id	sid	tid	token	lemma	pos
ap-7096	1	1	acta	acta	PROPN
ap-7096	1	2	polytechnica	polytechnica	PROPN
ap-7096	1	3	https://doi.org/10.14311/ap.2021.61.0489	https://doi.org/10.14311/ap.2021.61.0489	PROPN
ap-7096	1	4	acta	acta	PROPN
ap-7096	1	5	polytechnica	polytechnica	PROPN
ap-7096	1	6	61(3):489–496	61(3):489–496	PROPN
ap-7096	1	7	,	,	PUNCT
ap-7096	1	8	2021	2021	NUM
ap-7096	1	9	©	©	ADP
ap-7096	1	10	2021	2021	NUM
ap-7096	1	11	the	the	DET
ap-7096	1	12	author(s	author(s	NOUN
ap-7096	1	13	)	)	PUNCT
ap-7096	1	14	.	.	PUNCT
ap-7096	2	1	licensed	license	VERB
ap-7096	2	2	under	under	ADP
ap-7096	2	3	a	a	DET
ap-7096	2	4	cc	cc	NOUN
ap-7096	2	5	-	-	PUNCT
ap-7096	2	6	by	by	ADP
ap-7096	2	7	4.0	4.0	NUM
ap-7096	2	8	licence	licence	NOUN
ap-7096	2	9	published	publish	VERB
ap-7096	2	10	by	by	ADP
ap-7096	2	11	the	the	DET
ap-7096	2	12	czech	czech	PROPN
ap-7096	2	13	technical	technical	PROPN
ap-7096	2	14	university	university	PROPN
ap-7096	2	15	in	in	ADP
ap-7096	2	16	prague	prague	PROPN
ap-7096	2	17	assessment	assessment	NOUN
ap-7096	2	18	of	of	ADP
ap-7096	2	19	the	the	DET
ap-7096	2	20	effectiveness	effectiveness	NOUN
ap-7096	2	21	of	of	ADP
ap-7096	2	22	lubrication	lubrication	NOUN
ap-7096	2	23	of	of	ADP
ap-7096	2	24	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	2	25	titanium	titanium	NOUN
ap-7096	2	26	alloy	alloy	NOUN
ap-7096	2	27	sheets	sheet	NOUN
ap-7096	2	28	using	use	VERB
ap-7096	2	29	radial	radial	ADJ
ap-7096	2	30	basis	basis	NOUN
ap-7096	2	31	function	function	NOUN
ap-7096	2	32	neural	neural	ADJ
ap-7096	2	33	networks	network	NOUN
ap-7096	2	34	tomasz	tomasz	PROPN
ap-7096	2	35	trzepiecińskia,∗	trzepiecińskia,∗	NOUN
ap-7096	2	36	,	,	PUNCT
ap-7096	2	37	marcin	marcin	NOUN
ap-7096	2	38	szpunarb	szpunarb	ADP
ap-7096	2	39	a	a	DET
ap-7096	2	40	rzeszow	rzeszow	NOUN
ap-7096	2	41	university	university	NOUN
ap-7096	2	42	of	of	ADP
ap-7096	2	43	technology	technology	NOUN
ap-7096	2	44	,	,	PUNCT
ap-7096	2	45	department	department	NOUN
ap-7096	2	46	of	of	ADP
ap-7096	2	47	materials	material	NOUN
ap-7096	2	48	forming	form	VERB
ap-7096	2	49	and	and	CCONJ
ap-7096	2	50	processing	processing	NOUN
ap-7096	2	51	,	,	PUNCT
ap-7096	2	52	al	al	PROPN
ap-7096	2	53	.	.	PROPN
ap-7096	2	54	powst	powst	PROPN
ap-7096	2	55	.	.	PUNCT
ap-7096	3	1	warszawy	warszawy	PROPN
ap-7096	3	2	8	8	NUM
ap-7096	3	3	,	,	PUNCT
ap-7096	3	4	35	35	NUM
ap-7096	3	5	-	-	SYM
ap-7096	3	6	959	959	NUM
ap-7096	3	7	rzeszów	rzeszów	NOUN
ap-7096	3	8	,	,	PUNCT
ap-7096	3	9	poland	poland	PROPN
ap-7096	3	10	b	b	PROPN
ap-7096	3	11	rzeszow	rzeszow	PROPN
ap-7096	3	12	university	university	PROPN
ap-7096	3	13	of	of	ADP
ap-7096	3	14	technology	technology	NOUN
ap-7096	3	15	,	,	PUNCT
ap-7096	3	16	doctoral	doctoral	ADJ
ap-7096	3	17	school	school	NOUN
ap-7096	3	18	of	of	ADP
ap-7096	3	19	engineering	engineering	NOUN
ap-7096	3	20	and	and	CCONJ
ap-7096	3	21	technical	technical	ADJ
ap-7096	3	22	sciences	science	NOUN
ap-7096	3	23	at	at	ADP
ap-7096	3	24	the	the	DET
ap-7096	3	25	rzeszow	rzeszow	NOUN
ap-7096	3	26	university	university	PROPN
ap-7096	3	27	of	of	ADP
ap-7096	3	28	technology	technology	PROPN
ap-7096	3	29	,	,	PUNCT
ap-7096	3	30	al	al	PROPN
ap-7096	3	31	.	.	PROPN
ap-7096	3	32	powst	powst	PROPN
ap-7096	3	33	.	.	PUNCT
ap-7096	4	1	warszawy	warszawy	PROPN
ap-7096	4	2	12	12	NUM
ap-7096	4	3	,	,	PUNCT
ap-7096	4	4	35	35	NUM
ap-7096	4	5	-	-	SYM
ap-7096	4	6	959	959	NUM
ap-7096	4	7	rzeszów	rzeszów	NOUN
ap-7096	4	8	,	,	PUNCT
ap-7096	4	9	poland	poland	PROPN
ap-7096	4	10	∗	∗	NOUN
ap-7096	4	11	corresponding	correspond	VERB
ap-7096	4	12	author	author	NOUN
ap-7096	4	13	:	:	PUNCT
ap-7096	4	14	tomtrz@prz.edu.pl	tomtrz@prz.edu.pl	PROPN
ap-7096	4	15	abstract	abstract	NOUN
ap-7096	4	16	.	.	PUNCT
ap-7096	5	1	the	the	DET
ap-7096	5	2	aim	aim	NOUN
ap-7096	5	3	of	of	ADP
ap-7096	5	4	the	the	DET
ap-7096	5	5	research	research	NOUN
ap-7096	5	6	presented	present	VERB
ap-7096	5	7	in	in	ADP
ap-7096	5	8	this	this	DET
ap-7096	5	9	article	article	NOUN
ap-7096	5	10	was	be	AUX
ap-7096	5	11	to	to	PART
ap-7096	5	12	determine	determine	VERB
ap-7096	5	13	the	the	DET
ap-7096	5	14	value	value	NOUN
ap-7096	5	15	of	of	ADP
ap-7096	5	16	the	the	DET
ap-7096	5	17	friction	friction	NOUN
ap-7096	5	18	coefficient	coefficient	NOUN
ap-7096	5	19	using	use	VERB
ap-7096	5	20	a	a	DET
ap-7096	5	21	simple	simple	ADJ
ap-7096	5	22	tribological	tribological	ADJ
ap-7096	5	23	test	test	NOUN
ap-7096	5	24	and	and	CCONJ
ap-7096	5	25	to	to	PART
ap-7096	5	26	build	build	VERB
ap-7096	5	27	an	an	DET
ap-7096	5	28	empirical	empirical	ADJ
ap-7096	5	29	model	model	NOUN
ap-7096	5	30	of	of	ADP
ap-7096	5	31	friction	friction	NOUN
ap-7096	5	32	with	with	ADP
ap-7096	5	33	the	the	DET
ap-7096	5	34	use	use	NOUN
ap-7096	5	35	of	of	ADP
ap-7096	5	36	radial	radial	ADJ
ap-7096	5	37	basis	basis	NOUN
ap-7096	5	38	function	function	NOUN
ap-7096	5	39	artifi	artifi	ADJ
ap-7096	5	40	-	-	PUNCT
ap-7096	5	41	cial	cial	ADJ
ap-7096	5	42	neural	neural	ADJ
ap-7096	5	43	networks	network	NOUN
ap-7096	5	44	.	.	PUNCT
ap-7096	6	1	the	the	DET
ap-7096	6	2	friction	friction	NOUN
ap-7096	6	3	tests	test	NOUN
ap-7096	6	4	were	be	AUX
ap-7096	6	5	carried	carry	VERB
ap-7096	6	6	out	out	ADP
ap-7096	6	7	on	on	ADP
ap-7096	6	8	a	a	DET
ap-7096	6	9	specially	specially	ADV
ap-7096	6	10	designed	design	VERB
ap-7096	6	11	friction	friction	NOUN
ap-7096	6	12	simulator	simulator	NOUN
ap-7096	6	13	that	that	PRON
ap-7096	6	14	allows	allow	VERB
ap-7096	6	15	a	a	DET
ap-7096	6	16	sheet	sheet	NOUN
ap-7096	6	17	metal	metal	NOUN
ap-7096	6	18	strip	strip	NOUN
ap-7096	6	19	to	to	PART
ap-7096	6	20	be	be	AUX
ap-7096	6	21	drawn	draw	VERB
ap-7096	6	22	between	between	ADP
ap-7096	6	23	two	two	NUM
ap-7096	6	24	fixed	fix	VERB
ap-7096	6	25	dies	die	NOUN
ap-7096	6	26	.	.	PUNCT
ap-7096	7	1	the	the	DET
ap-7096	7	2	test	test	NOUN
ap-7096	7	3	materials	material	NOUN
ap-7096	7	4	were	be	AUX
ap-7096	7	5	sheets	sheet	NOUN
ap-7096	7	6	of	of	ADP
ap-7096	7	7	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	7	8	titanium	titanium	NOUN
ap-7096	7	9	alloy	alloy	NOUN
ap-7096	7	10	with	with	ADP
ap-7096	7	11	a	a	DET
ap-7096	7	12	thickness	thickness	NOUN
ap-7096	7	13	of	of	ADP
ap-7096	7	14	0.5	0.5	NUM
ap-7096	7	15	mm	mm	NOUN
ap-7096	7	16	.	.	PUNCT
ap-7096	8	1	the	the	DET
ap-7096	8	2	friction	friction	NOUN
ap-7096	8	3	tests	test	NOUN
ap-7096	8	4	were	be	AUX
ap-7096	8	5	carried	carry	VERB
ap-7096	8	6	out	out	ADP
ap-7096	8	7	with	with	ADP
ap-7096	8	8	variable	variable	ADJ
ap-7096	8	9	contact	contact	NOUN
ap-7096	8	10	forces	force	NOUN
ap-7096	8	11	of	of	ADP
ap-7096	8	12	counter	counter	NOUN
ap-7096	8	13	-	-	NOUN
ap-7096	8	14	samples	sample	NOUN
ap-7096	8	15	with	with	ADP
ap-7096	8	16	rounded	rounded	ADJ
ap-7096	8	17	surfaces	surface	NOUN
ap-7096	8	18	and	and	CCONJ
ap-7096	8	19	in	in	ADP
ap-7096	8	20	various	various	ADJ
ap-7096	8	21	lubrication	lubrication	NOUN
ap-7096	8	22	conditions	condition	NOUN
ap-7096	8	23	.	.	PUNCT
ap-7096	9	1	mineral	mineral	NOUN
ap-7096	9	2	oils	oil	NOUN
ap-7096	9	3	and	and	CCONJ
ap-7096	9	4	bio	bio	ADJ
ap-7096	9	5	-	-	ADJ
ap-7096	9	6	degradable	degradable	ADJ
ap-7096	9	7	oils	oil	NOUN
ap-7096	9	8	with	with	ADP
ap-7096	9	9	the	the	DET
ap-7096	9	10	addition	addition	NOUN
ap-7096	9	11	of	of	ADP
ap-7096	9	12	boric	boric	ADJ
ap-7096	9	13	acid	acid	NOUN
ap-7096	9	14	(	(	PUNCT
ap-7096	9	15	5	5	NUM
ap-7096	9	16	wt%	wt%	PRON
ap-7096	9	17	)	)	PUNCT
ap-7096	9	18	were	be	AUX
ap-7096	9	19	tested	test	VERB
ap-7096	9	20	.	.	PUNCT
ap-7096	10	1	based	base	VERB
ap-7096	10	2	on	on	ADP
ap-7096	10	3	the	the	DET
ap-7096	10	4	results	result	NOUN
ap-7096	10	5	of	of	ADP
ap-7096	10	6	friction	friction	NOUN
ap-7096	10	7	investigations	investigation	NOUN
ap-7096	10	8	,	,	PUNCT
ap-7096	10	9	neural	neural	ADJ
ap-7096	10	10	models	model	NOUN
ap-7096	10	11	of	of	ADP
ap-7096	10	12	friction	friction	NOUN
ap-7096	10	13	were	be	AUX
ap-7096	10	14	built	build	VERB
ap-7096	10	15	using	use	VERB
ap-7096	10	16	rbf	rbf	PROPN
ap-7096	10	17	artificial	artificial	ADJ
ap-7096	10	18	neural	neural	ADJ
ap-7096	10	19	networks	network	NOUN
ap-7096	10	20	.	.	PUNCT
ap-7096	11	1	the	the	DET
ap-7096	11	2	good	good	ADJ
ap-7096	11	3	properties	property	NOUN
ap-7096	11	4	of	of	ADP
ap-7096	11	5	the	the	DET
ap-7096	11	6	rbf	rbf	PROPN
ap-7096	11	7	network	network	PROPN
ap-7096	11	8	2:2	2:2	NUM
ap-7096	11	9	-	-	SYM
ap-7096	11	10	35	35	NUM
ap-7096	11	11	-	-	PUNCT
ap-7096	11	12	1:1	1:1	NUM
ap-7096	11	13	were	be	AUX
ap-7096	11	14	confirmed	confirm	VERB
ap-7096	11	15	by	by	ADP
ap-7096	11	16	a	a	DET
ap-7096	11	17	high	high	ADJ
ap-7096	11	18	value	value	NOUN
ap-7096	11	19	of	of	ADP
ap-7096	11	20	the	the	DET
ap-7096	11	21	determination	determination	NOUN
ap-7096	11	22	coefficient	coefficient	NOUN
ap-7096	11	23	r2	r2	PROPN
ap-7096	11	24	=	=	PROPN
ap-7096	11	25	0.9984	0.9984	NUM
ap-7096	11	26	and	and	CCONJ
ap-7096	11	27	a	a	DET
ap-7096	11	28	low	low	ADJ
ap-7096	11	29	value	value	NOUN
ap-7096	11	30	of	of	ADP
ap-7096	11	31	the	the	DET
ap-7096	11	32	s.d	s.d	PROPN
ap-7096	11	33	.	.	PROPN
ap-7096	11	34	ratio	ratio	NOUN
ap-7096	11	35	equal	equal	ADJ
ap-7096	11	36	to	to	ADP
ap-7096	11	37	0.0557	0.0557	NUM
ap-7096	11	38	.	.	PUNCT
ap-7096	12	1	it	it	PRON
ap-7096	12	2	was	be	AUX
ap-7096	12	3	found	find	VERB
ap-7096	12	4	that	that	SCONJ
ap-7096	12	5	the	the	DET
ap-7096	12	6	cof	cof	PROPN
ap-7096	12	7	value	value	NOUN
ap-7096	12	8	was	be	AUX
ap-7096	12	9	the	the	DET
ap-7096	12	10	highest	high	ADJ
ap-7096	12	11	for	for	ADP
ap-7096	12	12	the	the	DET
ap-7096	12	13	average	average	ADJ
ap-7096	12	14	values	value	NOUN
ap-7096	12	15	of	of	ADP
ap-7096	12	16	both	both	CCONJ
ap-7096	12	17	the	the	DET
ap-7096	12	18	nominal	nominal	ADJ
ap-7096	12	19	pressure	pressure	NOUN
ap-7096	12	20	and	and	CCONJ
ap-7096	12	21	kinematic	kinematic	ADJ
ap-7096	12	22	viscosity	viscosity	NOUN
ap-7096	12	23	.	.	PUNCT
ap-7096	13	1	over	over	SCONJ
ap-7096	13	2	the	the	DET
ap-7096	13	3	entire	entire	ADJ
ap-7096	13	4	range	range	NOUN
ap-7096	13	5	of	of	ADP
ap-7096	13	6	nominal	nominal	ADJ
ap-7096	13	7	pressures	pressure	NOUN
ap-7096	13	8	applied	apply	VERB
ap-7096	13	9	,	,	PUNCT
ap-7096	13	10	sae10w-40	sae10w-40	NOUN
ap-7096	13	11	engine	engine	NOUN
ap-7096	13	12	oil	oil	NOUN
ap-7096	13	13	ensured	ensure	VERB
ap-7096	13	14	the	the	DET
ap-7096	13	15	most	most	ADV
ap-7096	13	16	effective	effective	ADJ
ap-7096	13	17	reduction	reduction	NOUN
ap-7096	13	18	of	of	ADP
ap-7096	13	19	the	the	DET
ap-7096	13	20	cof	cof	PROPN
ap-7096	13	21	.	.	PUNCT
ap-7096	14	1	the	the	DET
ap-7096	14	2	cof	cof	PROPN
ap-7096	14	3	value	value	NOUN
ap-7096	14	4	was	be	AUX
ap-7096	14	5	the	the	DET
ap-7096	14	6	highest	high	ADJ
ap-7096	14	7	for	for	ADP
ap-7096	14	8	the	the	DET
ap-7096	14	9	average	average	ADJ
ap-7096	14	10	values	value	NOUN
ap-7096	14	11	of	of	ADP
ap-7096	14	12	both	both	CCONJ
ap-7096	14	13	the	the	DET
ap-7096	14	14	nominal	nominal	ADJ
ap-7096	14	15	pressure	pressure	NOUN
ap-7096	14	16	and	and	CCONJ
ap-7096	14	17	kinematic	kinematic	ADJ
ap-7096	14	18	viscosity	viscosity	NOUN
ap-7096	14	19	.	.	PUNCT
ap-7096	15	1	keywords	keyword	NOUN
ap-7096	15	2	:	:	PUNCT
ap-7096	15	3	artificial	artificial	ADJ
ap-7096	15	4	neural	neural	ADJ
ap-7096	15	5	networks	network	NOUN
ap-7096	15	6	,	,	PUNCT
ap-7096	15	7	coefficient	coefficient	NOUN
ap-7096	15	8	of	of	ADP
ap-7096	15	9	friction	friction	NOUN
ap-7096	15	10	,	,	PUNCT
ap-7096	15	11	friction	friction	NOUN
ap-7096	15	12	,	,	PUNCT
ap-7096	15	13	sheet	sheet	NOUN
ap-7096	15	14	metal	metal	NOUN
ap-7096	15	15	forming	forming	NOUN
ap-7096	15	16	,	,	PUNCT
ap-7096	15	17	ti-6al-4v	ti-6al-4v	NOUN
ap-7096	15	18	,	,	PUNCT
ap-7096	15	19	titanium	titanium	NOUN
ap-7096	15	20	sheets	sheet	NOUN
ap-7096	15	21	.	.	PUNCT
ap-7096	16	1	1	1	X
ap-7096	16	2	.	.	X
ap-7096	16	3	introduction	introduction	NOUN
ap-7096	16	4	sheet	sheet	NOUN
ap-7096	16	5	metal	metal	NOUN
ap-7096	16	6	forming	form	VERB
ap-7096	16	7	(	(	PUNCT
ap-7096	16	8	smf	smf	PROPN
ap-7096	16	9	)	)	PUNCT
ap-7096	16	10	is	be	AUX
ap-7096	16	11	one	one	NUM
ap-7096	16	12	of	of	ADP
ap-7096	16	13	the	the	DET
ap-7096	16	14	most	most	ADV
ap-7096	16	15	popular	popular	ADJ
ap-7096	16	16	methods	method	NOUN
ap-7096	16	17	of	of	ADP
ap-7096	16	18	obtaining	obtain	VERB
ap-7096	16	19	finished	finished	ADJ
ap-7096	16	20	products	product	NOUN
ap-7096	16	21	,	,	PUNCT
ap-7096	16	22	especially	especially	ADV
ap-7096	16	23	in	in	ADP
ap-7096	16	24	the	the	DET
ap-7096	16	25	automotive	automotive	ADJ
ap-7096	16	26	industry	industry	NOUN
ap-7096	16	27	.	.	PUNCT
ap-7096	17	1	the	the	DET
ap-7096	17	2	processes	process	NOUN
ap-7096	17	3	taking	take	VERB
ap-7096	17	4	place	place	NOUN
ap-7096	17	5	in	in	ADP
ap-7096	17	6	the	the	DET
ap-7096	17	7	contact	contact	NOUN
ap-7096	17	8	zone	zone	NOUN
ap-7096	17	9	in	in	ADP
ap-7096	17	10	smf	smf	PROPN
ap-7096	17	11	are	be	AUX
ap-7096	17	12	influenced	influence	VERB
ap-7096	17	13	by	by	ADP
ap-7096	17	14	many	many	ADJ
ap-7096	17	15	factors	factor	NOUN
ap-7096	17	16	,	,	PUNCT
ap-7096	17	17	including	include	VERB
ap-7096	17	18	the	the	DET
ap-7096	17	19	amount	amount	NOUN
ap-7096	17	20	of	of	ADP
ap-7096	17	21	normal	normal	ADJ
ap-7096	17	22	pressures	pressure	NOUN
ap-7096	17	23	,	,	PUNCT
ap-7096	17	24	the	the	DET
ap-7096	17	25	macroand	macroand	NOUN
ap-7096	17	26	microgeometry	microgeometry	NOUN
ap-7096	17	27	of	of	ADP
ap-7096	17	28	the	the	DET
ap-7096	17	29	contact	contact	NOUN
ap-7096	17	30	interface	interface	NOUN
ap-7096	17	31	,	,	PUNCT
ap-7096	17	32	both	both	CCONJ
ap-7096	17	33	the	the	DET
ap-7096	17	34	type	type	NOUN
ap-7096	17	35	and	and	CCONJ
ap-7096	17	36	the	the	DET
ap-7096	17	37	viscosity	viscosity	NOUN
ap-7096	17	38	of	of	ADP
ap-7096	17	39	the	the	DET
ap-7096	17	40	lubricant	lubricant	NOUN
ap-7096	17	41	,	,	PUNCT
ap-7096	17	42	the	the	DET
ap-7096	17	43	kind	kind	NOUN
ap-7096	17	44	of	of	ADP
ap-7096	17	45	die	die	NOUN
ap-7096	17	46	and	and	CCONJ
ap-7096	17	47	workpiece	workpiece	NOUN
ap-7096	17	48	material	material	NOUN
ap-7096	17	49	,	,	PUNCT
ap-7096	17	50	the	the	DET
ap-7096	17	51	topography	topography	NOUN
ap-7096	17	52	of	of	ADP
ap-7096	17	53	the	the	DET
ap-7096	17	54	sheet	sheet	NOUN
ap-7096	17	55	surface	surface	NOUN
ap-7096	17	56	and	and	CCONJ
ap-7096	17	57	tools	tool	NOUN
ap-7096	17	58	,	,	PUNCT
ap-7096	17	59	the	the	DET
ap-7096	17	60	dynamics	dynamic	NOUN
ap-7096	17	61	of	of	ADP
ap-7096	17	62	the	the	DET
ap-7096	17	63	loads	load	NOUN
ap-7096	17	64	,	,	PUNCT
ap-7096	17	65	physicochemical	physicochemical	ADJ
ap-7096	17	66	phenomena	phenomenon	NOUN
ap-7096	17	67	on	on	ADP
ap-7096	17	68	the	the	DET
ap-7096	17	69	contact	contact	NOUN
ap-7096	17	70	surface	surface	NOUN
ap-7096	17	71	and	and	CCONJ
ap-7096	17	72	the	the	DET
ap-7096	17	73	processing	processing	NOUN
ap-7096	17	74	temperature	temperature	NOUN
ap-7096	17	75	[	[	X
ap-7096	17	76	1	1	NUM
ap-7096	17	77	,	,	PUNCT
ap-7096	17	78	2	2	NUM
ap-7096	17	79	]	]	PUNCT
ap-7096	17	80	.	.	PUNCT
ap-7096	18	1	the	the	DET
ap-7096	18	2	factors	factor	NOUN
ap-7096	18	3	dependent	dependent	ADJ
ap-7096	18	4	on	on	ADP
ap-7096	18	5	the	the	DET
ap-7096	18	6	technological	technological	ADJ
ap-7096	18	7	parameters	parameter	NOUN
ap-7096	18	8	of	of	ADP
ap-7096	18	9	the	the	DET
ap-7096	18	10	smf	smf	PROPN
ap-7096	18	11	process	process	NOUN
ap-7096	18	12	include	include	VERB
ap-7096	18	13	the	the	DET
ap-7096	18	14	values	value	NOUN
ap-7096	18	15	of	of	ADP
ap-7096	18	16	normal	normal	ADJ
ap-7096	18	17	pressure	pressure	NOUN
ap-7096	18	18	and	and	CCONJ
ap-7096	18	19	the	the	DET
ap-7096	18	20	sliding	slide	VERB
ap-7096	18	21	speed	speed	NOUN
ap-7096	18	22	[	[	X
ap-7096	18	23	3	3	NUM
ap-7096	18	24	,	,	PUNCT
ap-7096	18	25	4	4	NUM
ap-7096	18	26	]	]	PUNCT
ap-7096	18	27	.	.	PUNCT
ap-7096	19	1	the	the	DET
ap-7096	19	2	value	value	NOUN
ap-7096	19	3	of	of	ADP
ap-7096	19	4	the	the	DET
ap-7096	19	5	coefficient	coefficient	NOUN
ap-7096	19	6	of	of	ADP
ap-7096	19	7	friction	friction	NOUN
ap-7096	19	8	(	(	PUNCT
ap-7096	19	9	cof	cof	PROPN
ap-7096	19	10	)	)	PUNCT
ap-7096	19	11	continuously	continuously	ADV
ap-7096	19	12	changes	change	VERB
ap-7096	19	13	during	during	ADP
ap-7096	19	14	the	the	DET
ap-7096	19	15	forming	form	VERB
ap-7096	19	16	process	process	NOUN
ap-7096	19	17	due	due	ADP
ap-7096	19	18	to	to	ADP
ap-7096	19	19	the	the	DET
ap-7096	19	20	flattening	flattening	NOUN
ap-7096	19	21	and	and	CCONJ
ap-7096	19	22	wear	wear	NOUN
ap-7096	19	23	of	of	ADP
ap-7096	19	24	the	the	DET
ap-7096	19	25	roughness	roughness	NOUN
ap-7096	19	26	asperities	asperity	NOUN
ap-7096	19	27	on	on	ADP
ap-7096	19	28	the	the	DET
ap-7096	19	29	tool	tool	NOUN
ap-7096	19	30	surface	surface	NOUN
ap-7096	19	31	[	[	X
ap-7096	19	32	4	4	NUM
ap-7096	19	33	,	,	PUNCT
ap-7096	19	34	5	5	NUM
ap-7096	19	35	]	]	PUNCT
ap-7096	19	36	.	.	PUNCT
ap-7096	20	1	the	the	DET
ap-7096	20	2	appropriate	appropriate	ADJ
ap-7096	20	3	selection	selection	NOUN
ap-7096	20	4	of	of	ADP
ap-7096	20	5	the	the	DET
ap-7096	20	6	process	process	NOUN
ap-7096	20	7	parameters	parameter	NOUN
ap-7096	20	8	determines	determine	VERB
ap-7096	20	9	the	the	DET
ap-7096	20	10	fabrication	fabrication	NOUN
ap-7096	20	11	of	of	ADP
ap-7096	20	12	a	a	DET
ap-7096	20	13	product	product	NOUN
ap-7096	20	14	with	with	ADP
ap-7096	20	15	the	the	DET
ap-7096	20	16	required	require	VERB
ap-7096	20	17	dimensional	dimensional	ADJ
ap-7096	20	18	and	and	CCONJ
ap-7096	20	19	shape	shape	NOUN
ap-7096	20	20	accuracy	accuracy	NOUN
ap-7096	20	21	.	.	PUNCT
ap-7096	21	1	titanium	titanium	NOUN
ap-7096	21	2	sheets	sheet	NOUN
ap-7096	21	3	exhibit	exhibit	VERB
ap-7096	21	4	many	many	ADJ
ap-7096	21	5	problems	problem	NOUN
ap-7096	21	6	in	in	ADP
ap-7096	21	7	smf	smf	PROPN
ap-7096	21	8	.	.	PUNCT
ap-7096	22	1	depending	depend	VERB
ap-7096	22	2	on	on	ADP
ap-7096	22	3	the	the	DET
ap-7096	22	4	structure	structure	NOUN
ap-7096	22	5	existing	exist	VERB
ap-7096	22	6	at	at	ADP
ap-7096	22	7	a	a	DET
ap-7096	22	8	room	room	NOUN
ap-7096	22	9	temperature	temperature	NOUN
ap-7096	22	10	,	,	PUNCT
ap-7096	22	11	titanium	titanium	NOUN
ap-7096	22	12	alloys	alloy	NOUN
ap-7096	22	13	are	be	AUX
ap-7096	22	14	divided	divide	VERB
ap-7096	22	15	into	into	ADP
ap-7096	22	16	single	single	ADJ
ap-7096	22	17	-	-	PUNCT
ap-7096	22	18	phase	phase	NOUN
ap-7096	22	19	α	α	NOUN
ap-7096	22	20	alloys	alloy	NOUN
ap-7096	22	21	,	,	PUNCT
ap-7096	22	22	two	two	NUM
ap-7096	22	23	-	-	PUNCT
ap-7096	22	24	phase	phase	NOUN
ap-7096	22	25	α	α	NOUN
ap-7096	22	26	+	+	X
ap-7096	22	27	β	β	X
ap-7096	22	28	and	and	CCONJ
ap-7096	22	29	single	single	ADJ
ap-7096	22	30	-	-	PUNCT
ap-7096	22	31	phase	phase	NOUN
ap-7096	22	32	β	β	NOUN
ap-7096	22	33	alloys	alloy	NOUN
ap-7096	22	34	.	.	PUNCT
ap-7096	23	1	each	each	DET
ap-7096	23	2	group	group	NOUN
ap-7096	23	3	of	of	ADP
ap-7096	23	4	these	these	DET
ap-7096	23	5	alloys	alloy	NOUN
ap-7096	23	6	is	be	AUX
ap-7096	23	7	characterised	characterise	VERB
ap-7096	23	8	by	by	ADP
ap-7096	23	9	different	different	ADJ
ap-7096	23	10	mechanical	mechanical	ADJ
ap-7096	23	11	and	and	CCONJ
ap-7096	23	12	technological	technological	ADJ
ap-7096	23	13	properties	property	NOUN
ap-7096	23	14	.	.	PUNCT
ap-7096	24	1	sheet	sheet	NOUN
ap-7096	24	2	metals	metal	NOUN
ap-7096	24	3	made	make	VERB
ap-7096	24	4	of	of	ADP
ap-7096	24	5	α+β	α+β	NUM
ap-7096	24	6	alloys	alloy	NOUN
ap-7096	24	7	are	be	AUX
ap-7096	24	8	characterised	characterise	VERB
ap-7096	24	9	by	by	ADP
ap-7096	24	10	good	good	ADJ
ap-7096	24	11	mechanical	mechanical	ADJ
ap-7096	24	12	properties	property	NOUN
ap-7096	24	13	,	,	PUNCT
ap-7096	24	14	but	but	CCONJ
ap-7096	24	15	have	have	VERB
ap-7096	24	16	little	little	ADJ
ap-7096	24	17	susceptibility	susceptibility	NOUN
ap-7096	24	18	to	to	ADP
ap-7096	24	19	plastic	plastic	ADJ
ap-7096	24	20	deformation	deformation	NOUN
ap-7096	24	21	.	.	PUNCT
ap-7096	25	1	intense	intense	ADJ
ap-7096	25	2	adhesive	adhesive	ADJ
ap-7096	25	3	wear	wear	NOUN
ap-7096	25	4	,	,	PUNCT
ap-7096	25	5	low	low	ADJ
ap-7096	25	6	abrasion	abrasion	NOUN
ap-7096	25	7	resistance	resistance	NOUN
ap-7096	25	8	and	and	CCONJ
ap-7096	25	9	high	high	ADJ
ap-7096	25	10	coefficients	coefficient	NOUN
ap-7096	25	11	of	of	ADP
ap-7096	25	12	friction	friction	NOUN
ap-7096	25	13	are	be	AUX
ap-7096	25	14	regarded	regard	VERB
ap-7096	25	15	as	as	ADP
ap-7096	25	16	the	the	DET
ap-7096	25	17	adverse	adverse	ADJ
ap-7096	25	18	effects	effect	NOUN
ap-7096	25	19	of	of	ADP
ap-7096	25	20	the	the	DET
ap-7096	25	21	tribological	tribological	ADJ
ap-7096	25	22	behaviour	behaviour	NOUN
ap-7096	25	23	of	of	ADP
ap-7096	25	24	titanium	titanium	NOUN
ap-7096	25	25	sheets	sheet	NOUN
ap-7096	25	26	[	[	X
ap-7096	25	27	6	6	NUM
ap-7096	25	28	]	]	PUNCT
ap-7096	25	29	.	.	PUNCT
ap-7096	26	1	mechanical	mechanical	ADJ
ap-7096	26	2	sliding	slide	VERB
ap-7096	26	3	between	between	ADP
ap-7096	26	4	titanium	titanium	NOUN
ap-7096	26	5	alloy	alloy	NOUN
ap-7096	26	6	and	and	CCONJ
ap-7096	26	7	steel	steel	NOUN
ap-7096	26	8	dies	die	NOUN
ap-7096	26	9	may	may	AUX
ap-7096	26	10	lead	lead	VERB
ap-7096	26	11	to	to	PART
ap-7096	26	12	wear	wear	VERB
ap-7096	26	13	damage	damage	NOUN
ap-7096	26	14	on	on	ADP
ap-7096	26	15	the	the	DET
ap-7096	26	16	surface	surface	NOUN
ap-7096	26	17	by	by	ADP
ap-7096	26	18	disrupting	disrupt	VERB
ap-7096	26	19	the	the	DET
ap-7096	26	20	protective	protective	ADJ
ap-7096	26	21	oxide	oxide	NOUN
ap-7096	26	22	layer	layer	NOUN
ap-7096	26	23	[	[	X
ap-7096	26	24	7	7	NUM
ap-7096	26	25	]	]	PUNCT
ap-7096	26	26	.	.	PUNCT
ap-7096	27	1	the	the	DET
ap-7096	27	2	basic	basic	ADJ
ap-7096	27	3	wear	wear	NOUN
ap-7096	27	4	mechanism	mechanism	NOUN
ap-7096	27	5	in	in	ADP
ap-7096	27	6	titanium	titanium	NOUN
ap-7096	27	7	alloys	alloy	NOUN
ap-7096	27	8	is	be	AUX
ap-7096	27	9	abrasion	abrasion	NOUN
ap-7096	27	10	followed	follow	VERB
ap-7096	27	11	by	by	ADP
ap-7096	27	12	adhesion	adhesion	NOUN
ap-7096	27	13	and	and	CCONJ
ap-7096	27	14	transfer	transfer	NOUN
ap-7096	27	15	layer	layer	NOUN
ap-7096	28	1	[	[	X
ap-7096	28	2	8	8	NUM
ap-7096	28	3	]	]	PUNCT
ap-7096	28	4	.	.	PUNCT
ap-7096	29	1	there	there	PRON
ap-7096	29	2	are	be	VERB
ap-7096	29	3	many	many	ADJ
ap-7096	29	4	friction	friction	NOUN
ap-7096	29	5	tests	test	NOUN
ap-7096	29	6	used	use	VERB
ap-7096	29	7	to	to	PART
ap-7096	29	8	simulate	simulate	VERB
ap-7096	29	9	tribological	tribological	ADJ
ap-7096	29	10	phenomena	phenomenon	NOUN
ap-7096	29	11	in	in	ADP
ap-7096	29	12	the	the	DET
ap-7096	29	13	different	different	ADJ
ap-7096	29	14	areas	area	NOUN
ap-7096	29	15	of	of	ADP
ap-7096	29	16	drawpieces	drawpiece	NOUN
ap-7096	29	17	in	in	ADP
ap-7096	29	18	smf	smf	PROPN
ap-7096	29	19	.	.	PUNCT
ap-7096	30	1	the	the	DET
ap-7096	30	2	strip	strip	NOUN
ap-7096	30	3	drawing	draw	VERB
ap-7096	30	4	test	test	NOUN
ap-7096	30	5	(	(	PUNCT
ap-7096	30	6	sdt	sdt	PROPN
ap-7096	30	7	)	)	PUNCT
ap-7096	30	8	is	be	AUX
ap-7096	30	9	the	the	DET
ap-7096	30	10	basic	basic	ADJ
ap-7096	30	11	tribological	tribological	ADJ
ap-7096	30	12	test	test	NOUN
ap-7096	30	13	to	to	PART
ap-7096	30	14	assess	assess	VERB
ap-7096	30	15	the	the	DET
ap-7096	30	16	friction	friction	NOUN
ap-7096	30	17	phenomenon	phenomenon	NOUN
ap-7096	30	18	in	in	ADP
ap-7096	30	19	the	the	DET
ap-7096	30	20	sheet	sheet	NOUN
ap-7096	30	21	metal	metal	NOUN
ap-7096	30	22	forming	forming	NOUN
ap-7096	30	23	process	process	NOUN
ap-7096	30	24	.	.	PUNCT
ap-7096	31	1	the	the	DET
ap-7096	31	2	sdt	sdt	PROPN
ap-7096	31	3	is	be	AUX
ap-7096	31	4	assigned	assign	VERB
ap-7096	31	5	to	to	PART
ap-7096	31	6	model	model	VERB
ap-7096	31	7	the	the	DET
ap-7096	31	8	friction	friction	NOUN
ap-7096	31	9	phenomenon	phenomenon	NOUN
ap-7096	31	10	between	between	ADP
ap-7096	31	11	the	the	DET
ap-7096	31	12	punch	punch	NOUN
ap-7096	31	13	and	and	CCONJ
ap-7096	31	14	the	the	DET
ap-7096	31	15	drawpiece	drawpiece	PROPN
ap-7096	31	16	wall	wall	PROPN
ap-7096	31	17	as	as	ADV
ap-7096	31	18	well	well	ADV
ap-7096	31	19	as	as	ADP
ap-7096	31	20	between	between	ADP
ap-7096	31	21	the	the	DET
ap-7096	31	22	sheet	sheet	NOUN
ap-7096	31	23	metal	metal	NOUN
ap-7096	31	24	and	and	CCONJ
ap-7096	31	25	the	the	DET
ap-7096	31	26	blankholder	blankholder	NOUN
ap-7096	31	27	in	in	ADP
ap-7096	31	28	the	the	DET
ap-7096	31	29	flange	flange	NOUN
ap-7096	31	30	area	area	NOUN
ap-7096	31	31	of	of	ADP
ap-7096	31	32	the	the	DET
ap-7096	31	33	drawpiece	drawpiece	NOUN
ap-7096	31	34	.	.	PUNCT
ap-7096	32	1	this	this	DET
ap-7096	32	2	test	test	NOUN
ap-7096	32	3	consists	consist	VERB
ap-7096	32	4	in	in	ADP
ap-7096	32	5	pulling	pull	VERB
ap-7096	32	6	a	a	DET
ap-7096	32	7	metallic	metallic	ADJ
ap-7096	32	8	strip	strip	NOUN
ap-7096	32	9	of	of	ADP
ap-7096	32	10	sheet	sheet	NOUN
ap-7096	32	11	metal	metal	NOUN
ap-7096	32	12	placed	place	VERB
ap-7096	32	13	between	between	ADP
ap-7096	32	14	counter	counter	NOUN
ap-7096	32	15	-	-	NOUN
ap-7096	32	16	samples	sample	NOUN
ap-7096	32	17	with	with	ADP
ap-7096	32	18	a	a	DET
ap-7096	32	19	rounded	rounded	ADJ
ap-7096	32	20	[	[	PUNCT
ap-7096	32	21	2	2	NUM
ap-7096	32	22	,	,	PUNCT
ap-7096	32	23	9	9	NUM
ap-7096	32	24	]	]	PUNCT
ap-7096	32	25	or	or	CCONJ
ap-7096	32	26	flat	flat	ADJ
ap-7096	32	27	[	[	X
ap-7096	32	28	10	10	NUM
ap-7096	32	29	,	,	PUNCT
ap-7096	32	30	11	11	NUM
ap-7096	32	31	]	]	PUNCT
ap-7096	32	32	shape	shape	NOUN
ap-7096	32	33	.	.	PUNCT
ap-7096	33	1	the	the	DET
ap-7096	33	2	parameters	parameter	NOUN
ap-7096	33	3	influencing	influence	VERB
ap-7096	33	4	the	the	DET
ap-7096	33	5	change	change	NOUN
ap-7096	33	6	of	of	ADP
ap-7096	33	7	the	the	DET
ap-7096	33	8	cof	cof	PROPN
ap-7096	33	9	are	be	AUX
ap-7096	33	10	the	the	DET
ap-7096	33	11	minimal	minimal	ADJ
ap-7096	33	12	pressure	pressure	NOUN
ap-7096	33	13	,	,	PUNCT
ap-7096	33	14	lubrication	lubrication	NOUN
ap-7096	33	15	conditions	condition	NOUN
ap-7096	33	16	,	,	PUNCT
ap-7096	33	17	sliding	slide	VERB
ap-7096	33	18	speed	speed	NOUN
ap-7096	33	19	and	and	CCONJ
ap-7096	33	20	the	the	DET
ap-7096	33	21	use	use	NOUN
ap-7096	33	22	of	of	ADP
ap-7096	33	23	sheets	sheet	NOUN
ap-7096	33	24	with	with	ADP
ap-7096	33	25	different	different	ADJ
ap-7096	33	26	surface	surface	NOUN
ap-7096	33	27	topographies	topography	NOUN
ap-7096	33	28	[	[	X
ap-7096	33	29	12	12	NUM
ap-7096	33	30	]	]	PUNCT
ap-7096	33	31	.	.	PUNCT
ap-7096	34	1	the	the	DET
ap-7096	34	2	sdt	sdt	PROPN
ap-7096	34	3	can	can	AUX
ap-7096	34	4	be	be	AUX
ap-7096	34	5	used	use	VERB
ap-7096	34	6	for	for	ADP
ap-7096	34	7	testing	test	VERB
ap-7096	34	8	the	the	DET
ap-7096	34	9	influence	influence	NOUN
ap-7096	34	10	of	of	ADP
ap-7096	34	11	the	the	DET
ap-7096	34	12	489	489	NUM
ap-7096	34	13	https://doi.org/10.14311/ap.2021.61.0489	https://doi.org/10.14311/ap.2021.61.0489	PROPN
ap-7096	34	14	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ap-7096	34	15	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
ap-7096	34	16	tomasz	tomasz	PROPN
ap-7096	34	17	trzepieciński	trzepieciński	PROPN
ap-7096	34	18	,	,	PUNCT
ap-7096	34	19	marcin	marcin	PROPN
ap-7096	34	20	szpunar	szpunar	PROPN
ap-7096	34	21	acta	acta	PROPN
ap-7096	34	22	polytechnica	polytechnica	PROPN
ap-7096	34	23	viscosity	viscosity	NOUN
ap-7096	34	24	of	of	ADP
ap-7096	34	25	the	the	DET
ap-7096	34	26	lubricant	lubricant	NOUN
ap-7096	34	27	and	and	CCONJ
ap-7096	34	28	the	the	DET
ap-7096	34	29	mechanical	mechanical	ADJ
ap-7096	34	30	properties	property	NOUN
ap-7096	34	31	of	of	ADP
ap-7096	34	32	the	the	DET
ap-7096	34	33	sheet	sheet	NOUN
ap-7096	34	34	metal	metal	NOUN
ap-7096	34	35	on	on	ADP
ap-7096	34	36	the	the	DET
ap-7096	34	37	value	value	NOUN
ap-7096	34	38	of	of	ADP
ap-7096	34	39	the	the	DET
ap-7096	34	40	cof	cof	PROPN
ap-7096	34	41	of	of	ADP
ap-7096	34	42	coated	coated	ADJ
ap-7096	34	43	and	and	CCONJ
ap-7096	34	44	uncoated	uncoated	ADJ
ap-7096	34	45	sheets	sheet	NOUN
ap-7096	34	46	[	[	X
ap-7096	34	47	13	13	NUM
ap-7096	34	48	]	]	PUNCT
ap-7096	34	49	.	.	PUNCT
ap-7096	35	1	physicochemical	physicochemical	ADJ
ap-7096	35	2	phenomena	phenomenon	NOUN
ap-7096	35	3	occurring	occur	VERB
ap-7096	35	4	in	in	ADP
ap-7096	35	5	the	the	DET
ap-7096	35	6	contact	contact	NOUN
ap-7096	35	7	zone	zone	NOUN
ap-7096	35	8	depend	depend	VERB
ap-7096	35	9	on	on	ADP
ap-7096	35	10	the	the	DET
ap-7096	35	11	materials	material	NOUN
ap-7096	35	12	of	of	ADP
ap-7096	35	13	the	the	DET
ap-7096	35	14	friction	friction	NOUN
ap-7096	35	15	pair	pair	NOUN
ap-7096	35	16	and	and	CCONJ
ap-7096	35	17	the	the	DET
ap-7096	35	18	chemical	chemical	NOUN
ap-7096	35	19	affinity	affinity	NOUN
ap-7096	35	20	of	of	ADP
ap-7096	35	21	the	the	DET
ap-7096	35	22	bodies	body	NOUN
ap-7096	35	23	in	in	ADP
ap-7096	35	24	contact	contact	NOUN
ap-7096	35	25	.	.	PUNCT
ap-7096	36	1	during	during	ADP
ap-7096	36	2	the	the	DET
ap-7096	36	3	friction	friction	NOUN
ap-7096	36	4	process	process	NOUN
ap-7096	36	5	,	,	PUNCT
ap-7096	36	6	friction	friction	NOUN
ap-7096	36	7	connections	connection	NOUN
ap-7096	36	8	are	be	AUX
ap-7096	36	9	created	create	VERB
ap-7096	36	10	between	between	ADP
ap-7096	36	11	surface	surface	NOUN
ap-7096	36	12	asperities	asperity	NOUN
ap-7096	36	13	,	,	PUNCT
ap-7096	36	14	which	which	PRON
ap-7096	36	15	are	be	AUX
ap-7096	36	16	destroyed	destroy	VERB
ap-7096	36	17	during	during	ADP
ap-7096	36	18	sliding	slide	VERB
ap-7096	36	19	[	[	X
ap-7096	36	20	14	14	NUM
ap-7096	36	21	,	,	PUNCT
ap-7096	36	22	15	15	NUM
ap-7096	36	23	]	]	PUNCT
ap-7096	36	24	.	.	PUNCT
ap-7096	37	1	the	the	DET
ap-7096	37	2	value	value	NOUN
ap-7096	37	3	of	of	ADP
ap-7096	37	4	cof	cof	PROPN
ap-7096	37	5	is	be	AUX
ap-7096	37	6	mainly	mainly	ADV
ap-7096	37	7	determined	determine	VERB
ap-7096	37	8	by	by	ADP
ap-7096	37	9	the	the	DET
ap-7096	37	10	shear	shear	NOUN
ap-7096	37	11	strength	strength	NOUN
ap-7096	37	12	of	of	ADP
ap-7096	37	13	the	the	DET
ap-7096	37	14	friction	friction	NOUN
ap-7096	37	15	connections	connection	NOUN
ap-7096	37	16	.	.	PUNCT
ap-7096	38	1	the	the	DET
ap-7096	38	2	type	type	NOUN
ap-7096	38	3	of	of	ADP
ap-7096	38	4	the	the	DET
ap-7096	38	5	frictional	frictional	ADJ
ap-7096	38	6	connection	connection	NOUN
ap-7096	38	7	depends	depend	VERB
ap-7096	38	8	on	on	ADP
ap-7096	38	9	the	the	DET
ap-7096	38	10	materials	material	NOUN
ap-7096	38	11	of	of	ADP
ap-7096	38	12	the	the	DET
ap-7096	38	13	friction	friction	NOUN
ap-7096	38	14	pair	pair	NOUN
ap-7096	38	15	,	,	PUNCT
ap-7096	38	16	in	in	ADP
ap-7096	38	17	particular	particular	ADJ
ap-7096	38	18	their	their	PRON
ap-7096	38	19	shear	shear	NOUN
ap-7096	38	20	strength	strength	NOUN
ap-7096	38	21	.	.	PUNCT
ap-7096	39	1	the	the	DET
ap-7096	39	2	basic	basic	ADJ
ap-7096	39	3	method	method	NOUN
ap-7096	39	4	of	of	ADP
ap-7096	39	5	limiting	limit	VERB
ap-7096	39	6	the	the	DET
ap-7096	39	7	friction	friction	NOUN
ap-7096	39	8	in	in	ADP
ap-7096	39	9	plastic	plastic	ADJ
ap-7096	39	10	working	working	NOUN
ap-7096	39	11	is	be	AUX
ap-7096	39	12	proper	proper	ADJ
ap-7096	39	13	lubrication	lubrication	NOUN
ap-7096	39	14	[	[	X
ap-7096	39	15	16	16	NUM
ap-7096	39	16	,	,	PUNCT
ap-7096	39	17	17	17	NUM
ap-7096	39	18	]	]	PUNCT
ap-7096	39	19	.	.	PUNCT
ap-7096	40	1	the	the	DET
ap-7096	40	2	lubricant	lubricant	NOUN
ap-7096	40	3	,	,	PUNCT
ap-7096	40	4	when	when	SCONJ
ap-7096	40	5	applied	apply	VERB
ap-7096	40	6	to	to	ADP
ap-7096	40	7	the	the	DET
ap-7096	40	8	surface	surface	NOUN
ap-7096	40	9	of	of	ADP
ap-7096	40	10	a	a	DET
ap-7096	40	11	deformed	deform	VERB
ap-7096	40	12	material	material	NOUN
ap-7096	40	13	or	or	CCONJ
ap-7096	40	14	tool	tool	NOUN
ap-7096	40	15	,	,	PUNCT
ap-7096	40	16	forms	form	VERB
ap-7096	40	17	a	a	DET
ap-7096	40	18	thin	thin	ADJ
ap-7096	40	19	layer	layer	NOUN
ap-7096	40	20	that	that	PRON
ap-7096	40	21	partially	partially	ADV
ap-7096	40	22	or	or	CCONJ
ap-7096	40	23	completely	completely	ADV
ap-7096	40	24	separates	separate	VERB
ap-7096	40	25	the	the	DET
ap-7096	40	26	surfaces	surface	NOUN
ap-7096	40	27	in	in	ADP
ap-7096	40	28	contact	contact	NOUN
ap-7096	40	29	.	.	PUNCT
ap-7096	41	1	the	the	DET
ap-7096	41	2	basic	basic	ADJ
ap-7096	41	3	properties	property	NOUN
ap-7096	41	4	of	of	ADP
ap-7096	41	5	the	the	DET
ap-7096	41	6	lubricant	lubricant	NOUN
ap-7096	41	7	include	include	VERB
ap-7096	41	8	viscosity	viscosity	NOUN
ap-7096	41	9	and	and	CCONJ
ap-7096	41	10	surface	surface	NOUN
ap-7096	41	11	free	free	ADJ
ap-7096	41	12	energy	energy	NOUN
ap-7096	41	13	,	,	PUNCT
ap-7096	41	14	which	which	PRON
ap-7096	41	15	determine	determine	VERB
ap-7096	41	16	the	the	DET
ap-7096	41	17	performance	performance	NOUN
ap-7096	41	18	of	of	ADP
ap-7096	41	19	the	the	DET
ap-7096	41	20	lubricant	lubricant	NOUN
ap-7096	41	21	under	under	ADP
ap-7096	41	22	high	high	ADJ
ap-7096	41	23	unit	unit	NOUN
ap-7096	41	24	pressures	pressure	NOUN
ap-7096	41	25	[	[	X
ap-7096	41	26	18	18	NUM
ap-7096	41	27	]	]	PUNCT
ap-7096	41	28	.	.	PUNCT
ap-7096	42	1	due	due	ADP
ap-7096	42	2	to	to	ADP
ap-7096	42	3	the	the	DET
ap-7096	42	4	large	large	ADJ
ap-7096	42	5	variety	variety	NOUN
ap-7096	42	6	of	of	ADP
ap-7096	42	7	conditions	condition	NOUN
ap-7096	42	8	of	of	ADP
ap-7096	42	9	plastic	plastic	ADJ
ap-7096	42	10	working	working	NOUN
ap-7096	42	11	processes	process	NOUN
ap-7096	42	12	,	,	PUNCT
ap-7096	42	13	there	there	PRON
ap-7096	42	14	are	be	VERB
ap-7096	42	15	no	no	DET
ap-7096	42	16	universal	universal	ADJ
ap-7096	42	17	lubricants	lubricant	NOUN
ap-7096	42	18	.	.	PUNCT
ap-7096	43	1	each	each	DET
ap-7096	43	2	process	process	NOUN
ap-7096	43	3	requires	require	VERB
ap-7096	43	4	a	a	DET
ap-7096	43	5	separate	separate	ADJ
ap-7096	43	6	approach	approach	NOUN
ap-7096	43	7	to	to	ADP
ap-7096	43	8	the	the	DET
ap-7096	43	9	problem	problem	NOUN
ap-7096	43	10	of	of	ADP
ap-7096	43	11	lubrication	lubrication	NOUN
ap-7096	43	12	and	and	CCONJ
ap-7096	43	13	the	the	DET
ap-7096	43	14	use	use	NOUN
ap-7096	43	15	of	of	ADP
ap-7096	43	16	an	an	DET
ap-7096	43	17	appropriate	appropriate	ADJ
ap-7096	43	18	lubricant	lubricant	NOUN
ap-7096	43	19	.	.	PUNCT
ap-7096	44	1	in	in	ADP
ap-7096	44	2	recent	recent	ADJ
ap-7096	44	3	years	year	NOUN
ap-7096	44	4	,	,	PUNCT
ap-7096	44	5	an	an	DET
ap-7096	44	6	attempt	attempt	NOUN
ap-7096	44	7	has	have	AUX
ap-7096	44	8	been	be	AUX
ap-7096	44	9	made	make	VERB
ap-7096	44	10	to	to	PART
ap-7096	44	11	replace	replace	VERB
ap-7096	44	12	mineral	mineral	NOUN
ap-7096	44	13	oils	oil	NOUN
ap-7096	44	14	with	with	ADP
ap-7096	44	15	biodegradable	biodegradable	ADJ
ap-7096	44	16	vegetable	vegetable	ADJ
ap-7096	44	17	oils	oil	NOUN
ap-7096	44	18	to	to	PART
ap-7096	44	19	which	which	PRON
ap-7096	44	20	have	have	AUX
ap-7096	44	21	been	be	AUX
ap-7096	44	22	added	add	VERB
ap-7096	44	23	nanoparticles	nanoparticle	NOUN
ap-7096	44	24	of	of	ADP
ap-7096	44	25	various	various	ADJ
ap-7096	44	26	substances	substance	NOUN
ap-7096	45	1	[	[	X
ap-7096	45	2	11	11	NUM
ap-7096	45	3	,	,	PUNCT
ap-7096	45	4	17	17	NUM
ap-7096	45	5	,	,	PUNCT
ap-7096	45	6	19	19	NUM
ap-7096	45	7	]	]	PUNCT
ap-7096	45	8	.	.	PUNCT
ap-7096	46	1	due	due	ADP
ap-7096	46	2	to	to	ADP
ap-7096	46	3	the	the	DET
ap-7096	46	4	large	large	ADJ
ap-7096	46	5	number	number	NOUN
ap-7096	46	6	of	of	ADP
ap-7096	46	7	factors	factor	NOUN
ap-7096	46	8	that	that	PRON
ap-7096	46	9	influence	influence	VERB
ap-7096	46	10	the	the	DET
ap-7096	46	11	friction	friction	NOUN
ap-7096	46	12	phenomenon	phenomenon	NOUN
ap-7096	46	13	,	,	PUNCT
ap-7096	46	14	it	it	PRON
ap-7096	46	15	is	be	AUX
ap-7096	46	16	often	often	ADV
ap-7096	46	17	difficult	difficult	ADJ
ap-7096	46	18	to	to	PART
ap-7096	46	19	interpret	interpret	VERB
ap-7096	46	20	the	the	DET
ap-7096	46	21	results	result	NOUN
ap-7096	46	22	without	without	ADP
ap-7096	46	23	an	an	DET
ap-7096	46	24	appropriate	appropriate	ADJ
ap-7096	46	25	empirical	empirical	ADJ
ap-7096	46	26	model	model	NOUN
ap-7096	46	27	in	in	ADP
ap-7096	46	28	the	the	DET
ap-7096	46	29	form	form	NOUN
ap-7096	46	30	of	of	ADP
ap-7096	46	31	nonlinear	nonlinear	ADJ
ap-7096	46	32	regression	regression	NOUN
ap-7096	46	33	[	[	X
ap-7096	46	34	20	20	NUM
ap-7096	46	35	]	]	PUNCT
ap-7096	46	36	,	,	PUNCT
ap-7096	46	37	response	response	NOUN
ap-7096	46	38	surface	surface	NOUN
ap-7096	46	39	methodology	methodology	NOUN
ap-7096	46	40	(	(	PUNCT
ap-7096	46	41	rsm	rsm	NOUN
ap-7096	46	42	)	)	PUNCT
ap-7096	47	1	[	[	X
ap-7096	47	2	21	21	NUM
ap-7096	47	3	]	]	PUNCT
ap-7096	47	4	,	,	PUNCT
ap-7096	47	5	multivariate	multivariate	VERB
ap-7096	47	6	adaptive	adaptive	ADJ
ap-7096	47	7	regression	regression	NOUN
ap-7096	47	8	splines	spline	NOUN
ap-7096	47	9	(	(	PUNCT
ap-7096	47	10	mars	mar	NOUN
ap-7096	47	11	)	)	PUNCT
ap-7096	47	12	polynomial	polynomial	ADJ
ap-7096	47	13	response	response	NOUN
ap-7096	47	14	surface	surface	NOUN
ap-7096	47	15	models	model	NOUN
ap-7096	47	16	[	[	X
ap-7096	47	17	22	22	NUM
ap-7096	47	18	]	]	PUNCT
ap-7096	47	19	or	or	CCONJ
ap-7096	47	20	neural	neural	ADJ
ap-7096	47	21	networks	network	NOUN
ap-7096	47	22	(	(	PUNCT
ap-7096	47	23	ann	ann	PROPN
ap-7096	47	24	)	)	PUNCT
ap-7096	48	1	[	[	X
ap-7096	48	2	23–25	23–25	NUM
ap-7096	48	3	]	]	PUNCT
ap-7096	48	4	.	.	PUNCT
ap-7096	49	1	the	the	DET
ap-7096	49	2	mathematical	mathematical	ADJ
ap-7096	49	3	models	model	NOUN
ap-7096	49	4	allow	allow	VERB
ap-7096	49	5	to	to	PART
ap-7096	49	6	explore	explore	VERB
ap-7096	49	7	mechanisms	mechanism	NOUN
ap-7096	49	8	relating	relate	VERB
ap-7096	49	9	controllable	controllable	ADJ
ap-7096	49	10	input	input	NOUN
ap-7096	49	11	variables	variable	NOUN
ap-7096	49	12	to	to	ADP
ap-7096	49	13	observed	observe	VERB
ap-7096	49	14	outputs	output	NOUN
ap-7096	49	15	.	.	PUNCT
ap-7096	50	1	anns	anns	PROPN
ap-7096	50	2	are	be	AUX
ap-7096	50	3	a	a	DET
ap-7096	50	4	tool	tool	NOUN
ap-7096	50	5	enabling	enable	VERB
ap-7096	50	6	the	the	DET
ap-7096	50	7	building	building	NOUN
ap-7096	50	8	of	of	ADP
ap-7096	50	9	linear	linear	PROPN
ap-7096	50	10	and	and	CCONJ
ap-7096	50	11	nonlinear	nonlinear	ADJ
ap-7096	50	12	models	model	NOUN
ap-7096	50	13	that	that	PRON
ap-7096	50	14	solve	solve	VERB
ap-7096	50	15	complex	complex	ADJ
ap-7096	50	16	classification	classification	NOUN
ap-7096	50	17	and	and	CCONJ
ap-7096	50	18	regression	regression	NOUN
ap-7096	50	19	tasks	task	NOUN
ap-7096	50	20	[	[	X
ap-7096	50	21	26	26	NUM
ap-7096	50	22	,	,	PUNCT
ap-7096	50	23	27	27	NUM
ap-7096	50	24	]	]	PUNCT
ap-7096	50	25	.	.	PUNCT
ap-7096	51	1	one	one	NUM
ap-7096	51	2	of	of	ADP
ap-7096	51	3	the	the	DET
ap-7096	51	4	basic	basic	ADJ
ap-7096	51	5	advantages	advantage	NOUN
ap-7096	51	6	of	of	ADP
ap-7096	51	7	neural	neural	ADJ
ap-7096	51	8	networks	network	NOUN
ap-7096	51	9	is	be	AUX
ap-7096	51	10	the	the	DET
ap-7096	51	11	fact	fact	NOUN
ap-7096	51	12	that	that	SCONJ
ap-7096	51	13	as	as	ADP
ap-7096	51	14	a	a	DET
ap-7096	51	15	result	result	NOUN
ap-7096	51	16	of	of	ADP
ap-7096	51	17	the	the	DET
ap-7096	51	18	learning	learning	NOUN
ap-7096	51	19	process	process	NOUN
ap-7096	51	20	,	,	PUNCT
ap-7096	51	21	the	the	DET
ap-7096	51	22	network	network	NOUN
ap-7096	51	23	can	can	AUX
ap-7096	51	24	acquire	acquire	VERB
ap-7096	51	25	the	the	DET
ap-7096	51	26	ability	ability	NOUN
ap-7096	51	27	to	to	PART
ap-7096	51	28	predict	predict	VERB
ap-7096	51	29	output	output	NOUN
ap-7096	51	30	signals	signal	NOUN
ap-7096	51	31	based	base	VERB
ap-7096	51	32	on	on	ADP
ap-7096	51	33	the	the	DET
ap-7096	51	34	observation	observation	NOUN
ap-7096	51	35	of	of	ADP
ap-7096	51	36	the	the	DET
ap-7096	51	37	training	training	NOUN
ap-7096	51	38	set	set	NOUN
ap-7096	51	39	.	.	PUNCT
ap-7096	52	1	in	in	ADP
ap-7096	52	2	this	this	DET
ap-7096	52	3	paper	paper	NOUN
ap-7096	52	4	,	,	PUNCT
ap-7096	52	5	friction	friction	NOUN
ap-7096	52	6	investigations	investigation	NOUN
ap-7096	52	7	using	use	VERB
ap-7096	52	8	a	a	DET
ap-7096	52	9	strip	strip	NOUN
ap-7096	52	10	drawing	draw	VERB
ap-7096	52	11	friction	friction	NOUN
ap-7096	52	12	simulator	simulator	NOUN
ap-7096	52	13	have	have	AUX
ap-7096	52	14	been	be	AUX
ap-7096	52	15	carried	carry	VERB
ap-7096	52	16	out	out	ADP
ap-7096	52	17	on	on	ADP
ap-7096	52	18	0.5	0.5	NUM
ap-7096	52	19	-	-	PUNCT
ap-7096	52	20	mm	mm	NOUN
ap-7096	52	21	-	-	PUNCT
ap-7096	52	22	thick	thick	ADJ
ap-7096	52	23	ti-6al-4v	ti-6al-4v	NOUN
ap-7096	52	24	titanium	titanium	NOUN
ap-7096	52	25	sheets	sheet	NOUN
ap-7096	52	26	.	.	PUNCT
ap-7096	53	1	the	the	DET
ap-7096	53	2	effect	effect	NOUN
ap-7096	53	3	of	of	ADP
ap-7096	53	4	the	the	DET
ap-7096	53	5	friction	friction	NOUN
ap-7096	53	6	test	test	NOUN
ap-7096	53	7	parameters	parameter	NOUN
ap-7096	53	8	on	on	ADP
ap-7096	53	9	the	the	DET
ap-7096	53	10	coefficient	coefficient	NOUN
ap-7096	53	11	of	of	ADP
ap-7096	53	12	friction	friction	NOUN
ap-7096	53	13	of	of	ADP
ap-7096	53	14	the	the	DET
ap-7096	53	15	sheet	sheet	NOUN
ap-7096	53	16	metal	metal	NOUN
ap-7096	53	17	have	have	AUX
ap-7096	53	18	been	be	AUX
ap-7096	53	19	analysed	analyse	VERB
ap-7096	53	20	using	use	VERB
ap-7096	53	21	radial	radial	ADJ
ap-7096	53	22	basis	basis	NOUN
ap-7096	53	23	function	function	NOUN
ap-7096	53	24	(	(	PUNCT
ap-7096	53	25	rbf	rbf	PROPN
ap-7096	53	26	)	)	PUNCT
ap-7096	53	27	artificial	artificial	ADJ
ap-7096	53	28	neural	neural	ADJ
ap-7096	53	29	networks	network	NOUN
ap-7096	53	30	(	(	PUNCT
ap-7096	53	31	ann	ann	PROPN
ap-7096	53	32	)	)	PUNCT
ap-7096	53	33	.	.	PUNCT
ap-7096	54	1	2	2	X
ap-7096	54	2	.	.	X
ap-7096	54	3	material	material	NOUN
ap-7096	54	4	and	and	CCONJ
ap-7096	54	5	methods	method	NOUN
ap-7096	54	6	sheets	sheet	NOUN
ap-7096	54	7	of	of	ADP
ap-7096	54	8	0.5	0.5	NUM
ap-7096	54	9	-	-	PUNCT
ap-7096	54	10	mm	mm	NOUN
ap-7096	54	11	-	-	PUNCT
ap-7096	54	12	thick	thick	ADJ
ap-7096	54	13	ti-6al-4v	ti-6al-4v	NOUN
ap-7096	54	14	titanium	titanium	NOUN
ap-7096	54	15	alloy	alloy	NOUN
ap-7096	54	16	are	be	AUX
ap-7096	54	17	used	use	VERB
ap-7096	54	18	as	as	ADP
ap-7096	54	19	the	the	DET
ap-7096	54	20	test	test	NOUN
ap-7096	54	21	material	material	NOUN
ap-7096	54	22	.	.	PUNCT
ap-7096	55	1	the	the	DET
ap-7096	55	2	chemical	chemical	NOUN
ap-7096	55	3	composition	composition	NOUN
ap-7096	55	4	of	of	ADP
ap-7096	55	5	ti-6al-4v	ti-6al-4v	NOUN
ap-7096	55	6	titanium	titanium	NOUN
ap-7096	55	7	alloy	alloy	NOUN
ap-7096	55	8	is	be	AUX
ap-7096	55	9	listed	list	VERB
ap-7096	55	10	in	in	ADP
ap-7096	55	11	table	table	NOUN
ap-7096	55	12	1	1	NUM
ap-7096	55	13	.	.	PUNCT
ap-7096	56	1	the	the	DET
ap-7096	56	2	basic	basic	ADJ
ap-7096	56	3	mechanical	mechanical	ADJ
ap-7096	56	4	properties	property	NOUN
ap-7096	56	5	of	of	ADP
ap-7096	56	6	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	56	7	titanium	titanium	NOUN
ap-7096	56	8	alloy	alloy	NOUN
ap-7096	56	9	are	be	AUX
ap-7096	56	10	listed	list	VERB
ap-7096	56	11	in	in	ADP
ap-7096	56	12	table	table	NOUN
ap-7096	56	13	2	2	NUM
ap-7096	56	14	.	.	X
ap-7096	56	15	element	element	NOUN
ap-7096	56	16	wt	wt	PROPN
ap-7096	56	17	.	.	PUNCT
ap-7096	57	1	%	%	INTJ
ap-7096	58	1	al	al	PROPN
ap-7096	58	2	5.5	5.5	NUM
ap-7096	58	3	v	v	NUM
ap-7096	58	4	3.5	3.5	NUM
ap-7096	58	5	o	o	NOUN
ap-7096	58	6	<	<	X
ap-7096	58	7	0.2	0.2	NUM
ap-7096	58	8	fe	fe	NOUN
ap-7096	58	9	<	<	X
ap-7096	58	10	0.3	0.3	NUM
ap-7096	58	11	h	h	NOUN
ap-7096	58	12	<	<	X
ap-7096	58	13	0.0015	0.0015	NUM
ap-7096	58	14	c	c	NOUN
ap-7096	58	15	<	<	X
ap-7096	58	16	0.08	0.08	NUM
ap-7096	58	17	n	n	NOUN
ap-7096	58	18	<	<	X
ap-7096	58	19	0.05	0.05	NUM
ap-7096	58	20	ti	ti	NOUN
ap-7096	58	21	remainder	remainder	NOUN
ap-7096	58	22	table	table	NOUN
ap-7096	58	23	1	1	NUM
ap-7096	58	24	.	.	PUNCT
ap-7096	59	1	chemical	chemical	ADJ
ap-7096	59	2	composition	composition	NOUN
ap-7096	59	3	of	of	ADP
ap-7096	59	4	the	the	DET
ap-7096	59	5	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	59	6	titanium	titanium	NOUN
ap-7096	59	7	alloy	alloy	NOUN
ap-7096	59	8	examined	examine	VERB
ap-7096	59	9	(	(	PUNCT
ap-7096	59	10	in	in	ADP
ap-7096	59	11	wt	wt	PROPN
ap-7096	59	12	.	.	NOUN
ap-7096	59	13	%	%	NOUN
ap-7096	59	14	)	)	PUNCT
ap-7096	59	15	.	.	PUNCT
ap-7096	60	1	property	property	NOUN
ap-7096	60	2	(	(	PUNCT
ap-7096	60	3	unit	unit	NOUN
ap-7096	60	4	)	)	PUNCT
ap-7096	60	5	value	value	NOUN
ap-7096	60	6	young	young	PROPN
ap-7096	60	7	’s	’s	PART
ap-7096	60	8	modulus	modulus	NOUN
ap-7096	60	9	(	(	PUNCT
ap-7096	60	10	gpa	gpa	PROPN
ap-7096	60	11	)	)	PUNCT
ap-7096	60	12	115	115	NUM
ap-7096	60	13	yield	yield	NOUN
ap-7096	60	14	stress	stress	NOUN
ap-7096	60	15	(	(	PUNCT
ap-7096	60	16	mpa	mpa	NOUN
ap-7096	60	17	)	)	PUNCT
ap-7096	60	18	880	880	NUM
ap-7096	60	19	ultimate	ultimate	ADJ
ap-7096	60	20	tensile	tensile	NOUN
ap-7096	60	21	stress	stress	NOUN
ap-7096	60	22	(	(	PUNCT
ap-7096	60	23	mpa	mpa	NOUN
ap-7096	60	24	)	)	PUNCT
ap-7096	60	25	950	950	NUM
ap-7096	60	26	elongation	elongation	NOUN
ap-7096	60	27	at	at	ADP
ap-7096	60	28	break	break	NOUN
ap-7096	60	29	(	(	PUNCT
ap-7096	60	30	%	%	NOUN
ap-7096	60	31	)	)	PUNCT
ap-7096	60	32	14	14	NUM
ap-7096	60	33	hardness	hardness	NOUN
ap-7096	60	34	(	(	PUNCT
ap-7096	60	35	hb	hb	NOUN
ap-7096	60	36	)	)	PUNCT
ap-7096	60	37	334	334	NUM
ap-7096	60	38	table	table	NOUN
ap-7096	60	39	2	2	NUM
ap-7096	60	40	.	.	NUM
ap-7096	60	41	selected	select	VERB
ap-7096	60	42	mechanical	mechanical	ADJ
ap-7096	60	43	parameters	parameter	NOUN
ap-7096	60	44	of	of	ADP
ap-7096	60	45	the	the	DET
ap-7096	60	46	ti6al-4v	ti6al-4v	NOUN
ap-7096	60	47	titanium	titanium	NOUN
ap-7096	60	48	alloy	alloy	NOUN
ap-7096	60	49	.	.	PUNCT
ap-7096	61	1	the	the	DET
ap-7096	61	2	measurement	measurement	NOUN
ap-7096	61	3	of	of	ADP
ap-7096	61	4	the	the	DET
ap-7096	61	5	surface	surface	NOUN
ap-7096	61	6	roughness	roughness	NOUN
ap-7096	61	7	parameters	parameter	NOUN
ap-7096	61	8	of	of	ADP
ap-7096	61	9	as	as	ADV
ap-7096	61	10	-	-	PUNCT
ap-7096	61	11	received	receive	VERB
ap-7096	61	12	sheet	sheet	NOUN
ap-7096	61	13	metal	metal	NOUN
ap-7096	61	14	was	be	AUX
ap-7096	61	15	carried	carry	VERB
ap-7096	61	16	out	out	ADP
ap-7096	61	17	using	use	VERB
ap-7096	61	18	a	a	DET
ap-7096	61	19	bruker	bruker	NOUN
ap-7096	61	20	contour	contour	NOUN
ap-7096	61	21	gt	gt	PROPN
ap-7096	61	22	3d	3d	PROPN
ap-7096	61	23	optical	optical	ADJ
ap-7096	61	24	measuring	measure	VERB
ap-7096	61	25	tool	tool	NOUN
ap-7096	61	26	according	accord	VERB
ap-7096	61	27	to	to	ADP
ap-7096	61	28	en	en	X
ap-7096	61	29	iso	iso	NOUN
ap-7096	61	30	25178	25178	NUM
ap-7096	61	31	.	.	PUNCT
ap-7096	62	1	the	the	DET
ap-7096	62	2	basic	basic	ADJ
ap-7096	62	3	surface	surface	NOUN
ap-7096	62	4	roughness	roughness	NOUN
ap-7096	62	5	parameters	parameter	NOUN
ap-7096	62	6	are	be	AUX
ap-7096	62	7	as	as	SCONJ
ap-7096	62	8	follows	follow	VERB
ap-7096	62	9	:	:	PUNCT
ap-7096	62	10	average	average	ADJ
ap-7096	62	11	height	height	NOUN
ap-7096	62	12	of	of	ADP
ap-7096	62	13	a	a	DET
ap-7096	62	14	selected	select	VERB
ap-7096	62	15	area	area	NOUN
ap-7096	62	16	sa	sa	NOUN
ap-7096	62	17	=	=	NOUN
ap-7096	62	18	0.23	0.23	NUM
ap-7096	62	19	µm	µm	NOUN
ap-7096	62	20	,	,	PUNCT
ap-7096	62	21	maximum	maximum	ADJ
ap-7096	62	22	valley	valley	NOUN
ap-7096	62	23	depth	depth	NOUN
ap-7096	62	24	of	of	ADP
ap-7096	62	25	the	the	DET
ap-7096	62	26	selected	select	VERB
ap-7096	62	27	area	area	NOUN
ap-7096	62	28	sv	sv	NOUN
ap-7096	63	1	=	=	NOUN
ap-7096	63	2	1.10	1.10	NUM
ap-7096	63	3	µm	µm	NOUN
ap-7096	63	4	,	,	PUNCT
ap-7096	63	5	maximum	maximum	ADJ
ap-7096	63	6	peak	peak	NOUN
ap-7096	63	7	height	height	NOUN
ap-7096	63	8	of	of	ADP
ap-7096	63	9	the	the	DET
ap-7096	63	10	selected	select	VERB
ap-7096	63	11	area	area	NOUN
ap-7096	63	12	sp	sp	ADP
ap-7096	63	13	=	=	PROPN
ap-7096	63	14	1.14	1.14	NUM
ap-7096	63	15	µm	µm	NOUN
ap-7096	63	16	,	,	PUNCT
ap-7096	63	17	maximum	maximum	ADJ
ap-7096	63	18	height	height	NOUN
ap-7096	63	19	of	of	ADP
ap-7096	63	20	the	the	DET
ap-7096	63	21	selected	select	VERB
ap-7096	63	22	area	area	NOUN
ap-7096	63	23	sz	sz	NOUN
ap-7096	63	24	=	=	NOUN
ap-7096	63	25	2.03	2.03	NUM
ap-7096	63	26	µm	µm	NOUN
ap-7096	63	27	.	.	PUNCT
ap-7096	64	1	the	the	DET
ap-7096	64	2	friction	friction	NOUN
ap-7096	64	3	simulator	simulator	NOUN
ap-7096	64	4	(	(	PUNCT
ap-7096	64	5	fig	fig	NOUN
ap-7096	64	6	.	.	NOUN
ap-7096	64	7	1	1	NUM
ap-7096	64	8	)	)	PUNCT
ap-7096	64	9	which	which	PRON
ap-7096	64	10	performs	perform	VERB
ap-7096	64	11	the	the	DET
ap-7096	64	12	sdt	sdt	PROPN
ap-7096	64	13	was	be	AUX
ap-7096	64	14	mounted	mount	VERB
ap-7096	64	15	on	on	ADP
ap-7096	64	16	a	a	DET
ap-7096	64	17	zwick	zwick	NOUN
ap-7096	64	18	/	/	SYM
ap-7096	64	19	roell	roell	PROPN
ap-7096	64	20	z100	z100	PROPN
ap-7096	64	21	universal	universal	ADJ
ap-7096	64	22	tensile	tensile	NOUN
ap-7096	64	23	testing	testing	NOUN
ap-7096	64	24	machine	machine	NOUN
ap-7096	64	25	.	.	PUNCT
ap-7096	65	1	the	the	DET
ap-7096	65	2	frame	frame	NOUN
ap-7096	65	3	of	of	ADP
ap-7096	65	4	the	the	DET
ap-7096	65	5	device	device	NOUN
ap-7096	65	6	was	be	AUX
ap-7096	65	7	mounted	mount	VERB
ap-7096	65	8	in	in	ADP
ap-7096	65	9	the	the	DET
ap-7096	65	10	bottom	bottom	ADJ
ap-7096	65	11	grip	grip	NOUN
ap-7096	65	12	of	of	ADP
ap-7096	65	13	the	the	DET
ap-7096	65	14	machine	machine	NOUN
ap-7096	65	15	.	.	PUNCT
ap-7096	66	1	sheet	sheet	NOUN
ap-7096	66	2	metal	metal	NOUN
ap-7096	66	3	strips	strip	NOUN
ap-7096	66	4	with	with	ADP
ap-7096	66	5	a	a	DET
ap-7096	66	6	width	width	NOUN
ap-7096	66	7	of	of	ADP
ap-7096	66	8	w	w	NOUN
ap-7096	66	9	=	=	NOUN
ap-7096	66	10	18	18	NUM
ap-7096	66	11	mm	mm	NOUN
ap-7096	66	12	were	be	AUX
ap-7096	66	13	used	use	VERB
ap-7096	66	14	as	as	ADP
ap-7096	66	15	test	test	NOUN
ap-7096	66	16	material	material	NOUN
ap-7096	66	17	.	.	PUNCT
ap-7096	67	1	the	the	DET
ap-7096	67	2	strips	strip	NOUN
ap-7096	67	3	were	be	AUX
ap-7096	67	4	drawn	draw	VERB
ap-7096	67	5	between	between	ADP
ap-7096	67	6	fixed	fix	VERB
ap-7096	67	7	cylindrical	cylindrical	ADJ
ap-7096	67	8	countersamples	countersample	NOUN
ap-7096	67	9	.	.	PUNCT
ap-7096	68	1	the	the	DET
ap-7096	68	2	frame	frame	NOUN
ap-7096	68	3	of	of	ADP
ap-7096	68	4	the	the	DET
ap-7096	68	5	friction	friction	NOUN
ap-7096	68	6	simulator	simulator	NOUN
ap-7096	68	7	was	be	AUX
ap-7096	68	8	mounted	mount	VERB
ap-7096	68	9	in	in	ADP
ap-7096	68	10	the	the	DET
ap-7096	68	11	bottom	bottom	ADJ
ap-7096	68	12	grip	grip	NOUN
ap-7096	68	13	of	of	ADP
ap-7096	68	14	the	the	DET
ap-7096	68	15	testing	testing	NOUN
ap-7096	68	16	machine	machine	NOUN
ap-7096	68	17	while	while	SCONJ
ap-7096	68	18	one	one	NUM
ap-7096	68	19	end	end	NOUN
ap-7096	68	20	of	of	ADP
ap-7096	68	21	the	the	DET
ap-7096	68	22	sheet	sheet	NOUN
ap-7096	68	23	metal	metal	NOUN
ap-7096	68	24	strip	strip	NOUN
ap-7096	68	25	was	be	AUX
ap-7096	68	26	mounted	mount	VERB
ap-7096	68	27	in	in	ADP
ap-7096	68	28	the	the	DET
ap-7096	68	29	upper	upper	ADJ
ap-7096	68	30	grip	grip	NOUN
ap-7096	68	31	of	of	ADP
ap-7096	68	32	the	the	DET
ap-7096	68	33	tensile	tensile	NOUN
ap-7096	68	34	machine	machine	NOUN
ap-7096	68	35	.	.	PUNCT
ap-7096	69	1	the	the	DET
ap-7096	69	2	pressure	pressure	NOUN
ap-7096	69	3	of	of	ADP
ap-7096	69	4	the	the	DET
ap-7096	69	5	rollers	roller	NOUN
ap-7096	69	6	on	on	ADP
ap-7096	69	7	the	the	DET
ap-7096	69	8	specimen	speciman	NOUN
ap-7096	69	9	was	be	AUX
ap-7096	69	10	applied	apply	VERB
ap-7096	69	11	through	through	ADP
ap-7096	69	12	a	a	DET
ap-7096	69	13	teflon	teflon	NOUN
ap-7096	69	14	insert	insert	NOUN
ap-7096	69	15	and	and	CCONJ
ap-7096	69	16	a	a	DET
ap-7096	69	17	spring	spring	NOUN
ap-7096	69	18	working	work	VERB
ap-7096	69	19	in	in	ADP
ap-7096	69	20	compression	compression	NOUN
ap-7096	69	21	mode	mode	NOUN
ap-7096	69	22	.	.	PUNCT
ap-7096	70	1	the	the	DET
ap-7096	70	2	pressure	pressure	NOUN
ap-7096	70	3	of	of	ADP
ap-7096	70	4	the	the	DET
ap-7096	70	5	spring	spring	NOUN
ap-7096	70	6	on	on	ADP
ap-7096	70	7	the	the	DET
ap-7096	70	8	countersamples	countersample	NOUN
ap-7096	70	9	was	be	AUX
ap-7096	70	10	achieved	achieve	VERB
ap-7096	70	11	by	by	ADP
ap-7096	70	12	reducing	reduce	VERB
ap-7096	70	13	its	its	PRON
ap-7096	70	14	height	height	NOUN
ap-7096	70	15	as	as	ADP
ap-7096	70	16	a	a	DET
ap-7096	70	17	result	result	NOUN
ap-7096	70	18	of	of	ADP
ap-7096	70	19	tightening	tighten	VERB
ap-7096	70	20	a	a	DET
ap-7096	70	21	screw	screw	NOUN
ap-7096	70	22	.	.	PUNCT
ap-7096	71	1	six	six	NUM
ap-7096	71	2	levels	level	NOUN
ap-7096	71	3	of	of	ADP
ap-7096	71	4	nominal	nominal	ADJ
ap-7096	71	5	pressure	pressure	NOUN
ap-7096	71	6	,	,	PUNCT
ap-7096	71	7	i.e.	i.e.	X
ap-7096	71	8	75	75	NUM
ap-7096	71	9	,	,	PUNCT
ap-7096	71	10	96	96	NUM
ap-7096	71	11	,	,	PUNCT
ap-7096	71	12	112	112	NUM
ap-7096	71	13	,	,	PUNCT
ap-7096	71	14	127	127	NUM
ap-7096	71	15	,	,	PUNCT
ap-7096	71	16	139	139	NUM
ap-7096	71	17	,	,	PUNCT
ap-7096	71	18	151mpa	151mpa	NUM
ap-7096	71	19	,	,	PUNCT
ap-7096	71	20	were	be	AUX
ap-7096	71	21	considered	consider	VERB
ap-7096	71	22	.	.	PUNCT
ap-7096	72	1	a	a	DET
ap-7096	72	2	set	set	NOUN
ap-7096	72	3	of	of	ADP
ap-7096	72	4	rolls	roll	NOUN
ap-7096	72	5	with	with	ADP
ap-7096	72	6	an	an	DET
ap-7096	72	7	average	average	ADJ
ap-7096	72	8	surface	surface	NOUN
ap-7096	72	9	roughness	roughness	NOUN
ap-7096	72	10	of	of	ADP
ap-7096	72	11	ra	ra	PROPN
ap-7096	72	12	=	=	NOUN
ap-7096	72	13	0.32	0.32	NUM
ap-7096	72	14	µm	µm	ADP
ap-7096	72	15	measured	measure	VERB
ap-7096	72	16	along	along	ADP
ap-7096	72	17	the	the	DET
ap-7096	72	18	generating	generate	VERB
ap-7096	72	19	line	line	NOUN
ap-7096	72	20	of	of	ADP
ap-7096	72	21	rolls	roll	NOUN
ap-7096	72	22	was	be	AUX
ap-7096	72	23	used	use	VERB
ap-7096	72	24	in	in	ADP
ap-7096	72	25	the	the	DET
ap-7096	72	26	tests	test	NOUN
ap-7096	72	27	.	.	PUNCT
ap-7096	73	1	the	the	DET
ap-7096	73	2	cof	cof	PROPN
ap-7096	73	3	has	have	AUX
ap-7096	73	4	been	be	AUX
ap-7096	73	5	evaluated	evaluate	VERB
ap-7096	73	6	according	accord	VERB
ap-7096	73	7	to	to	ADP
ap-7096	73	8	eq	eq	PROPN
ap-7096	73	9	.	.	PUNCT
ap-7096	74	1	(	(	PUNCT
ap-7096	74	2	1	1	NUM
ap-7096	74	3	)	)	PUNCT
ap-7096	74	4	.	.	PUNCT
ap-7096	75	1	µ	µ	X
ap-7096	75	2	=	=	SYM
ap-7096	75	3	ft	ft	PROPN
ap-7096	75	4	2fc	2fc	NOUN
ap-7096	75	5	(	(	PUNCT
ap-7096	75	6	1	1	NUM
ap-7096	75	7	)	)	PUNCT
ap-7096	75	8	where	where	SCONJ
ap-7096	75	9	ft	ft	NOUN
ap-7096	75	10	is	be	AUX
ap-7096	75	11	the	the	DET
ap-7096	75	12	friction	friction	NOUN
ap-7096	75	13	force	force	NOUN
ap-7096	75	14	and	and	CCONJ
ap-7096	75	15	fc	fc	PROPN
ap-7096	75	16	is	be	AUX
ap-7096	75	17	the	the	DET
ap-7096	75	18	clamping	clamp	VERB
ap-7096	75	19	force	force	NOUN
ap-7096	75	20	.	.	PUNCT
ap-7096	76	1	490	490	NUM
ap-7096	76	2	vol	vol	NOUN
ap-7096	76	3	.	.	PUNCT
ap-7096	77	1	61	61	NUM
ap-7096	77	2	no	no	NOUN
ap-7096	77	3	.	.	PUNCT
ap-7096	78	1	3/2021	3/2021	NUM
ap-7096	78	2	assessment	assessment	NOUN
ap-7096	78	3	of	of	ADP
ap-7096	78	4	the	the	DET
ap-7096	78	5	effectiveness	effectiveness	NOUN
ap-7096	78	6	of	of	ADP
ap-7096	78	7	lubrication	lubrication	NOUN
ap-7096	78	8	of	of	ADP
ap-7096	78	9	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	78	10	.	.	PUNCT
ap-7096	78	11	.	.	PUNCT
ap-7096	78	12	.	.	PUNCT
ap-7096	79	1	figure	figure	NOUN
ap-7096	79	2	1	1	NUM
ap-7096	79	3	.	.	PUNCT
ap-7096	79	4	schematic	schematic	ADJ
ap-7096	79	5	diagram	diagram	NOUN
ap-7096	79	6	of	of	ADP
ap-7096	79	7	friction	friction	NOUN
ap-7096	79	8	simulator	simulator	NOUN
ap-7096	79	9	:	:	PUNCT
ap-7096	79	10	1	1	NUM
ap-7096	79	11	–	–	PUNCT
ap-7096	79	12	bottom	bottom	ADJ
ap-7096	79	13	grip	grip	NOUN
ap-7096	79	14	of	of	ADP
ap-7096	79	15	testing	testing	NOUN
ap-7096	79	16	machine	machine	NOUN
ap-7096	79	17	,	,	PUNCT
ap-7096	79	18	2	2	NUM
ap-7096	79	19	–	–	PUNCT
ap-7096	79	20	base	base	NOUN
ap-7096	79	21	,	,	PUNCT
ap-7096	79	22	3	3	NUM
ap-7096	79	23	–	–	PUNCT
ap-7096	79	24	upper	upper	ADJ
ap-7096	79	25	grip	grip	NOUN
ap-7096	79	26	of	of	ADP
ap-7096	79	27	testing	testing	NOUN
ap-7096	79	28	machine	machine	NOUN
ap-7096	79	29	,	,	PUNCT
ap-7096	79	30	4	4	NUM
ap-7096	79	31	–	–	PUNCT
ap-7096	79	32	specimen	speciman	NOUN
ap-7096	79	33	,	,	PUNCT
ap-7096	79	34	5	5	NUM
ap-7096	79	35	–	–	PUNCT
ap-7096	79	36	spring	spring	NOUN
ap-7096	79	37	,	,	PUNCT
ap-7096	79	38	6	6	NUM
ap-7096	79	39	–	–	PUNCT
ap-7096	79	40	bolt	bolt	NOUN
ap-7096	79	41	,	,	PUNCT
ap-7096	79	42	7	7	NUM
ap-7096	79	43	–	–	PUNCT
ap-7096	79	44	mandrel	mandrel	NOUN
ap-7096	79	45	,	,	PUNCT
ap-7096	79	46	8	8	NUM
ap-7096	79	47	–	–	PUNCT
ap-7096	79	48	fixing	fix	VERB
ap-7096	79	49	pin	pin	NOUN
ap-7096	79	50	,	,	PUNCT
ap-7096	79	51	9	9	NUM
ap-7096	79	52	–	–	PUNCT
ap-7096	79	53	teflon	teflon	NOUN
ap-7096	79	54	insert	insert	NOUN
ap-7096	79	55	,	,	PUNCT
ap-7096	79	56	10	10	NUM
ap-7096	79	57	–	–	PUNCT
ap-7096	79	58	working	work	VERB
ap-7096	79	59	rollers	roller	NOUN
ap-7096	79	60	.	.	PUNCT
ap-7096	80	1	oil	oil	NOUN
ap-7096	80	2	type	type	NOUN
ap-7096	80	3	kinematic	kinematic	ADJ
ap-7096	80	4	viscosity	viscosity	NOUN
ap-7096	80	5	ηk	ηk	PROPN
ap-7096	80	6	,	,	PUNCT
ap-7096	80	7	mm2	mm2	PROPN
ap-7096	80	8	/	/	SYM
ap-7096	80	9	s	s	PROPN
ap-7096	80	10	palm	palm	NOUN
ap-7096	80	11	oil	oil	NOUN
ap-7096	80	12	5.72	5.72	NUM
ap-7096	80	13	rape	rape	NOUN
ap-7096	80	14	-	-	PUNCT
ap-7096	80	15	seed	seed	NOUN
ap-7096	80	16	oil	oil	NOUN
ap-7096	80	17	4.45	4.45	NUM
ap-7096	80	18	engine	engine	NOUN
ap-7096	80	19	oil	oil	NOUN
ap-7096	80	20	sae	sae	PROPN
ap-7096	80	21	10w-40	10w-40	NUM
ap-7096	81	1	105.3	105.3	NUM
ap-7096	81	2	hydraulic	hydraulic	ADJ
ap-7096	81	3	oil	oil	NOUN
ap-7096	81	4	l	l	NOUN
ap-7096	81	5	-	-	NOUN
ap-7096	81	6	hm	hm	INTJ
ap-7096	81	7	46	46	NUM
ap-7096	81	8	44.2	44.2	NUM
ap-7096	81	9	gear	gear	NOUN
ap-7096	81	10	oil	oil	NOUN
ap-7096	81	11	sae	sae	PROPN
ap-7096	81	12	75w-85	75w-85	PROPN
ap-7096	81	13	64.6	64.6	NUM
ap-7096	81	14	machine	machine	NOUN
ap-7096	81	15	oil	oil	NOUN
ap-7096	81	16	l	l	NOUN
ap-7096	81	17	-	-	PUNCT
ap-7096	81	18	an	an	DET
ap-7096	81	19	46	46	NUM
ap-7096	81	20	43.9	43.9	NUM
ap-7096	81	21	table	table	NOUN
ap-7096	81	22	3	3	NUM
ap-7096	81	23	.	.	PUNCT
ap-7096	81	24	kinematic	kinematic	ADJ
ap-7096	81	25	viscosity	viscosity	NOUN
ap-7096	81	26	of	of	ADP
ap-7096	81	27	tested	test	VERB
ap-7096	81	28	oils	oil	NOUN
ap-7096	81	29	.	.	PUNCT
ap-7096	82	1	prior	prior	ADV
ap-7096	82	2	to	to	ADP
ap-7096	82	3	the	the	DET
ap-7096	82	4	friction	friction	NOUN
ap-7096	82	5	test	test	NOUN
ap-7096	82	6	,	,	PUNCT
ap-7096	82	7	both	both	CCONJ
ap-7096	82	8	the	the	DET
ap-7096	82	9	specimens	specimen	NOUN
ap-7096	82	10	and	and	CCONJ
ap-7096	82	11	countersamples	countersample	NOUN
ap-7096	82	12	were	be	AUX
ap-7096	82	13	cleaned	clean	VERB
ap-7096	82	14	using	use	VERB
ap-7096	82	15	acetone	acetone	NOUN
ap-7096	82	16	.	.	PUNCT
ap-7096	83	1	the	the	DET
ap-7096	83	2	friction	friction	NOUN
ap-7096	83	3	tests	test	NOUN
ap-7096	83	4	were	be	AUX
ap-7096	83	5	carried	carry	VERB
ap-7096	83	6	out	out	ADP
ap-7096	83	7	in	in	ADP
ap-7096	83	8	both	both	CCONJ
ap-7096	83	9	dry	dry	ADJ
ap-7096	83	10	and	and	CCONJ
ap-7096	83	11	lubricated	lubricated	ADJ
ap-7096	83	12	conditions	condition	NOUN
ap-7096	83	13	.	.	PUNCT
ap-7096	84	1	four	four	NUM
ap-7096	84	2	types	type	NOUN
ap-7096	84	3	of	of	ADP
ap-7096	84	4	synthetic	synthetic	ADJ
ap-7096	84	5	oils	oil	NOUN
ap-7096	84	6	and	and	CCONJ
ap-7096	84	7	two	two	NUM
ap-7096	84	8	types	type	NOUN
ap-7096	84	9	of	of	ADP
ap-7096	84	10	vegetable	vegetable	ADJ
ap-7096	84	11	oils	oil	NOUN
ap-7096	84	12	with	with	ADP
ap-7096	84	13	the	the	DET
ap-7096	84	14	addition	addition	NOUN
ap-7096	84	15	of	of	ADP
ap-7096	84	16	boric	boric	ADJ
ap-7096	84	17	acid	acid	NOUN
ap-7096	84	18	h3bo3	h3bo3	NOUN
ap-7096	84	19	were	be	AUX
ap-7096	84	20	used	use	VERB
ap-7096	84	21	in	in	ADP
ap-7096	84	22	the	the	DET
ap-7096	84	23	lubricated	lubricated	ADJ
ap-7096	84	24	condition	condition	NOUN
ap-7096	84	25	.	.	PUNCT
ap-7096	85	1	the	the	DET
ap-7096	85	2	types	type	NOUN
ap-7096	85	3	of	of	ADP
ap-7096	85	4	vegetable	vegetable	ADJ
ap-7096	85	5	oils	oil	NOUN
ap-7096	85	6	and	and	CCONJ
ap-7096	85	7	the	the	DET
ap-7096	85	8	amount	amount	NOUN
ap-7096	85	9	of	of	ADP
ap-7096	85	10	boric	boric	ADJ
ap-7096	85	11	acid	acid	NOUN
ap-7096	85	12	added	add	VERB
ap-7096	85	13	(	(	PUNCT
ap-7096	85	14	5	5	NUM
ap-7096	85	15	wt.%	wt.%	NOUN
ap-7096	85	16	)	)	PUNCT
ap-7096	85	17	were	be	AUX
ap-7096	85	18	selected	select	VERB
ap-7096	85	19	based	base	VERB
ap-7096	85	20	on	on	ADP
ap-7096	85	21	the	the	DET
ap-7096	85	22	literature	literature	NOUN
ap-7096	85	23	review	review	NOUN
ap-7096	85	24	[	[	X
ap-7096	85	25	19	19	NUM
ap-7096	85	26	,	,	PUNCT
ap-7096	85	27	28	28	NUM
ap-7096	85	28	,	,	PUNCT
ap-7096	85	29	29	29	NUM
ap-7096	85	30	]	]	PUNCT
ap-7096	85	31	.	.	PUNCT
ap-7096	86	1	the	the	DET
ap-7096	86	2	kinematic	kinematic	ADJ
ap-7096	86	3	viscosity	viscosity	NOUN
ap-7096	86	4	ηk	ηk	X
ap-7096	86	5	of	of	ADP
ap-7096	86	6	tested	test	VERB
ap-7096	86	7	oils	oil	NOUN
ap-7096	86	8	provided	provide	VERB
ap-7096	86	9	by	by	ADP
ap-7096	86	10	manufacturers	manufacturer	NOUN
ap-7096	86	11	were	be	AUX
ap-7096	86	12	listed	list	VERB
ap-7096	86	13	in	in	ADP
ap-7096	86	14	table	table	NOUN
ap-7096	86	15	3	3	NUM
ap-7096	86	16	.	.	PUNCT
ap-7096	87	1	the	the	DET
ap-7096	87	2	nominal	nominal	ADJ
ap-7096	87	3	contact	contact	NOUN
ap-7096	87	4	pressure	pressure	NOUN
ap-7096	87	5	for	for	ADP
ap-7096	87	6	the	the	DET
ap-7096	87	7	contact	contact	NOUN
ap-7096	87	8	between	between	ADP
ap-7096	87	9	the	the	DET
ap-7096	87	10	flat	flat	ADJ
ap-7096	87	11	specimen	speciman	NOUN
ap-7096	87	12	and	and	CCONJ
ap-7096	87	13	cylindrical	cylindrical	ADJ
ap-7096	87	14	counter	counter	NOUN
ap-7096	87	15	-	-	NOUN
ap-7096	87	16	sample	sample	NOUN
ap-7096	87	17	was	be	AUX
ap-7096	87	18	evaluated	evaluate	VERB
ap-7096	87	19	according	accord	VERB
ap-7096	87	20	to	to	ADP
ap-7096	87	21	the	the	DET
ap-7096	87	22	formula	formula	NOUN
ap-7096	87	23	[	[	X
ap-7096	87	24	19	19	NUM
ap-7096	87	25	]	]	X
ap-7096	87	26	:	:	PUNCT
ap-7096	87	27	p	p	X
ap-7096	87	28	=	=	SYM
ap-7096	87	29	…	…	PUNCT
ap-7096	87	30	0.4182	0.4182	NUM
ap-7096	87	31	·	·	PUNCT
ap-7096	87	32	fc	fc	X
ap-7096	87	33	·	·	PUNCT
ap-7096	88	1	e	e	X
ap-7096	88	2	w	w	X
ap-7096	88	3	·	·	PUNCT
ap-7096	88	4	r	r	NOUN
ap-7096	88	5	(	(	PUNCT
ap-7096	88	6	2	2	NUM
ap-7096	88	7	)	)	PUNCT
ap-7096	88	8	where	where	SCONJ
ap-7096	88	9	e	e	NOUN
ap-7096	88	10	is	be	AUX
ap-7096	88	11	the	the	DET
ap-7096	88	12	young	young	ADJ
ap-7096	88	13	’s	’s	PART
ap-7096	88	14	modulus	modulus	NOUN
ap-7096	88	15	of	of	ADP
ap-7096	88	16	the	the	DET
ap-7096	88	17	specimen	speciman	NOUN
ap-7096	88	18	material	material	NOUN
ap-7096	88	19	and	and	CCONJ
ap-7096	88	20	r	r	NOUN
ap-7096	88	21	=	=	SYM
ap-7096	88	22	10	10	NUM
ap-7096	88	23	is	be	AUX
ap-7096	88	24	the	the	DET
ap-7096	88	25	radius	radius	NOUN
ap-7096	88	26	of	of	ADP
ap-7096	88	27	the	the	DET
ap-7096	88	28	countersample	countersample	NOUN
ap-7096	88	29	.	.	PUNCT
ap-7096	89	1	in	in	ADP
ap-7096	89	2	this	this	DET
ap-7096	89	3	paper	paper	NOUN
ap-7096	89	4	,	,	PUNCT
ap-7096	89	5	the	the	DET
ap-7096	89	6	radial	radial	ADJ
ap-7096	89	7	basis	basis	NOUN
ap-7096	89	8	function	function	NOUN
ap-7096	89	9	anns	ann	NOUN
ap-7096	89	10	were	be	AUX
ap-7096	89	11	used	use	VERB
ap-7096	89	12	to	to	PART
ap-7096	89	13	model	model	VERB
ap-7096	89	14	the	the	DET
ap-7096	89	15	friction	friction	NOUN
ap-7096	89	16	in	in	ADP
ap-7096	89	17	the	the	DET
ap-7096	89	18	sdt	sdt	PROPN
ap-7096	89	19	.	.	PUNCT
ap-7096	90	1	a	a	DET
ap-7096	90	2	typical	typical	ADJ
ap-7096	90	3	radial	radial	ADJ
ap-7096	90	4	network	network	NOUN
ap-7096	90	5	is	be	AUX
ap-7096	90	6	a	a	DET
ap-7096	90	7	structure	structure	NOUN
ap-7096	90	8	containing	contain	VERB
ap-7096	90	9	•	•	ADP
ap-7096	90	10	an	an	DET
ap-7096	90	11	input	input	NOUN
ap-7096	90	12	layer	layer	NOUN
ap-7096	90	13	onto	onto	ADP
ap-7096	90	14	which	which	PRON
ap-7096	90	15	signals	signal	NOUN
ap-7096	90	16	described	describe	VERB
ap-7096	90	17	by	by	ADP
ap-7096	90	18	the	the	DET
ap-7096	90	19	input	input	NOUN
ap-7096	90	20	vector	vector	NOUN
ap-7096	90	21	x	x	X
ap-7096	90	22	are	be	AUX
ap-7096	90	23	fed	feed	VERB
ap-7096	90	24	,	,	PUNCT
ap-7096	90	25	•	•	ADP
ap-7096	90	26	a	a	DET
ap-7096	90	27	hidden	hide	VERB
ap-7096	90	28	layer	layer	NOUN
ap-7096	90	29	with	with	ADP
ap-7096	90	30	radial	radial	ADJ
ap-7096	90	31	neurons	neuron	NOUN
ap-7096	90	32	,	,	PUNCT
ap-7096	90	33	•	•	ADP
ap-7096	90	34	an	an	DET
ap-7096	90	35	output	output	NOUN
ap-7096	90	36	layer	layer	NOUN
ap-7096	90	37	,	,	PUNCT
ap-7096	90	38	which	which	PRON
ap-7096	90	39	only	only	ADV
ap-7096	90	40	sums	sum	VERB
ap-7096	90	41	the	the	DET
ap-7096	90	42	weights	weight	NOUN
ap-7096	90	43	of	of	ADP
ap-7096	90	44	signals	signal	NOUN
ap-7096	90	45	from	from	ADP
ap-7096	90	46	hidden	hidden	ADJ
ap-7096	90	47	neurons	neuron	NOUN
ap-7096	90	48	.	.	PUNCT
ap-7096	91	1	the	the	DET
ap-7096	91	2	rbf	rbf	PROPN
ap-7096	91	3	network	network	NOUN
ap-7096	91	4	analysed	analyse	VERB
ap-7096	91	5	in	in	ADP
ap-7096	91	6	the	the	DET
ap-7096	91	7	paper	paper	NOUN
ap-7096	91	8	contains	contain	VERB
ap-7096	91	9	one	one	NUM
ap-7096	91	10	hidden	hide	VERB
ap-7096	91	11	layer	layer	NOUN
ap-7096	91	12	with	with	ADP
ap-7096	91	13	radial	radial	ADJ
ap-7096	91	14	neurons	neuron	NOUN
ap-7096	91	15	.	.	PUNCT
ap-7096	92	1	based	base	VERB
ap-7096	92	2	on	on	ADP
ap-7096	92	3	the	the	DET
ap-7096	92	4	data	datum	NOUN
ap-7096	92	5	available	available	ADJ
ap-7096	92	6	on	on	ADP
ap-7096	92	7	changes	change	NOUN
ap-7096	92	8	in	in	ADP
ap-7096	92	9	the	the	DET
ap-7096	92	10	value	value	NOUN
ap-7096	92	11	of	of	ADP
ap-7096	92	12	the	the	DET
ap-7096	92	13	friction	friction	NOUN
ap-7096	92	14	coefficient	coefficient	NOUN
ap-7096	92	15	depending	depend	VERB
ap-7096	92	16	on	on	ADP
ap-7096	92	17	the	the	DET
ap-7096	92	18	nominal	nominal	ADJ
ap-7096	92	19	pressure	pressure	NOUN
ap-7096	92	20	(	(	PUNCT
ap-7096	92	21	table	table	NOUN
ap-7096	92	22	4	4	NUM
ap-7096	92	23	)	)	PUNCT
ap-7096	92	24	,	,	PUNCT
ap-7096	92	25	a	a	DET
ap-7096	92	26	network	network	NOUN
ap-7096	92	27	of	of	ADP
ap-7096	92	28	two	two	NUM
ap-7096	92	29	input	input	NOUN
ap-7096	92	30	neurons	neuron	NOUN
ap-7096	92	31	and	and	CCONJ
ap-7096	92	32	one	one	NUM
ap-7096	92	33	output	output	NOUN
ap-7096	92	34	neuron	neuron	NOUN
ap-7096	92	35	responsible	responsible	ADJ
ap-7096	92	36	for	for	ADP
ap-7096	92	37	the	the	DET
ap-7096	92	38	cof	cof	PROPN
ap-7096	92	39	value	value	NOUN
ap-7096	92	40	was	be	AUX
ap-7096	92	41	adopted	adopt	VERB
ap-7096	92	42	for	for	ADP
ap-7096	92	43	the	the	DET
ap-7096	92	44	analysis	analysis	NOUN
ap-7096	92	45	.	.	PUNCT
ap-7096	93	1	the	the	DET
ap-7096	93	2	values	value	NOUN
ap-7096	93	3	of	of	ADP
ap-7096	93	4	the	the	DET
ap-7096	93	5	nominal	nominal	ADJ
ap-7096	93	6	pressure	pressure	NOUN
ap-7096	93	7	p	p	NOUN
ap-7096	93	8	and	and	CCONJ
ap-7096	93	9	kinematic	kinematic	ADJ
ap-7096	93	10	viscosity	viscosity	NOUN
ap-7096	93	11	ηk	ηk	X
ap-7096	93	12	of	of	ADP
ap-7096	93	13	oils	oil	NOUN
ap-7096	93	14	were	be	AUX
ap-7096	93	15	taken	take	VERB
ap-7096	93	16	as	as	ADP
ap-7096	93	17	input	input	NOUN
ap-7096	93	18	data	datum	NOUN
ap-7096	93	19	.	.	PUNCT
ap-7096	94	1	kinematic	kinematic	ADJ
ap-7096	94	2	viscosity	viscosity	NOUN
ap-7096	94	3	ηk	ηk	ADP
ap-7096	94	4	=	=	SYM
ap-7096	94	5	0	0	PROPN
ap-7096	94	6	was	be	AUX
ap-7096	94	7	assumed	assume	VERB
ap-7096	94	8	for	for	ADP
ap-7096	94	9	dry	dry	ADJ
ap-7096	94	10	friction	friction	NOUN
ap-7096	94	11	conditions	condition	NOUN
ap-7096	94	12	.	.	PUNCT
ap-7096	95	1	the	the	DET
ap-7096	95	2	entire	entire	ADJ
ap-7096	95	3	set	set	NOUN
ap-7096	95	4	of	of	ADP
ap-7096	95	5	training	training	NOUN
ap-7096	95	6	data	datum	NOUN
ap-7096	95	7	contained	contain	VERB
ap-7096	95	8	42	42	NUM
ap-7096	95	9	datasets	dataset	NOUN
ap-7096	95	10	.	.	PUNCT
ap-7096	96	1	from	from	ADP
ap-7096	96	2	this	this	DET
ap-7096	96	3	set	set	NOUN
ap-7096	96	4	,	,	PUNCT
ap-7096	96	5	10	10	NUM
ap-7096	96	6	%	%	NOUN
ap-7096	96	7	of	of	ADP
ap-7096	96	8	the	the	DET
ap-7096	96	9	data	datum	NOUN
ap-7096	96	10	was	be	AUX
ap-7096	96	11	randomly	randomly	ADV
ap-7096	96	12	selected	select	VERB
ap-7096	96	13	and	and	CCONJ
ap-7096	96	14	assigned	assign	VERB
ap-7096	96	15	to	to	ADP
ap-7096	96	16	the	the	DET
ap-7096	96	17	validation	validation	NOUN
ap-7096	96	18	set	set	NOUN
ap-7096	96	19	used	use	VERB
ap-7096	96	20	for	for	ADP
ap-7096	96	21	an	an	DET
ap-7096	96	22	independent	independent	ADJ
ap-7096	96	23	control	control	NOUN
ap-7096	96	24	of	of	ADP
ap-7096	96	25	the	the	DET
ap-7096	96	26	learning	learning	NOUN
ap-7096	96	27	process	process	NOUN
ap-7096	96	28	.	.	PUNCT
ap-7096	97	1	the	the	DET
ap-7096	97	2	d	d	PROPN
ap-7096	97	3	data	datum	NOUN
ap-7096	97	4	used	use	VERB
ap-7096	97	5	in	in	ADP
ap-7096	97	6	the	the	DET
ap-7096	97	7	network	network	NOUN
ap-7096	97	8	learning	learning	NOUN
ap-7096	97	9	process	process	NOUN
ap-7096	97	10	were	be	AUX
ap-7096	97	11	normalised	normalise	VERB
ap-7096	97	12	using	use	VERB
ap-7096	97	13	the	the	DET
ap-7096	97	14	min	min	ADJ
ap-7096	97	15	-	-	ADJ
ap-7096	97	16	max	max	PROPN
ap-7096	97	17	function	function	NOUN
ap-7096	97	18	:	:	PUNCT
ap-7096	97	19	d′	d′	X
ap-7096	97	20	=	=	PUNCT
ap-7096	97	21	(	(	PUNCT
ap-7096	97	22	d	d	NOUN
ap-7096	97	23	−min	−min	NOUN
ap-7096	97	24	)	)	PUNCT
ap-7096	97	25	max−min(nmax	max−min(nmax	PROPN
ap-7096	97	26	−nmin	−nmin	NOUN
ap-7096	97	27	)	)	PUNCT
ap-7096	98	1	+	+	NOUN
ap-7096	98	2	nmin	nmin	NOUN
ap-7096	98	3	(	(	PUNCT
ap-7096	98	4	3	3	NUM
ap-7096	98	5	)	)	PUNCT
ap-7096	98	6	which	which	PRON
ap-7096	98	7	transforms	transform	VERB
ap-7096	98	8	the	the	DET
ap-7096	98	9	domain	domain	NOUN
ap-7096	98	10	of	of	ADP
ap-7096	98	11	variables	variable	NOUN
ap-7096	98	12	(	(	PUNCT
ap-7096	98	13	min	min	PROPN
ap-7096	98	14	,	,	PUNCT
ap-7096	98	15	max	max	PROPN
ap-7096	98	16	)	)	PUNCT
ap-7096	98	17	to	to	ADP
ap-7096	98	18	a	a	DET
ap-7096	98	19	new	new	ADJ
ap-7096	98	20	interval	interval	NOUN
ap-7096	98	21	(	(	PUNCT
ap-7096	98	22	nmin	nmin	NOUN
ap-7096	98	23	=	=	SYM
ap-7096	98	24	0	0	NUM
ap-7096	98	25	,	,	PUNCT
ap-7096	98	26	nmax	nmax	PROPN
ap-7096	98	27	=	=	NOUN
ap-7096	98	28	1	1	NUM
ap-7096	98	29	)	)	PUNCT
ap-7096	98	30	.	.	PUNCT
ap-7096	99	1	those	those	DET
ap-7096	99	2	networks	network	NOUN
ap-7096	99	3	with	with	ADP
ap-7096	99	4	a	a	DET
ap-7096	99	5	different	different	ADJ
ap-7096	99	6	number	number	NOUN
ap-7096	99	7	of	of	ADP
ap-7096	99	8	radial	radial	ADJ
ap-7096	99	9	neurons	neuron	NOUN
ap-7096	99	10	in	in	ADP
ap-7096	99	11	the	the	DET
ap-7096	99	12	hidden	hide	VERB
ap-7096	99	13	layer	layer	NOUN
ap-7096	99	14	(	(	PUNCT
ap-7096	99	15	fig	fig	NOUN
ap-7096	99	16	.	.	PUNCT
ap-7096	100	1	2	2	NUM
ap-7096	100	2	):	):	PUNCT
ap-7096	100	3	4	4	NUM
ap-7096	100	4	,	,	PUNCT
ap-7096	100	5	8	8	NUM
ap-7096	100	6	and	and	CCONJ
ap-7096	100	7	12	12	NUM
ap-7096	100	8	were	be	AUX
ap-7096	100	9	analysed	analyse	VERB
ap-7096	100	10	in	in	ADP
ap-7096	100	11	the	the	DET
ap-7096	100	12	research	research	NOUN
ap-7096	100	13	.	.	PUNCT
ap-7096	101	1	the	the	DET
ap-7096	101	2	following	follow	VERB
ap-7096	101	3	parameters	parameter	NOUN
ap-7096	101	4	were	be	AUX
ap-7096	101	5	used	use	VERB
ap-7096	101	6	as	as	ADP
ap-7096	101	7	basic	basic	ADJ
ap-7096	101	8	indicators	indicator	NOUN
ap-7096	101	9	for	for	ADP
ap-7096	101	10	assessing	assess	VERB
ap-7096	101	11	the	the	DET
ap-7096	101	12	quality	quality	NOUN
ap-7096	101	13	of	of	ADP
ap-7096	101	14	the	the	DET
ap-7096	101	15	ann	ann	PROPN
ap-7096	101	16	model	model	NOUN
ap-7096	101	17	:	:	PUNCT
ap-7096	101	18	•	•	NUM
ap-7096	101	19	root	root	NOUN
ap-7096	101	20	mean	mean	VERB
ap-7096	101	21	square	square	ADJ
ap-7096	101	22	error	error	NOUN
ap-7096	101	23	rmse	rmse	NOUN
ap-7096	101	24	:	:	PUNCT
ap-7096	101	25	rmse	rmse	NOUN
ap-7096	102	1	=	=	SYM
ap-7096	102	2	ã	ã	SYM
ap-7096	102	3	1	1	NUM
ap-7096	102	4	n	n	NUM
ap-7096	102	5	n∑	n∑	NOUN
ap-7096	102	6	i=1	i=1	PROPN
ap-7096	102	7	|aj	|aj	PUNCT
ap-7096	102	8	−	−	PROPN
ap-7096	102	9	pj	pj	PROPN
ap-7096	102	10	|2	|2	NUM
ap-7096	102	11	(	(	PUNCT
ap-7096	102	12	4	4	NUM
ap-7096	102	13	)	)	PUNCT
ap-7096	102	14	•	•	NOUN
ap-7096	102	15	pearson	pearson	PROPN
ap-7096	102	16	’s	’s	PART
ap-7096	102	17	correlation	correlation	NOUN
ap-7096	102	18	coefficient	coefficient	NOUN
ap-7096	102	19	r2	r2	NOUN
ap-7096	102	20	:	:	PUNCT
ap-7096	102	21	r2	r2	PROPN
ap-7096	102	22	=	=	SYM
ap-7096	102	23	1−	1−	PROPN
ap-7096	102	24	å∑n	å∑n	PROPN
ap-7096	102	25	i=1(aj	i=1(aj	NOUN
ap-7096	102	26	−	−	PROPN
ap-7096	102	27	pj)2∑n	pj)2∑n	AUX
ap-7096	102	28	i=1(pj)2	i=1(pj)2	VERB
ap-7096	102	29	ã	ã	X
ap-7096	102	30	(	(	PUNCT
ap-7096	102	31	5	5	NUM
ap-7096	102	32	)	)	PUNCT
ap-7096	102	33	•	•	NOUN
ap-7096	102	34	standard	standard	ADJ
ap-7096	102	35	deviation	deviation	NOUN
ap-7096	102	36	ratio	ratio	NOUN
ap-7096	102	37	(	(	PUNCT
ap-7096	102	38	s.d	s.d	PROPN
ap-7096	102	39	.	.	PROPN
ap-7096	102	40	ratio	ratio	NOUN
ap-7096	102	41	)	)	PUNCT
ap-7096	102	42	as	as	ADP
ap-7096	102	43	a	a	DET
ap-7096	102	44	ratio	ratio	NOUN
ap-7096	102	45	of	of	ADP
ap-7096	102	46	the	the	DET
ap-7096	102	47	standard	standard	ADJ
ap-7096	102	48	deviation	deviation	NOUN
ap-7096	102	49	error	error	NOUN
ap-7096	102	50	and	and	CCONJ
ap-7096	102	51	the	the	DET
ap-7096	102	52	standard	standard	ADJ
ap-7096	102	53	deviation	deviation	NOUN
ap-7096	102	54	of	of	ADP
ap-7096	102	55	the	the	DET
ap-7096	102	56	real	real	ADJ
ap-7096	102	57	values	value	NOUN
ap-7096	102	58	of	of	ADP
ap-7096	102	59	the	the	DET
ap-7096	102	60	variable	variable	NOUN
ap-7096	102	61	being	be	AUX
ap-7096	102	62	explained	explain	VERB
ap-7096	102	63	.	.	PUNCT
ap-7096	103	1	training	train	VERB
ap-7096	103	2	the	the	DET
ap-7096	103	3	rbf	rbf	PROPN
ap-7096	103	4	network	network	NOUN
ap-7096	103	5	consists	consist	VERB
ap-7096	103	6	in	in	ADP
ap-7096	103	7	determining	determine	VERB
ap-7096	103	8	the	the	DET
ap-7096	103	9	centres	centre	NOUN
ap-7096	103	10	and	and	CCONJ
ap-7096	103	11	deviations	deviation	NOUN
ap-7096	103	12	of	of	ADP
ap-7096	103	13	radial	radial	ADJ
ap-7096	103	14	neurons	neuron	NOUN
ap-7096	103	15	.	.	PUNCT
ap-7096	104	1	the	the	DET
ap-7096	104	2	k	k	NOUN
ap-7096	104	3	-	-	PUNCT
ap-7096	104	4	means	means	NOUN
ap-7096	104	5	method	method	NOUN
ap-7096	104	6	was	be	AUX
ap-7096	104	7	used	use	VERB
ap-7096	104	8	for	for	ADP
ap-7096	104	9	assigning	assign	VERB
ap-7096	104	10	the	the	DET
ap-7096	104	11	centres	centre	NOUN
ap-7096	104	12	.	.	PUNCT
ap-7096	105	1	the	the	DET
ap-7096	105	2	isotropic	isotropic	ADJ
ap-7096	105	3	method	method	NOUN
ap-7096	105	4	was	be	AUX
ap-7096	105	5	used	use	VERB
ap-7096	105	6	to	to	PART
ap-7096	105	7	eliminate	eliminate	VERB
ap-7096	105	8	neu	neu	PROPN
ap-7096	105	9	-	-	PUNCT
ap-7096	105	10	ronal	ronal	ADJ
ap-7096	105	11	deviation	deviation	NOUN
ap-7096	105	12	.	.	PUNCT
ap-7096	106	1	the	the	DET
ap-7096	106	2	deviation	deviation	NOUN
ap-7096	106	3	(	(	PUNCT
ap-7096	106	4	identical	identical	ADJ
ap-7096	106	5	for	for	ADP
ap-7096	106	6	all	all	DET
ap-7096	106	7	neurons	neuron	NOUN
ap-7096	106	8	)	)	PUNCT
ap-7096	106	9	is	be	AUX
ap-7096	106	10	determined	determine	VERB
ap-7096	106	11	by	by	ADP
ap-7096	106	12	the	the	DET
ap-7096	106	13	heuristic	heuristic	ADJ
ap-7096	106	14	rule	rule	NOUN
ap-7096	107	1	[	[	X
ap-7096	107	2	30	30	NUM
ap-7096	107	3	]	]	PUNCT
ap-7096	107	4	,	,	PUNCT
ap-7096	107	5	taking	take	VERB
ap-7096	107	6	into	into	ADP
ap-7096	107	7	account	account	NOUN
ap-7096	107	8	the	the	DET
ap-7096	107	9	number	number	NOUN
ap-7096	107	10	of	of	ADP
ap-7096	107	11	centres	centre	NOUN
ap-7096	107	12	and	and	CCONJ
ap-7096	107	13	the	the	DET
ap-7096	107	14	size	size	NOUN
ap-7096	107	15	of	of	ADP
ap-7096	107	16	the	the	DET
ap-7096	107	17	space	space	NOUN
ap-7096	107	18	they	they	PRON
ap-7096	107	19	occupy	occupy	VERB
ap-7096	107	20	.	.	PUNCT
ap-7096	108	1	3	3	X
ap-7096	108	2	.	.	X
ap-7096	108	3	results	result	NOUN
ap-7096	108	4	and	and	CCONJ
ap-7096	108	5	discussion	discussion	NOUN
ap-7096	108	6	there	there	PRON
ap-7096	108	7	are	be	VERB
ap-7096	108	8	no	no	DET
ap-7096	108	9	precise	precise	ADJ
ap-7096	108	10	guidelines	guideline	NOUN
ap-7096	108	11	in	in	ADP
ap-7096	108	12	the	the	DET
ap-7096	108	13	literature	literature	NOUN
ap-7096	108	14	for	for	ADP
ap-7096	108	15	the	the	DET
ap-7096	108	16	selection	selection	NOUN
ap-7096	108	17	of	of	ADP
ap-7096	108	18	a	a	DET
ap-7096	108	19	neural	neural	ADJ
ap-7096	108	20	network	network	NOUN
ap-7096	108	21	structure	structure	NOUN
ap-7096	108	22	for	for	ADP
ap-7096	108	23	the	the	DET
ap-7096	108	24	analysis	analysis	NOUN
ap-7096	108	25	of	of	ADP
ap-7096	108	26	a	a	DET
ap-7096	108	27	specific	specific	ADJ
ap-7096	108	28	problem	problem	NOUN
ap-7096	108	29	.	.	PUNCT
ap-7096	109	1	the	the	DET
ap-7096	109	2	number	number	NOUN
ap-7096	109	3	of	of	ADP
ap-7096	109	4	neurons	neuron	NOUN
ap-7096	109	5	in	in	ADP
ap-7096	109	6	the	the	DET
ap-7096	109	7	input	input	NOUN
ap-7096	109	8	and	and	CCONJ
ap-7096	109	9	output	output	NOUN
ap-7096	109	10	layers	layer	NOUN
ap-7096	109	11	is	be	AUX
ap-7096	109	12	determined	determine	VERB
ap-7096	109	13	by	by	ADP
ap-7096	109	14	the	the	DET
ap-7096	109	15	number	number	NOUN
ap-7096	109	16	of	of	ADP
ap-7096	109	17	parameters	parameter	NOUN
ap-7096	109	18	presented	present	VERB
ap-7096	109	19	in	in	ADP
ap-7096	109	20	the	the	DET
ap-7096	109	21	network	network	NOUN
ap-7096	109	22	during	during	ADP
ap-7096	109	23	the	the	DET
ap-7096	109	24	learning	learning	NOUN
ap-7096	109	25	process	process	NOUN
ap-7096	109	26	.	.	PUNCT
ap-7096	110	1	the	the	DET
ap-7096	110	2	selection	selection	NOUN
ap-7096	110	3	of	of	ADP
ap-7096	110	4	the	the	DET
ap-7096	110	5	number	number	NOUN
ap-7096	110	6	of	of	ADP
ap-7096	110	7	491	491	NUM
ap-7096	110	8	tomasz	tomasz	PROPN
ap-7096	110	9	trzepieciński	trzepieciński	NOUN
ap-7096	110	10	,	,	PUNCT
ap-7096	110	11	marcin	marcin	PROPN
ap-7096	110	12	szpunar	szpunar	PROPN
ap-7096	110	13	acta	acta	PROPN
ap-7096	110	14	polytechnica	polytechnica	PROPN
ap-7096	110	15	friction	friction	NOUN
ap-7096	110	16	conditions	condition	NOUN
ap-7096	110	17	coefficient	coefficient	NOUN
ap-7096	110	18	of	of	ADP
ap-7096	110	19	friction	friction	NOUN
ap-7096	110	20	p	p	NOUN
ap-7096	110	21	=	=	NOUN
ap-7096	110	22	75mpa	75mpa	NOUN
ap-7096	110	23	p	p	NOUN
ap-7096	110	24	=	=	NOUN
ap-7096	110	25	96mpa	96mpa	NOUN
ap-7096	110	26	p	p	NOUN
ap-7096	110	27	=	=	NOUN
ap-7096	110	28	112mpa	112mpa	NUM
ap-7096	110	29	p	p	NOUN
ap-7096	110	30	=	=	PUNCT
ap-7096	110	31	127mpa	127mpa	NUM
ap-7096	110	32	p	p	NOUN
ap-7096	110	33	=	=	NOUN
ap-7096	110	34	139mpa	139mpa	NUM
ap-7096	110	35	p	p	X
ap-7096	110	36	=	=	SYM
ap-7096	110	37	151mpa	151mpa	NUM
ap-7096	110	38	dry	dry	ADJ
ap-7096	110	39	friction	friction	NOUN
ap-7096	110	40	0.312	0.312	NUM
ap-7096	110	41	0.292	0.292	NUM
ap-7096	110	42	0.303	0.303	NUM
ap-7096	110	43	0.291	0.291	NUM
ap-7096	110	44	0.274	0.274	NUM
ap-7096	110	45	0.271	0.271	NUM
ap-7096	110	46	l	l	NOUN
ap-7096	110	47	-	-	PUNCT
ap-7096	110	48	an	an	PRON
ap-7096	110	49	46	46	NUM
ap-7096	110	50	0.272	0.272	NUM
ap-7096	110	51	0.250	0.250	NUM
ap-7096	110	52	0.243	0.243	NUM
ap-7096	110	53	0.230	0.230	NUM
ap-7096	110	54	0.214	0.214	NUM
ap-7096	110	55	0.217	0.217	NUM
ap-7096	110	56	l	l	NOUN
ap-7096	110	57	-	-	PUNCT
ap-7096	110	58	hm	hm	INTJ
ap-7096	110	59	46	46	NUM
ap-7096	110	60	0.277	0.277	NUM
ap-7096	110	61	0.271	0.271	NUM
ap-7096	110	62	0.270	0.270	NUM
ap-7096	110	63	0.252	0.252	NUM
ap-7096	110	64	0.260	0.260	NUM
ap-7096	110	65	0.255	0.255	NUM
ap-7096	110	66	sae10w40	sae10w40	NOUN
ap-7096	110	67	0.240	0.240	NUM
ap-7096	110	68	0.215	0.215	NUM
ap-7096	110	69	0.217	0.217	NUM
ap-7096	110	70	0.214	0.214	NUM
ap-7096	110	71	0.194	0.194	NUM
ap-7096	110	72	0.205	0.205	NUM
ap-7096	110	73	sae75w85	sae75w85	NOUN
ap-7096	110	74	0.253	0.253	NUM
ap-7096	110	75	0.266	0.266	NUM
ap-7096	110	76	0.267	0.267	NUM
ap-7096	110	77	0.230	0.230	NUM
ap-7096	110	78	0.220	0.220	NUM
ap-7096	110	79	0.221	0.221	NUM
ap-7096	110	80	palm	palm	NOUN
ap-7096	110	81	oil	oil	NOUN
ap-7096	110	82	0.226	0.226	NUM
ap-7096	110	83	0.241	0.241	NUM
ap-7096	110	84	0.233	0.233	NUM
ap-7096	110	85	0.223	0.223	NUM
ap-7096	110	86	0.229	0.229	NUM
ap-7096	110	87	0.216	0.216	NUM
ap-7096	110	88	rape	rape	NOUN
ap-7096	110	89	-	-	PUNCT
ap-7096	110	90	seed	seed	NOUN
ap-7096	110	91	oil	oil	NOUN
ap-7096	110	92	0.263	0.263	NUM
ap-7096	110	93	0.257	0.257	NUM
ap-7096	110	94	0.254	0.254	NUM
ap-7096	110	95	0.237	0.237	NUM
ap-7096	110	96	0.221	0.221	NUM
ap-7096	110	97	0.212	0.212	NUM
ap-7096	110	98	table	table	NOUN
ap-7096	110	99	4	4	NUM
ap-7096	110	100	.	.	PUNCT
ap-7096	111	1	the	the	DET
ap-7096	111	2	values	value	NOUN
ap-7096	111	3	of	of	ADP
ap-7096	111	4	cofs	cof	NOUN
ap-7096	111	5	determined	determine	VERB
ap-7096	111	6	at	at	ADP
ap-7096	111	7	different	different	ADJ
ap-7096	111	8	nominal	nominal	ADJ
ap-7096	111	9	pressure	pressure	NOUN
ap-7096	111	10	p.	p.	NOUN
ap-7096	111	11	figure	figure	NOUN
ap-7096	111	12	2	2	NUM
ap-7096	111	13	.	.	PUNCT
ap-7096	111	14	an	an	DET
ap-7096	111	15	rbf	rbf	PROPN
ap-7096	111	16	ann	ann	PROPN
ap-7096	111	17	with	with	ADP
ap-7096	111	18	n	n	CCONJ
ap-7096	111	19	-	-	PUNCT
ap-7096	111	20	th	th	VERB
ap-7096	111	21	inputs	input	NOUN
ap-7096	111	22	,	,	PUNCT
ap-7096	111	23	h	h	NOUN
ap-7096	111	24	-	-	PUNCT
ap-7096	111	25	th	th	VERB
ap-7096	111	26	radial	radial	ADJ
ap-7096	111	27	basis	basis	NOUN
ap-7096	111	28	functions	function	NOUN
ap-7096	111	29	and	and	CCONJ
ap-7096	111	30	one	one	NUM
ap-7096	111	31	output	output	NOUN
ap-7096	111	32	.	.	PUNCT
ap-7096	112	1	neurons	neuron	NOUN
ap-7096	112	2	in	in	ADP
ap-7096	112	3	the	the	DET
ap-7096	112	4	hidden	hide	VERB
ap-7096	112	5	layer	layer	NOUN
ap-7096	112	6	depends	depend	VERB
ap-7096	112	7	on	on	ADP
ap-7096	112	8	the	the	DET
ap-7096	112	9	complexity	complexity	NOUN
ap-7096	112	10	of	of	ADP
ap-7096	112	11	the	the	DET
ap-7096	112	12	problem	problem	NOUN
ap-7096	112	13	under	under	ADP
ap-7096	112	14	consideration	consideration	NOUN
ap-7096	112	15	and	and	CCONJ
ap-7096	112	16	it	it	PRON
ap-7096	112	17	is	be	AUX
ap-7096	112	18	difficult	difficult	ADJ
ap-7096	112	19	to	to	PART
ap-7096	112	20	define	define	VERB
ap-7096	112	21	apriori	apriori	ADV
ap-7096	112	22	.	.	PUNCT
ap-7096	113	1	therefore	therefore	ADV
ap-7096	113	2	,	,	PUNCT
ap-7096	113	3	the	the	DET
ap-7096	113	4	construction	construction	NOUN
ap-7096	113	5	of	of	ADP
ap-7096	113	6	three	three	NUM
ap-7096	113	7	rbf	rbf	PROPN
ap-7096	113	8	anns	anns	PROPN
ap-7096	113	9	with	with	ADP
ap-7096	113	10	the	the	DET
ap-7096	113	11	number	number	NOUN
ap-7096	113	12	of	of	ADP
ap-7096	113	13	neurons	neuron	NOUN
ap-7096	113	14	in	in	ADP
ap-7096	113	15	the	the	DET
ap-7096	113	16	hidden	hide	VERB
ap-7096	113	17	layer	layer	NOUN
ap-7096	113	18	equal	equal	ADJ
ap-7096	113	19	to	to	ADP
ap-7096	113	20	8	8	NUM
ap-7096	113	21	,	,	PUNCT
ap-7096	113	22	17	17	NUM
ap-7096	113	23	and	and	CCONJ
ap-7096	113	24	35	35	NUM
ap-7096	113	25	was	be	AUX
ap-7096	113	26	initially	initially	ADV
ap-7096	113	27	assumed	assume	VERB
ap-7096	113	28	.	.	PUNCT
ap-7096	114	1	taking	take	VERB
ap-7096	114	2	into	into	ADP
ap-7096	114	3	account	account	NOUN
ap-7096	114	4	the	the	DET
ap-7096	114	5	limited	limited	ADJ
ap-7096	114	6	amount	amount	NOUN
ap-7096	114	7	of	of	ADP
ap-7096	114	8	learning	learn	VERB
ap-7096	114	9	data	datum	NOUN
ap-7096	114	10	,	,	PUNCT
ap-7096	114	11	it	it	PRON
ap-7096	114	12	was	be	AUX
ap-7096	114	13	also	also	ADV
ap-7096	114	14	assumed	assume	VERB
ap-7096	114	15	that	that	SCONJ
ap-7096	114	16	the	the	DET
ap-7096	114	17	neural	neural	ADJ
ap-7096	114	18	network	network	NOUN
ap-7096	114	19	would	would	AUX
ap-7096	114	20	provide	provide	VERB
ap-7096	114	21	data	datum	NOUN
ap-7096	114	22	prediction	prediction	NOUN
ap-7096	114	23	at	at	ADP
ap-7096	114	24	the	the	DET
ap-7096	114	25	r2	r2	PROPN
ap-7096	114	26	level	level	NOUN
ap-7096	114	27	of	of	ADP
ap-7096	114	28	at	at	ADV
ap-7096	114	29	least	least	ADV
ap-7096	114	30	0.95	0.95	NUM
ap-7096	114	31	.	.	PUNCT
ap-7096	115	1	the	the	DET
ap-7096	115	2	selected	select	VERB
ap-7096	115	3	statistics	statistic	NOUN
ap-7096	115	4	of	of	ADP
ap-7096	115	5	the	the	DET
ap-7096	115	6	networks	network	NOUN
ap-7096	115	7	that	that	PRON
ap-7096	115	8	were	be	AUX
ap-7096	115	9	analysed	analyse	VERB
ap-7096	115	10	for	for	ADP
ap-7096	115	11	the	the	DET
ap-7096	115	12	training	training	NOUN
ap-7096	115	13	set	set	NOUN
ap-7096	115	14	are	be	AUX
ap-7096	115	15	presented	present	VERB
ap-7096	115	16	in	in	ADP
ap-7096	115	17	table	table	NOUN
ap-7096	115	18	5	5	NUM
ap-7096	115	19	.	.	PUNCT
ap-7096	115	20	increasing	increase	VERB
ap-7096	115	21	the	the	DET
ap-7096	115	22	number	number	NOUN
ap-7096	115	23	of	of	ADP
ap-7096	115	24	neurons	neuron	NOUN
ap-7096	115	25	in	in	ADP
ap-7096	115	26	the	the	DET
ap-7096	115	27	hidden	hide	VERB
ap-7096	115	28	layer	layer	NOUN
ap-7096	115	29	clearly	clearly	ADV
ap-7096	115	30	improved	improve	VERB
ap-7096	115	31	all	all	DET
ap-7096	115	32	the	the	DET
ap-7096	115	33	statistical	statistical	ADJ
ap-7096	115	34	parameters	parameter	NOUN
ap-7096	115	35	.	.	PUNCT
ap-7096	116	1	the	the	DET
ap-7096	116	2	determination	determination	NOUN
ap-7096	116	3	coefficient	coefficient	NOUN
ap-7096	116	4	r2	r2	PROPN
ap-7096	116	5	of	of	ADP
ap-7096	116	6	the	the	DET
ap-7096	116	7	network	network	NOUN
ap-7096	116	8	with	with	ADP
ap-7096	116	9	the	the	DET
ap-7096	116	10	largest	large	ADJ
ap-7096	116	11	number	number	NOUN
ap-7096	116	12	of	of	ADP
ap-7096	116	13	hidden	hide	VERB
ap-7096	116	14	neurons	neuron	NOUN
ap-7096	116	15	rbf	rbf	PROPN
ap-7096	116	16	2:2	2:2	NUM
ap-7096	116	17	-	-	SYM
ap-7096	116	18	35	35	NUM
ap-7096	116	19	-	-	SYM
ap-7096	116	20	1:1	1:1	NUM
ap-7096	116	21	met	meet	VERB
ap-7096	116	22	the	the	DET
ap-7096	116	23	assumed	assume	VERB
ap-7096	116	24	requirements	requirement	NOUN
ap-7096	116	25	.	.	PUNCT
ap-7096	117	1	moreover	moreover	ADV
ap-7096	117	2	,	,	PUNCT
ap-7096	117	3	the	the	DET
ap-7096	117	4	value	value	NOUN
ap-7096	117	5	of	of	ADP
ap-7096	117	6	the	the	DET
ap-7096	117	7	s.d	s.d	PROPN
ap-7096	117	8	.	.	PROPN
ap-7096	117	9	ratio	ratio	NOUN
ap-7096	117	10	proves	prove	VERB
ap-7096	117	11	a	a	DET
ap-7096	117	12	very	very	ADV
ap-7096	117	13	good	good	ADJ
ap-7096	117	14	quality	quality	NOUN
ap-7096	117	15	of	of	ADP
ap-7096	117	16	the	the	DET
ap-7096	117	17	model	model	NOUN
ap-7096	117	18	.	.	PUNCT
ap-7096	118	1	for	for	ADP
ap-7096	118	2	a	a	DET
ap-7096	118	3	very	very	ADV
ap-7096	118	4	good	good	ADJ
ap-7096	118	5	model	model	NOUN
ap-7096	118	6	,	,	PUNCT
ap-7096	118	7	this	this	DET
ap-7096	118	8	measure	measure	NOUN
ap-7096	118	9	ranges	range	VERB
ap-7096	118	10	from	from	ADP
ap-7096	118	11	0	0	NUM
ap-7096	118	12	to	to	ADP
ap-7096	118	13	0.1	0.1	NUM
ap-7096	118	14	.	.	PUNCT
ap-7096	119	1	if	if	SCONJ
ap-7096	119	2	the	the	DET
ap-7096	119	3	value	value	NOUN
ap-7096	119	4	of	of	ADP
ap-7096	119	5	the	the	DET
ap-7096	119	6	s.d	s.d	PROPN
ap-7096	119	7	.	.	PROPN
ap-7096	119	8	ratio	ratio	NOUN
ap-7096	119	9	is	be	AUX
ap-7096	119	10	greater	great	ADJ
ap-7096	119	11	than	than	ADP
ap-7096	119	12	one	one	NUM
ap-7096	119	13	,	,	PUNCT
ap-7096	119	14	the	the	DET
ap-7096	119	15	use	use	NOUN
ap-7096	119	16	of	of	ADP
ap-7096	119	17	the	the	DET
ap-7096	119	18	constructed	construct	VERB
ap-7096	119	19	model	model	NOUN
ap-7096	119	20	is	be	AUX
ap-7096	119	21	unjustified	unjustified	ADJ
ap-7096	119	22	,	,	PUNCT
ap-7096	119	23	because	because	SCONJ
ap-7096	119	24	a	a	DET
ap-7096	119	25	more	more	ADV
ap-7096	119	26	accurate	accurate	ADJ
ap-7096	119	27	estimate	estimate	NOUN
ap-7096	119	28	of	of	ADP
ap-7096	119	29	the	the	DET
ap-7096	119	30	value	value	NOUN
ap-7096	119	31	of	of	ADP
ap-7096	119	32	the	the	DET
ap-7096	119	33	explained	explain	VERB
ap-7096	119	34	variable	variable	NOUN
ap-7096	119	35	is	be	AUX
ap-7096	119	36	its	its	PRON
ap-7096	119	37	arithmetic	arithmetic	ADJ
ap-7096	119	38	mean	mean	NOUN
ap-7096	119	39	determined	determine	VERB
ap-7096	119	40	on	on	ADP
ap-7096	119	41	the	the	DET
ap-7096	119	42	basis	basis	NOUN
ap-7096	119	43	of	of	ADP
ap-7096	119	44	the	the	DET
ap-7096	119	45	training	training	NOUN
ap-7096	119	46	set	set	NOUN
ap-7096	119	47	.	.	PUNCT
ap-7096	120	1	response	response	NOUN
ap-7096	120	2	surfaces	surface	NOUN
ap-7096	120	3	(	(	PUNCT
ap-7096	120	4	fig	fig	NOUN
ap-7096	120	5	.	.	PUNCT
ap-7096	121	1	3	3	X
ap-7096	121	2	)	)	PUNCT
ap-7096	121	3	show	show	VERB
ap-7096	121	4	the	the	DET
ap-7096	121	5	effect	effect	NOUN
ap-7096	121	6	on	on	ADP
ap-7096	121	7	the	the	DET
ap-7096	121	8	prediction	prediction	NOUN
ap-7096	121	9	of	of	ADP
ap-7096	121	10	the	the	DET
ap-7096	121	11	output	output	NOUN
ap-7096	121	12	variable	variable	NOUN
ap-7096	121	13	in	in	ADP
ap-7096	121	14	adjusting	adjust	VERB
ap-7096	121	15	two	two	NUM
ap-7096	121	16	(	(	PUNCT
ap-7096	121	17	independent	independent	ADJ
ap-7096	121	18	)	)	PUNCT
ap-7096	121	19	input	input	NOUN
ap-7096	121	20	variables	variable	NOUN
ap-7096	121	21	.	.	PUNCT
ap-7096	122	1	the	the	DET
ap-7096	122	2	rbf	rbf	PROPN
ap-7096	122	3	anns	anns	PROPN
ap-7096	122	4	were	be	AUX
ap-7096	122	5	utilised	utilise	VERB
ap-7096	122	6	to	to	PART
ap-7096	122	7	study	study	VERB
ap-7096	122	8	the	the	DET
ap-7096	122	9	influence	influence	NOUN
ap-7096	122	10	of	of	ADP
ap-7096	122	11	each	each	PRON
ap-7096	122	12	of	of	ADP
ap-7096	122	13	the	the	DET
ap-7096	122	14	two	two	NUM
ap-7096	122	15	input	input	NOUN
ap-7096	122	16	variables	variable	NOUN
ap-7096	122	17	on	on	ADP
ap-7096	122	18	the	the	DET
ap-7096	122	19	coefficient	coefficient	NOUN
ap-7096	122	20	of	of	ADP
ap-7096	122	21	friction	friction	NOUN
ap-7096	122	22	.	.	PUNCT
ap-7096	123	1	the	the	DET
ap-7096	123	2	network	network	NOUN
ap-7096	123	3	architecture	architecture	NOUN
ap-7096	123	4	plays	play	VERB
ap-7096	123	5	a	a	DET
ap-7096	123	6	clear	clear	ADJ
ap-7096	123	7	role	role	NOUN
ap-7096	123	8	in	in	ADP
ap-7096	123	9	the	the	DET
ap-7096	123	10	evaluation	evaluation	NOUN
ap-7096	123	11	of	of	ADP
ap-7096	123	12	the	the	DET
ap-7096	123	13	input	input	NOUN
ap-7096	123	14	parameters	parameter	NOUN
ap-7096	123	15	on	on	ADP
ap-7096	123	16	the	the	DET
ap-7096	123	17	value	value	NOUN
ap-7096	123	18	of	of	ADP
ap-7096	123	19	the	the	DET
ap-7096	123	20	cof	cof	PROPN
ap-7096	123	21	.	.	PUNCT
ap-7096	124	1	the	the	DET
ap-7096	124	2	response	response	NOUN
ap-7096	124	3	of	of	ADP
ap-7096	124	4	the	the	DET
ap-7096	124	5	rbf	rbf	PROPN
ap-7096	124	6	2:2	2:2	NUM
ap-7096	124	7	-	-	SYM
ap-7096	124	8	8	8	NUM
ap-7096	124	9	-	-	PUNCT
ap-7096	124	10	1:1	1:1	NUM
ap-7096	124	11	network	network	NOUN
ap-7096	124	12	is	be	AUX
ap-7096	124	13	clearly	clearly	ADV
ap-7096	124	14	bipolar	bipolar	ADJ
ap-7096	124	15	.	.	PUNCT
ap-7096	125	1	low	low	ADJ
ap-7096	125	2	nominal	nominal	ADJ
ap-7096	125	3	pressure	pressure	NOUN
ap-7096	125	4	and	and	CCONJ
ap-7096	125	5	low	low	ADJ
ap-7096	125	6	kinematic	kinematic	ADJ
ap-7096	125	7	viscosity	viscosity	NOUN
ap-7096	125	8	values	value	NOUN
ap-7096	125	9	result	result	VERB
ap-7096	125	10	in	in	ADP
ap-7096	125	11	a	a	DET
ap-7096	125	12	high	high	ADJ
ap-7096	125	13	value	value	NOUN
ap-7096	125	14	of	of	ADP
ap-7096	125	15	the	the	DET
ap-7096	125	16	cof	cof	PROPN
ap-7096	125	17	(	(	PUNCT
ap-7096	125	18	fig	fig	NOUN
ap-7096	125	19	.	.	PUNCT
ap-7096	125	20	3a	3a	NUM
ap-7096	125	21	)	)	PUNCT
ap-7096	125	22	.	.	PUNCT
ap-7096	126	1	if	if	SCONJ
ap-7096	126	2	the	the	DET
ap-7096	126	3	input	input	NOUN
ap-7096	126	4	variables	variable	NOUN
ap-7096	126	5	are	be	AUX
ap-7096	126	6	large	large	ADJ
ap-7096	126	7	,	,	PUNCT
ap-7096	126	8	the	the	DET
ap-7096	126	9	situation	situation	NOUN
ap-7096	126	10	is	be	AUX
ap-7096	126	11	the	the	DET
ap-7096	126	12	opposite	opposite	NOUN
ap-7096	126	13	.	.	PUNCT
ap-7096	127	1	the	the	DET
ap-7096	127	2	response	response	NOUN
ap-7096	127	3	surfaces	surface	NOUN
ap-7096	127	4	of	of	ADP
ap-7096	127	5	the	the	DET
ap-7096	127	6	rbf	rbf	PROPN
ap-7096	127	7	2:2	2:2	NUM
ap-7096	127	8	-	-	SYM
ap-7096	127	9	17	17	NUM
ap-7096	127	10	-	-	SYM
ap-7096	127	11	1:1	1:1	NUM
ap-7096	127	12	(	(	PUNCT
ap-7096	127	13	fig	fig	NOUN
ap-7096	127	14	.	.	PUNCT
ap-7096	127	15	3b	3b	NUM
ap-7096	127	16	)	)	PUNCT
ap-7096	127	17	and	and	CCONJ
ap-7096	127	18	rbf	rbf	PROPN
ap-7096	127	19	2:2	2:2	NUM
ap-7096	127	20	-	-	SYM
ap-7096	127	21	35	35	NUM
ap-7096	127	22	-	-	SYM
ap-7096	127	23	1:1	1:1	NUM
ap-7096	127	24	(	(	PUNCT
ap-7096	127	25	fig	fig	NOUN
ap-7096	127	26	.	.	PUNCT
ap-7096	128	1	3c	3c	NUM
ap-7096	128	2	)	)	PUNCT
ap-7096	128	3	networks	network	NOUN
ap-7096	128	4	are	be	AUX
ap-7096	128	5	more	more	ADV
ap-7096	128	6	similar	similar	ADJ
ap-7096	128	7	.	.	PUNCT
ap-7096	129	1	the	the	DET
ap-7096	129	2	concentration	concentration	NOUN
ap-7096	129	3	of	of	ADP
ap-7096	129	4	the	the	DET
ap-7096	129	5	largest	large	ADJ
ap-7096	129	6	values	value	NOUN
ap-7096	129	7	of	of	ADP
ap-7096	129	8	the	the	DET
ap-7096	129	9	coefficient	coefficient	NOUN
ap-7096	129	10	of	of	ADP
ap-7096	129	11	friction	friction	NOUN
ap-7096	129	12	occurs	occur	VERB
ap-7096	129	13	for	for	ADP
ap-7096	129	14	ηk	ηk	PROPN
ap-7096	129	15	=	=	SYM
ap-7096	129	16	0	0	PROPN
ap-7096	129	17	(	(	PUNCT
ap-7096	129	18	dry	dry	ADJ
ap-7096	129	19	friction	friction	NOUN
ap-7096	129	20	)	)	PUNCT
ap-7096	129	21	for	for	ADP
ap-7096	129	22	average	average	ADJ
ap-7096	129	23	values	value	NOUN
ap-7096	129	24	of	of	ADP
ap-7096	129	25	ηk	ηk	PROPN
ap-7096	129	26	(	(	PUNCT
ap-7096	129	27	gear	gear	NOUN
ap-7096	129	28	oil	oil	NOUN
ap-7096	129	29	sae	sae	PROPN
ap-7096	129	30	75w-85	75w-85	NUM
ap-7096	129	31	)	)	PUNCT
ap-7096	129	32	and	and	CCONJ
ap-7096	129	33	average	average	ADJ
ap-7096	129	34	values	value	NOUN
ap-7096	129	35	of	of	ADP
ap-7096	129	36	nominal	nominal	ADJ
ap-7096	129	37	pressure	pressure	NOUN
ap-7096	129	38	.	.	PUNCT
ap-7096	130	1	the	the	DET
ap-7096	130	2	rbf	rbf	PROPN
ap-7096	130	3	2:217	2:217	NUM
ap-7096	130	4	-	-	SYM
ap-7096	130	5	1:1	1:1	NUM
ap-7096	130	6	network	network	NOUN
ap-7096	130	7	model	model	NOUN
ap-7096	130	8	predicts	predict	VERB
ap-7096	130	9	values	value	NOUN
ap-7096	130	10	of	of	ADP
ap-7096	130	11	the	the	DET
ap-7096	130	12	friction	friction	NOUN
ap-7096	130	13	coefficient	coefficient	NOUN
ap-7096	130	14	exceeding	exceed	VERB
ap-7096	130	15	the	the	DET
ap-7096	130	16	lower	low	ADJ
ap-7096	130	17	range	range	NOUN
ap-7096	130	18	of	of	ADP
ap-7096	130	19	the	the	DET
ap-7096	130	20	normalised	normalise	VERB
ap-7096	130	21	cof	cof	PROPN
ap-7096	130	22	value	value	NOUN
ap-7096	130	23	.	.	PUNCT
ap-7096	131	1	increasing	increase	VERB
ap-7096	131	2	the	the	DET
ap-7096	131	3	number	number	NOUN
ap-7096	131	4	of	of	ADP
ap-7096	131	5	neurons	neuron	NOUN
ap-7096	131	6	in	in	ADP
ap-7096	131	7	the	the	DET
ap-7096	131	8	hidden	hide	VERB
ap-7096	131	9	layer	layer	NOUN
ap-7096	131	10	to	to	ADP
ap-7096	131	11	35	35	NUM
ap-7096	131	12	resulted	result	VERB
ap-7096	131	13	in	in	ADP
ap-7096	131	14	an	an	DET
ap-7096	131	15	improvement	improvement	NOUN
ap-7096	131	16	in	in	ADP
ap-7096	131	17	the	the	DET
ap-7096	131	18	prediction	prediction	NOUN
ap-7096	131	19	,	,	PUNCT
ap-7096	131	20	however	however	ADV
ap-7096	131	21	,	,	PUNCT
ap-7096	131	22	the	the	DET
ap-7096	131	23	network	network	NOUN
ap-7096	131	24	predicts	predict	VERB
ap-7096	131	25	negative	negative	ADJ
ap-7096	131	26	values	value	NOUN
ap-7096	131	27	of	of	ADP
ap-7096	131	28	cof	cof	PROPN
ap-7096	131	29	(	(	PUNCT
ap-7096	131	30	up	up	ADP
ap-7096	131	31	to	to	ADP
ap-7096	131	32	a	a	DET
ap-7096	131	33	normalised	normalise	VERB
ap-7096	131	34	value	value	NOUN
ap-7096	131	35	of	of	ADP
ap-7096	131	36	˘0.0617	˘0.0617	NOUN
ap-7096	131	37	)	)	PUNCT
ap-7096	131	38	.	.	PUNCT
ap-7096	132	1	the	the	DET
ap-7096	132	2	reason	reason	NOUN
ap-7096	132	3	for	for	ADP
ap-7096	132	4	this	this	PRON
ap-7096	132	5	is	be	AUX
ap-7096	132	6	the	the	DET
ap-7096	132	7	large	large	ADJ
ap-7096	132	8	fluctuations	fluctuation	NOUN
ap-7096	132	9	in	in	ADP
ap-7096	132	10	the	the	DET
ap-7096	132	11	response	response	NOUN
ap-7096	132	12	surface	surface	NOUN
ap-7096	132	13	associated	associate	VERB
ap-7096	132	14	with	with	ADP
ap-7096	132	15	a	a	DET
ap-7096	132	16	relatively	relatively	ADV
ap-7096	132	17	small	small	ADJ
ap-7096	132	18	number	number	NOUN
ap-7096	132	19	of	of	ADP
ap-7096	132	20	training	training	NOUN
ap-7096	132	21	sets	set	NOUN
ap-7096	132	22	.	.	PUNCT
ap-7096	133	1	it	it	PRON
ap-7096	133	2	is	be	AUX
ap-7096	133	3	well	well	ADV
ap-7096	133	4	known	know	VERB
ap-7096	133	5	that	that	SCONJ
ap-7096	133	6	increasing	increase	VERB
ap-7096	133	7	the	the	DET
ap-7096	133	8	value	value	NOUN
ap-7096	133	9	of	of	ADP
ap-7096	133	10	nominal	nominal	ADJ
ap-7096	133	11	pressure	pressure	NOUN
ap-7096	133	12	intensifies	intensify	VERB
ap-7096	133	13	the	the	DET
ap-7096	133	14	flattening	flattening	NOUN
ap-7096	133	15	of	of	ADP
ap-7096	133	16	the	the	DET
ap-7096	133	17	roughness	roughness	NOUN
ap-7096	133	18	asperities	asperity	NOUN
ap-7096	133	19	of	of	ADP
ap-7096	133	20	sheet	sheet	NOUN
ap-7096	133	21	metals	metal	NOUN
ap-7096	133	22	by	by	ADP
ap-7096	133	23	the	the	DET
ap-7096	133	24	surface	surface	NOUN
ap-7096	133	25	of	of	ADP
ap-7096	133	26	the	the	DET
ap-7096	133	27	tool	tool	NOUN
ap-7096	133	28	.	.	PUNCT
ap-7096	134	1	under	under	ADP
ap-7096	134	2	such	such	ADJ
ap-7096	134	3	conditions	condition	NOUN
ap-7096	134	4	,	,	PUNCT
ap-7096	134	5	there	there	PRON
ap-7096	134	6	is	be	VERB
ap-7096	134	7	a	a	DET
ap-7096	134	8	change	change	NOUN
ap-7096	134	9	in	in	ADP
ap-7096	134	10	the	the	DET
ap-7096	134	11	topography	topography	NOUN
ap-7096	134	12	of	of	ADP
ap-7096	134	13	the	the	DET
ap-7096	134	14	sheet	sheet	NOUN
ap-7096	134	15	surface	surface	NOUN
ap-7096	134	16	and	and	CCONJ
ap-7096	134	17	the	the	DET
ap-7096	134	18	volume	volume	NOUN
ap-7096	134	19	of	of	ADP
ap-7096	134	20	the	the	DET
ap-7096	134	21	oil	oil	NOUN
ap-7096	134	22	pockets	pocket	NOUN
ap-7096	134	23	.	.	PUNCT
ap-7096	135	1	the	the	DET
ap-7096	135	2	oil	oil	NOUN
ap-7096	135	3	pockets	pocket	NOUN
ap-7096	135	4	perform	perform	VERB
ap-7096	135	5	the	the	DET
ap-7096	135	6	role	role	NOUN
ap-7096	135	7	of	of	ADP
ap-7096	135	8	oil	oil	NOUN
ap-7096	135	9	reservoir	reservoir	NOUN
ap-7096	135	10	and	and	CCONJ
ap-7096	135	11	cause	cause	VERB
ap-7096	135	12	a	a	DET
ap-7096	135	13	decrease	decrease	NOUN
ap-7096	135	14	in	in	ADP
ap-7096	135	15	the	the	DET
ap-7096	135	16	coefficient	coefficient	NOUN
ap-7096	135	17	of	of	ADP
ap-7096	135	18	friction	friction	NOUN
ap-7096	135	19	.	.	PUNCT
ap-7096	136	1	the	the	DET
ap-7096	136	2	as	as	ADV
ap-7096	136	3	-	-	PUNCT
ap-7096	136	4	received	receive	VERB
ap-7096	136	5	surface	surface	NOUN
ap-7096	136	6	(	(	PUNCT
ap-7096	136	7	fig	fig	NOUN
ap-7096	136	8	.	.	PUNCT
ap-7096	136	9	4a	4a	NUM
ap-7096	136	10	)	)	PUNCT
ap-7096	136	11	exhibits	exhibit	VERB
ap-7096	136	12	a	a	DET
ap-7096	136	13	regular	regular	ADJ
ap-7096	136	14	grain	grain	NOUN
ap-7096	136	15	structure	structure	NOUN
ap-7096	136	16	with	with	ADP
ap-7096	136	17	a	a	DET
ap-7096	136	18	quite	quite	ADV
ap-7096	136	19	smooth	smooth	ADJ
ap-7096	136	20	surface	surface	NOUN
ap-7096	136	21	of	of	ADP
ap-7096	136	22	the	the	DET
ap-7096	136	23	grains	grain	NOUN
ap-7096	136	24	.	.	PUNCT
ap-7096	137	1	flattening	flattening	NOUN
ap-7096	137	2	of	of	ADP
ap-7096	137	3	the	the	DET
ap-7096	137	4	sheet	sheet	NOUN
ap-7096	137	5	surface	surface	NOUN
ap-7096	137	6	was	be	AUX
ap-7096	137	7	observed	observe	VERB
ap-7096	137	8	in	in	ADP
ap-7096	137	9	both	both	CCONJ
ap-7096	137	10	dry	dry	ADJ
ap-7096	137	11	and	and	CCONJ
ap-7096	137	12	lubricated	lubricate	VERB
ap-7096	137	13	conditions	condition	NOUN
ap-7096	137	14	.	.	PUNCT
ap-7096	138	1	the	the	DET
ap-7096	138	2	main	main	ADJ
ap-7096	138	3	friction	friction	NOUN
ap-7096	138	4	mechanism	mechanism	NOUN
ap-7096	138	5	under	under	ADP
ap-7096	138	6	a	a	DET
ap-7096	138	7	pressure	pressure	NOUN
ap-7096	138	8	of	of	ADP
ap-7096	138	9	75−	75−	NUM
ap-7096	138	10	112mpa	112mpa	NUM
ap-7096	138	11	and	and	CCONJ
ap-7096	138	12	both	both	CCONJ
ap-7096	138	13	dry	dry	ADJ
ap-7096	138	14	and	and	CCONJ
ap-7096	138	15	lubricated	lubricate	VERB
ap-7096	138	16	conditions	condition	NOUN
ap-7096	138	17	was	be	AUX
ap-7096	138	18	surface	surface	NOUN
ap-7096	138	19	flattening	flattening	NOUN
ap-7096	138	20	(	(	PUNCT
ap-7096	138	21	figs	fig	NOUN
ap-7096	138	22	.	.	PUNCT
ap-7096	139	1	4b	4b	PROPN
ap-7096	139	2	,	,	PUNCT
ap-7096	139	3	4c	4c	NOUN
ap-7096	139	4	)	)	PUNCT
ap-7096	139	5	.	.	PUNCT
ap-7096	140	1	after	after	ADP
ap-7096	140	2	increasing	increase	VERB
ap-7096	140	3	the	the	DET
ap-7096	140	4	pressure	pressure	NOUN
ap-7096	140	5	to	to	ADP
ap-7096	140	6	the	the	DET
ap-7096	140	7	value	value	NOUN
ap-7096	140	8	of	of	ADP
ap-7096	140	9	139mpa	139mpa	NUM
ap-7096	140	10	and	and	CCONJ
ap-7096	140	11	above	above	ADV
ap-7096	140	12	,	,	PUNCT
ap-7096	140	13	intensification	intensification	NOUN
ap-7096	140	14	of	of	ADP
ap-7096	140	15	flattening	flattening	NOUN
ap-7096	140	16	and	and	CCONJ
ap-7096	140	17	clear	clear	ADJ
ap-7096	140	18	ploughing	ploughing	NOUN
ap-7096	140	19	was	be	AUX
ap-7096	140	20	observed	observe	VERB
ap-7096	140	21	(	(	PUNCT
ap-7096	140	22	fig	fig	NOUN
ap-7096	140	23	.	.	PUNCT
ap-7096	141	1	4d	4d	NUM
ap-7096	141	2	)	)	PUNCT
ap-7096	142	1	caused	cause	VERB
ap-7096	142	2	by	by	ADP
ap-7096	142	3	the	the	DET
ap-7096	142	4	high	high	ADJ
ap-7096	142	5	pressure	pressure	NOUN
ap-7096	142	6	and	and	CCONJ
ap-7096	142	7	,	,	PUNCT
ap-7096	142	8	at	at	ADP
ap-7096	142	9	the	the	DET
ap-7096	142	10	same	same	ADJ
ap-7096	142	11	time	time	NOUN
ap-7096	142	12	,	,	PUNCT
ap-7096	142	13	there	there	PRON
ap-7096	142	14	was	be	VERB
ap-7096	142	15	adhesion	adhesion	NOUN
ap-7096	142	16	of	of	ADP
ap-7096	142	17	material	material	NOUN
ap-7096	142	18	of	of	ADP
ap-7096	142	19	the	the	DET
ap-7096	142	20	plastically	plastically	ADV
ap-7096	142	21	deformed	deform	VERB
ap-7096	142	22	surface	surface	NOUN
ap-7096	142	23	asperities	asperity	NOUN
ap-7096	142	24	to	to	ADP
ap-7096	142	25	the	the	DET
ap-7096	142	26	hard	hard	ADJ
ap-7096	142	27	surface	surface	NOUN
ap-7096	142	28	of	of	ADP
ap-7096	142	29	the	the	DET
ap-7096	142	30	tool	tool	NOUN
ap-7096	142	31	.	.	PUNCT
ap-7096	143	1	under	under	ADP
ap-7096	143	2	these	these	DET
ap-7096	143	3	conditions	condition	NOUN
ap-7096	143	4	,	,	PUNCT
ap-7096	143	5	the	the	DET
ap-7096	143	6	sheet	sheet	NOUN
ap-7096	143	7	surface	surface	NOUN
ap-7096	143	8	deteriorates	deteriorate	VERB
ap-7096	143	9	as	as	ADP
ap-7096	143	10	a	a	DET
ap-7096	143	11	result	result	NOUN
ap-7096	143	12	of	of	ADP
ap-7096	143	13	the	the	DET
ap-7096	143	14	production	production	NOUN
ap-7096	143	15	of	of	ADP
ap-7096	143	16	scratches	scratch	NOUN
ap-7096	143	17	on	on	ADP
ap-7096	143	18	the	the	DET
ap-7096	143	19	surface	surface	NOUN
ap-7096	143	20	of	of	ADP
ap-7096	143	21	the	the	DET
ap-7096	143	22	sheet	sheet	NOUN
ap-7096	143	23	metal	metal	NOUN
ap-7096	143	24	.	.	PUNCT
ap-7096	144	1	in	in	ADP
ap-7096	144	2	the	the	DET
ap-7096	144	3	case	case	NOUN
ap-7096	144	4	of	of	ADP
ap-7096	144	5	lubricated	lubricated	ADJ
ap-7096	144	6	conditions	condition	NOUN
ap-7096	144	7	,	,	PUNCT
ap-7096	144	8	flattening	flatten	VERB
ap-7096	144	9	under	under	ADP
ap-7096	144	10	the	the	DET
ap-7096	144	11	whole	whole	ADJ
ap-7096	144	12	range	range	NOUN
ap-7096	144	13	of	of	ADP
ap-7096	144	14	pressures	pressure	NOUN
ap-7096	144	15	applied	apply	VERB
ap-7096	144	16	was	be	AUX
ap-7096	144	17	less	less	ADV
ap-7096	144	18	intensive	intensive	ADJ
ap-7096	144	19	than	than	ADP
ap-7096	144	20	in	in	ADP
ap-7096	144	21	the	the	DET
ap-7096	144	22	case	case	NOUN
ap-7096	144	23	of	of	ADP
ap-7096	144	24	the	the	DET
ap-7096	144	25	corresponding	corresponding	ADJ
ap-7096	144	26	dry	dry	ADJ
ap-7096	144	27	friction	friction	NOUN
ap-7096	144	28	conditions	condition	NOUN
ap-7096	144	29	.	.	PUNCT
ap-7096	145	1	the	the	DET
ap-7096	145	2	flattening	flattening	NOUN
ap-7096	145	3	of	of	ADP
ap-7096	145	4	surface	surface	NOUN
ap-7096	145	5	asperities	asperity	NOUN
ap-7096	145	6	in	in	ADP
ap-7096	145	7	the	the	DET
ap-7096	145	8	case	case	NOUN
ap-7096	145	9	of	of	ADP
ap-7096	145	10	lu492	lu492	PROPN
ap-7096	145	11	vol	vol	NOUN
ap-7096	145	12	.	.	PROPN
ap-7096	145	13	61	61	NUM
ap-7096	145	14	no	no	NOUN
ap-7096	145	15	.	.	PUNCT
ap-7096	146	1	3/2021	3/2021	NUM
ap-7096	146	2	assessment	assessment	NOUN
ap-7096	146	3	of	of	ADP
ap-7096	146	4	the	the	DET
ap-7096	146	5	effectiveness	effectiveness	NOUN
ap-7096	146	6	of	of	ADP
ap-7096	146	7	lubrication	lubrication	NOUN
ap-7096	146	8	of	of	ADP
ap-7096	146	9	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	146	10	.	.	PUNCT
ap-7096	146	11	.	.	PUNCT
ap-7096	147	1	.	.	PUNCT
ap-7096	148	1	figure	figure	VERB
ap-7096	148	2	3	3	NUM
ap-7096	148	3	.	.	PUNCT
ap-7096	149	1	response	response	NOUN
ap-7096	149	2	surfaces	surface	NOUN
ap-7096	149	3	of	of	ADP
ap-7096	149	4	the	the	DET
ap-7096	149	5	neural	neural	ADJ
ap-7096	149	6	networks	network	NOUN
ap-7096	149	7	:	:	PUNCT
ap-7096	149	8	a	a	X
ap-7096	149	9	)	)	PUNCT
ap-7096	149	10	rbf	rbf	PROPN
ap-7096	149	11	2:2	2:2	NUM
ap-7096	149	12	-	-	SYM
ap-7096	149	13	8	8	NUM
ap-7096	149	14	-	-	PUNCT
ap-7096	149	15	1:1	1:1	NUM
ap-7096	149	16	,	,	PUNCT
ap-7096	149	17	b	b	NOUN
ap-7096	149	18	)	)	PUNCT
ap-7096	149	19	rbf	rbf	PROPN
ap-7096	149	20	2:2	2:2	NUM
ap-7096	149	21	-	-	SYM
ap-7096	149	22	17	17	NUM
ap-7096	149	23	-	-	SYM
ap-7096	149	24	1:1	1:1	NUM
ap-7096	149	25	,	,	PUNCT
ap-7096	149	26	c	c	NOUN
ap-7096	149	27	)	)	PUNCT
ap-7096	149	28	rbf	rbf	PROPN
ap-7096	149	29	2:2	2:2	NUM
ap-7096	149	30	-	-	SYM
ap-7096	149	31	35	35	NUM
ap-7096	149	32	-	-	PUNCT
ap-7096	149	33	1:1	1:1	NUM
ap-7096	149	34	.	.	PUNCT
ap-7096	150	1	parameter	parameter	PROPN
ap-7096	150	2	rbf	rbf	PROPN
ap-7096	150	3	2:2	2:2	NUM
ap-7096	150	4	-	-	SYM
ap-7096	150	5	8	8	NUM
ap-7096	150	6	-	-	PUNCT
ap-7096	150	7	1:1	1:1	NUM
ap-7096	150	8	rbf	rbf	PROPN
ap-7096	150	9	2:2	2:2	NUM
ap-7096	150	10	-	-	SYM
ap-7096	150	11	17	17	NUM
ap-7096	150	12	-	-	SYM
ap-7096	150	13	1:1	1:1	NUM
ap-7096	150	14	rbf	rbf	PROPN
ap-7096	150	15	2:2	2:2	NUM
ap-7096	150	16	-	-	SYM
ap-7096	150	17	35	35	NUM
ap-7096	150	18	-	-	PUNCT
ap-7096	150	19	1:1	1:1	NUM
ap-7096	150	20	rmse	rmse	NOUN
ap-7096	150	21	0.1608	0.1608	NUM
ap-7096	150	22	0.0882	0.0882	NUM
ap-7096	150	23	0.0125	0.0125	NUM
ap-7096	150	24	s.d	s.d	PROPN
ap-7096	150	25	.	.	PROPN
ap-7096	151	1	ratio	ratio	NOUN
ap-7096	151	2	0.7182	0.7182	NUM
ap-7096	151	3	0.3940	0.3940	NUM
ap-7096	151	4	0.0557	0.0557	NUM
ap-7096	151	5	correlation	correlation	NOUN
ap-7096	151	6	r2	r2	NOUN
ap-7096	151	7	0.6958	0.6958	NUM
ap-7096	151	8	0.9190	0.9190	NUM
ap-7096	151	9	0.9984	0.9984	NUM
ap-7096	151	10	table	table	NOUN
ap-7096	151	11	5	5	NUM
ap-7096	151	12	.	.	PUNCT
ap-7096	151	13	selected	select	VERB
ap-7096	151	14	statistics	statistic	NOUN
ap-7096	151	15	of	of	ADP
ap-7096	151	16	the	the	DET
ap-7096	151	17	ann	ann	PROPN
ap-7096	151	18	’s	’s	PART
ap-7096	151	19	analysed	analyse	VERB
ap-7096	151	20	.	.	PUNCT
ap-7096	152	1	493	493	NUM
ap-7096	152	2	tomasz	tomasz	PROPN
ap-7096	152	3	trzepieciński	trzepieciński	NOUN
ap-7096	152	4	,	,	PUNCT
ap-7096	152	5	marcin	marcin	PROPN
ap-7096	152	6	szpunar	szpunar	PROPN
ap-7096	152	7	acta	acta	PROPN
ap-7096	152	8	polytechnica	polytechnica	PROPN
ap-7096	152	9	(	(	PUNCT
ap-7096	152	10	a	a	NOUN
ap-7096	152	11	)	)	PUNCT
ap-7096	152	12	.	.	PUNCT
ap-7096	153	1	(	(	PUNCT
ap-7096	153	2	b	b	NOUN
ap-7096	153	3	)	)	PUNCT
ap-7096	153	4	.	.	PUNCT
ap-7096	154	1	(	(	PUNCT
ap-7096	154	2	c	c	NOUN
ap-7096	154	3	)	)	PUNCT
ap-7096	154	4	.	.	PUNCT
ap-7096	155	1	(	(	PUNCT
ap-7096	155	2	d	d	NOUN
ap-7096	155	3	)	)	PUNCT
ap-7096	155	4	.	.	PUNCT
ap-7096	156	1	(	(	PUNCT
ap-7096	156	2	e	e	NOUN
ap-7096	156	3	)	)	PUNCT
ap-7096	156	4	.	.	PUNCT
ap-7096	157	1	figure	figure	VERB
ap-7096	157	2	4	4	NUM
ap-7096	157	3	.	.	PUNCT
ap-7096	157	4	sem	sem	NOUN
ap-7096	157	5	micrographs	micrograph	NOUN
ap-7096	157	6	showing	show	VERB
ap-7096	157	7	(	(	PUNCT
ap-7096	157	8	a	a	X
ap-7096	157	9	)	)	PUNCT
ap-7096	157	10	the	the	DET
ap-7096	157	11	as	as	ADV
ap-7096	157	12	-	-	PUNCT
ap-7096	157	13	received	receive	VERB
ap-7096	157	14	surface	surface	NOUN
ap-7096	157	15	in	in	ADP
ap-7096	157	16	different	different	ADJ
ap-7096	157	17	magnifications	magnification	NOUN
ap-7096	157	18	,	,	PUNCT
ap-7096	157	19	(	(	PUNCT
ap-7096	157	20	b	b	X
ap-7096	157	21	)	)	PUNCT
ap-7096	157	22	the	the	DET
ap-7096	157	23	specimen	speciman	NOUN
ap-7096	157	24	surface	surface	NOUN
ap-7096	157	25	tested	test	VERB
ap-7096	157	26	in	in	ADP
ap-7096	157	27	dry	dry	ADJ
ap-7096	157	28	friction	friction	NOUN
ap-7096	157	29	at	at	ADP
ap-7096	157	30	96mpa	96mpa	NOUN
ap-7096	157	31	,	,	PUNCT
ap-7096	157	32	(	(	PUNCT
ap-7096	157	33	c	c	X
ap-7096	157	34	)	)	PUNCT
ap-7096	157	35	the	the	DET
ap-7096	157	36	specimen	speciman	NOUN
ap-7096	157	37	surface	surface	NOUN
ap-7096	157	38	tested	test	VERB
ap-7096	157	39	in	in	ADP
ap-7096	157	40	lubricated	lubricated	ADJ
ap-7096	157	41	conditions	condition	NOUN
ap-7096	157	42	using	use	VERB
ap-7096	157	43	sae	sae	PROPN
ap-7096	157	44	10w-40	10w-40	NUM
ap-7096	157	45	engine	engine	NOUN
ap-7096	157	46	oil	oil	NOUN
ap-7096	157	47	at	at	ADP
ap-7096	157	48	96mpa	96mpa	NOUN
ap-7096	157	49	,	,	PUNCT
ap-7096	157	50	(	(	PUNCT
ap-7096	157	51	d	d	X
ap-7096	157	52	)	)	PUNCT
ap-7096	157	53	the	the	DET
ap-7096	157	54	specimen	speciman	NOUN
ap-7096	157	55	surface	surface	NOUN
ap-7096	157	56	tested	test	VERB
ap-7096	157	57	in	in	ADP
ap-7096	157	58	dry	dry	ADJ
ap-7096	157	59	friction	friction	NOUN
ap-7096	157	60	at	at	ADP
ap-7096	157	61	139mpa	139mpa	NUM
ap-7096	157	62	,	,	PUNCT
ap-7096	157	63	(	(	PUNCT
ap-7096	157	64	e	e	X
ap-7096	157	65	)	)	PUNCT
ap-7096	157	66	the	the	DET
ap-7096	157	67	specimen	speciman	NOUN
ap-7096	157	68	surface	surface	NOUN
ap-7096	157	69	tested	test	VERB
ap-7096	157	70	in	in	ADP
ap-7096	157	71	dry	dry	ADJ
ap-7096	157	72	friction	friction	NOUN
ap-7096	157	73	at	at	ADP
ap-7096	157	74	112mpa	112mpa	NUM
ap-7096	157	75	under	under	ADP
ap-7096	157	76	lubricated	lubricated	ADJ
ap-7096	157	77	conditions	condition	NOUN
ap-7096	157	78	using	use	VERB
ap-7096	157	79	sae	sae	PROPN
ap-7096	157	80	10w-40	10w-40	NUM
ap-7096	157	81	engine	engine	NOUN
ap-7096	157	82	oil	oil	NOUN
ap-7096	157	83	.	.	PUNCT
ap-7096	158	1	494	494	NUM
ap-7096	158	2	vol	vol	NOUN
ap-7096	158	3	.	.	PUNCT
ap-7096	159	1	61	61	NUM
ap-7096	159	2	no	no	NOUN
ap-7096	159	3	.	.	PUNCT
ap-7096	160	1	3/2021	3/2021	NUM
ap-7096	160	2	assessment	assessment	NOUN
ap-7096	160	3	of	of	ADP
ap-7096	160	4	the	the	DET
ap-7096	160	5	effectiveness	effectiveness	NOUN
ap-7096	160	6	of	of	ADP
ap-7096	160	7	lubrication	lubrication	NOUN
ap-7096	160	8	of	of	ADP
ap-7096	160	9	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	160	10	.	.	PUNCT
ap-7096	160	11	.	.	PUNCT
ap-7096	160	12	.	.	PUNCT
ap-7096	161	1	figure	figure	NOUN
ap-7096	161	2	5	5	NUM
ap-7096	161	3	.	.	PUNCT
ap-7096	161	4	effect	effect	NOUN
ap-7096	161	5	of	of	ADP
ap-7096	161	6	nominal	nominal	ADJ
ap-7096	161	7	pressure	pressure	NOUN
ap-7096	161	8	on	on	ADP
ap-7096	161	9	the	the	DET
ap-7096	161	10	variation	variation	NOUN
ap-7096	161	11	in	in	ADP
ap-7096	161	12	the	the	DET
ap-7096	161	13	functional	functional	ADJ
ap-7096	161	14	volume	volume	NOUN
ap-7096	161	15	parameters	parameter	NOUN
ap-7096	161	16	vmc	vmc	PROPN
ap-7096	161	17	,	,	PUNCT
ap-7096	161	18	vvc	vvc	PROPN
ap-7096	161	19	,	,	PUNCT
ap-7096	161	20	vmp	vmp	PROPN
ap-7096	161	21	and	and	CCONJ
ap-7096	161	22	vvv	vvv	PROPN
ap-7096	161	23	under	under	ADP
ap-7096	161	24	dry	dry	ADJ
ap-7096	161	25	friction	friction	NOUN
ap-7096	161	26	conditions	condition	NOUN
ap-7096	161	27	.	.	PUNCT
ap-7096	162	1	bricated	bricate	VERB
ap-7096	162	2	conditions	condition	NOUN
ap-7096	162	3	causes	cause	VERB
ap-7096	162	4	an	an	DET
ap-7096	162	5	unfavourable	unfavourable	ADJ
ap-7096	162	6	reduction	reduction	NOUN
ap-7096	162	7	in	in	ADP
ap-7096	162	8	the	the	DET
ap-7096	162	9	volume	volume	NOUN
ap-7096	162	10	of	of	ADP
ap-7096	162	11	the	the	DET
ap-7096	162	12	oil	oil	NOUN
ap-7096	162	13	pockets	pocket	NOUN
ap-7096	162	14	(	(	PUNCT
ap-7096	162	15	fig	fig	NOUN
ap-7096	162	16	.	.	PUNCT
ap-7096	163	1	4e	4e	NOUN
ap-7096	163	2	)	)	PUNCT
ap-7096	163	3	.	.	PUNCT
ap-7096	164	1	with	with	ADP
ap-7096	164	2	an	an	DET
ap-7096	164	3	increase	increase	NOUN
ap-7096	164	4	in	in	ADP
ap-7096	164	5	nominal	nominal	ADJ
ap-7096	164	6	pressure	pressure	NOUN
ap-7096	164	7	,	,	PUNCT
ap-7096	164	8	there	there	PRON
ap-7096	164	9	is	be	VERB
ap-7096	164	10	a	a	DET
ap-7096	164	11	clear	clear	ADJ
ap-7096	164	12	trend	trend	NOUN
ap-7096	164	13	to	to	ADP
ap-7096	164	14	a	a	DET
ap-7096	164	15	decreasing	decrease	VERB
ap-7096	164	16	value	value	NOUN
ap-7096	164	17	of	of	ADP
ap-7096	164	18	the	the	DET
ap-7096	164	19	core	core	NOUN
ap-7096	164	20	material	material	NOUN
ap-7096	164	21	volume	volume	NOUN
ap-7096	164	22	vmc	vmc	PROPN
ap-7096	164	23	,	,	PUNCT
ap-7096	164	24	the	the	DET
ap-7096	164	25	core	core	NOUN
ap-7096	164	26	void	void	ADJ
ap-7096	164	27	volume	volume	NOUN
ap-7096	164	28	vvc	vvc	PROPN
ap-7096	164	29	and	and	CCONJ
ap-7096	164	30	peak	peak	NOUN
ap-7096	164	31	material	material	NOUN
ap-7096	164	32	volume	volume	NOUN
ap-7096	164	33	vmp	vmp	PROPN
ap-7096	164	34	(	(	PUNCT
ap-7096	164	35	fig	fig	NOUN
ap-7096	164	36	.	.	PUNCT
ap-7096	164	37	5	5	NUM
ap-7096	164	38	)	)	PUNCT
ap-7096	164	39	.	.	PUNCT
ap-7096	165	1	an	an	DET
ap-7096	165	2	increase	increase	NOUN
ap-7096	165	3	in	in	ADP
ap-7096	165	4	the	the	DET
ap-7096	165	5	peak	peak	NOUN
ap-7096	165	6	material	material	NOUN
ap-7096	165	7	volume	volume	NOUN
ap-7096	165	8	and	and	CCONJ
ap-7096	165	9	the	the	DET
ap-7096	165	10	dale	dale	ADJ
ap-7096	165	11	void	void	ADJ
ap-7096	165	12	volume	volume	NOUN
ap-7096	165	13	(	(	PUNCT
ap-7096	165	14	vvv	vvv	PROPN
ap-7096	165	15	)	)	PUNCT
ap-7096	165	16	above	above	ADP
ap-7096	165	17	a	a	DET
ap-7096	165	18	pressure	pressure	NOUN
ap-7096	165	19	of	of	ADP
ap-7096	165	20	139mpa	139mpa	NUM
ap-7096	165	21	can	can	AUX
ap-7096	165	22	be	be	AUX
ap-7096	165	23	related	relate	VERB
ap-7096	165	24	to	to	ADP
ap-7096	165	25	the	the	DET
ap-7096	165	26	ploughing	ploughing	NOUN
ap-7096	165	27	of	of	ADP
ap-7096	165	28	the	the	DET
ap-7096	165	29	sheet	sheet	NOUN
ap-7096	165	30	surface	surface	NOUN
ap-7096	165	31	(	(	PUNCT
ap-7096	165	32	fig	fig	NOUN
ap-7096	165	33	.	.	PUNCT
ap-7096	166	1	4d	4d	NUM
ap-7096	166	2	)	)	PUNCT
ap-7096	166	3	.	.	PUNCT
ap-7096	167	1	under	under	ADP
ap-7096	167	2	these	these	DET
ap-7096	167	3	conditions	condition	NOUN
ap-7096	167	4	,	,	PUNCT
ap-7096	167	5	core	core	NOUN
ap-7096	167	6	material	material	NOUN
ap-7096	167	7	volume	volume	NOUN
ap-7096	167	8	vvc	vvc	PROPN
ap-7096	167	9	and	and	CCONJ
ap-7096	167	10	core	core	NOUN
ap-7096	167	11	void	void	ADJ
ap-7096	167	12	volume	volume	NOUN
ap-7096	167	13	vmc	vmc	PROPN
ap-7096	167	14	stabilise	stabilise	NOUN
ap-7096	167	15	.	.	PUNCT
ap-7096	168	1	scratching	scratch	VERB
ap-7096	168	2	of	of	ADP
ap-7096	168	3	deep	deep	ADJ
ap-7096	168	4	grooves	groove	NOUN
ap-7096	168	5	increases	increase	VERB
ap-7096	168	6	the	the	DET
ap-7096	168	7	friction	friction	NOUN
ap-7096	168	8	force	force	NOUN
ap-7096	168	9	.	.	PUNCT
ap-7096	169	1	moreover	moreover	ADV
ap-7096	169	2	,	,	PUNCT
ap-7096	169	3	deep	deep	ADJ
ap-7096	169	4	longitudinal	longitudinal	ADJ
ap-7096	169	5	grooves	groove	NOUN
ap-7096	169	6	,	,	PUNCT
ap-7096	169	7	being	be	AUX
ap-7096	169	8	the	the	DET
ap-7096	169	9	open	open	ADJ
ap-7096	169	10	oil	oil	NOUN
ap-7096	169	11	pockets	pocket	NOUN
ap-7096	169	12	,	,	PUNCT
ap-7096	169	13	are	be	AUX
ap-7096	169	14	able	able	ADJ
ap-7096	169	15	to	to	PART
ap-7096	169	16	assure	assure	VERB
ap-7096	169	17	sufficient	sufficient	ADJ
ap-7096	169	18	lubricant	lubricant	NOUN
ap-7096	169	19	pressure	pressure	NOUN
ap-7096	169	20	[	[	X
ap-7096	169	21	31	31	NUM
ap-7096	169	22	]	]	PUNCT
ap-7096	169	23	.	.	PUNCT
ap-7096	170	1	the	the	DET
ap-7096	170	2	asperities	asperity	NOUN
ap-7096	170	3	of	of	ADP
ap-7096	170	4	the	the	DET
ap-7096	170	5	roughness	roughness	NOUN
ap-7096	170	6	deform	deform	NOUN
ap-7096	170	7	until	until	SCONJ
ap-7096	170	8	the	the	DET
ap-7096	170	9	resulting	result	VERB
ap-7096	170	10	bearing	bear	VERB
ap-7096	170	11	surface	surface	NOUN
ap-7096	170	12	is	be	AUX
ap-7096	170	13	able	able	ADJ
ap-7096	170	14	to	to	PART
ap-7096	170	15	transmit	transmit	VERB
ap-7096	170	16	the	the	DET
ap-7096	170	17	pressure	pressure	NOUN
ap-7096	170	18	.	.	PUNCT
ap-7096	171	1	when	when	SCONJ
ap-7096	171	2	load	load	NOUN
ap-7096	171	3	is	be	AUX
ap-7096	171	4	applied	apply	VERB
ap-7096	171	5	,	,	PUNCT
ap-7096	171	6	the	the	DET
ap-7096	171	7	asperity	asperity	NOUN
ap-7096	171	8	features	feature	NOUN
ap-7096	171	9	are	be	AUX
ap-7096	171	10	deformed	deform	VERB
ap-7096	171	11	until	until	SCONJ
ap-7096	171	12	the	the	DET
ap-7096	171	13	increased	increase	VERB
ap-7096	171	14	bearing	bearing	NOUN
ap-7096	171	15	area	area	NOUN
ap-7096	171	16	is	be	AUX
ap-7096	171	17	sufficient	sufficient	ADJ
ap-7096	171	18	to	to	PART
ap-7096	171	19	support	support	VERB
ap-7096	171	20	the	the	DET
ap-7096	171	21	applied	apply	VERB
ap-7096	171	22	load	load	NOUN
ap-7096	171	23	.	.	PUNCT
ap-7096	172	1	4	4	X
ap-7096	172	2	.	.	X
ap-7096	172	3	conclusions	conclusion	NOUN
ap-7096	172	4	in	in	ADP
ap-7096	172	5	this	this	DET
ap-7096	172	6	paper	paper	NOUN
ap-7096	172	7	,	,	PUNCT
ap-7096	172	8	the	the	DET
ap-7096	172	9	rbf	rbf	PROPN
ap-7096	172	10	anns	anns	PROPN
ap-7096	172	11	were	be	AUX
ap-7096	172	12	used	use	VERB
ap-7096	172	13	to	to	PART
ap-7096	172	14	investigate	investigate	VERB
ap-7096	172	15	the	the	DET
ap-7096	172	16	interaction	interaction	NOUN
ap-7096	172	17	between	between	ADP
ap-7096	172	18	nominal	nominal	ADJ
ap-7096	172	19	pressure	pressure	NOUN
ap-7096	172	20	and	and	CCONJ
ap-7096	172	21	kinematic	kinematic	ADJ
ap-7096	172	22	viscosity	viscosity	NOUN
ap-7096	172	23	of	of	ADP
ap-7096	172	24	the	the	DET
ap-7096	172	25	lubricant	lubricant	NOUN
ap-7096	172	26	and	and	CCONJ
ap-7096	172	27	their	their	PRON
ap-7096	172	28	influence	influence	NOUN
ap-7096	172	29	on	on	ADP
ap-7096	172	30	the	the	DET
ap-7096	172	31	value	value	NOUN
ap-7096	172	32	of	of	ADP
ap-7096	172	33	the	the	DET
ap-7096	172	34	coefficient	coefficient	NOUN
ap-7096	172	35	of	of	ADP
ap-7096	172	36	friction	friction	NOUN
ap-7096	172	37	of	of	ADP
ap-7096	172	38	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	172	39	titanium	titanium	NOUN
ap-7096	172	40	alloy	alloy	NOUN
ap-7096	172	41	tested	test	VERB
ap-7096	172	42	in	in	ADP
ap-7096	172	43	the	the	DET
ap-7096	172	44	strip	strip	NOUN
ap-7096	172	45	drawing	draw	VERB
ap-7096	172	46	test	test	NOUN
ap-7096	172	47	.	.	PUNCT
ap-7096	173	1	the	the	DET
ap-7096	173	2	following	follow	VERB
ap-7096	173	3	conclusions	conclusion	NOUN
ap-7096	173	4	are	be	AUX
ap-7096	173	5	drawn	draw	VERB
ap-7096	173	6	from	from	ADP
ap-7096	173	7	the	the	DET
ap-7096	173	8	research	research	NOUN
ap-7096	173	9	:	:	PUNCT
ap-7096	173	10	•	•	ADP
ap-7096	173	11	the	the	DET
ap-7096	173	12	value	value	NOUN
ap-7096	173	13	of	of	ADP
ap-7096	173	14	the	the	DET
ap-7096	173	15	coefficient	coefficient	NOUN
ap-7096	173	16	of	of	ADP
ap-7096	173	17	friction	friction	NOUN
ap-7096	173	18	was	be	AUX
ap-7096	173	19	between	between	ADP
ap-7096	173	20	0.194	0.194	NUM
ap-7096	173	21	and	and	CCONJ
ap-7096	173	22	0.312	0.312	NUM
ap-7096	173	23	,	,	PUNCT
ap-7096	173	24	depending	depend	VERB
ap-7096	173	25	on	on	ADP
ap-7096	173	26	the	the	DET
ap-7096	173	27	lubrication	lubrication	NOUN
ap-7096	173	28	conditions	condition	NOUN
ap-7096	173	29	,	,	PUNCT
ap-7096	173	30	•	•	ADV
ap-7096	173	31	over	over	ADP
ap-7096	173	32	the	the	DET
ap-7096	173	33	entire	entire	ADJ
ap-7096	173	34	range	range	NOUN
ap-7096	173	35	of	of	ADP
ap-7096	173	36	the	the	DET
ap-7096	173	37	nominal	nominal	ADJ
ap-7096	173	38	pressures	pressure	NOUN
ap-7096	173	39	applied	apply	VERB
ap-7096	173	40	,	,	PUNCT
ap-7096	173	41	sae	sae	PROPN
ap-7096	173	42	10w-40	10w-40	NUM
ap-7096	173	43	engine	engine	NOUN
ap-7096	173	44	oil	oil	NOUN
ap-7096	173	45	ensured	ensure	VERB
ap-7096	173	46	the	the	DET
ap-7096	173	47	most	most	ADV
ap-7096	173	48	effective	effective	ADJ
ap-7096	173	49	reduction	reduction	NOUN
ap-7096	173	50	of	of	ADP
ap-7096	173	51	the	the	DET
ap-7096	173	52	cof	cof	PROPN
ap-7096	173	53	,	,	PUNCT
ap-7096	173	54	•	•	ADP
ap-7096	173	55	the	the	DET
ap-7096	173	56	neural	neural	ADJ
ap-7096	173	57	network	network	NOUN
ap-7096	173	58	with	with	ADP
ap-7096	173	59	the	the	DET
ap-7096	173	60	highest	high	ADJ
ap-7096	173	61	value	value	NOUN
ap-7096	173	62	of	of	ADP
ap-7096	173	63	the	the	DET
ap-7096	173	64	coefficient	coefficient	NOUN
ap-7096	173	65	of	of	ADP
ap-7096	173	66	determination	determination	NOUN
ap-7096	173	67	was	be	AUX
ap-7096	173	68	rbf	rbf	PROPN
ap-7096	173	69	2:2	2:2	NUM
ap-7096	173	70	-	-	SYM
ap-7096	173	71	35	35	NUM
ap-7096	173	72	-	-	PUNCT
ap-7096	173	73	1:1	1:1	NUM
ap-7096	173	74	,	,	PUNCT
ap-7096	173	75	•	•	DET
ap-7096	173	76	an	an	DET
ap-7096	173	77	increase	increase	NOUN
ap-7096	173	78	in	in	ADP
ap-7096	173	79	the	the	DET
ap-7096	173	80	number	number	NOUN
ap-7096	173	81	of	of	ADP
ap-7096	173	82	radial	radial	ADJ
ap-7096	173	83	neurons	neuron	NOUN
ap-7096	173	84	in	in	ADP
ap-7096	173	85	the	the	DET
ap-7096	173	86	hidden	hide	VERB
ap-7096	173	87	layer	layer	NOUN
ap-7096	173	88	caused	cause	VERB
ap-7096	173	89	an	an	DET
ap-7096	173	90	increase	increase	NOUN
ap-7096	173	91	in	in	ADP
ap-7096	173	92	the	the	DET
ap-7096	173	93	value	value	NOUN
ap-7096	173	94	of	of	ADP
ap-7096	173	95	the	the	DET
ap-7096	173	96	determination	determination	NOUN
ap-7096	173	97	coefficient	coefficient	NOUN
ap-7096	173	98	and	and	CCONJ
ap-7096	173	99	a	a	DET
ap-7096	173	100	reduction	reduction	NOUN
ap-7096	173	101	in	in	ADP
ap-7096	173	102	the	the	DET
ap-7096	173	103	s.d	s.d	PROPN
ap-7096	173	104	.	.	PROPN
ap-7096	173	105	ratio	ratio	NOUN
ap-7096	173	106	as	as	ADP
ap-7096	173	107	compared	compare	VERB
ap-7096	173	108	to	to	ADP
ap-7096	173	109	rbf	rbf	PROPN
ap-7096	173	110	2:2	2:2	NUM
ap-7096	173	111	-	-	SYM
ap-7096	173	112	17	17	NUM
ap-7096	173	113	-	-	PUNCT
ap-7096	173	114	1:1	1:1	NUM
ap-7096	173	115	and	and	CCONJ
ap-7096	173	116	rbf	rbf	PROPN
ap-7096	173	117	2:2	2:2	NUM
ap-7096	173	118	-	-	SYM
ap-7096	173	119	8	8	NUM
ap-7096	173	120	-	-	NUM
ap-7096	173	121	1:1	1:1	NUM
ap-7096	173	122	,	,	PUNCT
ap-7096	173	123	•	•	ADP
ap-7096	173	124	the	the	DET
ap-7096	173	125	cof	cof	PROPN
ap-7096	173	126	value	value	NOUN
ap-7096	173	127	was	be	AUX
ap-7096	173	128	the	the	DET
ap-7096	173	129	highest	high	ADJ
ap-7096	173	130	for	for	ADP
ap-7096	173	131	average	average	ADJ
ap-7096	173	132	values	value	NOUN
ap-7096	173	133	of	of	ADP
ap-7096	173	134	both	both	CCONJ
ap-7096	173	135	the	the	DET
ap-7096	173	136	nominal	nominal	ADJ
ap-7096	173	137	pressure	pressure	NOUN
ap-7096	173	138	and	and	CCONJ
ap-7096	173	139	kinematic	kinematic	ADJ
ap-7096	173	140	viscosity	viscosity	NOUN
ap-7096	173	141	,	,	PUNCT
ap-7096	173	142	•	•	ADP
ap-7096	173	143	in	in	ADP
ap-7096	173	144	the	the	DET
ap-7096	173	145	range	range	NOUN
ap-7096	173	146	of	of	ADP
ap-7096	173	147	pressure	pressure	NOUN
ap-7096	173	148	between	between	ADP
ap-7096	173	149	75	75	NUM
ap-7096	173	150	and	and	CCONJ
ap-7096	173	151	112mpa	112mpa	NUM
ap-7096	173	152	,	,	PUNCT
ap-7096	173	153	the	the	DET
ap-7096	173	154	flattening	flattening	NOUN
ap-7096	173	155	mechanism	mechanism	NOUN
ap-7096	173	156	dominates	dominate	VERB
ap-7096	173	157	in	in	ADP
ap-7096	173	158	both	both	CCONJ
ap-7096	173	159	dry	dry	ADJ
ap-7096	173	160	and	and	CCONJ
ap-7096	173	161	lubricated	lubricate	VERB
ap-7096	173	162	conditions	condition	NOUN
ap-7096	173	163	,	,	PUNCT
ap-7096	173	164	•	•	ADP
ap-7096	173	165	an	an	DET
ap-7096	173	166	intensive	intensive	ADJ
ap-7096	173	167	flattening	flattening	NOUN
ap-7096	173	168	of	of	ADP
ap-7096	173	169	the	the	DET
ap-7096	173	170	surface	surface	NOUN
ap-7096	173	171	asperities	asperity	NOUN
ap-7096	173	172	of	of	ADP
ap-7096	173	173	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	173	174	under	under	ADP
ap-7096	173	175	lubricated	lubricated	ADJ
ap-7096	173	176	conditions	condition	NOUN
ap-7096	173	177	begins	begin	VERB
ap-7096	173	178	to	to	PART
ap-7096	173	179	reduce	reduce	VERB
ap-7096	173	180	the	the	DET
ap-7096	173	181	oil	oil	NOUN
ap-7096	173	182	pockets	pocket	NOUN
ap-7096	173	183	,	,	PUNCT
ap-7096	173	184	•	•	ADP
ap-7096	173	185	an	an	DET
ap-7096	173	186	increase	increase	NOUN
ap-7096	173	187	of	of	ADP
ap-7096	173	188	nominal	nominal	ADJ
ap-7096	173	189	pressure	pressure	NOUN
ap-7096	173	190	during	during	ADP
ap-7096	173	191	the	the	DET
ap-7096	173	192	strip	strip	NOUN
ap-7096	173	193	drawing	draw	VERB
ap-7096	173	194	tests	test	NOUN
ap-7096	173	195	of	of	ADP
ap-7096	173	196	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	173	197	causes	cause	VERB
ap-7096	173	198	a	a	DET
ap-7096	173	199	trend	trend	NOUN
ap-7096	173	200	to	to	ADP
ap-7096	173	201	a	a	DET
ap-7096	173	202	reduction	reduction	NOUN
ap-7096	173	203	of	of	ADP
ap-7096	173	204	core	core	NOUN
ap-7096	173	205	material	material	NOUN
ap-7096	173	206	volume	volume	NOUN
ap-7096	173	207	,	,	PUNCT
ap-7096	173	208	core	core	NOUN
ap-7096	173	209	void	void	ADJ
ap-7096	173	210	volume	volume	NOUN
ap-7096	173	211	and	and	CCONJ
ap-7096	173	212	peak	peak	NOUN
ap-7096	173	213	material	material	NOUN
ap-7096	173	214	volume	volume	NOUN
ap-7096	173	215	.	.	PUNCT
ap-7096	174	1	references	reference	NOUN
ap-7096	174	2	[	[	X
ap-7096	174	3	1	1	NUM
ap-7096	174	4	]	]	X
ap-7096	174	5	c.	c.	PROPN
ap-7096	174	6	v.	v.	PROPN
ap-7096	174	7	nielsen	nielsen	PROPN
ap-7096	174	8	,	,	PUNCT
ap-7096	174	9	n.	n.	PROPN
ap-7096	174	10	bay	bay	PROPN
ap-7096	174	11	.	.	PUNCT
ap-7096	175	1	review	review	NOUN
ap-7096	175	2	of	of	ADP
ap-7096	175	3	friction	friction	NOUN
ap-7096	175	4	modeling	modeling	NOUN
ap-7096	175	5	in	in	ADP
ap-7096	175	6	metal	metal	NOUN
ap-7096	175	7	forming	forming	NOUN
ap-7096	175	8	processes	process	NOUN
ap-7096	175	9	.	.	PUNCT
ap-7096	176	1	journal	journal	NOUN
ap-7096	176	2	of	of	ADP
ap-7096	176	3	materials	material	NOUN
ap-7096	176	4	processing	processing	NOUN
ap-7096	176	5	technology	technology	NOUN
ap-7096	176	6	255:234	255:234	NOUN
ap-7096	176	7	–	–	PUNCT
ap-7096	176	8	241	241	NUM
ap-7096	176	9	,	,	PUNCT
ap-7096	176	10	2018	2018	NUM
ap-7096	176	11	.	.	PUNCT
ap-7096	177	1	https://doi.org/10.1016/j.jmatprotec.2017.12.023	https://doi.org/10.1016/j.jmatprotec.2017.12.023	PROPN
ap-7096	177	2	.	.	PUNCT
ap-7096	178	1	[	[	X
ap-7096	178	2	2	2	X
ap-7096	178	3	]	]	PUNCT
ap-7096	178	4	t.	t.	PROPN
ap-7096	178	5	trzepieciński	trzepieciński	PROPN
ap-7096	178	6	,	,	PUNCT
ap-7096	178	7	r.	r.	PROPN
ap-7096	178	8	fejkiel	fejkiel	PROPN
ap-7096	178	9	.	.	PUNCT
ap-7096	179	1	on	on	ADP
ap-7096	179	2	the	the	DET
ap-7096	179	3	influence	influence	NOUN
ap-7096	179	4	of	of	ADP
ap-7096	179	5	deformation	deformation	NOUN
ap-7096	179	6	of	of	ADP
ap-7096	179	7	deep	deep	ADJ
ap-7096	179	8	drawing	draw	VERB
ap-7096	179	9	quality	quality	NOUN
ap-7096	179	10	steel	steel	NOUN
ap-7096	179	11	sheet	sheet	NOUN
ap-7096	179	12	on	on	ADP
ap-7096	179	13	surface	surface	NOUN
ap-7096	179	14	topography	topography	NOUN
ap-7096	179	15	and	and	CCONJ
ap-7096	179	16	friction	friction	NOUN
ap-7096	179	17	.	.	PUNCT
ap-7096	180	1	tribology	tribology	PROPN
ap-7096	180	2	international	international	PROPN
ap-7096	180	3	115:78	115:78	PROPN
ap-7096	180	4	–	–	PUNCT
ap-7096	180	5	88	88	NUM
ap-7096	180	6	,	,	PUNCT
ap-7096	180	7	2017	2017	NUM
ap-7096	180	8	.	.	PUNCT
ap-7096	181	1	https://doi.org/10.1016/j.triboint.2017.05.007	https://doi.org/10.1016/j.triboint.2017.05.007	ADJ
ap-7096	181	2	.	.	PUNCT
ap-7096	182	1	[	[	X
ap-7096	182	2	3	3	X
ap-7096	182	3	]	]	PUNCT
ap-7096	182	4	j.	j.	PROPN
ap-7096	182	5	shen	shen	PROPN
ap-7096	182	6	,	,	PUNCT
ap-7096	182	7	c.	c.	PROPN
ap-7096	182	8	wu	wu	PROPN
ap-7096	182	9	,	,	PUNCT
ap-7096	182	10	l.	l.	PROPN
ap-7096	182	11	zhang	zhang	PROPN
ap-7096	182	12	.	.	PUNCT
ap-7096	183	1	effects	effect	NOUN
ap-7096	183	2	of	of	ADP
ap-7096	183	3	sliding	slide	VERB
ap-7096	183	4	speed	speed	NOUN
ap-7096	183	5	and	and	CCONJ
ap-7096	183	6	lubrication	lubrication	NOUN
ap-7096	183	7	on	on	ADP
ap-7096	183	8	the	the	DET
ap-7096	183	9	tribological	tribological	ADJ
ap-7096	183	10	behaviour	behaviour	NOUN
ap-7096	183	11	of	of	ADP
ap-7096	183	12	stainless	stainless	ADJ
ap-7096	183	13	steel	steel	NOUN
ap-7096	183	14	.	.	PUNCT
ap-7096	184	1	the	the	DET
ap-7096	184	2	international	international	ADJ
ap-7096	184	3	journal	journal	NOUN
ap-7096	184	4	of	of	ADP
ap-7096	184	5	advanced	advanced	ADJ
ap-7096	184	6	manufacturing	manufacturing	NOUN
ap-7096	184	7	technology	technology	NOUN
ap-7096	184	8	94:341	94:341	NUM
ap-7096	184	9	–	–	PUNCT
ap-7096	184	10	350	350	NUM
ap-7096	184	11	,	,	PUNCT
ap-7096	184	12	2018	2018	NUM
ap-7096	184	13	.	.	PUNCT
ap-7096	185	1	https://doi.org/10.1007/s00170-017-0907-8	https://doi.org/10.1007/s00170-017-0907-8	NUM
ap-7096	185	2	.	.	PUNCT
ap-7096	186	1	[	[	X
ap-7096	186	2	4	4	X
ap-7096	186	3	]	]	PUNCT
ap-7096	186	4	t.	t.	PROPN
ap-7096	186	5	trzepieciński	trzepieciński	PROPN
ap-7096	186	6	,	,	PUNCT
ap-7096	186	7	h.	h.	PROPN
ap-7096	186	8	g.	g.	PROPN
ap-7096	186	9	lemu	lemu	PROPN
ap-7096	186	10	.	.	PUNCT
ap-7096	187	1	frictional	frictional	ADJ
ap-7096	187	2	conditions	condition	NOUN
ap-7096	187	3	of	of	ADP
ap-7096	187	4	aa5251	aa5251	PROPN
ap-7096	187	5	aluminium	aluminium	NOUN
ap-7096	187	6	alloy	alloy	NOUN
ap-7096	187	7	sheets	sheet	NOUN
ap-7096	187	8	using	use	VERB
ap-7096	187	9	drawbead	drawbead	ADJ
ap-7096	187	10	simulator	simulator	NOUN
ap-7096	187	11	tests	test	NOUN
ap-7096	187	12	and	and	CCONJ
ap-7096	187	13	numerical	numerical	ADJ
ap-7096	187	14	methods	method	NOUN
ap-7096	187	15	.	.	PUNCT
ap-7096	188	1	strojniški	strojniški	PROPN
ap-7096	188	2	vestnik	vestnik	PROPN
ap-7096	188	3	journal	journal	PROPN
ap-7096	188	4	of	of	ADP
ap-7096	188	5	mechanical	mechanical	ADJ
ap-7096	188	6	engineering	engineering	NOUN
ap-7096	188	7	60(1):51	60(1):51	NUM
ap-7096	188	8	–	–	PUNCT
ap-7096	188	9	60	60	NUM
ap-7096	188	10	,	,	PUNCT
ap-7096	188	11	2014	2014	NUM
ap-7096	188	12	.	.	PUNCT
ap-7096	189	1	https://doi.org/10.5545/sv-jme.2013.1310	https://doi.org/10.5545/sv-jme.2013.1310	NOUN
ap-7096	189	2	.	.	PUNCT
ap-7096	190	1	[	[	X
ap-7096	190	2	5	5	X
ap-7096	190	3	]	]	PUNCT
ap-7096	190	4	j.	j.	PROPN
ap-7096	190	5	jaworski	jaworski	PROPN
ap-7096	190	6	,	,	PUNCT
ap-7096	190	7	t.	t.	PROPN
ap-7096	190	8	trzepieciński	trzepieciński	PROPN
ap-7096	190	9	.	.	PUNCT
ap-7096	191	1	research	research	NOUN
ap-7096	191	2	on	on	ADP
ap-7096	191	3	durability	durability	NOUN
ap-7096	191	4	of	of	ADP
ap-7096	191	5	turning	turn	VERB
ap-7096	191	6	tools	tool	NOUN
ap-7096	191	7	made	make	VERB
ap-7096	191	8	of	of	ADP
ap-7096	191	9	low	low	ADJ
ap-7096	191	10	-	-	PUNCT
ap-7096	191	11	alloy	alloy	NOUN
ap-7096	191	12	high	high	ADJ
ap-7096	191	13	-	-	PUNCT
ap-7096	191	14	speed	speed	NOUN
ap-7096	191	15	steels	steel	NOUN
ap-7096	191	16	.	.	PUNCT
ap-7096	192	1	kovove	kovove	PROPN
ap-7096	192	2	materialy	materialy	PROPN
ap-7096	192	3	metallic	metallic	ADJ
ap-7096	192	4	materials	material	NOUN
ap-7096	192	5	54:17	54:17	NUM
ap-7096	192	6	–	–	PUNCT
ap-7096	192	7	25	25	NUM
ap-7096	192	8	,	,	PUNCT
ap-7096	192	9	2016	2016	NUM
ap-7096	192	10	.	.	PUNCT
ap-7096	193	1	https://doi.org/10.4149/km_2016_1_17	https://doi.org/10.4149/km_2016_1_17	NOUN
ap-7096	193	2	.	.	PUNCT
ap-7096	194	1	[	[	X
ap-7096	194	2	6	6	NUM
ap-7096	194	3	]	]	PUNCT
ap-7096	194	4	a.	a.	PROPN
ap-7096	194	5	l.	l.	PROPN
ap-7096	194	6	yerokhin	yerokhin	PROPN
ap-7096	194	7	,	,	PUNCT
ap-7096	194	8	x.	x.	PROPN
ap-7096	194	9	nie	nie	PROPN
ap-7096	194	10	,	,	PUNCT
ap-7096	194	11	a.	a.	PROPN
ap-7096	194	12	leyland	leyland	PROPN
ap-7096	194	13	,	,	PUNCT
ap-7096	194	14	a.	a.	NOUN
ap-7096	194	15	matthews	matthews	PROPN
ap-7096	194	16	.	.	PUNCT
ap-7096	195	1	characterisation	characterisation	NOUN
ap-7096	195	2	of	of	ADP
ap-7096	195	3	oxide	oxide	NOUN
ap-7096	195	4	films	film	NOUN
ap-7096	195	5	produced	produce	VERB
ap-7096	195	6	by	by	ADP
ap-7096	195	7	plasma	plasma	NOUN
ap-7096	195	8	electrolytic	electrolytic	ADJ
ap-7096	195	9	oxidation	oxidation	NOUN
ap-7096	195	10	of	of	ADP
ap-7096	195	11	a	a	DET
ap-7096	195	12	ti–6al–4v	ti–6al–4v	NUM
ap-7096	195	13	alloy	alloy	NOUN
ap-7096	195	14	.	.	PUNCT
ap-7096	196	1	surface	surface	NOUN
ap-7096	196	2	and	and	CCONJ
ap-7096	196	3	coatings	coating	NOUN
ap-7096	196	4	technology	technology	NOUN
ap-7096	196	5	130(2):195	130(2):195	NUM
ap-7096	196	6	–	–	PUNCT
ap-7096	196	7	206	206	NUM
ap-7096	196	8	,	,	PUNCT
ap-7096	196	9	2000	2000	NUM
ap-7096	196	10	.	.	PUNCT
ap-7096	197	1	https://doi.org/10.1016/s0257-8972(00)00719-2	https://doi.org/10.1016/s0257-8972(00)00719-2	PROPN
ap-7096	197	2	.	.	PUNCT
ap-7096	198	1	[	[	X
ap-7096	198	2	7	7	X
ap-7096	198	3	]	]	X
ap-7096	198	4	m.	m.	NOUN
ap-7096	198	5	fellah	fellah	PROPN
ap-7096	198	6	,	,	PUNCT
ap-7096	198	7	m.	m.	NOUN
ap-7096	198	8	labaiz	labaiz	PROPN
ap-7096	198	9	,	,	PUNCT
ap-7096	198	10	o.	o.	PROPN
ap-7096	198	11	assala	assala	PROPN
ap-7096	198	12	,	,	PUNCT
ap-7096	198	13	et	et	PROPN
ap-7096	198	14	al	al	PROPN
ap-7096	198	15	.	.	PROPN
ap-7096	198	16	tribological	tribological	ADJ
ap-7096	198	17	behavior	behavior	NOUN
ap-7096	198	18	of	of	ADP
ap-7096	198	19	ti-6al-4v	ti-6al-4v	PROPN
ap-7096	198	20	and	and	CCONJ
ap-7096	198	21	ti-6al-7nb	ti-6al-7nb	PROPN
ap-7096	198	22	alloys	alloy	NOUN
ap-7096	198	23	for	for	ADP
ap-7096	198	24	total	total	ADJ
ap-7096	198	25	hip	hip	NOUN
ap-7096	198	26	prosthesis	prosthesis	NOUN
ap-7096	198	27	.	.	PUNCT
ap-7096	199	1	advances	advance	NOUN
ap-7096	199	2	in	in	ADP
ap-7096	199	3	tribology	tribology	NOUN
ap-7096	199	4	2014:1	2014:1	NUM
ap-7096	199	5	–	–	PUNCT
ap-7096	199	6	13	13	NUM
ap-7096	199	7	,	,	PUNCT
ap-7096	199	8	2014	2014	NUM
ap-7096	199	9	.	.	PUNCT
ap-7096	200	1	https://doi.org/10.1155/2014/451387	https://doi.org/10.1155/2014/451387	PROPN
ap-7096	200	2	.	.	PUNCT
ap-7096	201	1	[	[	X
ap-7096	201	2	8	8	NUM
ap-7096	201	3	]	]	PUNCT
ap-7096	201	4	s.	s.	PROPN
ap-7096	201	5	kaur	kaur	PROPN
ap-7096	201	6	,	,	PUNCT
ap-7096	201	7	k.	k.	PROPN
ap-7096	201	8	h.	h.	PROPN
ap-7096	201	9	ghadirinejad	ghadirinejad	PROPN
ap-7096	201	10	,	,	PUNCT
ap-7096	201	11	r.	r.	PROPN
ap-7096	201	12	h.	h.	PROPN
ap-7096	201	13	oskouei	oskouei	PROPN
ap-7096	201	14	.	.	PUNCT
ap-7096	202	1	an	an	DET
ap-7096	202	2	overview	overview	NOUN
ap-7096	202	3	on	on	ADP
ap-7096	202	4	the	the	DET
ap-7096	202	5	tribological	tribological	ADJ
ap-7096	202	6	performance	performance	NOUN
ap-7096	202	7	of	of	ADP
ap-7096	202	8	titanium	titanium	NOUN
ap-7096	202	9	alloys	alloy	NOUN
ap-7096	202	10	with	with	ADP
ap-7096	202	11	surface	surface	NOUN
ap-7096	202	12	modifications	modification	NOUN
ap-7096	202	13	for	for	ADP
ap-7096	202	14	biomedical	biomedical	ADJ
ap-7096	202	15	applications	application	NOUN
ap-7096	202	16	.	.	PUNCT
ap-7096	203	1	lubricants	lubricant	NOUN
ap-7096	203	2	7:65	7:65	NUM
ap-7096	203	3	,	,	PUNCT
ap-7096	203	4	2019	2019	NUM
ap-7096	203	5	.	.	PUNCT
ap-7096	204	1	https://doi.org/10.3390/lubricants7080065	https://doi.org/10.3390/lubricants7080065	NOUN
ap-7096	204	2	.	.	PUNCT
ap-7096	205	1	[	[	X
ap-7096	205	2	9	9	X
ap-7096	205	3	]	]	PUNCT
ap-7096	205	4	j.	j.	PROPN
ap-7096	205	5	cao	cao	PROPN
ap-7096	205	6	,	,	PUNCT
ap-7096	205	7	r.	r.	PROPN
ap-7096	205	8	zhou	zhou	PROPN
ap-7096	205	9	,	,	PUNCT
ap-7096	205	10	q.	q.	PROPN
ap-7096	205	11	wang	wang	PROPN
ap-7096	205	12	,	,	PUNCT
ap-7096	205	13	z.	z.	PROPN
ap-7096	205	14	c.	c.	PROPN
ap-7096	205	15	xia	xia	PROPN
ap-7096	205	16	.	.	PUNCT
ap-7096	205	17	strip	strip	NOUN
ap-7096	205	18	-	-	PUNCT
ap-7096	205	19	oncylinder	oncylinder	NOUN
ap-7096	205	20	test	test	NOUN
ap-7096	205	21	apparatus	apparatus	NOUN
ap-7096	205	22	for	for	ADP
ap-7096	205	23	die	die	VERB
ap-7096	205	24	wear	wear	VERB
ap-7096	205	25	characterization	characterization	NOUN
ap-7096	205	26	.	.	PUNCT
ap-7096	206	1	cirp	cirp	NOUN
ap-7096	206	2	annals	annal	NOUN
ap-7096	206	3	manufacturing	manufacture	VERB
ap-7096	206	4	technology	technology	NOUN
ap-7096	206	5	58(1):251	58(1):251	NUM
ap-7096	206	6	–	–	PUNCT
ap-7096	206	7	254	254	NUM
ap-7096	206	8	,	,	PUNCT
ap-7096	206	9	2009	2009	NUM
ap-7096	206	10	.	.	PUNCT
ap-7096	207	1	https://doi.org/10.1016/j.cirp.2009.03.098	https://doi.org/10.1016/j.cirp.2009.03.098	PROPN
ap-7096	207	2	.	.	PUNCT
ap-7096	208	1	495	495	NUM
ap-7096	208	2	https://doi.org/10.1016/j.jmatprotec.2017.12.023	https://doi.org/10.1016/j.jmatprotec.2017.12.023	PROPN
ap-7096	208	3	https://doi.org/10.1016/j.triboint.2017.05.007	https://doi.org/10.1016/j.triboint.2017.05.007	VERB
ap-7096	208	4	https://doi.org/10.1007/s00170-017-0907-8	https://doi.org/10.1007/s00170-017-0907-8	PROPN
ap-7096	208	5	https://doi.org/10.5545/sv-jme.2013.1310	https://doi.org/10.5545/sv-jme.2013.1310	PROPN
ap-7096	208	6	https://doi.org/10.4149/km_2016_1_17	https://doi.org/10.4149/km_2016_1_17	PROPN
ap-7096	208	7	https://doi.org/10.1016/s0257-8972(00)00719-2	https://doi.org/10.1016/s0257-8972(00)00719-2	PROPN
ap-7096	208	8	https://doi.org/10.1155/2014/451387	https://doi.org/10.1155/2014/451387	PROPN
ap-7096	208	9	https://doi.org/10.3390/lubricants7080065	https://doi.org/10.3390/lubricants7080065	PROPN
ap-7096	208	10	https://doi.org/10.1016/j.cirp.2009.03.098	https://doi.org/10.1016/j.cirp.2009.03.098	PROPN
ap-7096	208	11	tomasz	tomasz	PROPN
ap-7096	208	12	trzepieciński	trzepieciński	PROPN
ap-7096	208	13	,	,	PUNCT
ap-7096	208	14	marcin	marcin	PROPN
ap-7096	208	15	szpunar	szpunar	PROPN
ap-7096	208	16	acta	acta	PROPN
ap-7096	208	17	polytechnica	polytechnica	PROPN
ap-7096	209	1	[	[	X
ap-7096	209	2	10	10	NUM
ap-7096	209	3	]	]	X
ap-7096	209	4	i.	i.	NOUN
ap-7096	209	5	masters	masters	PROPN
ap-7096	209	6	,	,	PUNCT
ap-7096	209	7	d.	d.	PROPN
ap-7096	209	8	k.	k.	PROPN
ap-7096	209	9	williams	williams	PROPN
ap-7096	209	10	,	,	PUNCT
ap-7096	209	11	r.	r.	PROPN
ap-7096	209	12	roy	roy	PROPN
ap-7096	209	13	.	.	PROPN
ap-7096	209	14	friction	friction	NOUN
ap-7096	209	15	behaviour	behaviour	NOUN
ap-7096	209	16	in	in	ADP
ap-7096	209	17	strip	strip	NOUN
ap-7096	209	18	draw	draw	VERB
ap-7096	209	19	test	test	NOUN
ap-7096	209	20	of	of	ADP
ap-7096	209	21	pre	pre	ADJ
ap-7096	209	22	-	-	ADJ
ap-7096	209	23	stretched	stretch	VERB
ap-7096	209	24	high	high	ADJ
ap-7096	209	25	strength	strength	NOUN
ap-7096	209	26	automotive	automotive	ADJ
ap-7096	209	27	aluminium	aluminium	NOUN
ap-7096	209	28	alloys	alloy	NOUN
ap-7096	209	29	.	.	PUNCT
ap-7096	210	1	international	international	ADJ
ap-7096	210	2	journal	journal	NOUN
ap-7096	210	3	of	of	ADP
ap-7096	210	4	machine	machine	NOUN
ap-7096	210	5	tools	tool	NOUN
ap-7096	210	6	and	and	CCONJ
ap-7096	210	7	manufacture	manufacture	VERB
ap-7096	210	8	73:17	73:17	NUM
ap-7096	210	9	–	–	PUNCT
ap-7096	210	10	24	24	NUM
ap-7096	210	11	,	,	PUNCT
ap-7096	210	12	2013	2013	NUM
ap-7096	210	13	.	.	PUNCT
ap-7096	211	1	https://doi.org/10.1016/j.ijmachtools.2013.05.002	https://doi.org/10.1016/j.ijmachtools.2013.05.002	NOUN
ap-7096	211	2	.	.	PUNCT
ap-7096	212	1	[	[	X
ap-7096	212	2	11	11	NUM
ap-7096	212	3	]	]	X
ap-7096	212	4	v.	v.	CCONJ
ap-7096	212	5	prakash	prakash	PROPN
ap-7096	212	6	,	,	PUNCT
ap-7096	212	7	d.	d.	PROPN
ap-7096	212	8	r.	r.	PROPN
ap-7096	212	9	kumar	kumar	PROPN
ap-7096	212	10	.	.	PUNCT
ap-7096	212	11	performance	performance	NOUN
ap-7096	212	12	evaluation	evaluation	NOUN
ap-7096	212	13	of	of	ADP
ap-7096	212	14	bio	bio	NOUN
ap-7096	212	15	-	-	NOUN
ap-7096	212	16	lubricants	lubricant	NOUN
ap-7096	212	17	in	in	ADP
ap-7096	212	18	strip	strip	NOUN
ap-7096	212	19	drawing	drawing	NOUN
ap-7096	212	20	and	and	CCONJ
ap-7096	212	21	deep	deep	ADJ
ap-7096	212	22	drawing	drawing	NOUN
ap-7096	212	23	of	of	ADP
ap-7096	212	24	an	an	DET
ap-7096	212	25	aluminium	aluminium	NOUN
ap-7096	212	26	alloy	alloy	NOUN
ap-7096	212	27	.	.	PUNCT
ap-7096	213	1	advances	advance	NOUN
ap-7096	213	2	in	in	ADP
ap-7096	213	3	materials	material	NOUN
ap-7096	213	4	and	and	CCONJ
ap-7096	213	5	processing	processing	NOUN
ap-7096	213	6	technologies	technology	NOUN
ap-7096	213	7	6:1	6:1	NUM
ap-7096	213	8	–	–	PUNCT
ap-7096	213	9	14	14	NUM
ap-7096	213	10	,	,	PUNCT
ap-7096	213	11	2020	2020	NUM
ap-7096	213	12	.	.	PUNCT
ap-7096	214	1	https://doi.org/10.1080/2374068x.2020.1838134	https://doi.org/10.1080/2374068x.2020.1838134	X
ap-7096	214	2	.	.	PUNCT
ap-7096	215	1	[	[	X
ap-7096	215	2	12	12	NUM
ap-7096	215	3	]	]	X
ap-7096	215	4	l.	l.	PROPN
ap-7096	215	5	figueiredo	figueiredo	PROPN
ap-7096	215	6	,	,	PUNCT
ap-7096	215	7	a.	a.	NOUN
ap-7096	215	8	ramalho	ramalho	PROPN
ap-7096	215	9	,	,	PUNCT
ap-7096	215	10	m.	m.	PROPN
ap-7096	215	11	c.	c.	PROPN
ap-7096	215	12	oliveira	oliveira	PROPN
ap-7096	215	13	,	,	PUNCT
ap-7096	215	14	l.	l.	PROPN
ap-7096	215	15	menezes	menezes	PROPN
ap-7096	215	16	.	.	PUNCT
ap-7096	216	1	experimental	experimental	ADJ
ap-7096	216	2	study	study	NOUN
ap-7096	216	3	of	of	ADP
ap-7096	216	4	friction	friction	NOUN
ap-7096	216	5	in	in	ADP
ap-7096	216	6	sheet	sheet	NOUN
ap-7096	216	7	metal	metal	NOUN
ap-7096	216	8	forming	form	VERB
ap-7096	216	9	.	.	PUNCT
ap-7096	217	1	wear	wear	VERB
ap-7096	217	2	271(9):1651	271(9):1651	NUM
ap-7096	217	3	–	–	PUNCT
ap-7096	217	4	1657	1657	NUM
ap-7096	217	5	,	,	PUNCT
ap-7096	217	6	2011	2011	NUM
ap-7096	217	7	.	.	PUNCT
ap-7096	218	1	https://doi.org/10.1016/j.wear.2011.02.020	https://doi.org/10.1016/j.wear.2011.02.020	NOUN
ap-7096	218	2	.	.	PUNCT
ap-7096	219	1	[	[	X
ap-7096	219	2	13	13	NUM
ap-7096	219	3	]	]	PUNCT
ap-7096	219	4	m.	m.	PROPN
ap-7096	219	5	r.	r.	PROPN
ap-7096	219	6	lovell	lovell	PROPN
ap-7096	219	7	,	,	PUNCT
ap-7096	219	8	z.	z.	PROPN
ap-7096	219	9	deng	deng	PROPN
ap-7096	219	10	.	.	PUNCT
ap-7096	220	1	characterization	characterization	NOUN
ap-7096	220	2	of	of	ADP
ap-7096	220	3	interfacial	interfacial	ADJ
ap-7096	220	4	friction	friction	NOUN
ap-7096	220	5	in	in	ADP
ap-7096	220	6	coated	coated	ADJ
ap-7096	220	7	sheet	sheet	NOUN
ap-7096	220	8	steels	steel	NOUN
ap-7096	220	9	:	:	PUNCT
ap-7096	220	10	influence	influence	NOUN
ap-7096	220	11	of	of	ADP
ap-7096	220	12	stamping	stamp	VERB
ap-7096	220	13	process	process	NOUN
ap-7096	220	14	parameters	parameter	NOUN
ap-7096	220	15	and	and	CCONJ
ap-7096	220	16	wear	wear	VERB
ap-7096	220	17	mechanisms	mechanism	NOUN
ap-7096	220	18	.	.	PUNCT
ap-7096	221	1	tribology	tribology	PROPN
ap-7096	221	2	international	international	ADJ
ap-7096	221	3	35(2):85	35(2):85	PROPN
ap-7096	221	4	–	–	PUNCT
ap-7096	221	5	95	95	NUM
ap-7096	221	6	,	,	PUNCT
ap-7096	221	7	2002	2002	NUM
ap-7096	221	8	.	.	PUNCT
ap-7096	222	1	https://doi.org/10.1016/s0301-679x(01)00097-4	https://doi.org/10.1016/s0301-679x(01)00097-4	PROPN
ap-7096	222	2	.	.	PUNCT
ap-7096	223	1	[	[	X
ap-7096	223	2	14	14	NUM
ap-7096	223	3	]	]	PUNCT
ap-7096	223	4	m.	m.	NOUN
ap-7096	223	5	ciavarella	ciavarella	PROPN
ap-7096	223	6	,	,	PUNCT
ap-7096	223	7	j.	j.	PROPN
ap-7096	223	8	joe	joe	PROPN
ap-7096	223	9	,	,	PUNCT
ap-7096	223	10	a.	a.	NOUN
ap-7096	223	11	papangelo	papangelo	PROPN
ap-7096	223	12	,	,	PUNCT
ap-7096	223	13	j.	j.	PROPN
ap-7096	223	14	barber	barber	PROPN
ap-7096	223	15	.	.	PUNCT
ap-7096	224	1	the	the	DET
ap-7096	224	2	role	role	NOUN
ap-7096	224	3	of	of	ADP
ap-7096	224	4	adhesion	adhesion	NOUN
ap-7096	224	5	in	in	ADP
ap-7096	224	6	contact	contact	NOUN
ap-7096	224	7	mechanics	mechanic	NOUN
ap-7096	224	8	.	.	PUNCT
ap-7096	225	1	journal	journal	NOUN
ap-7096	225	2	of	of	ADP
ap-7096	225	3	the	the	DET
ap-7096	225	4	royal	royal	ADJ
ap-7096	225	5	society	society	NOUN
ap-7096	225	6	interface	interface	NOUN
ap-7096	225	7	16:20180738	16:20180738	NUM
ap-7096	225	8	,	,	PUNCT
ap-7096	225	9	2019	2019	NUM
ap-7096	225	10	.	.	PUNCT
ap-7096	226	1	https://doi.org/10.1098/rsif.2018.0738	https://doi.org/10.1098/rsif.2018.0738	PROPN
ap-7096	226	2	.	.	PUNCT
ap-7096	227	1	[	[	X
ap-7096	227	2	15	15	NUM
ap-7096	227	3	]	]	X
ap-7096	227	4	y.	y.	PROPN
ap-7096	227	5	fan	fan	PROPN
ap-7096	227	6	,	,	PUNCT
ap-7096	227	7	z.	z.	PROPN
ap-7096	227	8	k.	k.	PROPN
ap-7096	227	9	li	li	PROPN
ap-7096	227	10	,	,	PUNCT
ap-7096	227	11	j.	j.	PROPN
ap-7096	227	12	liu	liu	PROPN
ap-7096	227	13	.	.	PUNCT
ap-7096	227	14	simulation	simulation	NOUN
ap-7096	227	15	of	of	ADP
ap-7096	227	16	surface	surface	NOUN
ap-7096	227	17	contact	contact	NOUN
ap-7096	227	18	process	process	NOUN
ap-7096	227	19	and	and	CCONJ
ap-7096	227	20	study	study	NOUN
ap-7096	227	21	of	of	ADP
ap-7096	227	22	friction	friction	NOUN
ap-7096	227	23	and	and	CCONJ
ap-7096	227	24	wear	wear	VERB
ap-7096	227	25	mechanisms	mechanism	NOUN
ap-7096	227	26	.	.	PUNCT
ap-7096	228	1	advanced	advanced	ADJ
ap-7096	228	2	materials	material	NOUN
ap-7096	228	3	research	research	NOUN
ap-7096	228	4	562	562	NUM
ap-7096	228	5	564:540	564:540	NUM
ap-7096	228	6	–	–	PUNCT
ap-7096	228	7	543	543	NUM
ap-7096	228	8	,	,	PUNCT
ap-7096	228	9	2012	2012	NUM
ap-7096	228	10	.	.	PUNCT
ap-7096	229	1	https://doi.org/10.4028/www.scientific.net/amr.562564.540	https://doi.org/10.4028/www.scientific.net/amr.562564.540	X
ap-7096	229	2	.	.	PUNCT
ap-7096	230	1	[	[	X
ap-7096	230	2	16	16	NUM
ap-7096	230	3	]	]	X
ap-7096	230	4	j.	j.	PROPN
ap-7096	230	5	hol	hol	PROPN
ap-7096	230	6	,	,	PUNCT
ap-7096	230	7	j.	j.	PROPN
ap-7096	230	8	h.	h.	PROPN
ap-7096	230	9	wiebenga	wiebenga	PROPN
ap-7096	230	10	,	,	PUNCT
ap-7096	230	11	b.	b.	PROPN
ap-7096	230	12	carleer	carleer	PROPN
ap-7096	230	13	.	.	PUNCT
ap-7096	231	1	friction	friction	NOUN
ap-7096	231	2	and	and	CCONJ
ap-7096	231	3	lubrication	lubrication	NOUN
ap-7096	231	4	modelling	modelling	NOUN
ap-7096	231	5	in	in	ADP
ap-7096	231	6	sheet	sheet	NOUN
ap-7096	231	7	metal	metal	NOUN
ap-7096	231	8	forming	form	VERB
ap-7096	231	9	:	:	PUNCT
ap-7096	231	10	influence	influence	NOUN
ap-7096	231	11	of	of	ADP
ap-7096	231	12	lubrication	lubrication	NOUN
ap-7096	231	13	amount	amount	NOUN
ap-7096	231	14	,	,	PUNCT
ap-7096	231	15	tool	tool	NOUN
ap-7096	231	16	roughness	roughness	NOUN
ap-7096	231	17	and	and	CCONJ
ap-7096	231	18	sheet	sheet	NOUN
ap-7096	231	19	coating	coating	NOUN
ap-7096	231	20	on	on	ADP
ap-7096	231	21	product	product	NOUN
ap-7096	231	22	quality	quality	NOUN
ap-7096	231	23	.	.	PUNCT
ap-7096	232	1	journal	journal	PROPN
ap-7096	232	2	of	of	ADP
ap-7096	232	3	physics	physics	PROPN
ap-7096	232	4	:	:	PUNCT
ap-7096	232	5	conference	conference	NOUN
ap-7096	232	6	series	series	NOUN
ap-7096	232	7	896:012026	896:012026	NUM
ap-7096	232	8	,	,	PUNCT
ap-7096	232	9	2017	2017	NUM
ap-7096	232	10	.	.	PUNCT
ap-7096	233	1	https://doi.org/10.1088/1742-6596/896/1/012026	https://doi.org/10.1088/1742-6596/896/1/012026	X
ap-7096	233	2	.	.	PUNCT
ap-7096	234	1	[	[	X
ap-7096	234	2	17	17	NUM
ap-7096	234	3	]	]	X
ap-7096	234	4	f.	f.	PROPN
ap-7096	234	5	sgarabotto	sgarabotto	PROPN
ap-7096	234	6	,	,	PUNCT
ap-7096	234	7	a.	a.	NOUN
ap-7096	234	8	ghiotti	ghiotti	PROPN
ap-7096	234	9	.	.	PUNCT
ap-7096	235	1	frictional	frictional	ADJ
ap-7096	235	2	behaviour	behaviour	NOUN
ap-7096	235	3	of	of	ADP
ap-7096	235	4	environmentally	environmentally	ADV
ap-7096	235	5	friendly	friendly	ADJ
ap-7096	235	6	lubricants	lubricant	NOUN
ap-7096	235	7	for	for	ADP
ap-7096	235	8	sheet	sheet	NOUN
ap-7096	235	9	metal	metal	NOUN
ap-7096	235	10	forming	forming	NOUN
ap-7096	235	11	processes	process	NOUN
ap-7096	235	12	.	.	PUNCT
ap-7096	236	1	key	key	ADJ
ap-7096	236	2	engineering	engineering	NOUN
ap-7096	236	3	materials	material	NOUN
ap-7096	236	4	504	504	NUM
ap-7096	236	5	506:537	506:537	NOUN
ap-7096	236	6	–	–	PUNCT
ap-7096	236	7	542	542	NUM
ap-7096	236	8	,	,	PUNCT
ap-7096	236	9	2012	2012	NUM
ap-7096	236	10	.	.	PUNCT
ap-7096	237	1	https://doi.org/10.4028/www.scientific.net/kem.504506.537	https://doi.org/10.4028/www.scientific.net/kem.504506.537	INTJ
ap-7096	237	2	.	.	PUNCT
ap-7096	238	1	[	[	X
ap-7096	238	2	18	18	NUM
ap-7096	238	3	]	]	X
ap-7096	238	4	s.	s.	PROPN
ap-7096	238	5	weidel	weidel	PROPN
ap-7096	238	6	,	,	PUNCT
ap-7096	238	7	u.	u.	PROPN
ap-7096	238	8	engel	engel	PROPN
ap-7096	238	9	,	,	PUNCT
ap-7096	238	10	m.	m.	PROPN
ap-7096	238	11	merklein	merklein	PROPN
ap-7096	238	12	,	,	PUNCT
ap-7096	238	13	m.	m.	NOUN
ap-7096	238	14	geiger	geiger	PROPN
ap-7096	238	15	.	.	PUNCT
ap-7096	239	1	basic	basic	ADJ
ap-7096	239	2	investigations	investigation	NOUN
ap-7096	239	3	on	on	ADP
ap-7096	239	4	boundary	boundary	ADJ
ap-7096	239	5	lubrication	lubrication	NOUN
ap-7096	239	6	in	in	ADP
ap-7096	239	7	metal	metal	NOUN
ap-7096	239	8	forming	forming	NOUN
ap-7096	239	9	processes	process	NOUN
ap-7096	239	10	by	by	ADP
ap-7096	239	11	in	in	ADP
ap-7096	239	12	situ	situ	ADJ
ap-7096	239	13	observation	observation	NOUN
ap-7096	239	14	of	of	ADP
ap-7096	239	15	the	the	DET
ap-7096	239	16	real	real	ADJ
ap-7096	239	17	contact	contact	NOUN
ap-7096	239	18	area	area	NOUN
ap-7096	239	19	.	.	PUNCT
ap-7096	240	1	production	production	NOUN
ap-7096	240	2	engineering	engineering	NOUN
ap-7096	240	3	4:107	4:107	NUM
ap-7096	240	4	–	–	PUNCT
ap-7096	240	5	114	114	NUM
ap-7096	240	6	,	,	PUNCT
ap-7096	240	7	2009	2009	NUM
ap-7096	240	8	.	.	PUNCT
ap-7096	241	1	https://doi.org/10.1007/s11740-009-0198-5	https://doi.org/10.1007/s11740-009-0198-5	NUM
ap-7096	241	2	.	.	PUNCT
ap-7096	242	1	[	[	X
ap-7096	242	2	19	19	NUM
ap-7096	242	3	]	]	X
ap-7096	242	4	t.	t.	PROPN
ap-7096	242	5	trzepieciński	trzepieciński	PROPN
ap-7096	242	6	.	.	PUNCT
ap-7096	243	1	tribological	tribological	ADJ
ap-7096	243	2	performance	performance	NOUN
ap-7096	243	3	of	of	ADP
ap-7096	243	4	environmentally	environmentally	ADV
ap-7096	243	5	friendly	friendly	ADJ
ap-7096	243	6	bio	bio	ADJ
ap-7096	243	7	-	-	ADJ
ap-7096	243	8	degradable	degradable	ADJ
ap-7096	243	9	lubricants	lubricant	NOUN
ap-7096	243	10	based	base	VERB
ap-7096	243	11	on	on	ADP
ap-7096	243	12	a	a	DET
ap-7096	243	13	combination	combination	NOUN
ap-7096	243	14	of	of	ADP
ap-7096	243	15	boric	boric	ADJ
ap-7096	243	16	acid	acid	NOUN
ap-7096	243	17	and	and	CCONJ
ap-7096	243	18	bio	bio	NOUN
ap-7096	243	19	-	-	PUNCT
ap-7096	243	20	based	base	VERB
ap-7096	243	21	oils	oil	NOUN
ap-7096	243	22	.	.	PUNCT
ap-7096	244	1	materials	material	NOUN
ap-7096	244	2	13:3892	13:3892	NOUN
ap-7096	244	3	,	,	PUNCT
ap-7096	244	4	2020	2020	NUM
ap-7096	244	5	.	.	PUNCT
ap-7096	245	1	https://doi.org/10.3390/ma13173892	https://doi.org/10.3390/ma13173892	NOUN
ap-7096	245	2	.	.	PUNCT
ap-7096	246	1	[	[	X
ap-7096	246	2	20	20	NUM
ap-7096	246	3	]	]	PUNCT
ap-7096	246	4	m.	m.	NOUN
ap-7096	246	5	lüchinger	lüchinger	NOUN
ap-7096	246	6	,	,	PUNCT
ap-7096	246	7	i.	i.	NOUN
ap-7096	246	8	velkavrh	velkavrh	PROPN
ap-7096	246	9	,	,	PUNCT
ap-7096	246	10	k.	k.	PROPN
ap-7096	246	11	kern	kern	PROPN
ap-7096	246	12	,	,	PUNCT
ap-7096	246	13	et	et	PROPN
ap-7096	246	14	al	al	PROPN
ap-7096	246	15	.	.	PUNCT
ap-7096	246	16	development	development	NOUN
ap-7096	246	17	of	of	ADP
ap-7096	246	18	a	a	DET
ap-7096	246	19	constitutive	constitutive	ADJ
ap-7096	246	20	model	model	NOUN
ap-7096	246	21	for	for	ADP
ap-7096	246	22	friction	friction	NOUN
ap-7096	246	23	in	in	ADP
ap-7096	246	24	bulk	bulk	ADJ
ap-7096	246	25	metal	metal	NOUN
ap-7096	246	26	forming	form	VERB
ap-7096	246	27	.	.	PUNCT
ap-7096	247	1	lubricants	lubricant	NOUN
ap-7096	247	2	6:42	6:42	NUM
ap-7096	247	3	,	,	PUNCT
ap-7096	247	4	2018	2018	NUM
ap-7096	247	5	.	.	PUNCT
ap-7096	248	1	https://doi.org/10.3390/lubricants6020042	https://doi.org/10.3390/lubricants6020042	NOUN
ap-7096	248	2	.	.	PUNCT
ap-7096	249	1	[	[	X
ap-7096	249	2	21	21	NUM
ap-7096	249	3	]	]	X
ap-7096	249	4	y.	y.	PROPN
ap-7096	249	5	huang	huang	PROPN
ap-7096	249	6	,	,	PUNCT
ap-7096	249	7	s.	s.	PROPN
ap-7096	249	8	gilmour	gilmour	PROPN
ap-7096	249	9	,	,	PUNCT
ap-7096	249	10	k.	k.	PROPN
ap-7096	249	11	mylona	mylona	PROPN
ap-7096	249	12	,	,	PUNCT
ap-7096	249	13	p.	p.	PROPN
ap-7096	249	14	goos	goos	PROPN
ap-7096	249	15	.	.	PUNCT
ap-7096	250	1	optimal	optimal	ADJ
ap-7096	250	2	design	design	NOUN
ap-7096	250	3	of	of	ADP
ap-7096	250	4	experiments	experiment	NOUN
ap-7096	250	5	for	for	ADP
ap-7096	250	6	nonlinear	nonlinear	ADJ
ap-7096	250	7	response	response	NOUN
ap-7096	250	8	surface	surface	NOUN
ap-7096	250	9	models	model	NOUN
ap-7096	250	10	.	.	PUNCT
ap-7096	251	1	journal	journal	NOUN
ap-7096	251	2	of	of	ADP
ap-7096	251	3	the	the	DET
ap-7096	251	4	royal	royal	ADJ
ap-7096	251	5	statistical	statistical	ADJ
ap-7096	251	6	society	society	NOUN
ap-7096	251	7	series	series	PROPN
ap-7096	251	8	c	c	PROPN
ap-7096	251	9	applied	apply	VERB
ap-7096	251	10	statistics	statistic	NOUN
ap-7096	251	11	68(3):623	68(3):623	VERB
ap-7096	251	12	–	–	PUNCT
ap-7096	251	13	640	640	NUM
ap-7096	251	14	,	,	PUNCT
ap-7096	251	15	2019	2019	NUM
ap-7096	251	16	.	.	PUNCT
ap-7096	252	1	https://doi.org/10.1111/rssc.12313	https://doi.org/10.1111/rssc.12313	PROPN
ap-7096	252	2	.	.	PUNCT
ap-7096	253	1	[	[	X
ap-7096	253	2	22	22	NUM
ap-7096	253	3	]	]	X
ap-7096	253	4	s.	s.	PROPN
ap-7096	253	5	crino	crino	PROPN
ap-7096	253	6	,	,	PUNCT
ap-7096	253	7	d.	d.	PROPN
ap-7096	253	8	brown	brown	PROPN
ap-7096	253	9	.	.	PUNCT
ap-7096	254	1	global	global	ADJ
ap-7096	254	2	optimization	optimization	NOUN
ap-7096	254	3	with	with	ADP
ap-7096	254	4	multivariate	multivariate	NOUN
ap-7096	254	5	adaptive	adaptive	ADJ
ap-7096	254	6	regression	regression	NOUN
ap-7096	254	7	splines	spline	NOUN
ap-7096	254	8	.	.	PUNCT
ap-7096	255	1	ieee	ieee	NOUN
ap-7096	255	2	transactions	transaction	NOUN
ap-7096	255	3	on	on	ADP
ap-7096	255	4	systems	system	NOUN
ap-7096	255	5	,	,	PUNCT
ap-7096	255	6	man	man	NOUN
ap-7096	255	7	,	,	PUNCT
ap-7096	255	8	and	and	CCONJ
ap-7096	255	9	cybernetics	cybernetic	NOUN
ap-7096	255	10	part	part	NOUN
ap-7096	255	11	b	b	PROPN
ap-7096	255	12	,	,	PUNCT
ap-7096	255	13	cybernetics	cybernetic	NOUN
ap-7096	255	14	37(2):333	37(2):333	NOUN
ap-7096	255	15	–	–	PUNCT
ap-7096	255	16	340	340	NUM
ap-7096	255	17	,	,	PUNCT
ap-7096	255	18	2007	2007	NUM
ap-7096	255	19	.	.	PUNCT
ap-7096	256	1	https://doi.org/10.1109/tsmcb.2006.883430	https://doi.org/10.1109/tsmcb.2006.883430	PROPN
ap-7096	256	2	.	.	PUNCT
ap-7096	257	1	[	[	X
ap-7096	257	2	23	23	NUM
ap-7096	257	3	]	]	PUNCT
ap-7096	257	4	m.	m.	NOUN
ap-7096	257	5	chwalina	chwalina	NOUN
ap-7096	257	6	.	.	PUNCT
ap-7096	258	1	demand	demand	NOUN
ap-7096	258	2	modelling	modelling	NOUN
ap-7096	258	3	in	in	ADP
ap-7096	258	4	telecommunications	telecommunication	NOUN
ap-7096	258	5	comparison	comparison	NOUN
ap-7096	258	6	of	of	ADP
ap-7096	258	7	standard	standard	ADJ
ap-7096	258	8	statistical	statistical	ADJ
ap-7096	258	9	methods	method	NOUN
ap-7096	258	10	and	and	CCONJ
ap-7096	258	11	approaches	approach	NOUN
ap-7096	258	12	based	base	VERB
ap-7096	258	13	up	up	ADP
ap-7096	258	14	-	-	PUNCT
ap-7096	258	15	on	on	ADP
ap-7096	258	16	artificial	artificial	ADJ
ap-7096	258	17	intelligence	intelligence	NOUN
ap-7096	258	18	methods	method	NOUN
ap-7096	258	19	including	include	VERB
ap-7096	258	20	neural	neural	ADJ
ap-7096	258	21	networks	network	NOUN
ap-7096	258	22	.	.	PUNCT
ap-7096	259	1	acta	acta	PROPN
ap-7096	259	2	polytechnica	polytechnica	PROPN
ap-7096	259	3	49(2):48	49(2):48	PROPN
ap-7096	259	4	–	–	PUNCT
ap-7096	259	5	52	52	NUM
ap-7096	259	6	,	,	PUNCT
ap-7096	259	7	2009	2009	NUM
ap-7096	259	8	.	.	PUNCT
ap-7096	260	1	https://doi.org/10.14311/1121	https://doi.org/10.14311/1121	NOUN
ap-7096	260	2	.	.	PUNCT
ap-7096	261	1	[	[	X
ap-7096	261	2	24	24	NUM
ap-7096	261	3	]	]	X
ap-7096	261	4	y.	y.	PROPN
ap-7096	261	5	l.	l.	PROPN
ap-7096	261	6	karnavas	karnavas	PROPN
ap-7096	261	7	,	,	PUNCT
ap-7096	261	8	a.	a.	NOUN
ap-7096	261	9	vairis	vairis	PROPN
ap-7096	261	10	.	.	PUNCT
ap-7096	262	1	modelling	modelling	NOUN
ap-7096	262	2	of	of	ADP
ap-7096	262	3	frictional	frictional	ADJ
ap-7096	262	4	phenomena	phenomenon	NOUN
ap-7096	262	5	using	use	VERB
ap-7096	262	6	neural	neural	ADJ
ap-7096	262	7	networks	network	NOUN
ap-7096	262	8	:	:	PUNCT
ap-7096	262	9	friction	friction	NOUN
ap-7096	262	10	coefficient	coefficient	NOUN
ap-7096	262	11	estimation	estimation	NOUN
ap-7096	262	12	.	.	PUNCT
ap-7096	263	1	in	in	ADP
ap-7096	263	2	proc	proc	PROPN
ap-7096	263	3	.	.	PUNCT
ap-7096	264	1	of	of	ADP
ap-7096	264	2	the	the	DET
ap-7096	264	3	iasted	iasted	ADJ
ap-7096	264	4	int	int	PROPN
ap-7096	264	5	.	.	PUNCT
ap-7096	264	6	conf	conf	PROPN
ap-7096	264	7	.	.	PUNCT
ap-7096	265	1	applied	apply	VERB
ap-7096	265	2	simulation	simulation	NOUN
ap-7096	265	3	and	and	CCONJ
ap-7096	265	4	modelling	modelling	NOUN
ap-7096	265	5	(	(	PUNCT
ap-7096	265	6	asm	asm	NOUN
ap-7096	265	7	2011	2011	NUM
ap-7096	265	8	)	)	PUNCT
ap-7096	265	9	,	,	PUNCT
ap-7096	265	10	pp	pp	ADP
ap-7096	265	11	.	.	PUNCT
ap-7096	266	1	54	54	NUM
ap-7096	266	2	–	–	SYM
ap-7096	266	3	58	58	NUM
ap-7096	266	4	.	.	PUNCT
ap-7096	267	1	crete	crete	PROPN
ap-7096	267	2	,	,	PUNCT
ap-7096	267	3	greece	greece	PROPN
ap-7096	267	4	,	,	PUNCT
ap-7096	267	5	2011	2011	NUM
ap-7096	267	6	.	.	PUNCT
ap-7096	268	1	[	[	X
ap-7096	268	2	25	25	NUM
ap-7096	268	3	]	]	PUNCT
ap-7096	268	4	h.	h.	PROPN
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ap-7096	269	2	artificial	artificial	ADJ
ap-7096	269	3	neural	neural	ADJ
ap-7096	269	4	network	network	NOUN
ap-7096	269	5	based	base	VERB
ap-7096	269	6	prediction	prediction	NOUN
ap-7096	269	7	of	of	ADP
ap-7096	269	8	friction	friction	NOUN
ap-7096	269	9	properties	property	NOUN
ap-7096	269	10	of	of	ADP
ap-7096	269	11	al2o3	al2o3	NOUN
ap-7096	269	12	-	-	PUNCT
ap-7096	269	13	tio2	tio2	NOUN
ap-7096	269	14	coatings	coating	NOUN
ap-7096	269	15	.	.	PUNCT
ap-7096	270	1	industrial	industrial	ADJ
ap-7096	270	2	lubrication	lubrication	NOUN
ap-7096	270	3	and	and	CCONJ
ap-7096	270	4	tribology	tribology	NOUN
ap-7096	270	5	64(5):288	64(5):288	ADJ
ap-7096	270	6	–	–	PUNCT
ap-7096	270	7	293	293	NUM
ap-7096	270	8	,	,	PUNCT
ap-7096	270	9	2012	2012	NUM
ap-7096	270	10	.	.	PUNCT
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ap-7096	271	2	.	.	PUNCT
ap-7096	272	1	[	[	X
ap-7096	272	2	26	26	NUM
ap-7096	272	3	]	]	X
ap-7096	272	4	rustam	rustam	NOUN
ap-7096	272	5	,	,	PUNCT
ap-7096	272	6	a.	a.	PROPN
ap-7096	272	7	y.	y.	PROPN
ap-7096	272	8	gunawan	gunawan	PROPN
ap-7096	272	9	,	,	PUNCT
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ap-7096	272	11	t.	t.	PROPN
ap-7096	272	12	a.	a.	PROPN
ap-7096	272	13	p.	p.	PROPN
ap-7096	272	14	kresnowati	kresnowati	PROPN
ap-7096	272	15	.	.	PUNCT
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ap-7096	273	2	neural	neural	ADJ
ap-7096	273	3	network	network	NOUN
ap-7096	273	4	approach	approach	NOUN
ap-7096	273	5	for	for	ADP
ap-7096	273	6	the	the	DET
ap-7096	273	7	identification	identification	NOUN
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ap-7096	273	9	clove	clove	NOUN
ap-7096	273	10	buds	bud	NOUN
ap-7096	273	11	origin	origin	NOUN
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ap-7096	273	13	on	on	ADP
ap-7096	273	14	metabolites	metabolite	NOUN
ap-7096	273	15	composition	composition	NOUN
ap-7096	273	16	.	.	PUNCT
ap-7096	274	1	acta	acta	PROPN
ap-7096	274	2	polytechnica	polytechnica	PROPN
ap-7096	274	3	60(5):440	60(5):440	PROPN
ap-7096	274	4	–	–	PUNCT
ap-7096	274	5	447	447	NUM
ap-7096	274	6	,	,	PUNCT
ap-7096	274	7	2020	2020	NUM
ap-7096	274	8	.	.	PUNCT
ap-7096	275	1	https://doi.org/10.14311/ap.2020.60.0440	https://doi.org/10.14311/ap.2020.60.0440	NOUN
ap-7096	275	2	.	.	PUNCT
ap-7096	276	1	[	[	X
ap-7096	276	2	27	27	NUM
ap-7096	276	3	]	]	X
ap-7096	276	4	i.	i.	NOUN
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ap-7096	276	6	,	,	PUNCT
ap-7096	276	7	m.	m.	NOUN
ap-7096	276	8	kolovratník	kolovratník	PROPN
ap-7096	276	9	.	.	PUNCT
ap-7096	277	1	a	a	DET
ap-7096	277	2	neural	neural	ADJ
ap-7096	277	3	network	network	NOUN
ap-7096	277	4	model	model	NOUN
ap-7096	277	5	for	for	ADP
ap-7096	277	6	predicting	predict	VERB
ap-7096	277	7	nox	nox	NOUN
ap-7096	277	8	at	at	ADP
ap-7096	277	9	the	the	DET
ap-7096	277	10	mělník	mělník	NOUN
ap-7096	277	11	1	1	NUM
ap-7096	277	12	coal	coal	NOUN
ap-7096	277	13	-	-	PUNCT
ap-7096	277	14	powder	powder	NOUN
ap-7096	277	15	power	power	NOUN
ap-7096	277	16	plant	plant	NOUN
ap-7096	277	17	.	.	PUNCT
ap-7096	278	1	acta	acta	PROPN
ap-7096	278	2	polytechnica	polytechnica	PROPN
ap-7096	278	3	52(3):17	52(3):17	NUM
ap-7096	278	4	–	–	PUNCT
ap-7096	278	5	22	22	NUM
ap-7096	278	6	,	,	PUNCT
ap-7096	278	7	2012	2012	NUM
ap-7096	278	8	.	.	PUNCT
ap-7096	279	1	https://doi.org/10.14311/1538	https://doi.org/10.14311/1538	NOUN
ap-7096	279	2	.	.	PUNCT
ap-7096	280	1	[	[	X
ap-7096	280	2	28	28	NUM
ap-7096	280	3	]	]	X
ap-7096	280	4	a.	a.	NOUN
ap-7096	280	5	bahari	bahari	PROPN
ap-7096	280	6	,	,	PUNCT
ap-7096	280	7	r.	r.	PROPN
ap-7096	280	8	lewis	lewis	PROPN
ap-7096	280	9	,	,	PUNCT
ap-7096	280	10	t.	t.	PROPN
ap-7096	280	11	slatter	slatter	NOUN
ap-7096	280	12	.	.	PUNCT
ap-7096	281	1	friction	friction	NOUN
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ap-7096	281	3	wear	wear	VERB
ap-7096	281	4	phenomena	phenomenon	NOUN
ap-7096	281	5	of	of	ADP
ap-7096	281	6	vegetable	vegetable	ADJ
ap-7096	281	7	oil	oil	NOUN
ap-7096	281	8	–	–	PUNCT
ap-7096	281	9	based	base	VERB
ap-7096	281	10	lubricants	lubricant	NOUN
ap-7096	281	11	with	with	ADP
ap-7096	281	12	additives	additive	NOUN
ap-7096	281	13	at	at	ADP
ap-7096	281	14	severe	severe	ADJ
ap-7096	281	15	sliding	slide	VERB
ap-7096	281	16	wear	wear	NOUN
ap-7096	281	17	conditions	condition	NOUN
ap-7096	281	18	.	.	PUNCT
ap-7096	282	1	tribology	tribology	NOUN
ap-7096	282	2	transactions	transaction	NOUN
ap-7096	282	3	61(2):207	61(2):207	NOUN
ap-7096	282	4	–	–	PUNCT
ap-7096	282	5	219	219	NUM
ap-7096	282	6	,	,	PUNCT
ap-7096	282	7	2018	2018	NUM
ap-7096	282	8	.	.	PUNCT
ap-7096	283	1	https://doi.org/10.1080/10402004.2017.1290858	https://doi.org/10.1080/10402004.2017.1290858	X
ap-7096	283	2	.	.	PUNCT
ap-7096	284	1	[	[	X
ap-7096	284	2	29	29	NUM
ap-7096	284	3	]	]	X
ap-7096	284	4	m.	m.	NOUN
ap-7096	284	5	fan	fan	PROPN
ap-7096	284	6	,	,	PUNCT
ap-7096	284	7	l.	l.	PROPN
ap-7096	284	8	ma	ma	PROPN
ap-7096	284	9	,	,	PUNCT
ap-7096	284	10	c.	c.	PROPN
ap-7096	284	11	zhang	zhang	PROPN
ap-7096	284	12	,	,	PUNCT
ap-7096	284	13	et	et	PROPN
ap-7096	284	14	al	al	PROPN
ap-7096	284	15	.	.	PROPN
ap-7096	284	16	biobased	biobase	VERB
ap-7096	284	17	green	green	ADJ
ap-7096	284	18	lubricants	lubricant	NOUN
ap-7096	284	19	:	:	PUNCT
ap-7096	284	20	physicochemical	physicochemical	ADJ
ap-7096	284	21	,	,	PUNCT
ap-7096	284	22	tribological	tribological	ADJ
ap-7096	284	23	and	and	CCONJ
ap-7096	284	24	toxicological	toxicological	ADJ
ap-7096	284	25	properties	property	NOUN
ap-7096	284	26	of	of	ADP
ap-7096	284	27	fatty	fatty	NOUN
ap-7096	284	28	acid	acid	ADJ
ap-7096	284	29	ionic	ionic	ADJ
ap-7096	284	30	liquids	liquid	NOUN
ap-7096	284	31	.	.	PUNCT
ap-7096	285	1	tribology	tribology	NOUN
ap-7096	285	2	transactions	transaction	NOUN
ap-7096	285	3	61(2):195	61(2):195	ADJ
ap-7096	285	4	–	–	PUNCT
ap-7096	285	5	206	206	NUM
ap-7096	285	6	,	,	PUNCT
ap-7096	285	7	2018	2018	NUM
ap-7096	285	8	.	.	PUNCT
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ap-7096	287	2	30	30	NUM
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ap-7096	287	5	haykin	haykin	PROPN
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ap-7096	288	2	networks	network	NOUN
ap-7096	288	3	:	:	PUNCT
ap-7096	288	4	a	a	DET
ap-7096	288	5	comprehensive	comprehensive	ADJ
ap-7096	288	6	foundation	foundation	NOUN
ap-7096	288	7	.	.	PUNCT
ap-7096	289	1	macmillan	macmillan	PROPN
ap-7096	289	2	publishing	publishing	PROPN
ap-7096	289	3	,	,	PUNCT
ap-7096	289	4	new	new	PROPN
ap-7096	289	5	york	york	PROPN
ap-7096	289	6	,	,	PUNCT
ap-7096	289	7	1994	1994	NUM
ap-7096	289	8	.	.	PUNCT
ap-7096	290	1	[	[	X
ap-7096	290	2	31	31	NUM
ap-7096	290	3	]	]	X
ap-7096	290	4	c.	c.	PROPN
ap-7096	290	5	wang	wang	PROPN
ap-7096	290	6	,	,	PUNCT
ap-7096	290	7	b.	b.	PROPN
ap-7096	290	8	guo	guo	PROPN
ap-7096	290	9	,	,	PUNCT
ap-7096	290	10	d.	d.	PROPN
ap-7096	290	11	shan	shan	PROPN
ap-7096	290	12	.	.	PUNCT
ap-7096	291	1	friction	friction	NOUN
ap-7096	291	2	related	relate	VERB
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ap-7096	291	4	-	-	PUNCT
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ap-7096	291	7	microforming	microforme	VERB
ap-7096	291	8	a	a	DET
ap-7096	291	9	review	review	NOUN
ap-7096	291	10	.	.	PUNCT
ap-7096	292	1	manufacturing	manufacturing	NOUN
ap-7096	292	2	review	review	NOUN
ap-7096	292	3	1:23	1:23	NUM
ap-7096	292	4	,	,	PUNCT
ap-7096	292	5	2014	2014	NUM
ap-7096	292	6	.	.	PUNCT
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ap-7096	294	1	496	496	NUM
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ap-7096	294	4	https://doi.org/10.1016/j.wear.2011.02.020	https://doi.org/10.1016/j.wear.2011.02.020	NOUN
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ap-7096	295	1	https://doi.org/10.1109/tsmcb.2006.883430	https://doi.org/10.1109/tsmcb.2006.883430	PROPN
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ap-7096	295	3	https://doi.org/10.1108/00368791211249674	https://doi.org/10.1108/00368791211249674	NUM
ap-7096	295	4	https://doi.org/10.14311/ap.2020.60.0440	https://doi.org/10.14311/ap.2020.60.0440	PROPN
ap-7096	295	5	https://doi.org/10.14311/1538	https://doi.org/10.14311/1538	NOUN
ap-7096	295	6	https://doi.org/10.1080/10402004.2017.1290858	https://doi.org/10.1080/10402004.2017.1290858	ADP
ap-7096	295	7	https://doi.org/10.1080/10402004.2017.1290856	https://doi.org/10.1080/10402004.2017.1290856	NOUN
ap-7096	295	8	https://doi.org/10.1051/mfreview/2014022	https://doi.org/10.1051/mfreview/2014022	PROPN
ap-7096	295	9	acta	acta	PROPN
ap-7096	295	10	polytechnica	polytechnica	PROPN
ap-7096	295	11	61(3):489–496	61(3):489–496	PROPN
ap-7096	295	12	,	,	PUNCT
ap-7096	295	13	2021	2021	NUM
ap-7096	295	14	1	1	NUM
ap-7096	295	15	introduction	introduction	NOUN
ap-7096	295	16	2	2	NUM
ap-7096	295	17	material	material	NOUN
ap-7096	295	18	and	and	CCONJ
ap-7096	295	19	methods	method	NOUN
ap-7096	295	20	3	3	NUM
ap-7096	295	21	results	result	NOUN
ap-7096	295	22	and	and	CCONJ
ap-7096	295	23	discussion	discussion	NOUN
ap-7096	295	24	4	4	NUM
ap-7096	295	25	conclusions	conclusion	NOUN
ap-7096	295	26	references	reference	NOUN