id	sid	tid	token	lemma	pos
ajst-1823	1	1	academic	academic	ADJ
ajst-1823	1	2	journal	journal	NOUN
ajst-1823	1	3	of	of	ADP
ajst-1823	1	4	science	science	NOUN
ajst-1823	1	5	and	and	CCONJ
ajst-1823	1	6	technology	technology	NOUN
ajst-1823	1	7	issn	issn	NOUN
ajst-1823	1	8	:	:	PUNCT
ajst-1823	1	9	2771	2771	NUM
ajst-1823	1	10	-	-	SYM
ajst-1823	1	11	3032	3032	NUM
ajst-1823	1	12	|	|	NOUN
ajst-1823	1	13	vol	vol	NOUN
ajst-1823	1	14	.	.	PROPN
ajst-1823	2	1	3	3	NUM
ajst-1823	2	2	,	,	PUNCT
ajst-1823	2	3	no	no	INTJ
ajst-1823	2	4	.	.	NOUN
ajst-1823	2	5	1	1	NUM
ajst-1823	2	6	,	,	PUNCT
ajst-1823	2	7	2022	2022	NUM
ajst-1823	2	8	41	41	NUM
ajst-1823	2	9	application	application	NOUN
ajst-1823	2	10	prospect	prospect	NOUN
ajst-1823	2	11	of	of	ADP
ajst-1823	2	12	data	datum	NOUN
ajst-1823	2	13	mining	mining	NOUN
ajst-1823	2	14	technology	technology	NOUN
ajst-1823	2	15	in	in	ADP
ajst-1823	2	16	intelligent	intelligent	ADJ
ajst-1823	2	17	manufacturing	manufacturing	NOUN
ajst-1823	2	18	changkun	changkun	NOUN
ajst-1823	2	19	luo	luo	PROPN
ajst-1823	2	20	chengdu	chengdu	PROPN
ajst-1823	2	21	jiaxiang	jiaxiang	PROPN
ajst-1823	2	22	foreign	foreign	PROPN
ajst-1823	2	23	languages	language	NOUN
ajst-1823	2	24	school	school	NOUN
ajst-1823	2	25	,	,	PUNCT
ajst-1823	2	26	chengdu	chengdu	PROPN
ajst-1823	2	27	,	,	PUNCT
ajst-1823	2	28	610011	610011	NUM
ajst-1823	2	29	,	,	PUNCT
ajst-1823	2	30	china	china	PROPN
ajst-1823	2	31	abstract	abstract	NOUN
ajst-1823	2	32	:	:	PUNCT
ajst-1823	2	33	in	in	ADP
ajst-1823	2	34	recent	recent	ADJ
ajst-1823	2	35	years	year	NOUN
ajst-1823	2	36	,	,	PUNCT
ajst-1823	2	37	with	with	ADP
ajst-1823	2	38	the	the	DET
ajst-1823	2	39	application	application	NOUN
ajst-1823	2	40	of	of	ADP
ajst-1823	2	41	sensors	sensor	NOUN
ajst-1823	2	42	,	,	PUNCT
ajst-1823	2	43	data	datum	NOUN
ajst-1823	2	44	acquisition	acquisition	NOUN
ajst-1823	2	45	equipment	equipment	NOUN
ajst-1823	2	46	and	and	CCONJ
ajst-1823	2	47	other	other	ADJ
ajst-1823	2	48	modules	module	NOUN
ajst-1823	2	49	with	with	ADP
ajst-1823	2	50	sensing	sense	VERB
ajst-1823	2	51	ability	ability	NOUN
ajst-1823	2	52	in	in	ADP
ajst-1823	2	53	the	the	DET
ajst-1823	2	54	service	service	NOUN
ajst-1823	2	55	of	of	ADP
ajst-1823	2	56	complex	complex	ADJ
ajst-1823	2	57	products	product	NOUN
ajst-1823	2	58	,	,	PUNCT
ajst-1823	2	59	the	the	DET
ajst-1823	2	60	operation	operation	NOUN
ajst-1823	2	61	and	and	CCONJ
ajst-1823	2	62	maintenance	maintenance	NOUN
ajst-1823	2	63	system	system	NOUN
ajst-1823	2	64	of	of	ADP
ajst-1823	2	65	complex	complex	ADJ
ajst-1823	2	66	products	product	NOUN
ajst-1823	2	67	has	have	AUX
ajst-1823	2	68	become	become	VERB
ajst-1823	2	69	increasingly	increasingly	ADV
ajst-1823	2	70	digital	digital	ADJ
ajst-1823	2	71	and	and	CCONJ
ajst-1823	2	72	intelligent	intelligent	ADJ
ajst-1823	2	73	.	.	PUNCT
ajst-1823	3	1	new	new	ADJ
ajst-1823	3	2	-	-	PUNCT
ajst-1823	3	3	generation	generation	NOUN
ajst-1823	3	4	information	information	NOUN
ajst-1823	3	5	technologies	technology	NOUN
ajst-1823	3	6	such	such	ADJ
ajst-1823	3	7	as	as	ADP
ajst-1823	3	8	big	big	ADJ
ajst-1823	3	9	data	datum	NOUN
ajst-1823	3	10	,	,	PUNCT
ajst-1823	3	11	cloud	cloud	NOUN
ajst-1823	3	12	computing	computing	NOUN
ajst-1823	3	13	,	,	PUNCT
ajst-1823	3	14	internet	internet	NOUN
ajst-1823	3	15	of	of	ADP
ajst-1823	3	16	things	thing	NOUN
ajst-1823	3	17	,	,	PUNCT
ajst-1823	3	18	mobile	mobile	ADJ
ajst-1823	3	19	internet	internet	NOUN
ajst-1823	3	20	,	,	PUNCT
ajst-1823	3	21	augmented	augment	VERB
ajst-1823	3	22	reality	reality	NOUN
ajst-1823	3	23	(	(	PUNCT
ajst-1823	3	24	ar	ar	NOUN
ajst-1823	3	25	)	)	PUNCT
ajst-1823	3	26	and	and	CCONJ
ajst-1823	3	27	virtual	virtual	ADJ
ajst-1823	3	28	reality	reality	NOUN
ajst-1823	3	29	(	(	PUNCT
ajst-1823	3	30	vr	vr	NOUN
ajst-1823	3	31	)	)	PUNCT
ajst-1823	3	32	have	have	AUX
ajst-1823	3	33	also	also	ADV
ajst-1823	3	34	been	be	AUX
ajst-1823	3	35	rapidly	rapidly	ADV
ajst-1823	3	36	applied	apply	VERB
ajst-1823	3	37	in	in	ADP
ajst-1823	3	38	the	the	DET
ajst-1823	3	39	operation	operation	NOUN
ajst-1823	3	40	and	and	CCONJ
ajst-1823	3	41	maintenance	maintenance	NOUN
ajst-1823	3	42	of	of	ADP
ajst-1823	3	43	complex	complex	ADJ
ajst-1823	3	44	products	product	NOUN
ajst-1823	3	45	.	.	PUNCT
ajst-1823	4	1	real	real	ADJ
ajst-1823	4	2	-	-	PUNCT
ajst-1823	4	3	time	time	NOUN
ajst-1823	4	4	,	,	PUNCT
ajst-1823	4	5	multi	multi	ADJ
ajst-1823	4	6	-	-	NOUN
ajst-1823	4	7	source	source	NOUN
ajst-1823	4	8	,	,	PUNCT
ajst-1823	4	9	and	and	CCONJ
ajst-1823	4	10	massive	massive	ADJ
ajst-1823	4	11	data	datum	NOUN
ajst-1823	4	12	has	have	AUX
ajst-1823	4	13	become	become	VERB
ajst-1823	4	14	the	the	DET
ajst-1823	4	15	basis	basis	NOUN
ajst-1823	4	16	for	for	ADP
ajst-1823	4	17	decision	decision	NOUN
ajst-1823	4	18	-	-	PUNCT
ajst-1823	4	19	making	making	NOUN
ajst-1823	4	20	.	.	PUNCT
ajst-1823	5	1	data	data	NOUN
ajst-1823	5	2	-	-	PUNCT
ajst-1823	5	3	driven	drive	VERB
ajst-1823	5	4	intelligent	intelligent	ADJ
ajst-1823	5	5	services	service	NOUN
ajst-1823	5	6	have	have	AUX
ajst-1823	5	7	become	become	VERB
ajst-1823	5	8	the	the	DET
ajst-1823	5	9	development	development	NOUN
ajst-1823	5	10	direction	direction	NOUN
ajst-1823	5	11	of	of	ADP
ajst-1823	5	12	modern	modern	ADJ
ajst-1823	5	13	manufacturing	manufacturing	NOUN
ajst-1823	5	14	services	service	NOUN
ajst-1823	5	15	.	.	PUNCT
ajst-1823	6	1	this	this	DET
ajst-1823	6	2	paper	paper	NOUN
ajst-1823	6	3	introduces	introduce	VERB
ajst-1823	6	4	the	the	DET
ajst-1823	6	5	connotation	connotation	NOUN
ajst-1823	6	6	of	of	ADP
ajst-1823	6	7	intelligent	intelligent	ADJ
ajst-1823	6	8	manufacturing	manufacturing	NOUN
ajst-1823	6	9	and	and	CCONJ
ajst-1823	6	10	the	the	DET
ajst-1823	6	11	characteristics	characteristic	NOUN
ajst-1823	6	12	of	of	ADP
ajst-1823	6	13	industrial	industrial	ADJ
ajst-1823	6	14	big	big	ADJ
ajst-1823	6	15	data	datum	NOUN
ajst-1823	6	16	,	,	PUNCT
ajst-1823	6	17	analyzes	analyze	VERB
ajst-1823	6	18	the	the	DET
ajst-1823	6	19	application	application	NOUN
ajst-1823	6	20	status	status	NOUN
ajst-1823	6	21	of	of	ADP
ajst-1823	6	22	data	datum	NOUN
ajst-1823	6	23	mining	mining	NOUN
ajst-1823	6	24	technology	technology	NOUN
ajst-1823	6	25	in	in	ADP
ajst-1823	6	26	intelligent	intelligent	ADJ
ajst-1823	6	27	manufacturing	manufacturing	NOUN
ajst-1823	6	28	,	,	PUNCT
ajst-1823	6	29	and	and	CCONJ
ajst-1823	6	30	envisages	envisage	VERB
ajst-1823	6	31	the	the	DET
ajst-1823	6	32	future	future	ADJ
ajst-1823	6	33	application	application	NOUN
ajst-1823	6	34	trend	trend	NOUN
ajst-1823	6	35	.	.	PUNCT
ajst-1823	7	1	keywords	keyword	NOUN
ajst-1823	7	2	:	:	PUNCT
ajst-1823	7	3	data	datum	NOUN
ajst-1823	7	4	mining	mining	NOUN
ajst-1823	7	5	technology	technology	NOUN
ajst-1823	7	6	,	,	PUNCT
ajst-1823	7	7	intelligent	intelligent	ADJ
ajst-1823	7	8	manufacturing	manufacturing	NOUN
ajst-1823	7	9	,	,	PUNCT
ajst-1823	7	10	application	application	NOUN
ajst-1823	7	11	.	.	PUNCT
ajst-1823	8	1	1	1	X
ajst-1823	8	2	.	.	X
ajst-1823	8	3	introduction	introduction	NOUN
ajst-1823	8	4	manufacturing	manufacture	VERB
ajst-1823	8	5	big	big	ADJ
ajst-1823	8	6	data	datum	NOUN
ajst-1823	8	7	refers	refer	VERB
ajst-1823	8	8	to	to	ADP
ajst-1823	8	9	the	the	DET
ajst-1823	8	10	big	big	ADJ
ajst-1823	8	11	data	datum	NOUN
ajst-1823	8	12	generated	generate	VERB
ajst-1823	8	13	in	in	ADP
ajst-1823	8	14	the	the	DET
ajst-1823	8	15	manufacturing	manufacturing	NOUN
ajst-1823	8	16	field	field	NOUN
ajst-1823	8	17	.	.	PUNCT
ajst-1823	9	1	with	with	ADP
ajst-1823	9	2	the	the	DET
ajst-1823	9	3	development	development	NOUN
ajst-1823	9	4	of	of	ADP
ajst-1823	9	5	industrial	industrial	ADJ
ajst-1823	9	6	automation	automation	NOUN
ajst-1823	9	7	and	and	CCONJ
ajst-1823	9	8	informatization	informatization	NOUN
ajst-1823	9	9	,	,	PUNCT
ajst-1823	9	10	information	information	NOUN
ajst-1823	9	11	technology	technology	NOUN
ajst-1823	9	12	has	have	AUX
ajst-1823	9	13	penetrated	penetrate	VERB
ajst-1823	9	14	into	into	ADP
ajst-1823	9	15	all	all	DET
ajst-1823	9	16	links	link	NOUN
ajst-1823	9	17	of	of	ADP
ajst-1823	9	18	the	the	DET
ajst-1823	9	19	manufacturing	manufacturing	NOUN
ajst-1823	9	20	industry	industry	NOUN
ajst-1823	9	21	chain	chain	NOUN
ajst-1823	9	22	.	.	PUNCT
ajst-1823	10	1	technologies	technology	NOUN
ajst-1823	10	2	such	such	ADJ
ajst-1823	10	3	as	as	ADP
ajst-1823	10	4	barcodes	barcode	NOUN
ajst-1823	10	5	,	,	PUNCT
ajst-1823	10	6	qr	qr	NOUN
ajst-1823	10	7	codes	code	NOUN
ajst-1823	10	8	,	,	PUNCT
ajst-1823	10	9	rfid	rfid	NOUN
ajst-1823	10	10	,	,	PUNCT
ajst-1823	10	11	industrial	industrial	ADJ
ajst-1823	10	12	sensors	sensor	NOUN
ajst-1823	10	13	,	,	PUNCT
ajst-1823	10	14	automatic	automatic	ADJ
ajst-1823	10	15	control	control	NOUN
ajst-1823	10	16	systems	system	NOUN
ajst-1823	10	17	,	,	PUNCT
ajst-1823	10	18	erp	erp	PROPN
ajst-1823	10	19	,	,	PUNCT
ajst-1823	10	20	and	and	CCONJ
ajst-1823	10	21	cax	cax	PROPN
ajst-1823	10	22	have	have	AUX
ajst-1823	10	23	been	be	AUX
ajst-1823	10	24	widely	widely	ADV
ajst-1823	10	25	applied	apply	VERB
ajst-1823	10	26	in	in	ADP
ajst-1823	10	27	the	the	DET
ajst-1823	10	28	manufacturing	manufacturing	NOUN
ajst-1823	10	29	industry	industry	NOUN
ajst-1823	10	30	.	.	PUNCT
ajst-1823	11	1	the	the	DET
ajst-1823	11	2	integration	integration	NOUN
ajst-1823	11	3	of	of	ADP
ajst-1823	11	4	new	new	ADJ
ajst-1823	11	5	-	-	PUNCT
ajst-1823	11	6	generation	generation	NOUN
ajst-1823	11	7	information	information	NOUN
ajst-1823	11	8	technologies	technology	NOUN
ajst-1823	11	9	(	(	PUNCT
ajst-1823	11	10	such	such	ADJ
ajst-1823	11	11	as	as	ADP
ajst-1823	11	12	the	the	DET
ajst-1823	11	13	internet	internet	NOUN
ajst-1823	11	14	,	,	PUNCT
ajst-1823	11	15	mobile	mobile	ADJ
ajst-1823	11	16	internet	internet	NOUN
ajst-1823	11	17	,	,	PUNCT
ajst-1823	11	18	and	and	CCONJ
ajst-1823	11	19	the	the	DET
ajst-1823	11	20	internet	internet	NOUN
ajst-1823	11	21	of	of	ADP
ajst-1823	11	22	things	thing	NOUN
ajst-1823	11	23	)	)	PUNCT
ajst-1823	11	24	with	with	ADP
ajst-1823	11	25	the	the	DET
ajst-1823	11	26	manufacturing	manufacturing	NOUN
ajst-1823	11	27	industry	industry	NOUN
ajst-1823	11	28	enables	enable	VERB
ajst-1823	11	29	data	datum	NOUN
ajst-1823	11	30	generated	generate	VERB
ajst-1823	11	31	in	in	ADP
ajst-1823	11	32	all	all	DET
ajst-1823	11	33	links	link	NOUN
ajst-1823	11	34	of	of	ADP
ajst-1823	11	35	the	the	DET
ajst-1823	11	36	manufacturing	manufacture	VERB
ajst-1823	11	37	industry	industry	NOUN
ajst-1823	11	38	to	to	PART
ajst-1823	11	39	be	be	AUX
ajst-1823	11	40	quickly	quickly	ADV
ajst-1823	11	41	collected	collect	VERB
ajst-1823	11	42	and	and	CCONJ
ajst-1823	11	43	stored	store	VERB
ajst-1823	11	44	in	in	ADP
ajst-1823	11	45	the	the	DET
ajst-1823	11	46	information	information	NOUN
ajst-1823	11	47	system.[1	system.[1	NOUN
ajst-1823	11	48	]	]	PUNCT
ajst-1823	11	49	with	with	ADP
ajst-1823	11	50	the	the	DET
ajst-1823	11	51	expansion	expansion	NOUN
ajst-1823	11	52	of	of	ADP
ajst-1823	11	53	enterprises	enterprise	NOUN
ajst-1823	11	54	and	and	CCONJ
ajst-1823	11	55	the	the	DET
ajst-1823	11	56	accumulation	accumulation	NOUN
ajst-1823	11	57	of	of	ADP
ajst-1823	11	58	time	time	NOUN
ajst-1823	11	59	,	,	PUNCT
ajst-1823	11	60	such	such	ADJ
ajst-1823	11	61	data	datum	NOUN
ajst-1823	11	62	has	have	AUX
ajst-1823	11	63	increased	increase	VERB
ajst-1823	11	64	at	at	ADP
ajst-1823	11	65	an	an	DET
ajst-1823	11	66	unprecedented	unprecedented	ADJ
ajst-1823	11	67	rate	rate	NOUN
ajst-1823	11	68	,	,	PUNCT
ajst-1823	11	69	driving	drive	VERB
ajst-1823	11	70	the	the	DET
ajst-1823	11	71	manufacturing	manufacturing	NOUN
ajst-1823	11	72	industry	industry	NOUN
ajst-1823	11	73	into	into	ADP
ajst-1823	11	74	the	the	DET
ajst-1823	11	75	“	"	PUNCT
ajst-1823	11	76	big	big	ADJ
ajst-1823	11	77	data	datum	NOUN
ajst-1823	11	78	era	era	NOUN
ajst-1823	11	79	”	"	PUNCT
ajst-1823	11	80	.	.	PUNCT
ajst-1823	12	1	there	there	PRON
ajst-1823	12	2	is	be	VERB
ajst-1823	12	3	plenty	plenty	NOUN
ajst-1823	12	4	of	of	ADP
ajst-1823	12	5	valuable	valuable	ADJ
ajst-1823	12	6	potential	potential	ADJ
ajst-1823	12	7	information	information	NOUN
ajst-1823	12	8	in	in	ADP
ajst-1823	12	9	the	the	DET
ajst-1823	12	10	continuously	continuously	ADV
ajst-1823	12	11	generated	generate	VERB
ajst-1823	12	12	and	and	CCONJ
ajst-1823	12	13	accumulated	accumulate	VERB
ajst-1823	12	14	big	big	ADJ
ajst-1823	12	15	data	datum	NOUN
ajst-1823	12	16	.	.	PUNCT
ajst-1823	13	1	with	with	ADP
ajst-1823	13	2	big	big	ADJ
ajst-1823	13	3	data	datum	NOUN
ajst-1823	13	4	analysis	analysis	NOUN
ajst-1823	13	5	methods	method	NOUN
ajst-1823	13	6	such	such	ADJ
ajst-1823	13	7	as	as	ADP
ajst-1823	13	8	statistics	statistic	NOUN
ajst-1823	13	9	,	,	PUNCT
ajst-1823	13	10	machine	machine	NOUN
ajst-1823	13	11	learning	learning	NOUN
ajst-1823	13	12	,	,	PUNCT
ajst-1823	13	13	and	and	CCONJ
ajst-1823	13	14	data	datum	NOUN
ajst-1823	13	15	mining	mining	NOUN
ajst-1823	13	16	,	,	PUNCT
ajst-1823	13	17	the	the	DET
ajst-1823	13	18	data	datum	NOUN
ajst-1823	13	19	generated	generate	VERB
ajst-1823	13	20	in	in	ADP
ajst-1823	13	21	the	the	DET
ajst-1823	13	22	manufacturing	manufacturing	NOUN
ajst-1823	13	23	industry	industry	NOUN
ajst-1823	13	24	can	can	AUX
ajst-1823	13	25	be	be	AUX
ajst-1823	13	26	analyzed	analyze	VERB
ajst-1823	13	27	,	,	PUNCT
ajst-1823	13	28	and	and	CCONJ
ajst-1823	13	29	knowledge	knowledge	NOUN
ajst-1823	13	30	and	and	CCONJ
ajst-1823	13	31	rules	rule	NOUN
ajst-1823	13	32	in	in	ADP
ajst-1823	13	33	the	the	DET
ajst-1823	13	34	data	datum	NOUN
ajst-1823	13	35	can	can	AUX
ajst-1823	13	36	be	be	AUX
ajst-1823	13	37	explored	explore	VERB
ajst-1823	13	38	,	,	PUNCT
ajst-1823	13	39	on	on	ADP
ajst-1823	13	40	the	the	DET
ajst-1823	13	41	basis	basis	NOUN
ajst-1823	13	42	of	of	ADP
ajst-1823	13	43	which	which	DET
ajst-1823	13	44	processes	process	NOUN
ajst-1823	13	45	of	of	ADP
ajst-1823	13	46	the	the	DET
ajst-1823	13	47	manufacturing	manufacturing	NOUN
ajst-1823	13	48	industry	industry	NOUN
ajst-1823	13	49	can	can	AUX
ajst-1823	13	50	be	be	AUX
ajst-1823	13	51	guided	guide	VERB
ajst-1823	13	52	,	,	PUNCT
ajst-1823	13	53	including	include	VERB
ajst-1823	13	54	research	research	NOUN
ajst-1823	13	55	and	and	CCONJ
ajst-1823	13	56	development	development	NOUN
ajst-1823	13	57	(	(	PUNCT
ajst-1823	13	58	r&d	r&d	NOUN
ajst-1823	13	59	)	)	PUNCT
ajst-1823	13	60	,	,	PUNCT
ajst-1823	13	61	production	production	NOUN
ajst-1823	13	62	and	and	CCONJ
ajst-1823	13	63	manufacturing	manufacturing	NOUN
ajst-1823	13	64	,	,	PUNCT
ajst-1823	13	65	sales	sale	NOUN
ajst-1823	13	66	and	and	CCONJ
ajst-1823	13	67	after	after	ADP
ajst-1823	13	68	-	-	PUNCT
ajst-1823	13	69	sales	sale	NOUN
ajst-1823	13	70	,	,	PUNCT
ajst-1823	13	71	as	as	ADV
ajst-1823	13	72	well	well	ADV
ajst-1823	13	73	as	as	ADP
ajst-1823	13	74	business	business	NOUN
ajst-1823	13	75	management	management	NOUN
ajst-1823	13	76	.	.	PUNCT
ajst-1823	14	1	eventually	eventually	ADV
ajst-1823	14	2	,	,	PUNCT
ajst-1823	14	3	production	production	NOUN
ajst-1823	14	4	methods	method	NOUN
ajst-1823	14	5	are	be	AUX
ajst-1823	14	6	improved	improve	VERB
ajst-1823	14	7	,	,	PUNCT
ajst-1823	14	8	management	management	NOUN
ajst-1823	14	9	processes	process	NOUN
ajst-1823	14	10	are	be	AUX
ajst-1823	14	11	optimized	optimize	VERB
ajst-1823	14	12	,	,	PUNCT
ajst-1823	14	13	customer	customer	NOUN
ajst-1823	14	14	needs	need	NOUN
ajst-1823	14	15	are	be	AUX
ajst-1823	14	16	perceived	perceive	VERB
ajst-1823	14	17	,	,	PUNCT
ajst-1823	14	18	and	and	CCONJ
ajst-1823	14	19	brand	brand	NOUN
ajst-1823	14	20	value	value	NOUN
ajst-1823	14	21	is	be	AUX
ajst-1823	14	22	enhanced	enhance	VERB
ajst-1823	14	23	,	,	PUNCT
ajst-1823	14	24	contributing	contribute	VERB
ajst-1823	14	25	to	to	ADP
ajst-1823	14	26	the	the	DET
ajst-1823	14	27	goals	goal	NOUN
ajst-1823	14	28	of	of	ADP
ajst-1823	14	29	saving	save	VERB
ajst-1823	14	30	costs	cost	NOUN
ajst-1823	14	31	,	,	PUNCT
ajst-1823	14	32	improving	improve	VERB
ajst-1823	14	33	efficiency	efficiency	NOUN
ajst-1823	14	34	,	,	PUNCT
ajst-1823	14	35	and	and	CCONJ
ajst-1823	14	36	reducing	reduce	VERB
ajst-1823	14	37	energy	energy	NOUN
ajst-1823	14	38	consumption	consumption	NOUN
ajst-1823	14	39	,	,	PUNCT
ajst-1823	14	40	and	and	CCONJ
ajst-1823	14	41	gradually	gradually	ADV
ajst-1823	14	42	making	make	VERB
ajst-1823	14	43	the	the	DET
ajst-1823	14	44	manufacturing	manufacturing	NOUN
ajst-1823	14	45	industry	industry	NOUN
ajst-1823	14	46	intelligent	intelligent	ADJ
ajst-1823	14	47	.	.	PUNCT
ajst-1823	15	1	2	2	X
ajst-1823	15	2	.	.	X
ajst-1823	15	3	the	the	DET
ajst-1823	15	4	connotation	connotation	NOUN
ajst-1823	15	5	of	of	ADP
ajst-1823	15	6	intelligent	intelligent	ADJ
ajst-1823	15	7	manufacturing	manufacturing	NOUN
ajst-1823	15	8	in	in	ADP
ajst-1823	15	9	the	the	DET
ajst-1823	15	10	face	face	NOUN
ajst-1823	15	11	of	of	ADP
ajst-1823	15	12	a	a	DET
ajst-1823	15	13	new	new	ADJ
ajst-1823	15	14	round	round	NOUN
ajst-1823	15	15	of	of	ADP
ajst-1823	15	16	technological	technological	ADJ
ajst-1823	15	17	revolution	revolution	NOUN
ajst-1823	15	18	and	and	CCONJ
ajst-1823	15	19	industrial	industrial	ADJ
ajst-1823	15	20	reform	reform	NOUN
ajst-1823	15	21	,	,	PUNCT
ajst-1823	15	22	“	"	PUNCT
ajst-1823	15	23	german	german	ADJ
ajst-1823	15	24	industry	industry	NOUN
ajst-1823	15	25	4.0	4.0	NUM
ajst-1823	15	26	”	"	PUNCT
ajst-1823	15	27	,	,	PUNCT
ajst-1823	15	28	“	"	PUNCT
ajst-1823	15	29	american	american	ADJ
ajst-1823	15	30	industrial	industrial	ADJ
ajst-1823	15	31	internet	internet	NOUN
ajst-1823	15	32	”	"	PUNCT
ajst-1823	15	33	,	,	PUNCT
ajst-1823	15	34	and	and	CCONJ
ajst-1823	15	35	the	the	DET
ajst-1823	15	36	“	"	PUNCT
ajst-1823	15	37	made	make	VERB
ajst-1823	15	38	in	in	ADP
ajst-1823	15	39	china	china	PROPN
ajst-1823	15	40	2025	2025	NUM
ajst-1823	15	41	”	"	PUNCT
ajst-1823	15	42	strategy	strategy	NOUN
ajst-1823	15	43	have	have	AUX
ajst-1823	15	44	been	be	AUX
ajst-1823	15	45	put	put	VERB
ajst-1823	15	46	forward	forward	ADV
ajst-1823	15	47	one	one	NUM
ajst-1823	15	48	after	after	ADP
ajst-1823	15	49	another	another	PRON
ajst-1823	15	50	,	,	PUNCT
ajst-1823	15	51	leading	lead	VERB
ajst-1823	15	52	the	the	DET
ajst-1823	15	53	traditional	traditional	ADJ
ajst-1823	15	54	manufacturing	manufacturing	NOUN
ajst-1823	15	55	industry	industry	NOUN
ajst-1823	15	56	to	to	PART
ajst-1823	15	57	develop	develop	VERB
ajst-1823	15	58	towards	towards	ADP
ajst-1823	15	59	intelligent	intelligent	ADJ
ajst-1823	15	60	manufacturing	manufacturing	NOUN
ajst-1823	15	61	,	,	PUNCT
ajst-1823	15	62	which	which	PRON
ajst-1823	15	63	is	be	AUX
ajst-1823	15	64	a	a	DET
ajst-1823	15	65	generalized	generalized	ADJ
ajst-1823	15	66	manufacturing	manufacturing	NOUN
ajst-1823	15	67	concept	concept	NOUN
ajst-1823	15	68	and	and	CCONJ
ajst-1823	15	69	a	a	DET
ajst-1823	15	70	new	new	ADJ
ajst-1823	15	71	manufacturing	manufacturing	NOUN
ajst-1823	15	72	mode	mode	NOUN
ajst-1823	15	73	based	base	VERB
ajst-1823	15	74	on	on	ADP
ajst-1823	15	75	intelligent	intelligent	ADJ
ajst-1823	15	76	technology	technology	NOUN
ajst-1823	15	77	.	.	PUNCT
ajst-1823	16	1	its	its	PRON
ajst-1823	16	2	purpose	purpose	NOUN
ajst-1823	16	3	is	be	AUX
ajst-1823	16	4	to	to	PART
ajst-1823	16	5	make	make	VERB
ajst-1823	16	6	full	full	ADJ
ajst-1823	16	7	use	use	NOUN
ajst-1823	16	8	of	of	ADP
ajst-1823	16	9	advanced	advanced	ADJ
ajst-1823	16	10	information	information	NOUN
ajst-1823	16	11	technology	technology	NOUN
ajst-1823	16	12	,	,	PUNCT
ajst-1823	16	13	manufacturing	manufacturing	NOUN
ajst-1823	16	14	technology	technology	NOUN
ajst-1823	16	15	and	and	CCONJ
ajst-1823	16	16	intelligent	intelligent	ADJ
ajst-1823	16	17	technology	technology	NOUN
ajst-1823	16	18	to	to	PART
ajst-1823	16	19	optimize	optimize	VERB
ajst-1823	16	20	and	and	CCONJ
ajst-1823	16	21	improve	improve	VERB
ajst-1823	16	22	the	the	DET
ajst-1823	16	23	links	link	NOUN
ajst-1823	16	24	in	in	ADP
ajst-1823	16	25	the	the	DET
ajst-1823	16	26	entire	entire	ADJ
ajst-1823	16	27	life	life	NOUN
ajst-1823	16	28	cycle	cycle	NOUN
ajst-1823	16	29	of	of	ADP
ajst-1823	16	30	products	product	NOUN
ajst-1823	16	31	,	,	PUNCT
ajst-1823	16	32	such	such	ADJ
ajst-1823	16	33	as	as	ADP
ajst-1823	16	34	r&d	r&d	NOUN
ajst-1823	16	35	,	,	PUNCT
ajst-1823	16	36	manufacturing	manufacturing	NOUN
ajst-1823	16	37	,	,	PUNCT
ajst-1823	16	38	transaction	transaction	NOUN
ajst-1823	16	39	and	and	CCONJ
ajst-1823	16	40	management	management	NOUN
ajst-1823	16	41	.	.	PUNCT
ajst-1823	17	1	with	with	ADP
ajst-1823	17	2	the	the	DET
ajst-1823	17	3	interconnection	interconnection	NOUN
ajst-1823	17	4	of	of	ADP
ajst-1823	17	5	information	information	NOUN
ajst-1823	17	6	islands	island	NOUN
ajst-1823	17	7	realized	realize	VERB
ajst-1823	17	8	by	by	ADP
ajst-1823	17	9	internet	internet	NOUN
ajst-1823	17	10	information	information	NOUN
ajst-1823	17	11	technology	technology	NOUN
ajst-1823	17	12	,	,	PUNCT
ajst-1823	17	13	and	and	CCONJ
ajst-1823	17	14	the	the	DET
ajst-1823	17	15	life	life	NOUN
ajst-1823	17	16	cycle	cycle	NOUN
ajst-1823	17	17	of	of	ADP
ajst-1823	17	18	products	product	NOUN
ajst-1823	17	19	simplified	simplify	VERB
ajst-1823	17	20	by	by	ADP
ajst-1823	17	21	intelligent	intelligent	ADJ
ajst-1823	17	22	equipment	equipment	NOUN
ajst-1823	17	23	and	and	CCONJ
ajst-1823	17	24	data	datum	NOUN
ajst-1823	17	25	analysis	analysis	NOUN
ajst-1823	17	26	,	,	PUNCT
ajst-1823	17	27	production	production	NOUN
ajst-1823	17	28	efficiency	efficiency	NOUN
ajst-1823	17	29	,	,	PUNCT
ajst-1823	17	30	product	product	NOUN
ajst-1823	17	31	quality	quality	NOUN
ajst-1823	17	32	and	and	CCONJ
ajst-1823	17	33	service	service	NOUN
ajst-1823	17	34	level	level	NOUN
ajst-1823	17	35	are	be	AUX
ajst-1823	17	36	improved	improve	VERB
ajst-1823	17	37	.	.	PUNCT
ajst-1823	18	1	intelligent	intelligent	ADJ
ajst-1823	18	2	manufacturing	manufacturing	NOUN
ajst-1823	18	3	has	have	AUX
ajst-1823	18	4	become	become	VERB
ajst-1823	18	5	an	an	DET
ajst-1823	18	6	objective	objective	ADJ
ajst-1823	18	7	trend	trend	NOUN
ajst-1823	18	8	in	in	ADP
ajst-1823	18	9	the	the	DET
ajst-1823	18	10	development	development	NOUN
ajst-1823	18	11	of	of	ADP
ajst-1823	18	12	manufacturing	manufacturing	NOUN
ajst-1823	18	13	industry	industry	NOUN
ajst-1823	18	14	.	.	PUNCT
ajst-1823	19	1	the	the	DET
ajst-1823	19	2	development	development	NOUN
ajst-1823	19	3	of	of	ADP
ajst-1823	19	4	intelligent	intelligent	ADJ
ajst-1823	19	5	manufacturing	manufacturing	NOUN
ajst-1823	19	6	is	be	AUX
ajst-1823	19	7	not	not	PART
ajst-1823	19	8	only	only	ADV
ajst-1823	19	9	an	an	DET
ajst-1823	19	10	inherent	inherent	ADJ
ajst-1823	19	11	requirement	requirement	NOUN
ajst-1823	19	12	for	for	SCONJ
ajst-1823	19	13	china	china	PROPN
ajst-1823	19	14	to	to	PART
ajst-1823	19	15	realize	realize	VERB
ajst-1823	19	16	the	the	DET
ajst-1823	19	17	transformation	transformation	NOUN
ajst-1823	19	18	and	and	CCONJ
ajst-1823	19	19	upgrading	upgrading	NOUN
ajst-1823	19	20	of	of	ADP
ajst-1823	19	21	traditional	traditional	ADJ
ajst-1823	19	22	manufacturing	manufacturing	NOUN
ajst-1823	19	23	industry	industry	NOUN
ajst-1823	19	24	,	,	PUNCT
ajst-1823	19	25	but	but	CCONJ
ajst-1823	19	26	also	also	ADV
ajst-1823	19	27	a	a	DET
ajst-1823	19	28	significant	significant	ADJ
ajst-1823	19	29	goal	goal	NOUN
ajst-1823	19	30	for	for	SCONJ
ajst-1823	19	31	china	china	PROPN
ajst-1823	19	32	to	to	PART
ajst-1823	19	33	achieve	achieve	VERB
ajst-1823	19	34	the	the	DET
ajst-1823	19	35	high	high	ADJ
ajst-1823	19	36	-	-	PUNCT
ajst-1823	19	37	quality	quality	NOUN
ajst-1823	19	38	development	development	NOUN
ajst-1823	19	39	of	of	ADP
ajst-1823	19	40	manufacturing	manufacturing	NOUN
ajst-1823	19	41	industry	industry	NOUN
ajst-1823	19	42	.	.	PUNCT
ajst-1823	20	1	the	the	DET
ajst-1823	20	2	intelligent	intelligent	ADJ
ajst-1823	20	3	plant	plant	NOUN
ajst-1823	20	4	is	be	AUX
ajst-1823	20	5	the	the	DET
ajst-1823	20	6	carrier	carrier	NOUN
ajst-1823	20	7	and	and	CCONJ
ajst-1823	20	8	embodiment	embodiment	NOUN
ajst-1823	20	9	of	of	ADP
ajst-1823	20	10	intelligent	intelligent	ADJ
ajst-1823	20	11	manufacturing	manufacturing	NOUN
ajst-1823	20	12	,	,	PUNCT
ajst-1823	20	13	where	where	SCONJ
ajst-1823	20	14	users	user	NOUN
ajst-1823	20	15	can	can	AUX
ajst-1823	20	16	customize	customize	VERB
ajst-1823	20	17	products	product	NOUN
ajst-1823	20	18	directly	directly	ADV
ajst-1823	20	19	on	on	ADP
ajst-1823	20	20	its	its	PRON
ajst-1823	20	21	user	user	NOUN
ajst-1823	20	22	-	-	PUNCT
ajst-1823	20	23	interactive	interactive	ADJ
ajst-1823	20	24	customized	customize	VERB
ajst-1823	20	25	platform	platform	NOUN
ajst-1823	20	26	and	and	CCONJ
ajst-1823	20	27	participate	participate	VERB
ajst-1823	20	28	in	in	ADP
ajst-1823	20	29	the	the	DET
ajst-1823	20	30	personalized	personalized	ADJ
ajst-1823	20	31	customization	customization	NOUN
ajst-1823	20	32	of	of	ADP
ajst-1823	20	33	products	product	NOUN
ajst-1823	20	34	.	.	PUNCT
ajst-1823	21	1	users	user	NOUN
ajst-1823	21	2	anywhere	anywhere	ADV
ajst-1823	21	3	in	in	ADP
ajst-1823	21	4	the	the	DET
ajst-1823	21	5	world	world	NOUN
ajst-1823	21	6	can	can	AUX
ajst-1823	21	7	freely	freely	ADV
ajst-1823	21	8	choose	choose	VERB
ajst-1823	21	9	the	the	DET
ajst-1823	21	10	style	style	NOUN
ajst-1823	21	11	,	,	PUNCT
ajst-1823	21	12	color	color	NOUN
ajst-1823	21	13	and	and	CCONJ
ajst-1823	21	14	performance	performance	NOUN
ajst-1823	21	15	of	of	ADP
ajst-1823	21	16	products	product	NOUN
ajst-1823	21	17	according	accord	VERB
ajst-1823	21	18	to	to	ADP
ajst-1823	21	19	their	their	PRON
ajst-1823	21	20	personal	personal	ADJ
ajst-1823	21	21	preferences	preference	NOUN
ajst-1823	21	22	,	,	PUNCT
ajst-1823	21	23	and	and	CCONJ
ajst-1823	21	24	then	then	ADV
ajst-1823	21	25	submit	submit	VERB
ajst-1823	21	26	the	the	DET
ajst-1823	21	27	order	order	NOUN
ajst-1823	21	28	directly	directly	ADV
ajst-1823	21	29	to	to	ADP
ajst-1823	21	30	the	the	DET
ajst-1823	21	31	plant	plant	NOUN
ajst-1823	21	32	.	.	PUNCT
ajst-1823	22	1	through	through	ADP
ajst-1823	22	2	the	the	DET
ajst-1823	22	3	network	network	NOUN
ajst-1823	22	4	system	system	NOUN
ajst-1823	22	5	,	,	PUNCT
ajst-1823	22	6	intelligent	intelligent	ADJ
ajst-1823	22	7	plant	plant	NOUN
ajst-1823	22	8	can	can	AUX
ajst-1823	22	9	realize	realize	VERB
ajst-1823	22	10	the	the	DET
ajst-1823	22	11	real	real	ADJ
ajst-1823	22	12	-	-	PUNCT
ajst-1823	22	13	time	time	NOUN
ajst-1823	22	14	interconnection	interconnection	NOUN
ajst-1823	22	15	in	in	ADP
ajst-1823	22	16	the	the	DET
ajst-1823	22	17	whole	whole	ADJ
ajst-1823	22	18	process	process	NOUN
ajst-1823	22	19	of	of	ADP
ajst-1823	22	20	customized	customized	ADJ
ajst-1823	22	21	production	production	NOUN
ajst-1823	22	22	,	,	PUNCT
ajst-1823	22	23	control	control	VERB
ajst-1823	22	24	the	the	DET
ajst-1823	22	25	supply	supply	NOUN
ajst-1823	22	26	chain	chain	NOUN
ajst-1823	22	27	and	and	CCONJ
ajst-1823	22	28	the	the	DET
ajst-1823	22	29	manufacturing	manufacturing	NOUN
ajst-1823	22	30	progress	progress	NOUN
ajst-1823	22	31	,	,	PUNCT
ajst-1823	22	32	and	and	CCONJ
ajst-1823	22	33	track	track	VERB
ajst-1823	22	34	the	the	DET
ajst-1823	22	35	delivery	delivery	NOUN
ajst-1823	22	36	of	of	ADP
ajst-1823	22	37	goods	good	NOUN
ajst-1823	22	38	.	.	PUNCT
ajst-1823	23	1	under	under	ADP
ajst-1823	23	2	the	the	DET
ajst-1823	23	3	production	production	NOUN
ajst-1823	23	4	mode	mode	NOUN
ajst-1823	23	5	of	of	ADP
ajst-1823	23	6	intelligent	intelligent	ADJ
ajst-1823	23	7	manufacturing	manufacturing	NOUN
ajst-1823	23	8	,	,	PUNCT
ajst-1823	23	9	the	the	DET
ajst-1823	23	10	main	main	ADJ
ajst-1823	23	11	steps	step	NOUN
ajst-1823	23	12	of	of	ADP
ajst-1823	23	13	the	the	DET
ajst-1823	23	14	product	product	NOUN
ajst-1823	23	15	design	design	NOUN
ajst-1823	23	16	process	process	NOUN
ajst-1823	23	17	are	be	AUX
ajst-1823	23	18	“	"	PUNCT
ajst-1823	23	19	demand	demand	NOUN
ajst-1823	23	20	,	,	PUNCT
ajst-1823	23	21	design	design	NOUN
ajst-1823	23	22	,	,	PUNCT
ajst-1823	23	23	sales	sale	NOUN
ajst-1823	23	24	,	,	PUNCT
ajst-1823	23	25	and	and	CCONJ
ajst-1823	23	26	production	production	NOUN
ajst-1823	23	27	”	"	PUNCT
ajst-1823	23	28	.	.	PUNCT
ajst-1823	24	1	users	user	NOUN
ajst-1823	24	2	hope	hope	VERB
ajst-1823	24	3	to	to	PART
ajst-1823	24	4	design	design	VERB
ajst-1823	24	5	or	or	CCONJ
ajst-1823	24	6	select	select	VERB
ajst-1823	24	7	the	the	DET
ajst-1823	24	8	required	require	VERB
ajst-1823	24	9	products	product	NOUN
ajst-1823	24	10	through	through	ADP
ajst-1823	24	11	the	the	DET
ajst-1823	24	12	customized	customized	ADJ
ajst-1823	24	13	platform	platform	NOUN
ajst-1823	24	14	,	,	PUNCT
ajst-1823	24	15	unwilling	unwilling	ADJ
ajst-1823	24	16	to	to	PART
ajst-1823	24	17	accept	accept	VERB
ajst-1823	24	18	the	the	DET
ajst-1823	24	19	design	design	NOUN
ajst-1823	24	20	without	without	ADP
ajst-1823	24	21	much	much	ADJ
ajst-1823	24	22	choice	choice	NOUN
ajst-1823	24	23	.	.	PUNCT
ajst-1823	25	1	this	this	DET
ajst-1823	25	2	process	process	NOUN
ajst-1823	25	3	can	can	AUX
ajst-1823	25	4	be	be	AUX
ajst-1823	25	5	realized	realize	VERB
ajst-1823	25	6	based	base	VERB
ajst-1823	25	7	on	on	ADP
ajst-1823	25	8	three	three	NUM
ajst-1823	25	9	points	point	NOUN
ajst-1823	25	10	.	.	PUNCT
ajst-1823	26	1	first	first	ADV
ajst-1823	26	2	,	,	PUNCT
ajst-1823	26	3	the	the	DET
ajst-1823	26	4	user	user	NOUN
ajst-1823	26	5	puts	put	VERB
ajst-1823	26	6	forward	forward	ADV
ajst-1823	26	7	the	the	DET
ajst-1823	26	8	design	design	NOUN
ajst-1823	26	9	requirement	requirement	NOUN
ajst-1823	26	10	of	of	ADP
ajst-1823	26	11	the	the	DET
ajst-1823	26	12	product	product	NOUN
ajst-1823	26	13	,	,	PUNCT
ajst-1823	26	14	which	which	PRON
ajst-1823	26	15	is	be	AUX
ajst-1823	26	16	completed	complete	VERB
ajst-1823	26	17	by	by	ADP
ajst-1823	26	18	the	the	DET
ajst-1823	26	19	designer	designer	NOUN
ajst-1823	26	20	.	.	PUNCT
ajst-1823	27	1	second	second	ADV
ajst-1823	27	2	,	,	PUNCT
ajst-1823	27	3	the	the	DET
ajst-1823	27	4	user	user	NOUN
ajst-1823	27	5	chooses	choose	VERB
ajst-1823	27	6	from	from	ADP
ajst-1823	27	7	the	the	DET
ajst-1823	27	8	design	design	NOUN
ajst-1823	27	9	schemes	scheme	NOUN
ajst-1823	27	10	provided	provide	VERB
ajst-1823	27	11	by	by	ADP
ajst-1823	27	12	the	the	DET
ajst-1823	27	13	designer	designer	NOUN
ajst-1823	27	14	,	,	PUNCT
ajst-1823	27	15	so	so	SCONJ
ajst-1823	27	16	as	as	SCONJ
ajst-1823	27	17	to	to	PART
ajst-1823	27	18	meet	meet	VERB
ajst-1823	27	19	his	his	PRON
ajst-1823	27	20	design	design	NOUN
ajst-1823	27	21	needs	need	NOUN
ajst-1823	27	22	.	.	PUNCT
ajst-1823	28	1	third	third	ADV
ajst-1823	28	2	,	,	PUNCT
ajst-1823	28	3	choose	choose	VERB
ajst-1823	28	4	from	from	ADP
ajst-1823	28	5	the	the	DET
ajst-1823	28	6	formed	form	VERB
ajst-1823	28	7	design	design	NOUN
ajst-1823	28	8	products	product	NOUN
ajst-1823	28	9	to	to	PART
ajst-1823	28	10	obtain	obtain	VERB
ajst-1823	28	11	the	the	DET
ajst-1823	28	12	design	design	NOUN
ajst-1823	28	13	scheme	scheme	NOUN
ajst-1823	28	14	.	.	PUNCT
ajst-1823	29	1	users	user	NOUN
ajst-1823	29	2	participate	participate	VERB
ajst-1823	29	3	in	in	ADP
ajst-1823	29	4	the	the	DET
ajst-1823	29	5	whole	whole	ADJ
ajst-1823	29	6	process	process	NOUN
ajst-1823	29	7	of	of	ADP
ajst-1823	29	8	product	product	NOUN
ajst-1823	29	9	design	design	NOUN
ajst-1823	29	10	,	,	PUNCT
ajst-1823	29	11	production	production	NOUN
ajst-1823	29	12	and	and	CCONJ
ajst-1823	29	13	delivery	delivery	NOUN
ajst-1823	29	14	through	through	ADP
ajst-1823	29	15	the	the	DET
ajst-1823	29	16	enterprise	enterprise	NOUN
ajst-1823	29	17	’s	’s	PART
ajst-1823	29	18	customized	customize	VERB
ajst-1823	29	19	platform	platform	NOUN
ajst-1823	29	20	.	.	PUNCT
ajst-1823	30	1	by	by	ADP
ajst-1823	30	2	selecting	select	VERB
ajst-1823	30	3	and	and	CCONJ
ajst-1823	30	4	42	42	NUM
ajst-1823	30	5	combining	combine	VERB
ajst-1823	30	6	different	different	ADJ
ajst-1823	30	7	product	product	NOUN
ajst-1823	30	8	modules	module	NOUN
ajst-1823	30	9	,	,	PUNCT
ajst-1823	30	10	they	they	PRON
ajst-1823	30	11	can	can	AUX
ajst-1823	30	12	build	build	VERB
ajst-1823	30	13	characteristic	characteristic	ADJ
ajst-1823	30	14	products	product	NOUN
ajst-1823	30	15	that	that	PRON
ajst-1823	30	16	conform	conform	VERB
ajst-1823	30	17	to	to	ADP
ajst-1823	30	18	their	their	PRON
ajst-1823	30	19	own	own	ADJ
ajst-1823	30	20	personality	personality	NOUN
ajst-1823	30	21	,	,	PUNCT
ajst-1823	30	22	significantly	significantly	ADV
ajst-1823	30	23	simplifying	simplify	VERB
ajst-1823	30	24	the	the	DET
ajst-1823	30	25	product	product	NOUN
ajst-1823	30	26	design	design	NOUN
ajst-1823	30	27	process[2	process[2	PROPN
ajst-1823	30	28	]	]	PUNCT
ajst-1823	30	29	.	.	PUNCT
ajst-1823	31	1	table	table	NOUN
ajst-1823	31	2	1	1	NUM
ajst-1823	31	3	.	.	PUNCT
ajst-1823	31	4	traditional	traditional	ADJ
ajst-1823	31	5	manufacturing	manufacturing	NOUN
ajst-1823	31	6	services	service	NOUN
ajst-1823	31	7	and	and	CCONJ
ajst-1823	31	8	data	datum	NOUN
ajst-1823	31	9	-	-	PUNCT
ajst-1823	31	10	driven	drive	VERB
ajst-1823	31	11	intelligent	intelligent	ADJ
ajst-1823	31	12	service	service	NOUN
ajst-1823	31	13	service	service	NOUN
ajst-1823	31	14	mode	mode	NOUN
ajst-1823	31	15	response	response	NOUN
ajst-1823	31	16	mode	mode	PROPN
ajst-1823	31	17	service	service	NOUN
ajst-1823	31	18	scheduling	scheduling	NOUN
ajst-1823	31	19	fault	fault	NOUN
ajst-1823	31	20	diagnosis	diagnosis	NOUN
ajst-1823	31	21	and	and	CCONJ
ajst-1823	31	22	maintenance	maintenance	NOUN
ajst-1823	31	23	mode	mode	NOUN
ajst-1823	31	24	process	process	NOUN
ajst-1823	31	25	management	management	NOUN
ajst-1823	31	26	analysis	analysis	NOUN
ajst-1823	31	27	and	and	CCONJ
ajst-1823	31	28	decision	decision	NOUN
ajst-1823	31	29	mechanism	mechanism	NOUN
ajst-1823	31	30	system	system	NOUN
ajst-1823	31	31	operation	operation	NOUN
ajst-1823	31	32	control	control	NOUN
ajst-1823	31	33	mode	mode	PROPN
ajst-1823	31	34	traditional	traditional	ADJ
ajst-1823	31	35	manufacturing	manufacturing	NOUN
ajst-1823	31	36	services	service	NOUN
ajst-1823	31	37	(	(	PUNCT
ajst-1823	31	38	product	product	NOUN
ajst-1823	31	39	services	service	NOUN
ajst-1823	31	40	)	)	PUNCT
ajst-1823	31	41	customer	customer	NOUN
ajst-1823	31	42	requests	request	NOUN
ajst-1823	31	43	passively	passively	ADV
ajst-1823	31	44	waiting	wait	VERB
ajst-1823	31	45	for	for	ADP
ajst-1823	31	46	services	service	NOUN
ajst-1823	31	47	and	and	CCONJ
ajst-1823	31	48	resources	resource	NOUN
ajst-1823	31	49	breakdown	breakdown	VERB
ajst-1823	31	50	maintenance	maintenance	NOUN
ajst-1823	31	51	independent	independent	ADJ
ajst-1823	31	52	service	service	NOUN
ajst-1823	31	53	management	management	NOUN
ajst-1823	31	54	putting	put	VERB
ajst-1823	31	55	the	the	DET
ajst-1823	31	56	engineer	engineer	NOUN
ajst-1823	31	57	’s	’s	PART
ajst-1823	31	58	subjective	subjective	ADJ
ajst-1823	31	59	experience	experience	NOUN
ajst-1823	31	60	and	and	CCONJ
ajst-1823	31	61	judgment	judgment	NOUN
ajst-1823	31	62	first	first	ADJ
ajst-1823	31	63	artificial	artificial	ADJ
ajst-1823	31	64	regulation	regulation	NOUN
ajst-1823	31	65	data	data	NOUN
ajst-1823	31	66	-	-	PUNCT
ajst-1823	31	67	driven	drive	VERB
ajst-1823	31	68	intelligent	intelligent	ADJ
ajst-1823	31	69	service	service	NOUN
ajst-1823	31	70	active	active	ADJ
ajst-1823	31	71	identification	identification	NOUN
ajst-1823	31	72	and	and	CCONJ
ajst-1823	31	73	personalized	personalized	ADJ
ajst-1823	31	74	recommendation	recommendation	NOUN
ajst-1823	31	75	of	of	ADP
ajst-1823	31	76	service	service	NOUN
ajst-1823	31	77	providers	provider	NOUN
ajst-1823	31	78	active	active	ADJ
ajst-1823	31	79	and	and	CCONJ
ajst-1823	31	80	dynamic	dynamic	ADJ
ajst-1823	31	81	scheduling	scheduling	NOUN
ajst-1823	31	82	attaching	attach	VERB
ajst-1823	31	83	importance	importance	NOUN
ajst-1823	31	84	to	to	PART
ajst-1823	31	85	fault	fault	VERB
ajst-1823	31	86	prediction	prediction	NOUN
ajst-1823	31	87	and	and	CCONJ
ajst-1823	31	88	prebreakdown	prebreakdown	NOUN
ajst-1823	31	89	maintenance	maintenance	NOUN
ajst-1823	31	90	realizing	realize	VERB
ajst-1823	31	91	data	datum	NOUN
ajst-1823	31	92	integration	integration	NOUN
ajst-1823	31	93	and	and	CCONJ
ajst-1823	31	94	sharing	share	VERB
ajst-1823	31	95	with	with	ADP
ajst-1823	31	96	product	product	NOUN
ajst-1823	31	97	design	design	NOUN
ajst-1823	31	98	joint	joint	ADJ
ajst-1823	31	99	decisionmaking	decisionmaking	NOUN
ajst-1823	31	100	of	of	ADP
ajst-1823	31	101	multidisciplinary	multidisciplinary	ADJ
ajst-1823	31	102	engineers	engineer	NOUN
ajst-1823	31	103	to	to	PART
ajst-1823	31	104	serve	serve	VERB
ajst-1823	31	105	big	big	ADJ
ajst-1823	31	106	data	datum	NOUN
ajst-1823	31	107	and	and	CCONJ
ajst-1823	31	108	manufacturers	manufacturer	NOUN
ajst-1823	31	109	attaching	attach	VERB
ajst-1823	31	110	importance	importance	NOUN
ajst-1823	31	111	to	to	PART
ajst-1823	31	112	system	system	VERB
ajst-1823	31	113	autonomous	autonomous	ADJ
ajst-1823	31	114	regulation	regulation	NOUN
ajst-1823	31	115	3	3	NUM
ajst-1823	31	116	.	.	PUNCT
ajst-1823	31	117	characteristics	characteristic	NOUN
ajst-1823	31	118	and	and	CCONJ
ajst-1823	31	119	architecture	architecture	NOUN
ajst-1823	31	120	of	of	ADP
ajst-1823	31	121	big	big	ADJ
ajst-1823	31	122	data	datum	NOUN
ajst-1823	31	123	in	in	ADP
ajst-1823	31	124	manufacturing	manufacture	VERB
ajst-1823	31	125	big	big	ADJ
ajst-1823	31	126	data	datum	NOUN
ajst-1823	31	127	in	in	ADP
ajst-1823	31	128	manufacturing	manufacturing	NOUN
ajst-1823	31	129	is	be	AUX
ajst-1823	31	130	the	the	DET
ajst-1823	31	131	sum	sum	NOUN
ajst-1823	31	132	of	of	ADP
ajst-1823	31	133	industrial	industrial	ADJ
ajst-1823	31	134	data	datum	NOUN
ajst-1823	31	135	and	and	CCONJ
ajst-1823	31	136	related	related	ADJ
ajst-1823	31	137	technologies	technology	NOUN
ajst-1823	31	138	and	and	CCONJ
ajst-1823	31	139	applications	application	NOUN
ajst-1823	31	140	.	.	PUNCT
ajst-1823	32	1	its	its	PRON
ajst-1823	32	2	core	core	NOUN
ajst-1823	32	3	is	be	AUX
ajst-1823	32	4	production	production	NOUN
ajst-1823	32	5	business	business	NOUN
ajst-1823	32	6	,	,	PUNCT
ajst-1823	32	7	equipment	equipment	NOUN
ajst-1823	32	8	iot	iot	NOUN
ajst-1823	32	9	and	and	CCONJ
ajst-1823	32	10	external	external	ADJ
ajst-1823	32	11	cross	cross	ADJ
ajst-1823	32	12	-	-	ADJ
ajst-1823	32	13	border	border	ADJ
ajst-1823	32	14	data	datum	NOUN
ajst-1823	32	15	,	,	PUNCT
ajst-1823	32	16	while	while	SCONJ
ajst-1823	32	17	it	it	PRON
ajst-1823	32	18	extends	extend	VERB
ajst-1823	32	19	to	to	ADP
ajst-1823	32	20	related	relate	VERB
ajst-1823	32	21	technologies	technology	NOUN
ajst-1823	32	22	and	and	CCONJ
ajst-1823	32	23	applications	application	NOUN
ajst-1823	32	24	.	.	PUNCT
ajst-1823	33	1	in	in	ADP
ajst-1823	33	2	addition	addition	NOUN
ajst-1823	33	3	to	to	ADP
ajst-1823	33	4	the	the	DET
ajst-1823	33	5	“	"	PUNCT
ajst-1823	33	6	5v	5v	NOUN
ajst-1823	33	7	”	"	PUNCT
ajst-1823	33	8	(	(	PUNCT
ajst-1823	33	9	volume	volume	NOUN
ajst-1823	33	10	,	,	PUNCT
ajst-1823	33	11	velocity	velocity	NOUN
ajst-1823	33	12	,	,	PUNCT
ajst-1823	33	13	varity	varity	NOUN
ajst-1823	33	14	,	,	PUNCT
ajst-1823	33	15	value	value	NOUN
ajst-1823	33	16	and	and	CCONJ
ajst-1823	33	17	veracity	veracity	NOUN
ajst-1823	33	18	)	)	PUNCT
ajst-1823	33	19	characteristics	characteristic	NOUN
ajst-1823	33	20	shared	share	VERB
ajst-1823	33	21	by	by	ADP
ajst-1823	33	22	big	big	ADJ
ajst-1823	33	23	data	datum	NOUN
ajst-1823	33	24	,	,	PUNCT
ajst-1823	33	25	big	big	ADJ
ajst-1823	33	26	data	datum	NOUN
ajst-1823	33	27	in	in	ADP
ajst-1823	33	28	manufacturing	manufacturing	NOUN
ajst-1823	33	29	also	also	ADV
ajst-1823	33	30	has	have	VERB
ajst-1823	33	31	many	many	ADJ
ajst-1823	33	32	characteristics	characteristic	NOUN
ajst-1823	33	33	related	relate	VERB
ajst-1823	33	34	to	to	ADP
ajst-1823	33	35	those	those	PRON
ajst-1823	33	36	of	of	ADP
ajst-1823	33	37	manufacturing	manufacture	VERB
ajst-1823	33	38	industry	industry	NOUN
ajst-1823	33	39	.	.	PUNCT
ajst-1823	34	1	3.1	3.1	NUM
ajst-1823	34	2	.	.	PUNCT
ajst-1823	34	3	characteristics	characteristic	NOUN
ajst-1823	34	4	of	of	ADP
ajst-1823	34	5	big	big	ADJ
ajst-1823	34	6	data	datum	NOUN
ajst-1823	34	7	in	in	ADP
ajst-1823	34	8	manufacturing	manufacture	VERB
ajst-1823	34	9	3.1.1	3.1.1	NUM
ajst-1823	34	10	.	.	PUNCT
ajst-1823	35	1	diverse	diverse	ADJ
ajst-1823	35	2	data	datum	NOUN
ajst-1823	35	3	sources	source	NOUN
ajst-1823	35	4	due	due	ADP
ajst-1823	35	5	to	to	ADP
ajst-1823	35	6	the	the	DET
ajst-1823	35	7	large	large	ADJ
ajst-1823	35	8	number	number	NOUN
ajst-1823	35	9	of	of	ADP
ajst-1823	35	10	categories	category	NOUN
ajst-1823	35	11	in	in	ADP
ajst-1823	35	12	manufacturing	manufacturing	NOUN
ajst-1823	35	13	,	,	PUNCT
ajst-1823	35	14	the	the	DET
ajst-1823	35	15	big	big	ADJ
ajst-1823	35	16	data	datum	NOUN
ajst-1823	35	17	of	of	ADP
ajst-1823	35	18	enterprises	enterprise	NOUN
ajst-1823	35	19	comes	come	VERB
ajst-1823	35	20	from	from	ADP
ajst-1823	35	21	various	various	ADJ
ajst-1823	35	22	data	datum	NOUN
ajst-1823	35	23	sources	source	NOUN
ajst-1823	35	24	,	,	PUNCT
ajst-1823	35	25	such	such	ADJ
ajst-1823	35	26	as	as	ADP
ajst-1823	35	27	product	product	NOUN
ajst-1823	35	28	design	design	NOUN
ajst-1823	35	29	software	software	NOUN
ajst-1823	35	30	,	,	PUNCT
ajst-1823	35	31	production	production	NOUN
ajst-1823	35	32	equipment	equipment	NOUN
ajst-1823	35	33	operation	operation	NOUN
ajst-1823	35	34	process	process	NOUN
ajst-1823	35	35	,	,	PUNCT
ajst-1823	35	36	product	product	NOUN
ajst-1823	35	37	quality	quality	NOUN
ajst-1823	35	38	monitoring	monitoring	NOUN
ajst-1823	35	39	equipment	equipment	NOUN
ajst-1823	35	40	,	,	PUNCT
ajst-1823	35	41	enterprise	enterprise	NOUN
ajst-1823	35	42	management	management	NOUN
ajst-1823	35	43	information	information	NOUN
ajst-1823	35	44	system	system	NOUN
ajst-1823	35	45	,	,	PUNCT
ajst-1823	35	46	supply	supply	NOUN
ajst-1823	35	47	chain	chain	NOUN
ajst-1823	35	48	and	and	CCONJ
ajst-1823	35	49	sales	sale	NOUN
ajst-1823	35	50	network	network	NOUN
ajst-1823	35	51	.	.	PUNCT
ajst-1823	36	1	what	what	PRON
ajst-1823	36	2	’s	’	VERB
ajst-1823	36	3	more	more	ADJ
ajst-1823	36	4	,	,	PUNCT
ajst-1823	36	5	due	due	ADP
ajst-1823	36	6	to	to	ADP
ajst-1823	36	7	the	the	DET
ajst-1823	36	8	inconsistent	inconsistent	ADJ
ajst-1823	36	9	automation	automation	NOUN
ajst-1823	36	10	of	of	ADP
ajst-1823	36	11	manufacturing	manufacturing	NOUN
ajst-1823	36	12	enterprises	enterprise	NOUN
ajst-1823	36	13	,	,	PUNCT
ajst-1823	36	14	plenty	plenty	NOUN
ajst-1823	36	15	of	of	ADP
ajst-1823	36	16	small	small	ADJ
ajst-1823	36	17	and	and	CCONJ
ajst-1823	36	18	medium	medium	ADJ
ajst-1823	36	19	-	-	PUNCT
ajst-1823	36	20	sized	sized	ADJ
ajst-1823	36	21	enterprises	enterprise	NOUN
ajst-1823	36	22	have	have	AUX
ajst-1823	36	23	not	not	PART
ajst-1823	36	24	reached	reach	VERB
ajst-1823	36	25	the	the	DET
ajst-1823	36	26	level	level	NOUN
ajst-1823	36	27	of	of	ADP
ajst-1823	36	28	full	full	ADJ
ajst-1823	36	29	automation	automation	NOUN
ajst-1823	36	30	,	,	PUNCT
ajst-1823	36	31	and	and	CCONJ
ajst-1823	36	32	human	human	ADJ
ajst-1823	36	33	-	-	PUNCT
ajst-1823	36	34	machine	machine	NOUN
ajst-1823	36	35	collaboration	collaboration	NOUN
ajst-1823	36	36	remains	remain	VERB
ajst-1823	36	37	.	.	PUNCT
ajst-1823	37	1	therefore	therefore	ADV
ajst-1823	37	2	,	,	PUNCT
ajst-1823	37	3	big	big	ADJ
ajst-1823	37	4	data	datum	NOUN
ajst-1823	37	5	in	in	ADP
ajst-1823	37	6	manufacturing	manufacturing	NOUN
ajst-1823	37	7	includes	include	VERB
ajst-1823	37	8	both	both	DET
ajst-1823	37	9	machine	machine	NOUN
ajst-1823	37	10	-	-	PUNCT
ajst-1823	37	11	generated	generate	VERB
ajst-1823	37	12	data	datum	NOUN
ajst-1823	37	13	(	(	PUNCT
ajst-1823	37	14	such	such	ADJ
ajst-1823	37	15	as	as	ADP
ajst-1823	37	16	real	real	ADJ
ajst-1823	37	17	-	-	PUNCT
ajst-1823	37	18	time	time	NOUN
ajst-1823	37	19	perception	perception	NOUN
ajst-1823	37	20	data	datum	NOUN
ajst-1823	37	21	)	)	PUNCT
ajst-1823	37	22	and	and	CCONJ
ajst-1823	37	23	human	human	NOUN
ajst-1823	37	24	-	-	PUNCT
ajst-1823	37	25	generated	generate	VERB
ajst-1823	37	26	data	datum	NOUN
ajst-1823	37	27	(	(	PUNCT
ajst-1823	37	28	such	such	ADJ
ajst-1823	37	29	as	as	ADP
ajst-1823	37	30	enterprise	enterprise	NOUN
ajst-1823	37	31	management	management	NOUN
ajst-1823	37	32	data	datum	NOUN
ajst-1823	37	33	and	and	CCONJ
ajst-1823	37	34	supply	supply	NOUN
ajst-1823	37	35	chain	chain	NOUN
ajst-1823	37	36	data	datum	NOUN
ajst-1823	37	37	)	)	PUNCT
ajst-1823	37	38	.	.	PUNCT
ajst-1823	38	1	data	datum	NOUN
ajst-1823	38	2	inconsistencies	inconsistency	NOUN
ajst-1823	38	3	and	and	CCONJ
ajst-1823	38	4	conflicts	conflict	NOUN
ajst-1823	38	5	in	in	ADP
ajst-1823	38	6	many	many	ADJ
ajst-1823	38	7	autonomous	autonomous	ADJ
ajst-1823	38	8	data	datum	NOUN
ajst-1823	38	9	sources	source	NOUN
ajst-1823	38	10	,	,	PUNCT
ajst-1823	38	11	coupled	couple	VERB
ajst-1823	38	12	with	with	ADP
ajst-1823	38	13	complex	complex	ADJ
ajst-1823	38	14	manufacturing	manufacturing	NOUN
ajst-1823	38	15	process	process	NOUN
ajst-1823	38	16	,	,	PUNCT
ajst-1823	38	17	massive	massive	ADJ
ajst-1823	38	18	data	datum	NOUN
ajst-1823	38	19	,	,	PUNCT
ajst-1823	38	20	and	and	CCONJ
ajst-1823	38	21	fast	fast	ADJ
ajst-1823	38	22	update	update	NOUN
ajst-1823	38	23	speed	speed	NOUN
ajst-1823	38	24	,	,	PUNCT
ajst-1823	38	25	result	result	VERB
ajst-1823	38	26	in	in	ADP
ajst-1823	38	27	the	the	DET
ajst-1823	38	28	greater	great	ADJ
ajst-1823	38	29	probability	probability	NOUN
ajst-1823	38	30	of	of	ADP
ajst-1823	38	31	data	datum	NOUN
ajst-1823	38	32	errors	error	NOUN
ajst-1823	38	33	in	in	ADP
ajst-1823	38	34	manufacturing.[3	manufacturing.[3	NOUN
ajst-1823	38	35	]	]	X
ajst-1823	38	36	3.1.2	3.1.2	NUM
ajst-1823	38	37	.	.	PUNCT
ajst-1823	38	38	low	low	ADJ
ajst-1823	38	39	data	datum	NOUN
ajst-1823	38	40	quality	quality	NOUN
ajst-1823	38	41	due	due	ADP
ajst-1823	38	42	to	to	ADP
ajst-1823	38	43	the	the	DET
ajst-1823	38	44	complex	complex	ADJ
ajst-1823	38	45	environment	environment	NOUN
ajst-1823	38	46	in	in	ADP
ajst-1823	38	47	the	the	DET
ajst-1823	38	48	manufacturing	manufacturing	NOUN
ajst-1823	38	49	process	process	NOUN
ajst-1823	38	50	,	,	PUNCT
ajst-1823	38	51	the	the	DET
ajst-1823	38	52	sensors	sensor	NOUN
ajst-1823	38	53	collecting	collect	VERB
ajst-1823	38	54	data	datum	NOUN
ajst-1823	38	55	or	or	CCONJ
ajst-1823	38	56	the	the	DET
ajst-1823	38	57	wireless	wireless	ADJ
ajst-1823	38	58	network	network	NOUN
ajst-1823	38	59	transmitting	transmit	VERB
ajst-1823	38	60	information	information	NOUN
ajst-1823	38	61	may	may	AUX
ajst-1823	38	62	have	have	VERB
ajst-1823	38	63	errors	error	NOUN
ajst-1823	38	64	,	,	PUNCT
ajst-1823	38	65	resulting	result	VERB
ajst-1823	38	66	in	in	ADP
ajst-1823	38	67	more	more	ADJ
ajst-1823	38	68	noise	noise	NOUN
ajst-1823	38	69	or	or	CCONJ
ajst-1823	38	70	missing	miss	VERB
ajst-1823	38	71	in	in	ADP
ajst-1823	38	72	the	the	DET
ajst-1823	38	73	collected	collect	VERB
ajst-1823	38	74	data	datum	NOUN
ajst-1823	38	75	than	than	ADP
ajst-1823	38	76	in	in	ADP
ajst-1823	38	77	general	general	ADJ
ajst-1823	38	78	big	big	ADJ
ajst-1823	38	79	data	datum	NOUN
ajst-1823	38	80	.	.	PUNCT
ajst-1823	39	1	3.1.3	3.1.3	NUM
ajst-1823	39	2	.	.	PUNCT
ajst-1823	39	3	complex	complex	ADJ
ajst-1823	39	4	information	information	NOUN
ajst-1823	39	5	contained	contain	VERB
ajst-1823	39	6	in	in	ADP
ajst-1823	39	7	data	datum	NOUN
ajst-1823	39	8	due	due	ADP
ajst-1823	39	9	to	to	ADP
ajst-1823	39	10	uneven	uneven	ADJ
ajst-1823	39	11	level	level	NOUN
ajst-1823	39	12	of	of	ADP
ajst-1823	39	13	informatization	informatization	NOUN
ajst-1823	39	14	in	in	ADP
ajst-1823	39	15	manufacturing	manufacturing	NOUN
ajst-1823	39	16	enterprises	enterprise	NOUN
ajst-1823	39	17	and	and	CCONJ
ajst-1823	39	18	different	different	ADJ
ajst-1823	39	19	characteristics	characteristic	NOUN
ajst-1823	39	20	of	of	ADP
ajst-1823	39	21	production	production	NOUN
ajst-1823	39	22	process	process	NOUN
ajst-1823	39	23	in	in	ADP
ajst-1823	39	24	different	different	ADJ
ajst-1823	39	25	industries	industry	NOUN
ajst-1823	39	26	,	,	PUNCT
ajst-1823	39	27	there	there	PRON
ajst-1823	39	28	may	may	AUX
ajst-1823	39	29	be	be	AUX
ajst-1823	39	30	different	different	ADJ
ajst-1823	39	31	degrees	degree	NOUN
ajst-1823	39	32	of	of	ADP
ajst-1823	39	33	coupling	coupling	NOUN
ajst-1823	39	34	between	between	ADP
ajst-1823	39	35	the	the	DET
ajst-1823	39	36	steps	step	NOUN
ajst-1823	39	37	of	of	ADP
ajst-1823	39	38	production	production	NOUN
ajst-1823	39	39	links	link	NOUN
ajst-1823	39	40	.	.	PUNCT
ajst-1823	40	1	therefore	therefore	ADV
ajst-1823	40	2	,	,	PUNCT
ajst-1823	40	3	the	the	DET
ajst-1823	40	4	correlation	correlation	NOUN
ajst-1823	40	5	and	and	CCONJ
ajst-1823	40	6	mutual	mutual	ADJ
ajst-1823	40	7	influence	influence	NOUN
ajst-1823	40	8	between	between	ADP
ajst-1823	40	9	data	datum	NOUN
ajst-1823	40	10	are	be	AUX
ajst-1823	40	11	relatively	relatively	ADV
ajst-1823	40	12	common	common	ADJ
ajst-1823	40	13	in	in	ADP
ajst-1823	40	14	manufacturing	manufacturing	NOUN
ajst-1823	40	15	industry	industry	NOUN
ajst-1823	40	16	.	.	PUNCT
ajst-1823	41	1	3.1.4	3.1.4	X
ajst-1823	41	2	.	.	PUNCT
ajst-1823	41	3	high	high	ADJ
ajst-1823	41	4	real	real	ADJ
ajst-1823	41	5	-	-	PUNCT
ajst-1823	41	6	time	time	NOUN
ajst-1823	41	7	performance	performance	NOUN
ajst-1823	41	8	in	in	ADP
ajst-1823	41	9	data	data	NOUN
ajst-1823	41	10	production	production	NOUN
ajst-1823	41	11	line	line	NOUN
ajst-1823	41	12	monitoring	monitor	VERB
ajst-1823	41	13	data	datum	NOUN
ajst-1823	41	14	(	(	PUNCT
ajst-1823	41	15	such	such	ADJ
ajst-1823	41	16	as	as	ADP
ajst-1823	41	17	operating	operate	VERB
ajst-1823	41	18	status	status	NOUN
ajst-1823	41	19	monitoring	monitor	VERB
ajst-1823	41	20	data	datum	NOUN
ajst-1823	41	21	of	of	ADP
ajst-1823	41	22	equipment	equipment	NOUN
ajst-1823	41	23	and	and	CCONJ
ajst-1823	41	24	production	production	NOUN
ajst-1823	41	25	status	status	NOUN
ajst-1823	41	26	monitoring	monitor	VERB
ajst-1823	41	27	data	datum	NOUN
ajst-1823	41	28	of	of	ADP
ajst-1823	41	29	each	each	DET
ajst-1823	41	30	process	process	NOUN
ajst-1823	41	31	)	)	PUNCT
ajst-1823	41	32	is	be	AUX
ajst-1823	41	33	continuously	continuously	ADV
ajst-1823	41	34	sampled	sample	VERB
ajst-1823	41	35	time	time	NOUN
ajst-1823	41	36	series	series	PROPN
ajst-1823	41	37	data	datum	NOUN
ajst-1823	41	38	with	with	ADP
ajst-1823	41	39	time	time	NOUN
ajst-1823	41	40	labels	label	NOUN
ajst-1823	41	41	and	and	CCONJ
ajst-1823	41	42	sequences	sequence	NOUN
ajst-1823	41	43	.	.	PUNCT
ajst-1823	42	1	since	since	SCONJ
ajst-1823	42	2	the	the	DET
ajst-1823	42	3	industrial	industrial	ADJ
ajst-1823	42	4	system	system	NOUN
ajst-1823	42	5	is	be	AUX
ajst-1823	42	6	a	a	DET
ajst-1823	42	7	typical	typical	ADJ
ajst-1823	42	8	real	real	ADJ
ajst-1823	42	9	-	-	PUNCT
ajst-1823	42	10	time	time	NOUN
ajst-1823	42	11	control	control	NOUN
ajst-1823	42	12	and	and	CCONJ
ajst-1823	42	13	real	real	ADJ
ajst-1823	42	14	-	-	PUNCT
ajst-1823	42	15	time	time	NOUN
ajst-1823	42	16	information	information	NOUN
ajst-1823	42	17	processing	processing	NOUN
ajst-1823	42	18	system	system	NOUN
ajst-1823	42	19	,	,	PUNCT
ajst-1823	42	20	many	many	ADJ
ajst-1823	42	21	links	link	NOUN
ajst-1823	42	22	in	in	ADP
ajst-1823	42	23	the	the	DET
ajst-1823	42	24	production	production	NOUN
ajst-1823	42	25	line	line	NOUN
ajst-1823	42	26	have	have	VERB
ajst-1823	42	27	strict	strict	ADJ
ajst-1823	42	28	real	real	ADJ
ajst-1823	42	29	-	-	PUNCT
ajst-1823	42	30	time	time	NOUN
ajst-1823	42	31	constraints	constraint	NOUN
ajst-1823	42	32	,	,	PUNCT
ajst-1823	42	33	which	which	PRON
ajst-1823	42	34	determines	determine	VERB
ajst-1823	42	35	that	that	SCONJ
ajst-1823	42	36	a	a	DET
ajst-1823	42	37	large	large	ADJ
ajst-1823	42	38	proportion	proportion	NOUN
ajst-1823	42	39	of	of	ADP
ajst-1823	42	40	the	the	DET
ajst-1823	42	41	data	datum	NOUN
ajst-1823	42	42	in	in	ADP
ajst-1823	42	43	manufacturing	manufacturing	NOUN
ajst-1823	42	44	is	be	AUX
ajst-1823	42	45	real	real	ADJ
ajst-1823	42	46	-	-	PUNCT
ajst-1823	42	47	time	time	NOUN
ajst-1823	42	48	data	datum	NOUN
ajst-1823	42	49	.	.	PUNCT
ajst-1823	43	1	3.2	3.2	NUM
ajst-1823	43	2	.	.	PUNCT
ajst-1823	43	3	architecture	architecture	NOUN
ajst-1823	43	4	of	of	ADP
ajst-1823	43	5	big	big	ADJ
ajst-1823	43	6	data	datum	NOUN
ajst-1823	43	7	in	in	ADP
ajst-1823	43	8	manufacturing	manufacture	VERB
ajst-1823	43	9	the	the	DET
ajst-1823	43	10	architecture	architecture	NOUN
ajst-1823	43	11	of	of	ADP
ajst-1823	43	12	industrial	industrial	ADJ
ajst-1823	43	13	big	big	ADJ
ajst-1823	43	14	data	datum	NOUN
ajst-1823	43	15	includes	include	VERB
ajst-1823	43	16	four	four	NUM
ajst-1823	43	17	levels	level	NOUN
ajst-1823	43	18	:	:	PUNCT
ajst-1823	43	19	3.2.1	3.2.1	NUM
ajst-1823	43	20	.	.	PUNCT
ajst-1823	44	1	data	datum	NOUN
ajst-1823	44	2	perception	perception	NOUN
ajst-1823	44	3	and	and	CCONJ
ajst-1823	44	4	collection	collection	NOUN
ajst-1823	44	5	based	base	VERB
ajst-1823	44	6	on	on	ADP
ajst-1823	44	7	sensor	sensor	NOUN
ajst-1823	44	8	,	,	PUNCT
ajst-1823	44	9	rfid	rfid	NOUN
ajst-1823	44	10	,	,	PUNCT
ajst-1823	44	11	embedded	embed	VERB
ajst-1823	44	12	technology	technology	NOUN
ajst-1823	44	13	,	,	PUNCT
ajst-1823	44	14	and	and	CCONJ
ajst-1823	44	15	digital	digital	ADJ
ajst-1823	44	16	integrated	integrate	VERB
ajst-1823	44	17	technology	technology	NOUN
ajst-1823	44	18	,	,	PUNCT
ajst-1823	44	19	data	datum	NOUN
ajst-1823	44	20	is	be	AUX
ajst-1823	44	21	obtained	obtain	VERB
ajst-1823	44	22	from	from	ADP
ajst-1823	44	23	multiple	multiple	ADJ
ajst-1823	44	24	data	datum	NOUN
ajst-1823	44	25	sources	source	NOUN
ajst-1823	44	26	.	.	PUNCT
ajst-1823	45	1	data	datum	NOUN
ajst-1823	45	2	transmission	transmission	NOUN
ajst-1823	45	3	through	through	ADP
ajst-1823	45	4	the	the	DET
ajst-1823	45	5	internet	internet	NOUN
ajst-1823	45	6	,	,	PUNCT
ajst-1823	45	7	radio	radio	NOUN
ajst-1823	45	8	frequency	frequency	NOUN
ajst-1823	45	9	,	,	PUNCT
ajst-1823	45	10	infrared	infrare	VERB
ajst-1823	45	11	,	,	PUNCT
ajst-1823	45	12	etc	etc	X
ajst-1823	45	13	.	.	X
ajst-1823	45	14	,	,	PUNCT
ajst-1823	45	15	coupled	couple	VERB
ajst-1823	45	16	with	with	ADP
ajst-1823	45	17	data	datum	NOUN
ajst-1823	45	18	fusion	fusion	NOUN
ajst-1823	45	19	,	,	PUNCT
ajst-1823	45	20	can	can	AUX
ajst-1823	45	21	ensure	ensure	VERB
ajst-1823	45	22	real	real	ADJ
ajst-1823	45	23	-	-	PUNCT
ajst-1823	45	24	time	time	NOUN
ajst-1823	45	25	and	and	CCONJ
ajst-1823	45	26	accurate	accurate	ADJ
ajst-1823	45	27	source	source	NOUN
ajst-1823	45	28	data	datum	NOUN
ajst-1823	45	29	.	.	PUNCT
ajst-1823	46	1	3.2.2	3.2.2	NUM
ajst-1823	46	2	.	.	PUNCT
ajst-1823	46	3	data	datum	NOUN
ajst-1823	46	4	storage	storage	NOUN
ajst-1823	46	5	and	and	CCONJ
ajst-1823	46	6	modeling	modeling	NOUN
ajst-1823	46	7	combined	combine	VERB
ajst-1823	46	8	with	with	ADP
ajst-1823	46	9	traditional	traditional	ADJ
ajst-1823	46	10	database	database	NOUN
ajst-1823	46	11	technology	technology	NOUN
ajst-1823	46	12	and	and	CCONJ
ajst-1823	46	13	cutting	cutting	NOUN
ajst-1823	46	14	-	-	PUNCT
ajst-1823	46	15	edge	edge	NOUN
ajst-1823	46	16	distributed	distribute	VERB
ajst-1823	46	17	storage	storage	NOUN
ajst-1823	46	18	technology	technology	NOUN
ajst-1823	46	19	,	,	PUNCT
ajst-1823	46	20	a	a	DET
ajst-1823	46	21	multi	multi	ADJ
ajst-1823	46	22	-	-	ADJ
ajst-1823	46	23	level	level	ADJ
ajst-1823	46	24	hybrid	hybrid	ADJ
ajst-1823	46	25	storage	storage	NOUN
ajst-1823	46	26	structure	structure	NOUN
ajst-1823	46	27	is	be	AUX
ajst-1823	46	28	established	establish	VERB
ajst-1823	46	29	for	for	ADP
ajst-1823	46	30	various	various	ADJ
ajst-1823	46	31	storage	storage	NOUN
ajst-1823	46	32	systems	system	NOUN
ajst-1823	46	33	and	and	CCONJ
ajst-1823	46	34	can	can	AUX
ajst-1823	46	35	be	be	AUX
ajst-1823	46	36	uniformly	uniformly	ADV
ajst-1823	46	37	accessed	access	VERB
ajst-1823	46	38	.	.	PUNCT
ajst-1823	47	1	data	datum	NOUN
ajst-1823	47	2	is	be	AUX
ajst-1823	47	3	stored	store	VERB
ajst-1823	47	4	in	in	ADP
ajst-1823	47	5	the	the	DET
ajst-1823	47	6	form	form	NOUN
ajst-1823	47	7	of	of	ADP
ajst-1823	47	8	global	global	ADJ
ajst-1823	47	9	ontology	ontology	NOUN
ajst-1823	47	10	models	model	NOUN
ajst-1823	47	11	such	such	ADJ
ajst-1823	47	12	as	as	ADP
ajst-1823	47	13	equipment	equipment	NOUN
ajst-1823	47	14	,	,	PUNCT
ajst-1823	47	15	process	process	NOUN
ajst-1823	47	16	,	,	PUNCT
ajst-1823	47	17	production	production	NOUN
ajst-1823	47	18	line	line	NOUN
ajst-1823	47	19	,	,	PUNCT
ajst-1823	47	20	and	and	CCONJ
ajst-1823	47	21	user	user	NOUN
ajst-1823	47	22	.	.	PUNCT
ajst-1823	48	1	3.2.3	3.2.3	X
ajst-1823	48	2	.	.	PUNCT
ajst-1823	48	3	data	datum	NOUN
ajst-1823	48	4	analysis	analysis	NOUN
ajst-1823	48	5	and	and	CCONJ
ajst-1823	48	6	decision	decision	NOUN
ajst-1823	48	7	-	-	PUNCT
ajst-1823	48	8	making	make	VERB
ajst-1823	48	9	data	datum	NOUN
ajst-1823	48	10	is	be	AUX
ajst-1823	48	11	input	input	NOUN
ajst-1823	48	12	from	from	ADP
ajst-1823	48	13	the	the	DET
ajst-1823	48	14	storage	storage	NOUN
ajst-1823	48	15	system	system	NOUN
ajst-1823	48	16	,	,	PUNCT
ajst-1823	48	17	an	an	DET
ajst-1823	48	18	appropriate	appropriate	ADJ
ajst-1823	48	19	computing	computing	NOUN
ajst-1823	48	20	framework	framework	NOUN
ajst-1823	48	21	is	be	AUX
ajst-1823	48	22	selected	select	VERB
ajst-1823	48	23	,	,	PUNCT
ajst-1823	48	24	data	datum	NOUN
ajst-1823	48	25	mining	mining	NOUN
ajst-1823	48	26	algorithms	algorithm	NOUN
ajst-1823	48	27	such	such	ADJ
ajst-1823	48	28	as	as	ADP
ajst-1823	48	29	classification	classification	NOUN
ajst-1823	48	30	and	and	CCONJ
ajst-1823	48	31	regression	regression	NOUN
ajst-1823	48	32	are	be	AUX
ajst-1823	48	33	integrated	integrate	VERB
ajst-1823	48	34	to	to	PART
ajst-1823	48	35	build	build	VERB
ajst-1823	48	36	an	an	DET
ajst-1823	48	37	industry	industry	NOUN
ajst-1823	48	38	analysis	analysis	NOUN
ajst-1823	48	39	model	model	NOUN
ajst-1823	48	40	,	,	PUNCT
ajst-1823	48	41	and	and	CCONJ
ajst-1823	48	42	the	the	DET
ajst-1823	48	43	results	result	NOUN
ajst-1823	48	44	are	be	AUX
ajst-1823	48	45	visually	visually	ADV
ajst-1823	48	46	displayed	display	VERB
ajst-1823	48	47	.	.	PUNCT
ajst-1823	49	1	3.2.4	3.2.4	NUM
ajst-1823	49	2	.	.	PUNCT
ajst-1823	49	3	data	datum	NOUN
ajst-1823	49	4	application	application	VERB
ajst-1823	49	5	the	the	DET
ajst-1823	49	6	industrial	industrial	ADJ
ajst-1823	49	7	big	big	ADJ
ajst-1823	49	8	data	data	NOUN
ajst-1823	49	9	application	application	NOUN
ajst-1823	49	10	scenarios	scenario	NOUN
ajst-1823	49	11	are	be	AUX
ajst-1823	49	12	determined	determine	VERB
ajst-1823	49	13	based	base	VERB
ajst-1823	49	14	on	on	ADP
ajst-1823	49	15	business	business	NOUN
ajst-1823	49	16	needs	need	NOUN
ajst-1823	49	17	.	.	PUNCT
ajst-1823	50	1	and	and	CCONJ
ajst-1823	50	2	the	the	DET
ajst-1823	50	3	application	application	NOUN
ajst-1823	50	4	scenarios	scenario	NOUN
ajst-1823	50	5	for	for	ADP
ajst-1823	50	6	production	production	NOUN
ajst-1823	50	7	management	management	NOUN
ajst-1823	50	8	and	and	CCONJ
ajst-1823	50	9	control	control	NOUN
ajst-1823	50	10	include	include	VERB
ajst-1823	50	11	production	production	NOUN
ajst-1823	50	12	scheduling	scheduling	NOUN
ajst-1823	50	13	,	,	PUNCT
ajst-1823	50	14	fault	fault	VERB
ajst-1823	50	15	diagnosis	diagnosis	NOUN
ajst-1823	50	16	and	and	CCONJ
ajst-1823	50	17	prediction	prediction	NOUN
ajst-1823	50	18	,	,	PUNCT
ajst-1823	50	19	quality	quality	NOUN
ajst-1823	50	20	management	management	NOUN
ajst-1823	50	21	,	,	PUNCT
ajst-1823	50	22	supply	supply	NOUN
ajst-1823	50	23	chain	chain	NOUN
ajst-1823	50	24	analysis	analysis	NOUN
ajst-1823	50	25	and	and	CCONJ
ajst-1823	50	26	optimization	optimization	NOUN
ajst-1823	50	27	,	,	PUNCT
ajst-1823	50	28	etc	etc	X
ajst-1823	50	29	.	.	X
ajst-1823	51	1	4	4	X
ajst-1823	51	2	.	.	X
ajst-1823	51	3	application	application	NOUN
ajst-1823	51	4	prospect	prospect	NOUN
ajst-1823	51	5	of	of	ADP
ajst-1823	51	6	data	datum	NOUN
ajst-1823	51	7	mining	mining	NOUN
ajst-1823	51	8	technology	technology	NOUN
ajst-1823	51	9	in	in	ADP
ajst-1823	51	10	intelligent	intelligent	ADJ
ajst-1823	51	11	manufacturing	manufacturing	NOUN
ajst-1823	51	12	4.1	4.1	NUM
ajst-1823	51	13	.	.	PUNCT
ajst-1823	52	1	production	production	NOUN
ajst-1823	52	2	scheduling	schedule	VERB
ajst-1823	52	3	the	the	DET
ajst-1823	52	4	deviation	deviation	NOUN
ajst-1823	52	5	between	between	ADP
ajst-1823	52	6	actual	actual	ADJ
ajst-1823	52	7	production	production	NOUN
ajst-1823	52	8	and	and	CCONJ
ajst-1823	52	9	plan	plan	NOUN
ajst-1823	52	10	can	can	AUX
ajst-1823	52	11	be	be	AUX
ajst-1823	52	12	43	43	NUM
ajst-1823	52	13	detected	detect	VERB
ajst-1823	52	14	by	by	ADP
ajst-1823	52	15	dynamically	dynamically	ADV
ajst-1823	52	16	monitoring	monitor	VERB
ajst-1823	52	17	abnormal	abnormal	ADJ
ajst-1823	52	18	events	event	NOUN
ajst-1823	52	19	(	(	PUNCT
ajst-1823	52	20	such	such	ADJ
ajst-1823	52	21	as	as	ADP
ajst-1823	52	22	material	material	ADJ
ajst-1823	52	23	shortage	shortage	NOUN
ajst-1823	52	24	,	,	PUNCT
ajst-1823	52	25	equipment	equipment	NOUN
ajst-1823	52	26	failure	failure	NOUN
ajst-1823	52	27	,	,	PUNCT
ajst-1823	52	28	and	and	CCONJ
ajst-1823	52	29	emergency	emergency	NOUN
ajst-1823	52	30	order	order	NOUN
ajst-1823	52	31	insertion	insertion	NOUN
ajst-1823	52	32	)	)	PUNCT
ajst-1823	52	33	on	on	ADP
ajst-1823	52	34	the	the	DET
ajst-1823	52	35	basis	basis	NOUN
ajst-1823	52	36	of	of	ADP
ajst-1823	52	37	intelligent	intelligent	ADJ
ajst-1823	52	38	sensing	sensing	NOUN
ajst-1823	52	39	technology	technology	NOUN
ajst-1823	52	40	,	,	PUNCT
ajst-1823	52	41	and	and	CCONJ
ajst-1823	52	42	by	by	ADP
ajst-1823	52	43	predicting	predict	VERB
ajst-1823	52	44	process	process	NOUN
ajst-1823	52	45	parameters	parameter	NOUN
ajst-1823	52	46	(	(	PUNCT
ajst-1823	52	47	such	such	ADJ
ajst-1823	52	48	as	as	ADP
ajst-1823	52	49	completion	completion	NOUN
ajst-1823	52	50	date	date	NOUN
ajst-1823	52	51	and	and	CCONJ
ajst-1823	52	52	remaining	remaining	ADJ
ajst-1823	52	53	tool	tool	NOUN
ajst-1823	52	54	life	life	NOUN
ajst-1823	52	55	)	)	PUNCT
ajst-1823	52	56	with	with	ADP
ajst-1823	52	57	big	big	ADJ
ajst-1823	52	58	data	datum	NOUN
ajst-1823	52	59	analysis	analysis	NOUN
ajst-1823	52	60	.	.	PUNCT
ajst-1823	53	1	with	with	ADP
ajst-1823	53	2	the	the	DET
ajst-1823	53	3	consideration	consideration	NOUN
ajst-1823	53	4	of	of	ADP
ajst-1823	53	5	the	the	DET
ajst-1823	53	6	constraints	constraint	NOUN
ajst-1823	53	7	on	on	ADP
ajst-1823	53	8	processes	process	NOUN
ajst-1823	53	9	,	,	PUNCT
ajst-1823	53	10	processing	processing	NOUN
ajst-1823	53	11	capability	capability	NOUN
ajst-1823	53	12	,	,	PUNCT
ajst-1823	53	13	material	material	NOUN
ajst-1823	53	14	handlers	handler	NOUN
ajst-1823	53	15	,	,	PUNCT
ajst-1823	53	16	and	and	CCONJ
ajst-1823	53	17	production	production	NOUN
ajst-1823	53	18	cost	cost	NOUN
ajst-1823	53	19	,	,	PUNCT
ajst-1823	53	20	scheduling	scheduling	NOUN
ajst-1823	53	21	rules	rule	NOUN
ajst-1823	53	22	are	be	AUX
ajst-1823	53	23	mined	mine	VERB
ajst-1823	53	24	or	or	CCONJ
ajst-1823	53	25	filtered	filter	VERB
ajst-1823	53	26	from	from	ADP
ajst-1823	53	27	production	production	NOUN
ajst-1823	53	28	process	process	NOUN
ajst-1823	53	29	data	datum	NOUN
ajst-1823	53	30	,	,	PUNCT
ajst-1823	53	31	intelligent	intelligent	ADJ
ajst-1823	53	32	optimization	optimization	NOUN
ajst-1823	53	33	algorithms	algorithm	NOUN
ajst-1823	53	34	(	(	PUNCT
ajst-1823	53	35	such	such	ADJ
ajst-1823	53	36	as	as	ADP
ajst-1823	53	37	genetic	genetic	ADJ
ajst-1823	53	38	algorithm	algorithm	NOUN
ajst-1823	53	39	)	)	PUNCT
ajst-1823	53	40	are	be	AUX
ajst-1823	53	41	adopted	adopt	VERB
ajst-1823	53	42	,	,	PUNCT
ajst-1823	53	43	and	and	CCONJ
ajst-1823	53	44	production	production	NOUN
ajst-1823	53	45	planning	planning	NOUN
ajst-1823	53	46	and	and	CCONJ
ajst-1823	53	47	scheduling	scheduling	NOUN
ajst-1823	53	48	are	be	AUX
ajst-1823	53	49	actively	actively	ADV
ajst-1823	53	50	adjusted	adjust	VERB
ajst-1823	53	51	,	,	PUNCT
ajst-1823	53	52	so	so	SCONJ
ajst-1823	53	53	as	as	SCONJ
ajst-1823	53	54	to	to	PART
ajst-1823	53	55	ensure	ensure	VERB
ajst-1823	53	56	on	on	ADP
ajst-1823	53	57	-	-	PUNCT
ajst-1823	53	58	time	time	NOUN
ajst-1823	53	59	delivery	delivery	NOUN
ajst-1823	53	60	of	of	ADP
ajst-1823	53	61	tasks.[4	tasks.[4	X
ajst-1823	53	62	]	]	PUNCT
ajst-1823	53	63	haier	haier	PROPN
ajst-1823	53	64	group	group	NOUN
ajst-1823	53	65	’s	’s	PART
ajst-1823	53	66	cosmo	cosmo	PROPN
ajst-1823	53	67	plat	plat	NOUN
ajst-1823	53	68	,	,	PUNCT
ajst-1823	53	69	an	an	DET
ajst-1823	53	70	industrial	industrial	ADJ
ajst-1823	53	71	big	big	ADJ
ajst-1823	53	72	data	datum	NOUN
ajst-1823	53	73	platform	platform	NOUN
ajst-1823	53	74	,	,	PUNCT
ajst-1823	53	75	uses	use	VERB
ajst-1823	53	76	iot	iot	ADJ
ajst-1823	53	77	sensing	sensing	NOUN
ajst-1823	53	78	,	,	PUNCT
ajst-1823	53	79	cloud	cloud	NOUN
ajst-1823	53	80	platform	platform	NOUN
ajst-1823	53	81	,	,	PUNCT
ajst-1823	53	82	intelligent	intelligent	ADJ
ajst-1823	53	83	decision	decision	NOUN
ajst-1823	53	84	-	-	PUNCT
ajst-1823	53	85	making	making	NOUN
ajst-1823	53	86	and	and	CCONJ
ajst-1823	53	87	other	other	ADJ
ajst-1823	53	88	technologies	technology	NOUN
ajst-1823	53	89	to	to	PART
ajst-1823	53	90	monitor	monitor	VERB
ajst-1823	53	91	equipment	equipment	NOUN
ajst-1823	53	92	status	status	NOUN
ajst-1823	53	93	,	,	PUNCT
ajst-1823	53	94	process	process	NOUN
ajst-1823	53	95	variables	variable	NOUN
ajst-1823	53	96	,	,	PUNCT
ajst-1823	53	97	as	as	ADV
ajst-1823	53	98	well	well	ADV
ajst-1823	53	99	as	as	ADP
ajst-1823	53	100	resource	resource	NOUN
ajst-1823	53	101	usage	usage	NOUN
ajst-1823	53	102	and	and	CCONJ
ajst-1823	53	103	efficiency	efficiency	NOUN
ajst-1823	53	104	online	online	ADV
ajst-1823	53	105	.	.	PUNCT
ajst-1823	54	1	meanwhile	meanwhile	ADV
ajst-1823	54	2	,	,	PUNCT
ajst-1823	54	3	through	through	ADP
ajst-1823	54	4	the	the	DET
ajst-1823	54	5	analysis	analysis	NOUN
ajst-1823	54	6	and	and	CCONJ
ajst-1823	54	7	prediction	prediction	NOUN
ajst-1823	54	8	of	of	ADP
ajst-1823	54	9	production	production	NOUN
ajst-1823	54	10	capacity	capacity	NOUN
ajst-1823	54	11	and	and	CCONJ
ajst-1823	54	12	inventory	inventory	NOUN
ajst-1823	54	13	,	,	PUNCT
ajst-1823	54	14	the	the	DET
ajst-1823	54	15	optimum	optimum	ADJ
ajst-1823	54	16	production	production	NOUN
ajst-1823	54	17	schedule	schedule	NOUN
ajst-1823	54	18	and	and	CCONJ
ajst-1823	54	19	resource	resource	NOUN
ajst-1823	54	20	adjustment	adjustment	NOUN
ajst-1823	54	21	plan	plan	NOUN
ajst-1823	54	22	can	can	AUX
ajst-1823	54	23	be	be	AUX
ajst-1823	54	24	achieved	achieve	VERB
ajst-1823	54	25	,	,	PUNCT
ajst-1823	54	26	effectively	effectively	ADV
ajst-1823	54	27	optimizing	optimize	VERB
ajst-1823	54	28	resource	resource	NOUN
ajst-1823	54	29	allocation	allocation	NOUN
ajst-1823	54	30	and	and	CCONJ
ajst-1823	54	31	improving	improve	VERB
ajst-1823	54	32	production	production	NOUN
ajst-1823	54	33	efficiency.based	efficiency.base	VERB
ajst-1823	54	34	on	on	ADP
ajst-1823	54	35	big	big	ADJ
ajst-1823	54	36	data	datum	NOUN
ajst-1823	54	37	and	and	CCONJ
ajst-1823	54	38	the	the	DET
ajst-1823	54	39	internet	internet	NOUN
ajst-1823	54	40	of	of	ADP
ajst-1823	54	41	things	thing	NOUN
ajst-1823	54	42	,	,	PUNCT
ajst-1823	54	43	haier	haier	PROPN
ajst-1823	54	44	has	have	AUX
ajst-1823	54	45	set	set	VERB
ajst-1823	54	46	up	up	ADP
ajst-1823	54	47	cosmoplat	cosmoplat	PROPN
ajst-1823	54	48	,	,	PUNCT
ajst-1823	54	49	a	a	DET
ajst-1823	54	50	global	global	ADJ
ajst-1823	54	51	user	user	NOUN
ajst-1823	54	52	-	-	PUNCT
ajst-1823	54	53	centered	center	VERB
ajst-1823	54	54	intelligent	intelligent	ADJ
ajst-1823	54	55	manufacturing	manufacturing	NOUN
ajst-1823	54	56	cloud	cloud	NOUN
ajst-1823	54	57	platform	platform	NOUN
ajst-1823	54	58	,	,	PUNCT
ajst-1823	54	59	to	to	PART
ajst-1823	54	60	realize	realize	VERB
ajst-1823	54	61	the	the	DET
ajst-1823	54	62	transformation	transformation	NOUN
ajst-1823	54	63	from	from	ADP
ajst-1823	54	64	manufacturing	manufacture	VERB
ajst-1823	54	65	products	product	NOUN
ajst-1823	54	66	to	to	ADP
ajst-1823	54	67	creating	create	VERB
ajst-1823	54	68	user	user	NOUN
ajst-1823	54	69	value	value	NOUN
ajst-1823	54	70	through	through	ADP
ajst-1823	54	71	mass	mass	ADJ
ajst-1823	54	72	customization	customization	NOUN
ajst-1823	54	73	.	.	PUNCT
ajst-1823	55	1	figure	figure	NOUN
ajst-1823	55	2	1	1	NUM
ajst-1823	55	3	.	.	PUNCT
ajst-1823	56	1	intelligent	intelligent	ADJ
ajst-1823	56	2	factory	factory	NOUN
ajst-1823	56	3	supported	support	VERB
ajst-1823	56	4	by	by	ADP
ajst-1823	56	5	haier	haier	PROPN
ajst-1823	56	6	group	group	NOUN
ajst-1823	56	7	's	's	PART
ajst-1823	56	8	cosmo	cosmo	PROPN
ajst-1823	56	9	plat	plat	NOUN
ajst-1823	56	10	4.2	4.2	NUM
ajst-1823	56	11	.	.	PUNCT
ajst-1823	56	12	fault	fault	VERB
ajst-1823	56	13	diagnosis	diagnosis	NOUN
ajst-1823	56	14	and	and	CCONJ
ajst-1823	56	15	prediction	prediction	NOUN
ajst-1823	56	16	traditional	traditional	ADJ
ajst-1823	56	17	equipment	equipment	NOUN
ajst-1823	56	18	fault	fault	NOUN
ajst-1823	56	19	diagnosis	diagnosis	NOUN
ajst-1823	56	20	and	and	CCONJ
ajst-1823	56	21	prediction	prediction	NOUN
ajst-1823	56	22	judge	judge	NOUN
ajst-1823	56	23	the	the	DET
ajst-1823	56	24	fault	fault	NOUN
ajst-1823	56	25	type	type	NOUN
ajst-1823	56	26	and	and	CCONJ
ajst-1823	56	27	locate	locate	VERB
ajst-1823	56	28	the	the	DET
ajst-1823	56	29	fault	fault	NOUN
ajst-1823	56	30	location	location	NOUN
ajst-1823	56	31	mainly	mainly	ADV
ajst-1823	56	32	by	by	ADP
ajst-1823	56	33	real	real	ADJ
ajst-1823	56	34	-	-	PUNCT
ajst-1823	56	35	time	time	NOUN
ajst-1823	56	36	alarm	alarm	NOUN
ajst-1823	56	37	and	and	CCONJ
ajst-1823	56	38	expert	expert	NOUN
ajst-1823	56	39	experience	experience	NOUN
ajst-1823	56	40	,	,	PUNCT
ajst-1823	56	41	resulting	result	VERB
ajst-1823	56	42	in	in	ADP
ajst-1823	56	43	the	the	DET
ajst-1823	56	44	poor	poor	ADJ
ajst-1823	56	45	performance	performance	NOUN
ajst-1823	56	46	of	of	ADP
ajst-1823	56	47	timeliness	timeliness	NOUN
ajst-1823	56	48	.	.	PUNCT
ajst-1823	57	1	in	in	ADP
ajst-1823	57	2	terms	term	NOUN
ajst-1823	57	3	of	of	ADP
ajst-1823	57	4	diagnosis	diagnosis	NOUN
ajst-1823	57	5	and	and	CCONJ
ajst-1823	57	6	prediction	prediction	NOUN
ajst-1823	57	7	based	base	VERB
ajst-1823	57	8	on	on	ADP
ajst-1823	57	9	big	big	ADJ
ajst-1823	57	10	data	datum	NOUN
ajst-1823	57	11	,	,	PUNCT
ajst-1823	57	12	the	the	DET
ajst-1823	57	13	load	load	NOUN
ajst-1823	57	14	,	,	PUNCT
ajst-1823	57	15	vibration	vibration	NOUN
ajst-1823	57	16	,	,	PUNCT
ajst-1823	57	17	speed	speed	NOUN
ajst-1823	57	18	and	and	CCONJ
ajst-1823	57	19	other	other	ADJ
ajst-1823	57	20	parameters	parameter	NOUN
ajst-1823	57	21	of	of	ADP
ajst-1823	57	22	the	the	DET
ajst-1823	57	23	equipment	equipment	NOUN
ajst-1823	57	24	can	can	AUX
ajst-1823	57	25	be	be	AUX
ajst-1823	57	26	obtained	obtain	VERB
ajst-1823	57	27	through	through	ADP
ajst-1823	57	28	sensors	sensor	NOUN
ajst-1823	57	29	.	.	PUNCT
ajst-1823	58	1	then	then	ADV
ajst-1823	58	2	real	real	ADJ
ajst-1823	58	3	-	-	PUNCT
ajst-1823	58	4	time	time	NOUN
ajst-1823	58	5	and	and	CCONJ
ajst-1823	58	6	accurate	accurate	ADJ
ajst-1823	58	7	diagnosis	diagnosis	NOUN
ajst-1823	58	8	and	and	CCONJ
ajst-1823	58	9	early	early	ADJ
ajst-1823	58	10	warning	warning	NOUN
ajst-1823	58	11	can	can	AUX
ajst-1823	58	12	be	be	AUX
ajst-1823	58	13	established	establish	VERB
ajst-1823	58	14	for	for	ADP
ajst-1823	58	15	the	the	DET
ajst-1823	58	16	target	target	NOUN
ajst-1823	58	17	system	system	NOUN
ajst-1823	58	18	through	through	ADP
ajst-1823	58	19	data	data	NOUN
ajst-1823	58	20	mining	mining	NOUN
ajst-1823	58	21	methods	method	NOUN
ajst-1823	58	22	(	(	PUNCT
ajst-1823	58	23	such	such	ADJ
ajst-1823	58	24	as	as	ADP
ajst-1823	58	25	anomaly	anomaly	NOUN
ajst-1823	58	26	detection	detection	NOUN
ajst-1823	58	27	algorithm	algorithm	NOUN
ajst-1823	58	28	,	,	PUNCT
ajst-1823	58	29	decision	decision	NOUN
ajst-1823	58	30	tree	tree	NOUN
ajst-1823	58	31	,	,	PUNCT
ajst-1823	58	32	sliding	slide	VERB
ajst-1823	58	33	window	window	NOUN
ajst-1823	58	34	frequency	frequency	NOUN
ajst-1823	58	35	pattern	pattern	NOUN
ajst-1823	58	36	tree	tree	NOUN
ajst-1823	58	37	,	,	PUNCT
ajst-1823	58	38	machine	machine	NOUN
ajst-1823	58	39	learning	learning	NOUN
ajst-1823	58	40	algorithm	algorithm	NOUN
ajst-1823	58	41	,	,	PUNCT
ajst-1823	58	42	etc	etc	X
ajst-1823	58	43	.	.	X
ajst-1823	58	44	)	)	PUNCT
ajst-1823	58	45	,	,	PUNCT
ajst-1823	58	46	or	or	CCONJ
ajst-1823	58	47	combined	combine	VERB
ajst-1823	58	48	with	with	ADP
ajst-1823	58	49	the	the	DET
ajst-1823	58	50	knowledge	knowledge	NOUN
ajst-1823	58	51	base.[5	base.[5	NOUN
ajst-1823	58	52	]	]	X
ajst-1823	58	53	general	general	ADJ
ajst-1823	58	54	electric	electric	PROPN
ajst-1823	58	55	corporation	corporation	PROPN
ajst-1823	58	56	of	of	ADP
ajst-1823	58	57	the	the	DET
ajst-1823	58	58	united	united	PROPN
ajst-1823	58	59	states	states	PROPN
ajst-1823	58	60	collects	collect	VERB
ajst-1823	58	61	,	,	PUNCT
ajst-1823	58	62	models	model	NOUN
ajst-1823	58	63	and	and	CCONJ
ajst-1823	58	64	analyzes	analyze	VERB
ajst-1823	58	65	the	the	DET
ajst-1823	58	66	machine	machine	NOUN
ajst-1823	58	67	data	datum	NOUN
ajst-1823	58	68	,	,	PUNCT
ajst-1823	58	69	alarm	alarm	NOUN
ajst-1823	58	70	data	datum	NOUN
ajst-1823	58	71	and	and	CCONJ
ajst-1823	58	72	maintenance	maintenance	NOUN
ajst-1823	58	73	history	history	NOUN
ajst-1823	58	74	data	datum	NOUN
ajst-1823	58	75	of	of	ADP
ajst-1823	58	76	its	its	PRON
ajst-1823	58	77	aircraft	aircraft	NOUN
ajst-1823	58	78	engine	engine	NOUN
ajst-1823	58	79	production	production	NOUN
ajst-1823	58	80	line	line	NOUN
ajst-1823	58	81	,	,	PUNCT
ajst-1823	58	82	so	so	SCONJ
ajst-1823	58	83	as	as	SCONJ
ajst-1823	58	84	to	to	PART
ajst-1823	58	85	help	help	VERB
ajst-1823	58	86	factory	factory	NOUN
ajst-1823	58	87	personnel	personnel	NOUN
ajst-1823	58	88	understand	understand	VERB
ajst-1823	58	89	machine	machine	NOUN
ajst-1823	58	90	operating	operate	VERB
ajst-1823	58	91	status	status	NOUN
ajst-1823	58	92	in	in	ADP
ajst-1823	58	93	real	real	ADJ
ajst-1823	58	94	time	time	NOUN
ajst-1823	58	95	.	.	PUNCT
ajst-1823	59	1	meanwhile	meanwhile	ADV
ajst-1823	59	2	,	,	PUNCT
ajst-1823	59	3	fault	fault	NOUN
ajst-1823	59	4	locations	location	NOUN
ajst-1823	59	5	are	be	AUX
ajst-1823	59	6	identified	identify	VERB
ajst-1823	59	7	according	accord	VERB
ajst-1823	59	8	to	to	ADP
ajst-1823	59	9	parameters	parameter	NOUN
ajst-1823	59	10	such	such	ADJ
ajst-1823	59	11	as	as	ADP
ajst-1823	59	12	pressure	pressure	NOUN
ajst-1823	59	13	,	,	PUNCT
ajst-1823	59	14	temperature	temperature	NOUN
ajst-1823	59	15	,	,	PUNCT
ajst-1823	59	16	and	and	CCONJ
ajst-1823	59	17	current	current	ADJ
ajst-1823	59	18	,	,	PUNCT
ajst-1823	59	19	and	and	CCONJ
ajst-1823	59	20	possible	possible	ADJ
ajst-1823	59	21	equipment	equipment	NOUN
ajst-1823	59	22	failures	failure	NOUN
ajst-1823	59	23	are	be	AUX
ajst-1823	59	24	predicted	predict	VERB
ajst-1823	59	25	,	,	PUNCT
ajst-1823	59	26	enabling	enable	VERB
ajst-1823	59	27	automatic	automatic	ADJ
ajst-1823	59	28	maintenance	maintenance	NOUN
ajst-1823	59	29	suggestions	suggestion	NOUN
ajst-1823	59	30	.	.	PUNCT
ajst-1823	60	1	4.3	4.3	NUM
ajst-1823	60	2	.	.	X
ajst-1823	60	3	supply	supply	NOUN
ajst-1823	60	4	chain	chain	NOUN
ajst-1823	60	5	analysis	analysis	NOUN
ajst-1823	60	6	and	and	CCONJ
ajst-1823	60	7	optimization	optimization	NOUN
ajst-1823	60	8	rfid	rfid	NOUN
ajst-1823	60	9	electronic	electronic	ADJ
ajst-1823	60	10	identification	identification	NOUN
ajst-1823	60	11	,	,	PUNCT
ajst-1823	60	12	internet	internet	NOUN
ajst-1823	60	13	of	of	ADP
ajst-1823	60	14	things	thing	NOUN
ajst-1823	60	15	and	and	CCONJ
ajst-1823	60	16	other	other	ADJ
ajst-1823	60	17	technologies	technology	NOUN
ajst-1823	60	18	have	have	AUX
ajst-1823	60	19	built	build	VERB
ajst-1823	60	20	a	a	DET
ajst-1823	60	21	complete	complete	ADJ
ajst-1823	60	22	supply	supply	NOUN
ajst-1823	60	23	chain	chain	NOUN
ajst-1823	60	24	big	big	PROPN
ajst-1823	60	25	data	data	PROPN
ajst-1823	60	26	lake	lake	NOUN
ajst-1823	60	27	.	.	PUNCT
ajst-1823	61	1	with	with	ADP
ajst-1823	61	2	these	these	DET
ajst-1823	61	3	data	datum	NOUN
ajst-1823	61	4	,	,	PUNCT
ajst-1823	61	5	people	people	NOUN
ajst-1823	61	6	can	can	AUX
ajst-1823	61	7	:	:	PUNCT
ajst-1823	61	8	predict	predict	VERB
ajst-1823	61	9	the	the	DET
ajst-1823	61	10	supply	supply	NOUN
ajst-1823	61	11	and	and	CCONJ
ajst-1823	61	12	demand	demand	NOUN
ajst-1823	61	13	of	of	ADP
ajst-1823	61	14	materials	material	NOUN
ajst-1823	61	15	to	to	PART
ajst-1823	61	16	avoid	avoid	VERB
ajst-1823	61	17	shortages	shortage	NOUN
ajst-1823	61	18	on	on	ADP
ajst-1823	61	19	the	the	DET
ajst-1823	61	20	premise	premise	NOUN
ajst-1823	61	21	of	of	ADP
ajst-1823	61	22	controlling	control	VERB
ajst-1823	61	23	inventory	inventory	NOUN
ajst-1823	61	24	;	;	PUNCT
ajst-1823	61	25	optimize	optimize	VERB
ajst-1823	61	26	the	the	DET
ajst-1823	61	27	supply	supply	NOUN
ajst-1823	61	28	chain	chain	NOUN
ajst-1823	61	29	network	network	NOUN
ajst-1823	61	30	,	,	PUNCT
ajst-1823	61	31	including	include	VERB
ajst-1823	61	32	the	the	DET
ajst-1823	61	33	location	location	NOUN
ajst-1823	61	34	of	of	ADP
ajst-1823	61	35	transportation	transportation	NOUN
ajst-1823	61	36	vehicles	vehicle	NOUN
ajst-1823	61	37	,	,	PUNCT
ajst-1823	61	38	transportation	transportation	NOUN
ajst-1823	61	39	routes	route	NOUN
ajst-1823	61	40	,	,	PUNCT
ajst-1823	61	41	and	and	CCONJ
ajst-1823	61	42	the	the	DET
ajst-1823	61	43	optimization	optimization	NOUN
ajst-1823	61	44	of	of	ADP
ajst-1823	61	45	logistics	logistic	NOUN
ajst-1823	61	46	center	center	NOUN
ajst-1823	61	47	location	location	NOUN
ajst-1823	61	48	,	,	PUNCT
ajst-1823	61	49	etc	etc	X
ajst-1823	61	50	.	.	X
ajst-1823	61	51	;	;	PUNCT
ajst-1823	61	52	conduct	conduct	VERB
ajst-1823	61	53	cluster	cluster	NOUN
ajst-1823	61	54	analysis	analysis	NOUN
ajst-1823	61	55	on	on	ADP
ajst-1823	61	56	the	the	DET
ajst-1823	61	57	transportation	transportation	NOUN
ajst-1823	61	58	behavior	behavior	NOUN
ajst-1823	61	59	of	of	ADP
ajst-1823	61	60	certain	certain	ADJ
ajst-1823	61	61	products	product	NOUN
ajst-1823	61	62	to	to	PART
ajst-1823	61	63	tap	tap	VERB
ajst-1823	61	64	potential	potential	ADJ
ajst-1823	61	65	transportation	transportation	NOUN
ajst-1823	61	66	risks	risk	NOUN
ajst-1823	61	67	and	and	CCONJ
ajst-1823	61	68	prevent	prevent	VERB
ajst-1823	61	69	them	they	PRON
ajst-1823	61	70	in	in	ADP
ajst-1823	61	71	advance	advance	NOUN
ajst-1823	61	72	.	.	PUNCT
ajst-1823	62	1	the	the	DET
ajst-1823	62	2	application	application	NOUN
ajst-1823	62	3	of	of	ADP
ajst-1823	62	4	big	big	ADJ
ajst-1823	62	5	data	datum	NOUN
ajst-1823	62	6	in	in	ADP
ajst-1823	62	7	the	the	DET
ajst-1823	62	8	supply	supply	NOUN
ajst-1823	62	9	chain	chain	NOUN
ajst-1823	62	10	field	field	NOUN
ajst-1823	62	11	will	will	AUX
ajst-1823	62	12	greatly	greatly	ADV
ajst-1823	62	13	improve	improve	VERB
ajst-1823	62	14	the	the	DET
ajst-1823	62	15	efficiency	efficiency	NOUN
ajst-1823	62	16	of	of	ADP
ajst-1823	62	17	warehousing	warehousing	NOUN
ajst-1823	62	18	and	and	CCONJ
ajst-1823	62	19	distribution	distribution	NOUN
ajst-1823	62	20	,	,	PUNCT
ajst-1823	62	21	and	and	CCONJ
ajst-1823	62	22	reduce	reduce	VERB
ajst-1823	62	23	costs	cost	NOUN
ajst-1823	62	24	.	.	PUNCT
ajst-1823	63	1	sap	sap	PROPN
ajst-1823	63	2	develops	develop	VERB
ajst-1823	63	3	a	a	DET
ajst-1823	63	4	big	big	ADJ
ajst-1823	63	5	data	datum	NOUN
ajst-1823	63	6	platform	platform	NOUN
ajst-1823	63	7	,	,	PUNCT
ajst-1823	63	8	hana	hana	PROPN
ajst-1823	63	9	,	,	PUNCT
ajst-1823	63	10	and	and	CCONJ
ajst-1823	63	11	launches	launch	VERB
ajst-1823	63	12	supply	supply	NOUN
ajst-1823	63	13	chain	chain	NOUN
ajst-1823	63	14	solutions	solution	NOUN
ajst-1823	63	15	with	with	ADP
ajst-1823	63	16	its	its	PRON
ajst-1823	63	17	advantages	advantage	NOUN
ajst-1823	63	18	in	in	ADP
ajst-1823	63	19	enterprise	enterprise	NOUN
ajst-1823	63	20	informatization	informatization	NOUN
ajst-1823	63	21	,	,	PUNCT
ajst-1823	63	22	so	so	SCONJ
ajst-1823	63	23	as	as	SCONJ
ajst-1823	63	24	to	to	PART
ajst-1823	63	25	quickly	quickly	ADV
ajst-1823	63	26	predict	predict	VERB
ajst-1823	63	27	and	and	CCONJ
ajst-1823	63	28	disseminate	disseminate	VERB
ajst-1823	63	29	the	the	DET
ajst-1823	63	30	changes	change	NOUN
ajst-1823	63	31	in	in	ADP
ajst-1823	63	32	supply	supply	NOUN
ajst-1823	63	33	and	and	CCONJ
ajst-1823	63	34	demand	demand	NOUN
ajst-1823	63	35	in	in	ADP
ajst-1823	63	36	the	the	DET
ajst-1823	63	37	upstream	upstream	NOUN
ajst-1823	63	38	and	and	CCONJ
ajst-1823	63	39	downstream	downstream	NOUN
ajst-1823	63	40	of	of	ADP
ajst-1823	63	41	the	the	DET
ajst-1823	63	42	supply	supply	NOUN
ajst-1823	63	43	chain	chain	NOUN
ajst-1823	63	44	,	,	PUNCT
ajst-1823	63	45	discover	discover	VERB
ajst-1823	63	46	supply	supply	NOUN
ajst-1823	63	47	and	and	CCONJ
ajst-1823	63	48	demand	demand	NOUN
ajst-1823	63	49	imbalances	imbalance	NOUN
ajst-1823	63	50	in	in	ADP
ajst-1823	63	51	time	time	NOUN
ajst-1823	63	52	,	,	PUNCT
ajst-1823	63	53	and	and	CCONJ
ajst-1823	63	54	simulate	simulate	VERB
ajst-1823	63	55	alternatives	alternative	NOUN
ajst-1823	63	56	.	.	PUNCT
ajst-1823	64	1	meanwhile	meanwhile	ADV
ajst-1823	64	2	,	,	PUNCT
ajst-1823	64	3	real	real	ADJ
ajst-1823	64	4	-	-	PUNCT
ajst-1823	64	5	time	time	NOUN
ajst-1823	64	6	analysis	analysis	NOUN
ajst-1823	64	7	is	be	AUX
ajst-1823	64	8	conducted	conduct	VERB
ajst-1823	64	9	on	on	ADP
ajst-1823	64	10	inventory	inventory	NOUN
ajst-1823	64	11	,	,	PUNCT
ajst-1823	64	12	orders	order	NOUN
ajst-1823	64	13	and	and	CCONJ
ajst-1823	64	14	other	other	ADJ
ajst-1823	64	15	data	datum	NOUN
ajst-1823	64	16	,	,	PUNCT
ajst-1823	64	17	so	so	SCONJ
ajst-1823	64	18	as	as	SCONJ
ajst-1823	64	19	to	to	PART
ajst-1823	64	20	determine	determine	VERB
ajst-1823	64	21	optimum	optimum	ADJ
ajst-1823	64	22	inventory	inventory	NOUN
ajst-1823	64	23	targets	target	NOUN
ajst-1823	64	24	for	for	ADP
ajst-1823	64	25	raw	raw	ADJ
ajst-1823	64	26	materials	material	NOUN
ajst-1823	64	27	,	,	PUNCT
ajst-1823	64	28	work	work	NOUN
ajst-1823	64	29	in	in	ADP
ajst-1823	64	30	progress	progress	NOUN
ajst-1823	64	31	,	,	PUNCT
ajst-1823	64	32	and	and	CCONJ
ajst-1823	64	33	finished	finished	ADJ
ajst-1823	64	34	products	product	NOUN
ajst-1823	64	35	,	,	PUNCT
ajst-1823	64	36	and	and	CCONJ
ajst-1823	64	37	to	to	PART
ajst-1823	64	38	reduce	reduce	VERB
ajst-1823	64	39	supply	supply	NOUN
ajst-1823	64	40	chain	chain	NOUN
ajst-1823	64	41	operating	operating	NOUN
ajst-1823	64	42	costs	cost	NOUN
ajst-1823	64	43	.	.	PUNCT
ajst-1823	65	1	5	5	X
ajst-1823	65	2	.	.	X
ajst-1823	65	3	conclusion	conclusion	NOUN
ajst-1823	65	4	complex	complex	ADJ
ajst-1823	65	5	prediction	prediction	NOUN
ajst-1823	65	6	and	and	CCONJ
ajst-1823	65	7	optimization	optimization	NOUN
ajst-1823	65	8	problems	problem	NOUN
ajst-1823	65	9	can	can	AUX
ajst-1823	65	10	be	be	AUX
ajst-1823	65	11	found	find	VERB
ajst-1823	65	12	in	in	ADP
ajst-1823	65	13	many	many	ADJ
ajst-1823	65	14	business	business	NOUN
ajst-1823	65	15	scenarios	scenario	NOUN
ajst-1823	65	16	of	of	ADP
ajst-1823	65	17	manufacturing	manufacturing	NOUN
ajst-1823	65	18	.	.	PUNCT
ajst-1823	66	1	data	datum	NOUN
ajst-1823	66	2	mining	mining	NOUN
ajst-1823	66	3	and	and	CCONJ
ajst-1823	66	4	intelligent	intelligent	ADJ
ajst-1823	66	5	analysis	analysis	NOUN
ajst-1823	66	6	have	have	AUX
ajst-1823	66	7	provided	provide	VERB
ajst-1823	66	8	new	new	ADJ
ajst-1823	66	9	ideas	idea	NOUN
ajst-1823	66	10	for	for	ADP
ajst-1823	66	11	solving	solve	VERB
ajst-1823	66	12	such	such	ADJ
ajst-1823	66	13	problems	problem	NOUN
ajst-1823	66	14	,	,	PUNCT
ajst-1823	66	15	and	and	CCONJ
ajst-1823	66	16	achieved	achieve	VERB
ajst-1823	66	17	satisfactory	satisfactory	ADJ
ajst-1823	66	18	results	result	NOUN
ajst-1823	66	19	.	.	PUNCT
ajst-1823	67	1	looking	look	VERB
ajst-1823	67	2	forward	forward	ADV
ajst-1823	67	3	to	to	ADP
ajst-1823	67	4	the	the	DET
ajst-1823	67	5	future	future	NOUN
ajst-1823	67	6	,	,	PUNCT
ajst-1823	67	7	the	the	DET
ajst-1823	67	8	in	in	ADP
ajst-1823	67	9	-	-	PUNCT
ajst-1823	67	10	depth	depth	NOUN
ajst-1823	67	11	application	application	NOUN
ajst-1823	67	12	of	of	ADP
ajst-1823	67	13	big	big	ADJ
ajst-1823	67	14	data	datum	NOUN
ajst-1823	67	15	in	in	ADP
ajst-1823	67	16	manufacturing	manufacturing	NOUN
ajst-1823	67	17	is	be	AUX
ajst-1823	67	18	inseparable	inseparable	ADJ
ajst-1823	67	19	from	from	ADP
ajst-1823	67	20	artificial	artificial	ADJ
ajst-1823	67	21	intelligence	intelligence	NOUN
ajst-1823	67	22	which	which	PRON
ajst-1823	67	23	is	be	AUX
ajst-1823	67	24	based	base	VERB
ajst-1823	67	25	on	on	ADP
ajst-1823	67	26	data	datum	NOUN
ajst-1823	67	27	,	,	PUNCT
ajst-1823	67	28	such	such	ADJ
ajst-1823	67	29	as	as	ADP
ajst-1823	67	30	deep	deep	ADJ
ajst-1823	67	31	learning	learning	NOUN
ajst-1823	67	32	and	and	CCONJ
ajst-1823	67	33	computer	computer	NOUN
ajst-1823	67	34	vision	vision	NOUN
ajst-1823	67	35	.	.	PUNCT
ajst-1823	68	1	with	with	ADP
ajst-1823	68	2	the	the	DET
ajst-1823	68	3	further	further	ADJ
ajst-1823	68	4	deepening	deepening	NOUN
ajst-1823	68	5	of	of	ADP
ajst-1823	68	6	artificial	artificial	ADJ
ajst-1823	68	7	intelligence	intelligence	NOUN
ajst-1823	68	8	,	,	PUNCT
ajst-1823	68	9	intelligent	intelligent	ADJ
ajst-1823	68	10	workshops	workshop	NOUN
ajst-1823	68	11	and	and	CCONJ
ajst-1823	68	12	plants	plant	NOUN
ajst-1823	68	13	will	will	AUX
ajst-1823	68	14	realize	realize	VERB
ajst-1823	68	15	the	the	DET
ajst-1823	68	16	leap	leap	NOUN
ajst-1823	68	17	to	to	ADP
ajst-1823	68	18	their	their	PRON
ajst-1823	68	19	wise	wise	ADJ
ajst-1823	68	20	counterparts	counterpart	NOUN
ajst-1823	68	21	.	.	PUNCT
ajst-1823	69	1	references	reference	NOUN
ajst-1823	69	2	[	[	X
ajst-1823	69	3	1	1	NUM
ajst-1823	69	4	]	]	X
ajst-1823	69	5	zhang	zhang	PROPN
ajst-1823	69	6	xianyu	xianyu	PROPN
ajst-1823	69	7	,	,	PUNCT
ajst-1823	69	8	ming	ming	PROPN
ajst-1823	69	9	xinguo	xinguo	PROPN
ajst-1823	69	10	,	,	PUNCT
ajst-1823	69	11	bao	bao	PROPN
ajst-1823	69	12	yuguang	yuguang	PROPN
ajst-1823	69	13	.	.	PUNCT
ajst-1823	70	1	a	a	DET
ajst-1823	70	2	flexible	flexible	ADJ
ajst-1823	70	3	smart	smart	ADJ
ajst-1823	70	4	manufacturing	manufacturing	NOUN
ajst-1823	70	5	system	system	NOUN
ajst-1823	70	6	in	in	ADP
ajst-1823	70	7	mass	mass	NOUN
ajst-1823	70	8	personalization	personalization	NOUN
ajst-1823	70	9	manufacturing	manufacturing	NOUN
ajst-1823	70	10	model	model	NOUN
ajst-1823	70	11	based	base	VERB
ajst-1823	70	12	on	on	ADP
ajst-1823	70	13	multi	multi	ADJ
ajst-1823	70	14	-	-	ADJ
ajst-1823	70	15	module	module	NOUN
ajst-1823	70	16	-	-	PUNCT
ajst-1823	70	17	platform	platform	NOUN
ajst-1823	70	18	,	,	PUNCT
ajst-1823	70	19	multi	multi	ADJ
ajst-1823	70	20	-	-	ADJ
ajst-1823	70	21	virtual	virtual	ADJ
ajst-1823	70	22	-	-	PUNCT
ajst-1823	70	23	unit	unit	NOUN
ajst-1823	70	24	,	,	PUNCT
ajst-1823	70	25	and	and	CCONJ
ajst-1823	70	26	multi	multi	ADJ
ajst-1823	70	27	-	-	NOUN
ajst-1823	70	28	production	production	NOUN
ajst-1823	70	29	-	-	PUNCT
ajst-1823	70	30	line[j	line[j	NOUN
ajst-1823	70	31	]	]	PUNCT
ajst-1823	70	32	.	.	PUNCT
ajst-1823	71	1	computers	computer	NOUN
ajst-1823	71	2	&	&	CCONJ
ajst-1823	71	3	industrial	industrial	ADJ
ajst-1823	71	4	engineering,2022,171	engineering,2022,171	NOUN
ajst-1823	71	5	.	.	PUNCT
ajst-1823	72	1	[	[	X
ajst-1823	72	2	2	2	X
ajst-1823	72	3	]	]	X
ajst-1823	72	4	p	p	X
ajst-1823	72	5	suresh	suresh	PROPN
ajst-1823	72	6	,	,	PUNCT
ajst-1823	72	7	t	t	PROPN
ajst-1823	72	8	poongodi	poongodi	PROPN
ajst-1823	72	9	,	,	PUNCT
ajst-1823	72	10	b	b	NOUN
ajst-1823	72	11	balamurugan	balamurugan	NOUN
ajst-1823	72	12	,	,	PUNCT
ajst-1823	72	13	meenakshi	meenakshi	PROPN
ajst-1823	72	14	sharma	sharma	PROPN
ajst-1823	72	15	.	.	PUNCT
ajst-1823	73	1	big	big	ADJ
ajst-1823	73	2	data	datum	NOUN
ajst-1823	73	3	analytics	analytic	NOUN
ajst-1823	73	4	in	in	ADP
ajst-1823	73	5	smart	smart	ADJ
ajst-1823	73	6	manufacturing	manufacturing	NOUN
ajst-1823	73	7	:	:	PUNCT
ajst-1823	73	8	principles	principle	NOUN
ajst-1823	73	9	and	and	CCONJ
ajst-1823	73	10	practices[m].crc	practices[m].crc	AUX
ajst-1823	73	11	press:2022	press:2022	NOUN
ajst-1823	73	12	-	-	PUNCT
ajst-1823	73	13	07	07	NUM
ajst-1823	73	14	-	-	PUNCT
ajst-1823	73	15	05	05	NUM
ajst-1823	73	16	.	.	PUNCT
ajst-1823	74	1	[	[	X
ajst-1823	74	2	3	3	X
ajst-1823	74	3	]	]	X
ajst-1823	74	4	ahmad	ahmad	PROPN
ajst-1823	74	5	hafiz	hafiz	PROPN
ajst-1823	74	6	mughees	mughees	PROPN
ajst-1823	74	7	,	,	PUNCT
ajst-1823	74	8	rahimi	rahimi	ADJ
ajst-1823	74	9	afshin	afshin	PROPN
ajst-1823	74	10	.	.	PUNCT
ajst-1823	75	1	deep	deep	ADJ
ajst-1823	75	2	learning	learning	NOUN
ajst-1823	75	3	methods	method	NOUN
ajst-1823	75	4	for	for	ADP
ajst-1823	75	5	object	object	NOUN
ajst-1823	75	6	detection	detection	NOUN
ajst-1823	75	7	in	in	ADP
ajst-1823	75	8	smart	smart	ADJ
ajst-1823	75	9	manufacturing	manufacturing	NOUN
ajst-1823	75	10	:	:	PUNCT
ajst-1823	75	11	a	a	DET
ajst-1823	75	12	survey[j	survey[j	PROPN
ajst-1823	75	13	]	]	PUNCT
ajst-1823	75	14	.	.	PUNCT
ajst-1823	76	1	journal	journal	PROPN
ajst-1823	76	2	of	of	ADP
ajst-1823	76	3	manufacturing	manufacturing	NOUN
ajst-1823	76	4	systems,2022,64	systems,2022,64	NOUN
ajst-1823	76	5	.	.	PUNCT
ajst-1823	77	1	[	[	X
ajst-1823	77	2	4	4	X
ajst-1823	77	3	]	]	X
ajst-1823	77	4	yin	yin	PROPN
ajst-1823	77	5	shi	shi	PROPN
ajst-1823	77	6	,	,	PUNCT
ajst-1823	77	7	zhang	zhang	PROPN
ajst-1823	77	8	nan	nan	PROPN
ajst-1823	77	9	,	,	PUNCT
ajst-1823	77	10	ullah	ullah	PROPN
ajst-1823	77	11	kifayat	kifayat	PROPN
ajst-1823	77	12	,	,	PUNCT
ajst-1823	77	13	gao	gao	PROPN
ajst-1823	77	14	shuo	shuo	PROPN
ajst-1823	77	15	.	.	PUNCT
ajst-1823	78	1	enhancing	enhance	VERB
ajst-1823	78	2	digital	digital	ADJ
ajst-1823	78	3	innovation	innovation	NOUN
ajst-1823	78	4	for	for	ADP
ajst-1823	78	5	the	the	DET
ajst-1823	78	6	sustainable	sustainable	ADJ
ajst-1823	78	7	transformation	transformation	NOUN
ajst-1823	78	8	of	of	ADP
ajst-1823	78	9	manufacturing	manufacturing	NOUN
ajst-1823	78	10	industry	industry	NOUN
ajst-1823	78	11	:	:	PUNCT
ajst-1823	78	12	a	a	DET
ajst-1823	78	13	pressure	pressure	NOUN
ajst-1823	78	14	-	-	PUNCT
ajst-1823	78	15	state	state	NOUN
ajst-1823	78	16	-	-	PUNCT
ajst-1823	78	17	response	response	NOUN
ajst-1823	78	18	system	system	NOUN
ajst-1823	78	19	framework	framework	NOUN
ajst-1823	78	20	to	to	ADP
ajst-1823	78	21	perceptions	perception	NOUN
ajst-1823	78	22	of	of	ADP
ajst-1823	78	23	digital	digital	ADJ
ajst-1823	78	24	green	green	ADJ
ajst-1823	78	25	innovation	innovation	NOUN
ajst-1823	78	26	and	and	CCONJ
ajst-1823	78	27	its	its	PRON
ajst-1823	78	28	performance	performance	NOUN
ajst-1823	78	29	for	for	ADP
ajst-1823	78	30	green	green	ADJ
ajst-1823	78	31	and	and	CCONJ
ajst-1823	78	32	intelligent	intelligent	ADJ
ajst-1823	78	33	manufacturing[j	manufacturing[j	NOUN
ajst-1823	78	34	]	]	PUNCT
ajst-1823	78	35	.	.	PUNCT
ajst-1823	79	1	systems,2022,10(3	systems,2022,10(3	NOUN
ajst-1823	79	2	)	)	PUNCT
ajst-1823	79	3	.	.	PUNCT
ajst-1823	80	1	[	[	X
ajst-1823	80	2	5	5	X
ajst-1823	80	3	]	]	PUNCT
ajst-1823	80	4	tripathi	tripathi	NOUN
ajst-1823	80	5	varun	varun	PROPN
ajst-1823	80	6	,	,	PUNCT
ajst-1823	80	7	chattopadhyaya	chattopadhyaya	VERB
ajst-1823	80	8	somnath	somnath	NOUN
ajst-1823	80	9	,	,	PUNCT
ajst-1823	80	10	mukhopadhyay	mukhopadhyay	PROPN
ajst-1823	80	11	a.	a.	PROPN
ajst-1823	80	12	k.	k.	PROPN
ajst-1823	80	13	,	,	PUNCT
ajst-1823	80	14	saraswat	saraswat	PROPN
ajst-1823	80	15	suvandan	suvandan	PROPN
ajst-1823	80	16	,	,	PUNCT
ajst-1823	80	17	sharma	sharma	PROPN
ajst-1823	80	18	shubham	shubham	PROPN
ajst-1823	80	19	,	,	PUNCT
ajst-1823	80	20	li	li	PROPN
ajst-1823	80	21	changhe	changhe	PROPN
ajst-1823	80	22	,	,	PUNCT
ajst-1823	80	23	rajkumar	rajkumar	PROPN
ajst-1823	80	24	s.	s.	PROPN
ajst-1823	80	25	development	development	PROPN
ajst-1823	80	26	of	of	ADP
ajst-1823	80	27	a	a	DET
ajst-1823	80	28	data	data	NOUN
ajst-1823	80	29	-	-	PUNCT
ajst-1823	80	30	driven	drive	VERB
ajst-1823	80	31	decision	decision	NOUN
ajst-1823	80	32	-	-	PUNCT
ajst-1823	80	33	making	make	VERB
ajst-1823	80	34	system	system	NOUN
ajst-1823	80	35	using	use	VERB
ajst-1823	80	36	lean	lean	ADJ
ajst-1823	80	37	and	and	CCONJ
ajst-1823	80	38	smart	smart	ADJ
ajst-1823	80	39	manufacturing	manufacturing	NOUN
ajst-1823	80	40	concept	concept	NOUN
ajst-1823	80	41	in	in	ADP
ajst-1823	80	42	industry	industry	NOUN
ajst-1823	80	43	4.0	4.0	NUM
ajst-1823	80	44	:	:	PUNCT
ajst-1823	80	45	a	a	DET
ajst-1823	80	46	case	case	NOUN
ajst-1823	80	47	study[j	study[j	NOUN
ajst-1823	80	48	]	]	PUNCT
ajst-1823	80	49	.	.	PUNCT
ajst-1823	81	1	mathematical	mathematical	ADJ
ajst-1823	81	2	problems	problem	NOUN
ajst-1823	81	3	in	in	ADP
ajst-1823	81	4	engineering	engineering	NOUN
ajst-1823	81	5	,	,	PUNCT
ajst-1823	81	6	2022	2022	NUM
ajst-1823	81	7	.	.	PUNCT