id	sid	tid	token	lemma	pos
aiti-4072	1	1	advances	advance	NOUN
aiti-4072	1	2	in	in	ADP
aiti-4072	1	3	technology	technology	NOUN
aiti-4072	1	4	innovation	innovation	NOUN
aiti-4072	1	5	,	,	PUNCT
aiti-4072	1	6	vol	vol	NOUN
aiti-4072	1	7	.	.	PROPN
aiti-4072	2	1	4	4	NUM
aiti-4072	2	2	,	,	PUNCT
aiti-4072	2	3	no	no	INTJ
aiti-4072	2	4	.	.	NOUN
aiti-4072	2	5	4	4	NUM
aiti-4072	2	6	,	,	PUNCT
aiti-4072	2	7	2019	2019	NUM
aiti-4072	2	8	,	,	PUNCT
aiti-4072	2	9	pp	pp	ADJ
aiti-4072	2	10	.	.	PUNCT
aiti-4072	3	1	211	211	NUM
aiti-4072	3	2	-	-	SYM
aiti-4072	3	3	221	221	NUM
aiti-4072	3	4	an	an	DET
aiti-4072	3	5	intelligent	intelligent	ADJ
aiti-4072	3	6	optimization	optimization	NOUN
aiti-4072	3	7	system	system	NOUN
aiti-4072	3	8	of	of	ADP
aiti-4072	3	9	micro	micro	ADJ
aiti-4072	3	10	electroforming	electroforming	NOUN
aiti-4072	3	11	process	process	NOUN
aiti-4072	3	12	for	for	ADP
aiti-4072	3	13	the	the	DET
aiti-4072	3	14	mesh	mesh	NOUN
aiti-4072	3	15	filter	filter	NOUN
aiti-4072	3	16	wen	wen	PROPN
aiti-4072	3	17	-	-	PROPN
aiti-4072	3	18	chin	chin	ADJ
aiti-4072	3	19	chen	chen	PROPN
aiti-4072	3	20	1	1	NUM
aiti-4072	3	21	,	,	PUNCT
aiti-4072	3	22	*	*	PUNCT
aiti-4072	3	23	,	,	PUNCT
aiti-4072	3	24	pao	pao	PROPN
aiti-4072	3	25	-	-	PROPN
aiti-4072	3	26	wen	wen	PROPN
aiti-4072	3	27	lin	lin	PROPN
aiti-4072	3	28	2	2	NUM
aiti-4072	3	29	,	,	PUNCT
aiti-4072	3	30	shi	shi	PROPN
aiti-4072	3	31	-	-	PUNCT
aiti-4072	3	32	bo	bo	PROPN
aiti-4072	3	33	lin	lin	PROPN
aiti-4072	3	34	1	1	NUM
aiti-4072	3	35	,	,	PUNCT
aiti-4072	3	36	kuan	kuan	PROPN
aiti-4072	3	37	-	-	PUNCT
aiti-4072	3	38	ming	ming	PROPN
aiti-4072	3	39	lin	lin	PROPN
aiti-4072	3	40	3	3	NUM
aiti-4072	3	41	,	,	PUNCT
aiti-4072	3	42	yun	yun	PROPN
aiti-4072	3	43	-	-	PUNCT
aiti-4072	3	44	ru	ru	PROPN
aiti-4072	3	45	chang	chang	PROPN
aiti-4072	3	46	4	4	NUM
aiti-4072	3	47	1	1	NUM
aiti-4072	3	48	department	department	NOUN
aiti-4072	3	49	of	of	ADP
aiti-4072	3	50	industrial	industrial	ADJ
aiti-4072	3	51	management	management	NOUN
aiti-4072	3	52	,	,	PUNCT
aiti-4072	3	53	chung	chung	PROPN
aiti-4072	3	54	hua	hua	PROPN
aiti-4072	3	55	university	university	PROPN
aiti-4072	3	56	,	,	PUNCT
aiti-4072	3	57	hsinchu	hsinchu	PROPN
aiti-4072	3	58	,	,	PUNCT
aiti-4072	3	59	taiwan	taiwan	PROPN
aiti-4072	3	60	2	2	NUM
aiti-4072	3	61	ph.d	ph.d	PROPN
aiti-4072	3	62	.	.	PUNCT
aiti-4072	4	1	program	program	NOUN
aiti-4072	4	2	of	of	ADP
aiti-4072	4	3	technology	technology	NOUN
aiti-4072	4	4	management	management	NOUN
aiti-4072	4	5	,	,	PUNCT
aiti-4072	4	6	chung	chung	PROPN
aiti-4072	4	7	hua	hua	PROPN
aiti-4072	4	8	university	university	PROPN
aiti-4072	4	9	,	,	PUNCT
aiti-4072	4	10	hsinchu	hsinchu	PROPN
aiti-4072	4	11	,	,	PUNCT
aiti-4072	4	12	taiwan	taiwan	PROPN
aiti-4072	4	13	3	3	NUM
aiti-4072	4	14	department	department	NOUN
aiti-4072	4	15	of	of	ADP
aiti-4072	4	16	foreign	foreign	ADJ
aiti-4072	4	17	languages	language	NOUN
aiti-4072	4	18	and	and	CCONJ
aiti-4072	4	19	literatures	literature	NOUN
aiti-4072	4	20	,	,	PUNCT
aiti-4072	4	21	chung	chung	PROPN
aiti-4072	4	22	hua	hua	PROPN
aiti-4072	4	23	university	university	PROPN
aiti-4072	4	24	,	,	PUNCT
aiti-4072	4	25	hsinchu	hsinchu	PROPN
aiti-4072	4	26	,	,	PUNCT
aiti-4072	4	27	taiwan	taiwan	PROPN
aiti-4072	4	28	4	4	NUM
aiti-4072	4	29	languages	language	NOUN
aiti-4072	4	30	center	center	NOUN
aiti-4072	4	31	,	,	PUNCT
aiti-4072	4	32	chung	chung	PROPN
aiti-4072	4	33	hua	hua	PROPN
aiti-4072	4	34	university	university	PROPN
aiti-4072	4	35	,	,	PUNCT
aiti-4072	4	36	hsinchu	hsinchu	PROPN
aiti-4072	4	37	,	,	PUNCT
aiti-4072	4	38	taiwan	taiwan	PROPN
aiti-4072	4	39	received	receive	VERB
aiti-4072	4	40	12	12	NUM
aiti-4072	4	41	april	april	PROPN
aiti-4072	4	42	2019	2019	NUM
aiti-4072	4	43	;	;	PUNCT
aiti-4072	4	44	received	receive	VERB
aiti-4072	4	45	in	in	ADP
aiti-4072	4	46	revised	revise	VERB
aiti-4072	4	47	form	form	NOUN
aiti-4072	4	48	19	19	NUM
aiti-4072	4	49	may	may	PROPN
aiti-4072	4	50	2019	2019	NUM
aiti-4072	4	51	;	;	PUNCT
aiti-4072	4	52	accepted	accept	VERB
aiti-4072	4	53	17	17	NUM
aiti-4072	4	54	july	july	PROPN
aiti-4072	4	55	2019	2019	NUM
aiti-4072	4	56	abstract	abstract	ADV
aiti-4072	4	57	this	this	DET
aiti-4072	4	58	research	research	NOUN
aiti-4072	4	59	integrates	integrate	VERB
aiti-4072	4	60	the	the	DET
aiti-4072	4	61	taguchi	taguchi	PROPN
aiti-4072	4	62	method	method	NOUN
aiti-4072	4	63	,	,	PUNCT
aiti-4072	4	64	analysis	analysis	NOUN
aiti-4072	4	65	of	of	ADP
aiti-4072	4	66	variables	variable	NOUN
aiti-4072	4	67	(	(	PUNCT
aiti-4072	4	68	anova	anova	PROPN
aiti-4072	4	69	)	)	PUNCT
aiti-4072	4	70	,	,	PUNCT
aiti-4072	4	71	back	back	ADJ
aiti-4072	4	72	-	-	PUNCT
aiti-4072	4	73	propagation	propagation	NOUN
aiti-4072	4	74	neural	neural	ADJ
aiti-4072	4	75	networks	network	NOUN
aiti-4072	4	76	(	(	PUNCT
aiti-4072	4	77	bpnn	bpnn	NOUN
aiti-4072	4	78	)	)	PUNCT
aiti-4072	4	79	,	,	PUNCT
aiti-4072	4	80	and	and	CCONJ
aiti-4072	4	81	hybrid	hybrid	ADJ
aiti-4072	4	82	pso	pso	NOUN
aiti-4072	4	83	-	-	PUNCT
aiti-4072	4	84	ga	ga	PROPN
aiti-4072	4	85	to	to	PART
aiti-4072	4	86	develop	develop	VERB
aiti-4072	4	87	an	an	DET
aiti-4072	4	88	intelligent	intelligent	ADJ
aiti-4072	4	89	optimization	optimization	NOUN
aiti-4072	4	90	system	system	NOUN
aiti-4072	4	91	of	of	ADP
aiti-4072	4	92	micro	micro	ADJ
aiti-4072	4	93	electroforming	electroforming	NOUN
aiti-4072	4	94	process	process	NOUN
aiti-4072	4	95	for	for	ADP
aiti-4072	4	96	the	the	DET
aiti-4072	4	97	mesh	mesh	NOUN
aiti-4072	4	98	filter	filter	NOUN
aiti-4072	4	99	.	.	PUNCT
aiti-4072	5	1	from	from	ADP
aiti-4072	5	2	the	the	DET
aiti-4072	5	3	outset	outset	NOUN
aiti-4072	5	4	of	of	ADP
aiti-4072	5	5	discussions	discussion	NOUN
aiti-4072	5	6	with	with	ADP
aiti-4072	5	7	engineers	engineer	NOUN
aiti-4072	5	8	in	in	ADP
aiti-4072	5	9	terms	term	NOUN
aiti-4072	5	10	of	of	ADP
aiti-4072	5	11	past	past	ADJ
aiti-4072	5	12	related	related	ADJ
aiti-4072	5	13	literature	literature	NOUN
aiti-4072	5	14	survey	survey	NOUN
aiti-4072	5	15	of	of	ADP
aiti-4072	5	16	the	the	DET
aiti-4072	5	17	micro	micro	ADJ
aiti-4072	5	18	electroforming	electroforming	NOUN
aiti-4072	5	19	process	process	NOUN
aiti-4072	5	20	,	,	PUNCT
aiti-4072	5	21	the	the	DET
aiti-4072	5	22	quality	quality	NOUN
aiti-4072	5	23	characteristics	characteristic	NOUN
aiti-4072	5	24	of	of	ADP
aiti-4072	5	25	product	product	NOUN
aiti-4072	5	26	and	and	CCONJ
aiti-4072	5	27	control	control	NOUN
aiti-4072	5	28	variables	variable	NOUN
aiti-4072	5	29	can	can	AUX
aiti-4072	5	30	be	be	AUX
aiti-4072	5	31	well	well	ADV
aiti-4072	5	32	ascertained	ascertain	VERB
aiti-4072	5	33	,	,	PUNCT
aiti-4072	5	34	then	then	ADV
aiti-4072	5	35	transforming	transform	VERB
aiti-4072	5	36	the	the	DET
aiti-4072	5	37	problem	problem	NOUN
aiti-4072	5	38	of	of	ADP
aiti-4072	5	39	multiple	multiple	ADJ
aiti-4072	5	40	quality	quality	NOUN
aiti-4072	5	41	characteristics	characteristic	NOUN
aiti-4072	5	42	into	into	ADP
aiti-4072	5	43	a	a	DET
aiti-4072	5	44	single	single	ADJ
aiti-4072	5	45	quality	quality	NOUN
aiti-4072	5	46	characteristic	characteristic	NOUN
aiti-4072	5	47	via	via	ADP
aiti-4072	5	48	the	the	DET
aiti-4072	5	49	taguchi	taguchi	PROPN
aiti-4072	5	50	method	method	NOUN
aiti-4072	5	51	and	and	CCONJ
aiti-4072	5	52	anova	anova	PROPN
aiti-4072	5	53	.	.	PUNCT
aiti-4072	6	1	however	however	ADV
aiti-4072	6	2	,	,	PUNCT
aiti-4072	6	3	the	the	DET
aiti-4072	6	4	optimal	optimal	ADJ
aiti-4072	6	5	parameter	parameter	NOUN
aiti-4072	6	6	settings	setting	NOUN
aiti-4072	6	7	(	(	PUNCT
aiti-4072	6	8	solution	solution	NOUN
aiti-4072	6	9	)	)	PUNCT
aiti-4072	6	10	through	through	ADP
aiti-4072	6	11	the	the	DET
aiti-4072	6	12	taguchi	taguchi	PROPN
aiti-4072	6	13	experimental	experimental	PROPN
aiti-4072	6	14	planning	planning	NOUN
aiti-4072	6	15	is	be	AUX
aiti-4072	6	16	still	still	ADV
aiti-4072	6	17	belong	belong	ADJ
aiti-4072	6	18	to	to	ADP
aiti-4072	6	19	a	a	DET
aiti-4072	6	20	discrete	discrete	ADJ
aiti-4072	6	21	optimal	optimal	ADJ
aiti-4072	6	22	solution	solution	NOUN
aiti-4072	6	23	which	which	PRON
aiti-4072	6	24	is	be	AUX
aiti-4072	6	25	impossible	impossible	ADJ
aiti-4072	6	26	to	to	PART
aiti-4072	6	27	meet	meet	VERB
aiti-4072	6	28	the	the	DET
aiti-4072	6	29	process	process	NOUN
aiti-4072	6	30	stability	stability	NOUN
aiti-4072	6	31	and	and	CCONJ
aiti-4072	6	32	quality	quality	NOUN
aiti-4072	6	33	goals	goal	NOUN
aiti-4072	6	34	.	.	PUNCT
aiti-4072	7	1	therefore	therefore	ADV
aiti-4072	7	2	,	,	PUNCT
aiti-4072	7	3	this	this	DET
aiti-4072	7	4	study	study	NOUN
aiti-4072	7	5	first	first	ADV
aiti-4072	7	6	identifies	identify	VERB
aiti-4072	7	7	the	the	DET
aiti-4072	7	8	initial	initial	ADJ
aiti-4072	7	9	weight	weight	NOUN
aiti-4072	7	10	of	of	ADP
aiti-4072	7	11	bpnn，using	bpnn，use	VERB
aiti-4072	7	12	hybrid	hybrid	ADJ
aiti-4072	7	13	pso	pso	NOUN
aiti-4072	7	14	-	-	PUNCT
aiti-4072	7	15	ga	ga	PROPN
aiti-4072	7	16	with	with	ADP
aiti-4072	7	17	multilayer	multilayer	PROPN
aiti-4072	7	18	perceptron	perceptron	PROPN
aiti-4072	7	19	(	(	PUNCT
aiti-4072	7	20	mlp)，in	mlp)，in	NOUN
aiti-4072	7	21	order	order	NOUN
aiti-4072	7	22	to	to	PART
aiti-4072	7	23	improve	improve	VERB
aiti-4072	7	24	training	training	NOUN
aiti-4072	7	25	efficiency	efficiency	NOUN
aiti-4072	7	26	and	and	CCONJ
aiti-4072	7	27	precision	precision	NOUN
aiti-4072	7	28	of	of	ADP
aiti-4072	7	29	bpnn	bpnn	NOUN
aiti-4072	7	30	.	.	PUNCT
aiti-4072	8	1	furthermore	furthermore	ADV
aiti-4072	8	2	,	,	PUNCT
aiti-4072	8	3	the	the	DET
aiti-4072	8	4	study	study	NOUN
aiti-4072	8	5	constructs	construct	VERB
aiti-4072	8	6	the	the	DET
aiti-4072	8	7	signal	signal	NOUN
aiti-4072	8	8	-	-	PUNCT
aiti-4072	8	9	to	to	ADP
aiti-4072	8	10	-	-	PUNCT
aiti-4072	8	11	noise	noise	NOUN
aiti-4072	8	12	(	(	PUNCT
aiti-4072	8	13	s	s	NOUN
aiti-4072	8	14	/	/	SYM
aiti-4072	8	15	n	n	CCONJ
aiti-4072	8	16	)	)	PUNCT
aiti-4072	8	17	ratios	ratio	NOUN
aiti-4072	8	18	(	(	PUNCT
aiti-4072	8	19	bpnns	bpnn	NOUN
aiti-4072	8	20	/	/	SYM
aiti-4072	8	21	n	n	CCONJ
aiti-4072	8	22	)	)	PUNCT
aiti-4072	8	23	and	and	CCONJ
aiti-4072	8	24	quality	quality	NOUN
aiti-4072	8	25	predictors	predictor	NOUN
aiti-4072	8	26	(	(	PUNCT
aiti-4072	8	27	bpnnq	bpnnq	NOUN
aiti-4072	8	28	)	)	PUNCT
aiti-4072	8	29	based	base	VERB
aiti-4072	8	30	on	on	ADP
aiti-4072	8	31	hybrid	hybrid	ADJ
aiti-4072	8	32	pso	pso	NOUN
aiti-4072	8	33	-	-	PUNCT
aiti-4072	8	34	ga	ga	PROPN
aiti-4072	8	35	and	and	CCONJ
aiti-4072	8	36	bpnn	bpnn	NOUN
aiti-4072	8	37	with	with	ADP
aiti-4072	8	38	the	the	DET
aiti-4072	8	39	experimental	experimental	ADJ
aiti-4072	8	40	data	datum	NOUN
aiti-4072	8	41	.	.	PUNCT
aiti-4072	9	1	the	the	DET
aiti-4072	9	2	optimal	optimal	ADJ
aiti-4072	9	3	parameter	parameter	NOUN
aiti-4072	9	4	settings	setting	NOUN
aiti-4072	9	5	are	be	AUX
aiti-4072	9	6	obtained	obtain	VERB
aiti-4072	9	7	through	through	ADP
aiti-4072	9	8	a	a	DET
aiti-4072	9	9	combination	combination	NOUN
aiti-4072	9	10	of	of	ADP
aiti-4072	9	11	bpnns	bpnn	NOUN
aiti-4072	9	12	/	/	SYM
aiti-4072	9	13	n	n	NOUN
aiti-4072	9	14	and	and	CCONJ
aiti-4072	9	15	bpnnq	bpnnq	NOUN
aiti-4072	9	16	with	with	ADP
aiti-4072	9	17	modified	modify	VERB
aiti-4072	9	18	pso	pso	NOUN
aiti-4072	9	19	-	-	PUNCT
aiti-4072	9	20	ga	ga	PROPN
aiti-4072	9	21	.	.	PUNCT
aiti-4072	10	1	finally	finally	ADV
aiti-4072	10	2	,	,	PUNCT
aiti-4072	10	3	confirmation	confirmation	NOUN
aiti-4072	10	4	experiments	experiment	NOUN
aiti-4072	10	5	are	be	AUX
aiti-4072	10	6	performed	perform	VERB
aiti-4072	10	7	to	to	PART
aiti-4072	10	8	assess	assess	VERB
aiti-4072	10	9	the	the	DET
aiti-4072	10	10	effectiveness	effectiveness	NOUN
aiti-4072	10	11	of	of	ADP
aiti-4072	10	12	the	the	DET
aiti-4072	10	13	proposed	propose	VERB
aiti-4072	10	14	system	system	NOUN
aiti-4072	10	15	.	.	PUNCT
aiti-4072	11	1	the	the	DET
aiti-4072	11	2	results	result	NOUN
aiti-4072	11	3	show	show	VERB
aiti-4072	11	4	that	that	SCONJ
aiti-4072	11	5	the	the	DET
aiti-4072	11	6	proposed	propose	VERB
aiti-4072	11	7	system	system	NOUN
aiti-4072	11	8	can	can	AUX
aiti-4072	11	9	create	create	VERB
aiti-4072	11	10	the	the	DET
aiti-4072	11	11	best	good	ADJ
aiti-4072	11	12	performance	performance	NOUN
aiti-4072	11	13	,	,	PUNCT
aiti-4072	11	14	and	and	CCONJ
aiti-4072	11	15	the	the	DET
aiti-4072	11	16	optimal	optimal	ADJ
aiti-4072	11	17	parameters	parameter	NOUN
aiti-4072	11	18	not	not	PART
aiti-4072	11	19	only	only	ADV
aiti-4072	11	20	enhance	enhance	VERB
aiti-4072	11	21	the	the	DET
aiti-4072	11	22	stability	stability	NOUN
aiti-4072	11	23	in	in	ADP
aiti-4072	11	24	the	the	DET
aiti-4072	11	25	micro	micro	ADJ
aiti-4072	11	26	electro	electro	VERB
aiti-4072	11	27	forming	forming	NOUN
aiti-4072	11	28	process	process	NOUN
aiti-4072	11	29	but	but	CCONJ
aiti-4072	11	30	also	also	ADV
aiti-4072	11	31	effectively	effectively	ADV
aiti-4072	11	32	improve	improve	VERB
aiti-4072	11	33	the	the	DET
aiti-4072	11	34	product	product	NOUN
aiti-4072	11	35	quality	quality	NOUN
aiti-4072	11	36	.	.	PUNCT
aiti-4072	12	1	keywords	keyword	NOUN
aiti-4072	12	2	:	:	PUNCT
aiti-4072	12	3	taguchi	taguchi	PROPN
aiti-4072	12	4	method	method	PROPN
aiti-4072	12	5	,	,	PUNCT
aiti-4072	12	6	bpnn	bpnn	NOUN
aiti-4072	12	7	,	,	PUNCT
aiti-4072	12	8	pso	pso	NOUN
aiti-4072	12	9	-	-	PUNCT
aiti-4072	12	10	ga	ga	PROPN
aiti-4072	12	11	,	,	PUNCT
aiti-4072	12	12	micro	micro	NOUN
aiti-4072	12	13	electroforming	electroforming	NOUN
aiti-4072	12	14	,	,	PUNCT
aiti-4072	12	15	mlp	mlp	PROPN
aiti-4072	12	16	1	1	NUM
aiti-4072	12	17	.	.	PUNCT
aiti-4072	13	1	introduction	introduction	NOUN
aiti-4072	13	2	recently	recently	ADV
aiti-4072	13	3	the	the	DET
aiti-4072	13	4	technology	technology	NOUN
aiti-4072	13	5	of	of	ADP
aiti-4072	13	6	micro	micro	NOUN
aiti-4072	13	7	electroforming	electroforming	NOUN
aiti-4072	13	8	process	process	NOUN
aiti-4072	13	9	has	have	AUX
aiti-4072	13	10	been	be	AUX
aiti-4072	13	11	widely	widely	ADV
aiti-4072	13	12	used	use	VERB
aiti-4072	13	13	,	,	PUNCT
aiti-4072	13	14	and	and	CCONJ
aiti-4072	13	15	the	the	DET
aiti-4072	13	16	mesh	mesh	NOUN
aiti-4072	13	17	process	process	NOUN
aiti-4072	13	18	can	can	AUX
aiti-4072	13	19	be	be	AUX
aiti-4072	13	20	mainly	mainly	ADV
aiti-4072	13	21	divided	divide	VERB
aiti-4072	13	22	into	into	ADP
aiti-4072	13	23	the	the	DET
aiti-4072	13	24	photolithography	photolithography	NOUN
aiti-4072	13	25	process	process	NOUN
aiti-4072	13	26	and	and	CCONJ
aiti-4072	13	27	the	the	DET
aiti-4072	13	28	micro	micro	ADJ
aiti-4072	13	29	electroforming	electroforming	NOUN
aiti-4072	13	30	process	process	NOUN
aiti-4072	13	31	,	,	PUNCT
aiti-4072	13	32	having	having	AUX
aiti-4072	13	33	been	be	AUX
aiti-4072	13	34	widely	widely	ADV
aiti-4072	13	35	used	use	VERB
aiti-4072	13	36	recently	recently	ADV
aiti-4072	13	37	.	.	PUNCT
aiti-4072	14	1	and	and	CCONJ
aiti-4072	14	2	the	the	DET
aiti-4072	14	3	process	process	NOUN
aiti-4072	14	4	parameter	parameter	NOUN
aiti-4072	14	5	control	control	NOUN
aiti-4072	14	6	directly	directly	ADV
aiti-4072	14	7	affects	affect	VERB
aiti-4072	14	8	product	product	NOUN
aiti-4072	14	9	quality	quality	NOUN
aiti-4072	14	10	and	and	CCONJ
aiti-4072	14	11	cost	cost	NOUN
aiti-4072	14	12	.	.	PUNCT
aiti-4072	15	1	the	the	DET
aiti-4072	15	2	photolithography	photolithography	NOUN
aiti-4072	15	3	process	process	NOUN
aiti-4072	15	4	consists	consist	VERB
aiti-4072	15	5	of	of	ADP
aiti-4072	15	6	three	three	NUM
aiti-4072	15	7	main	main	ADJ
aiti-4072	15	8	components	component	NOUN
aiti-4072	15	9	:	:	PUNCT
aiti-4072	15	10	coating	coating	NOUN
aiti-4072	15	11	photoresist	photoresist	NOUN
aiti-4072	15	12	,	,	PUNCT
aiti-4072	15	13	exposure	exposure	NOUN
aiti-4072	15	14	,	,	PUNCT
aiti-4072	15	15	and	and	CCONJ
aiti-4072	15	16	development	development	NOUN
aiti-4072	15	17	.	.	PUNCT
aiti-4072	16	1	in	in	ADP
aiti-4072	16	2	order	order	NOUN
aiti-4072	16	3	to	to	PART
aiti-4072	16	4	obtain	obtain	VERB
aiti-4072	16	5	higher	high	ADJ
aiti-4072	16	6	resolution	resolution	NOUN
aiti-4072	16	7	,	,	PUNCT
aiti-4072	16	8	some	some	DET
aiti-4072	16	9	baking	baking	NOUN
aiti-4072	16	10	and	and	CCONJ
aiti-4072	16	11	cooling	cool	VERB
aiti-4072	16	12	steps	step	NOUN
aiti-4072	16	13	are	be	AUX
aiti-4072	16	14	also	also	ADV
aiti-4072	16	15	adopted	adopt	VERB
aiti-4072	16	16	in	in	ADP
aiti-4072	16	17	the	the	DET
aiti-4072	16	18	photolithography	photolithography	NOUN
aiti-4072	16	19	process	process	NOUN
aiti-4072	16	20	.	.	PUNCT
aiti-4072	17	1	in	in	ADP
aiti-4072	17	2	the	the	DET
aiti-4072	17	3	current	current	ADJ
aiti-4072	17	4	technology	technology	NOUN
aiti-4072	17	5	,	,	PUNCT
aiti-4072	17	6	of	of	ADP
aiti-4072	17	7	photolithography	photolithography	NOUN
aiti-4072	17	8	process	process	NOUN
aiti-4072	17	9	,	,	PUNCT
aiti-4072	17	10	entirely	entirely	ADV
aiti-4072	17	11	seven	seven	NUM
aiti-4072	17	12	steps	step	NOUN
aiti-4072	17	13	are	be	AUX
aiti-4072	17	14	required	require	VERB
aiti-4072	17	15	in	in	ADP
aiti-4072	17	16	the	the	DET
aiti-4072	17	17	process	process	NOUN
aiti-4072	17	18	:	:	PUNCT
aiti-4072	17	19	cleaning	clean	VERB
aiti-4072	17	20	the	the	DET
aiti-4072	17	21	substrate	substrate	NOUN
aiti-4072	17	22	,	,	PUNCT
aiti-4072	17	23	pre	pre	ADJ
aiti-4072	17	24	-	-	ADJ
aiti-4072	17	25	baking	bake	VERB
aiti-4072	17	26	,	,	PUNCT
aiti-4072	17	27	coating	coat	VERB
aiti-4072	17	28	the	the	DET
aiti-4072	17	29	photoresist	photoresist	NOUN
aiti-4072	17	30	,	,	PUNCT
aiti-4072	17	31	soft	soft	ADJ
aiti-4072	17	32	-	-	PUNCT
aiti-4072	17	33	baking	baking	NOUN
aiti-4072	17	34	,	,	PUNCT
aiti-4072	17	35	exposure	exposure	NOUN
aiti-4072	17	36	,	,	PUNCT
aiti-4072	17	37	development	development	NOUN
aiti-4072	17	38	,	,	PUNCT
aiti-4072	17	39	and	and	CCONJ
aiti-4072	17	40	hard	hard	ADV
aiti-4072	17	41	-	-	PUNCT
aiti-4072	17	42	baking	baking	NOUN
aiti-4072	17	43	.	.	PUNCT
aiti-4072	18	1	when	when	SCONJ
aiti-4072	18	2	the	the	DET
aiti-4072	18	3	photolithography	photolithography	NOUN
aiti-4072	18	4	process	process	NOUN
aiti-4072	18	5	parameters	parameter	NOUN
aiti-4072	18	6	are	be	AUX
aiti-4072	18	7	not	not	PART
aiti-4072	18	8	well	well	ADV
aiti-4072	18	9	controlled	control	VERB
aiti-4072	18	10	,	,	PUNCT
aiti-4072	18	11	defects	defect	NOUN
aiti-4072	18	12	such	such	ADJ
aiti-4072	18	13	as	as	ADP
aiti-4072	18	14	the	the	DET
aiti-4072	18	15	*	*	PUNCT
aiti-4072	18	16	corresponding	correspond	VERB
aiti-4072	18	17	author	author	NOUN
aiti-4072	18	18	.	.	PUNCT
aiti-4072	19	1	e	e	X
aiti-4072	19	2	-	-	NOUN
aiti-4072	19	3	mail	mail	NOUN
aiti-4072	19	4	address	address	NOUN
aiti-4072	19	5	:	:	PUNCT
aiti-4072	19	6	wenchin@chu.edu.tw	wenchin@chu.edu.tw	VERB
aiti-4072	19	7	tel	tel	PROPN
aiti-4072	19	8	.	.	PUNCT
aiti-4072	19	9	:	:	PUNCT
aiti-4072	20	1	+886	+886	NUM
aiti-4072	20	2	-	-	PUNCT
aiti-4072	20	3	3	3	NUM
aiti-4072	20	4	-	-	SYM
aiti-4072	20	5	5186585	5186585	NUM
aiti-4072	20	6	;	;	PUNCT
aiti-4072	20	7	fax	fax	NOUN
aiti-4072	20	8	:	:	PUNCT
aiti-4072	20	9	+886	+886	NUM
aiti-4072	20	10	-	-	PUNCT
aiti-4072	20	11	3	3	NUM
aiti-4072	20	12	-	-	PUNCT
aiti-4072	20	13	5186575	5186575	NUM
aiti-4072	20	14	advances	advance	NOUN
aiti-4072	20	15	in	in	ADP
aiti-4072	20	16	technology	technology	NOUN
aiti-4072	20	17	innovation	innovation	NOUN
aiti-4072	20	18	,	,	PUNCT
aiti-4072	20	19	vol	vol	NOUN
aiti-4072	20	20	.	.	PROPN
aiti-4072	20	21	4	4	NUM
aiti-4072	20	22	,	,	PUNCT
aiti-4072	20	23	no	no	INTJ
aiti-4072	20	24	.	.	NOUN
aiti-4072	20	25	4	4	NUM
aiti-4072	20	26	,	,	PUNCT
aiti-4072	20	27	2019	2019	NUM
aiti-4072	20	28	,	,	PUNCT
aiti-4072	20	29	pp	pp	ADJ
aiti-4072	20	30	.	.	PUNCT
aiti-4072	21	1	211	211	NUM
aiti-4072	21	2	-	-	SYM
aiti-4072	21	3	221	221	NUM
aiti-4072	21	4	212	212	NUM
aiti-4072	21	5	excessive	excessive	ADJ
aiti-4072	21	6	image	image	NOUN
aiti-4072	21	7	size	size	NOUN
aiti-4072	21	8	variation	variation	NOUN
aiti-4072	21	9	,	,	PUNCT
aiti-4072	21	10	poor	poor	ADJ
aiti-4072	21	11	transfer	transfer	NOUN
aiti-4072	21	12	rate	rate	NOUN
aiti-4072	21	13	,	,	PUNCT
aiti-4072	21	14	and	and	CCONJ
aiti-4072	21	15	even	even	ADV
aiti-4072	21	16	transfer	transfer	VERB
aiti-4072	21	17	failure	failure	NOUN
aiti-4072	21	18	may	may	AUX
aiti-4072	21	19	occur	occur	VERB
aiti-4072	21	20	;	;	PUNCT
aiti-4072	21	21	therefore	therefore	ADV
aiti-4072	21	22	,	,	PUNCT
aiti-4072	21	23	the	the	DET
aiti-4072	21	24	photoresist	photoresist	NOUN
aiti-4072	21	25	must	must	AUX
aiti-4072	21	26	be	be	AUX
aiti-4072	21	27	stripped	strip	VERB
aiti-4072	21	28	and	and	CCONJ
aiti-4072	21	29	the	the	DET
aiti-4072	21	30	previous	previous	ADJ
aiti-4072	21	31	process	process	NOUN
aiti-4072	21	32	repeated	repeat	VERB
aiti-4072	21	33	until	until	SCONJ
aiti-4072	21	34	the	the	DET
aiti-4072	21	35	inspection	inspection	NOUN
aiti-4072	21	36	is	be	AUX
aiti-4072	21	37	completed	complete	VERB
aiti-4072	21	38	.	.	PUNCT
aiti-4072	22	1	then	then	ADV
aiti-4072	22	2	,	,	PUNCT
aiti-4072	22	3	the	the	DET
aiti-4072	22	4	semi	semi	ADJ
aiti-4072	22	5	-	-	ADJ
aiti-4072	22	6	finished	finished	ADJ
aiti-4072	22	7	mold	mold	NOUN
aiti-4072	22	8	core	core	NOUN
aiti-4072	22	9	formed	form	VERB
aiti-4072	22	10	by	by	ADP
aiti-4072	22	11	photolithography	photolithography	NOUN
aiti-4072	22	12	is	be	AUX
aiti-4072	22	13	subjected	subject	VERB
aiti-4072	22	14	to	to	ADP
aiti-4072	22	15	a	a	DET
aiti-4072	22	16	micro	micro	ADJ
aiti-4072	22	17	-	-	ADJ
aiti-4072	22	18	electroforming	electroforming	ADJ
aiti-4072	22	19	process	process	NOUN
aiti-4072	22	20	.	.	PUNCT
aiti-4072	23	1	the	the	DET
aiti-4072	23	2	micro	micro	ADJ
aiti-4072	23	3	electroforming	electroforming	NOUN
aiti-4072	23	4	process	process	NOUN
aiti-4072	23	5	consists	consist	VERB
aiti-4072	23	6	of	of	ADP
aiti-4072	23	7	five	five	NUM
aiti-4072	23	8	main	main	ADJ
aiti-4072	23	9	components	component	NOUN
aiti-4072	23	10	:	:	PUNCT
aiti-4072	23	11	electroforming	electroforming	NOUN
aiti-4072	23	12	,	,	PUNCT
aiti-4072	23	13	photoresist	photoresist	NOUN
aiti-4072	23	14	stripping	stripping	NOUN
aiti-4072	23	15	,	,	PUNCT
aiti-4072	23	16	finished	finished	ADJ
aiti-4072	23	17	stripping	strip	VERB
aiti-4072	23	18	,	,	PUNCT
aiti-4072	23	19	cleaning	cleaning	NOUN
aiti-4072	23	20	and	and	CCONJ
aiti-4072	23	21	hard	hard	ADJ
aiti-4072	23	22	baking	baking	NOUN
aiti-4072	23	23	.	.	PUNCT
aiti-4072	24	1	as	as	ADP
aiti-4072	24	2	to	to	ADP
aiti-4072	24	3	the	the	DET
aiti-4072	24	4	current	current	ADJ
aiti-4072	24	5	technology	technology	NOUN
aiti-4072	24	6	of	of	ADP
aiti-4072	24	7	electrochemical	electrochemical	ADJ
aiti-4072	24	8	micro	micro	ADJ
aiti-4072	24	9	-	-	ADJ
aiti-4072	24	10	electroforming	electroforming	ADJ
aiti-4072	24	11	process	process	NOUN
aiti-4072	24	12	for	for	ADP
aiti-4072	24	13	making	make	VERB
aiti-4072	24	14	molds	mold	NOUN
aiti-4072	24	15	,	,	PUNCT
aiti-4072	24	16	when	when	SCONJ
aiti-4072	24	17	the	the	DET
aiti-4072	24	18	process	process	NOUN
aiti-4072	24	19	parameters	parameter	NOUN
aiti-4072	24	20	are	be	AUX
aiti-4072	24	21	not	not	PART
aiti-4072	24	22	well	well	ADV
aiti-4072	24	23	controlled	control	VERB
aiti-4072	24	24	,	,	PUNCT
aiti-4072	24	25	problems	problem	NOUN
aiti-4072	24	26	such	such	ADJ
aiti-4072	24	27	as	as	ADP
aiti-4072	24	28	the	the	DET
aiti-4072	24	29	product	product	NOUN
aiti-4072	24	30	forming	form	VERB
aiti-4072	24	31	failure	failure	NOUN
aiti-4072	24	32	and	and	CCONJ
aiti-4072	24	33	excessive	excessive	ADJ
aiti-4072	24	34	size	size	NOUN
aiti-4072	24	35	variation	variation	NOUN
aiti-4072	24	36	will	will	AUX
aiti-4072	24	37	be	be	AUX
aiti-4072	24	38	directly	directly	ADV
aiti-4072	24	39	caused	cause	VERB
aiti-4072	24	40	and	and	CCONJ
aiti-4072	24	41	hence	hence	ADV
aiti-4072	24	42	the	the	DET
aiti-4072	24	43	loss	loss	NOUN
aiti-4072	24	44	due	due	ADP
aiti-4072	24	45	to	to	ADP
aiti-4072	24	46	the	the	DET
aiti-4072	24	47	fact	fact	NOUN
aiti-4072	24	48	that	that	SCONJ
aiti-4072	24	49	the	the	DET
aiti-4072	24	50	product	product	NOUN
aiti-4072	24	51	will	will	AUX
aiti-4072	24	52	not	not	PART
aiti-4072	24	53	pass	pass	VERB
aiti-4072	24	54	the	the	DET
aiti-4072	24	55	quality	quality	NOUN
aiti-4072	24	56	inspection	inspection	NOUN
aiti-4072	24	57	and	and	CCONJ
aiti-4072	24	58	can	can	AUX
aiti-4072	24	59	not	not	PART
aiti-4072	24	60	be	be	AUX
aiti-4072	24	61	reworked	rework	VERB
aiti-4072	24	62	.	.	PUNCT
aiti-4072	25	1	therefore	therefore	ADV
aiti-4072	25	2	,	,	PUNCT
aiti-4072	25	3	to	to	PART
aiti-4072	25	4	improve	improve	VERB
aiti-4072	25	5	yield	yield	NOUN
aiti-4072	25	6	and	and	CCONJ
aiti-4072	25	7	reduce	reduce	VERB
aiti-4072	25	8	cost	cost	NOUN
aiti-4072	25	9	,	,	PUNCT
aiti-4072	25	10	the	the	DET
aiti-4072	25	11	parameter	parameter	NOUN
aiti-4072	25	12	setting	setting	NOUN
aiti-4072	25	13	of	of	ADP
aiti-4072	25	14	the	the	DET
aiti-4072	25	15	micro	micro	ADJ
aiti-4072	25	16	electroforming	electroforming	NOUN
aiti-4072	25	17	process	process	NOUN
aiti-4072	25	18	control	control	NOUN
aiti-4072	25	19	factors	factor	NOUN
aiti-4072	25	20	are	be	AUX
aiti-4072	25	21	even	even	ADV
aiti-4072	25	22	more	more	ADV
aiti-4072	25	23	important	important	ADJ
aiti-4072	25	24	.	.	PUNCT
aiti-4072	26	1	since	since	SCONJ
aiti-4072	26	2	the	the	DET
aiti-4072	26	3	micro	micro	NOUN
aiti-4072	26	4	electroforming	electroforming	NOUN
aiti-4072	26	5	process	process	NOUN
aiti-4072	26	6	can	can	AUX
aiti-4072	26	7	be	be	AUX
aiti-4072	26	8	applied	apply	VERB
aiti-4072	26	9	to	to	ADP
aiti-4072	26	10	a	a	DET
aiti-4072	26	11	variety	variety	NOUN
aiti-4072	26	12	of	of	ADP
aiti-4072	26	13	materials	material	NOUN
aiti-4072	26	14	,	,	PUNCT
aiti-4072	26	15	and	and	CCONJ
aiti-4072	26	16	there	there	PRON
aiti-4072	26	17	are	be	VERB
aiti-4072	26	18	many	many	ADJ
aiti-4072	26	19	types	type	NOUN
aiti-4072	26	20	and	and	CCONJ
aiti-4072	26	21	formulations	formulation	NOUN
aiti-4072	26	22	of	of	ADP
aiti-4072	26	23	chemical	chemical	NOUN
aiti-4072	26	24	electroforming	electroforming	NOUN
aiti-4072	26	25	fluids	fluid	NOUN
aiti-4072	26	26	,	,	PUNCT
aiti-4072	26	27	many	many	ADJ
aiti-4072	26	28	scholars	scholar	NOUN
aiti-4072	26	29	are	be	AUX
aiti-4072	26	30	devoted	devoted	ADJ
aiti-4072	26	31	to	to	ADP
aiti-4072	26	32	studying	study	VERB
aiti-4072	26	33	the	the	DET
aiti-4072	26	34	interaction	interaction	NOUN
aiti-4072	26	35	between	between	ADP
aiti-4072	26	36	various	various	ADJ
aiti-4072	26	37	chemical	chemical	NOUN
aiti-4072	26	38	electroforming	electroforming	NOUN
aiti-4072	26	39	fluids	fluid	NOUN
aiti-4072	26	40	and	and	CCONJ
aiti-4072	26	41	materials	material	NOUN
aiti-4072	26	42	and	and	CCONJ
aiti-4072	26	43	the	the	DET
aiti-4072	26	44	related	related	ADJ
aiti-4072	26	45	physical	physical	ADJ
aiti-4072	26	46	phenomena	phenomenon	NOUN
aiti-4072	26	47	in	in	ADP
aiti-4072	26	48	the	the	DET
aiti-4072	26	49	process	process	NOUN
aiti-4072	26	50	[	[	X
aiti-4072	26	51	1	1	NUM
aiti-4072	26	52	-	-	SYM
aiti-4072	26	53	8	8	NUM
aiti-4072	26	54	]	]	PUNCT
aiti-4072	26	55	.	.	PUNCT
aiti-4072	27	1	however	however	ADV
aiti-4072	27	2	,	,	PUNCT
aiti-4072	27	3	through	through	ADP
aiti-4072	27	4	the	the	DET
aiti-4072	27	5	analysis	analysis	NOUN
aiti-4072	27	6	of	of	ADP
aiti-4072	27	7	the	the	DET
aiti-4072	27	8	materials	material	NOUN
aiti-4072	27	9	,	,	PUNCT
aiti-4072	27	10	a	a	DET
aiti-4072	27	11	suitable	suitable	ADJ
aiti-4072	27	12	combination	combination	NOUN
aiti-4072	27	13	of	of	ADP
aiti-4072	27	14	electroforming	electroforme	VERB
aiti-4072	27	15	liquid	liquid	NOUN
aiti-4072	27	16	and	and	CCONJ
aiti-4072	27	17	materials	material	NOUN
aiti-4072	27	18	,	,	PUNCT
aiti-4072	27	19	a	a	DET
aiti-4072	27	20	better	well	ADJ
aiti-4072	27	21	process	process	NOUN
aiti-4072	27	22	and	and	CCONJ
aiti-4072	27	23	product	product	NOUN
aiti-4072	27	24	quality	quality	NOUN
aiti-4072	27	25	,	,	PUNCT
aiti-4072	27	26	and	and	CCONJ
aiti-4072	27	27	the	the	DET
aiti-4072	27	28	better	well	ADJ
aiti-4072	27	29	process	process	NOUN
aiti-4072	27	30	parameters	parameter	NOUN
aiti-4072	27	31	combination	combination	NOUN
aiti-4072	27	32	all	all	PRON
aiti-4072	27	33	can	can	AUX
aiti-4072	27	34	be	be	AUX
aiti-4072	27	35	obtained	obtain	VERB
aiti-4072	27	36	.	.	PUNCT
aiti-4072	28	1	if	if	SCONJ
aiti-4072	28	2	an	an	DET
aiti-4072	28	3	inappropriate	inappropriate	ADJ
aiti-4072	28	4	combination	combination	NOUN
aiti-4072	28	5	of	of	ADP
aiti-4072	28	6	process	process	NOUN
aiti-4072	28	7	parameters	parameter	NOUN
aiti-4072	28	8	is	be	AUX
aiti-4072	28	9	used	use	VERB
aiti-4072	28	10	,	,	PUNCT
aiti-4072	28	11	it	it	PRON
aiti-4072	28	12	can	can	AUX
aiti-4072	28	13	lead	lead	VERB
aiti-4072	28	14	to	to	ADP
aiti-4072	28	15	product	product	NOUN
aiti-4072	28	16	defects	defect	NOUN
aiti-4072	28	17	and	and	CCONJ
aiti-4072	28	18	excessive	excessive	ADJ
aiti-4072	28	19	process	process	NOUN
aiti-4072	28	20	variations	variation	NOUN
aiti-4072	28	21	.	.	PUNCT
aiti-4072	29	1	in	in	ADP
aiti-4072	29	2	the	the	DET
aiti-4072	29	3	past	past	NOUN
aiti-4072	29	4	,	,	PUNCT
aiti-4072	29	5	some	some	DET
aiti-4072	29	6	scholars	scholar	NOUN
aiti-4072	29	7	adopted	adopt	VERB
aiti-4072	29	8	the	the	DET
aiti-4072	29	9	taguchi	taguchi	PROPN
aiti-4072	29	10	experimental	experimental	ADJ
aiti-4072	29	11	design	design	NOUN
aiti-4072	29	12	method	method	NOUN
aiti-4072	29	13	to	to	PART
aiti-4072	29	14	explore	explore	VERB
aiti-4072	29	15	the	the	DET
aiti-4072	29	16	correlation	correlation	NOUN
aiti-4072	29	17	between	between	ADP
aiti-4072	29	18	process	process	NOUN
aiti-4072	29	19	parameters	parameter	NOUN
aiti-4072	29	20	and	and	CCONJ
aiti-4072	29	21	quality	quality	NOUN
aiti-4072	30	1	[	[	X
aiti-4072	30	2	9	9	NUM
aiti-4072	30	3	-	-	SYM
aiti-4072	30	4	11].however	11].however	PROPN
aiti-4072	30	5	,	,	PUNCT
aiti-4072	30	6	the	the	DET
aiti-4072	30	7	taguchi	taguchi	PROPN
aiti-4072	30	8	experimental	experimental	PROPN
aiti-4072	30	9	design	design	NOUN
aiti-4072	30	10	is	be	AUX
aiti-4072	30	11	a	a	DET
aiti-4072	30	12	discrete	discrete	ADJ
aiti-4072	30	13	method	method	NOUN
aiti-4072	30	14	for	for	ADP
aiti-4072	30	15	solving	solve	VERB
aiti-4072	30	16	single	single	ADJ
aiti-4072	30	17	quality	quality	NOUN
aiti-4072	30	18	characteristics	characteristic	NOUN
aiti-4072	30	19	,	,	PUNCT
aiti-4072	30	20	and	and	CCONJ
aiti-4072	30	21	only	only	ADV
aiti-4072	30	22	the	the	DET
aiti-4072	30	23	local	local	ADJ
aiti-4072	30	24	optimal	optimal	ADJ
aiti-4072	30	25	solution	solution	NOUN
aiti-4072	30	26	of	of	ADP
aiti-4072	30	27	the	the	DET
aiti-4072	30	28	pre	pre	ADJ
aiti-4072	30	29	-	-	ADJ
aiti-4072	30	30	selected	select	VERB
aiti-4072	30	31	parameter	parameter	NOUN
aiti-4072	30	32	level	level	NOUN
aiti-4072	30	33	can	can	AUX
aiti-4072	30	34	be	be	AUX
aiti-4072	30	35	obtained	obtain	VERB
aiti-4072	30	36	specific	specific	ADJ
aiti-4072	30	37	to	to	ADP
aiti-4072	30	38	a	a	DET
aiti-4072	30	39	single	single	ADJ
aiti-4072	30	40	quality	quality	NOUN
aiti-4072	30	41	characteristic	characteristic	NOUN
aiti-4072	30	42	,	,	PUNCT
aiti-4072	30	43	but	but	CCONJ
aiti-4072	30	44	not	not	PART
aiti-4072	30	45	the	the	DET
aiti-4072	30	46	global	global	ADJ
aiti-4072	30	47	continuous	continuous	ADJ
aiti-4072	30	48	optimal	optimal	ADJ
aiti-4072	30	49	solution	solution	NOUN
aiti-4072	30	50	.	.	PUNCT
aiti-4072	31	1	therefore	therefore	ADV
aiti-4072	31	2	,	,	PUNCT
aiti-4072	31	3	it	it	PRON
aiti-4072	31	4	is	be	AUX
aiti-4072	31	5	necessary	necessary	ADJ
aiti-4072	31	6	to	to	PART
aiti-4072	31	7	combine	combine	VERB
aiti-4072	31	8	the	the	DET
aiti-4072	31	9	experimental	experimental	ADJ
aiti-4072	31	10	design	design	NOUN
aiti-4072	31	11	,	,	PUNCT
aiti-4072	31	12	smart	smart	ADJ
aiti-4072	31	13	predictors	predictor	NOUN
aiti-4072	31	14	and	and	CCONJ
aiti-4072	31	15	applications	application	NOUN
aiti-4072	31	16	of	of	ADP
aiti-4072	31	17	related	related	ADJ
aiti-4072	31	18	theories	theory	NOUN
aiti-4072	31	19	for	for	ADP
aiti-4072	31	20	optimization	optimization	NOUN
aiti-4072	31	21	to	to	PART
aiti-4072	31	22	search	search	VERB
aiti-4072	31	23	for	for	ADP
aiti-4072	31	24	the	the	DET
aiti-4072	31	25	best	good	ADJ
aiti-4072	31	26	combination	combination	NOUN
aiti-4072	31	27	of	of	ADP
aiti-4072	31	28	process	process	NOUN
aiti-4072	31	29	parameters	parameter	NOUN
aiti-4072	31	30	by	by	ADP
aiti-4072	31	31	numerical	numerical	ADJ
aiti-4072	31	32	simulation	simulation	PROPN
aiti-4072	31	33	and	and	CCONJ
aiti-4072	31	34	prediction[12	prediction[12	PROPN
aiti-4072	31	35	-	-	PUNCT
aiti-4072	31	36	14].the	14].the	NOUN
aiti-4072	31	37	above	above	ADP
aiti-4072	31	38	studies	study	NOUN
aiti-4072	31	39	only	only	ADV
aiti-4072	31	40	focused	focus	VERB
aiti-4072	31	41	on	on	ADP
aiti-4072	31	42	optimizing	optimize	VERB
aiti-4072	31	43	the	the	DET
aiti-4072	31	44	process	process	NOUN
aiti-4072	31	45	parameters	parameter	NOUN
aiti-4072	31	46	for	for	ADP
aiti-4072	31	47	product	product	NOUN
aiti-4072	31	48	quality	quality	NOUN
aiti-4072	31	49	characteristics	characteristic	NOUN
aiti-4072	31	50	,	,	PUNCT
aiti-4072	31	51	but	but	CCONJ
aiti-4072	31	52	they	they	PRON
aiti-4072	31	53	did	do	AUX
aiti-4072	31	54	not	not	PART
aiti-4072	31	55	assess	assess	VERB
aiti-4072	31	56	the	the	DET
aiti-4072	31	57	stability	stability	NOUN
aiti-4072	31	58	of	of	ADP
aiti-4072	31	59	the	the	DET
aiti-4072	31	60	process	process	NOUN
aiti-4072	31	61	in	in	ADP
aiti-4072	31	62	the	the	DET
aiti-4072	31	63	micro	micro	ADJ
aiti-4072	31	64	electroforming	electroforming	NOUN
aiti-4072	31	65	process	process	NOUN
aiti-4072	31	66	.	.	PUNCT
aiti-4072	32	1	therefore	therefore	ADV
aiti-4072	32	2	,	,	PUNCT
aiti-4072	32	3	this	this	DET
aiti-4072	32	4	study	study	NOUN
aiti-4072	32	5	proposes	propose	VERB
aiti-4072	32	6	an	an	DET
aiti-4072	32	7	intelligent	intelligent	ADJ
aiti-4072	32	8	optimization	optimization	NOUN
aiti-4072	32	9	system	system	NOUN
aiti-4072	32	10	to	to	PART
aiti-4072	32	11	find	find	VERB
aiti-4072	32	12	optimal	optimal	ADJ
aiti-4072	32	13	process	process	NOUN
aiti-4072	32	14	parameters	parameter	NOUN
aiti-4072	32	15	of	of	ADP
aiti-4072	32	16	multiple	multiple	ADJ
aiti-4072	32	17	quality	quality	NOUN
aiti-4072	32	18	characteristics	characteristic	NOUN
aiti-4072	32	19	in	in	ADP
aiti-4072	32	20	the	the	DET
aiti-4072	32	21	micro	micro	ADJ
aiti-4072	32	22	electroforming	electroforming	NOUN
aiti-4072	32	23	process	process	NOUN
aiti-4072	32	24	.	.	PUNCT
aiti-4072	33	1	firstly	firstly	ADV
aiti-4072	33	2	,	,	PUNCT
aiti-4072	33	3	the	the	DET
aiti-4072	33	4	taguchi	taguchi	PROPN
aiti-4072	33	5	method	method	NOUN
aiti-4072	33	6	is	be	AUX
aiti-4072	33	7	used	use	VERB
aiti-4072	33	8	to	to	PART
aiti-4072	33	9	determine	determine	VERB
aiti-4072	33	10	the	the	DET
aiti-4072	33	11	best	good	ADJ
aiti-4072	33	12	combination	combination	NOUN
aiti-4072	33	13	of	of	ADP
aiti-4072	33	14	parameter	parameter	NOUN
aiti-4072	33	15	settings	setting	NOUN
aiti-4072	33	16	by	by	ADP
aiti-4072	33	17	calculating	calculate	VERB
aiti-4072	33	18	the	the	DET
aiti-4072	33	19	signal	signal	NOUN
aiti-4072	33	20	-	-	PUNCT
aiti-4072	33	21	to	to	ADP
aiti-4072	33	22	-	-	PUNCT
aiti-4072	33	23	noise	noise	NOUN
aiti-4072	33	24	(	(	PUNCT
aiti-4072	33	25	s	s	NOUN
aiti-4072	33	26	/	/	SYM
aiti-4072	33	27	n	n	CCONJ
aiti-4072	33	28	)	)	PUNCT
aiti-4072	33	29	ratio	ratio	NOUN
aiti-4072	33	30	from	from	ADP
aiti-4072	33	31	the	the	DET
aiti-4072	33	32	experimental	experimental	ADJ
aiti-4072	33	33	data	datum	NOUN
aiti-4072	33	34	.	.	PUNCT
aiti-4072	34	1	the	the	DET
aiti-4072	34	2	highest	high	ADJ
aiti-4072	34	3	s	s	PROPN
aiti-4072	34	4	/	/	SYM
aiti-4072	34	5	n	n	NOUN
aiti-4072	34	6	ratio	ratio	NOUN
aiti-4072	34	7	value	value	NOUN
aiti-4072	34	8	is	be	AUX
aiti-4072	34	9	employed	employ	VERB
aiti-4072	34	10	to	to	PART
aiti-4072	34	11	decide	decide	VERB
aiti-4072	34	12	the	the	DET
aiti-4072	34	13	best	good	ADJ
aiti-4072	34	14	settings	setting	NOUN
aiti-4072	34	15	for	for	ADP
aiti-4072	34	16	quality	quality	NOUN
aiti-4072	34	17	responses	response	NOUN
aiti-4072	34	18	.	.	PUNCT
aiti-4072	35	1	significant	significant	ADJ
aiti-4072	35	2	factors	factor	NOUN
aiti-4072	35	3	are	be	AUX
aiti-4072	35	4	determined	determine	VERB
aiti-4072	35	5	through	through	ADP
aiti-4072	35	6	analysis	analysis	NOUN
aiti-4072	35	7	of	of	ADP
aiti-4072	35	8	variance	variance	NOUN
aiti-4072	35	9	(	(	PUNCT
aiti-4072	35	10	anova	anova	PROPN
aiti-4072	35	11	)	)	PUNCT
aiti-4072	35	12	.	.	PUNCT
aiti-4072	36	1	the	the	DET
aiti-4072	36	2	s	s	PROPN
aiti-4072	36	3	/	/	SYM
aiti-4072	36	4	n	n	PROPN
aiti-4072	36	5	ratio	ratio	NOUN
aiti-4072	36	6	predictor	predictor	NOUN
aiti-4072	36	7	(	(	PUNCT
aiti-4072	36	8	bpnnsn	bpnnsn	NOUN
aiti-4072	36	9	)	)	PUNCT
aiti-4072	36	10	and	and	CCONJ
aiti-4072	36	11	quality	quality	NOUN
aiti-4072	36	12	predictor	predictor	NOUN
aiti-4072	36	13	(	(	PUNCT
aiti-4072	36	14	bpnnq	bpnnq	NOUN
aiti-4072	36	15	)	)	PUNCT
aiti-4072	36	16	are	be	AUX
aiti-4072	36	17	constructed	construct	VERB
aiti-4072	36	18	by	by	ADP
aiti-4072	36	19	bpnn	bpnn	NOUN
aiti-4072	36	20	.	.	PUNCT
aiti-4072	37	1	in	in	ADP
aiti-4072	37	2	the	the	DET
aiti-4072	37	3	first	first	ADJ
aiti-4072	37	4	stage	stage	NOUN
aiti-4072	37	5	optimization	optimization	NOUN
aiti-4072	37	6	,	,	PUNCT
aiti-4072	37	7	bpnns	bpnn	NOUN
aiti-4072	37	8	/	/	SYM
aiti-4072	37	9	n	n	NUM
aiti-4072	37	10	is	be	AUX
aiti-4072	37	11	coupled	couple	VERB
aiti-4072	37	12	with	with	ADP
aiti-4072	37	13	ga	ga	PROPN
aiti-4072	37	14	in	in	ADP
aiti-4072	37	15	order	order	NOUN
aiti-4072	37	16	to	to	PART
aiti-4072	37	17	minimize	minimize	VERB
aiti-4072	37	18	the	the	DET
aiti-4072	37	19	variations	variation	NOUN
aiti-4072	37	20	of	of	ADP
aiti-4072	37	21	the	the	DET
aiti-4072	37	22	process	process	NOUN
aiti-4072	37	23	.	.	PUNCT
aiti-4072	38	1	in	in	ADP
aiti-4072	38	2	the	the	DET
aiti-4072	38	3	second	second	ADJ
aiti-4072	38	4	stage	stage	NOUN
aiti-4072	38	5	optimization	optimization	NOUN
aiti-4072	38	6	,	,	PUNCT
aiti-4072	38	7	the	the	DET
aiti-4072	38	8	optimal	optimal	ADJ
aiti-4072	38	9	parameter	parameter	NOUN
aiti-4072	38	10	settings	setting	NOUN
aiti-4072	38	11	are	be	AUX
aiti-4072	38	12	obtained	obtain	VERB
aiti-4072	38	13	via	via	ADP
aiti-4072	38	14	a	a	DET
aiti-4072	38	15	combination	combination	NOUN
aiti-4072	38	16	of	of	ADP
aiti-4072	38	17	bpnns	bpnn	NOUN
aiti-4072	38	18	/	/	SYM
aiti-4072	38	19	n	n	CCONJ
aiti-4072	38	20	,	,	PUNCT
aiti-4072	38	21	bpnnq	bpnnq	NOUN
aiti-4072	38	22	and	and	CCONJ
aiti-4072	38	23	hybrid	hybrid	ADJ
aiti-4072	38	24	ga	ga	PROPN
aiti-4072	38	25	-	-	NOUN
aiti-4072	38	26	pso	pso	NOUN
aiti-4072	38	27	.	.	PUNCT
aiti-4072	39	1	finally	finally	ADV
aiti-4072	39	2	,	,	PUNCT
aiti-4072	39	3	two	two	NUM
aiti-4072	39	4	confirmation	confirmation	NOUN
aiti-4072	39	5	experiments	experiment	NOUN
aiti-4072	39	6	are	be	AUX
aiti-4072	39	7	conducted	conduct	VERB
aiti-4072	39	8	to	to	PART
aiti-4072	39	9	assess	assess	VERB
aiti-4072	39	10	the	the	DET
aiti-4072	39	11	effectiveness	effectiveness	NOUN
aiti-4072	39	12	of	of	ADP
aiti-4072	39	13	the	the	DET
aiti-4072	39	14	proposed	propose	VERB
aiti-4072	39	15	intelligent	intelligent	ADJ
aiti-4072	39	16	optimization	optimization	NOUN
aiti-4072	39	17	system	system	NOUN
aiti-4072	39	18	.	.	PUNCT
aiti-4072	40	1	this	this	DET
aiti-4072	40	2	study	study	NOUN
aiti-4072	40	3	focuses	focus	VERB
aiti-4072	40	4	on	on	ADP
aiti-4072	40	5	not	not	PART
aiti-4072	40	6	only	only	ADV
aiti-4072	40	7	the	the	DET
aiti-4072	40	8	optimal	optimal	ADJ
aiti-4072	40	9	process	process	NOUN
aiti-4072	40	10	parameters	parameter	NOUN
aiti-4072	40	11	to	to	PART
aiti-4072	40	12	improve	improve	VERB
aiti-4072	40	13	the	the	DET
aiti-4072	40	14	multiple	multiple	ADJ
aiti-4072	40	15	qualities	quality	NOUN
aiti-4072	40	16	,	,	PUNCT
aiti-4072	40	17	but	but	CCONJ
aiti-4072	40	18	also	also	ADV
aiti-4072	40	19	the	the	DET
aiti-4072	40	20	stability	stability	NOUN
aiti-4072	40	21	of	of	ADP
aiti-4072	40	22	the	the	DET
aiti-4072	40	23	process	process	NOUN
aiti-4072	40	24	to	to	PART
aiti-4072	40	25	enhance	enhance	VERB
aiti-4072	40	26	the	the	DET
aiti-4072	40	27	productivity	productivity	NOUN
aiti-4072	40	28	.	.	PUNCT
aiti-4072	41	1	the	the	DET
aiti-4072	41	2	research	research	NOUN
aiti-4072	41	3	has	have	AUX
aiti-4072	41	4	been	be	AUX
aiti-4072	41	5	motivated	motivate	VERB
aiti-4072	41	6	by	by	ADP
aiti-4072	41	7	the	the	DET
aiti-4072	41	8	current	current	ADJ
aiti-4072	41	9	development	development	NOUN
aiti-4072	41	10	of	of	ADP
aiti-4072	41	11	ai	ai	PROPN
aiti-4072	41	12	,	,	PUNCT
aiti-4072	41	13	big	big	ADJ
aiti-4072	41	14	data	datum	NOUN
aiti-4072	41	15	,	,	PUNCT
aiti-4072	41	16	internet	internet	NOUN
aiti-4072	41	17	of	of	ADP
aiti-4072	41	18	things	thing	NOUN
aiti-4072	41	19	(	(	PUNCT
aiti-4072	41	20	iot	iot	NOUN
aiti-4072	41	21	)	)	PUNCT
aiti-4072	41	22	and	and	CCONJ
aiti-4072	41	23	cloud	cloud	NOUN
aiti-4072	41	24	computing	computing	NOUN
aiti-4072	41	25	worldwide	worldwide	ADV
aiti-4072	41	26	in	in	ADP
aiti-4072	41	27	general	general	ADJ
aiti-4072	41	28	,	,	PUNCT
aiti-4072	41	29	which	which	PRON
aiti-4072	41	30	especially	especially	ADV
aiti-4072	41	31	play	play	VERB
aiti-4072	41	32	their	their	PRON
aiti-4072	41	33	important	important	ADJ
aiti-4072	41	34	roles	role	NOUN
aiti-4072	41	35	in	in	ADP
aiti-4072	41	36	the	the	DET
aiti-4072	41	37	future	future	ADJ
aiti-4072	41	38	industrial	industrial	ADJ
aiti-4072	41	39	automation	automation	NOUN
aiti-4072	41	40	systems	system	NOUN
aiti-4072	41	41	.	.	PUNCT
aiti-4072	42	1	2	2	X
aiti-4072	42	2	.	.	X
aiti-4072	42	3	research	research	NOUN
aiti-4072	42	4	methodologies	methodology	NOUN
aiti-4072	42	5	in	in	ADP
aiti-4072	42	6	this	this	DET
aiti-4072	42	7	study	study	NOUN
aiti-4072	42	8	,	,	PUNCT
aiti-4072	42	9	an	an	DET
aiti-4072	42	10	intelligent	intelligent	ADJ
aiti-4072	42	11	optimization	optimization	NOUN
aiti-4072	42	12	system	system	NOUN
aiti-4072	42	13	is	be	AUX
aiti-4072	42	14	proposed	propose	VERB
aiti-4072	42	15	for	for	ADP
aiti-4072	42	16	the	the	DET
aiti-4072	42	17	micro	micro	ADJ
aiti-4072	42	18	electroforming	electroforming	NOUN
aiti-4072	42	19	process	process	NOUN
aiti-4072	42	20	of	of	ADP
aiti-4072	42	21	the	the	DET
aiti-4072	42	22	mesh	mesh	NOUN
aiti-4072	42	23	filter	filter	NOUN
aiti-4072	42	24	.	.	PUNCT
aiti-4072	43	1	the	the	DET
aiti-4072	43	2	research	research	NOUN
aiti-4072	43	3	integrates	integrate	VERB
aiti-4072	43	4	the	the	DET
aiti-4072	43	5	taguchi	taguchi	PROPN
aiti-4072	43	6	method	method	PROPN
aiti-4072	43	7	,	,	PUNCT
aiti-4072	43	8	anova	anova	PROPN
aiti-4072	43	9	,	,	PUNCT
aiti-4072	43	10	bpnn	bpnn	PROPN
aiti-4072	43	11	,	,	PUNCT
aiti-4072	43	12	the	the	DET
aiti-4072	43	13	improved	improve	VERB
aiti-4072	43	14	hybrid	hybrid	ADJ
aiti-4072	43	15	pso	pso	NOUN
aiti-4072	43	16	-	-	PUNCT
aiti-4072	43	17	ga	ga	PROPN
aiti-4072	43	18	,	,	PUNCT
aiti-4072	43	19	statistical	statistical	ADJ
aiti-4072	43	20	process	process	NOUN
aiti-4072	43	21	control	control	NOUN
aiti-4072	43	22	and	and	CCONJ
aiti-4072	43	23	other	other	ADJ
aiti-4072	43	24	related	related	ADJ
aiti-4072	43	25	technologies	technology	NOUN
aiti-4072	43	26	to	to	PART
aiti-4072	43	27	obtain	obtain	VERB
aiti-4072	43	28	the	the	DET
aiti-4072	43	29	optimization	optimization	NOUN
aiti-4072	43	30	for	for	ADP
aiti-4072	43	31	multi	multi	ADJ
aiti-4072	43	32	-	-	ADJ
aiti-4072	43	33	objective	objective	ADJ
aiti-4072	43	34	micro	micro	ADJ
aiti-4072	43	35	-	-	ADJ
aiti-4072	43	36	electroforming	electroforming	ADJ
aiti-4072	43	37	process	process	NOUN
aiti-4072	43	38	.	.	PUNCT
aiti-4072	44	1	and	and	CCONJ
aiti-4072	44	2	it	it	PRON
aiti-4072	44	3	has	have	AUX
aiti-4072	44	4	enabled	enable	VERB
aiti-4072	44	5	product	product	NOUN
aiti-4072	44	6	quality	quality	NOUN
aiti-4072	44	7	to	to	PART
aiti-4072	44	8	be	be	AUX
aiti-4072	44	9	maintained	maintain	VERB
aiti-4072	44	10	within	within	ADP
aiti-4072	44	11	acceptable	acceptable	ADJ
aiti-4072	44	12	quality	quality	NOUN
aiti-4072	44	13	ranges	range	NOUN
aiti-4072	44	14	and	and	CCONJ
aiti-4072	44	15	made	make	VERB
aiti-4072	44	16	the	the	DET
aiti-4072	44	17	micro	micro	ADJ
aiti-4072	44	18	electroforming	electroforming	NOUN
aiti-4072	44	19	process	process	NOUN
aiti-4072	44	20	more	more	ADV
aiti-4072	44	21	stable	stable	ADJ
aiti-4072	44	22	.	.	PUNCT
aiti-4072	45	1	firstly	firstly	ADV
aiti-4072	45	2	,	,	PUNCT
aiti-4072	45	3	based	base	VERB
aiti-4072	45	4	on	on	ADP
aiti-4072	45	5	the	the	DET
aiti-4072	45	6	literature	literature	NOUN
aiti-4072	45	7	reviews	review	NOUN
aiti-4072	45	8	and	and	CCONJ
aiti-4072	45	9	discussions	discussion	NOUN
aiti-4072	45	10	with	with	ADP
aiti-4072	45	11	engineers	engineer	NOUN
aiti-4072	45	12	on	on	ADP
aiti-4072	45	13	the	the	DET
aiti-4072	45	14	influence	influence	NOUN
aiti-4072	45	15	of	of	ADP
aiti-4072	45	16	process	process	NOUN
aiti-4072	45	17	parameters	parameter	NOUN
aiti-4072	45	18	to	to	ADP
aiti-4072	45	19	their	their	PRON
aiti-4072	45	20	quality	quality	NOUN
aiti-4072	45	21	characteristics	characteristic	NOUN
aiti-4072	45	22	,	,	PUNCT
aiti-4072	45	23	the	the	DET
aiti-4072	45	24	control	control	NOUN
aiti-4072	45	25	parameters	parameter	NOUN
aiti-4072	45	26	and	and	CCONJ
aiti-4072	45	27	level	level	NOUN
aiti-4072	45	28	are	be	AUX
aiti-4072	45	29	selected	select	VERB
aiti-4072	45	30	for	for	ADP
aiti-4072	45	31	the	the	DET
aiti-4072	45	32	taguchi	taguchi	PROPN
aiti-4072	45	33	orthogonal	orthogonal	ADJ
aiti-4072	45	34	table	table	NOUN
aiti-4072	45	35	experiment	experiment	NOUN
aiti-4072	45	36	.	.	PUNCT
aiti-4072	46	1	then	then	ADV
aiti-4072	46	2	the	the	DET
aiti-4072	46	3	electroforming	electroforming	NOUN
aiti-4072	46	4	experiment	experiment	NOUN
aiti-4072	46	5	is	be	AUX
aiti-4072	46	6	proceeded	proceed	VERB
aiti-4072	46	7	in	in	ADP
aiti-4072	46	8	the	the	DET
aiti-4072	46	9	customized	customize	VERB
aiti-4072	46	10	electroforming	electroforming	NOUN
aiti-4072	46	11	tank	tank	NOUN
aiti-4072	46	12	for	for	ADP
aiti-4072	46	13	the	the	DET
aiti-4072	46	14	research	research	NOUN
aiti-4072	46	15	.	.	PUNCT
aiti-4072	47	1	the	the	DET
aiti-4072	47	2	micro	micro	ADJ
aiti-4072	47	3	electroforming	electroforming	NOUN
aiti-4072	47	4	workpiece	workpiece	NOUN
aiti-4072	47	5	is	be	AUX
aiti-4072	47	6	the	the	DET
aiti-4072	47	7	mesh	mesh	NOUN
aiti-4072	47	8	filter	filter	NOUN
aiti-4072	47	9	.	.	PUNCT
aiti-4072	48	1	in	in	ADP
aiti-4072	48	2	order	order	NOUN
aiti-4072	48	3	to	to	PART
aiti-4072	48	4	ensure	ensure	VERB
aiti-4072	48	5	that	that	SCONJ
aiti-4072	48	6	the	the	DET
aiti-4072	48	7	product	product	NOUN
aiti-4072	48	8	can	can	AUX
aiti-4072	48	9	be	be	AUX
aiti-4072	48	10	supplied	supply	VERB
aiti-4072	48	11	to	to	ADP
aiti-4072	48	12	the	the	DET
aiti-4072	48	13	manufacturer	manufacturer	NOUN
aiti-4072	48	14	's	's	PART
aiti-4072	48	15	required	require	VERB
aiti-4072	48	16	size	size	NOUN
aiti-4072	48	17	advances	advance	NOUN
aiti-4072	48	18	in	in	ADP
aiti-4072	48	19	technology	technology	NOUN
aiti-4072	48	20	innovation	innovation	NOUN
aiti-4072	48	21	,	,	PUNCT
aiti-4072	48	22	vol	vol	NOUN
aiti-4072	48	23	.	.	PROPN
aiti-4072	48	24	4	4	NUM
aiti-4072	48	25	,	,	PUNCT
aiti-4072	48	26	no	no	INTJ
aiti-4072	48	27	.	.	NOUN
aiti-4072	48	28	4	4	NUM
aiti-4072	48	29	,	,	PUNCT
aiti-4072	48	30	2019	2019	NUM
aiti-4072	48	31	,	,	PUNCT
aiti-4072	48	32	pp	pp	ADJ
aiti-4072	48	33	.	.	PUNCT
aiti-4072	48	34	211	211	NUM
aiti-4072	48	35	-	-	SYM
aiti-4072	48	36	221	221	NUM
aiti-4072	48	37	213	213	NUM
aiti-4072	48	38	specifications	specification	NOUN
aiti-4072	48	39	,	,	PUNCT
aiti-4072	48	40	a	a	DET
aiti-4072	48	41	discussion	discussion	NOUN
aiti-4072	48	42	with	with	ADP
aiti-4072	48	43	the	the	DET
aiti-4072	48	44	manufacturer	manufacturer	NOUN
aiti-4072	48	45	is	be	AUX
aiti-4072	48	46	proceeded	proceed	VERB
aiti-4072	48	47	,	,	PUNCT
aiti-4072	48	48	obtaining	obtain	VERB
aiti-4072	48	49	a	a	DET
aiti-4072	48	50	product	product	NOUN
aiti-4072	48	51	diameter	diameter	NOUN
aiti-4072	48	52	of	of	ADP
aiti-4072	48	53	555±3μm	555±3μm	PROPN
aiti-4072	48	54	and	and	CCONJ
aiti-4072	48	55	a	a	DET
aiti-4072	48	56	deviation	deviation	NOUN
aiti-4072	48	57	of	of	ADP
aiti-4072	48	58	quantity	quantity	NOUN
aiti-4072	48	59	specification	specification	NOUN
aiti-4072	48	60	within	within	ADP
aiti-4072	48	61	5	5	NUM
aiti-4072	48	62	%	%	NOUN
aiti-4072	48	63	of	of	ADP
aiti-4072	48	64	the	the	DET
aiti-4072	48	65	product	product	NOUN
aiti-4072	48	66	thickness	thickness	NOUN
aiti-4072	48	67	.	.	PUNCT
aiti-4072	49	1	therefore	therefore	ADV
aiti-4072	49	2	,	,	PUNCT
aiti-4072	49	3	the	the	DET
aiti-4072	49	4	quality	quality	NOUN
aiti-4072	49	5	characteristics	characteristic	NOUN
aiti-4072	49	6	are	be	AUX
aiti-4072	49	7	set	set	VERB
aiti-4072	49	8	to	to	ADP
aiti-4072	49	9	the	the	DET
aiti-4072	49	10	diameter	diameter	NOUN
aiti-4072	49	11	roundness	roundness	NOUN
aiti-4072	49	12	and	and	CCONJ
aiti-4072	49	13	thickness	thickness	NOUN
aiti-4072	49	14	uniformity	uniformity	NOUN
aiti-4072	49	15	.	.	PUNCT
aiti-4072	50	1	after	after	ADP
aiti-4072	50	2	literature	literature	NOUN
aiti-4072	50	3	reviews	review	NOUN
aiti-4072	50	4	and	and	CCONJ
aiti-4072	50	5	discussions	discussion	NOUN
aiti-4072	50	6	with	with	ADP
aiti-4072	50	7	a	a	DET
aiti-4072	50	8	number	number	NOUN
aiti-4072	50	9	of	of	ADP
aiti-4072	50	10	experts	expert	NOUN
aiti-4072	50	11	and	and	CCONJ
aiti-4072	50	12	engineers	engineer	NOUN
aiti-4072	50	13	,	,	PUNCT
aiti-4072	50	14	the	the	DET
aiti-4072	50	15	control	control	NOUN
aiti-4072	50	16	factors	factor	NOUN
aiti-4072	50	17	selected	select	VERB
aiti-4072	50	18	for	for	ADP
aiti-4072	50	19	the	the	DET
aiti-4072	50	20	experiments	experiment	NOUN
aiti-4072	50	21	are	be	AUX
aiti-4072	50	22	the	the	DET
aiti-4072	50	23	temperature	temperature	NOUN
aiti-4072	50	24	of	of	ADP
aiti-4072	50	25	the	the	DET
aiti-4072	50	26	electroforming	electroforming	NOUN
aiti-4072	50	27	liquid	liquid	NOUN
aiti-4072	50	28	,	,	PUNCT
aiti-4072	50	29	current	current	ADJ
aiti-4072	50	30	density	density	NOUN
aiti-4072	50	31	,	,	PUNCT
aiti-4072	50	32	cathode	cathode	NOUN
aiti-4072	50	33	size	size	NOUN
aiti-4072	50	34	,	,	PUNCT
aiti-4072	50	35	the	the	DET
aiti-4072	50	36	distance	distance	NOUN
aiti-4072	50	37	between	between	ADP
aiti-4072	50	38	the	the	DET
aiti-4072	50	39	anode	anode	NOUN
aiti-4072	50	40	and	and	CCONJ
aiti-4072	50	41	the	the	DET
aiti-4072	50	42	cathode	cathode	NOUN
aiti-4072	50	43	,	,	PUNCT
aiti-4072	50	44	and	and	CCONJ
aiti-4072	50	45	oscillating	oscillate	VERB
aiti-4072	50	46	rate	rate	NOUN
aiti-4072	50	47	.	.	PUNCT
aiti-4072	51	1	to	to	PART
aiti-4072	51	2	acquire	acquire	VERB
aiti-4072	51	3	more	more	ADV
aiti-4072	51	4	accurate	accurate	ADJ
aiti-4072	51	5	data	datum	NOUN
aiti-4072	51	6	,	,	PUNCT
aiti-4072	51	7	the	the	DET
aiti-4072	51	8	study	study	NOUN
aiti-4072	51	9	has	have	VERB
aiti-4072	51	10	to	to	PART
aiti-4072	51	11	consider	consider	VERB
aiti-4072	51	12	the	the	DET
aiti-4072	51	13	lesser	less	ADJ
aiti-4072	51	14	number	number	NOUN
aiti-4072	51	15	of	of	ADP
aiti-4072	51	16	experimental	experimental	ADJ
aiti-4072	51	17	control	control	NOUN
aiti-4072	51	18	factors	factor	NOUN
aiti-4072	51	19	and	and	CCONJ
aiti-4072	51	20	standards	standard	NOUN
aiti-4072	51	21	,	,	PUNCT
aiti-4072	51	22	so	so	SCONJ
aiti-4072	51	23	the	the	DET
aiti-4072	51	24	taguchi	taguchi	PROPN
aiti-4072	51	25	l18	l18	PROPN
aiti-4072	51	26	(	(	PUNCT
aiti-4072	51	27	2	2	NUM
aiti-4072	51	28	1	1	NUM
aiti-4072	51	29	x	x	SYM
aiti-4072	51	30	3	3	NUM
aiti-4072	51	31	4	4	NUM
aiti-4072	51	32	)	)	PUNCT
aiti-4072	51	33	orthogonal	orthogonal	ADJ
aiti-4072	51	34	table	table	NOUN
aiti-4072	51	35	is	be	AUX
aiti-4072	51	36	used	use	VERB
aiti-4072	51	37	for	for	ADP
aiti-4072	51	38	the	the	DET
aiti-4072	51	39	experiment	experiment	NOUN
aiti-4072	51	40	,	,	PUNCT
aiti-4072	51	41	in	in	ADP
aiti-4072	51	42	which	which	PRON
aiti-4072	51	43	the	the	DET
aiti-4072	51	44	temperature	temperature	NOUN
aiti-4072	51	45	of	of	ADP
aiti-4072	51	46	the	the	DET
aiti-4072	51	47	casting	cast	VERB
aiti-4072	51	48	liquid	liquid	NOUN
aiti-4072	51	49	is	be	AUX
aiti-4072	51	50	set	set	VERB
aiti-4072	51	51	at	at	ADP
aiti-4072	51	52	two	two	NUM
aiti-4072	51	53	levels	level	NOUN
aiti-4072	51	54	and	and	CCONJ
aiti-4072	51	55	the	the	DET
aiti-4072	51	56	remaining	remain	VERB
aiti-4072	51	57	control	control	NOUN
aiti-4072	51	58	factors	factor	NOUN
aiti-4072	51	59	are	be	AUX
aiti-4072	51	60	set	set	VERB
aiti-4072	51	61	at	at	ADP
aiti-4072	51	62	three	three	NUM
aiti-4072	51	63	levels	level	NOUN
aiti-4072	51	64	.	.	PUNCT
aiti-4072	52	1	however	however	ADV
aiti-4072	52	2	,	,	PUNCT
aiti-4072	52	3	the	the	DET
aiti-4072	52	4	taguchi	taguchi	PROPN
aiti-4072	52	5	experimental	experimental	PROPN
aiti-4072	52	6	design	design	NOUN
aiti-4072	52	7	is	be	AUX
aiti-4072	52	8	a	a	DET
aiti-4072	52	9	discrete	discrete	ADJ
aiti-4072	52	10	method	method	NOUN
aiti-4072	52	11	for	for	ADP
aiti-4072	52	12	solving	solve	VERB
aiti-4072	52	13	single	single	ADJ
aiti-4072	52	14	quality	quality	NOUN
aiti-4072	52	15	characteristics	characteristic	NOUN
aiti-4072	52	16	,	,	PUNCT
aiti-4072	52	17	and	and	CCONJ
aiti-4072	52	18	only	only	ADV
aiti-4072	52	19	the	the	DET
aiti-4072	52	20	local	local	ADJ
aiti-4072	52	21	optimal	optimal	ADJ
aiti-4072	52	22	solution	solution	NOUN
aiti-4072	52	23	of	of	ADP
aiti-4072	52	24	the	the	DET
aiti-4072	52	25	pre	pre	ADJ
aiti-4072	52	26	-	-	ADJ
aiti-4072	52	27	selected	select	VERB
aiti-4072	52	28	parameter	parameter	NOUN
aiti-4072	52	29	level	level	NOUN
aiti-4072	52	30	can	can	AUX
aiti-4072	52	31	be	be	AUX
aiti-4072	52	32	obtained	obtain	VERB
aiti-4072	52	33	specific	specific	ADJ
aiti-4072	52	34	to	to	ADP
aiti-4072	52	35	a	a	DET
aiti-4072	52	36	single	single	ADJ
aiti-4072	52	37	quality	quality	NOUN
aiti-4072	52	38	characteristic	characteristic	NOUN
aiti-4072	52	39	,	,	PUNCT
aiti-4072	52	40	but	but	CCONJ
aiti-4072	52	41	not	not	PART
aiti-4072	52	42	the	the	DET
aiti-4072	52	43	global	global	ADJ
aiti-4072	52	44	continuous	continuous	ADJ
aiti-4072	52	45	optimal	optimal	ADJ
aiti-4072	52	46	solution	solution	NOUN
aiti-4072	52	47	.	.	PUNCT
aiti-4072	53	1	in	in	ADP
aiti-4072	53	2	addition	addition	NOUN
aiti-4072	53	3	,	,	PUNCT
aiti-4072	53	4	since	since	SCONJ
aiti-4072	53	5	the	the	DET
aiti-4072	53	6	combination	combination	NOUN
aiti-4072	53	7	of	of	ADP
aiti-4072	53	8	process	process	NOUN
aiti-4072	53	9	parameters	parameter	NOUN
aiti-4072	53	10	obtained	obtain	VERB
aiti-4072	53	11	from	from	ADP
aiti-4072	53	12	the	the	DET
aiti-4072	53	13	taguchi	taguchi	PROPN
aiti-4072	53	14	experimental	experimental	PROPN
aiti-4072	53	15	planning	planning	NOUN
aiti-4072	53	16	can	can	AUX
aiti-4072	53	17	not	not	PART
aiti-4072	53	18	meet	meet	VERB
aiti-4072	53	19	both	both	CCONJ
aiti-4072	53	20	the	the	DET
aiti-4072	53	21	stability	stability	NOUN
aiti-4072	53	22	of	of	ADP
aiti-4072	53	23	the	the	DET
aiti-4072	53	24	micro	micro	ADJ
aiti-4072	53	25	electroforming	electroforming	NOUN
aiti-4072	53	26	process	process	NOUN
aiti-4072	53	27	and	and	CCONJ
aiti-4072	53	28	the	the	DET
aiti-4072	53	29	best	good	ADJ
aiti-4072	53	30	quality	quality	NOUN
aiti-4072	53	31	of	of	ADP
aiti-4072	53	32	the	the	DET
aiti-4072	53	33	product	product	NOUN
aiti-4072	53	34	,	,	PUNCT
aiti-4072	53	35	a	a	DET
aiti-4072	53	36	two	two	NUM
aiti-4072	53	37	-	-	PUNCT
aiti-4072	53	38	stage	stage	NOUN
aiti-4072	53	39	optimization	optimization	NOUN
aiti-4072	53	40	must	must	AUX
aiti-4072	53	41	be	be	AUX
aiti-4072	53	42	carried	carry	VERB
aiti-4072	53	43	out	out	ADP
aiti-4072	53	44	.	.	PUNCT
aiti-4072	54	1	the	the	DET
aiti-4072	54	2	first	first	ADJ
aiti-4072	54	3	stage	stage	NOUN
aiti-4072	54	4	is	be	AUX
aiti-4072	54	5	to	to	PART
aiti-4072	54	6	obtain	obtain	VERB
aiti-4072	54	7	the	the	DET
aiti-4072	54	8	measurement	measurement	NOUN
aiti-4072	54	9	data	datum	NOUN
aiti-4072	54	10	of	of	ADP
aiti-4072	54	11	the	the	DET
aiti-4072	54	12	diameter	diameter	NOUN
aiti-4072	54	13	and	and	CCONJ
aiti-4072	54	14	thickness	thickness	NOUN
aiti-4072	54	15	of	of	ADP
aiti-4072	54	16	the	the	DET
aiti-4072	54	17	mesh	mesh	NOUN
aiti-4072	54	18	filter	filter	NOUN
aiti-4072	54	19	by	by	ADP
aiti-4072	54	20	experiments	experiment	NOUN
aiti-4072	54	21	.	.	PUNCT
aiti-4072	55	1	next	next	ADV
aiti-4072	55	2	,	,	PUNCT
aiti-4072	55	3	for	for	ADP
aiti-4072	55	4	the	the	DET
aiti-4072	55	5	taguchi	taguchi	PROPN
aiti-4072	55	6	data	data	PROPN
aiti-4072	55	7	analysis	analysis	NOUN
aiti-4072	55	8	,	,	PUNCT
aiti-4072	55	9	the	the	DET
aiti-4072	55	10	problem	problem	NOUN
aiti-4072	55	11	of	of	ADP
aiti-4072	55	12	multi	multi	ADJ
aiti-4072	55	13	-	-	ADJ
aiti-4072	55	14	objective	objective	ADJ
aiti-4072	55	15	quality	quality	NOUN
aiti-4072	55	16	characteristics	characteristic	NOUN
aiti-4072	55	17	needs	need	VERB
aiti-4072	55	18	to	to	PART
aiti-4072	55	19	be	be	AUX
aiti-4072	55	20	transformed	transform	VERB
aiti-4072	55	21	into	into	ADP
aiti-4072	55	22	a	a	DET
aiti-4072	55	23	single	single	ADJ
aiti-4072	55	24	quality	quality	NOUN
aiti-4072	55	25	characteristic	characteristic	NOUN
aiti-4072	55	26	,	,	PUNCT
aiti-4072	55	27	so	so	SCONJ
aiti-4072	55	28	that	that	SCONJ
aiti-4072	55	29	the	the	DET
aiti-4072	55	30	based	base	VERB
aiti-4072	55	31	-	-	PUNCT
aiti-4072	55	32	on	on	ADP
aiti-4072	55	33	data	datum	NOUN
aiti-4072	55	34	can	can	AUX
aiti-4072	55	35	be	be	AUX
aiti-4072	55	36	further	far	ADV
aiti-4072	55	37	analyzed	analyze	VERB
aiti-4072	55	38	accordingly	accordingly	ADV
aiti-4072	55	39	.	.	PUNCT
aiti-4072	56	1	the	the	DET
aiti-4072	56	2	data	data	NOUN
aiti-4072	56	3	analysis	analysis	NOUN
aiti-4072	56	4	includes	include	VERB
aiti-4072	56	5	factor	factor	NOUN
aiti-4072	56	6	response	response	NOUN
aiti-4072	56	7	graph	graph	NOUN
aiti-4072	56	8	analysis	analysis	NOUN
aiti-4072	56	9	and	and	CCONJ
aiti-4072	56	10	variance	variance	NOUN
aiti-4072	56	11	analysis	analysis	NOUN
aiti-4072	56	12	,	,	PUNCT
aiti-4072	56	13	and	and	CCONJ
aiti-4072	56	14	the	the	DET
aiti-4072	56	15	relationships	relationship	NOUN
aiti-4072	56	16	between	between	ADP
aiti-4072	56	17	the	the	DET
aiti-4072	56	18	s	s	PROPN
aiti-4072	56	19	/	/	SYM
aiti-4072	56	20	n	n	PRON
aiti-4072	56	21	ratios	ratio	NOUN
aiti-4072	56	22	and	and	CCONJ
aiti-4072	56	23	the	the	DET
aiti-4072	56	24	quality	quality	NOUN
aiti-4072	56	25	characteristics	characteristic	NOUN
aiti-4072	56	26	of	of	ADP
aiti-4072	56	27	the	the	DET
aiti-4072	56	28	experimental	experimental	ADJ
aiti-4072	56	29	control	control	NOUN
aiti-4072	56	30	factors	factor	NOUN
aiti-4072	56	31	can	can	AUX
aiti-4072	56	32	be	be	AUX
aiti-4072	56	33	known	know	VERB
aiti-4072	56	34	.	.	PUNCT
aiti-4072	57	1	using	use	VERB
aiti-4072	57	2	the	the	DET
aiti-4072	57	3	s	s	PROPN
aiti-4072	57	4	/	/	SYM
aiti-4072	57	5	n	n	CCONJ
aiti-4072	57	6	ratio	ratio	NOUN
aiti-4072	57	7	factor	factor	NOUN
aiti-4072	57	8	reaction	reaction	NOUN
aiti-4072	57	9	map	map	NOUN
aiti-4072	57	10	,	,	PUNCT
aiti-4072	57	11	we	we	PRON
aiti-4072	57	12	can	can	AUX
aiti-4072	57	13	find	find	VERB
aiti-4072	57	14	important	important	ADJ
aiti-4072	57	15	control	control	NOUN
aiti-4072	57	16	factors	factor	NOUN
aiti-4072	57	17	that	that	PRON
aiti-4072	57	18	have	have	VERB
aiti-4072	57	19	a	a	DET
aiti-4072	57	20	significant	significant	ADJ
aiti-4072	57	21	impact	impact	NOUN
aiti-4072	57	22	on	on	ADP
aiti-4072	57	23	the	the	DET
aiti-4072	57	24	quality	quality	NOUN
aiti-4072	57	25	characteristics	characteristic	NOUN
aiti-4072	57	26	and	and	CCONJ
aiti-4072	57	27	classify	classify	VERB
aiti-4072	57	28	the	the	DET
aiti-4072	57	29	control	control	NOUN
aiti-4072	57	30	factors	factor	NOUN
aiti-4072	57	31	to	to	PART
aiti-4072	57	32	optimize	optimize	VERB
aiti-4072	57	33	the	the	DET
aiti-4072	57	34	two	two	NUM
aiti-4072	57	35	steps	step	NOUN
aiti-4072	57	36	of	of	ADP
aiti-4072	57	37	the	the	DET
aiti-4072	57	38	taguchi	taguchi	PROPN
aiti-4072	57	39	process	process	NOUN
aiti-4072	57	40	.	.	PUNCT
aiti-4072	58	1	firstly	firstly	ADV
aiti-4072	58	2	,	,	PUNCT
aiti-4072	58	3	the	the	DET
aiti-4072	58	4	step	step	NOUN
aiti-4072	58	5	uses	use	VERB
aiti-4072	58	6	the	the	DET
aiti-4072	58	7	first	first	ADJ
aiti-4072	58	8	type	type	NOUN
aiti-4072	58	9	factor	factor	NOUN
aiti-4072	58	10	to	to	PART
aiti-4072	58	11	modulate	modulate	VERB
aiti-4072	58	12	the	the	DET
aiti-4072	58	13	s	s	PROPN
aiti-4072	58	14	/	/	SYM
aiti-4072	58	15	n	n	PRON
aiti-4072	58	16	ratios	ratio	NOUN
aiti-4072	58	17	to	to	ADP
aiti-4072	58	18	the	the	DET
aiti-4072	58	19	maximum	maximum	ADJ
aiti-4072	58	20	value	value	NOUN
aiti-4072	58	21	for	for	ADP
aiti-4072	58	22	the	the	DET
aiti-4072	58	23	purpose	purpose	NOUN
aiti-4072	58	24	of	of	ADP
aiti-4072	58	25	reducing	reduce	VERB
aiti-4072	58	26	the	the	DET
aiti-4072	58	27	process	process	NOUN
aiti-4072	58	28	variation	variation	NOUN
aiti-4072	58	29	.	.	PUNCT
aiti-4072	59	1	secondly	secondly	ADV
aiti-4072	59	2	,	,	PUNCT
aiti-4072	59	3	the	the	DET
aiti-4072	59	4	step	step	NOUN
aiti-4072	59	5	adjusts	adjust	VERB
aiti-4072	59	6	the	the	DET
aiti-4072	59	7	second	second	ADJ
aiti-4072	59	8	type	type	NOUN
aiti-4072	59	9	of	of	ADP
aiti-4072	59	10	factor	factor	NOUN
aiti-4072	59	11	level	level	NOUN
aiti-4072	59	12	to	to	PART
aiti-4072	59	13	approximate	approximate	VERB
aiti-4072	59	14	the	the	DET
aiti-4072	59	15	average	average	ADJ
aiti-4072	59	16	value	value	NOUN
aiti-4072	59	17	of	of	ADP
aiti-4072	59	18	the	the	DET
aiti-4072	59	19	quality	quality	NOUN
aiti-4072	59	20	characteristic	characteristic	ADJ
aiti-4072	59	21	to	to	ADP
aiti-4072	59	22	the	the	DET
aiti-4072	59	23	target	target	NOUN
aiti-4072	59	24	value	value	NOUN
aiti-4072	59	25	.	.	PUNCT
aiti-4072	60	1	finally	finally	ADV
aiti-4072	60	2	,	,	PUNCT
aiti-4072	60	3	the	the	DET
aiti-4072	60	4	third	third	ADJ
aiti-4072	60	5	type	type	NOUN
aiti-4072	60	6	of	of	ADP
aiti-4072	60	7	factor	factor	NOUN
aiti-4072	60	8	is	be	AUX
aiti-4072	60	9	used	use	VERB
aiti-4072	60	10	to	to	PART
aiti-4072	60	11	reduce	reduce	VERB
aiti-4072	60	12	production	production	NOUN
aiti-4072	60	13	costs	cost	NOUN
aiti-4072	60	14	.	.	PUNCT
aiti-4072	61	1	based	base	VERB
aiti-4072	61	2	on	on	ADP
aiti-4072	61	3	the	the	DET
aiti-4072	61	4	steps	step	NOUN
aiti-4072	61	5	,	,	PUNCT
aiti-4072	61	6	a	a	DET
aiti-4072	61	7	set	set	NOUN
aiti-4072	61	8	of	of	ADP
aiti-4072	61	9	optimal	optimal	ADJ
aiti-4072	61	10	process	process	NOUN
aiti-4072	61	11	parameters	parameter	NOUN
aiti-4072	61	12	of	of	ADP
aiti-4072	61	13	taguchi	taguchi	PROPN
aiti-4072	61	14	can	can	AUX
aiti-4072	61	15	be	be	AUX
aiti-4072	61	16	obtained	obtain	VERB
aiti-4072	61	17	,	,	PUNCT
aiti-4072	61	18	which	which	PRON
aiti-4072	61	19	can	can	AUX
aiti-4072	61	20	be	be	AUX
aiti-4072	61	21	used	use	VERB
aiti-4072	61	22	as	as	ADP
aiti-4072	61	23	the	the	DET
aiti-4072	61	24	initial	initial	ADJ
aiti-4072	61	25	value	value	NOUN
aiti-4072	61	26	of	of	ADP
aiti-4072	61	27	the	the	DET
aiti-4072	61	28	optimization	optimization	NOUN
aiti-4072	61	29	of	of	ADP
aiti-4072	61	30	the	the	DET
aiti-4072	61	31	second	second	ADJ
aiti-4072	61	32	stage	stage	NOUN
aiti-4072	61	33	.	.	PUNCT
aiti-4072	62	1	through	through	ADP
aiti-4072	62	2	the	the	DET
aiti-4072	62	3	factor	factor	NOUN
aiti-4072	62	4	response	response	NOUN
aiti-4072	62	5	analysis	analysis	NOUN
aiti-4072	62	6	and	and	CCONJ
aiti-4072	62	7	the	the	DET
aiti-4072	62	8	analysis	analysis	NOUN
aiti-4072	62	9	of	of	ADP
aiti-4072	62	10	the	the	DET
aiti-4072	62	11	variance	variance	NOUN
aiti-4072	62	12	,	,	PUNCT
aiti-4072	62	13	the	the	DET
aiti-4072	62	14	significant	significant	ADJ
aiti-4072	62	15	control	control	NOUN
aiti-4072	62	16	factors	factor	NOUN
aiti-4072	62	17	found	find	VERB
aiti-4072	62	18	will	will	AUX
aiti-4072	62	19	be	be	AUX
aiti-4072	62	20	adjusted	adjust	VERB
aiti-4072	62	21	as	as	ADP
aiti-4072	62	22	the	the	DET
aiti-4072	62	23	basis	basis	NOUN
aiti-4072	62	24	of	of	ADP
aiti-4072	62	25	the	the	DET
aiti-4072	62	26	subsequent	subsequent	ADJ
aiti-4072	62	27	solution	solution	NOUN
aiti-4072	62	28	parameters	parameter	NOUN
aiti-4072	62	29	.	.	PUNCT
aiti-4072	63	1	in	in	ADP
aiti-4072	63	2	the	the	DET
aiti-4072	63	3	second	second	ADJ
aiti-4072	63	4	stage	stage	NOUN
aiti-4072	63	5	,	,	PUNCT
aiti-4072	63	6	the	the	DET
aiti-4072	63	7	parameter	parameter	NOUN
aiti-4072	63	8	combination	combination	NOUN
aiti-4072	63	9	obtained	obtain	VERB
aiti-4072	63	10	by	by	ADP
aiti-4072	63	11	the	the	DET
aiti-4072	63	12	taguchi	taguchi	PROPN
aiti-4072	63	13	experimental	experimental	PROPN
aiti-4072	63	14	planning	planning	NOUN
aiti-4072	63	15	is	be	AUX
aiti-4072	63	16	used	use	VERB
aiti-4072	63	17	as	as	ADP
aiti-4072	63	18	the	the	DET
aiti-4072	63	19	basis	basis	NOUN
aiti-4072	63	20	to	to	PART
aiti-4072	63	21	establish	establish	VERB
aiti-4072	63	22	the	the	DET
aiti-4072	63	23	s	s	PROPN
aiti-4072	63	24	/	/	SYM
aiti-4072	63	25	n	n	PROPN
aiti-4072	63	26	ratio	ratio	NOUN
aiti-4072	63	27	predictor	predictor	NOUN
aiti-4072	63	28	(	(	PUNCT
aiti-4072	63	29	bpnns	bpnns	PROPN
aiti-4072	63	30	/	/	SYM
aiti-4072	63	31	n	n	CCONJ
aiti-4072	63	32	)	)	PUNCT
aiti-4072	63	33	and	and	CCONJ
aiti-4072	63	34	quality	quality	NOUN
aiti-4072	63	35	predictor	predictor	NOUN
aiti-4072	63	36	(	(	PUNCT
aiti-4072	63	37	bpnnq	bpnnq	NOUN
aiti-4072	63	38	)	)	PUNCT
aiti-4072	63	39	.	.	PUNCT
aiti-4072	64	1	however	however	ADV
aiti-4072	64	2	,	,	PUNCT
aiti-4072	64	3	the	the	DET
aiti-4072	64	4	initial	initial	ADJ
aiti-4072	64	5	weight	weight	NOUN
aiti-4072	64	6	value	value	NOUN
aiti-4072	64	7	of	of	ADP
aiti-4072	64	8	the	the	DET
aiti-4072	64	9	bpnn	bpnn	NOUN
aiti-4072	64	10	is	be	AUX
aiti-4072	64	11	often	often	ADV
aiti-4072	64	12	generated	generate	VERB
aiti-4072	64	13	in	in	ADP
aiti-4072	64	14	a	a	DET
aiti-4072	64	15	random	random	ADJ
aiti-4072	64	16	manner	manner	NOUN
aiti-4072	64	17	,	,	PUNCT
aiti-4072	64	18	and	and	CCONJ
aiti-4072	64	19	the	the	DET
aiti-4072	64	20	initial	initial	ADJ
aiti-4072	64	21	weight	weight	NOUN
aiti-4072	64	22	value	value	NOUN
aiti-4072	64	23	affects	affect	VERB
aiti-4072	64	24	the	the	DET
aiti-4072	64	25	network	network	NOUN
aiti-4072	64	26	training	training	NOUN
aiti-4072	64	27	speed	speed	NOUN
aiti-4072	64	28	and	and	CCONJ
aiti-4072	64	29	prediction	prediction	NOUN
aiti-4072	64	30	accuracy	accuracy	NOUN
aiti-4072	64	31	;	;	PUNCT
aiti-4072	64	32	therefore	therefore	ADV
aiti-4072	64	33	,	,	PUNCT
aiti-4072	64	34	this	this	DET
aiti-4072	64	35	study	study	NOUN
aiti-4072	64	36	uses	use	VERB
aiti-4072	64	37	the	the	DET
aiti-4072	64	38	improved	improve	VERB
aiti-4072	64	39	hybrid	hybrid	ADJ
aiti-4072	64	40	pso	pso	NOUN
aiti-4072	64	41	-	-	PUNCT
aiti-4072	64	42	ga	ga	NOUN
aiti-4072	64	43	combined	combine	VERB
aiti-4072	64	44	with	with	ADP
aiti-4072	64	45	multilayer	multilayer	ADJ
aiti-4072	64	46	perceptron	perceptron	PROPN
aiti-4072	64	47	(	(	PUNCT
aiti-4072	64	48	mlp	mlp	NOUN
aiti-4072	64	49	)	)	PUNCT
aiti-4072	64	50	to	to	PART
aiti-4072	64	51	obtain	obtain	VERB
aiti-4072	64	52	and	and	CCONJ
aiti-4072	64	53	preserve	preserve	VERB
aiti-4072	64	54	the	the	DET
aiti-4072	64	55	initial	initial	ADJ
aiti-4072	64	56	weight	weight	NOUN
aiti-4072	64	57	required	require	VERB
aiti-4072	64	58	for	for	ADP
aiti-4072	64	59	bpnn	bpnn	NOUN
aiti-4072	64	60	.	.	PUNCT
aiti-4072	65	1	this	this	DET
aiti-4072	65	2	method	method	NOUN
aiti-4072	65	3	not	not	PART
aiti-4072	65	4	only	only	ADV
aiti-4072	65	5	improves	improve	VERB
aiti-4072	65	6	the	the	DET
aiti-4072	65	7	training	training	NOUN
aiti-4072	65	8	speed	speed	NOUN
aiti-4072	65	9	of	of	ADP
aiti-4072	65	10	bpnn	bpnn	NOUN
aiti-4072	65	11	,	,	PUNCT
aiti-4072	65	12	but	but	CCONJ
aiti-4072	65	13	also	also	ADV
aiti-4072	65	14	increase	increase	VERB
aiti-4072	65	15	the	the	DET
aiti-4072	65	16	predictive	predictive	ADJ
aiti-4072	65	17	power	power	NOUN
aiti-4072	65	18	of	of	ADP
aiti-4072	65	19	it	it	PRON
aiti-4072	65	20	.	.	PUNCT
aiti-4072	66	1	in	in	ADP
aiti-4072	66	2	this	this	DET
aiti-4072	66	3	stage	stage	NOUN
aiti-4072	66	4	,	,	PUNCT
aiti-4072	66	5	the	the	DET
aiti-4072	66	6	process	process	NOUN
aiti-4072	66	7	parameter	parameter	NOUN
aiti-4072	66	8	combination	combination	NOUN
aiti-4072	66	9	obtained	obtain	VERB
aiti-4072	66	10	in	in	ADP
aiti-4072	66	11	the	the	DET
aiti-4072	66	12	first	first	ADJ
aiti-4072	66	13	stage	stage	NOUN
aiti-4072	66	14	is	be	AUX
aiti-4072	66	15	used	use	VERB
aiti-4072	66	16	as	as	ADP
aiti-4072	66	17	the	the	DET
aiti-4072	66	18	initial	initial	ADJ
aiti-4072	66	19	value	value	NOUN
aiti-4072	66	20	,	,	PUNCT
aiti-4072	66	21	and	and	CCONJ
aiti-4072	66	22	the	the	DET
aiti-4072	66	23	s	s	NOUN
aiti-4072	66	24	/	/	SYM
aiti-4072	66	25	n	n	PROPN
aiti-4072	66	26	ratio	ratio	NOUN
aiti-4072	66	27	predictor	predictor	NOUN
aiti-4072	66	28	and	and	CCONJ
aiti-4072	66	29	the	the	DET
aiti-4072	66	30	quality	quality	NOUN
aiti-4072	66	31	predictor	predictor	NOUN
aiti-4072	66	32	are	be	AUX
aiti-4072	66	33	combined	combine	VERB
aiti-4072	66	34	with	with	ADP
aiti-4072	66	35	the	the	DET
aiti-4072	66	36	hybrid	hybrid	ADJ
aiti-4072	66	37	pso	pso	NOUN
aiti-4072	66	38	-	-	PUNCT
aiti-4072	66	39	ga	ga	PROPN
aiti-4072	66	40	for	for	ADP
aiti-4072	66	41	global	global	ADJ
aiti-4072	66	42	search	search	NOUN
aiti-4072	66	43	to	to	PART
aiti-4072	66	44	find	find	VERB
aiti-4072	66	45	the	the	DET
aiti-4072	66	46	process	process	NOUN
aiti-4072	66	47	parameters	parameter	NOUN
aiti-4072	66	48	that	that	PRON
aiti-4072	66	49	best	well	ADV
aiti-4072	66	50	meet	meet	VERB
aiti-4072	66	51	the	the	DET
aiti-4072	66	52	quality	quality	NOUN
aiti-4072	66	53	specifications	specification	NOUN
aiti-4072	66	54	and	and	CCONJ
aiti-4072	66	55	the	the	DET
aiti-4072	66	56	most	most	ADV
aiti-4072	66	57	stable	stable	ADJ
aiti-4072	66	58	quality	quality	NOUN
aiti-4072	66	59	.	.	PUNCT
aiti-4072	67	1	the	the	DET
aiti-4072	67	2	mesh	mesh	NOUN
aiti-4072	67	3	microstructure	microstructure	NOUN
aiti-4072	67	4	diameter	diameter	NOUN
aiti-4072	67	5	size	size	NOUN
aiti-4072	67	6	target	target	NOUN
aiti-4072	67	7	is	be	AUX
aiti-4072	67	8	555	555	NUM
aiti-4072	67	9	μm	μm	NOUN
aiti-4072	67	10	,	,	PUNCT
aiti-4072	67	11	and	and	CCONJ
aiti-4072	67	12	the	the	DET
aiti-4072	67	13	acceptable	acceptable	ADJ
aiti-4072	67	14	thickness	thickness	NOUN
aiti-4072	67	15	deviation	deviation	NOUN
aiti-4072	67	16	is	be	AUX
aiti-4072	67	17	within	within	ADP
aiti-4072	67	18	5	5	NUM
aiti-4072	67	19	%	%	NOUN
aiti-4072	67	20	.	.	PUNCT
aiti-4072	68	1	for	for	ADP
aiti-4072	68	2	the	the	DET
aiti-4072	68	3	diameter	diameter	NOUN
aiti-4072	68	4	roundness	roundness	NOUN
aiti-4072	68	5	,	,	PUNCT
aiti-4072	68	6	the	the	DET
aiti-4072	68	7	measurement	measurement	NOUN
aiti-4072	68	8	method	method	NOUN
aiti-4072	68	9	is	be	AUX
aiti-4072	68	10	divided	divide	VERB
aiti-4072	68	11	into	into	ADP
aiti-4072	68	12	twenty	twenty	NUM
aiti-4072	68	13	areas	area	NOUN
aiti-4072	68	14	,	,	PUNCT
aiti-4072	68	15	as	as	SCONJ
aiti-4072	68	16	shown	show	VERB
aiti-4072	68	17	in	in	ADP
aiti-4072	68	18	fig	fig	NOUN
aiti-4072	68	19	.	.	PUNCT
aiti-4072	69	1	1	1	X
aiti-4072	69	2	.	.	X
aiti-4072	69	3	the	the	DET
aiti-4072	69	4	measurement	measurement	NOUN
aiti-4072	69	5	of	of	ADP
aiti-4072	69	6	five	five	NUM
aiti-4072	69	7	points	point	NOUN
aiti-4072	69	8	in	in	ADP
aiti-4072	69	9	each	each	DET
aiti-4072	69	10	area	area	NOUN
aiti-4072	69	11	is	be	AUX
aiti-4072	69	12	averaged	average	VERB
aiti-4072	69	13	,	,	PUNCT
aiti-4072	69	14	thus	thus	ADV
aiti-4072	69	15	the	the	DET
aiti-4072	69	16	measurement	measurement	NOUN
aiti-4072	69	17	can	can	AUX
aiti-4072	69	18	better	well	ADV
aiti-4072	69	19	determine	determine	VERB
aiti-4072	69	20	the	the	DET
aiti-4072	69	21	exact	exact	ADJ
aiti-4072	69	22	roundness	roundness	NOUN
aiti-4072	69	23	of	of	ADP
aiti-4072	69	24	diameter	diameter	NOUN
aiti-4072	69	25	.	.	PUNCT
aiti-4072	70	1	formula	formula	NOUN
aiti-4072	70	2	for	for	ADP
aiti-4072	70	3	roundness	roundness	NOUN
aiti-4072	70	4	is	be	AUX
aiti-4072	70	5	as	as	SCONJ
aiti-4072	70	6	shown	show	VERB
aiti-4072	70	7	in	in	ADP
aiti-4072	70	8	eq	eq	ADP
aiti-4072	70	9	.	.	PUNCT
aiti-4072	71	1	1.for	1.for	ADP
aiti-4072	71	2	the	the	DET
aiti-4072	71	3	thickness	thickness	NOUN
aiti-4072	71	4	uniformity	uniformity	NOUN
aiti-4072	71	5	,	,	PUNCT
aiti-4072	71	6	the	the	DET
aiti-4072	71	7	measurement	measurement	NOUN
aiti-4072	71	8	method	method	NOUN
aiti-4072	71	9	is	be	AUX
aiti-4072	71	10	divided	divide	VERB
aiti-4072	71	11	into	into	ADP
aiti-4072	71	12	20	20	NUM
aiti-4072	71	13	points	point	NOUN
aiti-4072	71	14	for	for	ADP
aiti-4072	71	15	the	the	DET
aiti-4072	71	16	inner	inner	ADJ
aiti-4072	71	17	and	and	CCONJ
aiti-4072	71	18	outer	outer	ADJ
aiti-4072	71	19	regions	region	NOUN
aiti-4072	71	20	,	,	PUNCT
aiti-4072	71	21	as	as	SCONJ
aiti-4072	71	22	shown	show	VERB
aiti-4072	71	23	in	in	ADP
aiti-4072	71	24	fig	fig	NOUN
aiti-4072	71	25	.	.	PUNCT
aiti-4072	72	1	2	2	NUM
aiti-4072	72	2	,	,	PUNCT
aiti-4072	72	3	taking	take	VERB
aiti-4072	72	4	the	the	DET
aiti-4072	72	5	percentage	percentage	NOUN
aiti-4072	72	6	of	of	ADP
aiti-4072	72	7	thickness	thickness	NOUN
aiti-4072	72	8	deviation	deviation	NOUN
aiti-4072	72	9	inside	inside	ADP
aiti-4072	72	10	and	and	CCONJ
aiti-4072	72	11	outside	outside	ADV
aiti-4072	72	12	.	.	PUNCT
aiti-4072	73	1	20	20	NUM
aiti-4072	73	2	5	5	NUM
aiti-4072	73	3	1	1	NUM
aiti-4072	73	4	1	1	NUM
aiti-4072	73	5	1	1	NUM
aiti-4072	73	6	d	d	NOUN
aiti-4072	73	7	d	d	SYM
aiti-4072	73	8	20	20	NUM
aiti-4072	73	9	5	5	NUM
aiti-4072	73	10	ij	ij	NOUN
aiti-4072	74	1	i	i	PRON
aiti-4072	74	2	j	j	INTJ
aiti-4072	75	1			PROPN
aiti-4072	76	1			PROPN
aiti-4072	76	2			PROPN
aiti-4072	76	3			PROPN
aiti-4072	76	4			PROPN
aiti-4072	76	5	(	(	PUNCT
aiti-4072	76	6	1	1	X
aiti-4072	76	7	)	)	PUNCT
aiti-4072	76	8	dij	dij	NOUN
aiti-4072	76	9	is	be	AUX
aiti-4072	76	10	the	the	DET
aiti-4072	76	11	measured	measured	ADJ
aiti-4072	76	12	value	value	NOUN
aiti-4072	76	13	of	of	ADP
aiti-4072	76	14	the	the	DET
aiti-4072	76	15	mesh	mesh	NOUN
aiti-4072	76	16	microstructure	microstructure	NOUN
aiti-4072	76	17	diameter	diameter	NOUN
aiti-4072	76	18	;	;	PUNCT
aiti-4072	76	19	d	d	X
aiti-4072	76	20	is	be	AUX
aiti-4072	76	21	the	the	DET
aiti-4072	76	22	diameter	diameter	NOUN
aiti-4072	76	23	roundness	roundness	NOUN
aiti-4072	76	24	of	of	ADP
aiti-4072	76	25	the	the	DET
aiti-4072	76	26	mesh	mesh	NOUN
aiti-4072	76	27	quality	quality	NOUN
aiti-4072	76	28	characteristics	characteristic	NOUN
aiti-4072	76	29	;	;	PUNCT
aiti-4072	76	30	measuring	measure	VERB
aiti-4072	76	31	area	area	NOUN
aiti-4072	76	32	has	have	VERB
aiti-4072	76	33	20	20	NUM
aiti-4072	76	34	measuring	measuring	NOUN
aiti-4072	76	35	points	point	NOUN
aiti-4072	76	36	in	in	ADP
aiti-4072	76	37	five	five	NUM
aiti-4072	76	38	zones	zone	NOUN
aiti-4072	76	39	;	;	PUNCT
aiti-4072	76	40	and	and	CCONJ
aiti-4072	76	41	j	j	PROPN
aiti-4072	76	42	is	be	AUX
aiti-4072	76	43	the	the	DET
aiti-4072	76	44	number	number	NOUN
aiti-4072	76	45	of	of	ADP
aiti-4072	76	46	measuring	measure	VERB
aiti-4072	76	47	points	point	NOUN
aiti-4072	76	48	.	.	PUNCT
aiti-4072	77	1	the	the	DET
aiti-4072	77	2	main	main	ADJ
aiti-4072	77	3	advances	advance	NOUN
aiti-4072	77	4	in	in	ADP
aiti-4072	77	5	technology	technology	NOUN
aiti-4072	77	6	innovation	innovation	NOUN
aiti-4072	77	7	,	,	PUNCT
aiti-4072	77	8	vol	vol	NOUN
aiti-4072	77	9	.	.	PROPN
aiti-4072	77	10	4	4	NUM
aiti-4072	77	11	,	,	PUNCT
aiti-4072	77	12	no	no	INTJ
aiti-4072	77	13	.	.	NOUN
aiti-4072	77	14	4	4	NUM
aiti-4072	77	15	,	,	PUNCT
aiti-4072	77	16	2019	2019	NUM
aiti-4072	77	17	,	,	PUNCT
aiti-4072	77	18	pp	pp	ADJ
aiti-4072	77	19	.	.	PUNCT
aiti-4072	78	1	211	211	NUM
aiti-4072	78	2	-	-	SYM
aiti-4072	78	3	221	221	NUM
aiti-4072	78	4	214	214	NUM
aiti-4072	78	5	purpose	purpose	NOUN
aiti-4072	78	6	of	of	ADP
aiti-4072	78	7	this	this	DET
aiti-4072	78	8	study	study	NOUN
aiti-4072	78	9	is	be	AUX
aiti-4072	78	10	to	to	PART
aiti-4072	78	11	find	find	VERB
aiti-4072	78	12	out	out	ADP
aiti-4072	78	13	the	the	DET
aiti-4072	78	14	optimal	optimal	ADJ
aiti-4072	78	15	process	process	NOUN
aiti-4072	78	16	parameter	parameter	NOUN
aiti-4072	78	17	combination	combination	NOUN
aiti-4072	78	18	of	of	ADP
aiti-4072	78	19	the	the	DET
aiti-4072	78	20	micro	micro	PROPN
aiti-4072	78	21	electroformed	electroformed	PROPN
aiti-4072	78	22	mesh	mesh	NOUN
aiti-4072	78	23	,	,	PUNCT
aiti-4072	78	24	so	so	SCONJ
aiti-4072	78	25	that	that	SCONJ
aiti-4072	78	26	its	its	PRON
aiti-4072	78	27	quality	quality	NOUN
aiti-4072	78	28	is	be	AUX
aiti-4072	78	29	within	within	ADP
aiti-4072	78	30	the	the	DET
aiti-4072	78	31	desired	desire	VERB
aiti-4072	78	32	range	range	NOUN
aiti-4072	78	33	,	,	PUNCT
aiti-4072	78	34	and	and	CCONJ
aiti-4072	78	35	the	the	DET
aiti-4072	78	36	product	product	NOUN
aiti-4072	78	37	tends	tend	VERB
aiti-4072	78	38	to	to	PART
aiti-4072	78	39	stabilize	stabilize	VERB
aiti-4072	78	40	and	and	CCONJ
aiti-4072	78	41	reduces	reduce	VERB
aiti-4072	78	42	the	the	DET
aiti-4072	78	43	non	non	ADJ
aiti-4072	78	44	-	-	ADJ
aiti-4072	78	45	performing	performing	ADJ
aiti-4072	78	46	rate	rate	NOUN
aiti-4072	78	47	.	.	PUNCT
aiti-4072	79	1	the	the	DET
aiti-4072	79	2	thickness	thickness	NOUN
aiti-4072	79	3	uniformity	uniformity	NOUN
aiti-4072	79	4	is	be	AUX
aiti-4072	79	5	shown	show	VERB
aiti-4072	79	6	as	as	ADP
aiti-4072	79	7	eq	eq	NOUN
aiti-4072	79	8	.	.	PROPN
aiti-4072	79	9	2	2	NUM
aiti-4072	79	10	.	.	X
aiti-4072	79	11	t	t	NOUN
aiti-4072	79	12	=	=	SYM
aiti-4072	79	13	1	1	NUM
aiti-4072	79	14	𝑇𝑀𝑎𝑥	𝑇𝑀𝑎𝑥	NOUN
aiti-4072	79	15	−	−	ADP
aiti-4072	79	16	𝑇𝑀𝑖𝑛	𝑇𝑀𝑖𝑛	NOUN
aiti-4072	79	17	∙	∙	NOUN
aiti-4072	79	18	1	1	NUM
aiti-4072	79	19	4	4	NUM
aiti-4072	79	20	×	×	NOUN
aiti-4072	79	21	5	5	NUM
aiti-4072	79	22	×	×	NOUN
aiti-4072	79	23	∑	∑	PUNCT
aiti-4072	79	24	|∑	|∑	VERB
aiti-4072	79	25	𝑇𝑂𝑖𝑗	𝑇𝑂𝑖𝑗	NOUN
aiti-4072	79	26	−	−	PROPN
aiti-4072	79	27	∑	∑	PUNCT
aiti-4072	79	28	𝑇𝐼𝑖𝑗	𝑇𝐼𝑖𝑗	PROPN
aiti-4072	79	29	5	5	NUM
aiti-4072	80	1	𝑘=1	𝑘=1	SYM
aiti-4072	80	2	5	5	NUM
aiti-4072	80	3	𝑗=1	𝑗=1	NOUN
aiti-4072	80	4	|	|	ADV
aiti-4072	80	5	4	4	NUM
aiti-4072	80	6	𝑖=1	𝑖=1	PUNCT
aiti-4072	80	7	(	(	PUNCT
aiti-4072	80	8	2	2	X
aiti-4072	80	9	)	)	PUNCT
aiti-4072	80	10	t	t	NOUN
aiti-4072	80	11	is	be	AUX
aiti-4072	80	12	the	the	DET
aiti-4072	80	13	thickness	thickness	NOUN
aiti-4072	80	14	uniformity	uniformity	NOUN
aiti-4072	80	15	of	of	ADP
aiti-4072	80	16	the	the	DET
aiti-4072	80	17	mesh	mesh	NOUN
aiti-4072	80	18	quality	quality	NOUN
aiti-4072	80	19	characteristics	characteristic	NOUN
aiti-4072	80	20	as	as	SCONJ
aiti-4072	80	21	shown	show	VERB
aiti-4072	80	22	in	in	ADP
aiti-4072	80	23	equation	equation	NOUN
aiti-4072	80	24	2	2	NUM
aiti-4072	80	25	.	.	PUNCT
aiti-4072	81	1	the	the	DET
aiti-4072	81	2	maximum	maximum	ADJ
aiti-4072	81	3	thickness	thickness	NOUN
aiti-4072	81	4	measurement	measurement	NOUN
aiti-4072	81	5	value	value	NOUN
aiti-4072	81	6	is	be	AUX
aiti-4072	81	7	𝑇𝑀𝑎𝑥	𝑇𝑀𝑎𝑥	VERB
aiti-4072	81	8	=	=	NUM
aiti-4072	81	9	max	max	NOUN
aiti-4072	81	10	(	(	PUNCT
aiti-4072	81	11	𝑇𝑂𝑖𝑗	𝑇𝑂𝑖𝑗	NOUN
aiti-4072	81	12	,	,	PUNCT
aiti-4072	81	13	𝑇𝐼𝑖𝑗	𝑇𝐼𝑖𝑗	PROPN
aiti-4072	81	14	)	)	PUNCT
aiti-4072	81	15	;	;	PUNCT
aiti-4072	81	16	the	the	DET
aiti-4072	81	17	minimum	minimum	ADJ
aiti-4072	81	18	value	value	NOUN
aiti-4072	81	19	is	be	AUX
aiti-4072	81	20	𝑇𝑀𝑖𝑛	𝑇𝑀𝑖𝑛	PROPN
aiti-4072	81	21	=	=	NOUN
aiti-4072	81	22	min	min	NOUN
aiti-4072	81	23	(	(	PUNCT
aiti-4072	81	24	𝑇𝑂𝑖𝑗	𝑇𝑂𝑖𝑗	NOUN
aiti-4072	81	25	,	,	PUNCT
aiti-4072	81	26	𝑇𝐼𝑖𝑗	𝑇𝐼𝑖𝑗	PROPN
aiti-4072	81	27	)	)	PUNCT
aiti-4072	81	28	;	;	PUNCT
aiti-4072	81	29	𝑇𝑂𝑖𝑗	𝑇𝑂𝑖𝑗	PROPN
aiti-4072	81	30	is	be	AUX
aiti-4072	81	31	the	the	DET
aiti-4072	81	32	thickness	thickness	NOUN
aiti-4072	81	33	measurement	measurement	NOUN
aiti-4072	81	34	of	of	ADP
aiti-4072	81	35	the	the	DET
aiti-4072	81	36	outer	outer	ADJ
aiti-4072	81	37	ring	ring	NOUN
aiti-4072	81	38	;	;	PUNCT
aiti-4072	81	39	𝑇𝐼𝑖𝑗	𝑇𝐼𝑖𝑗	PROPN
aiti-4072	81	40	is	be	AUX
aiti-4072	81	41	the	the	DET
aiti-4072	81	42	thickness	thickness	NOUN
aiti-4072	81	43	measurement	measurement	NOUN
aiti-4072	81	44	of	of	ADP
aiti-4072	81	45	the	the	DET
aiti-4072	81	46	inner	inner	ADJ
aiti-4072	81	47	ring	ring	NOUN
aiti-4072	81	48	;	;	PUNCT
aiti-4072	81	49	i	i	PRON
aiti-4072	81	50	is	be	AUX
aiti-4072	81	51	the	the	DET
aiti-4072	81	52	measuring	measure	VERB
aiti-4072	81	53	area	area	NOUN
aiti-4072	81	54	;	;	PUNCT
aiti-4072	81	55	and	and	CCONJ
aiti-4072	81	56	j	j	PROPN
aiti-4072	81	57	is	be	AUX
aiti-4072	81	58	the	the	DET
aiti-4072	81	59	number	number	NOUN
aiti-4072	81	60	of	of	ADP
aiti-4072	81	61	measurement	measurement	NOUN
aiti-4072	81	62	points	point	NOUN
aiti-4072	81	63	.	.	PUNCT
aiti-4072	82	1	fig	fig	NOUN
aiti-4072	82	2	.	.	PUNCT
aiti-4072	83	1	1	1	NUM
aiti-4072	83	2	schematic	schematic	ADJ
aiti-4072	83	3	diagram	diagram	NOUN
aiti-4072	83	4	of	of	ADP
aiti-4072	83	5	mesh	mesh	NOUN
aiti-4072	83	6	diameter	diameter	NOUN
aiti-4072	83	7	measurement	measurement	NOUN
aiti-4072	83	8	fig	fig	PROPN
aiti-4072	83	9	.	.	PUNCT
aiti-4072	84	1	2	2	NUM
aiti-4072	84	2	schematic	schematic	ADJ
aiti-4072	84	3	diagram	diagram	NOUN
aiti-4072	84	4	of	of	ADP
aiti-4072	84	5	mesh	mesh	NOUN
aiti-4072	84	6	thickness	thickness	NOUN
aiti-4072	84	7	3	3	NUM
aiti-4072	84	8	.	.	NOUN
aiti-4072	84	9	results	result	NOUN
aiti-4072	84	10	and	and	CCONJ
aiti-4072	84	11	discussion	discussion	NOUN
aiti-4072	84	12	3.1	3.1	NUM
aiti-4072	84	13	.	.	PUNCT
aiti-4072	85	1	taguchi	taguchi	PROPN
aiti-4072	85	2	experiment	experiment	NOUN
aiti-4072	85	3	in	in	ADP
aiti-4072	85	4	this	this	DET
aiti-4072	85	5	study	study	NOUN
aiti-4072	85	6	,	,	PUNCT
aiti-4072	85	7	the	the	DET
aiti-4072	85	8	micro	micro	ADJ
aiti-4072	85	9	electroforming	electroforming	NOUN
aiti-4072	85	10	product	product	NOUN
aiti-4072	85	11	is	be	AUX
aiti-4072	85	12	the	the	DET
aiti-4072	85	13	mesh	mesh	NOUN
aiti-4072	85	14	filter	filter	NOUN
aiti-4072	85	15	.	.	PUNCT
aiti-4072	86	1	in	in	ADP
aiti-4072	86	2	order	order	NOUN
aiti-4072	86	3	to	to	PART
aiti-4072	86	4	ensure	ensure	VERB
aiti-4072	86	5	that	that	SCONJ
aiti-4072	86	6	the	the	DET
aiti-4072	86	7	product	product	NOUN
aiti-4072	86	8	can	can	AUX
aiti-4072	86	9	be	be	AUX
aiti-4072	86	10	supplied	supply	VERB
aiti-4072	86	11	to	to	ADP
aiti-4072	86	12	the	the	DET
aiti-4072	86	13	manufacturer	manufacturer	NOUN
aiti-4072	86	14	's	's	PART
aiti-4072	86	15	required	require	VERB
aiti-4072	86	16	size	size	NOUN
aiti-4072	86	17	specifications	specification	NOUN
aiti-4072	86	18	,	,	PUNCT
aiti-4072	86	19	a	a	DET
aiti-4072	86	20	discussion	discussion	NOUN
aiti-4072	86	21	with	with	ADP
aiti-4072	86	22	the	the	DET
aiti-4072	86	23	manufacturer	manufacturer	NOUN
aiti-4072	86	24	is	be	AUX
aiti-4072	86	25	proceeded	proceed	VERB
aiti-4072	86	26	,	,	PUNCT
aiti-4072	86	27	obtaining	obtain	VERB
aiti-4072	86	28	a	a	DET
aiti-4072	86	29	product	product	NOUN
aiti-4072	86	30	diameter	diameter	NOUN
aiti-4072	86	31	of	of	ADP
aiti-4072	86	32	555±3μm	555±3μm	PROPN
aiti-4072	86	33	and	and	CCONJ
aiti-4072	86	34	a	a	DET
aiti-4072	86	35	deviation	deviation	NOUN
aiti-4072	86	36	of	of	ADP
aiti-4072	86	37	quantity	quantity	NOUN
aiti-4072	86	38	specification	specification	NOUN
aiti-4072	86	39	within	within	ADP
aiti-4072	86	40	5	5	NUM
aiti-4072	86	41	%	%	NOUN
aiti-4072	86	42	of	of	ADP
aiti-4072	86	43	the	the	DET
aiti-4072	86	44	product	product	NOUN
aiti-4072	86	45	thickness	thickness	NOUN
aiti-4072	86	46	.	.	PUNCT
aiti-4072	87	1	the	the	DET
aiti-4072	87	2	quality	quality	NOUN
aiti-4072	87	3	characteristics	characteristic	NOUN
aiti-4072	87	4	are	be	AUX
aiti-4072	87	5	diameter	diameter	NOUN
aiti-4072	87	6	roundness	roundness	NOUN
aiti-4072	87	7	and	and	CCONJ
aiti-4072	87	8	thickness	thickness	NOUN
aiti-4072	87	9	deviation	deviation	NOUN
aiti-4072	87	10	.	.	PUNCT
aiti-4072	88	1	in	in	ADP
aiti-4072	88	2	addition	addition	NOUN
aiti-4072	88	3	,	,	PUNCT
aiti-4072	88	4	the	the	DET
aiti-4072	88	5	experimental	experimental	ADJ
aiti-4072	88	6	control	control	NOUN
aiti-4072	88	7	factors	factor	NOUN
aiti-4072	88	8	are	be	AUX
aiti-4072	88	9	defined	define	VERB
aiti-4072	88	10	as	as	ADP
aiti-4072	88	11	following	follow	VERB
aiti-4072	88	12	five	five	NUM
aiti-4072	88	13	experimental	experimental	ADJ
aiti-4072	88	14	control	control	NOUN
aiti-4072	88	15	factors	factor	NOUN
aiti-4072	88	16	:	:	PUNCT
aiti-4072	88	17	temperature	temperature	NOUN
aiti-4072	88	18	of	of	ADP
aiti-4072	88	19	the	the	DET
aiti-4072	88	20	electroforming	electroforming	NOUN
aiti-4072	88	21	liquid	liquid	NOUN
aiti-4072	88	22	(	(	PUNCT
aiti-4072	88	23	tl	tl	PROPN
aiti-4072	88	24	)	)	PUNCT
aiti-4072	88	25	(	(	PUNCT
aiti-4072	88	26	℃	℃	PROPN
aiti-4072	88	27	)	)	PUNCT
aiti-4072	88	28	,	,	PUNCT
aiti-4072	88	29	current	current	ADJ
aiti-4072	88	30	density	density	NOUN
aiti-4072	88	31	(	(	PUNCT
aiti-4072	88	32	cd	cd	PROPN
aiti-4072	88	33	)	)	PUNCT
aiti-4072	88	34	(	(	PUNCT
aiti-4072	88	35	a/	a/	NOUN
aiti-4072	88	36	dm	dm	PROPN
aiti-4072	88	37	2	2	NUM
aiti-4072	88	38	)	)	PUNCT
aiti-4072	88	39	,	,	PUNCT
aiti-4072	88	40	cathode	cathode	NOUN
aiti-4072	88	41	size	size	NOUN
aiti-4072	88	42	(	(	PUNCT
aiti-4072	88	43	cs	cs	PROPN
aiti-4072	88	44	)	)	PUNCT
aiti-4072	88	45	(	(	PUNCT
aiti-4072	88	46	dm	dm	PROPN
aiti-4072	88	47	2	2	NUM
aiti-4072	88	48	)	)	PUNCT
aiti-4072	88	49	,	,	PUNCT
aiti-4072	88	50	the	the	DET
aiti-4072	88	51	distance	distance	NOUN
aiti-4072	88	52	between	between	ADP
aiti-4072	88	53	the	the	DET
aiti-4072	88	54	anode	anode	NOUN
aiti-4072	88	55	and	and	CCONJ
aiti-4072	88	56	the	the	DET
aiti-4072	88	57	cathode	cathode	NOUN
aiti-4072	88	58	(	(	PUNCT
aiti-4072	88	59	dac	dac	NOUN
aiti-4072	88	60	)	)	PUNCT
aiti-4072	88	61	(	(	PUNCT
aiti-4072	88	62	cm	cm	NOUN
aiti-4072	88	63	)	)	PUNCT
aiti-4072	88	64	,	,	PUNCT
aiti-4072	88	65	and	and	CCONJ
aiti-4072	88	66	oscillating	oscillate	VERB
aiti-4072	88	67	rate	rate	NOUN
aiti-4072	88	68	(	(	PUNCT
aiti-4072	88	69	or	or	CCONJ
aiti-4072	88	70	)	)	PUNCT
aiti-4072	88	71	(	(	PUNCT
aiti-4072	88	72	rate	rate	NOUN
aiti-4072	88	73	/	/	SYM
aiti-4072	88	74	min	min	NOUN
aiti-4072	88	75	)	)	PUNCT
aiti-4072	88	76	.	.	PUNCT
aiti-4072	89	1	the	the	DET
aiti-4072	89	2	range	range	NOUN
aiti-4072	89	3	of	of	ADP
aiti-4072	89	4	adjustment	adjustment	NOUN
aiti-4072	89	5	parameters	parameter	NOUN
aiti-4072	89	6	and	and	CCONJ
aiti-4072	89	7	the	the	DET
aiti-4072	89	8	control	control	NOUN
aiti-4072	89	9	factor	factor	NOUN
aiti-4072	89	10	level	level	NOUN
aiti-4072	89	11	settings	setting	NOUN
aiti-4072	89	12	are	be	AUX
aiti-4072	89	13	shown	show	VERB
aiti-4072	89	14	in	in	ADP
aiti-4072	89	15	table	table	NOUN
aiti-4072	89	16	1	1	NUM
aiti-4072	89	17	.	.	PUNCT
aiti-4072	90	1	the	the	DET
aiti-4072	90	2	five	five	NUM
aiti-4072	90	3	experimental	experimental	ADJ
aiti-4072	90	4	control	control	NOUN
aiti-4072	90	5	factors	factor	NOUN
aiti-4072	90	6	in	in	ADP
aiti-4072	90	7	this	this	DET
aiti-4072	90	8	study	study	NOUN
aiti-4072	90	9	uses	use	VERB
aiti-4072	90	10	l18(2	l18(2	PROPN
aiti-4072	90	11	1	1	NUM
aiti-4072	90	12	x	x	SYM
aiti-4072	90	13	3	3	NUM
aiti-4072	90	14	4	4	NUM
aiti-4072	90	15	)	)	PUNCT
aiti-4072	90	16	orthogonal	orthogonal	ADJ
aiti-4072	90	17	table	table	NOUN
aiti-4072	90	18	.	.	PUNCT
aiti-4072	91	1	as	as	SCONJ
aiti-4072	91	2	shown	show	VERB
aiti-4072	91	3	in	in	ADP
aiti-4072	91	4	table	table	NOUN
aiti-4072	91	5	2	2	NUM
aiti-4072	91	6	,	,	PUNCT
aiti-4072	91	7	the	the	DET
aiti-4072	91	8	micro	micro	NOUN
aiti-4072	91	9	electroforming	electroforming	NOUN
aiti-4072	91	10	is	be	AUX
aiti-4072	91	11	performed	perform	VERB
aiti-4072	91	12	on	on	ADP
aiti-4072	91	13	a	a	DET
aiti-4072	91	14	customized	customize	VERB
aiti-4072	91	15	experimental	experimental	ADJ
aiti-4072	91	16	machine	machine	NOUN
aiti-4072	91	17	,	,	PUNCT
aiti-4072	91	18	and	and	CCONJ
aiti-4072	91	19	the	the	DET
aiti-4072	91	20	data	datum	NOUN
aiti-4072	91	21	of	of	ADP
aiti-4072	91	22	the	the	DET
aiti-4072	91	23	diameter	diameter	NOUN
aiti-4072	91	24	roundness	roundness	NOUN
aiti-4072	91	25	and	and	CCONJ
aiti-4072	91	26	the	the	DET
aiti-4072	91	27	thickness	thickness	NOUN
aiti-4072	91	28	deviation	deviation	NOUN
aiti-4072	91	29	are	be	AUX
aiti-4072	91	30	obtained	obtain	VERB
aiti-4072	91	31	by	by	ADP
aiti-4072	91	32	measurement	measurement	NOUN
aiti-4072	91	33	,	,	PUNCT
aiti-4072	91	34	and	and	CCONJ
aiti-4072	91	35	the	the	DET
aiti-4072	91	36	s	s	PROPN
aiti-4072	91	37	/	/	SYM
aiti-4072	91	38	n	n	PRON
aiti-4072	91	39	ratios	ratio	NOUN
aiti-4072	91	40	are	be	AUX
aiti-4072	91	41	calculated	calculate	VERB
aiti-4072	91	42	.	.	PUNCT
aiti-4072	92	1	the	the	DET
aiti-4072	92	2	diameter	diameter	NOUN
aiti-4072	92	3	roundness	roundness	NOUN
aiti-4072	92	4	adopts	adopt	VERB
aiti-4072	92	5	the	the	DET
aiti-4072	92	6	first	first	ADJ
aiti-4072	92	7	type	type	NOUN
aiti-4072	92	8	formula	formula	NOUN
aiti-4072	92	9	of	of	ADP
aiti-4072	92	10	the	the	DET
aiti-4072	92	11	eyesight	eyesight	ADJ
aiti-4072	92	12	characteristic	characteristic	NOUN
aiti-4072	92	13	,	,	PUNCT
aiti-4072	92	14	and	and	CCONJ
aiti-4072	92	15	the	the	DET
aiti-4072	92	16	thickness	thickness	NOUN
aiti-4072	92	17	deviation	deviation	NOUN
aiti-4072	92	18	adopts	adopt	VERB
aiti-4072	92	19	the	the	DET
aiti-4072	92	20	small	small	ADJ
aiti-4072	92	21	characteristic	characteristic	ADJ
aiti-4072	92	22	formula	formula	NOUN
aiti-4072	92	23	.	.	PUNCT
aiti-4072	93	1	18	18	NUM
aiti-4072	93	2	groups	group	NOUN
aiti-4072	93	3	from	from	ADP
aiti-4072	93	4	no.1	no.1	NUM
aiti-4072	93	5	to	to	ADP
aiti-4072	93	6	no.18	no.18	PROPN
aiti-4072	93	7	are	be	AUX
aiti-4072	93	8	the	the	DET
aiti-4072	93	9	taguchi	taguchi	PROPN
aiti-4072	93	10	experimental	experimental	PROPN
aiti-4072	93	11	data	data	PROPN
aiti-4072	93	12	;	;	PUNCT
aiti-4072	93	13	5	5	NUM
aiti-4072	93	14	groups	group	NOUN
aiti-4072	93	15	from	from	ADP
aiti-4072	93	16	no	no	NOUN
aiti-4072	93	17	.	.	PROPN
aiti-4072	93	18	19	19	NUM
aiti-4072	93	19	to	to	PART
aiti-4072	93	20	no	no	NOUN
aiti-4072	93	21	.	.	NOUN
aiti-4072	93	22	23	23	NUM
aiti-4072	93	23	are	be	AUX
aiti-4072	93	24	randomly	randomly	ADV
aiti-4072	93	25	generated	generate	VERB
aiti-4072	93	26	.	.	PUNCT
aiti-4072	94	1	for	for	ADP
aiti-4072	94	2	the	the	DET
aiti-4072	94	3	quality	quality	NOUN
aiti-4072	94	4	characteristic	characteristic	NOUN
aiti-4072	94	5	of	of	ADP
aiti-4072	94	6	diameter	diameter	NOUN
aiti-4072	94	7	,	,	PUNCT
aiti-4072	94	8	the	the	DET
aiti-4072	94	9	equation	equation	NOUN
aiti-4072	94	10	of	of	ADP
aiti-4072	94	11	type	type	NOUN
aiti-4072	94	12	i	i	PRON
aiti-4072	94	13	formula	formula	NOUN
aiti-4072	94	14	of	of	ADP
aiti-4072	94	15	the	the	DET
aiti-4072	94	16	nominal	nominal	ADJ
aiti-4072	94	17	-	-	PUNCT
aiti-4072	94	18	the	the	PRON
aiti-4072	94	19	-	-	PUNCT
aiti-4072	94	20	best	good	ADJ
aiti-4072	94	21	is	be	AUX
aiti-4072	94	22	used	use	VERB
aiti-4072	94	23	as	as	SCONJ
aiti-4072	94	24	shown	show	VERB
aiti-4072	94	25	in	in	ADP
aiti-4072	94	26	eq	eq	ADJ
aiti-4072	94	27	.	.	PROPN
aiti-4072	95	1	3	3	X
aiti-4072	95	2	.	.	X
aiti-4072	96	1	as	as	ADP
aiti-4072	96	2	for	for	ADP
aiti-4072	96	3	a	a	DET
aiti-4072	96	4	deviation	deviation	NOUN
aiti-4072	96	5	of	of	ADP
aiti-4072	96	6	quantity	quantity	NOUN
aiti-4072	96	7	specification	specification	NOUN
aiti-4072	96	8	within	within	ADP
aiti-4072	96	9	5	5	NUM
aiti-4072	96	10	%	%	NOUN
aiti-4072	96	11	of	of	ADP
aiti-4072	96	12	the	the	DET
aiti-4072	96	13	product	product	NOUN
aiti-4072	96	14	thickness	thickness	NOUN
aiti-4072	96	15	,	,	PUNCT
aiti-4072	96	16	the	the	DET
aiti-4072	96	17	smaller	small	ADJ
aiti-4072	96	18	-	-	PUNCT
aiti-4072	96	19	the	the	DET
aiti-4072	96	20	-	-	PUNCT
aiti-4072	96	21	better	well	ADJ
aiti-4072	96	22	is	be	AUX
aiti-4072	96	23	used	use	VERB
aiti-4072	96	24	as	as	SCONJ
aiti-4072	96	25	shown	show	VERB
aiti-4072	96	26	in	in	ADP
aiti-4072	96	27	eq	eq	ADJ
aiti-4072	96	28	.	.	PROPN
aiti-4072	97	1	4	4	NUM
aiti-4072	97	2	.	.	PUNCT
aiti-4072	97	3	the	the	DET
aiti-4072	97	4	experimental	experimental	ADJ
aiti-4072	97	5	product	product	NOUN
aiti-4072	97	6	is	be	AUX
aiti-4072	97	7	shown	show	VERB
aiti-4072	97	8	in	in	ADP
aiti-4072	97	9	fig	fig	NOUN
aiti-4072	97	10	.	.	PUNCT
aiti-4072	98	1	3	3	X
aiti-4072	98	2	.	.	NUM
aiti-4072	98	3	]	]	PUNCT
aiti-4072	98	4	)	)	PUNCT
aiti-4072	98	5	log[(10	log[(10	NOUN
aiti-4072	98	6	)	)	PUNCT
aiti-4072	98	7	(	(	PUNCT
aiti-4072	98	8	log10/	log10/	NUM
aiti-4072	98	9	221	221	NUM
aiti-4072	98	10	2	2	NUM
aiti-4072	98	11	smy	smy	NOUN
aiti-4072	98	12	n	n	ADP
aiti-4072	98	13	my	my	PRON
aiti-4072	98	14	ns	ns	INTJ
aiti-4072	98	15	n	n	NOUN
aiti-4072	99	1	i	i	PRON
aiti-4072	99	2	i	i	PRON
aiti-4072	99	3			VERB
aiti-4072	99	4			PROPN
aiti-4072	99	5			X
aiti-4072	99	6			X
aiti-4072	99	7			NUM
aiti-4072	99	8	(	(	PUNCT
aiti-4072	99	9	3	3	NUM
aiti-4072	99	10	)	)	PUNCT
aiti-4072	99	11	)	)	PUNCT
aiti-4072	100	1	log(10log10/	log(10log10/	VERB
aiti-4072	101	1	221	221	NUM
aiti-4072	101	2	2	2	NUM
aiti-4072	101	3	sy	sy	NOUN
aiti-4072	101	4	n	n	CCONJ
aiti-4072	101	5	y	y	PROPN
aiti-4072	101	6	ns	ns	INTJ
aiti-4072	101	7	n	n	PROPN
aiti-4072	102	1	i	i	PRON
aiti-4072	103	1	i	i	PRON
aiti-4072	103	2			VERB
aiti-4072	103	3			X
aiti-4072	103	4			NUM
aiti-4072	103	5	(	(	PUNCT
aiti-4072	103	6	4	4	NUM
aiti-4072	103	7	)	)	PUNCT
aiti-4072	103	8	where	where	SCONJ
aiti-4072	103	9	yi	yi	PROPN
aiti-4072	103	10	is	be	AUX
aiti-4072	103	11	the	the	DET
aiti-4072	103	12	response	response	NOUN
aiti-4072	103	13	value	value	NOUN
aiti-4072	103	14	of	of	ADP
aiti-4072	103	15	a	a	DET
aiti-4072	103	16	specific	specific	ADJ
aiti-4072	103	17	treatment	treatment	NOUN
aiti-4072	103	18	under	under	ADP
aiti-4072	103	19	i	i	PRON
aiti-4072	103	20	replications	replication	NOUN
aiti-4072	103	21	,	,	PUNCT
aiti-4072	103	22	n	n	X
aiti-4072	103	23	is	be	AUX
aiti-4072	103	24	the	the	DET
aiti-4072	103	25	number	number	NOUN
aiti-4072	103	26	of	of	ADP
aiti-4072	103	27	replications	replication	NOUN
aiti-4072	103	28	,	,	PUNCT
aiti-4072	103	29	y	y	PROPN
aiti-4072	103	30	is	be	AUX
aiti-4072	103	31	the	the	DET
aiti-4072	103	32	average	average	NOUN
aiti-4072	103	33	of	of	ADP
aiti-4072	103	34	all	all	DET
aiti-4072	103	35	yi	yi	PROPN
aiti-4072	103	36	values	value	NOUN
aiti-4072	103	37	,	,	PUNCT
aiti-4072	103	38	and	and	CCONJ
aiti-4072	103	39	sis	si	VERB
aiti-4072	103	40	the	the	DET
aiti-4072	103	41	standard	standard	ADJ
aiti-4072	103	42	deviation	deviation	NOUN
aiti-4072	103	43	of	of	ADP
aiti-4072	103	44	all	all	DET
aiti-4072	103	45	yi	yi	PROPN
aiti-4072	103	46	values	value	NOUN
aiti-4072	103	47	.	.	PUNCT
aiti-4072	104	1	advances	advance	NOUN
aiti-4072	104	2	in	in	ADP
aiti-4072	104	3	technology	technology	NOUN
aiti-4072	104	4	innovation	innovation	NOUN
aiti-4072	104	5	,	,	PUNCT
aiti-4072	104	6	vol	vol	NOUN
aiti-4072	104	7	.	.	PROPN
aiti-4072	105	1	4	4	NUM
aiti-4072	105	2	,	,	PUNCT
aiti-4072	105	3	no	no	INTJ
aiti-4072	105	4	.	.	NOUN
aiti-4072	105	5	4	4	NUM
aiti-4072	105	6	,	,	PUNCT
aiti-4072	105	7	2019	2019	NUM
aiti-4072	105	8	,	,	PUNCT
aiti-4072	105	9	pp	pp	ADJ
aiti-4072	105	10	.	.	PUNCT
aiti-4072	106	1	211	211	NUM
aiti-4072	106	2	-	-	SYM
aiti-4072	106	3	221	221	NUM
aiti-4072	106	4	215	215	NUM
aiti-4072	106	5	table	table	NOUN
aiti-4072	106	6	1	1	NUM
aiti-4072	106	7	showing	show	VERB
aiti-4072	106	8	different	different	ADJ
aiti-4072	106	9	crystal	crystal	NOUN
aiti-4072	106	10	growth	growth	NOUN
aiti-4072	106	11	methods	method	NOUN
aiti-4072	106	12	,	,	PUNCT
aiti-4072	106	13	growth	growth	NOUN
aiti-4072	106	14	time	time	NOUN
aiti-4072	106	15	and	and	CCONJ
aiti-4072	106	16	approximate	approximate	ADJ
aiti-4072	106	17	sizes	size	NOUN
aiti-4072	106	18	of	of	ADP
aiti-4072	106	19	the	the	DET
aiti-4072	106	20	grown	grown	ADJ
aiti-4072	106	21	crystal	crystal	NOUN
aiti-4072	106	22	experimental	experimental	ADJ
aiti-4072	106	23	control	control	NOUN
aiti-4072	106	24	factors	factor	NOUN
aiti-4072	106	25	range	range	NOUN
aiti-4072	106	26	level	level	NOUN
aiti-4072	106	27	1	1	NUM
aiti-4072	106	28	level	level	NOUN
aiti-4072	106	29	2	2	NUM
aiti-4072	106	30	level	level	NOUN
aiti-4072	106	31	3	3	NUM
aiti-4072	106	32	tl	tl	PROPN
aiti-4072	106	33	40	40	NUM
aiti-4072	106	34	-	-	SYM
aiti-4072	106	35	50	50	NUM
aiti-4072	106	36	40	40	NUM
aiti-4072	106	37	50	50	NUM
aiti-4072	106	38	cd	cd	NOUN
aiti-4072	106	39	1	1	NUM
aiti-4072	106	40	-	-	SYM
aiti-4072	106	41	5	5	NUM
aiti-4072	106	42	1.00	1.00	NUM
aiti-4072	106	43	3.00	3.00	NUM
aiti-4072	106	44	5.00	5.00	NUM
aiti-4072	106	45	cs	cs	NOUN
aiti-4072	106	46	1	1	NUM
aiti-4072	106	47	-	-	SYM
aiti-4072	106	48	4	4	NUM
aiti-4072	106	49	1.00	1.00	NUM
aiti-4072	106	50	2.25	2.25	NUM
aiti-4072	106	51	4.00	4.00	NUM
aiti-4072	106	52	dac	dac	NOUN
aiti-4072	106	53	9	9	NUM
aiti-4072	106	54	-	-	SYM
aiti-4072	106	55	12	12	NUM
aiti-4072	106	56	9.0	9.0	NUM
aiti-4072	106	57	10.5	10.5	NUM
aiti-4072	106	58	12.0	12.0	NUM
aiti-4072	106	59	or	or	CCONJ
aiti-4072	106	60	20	20	NUM
aiti-4072	106	61	-	-	SYM
aiti-4072	106	62	52	52	NUM
aiti-4072	106	63	20	20	NUM
aiti-4072	106	64	36	36	NUM
aiti-4072	106	65	52	52	NUM
aiti-4072	106	66	table	table	NOUN
aiti-4072	106	67	2	2	NUM
aiti-4072	106	68	the	the	DET
aiti-4072	106	69	results	result	NOUN
aiti-4072	106	70	of	of	ADP
aiti-4072	106	71	the	the	DET
aiti-4072	106	72	diameter	diameter	NOUN
aiti-4072	106	73	and	and	CCONJ
aiti-4072	106	74	thickness	thickness	NOUN
aiti-4072	106	75	deviation	deviation	NOUN
aiti-4072	106	76	of	of	ADP
aiti-4072	106	77	the	the	DET
aiti-4072	106	78	taguchi	taguchi	PROPN
aiti-4072	106	79	experiment	experiment	NOUN
aiti-4072	106	80	no	no	DET
aiti-4072	106	81	average	average	ADJ
aiti-4072	106	82	diameter	diameter	NOUN
aiti-4072	106	83	(	(	PUNCT
aiti-4072	106	84	x	x	X
aiti-4072	106	85	)	)	PUNCT
aiti-4072	106	86	(	(	PUNCT
aiti-4072	106	87	μm	μm	NUM
aiti-4072	106	88	)	)	PUNCT
aiti-4072	106	89	thickness	thickness	NOUN
aiti-4072	106	90	deviation	deviation	NOUN
aiti-4072	106	91	(	(	PUNCT
aiti-4072	106	92	y	y	NOUN
aiti-4072	106	93	)	)	PUNCT
aiti-4072	106	94	(	(	PUNCT
aiti-4072	106	95	%	%	INTJ
aiti-4072	106	96	)	)	PUNCT
aiti-4072	106	97	σ(x	σ(x	PROPN
aiti-4072	106	98	)	)	PUNCT
aiti-4072	106	99	σ(y	σ(y	NOUN
aiti-4072	106	100	)	)	PUNCT
aiti-4072	107	1	s	s	NOUN
aiti-4072	107	2	/	/	SYM
aiti-4072	107	3	n	n	PRON
aiti-4072	107	4	ratiofor	ratiofor	NOUN
aiti-4072	107	5	x	x	SYM
aiti-4072	107	6	s	s	X
aiti-4072	107	7	/	/	SYM
aiti-4072	107	8	n	n	NOUN
aiti-4072	107	9	ratio	ratio	NOUN
aiti-4072	107	10	for	for	ADP
aiti-4072	107	11	y	y	PROPN
aiti-4072	107	12	1	1	NUM
aiti-4072	107	13	554.310	554.310	NUM
aiti-4072	107	14	0.0237	0.0237	NUM
aiti-4072	107	15	0.1114	0.1114	NUM
aiti-4072	107	16	0.0018	0.0018	NUM
aiti-4072	107	17	3.1114	3.1114	NUM
aiti-4072	107	18	32.4771	32.4771	NUM
aiti-4072	107	19	2	2	NUM
aiti-4072	107	20	554.447	554.447	NUM
aiti-4072	107	21	0.0303	0.0303	NUM
aiti-4072	107	22	0.2542	0.2542	NUM
aiti-4072	107	23	0.0017	0.0017	NUM
aiti-4072	107	24	4.3085	4.3085	NUM
aiti-4072	107	25	30.3453	30.3453	NUM
aiti-4072	107	26	3	3	NUM
aiti-4072	107	27	555.780	555.780	NUM
aiti-4072	107	28	0.0271	0.0271	NUM
aiti-4072	107	29	0.1100	0.1100	NUM
aiti-4072	107	30	0.0020	0.0020	NUM
aiti-4072	107	31	2.0726	2.0726	NUM
aiti-4072	107	32	31.3317	31.3317	NUM
aiti-4072	107	33	4	4	NUM
aiti-4072	107	34	554.330	554.330	NUM
aiti-4072	107	35	0.0139	0.0139	NUM
aiti-4072	107	36	0.2128	0.2128	NUM
aiti-4072	107	37	0.0016	0.0016	NUM
aiti-4072	107	38	3.0610	3.0610	NUM
aiti-4072	107	39	37.0848	37.0848	NUM
aiti-4072	107	40	5	5	NUM
aiti-4072	107	41	554.837	554.837	NUM
aiti-4072	107	42	0.0315	0.0315	NUM
aiti-4072	107	43	0.1332	0.1332	NUM
aiti-4072	107	44	0.0015	0.0015	NUM
aiti-4072	107	45	13.5251	13.5251	NUM
aiti-4072	107	46	30.0174	30.0174	NUM
aiti-4072	107	47	6	6	NUM
aiti-4072	107	48	555.117	555.117	NUM
aiti-4072	107	49	0.0295	0.0295	NUM
aiti-4072	107	50	0.0907	0.0907	NUM
aiti-4072	107	51	0.0020	0.0020	NUM
aiti-4072	107	52	16.6066	16.6066	NUM
aiti-4072	107	53	30.5767	30.5767	NUM
aiti-4072	107	54	7	7	NUM
aiti-4072	107	55	553.903	553.903	NUM
aiti-4072	107	56	0.0106	0.0106	NUM
aiti-4072	107	57	0.1570	0.1570	NUM
aiti-4072	107	58	0.0022	0.0022	NUM
aiti-4072	107	59	-0.8895	-0.8895	NOUN
aiti-4072	108	1	39.2921	39.2921	NUM
aiti-4072	108	2	8	8	NUM
aiti-4072	108	3	555.467	555.467	NUM
aiti-4072	108	4	0.0326	0.0326	NUM
aiti-4072	108	5	0.1986	0.1986	NUM
aiti-4072	108	6	0.0025	0.0025	NUM
aiti-4072	108	7	5.8971	5.8971	NUM
aiti-4072	108	8	29.7218	29.7218	NUM
aiti-4072	108	9	9	9	NUM
aiti-4072	108	10	555.347	555.347	NUM
aiti-4072	108	11	0.0292	0.0292	NUM
aiti-4072	108	12	0.1986	0.1986	NUM
aiti-4072	108	13	0.0019	0.0019	NUM
aiti-4072	108	14	7.9694	7.9694	NUM
aiti-4072	108	15	30.6632	30.6632	NUM
aiti-4072	108	16	10	10	NUM
aiti-4072	108	17	554.257	554.257	NUM
aiti-4072	108	18	0.0171	0.0171	NUM
aiti-4072	108	19	0.2194	0.2194	NUM
aiti-4072	108	20	0.0012	0.0012	NUM
aiti-4072	108	21	2.2136	2.2136	NUM
aiti-4072	108	22	35.3380	35.3380	NUM
aiti-4072	108	23	11	11	NUM
aiti-4072	108	24	554.690	554.690	NUM
aiti-4072	108	25	0.0308	0.0308	NUM
aiti-4072	108	26	0.3568	0.3568	NUM
aiti-4072	108	27	0.0019	0.0019	NUM
aiti-4072	108	28	6.5092	6.5092	NUM
aiti-4072	108	29	30.2133	30.2133	NUM
aiti-4072	108	30	12	12	NUM
aiti-4072	108	31	555.700	555.700	NUM
aiti-4072	108	32	0.0303	0.0303	NUM
aiti-4072	108	33	0.0954	0.0954	NUM
aiti-4072	108	34	0.0024	0.0024	NUM
aiti-4072	108	35	3.0181	3.0181	NUM
aiti-4072	108	36	30.3316	30.3316	NUM
aiti-4072	108	37	13	13	NUM
aiti-4072	108	38	554.380	554.380	NUM
aiti-4072	108	39	0.0081	0.0081	NUM
aiti-4072	108	40	0.1153	0.1153	NUM
aiti-4072	108	41	0.0018	0.0018	NUM
aiti-4072	108	42	4.0044	4.0044	NUM
aiti-4072	108	43	41.6647	41.6647	NUM
aiti-4072	108	44	14	14	NUM
aiti-4072	108	45	554.807	554.807	NUM
aiti-4072	108	46	0.0391	0.0391	NUM
aiti-4072	108	47	0.1069	0.1069	NUM
aiti-4072	108	48	0.0012	0.0012	NUM
aiti-4072	108	49	13.1148	13.1148	NUM
aiti-4072	108	50	28.1516	28.1516	NUM
aiti-4072	108	51	15	15	NUM
aiti-4072	108	52	555.067	555.067	NUM
aiti-4072	108	53	0.0303	0.0303	NUM
aiti-4072	108	54	0.1097	0.1097	NUM
aiti-4072	108	55	0.0024	0.0024	NUM
aiti-4072	108	56	17.8310	17.8310	NUM
aiti-4072	108	57	30.3329	30.3329	NUM
aiti-4072	108	58	16	16	NUM
aiti-4072	108	59	553.923	553.923	NUM
aiti-4072	108	60	0.0072	0.0072	NUM
aiti-4072	108	61	0.1222	0.1222	NUM
aiti-4072	108	62	0.0014	0.0014	NUM
aiti-4072	108	63	-0.6972	-0.6972	NOUN
aiti-4072	108	64	42.6330	42.6330	NUM
aiti-4072	108	65	17	17	NUM
aiti-4072	108	66	554.577	554.577	NUM
aiti-4072	108	67	0.0321	0.0321	NUM
aiti-4072	108	68	0.1914	0.1914	NUM
aiti-4072	108	69	0.0023	0.0023	NUM
aiti-4072	108	70	6.6586	6.6586	NUM
aiti-4072	108	71	29.8436	29.8436	NUM
aiti-4072	108	72	18	18	NUM
aiti-4072	108	73	554.833	554.833	NUM
aiti-4072	108	74	0.0367	0.0367	NUM
aiti-4072	108	75	0.2775	0.2775	NUM
aiti-4072	108	76	0.0024	0.0024	NUM
aiti-4072	108	77	9.7959	9.7959	NUM
aiti-4072	108	78	28.6889	28.6889	NUM
aiti-4072	108	79	19	19	NUM
aiti-4072	108	80	*	*	NUM
aiti-4072	108	81	554.767	554.767	NUM
aiti-4072	108	82	0.0282	0.0282	NUM
aiti-4072	108	83	0.1168	0.1168	NUM
aiti-4072	108	84	0.0016	0.0016	NUM
aiti-4072	108	85	11.6699	11.6699	NUM
aiti-4072	108	86	30.9735	30.9735	NUM
aiti-4072	108	87	20	20	NUM
aiti-4072	108	88	*	*	SYM
aiti-4072	108	89	555.550	555.550	NUM
aiti-4072	108	90	0.0219	0.0219	NUM
aiti-4072	108	91	0.2117	0.2117	NUM
aiti-4072	108	92	0.0012	0.0012	NUM
aiti-4072	108	93	4.5930	4.5930	NUM
aiti-4072	108	94	33.1608	33.1608	NUM
aiti-4072	108	95	21	21	NUM
aiti-4072	108	96	*	*	NUM
aiti-4072	108	97	555.107	555.107	NUM
aiti-4072	108	98	0.0408	0.0408	NUM
aiti-4072	108	99	0.1570	0.1570	NUM
aiti-4072	108	100	0.0020	0.0020	NUM
aiti-4072	108	101	14.4356	14.4356	NUM
aiti-4072	108	102	27.7712	27.7712	NUM
aiti-4072	108	103	22	22	NUM
aiti-4072	109	1	*	*	PUNCT
aiti-4072	109	2	554.740	554.740	NUM
aiti-4072	109	3	0.0359	0.0359	NUM
aiti-4072	109	4	0.1153	0.1153	NUM
aiti-4072	109	5	0.0024	0.0024	NUM
aiti-4072	109	6	10.9205	10.9205	NUM
aiti-4072	109	7	28.8752	28.8752	NUM
aiti-4072	109	8	23	23	NUM
aiti-4072	109	9	*	*	PUNCT
aiti-4072	109	10	553.997	553.997	NUM
aiti-4072	109	11	0.0074	0.0074	NUM
aiti-4072	109	12	0.2084	0.2084	NUM
aiti-4072	109	13	0.0019	0.0019	NUM
aiti-4072	109	14	-0.2124	-0.2124	NOUN
aiti-4072	109	15	42.3435	42.3435	NUM
aiti-4072	109	16	fig	fig	NOUN
aiti-4072	109	17	.	.	PUNCT
aiti-4072	110	1	3	3	NUM
aiti-4072	110	2	the	the	DET
aiti-4072	110	3	experimental	experimental	ADJ
aiti-4072	110	4	product	product	NOUN
aiti-4072	110	5	3.2	3.2	NUM
aiti-4072	110	6	.	.	PUNCT
aiti-4072	111	1	variation	variation	NOUN
aiti-4072	111	2	of	of	ADP
aiti-4072	111	3	ph	ph	ADJ
aiti-4072	111	4	value	value	NOUN
aiti-4072	111	5	in	in	ADP
aiti-4072	111	6	the	the	DET
aiti-4072	111	7	water	water	NOUN
aiti-4072	111	8	storage	storage	NOUN
aiti-4072	111	9	tank	tank	NOUN
aiti-4072	111	10	this	this	DET
aiti-4072	111	11	study	study	NOUN
aiti-4072	111	12	aims	aim	VERB
aiti-4072	111	13	to	to	PART
aiti-4072	111	14	find	find	VERB
aiti-4072	111	15	an	an	DET
aiti-4072	111	16	optimal	optimal	ADJ
aiti-4072	111	17	combination	combination	NOUN
aiti-4072	111	18	of	of	ADP
aiti-4072	111	19	process	process	NOUN
aiti-4072	111	20	parameters	parameter	NOUN
aiti-4072	111	21	that	that	PRON
aiti-4072	111	22	meet	meet	VERB
aiti-4072	111	23	the	the	DET
aiti-4072	111	24	multi	multi	ADJ
aiti-4072	111	25	-	-	ADJ
aiti-4072	111	26	objective	objective	ADJ
aiti-4072	111	27	quality	quality	NOUN
aiti-4072	111	28	.	.	PUNCT
aiti-4072	112	1	however	however	ADV
aiti-4072	112	2	,	,	PUNCT
aiti-4072	112	3	taguchi	taguchi	PROPN
aiti-4072	112	4	’s	’s	PART
aiti-4072	112	5	experimental	experimental	ADJ
aiti-4072	112	6	design	design	NOUN
aiti-4072	112	7	belongs	belong	VERB
aiti-4072	112	8	to	to	ADP
aiti-4072	112	9	a	a	DET
aiti-4072	112	10	single	single	ADJ
aiti-4072	112	11	quality	quality	NOUN
aiti-4072	112	12	response	response	NOUN
aiti-4072	112	13	and	and	CCONJ
aiti-4072	112	14	discrete	discrete	ADJ
aiti-4072	112	15	optimization	optimization	NOUN
aiti-4072	112	16	method	method	NOUN
aiti-4072	112	17	,	,	PUNCT
aiti-4072	112	18	and	and	CCONJ
aiti-4072	112	19	only	only	ADV
aiti-4072	112	20	can	can	AUX
aiti-4072	112	21	derive	derive	VERB
aiti-4072	112	22	local	local	ADJ
aiti-4072	112	23	advances	advance	NOUN
aiti-4072	112	24	in	in	ADP
aiti-4072	112	25	technology	technology	NOUN
aiti-4072	112	26	innovation	innovation	NOUN
aiti-4072	112	27	,	,	PUNCT
aiti-4072	112	28	vol	vol	NOUN
aiti-4072	112	29	.	.	PROPN
aiti-4072	112	30	4	4	NUM
aiti-4072	112	31	,	,	PUNCT
aiti-4072	112	32	no	no	INTJ
aiti-4072	112	33	.	.	NOUN
aiti-4072	112	34	4	4	NUM
aiti-4072	112	35	,	,	PUNCT
aiti-4072	112	36	2019	2019	NUM
aiti-4072	112	37	,	,	PUNCT
aiti-4072	112	38	pp	pp	ADJ
aiti-4072	112	39	.	.	PUNCT
aiti-4072	113	1	211	211	NUM
aiti-4072	113	2	-	-	SYM
aiti-4072	113	3	221	221	NUM
aiti-4072	113	4	216	216	NUM
aiti-4072	113	5	optimal	optimal	ADJ
aiti-4072	113	6	solution	solution	NOUN
aiti-4072	113	7	of	of	ADP
aiti-4072	113	8	pre	pre	ADJ
aiti-4072	113	9	-	-	ADJ
aiti-4072	113	10	selected	select	VERB
aiti-4072	113	11	parameter	parameter	NOUN
aiti-4072	113	12	level	level	NOUN
aiti-4072	113	13	value	value	NOUN
aiti-4072	113	14	for	for	ADP
aiti-4072	113	15	a	a	DET
aiti-4072	113	16	single	single	ADJ
aiti-4072	113	17	quality	quality	NOUN
aiti-4072	113	18	characteristic	characteristic	NOUN
aiti-4072	113	19	.	.	PUNCT
aiti-4072	114	1	therefore	therefore	ADV
aiti-4072	114	2	,	,	PUNCT
aiti-4072	114	3	it	it	PRON
aiti-4072	114	4	is	be	AUX
aiti-4072	114	5	necessary	necessary	ADJ
aiti-4072	114	6	to	to	PART
aiti-4072	114	7	first	first	ADV
aiti-4072	114	8	transform	transform	VERB
aiti-4072	114	9	and	and	CCONJ
aiti-4072	114	10	integrate	integrate	VERB
aiti-4072	114	11	the	the	DET
aiti-4072	114	12	problem	problem	NOUN
aiti-4072	114	13	of	of	ADP
aiti-4072	114	14	multiple	multiple	ADJ
aiti-4072	114	15	quality	quality	NOUN
aiti-4072	114	16	objectives	objective	NOUN
aiti-4072	114	17	of	of	ADP
aiti-4072	114	18	diameter	diameter	NOUN
aiti-4072	114	19	and	and	CCONJ
aiti-4072	114	20	thickness	thickness	NOUN
aiti-4072	114	21	deviation	deviation	NOUN
aiti-4072	114	22	into	into	ADP
aiti-4072	114	23	a	a	DET
aiti-4072	114	24	problem	problem	NOUN
aiti-4072	114	25	of	of	ADP
aiti-4072	114	26	single	single	ADJ
aiti-4072	114	27	quality	quality	NOUN
aiti-4072	114	28	objective	objective	NOUN
aiti-4072	114	29	,	,	PUNCT
aiti-4072	114	30	and	and	CCONJ
aiti-4072	114	31	then	then	ADV
aiti-4072	114	32	to	to	PART
aiti-4072	114	33	conduct	conduct	VERB
aiti-4072	114	34	subsequent	subsequent	ADJ
aiti-4072	114	35	data	datum	NOUN
aiti-4072	114	36	analysis	analysis	NOUN
aiti-4072	114	37	based	base	VERB
aiti-4072	114	38	on	on	ADP
aiti-4072	114	39	the	the	DET
aiti-4072	114	40	experimental	experimental	ADJ
aiti-4072	114	41	data	datum	NOUN
aiti-4072	114	42	.	.	PUNCT
aiti-4072	115	1	data	datum	NOUN
aiti-4072	115	2	analysis	analysis	NOUN
aiti-4072	115	3	includes	include	VERB
aiti-4072	115	4	factor	factor	NOUN
aiti-4072	115	5	response	response	NOUN
aiti-4072	115	6	analysis	analysis	NOUN
aiti-4072	115	7	and	and	CCONJ
aiti-4072	115	8	anova	anova	X
aiti-4072	115	9	in	in	ADP
aiti-4072	115	10	order	order	NOUN
aiti-4072	115	11	to	to	PART
aiti-4072	115	12	understand	understand	VERB
aiti-4072	115	13	the	the	DET
aiti-4072	115	14	relationships	relationship	NOUN
aiti-4072	115	15	between	between	ADP
aiti-4072	115	16	experimental	experimental	ADJ
aiti-4072	115	17	control	control	NOUN
aiti-4072	115	18	factor	factor	NOUN
aiti-4072	115	19	pairs	pair	NOUN
aiti-4072	115	20	of	of	ADP
aiti-4072	115	21	s	s	NOUN
aiti-4072	115	22	/	/	SYM
aiti-4072	115	23	n	n	NOUN
aiti-4072	115	24	ratio	ratio	NOUN
aiti-4072	115	25	and	and	CCONJ
aiti-4072	115	26	quality	quality	NOUN
aiti-4072	115	27	characteristics	characteristic	NOUN
aiti-4072	115	28	.	.	PUNCT
aiti-4072	116	1	s	s	X
aiti-4072	116	2	/	/	SYM
aiti-4072	116	3	n	n	CCONJ
aiti-4072	116	4	ratio	ratio	NOUN
aiti-4072	116	5	response	response	NOUN
aiti-4072	116	6	chart	chart	NOUN
aiti-4072	116	7	can	can	AUX
aiti-4072	116	8	identify	identify	VERB
aiti-4072	116	9	important	important	ADJ
aiti-4072	116	10	control	control	NOUN
aiti-4072	116	11	factors	factor	NOUN
aiti-4072	116	12	with	with	ADP
aiti-4072	116	13	more	more	ADV
aiti-4072	116	14	significant	significant	ADJ
aiti-4072	116	15	effects	effect	NOUN
aiti-4072	116	16	on	on	ADP
aiti-4072	116	17	s	s	NOUN
aiti-4072	116	18	/	/	SYM
aiti-4072	116	19	n	n	PRON
aiti-4072	116	20	ratios	ratio	NOUN
aiti-4072	116	21	,	,	PUNCT
aiti-4072	116	22	while	while	SCONJ
aiti-4072	116	23	the	the	DET
aiti-4072	116	24	use	use	NOUN
aiti-4072	116	25	of	of	ADP
aiti-4072	116	26	quality	quality	NOUN
aiti-4072	116	27	characteristics	characteristic	NOUN
aiti-4072	116	28	response	response	NOUN
aiti-4072	116	29	chart	chart	NOUN
aiti-4072	116	30	can	can	AUX
aiti-4072	116	31	screen	screen	VERB
aiti-4072	116	32	control	control	NOUN
aiti-4072	116	33	factors	factor	NOUN
aiti-4072	116	34	with	with	ADP
aiti-4072	116	35	more	more	ADV
aiti-4072	116	36	significant	significant	ADJ
aiti-4072	116	37	effects	effect	NOUN
aiti-4072	116	38	on	on	ADP
aiti-4072	116	39	quality	quality	NOUN
aiti-4072	116	40	characteristics	characteristic	NOUN
aiti-4072	116	41	.	.	PUNCT
aiti-4072	117	1	the	the	DET
aiti-4072	117	2	taguchi	taguchi	PROPN
aiti-4072	117	3	optimization	optimization	NOUN
aiti-4072	117	4	process	process	NOUN
aiti-4072	117	5	parameter	parameter	NOUN
aiti-4072	117	6	combination	combination	NOUN
aiti-4072	117	7	can	can	AUX
aiti-4072	117	8	be	be	AUX
aiti-4072	117	9	used	use	VERB
aiti-4072	117	10	as	as	ADP
aiti-4072	117	11	the	the	DET
aiti-4072	117	12	initial	initial	ADJ
aiti-4072	117	13	value	value	NOUN
aiti-4072	117	14	for	for	ADP
aiti-4072	117	15	subsequent	subsequent	ADJ
aiti-4072	117	16	optimization	optimization	NOUN
aiti-4072	117	17	,	,	PUNCT
aiti-4072	117	18	while	while	SCONJ
aiti-4072	117	19	the	the	DET
aiti-4072	117	20	significant	significant	ADJ
aiti-4072	117	21	control	control	NOUN
aiti-4072	117	22	factors	factor	NOUN
aiti-4072	117	23	found	find	VERB
aiti-4072	117	24	by	by	ADP
aiti-4072	117	25	factor	factor	NOUN
aiti-4072	117	26	response	response	NOUN
aiti-4072	117	27	analysis	analysis	NOUN
aiti-4072	117	28	and	and	CCONJ
aiti-4072	117	29	anova	anova	PROPN
aiti-4072	117	30	are	be	AUX
aiti-4072	117	31	chosen	choose	VERB
aiti-4072	117	32	as	as	ADP
aiti-4072	117	33	the	the	DET
aiti-4072	117	34	basis	basis	NOUN
aiti-4072	117	35	for	for	ADP
aiti-4072	117	36	adjusting	adjust	VERB
aiti-4072	117	37	the	the	DET
aiti-4072	117	38	process	process	NOUN
aiti-4072	117	39	parameters	parameter	NOUN
aiti-4072	117	40	for	for	ADP
aiti-4072	117	41	subsequent	subsequent	ADJ
aiti-4072	117	42	optimization	optimization	NOUN
aiti-4072	117	43	.	.	PUNCT
aiti-4072	118	1	the	the	DET
aiti-4072	118	2	method	method	NOUN
aiti-4072	118	3	is	be	AUX
aiti-4072	118	4	to	to	PART
aiti-4072	118	5	integrate	integrate	VERB
aiti-4072	118	6	the	the	DET
aiti-4072	118	7	individual	individual	ADJ
aiti-4072	118	8	offsets	offset	NOUN
aiti-4072	118	9	of	of	ADP
aiti-4072	118	10	the	the	DET
aiti-4072	118	11	quality	quality	NOUN
aiti-4072	118	12	characteristics	characteristic	NOUN
aiti-4072	118	13	of	of	ADP
aiti-4072	118	14	the	the	DET
aiti-4072	118	15	diameter	diameter	NOUN
aiti-4072	118	16	and	and	CCONJ
aiti-4072	118	17	thickness	thickness	NOUN
aiti-4072	118	18	deviation	deviation	NOUN
aiti-4072	118	19	into	into	ADP
aiti-4072	118	20	a	a	DET
aiti-4072	118	21	total	total	ADJ
aiti-4072	118	22	offset	offset	NOUN
aiti-4072	118	23	to	to	PART
aiti-4072	118	24	achieve	achieve	VERB
aiti-4072	118	25	a	a	DET
aiti-4072	118	26	single	single	ADJ
aiti-4072	118	27	target	target	NOUN
aiti-4072	118	28	quality	quality	NOUN
aiti-4072	118	29	.	.	PUNCT
aiti-4072	119	1	the	the	DET
aiti-4072	119	2	calculation	calculation	NOUN
aiti-4072	119	3	of	of	ADP
aiti-4072	119	4	the	the	DET
aiti-4072	119	5	integrated	integrate	VERB
aiti-4072	119	6	diameter	diameter	NOUN
aiti-4072	119	7	and	and	CCONJ
aiti-4072	119	8	thickness	thickness	NOUN
aiti-4072	119	9	deviation	deviation	NOUN
aiti-4072	119	10	into	into	ADP
aiti-4072	119	11	a	a	DET
aiti-4072	119	12	single	single	ADJ
aiti-4072	119	13	target	target	NOUN
aiti-4072	119	14	quality	quality	NOUN
aiti-4072	119	15	is	be	AUX
aiti-4072	119	16	as	as	SCONJ
aiti-4072	119	17	follows	follow	VERB
aiti-4072	119	18	[	[	X
aiti-4072	119	19	15	15	NUM
aiti-4072	119	20	]	]	NUM
aiti-4072	119	21	:	:	PUNCT
aiti-4072	119	22	(	(	PUNCT
aiti-4072	119	23	1	1	X
aiti-4072	119	24	)	)	PUNCT
aiti-4072	119	25	the	the	DET
aiti-4072	119	26	calculation	calculation	NOUN
aiti-4072	119	27	of	of	ADP
aiti-4072	119	28	the	the	DET
aiti-4072	119	29	total	total	ADJ
aiti-4072	119	30	offset	offset	NOUN
aiti-4072	119	31	taking	take	VERB
aiti-4072	119	32	the	the	DET
aiti-4072	119	33	taguchi	taguchi	PROPN
aiti-4072	119	34	experimental	experimental	ADJ
aiti-4072	119	35	product	product	NOUN
aiti-4072	119	36	as	as	ADP
aiti-4072	119	37	an	an	DET
aiti-4072	119	38	example	example	NOUN
aiti-4072	119	39	,	,	PUNCT
aiti-4072	119	40	the	the	DET
aiti-4072	119	41	diameter	diameter	NOUN
aiti-4072	119	42	size	size	NOUN
aiti-4072	119	43	of	of	ADP
aiti-4072	119	44	the	the	DET
aiti-4072	119	45	experimental	experimental	ADJ
aiti-4072	119	46	product	product	NOUN
aiti-4072	119	47	is	be	AUX
aiti-4072	119	48	measured	measure	VERB
aiti-4072	119	49	as	as	ADP
aiti-4072	119	50	x	x	X
aiti-4072	119	51	,	,	PUNCT
aiti-4072	119	52	and	and	CCONJ
aiti-4072	119	53	the	the	DET
aiti-4072	119	54	target	target	NOUN
aiti-4072	119	55	value	value	NOUN
aiti-4072	119	56	of	of	ADP
aiti-4072	119	57	the	the	DET
aiti-4072	119	58	quality	quality	NOUN
aiti-4072	119	59	characteristic	characteristic	NOUN
aiti-4072	119	60	is	be	AUX
aiti-4072	119	61	555μm	555μm	PROPN
aiti-4072	119	62	,	,	PUNCT
aiti-4072	119	63	so	so	ADV
aiti-4072	119	64	the	the	DET
aiti-4072	119	65	diameter	diameter	NOUN
aiti-4072	119	66	offset	offset	NOUN
aiti-4072	119	67	is	be	AUX
aiti-4072	119	68	x-555μm	x-555μm	PROPN
aiti-4072	119	69	;	;	PUNCT
aiti-4072	119	70	the	the	DET
aiti-4072	119	71	thickness	thickness	NOUN
aiti-4072	119	72	deviation	deviation	NOUN
aiti-4072	119	73	measurement	measurement	NOUN
aiti-4072	119	74	is	be	AUX
aiti-4072	119	75	y	y	PROPN
aiti-4072	119	76	,	,	PUNCT
aiti-4072	119	77	and	and	CCONJ
aiti-4072	119	78	the	the	DET
aiti-4072	119	79	target	target	NOUN
aiti-4072	119	80	value	value	NOUN
aiti-4072	119	81	of	of	ADP
aiti-4072	119	82	the	the	DET
aiti-4072	119	83	quality	quality	NOUN
aiti-4072	119	84	characteristic	characteristic	NOUN
aiti-4072	119	85	is	be	AUX
aiti-4072	119	86	0	0	NUM
aiti-4072	119	87	%	%	NOUN
aiti-4072	119	88	,	,	PUNCT
aiti-4072	119	89	so	so	CCONJ
aiti-4072	119	90	the	the	DET
aiti-4072	119	91	measured	measure	VERB
aiti-4072	119	92	value	value	NOUN
aiti-4072	119	93	is	be	AUX
aiti-4072	119	94	the	the	DET
aiti-4072	119	95	thickness	thickness	NOUN
aiti-4072	119	96	deviation	deviation	NOUN
aiti-4072	119	97	offset	offset	VERB
aiti-4072	119	98	.	.	PUNCT
aiti-4072	120	1	thus	thus	ADV
aiti-4072	120	2	,	,	PUNCT
aiti-4072	120	3	the	the	DET
aiti-4072	120	4	same	same	ADJ
aiti-4072	120	5	measurement	measurement	NOUN
aiti-4072	120	6	unit	unit	NOUN
aiti-4072	120	7	(	(	PUNCT
aiti-4072	120	8	x-555	x-555	PROPN
aiti-4072	120	9	)	)	PUNCT
aiti-4072	120	10	and	and	CCONJ
aiti-4072	120	11	y	y	PROPN
aiti-4072	120	12	are	be	AUX
aiti-4072	120	13	assumed	assume	VERB
aiti-4072	120	14	to	to	PART
aiti-4072	120	15	be	be	AUX
aiti-4072	120	16	two	two	NUM
aiti-4072	120	17	vectors	vector	NOUN
aiti-4072	120	18	,	,	PUNCT
aiti-4072	120	19	so	so	SCONJ
aiti-4072	120	20	the	the	DET
aiti-4072	120	21	vector	vector	NOUN
aiti-4072	120	22	sum	sum	NOUN
aiti-4072	120	23	z	z	PROPN
aiti-4072	120	24	is	be	AUX
aiti-4072	120	25	its	its	PRON
aiti-4072	120	26	total	total	ADJ
aiti-4072	120	27	offset	offset	NOUN
aiti-4072	120	28	.	.	PUNCT
aiti-4072	121	1	the	the	DET
aiti-4072	121	2	calculation	calculation	NOUN
aiti-4072	121	3	is	be	AUX
aiti-4072	121	4	as	as	SCONJ
aiti-4072	121	5	follows	follow	VERB
aiti-4072	121	6	:	:	PUNCT
aiti-4072	122	1	total	total	ADJ
aiti-4072	122	2	offset	offset	NOUN
aiti-4072	122	3	z	z	NOUN
aiti-4072	122	4	=	=	SYM
aiti-4072	122	5	(	(	PUNCT
aiti-4072	122	6	(	(	PUNCT
aiti-4072	122	7	x	x	NOUN
aiti-4072	122	8	555	555	NUM
aiti-4072	122	9	)	)	PUNCT
aiti-4072	122	10	2	2	NUM
aiti-4072	123	1	+	+	NOUN
aiti-4072	123	2	y	y	PROPN
aiti-4072	123	3	2	2	NUM
aiti-4072	123	4	)	)	PUNCT
aiti-4072	123	5	1/2	1/2	NUM
aiti-4072	123	6	(	(	PUNCT
aiti-4072	123	7	5	5	NUM
aiti-4072	123	8	)	)	PUNCT
aiti-4072	123	9	(	(	PUNCT
aiti-4072	123	10	2	2	X
aiti-4072	123	11	)	)	PUNCT
aiti-4072	123	12	the	the	DET
aiti-4072	123	13	calculation	calculation	NOUN
aiti-4072	123	14	of	of	ADP
aiti-4072	123	15	the	the	DET
aiti-4072	123	16	total	total	ADJ
aiti-4072	123	17	standard	standard	ADJ
aiti-4072	123	18	deviation	deviation	NOUN
aiti-4072	123	19	in	in	ADP
aiti-4072	123	20	the	the	DET
aiti-4072	123	21	taguchi	taguchi	PROPN
aiti-4072	123	22	experiment	experiment	NOUN
aiti-4072	123	23	,	,	PUNCT
aiti-4072	123	24	if	if	SCONJ
aiti-4072	123	25	the	the	DET
aiti-4072	123	26	standard	standard	ADJ
aiti-4072	123	27	deviation	deviation	NOUN
aiti-4072	123	28	of	of	ADP
aiti-4072	123	29	a	a	DET
aiti-4072	123	30	certain	certain	ADJ
aiti-4072	123	31	group	group	NOUN
aiti-4072	123	32	of	of	ADP
aiti-4072	123	33	diameter	diameter	NOUN
aiti-4072	123	34	is	be	AUX
aiti-4072	123	35	σ(x	σ(x	PROPN
aiti-4072	123	36	)	)	PUNCT
aiti-4072	123	37	,	,	PUNCT
aiti-4072	123	38	and	and	CCONJ
aiti-4072	123	39	the	the	DET
aiti-4072	123	40	standard	standard	ADJ
aiti-4072	123	41	deviation	deviation	NOUN
aiti-4072	123	42	of	of	ADP
aiti-4072	123	43	thickness	thickness	NOUN
aiti-4072	123	44	is	be	AUX
aiti-4072	123	45	σ(y	σ(y	NOUN
aiti-4072	123	46	)	)	PUNCT
aiti-4072	123	47	,	,	PUNCT
aiti-4072	123	48	then	then	ADV
aiti-4072	123	49	the	the	DET
aiti-4072	123	50	total	total	ADJ
aiti-4072	123	51	standard	standard	ADJ
aiti-4072	123	52	deviation	deviation	NOUN
aiti-4072	123	53	σ(x+y	σ(x+y	NOUN
aiti-4072	123	54	)	)	PUNCT
aiti-4072	123	55	is	be	AUX
aiti-4072	123	56	as	as	SCONJ
aiti-4072	123	57	follows	follow	VERB
aiti-4072	123	58	2	2	NUM
aiti-4072	123	59	2	2	NUM
aiti-4072	123	60	(	(	PUNCT
aiti-4072	123	61	x	x	NOUN
aiti-4072	123	62	y	y	NOUN
aiti-4072	123	63	)	)	PUNCT
aiti-4072	123	64	(	(	PUNCT
aiti-4072	123	65	x	x	X
aiti-4072	123	66	)	)	PUNCT
aiti-4072	123	67	(	(	PUNCT
aiti-4072	123	68	y	y	NOUN
aiti-4072	123	69	)	)	PUNCT
aiti-4072	123	70	2	2	NUM
aiti-4072	123	71	cov(x	cov(x	PROPN
aiti-4072	123	72	,	,	PUNCT
aiti-4072	123	73	y)	y)	PROPN
aiti-4072	123	74			PROPN
aiti-4072	123	75			NOUN
aiti-4072	123	76			NUM
aiti-4072	123	77			PROPN
aiti-4072	123	78			PUNCT
aiti-4072	123	79			PROPN
aiti-4072	123	80	(	(	PUNCT
aiti-4072	123	81	6	6	NUM
aiti-4072	123	82	)	)	PUNCT
aiti-4072	123	83	(	(	PUNCT
aiti-4072	123	84	3	3	X
aiti-4072	123	85	)	)	PUNCT
aiti-4072	123	86	conduct	conduct	NOUN
aiti-4072	123	87	factors	factor	NOUN
aiti-4072	123	88	response	response	NOUN
aiti-4072	123	89	analysis	analysis	NOUN
aiti-4072	123	90	via	via	ADP
aiti-4072	123	91	anova	anova	PROPN
aiti-4072	123	92	and	and	CCONJ
aiti-4072	123	93	main	main	ADJ
aiti-4072	123	94	effects	effect	NOUN
aiti-4072	123	95	plot	plot	VERB
aiti-4072	123	96	the	the	DET
aiti-4072	123	97	s	s	PROPN
aiti-4072	123	98	/	/	SYM
aiti-4072	123	99	n	n	NOUN
aiti-4072	123	100	ratio	ratio	NOUN
aiti-4072	123	101	response	response	NOUN
aiti-4072	123	102	factor	factor	NOUN
aiti-4072	123	103	table	table	NOUN
aiti-4072	123	104	of	of	ADP
aiti-4072	123	105	integrating	integrate	VERB
aiti-4072	123	106	into	into	ADP
aiti-4072	123	107	a	a	DET
aiti-4072	123	108	single	single	ADJ
aiti-4072	123	109	quality	quality	NOUN
aiti-4072	123	110	and	and	CCONJ
aiti-4072	123	111	the	the	DET
aiti-4072	123	112	main	main	ADJ
aiti-4072	123	113	effects	effect	NOUN
aiti-4072	123	114	plot	plot	NOUN
aiti-4072	123	115	for	for	ADP
aiti-4072	123	116	s	s	PROPN
aiti-4072	123	117	/	/	SYM
aiti-4072	123	118	n	n	PRON
aiti-4072	123	119	ratios	ratio	NOUN
aiti-4072	123	120	of	of	ADP
aiti-4072	123	121	total	total	ADJ
aiti-4072	123	122	bias	bias	NOUN
aiti-4072	123	123	are	be	AUX
aiti-4072	123	124	demonstrated	demonstrate	VERB
aiti-4072	123	125	in	in	ADP
aiti-4072	123	126	the	the	DET
aiti-4072	123	127	study	study	NOUN
aiti-4072	123	128	.	.	PUNCT
aiti-4072	124	1	the	the	DET
aiti-4072	124	2	factor	factor	NOUN
aiti-4072	124	3	response	response	NOUN
aiti-4072	124	4	chart	chart	PROPN
aiti-4072	124	5	shows	show	VERB
aiti-4072	124	6	that	that	SCONJ
aiti-4072	124	7	a	a	DET
aiti-4072	124	8	set	set	NOUN
aiti-4072	124	9	of	of	ADP
aiti-4072	124	10	taguchi	taguchi	PROPN
aiti-4072	124	11	optimal	optimal	ADJ
aiti-4072	124	12	process	process	NOUN
aiti-4072	124	13	parameter	parameter	NOUN
aiti-4072	124	14	combination	combination	NOUN
aiti-4072	124	15	can	can	AUX
aiti-4072	124	16	be	be	AUX
aiti-4072	124	17	obtained	obtain	VERB
aiti-4072	124	18	to	to	PART
aiti-4072	124	19	meet	meet	VERB
aiti-4072	124	20	the	the	DET
aiti-4072	124	21	multiple	multiple	ADJ
aiti-4072	124	22	quality	quality	NOUN
aiti-4072	124	23	characteristics	characteristic	NOUN
aiti-4072	124	24	.	.	PUNCT
aiti-4072	125	1	this	this	DET
aiti-4072	125	2	study	study	NOUN
aiti-4072	125	3	will	will	AUX
aiti-4072	125	4	denote	denote	VERB
aiti-4072	125	5	the	the	DET
aiti-4072	125	6	minimum	minimum	ADJ
aiti-4072	125	7	process	process	NOUN
aiti-4072	125	8	variation	variation	NOUN
aiti-4072	125	9	and	and	CCONJ
aiti-4072	125	10	optimal	optimal	ADJ
aiti-4072	125	11	quality	quality	NOUN
aiti-4072	125	12	characteristic	characteristic	NOUN
aiti-4072	125	13	,	,	PUNCT
aiti-4072	125	14	and	and	CCONJ
aiti-4072	125	15	the	the	DET
aiti-4072	125	16	optimal	optimal	ADJ
aiti-4072	125	17	parameter	parameter	NOUN
aiti-4072	125	18	combination	combination	NOUN
aiti-4072	125	19	of	of	ADP
aiti-4072	125	20	taguchi	taguchi	PROPN
aiti-4072	125	21	experiment	experiment	PROPN
aiti-4072	125	22	and	and	CCONJ
aiti-4072	125	23	anova	anova	PROPN
aiti-4072	125	24	.	.	PUNCT
aiti-4072	125	25	table	table	NOUN
aiti-4072	125	26	3	3	NUM
aiti-4072	125	27	anova	anova	X
aiti-4072	125	28	of	of	ADP
aiti-4072	125	29	the	the	DET
aiti-4072	125	30	total	total	ADJ
aiti-4072	125	31	offset	offset	VERB
aiti-4072	125	32	quality	quality	NOUN
aiti-4072	125	33	characteristics	characteristic	NOUN
aiti-4072	125	34	df	df	PROPN
aiti-4072	125	35	seq	seq	PROPN
aiti-4072	125	36	ss	ss	PROPN
aiti-4072	125	37	adj	adj	PROPN
aiti-4072	125	38	ss	ss	PROPN
aiti-4072	125	39	adj	adj	PROPN
aiti-4072	125	40	ms	ms	PROPN
aiti-4072	125	41	f	f	PROPN
aiti-4072	125	42	p	p	PROPN
aiti-4072	125	43	contribution	contribution	NOUN
aiti-4072	125	44	significant	significant	ADJ
aiti-4072	125	45	tl	tl	PROPN
aiti-4072	125	46	1	1	NUM
aiti-4072	125	47	0.00999	0.00999	NUM
aiti-4072	125	48	0.00999	0.00999	NUM
aiti-4072	125	49	0.00999	0.00999	NUM
aiti-4072	125	50	0.34	0.34	NUM
aiti-4072	125	51	0.578	0.578	NUM
aiti-4072	125	52	0.64	0.64	NUM
aiti-4072	125	53	%	%	NOUN
aiti-4072	125	54	no	no	DET
aiti-4072	125	55	cd	cd	NOUN
aiti-4072	125	56	2	2	NUM
aiti-4072	125	57	0.39617	0.39617	NUM
aiti-4072	125	58	0.39617	0.39617	NUM
aiti-4072	125	59	0.19808	0.19808	NUM
aiti-4072	125	60	6.67	6.67	NUM
aiti-4072	125	61	0.020	0.020	NUM
aiti-4072	125	62	25.40	25.40	NUM
aiti-4072	125	63	%	%	NOUN
aiti-4072	126	1	yes	yes	INTJ
aiti-4072	126	2	cs	cs	PROPN
aiti-4072	126	3	2	2	NUM
aiti-4072	126	4	0.78652	0.78652	NUM
aiti-4072	126	5	0.78652	0.78652	NUM
aiti-4072	126	6	0.39326	0.39326	NUM
aiti-4072	126	7	13.24	13.24	NUM
aiti-4072	126	8	0.003	0.003	NUM
aiti-4072	126	9	50.42	50.42	NUM
aiti-4072	126	10	%	%	NOUN
aiti-4072	126	11	yes	yes	INTJ
aiti-4072	126	12	dac	dac	NOUN
aiti-4072	126	13	2	2	NUM
aiti-4072	126	14	0.07188	0.07188	NUM
aiti-4072	126	15	0.07188	0.07188	NUM
aiti-4072	126	16	0.03594	0.03594	NUM
aiti-4072	126	17	1.21	1.21	NUM
aiti-4072	126	18	0.347	0.347	NUM
aiti-4072	126	19	4.61	4.61	NUM
aiti-4072	126	20	%	%	NOUN
aiti-4072	126	21	no	no	NOUN
aiti-4072	126	22	or	or	CCONJ
aiti-4072	126	23	2	2	NUM
aiti-4072	126	24	0.05761	0.05761	NUM
aiti-4072	126	25	0.05761	0.05761	NUM
aiti-4072	126	26	0.02880	0.02880	NUM
aiti-4072	126	27	0.97	0.97	NUM
aiti-4072	126	28	0.420	0.420	NUM
aiti-4072	126	29	3.69	3.69	NUM
aiti-4072	126	30	%	%	NOUN
aiti-4072	126	31	no	no	DET
aiti-4072	126	32	error	error	NOUN
aiti-4072	126	33	8	8	NUM
aiti-4072	126	34	0.23764	0.23764	NUM
aiti-4072	126	35	0.23764	0.23764	NUM
aiti-4072	126	36	0.02971	0.02971	NUM
aiti-4072	126	37	15.24	15.24	NUM
aiti-4072	126	38	%	%	NOUN
aiti-4072	126	39	total	total	NOUN
aiti-4072	126	40	17	17	NUM
aiti-4072	126	41	1.55980	1.55980	NUM
aiti-4072	126	42	s	s	NOUN
aiti-4072	126	43	=	=	NOUN
aiti-4072	126	44	0.172352	0.172352	NUM
aiti-4072	126	45	,	,	PUNCT
aiti-4072	126	46	r	r	NOUN
aiti-4072	126	47	-	-	PUNCT
aiti-4072	126	48	sq	sq	INTJ
aiti-4072	126	49	=	=	NOUN
aiti-4072	126	50	84.76	84.76	NUM
aiti-4072	126	51	%	%	NOUN
aiti-4072	126	52	,	,	PUNCT
aiti-4072	126	53	r	r	NOUN
aiti-4072	126	54	-	-	PUNCT
aiti-4072	126	55	sq(adj	sq(adj	NOUN
aiti-4072	126	56	)	)	PUNCT
aiti-4072	126	57	=	=	PUNCT
aiti-4072	127	1	67.62	67.62	NUM
aiti-4072	127	2	%	%	NOUN
aiti-4072	127	3	this	this	DET
aiti-4072	127	4	integrated	integrated	ADJ
aiti-4072	127	5	diameter	diameter	NOUN
aiti-4072	127	6	and	and	CCONJ
aiti-4072	127	7	thickness	thickness	NOUN
aiti-4072	127	8	deviation	deviation	NOUN
aiti-4072	127	9	offset	offset	NOUN
aiti-4072	127	10	becomes	become	VERB
aiti-4072	127	11	the	the	DET
aiti-4072	127	12	total	total	ADJ
aiti-4072	127	13	offset	offset	NOUN
aiti-4072	127	14	,	,	PUNCT
aiti-4072	127	15	which	which	PRON
aiti-4072	127	16	is	be	AUX
aiti-4072	127	17	a	a	DET
aiti-4072	127	18	quality	quality	NOUN
aiti-4072	127	19	characteristic	characteristic	NOUN
aiti-4072	127	20	of	of	ADP
aiti-4072	127	21	single	single	ADJ
aiti-4072	127	22	target	target	NOUN
aiti-4072	127	23	quality	quality	NOUN
aiti-4072	127	24	.	.	PUNCT
aiti-4072	128	1	since	since	SCONJ
aiti-4072	128	2	the	the	DET
aiti-4072	128	3	smaller	small	ADJ
aiti-4072	128	4	the	the	DET
aiti-4072	128	5	value	value	NOUN
aiti-4072	128	6	is	be	AUX
aiti-4072	128	7	,	,	PUNCT
aiti-4072	128	8	the	the	PRON
aiti-4072	128	9	better	well	ADJ
aiti-4072	128	10	the	the	DET
aiti-4072	128	11	result	result	NOUN
aiti-4072	128	12	will	will	AUX
aiti-4072	128	13	be	be	AUX
aiti-4072	128	14	,	,	PUNCT
aiti-4072	128	15	the	the	DET
aiti-4072	128	16	s	s	PROPN
aiti-4072	128	17	/	/	SYM
aiti-4072	128	18	n	n	NOUN
aiti-4072	128	19	ratio	ratio	NOUN
aiti-4072	128	20	chooses	choose	VERB
aiti-4072	128	21	the	the	DET
aiti-4072	128	22	smaller	small	ADJ
aiti-4072	128	23	-	-	PUNCT
aiti-4072	128	24	the	the	PRON
aiti-4072	128	25	-	-	PUNCT
aiti-4072	128	26	better	well	ADJ
aiti-4072	128	27	formula	formula	NOUN
aiti-4072	128	28	.	.	PUNCT
aiti-4072	129	1	for	for	ADP
aiti-4072	129	2	the	the	DET
aiti-4072	129	3	anova	anova	PROPN
aiti-4072	129	4	of	of	ADP
aiti-4072	129	5	the	the	DET
aiti-4072	129	6	total	total	ADJ
aiti-4072	129	7	offset	offset	NOUN
aiti-4072	129	8	of	of	ADP
aiti-4072	129	9	quality	quality	NOUN
aiti-4072	129	10	characteristics	characteristic	NOUN
aiti-4072	129	11	,	,	PUNCT
aiti-4072	129	12	the	the	DET
aiti-4072	129	13	significant	significant	ADJ
aiti-4072	129	14	influence	influence	NOUN
aiti-4072	129	15	factors	factor	NOUN
aiti-4072	129	16	are	be	AUX
aiti-4072	129	17	selected	select	VERB
aiti-4072	129	18	according	accord	VERB
aiti-4072	129	19	to	to	ADP
aiti-4072	129	20	the	the	DET
aiti-4072	129	21	advances	advance	NOUN
aiti-4072	129	22	in	in	ADP
aiti-4072	129	23	technology	technology	NOUN
aiti-4072	129	24	innovation	innovation	NOUN
aiti-4072	129	25	,	,	PUNCT
aiti-4072	129	26	vol	vol	NOUN
aiti-4072	129	27	.	.	PROPN
aiti-4072	129	28	4	4	NUM
aiti-4072	129	29	,	,	PUNCT
aiti-4072	129	30	no	no	INTJ
aiti-4072	129	31	.	.	NOUN
aiti-4072	129	32	4	4	NUM
aiti-4072	129	33	,	,	PUNCT
aiti-4072	129	34	2019	2019	NUM
aiti-4072	129	35	,	,	PUNCT
aiti-4072	129	36	pp	pp	ADJ
aiti-4072	129	37	.	.	PUNCT
aiti-4072	130	1	211	211	NUM
aiti-4072	130	2	-	-	SYM
aiti-4072	130	3	221	221	NUM
aiti-4072	130	4	217	217	NUM
aiti-4072	130	5	contribution	contribution	NOUN
aiti-4072	130	6	.	.	PUNCT
aiti-4072	131	1	first	first	ADV
aiti-4072	131	2	,	,	PUNCT
aiti-4072	131	3	the	the	DET
aiti-4072	131	4	two	two	NUM
aiti-4072	131	5	control	control	NOUN
aiti-4072	131	6	factors	factor	NOUN
aiti-4072	131	7	of	of	ADP
aiti-4072	131	8	cathode	cathode	NOUN
aiti-4072	131	9	size	size	NOUN
aiti-4072	131	10	(	(	PUNCT
aiti-4072	131	11	50.42	50.42	NUM
aiti-4072	131	12	%	%	NOUN
aiti-4072	131	13	)	)	PUNCT
aiti-4072	131	14	and	and	CCONJ
aiti-4072	131	15	current	current	ADJ
aiti-4072	131	16	density	density	NOUN
aiti-4072	131	17	(	(	PUNCT
aiti-4072	131	18	25.40	25.40	NUM
aiti-4072	131	19	%	%	NOUN
aiti-4072	131	20	)	)	PUNCT
aiti-4072	131	21	are	be	AUX
aiti-4072	131	22	spotted	spot	VERB
aiti-4072	131	23	,	,	PUNCT
aiti-4072	131	24	as	as	SCONJ
aiti-4072	131	25	shown	show	VERB
aiti-4072	131	26	in	in	ADP
aiti-4072	131	27	table	table	NOUN
aiti-4072	131	28	3	3	NUM
aiti-4072	131	29	.	.	PUNCT
aiti-4072	132	1	the	the	DET
aiti-4072	132	2	above	above	ADJ
aiti-4072	132	3	two	two	NUM
aiti-4072	132	4	control	control	NOUN
aiti-4072	132	5	factors	factor	NOUN
aiti-4072	132	6	have	have	VERB
aiti-4072	132	7	a	a	DET
aiti-4072	132	8	significant	significant	ADJ
aiti-4072	132	9	influence	influence	NOUN
aiti-4072	132	10	on	on	ADP
aiti-4072	132	11	the	the	DET
aiti-4072	132	12	quality	quality	NOUN
aiti-4072	132	13	characteristics	characteristic	NOUN
aiti-4072	132	14	and	and	CCONJ
aiti-4072	132	15	can	can	AUX
aiti-4072	132	16	provide	provide	VERB
aiti-4072	132	17	the	the	DET
aiti-4072	132	18	basis	basis	NOUN
aiti-4072	132	19	for	for	ADP
aiti-4072	132	20	subsequent	subsequent	ADJ
aiti-4072	132	21	optimization	optimization	NOUN
aiti-4072	132	22	of	of	ADP
aiti-4072	132	23	the	the	DET
aiti-4072	132	24	adjustment	adjustment	NOUN
aiti-4072	132	25	process	process	NOUN
aiti-4072	132	26	parameters	parameter	NOUN
aiti-4072	132	27	.	.	PUNCT
aiti-4072	133	1	the	the	DET
aiti-4072	133	2	optimal	optimal	ADJ
aiti-4072	133	3	parameter	parameter	NOUN
aiti-4072	133	4	combination	combination	NOUN
aiti-4072	133	5	of	of	ADP
aiti-4072	133	6	the	the	DET
aiti-4072	133	7	taguchi	taguchi	PROPN
aiti-4072	133	8	method	method	NOUN
aiti-4072	133	9	is	be	AUX
aiti-4072	133	10	shown	show	VERB
aiti-4072	133	11	in	in	ADP
aiti-4072	133	12	table	table	NOUN
aiti-4072	133	13	4	4	NUM
aiti-4072	133	14	.	.	PUNCT
aiti-4072	133	15	table	table	NOUN
aiti-4072	133	16	4	4	NUM
aiti-4072	133	17	optimal	optimal	ADJ
aiti-4072	133	18	parameter	parameter	NOUN
aiti-4072	133	19	combination	combination	NOUN
aiti-4072	133	20	optimal	optimal	ADJ
aiti-4072	133	21	parameter	parameter	NOUN
aiti-4072	133	22	tl	tl	PROPN
aiti-4072	133	23	cd	cd	PROPN
aiti-4072	133	24	cs	cs	PROPN
aiti-4072	133	25	dac	dac	PROPN
aiti-4072	133	26	or	or	CCONJ
aiti-4072	133	27	50	50	NUM
aiti-4072	133	28	3.00	3.00	NUM
aiti-4072	133	29	4.00	4.00	NUM
aiti-4072	133	30	9	9	NUM
aiti-4072	133	31	20	20	NUM
aiti-4072	133	32	3.3	3.3	NUM
aiti-4072	133	33	.	.	PUNCT
aiti-4072	134	1	using	use	VERB
aiti-4072	134	2	mlp	mlp	NOUN
aiti-4072	134	3	combined	combine	VERB
aiti-4072	134	4	with	with	ADP
aiti-4072	134	5	hybrid	hybrid	ADJ
aiti-4072	134	6	pso	pso	NOUN
aiti-4072	134	7	-	-	PUNCT
aiti-4072	134	8	ga	ga	NOUN
aiti-4072	134	9	to	to	PART
aiti-4072	134	10	find	find	VERB
aiti-4072	134	11	the	the	DET
aiti-4072	134	12	initial	initial	ADJ
aiti-4072	134	13	weight	weight	NOUN
aiti-4072	134	14	of	of	ADP
aiti-4072	134	15	bpnn	bpnn	NOUN
aiti-4072	134	16	as	as	ADP
aiti-4072	134	17	a	a	DET
aiti-4072	134	18	consequence	consequence	NOUN
aiti-4072	134	19	of	of	ADP
aiti-4072	134	20	using	use	VERB
aiti-4072	134	21	the	the	DET
aiti-4072	134	22	taguchi	taguchi	PROPN
aiti-4072	134	23	experimental	experimental	ADJ
aiti-4072	134	24	analysis	analysis	NOUN
aiti-4072	134	25	,	,	PUNCT
aiti-4072	134	26	the	the	DET
aiti-4072	134	27	optimal	optimal	ADJ
aiti-4072	134	28	combination	combination	NOUN
aiti-4072	134	29	of	of	ADP
aiti-4072	134	30	parameters	parameter	NOUN
aiti-4072	134	31	obtained	obtain	VERB
aiti-4072	134	32	is	be	AUX
aiti-4072	134	33	the	the	DET
aiti-4072	134	34	discrete	discrete	ADJ
aiti-4072	134	35	parameter	parameter	NOUN
aiti-4072	134	36	combination	combination	NOUN
aiti-4072	134	37	established	establish	VERB
aiti-4072	134	38	by	by	ADP
aiti-4072	134	39	the	the	DET
aiti-4072	134	40	original	original	ADJ
aiti-4072	134	41	taguchi	taguchi	PROPN
aiti-4072	134	42	experimental	experimental	ADJ
aiti-4072	134	43	design	design	NOUN
aiti-4072	134	44	,	,	PUNCT
aiti-4072	134	45	and	and	CCONJ
aiti-4072	134	46	the	the	DET
aiti-4072	134	47	quality	quality	NOUN
aiti-4072	134	48	may	may	AUX
aiti-4072	134	49	not	not	PART
aiti-4072	134	50	reach	reach	VERB
aiti-4072	134	51	the	the	DET
aiti-4072	134	52	target	target	NOUN
aiti-4072	134	53	value	value	NOUN
aiti-4072	134	54	.	.	PUNCT
aiti-4072	135	1	therefore	therefore	ADV
aiti-4072	135	2	,	,	PUNCT
aiti-4072	135	3	the	the	DET
aiti-4072	135	4	research	research	NOUN
aiti-4072	135	5	uses	use	VERB
aiti-4072	135	6	the	the	DET
aiti-4072	135	7	backpropagation	backpropagation	NOUN
aiti-4072	135	8	neural	neural	ADJ
aiti-4072	135	9	network	network	NOUN
aiti-4072	135	10	(	(	PUNCT
aiti-4072	135	11	bpnn	bpnn	NOUN
aiti-4072	135	12	)	)	PUNCT
aiti-4072	135	13	to	to	PART
aiti-4072	135	14	construct	construct	VERB
aiti-4072	135	15	the	the	DET
aiti-4072	135	16	s	s	PROPN
aiti-4072	135	17	/	/	SYM
aiti-4072	135	18	n	n	PROPN
aiti-4072	135	19	ratio	ratio	NOUN
aiti-4072	135	20	predictor	predictor	NOUN
aiti-4072	135	21	and	and	CCONJ
aiti-4072	135	22	quality	quality	NOUN
aiti-4072	135	23	predictor	predictor	NOUN
aiti-4072	135	24	,	,	PUNCT
aiti-4072	135	25	combining	combine	VERB
aiti-4072	135	26	the	the	DET
aiti-4072	135	27	improved	improve	VERB
aiti-4072	135	28	hybrid	hybrid	ADJ
aiti-4072	135	29	pso	pso	NOUN
aiti-4072	135	30	-	-	PUNCT
aiti-4072	135	31	ga	ga	PROPN
aiti-4072	135	32	optimized	optimize	VERB
aiti-4072	135	33	in	in	ADP
aiti-4072	135	34	this	this	DET
aiti-4072	135	35	study	study	NOUN
aiti-4072	135	36	.	.	PUNCT
aiti-4072	136	1	moreover	moreover	ADV
aiti-4072	136	2	,	,	PUNCT
aiti-4072	136	3	in	in	ADP
aiti-4072	136	4	terms	term	NOUN
aiti-4072	136	5	of	of	ADP
aiti-4072	136	6	the	the	DET
aiti-4072	136	7	taguchi	taguchi	PROPN
aiti-4072	136	8	experimental	experimental	ADJ
aiti-4072	136	9	analysis	analysis	NOUN
aiti-4072	136	10	,	,	PUNCT
aiti-4072	136	11	the	the	DET
aiti-4072	136	12	optimized	optimize	VERB
aiti-4072	136	13	combination	combination	NOUN
aiti-4072	136	14	of	of	ADP
aiti-4072	136	15	parameters	parameter	NOUN
aiti-4072	136	16	is	be	AUX
aiti-4072	136	17	used	use	VERB
aiti-4072	136	18	as	as	ADP
aiti-4072	136	19	the	the	DET
aiti-4072	136	20	initial	initial	ADJ
aiti-4072	136	21	value	value	NOUN
aiti-4072	136	22	of	of	ADP
aiti-4072	136	23	the	the	DET
aiti-4072	136	24	algorithm	algorithm	NOUN
aiti-4072	136	25	search	search	NOUN
aiti-4072	136	26	.	.	PUNCT
aiti-4072	137	1	furthermore	furthermore	ADV
aiti-4072	137	2	,	,	PUNCT
aiti-4072	137	3	it	it	PRON
aiti-4072	137	4	is	be	AUX
aiti-4072	137	5	hoped	hope	VERB
aiti-4072	137	6	to	to	PART
aiti-4072	137	7	find	find	VERB
aiti-4072	137	8	a	a	DET
aiti-4072	137	9	set	set	NOUN
aiti-4072	137	10	of	of	ADP
aiti-4072	137	11	continuous	continuous	ADJ
aiti-4072	137	12	type	type	NOUN
aiti-4072	137	13	of	of	ADP
aiti-4072	137	14	best	good	ADJ
aiti-4072	137	15	combination	combination	NOUN
aiti-4072	137	16	of	of	ADP
aiti-4072	137	17	parameters	parameter	NOUN
aiti-4072	137	18	that	that	PRON
aiti-4072	137	19	can	can	AUX
aiti-4072	137	20	achieve	achieve	VERB
aiti-4072	137	21	process	process	NOUN
aiti-4072	137	22	stability	stability	NOUN
aiti-4072	137	23	and	and	CCONJ
aiti-4072	137	24	quality	quality	NOUN
aiti-4072	137	25	objectives	objective	NOUN
aiti-4072	137	26	.	.	PUNCT
aiti-4072	138	1	however	however	ADV
aiti-4072	138	2	,	,	PUNCT
aiti-4072	138	3	when	when	SCONJ
aiti-4072	138	4	the	the	DET
aiti-4072	138	5	traditional	traditional	ADJ
aiti-4072	138	6	bpnn	bpnn	NOUN
aiti-4072	138	7	is	be	AUX
aiti-4072	138	8	in	in	ADP
aiti-4072	138	9	sample	sample	NOUN
aiti-4072	138	10	training	training	NOUN
aiti-4072	138	11	,	,	PUNCT
aiti-4072	138	12	the	the	DET
aiti-4072	138	13	initial	initial	ADJ
aiti-4072	138	14	weight	weight	NOUN
aiti-4072	138	15	is	be	AUX
aiti-4072	138	16	often	often	ADV
aiti-4072	138	17	generated	generate	VERB
aiti-4072	138	18	randomly	randomly	ADV
aiti-4072	138	19	,	,	PUNCT
aiti-4072	138	20	and	and	CCONJ
aiti-4072	138	21	it	it	PRON
aiti-4072	138	22	will	will	AUX
aiti-4072	138	23	affect	affect	VERB
aiti-4072	138	24	the	the	DET
aiti-4072	138	25	training	training	NOUN
aiti-4072	138	26	speed	speed	NOUN
aiti-4072	138	27	and	and	CCONJ
aiti-4072	138	28	accuracy	accuracy	NOUN
aiti-4072	138	29	of	of	ADP
aiti-4072	138	30	the	the	DET
aiti-4072	138	31	neural	neural	ADJ
aiti-4072	138	32	network	network	NOUN
aiti-4072	138	33	.	.	PUNCT
aiti-4072	139	1	therefore	therefore	ADV
aiti-4072	139	2	,	,	PUNCT
aiti-4072	139	3	this	this	DET
aiti-4072	139	4	study	study	NOUN
aiti-4072	139	5	proposes	propose	VERB
aiti-4072	139	6	to	to	PART
aiti-4072	139	7	use	use	VERB
aiti-4072	139	8	the	the	DET
aiti-4072	139	9	improved	improved	ADJ
aiti-4072	139	10	pso	pso	NOUN
aiti-4072	139	11	-	-	PUNCT
aiti-4072	139	12	ga	ga	NOUN
aiti-4072	139	13	combined	combine	VERB
aiti-4072	139	14	with	with	ADP
aiti-4072	139	15	mlp	mlp	PROPN
aiti-4072	139	16	to	to	PART
aiti-4072	139	17	solve	solve	VERB
aiti-4072	139	18	the	the	DET
aiti-4072	139	19	initial	initial	ADJ
aiti-4072	139	20	weight	weight	NOUN
aiti-4072	139	21	value	value	NOUN
aiti-4072	139	22	of	of	ADP
aiti-4072	139	23	bpnn	bpnn	NOUN
aiti-4072	139	24	and	and	CCONJ
aiti-4072	139	25	to	to	PART
aiti-4072	139	26	find	find	VERB
aiti-4072	139	27	a	a	DET
aiti-4072	139	28	better	well	ADJ
aiti-4072	139	29	set	set	NOUN
aiti-4072	139	30	of	of	ADP
aiti-4072	139	31	adaptation	adaptation	NOUN
aiti-4072	139	32	as	as	ADP
aiti-4072	139	33	the	the	DET
aiti-4072	139	34	initial	initial	ADJ
aiti-4072	139	35	weight	weight	NOUN
aiti-4072	139	36	value	value	NOUN
aiti-4072	139	37	of	of	ADP
aiti-4072	139	38	bpnn	bpnn	NOUN
aiti-4072	139	39	.	.	PUNCT
aiti-4072	140	1	the	the	DET
aiti-4072	140	2	study	study	NOUN
aiti-4072	140	3	uses	use	VERB
aiti-4072	140	4	bpnn	bpnn	NOUN
aiti-4072	140	5	to	to	PART
aiti-4072	140	6	build	build	VERB
aiti-4072	140	7	the	the	DET
aiti-4072	140	8	s	s	NOUN
aiti-4072	140	9	/	/	SYM
aiti-4072	140	10	n	n	PROPN
aiti-4072	140	11	ratio	ratio	NOUN
aiti-4072	140	12	predictor	predictor	NOUN
aiti-4072	140	13	and	and	CCONJ
aiti-4072	140	14	quality	quality	NOUN
aiti-4072	140	15	predictor	predictor	NOUN
aiti-4072	140	16	,	,	PUNCT
aiti-4072	140	17	using	use	VERB
aiti-4072	140	18	the	the	DET
aiti-4072	140	19	improved	improved	ADJ
aiti-4072	140	20	pso	pso	NOUN
aiti-4072	140	21	-	-	PUNCT
aiti-4072	140	22	ga	ga	NOUN
aiti-4072	140	23	combined	combine	VERB
aiti-4072	140	24	with	with	ADP
aiti-4072	140	25	mlp	mlp	PROPN
aiti-4072	140	26	to	to	PART
aiti-4072	140	27	find	find	VERB
aiti-4072	140	28	the	the	DET
aiti-4072	140	29	better	well	ADJ
aiti-4072	140	30	initial	initial	ADJ
aiti-4072	140	31	weight	weight	NOUN
aiti-4072	140	32	for	for	ADP
aiti-4072	140	33	the	the	DET
aiti-4072	140	34	s	s	PROPN
aiti-4072	140	35	/	/	SYM
aiti-4072	140	36	n	n	PROPN
aiti-4072	140	37	ratio	ratio	NOUN
aiti-4072	140	38	predictor	predictor	NOUN
aiti-4072	140	39	and	and	CCONJ
aiti-4072	140	40	quality	quality	NOUN
aiti-4072	140	41	predictor	predictor	NOUN
aiti-4072	140	42	respectively.the	respectively.the	DET
aiti-4072	140	43	objective	objective	ADJ
aiti-4072	140	44	function	function	NOUN
aiti-4072	140	45	is	be	AUX
aiti-4072	140	46	defined	define	VERB
aiti-4072	140	47	in	in	ADP
aiti-4072	140	48	eq	eq	ADJ
aiti-4072	140	49	.	.	PROPN
aiti-4072	140	50	7	7	NUM
aiti-4072	140	51	.	.	X
aiti-4072	140	52	min	min	PROPN
aiti-4072	140	53	𝑓(w	𝑓(w	PROPN
aiti-4072	140	54	)	)	PUNCT
aiti-4072	140	55	=	=	PUNCT
aiti-4072	141	1	1	1	NUM
aiti-4072	141	2	36	36	NUM
aiti-4072	141	3	∑	∑	PROPN
aiti-4072	141	4	∑(𝑑𝑘	∑(𝑑𝑘	PROPN
aiti-4072	141	5	𝑝	𝑝	NOUN
aiti-4072	141	6	−	−	PROPN
aiti-4072	141	7	𝑦𝑘	𝑦𝑘	INTJ
aiti-4072	141	8	𝑝	𝑝	PROPN
aiti-4072	141	9	(	(	PUNCT
aiti-4072	141	10	w))2	w))2	NOUN
aiti-4072	141	11	2	2	NUM
aiti-4072	141	12	𝑘=1	𝑘=1	SYM
aiti-4072	141	13	18	18	NUM
aiti-4072	141	14	𝑝=1	𝑝=1	NOUN
aiti-4072	141	15	(	(	PUNCT
aiti-4072	141	16	7	7	NUM
aiti-4072	141	17	)	)	PUNCT
aiti-4072	141	18	where	where	SCONJ
aiti-4072	141	19	p	p	NOUN
aiti-4072	141	20	represents	represent	VERB
aiti-4072	141	21	number	number	NOUN
aiti-4072	141	22	of	of	ADP
aiti-4072	141	23	pth	pth	NOUN
aiti-4072	141	24	sample	sample	NOUN
aiti-4072	141	25	,	,	PUNCT
aiti-4072	141	26	k	k	PROPN
aiti-4072	141	27	represents	represent	VERB
aiti-4072	141	28	kth	kth	PROPN
aiti-4072	141	29	quality	quality	NOUN
aiti-4072	141	30	characteristic	characteristic	NOUN
aiti-4072	141	31	,	,	PUNCT
aiti-4072	141	32	𝑑𝑘	𝑑𝑘	PROPN
aiti-4072	141	33	𝑝	𝑝	NOUN
aiti-4072	141	34	represents	represent	VERB
aiti-4072	141	35	the	the	DET
aiti-4072	141	36	target	target	NOUN
aiti-4072	141	37	value	value	NOUN
aiti-4072	141	38	of	of	ADP
aiti-4072	141	39	bpnn	bpnn	NOUN
aiti-4072	141	40	indexed	index	VERB
aiti-4072	141	41	by	by	ADP
aiti-4072	141	42	k	k	PROPN
aiti-4072	141	43	,	,	PUNCT
aiti-4072	141	44	𝑦𝑘	𝑦𝑘	PROPN
aiti-4072	141	45	𝑝	𝑝	PROPN
aiti-4072	141	46	(	(	PUNCT
aiti-4072	141	47	𝑊	𝑊	NOUN
aiti-4072	141	48	)	)	PUNCT
aiti-4072	141	49	represents	represent	VERB
aiti-4072	141	50	the	the	DET
aiti-4072	141	51	output	output	NOUN
aiti-4072	141	52	value	value	NOUN
aiti-4072	141	53	of	of	ADP
aiti-4072	141	54	mlp	mlp	PROPN
aiti-4072	141	55	indexed	index	VERB
aiti-4072	141	56	by	by	ADP
aiti-4072	141	57	k	k	PROPN
aiti-4072	141	58	,	,	PUNCT
aiti-4072	141	59	w	w	PROPN
aiti-4072	141	60	is	be	AUX
aiti-4072	141	61	mlp	mlp	PROPN
aiti-4072	141	62	’s	’s	PART
aiti-4072	141	63	weights	weight	NOUN
aiti-4072	141	64	.	.	PUNCT
aiti-4072	142	1	through	through	ADP
aiti-4072	142	2	using	use	VERB
aiti-4072	142	3	mlp	mlp	PROPN
aiti-4072	142	4	and	and	CCONJ
aiti-4072	142	5	eq	eq	NOUN
aiti-4072	142	6	.	.	PROPN
aiti-4072	142	7	7	7	NUM
aiti-4072	142	8	with	with	ADP
aiti-4072	142	9	the	the	DET
aiti-4072	142	10	modified	modify	VERB
aiti-4072	142	11	pso	pso	NOUN
aiti-4072	142	12	-	-	PUNCT
aiti-4072	142	13	ga	ga	NOUN
aiti-4072	142	14	to	to	PART
aiti-4072	142	15	solve	solve	VERB
aiti-4072	142	16	optimization	optimization	NOUN
aiti-4072	142	17	weights	weight	NOUN
aiti-4072	142	18	,	,	PUNCT
aiti-4072	142	19	better	well	ADJ
aiti-4072	142	20	weight	weight	NOUN
aiti-4072	142	21	values	value	NOUN
aiti-4072	142	22	can	can	AUX
aiti-4072	142	23	often	often	ADV
aiti-4072	142	24	be	be	AUX
aiti-4072	142	25	found	find	VERB
aiti-4072	142	26	.	.	PUNCT
aiti-4072	143	1	3.4	3.4	NUM
aiti-4072	143	2	.	.	PUNCT
aiti-4072	143	3	establishing	establish	VERB
aiti-4072	143	4	s	s	PART
aiti-4072	143	5	/	/	SYM
aiti-4072	143	6	n	n	PROPN
aiti-4072	143	7	ratio	ratio	NOUN
aiti-4072	143	8	predictor	predictor	NOUN
aiti-4072	143	9	and	and	CCONJ
aiti-4072	143	10	quality	quality	NOUN
aiti-4072	143	11	predictor	predictor	NOUN
aiti-4072	143	12	the	the	DET
aiti-4072	143	13	study	study	NOUN
aiti-4072	143	14	uses	use	VERB
aiti-4072	143	15	bpnn	bpnn	NOUN
aiti-4072	143	16	to	to	PART
aiti-4072	143	17	establish	establish	VERB
aiti-4072	143	18	the	the	DET
aiti-4072	143	19	s	s	PROPN
aiti-4072	143	20	/	/	SYM
aiti-4072	143	21	n	n	PROPN
aiti-4072	143	22	ratio	ratio	NOUN
aiti-4072	143	23	predictor	predictor	NOUN
aiti-4072	143	24	and	and	CCONJ
aiti-4072	143	25	quality	quality	NOUN
aiti-4072	143	26	predictor	predictor	NOUN
aiti-4072	143	27	.	.	PUNCT
aiti-4072	144	1	the	the	DET
aiti-4072	144	2	input	input	NOUN
aiti-4072	144	3	values	value	NOUN
aiti-4072	144	4	of	of	ADP
aiti-4072	144	5	the	the	DET
aiti-4072	144	6	s	s	PROPN
aiti-4072	144	7	/	/	SYM
aiti-4072	144	8	n	n	PROPN
aiti-4072	144	9	ratio	ratio	NOUN
aiti-4072	144	10	predictor	predictor	NOUN
aiti-4072	144	11	and	and	CCONJ
aiti-4072	144	12	quality	quality	NOUN
aiti-4072	144	13	predictor	predictor	NOUN
aiti-4072	144	14	are	be	AUX
aiti-4072	144	15	the	the	DET
aiti-4072	144	16	normalized	normalize	VERB
aiti-4072	144	17	values	value	NOUN
aiti-4072	144	18	of	of	ADP
aiti-4072	144	19	the	the	DET
aiti-4072	144	20	18	18	NUM
aiti-4072	144	21	groups	group	NOUN
aiti-4072	144	22	of	of	ADP
aiti-4072	144	23	parameters	parameter	NOUN
aiti-4072	144	24	of	of	ADP
aiti-4072	144	25	the	the	DET
aiti-4072	144	26	taguchi	taguchi	PROPN
aiti-4072	144	27	experiment	experiment	NOUN
aiti-4072	144	28	,	,	PUNCT
aiti-4072	144	29	and	and	CCONJ
aiti-4072	144	30	the	the	DET
aiti-4072	144	31	output	output	NOUN
aiti-4072	144	32	value	value	NOUN
aiti-4072	144	33	of	of	ADP
aiti-4072	144	34	the	the	DET
aiti-4072	144	35	predictor	predictor	NOUN
aiti-4072	144	36	is	be	AUX
aiti-4072	144	37	the	the	DET
aiti-4072	144	38	normalized	normalize	VERB
aiti-4072	144	39	value	value	NOUN
aiti-4072	144	40	of	of	ADP
aiti-4072	144	41	the	the	DET
aiti-4072	144	42	s	s	NOUN
aiti-4072	144	43	/	/	SYM
aiti-4072	144	44	n	n	NOUN
aiti-4072	144	45	ratio	ratio	NOUN
aiti-4072	144	46	and	and	CCONJ
aiti-4072	144	47	the	the	DET
aiti-4072	144	48	average	average	ADJ
aiti-4072	144	49	value	value	NOUN
aiti-4072	144	50	of	of	ADP
aiti-4072	144	51	the	the	DET
aiti-4072	144	52	quality	quality	NOUN
aiti-4072	144	53	characteristics	characteristic	NOUN
aiti-4072	144	54	in	in	ADP
aiti-4072	144	55	the	the	DET
aiti-4072	144	56	taguchi	taguchi	PROPN
aiti-4072	144	57	experiment	experiment	NOUN
aiti-4072	144	58	.	.	PUNCT
aiti-4072	145	1	in	in	ADP
aiti-4072	145	2	addition	addition	NOUN
aiti-4072	145	3	,	,	PUNCT
aiti-4072	145	4	the	the	DET
aiti-4072	145	5	19th	19th	ADJ
aiti-4072	145	6	to	to	ADP
aiti-4072	145	7	23rd	23rd	ADJ
aiti-4072	145	8	groups	group	NOUN
aiti-4072	145	9	in	in	ADP
aiti-4072	145	10	the	the	DET
aiti-4072	145	11	taguchi	taguchi	PROPN
aiti-4072	145	12	experiment	experiment	NOUN
aiti-4072	145	13	are	be	AUX
aiti-4072	145	14	used	use	VERB
aiti-4072	145	15	as	as	ADP
aiti-4072	145	16	the	the	DET
aiti-4072	145	17	testing	testing	NOUN
aiti-4072	145	18	data	datum	NOUN
aiti-4072	145	19	of	of	ADP
aiti-4072	145	20	bpnn	bpnn	NOUN
aiti-4072	145	21	.	.	PUNCT
aiti-4072	146	1	in	in	ADP
aiti-4072	146	2	order	order	NOUN
aiti-4072	146	3	to	to	PART
aiti-4072	146	4	enable	enable	VERB
aiti-4072	146	5	bpnn	bpnn	NOUN
aiti-4072	146	6	to	to	ADP
aiti-4072	146	7	training	training	NOUN
aiti-4072	146	8	convergence	convergence	NOUN
aiti-4072	146	9	,	,	PUNCT
aiti-4072	146	10	this	this	DET
aiti-4072	146	11	study	study	NOUN
aiti-4072	146	12	adopts	adopt	VERB
aiti-4072	146	13	the	the	DET
aiti-4072	146	14	weighting	weighting	NOUN
aiti-4072	146	15	solution	solution	NOUN
aiti-4072	146	16	of	of	ADP
aiti-4072	146	17	mlp	mlp	NOUN
aiti-4072	146	18	-	-	PUNCT
aiti-4072	146	19	pso	pso	NOUN
aiti-4072	146	20	-	-	PUNCT
aiti-4072	146	21	ga	ga	PROPN
aiti-4072	146	22	,	,	PUNCT
aiti-4072	146	23	stated	state	VERB
aiti-4072	146	24	in	in	ADP
aiti-4072	146	25	the	the	DET
aiti-4072	146	26	previous	previous	ADJ
aiti-4072	146	27	section	section	NOUN
aiti-4072	146	28	,	,	PUNCT
aiti-4072	146	29	as	as	ADP
aiti-4072	146	30	the	the	DET
aiti-4072	146	31	initial	initial	ADJ
aiti-4072	146	32	value	value	NOUN
aiti-4072	146	33	of	of	ADP
aiti-4072	146	34	bpnn	bpnn	NOUN
aiti-4072	146	35	for	for	ADP
aiti-4072	146	36	training	training	NOUN
aiti-4072	146	37	.	.	PUNCT
aiti-4072	147	1	the	the	DET
aiti-4072	147	2	s	s	PROPN
aiti-4072	147	3	/	/	SYM
aiti-4072	147	4	n	n	PROPN
aiti-4072	147	5	ratio	ratio	NOUN
aiti-4072	147	6	predictor	predictor	NOUN
aiti-4072	147	7	training	training	NOUN
aiti-4072	147	8	uses	use	VERB
aiti-4072	147	9	1053	1053	NUM
aiti-4072	147	10	generations	generation	NOUN
aiti-4072	147	11	,	,	PUNCT
aiti-4072	147	12	training	training	NOUN
aiti-4072	147	13	rmse	rmse	NOUN
aiti-4072	147	14	to	to	PART
aiti-4072	147	15	be	be	AUX
aiti-4072	147	16	0.0004940	0.0004940	NUM
aiti-4072	147	17	,	,	PUNCT
aiti-4072	147	18	and	and	CCONJ
aiti-4072	147	19	testing	testing	NOUN
aiti-4072	147	20	rmse	rmse	NOUN
aiti-4072	147	21	to	to	PART
aiti-4072	147	22	be	be	AUX
aiti-4072	147	23	0.0259	0.0259	NUM
aiti-4072	147	24	.	.	PUNCT
aiti-4072	148	1	the	the	DET
aiti-4072	148	2	quality	quality	NOUN
aiti-4072	148	3	predictor	predictor	NOUN
aiti-4072	148	4	takes	take	VERB
aiti-4072	148	5	968	968	NUM
aiti-4072	148	6	generations	generation	NOUN
aiti-4072	148	7	;	;	PUNCT
aiti-4072	148	8	the	the	DET
aiti-4072	148	9	training	training	NOUN
aiti-4072	148	10	rmse	rmse	NOUN
aiti-4072	148	11	is	be	AUX
aiti-4072	148	12	0.00082261	0.00082261	NUM
aiti-4072	148	13	,	,	PUNCT
aiti-4072	148	14	and	and	CCONJ
aiti-4072	148	15	the	the	DET
aiti-4072	148	16	test	test	NOUN
aiti-4072	148	17	rmse	rmse	NOUN
aiti-4072	148	18	is	be	AUX
aiti-4072	148	19	0.0253	0.0253	NUM
aiti-4072	148	20	.	.	PUNCT
aiti-4072	149	1	the	the	DET
aiti-4072	149	2	error	error	NOUN
aiti-4072	149	3	of	of	ADP
aiti-4072	149	4	the	the	DET
aiti-4072	149	5	predicted	predict	VERB
aiti-4072	149	6	value	value	NOUN
aiti-4072	149	7	of	of	ADP
aiti-4072	149	8	the	the	DET
aiti-4072	149	9	two	two	NUM
aiti-4072	149	10	predictors	predictor	NOUN
aiti-4072	149	11	is	be	AUX
aiti-4072	149	12	analyzed	analyze	VERB
aiti-4072	149	13	within	within	ADP
aiti-4072	149	14	the	the	DET
aiti-4072	149	15	acceptable	acceptable	ADJ
aiti-4072	149	16	range	range	NOUN
aiti-4072	149	17	by	by	ADP
aiti-4072	149	18	comparing	compare	VERB
aiti-4072	149	19	the	the	DET
aiti-4072	149	20	error	error	NOUN
aiti-4072	149	21	between	between	ADP
aiti-4072	149	22	the	the	DET
aiti-4072	149	23	predictors	predictor	NOUN
aiti-4072	149	24	and	and	CCONJ
aiti-4072	149	25	the	the	DET
aiti-4072	149	26	actual	actual	ADJ
aiti-4072	149	27	values	value	NOUN
aiti-4072	149	28	.	.	PUNCT
aiti-4072	150	1	3.5	3.5	NUM
aiti-4072	150	2	.	.	PUNCT
aiti-4072	150	3	two	two	NUM
aiti-4072	150	4	-	-	PUNCT
aiti-4072	150	5	stage	stage	NOUN
aiti-4072	150	6	process	process	NOUN
aiti-4072	150	7	parameter	parameter	NOUN
aiti-4072	150	8	optimization	optimization	NOUN
aiti-4072	150	9	in	in	ADP
aiti-4072	150	10	the	the	DET
aiti-4072	150	11	first	first	ADJ
aiti-4072	150	12	stage	stage	NOUN
aiti-4072	151	1	,	,	PUNCT
aiti-4072	151	2	the	the	DET
aiti-4072	151	3	experiment	experiment	NOUN
aiti-4072	151	4	focuses	focus	VERB
aiti-4072	151	5	on	on	ADP
aiti-4072	151	6	maximizing	maximize	VERB
aiti-4072	151	7	the	the	DET
aiti-4072	151	8	s	s	NOUN
aiti-4072	151	9	/	/	SYM
aiti-4072	151	10	n	n	PRON
aiti-4072	151	11	ratio	ratio	NOUN
aiti-4072	151	12	.	.	PUNCT
aiti-4072	152	1	the	the	DET
aiti-4072	152	2	constructed	construct	VERB
aiti-4072	152	3	s	s	PROPN
aiti-4072	152	4	/	/	SYM
aiti-4072	152	5	n	n	NOUN
aiti-4072	152	6	ratio	ratio	NOUN
aiti-4072	152	7	predictors	predictor	NOUN
aiti-4072	152	8	are	be	AUX
aiti-4072	152	9	combined	combine	VERB
aiti-4072	152	10	with	with	ADP
aiti-4072	152	11	a	a	DET
aiti-4072	152	12	ga	ga	NOUN
aiti-4072	152	13	to	to	PART
aiti-4072	152	14	identify	identify	VERB
aiti-4072	152	15	the	the	DET
aiti-4072	152	16	process	process	NOUN
aiti-4072	152	17	parameter	parameter	NOUN
aiti-4072	152	18	combination	combination	NOUN
aiti-4072	152	19	with	with	ADP
aiti-4072	152	20	the	the	DET
aiti-4072	152	21	minimum	minimum	ADJ
aiti-4072	152	22	variance	variance	NOUN
aiti-4072	152	23	and	and	CCONJ
aiti-4072	152	24	the	the	DET
aiti-4072	152	25	most	most	ADV
aiti-4072	152	26	robust	robust	ADJ
aiti-4072	152	27	process	process	NOUN
aiti-4072	152	28	so	so	SCONJ
aiti-4072	152	29	that	that	SCONJ
aiti-4072	152	30	the	the	DET
aiti-4072	152	31	s	s	PROPN
aiti-4072	152	32	/	/	SYM
aiti-4072	152	33	n	n	NOUN
aiti-4072	152	34	ratio	ratio	NOUN
aiti-4072	152	35	values	value	NOUN
aiti-4072	152	36	of	of	ADP
aiti-4072	152	37	diameter	diameter	NOUN
aiti-4072	152	38	roundness	roundness	NOUN
aiti-4072	152	39	(	(	PUNCT
aiti-4072	152	40	mm	mm	NOUN
aiti-4072	152	41	)	)	PUNCT
aiti-4072	152	42	and	and	CCONJ
aiti-4072	152	43	thickness	thickness	NOUN
aiti-4072	152	44	deviation	deviation	NOUN
aiti-4072	152	45	must	must	AUX
aiti-4072	152	46	be	be	AUX
aiti-4072	152	47	maximized	maximize	VERB
aiti-4072	152	48	.	.	PUNCT
aiti-4072	153	1	the	the	DET
aiti-4072	153	2	taguchi	taguchi	PROPN
aiti-4072	153	3	optimal	optimal	ADJ
aiti-4072	153	4	parameter	parameter	NOUN
aiti-4072	153	5	advances	advance	NOUN
aiti-4072	153	6	in	in	ADP
aiti-4072	153	7	technology	technology	NOUN
aiti-4072	153	8	innovation	innovation	NOUN
aiti-4072	153	9	,	,	PUNCT
aiti-4072	153	10	vol	vol	NOUN
aiti-4072	153	11	.	.	PROPN
aiti-4072	153	12	4	4	NUM
aiti-4072	153	13	,	,	PUNCT
aiti-4072	153	14	no	no	INTJ
aiti-4072	153	15	.	.	NOUN
aiti-4072	153	16	4	4	NUM
aiti-4072	153	17	,	,	PUNCT
aiti-4072	153	18	2019	2019	NUM
aiti-4072	153	19	,	,	PUNCT
aiti-4072	153	20	pp	pp	ADJ
aiti-4072	153	21	.	.	PUNCT
aiti-4072	154	1	211	211	NUM
aiti-4072	154	2	-	-	SYM
aiti-4072	154	3	221	221	NUM
aiti-4072	154	4	218	218	NUM
aiti-4072	154	5	combination	combination	NOUN
aiti-4072	154	6	is	be	AUX
aiti-4072	154	7	used	use	VERB
aiti-4072	154	8	as	as	ADP
aiti-4072	154	9	the	the	DET
aiti-4072	154	10	initial	initial	ADJ
aiti-4072	154	11	value	value	NOUN
aiti-4072	154	12	to	to	PART
aiti-4072	154	13	carry	carry	VERB
aiti-4072	154	14	out	out	ADP
aiti-4072	154	15	the	the	DET
aiti-4072	154	16	full	full	ADJ
aiti-4072	154	17	range	range	NOUN
aiti-4072	154	18	global	global	ADJ
aiti-4072	154	19	search	search	NOUN
aiti-4072	154	20	for	for	ADP
aiti-4072	154	21	the	the	DET
aiti-4072	154	22	six	six	NUM
aiti-4072	154	23	control	control	NOUN
aiti-4072	154	24	factors	factor	NOUN
aiti-4072	154	25	.	.	PUNCT
aiti-4072	155	1	the	the	DET
aiti-4072	155	2	fitness	fitness	NOUN
aiti-4072	155	3	function	function	NOUN
aiti-4072	155	4	of	of	ADP
aiti-4072	155	5	ga	ga	PROPN
aiti-4072	155	6	is	be	AUX
aiti-4072	155	7	presented	present	VERB
aiti-4072	155	8	as	as	SCONJ
aiti-4072	155	9	follows	follow	VERB
aiti-4072	155	10	:	:	PUNCT
aiti-4072	155	11	max	max	PROPN
aiti-4072	155	12	snod	snod	PROPN
aiti-4072	155	13	,	,	PUNCT
aiti-4072	155	14	snot	snot	PROPN
aiti-4072	155	15	s.t	s.t	PROPN
aiti-4072	155	16	.	.	PROPN
aiti-4072	155	17	40≤	40≤	NUM
aiti-4072	156	1	x1	x1	PROPN
aiti-4072	156	2	≤	≤	NUM
aiti-4072	156	3	50	50	NUM
aiti-4072	156	4	,	,	PUNCT
aiti-4072	156	5	1≤	1≤	NUM
aiti-4072	156	6	x2	x2	PROPN
aiti-4072	156	7	≤	≤	ADV
aiti-4072	156	8	5	5	NUM
aiti-4072	156	9	,	,	PUNCT
aiti-4072	156	10	1≤	1≤	NUM
aiti-4072	156	11	x3	x3	ADJ
aiti-4072	156	12	≤	≤	NUM
aiti-4072	156	13	4	4	NUM
aiti-4072	156	14	,	,	PUNCT
aiti-4072	156	15	9≤	9≤	NUM
aiti-4072	156	16	x4	x4	PROPN
aiti-4072	156	17	≤	≤	PROPN
aiti-4072	156	18	12	12	NUM
aiti-4072	156	19	,	,	PUNCT
aiti-4072	156	20	20≤	20≤	NUM
aiti-4072	156	21	x5	x5	PROPN
aiti-4072	156	22	≤	≤	NUM
aiti-4072	156	23	52	52	NUM
aiti-4072	156	24	,	,	PUNCT
aiti-4072	156	25	(	(	PUNCT
aiti-4072	156	26	8)	8)	NUM
aiti-4072	156	27	where	where	SCONJ
aiti-4072	156	28	x(x1	x(x1	NOUN
aiti-4072	156	29	,	,	PUNCT
aiti-4072	156	30	x2	x2	PROPN
aiti-4072	156	31	,	,	PUNCT
aiti-4072	156	32	x3	x3	PROPN
aiti-4072	156	33	,	,	PUNCT
aiti-4072	156	34	x4	x4	PROPN
aiti-4072	156	35	,	,	PUNCT
aiti-4072	156	36	x5	x5	PROPN
aiti-4072	156	37	)	)	PUNCT
aiti-4072	156	38	is	be	AUX
aiti-4072	156	39	the	the	DET
aiti-4072	156	40	process	process	NOUN
aiti-4072	156	41	parameter(control	parameter(control	PROPN
aiti-4072	156	42	factor	factor	NOUN
aiti-4072	156	43	)	)	PUNCT
aiti-4072	156	44	,	,	PUNCT
aiti-4072	156	45	snod	snod	PROPN
aiti-4072	156	46	is	be	AUX
aiti-4072	156	47	the	the	DET
aiti-4072	156	48	s	s	PROPN
aiti-4072	156	49	/	/	SYM
aiti-4072	156	50	n	n	NOUN
aiti-4072	156	51	ratio	ratio	NOUN
aiti-4072	156	52	of	of	ADP
aiti-4072	156	53	diameter	diameter	NOUN
aiti-4072	156	54	predicted	predict	VERB
aiti-4072	156	55	by	by	ADP
aiti-4072	156	56	de	de	ADV
aiti-4072	156	57	-	-	VERB
aiti-4072	156	58	normalized	normalize	VERB
aiti-4072	156	59	bpnns	bpnn	NOUN
aiti-4072	156	60	/	/	SYM
aiti-4072	156	61	n	n	CCONJ
aiti-4072	156	62	,	,	PUNCT
aiti-4072	156	63	and	and	CCONJ
aiti-4072	156	64	snot	snot	NOUN
aiti-4072	156	65	is	be	AUX
aiti-4072	156	66	the	the	DET
aiti-4072	156	67	s	s	PROPN
aiti-4072	156	68	/	/	SYM
aiti-4072	156	69	n	n	NOUN
aiti-4072	156	70	ratio	ratio	NOUN
aiti-4072	156	71	of	of	ADP
aiti-4072	156	72	thickness	thickness	NOUN
aiti-4072	156	73	deviation	deviation	NOUN
aiti-4072	156	74	predicted	predict	VERB
aiti-4072	156	75	by	by	ADP
aiti-4072	156	76	de	de	ADV
aiti-4072	156	77	-	-	VERB
aiti-4072	156	78	normalized	normalize	VERB
aiti-4072	156	79	bpnns	bpnn	NOUN
aiti-4072	156	80	/	/	SYM
aiti-4072	156	81	n.	n.	NOUN
aiti-4072	156	82	five	five	NUM
aiti-4072	156	83	control	control	NOUN
aiti-4072	156	84	factors	factor	NOUN
aiti-4072	156	85	are	be	AUX
aiti-4072	156	86	temperature	temperature	NOUN
aiti-4072	156	87	of	of	ADP
aiti-4072	156	88	the	the	DET
aiti-4072	156	89	electroforming	electroforming	NOUN
aiti-4072	156	90	liquid	liquid	NOUN
aiti-4072	156	91	(	(	PUNCT
aiti-4072	156	92	x1	x1	PROPN
aiti-4072	156	93	)	)	PUNCT
aiti-4072	156	94	,	,	PUNCT
aiti-4072	157	1	current	current	ADJ
aiti-4072	157	2	density	density	NOUN
aiti-4072	157	3	(	(	PUNCT
aiti-4072	157	4	x2	x2	PROPN
aiti-4072	157	5	)	)	PUNCT
aiti-4072	157	6	,	,	PUNCT
aiti-4072	157	7	cathode	cathode	NOUN
aiti-4072	157	8	size	size	NOUN
aiti-4072	157	9	(	(	PUNCT
aiti-4072	157	10	x3	x3	PROPN
aiti-4072	157	11	)	)	PUNCT
aiti-4072	157	12	,	,	PUNCT
aiti-4072	157	13	the	the	DET
aiti-4072	157	14	distance	distance	NOUN
aiti-4072	157	15	between	between	ADP
aiti-4072	157	16	the	the	DET
aiti-4072	157	17	anode	anode	NOUN
aiti-4072	157	18	and	and	CCONJ
aiti-4072	157	19	the	the	DET
aiti-4072	157	20	cathode	cathode	NOUN
aiti-4072	157	21	(	(	PUNCT
aiti-4072	157	22	x4	x4	PROPN
aiti-4072	157	23	)	)	PUNCT
aiti-4072	157	24	,	,	PUNCT
aiti-4072	157	25	and	and	CCONJ
aiti-4072	157	26	oscillating	oscillate	VERB
aiti-4072	157	27	rate	rate	NOUN
aiti-4072	157	28	(	(	PUNCT
aiti-4072	157	29	x5	x5	PROPN
aiti-4072	157	30	)	)	PUNCT
aiti-4072	157	31	.	.	PUNCT
aiti-4072	158	1	this	this	DET
aiti-4072	158	2	numerical	numerical	ADJ
aiti-4072	158	3	analysis	analysis	NOUN
aiti-4072	158	4	is	be	AUX
aiti-4072	158	5	to	to	PART
aiti-4072	158	6	conduct	conduct	VERB
aiti-4072	158	7	the	the	DET
aiti-4072	158	8	global	global	ADJ
aiti-4072	158	9	search	search	NOUN
aiti-4072	158	10	for	for	ADP
aiti-4072	158	11	all	all	DET
aiti-4072	158	12	control	control	NOUN
aiti-4072	158	13	factors	factor	NOUN
aiti-4072	158	14	and	and	CCONJ
aiti-4072	158	15	obtained	obtain	VERB
aiti-4072	158	16	the	the	DET
aiti-4072	158	17	process	process	NOUN
aiti-4072	158	18	parameter	parameter	NOUN
aiti-4072	158	19	combination	combination	NOUN
aiti-4072	158	20	of	of	ADP
aiti-4072	158	21	the	the	DET
aiti-4072	158	22	first	first	ADJ
aiti-4072	158	23	stage	stage	NOUN
aiti-4072	158	24	multi	multi	ADJ
aiti-4072	158	25	-	-	ADJ
aiti-4072	158	26	objective	objective	ADJ
aiti-4072	158	27	s	s	PROPN
aiti-4072	158	28	/	/	SYM
aiti-4072	158	29	n	n	PROPN
aiti-4072	158	30	ratio	ratio	NOUN
aiti-4072	158	31	maximization	maximization	NOUN
aiti-4072	158	32	.	.	PUNCT
aiti-4072	159	1	the	the	DET
aiti-4072	159	2	optimal	optimal	ADJ
aiti-4072	159	3	parameter	parameter	NOUN
aiti-4072	159	4	combinations	combination	NOUN
aiti-4072	159	5	are	be	AUX
aiti-4072	159	6	:	:	PUNCT
aiti-4072	159	7	x1=49.582	x1=49.582	PROPN
aiti-4072	159	8	,	,	PUNCT
aiti-4072	159	9	x2=2.152	x2=2.152	NUM
aiti-4072	159	10	,	,	PUNCT
aiti-4072	159	11	x3=3.545	x3=3.545	PRON
aiti-4072	159	12	,	,	PUNCT
aiti-4072	159	13	x4=9.004	x4=9.004	NUM
aiti-4072	159	14	,	,	PUNCT
aiti-4072	159	15	and	and	CCONJ
aiti-4072	159	16	x5=51.912	x5=51.912	PROPN
aiti-4072	159	17	.	.	PUNCT
aiti-4072	160	1	min	min	PROPN
aiti-4072	160	2	f2	f2	PRON
aiti-4072	160	3	(	(	PUNCT
aiti-4072	160	4	x	x	NOUN
aiti-4072	160	5	)	)	PUNCT
aiti-4072	160	6	=	=	SYM
aiti-4072	160	7	(	(	PUNCT
aiti-4072	160	8	yod－555	yod－555	NOUN
aiti-4072	160	9	)	)	PUNCT
aiti-4072	160	10	2	2	NUM
aiti-4072	160	11	max	max	PROPN
aiti-4072	160	12	snod	snod	PROPN
aiti-4072	160	13	,	,	PUNCT
aiti-4072	160	14	snot	snot	PROPN
aiti-4072	160	15	s.t	s.t	PROPN
aiti-4072	160	16	.	.	PUNCT
aiti-4072	161	1	yot	yot	PROPN
aiti-4072	161	2	≤	≤	NUM
aiti-4072	162	1	0.01	0.01	NUM
aiti-4072	162	2	8≤	8≤	NUM
aiti-4072	162	3	x2	x2	SYM
aiti-4072	162	4	≤	≤	NUM
aiti-4072	162	5	28	28	NUM
aiti-4072	162	6	,	,	PUNCT
aiti-4072	162	7	62≤	62≤	NUM
aiti-4072	162	8	x3	x3	VERB
aiti-4072	162	9	≤	≤	NUM
aiti-4072	162	10	78	78	NUM
aiti-4072	162	11	(	(	PUNCT
aiti-4072	162	12	9	9	NUM
aiti-4072	162	13	)	)	PUNCT
aiti-4072	163	1	where	where	SCONJ
aiti-4072	163	2	x(x2,x3)is	x(x2,x3)is	PUNCT
aiti-4072	163	3	the	the	DET
aiti-4072	163	4	process	process	NOUN
aiti-4072	163	5	parameter	parameter	NOUN
aiti-4072	163	6	(	(	PUNCT
aiti-4072	163	7	control	control	NOUN
aiti-4072	163	8	factor	factor	NOUN
aiti-4072	163	9	)	)	PUNCT
aiti-4072	163	10	,	,	PUNCT
aiti-4072	163	11	yod	yod	PROPN
aiti-4072	163	12	is	be	AUX
aiti-4072	163	13	the	the	DET
aiti-4072	163	14	output	output	NOUN
aiti-4072	163	15	value	value	NOUN
aiti-4072	163	16	of	of	ADP
aiti-4072	163	17	diameter	diameter	NOUN
aiti-4072	163	18	quality	quality	NOUN
aiti-4072	163	19	predictor	predictor	NOUN
aiti-4072	163	20	after	after	ADP
aiti-4072	163	21	de	de	NOUN
aiti-4072	163	22	-	-	NOUN
aiti-4072	163	23	normalization	normalization	NOUN
aiti-4072	163	24	,	,	PUNCT
aiti-4072	163	25	and	and	CCONJ
aiti-4072	163	26	yot	yot	NOUN
aiti-4072	163	27	is	be	AUX
aiti-4072	163	28	the	the	DET
aiti-4072	163	29	output	output	NOUN
aiti-4072	163	30	value	value	NOUN
aiti-4072	163	31	of	of	ADP
aiti-4072	163	32	thickness	thickness	NOUN
aiti-4072	163	33	deviation	deviation	NOUN
aiti-4072	163	34	quality	quality	NOUN
aiti-4072	163	35	predictor	predictor	NOUN
aiti-4072	163	36	after	after	ADP
aiti-4072	163	37	de	de	NOUN
aiti-4072	163	38	-	-	NOUN
aiti-4072	163	39	normalization	normalization	NOUN
aiti-4072	163	40	,	,	PUNCT
aiti-4072	163	41	and	and	CCONJ
aiti-4072	163	42	555	555	NUM
aiti-4072	163	43	is	be	AUX
aiti-4072	163	44	the	the	DET
aiti-4072	163	45	target	target	NOUN
aiti-4072	163	46	value	value	NOUN
aiti-4072	163	47	of	of	ADP
aiti-4072	163	48	diameter	diameter	NOUN
aiti-4072	163	49	quality	quality	NOUN
aiti-4072	163	50	characteristic	characteristic	NOUN
aiti-4072	163	51	,	,	PUNCT
aiti-4072	163	52	and	and	CCONJ
aiti-4072	163	53	0.01	0.01	NUM
aiti-4072	163	54	is	be	AUX
aiti-4072	163	55	the	the	DET
aiti-4072	163	56	target	target	NOUN
aiti-4072	163	57	value	value	NOUN
aiti-4072	163	58	of	of	ADP
aiti-4072	163	59	thickness	thickness	NOUN
aiti-4072	163	60	deviation	deviation	NOUN
aiti-4072	163	61	quality	quality	NOUN
aiti-4072	163	62	characteristic	characteristic	ADJ
aiti-4072	163	63	as	as	ADV
aiti-4072	163	64	smaller	small	ADJ
aiti-4072	163	65	as	as	ADP
aiti-4072	163	66	possible	possible	ADJ
aiti-4072	163	67	.	.	PUNCT
aiti-4072	164	1	the	the	DET
aiti-4072	164	2	main	main	ADJ
aiti-4072	164	3	control	control	NOUN
aiti-4072	164	4	factors	factor	NOUN
aiti-4072	164	5	are	be	AUX
aiti-4072	164	6	x2is	x2is	PUNCT
aiti-4072	164	7	current	current	ADJ
aiti-4072	164	8	density	density	NOUN
aiti-4072	164	9	and	and	CCONJ
aiti-4072	164	10	x3	x3	PROPN
aiti-4072	164	11	is	be	AUX
aiti-4072	164	12	cathode	cathode	NOUN
aiti-4072	164	13	size	size	NOUN
aiti-4072	164	14	.	.	PUNCT
aiti-4072	165	1	by	by	ADP
aiti-4072	165	2	conducting	conduct	VERB
aiti-4072	165	3	a	a	DET
aiti-4072	165	4	global	global	ADJ
aiti-4072	165	5	search	search	NOUN
aiti-4072	165	6	for	for	ADP
aiti-4072	165	7	the	the	DET
aiti-4072	165	8	two	two	NUM
aiti-4072	165	9	significant	significant	ADJ
aiti-4072	165	10	control	control	NOUN
aiti-4072	165	11	factors	factor	NOUN
aiti-4072	165	12	of	of	ADP
aiti-4072	165	13	the	the	DET
aiti-4072	165	14	second	second	ADJ
aiti-4072	165	15	stage	stage	NOUN
aiti-4072	165	16	,	,	PUNCT
aiti-4072	165	17	and	and	CCONJ
aiti-4072	165	18	combining	combine	VERB
aiti-4072	165	19	bpnns	bpnn	NOUN
aiti-4072	165	20	/	/	SYM
aiti-4072	165	21	n	n	NOUN
aiti-4072	165	22	and	and	CCONJ
aiti-4072	165	23	bpnnq	bpnnq	NOUN
aiti-4072	165	24	with	with	ADP
aiti-4072	165	25	modified	modify	VERB
aiti-4072	165	26	pso	pso	NOUN
aiti-4072	165	27	-	-	PUNCT
aiti-4072	165	28	ga	ga	PROPN
aiti-4072	165	29	,	,	PUNCT
aiti-4072	165	30	this	this	DET
aiti-4072	165	31	study	study	NOUN
aiti-4072	165	32	can	can	AUX
aiti-4072	165	33	obtain	obtain	VERB
aiti-4072	165	34	the	the	DET
aiti-4072	165	35	process	process	NOUN
aiti-4072	165	36	parameter	parameter	NOUN
aiti-4072	165	37	combination	combination	NOUN
aiti-4072	165	38	meeting	meet	VERB
aiti-4072	165	39	the	the	DET
aiti-4072	165	40	multi	multi	ADJ
aiti-4072	165	41	-	-	ADJ
aiti-4072	165	42	objective	objective	ADJ
aiti-4072	165	43	quality	quality	NOUN
aiti-4072	165	44	and	and	CCONJ
aiti-4072	165	45	minimizing	minimize	VERB
aiti-4072	165	46	variation	variation	NOUN
aiti-4072	165	47	.	.	PUNCT
aiti-4072	166	1	the	the	DET
aiti-4072	166	2	optimal	optimal	ADJ
aiti-4072	166	3	process	process	NOUN
aiti-4072	166	4	parameter	parameter	NOUN
aiti-4072	166	5	combination	combination	NOUN
aiti-4072	166	6	is	be	AUX
aiti-4072	166	7	shown	show	VERB
aiti-4072	166	8	in	in	ADP
aiti-4072	166	9	table	table	NOUN
aiti-4072	166	10	5	5	NUM
aiti-4072	166	11	.	.	PUNCT
aiti-4072	166	12	table	table	NOUN
aiti-4072	166	13	5	5	NUM
aiti-4072	166	14	optimal	optimal	ADJ
aiti-4072	166	15	parameter	parameter	NOUN
aiti-4072	166	16	combination	combination	NOUN
aiti-4072	166	17	(	(	PUNCT
aiti-4072	166	18	two	two	NUM
aiti-4072	166	19	-	-	PUNCT
aiti-4072	166	20	stage	stage	NOUN
aiti-4072	166	21	process	process	NOUN
aiti-4072	166	22	)	)	PUNCT
aiti-4072	166	23	optimal	optimal	ADJ
aiti-4072	166	24	parameter	parameter	NOUN
aiti-4072	166	25	tl	tl	PROPN
aiti-4072	166	26	cd	cd	PROPN
aiti-4072	166	27	cs	cs	PROPN
aiti-4072	166	28	dac	dac	PROPN
aiti-4072	166	29	or	or	CCONJ
aiti-4072	166	30	49.582	49.582	NUM
aiti-4072	166	31	2.002	2.002	NUM
aiti-4072	166	32	3.85	3.85	NUM
aiti-4072	166	33	9.004	9.004	NUM
aiti-4072	166	34	51.912	51.912	NUM
aiti-4072	166	35	3.6	3.6	NUM
aiti-4072	166	36	confirmation	confirmation	NOUN
aiti-4072	166	37	of	of	ADP
aiti-4072	166	38	experiment	experiment	NOUN
aiti-4072	166	39	and	and	CCONJ
aiti-4072	166	40	discussion	discussion	NOUN
aiti-4072	166	41	due	due	ADP
aiti-4072	166	42	to	to	ADP
aiti-4072	166	43	the	the	DET
aiti-4072	166	44	accuracy	accuracy	NOUN
aiti-4072	166	45	set	set	VERB
aiti-4072	166	46	by	by	ADP
aiti-4072	166	47	the	the	DET
aiti-4072	166	48	operating	operating	NOUN
aiti-4072	166	49	machine	machine	NOUN
aiti-4072	166	50	,	,	PUNCT
aiti-4072	166	51	the	the	DET
aiti-4072	166	52	optimized	optimize	VERB
aiti-4072	166	53	parameter	parameter	NOUN
aiti-4072	166	54	values	value	NOUN
aiti-4072	166	55	must	must	AUX
aiti-4072	166	56	be	be	AUX
aiti-4072	166	57	rounded	round	VERB
aiti-4072	166	58	up	up	ADP
aiti-4072	166	59	according	accord	VERB
aiti-4072	166	60	to	to	ADP
aiti-4072	166	61	the	the	DET
aiti-4072	166	62	limits	limit	NOUN
aiti-4072	166	63	set	set	VERB
aiti-4072	166	64	by	by	ADP
aiti-4072	166	65	the	the	DET
aiti-4072	166	66	machine	machine	NOUN
aiti-4072	166	67	.	.	PUNCT
aiti-4072	167	1	the	the	DET
aiti-4072	167	2	finally	finally	ADV
aiti-4072	167	3	confirmed	confirm	VERB
aiti-4072	167	4	experimental	experimental	ADJ
aiti-4072	167	5	parameters	parameter	NOUN
aiti-4072	167	6	are	be	AUX
aiti-4072	167	7	shown	show	VERB
aiti-4072	167	8	in	in	ADP
aiti-4072	167	9	table	table	NOUN
aiti-4072	167	10	6	6	NUM
aiti-4072	167	11	.	.	PUNCT
aiti-4072	168	1	the	the	DET
aiti-4072	168	2	experimental	experimental	ADJ
aiti-4072	168	3	data	datum	NOUN
aiti-4072	168	4	will	will	AUX
aiti-4072	168	5	be	be	AUX
aiti-4072	168	6	confirmed	confirm	VERB
aiti-4072	168	7	according	accord	VERB
aiti-4072	168	8	to	to	ADP
aiti-4072	168	9	the	the	DET
aiti-4072	168	10	above	above	ADV
aiti-4072	168	11	-	-	PUNCT
aiti-4072	168	12	mentioned	mention	VERB
aiti-4072	168	13	quality	quality	NOUN
aiti-4072	168	14	evaluation	evaluation	NOUN
aiti-4072	168	15	methods	method	NOUN
aiti-4072	168	16	,	,	PUNCT
aiti-4072	168	17	and	and	CCONJ
aiti-4072	168	18	the	the	DET
aiti-4072	168	19	comprehensive	comprehensive	ADJ
aiti-4072	168	20	evaluation	evaluation	NOUN
aiti-4072	168	21	and	and	CCONJ
aiti-4072	168	22	comparison	comparison	NOUN
aiti-4072	168	23	tables	table	NOUN
aiti-4072	168	24	of	of	ADP
aiti-4072	168	25	the	the	DET
aiti-4072	168	26	quality	quality	NOUN
aiti-4072	168	27	of	of	ADP
aiti-4072	168	28	the	the	DET
aiti-4072	168	29	diameter	diameter	NOUN
aiti-4072	168	30	and	and	CCONJ
aiti-4072	168	31	thickness	thickness	NOUN
aiti-4072	168	32	will	will	AUX
aiti-4072	168	33	be	be	AUX
aiti-4072	168	34	separately	separately	ADV
aiti-4072	168	35	compiled	compile	VERB
aiti-4072	168	36	,	,	PUNCT
aiti-4072	168	37	as	as	SCONJ
aiti-4072	168	38	shown	show	VERB
aiti-4072	168	39	in	in	ADP
aiti-4072	168	40	table	table	NOUN
aiti-4072	168	41	7	7	NUM
aiti-4072	168	42	and	and	CCONJ
aiti-4072	168	43	table	table	NOUN
aiti-4072	168	44	8	8	NUM
aiti-4072	168	45	.	.	PUNCT
aiti-4072	169	1	the	the	DET
aiti-4072	169	2	product	product	NOUN
aiti-4072	169	3	quality	quality	NOUN
aiti-4072	169	4	characteristics	characteristic	NOUN
aiti-4072	169	5	and	and	CCONJ
aiti-4072	169	6	ideal	ideal	ADJ
aiti-4072	169	7	functions	function	NOUN
aiti-4072	169	8	of	of	ADP
aiti-4072	169	9	this	this	DET
aiti-4072	169	10	study	study	NOUN
aiti-4072	169	11	are	be	AUX
aiti-4072	169	12	based	base	VERB
aiti-4072	169	13	on	on	ADP
aiti-4072	169	14	the	the	DET
aiti-4072	169	15	manufacturer	manufacturer	NOUN
aiti-4072	169	16	's	's	PART
aiti-4072	169	17	requirements	requirement	NOUN
aiti-4072	169	18	for	for	ADP
aiti-4072	169	19	product	product	NOUN
aiti-4072	169	20	quality	quality	NOUN
aiti-4072	169	21	.	.	PUNCT
aiti-4072	170	1	the	the	DET
aiti-4072	170	2	diameter	diameter	NOUN
aiti-4072	170	3	roundness	roundness	NOUN
aiti-4072	170	4	specification	specification	NOUN
aiti-4072	170	5	is	be	AUX
aiti-4072	170	6	555	555	NUM
aiti-4072	170	7	±0.3	±0.3	PROPN
aiti-4072	170	8	μm	μm	NUM
aiti-4072	170	9	(	(	PUNCT
aiti-4072	170	10	target	target	NOUN
aiti-4072	170	11	value	value	NOUN
aiti-4072	170	12	:	:	PUNCT
aiti-4072	170	13	555	555	NUM
aiti-4072	170	14	μm	μm	NOUN
aiti-4072	170	15	,	,	PUNCT
aiti-4072	170	16	tolerance	tolerance	NOUN
aiti-4072	170	17	:	:	PUNCT
aiti-4072	170	18	±3	±3	ADJ
aiti-4072	170	19	μm	μm	NOUN
aiti-4072	170	20	)	)	PUNCT
aiti-4072	170	21	,	,	PUNCT
aiti-4072	170	22	and	and	CCONJ
aiti-4072	170	23	the	the	DET
aiti-4072	170	24	thickness	thickness	NOUN
aiti-4072	170	25	deviation	deviation	NOUN
aiti-4072	170	26	specification	specification	NOUN
aiti-4072	170	27	is	be	AUX
aiti-4072	170	28	5	5	NUM
aiti-4072	170	29	%	%	NOUN
aiti-4072	170	30	and	and	CCONJ
aiti-4072	170	31	expectedly	expectedly	ADV
aiti-4072	170	32	smaller	small	ADJ
aiti-4072	170	33	.	.	PUNCT
aiti-4072	171	1	(	(	PUNCT
aiti-4072	171	2	target	target	NOUN
aiti-4072	171	3	value	value	NOUN
aiti-4072	171	4	:	:	PUNCT
aiti-4072	171	5	0μm	0μm	NOUN
aiti-4072	171	6	)	)	PUNCT
aiti-4072	171	7	.	.	PUNCT
aiti-4072	172	1	additionally	additionally	ADV
aiti-4072	172	2	,	,	PUNCT
aiti-4072	172	3	for	for	ADP
aiti-4072	172	4	the	the	DET
aiti-4072	172	5	diameter	diameter	NOUN
aiti-4072	172	6	quality	quality	NOUN
aiti-4072	172	7	characteristics	characteristic	NOUN
aiti-4072	172	8	,	,	PUNCT
aiti-4072	172	9	the	the	DET
aiti-4072	172	10	multi	multi	ADJ
aiti-4072	172	11	-	-	ADJ
aiti-4072	172	12	quality	quality	ADJ
aiti-4072	172	13	optimized	optimize	VERB
aiti-4072	172	14	cpk	cpk	PROPN
aiti-4072	172	15	value	value	NOUN
aiti-4072	172	16	is	be	AUX
aiti-4072	172	17	1.69	1.69	NUM
aiti-4072	172	18	,	,	PUNCT
aiti-4072	172	19	which	which	PRON
aiti-4072	172	20	is	be	AUX
aiti-4072	172	21	much	much	ADV
aiti-4072	172	22	larger	large	ADJ
aiti-4072	172	23	than	than	ADP
aiti-4072	172	24	the	the	DET
aiti-4072	172	25	0.70	0.70	NUM
aiti-4072	172	26	of	of	ADP
aiti-4072	172	27	the	the	DET
aiti-4072	172	28	taguchi	taguchi	PROPN
aiti-4072	172	29	method	method	NOUN
aiti-4072	172	30	,	,	PUNCT
aiti-4072	172	31	and	and	CCONJ
aiti-4072	172	32	the	the	DET
aiti-4072	172	33	average	average	ADJ
aiti-4072	172	34	diameter	diameter	NOUN
aiti-4072	172	35	value	value	NOUN
aiti-4072	172	36	is	be	AUX
aiti-4072	172	37	also	also	ADV
aiti-4072	172	38	the	the	DET
aiti-4072	172	39	closest	close	ADJ
aiti-4072	172	40	to	to	ADP
aiti-4072	172	41	the	the	DET
aiti-4072	172	42	target	target	NOUN
aiti-4072	172	43	value	value	NOUN
aiti-4072	172	44	.	.	PUNCT
aiti-4072	173	1	the	the	DET
aiti-4072	173	2	standard	standard	ADJ
aiti-4072	173	3	deviation	deviation	NOUN
aiti-4072	173	4	of	of	ADP
aiti-4072	173	5	0.058	0.058	NUM
aiti-4072	173	6	is	be	AUX
aiti-4072	173	7	also	also	ADV
aiti-4072	173	8	lower	low	ADJ
aiti-4072	173	9	than	than	ADP
aiti-4072	173	10	0.132	0.132	NUM
aiti-4072	173	11	of	of	ADP
aiti-4072	173	12	the	the	DET
aiti-4072	173	13	taguchi	taguchi	PROPN
aiti-4072	173	14	method	method	NOUN
aiti-4072	173	15	.	.	PUNCT
aiti-4072	174	1	it	it	PRON
aiti-4072	174	2	is	be	AUX
aiti-4072	174	3	found	find	VERB
aiti-4072	174	4	that	that	SCONJ
aiti-4072	174	5	the	the	DET
aiti-4072	174	6	two	two	NUM
aiti-4072	174	7	-	-	PUNCT
aiti-4072	174	8	stage	stage	NOUN
aiti-4072	174	9	optimization	optimization	NOUN
aiti-4072	174	10	is	be	AUX
aiti-4072	174	11	better	well	ADJ
aiti-4072	174	12	.	.	PUNCT
aiti-4072	175	1	moreover	moreover	ADV
aiti-4072	175	2	,	,	PUNCT
aiti-4072	175	3	for	for	ADP
aiti-4072	175	4	the	the	DET
aiti-4072	175	5	thickness	thickness	NOUN
aiti-4072	175	6	quality	quality	NOUN
aiti-4072	175	7	characteristics	characteristic	NOUN
aiti-4072	175	8	,	,	PUNCT
aiti-4072	175	9	after	after	ADP
aiti-4072	175	10	the	the	DET
aiti-4072	175	11	two	two	NUM
aiti-4072	175	12	-	-	PUNCT
aiti-4072	175	13	stage	stage	NOUN
aiti-4072	175	14	optimization	optimization	NOUN
aiti-4072	175	15	,	,	PUNCT
aiti-4072	175	16	the	the	DET
aiti-4072	175	17	thickness	thickness	NOUN
aiti-4072	175	18	deviation	deviation	NOUN
aiti-4072	175	19	is	be	AUX
aiti-4072	175	20	reduced	reduce	VERB
aiti-4072	175	21	from	from	ADP
aiti-4072	175	22	the	the	DET
aiti-4072	175	23	taguchi	taguchi	PROPN
aiti-4072	175	24	method	method	NOUN
aiti-4072	175	25	,	,	PUNCT
aiti-4072	175	26	0.0281	0.0281	NUM
aiti-4072	175	27	,	,	PUNCT
aiti-4072	175	28	to	to	ADP
aiti-4072	175	29	0.0191	0.0191	NUM
aiti-4072	175	30	;	;	PUNCT
aiti-4072	175	31	the	the	DET
aiti-4072	175	32	standard	standard	ADJ
aiti-4072	175	33	deviation	deviation	NOUN
aiti-4072	175	34	is	be	AUX
aiti-4072	175	35	also	also	ADV
aiti-4072	175	36	reduced	reduce	VERB
aiti-4072	175	37	from	from	ADP
aiti-4072	175	38	0.0075	0.0075	NUM
aiti-4072	175	39	of	of	ADP
aiti-4072	175	40	the	the	DET
aiti-4072	175	41	taguchi	taguchi	PROPN
aiti-4072	175	42	method	method	NOUN
aiti-4072	175	43	to	to	ADP
aiti-4072	175	44	0.0036	0.0036	NUM
aiti-4072	175	45	.	.	PUNCT
aiti-4072	176	1	it	it	PRON
aiti-4072	176	2	can	can	AUX
aiti-4072	176	3	be	be	AUX
aiti-4072	176	4	seen	see	VERB
aiti-4072	176	5	that	that	SCONJ
aiti-4072	176	6	after	after	ADP
aiti-4072	176	7	the	the	DET
aiti-4072	176	8	two	two	NUM
aiti-4072	176	9	-	-	PUNCT
aiti-4072	176	10	stage	stage	NOUN
aiti-4072	176	11	optimization	optimization	NOUN
aiti-4072	176	12	,	,	PUNCT
aiti-4072	176	13	not	not	PART
aiti-4072	176	14	only	only	ADV
aiti-4072	176	15	the	the	DET
aiti-4072	176	16	diameter	diameter	NOUN
aiti-4072	176	17	is	be	AUX
aiti-4072	176	18	closer	close	ADJ
aiti-4072	176	19	to	to	ADP
aiti-4072	176	20	the	the	DET
aiti-4072	176	21	target	target	NOUN
aiti-4072	176	22	value	value	NOUN
aiti-4072	176	23	,	,	PUNCT
aiti-4072	176	24	but	but	CCONJ
aiti-4072	176	25	also	also	ADV
aiti-4072	176	26	the	the	DET
aiti-4072	176	27	thickness	thickness	NOUN
aiti-4072	176	28	deviation	deviation	NOUN
aiti-4072	176	29	is	be	AUX
aiti-4072	176	30	reduced	reduce	VERB
aiti-4072	176	31	,	,	PUNCT
aiti-4072	176	32	and	and	CCONJ
aiti-4072	176	33	the	the	DET
aiti-4072	176	34	process	process	NOUN
aiti-4072	176	35	is	be	AUX
aiti-4072	176	36	more	more	ADV
aiti-4072	176	37	stable	stable	ADJ
aiti-4072	176	38	.	.	PUNCT
aiti-4072	177	1	the	the	DET
aiti-4072	177	2	results	result	NOUN
aiti-4072	177	3	show	show	VERB
aiti-4072	177	4	that	that	SCONJ
aiti-4072	177	5	the	the	DET
aiti-4072	177	6	two	two	NUM
aiti-4072	177	7	-	-	PUNCT
aiti-4072	177	8	stage	stage	NOUN
aiti-4072	177	9	optimization	optimization	NOUN
aiti-4072	177	10	is	be	AUX
aiti-4072	177	11	better	well	ADJ
aiti-4072	177	12	in	in	ADP
aiti-4072	177	13	the	the	DET
aiti-4072	177	14	comprehensive	comprehensive	ADJ
aiti-4072	177	15	evaluation	evaluation	NOUN
aiti-4072	177	16	of	of	ADP
aiti-4072	177	17	each	each	DET
aiti-4072	177	18	quality	quality	NOUN
aiti-4072	177	19	.	.	PUNCT
aiti-4072	178	1	advances	advance	NOUN
aiti-4072	178	2	in	in	ADP
aiti-4072	178	3	technology	technology	NOUN
aiti-4072	178	4	innovation	innovation	NOUN
aiti-4072	178	5	,	,	PUNCT
aiti-4072	178	6	vol	vol	NOUN
aiti-4072	178	7	.	.	PROPN
aiti-4072	179	1	4	4	NUM
aiti-4072	179	2	,	,	PUNCT
aiti-4072	179	3	no	no	INTJ
aiti-4072	179	4	.	.	NOUN
aiti-4072	179	5	4	4	NUM
aiti-4072	179	6	,	,	PUNCT
aiti-4072	179	7	2019	2019	NUM
aiti-4072	179	8	,	,	PUNCT
aiti-4072	179	9	pp	pp	ADJ
aiti-4072	179	10	.	.	PUNCT
aiti-4072	180	1	211	211	NUM
aiti-4072	180	2	-	-	SYM
aiti-4072	180	3	221	221	NUM
aiti-4072	180	4	219	219	NUM
aiti-4072	180	5	table	table	NOUN
aiti-4072	180	6	6	6	NUM
aiti-4072	180	7	optimal	optimal	ADJ
aiti-4072	180	8	parameters	parameter	NOUN
aiti-4072	180	9	and	and	CCONJ
aiti-4072	180	10	machine	machine	NOUN
aiti-4072	180	11	settings	setting	NOUN
aiti-4072	180	12	tl	tl	PROPN
aiti-4072	180	13	cd	cd	PROPN
aiti-4072	180	14	cs	cs	PROPN
aiti-4072	180	15	dac	dac	PROPN
aiti-4072	180	16	or	or	CCONJ
aiti-4072	180	17	taguchi	taguchi	PROPN
aiti-4072	180	18	+	+	CCONJ
aiti-4072	180	19	anova	anova	PROPN
aiti-4072	180	20	50	50	NUM
aiti-4072	180	21	3.00	3.00	NUM
aiti-4072	180	22	4.00	4.00	NUM
aiti-4072	180	23	9	9	NUM
aiti-4072	180	24	20	20	NUM
aiti-4072	180	25	machine	machine	NOUN
aiti-4072	180	26	settings	setting	NOUN
aiti-4072	180	27	50	50	NUM
aiti-4072	180	28	3.00	3.00	NUM
aiti-4072	180	29	4.00	4.00	NUM
aiti-4072	180	30	9	9	NUM
aiti-4072	180	31	20	20	NUM
aiti-4072	180	32	two	two	NUM
aiti-4072	180	33	-	-	PUNCT
aiti-4072	180	34	stage	stage	NOUN
aiti-4072	180	35	optimization	optimization	NOUN
aiti-4072	180	36	49.582	49.582	NUM
aiti-4072	180	37	2.002	2.002	NUM
aiti-4072	180	38	3.850	3.850	NUM
aiti-4072	180	39	9.004	9.004	NUM
aiti-4072	180	40	51.912	51.912	NUM
aiti-4072	180	41	machine	machine	NOUN
aiti-4072	180	42	settings	setting	NOUN
aiti-4072	180	43	50	50	NUM
aiti-4072	180	44	2.00	2.00	NUM
aiti-4072	180	45	4.00	4.00	NUM
aiti-4072	180	46	9	9	NUM
aiti-4072	180	47	52	52	NUM
aiti-4072	180	48	table	table	NOUN
aiti-4072	180	49	7	7	NUM
aiti-4072	180	50	a	a	DET
aiti-4072	180	51	comprehensively	comprehensively	ADV
aiti-4072	180	52	evaluation	evaluation	NOUN
aiti-4072	180	53	&	&	CCONJ
aiti-4072	180	54	comparison	comparison	NOUN
aiti-4072	180	55	table	table	NOUN
aiti-4072	180	56	of	of	ADP
aiti-4072	180	57	diameter	diameter	NOUN
aiti-4072	180	58	quality	quality	PROPN
aiti-4072	180	59	cpk	cpk	PROPN
aiti-4072	180	60	average	average	PROPN
aiti-4072	180	61	standard	standard	ADJ
aiti-4072	180	62	deviation	deviation	NOUN
aiti-4072	180	63	taguchi	taguchi	PROPN
aiti-4072	180	64	+	+	CCONJ
aiti-4072	180	65	anova	anova	PROPN
aiti-4072	180	66	0.70	0.70	NUM
aiti-4072	180	67	554.980	554.980	NUM
aiti-4072	180	68	0.132	0.132	NUM
aiti-4072	180	69	two	two	NUM
aiti-4072	180	70	-	-	PUNCT
aiti-4072	180	71	stage	stage	NOUN
aiti-4072	180	72	optimization	optimization	NOUN
aiti-4072	180	73	1.69	1.69	NUM
aiti-4072	180	74	555.004	555.004	NUM
aiti-4072	180	75	0.058	0.058	NUM
aiti-4072	180	76	table	table	NOUN
aiti-4072	180	77	8	8	NUM
aiti-4072	180	78	a	a	DET
aiti-4072	180	79	comprehensively	comprehensively	ADV
aiti-4072	180	80	evaluation	evaluation	NOUN
aiti-4072	180	81	&	&	CCONJ
aiti-4072	180	82	comparison	comparison	NOUN
aiti-4072	180	83	table	table	NOUN
aiti-4072	180	84	of	of	ADP
aiti-4072	180	85	thickness	thickness	NOUN
aiti-4072	180	86	quality	quality	NOUN
aiti-4072	180	87	average	average	ADJ
aiti-4072	180	88	standard	standard	ADJ
aiti-4072	180	89	deviation	deviation	NOUN
aiti-4072	180	90	taguchi	taguchi	PROPN
aiti-4072	180	91	+	+	CCONJ
aiti-4072	180	92	anova	anova	PROPN
aiti-4072	180	93	0.0281	0.0281	NUM
aiti-4072	180	94	0.0075	0.0075	NUM
aiti-4072	180	95	two	two	NUM
aiti-4072	180	96	-	-	PUNCT
aiti-4072	180	97	stage	stage	NOUN
aiti-4072	180	98	optimization	optimization	NOUN
aiti-4072	180	99	0.0191	0.0191	NUM
aiti-4072	180	100	0.0036	0.0036	NUM
aiti-4072	180	101	3.7	3.7	NUM
aiti-4072	180	102	.	.	PUNCT
aiti-4072	181	1	process	process	NOUN
aiti-4072	181	2	parameters	parameter	NOUN
aiti-4072	181	3	and	and	CCONJ
aiti-4072	181	4	quality	quality	NOUN
aiti-4072	181	5	characteristics	characteristic	NOUN
aiti-4072	181	6	analysis	analysis	NOUN
aiti-4072	181	7	fig	fig	NOUN
aiti-4072	181	8	.	.	PUNCT
aiti-4072	182	1	4	4	NUM
aiti-4072	182	2	the	the	DET
aiti-4072	182	3	effect	effect	NOUN
aiti-4072	182	4	of	of	ADP
aiti-4072	182	5	current	current	ADJ
aiti-4072	182	6	density	density	NOUN
aiti-4072	182	7	and	and	CCONJ
aiti-4072	182	8	cathode	cathode	NOUN
aiti-4072	182	9	size	size	NOUN
aiti-4072	182	10	on	on	ADP
aiti-4072	182	11	diameter	diameter	NOUN
aiti-4072	182	12	s	s	PROPN
aiti-4072	182	13	/	/	SYM
aiti-4072	182	14	n	n	PRON
aiti-4072	182	15	ratio	ratio	NOUN
aiti-4072	182	16	this	this	DET
aiti-4072	182	17	section	section	NOUN
aiti-4072	182	18	discusses	discuss	VERB
aiti-4072	182	19	the	the	DET
aiti-4072	182	20	relationship	relationship	NOUN
aiti-4072	182	21	between	between	ADP
aiti-4072	182	22	process	process	NOUN
aiti-4072	182	23	parameters	parameter	NOUN
aiti-4072	182	24	and	and	CCONJ
aiti-4072	182	25	quality	quality	NOUN
aiti-4072	182	26	characteristics	characteristic	NOUN
aiti-4072	182	27	.	.	PUNCT
aiti-4072	183	1	the	the	DET
aiti-4072	183	2	process	process	NOUN
aiti-4072	183	3	parameter	parameter	NOUN
aiti-4072	183	4	control	control	NOUN
aiti-4072	183	5	factors	factor	NOUN
aiti-4072	183	6	of	of	ADP
aiti-4072	183	7	this	this	DET
aiti-4072	183	8	experiment	experiment	NOUN
aiti-4072	183	9	are	be	AUX
aiti-4072	183	10	the	the	DET
aiti-4072	183	11	temperature	temperature	NOUN
aiti-4072	183	12	,	,	PUNCT
aiti-4072	183	13	current	current	ADJ
aiti-4072	183	14	density	density	NOUN
aiti-4072	183	15	,	,	PUNCT
aiti-4072	183	16	cathode	cathode	NOUN
aiti-4072	183	17	size	size	NOUN
aiti-4072	183	18	,	,	PUNCT
aiti-4072	183	19	distance	distance	NOUN
aiti-4072	183	20	between	between	ADP
aiti-4072	183	21	cathode	cathode	NOUN
aiti-4072	183	22	and	and	CCONJ
aiti-4072	183	23	anode	anode	NOUN
aiti-4072	183	24	,	,	PUNCT
aiti-4072	183	25	and	and	CCONJ
aiti-4072	183	26	oscillating	oscillating	NOUN
aiti-4072	183	27	rate	rate	NOUN
aiti-4072	183	28	.	.	PUNCT
aiti-4072	184	1	according	accord	VERB
aiti-4072	184	2	to	to	ADP
aiti-4072	184	3	previous	previous	ADJ
aiti-4072	184	4	investigation	investigation	NOUN
aiti-4072	184	5	,	,	PUNCT
aiti-4072	184	6	the	the	DET
aiti-4072	184	7	current	current	ADJ
aiti-4072	184	8	density	density	NOUN
aiti-4072	184	9	and	and	CCONJ
aiti-4072	184	10	cathode	cathode	NOUN
aiti-4072	184	11	size	size	NOUN
aiti-4072	184	12	are	be	AUX
aiti-4072	184	13	the	the	DET
aiti-4072	184	14	most	most	ADV
aiti-4072	184	15	significant	significant	ADJ
aiti-4072	184	16	factors	factor	NOUN
aiti-4072	184	17	for	for	ADP
aiti-4072	184	18	the	the	DET
aiti-4072	184	19	process	process	NOUN
aiti-4072	184	20	parameters	parameter	NOUN
aiti-4072	184	21	in	in	ADP
aiti-4072	184	22	this	this	DET
aiti-4072	184	23	research	research	NOUN
aiti-4072	184	24	;	;	PUNCT
aiti-4072	184	25	therefore	therefore	ADV
aiti-4072	184	26	,	,	PUNCT
aiti-4072	184	27	this	this	DET
aiti-4072	184	28	study	study	NOUN
aiti-4072	184	29	uses	use	VERB
aiti-4072	184	30	those	those	DET
aiti-4072	184	31	factors	factor	NOUN
aiti-4072	184	32	as	as	ADP
aiti-4072	184	33	variation	variation	NOUN
aiti-4072	184	34	factors	factor	NOUN
aiti-4072	184	35	for	for	ADP
aiti-4072	184	36	more	more	ADJ
aiti-4072	184	37	in	in	ADP
aiti-4072	184	38	-	-	PUNCT
aiti-4072	184	39	depth	depth	NOUN
aiti-4072	184	40	analysis	analysis	NOUN
aiti-4072	184	41	.	.	PUNCT
aiti-4072	185	1	the	the	DET
aiti-4072	185	2	cathode	cathode	NOUN
aiti-4072	185	3	size	size	NOUN
aiti-4072	185	4	,	,	PUNCT
aiti-4072	185	5	the	the	DET
aiti-4072	185	6	cathode	cathode	NOUN
aiti-4072	185	7	-	-	PUNCT
aiti-4072	185	8	anode	anode	NOUN
aiti-4072	185	9	distance	distance	NOUN
aiti-4072	185	10	,	,	PUNCT
aiti-4072	185	11	and	and	CCONJ
aiti-4072	185	12	the	the	DET
aiti-4072	185	13	oscillating	oscillate	VERB
aiti-4072	185	14	rate	rate	NOUN
aiti-4072	185	15	are	be	AUX
aiti-4072	185	16	fixed	fix	VERB
aiti-4072	185	17	according	accord	VERB
aiti-4072	185	18	to	to	ADP
aiti-4072	185	19	the	the	DET
aiti-4072	185	20	optimum	optimum	ADJ
aiti-4072	185	21	parameters	parameter	NOUN
aiti-4072	185	22	of	of	ADP
aiti-4072	185	23	the	the	DET
aiti-4072	185	24	taguchi	taguchi	PROPN
aiti-4072	185	25	experimental	experimental	ADJ
aiti-4072	185	26	analysis	analysis	NOUN
aiti-4072	185	27	,	,	PUNCT
aiti-4072	185	28	and	and	CCONJ
aiti-4072	185	29	their	their	PRON
aiti-4072	185	30	values	value	NOUN
aiti-4072	185	31	are	be	AUX
aiti-4072	185	32	50	50	NUM
aiti-4072	185	33	°	°	NOUN
aiti-4072	185	34	c	c	NOUN
aiti-4072	185	35	,	,	PUNCT
aiti-4072	185	36	9	9	NUM
aiti-4072	185	37	cm	cm	NOUN
aiti-4072	185	38	and	and	CCONJ
aiti-4072	185	39	20	20	NUM
aiti-4072	185	40	times	time	NOUN
aiti-4072	185	41	/	/	SYM
aiti-4072	185	42	min	min	NOUN
aiti-4072	185	43	respectively	respectively	ADV
aiti-4072	185	44	.	.	PUNCT
aiti-4072	186	1	when	when	SCONJ
aiti-4072	186	2	the	the	DET
aiti-4072	186	3	s	s	PROPN
aiti-4072	186	4	/	/	SYM
aiti-4072	186	5	n	n	PROPN
aiti-4072	186	6	ratio	ratio	NOUN
aiti-4072	186	7	predictor	predictor	NOUN
aiti-4072	186	8	and	and	CCONJ
aiti-4072	186	9	the	the	DET
aiti-4072	186	10	quality	quality	NOUN
aiti-4072	186	11	predictor	predictor	NOUN
aiti-4072	186	12	are	be	AUX
aiti-4072	186	13	used	use	VERB
aiti-4072	186	14	as	as	ADP
aiti-4072	186	15	the	the	DET
aiti-4072	186	16	variation	variation	NOUN
aiti-4072	186	17	factors	factor	NOUN
aiti-4072	186	18	for	for	ADP
aiti-4072	186	19	the	the	DET
aiti-4072	186	20	predicted	predict	VERB
aiti-4072	186	21	current	current	ADJ
aiti-4072	186	22	density	density	NOUN
aiti-4072	186	23	and	and	CCONJ
aiti-4072	186	24	the	the	DET
aiti-4072	186	25	cathode	cathode	NOUN
aiti-4072	186	26	size	size	NOUN
aiti-4072	186	27	,	,	PUNCT
aiti-4072	186	28	the	the	DET
aiti-4072	186	29	output	output	NOUN
aiti-4072	186	30	of	of	ADP
aiti-4072	186	31	the	the	DET
aiti-4072	186	32	predictor	predictor	NOUN
aiti-4072	186	33	is	be	AUX
aiti-4072	186	34	shown	show	VERB
aiti-4072	186	35	in	in	ADP
aiti-4072	186	36	figs	fig	NOUN
aiti-4072	186	37	.	.	PUNCT
aiti-4072	187	1	4	4	NUM
aiti-4072	187	2	to	to	PART
aiti-4072	187	3	7	7	NUM
aiti-4072	187	4	.	.	PUNCT
aiti-4072	188	1	as	as	ADP
aiti-4072	188	2	what	what	PRON
aiti-4072	188	3	is	be	AUX
aiti-4072	188	4	shown	show	VERB
aiti-4072	188	5	from	from	ADP
aiti-4072	188	6	figures	figure	NOUN
aiti-4072	188	7	4	4	NUM
aiti-4072	188	8	and	and	CCONJ
aiti-4072	188	9	5	5	NUM
aiti-4072	188	10	,	,	PUNCT
aiti-4072	188	11	for	for	ADP
aiti-4072	188	12	the	the	DET
aiti-4072	188	13	diameter	diameter	NOUN
aiti-4072	188	14	roundness	roundness	NOUN
aiti-4072	188	15	s	s	PROPN
aiti-4072	188	16	/	/	SYM
aiti-4072	188	17	n	n	PRON
aiti-4072	188	18	ratio	ratio	NOUN
aiti-4072	188	19	,	,	PUNCT
aiti-4072	188	20	the	the	PRON
aiti-4072	188	21	smaller	small	ADJ
aiti-4072	188	22	the	the	DET
aiti-4072	188	23	value	value	NOUN
aiti-4072	188	24	of	of	ADP
aiti-4072	188	25	the	the	DET
aiti-4072	188	26	current	current	ADJ
aiti-4072	188	27	density	density	NOUN
aiti-4072	188	28	and	and	CCONJ
aiti-4072	188	29	the	the	DET
aiti-4072	188	30	larger	large	ADJ
aiti-4072	188	31	the	the	DET
aiti-4072	188	32	value	value	NOUN
aiti-4072	188	33	of	of	ADP
aiti-4072	188	34	the	the	DET
aiti-4072	188	35	cathode	cathode	NOUN
aiti-4072	188	36	size	size	NOUN
aiti-4072	188	37	are	be	AUX
aiti-4072	188	38	,	,	PUNCT
aiti-4072	188	39	the	the	PRON
aiti-4072	188	40	greater	great	ADJ
aiti-4072	188	41	the	the	DET
aiti-4072	188	42	influence	influence	NOUN
aiti-4072	188	43	on	on	ADP
aiti-4072	188	44	the	the	DET
aiti-4072	188	45	s	s	PROPN
aiti-4072	188	46	/	/	SYM
aiti-4072	188	47	n	n	NOUN
aiti-4072	188	48	ratio	ratio	NOUN
aiti-4072	188	49	is	be	AUX
aiti-4072	188	50	.	.	PUNCT
aiti-4072	189	1	therefore	therefore	ADV
aiti-4072	189	2	,	,	PUNCT
aiti-4072	189	3	if	if	SCONJ
aiti-4072	189	4	it	it	PRON
aiti-4072	189	5	is	be	AUX
aiti-4072	189	6	desired	desire	VERB
aiti-4072	189	7	that	that	SCONJ
aiti-4072	189	8	the	the	DET
aiti-4072	189	9	diameter	diameter	NOUN
aiti-4072	189	10	roundness	roundness	NOUN
aiti-4072	189	11	s	s	PROPN
aiti-4072	189	12	/	/	SYM
aiti-4072	189	13	n	n	ADP
aiti-4072	189	14	ratio	ratio	NOUN
aiti-4072	189	15	can	can	AUX
aiti-4072	189	16	achieve	achieve	VERB
aiti-4072	189	17	better	well	ADJ
aiti-4072	189	18	results	result	NOUN
aiti-4072	189	19	,	,	PUNCT
aiti-4072	189	20	the	the	DET
aiti-4072	189	21	current	current	ADJ
aiti-4072	189	22	density	density	NOUN
aiti-4072	189	23	and	and	CCONJ
aiti-4072	189	24	cathode	cathode	NOUN
aiti-4072	189	25	size	size	NOUN
aiti-4072	189	26	parameters	parameter	NOUN
aiti-4072	189	27	are	be	AUX
aiti-4072	189	28	respectively	respectively	ADV
aiti-4072	189	29	lowered	lower	VERB
aiti-4072	189	30	and	and	CCONJ
aiti-4072	189	31	increased	increase	VERB
aiti-4072	189	32	to	to	PART
aiti-4072	189	33	perform	perform	VERB
aiti-4072	189	34	better	well	ADV
aiti-4072	189	35	.	.	PUNCT
aiti-4072	190	1	for	for	ADP
aiti-4072	190	2	the	the	DET
aiti-4072	190	3	thickness	thickness	NOUN
aiti-4072	190	4	deviation	deviation	NOUN
aiti-4072	190	5	s	s	NOUN
aiti-4072	190	6	/	/	SYM
aiti-4072	190	7	n	n	PRON
aiti-4072	190	8	ratio	ratio	NOUN
aiti-4072	190	9	,	,	PUNCT
aiti-4072	190	10	the	the	PRON
aiti-4072	190	11	smaller	small	ADJ
aiti-4072	190	12	the	the	DET
aiti-4072	190	13	current	current	ADJ
aiti-4072	190	14	density	density	NOUN
aiti-4072	190	15	and	and	CCONJ
aiti-4072	190	16	the	the	DET
aiti-4072	190	17	larger	large	ADJ
aiti-4072	190	18	the	the	DET
aiti-4072	190	19	cathode	cathode	NOUN
aiti-4072	190	20	size	size	NOUN
aiti-4072	190	21	are	be	AUX
aiti-4072	190	22	,	,	PUNCT
aiti-4072	190	23	the	the	PRON
aiti-4072	190	24	greater	great	ADJ
aiti-4072	190	25	the	the	DET
aiti-4072	190	26	influence	influence	NOUN
aiti-4072	190	27	on	on	ADP
aiti-4072	190	28	the	the	DET
aiti-4072	190	29	thickness	thickness	NOUN
aiti-4072	190	30	s	s	PART
aiti-4072	190	31	/	/	SYM
aiti-4072	190	32	n	n	NOUN
aiti-4072	190	33	ratio	ratio	NOUN
aiti-4072	190	34	is	be	AUX
aiti-4072	190	35	.	.	PUNCT
aiti-4072	191	1	it	it	PRON
aiti-4072	191	2	is	be	AUX
aiti-4072	191	3	clearly	clearly	ADV
aiti-4072	191	4	observed	observe	VERB
aiti-4072	191	5	that	that	SCONJ
aiti-4072	191	6	the	the	DET
aiti-4072	191	7	current	current	ADJ
aiti-4072	191	8	density	density	NOUN
aiti-4072	191	9	interacts	interact	VERB
aiti-4072	191	10	with	with	ADP
aiti-4072	191	11	the	the	DET
aiti-4072	191	12	cathode	cathode	NOUN
aiti-4072	191	13	size	size	NOUN
aiti-4072	191	14	.	.	PUNCT
aiti-4072	192	1	therefore	therefore	ADV
aiti-4072	192	2	,	,	PUNCT
aiti-4072	192	3	if	if	SCONJ
aiti-4072	192	4	a	a	DET
aiti-4072	192	5	thickness	thickness	NOUN
aiti-4072	192	6	s	s	PART
aiti-4072	192	7	/	/	SYM
aiti-4072	192	8	n	n	NOUN
aiti-4072	192	9	ratio	ratio	NOUN
aiti-4072	192	10	is	be	AUX
aiti-4072	192	11	desired	desire	VERB
aiti-4072	192	12	to	to	PART
aiti-4072	192	13	obtain	obtain	VERB
aiti-4072	192	14	a	a	DET
aiti-4072	192	15	better	well	ADJ
aiti-4072	192	16	result	result	NOUN
aiti-4072	192	17	,	,	PUNCT
aiti-4072	192	18	the	the	DET
aiti-4072	192	19	adjustment	adjustment	NOUN
aiti-4072	192	20	of	of	ADP
aiti-4072	192	21	the	the	DET
aiti-4072	192	22	current	current	ADJ
aiti-4072	192	23	density	density	NOUN
aiti-4072	192	24	should	should	AUX
aiti-4072	192	25	be	be	AUX
aiti-4072	192	26	considered	consider	VERB
aiti-4072	192	27	,	,	PUNCT
aiti-4072	192	28	followed	follow	VERB
aiti-4072	192	29	by	by	ADP
aiti-4072	192	30	the	the	DET
aiti-4072	192	31	cathode	cathode	NOUN
aiti-4072	192	32	size	size	NOUN
aiti-4072	192	33	.	.	PUNCT
aiti-4072	193	1	in	in	ADP
aiti-4072	193	2	addition	addition	NOUN
aiti-4072	193	3	,	,	PUNCT
aiti-4072	193	4	as	as	SCONJ
aiti-4072	193	5	seen	see	VERB
aiti-4072	193	6	from	from	ADP
aiti-4072	193	7	fig	fig	NOUN
aiti-4072	193	8	.	.	PUNCT
aiti-4072	193	9	6	6	NUM
aiti-4072	193	10	and	and	CCONJ
aiti-4072	193	11	fig	fig	NOUN
aiti-4072	193	12	.	.	PUNCT
aiti-4072	194	1	7	7	NUM
aiti-4072	194	2	,	,	PUNCT
aiti-4072	194	3	if	if	SCONJ
aiti-4072	194	4	the	the	DET
aiti-4072	194	5	value	value	NOUN
aiti-4072	194	6	of	of	ADP
aiti-4072	194	7	the	the	DET
aiti-4072	194	8	current	current	ADJ
aiti-4072	194	9	density	density	NOUN
aiti-4072	194	10	is	be	AUX
aiti-4072	194	11	lower	low	ADJ
aiti-4072	194	12	and	and	CCONJ
aiti-4072	194	13	the	the	DET
aiti-4072	194	14	value	value	NOUN
aiti-4072	194	15	of	of	ADP
aiti-4072	194	16	the	the	DET
aiti-4072	194	17	cathode	cathode	NOUN
aiti-4072	194	18	is	be	AUX
aiti-4072	194	19	higher	high	ADJ
aiti-4072	194	20	,	,	PUNCT
aiti-4072	194	21	the	the	DET
aiti-4072	194	22	influence	influence	NOUN
aiti-4072	194	23	on	on	ADP
aiti-4072	194	24	the	the	DET
aiti-4072	194	25	diameter	diameter	NOUN
aiti-4072	194	26	roundness	roundness	NOUN
aiti-4072	194	27	and	and	CCONJ
aiti-4072	194	28	thickness	thickness	NOUN
aiti-4072	194	29	deviation	deviation	NOUN
aiti-4072	194	30	is	be	AUX
aiti-4072	194	31	more	more	ADV
aiti-4072	194	32	obvious	obvious	ADJ
aiti-4072	194	33	.	.	PUNCT
aiti-4072	195	1	thus	thus	ADV
aiti-4072	195	2	,	,	PUNCT
aiti-4072	195	3	if	if	SCONJ
aiti-4072	195	4	the	the	DET
aiti-4072	195	5	product	product	NOUN
aiti-4072	195	6	process	process	NOUN
aiti-4072	195	7	requires	require	VERB
aiti-4072	195	8	a	a	DET
aiti-4072	195	9	larger	large	ADJ
aiti-4072	195	10	size	size	NOUN
aiti-4072	195	11	,	,	PUNCT
aiti-4072	195	12	the	the	DET
aiti-4072	195	13	parameters	parameter	NOUN
aiti-4072	195	14	with	with	ADP
aiti-4072	195	15	lower	low	ADJ
aiti-4072	195	16	current	current	ADJ
aiti-4072	195	17	density	density	NOUN
aiti-4072	195	18	adjustment	adjustment	NOUN
aiti-4072	195	19	and	and	CCONJ
aiti-4072	195	20	higher	high	ADJ
aiti-4072	195	21	cathode	cathode	NOUN
aiti-4072	195	22	size	size	NOUN
aiti-4072	195	23	adjustment	adjustment	NOUN
aiti-4072	195	24	can	can	AUX
aiti-4072	195	25	obtain	obtain	VERB
aiti-4072	195	26	better	well	ADJ
aiti-4072	195	27	results	result	NOUN
aiti-4072	195	28	.	.	PUNCT
aiti-4072	196	1	the	the	DET
aiti-4072	196	2	diameter	diameter	NOUN
aiti-4072	196	3	quality	quality	NOUN
aiti-4072	196	4	characteristic	characteristic	NOUN
aiti-4072	196	5	required	require	VERB
aiti-4072	196	6	for	for	ADP
aiti-4072	196	7	this	this	DET
aiti-4072	196	8	experiment	experiment	NOUN
aiti-4072	196	9	in	in	ADP
aiti-4072	196	10	this	this	DET
aiti-4072	196	11	research	research	NOUN
aiti-4072	196	12	is	be	AUX
aiti-4072	196	13	555μm	555μm	NOUN
aiti-4072	196	14	;	;	PUNCT
aiti-4072	196	15	and	and	CCONJ
aiti-4072	196	16	the	the	DET
aiti-4072	196	17	thickness	thickness	NOUN
aiti-4072	196	18	quality	quality	NOUN
aiti-4072	196	19	characteristic	characteristic	NOUN
aiti-4072	196	20	is	be	AUX
aiti-4072	196	21	the	the	DET
aiti-4072	196	22	smaller	small	ADJ
aiti-4072	196	23	the	the	DET
aiti-4072	196	24	better	well	ADJ
aiti-4072	196	25	.	.	PUNCT
aiti-4072	197	1	according	accord	VERB
aiti-4072	197	2	to	to	ADP
aiti-4072	197	3	the	the	DET
aiti-4072	197	4	advances	advance	NOUN
aiti-4072	197	5	in	in	ADP
aiti-4072	197	6	technology	technology	NOUN
aiti-4072	197	7	innovation	innovation	NOUN
aiti-4072	197	8	,	,	PUNCT
aiti-4072	197	9	vol	vol	NOUN
aiti-4072	197	10	.	.	PROPN
aiti-4072	197	11	4	4	NUM
aiti-4072	197	12	,	,	PUNCT
aiti-4072	197	13	no	no	INTJ
aiti-4072	197	14	.	.	NOUN
aiti-4072	197	15	4	4	NUM
aiti-4072	197	16	,	,	PUNCT
aiti-4072	197	17	2019	2019	NUM
aiti-4072	197	18	,	,	PUNCT
aiti-4072	197	19	pp	pp	ADJ
aiti-4072	197	20	.	.	PUNCT
aiti-4072	198	1	211	211	NUM
aiti-4072	198	2	-	-	SYM
aiti-4072	198	3	221	221	NUM
aiti-4072	198	4	220	220	NUM
aiti-4072	198	5	trend	trend	NOUN
aiti-4072	198	6	graph	graph	NOUN
aiti-4072	198	7	of	of	ADP
aiti-4072	198	8	the	the	DET
aiti-4072	198	9	diameter	diameter	NOUN
aiti-4072	198	10	quality	quality	NOUN
aiti-4072	198	11	predictor	predictor	NOUN
aiti-4072	198	12	,	,	PUNCT
aiti-4072	198	13	the	the	DET
aiti-4072	198	14	drop	drop	NOUN
aiti-4072	198	15	point	point	NOUN
aiti-4072	198	16	is	be	AUX
aiti-4072	198	17	between	between	ADP
aiti-4072	198	18	the	the	DET
aiti-4072	198	19	current	current	ADJ
aiti-4072	198	20	density	density	NOUN
aiti-4072	198	21	of	of	ADP
aiti-4072	198	22	1~2	1~2	NUM
aiti-4072	198	23	a	a	PRON
aiti-4072	198	24	/	/	SYM
aiti-4072	198	25	dm	dm	PROPN
aiti-4072	198	26	2	2	NUM
aiti-4072	198	27	and	and	CCONJ
aiti-4072	198	28	the	the	DET
aiti-4072	198	29	cathode	cathode	NOUN
aiti-4072	198	30	size	size	NOUN
aiti-4072	198	31	is	be	AUX
aiti-4072	198	32	about	about	ADV
aiti-4072	198	33	3~4	3~4	NUM
aiti-4072	198	34	dm	dm	NUM
aiti-4072	198	35	2	2	NUM
aiti-4072	198	36	,	,	PUNCT
aiti-4072	198	37	and	and	CCONJ
aiti-4072	198	38	according	accord	VERB
aiti-4072	198	39	to	to	ADP
aiti-4072	198	40	the	the	DET
aiti-4072	198	41	trend	trend	NOUN
aiti-4072	198	42	graph	graph	NOUN
aiti-4072	198	43	of	of	ADP
aiti-4072	198	44	the	the	DET
aiti-4072	198	45	thickness	thickness	NOUN
aiti-4072	198	46	quality	quality	NOUN
aiti-4072	198	47	predictor	predictor	NOUN
aiti-4072	198	48	,	,	PUNCT
aiti-4072	198	49	the	the	DET
aiti-4072	198	50	drop	drop	NOUN
aiti-4072	198	51	point	point	NOUN
aiti-4072	198	52	is	be	AUX
aiti-4072	198	53	about	about	ADP
aiti-4072	198	54	between	between	ADP
aiti-4072	198	55	1~3	1~3	NUM
aiti-4072	198	56	a	a	PROPN
aiti-4072	198	57	/	/	SYM
aiti-4072	198	58	dm	dm	PROPN
aiti-4072	198	59	2	2	NUM
aiti-4072	198	60	(	(	PUNCT
aiti-4072	198	61	current	current	ADJ
aiti-4072	198	62	density	density	NOUN
aiti-4072	198	63	)	)	PUNCT
aiti-4072	198	64	and	and	CCONJ
aiti-4072	198	65	3.5~4	3.5~4	NUM
aiti-4072	198	66	dm	dm	NUM
aiti-4072	198	67	2	2	NUM
aiti-4072	198	68	(	(	PUNCT
aiti-4072	198	69	cathode	cathode	NOUN
aiti-4072	198	70	size	size	NOUN
aiti-4072	198	71	)	)	PUNCT
aiti-4072	198	72	.	.	PUNCT
aiti-4072	199	1	therefore	therefore	ADV
aiti-4072	199	2	,	,	PUNCT
aiti-4072	199	3	in	in	ADP
aiti-4072	199	4	this	this	DET
aiti-4072	199	5	study	study	NOUN
aiti-4072	199	6	,	,	PUNCT
aiti-4072	199	7	the	the	DET
aiti-4072	199	8	optimal	optimal	ADJ
aiti-4072	199	9	parameters	parameter	NOUN
aiti-4072	199	10	of	of	ADP
aiti-4072	199	11	the	the	DET
aiti-4072	199	12	s	s	PROPN
aiti-4072	199	13	/	/	SYM
aiti-4072	199	14	n	n	PROPN
aiti-4072	199	15	ratio	ratio	NOUN
aiti-4072	199	16	predictor	predictor	NOUN
aiti-4072	199	17	and	and	CCONJ
aiti-4072	199	18	the	the	DET
aiti-4072	199	19	quality	quality	NOUN
aiti-4072	199	20	predictor	predictor	NOUN
aiti-4072	199	21	are	be	AUX
aiti-4072	199	22	obtained	obtain	VERB
aiti-4072	199	23	by	by	ADP
aiti-4072	199	24	the	the	DET
aiti-4072	199	25	hybrid	hybrid	ADJ
aiti-4072	199	26	pso	pso	NOUN
aiti-4072	199	27	-	-	PUNCT
aiti-4072	199	28	ga	ga	PROPN
aiti-4072	199	29	.	.	PUNCT
aiti-4072	200	1	the	the	DET
aiti-4072	200	2	best	good	ADJ
aiti-4072	200	3	parameters	parameter	NOUN
aiti-4072	200	4	are	be	AUX
aiti-4072	200	5	current	current	ADJ
aiti-4072	200	6	density	density	NOUN
aiti-4072	200	7	2.00	2.00	NUM
aiti-4072	200	8	a	a	NOUN
aiti-4072	200	9	/	/	SYM
aiti-4072	200	10	dm	dm	PROPN
aiti-4072	200	11	2	2	NUM
aiti-4072	200	12	and	and	CCONJ
aiti-4072	200	13	cathode	cathode	NOUN
aiti-4072	200	14	size	size	NOUN
aiti-4072	200	15	4	4	NUM
aiti-4072	200	16	dm	dm	PROPN
aiti-4072	200	17	2	2	NUM
aiti-4072	200	18	.	.	PUNCT
aiti-4072	201	1	fig	fig	NOUN
aiti-4072	201	2	.	.	PUNCT
aiti-4072	202	1	5	5	NUM
aiti-4072	202	2	the	the	DET
aiti-4072	202	3	effect	effect	NOUN
aiti-4072	202	4	of	of	ADP
aiti-4072	202	5	current	current	ADJ
aiti-4072	202	6	density	density	NOUN
aiti-4072	202	7	and	and	CCONJ
aiti-4072	202	8	cathode	cathode	NOUN
aiti-4072	202	9	size	size	NOUN
aiti-4072	202	10	on	on	ADP
aiti-4072	202	11	thickness	thickness	NOUN
aiti-4072	202	12	s	s	PROPN
aiti-4072	202	13	/	/	SYM
aiti-4072	202	14	n	n	PROPN
aiti-4072	202	15	ratio	ratio	NOUN
aiti-4072	202	16	fig	fig	NOUN
aiti-4072	202	17	.	.	PUNCT
aiti-4072	203	1	6	6	NUM
aiti-4072	203	2	the	the	DET
aiti-4072	203	3	effect	effect	NOUN
aiti-4072	203	4	of	of	ADP
aiti-4072	203	5	current	current	ADJ
aiti-4072	203	6	density	density	NOUN
aiti-4072	203	7	and	and	CCONJ
aiti-4072	203	8	cathode	cathode	NOUN
aiti-4072	203	9	size	size	NOUN
aiti-4072	203	10	on	on	ADP
aiti-4072	203	11	the	the	DET
aiti-4072	203	12	diameter	diameter	NOUN
aiti-4072	203	13	fig	fig	NOUN
aiti-4072	203	14	.	.	PUNCT
aiti-4072	204	1	7	7	NUM
aiti-4072	205	1	the	the	DET
aiti-4072	205	2	effect	effect	NOUN
aiti-4072	205	3	of	of	ADP
aiti-4072	205	4	current	current	ADJ
aiti-4072	205	5	density	density	NOUN
aiti-4072	205	6	and	and	CCONJ
aiti-4072	205	7	cathode	cathode	NOUN
aiti-4072	205	8	size	size	NOUN
aiti-4072	205	9	on	on	ADP
aiti-4072	205	10	thickness	thickness	NOUN
aiti-4072	205	11	4	4	NUM
aiti-4072	205	12	.	.	PUNCT
aiti-4072	205	13	conclusions	conclusion	NOUN
aiti-4072	205	14	the	the	DET
aiti-4072	205	15	micro	micro	PROPN
aiti-4072	205	16	electroforming	electroforming	NOUN
aiti-4072	205	17	technology	technology	NOUN
aiti-4072	205	18	has	have	AUX
aiti-4072	205	19	been	be	AUX
aiti-4072	205	20	widely	widely	ADV
aiti-4072	205	21	adopted	adopt	VERB
aiti-4072	205	22	,	,	PUNCT
aiti-4072	205	23	and	and	CCONJ
aiti-4072	205	24	the	the	DET
aiti-4072	205	25	industry	industry	NOUN
aiti-4072	205	26	has	have	VERB
aiti-4072	205	27	higher	high	ADJ
aiti-4072	205	28	and	and	CCONJ
aiti-4072	205	29	more	more	ADJ
aiti-4072	205	30	requirements	requirement	NOUN
aiti-4072	205	31	for	for	ADP
aiti-4072	205	32	the	the	DET
aiti-4072	205	33	product	product	NOUN
aiti-4072	205	34	precision	precision	NOUN
aiti-4072	205	35	.	.	PUNCT
aiti-4072	206	1	how	how	SCONJ
aiti-4072	206	2	to	to	PART
aiti-4072	206	3	set	set	VERB
aiti-4072	206	4	appropriate	appropriate	ADJ
aiti-4072	206	5	process	process	NOUN
aiti-4072	206	6	parameters	parameter	NOUN
aiti-4072	206	7	to	to	PART
aiti-4072	206	8	meet	meet	VERB
aiti-4072	206	9	the	the	DET
aiti-4072	206	10	quality	quality	NOUN
aiti-4072	206	11	requirements	requirement	NOUN
aiti-4072	206	12	and	and	CCONJ
aiti-4072	206	13	improve	improve	VERB
aiti-4072	206	14	the	the	DET
aiti-4072	206	15	production	production	NOUN
aiti-4072	206	16	efficiency	efficiency	NOUN
aiti-4072	206	17	and	and	CCONJ
aiti-4072	206	18	process	process	NOUN
aiti-4072	206	19	stability	stability	NOUN
aiti-4072	206	20	often	often	ADV
aiti-4072	206	21	bothers	bother	VERB
aiti-4072	206	22	the	the	DET
aiti-4072	206	23	engineers	engineer	NOUN
aiti-4072	206	24	.	.	PUNCT
aiti-4072	207	1	therefore	therefore	ADV
aiti-4072	207	2	,	,	PUNCT
aiti-4072	207	3	if	if	SCONJ
aiti-4072	207	4	the	the	DET
aiti-4072	207	5	optimal	optimal	ADJ
aiti-4072	207	6	process	process	NOUN
aiti-4072	207	7	parameters	parameter	NOUN
aiti-4072	207	8	can	can	AUX
aiti-4072	207	9	be	be	AUX
aiti-4072	207	10	found	find	VERB
aiti-4072	207	11	,	,	PUNCT
aiti-4072	207	12	it	it	PRON
aiti-4072	207	13	will	will	AUX
aiti-4072	207	14	improve	improve	VERB
aiti-4072	207	15	product	product	NOUN
aiti-4072	207	16	quality	quality	NOUN
aiti-4072	207	17	and	and	CCONJ
aiti-4072	207	18	reduce	reduce	VERB
aiti-4072	207	19	costs	cost	NOUN
aiti-4072	207	20	.	.	PUNCT
aiti-4072	208	1	to	to	ADP
aiti-4072	208	2	this	this	DET
aiti-4072	208	3	end	end	NOUN
aiti-4072	208	4	,	,	PUNCT
aiti-4072	208	5	this	this	DET
aiti-4072	208	6	research	research	NOUN
aiti-4072	208	7	studies	study	VERB
aiti-4072	208	8	the	the	DET
aiti-4072	208	9	intelligent	intelligent	ADJ
aiti-4072	208	10	optimization	optimization	NOUN
aiti-4072	208	11	system	system	NOUN
aiti-4072	208	12	of	of	ADP
aiti-4072	208	13	the	the	DET
aiti-4072	208	14	micro	micro	ADJ
aiti-4072	208	15	electroforming	electroforming	NOUN
aiti-4072	208	16	process	process	NOUN
aiti-4072	208	17	parameters	parameter	NOUN
aiti-4072	208	18	for	for	ADP
aiti-4072	208	19	the	the	DET
aiti-4072	208	20	mesh	mesh	NOUN
aiti-4072	208	21	filter	filter	NOUN
aiti-4072	208	22	,	,	PUNCT
aiti-4072	208	23	using	use	VERB
aiti-4072	208	24	the	the	DET
aiti-4072	208	25	systematic	systematic	ADJ
aiti-4072	208	26	optimization	optimization	NOUN
aiti-4072	208	27	method	method	NOUN
aiti-4072	208	28	to	to	PART
aiti-4072	208	29	effectively	effectively	ADV
aiti-4072	208	30	find	find	VERB
aiti-4072	208	31	the	the	DET
aiti-4072	208	32	optimal	optimal	ADJ
aiti-4072	208	33	combination	combination	NOUN
aiti-4072	208	34	of	of	ADP
aiti-4072	208	35	process	process	NOUN
aiti-4072	208	36	parameters	parameter	NOUN
aiti-4072	208	37	.	.	PUNCT
aiti-4072	209	1	after	after	ADP
aiti-4072	209	2	the	the	DET
aiti-4072	209	3	actual	actual	ADJ
aiti-4072	209	4	verification	verification	NOUN
aiti-4072	209	5	,	,	PUNCT
aiti-4072	209	6	for	for	ADP
aiti-4072	209	7	the	the	DET
aiti-4072	209	8	diameter	diameter	NOUN
aiti-4072	209	9	quality	quality	NOUN
aiti-4072	209	10	characteristics	characteristic	NOUN
aiti-4072	209	11	,	,	PUNCT
aiti-4072	209	12	the	the	DET
aiti-4072	209	13	multi	multi	ADJ
aiti-4072	209	14	-	-	ADJ
aiti-4072	209	15	quality	quality	ADJ
aiti-4072	209	16	optimized	optimize	VERB
aiti-4072	209	17	cpk	cpk	PROPN
aiti-4072	209	18	value	value	NOUN
aiti-4072	209	19	is	be	AUX
aiti-4072	209	20	1.69	1.69	NUM
aiti-4072	209	21	,	,	PUNCT
aiti-4072	209	22	which	which	PRON
aiti-4072	209	23	is	be	AUX
aiti-4072	209	24	much	much	ADV
aiti-4072	209	25	larger	large	ADJ
aiti-4072	209	26	than	than	ADP
aiti-4072	209	27	the	the	DET
aiti-4072	209	28	0.70	0.70	NUM
aiti-4072	209	29	of	of	ADP
aiti-4072	209	30	the	the	DET
aiti-4072	209	31	taguchi	taguchi	PROPN
aiti-4072	209	32	method	method	NOUN
aiti-4072	209	33	,	,	PUNCT
aiti-4072	209	34	and	and	CCONJ
aiti-4072	209	35	the	the	DET
aiti-4072	209	36	average	average	ADJ
aiti-4072	209	37	diameter	diameter	NOUN
aiti-4072	209	38	value	value	NOUN
aiti-4072	209	39	is	be	AUX
aiti-4072	209	40	also	also	ADV
aiti-4072	209	41	the	the	DET
aiti-4072	209	42	closest	close	ADJ
aiti-4072	209	43	to	to	ADP
aiti-4072	209	44	the	the	DET
aiti-4072	209	45	target	target	NOUN
aiti-4072	209	46	value	value	NOUN
aiti-4072	209	47	.	.	PUNCT
aiti-4072	210	1	the	the	DET
aiti-4072	210	2	standard	standard	ADJ
aiti-4072	210	3	deviation	deviation	NOUN
aiti-4072	210	4	of	of	ADP
aiti-4072	210	5	0.058	0.058	NUM
aiti-4072	210	6	is	be	AUX
aiti-4072	210	7	also	also	ADV
aiti-4072	210	8	lower	low	ADJ
aiti-4072	210	9	than	than	ADP
aiti-4072	210	10	0.132	0.132	NUM
aiti-4072	210	11	of	of	ADP
aiti-4072	210	12	the	the	DET
aiti-4072	210	13	taguchi	taguchi	PROPN
aiti-4072	210	14	method	method	PROPN
aiti-4072	210	15	.	.	PUNCT
aiti-4072	211	1	for	for	ADP
aiti-4072	211	2	the	the	DET
aiti-4072	211	3	thickness	thickness	NOUN
aiti-4072	211	4	quality	quality	NOUN
aiti-4072	211	5	characteristics	characteristic	NOUN
aiti-4072	211	6	,	,	PUNCT
aiti-4072	211	7	the	the	DET
aiti-4072	211	8	thickness	thickness	NOUN
aiti-4072	211	9	deviation	deviation	NOUN
aiti-4072	211	10	is	be	AUX
aiti-4072	211	11	reduced	reduce	VERB
aiti-4072	211	12	from	from	ADP
aiti-4072	211	13	the	the	DET
aiti-4072	211	14	taguchi	taguchi	PROPN
aiti-4072	211	15	method	method	NOUN
aiti-4072	211	16	,	,	PUNCT
aiti-4072	211	17	0.0281	0.0281	NUM
aiti-4072	211	18	,	,	PUNCT
aiti-4072	211	19	to	to	ADP
aiti-4072	211	20	0.0191	0.0191	NUM
aiti-4072	211	21	;	;	PUNCT
aiti-4072	211	22	the	the	DET
aiti-4072	211	23	standard	standard	NOUN
aiti-4072	211	24	advances	advance	VERB
aiti-4072	211	25	in	in	ADP
aiti-4072	211	26	technology	technology	NOUN
aiti-4072	211	27	innovation	innovation	NOUN
aiti-4072	211	28	,	,	PUNCT
aiti-4072	211	29	vol	vol	NOUN
aiti-4072	211	30	.	.	PROPN
aiti-4072	211	31	4	4	NUM
aiti-4072	211	32	,	,	PUNCT
aiti-4072	211	33	no	no	INTJ
aiti-4072	211	34	.	.	NOUN
aiti-4072	211	35	4	4	NUM
aiti-4072	211	36	,	,	PUNCT
aiti-4072	211	37	2019	2019	NUM
aiti-4072	211	38	,	,	PUNCT
aiti-4072	211	39	pp	pp	ADJ
aiti-4072	211	40	.	.	PUNCT
aiti-4072	212	1	211	211	NUM
aiti-4072	212	2	-	-	SYM
aiti-4072	212	3	221	221	NUM
aiti-4072	212	4	221	221	NUM
aiti-4072	212	5	deviation	deviation	NOUN
aiti-4072	212	6	is	be	AUX
aiti-4072	212	7	also	also	ADV
aiti-4072	212	8	reduced	reduce	VERB
aiti-4072	212	9	from	from	ADP
aiti-4072	212	10	0.0075	0.0075	NUM
aiti-4072	212	11	of	of	ADP
aiti-4072	212	12	the	the	DET
aiti-4072	212	13	taguchi	taguchi	PROPN
aiti-4072	212	14	method	method	NOUN
aiti-4072	212	15	to	to	ADP
aiti-4072	212	16	0.0036	0.0036	NUM
aiti-4072	212	17	.	.	PUNCT
aiti-4072	213	1	therefore	therefore	ADV
aiti-4072	213	2	,	,	PUNCT
aiti-4072	213	3	accordingly	accordingly	ADV
aiti-4072	213	4	,	,	PUNCT
aiti-4072	213	5	the	the	DET
aiti-4072	213	6	results	result	NOUN
aiti-4072	213	7	suggest	suggest	VERB
aiti-4072	213	8	that	that	SCONJ
aiti-4072	213	9	t	t	PROPN
aiti-4072	213	10	he	he	PRON
aiti-4072	213	11	proposed	propose	VERB
aiti-4072	213	12	intelligent	intelligent	ADJ
aiti-4072	213	13	optimization	optimization	NOUN
aiti-4072	213	14	system	system	NOUN
aiti-4072	213	15	not	not	PART
aiti-4072	213	16	only	only	ADV
aiti-4072	213	17	makes	make	VERB
aiti-4072	213	18	the	the	DET
aiti-4072	213	19	diameter	diameter	NOUN
aiti-4072	213	20	closer	close	ADV
aiti-4072	213	21	to	to	ADP
aiti-4072	213	22	the	the	DET
aiti-4072	213	23	target	target	NOUN
aiti-4072	213	24	value	value	NOUN
aiti-4072	213	25	but	but	CCONJ
aiti-4072	213	26	also	also	ADV
aiti-4072	213	27	reduces	reduce	VERB
aiti-4072	213	28	the	the	DET
aiti-4072	213	29	thickness	thickness	NOUN
aiti-4072	213	30	deviation	deviation	NOUN
aiti-4072	213	31	and	and	CCONJ
aiti-4072	213	32	makes	make	VERB
aiti-4072	213	33	the	the	DET
aiti-4072	213	34	process	process	NOUN
aiti-4072	213	35	more	more	ADV
aiti-4072	213	36	stable	stable	ADJ
aiti-4072	213	37	.	.	PUNCT
aiti-4072	214	1	conflicts	conflict	NOUN
aiti-4072	214	2	of	of	ADP
aiti-4072	214	3	interest	interest	NOUN
aiti-4072	214	4	the	the	DET
aiti-4072	214	5	authors	author	NOUN
aiti-4072	214	6	would	would	AUX
aiti-4072	214	7	like	like	VERB
aiti-4072	214	8	to	to	PART
aiti-4072	214	9	thank	thank	VERB
aiti-4072	214	10	material	material	NOUN
aiti-4072	214	11	and	and	CCONJ
aiti-4072	214	12	chemical	chemical	NOUN
aiti-4072	214	13	research	research	NOUN
aiti-4072	214	14	laboratories	laboratory	NOUN
aiti-4072	214	15	of	of	ADP
aiti-4072	214	16	industrial	industrial	ADJ
aiti-4072	214	17	technology	technology	PROPN
aiti-4072	214	18	research	research	PROPN
aiti-4072	214	19	institute	institute	PROPN
aiti-4072	214	20	(	(	PUNCT
aiti-4072	214	21	itri	itri	ADJ
aiti-4072	214	22	)	)	PUNCT
aiti-4072	214	23	in	in	ADP
aiti-4072	214	24	taiwan	taiwan	PROPN
aiti-4072	214	25	for	for	ADP
aiti-4072	214	26	providing	provide	VERB
aiti-4072	214	27	equipment	equipment	NOUN
aiti-4072	214	28	and	and	CCONJ
aiti-4072	214	29	technical	technical	ADJ
aiti-4072	214	30	support	support	NOUN
aiti-4072	214	31	.	.	PUNCT
aiti-4072	215	1	references	reference	NOUN
aiti-4072	215	2	[	[	X
aiti-4072	215	3	1	1	NUM
aiti-4072	215	4	]	]	PUNCT
aiti-4072	215	5	m.	m.	NOUN
aiti-4072	215	6	kim	kim	PROPN
aiti-4072	215	7	,	,	PUNCT
aiti-4072	215	8	j.	j.	PROPN
aiti-4072	215	9	y.	y.	PROPN
aiti-4072	215	10	lee	lee	PROPN
aiti-4072	215	11	,	,	PUNCT
aiti-4072	215	12	s.	s.	PROPN
aiti-4072	215	13	c.	c.	PROPN
aiti-4072	215	14	kwon	kwon	PROPN
aiti-4072	215	15	,	,	PUNCT
aiti-4072	215	16	d.	d.	PROPN
aiti-4072	215	17	kim	kim	PROPN
aiti-4072	215	18	,	,	PUNCT
aiti-4072	215	19	i.	i.	PROPN
aiti-4072	215	20	g.	g.	PROPN
aiti-4072	215	21	kim	kim	PROPN
aiti-4072	215	22	,	,	PUNCT
aiti-4072	215	23	and	and	CCONJ
aiti-4072	215	24	y.	y.	PROPN
aiti-4072	215	25	choi	choi	NOUN
aiti-4072	215	26	,	,	PUNCT
aiti-4072	215	27	“	"	PUNCT
aiti-4072	215	28	application	application	NOUN
aiti-4072	215	29	of	of	ADP
aiti-4072	215	30	small	small	ADJ
aiti-4072	215	31	angle	angle	NOUN
aiti-4072	215	32	neutron	neutron	NOUN
aiti-4072	215	33	scattering	scatter	VERB
aiti-4072	215	34	to	to	PART
aiti-4072	215	35	analyze	analyze	VERB
aiti-4072	215	36	precision	precision	NOUN
aiti-4072	215	37	nickel	nickel	NOUN
aiti-4072	215	38	mesh	mesh	NOUN
aiti-4072	215	39	for	for	ADP
aiti-4072	215	40	electro	electro	ADJ
aiti-4072	215	41	-	-	PUNCT
aiti-4072	215	42	magnetic	magnetic	ADJ
aiti-4072	215	43	interference	interference	NOUN
aiti-4072	215	44	shielding	shielding	NOUN
aiti-4072	215	45	formed	form	VERB
aiti-4072	215	46	by	by	ADP
aiti-4072	215	47	continuous	continuous	ADJ
aiti-4072	215	48	electroforming	electroforming	NOUN
aiti-4072	215	49	technique	technique	NOUN
aiti-4072	215	50	,	,	PUNCT
aiti-4072	215	51	”	"	PUNCT
aiti-4072	215	52	physica	physica	NOUN
aiti-4072	215	53	b	b	PROPN
aiti-4072	215	54	:	:	PUNCT
aiti-4072	215	55	condensed	condensed	ADJ
aiti-4072	215	56	matter	matter	NOUN
aiti-4072	215	57	,	,	PUNCT
aiti-4072	215	58	vol	vol	NOUN
aiti-4072	215	59	.	.	PUNCT
aiti-4072	215	60	385	385	NUM
aiti-4072	215	61	-	-	SYM
aiti-4072	215	62	386	386	NUM
aiti-4072	215	63	,	,	PUNCT
aiti-4072	215	64	no	no	INTJ
aiti-4072	215	65	.	.	NOUN
aiti-4072	215	66	2	2	NUM
aiti-4072	215	67	,	,	PUNCT
aiti-4072	215	68	pp	pp	ADJ
aiti-4072	215	69	.	.	PUNCT
aiti-4072	216	1	914	914	NUM
aiti-4072	216	2	-	-	SYM
aiti-4072	216	3	916	916	NUM
aiti-4072	216	4	,	,	PUNCT
aiti-4072	216	5	november	november	PROPN
aiti-4072	216	6	2006	2006	NUM
aiti-4072	216	7	.	.	PUNCT
aiti-4072	217	1	[	[	X
aiti-4072	217	2	2	2	X
aiti-4072	217	3	]	]	PUNCT
aiti-4072	217	4	s.	s.	PROPN
aiti-4072	217	5	h.	h.	PROPN
aiti-4072	217	6	hong	hong	PROPN
aiti-4072	217	7	,	,	PUNCT
aiti-4072	217	8	j.	j.	PROPN
aiti-4072	217	9	h.	h.	PROPN
aiti-4072	217	10	lee	lee	PROPN
aiti-4072	217	11	,	,	PUNCT
aiti-4072	217	12	and	and	CCONJ
aiti-4072	217	13	h.	h.	PROPN
aiti-4072	217	14	lee	lee	PROPN
aiti-4072	217	15	,	,	PUNCT
aiti-4072	217	16	“	"	PUNCT
aiti-4072	217	17	fabrication	fabrication	NOUN
aiti-4072	217	18	of	of	ADP
aiti-4072	217	19	50	50	NUM
aiti-4072	217	20	nm	nm	ADV
aiti-4072	217	21	patterned	pattern	VERB
aiti-4072	217	22	nickel	nickel	NOUN
aiti-4072	217	23	stamp	stamp	NOUN
aiti-4072	217	24	with	with	ADP
aiti-4072	217	25	hot	hot	ADJ
aiti-4072	217	26	embossing	embossing	NOUN
aiti-4072	217	27	and	and	CCONJ
aiti-4072	217	28	electroforming	electroforming	NOUN
aiti-4072	217	29	process	process	NOUN
aiti-4072	217	30	,	,	PUNCT
aiti-4072	217	31	”	"	PUNCT
aiti-4072	217	32	microelectronic	microelectronic	ADJ
aiti-4072	217	33	engineering	engineering	NOUN
aiti-4072	217	34	,	,	PUNCT
aiti-4072	217	35	vol	vol	NOUN
aiti-4072	217	36	.	.	PROPN
aiti-4072	217	37	84	84	NUM
aiti-4072	217	38	,	,	PUNCT
aiti-4072	217	39	no	no	INTJ
aiti-4072	217	40	.	.	NOUN
aiti-4072	217	41	5	5	NUM
aiti-4072	217	42	-	-	SYM
aiti-4072	217	43	8	8	NUM
aiti-4072	217	44	,	,	PUNCT
aiti-4072	217	45	pp	pp	ADJ
aiti-4072	217	46	.	.	PUNCT
aiti-4072	218	1	977	977	NUM
aiti-4072	218	2	-	-	SYM
aiti-4072	218	3	979	979	NUM
aiti-4072	219	1	,	,	PUNCT
aiti-4072	219	2	may	may	AUX
aiti-4072	219	3	-	-	PUNCT
aiti-4072	219	4	august	august	PROPN
aiti-4072	219	5	2007	2007	NUM
aiti-4072	219	6	.	.	PUNCT
aiti-4072	220	1	[	[	X
aiti-4072	220	2	3	3	X
aiti-4072	220	3	]	]	X
aiti-4072	220	4	p.	p.	NOUN
aiti-4072	220	5	m.	m.	PROPN
aiti-4072	220	6	ming	ming	PROPN
aiti-4072	220	7	,	,	PUNCT
aiti-4072	220	8	d.	d.	PROPN
aiti-4072	220	9	zhu	zhu	PROPN
aiti-4072	220	10	,	,	PUNCT
aiti-4072	220	11	y.	y.	PROPN
aiti-4072	220	12	y.	y.	PROPN
aiti-4072	220	13	hu	hu	PROPN
aiti-4072	220	14	,	,	PUNCT
aiti-4072	220	15	and	and	CCONJ
aiti-4072	220	16	y.	y.	PROPN
aiti-4072	220	17	b.	b.	PROPN
aiti-4072	220	18	zeng	zeng	PROPN
aiti-4072	220	19	,	,	PUNCT
aiti-4072	220	20	“	"	PUNCT
aiti-4072	220	21	micro	micro	NOUN
aiti-4072	220	22	-	-	NOUN
aiti-4072	220	23	electroforming	electroforming	NOUN
aiti-4072	220	24	under	under	ADP
aiti-4072	220	25	periodic	periodic	ADJ
aiti-4072	220	26	vacuum	vacuum	NOUN
aiti-4072	220	27	-	-	PUNCT
aiti-4072	220	28	degassing	degas	VERB
aiti-4072	220	29	and	and	CCONJ
aiti-4072	220	30	temperature	temperature	NOUN
aiti-4072	220	31	-	-	PUNCT
aiti-4072	220	32	gradient	gradient	NOUN
aiti-4072	220	33	conditions	condition	NOUN
aiti-4072	220	34	,	,	PUNCT
aiti-4072	220	35	”	"	PUNCT
aiti-4072	220	36	vacuum	vacuum	NOUN
aiti-4072	220	37	,	,	PUNCT
aiti-4072	220	38	vol	vol	NOUN
aiti-4072	220	39	.	.	PROPN
aiti-4072	220	40	83	83	NUM
aiti-4072	220	41	,	,	PUNCT
aiti-4072	220	42	no	no	INTJ
aiti-4072	220	43	.	.	NOUN
aiti-4072	220	44	9	9	NUM
aiti-4072	220	45	,	,	PUNCT
aiti-4072	220	46	pp	pp	ADJ
aiti-4072	220	47	.	.	PUNCT
aiti-4072	220	48	1191	1191	NUM
aiti-4072	220	49	-	-	SYM
aiti-4072	220	50	1199	1199	NUM
aiti-4072	220	51	,	,	PUNCT
aiti-4072	220	52	may	may	PROPN
aiti-4072	220	53	2009	2009	NUM
aiti-4072	220	54	.	.	PUNCT
aiti-4072	221	1	[	[	X
aiti-4072	221	2	4	4	X
aiti-4072	221	3	]	]	PUNCT
aiti-4072	221	4	s.	s.	PROPN
aiti-4072	221	5	w.	w.	PROPN
aiti-4072	221	6	ryu	ryu	PROPN
aiti-4072	221	7	,	,	PUNCT
aiti-4072	221	8	s.	s.	PROPN
aiti-4072	221	9	choo	choo	PROPN
aiti-4072	221	10	,	,	PUNCT
aiti-4072	221	11	h.	h.	PROPN
aiti-4072	221	12	j.	j.	PROPN
aiti-4072	221	13	choi	choi	PROPN
aiti-4072	221	14	,	,	PUNCT
aiti-4072	221	15	c.	c.	PROPN
aiti-4072	221	16	h.	h.	PROPN
aiti-4072	221	17	kim	kim	PROPN
aiti-4072	221	18	,	,	PUNCT
aiti-4072	221	19	and	and	CCONJ
aiti-4072	221	20	h.	h.	PROPN
aiti-4072	221	21	lee	lee	PROPN
aiti-4072	221	22	,	,	PUNCT
aiti-4072	221	23	“	"	PUNCT
aiti-4072	221	24	replication	replication	NOUN
aiti-4072	221	25	of	of	ADP
aiti-4072	221	26	rose	rise	VERB
aiti-4072	221	27	petal	petal	ADJ
aiti-4072	221	28	surfaces	surface	NOUN
aiti-4072	221	29	using	use	VERB
aiti-4072	221	30	a	a	DET
aiti-4072	221	31	nickel	nickel	NOUN
aiti-4072	221	32	electroforming	electroforming	NOUN
aiti-4072	221	33	process	process	NOUN
aiti-4072	221	34	and	and	CCONJ
aiti-4072	221	35	uv	uv	NOUN
aiti-4072	221	36	nanoimprint	nanoimprint	NOUN
aiti-4072	221	37	lithography	lithography	NOUN
aiti-4072	221	38	,	,	PUNCT
aiti-4072	221	39	”	"	PUNCT
aiti-4072	221	40	applied	apply	VERB
aiti-4072	221	41	surface	surface	NOUN
aiti-4072	221	42	science	science	NOUN
aiti-4072	221	43	,	,	PUNCT
aiti-4072	221	44	vol	vol	NOUN
aiti-4072	221	45	.	.	PROPN
aiti-4072	221	46	322	322	NUM
aiti-4072	221	47	,	,	PUNCT
aiti-4072	221	48	pp	pp	ADJ
aiti-4072	221	49	.	.	PUNCT
aiti-4072	222	1	57	57	NUM
aiti-4072	222	2	-	-	SYM
aiti-4072	222	3	63	63	NUM
aiti-4072	222	4	,	,	PUNCT
aiti-4072	222	5	december	december	PROPN
aiti-4072	222	6	2014	2014	NUM
aiti-4072	222	7	.	.	PUNCT
aiti-4072	223	1	[	[	X
aiti-4072	223	2	5	5	X
aiti-4072	223	3	]	]	PUNCT
aiti-4072	223	4	c.	c.	PROPN
aiti-4072	223	5	w.	w.	PROPN
aiti-4072	223	6	park	park	PROPN
aiti-4072	223	7	and	and	CCONJ
aiti-4072	223	8	k.	k.	PROPN
aiti-4072	223	9	y.	y.	PROPN
aiti-4072	223	10	park	park	PROPN
aiti-4072	223	11	,	,	PUNCT
aiti-4072	223	12	“	"	PUNCT
aiti-4072	223	13	an	an	DET
aiti-4072	223	14	effect	effect	NOUN
aiti-4072	223	15	of	of	ADP
aiti-4072	223	16	dummy	dummy	ADJ
aiti-4072	223	17	cathode	cathode	NOUN
aiti-4072	223	18	on	on	ADP
aiti-4072	223	19	thickness	thickness	NOUN
aiti-4072	223	20	uniformity	uniformity	NOUN
aiti-4072	223	21	in	in	ADP
aiti-4072	223	22	electroforming	electroforming	NOUN
aiti-4072	223	23	process	process	NOUN
aiti-4072	223	24	,	,	PUNCT
aiti-4072	223	25	”	"	PUNCT
aiti-4072	223	26	results	result	NOUN
aiti-4072	223	27	in	in	ADP
aiti-4072	223	28	physics	physics	NOUN
aiti-4072	223	29	,	,	PUNCT
aiti-4072	223	30	”	"	PUNCT
aiti-4072	223	31	vol	vol	NOUN
aiti-4072	223	32	.	.	PROPN
aiti-4072	223	33	4	4	NUM
aiti-4072	223	34	,	,	PUNCT
aiti-4072	223	35	pp	pp	ADJ
aiti-4072	223	36	.	.	PUNCT
aiti-4072	224	1	107	107	NUM
aiti-4072	224	2	-	-	SYM
aiti-4072	224	3	112	112	NUM
aiti-4072	224	4	,	,	PUNCT
aiti-4072	224	5	2014	2014	NUM
aiti-4072	224	6	.	.	PUNCT
aiti-4072	225	1	[	[	X
aiti-4072	225	2	6	6	NUM
aiti-4072	225	3	]	]	X
aiti-4072	225	4	w.	w.	PROPN
aiti-4072	225	5	yu	yu	PROPN
aiti-4072	225	6	and	and	CCONJ
aiti-4072	225	7	s.	s.	PROPN
aiti-4072	225	8	zhou	zhou	PROPN
aiti-4072	225	9	,	,	PUNCT
aiti-4072	225	10	“	"	PUNCT
aiti-4072	225	11	the	the	DET
aiti-4072	225	12	current	current	ADJ
aiti-4072	225	13	situation	situation	NOUN
aiti-4072	225	14	and	and	CCONJ
aiti-4072	225	15	development	development	NOUN
aiti-4072	225	16	trend	trend	NOUN
aiti-4072	225	17	of	of	ADP
aiti-4072	225	18	electroforming	electroforming	NOUN
aiti-4072	225	19	,	,	PUNCT
aiti-4072	225	20	”	"	PUNCT
aiti-4072	225	21	advanced	advanced	ADJ
aiti-4072	225	22	materials	material	NOUN
aiti-4072	225	23	research	research	NOUN
aiti-4072	225	24	,	,	PUNCT
aiti-4072	225	25	vol	vol	NOUN
aiti-4072	225	26	.	.	PUNCT
aiti-4072	225	27	960	960	NUM
aiti-4072	225	28	-	-	SYM
aiti-4072	225	29	961	961	NUM
aiti-4072	225	30	,	,	PUNCT
aiti-4072	225	31	pp	pp	ADJ
aiti-4072	225	32	.	.	PUNCT
aiti-4072	226	1	103	103	NUM
aiti-4072	226	2	-	-	SYM
aiti-4072	226	3	108	108	NUM
aiti-4072	226	4	,	,	PUNCT
aiti-4072	226	5	june	june	PROPN
aiti-4072	226	6	2014	2014	NUM
aiti-4072	226	7	.	.	PUNCT
aiti-4072	227	1	[	[	X
aiti-4072	227	2	7	7	X
aiti-4072	227	3	]	]	PUNCT
aiti-4072	227	4	x.	x.	NOUN
aiti-4072	227	5	chen	chen	PROPN
aiti-4072	227	6	,	,	PUNCT
aiti-4072	227	7	l.	l.	PROPN
aiti-4072	227	8	liu	liu	PROPN
aiti-4072	227	9	,	,	PUNCT
aiti-4072	227	10	j.	j.	PROPN
aiti-4072	227	11	he	he	PROPN
aiti-4072	227	12	,	,	PUNCT
aiti-4072	227	13	f.	f.	PROPN
aiti-4072	227	14	zuo	zuo	PROPN
aiti-4072	227	15	,	,	PUNCT
aiti-4072	227	16	and	and	CCONJ
aiti-4072	227	17	z.	z.	PROPN
aiti-4072	227	18	guo	guo	PROPN
aiti-4072	227	19	,	,	PUNCT
aiti-4072	227	20	“	"	PUNCT
aiti-4072	227	21	fabrication	fabrication	NOUN
aiti-4072	227	22	of	of	ADP
aiti-4072	227	23	a	a	DET
aiti-4072	227	24	metal	metal	NOUN
aiti-4072	227	25	micro	micro	NOUN
aiti-4072	227	26	mold	mold	NOUN
aiti-4072	227	27	by	by	ADP
aiti-4072	227	28	using	use	VERB
aiti-4072	227	29	pulse	pulse	PROPN
aiti-4072	227	30	micro	micro	PROPN
aiti-4072	227	31	electroforming	electroforming	NOUN
aiti-4072	227	32	,	,	PUNCT
aiti-4072	227	33	”	"	PUNCT
aiti-4072	227	34	micromachines	micromachine	NOUN
aiti-4072	227	35	,	,	PUNCT
aiti-4072	227	36	vol	vol	NOUN
aiti-4072	227	37	.	.	PROPN
aiti-4072	227	38	9	9	NUM
aiti-4072	227	39	,	,	PUNCT
aiti-4072	227	40	pp	pp	ADJ
aiti-4072	227	41	.	.	PROPN
aiti-4072	227	42	13	13	NUM
aiti-4072	227	43	,	,	PUNCT
aiti-4072	227	44	april	april	PROPN
aiti-4072	227	45	2018	2018	NUM
aiti-4072	227	46	.	.	PUNCT
aiti-4072	228	1	[	[	X
aiti-4072	228	2	8	8	NUM
aiti-4072	228	3	]	]	PUNCT
aiti-4072	228	4	m.	m.	NOUN
aiti-4072	228	5	zhao	zhao	PROPN
aiti-4072	228	6	,	,	PUNCT
aiti-4072	228	7	l.	l.	PROPN
aiti-4072	228	8	du	du	PROPN
aiti-4072	228	9	,	,	PUNCT
aiti-4072	228	10	c.	c.	PROPN
aiti-4072	228	11	du	du	PROPN
aiti-4072	228	12	,	,	PUNCT
aiti-4072	228	13	z.	z.	PROPN
aiti-4072	228	14	wei	wei	PROPN
aiti-4072	228	15	,	,	PUNCT
aiti-4072	228	16	x.	x.	PROPN
aiti-4072	228	17	ji	ji	PROPN
aiti-4072	228	18	,	,	PUNCT
aiti-4072	228	19	z.	z.	PROPN
aiti-4072	228	20	bai	bai	PROPN
aiti-4072	228	21	,	,	PUNCT
aiti-4072	228	22	and	and	CCONJ
aiti-4072	228	23	x.	x.	NOUN
aiti-4072	228	24	liu	liu	PROPN
aiti-4072	228	25	,	,	PUNCT
aiti-4072	228	26	“	"	PUNCT
aiti-4072	228	27	quantitative	quantitative	ADJ
aiti-4072	228	28	study	study	NOUN
aiti-4072	228	29	of	of	ADP
aiti-4072	228	30	mass	mass	ADJ
aiti-4072	228	31	transfer	transfer	NOUN
aiti-4072	228	32	in	in	ADP
aiti-4072	228	33	megasonic	megasonic	ADJ
aiti-4072	228	34	micro	micro	NOUN
aiti-4072	228	35	electroforming	electroforming	NOUN
aiti-4072	228	36	based	base	VERB
aiti-4072	228	37	on	on	ADP
aiti-4072	228	38	mass	mass	ADJ
aiti-4072	228	39	transfer	transfer	NOUN
aiti-4072	228	40	coefficient	coefficient	NOUN
aiti-4072	228	41	:	:	PUNCT
aiti-4072	228	42	simulation	simulation	NOUN
aiti-4072	228	43	and	and	CCONJ
aiti-4072	228	44	experimental	experimental	ADJ
aiti-4072	228	45	validation	validation	NOUN
aiti-4072	228	46	,	,	PUNCT
aiti-4072	228	47	”	"	PUNCT
aiti-4072	228	48	electrochimica	electrochimica	PROPN
aiti-4072	228	49	acta	acta	PROPN
aiti-4072	228	50	,	,	PUNCT
aiti-4072	228	51	”	"	PUNCT
aiti-4072	228	52	vol	vol	NOUN
aiti-4072	228	53	.	.	PROPN
aiti-4072	228	54	297	297	NUM
aiti-4072	228	55	,	,	PUNCT
aiti-4072	228	56	no	no	INTJ
aiti-4072	228	57	.	.	NOUN
aiti-4072	228	58	20	20	NUM
aiti-4072	228	59	,	,	PUNCT
aiti-4072	228	60	pp	pp	ADJ
aiti-4072	228	61	.	.	PUNCT
aiti-4072	229	1	328	328	NUM
aiti-4072	229	2	-	-	SYM
aiti-4072	229	3	333	333	NUM
aiti-4072	229	4	,	,	PUNCT
aiti-4072	229	5	february	february	PROPN
aiti-4072	229	6	2019	2019	NUM
aiti-4072	229	7	.	.	PUNCT
aiti-4072	230	1	[	[	X
aiti-4072	230	2	9	9	NUM
aiti-4072	230	3	]	]	PUNCT
aiti-4072	230	4	m.	m.	NOUN
aiti-4072	230	5	behagh	behagh	PROPN
aiti-4072	230	6	,	,	PUNCT
aiti-4072	230	7	a.	a.	PROPN
aiti-4072	230	8	r.	r.	PROPN
aiti-4072	230	9	f.	f.	PROPN
aiti-4072	230	10	tehrani	tehrani	PROPN
aiti-4072	230	11	,	,	PUNCT
aiti-4072	230	12	h.	h.	PROPN
aiti-4072	230	13	r.	r.	PROPN
aiti-4072	230	14	s.	s.	PROPN
aiti-4072	230	15	jazi	jazi	PROPN
aiti-4072	230	16	,	,	PUNCT
aiti-4072	230	17	and	and	CCONJ
aiti-4072	230	18	s.	s.	PROPN
aiti-4072	230	19	z.	z.	PROPN
aiti-4072	230	20	chavoshi	chavoshi	PROPN
aiti-4072	230	21	,	,	PUNCT
aiti-4072	230	22	“	"	PUNCT
aiti-4072	230	23	investigation	investigation	NOUN
aiti-4072	230	24	and	and	CCONJ
aiti-4072	230	25	optimization	optimization	NOUN
aiti-4072	230	26	of	of	ADP
aiti-4072	230	27	pulsed	pulse	VERB
aiti-4072	230	28	electroforming	electroforming	NOUN
aiti-4072	230	29	process	process	NOUN
aiti-4072	230	30	parameters	parameter	NOUN
aiti-4072	230	31	for	for	ADP
aiti-4072	230	32	thickness	thickness	NOUN
aiti-4072	230	33	distribution	distribution	NOUN
aiti-4072	230	34	of	of	ADP
aiti-4072	230	35	a	a	DET
aiti-4072	230	36	revolving	revolve	VERB
aiti-4072	230	37	nickel	nickel	NOUN
aiti-4072	230	38	part	part	NOUN
aiti-4072	230	39	,	,	PUNCT
aiti-4072	230	40	”	"	PUNCT
aiti-4072	230	41	part	part	NOUN
aiti-4072	230	42	c	c	NOUN
aiti-4072	230	43	:	:	PUNCT
aiti-4072	230	44	journal	journal	NOUN
aiti-4072	230	45	of	of	ADP
aiti-4072	230	46	mechanical	mechanical	ADJ
aiti-4072	230	47	engineering	engineering	NOUN
aiti-4072	230	48	science	science	NOUN
aiti-4072	230	49	,	,	PUNCT
aiti-4072	230	50	vol	vol	NOUN
aiti-4072	230	51	.	.	PROPN
aiti-4072	230	52	227	227	NUM
aiti-4072	230	53	,	,	PUNCT
aiti-4072	230	54	pp	pp	ADV
aiti-4072	230	55	1	1	NUM
aiti-4072	230	56	-	-	SYM
aiti-4072	230	57	9	9	NUM
aiti-4072	230	58	,	,	PUNCT
aiti-4072	230	59	2013	2013	NUM
aiti-4072	230	60	.	.	PUNCT
aiti-4072	231	1	[	[	X
aiti-4072	231	2	10	10	NUM
aiti-4072	231	3	]	]	X
aiti-4072	231	4	s.	s.	PROPN
aiti-4072	231	5	d.	d.	PROPN
aiti-4072	231	6	mohanty	mohanty	PROPN
aiti-4072	231	7	,	,	PUNCT
aiti-4072	231	8	r.	r.	PROPN
aiti-4072	231	9	c.	c.	PROPN
aiti-4072	231	10	mohanty	mohanty	PROPN
aiti-4072	231	11	,	,	PUNCT
aiti-4072	231	12	and	and	CCONJ
aiti-4072	231	13	s.	s.	PROPN
aiti-4072	231	14	s.	s.	PROPN
aiti-4072	231	15	mahapatra	mahapatra	PROPN
aiti-4072	231	16	,	,	PUNCT
aiti-4072	231	17	“	"	PUNCT
aiti-4072	231	18	study	study	NOUN
aiti-4072	231	19	on	on	ADP
aiti-4072	231	20	performance	performance	NOUN
aiti-4072	231	21	of	of	ADP
aiti-4072	231	22	edm	edm	PROPN
aiti-4072	231	23	electrodes	electrode	NOUN
aiti-4072	231	24	produced	produce	VERB
aiti-4072	231	25	through	through	ADP
aiti-4072	231	26	rapid	rapid	ADJ
aiti-4072	231	27	tooling	tooling	NOUN
aiti-4072	231	28	route	route	NOUN
aiti-4072	231	29	,	,	PUNCT
aiti-4072	231	30	”	"	PUNCT
aiti-4072	231	31	journal	journal	NOUN
aiti-4072	231	32	of	of	ADP
aiti-4072	231	33	advanced	advanced	ADJ
aiti-4072	231	34	manufacturing	manufacturing	NOUN
aiti-4072	231	35	systems	system	NOUN
aiti-4072	231	36	,	,	PUNCT
aiti-4072	231	37	vol	vol	NOUN
aiti-4072	231	38	.	.	PROPN
aiti-4072	231	39	16	16	NUM
aiti-4072	231	40	,	,	PUNCT
aiti-4072	231	41	no	no	INTJ
aiti-4072	231	42	.	.	NOUN
aiti-4072	231	43	4	4	NUM
aiti-4072	231	44	,	,	PUNCT
aiti-4072	231	45	pp	pp	ADJ
aiti-4072	231	46	.	.	PUNCT
aiti-4072	232	1	357	357	NUM
aiti-4072	232	2	-	-	SYM
aiti-4072	232	3	374	374	NUM
aiti-4072	232	4	,	,	PUNCT
aiti-4072	232	5	december	december	PROPN
aiti-4072	232	6	2017	2017	NUM
aiti-4072	232	7	.	.	PUNCT
aiti-4072	233	1	[	[	X
aiti-4072	233	2	11	11	NUM
aiti-4072	233	3	]	]	X
aiti-4072	233	4	b.	b.	PROPN
aiti-4072	233	5	g.	g.	PROPN
aiti-4072	233	6	park	park	PROPN
aiti-4072	233	7	,	,	PUNCT
aiti-4072	233	8	s.	s.	PROPN
aiti-4072	233	9	g.	g.	PROPN
aiti-4072	233	10	kim	kim	PROPN
aiti-4072	233	11	,	,	PUNCT
aiti-4072	233	12	and	and	CCONJ
aiti-4072	233	13	j.	j.	PROPN
aiti-4072	233	14	s.	s.	PROPN
aiti-4072	233	15	ko	ko	PROPN
aiti-4072	233	16	,	,	PUNCT
aiti-4072	233	17	“	"	PUNCT
aiti-4072	233	18	a	a	DET
aiti-4072	233	19	study	study	NOUN
aiti-4072	233	20	on	on	ADP
aiti-4072	233	21	the	the	DET
aiti-4072	233	22	optimization	optimization	NOUN
aiti-4072	233	23	of	of	ADP
aiti-4072	233	24	electroplating	electroplate	VERB
aiti-4072	233	25	conditions	condition	NOUN
aiti-4072	233	26	for	for	ADP
aiti-4072	233	27	silicon	silicon	NOUN
aiti-4072	233	28	vias	via	NOUN
aiti-4072	233	29	using	use	VERB
aiti-4072	233	30	the	the	DET
aiti-4072	233	31	taguchi	taguchi	PROPN
aiti-4072	233	32	experimental	experimental	ADJ
aiti-4072	233	33	design	design	NOUN
aiti-4072	233	34	method	method	NOUN
aiti-4072	233	35	,	,	PUNCT
aiti-4072	233	36	”	"	PUNCT
aiti-4072	233	37	international	international	ADJ
aiti-4072	233	38	journal	journal	NOUN
aiti-4072	233	39	of	of	ADP
aiti-4072	233	40	precision	precision	NOUN
aiti-4072	233	41	engineering	engineering	NOUN
aiti-4072	233	42	and	and	CCONJ
aiti-4072	233	43	manufacturing	manufacturing	NOUN
aiti-4072	233	44	,	,	PUNCT
aiti-4072	233	45	vol	vol	NOUN
aiti-4072	233	46	.	.	PROPN
aiti-4072	233	47	20	20	NUM
aiti-4072	233	48	,	,	PUNCT
aiti-4072	233	49	no	no	INTJ
aiti-4072	233	50	.	.	NOUN
aiti-4072	233	51	3	3	NUM
aiti-4072	233	52	,	,	PUNCT
aiti-4072	233	53	pp	pp	ADJ
aiti-4072	233	54	.	.	PUNCT
aiti-4072	234	1	437	437	NUM
aiti-4072	234	2	-	-	SYM
aiti-4072	234	3	442	442	NUM
aiti-4072	234	4	,	,	PUNCT
aiti-4072	234	5	march	march	PROPN
aiti-4072	234	6	2019	2019	NUM
aiti-4072	234	7	.	.	PUNCT
aiti-4072	235	1	[	[	X
aiti-4072	235	2	12	12	NUM
aiti-4072	235	3	]	]	PUNCT
aiti-4072	235	4	x.	x.	NOUN
aiti-4072	235	5	y.	y.	PROPN
aiti-4072	235	6	jiang	jiang	PROPN
aiti-4072	235	7	and	and	CCONJ
aiti-4072	235	8	w.	w.	PROPN
aiti-4072	235	9	c.	c.	PROPN
aiti-4072	235	10	chen	chen	PROPN
aiti-4072	235	11	,	,	PUNCT
aiti-4072	235	12	“	"	PUNCT
aiti-4072	235	13	an	an	DET
aiti-4072	235	14	effective	effective	ADJ
aiti-4072	235	15	approach	approach	NOUN
aiti-4072	235	16	for	for	ADP
aiti-4072	235	17	the	the	DET
aiti-4072	235	18	optimization	optimization	NOUN
aiti-4072	235	19	of	of	ADP
aiti-4072	235	20	cutting	cut	VERB
aiti-4072	235	21	parameters	parameter	NOUN
aiti-4072	235	22	,	,	PUNCT
aiti-4072	235	23	”	"	PUNCT
aiti-4072	235	24	international	international	ADJ
aiti-4072	235	25	journal	journal	NOUN
aiti-4072	235	26	of	of	ADP
aiti-4072	235	27	computer	computer	NOUN
aiti-4072	235	28	applications	application	NOUN
aiti-4072	235	29	in	in	ADP
aiti-4072	235	30	technology	technology	NOUN
aiti-4072	235	31	,	,	PUNCT
aiti-4072	235	32	vol	vol	NOUN
aiti-4072	235	33	.	.	PROPN
aiti-4072	235	34	4	4	NUM
aiti-4072	235	35	,	,	PUNCT
aiti-4072	235	36	no	no	INTJ
aiti-4072	235	37	.	.	NOUN
aiti-4072	235	38	3	3	NUM
aiti-4072	235	39	,	,	PUNCT
aiti-4072	235	40	pp	pp	ADJ
aiti-4072	235	41	.	.	PUNCT
aiti-4072	236	1	180	180	NUM
aiti-4072	236	2	-	-	SYM
aiti-4072	236	3	189	189	NUM
aiti-4072	236	4	,	,	PUNCT
aiti-4072	236	5	2014	2014	NUM
aiti-4072	236	6	.	.	PUNCT
aiti-4072	237	1	[	[	X
aiti-4072	237	2	13	13	NUM
aiti-4072	237	3	]	]	PUNCT
aiti-4072	237	4	k.	k.	PROPN
aiti-4072	237	5	h.	h.	PROPN
aiti-4072	237	6	kim	kim	PROPN
aiti-4072	237	7	,	,	PUNCT
aiti-4072	237	8	j.	j.	PROPN
aiti-4072	237	9	c.	c.	PROPN
aiti-4072	237	10	park	park	PROPN
aiti-4072	237	11	,	,	PUNCT
aiti-4072	237	12	y.	y.	PROPN
aiti-4072	237	13	s.	s.	PROPN
aiti-4072	237	14	suh	suh	PROPN
aiti-4072	237	15	,	,	PUNCT
aiti-4072	237	16	and	and	CCONJ
aiti-4072	237	17	b.	b.	PROPN
aiti-4072	237	18	h.	h.	PROPN
aiti-4072	237	19	koo	koo	PROPN
aiti-4072	237	20	,	,	PUNCT
aiti-4072	237	21	“	"	PUNCT
aiti-4072	237	22	interactive	interactive	ADJ
aiti-4072	237	23	robust	robust	ADJ
aiti-4072	237	24	optimal	optimal	ADJ
aiti-4072	237	25	design	design	NOUN
aiti-4072	237	26	of	of	ADP
aiti-4072	237	27	plastic	plastic	ADJ
aiti-4072	237	28	injection	injection	NOUN
aiti-4072	237	29	products	product	NOUN
aiti-4072	237	30	with	with	ADP
aiti-4072	237	31	minimum	minimum	ADJ
aiti-4072	237	32	weldlines	weldline	NOUN
aiti-4072	237	33	,	,	PUNCT
aiti-4072	237	34	”	"	PUNCT
aiti-4072	237	35	international	international	ADJ
aiti-4072	237	36	journal	journal	NOUN
aiti-4072	237	37	of	of	ADP
aiti-4072	237	38	advanced	advanced	ADJ
aiti-4072	237	39	manufacturing	manufacturing	NOUN
aiti-4072	237	40	technology	technology	NOUN
aiti-4072	237	41	,	,	PUNCT
aiti-4072	237	42	vol	vol	NOUN
aiti-4072	237	43	.	.	PROPN
aiti-4072	237	44	88	88	NUM
aiti-4072	237	45	,	,	PUNCT
aiti-4072	237	46	pp	pp	ADJ
aiti-4072	237	47	.	.	PUNCT
aiti-4072	237	48	1333	1333	NUM
aiti-4072	237	49	-	-	SYM
aiti-4072	237	50	1344	1344	NUM
aiti-4072	237	51	,	,	PUNCT
aiti-4072	237	52	2017	2017	NUM
aiti-4072	237	53	.	.	PUNCT
aiti-4072	238	1	[	[	X
aiti-4072	238	2	14	14	NUM
aiti-4072	238	3	]	]	X
aiti-4072	238	4	s.	s.	PROPN
aiti-4072	238	5	kitayama	kitayama	PROPN
aiti-4072	238	6	,	,	PUNCT
aiti-4072	238	7	k.	k.	PROPN
aiti-4072	238	8	tamada	tamada	PROPN
aiti-4072	238	9	,	,	PUNCT
aiti-4072	238	10	m.	m.	NOUN
aiti-4072	238	11	takano	takano	PROPN
aiti-4072	238	12	,	,	PUNCT
aiti-4072	238	13	and	and	CCONJ
aiti-4072	238	14	s.	s.	PROPN
aiti-4072	238	15	aiba	aiba	PROPN
aiti-4072	238	16	,	,	PUNCT
aiti-4072	238	17	“	"	PUNCT
aiti-4072	238	18	numerical	numerical	ADJ
aiti-4072	238	19	optimization	optimization	NOUN
aiti-4072	238	20	of	of	ADP
aiti-4072	238	21	process	process	NOUN
aiti-4072	238	22	parameters	parameter	NOUN
aiti-4072	238	23	in	in	ADP
aiti-4072	238	24	plastic	plastic	ADJ
aiti-4072	238	25	injection	injection	NOUN
aiti-4072	238	26	molding	molding	NOUN
aiti-4072	238	27	for	for	ADP
aiti-4072	238	28	minimizing	minimize	VERB
aiti-4072	238	29	weldlines	weldline	NOUN
aiti-4072	238	30	and	and	CCONJ
aiti-4072	238	31	clamping	clamp	VERB
aiti-4072	238	32	force	force	NOUN
aiti-4072	238	33	using	use	VERB
aiti-4072	238	34	conformal	conformal	ADJ
aiti-4072	238	35	cooling	cool	VERB
aiti-4072	238	36	channel	channel	NOUN
aiti-4072	238	37	,	,	PUNCT
aiti-4072	238	38	”	"	PUNCT
aiti-4072	238	39	journal	journal	NOUN
aiti-4072	238	40	of	of	ADP
aiti-4072	238	41	manufacturing	manufacturing	NOUN
aiti-4072	238	42	processes	process	NOUN
aiti-4072	238	43	,	,	PUNCT
aiti-4072	238	44	vol	vol	NOUN
aiti-4072	238	45	.	.	PROPN
aiti-4072	238	46	32	32	NUM
aiti-4072	238	47	,	,	PUNCT
aiti-4072	238	48	pp	pp	ADV
aiti-4072	238	49	782	782	NUM
aiti-4072	238	50	-	-	SYM
aiti-4072	238	51	790	790	NUM
aiti-4072	238	52	,	,	PUNCT
aiti-4072	238	53	april	april	PROPN
aiti-4072	238	54	2018	2018	NUM
aiti-4072	238	55	.	.	PUNCT
aiti-4072	239	1	[	[	X
aiti-4072	239	2	15	15	NUM
aiti-4072	239	3	]	]	X
aiti-4072	239	4	l.	l.	PROPN
aiti-4072	239	5	v.	v.	PROPN
aiti-4072	239	6	candioti	candioti	PROPN
aiti-4072	239	7	,	,	PUNCT
aiti-4072	239	8	m.	m.	NOUN
aiti-4072	239	9	m.	m.	PROPN
aiti-4072	239	10	de	de	PROPN
aiti-4072	239	11	zan	zan	PROPN
aiti-4072	239	12	,	,	PUNCT
aiti-4072	239	13	m.	m.	PROPN
aiti-4072	239	14	s.	s.	PROPN
aiti-4072	239	15	camara	camara	PROPN
aiti-4072	239	16	,	,	PUNCT
aiti-4072	239	17	and	and	CCONJ
aiti-4072	239	18	h.	h.	PROPN
aiti-4072	239	19	c.	c.	PROPN
aiti-4072	239	20	goicoechea	goicoechea	PROPN
aiti-4072	239	21	,	,	PUNCT
aiti-4072	239	22	“	"	PUNCT
aiti-4072	239	23	experimental	experimental	ADJ
aiti-4072	239	24	design	design	NOUN
aiti-4072	239	25	and	and	CCONJ
aiti-4072	239	26	multiple	multiple	ADJ
aiti-4072	239	27	response	response	NOUN
aiti-4072	239	28	optimization	optimization	NOUN
aiti-4072	239	29	using	use	VERB
aiti-4072	239	30	the	the	DET
aiti-4072	239	31	desirability	desirability	NOUN
aiti-4072	239	32	function	function	NOUN
aiti-4072	239	33	in	in	ADP
aiti-4072	239	34	analytical	analytical	ADJ
aiti-4072	239	35	methods	method	NOUN
aiti-4072	239	36	development	development	NOUN
aiti-4072	239	37	,	,	PUNCT
aiti-4072	239	38	”	"	PUNCT
aiti-4072	239	39	talanta	talanta	ADJ
aiti-4072	239	40	,	,	PUNCT
aiti-4072	239	41	vol	vol	NOUN
aiti-4072	239	42	.	.	PROPN
aiti-4072	239	43	124	124	NUM
aiti-4072	239	44	,	,	PUNCT
aiti-4072	239	45	pp	pp	ADJ
aiti-4072	239	46	.	.	PUNCT
aiti-4072	240	1	123	123	NUM
aiti-4072	240	2	-	-	SYM
aiti-4072	240	3	138	138	NUM
aiti-4072	240	4	,	,	PUNCT
aiti-4072	240	5	june	june	PROPN
aiti-4072	240	6	2014	2014	NUM
aiti-4072	240	7	.	.	PUNCT
aiti-4072	241	1	copyright	copyright	NOUN
aiti-4072	241	2	©	©	PROPN
aiti-4072	241	3	by	by	ADP
aiti-4072	241	4	the	the	DET
aiti-4072	241	5	authors	author	NOUN
aiti-4072	241	6	.	.	PUNCT
aiti-4072	242	1	licensee	licensee	PROPN
aiti-4072	242	2	taeti	taeti	PROPN
aiti-4072	242	3	,	,	PUNCT
aiti-4072	242	4	taiwan	taiwan	PROPN
aiti-4072	242	5	.	.	PUNCT
aiti-4072	243	1	this	this	DET
aiti-4072	243	2	article	article	NOUN
aiti-4072	243	3	is	be	AUX
aiti-4072	243	4	an	an	DET
aiti-4072	243	5	open	open	ADJ
aiti-4072	243	6	access	access	NOUN
aiti-4072	243	7	article	article	NOUN
aiti-4072	243	8	distributed	distribute	VERB
aiti-4072	243	9	under	under	ADP
aiti-4072	243	10	the	the	DET
aiti-4072	243	11	terms	term	NOUN
aiti-4072	243	12	and	and	CCONJ
aiti-4072	243	13	conditions	condition	NOUN
aiti-4072	243	14	of	of	ADP
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aiti-4072	243	16	creative	creative	ADJ
aiti-4072	243	17	commons	common	NOUN
aiti-4072	243	18	attribution	attribution	NOUN
aiti-4072	243	19	(	(	PUNCT
aiti-4072	243	20	cc	cc	NOUN
aiti-4072	243	21	by	by	ADP
aiti-4072	243	22	-	-	PUNCT
aiti-4072	243	23	nc	nc	NOUN
aiti-4072	243	24	)	)	PUNCT
aiti-4072	243	25	license	license	NOUN
aiti-4072	243	26	(	(	PUNCT
aiti-4072	243	27	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-4072	243	28	)	)	PUNCT
aiti-4072	243	29	.	.	PUNCT