	312	47	products	product	NOUN
ajema-8288	312	48	from	from	ADP
ajema-8288	312	49	proceeding	proceed	VERB
ajema-8288	312	50	while	while	SCONJ
ajema-8288	312	51	minimizing	minimize	VERB
ajema-8288	312	52	expenses	expense	NOUN
ajema-8288	312	53	and	and	CCONJ
ajema-8288	312	54	maintaining	maintain	VERB
ajema-8288	312	55	product	product	NOUN
ajema-8288	312	56	excellence	excellence	NOUN
ajema-8288	312	57	.	.	PUNCT
ajema-8288	313	1	6.3	6.3	NUM
ajema-8288	313	2	.	.	PUNCT
ajema-8288	313	3	supply	supply	NOUN
ajema-8288	313	4	chain	chain	NOUN
ajema-8288	313	5	scalability	scalability	NOUN
ajema-8288	313	6	and	and	CCONJ
ajema-8288	313	7	flexibility	flexibility	NOUN
ajema-8288	313	8	through	through	ADP
ajema-8288	313	9	automated	automate	VERB
ajema-8288	313	10	systems	system	NOUN
ajema-8288	313	11	businesses	business	NOUN
ajema-8288	313	12	achieve	achieve	VERB
ajema-8288	313	13	better	well	ADJ
ajema-8288	313	14	supply	supply	NOUN
ajema-8288	313	15	chain	chain	NOUN
ajema-8288	313	16	scalability	scalability	NOUN
ajema-8288	313	17	together	together	ADV
ajema-8288	313	18	with	with	ADP
ajema-8288	313	19	improved	improved	ADJ
ajema-8288	313	20	flexibility	flexibility	NOUN
ajema-8288	313	21	because	because	SCONJ
ajema-8288	313	22	they	they	PRON
ajema-8288	313	23	can	can	AUX
ajema-8288	313	24	execute	execute	VERB
ajema-8288	313	25	agile	agile	ADJ
ajema-8288	313	26	production	production	NOUN
ajema-8288	313	27	along	along	ADP
ajema-8288	313	28	with	with	ADP
ajema-8288	313	29	robotic	robotic	ADJ
ajema-8288	313	30	warehouse	warehouse	NOUN
ajema-8288	313	31	operations	operation	NOUN
ajema-8288	313	32	[	[	X
ajema-8288	313	33	44	44	NUM
ajema-8288	313	34	]	]	PUNCT
ajema-8288	313	35	.	.	PUNCT
ajema-8288	314	1	manufacturers	manufacturer	NOUN
ajema-8288	314	2	benefit	benefit	VERB
ajema-8288	314	3	from	from	ADP
ajema-8288	314	4	automated	automate	VERB
ajema-8288	314	5	systems	system	NOUN
ajema-8288	314	6	since	since	SCONJ
ajema-8288	314	7	they	they	PRON
ajema-8288	314	8	can	can	AUX
ajema-8288	314	9	be	be	AUX
ajema-8288	314	10	effortlessly	effortlessly	ADV
ajema-8288	314	11	reprogrammed	reprogramme	VERB
ajema-8288	314	12	through	through	ADP
ajema-8288	314	13	changes	change	NOUN
ajema-8288	314	14	to	to	ADP
ajema-8288	314	15	processes	process	NOUN
ajema-8288	314	16	to	to	PART
ajema-8288	314	17	minimize	minimize	VERB
ajema-8288	314	18	downtime	downtime	NOUN
ajema-8288	314	19	for	for	ADP
ajema-8288	314	20	quick	quick	ADJ
ajema-8288	314	21	adaptation	adaptation	NOUN
ajema-8288	314	22	toward	toward	ADP
ajema-8288	314	23	changing	change	VERB
ajema-8288	314	24	market	market	NOUN
ajema-8288	314	25	requirements	requirement	NOUN
ajema-8288	314	26	and	and	CCONJ
ajema-8288	314	27	disrupted	disrupt	VERB
ajema-8288	314	28	supply	supply	NOUN
ajema-8288	314	29	chains	chain	NOUN
ajema-8288	314	30	and	and	CCONJ
ajema-8288	314	31	shifting	shift	VERB
ajema-8288	314	32	customer	customer	NOUN
ajema-8288	314	33	needs	need	NOUN
ajema-8288	314	34	.	.	PUNCT
ajema-8288	315	1	agile	agile	ADJ
ajema-8288	315	2	manufacturing	manufacturing	NOUN
ajema-8288	315	3	produces	produce	VERB
ajema-8288	315	4	quick	quick	ADJ
ajema-8288	315	5	responses	response	NOUN
ajema-8288	315	6	to	to	ADP
ajema-8288	315	7	market	market	NOUN
ajema-8288	315	8	changes	change	NOUN
ajema-8288	315	9	so	so	SCONJ
ajema-8288	315	10	businesses	business	NOUN
ajema-8288	315	11	gain	gain	VERB
ajema-8288	315	12	an	an	DET
ajema-8288	315	13	advantage	advantage	NOUN
ajema-8288	315	14	in	in	ADP
ajema-8288	315	15	the	the	DET
ajema-8288	315	16	dynamic	dynamic	ADJ
ajema-8288	315	17	industrial	industrial	ADJ
ajema-8288	315	18	market	market	NOUN
ajema-8288	316	1	[	[	X
ajema-8288	316	2	45	45	NUM
ajema-8288	316	3	]	]	PUNCT
ajema-8288	316	4	.	.	PUNCT
ajema-8288	317	1	warehouses	warehouse	NOUN
ajema-8288	317	2	that	that	PRON
ajema-8288	317	3	use	use	VERB
ajema-8288	317	4	robotics	robotic	NOUN
ajema-8288	317	5	together	together	ADV
ajema-8288	317	6	with	with	ADP
ajema-8288	317	7	ai	ai	PROPN
ajema-8288	317	8	technology	technology	NOUN
ajema-8288	317	9	69	69	NUM
ajema-8288	317	10	journal	journal	NOUN
ajema-8288	317	11	of	of	ADP
ajema-8288	317	12	engineering	engineering	NOUN
ajema-8288	317	13	,	,	PUNCT
ajema-8288	317	14	mechanics	mechanic	NOUN
ajema-8288	317	15	and	and	CCONJ
ajema-8288	317	16	architecture	architecture	NOUN
ajema-8288	317	17	www	www	NOUN
ajema-8288	317	18	.	.	PUNCT
ajema-8288	318	1	grnjournal.us	grnjournal.us	PRON
ajema-8288	318	2	optimize	optimize	VERB
ajema-8288	318	3	their	their	PRON
ajema-8288	318	4	inventory	inventory	NOUN
ajema-8288	318	5	control	control	NOUN
ajema-8288	318	6	as	as	ADV
ajema-8288	318	7	well	well	ADV
ajema-8288	318	8	as	as	ADP
ajema-8288	318	9	logistical	logistical	ADJ
ajema-8288	318	10	operations	operation	NOUN
ajema-8288	318	11	at	at	ADP
ajema-8288	318	12	an	an	DET
ajema-8288	318	13	enhanced	enhanced	ADJ
ajema-8288	318	14	level	level	NOUN
ajema-8288	318	15	.	.	PUNCT
ajema-8288	319	1	through	through	ADP
ajema-8288	319	2	automatic	automatic	ADJ
ajema-8288	319	3	storage	storage	NOUN
ajema-8288	319	4	performance	performance	NOUN
ajema-8288	319	5	and	and	CCONJ
ajema-8288	319	6	retrieval	retrieval	NOUN
ajema-8288	319	7	systems	system	NOUN
ajema-8288	319	8	(	(	PUNCT
ajema-8288	319	9	as	as	ADP
ajema-8288	319	10	/	/	SYM
ajema-8288	319	11	rs	rs	NOUN
ajema-8288	319	12	)	)	PUNCT
ajema-8288	319	13	manufacturers	manufacturer	NOUN
ajema-8288	319	14	minimize	minimize	VERB
ajema-8288	319	15	their	their	PRON
ajema-8288	319	16	picking	picking	NOUN
ajema-8288	319	17	mistakes	mistake	NOUN
ajema-8288	319	18	and	and	CCONJ
ajema-8288	319	19	improve	improve	VERB
ajema-8288	319	20	inventory	inventory	NOUN
ajema-8288	319	21	management	management	NOUN
ajema-8288	319	22	to	to	PART
ajema-8288	319	23	deliver	deliver	VERB
ajema-8288	319	24	orders	order	NOUN
ajema-8288	319	25	faster	fast	ADV
ajema-8288	319	26	and	and	CCONJ
ajema-8288	319	27	maintain	maintain	VERB
ajema-8288	319	28	smooth	smooth	ADJ
ajema-8288	319	29	operations	operation	NOUN
ajema-8288	319	30	.	.	PUNCT
ajema-8288	320	1	businesses	business	NOUN
ajema-8288	320	2	can	can	AUX
ajema-8288	320	3	avoid	avoid	VERB
ajema-8288	320	4	both	both	DET
ajema-8288	320	5	stock	stock	NOUN
ajema-8288	320	6	outages	outage	NOUN
ajema-8288	320	7	and	and	CCONJ
ajema-8288	320	8	surplus	surplus	NOUN
ajema-8288	320	9	through	through	ADP
ajema-8288	320	10	ai	ai	PRON
ajema-8288	320	11	forecasting	forecasting	NOUN
ajema-8288	320	12	tools	tool	NOUN
ajema-8288	320	13	that	that	PRON
ajema-8288	320	14	use	use	VERB
ajema-8288	320	15	past	past	ADJ
ajema-8288	320	16	data	datum	NOUN
ajema-8288	320	17	to	to	PART
ajema-8288	320	18	detect	detect	VERB
ajema-8288	320	19	changing	change	VERB
ajema-8288	320	20	market	market	NOUN
ajema-8288	320	21	requirements	requirement	NOUN
ajema-8288	320	22	.	.	PUNCT
ajema-8288	321	1	manufacturers	manufacturer	NOUN
ajema-8288	321	2	use	use	VERB
ajema-8288	321	3	these	these	DET
ajema-8288	321	4	technological	technological	ADJ
ajema-8288	321	5	developments	development	NOUN
ajema-8288	321	6	to	to	PART
ajema-8288	321	7	optimize	optimize	VERB
ajema-8288	321	8	logistics	logistic	NOUN
ajema-8288	321	9	management	management	NOUN
ajema-8288	321	10	which	which	PRON
ajema-8288	321	11	results	result	VERB
ajema-8288	321	12	in	in	ADP
ajema-8288	321	13	better	well	ADJ
ajema-8288	321	14	production	production	NOUN
ajema-8288	321	15	adaptability	adaptability	NOUN
ajema-8288	321	16	and	and	CCONJ
ajema-8288	321	17	allows	allow	VERB
ajema-8288	321	18	businesses	business	NOUN
ajema-8288	321	19	to	to	PART
ajema-8288	321	20	grow	grow	VERB
ajema-8288	321	21	effectively	effectively	ADV
ajema-8288	321	22	as	as	ADV
ajema-8288	321	23	well	well	ADV
ajema-8288	321	24	as	as	ADP
ajema-8288	321	25	strengthen	strengthen	VERB
ajema-8288	321	26	their	their	PRON
ajema-8288	321	27	supply	supply	NOUN
ajema-8288	321	28	chain	chain	NOUN
ajema-8288	321	29	resistance	resistance	NOUN
ajema-8288	321	30	to	to	ADP
ajema-8288	321	31	market	market	NOUN
ajema-8288	321	32	condition	condition	NOUN
ajema-8288	321	33	shifts	shift	NOUN
ajema-8288	321	34	.	.	PUNCT
ajema-8288	322	1	6.4	6.4	NUM
ajema-8288	322	2	challenges	challenge	NOUN
ajema-8288	322	3	and	and	CCONJ
ajema-8288	322	4	limitations	limitation	NOUN
ajema-8288	322	5	of	of	ADP
ajema-8288	322	6	automation	automation	NOUN
ajema-8288	322	7	the	the	DET
ajema-8288	322	8	adoption	adoption	NOUN
ajema-8288	322	9	of	of	ADP
ajema-8288	322	10	automation	automation	NOUN
ajema-8288	322	11	technology	technology	NOUN
ajema-8288	322	12	in	in	ADP
ajema-8288	322	13	electrical	electrical	ADJ
ajema-8288	322	14	machines	machine	NOUN
ajema-8288	322	15	faces	face	VERB
ajema-8288	322	16	many	many	ADJ
ajema-8288	322	17	obstacles	obstacle	NOUN
ajema-8288	322	18	because	because	SCONJ
ajema-8288	322	19	of	of	ADP
ajema-8288	322	20	expensive	expensive	ADJ
ajema-8288	322	21	starting	starting	NOUN
ajema-8288	322	22	expenses	expense	NOUN
ajema-8288	322	23	combined	combine	VERB
ajema-8288	322	24	with	with	ADP
ajema-8288	322	25	worker	worker	NOUN
ajema-8288	322	26	job	job	NOUN
ajema-8288	322	27	losses	loss	NOUN
ajema-8288	322	28	and	and	CCONJ
ajema-8288	322	29	protection	protection	NOUN
ajema-8288	322	30	of	of	ADP
ajema-8288	322	31	computer	computer	NOUN
ajema-8288	322	32	systems	system	NOUN
ajema-8288	322	33	from	from	ADP
ajema-8288	322	34	attacks	attack	NOUN
ajema-8288	322	35	.	.	PUNCT
ajema-8288	323	1	smaller	small	ADJ
ajema-8288	323	2	and	and	CCONJ
ajema-8288	323	3	medium	medium	ADJ
ajema-8288	323	4	-	-	PUNCT
ajema-8288	323	5	sized	sized	ADJ
ajema-8288	323	6	manufacturing	manufacturing	NOUN
ajema-8288	323	7	companies	company	NOUN
ajema-8288	323	8	face	face	VERB
ajema-8288	323	9	obstacles	obstacle	NOUN
ajema-8288	323	10	to	to	PART
ajema-8288	323	11	implement	implement	VERB
ajema-8288	323	12	their	their	PRON
ajema-8288	323	13	investment	investment	NOUN
ajema-8288	323	14	in	in	ADP
ajema-8288	323	15	automated	automate	VERB
ajema-8288	323	16	systems	system	NOUN
ajema-8288	323	17	and	and	CCONJ
ajema-8288	323	18	artificial	artificial	ADJ
ajema-8288	323	19	intelligence	intelligence	NOUN
ajema-8288	323	20	robotics	robotic	NOUN
ajema-8288	323	21	and	and	CCONJ
ajema-8288	323	22	predictive	predictive	ADJ
ajema-8288	323	23	analytics	analytic	NOUN
ajema-8288	323	24	because	because	SCONJ
ajema-8288	323	25	these	these	DET
ajema-8288	323	26	solutions	solution	NOUN
ajema-8288	323	27	demand	demand	VERB
ajema-8288	323	28	significant	significant	ADJ
ajema-8288	323	29	capital	capital	NOUN
ajema-8288	324	1	[	[	X
ajema-8288	324	2	46	46	NUM
ajema-8288	324	3	]	]	X
ajema-8288	324	4	]	]	PUNCT
ajema-8288	324	5	.	.	PUNCT
ajema-8288	325	1	the	the	DET
ajema-8288	325	2	financial	financial	ADJ
ajema-8288	325	3	strain	strain	NOUN
ajema-8288	325	4	becomes	become	VERB
ajema-8288	325	5	heavier	heavy	ADJ
ajema-8288	325	6	because	because	SCONJ
ajema-8288	325	7	of	of	ADP
ajema-8288	325	8	continuing	continue	VERB
ajema-8288	325	9	maintenance	maintenance	NOUN
ajema-8288	325	10	requirements	requirement	NOUN
ajema-8288	325	11	along	along	ADP
ajema-8288	325	12	with	with	ADP
ajema-8288	325	13	software	software	NOUN
ajema-8288	325	14	update	update	NOUN
ajema-8288	325	15	expenses	expense	NOUN
ajema-8288	325	16	and	and	CCONJ
ajema-8288	325	17	employee	employee	NOUN
ajema-8288	325	18	training	training	NOUN
ajema-8288	325	19	that	that	PRON
ajema-8288	325	20	needs	need	VERB
ajema-8288	325	21	medium	medium	ADJ
ajema-8288	325	22	to	to	ADP
ajema-8288	325	23	long	long	ADJ
ajema-8288	325	24	-	-	PUNCT
ajema-8288	325	25	term	term	NOUN
ajema-8288	325	26	planning	planning	NOUN
ajema-8288	325	27	strategies	strategy	NOUN
ajema-8288	325	28	.	.	PUNCT
ajema-8288	326	1	workforce	workforce	PROPN
ajema-8288	326	2	displacement	displacement	NOUN
ajema-8288	326	3	remains	remain	VERB
ajema-8288	326	4	a	a	DET
ajema-8288	326	5	vital	vital	ADJ
ajema-8288	326	6	challenge	challenge	NOUN
ajema-8288	326	7	because	because	SCONJ
ajema-8288	326	8	robotic	robotic	ADJ
ajema-8288	326	9	automation	automation	NOUN
ajema-8288	326	10	eliminates	eliminate	VERB
ajema-8288	326	11	several	several	ADJ
ajema-8288	326	12	jobs	job	NOUN
ajema-8288	326	13	from	from	ADP
ajema-8288	326	14	the	the	DET
ajema-8288	326	15	manufacturing	manufacture	VERB
ajema-8288	326	16	workforce	workforce	NOUN
ajema-8288	327	1	[	[	X
ajema-8288	327	2	47	47	NUM
ajema-8288	327	3	]	]	PUNCT
ajema-8288	327	4	.	.	PUNCT
ajema-8288	328	1	the	the	DET
ajema-8288	328	2	focus	focus	NOUN
ajema-8288	328	3	must	must	AUX
ajema-8288	328	4	be	be	AUX
ajema-8288	328	5	on	on	ADP
ajema-8288	328	6	employee	employee	NOUN
ajema-8288	328	7	reskilling	reskille	VERB
ajema-8288	328	8	and	and	CCONJ
ajema-8288	328	9	upskilling	upskille	VERB
ajema-8288	328	10	programs	program	NOUN
ajema-8288	328	11	since	since	SCONJ
ajema-8288	328	12	these	these	PRON
ajema-8288	328	13	prepare	prepare	VERB
ajema-8288	328	14	workers	worker	NOUN
ajema-8288	328	15	to	to	PART
ajema-8288	328	16	take	take	VERB
ajema-8288	328	17	on	on	ADP
ajema-8288	328	18	positions	position	NOUN
ajema-8288	328	19	in	in	ADP
ajema-8288	328	20	robotics	robotic	NOUN
ajema-8288	328	21	maintenance	maintenance	NOUN
ajema-8288	328	22	alongside	alongside	ADP
ajema-8288	328	23	ai	ai	VERB
ajema-8288	328	24	supervision	supervision	NOUN
ajema-8288	328	25	and	and	CCONJ
ajema-8288	328	26	data	datum	NOUN
ajema-8288	328	27	analytics	analytic	NOUN
ajema-8288	328	28	roles	role	NOUN
ajema-8288	328	29	.	.	PUNCT
ajema-8288	329	1	manufacturing	manufacturing	NOUN
ajema-8288	329	2	systems	system	NOUN
ajema-8288	329	3	that	that	PRON
ajema-8288	329	4	interconnect	interconnect	VERB
ajema-8288	329	5	after	after	SCONJ
ajema-8288	329	6	automation	automation	NOUN
ajema-8288	329	7	implementation	implementation	NOUN
ajema-8288	329	8	face	face	VERB
ajema-8288	329	9	higher	high	ADJ
ajema-8288	329	10	cybersecurity	cybersecurity	NOUN
ajema-8288	329	11	threats	threat	NOUN
ajema-8288	329	12	that	that	PRON
ajema-8288	329	13	include	include	VERB
ajema-8288	329	14	exposure	exposure	NOUN
ajema-8288	329	15	to	to	ADP
ajema-8288	329	16	hacking	hack	VERB
ajema-8288	329	17	attempts	attempt	NOUN
ajema-8288	329	18	and	and	CCONJ
ajema-8288	329	19	data	datum	NOUN
ajema-8288	329	20	breaches	breach	NOUN
ajema-8288	329	21	alongside	alongside	ADP
ajema-8288	329	22	cyberattacks	cyberattack	NOUN
ajema-8288	329	23	.	.	PUNCT
ajema-8288	330	1	the	the	DET
ajema-8288	330	2	leak	leak	NOUN
ajema-8288	330	3	of	of	ADP
ajema-8288	330	4	sensitive	sensitive	ADJ
ajema-8288	330	5	supply	supply	NOUN
ajema-8288	330	6	chain	chain	NOUN
ajema-8288	330	7	information	information	NOUN
ajema-8288	330	8	through	through	ADP
ajema-8288	330	9	network	network	NOUN
ajema-8288	330	10	compromises	compromise	NOUN
ajema-8288	330	11	will	will	AUX
ajema-8288	330	12	require	require	VERB
ajema-8288	330	13	businesses	business	NOUN
ajema-8288	330	14	to	to	PART
ajema-8288	330	15	install	install	VERB
ajema-8288	330	16	encryption	encryption	NOUN
ajema-8288	330	17	together	together	ADV
ajema-8288	330	18	with	with	ADP
ajema-8288	330	19	firewalls	firewall	NOUN
ajema-8288	330	20	and	and	CCONJ
ajema-8288	330	21	active	active	ADJ
ajema-8288	330	22	intrusion	intrusion	NOUN
ajema-8288	330	23	detection	detection	NOUN
ajema-8288	330	24	systems	system	NOUN
ajema-8288	330	25	.	.	PUNCT
ajema-8288	331	1	6	6	NUM
ajema-8288	331	2	.	.	SYM
ajema-8288	331	3	5	5	NUM
ajema-8288	331	4	future	future	ADJ
ajema-8288	331	5	trends	trend	NOUN
ajema-8288	331	6	and	and	CCONJ
ajema-8288	331	7	innovations	innovation	NOUN
ajema-8288	331	8	the	the	DET
ajema-8288	331	9	supply	supply	NOUN
ajema-8288	331	10	chain	chain	NOUN
ajema-8288	331	11	management	management	NOUN
ajema-8288	331	12	automation	automation	NOUN
ajema-8288	331	13	of	of	ADP
ajema-8288	331	14	the	the	DET
ajema-8288	331	15	future	future	NOUN
ajema-8288	331	16	will	will	AUX
ajema-8288	331	17	depend	depend	VERB
ajema-8288	331	18	on	on	ADP
ajema-8288	331	19	ai	ai	PRON
ajema-8288	331	20	predictive	predictive	ADJ
ajema-8288	331	21	analytics	analytic	NOUN
ajema-8288	331	22	together	together	ADV
ajema-8288	331	23	with	with	ADP
ajema-8288	331	24	blockchain	blockchain	PROPN
ajema-8288	331	25	technological	technological	ADJ
ajema-8288	331	26	advancements	advancement	NOUN
ajema-8288	331	27	and	and	CCONJ
ajema-8288	331	28	robotics	robotic	NOUN
ajema-8288	331	29	systems	system	NOUN
ajema-8288	331	30	designed	design	VERB
ajema-8288	331	31	for	for	ADP
ajema-8288	331	32	sustainable	sustainable	ADJ
ajema-8288	331	33	efficiency	efficiency	NOUN
ajema-8288	331	34	[	[	X
ajema-8288	331	35	47	47	NUM
ajema-8288	331	36	]	]	PUNCT
ajema-8288	331	37	.	.	PUNCT
ajema-8288	332	1	vertical	vertical	ADJ
ajema-8288	332	2	analysis	analysis	NOUN
ajema-8288	332	3	using	use	VERB
ajema-8288	332	4	predictive	predictive	ADJ
ajema-8288	332	5	ai	ai	NOUN
ajema-8288	332	6	processes	process	NOUN
ajema-8288	332	7	will	will	AUX
ajema-8288	332	8	predict	predict	VERB
ajema-8288	332	9	future	future	ADJ
ajema-8288	332	10	supply	supply	NOUN
ajema-8288	332	11	chain	chain	NOUN
ajema-8288	332	12	disruptions	disruption	NOUN
ajema-8288	332	13	through	through	ADP
ajema-8288	332	14	large	large	ADJ
ajema-8288	332	15	database	database	NOUN
ajema-8288	332	16	evaluation	evaluation	NOUN
ajema-8288	332	17	which	which	PRON
ajema-8288	332	18	enables	enable	VERB
ajema-8288	332	19	manufacturers	manufacturer	NOUN
ajema-8288	332	20	to	to	PART
ajema-8288	332	21	decide	decide	VERB
ajema-8288	332	22	ahead	ahead	ADV
ajema-8288	332	23	of	of	ADP
ajema-8288	332	24	time	time	NOUN
ajema-8288	332	25	and	and	CCONJ
ajema-8288	332	26	boost	boost	VERB
ajema-8288	332	27	production	production	NOUN
ajema-8288	332	28	planning	planning	NOUN
ajema-8288	332	29	.	.	PUNCT
ajema-8288	333	1	the	the	DET
ajema-8288	333	2	supply	supply	NOUN
ajema-8288	333	3	chain	chain	NOUN
ajema-8288	333	4	transparency	transparency	NOUN
ajema-8288	333	5	benefits	benefit	NOUN
ajema-8288	333	6	from	from	ADP
ajema-8288	333	7	blockchain	blockchain	PROPN
ajema-8288	333	8	technology	technology	PROPN
ajema-8288	333	9	store	store	NOUN
ajema-8288	333	10	provides	provide	VERB
ajema-8288	333	11	organizations	organization	NOUN
ajema-8288	333	12	with	with	ADP
ajema-8288	333	13	a	a	DET
ajema-8288	333	14	secure	secure	ADJ
ajema-8288	333	15	decentralized	decentralize	VERB
ajema-8288	333	16	system	system	NOUN
ajema-8288	333	17	which	which	PRON
ajema-8288	333	18	ensures	ensure	VERB
ajema-8288	333	19	tracking	tracking	NOUN
ajema-8288	333	20	,	,	PUNCT
ajema-8288	333	21	transaction	transaction	NOUN
ajema-8288	333	22	verification	verification	NOUN
ajema-8288	333	23	and	and	CCONJ
ajema-8288	333	24	prevents	prevent	VERB
ajema-8288	333	25	fraudulent	fraudulent	ADJ
ajema-8288	333	26	operations	operation	NOUN
ajema-8288	333	27	in	in	ADP
ajema-8288	333	28	real	real	ADJ
ajema-8288	333	29	-	-	PUNCT
ajema-8288	333	30	time	time	NOUN
ajema-8288	333	31	.	.	PUNCT
ajema-8288	334	1	when	when	SCONJ
ajema-8288	334	2	blockchain	blockchain	PROPN
ajema-8288	334	3	operates	operate	VERB
ajema-8288	334	4	with	with	ADP
ajema-8288	334	5	automated	automate	VERB
ajema-8288	334	6	systems	system	NOUN
ajema-8288	334	7	it	it	PRON
ajema-8288	334	8	provides	provide	VERB
ajema-8288	334	9	stakeholders	stakeholder	NOUN
ajema-8288	334	10	improved	improve	VERB
ajema-8288	334	11	supply	supply	NOUN
ajema-8288	334	12	chain	chain	NOUN
ajema-8288	334	13	tracking	tracking	NOUN
ajema-8288	334	14	together	together	ADV
ajema-8288	334	15	with	with	ADP
ajema-8288	334	16	enhanced	enhanced	ADJ
ajema-8288	334	17	trust	trust	NOUN
ajema-8288	334	18	.	.	PUNCT
ajema-8288	335	1	the	the	DET
ajema-8288	335	2	industrial	industrial	ADJ
ajema-8288	335	3	automation	automation	NOUN
ajema-8288	335	4	sector	sector	NOUN
ajema-8288	335	5	now	now	ADV
ajema-8288	335	6	focuses	focus	VERB
ajema-8288	335	7	on	on	ADP
ajema-8288	335	8	sustainability	sustainability	NOUN
ajema-8288	335	9	because	because	SCONJ
ajema-8288	335	10	industry	industry	NOUN
ajema-8288	335	11	leaders	leader	NOUN
ajema-8288	335	12	adopt	adopt	VERB
ajema-8288	335	13	energy	energy	NOUN
ajema-8288	335	14	-	-	PUNCT
ajema-8288	335	15	efficient	efficient	ADJ
ajema-8288	335	16	electrical	electrical	ADJ
ajema-8288	335	17	machines	machine	NOUN
ajema-8288	335	18	and	and	CCONJ
ajema-8288	335	19	create	create	VERB
ajema-8288	335	20	robotics	robotic	NOUN
ajema-8288	335	21	and	and	CCONJ
ajema-8288	335	22	materials	material	NOUN
ajema-8288	335	23	which	which	PRON
ajema-8288	335	24	are	be	AUX
ajema-8288	335	25	both	both	ADV
ajema-8288	335	26	environmentally	environmentally	ADV
ajema-8288	335	27	friendly	friendly	ADJ
ajema-8288	335	28	and	and	CCONJ
ajema-8288	335	29	renewable	renewable	ADJ
ajema-8288	335	30	[	[	X
ajema-8288	335	31	48	48	NUM
ajema-8288	335	32	]	]	PUNCT
ajema-8288	335	33	.	.	PUNCT
ajema-8288	336	1	implementing	implement	VERB
ajema-8288	336	2	green	green	ADJ
ajema-8288	336	3	automation	automation	NOUN
ajema-8288	336	4	through	through	ADP
ajema-8288	336	5	renewable	renewable	ADJ
ajema-8288	336	6	energy	energy	NOUN
ajema-8288	336	7	sources	source	NOUN
ajema-8288	336	8	will	will	AUX
ajema-8288	336	9	help	help	VERB
ajema-8288	336	10	manufacturers	manufacturer	NOUN
ajema-8288	336	11	achieve	achieve	VERB
ajema-8288	336	12	sustainability	sustainability	NOUN
ajema-8288	336	13	goals	goal	NOUN
ajema-8288	336	14	in	in	ADP
ajema-8288	336	15	addition	addition	NOUN
ajema-8288	336	16	to	to	ADP
ajema-8288	336	17	meeting	meet	VERB
ajema-8288	336	18	their	their	PRON
ajema-8288	336	19	strict	strict	ADJ
ajema-8288	336	20	ecological	ecological	ADJ
ajema-8288	336	21	standards	standard	NOUN
ajema-8288	336	22	.	.	PUNCT
ajema-8288	337	1	the	the	DET
ajema-8288	337	2	developments	development	NOUN
ajema-8288	337	3	will	will	AUX
ajema-8288	337	4	enable	enable	VERB
ajema-8288	337	5	progressed	progress	VERB
ajema-8288	337	6	supply	supply	NOUN
ajema-8288	337	7	chain	chain	NOUN
ajema-8288	337	8	stability	stability	NOUN
ajema-8288	337	9	and	and	CCONJ
ajema-8288	337	10	operational	operational	ADJ
ajema-8288	337	11	efficiency	efficiency	NOUN
ajema-8288	337	12	with	with	ADP
ajema-8288	337	13	increased	increase	VERB
ajema-8288	337	14	sustainability	sustainability	NOUN
ajema-8288	337	15	goals	goal	NOUN
ajema-8288	337	16	7	7	NUM
ajema-8288	337	17	.	.	PUNCT
ajema-8288	338	1	future	future	ADJ
ajema-8288	338	2	work	work	NOUN
ajema-8288	338	3	future	future	ADJ
ajema-8288	338	4	studies	study	NOUN
ajema-8288	338	5	about	about	ADP
ajema-8288	338	6	automation	automation	NOUN
ajema-8288	338	7	in	in	ADP
ajema-8288	338	8	electrical	electrical	ADJ
ajema-8288	338	9	machines	machine	NOUN
ajema-8288	338	10	for	for	ADP
ajema-8288	338	11	supply	supply	NOUN
ajema-8288	338	12	chain	chain	NOUN
ajema-8288	338	13	management	management	NOUN
ajema-8288	338	14	need	need	VERB
ajema-8288	338	15	to	to	PART
ajema-8288	338	16	investigate	investigate	VERB
ajema-8288	338	17	the	the	DET
ajema-8288	338	18	integration	integration	NOUN
ajema-8288	338	19	of	of	ADP
ajema-8288	338	20	artificial	artificial	ADJ
ajema-8288	338	21	intelligence	intelligence	NOUN
ajema-8288	338	22	predictive	predictive	ADJ
ajema-8288	338	23	analytics	analytic	NOUN
ajema-8288	338	24	together	together	ADV
ajema-8288	338	25	with	with	ADP
ajema-8288	338	26	blockchain	blockchain	PROPN
ajema-8288	338	27	technologies	technology	NOUN
ajema-8288	338	28	for	for	ADP
ajema-8288	338	29	security	security	NOUN
ajema-8288	338	30	purposes	purpose	NOUN
ajema-8288	338	31	,	,	PUNCT
ajema-8288	338	32	energy	energy	NOUN
ajema-8288	338	33	-	-	PUNCT
ajema-8288	338	34	efficient	efficient	ADJ
ajema-8288	338	35	automation	automation	NOUN
ajema-8288	338	36	devices	device	NOUN
ajema-8288	338	37	and	and	CCONJ
ajema-8288	338	38	strengthened	strengthen	VERB
ajema-8288	338	39	protection	protection	NOUN
ajema-8288	338	40	frameworks	framework	NOUN
ajema-8288	338	41	[	[	X
ajema-8288	338	42	49	49	NUM
ajema-8288	338	43	]	]	PUNCT
ajema-8288	338	44	.	.	PUNCT
ajema-8288	339	1	machine	machine	NOUN
ajema-8288	339	2	learning	learning	NOUN
ajema-8288	339	3	technology	technology	NOUN
ajema-8288	339	4	will	will	AUX
ajema-8288	339	5	sharpen	sharpen	VERB
ajema-8288	339	6	real	real	ADJ
ajema-8288	339	7	-	-	PUNCT
ajema-8288	339	8	time	time	NOUN
ajema-8288	339	9	adaptive	adaptive	ADJ
ajema-8288	339	10	learning	learning	NOUN
ajema-8288	339	11	capabilities	capability	NOUN
ajema-8288	339	12	so	so	SCONJ
ajema-8288	339	13	electrical	electrical	ADJ
ajema-8288	339	14	machines	machine	NOUN
ajema-8288	339	15	become	become	VERB
ajema-8288	339	16	better	well	ADJ
ajema-8288	339	17	at	at	ADP
ajema-8288	339	18	predicting	predict	VERB
ajema-8288	339	19	supply	supply	NOUN
ajema-8288	339	20	chain	chain	NOUN
ajema-8288	339	21	disturbances	disturbance	NOUN
ajema-8288	339	22	as	as	ADV
ajema-8288	339	23	well	well	ADV
ajema-8288	339	24	as	as	ADP
ajema-8288	339	25	market	market	NOUN
ajema-8288	339	26	changes	change	NOUN
ajema-8288	339	27	and	and	CCONJ
ajema-8288	339	28	equipment	equipment	NOUN
ajema-8288	339	29	breakdowns	breakdown	NOUN
ajema-8288	339	30	.	.	PUNCT
ajema-8288	340	1	machine	machine	NOUN
ajema-8288	340	2	learning	learn	VERB
ajema-8288	340	3	algorithms	algorithm	NOUN
ajema-8288	340	4	need	need	VERB
ajema-8288	340	5	optimization	optimization	NOUN
ajema-8288	340	6	to	to	PART
ajema-8288	340	7	function	function	VERB
ajema-8288	340	8	autonomously	autonomously	ADV
ajema-8288	340	9	for	for	ADP
ajema-8288	340	10	decision	decision	NOUN
ajema-8288	340	11	-	-	PUNCT
ajema-8288	340	12	making	make	VERB
ajema-8288	340	13	purposes	purpose	NOUN
ajema-8288	340	14	where	where	SCONJ
ajema-8288	340	15	operational	operational	ADJ
ajema-8288	340	16	changes	change	NOUN
ajema-8288	340	17	happen	happen	AUX
ajema-8288	340	18	automatically	automatically	ADV
ajema-8288	340	19	based	base	VERB
ajema-8288	340	20	on	on	ADP
ajema-8288	340	21	resource	resource	NOUN
ajema-8288	340	22	availability	availability	NOUN
ajema-8288	340	23	as	as	ADV
ajema-8288	340	24	well	well	ADV
ajema-8288	340	25	as	as	ADP
ajema-8288	340	26	production	production	NOUN
ajema-8288	340	27	needs	need	NOUN
ajema-8288	340	28	.	.	PUNCT
ajema-8288	341	1	ai	ai	VERB
ajema-8288	341	2	-	-	PUNCT
ajema-8288	341	3	driven	drive	VERB
ajema-8288	341	4	robotics	robotic	NOUN
ajema-8288	341	5	need	need	VERB
ajema-8288	341	6	improvement	improvement	NOUN
ajema-8288	341	7	in	in	ADP
ajema-8288	341	8	their	their	PRON
ajema-8288	341	9	ability	ability	NOUN
ajema-8288	341	10	to	to	PART
ajema-8288	341	11	accomplish	accomplish	VERB
ajema-8288	341	12	advanced	advanced	ADJ
ajema-8288	341	13	operations	operation	NOUN
ajema-8288	341	14	with	with	ADP
ajema-8288	341	15	enhanced	enhanced	ADJ
ajema-8288	341	16	70	70	NUM
ajema-8288	341	17	journal	journal	NOUN
ajema-8288	341	18	of	of	ADP
ajema-8288	341	19	engineering	engineering	NOUN
ajema-8288	341	20	,	,	PUNCT
ajema-8288	341	21	mechanics	mechanic	NOUN
ajema-8288	341	22	and	and	CCONJ
ajema-8288	341	23	architecture	architecture	NOUN
ajema-8288	341	24	www	www	NOUN
ajema-8288	341	25	.	.	PUNCT
ajema-8288	342	1	grnjournal.us	grnjournal.us	X
ajema-8288	342	2	accuracy	accuracy	NOUN
ajema-8288	342	3	in	in	ADP
ajema-8288	342	4	order	order	NOUN
ajema-8288	342	5	to	to	PART
ajema-8288	342	6	minimize	minimize	VERB
ajema-8288	342	7	human	human	ADJ
ajema-8288	342	8	involvement	involvement	NOUN
ajema-8288	342	9	and	and	CCONJ
ajema-8288	342	10	maximize	maximize	VERB
ajema-8288	342	11	manufacturing	manufacturing	NOUN
ajema-8288	342	12	speed	speed	NOUN
ajema-8288	342	13	.	.	PUNCT
ajema-8288	343	1	the	the	DET
ajema-8288	343	2	application	application	NOUN
ajema-8288	343	3	of	of	ADP
ajema-8288	343	4	blockchain	blockchain	PROPN
ajema-8288	343	5	technology	technology	PROPN
ajema-8288	343	6	demands	demand	VERB
ajema-8288	343	7	additional	additional	ADJ
ajema-8288	343	8	research	research	NOUN
ajema-8288	343	9	to	to	PART
ajema-8288	343	10	enhance	enhance	VERB
ajema-8288	343	11	its	its	PRON
ajema-8288	343	12	ability	ability	NOUN
ajema-8288	343	13	to	to	PART
ajema-8288	343	14	scale	scale	VERB
ajema-8288	343	15	and	and	CCONJ
ajema-8288	343	16	interconnect	interconnect	VERB
ajema-8288	343	17	in	in	ADP
ajema-8288	343	18	automated	automate	VERB
ajema-8288	343	19	manufacturing	manufacturing	NOUN
ajema-8288	343	20	applications	application	NOUN
ajema-8288	343	21	where	where	SCONJ
ajema-8288	343	22	decentralized	decentralize	VERB
ajema-8288	343	23	goods	good	NOUN
ajema-8288	343	24	tracking	tracking	NOUN
ajema-8288	343	25	and	and	CCONJ
ajema-8288	343	26	supplier	supplier	NOUN
ajema-8288	343	27	assessment	assessment	NOUN
ajema-8288	343	28	and	and	CCONJ
ajema-8288	343	29	automatic	automatic	ADJ
ajema-8288	343	30	contract	contract	NOUN
ajema-8288	343	31	management	management	NOUN
ajema-8288	343	32	are	be	AUX
ajema-8288	343	33	required	require	VERB
ajema-8288	343	34	.	.	PUNCT
ajema-8288	344	1	researchers	researcher	NOUN
ajema-8288	344	2	need	need	VERB
ajema-8288	344	3	to	to	PART
ajema-8288	344	4	study	study	VERB
ajema-8288	344	5	efficient	efficient	ADJ
ajema-8288	344	6	machine	machine	NOUN
ajema-8288	344	7	operations	operation	NOUN
ajema-8288	344	8	because	because	SCONJ
ajema-8288	344	9	the	the	DET
ajema-8288	344	10	development	development	NOUN
ajema-8288	344	11	of	of	ADP
ajema-8288	344	12	power	power	NOUN
ajema-8288	344	13	-	-	PUNCT
ajema-8288	344	14	efficient	efficient	ADJ
ajema-8288	344	15	automated	automate	VERB
ajema-8288	344	16	equipment	equipment	NOUN
ajema-8288	344	17	that	that	PRON
ajema-8288	344	18	works	work	VERB
ajema-8288	344	19	with	with	ADP
ajema-8288	344	20	renewable	renewable	ADJ
ajema-8288	344	21	energy	energy	NOUN
ajema-8288	344	22	through	through	ADP
ajema-8288	344	23	ai	ai	ADV
ajema-8288	344	24	-	-	PUNCT
ajema-8288	344	25	based	base	VERB
ajema-8288	344	26	energy	energy	NOUN
ajema-8288	344	27	management	management	NOUN
ajema-8288	344	28	systems	system	NOUN
ajema-8288	344	29	will	will	AUX
ajema-8288	344	30	promote	promote	VERB
ajema-8288	344	31	sustainability	sustainability	NOUN
ajema-8288	344	32	[	[	X
ajema-8288	344	33	50	50	NUM
ajema-8288	344	34	]	]	PUNCT
ajema-8288	344	35	.	.	PUNCT
ajema-8288	345	1	the	the	DET
ajema-8288	345	2	development	development	NOUN
ajema-8288	345	3	of	of	ADP
ajema-8288	345	4	recyclable	recyclable	ADJ
ajema-8288	345	5	automated	automate	VERB
ajema-8288	345	6	systems	system	NOUN
ajema-8288	345	7	with	with	ADP
ajema-8288	345	8	low	low	ADJ
ajema-8288	345	9	carbon	carbon	NOUN
ajema-8288	345	10	footprint	footprint	NOUN
ajema-8288	345	11	requires	require	VERB
ajema-8288	345	12	additional	additional	ADJ
ajema-8288	345	13	research	research	NOUN
ajema-8288	345	14	efforts	effort	NOUN
ajema-8288	345	15	to	to	PART
ajema-8288	345	16	match	match	VERB
ajema-8288	345	17	worldwide	worldwide	ADV
ajema-8288	345	18	environmental	environmental	ADJ
ajema-8288	345	19	requirements	requirement	NOUN
ajema-8288	345	20	.	.	PUNCT
ajema-8288	346	1	cybersecurity	cybersecurity	NOUN
ajema-8288	346	2	stands	stand	VERB
ajema-8288	346	3	as	as	ADP
ajema-8288	346	4	the	the	DET
ajema-8288	346	5	main	main	ADJ
ajema-8288	346	6	priority	priority	NOUN
ajema-8288	346	7	because	because	SCONJ
ajema-8288	346	8	networked	networked	ADJ
ajema-8288	346	9	automation	automation	NOUN
ajema-8288	346	10	systems	system	NOUN
ajema-8288	346	11	maintain	maintain	VERB
ajema-8288	346	12	heightened	heightened	ADJ
ajema-8288	346	13	exposure	exposure	NOUN
ajema-8288	346	14	to	to	ADP
ajema-8288	346	15	cyber	cyber	NOUN
ajema-8288	346	16	attacks	attack	NOUN
ajema-8288	346	17	and	and	CCONJ
ajema-8288	346	18	thus	thus	ADV
ajema-8288	346	19	researchers	researcher	NOUN
ajema-8288	346	20	should	should	AUX
ajema-8288	346	21	create	create	VERB
ajema-8288	346	22	superior	superior	ADJ
ajema-8288	346	23	cybersecurity	cybersecurity	NOUN
ajema-8288	346	24	solutions	solution	NOUN
ajema-8288	346	25	through	through	ADP
ajema-8288	346	26	ai	ai	ADV
ajema-8288	346	27	-	-	PUNCT
ajema-8288	346	28	based	base	VERB
ajema-8288	346	29	intrusion	intrusion	NOUN
ajema-8288	346	30	detection	detection	NOUN
ajema-8288	346	31	and	and	CCONJ
ajema-8288	346	32	self	self	NOUN
ajema-8288	346	33	-	-	PUNCT
ajema-8288	346	34	healing	heal	VERB
ajema-8288	346	35	mechanisms	mechanism	NOUN
ajema-8288	346	36	and	and	CCONJ
ajema-8288	346	37	enhanced	enhance	VERB
ajema-8288	346	38	encryption	encryption	NOUN
ajema-8288	346	39	methods	method	NOUN
ajema-8288	346	40	to	to	PART
ajema-8288	346	41	safeguard	safeguard	VERB
ajema-8288	346	42	automated	automate	VERB
ajema-8288	346	43	supply	supply	NOUN
ajema-8288	346	44	chains	chain	NOUN
ajema-8288	346	45	.	.	PUNCT
ajema-8288	347	1	research	research	NOUN
ajema-8288	347	2	efforts	effort	NOUN
ajema-8288	347	3	must	must	AUX
ajema-8288	347	4	study	study	VERB
ajema-8288	347	5	both	both	CCONJ
ajema-8288	347	6	the	the	DET
ajema-8288	347	7	ethical	ethical	ADJ
ajema-8288	347	8	aspects	aspect	NOUN
ajema-8288	347	9	and	and	CCONJ
ajema-8288	347	10	regulatory	regulatory	ADJ
ajema-8288	347	11	requirements	requirement	NOUN
ajema-8288	347	12	of	of	ADP
ajema-8288	347	13	automation	automation	NOUN
ajema-8288	347	14	because	because	SCONJ
ajema-8288	347	15	they	they	PRON
ajema-8288	347	16	need	need	VERB
ajema-8288	347	17	to	to	PART
ajema-8288	347	18	deal	deal	VERB
ajema-8288	347	19	with	with	ADP
ajema-8288	347	20	displaced	displace	VERB
ajema-8288	347	21	workforce	workforce	NOUN
ajema-8288	347	22	problems	problem	NOUN
ajema-8288	347	23	and	and	CCONJ
ajema-8288	347	24	follow	follow	VERB
ajema-8288	347	25	emerging	emerge	VERB
ajema-8288	347	26	industrial	industrial	ADJ
ajema-8288	347	27	standards	standard	NOUN
ajema-8288	347	28	.	.	PUNCT
ajema-8288	348	1	research	research	NOUN
ajema-8288	348	2	conducted	conduct	VERB
ajema-8288	348	3	in	in	ADP
ajema-8288	348	4	these	these	DET
ajema-8288	348	5	essential	essential	ADJ
ajema-8288	348	6	topics	topic	NOUN
ajema-8288	348	7	will	will	AUX
ajema-8288	348	8	pave	pave	VERB
ajema-8288	348	9	the	the	DET
ajema-8288	348	10	way	way	NOUN
ajema-8288	348	11	for	for	ADP
ajema-8288	348	12	the	the	DET
ajema-8288	348	13	complete	complete	ADJ
ajema-8288	348	14	integration	integration	NOUN
ajema-8288	348	15	of	of	ADP
ajema-8288	348	16	automation	automation	NOUN
ajema-8288	348	17	into	into	ADP
ajema-8288	348	18	electrical	electrical	ADJ
ajema-8288	348	19	machines	machine	NOUN
ajema-8288	348	20	which	which	PRON
ajema-8288	348	21	can	can	AUX
ajema-8288	348	22	enhance	enhance	VERB
ajema-8288	348	23	both	both	PRON
ajema-8288	348	24	operational	operational	ADJ
ajema-8288	348	25	performance	performance	NOUN
ajema-8288	348	26	and	and	CCONJ
ajema-8288	348	27	security	security	NOUN
ajema-8288	348	28	levels	level	NOUN
ajema-8288	348	29	in	in	ADP
ajema-8288	348	30	manufacturing	manufacture	VERB
ajema-8288	348	31	supply	supply	NOUN
ajema-8288	348	32	chains	chain	NOUN
ajema-8288	348	33	and	and	CCONJ
ajema-8288	348	34	maintain	maintain	VERB
ajema-8288	348	35	competitive	competitive	ADJ
ajema-8288	348	36	business	business	NOUN
ajema-8288	348	37	operations	operation	NOUN
ajema-8288	348	38	in	in	ADP
ajema-8288	348	39	a	a	DET
ajema-8288	348	40	modern	modern	ADJ
ajema-8288	348	41	industrial	industrial	ADJ
ajema-8288	348	42	automation	automation	NOUN
ajema-8288	348	43	environment	environment	NOUN
ajema-8288	348	44	.	.	PUNCT
ajema-8288	349	1	8	8	X
ajema-8288	349	2	.	.	X
ajema-8288	349	3	acknowledgment	acknowledgment	NOUN
ajema-8288	349	4	i	i	PRON
ajema-8288	349	5	deeply	deeply	ADV
ajema-8288	349	6	appreciate	appreciate	VERB
ajema-8288	349	7	the	the	DET
ajema-8288	349	8	valuable	valuable	ADJ
ajema-8288	349	9	assistance	assistance	NOUN
ajema-8288	349	10	and	and	CCONJ
ajema-8288	349	11	continued	continued	ADJ
ajema-8288	349	12	backing	backing	NOUN
ajema-8288	349	13	from	from	ADP
ajema-8288	349	14	my	my	PRON
ajema-8288	349	15	academic	academic	ADJ
ajema-8288	349	16	advisor	advisor	NOUN
ajema-8288	349	17	together	together	ADV
ajema-8288	349	18	with	with	ADP
ajema-8288	349	19	faculty	faculty	NOUN
ajema-8288	349	20	members	member	NOUN
ajema-8288	349	21	during	during	ADP
ajema-8288	349	22	the	the	DET
ajema-8288	349	23	creation	creation	NOUN
ajema-8288	349	24	of	of	ADP
ajema-8288	349	25	this	this	DET
ajema-8288	349	26	research	research	NOUN
ajema-8288	349	27	paper	paper	NOUN
ajema-8288	349	28	.	.	PUNCT
ajema-8288	350	1	their	their	PRON
ajema-8288	350	2	guidance	guidance	NOUN
ajema-8288	350	3	combined	combine	VERB
ajema-8288	350	4	with	with	ADP
ajema-8288	350	5	expert	expert	ADJ
ajema-8288	350	6	knowledge	knowledge	NOUN
ajema-8288	350	7	has	have	AUX
ajema-8288	350	8	fundamentally	fundamentally	ADV
ajema-8288	350	9	influenced	influence	VERB
ajema-8288	350	10	the	the	DET
ajema-8288	350	11	development	development	NOUN
ajema-8288	350	12	of	of	ADP
ajema-8288	350	13	my	my	PRON
ajema-8288	350	14	research	research	NOUN
ajema-8288	350	15	project	project	NOUN
ajema-8288	350	16	.	.	PUNCT
ajema-8288	351	1	my	my	PRON
ajema-8288	351	2	recognition	recognition	NOUN
ajema-8288	351	3	goes	go	VERB
ajema-8288	351	4	to	to	ADP
ajema-8288	351	5	colleagues	colleague	NOUN
ajema-8288	351	6	and	and	CCONJ
ajema-8288	351	7	peers	peer	NOUN
ajema-8288	351	8	who	who	PRON
ajema-8288	351	9	presented	present	VERB
ajema-8288	351	10	enlightening	enlightening	ADJ
ajema-8288	351	11	discussions	discussion	NOUN
ajema-8288	351	12	and	and	CCONJ
ajema-8288	351	13	useful	useful	ADJ
ajema-8288	351	14	recommendations	recommendation	NOUN
ajema-8288	351	15	to	to	PART
ajema-8288	351	16	deepen	deepen	VERB
ajema-8288	351	17	my	my	PRON
ajema-8288	351	18	comprehension	comprehension	NOUN
ajema-8288	351	19	of	of	ADP
ajema-8288	351	20	the	the	DET
ajema-8288	351	21	subject	subject	NOUN
ajema-8288	351	22	matter	matter	NOUN
ajema-8288	351	23	.	.	PUNCT
ajema-8288	352	1	i	i	PRON
ajema-8288	352	2	extend	extend	VERB
ajema-8288	352	3	my	my	PRON
ajema-8288	352	4	appreciation	appreciation	NOUN
ajema-8288	352	5	to	to	ADP
ajema-8288	352	6	institutions	institution	NOUN
ajema-8288	352	7	and	and	CCONJ
ajema-8288	352	8	organizations	organization	NOUN
ajema-8288	352	9	which	which	PRON
ajema-8288	352	10	provided	provide	VERB
ajema-8288	352	11	necessary	necessary	ADJ
ajema-8288	352	12	data	datum	NOUN
ajema-8288	352	13	resources	resource	NOUN
ajema-8288	352	14	that	that	PRON
ajema-8288	352	15	made	make	VERB
ajema-8288	352	16	it	it	PRON
ajema-8288	352	17	possible	possible	ADJ
ajema-8288	352	18	to	to	PART
ajema-8288	352	19	reach	reach	VERB
ajema-8288	352	20	research	research	NOUN
ajema-8288	352	21	success	success	NOUN
ajema-8288	352	22	.	.	PUNCT
ajema-8288	353	1	throughout	throughout	ADP
ajema-8288	353	2	this	this	DET
ajema-8288	353	3	journey	journey	NOUN
ajema-8288	353	4	i	i	PRON
ajema-8288	353	5	remain	remain	VERB
ajema-8288	353	6	indebted	indebted	ADJ
ajema-8288	353	7	to	to	ADP
ajema-8288	353	8	my	my	PRON
ajema-8288	353	9	family	family	NOUN
ajema-8288	353	10	and	and	CCONJ
ajema-8288	353	11	friends	friend	NOUN
ajema-8288	353	12	for	for	ADP
ajema-8288	353	13	constantly	constantly	ADV
ajema-8288	353	14	motivating	motivate	VERB
ajema-8288	353	15	and	and	CCONJ
ajema-8288	353	16	supporting	support	VERB
ajema-8288	353	17	me	i	PRON
ajema-8288	353	18	all	all	DET
ajema-8288	353	19	the	the	DET
ajema-8288	353	20	way	way	NOUN
ajema-8288	353	21	.	.	PUNCT
ajema-8288	354	1	their	their	PRON
ajema-8288	354	2	ongoing	ongoing	ADJ
ajema-8288	354	3	patience	patience	NOUN
ajema-8288	354	4	together	together	ADV
ajema-8288	354	5	with	with	ADP
ajema-8288	354	6	their	their	PRON
ajema-8288	354	7	persistent	persistent	ADJ
ajema-8288	354	8	encouragement	encouragement	NOUN
ajema-8288	354	9	strengthened	strengthen	VERB
ajema-8288	354	10	me	i	PRON
ajema-8288	354	11	mentally	mentally	ADV
ajema-8288	354	12	.	.	PUNCT
ajema-8288	355	1	i	i	PRON
ajema-8288	355	2	thank	thank	VERB
ajema-8288	355	3	all	all	DET
ajema-8288	355	4	research	research	NOUN
ajema-8288	355	5	professionals	professional	NOUN
ajema-8288	355	6	and	and	CCONJ
ajema-8288	355	7	think	think	VERB
ajema-8288	355	8	tanks	tank	NOUN
ajema-8288	355	9	whose	whose	DET
ajema-8288	355	10	previous	previous	ADJ
ajema-8288	355	11	work	work	NOUN
ajema-8288	355	12	established	establish	VERB
ajema-8288	355	13	the	the	DET
ajema-8288	355	14	basis	basis	NOUN
ajema-8288	355	15	for	for	ADP
ajema-8288	355	16	my	my	PRON
ajema-8288	355	17	research	research	NOUN
ajema-8288	355	18	study	study	NOUN
ajema-8288	355	19	.	.	PUNCT
ajema-8288	356	1	this	this	DET
ajema-8288	356	2	study	study	NOUN
ajema-8288	356	3	depended	depend	VERB
ajema-8288	356	4	on	on	ADP
ajema-8288	356	5	their	their	PRON
ajema-8288	356	6	valuable	valuable	ADJ
ajema-8288	356	7	work	work	NOUN
ajema-8288	356	8	since	since	SCONJ
ajema-8288	356	9	it	it	PRON
ajema-8288	356	10	would	would	AUX
ajema-8288	356	11	not	not	PART
ajema-8288	356	12	have	have	AUX
ajema-8288	356	13	reached	reach	VERB
ajema-8288	356	14	completion	completion	NOUN
ajema-8288	356	15	without	without	ADP
ajema-8288	356	16	their	their	PRON
ajema-8288	356	17	efforts	effort	NOUN
ajema-8288	356	18	.	.	PUNCT
ajema-8288	357	1	9	9	X
ajema-8288	357	2	.	.	X
ajema-8288	357	3	conclusion	conclusion	NOUN
ajema-8288	357	4	electric	electric	PROPN
ajema-8288	357	5	machine	machine	NOUN
ajema-8288	357	6	automation	automation	NOUN
ajema-8288	357	7	brings	bring	VERB
ajema-8288	357	8	key	key	ADJ
ajema-8288	357	9	benefits	benefit	NOUN
ajema-8288	357	10	to	to	ADP
ajema-8288	357	11	manufacturing	manufacture	VERB
ajema-8288	357	12	supply	supply	NOUN
ajema-8288	357	13	chains	chain	NOUN
ajema-8288	357	14	through	through	ADP
ajema-8288	357	15	operational	operational	ADJ
ajema-8288	357	16	enhancement	enhancement	NOUN
ajema-8288	357	17	and	and	CCONJ
ajema-8288	357	18	expense	expense	NOUN
ajema-8288	357	19	reduction	reduction	NOUN
ajema-8288	357	20	and	and	CCONJ
ajema-8288	357	21	scalability	scalability	NOUN
ajema-8288	357	22	improvement	improvement	NOUN
ajema-8288	357	23	.	.	PUNCT
ajema-8288	358	1	complex	complex	ADJ
ajema-8288	358	2	automation	automation	NOUN
ajema-8288	358	3	systems	system	NOUN
ajema-8288	358	4	that	that	PRON
ajema-8288	358	5	contain	contain	VERB
ajema-8288	358	6	ai	ai	VERB
ajema-8288	358	7	add	add	NOUN
ajema-8288	358	8	-	-	PUNCT
ajema-8288	358	9	ons	ons	NOUN
ajema-8288	358	10	with	with	ADP
ajema-8288	358	11	iot	iot	ADJ
ajema-8288	358	12	and	and	CCONJ
ajema-8288	358	13	robotic	robotic	ADJ
ajema-8288	358	14	features	feature	NOUN
ajema-8288	358	15	enhance	enhance	VERB
ajema-8288	358	16	operations	operation	NOUN
ajema-8288	358	17	by	by	ADP
ajema-8288	358	18	delivering	deliver	VERB
ajema-8288	358	19	fast	fast	ADJ
ajema-8288	358	20	data	datum	NOUN
ajema-8288	358	21	-	-	PUNCT
ajema-8288	358	22	dependent	dependent	ADJ
ajema-8288	358	23	choices	choice	NOUN
ajema-8288	358	24	and	and	CCONJ
ajema-8288	358	25	scheduled	schedule	VERB
ajema-8288	358	26	maintenance	maintenance	NOUN
ajema-8288	358	27	checks	check	NOUN
ajema-8288	358	28	and	and	CCONJ
ajema-8288	359	1	just	just	ADV
ajema-8288	359	2	-	-	PUNCT
ajema-8288	359	3	in	in	ADP
ajema-8288	359	4	-	-	PUNCT
ajema-8288	359	5	time	time	NOUN
ajema-8288	359	6	(	(	PUNCT
ajema-8288	359	7	jit	jit	NOUN
ajema-8288	359	8	)	)	PUNCT
ajema-8288	359	9	production	production	NOUN
ajema-8288	359	10	procedures	procedure	NOUN
ajema-8288	359	11	.	.	PUNCT
ajema-8288	360	1	the	the	DET
ajema-8288	360	2	new	new	ADJ
ajema-8288	360	3	innovations	innovation	NOUN
ajema-8288	360	4	cut	cut	VERB
ajema-8288	360	5	operational	operational	ADJ
ajema-8288	360	6	delays	delay	NOUN
ajema-8288	360	7	along	along	ADP
ajema-8288	360	8	with	with	ADP
ajema-8288	360	9	improving	improve	VERB
ajema-8288	360	10	stock	stock	NOUN
ajema-8288	360	11	organization	organization	NOUN
ajema-8288	360	12	systems	system	NOUN
ajema-8288	360	13	to	to	PART
ajema-8288	360	14	deliver	deliver	VERB
ajema-8288	360	15	complete	complete	ADJ
ajema-8288	360	16	manufacturing	manufacturing	NOUN
ajema-8288	360	17	adaptability	adaptability	NOUN
ajema-8288	360	18	.	.	PUNCT
ajema-8288	361	1	the	the	DET
ajema-8288	361	2	implementation	implementation	NOUN
ajema-8288	361	3	of	of	ADP
ajema-8288	361	4	automated	automate	VERB
ajema-8288	361	5	manufacturing	manufacturing	NOUN
ajema-8288	361	6	processes	process	NOUN
ajema-8288	361	7	reduces	reduce	VERB
ajema-8288	361	8	costs	cost	NOUN
ajema-8288	361	9	by	by	ADP
ajema-8288	361	10	two	two	NUM
ajema-8288	361	11	ways	way	NOUN
ajema-8288	361	12	:	:	PUNCT
ajema-8288	361	13	through	through	ADP
ajema-8288	361	14	diminished	diminish	VERB
ajema-8288	361	15	labor	labor	NOUN
ajema-8288	361	16	costs	cost	NOUN
ajema-8288	361	17	along	along	ADV
ajema-8288	361	18	with	with	ADP
ajema-8288	361	19	enhanced	enhanced	ADJ
ajema-8288	361	20	operational	operational	ADJ
ajema-8288	361	21	efficiency	efficiency	NOUN
ajema-8288	361	22	and	and	CCONJ
ajema-8288	361	23	minimized	minimized	ADJ
ajema-8288	361	24	material	material	NOUN
ajema-8288	361	25	loss	loss	NOUN
ajema-8288	361	26	.	.	PUNCT
ajema-8288	362	1	the	the	DET
ajema-8288	362	2	advantages	advantage	NOUN
ajema-8288	362	3	of	of	ADP
ajema-8288	362	4	automation	automation	NOUN
ajema-8288	362	5	in	in	ADP
ajema-8288	362	6	business	business	NOUN
ajema-8288	362	7	operations	operation	NOUN
ajema-8288	362	8	are	be	AUX
ajema-8288	362	9	offset	offset	VERB
ajema-8288	362	10	by	by	ADP
ajema-8288	362	11	high	high	ADJ
ajema-8288	362	12	starting	starting	NOUN
ajema-8288	362	13	investment	investment	NOUN
ajema-8288	362	14	expenses	expense	NOUN
ajema-8288	362	15	as	as	ADV
ajema-8288	362	16	well	well	ADV
ajema-8288	362	17	as	as	ADP
ajema-8288	362	18	worker	worker	NOUN
ajema-8288	362	19	lay	lay	NOUN
ajema-8288	362	20	-	-	PUNCT
ajema-8288	362	21	offs	off	NOUN
ajema-8288	362	22	and	and	CCONJ
ajema-8288	362	23	security	security	NOUN
ajema-8288	362	24	risks	risk	NOUN
ajema-8288	362	25	to	to	ADP
ajema-8288	362	26	digital	digital	ADJ
ajema-8288	362	27	systems	system	NOUN
ajema-8288	362	28	.	.	PUNCT
ajema-8288	363	1	increasing	increase	VERB
ajema-8288	363	2	automation	automation	NOUN
ajema-8288	363	3	requires	require	VERB
ajema-8288	363	4	companies	company	NOUN
ajema-8288	363	5	to	to	PART
ajema-8288	363	6	train	train	VERB
ajema-8288	363	7	their	their	PRON
ajema-8288	363	8	current	current	ADJ
ajema-8288	363	9	employees	employee	NOUN
ajema-8288	363	10	because	because	SCONJ
ajema-8288	363	11	machine	machine	NOUN
ajema-8288	363	12	-	-	PUNCT
ajema-8288	363	13	driven	drive	VERB
ajema-8288	363	14	processes	process	NOUN
ajema-8288	363	15	decrease	decrease	VERB
ajema-8288	363	16	employee	employee	NOUN
ajema-8288	363	17	dependency	dependency	NOUN
ajema-8288	363	18	on	on	ADP
ajema-8288	363	19	manual	manual	ADJ
ajema-8288	363	20	labor	labor	NOUN
ajema-8288	363	21	practices	practice	NOUN
ajema-8288	363	22	.	.	PUNCT
ajema-8288	364	1	the	the	DET
ajema-8288	364	2	protection	protection	NOUN
ajema-8288	364	3	of	of	ADP
ajema-8288	364	4	interconnected	interconnected	ADJ
ajema-8288	364	5	automated	automate	VERB
ajema-8288	364	6	systems	system	NOUN
ajema-8288	364	7	'	'	PART
ajema-8288	364	8	data	datum	NOUN
ajema-8288	364	9	requires	require	VERB
ajema-8288	364	10	immediate	immediate	ADJ
ajema-8288	364	11	attention	attention	NOUN
ajema-8288	364	12	for	for	ADP
ajema-8288	364	13	blocking	block	VERB
ajema-8288	364	14	cyber	cyber	NOUN
ajema-8288	364	15	-	-	PUNCT
ajema-8288	364	16	attacks	attack	NOUN
ajema-8288	364	17	as	as	ADV
ajema-8288	364	18	well	well	ADV
ajema-8288	364	19	as	as	ADP
ajema-8288	364	20	supply	supply	NOUN
ajema-8288	364	21	chain	chain	NOUN
ajema-8288	364	22	interferences	interference	NOUN
ajema-8288	364	23	.	.	PUNCT
ajema-8288	365	1	future	future	NOUN
ajema-8288	365	2	of	of	ADP
ajema-8288	365	3	operational	operational	ADJ
ajema-8288	365	4	efficiency	efficiency	NOUN
ajema-8288	365	5	and	and	CCONJ
ajema-8288	365	6	resilience	resilience	NOUN
ajema-8288	365	7	will	will	AUX
ajema-8288	365	8	greatly	greatly	ADV
ajema-8288	365	9	improve	improve	VERB
ajema-8288	365	10	through	through	ADP
ajema-8288	365	11	the	the	DET
ajema-8288	365	12	implementation	implementation	NOUN
ajema-8288	365	13	of	of	ADP
ajema-8288	365	14	ai	ai	ADJ
ajema-8288	365	15	-	-	PUNCT
ajema-8288	365	16	driven	drive	VERB
ajema-8288	365	17	predictive	predictive	ADJ
ajema-8288	365	18	analytics	analytic	NOUN
ajema-8288	365	19	combined	combine	VERB
ajema-8288	365	20	with	with	ADP
ajema-8288	365	21	blockchain	blockchain	PROPN
ajema-8288	365	22	for	for	ADP
ajema-8288	365	23	supply	supply	NOUN
ajema-8288	365	24	chain	chain	NOUN
ajema-8288	365	25	transparency	transparency	NOUN
ajema-8288	365	26	alongside	alongside	ADP
ajema-8288	365	27	sustainable	sustainable	ADJ
ajema-8288	365	28	automation	automation	NOUN
ajema-8288	365	29	solutions	solution	NOUN
ajema-8288	365	30	.	.	PUNCT
ajema-8288	366	1	upcoming	upcoming	ADJ
ajema-8288	366	2	research	research	NOUN
ajema-8288	366	3	needs	need	VERB
ajema-8288	366	4	to	to	PART
ajema-8288	366	5	improve	improve	VERB
ajema-8288	366	6	automation	automation	NOUN
ajema-8288	366	7	system	system	NOUN
ajema-8288	366	8	frameworks	framework	NOUN
ajema-8288	366	9	to	to	PART
ajema-8288	366	10	solve	solve	VERB
ajema-8288	366	11	ethical	ethical	ADJ
ajema-8288	366	12	issues	issue	NOUN
ajema-8288	366	13	and	and	CCONJ
ajema-8288	366	14	establish	establish	VERB
ajema-8288	366	15	strong	strong	ADJ
ajema-8288	366	16	cybersecurity	cybersecurity	NOUN
ajema-8288	366	17	defenses	defense	NOUN
ajema-8288	366	18	which	which	PRON
ajema-8288	366	19	will	will	AUX
ajema-8288	366	20	facilitate	facilitate	VERB
ajema-8288	366	21	easy	easy	ADJ
ajema-8288	366	22	implementation	implementation	NOUN
ajema-8288	366	23	of	of	ADP
ajema-8288	366	24	smart	smart	ADJ
ajema-8288	366	25	manufacturing	manufacturing	NOUN
ajema-8288	366	26	technologies	technology	NOUN
ajema-8288	366	27	.	.	PUNCT
ajema-8288	367	1	industrial	industrial	ADJ
ajema-8288	367	2	success	success	NOUN
ajema-8288	367	3	in	in	ADP
ajema-8288	367	4	the	the	DET
ajema-8288	367	5	changing	change	VERB
ajema-8288	367	6	market	market	NOUN
ajema-8288	367	7	depends	depend	VERB
ajema-8288	367	8	on	on	ADP
ajema-8288	367	9	strategic	strategic	ADJ
ajema-8288	367	10	technology	technology	NOUN
ajema-8288	367	11	investments	investment	NOUN
ajema-8288	367	12	together	together	ADV
ajema-8288	367	13	with	with	ADP
ajema-8288	367	14	worker	worker	NOUN
ajema-8288	367	15	skill	skill	NOUN
ajema-8288	367	16	71	71	NUM
ajema-8288	367	17	journal	journal	NOUN
ajema-8288	367	18	of	of	ADP
ajema-8288	367	19	engineering	engineering	NOUN
ajema-8288	367	20	,	,	PUNCT
ajema-8288	367	21	mechanics	mechanic	NOUN
ajema-8288	367	22	and	and	CCONJ
ajema-8288	367	23	architecture	architecture	NOUN
ajema-8288	367	24	www	www	NOUN
ajema-8288	367	25	.	.	PUNCT
ajema-8288	368	1	grnjournal.us	grnjournal.us	X
ajema-8288	368	2	development	development	NOUN
ajema-8288	368	3	in	in	ADP
ajema-8288	368	4	order	order	NOUN
ajema-8288	368	5	to	to	PART
ajema-8288	368	6	maintain	maintain	VERB
ajema-8288	368	7	business	business	NOUN
ajema-8288	368	8	competitiveness	competitiveness	NOUN
ajema-8288	368	9	.	.	PUNCT
ajema-8288	369	1	manufacturing	manufacturing	NOUN
ajema-8288	369	2	industries	industry	NOUN
ajema-8288	369	3	using	use	VERB
ajema-8288	369	4	automation	automation	NOUN
ajema-8288	369	5	effectively	effectively	ADV
ajema-8288	369	6	obtain	obtain	VERB
ajema-8288	369	7	better	well	ADJ
ajema-8288	369	8	supply	supply	NOUN
ajema-8288	369	9	chain	chain	NOUN
ajema-8288	369	10	agility	agility	NOUN
ajema-8288	369	11	with	with	ADP
ajema-8288	369	12	improved	improved	ADJ
ajema-8288	369	13	productivity	productivity	NOUN
ajema-8288	369	14	as	as	ADV
ajema-8288	369	15	well	well	ADV
ajema-8288	369	16	as	as	ADP
ajema-8288	369	17	long	long	ADJ
ajema-8288	369	18	-	-	PUNCT
ajema-8288	369	19	term	term	NOUN
ajema-8288	369	20	sustainability	sustainability	NOUN
ajema-8288	369	21	which	which	PRON
ajema-8288	369	22	develops	develop	VERB
ajema-8288	369	23	advanced	advanced	ADJ
ajema-8288	369	24	manufacturing	manufacturing	NOUN
ajema-8288	369	25	ecosystems	ecosystem	NOUN
ajema-8288	369	26	into	into	ADP
ajema-8288	369	27	intelligent	intelligent	ADJ
ajema-8288	369	28	systems	system	NOUN
ajema-8288	369	29	.	.	PUNCT
ajema-8288	370	1	10	10	NUM
ajema-8288	370	2	.	.	PUNCT
ajema-8288	370	3	references	reference	NOUN
ajema-8288	370	4	:	:	PUNCT
ajema-8288	370	5	1	1	X
ajema-8288	370	6	.	.	X
ajema-8288	370	7	jackson	jackson	PROPN
ajema-8288	370	8	,	,	PUNCT
ajema-8288	370	9	a.	a.	PROPN
ajema-8288	370	10	,	,	PUNCT
ajema-8288	370	11	spiegler	spiegler	NOUN
ajema-8288	370	12	,	,	PUNCT
ajema-8288	370	13	v.	v.	PROPN
ajema-8288	370	14	l.	l.	PROPN
ajema-8288	370	15	,	,	PUNCT
ajema-8288	370	16	&	&	CCONJ
ajema-8288	370	17	kotiadis	kotiadis	PROPN
ajema-8288	370	18	,	,	PUNCT
ajema-8288	370	19	k.	k.	PROPN
ajema-8288	370	20	(	(	PUNCT
ajema-8288	370	21	2024	2024	NUM
ajema-8288	370	22	)	)	PUNCT
ajema-8288	370	23	.	.	PUNCT
ajema-8288	371	1	exploring	explore	VERB
ajema-8288	371	2	the	the	DET
ajema-8288	371	3	potential	potential	NOUN
ajema-8288	371	4	of	of	ADP
ajema-8288	371	5	blockchainenabled	blockchainenable	VERB
ajema-8288	371	6	lean	lean	ADJ
ajema-8288	371	7	automation	automation	NOUN
ajema-8288	371	8	in	in	ADP
ajema-8288	371	9	supply	supply	NOUN
ajema-8288	371	10	chain	chain	NOUN
ajema-8288	371	11	management	management	NOUN
ajema-8288	371	12	:	:	PUNCT
ajema-8288	371	13	a	a	DET
ajema-8288	371	14	systematic	systematic	ADJ
ajema-8288	371	15	literature	literature	NOUN
ajema-8288	371	16	review	review	NOUN
ajema-8288	371	17	,	,	PUNCT
ajema-8288	371	18	classification	classification	NOUN
ajema-8288	371	19	taxonomy	taxonomy	NOUN
ajema-8288	371	20	,	,	PUNCT
ajema-8288	371	21	and	and	CCONJ
ajema-8288	371	22	future	future	ADJ
ajema-8288	371	23	research	research	NOUN
ajema-8288	371	24	agenda	agenda	NOUN
ajema-8288	371	25	.	.	PUNCT
ajema-8288	372	1	production	production	NOUN
ajema-8288	372	2	planning	planning	PROPN
ajema-8288	372	3	&	&	CCONJ
ajema-8288	372	4	control	control	PROPN
ajema-8288	372	5	,	,	PUNCT
ajema-8288	372	6	35(9	35(9	NUM
ajema-8288	372	7	)	)	PUNCT
ajema-8288	372	8	,	,	PUNCT
ajema-8288	372	9	866	866	NUM
ajema-8288	372	10	-	-	SYM
ajema-8288	372	11	885	885	NUM
ajema-8288	372	12	.	.	PUNCT
ajema-8288	373	1	https://www.tandfonline.com/doi/full/10.1080/09537287.2022.2157746#abstract	https://www.tandfonline.com/doi/full/10.1080/09537287.2022.2157746#abstract	ADJ
ajema-8288	373	2	2	2	NUM
ajema-8288	373	3	.	.	NOUN
ajema-8288	373	4	pérez	pérez	NOUN
ajema-8288	373	5	,	,	PUNCT
ajema-8288	373	6	m.	m.	NOUN
ajema-8288	373	7	,	,	PUNCT
ajema-8288	373	8	lieder	lieder	NOUN
ajema-8288	373	9	,	,	PUNCT
ajema-8288	373	10	m.	m.	NOUN
ajema-8288	373	11	,	,	PUNCT
ajema-8288	373	12	jeong	jeong	PROPN
ajema-8288	373	13	,	,	PUNCT
ajema-8288	373	14	y.	y.	PROPN
ajema-8288	373	15	,	,	PUNCT
ajema-8288	373	16	&	&	CCONJ
ajema-8288	373	17	asif	asif	PROPN
ajema-8288	373	18	,	,	PUNCT
ajema-8288	373	19	f.	f.	PROPN
ajema-8288	373	20	m.	m.	PROPN
ajema-8288	373	21	(	(	PUNCT
ajema-8288	373	22	2025	2025	NUM
ajema-8288	373	23	)	)	PUNCT
ajema-8288	373	24	.	.	PUNCT
ajema-8288	374	1	a	a	DET
ajema-8288	374	2	simulation	simulation	NOUN
ajema-8288	374	3	-	-	PUNCT
ajema-8288	374	4	based	base	VERB
ajema-8288	374	5	decision	decision	NOUN
ajema-8288	374	6	support	support	NOUN
ajema-8288	374	7	tool	tool	NOUN
ajema-8288	374	8	for	for	ADP
ajema-8288	374	9	circular	circular	ADJ
ajema-8288	374	10	manufacturing	manufacturing	NOUN
ajema-8288	374	11	systems	system	NOUN
ajema-8288	374	12	in	in	ADP
ajema-8288	374	13	the	the	DET
ajema-8288	374	14	automotive	automotive	ADJ
ajema-8288	374	15	industry	industry	NOUN
ajema-8288	374	16	using	use	VERB
ajema-8288	374	17	electric	electric	ADJ
ajema-8288	374	18	machines	machine	NOUN
ajema-8288	374	19	as	as	ADP
ajema-8288	374	20	a	a	DET
ajema-8288	374	21	remanufacturing	remanufacture	VERB
ajema-8288	374	22	case	case	NOUN
ajema-8288	374	23	study	study	NOUN
ajema-8288	374	24	.	.	PUNCT
ajema-8288	375	1	international	international	ADJ
ajema-8288	375	2	journal	journal	PROPN
ajema-8288	375	3	of	of	ADP
ajema-8288	375	4	production	production	NOUN
ajema-8288	375	5	research	research	NOUN
ajema-8288	375	6	,	,	PUNCT
ajema-8288	375	7	1	1	NUM
ajema-8288	375	8	-	-	SYM
ajema-8288	375	9	20	20	NUM
ajema-8288	375	10	.	.	PUNCT
ajema-8288	376	1	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2464912	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2464912	PROPN
ajema-8288	376	2	3	3	NUM
ajema-8288	376	3	.	.	PROPN
ajema-8288	376	4	soori	soori	PROPN
ajema-8288	376	5	,	,	PUNCT
ajema-8288	376	6	m.	m.	NOUN
ajema-8288	376	7	,	,	PUNCT
ajema-8288	376	8	jough	jough	PROPN
ajema-8288	376	9	,	,	PUNCT
ajema-8288	376	10	f.	f.	PROPN
ajema-8288	376	11	k.	k.	PROPN
ajema-8288	376	12	g.	g.	PROPN
ajema-8288	376	13	,	,	PUNCT
ajema-8288	376	14	dastres	dastres	PROPN
ajema-8288	376	15	,	,	PUNCT
ajema-8288	376	16	r.	r.	PROPN
ajema-8288	376	17	,	,	PUNCT
ajema-8288	376	18	&	&	CCONJ
ajema-8288	376	19	arezoo	arezoo	PROPN
ajema-8288	376	20	,	,	PUNCT
ajema-8288	376	21	b.	b.	PROPN
ajema-8288	376	22	(	(	PUNCT
ajema-8288	376	23	2024	2024	NUM
ajema-8288	376	24	)	)	PUNCT
ajema-8288	376	25	.	.	PUNCT
ajema-8288	377	1	blockchains	blockchain	NOUN
ajema-8288	377	2	for	for	ADP
ajema-8288	377	3	industrial	industrial	ADJ
ajema-8288	377	4	internet	internet	NOUN
ajema-8288	377	5	of	of	ADP
ajema-8288	377	6	things	thing	NOUN
ajema-8288	377	7	in	in	ADP
ajema-8288	377	8	sustainable	sustainable	ADJ
ajema-8288	377	9	supply	supply	NOUN
ajema-8288	377	10	chain	chain	NOUN
ajema-8288	377	11	management	management	NOUN
ajema-8288	377	12	of	of	ADP
ajema-8288	377	13	industry	industry	NOUN
ajema-8288	377	14	4.0	4.0	NUM
ajema-8288	377	15	,	,	PUNCT
ajema-8288	377	16	a	a	DET
ajema-8288	377	17	review	review	NOUN
ajema-8288	377	18	.	.	PUNCT
ajema-8288	378	1	sustainable	sustainable	ADJ
ajema-8288	378	2	manufacturing	manufacturing	NOUN
ajema-8288	378	3	and	and	CCONJ
ajema-8288	378	4	service	service	NOUN
ajema-8288	378	5	economics	economic	NOUN
ajema-8288	378	6	,	,	PUNCT
ajema-8288	378	7	100026	100026	NUM
ajema-8288	378	8	.	.	PUNCT
ajema-8288	379	1	https://www.sciencedirect.com/science/article/pii/s2667344424000094	https://www.sciencedirect.com/science/article/pii/s2667344424000094	ADP
ajema-8288	379	2	4	4	X
ajema-8288	379	3	.	.	PUNCT
ajema-8288	379	4	ardolino	ardolino	ADJ
ajema-8288	379	5	,	,	PUNCT
ajema-8288	379	6	m.	m.	NOUN
ajema-8288	379	7	,	,	PUNCT
ajema-8288	379	8	bino	bino	PROPN
ajema-8288	379	9	,	,	PUNCT
ajema-8288	379	10	a.	a.	NOUN
ajema-8288	379	11	,	,	PUNCT
ajema-8288	379	12	ciano	ciano	PROPN
ajema-8288	379	13	,	,	PUNCT
ajema-8288	379	14	m.	m.	NOUN
ajema-8288	379	15	p.	p.	PROPN
ajema-8288	379	16	,	,	PUNCT
ajema-8288	379	17	&	&	CCONJ
ajema-8288	379	18	bacchetti	bacchetti	PROPN
ajema-8288	379	19	,	,	PUNCT
ajema-8288	379	20	a.	a.	NOUN
ajema-8288	379	21	(	(	PUNCT
ajema-8288	379	22	2025	2025	NUM
ajema-8288	379	23	)	)	PUNCT
ajema-8288	379	24	.	.	PUNCT
ajema-8288	380	1	enabling	enable	VERB
ajema-8288	380	2	digital	digital	ADJ
ajema-8288	380	3	capabilities	capability	NOUN
ajema-8288	380	4	with	with	ADP
ajema-8288	380	5	technologies	technology	NOUN
ajema-8288	380	6	:	:	PUNCT
ajema-8288	380	7	a	a	DET
ajema-8288	380	8	multiple	multiple	ADJ
ajema-8288	380	9	case	case	NOUN
ajema-8288	380	10	study	study	NOUN
ajema-8288	380	11	of	of	ADP
ajema-8288	380	12	manufacturing	manufacture	VERB
ajema-8288	380	13	supply	supply	NOUN
ajema-8288	380	14	chains	chain	NOUN
ajema-8288	380	15	in	in	ADP
ajema-8288	380	16	disruptive	disruptive	ADJ
ajema-8288	380	17	times	time	NOUN
ajema-8288	380	18	.	.	PUNCT
ajema-8288	381	1	systems	system	NOUN
ajema-8288	381	2	,	,	PUNCT
ajema-8288	381	3	13(1	13(1	NUM
ajema-8288	381	4	)	)	PUNCT
ajema-8288	381	5	,	,	PUNCT
ajema-8288	381	6	39	39	NUM
ajema-8288	381	7	.	.	PUNCT
ajema-8288	382	1	https://www.mdpi.com/2079-8954/13/1/39	https://www.mdpi.com/2079-8954/13/1/39	PROPN
ajema-8288	382	2	5	5	NUM
ajema-8288	382	3	.	.	PUNCT
ajema-8288	383	1	kumar	kumar	PROPN
ajema-8288	383	2	,	,	PUNCT
ajema-8288	383	3	s.	s.	PROPN
ajema-8288	383	4	,	,	PUNCT
ajema-8288	383	5	&	&	CCONJ
ajema-8288	383	6	singh	singh	PROPN
ajema-8288	383	7	,	,	PUNCT
ajema-8288	383	8	v.	v.	PROPN
ajema-8288	383	9	(	(	PUNCT
ajema-8288	383	10	2025	2025	NUM
ajema-8288	383	11	)	)	PUNCT
ajema-8288	383	12	.	.	PUNCT
ajema-8288	384	1	decoding	decode	VERB
ajema-8288	384	2	supply	supply	NOUN
ajema-8288	384	3	chain	chain	VERB
ajema-8288	384	4	5.0	5.0	NUM
ajema-8288	384	5	adoption	adoption	NOUN
ajema-8288	384	6	by	by	ADP
ajema-8288	384	7	grey	grey	ADJ
ajema-8288	384	8	influence	influence	NOUN
ajema-8288	384	9	analysis	analysis	NOUN
ajema-8288	384	10	:	:	PUNCT
ajema-8288	384	11	what	what	PRON
ajema-8288	384	12	barriers	barrier	NOUN
ajema-8288	384	13	and	and	CCONJ
ajema-8288	384	14	enablers	enabler	NOUN
ajema-8288	384	15	lie	lie	VERB
ajema-8288	384	16	within	within	ADP
ajema-8288	384	17	?	?	PUNCT
ajema-8288	384	18	.	.	PUNCT
ajema-8288	385	1	business	business	NOUN
ajema-8288	385	2	strategy	strategy	NOUN
ajema-8288	385	3	and	and	CCONJ
ajema-8288	385	4	the	the	DET
ajema-8288	385	5	environment	environment	NOUN
ajema-8288	385	6	.	.	PUNCT
ajema-8288	386	1	https://onlinelibrary.wiley.com/doi/abs/10.1002/bse.4209	https://onlinelibrary.wiley.com/doi/abs/10.1002/bse.4209	PROPN
ajema-8288	386	2	6	6	NUM
ajema-8288	386	3	.	.	PUNCT
ajema-8288	387	1	rainer	rainer	PROPN
ajema-8288	387	2	jr	jr	PROPN
ajema-8288	387	3	,	,	PUNCT
ajema-8288	387	4	r.	r.	PROPN
ajema-8288	387	5	k.	k.	PROPN
ajema-8288	387	6	,	,	PUNCT
ajema-8288	387	7	richey	richey	PROPN
ajema-8288	387	8	jr	jr	PROPN
ajema-8288	387	9	,	,	PUNCT
ajema-8288	387	10	r.	r.	PROPN
ajema-8288	387	11	g.	g.	PROPN
ajema-8288	387	12	,	,	PUNCT
ajema-8288	387	13	&	&	CCONJ
ajema-8288	387	14	chowdhury	chowdhury	PROPN
ajema-8288	387	15	,	,	PUNCT
ajema-8288	387	16	s.	s.	PROPN
ajema-8288	387	17	(	(	PUNCT
ajema-8288	387	18	2025	2025	NUM
ajema-8288	387	19	)	)	PUNCT
ajema-8288	387	20	.	.	PUNCT
ajema-8288	388	1	how	how	SCONJ
ajema-8288	388	2	robotics	robotic	NOUN
ajema-8288	388	3	is	be	AUX
ajema-8288	388	4	shaping	shape	VERB
ajema-8288	388	5	digital	digital	ADJ
ajema-8288	388	6	logistics	logistic	NOUN
ajema-8288	388	7	and	and	CCONJ
ajema-8288	388	8	supply	supply	NOUN
ajema-8288	388	9	chain	chain	NOUN
ajema-8288	388	10	management	management	NOUN
ajema-8288	388	11	:	:	PUNCT
ajema-8288	388	12	an	an	DET
ajema-8288	388	13	ongoing	ongoing	ADJ
ajema-8288	388	14	call	call	NOUN
ajema-8288	388	15	for	for	ADP
ajema-8288	388	16	research	research	NOUN
ajema-8288	388	17	.	.	PUNCT
ajema-8288	389	1	journal	journal	NOUN
ajema-8288	389	2	of	of	ADP
ajema-8288	389	3	business	business	NOUN
ajema-8288	389	4	logistics	logistic	NOUN
ajema-8288	389	5	,	,	PUNCT
ajema-8288	389	6	46(1	46(1	NOUN
ajema-8288	389	7	)	)	PUNCT
ajema-8288	389	8	,	,	PUNCT
ajema-8288	389	9	e70005	e70005	PROPN
ajema-8288	389	10	.	.	PUNCT
ajema-8288	390	1	https://onlinelibrary.wiley.com/doi/abs/10.1111/jbl.70005	https://onlinelibrary.wiley.com/doi/abs/10.1111/jbl.70005	PROPN
ajema-8288	390	2	7	7	X
ajema-8288	390	3	.	.	X
ajema-8288	390	4	loku	loku	PROPN
ajema-8288	390	5	,	,	PUNCT
ajema-8288	390	6	a.	a.	PROPN
ajema-8288	390	7	,	,	PUNCT
ajema-8288	390	8	&	&	CCONJ
ajema-8288	390	9	loku	loku	PROPN
ajema-8288	390	10	,	,	PUNCT
ajema-8288	390	11	n.	n.	PROPN
ajema-8288	390	12	(	(	PUNCT
ajema-8288	390	13	2025	2025	NUM
ajema-8288	390	14	)	)	PUNCT
ajema-8288	390	15	.	.	PUNCT
ajema-8288	391	1	globalization	globalization	NOUN
ajema-8288	391	2	,	,	PUNCT
ajema-8288	391	3	automation	automation	NOUN
ajema-8288	391	4	,	,	PUNCT
ajema-8288	391	5	and	and	CCONJ
ajema-8288	391	6	the	the	DET
ajema-8288	391	7	future	future	NOUN
ajema-8288	391	8	of	of	ADP
ajema-8288	391	9	work	work	NOUN
ajema-8288	391	10	:	:	PUNCT
ajema-8288	391	11	examining	examine	VERB
ajema-8288	391	12	the	the	DET
ajema-8288	391	13	impact	impact	NOUN
ajema-8288	391	14	of	of	ADP
ajema-8288	391	15	technological	technological	ADJ
ajema-8288	391	16	advancements	advancement	NOUN
ajema-8288	391	17	on	on	ADP
ajema-8288	391	18	the	the	DET
ajema-8288	391	19	workforce	workforce	NOUN
ajema-8288	391	20	.	.	PUNCT
ajema-8288	392	1	quality	quality	NOUN
ajema-8288	392	2	-	-	PUNCT
ajema-8288	392	3	access	access	NOUN
ajema-8288	392	4	to	to	ADP
ajema-8288	392	5	success	success	NOUN
ajema-8288	392	6	,	,	PUNCT
ajema-8288	392	7	26(4	26(4	NUM
ajema-8288	392	8	)	)	PUNCT
ajema-8288	392	9	.	.	PUNCT
ajema-8288	393	1	https://openurl.ebsco.com/epdb%3agcd%3a3%3a14782627/detailv2?sid=ebsco%3aplink	https://openurl.ebsco.com/epdb%3agcd%3a3%3a14782627/detailv2?sid=ebsco%3aplink	VERB
ajema-8288	393	2	%	%	NOUN
ajema-8288	393	3	3ascholar&id	3ascholar&id	NUM
ajema-8288	393	4	=	=	NUM
ajema-8288	393	5	ebsco%3agcd%3a183120099&crl	ebsco%3agcd%3a183120099&crl	NOUN
ajema-8288	393	6	=	=	PRON
ajema-8288	393	7	c&link_origin	c&link_origin	NOUN
ajema-8288	393	8	=	=	NOUN
ajema-8288	393	9	scholar.google.com	scholar.google.com	NOUN
ajema-8288	393	10	8	8	NUM
ajema-8288	393	11	.	.	PUNCT
ajema-8288	394	1	kandarkar	kandarkar	NOUN
ajema-8288	394	2	,	,	PUNCT
ajema-8288	394	3	p.	p.	PROPN
ajema-8288	394	4	c.	c.	PROPN
ajema-8288	394	5	,	,	PUNCT
ajema-8288	394	6	&	&	CCONJ
ajema-8288	394	7	ravi	ravi	PROPN
ajema-8288	394	8	,	,	PUNCT
ajema-8288	394	9	v.	v.	PROPN
ajema-8288	394	10	(	(	PUNCT
ajema-8288	394	11	2024	2024	NUM
ajema-8288	394	12	)	)	PUNCT
ajema-8288	394	13	.	.	PUNCT
ajema-8288	395	1	investigating	investigate	VERB
ajema-8288	395	2	the	the	DET
ajema-8288	395	3	impact	impact	NOUN
ajema-8288	395	4	of	of	ADP
ajema-8288	395	5	smart	smart	ADJ
ajema-8288	395	6	manufacturing	manufacturing	NOUN
ajema-8288	395	7	and	and	CCONJ
ajema-8288	395	8	interconnected	interconnected	ADJ
ajema-8288	395	9	emerging	emerge	VERB
ajema-8288	395	10	technologies	technology	NOUN
ajema-8288	395	11	in	in	ADP
ajema-8288	395	12	building	build	VERB
ajema-8288	395	13	smarter	smart	ADJ
ajema-8288	395	14	supply	supply	NOUN
ajema-8288	395	15	chains	chain	NOUN
ajema-8288	395	16	.	.	PUNCT
ajema-8288	396	1	journal	journal	NOUN
ajema-8288	396	2	of	of	ADP
ajema-8288	396	3	manufacturing	manufacturing	NOUN
ajema-8288	396	4	technology	technology	NOUN
ajema-8288	396	5	management	management	NOUN
ajema-8288	396	6	,	,	PUNCT
ajema-8288	396	7	35(5	35(5	NUM
ajema-8288	396	8	)	)	PUNCT
ajema-8288	396	9	,	,	PUNCT
ajema-8288	396	10	984	984	NUM
ajema-8288	396	11	-	-	SYM
ajema-8288	396	12	1009	1009	NUM
ajema-8288	396	13	.	.	PUNCT
ajema-8288	397	1	https://www.emerald.com/insight/content/doi/10.1108/jmtm-11-2023-0498/full/html	https://www.emerald.com/insight/content/doi/10.1108/jmtm-11-2023-0498/full/html	PROPN
ajema-8288	397	2	9	9	NUM
ajema-8288	397	3	.	.	PUNCT
ajema-8288	398	1	ahuchogu	ahuchogu	ADJ
ajema-8288	398	2	,	,	PUNCT
ajema-8288	398	3	m.	m.	PROPN
ajema-8288	398	4	c.	c.	PROPN
ajema-8288	398	5	,	,	PUNCT
ajema-8288	398	6	sanyaolu	sanyaolu	PROPN
ajema-8288	398	7	,	,	PUNCT
ajema-8288	398	8	t.	t.	PROPN
ajema-8288	398	9	o.	o.	PROPN
ajema-8288	398	10	,	,	PUNCT
ajema-8288	398	11	&	&	CCONJ
ajema-8288	398	12	adeleke	adeleke	PROPN
ajema-8288	398	13	,	,	PUNCT
ajema-8288	398	14	a.	a.	NOUN
ajema-8288	398	15	g.	g.	PROPN
ajema-8288	398	16	(	(	PUNCT
ajema-8288	398	17	2024	2024	NUM
ajema-8288	398	18	)	)	PUNCT
ajema-8288	398	19	.	.	PUNCT
ajema-8288	399	1	exploring	explore	VERB
ajema-8288	399	2	sustainable	sustainable	ADJ
ajema-8288	399	3	and	and	CCONJ
ajema-8288	399	4	efficient	efficient	ADJ
ajema-8288	399	5	supply	supply	NOUN
ajema-8288	399	6	chains	chain	VERB
ajema-8288	399	7	innovative	innovative	ADJ
ajema-8288	399	8	models	model	NOUN
ajema-8288	399	9	for	for	ADP
ajema-8288	399	10	electric	electric	ADJ
ajema-8288	399	11	vehicle	vehicle	NOUN
ajema-8288	399	12	parts	part	NOUN
ajema-8288	399	13	distribution	distribution	NOUN
ajema-8288	399	14	.	.	PUNCT
ajema-8288	400	1	global	global	ADJ
ajema-8288	400	2	journal	journal	PROPN
ajema-8288	400	3	of	of	ADP
ajema-8288	400	4	research	research	NOUN
ajema-8288	400	5	in	in	ADP
ajema-8288	400	6	science	science	NOUN
ajema-8288	400	7	and	and	CCONJ
ajema-8288	400	8	technology	technology	NOUN
ajema-8288	400	9	,	,	PUNCT
ajema-8288	400	10	2(01	2(01	NUM
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ajema-8288	407	10	-	-	SYM
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ajema-8288	414	20	158172	158172	NUM
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ajema-8288	419	1	ai	ai	VERB
ajema-8288	419	2	-	-	PUNCT
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ajema-8288	419	13	supply	supply	NOUN
ajema-8288	419	14	chain	chain	NOUN
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ajema-8288	420	1	https://www.researchsquare.com/article/rs-6086101/v1	https://www.researchsquare.com/article/rs-6086101/v1	PROPN
ajema-8288	420	2	15	15	NUM
ajema-8288	420	3	.	.	PUNCT
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ajema-8288	422	46	(	(	PUNCT
ajema-8288	422	47	2025	2025	NUM
ajema-8288	422	48	)	)	PUNCT
ajema-8288	422	49	.	.	PUNCT
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ajema-8288	423	2	learning	learn	VERB
ajema-8288	423	3	for	for	ADP
ajema-8288	423	4	environmental	environmental	ADJ
ajema-8288	423	5	sustainability	sustainability	NOUN
ajema-8288	423	6	in	in	ADP
ajema-8288	423	7	the	the	DET
ajema-8288	423	8	corporate	corporate	ADJ
ajema-8288	423	9	world	world	NOUN
ajema-8288	423	10	.	.	PUNCT
ajema-8288	424	1	in	in	ADP
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ajema-8288	424	4	success	success	NOUN
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ajema-8288	424	7	-	-	PUNCT
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ajema-8288	424	10	(	(	PUNCT
ajema-8288	424	11	pp	pp	ADJ
ajema-8288	424	12	.	.	PUNCT
ajema-8288	425	1	283	283	NUM
ajema-8288	425	2	-	-	SYM
ajema-8288	425	3	302	302	NUM
ajema-8288	425	4	)	)	PUNCT
ajema-8288	425	5	.	.	PUNCT
ajema-8288	426	1	igi	igi	PROPN
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ajema-8288	426	5	.	.	PUNCT
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ajema-8288	427	3	.	.	PUNCT
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ajema-8288	428	2	,	,	PUNCT
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ajema-8288	428	4	,	,	PUNCT
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ajema-8288	428	7	,	,	PUNCT
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ajema-8288	428	9	(	(	PUNCT
ajema-8288	428	10	2025	2025	NUM
ajema-8288	428	11	)	)	PUNCT
ajema-8288	428	12	.	.	PUNCT
ajema-8288	429	1	a	a	DET
ajema-8288	429	2	robotic	robotic	ADJ
ajema-8288	429	3	process	process	NOUN
ajema-8288	429	4	automation	automation	NOUN
ajema-8288	429	5	model	model	NOUN
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ajema-8288	429	7	orderhandling	orderhandle	VERB
ajema-8288	429	8	optimization	optimization	NOUN
ajema-8288	429	9	in	in	ADP
ajema-8288	429	10	supply	supply	NOUN
ajema-8288	429	11	chain	chain	NOUN
ajema-8288	429	12	management	management	NOUN
ajema-8288	429	13	.	.	PUNCT
ajema-8288	430	1	supply	supply	NOUN
ajema-8288	430	2	chain	chain	NOUN
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ajema-8288	430	4	,	,	PUNCT
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ajema-8288	430	6	.	.	PUNCT
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ajema-8288	432	2	,	,	PUNCT
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ajema-8288	432	5	,	,	PUNCT
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ajema-8288	432	13	)	)	PUNCT
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ajema-8288	434	7	6(1	6(1	NUM
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ajema-8288	435	7	-	-	PUNCT
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ajema-8288	435	13	-	-	PUNCT
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ajema-8288	435	15	-	-	PUNCT
ajema-8288	435	16	in	in	ADP
ajema-8288	435	17	-	-	PUNCT
ajema-8288	435	18	supply	supply	NOUN
ajema-8288	435	19	-	-	PUNCT
ajema-8288	435	20	chain	chain	NOUN
ajema-8288	435	21	-	-	PUNCT
ajema-8288	435	22	process	process	NOUN
ajema-8288	435	23	-	-	PUNCT
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ajema-8288	435	25	19	19	NUM
ajema-8288	435	26	.	.	PUNCT
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ajema-8288	436	8	,	,	PUNCT
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ajema-8288	436	12	shamsi	shamsi	PROPN
ajema-8288	436	13	,	,	PUNCT
ajema-8288	436	14	i.	i.	PROPN
ajema-8288	436	15	r.	r.	PROPN
ajema-8288	436	16	a.	a.	PROPN
ajema-8288	436	17	,	,	PUNCT
ajema-8288	436	18	&	&	CCONJ
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ajema-8288	436	22	(	(	PUNCT
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ajema-8288	436	24	)	)	PUNCT
ajema-8288	436	25	.	.	PUNCT
ajema-8288	437	1	the	the	DET
ajema-8288	437	2	implications	implication	NOUN
ajema-8288	437	3	of	of	ADP
ajema-8288	437	4	artificial	artificial	ADJ
ajema-8288	437	5	intelligence	intelligence	NOUN
ajema-8288	437	6	for	for	ADP
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ajema-8288	437	10	-	-	PUNCT
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ajema-8288	437	16	in	in	ADP
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ajema-8288	437	18	areas	area	NOUN
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ajema-8288	437	30	loop	loop	NOUN
ajema-8288	437	31	supply	supply	NOUN
ajema-8288	437	32	chains	chain	NOUN
ajema-8288	437	33	.	.	PUNCT
ajema-8288	438	1	sustainability	sustainability	NOUN
ajema-8288	438	2	,	,	PUNCT
ajema-8288	438	3	17(1	17(1	NUM
ajema-8288	438	4	)	)	PUNCT
ajema-8288	438	5	,	,	PUNCT
ajema-8288	438	6	334	334	NUM
ajema-8288	438	7	.	.	PUNCT
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ajema-8288	439	2	https://www.researchgate.net/profile/temitope-sanyaolu/publication/384110730_exploring_sustainable_and_efficient_supply_chains_innovative_models_for_electric_vehicle_parts_distribution/links/66eb115297a75a4b4834db75/exploring-sustainable-and-efficient-supply-chains-innovative-models-for-electric-vehicle-parts-distribution.pdf	https://www.researchgate.net/profile/temitope-sanyaolu/publication/384110730_exploring_sustainable_and_efficient_supply_chains_innovative_models_for_electric_vehicle_parts_distribution/links/66eb115297a75a4b4834db75/exploring-sustainable-and-efficient-supply-chains-innovative-models-for-electric-vehicle-parts-distribution.pdf	PROPN
ajema-8288	439	3	https://www.tandfonline.com/doi/abs/10.1080/09537287.2020.1712487	https://www.tandfonline.com/doi/abs/10.1080/09537287.2020.1712487	X
ajema-8288	439	4	https://www.wseas.com/journals/ew/2024/a16engw-007(2024).pdf	https://www.wseas.com/journals/ew/2024/a16engw-007(2024).pdf	NOUN
ajema-8288	439	5	https://www.tandfonline.com/doi/abs/10.1080/16258312.2020.1751568	https://www.tandfonline.com/doi/abs/10.1080/16258312.2020.1751568	PUNCT
ajema-8288	439	6	https://journalwjarr.com/sites/default/files/fulltext_pdf/wjarr-2025-0033.pdf	https://journalwjarr.com/sites/default/files/fulltext_pdf/wjarr-2025-0033.pdf	PROPN
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ajema-8288	444	9	30	30	NUM
ajema-8288	444	10	.	.	PUNCT
ajema-8288	445	1	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2466062	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2466062	PRON
ajema-8288	445	2	21	21	NUM
ajema-8288	445	3	.	.	PUNCT
ajema-8288	446	1	ahmed	ahmed	PROPN
ajema-8288	446	2	,	,	PUNCT
ajema-8288	446	3	f.	f.	PROPN
ajema-8288	446	4	,	,	PUNCT
ajema-8288	446	5	ahmed	ahmed	PROPN
ajema-8288	446	6	,	,	PUNCT
ajema-8288	446	7	m.	m.	PROPN
ajema-8288	446	8	r.	r.	PROPN
ajema-8288	446	9	,	,	PUNCT
ajema-8288	446	10	kabir	kabir	PROPN
ajema-8288	446	11	,	,	PUNCT
ajema-8288	446	12	m.	m.	NOUN
ajema-8288	446	13	a.	a.	PROPN
ajema-8288	446	14	,	,	PUNCT
ajema-8288	446	15	&	&	CCONJ
ajema-8288	446	16	islam	islam	PROPN
ajema-8288	446	17	,	,	PUNCT
ajema-8288	446	18	m.	m.	NOUN
ajema-8288	446	19	m.	m.	NOUN
ajema-8288	446	20	(	(	PUNCT
ajema-8288	446	21	2025	2025	NUM
ajema-8288	446	22	)	)	PUNCT
ajema-8288	446	23	.	.	PUNCT
ajema-8288	447	1	revolutionizing	revolutionize	VERB
ajema-8288	447	2	business	business	NOUN
ajema-8288	447	3	analytics	analytic	NOUN
ajema-8288	447	4	:	:	PUNCT
ajema-8288	447	5	the	the	DET
ajema-8288	447	6	impact	impact	NOUN
ajema-8288	447	7	of	of	ADP
ajema-8288	447	8	artificial	artificial	ADJ
ajema-8288	447	9	intelligence	intelligence	NOUN
ajema-8288	447	10	and	and	CCONJ
ajema-8288	447	11	machine	machine	NOUN
ajema-8288	447	12	learning	learning	NOUN
ajema-8288	447	13	.	.	PUNCT
ajema-8288	448	1	american	american	PROPN
ajema-8288	448	2	journal	journal	PROPN
ajema-8288	448	3	of	of	ADP
ajema-8288	448	4	advanced	advanced	ADJ
ajema-8288	448	5	technology	technology	NOUN
ajema-8288	448	6	and	and	CCONJ
ajema-8288	448	7	engineering	engineering	NOUN
ajema-8288	448	8	solutions	solution	NOUN
ajema-8288	448	9	,	,	PUNCT
ajema-8288	448	10	1(01	1(01	NUM
ajema-8288	448	11	)	)	PUNCT
ajema-8288	448	12	,	,	PUNCT
ajema-8288	448	13	147	147	NUM
ajema-8288	448	14	-	-	SYM
ajema-8288	448	15	173	173	NUM
ajema-8288	448	16	.	.	PUNCT
ajema-8288	449	1	https://ajates-scholarly.com/index.php/ajates/article/view/9	https://ajates-scholarly.com/index.php/ajates/article/view/9	ADP
ajema-8288	449	2	22	22	NUM
ajema-8288	449	3	.	.	PUNCT
ajema-8288	450	1	saleem	saleem	PROPN
ajema-8288	450	2	,	,	PUNCT
ajema-8288	450	3	a.	a.	NOUN
ajema-8288	450	4	,	,	PUNCT
ajema-8288	450	5	sun	sun	PROPN
ajema-8288	450	6	,	,	PUNCT
ajema-8288	450	7	h.	h.	PROPN
ajema-8288	450	8	,	,	PUNCT
ajema-8288	450	9	aslam	aslam	PROPN
ajema-8288	450	10	,	,	PUNCT
ajema-8288	450	11	j.	j.	PROPN
ajema-8288	450	12	,	,	PUNCT
ajema-8288	450	13	&	&	CCONJ
ajema-8288	450	14	kim	kim	PROPN
ajema-8288	450	15	,	,	PUNCT
ajema-8288	450	16	y.	y.	PROPN
ajema-8288	450	17	(	(	PUNCT
ajema-8288	450	18	2024	2024	NUM
ajema-8288	450	19	)	)	PUNCT
ajema-8288	450	20	.	.	PUNCT
ajema-8288	451	1	impact	impact	NOUN
ajema-8288	451	2	of	of	ADP
ajema-8288	451	3	smart	smart	ADJ
ajema-8288	451	4	factory	factory	NOUN
ajema-8288	451	5	adoption	adoption	NOUN
ajema-8288	451	6	on	on	ADP
ajema-8288	451	7	manufacturing	manufacturing	NOUN
ajema-8288	451	8	performance	performance	NOUN
ajema-8288	451	9	and	and	CCONJ
ajema-8288	451	10	sustainability	sustainability	NOUN
ajema-8288	451	11	:	:	PUNCT
ajema-8288	451	12	an	an	DET
ajema-8288	451	13	empirical	empirical	ADJ
ajema-8288	451	14	analysis	analysis	NOUN
ajema-8288	451	15	.	.	PUNCT
ajema-8288	452	1	business	business	NOUN
ajema-8288	452	2	process	process	NOUN
ajema-8288	452	3	management	management	NOUN
ajema-8288	452	4	journal	journal	NOUN
ajema-8288	452	5	.	.	PUNCT
ajema-8288	453	1	https://www.emerald.com/insight/content/doi/10.1108/bpmj-03-2024-0171/full/html	https://www.emerald.com/insight/content/doi/10.1108/bpmj-03-2024-0171/full/html	PROPN
ajema-8288	453	2	23	23	NUM
ajema-8288	453	3	.	.	PUNCT
ajema-8288	454	1	wagire	wagire	PROPN
ajema-8288	454	2	,	,	PUNCT
ajema-8288	454	3	a.	a.	NOUN
ajema-8288	454	4	a.	a.	PROPN
ajema-8288	454	5	,	,	PUNCT
ajema-8288	454	6	&	&	CCONJ
ajema-8288	454	7	kulkarni	kulkarni	PROPN
ajema-8288	454	8	,	,	PUNCT
ajema-8288	454	9	r.	r.	PROPN
ajema-8288	454	10	(	(	PUNCT
ajema-8288	454	11	2024	2024	NUM
ajema-8288	454	12	)	)	PUNCT
ajema-8288	454	13	.	.	PUNCT
ajema-8288	455	1	examining	examine	VERB
ajema-8288	455	2	the	the	DET
ajema-8288	455	3	impact	impact	NOUN
ajema-8288	455	4	of	of	ADP
ajema-8288	455	5	industry	industry	NOUN
ajema-8288	455	6	4.0	4.0	NUM
ajema-8288	455	7	technologies	technology	NOUN
ajema-8288	455	8	on	on	ADP
ajema-8288	455	9	industrial	industrial	ADJ
ajema-8288	455	10	performance	performance	NOUN
ajema-8288	455	11	of	of	ADP
ajema-8288	455	12	manufacturing	manufacturing	NOUN
ajema-8288	455	13	organisations	organisation	NOUN
ajema-8288	455	14	in	in	ADP
ajema-8288	455	15	india	india	PROPN
ajema-8288	455	16	:	:	PUNCT
ajema-8288	455	17	an	an	DET
ajema-8288	455	18	empirical	empirical	ADJ
ajema-8288	455	19	study	study	NOUN
ajema-8288	455	20	.	.	PUNCT
ajema-8288	456	1	international	international	ADJ
ajema-8288	456	2	journal	journal	PROPN
ajema-8288	456	3	of	of	ADP
ajema-8288	456	4	computer	computer	NOUN
ajema-8288	456	5	integrated	integrate	VERB
ajema-8288	456	6	manufacturing	manufacturing	NOUN
ajema-8288	456	7	,	,	PUNCT
ajema-8288	456	8	1	1	NUM
ajema-8288	456	9	-	-	SYM
ajema-8288	456	10	20	20	NUM
ajema-8288	456	11	.	.	PUNCT
ajema-8288	457	1	https://www.tandfonline.com/doi/abs/10.1080/0951192x.2024.2333026	https://www.tandfonline.com/doi/abs/10.1080/0951192x.2024.2333026	PROPN
ajema-8288	457	2	24	24	NUM
ajema-8288	457	3	.	.	PUNCT
ajema-8288	457	4	farshadfar	farshadfar	PROPN
ajema-8288	457	5	,	,	PUNCT
ajema-8288	457	6	z.	z.	PROPN
ajema-8288	457	7	,	,	PUNCT
ajema-8288	457	8	mucha	mucha	PROPN
ajema-8288	457	9	,	,	PUNCT
ajema-8288	457	10	t.	t.	PROPN
ajema-8288	457	11	,	,	PUNCT
ajema-8288	457	12	&	&	CCONJ
ajema-8288	457	13	tanskanen	tanskanen	PROPN
ajema-8288	457	14	,	,	PUNCT
ajema-8288	457	15	k.	k.	PROPN
ajema-8288	457	16	(	(	PUNCT
ajema-8288	457	17	2024	2024	NUM
ajema-8288	457	18	)	)	PUNCT
ajema-8288	457	19	.	.	PUNCT
ajema-8288	458	1	leveraging	leverage	VERB
ajema-8288	458	2	machine	machine	NOUN
ajema-8288	458	3	learning	learning	NOUN
ajema-8288	458	4	for	for	ADP
ajema-8288	458	5	advancing	advance	VERB
ajema-8288	458	6	circular	circular	ADJ
ajema-8288	458	7	supply	supply	NOUN
ajema-8288	458	8	chains	chain	NOUN
ajema-8288	458	9	:	:	PUNCT
ajema-8288	458	10	a	a	DET
ajema-8288	458	11	systematic	systematic	ADJ
ajema-8288	458	12	literature	literature	NOUN
ajema-8288	458	13	review	review	NOUN
ajema-8288	458	14	.	.	PUNCT
ajema-8288	459	1	logistics	logistic	NOUN
ajema-8288	459	2	,	,	PUNCT
ajema-8288	459	3	8(4	8(4	NUM
ajema-8288	459	4	)	)	PUNCT
ajema-8288	459	5	,	,	PUNCT
ajema-8288	459	6	108	108	NUM
ajema-8288	459	7	.	.	PUNCT
ajema-8288	459	8	https://www.mdpi.com/2305-6290/8/4/108	https://www.mdpi.com/2305-6290/8/4/108	NOUN
ajema-8288	459	9	25	25	NUM
ajema-8288	459	10	.	.	PUNCT
ajema-8288	460	1	rojek	rojek	PROPN
ajema-8288	460	2	,	,	PUNCT
ajema-8288	460	3	i.	i.	NOUN
ajema-8288	460	4	,	,	PUNCT
ajema-8288	460	5	jasiulewicz	jasiulewicz	PROPN
ajema-8288	460	6	-	-	PUNCT
ajema-8288	460	7	kaczmarek	kaczmarek	PROPN
ajema-8288	460	8	,	,	PUNCT
ajema-8288	460	9	m.	m.	NOUN
ajema-8288	460	10	,	,	PUNCT
ajema-8288	460	11	piszcz	piszcz	PROPN
ajema-8288	460	12	,	,	PUNCT
ajema-8288	460	13	a.	a.	NOUN
ajema-8288	460	14	,	,	PUNCT
ajema-8288	460	15	galas	gala	NOUN
ajema-8288	460	16	,	,	PUNCT
ajema-8288	460	17	k.	k.	PROPN
ajema-8288	460	18	,	,	PUNCT
ajema-8288	460	19	&	&	CCONJ
ajema-8288	460	20	mikołajewski	mikołajewski	PROPN
ajema-8288	460	21	,	,	PUNCT
ajema-8288	460	22	d.	d.	PROPN
ajema-8288	460	23	(	(	PUNCT
ajema-8288	460	24	2024	2024	NUM
ajema-8288	460	25	)	)	PUNCT
ajema-8288	460	26	.	.	PUNCT
ajema-8288	461	1	review	review	NOUN
ajema-8288	461	2	of	of	ADP
ajema-8288	461	3	the	the	DET
ajema-8288	461	4	6g	6g	NOUN
ajema-8288	461	5	-	-	PUNCT
ajema-8288	461	6	based	base	VERB
ajema-8288	461	7	supply	supply	NOUN
ajema-8288	461	8	chain	chain	NOUN
ajema-8288	461	9	management	management	NOUN
ajema-8288	461	10	within	within	ADP
ajema-8288	461	11	industry	industry	NOUN
ajema-8288	461	12	4.0/5.0	4.0/5.0	NUM
ajema-8288	461	13	paradigm	paradigm	NOUN
ajema-8288	461	14	.	.	PUNCT
ajema-8288	462	1	electronics	electronic	NOUN
ajema-8288	462	2	,	,	PUNCT
ajema-8288	462	3	13(13	13(13	NUM
ajema-8288	462	4	)	)	PUNCT
ajema-8288	462	5	,	,	PUNCT
ajema-8288	462	6	2624	2624	NUM
ajema-8288	462	7	.	.	PUNCT
ajema-8288	463	1	https://www.mdpi.com/2079-9292/13/13/2624	https://www.mdpi.com/2079-9292/13/13/2624	NOUN
ajema-8288	463	2	26	26	NUM
ajema-8288	463	3	.	.	PUNCT
ajema-8288	464	1	shakur	shakur	PROPN
ajema-8288	464	2	,	,	PUNCT
ajema-8288	464	3	m.	m.	NOUN
ajema-8288	464	4	s.	s.	PROPN
ajema-8288	464	5	,	,	PUNCT
ajema-8288	464	6	lubaba	lubaba	PROPN
ajema-8288	464	7	,	,	PUNCT
ajema-8288	464	8	m.	m.	NOUN
ajema-8288	464	9	,	,	PUNCT
ajema-8288	464	10	debnath	debnath	PROPN
ajema-8288	464	11	,	,	PUNCT
ajema-8288	464	12	b.	b.	PROPN
ajema-8288	464	13	,	,	PUNCT
ajema-8288	464	14	bari	bari	NOUN
ajema-8288	464	15	,	,	PUNCT
ajema-8288	464	16	a.	a.	NOUN
ajema-8288	464	17	m.	m.	NOUN
ajema-8288	464	18	,	,	PUNCT
ajema-8288	464	19	&	&	CCONJ
ajema-8288	464	20	rahman	rahman	PROPN
ajema-8288	464	21	,	,	PUNCT
ajema-8288	464	22	m.	m.	NOUN
ajema-8288	464	23	a.	a.	NOUN
ajema-8288	464	24	(	(	PUNCT
ajema-8288	464	25	2024	2024	NUM
ajema-8288	464	26	)	)	PUNCT
ajema-8288	464	27	.	.	PUNCT
ajema-8288	465	1	exploring	explore	VERB
ajema-8288	465	2	the	the	DET
ajema-8288	465	3	challenges	challenge	NOUN
ajema-8288	465	4	of	of	ADP
ajema-8288	465	5	industry	industry	NOUN
ajema-8288	465	6	4.0	4.0	NUM
ajema-8288	465	7	adoption	adoption	NOUN
ajema-8288	465	8	in	in	ADP
ajema-8288	465	9	the	the	DET
ajema-8288	465	10	fmcg	fmcg	NOUN
ajema-8288	465	11	sector	sector	NOUN
ajema-8288	465	12	:	:	PUNCT
ajema-8288	465	13	implications	implication	NOUN
ajema-8288	465	14	for	for	ADP
ajema-8288	465	15	resilient	resilient	ADJ
ajema-8288	465	16	supply	supply	NOUN
ajema-8288	465	17	chain	chain	NOUN
ajema-8288	465	18	in	in	ADP
ajema-8288	465	19	emerging	emerge	VERB
ajema-8288	465	20	economy	economy	NOUN
ajema-8288	465	21	.	.	PUNCT
ajema-8288	466	1	logistics	logistic	NOUN
ajema-8288	466	2	,	,	PUNCT
ajema-8288	466	3	8(1	8(1	NOUN
ajema-8288	466	4	)	)	PUNCT
ajema-8288	466	5	,	,	PUNCT
ajema-8288	466	6	27	27	NUM
ajema-8288	466	7	.	.	PUNCT
ajema-8288	466	8	https://www.mdpi.com/2305-6290/8/1/27	https://www.mdpi.com/2305-6290/8/1/27	PROPN
ajema-8288	466	9	27	27	NUM
ajema-8288	466	10	.	.	PUNCT
ajema-8288	467	1	nwankwo	nwankwo	PROPN
ajema-8288	467	2	,	,	PUNCT
ajema-8288	467	3	c.	c.	PROPN
ajema-8288	467	4	o.	o.	PROPN
ajema-8288	467	5	,	,	PUNCT
ajema-8288	467	6	&	&	CCONJ
ajema-8288	467	7	etukudoh	etukudoh	PROPN
ajema-8288	467	8	,	,	PUNCT
ajema-8288	467	9	e.	e.	PROPN
ajema-8288	467	10	a.	a.	PROPN
ajema-8288	467	11	(	(	PUNCT
ajema-8288	467	12	2024	2024	NUM
ajema-8288	467	13	)	)	PUNCT
ajema-8288	467	14	.	.	PUNCT
ajema-8288	468	1	exploring	explore	VERB
ajema-8288	468	2	sustainable	sustainable	ADJ
ajema-8288	468	3	and	and	CCONJ
ajema-8288	468	4	efficient	efficient	ADJ
ajema-8288	468	5	supply	supply	NOUN
ajema-8288	468	6	chains	chain	VERB
ajema-8288	468	7	innovative	innovative	ADJ
ajema-8288	468	8	models	model	NOUN
ajema-8288	468	9	for	for	ADP
ajema-8288	468	10	electric	electric	ADJ
ajema-8288	468	11	vehicle	vehicle	NOUN
ajema-8288	468	12	parts	part	NOUN
ajema-8288	468	13	distribution	distribution	NOUN
ajema-8288	468	14	.	.	PUNCT
ajema-8288	469	1	https://www.multiresearchjournal.com/admin/uploads/archives/archive-1715276319.pdf	https://www.multiresearchjournal.com/admin/uploads/archives/archive-1715276319.pdf	PROPN
ajema-8288	469	2	28	28	NUM
ajema-8288	469	3	.	.	PUNCT
ajema-8288	470	1	yu	yu	PROPN
ajema-8288	470	2	,	,	PUNCT
ajema-8288	470	3	y.	y.	PROPN
ajema-8288	470	4	,	,	PUNCT
ajema-8288	470	5	xu	xu	PROPN
ajema-8288	470	6	,	,	PUNCT
ajema-8288	470	7	j.	j.	PROPN
ajema-8288	470	8	,	,	PUNCT
ajema-8288	470	9	zhang	zhang	PROPN
ajema-8288	470	10	,	,	PUNCT
ajema-8288	470	11	j.	j.	PROPN
ajema-8288	470	12	z.	z.	PROPN
ajema-8288	470	13	,	,	PUNCT
ajema-8288	470	14	liu	liu	PROPN
ajema-8288	470	15	,	,	PUNCT
ajema-8288	470	16	y.	y.	PROPN
ajema-8288	470	17	d.	d.	PROPN
ajema-8288	470	18	,	,	PUNCT
ajema-8288	470	19	kamal	kamal	PROPN
ajema-8288	470	20	,	,	PUNCT
ajema-8288	470	21	m.	m.	NOUN
ajema-8288	470	22	m.	m.	NOUN
ajema-8288	470	23	,	,	PUNCT
ajema-8288	470	24	&	&	CCONJ
ajema-8288	470	25	cao	cao	PROPN
ajema-8288	470	26	,	,	PUNCT
ajema-8288	470	27	y.	y.	PROPN
ajema-8288	470	28	(	(	PUNCT
ajema-8288	470	29	2024	2024	NUM
ajema-8288	470	30	)	)	PUNCT
ajema-8288	470	31	.	.	PUNCT
ajema-8288	471	1	unleashing	unleash	VERB
ajema-8288	471	2	the	the	DET
ajema-8288	471	3	power	power	NOUN
ajema-8288	471	4	of	of	ADP
ajema-8288	471	5	ai	ai	NOUN
ajema-8288	471	6	in	in	ADP
ajema-8288	471	7	manufacturing	manufacturing	NOUN
ajema-8288	471	8	:	:	PUNCT
ajema-8288	471	9	enhancing	enhance	VERB
ajema-8288	471	10	resilience	resilience	NOUN
ajema-8288	471	11	and	and	CCONJ
ajema-8288	471	12	performance	performance	NOUN
ajema-8288	471	13	through	through	ADP
ajema-8288	471	14	cognitive	cognitive	ADJ
ajema-8288	471	15	insights	insight	NOUN
ajema-8288	471	16	,	,	PUNCT
ajema-8288	471	17	process	process	NOUN
ajema-8288	471	18	automation	automation	NOUN
ajema-8288	471	19	,	,	PUNCT
ajema-8288	471	20	and	and	CCONJ
ajema-8288	471	21	cognitive	cognitive	ADJ
ajema-8288	471	22	engagement	engagement	NOUN
ajema-8288	471	23	.	.	PUNCT
ajema-8288	472	1	international	international	ADJ
ajema-8288	472	2	journal	journal	PROPN
ajema-8288	472	3	of	of	ADP
ajema-8288	472	4	production	production	NOUN
ajema-8288	472	5	economics	economic	NOUN
ajema-8288	472	6	,	,	PUNCT
ajema-8288	472	7	270	270	NUM
ajema-8288	472	8	,	,	PUNCT
ajema-8288	472	9	109175	109175	NUM
ajema-8288	472	10	.	.	PUNCT
ajema-8288	473	1	https://www.sciencedirect.com/science/article/abs/pii/s092552732400032x	https://www.sciencedirect.com/science/article/abs/pii/s092552732400032x	ADV
ajema-8288	473	2	29	29	NUM
ajema-8288	473	3	.	.	PUNCT
ajema-8288	474	1	danach	danach	PROPN
ajema-8288	474	2	,	,	PUNCT
ajema-8288	474	3	k.	k.	PROPN
ajema-8288	474	4	,	,	PUNCT
ajema-8288	474	5	el	el	PROPN
ajema-8288	474	6	dirani	dirani	PROPN
ajema-8288	474	7	,	,	PUNCT
ajema-8288	474	8	a.	a.	PROPN
ajema-8288	474	9	,	,	PUNCT
ajema-8288	474	10	&	&	CCONJ
ajema-8288	474	11	rkein	rkein	PROPN
ajema-8288	474	12	,	,	PUNCT
ajema-8288	474	13	h.	h.	PROPN
ajema-8288	474	14	(	(	PUNCT
ajema-8288	474	15	2024	2024	NUM
ajema-8288	474	16	)	)	PUNCT
ajema-8288	474	17	.	.	PUNCT
ajema-8288	475	1	revolutionizing	revolutionize	VERB
ajema-8288	475	2	supply	supply	NOUN
ajema-8288	475	3	chain	chain	NOUN
ajema-8288	475	4	management	management	NOUN
ajema-8288	475	5	with	with	ADP
ajema-8288	475	6	ai	ai	NOUN
ajema-8288	475	7	:	:	PUNCT
ajema-8288	475	8	a	a	DET
ajema-8288	475	9	path	path	NOUN
ajema-8288	475	10	to	to	ADP
ajema-8288	475	11	efficiency	efficiency	NOUN
ajema-8288	475	12	and	and	CCONJ
ajema-8288	475	13	sustainability	sustainability	NOUN
ajema-8288	475	14	.	.	PUNCT
ajema-8288	476	1	ieee	ieee	NOUN
ajema-8288	476	2	access	access	NOUN
ajema-8288	476	3	.	.	PUNCT
ajema-8288	477	1	https://ieeexplore.ieee.org/abstract/document/10705303	https://ieeexplore.ieee.org/abstract/document/10705303	PROPN
ajema-8288	477	2	30	30	NUM
ajema-8288	477	3	.	.	PUNCT
ajema-8288	478	1	shoomal	shoomal	ADJ
ajema-8288	478	2	,	,	PUNCT
ajema-8288	478	3	a.	a.	NOUN
ajema-8288	478	4	,	,	PUNCT
ajema-8288	478	5	jahanbakht	jahanbakht	PROPN
ajema-8288	478	6	,	,	PUNCT
ajema-8288	478	7	m.	m.	NOUN
ajema-8288	478	8	,	,	PUNCT
ajema-8288	478	9	componation	componation	NOUN
ajema-8288	478	10	,	,	PUNCT
ajema-8288	478	11	p.	p.	PROPN
ajema-8288	478	12	j.	j.	PROPN
ajema-8288	478	13	,	,	PUNCT
ajema-8288	478	14	&	&	CCONJ
ajema-8288	478	15	ozay	ozay	ADV
ajema-8288	478	16	,	,	PUNCT
ajema-8288	478	17	d.	d.	PROPN
ajema-8288	478	18	(	(	PUNCT
ajema-8288	478	19	2024	2024	NUM
ajema-8288	478	20	)	)	PUNCT
ajema-8288	478	21	.	.	PUNCT
ajema-8288	479	1	enhancing	enhance	VERB
ajema-8288	479	2	supply	supply	NOUN
ajema-8288	479	3	chain	chain	NOUN
ajema-8288	479	4	resilience	resilience	NOUN
ajema-8288	479	5	and	and	CCONJ
ajema-8288	479	6	efficiency	efficiency	NOUN
ajema-8288	479	7	through	through	ADP
ajema-8288	479	8	internet	internet	NOUN
ajema-8288	479	9	of	of	ADP
ajema-8288	479	10	things	thing	NOUN
ajema-8288	479	11	integration	integration	NOUN
ajema-8288	479	12	:	:	PUNCT
ajema-8288	479	13	challenges	challenge	NOUN
ajema-8288	479	14	and	and	CCONJ
ajema-8288	479	15	opportunities	opportunity	NOUN
ajema-8288	479	16	.	.	PUNCT
ajema-8288	480	1	internet	internet	NOUN
ajema-8288	480	2	of	of	ADP
ajema-8288	480	3	things	thing	NOUN
ajema-8288	480	4	,	,	PUNCT
ajema-8288	480	5	101324	101324	NUM
ajema-8288	480	6	.	.	PUNCT
ajema-8288	481	1	https://www.sciencedirect.com/science/article/abs/pii/s2542660524002658	https://www.sciencedirect.com/science/article/abs/pii/s2542660524002658	NOUN
ajema-8288	481	2	https://www.mdpi.com/2071-1050/17/1/334	https://www.mdpi.com/2071-1050/17/1/334	VERB
ajema-8288	481	3	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2466062	https://www.tandfonline.com/doi/full/10.1080/00207543.2025.2466062	PRON
ajema-8288	481	4	https://ajates-scholarly.com/index.php/ajates/article/view/9	https://ajates-scholarly.com/index.php/ajates/article/view/9	VERB
ajema-8288	481	5	https://www.emerald.com/insight/content/doi/10.1108/bpmj-03-2024-0171/full/html	https://www.emerald.com/insight/content/doi/10.1108/bpmj-03-2024-0171/full/html	PROPN
ajema-8288	481	6	https://www.tandfonline.com/doi/abs/10.1080/0951192x.2024.2333026	https://www.tandfonline.com/doi/abs/10.1080/0951192x.2024.2333026	NOUN
ajema-8288	481	7	https://www.mdpi.com/2305-6290/8/4/108	https://www.mdpi.com/2305-6290/8/4/108	VERB
ajema-8288	481	8	https://www.mdpi.com/2079-9292/13/13/2624	https://www.mdpi.com/2079-9292/13/13/2624	NOUN
ajema-8288	481	9	https://www.mdpi.com/2305-6290/8/1/27	https://www.mdpi.com/2305-6290/8/1/27	PROPN
ajema-8288	481	10	https://www.multiresearchjournal.com/admin/uploads/archives/archive-1715276319.pdf	https://www.multiresearchjournal.com/admin/uploads/archives/archive-1715276319.pdf	NOUN
ajema-8288	481	11	https://www.sciencedirect.com/science/article/abs/pii/s092552732400032x	https://www.sciencedirect.com/science/article/abs/pii/s092552732400032x	ADV
ajema-8288	481	12	https://ieeexplore.ieee.org/abstract/document/10705303	https://ieeexplore.ieee.org/abstract/document/10705303	NOUN
ajema-8288	481	13	https://www.sciencedirect.com/science/article/abs/pii/s2542660524002658	https://www.sciencedirect.com/science/article/abs/pii/s2542660524002658	PROPN
ajema-8288	481	14	74	74	NUM
ajema-8288	481	15	journal	journal	NOUN
ajema-8288	481	16	of	of	ADP
ajema-8288	481	17	engineering	engineering	NOUN
ajema-8288	481	18	,	,	PUNCT
ajema-8288	481	19	mechanics	mechanic	NOUN
ajema-8288	481	20	and	and	CCONJ
ajema-8288	481	21	architecture	architecture	NOUN
ajema-8288	481	22	www	www	NOUN
ajema-8288	481	23	.	.	PUNCT
ajema-8288	482	1	grnjournal.us	grnjournal.us	X
ajema-8288	482	2	31	31	NUM
ajema-8288	482	3	.	.	PUNCT
ajema-8288	483	1	ma	ma	PROPN
ajema-8288	483	2	,	,	PUNCT
ajema-8288	483	3	l.	l.	PROPN
ajema-8288	483	4	,	,	PUNCT
ajema-8288	483	5	&	&	CCONJ
ajema-8288	483	6	chang	chang	PROPN
ajema-8288	483	7	,	,	PUNCT
ajema-8288	483	8	r.	r.	PROPN
ajema-8288	483	9	(	(	PUNCT
ajema-8288	483	10	2024	2024	NUM
ajema-8288	483	11	)	)	PUNCT
ajema-8288	483	12	.	.	PUNCT
ajema-8288	484	1	how	how	SCONJ
ajema-8288	484	2	big	big	ADJ
ajema-8288	484	3	data	datum	NOUN
ajema-8288	484	4	analytics	analytic	NOUN
ajema-8288	484	5	and	and	CCONJ
ajema-8288	484	6	artificial	artificial	ADJ
ajema-8288	484	7	intelligence	intelligence	NOUN
ajema-8288	484	8	facilitate	facilitate	NOUN
ajema-8288	484	9	digital	digital	ADJ
ajema-8288	484	10	supply	supply	NOUN
ajema-8288	484	11	chain	chain	NOUN
ajema-8288	484	12	transformation	transformation	NOUN
ajema-8288	484	13	:	:	PUNCT
ajema-8288	484	14	the	the	DET
ajema-8288	484	15	role	role	NOUN
ajema-8288	484	16	of	of	ADP
ajema-8288	484	17	integration	integration	NOUN
ajema-8288	484	18	and	and	CCONJ
ajema-8288	484	19	agility	agility	NOUN
ajema-8288	484	20	.	.	PUNCT
ajema-8288	485	1	management	management	NOUN
ajema-8288	485	2	decision	decision	NOUN
ajema-8288	485	3	.	.	PUNCT
ajema-8288	486	1	https://www.emerald.com/insight/content/doi/10.1108/md-10-2023-1822/full/html	https://www.emerald.com/insight/content/doi/10.1108/md-10-2023-1822/full/html	ADV
ajema-8288	486	2	32	32	NUM
ajema-8288	486	3	.	.	PUNCT
ajema-8288	487	1	zhen	zhen	PROPN
ajema-8288	487	2	,	,	PUNCT
ajema-8288	487	3	z.	z.	PROPN
ajema-8288	487	4	,	,	PUNCT
ajema-8288	487	5	&	&	CCONJ
ajema-8288	487	6	yao	yao	PROPN
ajema-8288	487	7	,	,	PUNCT
ajema-8288	487	8	y.	y.	PROPN
ajema-8288	487	9	(	(	PUNCT
ajema-8288	487	10	2024	2024	NUM
ajema-8288	487	11	)	)	PUNCT
ajema-8288	487	12	.	.	PUNCT
ajema-8288	488	1	the	the	DET
ajema-8288	488	2	confluence	confluence	NOUN
ajema-8288	488	3	of	of	ADP
ajema-8288	488	4	digital	digital	ADJ
ajema-8288	488	5	twin	twin	ADJ
ajema-8288	488	6	and	and	CCONJ
ajema-8288	488	7	blockchan	blockchan	NOUN
ajema-8288	488	8	technologies	technology	NOUN
ajema-8288	488	9	in	in	ADP
ajema-8288	488	10	industry	industry	NOUN
ajema-8288	488	11	5.0	5.0	NUM
ajema-8288	488	12	:	:	PUNCT
ajema-8288	488	13	transforming	transform	VERB
ajema-8288	488	14	supply	supply	NOUN
ajema-8288	488	15	chain	chain	NOUN
ajema-8288	488	16	management	management	NOUN
ajema-8288	488	17	for	for	ADP
ajema-8288	488	18	innovation	innovation	NOUN
ajema-8288	488	19	and	and	CCONJ
ajema-8288	488	20	sustainability	sustainability	NOUN
ajema-8288	488	21	.	.	PUNCT
ajema-8288	489	1	journal	journal	NOUN
ajema-8288	489	2	of	of	ADP
ajema-8288	489	3	the	the	DET
ajema-8288	489	4	knowledge	knowledge	NOUN
ajema-8288	489	5	economy	economy	NOUN
ajema-8288	489	6	,	,	PUNCT
ajema-8288	489	7	1	1	NUM
ajema-8288	489	8	-	-	SYM
ajema-8288	489	9	27	27	NUM
ajema-8288	489	10	.	.	PUNCT
ajema-8288	490	1	https://link.springer.com/article/10.1007/s13132-024-02151-0	https://link.springer.com/article/10.1007/s13132-024-02151-0	ADJ
ajema-8288	490	2	33	33	NUM
ajema-8288	490	3	.	.	PUNCT
ajema-8288	491	1	junaid	junaid	PROPN
ajema-8288	491	2	,	,	PUNCT
ajema-8288	491	3	m.	m.	NOUN
ajema-8288	491	4	,	,	PUNCT
ajema-8288	491	5	du	du	PROPN
ajema-8288	491	6	,	,	PUNCT
ajema-8288	491	7	j.	j.	PROPN
ajema-8288	491	8	,	,	PUNCT
ajema-8288	491	9	mubarik	mubarik	PROPN
ajema-8288	491	10	,	,	PUNCT
ajema-8288	491	11	m.	m.	NOUN
ajema-8288	491	12	s.	s.	PROPN
ajema-8288	491	13	,	,	PUNCT
ajema-8288	491	14	&	&	CCONJ
ajema-8288	491	15	shahzad	shahzad	PROPN
ajema-8288	491	16	,	,	PUNCT
ajema-8288	491	17	f.	f.	PROPN
ajema-8288	491	18	(	(	PUNCT
ajema-8288	491	19	2024	2024	NUM
ajema-8288	491	20	)	)	PUNCT
ajema-8288	491	21	.	.	PUNCT
ajema-8288	492	1	creating	create	VERB
ajema-8288	492	2	a	a	DET
ajema-8288	492	3	sustainable	sustainable	ADJ
ajema-8288	492	4	future	future	NOUN
ajema-8288	492	5	through	through	ADP
ajema-8288	492	6	industry	industry	NOUN
ajema-8288	492	7	4.0	4.0	NUM
ajema-8288	492	8	technologies	technology	NOUN
ajema-8288	492	9	:	:	PUNCT
ajema-8288	492	10	untying	untie	VERB
ajema-8288	492	11	the	the	DET
ajema-8288	492	12	role	role	NOUN
ajema-8288	492	13	of	of	ADP
ajema-8288	492	14	circular	circular	ADJ
ajema-8288	492	15	economy	economy	NOUN
ajema-8288	492	16	practices	practice	NOUN
ajema-8288	492	17	and	and	CCONJ
ajema-8288	492	18	supply	supply	NOUN
ajema-8288	492	19	chain	chain	NOUN
ajema-8288	492	20	visibility	visibility	NOUN
ajema-8288	492	21	.	.	PUNCT
ajema-8288	493	1	business	business	NOUN
ajema-8288	493	2	strategy	strategy	NOUN
ajema-8288	493	3	and	and	CCONJ
ajema-8288	493	4	the	the	DET
ajema-8288	493	5	environment	environment	NOUN
ajema-8288	493	6	,	,	PUNCT
ajema-8288	493	7	33(6	33(6	PROPN
ajema-8288	493	8	)	)	PUNCT
ajema-8288	493	9	,	,	PUNCT
ajema-8288	493	10	5753	5753	NUM
ajema-8288	493	11	-	-	SYM
ajema-8288	493	12	5775	5775	NUM
ajema-8288	493	13	.	.	PUNCT
ajema-8288	494	1	https://onlinelibrary.wiley.com/doi/abs/10.1002/bse.3777	https://onlinelibrary.wiley.com/doi/abs/10.1002/bse.3777	PROPN
ajema-8288	494	2	34	34	NUM
ajema-8288	494	3	.	.	PUNCT
ajema-8288	495	1	popa	popa	PROPN
ajema-8288	495	2	,	,	PUNCT
ajema-8288	495	3	d.	d.	PROPN
ajema-8288	495	4	c.	c.	PROPN
ajema-8288	495	5	,	,	PUNCT
ajema-8288	495	6	&	&	CCONJ
ajema-8288	495	7	szabó	szabó	PROPN
ajema-8288	495	8	,	,	PUNCT
ajema-8288	495	9	l.	l.	PROPN
ajema-8288	495	10	(	(	PUNCT
ajema-8288	495	11	2025	2025	NUM
ajema-8288	495	12	)	)	PUNCT
ajema-8288	495	13	.	.	PUNCT
ajema-8288	496	1	overcoming	overcome	VERB
ajema-8288	496	2	catch-22	catch-22	PROPN
ajema-8288	496	3	for	for	ADP
ajema-8288	496	4	rare	rare	ADJ
ajema-8288	496	5	earth	earth	NOUN
ajema-8288	496	6	metals	metal	NOUN
ajema-8288	496	7	in	in	ADP
ajema-8288	496	8	green	green	ADJ
ajema-8288	496	9	transition	transition	NOUN
ajema-8288	496	10	:	:	PUNCT
ajema-8288	496	11	solutions	solution	NOUN
ajema-8288	496	12	in	in	ADP
ajema-8288	496	13	electrical	electrical	ADJ
ajema-8288	496	14	machine	machine	NOUN
ajema-8288	496	15	manufacturing	manufacturing	NOUN
ajema-8288	496	16	.	.	PUNCT
ajema-8288	497	1	renewable	renewable	ADJ
ajema-8288	497	2	and	and	CCONJ
ajema-8288	497	3	sustainable	sustainable	ADJ
ajema-8288	497	4	energy	energy	NOUN
ajema-8288	497	5	reviews	review	NOUN
ajema-8288	497	6	,	,	PUNCT
ajema-8288	497	7	207	207	NUM
ajema-8288	497	8	,	,	PUNCT
ajema-8288	497	9	114917	114917	NUM
ajema-8288	497	10	.	.	PUNCT
ajema-8288	498	1	https://www.sciencedirect.com/science/article/pii/s1364032124006439	https://www.sciencedirect.com/science/article/pii/s1364032124006439	PROPN
ajema-8288	498	2	35	35	NUM
ajema-8288	498	3	.	.	PUNCT
ajema-8288	499	1	kazancoglu	kazancoglu	PROPN
ajema-8288	499	2	,	,	PUNCT
ajema-8288	499	3	y.	y.	PROPN
ajema-8288	499	4	,	,	PUNCT
ajema-8288	499	5	mangla	mangla	PROPN
ajema-8288	499	6	,	,	PUNCT
ajema-8288	499	7	s.	s.	PROPN
ajema-8288	499	8	k.	k.	PROPN
ajema-8288	499	9	,	,	PUNCT
ajema-8288	499	10	berberoglu	berberoglu	NOUN
ajema-8288	499	11	,	,	PUNCT
ajema-8288	499	12	y.	y.	NOUN
ajema-8288	499	13	,	,	PUNCT
ajema-8288	499	14	lafci	lafci	NOUN
ajema-8288	499	15	,	,	PUNCT
ajema-8288	499	16	c.	c.	PROPN
ajema-8288	499	17	,	,	PUNCT
ajema-8288	499	18	&	&	CCONJ
ajema-8288	499	19	madaan	madaan	PROPN
ajema-8288	499	20	,	,	PUNCT
ajema-8288	499	21	j.	j.	PROPN
ajema-8288	499	22	(	(	PUNCT
ajema-8288	499	23	2024	2024	NUM
ajema-8288	499	24	)	)	PUNCT
ajema-8288	499	25	.	.	PUNCT
ajema-8288	500	1	towards	towards	ADP
ajema-8288	500	2	industry	industry	NOUN
ajema-8288	500	3	5.0	5.0	NUM
ajema-8288	500	4	challenges	challenge	NOUN
ajema-8288	500	5	for	for	ADP
ajema-8288	500	6	the	the	DET
ajema-8288	500	7	textile	textile	NOUN
ajema-8288	500	8	and	and	CCONJ
ajema-8288	500	9	apparel	apparel	NOUN
ajema-8288	500	10	supply	supply	NOUN
ajema-8288	500	11	chain	chain	NOUN
ajema-8288	500	12	for	for	ADP
ajema-8288	500	13	the	the	DET
ajema-8288	500	14	smart	smart	ADJ
ajema-8288	500	15	,	,	PUNCT
ajema-8288	500	16	sustainable	sustainable	ADJ
ajema-8288	500	17	,	,	PUNCT
ajema-8288	500	18	and	and	CCONJ
ajema-8288	500	19	collaborative	collaborative	ADJ
ajema-8288	500	20	industry	industry	NOUN
ajema-8288	500	21	in	in	ADP
ajema-8288	500	22	emerging	emerge	VERB
ajema-8288	500	23	economies	economy	NOUN
ajema-8288	500	24	.	.	PUNCT
ajema-8288	501	1	information	information	NOUN
ajema-8288	501	2	systems	system	NOUN
ajema-8288	501	3	frontiers	frontier	NOUN
ajema-8288	501	4	,	,	PUNCT
ajema-8288	501	5	26(5	26(5	NUM
ajema-8288	501	6	)	)	PUNCT
ajema-8288	501	7	,	,	PUNCT
ajema-8288	501	8	18571872	18571872	NUM
ajema-8288	501	9	.	.	PUNCT
ajema-8288	502	1	https://link.springer.com/article/10.1007/s10796-023-10430-5	https://link.springer.com/article/10.1007/s10796-023-10430-5	PROPN
ajema-8288	502	2	36	36	NUM
ajema-8288	502	3	.	.	PUNCT
ajema-8288	503	1	çimen	çiman	NOUN
ajema-8288	503	2	,	,	PUNCT
ajema-8288	503	3	m.	m.	NOUN
ajema-8288	503	4	,	,	PUNCT
ajema-8288	503	5	benli	benli	NOUN
ajema-8288	503	6	,	,	PUNCT
ajema-8288	503	7	d.	d.	PROPN
ajema-8288	503	8	,	,	PUNCT
ajema-8288	503	9	i̇biş	i̇biş	PROPN
ajema-8288	503	10	bozyel	bozyel	PROPN
ajema-8288	503	11	,	,	PUNCT
ajema-8288	503	12	m.	m.	NOUN
ajema-8288	503	13	,	,	PUNCT
ajema-8288	503	14	&	&	CCONJ
ajema-8288	503	15	soysal	soysal	PROPN
ajema-8288	503	16	,	,	PUNCT
ajema-8288	503	17	m.	m.	NOUN
ajema-8288	503	18	(	(	PUNCT
ajema-8288	503	19	2024	2024	NUM
ajema-8288	503	20	)	)	PUNCT
ajema-8288	503	21	.	.	PUNCT
ajema-8288	504	1	a	a	DET
ajema-8288	504	2	review	review	NOUN
ajema-8288	504	3	on	on	ADP
ajema-8288	504	4	sustainability	sustainability	NOUN
ajema-8288	504	5	,	,	PUNCT
ajema-8288	504	6	industry	industry	NOUN
ajema-8288	504	7	4.0	4.0	NUM
ajema-8288	504	8	and	and	CCONJ
ajema-8288	504	9	collaboration	collaboration	NOUN
ajema-8288	504	10	implications	implication	NOUN
ajema-8288	504	11	in	in	ADP
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ajema-8288	505	8	35(3	35(3	NUM
ajema-8288	505	9	)	)	PUNCT
ajema-8288	505	10	,	,	PUNCT
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ajema-8288	505	12	-	-	SYM
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ajema-8288	506	3	.	.	PUNCT
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ajema-8288	507	11	)	)	PUNCT
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ajema-8288	508	1	a	a	DET
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ajema-8288	508	10	4.0	4.0	NUM
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ajema-8288	508	12	in	in	ADP
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ajema-8288	508	15	.	.	PUNCT
ajema-8288	509	1	journal	journal	PROPN
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ajema-8288	509	5	technology	technology	NOUN
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ajema-8288	509	7	management	management	NOUN
ajema-8288	509	8	.	.	PUNCT
ajema-8288	510	1	https://www.emerald.com/insight/content/doi/10.1108/jstpm-07-2023-0112/full/html	https://www.emerald.com/insight/content/doi/10.1108/jstpm-07-2023-0112/full/html	X
ajema-8288	510	2	38	38	NUM
ajema-8288	510	3	.	.	PUNCT
ajema-8288	511	1	zhao	zhao	PROPN
ajema-8288	511	2	,	,	PUNCT
ajema-8288	511	3	y.	y.	PROPN
ajema-8288	511	4	,	,	PUNCT
ajema-8288	511	5	said	say	VERB
ajema-8288	511	6	,	,	PUNCT
ajema-8288	511	7	r.	r.	PROPN
ajema-8288	511	8	,	,	PUNCT
ajema-8288	511	9	ismail	ismail	PROPN
ajema-8288	511	10	,	,	PUNCT
ajema-8288	511	11	n.	n.	PROPN
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ajema-8288	511	13	,	,	PUNCT
ajema-8288	511	14	&	&	CCONJ
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ajema-8288	511	16	,	,	PUNCT
ajema-8288	511	17	h.	h.	PROPN
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ajema-8288	511	19	(	(	PUNCT
ajema-8288	511	20	2024	2024	NUM
ajema-8288	511	21	)	)	PUNCT
ajema-8288	511	22	.	.	PUNCT
ajema-8288	512	1	impact	impact	NOUN
ajema-8288	512	2	of	of	ADP
ajema-8288	512	3	industrial	industrial	ADJ
ajema-8288	512	4	robot	robot	NOUN
ajema-8288	512	5	on	on	ADP
ajema-8288	512	6	labour	labour	PROPN
ajema-8288	512	7	productivity	productivity	NOUN
ajema-8288	512	8	:	:	PUNCT
ajema-8288	512	9	empirical	empirical	ADJ
ajema-8288	512	10	study	study	NOUN
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ajema-8288	512	12	on	on	ADP
ajema-8288	512	13	industry	industry	NOUN
ajema-8288	512	14	panel	panel	NOUN
ajema-8288	512	15	data	datum	NOUN
ajema-8288	512	16	.	.	PUNCT
ajema-8288	513	1	innovation	innovation	NOUN
ajema-8288	513	2	and	and	CCONJ
ajema-8288	513	3	green	green	ADJ
ajema-8288	513	4	development	development	NOUN
ajema-8288	513	5	,	,	PUNCT
ajema-8288	513	6	3(2	3(2	NUM
ajema-8288	513	7	)	)	PUNCT
ajema-8288	513	8	,	,	PUNCT
ajema-8288	513	9	100148	100148	NUM
ajema-8288	513	10	.	.	PUNCT
ajema-8288	514	1	https://www.sciencedirect.com/science/article/pii/s2949753124000250	https://www.sciencedirect.com/science/article/pii/s2949753124000250	ADJ
ajema-8288	514	2	39	39	NUM
ajema-8288	514	3	.	.	PUNCT
ajema-8288	515	1	shovon	shovon	PROPN
ajema-8288	515	2	,	,	PUNCT
ajema-8288	515	3	m.	m.	NOUN
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ajema-8288	515	6	,	,	PUNCT
ajema-8288	515	7	amjad	amjad	PROPN
ajema-8288	515	8	,	,	PUNCT
ajema-8288	515	9	m.	m.	PROPN
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ajema-8288	515	12	,	,	PUNCT
ajema-8288	515	13	&	&	CCONJ
ajema-8288	515	14	hasan	hasan	PROPN
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ajema-8288	515	20	(	(	PUNCT
ajema-8288	515	21	2024	2024	NUM
ajema-8288	515	22	)	)	PUNCT
ajema-8288	515	23	.	.	PUNCT
ajema-8288	516	1	examining	examine	VERB
ajema-8288	516	2	the	the	DET
ajema-8288	516	3	integration	integration	NOUN
ajema-8288	516	4	of	of	ADP
ajema-8288	516	5	industry	industry	NOUN
ajema-8288	516	6	4.0	4.0	NUM
ajema-8288	516	7	technologies	technology	NOUN
ajema-8288	516	8	in	in	ADP
ajema-8288	516	9	manufacturing	manufacturing	NOUN
ajema-8288	516	10	.	.	PUNCT
ajema-8288	517	1	academic	academic	ADJ
ajema-8288	517	2	journal	journal	NOUN
ajema-8288	517	3	on	on	ADP
ajema-8288	517	4	science	science	NOUN
ajema-8288	517	5	,	,	PUNCT
ajema-8288	517	6	technology	technology	NOUN
ajema-8288	517	7	,	,	PUNCT
ajema-8288	517	8	engineering	engineering	NOUN
ajema-8288	517	9	&	&	CCONJ
ajema-8288	517	10	mathematics	mathematics	PROPN
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ajema-8288	517	12	,	,	PUNCT
ajema-8288	517	13	4(04	4(04	NUM
ajema-8288	517	14	)	)	PUNCT
ajema-8288	517	15	,	,	PUNCT
ajema-8288	517	16	112	112	NUM
ajema-8288	517	17	-	-	SYM
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ajema-8288	517	19	.	.	PUNCT
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ajema-8288	518	7	-	-	PUNCT
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ajema-8288	518	9	-	-	PUNCT
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ajema-8288	518	11	-	-	PUNCT
ajema-8288	518	12	industry-40	industry-40	NOUN
ajema-8288	518	13	-	-	PUNCT
ajema-8288	518	14	technologies	technology	NOUN
ajema-8288	518	15	-	-	PUNCT
ajema-8288	518	16	in	in	ADP
ajema-8288	518	17	-	-	PUNCT
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ajema-8288	518	20	.	.	PUNCT
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ajema-8288	519	2	,	,	PUNCT
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ajema-8288	519	5	,	,	PUNCT
ajema-8288	519	6	kanike	kanike	PROPN
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ajema-8288	519	8	u.	u.	PROPN
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ajema-8288	519	18	,	,	PUNCT
ajema-8288	519	19	d.	d.	PROPN
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ajema-8288	519	22	.	.	PUNCT
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ajema-8288	520	1	(	(	PUNCT
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ajema-8288	520	3	)	)	PUNCT
ajema-8288	520	4	.	.	PUNCT
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ajema-8288	521	9	chain	chain	NOUN
ajema-8288	521	10	.	.	PUNCT
ajema-8288	522	1	igi	igi	PROPN
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ajema-8288	523	10	https://www.sciencedirect.com/science/article/pii/s2949753124000250	https://www.sciencedirect.com/science/article/pii/s2949753124000250	ADJ
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ajema-8288	523	16	https://books.google.co.in/books?hl=en&lr=&id=2nzzeaaaqbaj&oi=fnd&pg=pr1&dq=exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+management+in+manufacturing+industries&ots=m_vxlngidf&sig=yjfrknmuecdqyyjqvm8_gjptwrs&redir_esc=y#v=onepage&q&f=false	https://books.google.co.in/books?hl=en&lr=&id=2nzzeaaaqbaj&oi=fnd&pg=pr1&dq=exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+management+in+manufacturing+industries&ots=m_vxlngidf&sig=yjfrknmuecdqyyjqvm8_gjptwrs&redir_esc=y#v=onepage&q&f=false	ADJ
ajema-8288	523	17	75	75	NUM
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ajema-8288	528	2	42	42	NUM
ajema-8288	528	3	.	.	PUNCT
ajema-8288	529	1	barakat	barakat	PROPN
ajema-8288	529	2	,	,	PUNCT
ajema-8288	529	3	w.	w.	PROPN
ajema-8288	529	4	a.	a.	PROPN
ajema-8288	529	5	(	(	PUNCT
ajema-8288	529	6	2024	2024	NUM
ajema-8288	529	7	)	)	PUNCT
ajema-8288	529	8	.	.	PUNCT
ajema-8288	530	1	an	an	DET
ajema-8288	530	2	examination	examination	NOUN
ajema-8288	530	3	of	of	ADP
ajema-8288	530	4	emerging	emerge	VERB
ajema-8288	530	5	technologies	technology	NOUN
ajema-8288	530	6	in	in	ADP
ajema-8288	530	7	supply	supply	NOUN
ajema-8288	530	8	chain	chain	NOUN
ajema-8288	530	9	management	management	NOUN
ajema-8288	530	10	and	and	CCONJ
ajema-8288	530	11	their	their	PRON
ajema-8288	530	12	impacts	impact	NOUN
ajema-8288	530	13	on	on	ADP
ajema-8288	530	14	efficiency	efficiency	NOUN
ajema-8288	530	15	in	in	ADP
ajema-8288	530	16	the	the	DET
ajema-8288	530	17	automotive	automotive	ADJ
ajema-8288	530	18	industry	industry	NOUN
ajema-8288	530	19	(	(	PUNCT
ajema-8288	530	20	doctoral	doctoral	ADJ
ajema-8288	530	21	dissertation	dissertation	NOUN
ajema-8288	530	22	,	,	PUNCT
ajema-8288	530	23	pepperdine	pepperdine	PROPN
ajema-8288	530	24	university	university	PROPN
ajema-8288	530	25	)	)	PUNCT
ajema-8288	530	26	.	.	PUNCT
ajema-8288	531	1	https://www.proquest.com/openview/31a4ea0d8dacd77e50f34d4d1b09aa75/1?pqorigsite=gscholar&cbl=18750&diss=y	https://www.proquest.com/openview/31a4ea0d8dacd77e50f34d4d1b09aa75/1?pqorigsite=gscholar&cbl=18750&diss=y	X
ajema-8288	532	1	43	43	NUM
ajema-8288	532	2	.	.	PUNCT
ajema-8288	532	3	ghadge	ghadge	NOUN
ajema-8288	532	4	,	,	PUNCT
ajema-8288	532	5	a.	a.	NOUN
ajema-8288	532	6	,	,	PUNCT
ajema-8288	532	7	mogale	mogale	PROPN
ajema-8288	532	8	,	,	PUNCT
ajema-8288	532	9	d.	d.	PROPN
ajema-8288	532	10	g.	g.	PROPN
ajema-8288	532	11	,	,	PUNCT
ajema-8288	532	12	bourlakis	bourlakis	PROPN
ajema-8288	532	13	,	,	PUNCT
ajema-8288	532	14	m.	m.	NOUN
ajema-8288	532	15	,	,	PUNCT
ajema-8288	532	16	maiyar	maiyar	PROPN
ajema-8288	532	17	,	,	PUNCT
ajema-8288	532	18	l.	l.	PROPN
ajema-8288	532	19	m.	m.	PROPN
ajema-8288	532	20	,	,	PUNCT
ajema-8288	532	21	&	&	CCONJ
ajema-8288	532	22	moradlou	moradlou	NOUN
ajema-8288	532	23	,	,	PUNCT
ajema-8288	532	24	h.	h.	PROPN
ajema-8288	532	25	(	(	PUNCT
ajema-8288	532	26	2022	2022	NUM
ajema-8288	532	27	)	)	PUNCT
ajema-8288	532	28	.	.	PUNCT
ajema-8288	533	1	link	link	NOUN
ajema-8288	533	2	between	between	ADP
ajema-8288	533	3	industry	industry	NOUN
ajema-8288	533	4	4.0	4.0	NUM
ajema-8288	533	5	and	and	CCONJ
ajema-8288	533	6	green	green	ADJ
ajema-8288	533	7	supply	supply	NOUN
ajema-8288	533	8	chain	chain	NOUN
ajema-8288	533	9	management	management	NOUN
ajema-8288	533	10	:	:	PUNCT
ajema-8288	533	11	evidence	evidence	NOUN
ajema-8288	533	12	from	from	ADP
ajema-8288	533	13	the	the	DET
ajema-8288	533	14	automotive	automotive	ADJ
ajema-8288	533	15	industry	industry	NOUN
ajema-8288	533	16	.	.	PUNCT
ajema-8288	534	1	computers	computer	NOUN
ajema-8288	534	2	&	&	CCONJ
ajema-8288	534	3	industrial	industrial	ADJ
ajema-8288	534	4	engineering	engineering	NOUN
ajema-8288	534	5	,	,	PUNCT
ajema-8288	534	6	169	169	NUM
ajema-8288	534	7	,	,	PUNCT
ajema-8288	534	8	108303	108303	NUM
ajema-8288	534	9	.	.	PUNCT
ajema-8288	535	1	https://www.sciencedirect.com/science/article/pii/s036083522200362x	https://www.sciencedirect.com/science/article/pii/s036083522200362x	PROPN
ajema-8288	535	2	44	44	NUM
ajema-8288	535	3	.	.	PUNCT
ajema-8288	536	1	zhang	zhang	PROPN
ajema-8288	536	2	,	,	PUNCT
ajema-8288	536	3	g.	g.	PROPN
ajema-8288	536	4	,	,	PUNCT
ajema-8288	536	5	yang	yang	PROPN
ajema-8288	536	6	,	,	PUNCT
ajema-8288	536	7	y.	y.	PROPN
ajema-8288	536	8	,	,	PUNCT
ajema-8288	536	9	&	&	CCONJ
ajema-8288	536	10	yang	yang	PROPN
ajema-8288	536	11	,	,	PUNCT
ajema-8288	536	12	g.	g.	PROPN
ajema-8288	536	13	(	(	PUNCT
ajema-8288	536	14	2023	2023	NUM
ajema-8288	536	15	)	)	PUNCT
ajema-8288	536	16	.	.	PUNCT
ajema-8288	537	1	smart	smart	ADJ
ajema-8288	537	2	supply	supply	NOUN
ajema-8288	537	3	chain	chain	NOUN
ajema-8288	537	4	management	management	NOUN
ajema-8288	537	5	in	in	ADP
ajema-8288	537	6	industry	industry	NOUN
ajema-8288	537	7	4.0	4.0	NUM
ajema-8288	537	8	:	:	PUNCT
ajema-8288	537	9	the	the	DET
ajema-8288	537	10	review	review	NOUN
ajema-8288	537	11	,	,	PUNCT
ajema-8288	537	12	research	research	NOUN
ajema-8288	537	13	agenda	agenda	NOUN
ajema-8288	537	14	and	and	CCONJ
ajema-8288	537	15	strategies	strategy	NOUN
ajema-8288	537	16	in	in	ADP
ajema-8288	537	17	north	north	PROPN
ajema-8288	537	18	america	america	PROPN
ajema-8288	537	19	.	.	PUNCT
ajema-8288	538	1	annals	annal	NOUN
ajema-8288	538	2	of	of	ADP
ajema-8288	538	3	operations	operation	NOUN
ajema-8288	538	4	research	research	NOUN
ajema-8288	538	5	,	,	PUNCT
ajema-8288	538	6	322(2	322(2	NUM
ajema-8288	538	7	)	)	PUNCT
ajema-8288	538	8	,	,	PUNCT
ajema-8288	538	9	1075	1075	NUM
ajema-8288	538	10	-	-	SYM
ajema-8288	538	11	1117	1117	NUM
ajema-8288	538	12	.	.	PUNCT
ajema-8288	539	1	https://link.springer.com/article/10.1007/s10479-022-04689-1	https://link.springer.com/article/10.1007/s10479-022-04689-1	NOUN
ajema-8288	539	2	45	45	NUM
ajema-8288	539	3	.	.	PUNCT
ajema-8288	540	1	esmaeilian	esmaeilian	PROPN
ajema-8288	540	2	,	,	PUNCT
ajema-8288	540	3	b.	b.	PROPN
ajema-8288	540	4	,	,	PUNCT
ajema-8288	540	5	sarkis	sarkis	PROPN
ajema-8288	540	6	,	,	PUNCT
ajema-8288	540	7	j.	j.	PROPN
ajema-8288	540	8	,	,	PUNCT
ajema-8288	540	9	lewis	lewis	PROPN
ajema-8288	540	10	,	,	PUNCT
ajema-8288	540	11	k.	k.	PROPN
ajema-8288	540	12	,	,	PUNCT
ajema-8288	540	13	&	&	CCONJ
ajema-8288	540	14	behdad	behdad	PROPN
ajema-8288	540	15	,	,	PUNCT
ajema-8288	540	16	s.	s.	PROPN
ajema-8288	540	17	(	(	PUNCT
ajema-8288	540	18	2020	2020	NUM
ajema-8288	540	19	)	)	PUNCT
ajema-8288	540	20	.	.	PUNCT
ajema-8288	541	1	blockchain	blockchain	PROPN
ajema-8288	541	2	for	for	ADP
ajema-8288	541	3	the	the	DET
ajema-8288	541	4	future	future	NOUN
ajema-8288	541	5	of	of	ADP
ajema-8288	541	6	sustainable	sustainable	ADJ
ajema-8288	541	7	supply	supply	NOUN
ajema-8288	541	8	chain	chain	NOUN
ajema-8288	541	9	management	management	NOUN
ajema-8288	541	10	in	in	ADP
ajema-8288	541	11	industry	industry	NOUN
ajema-8288	541	12	4.0	4.0	NUM
ajema-8288	541	13	.	.	PUNCT
ajema-8288	542	1	resources	resource	NOUN
ajema-8288	542	2	,	,	PUNCT
ajema-8288	542	3	conservation	conservation	NOUN
ajema-8288	542	4	and	and	CCONJ
ajema-8288	542	5	recycling	recycling	NOUN
ajema-8288	542	6	,	,	PUNCT
ajema-8288	542	7	163	163	NUM
ajema-8288	542	8	,	,	PUNCT
ajema-8288	542	9	105064	105064	NUM
ajema-8288	542	10	.	.	PUNCT
ajema-8288	543	1	https://www.sciencedirect.com/science/article/abs/pii/s0921344920303815	https://www.sciencedirect.com/science/article/abs/pii/s0921344920303815	PROPN
ajema-8288	543	2	46	46	NUM
ajema-8288	543	3	.	.	PUNCT
ajema-8288	543	4	greeff	greeff	PROPN
ajema-8288	543	5	,	,	PUNCT
ajema-8288	543	6	g.	g.	PROPN
ajema-8288	543	7	,	,	PUNCT
ajema-8288	543	8	&	&	CCONJ
ajema-8288	543	9	ghoshal	ghoshal	PROPN
ajema-8288	543	10	,	,	PUNCT
ajema-8288	543	11	r.	r.	PROPN
ajema-8288	543	12	(	(	PUNCT
ajema-8288	543	13	2004	2004	NUM
ajema-8288	543	14	)	)	PUNCT
ajema-8288	543	15	.	.	PUNCT
ajema-8288	544	1	practical	practical	ADJ
ajema-8288	544	2	e	e	NOUN
ajema-8288	544	3	-	-	NOUN
ajema-8288	544	4	manufacturing	manufacturing	ADJ
ajema-8288	544	5	and	and	CCONJ
ajema-8288	544	6	supply	supply	NOUN
ajema-8288	544	7	chain	chain	NOUN
ajema-8288	544	8	management	management	NOUN
ajema-8288	544	9	.	.	PUNCT
ajema-8288	545	1	elsevier	elsevier	NOUN
ajema-8288	545	2	.	.	PUNCT
ajema-8288	546	1	https://books.google.co.in/books?hl=en&lr=&id=vclj5vyc5quc&oi=fnd&pg=pp1&dq=e	https://books.google.co.in/books?hl=en&lr=&id=vclj5vyc5quc&oi=fnd&pg=pp1&dq=e	DET
ajema-8288	546	2	xploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manage	xploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manage	NOUN
ajema-8288	546	3	ment+in+manufacturing+industries+books&ots	ment+in+manufacturing+industries+books&ot	NOUN
ajema-8288	546	4	=	=	NOUN
ajema-8288	546	5	czkhtl0phs&sig	czkhtl0phs&sig	NOUN
ajema-8288	546	6	=	=	NOUN
ajema-8288	546	7	wlm24zvmudinqxl7	wlm24zvmudinqxl7	NOUN
ajema-8288	546	8	7rvynmmy60s&redir_esc	7rvynmmy60s&redir_esc	X
ajema-8288	546	9	=	=	NOUN
ajema-8288	546	10	y#v	y#v	NOUN
ajema-8288	546	11	=	=	SYM
ajema-8288	546	12	onepage&q&f	onepage&q&f	NOUN
ajema-8288	546	13	=	=	NOUN
ajema-8288	546	14	false	false	ADJ
ajema-8288	546	15	47	47	NUM
ajema-8288	546	16	.	.	PUNCT
ajema-8288	547	1	sanders	sander	NOUN
ajema-8288	547	2	,	,	PUNCT
ajema-8288	547	3	n.	n.	PROPN
ajema-8288	547	4	r.	r.	PROPN
ajema-8288	547	5	(	(	PUNCT
ajema-8288	547	6	2025	2025	NUM
ajema-8288	547	7	)	)	PUNCT
ajema-8288	547	8	.	.	PUNCT
ajema-8288	548	1	supply	supply	NOUN
ajema-8288	548	2	chain	chain	NOUN
ajema-8288	548	3	management	management	NOUN
ajema-8288	548	4	:	:	PUNCT
ajema-8288	548	5	a	a	DET
ajema-8288	548	6	global	global	ADJ
ajema-8288	548	7	perspective	perspective	NOUN
ajema-8288	548	8	.	.	PUNCT
ajema-8288	549	1	john	john	PROPN
ajema-8288	549	2	wiley	wiley	PROPN
ajema-8288	549	3	&	&	CCONJ
ajema-8288	549	4	sons	son	NOUN
ajema-8288	549	5	.	.	PUNCT
ajema-8288	550	1	https://books.google.co.in/books?hl=en&lr=&id=dmsseqaaqbaj&oi=fnd&pg=pr11&dq	https://books.google.co.in/books?hl=en&lr=&id=dmsseqaaqbaj&oi=fnd&pg=pr11&dq	PROPN
ajema-8288	550	2	=	=	ADJ
ajema-8288	550	3	exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+mana	exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+mana	X
ajema-8288	550	4	gement+in+manufacturing+industries+books&ots	gement+in+manufacturing+industries+books&ot	VERB
ajema-8288	550	5	=	=	NOUN
ajema-8288	550	6	n_wustm8ha&sig	n_wustm8ha&sig	NOUN
ajema-8288	550	7	=	=	ADJ
ajema-8288	550	8	zpqu5xienljcyvr	zpqu5xienljcyvr	NUM
ajema-8288	550	9	v17rucao44l8&redir_esc	v17rucao44l8&redir_esc	NOUN
ajema-8288	550	10	=	=	NOUN
ajema-8288	550	11	y#v	y#v	NOUN
ajema-8288	550	12	=	=	SYM
ajema-8288	550	13	onepage&q&f	onepage&q&f	NOUN
ajema-8288	550	14	=	=	NOUN
ajema-8288	550	15	false	false	ADJ
ajema-8288	550	16	48	48	NUM
ajema-8288	550	17	.	.	PUNCT
ajema-8288	551	1	pandey	pandey	PROPN
ajema-8288	551	2	,	,	PUNCT
ajema-8288	551	3	b.	b.	PROPN
ajema-8288	551	4	k.	k.	PROPN
ajema-8288	551	5	,	,	PUNCT
ajema-8288	551	6	kanike	kanike	PROPN
ajema-8288	551	7	,	,	PUNCT
ajema-8288	551	8	u.	u.	PROPN
ajema-8288	551	9	k.	k.	PROPN
ajema-8288	551	10	,	,	PUNCT
ajema-8288	551	11	george	george	PROPN
ajema-8288	551	12	,	,	PUNCT
ajema-8288	551	13	a.	a.	PROPN
ajema-8288	551	14	s.	s.	PROPN
ajema-8288	551	15	,	,	PUNCT
ajema-8288	551	16	&	&	CCONJ
ajema-8288	551	17	pandey	pandey	PROPN
ajema-8288	551	18	,	,	PUNCT
ajema-8288	551	19	d.	d.	PROPN
ajema-8288	551	20	(	(	PUNCT
ajema-8288	551	21	eds	eds	PROPN
ajema-8288	551	22	.	.	PUNCT
ajema-8288	551	23	)	)	PUNCT
ajema-8288	551	24	.	.	PUNCT
ajema-8288	552	1	(	(	PUNCT
ajema-8288	552	2	2024	2024	NUM
ajema-8288	552	3	)	)	PUNCT
ajema-8288	552	4	.	.	PUNCT
ajema-8288	553	1	ai	ai	VERB
ajema-8288	553	2	and	and	CCONJ
ajema-8288	553	3	machine	machine	NOUN
ajema-8288	553	4	learning	learning	NOUN
ajema-8288	553	5	impacts	impact	NOUN
ajema-8288	553	6	in	in	ADP
ajema-8288	553	7	intelligent	intelligent	ADJ
ajema-8288	553	8	supply	supply	NOUN
ajema-8288	553	9	chain	chain	NOUN
ajema-8288	553	10	.	.	PUNCT
ajema-8288	554	1	igi	igi	PROPN
ajema-8288	554	2	global	global	PROPN
ajema-8288	554	3	.	.	PUNCT
ajema-8288	555	1	https://books.google.co.in/books?hl=en&lr=&id=2nzzeaaaqbaj&oi=fnd&pg=pr1&dq=	https://books.google.co.in/books?hl=en&lr=&id=2nzzeaaaqbaj&oi=fnd&pg=pr1&dq=	PROPN
ajema-8288	555	2	exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manag	exploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manag	NOUN
ajema-8288	555	3	ement+in+manufacturing+industries+books&ots	ement+in+manufacturing+industries+books&ot	NOUN
ajema-8288	555	4	=	=	NOUN
ajema-8288	555	5	m_vxlnhdge&sig	m_vxlnhdge&sig	NOUN
ajema-8288	555	6	=	=	SYM
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ajema-8288	555	8	ivctm6smzo8w&redir_esc	ivctm6smzo8w&redir_esc	NOUN
ajema-8288	555	9	=	=	SYM
ajema-8288	555	10	y#v	y#v	NOUN
ajema-8288	555	11	=	=	SYM
ajema-8288	555	12	onepage&q&f	onepage&q&f	NOUN
ajema-8288	555	13	=	=	NOUN
ajema-8288	555	14	false	false	ADJ
ajema-8288	555	15	49	49	NUM
ajema-8288	555	16	.	.	PUNCT
ajema-8288	556	1	żywiołek	żywiołek	PROPN
ajema-8288	556	2	,	,	PUNCT
ajema-8288	556	3	j.	j.	PROPN
ajema-8288	556	4	,	,	PUNCT
ajema-8288	556	5	rosak	rosak	ADJ
ajema-8288	556	6	-	-	PUNCT
ajema-8288	556	7	szyrocka	szyrocka	NOUN
ajema-8288	556	8	,	,	PUNCT
ajema-8288	556	9	j.	j.	PROPN
ajema-8288	556	10	,	,	PUNCT
ajema-8288	556	11	nayyar	nayyar	PROPN
ajema-8288	556	12	,	,	PUNCT
ajema-8288	556	13	a.	a.	PROPN
ajema-8288	556	14	,	,	PUNCT
ajema-8288	556	15	&	&	CCONJ
ajema-8288	556	16	naved	naved	ADJ
ajema-8288	556	17	,	,	PUNCT
ajema-8288	556	18	m.	m.	NOUN
ajema-8288	556	19	(	(	PUNCT
ajema-8288	556	20	eds	ed	NOUN
ajema-8288	556	21	.	.	PUNCT
ajema-8288	556	22	)	)	PUNCT
ajema-8288	556	23	.	.	PUNCT
ajema-8288	557	1	(	(	PUNCT
ajema-8288	557	2	2024	2024	NUM
ajema-8288	557	3	)	)	PUNCT
ajema-8288	557	4	.	.	PUNCT
ajema-8288	558	1	modern	modern	ADJ
ajema-8288	558	2	technologies	technology	NOUN
ajema-8288	558	3	and	and	CCONJ
ajema-8288	558	4	tools	tool	NOUN
ajema-8288	558	5	supporting	support	VERB
ajema-8288	558	6	the	the	DET
ajema-8288	558	7	development	development	NOUN
ajema-8288	558	8	of	of	ADP
ajema-8288	558	9	industry	industry	NOUN
ajema-8288	558	10	5.0	5.0	NUM
ajema-8288	558	11	.	.	PUNCT
ajema-8288	559	1	crc	crc	NOUN
ajema-8288	559	2	press	press	PROPN
ajema-8288	559	3	.	.	PUNCT
ajema-8288	560	1	https://books.google.co.in/books?hl=en&lr=&id=ktqjeqaaqbaj&oi=fnd&pg=pp1&dq=e	https://books.google.co.in/books?hl=en&lr=&id=ktqjeqaaqbaj&oi=fnd&pg=pp1&dq=e	X
ajema-8288	561	1	xploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manage	xploring+the+impact+of+automation+in+electrical+machines+on+supply+chain+manage	NOUN
ajema-8288	561	2	ment+in+manufacturing+industries+books&ots	ment+in+manufacturing+industries+books&ot	NOUN
ajema-8288	561	3	=	=	SYM
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