id	sid	tid	token	lemma	pos
alkej-205	1	1	al	al	PROPN
alkej-205	1	2	-	-	PUNCT
alkej-205	1	3	khwarizmi	khwarizmi	PROPN
alkej-205	1	4	engineering	engineering	PROPN
alkej-205	1	5	journal	journal	PROPN
alkej-205	1	6	al	al	PROPN
alkej-205	1	7	-	-	PUNCT
alkej-205	1	8	khwarizmi	khwarizmi	PROPN
alkej-205	1	9	engineering	engineering	NOUN
alkej-205	1	10	journal	journal	PROPN
alkej-205	1	11	,	,	PUNCT
alkej-205	1	12	vol	vol	NOUN
alkej-205	1	13	.	.	PROPN
alkej-205	1	14	10	10	NUM
alkej-205	1	15	,	,	PUNCT
alkej-205	1	16	no	no	INTJ
alkej-205	1	17	.	.	NOUN
alkej-205	1	18	4	4	NUM
alkej-205	1	19	,	,	PUNCT
alkej-205	1	20	p.p	p.p	PROPN
alkej-205	1	21	.	.	PROPN
alkej-205	1	22	4554	4554	NUM
alkej-205	1	23	(	(	PUNCT
alkej-205	1	24	2014	2014	NUM
alkej-205	1	25	)	)	PUNCT
alkej-205	1	26	optimization	optimization	NOUN
alkej-205	1	27	of	of	ADP
alkej-205	1	28	wear	wear	VERB
alkej-205	1	29	parameters	parameter	NOUN
alkej-205	1	30	in	in	ADP
alkej-205	1	31	aisi	aisi	PROPN
alkej-205	1	32	4340	4340	NUM
alkej-205	1	33	steel	steel	NOUN
alkej-205	1	34	abbas	abbas	PROPN
alkej-205	1	35	khammas	khammas	PROPN
alkej-205	1	36	hussein	hussein	PROPN
alkej-205	1	37	department	department	PROPN
alkej-205	1	38	of	of	ADP
alkej-205	1	39	materials	material	NOUN
alkej-205	1	40	engineering/	engineering/	NUM
alkej-205	1	41	university	university	NOUN
alkej-205	1	42	of	of	ADP
alkej-205	1	43	technology	technology	NOUN
alkej-205	1	44	emial	emial	NOUN
alkej-205	1	45	:	:	PUNCT
alkej-205	1	46	abbas2000x@yahoo.com	abbas2000x@yahoo.com	X
alkej-205	1	47	(	(	PUNCT
alkej-205	1	48	received	receive	VERB
alkej-205	1	49	26	26	NUM
alkej-205	1	50	may	may	PROPN
alkej-205	1	51	2014	2014	NUM
alkej-205	1	52	;	;	PUNCT
alkej-205	1	53	accepted	accept	VERB
alkej-205	1	54	22	22	NUM
alkej-205	1	55	september	september	PROPN
alkej-205	1	56	2014	2014	NUM
alkej-205	1	57	)	)	PUNCT
alkej-205	1	58	abstract	abstract	ADV
alkej-205	1	59	this	this	DET
alkej-205	1	60	study	study	NOUN
alkej-205	1	61	investigated	investigate	VERB
alkej-205	1	62	the	the	DET
alkej-205	1	63	optimization	optimization	NOUN
alkej-205	1	64	of	of	ADP
alkej-205	1	65	wear	wear	NOUN
alkej-205	1	66	behavior	behavior	NOUN
alkej-205	1	67	of	of	ADP
alkej-205	1	68	aisi	aisi	PROPN
alkej-205	1	69	4340	4340	PROPN
alkej-205	1	70	steel	steel	NOUN
alkej-205	1	71	based	base	VERB
alkej-205	1	72	on	on	ADP
alkej-205	1	73	the	the	DET
alkej-205	1	74	taguchi	taguchi	PROPN
alkej-205	1	75	method	method	NOUN
alkej-205	1	76	under	under	ADP
alkej-205	1	77	various	various	ADJ
alkej-205	1	78	testing	testing	NOUN
alkej-205	1	79	conditions	condition	NOUN
alkej-205	1	80	.	.	PUNCT
alkej-205	2	1	in	in	ADP
alkej-205	2	2	this	this	DET
alkej-205	2	3	paper	paper	NOUN
alkej-205	2	4	,	,	PUNCT
alkej-205	2	5	a	a	DET
alkej-205	2	6	neural	neural	ADJ
alkej-205	2	7	network	network	NOUN
alkej-205	2	8	and	and	CCONJ
alkej-205	2	9	the	the	DET
alkej-205	2	10	taguchi	taguchi	PROPN
alkej-205	2	11	design	design	NOUN
alkej-205	2	12	method	method	NOUN
alkej-205	2	13	have	have	AUX
alkej-205	2	14	been	be	AUX
alkej-205	2	15	implemented	implement	VERB
alkej-205	2	16	for	for	ADP
alkej-205	2	17	minimizing	minimize	VERB
alkej-205	2	18	the	the	DET
alkej-205	2	19	wear	wear	NOUN
alkej-205	2	20	rate	rate	NOUN
alkej-205	2	21	in	in	ADP
alkej-205	2	22	4340	4340	NUM
alkej-205	2	23	steel	steel	NOUN
alkej-205	2	24	.	.	PUNCT
alkej-205	3	1	a	a	DET
alkej-205	3	2	back	back	ADJ
alkej-205	3	3	-	-	PUNCT
alkej-205	3	4	propagation	propagation	NOUN
alkej-205	3	5	neural	neural	ADJ
alkej-205	3	6	network	network	NOUN
alkej-205	3	7	(	(	PUNCT
alkej-205	3	8	bpnn	bpnn	NOUN
alkej-205	3	9	)	)	PUNCT
alkej-205	3	10	was	be	AUX
alkej-205	3	11	developed	develop	VERB
alkej-205	3	12	to	to	PART
alkej-205	3	13	predict	predict	VERB
alkej-205	3	14	the	the	DET
alkej-205	3	15	wear	wear	NOUN
alkej-205	3	16	rate	rate	NOUN
alkej-205	3	17	.	.	PUNCT
alkej-205	4	1	in	in	ADP
alkej-205	4	2	the	the	DET
alkej-205	4	3	development	development	NOUN
alkej-205	4	4	of	of	ADP
alkej-205	4	5	a	a	DET
alkej-205	4	6	predictive	predictive	ADJ
alkej-205	4	7	model	model	NOUN
alkej-205	4	8	,	,	PUNCT
alkej-205	4	9	wear	wear	VERB
alkej-205	4	10	parameters	parameter	NOUN
alkej-205	4	11	like	like	ADP
alkej-205	4	12	sliding	slide	VERB
alkej-205	4	13	speed	speed	NOUN
alkej-205	4	14	,	,	PUNCT
alkej-205	4	15	applying	apply	VERB
alkej-205	4	16	load	load	NOUN
alkej-205	4	17	and	and	CCONJ
alkej-205	4	18	sliding	slide	VERB
alkej-205	4	19	distance	distance	NOUN
alkej-205	4	20	were	be	AUX
alkej-205	4	21	considered	consider	VERB
alkej-205	4	22	as	as	ADP
alkej-205	4	23	the	the	DET
alkej-205	4	24	input	input	NOUN
alkej-205	4	25	model	model	NOUN
alkej-205	4	26	variables	variable	NOUN
alkej-205	4	27	of	of	ADP
alkej-205	4	28	the	the	DET
alkej-205	4	29	aisi	aisi	PROPN
alkej-205	4	30	4340	4340	NUM
alkej-205	4	31	steel	steel	NOUN
alkej-205	4	32	.	.	PUNCT
alkej-205	5	1	an	an	DET
alkej-205	5	2	analysis	analysis	NOUN
alkej-205	5	3	of	of	ADP
alkej-205	5	4	variance	variance	NOUN
alkej-205	5	5	(	(	PUNCT
alkej-205	5	6	anova	anova	PROPN
alkej-205	5	7	)	)	PUNCT
alkej-205	5	8	was	be	AUX
alkej-205	5	9	used	use	VERB
alkej-205	5	10	to	to	PART
alkej-205	5	11	determine	determine	VERB
alkej-205	5	12	the	the	DET
alkej-205	5	13	significant	significant	ADJ
alkej-205	5	14	parameter	parameter	NOUN
alkej-205	5	15	affecting	affect	VERB
alkej-205	5	16	the	the	DET
alkej-205	5	17	wear	wear	NOUN
alkej-205	5	18	rate	rate	NOUN
alkej-205	5	19	.	.	PUNCT
alkej-205	6	1	finally	finally	ADV
alkej-205	6	2	,	,	PUNCT
alkej-205	6	3	the	the	DET
alkej-205	6	4	taguchi	taguchi	PROPN
alkej-205	6	5	approach	approach	NOUN
alkej-205	6	6	was	be	AUX
alkej-205	6	7	applied	apply	VERB
alkej-205	6	8	to	to	PART
alkej-205	6	9	determine	determine	VERB
alkej-205	6	10	the	the	DET
alkej-205	6	11	optimum	optimum	ADJ
alkej-205	6	12	levels	level	NOUN
alkej-205	6	13	of	of	ADP
alkej-205	6	14	wear	wear	NOUN
alkej-205	6	15	parameters	parameter	NOUN
alkej-205	6	16	.	.	PUNCT
alkej-205	7	1	the	the	DET
alkej-205	7	2	results	result	NOUN
alkej-205	7	3	show	show	VERB
alkej-205	7	4	that	that	SCONJ
alkej-205	7	5	using	use	VERB
alkej-205	7	6	the	the	DET
alkej-205	7	7	optimal	optimal	ADJ
alkej-205	7	8	parameter	parameter	NOUN
alkej-205	7	9	setting	setting	NOUN
alkej-205	7	10	(	(	PUNCT
alkej-205	7	11	load3	load3	NOUN
alkej-205	7	12	,	,	PUNCT
alkej-205	7	13	sliding	slide	VERB
alkej-205	7	14	speed1	speed1	NOUN
alkej-205	7	15	,	,	PUNCT
alkej-205	7	16	and	and	CCONJ
alkej-205	7	17	sliding	slide	VERB
alkej-205	7	18	distance2	distance2	NOUN
alkej-205	7	19	)	)	PUNCT
alkej-205	7	20	a	a	DET
alkej-205	7	21	lower	low	ADJ
alkej-205	7	22	wear	wear	NOUN
alkej-205	7	23	rate	rate	NOUN
alkej-205	7	24	is	be	AUX
alkej-205	7	25	achieved	achieve	VERB
alkej-205	7	26	.	.	PUNCT
alkej-205	8	1	the	the	DET
alkej-205	8	2	error	error	NOUN
alkej-205	8	3	between	between	ADP
alkej-205	8	4	the	the	DET
alkej-205	8	5	predicted	predict	VERB
alkej-205	8	6	and	and	CCONJ
alkej-205	8	7	experimental	experimental	ADJ
alkej-205	8	8	values	value	NOUN
alkej-205	8	9	is	be	AUX
alkej-205	8	10	only	only	ADV
alkej-205	8	11	3.19	3.19	NUM
alkej-205	8	12	%	%	NOUN
alkej-205	8	13	,	,	PUNCT
alkej-205	8	14	so	so	ADV
alkej-205	8	15	good	good	ADJ
alkej-205	8	16	agreement	agreement	NOUN
alkej-205	8	17	between	between	ADP
alkej-205	8	18	the	the	DET
alkej-205	8	19	actual	actual	ADJ
alkej-205	8	20	and	and	CCONJ
alkej-205	8	21	predicted	predict	VERB
alkej-205	8	22	results	result	NOUN
alkej-205	8	23	is	be	AUX
alkej-205	8	24	observed	observe	VERB
alkej-205	8	25	.	.	PUNCT
alkej-205	9	1	keywords	keyword	NOUN
alkej-205	9	2	:	:	PUNCT
alkej-205	9	3	aisi	aisi	PROPN
alkej-205	9	4	4340	4340	NUM
alkej-205	9	5	,	,	PUNCT
alkej-205	9	6	wear	wear	VERB
alkej-205	9	7	,	,	PUNCT
alkej-205	9	8	pin	pin	NOUN
alkej-205	9	9	on	on	ADP
alkej-205	9	10	disc	disc	NOUN
alkej-205	9	11	,	,	PUNCT
alkej-205	9	12	taguchi	taguchi	PROPN
alkej-205	9	13	method	method	PROPN
alkej-205	9	14	,	,	PUNCT
alkej-205	9	15	neural	neural	ADJ
alkej-205	9	16	network	network	NOUN
alkej-205	9	17	.	.	PUNCT
alkej-205	10	1	1	1	X
alkej-205	10	2	.	.	X
alkej-205	10	3	introduction	introduction	NOUN
alkej-205	10	4	aisi	aisi	PROPN
alkej-205	10	5	4340	4340	NUM
alkej-205	10	6	steel	steel	NOUN
alkej-205	10	7	have	have	AUX
alkej-205	10	8	been	be	AUX
alkej-205	10	9	used	use	VERB
alkej-205	10	10	for	for	ADP
alkej-205	10	11	a	a	DET
alkej-205	10	12	great	great	ADJ
alkej-205	10	13	number	number	NOUN
alkej-205	10	14	of	of	ADP
alkej-205	10	15	applications	application	NOUN
alkej-205	10	16	,	,	PUNCT
alkej-205	10	17	like	like	ADP
alkej-205	10	18	aircraft	aircraft	NOUN
alkej-205	10	19	landing	landing	NOUN
alkej-205	10	20	gear	gear	NOUN
alkej-205	10	21	,	,	PUNCT
alkej-205	10	22	power	power	NOUN
alkej-205	10	23	transmission	transmission	NOUN
alkej-205	10	24	gear	gear	NOUN
alkej-205	10	25	,	,	PUNCT
alkej-205	10	26	and	and	CCONJ
alkej-205	10	27	in	in	ADP
alkej-205	10	28	the	the	DET
alkej-205	10	29	machine	machine	NOUN
alkej-205	10	30	constructions	construction	NOUN
alkej-205	10	31	industry	industry	NOUN
alkej-205	10	32	with	with	ADP
alkej-205	10	33	hardness	hardness	NOUN
alkej-205	10	34	between	between	ADP
alkej-205	10	35	28	28	NUM
alkej-205	10	36	and	and	CCONJ
alkej-205	10	37	38	38	NUM
alkej-205	10	38	rockwell	rockwell	NOUN
alkej-205	10	39	c	c	PROPN
alkej-205	10	40	(	(	PUNCT
alkej-205	10	41	hrc	hrc	PROPN
alkej-205	10	42	)	)	PUNCT
alkej-205	10	43	.	.	PUNCT
alkej-205	11	1	this	this	DET
alkej-205	11	2	kind	kind	NOUN
alkej-205	11	3	of	of	ADP
alkej-205	11	4	low	low	ADJ
alkej-205	11	5	alloyed	alloy	VERB
alkej-205	11	6	steel	steel	NOUN
alkej-205	11	7	is	be	AUX
alkej-205	11	8	very	very	ADV
alkej-205	11	9	cheap	cheap	ADJ
alkej-205	11	10	,	,	PUNCT
alkej-205	11	11	compared	compare	VERB
alkej-205	11	12	with	with	ADP
alkej-205	11	13	the	the	DET
alkej-205	11	14	expensive	expensive	ADJ
alkej-205	11	15	high	high	ADJ
alkej-205	11	16	alloyed	alloy	VERB
alkej-205	11	17	tools	tool	NOUN
alkej-205	11	18	steel	steel	NOUN
alkej-205	11	19	,	,	PUNCT
alkej-205	11	20	and	and	CCONJ
alkej-205	11	21	it	it	PRON
alkej-205	11	22	has	have	VERB
alkej-205	11	23	an	an	DET
alkej-205	11	24	appropriated	appropriate	VERB
alkej-205	11	25	hardness	hardness	NOUN
alkej-205	11	26	combined	combine	VERB
alkej-205	11	27	with	with	ADP
alkej-205	11	28	a	a	DET
alkej-205	11	29	very	very	ADV
alkej-205	11	30	high	high	ADJ
alkej-205	11	31	toughness	toughness	NOUN
alkej-205	11	32	and	and	CCONJ
alkej-205	11	33	tensile	tensile	NOUN
alkej-205	11	34	strength	strength	NOUN
alkej-205	11	35	[	[	X
alkej-205	11	36	1,2	1,2	NUM
alkej-205	11	37	]	]	PUNCT
alkej-205	11	38	.	.	PUNCT
alkej-205	12	1	moreover	moreover	ADV
alkej-205	12	2	,	,	PUNCT
alkej-205	12	3	the	the	DET
alkej-205	12	4	cutting	cut	VERB
alkej-205	12	5	tools	tool	NOUN
alkej-205	12	6	used	use	VERB
alkej-205	12	7	for	for	ADP
alkej-205	12	8	hard	hard	ADJ
alkej-205	12	9	turning	turning	NOUN
alkej-205	12	10	are	be	AUX
alkej-205	12	11	relatively	relatively	ADV
alkej-205	12	12	costly	costly	ADJ
alkej-205	12	13	as	as	SCONJ
alkej-205	12	14	compared	compare	VERB
alkej-205	12	15	to	to	ADP
alkej-205	12	16	grinding	grind	VERB
alkej-205	12	17	and	and	CCONJ
alkej-205	12	18	hence	hence	ADV
alkej-205	12	19	there	there	PRON
alkej-205	12	20	is	be	VERB
alkej-205	12	21	a	a	DET
alkej-205	12	22	need	need	NOUN
alkej-205	12	23	to	to	PART
alkej-205	12	24	investigate	investigate	VERB
alkej-205	12	25	the	the	DET
alkej-205	12	26	effect	effect	NOUN
alkej-205	12	27	of	of	ADP
alkej-205	12	28	wear	wear	VERB
alkej-205	12	29	parameters	parameter	NOUN
alkej-205	12	30	on	on	ADP
alkej-205	12	31	tool	tool	NOUN
alkej-205	12	32	life	life	NOUN
alkej-205	12	33	.	.	PUNCT
alkej-205	13	1	it	it	PRON
alkej-205	13	2	has	have	AUX
alkej-205	13	3	also	also	ADV
alkej-205	13	4	been	be	AUX
alkej-205	13	5	reported	report	VERB
alkej-205	13	6	that	that	SCONJ
alkej-205	13	7	the	the	DET
alkej-205	13	8	properties	property	NOUN
alkej-205	13	9	and	and	CCONJ
alkej-205	13	10	the	the	DET
alkej-205	13	11	composition	composition	NOUN
alkej-205	13	12	of	of	ADP
alkej-205	13	13	tool	tool	NOUN
alkej-205	13	14	materials	material	NOUN
alkej-205	13	15	are	be	AUX
alkej-205	13	16	critical	critical	ADJ
alkej-205	13	17	to	to	ADP
alkej-205	13	18	the	the	DET
alkej-205	13	19	behavior	behavior	NOUN
alkej-205	13	20	of	of	ADP
alkej-205	13	21	machining	machining	NOUN
alkej-205	13	22	forces	force	NOUN
alkej-205	13	23	which	which	PRON
alkej-205	13	24	in	in	ADP
alkej-205	13	25	turn	turn	NOUN
alkej-205	13	26	affect	affect	VERB
alkej-205	13	27	the	the	DET
alkej-205	13	28	tool	tool	NOUN
alkej-205	13	29	life	life	NOUN
alkej-205	13	30	.	.	PUNCT
alkej-205	14	1	therefore	therefore	ADV
alkej-205	14	2	,	,	PUNCT
alkej-205	14	3	it	it	PRON
alkej-205	14	4	is	be	AUX
alkej-205	14	5	necessary	necessary	ADJ
alkej-205	14	6	to	to	PART
alkej-205	14	7	study	study	VERB
alkej-205	14	8	the	the	DET
alkej-205	14	9	influence	influence	NOUN
alkej-205	14	10	of	of	ADP
alkej-205	14	11	process	process	NOUN
alkej-205	14	12	parameters	parameter	NOUN
alkej-205	14	13	on	on	ADP
alkej-205	14	14	tool	tool	NOUN
alkej-205	14	15	wear	wear	VERB
alkej-205	14	16	in	in	ADP
alkej-205	14	17	hard	hard	ADJ
alkej-205	14	18	turning	turning	NOUN
alkej-205	14	19	process	process	NOUN
alkej-205	14	20	.	.	PUNCT
alkej-205	15	1	several	several	ADJ
alkej-205	15	2	investigations	investigation	NOUN
alkej-205	15	3	have	have	AUX
alkej-205	15	4	been	be	AUX
alkej-205	15	5	carried	carry	VERB
alkej-205	15	6	out	out	ADP
alkej-205	15	7	to	to	PART
alkej-205	15	8	study	study	VERB
alkej-205	15	9	the	the	DET
alkej-205	15	10	tool	tool	NOUN
alkej-205	15	11	wear	wear	VERB
alkej-205	15	12	and	and	CCONJ
alkej-205	15	13	improve	improve	VERB
alkej-205	15	14	tool	tool	NOUN
alkej-205	15	15	life	life	NOUN
alkej-205	15	16	as	as	ADV
alkej-205	15	17	well	well	ADV
alkej-205	15	18	as	as	ADP
alkej-205	15	19	productivity	productivity	NOUN
alkej-205	15	20	.	.	PUNCT
alkej-205	16	1	luo	luo	PROPN
alkej-205	16	2	et	et	PROPN
alkej-205	16	3	al	al	PROPN
alkej-205	16	4	studied	study	VERB
alkej-205	16	5	wear	wear	VERB
alkej-205	16	6	behavior	behavior	NOUN
alkej-205	16	7	in	in	ADP
alkej-205	16	8	turning	turning	NOUN
alkej-205	16	9	of	of	ADP
alkej-205	16	10	aisi	aisi	PROPN
alkej-205	16	11	4340	4340	NUM
alkej-205	16	12	hardened	harden	VERB
alkej-205	16	13	alloy	alloy	NOUN
alkej-205	16	14	steels	steel	NOUN
alkej-205	16	15	using	use	VERB
alkej-205	16	16	cubic	cubic	ADJ
alkej-205	16	17	boron	boron	NOUN
alkej-205	16	18	nitride	nitride	NOUN
alkej-205	16	19	(	(	PUNCT
alkej-205	16	20	cbn	cbn	PROPN
alkej-205	16	21	)	)	PUNCT
alkej-205	16	22	and	and	CCONJ
alkej-205	16	23	ceramic	ceramic	ADJ
alkej-205	16	24	tools	tool	NOUN
alkej-205	16	25	.	.	PUNCT
alkej-205	17	1	oliviera	oliviera	NOUN
alkej-205	17	2	et	et	NOUN
alkej-205	17	3	al	al	PROPN
alkej-205	17	4	investigated	investigate	VERB
alkej-205	17	5	the	the	DET
alkej-205	17	6	hard	hard	ADJ
alkej-205	17	7	turning	turning	NOUN
alkej-205	17	8	of	of	ADP
alkej-205	17	9	aisi	aisi	PROPN
alkej-205	17	10	4340	4340	NUM
alkej-205	17	11	steel	steel	NOUN
alkej-205	17	12	in	in	ADP
alkej-205	17	13	continuous	continuous	ADJ
alkej-205	17	14	and	and	CCONJ
alkej-205	17	15	interrupted	interrupted	ADJ
alkej-205	17	16	cuts	cut	NOUN
alkej-205	17	17	with	with	ADP
alkej-205	17	18	whisker	whisker	ADJ
alkej-205	17	19	reinforced	reinforce	VERB
alkej-205	17	20	cutting	cutting	NOUN
alkej-205	17	21	tools	tool	NOUN
alkej-205	17	22	[	[	X
alkej-205	17	23	3	3	NUM
alkej-205	17	24	,	,	PUNCT
alkej-205	17	25	4	4	NUM
alkej-205	17	26	,	,	PUNCT
alkej-205	17	27	5	5	NUM
alkej-205	17	28	,	,	PUNCT
alkej-205	17	29	and	and	CCONJ
alkej-205	17	30	6	6	NUM
alkej-205	17	31	]	]	PUNCT
alkej-205	17	32	.	.	PUNCT
alkej-205	18	1	in	in	ADP
alkej-205	18	2	the	the	DET
alkej-205	18	3	present	present	ADJ
alkej-205	18	4	work	work	NOUN
alkej-205	18	5	,	,	PUNCT
alkej-205	18	6	two	two	NUM
alkej-205	18	7	of	of	ADP
alkej-205	18	8	the	the	DET
alkej-205	18	9	techniques	technique	NOUN
alkej-205	18	10	,	,	PUNCT
alkej-205	18	11	namely	namely	ADV
alkej-205	18	12	,	,	PUNCT
alkej-205	18	13	the	the	DET
alkej-205	18	14	neural	neural	ADJ
alkej-205	18	15	network	network	NOUN
alkej-205	18	16	(	(	PUNCT
alkej-205	18	17	nn	nn	PROPN
alkej-205	18	18	)	)	PUNCT
alkej-205	18	19	with	with	ADP
alkej-205	18	20	a	a	DET
alkej-205	18	21	backpropagation	backpropagation	NOUN
alkej-205	18	22	network	network	NOUN
alkej-205	18	23	(	(	PUNCT
alkej-205	18	24	bpn	bpn	NOUN
alkej-205	18	25	)	)	PUNCT
alkej-205	18	26	and	and	CCONJ
alkej-205	18	27	the	the	DET
alkej-205	18	28	taguchi	taguchi	PROPN
alkej-205	18	29	design	design	NOUN
alkej-205	18	30	method	method	NOUN
alkej-205	18	31	have	have	AUX
alkej-205	18	32	been	be	AUX
alkej-205	18	33	employed	employ	VERB
alkej-205	18	34	.	.	PUNCT
alkej-205	19	1	matlab	matlab	PROPN
alkej-205	19	2	(	(	PUNCT
alkej-205	19	3	2013	2013	NUM
alkej-205	19	4	)	)	PUNCT
alkej-205	19	5	and	and	CCONJ
alkej-205	19	6	minitab16	minitab16	NOUN
alkej-205	19	7	programs	program	NOUN
alkej-205	19	8	were	be	AUX
alkej-205	19	9	used	use	VERB
alkej-205	19	10	for	for	ADP
alkej-205	19	11	the	the	DET
alkej-205	19	12	nn	nn	PROPN
alkej-205	19	13	modelling	modelling	NOUN
alkej-205	19	14	and	and	CCONJ
alkej-205	19	15	the	the	DET
alkej-205	19	16	taguchi	taguchi	PROPN
alkej-205	19	17	optimization	optimization	NOUN
alkej-205	19	18	technique	technique	NOUN
alkej-205	19	19	,	,	PUNCT
alkej-205	19	20	respectively	respectively	ADV
alkej-205	19	21	.	.	PUNCT
alkej-205	20	1	sliding	slide	VERB
alkej-205	20	2	speed	speed	NOUN
alkej-205	20	3	,	,	PUNCT
alkej-205	20	4	applying	apply	VERB
alkej-205	20	5	load	load	NOUN
alkej-205	20	6	,	,	PUNCT
alkej-205	20	7	and	and	CCONJ
alkej-205	20	8	sliding	slide	VERB
alkej-205	20	9	distance	distance	NOUN
alkej-205	20	10	were	be	AUX
alkej-205	20	11	selected	select	VERB
alkej-205	20	12	as	as	ADP
alkej-205	20	13	the	the	DET
alkej-205	20	14	input	input	NOUN
alkej-205	20	15	factors	factor	NOUN
alkej-205	20	16	,	,	PUNCT
alkej-205	20	17	whereas	whereas	SCONJ
alkej-205	20	18	wear	wear	VERB
alkej-205	20	19	rate	rate	NOUN
alkej-205	20	20	was	be	AUX
alkej-205	20	21	selected	select	VERB
alkej-205	20	22	as	as	ADP
alkej-205	20	23	the	the	DET
alkej-205	20	24	response	response	NOUN
alkej-205	20	25	.	.	PUNCT
alkej-205	21	1	a	a	DET
alkej-205	21	2	bpn	bpn	ADJ
alkej-205	21	3	model	model	NOUN
alkej-205	21	4	was	be	AUX
alkej-205	21	5	developed	develop	VERB
alkej-205	21	6	for	for	ADP
alkej-205	21	7	the	the	DET
alkej-205	21	8	prediction	prediction	NOUN
alkej-205	21	9	of	of	ADP
alkej-205	21	10	the	the	DET
alkej-205	21	11	wear	wear	NOUN
alkej-205	21	12	rate	rate	NOUN
alkej-205	21	13	.	.	PUNCT
alkej-205	22	1	an	an	DET
alkej-205	22	2	analysis	analysis	NOUN
alkej-205	22	3	-	-	PUNCT
alkej-205	22	4	ofvariance	ofvariance	NOUN
alkej-205	22	5	(	(	PUNCT
alkej-205	22	6	anova	anova	ADJ
alkej-205	22	7	)	)	PUNCT
alkej-205	22	8	table	table	NOUN
alkej-205	22	9	was	be	AUX
alkej-205	22	10	used	use	VERB
alkej-205	22	11	to	to	PART
alkej-205	22	12	determine	determine	VERB
alkej-205	22	13	the	the	DET
alkej-205	22	14	significant	significant	ADJ
alkej-205	22	15	wear	wear	NOUN
alkej-205	22	16	parameters	parameter	NOUN
alkej-205	22	17	affecting	affect	VERB
alkej-205	22	18	the	the	DET
alkej-205	22	19	wear	wear	NOUN
alkej-205	22	20	rate	rate	NOUN
alkej-205	22	21	.	.	PUNCT
alkej-205	23	1	an	an	DET
alkej-205	23	2	approach	approach	NOUN
alkej-205	23	3	to	to	PART
alkej-205	23	4	determine	determine	VERB
alkej-205	23	5	the	the	DET
alkej-205	23	6	optimum	optimum	ADJ
alkej-205	23	7	wear	wear	NOUN
alkej-205	23	8	parameter	parameter	NOUN
alkej-205	23	9	setting	setting	NOUN
alkej-205	23	10	was	be	AUX
alkej-205	23	11	proposed	propose	VERB
alkej-205	23	12	on	on	ADP
alkej-205	23	13	the	the	DET
alkej-205	23	14	basis	basis	NOUN
alkej-205	23	15	of	of	ADP
alkej-205	23	16	the	the	DET
alkej-205	23	17	taguchi	taguchi	PROPN
alkej-205	23	18	design	design	PROPN
alkej-205	23	19	method	method	NOUN
alkej-205	23	20	.	.	PUNCT
alkej-205	24	1	mailto:abbas2000x@yahoo.com	mailto:abbas2000x@yahoo.com	X
alkej-205	24	2	abbas	abbas	PROPN
alkej-205	24	3	khammas	khamma	VERB
alkej-205	24	4	hussein	hussein	PROPN
alkej-205	24	5	al	al	PROPN
alkej-205	24	6	-	-	PUNCT
alkej-205	24	7	khwarizmi	khwarizmi	PROPN
alkej-205	24	8	engineering	engineering	NOUN
alkej-205	24	9	journal	journal	PROPN
alkej-205	24	10	,	,	PUNCT
alkej-205	24	11	vol	vol	NOUN
alkej-205	24	12	.	.	PROPN
alkej-205	24	13	10	10	NUM
alkej-205	24	14	,	,	PUNCT
alkej-205	24	15	no	no	INTJ
alkej-205	24	16	.	.	NOUN
alkej-205	24	17	4	4	NUM
alkej-205	24	18	,	,	PUNCT
alkej-205	24	19	p.p	p.p	PROPN
alkej-205	24	20	.	.	PROPN
alkej-205	24	21	4554	4554	NUM
alkej-205	24	22	(	(	PUNCT
alkej-205	24	23	2014	2014	NUM
alkej-205	24	24	)	)	PUNCT
alkej-205	24	25	46	46	NUM
alkej-205	24	26	2	2	NUM
alkej-205	24	27	.	.	PUNCT
alkej-205	24	28	experimental	experimental	ADJ
alkej-205	24	29	set	set	NOUN
alkej-205	24	30	-	-	PUNCT
alkej-205	24	31	up	up	NOUN
alkej-205	24	32	and	and	CCONJ
alkej-205	24	33	test	test	NOUN
alkej-205	24	34	procedure	procedure	NOUN
alkej-205	24	35	in	in	ADP
alkej-205	24	36	the	the	DET
alkej-205	24	37	present	present	ADJ
alkej-205	24	38	investigation	investigation	NOUN
alkej-205	24	39	,	,	PUNCT
alkej-205	24	40	a	a	DET
alkej-205	24	41	pin	pin	NOUN
alkej-205	24	42	on	on	ADP
alkej-205	24	43	disc	disc	NOUN
alkej-205	24	44	wear	wear	NOUN
alkej-205	24	45	tests	test	NOUN
alkej-205	24	46	were	be	AUX
alkej-205	24	47	performed	perform	VERB
alkej-205	24	48	on	on	ADP
alkej-205	24	49	aisi	aisi	PROPN
alkej-205	24	50	4340	4340	NUM
alkej-205	24	51	steel	steel	NOUN
alkej-205	24	52	which	which	PRON
alkej-205	24	53	has	have	AUX
alkej-205	24	54	been	be	AUX
alkej-205	24	55	selected	select	VERB
alkej-205	24	56	as	as	ADP
alkej-205	24	57	work	work	NOUN
alkej-205	24	58	piece	piece	NOUN
alkej-205	24	59	material	material	NOUN
alkej-205	24	60	.	.	PUNCT
alkej-205	25	1	table	table	NOUN
alkej-205	25	2	1	1	NUM
alkej-205	25	3	shows	show	VERB
alkej-205	25	4	the	the	DET
alkej-205	25	5	spectrochemical	spectrochemical	ADJ
alkej-205	25	6	analysis	analysis	NOUN
alkej-205	25	7	(	(	PUNCT
alkej-205	25	8	measured	measure	VERB
alkej-205	25	9	results	result	NOUN
alkej-205	25	10	)	)	PUNCT
alkej-205	25	11	of	of	ADP
alkej-205	25	12	this	this	DET
alkej-205	25	13	steel	steel	NOUN
alkej-205	25	14	.	.	PUNCT
alkej-205	26	1	all	all	DET
alkej-205	26	2	experiments	experiment	NOUN
alkej-205	26	3	were	be	AUX
alkej-205	26	4	performed	perform	VERB
alkej-205	26	5	by	by	ADP
alkej-205	26	6	using	use	VERB
alkej-205	26	7	a	a	DET
alkej-205	26	8	pin	pin	NOUN
alkej-205	26	9	on	on	ADP
alkej-205	26	10	disc	disc	NOUN
alkej-205	26	11	wear	wear	NOUN
alkej-205	26	12	apparatus	apparatus	NOUN
alkej-205	26	13	shown	show	VERB
alkej-205	26	14	in	in	ADP
alkej-205	26	15	figure	figure	NOUN
alkej-205	26	16	1	1	NUM
alkej-205	26	17	.	.	PUNCT
alkej-205	26	18	table	table	NOUN
alkej-205	26	19	1	1	NUM
alkej-205	26	20	,	,	PUNCT
alkej-205	26	21	chemical	chemical	NOUN
alkej-205	26	22	composition	composition	NOUN
alkej-205	26	23	(	(	PUNCT
alkej-205	26	24	wt%	wt%	NUM
alkej-205	26	25	)	)	PUNCT
alkej-205	26	26	of	of	ADP
alkej-205	26	27	aisi	aisi	PROPN
alkej-205	26	28	4340	4340	NUM
alkej-205	26	29	.	.	PUNCT
alkej-205	27	1	si	si	PROPN
alkej-205	27	2	mo	mo	PROPN
alkej-205	27	3	ni	ni	PROPN
alkej-205	27	4	cr	cr	PROPN
alkej-205	27	5	cu	cu	PROPN
alkej-205	27	6	p	p	PROPN
alkej-205	27	7	s	s	PROPN
alkej-205	27	8	mn	mn	PROPN
alkej-205	27	9	al	al	PROPN
alkej-205	27	10	c	c	PROPN
alkej-205	27	11	0.2541	0.2541	NUM
alkej-205	28	1	0.2892	0.2892	NUM
alkej-205	28	2	1.6991	1.6991	NUM
alkej-205	28	3	0.9112	0.9112	NUM
alkej-205	28	4	0.0811	0.0811	NUM
alkej-205	28	5	0.0221	0.0221	NUM
alkej-205	28	6	0.0132	0.0132	NUM
alkej-205	28	7	0.5913	0.5913	NUM
alkej-205	28	8	0.0167	0.0167	NUM
alkej-205	28	9	0.3534	0.3534	NUM
alkej-205	28	10	fig.1	fig.1	PROPN
alkej-205	28	11	.	.	PUNCT
alkej-205	29	1	pin	pin	NOUN
alkej-205	29	2	on	on	ADP
alkej-205	29	3	disc	disc	NOUN
alkej-205	29	4	wear	wear	NOUN
alkej-205	29	5	apparatus	apparatus	NOUN
alkej-205	29	6	.	.	PUNCT
alkej-205	30	1	this	this	DET
alkej-205	30	2	machine	machine	NOUN
alkej-205	30	3	facilitates	facilitate	VERB
alkej-205	30	4	study	study	NOUN
alkej-205	30	5	of	of	ADP
alkej-205	30	6	wear	wear	VERB
alkej-205	30	7	characteristics	characteristic	NOUN
alkej-205	30	8	in	in	ADP
alkej-205	30	9	sliding	slide	VERB
alkej-205	30	10	contact	contact	NOUN
alkej-205	30	11	under	under	ADP
alkej-205	30	12	desired	desire	VERB
alkej-205	30	13	conditions	condition	NOUN
alkej-205	30	14	.	.	PUNCT
alkej-205	31	1	sliding	slide	VERB
alkej-205	31	2	occurs	occur	VERB
alkej-205	31	3	between	between	ADP
alkej-205	31	4	the	the	DET
alkej-205	31	5	stationary	stationary	ADJ
alkej-205	31	6	pin	pin	NOUN
alkej-205	31	7	on	on	ADP
alkej-205	31	8	a	a	DET
alkej-205	31	9	rotating	rotate	VERB
alkej-205	31	10	disc	disc	NOUN
alkej-205	31	11	.	.	PUNCT
alkej-205	32	1	normal	normal	ADJ
alkej-205	32	2	load	load	NOUN
alkej-205	32	3	,	,	PUNCT
alkej-205	32	4	sliding	slide	VERB
alkej-205	32	5	distance	distance	NOUN
alkej-205	32	6	and	and	CCONJ
alkej-205	32	7	sliding	slide	VERB
alkej-205	32	8	speed	speed	NOUN
alkej-205	32	9	can	can	AUX
alkej-205	32	10	be	be	AUX
alkej-205	32	11	varied	varied	ADJ
alkej-205	32	12	to	to	PART
alkej-205	32	13	suit	suit	VERB
alkej-205	32	14	the	the	DET
alkej-205	32	15	test	test	NOUN
alkej-205	32	16	conditions	condition	NOUN
alkej-205	32	17	.	.	PUNCT
alkej-205	33	1	the	the	DET
alkej-205	33	2	pin	pin	NOUN
alkej-205	33	3	specimen	speciman	NOUN
alkej-205	33	4	was	be	AUX
alkej-205	33	5	tested	test	VERB
alkej-205	33	6	in	in	ADP
alkej-205	33	7	pin	pin	NOUN
alkej-205	33	8	on	on	ADP
alkej-205	33	9	disc	disc	NOUN
alkej-205	33	10	apparatus	apparatus	NOUN
alkej-205	33	11	.	.	PUNCT
alkej-205	34	1	to	to	PART
alkej-205	34	2	perform	perform	VERB
alkej-205	34	3	the	the	DET
alkej-205	34	4	test	test	NOUN
alkej-205	34	5	specimen	speciman	NOUN
alkej-205	34	6	was	be	AUX
alkej-205	34	7	clamped	clamp	VERB
alkej-205	34	8	in	in	ADP
alkej-205	34	9	jaw	jaw	NOUN
alkej-205	34	10	.	.	PUNCT
alkej-205	35	1	pin	pin	NOUN
alkej-205	35	2	weight	weight	NOUN
alkej-205	35	3	losses	loss	NOUN
alkej-205	35	4	were	be	AUX
alkej-205	35	5	measured	measure	VERB
alkej-205	35	6	using	use	VERB
alkej-205	35	7	an	an	DET
alkej-205	35	8	electronic	electronic	ADJ
alkej-205	35	9	balance	balance	NOUN
alkej-205	35	10	having	have	VERB
alkej-205	35	11	an	an	DET
alkej-205	35	12	accuracy	accuracy	NOUN
alkej-205	35	13	of	of	ADP
alkej-205	35	14	±0.001	±0.001	NOUN
alkej-205	35	15	mg	mg	PROPN
alkej-205	35	16	.	.	PUNCT
alkej-205	36	1	weight	weight	NOUN
alkej-205	36	2	losses	loss	NOUN
alkej-205	36	3	were	be	AUX
alkej-205	36	4	converted	convert	VERB
alkej-205	36	5	to	to	ADP
alkej-205	36	6	volume	volume	NOUN
alkej-205	36	7	losses	loss	NOUN
alkej-205	36	8	by	by	ADP
alkej-205	36	9	dividing	divide	VERB
alkej-205	36	10	the	the	DET
alkej-205	36	11	weight	weight	NOUN
alkej-205	36	12	to	to	ADP
alkej-205	36	13	the	the	DET
alkej-205	36	14	density	density	NOUN
alkej-205	36	15	of	of	ADP
alkej-205	36	16	steel	steel	NOUN
alkej-205	36	17	(	(	PUNCT
alkej-205	36	18	7.85	7.85	NUM
alkej-205	36	19	g	g	NOUN
alkej-205	36	20	/	/	SYM
alkej-205	36	21	cm	cm	NOUN
alkej-205	36	22	3	3	NUM
alkej-205	36	23	)	)	PUNCT
alkej-205	36	24	.	.	PUNCT
alkej-205	37	1	dry	dry	ADJ
alkej-205	37	2	sliding	slide	VERB
alkej-205	37	3	wear	wear	NOUN
alkej-205	37	4	tests	test	NOUN
alkej-205	37	5	were	be	AUX
alkej-205	37	6	carried	carry	VERB
alkej-205	37	7	out	out	ADP
alkej-205	37	8	using	use	VERB
alkej-205	37	9	pin	pin	NOUN
alkej-205	37	10	-	-	PUNCT
alkej-205	37	11	on	on	ADP
alkej-205	37	12	disk	disk	NOUN
alkej-205	37	13	type	type	NOUN
alkej-205	37	14	wear	wear	NOUN
alkej-205	37	15	tester	tester	NOUN
alkej-205	37	16	at	at	ADP
alkej-205	37	17	different	different	ADJ
alkej-205	37	18	parameters	parameter	NOUN
alkej-205	37	19	,	,	PUNCT
alkej-205	37	20	where	where	SCONJ
alkej-205	37	21	three	three	NUM
alkej-205	37	22	levels	level	NOUN
alkej-205	37	23	of	of	ADP
alkej-205	37	24	three	three	NUM
alkej-205	37	25	parameters	parameter	NOUN
alkej-205	37	26	were	be	AUX
alkej-205	37	27	selected	select	VERB
alkej-205	37	28	as	as	SCONJ
alkej-205	37	29	shown	show	VERB
alkej-205	37	30	in	in	ADP
alkej-205	37	31	table	table	NOUN
alkej-205	37	32	2	2	NUM
alkej-205	37	33	.	.	PUNCT
alkej-205	38	1	the	the	DET
alkej-205	38	2	tests	test	NOUN
alkej-205	38	3	were	be	AUX
alkej-205	38	4	conducted	conduct	VERB
alkej-205	38	5	at	at	ADP
alkej-205	38	6	a	a	DET
alkej-205	38	7	constant	constant	ADJ
alkej-205	38	8	time	time	NOUN
alkej-205	38	9	of	of	ADP
alkej-205	38	10	30	30	NUM
alkej-205	38	11	min	min	NOUN
alkej-205	38	12	.	.	PROPN
alkej-205	38	13	table	table	NOUN
alkej-205	38	14	2	2	NUM
alkej-205	38	15	,	,	PUNCT
alkej-205	38	16	parameters	parameter	NOUN
alkej-205	38	17	with	with	ADP
alkej-205	38	18	level	level	NOUN
alkej-205	38	19	values	value	NOUN
alkej-205	38	20	.	.	PUNCT
alkej-205	39	1	parameters	parameter	NOUN
alkej-205	39	2	level	level	VERB
alkej-205	39	3	1	1	NUM
alkej-205	39	4	level2	level2	ADJ
alkej-205	39	5	level3	level3	PROPN
alkej-205	39	6	load	load	NOUN
alkej-205	39	7	(	(	PUNCT
alkej-205	39	8	n	n	CCONJ
alkej-205	39	9	)	)	PUNCT
alkej-205	39	10	20	20	NUM
alkej-205	39	11	25	25	NUM
alkej-205	39	12	30	30	NUM
alkej-205	39	13	sliding	slide	VERB
alkej-205	39	14	speed	speed	NOUN
alkej-205	39	15	(	(	PUNCT
alkej-205	39	16	r.p.m	r.p.m	NOUN
alkej-205	39	17	)	)	PUNCT
alkej-205	39	18	250	250	NUM
alkej-205	39	19	350	350	NUM
alkej-205	39	20	400	400	NUM
alkej-205	39	21	sliding	slide	VERB
alkej-205	39	22	distance	distance	NOUN
alkej-205	39	23	(	(	PUNCT
alkej-205	39	24	cm	cm	NOUN
alkej-205	39	25	)	)	PUNCT
alkej-205	39	26	6	6	NUM
alkej-205	39	27	8	8	NUM
alkej-205	39	28	10	10	NUM
alkej-205	39	29	in	in	ADP
alkej-205	39	30	the	the	DET
alkej-205	39	31	present	present	ADJ
alkej-205	39	32	investigation	investigation	NOUN
alkej-205	39	33	an	an	DET
alkej-205	39	34	l9	l9	PROPN
alkej-205	39	35	orthogonal	orthogonal	ADJ
alkej-205	39	36	array	array	NOUN
alkej-205	39	37	was	be	AUX
alkej-205	39	38	chosen	choose	VERB
alkej-205	39	39	as	as	SCONJ
alkej-205	39	40	shown	show	VERB
alkej-205	39	41	in	in	ADP
alkej-205	39	42	table	table	NOUN
alkej-205	39	43	3	3	NUM
alkej-205	39	44	.	.	PUNCT
alkej-205	40	1	the	the	DET
alkej-205	40	2	experiment	experiment	NOUN
alkej-205	40	3	consists	consist	VERB
alkej-205	40	4	of	of	ADP
alkej-205	40	5	9	9	NUM
alkej-205	40	6	tests	test	NOUN
alkej-205	40	7	(	(	PUNCT
alkej-205	40	8	each	each	DET
alkej-205	40	9	raw	raw	ADJ
alkej-205	40	10	in	in	ADP
alkej-205	40	11	the	the	DET
alkej-205	40	12	l9	l9	PROPN
alkej-205	40	13	orthogonal	orthogonal	ADJ
alkej-205	40	14	array	array	NOUN
alkej-205	40	15	)	)	PUNCT
alkej-205	40	16	and	and	CCONJ
alkej-205	40	17	the	the	DET
alkej-205	40	18	columns	column	NOUN
alkej-205	40	19	were	be	AUX
alkej-205	40	20	assigned	assign	VERB
alkej-205	40	21	abbas	abbas	PROPN
alkej-205	40	22	khammas	khammas	PROPN
alkej-205	40	23	hussein	hussein	PROPN
alkej-205	40	24	al	al	PROPN
alkej-205	40	25	-	-	PUNCT
alkej-205	40	26	khwarizmi	khwarizmi	PROPN
alkej-205	40	27	engineering	engineering	NOUN
alkej-205	40	28	journal	journal	PROPN
alkej-205	40	29	,	,	PUNCT
alkej-205	40	30	vol	vol	NOUN
alkej-205	40	31	.	.	PROPN
alkej-205	41	1	10	10	NUM
alkej-205	41	2	,	,	PUNCT
alkej-205	41	3	no	no	INTJ
alkej-205	41	4	.	.	NOUN
alkej-205	41	5	4	4	NUM
alkej-205	41	6	,	,	PUNCT
alkej-205	41	7	p.p	p.p	PROPN
alkej-205	41	8	.	.	PROPN
alkej-205	41	9	4554	4554	NUM
alkej-205	41	10	(	(	PUNCT
alkej-205	41	11	2014	2014	NUM
alkej-205	41	12	)	)	PUNCT
alkej-205	41	13	47	47	NUM
alkej-205	41	14	with	with	ADP
alkej-205	41	15	parameters	parameter	NOUN
alkej-205	41	16	)	)	PUNCT
alkej-205	41	17	.	.	PUNCT
alkej-205	42	1	the	the	DET
alkej-205	42	2	orthogonal	orthogonal	ADJ
alkej-205	42	3	array	array	NOUN
alkej-205	42	4	table	table	NOUN
alkej-205	42	5	in	in	ADP
alkej-205	42	6	the	the	DET
alkej-205	42	7	taguchi	taguchi	PROPN
alkej-205	42	8	design	design	NOUN
alkej-205	42	9	method	method	NOUN
alkej-205	42	10	was	be	AUX
alkej-205	42	11	applied	apply	VERB
alkej-205	42	12	to	to	PART
alkej-205	42	13	bpn	bpn	VERB
alkej-205	42	14	as	as	ADP
alkej-205	42	15	testing	test	VERB
alkej-205	42	16	data	datum	NOUN
alkej-205	42	17	.	.	PUNCT
alkej-205	43	1	bpn	bpn	PROPN
alkej-205	43	2	was	be	AUX
alkej-205	43	3	developed	develop	VERB
alkej-205	43	4	to	to	PART
alkej-205	43	5	predict	predict	VERB
alkej-205	43	6	the	the	DET
alkej-205	43	7	wear	wear	NOUN
alkej-205	43	8	rate	rate	NOUN
alkej-205	43	9	.	.	PUNCT
alkej-205	44	1	the	the	DET
alkej-205	44	2	optimum	optimum	ADJ
alkej-205	44	3	wear	wear	NOUN
alkej-205	44	4	-	-	PUNCT
alkej-205	44	5	parameter	parameter	NOUN
alkej-205	44	6	combination	combination	NOUN
alkej-205	44	7	was	be	AUX
alkej-205	44	8	obtained	obtain	VERB
alkej-205	44	9	by	by	ADP
alkej-205	44	10	using	use	VERB
alkej-205	44	11	an	an	DET
alkej-205	44	12	analysis	analysis	NOUN
alkej-205	44	13	of	of	ADP
alkej-205	44	14	the	the	DET
alkej-205	44	15	signal	signal	NOUN
alkej-205	44	16	-	-	PUNCT
alkej-205	44	17	to	to	ADP
alkej-205	44	18	-	-	PUNCT
alkej-205	44	19	noise	noise	NOUN
alkej-205	44	20	(	(	PUNCT
alkej-205	44	21	s	s	NOUN
alkej-205	44	22	/	/	SYM
alkej-205	44	23	n	n	CCONJ
alkej-205	44	24	)	)	PUNCT
alkej-205	44	25	ratio	ratio	NOUN
alkej-205	44	26	.	.	PUNCT
alkej-205	45	1	table	table	NOUN
alkej-205	45	2	3	3	NUM
alkej-205	45	3	,	,	PUNCT
alkej-205	45	4	l9	l9	PROPN
alkej-205	45	5	orthogonal	orthogonal	ADJ
alkej-205	45	6	array	array	NOUN
alkej-205	45	7	and	and	CCONJ
alkej-205	45	8	a	a	DET
alkej-205	45	9	neural	neural	ADJ
alkej-205	45	10	-	-	PUNCT
alkej-205	45	11	network	network	NOUN
alkej-205	45	12	training	training	NOUN
alkej-205	45	13	set	set	NOUN
alkej-205	45	14	.	.	PUNCT
alkej-205	46	1	the	the	DET
alkej-205	46	2	signal	signal	NOUN
alkej-205	46	3	-	-	PUNCT
alkej-205	46	4	to	to	ADP
alkej-205	46	5	-	-	PUNCT
alkej-205	46	6	noise	noise	NOUN
alkej-205	46	7	(	(	PUNCT
alkej-205	46	8	s	s	NOUN
alkej-205	46	9	/	/	SYM
alkej-205	46	10	n	n	CCONJ
alkej-205	46	11	)	)	PUNCT
alkej-205	46	12	ratio	ratio	NOUN
alkej-205	46	13	is	be	AUX
alkej-205	46	14	a	a	DET
alkej-205	46	15	measure	measure	NOUN
alkej-205	46	16	of	of	ADP
alkej-205	46	17	the	the	DET
alkej-205	46	18	magnitude	magnitude	NOUN
alkej-205	46	19	of	of	ADP
alkej-205	46	20	the	the	DET
alkej-205	46	21	data	datum	NOUN
alkej-205	46	22	set	set	VERB
alkej-205	46	23	relative	relative	ADJ
alkej-205	46	24	to	to	ADP
alkej-205	46	25	the	the	DET
alkej-205	46	26	standard	standard	ADJ
alkej-205	46	27	deviation	deviation	NOUN
alkej-205	46	28	.	.	PUNCT
alkej-205	47	1	if	if	SCONJ
alkej-205	47	2	the	the	DET
alkej-205	47	3	s	s	NOUN
alkej-205	47	4	/	/	SYM
alkej-205	47	5	n	n	PROPN
alkej-205	47	6	is	be	AUX
alkej-205	47	7	large	large	ADJ
alkej-205	47	8	,	,	PUNCT
alkej-205	47	9	the	the	DET
alkej-205	47	10	magnitude	magnitude	NOUN
alkej-205	47	11	of	of	ADP
alkej-205	47	12	the	the	DET
alkej-205	47	13	signal	signal	NOUN
alkej-205	47	14	is	be	AUX
alkej-205	47	15	large	large	ADJ
alkej-205	47	16	relative	relative	ADJ
alkej-205	47	17	to	to	ADP
alkej-205	47	18	the	the	DET
alkej-205	47	19	noise	noise	NOUN
alkej-205	47	20	,	,	PUNCT
alkej-205	47	21	as	as	SCONJ
alkej-205	47	22	measured	measure	VERB
alkej-205	47	23	with	with	ADP
alkej-205	47	24	the	the	DET
alkej-205	47	25	standard	standard	ADJ
alkej-205	47	26	deviation	deviation	NOUN
alkej-205	47	27	[	[	X
alkej-205	47	28	7,8	7,8	NUM
alkej-205	47	29	]	]	PUNCT
alkej-205	47	30	.	.	PUNCT
alkej-205	48	1	there	there	PRON
alkej-205	48	2	are	be	VERB
alkej-205	48	3	several	several	ADJ
alkej-205	48	4	s	s	NOUN
alkej-205	48	5	/	/	SYM
alkej-205	48	6	n	n	PRON
alkej-205	48	7	ratios	ratio	NOUN
alkej-205	48	8	available	available	ADJ
alkej-205	48	9	depending	depend	VERB
alkej-205	48	10	on	on	ADP
alkej-205	48	11	the	the	DET
alkej-205	48	12	types	type	NOUN
alkej-205	48	13	of	of	ADP
alkej-205	48	14	characteristics	characteristic	NOUN
alkej-205	48	15	.	.	PUNCT
alkej-205	49	1	the	the	DET
alkej-205	49	2	nominal	nominal	ADJ
alkej-205	49	3	ratio	ratio	NOUN
alkej-205	49	4	is	be	AUX
alkej-205	49	5	the	the	DET
alkej-205	49	6	best	good	ADJ
alkej-205	49	7	,	,	PUNCT
alkej-205	49	8	higher	high	ADJ
alkej-205	49	9	is	be	AUX
alkej-205	49	10	better	well	ADJ
alkej-205	49	11	and	and	CCONJ
alkej-205	49	12	lower	low	ADJ
alkej-205	49	13	is	be	AUX
alkej-205	49	14	better	well	ADJ
alkej-205	49	15	[	[	X
alkej-205	49	16	8	8	NUM
alkej-205	49	17	]	]	PUNCT
alkej-205	49	18	.	.	PUNCT
alkej-205	50	1	we	we	PRON
alkej-205	50	2	would	would	AUX
alkej-205	50	3	select	select	VERB
alkej-205	50	4	the	the	DET
alkej-205	50	5	s	s	NOUN
alkej-205	50	6	/	/	SYM
alkej-205	50	7	n	n	PROPN
alkej-205	50	8	if	if	SCONJ
alkej-205	50	9	the	the	DET
alkej-205	50	10	system	system	NOUN
alkej-205	50	11	is	be	AUX
alkej-205	50	12	optimized	optimize	VERB
alkej-205	50	13	when	when	SCONJ
alkej-205	50	14	the	the	DET
alkej-205	50	15	response	response	NOUN
alkej-205	50	16	is	be	AUX
alkej-205	50	17	as	as	ADV
alkej-205	50	18	small	small	ADJ
alkej-205	50	19	as	as	ADP
alkej-205	50	20	possible	possible	ADJ
alkej-205	50	21	.	.	PUNCT
alkej-205	51	1	the	the	DET
alkej-205	51	2	s	s	NOUN
alkej-205	51	3	/	/	SYM
alkej-205	51	4	n	n	NOUN
alkej-205	51	5	ratio	ratio	NOUN
alkej-205	51	6	for	for	ADP
alkej-205	51	7	the	the	DET
alkej-205	51	8	lb	lb	X
alkej-205	51	9	(	(	PUNCT
alkej-205	51	10	lower	low	ADJ
alkej-205	51	11	is	be	AUX
alkej-205	51	12	better	well	ADJ
alkej-205	51	13	)	)	PUNCT
alkej-205	51	14	characteristic	characteristic	NOUN
alkej-205	51	15	is	be	AUX
alkej-205	51	16	calculated	calculate	VERB
alkej-205	51	17	by	by	ADP
alkej-205	51	18	using	use	VERB
alkej-205	51	19	the	the	DET
alkej-205	51	20	following	follow	VERB
alkej-205	51	21	equations	equation	NOUN
alkej-205	51	22	[	[	X
alkej-205	51	23	9	9	NUM
alkej-205	51	24	]	]	X
alkej-205	51	25	:	:	PUNCT
alkej-205	52	1	𝐿𝑗	𝐿𝑗	PROPN
alkej-205	52	2	=	=	SYM
alkej-205	52	3	1	1	NUM
alkej-205	52	4	𝑛	𝑛	PRON
alkej-205	52	5	𝑦𝑖	𝑦𝑖	NUM
alkej-205	52	6	2	2	NUM
alkej-205	52	7	…	…	SYM
alkej-205	52	8	1	1	NUM
alkej-205	52	9	𝑛	𝑛	PRON
alkej-205	52	10	𝑘=1	𝑘=1	NOUN
alkej-205	52	11	𝜂𝑗	𝜂𝑗	NOUN
alkej-205	52	12	=	=	PUNCT
alkej-205	52	13	−10𝑙𝑜𝑔𝐿𝑗	−10𝑙𝑜𝑔𝐿𝑗	PROPN
alkej-205	52	14	…	…	PUNCT
alkej-205	52	15	(	(	PUNCT
alkej-205	52	16	2	2	X
alkej-205	52	17	)	)	PUNCT
alkej-205	52	18	where	where	SCONJ
alkej-205	52	19	𝑦𝑖	𝑦𝑖	PROPN
alkej-205	52	20	is	be	AUX
alkej-205	52	21	the	the	DET
alkej-205	52	22	response	response	NOUN
alkej-205	52	23	value	value	NOUN
alkej-205	52	24	,	,	PUNCT
alkej-205	53	1	𝐿𝑗	𝐿𝑗	PROPN
alkej-205	53	2	is	be	AUX
alkej-205	53	3	the	the	DET
alkej-205	53	4	loss	loss	NOUN
alkej-205	53	5	function	function	NOUN
alkej-205	53	6	and	and	CCONJ
alkej-205	53	7	𝜂𝑗	𝜂𝑗	NOUN
alkej-205	53	8	is	be	AUX
alkej-205	53	9	the	the	DET
alkej-205	53	10	s	s	PROPN
alkej-205	53	11	/	/	SYM
alkej-205	53	12	n	n	PRON
alkej-205	53	13	ratio	ratio	NOUN
alkej-205	53	14	.	.	PUNCT
alkej-205	54	1	3	3	X
alkej-205	54	2	.	.	X
alkej-205	54	3	statistical	statistical	ADJ
alkej-205	54	4	analysis	analysis	NOUN
alkej-205	54	5	the	the	DET
alkej-205	54	6	results	result	NOUN
alkej-205	54	7	of	of	ADP
alkej-205	54	8	the	the	DET
alkej-205	54	9	experiments	experiment	NOUN
alkej-205	54	10	were	be	AUX
alkej-205	54	11	evaluated	evaluate	VERB
alkej-205	54	12	by	by	ADP
alkej-205	54	13	the	the	DET
alkej-205	54	14	analysis	analysis	NOUN
alkej-205	54	15	of	of	ADP
alkej-205	54	16	variance	variance	NOUN
alkej-205	54	17	(	(	PUNCT
alkej-205	54	18	anova	anova	PROPN
alkej-205	54	19	)	)	PUNCT
alkej-205	54	20	.	.	PUNCT
alkej-205	55	1	the	the	DET
alkej-205	55	2	main	main	ADJ
alkej-205	55	3	objective	objective	NOUN
alkej-205	55	4	of	of	ADP
alkej-205	55	5	the	the	DET
alkej-205	55	6	analysis	analysis	NOUN
alkej-205	55	7	was	be	AUX
alkej-205	55	8	to	to	PART
alkej-205	55	9	determine	determine	VERB
alkej-205	55	10	the	the	DET
alkej-205	55	11	influence	influence	NOUN
alkej-205	55	12	of	of	ADP
alkej-205	55	13	every	every	DET
alkej-205	55	14	parameter	parameter	NOUN
alkej-205	55	15	on	on	ADP
alkej-205	55	16	the	the	DET
alkej-205	55	17	variance	variance	NOUN
alkej-205	55	18	of	of	ADP
alkej-205	55	19	results	result	NOUN
alkej-205	55	20	,	,	PUNCT
alkej-205	55	21	regarding	regard	VERB
alkej-205	55	22	the	the	DET
alkej-205	55	23	total	total	ADJ
alkej-205	55	24	variance	variance	NOUN
alkej-205	55	25	of	of	ADP
alkej-205	55	26	all	all	DET
alkej-205	55	27	the	the	DET
alkej-205	55	28	parameters	parameter	NOUN
alkej-205	55	29	.	.	PUNCT
alkej-205	56	1	this	this	PRON
alkej-205	56	2	is	be	AUX
alkej-205	56	3	defined	define	VERB
alkej-205	56	4	by	by	ADP
alkej-205	56	5	the	the	DET
alkej-205	56	6	sum	sum	NOUN
alkej-205	56	7	of	of	ADP
alkej-205	56	8	squares	square	NOUN
alkej-205	56	9	.	.	PUNCT
alkej-205	57	1	the	the	DET
alkej-205	57	2	calculation	calculation	NOUN
alkej-205	57	3	of	of	ADP
alkej-205	57	4	anova	anova	PROPN
alkej-205	57	5	was	be	AUX
alkej-205	57	6	made	make	VERB
alkej-205	57	7	on	on	ADP
alkej-205	57	8	the	the	DET
alkej-205	57	9	basis	basis	NOUN
alkej-205	57	10	of	of	ADP
alkej-205	57	11	the	the	DET
alkej-205	57	12	recommendations	recommendation	NOUN
alkej-205	57	13	in	in	ADP
alkej-205	57	14	[	[	X
alkej-205	57	15	8	8	NUM
alkej-205	57	16	]	]	SYM
alkej-205	57	17	:	:	PUNCT
alkej-205	58	1	𝑆𝑆	𝑆𝑆	PROPN
alkej-205	58	2	=	=	SYM
alkej-205	58	3	𝑦𝑖	𝑦𝑖	PROPN
alkej-205	58	4	−	−	PROPN
alkej-205	58	5	𝑦	𝑦	NOUN
alkej-205	58	6	2	2	NUM
alkej-205	58	7	𝑁	𝑁	PROPN
alkej-205	58	8	𝑖=1	𝑖=1	PUNCT
alkej-205	58	9	=	=	SYM
alkej-205	58	10	𝑦𝑖	𝑦𝑖	ADP
alkej-205	58	11	2	2	NUM
alkej-205	58	12	−	−	PROPN
alkej-205	58	13	𝐶𝐹	𝐶𝐹	PROPN
alkej-205	58	14	…	…	PUNCT
alkej-205	58	15	(	(	PUNCT
alkej-205	58	16	3	3	X
alkej-205	58	17	)	)	PUNCT
alkej-205	58	18	𝑁	𝑁	PROPN
alkej-205	58	19	𝑖=1	𝑖=1	PROPN
alkej-205	58	20	𝐶𝐹	𝐶𝐹	PROPN
alkej-205	58	21	=	=	SYM
alkej-205	58	22	𝑇2	𝑇2	NOUN
alkej-205	58	23	𝑁	𝑁	PROPN
alkej-205	58	24	…	…	PUNCT
alkej-205	58	25	(	(	PUNCT
alkej-205	58	26	4	4	NUM
alkej-205	58	27	)	)	PUNCT
alkej-205	58	28	to	to	PART
alkej-205	58	29	calculate	calculate	VERB
alkej-205	58	30	the	the	DET
alkej-205	58	31	effect	effect	NOUN
alkej-205	58	32	of	of	ADP
alkej-205	58	33	an	an	DET
alkej-205	58	34	individual	individual	ADJ
alkej-205	58	35	parameter	parameter	NOUN
alkej-205	58	36	on	on	ADP
alkej-205	58	37	the	the	DET
alkej-205	58	38	variance	variance	NOUN
alkej-205	58	39	a	a	DET
alkej-205	58	40	more	more	ADV
alkej-205	58	41	useful	useful	ADJ
alkej-205	58	42	equation	equation	NOUN
alkej-205	58	43	is	be	AUX
alkej-205	58	44	used	use	VERB
alkej-205	58	45	:	:	PUNCT
alkej-205	58	46	𝑆𝑆𝐴	𝑆𝑆𝐴	PROPN
alkej-205	58	47	=	=	SYM
alkej-205	58	48	𝐴1	𝐴1	PROPN
alkej-205	58	49	2	2	NUM
alkej-205	58	50	𝑁𝐴1	𝑁𝐴1	NOUN
alkej-205	58	51	+	+	CCONJ
alkej-205	58	52	𝐴2	𝐴2	PROPN
alkej-205	58	53	2	2	NUM
alkej-205	58	54	𝑁𝐴2	𝑁𝐴2	PROPN
alkej-205	58	55	+	+	CCONJ
alkej-205	58	56	⋯	⋯	PROPN
alkej-205	58	57	+	+	CCONJ
alkej-205	58	58	𝐴𝑛	𝐴𝑛	PROPN
alkej-205	58	59	2	2	NUM
alkej-205	58	60	𝑁𝐴𝑛	𝑁𝐴𝑛	NOUN
alkej-205	59	1	−	−	NOUN
alkej-205	59	2	𝑇2	𝑇2	NOUN
alkej-205	59	3	𝑁	𝑁	PROPN
alkej-205	59	4	…	…	PUNCT
alkej-205	59	5	(	(	PUNCT
alkej-205	59	6	5	5	X
alkej-205	59	7	)	)	PUNCT
alkej-205	59	8	the	the	DET
alkej-205	59	9	following	follow	VERB
alkej-205	59	10	equations	equation	NOUN
alkej-205	59	11	are	be	AUX
alkej-205	59	12	also	also	ADV
alkej-205	59	13	needed	need	VERB
alkej-205	59	14	for	for	ADP
alkej-205	59	15	the	the	DET
alkej-205	59	16	calculations	calculation	NOUN
alkej-205	59	17	:	:	PUNCT
alkej-205	59	18	𝑀𝑆𝐴	𝑀𝑆𝐴	PROPN
alkej-205	59	19	=	=	SYM
alkej-205	59	20	𝑆𝑆𝐴	𝑆𝑆𝐴	PROPN
alkej-205	59	21	𝑓𝐴	𝑓𝐴	NOUN
alkej-205	59	22	…	…	PUNCT
alkej-205	59	23	(	(	PUNCT
alkej-205	59	24	6	6	X
alkej-205	59	25	)	)	PUNCT
alkej-205	59	26	𝐹𝐴	𝐹𝐴	NOUN
alkej-205	59	27	=	=	SYM
alkej-205	59	28	𝑀𝑆	𝑀𝑆	PROPN
alkej-205	59	29	𝐸	𝐸	PROPN
alkej-205	59	30	…	…	PUNCT
alkej-205	59	31	(	(	PUNCT
alkej-205	59	32	7	7	X
alkej-205	59	33	)	)	PUNCT
alkej-205	59	34	𝑃𝐴	𝑃𝐴	PROPN
alkej-205	59	35	=	=	SYM
alkej-205	59	36	𝑆𝑆𝐴	𝑆𝑆𝐴	PROPN
alkej-205	59	37	𝑆𝑆	𝑆𝑆	PROPN
alkej-205	59	38	×	×	NOUN
alkej-205	59	39	100	100	NUM
alkej-205	59	40	…	…	PUNCT
alkej-205	59	41	(	(	PUNCT
alkej-205	59	42	8)	8)	NUM
alkej-205	59	43	where	where	SCONJ
alkej-205	59	44	:	:	PUNCT
alkej-205	59	45	ss	ss	NOUN
alkej-205	59	46	:	:	PUNCT
alkej-205	59	47	sum	sum	NOUN
alkej-205	59	48	of	of	ADP
alkej-205	59	49	squares	square	NOUN
alkej-205	59	50	.	.	PUNCT
alkej-205	60	1	𝑦𝑖	𝑦𝑖	NOUN
alkej-205	60	2	:	:	PUNCT
alkej-205	60	3	value	value	NOUN
alkej-205	60	4	of	of	ADP
alkej-205	60	5	each	each	DET
alkej-205	60	6	results	result	NOUN
alkej-205	60	7	.	.	PUNCT
alkej-205	61	1	cf	cf	NOUN
alkej-205	61	2	:	:	PUNCT
alkej-205	61	3	correction	correction	NOUN
alkej-205	61	4	factor	factor	NOUN
alkej-205	61	5	.	.	PUNCT
alkej-205	62	1	t	t	PROPN
alkej-205	62	2	:	:	PUNCT
alkej-205	62	3	the	the	DET
alkej-205	62	4	sum	sum	NOUN
alkej-205	62	5	of	of	ADP
alkej-205	62	6	all	all	DET
alkej-205	62	7	results	result	NOUN
alkej-205	62	8	.	.	PUNCT
alkej-205	63	1	n	n	CCONJ
alkej-205	63	2	:	:	PUNCT
alkej-205	63	3	the	the	DET
alkej-205	63	4	total	total	ADJ
alkej-205	63	5	number	number	NOUN
alkej-205	63	6	of	of	ADP
alkej-205	63	7	results	result	NOUN
alkej-205	63	8	.	.	PUNCT
alkej-205	64	1	𝐴1	𝐴1	PROPN
alkej-205	64	2	:	:	PUNCT
alkej-205	64	3	the	the	DET
alkej-205	64	4	sum	sum	NOUN
alkej-205	64	5	of	of	ADP
alkej-205	64	6	results	result	NOUN
alkej-205	64	7	(	(	PUNCT
alkej-205	64	8	𝑦𝑖	𝑦𝑖	NOUN
alkej-205	64	9	)	)	PUNCT
alkej-205	64	10	where	where	SCONJ
alkej-205	64	11	parameter	parameter	NOUN
alkej-205	64	12	(	(	PUNCT
alkej-205	64	13	𝐴1	𝐴1	PROPN
alkej-205	64	14	)	)	PUNCT
alkej-205	64	15	is	be	AUX
alkej-205	64	16	present	present	ADJ
alkej-205	64	17	.	.	PUNCT
alkej-205	65	1	𝑁𝐴1	𝑁𝐴1	NOUN
alkej-205	65	2	:	:	PUNCT
alkej-205	65	3	number	number	NOUN
alkej-205	65	4	of	of	ADP
alkej-205	65	5	experiments	experiment	NOUN
alkej-205	65	6	where	where	SCONJ
alkej-205	65	7	parameter	parameter	NOUN
alkej-205	65	8	(	(	PUNCT
alkej-205	65	9	𝐴1	𝐴1	PROPN
alkej-205	65	10	)	)	PUNCT
alkej-205	65	11	is	be	AUX
alkej-205	65	12	present	present	ADJ
alkej-205	65	13	.	.	PUNCT
alkej-205	66	1	msa	msa	PROPN
alkej-205	66	2	:	:	PUNCT
alkej-205	66	3	mean	mean	PROPN
alkej-205	66	4	square	square	PROPN
alkej-205	66	5	where	where	SCONJ
alkej-205	66	6	parameter	parameter	NOUN
alkej-205	66	7	(	(	PUNCT
alkej-205	66	8	𝐴1	𝐴1	PROPN
alkej-205	66	9	)	)	PUNCT
alkej-205	66	10	is	be	AUX
alkej-205	66	11	present	present	ADJ
alkej-205	66	12	.	.	PUNCT
alkej-205	67	1	𝑓𝐴	𝑓𝐴	NOUN
alkej-205	67	2	:	:	PUNCT
alkej-205	67	3	degree	degree	NOUN
alkej-205	67	4	of	of	ADP
alkej-205	67	5	freedom	freedom	NOUN
alkej-205	67	6	of	of	ADP
alkej-205	67	7	factor	factor	NOUN
alkej-205	67	8	a	a	PRON
alkej-205	67	9	.	.	PUNCT
alkej-205	68	1	𝐹𝐴	𝐹𝐴	NOUN
alkej-205	68	2	:	:	PUNCT
alkej-205	68	3	f	f	PROPN
alkej-205	68	4	ratio	ratio	NOUN
alkej-205	68	5	.	.	PUNCT
alkej-205	69	1	𝑃𝐴	𝑃𝐴	PROPN
alkej-205	69	2	:	:	PUNCT
alkej-205	69	3	percentage	percentage	NOUN
alkej-205	69	4	of	of	ADP
alkej-205	69	5	contribution	contribution	NOUN
alkej-205	69	6	for	for	ADP
alkej-205	69	7	factor	factor	NOUN
alkej-205	69	8	a	a	PRON
alkej-205	69	9	.	.	PUNCT
alkej-205	70	1	abbas	abbas	PROPN
alkej-205	70	2	khammas	khammas	PROPN
alkej-205	70	3	hussein	hussein	PROPN
alkej-205	70	4	al	al	PROPN
alkej-205	70	5	-	-	PUNCT
alkej-205	70	6	khwarizmi	khwarizmi	PROPN
alkej-205	70	7	engineering	engineering	NOUN
alkej-205	70	8	journal	journal	PROPN
alkej-205	70	9	,	,	PUNCT
alkej-205	70	10	vol	vol	NOUN
alkej-205	70	11	.	.	PROPN
alkej-205	70	12	10	10	NUM
alkej-205	70	13	,	,	PUNCT
alkej-205	70	14	no	no	INTJ
alkej-205	70	15	.	.	NOUN
alkej-205	70	16	4	4	NUM
alkej-205	70	17	,	,	PUNCT
alkej-205	70	18	p.p	p.p	PROPN
alkej-205	70	19	.	.	PROPN
alkej-205	70	20	4554	4554	NUM
alkej-205	70	21	(	(	PUNCT
alkej-205	70	22	2014	2014	NUM
alkej-205	70	23	)	)	PUNCT
alkej-205	70	24	48	48	NUM
alkej-205	70	25	the	the	DET
alkej-205	70	26	degree	degree	NOUN
alkej-205	70	27	of	of	ADP
alkej-205	70	28	freedom	freedom	NOUN
alkej-205	70	29	are	be	AUX
alkej-205	70	30	an	an	DET
alkej-205	70	31	important	important	ADJ
alkej-205	70	32	part	part	NOUN
alkej-205	70	33	of	of	ADP
alkej-205	70	34	the	the	DET
alkej-205	70	35	statistical	statistical	ADJ
alkej-205	70	36	analysis	analysis	NOUN
alkej-205	70	37	because	because	SCONJ
alkej-205	70	38	they	they	PRON
alkej-205	70	39	provide	provide	VERB
alkej-205	70	40	us	we	PRON
alkej-205	70	41	with	with	ADP
alkej-205	70	42	additional	additional	ADJ
alkej-205	70	43	information	information	NOUN
alkej-205	70	44	about	about	ADP
alkej-205	70	45	the	the	DET
alkej-205	70	46	process	process	NOUN
alkej-205	70	47	.	.	PUNCT
alkej-205	71	1	the	the	DET
alkej-205	71	2	degree	degree	NOUN
alkej-205	71	3	of	of	ADP
alkej-205	71	4	freedom	freedom	NOUN
alkej-205	71	5	for	for	ADP
alkej-205	71	6	the	the	DET
alkej-205	71	7	taguchi	taguchi	PROPN
alkej-205	71	8	array	array	PROPN
alkej-205	71	9	is	be	AUX
alkej-205	71	10	defined	define	VERB
alkej-205	71	11	as	as	SCONJ
alkej-205	71	12	follows	follow	VERB
alkej-205	71	13	[	[	X
alkej-205	71	14	9	9	NUM
alkej-205	71	15	]	]	SYM
alkej-205	71	16	:	:	PUNCT
alkej-205	71	17	dof	dof	NOUN
alkej-205	71	18	parameter	parameter	NOUN
alkej-205	71	19	=	=	NOUN
alkej-205	71	20	number	number	NOUN
alkej-205	71	21	of	of	ADP
alkej-205	71	22	factor	factor	NOUN
alkej-205	71	23	levels-1	levels-1	PRON
alkej-205	71	24	dof	dof	ADJ
alkej-205	71	25	experiment=	experiment=	ADJ
alkej-205	71	26	number	number	NOUN
alkej-205	71	27	of	of	ADP
alkej-205	71	28	results-1	results-1	NUM
alkej-205	71	29	dof	dof	NOUN
alkej-205	71	30	error	error	NOUN
alkej-205	71	31	=	=	NOUN
alkej-205	71	32	number	number	NOUN
alkej-205	71	33	of	of	ADP
alkej-205	71	34	all	all	DET
alkej-205	71	35	dofs	dof	NOUN
alkej-205	71	36	-	-	PUNCT
alkej-205	71	37	number	number	NOUN
alkej-205	71	38	of	of	ADP
alkej-205	71	39	dofs	dof	NOUN
alkej-205	71	40	of	of	ADP
alkej-205	71	41	all	all	DET
alkej-205	71	42	parameters	parameter	NOUN
alkej-205	71	43	.	.	PUNCT
alkej-205	72	1	4	4	X
alkej-205	72	2	.	.	X
alkej-205	72	3	experimental	experimental	ADJ
alkej-205	72	4	results	result	NOUN
alkej-205	72	5	and	and	CCONJ
alkej-205	72	6	data	datum	NOUN
alkej-205	72	7	analysis	analysis	NOUN
alkej-205	72	8	a	a	DET
alkej-205	72	9	neural	neural	ADJ
alkej-205	72	10	network	network	NOUN
alkej-205	72	11	based	base	VERB
alkej-205	72	12	on	on	ADP
alkej-205	72	13	back	back	ADJ
alkej-205	72	14	propagation	propagation	NOUN
alkej-205	72	15	is	be	AUX
alkej-205	72	16	a	a	DET
alkej-205	72	17	multilayered	multilayered	ADJ
alkej-205	72	18	architecture	architecture	NOUN
alkej-205	72	19	made	make	VERB
alkej-205	72	20	up	up	ADP
alkej-205	72	21	of	of	ADP
alkej-205	72	22	one	one	NUM
alkej-205	72	23	or	or	CCONJ
alkej-205	72	24	more	more	ADV
alkej-205	72	25	hidden	hidden	ADJ
alkej-205	72	26	layers	layer	NOUN
alkej-205	72	27	placed	place	VERB
alkej-205	72	28	between	between	ADP
alkej-205	72	29	the	the	DET
alkej-205	72	30	input	input	NOUN
alkej-205	72	31	and	and	CCONJ
alkej-205	72	32	output	output	NOUN
alkej-205	72	33	layers	layer	NOUN
alkej-205	72	34	[	[	X
alkej-205	72	35	10	10	NUM
alkej-205	72	36	]	]	PUNCT
alkej-205	72	37	.	.	PUNCT
alkej-205	73	1	the	the	DET
alkej-205	73	2	components	component	NOUN
alkej-205	73	3	of	of	ADP
alkej-205	73	4	the	the	DET
alkej-205	73	5	input	input	NOUN
alkej-205	73	6	pattern	pattern	NOUN
alkej-205	73	7	consisted	consist	VERB
alkej-205	73	8	of	of	ADP
alkej-205	73	9	the	the	DET
alkej-205	73	10	control	control	NOUN
alkej-205	73	11	variables	variable	NOUN
alkej-205	73	12	of	of	ADP
alkej-205	73	13	applied	applied	ADJ
alkej-205	73	14	load	load	NOUN
alkej-205	73	15	,	,	PUNCT
alkej-205	73	16	sliding	slide	VERB
alkej-205	73	17	speed	speed	NOUN
alkej-205	73	18	and	and	CCONJ
alkej-205	73	19	sliding	slide	VERB
alkej-205	73	20	distance	distance	NOUN
alkej-205	73	21	whereas	whereas	SCONJ
alkej-205	73	22	the	the	DET
alkej-205	73	23	output	output	NOUN
alkej-205	73	24	pattern	pattern	NOUN
alkej-205	73	25	component	component	NOUN
alkej-205	73	26	represented	represent	VERB
alkej-205	73	27	the	the	DET
alkej-205	73	28	wear	wear	NOUN
alkej-205	73	29	rate	rate	NOUN
alkej-205	73	30	.	.	PUNCT
alkej-205	74	1	table	table	NOUN
alkej-205	74	2	3	3	NUM
alkej-205	74	3	shows	show	VERB
alkej-205	74	4	a	a	DET
alkej-205	74	5	taguchi	taguchi	PROPN
alkej-205	74	6	l9	l9	PROPN
alkej-205	74	7	orthogonal	orthogonal	NOUN
alkej-205	74	8	-	-	PUNCT
alkej-205	74	9	array	array	NOUN
alkej-205	74	10	plan	plan	NOUN
alkej-205	74	11	of	of	ADP
alkej-205	74	12	the	the	DET
alkej-205	74	13	experiment	experiment	NOUN
alkej-205	74	14	and	and	CCONJ
alkej-205	74	15	a	a	DET
alkej-205	74	16	training	training	NOUN
alkej-205	74	17	set	set	NOUN
alkej-205	74	18	for	for	ADP
alkej-205	74	19	the	the	DET
alkej-205	74	20	neural	neural	ADJ
alkej-205	74	21	-	-	PUNCT
alkej-205	74	22	network	network	NOUN
alkej-205	74	23	application	application	NOUN
alkej-205	74	24	.	.	PUNCT
alkej-205	75	1	the	the	DET
alkej-205	75	2	orthogonal	orthogonal	ADJ
alkej-205	75	3	-	-	PUNCT
alkej-205	75	4	array	array	NOUN
alkej-205	75	5	table	table	NOUN
alkej-205	75	6	used	use	VERB
alkej-205	75	7	in	in	ADP
alkej-205	75	8	the	the	DET
alkej-205	75	9	taguchi	taguchi	PROPN
alkej-205	75	10	design	design	NOUN
alkej-205	75	11	method	method	NOUN
alkej-205	75	12	was	be	AUX
alkej-205	75	13	applied	apply	VERB
alkej-205	75	14	to	to	PART
alkej-205	75	15	bpn	bpn	VERB
alkej-205	75	16	as	as	ADP
alkej-205	75	17	testing	test	VERB
alkej-205	75	18	data	datum	NOUN
alkej-205	75	19	.the	.the	PRON
alkej-205	76	1	network	network	NOUN
alkej-205	76	2	structure	structure	NOUN
alkej-205	76	3	was	be	AUX
alkej-205	76	4	selected	select	VERB
alkej-205	76	5	to	to	PART
alkej-205	76	6	be	be	AUX
alkej-205	76	7	the	the	DET
alkej-205	76	8	3:4:1	3:4:1	NUM
alkej-205	76	9	type	type	NOUN
alkej-205	76	10	.the	.the	PRON
alkej-205	76	11	used	use	VERB
alkej-205	76	12	bnp	bnp	PROPN
alkej-205	76	13	model	model	NOUN
alkej-205	76	14	is	be	AUX
alkej-205	76	15	shown	show	VERB
alkej-205	76	16	in	in	ADP
alkej-205	76	17	figure	figure	NOUN
alkej-205	76	18	2	2	NUM
alkej-205	76	19	.	.	PUNCT
alkej-205	76	20	fig	fig	NOUN
alkej-205	76	21	.	.	PUNCT
alkej-205	77	1	2	2	NUM
alkej-205	77	2	.	.	X
alkej-205	77	3	3:4:1	3:4:1	NUM
alkej-205	77	4	(	(	PUNCT
alkej-205	77	5	3	3	NUM
alkej-205	77	6	inputs	input	NOUN
alkej-205	77	7	,	,	PUNCT
alkej-205	77	8	1	1	NUM
alkej-205	77	9	hidden	hide	VERB
alkej-205	77	10	layer	layer	NOUN
alkej-205	77	11	with	with	ADP
alkej-205	77	12	4	4	NUM
alkej-205	77	13	neurons	neuron	NOUN
alkej-205	77	14	and	and	CCONJ
alkej-205	77	15	1	1	NUM
alkej-205	77	16	output	output	NOUN
alkej-205	77	17	)	)	PUNCT
alkej-205	77	18	type	type	NOUN
alkej-205	77	19	of	of	ADP
alkej-205	77	20	the	the	DET
alkej-205	77	21	bpn	bpn	ADJ
alkej-205	77	22	algorithm	algorithm	NOUN
alkej-205	77	23	used	use	VERB
alkej-205	77	24	for	for	ADP
alkej-205	77	25	modeling	modeling	NOUN
alkej-205	77	26	.	.	PUNCT
alkej-205	78	1	the	the	DET
alkej-205	78	2	testing	testing	NOUN
alkej-205	78	3	validity	validity	NOUN
alkej-205	78	4	of	of	ADP
alkej-205	78	5	the	the	DET
alkej-205	78	6	regression	regression	NOUN
alkej-205	78	7	analysis	analysis	NOUN
alkej-205	78	8	and	and	CCONJ
alkej-205	78	9	the	the	DET
alkej-205	78	10	neural	neural	ADJ
alkej-205	78	11	network	network	NOUN
alkej-205	78	12	results	result	NOUN
alkej-205	78	13	was	be	AUX
alkej-205	78	14	achieved	achieve	VERB
alkej-205	78	15	by	by	ADP
alkej-205	78	16	using	use	VERB
alkej-205	78	17	the	the	DET
alkej-205	78	18	input	input	NOUN
alkej-205	78	19	parameters	parameter	NOUN
alkej-205	78	20	according	accord	VERB
alkej-205	78	21	to	to	ADP
alkej-205	78	22	the	the	DET
alkej-205	78	23	design	design	NOUN
alkej-205	78	24	matrix	matrix	NOUN
alkej-205	78	25	given	give	VERB
alkej-205	78	26	in	in	ADP
alkej-205	78	27	table	table	NOUN
alkej-205	78	28	4	4	NUM
alkej-205	78	29	the	the	DET
alkej-205	78	30	performance	performance	NOUN
alkej-205	78	31	of	of	ADP
alkej-205	78	32	each	each	DET
alkej-205	78	33	bpn	bpn	NOUN
alkej-205	78	34	was	be	AUX
alkej-205	78	35	calculated	calculate	VERB
alkej-205	78	36	with	with	ADP
alkej-205	78	37	the	the	DET
alkej-205	78	38	absolute	absolute	ADJ
alkej-205	78	39	error	error	NOUN
alkej-205	78	40	(	(	PUNCT
alkej-205	78	41	%	%	NOUN
alkej-205	78	42	)	)	PUNCT
alkej-205	78	43	of	of	ADP
alkej-205	78	44	the	the	DET
alkej-205	78	45	tested	test	VERB
alkej-205	78	46	subset	subset	NOUN
alkej-205	78	47	using	use	VERB
alkej-205	78	48	matlab	matlab	PROPN
alkej-205	78	49	toolbox	toolbox	NOUN
alkej-205	78	50	of	of	ADP
alkej-205	78	51	neural	neural	ADJ
alkej-205	78	52	network	network	NOUN
alkej-205	78	53	.	.	PUNCT
alkej-205	79	1	the	the	DET
alkej-205	79	2	average	average	ADJ
alkej-205	79	3	absolute	absolute	ADJ
alkej-205	79	4	error	error	NOUN
alkej-205	79	5	(	(	PUNCT
alkej-205	79	6	%	%	INTJ
alkej-205	79	7	)	)	PUNCT
alkej-205	79	8	was	be	AUX
alkej-205	79	9	calculated	calculate	VERB
alkej-205	79	10	as	as	ADP
alkej-205	79	11	1.02	1.02	NUM
alkej-205	79	12	%	%	NOUN
alkej-205	79	13	.	.	PUNCT
alkej-205	80	1	the	the	DET
alkej-205	80	2	wear	wear	NOUN
alkej-205	80	3	rate	rate	NOUN
alkej-205	80	4	can	can	AUX
alkej-205	80	5	be	be	AUX
alkej-205	80	6	predicted	predict	VERB
alkej-205	80	7	in	in	ADP
alkej-205	80	8	a	a	DET
alkej-205	80	9	quick	quick	ADJ
alkej-205	80	10	and	and	CCONJ
alkej-205	80	11	accurate	accurate	ADJ
alkej-205	80	12	manner	manner	NOUN
alkej-205	80	13	,	,	PUNCT
alkej-205	80	14	the	the	DET
alkej-205	80	15	bpn	bpn	NOUN
alkej-205	80	16	results	result	NOUN
alkej-205	80	17	show	show	VERB
alkej-205	80	18	that	that	SCONJ
alkej-205	80	19	the	the	DET
alkej-205	80	20	predicted	predict	VERB
alkej-205	80	21	values	value	NOUN
alkej-205	80	22	were	be	AUX
alkej-205	80	23	very	very	ADV
alkej-205	80	24	close	close	ADJ
alkej-205	80	25	to	to	ADP
alkej-205	80	26	the	the	DET
alkej-205	80	27	experimental	experimental	ADJ
alkej-205	80	28	values	value	NOUN
alkej-205	80	29	.	.	PUNCT
alkej-205	81	1	the	the	DET
alkej-205	81	2	value	value	NOUN
alkej-205	81	3	of	of	ADP
alkej-205	81	4	the	the	DET
alkej-205	81	5	multiple	multiple	ADJ
alkej-205	81	6	coefficients	coefficient	NOUN
alkej-205	81	7	r	r	NOUN
alkej-205	81	8	2	2	NUM
alkej-205	81	9	is	be	AUX
alkej-205	81	10	0.9441	0.9441	NUM
alkej-205	81	11	,	,	PUNCT
alkej-205	81	12	which	which	PRON
alkej-205	81	13	means	mean	VERB
alkej-205	81	14	that	that	SCONJ
alkej-205	81	15	the	the	DET
alkej-205	81	16	explanatory	explanatory	ADJ
alkej-205	81	17	variables	variable	NOUN
alkej-205	81	18	explain	explain	VERB
alkej-205	81	19	94.41	94.41	NUM
alkej-205	81	20	%	%	NOUN
alkej-205	81	21	of	of	ADP
alkej-205	81	22	the	the	DET
alkej-205	81	23	variability	variability	NOUN
alkej-205	81	24	in	in	ADP
alkej-205	81	25	the	the	DET
alkej-205	81	26	response	response	NOUN
alkej-205	81	27	variable	variable	NOUN
alkej-205	81	28	.	.	PUNCT
alkej-205	82	1	the	the	DET
alkej-205	82	2	predicted	predict	VERB
alkej-205	82	3	values	value	NOUN
alkej-205	82	4	of	of	ADP
alkej-205	82	5	the	the	DET
alkej-205	82	6	wear	wear	NOUN
alkej-205	82	7	rate	rate	NOUN
alkej-205	82	8	were	be	AUX
alkej-205	82	9	compared	compare	VERB
alkej-205	82	10	with	with	ADP
alkej-205	82	11	experimental	experimental	ADJ
alkej-205	82	12	values	value	NOUN
alkej-205	82	13	as	as	SCONJ
alkej-205	82	14	shown	show	VERB
alkej-205	82	15	in	in	ADP
alkej-205	82	16	figure	figure	NOUN
alkej-205	82	17	3	3	NUM
alkej-205	82	18	.	.	PUNCT
alkej-205	82	19	table	table	NOUN
alkej-205	82	20	4	4	NUM
alkej-205	82	21	,	,	PUNCT
alkej-205	82	22	test	test	NOUN
alkej-205	82	23	set	set	VERB
alkej-205	82	24	for	for	ADP
alkej-205	82	25	the	the	DET
alkej-205	82	26	validity	validity	NOUN
alkej-205	82	27	of	of	ADP
alkej-205	82	28	the	the	DET
alkej-205	82	29	constructed	construct	VERB
alkej-205	82	30	neural	neural	ADJ
alkej-205	82	31	network	network	NOUN
alkej-205	82	32	.	.	PUNCT
alkej-205	83	1	sliding	slide	VERB
alkej-205	83	2	distance	distance	NOUN
alkej-205	83	3	(	(	PUNCT
alkej-205	83	4	cm)sliding	cm)slide	VERB
alkej-205	83	5	speed	speed	NOUN
alkej-205	83	6	(	(	PUNCT
alkej-205	83	7	r.p.m)load	r.p.m)load	X
alkej-205	83	8	(	(	PUNCT
alkej-205	83	9	n)exp	n)exp	NOUN
alkej-205	83	10	.	.	PUNCT
alkej-205	84	1	no	no	INTJ
alkej-205	84	2	.	.	PUNCT
alkej-205	85	1	predictedexperimental	predictedexperimental	PROPN
alkej-205	85	2	0.00410.004310250201	0.00410.004310250201	PROPN
alkej-205	85	3	0.00390.00416250252	0.00390.00416250252	NOUN
alkej-205	85	4	0.00440.004610400303	0.00440.004610400303	NUM
alkej-205	85	5	0.00430.00428350254	0.00430.00428350254	NUM
alkej-205	86	1	0.00410.00416400305	0.00410.00416400305	NOUN
alkej-205	86	2	wear	wear	NOUN
alkej-205	86	3	rate	rate	NOUN
alkej-205	86	4	(	(	PUNCT
alkej-205	86	5	mm	mm	PROPN
alkej-205	86	6	3	3	NUM
alkej-205	86	7	/mm	/mm	NOUN
alkej-205	86	8	)	)	PUNCT
alkej-205	86	9	abbas	abbas	PROPN
alkej-205	86	10	khammas	khamma	VERB
alkej-205	86	11	hussein	hussein	PROPN
alkej-205	86	12	al	al	PROPN
alkej-205	86	13	-	-	PUNCT
alkej-205	86	14	khwarizmi	khwarizmi	PROPN
alkej-205	86	15	engineering	engineering	NOUN
alkej-205	86	16	journal	journal	PROPN
alkej-205	86	17	,	,	PUNCT
alkej-205	86	18	vol	vol	NOUN
alkej-205	86	19	.	.	PROPN
alkej-205	86	20	10	10	NUM
alkej-205	86	21	,	,	PUNCT
alkej-205	86	22	no	no	INTJ
alkej-205	86	23	.	.	NOUN
alkej-205	86	24	4	4	NUM
alkej-205	86	25	,	,	PUNCT
alkej-205	86	26	p.p	p.p	PROPN
alkej-205	86	27	.	.	PROPN
alkej-205	86	28	4554	4554	NUM
alkej-205	86	29	(	(	PUNCT
alkej-205	86	30	2014	2014	NUM
alkej-205	86	31	)	)	PUNCT
alkej-205	87	1	49	49	NUM
alkej-205	87	2	fig.3	fig.3	PROPN
alkej-205	87	3	.	.	PUNCT
alkej-205	88	1	comparison	comparison	NOUN
alkej-205	88	2	of	of	ADP
alkej-205	88	3	experimental	experimental	ADJ
alkej-205	88	4	and	and	CCONJ
alkej-205	88	5	predicted	predict	VERB
alkej-205	88	6	values	value	NOUN
alkej-205	88	7	(	(	PUNCT
alkej-205	88	8	bpn	bpn	NOUN
alkej-205	88	9	model	model	NOUN
alkej-205	88	10	)	)	PUNCT
alkej-205	88	11	.	.	PUNCT
alkej-205	89	1	the	the	DET
alkej-205	89	2	effect	effect	NOUN
alkej-205	89	3	and	and	CCONJ
alkej-205	89	4	optimization	optimization	NOUN
alkej-205	89	5	of	of	ADP
alkej-205	89	6	wear	wear	VERB
alkej-205	89	7	settings	setting	NOUN
alkej-205	89	8	for	for	ADP
alkej-205	89	9	the	the	DET
alkej-205	89	10	minimum	minimum	NOUN
alkej-205	89	11	wear	wear	NOUN
alkej-205	89	12	rate	rate	NOUN
alkej-205	89	13	was	be	AUX
alkej-205	89	14	investigated	investigate	VERB
alkej-205	89	15	experimentally	experimentally	ADV
alkej-205	89	16	.	.	PUNCT
alkej-205	90	1	the	the	DET
alkej-205	90	2	optimum	optimum	ADJ
alkej-205	90	3	wear	wear	NOUN
alkej-205	90	4	-	-	PUNCT
alkej-205	90	5	parameter	parameter	NOUN
alkej-205	90	6	combination	combination	NOUN
alkej-205	90	7	was	be	AUX
alkej-205	90	8	obtained	obtain	VERB
alkej-205	90	9	by	by	ADP
alkej-205	90	10	analyzing	analyze	VERB
alkej-205	90	11	the	the	DET
alkej-205	90	12	s	s	NOUN
alkej-205	90	13	/	/	SYM
alkej-205	90	14	n	n	NOUN
alkej-205	90	15	ratio	ratio	NOUN
alkej-205	90	16	.	.	PUNCT
alkej-205	91	1	anova	anova	PROPN
alkej-205	91	2	was	be	AUX
alkej-205	91	3	used	use	VERB
alkej-205	91	4	to	to	PART
alkej-205	91	5	consider	consider	VERB
alkej-205	91	6	the	the	DET
alkej-205	91	7	effects	effect	NOUN
alkej-205	91	8	of	of	ADP
alkej-205	91	9	the	the	DET
alkej-205	91	10	input	input	NOUN
alkej-205	91	11	factors	factor	NOUN
alkej-205	91	12	on	on	ADP
alkej-205	91	13	the	the	DET
alkej-205	91	14	response	response	NOUN
alkej-205	91	15	and	and	CCONJ
alkej-205	91	16	was	be	AUX
alkej-205	91	17	performed	perform	VERB
alkej-205	91	18	on	on	ADP
alkej-205	91	19	experimental	experimental	ADJ
alkej-205	91	20	data	datum	NOUN
alkej-205	91	21	.	.	PUNCT
alkej-205	92	1	the	the	DET
alkej-205	92	2	confidence	confidence	NOUN
alkej-205	92	3	level	level	NOUN
alkej-205	92	4	was	be	AUX
alkej-205	92	5	selected	select	VERB
alkej-205	92	6	as	as	ADP
alkej-205	92	7	0.95	0.95	NUM
alkej-205	92	8	%	%	NOUN
alkej-205	92	9	.	.	PUNCT
alkej-205	93	1	the	the	DET
alkej-205	93	2	results	result	NOUN
alkej-205	93	3	of	of	ADP
alkej-205	93	4	anova	anova	PROPN
alkej-205	93	5	for	for	ADP
alkej-205	93	6	the	the	DET
alkej-205	93	7	wear	wear	NOUN
alkej-205	93	8	rate	rate	NOUN
alkej-205	93	9	are	be	AUX
alkej-205	93	10	shown	show	VERB
alkej-205	93	11	in	in	ADP
alkej-205	93	12	table	table	NOUN
alkej-205	93	13	5	5	NUM
alkej-205	93	14	.	.	PUNCT
alkej-205	94	1	the	the	DET
alkej-205	94	2	results	result	NOUN
alkej-205	94	3	of	of	ADP
alkej-205	94	4	contribution	contribution	NOUN
alkej-205	94	5	percentage	percentage	NOUN
alkej-205	94	6	(	(	PUNCT
alkej-205	94	7	%	%	INTJ
alkej-205	94	8	)	)	PUNCT
alkej-205	94	9	are	be	AUX
alkej-205	94	10	shown	show	VERB
alkej-205	94	11	table	table	NOUN
alkej-205	94	12	6	6	NUM
alkej-205	94	13	.	.	PUNCT
alkej-205	94	14	table	table	NOUN
alkej-205	94	15	5	5	NUM
alkej-205	94	16	,	,	PUNCT
alkej-205	94	17	results	result	NOUN
alkej-205	94	18	of	of	ADP
alkej-205	94	19	anova	anova	PROPN
alkej-205	94	20	for	for	ADP
alkej-205	94	21	the	the	DET
alkej-205	94	22	wear	wear	NOUN
alkej-205	94	23	rate	rate	NOUN
alkej-205	94	24	.	.	PUNCT
alkej-205	95	1	table	table	NOUN
alkej-205	95	2	6	6	NUM
alkej-205	95	3	,	,	PUNCT
alkej-205	95	4	results	result	NOUN
alkej-205	95	5	of	of	ADP
alkej-205	95	6	contribution	contribution	NOUN
alkej-205	95	7	percentage	percentage	NOUN
alkej-205	95	8	(	(	PUNCT
alkej-205	95	9	%	%	NOUN
alkej-205	95	10	)	)	PUNCT
alkej-205	95	11	of	of	ADP
alkej-205	95	12	wear	wear	VERB
alkej-205	95	13	parameters	parameter	NOUN
alkej-205	95	14	.	.	PUNCT
alkej-205	96	1	it	it	PRON
alkej-205	96	2	was	be	AUX
alkej-205	96	3	observed	observe	VERB
alkej-205	96	4	that	that	SCONJ
alkej-205	96	5	the	the	DET
alkej-205	96	6	applying	apply	VERB
alkej-205	96	7	load	load	NOUN
alkej-205	96	8	and	and	CCONJ
alkej-205	96	9	sliding	slide	VERB
alkej-205	96	10	speed	speed	NOUN
alkej-205	96	11	have	have	VERB
alkej-205	96	12	a	a	DET
alkej-205	96	13	great	great	ADJ
alkej-205	96	14	influence	influence	NOUN
alkej-205	96	15	on	on	ADP
alkej-205	96	16	the	the	DET
alkej-205	96	17	obtained	obtain	VERB
alkej-205	96	18	wear	wear	NOUN
alkej-205	96	19	rate	rate	NOUN
alkej-205	96	20	after	after	ADP
alkej-205	96	21	analyzing	analyze	VERB
alkej-205	96	22	table	table	NOUN
alkej-205	96	23	4	4	NUM
alkej-205	96	24	and	and	CCONJ
alkej-205	96	25	5	5	NUM
alkej-205	96	26	.	.	PUNCT
alkej-205	97	1	the	the	DET
alkej-205	97	2	sliding	slide	VERB
alkej-205	97	3	distance	distance	NOUN
alkej-205	97	4	do	do	AUX
alkej-205	97	5	not	not	PART
alkej-205	97	6	effect	effect	VERB
alkej-205	97	7	significantly	significantly	ADV
alkej-205	97	8	the	the	DET
alkej-205	97	9	obtained	obtain	VERB
alkej-205	97	10	wear	wear	NOUN
alkej-205	97	11	rate	rate	NOUN
alkej-205	97	12	.	.	PUNCT
alkej-205	98	1	the	the	DET
alkej-205	98	2	plot	plot	NOUN
alkej-205	98	3	of	of	ADP
alkej-205	98	4	the	the	DET
alkej-205	98	5	main	main	ADJ
alkej-205	98	6	-	-	PUNCT
alkej-205	98	7	factor	factor	NOUN
alkej-205	98	8	effects	effect	NOUN
alkej-205	98	9	is	be	AUX
alkej-205	98	10	shown	show	VERB
alkej-205	98	11	in	in	ADP
alkej-205	98	12	figure	figure	NOUN
alkej-205	98	13	4	4	NUM
alkej-205	98	14	.	.	PUNCT
alkej-205	99	1	the	the	DET
alkej-205	99	2	s	s	NOUN
alkej-205	99	3	/	/	SYM
alkej-205	99	4	n	n	NOUN
alkej-205	99	5	graph	graph	NOUN
alkej-205	99	6	for	for	ADP
alkej-205	99	7	the	the	DET
alkej-205	99	8	wear	wear	NOUN
alkej-205	99	9	rate	rate	NOUN
alkej-205	99	10	is	be	AUX
alkej-205	99	11	shown	show	VERB
alkej-205	99	12	in	in	ADP
alkej-205	99	13	figure	figure	NOUN
alkej-205	99	14	5	5	NUM
alkej-205	99	15	.	.	PUNCT
alkej-205	100	1	it	it	PRON
alkej-205	100	2	is	be	AUX
alkej-205	100	3	evident	evident	ADJ
alkej-205	100	4	that	that	SCONJ
alkej-205	100	5	the	the	DET
alkej-205	100	6	applying	apply	VERB
alkej-205	100	7	load	load	NOUN
alkej-205	100	8	(	(	PUNCT
alkej-205	100	9	66.67	66.67	NUM
alkej-205	100	10	%	%	NOUN
alkej-205	100	11	)	)	PUNCT
alkej-205	100	12	and	and	CCONJ
alkej-205	100	13	sliding	slide	VERB
alkej-205	100	14	speed	speed	NOUN
alkej-205	100	15	(	(	PUNCT
alkej-205	100	16	30.56	30.56	NUM
alkej-205	100	17	%	%	NOUN
alkej-205	100	18	)	)	PUNCT
alkej-205	100	19	have	have	VERB
alkej-205	100	20	the	the	DET
alkej-205	100	21	most	most	ADV
alkej-205	100	22	significant	significant	ADJ
alkej-205	100	23	effect	effect	NOUN
alkej-205	100	24	on	on	ADP
alkej-205	100	25	the	the	DET
alkej-205	100	26	wear	wear	NOUN
alkej-205	100	27	rate	rate	NOUN
alkej-205	100	28	.	.	PUNCT
alkej-205	101	1	sliding	slide	VERB
alkej-205	101	2	distance	distance	NOUN
alkej-205	101	3	(	(	PUNCT
alkej-205	101	4	2.78	2.78	NUM
alkej-205	101	5	%	%	NOUN
alkej-205	101	6	)	)	PUNCT
alkej-205	101	7	has	have	VERB
alkej-205	101	8	little	little	ADJ
alkej-205	101	9	effect	effect	NOUN
alkej-205	101	10	on	on	ADP
alkej-205	101	11	the	the	DET
alkej-205	101	12	wear	wear	NOUN
alkej-205	101	13	rate	rate	NOUN
alkej-205	101	14	.	.	PUNCT
alkej-205	102	1	percentage	percentage	NOUN
alkej-205	102	2	contribution	contribution	NOUN
alkej-205	102	3	of	of	ADP
alkej-205	102	4	each	each	DET
alkej-205	102	5	variable	variable	NOUN
alkej-205	102	6	on	on	ADP
alkej-205	102	7	wear	wear	NOUN
alkej-205	102	8	rate	rate	NOUN
alkej-205	102	9	variables	variable	VERB
alkej-205	102	10	percentage	percentage	NOUN
alkej-205	102	11	contribution(%	contribution(%	NOUN
alkej-205	102	12	)	)	PUNCT
alkej-205	102	13	load	load	VERB
alkej-205	102	14	66.66666667	66.66666667	NUM
alkej-205	102	15	speed	speed	NOUN
alkej-205	102	16	30.55555556	30.55555556	NUM
alkej-205	102	17	distance	distance	NOUN
alkej-205	102	18	2.777777778	2.777777778	NUM
alkej-205	102	19	total	total	ADJ
alkej-205	102	20	100	100	NUM
alkej-205	102	21	abbas	abbas	PROPN
alkej-205	102	22	khammas	khammas	PROPN
alkej-205	102	23	hussein	hussein	PROPN
alkej-205	102	24	al	al	PROPN
alkej-205	102	25	-	-	PUNCT
alkej-205	102	26	khwarizmi	khwarizmi	PROPN
alkej-205	102	27	engineering	engineering	NOUN
alkej-205	102	28	journal	journal	PROPN
alkej-205	102	29	,	,	PUNCT
alkej-205	102	30	vol	vol	NOUN
alkej-205	102	31	.	.	PROPN
alkej-205	102	32	10	10	NUM
alkej-205	102	33	,	,	PUNCT
alkej-205	102	34	no	no	INTJ
alkej-205	102	35	.	.	NOUN
alkej-205	102	36	4	4	NUM
alkej-205	102	37	,	,	PUNCT
alkej-205	102	38	p.p	p.p	PROPN
alkej-205	102	39	.	.	PROPN
alkej-205	102	40	4554	4554	NUM
alkej-205	102	41	(	(	PUNCT
alkej-205	102	42	2014	2014	NUM
alkej-205	102	43	)	)	PUNCT
alkej-205	102	44	50	50	NUM
alkej-205	102	45	fig.4	fig.4	PROPN
alkej-205	102	46	.	.	PUNCT
alkej-205	102	47	main	main	ADJ
alkej-205	102	48	effect	effect	NOUN
alkej-205	102	49	plot	plot	NOUN
alkej-205	102	50	for	for	ADP
alkej-205	102	51	wear	wear	NOUN
alkej-205	102	52	rate	rate	NOUN
alkej-205	102	53	vs.	vs.	ADP
alkej-205	102	54	load	load	NOUN
alkej-205	102	55	,	,	PUNCT
alkej-205	102	56	sliding	slide	VERB
alkej-205	102	57	speed	speed	NOUN
alkej-205	102	58	and	and	CCONJ
alkej-205	102	59	sliding	slide	VERB
alkej-205	102	60	distance	distance	NOUN
alkej-205	102	61	.	.	PUNCT
alkej-205	103	1	fig.5	fig.5	NOUN
alkej-205	103	2	.	.	PUNCT
alkej-205	104	1	main	main	ADJ
alkej-205	104	2	effect	effect	NOUN
alkej-205	104	3	plot	plot	NOUN
alkej-205	104	4	for	for	ADP
alkej-205	104	5	sn	sn	PROPN
alkej-205	104	6	ratios	ratio	NOUN
alkej-205	104	7	vs.	vs.	ADP
alkej-205	104	8	load	load	NOUN
alkej-205	104	9	,	,	PUNCT
alkej-205	104	10	sliding	slide	VERB
alkej-205	104	11	speed	speed	NOUN
alkej-205	104	12	and	and	CCONJ
alkej-205	104	13	sliding	slide	VERB
alkej-205	104	14	distance	distance	NOUN
alkej-205	104	15	.	.	PUNCT
alkej-205	105	1	optimum	optimum	ADJ
alkej-205	105	2	factor	factor	NOUN
alkej-205	105	3	levels	level	NOUN
alkej-205	105	4	and	and	CCONJ
alkej-205	105	5	s	s	NOUN
alkej-205	105	6	/	/	SYM
alkej-205	105	7	n	n	PRON
alkej-205	105	8	ratios	ratio	NOUN
alkej-205	105	9	obtained	obtain	VERB
alkej-205	105	10	at	at	ADP
alkej-205	105	11	the	the	DET
alkej-205	105	12	end	end	NOUN
alkej-205	105	13	of	of	ADP
alkej-205	105	14	the	the	DET
alkej-205	105	15	taguchi	taguchi	PROPN
alkej-205	105	16	design	design	NOUN
alkej-205	105	17	technique	technique	NOUN
alkej-205	105	18	are	be	AUX
alkej-205	105	19	summarized	summarize	VERB
alkej-205	105	20	in	in	ADP
alkej-205	105	21	table	table	NOUN
alkej-205	105	22	7	7	NUM
alkej-205	105	23	.	.	PUNCT
alkej-205	105	24	based	base	VERB
alkej-205	105	25	on	on	ADP
alkej-205	105	26	the	the	DET
alkej-205	105	27	s	s	PROPN
alkej-205	105	28	/	/	SYM
alkej-205	105	29	n	n	NOUN
alkej-205	105	30	ratio	ratio	NOUN
alkej-205	105	31	plot	plot	NOUN
alkej-205	105	32	in	in	ADP
alkej-205	105	33	figure	figure	NOUN
alkej-205	105	34	5	5	NUM
alkej-205	105	35	,	,	PUNCT
alkej-205	105	36	the	the	DET
alkej-205	105	37	optimum	optimum	ADJ
alkej-205	105	38	wear	wear	VERB
alkej-205	105	39	parameters	parameter	NOUN
alkej-205	105	40	for	for	ADP
alkej-205	105	41	the	the	DET
alkej-205	105	42	aisi	aisi	PROPN
alkej-205	105	43	4340	4340	NUM
alkej-205	105	44	steel	steel	NOUN
alkej-205	105	45	are	be	AUX
alkej-205	105	46	applying	apply	VERB
alkej-205	105	47	load	load	NOUN
alkej-205	105	48	at	at	ADP
alkej-205	105	49	level	level	NOUN
alkej-205	105	50	3	3	NUM
alkej-205	105	51	,	,	PUNCT
alkej-205	105	52	sliding	slide	VERB
alkej-205	105	53	speed	speed	NOUN
alkej-205	105	54	at	at	ADP
alkej-205	105	55	level1	level1	PROPN
alkej-205	105	56	,	,	PUNCT
alkej-205	105	57	and	and	CCONJ
alkej-205	105	58	sliding	slide	VERB
alkej-205	105	59	distance	distance	NOUN
alkej-205	105	60	at	at	ADP
alkej-205	105	61	level	level	NOUN
alkej-205	105	62	2	2	NUM
alkej-205	105	63	.	.	PUNCT
alkej-205	106	1	the	the	DET
alkej-205	106	2	applying	apply	VERB
alkej-205	106	3	load	load	NOUN
alkej-205	106	4	and	and	CCONJ
alkej-205	106	5	sliding	slide	VERB
alkej-205	106	6	speed	speed	NOUN
alkej-205	106	7	are	be	AUX
alkej-205	106	8	two	two	NUM
alkej-205	106	9	parameters	parameter	NOUN
alkej-205	106	10	affecting	affect	VERB
alkej-205	106	11	the	the	DET
alkej-205	106	12	wear	wear	NOUN
alkej-205	106	13	rate	rate	NOUN
alkej-205	106	14	compared	compare	VERB
alkej-205	106	15	to	to	ADP
alkej-205	106	16	sliding	slide	VERB
alkej-205	106	17	distance	distance	NOUN
alkej-205	106	18	.	.	PUNCT
alkej-205	107	1	table	table	NOUN
alkej-205	107	2	7	7	NUM
alkej-205	107	3	,	,	PUNCT
alkej-205	107	4	optimum	optimum	ADJ
alkej-205	107	5	factor	factor	NOUN
alkej-205	107	6	levels	level	NOUN
alkej-205	107	7	and	and	CCONJ
alkej-205	107	8	their	their	PRON
alkej-205	107	9	s	s	NOUN
alkej-205	107	10	/	/	SYM
alkej-205	107	11	n	n	PRON
alkej-205	107	12	ratios	ratio	NOUN
alkej-205	107	13	.	.	PUNCT
alkej-205	108	1	abbas	abbas	PROPN
alkej-205	108	2	khammas	khamma	VERB
alkej-205	108	3	hussein	hussein	PROPN
alkej-205	108	4	al	al	PROPN
alkej-205	108	5	-	-	PUNCT
alkej-205	108	6	khwarizmi	khwarizmi	PROPN
alkej-205	108	7	engineering	engineering	NOUN
alkej-205	108	8	journal	journal	PROPN
alkej-205	108	9	,	,	PUNCT
alkej-205	108	10	vol	vol	NOUN
alkej-205	108	11	.	.	PROPN
alkej-205	108	12	10	10	NUM
alkej-205	108	13	,	,	PUNCT
alkej-205	108	14	no	no	INTJ
alkej-205	108	15	.	.	NOUN
alkej-205	108	16	4	4	NUM
alkej-205	108	17	,	,	PUNCT
alkej-205	108	18	p.p	p.p	PROPN
alkej-205	108	19	.	.	PROPN
alkej-205	108	20	4554	4554	NUM
alkej-205	108	21	(	(	PUNCT
alkej-205	108	22	2014	2014	NUM
alkej-205	108	23	)	)	PUNCT
alkej-205	108	24	51	51	NUM
alkej-205	108	25	according	accord	VERB
alkej-205	108	26	to	to	PART
alkej-205	108	27	figure	figure	VERB
alkej-205	108	28	6	6	NUM
alkej-205	108	29	(	(	PUNCT
alkej-205	108	30	a	a	NOUN
alkej-205	108	31	)	)	PUNCT
alkej-205	108	32	,	,	PUNCT
alkej-205	108	33	higher	high	ADJ
alkej-205	108	34	applying	applying	NOUN
alkej-205	108	35	load	load	NOUN
alkej-205	108	36	at	at	ADP
alkej-205	108	37	higher	high	ADJ
alkej-205	108	38	sliding	slide	VERB
alkej-205	108	39	speed	speed	NOUN
alkej-205	108	40	gives	give	VERB
alkej-205	108	41	a	a	DET
alkej-205	108	42	greater	great	ADJ
alkej-205	108	43	wear	wear	NOUN
alkej-205	108	44	rate	rate	NOUN
alkej-205	108	45	compared	compare	VERB
alkej-205	108	46	to	to	ADP
alkej-205	108	47	the	the	DET
alkej-205	108	48	combination	combination	NOUN
alkej-205	108	49	effect	effect	NOUN
alkej-205	108	50	of	of	ADP
alkej-205	108	51	applying	apply	VERB
alkej-205	108	52	load	load	NOUN
alkej-205	108	53	and	and	CCONJ
alkej-205	108	54	sliding	sliding	NOUN
alkej-205	108	55	distance	distance	NOUN
alkej-205	108	56	as	as	SCONJ
alkej-205	108	57	shown	show	VERB
alkej-205	108	58	in	in	ADP
alkej-205	108	59	figure	figure	NOUN
alkej-205	108	60	6	6	NUM
alkej-205	108	61	(	(	PUNCT
alkej-205	108	62	b	b	NOUN
alkej-205	108	63	)	)	PUNCT
alkej-205	108	64	and	and	CCONJ
alkej-205	108	65	the	the	DET
alkej-205	108	66	combination	combination	NOUN
alkej-205	108	67	effect	effect	NOUN
alkej-205	108	68	of	of	ADP
alkej-205	108	69	sliding	slide	VERB
alkej-205	108	70	speed	speed	NOUN
alkej-205	108	71	and	and	CCONJ
alkej-205	108	72	sliding	sliding	NOUN
alkej-205	108	73	distance	distance	NOUN
alkej-205	108	74	as	as	SCONJ
alkej-205	108	75	shown	show	VERB
alkej-205	108	76	in	in	ADP
alkej-205	108	77	figure	figure	NOUN
alkej-205	108	78	6	6	NUM
alkej-205	108	79	(	(	PUNCT
alkej-205	108	80	c	c	NOUN
alkej-205	108	81	)	)	PUNCT
alkej-205	108	82	.	.	PUNCT
alkej-205	109	1	table	table	NOUN
alkej-205	109	2	8	8	NUM
alkej-205	109	3	shows	show	VERB
alkej-205	109	4	a	a	DET
alkej-205	109	5	multiple	multiple	ADJ
alkej-205	109	6	linear	linear	ADJ
alkej-205	109	7	regression	regression	NOUN
alkej-205	109	8	equation	equation	NOUN
alkej-205	109	9	developed	develop	VERB
alkej-205	109	10	for	for	ADP
alkej-205	109	11	wear	wear	NOUN
alkej-205	109	12	rate	rate	NOUN
alkej-205	109	13	.	.	PUNCT
alkej-205	110	1	this	this	DET
alkej-205	110	2	developed	develop	VERB
alkej-205	110	3	model	model	NOUN
alkej-205	110	4	gives	give	VERB
alkej-205	110	5	the	the	DET
alkej-205	110	6	relationship	relationship	NOUN
alkej-205	110	7	between	between	ADP
alkej-205	110	8	independent/	independent/	NUM
alkej-205	110	9	predictor	predictor	NOUN
alkej-205	110	10	variable	variable	NOUN
alkej-205	110	11	and	and	CCONJ
alkej-205	110	12	a	a	DET
alkej-205	110	13	response	response	NOUN
alkej-205	110	14	variable	variable	NOUN
alkej-205	110	15	.	.	PUNCT
alkej-205	111	1	figure	figure	NOUN
alkej-205	111	2	7	7	NUM
alkej-205	111	3	shows	show	VERB
alkej-205	111	4	comparison	comparison	NOUN
alkej-205	111	5	of	of	ADP
alkej-205	111	6	predictive	predictive	ADJ
alkej-205	111	7	performance	performance	NOUN
alkej-205	111	8	when	when	SCONJ
alkej-205	111	9	using	use	VERB
alkej-205	111	10	the	the	DET
alkej-205	111	11	developed	developed	ADJ
alkej-205	111	12	model	model	NOUN
alkej-205	111	13	with	with	ADP
alkej-205	111	14	experimental	experimental	ADJ
alkej-205	111	15	data	datum	NOUN
alkej-205	111	16	.	.	PUNCT
alkej-205	112	1	it	it	PRON
alkej-205	112	2	can	can	AUX
alkej-205	112	3	be	be	AUX
alkej-205	112	4	see	see	VERB
alkej-205	112	5	there	there	PRON
alkej-205	112	6	is	be	VERB
alkej-205	112	7	a	a	DET
alkej-205	112	8	better	well	ADJ
alkej-205	112	9	model	model	NOUN
alkej-205	112	10	fit	fit	NOUN
alkej-205	112	11	.	.	PUNCT
alkej-205	113	1	as	as	SCONJ
alkej-205	113	2	these	these	DET
alkej-205	113	3	values	value	NOUN
alkej-205	113	4	are	be	AUX
alkej-205	113	5	closely	closely	ADV
alkej-205	113	6	resembling	resemble	VERB
alkej-205	113	7	the	the	DET
alkej-205	113	8	actual	actual	ADJ
alkej-205	113	9	data	datum	NOUN
alkej-205	113	10	with	with	ADP
alkej-205	113	11	minimum	minimum	NOUN
alkej-205	113	12	error	error	NOUN
alkej-205	113	13	(	(	PUNCT
alkej-205	113	14	r	r	NOUN
alkej-205	113	15	2	2	NUM
alkej-205	113	16	=	=	SYM
alkej-205	113	17	0.9049	0.9049	NUM
alkej-205	113	18	)	)	PUNCT
alkej-205	113	19	,	,	PUNCT
alkej-205	113	20	design	design	NOUN
alkej-205	113	21	of	of	ADP
alkej-205	113	22	experiments	experiment	NOUN
alkej-205	113	23	by	by	ADP
alkej-205	113	24	taguchi	taguchi	PROPN
alkej-205	113	25	method	method	PROPN
alkej-205	113	26	was	be	AUX
alkej-205	113	27	successful	successful	ADJ
alkej-205	113	28	for	for	ADP
alkej-205	113	29	calculating	calculate	VERB
alkej-205	113	30	wear	wear	NOUN
alkej-205	113	31	rate	rate	NOUN
alkej-205	113	32	from	from	ADP
alkej-205	113	33	the	the	DET
alkej-205	113	34	regression	regression	NOUN
alkej-205	113	35	equation	equation	NOUN
alkej-205	113	36	.	.	PUNCT
alkej-205	114	1	fig	fig	NOUN
alkej-205	114	2	.	.	PUNCT
alkej-205	115	1	6	6	NUM
alkej-205	115	2	.	.	X
alkej-205	115	3	3d	3d	NUM
alkej-205	115	4	surface	surface	NOUN
alkej-205	115	5	plot	plot	NOUN
alkej-205	115	6	for	for	ADP
alkej-205	115	7	wear	wear	NOUN
alkej-205	115	8	rate	rate	NOUN
alkej-205	115	9	vs.	vs.	ADP
alkej-205	115	10	load	load	NOUN
alkej-205	115	11	,	,	PUNCT
alkej-205	115	12	sliding	slide	VERB
alkej-205	115	13	speed	speed	NOUN
alkej-205	115	14	and	and	CCONJ
alkej-205	115	15	sliding	slide	VERB
alkej-205	115	16	distance	distance	NOUN
alkej-205	115	17	.	.	PUNCT
alkej-205	116	1	table	table	NOUN
alkej-205	116	2	8	8	NUM
alkej-205	116	3	,	,	PUNCT
alkej-205	116	4	regression	regression	VERB
alkej-205	116	5	equation	equation	NOUN
alkej-205	116	6	of	of	ADP
alkej-205	116	7	wear	wear	NOUN
alkej-205	116	8	rate	rate	NOUN
alkej-205	116	9	.	.	PUNCT
alkej-205	117	1	(	(	PUNCT
alkej-205	117	2	a	a	X
alkej-205	117	3	)	)	PUNCT
alkej-205	117	4	(	(	PUNCT
alkej-205	117	5	b	b	X
alkej-205	117	6	)	)	PUNCT
alkej-205	117	7	(	(	PUNCT
alkej-205	117	8	c	c	X
alkej-205	117	9	)	)	PUNCT
alkej-205	117	10	abbas	abbas	PROPN
alkej-205	117	11	khammas	khamma	VERB
alkej-205	117	12	hussein	hussein	PROPN
alkej-205	117	13	al	al	PROPN
alkej-205	117	14	-	-	PUNCT
alkej-205	117	15	khwarizmi	khwarizmi	PROPN
alkej-205	117	16	engineering	engineering	NOUN
alkej-205	117	17	journal	journal	PROPN
alkej-205	117	18	,	,	PUNCT
alkej-205	117	19	vol	vol	NOUN
alkej-205	117	20	.	.	PROPN
alkej-205	118	1	10	10	NUM
alkej-205	118	2	,	,	PUNCT
alkej-205	118	3	no	no	INTJ
alkej-205	118	4	.	.	NOUN
alkej-205	118	5	4	4	NUM
alkej-205	118	6	,	,	PUNCT
alkej-205	118	7	p.p	p.p	PROPN
alkej-205	118	8	.	.	PROPN
alkej-205	118	9	4554	4554	NUM
alkej-205	118	10	(	(	PUNCT
alkej-205	118	11	2014	2014	NUM
alkej-205	118	12	)	)	PUNCT
alkej-205	119	1	52	52	NUM
alkej-205	119	2	fig.7	fig.7	ADJ
alkej-205	119	3	.	.	PUNCT
alkej-205	120	1	comparison	comparison	NOUN
alkej-205	120	2	of	of	ADP
alkej-205	120	3	experimental	experimental	ADJ
alkej-205	120	4	and	and	CCONJ
alkej-205	120	5	predicted	predict	VERB
alkej-205	120	6	values	value	NOUN
alkej-205	120	7	(	(	PUNCT
alkej-205	120	8	regression	regression	NOUN
alkej-205	120	9	model	model	NOUN
alkej-205	120	10	)	)	PUNCT
alkej-205	120	11	.	.	PUNCT
alkej-205	121	1	5	5	X
alkej-205	121	2	.	.	X
alkej-205	121	3	confirmation	confirmation	NOUN
alkej-205	121	4	tests	test	VERB
alkej-205	121	5	a	a	DET
alkej-205	121	6	confirmation	confirmation	NOUN
alkej-205	121	7	experiment	experiment	NOUN
alkej-205	121	8	is	be	AUX
alkej-205	121	9	the	the	DET
alkej-205	121	10	final	final	ADJ
alkej-205	121	11	step	step	NOUN
alkej-205	121	12	in	in	ADP
alkej-205	121	13	first	first	ADJ
alkej-205	121	14	step	step	NOUN
alkej-205	121	15	iteration	iteration	NOUN
alkej-205	121	16	of	of	ADP
alkej-205	121	17	designing	design	VERB
alkej-205	121	18	an	an	DET
alkej-205	121	19	experiment	experiment	NOUN
alkej-205	121	20	process	process	NOUN
alkej-205	121	21	i.e.	i.e.	ADV
alkej-205	121	22	,	,	PUNCT
alkej-205	121	23	is	be	AUX
alkej-205	121	24	the	the	DET
alkej-205	121	25	final	final	ADJ
alkej-205	121	26	step	step	NOUN
alkej-205	121	27	in	in	ADP
alkej-205	121	28	taguchi	taguchi	PROPN
alkej-205	121	29	method	method	NOUN
alkej-205	121	30	and	and	CCONJ
alkej-205	121	31	it	it	PRON
alkej-205	121	32	is	be	AUX
alkej-205	121	33	used	use	VERB
alkej-205	121	34	to	to	PART
alkej-205	121	35	verify	verify	VERB
alkej-205	121	36	the	the	DET
alkej-205	121	37	optimal	optimal	ADJ
alkej-205	121	38	combination	combination	NOUN
alkej-205	121	39	of	of	ADP
alkej-205	121	40	the	the	DET
alkej-205	121	41	factor	factor	NOUN
alkej-205	121	42	settings	setting	NOUN
alkej-205	121	43	[	[	X
alkej-205	121	44	9	9	NUM
alkej-205	121	45	]	]	PUNCT
alkej-205	121	46	.	.	PUNCT
alkej-205	122	1	the	the	DET
alkej-205	122	2	purpose	purpose	NOUN
alkej-205	122	3	of	of	ADP
alkej-205	122	4	the	the	DET
alkej-205	122	5	confirmation	confirmation	NOUN
alkej-205	122	6	experiment	experiment	NOUN
alkej-205	122	7	is	be	AUX
alkej-205	122	8	to	to	PART
alkej-205	122	9	validate	validate	VERB
alkej-205	122	10	the	the	DET
alkej-205	122	11	conclusions	conclusion	NOUN
alkej-205	122	12	drawn	draw	VERB
alkej-205	122	13	during	during	ADP
alkej-205	122	14	the	the	DET
alkej-205	122	15	analysis	analysis	NOUN
alkej-205	122	16	phase	phase	NOUN
alkej-205	122	17	.	.	PUNCT
alkej-205	123	1	the	the	DET
alkej-205	123	2	confirmation	confirmation	NOUN
alkej-205	123	3	experiment	experiment	NOUN
alkej-205	123	4	is	be	AUX
alkej-205	123	5	performed	perform	VERB
alkej-205	123	6	by	by	ADP
alkej-205	123	7	conducting	conduct	VERB
alkej-205	123	8	a	a	DET
alkej-205	123	9	test	test	NOUN
alkej-205	123	10	with	with	ADP
alkej-205	123	11	a	a	DET
alkej-205	123	12	specific	specific	ADJ
alkej-205	123	13	combinations	combination	NOUN
alkej-205	123	14	of	of	ADP
alkej-205	123	15	the	the	DET
alkej-205	123	16	factors	factor	NOUN
alkej-205	123	17	and	and	CCONJ
alkej-205	123	18	levels	level	NOUN
alkej-205	123	19	previously	previously	ADV
alkej-205	123	20	evaluated	evaluate	VERB
alkej-205	123	21	[	[	X
alkej-205	123	22	9	9	NUM
alkej-205	123	23	]	]	PUNCT
alkej-205	123	24	.	.	PUNCT
alkej-205	124	1	in	in	ADP
alkej-205	124	2	this	this	DET
alkej-205	124	3	study	study	NOUN
alkej-205	124	4	,	,	PUNCT
alkej-205	124	5	after	after	ADP
alkej-205	124	6	determining	determine	VERB
alkej-205	124	7	the	the	DET
alkej-205	124	8	optimum	optimum	ADJ
alkej-205	124	9	conditions	condition	NOUN
alkej-205	124	10	and	and	CCONJ
alkej-205	124	11	predicting	predict	VERB
alkej-205	124	12	the	the	DET
alkej-205	124	13	response	response	NOUN
alkej-205	124	14	(	(	PUNCT
alkej-205	124	15	wear	wear	VERB
alkej-205	124	16	rate	rate	NOUN
alkej-205	124	17	)	)	PUNCT
alkej-205	124	18	under	under	ADP
alkej-205	124	19	these	these	DET
alkej-205	124	20	conditions	condition	NOUN
alkej-205	124	21	,	,	PUNCT
alkej-205	124	22	a	a	DET
alkej-205	124	23	new	new	ADJ
alkej-205	124	24	experiment	experiment	NOUN
alkej-205	124	25	was	be	AUX
alkej-205	124	26	designed	design	VERB
alkej-205	124	27	and	and	CCONJ
alkej-205	124	28	conducted	conduct	VERB
alkej-205	124	29	with	with	ADP
alkej-205	124	30	the	the	DET
alkej-205	124	31	optimum	optimum	ADJ
alkej-205	124	32	levels	level	NOUN
alkej-205	124	33	of	of	ADP
alkej-205	124	34	the	the	DET
alkej-205	124	35	wear	wear	NOUN
alkej-205	124	36	rate	rate	NOUN
alkej-205	124	37	parameters	parameter	NOUN
alkej-205	124	38	.	.	PUNCT
alkej-205	125	1	the	the	DET
alkej-205	125	2	final	final	ADJ
alkej-205	125	3	step	step	NOUN
alkej-205	125	4	is	be	AUX
alkej-205	125	5	to	to	PART
alkej-205	125	6	predict	predict	VERB
alkej-205	125	7	and	and	CCONJ
alkej-205	125	8	verify	verify	VERB
alkej-205	125	9	the	the	DET
alkej-205	125	10	improvement	improvement	NOUN
alkej-205	125	11	of	of	ADP
alkej-205	125	12	the	the	DET
alkej-205	125	13	performance	performance	NOUN
alkej-205	125	14	characteristic	characteristic	NOUN
alkej-205	125	15	.	.	PUNCT
alkej-205	126	1	the	the	DET
alkej-205	126	2	predicted	predict	VERB
alkej-205	126	3	value	value	NOUN
alkej-205	126	4	of	of	ADP
alkej-205	126	5	wear	wear	NOUN
alkej-205	126	6	rate	rate	NOUN
alkej-205	126	7	(	(	PUNCT
alkej-205	126	8	𝜂	𝜂	NOUN
alkej-205	126	9	)	)	PUNCT
alkej-205	126	10	at	at	ADP
alkej-205	126	11	the	the	DET
alkej-205	126	12	optimum	optimum	ADJ
alkej-205	126	13	levels	level	NOUN
alkej-205	126	14	is	be	AUX
alkej-205	126	15	calculated	calculate	VERB
alkej-205	126	16	by	by	ADP
alkej-205	126	17	using	use	VERB
alkej-205	126	18	the	the	DET
alkej-205	126	19	relation	relation	NOUN
alkej-205	126	20	given	give	VERB
alkej-205	126	21	as	as	ADP
alkej-205	126	22	[	[	X
alkej-205	126	23	8	8	NUM
alkej-205	126	24	]	]	PUNCT
alkej-205	126	25	:	:	PUNCT
alkej-205	126	26	𝜂	𝜂	X
alkej-205	126	27	=	=	PUNCT
alkej-205	126	28	𝜂𝑚	𝜂𝑚	ADP
alkej-205	126	29	+	+	NOUN
alkej-205	126	30	𝜂	𝜂	PROPN
alkej-205	126	31	𝑖	𝑖	SYM
alkej-205	126	32	−	−	NOUN
alkej-205	126	33	𝜂𝑚	𝜂𝑚	ADP
alkej-205	126	34	𝑛	𝑛	PROPN
alkej-205	126	35	𝑖=1	𝑖=1	PROPN
alkej-205	126	36	…	…	PUNCT
alkej-205	126	37	(	(	PUNCT
alkej-205	126	38	9	9	NUM
alkej-205	126	39	)	)	PUNCT
alkej-205	126	40	where	where	SCONJ
alkej-205	126	41	𝜂𝑚	𝜂𝑚	PROPN
alkej-205	126	42	is	be	AUX
alkej-205	126	43	the	the	DET
alkej-205	126	44	total	total	ADJ
alkej-205	126	45	mean	mean	NOUN
alkej-205	126	46	of	of	ADP
alkej-205	126	47	response	response	NOUN
alkej-205	126	48	,	,	PUNCT
alkej-205	126	49	𝜂	𝜂	NOUN
alkej-205	126	50	𝑖	𝑖	NOUN
alkej-205	126	51	is	be	AUX
alkej-205	126	52	the	the	DET
alkej-205	126	53	mean	mean	NOUN
alkej-205	126	54	of	of	ADP
alkej-205	126	55	the	the	DET
alkej-205	126	56	response	response	NOUN
alkej-205	126	57	at	at	ADP
alkej-205	126	58	the	the	DET
alkej-205	126	59	optimum	optimum	ADJ
alkej-205	126	60	level	level	NOUN
alkej-205	126	61	,	,	PUNCT
alkej-205	126	62	and	and	CCONJ
alkej-205	126	63	n	n	PRON
alkej-205	126	64	is	be	AUX
alkej-205	126	65	the	the	DET
alkej-205	126	66	number	number	NOUN
alkej-205	126	67	of	of	ADP
alkej-205	126	68	the	the	DET
alkej-205	126	69	main	main	ADJ
alkej-205	126	70	wear	wear	NOUN
alkej-205	126	71	parameters	parameter	NOUN
alkej-205	126	72	that	that	SCONJ
alkej-205	126	73	that	that	PRON
alkej-205	126	74	significantly	significantly	ADV
alkej-205	126	75	affect	affect	VERB
alkej-205	126	76	the	the	DET
alkej-205	126	77	performance	performance	NOUN
alkej-205	126	78	.	.	PUNCT
alkej-205	127	1	the	the	DET
alkej-205	127	2	result	result	NOUN
alkej-205	127	3	of	of	ADP
alkej-205	127	4	the	the	DET
alkej-205	127	5	experimental	experimental	ADJ
alkej-205	127	6	confirmation	confirmation	NOUN
alkej-205	127	7	using	use	VERB
alkej-205	127	8	the	the	DET
alkej-205	127	9	optimum	optimum	ADJ
alkej-205	127	10	wear	wear	NOUN
alkej-205	127	11	rate	rate	NOUN
alkej-205	127	12	parameters	parameter	NOUN
alkej-205	127	13	is	be	AUX
alkej-205	127	14	shown	show	VERB
alkej-205	127	15	in	in	ADP
alkej-205	127	16	table	table	NOUN
alkej-205	127	17	9	9	NUM
alkej-205	127	18	.	.	PUNCT
alkej-205	128	1	it	it	PRON
alkej-205	128	2	can	can	AUX
alkej-205	128	3	be	be	AUX
alkej-205	128	4	seen	see	VERB
alkej-205	128	5	that	that	SCONJ
alkej-205	128	6	the	the	DET
alkej-205	128	7	results	result	NOUN
alkej-205	128	8	are	be	AUX
alkej-205	128	9	consistent	consistent	ADJ
alkej-205	128	10	,	,	PUNCT
alkej-205	128	11	i.e.	i.e.	X
alkej-205	128	12	a	a	DET
alkej-205	128	13	good	good	ADJ
alkej-205	128	14	agreement	agreement	NOUN
alkej-205	128	15	between	between	ADP
alkej-205	128	16	the	the	DET
alkej-205	128	17	predicted	predict	VERB
alkej-205	128	18	and	and	CCONJ
alkej-205	128	19	actual	actual	ADJ
alkej-205	128	20	wear	wear	NOUN
alkej-205	128	21	rate	rate	NOUN
alkej-205	128	22	being	be	AUX
alkej-205	128	23	observed	observe	VERB
alkej-205	128	24	.	.	PUNCT
alkej-205	129	1	table	table	NOUN
alkej-205	129	2	9	9	NUM
alkej-205	129	3	,	,	PUNCT
alkej-205	129	4	predicted	predict	VERB
alkej-205	129	5	values	value	NOUN
alkej-205	129	6	and	and	CCONJ
alkej-205	129	7	confirmation	confirmation	NOUN
alkej-205	129	8	test	test	NOUN
alkej-205	129	9	results	result	NOUN
alkej-205	129	10	for	for	ADP
alkej-205	129	11	wear	wear	NOUN
alkej-205	129	12	rate	rate	NOUN
alkej-205	129	13	.	.	PUNCT
alkej-205	130	1	6	6	X
alkej-205	130	2	.	.	X
alkej-205	130	3	conclusions	conclusion	NOUN
alkej-205	130	4	this	this	DET
alkej-205	130	5	study	study	NOUN
alkej-205	130	6	presents	present	VERB
alkej-205	130	7	a	a	DET
alkej-205	130	8	prediction	prediction	NOUN
alkej-205	130	9	,	,	PUNCT
alkej-205	130	10	optimization	optimization	NOUN
alkej-205	130	11	and	and	CCONJ
alkej-205	130	12	modelling	modelling	NOUN
alkej-205	130	13	of	of	ADP
alkej-205	130	14	the	the	DET
alkej-205	130	15	wear	wear	NOUN
alkej-205	130	16	behavior	behavior	NOUN
alkej-205	130	17	of	of	ADP
alkej-205	130	18	the	the	DET
alkej-205	130	19	aisi	aisi	PROPN
alkej-205	130	20	4340	4340	NUM
alkej-205	130	21	steel	steel	NOUN
alkej-205	130	22	based	base	VERB
alkej-205	130	23	on	on	ADP
alkej-205	130	24	the	the	DET
alkej-205	130	25	taguchi	taguchi	PROPN
alkej-205	130	26	-	-	PUNCT
alkej-205	130	27	based	base	VERB
alkej-205	130	28	neural	neural	ADJ
alkej-205	130	29	network	network	NOUN
alkej-205	130	30	with	with	ADP
alkej-205	130	31	the	the	DET
alkej-205	130	32	back	back	ADJ
alkej-205	130	33	-	-	PUNCT
alkej-205	130	34	propagation	propagation	NOUN
alkej-205	130	35	algorithm	algorithm	NOUN
alkej-205	130	36	method	method	NOUN
alkej-205	130	37	.	.	PUNCT
alkej-205	131	1	the	the	DET
alkej-205	131	2	following	follow	VERB
alkej-205	131	3	conclusions	conclusion	NOUN
alkej-205	131	4	can	can	AUX
alkej-205	131	5	be	be	AUX
alkej-205	131	6	drawn	draw	VERB
alkej-205	131	7	from	from	ADP
alkej-205	131	8	this	this	DET
alkej-205	131	9	study	study	NOUN
alkej-205	131	10	:	:	PUNCT
alkej-205	132	1	1	1	X
alkej-205	132	2	.	.	PUNCT
alkej-205	132	3	the	the	DET
alkej-205	132	4	main	main	ADJ
alkej-205	132	5	wear	wear	NOUN
alkej-205	132	6	parameters	parameter	NOUN
alkej-205	132	7	that	that	PRON
alkej-205	132	8	affect	affect	VERB
alkej-205	132	9	the	the	DET
alkej-205	132	10	wear	wear	NOUN
alkej-205	132	11	rate	rate	NOUN
alkej-205	132	12	of	of	ADP
alkej-205	132	13	the	the	DET
alkej-205	132	14	aisi	aisi	PROPN
alkej-205	132	15	4340	4340	PROPN
alkej-205	132	16	steel	steel	NOUN
alkej-205	132	17	were	be	AUX
alkej-205	132	18	determined	determine	VERB
alkej-205	132	19	as	as	ADP
alkej-205	132	20	applying	apply	VERB
alkej-205	132	21	load	load	NOUN
alkej-205	132	22	(	(	PUNCT
alkej-205	132	23	66.67	66.67	NUM
alkej-205	132	24	%	%	NOUN
alkej-205	132	25	)	)	PUNCT
alkej-205	132	26	and	and	CCONJ
alkej-205	132	27	sliding	slide	VERB
alkej-205	132	28	speed	speed	NOUN
alkej-205	132	29	(	(	PUNCT
alkej-205	132	30	30.56	30.56	NUM
alkej-205	132	31	%	%	NOUN
alkej-205	132	32	)	)	PUNCT
alkej-205	132	33	among	among	ADP
alkej-205	132	34	three	three	NUM
alkej-205	132	35	controllable	controllable	ADJ
alkej-205	132	36	factors	factor	NOUN
alkej-205	132	37	influencing	influence	VERB
alkej-205	132	38	the	the	DET
alkej-205	132	39	wear	wear	NOUN
alkej-205	132	40	rate	rate	NOUN
alkej-205	132	41	using	use	VERB
alkej-205	132	42	anova	anova	PROPN
alkej-205	132	43	.	.	PUNCT
alkej-205	133	1	taguchi	taguchi	PROPN
alkej-205	133	2	optimal	optimal	ADJ
alkej-205	133	3	parameters	parameter	NOUN
alkej-205	133	4	settings	setting	NOUN
alkej-205	133	5	level	level	NOUN
alkej-205	133	6	prediction	prediction	NOUN
alkej-205	133	7	experiment	experiment	NOUN
alkej-205	133	8	error(%	error(%	NOUN
alkej-205	133	9	)	)	PUNCT
alkej-205	133	10	load	load	NOUN
alkej-205	133	11	(	(	PUNCT
alkej-205	133	12	n	n	CCONJ
alkej-205	133	13	)	)	PUNCT
alkej-205	133	14	3	3	NUM
alkej-205	133	15	sliding	slide	VERB
alkej-205	133	16	speed	speed	NOUN
alkej-205	133	17	(	(	PUNCT
alkej-205	133	18	r.p.m	r.p.m	NOUN
alkej-205	133	19	)	)	PUNCT
alkej-205	133	20	1	1	NUM
alkej-205	133	21	0.003789	0.003789	NUM
alkej-205	133	22	0.00391	0.00391	NUM
alkej-205	133	23	3.193454737	3.193454737	NUM
alkej-205	133	24	sliding	slide	VERB
alkej-205	133	25	distance	distance	NOUN
alkej-205	133	26	(	(	PUNCT
alkej-205	133	27	cm	cm	NOUN
alkej-205	133	28	)	)	PUNCT
alkej-205	133	29	2	2	NUM
alkej-205	133	30	abbas	abbas	PROPN
alkej-205	133	31	khammas	khamma	VERB
alkej-205	133	32	hussein	hussein	PROPN
alkej-205	133	33	al	al	PROPN
alkej-205	133	34	-	-	PUNCT
alkej-205	133	35	khwarizmi	khwarizmi	PROPN
alkej-205	133	36	engineering	engineering	NOUN
alkej-205	133	37	journal	journal	PROPN
alkej-205	133	38	,	,	PUNCT
alkej-205	133	39	vol	vol	NOUN
alkej-205	133	40	.	.	PROPN
alkej-205	133	41	10	10	NUM
alkej-205	133	42	,	,	PUNCT
alkej-205	133	43	no	no	INTJ
alkej-205	133	44	.	.	NOUN
alkej-205	133	45	4	4	NUM
alkej-205	133	46	,	,	PUNCT
alkej-205	133	47	p.p	p.p	PROPN
alkej-205	133	48	.	.	PROPN
alkej-205	133	49	4554	4554	NUM
alkej-205	133	50	(	(	PUNCT
alkej-205	133	51	2014	2014	NUM
alkej-205	133	52	)	)	PUNCT
alkej-205	133	53	53	53	NUM
alkej-205	133	54	2	2	NUM
alkej-205	133	55	.	.	PUNCT
alkej-205	134	1	a	a	DET
alkej-205	134	2	neural	neural	ADJ
alkej-205	134	3	network	network	NOUN
alkej-205	134	4	based	base	VERB
alkej-205	134	5	on	on	ADP
alkej-205	134	6	the	the	DET
alkej-205	134	7	backpropagation	backpropagation	NOUN
alkej-205	134	8	network	network	NOUN
alkej-205	134	9	(	(	PUNCT
alkej-205	134	10	bpn	bpn	NOUN
alkej-205	134	11	)	)	PUNCT
alkej-205	134	12	algorithm	algorithm	NOUN
alkej-205	134	13	was	be	AUX
alkej-205	134	14	constructed	construct	VERB
alkej-205	134	15	for	for	ADP
alkej-205	134	16	predicting	predict	VERB
alkej-205	134	17	the	the	DET
alkej-205	134	18	wear	wear	NOUN
alkej-205	134	19	rate	rate	NOUN
alkej-205	134	20	.	.	PUNCT
alkej-205	135	1	the	the	DET
alkej-205	135	2	predicted	predict	VERB
alkej-205	135	3	values	value	NOUN
alkej-205	135	4	were	be	AUX
alkej-205	135	5	found	find	VERB
alkej-205	135	6	to	to	PART
alkej-205	135	7	be	be	AUX
alkej-205	135	8	very	very	ADV
alkej-205	135	9	close	close	ADJ
alkej-205	135	10	to	to	ADP
alkej-205	135	11	the	the	DET
alkej-205	135	12	experimental	experimental	ADJ
alkej-205	135	13	values	value	NOUN
alkej-205	135	14	.	.	PUNCT
alkej-205	136	1	3	3	X
alkej-205	136	2	.	.	X
alkej-205	136	3	the	the	DET
alkej-205	136	4	optimum	optimum	ADJ
alkej-205	136	5	parameter	parameter	NOUN
alkej-205	136	6	combination	combination	NOUN
alkej-205	136	7	for	for	ADP
alkej-205	136	8	the	the	DET
alkej-205	136	9	minimum	minimum	NOUN
alkej-205	136	10	wear	wear	NOUN
alkej-205	136	11	rate	rate	NOUN
alkej-205	136	12	was	be	AUX
alkej-205	136	13	obtained	obtain	VERB
alkej-205	136	14	by	by	ADP
alkej-205	136	15	using	use	VERB
alkej-205	136	16	the	the	DET
alkej-205	136	17	taguchi	taguchi	PROPN
alkej-205	136	18	design	design	NOUN
alkej-205	136	19	method	method	NOUN
alkej-205	136	20	with	with	ADP
alkej-205	136	21	analysis	analysis	NOUN
alkej-205	136	22	of	of	ADP
alkej-205	136	23	the	the	DET
alkej-205	136	24	s	s	NOUN
alkej-205	136	25	/	/	SYM
alkej-205	136	26	n	n	PRON
alkej-205	136	27	ratio	ratio	NOUN
alkej-205	136	28	.	.	PUNCT
alkej-205	137	1	4	4	X
alkej-205	137	2	.	.	X
alkej-205	137	3	the	the	DET
alkej-205	137	4	confirmation	confirmation	NOUN
alkej-205	137	5	test	test	NOUN
alkej-205	137	6	supports	support	VERB
alkej-205	137	7	the	the	DET
alkej-205	137	8	finding	finding	NOUN
alkej-205	137	9	that	that	SCONJ
alkej-205	137	10	the	the	DET
alkej-205	137	11	wear	wear	NOUN
alkej-205	137	12	rate	rate	NOUN
alkej-205	137	13	is	be	AUX
alkej-205	137	14	greatly	greatly	ADV
alkej-205	137	15	decreased	decrease	VERB
alkej-205	137	16	by	by	ADP
alkej-205	137	17	using	use	VERB
alkej-205	137	18	the	the	DET
alkej-205	137	19	optimum	optimum	ADJ
alkej-205	137	20	design	design	NOUN
alkej-205	137	21	parameters	parameter	NOUN
alkej-205	137	22	.	.	PUNCT
alkej-205	138	1	from	from	ADP
alkej-205	138	2	confirmation	confirmation	NOUN
alkej-205	138	3	test	test	NOUN
alkej-205	138	4	,	,	PUNCT
alkej-205	138	5	the	the	DET
alkej-205	138	6	error	error	NOUN
alkej-205	138	7	(	(	PUNCT
alkej-205	138	8	%	%	INTJ
alkej-205	138	9	)	)	PUNCT
alkej-205	138	10	associated	associate	VERB
alkej-205	138	11	with	with	ADP
alkej-205	138	12	wear	wear	NOUN
alkej-205	138	13	rate	rate	NOUN
alkej-205	138	14	is	be	AUX
alkej-205	138	15	3.193454737	3.193454737	NUM
alkej-205	138	16	%	%	NOUN
alkej-205	138	17	resulting	result	VERB
alkej-205	138	18	in	in	ADP
alkej-205	138	19	the	the	DET
alkej-205	138	20	conclusions	conclusion	NOUN
alkej-205	138	21	that	that	SCONJ
alkej-205	138	22	the	the	DET
alkej-205	138	23	design	design	NOUN
alkej-205	138	24	of	of	ADP
alkej-205	138	25	experiments	experiment	NOUN
alkej-205	138	26	by	by	ADP
alkej-205	138	27	the	the	DET
alkej-205	138	28	taguchi	taguchi	PROPN
alkej-205	138	29	method	method	NOUN
alkej-205	138	30	was	be	AUX
alkej-205	138	31	successful	successful	ADJ
alkej-205	138	32	for	for	ADP
alkej-205	138	33	calculating	calculate	VERB
alkej-205	138	34	wear	wear	NOUN
alkej-205	138	35	rate	rate	NOUN
alkej-205	138	36	from	from	ADP
alkej-205	138	37	the	the	DET
alkej-205	138	38	regression	regression	NOUN
alkej-205	138	39	equation	equation	NOUN
alkej-205	138	40	.	.	PUNCT
alkej-205	139	1	5	5	X
alkej-205	139	2	.	.	X
alkej-205	139	3	the	the	DET
alkej-205	139	4	obtained	obtain	VERB
alkej-205	139	5	results	result	NOUN
alkej-205	139	6	indicate	indicate	VERB
alkej-205	139	7	that	that	SCONJ
alkej-205	139	8	the	the	DET
alkej-205	139	9	bpn	bpn	ADJ
alkej-205	139	10	model	model	NOUN
alkej-205	139	11	agreed	agree	VERB
alkej-205	139	12	with	with	ADP
alkej-205	139	13	the	the	DET
alkej-205	139	14	taguchi	taguchi	PROPN
alkej-205	139	15	analysis	analysis	NOUN
alkej-205	139	16	.	.	PUNCT
alkej-205	140	1	7	7	X
alkej-205	140	2	.	.	NUM
alkej-205	140	3	references	reference	NOUN
alkej-205	140	4	[	[	X
alkej-205	140	5	1	1	X
alkej-205	140	6	]	]	PUNCT
alkej-205	140	7	gilberto	gilberto	PROPN
alkej-205	140	8	bearano	bearano	PROPN
alkej-205	140	9	,	,	PUNCT
alkej-205	140	10	julio	julio	PROPN
alkej-205	140	11	caicedo	caicedo	PROPN
alkej-205	140	12	,	,	PUNCT
alkej-205	140	13	juan	juan	PROPN
alkej-205	140	14	munzo	munzo	PROPN
alkej-205	140	15	saldana	saldana	PROPN
alkej-205	140	16	,	,	PUNCT
alkej-205	140	17	"	"	PUNCT
alkej-205	140	18	mechanical	mechanical	ADJ
alkej-205	140	19	and	and	CCONJ
alkej-205	140	20	tribological	tribological	ADJ
alkej-205	140	21	properties	property	NOUN
alkej-205	140	22	enhancement	enhancement	NOUN
alkej-205	140	23	of	of	ADP
alkej-205	140	24	heat	heat	NOUN
alkej-205	140	25	treated	treat	VERB
alkej-205	140	26	aisi4340	aisi4340	PROPN
alkej-205	140	27	steel	steel	NOUN
alkej-205	140	28	by	by	ADP
alkej-205	140	29	using	use	VERB
alkej-205	140	30	a	a	DET
alkej-205	140	31	tin	tin	NOUN
alkej-205	140	32	/	/	SYM
alkej-205	140	33	tialn	tialn	NOUN
alkej-205	140	34	"	"	PUNCT
alkej-205	140	35	,	,	PUNCT
alkej-205	140	36	rev.fac.ing.univ.antioquia	rev.fac.ing.univ.antioquia	NOUN
alkej-205	140	37	no.44.pp.3642.jun.2008	no.44.pp.3642.jun.2008	VERB
alkej-205	140	38	.	.	PUNCT
alkej-205	141	1	[	[	X
alkej-205	141	2	2	2	NUM
alkej-205	141	3	]	]	X
alkej-205	141	4	jitendra	jitendra	PROPN
alkej-205	141	5	.	.	PUNCT
alkej-205	142	1	m.varma	m.varma	NOUN
alkej-205	142	2	,	,	PUNCT
alkej-205	142	3	chirag	chirag	NOUN
alkej-205	142	4	.	.	PUNCT
alkej-205	143	1	p.	p.	PROPN
alkej-205	143	2	patel	patel	PROPN
alkej-205	143	3	,	,	PUNCT
alkej-205	143	4	"	"	PUNCT
alkej-205	143	5	parametric	parametric	ADJ
alkej-205	143	6	optimization	optimization	NOUN
alkej-205	143	7	of	of	ADP
alkej-205	143	8	hard	hard	ADJ
alkej-205	143	9	turning	turn	VERB
alkej-205	143	10	aisi	aisi	PROPN
alkej-205	143	11	4340	4340	NUM
alkej-205	143	12	steel	steel	NOUN
alkej-205	143	13	by	by	ADP
alkej-205	143	14	solid	solid	ADJ
alkej-205	143	15	lubricant	lubricant	NOUN
alkej-205	143	16	with	with	ADP
alkej-205	143	17	coated	coated	ADJ
alkej-205	143	18	carbide	carbide	NOUN
alkej-205	143	19	insert	insert	NOUN
alkej-205	143	20	"	"	PUNCT
alkej-205	143	21	,	,	PUNCT
alkej-205	143	22	vol3	vol3	PROPN
alkej-205	143	23	,	,	PUNCT
alkej-205	143	24	issue3	issue3	PROPN
alkej-205	143	25	,	,	PUNCT
alkej-205	143	26	pp.1011	pp.1011	PROPN
alkej-205	143	27	-	-	SYM
alkej-205	143	28	1015	1015	NUM
alkej-205	143	29	,	,	PUNCT
alkej-205	143	30	may	may	AUX
alkej-205	143	31	-	-	PUNCT
alkej-205	143	32	jun2013	jun2013	NOUN
alkej-205	143	33	.	.	PUNCT
alkej-205	144	1	[	[	X
alkej-205	144	2	3	3	NUM
alkej-205	144	3	]	]	PUNCT
alkej-205	144	4	r.suresh	r.suresh	ADJ
alkej-205	144	5	,	,	PUNCT
alkej-205	144	6	s.basavarajappa	s.basavarajappa	ADJ
alkej-205	144	7	,	,	PUNCT
alkej-205	144	8	v.n.gaitonde	v.n.gaitonde	NOUN
alkej-205	144	9	,	,	PUNCT
alkej-205	144	10	g.l.samuel	g.l.samuel	NOUN
alkej-205	144	11	,	,	PUNCT
alkej-205	144	12	"	"	PUNCT
alkej-205	144	13	machinability	machinability	NOUN
alkej-205	144	14	investigations	investigation	NOUN
alkej-205	144	15	on	on	ADP
alkej-205	144	16	hardened	hardened	ADJ
alkej-205	144	17	aisi	aisi	PROPN
alkej-205	144	18	4340	4340	NUM
alkej-205	144	19	steel	steel	NOUN
alkej-205	144	20	using	use	VERB
alkej-205	144	21	coated	coated	ADJ
alkej-205	144	22	carbide	carbide	NOUN
alkej-205	144	23	insert	insert	NOUN
alkej-205	144	24	"	"	PUNCT
alkej-205	144	25	,	,	PUNCT
alkej-205	144	26	int.journal	int.journal	PROPN
alkej-205	144	27	of	of	ADP
alkej-205	144	28	refractory	refractory	NOUN
alkej-205	144	29	metals	metal	NOUN
alkej-205	144	30	and	and	CCONJ
alkej-205	144	31	hard	hard	ADJ
alkej-205	144	32	materials	material	NOUN
alkej-205	144	33	33(2012	33(2012	NOUN
alkej-205	144	34	)	)	PUNCT
alkej-205	145	1	pp.7586	pp.7586	NOUN
alkej-205	145	2	.	.	PUNCT
alkej-205	146	1	[	[	X
alkej-205	146	2	4	4	NUM
alkej-205	146	3	]	]	SYM
alkej-205	146	4	arun.s	arun.s	NUM
alkej-205	146	5	,	,	PUNCT
alkej-205	146	6	t.sivakumar	t.sivakumar	PROPN
alkej-205	146	7	,	,	PUNCT
alkej-205	146	8	viswanathan	viswanathan	PROPN
alkej-205	146	9	p.	p.	NOUN
alkej-205	146	10	and	and	CCONJ
alkej-205	146	11	r.subramanian	r.subramanian	ADJ
alkej-205	146	12	,	,	PUNCT
alkej-205	146	13	"	"	PUNCT
alkej-205	146	14	study	study	NOUN
alkej-205	146	15	of	of	ADP
alkej-205	146	16	hardness	hardness	NOUN
alkej-205	146	17	and	and	CCONJ
alkej-205	146	18	wear	wear	VERB
alkej-205	146	19	properties	property	NOUN
alkej-205	146	20	of	of	ADP
alkej-205	146	21	boronized	boronize	VERB
alkej-205	146	22	aisi	aisi	PROPN
alkej-205	146	23	4340	4340	NUM
alkej-205	146	24	steel	steel	PROPN
alkej-205	146	25	"	"	PUNCT
alkej-205	146	26	,	,	PUNCT
alkej-205	146	27	vol.3,issue4,jul	vol.3,issue4,jul	NUM
alkej-205	146	28	-	-	PUNCT
alkej-205	146	29	aug	aug	PROPN
alkej-205	146	30	2013	2013	NUM
alkej-205	146	31	,	,	PUNCT
alkej-205	146	32	pp.19271929	pp.19271929	PROPN
alkej-205	146	33	.	.	PUNCT
alkej-205	147	1	[	[	X
alkej-205	147	2	5	5	X
alkej-205	147	3	]	]	X
alkej-205	147	4	luo	luo	PROPN
alkej-205	147	5	sy	sy	PROPN
alkej-205	147	6	,	,	PUNCT
alkej-205	147	7	liao	liao	PROPN
alkej-205	147	8	ys	ys	PROPN
alkej-205	147	9	,	,	PUNCT
alkej-205	147	10	tsai	tsai	PROPN
alkej-205	147	11	yy	yy	PROPN
alkej-205	147	12	,	,	PUNCT
alkej-205	147	13	"	"	PUNCT
alkej-205	147	14	wear	wear	VERB
alkej-205	147	15	characteristic	characteristic	ADJ
alkej-205	147	16	in	in	ADP
alkej-205	147	17	turning	turn	VERB
alkej-205	147	18	high	high	ADJ
alkej-205	147	19	hardness	hardness	NOUN
alkej-205	147	20	alloy	alloy	NOUN
alkej-205	147	21	steel	steel	NOUN
alkej-205	147	22	by	by	ADP
alkej-205	147	23	ceramic	ceramic	ADJ
alkej-205	147	24	and	and	CCONJ
alkej-205	147	25	cbn	cbn	PROPN
alkej-205	147	26	tools	tool	NOUN
alkej-205	147	27	"	"	PUNCT
alkej-205	147	28	,	,	PUNCT
alkej-205	147	29	jou.mater	jou.mater	NOUN
alkej-205	147	30	process	process	NOUN
alkej-205	147	31	technol	technol	NOUN
alkej-205	147	32	,	,	PUNCT
alkej-205	147	33	1995	1995	NUM
alkej-205	147	34	,	,	PUNCT
alkej-205	147	35	pp.10091019	pp.10091019	NUM
alkej-205	147	36	.	.	PUNCT
alkej-205	148	1	[	[	X
alkej-205	148	2	6	6	NUM
alkej-205	148	3	]	]	PUNCT
alkej-205	148	4	oliverira	oliverira	PROPN
alkej-205	148	5	aj	aj	PROPN
alkej-205	148	6	,	,	PUNCT
alkej-205	148	7	diniz	diniz	PROPN
alkej-205	148	8	ae	ae	PROPN
alkej-205	148	9	,	,	PUNCT
alkej-205	148	10	ursolino	ursolino	PROPN
alkej-205	148	11	dj	dj	NOUN
alkej-205	148	12	.	.	PUNCT
alkej-205	148	13	"	"	PUNCT
alkej-205	148	14	hard	hard	ADJ
alkej-205	148	15	turning	turn	VERB
alkej-205	148	16	in	in	ADP
alkej-205	148	17	continuous	continuous	ADJ
alkej-205	148	18	and	and	CCONJ
alkej-205	148	19	interrupted	interrupted	ADJ
alkej-205	148	20	cut	cut	VERB
alkej-205	148	21	with	with	ADP
alkej-205	148	22	pcbn	pcbn	NOUN
alkej-205	148	23	and	and	CCONJ
alkej-205	148	24	whisker	whisker	VERB
alkej-205	148	25	reinforced	reinforce	VERB
alkej-205	148	26	cutting	cutting	NOUN
alkej-205	148	27	tools	tool	NOUN
alkej-205	148	28	"	"	PUNCT
alkej-205	148	29	,	,	PUNCT
alkej-205	148	30	jou.mater	jou.mater	NOUN
alkej-205	148	31	process	process	NOUN
alkej-205	148	32	technol	technol	NOUN
alkej-205	148	33	,	,	PUNCT
alkej-205	148	34	2009	2009	NUM
alkej-205	148	35	,	,	PUNCT
alkej-205	148	36	209:5262	209:5262	NUM
alkej-205	148	37	-	-	SYM
alkej-205	148	38	70	70	NUM
alkej-205	148	39	.	.	PUNCT
alkej-205	149	1	[	[	X
alkej-205	149	2	7	7	NUM
alkej-205	149	3	]	]	X
alkej-205	149	4	allen	allen	PROPN
alkej-205	149	5	,	,	PUNCT
alkej-205	149	6	theodore	theodore	PROPN
alkej-205	149	7	t.	t.	PROPN
alkej-205	149	8	,	,	PUNCT
alkej-205	149	9	"	"	PUNCT
alkej-205	149	10	introduction	introduction	NOUN
alkej-205	149	11	to	to	ADP
alkej-205	149	12	engineering	engineering	NOUN
alkej-205	149	13	statistics	statistic	NOUN
alkej-205	149	14	and	and	CCONJ
alkej-205	149	15	six	six	NUM
alkej-205	149	16	sigma	sigma	NOUN
alkej-205	149	17	:	:	PUNCT
alkej-205	149	18	statistical	statistical	ADJ
alkej-205	149	19	quality	quality	NOUN
alkej-205	149	20	control	control	NOUN
alkej-205	149	21	and	and	CCONJ
alkej-205	149	22	design	design	NOUN
alkej-205	149	23	of	of	ADP
alkej-205	149	24	experiments	experiment	NOUN
alkej-205	149	25	and	and	CCONJ
alkej-205	149	26	systems	system	NOUN
alkej-205	149	27	"	"	PUNCT
alkej-205	149	28	,	,	PUNCT
alkej-205	149	29	springer	springer	NOUN
alkej-205	149	30	-	-	PUNCT
alkej-205	149	31	verlag	verlag	PROPN
alkej-205	149	32	london	london	PROPN
alkej-205	149	33	limited	limit	VERB
alkej-205	149	34	2006	2006	NUM
alkej-205	149	35	.	.	PUNCT
alkej-205	150	1	[	[	X
alkej-205	150	2	8	8	NUM
alkej-205	150	3	]	]	X
alkej-205	150	4	peter	peter	PROPN
alkej-205	150	5	goos	goos	PROPN
alkej-205	150	6	and	and	CCONJ
alkej-205	150	7	bradley	bradley	PROPN
alkej-205	150	8	jones	jones	PROPN
alkej-205	150	9	,	,	PUNCT
alkej-205	150	10	"	"	PUNCT
alkej-205	150	11	optimal	optimal	ADJ
alkej-205	150	12	design	design	NOUN
alkej-205	150	13	of	of	ADP
alkej-205	150	14	experiments	experiment	NOUN
alkej-205	150	15	:	:	PUNCT
alkej-205	150	16	a	a	DET
alkej-205	150	17	case	case	NOUN
alkej-205	150	18	study	study	NOUN
alkej-205	150	19	approach	approach	NOUN
alkej-205	150	20	"	"	PUNCT
alkej-205	150	21	,	,	PUNCT
alkej-205	150	22	wiley	wiley	PROPN
alkej-205	150	23	&	&	CCONJ
alkej-205	150	24	sons	sons	PROPN
alkej-205	150	25	,	,	PUNCT
alkej-205	150	26	ltd	ltd	PROPN
alkej-205	150	27	2011	2011	NUM
alkej-205	150	28	.	.	PUNCT
alkej-205	151	1	[	[	X
alkej-205	151	2	9	9	NUM
alkej-205	151	3	]	]	X
alkej-205	151	4	douglas	douglas	PROPN
alkej-205	151	5	c.montgomery	c.montgomery	NOUN
alkej-205	151	6	,	,	PUNCT
alkej-205	151	7	"	"	PUNCT
alkej-205	151	8	design	design	NOUN
alkej-205	151	9	and	and	CCONJ
alkej-205	151	10	analysis	analysis	NOUN
alkej-205	151	11	of	of	ADP
alkej-205	151	12	experiments	experiment	NOUN
alkej-205	151	13	"	"	PUNCT
alkej-205	151	14	,	,	PUNCT
alkej-205	151	15	john	john	PROPN
alkej-205	151	16	wily	wily	PROPN
alkej-205	151	17	&	&	CCONJ
alkej-205	151	18	sonc	sonc	PROPN
alkej-205	151	19	,	,	PUNCT
alkej-205	151	20	inc	inc	PROPN
alkej-205	151	21	.	.	PROPN
alkej-205	151	22	,	,	PUNCT
alkej-205	151	23	2009	2009	NUM
alkej-205	151	24	.	.	PUNCT
alkej-205	152	1	[	[	X
alkej-205	152	2	10	10	NUM
alkej-205	152	3	]	]	X
alkej-205	152	4	daniel	daniel	PROPN
alkej-205	152	5	graupe	graupe	PROPN
alkej-205	152	6	,	,	PUNCT
alkej-205	152	7	"	"	PUNCT
alkej-205	152	8	priciples	priciple	NOUN
alkej-205	152	9	of	of	ADP
alkej-205	152	10	artificial	artificial	ADJ
alkej-205	152	11	neural	neural	ADJ
alkej-205	152	12	networks	network	NOUN
alkej-205	152	13	"	"	PUNCT
alkej-205	152	14	,	,	PUNCT
alkej-205	152	15	(	(	PUNCT
alkej-205	152	16	2nd	2nd	ADJ
alkej-205	152	17	edition	edition	NOUN
alkej-205	152	18	)	)	PUNCT
alkej-205	152	19	,	,	PUNCT
alkej-205	152	20	world	world	NOUN
alkej-205	152	21	scientific	scientific	PROPN
alkej-205	152	22	publishing	publishing	PROPN
alkej-205	152	23	co.	co.	PROPN
alkej-205	152	24	pte	pte	PROPN
alkej-205	152	25	.	.	PUNCT
alkej-205	153	1	ltd.2007	ltd.2007	ADJ
alkej-205	153	2	.	.	PUNCT
alkej-205	154	1	(	(	PUNCT
alkej-205	154	2	2014)4554	2014)4554	NUM
alkej-205	154	3	،	،	PROPN
alkej-205	154	4	صفحة4	صفحة4	PROPN
alkej-205	154	5	،	،	PROPN
alkej-205	154	6	العذد10دجلة	العذد10دجلة	PROPN
alkej-205	154	7	الخوارزمي	الخوارزمي	VERB
alkej-205	154	8	الهنذسية	الهنذسية	PROPN
alkej-205	154	9	المجلعباس	المجلعباس	PROPN
alkej-205	154	10	خماس	خماس	PROPN
alkej-205	154	11	حسين	حسين	PROPN
alkej-205	154	12	م	م	PROPN
alkej-205	154	13	54	54	NUM
alkej-205	154	14	aisi4340تحذيذ	aisi4340تحذيذ	NOUN
alkej-205	154	15	العوامل	العوامل	NOUN
alkej-205	154	16	المثلى	المثلى	PROPN
alkej-205	154	17	للبلى	للبلى	VERB
alkej-205	155	1	في	في	ADP
alkej-205	155	2	الفوالر	الفوالر	NOUN
alkej-205	155	3	نوع	نوع	PROPN
alkej-205	155	4	عباس	عباس	VERB
alkej-205	155	5	خماس	خماس	PROPN
alkej-205	155	6	حسين	حسين	PROPN
alkej-205	155	7	اٌحىٕىٌىخٍةاٌداِعة	اٌحىٕىٌىخٍةاٌداِعة	PROPN
alkej-205	156	1	/	/	PUNCT
alkej-205	156	2	لسُ	لسُ	X
alkej-205	156	3	هٕذسة	هٕذسة	NUM
alkej-205	156	4	اٌّىاد	اٌّىاد	X
alkej-205	156	5	abbas2000x@yahoo.com	abbas2000x@yahoo.com	X
alkej-205	156	6	:	:	PUNCT
alkej-205	157	1	االٌىحشؤً	االٌىحشؤً	X
alkej-205	157	2	اٌبشٌذ	اٌبشٌذ	PROPN
alkej-205	157	3	الخالصة	الخالصة	PROPN
alkej-205	157	4	و	و	PRON
alkej-205	157	5	.	.	PUNCT
alkej-205	157	6	طشٌمة	طشٌمة	PUNCT
alkej-205	157	7	جاوىخً	جاوىخً	PROPN
alkej-205	157	8	جحث	جحث	NOUN
alkej-205	157	9	ظشوف	ظشوف	NOUN
alkej-205	157	10	اإلخحباس	اإلخحباس	VERB
alkej-205	157	11	اٌّخحٍفة	اٌّخحٍفة	PROPN
alkej-205	157	12	عٍى	عٍى	PROPN
alkej-205	158	1	وفك	وفك	PROPN
alkej-205	158	2	aisi	aisi	PROPN
alkej-205	158	3	4340	4340	NUM
alkej-205	158	4	-	-	PUNCT
alkej-205	158	5	جحضّٓ	جحضّٓ	ADJ
alkej-205	158	6	هزٖ	هزٖ	ADJ
alkej-205	158	7	اٌذساسة	اٌذساسة	PROPN
alkej-205	158	8	جحذٌذ	جحذٌذ	X
alkej-205	158	9	اٌعىاًِ	اٌعىاًِ	X
alkej-205	158	10	اٌّثٍى	اٌّثٍى	PROPN
alkej-205	158	11	ٌسٍىن	ٌسٍىن	NUM
alkej-205	158	12	اٌبٍى	اٌبٍى	PROPN
alkej-205	158	13	فً	فً	PRON
alkej-205	158	14	اٌفىالر	اٌفىالر	NOUN
alkej-205	158	15	ٔىع	ٔىع	VERB
alkej-205	158	16	و	و	PRON
alkej-205	158	17	جُ	جُ	SYM
alkej-205	158	18	إعحّاد	إعحّاد	PROPN
alkej-205	158	19	إسٍىب	إسٍىب	NOUN
alkej-205	158	20	اإلٔحشاس	اإلٔحشاس	PROPN
alkej-205	158	21	اٌعىسً	اٌعىسً	VERB
alkej-205	158	22	ٌٍشبىة	ٌٍشبىة	VERB
alkej-205	158	23	.	.	PUNCT
alkej-205	159	1	aisi	aisi	PROPN
alkej-205	159	2	4340فً	4340فً	NUM
alkej-205	159	3	هزا	هزا	PROPN
alkej-205	159	4	اٌبحث	اٌبحث	PUNCT
alkej-205	159	5	اٌشبىة	اٌشبىة	NOUN
alkej-205	159	6	اٌعصبىٍٔة	اٌعصبىٍٔة	X
alkej-205	159	7	و	و	PRON
alkej-205	159	8	طشٌمة	طشٌمة	PUNCT
alkej-205	159	9	جاوىخً	جاوىخً	NOUN
alkej-205	159	10	ٌخفض	ٌخفض	PROPN
alkej-205	159	11	ِعذي	ِعذي	PROPN
alkej-205	159	12	اٌبٍى	اٌبٍى	PROPN
alkej-205	159	13	فً	فً	VERB
alkej-205	159	14	اٌفىالر	اٌفىالر	NOUN
alkej-205	159	15	تأُسحخذَ	تأُسحخذَ	PUNCT
alkej-205	159	16	اٌحًّ	اٌحًّ	PROPN
alkej-205	159	17	اٌّسٍظ	اٌّسٍظ	PROPN
alkej-205	159	18	و	و	X
alkej-205	159	19	و	و	PROPN
alkej-205	159	20	أِا	أِا	PROPN
alkej-205	159	21	ِحغٍشات	ِحغٍشات	NUM
alkej-205	159	22	اإلدخاي	اإلدخاي	NOUN
alkej-205	159	23	أي	أي	VERB
alkej-205	159	24	ِعاِالت	ِعاِالت	PROPN
alkej-205	159	25	اٌبٍى	اٌبٍى	PROPN
alkej-205	159	26	اٌحً	اٌحً	PROPN
alkej-205	160	1	جُ	جُ	SYM
alkej-205	160	2	إسحخذاِها	إسحخذاِها	PROPN
alkej-205	160	3	ٌٍحصىي	ٌٍحصىي	PROPN
alkej-205	160	4	عٍى	عٍى	VERB
alkej-205	160	5	ّٔىرج	ّٔىرج	NOUN
alkej-205	160	6	اٌحٕبأ	اٌحٕبأ	PROPN
alkej-205	160	7	فهً	فهً	PROPN
alkej-205	160	8	سشعة	سشعة	NOUN
alkej-205	160	9	اإلٔزالق	اإلٔزالق	PROPN
alkej-205	160	10	.	.	PUNCT
alkej-205	160	11	اٌعصبىٍٔة	اٌعصبىٍٔة	X
alkej-205	161	1	ٌٍحٕبأ	ٌٍحٕبأ	NUM
alkej-205	161	2	بّعذي	بّعذي	PROPN
alkej-205	161	3	اٌبٍى	اٌبٍى	PROPN
alkej-205	161	4	.و	.و	PROPN
alkej-205	161	5	أخٍشاً	أخٍشاً	PROPN
alkej-205	161	6	،	،	X
alkej-205	161	7	جُ	جُ	NOUN
alkej-205	161	8	جطبٍك	جطبٍك	NOUN
alkej-205	161	9	طشٌمة	طشٌمة	PUNCT
alkej-205	161	10	جاوىخً	جاوىخً	NOUN
alkej-205	161	11	ٌححذٌذ	ٌححذٌذ	NUM
alkej-205	161	12	اٌّسحىٌات	اٌّسحىٌات	PROPN
alkej-205	161	13	اٌّثٍى	اٌّثٍى	VERB
alkej-205	161	14	ٌعىاًِ	ٌعىاًِ	NOUN
alkej-205	161	15	اٌبٍى	اٌبٍى	NOUN
alkej-205	161	16	.	.	PUNCT
alkej-205	162	1	وّا	وّا	PROPN
alkej-205	162	2	أسحخذَ	أسحخذَ	NOUN
alkej-205	162	3	جحًٍٍ	جحًٍٍ	PUNCT
alkej-205	163	1	اٌحبآٌ	اٌحبآٌ	X
alkej-205	163	2	ٌححذٌذ	ٌححذٌذ	X
alkej-205	163	3	جأثٍش	جأثٍش	PROPN
alkej-205	163	4	اٌعىاًِ	اٌعىاًِ	X
alkej-205	163	5	عٍى	عٍى	PROPN
alkej-205	163	6	ِعذي	ِعذي	PROPN
alkej-205	163	7	اٌبٍى	اٌبٍى	PROPN
alkej-205	163	8	.	.	PUNCT
alkej-205	164	1	ِسافة	ِسافة	PROPN
alkej-205	164	2	اإلٔزالق	اإلٔزالق	PROPN
alkej-205	164	3	وّا	وّا	PROPN
alkej-205	164	4	أْ	أْ	VERB
alkej-205	164	5	لٍّة	لٍّة	VERB
alkej-205	164	6	اٌخطأ	اٌخطأ	PROPN
alkej-205	164	7	ِابٍٓ	ِابٍٓ	NOUN
alkej-205	164	8	اٌمٍُ	اٌمٍُ	PROPN
alkej-205	164	9	.	.	PUNCT
alkej-205	165	1	ي	ي	X
alkej-205	165	2	اٌى	اٌى	NOUN
alkej-205	165	3	خفض	خفض	PROPN
alkej-205	165	4	ِعذي	ِعذي	PROPN
alkej-205	165	5	اٌبٍى	اٌبٍى	PROPN
alkej-205	165	6	جؤد	جؤد	PROPN
alkej-205	165	7	(	(	PUNCT
alkej-205	165	8	2	2	NUM
alkej-205	165	9	،	،	NOUN
alkej-205	165	10	و	و	PRON
alkej-205	165	11	ِسافة	ِسافة	PROPN
alkej-205	165	12	اإلٔزالق	اإلٔزالق	PROPN
alkej-205	165	13	1سشعة	1سشعة	NUM
alkej-205	165	14	اإلٔزالق	اإلٔزالق	NOUN
alkej-205	165	15	و	و	PRON
alkej-205	165	16	3اٌحًّ	3اٌحًّ	NUM
alkej-205	165	17	)	)	PUNCT
alkej-205	165	18	و	و	PRON
alkej-205	165	19	أظهشت	أظهشت	NOUN
alkej-205	165	20	إٌحائح	إٌحائح	NOUN
alkej-205	165	21	،	،	NOUN
alkej-205	165	22	أْ	أْ	PUNCT
alkej-205	165	23	اٌعىاًِ	اٌعىاًِ	X
alkej-205	165	24	اٌّثٍى	اٌّثٍى	PROPN
alkej-205	165	25	.أي	.أي	SYM
alkej-205	165	26	هٕاٌٍه	هٕاٌٍه	PRON
alkej-205	165	27	جىافك	جىافك	NOUN
alkej-205	165	28	خٍذ	خٍذ	VERB
alkej-205	165	29	ِابٍٓ	ِابٍٓ	NOUN
alkej-205	165	30	إٌحائح	إٌحائح	NOUN
alkej-205	165	31	اٌحً	اٌحً	NOUN
alkej-205	166	1	جُ	جُ	X
alkej-205	166	2	اٌحٕبأ	اٌحٕبأ	VERB
alkej-205	166	3	بها	بها	NOUN
alkej-205	166	4	و	و	PRON
alkej-205	166	5	إٌحائح	إٌحائح	NOUN
alkej-205	166	6	اٌحدشٌبٍة	اٌحدشٌبٍة	VERB
alkej-205	166	7	%	%	NOUN
alkej-205	166	8	3.19اٌحً	3.19اٌحً	X
alkej-205	166	9	جُ	جُ	X
alkej-205	166	10	اٌحٕبأ	اٌحٕبأ	VERB
alkej-205	166	11	بها	بها	NOUN
alkej-205	166	12	و	و	PROPN
alkej-205	166	13	اٌمٍُ	اٌمٍُ	PROPN
alkej-205	166	14	اٌحدشٌبٍة	اٌحدشٌبٍة	NOUN
alkej-205	166	15	هً	هً	PUNCT
alkej-205	166	16	فمظ	فمظ	X
alkej-205	166	17	mailto:abbas2000x@yahoo.comالبريد	mailto:abbas2000x@yahoo.comالبريد	NOUN
alkej-205	166	18	mailto:abbas2000x@yahoo.comالبريد	mailto:abbas2000x@yahoo.comالبريد	NOUN