id	sid	tid	token	lemma	pos
cana-2431	1	1	communications	communication	NOUN
cana-2431	1	2	on	on	ADP
cana-2431	1	3	applied	apply	VERB
cana-2431	1	4	nonlinear	nonlinear	ADJ
cana-2431	1	5	analysis	analysis	NOUN
cana-2431	1	6	issn	issn	NOUN
cana-2431	1	7	:	:	PUNCT
cana-2431	1	8	1074	1074	NUM
cana-2431	1	9	-	-	PUNCT
cana-2431	1	10	133x	133x	NUM
cana-2431	1	11	vol	vol	NOUN
cana-2431	1	12	32	32	NUM
cana-2431	1	13	no	no	NOUN
cana-2431	1	14	.	.	PUNCT
cana-2431	2	1	2s	2s	NUM
cana-2431	2	2	(	(	PUNCT
cana-2431	2	3	2025	2025	NUM
cana-2431	2	4	)	)	PUNCT
cana-2431	2	5	408	408	NUM
cana-2431	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	3	2	nonlinear	nonlinear	NOUN
cana-2431	3	3	improved	improve	VERB
cana-2431	3	4	adaptive	adaptive	ADJ
cana-2431	3	5	optimized	optimize	VERB
cana-2431	3	6	grey	grey	NOUN
cana-2431	3	7	model	model	NOUN
cana-2431	3	8	for	for	ADP
cana-2431	3	9	real	real	ADJ
cana-2431	3	10	-	-	PUNCT
cana-2431	3	11	time	time	NOUN
cana-2431	3	12	monitoring	monitoring	NOUN
cana-2431	3	13	and	and	CCONJ
cana-2431	3	14	control	control	NOUN
cana-2431	3	15	of	of	ADP
cana-2431	3	16	weld	weld	NOUN
cana-2431	3	17	bead	bead	NOUN
cana-2431	3	18	geometry	geometry	NOUN
cana-2431	3	19	in	in	ADP
cana-2431	3	20	robot	robot	NOUN
cana-2431	3	21	-	-	PUNCT
cana-2431	3	22	assisted	assist	VERB
cana-2431	3	23	wire	wire	NOUN
cana-2431	3	24	arc	arc	NOUN
cana-2431	3	25	additive	additive	NOUN
cana-2431	3	26	manufacturing	manufacturing	NOUN
cana-2431	3	27	satish	satish	PROPN
cana-2431	3	28	kumar	kumar	PROPN
cana-2431	3	29	parimi1	parimi1	PROPN
cana-2431	3	30	*	*	PROPN
cana-2431	3	31	,	,	PUNCT
cana-2431	3	32	l	l	PROPN
cana-2431	3	33	suvarna	suvarna	NOUN
cana-2431	3	34	raju	raju	PROPN
cana-2431	3	35	1,2	1,2	NUM
cana-2431	3	36	,	,	PUNCT
cana-2431	3	37	g.	g.	PROPN
cana-2431	3	38	mallaiah3	mallaiah3	PROPN
cana-2431	4	1	1department	1department	NUM
cana-2431	4	2	of	of	ADP
cana-2431	4	3	mechanical	mechanical	ADJ
cana-2431	4	4	engineering	engineering	NOUN
cana-2431	4	5	,	,	PUNCT
cana-2431	4	6	vignan	vignan	NOUN
cana-2431	4	7	's	's	PART
cana-2431	4	8	foundation	foundation	NOUN
cana-2431	4	9	for	for	ADP
cana-2431	4	10	science	science	NOUN
cana-2431	4	11	,	,	PUNCT
cana-2431	4	12	technology	technology	NOUN
cana-2431	4	13	and	and	CCONJ
cana-2431	4	14	research	research	NOUN
cana-2431	4	15	,	,	PUNCT
cana-2431	4	16	andhra	andhra	PROPN
cana-2431	4	17	pradesh	pradesh	PROPN
cana-2431	4	18	,	,	PUNCT
cana-2431	4	19	india	india	PROPN
cana-2431	4	20	2department	2department	NUM
cana-2431	4	21	of	of	ADP
cana-2431	4	22	mechanical	mechanical	ADJ
cana-2431	4	23	engineering	engineering	NOUN
cana-2431	4	24	education	education	NOUN
cana-2431	4	25	,	,	PUNCT
cana-2431	4	26	national	national	PROPN
cana-2431	4	27	institute	institute	PROPN
cana-2431	4	28	of	of	ADP
cana-2431	4	29	technical	technical	PROPN
cana-2431	4	30	teachers	teachers	PROPN
cana-2431	4	31	training	training	NOUN
cana-2431	4	32	&	&	CCONJ
cana-2431	4	33	research	research	PROPN
cana-2431	4	34	(	(	PUNCT
cana-2431	4	35	nitttr	nitttr	NOUN
cana-2431	4	36	)	)	PUNCT
cana-2431	4	37	,	,	PUNCT
cana-2431	4	38	bhopal	bhopal	NOUN
cana-2431	4	39	,	,	PUNCT
cana-2431	4	40	india	india	PROPN
cana-2431	4	41	3department	3department	PROPN
cana-2431	4	42	of	of	ADP
cana-2431	4	43	mechanical	mechanical	ADJ
cana-2431	4	44	engineering	engineering	NOUN
cana-2431	4	45	,	,	PUNCT
cana-2431	4	46	kits	kits	PROPN
cana-2431	4	47	,	,	PUNCT
cana-2431	4	48	singapur	singapur	PROPN
cana-2431	4	49	,	,	PUNCT
cana-2431	4	50	huzurabad	huzurabad	NOUN
cana-2431	4	51	.	.	PUNCT
cana-2431	5	1	corresponding	correspond	VERB
cana-2431	5	2	author	author	NOUN
cana-2431	5	3	*	*	NOUN
cana-2431	5	4	:	:	PUNCT
cana-2431	5	5	satishniyogi1972@gmail.com	satishniyogi1972@gmail.com	X
cana-2431	5	6	article	article	NOUN
cana-2431	5	7	history	history	NOUN
cana-2431	5	8	:	:	PUNCT
cana-2431	5	9	received	receive	VERB
cana-2431	5	10	:	:	PUNCT
cana-2431	5	11	19	19	NUM
cana-2431	5	12	-	-	PUNCT
cana-2431	5	13	09	09	NUM
cana-2431	5	14	-	-	PUNCT
cana-2431	5	15	2024	2024	NUM
cana-2431	5	16	revised	revise	VERB
cana-2431	5	17	:	:	PUNCT
cana-2431	5	18	27	27	NUM
cana-2431	5	19	-	-	SYM
cana-2431	5	20	10	10	NUM
cana-2431	5	21	-	-	PUNCT
cana-2431	5	22	2024	2024	NUM
cana-2431	5	23	accepted	accept	VERB
cana-2431	5	24	:	:	PUNCT
cana-2431	5	25	07	07	NUM
cana-2431	5	26	-	-	SYM
cana-2431	5	27	11	11	NUM
cana-2431	5	28	-	-	PUNCT
cana-2431	5	29	2024	2024	NUM
cana-2431	5	30	abstract	abstract	NOUN
cana-2431	5	31	:	:	PUNCT
cana-2431	5	32	waam	waam	NOUN
cana-2431	5	33	with	with	ADP
cana-2431	5	34	directed	direct	VERB
cana-2431	5	35	energy	energy	NOUN
cana-2431	5	36	deposition	deposition	NOUN
cana-2431	5	37	process	process	NOUN
cana-2431	5	38	and	and	CCONJ
cana-2431	5	39	live	live	VERB
cana-2431	5	40	monitoring	monitoring	NOUN
cana-2431	5	41	of	of	ADP
cana-2431	5	42	weld	weld	NOUN
cana-2431	5	43	bead	bead	NOUN
cana-2431	5	44	shape	shape	NOUN
cana-2431	5	45	gives	give	VERB
cana-2431	5	46	researchers	researcher	NOUN
cana-2431	5	47	and	and	CCONJ
cana-2431	5	48	manufacturers	manufacturer	NOUN
cana-2431	5	49	real	real	ADJ
cana-2431	5	50	-	-	PUNCT
cana-2431	5	51	time	time	NOUN
cana-2431	5	52	information	information	NOUN
cana-2431	5	53	,	,	PUNCT
cana-2431	5	54	allowing	allow	VERB
cana-2431	5	55	them	they	PRON
cana-2431	5	56	to	to	PART
cana-2431	5	57	regulate	regulate	VERB
cana-2431	5	58	the	the	DET
cana-2431	5	59	metal	metal	NOUN
cana-2431	5	60	deposition	deposition	NOUN
cana-2431	5	61	process	process	NOUN
cana-2431	5	62	layer	layer	NOUN
cana-2431	5	63	by	by	ADP
cana-2431	5	64	layer	layer	NOUN
cana-2431	5	65	effectively	effectively	ADV
cana-2431	5	66	.	.	PUNCT
cana-2431	6	1	this	this	DET
cana-2431	6	2	work	work	NOUN
cana-2431	6	3	created	create	VERB
cana-2431	6	4	an	an	DET
cana-2431	6	5	improved	improved	ADJ
cana-2431	6	6	adaptive	adaptive	ADJ
cana-2431	6	7	optimized	optimize	VERB
cana-2431	6	8	grey	grey	NOUN
cana-2431	6	9	model	model	NOUN
cana-2431	6	10	(	(	PUNCT
cana-2431	6	11	iaogm	iaogm	PROPN
cana-2431	6	12	)	)	PUNCT
cana-2431	6	13	,	,	PUNCT
cana-2431	6	14	for	for	ADP
cana-2431	6	15	online	online	ADJ
cana-2431	6	16	monitoring	monitoring	NOUN
cana-2431	6	17	of	of	ADP
cana-2431	6	18	metal	metal	NOUN
cana-2431	6	19	deposits	deposit	NOUN
cana-2431	6	20	'	'	PART
cana-2431	6	21	height	height	NOUN
cana-2431	6	22	and	and	CCONJ
cana-2431	6	23	depth	depth	NOUN
cana-2431	6	24	in	in	ADP
cana-2431	6	25	each	each	DET
cana-2431	6	26	layer	layer	NOUN
cana-2431	6	27	.	.	PUNCT
cana-2431	7	1	the	the	DET
cana-2431	7	2	iaogm(1,n	iaogm(1,n	NOUN
cana-2431	7	3	)	)	PUNCT
cana-2431	7	4	model	model	NOUN
cana-2431	7	5	takes	take	VERB
cana-2431	7	6	fewer	few	ADJ
cana-2431	7	7	training	training	NOUN
cana-2431	7	8	samples	sample	NOUN
cana-2431	7	9	and	and	CCONJ
cana-2431	7	10	has	have	VERB
cana-2431	7	11	limited	limit	VERB
cana-2431	7	12	information	information	NOUN
cana-2431	7	13	.	.	PUNCT
cana-2431	8	1	to	to	PART
cana-2431	8	2	improve	improve	VERB
cana-2431	8	3	prediction	prediction	NOUN
cana-2431	8	4	accuracy	accuracy	NOUN
cana-2431	8	5	,	,	PUNCT
cana-2431	8	6	the	the	DET
cana-2431	8	7	training	training	NOUN
cana-2431	8	8	data	datum	NOUN
cana-2431	8	9	was	be	AUX
cana-2431	8	10	constantly	constantly	ADV
cana-2431	8	11	updated	update	VERB
cana-2431	8	12	by	by	ADP
cana-2431	8	13	eliminating	eliminate	VERB
cana-2431	8	14	old	old	ADJ
cana-2431	8	15	data	datum	NOUN
cana-2431	8	16	and	and	CCONJ
cana-2431	8	17	introducing	introduce	VERB
cana-2431	8	18	newer	new	ADJ
cana-2431	8	19	data	datum	NOUN
cana-2431	8	20	.	.	PUNCT
cana-2431	9	1	the	the	DET
cana-2431	9	2	framework	framework	NOUN
cana-2431	9	3	's	's	PART
cana-2431	9	4	parameters	parameter	NOUN
cana-2431	9	5	comprised	comprise	VERB
cana-2431	9	6	welding	welding	NOUN
cana-2431	9	7	time	time	NOUN
cana-2431	9	8	,	,	PUNCT
cana-2431	9	9	current	current	ADJ
cana-2431	9	10	,	,	PUNCT
cana-2431	9	11	the	the	DET
cana-2431	9	12	absolute	absolute	ADJ
cana-2431	9	13	difference	difference	NOUN
cana-2431	9	14	in	in	ADP
cana-2431	9	15	current	current	NOUN
cana-2431	9	16	at	at	ADP
cana-2431	9	17	5	5	NUM
cana-2431	9	18	-	-	PUNCT
cana-2431	9	19	second	second	ADJ
cana-2431	9	20	intervals	interval	NOUN
cana-2431	9	21	,	,	PUNCT
cana-2431	9	22	and	and	CCONJ
cana-2431	9	23	arc	arc	NOUN
cana-2431	9	24	force	force	NOUN
cana-2431	9	25	.	.	PUNCT
cana-2431	10	1	the	the	DET
cana-2431	10	2	best	well	ADV
cana-2431	10	3	accurate	accurate	ADJ
cana-2431	10	4	weld	weld	NOUN
cana-2431	10	5	bead	bead	NOUN
cana-2431	10	6	height	height	NOUN
cana-2431	10	7	and	and	CCONJ
cana-2431	10	8	depth	depth	NOUN
cana-2431	10	9	estimates	estimate	NOUN
cana-2431	10	10	were	be	AUX
cana-2431	10	11	obtained	obtain	VERB
cana-2431	10	12	by	by	ADP
cana-2431	10	13	calculating	calculate	VERB
cana-2431	10	14	the	the	DET
cana-2431	10	15	root	root	NOUN
cana-2431	10	16	mean	mean	ADJ
cana-2431	10	17	square	square	ADJ
cana-2431	10	18	error	error	NOUN
cana-2431	10	19	(	(	PUNCT
cana-2431	10	20	rmse	rmse	NOUN
cana-2431	10	21	)	)	PUNCT
cana-2431	10	22	for	for	ADP
cana-2431	10	23	various	various	ADJ
cana-2431	10	24	parameter	parameter	NOUN
cana-2431	10	25	combinations	combination	NOUN
cana-2431	10	26	.	.	PUNCT
cana-2431	11	1	the	the	DET
cana-2431	11	2	interplay	interplay	NOUN
cana-2431	11	3	of	of	ADP
cana-2431	11	4	time	time	NOUN
cana-2431	11	5	,	,	PUNCT
cana-2431	11	6	current	current	ADJ
cana-2431	11	7	,	,	PUNCT
cana-2431	11	8	and	and	CCONJ
cana-2431	11	9	arc	arc	NOUN
cana-2431	11	10	force	force	NOUN
cana-2431	11	11	was	be	AUX
cana-2431	11	12	discovered	discover	VERB
cana-2431	11	13	to	to	PART
cana-2431	11	14	have	have	VERB
cana-2431	11	15	a	a	DET
cana-2431	11	16	considerable	considerable	ADJ
cana-2431	11	17	impact	impact	NOUN
cana-2431	11	18	on	on	ADP
cana-2431	11	19	weld	weld	NOUN
cana-2431	11	20	bead	bead	NOUN
cana-2431	11	21	diameters	diameter	NOUN
cana-2431	11	22	.	.	PUNCT
cana-2431	12	1	using	use	VERB
cana-2431	12	2	these	these	DET
cana-2431	12	3	parameters	parameter	NOUN
cana-2431	12	4	,	,	PUNCT
cana-2431	12	5	the	the	DET
cana-2431	12	6	model	model	NOUN
cana-2431	12	7	predicted	predict	VERB
cana-2431	12	8	weld	weld	NOUN
cana-2431	12	9	bead	bead	NOUN
cana-2431	12	10	height	height	NOUN
cana-2431	12	11	and	and	CCONJ
cana-2431	12	12	depth	depth	NOUN
cana-2431	12	13	with	with	ADP
cana-2431	12	14	mape	mape	NOUN
cana-2431	12	15	,	,	PUNCT
cana-2431	12	16	rmse	rmse	NOUN
cana-2431	12	17	,	,	PUNCT
cana-2431	12	18	and	and	CCONJ
cana-2431	12	19	mae	mae	PROPN
cana-2431	12	20	,	,	PUNCT
cana-2431	12	21	values	value	NOUN
cana-2431	12	22	of	of	ADP
cana-2431	12	23	5.48	5.48	NUM
cana-2431	12	24	,	,	PUNCT
cana-2431	12	25	3.32	3.32	NUM
cana-2431	12	26	,	,	PUNCT
cana-2431	12	27	and	and	CCONJ
cana-2431	12	28	7.56	7.56	NUM
cana-2431	12	29	respectively	respectively	ADV
cana-2431	12	30	,	,	PUNCT
cana-2431	12	31	when	when	SCONJ
cana-2431	12	32	compared	compare	VERB
cana-2431	12	33	to	to	ADP
cana-2431	12	34	experimental	experimental	ADJ
cana-2431	12	35	data	datum	NOUN
cana-2431	12	36	.	.	PUNCT
cana-2431	13	1	this	this	DET
cana-2431	13	2	technique	technique	NOUN
cana-2431	13	3	enables	enable	VERB
cana-2431	13	4	users	user	NOUN
cana-2431	13	5	to	to	PART
cana-2431	13	6	properly	properly	ADV
cana-2431	13	7	balance	balance	NOUN
cana-2431	13	8	process	process	NOUN
cana-2431	13	9	parameters	parameter	NOUN
cana-2431	13	10	and	and	CCONJ
cana-2431	13	11	achieve	achieve	VERB
cana-2431	13	12	desired	desire	VERB
cana-2431	13	13	weld	weld	NOUN
cana-2431	13	14	bead	bead	NOUN
cana-2431	13	15	heights	height	NOUN
cana-2431	13	16	without	without	ADP
cana-2431	13	17	the	the	DET
cana-2431	13	18	requirement	requirement	NOUN
cana-2431	13	19	for	for	ADP
cana-2431	13	20	substantial	substantial	ADJ
cana-2431	13	21	training	training	NOUN
cana-2431	13	22	.	.	PUNCT
cana-2431	14	1	keywords	keyword	NOUN
cana-2431	14	2	:	:	PUNCT
cana-2431	14	3	waam	waam	NOUN
cana-2431	14	4	,	,	PUNCT
cana-2431	14	5	non	non	ADJ
cana-2431	14	6	-	-	ADJ
cana-2431	14	7	linear	linear	ADJ
cana-2431	14	8	data	datum	NOUN
cana-2431	14	9	model	model	NOUN
cana-2431	14	10	,	,	PUNCT
cana-2431	14	11	improved	improve	VERB
cana-2431	14	12	adaptive	adaptive	ADJ
cana-2431	14	13	optimized	optimize	VERB
cana-2431	14	14	grey	grey	NOUN
cana-2431	14	15	model	model	NOUN
cana-2431	14	16	,	,	PUNCT
cana-2431	14	17	weld	weld	NOUN
cana-2431	14	18	bead	bead	NOUN
cana-2431	14	19	characteristics	characteristic	NOUN
cana-2431	14	20	,	,	PUNCT
cana-2431	14	21	online	online	ADJ
cana-2431	14	22	monitoring	monitoring	NOUN
cana-2431	14	23	1	1	NUM
cana-2431	14	24	.	.	PUNCT
cana-2431	15	1	introduction	introduction	NOUN
cana-2431	15	2	:	:	PUNCT
cana-2431	15	3	the	the	DET
cana-2431	15	4	advancement	advancement	NOUN
cana-2431	15	5	of	of	ADP
cana-2431	15	6	industry	industry	NOUN
cana-2431	15	7	5.0	5.0	NUM
cana-2431	15	8	transforms	transform	VERB
cana-2431	15	9	the	the	DET
cana-2431	15	10	conventional	conventional	ADJ
cana-2431	15	11	additive	additive	ADJ
cana-2431	15	12	manufacturing(am	manufacturing(am	NOUN
cana-2431	15	13	)	)	PUNCT
cana-2431	15	14	methods	method	NOUN
cana-2431	15	15	with	with	ADP
cana-2431	15	16	the	the	DET
cana-2431	15	17	use	use	NOUN
cana-2431	15	18	of	of	ADP
cana-2431	15	19	robots	robot	NOUN
cana-2431	15	20	and	and	CCONJ
cana-2431	15	21	ai	ai	NOUN
cana-2431	15	22	-	-	PUNCT
cana-2431	15	23	based	base	VERB
cana-2431	15	24	smart	smart	ADJ
cana-2431	15	25	machines	machine	NOUN
cana-2431	15	26	with	with	ADP
cana-2431	15	27	or	or	CCONJ
cana-2431	15	28	without	without	ADP
cana-2431	15	29	the	the	DET
cana-2431	15	30	intervention	intervention	NOUN
cana-2431	15	31	of	of	ADP
cana-2431	15	32	human	human	ADJ
cana-2431	15	33	beings	being	NOUN
cana-2431	15	34	to	to	PART
cana-2431	15	35	enhance	enhance	VERB
cana-2431	15	36	sustainability	sustainability	NOUN
cana-2431	15	37	.	.	PUNCT
cana-2431	16	1	technologies	technology	NOUN
cana-2431	16	2	such	such	ADJ
cana-2431	16	3	as	as	ADP
cana-2431	16	4	iot	iot	NOUN
cana-2431	16	5	-	-	PUNCT
cana-2431	16	6	enabled	enable	VERB
cana-2431	16	7	smart	smart	ADJ
cana-2431	16	8	machines	machine	NOUN
cana-2431	16	9	and	and	CCONJ
cana-2431	16	10	big	big	ADJ
cana-2431	16	11	data	datum	NOUN
cana-2431	16	12	analytics	analytic	NOUN
cana-2431	16	13	are	be	AUX
cana-2431	16	14	in	in	ADP
cana-2431	16	15	industry	industry	NOUN
cana-2431	16	16	4.0	4.0	NUM
cana-2431	16	17	transformed	transform	VERB
cana-2431	16	18	into	into	ADP
cana-2431	16	19	robot	robot	NOUN
cana-2431	16	20	-	-	PUNCT
cana-2431	16	21	assisted	assist	VERB
cana-2431	16	22	ai	ai	NOUN
cana-2431	16	23	-	-	PUNCT
cana-2431	16	24	based	base	VERB
cana-2431	16	25	smart	smart	ADJ
cana-2431	16	26	machines	machine	NOUN
cana-2431	16	27	with	with	ADP
cana-2431	16	28	human	human	ADJ
cana-2431	16	29	-	-	PUNCT
cana-2431	16	30	computer	computer	NOUN
cana-2431	16	31	interaction	interaction	NOUN
cana-2431	16	32	(	(	PUNCT
cana-2431	16	33	hci	hci	NOUN
cana-2431	16	34	)	)	PUNCT
cana-2431	16	35	in	in	ADP
cana-2431	16	36	concern	concern	NOUN
cana-2431	16	37	with	with	ADP
cana-2431	16	38	sustainability	sustainability	NOUN
cana-2431	16	39	aspects	aspect	NOUN
cana-2431	16	40	.	.	PUNCT
cana-2431	17	1	additive	additive	ADJ
cana-2431	17	2	manufacturing	manufacturing	NOUN
cana-2431	17	3	is	be	AUX
cana-2431	17	4	attracting	attract	VERB
cana-2431	17	5	industry	industry	NOUN
cana-2431	17	6	and	and	CCONJ
cana-2431	17	7	researchers	researcher	NOUN
cana-2431	17	8	'	'	PART
cana-2431	17	9	attention	attention	NOUN
cana-2431	17	10	globally	globally	ADV
cana-2431	17	11	due	due	ADP
cana-2431	17	12	to	to	ADP
cana-2431	17	13	its	its	PRON
cana-2431	17	14	progressive	progressive	ADJ
cana-2431	17	15	and	and	CCONJ
cana-2431	17	16	potential	potential	ADJ
cana-2431	17	17	benefits[1	benefits[1	NOUN
cana-2431	17	18	]	]	PUNCT
cana-2431	17	19	.	.	PUNCT
cana-2431	18	1	as	as	ADP
cana-2431	18	2	per	per	ADP
cana-2431	18	3	the	the	DET
cana-2431	18	4	survey	survey	NOUN
cana-2431	18	5	of	of	ADP
cana-2431	18	6	the	the	DET
cana-2431	18	7	global	global	ADJ
cana-2431	18	8	additive	additive	ADJ
cana-2431	18	9	market	market	NOUN
cana-2431	18	10	cagr	cagr	NOUN
cana-2431	18	11	(	(	PUNCT
cana-2431	18	12	compound	compound	VERB
cana-2431	18	13	annual	annual	ADJ
cana-2431	18	14	growth	growth	NOUN
cana-2431	18	15	rate	rate	NOUN
cana-2431	18	16	)	)	PUNCT
cana-2431	18	17	will	will	AUX
cana-2431	18	18	be	be	AUX
cana-2431	18	19	22	22	NUM
cana-2431	18	20	%	%	NOUN
cana-2431	18	21	in	in	ADP
cana-2431	18	22	the	the	DET
cana-2431	18	23	next	next	ADJ
cana-2431	18	24	5	5	NUM
cana-2431	18	25	years	year	NOUN
cana-2431	18	26	.	.	PUNCT
cana-2431	19	1	the	the	DET
cana-2431	19	2	current	current	ADJ
cana-2431	19	3	usd	usd	NOUN
cana-2431	19	4	14.5	14.5	NUM
cana-2431	19	5	billion	billion	NUM
cana-2431	19	6	valued	value	VERB
cana-2431	19	7	additive	additive	ADJ
cana-2431	19	8	manufacturing	manufacturing	NOUN
cana-2431	19	9	market	market	NOUN
cana-2431	19	10	will	will	AUX
cana-2431	19	11	be	be	AUX
cana-2431	19	12	projected	project	VERB
cana-2431	19	13	to	to	PART
cana-2431	19	14	be	be	AUX
cana-2431	19	15	usd	usd	PROPN
cana-2431	19	16	69	69	NUM
cana-2431	19	17	billion	billion	NUM
cana-2431	19	18	by	by	ADP
cana-2431	19	19	2030	2030	NUM
cana-2431	19	20	.	.	PUNCT
cana-2431	20	1	material	material	NOUN
cana-2431	20	2	versatility	versatility	NOUN
cana-2431	20	3	is	be	AUX
cana-2431	20	4	one	one	NUM
cana-2431	20	5	of	of	ADP
cana-2431	20	6	the	the	DET
cana-2431	20	7	concerns	concern	NOUN
cana-2431	20	8	of	of	ADP
cana-2431	20	9	am	be	AUX
cana-2431	20	10	technologies	technology	NOUN
cana-2431	20	11	to	to	PART
cana-2431	20	12	be	be	AUX
cana-2431	20	13	addressed	address	VERB
cana-2431	20	14	and	and	CCONJ
cana-2431	20	15	studied	study	VERB
cana-2431	20	16	further	far	ADV
cana-2431	20	17	,	,	PUNCT
cana-2431	20	18	especially	especially	ADV
cana-2431	20	19	with	with	ADP
cana-2431	20	20	metal	metal	NOUN
cana-2431	20	21	additive	additive	ADJ
cana-2431	20	22	manufacturing	manufacturing	NOUN
cana-2431	20	23	.	.	PUNCT
cana-2431	21	1	due	due	ADP
cana-2431	21	2	to	to	ADP
cana-2431	21	3	excellent	excellent	ADJ
cana-2431	21	4	material	material	NOUN
cana-2431	21	5	utilization	utilization	NOUN
cana-2431	21	6	,	,	PUNCT
cana-2431	21	7	communications	communication	NOUN
cana-2431	21	8	on	on	ADP
cana-2431	21	9	applied	apply	VERB
cana-2431	21	10	nonlinear	nonlinear	ADJ
cana-2431	21	11	analysis	analysis	NOUN
cana-2431	21	12	issn	issn	NOUN
cana-2431	21	13	:	:	PUNCT
cana-2431	21	14	1074	1074	NUM
cana-2431	21	15	-	-	PUNCT
cana-2431	21	16	133x	133x	NUM
cana-2431	21	17	vol	vol	NOUN
cana-2431	21	18	32	32	NUM
cana-2431	21	19	no	no	NOUN
cana-2431	21	20	.	.	PUNCT
cana-2431	22	1	2s	2s	NUM
cana-2431	22	2	(	(	PUNCT
cana-2431	22	3	2025	2025	NUM
cana-2431	22	4	)	)	PUNCT
cana-2431	22	5	409	409	NUM
cana-2431	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	22	7	ease	ease	NOUN
cana-2431	22	8	of	of	ADP
cana-2431	22	9	flexibility	flexibility	NOUN
cana-2431	22	10	,	,	PUNCT
cana-2431	22	11	and	and	CCONJ
cana-2431	22	12	its	its	PRON
cana-2431	22	13	potential	potential	NOUN
cana-2431	22	14	with	with	ADP
cana-2431	22	15	high	high	ADJ
cana-2431	22	16	deposition	deposition	NOUN
cana-2431	22	17	it	it	PRON
cana-2431	22	18	to	to	PART
cana-2431	22	19	be	be	AUX
cana-2431	22	20	used	use	VERB
cana-2431	22	21	in	in	ADP
cana-2431	22	22	a	a	DET
cana-2431	22	23	vast	vast	ADJ
cana-2431	22	24	range	range	NOUN
cana-2431	22	25	of	of	ADP
cana-2431	22	26	applications	application	NOUN
cana-2431	22	27	such	such	ADJ
cana-2431	22	28	as	as	ADP
cana-2431	22	29	automotive	automotive	ADJ
cana-2431	22	30	,	,	PUNCT
cana-2431	22	31	textile	textile	NOUN
cana-2431	22	32	,	,	PUNCT
cana-2431	22	33	medical	medical	ADJ
cana-2431	22	34	,	,	PUNCT
cana-2431	22	35	jewelry	jewelry	NOUN
cana-2431	22	36	,	,	PUNCT
cana-2431	22	37	customized	customized	ADJ
cana-2431	22	38	appliances	appliance	NOUN
cana-2431	22	39	,	,	PUNCT
cana-2431	22	40	and	and	CCONJ
cana-2431	22	41	even	even	ADV
cana-2431	22	42	the	the	DET
cana-2431	22	43	most	most	ADV
cana-2431	22	44	expensive	expensive	ADJ
cana-2431	22	45	aerospace	aerospace	NOUN
cana-2431	22	46	industry	industry	NOUN
cana-2431	22	47	because	because	SCONJ
cana-2431	22	48	of	of	ADP
cana-2431	22	49	its	its	PRON
cana-2431	22	50	less	less	ADJ
cana-2431	22	51	buy	buy	VERB
cana-2431	22	52	-	-	PUNCT
cana-2431	22	53	to	to	ADP
cana-2431	22	54	-	-	PUNCT
cana-2431	22	55	fly(btf	fly(btf	NOUN
cana-2431	22	56	)	)	PUNCT
cana-2431	22	57	ratio.[2	ratio.[2	NUM
cana-2431	22	58	]	]	PUNCT
cana-2431	22	59	am	be	AUX
cana-2431	22	60	more	more	ADV
cana-2431	22	61	often	often	ADV
cana-2431	22	62	referred	refer	VERB
cana-2431	22	63	as	as	ADP
cana-2431	22	64	3d	3d	NUM
cana-2431	22	65	printing	print	VERB
cana-2431	22	66	with	with	ADP
cana-2431	22	67	metal	metal	NOUN
cana-2431	22	68	as	as	ADP
cana-2431	22	69	filament	filament	NOUN
cana-2431	22	70	can	can	AUX
cana-2431	22	71	be	be	AUX
cana-2431	22	72	treated	treat	VERB
cana-2431	22	73	as	as	ADP
cana-2431	22	74	metal	metal	NOUN
cana-2431	22	75	additive	additive	ADJ
cana-2431	22	76	manufacturing(mam	manufacturing(mam	PROPN
cana-2431	22	77	)	)	PUNCT
cana-2431	22	78	.	.	PUNCT
cana-2431	23	1	the	the	DET
cana-2431	23	2	production	production	NOUN
cana-2431	23	3	across	across	ADP
cana-2431	23	4	the	the	DET
cana-2431	23	5	industries	industry	NOUN
cana-2431	23	6	are	be	AUX
cana-2431	23	7	revolutionizing	revolutionize	VERB
cana-2431	23	8	with	with	ADP
cana-2431	23	9	mam	mam	PROPN
cana-2431	23	10	technologies	technology	NOUN
cana-2431	23	11	.	.	PUNCT
cana-2431	24	1	among	among	ADP
cana-2431	24	2	the	the	DET
cana-2431	24	3	mam	mam	PROPN
cana-2431	24	4	technologies	technology	NOUN
cana-2431	24	5	,	,	PUNCT
cana-2431	24	6	direct	direct	ADJ
cana-2431	24	7	energy	energy	NOUN
cana-2431	24	8	deposition(ded	deposition(de	VERB
cana-2431	24	9	)	)	PUNCT
cana-2431	24	10	is	be	AUX
cana-2431	24	11	renowned	renowned	ADJ
cana-2431	24	12	for	for	ADP
cana-2431	24	13	its	its	PRON
cana-2431	24	14	efficient	efficient	ADJ
cana-2431	24	15	material	material	NOUN
cana-2431	24	16	deposition	deposition	NOUN
cana-2431	24	17	.	.	PUNCT
cana-2431	25	1	in	in	ADP
cana-2431	25	2	the	the	DET
cana-2431	25	3	recent	recent	ADJ
cana-2431	25	4	times	time	NOUN
cana-2431	25	5	,	,	PUNCT
cana-2431	25	6	the	the	DET
cana-2431	25	7	ease	ease	NOUN
cana-2431	25	8	of	of	ADP
cana-2431	25	9	am	am	NOUN
cana-2431	25	10	is	be	AUX
cana-2431	25	11	gaining	gain	VERB
cana-2431	25	12	attention	attention	NOUN
cana-2431	25	13	of	of	ADP
cana-2431	25	14	researchers	researcher	NOUN
cana-2431	25	15	along	along	ADP
cana-2431	25	16	with	with	ADP
cana-2431	25	17	the	the	DET
cana-2431	25	18	industries	industry	NOUN
cana-2431	25	19	.	.	PUNCT
cana-2431	26	1	the	the	DET
cana-2431	26	2	complex	complex	ADJ
cana-2431	26	3	intricate	intricate	ADJ
cana-2431	26	4	shapes	shape	NOUN
cana-2431	26	5	are	be	AUX
cana-2431	26	6	developed	develop	VERB
cana-2431	26	7	by	by	ADP
cana-2431	26	8	process	process	NOUN
cana-2431	26	9	of	of	ADP
cana-2431	26	10	material	material	ADJ
cana-2431	26	11	deposition	deposition	NOUN
cana-2431	26	12	as	as	ADP
cana-2431	26	13	layer	layer	NOUN
cana-2431	26	14	by	by	ADP
cana-2431	26	15	layer[3	layer[3	PROPN
cana-2431	26	16	]	]	PUNCT
cana-2431	26	17	.	.	PUNCT
cana-2431	27	1	wire	wire	NOUN
cana-2431	27	2	plus	plus	CCONJ
cana-2431	27	3	arc	arc	NOUN
cana-2431	27	4	additive	additive	ADJ
cana-2431	27	5	manufacturing(waam	manufacturing(waam	NOUN
cana-2431	27	6	)	)	PUNCT
cana-2431	27	7	adopts	adopt	VERB
cana-2431	27	8	ded	de	VERB
cana-2431	27	9	technology	technology	NOUN
cana-2431	27	10	because	because	SCONJ
cana-2431	27	11	of	of	ADP
cana-2431	27	12	the	the	DET
cana-2431	27	13	advent	advent	NOUN
cana-2431	27	14	features	feature	VERB
cana-2431	27	15	such	such	ADJ
cana-2431	27	16	as	as	ADP
cana-2431	27	17	,	,	PUNCT
cana-2431	27	18	ease	ease	NOUN
cana-2431	27	19	of	of	ADP
cana-2431	27	20	operation	operation	NOUN
cana-2431	27	21	,	,	PUNCT
cana-2431	27	22	and	and	CCONJ
cana-2431	27	23	increased	increase	VERB
cana-2431	27	24	productivity	productivity	NOUN
cana-2431	27	25	with	with	ADP
cana-2431	27	26	efficient	efficient	ADJ
cana-2431	27	27	material	material	NOUN
cana-2431	27	28	deposition	deposition	NOUN
cana-2431	27	29	which	which	PRON
cana-2431	27	30	grasp	grasp	VERB
cana-2431	27	31	the	the	DET
cana-2431	27	32	attention	attention	NOUN
cana-2431	27	33	of	of	ADP
cana-2431	27	34	researchers[4	researchers[4	NOUN
cana-2431	27	35	]	]	PUNCT
cana-2431	27	36	.	.	PUNCT
cana-2431	28	1	using	use	VERB
cana-2431	28	2	robots	robot	NOUN
cana-2431	28	3	in	in	ADP
cana-2431	28	4	manufacturing	manufacturing	NOUN
cana-2431	28	5	will	will	AUX
cana-2431	28	6	enhance	enhance	VERB
cana-2431	28	7	productivity	productivity	NOUN
cana-2431	28	8	with	with	ADP
cana-2431	28	9	precision	precision	NOUN
cana-2431	28	10	in	in	ADP
cana-2431	28	11	performing	perform	VERB
cana-2431	28	12	works	work	NOUN
cana-2431	28	13	such	such	ADJ
cana-2431	28	14	as	as	ADP
cana-2431	28	15	the	the	DET
cana-2431	28	16	robotic	robotic	ADJ
cana-2431	28	17	gas	gas	NOUN
cana-2431	28	18	metal	metal	NOUN
cana-2431	28	19	arc	arc	NOUN
cana-2431	28	20	welding	weld	VERB
cana-2431	28	21	process(gmaw	process(gmaw	PROPN
cana-2431	28	22	)	)	PUNCT
cana-2431	28	23	which	which	PRON
cana-2431	28	24	is	be	AUX
cana-2431	28	25	based	base	VERB
cana-2431	28	26	on	on	ADP
cana-2431	28	27	ded	ded	ADJ
cana-2431	28	28	technology	technology	NOUN
cana-2431	28	29	with	with	ADP
cana-2431	28	30	high	high	ADJ
cana-2431	28	31	potential	potential	ADJ
cana-2431	28	32	beneficial	beneficial	ADJ
cana-2431	28	33	aspects	aspect	NOUN
cana-2431	28	34	along	along	ADP
cana-2431	28	35	with	with	ADP
cana-2431	28	36	the	the	DET
cana-2431	28	37	automation	automation	NOUN
cana-2431	28	38	.	.	PUNCT
cana-2431	29	1	the	the	DET
cana-2431	29	2	dimensional	dimensional	ADJ
cana-2431	29	3	accuracy	accuracy	NOUN
cana-2431	29	4	of	of	ADP
cana-2431	29	5	the	the	DET
cana-2431	29	6	deposited	deposit	VERB
cana-2431	29	7	weld	weld	NOUN
cana-2431	29	8	bead	bead	NOUN
cana-2431	29	9	profiles	profile	NOUN
cana-2431	29	10	is	be	AUX
cana-2431	29	11	also	also	ADV
cana-2431	29	12	an	an	DET
cana-2431	29	13	important	important	ADJ
cana-2431	29	14	concern	concern	NOUN
cana-2431	29	15	,	,	PUNCT
cana-2431	29	16	resulting	result	VERB
cana-2431	29	17	in	in	ADP
cana-2431	29	18	poor	poor	ADJ
cana-2431	29	19	build	build	NOUN
cana-2431	29	20	structure	structure	NOUN
cana-2431	29	21	of	of	ADP
cana-2431	29	22	the	the	DET
cana-2431	29	23	weld	weld	NOUN
cana-2431	29	24	bead	bead	NOUN
cana-2431	29	25	.	.	PUNCT
cana-2431	30	1	surface	surface	NOUN
cana-2431	30	2	quality	quality	NOUN
cana-2431	30	3	is	be	AUX
cana-2431	30	4	another	another	DET
cana-2431	30	5	barrier	barrier	NOUN
cana-2431	30	6	to	to	ADP
cana-2431	30	7	the	the	DET
cana-2431	30	8	wide	wide	ADJ
cana-2431	30	9	adoption	adoption	NOUN
cana-2431	30	10	of	of	ADP
cana-2431	30	11	waam	waam	NOUN
cana-2431	30	12	in	in	ADP
cana-2431	30	13	all	all	DET
cana-2431	30	14	manufacturing	manufacture	VERB
cana-2431	30	15	sectors	sector	NOUN
cana-2431	30	16	,	,	PUNCT
cana-2431	30	17	affecting	affect	VERB
cana-2431	30	18	the	the	DET
cana-2431	30	19	building	building	NOUN
cana-2431	30	20	structure	structure	NOUN
cana-2431	30	21	with	with	ADP
cana-2431	30	22	voids	voids	NOUN
cana-2431	30	23	and	and	CCONJ
cana-2431	30	24	defects	defect	NOUN
cana-2431	30	25	[	[	X
cana-2431	30	26	5	5	NUM
cana-2431	30	27	]	]	PUNCT
cana-2431	30	28	.	.	PUNCT
cana-2431	31	1	further	further	ADJ
cana-2431	31	2	proper	proper	ADJ
cana-2431	31	3	selection	selection	NOUN
cana-2431	31	4	of	of	ADP
cana-2431	31	5	process	process	NOUN
cana-2431	31	6	parameters	parameter	NOUN
cana-2431	31	7	is	be	AUX
cana-2431	31	8	essential	essential	ADJ
cana-2431	31	9	to	to	PART
cana-2431	31	10	obtain	obtain	VERB
cana-2431	31	11	the	the	DET
cana-2431	31	12	homogeneous	homogeneous	ADJ
cana-2431	31	13	structure	structure	NOUN
cana-2431	31	14	of	of	ADP
cana-2431	31	15	the	the	DET
cana-2431	31	16	thin	thin	PROPN
cana-2431	31	17	wall	wall	PROPN
cana-2431	31	18	geometry	geometry	NOUN
cana-2431	31	19	produced	produce	VERB
cana-2431	31	20	by	by	ADP
cana-2431	31	21	the	the	DET
cana-2431	31	22	waam	waam	NOUN
cana-2431	31	23	process[6	process[6	NOUN
cana-2431	31	24	]	]	X
cana-2431	31	25	.	.	PUNCT
cana-2431	32	1	before	before	ADP
cana-2431	32	2	the	the	DET
cana-2431	32	3	selection	selection	NOUN
cana-2431	32	4	of	of	ADP
cana-2431	32	5	optimal	optimal	ADJ
cana-2431	32	6	process	process	NOUN
cana-2431	32	7	parameters	parameter	NOUN
cana-2431	32	8	researchers	researcher	NOUN
cana-2431	32	9	have	have	VERB
cana-2431	32	10	to	to	PART
cana-2431	32	11	take	take	VERB
cana-2431	32	12	a	a	DET
cana-2431	32	13	call	call	NOUN
cana-2431	32	14	on	on	ADP
cana-2431	32	15	the	the	DET
cana-2431	32	16	modeling	modeling	NOUN
cana-2431	32	17	techniques	technique	NOUN
cana-2431	32	18	available	available	ADJ
cana-2431	32	19	such	such	ADJ
cana-2431	32	20	as	as	ADP
cana-2431	32	21	physics	physics	NOUN
cana-2431	32	22	-	-	PUNCT
cana-2431	32	23	driven	drive	VERB
cana-2431	32	24	models	model	NOUN
cana-2431	32	25	and	and	CCONJ
cana-2431	32	26	data	datum	NOUN
cana-2431	32	27	-	-	PUNCT
cana-2431	32	28	driven	drive	VERB
cana-2431	32	29	models	model	NOUN
cana-2431	32	30	to	to	PART
cana-2431	32	31	control	control	VERB
cana-2431	32	32	and	and	CCONJ
cana-2431	32	33	monitor	monitor	VERB
cana-2431	32	34	weld	weld	NOUN
cana-2431	32	35	bead	bead	NOUN
cana-2431	32	36	profiles	profile	NOUN
cana-2431	32	37	.	.	PUNCT
cana-2431	33	1	most	most	ADJ
cana-2431	33	2	physics	physics	NOUN
cana-2431	33	3	-	-	PUNCT
cana-2431	33	4	driven	drive	VERB
cana-2431	33	5	models	model	NOUN
cana-2431	33	6	are	be	AUX
cana-2431	33	7	based	base	VERB
cana-2431	33	8	on	on	ADP
cana-2431	33	9	the	the	DET
cana-2431	33	10	finite	finite	PROPN
cana-2431	33	11	element	element	PROPN
cana-2431	33	12	method(fem	method(fem	PROPN
cana-2431	33	13	)	)	PUNCT
cana-2431	33	14	based	base	VERB
cana-2431	33	15	and	and	CCONJ
cana-2431	33	16	data	data	NOUN
cana-2431	33	17	-	-	PUNCT
cana-2431	33	18	driven	drive	VERB
cana-2431	33	19	models	model	NOUN
cana-2431	33	20	rely	rely	VERB
cana-2431	33	21	on	on	ADP
cana-2431	33	22	the	the	DET
cana-2431	33	23	previous	previous	ADJ
cana-2431	33	24	experimental	experimental	ADJ
cana-2431	33	25	history	history	NOUN
cana-2431	33	26	of	of	ADP
cana-2431	33	27	the	the	DET
cana-2431	33	28	weld	weld	NOUN
cana-2431	33	29	bead	bead	NOUN
cana-2431	33	30	deposition	deposition	NOUN
cana-2431	33	31	in	in	ADP
cana-2431	33	32	the	the	DET
cana-2431	33	33	formation	formation	NOUN
cana-2431	33	34	of	of	ADP
cana-2431	33	35	structures	structure	NOUN
cana-2431	33	36	.	.	PUNCT
cana-2431	34	1	as	as	SCONJ
cana-2431	34	2	the	the	DET
cana-2431	34	3	fem	fem	NOUN
cana-2431	34	4	is	be	AUX
cana-2431	34	5	derived	derive	VERB
cana-2431	34	6	from	from	ADP
cana-2431	34	7	physics	physics	NOUN
cana-2431	34	8	-	-	PUNCT
cana-2431	34	9	driven	drive	VERB
cana-2431	34	10	modeling	modeling	NOUN
cana-2431	34	11	it	it	PRON
cana-2431	34	12	requires	require	VERB
cana-2431	34	13	a	a	DET
cana-2431	34	14	lot	lot	NOUN
cana-2431	34	15	of	of	ADP
cana-2431	34	16	computational	computational	ADJ
cana-2431	34	17	effort	effort	NOUN
cana-2431	34	18	and	and	CCONJ
cana-2431	34	19	time	time	NOUN
cana-2431	34	20	along	along	ADP
cana-2431	34	21	with	with	ADP
cana-2431	34	22	the	the	DET
cana-2431	34	23	complex	complex	ADJ
cana-2431	34	24	analytical	analytical	ADJ
cana-2431	34	25	equations	equation	NOUN
cana-2431	34	26	.	.	PUNCT
cana-2431	35	1	hence	hence	ADV
cana-2431	35	2	data	data	NOUN
cana-2431	35	3	-	-	PUNCT
cana-2431	35	4	driven	drive	VERB
cana-2431	35	5	models	model	NOUN
cana-2431	35	6	are	be	AUX
cana-2431	35	7	preferable	preferable	ADJ
cana-2431	35	8	for	for	ADP
cana-2431	35	9	convenient	convenient	ADJ
cana-2431	35	10	usage	usage	NOUN
cana-2431	35	11	along	along	ADP
cana-2431	35	12	with	with	ADP
cana-2431	35	13	the	the	DET
cana-2431	35	14	control	control	NOUN
cana-2431	35	15	and	and	CCONJ
cana-2431	35	16	monitoring	monitoring	NOUN
cana-2431	35	17	of	of	ADP
cana-2431	35	18	the	the	DET
cana-2431	35	19	weld	weld	NOUN
cana-2431	35	20	bead	bead	NOUN
cana-2431	35	21	profiles	profile	NOUN
cana-2431	35	22	with	with	ADP
cana-2431	35	23	enhanced	enhanced	ADJ
cana-2431	35	24	surface	surface	NOUN
cana-2431	35	25	quality	quality	NOUN
cana-2431	35	26	and	and	CCONJ
cana-2431	35	27	build	build	VERB
cana-2431	35	28	structure	structure	NOUN
cana-2431	35	29	integrity	integrity	NOUN
cana-2431	35	30	.	.	PUNCT
cana-2431	36	1	data	data	NOUN
cana-2431	36	2	-	-	PUNCT
cana-2431	36	3	driven	drive	VERB
cana-2431	36	4	models	model	NOUN
cana-2431	36	5	are	be	AUX
cana-2431	36	6	considered	consider	VERB
cana-2431	36	7	as	as	ADP
cana-2431	36	8	prominent	prominent	ADJ
cana-2431	36	9	alternatives	alternative	NOUN
cana-2431	36	10	to	to	PART
cana-2431	36	11	model	model	VERB
cana-2431	36	12	the	the	DET
cana-2431	36	13	weld	weld	NOUN
cana-2431	36	14	bead	bead	NOUN
cana-2431	36	15	profile	profile	NOUN
cana-2431	36	16	using	use	VERB
cana-2431	36	17	the	the	DET
cana-2431	36	18	general	general	ADJ
cana-2431	36	19	-	-	PUNCT
cana-2431	36	20	additive	additive	NOUN
cana-2431	36	21	-	-	PUNCT
cana-2431	36	22	model	model	NOUN
cana-2431	36	23	method	method	NOUN
cana-2431	36	24	to	to	PART
cana-2431	36	25	predict	predict	VERB
cana-2431	36	26	the	the	DET
cana-2431	36	27	weld	weld	NOUN
cana-2431	36	28	bead	bead	NOUN
cana-2431	36	29	dimensional	dimensional	PROPN
cana-2431	36	30	characteristics[5	characteristics[5	PROPN
cana-2431	36	31	]	]	PUNCT
cana-2431	36	32	.	.	PUNCT
cana-2431	37	1	the	the	DET
cana-2431	37	2	weld	weld	NOUN
cana-2431	37	3	bead	bead	NOUN
cana-2431	37	4	's	's	PART
cana-2431	37	5	dimensional	dimensional	ADJ
cana-2431	37	6	characteristics	characteristic	NOUN
cana-2431	37	7	along	along	ADP
cana-2431	37	8	with	with	ADP
cana-2431	37	9	the	the	DET
cana-2431	37	10	structural	structural	ADJ
cana-2431	37	11	integrity	integrity	NOUN
cana-2431	37	12	and	and	CCONJ
cana-2431	37	13	quality	quality	NOUN
cana-2431	37	14	of	of	ADP
cana-2431	37	15	the	the	DET
cana-2431	37	16	weld	weld	NOUN
cana-2431	37	17	bead	bead	NOUN
cana-2431	37	18	are	be	AUX
cana-2431	37	19	significantly	significantly	ADV
cana-2431	37	20	influenced	influence	VERB
cana-2431	37	21	by	by	ADP
cana-2431	37	22	the	the	DET
cana-2431	37	23	input	input	NOUN
cana-2431	37	24	process	process	NOUN
cana-2431	37	25	parameters	parameter	NOUN
cana-2431	37	26	of	of	ADP
cana-2431	37	27	the	the	DET
cana-2431	37	28	equipment	equipment	NOUN
cana-2431	37	29	most	most	ADJ
cana-2431	37	30	of	of	ADP
cana-2431	37	31	the	the	DET
cana-2431	37	32	gmaw	gmaw	NOUN
cana-2431	37	33	processes	process	NOUN
cana-2431	37	34	are	be	AUX
cana-2431	37	35	combined	combine	VERB
cana-2431	37	36	with	with	ADP
cana-2431	37	37	a	a	DET
cana-2431	37	38	degree	degree	NOUN
cana-2431	37	39	of	of	ADP
cana-2431	37	40	freedom	freedom	NOUN
cana-2431	37	41	robot	robot	NOUN
cana-2431	37	42	to	to	PART
cana-2431	37	43	automate	automate	VERB
cana-2431	37	44	the	the	DET
cana-2431	37	45	process	process	NOUN
cana-2431	37	46	and	and	CCONJ
cana-2431	37	47	the	the	DET
cana-2431	37	48	parameters	parameter	NOUN
cana-2431	37	49	are	be	AUX
cana-2431	37	50	weld	weld	NOUN
cana-2431	37	51	speed	speed	NOUN
cana-2431	37	52	,	,	PUNCT
cana-2431	37	53	feed	feed	NOUN
cana-2431	37	54	rate	rate	NOUN
cana-2431	37	55	,	,	PUNCT
cana-2431	37	56	input	input	NOUN
cana-2431	37	57	voltage	voltage	NOUN
cana-2431	37	58	for	for	ADP
cana-2431	37	59	the	the	DET
cana-2431	37	60	process	process	NOUN
cana-2431	37	61	,	,	PUNCT
cana-2431	37	62	with	with	ADP
cana-2431	37	63	the	the	DET
cana-2431	37	64	equal	equal	ADJ
cana-2431	37	65	significance	significance	NOUN
cana-2431	37	66	of	of	ADP
cana-2431	37	67	time	time	NOUN
cana-2431	37	68	for	for	ADP
cana-2431	37	69	cooling	cool	VERB
cana-2431	37	70	in	in	ADP
cana-2431	37	71	between	between	ADP
cana-2431	37	72	weld	weld	NOUN
cana-2431	37	73	beads	bead	NOUN
cana-2431	37	74	or	or	CCONJ
cana-2431	37	75	layers[7	layers[7	NOUN
cana-2431	37	76	]	]	PUNCT
cana-2431	37	77	.	.	PUNCT
cana-2431	38	1	the	the	DET
cana-2431	38	2	effect	effect	NOUN
cana-2431	38	3	of	of	ADP
cana-2431	38	4	inter	inter	ADJ
cana-2431	38	5	-	-	ADJ
cana-2431	38	6	pass	pass	ADJ
cana-2431	38	7	temperature	temperature	NOUN
cana-2431	38	8	will	will	AUX
cana-2431	38	9	affect	affect	VERB
cana-2431	38	10	the	the	DET
cana-2431	38	11	grain	grain	NOUN
cana-2431	38	12	size	size	NOUN
cana-2431	38	13	in	in	ADP
cana-2431	38	14	the	the	DET
cana-2431	38	15	microstructure	microstructure	NOUN
cana-2431	38	16	of	of	ADP
cana-2431	38	17	the	the	DET
cana-2431	38	18	weld	weld	NOUN
cana-2431	38	19	bead	bead	NOUN
cana-2431	38	20	which	which	PRON
cana-2431	38	21	affects	affect	VERB
cana-2431	38	22	the	the	DET
cana-2431	38	23	mechanical	mechanical	ADJ
cana-2431	38	24	performance	performance	NOUN
cana-2431	38	25	parameters	parameter	NOUN
cana-2431	38	26	of	of	ADP
cana-2431	38	27	the	the	DET
cana-2431	38	28	structure[8	structure[8	NOUN
cana-2431	38	29	]	]	PUNCT
cana-2431	38	30	.	.	PUNCT
cana-2431	39	1	in	in	ADP
cana-2431	39	2	few	few	ADJ
cana-2431	39	3	studies	study	NOUN
cana-2431	39	4	,	,	PUNCT
cana-2431	39	5	it	it	PRON
cana-2431	39	6	was	be	AUX
cana-2431	39	7	identified	identify	VERB
cana-2431	39	8	that	that	SCONJ
cana-2431	39	9	the	the	DET
cana-2431	39	10	multilayer	multilayer	ADJ
cana-2431	39	11	weld	weld	NOUN
cana-2431	39	12	bead	bead	NOUN
cana-2431	39	13	deposition	deposition	NOUN
cana-2431	39	14	enhances	enhance	VERB
cana-2431	39	15	the	the	DET
cana-2431	39	16	energy	energy	NOUN
cana-2431	39	17	deposition	deposition	NOUN
cana-2431	39	18	which	which	PRON
cana-2431	39	19	implies	imply	VERB
cana-2431	39	20	that	that	SCONJ
cana-2431	39	21	deposition	deposition	NOUN
cana-2431	39	22	happens	happen	VERB
cana-2431	39	23	with	with	ADP
cana-2431	39	24	a	a	DET
cana-2431	39	25	certain	certain	ADJ
cana-2431	39	26	quantum	quantum	NOUN
cana-2431	39	27	of	of	ADP
cana-2431	39	28	arc	arc	NOUN
cana-2431	39	29	force	force	NOUN
cana-2431	39	30	which	which	PRON
cana-2431	39	31	further	far	ADV
cana-2431	39	32	leads	lead	VERB
cana-2431	39	33	to	to	ADP
cana-2431	39	34	an	an	DET
cana-2431	39	35	increase	increase	NOUN
cana-2431	39	36	in	in	ADP
cana-2431	39	37	depth	depth	NOUN
cana-2431	39	38	penetration	penetration	NOUN
cana-2431	39	39	of	of	ADP
cana-2431	39	40	the	the	DET
cana-2431	39	41	weld	weld	NOUN
cana-2431	39	42	bead[9	bead[9	NOUN
cana-2431	39	43	]	]	PUNCT
cana-2431	39	44	.	.	PUNCT
cana-2431	40	1	the	the	DET
cana-2431	40	2	homogeneous	homogeneous	ADJ
cana-2431	40	3	weld	weld	NOUN
cana-2431	40	4	bead	bead	NOUN
cana-2431	40	5	formation	formation	NOUN
cana-2431	40	6	will	will	AUX
cana-2431	40	7	depend	depend	VERB
cana-2431	40	8	on	on	ADP
cana-2431	40	9	the	the	DET
cana-2431	40	10	fine	fine	ADV
cana-2431	40	11	-	-	PUNCT
cana-2431	40	12	tuning	tuning	NOUN
cana-2431	40	13	of	of	ADP
cana-2431	40	14	process	process	NOUN
cana-2431	40	15	parameter	parameter	NOUN
cana-2431	40	16	selection	selection	NOUN
cana-2431	40	17	,	,	PUNCT
cana-2431	40	18	few	few	ADJ
cana-2431	40	19	researchers	researcher	NOUN
cana-2431	40	20	have	have	AUX
cana-2431	40	21	identified	identify	VERB
cana-2431	40	22	that	that	DET
cana-2431	40	23	weld	weld	NOUN
cana-2431	40	24	bead	bead	VERB
cana-2431	40	25	irregular	irregular	ADJ
cana-2431	40	26	formation	formation	NOUN
cana-2431	40	27	at	at	ADP
cana-2431	40	28	the	the	DET
cana-2431	40	29	starting	starting	NOUN
cana-2431	40	30	and	and	CCONJ
cana-2431	40	31	at	at	ADP
cana-2431	40	32	the	the	DET
cana-2431	40	33	end	end	NOUN
cana-2431	40	34	of	of	ADP
cana-2431	40	35	the	the	DET
cana-2431	40	36	bead	bead	NOUN
cana-2431	40	37	is	be	AUX
cana-2431	40	38	a	a	DET
cana-2431	40	39	generic	generic	ADJ
cana-2431	40	40	problem	problem	NOUN
cana-2431	40	41	with	with	ADP
cana-2431	40	42	the	the	DET
cana-2431	40	43	waam	waam	NOUN
cana-2431	40	44	and	and	CCONJ
cana-2431	40	45	attention	attention	NOUN
cana-2431	40	46	is	be	AUX
cana-2431	40	47	required	require	VERB
cana-2431	40	48	to	to	PART
cana-2431	40	49	control	control	VERB
cana-2431	40	50	this	this	DET
cana-2431	40	51	phenomenon	phenomenon	NOUN
cana-2431	40	52	.	.	PUNCT
cana-2431	41	1	even	even	ADV
cana-2431	41	2	though	though	SCONJ
cana-2431	41	3	this	this	DET
cana-2431	41	4	critical	critical	ADJ
cana-2431	41	5	issue	issue	NOUN
cana-2431	41	6	is	be	AUX
cana-2431	41	7	complex	complex	ADJ
cana-2431	41	8	,	,	PUNCT
cana-2431	41	9	it	it	PRON
cana-2431	41	10	has	have	AUX
cana-2431	41	11	been	be	AUX
cana-2431	41	12	addressed	address	VERB
cana-2431	41	13	by	by	ADP
cana-2431	41	14	a	a	DET
cana-2431	41	15	geometrical	geometrical	ADJ
cana-2431	41	16	leveling	leveling	NOUN
cana-2431	41	17	strategy	strategy	NOUN
cana-2431	41	18	by	by	ADP
cana-2431	41	19	depositing	deposit	VERB
cana-2431	41	20	an	an	DET
cana-2431	41	21	additional	additional	ADJ
cana-2431	41	22	run	run	NOUN
cana-2431	41	23	of	of	ADP
cana-2431	41	24	weld	weld	NOUN
cana-2431	41	25	bead	bead	NOUN
cana-2431	41	26	to	to	PART
cana-2431	41	27	compensate	compensate	VERB
cana-2431	41	28	for	for	ADP
cana-2431	41	29	the	the	DET
cana-2431	41	30	irregularities	irregularity	NOUN
cana-2431	41	31	which	which	PRON
cana-2431	41	32	consumes	consume	VERB
cana-2431	41	33	additional	additional	ADJ
cana-2431	41	34	time	time	NOUN
cana-2431	41	35	to	to	ADP
cana-2431	41	36	complete[10	complete[10	PRON
cana-2431	41	37	]	]	PUNCT
cana-2431	41	38	.	.	PUNCT
cana-2431	42	1	the	the	DET
cana-2431	42	2	uniformity	uniformity	NOUN
cana-2431	42	3	of	of	ADP
cana-2431	42	4	the	the	DET
cana-2431	42	5	weld	weld	NOUN
cana-2431	42	6	bead	bead	NOUN
cana-2431	42	7	is	be	AUX
cana-2431	42	8	monitored	monitor	VERB
cana-2431	42	9	with	with	ADP
cana-2431	42	10	a	a	DET
cana-2431	42	11	passive	passive	ADJ
cana-2431	42	12	vision	vision	NOUN
cana-2431	42	13	system	system	NOUN
cana-2431	42	14	which	which	PRON
cana-2431	42	15	is	be	AUX
cana-2431	42	16	communications	communication	NOUN
cana-2431	42	17	on	on	ADP
cana-2431	42	18	applied	apply	VERB
cana-2431	42	19	nonlinear	nonlinear	ADJ
cana-2431	42	20	analysis	analysis	NOUN
cana-2431	42	21	issn	issn	NOUN
cana-2431	42	22	:	:	PUNCT
cana-2431	42	23	1074	1074	NUM
cana-2431	42	24	-	-	PUNCT
cana-2431	42	25	133x	133x	NUM
cana-2431	42	26	vol	vol	NOUN
cana-2431	42	27	32	32	NUM
cana-2431	42	28	no	no	NOUN
cana-2431	42	29	.	.	PUNCT
cana-2431	43	1	2s	2s	NUM
cana-2431	43	2	(	(	PUNCT
cana-2431	43	3	2025	2025	NUM
cana-2431	43	4	)	)	PUNCT
cana-2431	43	5	410	410	NUM
cana-2431	43	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	43	7	integrated	integrate	VERB
cana-2431	43	8	with	with	ADP
cana-2431	43	9	pid	pid	NOUN
cana-2431	43	10	controller	controller	NOUN
cana-2431	43	11	to	to	PART
cana-2431	43	12	monitor	monitor	VERB
cana-2431	43	13	and	and	CCONJ
cana-2431	43	14	control	control	VERB
cana-2431	43	15	the	the	DET
cana-2431	43	16	formation	formation	NOUN
cana-2431	43	17	based	base	VERB
cana-2431	43	18	on	on	ADP
cana-2431	43	19	the	the	DET
cana-2431	43	20	feedback	feedback	NOUN
cana-2431	43	21	obtained	obtain	VERB
cana-2431	43	22	from	from	ADP
cana-2431	43	23	the	the	DET
cana-2431	43	24	most	most	ADV
cana-2431	43	25	recently	recently	ADV
cana-2431	43	26	deposited	deposit	VERB
cana-2431	43	27	weld	weld	NOUN
cana-2431	43	28	bead	bead	NOUN
cana-2431	43	29	[	[	X
cana-2431	43	30	11	11	NUM
cana-2431	43	31	]	]	PUNCT
cana-2431	43	32	.	.	PUNCT
cana-2431	44	1	in	in	ADP
cana-2431	44	2	most	most	ADJ
cana-2431	44	3	situations	situation	NOUN
cana-2431	44	4	,	,	PUNCT
cana-2431	44	5	the	the	DET
cana-2431	44	6	innovative	innovative	ADJ
cana-2431	44	7	model	model	NOUN
cana-2431	44	8	has	have	VERB
cana-2431	44	9	the	the	DET
cana-2431	44	10	highest	high	ADJ
cana-2431	44	11	forecasting	forecasting	NOUN
cana-2431	44	12	precision	precision	NOUN
cana-2431	44	13	,	,	PUNCT
cana-2431	44	14	indicating	indicate	VERB
cana-2431	44	15	that	that	SCONJ
cana-2431	44	16	optimizing	optimize	VERB
cana-2431	44	17	the	the	DET
cana-2431	44	18	beginning	begin	VERB
cana-2431	44	19	condition	condition	NOUN
cana-2431	44	20	and	and	CCONJ
cana-2431	44	21	background	background	NOUN
cana-2431	44	22	value	value	NOUN
cana-2431	44	23	may	may	AUX
cana-2431	44	24	significantly	significantly	ADV
cana-2431	44	25	improve	improve	VERB
cana-2431	44	26	the	the	DET
cana-2431	44	27	gray	gray	ADJ
cana-2431	44	28	model	model	NOUN
cana-2431	44	29	's	's	PART
cana-2431	44	30	flexibility	flexibility	NOUN
cana-2431	44	31	and	and	CCONJ
cana-2431	44	32	prediction	prediction	NOUN
cana-2431	44	33	accuracy[12].from	accuracy[12].from	VERB
cana-2431	44	34	the	the	DET
cana-2431	44	35	literature	literature	NOUN
cana-2431	44	36	,	,	PUNCT
cana-2431	44	37	it	it	PRON
cana-2431	44	38	is	be	AUX
cana-2431	44	39	summarized	summarize	VERB
cana-2431	44	40	that	that	SCONJ
cana-2431	44	41	few	few	ADJ
cana-2431	44	42	researchers	researcher	NOUN
cana-2431	44	43	have	have	AUX
cana-2431	44	44	reported	report	VERB
cana-2431	44	45	limited	limited	ADJ
cana-2431	44	46	number	number	NOUN
cana-2431	44	47	of	of	ADP
cana-2431	44	48	studies	study	NOUN
cana-2431	44	49	on	on	ADP
cana-2431	44	50	modeling	model	VERB
cana-2431	44	51	methods	method	NOUN
cana-2431	44	52	for	for	ADP
cana-2431	44	53	the	the	DET
cana-2431	44	54	estimation	estimation	NOUN
cana-2431	44	55	of	of	ADP
cana-2431	44	56	wall	wall	PROPN
cana-2431	44	57	structure	structure	NOUN
cana-2431	44	58	geometry	geometry	NOUN
cana-2431	44	59	in	in	ADP
cana-2431	44	60	waam	waam	NOUN
cana-2431	44	61	process	process	NOUN
cana-2431	44	62	.	.	PUNCT
cana-2431	45	1	but	but	CCONJ
cana-2431	45	2	,	,	PUNCT
cana-2431	45	3	the	the	DET
cana-2431	45	4	quality	quality	NOUN
cana-2431	45	5	of	of	ADP
cana-2431	45	6	the	the	DET
cana-2431	45	7	deposited	deposit	VERB
cana-2431	45	8	structure	structure	NOUN
cana-2431	45	9	and	and	CCONJ
cana-2431	45	10	dimensional	dimensional	ADJ
cana-2431	45	11	accuracy	accuracy	NOUN
cana-2431	45	12	depends	depend	VERB
cana-2431	45	13	on	on	ADP
cana-2431	45	14	the	the	DET
cana-2431	45	15	qualitative	qualitative	ADJ
cana-2431	45	16	deposition	deposition	NOUN
cana-2431	45	17	of	of	ADP
cana-2431	45	18	molten	molten	ADJ
cana-2431	45	19	metal	metal	NOUN
cana-2431	45	20	with	with	ADP
cana-2431	45	21	appropriate	appropriate	ADJ
cana-2431	45	22	arc	arc	NOUN
cana-2431	45	23	force	force	NOUN
cana-2431	45	24	,	,	PUNCT
cana-2431	45	25	hence	hence	ADV
cana-2431	45	26	the	the	DET
cana-2431	45	27	monitoring	monitoring	NOUN
cana-2431	45	28	of	of	ADP
cana-2431	45	29	weld	weld	NOUN
cana-2431	45	30	bead	bead	NOUN
cana-2431	45	31	deposition	deposition	NOUN
cana-2431	45	32	requires	require	VERB
cana-2431	45	33	much	much	ADJ
cana-2431	45	34	attention	attention	NOUN
cana-2431	45	35	.	.	PUNCT
cana-2431	46	1	hence	hence	ADV
cana-2431	46	2	,	,	PUNCT
cana-2431	46	3	in	in	ADP
cana-2431	46	4	the	the	DET
cana-2431	46	5	present	present	ADJ
cana-2431	46	6	study	study	NOUN
cana-2431	46	7	,	,	PUNCT
cana-2431	46	8	in	in	ADP
cana-2431	46	9	-	-	PUNCT
cana-2431	46	10	process	process	NOUN
cana-2431	46	11	monitoring	monitoring	NOUN
cana-2431	46	12	of	of	ADP
cana-2431	46	13	weld	weld	NOUN
cana-2431	46	14	bead	bead	NOUN
cana-2431	46	15	deposition	deposition	NOUN
cana-2431	46	16	using	use	VERB
cana-2431	46	17	novel	novel	NOUN
cana-2431	46	18	robust	robust	ADJ
cana-2431	46	19	in	in	ADP
cana-2431	46	20	-	-	PUNCT
cana-2431	46	21	process	process	NOUN
cana-2431	46	22	online	online	ADJ
cana-2431	46	23	grey	grey	PROPN
cana-2431	46	24	forecasting	forecasting	NOUN
cana-2431	46	25	model(ogm	model(ogm	NOUN
cana-2431	46	26	)	)	PUNCT
cana-2431	46	27	frame	frame	NOUN
cana-2431	46	28	work	work	NOUN
cana-2431	46	29	is	be	AUX
cana-2431	46	30	adopted	adopt	VERB
cana-2431	46	31	to	to	PART
cana-2431	46	32	monitor	monitor	VERB
cana-2431	46	33	the	the	DET
cana-2431	46	34	weld	weld	NOUN
cana-2431	46	35	bead	bead	NOUN
cana-2431	46	36	geometry	geometry	NOUN
cana-2431	46	37	,	,	PUNCT
cana-2431	46	38	such	such	ADJ
cana-2431	46	39	as	as	ADP
cana-2431	46	40	width	width	NOUN
cana-2431	46	41	of	of	ADP
cana-2431	46	42	the	the	DET
cana-2431	46	43	weld	weld	NOUN
cana-2431	46	44	bead	bead	NOUN
cana-2431	46	45	(	(	PUNCT
cana-2431	46	46	wwb	wwb	X
cana-2431	46	47	)	)	PUNCT
cana-2431	46	48	,	,	PUNCT
cana-2431	46	49	height	height	NOUN
cana-2431	46	50	of	of	ADP
cana-2431	46	51	the	the	DET
cana-2431	46	52	weld	weld	NOUN
cana-2431	46	53	bead(hwb	bead(hwb	NOUN
cana-2431	46	54	)	)	PUNCT
cana-2431	46	55	&	&	CCONJ
cana-2431	46	56	depth	depth	NOUN
cana-2431	46	57	of	of	ADP
cana-2431	46	58	the	the	DET
cana-2431	46	59	weld	weld	NOUN
cana-2431	46	60	bead(dwb	bead(dwb	PROPN
cana-2431	46	61	)	)	PUNCT
cana-2431	46	62	in	in	ADP
cana-2431	46	63	formation	formation	NOUN
cana-2431	46	64	of	of	ADP
cana-2431	46	65	thin	thin	ADJ
cana-2431	46	66	wall	wall	NOUN
cana-2431	46	67	structure	structure	NOUN
cana-2431	46	68	in	in	ADP
cana-2431	46	69	wire	wire	NOUN
cana-2431	46	70	arc	arc	NOUN
cana-2431	46	71	additive	additive	NOUN
cana-2431	46	72	manufacturing	manufacturing	NOUN
cana-2431	46	73	.	.	PUNCT
cana-2431	47	1	the	the	DET
cana-2431	47	2	input	input	NOUN
cana-2431	47	3	process	process	NOUN
cana-2431	47	4	parameters	parameter	NOUN
cana-2431	47	5	such	such	ADJ
cana-2431	47	6	as	as	ADP
cana-2431	47	7	deposition	deposition	NOUN
cana-2431	47	8	time	time	NOUN
cana-2431	47	9	,	,	PUNCT
cana-2431	47	10	arc	arc	NOUN
cana-2431	47	11	force	force	NOUN
cana-2431	47	12	and	and	CCONJ
cana-2431	47	13	current	current	ADJ
cana-2431	47	14	are	be	AUX
cana-2431	47	15	considered	consider	VERB
cana-2431	47	16	as	as	ADP
cana-2431	47	17	independent	independent	ADJ
cana-2431	47	18	variables	variable	NOUN
cana-2431	47	19	.	.	PUNCT
cana-2431	48	1	the	the	DET
cana-2431	48	2	output	output	NOUN
cana-2431	48	3	process	process	NOUN
cana-2431	48	4	parameters	parameter	NOUN
cana-2431	48	5	such	such	ADJ
cana-2431	48	6	as	as	ADP
cana-2431	48	7	width	width	ADJ
cana-2431	48	8	,	,	PUNCT
cana-2431	48	9	height	height	NOUN
cana-2431	48	10	,	,	PUNCT
cana-2431	48	11	and	and	CCONJ
cana-2431	48	12	depth	depth	NOUN
cana-2431	48	13	of	of	ADP
cana-2431	48	14	the	the	DET
cana-2431	48	15	weld	weld	NOUN
cana-2431	48	16	bead	bead	NOUN
cana-2431	48	17	are	be	AUX
cana-2431	48	18	forecasted	forecast	VERB
cana-2431	48	19	by	by	ADP
cana-2431	48	20	ogm	ogm	PROPN
cana-2431	48	21	.	.	PUNCT
cana-2431	48	22	fig.1	fig.1	PROPN
cana-2431	48	23	wire	wire	NOUN
cana-2431	48	24	arc	arc	NOUN
cana-2431	48	25	additively	additively	ADV
cana-2431	48	26	manufactured	manufacture	VERB
cana-2431	48	27	thin	thin	ADJ
cana-2431	48	28	wall	wall	PROPN
cana-2431	48	29	1.1	1.1	NUM
cana-2431	48	30	objective	objective	NOUN
cana-2431	48	31	of	of	ADP
cana-2431	48	32	the	the	DET
cana-2431	48	33	work	work	NOUN
cana-2431	48	34	:	:	PUNCT
cana-2431	48	35	in	in	ADP
cana-2431	48	36	forming	form	VERB
cana-2431	48	37	a	a	DET
cana-2431	48	38	thin	thin	ADJ
cana-2431	48	39	wall	wall	NOUN
cana-2431	48	40	structure	structure	NOUN
cana-2431	48	41	formed	form	VERB
cana-2431	48	42	by	by	ADP
cana-2431	48	43	multiple	multiple	ADJ
cana-2431	48	44	weld	weld	NOUN
cana-2431	48	45	beads	bead	NOUN
cana-2431	48	46	layer	layer	NOUN
cana-2431	48	47	by	by	ADP
cana-2431	48	48	layer	layer	NOUN
cana-2431	48	49	,	,	PUNCT
cana-2431	48	50	the	the	DET
cana-2431	48	51	dimensional	dimensional	ADJ
cana-2431	48	52	characteristics	characteristic	NOUN
cana-2431	48	53	such	such	ADJ
cana-2431	48	54	as	as	ADP
cana-2431	48	55	hwb	hwb	PROPN
cana-2431	48	56	,	,	PUNCT
cana-2431	48	57	wwb	wwb	PROPN
cana-2431	48	58	,	,	PUNCT
cana-2431	48	59	and	and	CCONJ
cana-2431	48	60	dwb	dwb	PROPN
cana-2431	48	61	are	be	AUX
cana-2431	48	62	dependent	dependent	ADJ
cana-2431	48	63	on	on	ADP
cana-2431	48	64	process	process	NOUN
cana-2431	48	65	parameters	parameter	NOUN
cana-2431	48	66	used	use	VERB
cana-2431	48	67	for	for	ADP
cana-2431	48	68	the	the	DET
cana-2431	48	69	deposition	deposition	NOUN
cana-2431	48	70	of	of	ADP
cana-2431	48	71	weld	weld	NOUN
cana-2431	48	72	beads	bead	NOUN
cana-2431	48	73	.	.	PUNCT
cana-2431	49	1	the	the	DET
cana-2431	49	2	formation	formation	NOUN
cana-2431	49	3	of	of	ADP
cana-2431	49	4	weld	weld	NOUN
cana-2431	49	5	bead	bead	NOUN
cana-2431	49	6	throughout	throughout	ADP
cana-2431	49	7	the	the	DET
cana-2431	49	8	deposition	deposition	NOUN
cana-2431	49	9	is	be	AUX
cana-2431	49	10	not	not	PART
cana-2431	49	11	uniform	uniform	ADJ
cana-2431	49	12	,	,	PUNCT
cana-2431	49	13	and	and	CCONJ
cana-2431	49	14	the	the	DET
cana-2431	49	15	same	same	ADJ
cana-2431	49	16	kind	kind	NOUN
cana-2431	49	17	of	of	ADP
cana-2431	49	18	structure	structure	NOUN
cana-2431	49	19	can	can	AUX
cana-2431	49	20	be	be	AUX
cana-2431	49	21	observed	observe	VERB
cana-2431	49	22	in	in	ADP
cana-2431	49	23	the	the	DET
cana-2431	49	24	literature	literature	NOUN
cana-2431	49	25	also	also	ADV
cana-2431	49	26	,	,	PUNCT
cana-2431	49	27	as	as	SCONJ
cana-2431	49	28	the	the	DET
cana-2431	49	29	extreme	extreme	ADJ
cana-2431	49	30	positions	position	NOUN
cana-2431	49	31	of	of	ADP
cana-2431	49	32	the	the	DET
cana-2431	49	33	weld	weld	NOUN
cana-2431	49	34	bead	bead	NOUN
cana-2431	49	35	differ	differ	VERB
cana-2431	49	36	from	from	ADP
cana-2431	49	37	the	the	DET
cana-2431	49	38	middle	middle	ADJ
cana-2431	49	39	segments	segment	NOUN
cana-2431	49	40	of	of	ADP
cana-2431	49	41	it	it	PRON
cana-2431	49	42	,	,	PUNCT
cana-2431	49	43	and	and	CCONJ
cana-2431	49	44	the	the	DET
cana-2431	49	45	same	same	ADJ
cana-2431	49	46	is	be	AUX
cana-2431	49	47	reported	report	VERB
cana-2431	49	48	in	in	ADP
cana-2431	49	49	the	the	DET
cana-2431	49	50	literature	literature	NOUN
cana-2431	49	51	as	as	ADP
cana-2431	49	52	well[10	well[10	NOUN
cana-2431	49	53	]	]	PUNCT
cana-2431	49	54	.	.	PUNCT
cana-2431	50	1	in	in	ADP
cana-2431	50	2	the	the	DET
cana-2431	50	3	formation	formation	NOUN
cana-2431	50	4	of	of	ADP
cana-2431	50	5	intricate	intricate	ADJ
cana-2431	50	6	shapes	shape	NOUN
cana-2431	50	7	via	via	ADP
cana-2431	50	8	the	the	DET
cana-2431	50	9	waam	waam	NOUN
cana-2431	50	10	process	process	NOUN
cana-2431	50	11	the	the	DET
cana-2431	50	12	varying	vary	VERB
cana-2431	50	13	cross	cross	ADJ
cana-2431	50	14	-	-	ADJ
cana-2431	50	15	sectional	sectional	ADJ
cana-2431	50	16	weld	weld	NOUN
cana-2431	50	17	bead	bead	NOUN
cana-2431	50	18	deposition	deposition	NOUN
cana-2431	50	19	is	be	AUX
cana-2431	50	20	considered	consider	VERB
cana-2431	50	21	as	as	ADP
cana-2431	50	22	typical	typical	ADJ
cana-2431	50	23	and	and	CCONJ
cana-2431	50	24	deposition	deposition	NOUN
cana-2431	50	25	of	of	ADP
cana-2431	50	26	like	like	ADV
cana-2431	50	27	-	-	PUNCT
cana-2431	50	28	wise	wise	ADJ
cana-2431	50	29	weld	weld	NOUN
cana-2431	50	30	beads	bead	NOUN
cana-2431	50	31	to	to	PART
cana-2431	50	32	develop	develop	VERB
cana-2431	50	33	thin	thin	ADJ
cana-2431	50	34	walls	wall	NOUN
cana-2431	50	35	with	with	ADP
cana-2431	50	36	varied	varied	ADJ
cana-2431	50	37	dimensions	dimension	NOUN
cana-2431	50	38	requires	require	VERB
cana-2431	50	39	adaptive	adaptive	ADJ
cana-2431	50	40	weld	weld	NOUN
cana-2431	50	41	bead	bead	NOUN
cana-2431	50	42	formation	formation	NOUN
cana-2431	50	43	with	with	ADP
cana-2431	50	44	optimal	optimal	ADJ
cana-2431	50	45	process	process	NOUN
cana-2431	50	46	parameters	parameter	NOUN
cana-2431	50	47	as	as	ADP
cana-2431	50	48	mentioned[13	mentioned[13	PROPN
cana-2431	50	49	]	]	PUNCT
cana-2431	50	50	.	.	PUNCT
cana-2431	51	1	accordingly	accordingly	ADV
cana-2431	51	2	,	,	PUNCT
cana-2431	51	3	the	the	DET
cana-2431	51	4	most	most	ADV
cana-2431	51	5	influencing	influence	VERB
cana-2431	51	6	process	process	NOUN
cana-2431	51	7	parameters	parameter	NOUN
cana-2431	51	8	in	in	ADP
cana-2431	51	9	robotic	robotic	ADJ
cana-2431	51	10	waam	waam	NOUN
cana-2431	51	11	are	be	AUX
cana-2431	51	12	wire	wire	NOUN
cana-2431	51	13	feed	feed	NOUN
cana-2431	51	14	,	,	PUNCT
cana-2431	51	15	weld	weld	NOUN
cana-2431	51	16	speed	speed	NOUN
cana-2431	51	17	,	,	PUNCT
cana-2431	51	18	current	current	ADJ
cana-2431	51	19	,	,	PUNCT
cana-2431	51	20	and	and	CCONJ
cana-2431	51	21	torch	torch	NOUN
cana-2431	51	22	angle	angle	NOUN
cana-2431	51	23	are	be	AUX
cana-2431	51	24	selected	select	VERB
cana-2431	51	25	for	for	ADP
cana-2431	51	26	the	the	DET
cana-2431	51	27	present	present	ADJ
cana-2431	51	28	work	work	NOUN
cana-2431	51	29	.	.	PUNCT
cana-2431	52	1	in	in	ADP
cana-2431	52	2	the	the	DET
cana-2431	52	3	present	present	ADJ
cana-2431	52	4	work	work	NOUN
cana-2431	52	5	,	,	PUNCT
cana-2431	52	6	the	the	DET
cana-2431	52	7	torch	torch	NOUN
cana-2431	52	8	angle	angle	NOUN
cana-2431	52	9	is	be	AUX
cana-2431	52	10	taken	take	VERB
cana-2431	52	11	as	as	ADP
cana-2431	52	12	79	79	NUM
cana-2431	52	13	degrees	degree	NOUN
cana-2431	52	14	,	,	PUNCT
cana-2431	52	15	which	which	PRON
cana-2431	52	16	is	be	AUX
cana-2431	52	17	optimal	optimal	ADJ
cana-2431	52	18	as	as	ADP
cana-2431	52	19	per	per	ADP
cana-2431	52	20	the	the	DET
cana-2431	52	21	existing	exist	VERB
cana-2431	52	22	literature	literature	NOUN
cana-2431	52	23	.	.	PUNCT
cana-2431	53	1	the	the	DET
cana-2431	53	2	objective	objective	NOUN
cana-2431	53	3	of	of	ADP
cana-2431	53	4	the	the	DET
cana-2431	53	5	present	present	ADJ
cana-2431	53	6	work	work	NOUN
cana-2431	53	7	to	to	PART
cana-2431	53	8	develop	develop	VERB
cana-2431	53	9	a	a	DET
cana-2431	53	10	novel	novel	NOUN
cana-2431	53	11	and	and	CCONJ
cana-2431	53	12	robust	robust	ADJ
cana-2431	53	13	online	online	ADJ
cana-2431	53	14	monitoring	monitoring	NOUN
cana-2431	53	15	and	and	CCONJ
cana-2431	53	16	control	control	NOUN
cana-2431	53	17	system	system	NOUN
cana-2431	53	18	for	for	ADP
cana-2431	53	19	weld	weld	NOUN
cana-2431	53	20	bead	bead	VERB
cana-2431	53	21	dimensional	dimensional	ADJ
cana-2431	53	22	characteristics	characteristic	NOUN
cana-2431	53	23	with	with	ADP
cana-2431	53	24	reduced	reduce	VERB
cana-2431	53	25	mape	mape	NOUN
cana-2431	53	26	value	value	NOUN
cana-2431	53	27	between	between	ADP
cana-2431	53	28	forecasted	forecast	VERB
cana-2431	53	29	and	and	CCONJ
cana-2431	53	30	experimental	experimental	ADJ
cana-2431	53	31	results	result	NOUN
cana-2431	53	32	.	.	PUNCT
cana-2431	54	1	so	so	ADV
cana-2431	54	2	,	,	PUNCT
cana-2431	54	3	the	the	DET
cana-2431	54	4	accuracy	accuracy	NOUN
cana-2431	54	5	of	of	ADP
cana-2431	54	6	the	the	DET
cana-2431	54	7	proposed	propose	VERB
cana-2431	54	8	model	model	NOUN
cana-2431	54	9	should	should	AUX
cana-2431	54	10	be	be	AUX
cana-2431	54	11	improved	improve	VERB
cana-2431	54	12	.	.	PUNCT
cana-2431	55	1	in	in	ADP
cana-2431	55	2	addition	addition	NOUN
cana-2431	55	3	,	,	PUNCT
cana-2431	55	4	a	a	DET
cana-2431	55	5	comparative	comparative	ADJ
cana-2431	55	6	study	study	NOUN
cana-2431	55	7	is	be	AUX
cana-2431	55	8	to	to	PART
cana-2431	55	9	be	be	AUX
cana-2431	55	10	made	make	VERB
cana-2431	55	11	between	between	ADP
cana-2431	55	12	the	the	DET
cana-2431	55	13	normal	normal	ADJ
cana-2431	55	14	thin	thin	ADJ
cana-2431	55	15	wall	wall	NOUN
cana-2431	55	16	structure	structure	NOUN
cana-2431	55	17	and	and	CCONJ
cana-2431	55	18	the	the	DET
cana-2431	55	19	application	application	NOUN
cana-2431	55	20	of	of	ADP
cana-2431	55	21	the	the	DET
cana-2431	55	22	proposed	propose	VERB
cana-2431	55	23	framework	framework	NOUN
cana-2431	55	24	model	model	NOUN
cana-2431	55	25	.	.	PUNCT
cana-2431	56	1	communications	communication	NOUN
cana-2431	56	2	on	on	ADP
cana-2431	56	3	applied	apply	VERB
cana-2431	56	4	nonlinear	nonlinear	ADJ
cana-2431	56	5	analysis	analysis	NOUN
cana-2431	56	6	issn	issn	NOUN
cana-2431	56	7	:	:	PUNCT
cana-2431	56	8	1074	1074	NUM
cana-2431	56	9	-	-	PUNCT
cana-2431	56	10	133x	133x	NUM
cana-2431	56	11	vol	vol	NOUN
cana-2431	56	12	32	32	NUM
cana-2431	56	13	no	no	NOUN
cana-2431	56	14	.	.	PUNCT
cana-2431	57	1	2s	2s	NUM
cana-2431	57	2	(	(	PUNCT
cana-2431	57	3	2025	2025	NUM
cana-2431	57	4	)	)	PUNCT
cana-2431	57	5	411	411	NUM
cana-2431	57	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	57	7	1.2	1.2	NUM
cana-2431	57	8	.	.	PUNCT
cana-2431	58	1	factors	factor	NOUN
cana-2431	58	2	affecting	affect	VERB
cana-2431	58	3	the	the	DET
cana-2431	58	4	weld	weld	NOUN
cana-2431	58	5	bead	bead	NOUN
cana-2431	58	6	:	:	PUNCT
cana-2431	58	7	the	the	DET
cana-2431	58	8	parameters	parameter	NOUN
cana-2431	58	9	such	such	ADJ
cana-2431	58	10	as	as	ADP
cana-2431	58	11	width	width	ADJ
cana-2431	58	12	and	and	CCONJ
cana-2431	58	13	depth	depth	NOUN
cana-2431	58	14	of	of	ADP
cana-2431	58	15	weld	weld	NOUN
cana-2431	58	16	beads	bead	NOUN
cana-2431	58	17	are	be	AUX
cana-2431	58	18	influenced	influence	VERB
cana-2431	58	19	by	by	ADP
cana-2431	58	20	the	the	DET
cana-2431	58	21	mode	mode	NOUN
cana-2431	58	22	of	of	ADP
cana-2431	58	23	metal	metal	NOUN
cana-2431	58	24	transfer	transfer	NOUN
cana-2431	58	25	,	,	PUNCT
cana-2431	58	26	and	and	CCONJ
cana-2431	58	27	its	its	PRON
cana-2431	58	28	associated	associated	ADJ
cana-2431	58	29	arc	arc	NOUN
cana-2431	58	30	force[14	force[14	PROPN
cana-2431	58	31	]	]	X
cana-2431	58	32	.	.	PUNCT
cana-2431	59	1	the	the	DET
cana-2431	59	2	arc	arc	NOUN
cana-2431	59	3	force	force	NOUN
cana-2431	59	4	in	in	ADP
cana-2431	59	5	the	the	DET
cana-2431	59	6	metal	metal	NOUN
cana-2431	59	7	transfer	transfer	NOUN
cana-2431	59	8	is	be	AUX
cana-2431	59	9	a	a	DET
cana-2431	59	10	composition	composition	NOUN
cana-2431	59	11	of	of	ADP
cana-2431	59	12	forces	force	NOUN
cana-2431	59	13	from	from	ADP
cana-2431	59	14	an	an	DET
cana-2431	59	15	electrode	electrode	NOUN
cana-2431	59	16	to	to	ADP
cana-2431	59	17	the	the	DET
cana-2431	59	18	substrate	substrate	NOUN
cana-2431	59	19	is	be	AUX
cana-2431	59	20	explained	explain	VERB
cana-2431	59	21	in	in	ADP
cana-2431	59	22	this	this	DET
cana-2431	59	23	section	section	NOUN
cana-2431	59	24	.	.	PUNCT
cana-2431	60	1	the	the	DET
cana-2431	60	2	mode	mode	NOUN
cana-2431	60	3	of	of	ADP
cana-2431	60	4	metal	metal	NOUN
cana-2431	60	5	transition	transition	NOUN
cana-2431	60	6	from	from	ADP
cana-2431	60	7	the	the	DET
cana-2431	60	8	filler	filler	NOUN
cana-2431	60	9	wire	wire	NOUN
cana-2431	60	10	to	to	ADP
cana-2431	60	11	the	the	DET
cana-2431	60	12	substrate	substrate	NOUN
cana-2431	60	13	consists	consist	VERB
cana-2431	60	14	of	of	ADP
cana-2431	60	15	a	a	DET
cana-2431	60	16	composition	composition	NOUN
cana-2431	60	17	of	of	ADP
cana-2431	60	18	forces	force	NOUN
cana-2431	60	19	which	which	PRON
cana-2431	60	20	are	be	AUX
cana-2431	60	21	described	describe	VERB
cana-2431	60	22	in	in	ADP
cana-2431	60	23	different	different	ADJ
cana-2431	60	24	theories	theory	NOUN
cana-2431	60	25	explained[15	explained[15	PRON
cana-2431	60	26	]	]	PUNCT
cana-2431	60	27	.	.	PUNCT
cana-2431	61	1	the	the	DET
cana-2431	61	2	static	static	ADJ
cana-2431	61	3	force	force	NOUN
cana-2431	61	4	theory	theory	NOUN
cana-2431	61	5	focuses	focus	VERB
cana-2431	61	6	on	on	ADP
cana-2431	61	7	the	the	DET
cana-2431	61	8	detaching	detach	VERB
cana-2431	61	9	phenomenon	phenomenon	NOUN
cana-2431	61	10	of	of	ADP
cana-2431	61	11	metal	metal	NOUN
cana-2431	61	12	drop	drop	NOUN
cana-2431	61	13	-	-	PUNCT
cana-2431	61	14	in	in	ADP
cana-2431	61	15	metal	metal	NOUN
cana-2431	61	16	transfer	transfer	NOUN
cana-2431	61	17	mode	mode	NOUN
cana-2431	61	18	,	,	PUNCT
cana-2431	61	19	when	when	SCONJ
cana-2431	61	20	the	the	DET
cana-2431	61	21	metal	metal	NOUN
cana-2431	61	22	drop	drop	NOUN
cana-2431	61	23	retaining	retain	VERB
cana-2431	61	24	force	force	NOUN
cana-2431	61	25	is	be	AUX
cana-2431	61	26	less	less	ADJ
cana-2431	61	27	than	than	ADP
cana-2431	61	28	the	the	DET
cana-2431	61	29	static	static	ADJ
cana-2431	61	30	detaching	detach	VERB
cana-2431	61	31	force	force	NOUN
cana-2431	61	32	,	,	PUNCT
cana-2431	61	33	the	the	DET
cana-2431	61	34	metal	metal	NOUN
cana-2431	61	35	drop	drop	NOUN
cana-2431	61	36	detaches	detach	VERB
cana-2431	61	37	from	from	ADP
cana-2431	61	38	the	the	DET
cana-2431	61	39	electrode	electrode	NOUN
cana-2431	61	40	and	and	CCONJ
cana-2431	61	41	sticks	stick	NOUN
cana-2431	61	42	on	on	ADP
cana-2431	61	43	the	the	DET
cana-2431	61	44	substrate[16	substrate[16	NOUN
cana-2431	61	45	]	]	X
cana-2431	61	46	.	.	PUNCT
cana-2431	62	1	this	this	DET
cana-2431	62	2	theory	theory	NOUN
cana-2431	62	3	also	also	ADV
cana-2431	62	4	states	state	VERB
cana-2431	62	5	that	that	SCONJ
cana-2431	62	6	metal	metal	NOUN
cana-2431	62	7	drop	drop	NOUN
cana-2431	62	8	detaching	detach	VERB
cana-2431	62	9	is	be	AUX
cana-2431	62	10	under	under	ADP
cana-2431	62	11	the	the	DET
cana-2431	62	12	association	association	NOUN
cana-2431	62	13	of	of	ADP
cana-2431	62	14	gravity	gravity	NOUN
cana-2431	62	15	force	force	NOUN
cana-2431	62	16	,	,	PUNCT
cana-2431	62	17	the	the	DET
cana-2431	62	18	current	current	ADJ
cana-2431	62	19	-	-	PUNCT
cana-2431	62	20	produced	produce	VERB
cana-2431	62	21	electromagnetic	electromagnetic	ADJ
cana-2431	62	22	force	force	NOUN
cana-2431	62	23	and	and	CCONJ
cana-2431	62	24	plasma	plasma	NOUN
cana-2431	62	25	arc	arc	NOUN
cana-2431	62	26	drag	drag	NOUN
cana-2431	62	27	force	force	NOUN
cana-2431	62	28	while	while	SCONJ
cana-2431	62	29	retaining	retain	VERB
cana-2431	62	30	force	force	NOUN
cana-2431	62	31	under	under	ADP
cana-2431	62	32	the	the	DET
cana-2431	62	33	surface	surface	NOUN
cana-2431	62	34	tension	tension	NOUN
cana-2431	62	35	of	of	ADP
cana-2431	62	36	the	the	DET
cana-2431	62	37	molten	molten	ADJ
cana-2431	62	38	metal	metal	NOUN
cana-2431	62	39	drop[17	drop[17	PROPN
cana-2431	62	40	]	]	PUNCT
cana-2431	62	41	.	.	PUNCT
cana-2431	63	1	the	the	DET
cana-2431	63	2	gravity	gravity	NOUN
cana-2431	63	3	force	force	NOUN
cana-2431	63	4	of	of	ADP
cana-2431	63	5	the	the	DET
cana-2431	63	6	metal	metal	NOUN
cana-2431	63	7	drop	drop	NOUN
cana-2431	63	8	is	be	AUX
cana-2431	63	9	due	due	ADJ
cana-2431	63	10	to	to	ADP
cana-2431	63	11	self	self	NOUN
cana-2431	63	12	-	-	PUNCT
cana-2431	63	13	weight	weight	NOUN
cana-2431	63	14	,	,	PUNCT
cana-2431	63	15	which	which	PRON
cana-2431	63	16	inhibits	inhibit	VERB
cana-2431	63	17	the	the	DET
cana-2431	63	18	ability	ability	NOUN
cana-2431	63	19	to	to	PART
cana-2431	63	20	detach	detach	VERB
cana-2431	63	21	from	from	ADP
cana-2431	63	22	feed	feed	NOUN
cana-2431	63	23	wire	wire	NOUN
cana-2431	63	24	and	and	CCONJ
cana-2431	63	25	it	it	PRON
cana-2431	63	26	is	be	AUX
cana-2431	63	27	calibrated	calibrate	VERB
cana-2431	63	28	by	by	ADP
cana-2431	63	29	the	the	DET
cana-2431	63	30	equation	equation	NOUN
cana-2431	63	31	(	(	PUNCT
cana-2431	63	32	1	1	NUM
cana-2431	63	33	)	)	PUNCT
cana-2431	63	34	and	and	CCONJ
cana-2431	63	35	calculated	calculate	VERB
cana-2431	63	36	as	as	ADP
cana-2431	63	37	3.55	3.55	NUM
cana-2431	63	38	×	×	NOUN
cana-2431	63	39	10	10	NUM
cana-2431	63	40	-	-	SYM
cana-2431	63	41	3	3	NUM
cana-2431	63	42	n.	n.	NOUN
cana-2431	63	43	as	as	SCONJ
cana-2431	63	44	the	the	DET
cana-2431	63	45	molten	molten	ADJ
cana-2431	63	46	filler	filler	NOUN
cana-2431	63	47	metal	metal	NOUN
cana-2431	63	48	drop	drop	NOUN
cana-2431	63	49	transition	transition	NOUN
cana-2431	63	50	is	be	AUX
cana-2431	63	51	dependent	dependent	ADJ
cana-2431	63	52	on	on	ADP
cana-2431	63	53	the	the	DET
cana-2431	63	54	arc	arc	NOUN
cana-2431	63	55	current	current	NOUN
cana-2431	63	56	and	and	CCONJ
cana-2431	63	57	the	the	DET
cana-2431	63	58	flow	flow	NOUN
cana-2431	63	59	of	of	ADP
cana-2431	63	60	metal	metal	NOUN
cana-2431	63	61	drops	drop	NOUN
cana-2431	63	62	is	be	AUX
cana-2431	63	63	less	less	ADJ
cana-2431	63	64	,	,	PUNCT
cana-2431	63	65	the	the	DET
cana-2431	63	66	globular	globular	ADJ
cana-2431	63	67	mode	mode	NOUN
cana-2431	63	68	of	of	ADP
cana-2431	63	69	metal	metal	NOUN
cana-2431	63	70	transfer	transfer	NOUN
cana-2431	63	71	occurs	occur	VERB
cana-2431	63	72	,	,	PUNCT
cana-2431	63	73	and	and	CCONJ
cana-2431	63	74	its	its	PRON
cana-2431	63	75	volume	volume	NOUN
cana-2431	63	76	(	(	PUNCT
cana-2431	63	77	𝑣	𝑣	NOUN
cana-2431	63	78	)	)	PUNCT
cana-2431	63	79	is	be	AUX
cana-2431	63	80	under	under	ADP
cana-2431	63	81	gravitational	gravitational	ADJ
cana-2431	63	82	force	force	NOUN
cana-2431	63	83	.	.	PUNCT
cana-2431	64	1	the	the	DET
cana-2431	64	2	diameter	diameter	NOUN
cana-2431	64	3	of	of	ADP
cana-2431	64	4	a	a	DET
cana-2431	64	5	droplet	droplet	NOUN
cana-2431	64	6	is	be	AUX
cana-2431	64	7	twice	twice	ADV
cana-2431	64	8	of	of	ADP
cana-2431	64	9	the	the	DET
cana-2431	64	10	mild	mild	ADJ
cana-2431	64	11	steel	steel	NOUN
cana-2431	64	12	filler	filler	NOUN
cana-2431	64	13	wire	wire	NOUN
cana-2431	64	14	supplied	supply	VERB
cana-2431	64	15	,	,	PUNCT
cana-2431	64	16	with	with	ADP
cana-2431	64	17	the	the	DET
cana-2431	64	18	density	density	NOUN
cana-2431	64	19	(	(	PUNCT
cana-2431	64	20	𝜌𝐷	𝜌𝐷	NOUN
cana-2431	64	21	)	)	PUNCT
cana-2431	64	22	and	and	CCONJ
cana-2431	64	23	force	force	NOUN
cana-2431	64	24	of	of	ADP
cana-2431	64	25	gravity	gravity	NOUN
cana-2431	64	26	(	(	PUNCT
cana-2431	64	27	g	g	NOUN
cana-2431	64	28	)	)	PUNCT
cana-2431	64	29	taken	take	VERB
cana-2431	64	30	as	as	ADP
cana-2431	64	31	0.00785	0.00785	NUM
cana-2431	64	32	gmm-3	gmm-3	NUM
cana-2431	64	33	and	and	CCONJ
cana-2431	64	34	7.83	7.83	NUM
cana-2431	64	35	gmm-3	gmm-3	NUM
cana-2431	64	36	respectively[18	respectively[18	NOUN
cana-2431	64	37	]	]	PUNCT
cana-2431	64	38	.	.	PUNCT
cana-2431	65	1	in	in	ADP
cana-2431	65	2	the	the	DET
cana-2431	65	3	present	present	ADJ
cana-2431	65	4	work	work	NOUN
cana-2431	65	5	the	the	DET
cana-2431	65	6	experiments	experiment	NOUN
cana-2431	65	7	are	be	AUX
cana-2431	65	8	performed	perform	VERB
cana-2431	65	9	with	with	ADP
cana-2431	65	10	conventional	conventional	ADJ
cana-2431	65	11	industry	industry	NOUN
cana-2431	65	12	power	power	NOUN
cana-2431	65	13	ratings	rating	NOUN
cana-2431	65	14	and	and	CCONJ
cana-2431	65	15	process	process	NOUN
cana-2431	65	16	parameters	parameter	NOUN
cana-2431	65	17	are	be	AUX
cana-2431	65	18	selected	select	VERB
cana-2431	66	1	[	[	X
cana-2431	66	2	19	19	NUM
cana-2431	66	3	]	]	PUNCT
cana-2431	66	4	.	.	PUNCT
cana-2431	67	1	𝑃𝑔	𝑃𝑔	PROPN
cana-2431	67	2	=	=	PUNCT
cana-2431	67	3	𝑣	𝑣	X
cana-2431	67	4	𝜌𝐷	𝜌𝐷	PROPN
cana-2431	67	5	g	g	PROPN
cana-2431	67	6	(	(	PUNCT
cana-2431	67	7	1	1	NUM
cana-2431	67	8	)	)	PUNCT
cana-2431	67	9	the	the	DET
cana-2431	67	10	electromagnetic	electromagnetic	ADJ
cana-2431	67	11	force	force	NOUN
cana-2431	67	12	associated	associate	VERB
cana-2431	67	13	is	be	AUX
cana-2431	67	14	determined[18	determined[18	NOUN
cana-2431	67	15	]	]	PUNCT
cana-2431	67	16	by	by	ADP
cana-2431	67	17	equation	equation	NOUN
cana-2431	67	18	(	(	PUNCT
cana-2431	67	19	2	2	X
cana-2431	67	20	)	)	PUNCT
cana-2431	67	21	pemf	pemf	NOUN
cana-2431	67	22	=	=	SYM
cana-2431	67	23	ci2	ci2	NOUN
cana-2431	67	24	4π	4π	NUM
cana-2431	67	25	μ	μ	NOUN
cana-2431	67	26	0	0	SYM
cana-2431	67	27	(	(	PUNCT
cana-2431	67	28	2	2	NUM
cana-2431	67	29	)	)	PUNCT
cana-2431	67	30	magnetic	magnetic	ADJ
cana-2431	67	31	permeability	permeability	NOUN
cana-2431	67	32	(	(	PUNCT
cana-2431	67	33	μ	μ	NOUN
cana-2431	67	34	0	0	NUM
cana-2431	67	35	)	)	PUNCT
cana-2431	67	36	in	in	ADP
cana-2431	67	37	the	the	DET
cana-2431	67	38	calibration	calibration	NOUN
cana-2431	67	39	of	of	ADP
cana-2431	67	40	the	the	DET
cana-2431	67	41	electromagnetic	electromagnetic	ADJ
cana-2431	67	42	force	force	NOUN
cana-2431	67	43	is	be	AUX
cana-2431	67	44	considered	consider	VERB
cana-2431	67	45	as	as	ADP
cana-2431	67	46	12.57	12.57	NUM
cana-2431	67	47	×	×	NOUN
cana-2431	67	48	10	10	NUM
cana-2431	67	49	-	-	SYM
cana-2431	67	50	7	7	NUM
cana-2431	67	51	na-2	na-2	NOUN
cana-2431	67	52	.	.	PUNCT
cana-2431	68	1	the	the	DET
cana-2431	68	2	coefficient	coefficient	NOUN
cana-2431	68	3	of	of	ADP
cana-2431	68	4	globular	globular	ADJ
cana-2431	68	5	mode	mode	NOUN
cana-2431	68	6	arc	arc	NOUN
cana-2431	68	7	is	be	AUX
cana-2431	68	8	treated	treat	VERB
cana-2431	68	9	as	as	ADP
cana-2431	68	10	1	1	NUM
cana-2431	68	11	jones	jones	PROPN
cana-2431	68	12	et	et	PROPN
cana-2431	68	13	al	al	PROPN
cana-2431	68	14	as	as	ADP
cana-2431	68	15	for	for	ADP
cana-2431	68	16	the	the	DET
cana-2431	68	17	molten	molten	ADJ
cana-2431	68	18	metal	metal	NOUN
cana-2431	68	19	droplet[18	droplet[18	PROPN
cana-2431	68	20	]	]	PUNCT
cana-2431	68	21	.	.	PUNCT
cana-2431	69	1	the	the	DET
cana-2431	69	2	plasma	plasma	NOUN
cana-2431	69	3	arc	arc	NOUN
cana-2431	69	4	drag	drag	NOUN
cana-2431	69	5	force	force	NOUN
cana-2431	69	6	on	on	ADP
cana-2431	69	7	the	the	DET
cana-2431	69	8	metal	metal	NOUN
cana-2431	69	9	droplet	droplet	NOUN
cana-2431	69	10	is	be	AUX
cana-2431	69	11	described	describe	VERB
cana-2431	69	12	by	by	ADP
cana-2431	69	13	equation	equation	NOUN
cana-2431	69	14	(	(	PUNCT
cana-2431	69	15	3	3	NUM
cana-2431	69	16	)	)	PUNCT
cana-2431	69	17	pp	pp	ADV
cana-2431	70	1	=	=	SYM
cana-2431	70	2	π	π	SYM
cana-2431	70	3	2	2	NUM
cana-2431	70	4	(	(	PUNCT
cana-2431	70	5	r2	r2	NOUN
cana-2431	70	6	−	−	PROPN
cana-2431	70	7	r2	r2	PROPN
cana-2431	70	8	)	)	PUNCT
cana-2431	70	9	cdv	cdv	NOUN
cana-2431	70	10	p	p	NOUN
cana-2431	70	11	2	2	NUM
cana-2431	70	12	ρ	ρ	NUM
cana-2431	70	13	p	p	NOUN
cana-2431	70	14	(	(	PUNCT
cana-2431	70	15	3	3	NUM
cana-2431	70	16	)	)	PUNCT
cana-2431	70	17	the	the	DET
cana-2431	70	18	plasma	plasma	NOUN
cana-2431	70	19	drag	drag	NOUN
cana-2431	70	20	constant	constant	ADJ
cana-2431	70	21	(	(	PUNCT
cana-2431	70	22	cd	cd	PROPN
cana-2431	70	23	)	)	PUNCT
cana-2431	70	24	is	be	AUX
cana-2431	70	25	0.44	0.44	NUM
cana-2431	70	26	and	and	CCONJ
cana-2431	70	27	it	it	PRON
cana-2431	70	28	is	be	AUX
cana-2431	70	29	calculated	calculate	VERB
cana-2431	70	30	as	as	ADP
cana-2431	70	31	5.11	5.11	NUM
cana-2431	70	32	×	×	NOUN
cana-2431	70	33	10	10	NUM
cana-2431	70	34	-	-	SYM
cana-2431	70	35	3	3	NUM
cana-2431	70	36	n	n	CCONJ
cana-2431	70	37	,	,	PUNCT
cana-2431	70	38	where	where	SCONJ
cana-2431	70	39	vp	vp	PROPN
cana-2431	70	40	is	be	AUX
cana-2431	70	41	the	the	DET
cana-2431	70	42	speed	speed	NOUN
cana-2431	70	43	rate	rate	NOUN
cana-2431	70	44	and	and	CCONJ
cana-2431	70	45	ρ	ρ	NOUN
cana-2431	70	46	p	p	PROPN
cana-2431	70	47	is	be	AUX
cana-2431	70	48	the	the	DET
cana-2431	70	49	density	density	NOUN
cana-2431	70	50	of	of	ADP
cana-2431	70	51	the	the	DET
cana-2431	70	52	droplet	droplet	NOUN
cana-2431	70	53	of	of	ADP
cana-2431	70	54	radius	radius	NOUN
cana-2431	70	55	r[20	r[20	PROPN
cana-2431	70	56	]	]	PUNCT
cana-2431	70	57	.	.	PUNCT
cana-2431	71	1	the	the	DET
cana-2431	71	2	net	net	ADJ
cana-2431	71	3	arc	arc	NOUN
cana-2431	71	4	force	force	NOUN
cana-2431	71	5	(	(	PUNCT
cana-2431	71	6	pa	pa	PROPN
cana-2431	71	7	)	)	PUNCT
cana-2431	71	8	required	require	VERB
cana-2431	71	9	to	to	PART
cana-2431	71	10	exceed	exceed	VERB
cana-2431	71	11	molten	molten	ADJ
cana-2431	71	12	metal	metal	NOUN
cana-2431	71	13	drop	drop	NOUN
cana-2431	71	14	retaining	retain	VERB
cana-2431	71	15	force	force	NOUN
cana-2431	71	16	and	and	CCONJ
cana-2431	71	17	to	to	PART
cana-2431	71	18	detach	detach	VERB
cana-2431	71	19	from	from	ADP
cana-2431	71	20	the	the	DET
cana-2431	71	21	tip	tip	NOUN
cana-2431	71	22	of	of	ADP
cana-2431	71	23	the	the	DET
cana-2431	71	24	nozzle	nozzle	NOUN
cana-2431	71	25	to	to	ADP
cana-2431	71	26	the	the	DET
cana-2431	71	27	substrate	substrate	NOUN
cana-2431	71	28	is	be	AUX
cana-2431	71	29	given	give	VERB
cana-2431	71	30	by	by	ADP
cana-2431	71	31	equation	equation	NOUN
cana-2431	71	32	(	(	PUNCT
cana-2431	71	33	4	4	NUM
cana-2431	71	34	)	)	PUNCT
cana-2431	72	1	pa	pa	NOUN
cana-2431	72	2	=	=	PUNCT
cana-2431	72	3	pg	pg	NOUN
cana-2431	72	4	+	+	NUM
cana-2431	72	5	pemf	pemf	NOUN
cana-2431	72	6	+	+	CCONJ
cana-2431	72	7	pp	pp	CCONJ
cana-2431	72	8	(	(	PUNCT
cana-2431	72	9	4	4	NUM
cana-2431	72	10	)	)	PUNCT
cana-2431	72	11	1.3	1.3	NUM
cana-2431	72	12	discrete	discrete	ADJ
cana-2431	72	13	grey	grey	PROPN
cana-2431	72	14	forecasting	forecasting	NOUN
cana-2431	72	15	model	model	NOUN
cana-2431	72	16	:	:	PUNCT
cana-2431	72	17	the	the	DET
cana-2431	72	18	grey	grey	PROPN
cana-2431	72	19	system	system	NOUN
cana-2431	72	20	theory	theory	NOUN
cana-2431	72	21	was	be	AUX
cana-2431	72	22	proposed	propose	VERB
cana-2431	72	23	by	by	ADP
cana-2431	72	24	the	the	DET
cana-2431	72	25	renowned	renowned	ADJ
cana-2431	72	26	professor	professor	PROPN
cana-2431	72	27	deng	deng	PROPN
cana-2431	72	28	,	,	PUNCT
cana-2431	72	29	to	to	PART
cana-2431	72	30	predict	predict	VERB
cana-2431	72	31	the	the	DET
cana-2431	72	32	future	future	ADJ
cana-2431	72	33	data	datum	NOUN
cana-2431	72	34	effectively	effectively	ADV
cana-2431	72	35	from	from	ADP
cana-2431	72	36	the	the	DET
cana-2431	72	37	small	small	ADJ
cana-2431	72	38	portions	portion	NOUN
cana-2431	72	39	of	of	ADP
cana-2431	72	40	existing	exist	VERB
cana-2431	72	41	data	datum	NOUN
cana-2431	72	42	.	.	PUNCT
cana-2431	73	1	classical	classical	ADJ
cana-2431	73	2	grey	grey	NOUN
cana-2431	73	3	modeling	modeling	NOUN
cana-2431	73	4	techniques	technique	NOUN
cana-2431	73	5	are	be	AUX
cana-2431	73	6	widely	widely	ADV
cana-2431	73	7	used	use	VERB
cana-2431	73	8	in	in	ADP
cana-2431	73	9	parameter	parameter	NOUN
cana-2431	73	10	estimation	estimation	NOUN
cana-2431	73	11	and	and	CCONJ
cana-2431	73	12	structural	structural	ADJ
cana-2431	73	13	optimization[12][21	optimization[12][21	PROPN
cana-2431	73	14	]	]	PUNCT
cana-2431	73	15	.	.	PUNCT
cana-2431	74	1	initially	initially	ADV
cana-2431	74	2	,	,	PUNCT
cana-2431	74	3	the	the	DET
cana-2431	74	4	gm	gm	PROPN
cana-2431	74	5	(	(	PUNCT
cana-2431	74	6	1,1	1,1	NUM
cana-2431	74	7	)	)	PUNCT
cana-2431	74	8	model	model	NOUN
cana-2431	74	9	is	be	AUX
cana-2431	74	10	only	only	ADV
cana-2431	74	11	communications	communication	NOUN
cana-2431	74	12	on	on	ADP
cana-2431	74	13	applied	apply	VERB
cana-2431	74	14	nonlinear	nonlinear	ADJ
cana-2431	74	15	analysis	analysis	NOUN
cana-2431	74	16	issn	issn	NOUN
cana-2431	74	17	:	:	PUNCT
cana-2431	74	18	1074	1074	NUM
cana-2431	74	19	-	-	PUNCT
cana-2431	74	20	133x	133x	NUM
cana-2431	74	21	vol	vol	NOUN
cana-2431	74	22	32	32	NUM
cana-2431	74	23	no	no	NOUN
cana-2431	74	24	.	.	PUNCT
cana-2431	75	1	2s	2s	NUM
cana-2431	75	2	(	(	PUNCT
cana-2431	75	3	2025	2025	NUM
cana-2431	75	4	)	)	PUNCT
cana-2431	75	5	412	412	NUM
cana-2431	75	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	75	7	applicable	applicable	ADJ
cana-2431	75	8	to	to	ADP
cana-2431	75	9	exponential	exponential	ADJ
cana-2431	75	10	series	series	NOUN
cana-2431	75	11	data	datum	NOUN
cana-2431	75	12	.	.	PUNCT
cana-2431	76	1	later	later	ADV
cana-2431	76	2	,	,	PUNCT
cana-2431	76	3	researchers	researcher	NOUN
cana-2431	76	4	increased	increase	VERB
cana-2431	76	5	the	the	DET
cana-2431	76	6	model	model	NOUN
cana-2431	76	7	's	's	PART
cana-2431	76	8	flexibility	flexibility	NOUN
cana-2431	76	9	to	to	PART
cana-2431	76	10	deal	deal	VERB
cana-2431	76	11	with	with	ADP
cana-2431	76	12	nonlinear	nonlinear	ADJ
cana-2431	76	13	data[22	data[22	NOUN
cana-2431	76	14	]	]	PUNCT
cana-2431	76	15	.	.	PUNCT
cana-2431	77	1	in	in	ADP
cana-2431	77	2	addition	addition	NOUN
cana-2431	77	3	,	,	PUNCT
cana-2431	77	4	an	an	DET
cana-2431	77	5	adaptive	adaptive	ADJ
cana-2431	77	6	and	and	CCONJ
cana-2431	77	7	optimized	optimize	VERB
cana-2431	77	8	grey	grey	PROPN
cana-2431	77	9	bernoulli	bernoulli	PROPN
cana-2431	77	10	model	model	NOUN
cana-2431	77	11	was	be	AUX
cana-2431	77	12	presented	present	VERB
cana-2431	77	13	to	to	PART
cana-2431	77	14	cope	cope	VERB
cana-2431	77	15	with	with	ADP
cana-2431	77	16	restricted	restrict	VERB
cana-2431	77	17	time	time	NOUN
cana-2431	77	18	series	series	NOUN
cana-2431	77	19	data	datum	NOUN
cana-2431	77	20	containing	contain	VERB
cana-2431	77	21	stochastic	stochastic	ADJ
cana-2431	77	22	disturbance	disturbance	NOUN
cana-2431	77	23	.	.	PUNCT
cana-2431	78	1	to	to	PART
cana-2431	78	2	address	address	VERB
cana-2431	78	3	the	the	DET
cana-2431	78	4	time	time	NOUN
cana-2431	78	5	delay	delay	NOUN
cana-2431	78	6	effect	effect	NOUN
cana-2431	78	7	,	,	PUNCT
cana-2431	78	8	a	a	DET
cana-2431	78	9	time	time	NOUN
cana-2431	78	10	-	-	PUNCT
cana-2431	78	11	delayed	delay	VERB
cana-2431	78	12	and	and	CCONJ
cana-2431	78	13	power	power	NOUN
cana-2431	78	14	-	-	PUNCT
cana-2431	78	15	driven	drive	VERB
cana-2431	78	16	(	(	PUNCT
cana-2431	78	17	gmtdpd	gmtdpd	NOUN
cana-2431	78	18	)	)	PUNCT
cana-2431	78	19	grey	grey	PROPN
cana-2431	78	20	model	model	NOUN
cana-2431	78	21	is	be	AUX
cana-2431	78	22	presented	present	VERB
cana-2431	78	23	,	,	PUNCT
cana-2431	78	24	as	as	ADV
cana-2431	78	25	well	well	ADV
cana-2431	78	26	as	as	ADP
cana-2431	78	27	an	an	DET
cana-2431	78	28	improved	improved	ADJ
cana-2431	78	29	adaptive	adaptive	ADJ
cana-2431	78	30	optimized	optimize	VERB
cana-2431	78	31	grey	grey	NOUN
cana-2431	78	32	model	model	NOUN
cana-2431	78	33	(	(	PUNCT
cana-2431	78	34	iaogm	iaogm	PROPN
cana-2431	78	35	)	)	PUNCT
cana-2431	78	36	for	for	ADP
cana-2431	78	37	prediction	prediction	NOUN
cana-2431	78	38	models	model	NOUN
cana-2431	78	39	containing	contain	VERB
cana-2431	78	40	nonlinear	nonlinear	ADJ
cana-2431	78	41	,	,	PUNCT
cana-2431	78	42	changing	change	VERB
cana-2431	78	43	data	datum	NOUN
cana-2431	78	44	sequences	sequence	NOUN
cana-2431	78	45	.	.	PUNCT
cana-2431	79	1	the	the	DET
cana-2431	79	2	randomness	randomness	NOUN
cana-2431	79	3	of	of	ADP
cana-2431	79	4	the	the	DET
cana-2431	79	5	raw	raw	ADJ
cana-2431	79	6	time	time	NOUN
cana-2431	79	7	data	datum	NOUN
cana-2431	79	8	series	series	NOUN
cana-2431	79	9	will	will	AUX
cana-2431	79	10	vanish	vanish	VERB
cana-2431	79	11	after	after	ADP
cana-2431	79	12	performing	perform	VERB
cana-2431	79	13	accumulated	accumulate	VERB
cana-2431	79	14	generation	generation	NOUN
cana-2431	79	15	operations	operation	NOUN
cana-2431	79	16	repeatedly	repeatedly	ADV
cana-2431	79	17	.	.	PUNCT
cana-2431	80	1	usually	usually	ADV
cana-2431	80	2	,	,	PUNCT
cana-2431	80	3	grey	grey	PROPN
cana-2431	80	4	forecasting	forecasting	NOUN
cana-2431	80	5	models	model	NOUN
cana-2431	80	6	utilize	utilize	VERB
cana-2431	80	7	the	the	DET
cana-2431	80	8	limited	limited	ADJ
cana-2431	80	9	data	data	NOUN
cana-2431	80	10	sets	set	NOUN
cana-2431	80	11	in	in	ADP
cana-2431	80	12	0th	0th	ADJ
cana-2431	80	13	order	order	NOUN
cana-2431	80	14	as	as	SCONJ
cana-2431	80	15	indicated	indicate	VERB
cana-2431	80	16	as	as	ADP
cana-2431	80	17	dgm(0,n	dgm(0,n	NOUN
cana-2431	80	18	)	)	PUNCT
cana-2431	80	19	,	,	PUNCT
cana-2431	80	20	where	where	SCONJ
cana-2431	80	21	0	0	NUM
cana-2431	80	22	represents	represent	VERB
cana-2431	80	23	the	the	DET
cana-2431	80	24	order	order	NOUN
cana-2431	80	25	of	of	ADP
cana-2431	80	26	accumulation	accumulation	NOUN
cana-2431	80	27	and	and	CCONJ
cana-2431	80	28	n	n	CCONJ
cana-2431	80	29	represents	represent	VERB
cana-2431	80	30	the	the	DET
cana-2431	80	31	number	number	NOUN
cana-2431	80	32	of	of	ADP
cana-2431	80	33	variables	variable	NOUN
cana-2431	80	34	(	(	PUNCT
cana-2431	80	35	both	both	CCONJ
cana-2431	80	36	dependent	dependent	ADJ
cana-2431	80	37	and	and	CCONJ
cana-2431	80	38	independent	independent	ADJ
cana-2431	80	39	)	)	PUNCT
cana-2431	80	40	.	.	PUNCT
cana-2431	81	1	the	the	DET
cana-2431	81	2	first	first	ADJ
cana-2431	81	3	order	order	NOUN
cana-2431	81	4	accumulated	accumulate	VERB
cana-2431	81	5	generation	generation	NOUN
cana-2431	81	6	operation	operation	NOUN
cana-2431	81	7	(	(	PUNCT
cana-2431	81	8	i	i	NOUN
cana-2431	81	9	-	-	PUNCT
cana-2431	81	10	ago	ago	ADV
cana-2431	81	11	)	)	PUNCT
cana-2431	81	12	is	be	AUX
cana-2431	81	13	indicated	indicate	VERB
cana-2431	81	14	as	as	ADP
cana-2431	81	15	dgm(1,n)[23	dgm(1,n)[23	PROPN
cana-2431	81	16	]	]	PUNCT
cana-2431	81	17	.	.	PUNCT
cana-2431	82	1	in	in	ADP
cana-2431	82	2	general	general	ADJ
cana-2431	82	3	the	the	DET
cana-2431	82	4	discreete	discreete	ADJ
cana-2431	82	5	grey	grey	PROPN
cana-2431	82	6	forecasting	forecasting	NOUN
cana-2431	82	7	model	model	NOUN
cana-2431	82	8	is	be	AUX
cana-2431	82	9	shown	show	VERB
cana-2431	82	10	as	as	ADP
cana-2431	82	11	follows[24	follows[24	NOUN
cana-2431	82	12	]	]	PUNCT
cana-2431	82	13	:	:	PUNCT
cana-2431	82	14	{	{	PUNCT
cana-2431	82	15	𝑋𝑖	𝑋𝑖	NOUN
cana-2431	82	16	(	(	PUNCT
cana-2431	82	17	0	0	NUM
cana-2431	82	18	)	)	PUNCT
cana-2431	82	19	}	}	PUNCT
cana-2431	82	20	=	=	SYM
cana-2431	82	21	{	{	PUNCT
cana-2431	82	22	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	82	23	(	(	PUNCT
cana-2431	82	24	0)(1	0)(1	NUM
cana-2431	82	25	)	)	PUNCT
cana-2431	82	26	,	,	PUNCT
cana-2431	82	27	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	82	28	(	(	PUNCT
cana-2431	82	29	0)(2	0)(2	NUM
cana-2431	82	30	)	)	PUNCT
cana-2431	82	31	,	,	PUNCT
cana-2431	82	32	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	82	33	(	(	PUNCT
cana-2431	82	34	0)(3	0)(3	NOUN
cana-2431	82	35	)	)	PUNCT
cana-2431	82	36	,	,	PUNCT
cana-2431	82	37	…	…	PUNCT
cana-2431	82	38	.	.	PUNCT
cana-2431	82	39	.	.	PUNCT
cana-2431	82	40	,	,	PUNCT
cana-2431	83	1	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	83	2	(	(	PUNCT
cana-2431	83	3	0)(𝑛	0)(𝑛	NOUN
cana-2431	83	4	)	)	PUNCT
cana-2431	83	5	}	}	PUNCT
cana-2431	83	6	(	(	PUNCT
cana-2431	83	7	5	5	X
cana-2431	83	8	)	)	PUNCT
cana-2431	83	9	where	where	SCONJ
cana-2431	83	10	n	n	PRON
cana-2431	83	11	represents	represent	VERB
cana-2431	83	12	the	the	DET
cana-2431	83	13	number	number	NOUN
cana-2431	83	14	of	of	ADP
cana-2431	83	15	data	datum	NOUN
cana-2431	83	16	samples	sample	NOUN
cana-2431	83	17	in	in	ADP
cana-2431	83	18	the	the	DET
cana-2431	83	19	sequence	sequence	NOUN
cana-2431	83	20	,	,	PUNCT
cana-2431	83	21	and	and	CCONJ
cana-2431	83	22	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	83	23	(	(	PUNCT
cana-2431	83	24	0	0	NUM
cana-2431	83	25	)	)	PUNCT
cana-2431	83	26	is	be	AUX
cana-2431	83	27	the	the	DET
cana-2431	83	28	number	number	NOUN
cana-2431	83	29	of	of	ADP
cana-2431	83	30	the	the	DET
cana-2431	83	31	variable	variable	ADJ
cana-2431	83	32	sequences	sequence	NOUN
cana-2431	83	33	.	.	PUNCT
cana-2431	84	1	as	as	ADP
cana-2431	84	2	per	per	ADP
cana-2431	84	3	the	the	DET
cana-2431	84	4	definition	definition	NOUN
cana-2431	84	5	of	of	ADP
cana-2431	84	6	grey	grey	PROPN
cana-2431	84	7	prediction	prediction	NOUN
cana-2431	84	8	model	model	NOUN
cana-2431	84	9	the	the	DET
cana-2431	84	10	i	i	NOUN
cana-2431	84	11	-	-	PUNCT
cana-2431	84	12	ago	ago	ADJ
cana-2431	84	13	series	series	NOUN
cana-2431	84	14	of	of	ADP
cana-2431	84	15	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	84	16	(	(	PUNCT
cana-2431	84	17	0	0	NUM
cana-2431	84	18	)	)	PUNCT
cana-2431	84	19	is	be	AUX
cana-2431	84	20	given	give	VERB
cana-2431	84	21	by	by	ADP
cana-2431	84	22	(	(	PUNCT
cana-2431	84	23	):	):	PUNCT
cana-2431	84	24	{	{	PUNCT
cana-2431	84	25	𝑋𝑖	𝑋𝑖	NOUN
cana-2431	84	26	(	(	PUNCT
cana-2431	84	27	1	1	NUM
cana-2431	84	28	)	)	PUNCT
cana-2431	84	29	}	}	PUNCT
cana-2431	84	30	=	=	SYM
cana-2431	84	31	{	{	PUNCT
cana-2431	84	32	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	84	33	(	(	PUNCT
cana-2431	84	34	1)(1	1)(1	NUM
cana-2431	84	35	)	)	PUNCT
cana-2431	84	36	,	,	PUNCT
cana-2431	84	37	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	84	38	(	(	PUNCT
cana-2431	84	39	1)(2	1)(2	NUM
cana-2431	84	40	)	)	PUNCT
cana-2431	84	41	,	,	PUNCT
cana-2431	84	42	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	84	43	(	(	PUNCT
cana-2431	84	44	1)(3	1)(3	NUM
cana-2431	84	45	)	)	PUNCT
cana-2431	84	46	,	,	PUNCT
cana-2431	84	47	…	…	PUNCT
cana-2431	84	48	.	.	PUNCT
cana-2431	84	49	.	.	PUNCT
cana-2431	85	1	,	,	PUNCT
cana-2431	85	2	𝑋𝑖	𝑋𝑖	PROPN
cana-2431	85	3	(	(	PUNCT
cana-2431	85	4	1)(𝑛	1)(𝑛	NUM
cana-2431	85	5	)	)	PUNCT
cana-2431	85	6	}	}	PUNCT
cana-2431	85	7	(	(	PUNCT
cana-2431	85	8	6	6	NUM
cana-2431	85	9	)	)	PUNCT
cana-2431	85	10	in	in	ADP
cana-2431	85	11	dgm(1,n	dgm(1,n	NOUN
cana-2431	85	12	)	)	PUNCT
cana-2431	85	13	,	,	PUNCT
cana-2431	85	14	if	if	SCONJ
cana-2431	85	15	n=4	n=4	NOUN
cana-2431	85	16	,	,	PUNCT
cana-2431	85	17	the	the	DET
cana-2431	85	18	grey	grey	PROPN
cana-2431	85	19	forecasting	forecasting	NOUN
cana-2431	85	20	model	model	NOUN
cana-2431	85	21	consists	consist	VERB
cana-2431	85	22	of	of	ADP
cana-2431	85	23	single	single	ADJ
cana-2431	85	24	dependent	dependent	ADJ
cana-2431	85	25	variable	variable	NOUN
cana-2431	85	26	and	and	CCONJ
cana-2431	85	27	three	three	NUM
cana-2431	85	28	independent	independent	ADJ
cana-2431	85	29	variables	variable	NOUN
cana-2431	85	30	.	.	PUNCT
cana-2431	86	1	the	the	DET
cana-2431	86	2	sequence	sequence	NOUN
cana-2431	86	3	of	of	ADP
cana-2431	86	4	the	the	DET
cana-2431	86	5	data	datum	NOUN
cana-2431	86	6	variables	variable	NOUN
cana-2431	86	7	are	be	AUX
cana-2431	86	8	given	give	VERB
cana-2431	86	9	as	as	ADP
cana-2431	86	10	:	:	PUNCT
cana-2431	86	11	sequence	sequence	NOUN
cana-2431	86	12	of	of	ADP
cana-2431	86	13	the	the	DET
cana-2431	86	14	data	data	NOUN
cana-2431	86	15	variable	variable	NOUN
cana-2431	86	16	-1	-1	PUNCT
cana-2431	86	17	:	:	PUNCT
cana-2431	86	18	{	{	PUNCT
cana-2431	86	19	𝑋1	𝑋1	NOUN
cana-2431	86	20	(	(	PUNCT
cana-2431	86	21	1	1	NUM
cana-2431	86	22	)	)	PUNCT
cana-2431	86	23	}	}	PUNCT
cana-2431	86	24	=	=	SYM
cana-2431	86	25	{	{	PUNCT
cana-2431	86	26	𝑋1	𝑋1	PROPN
cana-2431	86	27	(	(	PUNCT
cana-2431	86	28	1)(1	1)(1	NUM
cana-2431	86	29	)	)	PUNCT
cana-2431	86	30	,	,	PUNCT
cana-2431	86	31	𝑋1	𝑋1	PROPN
cana-2431	86	32	(	(	PUNCT
cana-2431	86	33	1)(2	1)(2	NUM
cana-2431	86	34	)	)	PUNCT
cana-2431	86	35	,	,	PUNCT
cana-2431	86	36	𝑋1	𝑋1	PROPN
cana-2431	86	37	(	(	PUNCT
cana-2431	86	38	1)(3	1)(3	NUM
cana-2431	86	39	)	)	PUNCT
cana-2431	86	40	,	,	PUNCT
cana-2431	86	41	…	…	PUNCT
cana-2431	86	42	.	.	PUNCT
cana-2431	86	43	.	.	PUNCT
cana-2431	87	1	,	,	PUNCT
cana-2431	87	2	𝑋1	𝑋1	PROPN
cana-2431	87	3	(	(	PUNCT
cana-2431	87	4	1)(𝑛	1)(𝑛	NUM
cana-2431	87	5	)	)	PUNCT
cana-2431	87	6	}	}	PUNCT
cana-2431	87	7	(	(	PUNCT
cana-2431	87	8	7	7	X
cana-2431	87	9	)	)	PUNCT
cana-2431	87	10	sequence	sequence	NOUN
cana-2431	87	11	of	of	ADP
cana-2431	87	12	the	the	DET
cana-2431	87	13	data	datum	NOUN
cana-2431	87	14	variable	variable	NOUN
cana-2431	87	15	-2	-2	INTJ
cana-2431	87	16	:	:	PUNCT
cana-2431	87	17	{	{	PUNCT
cana-2431	87	18	𝑋2	𝑋2	X
cana-2431	87	19	(	(	PUNCT
cana-2431	87	20	1	1	NUM
cana-2431	87	21	)	)	PUNCT
cana-2431	87	22	}	}	PUNCT
cana-2431	87	23	=	=	SYM
cana-2431	87	24	{	{	PUNCT
cana-2431	87	25	𝑋2	𝑋2	X
cana-2431	87	26	(	(	PUNCT
cana-2431	87	27	1)(1	1)(1	NUM
cana-2431	87	28	)	)	PUNCT
cana-2431	87	29	,	,	PUNCT
cana-2431	87	30	𝑋2	𝑋2	VERB
cana-2431	87	31	(	(	PUNCT
cana-2431	87	32	1)(2	1)(2	NUM
cana-2431	87	33	)	)	PUNCT
cana-2431	87	34	,	,	PUNCT
cana-2431	87	35	𝑋2	𝑋2	VERB
cana-2431	87	36	(	(	PUNCT
cana-2431	87	37	1)(3	1)(3	NUM
cana-2431	87	38	)	)	PUNCT
cana-2431	87	39	,	,	PUNCT
cana-2431	87	40	…	…	PUNCT
cana-2431	87	41	.	.	PUNCT
cana-2431	87	42	.	.	PUNCT
cana-2431	88	1	,	,	PUNCT
cana-2431	88	2	𝑋2	𝑋2	VERB
cana-2431	88	3	(	(	PUNCT
cana-2431	88	4	1)(𝑛	1)(𝑛	NUM
cana-2431	88	5	)	)	PUNCT
cana-2431	88	6	}	}	PUNCT
cana-2431	88	7	(	(	PUNCT
cana-2431	88	8	8)	8)	NUM
cana-2431	88	9	sequence	sequence	NOUN
cana-2431	88	10	of	of	ADP
cana-2431	88	11	the	the	DET
cana-2431	88	12	data	data	NOUN
cana-2431	88	13	variable	variable	NOUN
cana-2431	88	14	-3	-3	PUNCT
cana-2431	88	15	:	:	PUNCT
cana-2431	88	16	{	{	PUNCT
cana-2431	88	17	𝑋3	𝑋3	NOUN
cana-2431	88	18	(	(	PUNCT
cana-2431	88	19	1	1	NUM
cana-2431	88	20	)	)	PUNCT
cana-2431	88	21	}	}	PUNCT
cana-2431	88	22	=	=	SYM
cana-2431	88	23	{	{	PUNCT
cana-2431	88	24	𝑋3	𝑋3	NOUN
cana-2431	88	25	(	(	PUNCT
cana-2431	88	26	1)(1	1)(1	NUM
cana-2431	88	27	)	)	PUNCT
cana-2431	88	28	,	,	PUNCT
cana-2431	88	29	𝑋3	𝑋3	NOUN
cana-2431	88	30	(	(	PUNCT
cana-2431	88	31	1)(2	1)(2	NUM
cana-2431	88	32	)	)	PUNCT
cana-2431	88	33	,	,	PUNCT
cana-2431	88	34	𝑋3	𝑋3	NOUN
cana-2431	88	35	(	(	PUNCT
cana-2431	88	36	1)(3	1)(3	NUM
cana-2431	88	37	)	)	PUNCT
cana-2431	88	38	,	,	PUNCT
cana-2431	88	39	…	…	PUNCT
cana-2431	88	40	.	.	PUNCT
cana-2431	88	41	.	.	PUNCT
cana-2431	89	1	,	,	PUNCT
cana-2431	89	2	𝑋3	𝑋3	NOUN
cana-2431	89	3	(	(	PUNCT
cana-2431	89	4	1)(𝑛	1)(𝑛	NUM
cana-2431	89	5	)	)	PUNCT
cana-2431	89	6	}	}	PUNCT
cana-2431	89	7	(	(	PUNCT
cana-2431	89	8	9	9	X
cana-2431	89	9	)	)	PUNCT
cana-2431	89	10	sequence	sequence	NOUN
cana-2431	89	11	of	of	ADP
cana-2431	89	12	the	the	DET
cana-2431	89	13	data	data	NOUN
cana-2431	89	14	variable	variable	NOUN
cana-2431	89	15	-4	-4	INTJ
cana-2431	89	16	:	:	PUNCT
cana-2431	89	17	{	{	PUNCT
cana-2431	89	18	𝑋4	𝑋4	X
cana-2431	89	19	(	(	PUNCT
cana-2431	89	20	1	1	NUM
cana-2431	89	21	)	)	PUNCT
cana-2431	89	22	}	}	PUNCT
cana-2431	89	23	=	=	SYM
cana-2431	89	24	{	{	PUNCT
cana-2431	89	25	𝑋4	𝑋4	X
cana-2431	89	26	(	(	PUNCT
cana-2431	89	27	1)(1	1)(1	NUM
cana-2431	89	28	)	)	PUNCT
cana-2431	89	29	,	,	PUNCT
cana-2431	89	30	𝑋4	𝑋4	VERB
cana-2431	89	31	(	(	PUNCT
cana-2431	89	32	1)(2	1)(2	NUM
cana-2431	89	33	)	)	PUNCT
cana-2431	89	34	,	,	PUNCT
cana-2431	89	35	𝑋4	𝑋4	VERB
cana-2431	89	36	(	(	PUNCT
cana-2431	89	37	1)(3	1)(3	NUM
cana-2431	89	38	)	)	PUNCT
cana-2431	89	39	,	,	PUNCT
cana-2431	89	40	…	…	PUNCT
cana-2431	89	41	.	.	PUNCT
cana-2431	89	42	.	.	PUNCT
cana-2431	90	1	,	,	PUNCT
cana-2431	90	2	𝑋4	𝑋4	VERB
cana-2431	90	3	(	(	PUNCT
cana-2431	90	4	1)(𝑛	1)(𝑛	NUM
cana-2431	90	5	)	)	PUNCT
cana-2431	90	6	}	}	PUNCT
cana-2431	90	7	(	(	PUNCT
cana-2431	90	8	10	10	NUM
cana-2431	90	9	)	)	PUNCT
cana-2431	90	10	where	where	SCONJ
cana-2431	90	11	{	{	PUNCT
cana-2431	90	12	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	90	13	1	1	NUM
cana-2431	90	14	(	(	PUNCT
cana-2431	90	15	𝑝	𝑝	NOUN
cana-2431	90	16	)	)	PUNCT
cana-2431	90	17	}	}	PUNCT
cana-2431	90	18	=	=	PUNCT
cana-2431	90	19	∑	∑	PUNCT
cana-2431	90	20	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	90	21	(	(	PUNCT
cana-2431	90	22	0	0	NUM
cana-2431	90	23	)	)	PUNCT
cana-2431	90	24	(	(	PUNCT
cana-2431	90	25	𝑛	𝑛	NOUN
cana-2431	90	26	)	)	PUNCT
cana-2431	90	27	,	,	PUNCT
cana-2431	90	28	𝑝	𝑝	NOUN
cana-2431	90	29	=	=	SYM
cana-2431	90	30	1,2,3	1,2,3	NUM
cana-2431	90	31	,	,	PUNCT
cana-2431	90	32	…	…	PUNCT
cana-2431	90	33	.	.	PUNCT
cana-2431	91	1	,	,	PUNCT
cana-2431	91	2	𝑞𝑝	𝑞𝑝	ADP
cana-2431	91	3	𝑛−1	𝑛−1	PROPN
cana-2431	91	4	the	the	DET
cana-2431	91	5	mean	mean	NOUN
cana-2431	91	6	of	of	ADP
cana-2431	91	7	the	the	DET
cana-2431	91	8	sequence	sequence	NOUN
cana-2431	91	9	,	,	PUNCT
cana-2431	91	10	generated	generate	VERB
cana-2431	91	11	from	from	ADP
cana-2431	91	12	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	91	13	1	1	NUM
cana-2431	91	14	(	(	PUNCT
cana-2431	91	15	𝑝	𝑝	NOUN
cana-2431	91	16	)	)	PUNCT
cana-2431	91	17	,	,	PUNCT
cana-2431	91	18	now	now	ADV
cana-2431	91	19	{	{	PUNCT
cana-2431	91	20	𝑍𝑚	𝑍𝑚	NOUN
cana-2431	91	21	(	(	PUNCT
cana-2431	91	22	1	1	NUM
cana-2431	91	23	)	)	PUNCT
cana-2431	91	24	}	}	PUNCT
cana-2431	91	25	=	=	SYM
cana-2431	91	26	{	{	PUNCT
cana-2431	91	27	𝑍𝑚	𝑍𝑚	PROPN
cana-2431	91	28	(	(	PUNCT
cana-2431	91	29	1)(2	1)(2	NUM
cana-2431	91	30	)	)	PUNCT
cana-2431	91	31	,	,	PUNCT
cana-2431	91	32	𝑍𝑚	𝑍𝑚	PROPN
cana-2431	91	33	(	(	PUNCT
cana-2431	91	34	1)(3	1)(3	NUM
cana-2431	91	35	)	)	PUNCT
cana-2431	91	36	,	,	PUNCT
cana-2431	91	37	𝑍𝑚	𝑍𝑚	PROPN
cana-2431	91	38	(	(	PUNCT
cana-2431	91	39	1)(4	1)(4	NUM
cana-2431	91	40	)	)	PUNCT
cana-2431	91	41	,	,	PUNCT
cana-2431	91	42	…	…	PUNCT
cana-2431	91	43	.	.	PUNCT
cana-2431	91	44	.	.	PUNCT
cana-2431	92	1	,	,	PUNCT
cana-2431	92	2	𝑍𝑚	𝑍𝑚	PROPN
cana-2431	92	3	(	(	PUNCT
cana-2431	92	4	1)(𝑛	1)(𝑛	NUM
cana-2431	92	5	)	)	PUNCT
cana-2431	92	6	}	}	PUNCT
cana-2431	92	7	if	if	SCONJ
cana-2431	92	8	n=	n=	ADJ
cana-2431	92	9	4	4	NUM
cana-2431	92	10	,	,	PUNCT
cana-2431	92	11	then	then	ADV
cana-2431	92	12	m=1,2,3	m=1,2,3	PROPN
cana-2431	92	13	&	&	CCONJ
cana-2431	92	14	4	4	NUM
cana-2431	92	15	where	where	SCONJ
cana-2431	92	16	𝑍𝑚	𝑍𝑚	PROPN
cana-2431	92	17	(	(	PUNCT
cana-2431	92	18	1	1	NUM
cana-2431	92	19	)	)	PUNCT
cana-2431	92	20	(	(	PUNCT
cana-2431	92	21	𝑝	𝑝	NOUN
cana-2431	92	22	)	)	PUNCT
cana-2431	92	23	=	=	PUNCT
cana-2431	93	1	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	93	2	1	1	NUM
cana-2431	93	3	(	(	PUNCT
cana-2431	93	4	𝑝−1)+𝑋𝑚	𝑝−1)+𝑋𝑚	PROPN
cana-2431	93	5	1	1	NUM
cana-2431	93	6	(	(	PUNCT
cana-2431	93	7	𝑝	𝑝	NOUN
cana-2431	93	8	)	)	PUNCT
cana-2431	93	9	2	2	NUM
cana-2431	93	10	,	,	PUNCT
cana-2431	93	11	𝑝	𝑝	NOUN
cana-2431	93	12	=	=	SYM
cana-2431	93	13	2,3,4	2,3,4	NUM
cana-2431	93	14	,	,	PUNCT
cana-2431	93	15	…	…	PUNCT
cana-2431	93	16	𝑞	𝑞	NOUN
cana-2431	93	17	,	,	PUNCT
cana-2431	93	18	then	then	ADV
cana-2431	93	19	the	the	DET
cana-2431	93	20	model	model	NOUN
cana-2431	93	21	dgm	dgm	PROPN
cana-2431	93	22	(	(	PUNCT
cana-2431	93	23	1	1	NUM
cana-2431	93	24	,	,	PUNCT
cana-2431	93	25	n	n	CCONJ
cana-2431	93	26	)	)	PUNCT
cana-2431	93	27	is	be	AUX
cana-2431	93	28	given	give	VERB
cana-2431	93	29	as	as	ADP
cana-2431	93	30	:	:	PUNCT
cana-2431	93	31	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	93	32	1	1	NUM
cana-2431	93	33	(	(	PUNCT
cana-2431	93	34	𝑝	𝑝	NOUN
cana-2431	93	35	)	)	PUNCT
cana-2431	93	36	+	+	NUM
cana-2431	93	37	𝑎𝑍𝑚	𝑎𝑍𝑚	NOUN
cana-2431	93	38	(	(	PUNCT
cana-2431	93	39	1	1	NUM
cana-2431	93	40	)	)	PUNCT
cana-2431	93	41	(	(	PUNCT
cana-2431	93	42	𝑝	𝑝	NOUN
cana-2431	93	43	)	)	PUNCT
cana-2431	93	44	=	=	PUNCT
cana-2431	93	45	∑	∑	PUNCT
cana-2431	93	46	𝑋𝑚	𝑋𝑚	PROPN
cana-2431	93	47	(	(	PUNCT
cana-2431	93	48	1)𝑁	1)𝑁	NUM
cana-2431	93	49	𝑚	𝑚	PROPN
cana-2431	93	50	(	(	PUNCT
cana-2431	93	51	𝑝	𝑝	NOUN
cana-2431	93	52	)	)	PUNCT
cana-2431	93	53	further	far	ADV
cana-2431	93	54	,	,	PUNCT
cana-2431	93	55	the	the	DET
cana-2431	93	56	least	least	ADJ
cana-2431	93	57	square	square	ADJ
cana-2431	93	58	method	method	NOUN
cana-2431	93	59	is	be	AUX
cana-2431	93	60	used	use	VERB
cana-2431	93	61	to	to	PART
cana-2431	93	62	estimate	estimate	VERB
cana-2431	93	63	the	the	DET
cana-2431	93	64	sequence	sequence	NOUN
cana-2431	93	65	of	of	ADP
cana-2431	93	66	the	the	DET
cana-2431	93	67	parameters	parameter	NOUN
cana-2431	93	68	of	of	ADP
cana-2431	93	69	dgm	dgm	PROPN
cana-2431	93	70	(	(	PUNCT
cana-2431	93	71	1	1	NUM
cana-2431	93	72	,	,	PUNCT
cana-2431	93	73	n	n	CCONJ
cana-2431	93	74	)	)	PUNCT
cana-2431	93	75	as	as	SCONJ
cana-2431	93	76	follows	follow	VERB
cana-2431	93	77	:	:	PUNCT
cana-2431	93	78	�	�	PROPN
cana-2431	93	79	⃑	⃑	NOUN
cana-2431	93	80	�	�	NOUN
cana-2431	93	81	=	=	PUNCT
cana-2431	94	1	[	[	X
cana-2431	94	2	𝑎	𝑎	X
cana-2431	94	3	,	,	PUNCT
cana-2431	94	4	𝑏1,𝑏2	𝑏1,𝑏2	PROPN
cana-2431	94	5	,	,	PUNCT
cana-2431	94	6	…	…	PUNCT
cana-2431	94	7	…	…	PUNCT
cana-2431	94	8	.	.	PUNCT
cana-2431	94	9	,	,	PUNCT
cana-2431	94	10	𝑏𝑁]𝑇	𝑏𝑁]𝑇	ADJ
cana-2431	94	11	communications	communication	NOUN
cana-2431	94	12	on	on	ADP
cana-2431	94	13	applied	apply	VERB
cana-2431	94	14	nonlinear	nonlinear	ADJ
cana-2431	94	15	analysis	analysis	NOUN
cana-2431	94	16	issn	issn	NOUN
cana-2431	94	17	:	:	PUNCT
cana-2431	94	18	1074	1074	NUM
cana-2431	94	19	-	-	PUNCT
cana-2431	94	20	133x	133x	NUM
cana-2431	94	21	vol	vol	NOUN
cana-2431	94	22	32	32	NUM
cana-2431	94	23	no	no	NOUN
cana-2431	94	24	.	.	PUNCT
cana-2431	95	1	2s	2s	NUM
cana-2431	95	2	(	(	PUNCT
cana-2431	95	3	2025	2025	NUM
cana-2431	95	4	)	)	PUNCT
cana-2431	95	5	413	413	NUM
cana-2431	95	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	95	7	where	where	SCONJ
cana-2431	95	8	a	a	PRON
cana-2431	95	9	is	be	AUX
cana-2431	95	10	the	the	DET
cana-2431	95	11	system	system	NOUN
cana-2431	95	12	coefficient	coefficient	NOUN
cana-2431	95	13	and	and	CCONJ
cana-2431	95	14	b	b	NOUN
cana-2431	95	15	terms	term	NOUN
cana-2431	95	16	are	be	AUX
cana-2431	95	17	the	the	DET
cana-2431	95	18	driving	drive	VERB
cana-2431	95	19	coefficients	coefficient	NOUN
cana-2431	95	20	of	of	ADP
cana-2431	95	21	the	the	DET
cana-2431	95	22	model	model	NOUN
cana-2431	95	23	.	.	PUNCT
cana-2431	96	1	it	it	PRON
cana-2431	96	2	can	can	AUX
cana-2431	96	3	be	be	AUX
cana-2431	96	4	written	write	VERB
cana-2431	96	5	as	as	ADP
cana-2431	96	6	�	�	PROPN
cana-2431	96	7	⃑	⃑	NOUN
cana-2431	96	8	�	�	PROPN
cana-2431	96	9	=	=	SYM
cana-2431	96	10	(	(	PUNCT
cana-2431	96	11	𝐵𝑇𝐵)−1𝐵𝑇𝑌	𝐵𝑇𝐵)−1𝐵𝑇𝑌	NOUN
cana-2431	96	12	where	where	SCONJ
cana-2431	96	13	the	the	DET
cana-2431	96	14	b	b	PROPN
cana-2431	96	15	matrix	matrix	NOUN
cana-2431	96	16	and	and	CCONJ
cana-2431	96	17	y	y	PROPN
cana-2431	96	18	matrix	matrix	NOUN
cana-2431	96	19	are	be	AUX
cana-2431	96	20	estimated	estimate	VERB
cana-2431	96	21	as	as	ADP
cana-2431	96	22	b=	b=	NOUN
cana-2431	96	23	[	[	PUNCT
cana-2431	96	24	−𝑧1	−𝑧1	PROPN
cana-2431	96	25	(	(	PUNCT
cana-2431	96	26	1)(2	1)(2	NUM
cana-2431	96	27	)	)	PUNCT
cana-2431	96	28	−𝑧2	−𝑧2	NOUN
cana-2431	96	29	(	(	PUNCT
cana-2431	96	30	1)(2	1)(2	NUM
cana-2431	96	31	)	)	PUNCT
cana-2431	96	32	⋯	⋯	NOUN
cana-2431	96	33	−𝑧𝑁	−𝑧𝑁	PROPN
cana-2431	96	34	(	(	PUNCT
cana-2431	96	35	1)(2	1)(2	NUM
cana-2431	96	36	)	)	PUNCT
cana-2431	96	37	−𝑧1	−𝑧1	NOUN
cana-2431	96	38	(	(	PUNCT
cana-2431	96	39	1)(3	1)(3	NUM
cana-2431	96	40	)	)	PUNCT
cana-2431	96	41	⋯	⋯	X
cana-2431	96	42	−𝑧1	−𝑧1	PROPN
cana-2431	96	43	(	(	PUNCT
cana-2431	96	44	1)(𝑚	1)(𝑚	PROPN
cana-2431	96	45	)	)	PUNCT
cana-2431	96	46	−𝑧2	−𝑧2	NOUN
cana-2431	96	47	(	(	PUNCT
cana-2431	96	48	1)(3	1)(3	NUM
cana-2431	96	49	)	)	PUNCT
cana-2431	96	50	⋯	⋯	PROPN
cana-2431	96	51	−𝑧2	−𝑧2	PROPN
cana-2431	96	52	(	(	PUNCT
cana-2431	96	53	1)(𝑚	1)(𝑚	NUM
cana-2431	96	54	)	)	PUNCT
cana-2431	96	55	⋯	⋯	NOUN
cana-2431	96	56	⋯	⋯	NOUN
cana-2431	96	57	⋱	⋱	X
cana-2431	96	58	−𝑧𝑁	−𝑧𝑁	NOUN
cana-2431	96	59	(	(	PUNCT
cana-2431	96	60	1)(3	1)(3	NUM
cana-2431	96	61	)	)	PUNCT
cana-2431	96	62	⋯	⋯	NOUN
cana-2431	96	63	−𝑧𝑁	−𝑧𝑁	PROPN
cana-2431	96	64	(	(	PUNCT
cana-2431	96	65	1)(𝑚	1)(𝑚	NUM
cana-2431	96	66	)	)	PUNCT
cana-2431	96	67	]	]	PUNCT
cana-2431	97	1	𝑌	𝑌	PROPN
cana-2431	97	2	=	=	PUNCT
cana-2431	97	3	[	[	PUNCT
cana-2431	97	4	𝑋1	𝑋1	NOUN
cana-2431	97	5	(	(	PUNCT
cana-2431	97	6	0)(2	0)(2	NUM
cana-2431	97	7	)	)	PUNCT
cana-2431	97	8	𝑋1	𝑋1	NOUN
cana-2431	97	9	(	(	PUNCT
cana-2431	97	10	0)(3	0)(3	NUM
cana-2431	97	11	)	)	PUNCT
cana-2431	97	12	⋮	⋮	ADJ
cana-2431	97	13	𝑋1	𝑋1	PROPN
cana-2431	97	14	(	(	PUNCT
cana-2431	97	15	0)(𝑚	0)(𝑚	NUM
cana-2431	97	16	)	)	PUNCT
cana-2431	97	17	]	]	PUNCT
cana-2431	98	1	the	the	DET
cana-2431	98	2	robust	robust	ADJ
cana-2431	98	3	grey	grey	NOUN
cana-2431	98	4	forecasting	forecasting	NOUN
cana-2431	98	5	models	model	NOUN
cana-2431	98	6	are	be	AUX
cana-2431	98	7	the	the	DET
cana-2431	98	8	potential	potential	NOUN
cana-2431	98	9	in	in	ADP
cana-2431	98	10	forecasting	forecast	VERB
cana-2431	98	11	the	the	DET
cana-2431	98	12	dependent	dependent	ADJ
cana-2431	98	13	parameters	parameter	NOUN
cana-2431	98	14	which	which	PRON
cana-2431	98	15	is	be	AUX
cana-2431	98	16	the	the	DET
cana-2431	98	17	response	response	NOUN
cana-2431	98	18	of	of	ADP
cana-2431	98	19	the	the	DET
cana-2431	98	20	dgm	dgm	PROPN
cana-2431	98	21	(	(	PUNCT
cana-2431	98	22	1	1	NUM
cana-2431	98	23	,	,	PUNCT
cana-2431	98	24	n	n	CCONJ
cana-2431	98	25	)	)	PUNCT
cana-2431	98	26	with	with	ADP
cana-2431	98	27	the	the	DET
cana-2431	98	28	reduced	reduce	VERB
cana-2431	98	29	mape	mape	NOUN
cana-2431	98	30	(	(	PUNCT
cana-2431	98	31	)	)	PUNCT
cana-2431	98	32	.	.	PUNCT
cana-2431	99	1	the	the	DET
cana-2431	99	2	model	model	NOUN
cana-2431	99	3	is	be	AUX
cana-2431	99	4	estimated	estimate	VERB
cana-2431	99	5	as	as	ADP
cana-2431	99	6	:	:	PUNCT
cana-2431	99	7	𝑋1	𝑋1	PROPN
cana-2431	99	8	(	(	PUNCT
cana-2431	99	9	0)(𝑘	0)(𝑘	NOUN
cana-2431	99	10	)	)	PUNCT
cana-2431	100	1	+	+	NUM
cana-2431	100	2	𝑎𝑧1	𝑎𝑧1	NOUN
cana-2431	100	3	(	(	PUNCT
cana-2431	100	4	1)(𝑚	1)(𝑚	NUM
cana-2431	100	5	)	)	PUNCT
cana-2431	100	6	=	=	PUNCT
cana-2431	101	1	∑	∑	PUNCT
cana-2431	101	2	𝑏𝑖𝑋𝑖	𝑏𝑖𝑋𝑖	INTJ
cana-2431	101	3	(	(	PUNCT
cana-2431	101	4	1)𝑁	1)𝑁	NUM
cana-2431	101	5	𝑖=2	𝑖=2	PROPN
cana-2431	101	6	(	(	PUNCT
cana-2431	101	7	𝑘	𝑘	NOUN
cana-2431	101	8	)	)	PUNCT
cana-2431	101	9	+	+	NUM
cana-2431	101	10	ℎ1(𝑘	ℎ1(𝑘	NOUN
cana-2431	101	11	−	−	NOUN
cana-2431	101	12	1	1	NUM
cana-2431	101	13	)	)	PUNCT
cana-2431	101	14	+	+	CCONJ
cana-2431	101	15	ℎ2	ℎ2	NOUN
cana-2431	101	16	where	where	SCONJ
cana-2431	101	17	ℎ1	ℎ1	PROPN
cana-2431	101	18	,	,	PUNCT
cana-2431	101	19	ℎ2	ℎ2	ADJ
cana-2431	101	20	𝑎𝑟𝑒	𝑎𝑟𝑒	NOUN
cana-2431	101	21	𝑙𝑖𝑛𝑒𝑎𝑟	𝑙𝑖𝑛𝑒𝑎𝑟	PROPN
cana-2431	101	22	𝑐𝑜𝑟𝑟𝑒𝑐𝑡𝑖𝑜𝑛𝑠	𝑐𝑜𝑟𝑟𝑒𝑐𝑡𝑖𝑜𝑛𝑠	NOUN
cana-2431	101	23	𝑜𝑓	𝑜𝑓	ADP
cana-2431	101	24	𝑡ℎ𝑒	𝑡ℎ𝑒	INTJ
cana-2431	101	25	𝑔𝑟𝑒𝑦	𝑔𝑟𝑒𝑦	PROPN
cana-2431	101	26	𝑚𝑜𝑑𝑒𝑙.	𝑚𝑜𝑑𝑒𝑙.	NOUN
cana-2431	102	1	the	the	DET
cana-2431	102	2	parameter	parameter	NOUN
cana-2431	102	3	sequence	sequence	NOUN
cana-2431	102	4	of	of	ADP
cana-2431	102	5	the	the	DET
cana-2431	102	6	predicting	predict	VERB
cana-2431	102	7	model	model	NOUN
cana-2431	102	8	with	with	ADP
cana-2431	102	9	the	the	DET
cana-2431	102	10	coefficient	coefficient	NOUN
cana-2431	102	11	𝑟	𝑟	X
cana-2431	102	12	⃗⃗	⃗⃗	PROPN
cana-2431	102	13	is	be	AUX
cana-2431	102	14	described	describe	VERB
cana-2431	102	15	as	as	ADP
cana-2431	102	16	:	:	PUNCT
cana-2431	102	17	𝑟	𝑟	X
cana-2431	102	18	⃗⃗	⃗⃗	NOUN
cana-2431	103	1	=	=	PUNCT
cana-2431	104	1	[	[	X
cana-2431	104	2	𝑎	𝑎	X
cana-2431	104	3	,	,	PUNCT
cana-2431	104	4	𝑏1	𝑏1	ADJ
cana-2431	104	5	,	,	PUNCT
cana-2431	104	6	𝑏2	𝑏2	NOUN
cana-2431	104	7	,	,	PUNCT
cana-2431	104	8	𝑏3	𝑏3	NOUN
cana-2431	104	9	,	,	PUNCT
cana-2431	104	10	…	…	PUNCT
cana-2431	104	11	.	.	PUNCT
cana-2431	105	1	,	,	PUNCT
cana-2431	105	2	𝑏𝑁	𝑏𝑁	ADV
cana-2431	105	3	,	,	PUNCT
cana-2431	105	4	ℎ1	ℎ1	PROPN
cana-2431	105	5	,	,	PUNCT
cana-2431	105	6	ℎ2	ℎ2	NOUN
cana-2431	105	7	]	]	PUNCT
cana-2431	105	8	𝑇	𝑇	PROPN
cana-2431	105	9	𝑟	𝑟	PRON
cana-2431	105	10	⃗⃗	⃗⃗	PROPN
cana-2431	105	11	=	=	SYM
cana-2431	105	12	(	(	PUNCT
cana-2431	105	13	𝐵𝑇𝐵)−1𝐵𝑇𝑌	𝐵𝑇𝐵)−1𝐵𝑇𝑌	INTJ
cana-2431	105	14	where	where	SCONJ
cana-2431	105	15	b	b	NOUN
cana-2431	106	1	=	=	PRON
cana-2431	106	2	[	[	PUNCT
cana-2431	106	3	𝑋1	𝑋1	PROPN
cana-2431	106	4	(	(	PUNCT
cana-2431	106	5	1)(2	1)(2	NUM
cana-2431	106	6	)	)	PUNCT
cana-2431	106	7	𝑋2	𝑋2	VERB
cana-2431	106	8	(	(	PUNCT
cana-2431	106	9	1)(2	1)(2	NUM
cana-2431	106	10	)	)	PUNCT
cana-2431	106	11	⋯	⋯	NOUN
cana-2431	106	12	𝑋𝑁	𝑋𝑁	PROPN
cana-2431	106	13	(	(	PUNCT
cana-2431	106	14	1)(2	1)(2	NUM
cana-2431	106	15	)	)	PUNCT
cana-2431	106	16	−𝑧1	−𝑧1	NOUN
cana-2431	106	17	(	(	PUNCT
cana-2431	106	18	1)(2	1)(2	NUM
cana-2431	106	19	)	)	PUNCT
cana-2431	106	20	1	1	NUM
cana-2431	106	21	1	1	NUM
cana-2431	106	22	𝑋1	𝑋1	NOUN
cana-2431	106	23	(	(	PUNCT
cana-2431	106	24	1)(3	1)(3	NUM
cana-2431	106	25	)	)	PUNCT
cana-2431	106	26	𝑋2	𝑋2	VERB
cana-2431	106	27	(	(	PUNCT
cana-2431	106	28	1)(3	1)(3	NUM
cana-2431	106	29	)	)	PUNCT
cana-2431	106	30	⋯	⋯	NOUN
cana-2431	106	31	𝑋𝑁	𝑋𝑁	PROPN
cana-2431	106	32	(	(	PUNCT
cana-2431	106	33	1)(3	1)(3	NUM
cana-2431	106	34	)	)	PUNCT
cana-2431	107	1	−𝑧1	−𝑧1	PROPN
cana-2431	107	2	(	(	PUNCT
cana-2431	107	3	1)(3	1)(3	NUM
cana-2431	107	4	)	)	PUNCT
cana-2431	107	5	2	2	NUM
cana-2431	107	6	1	1	NUM
cana-2431	107	7	⋮	⋮	NOUN
cana-2431	107	8	𝑋1	𝑋1	PROPN
cana-2431	107	9	(	(	PUNCT
cana-2431	107	10	1)(𝑚	1)(𝑚	NUM
cana-2431	107	11	)	)	PUNCT
cana-2431	107	12	⋮	⋮	NOUN
cana-2431	107	13	𝑋2	𝑋2	VERB
cana-2431	107	14	(	(	PUNCT
cana-2431	107	15	1)(𝑚	1)(𝑚	NUM
cana-2431	107	16	)	)	PUNCT
cana-2431	107	17	⋮	⋮	NOUN
cana-2431	107	18	⋮	⋮	ADJ
cana-2431	107	19	⋮	⋮	ADJ
cana-2431	107	20	⋮	⋮	NOUN
cana-2431	107	21	1	1	NUM
cana-2431	107	22	⋱	⋱	PUNCT
cana-2431	107	23	𝑋𝑁	𝑋𝑁	PROPN
cana-2431	107	24	(	(	PUNCT
cana-2431	107	25	1)(𝑚	1)(𝑚	NUM
cana-2431	107	26	)	)	PUNCT
cana-2431	108	1	−𝑧1	−𝑧1	PROPN
cana-2431	108	2	(	(	PUNCT
cana-2431	108	3	1)(𝑚	1)(𝑚	NUM
cana-2431	108	4	)	)	PUNCT
cana-2431	108	5	𝑚	𝑚	ADP
cana-2431	108	6	−	−	NUM
cana-2431	108	7	1	1	NUM
cana-2431	108	8	1	1	NUM
cana-2431	108	9	]	]	PUNCT
cana-2431	108	10	𝑌	𝑌	PROPN
cana-2431	108	11	=	=	SYM
cana-2431	108	12	[	[	PUNCT
cana-2431	108	13	𝑋1	𝑋1	NOUN
cana-2431	108	14	(	(	PUNCT
cana-2431	108	15	0)(2	0)(2	NUM
cana-2431	108	16	)	)	PUNCT
cana-2431	108	17	𝑋1	𝑋1	NOUN
cana-2431	108	18	(	(	PUNCT
cana-2431	108	19	0)(3	0)(3	NUM
cana-2431	108	20	)	)	PUNCT
cana-2431	108	21	⋮	⋮	ADJ
cana-2431	108	22	𝑋1	𝑋1	PROPN
cana-2431	108	23	(	(	PUNCT
cana-2431	108	24	0)(𝑚	0)(𝑚	NUM
cana-2431	108	25	)	)	PUNCT
cana-2431	108	26	]	]	PUNCT
cana-2431	109	1	the	the	DET
cana-2431	109	2	output	output	NOUN
cana-2431	109	3	response	response	NOUN
cana-2431	109	4	of	of	ADP
cana-2431	109	5	the	the	DET
cana-2431	109	6	iogm	iogm	NOUN
cana-2431	109	7	(	(	PUNCT
cana-2431	109	8	1	1	NUM
cana-2431	109	9	,	,	PUNCT
cana-2431	109	10	n	n	CCONJ
cana-2431	109	11	)	)	PUNCT
cana-2431	109	12	model	model	NOUN
cana-2431	109	13	is	be	AUX
cana-2431	109	14	estimated	estimate	VERB
cana-2431	109	15	by	by	ADP
cana-2431	109	16	the	the	DET
cana-2431	109	17	equation	equation	NOUN
cana-2431	109	18	mention	mention	VERB
cana-2431	109	19	below	below	ADV
cana-2431	109	20	:	:	PUNCT
cana-2431	109	21	𝑋	𝑋	PROPN
cana-2431	109	22	̌1	̌1	PROPN
cana-2431	109	23	(	(	PUNCT
cana-2431	109	24	0)(𝑘	0)(𝑘	NOUN
cana-2431	109	25	)	)	PUNCT
cana-2431	109	26	=	=	SYM
cana-2431	109	27	𝜇1	𝜇1	NOUN
cana-2431	109	28	∑𝑏𝑖𝑋𝑖	∑𝑏𝑖𝑋𝑖	PROPN
cana-2431	109	29	(	(	PUNCT
cana-2431	109	30	1	1	NUM
cana-2431	109	31	)	)	PUNCT
cana-2431	109	32	𝑁	𝑁	PROPN
cana-2431	109	33	𝑖=2	𝑖=2	PROPN
cana-2431	109	34	(	(	PUNCT
cana-2431	109	35	𝑘	𝑘	NOUN
cana-2431	109	36	)	)	PUNCT
cana-2431	109	37	+	+	CCONJ
cana-2431	109	38	𝜇2	𝜇2	ADJ
cana-2431	109	39	𝑋	𝑋	NOUN
cana-2431	109	40	̌1	̌1	NOUN
cana-2431	109	41	(	(	PUNCT
cana-2431	109	42	1)(𝑘	1)(𝑘	NUM
cana-2431	109	43	−	−	NOUN
cana-2431	109	44	1	1	NUM
cana-2431	109	45	)	)	PUNCT
cana-2431	109	46	+	+	CCONJ
cana-2431	109	47	𝜇3	𝜇3	PROPN
cana-2431	109	48	𝑘	𝑘	X
cana-2431	109	49	+	+	PROPN
cana-2431	109	50	𝜇4	𝜇4	NOUN
cana-2431	109	51	,	,	PUNCT
cana-2431	109	52	k	k	X
cana-2431	109	53	=	=	PUNCT
cana-2431	109	54	2,3,4	2,3,4	NUM
cana-2431	109	55	,	,	PUNCT
cana-2431	109	56	…	…	PUNCT
cana-2431	109	57	n	n	X
cana-2431	109	58	where	where	SCONJ
cana-2431	109	59	𝜇1	𝜇1	NOUN
cana-2431	109	60	=	=	SYM
cana-2431	109	61	(	(	PUNCT
cana-2431	109	62	1	1	NUM
cana-2431	109	63	+	+	NUM
cana-2431	109	64	0.5𝑎)−1	0.5𝑎)−1	NOUN
cana-2431	109	65	𝜇2	𝜇2	NOUN
cana-2431	109	66	=	=	PUNCT
cana-2431	109	67	(	(	PUNCT
cana-2431	109	68	1	1	NUM
cana-2431	109	69	+	+	NUM
cana-2431	109	70	0.5𝑎)−1	0.5𝑎)−1	NOUN
cana-2431	109	71	𝜇3	𝜇3	NOUN
cana-2431	109	72	=	=	SYM
cana-2431	109	73	ℎ1(1	ℎ1(1	PROPN
cana-2431	109	74	+	+	NOUN
cana-2431	109	75	0.5𝑎)(1	0.5𝑎)(1	NOUN
cana-2431	109	76	+	+	SYM
cana-2431	109	77	0.5𝑎)−1	0.5𝑎)−1	NOUN
cana-2431	109	78	𝜇4	𝜇4	NOUN
cana-2431	109	79	=	=	PUNCT
cana-2431	109	80	(	(	PUNCT
cana-2431	109	81	ℎ	ℎ	X
cana-2431	109	82	2	2	NUM
cana-2431	109	83	−	−	NOUN
cana-2431	109	84	ℎ1)(1	ℎ1)(1	NOUN
cana-2431	109	85	+	+	NOUN
cana-2431	109	86	0.5𝑎)−1	0.5𝑎)−1	NOUN
cana-2431	109	87	accordingly	accordingly	ADV
cana-2431	109	88	,	,	PUNCT
cana-2431	109	89	hwb	hwb	PROPN
cana-2431	109	90	,	,	PUNCT
cana-2431	109	91	dwb	dwb	PROPN
cana-2431	109	92	,	,	PUNCT
cana-2431	109	93	wwb	wwb	PROPN
cana-2431	109	94	responses	response	NOUN
cana-2431	109	95	are	be	AUX
cana-2431	109	96	estimated	estimate	VERB
cana-2431	109	97	using	use	VERB
cana-2431	109	98	the	the	DET
cana-2431	109	99	above	above	ADJ
cana-2431	109	100	equation	equation	NOUN
cana-2431	109	101	.	.	PUNCT
cana-2431	110	1	the	the	DET
cana-2431	110	2	gm	gm	PROPN
cana-2431	110	3	(	(	PUNCT
cana-2431	110	4	1,1	1,1	NUM
cana-2431	110	5	)	)	PUNCT
cana-2431	110	6	model	model	NOUN
cana-2431	110	7	is	be	AUX
cana-2431	110	8	frequently	frequently	ADV
cana-2431	110	9	employed	employ	VERB
cana-2431	110	10	for	for	ADP
cana-2431	110	11	analysis	analysis	NOUN
cana-2431	110	12	of	of	ADP
cana-2431	110	13	time	time	NOUN
cana-2431	110	14	series	series	NOUN
cana-2431	110	15	due	due	ADP
cana-2431	110	16	to	to	ADP
cana-2431	110	17	its	its	PRON
cana-2431	110	18	ability	ability	NOUN
cana-2431	110	19	to	to	PART
cana-2431	110	20	adapt	adapt	VERB
cana-2431	110	21	to	to	ADP
cana-2431	110	22	uncertain	uncertain	ADJ
cana-2431	110	23	systems	system	NOUN
cana-2431	110	24	with	with	ADP
cana-2431	110	25	little	little	ADJ
cana-2431	110	26	data	datum	NOUN
cana-2431	110	27	.	.	PUNCT
cana-2431	111	1	information	information	NOUN
cana-2431	111	2	.	.	PUNCT
cana-2431	112	1	this	this	DET
cana-2431	112	2	section	section	NOUN
cana-2431	112	3	will	will	AUX
cana-2431	112	4	discuss	discuss	VERB
cana-2431	112	5	the	the	DET
cana-2431	112	6	concepts	concept	NOUN
cana-2431	112	7	and	and	CCONJ
cana-2431	112	8	faults	fault	NOUN
cana-2431	112	9	of	of	ADP
cana-2431	112	10	the	the	DET
cana-2431	112	11	original	original	ADJ
cana-2431	112	12	gm	gm	NOUN
cana-2431	112	13	(	(	PUNCT
cana-2431	112	14	1,1	1,1	NUM
cana-2431	112	15	)	)	PUNCT
cana-2431	112	16	model	model	NOUN
cana-2431	112	17	.	.	PUNCT
cana-2431	113	1	the	the	DET
cana-2431	113	2	iaogm	iaogm	PROPN
cana-2431	113	3	(	(	PUNCT
cana-2431	113	4	1,1	1,1	NUM
cana-2431	113	5	)	)	PUNCT
cana-2431	113	6	model	model	NOUN
cana-2431	113	7	is	be	AUX
cana-2431	113	8	proposed	propose	VERB
cana-2431	113	9	to	to	PART
cana-2431	113	10	address	address	VERB
cana-2431	113	11	the	the	DET
cana-2431	113	12	primary	primary	ADJ
cana-2431	113	13	error	error	NOUN
cana-2431	113	14	causes	cause	NOUN
cana-2431	113	15	of	of	ADP
cana-2431	113	16	gm	gm	PROPN
cana-2431	113	17	(	(	PUNCT
cana-2431	113	18	1,1	1,1	NUM
cana-2431	113	19	)	)	PUNCT
cana-2431	113	20	,	,	PUNCT
cana-2431	113	21	which	which	PRON
cana-2431	113	22	are	be	AUX
cana-2431	113	23	based	base	VERB
cana-2431	113	24	on	on	ADP
cana-2431	113	25	the	the	DET
cana-2431	113	26	starting	starting	NOUN
cana-2431	113	27	and	and	CCONJ
cana-2431	113	28	background	background	NOUN
cana-2431	113	29	values	value	NOUN
cana-2431	113	30	.	.	PUNCT
cana-2431	114	1	this	this	DET
cana-2431	114	2	iaogm	iaogm	NOUN
cana-2431	114	3	(	(	PUNCT
cana-2431	114	4	1,1	1,1	NUM
cana-2431	114	5	)	)	PUNCT
cana-2431	114	6	model	model	NOUN
cana-2431	114	7	's	's	PART
cana-2431	114	8	precise	precise	ADJ
cana-2431	114	9	techniques	technique	NOUN
cana-2431	114	10	for	for	ADP
cana-2431	114	11	coordinating	coordinate	VERB
cana-2431	114	12	two	two	NUM
cana-2431	114	13	optimum	optimum	ADJ
cana-2431	114	14	approaches	approach	NOUN
cana-2431	114	15	will	will	AUX
cana-2431	114	16	be	be	AUX
cana-2431	114	17	investigated	investigate	VERB
cana-2431	114	18	and	and	CCONJ
cana-2431	114	19	analysed	analyse	VERB
cana-2431	114	20	.	.	PUNCT
cana-2431	115	1	communications	communication	NOUN
cana-2431	115	2	on	on	ADP
cana-2431	115	3	applied	apply	VERB
cana-2431	115	4	nonlinear	nonlinear	ADJ
cana-2431	115	5	analysis	analysis	NOUN
cana-2431	115	6	issn	issn	NOUN
cana-2431	115	7	:	:	PUNCT
cana-2431	115	8	1074	1074	NUM
cana-2431	115	9	-	-	PUNCT
cana-2431	115	10	133x	133x	NUM
cana-2431	115	11	vol	vol	NOUN
cana-2431	115	12	32	32	NUM
cana-2431	115	13	no	no	NOUN
cana-2431	115	14	.	.	PUNCT
cana-2431	116	1	2s	2s	NUM
cana-2431	116	2	(	(	PUNCT
cana-2431	116	3	2025	2025	NUM
cana-2431	116	4	)	)	PUNCT
cana-2431	116	5	414	414	NUM
cana-2431	116	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	116	7	the	the	DET
cana-2431	116	8	iaogm	iaogm	PROPN
cana-2431	116	9	(	(	PUNCT
cana-2431	116	10	1,1	1,1	NUM
cana-2431	116	11	)	)	PUNCT
cana-2431	116	12	model	model	NOUN
cana-2431	116	13	improves	improve	VERB
cana-2431	116	14	two	two	NUM
cana-2431	116	15	elements	element	NOUN
cana-2431	116	16	based	base	VERB
cana-2431	116	17	on	on	ADP
cana-2431	116	18	the	the	DET
cana-2431	116	19	intrinsic	intrinsic	ADJ
cana-2431	116	20	error	error	NOUN
cana-2431	116	21	sources	source	NOUN
cana-2431	116	22	of	of	ADP
cana-2431	116	23	the	the	DET
cana-2431	116	24	gm	gm	PROPN
cana-2431	116	25	(	(	PUNCT
cana-2431	116	26	1,1	1,1	NUM
cana-2431	116	27	)	)	PUNCT
cana-2431	116	28	model	model	NOUN
cana-2431	116	29	,	,	PUNCT
cana-2431	116	30	as	as	SCONJ
cana-2431	116	31	discussed	discuss	VERB
cana-2431	116	32	in	in	ADP
cana-2431	116	33	section	section	NOUN
cana-2431	116	34	3.1	3.1	NUM
cana-2431	116	35	.	.	PUNCT
cana-2431	117	1	on	on	ADP
cana-2431	117	2	the	the	DET
cana-2431	117	3	one	one	NUM
cana-2431	117	4	hand	hand	NOUN
cana-2431	117	5	,	,	PUNCT
cana-2431	117	6	with	with	ADP
cana-2431	117	7	the	the	DET
cana-2431	117	8	intention	intention	NOUN
cana-2431	117	9	to	to	PART
cana-2431	117	10	gain	gain	VERB
cana-2431	117	11	a	a	DET
cana-2431	117	12	preliminary	preliminary	ADJ
cana-2431	117	13	condition	condition	NOUN
cana-2431	117	14	after	after	ADP
cana-2431	117	15	considering	consider	VERB
cana-2431	117	16	all	all	DET
cana-2431	117	17	observations	observation	NOUN
cana-2431	117	18	and	and	CCONJ
cana-2431	117	19	prioritizing	prioritize	VERB
cana-2431	117	20	the	the	DET
cana-2431	117	21	most	most	ADV
cana-2431	117	22	recent	recent	ADJ
cana-2431	117	23	information	information	NOUN
cana-2431	117	24	,	,	PUNCT
cana-2431	117	25	a	a	DET
cana-2431	117	26	new	new	ADJ
cana-2431	117	27	weighted	weight	VERB
cana-2431	117	28	series	series	NOUN
cana-2431	117	29	is	be	AUX
cana-2431	117	30	used	use	VERB
cana-2431	117	31	to	to	PART
cana-2431	117	32	create	create	VERB
cana-2431	117	33	a	a	DET
cana-2431	117	34	modified	modify	VERB
cana-2431	117	35	starting	starting	NOUN
cana-2431	117	36	condition	condition	NOUN
cana-2431	117	37	that	that	PRON
cana-2431	117	38	aligns	align	VERB
cana-2431	117	39	with	with	ADP
cana-2431	117	40	the	the	DET
cana-2431	117	41	evolving	evolve	VERB
cana-2431	117	42	system	system	NOUN
cana-2431	117	43	.	.	PUNCT
cana-2431	118	1	simpson	simpson	PROPN
cana-2431	118	2	's	's	PART
cana-2431	118	3	formula	formula	NOUN
cana-2431	118	4	is	be	AUX
cana-2431	118	5	used	use	VERB
cana-2431	118	6	to	to	PART
cana-2431	118	7	construct	construct	VERB
cana-2431	118	8	the	the	DET
cana-2431	118	9	background	background	NOUN
cana-2431	118	10	value	value	NOUN
cana-2431	118	11	,	,	PUNCT
cana-2431	118	12	which	which	PRON
cana-2431	118	13	is	be	AUX
cana-2431	118	14	crucial	crucial	ADJ
cana-2431	118	15	for	for	ADP
cana-2431	118	16	enhancing	enhance	VERB
cana-2431	118	17	the	the	DET
cana-2431	118	18	grey	grey	PROPN
cana-2431	118	19	model	model	NOUN
cana-2431	118	20	's	's	PART
cana-2431	118	21	applicability	applicability	NOUN
cana-2431	118	22	to	to	ADP
cana-2431	118	23	high	high	ADJ
cana-2431	118	24	-	-	PUNCT
cana-2431	118	25	growth	growth	NOUN
cana-2431	118	26	exponential	exponential	ADJ
cana-2431	118	27	sequences	sequence	NOUN
cana-2431	118	28	.	.	PUNCT
cana-2431	119	1	it	it	PRON
cana-2431	119	2	addresses	address	VERB
cana-2431	119	3	integral	integral	ADJ
cana-2431	119	4	issues	issue	NOUN
cana-2431	119	5	.	.	PUNCT
cana-2431	120	1	simpson	simpson	PROPN
cana-2431	120	2	's	's	PART
cana-2431	120	3	formula	formula	NOUN
cana-2431	120	4	is	be	AUX
cana-2431	120	5	used	use	VERB
cana-2431	120	6	in	in	ADP
cana-2431	120	7	sequences	sequence	NOUN
cana-2431	120	8	to	to	PART
cana-2431	120	9	provide	provide	VERB
cana-2431	120	10	background	background	NOUN
cana-2431	120	11	values	value	NOUN
cana-2431	120	12	that	that	PRON
cana-2431	120	13	can	can	AUX
cana-2431	120	14	manage	manage	VERB
cana-2431	120	15	integral	integral	ADJ
cana-2431	120	16	difficulties	difficulty	NOUN
cana-2431	120	17	.	.	PUNCT
cana-2431	121	1	the	the	DET
cana-2431	121	2	iaogm	iaogm	PROPN
cana-2431	121	3	(	(	PUNCT
cana-2431	121	4	1,1	1,1	NUM
cana-2431	121	5	)	)	PUNCT
cana-2431	121	6	model	model	NOUN
cana-2431	121	7	's	's	PART
cana-2431	121	8	processes	process	NOUN
cana-2431	121	9	are	be	AUX
cana-2431	121	10	outlined	outline	VERB
cana-2431	121	11	in	in	ADP
cana-2431	121	12	the	the	DET
cana-2431	121	13	stages	stage	NOUN
cana-2431	121	14	below	below	ADV
cana-2431	121	15	,	,	PUNCT
cana-2431	121	16	leveraging	leverage	VERB
cana-2431	121	17	its	its	PRON
cana-2431	121	18	superiority	superiority	NOUN
cana-2431	121	19	.	.	PUNCT
cana-2431	122	1	figure	figure	NOUN
cana-2431	122	2	2	2	NUM
cana-2431	122	3	illustrates	illustrate	VERB
cana-2431	122	4	the	the	DET
cana-2431	122	5	summary	summary	NOUN
cana-2431	122	6	flowchart	flowchart	NOUN
cana-2431	122	7	for	for	ADP
cana-2431	122	8	the	the	DET
cana-2431	122	9	iaogm	iaogm	PROPN
cana-2431	122	10	(	(	PUNCT
cana-2431	122	11	1,1	1,1	NUM
cana-2431	122	12	)	)	PUNCT
cana-2431	122	13	model	model	NOUN
cana-2431	122	14	.	.	PUNCT
cana-2431	123	1	the	the	DET
cana-2431	123	2	improved	improve	VERB
cana-2431	123	3	adaptive	adaptive	ADJ
cana-2431	123	4	optimized	optimize	VERB
cana-2431	123	5	grey	grey	PROPN
cana-2431	123	6	model	model	NOUN
cana-2431	123	7	iaogm	iaogm	PROPN
cana-2431	123	8	:	:	PUNCT
cana-2431	123	9	communications	communication	NOUN
cana-2431	123	10	on	on	ADP
cana-2431	123	11	applied	apply	VERB
cana-2431	123	12	nonlinear	nonlinear	ADJ
cana-2431	123	13	analysis	analysis	NOUN
cana-2431	123	14	issn	issn	NOUN
cana-2431	123	15	:	:	PUNCT
cana-2431	123	16	1074	1074	NUM
cana-2431	123	17	-	-	PUNCT
cana-2431	123	18	133x	133x	NUM
cana-2431	123	19	vol	vol	NOUN
cana-2431	123	20	32	32	NUM
cana-2431	123	21	no	no	NOUN
cana-2431	123	22	.	.	PUNCT
cana-2431	124	1	2s	2s	NUM
cana-2431	124	2	(	(	PUNCT
cana-2431	124	3	2025	2025	NUM
cana-2431	124	4	)	)	PUNCT
cana-2431	124	5	415	415	NUM
cana-2431	125	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	125	2	2	2	X
cana-2431	125	3	.	.	PUNCT
cana-2431	125	4	experimentation	experimentation	NOUN
cana-2431	125	5	:	:	PUNCT
cana-2431	125	6	in	in	ADP
cana-2431	125	7	the	the	DET
cana-2431	125	8	present	present	ADJ
cana-2431	125	9	work	work	NOUN
cana-2431	125	10	,	,	PUNCT
cana-2431	125	11	experimentation	experimentation	NOUN
cana-2431	125	12	was	be	AUX
cana-2431	125	13	carried	carry	VERB
cana-2431	125	14	out	out	ADP
cana-2431	125	15	using	use	VERB
cana-2431	125	16	an	an	DET
cana-2431	125	17	industrial	industrial	ADJ
cana-2431	125	18	-	-	PUNCT
cana-2431	125	19	grade	grade	NOUN
cana-2431	125	20	irb	irb	NOUN
cana-2431	125	21	1520	1520	NUM
cana-2431	125	22	mig	mig	NOUN
cana-2431	125	23	robot	robot	NOUN
cana-2431	125	24	as	as	SCONJ
cana-2431	125	25	shown	show	VERB
cana-2431	125	26	in	in	ADP
cana-2431	125	27	the	the	DET
cana-2431	125	28	fig.2	fig.2	PROPN
cana-2431	125	29	.	.	PUNCT
cana-2431	126	1	robot	robot	NOUN
cana-2431	126	2	-	-	PUNCT
cana-2431	126	3	assisted	assist	VERB
cana-2431	126	4	wire	wire	NOUN
cana-2431	126	5	arc	arc	NOUN
cana-2431	126	6	additive	additive	NOUN
cana-2431	126	7	manufacturing	manufacturing	NOUN
cana-2431	126	8	used	use	VERB
cana-2431	126	9	as	as	ADP
cana-2431	126	10	an	an	DET
cana-2431	126	11	alternative	alternative	NOUN
cana-2431	126	12	to	to	ADP
cana-2431	126	13	metal	metal	NOUN
cana-2431	126	14	additive	additive	ADJ
cana-2431	126	15	manufacturing	manufacturing	NOUN
cana-2431	126	16	due	due	ADP
cana-2431	126	17	to	to	ADP
cana-2431	126	18	the	the	DET
cana-2431	126	19	ease	ease	NOUN
cana-2431	126	20	of	of	ADP
cana-2431	126	21	operation	operation	NOUN
cana-2431	126	22	and	and	CCONJ
cana-2431	126	23	most	most	ADV
cana-2431	126	24	resourceful	resourceful	ADJ
cana-2431	126	25	,	,	PUNCT
cana-2431	126	26	instead	instead	ADV
cana-2431	126	27	of	of	ADP
cana-2431	126	28	expensive	expensive	ADJ
cana-2431	126	29	metal	metal	NOUN
cana-2431	126	30	3d	3d	NOUN
cana-2431	126	31	printers	printer	NOUN
cana-2431	126	32	in	in	ADP
cana-2431	126	33	the	the	DET
cana-2431	126	34	market	market	NOUN
cana-2431	126	35	.	.	PUNCT
cana-2431	127	1	as	as	SCONJ
cana-2431	127	2	the	the	DET
cana-2431	127	3	equipment	equipment	NOUN
cana-2431	127	4	of	of	ADP
cana-2431	127	5	industry	industry	NOUN
cana-2431	127	6	-	-	PUNCT
cana-2431	127	7	standard	standard	ADJ
cana-2431	127	8	,	,	PUNCT
cana-2431	127	9	industrial	industrial	ADJ
cana-2431	127	10	power	power	NOUN
cana-2431	127	11	rating	rating	NOUN
cana-2431	127	12	was	be	AUX
cana-2431	127	13	used	use	VERB
cana-2431	127	14	in	in	ADP
cana-2431	127	15	the	the	DET
cana-2431	127	16	work	work	NOUN
cana-2431	127	17	to	to	PART
cana-2431	127	18	study	study	VERB
cana-2431	127	19	the	the	DET
cana-2431	127	20	deposition	deposition	NOUN
cana-2431	127	21	of	of	ADP
cana-2431	127	22	weld	weld	NOUN
cana-2431	127	23	beads	bead	NOUN
cana-2431	127	24	as	as	ADP
cana-2431	127	25	layers	layer	NOUN
cana-2431	127	26	.	.	PUNCT
cana-2431	128	1	the	the	DET
cana-2431	128	2	controller	controller	NOUN
cana-2431	128	3	is	be	AUX
cana-2431	128	4	equipped	equip	VERB
cana-2431	128	5	with	with	ADP
cana-2431	128	6	a	a	DET
cana-2431	128	7	teach	teach	NOUN
cana-2431	128	8	pendant	pendant	ADJ
cana-2431	128	9	,	,	PUNCT
cana-2431	128	10	an	an	DET
cana-2431	128	11	instrument	instrument	NOUN
cana-2431	128	12	to	to	PART
cana-2431	128	13	work	work	VERB
cana-2431	128	14	with	with	ADP
cana-2431	128	15	the	the	DET
cana-2431	128	16	robot	robot	NOUN
cana-2431	128	17	.	.	PUNCT
cana-2431	129	1	the	the	DET
cana-2431	129	2	geometrical	geometrical	ADJ
cana-2431	129	3	motions	motion	NOUN
cana-2431	129	4	involved	involve	VERB
cana-2431	129	5	in	in	ADP
cana-2431	129	6	the	the	DET
cana-2431	129	7	deposition	deposition	NOUN
cana-2431	129	8	of	of	ADP
cana-2431	129	9	the	the	DET
cana-2431	129	10	weld	weld	NOUN
cana-2431	129	11	beads	bead	NOUN
cana-2431	129	12	to	to	PART
cana-2431	129	13	form	form	VERB
cana-2431	129	14	the	the	DET
cana-2431	129	15	structure	structure	NOUN
cana-2431	129	16	are	be	AUX
cana-2431	129	17	customized	customize	VERB
cana-2431	129	18	and	and	CCONJ
cana-2431	129	19	pre	pre	VERB
cana-2431	129	20	-	-	VERB
cana-2431	129	21	programmed	programmed	ADJ
cana-2431	129	22	using	use	VERB
cana-2431	129	23	rapid	rapid	ADJ
cana-2431	129	24	code	code	NOUN
cana-2431	129	25	.	.	PUNCT
cana-2431	130	1	as	as	SCONJ
cana-2431	130	2	shown	show	VERB
cana-2431	130	3	in	in	ADP
cana-2431	130	4	the	the	DET
cana-2431	130	5	figure	figure	NOUN
cana-2431	130	6	a	a	DET
cana-2431	130	7	metal	metal	NOUN
cana-2431	130	8	substrate	substrate	NOUN
cana-2431	130	9	of	of	ADP
cana-2431	130	10	customized	customized	ADJ
cana-2431	130	11	size	size	NOUN
cana-2431	130	12	as	as	ADP
cana-2431	130	13	per	per	ADP
cana-2431	130	14	the	the	DET
cana-2431	130	15	structure	structure	NOUN
cana-2431	130	16	to	to	PART
cana-2431	130	17	be	be	AUX
cana-2431	130	18	formed	form	VERB
cana-2431	130	19	,	,	PUNCT
cana-2431	130	20	is	be	AUX
cana-2431	130	21	rigidly	rigidly	ADV
cana-2431	130	22	clamped	clamp	VERB
cana-2431	130	23	to	to	ADP
cana-2431	130	24	the	the	DET
cana-2431	130	25	fixed	fix	VERB
cana-2431	130	26	platform	platform	NOUN
cana-2431	130	27	of	of	ADP
cana-2431	130	28	the	the	DET
cana-2431	130	29	robot	robot	NOUN
cana-2431	130	30	.	.	PUNCT
cana-2431	131	1	the	the	DET
cana-2431	131	2	operating	operating	NOUN
cana-2431	131	3	requirements	requirement	NOUN
cana-2431	131	4	of	of	ADP
cana-2431	131	5	the	the	DET
cana-2431	131	6	robot	robot	NOUN
cana-2431	131	7	such	such	ADJ
cana-2431	131	8	as	as	ADP
cana-2431	131	9	voltage	voltage	NOUN
cana-2431	131	10	,	,	PUNCT
cana-2431	131	11	weld	weld	NOUN
cana-2431	131	12	feed	feed	NOUN
cana-2431	131	13	speed	speed	NOUN
cana-2431	131	14	,	,	PUNCT
cana-2431	131	15	weld	weld	NOUN
cana-2431	131	16	speed	speed	NOUN
cana-2431	131	17	,	,	PUNCT
cana-2431	131	18	and	and	CCONJ
cana-2431	131	19	shielding	shielding	NOUN
cana-2431	131	20	gas	gas	NOUN
cana-2431	131	21	supply	supply	NOUN
cana-2431	131	22	are	be	AUX
cana-2431	131	23	taken	take	VERB
cana-2431	131	24	as	as	ADP
cana-2431	131	25	18v	18v	NOUN
cana-2431	131	26	,	,	PUNCT
cana-2431	131	27	4	4	NUM
cana-2431	131	28	m	m	PROPN
cana-2431	131	29	/	/	SYM
cana-2431	131	30	min	min	PROPN
cana-2431	131	31	,	,	PUNCT
cana-2431	131	32	0.3	0.3	NUM
cana-2431	131	33	m	m	NOUN
cana-2431	131	34	/	/	SYM
cana-2431	131	35	min	min	PROPN
cana-2431	131	36	and	and	CCONJ
cana-2431	131	37	20	20	NUM
cana-2431	131	38	l	l	NOUN
cana-2431	131	39	/	/	SYM
cana-2431	131	40	min	min	NOUN
cana-2431	131	41	.	.	PUNCT
cana-2431	132	1	the	the	DET
cana-2431	132	2	filler	filler	NOUN
cana-2431	132	3	wire	wire	NOUN
cana-2431	132	4	of	of	ADP
cana-2431	132	5	1.2	1.2	NUM
cana-2431	132	6	mm	mm	NOUN
cana-2431	132	7	diameter	diameter	NOUN
cana-2431	132	8	of	of	ADP
cana-2431	132	9	aisi	aisi	PROPN
cana-2431	132	10	1018	1018	NUM
cana-2431	132	11	steel	steel	NOUN
cana-2431	132	12	material	material	NOUN
cana-2431	132	13	is	be	AUX
cana-2431	132	14	used	use	VERB
cana-2431	132	15	.	.	PUNCT
cana-2431	133	1	aisi	aisi	PROPN
cana-2431	133	2	1018	1018	NUM
cana-2431	133	3	steel	steel	NOUN
cana-2431	133	4	is	be	AUX
cana-2431	133	5	widely	widely	ADV
cana-2431	133	6	used	use	VERB
cana-2431	133	7	in	in	ADP
cana-2431	133	8	industries	industry	NOUN
cana-2431	133	9	due	due	ADP
cana-2431	133	10	to	to	ADP
cana-2431	133	11	its	its	PRON
cana-2431	133	12	ability	ability	NOUN
cana-2431	133	13	to	to	PART
cana-2431	133	14	uniform	uniform	VERB
cana-2431	133	15	weld	weld	NOUN
cana-2431	133	16	beads	bead	NOUN
cana-2431	133	17	and	and	CCONJ
cana-2431	133	18	also	also	ADV
cana-2431	133	19	offers	offer	VERB
cana-2431	133	20	superior	superior	ADJ
cana-2431	133	21	machining	machining	NOUN
cana-2431	133	22	characteristics	characteristic	NOUN
cana-2431	133	23	with	with	ADP
cana-2431	133	24	excellent	excellent	ADJ
cana-2431	133	25	weldability	weldability	NOUN
cana-2431	133	26	properties	property	NOUN
cana-2431	133	27	.	.	PUNCT
cana-2431	134	1	fig.2	fig.2	PROPN
cana-2431	134	2	irb	irb	VERB
cana-2431	134	3	1520	1520	NUM
cana-2431	134	4	robot	robot	NOUN
cana-2431	134	5	cell	cell	NOUN
cana-2431	134	6	the	the	DET
cana-2431	134	7	experiment	experiment	NOUN
cana-2431	134	8	was	be	AUX
cana-2431	134	9	performed	perform	VERB
cana-2431	134	10	in	in	ADP
cana-2431	134	11	two	two	NUM
cana-2431	134	12	phases	phase	NOUN
cana-2431	134	13	.	.	PUNCT
cana-2431	135	1	in	in	ADP
cana-2431	135	2	the	the	DET
cana-2431	135	3	first	first	ADJ
cana-2431	135	4	phase	phase	NOUN
cana-2431	135	5	,	,	PUNCT
cana-2431	135	6	the	the	DET
cana-2431	135	7	substrate	substrate	NOUN
cana-2431	135	8	was	be	AUX
cana-2431	135	9	rigidly	rigidly	ADV
cana-2431	135	10	fixed	fix	VERB
cana-2431	135	11	as	as	SCONJ
cana-2431	135	12	shown	show	VERB
cana-2431	135	13	in	in	ADP
cana-2431	135	14	the	the	DET
cana-2431	135	15	figure	figure	NOUN
cana-2431	135	16	with	with	ADP
cana-2431	135	17	the	the	DET
cana-2431	135	18	help	help	NOUN
cana-2431	135	19	of	of	ADP
cana-2431	135	20	clamps	clamp	NOUN
cana-2431	135	21	as	as	SCONJ
cana-2431	135	22	also	also	ADV
cana-2431	135	23	simulated	simulate	VERB
cana-2431	135	24	in	in	ADP
cana-2431	135	25	the	the	DET
cana-2431	135	26	simulation	simulation	NOUN
cana-2431	135	27	.	.	PUNCT
cana-2431	136	1	the	the	DET
cana-2431	136	2	weld	weld	NOUN
cana-2431	136	3	beads	bead	NOUN
cana-2431	136	4	were	be	AUX
cana-2431	136	5	on	on	ADP
cana-2431	136	6	the	the	DET
cana-2431	136	7	substrate	substrate	NOUN
cana-2431	136	8	with	with	ADP
cana-2431	136	9	the	the	DET
cana-2431	136	10	help	help	NOUN
cana-2431	136	11	of	of	ADP
cana-2431	136	12	a	a	DET
cana-2431	136	13	robot	robot	NOUN
cana-2431	136	14	as	as	SCONJ
cana-2431	136	15	shown	show	VERB
cana-2431	136	16	in	in	ADP
cana-2431	136	17	fig.1	fig.1	PROPN
cana-2431	136	18	.	.	PUNCT
cana-2431	137	1	at	at	ADP
cana-2431	137	2	every	every	DET
cana-2431	137	3	4	4	NUM
cana-2431	137	4	-	-	PUNCT
cana-2431	137	5	second	second	ADJ
cana-2431	137	6	instance	instance	NOUN
cana-2431	137	7	during	during	ADP
cana-2431	137	8	the	the	DET
cana-2431	137	9	weld	weld	NOUN
cana-2431	137	10	bead	bead	NOUN
cana-2431	137	11	formation	formation	NOUN
cana-2431	137	12	the	the	DET
cana-2431	137	13	current	current	NOUN
cana-2431	137	14	was	be	AUX
cana-2431	137	15	measured	measure	VERB
cana-2431	137	16	with	with	ADP
cana-2431	137	17	the	the	DET
cana-2431	137	18	help	help	NOUN
cana-2431	137	19	of	of	ADP
cana-2431	137	20	a	a	DET
cana-2431	137	21	kempi	kempi	ADJ
cana-2431	137	22	arc	arc	NOUN
cana-2431	137	23	controller	controller	NOUN
cana-2431	137	24	.	.	PUNCT
cana-2431	138	1	the	the	DET
cana-2431	138	2	average	average	ADJ
cana-2431	138	3	feed	feed	NOUN
cana-2431	138	4	rate	rate	NOUN
cana-2431	138	5	is	be	AUX
cana-2431	138	6	also	also	ADV
cana-2431	138	7	measured	measure	VERB
cana-2431	138	8	along	along	ADP
cana-2431	138	9	with	with	ADP
cana-2431	138	10	the	the	DET
cana-2431	138	11	current	current	NOUN
cana-2431	138	12	.	.	PUNCT
cana-2431	139	1	after	after	ADP
cana-2431	139	2	the	the	DET
cana-2431	139	3	formation	formation	NOUN
cana-2431	139	4	of	of	ADP
cana-2431	139	5	the	the	DET
cana-2431	139	6	initial	initial	ADJ
cana-2431	139	7	layer	layer	NOUN
cana-2431	139	8	,	,	PUNCT
cana-2431	139	9	the	the	DET
cana-2431	139	10	weld	weld	NOUN
cana-2431	139	11	bead	bead	NOUN
cana-2431	139	12	was	be	AUX
cana-2431	139	13	sectioned	section	VERB
cana-2431	139	14	at	at	ADP
cana-2431	139	15	5	5	NUM
cana-2431	139	16	different	different	ADJ
cana-2431	139	17	locations	location	NOUN
cana-2431	139	18	with	with	ADP
cana-2431	139	19	the	the	DET
cana-2431	139	20	wire	wire	NOUN
cana-2431	139	21	edm	edm	PROPN
cana-2431	139	22	,	,	PUNCT
cana-2431	139	23	and	and	CCONJ
cana-2431	139	24	the	the	DET
cana-2431	139	25	corresponding	corresponding	ADJ
cana-2431	139	26	weld	weld	NOUN
cana-2431	139	27	bead	bead	NOUN
cana-2431	139	28	characteristics	characteristic	NOUN
cana-2431	139	29	were	be	AUX
cana-2431	139	30	measured	measure	VERB
cana-2431	139	31	using	use	VERB
cana-2431	139	32	stereo	stereo	NOUN
cana-2431	139	33	zoom	zoom	NOUN
cana-2431	139	34	microscopy	microscopy	NOUN
cana-2431	139	35	.	.	PUNCT
cana-2431	140	1	from	from	ADP
cana-2431	140	2	the	the	DET
cana-2431	140	3	first	first	ADJ
cana-2431	140	4	phase	phase	NOUN
cana-2431	140	5	,	,	PUNCT
cana-2431	140	6	it	it	PRON
cana-2431	140	7	was	be	AUX
cana-2431	140	8	observed	observe	VERB
cana-2431	140	9	different	different	ADJ
cana-2431	140	10	weld	weld	NOUN
cana-2431	140	11	bead	bead	NOUN
cana-2431	140	12	characteristics	characteristic	NOUN
cana-2431	140	13	such	such	ADJ
cana-2431	140	14	as	as	ADP
cana-2431	140	15	height	height	NOUN
cana-2431	140	16	,	,	PUNCT
cana-2431	140	17	width	width	ADJ
cana-2431	140	18	,	,	PUNCT
cana-2431	140	19	and	and	CCONJ
cana-2431	140	20	depth	depth	NOUN
cana-2431	140	21	.	.	PUNCT
cana-2431	141	1	in	in	ADP
cana-2431	141	2	the	the	DET
cana-2431	141	3	later	later	ADJ
cana-2431	141	4	phase	phase	NOUN
cana-2431	141	5	,	,	PUNCT
cana-2431	141	6	weld	weld	NOUN
cana-2431	141	7	beads	bead	NOUN
cana-2431	141	8	were	be	AUX
cana-2431	141	9	deposited	deposit	VERB
cana-2431	141	10	on	on	ADP
cana-2431	141	11	the	the	DET
cana-2431	141	12	substrate	substrate	NOUN
cana-2431	141	13	using	use	VERB
cana-2431	141	14	a	a	DET
cana-2431	141	15	multi	multi	ADJ
cana-2431	141	16	-	-	ADJ
cana-2431	141	17	bead	bead	ADJ
cana-2431	141	18	formation	formation	NOUN
cana-2431	141	19	strategy	strategy	NOUN
cana-2431	141	20	with	with	ADP
cana-2431	141	21	a	a	DET
cana-2431	141	22	time	time	NOUN
cana-2431	141	23	halt	halt	NOUN
cana-2431	141	24	of	of	ADP
cana-2431	141	25	5	5	NUM
cana-2431	141	26	seconds	second	NOUN
cana-2431	141	27	among	among	ADP
cana-2431	141	28	the	the	DET
cana-2431	141	29	layup	layup	NOUN
cana-2431	141	30	of	of	ADP
cana-2431	141	31	12	12	NUM
cana-2431	141	32	fully	fully	ADV
cana-2431	141	33	overlapped	overlapped	ADJ
cana-2431	141	34	multi	multi	ADJ
cana-2431	141	35	-	-	ADJ
cana-2431	141	36	weld	weld	ADJ
cana-2431	141	37	beads	bead	NOUN
cana-2431	141	38	.	.	PUNCT
cana-2431	142	1	similarly	similarly	ADV
cana-2431	142	2	,	,	PUNCT
cana-2431	142	3	the	the	DET
cana-2431	142	4	dimensions	dimension	NOUN
cana-2431	142	5	were	be	AUX
cana-2431	142	6	measured	measure	VERB
cana-2431	142	7	at	at	ADP
cana-2431	142	8	5	5	NUM
cana-2431	142	9	locations	location	NOUN
cana-2431	142	10	as	as	SCONJ
cana-2431	142	11	measured	measure	VERB
cana-2431	142	12	in	in	ADP
cana-2431	142	13	the	the	DET
cana-2431	142	14	1st	1st	ADJ
cana-2431	142	15	phase	phase	NOUN
cana-2431	142	16	.	.	PUNCT
cana-2431	143	1	the	the	DET
cana-2431	143	2	measured	measure	VERB
cana-2431	143	3	features	feature	NOUN
cana-2431	143	4	at	at	ADP
cana-2431	143	5	5	5	NUM
cana-2431	143	6	locations	location	NOUN
cana-2431	143	7	are	be	AUX
cana-2431	143	8	tabulated	tabulate	VERB
cana-2431	143	9	.	.	PUNCT
cana-2431	144	1	communications	communication	NOUN
cana-2431	144	2	on	on	ADP
cana-2431	144	3	applied	apply	VERB
cana-2431	144	4	nonlinear	nonlinear	ADJ
cana-2431	144	5	analysis	analysis	NOUN
cana-2431	144	6	issn	issn	NOUN
cana-2431	144	7	:	:	PUNCT
cana-2431	144	8	1074	1074	NUM
cana-2431	144	9	-	-	PUNCT
cana-2431	144	10	133x	133x	NUM
cana-2431	144	11	vol	vol	NOUN
cana-2431	144	12	32	32	NUM
cana-2431	144	13	no	no	NOUN
cana-2431	144	14	.	.	PUNCT
cana-2431	145	1	2s	2s	NUM
cana-2431	145	2	(	(	PUNCT
cana-2431	145	3	2025	2025	NUM
cana-2431	145	4	)	)	PUNCT
cana-2431	145	5	416	416	NUM
cana-2431	145	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	145	7	table	table	NOUN
cana-2431	145	8	1	1	NUM
cana-2431	145	9	.	.	PUNCT
cana-2431	145	10	weld	weld	NOUN
cana-2431	145	11	bead	bead	VERB
cana-2431	145	12	dimensional	dimensional	ADJ
cana-2431	145	13	features	feature	NOUN
cana-2431	145	14	at	at	ADP
cana-2431	145	15	5	5	NUM
cana-2431	145	16	different	different	ADJ
cana-2431	145	17	locations	location	NOUN
cana-2431	145	18	s.	s.	PROPN
cana-2431	145	19	no	no	INTJ
cana-2431	145	20	.	.	PUNCT
cana-2431	146	1	weld	weld	PROPN
cana-2431	146	2	bead	bead	NOUN
cana-2431	146	3	no	no	INTJ
cana-2431	146	4	.	.	PUNCT
cana-2431	147	1	(	(	PUNCT
cana-2431	147	2	n	n	CCONJ
cana-2431	147	3	)	)	PUNCT
cana-2431	147	4	t	t	PROPN
cana-2431	147	5	(	(	PUNCT
cana-2431	147	6	min	min	NOUN
cana-2431	147	7	)	)	PUNCT
cana-2431	147	8	i	i	PRON
cana-2431	147	9	(	(	PUNCT
cana-2431	147	10	a	a	X
cana-2431	147	11	)	)	PUNCT
cana-2431	147	12	δi	δi	PROPN
cana-2431	147	13	(	(	PUNCT
cana-2431	147	14	a	a	X
cana-2431	147	15	)	)	PUNCT
cana-2431	147	16	afx	afx	NOUN
cana-2431	147	17	10	10	NUM
cana-2431	147	18	^	^	SYM
cana-2431	147	19	3	3	NUM
cana-2431	147	20	(	(	PUNCT
cana-2431	147	21	n	n	CCONJ
cana-2431	147	22	)	)	PUNCT
cana-2431	147	23	dwb	dwb	PROPN
cana-2431	147	24	(	(	PUNCT
cana-2431	147	25	mm	mm	NOUN
cana-2431	147	26	)	)	PUNCT
cana-2431	147	27	wwb	wwb	NOUN
cana-2431	147	28	(	(	PUNCT
cana-2431	147	29	mm	mm	NOUN
cana-2431	147	30	)	)	PUNCT
cana-2431	147	31	hwbi	hwbi	NOUN
cana-2431	147	32	(	(	PUNCT
cana-2431	147	33	mm	mm	PROPN
cana-2431	147	34	)	)	PUNCT
cana-2431	147	35	hwbi	hwbi	NOUN
cana-2431	147	36	total	total	NOUN
cana-2431	147	37	hwb	hwb	ADJ
cana-2431	147	38	1	1	NUM
cana-2431	147	39	1	1	NUM
cana-2431	147	40	5	5	NUM
cana-2431	147	41	190.5	190.5	NUM
cana-2431	147	42	0	0	NUM
cana-2431	147	43	12.35	12.35	NUM
cana-2431	147	44	1.28	1.28	NUM
cana-2431	147	45	3.81	3.81	NUM
cana-2431	147	46	2.7	2.7	NUM
cana-2431	147	47	0	0	NUM
cana-2431	147	48	2.7	2.7	NUM
cana-2431	147	49	2	2	NUM
cana-2431	147	50	1	1	NUM
cana-2431	147	51	10	10	NUM
cana-2431	147	52	174.2	174.2	NUM
cana-2431	147	53	16.3	16.3	NUM
cana-2431	147	54	11.71	11.71	NUM
cana-2431	147	55	1.03	1.03	NUM
cana-2431	147	56	3.06	3.06	NUM
cana-2431	147	57	3.43	3.43	NUM
cana-2431	147	58	0	0	NUM
cana-2431	147	59	3.43	3.43	NUM
cana-2431	147	60	3	3	NUM
cana-2431	147	61	1	1	NUM
cana-2431	147	62	15	15	NUM
cana-2431	147	63	180.8	180.8	NUM
cana-2431	147	64	6.6	6.6	NUM
cana-2431	147	65	11.95	11.95	NUM
cana-2431	147	66	1.34	1.34	NUM
cana-2431	147	67	3.99	3.99	NUM
cana-2431	147	68	3.05	3.05	NUM
cana-2431	147	69	0	0	NUM
cana-2431	147	70	3.05	3.05	NUM
cana-2431	147	71	4	4	NUM
cana-2431	147	72	1	1	NUM
cana-2431	147	73	20	20	NUM
cana-2431	147	74	186.4	186.4	NUM
cana-2431	147	75	5.6	5.6	NUM
cana-2431	147	76	12.15	12.15	NUM
cana-2431	147	77	1.52	1.52	NUM
cana-2431	147	78	4.53	4.53	NUM
cana-2431	147	79	2.53	2.53	NUM
cana-2431	147	80	0	0	NUM
cana-2431	147	81	2.53	2.53	NUM
cana-2431	147	82	5	5	NUM
cana-2431	147	83	1	1	NUM
cana-2431	147	84	25	25	NUM
cana-2431	147	85	191.9	191.9	NUM
cana-2431	147	86	5.5	5.5	NUM
cana-2431	147	87	12.36	12.36	NUM
cana-2431	147	88	1.75	1.75	NUM
cana-2431	147	89	5.22	5.22	NUM
cana-2431	147	90	2.72	2.72	NUM
cana-2431	147	91	0	0	NUM
cana-2431	147	92	2.72	2.72	NUM
cana-2431	147	93	6	6	NUM
cana-2431	147	94	1	1	NUM
cana-2431	147	95	30	30	NUM
cana-2431	147	96	197.3	197.3	NUM
cana-2431	147	97	5.4	5.4	NUM
cana-2431	147	98	12.57	12.57	NUM
cana-2431	147	99	1.98	1.98	NUM
cana-2431	147	100	5.91	5.91	NUM
cana-2431	147	101	2.35	2.35	NUM
cana-2431	147	102	0	0	NUM
cana-2431	147	103	2.35	2.35	NUM
cana-2431	147	104	7	7	NUM
cana-2431	147	105	2	2	NUM
cana-2431	147	106	35	35	NUM
cana-2431	147	107	191.5	191.5	NUM
cana-2431	147	108	5.8	5.8	NUM
cana-2431	147	109	12.35	12.35	NUM
cana-2431	147	110	1.3	1.3	NUM
cana-2431	147	111	3.87	3.87	NUM
cana-2431	147	112	3.02	3.02	NUM
cana-2431	147	113	2.7	2.7	NUM
cana-2431	147	114	5.72	5.72	NUM
cana-2431	147	115	8	8	NUM
cana-2431	147	116	2	2	NUM
cana-2431	147	117	40	40	NUM
cana-2431	147	118	175.4	175.4	NUM
cana-2431	147	119	16.1	16.1	NUM
cana-2431	147	120	11.76	11.76	NUM
cana-2431	147	121	1.06	1.06	NUM
cana-2431	147	122	3.15	3.15	NUM
cana-2431	147	123	2.75	2.75	NUM
cana-2431	147	124	3.43	3.43	NUM
cana-2431	147	125	6.18	6.18	NUM
cana-2431	147	126	9	9	NUM
cana-2431	147	127	2	2	NUM
cana-2431	147	128	45	45	NUM
cana-2431	147	129	179.9	179.9	NUM
cana-2431	147	130	4.5	4.5	NUM
cana-2431	147	131	11.92	11.92	NUM
cana-2431	147	132	1.32	1.32	NUM
cana-2431	147	133	3.93	3.93	NUM
cana-2431	147	134	2.66	2.66	NUM
cana-2431	147	135	3.05	3.05	NUM
cana-2431	147	136	5.71	5.71	NUM
cana-2431	147	137	10	10	NUM
cana-2431	147	138	2	2	NUM
cana-2431	147	139	50	50	NUM
cana-2431	147	140	186	186	NUM
cana-2431	147	141	6.1	6.1	NUM
cana-2431	147	142	12.14	12.14	NUM
cana-2431	147	143	1.55	1.55	NUM
cana-2431	147	144	4.62	4.62	NUM
cana-2431	147	145	2.7	2.7	NUM
cana-2431	147	146	2.53	2.53	NUM
cana-2431	147	147	5.23	5.23	NUM
cana-2431	147	148	11	11	NUM
cana-2431	147	149	2	2	NUM
cana-2431	147	150	55	55	NUM
cana-2431	147	151	193.2	193.2	NUM
cana-2431	147	152	7.2	7.2	NUM
cana-2431	147	153	12.41	12.41	NUM
cana-2431	147	154	1.76	1.76	NUM
cana-2431	147	155	5.25	5.25	NUM
cana-2431	147	156	1.98	1.98	NUM
cana-2431	147	157	2.72	2.72	NUM
cana-2431	147	158	4.7	4.7	NUM
cana-2431	147	159	12	12	NUM
cana-2431	147	160	2	2	NUM
cana-2431	147	161	60	60	NUM
cana-2431	147	162	198.3	198.3	NUM
cana-2431	147	163	5.1	5.1	NUM
cana-2431	147	164	12.61	12.61	NUM
cana-2431	147	165	2.01	2.01	NUM
cana-2431	147	166	6	6	NUM
cana-2431	147	167	2.02	2.02	NUM
cana-2431	147	168	2.35	2.35	NUM
cana-2431	147	169	4.37	4.37	NUM
cana-2431	147	170	13	13	NUM
cana-2431	147	171	3	3	NUM
cana-2431	147	172	65	65	NUM
cana-2431	147	173	191.2	191.2	NUM
cana-2431	147	174	7.1	7.1	NUM
cana-2431	147	175	12.34	12.34	NUM
cana-2431	147	176	1.33	1.33	NUM
cana-2431	147	177	3.96	3.96	NUM
cana-2431	147	178	2.31	2.31	NUM
cana-2431	147	179	5.4	5.4	NUM
cana-2431	147	180	7.71	7.71	NUM
cana-2431	147	181	14	14	NUM
cana-2431	147	182	3	3	NUM
cana-2431	147	183	70	70	NUM
cana-2431	147	184	173	173	NUM
cana-2431	147	185	18.2	18.2	NUM
cana-2431	147	186	11.67	11.67	NUM
cana-2431	147	187	1.1	1.1	NUM
cana-2431	147	188	3.27	3.27	NUM
cana-2431	147	189	3.29	3.29	NUM
cana-2431	147	190	6.86	6.86	NUM
cana-2431	147	191	10.15	10.15	NUM
cana-2431	147	192	15	15	NUM
cana-2431	147	193	3	3	NUM
cana-2431	147	194	75	75	NUM
cana-2431	147	195	183.2	183.2	NUM
cana-2431	147	196	10.2	10.2	NUM
cana-2431	147	197	12.04	12.04	NUM
cana-2431	147	198	1.31	1.31	NUM
cana-2431	147	199	3.9	3.9	NUM
cana-2431	147	200	3.22	3.22	NUM
cana-2431	147	201	6.1	6.1	NUM
cana-2431	147	202	9.32	9.32	NUM
cana-2431	147	203	16	16	NUM
cana-2431	147	204	3	3	NUM
cana-2431	147	205	80	80	NUM
cana-2431	147	206	185.8	185.8	NUM
cana-2431	147	207	2.6	2.6	NUM
cana-2431	147	208	12.13	12.13	NUM
cana-2431	147	209	1.54	1.54	NUM
cana-2431	147	210	4.59	4.59	NUM
cana-2431	147	211	2.02	2.02	NUM
cana-2431	147	212	5.06	5.06	NUM
cana-2431	147	213	7.08	7.08	NUM
cana-2431	147	214	17	17	NUM
cana-2431	147	215	3	3	NUM
cana-2431	147	216	85	85	NUM
cana-2431	147	217	194.1	194.1	NUM
cana-2431	147	218	8.3	8.3	NUM
cana-2431	147	219	12.15	12.15	NUM
cana-2431	147	220	1.8	1.8	NUM
cana-2431	147	221	5.37	5.37	NUM
cana-2431	147	222	2.83	2.83	NUM
cana-2431	147	223	5.44	5.44	NUM
cana-2431	147	224	8.27	8.27	NUM
cana-2431	147	225	18	18	NUM
cana-2431	147	226	3	3	NUM
cana-2431	147	227	90	90	NUM
cana-2431	147	228	198.6	198.6	NUM
cana-2431	147	229	4.5	4.5	NUM
cana-2431	147	230	12.14	12.14	NUM
cana-2431	147	231	2.03	2.03	NUM
cana-2431	147	232	6.06	6.06	NUM
cana-2431	147	233	2.06	2.06	NUM
cana-2431	147	234	4.7	4.7	NUM
cana-2431	147	235	6.76	6.76	NUM
cana-2431	147	236	19	19	NUM
cana-2431	147	237	4	4	NUM
cana-2431	147	238	95	95	NUM
cana-2431	147	239	192	192	NUM
cana-2431	147	240	6.6	6.6	NUM
cana-2431	147	241	12.17	12.17	NUM
cana-2431	147	242	1.32	1.32	NUM
cana-2431	147	243	3.93	3.93	NUM
cana-2431	147	244	3.88	3.88	NUM
cana-2431	147	245	9.28	9.28	NUM
cana-2431	147	246	13.16	13.16	NUM
cana-2431	147	247	20	20	NUM
cana-2431	147	248	4	4	NUM
cana-2431	147	249	100	100	NUM
cana-2431	147	250	173.7	173.7	NUM
cana-2431	147	251	18.3	18.3	NUM
cana-2431	147	252	12.18	12.18	NUM
cana-2431	147	253	1.13	1.13	NUM
cana-2431	147	254	3.36	3.36	NUM
cana-2431	147	255	3.03	3.03	NUM
cana-2431	147	256	9.89	9.89	NUM
cana-2431	147	257	12.92	12.92	NUM
cana-2431	147	258	21	21	NUM
cana-2431	147	259	4	4	NUM
cana-2431	147	260	105	105	NUM
cana-2431	147	261	184.1	184.1	NUM
cana-2431	147	262	10.4	10.4	NUM
cana-2431	147	263	12.18	12.18	NUM
cana-2431	147	264	1.34	1.34	NUM
cana-2431	147	265	3.99	3.99	NUM
cana-2431	147	266	2.97	2.97	NUM
cana-2431	147	267	9.07	9.07	NUM
cana-2431	147	268	12.04	12.04	NUM
cana-2431	147	269	22	22	NUM
cana-2431	147	270	4	4	NUM
cana-2431	147	271	110	110	NUM
cana-2431	147	272	185.3	185.3	NUM
cana-2431	147	273	1.2	1.2	NUM
cana-2431	147	274	12.17	12.17	NUM
cana-2431	147	275	1.62	1.62	NUM
cana-2431	147	276	4.83	4.83	NUM
cana-2431	147	277	3.13	3.13	NUM
cana-2431	147	278	8.19	8.19	NUM
cana-2431	147	279	11.32	11.32	NUM
cana-2431	147	280	23	23	NUM
cana-2431	147	281	4	4	NUM
cana-2431	147	282	115	115	NUM
cana-2431	147	283	192.4	192.4	NUM
cana-2431	147	284	7.1	7.1	NUM
cana-2431	147	285	12.15	12.15	NUM
cana-2431	147	286	1.82	1.82	NUM
cana-2431	147	287	5.43	5.43	NUM
cana-2431	147	288	2.19	2.19	NUM
cana-2431	147	289	7.63	7.63	NUM
cana-2431	147	290	9.82	9.82	NUM
cana-2431	147	291	24	24	NUM
cana-2431	147	292	4	4	NUM
cana-2431	147	293	120	120	NUM
cana-2431	147	294	196.5	196.5	NUM
cana-2431	147	295	4.1	4.1	NUM
cana-2431	147	296	12.14	12.14	NUM
cana-2431	147	297	2.14	2.14	NUM
cana-2431	147	298	6.39	6.39	NUM
cana-2431	147	299	2.14	2.14	NUM
cana-2431	147	300	6.84	6.84	NUM
cana-2431	147	301	8.98	8.98	NUM
cana-2431	147	302	25	25	NUM
cana-2431	147	303	5	5	NUM
cana-2431	147	304	125	125	NUM
cana-2431	147	305	188.8	188.8	NUM
cana-2431	147	306	7.7	7.7	NUM
cana-2431	147	307	12.16	12.16	NUM
cana-2431	147	308	1.4	1.4	NUM
cana-2431	147	309	4.17	4.17	NUM
cana-2431	147	310	1.78	1.78	NUM
cana-2431	147	311	5.28	5.28	NUM
cana-2431	147	312	7.06	7.06	NUM
cana-2431	147	313	26	26	NUM
cana-2431	147	314	5	5	NUM
cana-2431	147	315	130	130	NUM
cana-2431	147	316	172.7	172.7	NUM
cana-2431	147	317	16.1	16.1	NUM
cana-2431	147	318	12.17	12.17	NUM
cana-2431	147	319	1.14	1.14	NUM
cana-2431	147	320	3.39	3.39	NUM
cana-2431	147	321	3.2	3.2	NUM
cana-2431	147	322	4.17	4.17	NUM
cana-2431	147	323	7.37	7.37	NUM
cana-2431	147	324	27	27	NUM
cana-2431	147	325	5	5	NUM
cana-2431	147	326	135	135	NUM
cana-2431	147	327	182.3	182.3	NUM
cana-2431	147	328	9.6	9.6	NUM
cana-2431	147	329	12.18	12.18	NUM
cana-2431	147	330	1.4	1.4	NUM
cana-2431	147	331	4.17	4.17	NUM
cana-2431	147	332	2.78	2.78	NUM
cana-2431	147	333	4.37	4.37	NUM
cana-2431	147	334	7.15	7.15	NUM
cana-2431	147	335	28	28	NUM
cana-2431	147	336	5	5	NUM
cana-2431	147	337	140	140	NUM
cana-2431	147	338	188	188	NUM
cana-2431	147	339	5.7	5.7	NUM
cana-2431	147	340	12.16	12.16	NUM
cana-2431	147	341	1.61	1.61	NUM
cana-2431	147	342	4.8	4.8	NUM
cana-2431	147	343	3.35	3.35	NUM
cana-2431	147	344	4.74	4.74	NUM
cana-2431	147	345	8.09	8.09	NUM
cana-2431	147	346	29	29	NUM
cana-2431	147	347	5	5	NUM
cana-2431	147	348	145	145	NUM
cana-2431	147	349	191.7	191.7	NUM
cana-2431	147	350	3.7	3.7	NUM
cana-2431	147	351	12.13	12.13	NUM
cana-2431	147	352	1.82	1.82	NUM
cana-2431	147	353	5.43	5.43	NUM
cana-2431	147	354	2.92	2.92	NUM
cana-2431	147	355	4.01	4.01	NUM
cana-2431	147	356	6.93	6.93	NUM
cana-2431	147	357	30	30	NUM
cana-2431	147	358	5	5	NUM
cana-2431	147	359	150	150	NUM
cana-2431	147	360	197.5	197.5	NUM
cana-2431	147	361	5.8	5.8	NUM
cana-2431	147	362	12.12	12.12	NUM
cana-2431	147	363	2.14	2.14	NUM
cana-2431	147	364	6.39	6.39	NUM
cana-2431	147	365	3.15	3.15	NUM
cana-2431	147	366	4.28	4.28	NUM
cana-2431	147	367	7.43	7.43	NUM
cana-2431	147	368	31	31	NUM
cana-2431	147	369	6	6	NUM
cana-2431	147	370	155	155	NUM
cana-2431	147	371	191.2	191.2	NUM
cana-2431	147	372	6.3	6.3	NUM
cana-2431	147	373	12.15	12.15	NUM
cana-2431	147	374	1.38	1.38	NUM
cana-2431	147	375	4.11	4.11	NUM
cana-2431	147	376	2.91	2.91	NUM
cana-2431	147	377	3.16	3.16	NUM
cana-2431	147	378	6.07	6.07	NUM
cana-2431	147	379	32	32	NUM
cana-2431	147	380	6	6	NUM
cana-2431	147	381	160	160	NUM
cana-2431	147	382	175.4	175.4	NUM
cana-2431	147	383	15.8	15.8	NUM
cana-2431	147	384	12.16	12.16	NUM
cana-2431	147	385	1.14	1.14	NUM
cana-2431	147	386	3.39	3.39	NUM
cana-2431	147	387	3.03	3.03	NUM
cana-2431	147	388	8.31	8.31	NUM
cana-2431	147	389	11.34	11.34	NUM
cana-2431	147	390	33	33	NUM
cana-2431	147	391	6	6	NUM
cana-2431	147	392	165	165	NUM
cana-2431	147	393	181.6	181.6	NUM
cana-2431	147	394	6.2	6.2	NUM
cana-2431	147	395	12.16	12.16	NUM
cana-2431	147	396	1.4	1.4	NUM
cana-2431	147	397	4.17	4.17	NUM
cana-2431	147	398	2.42	2.42	NUM
cana-2431	147	399	6.59	6.59	NUM
cana-2431	147	400	9.01	9.01	NUM
cana-2431	147	401	34	34	NUM
cana-2431	147	402	6	6	NUM
cana-2431	147	403	170	170	NUM
cana-2431	147	404	187	187	NUM
cana-2431	147	405	5.4	5.4	NUM
cana-2431	147	406	12.16	12.16	NUM
cana-2431	147	407	1.65	1.65	NUM
cana-2431	147	408	4.92	4.92	NUM
cana-2431	147	409	1.39	1.39	NUM
cana-2431	147	410	5.76	5.76	NUM
cana-2431	147	411	7.15	7.15	NUM
cana-2431	147	412	35	35	NUM
cana-2431	147	413	6	6	NUM
cana-2431	147	414	175	175	NUM
cana-2431	147	415	192.8	192.8	NUM
cana-2431	147	416	5.8	5.8	NUM
cana-2431	147	417	12.16	12.16	NUM
cana-2431	147	418	1.83	1.83	NUM
cana-2431	147	419	5.46	5.46	NUM
cana-2431	147	420	1.63	1.63	NUM
cana-2431	147	421	6.37	6.37	NUM
cana-2431	147	422	8	8	NUM
cana-2431	147	423	36	36	NUM
cana-2431	147	424	6	6	NUM
cana-2431	147	425	180	180	NUM
cana-2431	147	426	195.6	195.6	NUM
cana-2431	147	427	2.8	2.8	NUM
cana-2431	147	428	12.16	12.16	NUM
cana-2431	147	429	2.15	2.15	NUM
cana-2431	147	430	6.42	6.42	NUM
cana-2431	147	431	2.16	2.16	NUM
cana-2431	147	432	6.17	6.17	NUM
cana-2431	147	433	8.33	8.33	NUM
cana-2431	147	434	communications	communication	NOUN
cana-2431	147	435	on	on	ADP
cana-2431	147	436	applied	apply	VERB
cana-2431	147	437	nonlinear	nonlinear	ADJ
cana-2431	147	438	analysis	analysis	NOUN
cana-2431	147	439	issn	issn	NOUN
cana-2431	147	440	:	:	PUNCT
cana-2431	147	441	1074	1074	NUM
cana-2431	147	442	-	-	PUNCT
cana-2431	147	443	133x	133x	NUM
cana-2431	147	444	vol	vol	NOUN
cana-2431	147	445	32	32	NUM
cana-2431	147	446	no	no	NOUN
cana-2431	147	447	.	.	PUNCT
cana-2431	148	1	2s	2s	NUM
cana-2431	148	2	(	(	PUNCT
cana-2431	148	3	2025	2025	NUM
cana-2431	148	4	)	)	PUNCT
cana-2431	148	5	417	417	NUM
cana-2431	148	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	148	7	37	37	NUM
cana-2431	148	8	7	7	NUM
cana-2431	148	9	185	185	NUM
cana-2431	148	10	193.1	193.1	NUM
cana-2431	148	11	2.5	2.5	NUM
cana-2431	148	12	12.16	12.16	NUM
cana-2431	148	13	1.44	1.44	NUM
cana-2431	148	14	4.29	4.29	NUM
cana-2431	148	15	2.52	2.52	NUM
cana-2431	148	16	5.68	5.68	NUM
cana-2431	148	17	8.2	8.2	NUM
cana-2431	148	18	38	38	NUM
cana-2431	148	19	7	7	NUM
cana-2431	148	20	190	190	NUM
cana-2431	148	21	173.3	173.3	NUM
cana-2431	148	22	19.8	19.8	NUM
cana-2431	148	23	12.15	12.15	NUM
cana-2431	148	24	1.18	1.18	NUM
cana-2431	148	25	3.51	3.51	NUM
cana-2431	148	26	2.63	2.63	NUM
cana-2431	148	27	10.94	10.94	NUM
cana-2431	148	28	13.57	13.57	NUM
cana-2431	148	29	39	39	NUM
cana-2431	148	30	7	7	NUM
cana-2431	148	31	195	195	NUM
cana-2431	148	32	183.7	183.7	NUM
cana-2431	148	33	10.4	10.4	NUM
cana-2431	148	34	12.15	12.15	NUM
cana-2431	148	35	1.43	1.43	NUM
cana-2431	148	36	4.26	4.26	NUM
cana-2431	148	37	2.63	2.63	NUM
cana-2431	148	38	9.22	9.22	NUM
cana-2431	148	39	11.85	11.85	NUM
cana-2431	148	40	40	40	NUM
cana-2431	148	41	7	7	NUM
cana-2431	148	42	200	200	NUM
cana-2431	148	43	185	185	NUM
cana-2431	148	44	1.3	1.3	NUM
cana-2431	148	45	12.15	12.15	NUM
cana-2431	148	46	1.67	1.67	NUM
cana-2431	148	47	4.98	4.98	NUM
cana-2431	148	48	2.91	2.91	NUM
cana-2431	148	49	8.67	8.67	NUM
cana-2431	148	50	11.58	11.58	NUM
cana-2431	148	51	41	41	NUM
cana-2431	148	52	7	7	NUM
cana-2431	148	53	205	205	NUM
cana-2431	148	54	193.8	193.8	NUM
cana-2431	148	55	8.8	8.8	NUM
cana-2431	148	56	12.15	12.15	NUM
cana-2431	148	57	1.83	1.83	NUM
cana-2431	148	58	5.46	5.46	NUM
cana-2431	148	59	3.51	3.51	NUM
cana-2431	148	60	9.88	9.88	NUM
cana-2431	148	61	13.39	13.39	NUM
cana-2431	148	62	42	42	NUM
cana-2431	148	63	7	7	NUM
cana-2431	148	64	210	210	NUM
cana-2431	148	65	196.4	196.4	NUM
cana-2431	148	66	2.6	2.6	NUM
cana-2431	148	67	12.15	12.15	NUM
cana-2431	148	68	2.15	2.15	NUM
cana-2431	148	69	6.42	6.42	NUM
cana-2431	148	70	2.02	2.02	NUM
cana-2431	148	71	8.19	8.19	NUM
cana-2431	148	72	10.21	10.21	NUM
cana-2431	148	73	43	43	NUM
cana-2431	148	74	8	8	NUM
cana-2431	148	75	215	215	NUM
cana-2431	148	76	189.5	189.5	NUM
cana-2431	148	77	6.9	6.9	NUM
cana-2431	148	78	12.15	12.15	NUM
cana-2431	148	79	1.5	1.5	NUM
cana-2431	148	80	4.47	4.47	NUM
cana-2431	148	81	2.92	2.92	NUM
cana-2431	148	82	8.6	8.6	NUM
cana-2431	148	83	11.52	11.52	NUM
cana-2431	148	84	44	44	NUM
cana-2431	148	85	8	8	NUM
cana-2431	148	86	220	220	NUM
cana-2431	148	87	176	176	NUM
cana-2431	148	88	13.5	13.5	NUM
cana-2431	148	89	12.15	12.15	NUM
cana-2431	148	90	1.18	1.18	NUM
cana-2431	148	91	3.51	3.51	NUM
cana-2431	148	92	4.37	4.37	NUM
cana-2431	148	93	15.31	15.31	NUM
cana-2431	148	94	19.68	19.68	NUM
cana-2431	148	95	45	45	NUM
cana-2431	148	96	8	8	NUM
cana-2431	148	97	225	225	NUM
cana-2431	148	98	179.7	179.7	NUM
cana-2431	148	99	3.7	3.7	NUM
cana-2431	148	100	12.15	12.15	NUM
cana-2431	148	101	1.41	1.41	NUM
cana-2431	148	102	4.2	4.2	NUM
cana-2431	148	103	2.65	2.65	NUM
cana-2431	148	104	11.87	11.87	NUM
cana-2431	148	105	14.52	14.52	NUM
cana-2431	148	106	46	46	NUM
cana-2431	148	107	8	8	NUM
cana-2431	148	108	230	230	NUM
cana-2431	148	109	187.3	187.3	NUM
cana-2431	148	110	7.6	7.6	NUM
cana-2431	148	111	12.15	12.15	NUM
cana-2431	148	112	1.67	1.67	NUM
cana-2431	148	113	4.98	4.98	NUM
cana-2431	148	114	3.23	3.23	NUM
cana-2431	148	115	11.9	11.9	NUM
cana-2431	148	116	15.13	15.13	NUM
cana-2431	148	117	47	47	NUM
cana-2431	148	118	8	8	NUM
cana-2431	148	119	235	235	NUM
cana-2431	148	120	194.2	194.2	NUM
cana-2431	148	121	6.9	6.9	NUM
cana-2431	148	122	12.15	12.15	NUM
cana-2431	148	123	1.84	1.84	NUM
cana-2431	148	124	5.49	5.49	NUM
cana-2431	148	125	1.75	1.75	NUM
cana-2431	148	126	11.63	11.63	NUM
cana-2431	148	127	13.38	13.38	NUM
cana-2431	148	128	48	48	NUM
cana-2431	148	129	8	8	NUM
cana-2431	148	130	240	240	NUM
cana-2431	148	131	199	199	NUM
cana-2431	148	132	4.8	4.8	NUM
cana-2431	148	133	12.15	12.15	NUM
cana-2431	148	134	2.16	2.16	NUM
cana-2431	148	135	6.45	6.45	NUM
cana-2431	148	136	1.11	1.11	NUM
cana-2431	148	137	9.3	9.3	NUM
cana-2431	148	138	10.41	10.41	NUM
cana-2431	148	139	49	49	NUM
cana-2431	148	140	9	9	NUM
cana-2431	148	141	245	245	NUM
cana-2431	148	142	192.1	192.1	NUM
cana-2431	148	143	6.9	6.9	NUM
cana-2431	148	144	12.15	12.15	NUM
cana-2431	148	145	1.55	1.55	NUM
cana-2431	148	146	4.62	4.62	NUM
cana-2431	148	147	3.47	3.47	NUM
cana-2431	148	148	12.07	12.07	NUM
cana-2431	148	149	15.54	15.54	NUM
cana-2431	148	150	50	50	NUM
cana-2431	148	151	9	9	NUM
cana-2431	148	152	250	250	NUM
cana-2431	148	153	171.4	171.4	NUM
cana-2431	148	154	20.7	20.7	NUM
cana-2431	148	155	12.15	12.15	NUM
cana-2431	148	156	1.22	1.22	NUM
cana-2431	148	157	3.63	3.63	NUM
cana-2431	148	158	3.1	3.1	NUM
cana-2431	148	159	18.41	18.41	NUM
cana-2431	148	160	21.51	21.51	NUM
cana-2431	148	161	51	51	NUM
cana-2431	148	162	9	9	NUM
cana-2431	148	163	255	255	NUM
cana-2431	148	164	181.9	181.9	NUM
cana-2431	148	165	10.5	10.5	NUM
cana-2431	148	166	12.15	12.15	NUM
cana-2431	148	167	1.47	1.47	NUM
cana-2431	148	168	4.38	4.38	NUM
cana-2431	148	169	2.94	2.94	NUM
cana-2431	148	170	14.81	14.81	NUM
cana-2431	148	171	17.75	17.75	NUM
cana-2431	148	172	52	52	NUM
cana-2431	148	173	9	9	NUM
cana-2431	148	174	260	260	NUM
cana-2431	148	175	184.5	184.5	NUM
cana-2431	148	176	2.6	2.6	NUM
cana-2431	148	177	12.15	12.15	NUM
cana-2431	148	178	1.72	1.72	NUM
cana-2431	148	179	5.13	5.13	NUM
cana-2431	148	180	1.91	1.91	NUM
cana-2431	148	181	13.81	13.81	NUM
cana-2431	148	182	15.72	15.72	NUM
cana-2431	148	183	53	53	NUM
cana-2431	148	184	9	9	NUM
cana-2431	148	185	265	265	NUM
cana-2431	148	186	194.7	194.7	NUM
cana-2431	148	187	10.2	10.2	NUM
cana-2431	148	188	12.15	12.15	NUM
cana-2431	148	189	1.86	1.86	NUM
cana-2431	148	190	5.55	5.55	NUM
cana-2431	148	191	2.85	2.85	NUM
cana-2431	148	192	14.48	14.48	NUM
cana-2431	148	193	17.33	17.33	NUM
cana-2431	148	194	54	54	NUM
cana-2431	148	195	9	9	NUM
cana-2431	148	196	270	270	NUM
cana-2431	148	197	198.4	198.4	NUM
cana-2431	148	198	3.7	3.7	NUM
cana-2431	148	199	12.15	12.15	NUM
cana-2431	148	200	2.16	2.16	NUM
cana-2431	148	201	6.45	6.45	NUM
cana-2431	148	202	3.41	3.41	NUM
cana-2431	148	203	12.71	12.71	NUM
cana-2431	148	204	16.12	16.12	NUM
cana-2431	148	205	55	55	NUM
cana-2431	148	206	10	10	NUM
cana-2431	148	207	275	275	NUM
cana-2431	148	208	190.5	190.5	NUM
cana-2431	148	209	7.9	7.9	NUM
cana-2431	148	210	12.15	12.15	NUM
cana-2431	148	211	1.58	1.58	NUM
cana-2431	148	212	4.71	4.71	NUM
cana-2431	148	213	2.33	2.33	NUM
cana-2431	148	214	14.4	14.4	NUM
cana-2431	148	215	16.73	16.73	NUM
cana-2431	148	216	56	56	NUM
cana-2431	148	217	10	10	NUM
cana-2431	148	218	280	280	NUM
cana-2431	148	219	174.2	174.2	NUM
cana-2431	148	220	16.3	16.3	NUM
cana-2431	148	221	12.15	12.15	NUM
cana-2431	148	222	1.22	1.22	NUM
cana-2431	148	223	3.63	3.63	NUM
cana-2431	148	224	2.64	2.64	NUM
cana-2431	148	225	21.05	21.05	NUM
cana-2431	148	226	23.69	23.69	NUM
cana-2431	148	227	57	57	NUM
cana-2431	148	228	10	10	NUM
cana-2431	148	229	285	285	NUM
cana-2431	148	230	180.8	180.8	NUM
cana-2431	148	231	6.6	6.6	NUM
cana-2431	148	232	12.15	12.15	NUM
cana-2431	148	233	1.51	1.51	NUM
cana-2431	148	234	4.5	4.5	NUM
cana-2431	148	235	3.22	3.22	NUM
cana-2431	148	236	18.03	18.03	NUM
cana-2431	148	237	21.25	21.25	NUM
cana-2431	148	238	58	58	NUM
cana-2431	148	239	10	10	NUM
cana-2431	148	240	290	290	NUM
cana-2431	148	241	186.4	186.4	NUM
cana-2431	148	242	5.6	5.6	NUM
cana-2431	148	243	12.15	12.15	NUM
cana-2431	148	244	1.73	1.73	NUM
cana-2431	148	245	5.16	5.16	NUM
cana-2431	148	246	3.16	3.16	NUM
cana-2431	148	247	16.97	16.97	NUM
cana-2431	148	248	20.13	20.13	NUM
cana-2431	148	249	59	59	NUM
cana-2431	148	250	10	10	NUM
cana-2431	148	251	295	295	NUM
cana-2431	148	252	192.1	192.1	NUM
cana-2431	148	253	5.7	5.7	NUM
cana-2431	148	254	12.15	12.15	NUM
cana-2431	148	255	1.88	1.88	NUM
cana-2431	148	256	5.61	5.61	NUM
cana-2431	148	257	2.43	2.43	NUM
cana-2431	148	258	16.91	16.91	NUM
cana-2431	148	259	19.34	19.34	NUM
cana-2431	148	260	60	60	NUM
cana-2431	148	261	10	10	NUM
cana-2431	148	262	300	300	NUM
cana-2431	148	263	197.3	197.3	NUM
cana-2431	148	264	5.2	5.2	NUM
cana-2431	148	265	12.15	12.15	NUM
cana-2431	148	266	2.16	2.16	NUM
cana-2431	148	267	6.45	6.45	NUM
cana-2431	148	268	2.07	2.07	NUM
cana-2431	148	269	14.78	14.78	NUM
cana-2431	148	270	16.85	16.85	NUM
cana-2431	148	271	61	61	NUM
cana-2431	148	272	11	11	NUM
cana-2431	148	273	305	305	NUM
cana-2431	148	274	184.5	184.5	NUM
cana-2431	148	275	12.8	12.8	NUM
cana-2431	148	276	12.15	12.15	NUM
cana-2431	148	277	1.78	1.78	NUM
cana-2431	148	278	5.31	5.31	NUM
cana-2431	148	279	3.47	3.47	NUM
cana-2431	148	280	17.87	17.87	NUM
cana-2431	148	281	21.34	21.34	NUM
cana-2431	148	282	62	62	NUM
cana-2431	148	283	11	11	NUM
cana-2431	148	284	310	310	NUM
cana-2431	148	285	194.7	194.7	NUM
cana-2431	148	286	10.2	10.2	NUM
cana-2431	148	287	12.15	12.15	NUM
cana-2431	148	288	1.24	1.24	NUM
cana-2431	148	289	3.69	3.69	NUM
cana-2431	148	290	3.1	3.1	NUM
cana-2431	148	291	24.15	24.15	NUM
cana-2431	148	292	27.25	27.25	NUM
cana-2431	148	293	63	63	NUM
cana-2431	148	294	11	11	NUM
cana-2431	148	295	315	315	NUM
cana-2431	148	296	198.4	198.4	NUM
cana-2431	148	297	3.7	3.7	NUM
cana-2431	148	298	12.15	12.15	NUM
cana-2431	148	299	1.53	1.53	NUM
cana-2431	148	300	4.56	4.56	NUM
cana-2431	148	301	2.94	2.94	NUM
cana-2431	148	302	20.97	20.97	NUM
cana-2431	148	303	23.91	23.91	NUM
cana-2431	148	304	64	64	NUM
cana-2431	148	305	11	11	NUM
cana-2431	148	306	320	320	NUM
cana-2431	148	307	190.5	190.5	NUM
cana-2431	148	308	7.9	7.9	NUM
cana-2431	148	309	12.15	12.15	NUM
cana-2431	148	310	1.74	1.74	NUM
cana-2431	148	311	5.19	5.19	NUM
cana-2431	148	312	1.91	1.91	NUM
cana-2431	148	313	18.88	18.88	NUM
cana-2431	148	314	20.79	20.79	NUM
cana-2431	148	315	65	65	NUM
cana-2431	148	316	11	11	NUM
cana-2431	148	317	325	325	NUM
cana-2431	148	318	174.2	174.2	NUM
cana-2431	148	319	16.3	16.3	NUM
cana-2431	148	320	12.15	12.15	NUM
cana-2431	148	321	1.89	1.89	NUM
cana-2431	148	322	5.64	5.64	NUM
cana-2431	148	323	2.85	2.85	NUM
cana-2431	148	324	19.76	19.76	NUM
cana-2431	148	325	22.61	22.61	NUM
cana-2431	148	326	66	66	NUM
cana-2431	148	327	11	11	NUM
cana-2431	148	328	330	330	NUM
cana-2431	148	329	180.8	180.8	NUM
cana-2431	148	330	6.6	6.6	NUM
cana-2431	148	331	12.15	12.15	NUM
cana-2431	148	332	2.34	2.34	NUM
cana-2431	148	333	6.99	6.99	NUM
cana-2431	148	334	3.41	3.41	NUM
cana-2431	148	335	18.19	18.19	NUM
cana-2431	148	336	21.6	21.6	NUM
cana-2431	148	337	67	67	NUM
cana-2431	148	338	12	12	NUM
cana-2431	148	339	335	335	NUM
cana-2431	148	340	186.4	186.4	NUM
cana-2431	148	341	5.6	5.6	NUM
cana-2431	148	342	12.15	12.15	NUM
cana-2431	148	343	1.8	1.8	NUM
cana-2431	148	344	5.37	5.37	NUM
cana-2431	148	345	2.33	2.33	NUM
cana-2431	148	346	20.2	20.2	NUM
cana-2431	148	347	22.53	22.53	NUM
cana-2431	148	348	68	68	NUM
cana-2431	148	349	12	12	NUM
cana-2431	148	350	340	340	NUM
cana-2431	148	351	192.1	192.1	NUM
cana-2431	148	352	5.7	5.7	NUM
cana-2431	148	353	12.15	12.15	NUM
cana-2431	148	354	1.26	1.26	NUM
cana-2431	148	355	3.75	3.75	NUM
cana-2431	148	356	2.64	2.64	NUM
cana-2431	148	357	26.79	26.79	NUM
cana-2431	148	358	29.43	29.43	NUM
cana-2431	148	359	69	69	NUM
cana-2431	148	360	12	12	NUM
cana-2431	148	361	345	345	NUM
cana-2431	148	362	197.3	197.3	NUM
cana-2431	148	363	5.2	5.2	NUM
cana-2431	148	364	12.15	12.15	NUM
cana-2431	148	365	1.55	1.55	NUM
cana-2431	148	366	4.62	4.62	NUM
cana-2431	148	367	3.22	3.22	NUM
cana-2431	148	368	24.19	24.19	NUM
cana-2431	148	369	27.41	27.41	NUM
cana-2431	148	370	70	70	NUM
cana-2431	148	371	12	12	NUM
cana-2431	148	372	350	350	NUM
cana-2431	148	373	189.5	189.5	NUM
cana-2431	148	374	7.8	7.8	NUM
cana-2431	148	375	12.15	12.15	NUM
cana-2431	148	376	1.76	1.76	NUM
cana-2431	148	377	5.25	5.25	NUM
cana-2431	148	378	3.16	3.16	NUM
cana-2431	148	379	22.04	22.04	NUM
cana-2431	148	380	25.2	25.2	NUM
cana-2431	148	381	71	71	NUM
cana-2431	148	382	12	12	NUM
cana-2431	148	383	355	355	NUM
cana-2431	148	384	176	176	NUM
cana-2431	148	385	13.5	13.5	NUM
cana-2431	148	386	12.15	12.15	NUM
cana-2431	148	387	1.91	1.91	NUM
cana-2431	148	388	5.7	5.7	NUM
cana-2431	148	389	2.43	2.43	NUM
cana-2431	148	390	22.19	22.19	NUM
cana-2431	148	391	24.62	24.62	NUM
cana-2431	148	392	72	72	NUM
cana-2431	148	393	12	12	NUM
cana-2431	148	394	360	360	NUM
cana-2431	148	395	179.7	179.7	NUM
cana-2431	148	396	3.7	3.7	NUM
cana-2431	148	397	12.15	12.15	NUM
cana-2431	148	398	2.36	2.36	NUM
cana-2431	148	399	6.82	6.82	NUM
cana-2431	148	400	2.07	2.07	NUM
cana-2431	148	401	20.26	20.26	NUM
cana-2431	148	402	22.33	22.33	NUM
cana-2431	148	403	2.1	2.1	NUM
cana-2431	148	404	.	.	PUNCT
cana-2431	149	1	validation	validation	NOUN
cana-2431	149	2	of	of	ADP
cana-2431	149	3	the	the	DET
cana-2431	149	4	proposed	propose	VERB
cana-2431	149	5	model	model	NOUN
cana-2431	149	6	:	:	PUNCT
cana-2431	149	7	to	to	PART
cana-2431	149	8	accurately	accurately	ADV
cana-2431	149	9	predict	predict	VERB
cana-2431	149	10	future	future	ADJ
cana-2431	149	11	trends	trend	NOUN
cana-2431	149	12	,	,	PUNCT
cana-2431	149	13	it	it	PRON
cana-2431	149	14	's	be	AUX
cana-2431	149	15	important	important	ADJ
cana-2431	149	16	to	to	PART
cana-2431	149	17	use	use	VERB
cana-2431	149	18	proper	proper	ADJ
cana-2431	149	19	testing	testing	NOUN
cana-2431	149	20	criteria	criterion	NOUN
cana-2431	149	21	after	after	ADP
cana-2431	149	22	estimating	estimate	VERB
cana-2431	149	23	outcomes	outcome	NOUN
cana-2431	149	24	using	use	VERB
cana-2431	149	25	competing	compete	VERB
cana-2431	149	26	models	model	NOUN
cana-2431	149	27	.	.	PUNCT
cana-2431	150	1	as	as	ADP
cana-2431	150	2	a	a	DET
cana-2431	150	3	result	result	NOUN
cana-2431	150	4	,	,	PUNCT
cana-2431	150	5	the	the	DET
cana-2431	150	6	testing	testing	NOUN
cana-2431	150	7	criteria	criterion	NOUN
cana-2431	150	8	should	should	AUX
cana-2431	150	9	be	be	AUX
cana-2431	150	10	able	able	ADJ
cana-2431	150	11	to	to	PART
cana-2431	150	12	detect	detect	VERB
cana-2431	150	13	the	the	DET
cana-2431	150	14	communications	communication	NOUN
cana-2431	150	15	on	on	ADP
cana-2431	150	16	applied	apply	VERB
cana-2431	150	17	nonlinear	nonlinear	ADJ
cana-2431	150	18	analysis	analysis	NOUN
cana-2431	150	19	issn	issn	NOUN
cana-2431	150	20	:	:	PUNCT
cana-2431	150	21	1074	1074	NUM
cana-2431	150	22	-	-	PUNCT
cana-2431	150	23	133x	133x	NUM
cana-2431	150	24	vol	vol	NOUN
cana-2431	150	25	32	32	NUM
cana-2431	150	26	no	no	NOUN
cana-2431	150	27	.	.	PUNCT
cana-2431	151	1	2s	2s	NUM
cana-2431	151	2	(	(	PUNCT
cana-2431	151	3	2025	2025	NUM
cana-2431	151	4	)	)	PUNCT
cana-2431	151	5	418	418	NUM
cana-2431	151	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	151	7	discrepancy	discrepancy	NOUN
cana-2431	151	8	between	between	ADP
cana-2431	151	9	real	real	ADJ
cana-2431	151	10	observations	observation	NOUN
cana-2431	151	11	and	and	CCONJ
cana-2431	151	12	estimated	estimated	ADJ
cana-2431	151	13	values	value	NOUN
cana-2431	151	14	.	.	PUNCT
cana-2431	152	1	this	this	DET
cana-2431	152	2	article	article	NOUN
cana-2431	152	3	uses	use	VERB
cana-2431	152	4	four	four	NUM
cana-2431	152	5	statistical	statistical	ADJ
cana-2431	152	6	assessment	assessment	NOUN
cana-2431	152	7	indicators	indicator	NOUN
cana-2431	152	8	:	:	PUNCT
cana-2431	152	9	mean	mean	VERB
cana-2431	152	10	absolute	absolute	ADJ
cana-2431	152	11	percentage	percentage	NOUN
cana-2431	152	12	error	error	NOUN
cana-2431	152	13	(	(	PUNCT
cana-2431	152	14	mape	mape	NOUN
cana-2431	152	15	)	)	PUNCT
cana-2431	152	16	,	,	PUNCT
cana-2431	152	17	and	and	CCONJ
cana-2431	152	18	root	root	NOUN
cana-2431	152	19	mean	mean	VERB
cana-2431	152	20	squared	square	VERB
cana-2431	152	21	error	error	NOUN
cana-2431	152	22	(	(	PUNCT
cana-2431	152	23	rmse	rmse	NOUN
cana-2431	152	24	)	)	PUNCT
cana-2431	152	25	,	,	PUNCT
cana-2431	152	26	and	and	CCONJ
cana-2431	152	27	mean	mean	VERB
cana-2431	152	28	absolute	absolute	ADJ
cana-2431	152	29	error	error	NOUN
cana-2431	152	30	(	(	PUNCT
cana-2431	152	31	mae	mae	PROPN
cana-2431	152	32	)	)	PUNCT
cana-2431	152	33	,	,	PUNCT
cana-2431	152	34	which	which	PRON
cana-2431	152	35	are	be	AUX
cana-2431	152	36	described	describe	VERB
cana-2431	152	37	below	below	ADP
cana-2431	152	38	.	.	PUNCT
cana-2431	153	1	mape	mape	NOUN
cana-2431	153	2	=	=	SYM
cana-2431	153	3	1	1	NUM
cana-2431	153	4	𝑛	𝑛	PRON
cana-2431	153	5	∑	∑	VERB
cana-2431	153	6	|	|	NUM
cana-2431	153	7	�	�	PROPN
cana-2431	153	8	̂	̂	VERB
cana-2431	153	9	�	�	PROPN
cana-2431	153	10	0(𝑘)−𝑥0(𝑘)|	0(𝑘)−𝑥0(𝑘)|	NUM
cana-2431	153	11	𝑥0(𝑘	𝑥0(𝑘	NUM
cana-2431	153	12	)	)	PUNCT
cana-2431	153	13	𝑋	𝑋	PROPN
cana-2431	153	14	100%𝑛	100%𝑛	NUM
cana-2431	153	15	𝑘=1	𝑘=1	NOUN
cana-2431	153	16	rmse	rmse	NOUN
cana-2431	154	1	=	=	SYM
cana-2431	154	2	√	√	PROPN
cana-2431	154	3	1	1	NUM
cana-2431	154	4	𝑛	𝑛	PRON
cana-2431	154	5	∑	∑	PROPN
cana-2431	154	6	(	(	PUNCT
cana-2431	154	7	�	�	NOUN
cana-2431	154	8	̂	̂	SYM
cana-2431	154	9	�	�	NOUN
cana-2431	154	10	0(𝑘	0(𝑘	NUM
cana-2431	154	11	)	)	PUNCT
cana-2431	154	12	−	−	PROPN
cana-2431	154	13	𝑥0(𝑘))2𝑛	𝑥0(𝑘))2𝑛	PROPN
cana-2431	154	14	𝑖=0	𝑖=0	PROPN
cana-2431	154	15	mae	mae	PROPN
cana-2431	154	16	=	=	PROPN
cana-2431	154	17	1	1	NUM
cana-2431	154	18	𝑛	𝑛	PROPN
cana-2431	154	19	∑	∑	PROPN
cana-2431	154	20	(	(	PUNCT
cana-2431	154	21	�	�	NOUN
cana-2431	154	22	̂	̂	SYM
cana-2431	154	23	�	�	NOUN
cana-2431	154	24	0(𝑘	0(𝑘	NUM
cana-2431	154	25	)	)	PUNCT
cana-2431	155	1	−	−	PROPN
cana-2431	155	2	𝑥0(𝑘))2𝑛	𝑥0(𝑘))2𝑛	PROPN
cana-2431	155	3	𝑘=0	𝑘=0	ADP
cana-2431	155	4	where	where	SCONJ
cana-2431	155	5	the	the	DET
cana-2431	155	6	𝑥(0)(𝑘	𝑥(0)(𝑘	NOUN
cana-2431	155	7	)	)	PUNCT
cana-2431	155	8	is	be	AUX
cana-2431	155	9	experimental	experimental	ADJ
cana-2431	155	10	value	value	NOUN
cana-2431	155	11	,	,	PUNCT
cana-2431	155	12	and	and	CCONJ
cana-2431	155	13	the	the	DET
cana-2431	155	14	̂	̂	PUNCT
cana-2431	155	15	𝑥(0)(𝑘	𝑥(0)(𝑘	NOUN
cana-2431	155	16	)	)	PUNCT
cana-2431	155	17	is	be	AUX
cana-2431	155	18	predicted	predict	VERB
cana-2431	155	19	value	value	NOUN
cana-2431	155	20	.	.	PUNCT
cana-2431	156	1	low	low	ADJ
cana-2431	156	2	values	value	NOUN
cana-2431	156	3	for	for	ADP
cana-2431	156	4	indicators	indicator	NOUN
cana-2431	156	5	indicate	indicate	VERB
cana-2431	156	6	better	well	ADJ
cana-2431	156	7	predicting	predict	VERB
cana-2431	156	8	ability	ability	NOUN
cana-2431	156	9	with	with	ADP
cana-2431	156	10	greater	great	ADJ
cana-2431	156	11	precision	precision	NOUN
cana-2431	156	12	.	.	PUNCT
cana-2431	157	1	table	table	NOUN
cana-2431	157	2	2	2	NUM
cana-2431	157	3	shows	show	VERB
cana-2431	157	4	the	the	DET
cana-2431	157	5	accuracy	accuracy	NOUN
cana-2431	157	6	levels	level	NOUN
cana-2431	157	7	calculated	calculate	VERB
cana-2431	157	8	using	use	VERB
cana-2431	157	9	mape	mape	NOUN
cana-2431	157	10	values	value	NOUN
cana-2431	157	11	.	.	PUNCT
cana-2431	158	1	3	3	X
cana-2431	158	2	.	.	NOUN
cana-2431	158	3	results	result	NOUN
cana-2431	158	4	and	and	CCONJ
cana-2431	158	5	discussions	discussion	NOUN
cana-2431	158	6	3.1	3.1	NUM
cana-2431	158	7	.	.	PUNCT
cana-2431	159	1	prediction	prediction	NOUN
cana-2431	159	2	of	of	ADP
cana-2431	159	3	hwb	hwb	PROPN
cana-2431	159	4	,	,	PUNCT
cana-2431	159	5	wwb	wwb	PROPN
cana-2431	159	6	,	,	PUNCT
cana-2431	159	7	dwb	dwb	PROPN
cana-2431	159	8	fig.3	fig.3	PROPN
cana-2431	159	9	describes	describe	VERB
cana-2431	159	10	the	the	DET
cana-2431	159	11	temporal	temporal	ADJ
cana-2431	159	12	evolution	evolution	NOUN
cana-2431	159	13	of	of	ADP
cana-2431	159	14	the	the	DET
cana-2431	159	15	measured	measured	ADJ
cana-2431	159	16	parameter	parameter	NOUN
cana-2431	159	17	"	"	PUNCT
cana-2431	159	18	hwb	hwb	PROPN
cana-2431	159	19	(	(	PUNCT
cana-2431	159	20	mm	mm	NOUN
cana-2431	159	21	)	)	PUNCT
cana-2431	159	22	"	"	PUNCT
cana-2431	159	23	for	for	ADP
cana-2431	159	24	12	12	NUM
cana-2431	159	25	distinct	distinct	ADJ
cana-2431	159	26	bead	bead	NOUN
cana-2431	159	27	categories	category	NOUN
cana-2431	159	28	(	(	PUNCT
cana-2431	159	29	bead-1	bead-1	NUM
cana-2431	159	30	to	to	ADP
cana-2431	159	31	bead-12	bead-12	NOUN
cana-2431	159	32	)	)	PUNCT
cana-2431	159	33	over	over	ADP
cana-2431	159	34	60	60	NUM
cana-2431	159	35	seconds	second	NOUN
cana-2431	159	36	.	.	PUNCT
cana-2431	160	1	the	the	DET
cana-2431	160	2	measurements	measurement	NOUN
cana-2431	160	3	were	be	AUX
cana-2431	160	4	recorded	record	VERB
cana-2431	160	5	at	at	ADP
cana-2431	160	6	5	5	NUM
cana-2431	160	7	-	-	PUNCT
cana-2431	160	8	econd	econd	NOUN
cana-2431	160	9	intervals	interval	NOUN
cana-2431	160	10	.	.	PUNCT
cana-2431	161	1	all	all	DET
cana-2431	161	2	bead	bead	NOUN
cana-2431	161	3	categories	category	NOUN
cana-2431	161	4	exhibit	exhibit	VERB
cana-2431	161	5	a	a	DET
cana-2431	161	6	progressive	progressive	ADJ
cana-2431	161	7	increase	increase	NOUN
cana-2431	161	8	in	in	ADP
cana-2431	161	9	hwb	hwb	ADJ
cana-2431	161	10	values	value	NOUN
cana-2431	161	11	with	with	ADP
cana-2431	161	12	time	time	NOUN
cana-2431	161	13	.	.	PUNCT
cana-2431	162	1	fig.3	fig.3	PROPN
cana-2431	162	2	.	.	PROPN
cana-2431	163	1	hwb	hwb	VERB
cana-2431	163	2	for	for	ADP
cana-2431	163	3	12	12	NUM
cana-2431	163	4	distinct	distinct	ADJ
cana-2431	163	5	bead	bead	NOUN
cana-2431	163	6	categories	category	NOUN
cana-2431	163	7	(	(	PUNCT
cana-2431	163	8	bead-1	bead-1	NUM
cana-2431	163	9	to	to	ADP
cana-2431	163	10	bead-12	bead-12	NOUN
cana-2431	163	11	)	)	PUNCT
cana-2431	163	12	over	over	ADP
cana-2431	163	13	a	a	DET
cana-2431	163	14	period	period	NOUN
cana-2431	163	15	of	of	ADP
cana-2431	163	16	60	60	NUM
cana-2431	163	17	seconds	second	NOUN
cana-2431	163	18	.	.	PUNCT
cana-2431	164	1	this	this	PRON
cana-2431	164	2	indicates	indicate	VERB
cana-2431	164	3	a	a	DET
cana-2431	164	4	dynamic	dynamic	ADJ
cana-2431	164	5	process	process	NOUN
cana-2431	164	6	influencing	influence	VERB
cana-2431	164	7	the	the	DET
cana-2431	164	8	bead	bead	NOUN
cana-2431	164	9	characteristic	characteristic	NOUN
cana-2431	164	10	,	,	PUNCT
cana-2431	164	11	such	such	ADJ
cana-2431	164	12	as	as	ADP
cana-2431	164	13	swelling	swell	VERB
cana-2431	164	14	,	,	PUNCT
cana-2431	164	15	growth	growth	NOUN
cana-2431	164	16	,	,	PUNCT
cana-2431	164	17	or	or	CCONJ
cana-2431	164	18	reaction	reaction	NOUN
cana-2431	164	19	to	to	ADP
cana-2431	164	20	an	an	DET
cana-2431	164	21	external	external	ADJ
cana-2431	164	22	stimulus	stimulus	NOUN
cana-2431	164	23	.	.	PUNCT
cana-2431	165	1	bead-12	bead-12	NOUN
cana-2431	165	2	consistently	consistently	ADV
cana-2431	165	3	shows	show	VERB
cana-2431	165	4	the	the	DET
cana-2431	165	5	highest	high	ADJ
cana-2431	165	6	hwb	hwb	ADJ
cana-2431	165	7	values	value	NOUN
cana-2431	165	8	across	across	ADP
cana-2431	165	9	all	all	DET
cana-2431	165	10	time	time	NOUN
cana-2431	165	11	points	point	NOUN
cana-2431	165	12	,	,	PUNCT
cana-2431	165	13	suggesting	suggest	VERB
cana-2431	165	14	either	either	CCONJ
cana-2431	165	15	a	a	DET
cana-2431	165	16	unique	unique	ADJ
cana-2431	165	17	composition	composition	NOUN
cana-2431	165	18	or	or	CCONJ
cana-2431	165	19	interaction	interaction	NOUN
cana-2431	165	20	compared	compare	VERB
cana-2431	165	21	to	to	ADP
cana-2431	165	22	other	other	ADJ
cana-2431	165	23	bead	bead	NOUN
cana-2431	165	24	types	type	NOUN
cana-2431	165	25	.	.	PUNCT
cana-2431	166	1	conversely	conversely	ADV
cana-2431	166	2	,	,	PUNCT
cana-2431	166	3	categories	category	NOUN
cana-2431	166	4	like	like	ADP
cana-2431	166	5	bead-1	bead-1	NUM
cana-2431	166	6	and	and	CCONJ
cana-2431	166	7	bead-2	bead-2	NUM
cana-2431	166	8	display	display	VERB
cana-2431	166	9	the	the	DET
cana-2431	166	10	lowest	low	ADJ
cana-2431	166	11	hwb	hwb	ADJ
cana-2431	166	12	values	value	NOUN
cana-2431	166	13	,	,	PUNCT
cana-2431	166	14	highlighting	highlight	VERB
cana-2431	166	15	a	a	DET
cana-2431	166	16	significant	significant	ADJ
cana-2431	166	17	disparity	disparity	NOUN
cana-2431	166	18	in	in	ADP
cana-2431	166	19	behaviour	behaviour	NOUN
cana-2431	166	20	or	or	CCONJ
cana-2431	166	21	properties	property	NOUN
cana-2431	166	22	.	.	PUNCT
cana-2431	167	1	fig.4	fig.4	PROPN
cana-2431	167	2	,	,	PUNCT
cana-2431	167	3	&	&	CCONJ
cana-2431	167	4	fig.5	fig.5	PROPN
cana-2431	167	5	,	,	PUNCT
cana-2431	167	6	reveal	reveal	VERB
cana-2431	167	7	the	the	DET
cana-2431	167	8	temporal	temporal	ADJ
cana-2431	167	9	progression	progression	NOUN
cana-2431	167	10	of	of	ADP
cana-2431	167	11	"	"	PUNCT
cana-2431	167	12	wwb	wwb	X
cana-2431	167	13	(	(	PUNCT
cana-2431	167	14	nm	nm	NOUN
cana-2431	167	15	)	)	PUNCT
cana-2431	167	16	"	"	PUNCT
cana-2431	167	17	values	value	NOUN
cana-2431	167	18	for	for	ADP
cana-2431	167	19	12	12	NUM
cana-2431	167	20	bead	bead	NOUN
cana-2431	167	21	categories	category	NOUN
cana-2431	167	22	(	(	PUNCT
cana-2431	167	23	bead1	bead1	VERB
cana-2431	167	24	to	to	ADP
cana-2431	167	25	bead-12	bead-12	NOUN
cana-2431	167	26	)	)	PUNCT
cana-2431	167	27	measured	measure	VERB
cana-2431	167	28	at	at	ADP
cana-2431	167	29	intervals	interval	NOUN
cana-2431	167	30	of	of	ADP
cana-2431	167	31	5	5	NUM
cana-2431	167	32	seconds	second	NOUN
cana-2431	167	33	,	,	PUNCT
cana-2431	167	34	spanning	span	VERB
cana-2431	167	35	a	a	DET
cana-2431	167	36	total	total	ADJ
cana-2431	167	37	duration	duration	NOUN
cana-2431	167	38	of	of	ADP
cana-2431	167	39	60	60	NUM
cana-2431	167	40	seconds	second	NOUN
cana-2431	167	41	.	.	PUNCT
cana-2431	168	1	the	the	DET
cana-2431	168	2	wwb	wwb	NOUN
cana-2431	168	3	values	value	VERB
cana-2431	168	4	for	for	ADP
cana-2431	168	5	all	all	DET
cana-2431	168	6	bead	bead	NOUN
cana-2431	168	7	categories	category	NOUN
cana-2431	168	8	exhibit	exhibit	VERB
cana-2431	168	9	a	a	DET
cana-2431	168	10	stepwise	stepwise	ADJ
cana-2431	168	11	increase	increase	NOUN
cana-2431	168	12	over	over	ADP
cana-2431	168	13	time	time	NOUN
cana-2431	168	14	,	,	PUNCT
cana-2431	168	15	indicating	indicate	VERB
cana-2431	168	16	a	a	DET
cana-2431	168	17	consistent	consistent	ADJ
cana-2431	168	18	growth	growth	NOUN
cana-2431	168	19	or	or	CCONJ
cana-2431	168	20	change	change	NOUN
cana-2431	168	21	in	in	ADP
cana-2431	168	22	the	the	DET
cana-2431	168	23	measured	measured	ADJ
cana-2431	168	24	parameter	parameter	NOUN
cana-2431	168	25	across	across	ADP
cana-2431	168	26	the	the	DET
cana-2431	168	27	60	60	NUM
cana-2431	168	28	-	-	PUNCT
cana-2431	168	29	second	second	NOUN
cana-2431	168	30	duration	duration	NOUN
cana-2431	168	31	.	.	PUNCT
cana-2431	169	1	this	this	PRON
cana-2431	169	2	could	could	AUX
cana-2431	169	3	reflect	reflect	VERB
cana-2431	169	4	a	a	DET
cana-2431	169	5	time	time	NOUN
cana-2431	169	6	-	-	PUNCT
cana-2431	169	7	dependent	dependent	ADJ
cana-2431	169	8	process	process	NOUN
cana-2431	169	9	,	,	PUNCT
cana-2431	169	10	such	such	ADJ
cana-2431	169	11	as	as	ADP
cana-2431	169	12	swelling	swell	VERB
cana-2431	169	13	,	,	PUNCT
cana-2431	169	14	absorption	absorption	NOUN
cana-2431	169	15	,	,	PUNCT
cana-2431	169	16	or	or	CCONJ
cana-2431	169	17	another	another	DET
cana-2431	169	18	reaction	reaction	NOUN
cana-2431	169	19	occurring	occur	VERB
cana-2431	169	20	in	in	ADP
cana-2431	169	21	the	the	DET
cana-2431	169	22	beads	bead	NOUN
cana-2431	169	23	.	.	PUNCT
cana-2431	170	1	although	although	SCONJ
cana-2431	170	2	all	all	PRON
cana-2431	170	3	beads	bead	VERB
cana-2431	170	4	communications	communication	NOUN
cana-2431	170	5	on	on	ADP
cana-2431	170	6	applied	apply	VERB
cana-2431	170	7	nonlinear	nonlinear	ADJ
cana-2431	170	8	analysis	analysis	NOUN
cana-2431	170	9	issn	issn	NOUN
cana-2431	170	10	:	:	PUNCT
cana-2431	170	11	1074	1074	NUM
cana-2431	170	12	-	-	PUNCT
cana-2431	170	13	133x	133x	NUM
cana-2431	170	14	vol	vol	NOUN
cana-2431	170	15	32	32	NUM
cana-2431	170	16	no	no	NOUN
cana-2431	170	17	.	.	PUNCT
cana-2431	171	1	2s	2s	NUM
cana-2431	171	2	(	(	PUNCT
cana-2431	171	3	2025	2025	NUM
cana-2431	171	4	)	)	PUNCT
cana-2431	171	5	419	419	NUM
cana-2431	171	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	171	7	follow	follow	VERB
cana-2431	171	8	a	a	DET
cana-2431	171	9	similar	similar	ADJ
cana-2431	171	10	overall	overall	ADJ
cana-2431	171	11	trend	trend	NOUN
cana-2431	171	12	,	,	PUNCT
cana-2431	171	13	slight	slight	ADJ
cana-2431	171	14	variations	variation	NOUN
cana-2431	171	15	are	be	AUX
cana-2431	171	16	observed	observe	VERB
cana-2431	171	17	among	among	ADP
cana-2431	171	18	different	different	ADJ
cana-2431	171	19	bead	bead	NOUN
cana-2431	171	20	categories	category	NOUN
cana-2431	171	21	:	:	PUNCT
cana-2431	171	22	bead12	bead12	PROPN
cana-2431	171	23	and	and	CCONJ
cana-2431	171	24	bead-6	bead-6	PUNCT
cana-2431	171	25	appear	appear	VERB
cana-2431	171	26	to	to	PART
cana-2431	171	27	have	have	VERB
cana-2431	171	28	the	the	DET
cana-2431	171	29	highest	high	ADJ
cana-2431	171	30	wwb	wwb	NOUN
cana-2431	171	31	values	value	NOUN
cana-2431	171	32	at	at	ADP
cana-2431	171	33	each	each	DET
cana-2431	171	34	time	time	NOUN
cana-2431	171	35	interval	interval	NOUN
cana-2431	171	36	.	.	PUNCT
cana-2431	172	1	bead-1	bead-1	NUM
cana-2431	172	2	and	and	CCONJ
cana-2431	172	3	bead-2	bead-2	NUM
cana-2431	172	4	show	show	VERB
cana-2431	172	5	relatively	relatively	ADV
cana-2431	172	6	lower	low	ADJ
cana-2431	172	7	wwb	wwb	X
cana-2431	172	8	values	value	NOUN
cana-2431	172	9	compared	compare	VERB
cana-2431	172	10	to	to	ADP
cana-2431	172	11	other	other	ADJ
cana-2431	172	12	groups	group	NOUN
cana-2431	172	13	,	,	PUNCT
cana-2431	172	14	suggesting	suggest	VERB
cana-2431	172	15	differing	differ	VERB
cana-2431	172	16	material	material	NOUN
cana-2431	172	17	properties	property	NOUN
cana-2431	172	18	or	or	CCONJ
cana-2431	172	19	responses	response	NOUN
cana-2431	172	20	to	to	ADP
cana-2431	172	21	the	the	DET
cana-2431	172	22	experimental	experimental	ADJ
cana-2431	172	23	conditions	condition	NOUN
cana-2431	172	24	.	.	PUNCT
cana-2431	173	1	fig.4	fig.4	PROPN
cana-2431	173	2	.	.	PROPN
cana-2431	173	3	wwb	wwb	PROPN
cana-2431	173	4	for	for	ADP
cana-2431	173	5	12	12	NUM
cana-2431	173	6	distinct	distinct	ADJ
cana-2431	173	7	bead	bead	NOUN
cana-2431	173	8	categories	category	NOUN
cana-2431	173	9	(	(	PUNCT
cana-2431	173	10	bead-1	bead-1	NUM
cana-2431	173	11	to	to	ADP
cana-2431	173	12	bead-12	bead-12	NOUN
cana-2431	173	13	)	)	PUNCT
cana-2431	173	14	over	over	ADP
cana-2431	173	15	a	a	DET
cana-2431	173	16	period	period	NOUN
cana-2431	173	17	of	of	ADP
cana-2431	173	18	60	60	NUM
cana-2431	173	19	seconds	second	NOUN
cana-2431	173	20	.	.	PUNCT
cana-2431	174	1	fig.5	fig.5	PROPN
cana-2431	174	2	.	.	PUNCT
cana-2431	175	1	dwb	dwb	PROPN
cana-2431	175	2	for	for	ADP
cana-2431	175	3	12	12	NUM
cana-2431	175	4	distinct	distinct	ADJ
cana-2431	175	5	bead	bead	NOUN
cana-2431	175	6	categories	category	NOUN
cana-2431	175	7	(	(	PUNCT
cana-2431	175	8	bead-1	bead-1	NUM
cana-2431	175	9	to	to	ADP
cana-2431	175	10	bead-12	bead-12	NOUN
cana-2431	175	11	)	)	PUNCT
cana-2431	175	12	over	over	ADP
cana-2431	175	13	a	a	DET
cana-2431	175	14	period	period	NOUN
cana-2431	175	15	of	of	ADP
cana-2431	175	16	60	60	NUM
cana-2431	175	17	seconds	second	NOUN
cana-2431	175	18	.	.	PUNCT
cana-2431	176	1	table.2	table.2	ADJ
cana-2431	176	2	experimental	experimental	ADJ
cana-2431	176	3	vs	vs	ADP
cana-2431	176	4	predicted	predict	VERB
cana-2431	176	5	errors	error	NOUN
cana-2431	176	6	phase	phase	NOUN
cana-2431	176	7	method	method	NOUN
cana-2431	176	8	dgm(1,1	dgm(1,1	PROPN
cana-2431	176	9	)	)	PUNCT
cana-2431	176	10	ogm(1,1	ogm(1,1	NUM
cana-2431	176	11	)	)	PUNCT
cana-2431	176	12	iaogm	iaogm	NOUN
cana-2431	176	13	(	(	PUNCT
cana-2431	176	14	1,1	1,1	NUM
cana-2431	176	15	)	)	PUNCT
cana-2431	176	16	mape	mape	NOUN
cana-2431	176	17	5.65	5.65	NUM
cana-2431	176	18	4.36	4.36	NUM
cana-2431	176	19	3.85	3.85	NUM
cana-2431	176	20	experimental	experimental	ADJ
cana-2431	176	21	rmse	rmse	NOUN
cana-2431	176	22	12.45	12.45	NUM
cana-2431	176	23	11.5	11.5	NUM
cana-2431	176	24	12.72	12.72	NUM
cana-2431	176	25	mae	mae	PROPN
cana-2431	176	26	17.23	17.23	NUM
cana-2431	176	27	18.34	18.34	NUM
cana-2431	176	28	18.56	18.56	NUM
cana-2431	176	29	mape	mape	NOUN
cana-2431	176	30	8.34	8.34	NUM
cana-2431	176	31	7.47	7.47	NUM
cana-2431	176	32	5.48	5.48	NUM
cana-2431	176	33	predicted	predict	VERB
cana-2431	176	34	rmse	rmse	PROPN
cana-2431	176	35	3.54	3.54	NUM
cana-2431	176	36	4.52	4.52	NUM
cana-2431	176	37	3.32	3.32	NUM
cana-2431	176	38	mae	mae	PROPN
cana-2431	176	39	6.45	6.45	NUM
cana-2431	176	40	5.74	5.74	NUM
cana-2431	176	41	7.56	7.56	NUM
cana-2431	176	42	communications	communication	NOUN
cana-2431	176	43	on	on	ADP
cana-2431	176	44	applied	apply	VERB
cana-2431	176	45	nonlinear	nonlinear	ADJ
cana-2431	176	46	analysis	analysis	NOUN
cana-2431	176	47	issn	issn	NOUN
cana-2431	176	48	:	:	PUNCT
cana-2431	176	49	1074	1074	NUM
cana-2431	176	50	-	-	PUNCT
cana-2431	176	51	133x	133x	NUM
cana-2431	176	52	vol	vol	NOUN
cana-2431	176	53	32	32	NUM
cana-2431	176	54	no	no	NOUN
cana-2431	176	55	.	.	PUNCT
cana-2431	177	1	2s	2s	NUM
cana-2431	177	2	(	(	PUNCT
cana-2431	177	3	2025	2025	NUM
cana-2431	177	4	)	)	PUNCT
cana-2431	177	5	420	420	NUM
cana-2431	177	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2431	177	7	fig.6	fig.6	PROPN
cana-2431	177	8	.	.	PUNCT
cana-2431	177	9	comparison	comparison	NOUN
cana-2431	177	10	of	of	ADP
cana-2431	177	11	experimental	experimental	ADJ
cana-2431	177	12	and	and	CCONJ
cana-2431	177	13	predicted	predict	VERB
cana-2431	177	14	methods	method	NOUN
cana-2431	177	15	dgm	dgm	PROPN
cana-2431	177	16	(	(	PUNCT
cana-2431	177	17	1,1	1,1	NUM
cana-2431	177	18	)	)	PUNCT
cana-2431	177	19	,	,	PUNCT
cana-2431	177	20	ogm	ogm	PROPN
cana-2431	177	21	(	(	PUNCT
cana-2431	177	22	1,1	1,1	NUM
cana-2431	177	23	)	)	PUNCT
cana-2431	177	24	,	,	PUNCT
cana-2431	177	25	and	and	CCONJ
cana-2431	177	26	iaogm	iaogm	PROPN
cana-2431	177	27	(	(	PUNCT
cana-2431	177	28	1,1)—using	1,1)—use	VERB
cana-2431	177	29	different	different	ADJ
cana-2431	177	30	error	error	NOUN
cana-2431	177	31	metrics	metric	NOUN
cana-2431	177	32	across	across	ADP
cana-2431	177	33	experimental	experimental	ADJ
cana-2431	177	34	and	and	CCONJ
cana-2431	177	35	predicted	predict	VERB
cana-2431	177	36	phases	phase	NOUN
cana-2431	177	37	.	.	PUNCT
cana-2431	178	1	in	in	ADP
cana-2431	178	2	the	the	DET
cana-2431	178	3	experimental	experimental	ADJ
cana-2431	178	4	phase	phase	NOUN
cana-2431	178	5	,	,	PUNCT
cana-2431	178	6	iaogm	iaogm	PROPN
cana-2431	178	7	(	(	PUNCT
cana-2431	178	8	1,1	1,1	NUM
cana-2431	178	9	)	)	PUNCT
cana-2431	178	10	outperforms	outperform	VERB
cana-2431	178	11	the	the	DET
cana-2431	178	12	other	other	ADJ
cana-2431	178	13	methods	method	NOUN
cana-2431	178	14	in	in	ADP
cana-2431	178	15	terms	term	NOUN
cana-2431	178	16	of	of	ADP
cana-2431	178	17	mean	mean	ADJ
cana-2431	178	18	absolute	absolute	ADJ
cana-2431	178	19	percentage	percentage	NOUN
cana-2431	178	20	error	error	NOUN
cana-2431	178	21	(	(	PUNCT
cana-2431	178	22	mape	mape	NOUN
cana-2431	178	23	)	)	PUNCT
cana-2431	178	24	with	with	ADP
cana-2431	178	25	the	the	DET
cana-2431	178	26	lowest	low	ADJ
cana-2431	178	27	value	value	NOUN
cana-2431	178	28	of	of	ADP
cana-2431	178	29	3.85	3.85	NUM
cana-2431	178	30	,	,	PUNCT
cana-2431	178	31	indicating	indicate	VERB
cana-2431	178	32	higher	high	ADJ
cana-2431	178	33	accuracy	accuracy	NOUN
cana-2431	178	34	.	.	PUNCT
cana-2431	179	1	however	however	ADV
cana-2431	179	2	,	,	PUNCT
cana-2431	179	3	ogm	ogm	PROPN
cana-2431	179	4	(	(	PUNCT
cana-2431	179	5	1,1	1,1	NUM
cana-2431	179	6	)	)	PUNCT
cana-2431	179	7	shows	show	VERB
cana-2431	179	8	the	the	DET
cana-2431	179	9	lowest	low	ADJ
cana-2431	179	10	root	root	NOUN
cana-2431	179	11	mean	mean	ADJ
cana-2431	179	12	square	square	ADJ
cana-2431	179	13	error	error	NOUN
cana-2431	179	14	(	(	PUNCT
cana-2431	179	15	rmse	rmse	NOUN
cana-2431	179	16	)	)	PUNCT
cana-2431	179	17	at	at	ADP
cana-2431	179	18	11.5	11.5	NUM
cana-2431	179	19	,	,	PUNCT
cana-2431	179	20	suggesting	suggest	VERB
cana-2431	179	21	slightly	slightly	ADV
cana-2431	179	22	better	well	ADJ
cana-2431	179	23	error	error	NOUN
cana-2431	179	24	consistency	consistency	NOUN
cana-2431	179	25	compared	compare	VERB
cana-2431	179	26	to	to	ADP
cana-2431	179	27	the	the	DET
cana-2431	179	28	others	other	NOUN
cana-2431	179	29	,	,	PUNCT
cana-2431	179	30	whereas	whereas	SCONJ
cana-2431	179	31	dgm	dgm	PROPN
cana-2431	179	32	(	(	PUNCT
cana-2431	179	33	1,1	1,1	NUM
cana-2431	179	34	)	)	PUNCT
cana-2431	179	35	achieves	achieve	VERB
cana-2431	179	36	the	the	DET
cana-2431	179	37	lowest	low	ADJ
cana-2431	179	38	mean	mean	ADJ
cana-2431	179	39	absolute	absolute	ADJ
cana-2431	179	40	error	error	NOUN
cana-2431	179	41	(	(	PUNCT
cana-2431	179	42	mae	mae	PROPN
cana-2431	179	43	)	)	PUNCT
cana-2431	179	44	at	at	ADP
cana-2431	179	45	17.23	17.23	NUM
cana-2431	179	46	.	.	PUNCT
cana-2431	180	1	for	for	ADP
cana-2431	180	2	the	the	DET
cana-2431	180	3	predicted	predict	VERB
cana-2431	180	4	phase	phase	NOUN
cana-2431	180	5	,	,	PUNCT
cana-2431	180	6	iaogm	iaogm	PROPN
cana-2431	180	7	(	(	PUNCT
cana-2431	180	8	1,1	1,1	NUM
cana-2431	180	9	)	)	PUNCT
cana-2431	180	10	again	again	ADV
cana-2431	180	11	demonstrates	demonstrate	VERB
cana-2431	180	12	superior	superior	ADJ
cana-2431	180	13	performance	performance	NOUN
cana-2431	180	14	with	with	ADP
cana-2431	180	15	the	the	DET
cana-2431	180	16	lowest	low	ADJ
cana-2431	180	17	mape	mape	NOUN
cana-2431	180	18	(	(	PUNCT
cana-2431	180	19	5.48	5.48	NUM
cana-2431	180	20	)	)	PUNCT
cana-2431	180	21	and	and	CCONJ
cana-2431	180	22	rmse	rmse	ADJ
cana-2431	180	23	(	(	PUNCT
cana-2431	180	24	3.32	3.32	NUM
cana-2431	180	25	)	)	PUNCT
cana-2431	180	26	,	,	PUNCT
cana-2431	180	27	highlighting	highlight	VERB
cana-2431	180	28	its	its	PRON
cana-2431	180	29	robust	robust	ADJ
cana-2431	180	30	forecasting	forecasting	NOUN
cana-2431	180	31	ability	ability	NOUN
cana-2431	180	32	.	.	PUNCT
cana-2431	181	1	however	however	ADV
cana-2431	181	2	,	,	PUNCT
cana-2431	181	3	ogm	ogm	PROPN
cana-2431	181	4	(	(	PUNCT
cana-2431	181	5	1,1	1,1	NUM
cana-2431	181	6	)	)	PUNCT
cana-2431	181	7	yields	yield	VERB
cana-2431	181	8	the	the	DET
cana-2431	181	9	lowest	low	ADJ
cana-2431	181	10	mae	mae	PROPN
cana-2431	181	11	(	(	PUNCT
cana-2431	181	12	5.74	5.74	NUM
cana-2431	181	13	)	)	PUNCT
cana-2431	181	14	in	in	ADP
cana-2431	181	15	this	this	DET
cana-2431	181	16	phase	phase	NOUN
cana-2431	181	17	,	,	PUNCT
cana-2431	181	18	slightly	slightly	ADV
cana-2431	181	19	edging	edge	VERB
cana-2431	181	20	out	out	ADP
cana-2431	181	21	the	the	DET
cana-2431	181	22	other	other	ADJ
cana-2431	181	23	methods	method	NOUN
cana-2431	181	24	in	in	ADP
cana-2431	181	25	absolute	absolute	ADJ
cana-2431	181	26	error	error	NOUN
cana-2431	181	27	terms	term	NOUN
cana-2431	181	28	.	.	PUNCT
cana-2431	182	1	overall	overall	ADJ
cana-2431	182	2	,	,	PUNCT
cana-2431	182	3	iaogm	iaogm	PROPN
cana-2431	182	4	(	(	PUNCT
cana-2431	182	5	1,1	1,1	NUM
cana-2431	182	6	)	)	PUNCT
cana-2431	182	7	shows	show	VERB
cana-2431	182	8	a	a	DET
cana-2431	182	9	balance	balance	NOUN
cana-2431	182	10	of	of	ADP
cana-2431	182	11	high	high	ADJ
cana-2431	182	12	accuracy	accuracy	NOUN
cana-2431	182	13	and	and	CCONJ
cana-2431	182	14	error	error	NOUN
cana-2431	182	15	consistency	consistency	NOUN
cana-2431	182	16	across	across	ADP
cana-2431	182	17	both	both	DET
cana-2431	182	18	phases	phase	NOUN
cana-2431	182	19	,	,	PUNCT
cana-2431	182	20	making	make	VERB
cana-2431	182	21	it	it	PRON
cana-2431	182	22	the	the	DET
cana-2431	182	23	most	most	ADV
cana-2431	182	24	reliable	reliable	ADJ
cana-2431	182	25	method	method	NOUN
cana-2431	182	26	among	among	ADP
cana-2431	182	27	the	the	DET
cana-2431	182	28	three	three	NUM
cana-2431	182	29	as	as	SCONJ
cana-2431	182	30	shown	show	VERB
cana-2431	182	31	in	in	ADP
cana-2431	182	32	fig.6	fig.6	PROPN
cana-2431	182	33	fig	fig	NOUN
cana-2431	182	34	.	.	PUNCT
cana-2431	183	1	7	7	X
cana-2431	183	2	.	.	NOUN
cana-2431	183	3	hwb	hwb	PROPN
cana-2431	183	4	prediction	prediction	NOUN
cana-2431	183	5	using	use	VERB
cana-2431	183	6	iaogm	iaogm	PROPN
cana-2431	183	7	the	the	DET
cana-2431	183	8	proposed	propose	VERB
cana-2431	183	9	iaogm	iaogm	NOUN
cana-2431	183	10	(	(	PUNCT
cana-2431	184	1	1	1	NUM
cana-2431	184	2	,	,	PUNCT
cana-2431	184	3	n	n	CCONJ
cana-2431	184	4	)	)	PUNCT
cana-2431	184	5	model	model	NOUN
cana-2431	184	6	successfully	successfully	ADV
cana-2431	184	7	monitors	monitor	VERB
cana-2431	184	8	the	the	DET
cana-2431	184	9	height	height	NOUN
cana-2431	184	10	of	of	ADP
cana-2431	184	11	the	the	DET
cana-2431	184	12	weld	weld	NOUN
cana-2431	184	13	beads	bead	NOUN
cana-2431	184	14	as	as	ADP
cana-2431	184	15	show	show	NOUN
cana-2431	184	16	shown	show	VERB
cana-2431	184	17	in	in	ADP
cana-2431	184	18	fig.7	fig.7	ADJ
cana-2431	184	19	that	that	SCONJ
cana-2431	184	20	deposits	deposit	NOUN
cana-2431	184	21	as	as	ADP
cana-2431	184	22	layer	layer	NOUN
cana-2431	184	23	by	by	ADP
cana-2431	184	24	layer	layer	NOUN
cana-2431	184	25	,	,	PUNCT
cana-2431	184	26	utilizing	utilize	VERB
cana-2431	184	27	real	real	ADJ
cana-2431	184	28	-	-	PUNCT
cana-2431	184	29	time	time	NOUN
cana-2431	184	30	data	datum	NOUN
cana-2431	184	31	to	to	PART
cana-2431	184	32	improve	improve	VERB
cana-2431	184	33	accuracy	accuracy	NOUN
cana-2431	184	34	.	.	PUNCT
cana-2431	185	1	4	4	X
cana-2431	185	2	.	.	X
cana-2431	185	3	conclusions	conclusion	NOUN
cana-2431	185	4	:	:	PUNCT
cana-2431	185	5	this	this	DET
cana-2431	185	6	study	study	NOUN
cana-2431	185	7	demonstrates	demonstrate	VERB
cana-2431	185	8	the	the	DET
cana-2431	185	9	effectiveness	effectiveness	NOUN
cana-2431	185	10	of	of	ADP
cana-2431	185	11	an	an	DET
cana-2431	185	12	improved	improved	ADJ
cana-2431	185	13	adaptive	adaptive	ADJ
cana-2431	185	14	optimized	optimize	VERB
cana-2431	185	15	grey	grey	NOUN
cana-2431	185	16	model	model	NOUN
cana-2431	185	17	(	(	PUNCT
cana-2431	185	18	iaogm	iaogm	PROPN
cana-2431	185	19	)	)	PUNCT
cana-2431	185	20	for	for	ADP
cana-2431	185	21	real	real	ADJ
cana-2431	185	22	-	-	PUNCT
cana-2431	185	23	time	time	NOUN
cana-2431	185	24	monitoring	monitoring	NOUN
cana-2431	185	25	and	and	CCONJ
cana-2431	185	26	prediction	prediction	NOUN
cana-2431	185	27	of	of	ADP
cana-2431	185	28	weld	weld	NOUN
cana-2431	185	29	bead	bead	NOUN
cana-2431	185	30	shape	shape	NOUN
cana-2431	185	31	in	in	ADP
cana-2431	185	32	the	the	DET
cana-2431	185	33	waam	waam	NOUN
cana-2431	185	34	(	(	PUNCT
cana-2431	185	35	wire	wire	NOUN
cana-2431	185	36	arc	arc	NOUN
cana-2431	185	37	additive	additive	ADJ
cana-2431	185	38	manufacturing	manufacturing	NOUN
cana-2431	185	39	)	)	PUNCT
cana-2431	185	40	process	process	NOUN
cana-2431	185	41	using	use	VERB
cana-2431	185	42	directed	direct	VERB
cana-2431	185	43	energy	energy	NOUN
cana-2431	185	44	deposition	deposition	NOUN
cana-2431	185	45	.	.	PUNCT
cana-2431	186	1	from	from	ADP
cana-2431	186	2	the	the	DET
cana-2431	186	3	study	study	NOUN
cana-2431	186	4	,	,	PUNCT
cana-2431	186	5	the	the	DET
cana-2431	186	6	following	follow	VERB
cana-2431	186	7	conclusions	conclusion	NOUN
cana-2431	186	8	have	have	AUX
cana-2431	186	9	been	be	AUX
cana-2431	186	10	derived	derive	VERB
cana-2431	186	11	.	.	PUNCT
cana-2431	187	1	communications	communication	NOUN
cana-2431	187	2	on	on	ADP
cana-2431	187	3	applied	apply	VERB
cana-2431	187	4	nonlinear	nonlinear	ADJ
cana-2431	187	5	analysis	analysis	NOUN
cana-2431	187	6	issn	issn	NOUN
cana-2431	187	7	:	:	PUNCT
cana-2431	187	8	1074	1074	NUM
cana-2431	187	9	-	-	PUNCT
cana-2431	187	10	133x	133x	NUM
cana-2431	187	11	vol	vol	NOUN
cana-2431	187	12	32	32	NUM
cana-2431	187	13	no	no	NOUN
cana-2431	187	14	.	.	PUNCT
cana-2431	188	1	2s	2s	NUM
cana-2431	188	2	(	(	PUNCT
cana-2431	188	3	2025	2025	NUM
cana-2431	188	4	)	)	PUNCT
cana-2431	188	5	421	421	NUM
cana-2431	188	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	188	7	1	1	X
cana-2431	188	8	.	.	PUNCT
cana-2431	189	1	the	the	DET
cana-2431	189	2	developed	develop	VERB
cana-2431	189	3	iaogm	iaogm	NOUN
cana-2431	189	4	(	(	PUNCT
cana-2431	189	5	1	1	NUM
cana-2431	189	6	,	,	PUNCT
cana-2431	189	7	n	n	CCONJ
cana-2431	189	8	)	)	PUNCT
cana-2431	189	9	model	model	NOUN
cana-2431	189	10	successfully	successfully	ADV
cana-2431	189	11	monitored	monitor	VERB
cana-2431	189	12	the	the	DET
cana-2431	189	13	height	height	NOUN
cana-2431	189	14	and	and	CCONJ
cana-2431	189	15	depth	depth	NOUN
cana-2431	189	16	of	of	ADP
cana-2431	189	17	metal	metal	NOUN
cana-2431	189	18	deposits	deposit	NOUN
cana-2431	189	19	layer	layer	NOUN
cana-2431	189	20	by	by	ADP
cana-2431	189	21	layer	layer	NOUN
cana-2431	189	22	,	,	PUNCT
cana-2431	189	23	leveraging	leverage	VERB
cana-2431	189	24	real	real	ADJ
cana-2431	189	25	-	-	PUNCT
cana-2431	189	26	time	time	NOUN
cana-2431	189	27	data	datum	NOUN
cana-2431	189	28	updates	update	VERB
cana-2431	189	29	to	to	PART
cana-2431	189	30	improve	improve	VERB
cana-2431	189	31	prediction	prediction	NOUN
cana-2431	189	32	accuracy	accuracy	NOUN
cana-2431	189	33	.	.	PUNCT
cana-2431	190	1	experimental	experimental	ADJ
cana-2431	190	2	results	result	NOUN
cana-2431	190	3	validated	validate	VERB
cana-2431	190	4	the	the	DET
cana-2431	190	5	model	model	NOUN
cana-2431	190	6	's	's	PART
cana-2431	190	7	ability	ability	NOUN
cana-2431	190	8	to	to	PART
cana-2431	190	9	provide	provide	VERB
cana-2431	190	10	reliable	reliable	ADJ
cana-2431	190	11	predictions	prediction	NOUN
cana-2431	190	12	,	,	PUNCT
cana-2431	190	13	with	with	ADP
cana-2431	190	14	the	the	DET
cana-2431	190	15	best	good	ADJ
cana-2431	190	16	performance	performance	NOUN
cana-2431	190	17	achieved	achieve	VERB
cana-2431	190	18	in	in	ADP
cana-2431	190	19	the	the	DET
cana-2431	190	20	predicted	predict	VERB
cana-2431	190	21	phase	phase	NOUN
cana-2431	190	22	,	,	PUNCT
cana-2431	190	23	where	where	SCONJ
cana-2431	190	24	mape	mape	NOUN
cana-2431	190	25	,	,	PUNCT
cana-2431	190	26	rmse	rmse	NOUN
cana-2431	190	27	,	,	PUNCT
cana-2431	190	28	and	and	CCONJ
cana-2431	190	29	mae	mae	PROPN
cana-2431	190	30	values	value	NOUN
cana-2431	190	31	were	be	AUX
cana-2431	190	32	5.48	5.48	NUM
cana-2431	190	33	,	,	PUNCT
cana-2431	190	34	3.32	3.32	NUM
cana-2431	190	35	,	,	PUNCT
cana-2431	190	36	and	and	CCONJ
cana-2431	190	37	7.56	7.56	NUM
cana-2431	190	38	,	,	PUNCT
cana-2431	190	39	respectively	respectively	ADV
cana-2431	190	40	,	,	PUNCT
cana-2431	190	41	demonstrating	demonstrate	VERB
cana-2431	190	42	superior	superior	ADJ
cana-2431	190	43	accuracy	accuracy	NOUN
cana-2431	190	44	compared	compare	VERB
cana-2431	190	45	to	to	ADP
cana-2431	190	46	other	other	ADJ
cana-2431	190	47	forecasting	forecasting	NOUN
cana-2431	190	48	methods	method	NOUN
cana-2431	190	49	like	like	ADP
cana-2431	190	50	dgm	dgm	PROPN
cana-2431	190	51	(	(	PUNCT
cana-2431	190	52	1,1	1,1	NUM
cana-2431	190	53	)	)	PUNCT
cana-2431	190	54	and	and	CCONJ
cana-2431	190	55	ogm	ogm	PROPN
cana-2431	190	56	(	(	PUNCT
cana-2431	190	57	1,1	1,1	NUM
cana-2431	190	58	)	)	PUNCT
cana-2431	190	59	.	.	PUNCT
cana-2431	191	1	2	2	X
cana-2431	191	2	.	.	X
cana-2431	191	3	the	the	DET
cana-2431	191	4	analysis	analysis	NOUN
cana-2431	191	5	of	of	ADP
cana-2431	191	6	the	the	DET
cana-2431	191	7	provided	provide	VERB
cana-2431	191	8	graphs	graph	NOUN
cana-2431	191	9	further	far	ADV
cana-2431	191	10	substantiates	substantiate	VERB
cana-2431	191	11	these	these	DET
cana-2431	191	12	findings	finding	NOUN
cana-2431	191	13	.	.	PUNCT
cana-2431	192	1	the	the	DET
cana-2431	192	2	wwb	wwb	PROPN
cana-2431	192	3	(	(	PUNCT
cana-2431	192	4	nm	nm	NOUN
cana-2431	192	5	)	)	PUNCT
cana-2431	192	6	and	and	CCONJ
cana-2431	192	7	hwb	hwb	PROPN
cana-2431	192	8	(	(	PUNCT
cana-2431	192	9	nm	nm	NOUN
cana-2431	192	10	)	)	PUNCT
cana-2431	192	11	trends	trend	NOUN
cana-2431	192	12	highlighted	highlight	VERB
cana-2431	192	13	the	the	DET
cana-2431	192	14	temporal	temporal	ADJ
cana-2431	192	15	changes	change	NOUN
cana-2431	192	16	in	in	ADP
cana-2431	192	17	weld	weld	NOUN
cana-2431	192	18	bead	bead	NOUN
cana-2431	192	19	parameters	parameter	NOUN
cana-2431	192	20	,	,	PUNCT
cana-2431	192	21	illustrating	illustrate	VERB
cana-2431	192	22	how	how	SCONJ
cana-2431	192	23	process	process	NOUN
cana-2431	192	24	conditions	condition	NOUN
cana-2431	192	25	such	such	ADJ
cana-2431	192	26	as	as	ADP
cana-2431	192	27	time	time	NOUN
cana-2431	192	28	,	,	PUNCT
cana-2431	192	29	current	current	ADJ
cana-2431	192	30	,	,	PUNCT
cana-2431	192	31	and	and	CCONJ
cana-2431	192	32	arc	arc	NOUN
cana-2431	192	33	force	force	NOUN
cana-2431	192	34	significantly	significantly	ADV
cana-2431	192	35	influence	influence	VERB
cana-2431	192	36	bead	bead	NOUN
cana-2431	192	37	dimensions	dimension	NOUN
cana-2431	192	38	.	.	PUNCT
cana-2431	193	1	3	3	X
cana-2431	193	2	.	.	X
cana-2431	193	3	the	the	DET
cana-2431	193	4	iaogm	iaogm	NOUN
cana-2431	193	5	(	(	PUNCT
cana-2431	193	6	1	1	NUM
cana-2431	193	7	,	,	PUNCT
cana-2431	193	8	n	n	CCONJ
cana-2431	193	9	)	)	PUNCT
cana-2431	193	10	's	's	PART
cana-2431	193	11	ability	ability	NOUN
cana-2431	193	12	to	to	PART
cana-2431	193	13	incorporate	incorporate	VERB
cana-2431	193	14	these	these	DET
cana-2431	193	15	factors	factor	NOUN
cana-2431	193	16	into	into	ADP
cana-2431	193	17	its	its	PRON
cana-2431	193	18	predictive	predictive	ADJ
cana-2431	193	19	framework	framework	NOUN
cana-2431	193	20	allowed	allow	VERB
cana-2431	193	21	for	for	ADP
cana-2431	193	22	precise	precise	ADJ
cana-2431	193	23	estimation	estimation	NOUN
cana-2431	193	24	of	of	ADP
cana-2431	193	25	weld	weld	NOUN
cana-2431	193	26	bead	bead	NOUN
cana-2431	193	27	characteristics	characteristic	NOUN
cana-2431	193	28	,	,	PUNCT
cana-2431	193	29	as	as	SCONJ
cana-2431	193	30	demonstrated	demonstrate	VERB
cana-2431	193	31	by	by	ADP
cana-2431	193	32	the	the	DET
cana-2431	193	33	low	low	ADJ
cana-2431	193	34	error	error	NOUN
cana-2431	193	35	margins	margin	NOUN
cana-2431	193	36	observed	observe	VERB
cana-2431	193	37	across	across	ADP
cana-2431	193	38	all	all	DET
cana-2431	193	39	metrics	metric	NOUN
cana-2431	193	40	.	.	PUNCT
cana-2431	194	1	4	4	X
cana-2431	194	2	.	.	X
cana-2431	194	3	the	the	DET
cana-2431	194	4	integration	integration	NOUN
cana-2431	194	5	of	of	ADP
cana-2431	194	6	this	this	DET
cana-2431	194	7	model	model	NOUN
cana-2431	194	8	with	with	ADP
cana-2431	194	9	waam	waam	NOUN
cana-2431	194	10	processes	process	NOUN
cana-2431	194	11	enables	enable	VERB
cana-2431	194	12	manufacturers	manufacturer	NOUN
cana-2431	194	13	to	to	PART
cana-2431	194	14	effectively	effectively	ADV
cana-2431	194	15	regulate	regulate	VERB
cana-2431	194	16	metal	metal	NOUN
cana-2431	194	17	deposition	deposition	NOUN
cana-2431	194	18	in	in	ADP
cana-2431	194	19	real	real	ADJ
cana-2431	194	20	time	time	NOUN
cana-2431	194	21	,	,	PUNCT
cana-2431	194	22	reducing	reduce	VERB
cana-2431	194	23	reliance	reliance	NOUN
cana-2431	194	24	on	on	ADP
cana-2431	194	25	extensive	extensive	ADJ
cana-2431	194	26	training	training	NOUN
cana-2431	194	27	data	datum	NOUN
cana-2431	194	28	and	and	CCONJ
cana-2431	194	29	manual	manual	ADJ
cana-2431	194	30	intervention	intervention	NOUN
cana-2431	194	31	.	.	PUNCT
cana-2431	195	1	this	this	DET
cana-2431	195	2	approach	approach	NOUN
cana-2431	195	3	not	not	PART
cana-2431	195	4	only	only	ADV
cana-2431	195	5	ensures	ensure	VERB
cana-2431	195	6	optimal	optimal	ADJ
cana-2431	195	7	weld	weld	NOUN
cana-2431	195	8	bead	bead	NOUN
cana-2431	195	9	quality	quality	NOUN
cana-2431	195	10	but	but	CCONJ
cana-2431	195	11	also	also	ADV
cana-2431	195	12	provides	provide	VERB
cana-2431	195	13	a	a	DET
cana-2431	195	14	scalable	scalable	ADJ
cana-2431	195	15	solution	solution	NOUN
cana-2431	195	16	for	for	ADP
cana-2431	195	17	future	future	ADJ
cana-2431	195	18	applications	application	NOUN
cana-2431	195	19	in	in	ADP
cana-2431	195	20	additive	additive	ADJ
cana-2431	195	21	manufacturing	manufacturing	NOUN
cana-2431	195	22	,	,	PUNCT
cana-2431	195	23	where	where	SCONJ
cana-2431	195	24	precision	precision	NOUN
cana-2431	195	25	and	and	CCONJ
cana-2431	195	26	adaptability	adaptability	NOUN
cana-2431	195	27	are	be	AUX
cana-2431	195	28	critical	critical	ADJ
cana-2431	195	29	.	.	PUNCT
cana-2431	196	1	5	5	X
cana-2431	196	2	.	.	PUNCT
cana-2431	196	3	by	by	ADP
cana-2431	196	4	continually	continually	ADV
cana-2431	196	5	updating	update	VERB
cana-2431	196	6	training	training	NOUN
cana-2431	196	7	data	datum	NOUN
cana-2431	196	8	and	and	CCONJ
cana-2431	196	9	considering	consider	VERB
cana-2431	196	10	parameter	parameter	NOUN
cana-2431	196	11	interdependencies	interdependency	NOUN
cana-2431	196	12	,	,	PUNCT
cana-2431	196	13	the	the	DET
cana-2431	196	14	iaogm	iaogm	NOUN
cana-2431	196	15	(	(	PUNCT
cana-2431	196	16	1	1	NUM
cana-2431	196	17	,	,	PUNCT
cana-2431	196	18	n	n	CCONJ
cana-2431	196	19	)	)	PUNCT
cana-2431	196	20	framework	framework	NOUN
cana-2431	196	21	presents	present	VERB
cana-2431	196	22	a	a	DET
cana-2431	196	23	significant	significant	ADJ
cana-2431	196	24	advancement	advancement	NOUN
cana-2431	196	25	in	in	ADP
cana-2431	196	26	achieving	achieve	VERB
cana-2431	196	27	desired	desire	VERB
cana-2431	196	28	weld	weld	NOUN
cana-2431	196	29	bead	bead	NOUN
cana-2431	196	30	dimensions	dimension	NOUN
cana-2431	196	31	,	,	PUNCT
cana-2431	196	32	paving	pave	VERB
cana-2431	196	33	the	the	DET
cana-2431	196	34	way	way	NOUN
cana-2431	196	35	for	for	ADP
cana-2431	196	36	more	more	ADV
cana-2431	196	37	efficient	efficient	ADJ
cana-2431	196	38	and	and	CCONJ
cana-2431	196	39	reliable	reliable	ADJ
cana-2431	196	40	waam	waam	NOUN
cana-2431	196	41	processes	process	NOUN
cana-2431	196	42	.	.	PUNCT
cana-2431	197	1	references	reference	NOUN
cana-2431	197	2	[	[	X
cana-2431	197	3	1	1	NUM
cana-2431	197	4	]	]	PUNCT
cana-2431	198	1	p.	p.	NOUN
cana-2431	198	2	k.	k.	PROPN
cana-2431	199	1	r.	r.	PROPN
cana-2431	199	2	maddikunta	maddikunta	PROPN
cana-2431	199	3	et	et	PROPN
cana-2431	199	4	al	al	PROPN
cana-2431	199	5	.	.	PROPN
cana-2431	199	6	,	,	PUNCT
cana-2431	199	7	“	"	PUNCT
cana-2431	199	8	industry	industry	NOUN
cana-2431	199	9	5.0	5.0	NUM
cana-2431	199	10	:	:	PUNCT
cana-2431	199	11	a	a	DET
cana-2431	199	12	survey	survey	NOUN
cana-2431	199	13	on	on	ADP
cana-2431	199	14	enabling	enable	VERB
cana-2431	199	15	technologies	technology	NOUN
cana-2431	199	16	and	and	CCONJ
cana-2431	199	17	potential	potential	ADJ
cana-2431	199	18	applications	application	NOUN
cana-2431	199	19	,	,	PUNCT
cana-2431	199	20	”	"	PUNCT
cana-2431	199	21	j.	j.	PROPN
cana-2431	199	22	ind	ind	PROPN
cana-2431	199	23	.	.	PUNCT
cana-2431	199	24	inf	inf	PROPN
cana-2431	199	25	.	.	PUNCT
cana-2431	199	26	integr	integr	PROPN
cana-2431	199	27	.	.	PUNCT
cana-2431	199	28	,	,	PUNCT
cana-2431	199	29	vol	vol	NOUN
cana-2431	199	30	.	.	PROPN
cana-2431	199	31	26	26	NUM
cana-2431	199	32	,	,	PUNCT
cana-2431	199	33	no	no	INTJ
cana-2431	199	34	.	.	PUNCT
cana-2431	200	1	february	february	PROPN
cana-2431	200	2	,	,	PUNCT
cana-2431	200	3	p.	p.	NOUN
cana-2431	200	4	100257	100257	NUM
cana-2431	200	5	,	,	PUNCT
cana-2431	200	6	2022	2022	NUM
cana-2431	200	7	,	,	PUNCT
cana-2431	200	8	doi	doi	NOUN
cana-2431	200	9	:	:	PUNCT
cana-2431	200	10	10.1016	10.1016	NUM
cana-2431	200	11	/	/	SYM
cana-2431	201	1	j.jii.2021.100257	j.jii.2021.100257	NOUN
cana-2431	201	2	.	.	PUNCT
cana-2431	202	1	[	[	X
cana-2431	202	2	2	2	NUM
cana-2431	202	3	]	]	X
cana-2431	202	4	o.	o.	NOUN
cana-2431	202	5	i̇yibilgin	i̇yibilgin	PROPN
cana-2431	202	6	and	and	CCONJ
cana-2431	202	7	e.	e.	PROPN
cana-2431	202	8	gepek	gepek	PROPN
cana-2431	202	9	,	,	PUNCT
cana-2431	202	10	“	"	PUNCT
cana-2431	202	11	additive	additive	ADJ
cana-2431	202	12	manufacturing	manufacturing	NOUN
cana-2431	202	13	technologies	technology	NOUN
cana-2431	202	14	and	and	CCONJ
cana-2431	202	15	its	its	PRON
cana-2431	202	16	future	future	NOUN
cana-2431	202	17	in	in	ADP
cana-2431	202	18	industrial	industrial	ADJ
cana-2431	202	19	applications	application	NOUN
cana-2431	202	20	,	,	PUNCT
cana-2431	202	21	”	"	PUNCT
cana-2431	202	22	int	int	NOUN
cana-2431	202	23	.	.	PUNCT
cana-2431	203	1	j.	j.	PROPN
cana-2431	203	2	integr	integr	PROPN
cana-2431	203	3	.	.	PUNCT
cana-2431	204	1	eng	eng	PROPN
cana-2431	204	2	.	.	PROPN
cana-2431	204	3	,	,	PUNCT
cana-2431	204	4	vol	vol	NOUN
cana-2431	204	5	.	.	PROPN
cana-2431	204	6	13	13	NUM
cana-2431	204	7	,	,	PUNCT
cana-2431	204	8	no	no	INTJ
cana-2431	204	9	.	.	NOUN
cana-2431	204	10	5	5	NUM
cana-2431	204	11	,	,	PUNCT
cana-2431	204	12	pp	pp	ADJ
cana-2431	204	13	.	.	PUNCT
cana-2431	205	1	245–257	245–257	NUM
cana-2431	205	2	,	,	PUNCT
cana-2431	205	3	2021	2021	NUM
cana-2431	205	4	,	,	PUNCT
cana-2431	205	5	doi	doi	NOUN
cana-2431	205	6	:	:	PUNCT
cana-2431	205	7	10.30880	10.30880	NUM
cana-2431	205	8	/	/	SYM
cana-2431	205	9	ijie.2021.13.07.028	ijie.2021.13.07.028	NOUN
cana-2431	205	10	.	.	PUNCT
cana-2431	206	1	[	[	X
cana-2431	206	2	3	3	X
cana-2431	206	3	]	]	PUNCT
cana-2431	206	4	k.	k.	PROPN
cana-2431	206	5	c.	c.	PROPN
cana-2431	206	6	ying	ying	PROPN
cana-2431	206	7	,	,	PUNCT
cana-2431	206	8	f.	f.	PROPN
cana-2431	206	9	fruggiero	fruggiero	PROPN
cana-2431	206	10	,	,	PUNCT
cana-2431	206	11	p.	p.	NOUN
cana-2431	206	12	pourhejazy	pourhejazy	NOUN
cana-2431	206	13	,	,	PUNCT
cana-2431	206	14	and	and	CCONJ
cana-2431	206	15	b.	b.	PROPN
cana-2431	206	16	y.	y.	PROPN
cana-2431	206	17	lee	lee	PROPN
cana-2431	206	18	,	,	PUNCT
cana-2431	206	19	“	"	PUNCT
cana-2431	206	20	adjusted	adjust	VERB
cana-2431	206	21	iterated	iterated	ADJ
cana-2431	206	22	greedy	greedy	ADJ
cana-2431	206	23	for	for	ADP
cana-2431	206	24	the	the	DET
cana-2431	206	25	optimization	optimization	NOUN
cana-2431	206	26	of	of	ADP
cana-2431	206	27	additive	additive	ADJ
cana-2431	206	28	manufacturing	manufacturing	NOUN
cana-2431	206	29	scheduling	scheduling	NOUN
cana-2431	206	30	problems	problem	NOUN
cana-2431	206	31	,	,	PUNCT
cana-2431	206	32	”	"	PUNCT
cana-2431	206	33	expert	expert	NOUN
cana-2431	206	34	syst	syst	NOUN
cana-2431	206	35	.	.	PUNCT
cana-2431	207	1	appl	appl	PROPN
cana-2431	207	2	.	.	PROPN
cana-2431	207	3	,	,	PUNCT
cana-2431	207	4	vol	vol	NOUN
cana-2431	207	5	.	.	PROPN
cana-2431	207	6	198	198	NUM
cana-2431	207	7	,	,	PUNCT
cana-2431	207	8	p.	p.	NOUN
cana-2431	207	9	116908	116908	NUM
cana-2431	207	10	,	,	PUNCT
cana-2431	207	11	jul	jul	PROPN
cana-2431	207	12	.	.	PROPN
cana-2431	207	13	2022	2022	NUM
cana-2431	207	14	,	,	PUNCT
cana-2431	207	15	doi	doi	NOUN
cana-2431	207	16	:	:	PUNCT
cana-2431	207	17	10.1016	10.1016	NUM
cana-2431	207	18	/	/	SYM
cana-2431	207	19	j.eswa.2022.116908	j.eswa.2022.116908	PROPN
cana-2431	207	20	.	.	PUNCT
cana-2431	208	1	[	[	X
cana-2431	208	2	4	4	X
cana-2431	208	3	]	]	PUNCT
cana-2431	208	4	b.	b.	NOUN
cana-2431	208	5	panda	panda	NOUN
cana-2431	208	6	,	,	PUNCT
cana-2431	208	7	k.	k.	PROPN
cana-2431	208	8	s.	s.	PROPN
cana-2431	208	9	akhil	akhil	PROPN
cana-2431	208	10	,	,	PUNCT
cana-2431	208	11	and	and	CCONJ
cana-2431	208	12	g.	g.	PROPN
cana-2431	208	13	m.	m.	PROPN
cana-2431	208	14	m.	m.	PROPN
cana-2431	208	15	savalani	savalani	PROPN
cana-2431	208	16	,	,	PUNCT
cana-2431	208	17	“	"	PUNCT
cana-2431	208	18	evaluation	evaluation	NOUN
cana-2431	208	19	of	of	ADP
cana-2431	208	20	genetic	genetic	ADJ
cana-2431	208	21	programming	programming	NOUN
cana-2431	208	22	-	-	PUNCT
cana-2431	208	23	based	base	VERB
cana-2431	208	24	models	model	NOUN
cana-2431	208	25	for	for	ADP
cana-2431	208	26	simulating	simulate	VERB
cana-2431	208	27	bead	bead	NOUN
cana-2431	208	28	dimensions	dimension	NOUN
cana-2431	208	29	in	in	ADP
cana-2431	208	30	wire	wire	NOUN
cana-2431	208	31	and	and	CCONJ
cana-2431	208	32	arc	arc	NOUN
cana-2431	208	33	additive	additive	ADJ
cana-2431	208	34	manufacturing	manufacturing	NOUN
cana-2431	208	35	,	,	PUNCT
cana-2431	208	36	”	"	PUNCT
cana-2431	208	37	j.	j.	PROPN
cana-2431	208	38	intell	intell	PROPN
cana-2431	208	39	.	.	PUNCT
cana-2431	209	1	manuf	manuf	PROPN
cana-2431	209	2	.	.	PUNCT
cana-2431	209	3	,	,	PUNCT
cana-2431	209	4	vol	vol	NOUN
cana-2431	209	5	.	.	PROPN
cana-2431	209	6	30	30	NUM
cana-2431	209	7	,	,	PUNCT
cana-2431	209	8	no	no	INTJ
cana-2431	209	9	.	.	NOUN
cana-2431	209	10	2	2	NUM
cana-2431	209	11	,	,	PUNCT
cana-2431	209	12	pp	pp	ADJ
cana-2431	209	13	.	.	PUNCT
cana-2431	210	1	809–820	809–820	NUM
cana-2431	210	2	,	,	PUNCT
cana-2431	210	3	2019	2019	NUM
cana-2431	210	4	,	,	PUNCT
cana-2431	210	5	doi	doi	NOUN
cana-2431	210	6	:	:	PUNCT
cana-2431	210	7	10.1007	10.1007	NUM
cana-2431	210	8	/	/	SYM
cana-2431	210	9	s10845	s10845	NOUN
cana-2431	210	10	-	-	PUNCT
cana-2431	210	11	016	016	NUM
cana-2431	210	12	-	-	PUNCT
cana-2431	210	13	1282	1282	NUM
cana-2431	210	14	-	-	SYM
cana-2431	210	15	2	2	NUM
cana-2431	210	16	.	.	PUNCT
cana-2431	211	1	[	[	X
cana-2431	211	2	5	5	NUM
cana-2431	211	3	]	]	X
cana-2431	211	4	c.	c.	PROPN
cana-2431	211	5	ruiz	ruiz	PROPN
cana-2431	211	6	,	,	PUNCT
cana-2431	211	7	d.	d.	PROPN
cana-2431	211	8	jafari	jafari	PROPN
cana-2431	211	9	,	,	PUNCT
cana-2431	211	10	v.	v.	PROPN
cana-2431	211	11	v.	v.	CCONJ
cana-2431	211	12	subramanian	subramanian	PROPN
cana-2431	211	13	,	,	PUNCT
cana-2431	211	14	t.	t.	PROPN
cana-2431	211	15	h.	h.	PROPN
cana-2431	211	16	j.	j.	PROPN
cana-2431	211	17	vaneker	vaneker	PROPN
cana-2431	211	18	,	,	PUNCT
cana-2431	211	19	w.	w.	PROPN
cana-2431	211	20	ya	ya	PROPN
cana-2431	211	21	,	,	PUNCT
cana-2431	211	22	and	and	CCONJ
cana-2431	211	23	q.	q.	PROPN
cana-2431	211	24	huang	huang	PROPN
cana-2431	211	25	,	,	PUNCT
cana-2431	211	26	“	"	PUNCT
cana-2431	211	27	prediction	prediction	NOUN
cana-2431	211	28	and	and	CCONJ
cana-2431	211	29	control	control	NOUN
cana-2431	211	30	of	of	ADP
cana-2431	211	31	product	product	NOUN
cana-2431	211	32	shape	shape	NOUN
cana-2431	211	33	quality	quality	NOUN
cana-2431	211	34	for	for	ADP
cana-2431	211	35	wire	wire	NOUN
cana-2431	211	36	and	and	CCONJ
cana-2431	211	37	arc	arc	NOUN
cana-2431	211	38	additive	additive	ADJ
cana-2431	211	39	manufacturing	manufacturing	NOUN
cana-2431	211	40	,	,	PUNCT
cana-2431	211	41	”	"	PUNCT
cana-2431	211	42	vol	vol	NOUN
cana-2431	211	43	.	.	PUNCT
cana-2431	212	1	144	144	NUM
cana-2431	212	2	,	,	PUNCT
cana-2431	212	3	no	no	INTJ
cana-2431	212	4	.	.	PUNCT
cana-2431	213	1	november	november	PROPN
cana-2431	213	2	,	,	PUNCT
cana-2431	213	3	pp	pp	PROPN
cana-2431	213	4	.	.	PUNCT
cana-2431	214	1	1–11	1–11	PROPN
cana-2431	214	2	,	,	PUNCT
cana-2431	214	3	2022	2022	NUM
cana-2431	214	4	,	,	PUNCT
cana-2431	214	5	doi	doi	NOUN
cana-2431	214	6	:	:	PUNCT
cana-2431	214	7	10.1115/1.4054721	10.1115/1.4054721	NUM
cana-2431	214	8	.	.	PUNCT
cana-2431	215	1	[	[	X
cana-2431	215	2	6	6	NUM
cana-2431	215	3	]	]	PUNCT
cana-2431	215	4	k.	k.	PROPN
cana-2431	215	5	drosos	drosos	PROPN
cana-2431	215	6	and	and	CCONJ
cana-2431	215	7	s.	s.	PROPN
cana-2431	215	8	kotsakis	kotsakis	PROPN
cana-2431	215	9	,	,	PUNCT
cana-2431	215	10	“	"	PUNCT
cana-2431	215	11	influence	influence	NOUN
cana-2431	215	12	of	of	ADP
cana-2431	215	13	welding	weld	VERB
cana-2431	215	14	parameters	parameter	NOUN
cana-2431	215	15	on	on	ADP
cana-2431	215	16	weld	weld	NOUN
cana-2431	215	17	quality	quality	NOUN
cana-2431	215	18	and	and	CCONJ
cana-2431	215	19	productivity	productivity	NOUN
cana-2431	215	20	using	use	VERB
cana-2431	215	21	metal	metal	NOUN
cana-2431	215	22	cored	core	VERB
cana-2431	215	23	wires	wire	NOUN
cana-2431	215	24	,	,	PUNCT
cana-2431	215	25	”	"	PUNCT
cana-2431	215	26	dep	dep	NOUN
cana-2431	215	27	.	.	PUNCT
cana-2431	216	1	mater	mater	PROPN
cana-2431	216	2	.	.	PUNCT
cana-2431	217	1	manuf	manuf	PROPN
cana-2431	217	2	.	.	PUNCT
cana-2431	218	1	technol	technol	PROPN
cana-2431	218	2	.	.	PUNCT
cana-2431	218	3	chalmers	chalmers	PROPN
cana-2431	218	4	univ	univ	PROPN
cana-2431	218	5	.	.	PUNCT
cana-2431	219	1	technol	technol	PROPN
cana-2431	219	2	.	.	PUNCT
cana-2431	219	3	gothenburg	gothenburg	PROPN
cana-2431	219	4	,	,	PUNCT
cana-2431	219	5	sweden	sweden	PROPN
cana-2431	219	6	,	,	PUNCT
cana-2431	219	7	pp	pp	X
cana-2431	219	8	.	.	PUNCT
cana-2431	220	1	1–60	1–60	NUM
cana-2431	220	2	,	,	PUNCT
cana-2431	220	3	2014	2014	NUM
cana-2431	220	4	.	.	PUNCT
cana-2431	221	1	[	[	X
cana-2431	221	2	7	7	X
cana-2431	221	3	]	]	X
cana-2431	221	4	m.	m.	NOUN
cana-2431	221	5	dinovitzer	dinovitzer	NOUN
cana-2431	221	6	,	,	PUNCT
cana-2431	221	7	x.	x.	PROPN
cana-2431	221	8	chen	chen	PROPN
cana-2431	221	9	,	,	PUNCT
cana-2431	221	10	j.	j.	PROPN
cana-2431	221	11	laliberte	laliberte	PROPN
cana-2431	221	12	,	,	PUNCT
cana-2431	221	13	x.	x.	PROPN
cana-2431	221	14	huang	huang	PROPN
cana-2431	221	15	,	,	PUNCT
cana-2431	221	16	and	and	CCONJ
cana-2431	221	17	h.	h.	PROPN
cana-2431	221	18	frei	frei	PROPN
cana-2431	221	19	,	,	PUNCT
cana-2431	221	20	“	"	PUNCT
cana-2431	221	21	effect	effect	NOUN
cana-2431	221	22	of	of	ADP
cana-2431	221	23	wire	wire	NOUN
cana-2431	221	24	and	and	CCONJ
cana-2431	221	25	arc	arc	NOUN
cana-2431	221	26	additive	additive	NOUN
cana-2431	221	27	manufacturing	manufacturing	NOUN
cana-2431	221	28	(	(	PUNCT
cana-2431	221	29	waam	waam	NOUN
cana-2431	221	30	)	)	PUNCT
cana-2431	221	31	process	process	NOUN
cana-2431	221	32	parameters	parameter	NOUN
cana-2431	221	33	on	on	ADP
cana-2431	221	34	bead	bead	NOUN
cana-2431	221	35	geometry	geometry	NOUN
cana-2431	221	36	and	and	CCONJ
cana-2431	221	37	microstructure	microstructure	NOUN
cana-2431	221	38	,	,	PUNCT
cana-2431	221	39	”	"	PUNCT
cana-2431	221	40	no	no	INTJ
cana-2431	221	41	.	.	PUNCT
cana-2431	222	1	may	may	AUX
cana-2431	222	2	,	,	PUNCT
cana-2431	222	3	2019	2019	NUM
cana-2431	222	4	,	,	PUNCT
cana-2431	222	5	doi	doi	NOUN
cana-2431	222	6	:	:	PUNCT
cana-2431	222	7	10.1016	10.1016	NUM
cana-2431	222	8	/	/	SYM
cana-2431	222	9	j.addma.2018.12.013	j.addma.2018.12.013	PROPN
cana-2431	222	10	.	.	PUNCT
cana-2431	223	1	[	[	X
cana-2431	223	2	8	8	NUM
cana-2431	223	3	]	]	X
cana-2431	223	4	b.	b.	PROPN
cana-2431	223	5	parvaresh	parvaresh	PROPN
cana-2431	223	6	,	,	PUNCT
cana-2431	223	7	r.	r.	PROPN
cana-2431	223	8	miresmaeili	miresmaeili	PROPN
cana-2431	223	9	,	,	PUNCT
cana-2431	223	10	and	and	CCONJ
cana-2431	223	11	m.	m.	NOUN
cana-2431	223	12	yazdizadeh	yazdizadeh	PROPN
cana-2431	223	13	,	,	PUNCT
cana-2431	223	14	“	"	PUNCT
cana-2431	223	15	characterization	characterization	NOUN
cana-2431	223	16	of	of	ADP
cana-2431	223	17	wire	wire	NOUN
cana-2431	223	18	arc	arc	NOUN
cana-2431	223	19	additive	additive	ADJ
cana-2431	223	20	manufactured	manufacture	VERB
cana-2431	223	21	products	product	NOUN
cana-2431	223	22	:	:	PUNCT
cana-2431	223	23	a	a	DET
cana-2431	223	24	comparison	comparison	NOUN
cana-2431	223	25	between	between	ADP
cana-2431	223	26	as	as	ADV
cana-2431	223	27	-	-	PUNCT
cana-2431	223	28	deposited	deposit	VERB
cana-2431	223	29	and	and	CCONJ
cana-2431	223	30	inter	inter	ADJ
cana-2431	223	31	-	-	ADJ
cana-2431	223	32	layer	layer	ADJ
cana-2431	223	33	cold	cold	ADJ
cana-2431	223	34	worked	work	VERB
cana-2431	223	35	specimens	specimen	NOUN
cana-2431	223	36	,	,	PUNCT
cana-2431	223	37	”	"	PUNCT
cana-2431	223	38	j.	j.	PROPN
cana-2431	223	39	manuf	manuf	PROPN
cana-2431	223	40	.	.	PUNCT
cana-2431	223	41	process	process	NOUN
cana-2431	223	42	.	.	PUNCT
cana-2431	224	1	,	,	PUNCT
cana-2431	224	2	vol	vol	NOUN
cana-2431	224	3	.	.	PROPN
cana-2431	225	1	57	57	NUM
cana-2431	225	2	,	,	PUNCT
cana-2431	225	3	no	no	INTJ
cana-2431	225	4	.	.	PUNCT
cana-2431	226	1	june	june	PROPN
cana-2431	226	2	,	,	PUNCT
cana-2431	226	3	pp	pp	X
cana-2431	226	4	.	.	PUNCT
cana-2431	227	1	61–71	61–71	NOUN
cana-2431	227	2	,	,	PUNCT
cana-2431	227	3	2020	2020	NUM
cana-2431	227	4	,	,	PUNCT
cana-2431	227	5	doi	doi	NOUN
cana-2431	227	6	:	:	PUNCT
cana-2431	227	7	10.1016	10.1016	NUM
cana-2431	227	8	/	/	SYM
cana-2431	227	9	j.jmapro.2020.05.053	j.jmapro.2020.05.053	NOUN
cana-2431	227	10	.	.	PUNCT
cana-2431	228	1	[	[	X
cana-2431	228	2	9	9	NUM
cana-2431	228	3	]	]	X
cana-2431	228	4	e.	e.	PROPN
cana-2431	228	5	aldalur	aldalur	PROPN
cana-2431	228	6	,	,	PUNCT
cana-2431	228	7	f.	f.	PROPN
cana-2431	228	8	veiga	veiga	PROPN
cana-2431	228	9	,	,	PUNCT
cana-2431	228	10	a.	a.	PROPN
cana-2431	228	11	suárez	suárez	PROPN
cana-2431	228	12	,	,	PUNCT
cana-2431	228	13	j.	j.	PROPN
cana-2431	228	14	bilbao	bilbao	PROPN
cana-2431	228	15	,	,	PUNCT
cana-2431	228	16	and	and	CCONJ
cana-2431	228	17	a.	a.	NOUN
cana-2431	228	18	lamikiz	lamikiz	PROPN
cana-2431	228	19	,	,	PUNCT
cana-2431	228	20	“	"	PUNCT
cana-2431	228	21	analysis	analysis	NOUN
cana-2431	228	22	of	of	ADP
cana-2431	228	23	the	the	DET
cana-2431	228	24	wall	wall	NOUN
cana-2431	228	25	geometry	geometry	NOUN
cana-2431	228	26	with	with	ADP
cana-2431	228	27	different	different	ADJ
cana-2431	228	28	strategies	strategy	NOUN
cana-2431	228	29	for	for	ADP
cana-2431	228	30	high	high	ADJ
cana-2431	228	31	deposition	deposition	NOUN
cana-2431	228	32	wire	wire	NOUN
cana-2431	228	33	arc	arc	NOUN
cana-2431	228	34	additive	additive	NOUN
cana-2431	228	35	manufacturing	manufacturing	NOUN
cana-2431	228	36	of	of	ADP
cana-2431	228	37	mild	mild	ADJ
cana-2431	228	38	steel	steel	NOUN
cana-2431	228	39	,	,	PUNCT
cana-2431	228	40	”	"	PUNCT
cana-2431	228	41	metals	metal	NOUN
cana-2431	228	42	(	(	PUNCT
cana-2431	228	43	basel	basel	PROPN
cana-2431	228	44	)	)	PUNCT
cana-2431	228	45	.	.	PUNCT
cana-2431	229	1	,	,	PUNCT
cana-2431	229	2	vol	vol	NOUN
cana-2431	229	3	.	.	PROPN
cana-2431	230	1	10	10	NUM
cana-2431	230	2	,	,	PUNCT
cana-2431	230	3	no	no	INTJ
cana-2431	230	4	.	.	NOUN
cana-2431	230	5	7	7	NUM
cana-2431	230	6	,	,	PUNCT
cana-2431	230	7	pp	pp	ADJ
cana-2431	231	1	.	.	PUNCT
cana-2431	231	2	1–19	1–19	PROPN
cana-2431	231	3	,	,	PUNCT
cana-2431	231	4	2020	2020	NUM
cana-2431	231	5	,	,	PUNCT
cana-2431	231	6	doi	doi	NOUN
cana-2431	231	7	:	:	PUNCT
cana-2431	231	8	10.3390	10.3390	NUM
cana-2431	231	9	/	/	SYM
cana-2431	231	10	met10070892	met10070892	NOUN
cana-2431	231	11	.	.	PUNCT
cana-2431	232	1	[	[	X
cana-2431	232	2	10	10	NUM
cana-2431	232	3	]	]	PUNCT
cana-2431	232	4	z.	z.	PROPN
cana-2431	232	5	wang	wang	PROPN
cana-2431	232	6	and	and	CCONJ
cana-2431	232	7	g.	g.	PROPN
cana-2431	232	8	abba	abba	PROPN
cana-2431	232	9	,	,	PUNCT
cana-2431	232	10	“	"	PUNCT
cana-2431	232	11	improvement	improvement	NOUN
cana-2431	232	12	strategy	strategy	NOUN
cana-2431	232	13	for	for	ADP
cana-2431	232	14	the	the	DET
cana-2431	232	15	geometric	geometric	ADJ
cana-2431	232	16	accuracy	accuracy	NOUN
cana-2431	232	17	of	of	ADP
cana-2431	232	18	bead	bead	NOUN
cana-2431	232	19	’	'	PUNCT
cana-2431	232	20	s	s	AUX
cana-2431	232	21	beginning	begin	VERB
cana-2431	232	22	and	and	CCONJ
cana-2431	232	23	end	end	VERB
cana-2431	232	24	parts	part	NOUN
cana-2431	232	25	in	in	ADP
cana-2431	232	26	wirearc	wirearc	NOUN
cana-2431	232	27	additive	additive	NOUN
cana-2431	232	28	manufacturing	manufacturing	NOUN
cana-2431	232	29	(	(	PUNCT
cana-2431	232	30	waam	waam	NOUN
cana-2431	232	31	)	)	PUNCT
cana-2431	232	32	,	,	PUNCT
cana-2431	232	33	”	"	PUNCT
cana-2431	232	34	pp	pp	ADV
cana-2431	232	35	.	.	PUNCT
cana-2431	233	1	2139–2151	2139–2151	NUM
cana-2431	233	2	,	,	PUNCT
cana-2431	233	3	2022	2022	NUM
cana-2431	233	4	.	.	PUNCT
cana-2431	234	1	communications	communication	NOUN
cana-2431	234	2	on	on	ADP
cana-2431	234	3	applied	apply	VERB
cana-2431	234	4	nonlinear	nonlinear	ADJ
cana-2431	234	5	analysis	analysis	NOUN
cana-2431	234	6	issn	issn	NOUN
cana-2431	234	7	:	:	PUNCT
cana-2431	234	8	1074	1074	NUM
cana-2431	234	9	-	-	PUNCT
cana-2431	234	10	133x	133x	NUM
cana-2431	234	11	vol	vol	NOUN
cana-2431	234	12	32	32	NUM
cana-2431	234	13	no	no	NOUN
cana-2431	234	14	.	.	PUNCT
cana-2431	235	1	2s	2s	NUM
cana-2431	235	2	(	(	PUNCT
cana-2431	235	3	2025	2025	NUM
cana-2431	235	4	)	)	PUNCT
cana-2431	235	5	422	422	NUM
cana-2431	235	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2431	236	1	[	[	X
cana-2431	236	2	11	11	NUM
cana-2431	236	3	]	]	PUNCT
cana-2431	236	4	j.	j.	PROPN
cana-2431	236	5	xiong	xiong	PROPN
cana-2431	236	6	,	,	PUNCT
cana-2431	236	7	y.	y.	PROPN
cana-2431	236	8	zhang	zhang	PROPN
cana-2431	236	9	,	,	PUNCT
cana-2431	236	10	and	and	CCONJ
cana-2431	236	11	y.	y.	PROPN
cana-2431	236	12	pi	pi	PROPN
cana-2431	236	13	,	,	PUNCT
cana-2431	236	14	“	"	PUNCT
cana-2431	236	15	control	control	NOUN
cana-2431	236	16	of	of	ADP
cana-2431	236	17	deposition	deposition	NOUN
cana-2431	236	18	height	height	NOUN
cana-2431	236	19	in	in	ADP
cana-2431	236	20	waam	waam	NOUN
cana-2431	236	21	using	use	VERB
cana-2431	236	22	visual	visual	ADJ
cana-2431	236	23	inspection	inspection	NOUN
cana-2431	236	24	of	of	ADP
cana-2431	236	25	previous	previous	ADJ
cana-2431	236	26	and	and	CCONJ
cana-2431	236	27	current	current	ADJ
cana-2431	236	28	layers	layer	NOUN
cana-2431	236	29	,	,	PUNCT
cana-2431	236	30	”	"	PUNCT
cana-2431	236	31	j.	j.	PROPN
cana-2431	236	32	intell	intell	PROPN
cana-2431	236	33	.	.	PUNCT
cana-2431	237	1	manuf	manuf	PROPN
cana-2431	237	2	.	.	PUNCT
cana-2431	237	3	,	,	PUNCT
cana-2431	237	4	vol	vol	NOUN
cana-2431	237	5	.	.	PROPN
cana-2431	238	1	32	32	NUM
cana-2431	238	2	,	,	PUNCT
cana-2431	238	3	no	no	INTJ
cana-2431	238	4	.	.	NOUN
cana-2431	238	5	8	8	NUM
cana-2431	238	6	,	,	PUNCT
cana-2431	238	7	pp	pp	ADJ
cana-2431	238	8	.	.	PUNCT
cana-2431	239	1	2209–2217	2209–2217	NUM
cana-2431	239	2	,	,	PUNCT
cana-2431	239	3	2021	2021	NUM
cana-2431	239	4	,	,	PUNCT
cana-2431	239	5	doi	doi	NOUN
cana-2431	239	6	:	:	PUNCT
cana-2431	239	7	10.1007	10.1007	NUM
cana-2431	239	8	/	/	SYM
cana-2431	239	9	s10845	s10845	NOUN
cana-2431	239	10	-	-	PUNCT
cana-2431	239	11	020	020	NUM
cana-2431	239	12	-	-	PUNCT
cana-2431	239	13	01634	01634	NUM
cana-2431	239	14	-	-	PUNCT
cana-2431	239	15	6	6	NUM
cana-2431	239	16	.	.	PUNCT
cana-2431	240	1	[	[	X
cana-2431	240	2	12	12	NUM
cana-2431	240	3	]	]	X
cana-2431	240	4	s.	s.	PROPN
cana-2431	240	5	ding	ding	PROPN
cana-2431	240	6	and	and	CCONJ
cana-2431	240	7	r.	r.	PROPN
cana-2431	240	8	li	li	PROPN
cana-2431	240	9	,	,	PUNCT
cana-2431	240	10	“	"	PUNCT
cana-2431	240	11	engineering	engineering	NOUN
cana-2431	240	12	applications	application	NOUN
cana-2431	240	13	of	of	ADP
cana-2431	240	14	artificial	artificial	ADJ
cana-2431	240	15	intelligence	intelligence	NOUN
cana-2431	240	16	forecasting	forecast	VERB
cana-2431	240	17	the	the	DET
cana-2431	240	18	sales	sale	NOUN
cana-2431	240	19	and	and	CCONJ
cana-2431	240	20	stock	stock	NOUN
cana-2431	240	21	of	of	ADP
cana-2431	240	22	electric	electric	ADJ
cana-2431	240	23	vehicles	vehicle	NOUN
cana-2431	240	24	using	use	VERB
cana-2431	240	25	a	a	DET
cana-2431	240	26	novel	novel	ADJ
cana-2431	240	27	self	self	NOUN
cana-2431	240	28	-	-	PUNCT
cana-2431	240	29	adaptive	adaptive	ADJ
cana-2431	240	30	optimized	optimize	VERB
cana-2431	240	31	grey	grey	NOUN
cana-2431	240	32	model	model	NOUN
cana-2431	240	33	,	,	PUNCT
cana-2431	240	34	”	"	PUNCT
cana-2431	240	35	eng	eng	PROPN
cana-2431	240	36	.	.	PUNCT
cana-2431	240	37	appl	appl	PROPN
cana-2431	240	38	.	.	PUNCT
cana-2431	241	1	artif	artif	PROPN
cana-2431	241	2	.	.	PUNCT
cana-2431	242	1	intell	intell	PROPN
cana-2431	242	2	.	.	PUNCT
cana-2431	242	3	,	,	PUNCT
cana-2431	242	4	vol	vol	NOUN
cana-2431	242	5	.	.	PROPN
cana-2431	242	6	100	100	NUM
cana-2431	242	7	,	,	PUNCT
cana-2431	242	8	no	no	INTJ
cana-2431	242	9	.	.	PUNCT
cana-2431	243	1	january	january	PROPN
cana-2431	243	2	,	,	PUNCT
cana-2431	243	3	p.	p.	NOUN
cana-2431	243	4	104148	104148	NUM
cana-2431	243	5	,	,	PUNCT
cana-2431	243	6	2021	2021	NUM
cana-2431	243	7	,	,	PUNCT
cana-2431	243	8	doi	doi	NOUN
cana-2431	243	9	:	:	PUNCT
cana-2431	243	10	10.1016	10.1016	NUM
cana-2431	243	11	/	/	SYM
cana-2431	243	12	j.engappai.2020.104148	j.engappai.2020.104148	NOUN
cana-2431	243	13	.	.	PUNCT
cana-2431	244	1	[	[	X
cana-2431	244	2	13	13	NUM
cana-2431	244	3	]	]	PUNCT
cana-2431	244	4	b.	b.	PROPN
cana-2431	244	5	k.	k.	PROPN
cana-2431	244	6	r.	r.	PROPN
cana-2431	244	7	kunchala	kunchala	PROPN
cana-2431	244	8	,	,	PUNCT
cana-2431	244	9	s.	s.	PROPN
cana-2431	244	10	gamini	gamini	PROPN
cana-2431	244	11	,	,	PUNCT
cana-2431	244	12	and	and	CCONJ
cana-2431	244	13	t.	t.	PROPN
cana-2431	244	14	c.	c.	PROPN
cana-2431	244	15	anilkumar	anilkumar	PROPN
cana-2431	244	16	,	,	PUNCT
cana-2431	244	17	“	"	PUNCT
cana-2431	244	18	inclusion	inclusion	NOUN
cana-2431	244	19	of	of	ADP
cana-2431	244	20	iot	iot	ADJ
cana-2431	244	21	technology	technology	NOUN
cana-2431	244	22	in	in	ADP
cana-2431	244	23	additive	additive	ADJ
cana-2431	244	24	manufacturing	manufacturing	NOUN
cana-2431	244	25	:	:	PUNCT
cana-2431	244	26	machine	machine	NOUN
cana-2431	244	27	learning	learning	NOUN
cana-2431	244	28	-	-	PUNCT
cana-2431	244	29	based	base	VERB
cana-2431	244	30	adaptive	adaptive	ADJ
cana-2431	244	31	bead	bead	NOUN
cana-2431	244	32	modeling	modeling	NOUN
cana-2431	244	33	and	and	CCONJ
cana-2431	244	34	path	path	NOUN
cana-2431	244	35	planning	planning	NOUN
cana-2431	244	36	for	for	ADP
cana-2431	244	37	sustainable	sustainable	ADJ
cana-2431	244	38	wire	wire	NOUN
cana-2431	244	39	arc	arc	NOUN
cana-2431	244	40	additive	additive	NOUN
cana-2431	244	41	manufacturing	manufacturing	NOUN
cana-2431	244	42	and	and	CCONJ
cana-2431	244	43	process	process	NOUN
cana-2431	244	44	optimization	optimization	NOUN
cana-2431	244	45	,	,	PUNCT
cana-2431	244	46	”	"	PUNCT
cana-2431	244	47	proc	proc	NOUN
cana-2431	244	48	.	.	PUNCT
cana-2431	244	49	inst	inst	PROPN
cana-2431	244	50	.	.	PROPN
cana-2431	244	51	mech	mech	PROPN
cana-2431	244	52	.	.	PUNCT
cana-2431	245	1	eng	eng	PROPN
cana-2431	245	2	.	.	PUNCT
cana-2431	246	1	part	part	PROPN
cana-2431	246	2	c	c	PROPN
cana-2431	246	3	j.	j.	PROPN
cana-2431	246	4	mech	mech	PROPN
cana-2431	246	5	.	.	PUNCT
cana-2431	247	1	eng	eng	PROPN
cana-2431	247	2	.	.	PUNCT
cana-2431	248	1	sci	sci	PROPN
cana-2431	248	2	.	.	PROPN
cana-2431	248	3	,	,	PUNCT
cana-2431	248	4	vol	vol	NOUN
cana-2431	248	5	.	.	PROPN
cana-2431	248	6	237	237	NUM
cana-2431	248	7	,	,	PUNCT
cana-2431	248	8	no	no	INTJ
cana-2431	248	9	.	.	NOUN
cana-2431	248	10	1	1	NUM
cana-2431	248	11	,	,	PUNCT
cana-2431	248	12	2023	2023	NUM
cana-2431	248	13	,	,	PUNCT
cana-2431	248	14	doi	doi	NOUN
cana-2431	248	15	:	:	PUNCT
cana-2431	248	16	10.1177/09544062221117660	10.1177/09544062221117660	NUM
cana-2431	248	17	.	.	PUNCT
cana-2431	249	1	[	[	X
cana-2431	249	2	14	14	NUM
cana-2431	249	3	]	]	X
cana-2431	249	4	s.	s.	PROPN
cana-2431	249	5	krishnaveni	krishnaveni	PROPN
cana-2431	249	6	,	,	PUNCT
cana-2431	249	7	b.	b.	PROPN
cana-2431	249	8	r.	r.	PROPN
cana-2431	249	9	kunchala	kunchala	PROPN
cana-2431	249	10	,	,	PUNCT
cana-2431	249	11	s.	s.	PROPN
cana-2431	249	12	gamini	gamini	PROPN
cana-2431	249	13	,	,	PUNCT
cana-2431	249	14	and	and	CCONJ
cana-2431	249	15	t.	t.	PROPN
cana-2431	249	16	ch	ch	PROPN
cana-2431	249	17	anilkumar	anilkumar	PROPN
cana-2431	249	18	,	,	PUNCT
cana-2431	249	19	“	"	PUNCT
cana-2431	249	20	machine	machine	NOUN
cana-2431	249	21	learning	learning	NOUN
cana-2431	249	22	-	-	PUNCT
cana-2431	249	23	based	base	VERB
cana-2431	249	24	bead	bead	NOUN
cana-2431	249	25	modeling	modeling	NOUN
cana-2431	249	26	of	of	ADP
cana-2431	249	27	wire	wire	NOUN
cana-2431	249	28	arc	arc	NOUN
cana-2431	249	29	additive	additive	NOUN
cana-2431	249	30	manufacturing	manufacturing	NOUN
cana-2431	249	31	(	(	PUNCT
cana-2431	249	32	waam	waam	NOUN
cana-2431	249	33	)	)	PUNCT
cana-2431	249	34	using	use	VERB
cana-2431	249	35	an	an	DET
cana-2431	249	36	industrial	industrial	ADJ
cana-2431	249	37	robot	robot	NOUN
cana-2431	249	38	,	,	PUNCT
cana-2431	249	39	”	"	PUNCT
cana-2431	249	40	mater	mater	NOUN
cana-2431	249	41	.	.	PUNCT
cana-2431	250	1	today	today	NOUN
cana-2431	250	2	proc	proc	PROPN
cana-2431	250	3	.	.	PROPN
cana-2431	250	4	,	,	PUNCT
cana-2431	250	5	no	no	INTJ
cana-2431	250	6	.	.	PUNCT
cana-2431	251	1	xxxx	xxxx	ADJ
cana-2431	251	2	,	,	PUNCT
cana-2431	251	3	2023	2023	NUM
cana-2431	251	4	,	,	PUNCT
cana-2431	251	5	doi	doi	NOUN
cana-2431	251	6	:	:	PUNCT
cana-2431	251	7	10.1016	10.1016	NUM
cana-2431	251	8	/	/	SYM
cana-2431	251	9	j.matpr.2023.04.534	j.matpr.2023.04.534	PROPN
cana-2431	251	10	.	.	PUNCT
cana-2431	252	1	[	[	X
cana-2431	252	2	15	15	NUM
cana-2431	252	3	]	]	X
cana-2431	252	4	r.	r.	NOUN
cana-2431	252	5	israr	israr	PROPN
cana-2431	252	6	,	,	PUNCT
cana-2431	252	7	j.	j.	PROPN
cana-2431	252	8	buhl	buhl	PROPN
cana-2431	252	9	,	,	PUNCT
cana-2431	252	10	and	and	CCONJ
cana-2431	252	11	m.	m.	NOUN
cana-2431	252	12	bambach	bambach	PROPN
cana-2431	252	13	,	,	PUNCT
cana-2431	252	14	“	"	PUNCT
cana-2431	252	15	a	a	DET
cana-2431	252	16	study	study	NOUN
cana-2431	252	17	on	on	ADP
cana-2431	252	18	power	power	NOUN
cana-2431	252	19	-	-	PUNCT
cana-2431	252	20	controlled	control	VERB
cana-2431	252	21	wire	wire	NOUN
cana-2431	252	22	-	-	PUNCT
cana-2431	252	23	arc	arc	NOUN
cana-2431	252	24	additive	additive	NOUN
cana-2431	252	25	manufacturing	manufacturing	NOUN
cana-2431	252	26	using	use	VERB
cana-2431	252	27	a	a	DET
cana-2431	252	28	data	data	NOUN
cana-2431	252	29	-	-	PUNCT
cana-2431	252	30	driven	drive	VERB
cana-2431	252	31	surrogate	surrogate	ADJ
cana-2431	252	32	model	model	NOUN
cana-2431	252	33	,	,	PUNCT
cana-2431	252	34	”	"	PUNCT
cana-2431	252	35	int	int	NOUN
cana-2431	252	36	.	.	PUNCT
cana-2431	253	1	j.	j.	PROPN
cana-2431	253	2	adv	adv	PROPN
cana-2431	253	3	.	.	PUNCT
cana-2431	254	1	manuf	manuf	PROPN
cana-2431	254	2	.	.	PUNCT
cana-2431	255	1	technol	technol	PROPN
cana-2431	255	2	.	.	PROPN
cana-2431	255	3	,	,	PUNCT
cana-2431	255	4	vol	vol	NOUN
cana-2431	255	5	.	.	PROPN
cana-2431	256	1	117	117	NUM
cana-2431	256	2	,	,	PUNCT
cana-2431	256	3	no	no	INTJ
cana-2431	256	4	.	.	PUNCT
cana-2431	257	1	7–8	7–8	NUM
cana-2431	257	2	,	,	PUNCT
cana-2431	257	3	pp	pp	ADJ
cana-2431	257	4	.	.	PUNCT
cana-2431	258	1	2133–2147	2133–2147	NUM
cana-2431	258	2	,	,	PUNCT
cana-2431	258	3	2021	2021	NUM
cana-2431	258	4	,	,	PUNCT
cana-2431	258	5	doi	doi	NOUN
cana-2431	258	6	:	:	PUNCT
cana-2431	258	7	10.1007	10.1007	NUM
cana-2431	258	8	/	/	SYM
cana-2431	258	9	s00170	s00170	PROPN
cana-2431	258	10	-	-	PUNCT
cana-2431	258	11	02107358	02107358	NUM
cana-2431	258	12	-	-	PUNCT
cana-2431	258	13	y.	y.	NOUN
cana-2431	259	1	[	[	X
cana-2431	259	2	16	16	NUM
cana-2431	259	3	]	]	PUNCT
cana-2431	259	4	m.	m.	NOUN
cana-2431	259	5	guo	guo	PROPN
cana-2431	259	6	,	,	PUNCT
cana-2431	259	7	c.	c.	PROPN
cana-2431	259	8	jia	jia	PROPN
cana-2431	259	9	,	,	PUNCT
cana-2431	259	10	j.	j.	PROPN
cana-2431	259	11	zhou	zhou	PROPN
cana-2431	259	12	,	,	PUNCT
cana-2431	259	13	w.	w.	PROPN
cana-2431	259	14	liu	liu	PROPN
cana-2431	259	15	,	,	PUNCT
cana-2431	259	16	and	and	CCONJ
cana-2431	259	17	c.	c.	PROPN
cana-2431	259	18	wu	wu	PROPN
cana-2431	259	19	,	,	PUNCT
cana-2431	259	20	“	"	PUNCT
cana-2431	259	21	investigating	investigate	VERB
cana-2431	259	22	the	the	DET
cana-2431	259	23	generation	generation	NOUN
cana-2431	259	24	process	process	NOUN
cana-2431	259	25	of	of	ADP
cana-2431	259	26	molten	molten	ADJ
cana-2431	259	27	droplets	droplet	NOUN
cana-2431	259	28	and	and	CCONJ
cana-2431	259	29	arc	arc	NOUN
cana-2431	259	30	plasma	plasma	NOUN
cana-2431	259	31	in	in	ADP
cana-2431	259	32	the	the	DET
cana-2431	259	33	confined	confine	VERB
cana-2431	259	34	space	space	NOUN
cana-2431	259	35	during	during	ADP
cana-2431	259	36	compulsively	compulsively	ADV
cana-2431	259	37	constricted	constrict	VERB
cana-2431	259	38	waam	waam	NOUN
cana-2431	259	39	,	,	PUNCT
cana-2431	259	40	”	"	PUNCT
cana-2431	259	41	j.	j.	PROPN
cana-2431	259	42	mater	mater	PROPN
cana-2431	259	43	.	.	PUNCT
cana-2431	259	44	process	process	NOUN
cana-2431	259	45	.	.	PUNCT
cana-2431	260	1	technol	technol	PROPN
cana-2431	260	2	.	.	PROPN
cana-2431	260	3	,	,	PUNCT
cana-2431	260	4	vol	vol	NOUN
cana-2431	260	5	.	.	PROPN
cana-2431	261	1	275	275	NUM
cana-2431	261	2	,	,	PUNCT
cana-2431	261	3	no	no	INTJ
cana-2431	261	4	.	.	NOUN
cana-2431	262	1	august	august	PROPN
cana-2431	262	2	2019	2019	NUM
cana-2431	262	3	,	,	PUNCT
cana-2431	262	4	p.	p.	NOUN
cana-2431	262	5	116355	116355	NUM
cana-2431	262	6	,	,	PUNCT
cana-2431	262	7	2020	2020	NUM
cana-2431	262	8	,	,	PUNCT
cana-2431	262	9	doi	doi	NOUN
cana-2431	262	10	:	:	PUNCT
cana-2431	262	11	10.1016	10.1016	NUM
cana-2431	262	12	/	/	SYM
cana-2431	262	13	j.jmatprotec.2019.116355	j.jmatprotec.2019.116355	PROPN
cana-2431	262	14	.	.	PUNCT
cana-2431	263	1	[	[	X
cana-2431	263	2	17	17	NUM
cana-2431	263	3	]	]	X
cana-2431	263	4	l.	l.	PROPN
cana-2431	263	5	a.	a.	PROPN
cana-2431	263	6	jones	jones	PROPN
cana-2431	263	7	,	,	PUNCT
cana-2431	263	8	t.	t.	PROPN
cana-2431	263	9	w.	w.	PROPN
cana-2431	263	10	eagar	eagar	PROPN
cana-2431	263	11	,	,	PUNCT
cana-2431	263	12	and	and	CCONJ
cana-2431	263	13	j.	j.	PROPN
cana-2431	263	14	h.	h.	PROPN
cana-2431	263	15	lang	lang	PROPN
cana-2431	263	16	,	,	PUNCT
cana-2431	263	17	“	"	PUNCT
cana-2431	263	18	magnetic	magnetic	ADJ
cana-2431	263	19	forces	force	NOUN
cana-2431	263	20	acting	act	VERB
cana-2431	263	21	on	on	ADP
cana-2431	263	22	molten	molten	ADJ
cana-2431	263	23	drops	drop	NOUN
cana-2431	263	24	in	in	ADP
cana-2431	263	25	gas	gas	NOUN
cana-2431	263	26	metal	metal	NOUN
cana-2431	263	27	arc	arc	NOUN
cana-2431	263	28	welding	welding	NOUN
cana-2431	263	29	,	,	PUNCT
cana-2431	263	30	”	"	PUNCT
cana-2431	263	31	j.	j.	PROPN
cana-2431	263	32	phys	phys	PROPN
cana-2431	263	33	.	.	PUNCT
cana-2431	264	1	d.	d.	PROPN
cana-2431	264	2	appl	appl	PROPN
cana-2431	264	3	.	.	PUNCT
cana-2431	265	1	phys	phy	NOUN
cana-2431	265	2	.	.	PUNCT
cana-2431	265	3	,	,	PUNCT
cana-2431	265	4	vol	vol	NOUN
cana-2431	265	5	.	.	PROPN
cana-2431	265	6	31	31	NUM
cana-2431	265	7	,	,	PUNCT
cana-2431	265	8	no	no	INTJ
cana-2431	265	9	.	.	NOUN
cana-2431	265	10	1	1	NUM
cana-2431	265	11	,	,	PUNCT
cana-2431	265	12	pp	pp	ADJ
cana-2431	265	13	.	.	PUNCT
cana-2431	266	1	93–106	93–106	NUM
cana-2431	266	2	,	,	PUNCT
cana-2431	266	3	1998	1998	NUM
cana-2431	266	4	,	,	PUNCT
cana-2431	266	5	doi	doi	NOUN
cana-2431	266	6	:	:	PUNCT
cana-2431	266	7	10.1088/0022	10.1088/0022	NUM
cana-2431	266	8	-	-	SYM
cana-2431	266	9	3727/31/1/013	3727/31/1/013	NUM
cana-2431	266	10	.	.	PUNCT
cana-2431	267	1	[	[	X
cana-2431	267	2	18	18	NUM
cana-2431	267	3	]	]	X
cana-2431	267	4	y.	y.	PROPN
cana-2431	267	5	s.	s.	PROPN
cana-2431	267	6	k.	k.	PROPN
cana-2431	267	7	t.w.eagar	t.w.eagar	PROPN
cana-2431	267	8	,	,	PUNCT
cana-2431	267	9	“	"	PUNCT
cana-2431	267	10	analysis	analysis	NOUN
cana-2431	267	11	of	of	ADP
cana-2431	267	12	metal	metal	NOUN
cana-2431	267	13	transfer	transfer	NOUN
cana-2431	267	14	in	in	ADP
cana-2431	267	15	gas	gas	NOUN
cana-2431	267	16	metal	metal	NOUN
cana-2431	267	17	arc	arc	NOUN
cana-2431	267	18	welding	welding	NOUN
cana-2431	267	19	,	,	PUNCT
cana-2431	267	20	”	"	PUNCT
cana-2431	267	21	weld	weld	NOUN
cana-2431	267	22	.	.	PUNCT
cana-2431	268	1	res	re	NOUN
cana-2431	268	2	.	.	PUNCT
cana-2431	269	1	suppl	suppl	PROPN
cana-2431	269	2	.	.	PROPN
cana-2431	270	1	,	,	PUNCT
cana-2431	270	2	vol	vol	NOUN
cana-2431	270	3	.	.	PUNCT
cana-2431	270	4	weld	weld	PROPN
cana-2431	270	5	.	.	PUNCT
cana-2431	271	1	j.	j.	PROPN
cana-2431	271	2	7	7	PROPN
cana-2431	271	3	,	,	PUNCT
cana-2431	271	4	doi	doi	NOUN
cana-2431	271	5	:	:	PUNCT
cana-2431	271	6	10.1063/1.5114003	10.1063/1.5114003	NUM
cana-2431	271	7	.	.	PUNCT
cana-2431	272	1	[	[	X
cana-2431	272	2	19	19	NUM
cana-2431	272	3	]	]	PUNCT
cana-2431	272	4	a.	a.	NOUN
cana-2431	272	5	busachi	busachi	PROPN
cana-2431	272	6	,	,	PUNCT
cana-2431	272	7	j.	j.	PROPN
cana-2431	272	8	erkoyuncu	erkoyuncu	PROPN
cana-2431	272	9	,	,	PUNCT
cana-2431	272	10	p.	p.	NOUN
cana-2431	272	11	colegrove	colegrove	NOUN
cana-2431	272	12	,	,	PUNCT
cana-2431	272	13	f.	f.	PROPN
cana-2431	272	14	martina	martina	PROPN
cana-2431	272	15	,	,	PUNCT
cana-2431	272	16	and	and	CCONJ
cana-2431	272	17	j.	j.	PROPN
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cana-2431	272	19	,	,	PUNCT
cana-2431	272	20	“	"	PUNCT
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cana-2431	272	24	based	base	VERB
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cana-2431	272	26	system	system	NOUN
cana-2431	272	27	for	for	ADP
cana-2431	272	28	defence	defence	NOUN
cana-2431	272	29	applications	application	NOUN
cana-2431	272	30	,	,	PUNCT
cana-2431	272	31	”	"	PUNCT
cana-2431	272	32	procedia	procedia	NOUN
cana-2431	272	33	cirp	cirp	NOUN
cana-2431	272	34	,	,	PUNCT
cana-2431	272	35	vol	vol	NOUN
cana-2431	272	36	.	.	PROPN
cana-2431	272	37	37	37	NUM
cana-2431	272	38	,	,	PUNCT
cana-2431	272	39	no	no	INTJ
cana-2431	272	40	.	.	NOUN
cana-2431	272	41	2013	2013	NUM
cana-2431	272	42	,	,	PUNCT
cana-2431	272	43	pp	pp	ADP
cana-2431	272	44	.	.	PUNCT
cana-2431	272	45	48–53	48–53	NOUN
cana-2431	272	46	,	,	PUNCT
cana-2431	272	47	2015	2015	NUM
cana-2431	272	48	,	,	PUNCT
cana-2431	272	49	doi	doi	NOUN
cana-2431	272	50	:	:	PUNCT
cana-2431	272	51	10.1016	10.1016	NUM
cana-2431	272	52	/	/	SYM
cana-2431	272	53	j.procir.2015.08.085	j.procir.2015.08.085	NOUN
cana-2431	272	54	.	.	PUNCT
cana-2431	273	1	[	[	X
cana-2431	273	2	20	20	NUM
cana-2431	273	3	]	]	PUNCT
cana-2431	273	4	t.	t.	NOUN
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cana-2431	273	6	,	,	PUNCT
cana-2431	273	7	j.	j.	PROPN
cana-2431	273	8	lange	lange	PROPN
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cana-2431	273	10	m.	m.	NOUN
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cana-2431	273	12	,	,	PUNCT
cana-2431	273	13	c.	c.	PROPN
cana-2431	273	14	b.	b.	PROPN
cana-2431	273	15	costanzi	costanzi	PROPN
cana-2431	273	16	,	,	PUNCT
cana-2431	273	17	u.	u.	NOUN
cana-2431	273	18	knaack	knaack	PROPN
cana-2431	273	19	,	,	PUNCT
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cana-2431	273	21	b.	b.	PROPN
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cana-2431	273	23	,	,	PUNCT
cana-2431	273	24	“	"	PUNCT
cana-2431	273	25	additive	additive	ADJ
cana-2431	273	26	manufacturing	manufacturing	NOUN
cana-2431	273	27	by	by	ADP
cana-2431	273	28	means	mean	NOUN
cana-2431	273	29	of	of	ADP
cana-2431	273	30	parametric	parametric	ADJ
cana-2431	273	31	robot	robot	NOUN
cana-2431	273	32	programming	programming	NOUN
cana-2431	273	33	,	,	PUNCT
cana-2431	273	34	”	"	PUNCT
cana-2431	273	35	constr	constr	NOUN
cana-2431	273	36	.	.	PUNCT
cana-2431	274	1	robot	robot	PROPN
cana-2431	274	2	.	.	PUNCT
cana-2431	275	1	,	,	PUNCT
cana-2431	275	2	vol	vol	NOUN
cana-2431	275	3	.	.	PROPN
cana-2431	276	1	4	4	NUM
cana-2431	276	2	,	,	PUNCT
cana-2431	276	3	no	no	INTJ
cana-2431	276	4	.	.	PUNCT
cana-2431	277	1	1–2	1–2	NUM
cana-2431	277	2	,	,	PUNCT
cana-2431	277	3	pp	pp	ADJ
cana-2431	277	4	.	.	PUNCT
cana-2431	278	1	31–48	31–48	NUM
cana-2431	278	2	,	,	PUNCT
cana-2431	278	3	2020	2020	NUM
cana-2431	278	4	,	,	PUNCT
cana-2431	278	5	doi	doi	NOUN
cana-2431	278	6	:	:	PUNCT
cana-2431	278	7	10.1007	10.1007	NUM
cana-2431	278	8	/	/	SYM
cana-2431	278	9	s41693	s41693	NOUN
cana-2431	278	10	-	-	PUNCT
cana-2431	278	11	020	020	NUM
cana-2431	278	12	-	-	PUNCT
cana-2431	278	13	00033w	00033w	NUM
cana-2431	278	14	.	.	PUNCT
cana-2431	279	1	[	[	X
cana-2431	279	2	21	21	NUM
cana-2431	279	3	]	]	X
cana-2431	279	4	s.	s.	PROPN
cana-2431	279	5	ding	ding	PROPN
cana-2431	279	6	,	,	PUNCT
cana-2431	279	7	r.	r.	PROPN
cana-2431	279	8	li	li	PROPN
cana-2431	279	9	,	,	PUNCT
cana-2431	279	10	s.	s.	PROPN
cana-2431	279	11	wu	wu	PROPN
cana-2431	279	12	,	,	PUNCT
cana-2431	279	13	and	and	CCONJ
cana-2431	279	14	w.	w.	PROPN
cana-2431	279	15	zhou	zhou	PROPN
cana-2431	279	16	,	,	PUNCT
cana-2431	279	17	“	"	PUNCT
cana-2431	279	18	application	application	NOUN
cana-2431	279	19	of	of	ADP
cana-2431	279	20	a	a	DET
cana-2431	279	21	novel	novel	ADJ
cana-2431	279	22	structure	structure	NOUN
cana-2431	279	23	-	-	PUNCT
cana-2431	279	24	adaptative	adaptative	ADJ
cana-2431	279	25	grey	grey	NOUN
cana-2431	279	26	model	model	NOUN
cana-2431	279	27	with	with	ADP
cana-2431	279	28	adjustable	adjustable	ADJ
cana-2431	279	29	time	time	NOUN
cana-2431	279	30	power	power	NOUN
cana-2431	279	31	item	item	NOUN
cana-2431	279	32	for	for	ADP
cana-2431	279	33	nuclear	nuclear	ADJ
cana-2431	279	34	energy	energy	NOUN
cana-2431	279	35	consumption	consumption	NOUN
cana-2431	279	36	forecasting	forecasting	NOUN
cana-2431	279	37	,	,	PUNCT
cana-2431	279	38	”	"	PUNCT
cana-2431	279	39	appl	appl	NOUN
cana-2431	279	40	.	.	PUNCT
cana-2431	279	41	energy	energy	NOUN
cana-2431	279	42	,	,	PUNCT
cana-2431	279	43	vol	vol	NOUN
cana-2431	279	44	.	.	PROPN
cana-2431	279	45	298	298	NUM
cana-2431	279	46	,	,	PUNCT
cana-2431	279	47	p.	p.	NOUN
cana-2431	279	48	117114	117114	NUM
cana-2431	279	49	,	,	PUNCT
cana-2431	279	50	sep	sep	PROPN
cana-2431	279	51	.	.	PROPN
cana-2431	279	52	2021	2021	NUM
cana-2431	279	53	,	,	PUNCT
cana-2431	279	54	doi	doi	NOUN
cana-2431	279	55	:	:	PUNCT
cana-2431	279	56	10.1016	10.1016	NUM
cana-2431	279	57	/	/	SYM
cana-2431	279	58	j.apenergy.2021.117114	j.apenergy.2021.117114	NOUN
cana-2431	279	59	.	.	PUNCT
cana-2431	280	1	[	[	X
cana-2431	280	2	22	22	NUM
cana-2431	280	3	]	]	PUNCT
cana-2431	280	4	k.	k.	PROPN
cana-2431	280	5	b.	b.	PROPN
cana-2431	280	6	reddy	reddy	PROPN
cana-2431	280	7	,	,	PUNCT
cana-2431	280	8	g.	g.	PROPN
cana-2431	280	9	suresh	suresh	PROPN
cana-2431	280	10	,	,	PUNCT
cana-2431	280	11	r.	r.	PROPN
cana-2431	280	12	k.	k.	PROPN
cana-2431	280	13	mandava	mandava	PROPN
cana-2431	280	14	,	,	PUNCT
cana-2431	280	15	and	and	CCONJ
cana-2431	280	16	t.	t.	PROPN
cana-2431	280	17	c.	c.	PROPN
cana-2431	280	18	anil	anil	PROPN
cana-2431	280	19	kumar	kumar	PROPN
cana-2431	280	20	,	,	PUNCT
cana-2431	280	21	a	a	DET
cana-2431	280	22	short	short	ADJ
cana-2431	280	23	review	review	NOUN
cana-2431	280	24	on	on	ADP
cana-2431	280	25	biped	biped	ADJ
cana-2431	280	26	robots	robot	NOUN
cana-2431	280	27	motion	motion	NOUN
cana-2431	280	28	planning	planning	NOUN
cana-2431	280	29	and	and	CCONJ
cana-2431	280	30	trajectory	trajectory	NOUN
cana-2431	280	31	design	design	NOUN
cana-2431	280	32	.	.	PUNCT
cana-2431	281	1	2022	2022	NUM
cana-2431	281	2	.	.	PUNCT
cana-2431	282	1	doi	doi	NOUN
cana-2431	282	2	:	:	PUNCT
cana-2431	282	3	10.1007/978	10.1007/978	NUM
cana-2431	282	4	-	-	SYM
cana-2431	282	5	981	981	NUM
cana-2431	282	6	-	-	PUNCT
cana-2431	282	7	16	16	NUM
cana-2431	282	8	-	-	PUNCT
cana-2431	282	9	8341	8341	NUM
cana-2431	282	10	-	-	SYM
cana-2431	282	11	1_39	1_39	NUM
cana-2431	282	12	.	.	PUNCT
cana-2431	283	1	[	[	X
cana-2431	283	2	23	23	NUM
cana-2431	283	3	]	]	PUNCT
cana-2431	283	4	m.	m.	NOUN
cana-2431	283	5	xia	xia	PROPN
cana-2431	283	6	and	and	CCONJ
cana-2431	283	7	w.	w.	PROPN
cana-2431	283	8	k.	k.	PROPN
cana-2431	283	9	wong	wong	PROPN
cana-2431	283	10	,	,	PUNCT
cana-2431	283	11	“	"	PUNCT
cana-2431	283	12	a	a	DET
cana-2431	283	13	seasonal	seasonal	ADJ
cana-2431	283	14	discrete	discrete	ADJ
cana-2431	283	15	grey	grey	NOUN
cana-2431	283	16	forecasting	forecasting	NOUN
cana-2431	283	17	model	model	NOUN
cana-2431	283	18	for	for	ADP
cana-2431	283	19	fashion	fashion	NOUN
cana-2431	283	20	retailing	retailing	NOUN
cana-2431	283	21	,	,	PUNCT
cana-2431	283	22	”	"	PUNCT
cana-2431	283	23	knowledge	knowledge	NOUN
cana-2431	283	24	-	-	PUNCT
cana-2431	283	25	based	base	VERB
cana-2431	283	26	syst	syst	NOUN
cana-2431	283	27	.	.	PUNCT
cana-2431	283	28	,	,	PUNCT
cana-2431	283	29	vol	vol	NOUN
cana-2431	283	30	.	.	PROPN
cana-2431	283	31	57	57	NUM
cana-2431	283	32	,	,	PUNCT
cana-2431	283	33	pp	pp	ADJ
cana-2431	283	34	.	.	PUNCT
cana-2431	284	1	119–126	119–126	NUM
cana-2431	284	2	,	,	PUNCT
cana-2431	284	3	2014	2014	NUM
cana-2431	284	4	,	,	PUNCT
cana-2431	284	5	doi	doi	NOUN
cana-2431	284	6	:	:	PUNCT
cana-2431	284	7	10.1016	10.1016	NUM
cana-2431	284	8	/	/	SYM
cana-2431	284	9	j.knosys.2013.12.014	j.knosys.2013.12.014	PROPN
cana-2431	284	10	.	.	PUNCT
cana-2431	285	1	[	[	X
cana-2431	285	2	24	24	NUM
cana-2431	285	3	]	]	PUNCT
cana-2431	285	4	b.	b.	PROPN
cana-2431	285	5	wei	wei	PROPN
cana-2431	285	6	,	,	PUNCT
cana-2431	285	7	n.	n.	PROPN
cana-2431	285	8	xie	xie	PROPN
cana-2431	285	9	,	,	PUNCT
cana-2431	285	10	and	and	CCONJ
cana-2431	285	11	y.	y.	PROPN
cana-2431	285	12	yang	yang	PROPN
cana-2431	285	13	,	,	PUNCT
cana-2431	285	14	“	"	PUNCT
cana-2431	285	15	data	data	NOUN
cana-2431	285	16	-	-	PUNCT
cana-2431	285	17	based	base	VERB
cana-2431	285	18	structure	structure	NOUN
cana-2431	285	19	selection	selection	NOUN
cana-2431	285	20	for	for	ADP
cana-2431	285	21	unified	unified	ADJ
cana-2431	285	22	discrete	discrete	ADJ
cana-2431	285	23	grey	grey	NOUN
cana-2431	285	24	prediction	prediction	NOUN
cana-2431	285	25	model	model	NOUN
cana-2431	285	26	,	,	PUNCT
cana-2431	285	27	”	"	PUNCT
cana-2431	285	28	expert	expert	NOUN
cana-2431	285	29	syst	syst	NOUN
cana-2431	285	30	.	.	PUNCT
cana-2431	286	1	appl	appl	PROPN
cana-2431	286	2	.	.	PROPN
cana-2431	286	3	,	,	PUNCT
cana-2431	286	4	vol	vol	NOUN
cana-2431	286	5	.	.	PROPN
cana-2431	286	6	136	136	NUM
cana-2431	286	7	,	,	PUNCT
cana-2431	286	8	pp	pp	ADJ
cana-2431	286	9	.	.	PUNCT
cana-2431	287	1	264–275	264–275	NUM
cana-2431	287	2	,	,	PUNCT
cana-2431	287	3	2019	2019	NUM
cana-2431	287	4	,	,	PUNCT
cana-2431	287	5	doi	doi	NOUN
cana-2431	287	6	:	:	PUNCT
cana-2431	287	7	10.1016	10.1016	NUM
cana-2431	287	8	/	/	SYM
cana-2431	287	9	j.eswa.2019.06.053	j.eswa.2019.06.053	NOUN
cana-2431	287	10	.	.	PUNCT