id	sid	tid	token	lemma	pos
alkej-564	1	1	finite	finite	PROPN
alkej-564	1	2	element	element	NOUN
alkej-564	1	3	analysis	analysis	NOUN
alkej-564	1	4	of	of	ADP
alkej-564	1	5	stresses	stress	NOUN
alkej-564	1	6	in	in	ADP
alkej-564	1	7	a	a	DET
alkej-564	1	8	welded	weld	VERB
alkej-564	1	9	pipe	pipe	NOUN
alkej-564	1	10	al	al	PROPN
alkej-564	1	11	-	-	PUNCT
alkej-564	1	12	khwarizmi	khwarizmi	PROPN
alkej-564	1	13	engineering	engineering	PROPN
alkej-564	1	14	journal	journal	PROPN
alkej-564	1	15	al	al	PROPN
alkej-564	1	16	-	-	PUNCT
alkej-564	1	17	khwarizmi	khwarizmi	PROPN
alkej-564	1	18	engineering	engineering	NOUN
alkej-564	1	19	journal	journal	PROPN
alkej-564	1	20	,	,	PUNCT
alkej-564	1	21	vol	vol	NOUN
alkej-564	1	22	.	.	PROPN
alkej-564	1	23	5	5	NUM
alkej-564	1	24	,	,	PUNCT
alkej-564	1	25	no	no	INTJ
alkej-564	1	26	.	.	NOUN
alkej-564	1	27	3	3	NUM
alkej-564	1	28	,	,	PUNCT
alkej-564	1	29	pp	pp	ADV
alkej-564	1	30	1	1	NUM
alkej-564	1	31	15	15	NUM
alkej-564	1	32	(	(	PUNCT
alkej-564	1	33	2009	2009	NUM
alkej-564	1	34	)	)	PUNCT
alkej-564	1	35	the	the	DET
alkej-564	1	36	investigation	investigation	NOUN
alkej-564	1	37	of	of	ADP
alkej-564	1	38	monitoring	monitor	VERB
alkej-564	1	39	systems	system	NOUN
alkej-564	1	40	for	for	ADP
alkej-564	1	41	smaw	smaw	PROPN
alkej-564	1	42	processes	processes	PROPN
alkej-564	1	43	nabeel	nabeel	PROPN
alkej-564	1	44	k.	k.	PROPN
alkej-564	1	45	abid	abid	PROPN
alkej-564	2	1	al	al	PROPN
alkej-564	2	2	-	-	PUNCT
alkej-564	2	3	sahib	sahib	NOUN
alkej-564	2	4	*	*	PROPN
alkej-564	2	5	osamah	osamah	PROPN
alkej-564	2	6	f.	f.	PROPN
alkej-564	2	7	abdulateef	abdulateef	PROPN
alkej-564	2	8	*	*	PROPN
alkej-564	2	9	*	*	PUNCT
alkej-564	2	10	ahmed	ahmed	PROPN
alkej-564	2	11	samir	samir	PROPN
alkej-564	2	12	hamza	hamza	PROPN
alkej-564	2	13	*	*	PROPN
alkej-564	2	14	*	*	PUNCT
alkej-564	2	15	department	department	PROPN
alkej-564	2	16	of	of	ADP
alkej-564	2	17	mechatronics	mechatronic	NOUN
alkej-564	2	18	engineering/	engineering/	NUM
alkej-564	2	19	al	al	PROPN
alkej-564	2	20	-	-	PUNCT
alkej-564	2	21	khwarizmi	khwarizmi	PROPN
alkej-564	2	22	college	college	PROPN
alkej-564	2	23	of	of	ADP
alkej-564	2	24	engineering/	engineering/	NUM
alkej-564	2	25	university	university	NOUN
alkej-564	2	26	of	of	ADP
alkej-564	2	27	baghdad	baghdad	PROPN
alkej-564	2	28	email	email	NOUN
alkej-564	2	29	:	:	PUNCT
alkej-564	3	1	dr_nabeelalsahab@hotmail.com	dr_nabeelalsahab@hotmail.com	X
alkej-564	3	2	*	*	PUNCT
alkej-564	3	3	*	*	PROPN
alkej-564	3	4	department	department	NOUN
alkej-564	3	5	of	of	ADP
alkej-564	3	6	manufacturing	manufacturing	NOUN
alkej-564	3	7	operation	operation	NOUN
alkej-564	3	8	engineering	engineering	NOUN
alkej-564	3	9	/	/	SYM
alkej-564	3	10	al	al	PROPN
alkej-564	3	11	-	-	PUNCT
alkej-564	3	12	khwarizmi	khwarizmi	PROPN
alkej-564	3	13	college	college	PROPN
alkej-564	3	14	of	of	ADP
alkej-564	3	15	engineering/	engineering/	NUM
alkej-564	3	16	university	university	NOUN
alkej-564	3	17	of	of	ADP
alkej-564	3	18	baghdad	baghdad	PROPN
alkej-564	3	19	email	email	NOUN
alkej-564	3	20	:	:	PUNCT
alkej-564	3	21	ausamalanee@yahoo.com	ausamalanee@yahoo.com	X
alkej-564	3	22	(	(	PUNCT
alkej-564	3	23	received	receive	VERB
alkej-564	3	24	10	10	NUM
alkej-564	3	25	february	february	NOUN
alkej-564	3	26	2009	2009	NUM
alkej-564	3	27	;	;	PUNCT
alkej-564	3	28	accepted	accept	VERB
alkej-564	3	29	2	2	NUM
alkej-564	3	30	june	june	PROPN
alkej-564	3	31	2009	2009	NUM
alkej-564	3	32	)	)	PUNCT
alkej-564	3	33	abstract	abstract	ADP
alkej-564	3	34	the	the	DET
alkej-564	3	35	monitoring	monitoring	NOUN
alkej-564	3	36	weld	weld	NOUN
alkej-564	3	37	quality	quality	NOUN
alkej-564	3	38	is	be	AUX
alkej-564	3	39	increasingly	increasingly	ADV
alkej-564	3	40	important	important	ADJ
alkej-564	3	41	because	because	SCONJ
alkej-564	3	42	great	great	ADJ
alkej-564	3	43	financial	financial	ADJ
alkej-564	3	44	savings	saving	NOUN
alkej-564	3	45	are	be	AUX
alkej-564	3	46	possible	possible	ADJ
alkej-564	3	47	because	because	SCONJ
alkej-564	3	48	of	of	ADP
alkej-564	3	49	it	it	PRON
alkej-564	3	50	,	,	PUNCT
alkej-564	3	51	and	and	CCONJ
alkej-564	3	52	this	this	PRON
alkej-564	3	53	especially	especially	ADV
alkej-564	3	54	happens	happen	VERB
alkej-564	3	55	in	in	ADP
alkej-564	3	56	manufacturing	manufacturing	NOUN
alkej-564	3	57	where	where	SCONJ
alkej-564	3	58	defective	defective	ADJ
alkej-564	3	59	welds	weld	NOUN
alkej-564	3	60	lead	lead	VERB
alkej-564	3	61	to	to	ADP
alkej-564	3	62	losses	loss	NOUN
alkej-564	3	63	in	in	ADP
alkej-564	3	64	production	production	NOUN
alkej-564	3	65	and	and	CCONJ
alkej-564	3	66	necessitate	necessitate	ADJ
alkej-564	3	67	time	time	NOUN
alkej-564	3	68	consuming	consume	VERB
alkej-564	3	69	and	and	CCONJ
alkej-564	3	70	expensive	expensive	ADJ
alkej-564	3	71	repair	repair	NOUN
alkej-564	3	72	.	.	PUNCT
alkej-564	4	1	this	this	DET
alkej-564	4	2	research	research	NOUN
alkej-564	4	3	deals	deal	VERB
alkej-564	4	4	with	with	ADP
alkej-564	4	5	the	the	DET
alkej-564	4	6	monitoring	monitoring	NOUN
alkej-564	4	7	and	and	CCONJ
alkej-564	4	8	controllability	controllability	NOUN
alkej-564	4	9	of	of	ADP
alkej-564	4	10	the	the	DET
alkej-564	4	11	fusion	fusion	NOUN
alkej-564	4	12	arc	arc	NOUN
alkej-564	4	13	welding	welding	NOUN
alkej-564	4	14	process	process	NOUN
alkej-564	4	15	using	use	VERB
alkej-564	4	16	artificial	artificial	ADJ
alkej-564	4	17	neural	neural	ADJ
alkej-564	4	18	network	network	NOUN
alkej-564	4	19	(	(	PUNCT
alkej-564	4	20	ann	ann	PROPN
alkej-564	4	21	)	)	PUNCT
alkej-564	4	22	model	model	NOUN
alkej-564	4	23	.	.	PUNCT
alkej-564	5	1	the	the	DET
alkej-564	5	2	effect	effect	NOUN
alkej-564	5	3	of	of	ADP
alkej-564	5	4	weld	weld	NOUN
alkej-564	5	5	parameters	parameter	NOUN
alkej-564	5	6	on	on	ADP
alkej-564	5	7	the	the	DET
alkej-564	5	8	weld	weld	NOUN
alkej-564	5	9	quality	quality	NOUN
alkej-564	5	10	was	be	AUX
alkej-564	5	11	studied	study	VERB
alkej-564	5	12	by	by	ADP
alkej-564	5	13	implementing	implement	VERB
alkej-564	5	14	the	the	DET
alkej-564	5	15	experimental	experimental	ADJ
alkej-564	5	16	results	result	NOUN
alkej-564	5	17	obtained	obtain	VERB
alkej-564	5	18	from	from	ADP
alkej-564	5	19	welding	weld	VERB
alkej-564	5	20	a	a	DET
alkej-564	5	21	non	non	ADJ
alkej-564	5	22	-	-	ADJ
alkej-564	5	23	galvanized	galvanized	ADJ
alkej-564	5	24	steel	steel	NOUN
alkej-564	5	25	plate	plate	NOUN
alkej-564	5	26	astm	astm	PROPN
alkej-564	5	27	bn	bn	PROPN
alkej-564	5	28	1323	1323	NUM
alkej-564	5	29	of	of	ADP
alkej-564	5	30	6	6	NUM
alkej-564	5	31	mm	mm	NOUN
alkej-564	5	32	thickness	thickness	NOUN
alkej-564	5	33	in	in	ADP
alkej-564	5	34	different	different	ADJ
alkej-564	5	35	weld	weld	NOUN
alkej-564	5	36	parameters	parameter	NOUN
alkej-564	5	37	(	(	PUNCT
alkej-564	5	38	current	current	ADJ
alkej-564	5	39	,	,	PUNCT
alkej-564	5	40	voltage	voltage	NOUN
alkej-564	5	41	,	,	PUNCT
alkej-564	5	42	and	and	CCONJ
alkej-564	5	43	travel	travel	NOUN
alkej-564	5	44	speed	speed	NOUN
alkej-564	5	45	)	)	PUNCT
alkej-564	5	46	monitored	monitor	VERB
alkej-564	5	47	by	by	ADP
alkej-564	5	48	electronic	electronic	ADJ
alkej-564	5	49	systems	system	NOUN
alkej-564	5	50	that	that	PRON
alkej-564	5	51	are	be	AUX
alkej-564	5	52	followed	follow	VERB
alkej-564	5	53	by	by	ADP
alkej-564	5	54	destructive	destructive	ADJ
alkej-564	5	55	(	(	PUNCT
alkej-564	5	56	tensile	tensile	NOUN
alkej-564	5	57	and	and	CCONJ
alkej-564	5	58	bending	bending	NOUN
alkej-564	5	59	)	)	PUNCT
alkej-564	5	60	and	and	CCONJ
alkej-564	5	61	non	non	ADJ
alkej-564	5	62	-	-	ADJ
alkej-564	5	63	destructive	destructive	ADJ
alkej-564	5	64	(	(	PUNCT
alkej-564	5	65	hardness	hardness	NOUN
alkej-564	5	66	on	on	ADP
alkej-564	5	67	haz	haz	PROPN
alkej-564	5	68	)	)	PUNCT
alkej-564	5	69	tests	test	VERB
alkej-564	5	70	to	to	PART
alkej-564	5	71	investigate	investigate	VERB
alkej-564	5	72	the	the	DET
alkej-564	5	73	quality	quality	NOUN
alkej-564	5	74	control	control	NOUN
alkej-564	5	75	on	on	ADP
alkej-564	5	76	the	the	DET
alkej-564	5	77	weld	weld	NOUN
alkej-564	5	78	specimens	specimen	NOUN
alkej-564	5	79	.	.	PUNCT
alkej-564	6	1	the	the	DET
alkej-564	6	2	experimental	experimental	ADJ
alkej-564	6	3	results	result	NOUN
alkej-564	6	4	obtained	obtain	VERB
alkej-564	6	5	are	be	AUX
alkej-564	6	6	then	then	ADV
alkej-564	6	7	processed	process	VERB
alkej-564	6	8	through	through	ADP
alkej-564	6	9	the	the	DET
alkej-564	6	10	ann	ann	PROPN
alkej-564	6	11	model	model	NOUN
alkej-564	6	12	to	to	PART
alkej-564	6	13	control	control	VERB
alkej-564	6	14	the	the	DET
alkej-564	6	15	welding	welding	NOUN
alkej-564	6	16	process	process	NOUN
alkej-564	6	17	and	and	CCONJ
alkej-564	6	18	predict	predict	VERB
alkej-564	6	19	the	the	DET
alkej-564	6	20	level	level	NOUN
alkej-564	6	21	of	of	ADP
alkej-564	6	22	quality	quality	NOUN
alkej-564	6	23	for	for	ADP
alkej-564	6	24	different	different	ADJ
alkej-564	6	25	welding	welding	NOUN
alkej-564	6	26	conditions	condition	NOUN
alkej-564	6	27	.	.	PUNCT
alkej-564	7	1	it	it	PRON
alkej-564	7	2	has	have	AUX
alkej-564	7	3	been	be	AUX
alkej-564	7	4	deduced	deduce	VERB
alkej-564	7	5	that	that	SCONJ
alkej-564	7	6	the	the	DET
alkej-564	7	7	welding	welding	NOUN
alkej-564	7	8	conditions	condition	NOUN
alkej-564	7	9	(	(	PUNCT
alkej-564	7	10	current	current	ADJ
alkej-564	7	11	,	,	PUNCT
alkej-564	7	12	voltage	voltage	NOUN
alkej-564	7	13	,	,	PUNCT
alkej-564	7	14	and	and	CCONJ
alkej-564	7	15	travel	travel	NOUN
alkej-564	7	16	speed	speed	NOUN
alkej-564	7	17	)	)	PUNCT
alkej-564	7	18	have	have	VERB
alkej-564	7	19	a	a	DET
alkej-564	7	20	dominant	dominant	ADJ
alkej-564	7	21	factors	factor	NOUN
alkej-564	7	22	that	that	PRON
alkej-564	7	23	affect	affect	VERB
alkej-564	7	24	the	the	DET
alkej-564	7	25	weld	weld	NOUN
alkej-564	7	26	quality	quality	NOUN
alkej-564	7	27	and	and	CCONJ
alkej-564	7	28	strength	strength	NOUN
alkej-564	7	29	.	.	PUNCT
alkej-564	8	1	also	also	ADV
alkej-564	8	2	we	we	PRON
alkej-564	8	3	found	find	VERB
alkej-564	8	4	that	that	SCONJ
alkej-564	8	5	for	for	ADP
alkej-564	8	6	certain	certain	ADJ
alkej-564	8	7	welding	welding	NOUN
alkej-564	8	8	condition	condition	NOUN
alkej-564	8	9	,	,	PUNCT
alkej-564	8	10	there	there	PRON
alkej-564	8	11	was	be	VERB
alkej-564	8	12	an	an	DET
alkej-564	8	13	optimum	optimum	ADJ
alkej-564	8	14	weld	weld	NOUN
alkej-564	8	15	travel	travel	NOUN
alkej-564	8	16	speed	speed	NOUN
alkej-564	8	17	to	to	PART
alkej-564	8	18	obtain	obtain	VERB
alkej-564	8	19	an	an	DET
alkej-564	8	20	optimum	optimum	ADJ
alkej-564	8	21	weld	weld	NOUN
alkej-564	8	22	quality	quality	NOUN
alkej-564	8	23	.	.	PUNCT
alkej-564	9	1	the	the	DET
alkej-564	9	2	system	system	NOUN
alkej-564	9	3	supports	support	VERB
alkej-564	9	4	quality	quality	NOUN
alkej-564	9	5	control	control	NOUN
alkej-564	9	6	procedures	procedure	NOUN
alkej-564	9	7	and	and	CCONJ
alkej-564	9	8	welding	weld	VERB
alkej-564	9	9	productivity	productivity	NOUN
alkej-564	9	10	without	without	ADP
alkej-564	9	11	doing	do	VERB
alkej-564	9	12	more	more	ADJ
alkej-564	9	13	periodic	periodic	ADJ
alkej-564	9	14	destructive	destructive	ADJ
alkej-564	9	15	mechanical	mechanical	ADJ
alkej-564	9	16	test	test	NOUN
alkej-564	9	17	to	to	ADP
alkej-564	9	18	dozens	dozen	NOUN
alkej-564	9	19	of	of	ADP
alkej-564	9	20	samples	sample	NOUN
alkej-564	9	21	.	.	PUNCT
alkej-564	10	1	keywords	keyword	NOUN
alkej-564	10	2	:	:	PUNCT
alkej-564	10	3	artificial	artificial	ADJ
alkej-564	10	4	neural	neural	ADJ
alkej-564	10	5	network	network	NOUN
alkej-564	10	6	,	,	PUNCT
alkej-564	10	7	monitoring	monitoring	NOUN
alkej-564	10	8	,	,	PUNCT
alkej-564	10	9	fusion	fusion	NOUN
alkej-564	10	10	arc	arc	NOUN
alkej-564	10	11	weld	weld	NOUN
alkej-564	10	12	.	.	PUNCT
alkej-564	11	1	1	1	X
alkej-564	11	2	.	.	X
alkej-564	11	3	introduction	introduction	NOUN
alkej-564	11	4	a	a	DET
alkej-564	11	5	conventional	conventional	ADJ
alkej-564	11	6	welding	welding	NOUN
alkej-564	11	7	system	system	NOUN
alkej-564	11	8	that	that	PRON
alkej-564	11	9	depends	depend	VERB
alkej-564	11	10	on	on	ADP
alkej-564	11	11	the	the	DET
alkej-564	11	12	welder	welder	NOUN
alkej-564	11	13	's	's	PART
alkej-564	11	14	sensory	sensory	ADJ
alkej-564	11	15	perceptions	perception	NOUN
alkej-564	11	16	:	:	PUNCT
alkej-564	11	17	touch	touch	NOUN
alkej-564	11	18	,	,	PUNCT
alkej-564	11	19	sight	sight	NOUN
alkej-564	11	20	,	,	PUNCT
alkej-564	11	21	and	and	CCONJ
alkej-564	11	22	hearing	hear	VERB
alkej-564	11	23	to	to	PART
alkej-564	11	24	evaluate	evaluate	VERB
alkej-564	11	25	the	the	DET
alkej-564	11	26	weld	weld	NOUN
alkej-564	11	27	quality	quality	NOUN
alkej-564	11	28	and	and	CCONJ
alkej-564	11	29	on	on	ADP
alkej-564	11	30	the	the	DET
alkej-564	11	31	welder	welder	NOUN
alkej-564	11	32	's	's	PART
alkej-564	11	33	experience	experience	NOUN
alkej-564	11	34	to	to	PART
alkej-564	11	35	make	make	VERB
alkej-564	11	36	corrections	correction	NOUN
alkej-564	11	37	is	be	AUX
alkej-564	11	38	labor	labor	NOUN
alkej-564	11	39	-	-	PUNCT
alkej-564	11	40	intensive	intensive	ADJ
alkej-564	11	41	and	and	CCONJ
alkej-564	11	42	frequently	frequently	ADV
alkej-564	11	43	unreliable	unreliable	ADJ
alkej-564	11	44	.	.	PUNCT
alkej-564	12	1	if	if	SCONJ
alkej-564	12	2	weld	weld	NOUN
alkej-564	12	3	defects	defect	NOUN
alkej-564	12	4	are	be	AUX
alkej-564	12	5	detected	detect	VERB
alkej-564	12	6	from	from	ADP
alkej-564	12	7	post	post	NOUN
alkej-564	12	8	weld	weld	NOUN
alkej-564	12	9	inspection	inspection	NOUN
alkej-564	12	10	,	,	PUNCT
alkej-564	12	11	the	the	DET
alkej-564	12	12	defective	defective	ADJ
alkej-564	12	13	parts	part	NOUN
alkej-564	12	14	may	may	AUX
alkej-564	12	15	result	result	VERB
alkej-564	12	16	in	in	ADP
alkej-564	12	17	unnecessary	unnecessary	ADJ
alkej-564	12	18	manufacturing	manufacturing	NOUN
alkej-564	12	19	cost	cost	NOUN
alkej-564	12	20	and	and	CCONJ
alkej-564	12	21	wasted	waste	VERB
alkej-564	12	22	man	man	NOUN
alkej-564	12	23	-	-	PUNCT
alkej-564	12	24	hours	hour	NOUN
alkej-564	12	25	to	to	PART
alkej-564	12	26	repair	repair	VERB
alkej-564	12	27	them	they	PRON
alkej-564	12	28	.	.	PUNCT
alkej-564	13	1	to	to	PART
alkej-564	13	2	solve	solve	VERB
alkej-564	13	3	this	this	DET
alkej-564	13	4	problem	problem	NOUN
alkej-564	13	5	,	,	PUNCT
alkej-564	13	6	the	the	DET
alkej-564	13	7	welding	welding	NOUN
alkej-564	13	8	system	system	NOUN
alkej-564	13	9	must	must	AUX
alkej-564	13	10	have	have	VERB
alkej-564	13	11	in	in	ADP
alkej-564	13	12	-	-	PUNCT
alkej-564	13	13	process	process	NOUN
alkej-564	13	14	monitor	monitor	NOUN
alkej-564	13	15	and	and	CCONJ
alkej-564	13	16	control	control	NOUN
alkej-564	13	17	of	of	ADP
alkej-564	13	18	the	the	DET
alkej-564	13	19	process	process	NOUN
alkej-564	13	20	variables	variable	VERB
alkej-564	13	21	that	that	PRON
alkej-564	13	22	mostly	mostly	ADV
alkej-564	13	23	influence	influence	VERB
alkej-564	13	24	the	the	DET
alkej-564	13	25	weld	weld	NOUN
alkej-564	13	26	quality	quality	NOUN
alkej-564	14	1	[	[	X
alkej-564	14	2	1	1	NUM
alkej-564	14	3	]	]	PUNCT
alkej-564	14	4	.	.	PUNCT
alkej-564	15	1	the	the	DET
alkej-564	15	2	task	task	NOUN
alkej-564	15	3	of	of	ADP
alkej-564	15	4	a	a	DET
alkej-564	15	5	weld	weld	NOUN
alkej-564	15	6	monitoring	monitoring	NOUN
alkej-564	15	7	system	system	NOUN
alkej-564	15	8	is	be	AUX
alkej-564	15	9	to	to	PART
alkej-564	15	10	use	use	VERB
alkej-564	15	11	captured	capture	VERB
alkej-564	15	12	signals	signal	NOUN
alkej-564	15	13	to	to	PART
alkej-564	15	14	classify	classify	VERB
alkej-564	15	15	a	a	DET
alkej-564	15	16	weld	weld	NOUN
alkej-564	15	17	into	into	ADP
alkej-564	15	18	defective	defective	ADJ
alkej-564	15	19	or	or	CCONJ
alkej-564	15	20	nondefective	nondefective	ADJ
alkej-564	15	21	groups	group	NOUN
alkej-564	15	22	.	.	PUNCT
alkej-564	16	1	the	the	DET
alkej-564	16	2	signals	signal	NOUN
alkej-564	16	3	of	of	ADP
alkej-564	16	4	the	the	DET
alkej-564	16	5	welding	welding	NOUN
alkej-564	16	6	process	process	NOUN
alkej-564	16	7	such	such	ADJ
alkej-564	16	8	as	as	ADP
alkej-564	16	9	welding	welding	NOUN
alkej-564	16	10	voltage	voltage	NOUN
alkej-564	16	11	and	and	CCONJ
alkej-564	16	12	current	current	NOUN
alkej-564	16	13	can	can	AUX
alkej-564	16	14	be	be	AUX
alkej-564	16	15	used	use	VERB
alkej-564	16	16	as	as	ADP
alkej-564	16	17	variables	variable	NOUN
alkej-564	16	18	.	.	PUNCT
alkej-564	17	1	however	however	ADV
alkej-564	17	2	,	,	PUNCT
alkej-564	17	3	external	external	ADJ
alkej-564	17	4	sensors	sensor	NOUN
alkej-564	17	5	are	be	AUX
alkej-564	17	6	expensive	expensive	ADJ
alkej-564	17	7	and	and	CCONJ
alkej-564	17	8	restrict	restrict	VERB
alkej-564	17	9	the	the	DET
alkej-564	17	10	mobility	mobility	NOUN
alkej-564	17	11	and	and	CCONJ
alkej-564	17	12	flexibility	flexibility	NOUN
alkej-564	17	13	of	of	ADP
alkej-564	17	14	some	some	DET
alkej-564	17	15	automated	automate	VERB
alkej-564	17	16	arc	arc	NOUN
alkej-564	17	17	welding	welding	NOUN
alkej-564	17	18	systems	system	NOUN
alkej-564	17	19	.	.	PUNCT
alkej-564	18	1	by	by	ADP
alkej-564	18	2	comparison	comparison	NOUN
alkej-564	18	3	,	,	PUNCT
alkej-564	18	4	welding	weld	VERB
alkej-564	18	5	voltage	voltage	NOUN
alkej-564	18	6	and	and	CCONJ
alkej-564	18	7	current	current	ADJ
alkej-564	18	8	are	be	AUX
alkej-564	18	9	inherent	inherent	ADJ
alkej-564	18	10	process	process	NOUN
alkej-564	18	11	parameters	parameter	NOUN
alkej-564	18	12	and	and	CCONJ
alkej-564	18	13	are	be	AUX
alkej-564	18	14	easy	easy	ADJ
alkej-564	18	15	to	to	PART
alkej-564	18	16	measure	measure	VERB
alkej-564	18	17	.	.	PUNCT
alkej-564	19	1	moreover	moreover	ADV
alkej-564	19	2	,	,	PUNCT
alkej-564	19	3	their	their	PRON
alkej-564	19	4	curves	curve	NOUN
alkej-564	19	5	reflect	reflect	VERB
alkej-564	19	6	many	many	ADJ
alkej-564	19	7	peculiarities	peculiarity	NOUN
alkej-564	19	8	of	of	ADP
alkej-564	19	9	the	the	DET
alkej-564	19	10	welding	welding	NOUN
alkej-564	19	11	process	process	NOUN
alkej-564	19	12	in	in	ADP
alkej-564	19	13	their	their	PRON
alkej-564	19	14	shape	shape	NOUN
alkej-564	19	15	.	.	PUNCT
alkej-564	20	1	each	each	DET
alkej-564	20	2	kind	kind	NOUN
alkej-564	20	3	of	of	ADP
alkej-564	20	4	arc	arc	NOUN
alkej-564	20	5	welding	welding	NOUN
alkej-564	20	6	process	process	NOUN
alkej-564	20	7	is	be	AUX
alkej-564	20	8	characterized	characterize	VERB
alkej-564	20	9	by	by	ADP
alkej-564	20	10	certain	certain	ADJ
alkej-564	20	11	shapes	shape	NOUN
alkej-564	20	12	of	of	ADP
alkej-564	20	13	the	the	DET
alkej-564	20	14	welding	welding	NOUN
alkej-564	20	15	voltage	voltage	NOUN
alkej-564	20	16	and	and	CCONJ
alkej-564	20	17	the	the	DET
alkej-564	20	18	current	current	ADJ
alkej-564	20	19	typical	typical	ADJ
alkej-564	20	20	for	for	ADP
alkej-564	20	21	the	the	DET
alkej-564	20	22	process	process	NOUN
alkej-564	20	23	.	.	PUNCT
alkej-564	21	1	any	any	DET
alkej-564	21	2	disturbances	disturbance	NOUN
alkej-564	21	3	or	or	CCONJ
alkej-564	21	4	occurrences	occurrence	NOUN
alkej-564	21	5	of	of	ADP
alkej-564	21	6	faults	fault	NOUN
alkej-564	21	7	during	during	ADP
alkej-564	21	8	welding	weld	VERB
alkej-564	21	9	inevitably	inevitably	ADV
alkej-564	21	10	result	result	VERB
alkej-564	21	11	in	in	ADP
alkej-564	21	12	variation	variation	NOUN
alkej-564	21	13	of	of	ADP
alkej-564	21	14	these	these	DET
alkej-564	21	15	curves	curve	NOUN
alkej-564	21	16	to	to	ADP
alkej-564	21	17	some	some	DET
alkej-564	21	18	extent	extent	NOUN
alkej-564	21	19	[	[	X
alkej-564	21	20	2	2	NUM
alkej-564	21	21	]	]	PUNCT
alkej-564	21	22	.	.	PUNCT
alkej-564	22	1	therefore	therefore	ADV
alkej-564	22	2	,	,	PUNCT
alkej-564	22	3	quality	quality	NOUN
alkej-564	22	4	assurance	assurance	NOUN
alkej-564	22	5	in	in	ADP
alkej-564	22	6	arc	arc	NOUN
alkej-564	22	7	welding	welding	NOUN
alkej-564	22	8	may	may	AUX
alkej-564	22	9	be	be	AUX
alkej-564	22	10	achieved	achieve	VERB
alkej-564	22	11	through	through	ADP
alkej-564	22	12	examining	examine	VERB
alkej-564	22	13	welding	welding	NOUN
alkej-564	22	14	voltage	voltage	NOUN
alkej-564	22	15	and	and	CCONJ
alkej-564	22	16	current	current	ADJ
alkej-564	22	17	.	.	PUNCT
alkej-564	23	1	because	because	SCONJ
alkej-564	23	2	the	the	DET
alkej-564	23	3	arc	arc	NOUN
alkej-564	23	4	welding	welding	NOUN
alkej-564	23	5	process	process	NOUN
alkej-564	23	6	involves	involve	VERB
alkej-564	23	7	melting	melting	NOUN
alkej-564	23	8	and	and	CCONJ
alkej-564	23	9	resolidification	resolidification	NOUN
alkej-564	23	10	of	of	ADP
alkej-564	23	11	the	the	DET
alkej-564	23	12	base	base	NOUN
alkej-564	23	13	material	material	NOUN
alkej-564	23	14	,	,	PUNCT
alkej-564	23	15	the	the	DET
alkej-564	23	16	geometry	geometry	NOUN
alkej-564	23	17	of	of	ADP
alkej-564	23	18	the	the	DET
alkej-564	23	19	resulting	result	VERB
alkej-564	23	20	weld	weld	NOUN
alkej-564	23	21	head	head	NOUN
alkej-564	23	22	is	be	AUX
alkej-564	23	23	a	a	DET
alkej-564	23	24	good	good	ADJ
alkej-564	23	25	indicator	indicator	NOUN
alkej-564	23	26	of	of	ADP
alkej-564	23	27	the	the	DET
alkej-564	23	28	integrity	integrity	NOUN
alkej-564	23	29	of	of	ADP
alkej-564	23	30	the	the	DET
alkej-564	23	31	weld	weld	NOUN
alkej-564	23	32	.	.	PUNCT
alkej-564	24	1	therefore	therefore	ADV
alkej-564	24	2	,	,	PUNCT
alkej-564	24	3	the	the	DET
alkej-564	24	4	geometry	geometry	NOUN
alkej-564	24	5	of	of	ADP
alkej-564	24	6	the	the	DET
alkej-564	24	7	weld	weld	NOUN
alkej-564	24	8	head	head	NOUN
alkej-564	24	9	:	:	PUNCT
alkej-564	24	10	bead	bead	NOUN
alkej-564	24	11	width	width	NOUN
alkej-564	24	12	,	,	PUNCT
alkej-564	24	13	bead	bead	VERB
alkej-564	24	14	height	height	NOUN
alkej-564	24	15	,	,	PUNCT
alkej-564	24	16	and	and	CCONJ
alkej-564	24	17	penetration	penetration	NOUN
alkej-564	24	18	depth	depth	NOUN
alkej-564	24	19	,	,	PUNCT
alkej-564	24	20	along	along	ADP
alkej-564	24	21	with	with	ADP
alkej-564	24	22	the	the	DET
alkej-564	24	23	absence	absence	NOUN
alkej-564	24	24	of	of	ADP
alkej-564	24	25	spatter	spatter	NOUN
alkej-564	24	26	,	,	PUNCT
alkej-564	24	27	is	be	AUX
alkej-564	24	28	used	use	VERB
alkej-564	24	29	as	as	ADP
alkej-564	24	30	a	a	DET
alkej-564	24	31	quality	quality	NOUN
alkej-564	24	32	indicator	indicator	NOUN
alkej-564	24	33	.	.	PUNCT
alkej-564	25	1	even	even	ADV
alkej-564	25	2	though	though	SCONJ
alkej-564	25	3	mailto:dr_nabeelalsahab@hotmail.com	mailto:dr_nabeelalsahab@hotmail.com	PROPN
alkej-564	25	4	nabeel	nabeel	PROPN
alkej-564	25	5	k.	k.	PROPN
alkej-564	25	6	abid	abid	PROPN
alkej-564	25	7	al	al	PROPN
alkej-564	25	8	-	-	PUNCT
alkej-564	25	9	sahib	sahib	NOUN
alkej-564	25	10	al	al	PROPN
alkej-564	25	11	-	-	PUNCT
alkej-564	25	12	khwarizmi	khwarizmi	PROPN
alkej-564	25	13	engineering	engineering	NOUN
alkej-564	25	14	journal	journal	PROPN
alkej-564	25	15	,	,	PUNCT
alkej-564	25	16	vol	vol	NOUN
alkej-564	25	17	.	.	PROPN
alkej-564	25	18	5	5	NUM
alkej-564	25	19	,	,	PUNCT
alkej-564	25	20	no	no	INTJ
alkej-564	25	21	.	.	NOUN
alkej-564	25	22	3	3	NUM
alkej-564	25	23	,	,	PUNCT
alkej-564	25	24	pp	pp	ADV
alkej-564	25	25	1	1	NUM
alkej-564	25	26	-	-	SYM
alkej-564	25	27	15	15	NUM
alkej-564	25	28	(	(	PUNCT
alkej-564	25	29	2009	2009	NUM
alkej-564	25	30	)	)	PUNCT
alkej-564	25	31	2	2	NUM
alkej-564	25	32	these	these	DET
alkej-564	25	33	measurements	measurement	NOUN
alkej-564	25	34	are	be	AUX
alkej-564	25	35	used	use	VERB
alkej-564	25	36	to	to	PART
alkej-564	25	37	monitor	monitor	VERB
alkej-564	25	38	the	the	DET
alkej-564	25	39	weld	weld	NOUN
alkej-564	25	40	pool	pool	NOUN
alkej-564	25	41	sizes	size	NOUN
alkej-564	25	42	with	with	ADP
alkej-564	25	43	reasonable	reasonable	ADJ
alkej-564	25	44	accuracy	accuracy	NOUN
alkej-564	25	45	,	,	PUNCT
alkej-564	25	46	it	it	PRON
alkej-564	25	47	is	be	AUX
alkej-564	25	48	difficult	difficult	ADJ
alkej-564	25	49	to	to	PART
alkej-564	25	50	conventionally	conventionally	ADV
alkej-564	25	51	locate	locate	VERB
alkej-564	25	52	a	a	DET
alkej-564	25	53	sensor	sensor	NOUN
alkej-564	25	54	on	on	ADP
alkej-564	25	55	the	the	DET
alkej-564	25	56	weld	weld	NOUN
alkej-564	25	57	and	and	CCONJ
alkej-564	25	58	to	to	PART
alkej-564	25	59	simultaneously	simultaneously	ADV
alkej-564	25	60	measure	measure	VERB
alkej-564	25	61	the	the	DET
alkej-564	25	62	bead	bead	NOUN
alkej-564	25	63	width	width	NOUN
alkej-564	25	64	,	,	PUNCT
alkej-564	25	65	depth	depth	NOUN
alkej-564	25	66	of	of	ADP
alkej-564	25	67	penetration	penetration	NOUN
alkej-564	25	68	and	and	CCONJ
alkej-564	25	69	dispersion	dispersion	NOUN
alkej-564	25	70	of	of	ADP
alkej-564	25	71	spatter	spatter	NOUN
alkej-564	25	72	[	[	X
alkej-564	25	73	1	1	NUM
alkej-564	25	74	]	]	PUNCT
alkej-564	25	75	.	.	PUNCT
alkej-564	26	1	weld	weld	NOUN
alkej-564	26	2	voltage	voltage	NOUN
alkej-564	26	3	and	and	CCONJ
alkej-564	26	4	current	current	ADJ
alkej-564	26	5	comprise	comprise	VERB
alkej-564	26	6	the	the	DET
alkej-564	26	7	basic	basic	ADJ
alkej-564	26	8	welding	welding	NOUN
alkej-564	26	9	electrical	electrical	ADJ
alkej-564	26	10	parameters	parameter	NOUN
alkej-564	26	11	.	.	PUNCT
alkej-564	27	1	all	all	DET
alkej-564	27	2	other	other	ADJ
alkej-564	27	3	electrical	electrical	ADJ
alkej-564	27	4	parameters	parameter	NOUN
alkej-564	27	5	such	such	ADJ
alkej-564	27	6	as	as	ADP
alkej-564	27	7	resistance	resistance	NOUN
alkej-564	27	8	and	and	CCONJ
alkej-564	27	9	power	power	NOUN
alkej-564	27	10	are	be	AUX
alkej-564	27	11	calculated	calculate	VERB
alkej-564	27	12	from	from	ADP
alkej-564	27	13	these	these	DET
alkej-564	27	14	two	two	NUM
alkej-564	27	15	parameters	parameter	NOUN
alkej-564	27	16	.	.	PUNCT
alkej-564	28	1	common	common	ADJ
alkej-564	28	2	measurement	measurement	NOUN
alkej-564	28	3	techniques	technique	NOUN
alkej-564	28	4	include	include	VERB
alkej-564	28	5	:	:	PUNCT
alkej-564	28	6	peak	peak	NOUN
alkej-564	28	7	value	value	NOUN
alkej-564	28	8	,	,	PUNCT
alkej-564	28	9	root	root	NOUN
alkej-564	28	10	-	-	PUNCT
alkej-564	28	11	mean	mean	NOUN
alkej-564	28	12	-	-	PUNCT
alkej-564	28	13	square	square	NOUN
alkej-564	28	14	(	(	PUNCT
alkej-564	28	15	rms	rm	NOUN
alkej-564	28	16	)	)	PUNCT
alkej-564	28	17	,	,	PUNCT
alkej-564	28	18	average	average	ADJ
alkej-564	28	19	,	,	PUNCT
alkej-564	28	20	and	and	CCONJ
alkej-564	28	21	time	time	NOUN
alkej-564	28	22	integration	integration	NOUN
alkej-564	28	23	.	.	PUNCT
alkej-564	29	1	peak	peak	NOUN
alkej-564	29	2	value	value	NOUN
alkej-564	29	3	measurements	measurement	NOUN
alkej-564	29	4	are	be	AUX
alkej-564	29	5	more	more	ADV
alkej-564	29	6	sensitive	sensitive	ADJ
alkej-564	29	7	to	to	ADP
alkej-564	29	8	potential	potential	ADJ
alkej-564	29	9	changes	change	NOUN
alkej-564	29	10	in	in	ADP
alkej-564	29	11	the	the	DET
alkej-564	29	12	welding	welding	NOUN
alkej-564	29	13	process	process	NOUN
alkej-564	29	14	and	and	CCONJ
alkej-564	29	15	noise	noise	NOUN
alkej-564	29	16	spikes	spike	NOUN
alkej-564	29	17	.	.	PUNCT
alkej-564	30	1	rms	rm	NOUN
alkej-564	30	2	,	,	PUNCT
alkej-564	30	3	average	average	ADJ
alkej-564	30	4	,	,	PUNCT
alkej-564	30	5	and	and	CCONJ
alkej-564	30	6	integration	integration	NOUN
alkej-564	30	7	measurements	measurement	NOUN
alkej-564	30	8	filter	filter	VERB
alkej-564	30	9	out	out	ADP
alkej-564	30	10	the	the	DET
alkej-564	30	11	noise	noise	NOUN
alkej-564	30	12	spikes	spike	NOUN
alkej-564	30	13	,	,	PUNCT
alkej-564	30	14	but	but	CCONJ
alkej-564	30	15	may	may	AUX
alkej-564	30	16	mask	mask	VERB
alkej-564	30	17	potential	potential	ADJ
alkej-564	30	18	weld	weld	NOUN
alkej-564	30	19	quality	quality	NOUN
alkej-564	30	20	information	information	NOUN
alkej-564	30	21	[	[	X
alkej-564	30	22	3	3	NUM
alkej-564	30	23	]	]	PUNCT
alkej-564	30	24	.	.	PUNCT
alkej-564	31	1	many	many	ADJ
alkej-564	31	2	researches	research	NOUN
alkej-564	31	3	have	have	AUX
alkej-564	31	4	been	be	AUX
alkej-564	31	5	carried	carry	VERB
alkej-564	31	6	out	out	ADP
alkej-564	31	7	on	on	ADP
alkej-564	31	8	the	the	DET
alkej-564	31	9	welding	welding	NOUN
alkej-564	31	10	quality	quality	NOUN
alkej-564	31	11	and	and	CCONJ
alkej-564	31	12	monitoring	monitoring	NOUN
alkej-564	31	13	.	.	PUNCT
alkej-564	32	1	the	the	DET
alkej-564	32	2	on	on	ADP
alkej-564	32	3	-	-	PUNCT
alkej-564	32	4	line	line	NOUN
alkej-564	32	5	quality	quality	NOUN
alkej-564	32	6	monitoring	monitoring	NOUN
alkej-564	32	7	technique	technique	NOUN
alkej-564	32	8	was	be	AUX
alkej-564	32	9	described	describe	VERB
alkej-564	32	10	to	to	PART
alkej-564	32	11	detect	detect	VERB
alkej-564	32	12	susceptibility	susceptibility	NOUN
alkej-564	32	13	of	of	ADP
alkej-564	32	14	welding	weld	VERB
alkej-564	32	15	defect	defect	NOUN
alkej-564	32	16	formation	formation	NOUN
alkej-564	32	17	by	by	ADP
alkej-564	32	18	using	use	VERB
alkej-564	32	19	real	real	ADJ
alkej-564	32	20	time	time	NOUN
alkej-564	32	21	monitoring	monitoring	NOUN
alkej-564	32	22	of	of	ADP
alkej-564	32	23	welding	welding	NOUN
alkej-564	32	24	parameters	parameter	NOUN
alkej-564	32	25	:	:	PUNCT
alkej-564	32	26	arc	arc	NOUN
alkej-564	32	27	voltage	voltage	NOUN
alkej-564	32	28	,	,	PUNCT
alkej-564	32	29	work	work	NOUN
alkej-564	32	30	angle	angle	NOUN
alkej-564	32	31	and	and	CCONJ
alkej-564	32	32	traveling	travel	VERB
alkej-564	32	33	angle	angle	NOUN
alkej-564	32	34	smaw	smaw	NOUN
alkej-564	32	35	(	(	PUNCT
alkej-564	32	36	shielded	shielded	ADJ
alkej-564	32	37	metal	metal	NOUN
alkej-564	32	38	arc	arc	NOUN
alkej-564	32	39	welding	welding	NOUN
alkej-564	32	40	process	process	NOUN
alkej-564	32	41	)	)	PUNCT
alkej-564	32	42	was	be	AUX
alkej-564	32	43	selected	select	VERB
alkej-564	32	44	in	in	ADP
alkej-564	32	45	this	this	DET
alkej-564	32	46	study	study	NOUN
alkej-564	32	47	[	[	X
alkej-564	32	48	4	4	NUM
alkej-564	32	49	]	]	PUNCT
alkej-564	32	50	.	.	PUNCT
alkej-564	33	1	the	the	DET
alkej-564	33	2	on	on	ADP
alkej-564	33	3	-	-	PUNCT
alkej-564	33	4	line	line	NOUN
alkej-564	33	5	quality	quality	NOUN
alkej-564	33	6	monitoring	monitoring	NOUN
alkej-564	33	7	system	system	NOUN
alkej-564	33	8	based	base	VERB
alkej-564	33	9	on	on	ADP
alkej-564	33	10	data	data	NOUN
alkej-564	33	11	mining	mining	NOUN
alkej-564	33	12	(	(	PUNCT
alkej-564	33	13	db	db	NOUN
alkej-564	33	14	)	)	PUNCT
alkej-564	33	15	technology	technology	NOUN
alkej-564	33	16	was	be	AUX
alkej-564	33	17	established	establish	VERB
alkej-564	33	18	,	,	PUNCT
alkej-564	33	19	the	the	DET
alkej-564	33	20	system	system	NOUN
alkej-564	33	21	was	be	AUX
alkej-564	33	22	set	set	VERB
alkej-564	33	23	up	up	ADP
alkej-564	33	24	with	with	ADP
alkej-564	33	25	client	client	NOUN
alkej-564	33	26	/	/	SYM
alkej-564	33	27	server	server	NOUN
alkej-564	33	28	architecture	architecture	NOUN
alkej-564	33	29	[	[	X
alkej-564	33	30	5	5	NUM
alkej-564	33	31	]	]	PUNCT
alkej-564	33	32	.	.	PUNCT
alkej-564	34	1	a	a	DET
alkej-564	34	2	new	new	ADJ
alkej-564	34	3	approach	approach	NOUN
alkej-564	34	4	for	for	ADP
alkej-564	34	5	real	real	ADJ
alkej-564	34	6	-	-	PUNCT
alkej-564	34	7	time	time	NOUN
alkej-564	34	8	weld	weld	NOUN
alkej-564	34	9	quality	quality	NOUN
alkej-564	34	10	monitoring	monitoring	NOUN
alkej-564	34	11	was	be	AUX
alkej-564	34	12	proposed	propose	VERB
alkej-564	34	13	based	base	VERB
alkej-564	34	14	on	on	ADP
alkej-564	34	15	the	the	DET
alkej-564	34	16	combination	combination	NOUN
alkej-564	34	17	of	of	ADP
alkej-564	34	18	optical	optical	ADJ
alkej-564	34	19	sensors	sensor	NOUN
alkej-564	34	20	with	with	ADP
alkej-564	34	21	fuzzy	fuzzy	ADJ
alkej-564	34	22	logic	logic	NOUN
alkej-564	34	23	classification	classification	NOUN
alkej-564	34	24	algorithms	algorithm	NOUN
alkej-564	34	25	.	.	PUNCT
alkej-564	35	1	the	the	DET
alkej-564	35	2	sensing	sense	VERB
alkej-564	35	3	hardware	hardware	NOUN
alkej-564	35	4	encompassed	encompass	VERB
alkej-564	35	5	a	a	DET
alkej-564	35	6	/	/	SYM
alkej-564	35	7	d	d	NOUN
alkej-564	35	8	converters	converter	NOUN
alkej-564	35	9	and	and	CCONJ
alkej-564	35	10	photodiodes	photodiode	NOUN
alkej-564	35	11	measuring	measure	VERB
alkej-564	35	12	the	the	DET
alkej-564	35	13	radiations	radiation	NOUN
alkej-564	35	14	emitted	emit	VERB
alkej-564	35	15	by	by	ADP
alkej-564	35	16	the	the	DET
alkej-564	35	17	plasma	plasma	NOUN
alkej-564	35	18	surrounding	surround	VERB
alkej-564	35	19	the	the	DET
alkej-564	35	20	welding	welding	NOUN
alkej-564	35	21	arc	arc	NOUN
alkej-564	35	22	.	.	PUNCT
alkej-564	36	1	the	the	DET
alkej-564	36	2	measured	measure	VERB
alkej-564	36	3	data	datum	NOUN
alkej-564	36	4	was	be	AUX
alkej-564	36	5	then	then	ADV
alkej-564	36	6	filtered	filter	VERB
alkej-564	36	7	and	and	CCONJ
alkej-564	36	8	processed	process	VERB
alkej-564	36	9	to	to	PART
alkej-564	36	10	determine	determine	VERB
alkej-564	36	11	in	in	ADP
alkej-564	36	12	real	real	ADJ
alkej-564	36	13	-	-	PUNCT
alkej-564	36	14	time	time	NOUN
alkej-564	36	15	indices	index	NOUN
alkej-564	36	16	of	of	ADP
alkej-564	36	17	local	local	ADJ
alkej-564	36	18	quality	quality	NOUN
alkej-564	36	19	of	of	ADP
alkej-564	36	20	the	the	DET
alkej-564	36	21	welding	welding	NOUN
alkej-564	36	22	process	process	NOUN
alkej-564	36	23	.	.	PUNCT
alkej-564	37	1	these	these	DET
alkej-564	37	2	indices	index	NOUN
alkej-564	37	3	were	be	AUX
alkej-564	37	4	then	then	ADV
alkej-564	37	5	fed	feed	VERB
alkej-564	37	6	to	to	ADP
alkej-564	37	7	a	a	DET
alkej-564	37	8	fuzzy	fuzzy	ADJ
alkej-564	37	9	system	system	NOUN
alkej-564	37	10	,	,	PUNCT
alkej-564	37	11	which	which	PRON
alkej-564	37	12	provides	provide	VERB
alkej-564	37	13	an	an	DET
alkej-564	37	14	index	index	NOUN
alkej-564	37	15	of	of	ADP
alkej-564	37	16	the	the	DET
alkej-564	37	17	overall	overall	ADJ
alkej-564	37	18	quality	quality	NOUN
alkej-564	37	19	of	of	ADP
alkej-564	37	20	the	the	DET
alkej-564	37	21	weld	weld	NOUN
alkej-564	37	22	,	,	PUNCT
alkej-564	37	23	classifying	classify	VERB
alkej-564	37	24	type	type	NOUN
alkej-564	37	25	and	and	CCONJ
alkej-564	37	26	position	position	NOUN
alkej-564	37	27	of	of	ADP
alkej-564	37	28	specific	specific	ADJ
alkej-564	37	29	events	event	NOUN
alkej-564	37	30	(	(	PUNCT
alkej-564	37	31	e.g.	e.g.	ADV
alkej-564	37	32	anomalies	anomaly	NOUN
alkej-564	37	33	in	in	ADP
alkej-564	37	34	the	the	DET
alkej-564	37	35	current	current	ADJ
alkej-564	37	36	,	,	PUNCT
alkej-564	37	37	voltage	voltage	NOUN
alkej-564	37	38	or	or	CCONJ
alkej-564	37	39	speed	speed	NOUN
alkej-564	37	40	of	of	ADP
alkej-564	37	41	the	the	DET
alkej-564	37	42	arc	arc	NOUN
alkej-564	37	43	,	,	PUNCT
alkej-564	37	44	contamination	contamination	NOUN
alkej-564	37	45	with	with	ADP
alkej-564	37	46	other	other	ADJ
alkej-564	37	47	materials	material	NOUN
alkej-564	37	48	,	,	PUNCT
alkej-564	37	49	holes	hole	NOUN
alkej-564	37	50	)	)	PUNCT
alkej-564	38	1	[	[	X
alkej-564	38	2	6	6	NUM
alkej-564	38	3	]	]	PUNCT
alkej-564	38	4	.	.	PUNCT
alkej-564	39	1	an	an	DET
alkej-564	39	2	efficient	efficient	ADJ
alkej-564	39	3	approach	approach	NOUN
alkej-564	39	4	was	be	AUX
alkej-564	39	5	presented	present	VERB
alkej-564	39	6	to	to	PART
alkej-564	39	7	identify	identify	VERB
alkej-564	39	8	the	the	DET
alkej-564	39	9	stability	stability	NOUN
alkej-564	39	10	and	and	CCONJ
alkej-564	39	11	quality	quality	NOUN
alkej-564	39	12	of	of	ADP
alkej-564	39	13	short	short	ADJ
alkej-564	39	14	-	-	PUNCT
alkej-564	39	15	circuit	circuit	NOUN
alkej-564	39	16	gas	gas	NOUN
alkej-564	39	17	metal	metal	NOUN
alkej-564	39	18	arc	arc	NOUN
alkej-564	39	19	welding	welding	NOUN
alkej-564	39	20	(	(	PUNCT
alkej-564	39	21	gmaw	gmaw	PROPN
alkej-564	39	22	)	)	PUNCT
alkej-564	39	23	by	by	ADP
alkej-564	39	24	using	use	VERB
alkej-564	39	25	power	power	NOUN
alkej-564	39	26	spectral	spectral	ADJ
alkej-564	39	27	analysis	analysis	NOUN
alkej-564	39	28	and	and	CCONJ
alkej-564	39	29	timefrequency	timefrequency	NOUN
alkej-564	39	30	spectral	spectral	ADJ
alkej-564	39	31	analysis	analysis	NOUN
alkej-564	39	32	methods	method	NOUN
alkej-564	39	33	.	.	PUNCT
alkej-564	40	1	a	a	DET
alkej-564	40	2	systematic	systematic	ADJ
alkej-564	40	3	analysis	analysis	NOUN
alkej-564	40	4	based	base	VERB
alkej-564	40	5	on	on	ADP
alkej-564	40	6	experimental	experimental	ADJ
alkej-564	40	7	data	datum	NOUN
alkej-564	40	8	showed	show	VERB
alkej-564	40	9	that	that	SCONJ
alkej-564	40	10	the	the	DET
alkej-564	40	11	short	short	ADJ
alkej-564	40	12	circuiting	circuit	VERB
alkej-564	40	13	frequency	frequency	NOUN
alkej-564	40	14	is	be	AUX
alkej-564	40	15	a	a	DET
alkej-564	40	16	determining	determine	VERB
alkej-564	40	17	factor	factor	NOUN
alkej-564	40	18	on	on	ADP
alkej-564	40	19	weld	weld	NOUN
alkej-564	40	20	process	process	NOUN
alkej-564	40	21	stability	stability	NOUN
alkej-564	40	22	.	.	PUNCT
alkej-564	41	1	the	the	DET
alkej-564	41	2	relationship	relationship	NOUN
alkej-564	41	3	between	between	ADP
alkej-564	41	4	the	the	DET
alkej-564	41	5	short	short	ADJ
alkej-564	41	6	-	-	PUNCT
alkej-564	41	7	circuiting	circuit	VERB
alkej-564	41	8	frequency	frequency	NOUN
alkej-564	41	9	and	and	CCONJ
alkej-564	41	10	the	the	DET
alkej-564	41	11	process	process	NOUN
alkej-564	41	12	stability	stability	NOUN
alkej-564	41	13	was	be	AUX
alkej-564	41	14	established	establish	VERB
alkej-564	41	15	[	[	X
alkej-564	41	16	7	7	NUM
alkej-564	41	17	]	]	PUNCT
alkej-564	41	18	.	.	PUNCT
alkej-564	42	1	the	the	DET
alkej-564	42	2	theory	theory	NOUN
alkej-564	42	3	of	of	ADP
alkej-564	42	4	stochastic	stochastic	ADJ
alkej-564	42	5	processes	process	NOUN
alkej-564	42	6	was	be	AUX
alkej-564	42	7	applied	apply	VERB
alkej-564	42	8	to	to	ADP
alkej-564	42	9	the	the	DET
alkej-564	42	10	analysis	analysis	NOUN
alkej-564	42	11	of	of	ADP
alkej-564	42	12	gas	gas	NOUN
alkej-564	42	13	metal	metal	NOUN
alkej-564	42	14	arc	arc	NOUN
alkej-564	42	15	welding	welding	NOUN
alkej-564	42	16	data	datum	NOUN
alkej-564	42	17	.	.	PUNCT
alkej-564	43	1	a	a	DET
alkej-564	43	2	theoretical	theoretical	ADJ
alkej-564	43	3	approach	approach	NOUN
alkej-564	43	4	is	be	AUX
alkej-564	43	5	presented	present	VERB
alkej-564	43	6	and	and	CCONJ
alkej-564	43	7	some	some	PRON
alkej-564	43	8	of	of	ADP
alkej-564	43	9	the	the	DET
alkej-564	43	10	commonly	commonly	ADV
alkej-564	43	11	assumed	assume	VERB
alkej-564	43	12	hypothesis	hypothesis	NOUN
alkej-564	43	13	of	of	ADP
alkej-564	43	14	process	process	NOUN
alkej-564	43	15	stationarity	stationarity	NOUN
alkej-564	43	16	and	and	CCONJ
alkej-564	43	17	ergodicity	ergodicity	NOUN
alkej-564	43	18	are	be	AUX
alkej-564	43	19	verified	verify	VERB
alkej-564	43	20	for	for	ADP
alkej-564	43	21	the	the	DET
alkej-564	43	22	data	datum	NOUN
alkej-564	43	23	collected	collect	VERB
alkej-564	43	24	from	from	ADP
alkej-564	43	25	stable	stable	ADJ
alkej-564	43	26	processes	process	NOUN
alkej-564	43	27	adjusted	adjust	VERB
alkej-564	43	28	for	for	ADP
alkej-564	43	29	short	short	ADJ
alkej-564	43	30	circuiting	circuiting	NOUN
alkej-564	43	31	and	and	CCONJ
alkej-564	43	32	spray	spray	VERB
alkej-564	43	33	modes	mode	NOUN
alkej-564	43	34	of	of	ADP
alkej-564	43	35	metal	metal	NOUN
alkej-564	43	36	transfer	transfer	NOUN
alkej-564	43	37	[	[	X
alkej-564	43	38	8	8	NUM
alkej-564	43	39	]	]	PUNCT
alkej-564	43	40	.	.	PUNCT
alkej-564	44	1	2	2	X
alkej-564	44	2	.	.	X
alkej-564	44	3	monitoring	monitoring	NOUN
alkej-564	44	4	of	of	ADP
alkej-564	44	5	fusion	fusion	NOUN
alkej-564	44	6	arc	arc	NOUN
alkej-564	44	7	welding	welding	NOUN
alkej-564	44	8	monitoring	monitoring	NOUN
alkej-564	44	9	fusion	fusion	NOUN
alkej-564	44	10	arc	arc	NOUN
alkej-564	44	11	welds	weld	NOUN
alkej-564	44	12	is	be	AUX
alkej-564	44	13	becoming	become	VERB
alkej-564	44	14	more	more	ADV
alkej-564	44	15	important	important	ADJ
alkej-564	44	16	as	as	SCONJ
alkej-564	44	17	humans	human	NOUN
alkej-564	44	18	are	be	AUX
alkej-564	44	19	becoming	become	VERB
alkej-564	44	20	more	more	ADV
alkej-564	44	21	-	-	PUNCT
alkej-564	44	22	andmore	andmore	ADV
alkej-564	44	23	remote	remote	NOUN
alkej-564	44	24	from	from	ADP
alkej-564	44	25	the	the	DET
alkej-564	44	26	actual	actual	ADJ
alkej-564	44	27	welding	welding	NOUN
alkej-564	44	28	operation	operation	NOUN
alkej-564	44	29	.	.	PUNCT
alkej-564	45	1	many	many	ADJ
alkej-564	45	2	new	new	ADJ
alkej-564	45	3	systems	system	NOUN
alkej-564	45	4	are	be	AUX
alkej-564	45	5	being	be	AUX
alkej-564	45	6	developed	develop	VERB
alkej-564	45	7	to	to	PART
alkej-564	45	8	monitor	monitor	VERB
alkej-564	45	9	automated	automate	VERB
alkej-564	45	10	or	or	CCONJ
alkej-564	45	11	non	non	ADJ
alkej-564	45	12	-	-	ADJ
alkej-564	45	13	automated	automated	ADJ
alkej-564	45	14	welding	welding	NOUN
alkej-564	45	15	processes	process	NOUN
alkej-564	45	16	in	in	ADP
alkej-564	45	17	real	real	ADJ
alkej-564	45	18	-	-	PUNCT
alkej-564	45	19	time	time	NOUN
alkej-564	45	20	(	(	PUNCT
alkej-564	45	21	on	on	ADP
alkej-564	45	22	-	-	PUNCT
alkej-564	45	23	line	line	NOUN
alkej-564	45	24	)	)	PUNCT
alkej-564	45	25	or	or	CCONJ
alkej-564	45	26	off	off	ADP
alkej-564	45	27	-	-	PUNCT
alkej-564	45	28	line	line	NOUN
alkej-564	45	29	.	.	PUNCT
alkej-564	46	1	in	in	ADP
alkej-564	46	2	general	general	ADJ
alkej-564	46	3	,	,	PUNCT
alkej-564	46	4	monitoring	monitoring	NOUN
alkej-564	46	5	methods	method	NOUN
alkej-564	46	6	can	can	AUX
alkej-564	46	7	be	be	AUX
alkej-564	46	8	divided	divide	VERB
alkej-564	46	9	into	into	ADP
alkej-564	46	10	two	two	NUM
alkej-564	46	11	classes	class	NOUN
alkej-564	46	12	:	:	PUNCT
alkej-564	46	13	model	model	NOUN
alkej-564	46	14	based	base	VERB
alkej-564	46	15	methods	method	NOUN
alkej-564	46	16	and	and	CCONJ
alkej-564	46	17	feature	feature	NOUN
alkej-564	46	18	based	base	VERB
alkej-564	46	19	methods	method	NOUN
alkej-564	46	20	.	.	PUNCT
alkej-564	47	1	model	model	NOUN
alkej-564	47	2	–	–	PUNCT
alkej-564	47	3	based	base	VERB
alkej-564	47	4	methods	method	NOUN
alkej-564	47	5	have	have	VERB
alkej-564	47	6	two	two	NUM
alkej-564	47	7	significant	significant	ADJ
alkej-564	47	8	limitations	limitation	NOUN
alkej-564	47	9	.	.	PUNCT
alkej-564	48	1	first	first	ADV
alkej-564	48	2	,	,	PUNCT
alkej-564	48	3	many	many	ADJ
alkej-564	48	4	processes	process	NOUN
alkej-564	48	5	are	be	AUX
alkej-564	48	6	non	non	ADJ
alkej-564	48	7	–	–	PUNCT
alkej-564	48	8	linear	linear	ADJ
alkej-564	48	9	time	time	NOUN
alkej-564	48	10	variant	variant	NOUN
alkej-564	48	11	systems	system	NOUN
alkej-564	48	12	;	;	PUNCT
alkej-564	48	13	this	this	PRON
alkej-564	48	14	makes	make	VERB
alkej-564	48	15	them	they	PRON
alkej-564	48	16	difficult	difficult	ADJ
alkej-564	48	17	to	to	PART
alkej-564	48	18	model	model	VERB
alkej-564	48	19	,	,	PUNCT
alkej-564	48	20	and	and	CCONJ
alkej-564	48	21	secondl	secondl	NOUN
alkej-564	48	22	,	,	PUNCT
alkej-564	48	23	the	the	DET
alkej-564	48	24	signals	signal	NOUN
alkej-564	48	25	obtained	obtain	VERB
alkej-564	48	26	from	from	ADP
alkej-564	48	27	sensors	sensor	NOUN
alkej-564	48	28	are	be	AUX
alkej-564	48	29	dependent	dependent	ADJ
alkej-564	48	30	on	on	ADP
alkej-564	48	31	a	a	DET
alkej-564	48	32	number	number	NOUN
alkej-564	48	33	of	of	ADP
alkej-564	48	34	other	other	ADJ
alkej-564	48	35	factors	factor	NOUN
alkej-564	48	36	.	.	PUNCT
alkej-564	49	1	feature	feature	NOUN
alkej-564	49	2	–	–	PUNCT
alkej-564	49	3	based	base	VERB
alkej-564	49	4	monitoring	monitoring	NOUN
alkej-564	49	5	methods	method	NOUN
alkej-564	49	6	use	use	VERB
alkej-564	49	7	suitable	suitable	ADJ
alkej-564	49	8	features	feature	NOUN
alkej-564	49	9	of	of	ADP
alkej-564	49	10	sensor	sensor	NOUN
alkej-564	49	11	signal	signal	NOUN
alkej-564	49	12	to	to	PART
alkej-564	49	13	identify	identify	VERB
alkej-564	49	14	the	the	DET
alkej-564	49	15	process	process	NOUN
alkej-564	49	16	conditions	condition	NOUN
alkej-564	49	17	.	.	PUNCT
alkej-564	50	1	these	these	DET
alkej-564	50	2	features	feature	NOUN
alkej-564	50	3	could	could	AUX
alkej-564	50	4	be	be	AUX
alkej-564	50	5	derived	derive	VERB
alkej-564	50	6	from	from	ADP
alkej-564	50	7	the	the	DET
alkej-564	50	8	current	current	ADJ
alkej-564	50	9	and	and	CCONJ
alkej-564	50	10	voltage	voltage	NOUN
alkej-564	50	11	or	or	CCONJ
alkej-564	50	12	from	from	ADP
alkej-564	50	13	speed	speed	NOUN
alkej-564	50	14	welding	welding	NOUN
alkej-564	50	15	conditions	condition	NOUN
alkej-564	50	16	[	[	X
alkej-564	50	17	9	9	NUM
alkej-564	50	18	]	]	PUNCT
alkej-564	50	19	.	.	PUNCT
alkej-564	51	1	for	for	ADP
alkej-564	51	2	the	the	DET
alkej-564	51	3	purpose	purpose	NOUN
alkej-564	51	4	of	of	ADP
alkej-564	51	5	increasing	increase	VERB
alkej-564	51	6	evidence	evidence	NOUN
alkej-564	51	7	that	that	SCONJ
alkej-564	51	8	the	the	DET
alkej-564	51	9	precision	precision	NOUN
alkej-564	51	10	of	of	ADP
alkej-564	51	11	diagnosis	diagnosis	NOUN
alkej-564	51	12	and	and	CCONJ
alkej-564	51	13	the	the	DET
alkej-564	51	14	fact	fact	NOUN
alkej-564	51	15	that	that	SCONJ
alkej-564	51	16	the	the	DET
alkej-564	51	17	process	process	NOUN
alkej-564	51	18	under	under	ADP
alkej-564	51	19	way	way	NOUN
alkej-564	51	20	is	be	AUX
alkej-564	51	21	correct	correct	ADJ
alkej-564	51	22	,	,	PUNCT
alkej-564	51	23	a	a	DET
alkej-564	51	24	number	number	NOUN
alkej-564	51	25	of	of	ADP
alkej-564	51	26	welding	welding	NOUN
alkej-564	51	27	samples	sample	NOUN
alkej-564	51	28	that	that	PRON
alkej-564	51	29	undergo	undergo	VERB
alkej-564	51	30	a	a	DET
alkej-564	51	31	destructive	destructive	ADJ
alkej-564	51	32	testing	testing	NOUN
alkej-564	51	33	(	(	PUNCT
alkej-564	51	34	bending	bend	VERB
alkej-564	51	35	and	and	CCONJ
alkej-564	51	36	tensile	tensile	NOUN
alkej-564	51	37	test	test	NOUN
alkej-564	51	38	)	)	PUNCT
alkej-564	51	39	and	and	CCONJ
alkej-564	51	40	non	non	PRON
alkej-564	51	41	destructive	destructive	ADJ
alkej-564	51	42	test	test	NOUN
alkej-564	51	43	(	(	PUNCT
alkej-564	51	44	hardness	hardness	NOUN
alkej-564	51	45	test	test	NOUN
alkej-564	51	46	)	)	PUNCT
alkej-564	51	47	have	have	AUX
alkej-564	51	48	been	be	AUX
alkej-564	51	49	selected	select	VERB
alkej-564	51	50	.	.	PUNCT
alkej-564	52	1	selection	selection	NOUN
alkej-564	52	2	of	of	ADP
alkej-564	52	3	appropriate	appropriate	ADJ
alkej-564	52	4	neural	neural	ADJ
alkej-564	52	5	network	network	NOUN
alkej-564	52	6	technique	technique	NOUN
alkej-564	52	7	will	will	AUX
alkej-564	52	8	be	be	AUX
alkej-564	52	9	a	a	DET
alkej-564	52	10	new	new	ADJ
alkej-564	52	11	and	and	CCONJ
alkej-564	52	12	effective	effective	ADJ
alkej-564	52	13	measure	measure	NOUN
alkej-564	52	14	added	add	VERB
alkej-564	52	15	to	to	ADP
alkej-564	52	16	the	the	DET
alkej-564	52	17	above	above	ADV
alkej-564	52	18	-	-	PUNCT
alkej-564	52	19	mentioned	mention	VERB
alkej-564	52	20	steps	step	NOUN
alkej-564	52	21	to	to	PART
alkej-564	52	22	obtain	obtain	VERB
alkej-564	52	23	an	an	DET
alkej-564	52	24	intact	intact	ADJ
alkej-564	52	25	diagnosis	diagnosis	NOUN
alkej-564	52	26	of	of	ADP
alkej-564	52	27	the	the	DET
alkej-564	52	28	quality	quality	NOUN
alkej-564	52	29	status	status	NOUN
alkej-564	52	30	.	.	PUNCT
alkej-564	53	1	in	in	ADP
alkej-564	53	2	the	the	DET
alkej-564	53	3	area	area	NOUN
alkej-564	53	4	of	of	ADP
alkej-564	53	5	shield	shield	NOUN
alkej-564	53	6	-	-	PUNCT
alkej-564	53	7	metal	metal	NOUN
alkej-564	53	8	arc	arc	NOUN
alkej-564	53	9	welding	welding	NOUN
alkej-564	53	10	(	(	PUNCT
alkej-564	53	11	smaw	smaw	NOUN
alkej-564	53	12	)	)	PUNCT
alkej-564	53	13	techniques	technique	NOUN
alkej-564	53	14	,	,	PUNCT
alkej-564	53	15	process	process	NOUN
alkej-564	53	16	monitoring	monitoring	NOUN
alkej-564	53	17	and	and	CCONJ
alkej-564	53	18	defect	defect	NOUN
alkej-564	53	19	-	-	PUNCT
alkej-564	53	20	detection	detection	NOUN
alkej-564	53	21	methods	method	NOUN
alkej-564	53	22	play	play	VERB
alkej-564	53	23	a	a	DET
alkej-564	53	24	fundamental	fundamental	ADJ
alkej-564	53	25	role	role	NOUN
alkej-564	53	26	in	in	ADP
alkej-564	53	27	improving	improve	VERB
alkej-564	53	28	the	the	DET
alkej-564	53	29	quality	quality	NOUN
alkej-564	53	30	and	and	CCONJ
alkej-564	53	31	the	the	DET
alkej-564	53	32	result	result	NOUN
alkej-564	53	33	at	at	ADP
alkej-564	53	34	reduced	reduce	VERB
alkej-564	53	35	manufacturing	manufacturing	NOUN
alkej-564	53	36	costs	cost	NOUN
alkej-564	53	37	.	.	PUNCT
alkej-564	54	1	the	the	DET
alkej-564	54	2	invention	invention	NOUN
alkej-564	54	3	provides	provide	VERB
alkej-564	54	4	an	an	DET
alkej-564	54	5	arc	arc	NOUN
alkej-564	54	6	welding	welding	NOUN
alkej-564	54	7	monitoring	monitoring	NOUN
alkej-564	54	8	device	device	NOUN
alkej-564	54	9	by	by	ADP
alkej-564	54	10	which	which	PRON
alkej-564	54	11	it	it	PRON
alkej-564	54	12	is	be	AUX
alkej-564	54	13	possible	possible	ADJ
alkej-564	54	14	to	to	PART
alkej-564	54	15	find	find	VERB
alkej-564	54	16	easily	easily	ADV
alkej-564	54	17	how	how	SCONJ
alkej-564	54	18	to	to	PART
alkej-564	54	19	detect	detect	VERB
alkej-564	54	20	data	datum	NOUN
alkej-564	54	21	such	such	ADJ
alkej-564	54	22	as	as	ADP
alkej-564	54	23	a	a	DET
alkej-564	54	24	welding	welding	NOUN
alkej-564	54	25	current	current	NOUN
alkej-564	54	26	and	and	CCONJ
alkej-564	54	27	a	a	DET
alkej-564	54	28	welding	welding	NOUN
alkej-564	54	29	voltage	voltage	NOUN
alkej-564	54	30	that	that	PRON
alkej-564	54	31	correspond	correspond	VERB
alkej-564	54	32	to	to	ADP
alkej-564	54	33	the	the	DET
alkej-564	54	34	speed	speed	NOUN
alkej-564	54	35	of	of	ADP
alkej-564	54	36	the	the	DET
alkej-564	54	37	electrode	electrode	NOUN
alkej-564	54	38	filler	filler	NOUN
alkej-564	54	39	.	.	PUNCT
alkej-564	55	1	in	in	ADP
alkej-564	55	2	monitoring	monitor	VERB
alkej-564	55	3	arc	arc	NOUN
alkej-564	55	4	welding	welding	NOUN
alkej-564	55	5	,	,	PUNCT
alkej-564	55	6	an	an	DET
alkej-564	55	7	arc	arc	NOUN
alkej-564	55	8	welding	welding	NOUN
alkej-564	55	9	monitoring	monitoring	NOUN
alkej-564	55	10	device	device	NOUN
alkej-564	55	11	is	be	AUX
alkej-564	55	12	disclosed	disclose	VERB
alkej-564	55	13	.	.	PUNCT
alkej-564	56	1	this	this	DET
alkej-564	56	2	device	device	NOUN
alkej-564	56	3	comprises	comprise	VERB
alkej-564	56	4	a	a	DET
alkej-564	56	5	means	mean	NOUN
alkej-564	56	6	for	for	ADP
alkej-564	56	7	detecting	detect	VERB
alkej-564	56	8	a	a	DET
alkej-564	56	9	welding	welding	NOUN
alkej-564	56	10	current	current	NOUN
alkej-564	56	11	or	or	CCONJ
alkej-564	56	12	an	an	DET
alkej-564	56	13	arc	arc	NOUN
alkej-564	56	14	voltage	voltage	NOUN
alkej-564	56	15	,	,	PUNCT
alkej-564	56	16	and	and	CCONJ
alkej-564	56	17	a	a	DET
alkej-564	56	18	/	/	SYM
alkej-564	56	19	d	d	NOUN
alkej-564	56	20	converter	converter	NOUN
alkej-564	56	21	for	for	ADP
alkej-564	56	22	converting	convert	VERB
alkej-564	56	23	analog	analog	ADJ
alkej-564	56	24	output	output	NOUN
alkej-564	56	25	of	of	ADP
alkej-564	56	26	detecting	detect	VERB
alkej-564	56	27	means	mean	VERB
alkej-564	56	28	to	to	ADP
alkej-564	56	29	digital	digital	ADJ
alkej-564	56	30	signals	signal	NOUN
alkej-564	56	31	in	in	ADP
alkej-564	56	32	terms	term	NOUN
alkej-564	56	33	of	of	ADP
alkej-564	56	34	a	a	DET
alkej-564	56	35	sampling	sample	VERB
alkej-564	56	36	frequency	frequency	NOUN
alkej-564	56	37	,	,	PUNCT
alkej-564	56	38	a	a	DET
alkej-564	56	39	means	mean	NOUN
alkej-564	56	40	for	for	ADP
alkej-564	56	41	setting	set	VERB
alkej-564	56	42	an	an	DET
alkej-564	56	43	operator	operator	NOUN
alkej-564	56	44	period	period	NOUN
alkej-564	56	45	and	and	CCONJ
alkej-564	56	46	fluctuation	fluctuation	NOUN
alkej-564	56	47	pitch	pitch	NOUN
alkej-564	56	48	to	to	PART
alkej-564	56	49	obtain	obtain	VERB
alkej-564	56	50	a	a	DET
alkej-564	56	51	fluctuation	fluctuation	NOUN
alkej-564	56	52	mean	mean	NOUN
alkej-564	56	53	,	,	PUNCT
alkej-564	56	54	a	a	DET
alkej-564	56	55	means	mean	NOUN
alkej-564	56	56	for	for	ADP
alkej-564	56	57	setting	set	VERB
alkej-564	56	58	a	a	DET
alkej-564	56	59	monitoring	monitoring	NOUN
alkej-564	56	60	value	value	NOUN
alkej-564	56	61	to	to	PART
alkej-564	56	62	monitor	monitor	VERB
alkej-564	56	63	the	the	DET
alkej-564	56	64	fluctuation	fluctuation	NOUN
alkej-564	56	65	mean	mean	NOUN
alkej-564	56	66	value	value	NOUN
alkej-564	56	67	of	of	ADP
alkej-564	56	68	the	the	DET
alkej-564	56	69	welding	welding	NOUN
alkej-564	56	70	current	current	ADJ
alkej-564	56	71	or	or	CCONJ
alkej-564	56	72	arc	arc	NOUN
alkej-564	56	73	voltage	voltage	NOUN
alkej-564	56	74	,	,	PUNCT
alkej-564	56	75	a	a	DET
alkej-564	56	76	means	mean	NOUN
alkej-564	56	77	for	for	ADP
alkej-564	56	78	judging	judge	VERB
alkej-564	56	79	welding	welding	NOUN
alkej-564	56	80	conditions	condition	NOUN
alkej-564	56	81	or	or	CCONJ
alkej-564	56	82	welding	welding	NOUN
alkej-564	56	83	results	result	NOUN
alkej-564	56	84	by	by	ADP
alkej-564	56	85	comparing	compare	VERB
alkej-564	56	86	the	the	DET
alkej-564	56	87	fluctuation	fluctuation	NOUN
alkej-564	56	88	means	mean	VERB
alkej-564	56	89	value	value	NOUN
alkej-564	56	90	of	of	ADP
alkej-564	56	91	the	the	DET
alkej-564	56	92	welding	welding	NOUN
alkej-564	56	93	current	current	ADJ
alkej-564	56	94	or	or	CCONJ
alkej-564	56	95	arc	arc	NOUN
alkej-564	56	96	voltage	voltage	NOUN
alkej-564	56	97	with	with	ADP
alkej-564	56	98	monitoring	monitor	VERB
alkej-564	56	99	values	value	NOUN
alkej-564	56	100	,	,	PUNCT
alkej-564	56	101	and	and	CCONJ
alkej-564	56	102	a	a	DET
alkej-564	56	103	means	means	PROPN
alkej-564	56	104	nabeel	nabeel	PROPN
alkej-564	56	105	k.	k.	PROPN
alkej-564	56	106	abid	abid	PROPN
alkej-564	57	1	al	al	PROPN
alkej-564	57	2	-	-	PUNCT
alkej-564	57	3	sahib	sahib	NOUN
alkej-564	57	4	al	al	PROPN
alkej-564	57	5	-	-	PUNCT
alkej-564	57	6	khwarizmi	khwarizmi	PROPN
alkej-564	57	7	engineering	engineering	NOUN
alkej-564	57	8	journal	journal	PROPN
alkej-564	57	9	,	,	PUNCT
alkej-564	57	10	vol	vol	NOUN
alkej-564	57	11	.	.	PROPN
alkej-564	57	12	5	5	NUM
alkej-564	57	13	,	,	PUNCT
alkej-564	57	14	no	no	INTJ
alkej-564	57	15	.	.	NOUN
alkej-564	57	16	3	3	NUM
alkej-564	57	17	,	,	PUNCT
alkej-564	57	18	pp	pp	ADV
alkej-564	57	19	1	1	NUM
alkej-564	57	20	-	-	SYM
alkej-564	57	21	15	15	NUM
alkej-564	57	22	(	(	PUNCT
alkej-564	57	23	2009	2009	NUM
alkej-564	57	24	)	)	PUNCT
alkej-564	57	25	3	3	NUM
alkej-564	57	26	for	for	ADP
alkej-564	57	27	displaying	display	VERB
alkej-564	57	28	and	and	CCONJ
alkej-564	57	29	outputting	output	VERB
alkej-564	57	30	the	the	DET
alkej-564	57	31	judgment	judgment	NOUN
alkej-564	57	32	result	result	NOUN
alkej-564	57	33	of	of	ADP
alkej-564	57	34	the	the	DET
alkej-564	57	35	judging	judging	NOUN
alkej-564	57	36	means	mean	VERB
alkej-564	57	37	.	.	PUNCT
alkej-564	58	1	recent	recent	ADJ
alkej-564	58	2	successes	success	NOUN
alkej-564	58	3	in	in	ADP
alkej-564	58	4	employing	employ	VERB
alkej-564	58	5	artificial	artificial	ADJ
alkej-564	58	6	neural	neural	ADJ
alkej-564	58	7	network	network	NOUN
alkej-564	58	8	models	model	NOUN
alkej-564	58	9	,	,	PUNCT
alkej-564	58	10	an	an	DET
alkej-564	58	11	artificial	artificial	ADJ
alkej-564	58	12	neural	neural	ADJ
alkej-564	58	13	network	network	NOUN
alkej-564	58	14	(	(	PUNCT
alkej-564	58	15	ann	ann	PROPN
alkej-564	58	16	)	)	PUNCT
alkej-564	58	17	is	be	AUX
alkej-564	58	18	a	a	DET
alkej-564	58	19	mathematical	mathematical	ADJ
alkej-564	58	20	model	model	NOUN
alkej-564	58	21	or	or	CCONJ
alkej-564	58	22	computational	computational	ADJ
alkej-564	58	23	model	model	NOUN
alkej-564	58	24	based	base	VERB
alkej-564	58	25	on	on	ADP
alkej-564	58	26	biological	biological	ADJ
alkej-564	58	27	neural	neural	ADJ
alkej-564	58	28	networks	network	NOUN
alkej-564	58	29	.	.	PUNCT
alkej-564	59	1	it	it	PRON
alkej-564	59	2	consists	consist	VERB
alkej-564	59	3	of	of	ADP
alkej-564	59	4	an	an	DET
alkej-564	59	5	interconnected	interconnected	ADJ
alkej-564	59	6	group	group	NOUN
alkej-564	59	7	of	of	ADP
alkej-564	59	8	artificial	artificial	ADJ
alkej-564	59	9	neurons	neuron	NOUN
alkej-564	59	10	and	and	CCONJ
alkej-564	59	11	processes	process	VERB
alkej-564	59	12	information	information	NOUN
alkej-564	59	13	using	use	VERB
alkej-564	59	14	a	a	DET
alkej-564	59	15	connectionist	connectionist	ADJ
alkej-564	59	16	approach	approach	NOUN
alkej-564	59	17	to	to	ADP
alkej-564	59	18	computation	computation	NOUN
alkej-564	59	19	.	.	PUNCT
alkej-564	60	1	in	in	ADP
alkej-564	60	2	most	most	ADJ
alkej-564	60	3	cases	case	NOUN
alkej-564	60	4	an	an	DET
alkej-564	60	5	ann	ann	PROPN
alkej-564	60	6	is	be	AUX
alkej-564	60	7	an	an	DET
alkej-564	60	8	adaptive	adaptive	ADJ
alkej-564	60	9	system	system	NOUN
alkej-564	60	10	that	that	PRON
alkej-564	60	11	changes	change	VERB
alkej-564	60	12	its	its	PRON
alkej-564	60	13	structure	structure	NOUN
alkej-564	60	14	in	in	ADP
alkej-564	60	15	accordance	accordance	NOUN
alkej-564	60	16	with	with	ADP
alkej-564	60	17	external	external	ADJ
alkej-564	60	18	or	or	CCONJ
alkej-564	60	19	internal	internal	ADJ
alkej-564	60	20	information	information	NOUN
alkej-564	60	21	that	that	PRON
alkej-564	60	22	flows	flow	VERB
alkej-564	60	23	through	through	ADP
alkej-564	60	24	the	the	DET
alkej-564	60	25	network	network	NOUN
alkej-564	60	26	during	during	ADP
alkej-564	60	27	the	the	DET
alkej-564	60	28	learning	learning	NOUN
alkej-564	60	29	phase	phase	NOUN
alkej-564	60	30	[	[	X
alkej-564	60	31	10	10	NUM
alkej-564	60	32	]	]	PUNCT
alkej-564	60	33	.	.	PUNCT
alkej-564	61	1	3	3	X
alkej-564	61	2	.	.	X
alkej-564	61	3	experimental	experimental	ADJ
alkej-564	61	4	work	work	NOUN
alkej-564	61	5	experimental	experimental	ADJ
alkej-564	61	6	work	work	NOUN
alkej-564	61	7	was	be	AUX
alkej-564	61	8	carried	carry	VERB
alkej-564	61	9	out	out	ADP
alkej-564	61	10	according	accord	VERB
alkej-564	61	11	to	to	ADP
alkej-564	61	12	a	a	DET
alkej-564	61	13	plan	plan	NOUN
alkej-564	61	14	developed	develop	VERB
alkej-564	61	15	to	to	PART
alkej-564	61	16	monitor	monitor	VERB
alkej-564	61	17	and	and	CCONJ
alkej-564	61	18	control	control	NOUN
alkej-564	61	19	fusion	fusion	NOUN
alkej-564	61	20	arc	arc	NOUN
alkej-564	61	21	welding	welding	NOUN
alkej-564	61	22	process	process	NOUN
alkej-564	61	23	,	,	PUNCT
alkej-564	61	24	as	as	SCONJ
alkej-564	61	25	shown	show	VERB
alkej-564	61	26	in	in	ADP
alkej-564	61	27	figure	figure	NOUN
alkej-564	61	28	(	(	PUNCT
alkej-564	61	29	1	1	NUM
alkej-564	61	30	)	)	PUNCT
alkej-564	61	31	.	.	PUNCT
alkej-564	62	1	it	it	PRON
alkej-564	62	2	begins	begin	VERB
alkej-564	62	3	by	by	ADP
alkej-564	62	4	performing	perform	VERB
alkej-564	62	5	a	a	DET
alkej-564	62	6	welding	welding	NOUN
alkej-564	62	7	process	process	NOUN
alkej-564	62	8	monitored	monitor	VERB
alkej-564	62	9	by	by	ADP
alkej-564	62	10	an	an	DET
alkej-564	62	11	electronic	electronic	ADJ
alkej-564	62	12	system	system	NOUN
alkej-564	62	13	followed	follow	VERB
alkej-564	62	14	by	by	ADP
alkej-564	62	15	destructive	destructive	ADJ
alkej-564	62	16	and	and	CCONJ
alkej-564	62	17	non	non	ADJ
alkej-564	62	18	-	-	ADJ
alkej-564	62	19	destructive	destructive	ADJ
alkej-564	62	20	tests	test	NOUN
alkej-564	62	21	to	to	PART
alkej-564	62	22	investigate	investigate	VERB
alkej-564	62	23	quality	quality	NOUN
alkej-564	62	24	control	control	NOUN
alkej-564	62	25	on	on	ADP
alkej-564	62	26	welded	weld	VERB
alkej-564	62	27	specimens	specimen	NOUN
alkej-564	62	28	.	.	PUNCT
alkej-564	63	1	the	the	DET
alkej-564	63	2	obtained	obtain	VERB
alkej-564	63	3	data	datum	NOUN
alkej-564	63	4	are	be	AUX
alkej-564	63	5	then	then	ADV
alkej-564	63	6	processed	process	VERB
alkej-564	63	7	through	through	ADP
alkej-564	63	8	the	the	DET
alkej-564	63	9	use	use	NOUN
alkej-564	63	10	of	of	ADP
alkej-564	63	11	neural	neural	ADJ
alkej-564	63	12	network	network	NOUN
alkej-564	63	13	model	model	NOUN
alkej-564	63	14	designed	design	VERB
alkej-564	63	15	to	to	PART
alkej-564	63	16	control	control	VERB
alkej-564	63	17	the	the	DET
alkej-564	63	18	arc	arc	NOUN
alkej-564	63	19	welding	welding	NOUN
alkej-564	63	20	process	process	NOUN
alkej-564	63	21	.	.	PUNCT
alkej-564	64	1	several	several	ADJ
alkej-564	64	2	equipments	equipment	NOUN
alkej-564	64	3	were	be	AUX
alkej-564	64	4	used	use	VERB
alkej-564	64	5	to	to	PART
alkej-564	64	6	accomplish	accomplish	VERB
alkej-564	64	7	the	the	DET
alkej-564	64	8	experiments	experiment	NOUN
alkej-564	64	9	and	and	CCONJ
alkej-564	64	10	tests	test	NOUN
alkej-564	64	11	of	of	ADP
alkej-564	64	12	the	the	DET
alkej-564	64	13	present	present	ADJ
alkej-564	64	14	work	work	NOUN
alkej-564	64	15	see	see	VERB
alkej-564	64	16	figure	figure	NOUN
alkej-564	64	17	(	(	PUNCT
alkej-564	64	18	2	2	NUM
alkej-564	64	19	):	):	PUNCT
alkej-564	64	20	1	1	NUM
alkej-564	64	21	.	.	PUNCT
alkej-564	64	22	current	current	ADJ
alkej-564	64	23	sensor	sensor	NOUN
alkej-564	64	24	.	.	PUNCT
alkej-564	65	1	2	2	NUM
alkej-564	65	2	.	.	X
alkej-564	65	3	voltage	voltage	NOUN
alkej-564	65	4	transformer	transformer	NOUN
alkej-564	65	5	and	and	CCONJ
alkej-564	65	6	amplifier	amplifier	NOUN
alkej-564	65	7	.	.	PUNCT
alkej-564	66	1	3	3	X
alkej-564	66	2	.	.	X
alkej-564	66	3	multi	multi	ADJ
alkej-564	66	4	channels	channel	NOUN
alkej-564	66	5	digital	digital	ADJ
alkej-564	66	6	storage	storage	NOUN
alkej-564	66	7	oscilloscope	oscilloscope	NOUN
alkej-564	66	8	.	.	PUNCT
alkej-564	67	1	4	4	X
alkej-564	67	2	.	.	X
alkej-564	67	3	otc	otc	PROPN
alkej-564	67	4	ac	ac	PROPN
alkej-564	67	5	arc	arc	PROPN
alkej-564	67	6	welder	welder	NOUN
alkej-564	67	7	–	–	PUNCT
alkej-564	67	8	kr	kr	PROPN
alkej-564	67	9	300	300	NUM
alkej-564	67	10	shielded	shielded	ADJ
alkej-564	67	11	metal	metal	NOUN
alkej-564	67	12	arc	arc	NOUN
alkej-564	67	13	welding	welding	NOUN
alkej-564	67	14	machine	machine	NOUN
alkej-564	67	15	.	.	PUNCT
alkej-564	68	1	5	5	X
alkej-564	68	2	.	.	X
alkej-564	68	3	personal	personal	ADJ
alkej-564	68	4	computer	computer	NOUN
alkej-564	68	5	(	(	PUNCT
alkej-564	68	6	pc	pc	NOUN
alkej-564	68	7	)	)	PUNCT
alkej-564	68	8	.	.	PUNCT
alkej-564	69	1	6	6	X
alkej-564	69	2	.	.	X
alkej-564	69	3	tensile	tensile	NOUN
alkej-564	69	4	instrument	instrument	NOUN
alkej-564	69	5	and	and	CCONJ
alkej-564	69	6	tensile	tensile	NOUN
alkej-564	69	7	test	test	NOUN
alkej-564	69	8	assembly	assembly	NOUN
alkej-564	69	9	.	.	PUNCT
alkej-564	70	1	7	7	X
alkej-564	70	2	.	.	X
alkej-564	70	3	bending	bend	VERB
alkej-564	70	4	instrument	instrument	NOUN
alkej-564	70	5	and	and	CCONJ
alkej-564	70	6	bending	bend	VERB
alkej-564	70	7	test	test	NOUN
alkej-564	70	8	assembly	assembly	NOUN
alkej-564	70	9	.	.	PUNCT
alkej-564	71	1	8	8	X
alkej-564	71	2	.	.	PUNCT
alkej-564	71	3	hardness	hardness	NOUN
alkej-564	71	4	instrument	instrument	NOUN
alkej-564	71	5	and	and	CCONJ
alkej-564	71	6	hardness	hardness	NOUN
alkej-564	71	7	test	test	NOUN
alkej-564	71	8	assembly	assembly	NOUN
alkej-564	71	9	.	.	PUNCT
alkej-564	72	1	fig.1	fig.1	PROPN
alkej-564	72	2	.	.	PUNCT
alkej-564	72	3	smaw	smaw	PROPN
alkej-564	72	4	and	and	CCONJ
alkej-564	72	5	quality	quality	NOUN
alkej-564	72	6	monitoring	monitoring	NOUN
alkej-564	72	7	and	and	CCONJ
alkej-564	72	8	control	control	NOUN
alkej-564	72	9	(	(	PUNCT
alkej-564	72	10	experimental	experimental	ADJ
alkej-564	72	11	plane	plane	NOUN
alkej-564	72	12	)	)	PUNCT
alkej-564	72	13	fig.2	fig.2	PROPN
alkej-564	72	14	.	.	PUNCT
alkej-564	73	1	diagram	diagram	PROPN
alkej-564	73	2	of	of	ADP
alkej-564	73	3	arc	arc	NOUN
alkej-564	73	4	welding	welding	NOUN
alkej-564	73	5	and	and	CCONJ
alkej-564	73	6	monitoring	monitor	VERB
alkej-564	73	7	components	component	NOUN
alkej-564	73	8	welding	welding	NOUN
alkej-564	73	9	machine	machine	NOUN
alkej-564	73	10	otc	otc	PROPN
alkej-564	73	11	ac	ac	PROPN
alkej-564	73	12	-	-	PROPN
alkej-564	73	13	kr300	kr300	ADJ
alkej-564	73	14	current	current	ADJ
alkej-564	73	15	sensor	sensor	NOUN
alkej-564	73	16	msq-60	msq-60	ADP
alkej-564	73	17	voltage	voltage	NOUN
alkej-564	73	18	transformer	transformer	NOUN
alkej-564	73	19	wideband	wideband	NOUN
alkej-564	73	20	frequency	frequency	NOUN
alkej-564	73	21	amplifier	amplifier	NOUN
alkej-564	73	22	current	current	ADJ
alkej-564	73	23	wave	wave	NOUN
alkej-564	73	24	form	form	NOUN
alkej-564	73	25	and	and	CCONJ
alkej-564	73	26	value	value	VERB
alkej-564	73	27	personal	personal	ADJ
alkej-564	73	28	computer	computer	NOUN
alkej-564	73	29	digital	digital	ADJ
alkej-564	73	30	storage	storage	NOUN
alkej-564	73	31	oscilloscope	oscilloscope	PROPN
alkej-564	73	32	nabeel	nabeel	PROPN
alkej-564	73	33	k.	k.	PROPN
alkej-564	74	1	abid	abid	PROPN
alkej-564	75	1	al	al	PROPN
alkej-564	75	2	-	-	PUNCT
alkej-564	75	3	sahib	sahib	NOUN
alkej-564	75	4	al	al	PROPN
alkej-564	75	5	-	-	PUNCT
alkej-564	75	6	khwarizmi	khwarizmi	PROPN
alkej-564	75	7	engineering	engineering	NOUN
alkej-564	75	8	journal	journal	PROPN
alkej-564	75	9	,	,	PUNCT
alkej-564	75	10	vol	vol	NOUN
alkej-564	75	11	.	.	PROPN
alkej-564	75	12	5	5	NUM
alkej-564	75	13	,	,	PUNCT
alkej-564	75	14	no	no	INTJ
alkej-564	75	15	.	.	NOUN
alkej-564	75	16	3	3	NUM
alkej-564	75	17	,	,	PUNCT
alkej-564	75	18	pp	pp	ADV
alkej-564	75	19	1	1	NUM
alkej-564	75	20	-	-	SYM
alkej-564	75	21	15	15	NUM
alkej-564	75	22	(	(	PUNCT
alkej-564	75	23	2009	2009	NUM
alkej-564	75	24	)	)	PUNCT
alkej-564	75	25	4	4	NUM
alkej-564	75	26	4	4	NUM
alkej-564	75	27	.	.	PUNCT
alkej-564	75	28	experimental	experimental	ADJ
alkej-564	75	29	setup	setup	NOUN
alkej-564	75	30	and	and	CCONJ
alkej-564	75	31	operations	operation	NOUN
alkej-564	75	32	the	the	DET
alkej-564	75	33	details	detail	NOUN
alkej-564	75	34	of	of	ADP
alkej-564	75	35	experimental	experimental	ADJ
alkej-564	75	36	set	set	VERB
alkej-564	75	37	up	up	ADP
alkej-564	75	38	,	,	PUNCT
alkej-564	75	39	instrumentation	instrumentation	NOUN
alkej-564	75	40	and	and	CCONJ
alkej-564	75	41	the	the	DET
alkej-564	75	42	procedure	procedure	NOUN
alkej-564	75	43	of	of	ADP
alkej-564	75	44	working	working	NOUN
alkej-564	75	45	operation	operation	NOUN
alkej-564	75	46	are	be	AUX
alkej-564	75	47	listed	list	VERB
alkej-564	75	48	below	below	ADP
alkej-564	75	49	:	:	PUNCT
alkej-564	75	50	1select	1select	NUM
alkej-564	75	51	a	a	DET
alkej-564	75	52	non	non	ADJ
alkej-564	75	53	–	–	ADJ
alkej-564	75	54	galvanized	galvanized	ADJ
alkej-564	75	55	steel	steel	NOUN
alkej-564	75	56	sheet	sheet	NOUN
alkej-564	75	57	astm	astm	PROPN
alkej-564	75	58	bn1323	bn1323	NOUN
alkej-564	75	59	with	with	ADP
alkej-564	75	60	6	6	NUM
alkej-564	75	61	mm	mm	PROPN
alkej-564	75	62	thickness	thickness	NOUN
alkej-564	75	63	with	with	ADP
alkej-564	75	64	mechanical	mechanical	ADJ
alkej-564	75	65	properties	property	NOUN
alkej-564	75	66	shown	show	VERB
alkej-564	75	67	in	in	ADP
alkej-564	75	68	table	table	NOUN
alkej-564	75	69	(	(	PUNCT
alkej-564	75	70	1	1	NUM
alkej-564	75	71	)	)	PUNCT
alkej-564	75	72	.	.	PUNCT
alkej-564	76	1	we	we	PRON
alkej-564	76	2	fixed	fix	VERB
alkej-564	76	3	the	the	DET
alkej-564	76	4	sheet	sheet	NOUN
alkej-564	76	5	by	by	ADP
alkej-564	76	6	a	a	DET
alkej-564	76	7	suitable	suitable	ADJ
alkej-564	76	8	device	device	NOUN
alkej-564	76	9	in	in	ADP
alkej-564	76	10	a	a	DET
alkej-564	76	11	horizontal	horizontal	ADJ
alkej-564	76	12	level	level	NOUN
alkej-564	76	13	,	,	PUNCT
alkej-564	76	14	prior	prior	ADV
alkej-564	76	15	to	to	ADP
alkej-564	76	16	the	the	DET
alkej-564	76	17	welding	welding	NOUN
alkej-564	76	18	process	process	NOUN
alkej-564	76	19	.	.	PUNCT
alkej-564	77	1	2clean	2clean	NUM
alkej-564	77	2	the	the	DET
alkej-564	77	3	joint	joint	ADJ
alkej-564	77	4	area	area	NOUN
alkej-564	77	5	where	where	SCONJ
alkej-564	77	6	the	the	DET
alkej-564	77	7	welding	welding	NOUN
alkej-564	77	8	will	will	AUX
alkej-564	77	9	be	be	AUX
alkej-564	77	10	done	do	VERB
alkej-564	77	11	between	between	ADP
alkej-564	77	12	the	the	DET
alkej-564	77	13	two	two	NUM
alkej-564	77	14	metals	metal	NOUN
alkej-564	77	15	to	to	PART
alkej-564	77	16	remove	remove	VERB
alkej-564	77	17	any	any	DET
alkej-564	77	18	surface	surface	NOUN
alkej-564	77	19	contaminants	contaminant	NOUN
alkej-564	77	20	.	.	PUNCT
alkej-564	78	1	3	3	NUM
alkej-564	78	2	select	select	VERB
alkej-564	78	3	a	a	DET
alkej-564	78	4	suitable	suitable	ADJ
alkej-564	78	5	electrode	electrode	NOUN
alkej-564	78	6	wire	wire	NOUN
alkej-564	78	7	type	type	NOUN
alkej-564	78	8	iso	iso	NOUN
alkej-564	78	9	2560	2560	NUM
alkej-564	78	10	/	/	SYM
alkej-564	78	11	e	e	NOUN
alkej-564	78	12	430	430	NUM
alkej-564	78	13	with	with	ADP
alkej-564	78	14	diameter	diameter	NOUN
alkej-564	78	15	of	of	ADP
alkej-564	78	16	4	4	NUM
alkej-564	78	17	mm	mm	NOUN
alkej-564	78	18	;	;	PUNCT
alkej-564	78	19	the	the	DET
alkej-564	78	20	electrode	electrode	NOUN
alkej-564	78	21	should	should	AUX
alkej-564	78	22	be	be	AUX
alkej-564	78	23	positioned	position	VERB
alkej-564	78	24	in	in	ADP
alkej-564	78	25	a	a	DET
alkej-564	78	26	perpendicular	perpendicular	ADJ
alkej-564	78	27	position	position	NOUN
alkej-564	78	28	to	to	ADP
alkej-564	78	29	the	the	DET
alkej-564	78	30	work	work	NOUN
alkej-564	78	31	piece	piece	NOUN
alkej-564	78	32	with	with	ADP
alkej-564	78	33	30	30	NUM
alkej-564	78	34	degrees	degree	NOUN
alkej-564	78	35	between	between	ADP
alkej-564	78	36	it	it	PRON
alkej-564	78	37	and	and	CCONJ
alkej-564	78	38	the	the	DET
alkej-564	78	39	work	work	NOUN
alkej-564	78	40	piece	piece	NOUN
alkej-564	78	41	at	at	ADP
alkej-564	78	42	travel	travel	NOUN
alkej-564	78	43	direction	direction	NOUN
alkej-564	78	44	.	.	PUNCT
alkej-564	79	1	4select	4select	NUM
alkej-564	79	2	different	different	ADJ
alkej-564	79	3	welding	welding	NOUN
alkej-564	79	4	conditions	condition	NOUN
alkej-564	79	5	for	for	ADP
alkej-564	79	6	each	each	DET
alkej-564	79	7	case	case	NOUN
alkej-564	79	8	(	(	PUNCT
alkej-564	79	9	current	current	ADJ
alkej-564	79	10	,	,	PUNCT
alkej-564	79	11	voltage	voltage	NOUN
alkej-564	79	12	,	,	PUNCT
alkej-564	79	13	and	and	CCONJ
alkej-564	79	14	travel	travel	NOUN
alkej-564	79	15	speed	speed	NOUN
alkej-564	79	16	)	)	PUNCT
alkej-564	79	17	as	as	SCONJ
alkej-564	79	18	shown	show	VERB
alkej-564	79	19	in	in	ADP
alkej-564	79	20	table	table	NOUN
alkej-564	79	21	(	(	PUNCT
alkej-564	79	22	2	2	NUM
alkej-564	79	23	)	)	PUNCT
alkej-564	79	24	.	.	PUNCT
alkej-564	80	1	5the	5the	PRON
alkej-564	80	2	ac	ac	PROPN
alkej-564	80	3	power	power	NOUN
alkej-564	80	4	voltage	voltage	NOUN
alkej-564	80	5	supplied	supply	VERB
alkej-564	80	6	for	for	ADP
alkej-564	80	7	the	the	DET
alkej-564	80	8	machine	machine	NOUN
alkej-564	80	9	must	must	AUX
alkej-564	80	10	be	be	AUX
alkej-564	80	11	uniform	uniform	ADJ
alkej-564	80	12	.	.	PUNCT
alkej-564	81	1	6the	6the	NUM
alkej-564	81	2	welding	welding	NOUN
alkej-564	81	3	type	type	NOUN
alkej-564	81	4	is	be	AUX
alkej-564	81	5	square	square	ADJ
alkej-564	81	6	butt	butt	NOUN
alkej-564	81	7	joint	joint	NOUN
alkej-564	81	8	as	as	SCONJ
alkej-564	81	9	shown	show	VERB
alkej-564	81	10	in	in	ADP
alkej-564	81	11	figure	figure	NOUN
alkej-564	81	12	(	(	PUNCT
alkej-564	81	13	3	3	NUM
alkej-564	81	14	)	)	PUNCT
alkej-564	81	15	.	.	PUNCT
alkej-564	82	1	7the	7the	NUM
alkej-564	82	2	work	work	NOUN
alkej-564	82	3	piece	piece	NOUN
alkej-564	82	4	must	must	AUX
alkej-564	82	5	be	be	AUX
alkej-564	82	6	cooled	cool	VERB
alkej-564	82	7	naturally	naturally	ADV
alkej-564	82	8	after	after	ADP
alkej-564	82	9	welding	weld	VERB
alkej-564	82	10	.	.	PUNCT
alkej-564	83	1	8meanwhile	8meanwhile	NUM
alkej-564	83	2	,	,	PUNCT
alkej-564	83	3	during	during	ADP
alkej-564	83	4	each	each	DET
alkej-564	83	5	welding	welding	NOUN
alkej-564	83	6	cycle	cycle	NOUN
alkej-564	83	7	,	,	PUNCT
alkej-564	83	8	the	the	DET
alkej-564	83	9	welding	welding	NOUN
alkej-564	83	10	current	current	ADJ
alkej-564	83	11	form	form	NOUN
alkej-564	83	12	displays	display	NOUN
alkej-564	83	13	on	on	ADP
alkej-564	83	14	a	a	DET
alkej-564	83	15	computer	computer	NOUN
alkej-564	83	16	or	or	CCONJ
alkej-564	83	17	on	on	ADP
alkej-564	83	18	an	an	DET
alkej-564	83	19	oscilloscope	oscilloscope	NOUN
alkej-564	83	20	.	.	PUNCT
alkej-564	84	1	this	this	DET
alkej-564	84	2	behavior	behavior	NOUN
alkej-564	84	3	of	of	ADP
alkej-564	84	4	current	current	ADJ
alkej-564	84	5	related	relate	VERB
alkej-564	84	6	to	to	ADP
alkej-564	84	7	welding	welding	NOUN
alkej-564	84	8	process	process	NOUN
alkej-564	84	9	will	will	AUX
alkej-564	84	10	present	present	VERB
alkej-564	84	11	the	the	DET
alkej-564	84	12	relation	relation	NOUN
alkej-564	84	13	with	with	ADP
alkej-564	84	14	the	the	DET
alkej-564	84	15	weld	weld	NOUN
alkej-564	84	16	quality	quality	NOUN
alkej-564	84	17	.	.	PUNCT
alkej-564	85	1	9destructive	9destructive	NUM
alkej-564	85	2	(	(	PUNCT
alkej-564	85	3	tensile	tensile	NOUN
alkej-564	85	4	and	and	CCONJ
alkej-564	85	5	bending	bend	VERB
alkej-564	85	6	test	test	NOUN
alkej-564	85	7	)	)	PUNCT
alkej-564	85	8	and	and	CCONJ
alkej-564	85	9	non	non	ADJ
alkej-564	85	10	-	-	ADJ
alkej-564	85	11	destructive	destructive	ADJ
alkej-564	85	12	(	(	PUNCT
alkej-564	85	13	hardness	hardness	NOUN
alkej-564	85	14	)	)	PUNCT
alkej-564	85	15	tests	test	NOUN
alkej-564	85	16	were	be	AUX
alkej-564	85	17	performed	perform	VERB
alkej-564	85	18	to	to	PART
alkej-564	85	19	check	check	VERB
alkej-564	85	20	weldment	weldment	NOUN
alkej-564	85	21	durability	durability	NOUN
alkej-564	85	22	and	and	CCONJ
alkej-564	85	23	strength	strength	NOUN
alkej-564	85	24	.	.	PUNCT
alkej-564	86	1	force	force	NOUN
alkej-564	86	2	is	be	AUX
alkej-564	86	3	applied	apply	VERB
alkej-564	86	4	to	to	ADP
alkej-564	86	5	the	the	DET
alkej-564	86	6	specimens	specimen	NOUN
alkej-564	86	7	by	by	ADP
alkej-564	86	8	hydraulic	hydraulic	ADJ
alkej-564	86	9	system	system	NOUN
alkej-564	86	10	.	.	PUNCT
alkej-564	87	1	while	while	SCONJ
alkej-564	87	2	applying	apply	VERB
alkej-564	87	3	the	the	DET
alkej-564	87	4	force	force	NOUN
alkej-564	87	5	,	,	PUNCT
alkej-564	87	6	the	the	DET
alkej-564	87	7	operator	operator	NOUN
alkej-564	87	8	continues	continue	VERB
alkej-564	87	9	watching	watch	VERB
alkej-564	87	10	force	force	NOUN
alkej-564	87	11	and	and	CCONJ
alkej-564	87	12	strain	strain	VERB
alkej-564	87	13	scales	scale	NOUN
alkej-564	87	14	until	until	SCONJ
alkej-564	87	15	failure	failure	NOUN
alkej-564	87	16	occurs	occur	VERB
alkej-564	87	17	.	.	PUNCT
alkej-564	88	1	at	at	ADP
alkej-564	88	2	this	this	DET
alkej-564	88	3	moment	moment	NOUN
alkej-564	88	4	,	,	PUNCT
alkej-564	88	5	the	the	DET
alkej-564	88	6	reading	reading	NOUN
alkej-564	88	7	should	should	AUX
alkej-564	88	8	be	be	AUX
alkej-564	88	9	immediately	immediately	ADV
alkej-564	88	10	recorded	record	VERB
alkej-564	88	11	.	.	PUNCT
alkej-564	89	1	table	table	NOUN
alkej-564	89	2	1	1	NUM
alkej-564	89	3	,	,	PUNCT
alkej-564	89	4	mechanical	mechanical	ADJ
alkej-564	89	5	properties	property	NOUN
alkej-564	89	6	for	for	ADP
alkej-564	89	7	the	the	DET
alkej-564	89	8	base	base	NOUN
alkej-564	89	9	metal	metal	NOUN
alkej-564	89	10	represented	represent	VERB
alkej-564	89	11	in	in	ADP
alkej-564	89	12	mechanical	mechanical	ADJ
alkej-564	89	13	tests	test	NOUN
alkej-564	89	14	mechanical	mechanical	ADJ
alkej-564	89	15	test	test	NOUN
alkej-564	89	16	type	type	NOUN
alkej-564	89	17	hardness	hardness	PROPN
alkej-564	89	18	test	test	NOUN
alkej-564	89	19	hv	hv	PROPN
alkej-564	89	20	tensile	tensile	PROPN
alkej-564	89	21	strength	strength	NOUN
alkej-564	89	22	n	n	CCONJ
alkej-564	89	23	/	/	SYM
alkej-564	89	24	m2	m2	PROPN
alkej-564	89	25	bending	bend	VERB
alkej-564	89	26	stress	stress	NOUN
alkej-564	89	27	n	n	CCONJ
alkej-564	89	28	/	/	SYM
alkej-564	89	29	m2	m2	PROPN
alkej-564	89	30	mechanical	mechanical	ADJ
alkej-564	89	31	test	test	NOUN
alkej-564	89	32	value	value	NOUN
alkej-564	89	33	122	122	NUM
alkej-564	89	34	27.916	27.916	NUM
alkej-564	89	35	749.57	749.57	NUM
alkej-564	89	36	table	table	NOUN
alkej-564	89	37	2	2	NUM
alkej-564	89	38	,	,	PUNCT
alkej-564	89	39	practical	practical	ADJ
alkej-564	89	40	work	work	NOUN
alkej-564	89	41	condition	condition	NOUN
alkej-564	89	42	weld	weld	NOUN
alkej-564	89	43	no	no	INTJ
alkej-564	89	44	.	.	PUNCT
alkej-564	90	1	voltage	voltage	NOUN
alkej-564	90	2	range	range	NOUN
alkej-564	90	3	setting	setting	NOUN
alkej-564	90	4	(	(	PUNCT
alkej-564	90	5	volt	volt	NOUN
alkej-564	90	6	)	)	PUNCT
alkej-564	90	7	current	current	ADJ
alkej-564	90	8	range	range	NOUN
alkej-564	90	9	setting	setting	NOUN
alkej-564	90	10	(	(	PUNCT
alkej-564	90	11	ampere	ampere	ADV
alkej-564	90	12	)	)	PUNCT
alkej-564	90	13	welding	weld	VERB
alkej-564	90	14	travel	travel	NOUN
alkej-564	90	15	speed	speed	NOUN
alkej-564	90	16	(	(	PUNCT
alkej-564	90	17	mm	mm	PROPN
alkej-564	90	18	/	/	SYM
alkej-564	90	19	sec	sec	PROPN
alkej-564	90	20	.	.	PUNCT
alkej-564	90	21	)	)	PUNCT
alkej-564	91	1	1	1	NUM
alkej-564	91	2	30	30	NUM
alkej-564	91	3	100	100	NUM
alkej-564	91	4	5.19	5.19	NUM
alkej-564	91	5	2	2	NUM
alkej-564	91	6	45	45	NUM
alkej-564	91	7	150	150	NUM
alkej-564	91	8	4.53	4.53	NUM
alkej-564	91	9	3	3	NUM
alkej-564	91	10	60	60	NUM
alkej-564	91	11	200	200	NUM
alkej-564	91	12	5.93	5.93	NUM
alkej-564	91	13	4	4	NUM
alkej-564	91	14	75	75	NUM
alkej-564	91	15	250	250	NUM
alkej-564	91	16	7.16	7.16	NUM
alkej-564	91	17	5	5	NUM
alkej-564	91	18	90	90	NUM
alkej-564	91	19	300	300	NUM
alkej-564	91	20	10.52	10.52	NUM
alkej-564	91	21	6	6	NUM
alkej-564	91	22	30	30	NUM
alkej-564	91	23	100	100	NUM
alkej-564	91	24	2.66	2.66	NUM
alkej-564	91	25	7	7	NUM
alkej-564	91	26	45	45	NUM
alkej-564	91	27	150	150	NUM
alkej-564	91	28	1.94	1.94	NUM
alkej-564	91	29	8	8	NUM
alkej-564	91	30	60	60	NUM
alkej-564	91	31	200	200	NUM
alkej-564	91	32	2.98	2.98	NUM
alkej-564	91	33	9	9	NUM
alkej-564	91	34	75	75	NUM
alkej-564	91	35	250	250	NUM
alkej-564	91	36	2.04	2.04	NUM
alkej-564	91	37	nabeel	nabeel	PROPN
alkej-564	91	38	k.	k.	PROPN
alkej-564	91	39	abid	abid	PROPN
alkej-564	92	1	al	al	PROPN
alkej-564	92	2	-	-	PUNCT
alkej-564	92	3	sahib	sahib	NOUN
alkej-564	92	4	al	al	PROPN
alkej-564	92	5	-	-	PUNCT
alkej-564	92	6	khwarizmi	khwarizmi	PROPN
alkej-564	92	7	engineering	engineering	NOUN
alkej-564	92	8	journal	journal	PROPN
alkej-564	92	9	,	,	PUNCT
alkej-564	92	10	vol	vol	NOUN
alkej-564	92	11	.	.	PROPN
alkej-564	92	12	5	5	NUM
alkej-564	92	13	,	,	PUNCT
alkej-564	92	14	no	no	INTJ
alkej-564	92	15	.	.	NOUN
alkej-564	92	16	3	3	NUM
alkej-564	92	17	,	,	PUNCT
alkej-564	92	18	pp	pp	ADV
alkej-564	92	19	1	1	NUM
alkej-564	92	20	-	-	SYM
alkej-564	92	21	15	15	NUM
alkej-564	92	22	(	(	PUNCT
alkej-564	92	23	2009	2009	NUM
alkej-564	92	24	)	)	PUNCT
alkej-564	92	25	5	5	NUM
alkej-564	92	26	fig.3	fig.3	PROPN
alkej-564	92	27	.	.	PUNCT
alkej-564	92	28	square	square	ADJ
alkej-564	92	29	butt	butt	PROPN
alkej-564	92	30	joint	joint	ADJ
alkej-564	92	31	5	5	NUM
alkej-564	92	32	.	.	PUNCT
alkej-564	93	1	smaw	smaw	PROPN
alkej-564	93	2	monitoring	monitor	VERB
alkej-564	93	3	using	use	VERB
alkej-564	93	4	neural	neural	ADJ
alkej-564	93	5	network	network	NOUN
alkej-564	93	6	to	to	PART
alkej-564	93	7	develop	develop	VERB
alkej-564	93	8	a	a	DET
alkej-564	93	9	neural	neural	ADJ
alkej-564	93	10	-	-	PUNCT
alkej-564	93	11	network	network	NOUN
alkej-564	93	12	model	model	NOUN
alkej-564	93	13	,	,	PUNCT
alkej-564	93	14	the	the	DET
alkej-564	93	15	input	input	NOUN
alkej-564	93	16	and	and	CCONJ
alkej-564	93	17	the	the	DET
alkej-564	93	18	output	output	NOUN
alkej-564	93	19	parameters	parameter	NOUN
alkej-564	93	20	of	of	ADP
alkej-564	93	21	the	the	DET
alkej-564	93	22	component	component	NOUN
alkej-564	93	23	should	should	AUX
alkej-564	93	24	be	be	AUX
alkej-564	93	25	identified	identify	VERB
alkej-564	93	26	in	in	ADP
alkej-564	93	27	order	order	NOUN
alkej-564	93	28	to	to	PART
alkej-564	93	29	generate	generate	VERB
alkej-564	93	30	and	and	CCONJ
alkej-564	93	31	preprocess	preprocess	NOUN
alkej-564	93	32	data	datum	NOUN
alkej-564	93	33	,	,	PUNCT
alkej-564	93	34	and	and	CCONJ
alkej-564	93	35	then	then	ADV
alkej-564	93	36	use	use	VERB
alkej-564	93	37	the	the	DET
alkej-564	93	38	data	datum	NOUN
alkej-564	93	39	to	to	PART
alkej-564	93	40	carry	carry	VERB
alkej-564	93	41	out	out	ADP
alkej-564	93	42	ann	ann	PROPN
alkej-564	93	43	training	training	NOUN
alkej-564	93	44	.	.	PUNCT
alkej-564	94	1	for	for	ADP
alkej-564	94	2	the	the	DET
alkej-564	94	3	purpose	purpose	NOUN
alkej-564	94	4	of	of	ADP
alkej-564	94	5	performing	perform	VERB
alkej-564	94	6	reliable	reliable	ADJ
alkej-564	94	7	processing	processing	NOUN
alkej-564	94	8	on	on	ADP
alkej-564	94	9	the	the	DET
alkej-564	94	10	results	result	NOUN
alkej-564	94	11	obtained	obtain	VERB
alkej-564	94	12	in	in	ADP
alkej-564	94	13	this	this	DET
alkej-564	94	14	research	research	NOUN
alkej-564	94	15	,	,	PUNCT
alkej-564	94	16	a	a	DET
alkej-564	94	17	neural	neural	ADJ
alkej-564	94	18	network	network	NOUN
alkej-564	94	19	has	have	AUX
alkej-564	94	20	been	be	AUX
alkej-564	94	21	established	establish	VERB
alkej-564	94	22	to	to	PART
alkej-564	94	23	develop	develop	VERB
alkej-564	94	24	ann	ann	PROPN
alkej-564	94	25	model	model	NOUN
alkej-564	94	26	utilizing	utilize	VERB
alkej-564	94	27	quality	quality	NOUN
alkej-564	94	28	parameters	parameter	NOUN
alkej-564	94	29	(	(	PUNCT
alkej-564	94	30	welding	weld	VERB
alkej-564	94	31	tensile	tensile	NOUN
alkej-564	94	32	strength	strength	NOUN
alkej-564	94	33	,	,	PUNCT
alkej-564	94	34	welding	weld	VERB
alkej-564	94	35	bending	bending	NOUN
alkej-564	94	36	strength	strength	NOUN
alkej-564	94	37	,	,	PUNCT
alkej-564	94	38	and	and	CCONJ
alkej-564	94	39	hardness	hardness	NOUN
alkej-564	94	40	of	of	ADP
alkej-564	94	41	haz	haz	PROPN
alkej-564	94	42	)	)	PUNCT
alkej-564	94	43	.	.	PUNCT
alkej-564	95	1	the	the	DET
alkej-564	95	2	first	first	ADJ
alkej-564	95	3	step	step	NOUN
alkej-564	95	4	toward	toward	ADP
alkej-564	95	5	developing	develop	VERB
alkej-564	95	6	a	a	DET
alkej-564	95	7	neural	neural	ADJ
alkej-564	95	8	model	model	NOUN
alkej-564	95	9	is	be	AUX
alkej-564	95	10	the	the	DET
alkej-564	95	11	identification	identification	NOUN
alkej-564	95	12	of	of	ADP
alkej-564	95	13	inputs	input	NOUN
alkej-564	95	14	and	and	CCONJ
alkej-564	95	15	outputs	output	NOUN
alkej-564	95	16	.	.	PUNCT
alkej-564	96	1	determination	determination	NOUN
alkej-564	96	2	of	of	ADP
alkej-564	96	3	output	output	NOUN
alkej-564	96	4	parameters	parameter	NOUN
alkej-564	96	5	are	be	AUX
alkej-564	96	6	based	base	VERB
alkej-564	96	7	on	on	ADP
alkej-564	96	8	the	the	DET
alkej-564	96	9	purpose	purpose	NOUN
alkej-564	96	10	of	of	ADP
alkej-564	96	11	the	the	DET
alkej-564	96	12	neural	neural	ADJ
alkej-564	96	13	-	-	PUNCT
alkej-564	96	14	network	network	NOUN
alkej-564	96	15	model	model	NOUN
alkej-564	96	16	.	.	PUNCT
alkej-564	97	1	the	the	DET
alkej-564	97	2	input	input	NOUN
alkej-564	97	3	output	output	NOUN
alkej-564	97	4	variables	variable	NOUN
alkej-564	97	5	,	,	PUNCT
alkej-564	97	6	number	number	NOUN
alkej-564	97	7	of	of	ADP
alkej-564	97	8	nodes	node	NOUN
alkej-564	97	9	and	and	CCONJ
alkej-564	97	10	activation	activation	NOUN
alkej-564	97	11	functions	function	NOUN
alkej-564	97	12	are	be	AUX
alkej-564	97	13	shown	show	VERB
alkej-564	97	14	in	in	ADP
alkej-564	97	15	figure	figure	NOUN
alkej-564	97	16	(	(	PUNCT
alkej-564	97	17	4	4	NUM
alkej-564	97	18	)	)	PUNCT
alkej-564	97	19	,	,	PUNCT
alkej-564	97	20	in	in	ADP
alkej-564	97	21	which	which	PRON
alkej-564	97	22	the	the	DET
alkej-564	97	23	input	input	NOUN
alkej-564	97	24	variables	variable	NOUN
alkej-564	97	25	are	be	AUX
alkej-564	97	26	welding	weld	VERB
alkej-564	97	27	voltage	voltage	NOUN
alkej-564	97	28	,	,	PUNCT
alkej-564	97	29	welding	weld	VERB
alkej-564	97	30	current	current	ADJ
alkej-564	97	31	and	and	CCONJ
alkej-564	97	32	welding	weld	VERB
alkej-564	97	33	travel	travel	NOUN
alkej-564	97	34	speed	speed	NOUN
alkej-564	97	35	,	,	PUNCT
alkej-564	97	36	therefore	therefore	ADV
alkej-564	97	37	a	a	DET
alkej-564	97	38	number	number	NOUN
alkej-564	97	39	of	of	ADP
alkej-564	97	40	input	input	NOUN
alkej-564	97	41	nodes	node	NOUN
alkej-564	97	42	is	be	AUX
alkej-564	97	43	set	set	VERB
alkej-564	97	44	to	to	ADP
alkej-564	97	45	3	3	NUM
alkej-564	97	46	.	.	PUNCT
alkej-564	98	1	output	output	NOUN
alkej-564	98	2	variables	variable	NOUN
alkej-564	98	3	are	be	AUX
alkej-564	98	4	welding	weld	VERB
alkej-564	98	5	tensile	tensile	NOUN
alkej-564	98	6	strength	strength	NOUN
alkej-564	98	7	,	,	PUNCT
alkej-564	98	8	welding	weld	VERB
alkej-564	98	9	bending	bending	NOUN
alkej-564	98	10	strength	strength	NOUN
alkej-564	98	11	and	and	CCONJ
alkej-564	98	12	hardness	hardness	NOUN
alkej-564	98	13	.	.	PUNCT
alkej-564	99	1	therefore	therefore	ADV
alkej-564	99	2	a	a	DET
alkej-564	99	3	number	number	NOUN
alkej-564	99	4	of	of	ADP
alkej-564	99	5	output	output	NOUN
alkej-564	99	6	nodes	node	NOUN
alkej-564	99	7	is	be	AUX
alkej-564	99	8	set	set	VERB
alkej-564	99	9	to	to	ADP
alkej-564	99	10	3	3	NUM
alkej-564	99	11	.	.	PUNCT
alkej-564	100	1	there	there	PRON
alkej-564	100	2	are	be	VERB
alkej-564	100	3	two	two	NUM
alkej-564	100	4	hidden	hidden	ADJ
alkej-564	100	5	layers	layer	NOUN
alkej-564	100	6	and	and	CCONJ
alkej-564	100	7	the	the	DET
alkej-564	100	8	number	number	NOUN
alkej-564	100	9	of	of	ADP
alkej-564	100	10	nodes	node	NOUN
alkej-564	100	11	is	be	AUX
alkej-564	100	12	set	set	VERB
alkej-564	100	13	to	to	ADP
alkej-564	100	14	5	5	NUM
alkej-564	100	15	and	and	CCONJ
alkej-564	100	16	3	3	NUM
alkej-564	100	17	.	.	NOUN
alkej-564	100	18	log	log	NOUN
alkej-564	100	19	-	-	PUNCT
alkej-564	100	20	sigmoid	sigmoid	NOUN
alkej-564	100	21	is	be	AUX
alkej-564	100	22	used	use	VERB
alkej-564	100	23	as	as	ADP
alkej-564	100	24	activation	activation	NOUN
alkej-564	100	25	function	function	NOUN
alkej-564	100	26	for	for	ADP
alkej-564	100	27	hidden	hide	VERB
alkej-564	100	28	layer	layer	NOUN
alkej-564	100	29	no.1	no.1	VERB
alkej-564	100	30	and	and	CCONJ
alkej-564	100	31	2	2	NUM
alkej-564	100	32	and	and	CCONJ
alkej-564	100	33	as	as	ADP
alkej-564	100	34	a	a	DET
alkej-564	100	35	pure	pure	ADJ
alkej-564	100	36	line	line	NOUN
alkej-564	100	37	function	function	NOUN
alkej-564	100	38	for	for	ADP
alkej-564	100	39	output	output	NOUN
alkej-564	100	40	layer	layer	NOUN
alkej-564	100	41	.	.	PUNCT
alkej-564	101	1	levenberg	levenberg	PROPN
alkej-564	101	2	marquardt	marquardt	PROPN
alkej-564	101	3	(	(	PUNCT
alkej-564	101	4	lm	lm	INTJ
alkej-564	101	5	)	)	PUNCT
alkej-564	101	6	is	be	AUX
alkej-564	101	7	used	use	VERB
alkej-564	101	8	as	as	ADP
alkej-564	101	9	a	a	DET
alkej-564	101	10	training	training	NOUN
alkej-564	101	11	method	method	NOUN
alkej-564	101	12	,	,	PUNCT
alkej-564	101	13	where	where	SCONJ
alkej-564	101	14	ten	ten	NUM
alkej-564	101	15	experimental	experimental	ADJ
alkej-564	101	16	sets	set	NOUN
alkej-564	101	17	are	be	AUX
alkej-564	101	18	taken	take	VERB
alkej-564	101	19	as	as	ADP
alkej-564	101	20	training	training	NOUN
alkej-564	101	21	data	datum	NOUN
alkej-564	101	22	.	.	PUNCT
alkej-564	102	1	eventually	eventually	ADV
alkej-564	102	2	,	,	PUNCT
alkej-564	102	3	ann	ann	PROPN
alkej-564	102	4	programs	program	NOUN
alkej-564	102	5	are	be	AUX
alkej-564	102	6	created	create	VERB
alkej-564	102	7	by	by	ADP
alkej-564	102	8	matlab	matlab	PROPN
alkej-564	102	9	(	(	PUNCT
alkej-564	102	10	v7	v7	NOUN
alkej-564	102	11	)	)	PUNCT
alkej-564	102	12	.	.	PUNCT
alkej-564	103	1	fig.4	fig.4	PROPN
alkej-564	103	2	.	.	PROPN
alkej-564	103	3	developed	develop	VERB
alkej-564	103	4	ann	ann	PROPN
alkej-564	103	5	model	model	NOUN
alkej-564	103	6	utilizing	utilize	VERB
alkej-564	103	7	quality	quality	NOUN
alkej-564	103	8	parameters	parameter	NOUN
alkej-564	103	9	(	(	PUNCT
alkej-564	103	10	current	current	ADJ
alkej-564	103	11	,	,	PUNCT
alkej-564	103	12	voltage	voltage	NOUN
alkej-564	103	13	,	,	PUNCT
alkej-564	103	14	and	and	CCONJ
alkej-564	103	15	travel	travel	NOUN
alkej-564	103	16	speed	speed	NOUN
alkej-564	103	17	)	)	PUNCT
alkej-564	103	18	.	.	PUNCT
alkej-564	104	1	nabeel	nabeel	PROPN
alkej-564	104	2	k.	k.	PROPN
alkej-564	104	3	abid	abid	PROPN
alkej-564	104	4	al	al	PROPN
alkej-564	104	5	-	-	PUNCT
alkej-564	104	6	sahib	sahib	NOUN
alkej-564	104	7	al	al	PROPN
alkej-564	104	8	-	-	PUNCT
alkej-564	104	9	khwarizmi	khwarizmi	PROPN
alkej-564	104	10	engineering	engineering	NOUN
alkej-564	104	11	journal	journal	PROPN
alkej-564	104	12	,	,	PUNCT
alkej-564	104	13	vol	vol	NOUN
alkej-564	104	14	.	.	PROPN
alkej-564	104	15	5	5	NUM
alkej-564	104	16	,	,	PUNCT
alkej-564	104	17	no	no	INTJ
alkej-564	104	18	.	.	NOUN
alkej-564	104	19	3	3	NUM
alkej-564	104	20	,	,	PUNCT
alkej-564	104	21	pp	pp	ADV
alkej-564	104	22	1	1	NUM
alkej-564	104	23	-	-	SYM
alkej-564	104	24	15	15	NUM
alkej-564	104	25	(	(	PUNCT
alkej-564	104	26	2009	2009	NUM
alkej-564	104	27	)	)	PUNCT
alkej-564	104	28	6	6	NUM
alkej-564	104	29	6	6	NUM
alkej-564	104	30	.	.	PUNCT
alkej-564	104	31	results	result	NOUN
alkej-564	104	32	and	and	CCONJ
alkej-564	104	33	discussions	discussion	NOUN
alkej-564	104	34	the	the	DET
alkej-564	104	35	experimental	experimental	ADJ
alkej-564	104	36	work	work	NOUN
alkej-564	104	37	on	on	ADP
alkej-564	104	38	welding	welding	NOUN
alkej-564	104	39	showned	showne	VERB
alkej-564	104	40	several	several	ADJ
alkej-564	104	41	practical	practical	ADJ
alkej-564	104	42	variables	variable	NOUN
alkej-564	104	43	and	and	CCONJ
alkej-564	104	44	it	it	PRON
alkej-564	104	45	gave	give	VERB
alkej-564	104	46	clear	clear	ADJ
alkej-564	104	47	indications	indication	NOUN
alkej-564	104	48	for	for	ADP
alkej-564	104	49	welding	weld	VERB
alkej-564	104	50	quality	quality	NOUN
alkej-564	104	51	precept	precept	NOUN
alkej-564	104	52	and	and	CCONJ
alkej-564	104	53	resulting	result	VERB
alkej-564	104	54	mechanical	mechanical	ADJ
alkej-564	104	55	properties	property	NOUN
alkej-564	104	56	.	.	PUNCT
alkej-564	105	1	these	these	DET
alkej-564	105	2	variables	variable	NOUN
alkej-564	105	3	are	be	AUX
alkej-564	105	4	:	:	PUNCT
alkej-564	105	5	tensile	tensile	NOUN
alkej-564	105	6	test	test	NOUN
alkej-564	105	7	readings	reading	NOUN
alkej-564	105	8	obtained	obtain	VERB
alkej-564	105	9	at	at	ADP
alkej-564	105	10	failure	failure	NOUN
alkej-564	105	11	,	,	PUNCT
alkej-564	105	12	bending	bend	VERB
alkej-564	105	13	test	test	NOUN
alkej-564	105	14	readings	reading	NOUN
alkej-564	105	15	obtained	obtain	VERB
alkej-564	105	16	at	at	ADP
alkej-564	105	17	failure	failure	NOUN
alkej-564	105	18	,	,	PUNCT
alkej-564	105	19	and	and	CCONJ
alkej-564	105	20	hardness	hardness	NOUN
alkej-564	105	21	test	test	NOUN
alkej-564	105	22	reading	reading	NOUN
alkej-564	105	23	obtained	obtain	VERB
alkej-564	105	24	at	at	ADP
alkej-564	105	25	heat	heat	NOUN
alkej-564	105	26	effected	effect	VERB
alkej-564	105	27	zone	zone	NOUN
alkej-564	105	28	.	.	PUNCT
alkej-564	106	1	quality	quality	NOUN
alkej-564	106	2	monitors	monitor	NOUN
alkej-564	106	3	and	and	CCONJ
alkej-564	106	4	control	control	NOUN
alkej-564	106	5	processes	process	NOUN
alkej-564	106	6	have	have	AUX
alkej-564	106	7	been	be	AUX
alkej-564	106	8	implemented	implement	VERB
alkej-564	106	9	by	by	ADP
alkej-564	106	10	adopting	adopt	VERB
alkej-564	106	11	variable	variable	ADJ
alkej-564	106	12	welding	welding	NOUN
alkej-564	106	13	conditions	condition	NOUN
alkej-564	106	14	in	in	ADP
alkej-564	106	15	order	order	NOUN
alkej-564	106	16	to	to	PART
alkej-564	106	17	know	know	VERB
alkej-564	106	18	the	the	DET
alkej-564	106	19	result	result	NOUN
alkej-564	106	20	of	of	ADP
alkej-564	106	21	changing	change	VERB
alkej-564	106	22	these	these	DET
alkej-564	106	23	conditions	condition	NOUN
alkej-564	106	24	on	on	ADP
alkej-564	106	25	weld	weld	NOUN
alkej-564	106	26	quality	quality	NOUN
alkej-564	106	27	.	.	PUNCT
alkej-564	107	1	welding	welding	NOUN
alkej-564	107	2	conditions	condition	NOUN
alkej-564	107	3	include	include	VERB
alkej-564	107	4	:	:	PUNCT
alkej-564	107	5	voltage	voltage	NOUN
alkej-564	107	6	range	range	NOUN
alkej-564	107	7	setting	setting	NOUN
alkej-564	107	8	,	,	PUNCT
alkej-564	107	9	current	current	ADJ
alkej-564	107	10	range	range	NOUN
alkej-564	107	11	setting	setting	NOUN
alkej-564	107	12	,	,	PUNCT
alkej-564	107	13	and	and	CCONJ
alkej-564	107	14	welding	weld	VERB
alkej-564	107	15	travel	travel	NOUN
alkej-564	107	16	speed	speed	NOUN
alkej-564	107	17	.	.	PUNCT
alkej-564	108	1	figures	figure	NOUN
alkej-564	108	2	(	(	PUNCT
alkej-564	108	3	5	5	NUM
alkej-564	108	4	)	)	PUNCT
alkej-564	108	5	to	to	ADP
alkej-564	108	6	(	(	PUNCT
alkej-564	108	7	10	10	NUM
alkej-564	108	8	)	)	PUNCT
alkej-564	108	9	show	show	VERB
alkej-564	108	10	the	the	DET
alkej-564	108	11	relationhip	relationhip	NOUN
alkej-564	108	12	between	between	ADP
alkej-564	108	13	weld	weld	NOUN
alkej-564	108	14	current	current	ADJ
alkej-564	108	15	and	and	CCONJ
alkej-564	108	16	mechanical	mechanical	ADJ
alkej-564	108	17	properties	property	NOUN
alkej-564	108	18	of	of	ADP
alkej-564	108	19	a	a	DET
alkej-564	108	20	welded	weld	VERB
alkej-564	108	21	sheet	sheet	NOUN
alkej-564	108	22	(	(	PUNCT
alkej-564	108	23	tensile	tensile	NOUN
alkej-564	108	24	strength	strength	NOUN
alkej-564	108	25	,	,	PUNCT
alkej-564	108	26	bending	bend	VERB
alkej-564	108	27	stress	stress	NOUN
alkej-564	108	28	,	,	PUNCT
alkej-564	108	29	and	and	CCONJ
alkej-564	108	30	hardness	hardness	NOUN
alkej-564	108	31	of	of	ADP
alkej-564	108	32	the	the	DET
alkej-564	108	33	heat	heat	NOUN
alkej-564	108	34	affected	affect	VERB
alkej-564	108	35	area	area	NOUN
alkej-564	108	36	)	)	PUNCT
alkej-564	108	37	at	at	ADP
alkej-564	108	38	two	two	NUM
alkej-564	108	39	different	different	ADJ
alkej-564	108	40	average	average	ADJ
alkej-564	108	41	travel	travel	NOUN
alkej-564	108	42	speed	speed	NOUN
alkej-564	108	43	of	of	ADP
alkej-564	108	44	7.704	7.704	NUM
alkej-564	108	45	mm	mm	PROPN
alkej-564	108	46	/	/	SYM
alkej-564	108	47	sec	sec	PROPN
alkej-564	108	48	.	.	PROPN
alkej-564	108	49	and	and	CCONJ
alkej-564	108	50	2.405	2.405	NUM
alkej-564	108	51	mm	mm	NOUN
alkej-564	108	52	/	/	SYM
alkej-564	108	53	sec	sec	PROPN
alkej-564	108	54	.	.	PUNCT
alkej-564	109	1	these	these	DET
alkej-564	109	2	curves	curve	NOUN
alkej-564	109	3	showed	show	VERB
alkej-564	109	4	clearly	clearly	ADV
alkej-564	109	5	the	the	DET
alkej-564	109	6	recommended	recommended	ADJ
alkej-564	109	7	current	current	ADJ
alkej-564	109	8	point	point	NOUN
alkej-564	109	9	for	for	ADP
alkej-564	109	10	its	its	PRON
alkej-564	109	11	conditions	condition	NOUN
alkej-564	109	12	.	.	PUNCT
alkej-564	110	1	we	we	PRON
alkej-564	110	2	can	can	AUX
alkej-564	110	3	show	show	VERB
alkej-564	110	4	that	that	SCONJ
alkej-564	110	5	the	the	DET
alkej-564	110	6	rates	rate	NOUN
alkej-564	110	7	of	of	ADP
alkej-564	110	8	welding	weld	VERB
alkej-564	110	9	quality	quality	NOUN
alkej-564	110	10	parameter	parameter	NOUN
alkej-564	110	11	in	in	ADP
alkej-564	110	12	general	general	ADJ
alkej-564	110	13	increase	increase	NOUN
alkej-564	110	14	with	with	ADP
alkej-564	110	15	the	the	DET
alkej-564	110	16	increase	increase	NOUN
alkej-564	110	17	of	of	ADP
alkej-564	110	18	voltage	voltage	NOUN
alkej-564	110	19	and	and	CCONJ
alkej-564	110	20	current	current	ADJ
alkej-564	110	21	to	to	ADP
alkej-564	110	22	a	a	DET
alkej-564	110	23	certain	certain	ADJ
alkej-564	110	24	limit	limit	NOUN
alkej-564	110	25	after	after	ADP
alkej-564	110	26	that	that	SCONJ
alkej-564	110	27	the	the	DET
alkej-564	110	28	increase	increase	NOUN
alkej-564	110	29	in	in	ADP
alkej-564	110	30	voltage	voltage	NOUN
alkej-564	110	31	and	and	CCONJ
alkej-564	110	32	current	current	ADJ
alkej-564	110	33	causes	cause	VERB
alkej-564	110	34	a	a	DET
alkej-564	110	35	decrease	decrease	NOUN
alkej-564	110	36	of	of	ADP
alkej-564	110	37	welding	weld	VERB
alkej-564	110	38	quality	quality	NOUN
alkej-564	110	39	parameter	parameter	NOUN
alkej-564	110	40	because	because	SCONJ
alkej-564	110	41	of	of	ADP
alkej-564	110	42	the	the	DET
alkej-564	110	43	high	high	ADJ
alkej-564	110	44	temperature	temperature	NOUN
alkej-564	110	45	produced	produce	VERB
alkej-564	110	46	in	in	ADP
alkej-564	110	47	the	the	DET
alkej-564	110	48	welding	welding	NOUN
alkej-564	110	49	process	process	NOUN
alkej-564	110	50	that	that	PRON
alkej-564	110	51	causes	cause	VERB
alkej-564	110	52	the	the	DET
alkej-564	110	53	melting	melting	NOUN
alkej-564	110	54	of	of	ADP
alkej-564	110	55	the	the	DET
alkej-564	110	56	work	work	NOUN
alkej-564	110	57	piece	piece	NOUN
alkej-564	110	58	partially	partially	ADV
alkej-564	110	59	or	or	CCONJ
alkej-564	110	60	completely	completely	ADV
alkej-564	110	61	at	at	ADP
alkej-564	110	62	the	the	DET
alkej-564	110	63	joint	joint	ADJ
alkej-564	110	64	line	line	NOUN
alkej-564	110	65	.	.	PUNCT
alkej-564	111	1	this	this	DET
alkej-564	111	2	case	case	NOUN
alkej-564	111	3	is	be	AUX
alkej-564	111	4	used	use	VERB
alkej-564	111	5	normally	normally	ADV
alkej-564	111	6	in	in	ADP
alkej-564	111	7	cutting	cut	VERB
alkej-564	111	8	material	material	NOUN
alkej-564	111	9	using	use	VERB
alkej-564	111	10	welding	welding	NOUN
alkej-564	111	11	machine	machine	NOUN
alkej-564	111	12	.	.	PUNCT
alkej-564	112	1	after	after	ADP
alkej-564	112	2	verifications	verification	NOUN
alkej-564	112	3	,	,	PUNCT
alkej-564	112	4	it	it	PRON
alkej-564	112	5	was	be	AUX
alkej-564	112	6	noticed	notice	VERB
alkej-564	112	7	that	that	SCONJ
alkej-564	112	8	the	the	DET
alkej-564	112	9	main	main	ADJ
alkej-564	112	10	reason	reason	NOUN
alkej-564	112	11	for	for	ADP
alkej-564	112	12	strength	strength	NOUN
alkej-564	112	13	decline	decline	NOUN
alkej-564	112	14	in	in	ADP
alkej-564	112	15	tensile	tensile	NOUN
alkej-564	112	16	and	and	CCONJ
alkej-564	112	17	bending	bend	VERB
alkej-564	112	18	test	test	NOUN
alkej-564	112	19	values	value	NOUN
alkej-564	112	20	is	be	AUX
alkej-564	112	21	due	due	ADJ
alkej-564	112	22	to	to	ADP
alkej-564	112	23	the	the	DET
alkej-564	112	24	variations	variation	NOUN
alkej-564	112	25	in	in	ADP
alkej-564	112	26	welding	welding	NOUN
alkej-564	112	27	conditions	condition	NOUN
alkej-564	112	28	.	.	PUNCT
alkej-564	113	1	hence	hence	ADV
alkej-564	113	2	,	,	PUNCT
alkej-564	113	3	for	for	ADP
alkej-564	113	4	the	the	DET
alkej-564	113	5	purpose	purpose	NOUN
alkej-564	113	6	of	of	ADP
alkej-564	113	7	achieving	achieve	VERB
alkej-564	113	8	acceptable	acceptable	ADJ
alkej-564	113	9	levels	level	NOUN
alkej-564	113	10	of	of	ADP
alkej-564	113	11	quality	quality	NOUN
alkej-564	113	12	,	,	PUNCT
alkej-564	113	13	it	it	PRON
alkej-564	113	14	is	be	AUX
alkej-564	113	15	recommended	recommend	VERB
alkej-564	113	16	to	to	PART
alkej-564	113	17	check	check	VERB
alkej-564	113	18	and	and	CCONJ
alkej-564	113	19	diagnose	diagnose	VERB
alkej-564	113	20	the	the	DET
alkej-564	113	21	negative	negative	ADJ
alkej-564	113	22	effects	effect	NOUN
alkej-564	113	23	in	in	ADP
alkej-564	113	24	each	each	DET
alkej-564	113	25	welding	welding	NOUN
alkej-564	113	26	process	process	NOUN
alkej-564	113	27	and	and	CCONJ
alkej-564	113	28	then	then	ADV
alkej-564	113	29	modify	modify	VERB
alkej-564	113	30	the	the	DET
alkej-564	113	31	welding	welding	NOUN
alkej-564	113	32	terms	term	NOUN
alkej-564	113	33	accordingly	accordingly	ADV
alkej-564	113	34	.	.	PUNCT
alkej-564	114	1	thus	thus	ADV
alkej-564	114	2	,	,	PUNCT
alkej-564	114	3	it	it	PRON
alkej-564	114	4	is	be	AUX
alkej-564	114	5	observed	observe	VERB
alkej-564	114	6	that	that	SCONJ
alkej-564	114	7	there	there	PRON
alkej-564	114	8	is	be	VERB
alkej-564	114	9	a	a	DET
alkej-564	114	10	relationship	relationship	NOUN
alkej-564	114	11	between	between	ADP
alkej-564	114	12	the	the	DET
alkej-564	114	13	monitored	monitored	ADJ
alkej-564	114	14	current	current	ADJ
alkej-564	114	15	values	value	NOUN
alkej-564	114	16	and	and	CCONJ
alkej-564	114	17	the	the	DET
alkej-564	114	18	welding	welding	NOUN
alkej-564	114	19	conditions	condition	NOUN
alkej-564	114	20	,	,	PUNCT
alkej-564	114	21	which	which	PRON
alkej-564	114	22	showed	show	VERB
alkej-564	114	23	a	a	DET
alkej-564	114	24	clear	clear	ADJ
alkej-564	114	25	advantage	advantage	NOUN
alkej-564	114	26	of	of	ADP
alkej-564	114	27	the	the	DET
alkej-564	114	28	current	current	ADJ
alkej-564	114	29	monitor	monitor	NOUN
alkej-564	114	30	.	.	PUNCT
alkej-564	115	1	fig.5	fig.5	PROPN
alkej-564	115	2	.	.	PUNCT
alkej-564	115	3	effect	effect	NOUN
alkej-564	115	4	of	of	ADP
alkej-564	115	5	weld	weld	NOUN
alkej-564	115	6	current	current	ADJ
alkej-564	115	7	on	on	ADP
alkej-564	115	8	tensile	tensile	NOUN
alkej-564	115	9	strength	strength	NOUN
alkej-564	115	10	at	at	ADP
alkej-564	115	11	weld	weld	NOUN
alkej-564	115	12	travel	travel	NOUN
alkej-564	115	13	speed	speed	NOUN
alkej-564	115	14	(	(	PUNCT
alkej-564	115	15	7.704	7.704	NUM
alkej-564	115	16	mm	mm	PROPN
alkej-564	115	17	/	/	SYM
alkej-564	115	18	sec	sec	PROPN
alkej-564	115	19	)	)	PUNCT
alkej-564	115	20	fig.6	fig.6	PROPN
alkej-564	115	21	.	.	PUNCT
alkej-564	116	1	effect	effect	NOUN
alkej-564	116	2	of	of	ADP
alkej-564	116	3	weld	weld	NOUN
alkej-564	116	4	current	current	ADJ
alkej-564	116	5	on	on	ADP
alkej-564	116	6	tensile	tensile	NOUN
alkej-564	116	7	strength	strength	NOUN
alkej-564	116	8	at	at	ADP
alkej-564	116	9	weld	weld	NOUN
alkej-564	116	10	travel	travel	NOUN
alkej-564	116	11	speed	speed	NOUN
alkej-564	116	12	(	(	PUNCT
alkej-564	116	13	2.405	2.405	NUM
alkej-564	116	14	mm	mm	NOUN
alkej-564	116	15	/	/	SYM
alkej-564	116	16	sec	sec	PROPN
alkej-564	116	17	)	)	PUNCT
alkej-564	116	18	case	case	NOUN
alkej-564	116	19	1tensile	1tensile	NUM
alkej-564	116	20	strength	strength	NOUN
alkej-564	116	21	and	and	CCONJ
alkej-564	116	22	current	current	ADJ
alkej-564	116	23	0	0	NUM
alkej-564	116	24	5	5	NUM
alkej-564	116	25	10	10	NUM
alkej-564	116	26	15	15	NUM
alkej-564	116	27	20	20	NUM
alkej-564	116	28	25	25	NUM
alkej-564	116	29	30	30	NUM
alkej-564	116	30	35	35	NUM
alkej-564	116	31	0	0	NUM
alkej-564	116	32	50	50	NUM
alkej-564	116	33	100	100	NUM
alkej-564	116	34	150	150	NUM
alkej-564	116	35	200	200	NUM
alkej-564	116	36	250	250	NUM
alkej-564	116	37	300	300	NUM
alkej-564	116	38	350	350	NUM
alkej-564	116	39	current	current	ADJ
alkej-564	116	40	(	(	PUNCT
alkej-564	116	41	amp	amp	PROPN
alkej-564	116	42	.	.	PUNCT
alkej-564	116	43	)	)	PUNCT
alkej-564	117	1	t	t	PROPN
alkej-564	117	2	e	e	PROPN
alkej-564	117	3	n	n	PROPN
alkej-564	117	4	s	s	PROPN
alkej-564	117	5	il	il	PROPN
alkej-564	117	6	e	e	PROPN
alkej-564	117	7	s	s	PART
alkej-564	117	8	tr	tr	NOUN
alkej-564	117	9	e	e	NOUN
alkej-564	117	10	n	n	CCONJ
alkej-564	117	11	g	g	PROPN
alkej-564	117	12	th	th	X
alkej-564	117	13	(	(	PUNCT
alkej-564	117	14	n	n	X
alkej-564	117	15	/m	/m	NUM
alkej-564	117	16	2	2	NUM
alkej-564	117	17	)	)	PUNCT
alkej-564	117	18	case	case	NOUN
alkej-564	117	19	2	2	NUM
alkej-564	117	20	tensile	tensile	NOUN
alkej-564	117	21	strength	strength	NOUN
alkej-564	117	22	and	and	CCONJ
alkej-564	117	23	current	current	ADJ
alkej-564	117	24	0	0	NUM
alkej-564	117	25	5	5	NUM
alkej-564	117	26	10	10	NUM
alkej-564	117	27	15	15	NUM
alkej-564	117	28	20	20	NUM
alkej-564	117	29	25	25	NUM
alkej-564	117	30	30	30	NUM
alkej-564	117	31	35	35	NUM
alkej-564	117	32	40	40	NUM
alkej-564	117	33	0	0	NUM
alkej-564	117	34	50	50	NUM
alkej-564	117	35	100	100	NUM
alkej-564	117	36	150	150	NUM
alkej-564	117	37	200	200	NUM
alkej-564	117	38	250	250	NUM
alkej-564	117	39	300	300	NUM
alkej-564	117	40	current	current	ADJ
alkej-564	117	41	(	(	PUNCT
alkej-564	117	42	amp	amp	PROPN
alkej-564	117	43	.	.	PUNCT
alkej-564	117	44	)	)	PUNCT
alkej-564	118	1	t	t	PROPN
alkej-564	118	2	en	en	X
alkej-564	118	3	si	si	X
alkej-564	118	4	le	le	X
alkej-564	118	5	s	s	PROPN
alkej-564	118	6	tr	tr	VERB
alkej-564	118	7	en	en	ADP
alkej-564	118	8	g	g	PROPN
alkej-564	118	9	th	th	X
alkej-564	118	10	(	(	PUNCT
alkej-564	118	11	n	n	X
alkej-564	118	12	/m	/m	ADP
alkej-564	118	13	2	2	NUM
alkej-564	118	14	)	)	PUNCT
alkej-564	119	1	nabeel	nabeel	PROPN
alkej-564	119	2	k.	k.	PROPN
alkej-564	119	3	abid	abid	PROPN
alkej-564	119	4	al	al	PROPN
alkej-564	119	5	-	-	PUNCT
alkej-564	119	6	sahib	sahib	NOUN
alkej-564	119	7	al	al	PROPN
alkej-564	119	8	-	-	PUNCT
alkej-564	119	9	khwarizmi	khwarizmi	PROPN
alkej-564	119	10	engineering	engineering	NOUN
alkej-564	119	11	journal	journal	PROPN
alkej-564	119	12	,	,	PUNCT
alkej-564	119	13	vol	vol	NOUN
alkej-564	119	14	.	.	PROPN
alkej-564	119	15	5	5	NUM
alkej-564	119	16	,	,	PUNCT
alkej-564	119	17	no	no	INTJ
alkej-564	119	18	.	.	NOUN
alkej-564	119	19	3	3	NUM
alkej-564	119	20	,	,	PUNCT
alkej-564	119	21	pp	pp	ADV
alkej-564	119	22	1	1	NUM
alkej-564	119	23	-	-	SYM
alkej-564	119	24	15	15	NUM
alkej-564	119	25	(	(	PUNCT
alkej-564	119	26	2009	2009	NUM
alkej-564	119	27	)	)	PUNCT
alkej-564	119	28	7	7	NUM
alkej-564	119	29	fig.7	fig.7	ADJ
alkej-564	119	30	.	.	PUNCT
alkej-564	120	1	effect	effect	NOUN
alkej-564	120	2	of	of	ADP
alkej-564	120	3	weld	weld	NOUN
alkej-564	120	4	current	current	ADJ
alkej-564	120	5	on	on	ADP
alkej-564	120	6	bending	bend	VERB
alkej-564	120	7	stress	stress	NOUN
alkej-564	120	8	at	at	ADP
alkej-564	120	9	weld	weld	NOUN
alkej-564	120	10	travel	travel	NOUN
alkej-564	120	11	speed	speed	NOUN
alkej-564	120	12	(	(	PUNCT
alkej-564	120	13	7.704	7.704	NUM
alkej-564	120	14	mm	mm	PROPN
alkej-564	120	15	/	/	SYM
alkej-564	120	16	sec	sec	PROPN
alkej-564	120	17	)	)	PUNCT
alkej-564	120	18	fig.8	fig.8	PROPN
alkej-564	120	19	.	.	PUNCT
alkej-564	121	1	effect	effect	NOUN
alkej-564	121	2	of	of	ADP
alkej-564	121	3	weld	weld	NOUN
alkej-564	121	4	current	current	ADJ
alkej-564	121	5	on	on	ADP
alkej-564	121	6	bending	bend	VERB
alkej-564	121	7	stress	stress	NOUN
alkej-564	121	8	at	at	ADP
alkej-564	121	9	weld	weld	NOUN
alkej-564	121	10	travel	travel	NOUN
alkej-564	121	11	speed	speed	NOUN
alkej-564	121	12	(	(	PUNCT
alkej-564	121	13	2.405	2.405	NUM
alkej-564	121	14	mm	mm	NOUN
alkej-564	121	15	/	/	SYM
alkej-564	121	16	sec	sec	PROPN
alkej-564	121	17	)	)	PUNCT
alkej-564	121	18	fig.9	fig.9	PROPN
alkej-564	121	19	.	.	PUNCT
alkej-564	122	1	effect	effect	NOUN
alkej-564	122	2	of	of	ADP
alkej-564	122	3	weld	weld	NOUN
alkej-564	122	4	current	current	ADJ
alkej-564	122	5	on	on	ADP
alkej-564	122	6	hardness	hardness	NOUN
alkej-564	122	7	of	of	ADP
alkej-564	122	8	haz	haz	PROPN
alkej-564	122	9	at	at	ADP
alkej-564	122	10	weld	weld	NOUN
alkej-564	122	11	travel	travel	NOUN
alkej-564	122	12	speed	speed	NOUN
alkej-564	122	13	(	(	PUNCT
alkej-564	122	14	7.704	7.704	NUM
alkej-564	122	15	mm	mm	PROPN
alkej-564	122	16	/	/	SYM
alkej-564	122	17	sec	sec	PROPN
alkej-564	122	18	)	)	PUNCT
alkej-564	122	19	fig.10	fig.10	PRON
alkej-564	122	20	.	.	PUNCT
alkej-564	123	1	effect	effect	NOUN
alkej-564	123	2	of	of	ADP
alkej-564	123	3	weld	weld	NOUN
alkej-564	123	4	current	current	ADJ
alkej-564	123	5	on	on	ADP
alkej-564	123	6	hardness	hardness	NOUN
alkej-564	123	7	of	of	ADP
alkej-564	123	8	haz	haz	PROPN
alkej-564	123	9	at	at	ADP
alkej-564	123	10	weld	weld	NOUN
alkej-564	123	11	travel	travel	NOUN
alkej-564	123	12	speed	speed	NOUN
alkej-564	123	13	(	(	PUNCT
alkej-564	123	14	2.405	2.405	NUM
alkej-564	123	15	mm	mm	NOUN
alkej-564	123	16	/	/	SYM
alkej-564	123	17	sec	sec	PROPN
alkej-564	123	18	)	)	PUNCT
alkej-564	123	19	case	case	NOUN
alkej-564	123	20	1	1	NUM
alkej-564	123	21	bending	bend	VERB
alkej-564	123	22	strength	strength	NOUN
alkej-564	123	23	and	and	CCONJ
alkej-564	123	24	current	current	ADJ
alkej-564	123	25	0	0	NUM
alkej-564	123	26	100	100	NUM
alkej-564	123	27	200	200	NUM
alkej-564	123	28	300	300	NUM
alkej-564	123	29	400	400	NUM
alkej-564	123	30	500	500	NUM
alkej-564	123	31	600	600	NUM
alkej-564	123	32	700	700	NUM
alkej-564	123	33	800	800	NUM
alkej-564	123	34	0	0	NUM
alkej-564	123	35	50	50	NUM
alkej-564	123	36	100	100	NUM
alkej-564	123	37	150	150	NUM
alkej-564	123	38	200	200	NUM
alkej-564	123	39	250	250	NUM
alkej-564	123	40	300	300	NUM
alkej-564	123	41	350	350	NUM
alkej-564	123	42	current	current	ADJ
alkej-564	123	43	(	(	PUNCT
alkej-564	123	44	amp	amp	PROPN
alkej-564	123	45	.	.	PUNCT
alkej-564	123	46	)	)	PUNCT
alkej-564	124	1	b	b	X
alkej-564	124	2	en	en	PROPN
alkej-564	124	3	d	d	PROPN
alkej-564	124	4	in	in	ADP
alkej-564	124	5	g	g	PROPN
alkej-564	124	6	s	s	PART
alkej-564	124	7	tr	tr	VERB
alkej-564	124	8	en	en	ADP
alkej-564	124	9	g	g	PROPN
alkej-564	124	10	th	th	X
alkej-564	124	11	(	(	PUNCT
alkej-564	124	12	n	n	X
alkej-564	124	13	/m	/m	ADP
alkej-564	124	14	2	2	X
alkej-564	124	15	)	)	PUNCT
alkej-564	124	16	case	case	NOUN
alkej-564	124	17	2	2	NUM
alkej-564	124	18	bending	bending	NOUN
alkej-564	124	19	strength	strength	NOUN
alkej-564	124	20	and	and	CCONJ
alkej-564	124	21	current	current	ADJ
alkej-564	124	22	0	0	NUM
alkej-564	125	1	200	200	NUM
alkej-564	125	2	400	400	NUM
alkej-564	125	3	600	600	NUM
alkej-564	125	4	800	800	NUM
alkej-564	125	5	1000	1000	NUM
alkej-564	125	6	1200	1200	NUM
alkej-564	125	7	1400	1400	NUM
alkej-564	125	8	0	0	NUM
alkej-564	125	9	50	50	NUM
alkej-564	125	10	100	100	NUM
alkej-564	125	11	150	150	NUM
alkej-564	125	12	200	200	NUM
alkej-564	125	13	250	250	NUM
alkej-564	125	14	300	300	NUM
alkej-564	125	15	current(amp	current(amp	NOUN
alkej-564	125	16	.	.	PUNCT
alkej-564	125	17	)	)	PUNCT
alkej-564	126	1	b	b	X
alkej-564	126	2	e	e	X
alkej-564	126	3	n	n	CCONJ
alkej-564	126	4	d	d	PROPN
alkej-564	126	5	in	in	ADP
alkej-564	126	6	g	g	PROPN
alkej-564	126	7	s	s	PART
alkej-564	126	8	tr	tr	NOUN
alkej-564	126	9	e	e	NOUN
alkej-564	126	10	n	n	CCONJ
alkej-564	126	11	g	g	PROPN
alkej-564	126	12	th	th	X
alkej-564	126	13	(	(	PUNCT
alkej-564	126	14	n	n	X
alkej-564	126	15	/m	/m	NUM
alkej-564	126	16	2	2	NUM
alkej-564	126	17	)	)	PUNCT
alkej-564	126	18	case	case	NOUN
alkej-564	126	19	1	1	NUM
alkej-564	126	20	hardness	hardness	NOUN
alkej-564	126	21	and	and	CCONJ
alkej-564	126	22	current	current	ADJ
alkej-564	126	23	235	235	NUM
alkej-564	126	24	240	240	NUM
alkej-564	126	25	245	245	NUM
alkej-564	126	26	250	250	NUM
alkej-564	126	27	255	255	NUM
alkej-564	126	28	260	260	NUM
alkej-564	126	29	0	0	NUM
alkej-564	126	30	50	50	NUM
alkej-564	126	31	100	100	NUM
alkej-564	126	32	150	150	NUM
alkej-564	126	33	200	200	NUM
alkej-564	126	34	250	250	NUM
alkej-564	126	35	300	300	NUM
alkej-564	126	36	350	350	NUM
alkej-564	126	37	current	current	ADJ
alkej-564	126	38	(	(	PUNCT
alkej-564	126	39	amp	amp	PROPN
alkej-564	126	40	.	.	PUNCT
alkej-564	126	41	)	)	PUNCT
alkej-564	127	1	h	h	PROPN
alkej-564	127	2	a	a	DET
alkej-564	127	3	rd	rd	NOUN
alkej-564	128	1	n	n	ADP
alkej-564	128	2	e	e	NOUN
alkej-564	128	3	s	s	X
alkej-564	128	4	s	s	X
alkej-564	128	5	(	(	PUNCT
alkej-564	128	6	h	h	NOUN
alkej-564	128	7	v	v	NOUN
alkej-564	128	8	)	)	PUNCT
alkej-564	128	9	case	case	NOUN
alkej-564	128	10	2	2	NUM
alkej-564	128	11	hardness	hardness	NOUN
alkej-564	128	12	and	and	CCONJ
alkej-564	128	13	current	current	ADJ
alkej-564	128	14	0	0	NUM
alkej-564	128	15	50	50	NUM
alkej-564	128	16	100	100	NUM
alkej-564	128	17	150	150	NUM
alkej-564	128	18	200	200	NUM
alkej-564	128	19	250	250	NUM
alkej-564	128	20	300	300	NUM
alkej-564	128	21	350	350	NUM
alkej-564	128	22	0	0	NUM
alkej-564	128	23	50	50	NUM
alkej-564	128	24	100	100	NUM
alkej-564	128	25	150	150	NUM
alkej-564	128	26	200	200	NUM
alkej-564	128	27	250	250	NUM
alkej-564	128	28	300	300	NUM
alkej-564	128	29	current	current	ADJ
alkej-564	128	30	(	(	PUNCT
alkej-564	128	31	amp	amp	PROPN
alkej-564	128	32	.	.	PUNCT
alkej-564	128	33	)	)	PUNCT
alkej-564	129	1	h	h	PROPN
alkej-564	129	2	a	a	DET
alkej-564	129	3	rd	rd	NOUN
alkej-564	130	1	n	n	ADP
alkej-564	130	2	e	e	NOUN
alkej-564	130	3	s	s	X
alkej-564	130	4	s	s	X
alkej-564	130	5	(	(	PUNCT
alkej-564	130	6	h	h	NOUN
alkej-564	130	7	v	v	NOUN
alkej-564	130	8	)	)	PUNCT
alkej-564	131	1	nabeel	nabeel	PROPN
alkej-564	131	2	k.	k.	PROPN
alkej-564	131	3	abid	abid	PROPN
alkej-564	131	4	al	al	PROPN
alkej-564	131	5	-	-	PUNCT
alkej-564	131	6	sahib	sahib	NOUN
alkej-564	131	7	al	al	PROPN
alkej-564	131	8	-	-	PUNCT
alkej-564	131	9	khwarizmi	khwarizmi	PROPN
alkej-564	131	10	engineering	engineering	NOUN
alkej-564	131	11	journal	journal	PROPN
alkej-564	131	12	,	,	PUNCT
alkej-564	131	13	vol	vol	NOUN
alkej-564	131	14	.	.	PROPN
alkej-564	131	15	5	5	NUM
alkej-564	131	16	,	,	PUNCT
alkej-564	131	17	no	no	INTJ
alkej-564	131	18	.	.	NOUN
alkej-564	131	19	3	3	NUM
alkej-564	131	20	,	,	PUNCT
alkej-564	131	21	pp	pp	ADV
alkej-564	131	22	1	1	NUM
alkej-564	131	23	-	-	SYM
alkej-564	131	24	15	15	NUM
alkej-564	131	25	(	(	PUNCT
alkej-564	131	26	2009	2009	NUM
alkej-564	131	27	)	)	PUNCT
alkej-564	131	28	8	8	NUM
alkej-564	131	29	welding	welding	NOUN
alkej-564	131	30	operations	operation	NOUN
alkej-564	131	31	showed	show	VERB
alkej-564	131	32	that	that	SCONJ
alkej-564	131	33	changing	change	VERB
alkej-564	131	34	the	the	DET
alkej-564	131	35	setting	setting	NOUN
alkej-564	131	36	of	of	ADP
alkej-564	131	37	the	the	DET
alkej-564	131	38	current	current	ADJ
alkej-564	131	39	range	range	NOUN
alkej-564	131	40	on	on	ADP
alkej-564	131	41	the	the	DET
alkej-564	131	42	welding	welding	NOUN
alkej-564	131	43	machine	machine	NOUN
alkej-564	131	44	did	do	AUX
alkej-564	131	45	not	not	PART
alkej-564	131	46	necessarily	necessarily	ADV
alkej-564	131	47	indicate	indicate	VERB
alkej-564	131	48	the	the	DET
alkej-564	131	49	precise	precise	ADJ
alkej-564	131	50	value	value	NOUN
alkej-564	131	51	of	of	ADP
alkej-564	131	52	the	the	DET
alkej-564	131	53	current	current	NOUN
alkej-564	131	54	,	,	PUNCT
alkej-564	131	55	which	which	PRON
alkej-564	131	56	was	be	AUX
alkej-564	131	57	concretely	concretely	ADV
alkej-564	131	58	consumed	consume	VERB
alkej-564	131	59	during	during	ADP
alkej-564	131	60	the	the	DET
alkej-564	131	61	implementation	implementation	NOUN
alkej-564	131	62	of	of	ADP
alkej-564	131	63	the	the	DET
alkej-564	131	64	welding	welding	NOUN
alkej-564	131	65	operation	operation	NOUN
alkej-564	131	66	.	.	PUNCT
alkej-564	132	1	the	the	DET
alkej-564	132	2	current	current	ADJ
alkej-564	132	3	monitor	monitor	NOUN
alkej-564	132	4	can	can	AUX
alkej-564	132	5	do	do	VERB
alkej-564	132	6	this	this	DET
alkej-564	132	7	task	task	NOUN
alkej-564	132	8	instead	instead	ADV
alkej-564	132	9	of	of	ADP
alkej-564	132	10	the	the	DET
alkej-564	132	11	welding	welding	NOUN
alkej-564	132	12	machine	machine	NOUN
alkej-564	132	13	and	and	CCONJ
alkej-564	132	14	precisely	precisely	ADV
alkej-564	132	15	detect	detect	VERB
alkej-564	132	16	and	and	CCONJ
alkej-564	132	17	display	display	VERB
alkej-564	132	18	the	the	DET
alkej-564	132	19	welding	welding	NOUN
alkej-564	132	20	current	current	ADJ
alkej-564	132	21	value	value	NOUN
alkej-564	132	22	.	.	PUNCT
alkej-564	133	1	here	here	ADV
alkej-564	133	2	,	,	PUNCT
alkej-564	133	3	it	it	PRON
alkej-564	133	4	is	be	AUX
alkej-564	133	5	important	important	ADJ
alkej-564	133	6	to	to	PART
alkej-564	133	7	mention	mention	VERB
alkej-564	133	8	that	that	SCONJ
alkej-564	133	9	the	the	DET
alkej-564	133	10	welding	welding	NOUN
alkej-564	133	11	current	current	ADJ
alkej-564	133	12	value	value	NOUN
alkej-564	133	13	is	be	AUX
alkej-564	133	14	falling	fall	VERB
alkej-564	133	15	as	as	ADP
alkej-564	133	16	a	a	DET
alkej-564	133	17	key	key	ADJ
alkej-564	133	18	factor	factor	NOUN
alkej-564	133	19	in	in	ADP
alkej-564	133	20	determining	determine	VERB
alkej-564	133	21	the	the	DET
alkej-564	133	22	welding	welding	NOUN
alkej-564	133	23	quality	quality	NOUN
alkej-564	133	24	.	.	PUNCT
alkej-564	134	1	figures	figure	NOUN
alkej-564	134	2	(	(	PUNCT
alkej-564	134	3	11)-(16	11)-(16	NOUN
alkej-564	134	4	)	)	PUNCT
alkej-564	134	5	show	show	VERB
alkej-564	134	6	the	the	DET
alkej-564	134	7	monitoring	monitoring	NOUN
alkej-564	134	8	instantaneous	instantaneous	ADJ
alkej-564	134	9	current	current	ADJ
alkej-564	134	10	oscillation	oscillation	NOUN
alkej-564	134	11	with	with	ADP
alkej-564	134	12	a	a	DET
alkej-564	134	13	sample	sample	NOUN
alkej-564	134	14	of	of	ADP
alkej-564	134	15	welding	weld	VERB
alkej-564	134	16	at	at	ADP
alkej-564	134	17	different	different	ADJ
alkej-564	134	18	welding	welding	NOUN
alkej-564	134	19	conditions	condition	NOUN
alkej-564	134	20	.	.	PUNCT
alkej-564	135	1	we	we	PRON
alkej-564	135	2	can	can	AUX
alkej-564	135	3	see	see	VERB
alkej-564	135	4	that	that	SCONJ
alkej-564	135	5	the	the	DET
alkej-564	135	6	amplitude	amplitude	NOUN
alkej-564	135	7	of	of	ADP
alkej-564	135	8	welding	welding	NOUN
alkej-564	135	9	current	current	NOUN
alkej-564	135	10	is	be	AUX
alkej-564	135	11	varying	vary	VERB
alkej-564	135	12	in	in	ADP
alkej-564	135	13	ripple	ripple	ADJ
alkej-564	135	14	form	form	NOUN
alkej-564	135	15	that	that	PRON
alkej-564	135	16	is	be	AUX
alkej-564	135	17	caused	cause	VERB
alkej-564	135	18	by	by	ADP
alkej-564	135	19	an	an	DET
alkej-564	135	20	unsteady	unsteady	ADJ
alkej-564	135	21	state	state	NOUN
alkej-564	135	22	condition	condition	NOUN
alkej-564	135	23	of	of	ADP
alkej-564	135	24	welding	weld	VERB
alkej-564	135	25	like	like	ADP
alkej-564	135	26	the	the	DET
alkej-564	135	27	distance	distance	NOUN
alkej-564	135	28	between	between	ADP
alkej-564	135	29	electrode	electrode	NOUN
alkej-564	135	30	and	and	CCONJ
alkej-564	135	31	work	work	NOUN
alkej-564	135	32	piece	piece	NOUN
alkej-564	135	33	surface	surface	NOUN
alkej-564	135	34	,	,	PUNCT
alkej-564	135	35	cleaning	cleaning	NOUN
alkej-564	135	36	of	of	ADP
alkej-564	135	37	surface	surface	NOUN
alkej-564	135	38	and	and	CCONJ
alkej-564	135	39	its	its	PRON
alkej-564	135	40	effect	effect	NOUN
alkej-564	135	41	on	on	ADP
alkej-564	135	42	conductivity	conductivity	NOUN
alkej-564	135	43	,	,	PUNCT
alkej-564	135	44	the	the	DET
alkej-564	135	45	length	length	NOUN
alkej-564	135	46	of	of	ADP
alkej-564	135	47	the	the	DET
alkej-564	135	48	electrode	electrode	NOUN
alkej-564	135	49	that	that	PRON
alkej-564	135	50	is	be	AUX
alkej-564	135	51	reduced	reduce	VERB
alkej-564	135	52	in	in	ADP
alkej-564	135	53	welding	welding	NOUN
alkej-564	135	54	process	process	NOUN
alkej-564	135	55	and	and	CCONJ
alkej-564	135	56	any	any	DET
alkej-564	135	57	change	change	NOUN
alkej-564	135	58	in	in	ADP
alkej-564	135	59	the	the	DET
alkej-564	135	60	speed	speed	NOUN
alkej-564	135	61	and	and	CCONJ
alkej-564	135	62	the	the	DET
alkej-564	135	63	direction	direction	NOUN
alkej-564	135	64	of	of	ADP
alkej-564	135	65	the	the	DET
alkej-564	135	66	electrode	electrode	NOUN
alkej-564	135	67	or	or	CCONJ
alkej-564	135	68	the	the	DET
alkej-564	135	69	electrode	electrode	NOUN
alkej-564	135	70	feed	feed	NOUN
alkej-564	135	71	.	.	PUNCT
alkej-564	136	1	all	all	PRON
alkej-564	136	2	of	of	ADP
alkej-564	136	3	these	these	PRON
alkej-564	136	4	caused	cause	VERB
alkej-564	136	5	this	this	DET
alkej-564	136	6	ripple	ripple	NOUN
alkej-564	136	7	in	in	ADP
alkej-564	136	8	the	the	DET
alkej-564	136	9	current	current	NOUN
alkej-564	136	10	and	and	CCONJ
alkej-564	136	11	then	then	ADV
alkej-564	136	12	had	have	VERB
alkej-564	136	13	an	an	DET
alkej-564	136	14	effect	effect	NOUN
alkej-564	136	15	on	on	ADP
alkej-564	136	16	the	the	DET
alkej-564	136	17	welding	welding	NOUN
alkej-564	136	18	quality	quality	NOUN
alkej-564	136	19	.	.	PUNCT
alkej-564	137	1	weld	weld	NOUN
alkej-564	137	2	direction	direction	NOUN
alkej-564	137	3	fig.11	fig.11	NOUN
alkej-564	137	4	.	.	PUNCT
alkej-564	138	1	instantaneous	instantaneous	ADJ
alkej-564	138	2	current	current	ADJ
alkej-564	138	3	value	value	NOUN
alkej-564	138	4	in	in	ADP
alkej-564	138	5	welding	welding	NOUN
alkej-564	138	6	(	(	PUNCT
alkej-564	138	7	i=	i=	PROPN
alkej-564	138	8	100	100	NUM
alkej-564	138	9	amp	amp	NOUN
alkej-564	138	10	,	,	PUNCT
alkej-564	138	11	v=30	v=30	PROPN
alkej-564	138	12	volt	volt	NOUN
alkej-564	138	13	,	,	PUNCT
alkej-564	138	14	vw=	vw=	PROPN
alkej-564	138	15	5.19	5.19	NUM
alkej-564	138	16	mm	mm	NOUN
alkej-564	138	17	/	/	SYM
alkej-564	138	18	sec	sec	PROPN
alkej-564	138	19	)	)	PUNCT
alkej-564	138	20	weld	weld	NOUN
alkej-564	138	21	direction	direction	NOUN
alkej-564	138	22	fig.12	fig.12	NOUN
alkej-564	138	23	.	.	PUNCT
alkej-564	139	1	instantaneous	instantaneous	ADJ
alkej-564	139	2	current	current	ADJ
alkej-564	139	3	value	value	NOUN
alkej-564	139	4	in	in	ADP
alkej-564	139	5	welding	welding	NOUN
alkej-564	139	6	(	(	PUNCT
alkej-564	139	7	i=	i=	PROPN
alkej-564	139	8	100	100	NUM
alkej-564	139	9	amp	amp	NOUN
alkej-564	139	10	,	,	PUNCT
alkej-564	139	11	v=30	v=30	PROPN
alkej-564	139	12	volt	volt	PROPN
alkej-564	139	13	,	,	PUNCT
alkej-564	139	14	vw=	vw=	PROPN
alkej-564	139	15	2.66	2.66	NUM
alkej-564	139	16	mm	mm	PROPN
alkej-564	139	17	/	/	SYM
alkej-564	139	18	sec	sec	PROPN
alkej-564	139	19	)	)	PUNCT
alkej-564	139	20	nabeel	nabeel	PROPN
alkej-564	139	21	k.	k.	PROPN
alkej-564	140	1	abid	abid	PROPN
alkej-564	140	2	al	al	PROPN
alkej-564	140	3	-	-	PUNCT
alkej-564	140	4	sahib	sahib	NOUN
alkej-564	140	5	al	al	PROPN
alkej-564	140	6	-	-	PUNCT
alkej-564	140	7	khwarizmi	khwarizmi	PROPN
alkej-564	140	8	engineering	engineering	NOUN
alkej-564	140	9	journal	journal	PROPN
alkej-564	140	10	,	,	PUNCT
alkej-564	140	11	vol	vol	NOUN
alkej-564	140	12	.	.	PROPN
alkej-564	140	13	5	5	NUM
alkej-564	140	14	,	,	PUNCT
alkej-564	140	15	no	no	INTJ
alkej-564	140	16	.	.	NOUN
alkej-564	140	17	3	3	NUM
alkej-564	140	18	,	,	PUNCT
alkej-564	140	19	pp	pp	ADV
alkej-564	140	20	1	1	NUM
alkej-564	140	21	-	-	SYM
alkej-564	140	22	15	15	NUM
alkej-564	140	23	(	(	PUNCT
alkej-564	140	24	2009	2009	NUM
alkej-564	140	25	)	)	PUNCT
alkej-564	140	26	9	9	NUM
alkej-564	140	27	weld	weld	NOUN
alkej-564	140	28	direction	direction	NOUN
alkej-564	140	29	fig.13	fig.13	NOUN
alkej-564	140	30	.	.	PUNCT
alkej-564	141	1	instantaneous	instantaneous	ADJ
alkej-564	141	2	current	current	ADJ
alkej-564	141	3	value	value	NOUN
alkej-564	141	4	in	in	ADP
alkej-564	141	5	welding	welding	NOUN
alkej-564	141	6	(	(	PUNCT
alkej-564	141	7	i=	i=	PROPN
alkej-564	141	8	150	150	NUM
alkej-564	141	9	amp	amp	NOUN
alkej-564	141	10	,	,	PUNCT
alkej-564	141	11	v=45	v=45	NOUN
alkej-564	141	12	volt	volt	NOUN
alkej-564	141	13	,	,	PUNCT
alkej-564	141	14	vw=	vw=	PROPN
alkej-564	141	15	4.53	4.53	NUM
alkej-564	141	16	mm	mm	PROPN
alkej-564	141	17	/	/	SYM
alkej-564	141	18	sec	sec	PROPN
alkej-564	141	19	)	)	PUNCT
alkej-564	141	20	weld	weld	NOUN
alkej-564	141	21	direction	direction	NOUN
alkej-564	141	22	fig.14	fig.14	NOUN
alkej-564	141	23	.	.	NOUN
alkej-564	142	1	instantaneous	instantaneous	ADJ
alkej-564	142	2	current	current	ADJ
alkej-564	142	3	value	value	NOUN
alkej-564	142	4	in	in	ADP
alkej-564	142	5	welding	welding	NOUN
alkej-564	142	6	(	(	PUNCT
alkej-564	142	7	i=	i=	PROPN
alkej-564	142	8	150	150	NUM
alkej-564	142	9	amp	amp	NOUN
alkej-564	142	10	,	,	PUNCT
alkej-564	142	11	v=45	v=45	NOUN
alkej-564	142	12	volt	volt	NOUN
alkej-564	142	13	,	,	PUNCT
alkej-564	142	14	vw=	vw=	PROPN
alkej-564	142	15	1.94	1.94	NUM
alkej-564	142	16	mm	mm	PROPN
alkej-564	142	17	/	/	SYM
alkej-564	142	18	sec	sec	PROPN
alkej-564	142	19	)	)	PUNCT
alkej-564	143	1	nabeel	nabeel	PROPN
alkej-564	143	2	k.	k.	PROPN
alkej-564	144	1	abid	abid	PROPN
alkej-564	145	1	al	al	PROPN
alkej-564	145	2	-	-	PUNCT
alkej-564	145	3	sahib	sahib	NOUN
alkej-564	145	4	al	al	PROPN
alkej-564	145	5	-	-	PUNCT
alkej-564	145	6	khwarizmi	khwarizmi	PROPN
alkej-564	145	7	engineering	engineering	NOUN
alkej-564	145	8	journal	journal	PROPN
alkej-564	145	9	,	,	PUNCT
alkej-564	145	10	vol	vol	NOUN
alkej-564	145	11	.	.	PROPN
alkej-564	145	12	5	5	NUM
alkej-564	145	13	,	,	PUNCT
alkej-564	145	14	no	no	INTJ
alkej-564	145	15	.	.	NOUN
alkej-564	145	16	3	3	NUM
alkej-564	145	17	,	,	PUNCT
alkej-564	145	18	pp	pp	ADV
alkej-564	145	19	1	1	NUM
alkej-564	145	20	-	-	SYM
alkej-564	145	21	15	15	NUM
alkej-564	145	22	(	(	PUNCT
alkej-564	145	23	2009	2009	NUM
alkej-564	145	24	)	)	PUNCT
alkej-564	145	25	10	10	NUM
alkej-564	145	26	weld	weld	NOUN
alkej-564	145	27	direction	direction	NOUN
alkej-564	145	28	fig.15	fig.15	NOUN
alkej-564	145	29	.	.	PUNCT
alkej-564	146	1	instantaneous	instantaneous	ADJ
alkej-564	146	2	current	current	ADJ
alkej-564	146	3	value	value	NOUN
alkej-564	146	4	in	in	ADP
alkej-564	146	5	welding	welding	NOUN
alkej-564	146	6	(	(	PUNCT
alkej-564	146	7	i=	i=	PROPN
alkej-564	146	8	250	250	NUM
alkej-564	146	9	amp	amp	NOUN
alkej-564	146	10	,	,	PUNCT
alkej-564	146	11	v=75	v=75	NOUN
alkej-564	146	12	volt	volt	NOUN
alkej-564	146	13	,	,	PUNCT
alkej-564	146	14	vw=	vw=	NOUN
alkej-564	146	15	7.17	7.17	NUM
alkej-564	146	16	mm	mm	PROPN
alkej-564	146	17	/	/	SYM
alkej-564	146	18	sec	sec	PROPN
alkej-564	146	19	)	)	PUNCT
alkej-564	146	20	weld	weld	NOUN
alkej-564	146	21	direction	direction	NOUN
alkej-564	146	22	fig.16	fig.16	PROPN
alkej-564	146	23	.	.	PUNCT
alkej-564	147	1	instantaneous	instantaneous	ADJ
alkej-564	147	2	current	current	ADJ
alkej-564	147	3	value	value	NOUN
alkej-564	147	4	in	in	ADP
alkej-564	147	5	welding	welding	NOUN
alkej-564	147	6	(	(	PUNCT
alkej-564	147	7	i=	i=	PROPN
alkej-564	147	8	250	250	NUM
alkej-564	147	9	amp	amp	NOUN
alkej-564	147	10	,	,	PUNCT
alkej-564	147	11	v=75	v=75	NOUN
alkej-564	147	12	volt	volt	NOUN
alkej-564	147	13	,	,	PUNCT
alkej-564	147	14	vw=	vw=	PROPN
alkej-564	147	15	2.04	2.04	NUM
alkej-564	147	16	mm	mm	PROPN
alkej-564	147	17	/	/	SYM
alkej-564	147	18	sec	sec	PROPN
alkej-564	147	19	)	)	PUNCT
alkej-564	147	20	to	to	PART
alkej-564	147	21	investigate	investigate	VERB
alkej-564	147	22	that	that	SCONJ
alkej-564	147	23	the	the	DET
alkej-564	147	24	monitoring	monitoring	NOUN
alkej-564	147	25	current	current	NOUN
alkej-564	147	26	represented	represent	VERB
alkej-564	147	27	a	a	DET
alkej-564	147	28	good	good	ADJ
alkej-564	147	29	indication	indication	NOUN
alkej-564	147	30	of	of	ADP
alkej-564	147	31	the	the	DET
alkej-564	147	32	weld	weld	NOUN
alkej-564	147	33	quality	quality	NOUN
alkej-564	147	34	,	,	PUNCT
alkej-564	147	35	we	we	PRON
alkej-564	147	36	made	make	VERB
alkej-564	147	37	an	an	DET
alkej-564	147	38	artificial	artificial	ADJ
alkej-564	147	39	failure	failure	NOUN
alkej-564	147	40	prior	prior	ADJ
alkej-564	147	41	welding	welding	NOUN
alkej-564	147	42	process	process	NOUN
alkej-564	147	43	by	by	ADP
alkej-564	147	44	making	make	VERB
alkej-564	147	45	a	a	DET
alkej-564	147	46	holes	hole	NOUN
alkej-564	147	47	in	in	ADP
alkej-564	147	48	a	a	DET
alkej-564	147	49	joint	joint	ADJ
alkej-564	147	50	line	line	NOUN
alkej-564	147	51	between	between	ADP
alkej-564	147	52	two	two	NUM
alkej-564	147	53	plates	plate	NOUN
alkej-564	147	54	or	or	CCONJ
alkej-564	147	55	introducing	introduce	VERB
alkej-564	147	56	intermetallic	intermetallic	ADJ
alkej-564	147	57	components	component	NOUN
alkej-564	147	58	,	,	PUNCT
alkej-564	147	59	inclusions	inclusion	NOUN
alkej-564	147	60	,	,	PUNCT
alkej-564	147	61	or	or	CCONJ
alkej-564	147	62	thermal	thermal	ADJ
alkej-564	147	63	stresses	stress	NOUN
alkej-564	147	64	in	in	ADP
alkej-564	147	65	the	the	DET
alkej-564	147	66	joint	joint	ADJ
alkej-564	147	67	line	line	NOUN
alkej-564	147	68	and	and	CCONJ
alkej-564	147	69	then	then	ADV
alkej-564	147	70	welding	weld	VERB
alkej-564	147	71	the	the	DET
alkej-564	147	72	joint	joint	NOUN
alkej-564	147	73	.	.	PUNCT
alkej-564	148	1	we	we	PRON
alkej-564	148	2	noticed	notice	VERB
alkej-564	148	3	a	a	DET
alkej-564	148	4	great	great	ADJ
alkej-564	148	5	change	change	NOUN
alkej-564	148	6	in	in	ADP
alkej-564	148	7	the	the	DET
alkej-564	148	8	current	current	ADJ
alkej-564	148	9	ripple	ripple	ADJ
alkej-564	148	10	values	value	NOUN
alkej-564	148	11	at	at	ADP
alkej-564	148	12	these	these	DET
alkej-564	148	13	failure	failure	NOUN
alkej-564	148	14	regions	region	NOUN
alkej-564	148	15	as	as	SCONJ
alkej-564	148	16	shown	show	VERB
alkej-564	148	17	in	in	ADP
alkej-564	148	18	figures	figure	NOUN
alkej-564	148	19	(	(	PUNCT
alkej-564	148	20	17	17	NUM
alkej-564	148	21	)	)	PUNCT
alkej-564	148	22	and	and	CCONJ
alkej-564	148	23	(	(	PUNCT
alkej-564	148	24	18	18	NUM
alkej-564	148	25	)	)	PUNCT
alkej-564	148	26	.	.	PUNCT
alkej-564	149	1	nabeel	nabeel	PROPN
alkej-564	149	2	k.	k.	PROPN
alkej-564	149	3	abid	abid	PROPN
alkej-564	149	4	al	al	PROPN
alkej-564	149	5	-	-	PUNCT
alkej-564	149	6	sahib	sahib	NOUN
alkej-564	149	7	al	al	PROPN
alkej-564	149	8	-	-	PUNCT
alkej-564	149	9	khwarizmi	khwarizmi	PROPN
alkej-564	149	10	engineering	engineering	NOUN
alkej-564	149	11	journal	journal	PROPN
alkej-564	149	12	,	,	PUNCT
alkej-564	149	13	vol	vol	NOUN
alkej-564	149	14	.	.	PROPN
alkej-564	149	15	5	5	NUM
alkej-564	149	16	,	,	PUNCT
alkej-564	149	17	no	no	INTJ
alkej-564	149	18	.	.	NOUN
alkej-564	149	19	3	3	NUM
alkej-564	149	20	,	,	PUNCT
alkej-564	149	21	pp	pp	ADV
alkej-564	149	22	1	1	NUM
alkej-564	149	23	-	-	SYM
alkej-564	149	24	15	15	NUM
alkej-564	149	25	(	(	PUNCT
alkej-564	149	26	2009	2009	NUM
alkej-564	149	27	)	)	PUNCT
alkej-564	149	28	11	11	NUM
alkej-564	149	29	weld	weld	NOUN
alkej-564	149	30	direction	direction	NOUN
alkej-564	149	31	fig.17	fig.17	NOUN
alkej-564	149	32	.	.	PUNCT
alkej-564	150	1	monitoring	monitor	VERB
alkej-564	150	2	defect	defect	NOUN
alkej-564	150	3	in	in	ADP
alkej-564	150	4	welding	welding	NOUN
alkej-564	150	5	(	(	PUNCT
alkej-564	150	6	vacancy	vacancy	NOUN
alkej-564	150	7	)	)	PUNCT
alkej-564	150	8	weld	weld	NOUN
alkej-564	150	9	direction	direction	NOUN
alkej-564	150	10	fig.18	fig.18	NOUN
alkej-564	150	11	.	.	PUNCT
alkej-564	151	1	monitoring	monitor	VERB
alkej-564	151	2	defect	defect	NOUN
alkej-564	151	3	in	in	ADP
alkej-564	151	4	welding	welding	NOUN
alkej-564	151	5	(	(	PUNCT
alkej-564	151	6	hard	hard	ADJ
alkej-564	151	7	particle	particle	NOUN
alkej-564	151	8	)	)	PUNCT
alkej-564	151	9	ann	ann	PROPN
alkej-564	151	10	was	be	AUX
alkej-564	151	11	developed	develop	VERB
alkej-564	151	12	utilizing	utilize	VERB
alkej-564	151	13	quality	quality	NOUN
alkej-564	151	14	parameter	parameter	NOUN
alkej-564	151	15	(	(	PUNCT
alkej-564	151	16	welding	welding	NOUN
alkej-564	151	17	voltage	voltage	NOUN
alkej-564	151	18	–	–	PUNCT
alkej-564	151	19	welding	weld	VERB
alkej-564	151	20	current	current	ADJ
alkej-564	151	21	–	–	PUNCT
alkej-564	151	22	welding	weld	VERB
alkej-564	151	23	travel	travel	NOUN
alkej-564	151	24	speed	speed	NOUN
alkej-564	151	25	)	)	PUNCT
alkej-564	151	26	.	.	PUNCT
alkej-564	152	1	making	make	VERB
alkej-564	152	2	use	use	NOUN
alkej-564	152	3	of	of	ADP
alkej-564	152	4	experimental	experimental	ADJ
alkej-564	152	5	result	result	NOUN
alkej-564	152	6	data	datum	NOUN
alkej-564	152	7	(	(	PUNCT
alkej-564	152	8	tensile	tensile	NOUN
alkej-564	152	9	strength	strength	NOUN
alkej-564	152	10	,	,	PUNCT
alkej-564	152	11	bending	bend	VERB
alkej-564	152	12	stress	stress	NOUN
alkej-564	152	13	and	and	CCONJ
alkej-564	152	14	hardness	hardness	NOUN
alkej-564	152	15	of	of	ADP
alkej-564	152	16	haz	haz	PROPN
alkej-564	152	17	)	)	PUNCT
alkej-564	152	18	has	have	AUX
alkej-564	152	19	trained	train	VERB
alkej-564	152	20	a	a	DET
alkej-564	152	21	neural	neural	ADJ
alkej-564	152	22	network	network	NOUN
alkej-564	152	23	for	for	ADP
alkej-564	152	24	a	a	DET
alkej-564	152	25	process	process	NOUN
alkej-564	152	26	model	model	NOUN
alkej-564	152	27	,	,	PUNCT
alkej-564	152	28	which	which	PRON
alkej-564	152	29	can	can	AUX
alkej-564	152	30	predict	predict	VERB
alkej-564	152	31	nabeel	nabeel	PROPN
alkej-564	152	32	k.	k.	PROPN
alkej-564	152	33	abid	abid	PROPN
alkej-564	152	34	al	al	PROPN
alkej-564	152	35	-	-	PUNCT
alkej-564	152	36	sahib	sahib	NOUN
alkej-564	152	37	al	al	PROPN
alkej-564	152	38	-	-	PUNCT
alkej-564	152	39	khwarizmi	khwarizmi	PROPN
alkej-564	152	40	engineering	engineering	NOUN
alkej-564	152	41	journal	journal	PROPN
alkej-564	152	42	,	,	PUNCT
alkej-564	152	43	vol	vol	NOUN
alkej-564	152	44	.	.	PROPN
alkej-564	153	1	5	5	NUM
alkej-564	153	2	,	,	PUNCT
alkej-564	153	3	no	no	INTJ
alkej-564	153	4	.	.	NOUN
alkej-564	153	5	3	3	NUM
alkej-564	153	6	,	,	PUNCT
alkej-564	153	7	pp	pp	ADV
alkej-564	153	8	1	1	NUM
alkej-564	153	9	-	-	SYM
alkej-564	153	10	15	15	NUM
alkej-564	153	11	(	(	PUNCT
alkej-564	153	12	2009	2009	NUM
alkej-564	153	13	)	)	PUNCT
alkej-564	153	14	12	12	NUM
alkej-564	153	15	the	the	DET
alkej-564	153	16	level	level	NOUN
alkej-564	153	17	of	of	ADP
alkej-564	153	18	quality	quality	NOUN
alkej-564	153	19	for	for	ADP
alkej-564	153	20	different	different	ADJ
alkej-564	153	21	welding	welding	NOUN
alkej-564	153	22	conditions	condition	NOUN
alkej-564	153	23	as	as	SCONJ
alkej-564	153	24	shown	show	VERB
alkej-564	153	25	in	in	ADP
alkej-564	153	26	tables	table	NOUN
alkej-564	153	27	(	(	PUNCT
alkej-564	153	28	3	3	NUM
alkej-564	153	29	)	)	PUNCT
alkej-564	153	30	and	and	CCONJ
alkej-564	153	31	(	(	PUNCT
alkej-564	153	32	4	4	NUM
alkej-564	153	33	)	)	PUNCT
alkej-564	153	34	.	.	PUNCT
alkej-564	154	1	the	the	DET
alkej-564	154	2	training	training	NOUN
alkej-564	154	3	curve	curve	NOUN
alkej-564	154	4	of	of	ADP
alkej-564	154	5	the	the	DET
alkej-564	154	6	network	network	NOUN
alkej-564	154	7	is	be	AUX
alkej-564	154	8	shown	show	VERB
alkej-564	154	9	in	in	ADP
alkej-564	154	10	figure	figure	NOUN
alkej-564	154	11	(	(	PUNCT
alkej-564	154	12	19	19	NUM
alkej-564	154	13	)	)	PUNCT
alkej-564	154	14	.	.	PUNCT
alkej-564	155	1	running	run	VERB
alkej-564	155	2	the	the	DET
alkej-564	155	3	network	network	NOUN
alkej-564	155	4	gives	give	VERB
alkej-564	155	5	an	an	DET
alkej-564	155	6	important	important	ADJ
alkej-564	155	7	advantage	advantage	NOUN
alkej-564	155	8	showing	show	VERB
alkej-564	155	9	its	its	PRON
alkej-564	155	10	ability	ability	NOUN
alkej-564	155	11	to	to	PART
alkej-564	155	12	predict	predict	VERB
alkej-564	155	13	additional	additional	ADJ
alkej-564	155	14	readings	reading	NOUN
alkej-564	155	15	of	of	ADP
alkej-564	155	16	quality	quality	NOUN
alkej-564	155	17	parameter	parameter	NOUN
alkej-564	155	18	besides	besides	SCONJ
alkej-564	155	19	the	the	DET
alkej-564	155	20	original	original	ADJ
alkej-564	155	21	ones	one	NOUN
alkej-564	155	22	obtained	obtain	VERB
alkej-564	155	23	from	from	ADP
alkej-564	155	24	the	the	DET
alkej-564	155	25	experimental	experimental	ADJ
alkej-564	155	26	work	work	NOUN
alkej-564	155	27	upon	upon	SCONJ
alkej-564	155	28	inserting	insert	VERB
alkej-564	155	29	new	new	ADJ
alkej-564	155	30	interface	interface	NOUN
alkej-564	155	31	values	value	NOUN
alkej-564	155	32	of	of	ADP
alkej-564	155	33	welding	welding	NOUN
alkej-564	155	34	conditions	condition	NOUN
alkej-564	155	35	taken	take	VERB
alkej-564	155	36	within	within	ADP
alkej-564	155	37	the	the	DET
alkej-564	155	38	employed	employ	VERB
alkej-564	155	39	ranges	range	NOUN
alkej-564	155	40	.	.	PUNCT
alkej-564	156	1	it	it	PRON
alkej-564	156	2	will	will	AUX
alkej-564	156	3	be	be	AUX
alkej-564	156	4	noticed	notice	VERB
alkej-564	156	5	that	that	SCONJ
alkej-564	156	6	the	the	DET
alkej-564	156	7	network	network	NOUN
alkej-564	156	8	also	also	ADV
alkej-564	156	9	predicts	predict	VERB
alkej-564	156	10	new	new	ADJ
alkej-564	156	11	interface	interface	NOUN
alkej-564	156	12	reading	reading	NOUN
alkej-564	156	13	of	of	ADP
alkej-564	156	14	quality	quality	NOUN
alkej-564	156	15	parameter	parameter	NOUN
alkej-564	156	16	(	(	PUNCT
alkej-564	156	17	tensile	tensile	NOUN
alkej-564	156	18	and	and	CCONJ
alkej-564	156	19	bending	bend	VERB
alkej-564	156	20	test	test	NOUN
alkej-564	156	21	value	value	NOUN
alkej-564	156	22	and	and	CCONJ
alkej-564	156	23	finding	find	VERB
alkej-564	156	24	the	the	DET
alkej-564	156	25	effect	effect	NOUN
alkej-564	156	26	of	of	ADP
alkej-564	156	27	heat	heat	NOUN
alkej-564	156	28	at	at	ADP
alkej-564	156	29	hardness	hardness	NOUN
alkej-564	156	30	of	of	ADP
alkej-564	156	31	haz	haz	NOUN
alkej-564	156	32	)	)	PUNCT
alkej-564	156	33	approaching	approach	VERB
alkej-564	156	34	the	the	DET
alkej-564	156	35	values	value	NOUN
alkej-564	156	36	to	to	ADP
alkej-564	156	37	those	those	PRON
alkej-564	156	38	obtained	obtain	VERB
alkej-564	156	39	from	from	ADP
alkej-564	156	40	the	the	DET
alkej-564	156	41	experimental	experimental	ADJ
alkej-564	156	42	runs	run	NOUN
alkej-564	156	43	.	.	PUNCT
alkej-564	157	1	welding	weld	VERB
alkej-564	157	2	conditions	condition	NOUN
alkej-564	157	3	and	and	CCONJ
alkej-564	157	4	quality	quality	NOUN
alkej-564	157	5	parameters	parameter	NOUN
alkej-564	157	6	are	be	AUX
alkej-564	157	7	the	the	DET
alkej-564	157	8	name	name	NOUN
alkej-564	157	9	of	of	ADP
alkej-564	157	10	the	the	DET
alkej-564	157	11	neural	neural	ADJ
alkej-564	157	12	networks	network	NOUN
alkej-564	157	13	which	which	PRON
alkej-564	157	14	have	have	AUX
alkej-564	157	15	been	be	AUX
alkej-564	157	16	trained	train	VERB
alkej-564	157	17	to	to	ADP
alkej-564	157	18	a	a	DET
alkej-564	157	19	set	set	NOUN
alkej-564	157	20	of	of	ADP
alkej-564	157	21	data	datum	NOUN
alkej-564	157	22	derived	derive	VERB
alkej-564	157	23	from	from	ADP
alkej-564	157	24	the	the	DET
alkej-564	157	25	practical	practical	ADJ
alkej-564	157	26	experimental	experimental	ADJ
alkej-564	157	27	runs	run	NOUN
alkej-564	157	28	,	,	PUNCT
alkej-564	157	29	that	that	PRON
alkej-564	157	30	makes	make	VERB
alkej-564	157	31	the	the	DET
alkej-564	157	32	networks	network	NOUN
alkej-564	157	33	ready	ready	ADJ
alkej-564	157	34	to	to	PART
alkej-564	157	35	receive	receive	VERB
alkej-564	157	36	new	new	ADJ
alkej-564	157	37	data	datum	NOUN
alkej-564	157	38	for	for	ADP
alkej-564	157	39	subsequent	subsequent	ADJ
alkej-564	157	40	prediction	prediction	NOUN
alkej-564	157	41	.	.	PUNCT
alkej-564	158	1	new	new	ADJ
alkej-564	158	2	data	datum	NOUN
alkej-564	158	3	should	should	AUX
alkej-564	158	4	be	be	AUX
alkej-564	158	5	accordingly	accordingly	ADV
alkej-564	158	6	set	set	VERB
alkej-564	158	7	as	as	ADP
alkej-564	158	8	input	input	NOUN
alkej-564	158	9	parameters	parameter	NOUN
alkej-564	158	10	,	,	PUNCT
alkej-564	158	11	which	which	PRON
alkej-564	158	12	represent	represent	VERB
alkej-564	158	13	only	only	ADV
alkej-564	158	14	the	the	DET
alkej-564	158	15	welding	welding	NOUN
alkej-564	158	16	conditions	condition	NOUN
alkej-564	158	17	within	within	ADP
alkej-564	158	18	the	the	DET
alkej-564	158	19	limits	limit	NOUN
alkej-564	158	20	adopted	adopt	VERB
alkej-564	158	21	in	in	ADP
alkej-564	158	22	this	this	DET
alkej-564	158	23	study	study	NOUN
alkej-564	158	24	.	.	PUNCT
alkej-564	159	1	consequent	consequent	ADJ
alkej-564	159	2	outputs	output	NOUN
alkej-564	159	3	are	be	AUX
alkej-564	159	4	new	new	ADJ
alkej-564	159	5	rates	rate	NOUN
alkej-564	159	6	that	that	PRON
alkej-564	159	7	represent	represent	VERB
alkej-564	159	8	only	only	ADV
alkej-564	159	9	quality	quality	NOUN
alkej-564	159	10	parameters	parameter	NOUN
alkej-564	159	11	which	which	PRON
alkej-564	159	12	are	be	AUX
alkej-564	159	13	predicted	predict	VERB
alkej-564	159	14	by	by	ADP
alkej-564	159	15	the	the	DET
alkej-564	159	16	pre	pre	ADJ
alkej-564	159	17	-	-	ADJ
alkej-564	159	18	trained	train	VERB
alkej-564	159	19	neural	neural	ADJ
alkej-564	159	20	networks	network	NOUN
alkej-564	159	21	.	.	PUNCT
alkej-564	160	1	it	it	PRON
alkej-564	160	2	is	be	AUX
alkej-564	160	3	clear	clear	ADJ
alkej-564	160	4	that	that	SCONJ
alkej-564	160	5	agreement	agreement	NOUN
alkej-564	160	6	of	of	ADP
alkej-564	160	7	the	the	DET
alkej-564	160	8	total	total	ADJ
alkej-564	160	9	values	value	NOUN
alkej-564	160	10	and	and	CCONJ
alkej-564	160	11	convergence	convergence	NOUN
alkej-564	160	12	readings	reading	NOUN
alkej-564	160	13	of	of	ADP
alkej-564	160	14	each	each	DET
alkej-564	160	15	set	set	NOUN
alkej-564	160	16	shows	show	VERB
alkej-564	160	17	that	that	SCONJ
alkej-564	160	18	the	the	DET
alkej-564	160	19	trained	train	VERB
alkej-564	160	20	neural	neural	ADJ
alkej-564	160	21	networks	network	NOUN
alkej-564	160	22	are	be	AUX
alkej-564	160	23	ready	ready	ADJ
alkej-564	160	24	to	to	PART
alkej-564	160	25	predict	predict	VERB
alkej-564	160	26	quality	quality	NOUN
alkej-564	160	27	parameters	parameter	NOUN
alkej-564	160	28	whenever	whenever	SCONJ
alkej-564	160	29	it	it	PRON
alkej-564	160	30	is	be	AUX
alkej-564	160	31	required	require	VERB
alkej-564	160	32	.	.	PUNCT
alkej-564	161	1	some	some	DET
alkej-564	161	2	network	network	NOUN
alkej-564	161	3	results	result	NOUN
alkej-564	161	4	were	be	AUX
alkej-564	161	5	found	find	VERB
alkej-564	161	6	far	far	ADV
alkej-564	161	7	from	from	ADP
alkej-564	161	8	reasonable	reasonable	ADJ
alkej-564	161	9	values	value	NOUN
alkej-564	161	10	due	due	ADP
alkej-564	161	11	to	to	ADP
alkej-564	161	12	inadequate	inadequate	ADJ
alkej-564	161	13	neural	neural	ADJ
alkej-564	161	14	network	network	NOUN
alkej-564	161	15	training	training	NOUN
alkej-564	161	16	data	datum	NOUN
alkej-564	161	17	,	,	PUNCT
alkej-564	161	18	because	because	SCONJ
alkej-564	161	19	of	of	ADP
alkej-564	161	20	the	the	DET
alkej-564	161	21	limited	limited	ADJ
alkej-564	161	22	number	number	NOUN
alkej-564	161	23	of	of	ADP
alkej-564	161	24	samples	sample	NOUN
alkej-564	161	25	and	and	CCONJ
alkej-564	161	26	need	need	VERB
alkej-564	161	27	for	for	ADP
alkej-564	161	28	modern	modern	ADJ
alkej-564	161	29	instrument	instrument	NOUN
alkej-564	161	30	to	to	PART
alkej-564	161	31	reduce	reduce	VERB
alkej-564	161	32	the	the	DET
alkej-564	161	33	time	time	NOUN
alkej-564	161	34	of	of	ADP
alkej-564	161	35	testing	testing	NOUN
alkej-564	161	36	samples	sample	NOUN
alkej-564	161	37	.	.	PUNCT
alkej-564	162	1	table	table	NOUN
alkej-564	162	2	3	3	NUM
alkej-564	162	3	,	,	PUNCT
alkej-564	162	4	ann	ann	PROPN
alkej-564	162	5	1	1	NUM
alkej-564	162	6	output	output	NOUN
alkej-564	162	7	utilizing	utilize	VERB
alkej-564	162	8	quality	quality	NOUN
alkej-564	162	9	parameters	parameter	NOUN
alkej-564	162	10	(	(	PUNCT
alkej-564	162	11	tensile	tensile	VERB
alkej-564	162	12	and	and	CCONJ
alkej-564	162	13	bending	bend	VERB
alkej-564	162	14	strength	strength	NOUN
alkej-564	162	15	test	test	NOUN
alkej-564	162	16	value	value	NOUN
alkej-564	162	17	at	at	ADP
alkej-564	162	18	failure	failure	NOUN
alkej-564	162	19	–	–	PUNCT
alkej-564	162	20	hardening	harden	VERB
alkej-564	162	21	effect	effect	NOUN
alkej-564	162	22	value	value	NOUN
alkej-564	162	23	)	)	PUNCT
alkej-564	162	24	input	input	NOUN
alkej-564	162	25	no	no	INTJ
alkej-564	162	26	.	.	PUNCT
alkej-564	163	1	voltage	voltage	NOUN
alkej-564	163	2	setting	setting	NOUN
alkej-564	163	3	(	(	PUNCT
alkej-564	163	4	volt	volt	NOUN
alkej-564	163	5	)	)	PUNCT
alkej-564	163	6	current	current	ADJ
alkej-564	163	7	setting	setting	NOUN
alkej-564	163	8	(	(	PUNCT
alkej-564	163	9	amp	amp	NOUN
alkej-564	163	10	.	.	PUNCT
alkej-564	163	11	)	)	PUNCT
alkej-564	164	1	speed	speed	NOUN
alkej-564	164	2	of	of	ADP
alkej-564	164	3	welding	welding	NOUN
alkej-564	164	4	(	(	PUNCT
alkej-564	164	5	mm	mm	PROPN
alkej-564	164	6	/	/	SYM
alkej-564	164	7	sec	sec	PROPN
alkej-564	164	8	)	)	PUNCT
alkej-564	164	9	hardness	hardness	NOUN
alkej-564	164	10	of	of	ADP
alkej-564	164	11	haz	haz	PROPN
alkej-564	164	12	(	(	PUNCT
alkej-564	164	13	hv	hv	NOUN
alkej-564	164	14	)	)	PUNCT
alkej-564	164	15	tensile	tensile	NOUN
alkej-564	164	16	strength	strength	NOUN
alkej-564	164	17	(	(	PUNCT
alkej-564	164	18	n	n	CCONJ
alkej-564	164	19	/	/	SYM
alkej-564	164	20	m	m	VERB
alkej-564	164	21	2	2	NUM
alkej-564	164	22	)	)	PUNCT
alkej-564	164	23	bending	bend	VERB
alkej-564	164	24	strength	strength	NOUN
alkej-564	164	25	(	(	PUNCT
alkej-564	164	26	n	n	CCONJ
alkej-564	164	27	/	/	SYM
alkej-564	164	28	m	m	PROPN
alkej-564	164	29	2	2	NUM
alkej-564	164	30	)	)	PUNCT
alkej-564	164	31	1	1	NUM
alkej-564	164	32	30.0000	30.0000	NUM
alkej-564	164	33	100.0000	100.0000	NUM
alkej-564	164	34	4.5	4.5	NUM
alkej-564	164	35	242.9536	242.9536	NUM
alkej-564	164	36	9.1614	9.1614	NUM
alkej-564	164	37	290.9129	290.9129	NUM
alkej-564	164	38	2	2	NUM
alkej-564	164	39	36.6667	36.6667	NUM
alkej-564	164	40	122.2222	122.2222	NUM
alkej-564	164	41	5.2	5.2	NUM
alkej-564	164	42	244.4841	244.4841	NUM
alkej-564	164	43	9.7385	9.7385	NUM
alkej-564	164	44	309.1162	309.1162	NUM
alkej-564	164	45	3	3	NUM
alkej-564	164	46	43.3333	43.3333	NUM
alkej-564	164	47	144.4444	144.4444	NUM
alkej-564	164	48	5.8	5.8	NUM
alkej-564	164	49	246.0196	246.0196	NUM
alkej-564	164	50	10.2963	10.2963	NUM
alkej-564	164	51	327.3195	327.3195	NUM
alkej-564	164	52	4	4	NUM
alkej-564	164	53	50.0000	50.0000	NUM
alkej-564	164	54	166.6667	166.6667	NUM
alkej-564	164	55	6.5	6.5	NUM
alkej-564	164	56	247.5610	247.5610	NUM
alkej-564	164	57	10.8632	10.8632	NUM
alkej-564	164	58	345.5228	345.5228	NUM
alkej-564	164	59	5	5	NUM
alkej-564	164	60	56.6667	56.6667	NUM
alkej-564	164	61	188.8889	188.8889	NUM
alkej-564	164	62	7.2	7.2	NUM
alkej-564	164	63	249.1835	249.1835	NUM
alkej-564	164	64	11.4391	11.4391	NUM
alkej-564	164	65	363.7261	363.7261	NUM
alkej-564	164	66	6	6	NUM
alkej-564	164	67	63.3333	63.3333	NUM
alkej-564	164	68	211.1111	211.1111	NUM
alkej-564	164	69	7.8	7.8	NUM
alkej-564	164	70	250.6260	250.6260	NUM
alkej-564	164	71	11.9861	11.9861	NUM
alkej-564	164	72	381.9294	381.9294	NUM
alkej-564	164	73	7	7	NUM
alkej-564	164	74	70.0000	70.0000	NUM
alkej-564	164	75	233.3333	233.3333	NUM
alkej-564	164	76	8.5	8.5	NUM
alkej-564	164	77	252.1486	252.1486	NUM
alkej-564	164	78	12.5631	12.5631	NUM
alkej-564	164	79	400.1327	400.1327	NUM
alkej-564	164	80	8	8	NUM
alkej-564	164	81	76.6667	76.6667	NUM
alkej-564	164	82	255.5556	255.5556	NUM
alkej-564	164	83	9.2	9.2	NUM
alkej-564	164	84	253.6709	253.6709	NUM
alkej-564	164	85	13.1289	13.1289	NUM
alkej-564	164	86	418.3360	418.3360	NUM
alkej-564	164	87	9	9	NUM
alkej-564	164	88	83.3333	83.3333	NUM
alkej-564	164	89	277.7778	277.7778	NUM
alkej-564	164	90	9.8	9.8	NUM
alkej-564	164	91	255.2154	255.2154	NUM
alkej-564	164	92	13.6979	13.6979	NUM
alkej-564	164	93	436.5393	436.5393	NUM
alkej-564	164	94	10	10	NUM
alkej-564	164	95	90.0000	90.0000	NUM
alkej-564	164	96	300.0000	300.0000	NUM
alkej-564	164	97	10.5	10.5	NUM
alkej-564	164	98	256.7459	256.7459	NUM
alkej-564	164	99	14.2638	14.2638	NUM
alkej-564	164	100	454.7426	454.7426	NUM
alkej-564	164	101	table	table	NOUN
alkej-564	164	102	4	4	NUM
alkej-564	164	103	,	,	PUNCT
alkej-564	164	104	ann	ann	PROPN
alkej-564	164	105	2	2	NUM
alkej-564	164	106	output	output	NOUN
alkej-564	164	107	utilizing	utilize	VERB
alkej-564	164	108	quality	quality	NOUN
alkej-564	164	109	parameters	parameter	NOUN
alkej-564	164	110	(	(	PUNCT
alkej-564	164	111	tensile	tensile	VERB
alkej-564	164	112	and	and	CCONJ
alkej-564	164	113	bending	bend	VERB
alkej-564	164	114	strength	strength	NOUN
alkej-564	164	115	test	test	NOUN
alkej-564	164	116	value	value	NOUN
alkej-564	164	117	at	at	ADP
alkej-564	164	118	failure	failure	NOUN
alkej-564	164	119	–	–	PUNCT
alkej-564	164	120	hardening	harden	VERB
alkej-564	164	121	effect	effect	NOUN
alkej-564	164	122	value	value	NOUN
alkej-564	164	123	)	)	PUNCT
alkej-564	164	124	input	input	NOUN
alkej-564	164	125	no	no	INTJ
alkej-564	164	126	.	.	PUNCT
alkej-564	165	1	voltage	voltage	NOUN
alkej-564	165	2	setting	setting	NOUN
alkej-564	165	3	(	(	PUNCT
alkej-564	165	4	volt	volt	NOUN
alkej-564	165	5	)	)	PUNCT
alkej-564	165	6	current	current	ADJ
alkej-564	165	7	setting	setting	NOUN
alkej-564	165	8	(	(	PUNCT
alkej-564	165	9	amp	amp	NOUN
alkej-564	165	10	.	.	PUNCT
alkej-564	165	11	)	)	PUNCT
alkej-564	166	1	speed	speed	NOUN
alkej-564	166	2	of	of	ADP
alkej-564	166	3	welding	welding	NOUN
alkej-564	166	4	(	(	PUNCT
alkej-564	166	5	mm	mm	PROPN
alkej-564	166	6	/	/	SYM
alkej-564	166	7	sec	sec	PROPN
alkej-564	166	8	)	)	PUNCT
alkej-564	166	9	harness	harness	NOUN
alkej-564	166	10	of	of	ADP
alkej-564	166	11	haz	haz	PROPN
alkej-564	166	12	(	(	PUNCT
alkej-564	166	13	hv	hv	NOUN
alkej-564	166	14	)	)	PUNCT
alkej-564	166	15	tensile	tensile	NOUN
alkej-564	166	16	strength	strength	NOUN
alkej-564	166	17	(	(	PUNCT
alkej-564	166	18	n	n	CCONJ
alkej-564	166	19	/	/	SYM
alkej-564	166	20	m	m	VERB
alkej-564	166	21	2	2	NUM
alkej-564	166	22	)	)	PUNCT
alkej-564	166	23	bending	bend	VERB
alkej-564	166	24	strength	strength	NOUN
alkej-564	166	25	(	(	PUNCT
alkej-564	166	26	n	n	CCONJ
alkej-564	166	27	/	/	SYM
alkej-564	166	28	m	m	PROPN
alkej-564	166	29	2	2	NUM
alkej-564	166	30	)	)	PUNCT
alkej-564	166	31	1	1	NUM
alkej-564	166	32	30	30	NUM
alkej-564	166	33	100.0000	100.0000	NUM
alkej-564	166	34	1.9400	1.9400	NUM
alkej-564	166	35	235.7538	235.7538	NUM
alkej-564	166	36	28.9437	28.9437	NUM
alkej-564	166	37	991.6251	991.6251	NUM
alkej-564	166	38	2	2	NUM
alkej-564	166	39	35	35	NUM
alkej-564	166	40	116.6667	116.6667	NUM
alkej-564	166	41	2.0556	2.0556	NUM
alkej-564	166	42	245.2694	245.2694	NUM
alkej-564	166	43	29.3566	29.3566	NUM
alkej-564	166	44	1008.1322	1008.1322	NUM
alkej-564	166	45	3	3	NUM
alkej-564	166	46	40	40	NUM
alkej-564	166	47	133.3333	133.3333	NUM
alkej-564	166	48	2.1711	2.1711	NUM
alkej-564	166	49	254.7849	254.7849	NUM
alkej-564	166	50	29.7835	29.7835	NUM
alkej-564	166	51	1025.2635	1025.2635	NUM
alkej-564	166	52	4	4	NUM
alkej-564	166	53	45	45	NUM
alkej-564	166	54	150.0000	150.0000	NUM
alkej-564	166	55	2.2867	2.2867	NUM
alkej-564	166	56	264.3005	264.3005	NUM
alkej-564	166	57	30.1904	30.1904	NUM
alkej-564	166	58	1042.7693	1042.7693	NUM
alkej-564	166	59	5	5	NUM
alkej-564	166	60	50	50	NUM
alkej-564	166	61	166.6667	166.6667	NUM
alkej-564	166	62	2.4022	2.4022	NUM
alkej-564	166	63	273.8161	273.8161	NUM
alkej-564	166	64	30.5743	30.5743	NUM
alkej-564	166	65	1060.2431	1060.2431	NUM
alkej-564	166	66	6	6	NUM
alkej-564	166	67	55	55	NUM
alkej-564	166	68	183.3333	183.3333	NUM
alkej-564	166	69	2.5178	2.5178	NUM
alkej-564	166	70	283.3316	283.3316	NUM
alkej-564	166	71	31.0122	31.0122	NUM
alkej-564	166	72	1077.4627	1077.4627	NUM
alkej-564	166	73	7	7	NUM
alkej-564	166	74	60	60	NUM
alkej-564	166	75	200.0000	200.0000	NUM
alkej-564	166	76	2.6333	2.6333	NUM
alkej-564	166	77	292.8472	292.8472	NUM
alkej-564	166	78	31.4281	31.4281	NUM
alkej-564	166	79	1094.2719	1094.2719	NUM
alkej-564	166	80	8	8	NUM
alkej-564	166	81	65	65	NUM
alkej-564	166	82	216.6667	216.6667	NUM
alkej-564	166	83	2.7489	2.7489	NUM
alkej-564	166	84	296.6070	296.6070	NUM
alkej-564	166	85	32.3700	32.3700	NUM
alkej-564	166	86	1081.7679	1081.7679	NUM
alkej-564	166	87	9	9	NUM
alkej-564	166	88	70	70	NUM
alkej-564	166	89	233.3333	233.3333	NUM
alkej-564	166	90	2.8644	2.8644	NUM
alkej-564	166	91	302.3667	302.3667	NUM
alkej-564	166	92	33.7220	33.7220	NUM
alkej-564	166	93	1069.2363	1069.2363	NUM
alkej-564	166	94	10	10	NUM
alkej-564	166	95	75	75	NUM
alkej-564	166	96	250.0000	250.0000	NUM
alkej-564	166	97	2.9800	2.9800	NUM
alkej-564	166	98	310.1265	310.1265	NUM
alkej-564	166	99	34.8539	34.8539	NUM
alkej-564	166	100	1056.6638	1056.6638	PROPN
alkej-564	166	101	nabeel	nabeel	PROPN
alkej-564	166	102	k.	k.	PROPN
alkej-564	167	1	abid	abid	PROPN
alkej-564	167	2	al	al	PROPN
alkej-564	167	3	-	-	PUNCT
alkej-564	167	4	sahib	sahib	NOUN
alkej-564	167	5	al	al	PROPN
alkej-564	167	6	-	-	PUNCT
alkej-564	167	7	khwarizmi	khwarizmi	PROPN
alkej-564	167	8	engineering	engineering	NOUN
alkej-564	167	9	journal	journal	PROPN
alkej-564	167	10	,	,	PUNCT
alkej-564	167	11	vol	vol	NOUN
alkej-564	167	12	.	.	PROPN
alkej-564	167	13	5	5	NUM
alkej-564	167	14	,	,	PUNCT
alkej-564	167	15	no	no	INTJ
alkej-564	167	16	.	.	NOUN
alkej-564	167	17	3	3	NUM
alkej-564	167	18	,	,	PUNCT
alkej-564	167	19	pp	pp	ADV
alkej-564	167	20	1	1	NUM
alkej-564	167	21	-	-	SYM
alkej-564	167	22	15	15	NUM
alkej-564	167	23	(	(	PUNCT
alkej-564	167	24	2009	2009	NUM
alkej-564	167	25	)	)	PUNCT
alkej-564	167	26	13	13	NUM
alkej-564	167	27	fig.19	fig.19	NOUN
alkej-564	167	28	.	.	PUNCT
alkej-564	168	1	ann	ann	PROPN
alkej-564	168	2	training	training	NOUN
alkej-564	168	3	curve	curve	NOUN
alkej-564	168	4	utilizing	utilize	VERB
alkej-564	168	5	quality	quality	NOUN
alkej-564	168	6	parameters	parameter	NOUN
alkej-564	168	7	for	for	ADP
alkej-564	168	8	case	case	NOUN
alkej-564	168	9	1	1	NUM
alkej-564	168	10	7	7	NUM
alkej-564	168	11	.	.	PUNCT
alkej-564	169	1	conclusions	conclusion	NOUN
alkej-564	169	2	the	the	DET
alkej-564	169	3	main	main	ADJ
alkej-564	169	4	conclusions	conclusion	NOUN
alkej-564	169	5	of	of	ADP
alkej-564	169	6	this	this	DET
alkej-564	169	7	research	research	NOUN
alkej-564	169	8	in	in	ADP
alkej-564	169	9	the	the	DET
alkej-564	169	10	field	field	NOUN
alkej-564	169	11	of	of	ADP
alkej-564	169	12	smaw	smaw	PROPN
alkej-564	169	13	quality	quality	NOUN
alkej-564	169	14	and	and	CCONJ
alkej-564	169	15	online	online	ADJ
alkej-564	169	16	current	current	ADJ
alkej-564	169	17	monitor	monitor	NOUN
alkej-564	169	18	system	system	NOUN
alkej-564	169	19	are	be	AUX
alkej-564	169	20	as	as	SCONJ
alkej-564	169	21	follows	follow	VERB
alkej-564	169	22	:	:	PUNCT
alkej-564	169	23			PRON
alkej-564	169	24	the	the	DET
alkej-564	169	25	system	system	NOUN
alkej-564	169	26	has	have	VERB
alkej-564	169	27	high	high	ADJ
alkej-564	169	28	response	response	NOUN
alkej-564	169	29	sensing	sense	VERB
alkej-564	169	30	capability	capability	NOUN
alkej-564	169	31	which	which	PRON
alkej-564	169	32	is	be	AUX
alkej-564	169	33	needed	need	VERB
alkej-564	169	34	to	to	PART
alkej-564	169	35	meet	meet	VERB
alkej-564	169	36	the	the	DET
alkej-564	169	37	requirements	requirement	NOUN
alkej-564	169	38	of	of	ADP
alkej-564	169	39	smaw	smaw	NOUN
alkej-564	169	40	monitoring	monitoring	NOUN
alkej-564	169	41	process	process	NOUN
alkej-564	169	42	which	which	PRON
alkej-564	169	43	can	can	AUX
alkej-564	169	44	be	be	AUX
alkej-564	169	45	installed	instal	VERB
alkej-564	169	46	directly	directly	ADV
alkej-564	169	47	to	to	ADP
alkej-564	169	48	the	the	DET
alkej-564	169	49	welding	welding	NOUN
alkej-564	169	50	machine	machine	NOUN
alkej-564	169	51	and	and	CCONJ
alkej-564	169	52	then	then	ADV
alkej-564	169	53	to	to	ADP
alkej-564	169	54	a	a	DET
alkej-564	169	55	computer	computer	NOUN
alkej-564	169	56	without	without	ADP
alkej-564	169	57	leaving	leave	VERB
alkej-564	169	58	a	a	DET
alkej-564	169	59	negative	negative	ADJ
alkej-564	169	60	impact	impact	NOUN
alkej-564	169	61	on	on	ADP
alkej-564	169	62	the	the	DET
alkej-564	169	63	efficiency	efficiency	NOUN
alkej-564	169	64	of	of	ADP
alkej-564	169	65	the	the	DET
alkej-564	169	66	machine	machine	NOUN
alkej-564	169	67	or	or	CCONJ
alkej-564	169	68	causing	cause	VERB
alkej-564	169	69	a	a	DET
alkej-564	169	70	technical	technical	ADJ
alkej-564	169	71	obstacle	obstacle	NOUN
alkej-564	169	72	that	that	PRON
alkej-564	169	73	prevents	prevent	VERB
alkej-564	169	74	the	the	DET
alkej-564	169	75	operator	operator	NOUN
alkej-564	169	76	from	from	ADP
alkej-564	169	77	performing	perform	VERB
alkej-564	169	78	his	his	PRON
alkej-564	169	79	duty	duty	NOUN
alkej-564	169	80	well	well	ADV
alkej-564	169	81	.	.	PUNCT
alkej-564	170	1			PRON
alkej-564	170	2	it	it	PRON
alkej-564	170	3	provides	provide	VERB
alkej-564	170	4	the	the	DET
alkej-564	170	5	operator	operator	NOUN
alkej-564	170	6	with	with	ADP
alkej-564	170	7	an	an	DET
alkej-564	170	8	opportunity	opportunity	NOUN
alkej-564	170	9	to	to	PART
alkej-564	170	10	watch	watch	VERB
alkej-564	170	11	and	and	CCONJ
alkej-564	170	12	monitor	monitor	VERB
alkej-564	170	13	the	the	DET
alkej-564	170	14	welding	welding	NOUN
alkej-564	170	15	current	current	ADJ
alkej-564	170	16	value	value	NOUN
alkej-564	170	17	for	for	ADP
alkej-564	170	18	each	each	DET
alkej-564	170	19	welding	welding	NOUN
alkej-564	170	20	trial	trial	NOUN
alkej-564	170	21	individually	individually	ADV
alkej-564	170	22	from	from	ADP
alkej-564	170	23	a	a	DET
alkej-564	170	24	distance	distance	NOUN
alkej-564	170	25	no	no	DET
alkej-564	170	26	less	less	ADJ
alkej-564	170	27	than	than	ADP
alkej-564	170	28	5	5	NUM
alkej-564	170	29	meters	meter	NOUN
alkej-564	170	30	.	.	PUNCT
alkej-564	171	1			NOUN
alkej-564	171	2	record	record	VERB
alkej-564	171	3	the	the	DET
alkej-564	171	4	current	current	ADJ
alkej-564	171	5	form	form	NOUN
alkej-564	171	6	at	at	ADP
alkej-564	171	7	all	all	DET
alkej-564	171	8	welding	welding	NOUN
alkej-564	171	9	processes	process	NOUN
alkej-564	171	10	and	and	CCONJ
alkej-564	171	11	save	save	VERB
alkej-564	171	12	it	it	PRON
alkej-564	171	13	as	as	ADP
alkej-564	171	14	image	image	NOUN
alkej-564	171	15	on	on	ADP
alkej-564	171	16	the	the	DET
alkej-564	171	17	computer	computer	NOUN
alkej-564	171	18	that	that	PRON
alkej-564	171	19	perform	perform	VERB
alkej-564	171	20	the	the	DET
alkej-564	171	21	welding	welding	NOUN
alkej-564	171	22	quality	quality	NOUN
alkej-564	171	23	.	.	PUNCT
alkej-564	172	1	this	this	PRON
alkej-564	172	2	can	can	AUX
alkej-564	172	3	be	be	AUX
alkej-564	172	4	a	a	DET
alkej-564	172	5	certificate	certificate	NOUN
alkej-564	172	6	of	of	ADP
alkej-564	172	7	the	the	DET
alkej-564	172	8	welding	welding	NOUN
alkej-564	172	9	process	process	NOUN
alkej-564	172	10	.	.	PUNCT
alkej-564	173	1			X
alkej-564	174	1	the	the	DET
alkej-564	174	2	system	system	NOUN
alkej-564	174	3	supports	support	VERB
alkej-564	174	4	quality	quality	NOUN
alkej-564	174	5	control	control	NOUN
alkej-564	174	6	procedures	procedure	NOUN
alkej-564	174	7	and	and	CCONJ
alkej-564	174	8	welding	weld	VERB
alkej-564	174	9	productivity	productivity	NOUN
alkej-564	174	10	without	without	ADP
alkej-564	174	11	the	the	DET
alkej-564	174	12	need	need	NOUN
alkej-564	174	13	to	to	PART
alkej-564	174	14	stop	stop	VERB
alkej-564	174	15	the	the	DET
alkej-564	174	16	production	production	NOUN
alkej-564	174	17	sequence	sequence	NOUN
alkej-564	174	18	or	or	CCONJ
alkej-564	174	19	doing	do	VERB
alkej-564	174	20	more	more	ADJ
alkej-564	174	21	periodic	periodic	ADJ
alkej-564	174	22	destructive	destructive	ADJ
alkej-564	174	23	mechanical	mechanical	ADJ
alkej-564	174	24	testing	testing	NOUN
alkej-564	174	25	to	to	ADP
alkej-564	174	26	dozens	dozen	NOUN
alkej-564	174	27	of	of	ADP
alkej-564	174	28	samples	sample	NOUN
alkej-564	174	29	.	.	PUNCT
alkej-564	175	1	here	here	ADV
alkej-564	175	2	,	,	PUNCT
alkej-564	175	3	it	it	PRON
alkej-564	175	4	can	can	AUX
alkej-564	175	5	be	be	AUX
alkej-564	175	6	noted	note	VERB
alkej-564	175	7	which	which	PRON
alkej-564	175	8	economical	economical	ADJ
alkej-564	175	9	gains	gain	NOUN
alkej-564	175	10	could	could	AUX
alkej-564	175	11	be	be	AUX
alkej-564	175	12	achieved	achieve	VERB
alkej-564	175	13	in	in	ADP
alkej-564	175	14	utilizing	utilize	VERB
alkej-564	175	15	such	such	ADJ
alkej-564	175	16	electronic	electronic	ADJ
alkej-564	175	17	surveillance	surveillance	NOUN
alkej-564	175	18	feature	feature	NOUN
alkej-564	175	19	.	.	PUNCT
alkej-564	176	1			NOUN
alkej-564	176	2	reduce	reduce	VERB
alkej-564	176	3	the	the	DET
alkej-564	176	4	probability	probability	NOUN
alkej-564	176	5	of	of	ADP
alkej-564	176	6	welding	welding	NOUN
alkej-564	176	7	failure	failure	NOUN
alkej-564	176	8	and	and	CCONJ
alkej-564	176	9	decide	decide	VERB
alkej-564	176	10	the	the	DET
alkej-564	176	11	weakness	weakness	NOUN
alkej-564	176	12	points	point	NOUN
alkej-564	176	13	and	and	CCONJ
alkej-564	176	14	layers	layer	NOUN
alkej-564	176	15	after	after	ADP
alkej-564	176	16	checking	check	VERB
alkej-564	176	17	the	the	DET
alkej-564	176	18	current	current	ADJ
alkej-564	176	19	response	response	NOUN
alkej-564	176	20	and	and	CCONJ
alkej-564	176	21	delimitation	delimitation	NOUN
alkej-564	176	22	of	of	ADP
alkej-564	176	23	the	the	DET
alkej-564	176	24	defect	defect	ADJ
alkej-564	176	25	region	region	NOUN
alkej-564	176	26	to	to	PART
alkej-564	176	27	be	be	AUX
alkej-564	176	28	tested	test	VERB
alkej-564	176	29	.	.	PUNCT
alkej-564	177	1			PUNCT
alkej-564	178	1	the	the	DET
alkej-564	178	2	optimum	optimum	ADJ
alkej-564	178	3	parameters	parameter	NOUN
alkej-564	178	4	achieved	achieve	VERB
alkej-564	178	5	(	(	PUNCT
alkej-564	178	6	for	for	ADP
alkej-564	178	7	welding	weld	VERB
alkej-564	178	8	6	6	NUM
alkej-564	178	9	mm	mm	NOUN
alkej-564	178	10	thickness	thickness	NOUN
alkej-564	178	11	of	of	ADP
alkej-564	178	12	non	non	ADJ
alkej-564	178	13	-	-	ADJ
alkej-564	178	14	galvanized	galvanized	ADJ
alkej-564	178	15	steel	steel	NOUN
alkej-564	178	16	plate	plate	NOUN
alkej-564	178	17	astm	astm	PROPN
alkej-564	178	18	bn	bn	PROPN
alkej-564	178	19	1323	1323	NUM
alkej-564	178	20	type	type	NOUN
alkej-564	178	21	and	and	CCONJ
alkej-564	178	22	for	for	ADP
alkej-564	178	23	welding	weld	VERB
alkej-564	178	24	a	a	DET
alkej-564	178	25	square	square	ADJ
alkej-564	178	26	butt	butt	NOUN
alkej-564	178	27	joint	joint	NOUN
alkej-564	178	28	using	use	VERB
alkej-564	178	29	4	4	NUM
alkej-564	178	30	mm	mm	NOUN
alkej-564	178	31	electrode	electrode	NOUN
alkej-564	178	32	diameter	diameter	NOUN
alkej-564	178	33	of	of	ADP
alkej-564	178	34	iso	iso	NOUN
alkej-564	178	35	2560	2560	NUM
alkej-564	178	36	/	/	SYM
alkej-564	178	37	e	e	NOUN
alkej-564	178	38	430	430	NUM
alkej-564	178	39	type	type	NOUN
alkej-564	178	40	)	)	PUNCT
alkej-564	178	41	are	be	AUX
alkej-564	178	42	150	150	NUM
alkej-564	178	43	ampere	ampere	ADV
alkej-564	178	44	and	and	CCONJ
alkej-564	178	45	45	45	NUM
alkej-564	178	46	volt	volt	NOUN
alkej-564	178	47	with	with	ADP
alkej-564	178	48	0.24	0.24	NUM
alkej-564	178	49	cm	cm	NOUN
alkej-564	178	50	/	/	SYM
alkej-564	178	51	sec	sec	PROPN
alkej-564	178	52	for	for	ADP
alkej-564	178	53	welding	weld	VERB
alkej-564	178	54	travel	travel	NOUN
alkej-564	178	55	speed	speed	NOUN
alkej-564	178	56	.	.	PUNCT
alkej-564	179	1			PROPN
alkej-564	179	2	ann	ann	PROPN
alkej-564	179	3	was	be	AUX
alkej-564	179	4	a	a	DET
alkej-564	179	5	useful	useful	ADJ
alkej-564	179	6	technique	technique	NOUN
alkej-564	179	7	to	to	PART
alkej-564	179	8	predict	predict	VERB
alkej-564	179	9	the	the	DET
alkej-564	179	10	level	level	NOUN
alkej-564	179	11	of	of	ADP
alkej-564	179	12	quality	quality	NOUN
alkej-564	179	13	for	for	ADP
alkej-564	179	14	different	different	ADJ
alkej-564	179	15	welding	welding	NOUN
alkej-564	179	16	conditions	condition	NOUN
alkej-564	179	17	utilizing	utilize	VERB
alkej-564	179	18	quality	quality	NOUN
alkej-564	179	19	parameter	parameter	NOUN
alkej-564	179	20	(	(	PUNCT
alkej-564	179	21	voltage	voltage	NOUN
alkej-564	179	22	,	,	PUNCT
alkej-564	179	23	current	current	ADJ
alkej-564	179	24	,	,	PUNCT
alkej-564	179	25	travel	travel	NOUN
alkej-564	179	26	speed	speed	NOUN
alkej-564	179	27	)	)	PUNCT
alkej-564	179	28	using	use	VERB
alkej-564	179	29	experimental	experimental	ADJ
alkej-564	179	30	result	result	NOUN
alkej-564	179	31	data	datum	NOUN
alkej-564	179	32	(	(	PUNCT
alkej-564	179	33	tensile	tensile	NOUN
alkej-564	179	34	strength	strength	NOUN
alkej-564	179	35	,	,	PUNCT
alkej-564	179	36	bending	bend	VERB
alkej-564	179	37	stress	stress	NOUN
alkej-564	179	38	,	,	PUNCT
alkej-564	179	39	and	and	CCONJ
alkej-564	179	40	hardness	hardness	NOUN
alkej-564	179	41	of	of	ADP
alkej-564	179	42	haz	haz	PROPN
alkej-564	179	43	)	)	PUNCT
alkej-564	179	44	.	.	PUNCT
alkej-564	180	1	this	this	DET
alkej-564	180	2	ann	ann	PROPN
alkej-564	180	3	could	could	AUX
alkej-564	180	4	predict	predict	VERB
alkej-564	180	5	any	any	DET
alkej-564	180	6	welding	welding	NOUN
alkej-564	180	7	quality	quality	NOUN
alkej-564	180	8	parameter	parameter	NOUN
alkej-564	180	9	for	for	ADP
alkej-564	180	10	any	any	DET
alkej-564	180	11	welding	welding	NOUN
alkej-564	180	12	condition	condition	NOUN
alkej-564	180	13	within	within	ADP
alkej-564	180	14	the	the	DET
alkej-564	180	15	range	range	NOUN
alkej-564	180	16	of	of	ADP
alkej-564	180	17	previous	previous	ADJ
alkej-564	180	18	input	input	NOUN
alkej-564	180	19	value	value	NOUN
alkej-564	180	20	.	.	PUNCT
alkej-564	181	1	8	8	X
alkej-564	181	2	.	.	NUM
alkej-564	181	3	references	reference	NOUN
alkej-564	181	4	[	[	X
alkej-564	181	5	1	1	NUM
alkej-564	181	6	]	]	PUNCT
alkej-564	181	7	rong	rong	PROPN
alkej-564	181	8	ho	ho	PROPN
alkej-564	181	9	(	(	PUNCT
alkej-564	181	10	ron	ron	PROPN
alkej-564	181	11	)	)	PUNCT
alkej-564	181	12	lin	lin	PROPN
alkej-564	181	13	&	&	CCONJ
alkej-564	181	14	gary	gary	PROPN
alkej-564	181	15	w.	w.	PROPN
alkej-564	181	16	fischer	fischer	PROPN
alkej-564	181	17	,	,	PUNCT
alkej-564	181	18	"	"	PUNCT
alkej-564	181	19	an	an	DET
alkej-564	181	20	on	on	ADP
alkej-564	181	21	-	-	PUNCT
alkej-564	181	22	line	line	NOUN
alkej-564	181	23	arc	arc	NOUN
alkej-564	181	24	welding	weld	VERB
alkej-564	181	25	quality	quality	NOUN
alkej-564	181	26	monitor	monitor	NOUN
alkej-564	181	27	and	and	CCONJ
alkej-564	181	28	process	process	NOUN
alkej-564	181	29	control	control	NOUN
alkej-564	181	30	system	system	NOUN
alkej-564	181	31	"	"	PUNCT
alkej-564	181	32	,	,	PUNCT
alkej-564	181	33	1994	1994	NUM
alkej-564	181	34	,	,	PUNCT
alkej-564	181	35	proceedings	proceedings	PROPN
alkej-564	181	36	nabeel	nabeel	PROPN
alkej-564	182	1	k.	k.	PROPN
alkej-564	182	2	abid	abid	PROPN
alkej-564	182	3	al	al	PROPN
alkej-564	182	4	-	-	PUNCT
alkej-564	182	5	sahib	sahib	NOUN
alkej-564	182	6	al	al	PROPN
alkej-564	182	7	-	-	PUNCT
alkej-564	182	8	khwarizmi	khwarizmi	PROPN
alkej-564	182	9	engineering	engineering	NOUN
alkej-564	182	10	journal	journal	PROPN
alkej-564	182	11	,	,	PUNCT
alkej-564	182	12	vol	vol	NOUN
alkej-564	182	13	.	.	PROPN
alkej-564	182	14	5	5	NUM
alkej-564	182	15	,	,	PUNCT
alkej-564	182	16	no	no	INTJ
alkej-564	182	17	.	.	NOUN
alkej-564	182	18	3	3	NUM
alkej-564	182	19	,	,	PUNCT
alkej-564	182	20	pp	pp	ADV
alkej-564	182	21	1	1	NUM
alkej-564	182	22	-	-	SYM
alkej-564	182	23	15	15	NUM
alkej-564	182	24	(	(	PUNCT
alkej-564	182	25	2009	2009	NUM
alkej-564	182	26	)	)	PUNCT
alkej-564	182	27	14	14	NUM
alkej-564	182	28	of	of	ADP
alkej-564	182	29	the	the	DET
alkej-564	182	30	second	second	ADJ
alkej-564	182	31	international	international	ADJ
alkej-564	182	32	conference	conference	NOUN
alkej-564	182	33	on	on	ADP
alkej-564	182	34	machine	machine	NOUN
alkej-564	182	35	learning	learning	NOUN
alkej-564	182	36	and	and	CCONJ
alkej-564	182	37	cybernetics	cybernetic	NOUN
alkej-564	182	38	,	,	PUNCT
alkej-564	182	39	0	0	NUM
alkej-564	182	40	-	-	SYM
alkej-564	182	41	78032646	78032646	NUM
alkej-564	182	42	-	-	PUNCT
alkej-564	182	43	6	6	NUM
alkej-564	182	44	1994	1994	NUM
alkej-564	182	45	ieee	ieee	NOUN
alkej-564	182	46	.	.	PUNCT
alkej-564	183	1	[	[	X
alkej-564	183	2	2	2	NUM
alkej-564	183	3	]	]	PUNCT
alkej-564	183	4	c.	c.	PROPN
alkej-564	183	5	s.	s.	PROPN
alkej-564	183	6	wu	wu	PROPN
alkej-564	183	7	,	,	PUNCT
alkej-564	183	8	t.	t.	PROPN
alkej-564	183	9	polet	polet	PROPN
alkej-564	183	10	&	&	CCONJ
alkej-564	183	11	d.	d.	PROPN
alkej-564	183	12	rehfeldt	rehfeldt	PROPN
alkej-564	183	13	,	,	PUNCT
alkej-564	183	14	"	"	PUNCT
alkej-564	183	15	a	a	DET
alkej-564	183	16	fuzzy	fuzzy	ADJ
alkej-564	183	17	logic	logic	NOUN
alkej-564	183	18	system	system	NOUN
alkej-564	183	19	for	for	ADP
alkej-564	183	20	process	process	NOUN
alkej-564	183	21	monitoring	monitoring	NOUN
alkej-564	183	22	and	and	CCONJ
alkej-564	183	23	quality	quality	NOUN
alkej-564	183	24	evaluation	evaluation	NOUN
alkej-564	183	25	in	in	ADP
alkej-564	183	26	gmaw	gmaw	NOUN
alkej-564	183	27	"	"	PUNCT
alkej-564	183	28	,	,	PUNCT
alkej-564	183	29	2001,sponsored	2001,sponsored	NUM
alkej-564	183	30	by	by	ADP
alkej-564	183	31	the	the	DET
alkej-564	183	32	american	american	ADJ
alkej-564	183	33	welding	welding	NOUN
alkej-564	183	34	society	society	NOUN
alkej-564	183	35	and	and	CCONJ
alkej-564	183	36	the	the	DET
alkej-564	183	37	welding	welding	NOUN
alkej-564	183	38	research	research	NOUN
alkej-564	183	39	council	council	PROPN
alkej-564	183	40	.	.	PUNCT
alkej-564	184	1	welding	welding	NOUN
alkej-564	184	2	journal	journal	NOUN
alkej-564	184	3	33	33	NUM
alkej-564	184	4	-	-	SYM
alkej-564	184	5	s	s	NOUN
alkej-564	184	6	to	to	ADP
alkej-564	184	7	38	38	NUM
alkej-564	184	8	-	-	PUNCT
alkej-564	184	9	s.	s.	PROPN
alkej-564	185	1	[	[	X
alkej-564	185	2	3	3	X
alkej-564	185	3	]	]	X
alkej-564	185	4	hallowell	hallowell	PROPN
alkej-564	185	5	avenue	avenue	PROPN
alkej-564	185	6	arcadia	arcadia	PROPN
alkej-564	185	7	,	,	PUNCT
alkej-564	185	8	"	"	PUNCT
alkej-564	185	9	weld	weld	NOUN
alkej-564	185	10	monitoring	monitoring	NOUN
alkej-564	185	11	primer	primer	NOUN
alkej-564	185	12	for	for	ADP
alkej-564	185	13	microresistance	microresistance	NOUN
alkej-564	185	14	welding	welding	NOUN
alkej-564	185	15	–	–	PUNCT
alkej-564	185	16	update	update	NOUN
alkej-564	185	17	"	"	PUNCT
alkej-564	185	18	,	,	PUNCT
alkej-564	185	19	2005	2005	NUM
alkej-564	185	20	,	,	PUNCT
alkej-564	185	21	microjoining	microjoining	NOUN
alkej-564	185	22	solutions	solution	NOUN
alkej-564	185	23	–	–	PUNCT
alkej-564	185	24	microtips	microtip	NOUN
alkej-564	185	25	™	™	VERB
alkej-564	185	26	5563	5563	NUM
alkej-564	185	27	,	,	PUNCT
alkej-564	185	28	ca	ca	NOUN
alkej-564	185	29	91007	91007	NUM
alkej-564	185	30	.	.	PUNCT
alkej-564	186	1	[	[	X
alkej-564	186	2	4	4	X
alkej-564	186	3	]	]	X
alkej-564	186	4	rittichai	rittichai	ADJ
alkej-564	186	5	phounium	phounium	PROPN
alkej-564	186	6	&	&	CCONJ
alkej-564	186	7	bovornchok	bovornchok	ADJ
alkej-564	186	8	poopat	poopat	NOUN
alkej-564	186	9	,	,	PUNCT
alkej-564	186	10	"	"	PUNCT
alkej-564	186	11	on	on	ADP
alkej-564	186	12	-	-	PUNCT
alkej-564	186	13	line	line	NOUN
alkej-564	186	14	quality	quality	NOUN
alkej-564	186	15	monitoring	monitoring	NOUN
alkej-564	186	16	of	of	ADP
alkej-564	186	17	welding	weld	VERB
alkej-564	186	18	defect	defect	NOUN
alkej-564	186	19	susceptibility	susceptibility	NOUN
alkej-564	186	20	in	in	ADP
alkej-564	186	21	smaw	smaw	PROPN
alkej-564	186	22	"	"	PUNCT
alkej-564	186	23	,	,	PUNCT
alkej-564	186	24	2001	2001	NUM
alkej-564	186	25	,	,	PUNCT
alkej-564	186	26	by	by	ADP
alkej-564	186	27	king	king	PROPN
alkej-564	186	28	mongkut	mongkut	PROPN
alkej-564	186	29	's	's	PART
alkej-564	186	30	university	university	PROPN
alkej-564	186	31	of	of	ADP
alkej-564	186	32	technology	technology	PROPN
alkej-564	186	33	thonburi	thonburi	PROPN
alkej-564	186	34	,	,	PUNCT
alkej-564	186	35	bankok	bankok	PROPN
alkej-564	186	36	.	.	PUNCT
alkej-564	187	1	[	[	X
alkej-564	187	2	5	5	NUM
alkej-564	187	3	]	]	PUNCT
alkej-564	187	4	chun	chun	PROPN
alkej-564	187	5	-	-	PUNCT
alkej-564	187	6	hua	hua	PROPN
alkej-564	187	7	zhang	zhang	PROPN
alkej-564	187	8	,	,	PUNCT
alkej-564	187	9	li	li	PROPN
alkej-564	187	10	di	di	PROPN
alkej-564	187	11	,	,	PUNCT
alkej-564	187	12	zeng	zeng	PROPN
alkej-564	187	13	an	an	PROPN
alkej-564	187	14	,	,	PUNCT
alkej-564	187	15	"	"	PUNCT
alkej-564	187	16	welding	weld	VERB
alkej-564	187	17	quality	quality	NOUN
alkej-564	187	18	monitoring	monitoring	NOUN
alkej-564	187	19	and	and	CCONJ
alkej-564	187	20	management	management	NOUN
alkej-564	187	21	system	system	NOUN
alkej-564	187	22	based	base	VERB
alkej-564	187	23	on	on	ADP
alkej-564	187	24	data	data	NOUN
alkej-564	187	25	mining	mining	NOUN
alkej-564	187	26	technology	technology	NOUN
alkej-564	187	27	"	"	PUNCT
alkej-564	187	28	,	,	PUNCT
alkej-564	187	29	2003	2003	NUM
alkej-564	187	30	,	,	PUNCT
alkej-564	187	31	proceedings	proceeding	NOUN
alkej-564	187	32	of	of	ADP
alkej-564	187	33	the	the	DET
alkej-564	187	34	second	second	ADJ
alkej-564	187	35	international	international	ADJ
alkej-564	187	36	conference	conference	NOUN
alkej-564	187	37	on	on	ADP
alkej-564	187	38	machine	machine	NOUN
alkej-564	187	39	learning	learning	NOUN
alkej-564	187	40	and	and	CCONJ
alkej-564	187	41	cybernetics	cybernetic	NOUN
alkej-564	187	42	0	0	NUM
alkej-564	187	43	-	-	SYM
alkej-564	187	44	7803	7803	NUM
alkej-564	187	45	-	-	PUNCT
alkej-564	187	46	7865	7865	NUM
alkej-564	187	47	-	-	SYM
alkej-564	187	48	2/03/	2/03/	NUM
alkej-564	187	49	17.00	17.00	NUM
alkej-564	187	50	2003	2003	NUM
alkej-564	187	51	ieee	ieee	NOUN
alkej-564	187	52	,	,	PUNCT
alkej-564	187	53	pp	pp	ADP
alkej-564	187	54	13	13	NUM
alkej-564	187	55	-	-	SYM
alkej-564	187	56	17	17	NUM
alkej-564	187	57	.	.	PUNCT
alkej-564	188	1	[	[	X
alkej-564	188	2	6	6	NUM
alkej-564	188	3	]	]	PUNCT
alkej-564	188	4	a.	a.	NOUN
alkej-564	188	5	g.	g.	PROPN
alkej-564	188	6	glover	glover	PROPN
alkej-564	188	7	,	,	PUNCT
alkej-564	188	8	j.	j.	PROPN
alkej-564	188	9	t.	t.	PROPN
alkej-564	188	10	mcgrath	mcgrath	PROPN
alkej-564	188	11	,	,	PUNCT
alkej-564	188	12	m.	m.	PROPN
alkej-564	188	13	j.	j.	PROPN
alkej-564	188	14	tinkler	tinkler	PROPN
alkej-564	188	15	&	&	CCONJ
alkej-564	188	16	g.	g.	PROPN
alkej-564	188	17	c.	c.	PROPN
alkej-564	188	18	weatherly	weatherly	PROPN
alkej-564	188	19	,	,	PUNCT
alkej-564	188	20	"	"	PUNCT
alkej-564	188	21	the	the	DET
alkej-564	188	22	influence	influence	NOUN
alkej-564	188	23	of	of	ADP
alkej-564	188	24	cooling	cool	VERB
alkej-564	188	25	rate	rate	NOUN
alkej-564	188	26	and	and	CCONJ
alkej-564	188	27	composition	composition	NOUN
alkej-564	188	28	on	on	ADP
alkej-564	188	29	weld	weld	NOUN
alkej-564	188	30	metal	metal	NOUN
alkej-564	188	31	microstructure	microstructure	NOUN
alkej-564	188	32	in	in	ADP
alkej-564	188	33	c	c	PROPN
alkej-564	188	34	-	-	PUNCT
alkej-564	188	35	mn	mn	PROPN
alkej-564	188	36	&	&	CCONJ
alkej-564	188	37	hsla	hsla	PROPN
alkej-564	188	38	steels	steel	NOUN
alkej-564	188	39	"	"	PUNCT
alkej-564	188	40	,	,	PUNCT
alkej-564	188	41	1977	1977	NUM
alkej-564	188	42	,	,	PUNCT
alkej-564	188	43	welding	welding	NOUN
alkej-564	188	44	journal	journal	NOUN
alkej-564	188	45	,	,	PUNCT
alkej-564	188	46	pp	pp	PROPN
alkej-564	188	47	.	.	PUNCT
alkej-564	188	48	267s	267s	PROPN
alkej-564	188	49	273s	273s	PROPN
alkej-564	188	50	.	.	PUNCT
alkej-564	189	1	[	[	X
alkej-564	189	2	7	7	X
alkej-564	189	3	]	]	X
alkej-564	189	4	g.	g.	PROPN
alkej-564	189	5	m.	m.	PROPN
alkej-564	189	6	evans	evans	PROPN
alkej-564	189	7	,	,	PUNCT
alkej-564	189	8	"	"	PUNCT
alkej-564	189	9	effect	effect	NOUN
alkej-564	189	10	of	of	ADP
alkej-564	189	11	manganese	manganese	NOUN
alkej-564	189	12	on	on	ADP
alkej-564	189	13	microstructure	microstructure	NOUN
alkej-564	189	14	and	and	CCONJ
alkej-564	189	15	properties	property	NOUN
alkej-564	189	16	of	of	ADP
alkej-564	189	17	all	all	DET
alkej-564	189	18	weld	weld	NOUN
alkej-564	189	19	metal	metal	NOUN
alkej-564	189	20	deposits	deposit	NOUN
alkej-564	189	21	"	"	PUNCT
alkej-564	189	22	,	,	PUNCT
alkej-564	189	23	1980	1980	NUM
alkej-564	189	24	,	,	PUNCT
alkej-564	189	25	welding	welding	NOUN
alkej-564	189	26	journal	journal	NOUN
alkej-564	189	27	,	,	PUNCT
alkej-564	189	28	pp	pp	PROPN
alkej-564	189	29	.	.	PUNCT
alkej-564	190	1	67s	67	NOUN
alkej-564	190	2	75s	75	NOUN
alkej-564	190	3	.	.	PUNCT
alkej-564	191	1	[	[	X
alkej-564	191	2	8	8	NUM
alkej-564	191	3	]	]	PUNCT
alkej-564	191	4	m.	m.	NOUN
alkej-564	191	5	zhou	zhou	PROPN
alkej-564	191	6	,	,	PUNCT
alkej-564	191	7	h.	h.	PROPN
alkej-564	191	8	zhang	zhang	PROPN
alkej-564	191	9	,	,	PUNCT
alkej-564	191	10	&	&	CCONJ
alkej-564	191	11	s.	s.	PROPN
alkej-564	191	12	j.	j.	PROPN
alkej-564	191	13	hu	hu	PROPN
alkej-564	191	14	.	.	PROPN
alkej-564	191	15	,	,	PUNCT
alkej-564	191	16	"	"	PUNCT
alkej-564	191	17	relationships	relationship	NOUN
alkej-564	191	18	between	between	ADP
alkej-564	191	19	quality	quality	NOUN
alkej-564	191	20	and	and	CCONJ
alkej-564	191	21	attributes	attribute	NOUN
alkej-564	191	22	of	of	ADP
alkej-564	191	23	spot	spot	NOUN
alkej-564	191	24	welds	weld	NOUN
alkej-564	191	25	"	"	PUNCT
alkej-564	191	26	,	,	PUNCT
alkej-564	191	27	2003	2003	NUM
alkej-564	191	28	,	,	PUNCT
alkej-564	191	29	sponsored	sponsor	VERB
alkej-564	191	30	by	by	ADP
alkej-564	191	31	the	the	DET
alkej-564	191	32	american	american	ADJ
alkej-564	191	33	welding	welding	NOUN
alkej-564	191	34	society	society	NOUN
alkej-564	191	35	and	and	CCONJ
alkej-564	191	36	the	the	DET
alkej-564	191	37	welding	welding	NOUN
alkej-564	191	38	research	research	NOUN
alkej-564	191	39	council	council	NOUN
alkej-564	191	40	,	,	PUNCT
alkej-564	191	41	welding	welding	NOUN
alkej-564	191	42	journal	journal	NOUN
alkej-564	191	43	,	,	PUNCT
alkej-564	191	44	72	72	NUM
alkej-564	191	45	-	-	SYM
alkej-564	191	46	s	s	NOUN
alkej-564	191	47	to	to	PART
alkej-564	191	48	77	77	NUM
alkej-564	191	49	-	-	PUNCT
alkej-564	191	50	s.	s.	PROPN
alkej-564	192	1	[	[	X
alkej-564	192	2	9	9	NUM
alkej-564	192	3	]	]	X
alkej-564	192	4	sadek	sadek	PROPN
alkej-564	192	5	c.a	c.a	PROPN
alkej-564	192	6	.	.	PROPN
alkej-564	192	7	alfaro	alfaro	PROPN
alkej-564	192	8	,	,	PUNCT
alkej-564	192	9	diogo	diogo	PROPN
alkej-564	192	10	de	de	PROPN
alkej-564	192	11	s.	s.	PROPN
alkej-564	192	12	mendonca	mendonca	PROPN
alkej-564	192	13	and	and	CCONJ
alkej-564	192	14	marcelo	marcelo	PROPN
alkej-564	192	15	s.	s.	PROPN
alkej-564	192	16	matos	matos	PROPN
alkej-564	192	17	,	,	PUNCT
alkej-564	192	18	"	"	PUNCT
alkej-564	192	19	emission	emission	NOUN
alkej-564	192	20	spectrometry	spectrometry	NOUN
alkej-564	192	21	evaluation	evaluation	NOUN
alkej-564	192	22	in	in	ADP
alkej-564	192	23	arc	arc	NOUN
alkej-564	192	24	welding	weld	VERB
alkej-564	192	25	monitoring	monitor	VERB
alkej-564	192	26	system"2006	system"2006	NOUN
alkej-564	192	27	,	,	PUNCT
alkej-564	192	28	published	publish	VERB
alkej-564	192	29	by	by	ADP
alkej-564	192	30	elsevier	elsevier	PROPN
alkej-564	192	31	science	science	PROPN
alkej-564	192	32	ltd	ltd	PROPN
alkej-564	192	33	.	.	PROPN
alkej-564	192	34	journal	journal	PROPN
alkej-564	192	35	of	of	ADP
alkej-564	192	36	materials	material	NOUN
alkej-564	192	37	processing	processing	NOUN
alkej-564	192	38	technology	technology	NOUN
alkej-564	192	39	,	,	PUNCT
alkej-564	192	40	vol	vol	NOUN
alkej-564	192	41	.	.	PROPN
alkej-564	192	42	179	179	NUM
alkej-564	192	43	,	,	PUNCT
alkej-564	192	44	(	(	PUNCT
alkej-564	192	45	2006	2006	NUM
alkej-564	192	46	)	)	PUNCT
alkej-564	192	47	pp	pp	ADV
alkej-564	192	48	.	.	PUNCT
alkej-564	193	1	219	219	NUM
alkej-564	193	2	–	–	PUNCT
alkej-564	193	3	224	224	NUM
alkej-564	193	4	.	.	PUNCT
alkej-564	194	1	[	[	X
alkej-564	194	2	10	10	NUM
alkej-564	194	3	]	]	X
alkej-564	194	4	aimen	aiman	NOUN
alkej-564	194	5	mohammed	mohammed	PROPN
alkej-564	194	6	ahmed	ahmed	PROPN
alkej-564	194	7	bachaa	bachaa	PROPN
alkej-564	194	8	,	,	PUNCT
alkej-564	194	9	"	"	PUNCT
alkej-564	194	10	wear	wear	VERB
alkej-564	194	11	monitoring	monitoring	NOUN
alkej-564	194	12	in	in	ADP
alkej-564	194	13	turning	turn	VERB
alkej-564	194	14	processes	process	NOUN
alkej-564	194	15	using	use	VERB
alkej-564	194	16	vibration	vibration	NOUN
alkej-564	194	17	and	and	CCONJ
alkej-564	194	18	strain	strain	NOUN
alkej-564	194	19	measurements	measurement	NOUN
alkej-564	194	20	"	"	PUNCT
alkej-564	194	21	,	,	PUNCT
alkej-564	194	22	2005	2005	NUM
alkej-564	194	23	,	,	PUNCT
alkej-564	194	24	msc	msc	PROPN
alkej-564	194	25	thesis	thesis	PROPN
alkej-564	194	26	mechanical	mechanical	ADJ
alkej-564	194	27	engineering	engineering	NOUN
alkej-564	194	28	–	–	PUNCT
alkej-564	194	29	baghdad	baghdad	PROPN
alkej-564	194	30	university	university	NOUN
alkej-564	194	31	.	.	PUNCT
alkej-564	195	1	15	15	NUM
alkej-564	195	2	-1	-1	SYM
alkej-564	195	3	،	،	X
alkej-564	195	4	صفحة	صفحة	PROPN
alkej-564	195	5	3	3	NUM
alkej-564	195	6	،	،	NOUN
alkej-564	195	7	العذد	العذد	NOUN
alkej-564	195	8	5هجلة	5هجلة	NUM
alkej-564	195	9	الخىارزهي	الخىارزهي	NOUN
alkej-564	195	10	الهنذسية	الهنذسية	PROPN
alkej-564	195	11	الوجلذ	الوجلذ	PROPN
alkej-564	195	12	نبيل	نبيل	PROPN
alkej-564	195	13	كاظن	كاظن	PROPN
alkej-564	195	14	عبذ	عبذ	NOUN
alkej-564	195	15	الصاحب	الصاحب	NOUN
alkej-564	195	16	(	(	PUNCT
alkej-564	195	17	200	200	NUM
alkej-564	195	18	9	9	NUM
alkej-564	195	19	)	)	PUNCT
alkej-564	195	20	15	15	NUM
alkej-564	195	21	األستقصاء	األستقصاء	PROPN
alkej-564	195	22	عن	عن	PROPN
alkej-564	195	23	أنظوة	أنظوة	PROPN
alkej-564	195	24	الوراقبة	الوراقبة	PROPN
alkej-564	196	1	و	و	PRON
alkej-564	196	2	السيطــــره	السيطــــره	NOUN
alkej-564	196	3	على	على	NOUN
alkej-564	196	4	عوليات	عوليات	PROPN
alkej-564	196	5	اللحـــام	اللحـــام	VERB
alkej-564	196	6	بالقىس	بالقىس	ADJ
alkej-564	196	7	الكهربائي	الكهربائي	NOUN
alkej-564	196	8	*	*	PUNCT
alkej-564	196	9	أحوذ	أحوذ	ADJ
alkej-564	196	10	سوير	سوير	NOUN
alkej-564	196	11	حسين	حسين	PROPN
alkej-564	196	12	*	*	PROPN
alkej-564	196	13	*	*	PUNCT
alkej-564	196	14	أساهة	أساهة	PROPN
alkej-564	196	15	فاضل	فاضل	PROPN
alkej-564	196	16	عبذ	عبذ	PROPN
alkej-564	196	17	اللطيف*نبيل	اللطيف*نبيل	PROPN
alkej-564	196	18	كاظن	كاظن	PROPN
alkej-564	196	19	عبذ	عبذ	PROPN
alkej-564	196	20	الصاحب	الصاحب	PROPN
alkej-564	196	21	صايؼت	صايؼت	PROPN
alkej-564	196	22	بغذاد	بغذاد	PROPN
alkej-564	196	23	/	/	SYM
alkej-564	196	24	ُْذعت	ُْذعت	PROPN
alkej-564	196	25	انخٕاسصيٙالكهٛت	انخٕاسصيٙالكهٛت	X
alkej-564	196	26	/	/	SYM
alkej-564	196	27	قغى	قغى	NOUN
alkej-564	196	28	ُْذعت	ُْذعت	PROPN
alkej-564	196	29	انًٛكاحشَٔٛكظ	انًٛكاحشَٔٛكظ	NOUN
alkej-564	196	30	*	*	SYM
alkej-564	196	31	صايؼت	صايؼت	PROPN
alkej-564	196	32	بغذاد	بغذاد	NOUN
alkej-564	196	33	/	/	SYM
alkej-564	196	34	ُْذعت	ُْذعت	PROPN
alkej-564	196	35	انخٕاسصيٙالكهٛت	انخٕاسصيٙالكهٛت	X
alkej-564	196	36	/	/	SYM
alkej-564	196	37	قغى	قغى	NOUN
alkej-564	196	38	ُْذعت	ُْذعت	PROPN
alkej-564	196	39	ػًهٛاث	ػًهٛاث	PROPN
alkej-564	196	40	انخصُٛغ	انخصُٛغ	PROPN
alkej-564	196	41	*	*	PROPN
alkej-564	196	42	*	*	PROPN
alkej-564	196	43	الخالصة	الخالصة	PROPN
alkej-564	196	44	ٌّ	ٌّ	PROPN
alkej-564	196	45	ٚزْب	ٚزْب	PROPN
alkej-564	196	46	يغ	يغ	PROPN
alkej-564	196	47	انًؼٕٛوِ	انًؼٕٛوِ	PROPN
alkej-564	196	48	اٌ	اٌ	ADJ
alkej-564	196	49	انهغاو	انهغاو	NOUN
alkej-564	196	50	عٛذػًهٛاث	عٛذػًهٛاث	PUNCT
alkej-564	196	51	األَخاس	األَخاس	PROPN
alkej-564	196	52	انًانٛتَة	انًانٛتَة	PROPN
alkej-564	196	53	ْٔزِ	ْٔزِ	ADJ
alkej-564	196	54	حَةْغذُد	حَةْغذُد	PROPN
alkej-564	196	55	خصٕصاً	خصٕصاً	PROPN
alkej-564	196	56	فٙ	فٙ	PROPN
alkej-564	196	57	االسباط	االسباط	VERB
alkej-564	196	58	ْا	ْا	ADP
alkej-564	196	59	حضٚذ	حضٚذ	INTJ
alkej-564	196	60	اعخًانٛتعاِو	اعخًانٛتعاِو	NOUN
alkej-564	197	1	يًٓتُ	يًٓتُ	NOUN
alkej-564	197	2	صذاً	صذاً	PROPN
alkej-564	197	3	ألٌللا	ألٌللا	PROPN
alkej-564	197	4	ٔصٕدة	ٔصٕدة	PROPN
alkej-564	197	5	َٕػٛتَة	َٕػٛتَة	PROPN
alkej-564	197	6	يشاقبت	يشاقبت	NOUN
alkej-564	197	7	.	.	PUNCT
alkej-564	198	1	كهفتٔقِج	كهفتٔقِج	PROPN
alkej-564	198	2	ٔالخغاسة	ٔالخغاسة	PROPN
alkej-564	198	3	فٙ	فٙ	PROPN
alkej-564	198	4	الانخغائِش	الانخغائِش	PROPN
alkej-564	198	5	فٙ	فٙ	PROPN
alkej-564	198	6	اإلَخاسِ	اإلَخاسِ	PROPN
alkej-564	198	7	َٔٚةغخهضُو	َٔٚةغخهضُو	NOUN
alkej-564	198	8	يؼانضخّ	يؼانضخّ	PROPN
alkej-564	198	9	(	(	PUNCT
alkej-564	198	10	ann	ann	PROPN
alkej-564	198	11	)	)	PUNCT
alkej-564	198	12	انخٙ	انخٙ	SYM
alkej-564	198	13	حَةغخؼًُم	حَةغخؼًُم	PROPN
alkej-564	198	14	شبكت	شبكت	NOUN
alkej-564	198	15	ػصبٛتَة	ػصبٛتَة	NUM
alkej-564	198	16	صطُاػٛتَة	صطُاػٛتَة	PROPN
alkej-564	198	17	انكٓشبائٙقِٕط	انكٓشبائٙقِٕط	PROPN
alkej-564	198	18	بال	بال	VERB
alkej-564	198	19	األَصٓاس٘وانظال	األَصٓاس٘وانظال	NOUN
alkej-564	198	20	ػًهِٛت	ػًهِٛت	VERB
alkej-564	198	21	فٙ	فٙ	PROPN
alkej-564	198	22	ٔقابهِٛت	ٔقابهِٛت	PROPN
alkej-564	198	23	انخغكى	انخغكى	NOUN
alkej-564	198	24	َٕػٛت	َٕػٛت	ADV
alkej-564	198	25	انهغاو	انهغاو	NOUN
alkej-564	198	26	ْزا	ْزا	PUNCT
alkej-564	198	27	انبغِذ	انبغِذ	PROPN
alkej-564	198	28	َٚةخؼايُم	َٚةخؼايُم	NOUN
alkej-564	198	29	يغ	يغ	PRON
alkej-564	198	30	يشاقبت	يشاقبت	VERB
alkej-564	198	31	.	.	PUNCT
alkej-564	199	1	ًَٕرسك	ًَٕرسك	PROPN
alkej-564	199	2	ٍْ	ٍْ	VERB
alkej-564	199	3	نظػُاصش	نظػُاصش	X
alkej-564	199	4	حأرٛش	حأرٛش	PROPN
alkej-564	199	5	صٕل	صٕل	NOUN
alkej-564	199	6	ػهٛٓا	ػهٛٓا	PROPN
alkej-564	199	7	ِي	ِي	PROPN
alkej-564	199	8	-astm	-astm	PROPN
alkej-564	199	9	bn	bn	PROPN
alkej-564	199	10	non	non	ADJ
alkej-564	199	11	1323	1323	NUM
alkej-564	199	12	)	)	PUNCT
alkej-564	200	1	انفٕالرِ	انفٕالرِ	ADP
alkej-564	200	2	صفٛغتوا	صفٛغتوا	PROPN
alkej-564	200	3	انهغاِو	انهغاِو	PROPN
alkej-564	200	4	ػهٗ	ػهٗ	NOUN
alkej-564	200	5	َٕػِٛت	َٕػِٛت	NOUN
alkej-564	200	6	انهغاوَة	انهغاوَة	NOUN
alkej-564	200	7	ُدِسطَة	ُدِسطَة	NOUN
alkej-564	200	8	بخَةطبٛق	بخَةطبٛق	PUNCT
alkej-564	200	9	ََةخائِشِ	ََةخائِشِ	ADJ
alkej-564	200	10	حضشٚبِٛت	حضشٚبِٛت	PROPN
alkej-564	200	11	حى	حى	PROPN
alkej-564	200	12	انغَة	انغَة	PROPN
alkej-564	200	13	galvanized	galvanize	VERB
alkej-564	200	14	)	)	PUNCT
alkej-564	200	15	رى	رى	VERB
alkej-564	200	16	حُبؼج	حُبؼج	PUNCT
alkej-564	200	17	بأخخباساث	بأخخباساث	PROPN
alkej-564	200	18	حًج	حًج	PRON
alkej-564	200	19	انًشاقبت	انًشاقبت	PROPN
alkej-564	200	20	باألَظًِت	باألَظًِت	ADP
alkej-564	200	21	اإلنكخشَِٔٛت	اإلنكخشَِٔٛت	PROPN
alkej-564	200	22	،	،	NOUN
alkej-564	200	23	(	(	PUNCT
alkej-564	200	24	نغاوِ	نغاوِ	PROPN
alkej-564	200	25	ال	ال	ADP
alkej-564	200	26	ةحٛاس	ةحٛاس	NOUN
alkej-564	200	27	نغاِو	نغاِو	NOUN
alkej-564	200	28	،	،	NOUN
alkej-564	200	29	فٕنخٛت	فٕنخٛت	NOUN
alkej-564	200	30	نغاِو	نغاِو	NOUN
alkej-564	200	31	،	،	NOUN
alkej-564	200	32	عشع	عشع	NOUN
alkej-564	200	33	)	)	PUNCT
alkej-564	201	1	انهغاِو	انهغاِو	PROPN
alkej-564	202	1	انًخخهفِت	انًخخهفِت	NUM
alkej-564	202	2	ظشٔف	ظشٔف	NOUN
alkej-564	202	3	يهًٛخش	يهًٛخش	ADJ
alkej-564	202	4	فٙ	فٙ	NOUN
alkej-564	202	5	6	6	NUM
alkej-564	202	6	بغًك	بغًك	NOUN
alkej-564	202	7	.	.	PUNCT
alkej-564	203	1	نخَةغّش٘	نخَةغّش٘	PROPN
alkej-564	203	2	يشاقبت	يشاقبت	PROPN
alkej-564	203	3	انضٕدة	انضٕدة	NOUN
alkej-564	203	4	ػهٗ	ػهٗ	NOUN
alkej-564	203	5	ًَارسِ	ًَارسِ	NOUN
alkej-564	203	6	انهغاو	انهغاو	NOUN
alkej-564	203	7	(	(	PUNCT
alkej-564	203	8	أخخباس	أخخباس	VERB
alkej-564	203	9	انصالدة)ٔغٛشأحالفٛت	انصالدة)ٔغٛشأحالفٛت	PROPN
alkej-564	203	10	نؼُٛاث	نؼُٛاث	PROPN
alkej-564	203	11	أخشٖ	أخشٖ	PROPN
alkej-564	203	12	(	(	PUNCT
alkej-564	203	13	َْغُاءاإلنشّذ	َْغُاءاإلنشّذ	PROPN
alkej-564	203	14	ٔا	ٔا	PROPN
alkej-564	203	15	أخخباس	أخخباس	VERB
alkej-564	203	16	)	)	PUNCT
alkej-564	203	17	نؼُٛاثأحالفٛتفغص	نؼُٛاثأحالفٛتفغص	PROPN
alkej-564	203	18	ٌّ	ٌّ	PROPN
alkej-564	203	19	انَُةخائِشَة	انَُةخائِشَة	PROPN
alkej-564	203	20	انخضشٚبٛتَة	انخضشٚبٛتَة	PROPN
alkej-564	203	21	انًكخغبتَة	انًكخغبتَة	PROPN
alkej-564	203	22	ِٙ	ِٙ	PROPN
alkej-564	203	23	بأدخانٓا	بأدخانٓا	VERB
alkej-564	203	24	ل	ل	PRON
alkej-564	203	25	ْاػانضجوّو	ْاػانضجوّو	NOUN
alkej-564	203	26	ث	ث	NOUN
alkej-564	203	27	ة	ة	NOUN
alkej-564	203	28	ػهٗ	ػهٗ	NOUN
alkej-564	203	29	ػًهِٛت	ػًهِٛت	VERB
alkej-564	203	30	انهظةًَٕرسِ	انهظةًَٕرسِ	ADJ
alkej-564	203	31	انشبكت	انشبكت	VERB
alkej-564	203	32	انؼصبِٛت	انؼصبِٛت	PUNCT
alkej-564	203	33	اإلصطُاػ	اإلصطُاػ	PROPN
alkej-564	203	34	ْٛطَةشَة	ْٛطَةشَة	PROPN
alkej-564	203	35	و	و	PRON
alkej-564	203	36	ا	ا	X
alkej-564	203	37	انهظظشٔفو	انهظظشٔفو	PROPN
alkej-564	203	38	ٔحٕقُّغ	ٔحٕقُّغ	ADV
alkej-564	203	39	يغخٕٖ	يغخٕٖ	NOUN
alkej-564	203	40	انُٕػِٛت	انُٕػِٛت	NOUN
alkej-564	203	41	لا	لا	ADP
alkej-564	204	1	نهغَة	نهغَة	PROPN
alkej-564	204	2	.	.	PUNCT
alkej-564	205	1	انًخخهفتِ	انًخخهفتِ	PROPN
alkej-564	205	2	ٌّ	ٌّ	NOUN
alkej-564	205	3	ٌَة	ٌَة	PROPN
alkej-564	205	4	(	(	PUNCT
alkej-564	205	5	انهغاوحٛاس	انهغاوحٛاس	X
alkej-564	205	6	،	،	X
alkej-564	205	7	عشػت	عشػت	NOUN
alkej-564	205	8	الفٕنخٛت	الفٕنخٛت	PROPN
alkej-564	205	9	،	،	X
alkej-564	205	10	ال)و	ال)و	PROPN
alkej-564	205	11	ا	ا	X
alkej-564	205	12	انهظظشٔف	انهظظشٔف	PROPN
alkej-564	205	13	عخُُخِشَة	عخُُخِشَة	NOUN
alkej-564	205	14	بأ	بأ	ADP
alkej-564	205	15	ا	ا	PROPN
alkej-564	205	16	ِة	ِة	PROPN
alkej-564	205	17	انهغاوَة	انهغاوَة	NOUN
alkej-564	205	18	الػٕايم	الػٕايم	NOUN
alkej-564	205	19	ال	ال	VERB
alkej-564	205	20	ثكَة	ثكَة	NOUN
alkej-564	205	21	ّٕ	ّٕ	PROPN
alkej-564	205	22	صذََةا	صذََةا	ADV
alkej-564	205	23	.	.	PUNCT
alkej-564	206	1	يًُٓٛت	يًُٓٛت	PROPN
alkej-564	206	2	انخٙ	انخٙ	PUNCT
alkej-564	206	3	أَةرّشْث	أَةرّشْث	PRON
alkej-564	206	4	ػهٗ	ػهٗ	NOUN
alkej-564	206	5	َٕػِٛت	َٕػِٛت	NOUN
alkej-564	206	6	ٔق	ٔق	VERB
alkej-564	207	1	َٔة	َٔة	X
alkej-564	207	2	اَّ	اَّ	NUM
alkej-564	207	3	ػُذ	ػُذ	NOUN
alkej-564	207	4	حغذٚذ	حغذٚذ	NOUN
alkej-564	207	5	ظشٔف	ظشٔف	ADJ
alkej-564	207	6	أٚضاً	أٚضاً	PROPN
alkej-564	207	7	.	.	PUNCT
alkej-564	207	8	قصِٕٚت	قصِٕٚت	X
alkej-564	208	1	نهُغُصٕل	نهُغُصٕل	ADP
alkej-564	208	2	ػهٗ	ػهٗ	NUM
alkej-564	208	3	َٕػٛتَة	َٕػٛتَة	ADJ
alkej-564	208	4	نغاِو	نغاِو	NOUN
alkej-564	208	5	قصٕٚتِ	قصٕٚتِ	PUNCT
alkej-564	209	1	نغاو	نغاو	PROPN
alkej-564	209	2	ُْاك	ُْاك	PROPN
alkej-564	209	3	عشػتُ	عشػتُ	PROPN
alkej-564	209	4	ث	ث	X
alkej-564	209	5	،	،	X
alkej-564	209	6	كاٌانهغاو	كاٌانهغاو	PROPN
alkej-564	209	7	م	م	PROPN
alkej-564	209	8	خخباس	خخباس	VERB
alkej-564	209	9	يٛكاَٛكٙ	يٛكاَٛكٙ	PROPN
alkej-564	209	10	حذيٛش٘انظاَخاصٛت	حذيٛش٘انظاَخاصٛت	ADV
alkej-564	209	11	ال	ال	ADP
alkej-564	209	12	َٚةْذػُى	َٚةْذػُى	PROPN
alkej-564	209	13	انُظاُو	انُظاُو	PROPN
alkej-564	209	14	صشاءاثَة	صشاءاثَة	PROPN
alkej-564	209	15	يشاقبت	يشاقبت	NOUN
alkej-564	209	16	انضٕدِة	انضٕدِة	VERB
alkej-564	209	17	ٔ	ٔ	DET
alkej-564	209	18	ًَة	ًَة	PROPN
alkej-564	209	19	.	.	PUNCT
alkej-564	210	1	انؼُٛاثِ	انؼُٛاثِ	PUNCT
alkej-564	211	1	يٍانؼششاثِ	يٍانؼششاثِ	PROPN
alkej-564	211	2	يٍ	يٍ	PROPN
alkej-564	211	3	أكزِش	أكزِش	PROPN
alkej-564	211	4	انٗو	انٗو	PROPN
alkej-564	211	5	بذٌٔ	بذٌٔ	X
alkej-564	211	6	ػَة	ػَة	X