id	sid	tid	token	lemma	pos
easat-3292	1	1	edelweiss	edelweiss	PROPN
easat-3292	1	2	applied	apply	VERB
easat-3292	1	3	science	science	NOUN
easat-3292	1	4	and	and	CCONJ
easat-3292	1	5	technology	technology	NOUN
easat-3292	1	6	issn	issn	PROPN
easat-3292	1	7	:	:	PUNCT
easat-3292	1	8	2576	2576	NUM
easat-3292	1	9	-	-	SYM
easat-3292	1	10	8484	8484	NUM
easat-3292	1	11	vol	vol	NOUN
easat-3292	1	12	.	.	PROPN
easat-3292	1	13	8	8	NUM
easat-3292	1	14	,	,	PUNCT
easat-3292	1	15	no	no	INTJ
easat-3292	1	16	.	.	NOUN
easat-3292	1	17	6	6	NUM
easat-3292	1	18	,	,	PUNCT
easat-3292	1	19	5957	5957	NUM
easat-3292	1	20	-	-	SYM
easat-3292	1	21	5970	5970	NUM
easat-3292	1	22	2024	2024	NUM
easat-3292	1	23	publisher	publisher	NOUN
easat-3292	1	24	:	:	PUNCT
easat-3292	1	25	learning	learn	VERB
easat-3292	1	26	gate	gate	NOUN
easat-3292	1	27	doi	doi	PROPN
easat-3292	1	28	:	:	PUNCT
easat-3292	1	29	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	1	30	©	©	ADP
easat-3292	1	31	2024	2024	NUM
easat-3292	1	32	by	by	ADP
easat-3292	1	33	the	the	DET
easat-3292	1	34	authors	author	NOUN
easat-3292	1	35	;	;	PUNCT
easat-3292	1	36	licensee	licensee	PROPN
easat-3292	1	37	learning	learning	NOUN
easat-3292	1	38	gate	gate	NOUN
easat-3292	1	39	©	©	PROPN
easat-3292	1	40	2024	2024	NUM
easat-3292	1	41	by	by	ADP
easat-3292	1	42	the	the	DET
easat-3292	1	43	authors	author	NOUN
easat-3292	1	44	;	;	PUNCT
easat-3292	1	45	licensee	licensee	PROPN
easat-3292	1	46	learning	learn	VERB
easat-3292	1	47	gate	gate	NOUN
easat-3292	1	48	*	*	PUNCT
easat-3292	1	49	correspondence	correspondence	NOUN
easat-3292	1	50	:	:	PUNCT
easat-3292	1	51	o.v.derevyanchuk@chnu.edu.ua	o.v.derevyanchuk@chnu.edu.ua	ADJ
easat-3292	1	52	investigation	investigation	NOUN
easat-3292	1	53	of	of	ADP
easat-3292	1	54	the	the	DET
easat-3292	1	55	statistical	statistical	ADJ
easat-3292	1	56	data	datum	NOUN
easat-3292	1	57	on	on	ADP
easat-3292	1	58	the	the	DET
easat-3292	1	59	technical	technical	ADJ
easat-3292	1	60	condition	condition	NOUN
easat-3292	1	61	of	of	ADP
easat-3292	1	62	brake	brake	NOUN
easat-3292	1	63	equipment	equipment	NOUN
easat-3292	1	64	components	component	NOUN
easat-3292	1	65	of	of	ADP
easat-3292	1	66	passenger	passenger	NOUN
easat-3292	1	67	carriages	carriage	NOUN
easat-3292	1	68	in	in	ADP
easat-3292	1	69	operation	operation	NOUN
easat-3292	1	70	vasyl	vasyl	NOUN
easat-3292	1	71	ravlyuk1	ravlyuk1	PROPN
easat-3292	1	72	,	,	PUNCT
easat-3292	1	73	yaroslav	yaroslav	PROPN
easat-3292	1	74	derevianchuk2	derevianchuk2	PROPN
easat-3292	1	75	,	,	PUNCT
easat-3292	1	76	oleksandr	oleksandr	PROPN
easat-3292	1	77	derevyanchuk3	derevyanchuk3	PROPN
easat-3292	1	78	*	*	PROPN
easat-3292	1	79	,	,	PUNCT
easat-3292	1	80	anna	anna	PROPN
easat-3292	1	81	krychun4	krychun4	PROPN
easat-3292	1	82	,	,	PUNCT
easat-3292	1	83	hanna	hanna	PROPN
easat-3292	1	84	kravchenko5	kravchenko5	PROPN
easat-3292	2	1	1,2department	1,2department	NUM
easat-3292	2	2	of	of	ADP
easat-3292	2	3	wagon	wagon	NOUN
easat-3292	2	4	engineering	engineering	NOUN
easat-3292	2	5	and	and	CCONJ
easat-3292	2	6	product	product	NOUN
easat-3292	2	7	quality	quality	NOUN
easat-3292	2	8	,	,	PUNCT
easat-3292	2	9	ukrainian	ukrainian	ADJ
easat-3292	2	10	state	state	PROPN
easat-3292	2	11	university	university	PROPN
easat-3292	2	12	of	of	ADP
easat-3292	2	13	railway	railway	NOUN
easat-3292	2	14	transport	transport	NOUN
easat-3292	2	15	,	,	PUNCT
easat-3292	2	16	feuerbach	feuerbach	ADV
easat-3292	2	17	square	square	PROPN
easat-3292	2	18	7	7	NUM
easat-3292	2	19	,	,	PUNCT
easat-3292	2	20	61050	61050	NUM
easat-3292	2	21	kharkiv	kharkiv	PROPN
easat-3292	2	22	,	,	PUNCT
easat-3292	2	23	ukraine	ukraine	NOUN
easat-3292	2	24	;	;	PUNCT
easat-3292	2	25	alyonalovskaya.vagons@gmail.com	alyonalovskaya.vagons@gmail.com	X
easat-3292	2	26	(	(	PUNCT
easat-3292	2	27	v.r	v.r	PROPN
easat-3292	2	28	.	.	PUNCT
easat-3292	2	29	)	)	PUNCT
easat-3292	3	1	ravvg@kart.edu.ua	ravvg@kart.edu.ua	NOUN
easat-3292	3	2	(	(	PUNCT
easat-3292	3	3	y.d	y.d	PROPN
easat-3292	3	4	.	.	PROPN
easat-3292	3	5	)	)	PUNCT
easat-3292	3	6	.	.	PUNCT
easat-3292	4	1	3,4yuriy	3,4yuriy	PROPN
easat-3292	4	2	fedkovych	fedkovych	PROPN
easat-3292	4	3	chernivtsi	chernivtsi	PROPN
easat-3292	4	4	national	national	PROPN
easat-3292	4	5	university	university	PROPN
easat-3292	4	6	,	,	PUNCT
easat-3292	4	7	58012	58012	NUM
easat-3292	4	8	,	,	PUNCT
easat-3292	4	9	chernivtsi	chernivtsi	NOUN
easat-3292	4	10	,	,	PUNCT
easat-3292	4	11	ukraine	ukraine	NOUN
easat-3292	4	12	;	;	PUNCT
easat-3292	4	13	o.v.derevyanchuk@chnu.edu.ua	o.v.derevyanchuk@chnu.edu.ua	PROPN
easat-3292	4	14	(	(	PUNCT
easat-3292	4	15	o.d	o.d	PROPN
easat-3292	4	16	.	.	PROPN
easat-3292	4	17	)	)	PUNCT
easat-3292	5	1	a.krychun@chnu.edu.ua	a.krychun@chnu.edu.ua	PROPN
easat-3292	5	2	(	(	PUNCT
easat-3292	5	3	a.k	a.k	PROPN
easat-3292	5	4	.	.	PROPN
easat-3292	5	5	)	)	PUNCT
easat-3292	5	6	.	.	PUNCT
easat-3292	6	1	5high	5high	NUM
easat-3292	6	2	state	state	NOUN
easat-3292	6	3	educational	educational	ADJ
easat-3292	6	4	establishment	establishment	NOUN
easat-3292	6	5	"	"	PUNCT
easat-3292	6	6	chernivtsi	chernivtsi	PROPN
easat-3292	6	7	transport	transport	PROPN
easat-3292	6	8	college	college	NOUN
easat-3292	6	9	"	"	PUNCT
easat-3292	6	10	,	,	PUNCT
easat-3292	6	11	58000	58000	NUM
easat-3292	6	12	,	,	PUNCT
easat-3292	6	13	chernivtsi	chernivtsi	NOUN
easat-3292	6	14	,	,	PUNCT
easat-3292	6	15	ukraine	ukraine	NOUN
easat-3292	6	16	;	;	PUNCT
easat-3292	6	17	hannakravchenko81@gmail.com	hannakravchenko81@gmail.com	X
easat-3292	6	18	(	(	PUNCT
easat-3292	6	19	h.k	h.k	PROPN
easat-3292	6	20	.	.	PROPN
easat-3292	6	21	)	)	PUNCT
easat-3292	6	22	.	.	PUNCT
easat-3292	7	1	abstract	abstract	ADV
easat-3292	7	2	:	:	PUNCT
easat-3292	7	3	in	in	ADP
easat-3292	7	4	the	the	DET
easat-3292	7	5	article	article	NOUN
easat-3292	7	6	,	,	PUNCT
easat-3292	7	7	a	a	DET
easat-3292	7	8	study	study	NOUN
easat-3292	7	9	was	be	AUX
easat-3292	7	10	conducted	conduct	VERB
easat-3292	7	11	on	on	ADP
easat-3292	7	12	improving	improve	VERB
easat-3292	7	13	the	the	DET
easat-3292	7	14	efficiency	efficiency	NOUN
easat-3292	7	15	of	of	ADP
easat-3292	7	16	braking	brake	VERB
easat-3292	7	17	systems	system	NOUN
easat-3292	7	18	in	in	ADP
easat-3292	7	19	railway	railway	NOUN
easat-3292	7	20	transport	transport	NOUN
easat-3292	7	21	.	.	PUNCT
easat-3292	8	1	based	base	VERB
easat-3292	8	2	on	on	ADP
easat-3292	8	3	the	the	DET
easat-3292	8	4	information	information	NOUN
easat-3292	8	5	obtained	obtain	VERB
easat-3292	8	6	regarding	regard	VERB
easat-3292	8	7	the	the	DET
easat-3292	8	8	maintenance	maintenance	NOUN
easat-3292	8	9	of	of	ADP
easat-3292	8	10	passenger	passenger	NOUN
easat-3292	8	11	cars	car	NOUN
easat-3292	8	12	,	,	PUNCT
easat-3292	8	13	an	an	DET
easat-3292	8	14	analysis	analysis	NOUN
easat-3292	8	15	of	of	ADP
easat-3292	8	16	brake	brake	NOUN
easat-3292	8	17	equipment	equipment	NOUN
easat-3292	8	18	component	component	NOUN
easat-3292	8	19	failures	failure	NOUN
easat-3292	8	20	was	be	AUX
easat-3292	8	21	performed	perform	VERB
easat-3292	8	22	.	.	PUNCT
easat-3292	9	1	key	key	ADJ
easat-3292	9	2	trends	trend	NOUN
easat-3292	9	3	and	and	CCONJ
easat-3292	9	4	factors	factor	NOUN
easat-3292	9	5	determining	determine	VERB
easat-3292	9	6	brake	brake	NOUN
easat-3292	9	7	equipment	equipment	NOUN
easat-3292	9	8	component	component	NOUN
easat-3292	9	9	failures	failure	NOUN
easat-3292	9	10	were	be	AUX
easat-3292	9	11	identified	identify	VERB
easat-3292	9	12	from	from	ADP
easat-3292	9	13	the	the	DET
easat-3292	9	14	collected	collect	VERB
easat-3292	9	15	statistical	statistical	ADJ
easat-3292	9	16	data	datum	NOUN
easat-3292	9	17	for	for	ADP
easat-3292	9	18	the	the	DET
easat-3292	9	19	reporting	reporting	NOUN
easat-3292	9	20	period	period	NOUN
easat-3292	9	21	.	.	PUNCT
easat-3292	10	1	the	the	DET
easat-3292	10	2	main	main	ADJ
easat-3292	10	3	brake	brake	NOUN
easat-3292	10	4	equipment	equipment	NOUN
easat-3292	10	5	components	component	NOUN
easat-3292	10	6	with	with	ADP
easat-3292	10	7	the	the	DET
easat-3292	10	8	highest	high	ADJ
easat-3292	10	9	number	number	NOUN
easat-3292	10	10	of	of	ADP
easat-3292	10	11	failures	failure	NOUN
easat-3292	10	12	were	be	AUX
easat-3292	10	13	highlighted	highlight	VERB
easat-3292	10	14	.	.	PUNCT
easat-3292	11	1	it	it	PRON
easat-3292	11	2	was	be	AUX
easat-3292	11	3	established	establish	VERB
easat-3292	11	4	that	that	SCONJ
easat-3292	11	5	a	a	DET
easat-3292	11	6	significant	significant	ADJ
easat-3292	11	7	portion	portion	NOUN
easat-3292	11	8	of	of	ADP
easat-3292	11	9	transport	transport	NOUN
easat-3292	11	10	incidents	incident	NOUN
easat-3292	11	11	due	due	ADJ
easat-3292	11	12	to	to	ADP
easat-3292	11	13	brake	brake	NOUN
easat-3292	11	14	failures	failure	NOUN
easat-3292	11	15	in	in	ADP
easat-3292	11	16	passenger	passenger	NOUN
easat-3292	11	17	cars	car	NOUN
easat-3292	11	18	occurs	occur	VERB
easat-3292	11	19	during	during	ADP
easat-3292	11	20	operation	operation	NOUN
easat-3292	11	21	,	,	PUNCT
easat-3292	11	22	negatively	negatively	ADV
easat-3292	11	23	impacting	impact	VERB
easat-3292	11	24	traffic	traffic	NOUN
easat-3292	11	25	safety	safety	NOUN
easat-3292	11	26	.	.	PUNCT
easat-3292	12	1	the	the	DET
easat-3292	12	2	collected	collect	VERB
easat-3292	12	3	data	datum	NOUN
easat-3292	12	4	on	on	ADP
easat-3292	12	5	the	the	DET
easat-3292	12	6	failures	failure	NOUN
easat-3292	12	7	of	of	ADP
easat-3292	12	8	electropneumatic	electropneumatic	ADJ
easat-3292	12	9	distributors	distributor	NOUN
easat-3292	12	10	in	in	ADP
easat-3292	12	11	passenger	passenger	NOUN
easat-3292	12	12	cars	car	NOUN
easat-3292	12	13	were	be	AUX
easat-3292	12	14	systematized	systematize	VERB
easat-3292	12	15	using	use	VERB
easat-3292	12	16	the	the	DET
easat-3292	12	17	specialized	specialized	ADJ
easat-3292	12	18	software	software	NOUN
easat-3292	12	19	package	package	NOUN
easat-3292	12	20	"	"	PUNCT
easat-3292	12	21	statistika	statistika	NOUN
easat-3292	12	22	"	"	PUNCT
easat-3292	12	23	.	.	PUNCT
easat-3292	13	1	the	the	DET
easat-3292	13	2	research	research	NOUN
easat-3292	13	3	established	establish	VERB
easat-3292	13	4	that	that	SCONJ
easat-3292	13	5	seasonal	seasonal	ADJ
easat-3292	13	6	factors	factor	NOUN
easat-3292	13	7	influence	influence	VERB
easat-3292	13	8	the	the	DET
easat-3292	13	9	total	total	ADJ
easat-3292	13	10	number	number	NOUN
easat-3292	13	11	of	of	ADP
easat-3292	13	12	failures	failure	NOUN
easat-3292	13	13	.	.	PUNCT
easat-3292	14	1	a	a	DET
easat-3292	14	2	diagnostic	diagnostic	ADJ
easat-3292	14	3	system	system	NOUN
easat-3292	14	4	for	for	ADP
easat-3292	14	5	the	the	DET
easat-3292	14	6	braking	brake	VERB
easat-3292	14	7	equipment	equipment	NOUN
easat-3292	14	8	of	of	ADP
easat-3292	14	9	passenger	passenger	NOUN
easat-3292	14	10	trains	train	NOUN
easat-3292	14	11	was	be	AUX
easat-3292	14	12	proposed	propose	VERB
easat-3292	14	13	to	to	PART
easat-3292	14	14	ensure	ensure	VERB
easat-3292	14	15	traffic	traffic	NOUN
easat-3292	14	16	safety	safety	NOUN
easat-3292	14	17	.	.	PUNCT
easat-3292	15	1	the	the	DET
easat-3292	15	2	diagnostic	diagnostic	ADJ
easat-3292	15	3	system	system	NOUN
easat-3292	15	4	allows	allow	VERB
easat-3292	15	5	for	for	ADP
easat-3292	15	6	the	the	DET
easat-3292	15	7	construction	construction	NOUN
easat-3292	15	8	and	and	CCONJ
easat-3292	15	9	analysis	analysis	NOUN
easat-3292	15	10	of	of	ADP
easat-3292	15	11	mathematical	mathematical	ADJ
easat-3292	15	12	models	model	NOUN
easat-3292	15	13	that	that	PRON
easat-3292	15	14	describe	describe	VERB
easat-3292	15	15	the	the	DET
easat-3292	15	16	operational	operational	ADJ
easat-3292	15	17	state	state	NOUN
easat-3292	15	18	of	of	ADP
easat-3292	15	19	the	the	DET
easat-3292	15	20	braking	brake	VERB
easat-3292	15	21	equipment	equipment	NOUN
easat-3292	15	22	of	of	ADP
easat-3292	15	23	passenger	passenger	NOUN
easat-3292	15	24	rolling	rolling	NOUN
easat-3292	15	25	stock	stock	NOUN
easat-3292	15	26	as	as	ADP
easat-3292	15	27	a	a	DET
easat-3292	15	28	whole	whole	NOUN
easat-3292	15	29	.	.	PUNCT
easat-3292	16	1	the	the	DET
easat-3292	16	2	diagnostic	diagnostic	ADJ
easat-3292	16	3	system	system	NOUN
easat-3292	16	4	enhances	enhance	VERB
easat-3292	16	5	the	the	DET
easat-3292	16	6	reliability	reliability	NOUN
easat-3292	16	7	of	of	ADP
easat-3292	16	8	brake	brake	NOUN
easat-3292	16	9	operation	operation	NOUN
easat-3292	16	10	,	,	PUNCT
easat-3292	16	11	monitors	monitor	VERB
easat-3292	16	12	air	air	NOUN
easat-3292	16	13	pressure	pressure	NOUN
easat-3292	16	14	in	in	ADP
easat-3292	16	15	the	the	DET
easat-3292	16	16	brake	brake	NOUN
easat-3292	16	17	line	line	NOUN
easat-3292	16	18	,	,	PUNCT
easat-3292	16	19	ensures	ensure	VERB
easat-3292	16	20	the	the	DET
easat-3292	16	21	interrepair	interrepair	ADJ
easat-3292	16	22	periods	period	NOUN
easat-3292	16	23	of	of	ADP
easat-3292	16	24	passenger	passenger	NOUN
easat-3292	16	25	car	car	NOUN
easat-3292	16	26	components	component	NOUN
easat-3292	16	27	,	,	PUNCT
easat-3292	16	28	and	and	CCONJ
easat-3292	16	29	reduces	reduce	VERB
easat-3292	16	30	the	the	DET
easat-3292	16	31	time	time	NOUN
easat-3292	16	32	required	require	VERB
easat-3292	16	33	to	to	PART
easat-3292	16	34	detect	detect	VERB
easat-3292	16	35	failures	failure	NOUN
easat-3292	16	36	both	both	CCONJ
easat-3292	16	37	en	en	ADP
easat-3292	16	38	route	route	NOUN
easat-3292	16	39	and	and	CCONJ
easat-3292	16	40	during	during	ADP
easat-3292	16	41	train	train	NOUN
easat-3292	16	42	stops	stop	NOUN
easat-3292	16	43	.	.	PUNCT
easat-3292	17	1	recommendations	recommendation	NOUN
easat-3292	17	2	for	for	ADP
easat-3292	17	3	diagnosing	diagnose	VERB
easat-3292	17	4	the	the	DET
easat-3292	17	5	braking	brake	VERB
easat-3292	17	6	system	system	NOUN
easat-3292	17	7	of	of	ADP
easat-3292	17	8	passenger	passenger	NOUN
easat-3292	17	9	trains	train	NOUN
easat-3292	17	10	were	be	AUX
easat-3292	17	11	developed	develop	VERB
easat-3292	17	12	for	for	ADP
easat-3292	17	13	continuous	continuous	ADJ
easat-3292	17	14	inspection	inspection	NOUN
easat-3292	17	15	and	and	CCONJ
easat-3292	17	16	timely	timely	ADJ
easat-3292	17	17	identification	identification	NOUN
easat-3292	17	18	of	of	ADP
easat-3292	17	19	failures	failure	NOUN
easat-3292	17	20	.	.	PUNCT
easat-3292	18	1	their	their	PRON
easat-3292	18	2	application	application	NOUN
easat-3292	18	3	will	will	AUX
easat-3292	18	4	enable	enable	VERB
easat-3292	18	5	the	the	DET
easat-3292	18	6	prediction	prediction	NOUN
easat-3292	18	7	of	of	ADP
easat-3292	18	8	the	the	DET
easat-3292	18	9	lifespan	lifespan	NOUN
easat-3292	18	10	of	of	ADP
easat-3292	18	11	pneumatic	pneumatic	ADJ
easat-3292	18	12	and	and	CCONJ
easat-3292	18	13	electro	electro	ADJ
easat-3292	18	14	-	-	PUNCT
easat-3292	18	15	pneumatic	pneumatic	ADJ
easat-3292	18	16	system	system	NOUN
easat-3292	18	17	components	component	NOUN
easat-3292	18	18	in	in	ADP
easat-3292	18	19	passenger	passenger	NOUN
easat-3292	18	20	cars	car	NOUN
easat-3292	18	21	,	,	PUNCT
easat-3292	18	22	ensure	ensure	VERB
easat-3292	18	23	the	the	DET
easat-3292	18	24	inter	inter	ADJ
easat-3292	18	25	-	-	ADJ
easat-3292	18	26	repair	repair	ADJ
easat-3292	18	27	operational	operational	ADJ
easat-3292	18	28	periods	period	NOUN
easat-3292	18	29	of	of	ADP
easat-3292	18	30	cars	car	NOUN
easat-3292	18	31	based	base	VERB
easat-3292	18	32	on	on	ADP
easat-3292	18	33	their	their	PRON
easat-3292	18	34	current	current	ADJ
easat-3292	18	35	technical	technical	ADJ
easat-3292	18	36	condition	condition	NOUN
easat-3292	18	37	,	,	PUNCT
easat-3292	18	38	and	and	CCONJ
easat-3292	18	39	enhance	enhance	VERB
easat-3292	18	40	traffic	traffic	NOUN
easat-3292	18	41	safety	safety	NOUN
easat-3292	18	42	in	in	ADP
easat-3292	18	43	railway	railway	NOUN
easat-3292	18	44	transport	transport	NOUN
easat-3292	18	45	.	.	PUNCT
easat-3292	19	1	keywords	keyword	NOUN
easat-3292	19	2	:	:	PUNCT
easat-3292	19	3	braking	brake	VERB
easat-3292	19	4	system	system	NOUN
easat-3292	19	5	,	,	PUNCT
easat-3292	19	6	control	control	NOUN
easat-3292	19	7	,	,	PUNCT
easat-3292	19	8	diagnostics	diagnostic	NOUN
easat-3292	19	9	,	,	PUNCT
easat-3292	19	10	equipment	equipment	NOUN
easat-3292	19	11	,	,	PUNCT
easat-3292	19	12	failure	failure	NOUN
easat-3292	19	13	,	,	PUNCT
easat-3292	19	14	passenger	passenger	NOUN
easat-3292	19	15	car	car	NOUN
easat-3292	19	16	,	,	PUNCT
easat-3292	19	17	transport	transport	NOUN
easat-3292	19	18	engineering	engineering	NOUN
easat-3292	19	19	.	.	PUNCT
easat-3292	20	1	1	1	X
easat-3292	20	2	.	.	X
easat-3292	20	3	introduction	introduction	NOUN
easat-3292	20	4	to	to	PART
easat-3292	20	5	ensure	ensure	VERB
easat-3292	20	6	the	the	DET
easat-3292	20	7	effective	effective	ADJ
easat-3292	20	8	operation	operation	NOUN
easat-3292	20	9	of	of	ADP
easat-3292	20	10	jsc	jsc	PROPN
easat-3292	20	11	"	"	PUNCT
easat-3292	20	12	ukrzaliznytsia	ukrzaliznytsia	PROPN
easat-3292	20	13	"	"	PUNCT
easat-3292	20	14	,	,	PUNCT
easat-3292	20	15	it	it	PRON
easat-3292	20	16	is	be	AUX
easat-3292	20	17	necessary	necessary	ADJ
easat-3292	20	18	to	to	PART
easat-3292	20	19	implement	implement	VERB
easat-3292	20	20	progressive	progressive	ADJ
easat-3292	20	21	solutions	solution	NOUN
easat-3292	20	22	aimed	aim	VERB
easat-3292	20	23	at	at	ADP
easat-3292	20	24	high	high	ADJ
easat-3292	20	25	-	-	PUNCT
easat-3292	20	26	quality	quality	NOUN
easat-3292	20	27	passenger	passenger	NOUN
easat-3292	20	28	transportation	transportation	NOUN
easat-3292	20	29	by	by	ADP
easat-3292	20	30	rail	rail	NOUN
easat-3292	20	31	and	and	CCONJ
easat-3292	20	32	ensuring	ensure	VERB
easat-3292	20	33	traffic	traffic	NOUN
easat-3292	20	34	safety	safety	NOUN
easat-3292	21	1	[	[	X
easat-3292	21	2	1	1	NUM
easat-3292	21	3	-	-	SYM
easat-3292	21	4	4	4	NUM
easat-3292	21	5	]	]	PUNCT
easat-3292	21	6	.	.	PUNCT
easat-3292	22	1	therefore	therefore	ADV
easat-3292	22	2	,	,	PUNCT
easat-3292	22	3	special	special	ADJ
easat-3292	22	4	attention	attention	NOUN
easat-3292	22	5	should	should	AUX
easat-3292	22	6	be	be	AUX
easat-3292	22	7	paid	pay	VERB
easat-3292	22	8	to	to	ADP
easat-3292	22	9	the	the	DET
easat-3292	22	10	braking	brake	VERB
easat-3292	22	11	system	system	NOUN
easat-3292	22	12	of	of	ADP
easat-3292	22	13	passenger	passenger	NOUN
easat-3292	22	14	rolling	rolling	NOUN
easat-3292	22	15	stock	stock	NOUN
easat-3292	22	16	,	,	PUNCT
easat-3292	22	17	as	as	SCONJ
easat-3292	22	18	it	it	PRON
easat-3292	22	19	is	be	AUX
easat-3292	22	20	one	one	NUM
easat-3292	22	21	of	of	ADP
easat-3292	22	22	the	the	DET
easat-3292	22	23	most	most	ADV
easat-3292	22	24	critical	critical	ADJ
easat-3292	22	25	components	component	NOUN
easat-3292	22	26	for	for	ADP
easat-3292	22	27	its	its	PRON
easat-3292	22	28	operation	operation	NOUN
easat-3292	22	29	.	.	PUNCT
easat-3292	23	1	the	the	DET
easat-3292	23	2	maintenance	maintenance	NOUN
easat-3292	23	3	and	and	CCONJ
easat-3292	23	4	repair	repair	NOUN
easat-3292	23	5	system	system	NOUN
easat-3292	23	6	for	for	ADP
easat-3292	23	7	wagons	wagon	NOUN
easat-3292	23	8	is	be	AUX
easat-3292	23	9	designed	design	VERB
easat-3292	23	10	to	to	PART
easat-3292	23	11	avoid	avoid	VERB
easat-3292	23	12	forced	force	VERB
easat-3292	23	13	train	train	NOUN
easat-3292	23	14	stops	stop	NOUN
easat-3292	23	15	en	en	ADP
easat-3292	23	16	route	route	NOUN
easat-3292	23	17	.	.	PUNCT
easat-3292	24	1	all	all	DET
easat-3292	24	2	malfunctions	malfunction	NOUN
easat-3292	24	3	must	must	AUX
easat-3292	24	4	be	be	AUX
easat-3292	24	5	detected	detect	VERB
easat-3292	24	6	and	and	CCONJ
easat-3292	24	7	eliminated	eliminate	VERB
easat-3292	24	8	at	at	ADP
easat-3292	24	9	maintenance	maintenance	NOUN
easat-3292	24	10	points	point	NOUN
easat-3292	24	11	.	.	PUNCT
easat-3292	25	1	every	every	DET
easat-3292	25	2	day	day	NOUN
easat-3292	25	3	,	,	PUNCT
easat-3292	25	4	a	a	DET
easat-3292	25	5	significant	significant	ADJ
easat-3292	25	6	number	number	NOUN
easat-3292	25	7	of	of	ADP
easat-3292	25	8	trains	train	NOUN
easat-3292	25	9	pass	pass	VERB
easat-3292	25	10	through	through	ADP
easat-3292	25	11	warranty	warranty	NOUN
easat-3292	25	12	sections	section	NOUN
easat-3292	25	13	,	,	PUNCT
easat-3292	25	14	and	and	CCONJ
easat-3292	25	15	various	various	ADJ
easat-3292	25	16	malfunctions	malfunction	NOUN
easat-3292	25	17	can	can	AUX
easat-3292	25	18	occur	occur	VERB
easat-3292	25	19	during	during	ADP
easat-3292	25	20	this	this	DET
easat-3292	25	21	process	process	NOUN
easat-3292	25	22	.	.	PUNCT
easat-3292	26	1	failures	failure	NOUN
easat-3292	26	2	and	and	CCONJ
easat-3292	26	3	malfunctions	malfunction	NOUN
easat-3292	26	4	of	of	ADP
easat-3292	26	5	wagon	wagon	NOUN
easat-3292	26	6	components	component	NOUN
easat-3292	26	7	that	that	PRON
easat-3292	26	8	lead	lead	VERB
easat-3292	26	9	to	to	PART
easat-3292	26	10	train	train	VERB
easat-3292	26	11	delays	delay	NOUN
easat-3292	26	12	beyond	beyond	ADP
easat-3292	26	13	the	the	DET
easat-3292	26	14	established	establish	VERB
easat-3292	26	15	norm	norm	NOUN
easat-3292	26	16	or	or	CCONJ
easat-3292	26	17	stop	stop	VERB
easat-3292	26	18	it	it	PRON
easat-3292	26	19	en	en	ADV
easat-3292	26	20	route	route	NOUN
easat-3292	26	21	affect	affect	VERB
easat-3292	26	22	the	the	DET
easat-3292	26	23	transportation	transportation	NOUN
easat-3292	26	24	process	process	NOUN
easat-3292	26	25	.	.	PUNCT
easat-3292	27	1	one	one	NUM
easat-3292	27	2	such	such	ADJ
easat-3292	27	3	component	component	NOUN
easat-3292	27	4	of	of	ADP
easat-3292	27	5	a	a	DET
easat-3292	27	6	passenger	passenger	NOUN
easat-3292	27	7	wagon	wagon	NOUN
easat-3292	27	8	is	be	AUX
easat-3292	27	9	the	the	DET
easat-3292	27	10	braking	brake	VERB
easat-3292	27	11	equipment	equipment	NOUN
easat-3292	27	12	[	[	X
easat-3292	27	13	5	5	NUM
easat-3292	27	14	,	,	PUNCT
easat-3292	27	15	6	6	NUM
easat-3292	27	16	]	]	PUNCT
easat-3292	27	17	.	.	PUNCT
easat-3292	28	1	5958	5958	NUM
easat-3292	28	2	edelweiss	edelweiss	PROPN
easat-3292	28	3	applied	apply	VERB
easat-3292	28	4	science	science	NOUN
easat-3292	28	5	and	and	CCONJ
easat-3292	28	6	technology	technology	NOUN
easat-3292	28	7	issn	issn	PROPN
easat-3292	28	8	:	:	PUNCT
easat-3292	28	9	2576	2576	NUM
easat-3292	28	10	-	-	SYM
easat-3292	28	11	8484	8484	NUM
easat-3292	28	12	vol	vol	NOUN
easat-3292	28	13	.	.	PROPN
easat-3292	28	14	8	8	NUM
easat-3292	28	15	,	,	PUNCT
easat-3292	28	16	no	no	INTJ
easat-3292	28	17	.	.	NOUN
easat-3292	29	1	6	6	NUM
easat-3292	29	2	:	:	SYM
easat-3292	29	3	5957	5957	NUM
easat-3292	29	4	-	-	SYM
easat-3292	29	5	5970	5970	NUM
easat-3292	29	6	,	,	PUNCT
easat-3292	29	7	2024	2024	NUM
easat-3292	29	8	doi	doi	NOUN
easat-3292	29	9	:	:	PUNCT
easat-3292	29	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	29	11	©	©	ADP
easat-3292	29	12	2024	2024	NUM
easat-3292	29	13	by	by	ADP
easat-3292	29	14	the	the	DET
easat-3292	29	15	authors	author	NOUN
easat-3292	29	16	;	;	PUNCT
easat-3292	29	17	licensee	licensee	PROPN
easat-3292	29	18	learning	learning	NOUN
easat-3292	29	19	gate	gate	VERB
easat-3292	29	20	the	the	DET
easat-3292	29	21	braking	brake	VERB
easat-3292	29	22	equipment	equipment	NOUN
easat-3292	29	23	of	of	ADP
easat-3292	29	24	passenger	passenger	NOUN
easat-3292	29	25	wagons	wagon	NOUN
easat-3292	29	26	plays	play	VERB
easat-3292	29	27	a	a	DET
easat-3292	29	28	critical	critical	ADJ
easat-3292	29	29	role	role	NOUN
easat-3292	29	30	in	in	ADP
easat-3292	29	31	ensuring	ensure	VERB
easat-3292	29	32	traffic	traffic	NOUN
easat-3292	29	33	safety	safety	NOUN
easat-3292	29	34	and	and	CCONJ
easat-3292	29	35	passenger	passenger	NOUN
easat-3292	29	36	comfort	comfort	NOUN
easat-3292	29	37	during	during	ADP
easat-3292	29	38	rail	rail	NOUN
easat-3292	29	39	transportation	transportation	NOUN
easat-3292	29	40	.	.	PUNCT
easat-3292	30	1	it	it	PRON
easat-3292	30	2	is	be	AUX
easat-3292	30	3	responsible	responsible	ADJ
easat-3292	30	4	for	for	ADP
easat-3292	30	5	the	the	DET
easat-3292	30	6	effective	effective	ADJ
easat-3292	30	7	stopping	stopping	NOUN
easat-3292	30	8	of	of	ADP
easat-3292	30	9	the	the	DET
easat-3292	30	10	train	train	NOUN
easat-3292	30	11	under	under	ADP
easat-3292	30	12	various	various	ADJ
easat-3292	30	13	operating	operating	NOUN
easat-3292	30	14	conditions	condition	NOUN
easat-3292	30	15	,	,	PUNCT
easat-3292	30	16	including	include	VERB
easat-3292	30	17	both	both	CCONJ
easat-3292	30	18	normal	normal	ADJ
easat-3292	30	19	and	and	CCONJ
easat-3292	30	20	emergency	emergency	NOUN
easat-3292	30	21	situations	situation	NOUN
easat-3292	30	22	.	.	PUNCT
easat-3292	31	1	effective	effective	ADJ
easat-3292	31	2	operation	operation	NOUN
easat-3292	31	3	and	and	CCONJ
easat-3292	31	4	timely	timely	ADJ
easat-3292	31	5	maintenance	maintenance	NOUN
easat-3292	31	6	of	of	ADP
easat-3292	31	7	the	the	DET
easat-3292	31	8	braking	brake	VERB
easat-3292	31	9	system	system	NOUN
easat-3292	31	10	are	be	AUX
easat-3292	31	11	key	key	ADJ
easat-3292	31	12	to	to	ADP
easat-3292	31	13	the	the	DET
easat-3292	31	14	reliability	reliability	NOUN
easat-3292	31	15	of	of	ADP
easat-3292	31	16	passenger	passenger	NOUN
easat-3292	31	17	wagons	wagon	NOUN
easat-3292	31	18	,	,	PUNCT
easat-3292	31	19	as	as	ADV
easat-3292	31	20	well	well	ADV
easat-3292	31	21	as	as	ADP
easat-3292	31	22	the	the	DET
easat-3292	31	23	preservation	preservation	NOUN
easat-3292	31	24	of	of	ADP
easat-3292	31	25	the	the	DET
easat-3292	31	26	lives	life	NOUN
easat-3292	31	27	and	and	CCONJ
easat-3292	31	28	health	health	NOUN
easat-3292	31	29	of	of	ADP
easat-3292	31	30	passengers	passenger	NOUN
easat-3292	31	31	and	and	CCONJ
easat-3292	31	32	railway	railway	NOUN
easat-3292	31	33	personnel	personnel	NOUN
easat-3292	31	34	.	.	PUNCT
easat-3292	32	1	ensuring	ensure	VERB
easat-3292	32	2	the	the	DET
easat-3292	32	3	reliable	reliable	ADJ
easat-3292	32	4	operation	operation	NOUN
easat-3292	32	5	of	of	ADP
easat-3292	32	6	the	the	DET
easat-3292	32	7	braking	brake	VERB
easat-3292	32	8	system	system	NOUN
easat-3292	32	9	during	during	ADP
easat-3292	32	10	the	the	DET
easat-3292	32	11	operation	operation	NOUN
easat-3292	32	12	of	of	ADP
easat-3292	32	13	passenger	passenger	NOUN
easat-3292	32	14	trains	train	NOUN
easat-3292	32	15	is	be	AUX
easat-3292	32	16	one	one	NUM
easat-3292	32	17	of	of	ADP
easat-3292	32	18	the	the	DET
easat-3292	32	19	main	main	ADJ
easat-3292	32	20	tasks	task	NOUN
easat-3292	32	21	of	of	ADP
easat-3292	32	22	the	the	DET
easat-3292	32	23	wagon	wagon	NOUN
easat-3292	32	24	maintenance	maintenance	NOUN
easat-3292	32	25	and	and	CCONJ
easat-3292	32	26	repair	repair	NOUN
easat-3292	32	27	system	system	NOUN
easat-3292	32	28	.	.	PUNCT
easat-3292	33	1	to	to	PART
easat-3292	33	2	prevent	prevent	VERB
easat-3292	33	3	braking	brake	VERB
easat-3292	33	4	system	system	NOUN
easat-3292	33	5	malfunctions	malfunction	NOUN
easat-3292	33	6	,	,	PUNCT
easat-3292	33	7	it	it	PRON
easat-3292	33	8	is	be	AUX
easat-3292	33	9	necessary	necessary	ADJ
easat-3292	33	10	to	to	PART
easat-3292	33	11	create	create	VERB
easat-3292	33	12	an	an	DET
easat-3292	33	13	onboard	onboard	ADJ
easat-3292	33	14	system	system	NOUN
easat-3292	33	15	for	for	ADP
easat-3292	33	16	passenger	passenger	NOUN
easat-3292	33	17	wagons	wagon	NOUN
easat-3292	33	18	that	that	PRON
easat-3292	33	19	allows	allow	VERB
easat-3292	33	20	diagnosing	diagnose	VERB
easat-3292	33	21	the	the	DET
easat-3292	33	22	air	air	NOUN
easat-3292	33	23	distributor	distributor	NOUN
easat-3292	33	24	,	,	PUNCT
easat-3292	33	25	electro	electro	ADJ
easat-3292	33	26	-	-	PUNCT
easat-3292	33	27	pneumatic	pneumatic	ADJ
easat-3292	33	28	distributor	distributor	NOUN
easat-3292	33	29	,	,	PUNCT
easat-3292	33	30	and	and	CCONJ
easat-3292	33	31	other	other	ADJ
easat-3292	33	32	brake	brake	NOUN
easat-3292	33	33	elements	element	NOUN
easat-3292	33	34	en	en	ADP
easat-3292	33	35	route	route	NOUN
easat-3292	33	36	.	.	PUNCT
easat-3292	34	1	timely	timely	ADJ
easat-3292	34	2	detection	detection	NOUN
easat-3292	34	3	of	of	ADP
easat-3292	34	4	faulty	faulty	ADJ
easat-3292	34	5	elements	element	NOUN
easat-3292	34	6	of	of	ADP
easat-3292	34	7	the	the	DET
easat-3292	34	8	wagon	wagon	NOUN
easat-3292	34	9	’s	’s	PART
easat-3292	34	10	braking	brake	VERB
easat-3292	34	11	system	system	NOUN
easat-3292	34	12	allows	allow	VERB
easat-3292	34	13	for	for	ADP
easat-3292	34	14	measures	measure	NOUN
easat-3292	34	15	to	to	PART
easat-3292	34	16	improve	improve	VERB
easat-3292	34	17	the	the	DET
easat-3292	34	18	uninterrupted	uninterrupted	ADJ
easat-3292	34	19	operation	operation	NOUN
easat-3292	34	20	of	of	ADP
easat-3292	34	21	the	the	DET
easat-3292	34	22	entire	entire	ADJ
easat-3292	34	23	braking	brake	VERB
easat-3292	34	24	system	system	NOUN
easat-3292	34	25	,	,	PUNCT
easat-3292	34	26	significantly	significantly	ADV
easat-3292	34	27	reducing	reduce	VERB
easat-3292	34	28	the	the	DET
easat-3292	34	29	time	time	NOUN
easat-3292	34	30	to	to	PART
easat-3292	34	31	eliminate	eliminate	VERB
easat-3292	34	32	malfunctions	malfunction	NOUN
easat-3292	34	33	en	en	ADP
easat-3292	34	34	route	route	NOUN
easat-3292	34	35	and	and	CCONJ
easat-3292	34	36	improving	improve	VERB
easat-3292	34	37	traffic	traffic	NOUN
easat-3292	34	38	safety	safety	NOUN
easat-3292	34	39	[	[	X
easat-3292	34	40	7	7	NUM
easat-3292	34	41	]	]	PUNCT
easat-3292	34	42	.	.	PUNCT
easat-3292	35	1	existing	exist	VERB
easat-3292	35	2	systems	system	NOUN
easat-3292	35	3	for	for	ADP
easat-3292	35	4	diagnosing	diagnose	VERB
easat-3292	35	5	wagon	wagon	NOUN
easat-3292	35	6	braking	braking	NOUN
easat-3292	35	7	equipment	equipment	NOUN
easat-3292	35	8	are	be	AUX
easat-3292	35	9	characterized	characterize	VERB
easat-3292	35	10	by	by	ADP
easat-3292	35	11	significant	significant	ADJ
easat-3292	35	12	labor	labor	NOUN
easat-3292	35	13	intensity	intensity	NOUN
easat-3292	35	14	and	and	CCONJ
easat-3292	35	15	do	do	AUX
easat-3292	35	16	not	not	PART
easat-3292	35	17	always	always	ADV
easat-3292	35	18	ensure	ensure	VERB
easat-3292	35	19	the	the	DET
easat-3292	35	20	reliability	reliability	NOUN
easat-3292	35	21	of	of	ADP
easat-3292	35	22	their	their	PRON
easat-3292	35	23	components	component	NOUN
easat-3292	35	24	at	at	ADP
easat-3292	35	25	a	a	DET
easat-3292	35	26	high	high	ADJ
easat-3292	35	27	level	level	NOUN
easat-3292	35	28	.	.	PUNCT
easat-3292	36	1	therefore	therefore	ADV
easat-3292	36	2	,	,	PUNCT
easat-3292	36	3	improving	improve	VERB
easat-3292	36	4	the	the	DET
easat-3292	36	5	technology	technology	NOUN
easat-3292	36	6	for	for	ADP
easat-3292	36	7	diagnosing	diagnose	VERB
easat-3292	36	8	braking	brake	VERB
easat-3292	36	9	equipment	equipment	NOUN
easat-3292	36	10	under	under	ADP
easat-3292	36	11	operating	operating	NOUN
easat-3292	36	12	conditions	condition	NOUN
easat-3292	36	13	and	and	CCONJ
easat-3292	36	14	ensuring	ensure	VERB
easat-3292	36	15	the	the	DET
easat-3292	36	16	safety	safety	NOUN
easat-3292	36	17	of	of	ADP
easat-3292	36	18	passenger	passenger	NOUN
easat-3292	36	19	train	train	NOUN
easat-3292	36	20	traffic	traffic	NOUN
easat-3292	36	21	is	be	AUX
easat-3292	36	22	a	a	DET
easat-3292	36	23	relevant	relevant	ADJ
easat-3292	36	24	task	task	NOUN
easat-3292	36	25	.	.	PUNCT
easat-3292	37	1	2	2	X
easat-3292	37	2	.	.	X
easat-3292	37	3	literature	literature	NOUN
easat-3292	37	4	review	review	VERB
easat-3292	37	5	the	the	DET
easat-3292	37	6	efficiency	efficiency	NOUN
easat-3292	37	7	of	of	ADP
easat-3292	37	8	rolling	roll	VERB
easat-3292	37	9	stock	stock	NOUN
easat-3292	37	10	and	and	CCONJ
easat-3292	37	11	railway	railway	NOUN
easat-3292	37	12	transport	transport	NOUN
easat-3292	37	13	equipment	equipment	NOUN
easat-3292	37	14	is	be	AUX
easat-3292	37	15	an	an	DET
easat-3292	37	16	important	important	ADJ
easat-3292	37	17	element	element	NOUN
easat-3292	37	18	in	in	ADP
easat-3292	37	19	ensuring	ensure	VERB
easat-3292	37	20	the	the	DET
easat-3292	37	21	capacity	capacity	NOUN
easat-3292	37	22	and	and	CCONJ
easat-3292	37	23	safety	safety	NOUN
easat-3292	37	24	of	of	ADP
easat-3292	37	25	railway	railway	NOUN
easat-3292	37	26	traffic	traffic	NOUN
easat-3292	38	1	[	[	X
easat-3292	38	2	8	8	NUM
easat-3292	38	3	,	,	PUNCT
easat-3292	38	4	9	9	NUM
easat-3292	38	5	]	]	PUNCT
easat-3292	38	6	.	.	PUNCT
easat-3292	39	1	this	this	PRON
easat-3292	39	2	is	be	AUX
easat-3292	39	3	the	the	DET
easat-3292	39	4	main	main	ADJ
easat-3292	39	5	task	task	NOUN
easat-3292	39	6	of	of	ADP
easat-3292	39	7	all	all	DET
easat-3292	39	8	units	unit	NOUN
easat-3292	39	9	of	of	ADP
easat-3292	39	10	jsc	jsc	PROPN
easat-3292	39	11	"	"	PUNCT
easat-3292	39	12	ukrzaliznytsia	ukrzaliznytsia	NOUN
easat-3292	39	13	"	"	PUNCT
easat-3292	39	14	.	.	PUNCT
easat-3292	40	1	in	in	ADP
easat-3292	40	2	[	[	X
easat-3292	40	3	10	10	NUM
easat-3292	40	4	]	]	PUNCT
easat-3292	40	5	,	,	PUNCT
easat-3292	40	6	the	the	DET
easat-3292	40	7	operation	operation	NOUN
easat-3292	40	8	of	of	ADP
easat-3292	40	9	rolling	roll	VERB
easat-3292	40	10	stock	stock	NOUN
easat-3292	40	11	brakes	brake	NOUN
easat-3292	40	12	using	use	VERB
easat-3292	40	13	anti	anti	ADJ
easat-3292	40	14	-	-	ADJ
easat-3292	40	15	skid	skid	ADJ
easat-3292	40	16	devices	device	NOUN
easat-3292	40	17	with	with	ADP
easat-3292	40	18	an	an	DET
easat-3292	40	19	electro	electro	ADJ
easat-3292	40	20	-	-	PUNCT
easat-3292	40	21	pneumatic	pneumatic	ADJ
easat-3292	40	22	valve	valve	NOUN
easat-3292	40	23	and	and	CCONJ
easat-3292	40	24	a	a	DET
easat-3292	40	25	system	system	NOUN
easat-3292	40	26	for	for	ADP
easat-3292	40	27	monitoring	monitor	VERB
easat-3292	40	28	their	their	PRON
easat-3292	40	29	technical	technical	ADJ
easat-3292	40	30	condition	condition	NOUN
easat-3292	40	31	during	during	ADP
easat-3292	40	32	passenger	passenger	NOUN
easat-3292	40	33	wagon	wagon	NOUN
easat-3292	40	34	transportation	transportation	NOUN
easat-3292	40	35	on	on	ADP
easat-3292	40	36	domestic	domestic	ADJ
easat-3292	40	37	routes	route	NOUN
easat-3292	40	38	is	be	AUX
easat-3292	40	39	considered	consider	VERB
easat-3292	40	40	.	.	PUNCT
easat-3292	41	1	however	however	ADV
easat-3292	41	2	,	,	PUNCT
easat-3292	41	3	the	the	DET
easat-3292	41	4	work	work	NOUN
easat-3292	41	5	does	do	AUX
easat-3292	41	6	not	not	PART
easat-3292	41	7	address	address	VERB
easat-3292	41	8	issues	issue	NOUN
easat-3292	41	9	related	relate	VERB
easat-3292	41	10	to	to	ADP
easat-3292	41	11	diagnosing	diagnose	VERB
easat-3292	41	12	wagon	wagon	NOUN
easat-3292	41	13	components	component	NOUN
easat-3292	41	14	during	during	ADP
easat-3292	41	15	their	their	PRON
easat-3292	41	16	inspection	inspection	NOUN
easat-3292	41	17	at	at	ADP
easat-3292	41	18	sectional	sectional	ADJ
easat-3292	41	19	stations	station	NOUN
easat-3292	41	20	where	where	SCONJ
easat-3292	41	21	maintenance	maintenance	NOUN
easat-3292	41	22	points	point	NOUN
easat-3292	41	23	are	be	AUX
easat-3292	41	24	located	locate	VERB
easat-3292	41	25	.	.	PUNCT
easat-3292	42	1	the	the	DET
easat-3292	42	2	operation	operation	NOUN
easat-3292	42	3	of	of	ADP
easat-3292	42	4	the	the	DET
easat-3292	42	5	pneumatic	pneumatic	ADJ
easat-3292	42	6	braking	braking	NOUN
easat-3292	42	7	system	system	NOUN
easat-3292	42	8	used	use	VERB
easat-3292	42	9	in	in	ADP
easat-3292	42	10	long	long	ADJ
easat-3292	42	11	freight	freight	NOUN
easat-3292	42	12	rolling	roll	VERB
easat-3292	42	13	stock	stock	NOUN
easat-3292	42	14	is	be	AUX
easat-3292	42	15	considered	consider	VERB
easat-3292	42	16	in	in	ADP
easat-3292	42	17	[	[	X
easat-3292	42	18	11	11	NUM
easat-3292	42	19	,	,	PUNCT
easat-3292	42	20	12	12	NUM
easat-3292	42	21	]	]	PUNCT
easat-3292	42	22	.	.	PUNCT
easat-3292	43	1	a	a	DET
easat-3292	43	2	model	model	NOUN
easat-3292	43	3	for	for	ADP
easat-3292	43	4	determining	determine	VERB
easat-3292	43	5	the	the	DET
easat-3292	43	6	longitudinal	longitudinal	ADJ
easat-3292	43	7	force	force	NOUN
easat-3292	43	8	in	in	ADP
easat-3292	43	9	inter	inter	ADJ
easat-3292	43	10	-	-	ADJ
easat-3292	43	11	wagon	wagon	ADJ
easat-3292	43	12	connections	connection	NOUN
easat-3292	43	13	of	of	ADP
easat-3292	43	14	rolling	roll	VERB
easat-3292	43	15	stock	stock	NOUN
easat-3292	43	16	is	be	AUX
easat-3292	43	17	proposed	propose	VERB
easat-3292	43	18	,	,	PUNCT
easat-3292	43	19	and	and	CCONJ
easat-3292	43	20	the	the	DET
easat-3292	43	21	longitudinal	longitudinal	ADJ
easat-3292	43	22	dynamics	dynamic	NOUN
easat-3292	43	23	of	of	ADP
easat-3292	43	24	the	the	DET
easat-3292	43	25	train	train	NOUN
easat-3292	43	26	are	be	AUX
easat-3292	43	27	modeled	model	VERB
easat-3292	43	28	for	for	ADP
easat-3292	43	29	different	different	ADJ
easat-3292	43	30	cases	case	NOUN
easat-3292	43	31	of	of	ADP
easat-3292	43	32	long	long	ADJ
easat-3292	43	33	,	,	PUNCT
easat-3292	43	34	medium	medium	ADJ
easat-3292	43	35	,	,	PUNCT
easat-3292	43	36	and	and	CCONJ
easat-3292	43	37	short	short	ADJ
easat-3292	43	38	brake	brake	NOUN
easat-3292	43	39	application	application	NOUN
easat-3292	43	40	delay	delay	NOUN
easat-3292	43	41	times	time	NOUN
easat-3292	43	42	.	.	PUNCT
easat-3292	44	1	it	it	PRON
easat-3292	44	2	is	be	AUX
easat-3292	44	3	established	establish	VERB
easat-3292	44	4	that	that	SCONJ
easat-3292	44	5	the	the	DET
easat-3292	44	6	number	number	NOUN
easat-3292	44	7	of	of	ADP
easat-3292	44	8	wagons	wagon	NOUN
easat-3292	44	9	perceiving	perceive	VERB
easat-3292	44	10	the	the	DET
easat-3292	44	11	tensile	tensile	NOUN
easat-3292	44	12	force	force	NOUN
easat-3292	44	13	decreases	decrease	VERB
easat-3292	44	14	due	due	ADP
easat-3292	44	15	to	to	ADP
easat-3292	44	16	the	the	DET
easat-3292	44	17	increased	increase	VERB
easat-3292	44	18	brake	brake	NOUN
easat-3292	44	19	application	application	NOUN
easat-3292	44	20	delay	delay	NOUN
easat-3292	44	21	time	time	NOUN
easat-3292	44	22	depending	depend	VERB
easat-3292	44	23	on	on	ADP
easat-3292	44	24	the	the	DET
easat-3292	44	25	train	train	NOUN
easat-3292	44	26	’s	’s	PART
easat-3292	44	27	speed	speed	NOUN
easat-3292	44	28	.	.	PUNCT
easat-3292	45	1	however	however	ADV
easat-3292	45	2	,	,	PUNCT
easat-3292	45	3	the	the	DET
easat-3292	45	4	studies	study	NOUN
easat-3292	45	5	did	do	AUX
easat-3292	45	6	not	not	PART
easat-3292	45	7	focus	focus	VERB
easat-3292	45	8	on	on	ADP
easat-3292	45	9	the	the	DET
easat-3292	45	10	reliable	reliable	ADJ
easat-3292	45	11	operation	operation	NOUN
easat-3292	45	12	of	of	ADP
easat-3292	45	13	the	the	DET
easat-3292	45	14	passenger	passenger	NOUN
easat-3292	45	15	train	train	NOUN
easat-3292	45	16	braking	brake	VERB
easat-3292	45	17	system	system	NOUN
easat-3292	45	18	,	,	PUNCT
easat-3292	45	19	which	which	PRON
easat-3292	45	20	requires	require	VERB
easat-3292	45	21	the	the	DET
easat-3292	45	22	implementation	implementation	NOUN
easat-3292	45	23	of	of	ADP
easat-3292	45	24	modern	modern	ADJ
easat-3292	45	25	diagnostic	diagnostic	ADJ
easat-3292	45	26	systems	system	NOUN
easat-3292	45	27	for	for	ADP
easat-3292	45	28	rolling	roll	VERB
easat-3292	45	29	stock	stock	NOUN
easat-3292	45	30	.	.	PUNCT
easat-3292	46	1	in	in	ADP
easat-3292	46	2	the	the	DET
easat-3292	46	3	work	work	NOUN
easat-3292	46	4	[	[	X
easat-3292	46	5	13	13	NUM
easat-3292	46	6	]	]	PUNCT
easat-3292	46	7	,	,	PUNCT
easat-3292	46	8	the	the	DET
easat-3292	46	9	issues	issue	NOUN
easat-3292	46	10	of	of	ADP
easat-3292	46	11	safe	safe	ADJ
easat-3292	46	12	and	and	CCONJ
easat-3292	46	13	efficient	efficient	ADJ
easat-3292	46	14	operation	operation	NOUN
easat-3292	46	15	of	of	ADP
easat-3292	46	16	a	a	DET
easat-3292	46	17	significant	significant	ADJ
easat-3292	46	18	number	number	NOUN
easat-3292	46	19	of	of	ADP
easat-3292	46	20	wagons	wagon	NOUN
easat-3292	46	21	on	on	ADP
easat-3292	46	22	the	the	DET
easat-3292	46	23	north	north	ADJ
easat-3292	46	24	american	american	ADJ
easat-3292	46	25	railway	railway	NOUN
easat-3292	46	26	network	network	NOUN
easat-3292	46	27	according	accord	VERB
easat-3292	46	28	to	to	ADP
easat-3292	46	29	the	the	DET
easat-3292	46	30	regulatory	regulatory	ADJ
easat-3292	46	31	documents	document	NOUN
easat-3292	46	32	of	of	ADP
easat-3292	46	33	the	the	DET
easat-3292	46	34	us	us	PROPN
easat-3292	46	35	department	department	PROPN
easat-3292	46	36	of	of	ADP
easat-3292	46	37	transportation	transportation	NOUN
easat-3292	46	38	are	be	AUX
easat-3292	46	39	highlighted	highlight	VERB
easat-3292	46	40	.	.	PUNCT
easat-3292	47	1	it	it	PRON
easat-3292	47	2	was	be	AUX
easat-3292	47	3	found	find	VERB
easat-3292	47	4	that	that	SCONJ
easat-3292	47	5	the	the	DET
easat-3292	47	6	current	current	ADJ
easat-3292	47	7	process	process	NOUN
easat-3292	47	8	of	of	ADP
easat-3292	47	9	checking	check	VERB
easat-3292	47	10	the	the	DET
easat-3292	47	11	technical	technical	ADJ
easat-3292	47	12	condition	condition	NOUN
easat-3292	47	13	of	of	ADP
easat-3292	47	14	railway	railway	NOUN
easat-3292	47	15	wagon	wagon	NOUN
easat-3292	47	16	components	component	NOUN
easat-3292	47	17	is	be	AUX
easat-3292	47	18	time	time	NOUN
easat-3292	47	19	-	-	PUNCT
easat-3292	47	20	consuming	consume	VERB
easat-3292	47	21	and	and	CCONJ
easat-3292	47	22	heavily	heavily	ADV
easat-3292	47	23	dependent	dependent	ADJ
easat-3292	47	24	on	on	ADP
easat-3292	47	25	the	the	DET
easat-3292	47	26	qualifications	qualification	NOUN
easat-3292	47	27	of	of	ADP
easat-3292	47	28	the	the	DET
easat-3292	47	29	workers	worker	NOUN
easat-3292	47	30	.	.	PUNCT
easat-3292	48	1	therefore	therefore	ADV
easat-3292	48	2	,	,	PUNCT
easat-3292	48	3	to	to	PART
easat-3292	48	4	improve	improve	VERB
easat-3292	48	5	service	service	NOUN
easat-3292	48	6	quality	quality	NOUN
easat-3292	48	7	and	and	CCONJ
easat-3292	48	8	thoroughly	thoroughly	ADV
easat-3292	48	9	detect	detect	VERB
easat-3292	48	10	wagon	wagon	NOUN
easat-3292	48	11	faults	fault	NOUN
easat-3292	48	12	,	,	PUNCT
easat-3292	48	13	the	the	DET
easat-3292	48	14	authors	author	NOUN
easat-3292	48	15	proposed	propose	VERB
easat-3292	48	16	a	a	DET
easat-3292	48	17	video	video	NOUN
easat-3292	48	18	system	system	NOUN
easat-3292	48	19	.	.	PUNCT
easat-3292	49	1	this	this	DET
easat-3292	49	2	system	system	NOUN
easat-3292	49	3	allows	allow	VERB
easat-3292	49	4	for	for	ADP
easat-3292	49	5	real	real	ADJ
easat-3292	49	6	-	-	PUNCT
easat-3292	49	7	time	time	NOUN
easat-3292	49	8	image	image	NOUN
easat-3292	49	9	recording	recording	NOUN
easat-3292	49	10	of	of	ADP
easat-3292	49	11	wagons	wagon	NOUN
easat-3292	49	12	and	and	CCONJ
easat-3292	49	13	the	the	DET
easat-3292	49	14	identification	identification	NOUN
easat-3292	49	15	of	of	ADP
easat-3292	49	16	structural	structural	ADJ
easat-3292	49	17	faults	fault	NOUN
easat-3292	49	18	,	,	PUNCT
easat-3292	49	19	damages	damage	NOUN
easat-3292	49	20	,	,	PUNCT
easat-3292	49	21	and	and	CCONJ
easat-3292	49	22	defects	defect	NOUN
easat-3292	49	23	in	in	ADP
easat-3292	49	24	wagon	wagon	NOUN
easat-3292	49	25	components	component	NOUN
easat-3292	49	26	to	to	PART
easat-3292	49	27	assess	assess	VERB
easat-3292	49	28	their	their	PRON
easat-3292	49	29	technical	technical	ADJ
easat-3292	49	30	condition	condition	NOUN
easat-3292	49	31	.	.	PUNCT
easat-3292	50	1	it	it	PRON
easat-3292	50	2	should	should	AUX
easat-3292	50	3	be	be	AUX
easat-3292	50	4	noted	note	VERB
easat-3292	50	5	that	that	SCONJ
easat-3292	50	6	the	the	DET
easat-3292	50	7	work	work	NOUN
easat-3292	50	8	did	do	AUX
easat-3292	50	9	not	not	PART
easat-3292	50	10	pay	pay	VERB
easat-3292	50	11	significant	significant	ADJ
easat-3292	50	12	attention	attention	NOUN
easat-3292	50	13	to	to	ADP
easat-3292	50	14	the	the	DET
easat-3292	50	15	implementation	implementation	NOUN
easat-3292	50	16	of	of	ADP
easat-3292	50	17	onboard	onboard	ADP
easat-3292	50	18	diagnostic	diagnostic	ADJ
easat-3292	50	19	systems	system	NOUN
easat-3292	50	20	,	,	PUNCT
easat-3292	50	21	which	which	PRON
easat-3292	50	22	significantly	significantly	ADV
easat-3292	50	23	reduced	reduce	VERB
easat-3292	50	24	the	the	DET
easat-3292	50	25	time	time	NOUN
easat-3292	50	26	for	for	ADP
easat-3292	50	27	technical	technical	ADJ
easat-3292	50	28	inspection	inspection	NOUN
easat-3292	50	29	of	of	ADP
easat-3292	50	30	wagons	wagon	NOUN
easat-3292	50	31	and	and	CCONJ
easat-3292	50	32	ensured	ensure	VERB
easat-3292	50	33	the	the	DET
easat-3292	50	34	reliable	reliable	ADJ
easat-3292	50	35	operation	operation	NOUN
easat-3292	50	36	of	of	ADP
easat-3292	50	37	the	the	DET
easat-3292	50	38	braking	brake	VERB
easat-3292	50	39	system	system	NOUN
easat-3292	50	40	of	of	ADP
easat-3292	50	41	passenger	passenger	NOUN
easat-3292	50	42	rolling	roll	VERB
easat-3292	50	43	stock	stock	NOUN
easat-3292	50	44	during	during	ADP
easat-3292	50	45	train	train	NOUN
easat-3292	50	46	movement	movement	NOUN
easat-3292	50	47	.	.	PUNCT
easat-3292	51	1	the	the	DET
easat-3292	51	2	state	state	NOUN
easat-3292	51	3	of	of	ADP
easat-3292	51	4	modern	modern	ADJ
easat-3292	51	5	modeling	modeling	NOUN
easat-3292	51	6	of	of	ADP
easat-3292	51	7	pneumatic	pneumatic	ADJ
easat-3292	51	8	brakes	brake	NOUN
easat-3292	51	9	with	with	ADP
easat-3292	51	10	an	an	DET
easat-3292	51	11	emphasis	emphasis	NOUN
easat-3292	51	12	on	on	ADP
easat-3292	51	13	freight	freight	NOUN
easat-3292	51	14	trains	train	NOUN
easat-3292	51	15	is	be	AUX
easat-3292	51	16	highlighted	highlight	VERB
easat-3292	51	17	in	in	ADP
easat-3292	51	18	the	the	DET
easat-3292	51	19	work	work	NOUN
easat-3292	51	20	[	[	X
easat-3292	51	21	14	14	NUM
easat-3292	51	22	]	]	PUNCT
easat-3292	51	23	.	.	PUNCT
easat-3292	52	1	the	the	DET
easat-3292	52	2	classification	classification	NOUN
easat-3292	52	3	of	of	ADP
easat-3292	52	4	empirical	empirical	ADJ
easat-3292	52	5	,	,	PUNCT
easat-3292	52	6	hydrodynamic	hydrodynamic	ADJ
easat-3292	52	7	,	,	PUNCT
easat-3292	52	8	and	and	CCONJ
easat-3292	52	9	hydroempirical	hydroempirical	ADJ
easat-3292	52	10	dynamic	dynamic	ADJ
easat-3292	52	11	models	model	NOUN
easat-3292	52	12	is	be	AUX
easat-3292	52	13	considered	consider	VERB
easat-3292	52	14	.	.	PUNCT
easat-3292	53	1	the	the	DET
easat-3292	53	2	use	use	NOUN
easat-3292	53	3	of	of	ADP
easat-3292	53	4	classified	classified	ADJ
easat-3292	53	5	models	model	NOUN
easat-3292	53	6	for	for	ADP
easat-3292	53	7	dynamic	dynamic	ADJ
easat-3292	53	8	processes	process	NOUN
easat-3292	53	9	occurring	occur	VERB
easat-3292	53	10	in	in	ADP
easat-3292	53	11	pneumatic	pneumatic	ADJ
easat-3292	53	12	brake	brake	NOUN
easat-3292	53	13	pipelines	pipeline	NOUN
easat-3292	53	14	and	and	CCONJ
easat-3292	53	15	train	train	NOUN
easat-3292	53	16	components	component	NOUN
easat-3292	53	17	is	be	AUX
easat-3292	53	18	described	describe	VERB
easat-3292	53	19	.	.	PUNCT
easat-3292	54	1	the	the	DET
easat-3292	54	2	presented	present	VERB
easat-3292	54	3	models	model	NOUN
easat-3292	54	4	differ	differ	VERB
easat-3292	54	5	from	from	ADP
easat-3292	54	6	other	other	ADJ
easat-3292	54	7	models	model	NOUN
easat-3292	54	8	used	use	VERB
easat-3292	54	9	in	in	ADP
easat-3292	54	10	hydrodynamics	hydrodynamic	NOUN
easat-3292	54	11	by	by	ADP
easat-3292	54	12	the	the	DET
easat-3292	54	13	high	high	ADJ
easat-3292	54	14	accuracy	accuracy	NOUN
easat-3292	54	15	of	of	ADP
easat-3292	54	16	the	the	DET
easat-3292	54	17	obtained	obtain	VERB
easat-3292	54	18	calculation	calculation	NOUN
easat-3292	54	19	results	result	NOUN
easat-3292	54	20	.	.	PUNCT
easat-3292	55	1	although	although	SCONJ
easat-3292	55	2	the	the	DET
easat-3292	55	3	proposed	propose	VERB
easat-3292	55	4	models	model	NOUN
easat-3292	55	5	evaluate	evaluate	VERB
easat-3292	55	6	the	the	DET
easat-3292	55	7	qualitative	qualitative	ADJ
easat-3292	55	8	and	and	CCONJ
easat-3292	55	9	quantitative	quantitative	ADJ
easat-3292	55	10	parameters	parameter	NOUN
easat-3292	55	11	of	of	ADP
easat-3292	55	12	the	the	DET
easat-3292	55	13	braking	brake	VERB
easat-3292	55	14	system	system	NOUN
easat-3292	55	15	,	,	PUNCT
easat-3292	55	16	their	their	PRON
easat-3292	55	17	use	use	NOUN
easat-3292	55	18	on	on	ADP
easat-3292	55	19	passenger	passenger	NOUN
easat-3292	55	20	rolling	rolling	NOUN
easat-3292	55	21	stock	stock	NOUN
easat-3292	55	22	was	be	AUX
easat-3292	55	23	not	not	PART
easat-3292	55	24	considered	consider	VERB
easat-3292	55	25	.	.	PUNCT
easat-3292	56	1	5959	5959	NUM
easat-3292	56	2	edelweiss	edelweiss	PROPN
easat-3292	56	3	applied	apply	VERB
easat-3292	56	4	science	science	NOUN
easat-3292	56	5	and	and	CCONJ
easat-3292	56	6	technology	technology	NOUN
easat-3292	56	7	issn	issn	PROPN
easat-3292	56	8	:	:	PUNCT
easat-3292	56	9	2576	2576	NUM
easat-3292	56	10	-	-	SYM
easat-3292	56	11	8484	8484	NUM
easat-3292	56	12	vol	vol	NOUN
easat-3292	56	13	.	.	PROPN
easat-3292	56	14	8	8	NUM
easat-3292	56	15	,	,	PUNCT
easat-3292	56	16	no	no	INTJ
easat-3292	56	17	.	.	NOUN
easat-3292	57	1	6	6	NUM
easat-3292	57	2	:	:	SYM
easat-3292	57	3	5957	5957	NUM
easat-3292	57	4	-	-	SYM
easat-3292	57	5	5970	5970	NUM
easat-3292	57	6	,	,	PUNCT
easat-3292	57	7	2024	2024	NUM
easat-3292	57	8	doi	doi	NOUN
easat-3292	57	9	:	:	PUNCT
easat-3292	57	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	57	11	©	©	ADP
easat-3292	57	12	2024	2024	NUM
easat-3292	57	13	by	by	ADP
easat-3292	57	14	the	the	DET
easat-3292	57	15	authors	author	NOUN
easat-3292	57	16	;	;	PUNCT
easat-3292	57	17	licensee	licensee	PROPN
easat-3292	57	18	learning	learning	NOUN
easat-3292	57	19	gate	gate	VERB
easat-3292	57	20	the	the	DET
easat-3292	57	21	article	article	NOUN
easat-3292	57	22	[	[	X
easat-3292	57	23	15	15	NUM
easat-3292	57	24	]	]	PUNCT
easat-3292	57	25	presents	present	VERB
easat-3292	57	26	the	the	DET
easat-3292	57	27	evolution	evolution	NOUN
easat-3292	57	28	of	of	ADP
easat-3292	57	29	modeling	model	VERB
easat-3292	57	30	the	the	DET
easat-3292	57	31	longitudinal	longitudinal	ADJ
easat-3292	57	32	dynamics	dynamic	NOUN
easat-3292	57	33	of	of	ADP
easat-3292	57	34	a	a	DET
easat-3292	57	35	train	train	NOUN
easat-3292	57	36	,	,	PUNCT
easat-3292	57	37	which	which	PRON
easat-3292	57	38	covers	cover	VERB
easat-3292	57	39	:	:	PUNCT
easat-3292	57	40	systems	system	NOUN
easat-3292	57	41	connecting	connect	VERB
easat-3292	57	42	vehicles	vehicle	NOUN
easat-3292	57	43	;	;	PUNCT
easat-3292	57	44	pneumatic	pneumatic	ADJ
easat-3292	57	45	braking	braking	NOUN
easat-3292	57	46	systems	system	NOUN
easat-3292	57	47	;	;	PUNCT
easat-3292	57	48	acting	act	VERB
easat-3292	57	49	forces	force	NOUN
easat-3292	57	50	that	that	PRON
easat-3292	57	51	arise	arise	VERB
easat-3292	57	52	during	during	ADP
easat-3292	57	53	train	train	NOUN
easat-3292	57	54	movement	movement	NOUN
easat-3292	57	55	;	;	PUNCT
easat-3292	57	56	braking	brake	VERB
easat-3292	57	57	phases	phase	NOUN
easat-3292	57	58	of	of	ADP
easat-3292	57	59	a	a	DET
easat-3292	57	60	rolling	rolling	ADJ
easat-3292	57	61	stock	stock	NOUN
easat-3292	57	62	unit	unit	NOUN
easat-3292	57	63	in	in	ADP
easat-3292	57	64	a	a	DET
easat-3292	57	65	train	train	NOUN
easat-3292	57	66	and	and	CCONJ
easat-3292	57	67	methods	method	NOUN
easat-3292	57	68	for	for	ADP
easat-3292	57	69	their	their	PRON
easat-3292	57	70	determination	determination	NOUN
easat-3292	57	71	.	.	PUNCT
easat-3292	58	1	the	the	DET
easat-3292	58	2	modeling	modeling	NOUN
easat-3292	58	3	of	of	ADP
easat-3292	58	4	processes	process	NOUN
easat-3292	58	5	in	in	ADP
easat-3292	58	6	the	the	DET
easat-3292	58	7	tribotechnical	tribotechnical	ADJ
easat-3292	58	8	pair	pair	NOUN
easat-3292	58	9	“	"	PUNCT
easat-3292	58	10	brake	brake	NOUN
easat-3292	58	11	pad	pad	NOUN
easat-3292	58	12	wheel	wheel	NOUN
easat-3292	58	13	”	"	PUNCT
easat-3292	58	14	under	under	ADP
easat-3292	58	15	different	different	ADJ
easat-3292	58	16	operating	operate	VERB
easat-3292	58	17	modes	mode	NOUN
easat-3292	58	18	of	of	ADP
easat-3292	58	19	the	the	DET
easat-3292	58	20	air	air	NOUN
easat-3292	58	21	distributor	distributor	NOUN
easat-3292	58	22	is	be	AUX
easat-3292	58	23	considered	consider	VERB
easat-3292	58	24	.	.	PUNCT
easat-3292	59	1	modeling	modeling	NOUN
easat-3292	59	2	of	of	ADP
easat-3292	59	3	train	train	NOUN
easat-3292	59	4	movement	movement	NOUN
easat-3292	59	5	modes	mode	NOUN
easat-3292	59	6	during	during	ADP
easat-3292	59	7	transient	transient	ADJ
easat-3292	59	8	processes	process	NOUN
easat-3292	59	9	is	be	AUX
easat-3292	59	10	also	also	ADV
easat-3292	59	11	analyzed	analyze	VERB
easat-3292	59	12	.	.	PUNCT
easat-3292	60	1	the	the	DET
easat-3292	60	2	stages	stage	NOUN
easat-3292	60	3	of	of	ADP
easat-3292	60	4	development	development	NOUN
easat-3292	60	5	of	of	ADP
easat-3292	60	6	braking	brake	VERB
easat-3292	60	7	system	system	NOUN
easat-3292	60	8	models	model	NOUN
easat-3292	60	9	of	of	ADP
easat-3292	60	10	rolling	roll	VERB
easat-3292	60	11	stock	stock	NOUN
easat-3292	60	12	from	from	ADP
easat-3292	60	13	analytical	analytical	ADJ
easat-3292	60	14	to	to	ADP
easat-3292	60	15	computer	computer	NOUN
easat-3292	60	16	models	model	NOUN
easat-3292	60	17	used	use	VERB
easat-3292	60	18	in	in	ADP
easat-3292	60	19	modern	modern	ADJ
easat-3292	60	20	diagnostic	diagnostic	ADJ
easat-3292	60	21	and	and	CCONJ
easat-3292	60	22	monitoring	monitoring	NOUN
easat-3292	60	23	systems	system	NOUN
easat-3292	60	24	are	be	AUX
easat-3292	60	25	analyzed	analyze	VERB
easat-3292	60	26	.	.	PUNCT
easat-3292	61	1	however	however	ADV
easat-3292	61	2	,	,	PUNCT
easat-3292	61	3	the	the	DET
easat-3292	61	4	authors	author	NOUN
easat-3292	61	5	paid	pay	VERB
easat-3292	61	6	significant	significant	ADJ
easat-3292	61	7	attention	attention	NOUN
easat-3292	61	8	to	to	ADP
easat-3292	61	9	the	the	DET
easat-3292	61	10	processes	process	NOUN
easat-3292	61	11	occurring	occur	VERB
easat-3292	61	12	during	during	ADP
easat-3292	61	13	the	the	DET
easat-3292	61	14	longitudinal	longitudinal	ADJ
easat-3292	61	15	dynamics	dynamic	NOUN
easat-3292	61	16	of	of	ADP
easat-3292	61	17	freight	freight	NOUN
easat-3292	61	18	rolling	roll	VERB
easat-3292	61	19	stock	stock	NOUN
easat-3292	61	20	.	.	PUNCT
easat-3292	62	1	the	the	DET
easat-3292	62	2	study	study	NOUN
easat-3292	62	3	of	of	ADP
easat-3292	62	4	the	the	DET
easat-3292	62	5	technical	technical	ADJ
easat-3292	62	6	condition	condition	NOUN
easat-3292	62	7	of	of	ADP
easat-3292	62	8	passenger	passenger	NOUN
easat-3292	62	9	wagon	wagon	NOUN
easat-3292	62	10	components	component	NOUN
easat-3292	62	11	can	can	AUX
easat-3292	62	12	also	also	ADV
easat-3292	62	13	be	be	AUX
easat-3292	62	14	carried	carry	VERB
easat-3292	62	15	out	out	ADP
easat-3292	62	16	during	during	ADP
easat-3292	62	17	the	the	DET
easat-3292	62	18	implementation	implementation	NOUN
easat-3292	62	19	of	of	ADP
easat-3292	62	20	stem	stem	NOUN
easat-3292	62	21	projects	project	NOUN
easat-3292	62	22	[	[	X
easat-3292	62	23	16	16	NUM
easat-3292	62	24	-	-	SYM
easat-3292	62	25	18	18	NUM
easat-3292	62	26	]	]	PUNCT
easat-3292	62	27	.	.	PUNCT
easat-3292	63	1	involving	involve	VERB
easat-3292	63	2	students	student	NOUN
easat-3292	63	3	in	in	ADP
easat-3292	63	4	solving	solve	VERB
easat-3292	63	5	real	real	ADJ
easat-3292	63	6	tasks	task	NOUN
easat-3292	63	7	significantly	significantly	ADV
easat-3292	63	8	increases	increase	VERB
easat-3292	63	9	the	the	DET
easat-3292	63	10	effectiveness	effectiveness	NOUN
easat-3292	63	11	of	of	ADP
easat-3292	63	12	the	the	DET
easat-3292	63	13	educational	educational	ADJ
easat-3292	63	14	process	process	NOUN
easat-3292	63	15	,	,	PUNCT
easat-3292	63	16	which	which	PRON
easat-3292	63	17	corresponds	correspond	VERB
easat-3292	63	18	to	to	ADP
easat-3292	63	19	innovative	innovative	ADJ
easat-3292	63	20	strategies	strategy	NOUN
easat-3292	63	21	and	and	CCONJ
easat-3292	63	22	teaching	teaching	NOUN
easat-3292	63	23	methods	method	NOUN
easat-3292	63	24	[	[	X
easat-3292	63	25	19	19	NUM
easat-3292	63	26	-	-	SYM
easat-3292	63	27	23	23	NUM
easat-3292	63	28	]	]	PUNCT
easat-3292	63	29	.	.	PUNCT
easat-3292	64	1	modern	modern	ADJ
easat-3292	64	2	diagnostic	diagnostic	ADJ
easat-3292	64	3	methods	method	NOUN
easat-3292	64	4	for	for	ADP
easat-3292	64	5	technical	technical	ADJ
easat-3292	64	6	means	mean	NOUN
easat-3292	64	7	also	also	ADV
easat-3292	64	8	involve	involve	VERB
easat-3292	64	9	the	the	DET
easat-3292	64	10	use	use	NOUN
easat-3292	64	11	of	of	ADP
easat-3292	64	12	video	video	NOUN
easat-3292	64	13	surveillance	surveillance	NOUN
easat-3292	64	14	systems	system	NOUN
easat-3292	64	15	and	and	CCONJ
easat-3292	64	16	digital	digital	ADJ
easat-3292	64	17	image	image	NOUN
easat-3292	64	18	processing	processing	NOUN
easat-3292	64	19	of	of	ADP
easat-3292	64	20	the	the	DET
easat-3292	64	21	studied	study	VERB
easat-3292	64	22	objects	object	NOUN
easat-3292	64	23	,	,	PUNCT
easat-3292	64	24	which	which	PRON
easat-3292	64	25	allows	allow	VERB
easat-3292	64	26	for	for	ADP
easat-3292	64	27	a	a	DET
easat-3292	64	28	significant	significant	ADJ
easat-3292	64	29	degree	degree	NOUN
easat-3292	64	30	of	of	ADP
easat-3292	64	31	automation	automation	NOUN
easat-3292	64	32	of	of	ADP
easat-3292	64	33	the	the	DET
easat-3292	64	34	diagnostic	diagnostic	ADJ
easat-3292	64	35	process	process	NOUN
easat-3292	64	36	[	[	X
easat-3292	64	37	24	24	NUM
easat-3292	64	38	-	-	SYM
easat-3292	64	39	30	30	NUM
easat-3292	64	40	]	]	PUNCT
easat-3292	64	41	and	and	CCONJ
easat-3292	64	42	increases	increase	VERB
easat-3292	64	43	its	its	PRON
easat-3292	64	44	accuracy	accuracy	NOUN
easat-3292	65	1	[	[	X
easat-3292	65	2	31	31	NUM
easat-3292	65	3	-	-	SYM
easat-3292	65	4	34	34	NUM
easat-3292	65	5	]	]	PUNCT
easat-3292	65	6	.	.	PUNCT
easat-3292	66	1	a	a	DET
easat-3292	66	2	promising	promising	ADJ
easat-3292	66	3	way	way	NOUN
easat-3292	66	4	to	to	PART
easat-3292	66	5	develop	develop	VERB
easat-3292	66	6	diagnostic	diagnostic	ADJ
easat-3292	66	7	methods	method	NOUN
easat-3292	66	8	for	for	ADP
easat-3292	66	9	technical	technical	ADJ
easat-3292	66	10	means	mean	NOUN
easat-3292	66	11	is	be	AUX
easat-3292	66	12	the	the	DET
easat-3292	66	13	implementation	implementation	NOUN
easat-3292	66	14	of	of	ADP
easat-3292	66	15	cyberphysical	cyberphysical	ADJ
easat-3292	66	16	systems	system	NOUN
easat-3292	66	17	(	(	PUNCT
easat-3292	66	18	cps	cps	PROPN
easat-3292	66	19	)	)	PUNCT
easat-3292	67	1	[	[	X
easat-3292	67	2	35	35	NUM
easat-3292	67	3	]	]	PUNCT
easat-3292	67	4	.	.	PUNCT
easat-3292	68	1	in	in	ADP
easat-3292	68	2	such	such	ADJ
easat-3292	68	3	systems	system	NOUN
easat-3292	68	4	,	,	PUNCT
easat-3292	68	5	physical	physical	ADJ
easat-3292	68	6	equipment	equipment	NOUN
easat-3292	68	7	is	be	AUX
easat-3292	68	8	combined	combine	VERB
easat-3292	68	9	with	with	ADP
easat-3292	68	10	computer	computer	NOUN
easat-3292	68	11	measurement	measurement	NOUN
easat-3292	68	12	and	and	CCONJ
easat-3292	68	13	control	control	NOUN
easat-3292	68	14	devices	device	NOUN
easat-3292	68	15	using	use	VERB
easat-3292	68	16	internet	internet	NOUN
easat-3292	68	17	of	of	ADP
easat-3292	68	18	things	thing	NOUN
easat-3292	68	19	(	(	PUNCT
easat-3292	68	20	iot	iot	NOUN
easat-3292	68	21	)	)	PUNCT
easat-3292	68	22	technologies	technology	NOUN
easat-3292	68	23	[	[	X
easat-3292	68	24	36	36	NUM
easat-3292	68	25	]	]	PUNCT
easat-3292	68	26	.	.	PUNCT
easat-3292	69	1	the	the	DET
easat-3292	69	2	study	study	NOUN
easat-3292	69	3	of	of	ADP
easat-3292	69	4	literary	literary	ADJ
easat-3292	69	5	sources	source	NOUN
easat-3292	69	6	[	[	X
easat-3292	69	7	8	8	NUM
easat-3292	69	8	-	-	SYM
easat-3292	69	9	36	36	NUM
easat-3292	69	10	]	]	PUNCT
easat-3292	69	11	made	make	VERB
easat-3292	69	12	it	it	PRON
easat-3292	69	13	possible	possible	ADJ
easat-3292	69	14	to	to	PART
easat-3292	69	15	establish	establish	VERB
easat-3292	69	16	that	that	SCONJ
easat-3292	69	17	issues	issue	NOUN
easat-3292	69	18	related	relate	VERB
easat-3292	69	19	to	to	ADP
easat-3292	69	20	the	the	DET
easat-3292	69	21	tasks	task	NOUN
easat-3292	69	22	concerning	concern	VERB
easat-3292	69	23	the	the	DET
easat-3292	69	24	inoperative	inoperative	ADJ
easat-3292	69	25	work	work	NOUN
easat-3292	69	26	of	of	ADP
easat-3292	69	27	braking	brake	VERB
easat-3292	69	28	systems	system	NOUN
easat-3292	69	29	and	and	CCONJ
easat-3292	69	30	their	their	PRON
easat-3292	69	31	elements	element	NOUN
easat-3292	69	32	on	on	ADP
easat-3292	69	33	passenger	passenger	NOUN
easat-3292	69	34	rolling	rolling	NOUN
easat-3292	69	35	stock	stock	NOUN
easat-3292	69	36	of	of	ADP
easat-3292	69	37	domestic	domestic	ADJ
easat-3292	69	38	and	and	CCONJ
easat-3292	69	39	modern	modern	ADJ
easat-3292	69	40	working	work	VERB
easat-3292	69	41	fleets	fleet	NOUN
easat-3292	69	42	are	be	AUX
easat-3292	69	43	quite	quite	ADV
easat-3292	69	44	relevant	relevant	ADJ
easat-3292	69	45	and	and	CCONJ
easat-3292	69	46	require	require	VERB
easat-3292	69	47	further	further	ADJ
easat-3292	69	48	development	development	NOUN
easat-3292	69	49	and	and	CCONJ
easat-3292	69	50	study	study	NOUN
easat-3292	69	51	.	.	PUNCT
easat-3292	70	1	3	3	X
easat-3292	70	2	.	.	X
easat-3292	70	3	the	the	DET
easat-3292	70	4	aim	aim	NOUN
easat-3292	70	5	of	of	ADP
easat-3292	70	6	the	the	DET
easat-3292	70	7	article	article	NOUN
easat-3292	70	8	this	this	DET
easat-3292	70	9	study	study	NOUN
easat-3292	70	10	aims	aim	VERB
easat-3292	70	11	to	to	PART
easat-3292	70	12	determine	determine	VERB
easat-3292	70	13	the	the	DET
easat-3292	70	14	operability	operability	NOUN
easat-3292	70	15	of	of	ADP
easat-3292	70	16	the	the	DET
easat-3292	70	17	braking	brake	VERB
easat-3292	70	18	equipment	equipment	NOUN
easat-3292	70	19	components	component	NOUN
easat-3292	70	20	of	of	ADP
easat-3292	70	21	passenger	passenger	NOUN
easat-3292	70	22	trains	train	NOUN
easat-3292	70	23	by	by	ADP
easat-3292	70	24	applying	apply	VERB
easat-3292	70	25	a	a	DET
easat-3292	70	26	diagnostic	diagnostic	ADJ
easat-3292	70	27	system	system	NOUN
easat-3292	70	28	.	.	PUNCT
easat-3292	71	1	to	to	PART
easat-3292	71	2	investigate	investigate	VERB
easat-3292	71	3	the	the	DET
easat-3292	71	4	faults	fault	NOUN
easat-3292	71	5	of	of	ADP
easat-3292	71	6	the	the	DET
easat-3292	71	7	braking	brake	VERB
easat-3292	71	8	equipment	equipment	NOUN
easat-3292	71	9	components	component	NOUN
easat-3292	71	10	of	of	ADP
easat-3292	71	11	passenger	passenger	NOUN
easat-3292	71	12	wagons	wagon	NOUN
easat-3292	71	13	,	,	PUNCT
easat-3292	71	14	the	the	DET
easat-3292	71	15	following	follow	VERB
easat-3292	71	16	tasks	task	NOUN
easat-3292	71	17	need	need	VERB
easat-3292	71	18	to	to	PART
easat-3292	71	19	be	be	AUX
easat-3292	71	20	solved	solve	VERB
easat-3292	71	21	:	:	PUNCT
easat-3292	71	22	•	•	NUM
easat-3292	71	23	perform	perform	VERB
easat-3292	71	24	an	an	DET
easat-3292	71	25	analysis	analysis	NOUN
easat-3292	71	26	of	of	ADP
easat-3292	71	27	the	the	DET
easat-3292	71	28	collected	collect	VERB
easat-3292	71	29	statistical	statistical	ADJ
easat-3292	71	30	material	material	NOUN
easat-3292	71	31	regarding	regard	VERB
easat-3292	71	32	the	the	DET
easat-3292	71	33	faults	fault	NOUN
easat-3292	71	34	of	of	ADP
easat-3292	71	35	the	the	DET
easat-3292	71	36	braking	brake	VERB
easat-3292	71	37	equipment	equipment	NOUN
easat-3292	71	38	components	component	NOUN
easat-3292	71	39	of	of	ADP
easat-3292	71	40	passenger	passenger	NOUN
easat-3292	71	41	wagons	wagon	NOUN
easat-3292	71	42	;	;	PUNCT
easat-3292	71	43	•	•	ADV
easat-3292	71	44	systematize	systematize	VERB
easat-3292	71	45	the	the	DET
easat-3292	71	46	material	material	NOUN
easat-3292	71	47	regarding	regard	VERB
easat-3292	71	48	the	the	DET
easat-3292	71	49	faults	fault	NOUN
easat-3292	71	50	of	of	ADP
easat-3292	71	51	brake	brake	NOUN
easat-3292	71	52	equipment	equipment	NOUN
easat-3292	71	53	components	component	NOUN
easat-3292	71	54	in	in	ADP
easat-3292	71	55	the	the	DET
easat-3292	71	56	specialized	specialized	ADJ
easat-3292	71	57	software	software	NOUN
easat-3292	71	58	package	package	NOUN
easat-3292	71	59	"	"	PUNCT
easat-3292	71	60	statistika	statistika	NOUN
easat-3292	71	61	"	"	PUNCT
easat-3292	71	62	;	;	PUNCT
easat-3292	71	63	•	•	NUM
easat-3292	71	64	propose	propose	VERB
easat-3292	71	65	recommendations	recommendation	NOUN
easat-3292	71	66	to	to	PART
easat-3292	71	67	improve	improve	VERB
easat-3292	71	68	the	the	DET
easat-3292	71	69	operability	operability	NOUN
easat-3292	71	70	of	of	ADP
easat-3292	71	71	brake	brake	NOUN
easat-3292	71	72	equipment	equipment	NOUN
easat-3292	71	73	components	component	NOUN
easat-3292	71	74	of	of	ADP
easat-3292	71	75	passenger	passenger	NOUN
easat-3292	71	76	wagons	wagon	NOUN
easat-3292	71	77	through	through	ADP
easat-3292	71	78	the	the	DET
easat-3292	71	79	application	application	NOUN
easat-3292	71	80	of	of	ADP
easat-3292	71	81	a	a	DET
easat-3292	71	82	diagnostic	diagnostic	ADJ
easat-3292	71	83	system	system	NOUN
easat-3292	71	84	.	.	PUNCT
easat-3292	72	1	4	4	X
easat-3292	72	2	.	.	X
easat-3292	72	3	presentation	presentation	NOUN
easat-3292	72	4	of	of	ADP
easat-3292	72	5	the	the	DET
easat-3292	72	6	main	main	ADJ
easat-3292	72	7	material	material	NOUN
easat-3292	72	8	based	base	VERB
easat-3292	72	9	on	on	ADP
easat-3292	72	10	the	the	DET
easat-3292	72	11	study	study	NOUN
easat-3292	72	12	of	of	ADP
easat-3292	72	13	the	the	DET
easat-3292	72	14	current	current	ADJ
easat-3292	72	15	state	state	NOUN
easat-3292	72	16	of	of	ADP
easat-3292	72	17	passenger	passenger	NOUN
easat-3292	72	18	wagon	wagon	NOUN
easat-3292	72	19	braking	braking	NOUN
easat-3292	72	20	systems	system	NOUN
easat-3292	72	21	,	,	PUNCT
easat-3292	72	22	an	an	DET
easat-3292	72	23	analysis	analysis	NOUN
easat-3292	72	24	of	of	ADP
easat-3292	72	25	brake	brake	NOUN
easat-3292	72	26	equipment	equipment	NOUN
easat-3292	72	27	faults	fault	NOUN
easat-3292	72	28	under	under	ADP
easat-3292	72	29	various	various	ADJ
easat-3292	72	30	operating	operate	VERB
easat-3292	72	31	modes	mode	NOUN
easat-3292	72	32	was	be	AUX
easat-3292	72	33	performed	perform	VERB
easat-3292	72	34	:	:	PUNCT
easat-3292	72	35	charging	charge	VERB
easat-3292	72	36	and	and	CCONJ
easat-3292	72	37	releasing	releasing	NOUN
easat-3292	72	38	;	;	PUNCT
easat-3292	72	39	service	service	NOUN
easat-3292	72	40	braking	braking	NOUN
easat-3292	72	41	;	;	PUNCT
easat-3292	72	42	cut	cut	VERB
easat-3292	72	43	-	-	PUNCT
easat-3292	72	44	off	off	NOUN
easat-3292	72	45	;	;	PUNCT
easat-3292	72	46	full	full	ADJ
easat-3292	72	47	-	-	PUNCT
easat-3292	72	48	service	service	NOUN
easat-3292	72	49	braking	braking	NOUN
easat-3292	72	50	;	;	PUNCT
easat-3292	72	51	emergency	emergency	NOUN
easat-3292	72	52	braking	braking	NOUN
easat-3292	72	53	[	[	X
easat-3292	72	54	37	37	NUM
easat-3292	72	55	,	,	PUNCT
easat-3292	72	56	38	38	NUM
easat-3292	72	57	]	]	PUNCT
easat-3292	72	58	.	.	PUNCT
easat-3292	73	1	during	during	ADP
easat-3292	73	2	the	the	DET
easat-3292	73	3	technical	technical	ADJ
easat-3292	73	4	inspection	inspection	NOUN
easat-3292	73	5	,	,	PUNCT
easat-3292	73	6	the	the	DET
easat-3292	73	7	main	main	ADJ
easat-3292	73	8	focus	focus	NOUN
easat-3292	73	9	was	be	AUX
easat-3292	73	10	on	on	ADP
easat-3292	73	11	the	the	DET
easat-3292	73	12	following	follow	VERB
easat-3292	73	13	key	key	ADJ
easat-3292	73	14	components	component	NOUN
easat-3292	73	15	of	of	ADP
easat-3292	73	16	the	the	DET
easat-3292	73	17	passenger	passenger	NOUN
easat-3292	73	18	wagon	wagon	NOUN
easat-3292	73	19	brake	brake	NOUN
easat-3292	73	20	equipment	equipment	NOUN
easat-3292	73	21	:	:	PUNCT
easat-3292	73	22	electropneumatic	electropneumatic	ADJ
easat-3292	73	23	distributors	distributor	NOUN
easat-3292	73	24	no	no	INTJ
easat-3292	73	25	.	.	NOUN
easat-3292	73	26	305	305	NUM
easat-3292	73	27	,	,	PUNCT
easat-3292	73	28	air	air	NOUN
easat-3292	73	29	distributors	distributor	NOUN
easat-3292	73	30	no	no	INTJ
easat-3292	73	31	.	.	NOUN
easat-3292	73	32	292	292	NUM
easat-3292	73	33	,	,	PUNCT
easat-3292	73	34	the	the	DET
easat-3292	73	35	electrical	electrical	ADJ
easat-3292	73	36	main	main	ADJ
easat-3292	73	37	line	line	NOUN
easat-3292	73	38	,	,	PUNCT
easat-3292	73	39	brake	brake	NOUN
easat-3292	73	40	fittings	fitting	NOUN
easat-3292	73	41	,	,	PUNCT
easat-3292	73	42	brake	brake	VERB
easat-3292	73	43	main	main	ADJ
easat-3292	73	44	line	line	NOUN
easat-3292	73	45	,	,	PUNCT
easat-3292	73	46	brake	brake	NOUN
easat-3292	73	47	cylinders	cylinder	NOUN
easat-3292	73	48	,	,	PUNCT
easat-3292	73	49	spare	spare	ADJ
easat-3292	73	50	reservoirs	reservoir	NOUN
easat-3292	73	51	,	,	PUNCT
easat-3292	73	52	etc	etc	X
easat-3292	73	53	.	.	X
easat-3292	74	1	the	the	DET
easat-3292	74	2	technical	technical	ADJ
easat-3292	74	3	inspection	inspection	NOUN
easat-3292	74	4	of	of	ADP
easat-3292	74	5	these	these	DET
easat-3292	74	6	components	component	NOUN
easat-3292	74	7	was	be	AUX
easat-3292	74	8	carried	carry	VERB
easat-3292	74	9	out	out	ADP
easat-3292	74	10	in	in	ADP
easat-3292	74	11	accordance	accordance	NOUN
easat-3292	74	12	with	with	ADP
easat-3292	74	13	the	the	DET
easat-3292	74	14	current	current	ADJ
easat-3292	74	15	regulatory	regulatory	ADJ
easat-3292	74	16	and	and	CCONJ
easat-3292	74	17	technical	technical	ADJ
easat-3292	74	18	documentation	documentation	NOUN
easat-3292	74	19	[	[	X
easat-3292	74	20	39–41	39–41	NUM
easat-3292	74	21	]	]	PUNCT
easat-3292	74	22	.	.	PUNCT
easat-3292	75	1	based	base	VERB
easat-3292	75	2	on	on	ADP
easat-3292	75	3	the	the	DET
easat-3292	75	4	processing	processing	NOUN
easat-3292	75	5	of	of	ADP
easat-3292	75	6	the	the	DET
easat-3292	75	7	collected	collect	VERB
easat-3292	75	8	statistical	statistical	ADJ
easat-3292	75	9	material	material	NOUN
easat-3292	75	10	during	during	ADP
easat-3292	75	11	the	the	DET
easat-3292	75	12	maintenance	maintenance	NOUN
easat-3292	75	13	of	of	ADP
easat-3292	75	14	passenger	passenger	NOUN
easat-3292	75	15	wagon	wagon	NOUN
easat-3292	75	16	brake	brake	NOUN
easat-3292	75	17	equipment	equipment	NOUN
easat-3292	75	18	,	,	PUNCT
easat-3292	75	19	a	a	DET
easat-3292	75	20	histogram	histogram	NOUN
easat-3292	75	21	was	be	AUX
easat-3292	75	22	constructed	construct	VERB
easat-3292	75	23	(	(	PUNCT
easat-3292	75	24	figure	figure	NOUN
easat-3292	75	25	1	1	NUM
easat-3292	75	26	)	)	PUNCT
easat-3292	75	27	.	.	PUNCT
easat-3292	76	1	it	it	PRON
easat-3292	76	2	shows	show	VERB
easat-3292	76	3	the	the	DET
easat-3292	76	4	distribution	distribution	NOUN
easat-3292	76	5	of	of	ADP
easat-3292	76	6	faults	fault	NOUN
easat-3292	76	7	in	in	ADP
easat-3292	76	8	the	the	DET
easat-3292	76	9	main	main	ADJ
easat-3292	76	10	components	component	NOUN
easat-3292	76	11	and	and	CCONJ
easat-3292	76	12	elements	element	NOUN
easat-3292	76	13	of	of	ADP
easat-3292	76	14	the	the	DET
easat-3292	76	15	pneumatic	pneumatic	ADJ
easat-3292	76	16	and	and	CCONJ
easat-3292	76	17	electrical	electrical	ADJ
easat-3292	76	18	parts	part	NOUN
easat-3292	76	19	of	of	ADP
easat-3292	76	20	the	the	DET
easat-3292	76	21	passenger	passenger	NOUN
easat-3292	76	22	wagon	wagon	NOUN
easat-3292	76	23	brake	brake	NOUN
easat-3292	76	24	equipment	equipment	NOUN
easat-3292	76	25	for	for	ADP
easat-3292	76	26	the	the	DET
easat-3292	76	27	period	period	NOUN
easat-3292	76	28	from	from	ADP
easat-3292	76	29	2019	2019	NUM
easat-3292	76	30	to	to	ADP
easat-3292	76	31	2023	2023	NUM
easat-3292	76	32	.	.	PUNCT
easat-3292	77	1	for	for	ADP
easat-3292	77	2	the	the	DET
easat-3292	77	3	considered	consider	VERB
easat-3292	77	4	period	period	NOUN
easat-3292	77	5	,	,	PUNCT
easat-3292	77	6	there	there	PRON
easat-3292	77	7	is	be	VERB
easat-3292	77	8	a	a	DET
easat-3292	77	9	trend	trend	NOUN
easat-3292	77	10	of	of	ADP
easat-3292	77	11	decreasing	decrease	VERB
easat-3292	77	12	the	the	DET
easat-3292	77	13	number	number	NOUN
easat-3292	77	14	of	of	ADP
easat-3292	77	15	faults	fault	NOUN
easat-3292	77	16	in	in	ADP
easat-3292	77	17	the	the	DET
easat-3292	77	18	components	component	NOUN
easat-3292	77	19	and	and	CCONJ
easat-3292	77	20	elements	element	NOUN
easat-3292	77	21	of	of	ADP
easat-3292	77	22	the	the	DET
easat-3292	77	23	passenger	passenger	NOUN
easat-3292	77	24	rolling	roll	VERB
easat-3292	77	25	stock	stock	NOUN
easat-3292	77	26	brake	brake	NOUN
easat-3292	77	27	equipment	equipment	NOUN
easat-3292	77	28	in	in	ADP
easat-3292	77	29	2023	2023	NUM
easat-3292	77	30	compared	compare	VERB
easat-3292	77	31	to	to	ADP
easat-3292	77	32	2019	2019	NUM
easat-3292	77	33	,	,	PUNCT
easat-3292	77	34	due	due	ADP
easat-3292	77	35	to	to	ADP
easat-3292	77	36	the	the	DET
easat-3292	77	37	exclusion	exclusion	NOUN
easat-3292	77	38	5960	5960	NUM
easat-3292	77	39	edelweiss	edelweiss	PROPN
easat-3292	77	40	applied	apply	VERB
easat-3292	77	41	science	science	NOUN
easat-3292	77	42	and	and	CCONJ
easat-3292	77	43	technology	technology	NOUN
easat-3292	77	44	issn	issn	PROPN
easat-3292	77	45	:	:	PUNCT
easat-3292	77	46	2576	2576	NUM
easat-3292	77	47	-	-	SYM
easat-3292	77	48	8484	8484	NUM
easat-3292	77	49	vol	vol	NOUN
easat-3292	77	50	.	.	PROPN
easat-3292	77	51	8	8	NUM
easat-3292	77	52	,	,	PUNCT
easat-3292	77	53	no	no	INTJ
easat-3292	77	54	.	.	NOUN
easat-3292	77	55	6	6	NUM
easat-3292	77	56	:	:	SYM
easat-3292	77	57	5957	5957	NUM
easat-3292	77	58	-	-	SYM
easat-3292	77	59	5970	5970	NUM
easat-3292	77	60	,	,	PUNCT
easat-3292	77	61	2024	2024	NUM
easat-3292	77	62	doi	doi	NOUN
easat-3292	77	63	:	:	PUNCT
easat-3292	77	64	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	77	65	©	©	ADP
easat-3292	77	66	2024	2024	NUM
easat-3292	77	67	by	by	ADP
easat-3292	77	68	the	the	DET
easat-3292	77	69	authors	author	NOUN
easat-3292	77	70	;	;	PUNCT
easat-3292	77	71	licensee	licensee	NOUN
easat-3292	77	72	learning	learn	VERB
easat-3292	77	73	gate	gate	NOUN
easat-3292	77	74	of	of	ADP
easat-3292	77	75	a	a	DET
easat-3292	77	76	significant	significant	ADJ
easat-3292	77	77	number	number	NOUN
easat-3292	77	78	of	of	ADP
easat-3292	77	79	passenger	passenger	NOUN
easat-3292	77	80	wagons	wagon	NOUN
easat-3292	77	81	from	from	ADP
easat-3292	77	82	the	the	DET
easat-3292	77	83	inventory	inventory	NOUN
easat-3292	77	84	fleet	fleet	NOUN
easat-3292	77	85	due	due	ADP
easat-3292	77	86	to	to	ADP
easat-3292	77	87	their	their	PRON
easat-3292	77	88	technical	technical	ADJ
easat-3292	77	89	condition	condition	NOUN
easat-3292	77	90	and	and	CCONJ
easat-3292	77	91	service	service	NOUN
easat-3292	77	92	life	life	NOUN
easat-3292	77	93	.	.	PUNCT
easat-3292	78	1	from	from	ADP
easat-3292	78	2	the	the	DET
easat-3292	78	3	histogram	histogram	NOUN
easat-3292	78	4	(	(	PUNCT
easat-3292	78	5	figure	figure	NOUN
easat-3292	78	6	1	1	NUM
easat-3292	78	7	)	)	PUNCT
easat-3292	78	8	,	,	PUNCT
easat-3292	78	9	it	it	PRON
easat-3292	78	10	is	be	AUX
easat-3292	78	11	evident	evident	ADJ
easat-3292	78	12	that	that	SCONJ
easat-3292	78	13	in	in	ADP
easat-3292	78	14	recent	recent	ADJ
easat-3292	78	15	years	year	NOUN
easat-3292	78	16	,	,	PUNCT
easat-3292	78	17	the	the	DET
easat-3292	78	18	components	component	NOUN
easat-3292	78	19	and	and	CCONJ
easat-3292	78	20	elements	element	NOUN
easat-3292	78	21	of	of	ADP
easat-3292	78	22	the	the	DET
easat-3292	78	23	pneumatic	pneumatic	ADJ
easat-3292	78	24	and	and	CCONJ
easat-3292	78	25	electrical	electrical	ADJ
easat-3292	78	26	parts	part	NOUN
easat-3292	78	27	of	of	ADP
easat-3292	78	28	the	the	DET
easat-3292	78	29	braking	brake	VERB
easat-3292	78	30	equipment	equipment	NOUN
easat-3292	78	31	of	of	ADP
easat-3292	78	32	passenger	passenger	NOUN
easat-3292	78	33	wagons	wagon	NOUN
easat-3292	78	34	are	be	AUX
easat-3292	78	35	the	the	DET
easat-3292	78	36	most	most	ADV
easat-3292	78	37	vulnerable	vulnerable	ADJ
easat-3292	78	38	under	under	ADP
easat-3292	78	39	operational	operational	ADJ
easat-3292	78	40	conditions	condition	NOUN
easat-3292	78	41	and	and	CCONJ
easat-3292	78	42	are	be	AUX
easat-3292	78	43	largely	largely	ADV
easat-3292	78	44	in	in	ADP
easat-3292	78	45	an	an	DET
easat-3292	78	46	inoperative	inoperative	ADJ
easat-3292	78	47	technical	technical	ADJ
easat-3292	78	48	state	state	NOUN
easat-3292	78	49	.	.	PUNCT
easat-3292	79	1	this	this	PRON
easat-3292	79	2	indicates	indicate	VERB
easat-3292	79	3	that	that	SCONJ
easat-3292	79	4	the	the	DET
easat-3292	79	5	railway	railway	NOUN
easat-3292	79	6	transport	transport	NOUN
easat-3292	79	7	sector	sector	NOUN
easat-3292	79	8	faces	face	VERB
easat-3292	79	9	pressing	press	VERB
easat-3292	79	10	issues	issue	NOUN
easat-3292	79	11	related	relate	VERB
easat-3292	79	12	to	to	ADP
easat-3292	79	13	improving	improve	VERB
easat-3292	79	14	the	the	DET
easat-3292	79	15	operability	operability	NOUN
easat-3292	79	16	of	of	ADP
easat-3292	79	17	the	the	DET
easat-3292	79	18	braking	brake	VERB
easat-3292	79	19	equipment	equipment	NOUN
easat-3292	79	20	components	component	NOUN
easat-3292	79	21	of	of	ADP
easat-3292	79	22	passenger	passenger	NOUN
easat-3292	79	23	wagons	wagon	NOUN
easat-3292	79	24	to	to	PART
easat-3292	79	25	ensure	ensure	VERB
easat-3292	79	26	train	train	NOUN
easat-3292	79	27	safety	safety	NOUN
easat-3292	79	28	[	[	X
easat-3292	79	29	8	8	NUM
easat-3292	79	30	]	]	PUNCT
easat-3292	79	31	.	.	PUNCT
easat-3292	80	1	figure	figure	NOUN
easat-3292	80	2	1	1	NUM
easat-3292	80	3	.	.	PUNCT
easat-3292	80	4	histogram	histogram	NOUN
easat-3292	80	5	of	of	ADP
easat-3292	80	6	fault	fault	NOUN
easat-3292	80	7	distribution	distribution	NOUN
easat-3292	80	8	in	in	ADP
easat-3292	80	9	passenger	passenger	NOUN
easat-3292	80	10	wagon	wagon	NOUN
easat-3292	80	11	brake	brake	NOUN
easat-3292	80	12	equipment	equipment	NOUN
easat-3292	80	13	.	.	PUNCT
easat-3292	81	1	number	number	NOUN
easat-3292	81	2	of	of	ADP
easat-3292	81	3	components	component	NOUN
easat-3292	81	4	,	,	PUNCT
easat-3292	81	5	units	unit	NOUN
easat-3292	81	6	.	.	PUNCT
easat-3292	82	1	1	1	NUM
easat-3292	82	2	electro	electro	ADJ
easat-3292	82	3	-	-	PUNCT
easat-3292	82	4	pneumatic	pneumatic	NOUN
easat-3292	82	5	distributor	distributor	NOUN
easat-3292	82	6	no	no	NOUN
easat-3292	82	7	.	.	PROPN
easat-3292	82	8	305	305	NUM
easat-3292	82	9	,	,	PUNCT
easat-3292	82	10	2	2	NUM
easat-3292	82	11	air	air	NOUN
easat-3292	82	12	distributor	distributor	NOUN
easat-3292	82	13	no	no	NOUN
easat-3292	82	14	.	.	PROPN
easat-3292	82	15	292	292	NUM
easat-3292	82	16	,	,	PUNCT
easat-3292	82	17	3	3	NUM
easat-3292	82	18	electrical	electrical	ADJ
easat-3292	82	19	main	main	ADJ
easat-3292	82	20	line	line	NOUN
easat-3292	82	21	,	,	PUNCT
easat-3292	82	22	4	4	NUM
easat-3292	82	23	brake	brake	NOUN
easat-3292	82	24	fittings	fitting	NOUN
easat-3292	82	25	,	,	PUNCT
easat-3292	82	26	5	5	NUM
easat-3292	82	27	brake	brake	NOUN
easat-3292	82	28	main	main	ADJ
easat-3292	82	29	line	line	NOUN
easat-3292	82	30	,	,	PUNCT
easat-3292	82	31	6	6	NUM
easat-3292	82	32	brake	brake	NOUN
easat-3292	82	33	cylinder	cylinder	NOUN
easat-3292	82	34	,	,	PUNCT
easat-3292	82	35	7	7	NUM
easat-3292	82	36	spare	spare	ADJ
easat-3292	82	37	reservoir	reservoir	NOUN
easat-3292	82	38	for	for	ADP
easat-3292	82	39	a	a	DET
easat-3292	82	40	qualitative	qualitative	ADJ
easat-3292	82	41	assessment	assessment	NOUN
easat-3292	82	42	of	of	ADP
easat-3292	82	43	the	the	DET
easat-3292	82	44	statistical	statistical	ADJ
easat-3292	82	45	material	material	NOUN
easat-3292	82	46	,	,	PUNCT
easat-3292	82	47	the	the	DET
easat-3292	82	48	inspection	inspection	NOUN
easat-3292	82	49	of	of	ADP
easat-3292	82	50	the	the	DET
easat-3292	82	51	braking	brake	VERB
easat-3292	82	52	equipment	equipment	NOUN
easat-3292	82	53	of	of	ADP
easat-3292	82	54	passenger	passenger	NOUN
easat-3292	82	55	wagons	wagon	NOUN
easat-3292	82	56	was	be	AUX
easat-3292	82	57	carried	carry	VERB
easat-3292	82	58	out	out	ADP
easat-3292	82	59	throughout	throughout	ADP
easat-3292	82	60	2023	2023	NUM
easat-3292	82	61	in	in	ADP
easat-3292	82	62	the	the	DET
easat-3292	82	63	operational	operational	ADJ
easat-3292	82	64	and	and	CCONJ
easat-3292	82	65	repair	repair	NOUN
easat-3292	82	66	units	unit	NOUN
easat-3292	82	67	of	of	ADP
easat-3292	82	68	the	the	DET
easat-3292	82	69	passenger	passenger	NOUN
easat-3292	82	70	complex	complex	NOUN
easat-3292	82	71	of	of	ADP
easat-3292	82	72	jsc	jsc	PROPN
easat-3292	82	73	"	"	PUNCT
easat-3292	82	74	ukrzaliznytsia	ukrzaliznytsia	PROPN
easat-3292	82	75	"	"	PUNCT
easat-3292	82	76	.	.	PUNCT
easat-3292	83	1	based	base	VERB
easat-3292	83	2	on	on	ADP
easat-3292	83	3	the	the	DET
easat-3292	83	4	inspection	inspection	NOUN
easat-3292	83	5	results	result	NOUN
easat-3292	83	6	,	,	PUNCT
easat-3292	83	7	the	the	DET
easat-3292	83	8	collected	collect	VERB
easat-3292	83	9	statistical	statistical	ADJ
easat-3292	83	10	material	material	NOUN
easat-3292	83	11	was	be	AUX
easat-3292	83	12	processed	process	VERB
easat-3292	83	13	,	,	PUNCT
easat-3292	83	14	and	and	CCONJ
easat-3292	83	15	a	a	DET
easat-3292	83	16	fault	fault	NOUN
easat-3292	83	17	distribution	distribution	NOUN
easat-3292	83	18	diagram	diagram	NOUN
easat-3292	83	19	of	of	ADP
easat-3292	83	20	the	the	DET
easat-3292	83	21	braking	brake	VERB
easat-3292	83	22	equipment	equipment	NOUN
easat-3292	83	23	components	component	NOUN
easat-3292	83	24	for	for	ADP
easat-3292	83	25	2023	2023	NUM
easat-3292	83	26	was	be	AUX
easat-3292	83	27	constructed	construct	VERB
easat-3292	83	28	(	(	PUNCT
easat-3292	83	29	figure	figure	NOUN
easat-3292	83	30	2	2	NUM
easat-3292	83	31	)	)	PUNCT
easat-3292	83	32	.	.	PUNCT
easat-3292	84	1	5961	5961	NUM
easat-3292	84	2	edelweiss	edelweiss	PROPN
easat-3292	84	3	applied	apply	VERB
easat-3292	84	4	science	science	NOUN
easat-3292	84	5	and	and	CCONJ
easat-3292	84	6	technology	technology	NOUN
easat-3292	84	7	issn	issn	PROPN
easat-3292	84	8	:	:	PUNCT
easat-3292	84	9	2576	2576	NUM
easat-3292	84	10	-	-	SYM
easat-3292	84	11	8484	8484	NUM
easat-3292	84	12	vol	vol	NOUN
easat-3292	84	13	.	.	PROPN
easat-3292	84	14	8	8	NUM
easat-3292	84	15	,	,	PUNCT
easat-3292	84	16	no	no	INTJ
easat-3292	84	17	.	.	NOUN
easat-3292	85	1	6	6	NUM
easat-3292	85	2	:	:	SYM
easat-3292	85	3	5957	5957	NUM
easat-3292	85	4	-	-	SYM
easat-3292	85	5	5970	5970	NUM
easat-3292	85	6	,	,	PUNCT
easat-3292	85	7	2024	2024	NUM
easat-3292	85	8	doi	doi	NOUN
easat-3292	85	9	:	:	PUNCT
easat-3292	85	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	85	11	©	©	ADP
easat-3292	85	12	2024	2024	NUM
easat-3292	85	13	by	by	ADP
easat-3292	85	14	the	the	DET
easat-3292	85	15	authors	author	NOUN
easat-3292	85	16	;	;	PUNCT
easat-3292	85	17	licensee	licensee	PROPN
easat-3292	85	18	learning	learn	VERB
easat-3292	85	19	gate	gate	NOUN
easat-3292	85	20	figure	figure	NOUN
easat-3292	85	21	2	2	NUM
easat-3292	85	22	.	.	X
easat-3292	85	23	diagram	diagram	NOUN
easat-3292	85	24	of	of	ADP
easat-3292	85	25	the	the	DET
easat-3292	85	26	distribution	distribution	NOUN
easat-3292	85	27	of	of	ADP
easat-3292	85	28	faults	fault	NOUN
easat-3292	85	29	in	in	ADP
easat-3292	85	30	brake	brake	NOUN
easat-3292	85	31	equipment	equipment	NOUN
easat-3292	85	32	components	component	NOUN
easat-3292	85	33	.	.	PUNCT
easat-3292	86	1	based	base	VERB
easat-3292	86	2	on	on	ADP
easat-3292	86	3	the	the	DET
easat-3292	86	4	analysis	analysis	NOUN
easat-3292	86	5	of	of	ADP
easat-3292	86	6	the	the	DET
easat-3292	86	7	diagram	diagram	NOUN
easat-3292	86	8	,	,	PUNCT
easat-3292	86	9	the	the	DET
easat-3292	86	10	main	main	ADJ
easat-3292	86	11	types	type	NOUN
easat-3292	86	12	of	of	ADP
easat-3292	86	13	faults	fault	NOUN
easat-3292	86	14	in	in	ADP
easat-3292	86	15	percentages	percentage	NOUN
easat-3292	86	16	are	be	AUX
easat-3292	86	17	highlighted	highlight	VERB
easat-3292	86	18	as	as	SCONJ
easat-3292	86	19	follows	follow	VERB
easat-3292	86	20	:	:	PUNCT
easat-3292	86	21	•	•	NUM
easat-3292	86	22	faults	fault	NOUN
easat-3292	86	23	in	in	ADP
easat-3292	86	24	electro	electro	ADJ
easat-3292	86	25	-	-	PUNCT
easat-3292	86	26	pneumatic	pneumatic	ADJ
easat-3292	86	27	distributors	distributor	NOUN
easat-3292	87	1	no	no	INTJ
easat-3292	87	2	.	.	NOUN
easat-3292	87	3	305	305	NUM
easat-3292	87	4	,	,	PUNCT
easat-3292	87	5	which	which	PRON
easat-3292	87	6	occur	occur	VERB
easat-3292	87	7	due	due	ADJ
easat-3292	87	8	to	to	ADP
easat-3292	87	9	inoperative	inoperative	ADJ
easat-3292	87	10	brake	brake	NOUN
easat-3292	87	11	and	and	CCONJ
easat-3292	87	12	release	release	VERB
easat-3292	87	13	solenoid	solenoid	NOUN
easat-3292	87	14	valve	valve	NOUN
easat-3292	87	15	,	,	PUNCT
easat-3292	87	16	faulty	faulty	ADJ
easat-3292	87	17	pneumatic	pneumatic	ADJ
easat-3292	87	18	relay	relay	NOUN
easat-3292	87	19	,	,	PUNCT
easat-3292	87	20	clogged	clog	VERB
easat-3292	87	21	throttle	throttle	NOUN
easat-3292	87	22	holes	hole	NOUN
easat-3292	87	23	;	;	PUNCT
easat-3292	87	24	damaged	damage	VERB
easat-3292	87	25	(	(	PUNCT
easat-3292	87	26	punctured	punctured	ADJ
easat-3292	87	27	)	)	PUNCT
easat-3292	87	28	diode	diode	NOUN
easat-3292	87	29	;	;	PUNCT
easat-3292	87	30	damaged	damage	VERB
easat-3292	87	31	electrical	electrical	ADJ
easat-3292	87	32	contacts	contact	NOUN
easat-3292	87	33	,	,	PUNCT
easat-3292	87	34	etc	etc	X
easat-3292	87	35	.	.	X
easat-3292	87	36	,	,	PUNCT
easat-3292	87	37	accounting	account	VERB
easat-3292	87	38	for	for	ADP
easat-3292	87	39	30	30	NUM
easat-3292	87	40	%	%	NOUN
easat-3292	87	41	;	;	PUNCT
easat-3292	87	42	•	•	NUM
easat-3292	87	43	faults	fault	NOUN
easat-3292	87	44	in	in	ADP
easat-3292	87	45	pneumatic	pneumatic	ADJ
easat-3292	87	46	distributors	distributor	NOUN
easat-3292	88	1	no	no	INTJ
easat-3292	88	2	.	.	NOUN
easat-3292	88	3	292	292	NUM
easat-3292	88	4	,	,	PUNCT
easat-3292	88	5	which	which	PRON
easat-3292	88	6	occur	occur	VERB
easat-3292	88	7	due	due	ADJ
easat-3292	88	8	to	to	ADP
easat-3292	88	9	clogged	clogged	ADJ
easat-3292	88	10	throttle	throttle	NOUN
easat-3292	88	11	holes	hole	NOUN
easat-3292	88	12	and	and	CCONJ
easat-3292	88	13	filters	filter	NOUN
easat-3292	88	14	;	;	PUNCT
easat-3292	88	15	wear	wear	NOUN
easat-3292	88	16	of	of	ADP
easat-3292	88	17	the	the	DET
easat-3292	88	18	main	main	ADJ
easat-3292	88	19	and	and	CCONJ
easat-3292	88	20	cut	cut	VERB
easat-3292	88	21	-	-	PUNCT
easat-3292	88	22	off	off	ADP
easat-3292	88	23	spool	spool	NOUN
easat-3292	88	24	;	;	PUNCT
easat-3292	88	25	wear	wear	NOUN
easat-3292	88	26	of	of	ADP
easat-3292	88	27	the	the	DET
easat-3292	88	28	sleeve	sleeve	NOUN
easat-3292	88	29	and	and	CCONJ
easat-3292	88	30	main	main	ADJ
easat-3292	88	31	piston	piston	NOUN
easat-3292	88	32	,	,	PUNCT
easat-3292	88	33	etc	etc	X
easat-3292	88	34	.	.	X
easat-3292	88	35	,	,	PUNCT
easat-3292	88	36	accounting	account	VERB
easat-3292	88	37	for	for	ADP
easat-3292	88	38	27	27	NUM
easat-3292	88	39	%	%	NOUN
easat-3292	88	40	;	;	PUNCT
easat-3292	88	41	•	•	NUM
easat-3292	88	42	faults	fault	NOUN
easat-3292	88	43	in	in	ADP
easat-3292	88	44	the	the	DET
easat-3292	88	45	electrical	electrical	ADJ
easat-3292	88	46	main	main	ADJ
easat-3292	88	47	line	line	NOUN
easat-3292	88	48	,	,	PUNCT
easat-3292	88	49	particularly	particularly	ADV
easat-3292	88	50	due	due	ADJ
easat-3292	88	51	to	to	ADP
easat-3292	88	52	damaged	damage	VERB
easat-3292	88	53	contacts	contact	NOUN
easat-3292	88	54	of	of	ADP
easat-3292	88	55	the	the	DET
easat-3292	88	56	electrical	electrical	ADJ
easat-3292	88	57	part	part	NOUN
easat-3292	88	58	of	of	ADP
easat-3292	88	59	the	the	DET
easat-3292	88	60	connecting	connect	VERB
easat-3292	88	61	hoses	hose	NOUN
easat-3292	88	62	,	,	PUNCT
easat-3292	88	63	breakdown	breakdown	NOUN
easat-3292	88	64	of	of	ADP
easat-3292	88	65	the	the	DET
easat-3292	88	66	electrical	electrical	ADJ
easat-3292	88	67	wire	wire	NOUN
easat-3292	88	68	to	to	ADP
easat-3292	88	69	the	the	DET
easat-3292	88	70	body	body	NOUN
easat-3292	88	71	,	,	PUNCT
easat-3292	88	72	damage	damage	NOUN
easat-3292	88	73	or	or	CCONJ
easat-3292	88	74	reduction	reduction	NOUN
easat-3292	88	75	of	of	ADP
easat-3292	88	76	wire	wire	NOUN
easat-3292	88	77	insulation	insulation	NOUN
easat-3292	88	78	resistance	resistance	NOUN
easat-3292	88	79	,	,	PUNCT
easat-3292	88	80	lack	lack	NOUN
easat-3292	88	81	of	of	ADP
easat-3292	88	82	contact	contact	NOUN
easat-3292	88	83	in	in	ADP
easat-3292	88	84	terminal	terminal	ADJ
easat-3292	88	85	boxes	box	NOUN
easat-3292	88	86	,	,	PUNCT
easat-3292	88	87	damage	damage	NOUN
easat-3292	88	88	or	or	CCONJ
easat-3292	88	89	breakage	breakage	NOUN
easat-3292	88	90	of	of	ADP
easat-3292	88	91	wires	wire	NOUN
easat-3292	88	92	,	,	PUNCT
easat-3292	88	93	etc	etc	X
easat-3292	88	94	.	.	X
easat-3292	88	95	,	,	PUNCT
easat-3292	88	96	accounting	account	VERB
easat-3292	88	97	for	for	ADP
easat-3292	88	98	10	10	NUM
easat-3292	88	99	%	%	NOUN
easat-3292	88	100	;	;	PUNCT
easat-3292	88	101	•	•	NUM
easat-3292	88	102	faults	fault	NOUN
easat-3292	88	103	in	in	ADP
easat-3292	88	104	brake	brake	NOUN
easat-3292	88	105	fittings	fitting	NOUN
easat-3292	88	106	appear	appear	VERB
easat-3292	88	107	due	due	ADJ
easat-3292	88	108	to	to	ADP
easat-3292	88	109	inoperative	inoperative	ADJ
easat-3292	88	110	end	end	NOUN
easat-3292	88	111	valve	valve	NOUN
easat-3292	88	112	,	,	PUNCT
easat-3292	88	113	stop	stop	VERB
easat-3292	88	114	valve	valve	NOUN
easat-3292	88	115	,	,	PUNCT
easat-3292	88	116	and	and	CCONJ
easat-3292	88	117	disconnecting	disconnect	VERB
easat-3292	88	118	valve	valve	NOUN
easat-3292	88	119	,	,	PUNCT
easat-3292	88	120	etc	etc	X
easat-3292	88	121	.	.	X
easat-3292	88	122	,	,	PUNCT
easat-3292	88	123	accounting	account	VERB
easat-3292	88	124	for	for	ADP
easat-3292	88	125	10	10	NUM
easat-3292	88	126	%	%	NOUN
easat-3292	88	127	;	;	PUNCT
easat-3292	88	128	•	•	NUM
easat-3292	88	129	faults	fault	NOUN
easat-3292	88	130	in	in	ADP
easat-3292	88	131	the	the	DET
easat-3292	88	132	brake	brake	NOUN
easat-3292	88	133	main	main	ADJ
easat-3292	88	134	line	line	NOUN
easat-3292	88	135	occur	occur	VERB
easat-3292	88	136	due	due	ADJ
easat-3292	88	137	to	to	ADP
easat-3292	88	138	damaged	damaged	ADJ
easat-3292	88	139	pipes	pipe	NOUN
easat-3292	88	140	,	,	PUNCT
easat-3292	88	141	loss	loss	NOUN
easat-3292	88	142	of	of	ADP
easat-3292	88	143	tightness	tightness	NOUN
easat-3292	88	144	at	at	ADP
easat-3292	88	145	coupling	couple	VERB
easat-3292	88	146	joints	joint	NOUN
easat-3292	88	147	,	,	PUNCT
easat-3292	88	148	etc	etc	X
easat-3292	88	149	.	.	X
easat-3292	88	150	,	,	PUNCT
easat-3292	88	151	accounting	account	VERB
easat-3292	88	152	for	for	ADP
easat-3292	88	153	9	9	NUM
easat-3292	88	154	%	%	NOUN
easat-3292	88	155	;	;	PUNCT
easat-3292	88	156	•	•	NUM
easat-3292	88	157	faults	fault	NOUN
easat-3292	88	158	in	in	ADP
easat-3292	88	159	brake	brake	NOUN
easat-3292	88	160	cylinders	cylinder	NOUN
easat-3292	88	161	appear	appear	VERB
easat-3292	88	162	due	due	ADJ
easat-3292	88	163	to	to	ADP
easat-3292	88	164	worn	worn	ADJ
easat-3292	88	165	seals	seal	NOUN
easat-3292	88	166	,	,	PUNCT
easat-3292	88	167	sagging	sag	VERB
easat-3292	88	168	or	or	CCONJ
easat-3292	88	169	broken	broken	ADJ
easat-3292	88	170	return	return	NOUN
easat-3292	88	171	springs	spring	NOUN
easat-3292	88	172	,	,	PUNCT
easat-3292	88	173	wear	wear	VERB
easat-3292	88	174	or	or	CCONJ
easat-3292	88	175	bending	bending	NOUN
easat-3292	88	176	of	of	ADP
easat-3292	88	177	the	the	DET
easat-3292	88	178	rod	rod	NOUN
easat-3292	88	179	,	,	PUNCT
easat-3292	88	180	damage	damage	NOUN
easat-3292	88	181	to	to	ADP
easat-3292	88	182	the	the	DET
easat-3292	88	183	seal	seal	NOUN
easat-3292	88	184	between	between	ADP
easat-3292	88	185	the	the	DET
easat-3292	88	186	body	body	NOUN
easat-3292	88	187	and	and	CCONJ
easat-3292	88	188	the	the	DET
easat-3292	88	189	cover	cover	NOUN
easat-3292	88	190	,	,	PUNCT
easat-3292	88	191	etc	etc	X
easat-3292	88	192	.	.	X
easat-3292	88	193	,	,	PUNCT
easat-3292	88	194	accounting	account	VERB
easat-3292	88	195	for	for	ADP
easat-3292	88	196	9	9	NUM
easat-3292	88	197	%	%	NOUN
easat-3292	88	198	;	;	PUNCT
easat-3292	88	199	•	•	NUM
easat-3292	88	200	faults	fault	NOUN
easat-3292	88	201	in	in	ADP
easat-3292	88	202	spare	spare	ADJ
easat-3292	88	203	reservoirs	reservoir	NOUN
easat-3292	88	204	occur	occur	VERB
easat-3292	88	205	due	due	ADJ
easat-3292	88	206	to	to	ADP
easat-3292	88	207	local	local	ADJ
easat-3292	88	208	wear	wear	NOUN
easat-3292	88	209	,	,	PUNCT
easat-3292	88	210	corrosion	corrosion	NOUN
easat-3292	88	211	and	and	CCONJ
easat-3292	88	212	mechanical	mechanical	ADJ
easat-3292	88	213	damage	damage	NOUN
easat-3292	88	214	,	,	PUNCT
easat-3292	88	215	overdue	overdue	ADJ
easat-3292	88	216	testing	testing	NOUN
easat-3292	88	217	,	,	PUNCT
easat-3292	88	218	etc	etc	X
easat-3292	88	219	.	.	X
easat-3292	88	220	,	,	PUNCT
easat-3292	88	221	accounting	account	VERB
easat-3292	88	222	for	for	ADP
easat-3292	88	223	5	5	NUM
easat-3292	88	224	%	%	NOUN
easat-3292	88	225	.	.	PUNCT
easat-3292	89	1	based	base	VERB
easat-3292	89	2	on	on	ADP
easat-3292	89	3	the	the	DET
easat-3292	89	4	results	result	NOUN
easat-3292	89	5	of	of	ADP
easat-3292	89	6	the	the	DET
easat-3292	89	7	technical	technical	ADJ
easat-3292	89	8	inspection	inspection	NOUN
easat-3292	89	9	conducted	conduct	VERB
easat-3292	89	10	under	under	ADP
easat-3292	89	11	operating	operating	NOUN
easat-3292	89	12	conditions	condition	NOUN
easat-3292	89	13	at	at	ADP
easat-3292	89	14	the	the	DET
easat-3292	89	15	formation	formation	NOUN
easat-3292	89	16	and	and	CCONJ
easat-3292	89	17	turnover	turnover	NOUN
easat-3292	89	18	point	point	NOUN
easat-3292	89	19	,	,	PUNCT
easat-3292	89	20	as	as	ADV
easat-3292	89	21	well	well	ADV
easat-3292	89	22	as	as	ADP
easat-3292	89	23	along	along	ADP
easat-3292	89	24	the	the	DET
easat-3292	89	25	route	route	NOUN
easat-3292	89	26	,	,	PUNCT
easat-3292	89	27	the	the	DET
easat-3292	89	28	distribution	distribution	NOUN
easat-3292	89	29	of	of	ADP
easat-3292	89	30	faults	fault	NOUN
easat-3292	89	31	in	in	ADP
easat-3292	89	32	epr	epr	PROPN
easat-3292	89	33	no	no	INTJ
easat-3292	89	34	.	.	PROPN
easat-3292	89	35	305	305	NUM
easat-3292	89	36	is	be	AUX
easat-3292	89	37	shown	show	VERB
easat-3292	89	38	(	(	PUNCT
easat-3292	89	39	figure	figure	NOUN
easat-3292	89	40	3	3	NUM
easat-3292	89	41	)	)	PUNCT
easat-3292	89	42	.	.	PUNCT
easat-3292	90	1	5962	5962	NUM
easat-3292	90	2	edelweiss	edelweiss	PROPN
easat-3292	90	3	applied	apply	VERB
easat-3292	90	4	science	science	NOUN
easat-3292	90	5	and	and	CCONJ
easat-3292	90	6	technology	technology	NOUN
easat-3292	90	7	issn	issn	PROPN
easat-3292	90	8	:	:	PUNCT
easat-3292	90	9	2576	2576	NUM
easat-3292	90	10	-	-	SYM
easat-3292	90	11	8484	8484	NUM
easat-3292	90	12	vol	vol	NOUN
easat-3292	90	13	.	.	PROPN
easat-3292	90	14	8	8	NUM
easat-3292	90	15	,	,	PUNCT
easat-3292	90	16	no	no	INTJ
easat-3292	90	17	.	.	NOUN
easat-3292	91	1	6	6	NUM
easat-3292	91	2	:	:	SYM
easat-3292	91	3	5957	5957	NUM
easat-3292	91	4	-	-	SYM
easat-3292	91	5	5970	5970	NUM
easat-3292	91	6	,	,	PUNCT
easat-3292	91	7	2024	2024	NUM
easat-3292	91	8	doi	doi	NOUN
easat-3292	91	9	:	:	PUNCT
easat-3292	91	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	91	11	©	©	ADP
easat-3292	91	12	2024	2024	NUM
easat-3292	91	13	by	by	ADP
easat-3292	91	14	the	the	DET
easat-3292	91	15	authors	author	NOUN
easat-3292	91	16	;	;	PUNCT
easat-3292	91	17	licensee	licensee	PROPN
easat-3292	91	18	learning	learn	VERB
easat-3292	91	19	gate	gate	PROPN
easat-3292	91	20	figure	figure	NOUN
easat-3292	91	21	3	3	NUM
easat-3292	91	22	.	.	X
easat-3292	91	23	diagram	diagram	NOUN
easat-3292	91	24	of	of	ADP
easat-3292	91	25	brake	brake	NOUN
easat-3292	91	26	equipment	equipment	NOUN
easat-3292	91	27	failures	failure	NOUN
easat-3292	91	28	due	due	ADJ
easat-3292	91	29	to	to	ADP
easat-3292	91	30	electro	electro	VERB
easat-3292	91	31	-	-	PUNCT
easat-3292	91	32	pneumatic	pneumatic	ADJ
easat-3292	91	33	distributor	distributor	NOUN
easat-3292	91	34	malfunctions	malfunction	NOUN
easat-3292	91	35	.	.	PUNCT
easat-3292	92	1	based	base	VERB
easat-3292	92	2	on	on	ADP
easat-3292	92	3	the	the	DET
easat-3292	92	4	analysis	analysis	NOUN
easat-3292	92	5	of	of	ADP
easat-3292	92	6	the	the	DET
easat-3292	92	7	diagram	diagram	NOUN
easat-3292	92	8	,	,	PUNCT
easat-3292	92	9	the	the	DET
easat-3292	92	10	main	main	ADJ
easat-3292	92	11	types	type	NOUN
easat-3292	92	12	of	of	ADP
easat-3292	92	13	electro	electro	ADJ
easat-3292	92	14	-	-	PUNCT
easat-3292	92	15	pneumatic	pneumatic	ADJ
easat-3292	92	16	distributor	distributor	NOUN
easat-3292	92	17	malfunctions	malfunction	NOUN
easat-3292	92	18	are	be	AUX
easat-3292	92	19	highlighted	highlight	VERB
easat-3292	92	20	as	as	SCONJ
easat-3292	92	21	follows	follow	VERB
easat-3292	92	22	(	(	PUNCT
easat-3292	92	23	in	in	ADP
easat-3292	92	24	percentages	percentage	NOUN
easat-3292	92	25	):	):	PUNCT
easat-3292	92	26	•	•	ADP
easat-3292	92	27	the	the	DET
easat-3292	92	28	filling	filling	NOUN
easat-3292	92	29	time	time	NOUN
easat-3292	92	30	of	of	ADP
easat-3292	92	31	the	the	DET
easat-3292	92	32	brake	brake	NOUN
easat-3292	92	33	cylinder	cylinder	NOUN
easat-3292	92	34	during	during	ADP
easat-3292	92	35	full	full	ADJ
easat-3292	92	36	-	-	PUNCT
easat-3292	92	37	service	service	NOUN
easat-3292	92	38	braking	braking	NOUN
easat-3292	92	39	exceeds	exceed	VERB
easat-3292	92	40	the	the	DET
easat-3292	92	41	norm	norm	NOUN
easat-3292	92	42	due	due	ADP
easat-3292	92	43	to	to	ADP
easat-3292	92	44	clogged	clogged	ADJ
easat-3292	92	45	calibrated	calibrate	VERB
easat-3292	92	46	holes	hole	NOUN
easat-3292	92	47	,	,	PUNCT
easat-3292	92	48	misadjusted	misadjusted	ADJ
easat-3292	92	49	brake	brake	NOUN
easat-3292	92	50	solenoid	solenoid	NOUN
easat-3292	92	51	valve	valve	NOUN
easat-3292	92	52	,	,	PUNCT
easat-3292	92	53	sticking	stick	VERB
easat-3292	92	54	brake	brake	NOUN
easat-3292	92	55	valve	valve	NOUN
easat-3292	92	56	of	of	ADP
easat-3292	92	57	the	the	DET
easat-3292	92	58	pneumatic	pneumatic	ADJ
easat-3292	92	59	relay	relay	NOUN
easat-3292	92	60	,	,	PUNCT
easat-3292	92	61	etc	etc	X
easat-3292	92	62	.	.	X
easat-3292	92	63	,	,	PUNCT
easat-3292	92	64	which	which	PRON
easat-3292	92	65	accounts	account	VERB
easat-3292	92	66	for	for	ADP
easat-3292	92	67	21	21	NUM
easat-3292	92	68	%	%	NOUN
easat-3292	92	69	.	.	PUNCT
easat-3292	93	1	•	•	NUM
easat-3292	93	2	the	the	DET
easat-3292	93	3	release	release	NOUN
easat-3292	93	4	time	time	NOUN
easat-3292	93	5	after	after	SCONJ
easat-3292	93	6	full	full	ADJ
easat-3292	93	7	-	-	PUNCT
easat-3292	93	8	service	service	NOUN
easat-3292	93	9	braking	braking	NOUN
easat-3292	93	10	exceeds	exceed	VERB
easat-3292	93	11	the	the	DET
easat-3292	93	12	norm	norm	NOUN
easat-3292	93	13	due	due	ADP
easat-3292	93	14	to	to	ADP
easat-3292	93	15	a	a	DET
easat-3292	93	16	misadjusted	misadjuste	VERB
easat-3292	93	17	release	release	NOUN
easat-3292	93	18	solenoid	solenoid	NOUN
easat-3292	93	19	valve	valve	NOUN
easat-3292	93	20	,	,	PUNCT
easat-3292	93	21	clogged	clog	VERB
easat-3292	93	22	calibrated	calibrate	VERB
easat-3292	93	23	holes	hole	NOUN
easat-3292	93	24	,	,	PUNCT
easat-3292	93	25	loss	loss	NOUN
easat-3292	93	26	of	of	ADP
easat-3292	93	27	flexibility	flexibility	NOUN
easat-3292	93	28	of	of	ADP
easat-3292	93	29	the	the	DET
easat-3292	93	30	pneumatic	pneumatic	ADJ
easat-3292	93	31	relay	relay	NOUN
easat-3292	93	32	diaphragm	diaphragm	NOUN
easat-3292	93	33	,	,	PUNCT
easat-3292	93	34	etc	etc	X
easat-3292	93	35	.	.	X
easat-3292	93	36	,	,	PUNCT
easat-3292	93	37	which	which	PRON
easat-3292	93	38	accounts	account	VERB
easat-3292	93	39	for	for	ADP
easat-3292	93	40	19	19	NUM
easat-3292	93	41	%	%	NOUN
easat-3292	93	42	.	.	PUNCT
easat-3292	94	1	•	•	NUM
easat-3292	94	2	slow	slow	ADJ
easat-3292	94	3	pressure	pressure	NOUN
easat-3292	94	4	increase	increase	NOUN
easat-3292	94	5	in	in	ADP
easat-3292	94	6	the	the	DET
easat-3292	94	7	brake	brake	NOUN
easat-3292	94	8	cylinder	cylinder	NOUN
easat-3292	94	9	in	in	ADP
easat-3292	94	10	the	the	DET
easat-3292	94	11	“	"	PUNCT
easat-3292	94	12	cut	cut	VERB
easat-3292	94	13	-	-	PUNCT
easat-3292	94	14	off	off	ADP
easat-3292	94	15	”	"	PUNCT
easat-3292	94	16	mode	mode	NOUN
easat-3292	94	17	occurs	occur	VERB
easat-3292	94	18	due	due	ADJ
easat-3292	94	19	to	to	ADP
easat-3292	94	20	damage	damage	NOUN
easat-3292	94	21	to	to	ADP
easat-3292	94	22	the	the	DET
easat-3292	94	23	brake	brake	NOUN
easat-3292	94	24	solenoid	solenoid	NOUN
easat-3292	94	25	valve	valve	NOUN
easat-3292	94	26	,	,	PUNCT
easat-3292	94	27	which	which	PRON
easat-3292	94	28	accounts	account	VERB
easat-3292	94	29	for	for	ADP
easat-3292	94	30	15	15	NUM
easat-3292	94	31	%	%	NOUN
easat-3292	94	32	.	.	PUNCT
easat-3292	95	1	•	•	NUM
easat-3292	95	2	air	air	NOUN
easat-3292	95	3	leakage	leakage	NOUN
easat-3292	95	4	from	from	ADP
easat-3292	95	5	the	the	DET
easat-3292	95	6	electrical	electrical	ADJ
easat-3292	95	7	part	part	NOUN
easat-3292	95	8	of	of	ADP
easat-3292	95	9	the	the	DET
easat-3292	95	10	electro	electro	ADJ
easat-3292	95	11	-	-	PUNCT
easat-3292	95	12	pneumatic	pneumatic	ADJ
easat-3292	95	13	distributor	distributor	NOUN
easat-3292	95	14	into	into	ADP
easat-3292	95	15	the	the	DET
easat-3292	95	16	atmosphere	atmosphere	NOUN
easat-3292	95	17	occurs	occur	VERB
easat-3292	95	18	due	due	ADJ
easat-3292	95	19	to	to	ADP
easat-3292	95	20	damaged	damage	VERB
easat-3292	95	21	gaskets	gasket	NOUN
easat-3292	95	22	,	,	PUNCT
easat-3292	95	23	faulty	faulty	ADJ
easat-3292	95	24	release	release	NOUN
easat-3292	95	25	solenoid	solenoid	NOUN
easat-3292	95	26	valve	valve	NOUN
easat-3292	95	27	,	,	PUNCT
easat-3292	95	28	etc	etc	X
easat-3292	95	29	.	.	X
easat-3292	95	30	,	,	PUNCT
easat-3292	95	31	which	which	PRON
easat-3292	95	32	accounts	account	VERB
easat-3292	95	33	for	for	ADP
easat-3292	95	34	13	13	NUM
easat-3292	95	35	%	%	NOUN
easat-3292	95	36	.	.	PUNCT
easat-3292	96	1	•	•	NUM
easat-3292	96	2	air	air	NOUN
easat-3292	96	3	leakage	leakage	NOUN
easat-3292	96	4	from	from	ADP
easat-3292	96	5	the	the	DET
easat-3292	96	6	pneumatic	pneumatic	ADJ
easat-3292	96	7	part	part	NOUN
easat-3292	96	8	of	of	ADP
easat-3292	96	9	the	the	DET
easat-3292	96	10	electro	electro	ADJ
easat-3292	96	11	-	-	PUNCT
easat-3292	96	12	pneumatic	pneumatic	ADJ
easat-3292	96	13	distributor	distributor	NOUN
easat-3292	96	14	into	into	ADP
easat-3292	96	15	the	the	DET
easat-3292	96	16	atmosphere	atmosphere	NOUN
easat-3292	96	17	in	in	ADP
easat-3292	96	18	all	all	DET
easat-3292	96	19	operating	operate	VERB
easat-3292	96	20	modes	mode	NOUN
easat-3292	96	21	can	can	AUX
easat-3292	96	22	occur	occur	VERB
easat-3292	96	23	due	due	ADP
easat-3292	96	24	to	to	ADP
easat-3292	96	25	a	a	DET
easat-3292	96	26	faulty	faulty	ADJ
easat-3292	96	27	brake	brake	NOUN
easat-3292	96	28	valve	valve	NOUN
easat-3292	96	29	of	of	ADP
easat-3292	96	30	the	the	DET
easat-3292	96	31	pneumatic	pneumatic	ADJ
easat-3292	96	32	relay	relay	NOUN
easat-3292	96	33	,	,	PUNCT
easat-3292	96	34	damage	damage	NOUN
easat-3292	96	35	or	or	CCONJ
easat-3292	96	36	wear	wear	NOUN
easat-3292	96	37	of	of	ADP
easat-3292	96	38	the	the	DET
easat-3292	96	39	pneumatic	pneumatic	ADJ
easat-3292	96	40	relay	relay	NOUN
easat-3292	96	41	seal	seal	NOUN
easat-3292	96	42	,	,	PUNCT
easat-3292	96	43	etc	etc	X
easat-3292	96	44	.	.	X
easat-3292	96	45	,	,	PUNCT
easat-3292	96	46	which	which	PRON
easat-3292	96	47	accounts	account	VERB
easat-3292	96	48	for	for	ADP
easat-3292	96	49	11	11	NUM
easat-3292	96	50	%	%	NOUN
easat-3292	96	51	.	.	PUNCT
easat-3292	97	1	5963	5963	NUM
easat-3292	97	2	edelweiss	edelweiss	PROPN
easat-3292	97	3	applied	apply	VERB
easat-3292	97	4	science	science	NOUN
easat-3292	97	5	and	and	CCONJ
easat-3292	97	6	technology	technology	NOUN
easat-3292	97	7	issn	issn	PROPN
easat-3292	97	8	:	:	PUNCT
easat-3292	97	9	2576	2576	NUM
easat-3292	97	10	-	-	SYM
easat-3292	97	11	8484	8484	NUM
easat-3292	97	12	vol	vol	NOUN
easat-3292	97	13	.	.	PROPN
easat-3292	97	14	8	8	NUM
easat-3292	97	15	,	,	PUNCT
easat-3292	97	16	no	no	INTJ
easat-3292	97	17	.	.	NOUN
easat-3292	98	1	6	6	NUM
easat-3292	98	2	:	:	SYM
easat-3292	98	3	5957	5957	NUM
easat-3292	98	4	-	-	SYM
easat-3292	98	5	5970	5970	NUM
easat-3292	98	6	,	,	PUNCT
easat-3292	98	7	2024	2024	NUM
easat-3292	98	8	doi	doi	NOUN
easat-3292	98	9	:	:	PUNCT
easat-3292	98	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	98	11	©	©	ADP
easat-3292	98	12	2024	2024	NUM
easat-3292	98	13	by	by	ADP
easat-3292	98	14	the	the	DET
easat-3292	98	15	authors	author	NOUN
easat-3292	98	16	;	;	PUNCT
easat-3292	98	17	licensee	licensee	PROPN
easat-3292	98	18	learning	learning	NOUN
easat-3292	98	19	gate	gate	VERB
easat-3292	98	20	•	•	NOUN
easat-3292	98	21	air	air	NOUN
easat-3292	98	22	leakage	leakage	NOUN
easat-3292	98	23	from	from	ADP
easat-3292	98	24	the	the	DET
easat-3292	98	25	electrical	electrical	ADJ
easat-3292	98	26	part	part	NOUN
easat-3292	98	27	and	and	CCONJ
easat-3292	98	28	pneumatic	pneumatic	ADJ
easat-3292	98	29	relay	relay	NOUN
easat-3292	98	30	in	in	ADP
easat-3292	98	31	the	the	DET
easat-3292	98	32	“	"	PUNCT
easat-3292	98	33	cut	cut	VERB
easat-3292	98	34	-	-	PUNCT
easat-3292	98	35	off	off	ADP
easat-3292	98	36	”	"	PUNCT
easat-3292	98	37	mode	mode	NOUN
easat-3292	98	38	with	with	ADP
easat-3292	98	39	a	a	DET
easat-3292	98	40	decrease	decrease	NOUN
easat-3292	98	41	in	in	ADP
easat-3292	98	42	pressure	pressure	NOUN
easat-3292	98	43	in	in	ADP
easat-3292	98	44	the	the	DET
easat-3292	98	45	brake	brake	NOUN
easat-3292	98	46	cylinder	cylinder	NOUN
easat-3292	98	47	occurs	occur	VERB
easat-3292	98	48	due	due	ADJ
easat-3292	98	49	to	to	ADP
easat-3292	98	50	a	a	DET
easat-3292	98	51	faulty	faulty	ADJ
easat-3292	98	52	brake	brake	NOUN
easat-3292	98	53	valve	valve	NOUN
easat-3292	98	54	of	of	ADP
easat-3292	98	55	the	the	DET
easat-3292	98	56	pneumatic	pneumatic	ADJ
easat-3292	98	57	relay	relay	NOUN
easat-3292	98	58	,	,	PUNCT
easat-3292	98	59	damage	damage	NOUN
easat-3292	98	60	to	to	ADP
easat-3292	98	61	the	the	DET
easat-3292	98	62	release	release	NOUN
easat-3292	98	63	valve	valve	NOUN
easat-3292	98	64	of	of	ADP
easat-3292	98	65	the	the	DET
easat-3292	98	66	pneumatic	pneumatic	ADJ
easat-3292	98	67	relay	relay	NOUN
easat-3292	98	68	,	,	PUNCT
easat-3292	98	69	faulty	faulty	ADJ
easat-3292	98	70	release	release	NOUN
easat-3292	98	71	solenoid	solenoid	NOUN
easat-3292	98	72	valve	valve	NOUN
easat-3292	98	73	,	,	PUNCT
easat-3292	98	74	damage	damage	NOUN
easat-3292	98	75	or	or	CCONJ
easat-3292	98	76	wear	wear	NOUN
easat-3292	98	77	of	of	ADP
easat-3292	98	78	the	the	DET
easat-3292	98	79	pneumatic	pneumatic	ADJ
easat-3292	98	80	relay	relay	NOUN
easat-3292	98	81	seal	seal	NOUN
easat-3292	98	82	,	,	PUNCT
easat-3292	98	83	etc	etc	X
easat-3292	98	84	.	.	X
easat-3292	98	85	,	,	PUNCT
easat-3292	98	86	which	which	PRON
easat-3292	98	87	accounts	account	VERB
easat-3292	98	88	for	for	ADP
easat-3292	98	89	8	8	NUM
easat-3292	98	90	%	%	NOUN
easat-3292	98	91	.	.	PUNCT
easat-3292	99	1	•	•	NOUN
easat-3292	99	2	pressure	pressure	NOUN
easat-3292	99	3	increase	increase	NOUN
easat-3292	99	4	in	in	ADP
easat-3292	99	5	the	the	DET
easat-3292	99	6	brake	brake	NOUN
easat-3292	99	7	cylinder	cylinder	NOUN
easat-3292	99	8	to	to	ADP
easat-3292	99	9	the	the	DET
easat-3292	99	10	maximum	maximum	ADJ
easat-3292	99	11	value	value	NOUN
easat-3292	99	12	in	in	ADP
easat-3292	99	13	the	the	DET
easat-3292	99	14	“	"	PUNCT
easat-3292	99	15	cut	cut	VERB
easat-3292	99	16	-	-	PUNCT
easat-3292	99	17	off	off	ADP
easat-3292	99	18	”	"	PUNCT
easat-3292	99	19	mode	mode	NOUN
easat-3292	99	20	during	during	ADP
easat-3292	99	21	stepwise	stepwise	NOUN
easat-3292	99	22	braking	braking	NOUN
easat-3292	99	23	occurs	occur	VERB
easat-3292	99	24	due	due	ADJ
easat-3292	99	25	to	to	ADP
easat-3292	99	26	a	a	DET
easat-3292	99	27	faulty	faulty	ADJ
easat-3292	99	28	brake	brake	NOUN
easat-3292	99	29	solenoid	solenoid	NOUN
easat-3292	99	30	valve	valve	NOUN
easat-3292	99	31	,	,	PUNCT
easat-3292	99	32	a	a	DET
easat-3292	99	33	punctured	punctured	ADJ
easat-3292	99	34	diode	diode	NOUN
easat-3292	99	35	,	,	PUNCT
easat-3292	99	36	etc	etc	X
easat-3292	99	37	.	.	X
easat-3292	99	38	,	,	PUNCT
easat-3292	99	39	which	which	PRON
easat-3292	99	40	accounts	account	VERB
easat-3292	99	41	for	for	ADP
easat-3292	99	42	7	7	NUM
easat-3292	99	43	%	%	NOUN
easat-3292	99	44	.	.	PUNCT
easat-3292	100	1	•	•	NUM
easat-3292	100	2	the	the	DET
easat-3292	100	3	electro	electro	ADJ
easat-3292	100	4	-	-	PUNCT
easat-3292	100	5	pneumatic	pneumatic	ADJ
easat-3292	100	6	distributor	distributor	NOUN
easat-3292	100	7	does	do	AUX
easat-3292	100	8	not	not	PART
easat-3292	100	9	activate	activate	VERB
easat-3292	100	10	the	the	DET
easat-3292	100	11	brake	brake	NOUN
easat-3292	100	12	or	or	CCONJ
easat-3292	100	13	release	release	VERB
easat-3292	100	14	the	the	DET
easat-3292	100	15	brake	brake	NOUN
easat-3292	100	16	due	due	ADP
easat-3292	100	17	to	to	ADP
easat-3292	100	18	a	a	DET
easat-3292	100	19	damaged	damage	VERB
easat-3292	100	20	power	power	NOUN
easat-3292	100	21	circuit	circuit	NOUN
easat-3292	100	22	of	of	ADP
easat-3292	100	23	the	the	DET
easat-3292	100	24	solenoid	solenoid	NOUN
easat-3292	100	25	valve	valve	NOUN
easat-3292	100	26	coils	coil	NOUN
easat-3292	100	27	,	,	PUNCT
easat-3292	100	28	faulty	faulty	ADJ
easat-3292	100	29	solenoid	solenoid	NOUN
easat-3292	100	30	valves	valve	NOUN
easat-3292	100	31	,	,	PUNCT
easat-3292	100	32	etc	etc	X
easat-3292	100	33	.	.	X
easat-3292	100	34	,	,	PUNCT
easat-3292	100	35	which	which	PRON
easat-3292	100	36	accounts	account	VERB
easat-3292	100	37	for	for	ADP
easat-3292	100	38	4	4	NUM
easat-3292	100	39	%	%	NOUN
easat-3292	100	40	.	.	PUNCT
easat-3292	101	1	•	•	NUM
easat-3292	101	2	air	air	NOUN
easat-3292	101	3	leakage	leakage	NOUN
easat-3292	101	4	from	from	ADP
easat-3292	101	5	the	the	DET
easat-3292	101	6	air	air	NOUN
easat-3292	101	7	distributor	distributor	NOUN
easat-3292	101	8	during	during	ADP
easat-3292	101	9	service	service	NOUN
easat-3292	101	10	braking	braking	NOUN
easat-3292	101	11	occurs	occur	VERB
easat-3292	101	12	due	due	ADJ
easat-3292	101	13	to	to	ADP
easat-3292	101	14	damage	damage	NOUN
easat-3292	101	15	to	to	ADP
easat-3292	101	16	the	the	DET
easat-3292	101	17	switching	switching	NOUN
easat-3292	101	18	valve	valve	NOUN
easat-3292	101	19	due	due	ADJ
easat-3292	101	20	to	to	ADP
easat-3292	101	21	defects	defect	NOUN
easat-3292	101	22	in	in	ADP
easat-3292	101	23	the	the	DET
easat-3292	101	24	operation	operation	NOUN
easat-3292	101	25	of	of	ADP
easat-3292	101	26	individual	individual	ADJ
easat-3292	101	27	elements	element	NOUN
easat-3292	101	28	of	of	ADP
easat-3292	101	29	the	the	DET
easat-3292	101	30	switching	switching	NOUN
easat-3292	101	31	valve	valve	NOUN
easat-3292	101	32	damage	damage	NOUN
easat-3292	101	33	to	to	ADP
easat-3292	101	34	the	the	DET
easat-3292	101	35	seat	seat	NOUN
easat-3292	101	36	or	or	CCONJ
easat-3292	101	37	valve	valve	NOUN
easat-3292	101	38	of	of	ADP
easat-3292	101	39	the	the	DET
easat-3292	101	40	switching	switch	VERB
easat-3292	101	41	piston	piston	NOUN
easat-3292	101	42	,	,	PUNCT
easat-3292	101	43	which	which	PRON
easat-3292	101	44	accounts	account	VERB
easat-3292	101	45	for	for	ADP
easat-3292	101	46	4	4	NUM
easat-3292	101	47	%	%	NOUN
easat-3292	101	48	.	.	PUNCT
easat-3292	102	1	table	table	NOUN
easat-3292	102	2	1	1	NUM
easat-3292	102	3	provides	provide	VERB
easat-3292	102	4	statistical	statistical	ADJ
easat-3292	102	5	research	research	NOUN
easat-3292	102	6	data	datum	NOUN
easat-3292	102	7	on	on	ADP
easat-3292	102	8	the	the	DET
easat-3292	102	9	detection	detection	NOUN
easat-3292	102	10	of	of	ADP
easat-3292	102	11	electro	electro	ADJ
easat-3292	102	12	-	-	PUNCT
easat-3292	102	13	pneumatic	pneumatic	ADJ
easat-3292	102	14	distributor	distributor	NOUN
easat-3292	102	15	malfunctions	malfunction	NOUN
easat-3292	102	16	no	no	INTJ
easat-3292	102	17	.	.	NOUN
easat-3292	102	18	305	305	NUM
easat-3292	102	19	,	,	PUNCT
easat-3292	102	20	obtained	obtain	VERB
easat-3292	102	21	for	for	ADP
easat-3292	102	22	different	different	ADJ
easat-3292	102	23	mileage	mileage	NOUN
easat-3292	102	24	of	of	ADP
easat-3292	102	25	passenger	passenger	NOUN
easat-3292	102	26	cars	car	NOUN
easat-3292	102	27	during	during	ADP
easat-3292	102	28	their	their	PRON
easat-3292	102	29	maintenance	maintenance	NOUN
easat-3292	102	30	.	.	PUNCT
easat-3292	103	1	the	the	DET
easat-3292	103	2	optimal	optimal	ADJ
easat-3292	103	3	number	number	NOUN
easat-3292	103	4	of	of	ADP
easat-3292	103	5	statistical	statistical	ADJ
easat-3292	103	6	data	datum	NOUN
easat-3292	103	7	was	be	AUX
easat-3292	103	8	determined	determine	VERB
easat-3292	103	9	by	by	ADP
easat-3292	103	10	the	the	DET
easat-3292	103	11	formula	formula	NOUN
easat-3292	103	12	[	[	X
easat-3292	103	13	42	42	NUM
easat-3292	103	14	,	,	PUNCT
easat-3292	103	15	43	43	NUM
easat-3292	103	16	]	]	PUNCT
easat-3292	103	17	.	.	PUNCT
easat-3292	104	1	2	2	NUM
easat-3292	104	2	2	2	NUM
easat-3292	104	3	t	t	NOUN
easat-3292	104	4	n	n	PRON
easat-3292	104	5			PROPN
easat-3292	104	6			PROPN
easat-3292	104	7			PROPN
easat-3292	104	8	=	=	SYM
easat-3292	104	9	(	(	PUNCT
easat-3292	104	10	1	1	NUM
easat-3292	104	11	)	)	PUNCT
easat-3292	104	12	where	where	SCONJ
easat-3292	104	13	t	t	NOUN
easat-3292	104	14	–	–	PUNCT
easat-3292	104	15	the	the	DET
easat-3292	104	16	value	value	NOUN
easat-3292	104	17	of	of	ADP
easat-3292	104	18	student	student	NOUN
easat-3292	104	19	's	's	PART
easat-3292	104	20	criterion	criterion	NOUN
easat-3292	104	21	for	for	ADP
easat-3292	104	22	a	a	DET
easat-3292	104	23	given	give	VERB
easat-3292	104	24	sample	sample	NOUN
easat-3292	104	25	;	;	PUNCT
easat-3292	104	26	σ	σ	X
easat-3292	104	27	–	–	PUNCT
easat-3292	104	28	root	root	NOUN
easat-3292	104	29	mean	mean	ADJ
easat-3292	104	30	square	square	ADJ
easat-3292	104	31	deviation	deviation	NOUN
easat-3292	104	32	of	of	ADP
easat-3292	104	33	the	the	DET
easat-3292	104	34	random	random	ADJ
easat-3292	104	35	variable	variable	NOUN
easat-3292	104	36	under	under	ADP
easat-3292	104	37	study	study	NOUN
easat-3292	104	38	;	;	PUNCT
easat-3292	104	39	δ	δ	PROPN
easat-3292	104	40	–	–	PUNCT
easat-3292	104	41	absolute	absolute	ADJ
easat-3292	104	42	error	error	NOUN
easat-3292	104	43	of	of	ADP
easat-3292	104	44	the	the	DET
easat-3292	104	45	measurement	measurement	NOUN
easat-3292	104	46	result	result	NOUN
easat-3292	104	47	.	.	PUNCT
easat-3292	105	1	the	the	DET
easat-3292	105	2	average	average	ADJ
easat-3292	105	3	mileage	mileage	NOUN
easat-3292	105	4	of	of	ADP
easat-3292	105	5	a	a	DET
easat-3292	105	6	passenger	passenger	NOUN
easat-3292	105	7	wagon	wagon	NOUN
easat-3292	105	8	after	after	ADP
easat-3292	105	9	technical	technical	ADJ
easat-3292	105	10	maintenance	maintenance	NOUN
easat-3292	105	11	(	(	PUNCT
easat-3292	105	12	tm-3	tm-3	NUM
easat-3292	105	13	)	)	PUNCT
easat-3292	105	14	was	be	AUX
easat-3292	105	15	78.38	78.38	NUM
easat-3292	105	16	thousand	thousand	NUM
easat-3292	105	17	km	km	NOUN
easat-3292	105	18	,	,	PUNCT
easat-3292	105	19	and	and	CCONJ
easat-3292	105	20	after	after	ADP
easat-3292	105	21	depot	depot	NOUN
easat-3292	105	22	repair	repair	NOUN
easat-3292	105	23	(	(	PUNCT
easat-3292	105	24	dr	dr	PROPN
easat-3292	105	25	)	)	PUNCT
easat-3292	105	26	was	be	AUX
easat-3292	105	27	148.89	148.89	NUM
easat-3292	105	28	thousand	thousand	NUM
easat-3292	105	29	km	km	NOUN
easat-3292	105	30	.	.	PUNCT
easat-3292	106	1	table	table	NOUN
easat-3292	106	2	1	1	NUM
easat-3292	106	3	.	.	PUNCT
easat-3292	106	4	averaged	average	VERB
easat-3292	106	5	statistical	statistical	ADJ
easat-3292	106	6	data	datum	NOUN
easat-3292	106	7	on	on	ADP
easat-3292	106	8	the	the	DET
easat-3292	106	9	faults	fault	NOUN
easat-3292	106	10	of	of	ADP
easat-3292	106	11	electro	electro	ADJ
easat-3292	106	12	-	-	PUNCT
easat-3292	106	13	pneumatic	pneumatic	ADJ
easat-3292	106	14	distributor	distributor	NOUN
easat-3292	106	15	no	no	NOUN
easat-3292	106	16	.	.	PROPN
easat-3292	106	17	305	305	NUM
easat-3292	106	18	.	.	PUNCT
easat-3292	107	1	m	m	VERB
easat-3292	107	2	o	o	NOUN
easat-3292	107	3	n	n	X
easat-3292	108	1	th	th	X
easat-3292	108	2	o	o	X
easat-3292	108	3	f	f	X
easat-3292	108	4	o	o	X
easat-3292	108	5	b	b	X
easat-3292	108	6	se	se	PROPN
easat-3292	108	7	rv	rv	PROPN
easat-3292	109	1	a	a	DET
easat-3292	109	2	ti	ti	X
easat-3292	109	3	o	o	NOUN
easat-3292	109	4	n	n	CCONJ
easat-3292	109	5	n	n	CCONJ
easat-3292	109	6	u	u	NOUN
easat-3292	109	7	m	m	NOUN
easat-3292	109	8	b	b	PROPN
easat-3292	109	9	e	e	NOUN
easat-3292	109	10	r	r	NOUN
easat-3292	109	11	o	o	X
easat-3292	109	12	f	f	X
easat-3292	109	13	f	f	PROPN
easat-3292	109	14	a	a	DET
easat-3292	109	15	u	u	INTJ
easat-3292	110	1	lt	lt	PROPN
easat-3292	110	2	s	s	PROPN
easat-3292	110	3	a	a	DET
easat-3292	110	4	v	v	X
easat-3292	110	5	e	e	NOUN
easat-3292	110	6	ra	ra	NOUN
easat-3292	110	7	g	g	PROPN
easat-3292	110	8	e	e	PROPN
easat-3292	110	9	m	m	VERB
easat-3292	110	10	il	il	PROPN
easat-3292	110	11	e	e	PROPN
easat-3292	110	12	a	a	DET
easat-3292	110	13	g	g	X
easat-3292	110	14	e	e	X
easat-3292	111	1	i	i	PRON
easat-3292	111	2	n	n	VERB
easat-3292	111	3	te	te	VERB
easat-3292	111	4	rv	rv	PROPN
easat-3292	111	5	a	a	DET
easat-3292	111	6	l	l	NOUN
easat-3292	111	7	a	a	DET
easat-3292	111	8	ft	ft	NOUN
easat-3292	111	9	e	e	NOUN
easat-3292	111	10	r	r	NOUN
easat-3292	111	11	t	t	NOUN
easat-3292	111	12	o	o	X
easat-3292	111	13	-3	-3	INTJ
easat-3292	111	14	,	,	PUNCT
easat-3292	111	15	n	n	CCONJ
easat-3292	111	16	,	,	PUNCT
easat-3292	111	17	th	th	X
easat-3292	111	18	o	o	X
easat-3292	111	19	u	u	X
easat-3292	111	20	sa	sa	PROPN
easat-3292	111	21	n	n	PROPN
easat-3292	112	1	d	d	X
easat-3292	112	2	k	k	PROPN
easat-3292	112	3	m	m	VERB
easat-3292	112	4	a	a	DET
easat-3292	112	5	v	v	X
easat-3292	112	6	e	e	NOUN
easat-3292	112	7	ra	ra	NOUN
easat-3292	112	8	g	g	PROPN
easat-3292	113	1	e	e	PROPN
easat-3292	113	2	m	m	VERB
easat-3292	113	3	il	il	PROPN
easat-3292	113	4	e	e	PROPN
easat-3292	113	5	a	a	DET
easat-3292	113	6	g	g	X
easat-3292	113	7	e	e	X
easat-3292	113	8	i	i	PRON
easat-3292	113	9	n	n	VERB
easat-3292	113	10	te	te	VERB
easat-3292	113	11	rv	rv	PROPN
easat-3292	113	12	a	a	DET
easat-3292	113	13	l	l	NOUN
easat-3292	113	14	a	a	DET
easat-3292	113	15	ft	ft	NOUN
easat-3292	113	16	e	e	NOUN
easat-3292	113	17	r	r	NOUN
easat-3292	113	18	d	d	NOUN
easat-3292	113	19	r	r	NOUN
easat-3292	113	20	,	,	PUNCT
easat-3292	113	21	n	n	CCONJ
easat-3292	113	22	,	,	PUNCT
easat-3292	113	23	th	th	X
easat-3292	113	24	o	o	X
easat-3292	113	25	u	u	X
easat-3292	113	26	sa	sa	PROPN
easat-3292	113	27	n	n	PROPN
easat-3292	114	1	d	d	X
easat-3292	114	2	k	k	X
easat-3292	114	3	m	m	VERB
easat-3292	114	4	m	m	VERB
easat-3292	114	5	o	o	NOUN
easat-3292	114	6	n	n	X
easat-3292	114	7	th	th	X
easat-3292	114	8	o	o	X
easat-3292	114	9	f	f	X
easat-3292	114	10	o	o	X
easat-3292	114	11	b	b	X
easat-3292	114	12	se	se	PROPN
easat-3292	114	13	rv	rv	PROPN
easat-3292	115	1	a	a	DET
easat-3292	115	2	ti	ti	X
easat-3292	115	3	o	o	NOUN
easat-3292	115	4	n	n	CCONJ
easat-3292	115	5	n	n	CCONJ
easat-3292	115	6	u	u	NOUN
easat-3292	115	7	m	m	NOUN
easat-3292	115	8	b	b	PROPN
easat-3292	115	9	e	e	NOUN
easat-3292	115	10	r	r	NOUN
easat-3292	115	11	o	o	X
easat-3292	115	12	f	f	X
easat-3292	115	13	f	f	PROPN
easat-3292	115	14	a	a	DET
easat-3292	115	15	u	u	INTJ
easat-3292	115	16	lt	lt	PROPN
easat-3292	115	17	s	s	PROPN
easat-3292	115	18	a	a	DET
easat-3292	115	19	v	v	X
easat-3292	115	20	e	e	NOUN
easat-3292	115	21	ra	ra	NOUN
easat-3292	115	22	g	g	PROPN
easat-3292	115	23	e	e	PROPN
easat-3292	115	24	m	m	VERB
easat-3292	115	25	il	il	PROPN
easat-3292	115	26	e	e	PROPN
easat-3292	115	27	a	a	DET
easat-3292	115	28	g	g	X
easat-3292	115	29	e	e	X
easat-3292	115	30	i	i	PRON
easat-3292	115	31	n	n	VERB
easat-3292	115	32	te	te	VERB
easat-3292	115	33	rv	rv	PROPN
easat-3292	115	34	a	a	DET
easat-3292	115	35	l	l	NOUN
easat-3292	115	36	a	a	DET
easat-3292	115	37	ft	ft	NOUN
easat-3292	115	38	e	e	NOUN
easat-3292	115	39	r	r	NOUN
easat-3292	115	40	t	t	NOUN
easat-3292	115	41	o	o	X
easat-3292	115	42	-3	-3	INTJ
easat-3292	115	43	,	,	PUNCT
easat-3292	115	44	n	n	CCONJ
easat-3292	115	45	,	,	PUNCT
easat-3292	115	46	th	th	X
easat-3292	115	47	o	o	X
easat-3292	115	48	u	u	X
easat-3292	115	49	sa	sa	PROPN
easat-3292	115	50	n	n	PROPN
easat-3292	116	1	d	d	X
easat-3292	116	2	k	k	PROPN
easat-3292	116	3	m	m	VERB
easat-3292	116	4	a	a	DET
easat-3292	116	5	v	v	X
easat-3292	116	6	e	e	NOUN
easat-3292	116	7	ra	ra	NOUN
easat-3292	116	8	g	g	PROPN
easat-3292	117	1	e	e	PROPN
easat-3292	117	2	m	m	VERB
easat-3292	117	3	il	il	PROPN
easat-3292	117	4	e	e	PROPN
easat-3292	117	5	a	a	DET
easat-3292	117	6	g	g	X
easat-3292	117	7	e	e	X
easat-3292	117	8	i	i	PRON
easat-3292	117	9	n	n	VERB
easat-3292	117	10	te	te	VERB
easat-3292	117	11	rv	rv	PROPN
easat-3292	117	12	a	a	DET
easat-3292	117	13	l	l	NOUN
easat-3292	117	14	a	a	DET
easat-3292	117	15	ft	ft	NOUN
easat-3292	117	16	e	e	NOUN
easat-3292	117	17	r	r	NOUN
easat-3292	117	18	d	d	NOUN
easat-3292	117	19	r	r	NOUN
easat-3292	117	20	,	,	PUNCT
easat-3292	117	21	n	n	CCONJ
easat-3292	117	22	,	,	PUNCT
easat-3292	117	23	th	th	X
easat-3292	117	24	o	o	X
easat-3292	117	25	u	u	X
easat-3292	117	26	sa	sa	PROPN
easat-3292	117	27	n	n	PROPN
easat-3292	118	1	d	d	X
easat-3292	118	2	k	k	X
easat-3292	118	3	m	m	VERB
easat-3292	118	4	m	m	VERB
easat-3292	118	5	o	o	NOUN
easat-3292	118	6	n	n	X
easat-3292	118	7	th	th	X
easat-3292	118	8	o	o	X
easat-3292	118	9	f	f	X
easat-3292	118	10	o	o	X
easat-3292	118	11	b	b	X
easat-3292	118	12	se	se	PROPN
easat-3292	118	13	rv	rv	PROPN
easat-3292	119	1	a	a	DET
easat-3292	119	2	ti	ti	X
easat-3292	119	3	o	o	NOUN
easat-3292	119	4	n	n	CCONJ
easat-3292	119	5	n	n	CCONJ
easat-3292	119	6	u	u	NOUN
easat-3292	119	7	m	m	NOUN
easat-3292	119	8	b	b	PROPN
easat-3292	119	9	e	e	NOUN
easat-3292	119	10	r	r	NOUN
easat-3292	119	11	o	o	X
easat-3292	119	12	f	f	X
easat-3292	119	13	f	f	PROPN
easat-3292	119	14	a	a	DET
easat-3292	119	15	u	u	INTJ
easat-3292	119	16	lt	lt	PROPN
easat-3292	119	17	s	s	PROPN
easat-3292	119	18	a	a	DET
easat-3292	119	19	v	v	X
easat-3292	119	20	e	e	NOUN
easat-3292	119	21	ra	ra	NOUN
easat-3292	119	22	g	g	PROPN
easat-3292	119	23	e	e	PROPN
easat-3292	119	24	m	m	VERB
easat-3292	119	25	il	il	PROPN
easat-3292	119	26	e	e	PROPN
easat-3292	119	27	a	a	DET
easat-3292	119	28	g	g	X
easat-3292	119	29	e	e	X
easat-3292	119	30	i	i	PRON
easat-3292	119	31	n	n	VERB
easat-3292	119	32	te	te	VERB
easat-3292	119	33	rv	rv	PROPN
easat-3292	119	34	a	a	DET
easat-3292	119	35	l	l	NOUN
easat-3292	119	36	a	a	DET
easat-3292	119	37	ft	ft	NOUN
easat-3292	119	38	e	e	NOUN
easat-3292	119	39	r	r	NOUN
easat-3292	119	40	t	t	NOUN
easat-3292	119	41	o	o	X
easat-3292	119	42	-3	-3	INTJ
easat-3292	119	43	,	,	PUNCT
easat-3292	119	44	n	n	CCONJ
easat-3292	119	45	,	,	PUNCT
easat-3292	119	46	th	th	X
easat-3292	119	47	o	o	X
easat-3292	119	48	u	u	X
easat-3292	119	49	sa	sa	PROPN
easat-3292	119	50	n	n	PROPN
easat-3292	120	1	d	d	X
easat-3292	120	2	k	k	PROPN
easat-3292	120	3	m	m	VERB
easat-3292	120	4	a	a	DET
easat-3292	120	5	v	v	X
easat-3292	120	6	e	e	NOUN
easat-3292	120	7	ra	ra	NOUN
easat-3292	120	8	g	g	PROPN
easat-3292	121	1	e	e	PROPN
easat-3292	121	2	m	m	VERB
easat-3292	121	3	il	il	PROPN
easat-3292	121	4	e	e	PROPN
easat-3292	121	5	a	a	DET
easat-3292	121	6	g	g	X
easat-3292	121	7	e	e	X
easat-3292	121	8	i	i	PRON
easat-3292	121	9	n	n	VERB
easat-3292	121	10	te	te	VERB
easat-3292	121	11	rv	rv	PROPN
easat-3292	121	12	a	a	DET
easat-3292	121	13	l	l	NOUN
easat-3292	121	14	a	a	DET
easat-3292	121	15	ft	ft	NOUN
easat-3292	121	16	e	e	NOUN
easat-3292	121	17	r	r	NOUN
easat-3292	121	18	d	d	NOUN
easat-3292	121	19	r	r	NOUN
easat-3292	121	20	,	,	PUNCT
easat-3292	121	21	n	n	CCONJ
easat-3292	121	22	,	,	PUNCT
easat-3292	121	23	th	th	X
easat-3292	121	24	o	o	X
easat-3292	121	25	u	u	X
easat-3292	121	26	sa	sa	PROPN
easat-3292	121	27	n	n	PROPN
easat-3292	122	1	d	d	X
easat-3292	122	2	k	k	PROPN
easat-3292	122	3	m	m	VERB
easat-3292	122	4	1	1	NUM
easat-3292	122	5	31	31	NUM
easat-3292	122	6	77.53	77.53	NUM
easat-3292	122	7	47.79	47.79	NUM
easat-3292	122	8	29	29	NUM
easat-3292	122	9	27	27	NUM
easat-3292	122	10	104.71	104.71	NUM
easat-3292	122	11	208.53	208.53	NUM
easat-3292	122	12	57	57	NUM
easat-3292	122	13	34	34	NUM
easat-3292	122	14	63.49	63.49	NUM
easat-3292	122	15	145.61	145.61	NUM
easat-3292	122	16	2	2	NUM
easat-3292	122	17	29	29	NUM
easat-3292	122	18	72.42	72.42	NUM
easat-3292	122	19	156.75	156.75	NUM
easat-3292	122	20	30	30	NUM
easat-3292	122	21	26	26	NUM
easat-3292	122	22	71.32	71.32	NUM
easat-3292	122	23	123.5	123.5	NUM
easat-3292	122	24	58	58	NUM
easat-3292	122	25	36	36	NUM
easat-3292	122	26	89.84	89.84	NUM
easat-3292	122	27	223.16	223.16	NUM
easat-3292	122	28	3	3	NUM
easat-3292	122	29	27	27	NUM
easat-3292	122	30	45.26	45.26	NUM
easat-3292	122	31	104.75	104.75	NUM
easat-3292	122	32	31	31	NUM
easat-3292	122	33	27	27	NUM
easat-3292	122	34	97.95	97.95	NUM
easat-3292	122	35	138.38	138.38	NUM
easat-3292	122	36	59	59	NUM
easat-3292	122	37	39	39	NUM
easat-3292	122	38	88.16	88.16	NUM
easat-3292	122	39	243.1	243.1	NUM
easat-3292	122	40	4	4	NUM
easat-3292	122	41	26	26	NUM
easat-3292	122	42	98.87	98.87	NUM
easat-3292	122	43	165.54	165.54	NUM
easat-3292	122	44	32	32	NUM
easat-3292	122	45	28	28	NUM
easat-3292	122	46	39.1	39.1	NUM
easat-3292	122	47	56.46	56.46	NUM
easat-3292	122	48	60	60	NUM
easat-3292	122	49	41	41	NUM
easat-3292	122	50	32.76	32.76	NUM
easat-3292	122	51	201.84	201.84	NUM
easat-3292	122	52	5	5	NUM
easat-3292	122	53	25	25	NUM
easat-3292	122	54	94.13	94.13	NUM
easat-3292	122	55	119.87	119.87	NUM
easat-3292	122	56	33	33	NUM
easat-3292	122	57	29	29	NUM
easat-3292	122	58	102.36	102.36	NUM
easat-3292	122	59	179.17	179.17	NUM
easat-3292	122	60	61	61	NUM
easat-3292	122	61	42	42	NUM
easat-3292	122	62	97.13	97.13	NUM
easat-3292	122	63	74.87	74.87	NUM
easat-3292	122	64	6	6	NUM
easat-3292	122	65	23	23	NUM
easat-3292	122	66	116.41	116.41	NUM
easat-3292	122	67	93.76	93.76	NUM
easat-3292	122	68	34	34	NUM
easat-3292	122	69	31	31	NUM
easat-3292	122	70	120.18	120.18	NUM
easat-3292	122	71	243.75	243.75	NUM
easat-3292	122	72	62	62	NUM
easat-3292	122	73	39	39	NUM
easat-3292	122	74	71.15	71.15	NUM
easat-3292	122	75	53.59	53.59	NUM
easat-3292	122	76	7	7	NUM
easat-3292	122	77	22	22	NUM
easat-3292	122	78	99.56	99.56	NUM
easat-3292	122	79	178.94	178.94	NUM
easat-3292	122	80	35	35	NUM
easat-3292	122	81	32	32	NUM
easat-3292	122	82	52.48	52.48	NUM
easat-3292	122	83	170.18	170.18	NUM
easat-3292	122	84	63	63	NUM
easat-3292	122	85	37	37	NUM
easat-3292	122	86	95.14	95.14	NUM
easat-3292	122	87	207.89	207.89	NUM
easat-3292	122	88	8	8	NUM
easat-3292	122	89	24	24	NUM
easat-3292	122	90	81.09	81.09	NUM
easat-3292	122	91	84.99	84.99	NUM
easat-3292	122	92	36	36	NUM
easat-3292	122	93	33	33	NUM
easat-3292	122	94	120.46	120.46	NUM
easat-3292	122	95	177.43	177.43	NUM
easat-3292	122	96	64	64	NUM
easat-3292	122	97	36	36	NUM
easat-3292	122	98	33.17	33.17	NUM
easat-3292	122	99	49.27	49.27	NUM
easat-3292	122	100	9	9	NUM
easat-3292	122	101	25	25	NUM
easat-3292	122	102	99.3	99.3	NUM
easat-3292	122	103	176.14	176.14	NUM
easat-3292	122	104	37	37	NUM
easat-3292	122	105	36	36	NUM
easat-3292	122	106	117.37	117.37	NUM
easat-3292	122	107	146.51	146.51	NUM
easat-3292	122	108	65	65	NUM
easat-3292	122	109	34	34	NUM
easat-3292	122	110	79.28	79.28	NUM
easat-3292	122	111	195.02	195.02	NUM
easat-3292	122	112	10	10	NUM
easat-3292	122	113	27	27	NUM
easat-3292	122	114	98.26	98.26	NUM
easat-3292	122	115	64.71	64.71	NUM
easat-3292	122	116	38	38	NUM
easat-3292	122	117	34	34	NUM
easat-3292	122	118	33.55	33.55	NUM
easat-3292	122	119	201.03	201.03	NUM
easat-3292	122	120	66	66	NUM
easat-3292	122	121	31	31	NUM
easat-3292	122	122	112.83	112.83	NUM
easat-3292	122	123	171.94	171.94	NUM
easat-3292	122	124	11	11	NUM
easat-3292	122	125	28	28	NUM
easat-3292	122	126	117	117	NUM
easat-3292	122	127	194.43	194.43	NUM
easat-3292	122	128	39	39	NUM
easat-3292	122	129	33	33	NUM
easat-3292	122	130	70.93	70.93	NUM
easat-3292	122	131	196.06	196.06	NUM
easat-3292	122	132	67	67	NUM
easat-3292	122	133	33	33	NUM
easat-3292	122	134	109.41	109.41	NUM
easat-3292	122	135	174.1	174.1	NUM
easat-3292	122	136	12	12	NUM
easat-3292	122	137	30	30	NUM
easat-3292	122	138	41.02	41.02	NUM
easat-3292	122	139	77.57	77.57	NUM
easat-3292	122	140	40	40	NUM
easat-3292	122	141	32	32	NUM
easat-3292	122	142	69.64	69.64	NUM
easat-3292	122	143	59.12	59.12	NUM
easat-3292	122	144	68	68	NUM
easat-3292	122	145	34	34	NUM
easat-3292	122	146	106.22	106.22	NUM
easat-3292	122	147	170.99	170.99	NUM
easat-3292	122	148	5964	5964	NUM
easat-3292	122	149	edelweiss	edelweiss	PROPN
easat-3292	122	150	applied	apply	VERB
easat-3292	122	151	science	science	NOUN
easat-3292	122	152	and	and	CCONJ
easat-3292	122	153	technology	technology	NOUN
easat-3292	122	154	issn	issn	PROPN
easat-3292	122	155	:	:	PUNCT
easat-3292	122	156	2576	2576	NUM
easat-3292	122	157	-	-	SYM
easat-3292	122	158	8484	8484	NUM
easat-3292	122	159	vol	vol	NOUN
easat-3292	122	160	.	.	PROPN
easat-3292	122	161	8	8	NUM
easat-3292	122	162	,	,	PUNCT
easat-3292	122	163	no	no	INTJ
easat-3292	122	164	.	.	NOUN
easat-3292	123	1	6	6	NUM
easat-3292	123	2	:	:	SYM
easat-3292	123	3	5957	5957	NUM
easat-3292	123	4	-	-	SYM
easat-3292	123	5	5970	5970	NUM
easat-3292	123	6	,	,	PUNCT
easat-3292	123	7	2024	2024	NUM
easat-3292	123	8	doi	doi	NOUN
easat-3292	123	9	:	:	PUNCT
easat-3292	123	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	123	11	©	©	ADP
easat-3292	123	12	2024	2024	NUM
easat-3292	123	13	by	by	ADP
easat-3292	123	14	the	the	DET
easat-3292	123	15	authors	author	NOUN
easat-3292	123	16	;	;	PUNCT
easat-3292	123	17	licensee	licensee	PROPN
easat-3292	123	18	learning	learning	NOUN
easat-3292	123	19	gate	gate	NOUN
easat-3292	123	20	based	base	VERB
easat-3292	123	21	on	on	ADP
easat-3292	123	22	the	the	DET
easat-3292	123	23	obtained	obtain	VERB
easat-3292	123	24	statistical	statistical	ADJ
easat-3292	123	25	data	datum	NOUN
easat-3292	123	26	on	on	ADP
easat-3292	123	27	the	the	DET
easat-3292	123	28	faults	fault	NOUN
easat-3292	123	29	of	of	ADP
easat-3292	123	30	electro	electro	ADJ
easat-3292	123	31	-	-	PUNCT
easat-3292	123	32	pneumatic	pneumatic	ADJ
easat-3292	123	33	distributors	distributor	NOUN
easat-3292	123	34	no	no	INTJ
easat-3292	123	35	.	.	NOUN
easat-3292	123	36	305	305	NUM
easat-3292	123	37	in	in	ADP
easat-3292	123	38	passenger	passenger	NOUN
easat-3292	123	39	wagons	wagon	NOUN
easat-3292	123	40	,	,	PUNCT
easat-3292	123	41	the	the	DET
easat-3292	123	42	collected	collect	VERB
easat-3292	123	43	material	material	NOUN
easat-3292	123	44	for	for	ADP
easat-3292	123	45	2023	2023	NUM
easat-3292	123	46	was	be	AUX
easat-3292	123	47	systematized	systematize	VERB
easat-3292	123	48	and	and	CCONJ
easat-3292	123	49	processed	process	VERB
easat-3292	123	50	using	use	VERB
easat-3292	123	51	the	the	DET
easat-3292	123	52	specialized	specialized	ADJ
easat-3292	123	53	software	software	NOUN
easat-3292	123	54	package	package	NOUN
easat-3292	123	55	"	"	PUNCT
easat-3292	123	56	statistika	statistika	NOUN
easat-3292	123	57	"	"	PUNCT
easat-3292	123	58	.	.	PUNCT
easat-3292	124	1	the	the	DET
easat-3292	124	2	histogram	histogram	NOUN
easat-3292	124	3	(	(	PUNCT
easat-3292	124	4	figure	figure	NOUN
easat-3292	124	5	4	4	NUM
easat-3292	124	6	)	)	PUNCT
easat-3292	124	7	shows	show	VERB
easat-3292	124	8	the	the	DET
easat-3292	124	9	experimental	experimental	ADJ
easat-3292	124	10	random	random	ADJ
easat-3292	124	11	variables	variable	NOUN
easat-3292	124	12	of	of	ADP
easat-3292	124	13	electro	electro	ADJ
easat-3292	124	14	-	-	PUNCT
easat-3292	124	15	pneumatic	pneumatic	ADJ
easat-3292	124	16	distributor	distributor	NOUN
easat-3292	124	17	faults	fault	NOUN
easat-3292	124	18	,	,	PUNCT
easat-3292	124	19	which	which	PRON
easat-3292	124	20	are	be	AUX
easat-3292	124	21	described	describe	VERB
easat-3292	124	22	by	by	ADP
easat-3292	124	23	the	the	DET
easat-3292	124	24	normal	normal	ADJ
easat-3292	124	25	distribution	distribution	NOUN
easat-3292	124	26	law	law	NOUN
easat-3292	124	27	.	.	PUNCT
easat-3292	125	1	figure	figure	VERB
easat-3292	125	2	4	4	NUM
easat-3292	125	3	.	.	PUNCT
easat-3292	126	1	results	result	NOUN
easat-3292	126	2	of	of	ADP
easat-3292	126	3	statistical	statistical	ADJ
easat-3292	126	4	data	datum	NOUN
easat-3292	126	5	processing	processing	NOUN
easat-3292	126	6	regarding	regard	VERB
easat-3292	126	7	faults	fault	NOUN
easat-3292	126	8	in	in	ADP
easat-3292	126	9	electro	electro	ADJ
easat-3292	126	10	-	-	PUNCT
easat-3292	126	11	pneumatic	pneumatic	ADJ
easat-3292	126	12	distributor	distributor	NOUN
easat-3292	126	13	no	no	NOUN
easat-3292	126	14	.	.	NOUN
easat-3292	127	1	305	305	NUM
easat-3292	127	2	components	component	NOUN
easat-3292	127	3	.	.	PUNCT
easat-3292	128	1	the	the	DET
easat-3292	128	2	sample	sample	NOUN
easat-3292	128	3	variance	variance	NOUN
easat-3292	128	4	estimates	estimate	NOUN
easat-3292	128	5	of	of	ADP
easat-3292	128	6	the	the	DET
easat-3292	128	7	population	population	NOUN
easat-3292	128	8	,	,	PUNCT
easat-3292	128	9	i.e.	i.e.	X
easat-3292	128	10	,	,	PUNCT
easat-3292	128	11	the	the	DET
easat-3292	128	12	unbiased	unbiased	ADJ
easat-3292	128	13	estimate	estimate	NOUN
easat-3292	128	14	,	,	PUNCT
easat-3292	128	15	and	and	CCONJ
easat-3292	128	16	the	the	DET
easat-3292	128	17	standard	standard	ADJ
easat-3292	128	18	deviation	deviation	NOUN
easat-3292	128	19	,	,	PUNCT
easat-3292	128	20	which	which	PRON
easat-3292	128	21	is	be	AUX
easat-3292	128	22	the	the	DET
easat-3292	128	23	estimate	estimate	NOUN
easat-3292	128	24	of	of	ADP
easat-3292	128	25	the	the	DET
easat-3292	128	26	root	root	NOUN
easat-3292	128	27	mean	mean	ADJ
easat-3292	128	28	square	square	ADJ
easat-3292	128	29	deviation	deviation	NOUN
easat-3292	128	30	based	base	VERB
easat-3292	128	31	on	on	ADP
easat-3292	128	32	the	the	DET
easat-3292	128	33	unbiased	unbiased	ADJ
easat-3292	128	34	variance	variance	NOUN
easat-3292	128	35	estimate	estimate	NOUN
easat-3292	128	36	,	,	PUNCT
easat-3292	128	37	are	be	AUX
easat-3292	128	38	calculated	calculate	VERB
easat-3292	128	39	.	.	PUNCT
easat-3292	129	1	descriptive	descriptive	ADJ
easat-3292	129	2	statistics	statistic	NOUN
easat-3292	129	3	for	for	ADP
easat-3292	129	4	calculating	calculate	VERB
easat-3292	129	5	the	the	DET
easat-3292	129	6	mean	mean	NOUN
easat-3292	129	7	and	and	CCONJ
easat-3292	129	8	sample	sample	NOUN
easat-3292	129	9	variance	variance	NOUN
easat-3292	129	10	are	be	AUX
easat-3292	129	11	performed	perform	VERB
easat-3292	129	12	according	accord	VERB
easat-3292	129	13	to	to	ADP
easat-3292	129	14	the	the	DET
easat-3292	129	15	following	follow	VERB
easat-3292	129	16	formulas	formula	NOUN
easat-3292	129	17	:	:	PUNCT
easat-3292	129	18	13	13	NUM
easat-3292	129	19	27	27	NUM
easat-3292	129	20	66.48	66.48	NUM
easat-3292	129	21	246.14	246.14	NUM
easat-3292	129	22	41	41	NUM
easat-3292	129	23	30	30	NUM
easat-3292	129	24	67.12	67.12	NUM
easat-3292	129	25	144.96	144.96	NUM
easat-3292	129	26	69	69	NUM
easat-3292	129	27	35	35	NUM
easat-3292	129	28	104.39	104.39	NUM
easat-3292	129	29	230.16	230.16	NUM
easat-3292	129	30	14	14	NUM
easat-3292	129	31	26	26	NUM
easat-3292	129	32	98.35	98.35	NUM
easat-3292	129	33	54.69	54.69	NUM
easat-3292	129	34	42	42	NUM
easat-3292	129	35	29	29	NUM
easat-3292	129	36	69.64	69.64	NUM
easat-3292	129	37	77.54	77.54	NUM
easat-3292	129	38	70	70	NUM
easat-3292	129	39	36	36	NUM
easat-3292	129	40	58.25	58.25	NUM
easat-3292	129	41	120.22	120.22	NUM
easat-3292	129	42	15	15	NUM
easat-3292	129	43	25	25	NUM
easat-3292	129	44	77.26	77.26	NUM
easat-3292	129	45	129.93	129.93	NUM
easat-3292	129	46	43	43	NUM
easat-3292	129	47	30	30	NUM
easat-3292	129	48	116.9	116.9	NUM
easat-3292	129	49	244.49	244.49	NUM
easat-3292	129	50	71	71	NUM
easat-3292	129	51	39	39	NUM
easat-3292	129	52	62.79	62.79	NUM
easat-3292	129	53	120.61	120.61	NUM
easat-3292	129	54	16	16	NUM
easat-3292	129	55	23	23	NUM
easat-3292	129	56	65.79	65.79	NUM
easat-3292	129	57	45.45	45.45	NUM
easat-3292	129	58	44	44	NUM
easat-3292	129	59	31	31	NUM
easat-3292	129	60	33.76	33.76	NUM
easat-3292	129	61	60.99	60.99	NUM
easat-3292	129	62	72	72	NUM
easat-3292	129	63	41	41	NUM
easat-3292	129	64	62.61	62.61	NUM
easat-3292	129	65	175.01	175.01	NUM
easat-3292	129	66	17	17	NUM
easat-3292	129	67	23	23	NUM
easat-3292	129	68	38.33	38.33	NUM
easat-3292	129	69	90.7	90.7	NUM
easat-3292	129	70	45	45	NUM
easat-3292	129	71	32	32	NUM
easat-3292	129	72	33.46	33.46	NUM
easat-3292	129	73	152.31	152.31	NUM
easat-3292	129	74	73	73	NUM
easat-3292	129	75	43	43	NUM
easat-3292	129	76	41.57	41.57	NUM
easat-3292	129	77	86.71	86.71	NUM
easat-3292	129	78	18	18	NUM
easat-3292	129	79	22	22	NUM
easat-3292	129	80	99.68	99.68	NUM
easat-3292	129	81	206.06	206.06	NUM
easat-3292	129	82	46	46	NUM
easat-3292	129	83	34	34	NUM
easat-3292	129	84	100.23	100.23	NUM
easat-3292	129	85	127.28	127.28	NUM
easat-3292	129	86	74	74	NUM
easat-3292	129	87	42	42	NUM
easat-3292	129	88	115.5	115.5	NUM
easat-3292	129	89	136.86	136.86	NUM
easat-3292	129	90	19	19	NUM
easat-3292	129	91	21	21	NUM
easat-3292	129	92	71.61	71.61	NUM
easat-3292	129	93	151.43	151.43	NUM
easat-3292	129	94	47	47	NUM
easat-3292	129	95	36	36	NUM
easat-3292	129	96	30.1	30.1	NUM
easat-3292	129	97	115.88	115.88	NUM
easat-3292	129	98	75	75	NUM
easat-3292	129	99	40	40	NUM
easat-3292	129	100	69.39	69.39	NUM
easat-3292	129	101	241.69	241.69	NUM
easat-3292	129	102	20	20	NUM
easat-3292	129	103	23	23	NUM
easat-3292	129	104	36.37	36.37	NUM
easat-3292	129	105	118.33	118.33	NUM
easat-3292	129	106	48	48	NUM
easat-3292	129	107	37	37	NUM
easat-3292	129	108	96.53	96.53	NUM
easat-3292	129	109	157.55	157.55	NUM
easat-3292	129	110	76	76	NUM
easat-3292	129	111	39	39	NUM
easat-3292	129	112	76.34	76.34	NUM
easat-3292	129	113	107.77	107.77	NUM
easat-3292	129	114	21	21	NUM
easat-3292	129	115	24	24	NUM
easat-3292	129	116	48.54	48.54	NUM
easat-3292	129	117	135.3	135.3	NUM
easat-3292	129	118	49	49	NUM
easat-3292	129	119	40	40	NUM
easat-3292	129	120	51.84	51.84	NUM
easat-3292	129	121	110.75	110.75	NUM
easat-3292	129	122	77	77	NUM
easat-3292	129	123	37	37	NUM
easat-3292	129	124	51.75	51.75	NUM
easat-3292	129	125	85.25	85.25	NUM
easat-3292	129	126	22	22	NUM
easat-3292	129	127	25	25	NUM
easat-3292	129	128	47.45	47.45	NUM
easat-3292	129	129	149.23	149.23	NUM
easat-3292	129	130	50	50	NUM
easat-3292	129	131	36	36	NUM
easat-3292	129	132	115.03	115.03	NUM
easat-3292	129	133	127.36	127.36	NUM
easat-3292	129	134	78	78	NUM
easat-3292	129	135	33	33	NUM
easat-3292	129	136	37.65	37.65	NUM
easat-3292	129	137	224.54	224.54	NUM
easat-3292	129	138	23	23	NUM
easat-3292	129	139	25	25	NUM
easat-3292	129	140	88.96	88.96	NUM
easat-3292	129	141	198.5	198.5	NUM
easat-3292	129	142	51	51	NUM
easat-3292	129	143	35	35	NUM
easat-3292	129	144	34.26	34.26	NUM
easat-3292	129	145	240.84	240.84	NUM
easat-3292	129	146	79	79	NUM
easat-3292	129	147	35	35	NUM
easat-3292	129	148	66.25	66.25	NUM
easat-3292	129	149	66.49	66.49	NUM
easat-3292	129	150	24	24	NUM
easat-3292	129	151	27	27	NUM
easat-3292	129	152	87.29	87.29	NUM
easat-3292	129	153	180.34	180.34	NUM
easat-3292	129	154	52	52	NUM
easat-3292	129	155	34	34	NUM
easat-3292	129	156	100.26	100.26	NUM
easat-3292	129	157	213.84	213.84	NUM
easat-3292	129	158	80	80	NUM
easat-3292	129	159	36	36	NUM
easat-3292	129	160	117.83	117.83	NUM
easat-3292	129	161	178.92	178.92	NUM
easat-3292	129	162	25	25	NUM
easat-3292	129	163	33	33	NUM
easat-3292	129	164	110.86	110.86	NUM
easat-3292	129	165	114.63	114.63	NUM
easat-3292	129	166	53	53	NUM
easat-3292	129	167	32	32	NUM
easat-3292	129	168	71.94	71.94	NUM
easat-3292	129	169	185.62	185.62	NUM
easat-3292	129	170	81	81	NUM
easat-3292	129	171	37	37	NUM
easat-3292	129	172	63.07	63.07	NUM
easat-3292	129	173	154.76	154.76	NUM
easat-3292	129	174	26	26	NUM
easat-3292	129	175	31	31	NUM
easat-3292	129	176	74.41	74.41	NUM
easat-3292	129	177	231.54	231.54	NUM
easat-3292	129	178	54	54	NUM
easat-3292	129	179	31	31	NUM
easat-3292	129	180	52.17	52.17	NUM
easat-3292	129	181	186.62	186.62	NUM
easat-3292	129	182	82	82	NUM
easat-3292	129	183	39	39	NUM
easat-3292	129	184	88.18	88.18	NUM
easat-3292	129	185	185.07	185.07	NUM
easat-3292	129	186	27	27	NUM
easat-3292	129	187	30	30	NUM
easat-3292	129	188	83.04	83.04	NUM
easat-3292	129	189	142.15	142.15	NUM
easat-3292	129	190	55	55	NUM
easat-3292	129	191	32	32	NUM
easat-3292	129	192	87.95	87.95	NUM
easat-3292	129	193	235.74	235.74	NUM
easat-3292	129	194	83	83	NUM
easat-3292	129	195	41	41	NUM
easat-3292	129	196	121.84	121.84	NUM
easat-3292	129	197	137.1	137.1	NUM
easat-3292	129	198	28	28	NUM
easat-3292	129	199	29	29	NUM
easat-3292	129	200	83.76	83.76	NUM
easat-3292	129	201	44.25	44.25	NUM
easat-3292	129	202	56	56	NUM
easat-3292	129	203	33	33	NUM
easat-3292	129	204	94.45	94.45	NUM
easat-3292	129	205	142.28	142.28	NUM
easat-3292	129	206	84	84	NUM
easat-3292	129	207	43	43	NUM
easat-3292	129	208	111.88	111.88	NUM
easat-3292	129	209	49.18	49.18	NUM
easat-3292	129	210	5965	5965	NUM
easat-3292	129	211	edelweiss	edelweiss	PROPN
easat-3292	129	212	applied	apply	VERB
easat-3292	129	213	science	science	NOUN
easat-3292	129	214	and	and	CCONJ
easat-3292	129	215	technology	technology	NOUN
easat-3292	129	216	issn	issn	PROPN
easat-3292	129	217	:	:	PUNCT
easat-3292	129	218	2576	2576	NUM
easat-3292	129	219	-	-	SYM
easat-3292	129	220	8484	8484	NUM
easat-3292	129	221	vol	vol	NOUN
easat-3292	129	222	.	.	PROPN
easat-3292	129	223	8	8	NUM
easat-3292	129	224	,	,	PUNCT
easat-3292	129	225	no	no	INTJ
easat-3292	129	226	.	.	NOUN
easat-3292	130	1	6	6	NUM
easat-3292	130	2	:	:	SYM
easat-3292	130	3	5957	5957	NUM
easat-3292	130	4	-	-	SYM
easat-3292	130	5	5970	5970	NUM
easat-3292	130	6	,	,	PUNCT
easat-3292	130	7	2024	2024	NUM
easat-3292	130	8	doi	doi	NOUN
easat-3292	130	9	:	:	PUNCT
easat-3292	130	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	130	11	©	©	ADP
easat-3292	130	12	2024	2024	NUM
easat-3292	130	13	by	by	ADP
easat-3292	130	14	the	the	DET
easat-3292	130	15	authors	author	NOUN
easat-3292	130	16	;	;	PUNCT
easat-3292	130	17	licensee	licensee	PROPN
easat-3292	130	18	learning	learning	NOUN
easat-3292	130	19	gate	gate	NOUN
easat-3292	130	20	1	1	NUM
easat-3292	130	21	;	;	PUNCT
easat-3292	130	22	n	n	CCONJ
easat-3292	131	1	i	i	PRON
easat-3292	131	2	i	i	VERB
easat-3292	131	3	x	x	VERB
easat-3292	131	4	x	x	VERB
easat-3292	131	5	n	n	X
easat-3292	131	6	=	=	PUNCT
easat-3292	131	7			X
easat-3292	131	8	=	=	SYM
easat-3292	131	9	(	(	PUNCT
easat-3292	131	10	2	2	NUM
easat-3292	131	11	)	)	PUNCT
easat-3292	131	12	(	(	PUNCT
easat-3292	131	13	)	)	PUNCT
easat-3292	131	14	2	2	NUM
easat-3292	131	15	2	2	NUM
easat-3292	131	16	1	1	NUM
easat-3292	131	17	,	,	PUNCT
easat-3292	131	18	1	1	NUM
easat-3292	131	19	n	n	NOUN
easat-3292	131	20	i	i	PRON
easat-3292	131	21	i	i	VERB
easat-3292	131	22	x	x	VERB
easat-3292	131	23	x	x	X
easat-3292	131	24	s	s	VERB
easat-3292	131	25	n	n	NOUN
easat-3292	131	26	=	=	SYM
easat-3292	131	27	−	−	NOUN
easat-3292	131	28	=	=	SYM
easat-3292	131	29	−	−	PROPN
easat-3292	131	30	(	(	PUNCT
easat-3292	131	31	3	3	NUM
easat-3292	131	32	)	)	PUNCT
easat-3292	131	33	where	where	SCONJ
easat-3292	131	34	n	n	CCONJ
easat-3292	131	35	the	the	DET
easat-3292	131	36	volume	volume	NOUN
easat-3292	131	37	of	of	ADP
easat-3292	131	38	the	the	DET
easat-3292	131	39	given	give	VERB
easat-3292	131	40	sample	sample	NOUN
easat-3292	131	41	;	;	PUNCT
easat-3292	131	42	xi	xi	X
easat-3292	131	43	the	the	DET
easat-3292	131	44	i	i	PROPN
easat-3292	131	45	-	-	PUNCT
easat-3292	131	46	th	th	X
easat-3292	131	47	element	element	NOUN
easat-3292	131	48	of	of	ADP
easat-3292	131	49	the	the	DET
easat-3292	131	50	sample	sample	NOUN
easat-3292	131	51	.	.	PUNCT
easat-3292	132	1	it	it	PRON
easat-3292	132	2	has	have	AUX
easat-3292	132	3	been	be	AUX
easat-3292	132	4	determined	determine	VERB
easat-3292	132	5	that	that	SCONJ
easat-3292	132	6	the	the	DET
easat-3292	132	7	chi	chi	ADJ
easat-3292	132	8	-	-	PUNCT
easat-3292	132	9	square	square	ADJ
easat-3292	132	10	criterion	criterion	NOUN
easat-3292	132	11	χ2=4.622	χ2=4.622	NUM
easat-3292	132	12	,	,	PUNCT
easat-3292	132	13	the	the	DET
easat-3292	132	14	variance	variance	NOUN
easat-3292	132	15	s2=32.44	s2=32.44	VERB
easat-3292	132	16	,	,	PUNCT
easat-3292	132	17	and	and	CCONJ
easat-3292	132	18	the	the	DET
easat-3292	132	19	mean	mean	ADJ
easat-3292	132	20	arithmetic	arithmetic	ADJ
easat-3292	132	21	value	value	NOUN
easat-3292	132	22	of	of	ADP
easat-3292	132	23	malfunctions	malfunction	NOUN
easat-3292	132	24	is	be	AUX
easat-3292	132	25	31.94	31.94	NUM
easat-3292	132	26	.	.	PUNCT
easat-3292	133	1	based	base	VERB
easat-3292	133	2	on	on	ADP
easat-3292	133	3	the	the	DET
easat-3292	133	4	results	result	NOUN
easat-3292	133	5	of	of	ADP
easat-3292	133	6	the	the	DET
easat-3292	133	7	technical	technical	ADJ
easat-3292	133	8	inspection	inspection	NOUN
easat-3292	133	9	of	of	ADP
easat-3292	133	10	brake	brake	NOUN
easat-3292	133	11	equipment	equipment	NOUN
easat-3292	133	12	faults	fault	NOUN
easat-3292	133	13	distribution	distribution	NOUN
easat-3292	133	14	for	for	ADP
easat-3292	133	15	2023	2023	NUM
easat-3292	133	16	,	,	PUNCT
easat-3292	133	17	it	it	PRON
easat-3292	133	18	was	be	AUX
easat-3292	133	19	established	establish	VERB
easat-3292	133	20	that	that	SCONJ
easat-3292	133	21	the	the	DET
easat-3292	133	22	highest	high	ADJ
easat-3292	133	23	percentage	percentage	NOUN
easat-3292	133	24	of	of	ADP
easat-3292	133	25	faults	fault	NOUN
easat-3292	133	26	is	be	AUX
easat-3292	133	27	attributed	attribute	VERB
easat-3292	133	28	to	to	ADP
easat-3292	133	29	electro	electro	ADJ
easat-3292	133	30	-	-	PUNCT
easat-3292	133	31	pneumatic	pneumatic	ADJ
easat-3292	133	32	distributors	distributor	NOUN
easat-3292	133	33	,	,	PUNCT
easat-3292	133	34	accounting	account	VERB
easat-3292	133	35	for	for	ADP
easat-3292	133	36	30	30	NUM
easat-3292	133	37	%	%	NOUN
easat-3292	133	38	.	.	PUNCT
easat-3292	134	1	this	this	PRON
easat-3292	134	2	fully	fully	ADV
easat-3292	134	3	confirms	confirm	VERB
easat-3292	134	4	the	the	DET
easat-3292	134	5	interim	interim	ADJ
easat-3292	134	6	conclusion	conclusion	NOUN
easat-3292	134	7	that	that	SCONJ
easat-3292	134	8	the	the	DET
easat-3292	134	9	number	number	NOUN
easat-3292	134	10	of	of	ADP
easat-3292	134	11	faults	fault	NOUN
easat-3292	134	12	in	in	ADP
easat-3292	134	13	electropneumatic	electropneumatic	ADJ
easat-3292	134	14	distributors	distributor	NOUN
easat-3292	134	15	no	no	INTJ
easat-3292	134	16	.	.	PUNCT
easat-3292	134	17	305	305	NUM
easat-3292	134	18	depends	depend	VERB
easat-3292	134	19	on	on	ADP
easat-3292	134	20	the	the	DET
easat-3292	134	21	season	season	NOUN
easat-3292	134	22	and	and	CCONJ
easat-3292	134	23	increases	increase	NOUN
easat-3292	134	24	mainly	mainly	ADV
easat-3292	134	25	during	during	ADP
easat-3292	134	26	periods	period	NOUN
easat-3292	134	27	of	of	ADP
easat-3292	134	28	decreasing	decrease	VERB
easat-3292	134	29	ambient	ambient	ADJ
easat-3292	134	30	air	air	NOUN
easat-3292	134	31	temperature	temperature	NOUN
easat-3292	134	32	,	,	PUNCT
easat-3292	134	33	thus	thus	ADV
easat-3292	134	34	significantly	significantly	ADV
easat-3292	134	35	increasing	increase	VERB
easat-3292	134	36	their	their	PRON
easat-3292	134	37	total	total	ADJ
easat-3292	134	38	number	number	NOUN
easat-3292	134	39	(	(	PUNCT
easat-3292	134	40	figure	figure	NOUN
easat-3292	134	41	5	5	NUM
easat-3292	134	42	)	)	PUNCT
easat-3292	134	43	.	.	PUNCT
easat-3292	135	1	as	as	ADP
easat-3292	135	2	a	a	DET
easat-3292	135	3	result	result	NOUN
easat-3292	135	4	,	,	PUNCT
easat-3292	135	5	the	the	DET
easat-3292	135	6	operating	operating	NOUN
easat-3292	135	7	conditions	condition	NOUN
easat-3292	135	8	of	of	ADP
easat-3292	135	9	the	the	DET
easat-3292	135	10	electro	electro	ADJ
easat-3292	135	11	-	-	PUNCT
easat-3292	135	12	pneumatic	pneumatic	ADJ
easat-3292	135	13	distributor	distributor	NOUN
easat-3292	135	14	components	component	NOUN
easat-3292	135	15	deteriorate	deteriorate	VERB
easat-3292	135	16	–	–	PUNCT
easat-3292	135	17	decreasing	decrease	VERB
easat-3292	135	18	insulation	insulation	NOUN
easat-3292	135	19	quality	quality	NOUN
easat-3292	135	20	,	,	PUNCT
easat-3292	135	21	unsatisfactory	unsatisfactory	ADJ
easat-3292	135	22	condition	condition	NOUN
easat-3292	135	23	of	of	ADP
easat-3292	135	24	electrical	electrical	ADJ
easat-3292	135	25	contacts	contact	NOUN
easat-3292	135	26	,	,	PUNCT
easat-3292	135	27	destruction	destruction	NOUN
easat-3292	135	28	of	of	ADP
easat-3292	135	29	solenoid	solenoid	NOUN
easat-3292	135	30	valve	valve	NOUN
easat-3292	135	31	coils	coil	NOUN
easat-3292	135	32	,	,	PUNCT
easat-3292	135	33	reduced	reduce	VERB
easat-3292	135	34	quality	quality	NOUN
easat-3292	135	35	of	of	ADP
easat-3292	135	36	rubber	rubber	NOUN
easat-3292	135	37	seals	seal	NOUN
easat-3292	135	38	and	and	CCONJ
easat-3292	135	39	gaskets	gasket	NOUN
easat-3292	135	40	,	,	PUNCT
easat-3292	135	41	damaged	damage	VERB
easat-3292	135	42	valve	valve	NOUN
easat-3292	135	43	seats	seat	NOUN
easat-3292	135	44	,	,	PUNCT
easat-3292	135	45	and	and	CCONJ
easat-3292	135	46	decreased	decrease	VERB
easat-3292	135	47	lubricant	lubricant	NOUN
easat-3292	135	48	quality	quality	NOUN
easat-3292	135	49	,	,	PUNCT
easat-3292	135	50	which	which	PRON
easat-3292	135	51	ultimately	ultimately	ADV
easat-3292	135	52	leads	lead	VERB
easat-3292	135	53	to	to	ADP
easat-3292	135	54	brake	brake	NOUN
easat-3292	135	55	equipment	equipment	NOUN
easat-3292	135	56	component	component	NOUN
easat-3292	135	57	failures	failure	NOUN
easat-3292	135	58	during	during	ADP
easat-3292	135	59	train	train	NOUN
easat-3292	135	60	operation	operation	NOUN
easat-3292	135	61	.	.	PUNCT
easat-3292	136	1	additionally	additionally	ADV
easat-3292	136	2	,	,	PUNCT
easat-3292	136	3	due	due	ADP
easat-3292	136	4	to	to	ADP
easat-3292	136	5	the	the	DET
easat-3292	136	6	loss	loss	NOUN
easat-3292	136	7	of	of	ADP
easat-3292	136	8	tightness	tightness	NOUN
easat-3292	136	9	in	in	ADP
easat-3292	136	10	rubber	rubber	NOUN
easat-3292	136	11	seals	seal	NOUN
easat-3292	136	12	,	,	PUNCT
easat-3292	136	13	gaskets	gasket	NOUN
easat-3292	136	14	,	,	PUNCT
easat-3292	136	15	and	and	CCONJ
easat-3292	136	16	valve	valve	VERB
easat-3292	136	17	seats	seat	NOUN
easat-3292	136	18	,	,	PUNCT
easat-3292	136	19	the	the	DET
easat-3292	136	20	risk	risk	NOUN
easat-3292	136	21	of	of	ADP
easat-3292	136	22	air	air	NOUN
easat-3292	136	23	leaks	leak	NOUN
easat-3292	136	24	increases	increase	NOUN
easat-3292	136	25	,	,	PUNCT
easat-3292	136	26	worsening	worsen	VERB
easat-3292	136	27	both	both	DET
easat-3292	136	28	the	the	DET
easat-3292	136	29	operation	operation	NOUN
easat-3292	136	30	of	of	ADP
easat-3292	136	31	the	the	DET
easat-3292	136	32	components	component	NOUN
easat-3292	136	33	and	and	CCONJ
easat-3292	136	34	the	the	DET
easat-3292	136	35	technical	technical	ADJ
easat-3292	136	36	characteristics	characteristic	NOUN
easat-3292	136	37	of	of	ADP
easat-3292	136	38	the	the	DET
easat-3292	136	39	passenger	passenger	NOUN
easat-3292	136	40	wagon	wagon	NOUN
easat-3292	136	41	brake	brake	NOUN
easat-3292	136	42	system	system	NOUN
easat-3292	136	43	as	as	ADP
easat-3292	136	44	a	a	DET
easat-3292	136	45	whole	whole	NOUN
easat-3292	136	46	.	.	PUNCT
easat-3292	137	1	the	the	DET
easat-3292	137	2	presented	present	VERB
easat-3292	137	3	fault	fault	NOUN
easat-3292	137	4	results	result	NOUN
easat-3292	137	5	and	and	CCONJ
easat-3292	137	6	the	the	DET
easat-3292	137	7	conducted	conduct	VERB
easat-3292	137	8	analytical	analytical	ADJ
easat-3292	137	9	studies	study	NOUN
easat-3292	137	10	of	of	ADP
easat-3292	137	11	the	the	DET
easat-3292	137	12	electro	electro	ADJ
easat-3292	137	13	-	-	PUNCT
easat-3292	137	14	pneumatic	pneumatic	ADJ
easat-3292	137	15	distributor	distributor	NOUN
easat-3292	137	16	no	no	NOUN
easat-3292	137	17	.	.	PROPN
easat-3292	138	1	305	305	NUM
easat-3292	138	2	operation	operation	NOUN
easat-3292	138	3	process	process	NOUN
easat-3292	138	4	allowed	allow	VERB
easat-3292	138	5	for	for	ADP
easat-3292	138	6	the	the	DET
easat-3292	138	7	first	first	ADJ
easat-3292	138	8	-	-	PUNCT
easat-3292	138	9	time	time	NOUN
easat-3292	138	10	identification	identification	NOUN
easat-3292	138	11	of	of	ADP
easat-3292	138	12	several	several	ADJ
easat-3292	138	13	negative	negative	ADJ
easat-3292	138	14	factors	factor	NOUN
easat-3292	138	15	affecting	affect	VERB
easat-3292	138	16	the	the	DET
easat-3292	138	17	operability	operability	NOUN
easat-3292	138	18	of	of	ADP
easat-3292	138	19	their	their	PRON
easat-3292	138	20	components	component	NOUN
easat-3292	138	21	under	under	ADP
easat-3292	138	22	operational	operational	ADJ
easat-3292	138	23	conditions	condition	NOUN
easat-3292	138	24	.	.	PUNCT
easat-3292	139	1	moreover	moreover	ADV
easat-3292	139	2	,	,	PUNCT
easat-3292	139	3	these	these	DET
easat-3292	139	4	faults	fault	NOUN
easat-3292	139	5	lead	lead	VERB
easat-3292	139	6	to	to	ADP
easat-3292	139	7	increased	increase	VERB
easat-3292	139	8	operational	operational	ADJ
easat-3292	139	9	costs	cost	NOUN
easat-3292	139	10	,	,	PUNCT
easat-3292	139	11	extended	extend	VERB
easat-3292	139	12	train	train	NOUN
easat-3292	139	13	travel	travel	NOUN
easat-3292	139	14	time	time	NOUN
easat-3292	139	15	to	to	ADP
easat-3292	139	16	the	the	DET
easat-3292	139	17	destination	destination	NOUN
easat-3292	139	18	,	,	PUNCT
easat-3292	139	19	and	and	CCONJ
easat-3292	139	20	reduced	reduce	VERB
easat-3292	139	21	traffic	traffic	NOUN
easat-3292	139	22	safety	safety	NOUN
easat-3292	139	23	levels	level	NOUN
easat-3292	139	24	[	[	X
easat-3292	139	25	44	44	NUM
easat-3292	139	26	,	,	PUNCT
easat-3292	139	27	45	45	NUM
easat-3292	139	28	]	]	PUNCT
easat-3292	139	29	.	.	PUNCT
easat-3292	140	1	5966	5966	NUM
easat-3292	140	2	edelweiss	edelweiss	PROPN
easat-3292	140	3	applied	apply	VERB
easat-3292	140	4	science	science	NOUN
easat-3292	140	5	and	and	CCONJ
easat-3292	140	6	technology	technology	NOUN
easat-3292	140	7	issn	issn	PROPN
easat-3292	140	8	:	:	PUNCT
easat-3292	140	9	2576	2576	NUM
easat-3292	140	10	-	-	SYM
easat-3292	140	11	8484	8484	NUM
easat-3292	140	12	vol	vol	NOUN
easat-3292	140	13	.	.	PROPN
easat-3292	140	14	8	8	NUM
easat-3292	140	15	,	,	PUNCT
easat-3292	140	16	no	no	INTJ
easat-3292	140	17	.	.	NOUN
easat-3292	141	1	6	6	NUM
easat-3292	141	2	:	:	SYM
easat-3292	141	3	5957	5957	NUM
easat-3292	141	4	-	-	SYM
easat-3292	141	5	5970	5970	NUM
easat-3292	141	6	,	,	PUNCT
easat-3292	141	7	2024	2024	NUM
easat-3292	141	8	doi	doi	NOUN
easat-3292	141	9	:	:	PUNCT
easat-3292	141	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	141	11	©	©	ADP
easat-3292	141	12	2024	2024	NUM
easat-3292	141	13	by	by	ADP
easat-3292	141	14	the	the	DET
easat-3292	141	15	authors	author	NOUN
easat-3292	141	16	;	;	PUNCT
easat-3292	141	17	licensee	licensee	PROPN
easat-3292	141	18	learning	learn	VERB
easat-3292	141	19	gate	gate	PROPN
easat-3292	141	20	figure	figure	NOUN
easat-3292	141	21	5	5	NUM
easat-3292	141	22	.	.	PUNCT
easat-3292	141	23	graphical	graphical	ADJ
easat-3292	141	24	distribution	distribution	NOUN
easat-3292	141	25	of	of	ADP
easat-3292	141	26	the	the	DET
easat-3292	141	27	number	number	NOUN
easat-3292	141	28	of	of	ADP
easat-3292	141	29	faults	fault	NOUN
easat-3292	141	30	in	in	ADP
easat-3292	141	31	electro	electro	ADJ
easat-3292	141	32	-	-	PUNCT
easat-3292	141	33	pneumatic	pneumatic	ADJ
easat-3292	141	34	distributors	distributor	NOUN
easat-3292	141	35	no	no	INTJ
easat-3292	141	36	.	.	NOUN
easat-3292	141	37	305	305	NUM
easat-3292	141	38	.	.	PUNCT
easat-3292	142	1	to	to	PART
easat-3292	142	2	reduce	reduce	VERB
easat-3292	142	3	the	the	DET
easat-3292	142	4	number	number	NOUN
easat-3292	142	5	of	of	ADP
easat-3292	142	6	transport	transport	NOUN
easat-3292	142	7	incidents	incident	NOUN
easat-3292	142	8	on	on	ADP
easat-3292	142	9	railway	railway	NOUN
easat-3292	142	10	transport	transport	NOUN
easat-3292	142	11	due	due	ADP
easat-3292	142	12	to	to	ADP
easat-3292	142	13	faults	fault	NOUN
easat-3292	142	14	in	in	ADP
easat-3292	142	15	the	the	DET
easat-3292	142	16	braking	brake	VERB
easat-3292	142	17	equipment	equipment	NOUN
easat-3292	142	18	of	of	ADP
easat-3292	142	19	passenger	passenger	NOUN
easat-3292	142	20	wagons	wagon	NOUN
easat-3292	142	21	,	,	PUNCT
easat-3292	142	22	diagnostic	diagnostic	ADJ
easat-3292	142	23	systems	system	NOUN
easat-3292	142	24	need	need	VERB
easat-3292	142	25	to	to	PART
easat-3292	142	26	be	be	AUX
easat-3292	142	27	applied	apply	VERB
easat-3292	142	28	[	[	X
easat-3292	142	29	46	46	NUM
easat-3292	142	30	]	]	PUNCT
easat-3292	142	31	.	.	PUNCT
easat-3292	143	1	these	these	DET
easat-3292	143	2	systems	system	NOUN
easat-3292	143	3	combine	combine	VERB
easat-3292	143	4	the	the	DET
easat-3292	143	5	functions	function	NOUN
easat-3292	143	6	of	of	ADP
easat-3292	143	7	assessing	assess	VERB
easat-3292	143	8	the	the	DET
easat-3292	143	9	technical	technical	ADJ
easat-3292	143	10	condition	condition	NOUN
easat-3292	143	11	of	of	ADP
easat-3292	143	12	the	the	DET
easat-3292	143	13	passenger	passenger	NOUN
easat-3292	143	14	train	train	NOUN
easat-3292	143	15	’s	’s	PART
easat-3292	143	16	braking	brake	VERB
easat-3292	143	17	system	system	NOUN
easat-3292	143	18	and	and	CCONJ
easat-3292	143	19	transmitting	transmit	VERB
easat-3292	143	20	diagnostic	diagnostic	ADJ
easat-3292	143	21	information	information	NOUN
easat-3292	143	22	to	to	ADP
easat-3292	143	23	a	a	DET
easat-3292	143	24	database	database	NOUN
easat-3292	143	25	.	.	PUNCT
easat-3292	144	1	this	this	PRON
easat-3292	144	2	will	will	AUX
easat-3292	144	3	enable	enable	VERB
easat-3292	144	4	prompt	prompt	ADJ
easat-3292	144	5	technical	technical	ADJ
easat-3292	144	6	decisions	decision	NOUN
easat-3292	144	7	regarding	regard	VERB
easat-3292	144	8	the	the	DET
easat-3292	144	9	possibility	possibility	NOUN
easat-3292	144	10	of	of	ADP
easat-3292	144	11	further	further	ADJ
easat-3292	144	12	movement	movement	NOUN
easat-3292	144	13	of	of	ADP
easat-3292	144	14	the	the	DET
easat-3292	144	15	passenger	passenger	NOUN
easat-3292	144	16	train	train	NOUN
easat-3292	144	17	.	.	PUNCT
easat-3292	145	1	the	the	DET
easat-3292	145	2	main	main	ADJ
easat-3292	145	3	criteria	criterion	NOUN
easat-3292	145	4	for	for	ADP
easat-3292	145	5	the	the	DET
easat-3292	145	6	effectiveness	effectiveness	NOUN
easat-3292	145	7	of	of	ADP
easat-3292	145	8	diagnostic	diagnostic	ADJ
easat-3292	145	9	systems	system	NOUN
easat-3292	145	10	are	be	AUX
easat-3292	145	11	the	the	DET
easat-3292	145	12	reliability	reliability	NOUN
easat-3292	145	13	and	and	CCONJ
easat-3292	145	14	promptness	promptness	NOUN
easat-3292	145	15	of	of	ADP
easat-3292	145	16	obtaining	obtain	VERB
easat-3292	145	17	information	information	NOUN
easat-3292	145	18	about	about	ADP
easat-3292	145	19	the	the	DET
easat-3292	145	20	technical	technical	ADJ
easat-3292	145	21	condition	condition	NOUN
easat-3292	145	22	of	of	ADP
easat-3292	145	23	the	the	DET
easat-3292	145	24	passenger	passenger	NOUN
easat-3292	145	25	wagon	wagon	NOUN
easat-3292	145	26	’s	’s	PART
easat-3292	145	27	braking	brake	VERB
easat-3292	145	28	system	system	NOUN
easat-3292	145	29	,	,	PUNCT
easat-3292	145	30	the	the	DET
easat-3292	145	31	speed	speed	NOUN
easat-3292	145	32	of	of	ADP
easat-3292	145	33	processing	processing	NOUN
easat-3292	145	34	and	and	CCONJ
easat-3292	145	35	transmitting	transmit	VERB
easat-3292	145	36	diagnostic	diagnostic	ADJ
easat-3292	145	37	information	information	NOUN
easat-3292	145	38	,	,	PUNCT
easat-3292	145	39	the	the	DET
easat-3292	145	40	degree	degree	NOUN
easat-3292	145	41	of	of	ADP
easat-3292	145	42	autonomy	autonomy	NOUN
easat-3292	145	43	and	and	CCONJ
easat-3292	145	44	protection	protection	NOUN
easat-3292	145	45	from	from	ADP
easat-3292	145	46	natural	natural	ADJ
easat-3292	145	47	and	and	CCONJ
easat-3292	145	48	man	man	NOUN
easat-3292	145	49	-	-	PUNCT
easat-3292	145	50	made	make	VERB
easat-3292	145	51	interferences	interference	NOUN
easat-3292	145	52	,	,	PUNCT
easat-3292	145	53	and	and	CCONJ
easat-3292	145	54	the	the	DET
easat-3292	145	55	consistency	consistency	NOUN
easat-3292	145	56	of	of	ADP
easat-3292	145	57	the	the	DET
easat-3292	145	58	diagnostic	diagnostic	ADJ
easat-3292	145	59	system	system	NOUN
easat-3292	145	60	’s	’s	PART
easat-3292	145	61	operation	operation	NOUN
easat-3292	145	62	with	with	ADP
easat-3292	145	63	the	the	DET
easat-3292	145	64	passenger	passenger	NOUN
easat-3292	145	65	transportation	transportation	NOUN
easat-3292	145	66	process	process	NOUN
easat-3292	145	67	[	[	X
easat-3292	145	68	47‒49	47‒49	X
easat-3292	145	69	]	]	X
easat-3292	145	70	.	.	PUNCT
easat-3292	146	1	the	the	DET
easat-3292	146	2	braking	brake	VERB
easat-3292	146	3	system	system	NOUN
easat-3292	146	4	of	of	ADP
easat-3292	146	5	a	a	DET
easat-3292	146	6	passenger	passenger	NOUN
easat-3292	146	7	wagon	wagon	NOUN
easat-3292	146	8	is	be	AUX
easat-3292	146	9	characterized	characterize	VERB
easat-3292	146	10	by	by	ADP
easat-3292	146	11	structural	structural	ADJ
easat-3292	146	12	quantitative	quantitative	ADJ
easat-3292	146	13	parameters	parameter	NOUN
easat-3292	146	14	that	that	PRON
easat-3292	146	15	reflect	reflect	VERB
easat-3292	146	16	various	various	ADJ
easat-3292	146	17	physical	physical	ADJ
easat-3292	146	18	quantities	quantity	NOUN
easat-3292	146	19	.	.	PUNCT
easat-3292	147	1	the	the	DET
easat-3292	147	2	values	value	NOUN
easat-3292	147	3	of	of	ADP
easat-3292	147	4	these	these	DET
easat-3292	147	5	parameters	parameter	NOUN
easat-3292	147	6	can	can	AUX
easat-3292	147	7	be	be	AUX
easat-3292	147	8	initial	initial	ADJ
easat-3292	147	9	,	,	PUNCT
easat-3292	147	10	permissible	permissible	ADJ
easat-3292	147	11	,	,	PUNCT
easat-3292	147	12	and	and	CCONJ
easat-3292	147	13	limit	limit	NOUN
easat-3292	147	14	.	.	PUNCT
easat-3292	148	1	during	during	ADP
easat-3292	148	2	operation	operation	NOUN
easat-3292	148	3	,	,	PUNCT
easat-3292	148	4	structural	structural	ADJ
easat-3292	148	5	parameters	parameter	NOUN
easat-3292	148	6	change	change	VERB
easat-3292	148	7	,	,	PUNCT
easat-3292	148	8	which	which	PRON
easat-3292	148	9	generally	generally	ADV
easat-3292	148	10	leads	lead	VERB
easat-3292	148	11	to	to	ADP
easat-3292	148	12	the	the	DET
easat-3292	148	13	deterioration	deterioration	NOUN
easat-3292	148	14	of	of	ADP
easat-3292	148	15	the	the	DET
easat-3292	148	16	technical	technical	ADJ
easat-3292	148	17	condition	condition	NOUN
easat-3292	148	18	of	of	ADP
easat-3292	148	19	the	the	DET
easat-3292	148	20	passenger	passenger	NOUN
easat-3292	148	21	wagon	wagon	NOUN
easat-3292	148	22	’s	’s	PART
easat-3292	148	23	braking	brake	VERB
easat-3292	148	24	system	system	NOUN
easat-3292	148	25	components	component	NOUN
easat-3292	148	26	.	.	PUNCT
easat-3292	149	1	to	to	PART
easat-3292	149	2	obtain	obtain	VERB
easat-3292	149	3	an	an	DET
easat-3292	149	4	approximate	approximate	ADJ
easat-3292	149	5	assessment	assessment	NOUN
easat-3292	149	6	of	of	ADP
easat-3292	149	7	the	the	DET
easat-3292	149	8	technical	technical	ADJ
easat-3292	149	9	condition	condition	NOUN
easat-3292	149	10	of	of	ADP
easat-3292	149	11	the	the	DET
easat-3292	149	12	passenger	passenger	NOUN
easat-3292	149	13	train	train	NOUN
easat-3292	149	14	’s	’s	PART
easat-3292	149	15	braking	brake	VERB
easat-3292	149	16	system	system	NOUN
easat-3292	149	17	,	,	PUNCT
easat-3292	149	18	a	a	DET
easat-3292	149	19	set	set	NOUN
easat-3292	149	20	of	of	ADP
easat-3292	149	21	direct	direct	ADJ
easat-3292	149	22	and	and	CCONJ
easat-3292	149	23	indirect	indirect	ADJ
easat-3292	149	24	signs	sign	NOUN
easat-3292	149	25	(	(	PUNCT
easat-3292	149	26	diagnostic	diagnostic	ADJ
easat-3292	149	27	parameters	parameter	NOUN
easat-3292	149	28	)	)	PUNCT
easat-3292	149	29	is	be	AUX
easat-3292	149	30	identified	identify	VERB
easat-3292	149	31	.	.	PUNCT
easat-3292	150	1	these	these	PRON
easat-3292	150	2	reflect	reflect	VERB
easat-3292	150	3	the	the	DET
easat-3292	150	4	most	most	ADV
easat-3292	150	5	probable	probable	ADJ
easat-3292	150	6	defects	defect	NOUN
easat-3292	150	7	associated	associate	VERB
easat-3292	150	8	with	with	ADP
easat-3292	150	9	reduced	reduced	ADJ
easat-3292	150	10	operability	operability	NOUN
easat-3292	150	11	and	and	CCONJ
easat-3292	150	12	the	the	DET
easat-3292	150	13	occurrence	occurrence	NOUN
easat-3292	150	14	of	of	ADP
easat-3292	150	15	faults	fault	NOUN
easat-3292	150	16	in	in	ADP
easat-3292	150	17	the	the	DET
easat-3292	150	18	braking	brake	VERB
easat-3292	150	19	system	system	NOUN
easat-3292	150	20	[	[	X
easat-3292	150	21	50	50	NUM
easat-3292	150	22	]	]	PUNCT
easat-3292	150	23	.	.	PUNCT
easat-3292	151	1	the	the	DET
easat-3292	151	2	development	development	NOUN
easat-3292	151	3	and	and	CCONJ
easat-3292	151	4	creation	creation	NOUN
easat-3292	151	5	of	of	ADP
easat-3292	151	6	a	a	DET
easat-3292	151	7	technical	technical	ADJ
easat-3292	151	8	diagnostic	diagnostic	ADJ
easat-3292	151	9	system	system	NOUN
easat-3292	151	10	are	be	AUX
easat-3292	151	11	based	base	VERB
easat-3292	151	12	on	on	ADP
easat-3292	151	13	studying	study	VERB
easat-3292	151	14	the	the	DET
easat-3292	151	15	processes	process	NOUN
easat-3292	151	16	occurring	occur	VERB
easat-3292	151	17	in	in	ADP
easat-3292	151	18	the	the	DET
easat-3292	151	19	braking	brake	VERB
easat-3292	151	20	components	component	NOUN
easat-3292	151	21	of	of	ADP
easat-3292	151	22	passenger	passenger	NOUN
easat-3292	151	23	wagons	wagon	NOUN
easat-3292	151	24	and	and	CCONJ
easat-3292	151	25	their	their	PRON
easat-3292	151	26	possible	possible	ADJ
easat-3292	151	27	faults	fault	NOUN
easat-3292	151	28	.	.	PUNCT
easat-3292	152	1	the	the	DET
easat-3292	152	2	diagnostic	diagnostic	ADJ
easat-3292	152	3	5967	5967	NUM
easat-3292	152	4	edelweiss	edelweiss	PROPN
easat-3292	152	5	applied	apply	VERB
easat-3292	152	6	science	science	NOUN
easat-3292	152	7	and	and	CCONJ
easat-3292	152	8	technology	technology	NOUN
easat-3292	152	9	issn	issn	PROPN
easat-3292	152	10	:	:	PUNCT
easat-3292	152	11	2576	2576	NUM
easat-3292	152	12	-	-	SYM
easat-3292	152	13	8484	8484	NUM
easat-3292	152	14	vol	vol	NOUN
easat-3292	152	15	.	.	PROPN
easat-3292	152	16	8	8	NUM
easat-3292	152	17	,	,	PUNCT
easat-3292	152	18	no	no	INTJ
easat-3292	152	19	.	.	NOUN
easat-3292	153	1	6	6	NUM
easat-3292	153	2	:	:	SYM
easat-3292	153	3	5957	5957	NUM
easat-3292	153	4	-	-	SYM
easat-3292	153	5	5970	5970	NUM
easat-3292	153	6	,	,	PUNCT
easat-3292	153	7	2024	2024	NUM
easat-3292	153	8	doi	doi	NOUN
easat-3292	153	9	:	:	PUNCT
easat-3292	153	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	153	11	©	©	ADP
easat-3292	153	12	2024	2024	NUM
easat-3292	153	13	by	by	ADP
easat-3292	153	14	the	the	DET
easat-3292	153	15	authors	author	NOUN
easat-3292	153	16	;	;	PUNCT
easat-3292	153	17	licensee	licensee	PROPN
easat-3292	153	18	learning	learning	NOUN
easat-3292	153	19	gate	gate	NOUN
easat-3292	153	20	system	system	NOUN
easat-3292	153	21	includes	include	VERB
easat-3292	153	22	the	the	DET
easat-3292	153	23	construction	construction	NOUN
easat-3292	153	24	and	and	CCONJ
easat-3292	153	25	analysis	analysis	NOUN
easat-3292	153	26	of	of	ADP
easat-3292	153	27	mathematical	mathematical	ADJ
easat-3292	153	28	models	model	NOUN
easat-3292	153	29	that	that	PRON
easat-3292	153	30	describe	describe	VERB
easat-3292	153	31	the	the	DET
easat-3292	153	32	braking	brake	VERB
easat-3292	153	33	equipment	equipment	NOUN
easat-3292	153	34	and	and	CCONJ
easat-3292	153	35	the	the	DET
easat-3292	153	36	main	main	ADJ
easat-3292	153	37	line	line	NOUN
easat-3292	153	38	of	of	ADP
easat-3292	153	39	the	the	DET
easat-3292	153	40	passenger	passenger	NOUN
easat-3292	153	41	wagon	wagon	NOUN
easat-3292	153	42	as	as	ADP
easat-3292	153	43	a	a	DET
easat-3292	153	44	whole	whole	NOUN
easat-3292	153	45	in	in	ADP
easat-3292	153	46	terms	term	NOUN
easat-3292	153	47	of	of	ADP
easat-3292	153	48	operable	operable	ADJ
easat-3292	153	49	condition	condition	NOUN
easat-3292	153	50	[	[	X
easat-3292	153	51	51	51	NUM
easat-3292	153	52	]	]	PUNCT
easat-3292	153	53	.	.	PUNCT
easat-3292	154	1	the	the	DET
easat-3292	154	2	application	application	NOUN
easat-3292	154	3	of	of	ADP
easat-3292	154	4	a	a	DET
easat-3292	154	5	diagnostic	diagnostic	ADJ
easat-3292	154	6	system	system	NOUN
easat-3292	154	7	for	for	ADP
easat-3292	154	8	wagon	wagon	NOUN
easat-3292	154	9	braking	braking	NOUN
easat-3292	154	10	equipment	equipment	NOUN
easat-3292	154	11	will	will	AUX
easat-3292	154	12	allow	allow	VERB
easat-3292	154	13	for	for	ADP
easat-3292	154	14	the	the	DET
easat-3292	154	15	detection	detection	NOUN
easat-3292	154	16	and	and	CCONJ
easat-3292	154	17	reduction	reduction	NOUN
easat-3292	154	18	of	of	ADP
easat-3292	154	19	component	component	NOUN
easat-3292	154	20	faults	fault	NOUN
easat-3292	154	21	,	,	PUNCT
easat-3292	154	22	with	with	ADP
easat-3292	154	23	subsequent	subsequent	ADJ
easat-3292	154	24	entry	entry	NOUN
easat-3292	154	25	of	of	ADP
easat-3292	154	26	the	the	DET
easat-3292	154	27	results	result	NOUN
easat-3292	154	28	into	into	ADP
easat-3292	154	29	an	an	DET
easat-3292	154	30	electronic	electronic	ADJ
easat-3292	154	31	database	database	NOUN
easat-3292	154	32	.	.	PUNCT
easat-3292	155	1	special	special	ADJ
easat-3292	155	2	attention	attention	NOUN
easat-3292	155	3	should	should	AUX
easat-3292	155	4	be	be	AUX
easat-3292	155	5	paid	pay	VERB
easat-3292	155	6	to	to	PART
easat-3292	155	7	faults	fault	NOUN
easat-3292	155	8	that	that	PRON
easat-3292	155	9	recur	recur	VERB
easat-3292	155	10	periodically	periodically	ADV
easat-3292	155	11	.	.	PUNCT
easat-3292	156	1	in	in	ADP
easat-3292	156	2	such	such	ADJ
easat-3292	156	3	cases	case	NOUN
easat-3292	156	4	,	,	PUNCT
easat-3292	156	5	notifications	notification	NOUN
easat-3292	156	6	are	be	AUX
easat-3292	156	7	sent	send	VERB
easat-3292	156	8	to	to	ADP
easat-3292	156	9	the	the	DET
easat-3292	156	10	personnel	personnel	NOUN
easat-3292	156	11	responsible	responsible	ADJ
easat-3292	156	12	for	for	ADP
easat-3292	156	13	maintenance	maintenance	NOUN
easat-3292	156	14	,	,	PUNCT
easat-3292	156	15	repair	repair	NOUN
easat-3292	156	16	,	,	PUNCT
easat-3292	156	17	and	and	CCONJ
easat-3292	156	18	inspection	inspection	NOUN
easat-3292	156	19	of	of	ADP
easat-3292	156	20	the	the	DET
easat-3292	156	21	wagon	wagon	NOUN
easat-3292	156	22	braking	brake	VERB
easat-3292	156	23	equipment	equipment	NOUN
easat-3292	156	24	components	component	NOUN
easat-3292	156	25	[	[	X
easat-3292	156	26	40	40	NUM
easat-3292	156	27	]	]	PUNCT
easat-3292	156	28	.	.	PUNCT
easat-3292	157	1	for	for	ADP
easat-3292	157	2	continuous	continuous	ADJ
easat-3292	157	3	monitoring	monitoring	NOUN
easat-3292	157	4	and	and	CCONJ
easat-3292	157	5	timely	timely	ADJ
easat-3292	157	6	detection	detection	NOUN
easat-3292	157	7	of	of	ADP
easat-3292	157	8	faults	fault	NOUN
easat-3292	157	9	in	in	ADP
easat-3292	157	10	the	the	DET
easat-3292	157	11	passenger	passenger	NOUN
easat-3292	157	12	train	train	NOUN
easat-3292	157	13	’s	’s	PART
easat-3292	157	14	braking	brake	VERB
easat-3292	157	15	system	system	NOUN
easat-3292	157	16	,	,	PUNCT
easat-3292	157	17	diagnostic	diagnostic	ADJ
easat-3292	157	18	recommendations	recommendation	NOUN
easat-3292	157	19	have	have	AUX
easat-3292	157	20	been	be	AUX
easat-3292	157	21	developed	develop	VERB
easat-3292	157	22	,	,	PUNCT
easat-3292	157	23	which	which	PRON
easat-3292	157	24	will	will	AUX
easat-3292	157	25	allow	allow	VERB
easat-3292	157	26	:	:	PUNCT
easat-3292	157	27	•	•	NUM
easat-3292	157	28	monitoring	monitor	VERB
easat-3292	157	29	the	the	DET
easat-3292	157	30	magnitude	magnitude	NOUN
easat-3292	157	31	and	and	CCONJ
easat-3292	157	32	polarity	polarity	NOUN
easat-3292	157	33	of	of	ADP
easat-3292	157	34	the	the	DET
easat-3292	157	35	voltage	voltage	NOUN
easat-3292	157	36	on	on	ADP
easat-3292	157	37	the	the	DET
easat-3292	157	38	working	work	VERB
easat-3292	157	39	wire	wire	NOUN
easat-3292	157	40	of	of	ADP
easat-3292	157	41	the	the	DET
easat-3292	157	42	wagon	wagon	NOUN
easat-3292	157	43	’s	’s	PART
easat-3292	157	44	electropneumatic	electropneumatic	ADJ
easat-3292	157	45	distributor	distributor	NOUN
easat-3292	157	46	;	;	PUNCT
easat-3292	157	47	•	•	ADP
easat-3292	157	48	monitoring	monitor	VERB
easat-3292	157	49	the	the	DET
easat-3292	157	50	air	air	NOUN
easat-3292	157	51	pressure	pressure	NOUN
easat-3292	157	52	in	in	ADP
easat-3292	157	53	the	the	DET
easat-3292	157	54	brake	brake	NOUN
easat-3292	157	55	main	main	ADJ
easat-3292	157	56	line	line	NOUN
easat-3292	157	57	and	and	CCONJ
easat-3292	157	58	pneumatic	pneumatic	ADJ
easat-3292	157	59	cylinder	cylinder	NOUN
easat-3292	157	60	according	accord	VERB
easat-3292	157	61	to	to	ADP
easat-3292	157	62	the	the	DET
easat-3292	157	63	braking	brake	VERB
easat-3292	157	64	system	system	NOUN
easat-3292	157	65	’s	’s	PART
easat-3292	157	66	operating	operate	VERB
easat-3292	157	67	mode	mode	NOUN
easat-3292	157	68	;	;	PUNCT
easat-3292	157	69	•	•	PRON
easat-3292	157	70	monitoring	monitor	VERB
easat-3292	157	71	the	the	DET
easat-3292	157	72	number	number	NOUN
easat-3292	157	73	of	of	ADP
easat-3292	157	74	operations	operation	NOUN
easat-3292	157	75	of	of	ADP
easat-3292	157	76	the	the	DET
easat-3292	157	77	pneumatic	pneumatic	ADJ
easat-3292	157	78	and	and	CCONJ
easat-3292	157	79	electro	electro	ADJ
easat-3292	157	80	-	-	PUNCT
easat-3292	157	81	pneumatic	pneumatic	ADJ
easat-3292	157	82	brakes	brake	NOUN
easat-3292	157	83	of	of	ADP
easat-3292	157	84	the	the	DET
easat-3292	157	85	passenger	passenger	NOUN
easat-3292	157	86	wagon	wagon	NOUN
easat-3292	157	87	in	in	ADP
easat-3292	157	88	real	real	ADJ
easat-3292	157	89	-	-	PUNCT
easat-3292	157	90	time	time	NOUN
easat-3292	157	91	,	,	PUNCT
easat-3292	157	92	with	with	ADP
easat-3292	157	93	subsequent	subsequent	ADJ
easat-3292	157	94	recording	recording	NOUN
easat-3292	157	95	of	of	ADP
easat-3292	157	96	pressure	pressure	NOUN
easat-3292	157	97	and	and	CCONJ
easat-3292	157	98	voltage	voltage	NOUN
easat-3292	157	99	parameters	parameter	NOUN
easat-3292	157	100	in	in	ADP
easat-3292	157	101	an	an	DET
easat-3292	157	102	electronic	electronic	ADJ
easat-3292	157	103	database	database	NOUN
easat-3292	158	1	[	[	X
easat-3292	158	2	51	51	NUM
easat-3292	158	3	]	]	PUNCT
easat-3292	158	4	.	.	PUNCT
easat-3292	159	1	these	these	DET
easat-3292	159	2	recommendations	recommendation	NOUN
easat-3292	159	3	will	will	AUX
easat-3292	159	4	enable	enable	VERB
easat-3292	159	5	the	the	DET
easat-3292	159	6	prediction	prediction	NOUN
easat-3292	159	7	of	of	ADP
easat-3292	159	8	the	the	DET
easat-3292	159	9	resource	resource	NOUN
easat-3292	159	10	of	of	ADP
easat-3292	159	11	the	the	DET
easat-3292	159	12	pneumatic	pneumatic	ADJ
easat-3292	159	13	and	and	CCONJ
easat-3292	159	14	electropneumatic	electropneumatic	ADJ
easat-3292	159	15	system	system	NOUN
easat-3292	159	16	components	component	NOUN
easat-3292	159	17	of	of	ADP
easat-3292	159	18	the	the	DET
easat-3292	159	19	passenger	passenger	NOUN
easat-3292	159	20	wagon	wagon	NOUN
easat-3292	159	21	,	,	PUNCT
easat-3292	159	22	ensure	ensure	VERB
easat-3292	159	23	their	their	PRON
easat-3292	159	24	inter	inter	ADJ
easat-3292	159	25	-	-	ADJ
easat-3292	159	26	repair	repair	ADJ
easat-3292	159	27	operational	operational	ADJ
easat-3292	159	28	periods	period	NOUN
easat-3292	159	29	based	base	VERB
easat-3292	159	30	on	on	ADP
easat-3292	159	31	the	the	DET
easat-3292	159	32	current	current	ADJ
easat-3292	159	33	technical	technical	ADJ
easat-3292	159	34	condition	condition	NOUN
easat-3292	159	35	,	,	PUNCT
easat-3292	159	36	and	and	CCONJ
easat-3292	159	37	enhance	enhance	VERB
easat-3292	159	38	the	the	DET
easat-3292	159	39	safety	safety	NOUN
easat-3292	159	40	of	of	ADP
easat-3292	159	41	train	train	NOUN
easat-3292	159	42	operations	operation	NOUN
easat-3292	159	43	on	on	ADP
easat-3292	159	44	railway	railway	NOUN
easat-3292	159	45	transport	transport	NOUN
easat-3292	159	46	.	.	PUNCT
easat-3292	160	1	5	5	X
easat-3292	160	2	.	.	X
easat-3292	160	3	conclusion	conclusion	VERB
easat-3292	160	4	an	an	DET
easat-3292	160	5	inspection	inspection	NOUN
easat-3292	160	6	of	of	ADP
easat-3292	160	7	the	the	DET
easat-3292	160	8	braking	brake	VERB
easat-3292	160	9	equipment	equipment	NOUN
easat-3292	160	10	components	component	NOUN
easat-3292	160	11	of	of	ADP
easat-3292	160	12	passenger	passenger	NOUN
easat-3292	160	13	wagons	wagon	NOUN
easat-3292	160	14	was	be	AUX
easat-3292	160	15	carried	carry	VERB
easat-3292	160	16	out	out	ADP
easat-3292	160	17	during	during	ADP
easat-3292	160	18	their	their	PRON
easat-3292	160	19	maintenance	maintenance	NOUN
easat-3292	160	20	.	.	PUNCT
easat-3292	161	1	based	base	VERB
easat-3292	161	2	on	on	ADP
easat-3292	161	3	the	the	DET
easat-3292	161	4	conducted	conduct	VERB
easat-3292	161	5	inspection	inspection	NOUN
easat-3292	161	6	and	and	CCONJ
easat-3292	161	7	collected	collect	VERB
easat-3292	161	8	statistical	statistical	ADJ
easat-3292	161	9	material	material	NOUN
easat-3292	161	10	,	,	PUNCT
easat-3292	161	11	a	a	DET
easat-3292	161	12	fault	fault	NOUN
easat-3292	161	13	distribution	distribution	NOUN
easat-3292	161	14	diagram	diagram	NOUN
easat-3292	161	15	of	of	ADP
easat-3292	161	16	the	the	DET
easat-3292	161	17	braking	brake	VERB
easat-3292	161	18	equipment	equipment	NOUN
easat-3292	161	19	components	component	NOUN
easat-3292	161	20	for	for	ADP
easat-3292	161	21	2023	2023	NUM
easat-3292	161	22	was	be	AUX
easat-3292	161	23	constructed	construct	VERB
easat-3292	161	24	.	.	PUNCT
easat-3292	162	1	it	it	PRON
easat-3292	162	2	was	be	AUX
easat-3292	162	3	established	establish	VERB
easat-3292	162	4	that	that	SCONJ
easat-3292	162	5	the	the	DET
easat-3292	162	6	highest	high	ADJ
easat-3292	162	7	number	number	NOUN
easat-3292	162	8	of	of	ADP
easat-3292	162	9	faults	fault	NOUN
easat-3292	162	10	is	be	AUX
easat-3292	162	11	attributed	attribute	VERB
easat-3292	162	12	to	to	ADP
easat-3292	162	13	electro	electro	ADJ
easat-3292	162	14	-	-	PUNCT
easat-3292	162	15	pneumatic	pneumatic	ADJ
easat-3292	162	16	distributors	distributor	NOUN
easat-3292	163	1	no	no	INTJ
easat-3292	163	2	.	.	NOUN
easat-3292	163	3	305	305	NUM
easat-3292	163	4	,	,	PUNCT
easat-3292	163	5	accounting	account	VERB
easat-3292	163	6	for	for	ADP
easat-3292	163	7	30	30	NUM
easat-3292	163	8	%	%	NOUN
easat-3292	163	9	of	of	ADP
easat-3292	163	10	the	the	DET
easat-3292	163	11	total	total	ADJ
easat-3292	163	12	number	number	NOUN
easat-3292	163	13	of	of	ADP
easat-3292	163	14	inspected	inspect	VERB
easat-3292	163	15	components	component	NOUN
easat-3292	163	16	.	.	PUNCT
easat-3292	164	1	based	base	VERB
easat-3292	164	2	on	on	ADP
easat-3292	164	3	the	the	DET
easat-3292	164	4	processed	process	VERB
easat-3292	164	5	statistical	statistical	ADJ
easat-3292	164	6	material	material	NOUN
easat-3292	164	7	regarding	regard	VERB
easat-3292	164	8	the	the	DET
easat-3292	164	9	faults	fault	NOUN
easat-3292	164	10	of	of	ADP
easat-3292	164	11	the	the	DET
easat-3292	164	12	braking	brake	VERB
easat-3292	164	13	equipment	equipment	NOUN
easat-3292	164	14	components	component	NOUN
easat-3292	164	15	,	,	PUNCT
easat-3292	164	16	it	it	PRON
easat-3292	164	17	was	be	AUX
easat-3292	164	18	determined	determine	VERB
easat-3292	164	19	that	that	SCONJ
easat-3292	164	20	the	the	DET
easat-3292	164	21	highest	high	ADJ
easat-3292	164	22	percentage	percentage	NOUN
easat-3292	164	23	is	be	AUX
easat-3292	164	24	due	due	ADJ
easat-3292	164	25	to	to	ADP
easat-3292	164	26	the	the	DET
easat-3292	164	27	unsatisfactory	unsatisfactory	ADJ
easat-3292	164	28	performance	performance	NOUN
easat-3292	164	29	of	of	ADP
easat-3292	164	30	electro	electro	ADJ
easat-3292	164	31	-	-	PUNCT
easat-3292	164	32	pneumatic	pneumatic	ADJ
easat-3292	164	33	distributor	distributor	NOUN
easat-3292	164	34	no	no	NOUN
easat-3292	164	35	.	.	NOUN
easat-3292	164	36	305	305	NUM
easat-3292	164	37	.	.	PUNCT
easat-3292	165	1	it	it	PRON
easat-3292	165	2	was	be	AUX
easat-3292	165	3	specifically	specifically	ADV
easat-3292	165	4	determined	determine	VERB
easat-3292	165	5	that	that	SCONJ
easat-3292	165	6	21	21	NUM
easat-3292	165	7	%	%	NOUN
easat-3292	165	8	of	of	ADP
easat-3292	165	9	faults	fault	NOUN
easat-3292	165	10	are	be	AUX
easat-3292	165	11	due	due	ADJ
easat-3292	165	12	to	to	ADP
easat-3292	165	13	the	the	DET
easat-3292	165	14	excessive	excessive	ADJ
easat-3292	165	15	filling	filling	NOUN
easat-3292	165	16	time	time	NOUN
easat-3292	165	17	of	of	ADP
easat-3292	165	18	the	the	DET
easat-3292	165	19	brake	brake	NOUN
easat-3292	165	20	cylinder	cylinder	NOUN
easat-3292	165	21	during	during	ADP
easat-3292	165	22	full	full	ADJ
easat-3292	165	23	service	service	NOUN
easat-3292	165	24	braking	braking	NOUN
easat-3292	165	25	,	,	PUNCT
easat-3292	165	26	19	19	NUM
easat-3292	165	27	%	%	NOUN
easat-3292	165	28	are	be	AUX
easat-3292	165	29	due	due	ADJ
easat-3292	165	30	to	to	ADP
easat-3292	165	31	the	the	DET
easat-3292	165	32	excessive	excessive	ADJ
easat-3292	165	33	release	release	NOUN
easat-3292	165	34	time	time	NOUN
easat-3292	165	35	after	after	ADP
easat-3292	165	36	full	full	ADJ
easat-3292	165	37	service	service	NOUN
easat-3292	165	38	braking	braking	NOUN
easat-3292	165	39	,	,	PUNCT
easat-3292	165	40	and	and	CCONJ
easat-3292	165	41	15	15	NUM
easat-3292	165	42	%	%	NOUN
easat-3292	165	43	result	result	NOUN
easat-3292	165	44	from	from	ADP
easat-3292	165	45	the	the	DET
easat-3292	165	46	slow	slow	ADJ
easat-3292	165	47	pressure	pressure	NOUN
easat-3292	165	48	increase	increase	NOUN
easat-3292	165	49	in	in	ADP
easat-3292	165	50	the	the	DET
easat-3292	165	51	brake	brake	NOUN
easat-3292	165	52	cylinder	cylinder	NOUN
easat-3292	165	53	in	in	ADP
easat-3292	165	54	the	the	DET
easat-3292	165	55	“	"	PUNCT
easat-3292	165	56	cut	cut	VERB
easat-3292	165	57	-	-	PUNCT
easat-3292	165	58	off	off	ADP
easat-3292	165	59	”	"	PUNCT
easat-3292	165	60	mode	mode	NOUN
easat-3292	165	61	.	.	PUNCT
easat-3292	166	1	these	these	DET
easat-3292	166	2	primary	primary	ADJ
easat-3292	166	3	faults	fault	NOUN
easat-3292	166	4	negatively	negatively	ADV
easat-3292	166	5	impact	impact	VERB
easat-3292	166	6	both	both	CCONJ
easat-3292	166	7	the	the	DET
easat-3292	166	8	overall	overall	ADJ
easat-3292	166	9	operation	operation	NOUN
easat-3292	166	10	of	of	ADP
easat-3292	166	11	the	the	DET
easat-3292	166	12	braking	brake	VERB
easat-3292	166	13	system	system	NOUN
easat-3292	166	14	and	and	CCONJ
easat-3292	166	15	the	the	DET
easat-3292	166	16	safety	safety	NOUN
easat-3292	166	17	of	of	ADP
easat-3292	166	18	train	train	NOUN
easat-3292	166	19	operations	operation	NOUN
easat-3292	166	20	.	.	PUNCT
easat-3292	167	1	methods	method	NOUN
easat-3292	167	2	of	of	ADP
easat-3292	167	3	mathematical	mathematical	ADJ
easat-3292	167	4	statistics	statistic	NOUN
easat-3292	167	5	were	be	AUX
easat-3292	167	6	applied	apply	VERB
easat-3292	167	7	to	to	PART
easat-3292	167	8	determine	determine	VERB
easat-3292	167	9	the	the	DET
easat-3292	167	10	distribution	distribution	NOUN
easat-3292	167	11	of	of	ADP
easat-3292	167	12	faults	fault	NOUN
easat-3292	167	13	in	in	ADP
easat-3292	167	14	electropneumatic	electropneumatic	ADJ
easat-3292	167	15	distributors	distributor	NOUN
easat-3292	167	16	no	no	INTJ
easat-3292	167	17	.	.	PUNCT
easat-3292	168	1	305	305	NUM
easat-3292	168	2	used	use	VERB
easat-3292	168	3	in	in	ADP
easat-3292	168	4	the	the	DET
easat-3292	168	5	braking	brake	VERB
easat-3292	168	6	system	system	NOUN
easat-3292	168	7	of	of	ADP
easat-3292	168	8	passenger	passenger	NOUN
easat-3292	168	9	wagons	wagon	NOUN
easat-3292	168	10	.	.	PUNCT
easat-3292	169	1	the	the	DET
easat-3292	169	2	collected	collect	VERB
easat-3292	169	3	statistical	statistical	ADJ
easat-3292	169	4	data	datum	NOUN
easat-3292	169	5	on	on	ADP
easat-3292	169	6	the	the	DET
easat-3292	169	7	faults	fault	NOUN
easat-3292	169	8	of	of	ADP
easat-3292	169	9	distributors	distributor	NOUN
easat-3292	169	10	no	no	INTJ
easat-3292	169	11	.	.	PUNCT
easat-3292	170	1	305	305	NUM
easat-3292	170	2	were	be	AUX
easat-3292	170	3	processed	process	VERB
easat-3292	170	4	and	and	CCONJ
easat-3292	170	5	systematized	systematize	VERB
easat-3292	170	6	using	use	VERB
easat-3292	170	7	the	the	DET
easat-3292	170	8	specialized	specialized	ADJ
easat-3292	170	9	software	software	NOUN
easat-3292	170	10	package	package	NOUN
easat-3292	170	11	"	"	PUNCT
easat-3292	170	12	statistika	statistika	NOUN
easat-3292	170	13	"	"	PUNCT
easat-3292	170	14	.	.	PUNCT
easat-3292	171	1	it	it	PRON
easat-3292	171	2	was	be	AUX
easat-3292	171	3	established	establish	VERB
easat-3292	171	4	that	that	SCONJ
easat-3292	171	5	the	the	DET
easat-3292	171	6	random	random	ADJ
easat-3292	171	7	variables	variable	NOUN
easat-3292	171	8	–	–	PUNCT
easat-3292	171	9	faults	fault	NOUN
easat-3292	171	10	of	of	ADP
easat-3292	171	11	electro	electro	ADJ
easat-3292	171	12	-	-	PUNCT
easat-3292	171	13	pneumatic	pneumatic	ADJ
easat-3292	171	14	distributors	distributor	NOUN
easat-3292	171	15	–	–	PUNCT
easat-3292	171	16	follow	follow	VERB
easat-3292	171	17	a	a	DET
easat-3292	171	18	normal	normal	ADJ
easat-3292	171	19	distribution	distribution	NOUN
easat-3292	171	20	law	law	NOUN
easat-3292	171	21	.	.	PUNCT
easat-3292	172	1	it	it	PRON
easat-3292	172	2	was	be	AUX
easat-3292	172	3	determined	determine	VERB
easat-3292	172	4	that	that	SCONJ
easat-3292	172	5	the	the	DET
easat-3292	172	6	trends	trend	NOUN
easat-3292	172	7	in	in	ADP
easat-3292	172	8	the	the	DET
easat-3292	172	9	number	number	NOUN
easat-3292	172	10	of	of	ADP
easat-3292	172	11	faults	fault	NOUN
easat-3292	172	12	increasing	increase	VERB
easat-3292	172	13	or	or	CCONJ
easat-3292	172	14	decreasing	decrease	VERB
easat-3292	172	15	depend	depend	NOUN
easat-3292	172	16	on	on	ADP
easat-3292	172	17	the	the	DET
easat-3292	172	18	seasonal	seasonal	ADJ
easat-3292	172	19	factors	factor	NOUN
easat-3292	172	20	affecting	affect	VERB
easat-3292	172	21	them	they	PRON
easat-3292	172	22	.	.	PUNCT
easat-3292	173	1	the	the	DET
easat-3292	173	2	calculation	calculation	NOUN
easat-3292	173	3	has	have	AUX
easat-3292	173	4	been	be	AUX
easat-3292	173	5	performed	perform	VERB
easat-3292	173	6	which	which	PRON
easat-3292	173	7	shows	show	VERB
easat-3292	173	8	that	that	SCONJ
easat-3292	173	9	the	the	DET
easat-3292	173	10	χ2=4.622	χ2=4.622	NUM
easat-3292	173	11	,	,	PUNCT
easat-3292	173	12	s2=32.44	s2=32.44	X
easat-3292	173	13	and	and	CCONJ
easat-3292	173	14	x	x	PUNCT
easat-3292	174	1	=	=	NOUN
easat-3292	174	2	31.94	31.94	NUM
easat-3292	174	3	.	.	PUNCT
easat-3292	175	1	it	it	PRON
easat-3292	175	2	is	be	AUX
easat-3292	175	3	proposed	propose	VERB
easat-3292	175	4	to	to	PART
easat-3292	175	5	use	use	VERB
easat-3292	175	6	a	a	DET
easat-3292	175	7	diagnostic	diagnostic	ADJ
easat-3292	175	8	system	system	NOUN
easat-3292	175	9	for	for	ADP
easat-3292	175	10	the	the	DET
easat-3292	175	11	braking	brake	VERB
easat-3292	175	12	equipment	equipment	NOUN
easat-3292	175	13	of	of	ADP
easat-3292	175	14	passenger	passenger	NOUN
easat-3292	175	15	trains	train	NOUN
easat-3292	175	16	to	to	PART
easat-3292	175	17	ensure	ensure	VERB
easat-3292	175	18	safety	safety	NOUN
easat-3292	175	19	.	.	PUNCT
easat-3292	176	1	the	the	DET
easat-3292	176	2	diagnostic	diagnostic	ADJ
easat-3292	176	3	system	system	NOUN
easat-3292	176	4	includes	include	VERB
easat-3292	176	5	the	the	DET
easat-3292	176	6	construction	construction	NOUN
easat-3292	176	7	and	and	CCONJ
easat-3292	176	8	analysis	analysis	NOUN
easat-3292	176	9	of	of	ADP
easat-3292	176	10	mathematical	mathematical	ADJ
easat-3292	176	11	models	model	NOUN
easat-3292	176	12	and	and	CCONJ
easat-3292	176	13	allows	allow	VERB
easat-3292	176	14	for	for	ADP
easat-3292	176	15	the	the	DET
easat-3292	176	16	description	description	NOUN
easat-3292	176	17	of	of	ADP
easat-3292	176	18	the	the	DET
easat-3292	176	19	operable	operable	ADJ
easat-3292	176	20	state	state	NOUN
easat-3292	176	21	of	of	ADP
easat-3292	176	22	the	the	DET
easat-3292	176	23	passenger	passenger	NOUN
easat-3292	176	24	wagon	wagon	NOUN
easat-3292	176	25	’s	’s	PART
easat-3292	176	26	braking	brake	VERB
easat-3292	176	27	equipment	equipment	NOUN
easat-3292	176	28	as	as	ADP
easat-3292	176	29	a	a	DET
easat-3292	176	30	whole	whole	NOUN
easat-3292	176	31	.	.	PUNCT
easat-3292	177	1	recommendations	recommendation	NOUN
easat-3292	177	2	for	for	ADP
easat-3292	177	3	the	the	DET
easat-3292	177	4	application	application	NOUN
easat-3292	177	5	of	of	ADP
easat-3292	177	6	the	the	DET
easat-3292	177	7	diagnostic	diagnostic	ADJ
easat-3292	177	8	system	system	NOUN
easat-3292	177	9	have	have	AUX
easat-3292	177	10	been	be	AUX
easat-3292	177	11	developed	develop	VERB
easat-3292	177	12	,	,	PUNCT
easat-3292	177	13	which	which	PRON
easat-3292	177	14	allow	allow	VERB
easat-3292	177	15	for	for	ADP
easat-3292	177	16	monitoring	monitor	VERB
easat-3292	177	17	the	the	DET
easat-3292	177	18	magnitude	magnitude	NOUN
easat-3292	177	19	and	and	CCONJ
easat-3292	177	20	polarity	polarity	NOUN
easat-3292	177	21	of	of	ADP
easat-3292	177	22	the	the	DET
easat-3292	177	23	voltage	voltage	NOUN
easat-3292	177	24	on	on	ADP
easat-3292	177	25	the	the	DET
easat-3292	177	26	working	work	VERB
easat-3292	177	27	wire	wire	NOUN
easat-3292	177	28	of	of	ADP
easat-3292	177	29	the	the	DET
easat-3292	177	30	passenger	passenger	NOUN
easat-3292	177	31	wagon	wagon	NOUN
easat-3292	177	32	’s	’s	PART
easat-3292	177	33	electro	electro	ADJ
easat-3292	177	34	-	-	PUNCT
easat-3292	177	35	pneumatic	pneumatic	ADJ
easat-3292	177	36	distributor	distributor	NOUN
easat-3292	177	37	,	,	PUNCT
easat-3292	177	38	monitoring	monitor	VERB
easat-3292	177	39	the	the	DET
easat-3292	177	40	air	air	NOUN
easat-3292	177	41	pressure	pressure	NOUN
easat-3292	177	42	in	in	ADP
easat-3292	177	43	the	the	DET
easat-3292	177	44	brake	brake	NOUN
easat-3292	177	45	main	main	ADJ
easat-3292	177	46	line	line	NOUN
easat-3292	177	47	and	and	CCONJ
easat-3292	177	48	pneumatic	pneumatic	ADJ
easat-3292	177	49	cylinder	cylinder	NOUN
easat-3292	177	50	according	accord	VERB
easat-3292	177	51	to	to	ADP
easat-3292	177	52	the	the	DET
easat-3292	177	53	braking	brake	VERB
easat-3292	177	54	equipment	equipment	NOUN
easat-3292	177	55	’s	’s	PART
easat-3292	177	56	operating	operating	NOUN
easat-3292	177	57	mode	mode	NOUN
easat-3292	177	58	,	,	PUNCT
easat-3292	177	59	and	and	CCONJ
easat-3292	177	60	monitoring	monitor	VERB
easat-3292	177	61	the	the	DET
easat-3292	177	62	number	number	NOUN
easat-3292	177	63	of	of	ADP
easat-3292	177	64	operations	operation	NOUN
easat-3292	177	65	of	of	ADP
easat-3292	177	66	the	the	DET
easat-3292	177	67	pneumatic	pneumatic	ADJ
easat-3292	177	68	and	and	CCONJ
easat-3292	177	69	electro	electro	ADJ
easat-3292	177	70	-	-	PUNCT
easat-3292	177	71	pneumatic	pneumatic	ADJ
easat-3292	177	72	brakes	brake	NOUN
easat-3292	177	73	of	of	ADP
easat-3292	177	74	the	the	DET
easat-3292	177	75	passenger	passenger	NOUN
easat-3292	177	76	wagon	wagon	NOUN
easat-3292	177	77	during	during	ADP
easat-3292	177	78	train	train	NOUN
easat-3292	177	79	operation	operation	NOUN
easat-3292	177	80	.	.	PUNCT
easat-3292	178	1	the	the	DET
easat-3292	178	2	application	application	NOUN
easat-3292	178	3	of	of	ADP
easat-3292	178	4	the	the	DET
easat-3292	178	5	diagnostic	diagnostic	ADJ
easat-3292	178	6	system	system	NOUN
easat-3292	178	7	enables	enable	VERB
easat-3292	178	8	the	the	DET
easat-3292	178	9	prediction	prediction	NOUN
easat-3292	178	10	of	of	ADP
easat-3292	178	11	the	the	DET
easat-3292	178	12	resource	resource	NOUN
easat-3292	178	13	,	,	PUNCT
easat-3292	178	14	ensures	ensure	VERB
easat-3292	178	15	their	their	PRON
easat-3292	178	16	inter	inter	ADJ
easat-3292	178	17	-	-	ADJ
easat-3292	178	18	repair	repair	ADJ
easat-3292	178	19	operational	operational	ADJ
easat-3292	178	20	5968	5968	NUM
easat-3292	178	21	edelweiss	edelweiss	PROPN
easat-3292	178	22	applied	apply	VERB
easat-3292	178	23	science	science	NOUN
easat-3292	178	24	and	and	CCONJ
easat-3292	178	25	technology	technology	NOUN
easat-3292	178	26	issn	issn	PROPN
easat-3292	178	27	:	:	PUNCT
easat-3292	178	28	2576	2576	NUM
easat-3292	178	29	-	-	SYM
easat-3292	178	30	8484	8484	NUM
easat-3292	178	31	vol	vol	NOUN
easat-3292	178	32	.	.	PROPN
easat-3292	178	33	8	8	NUM
easat-3292	178	34	,	,	PUNCT
easat-3292	178	35	no	no	INTJ
easat-3292	178	36	.	.	NOUN
easat-3292	178	37	6	6	NUM
easat-3292	178	38	:	:	SYM
easat-3292	178	39	5957	5957	NUM
easat-3292	178	40	-	-	SYM
easat-3292	178	41	5970	5970	NUM
easat-3292	178	42	,	,	PUNCT
easat-3292	178	43	2024	2024	NUM
easat-3292	178	44	doi	doi	NOUN
easat-3292	178	45	:	:	PUNCT
easat-3292	178	46	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	178	47	©	©	ADP
easat-3292	178	48	2024	2024	NUM
easat-3292	178	49	by	by	ADP
easat-3292	178	50	the	the	DET
easat-3292	178	51	authors	author	NOUN
easat-3292	178	52	;	;	PUNCT
easat-3292	178	53	licensee	licensee	PROPN
easat-3292	178	54	learning	learn	VERB
easat-3292	178	55	gate	gate	PROPN
easat-3292	178	56	periods	period	NOUN
easat-3292	178	57	based	base	VERB
easat-3292	178	58	on	on	ADP
easat-3292	178	59	the	the	DET
easat-3292	178	60	current	current	ADJ
easat-3292	178	61	technical	technical	ADJ
easat-3292	178	62	condition	condition	NOUN
easat-3292	178	63	,	,	PUNCT
easat-3292	178	64	and	and	CCONJ
easat-3292	178	65	enhances	enhance	VERB
easat-3292	178	66	the	the	DET
easat-3292	178	67	safety	safety	NOUN
easat-3292	178	68	of	of	ADP
easat-3292	178	69	train	train	NOUN
easat-3292	178	70	operations	operation	NOUN
easat-3292	178	71	on	on	ADP
easat-3292	178	72	railway	railway	NOUN
easat-3292	178	73	transport	transport	NOUN
easat-3292	178	74	.	.	PUNCT
easat-3292	179	1	copyright	copyright	NOUN
easat-3292	179	2	:	:	PUNCT
easat-3292	179	3	©	©	PROPN
easat-3292	179	4	2024	2024	NUM
easat-3292	179	5	by	by	ADP
easat-3292	179	6	the	the	DET
easat-3292	179	7	authors	author	NOUN
easat-3292	179	8	.	.	PUNCT
easat-3292	180	1	this	this	DET
easat-3292	180	2	article	article	NOUN
easat-3292	180	3	is	be	AUX
easat-3292	180	4	an	an	DET
easat-3292	180	5	open	open	ADJ
easat-3292	180	6	access	access	NOUN
easat-3292	180	7	article	article	NOUN
easat-3292	180	8	distributed	distribute	VERB
easat-3292	180	9	under	under	ADP
easat-3292	180	10	the	the	DET
easat-3292	180	11	terms	term	NOUN
easat-3292	180	12	and	and	CCONJ
easat-3292	180	13	conditions	condition	NOUN
easat-3292	180	14	of	of	ADP
easat-3292	180	15	the	the	DET
easat-3292	180	16	creative	creative	ADJ
easat-3292	180	17	commons	common	NOUN
easat-3292	180	18	attribution	attribution	NOUN
easat-3292	180	19	(	(	PUNCT
easat-3292	180	20	cc	cc	NOUN
easat-3292	180	21	by	by	ADP
easat-3292	180	22	)	)	PUNCT
easat-3292	180	23	license	license	NOUN
easat-3292	180	24	(	(	PUNCT
easat-3292	180	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3292	180	26	)	)	PUNCT
easat-3292	180	27	.	.	PUNCT
easat-3292	181	1	references	reference	NOUN
easat-3292	181	2	[	[	X
easat-3292	181	3	1	1	NUM
easat-3292	181	4	]	]	X
easat-3292	181	5	lovskaya	lovskaya	NOUN
easat-3292	181	6	,	,	PUNCT
easat-3292	181	7	"	"	PUNCT
easat-3292	181	8	computer	computer	NOUN
easat-3292	181	9	simulation	simulation	NOUN
easat-3292	181	10	of	of	ADP
easat-3292	181	11	wagon	wagon	NOUN
easat-3292	181	12	body	body	NOUN
easat-3292	181	13	bearing	bear	VERB
easat-3292	181	14	structure	structure	NOUN
easat-3292	181	15	dynamics	dynamic	NOUN
easat-3292	181	16	during	during	ADP
easat-3292	181	17	transportation	transportation	NOUN
easat-3292	181	18	by	by	ADP
easat-3292	181	19	train	train	NOUN
easat-3292	181	20	ferry	ferry	NOUN
easat-3292	181	21	,	,	PUNCT
easat-3292	181	22	"	"	PUNCT
easat-3292	181	23	easterneuropean	easterneuropean	ADJ
easat-3292	181	24	journal	journal	NOUN
easat-3292	181	25	of	of	ADP
easat-3292	181	26	enterprise	enterprise	NOUN
easat-3292	181	27	technologies	technology	NOUN
easat-3292	181	28	,	,	PUNCT
easat-3292	181	29	vol	vol	NOUN
easat-3292	181	30	.	.	PROPN
easat-3292	182	1	3	3	NUM
easat-3292	182	2	,	,	PUNCT
easat-3292	182	3	no	no	INTJ
easat-3292	182	4	.	.	NOUN
easat-3292	182	5	7	7	NUM
easat-3292	182	6	(	(	PUNCT
easat-3292	182	7	75	75	NUM
easat-3292	182	8	)	)	PUNCT
easat-3292	182	9	,	,	PUNCT
easat-3292	182	10	pp	pp	ADP
easat-3292	182	11	.	.	PUNCT
easat-3292	183	1	9	9	NUM
easat-3292	183	2	-	-	SYM
easat-3292	183	3	14	14	NUM
easat-3292	183	4	.	.	PUNCT
easat-3292	184	1	2015	2015	NUM
easat-3292	184	2	.	.	PUNCT
easat-3292	185	1	https://doi.org/10.15587/17294061.2015.43749	https://doi.org/10.15587/17294061.2015.43749	PROPN
easat-3292	186	1	[	[	X
easat-3292	186	2	2	2	X
easat-3292	186	3	]	]	PUNCT
easat-3292	186	4	j.	j.	PROPN
easat-3292	186	5	dižo	dižo	PROPN
easat-3292	186	6	,	,	PUNCT
easat-3292	186	7	"	"	PUNCT
easat-3292	186	8	analysis	analysis	NOUN
easat-3292	186	9	of	of	ADP
easat-3292	186	10	a	a	DET
easat-3292	186	11	goods	good	NOUN
easat-3292	186	12	wagon	wagon	NOUN
easat-3292	186	13	running	run	VERB
easat-3292	186	14	on	on	ADP
easat-3292	186	15	a	a	DET
easat-3292	186	16	railway	railway	NOUN
easat-3292	186	17	test	test	NOUN
easat-3292	186	18	track	track	NOUN
easat-3292	186	19	,	,	PUNCT
easat-3292	186	20	"	"	PUNCT
easat-3292	186	21	manufacturing	manufacturing	NOUN
easat-3292	186	22	technology	technology	NOUN
easat-3292	186	23	,	,	PUNCT
easat-3292	186	24	vol	vol	NOUN
easat-3292	186	25	.	.	PROPN
easat-3292	187	1	16	16	NUM
easat-3292	187	2	,	,	PUNCT
easat-3292	187	3	no	no	INTJ
easat-3292	187	4	.	.	NOUN
easat-3292	187	5	4	4	NUM
easat-3292	187	6	,	,	PUNCT
easat-3292	187	7	pp	pp	ADJ
easat-3292	187	8	.	.	PUNCT
easat-3292	188	1	667–672	667–672	NUM
easat-3292	188	2	.	.	NOUN
easat-3292	188	3	2016	2016	NUM
easat-3292	188	4	.	.	PUNCT
easat-3292	189	1	https://doi.org/10.21062/ujep/x.2016/a/1213-2489/mt/16/4/667	https://doi.org/10.21062/ujep/x.2016/a/1213-2489/mt/16/4/667	NOUN
easat-3292	190	1	[	[	X
easat-3292	190	2	3	3	X
easat-3292	190	3	]	]	X
easat-3292	190	4	j.	j.	PROPN
easat-3292	190	5	gerlici	gerlici	PROPN
easat-3292	190	6	,	,	PUNCT
easat-3292	190	7	a.	a.	NOUN
easat-3292	190	8	lovska	lovska	PROPN
easat-3292	190	9	,	,	PUNCT
easat-3292	190	10	g.	g.	PROPN
easat-3292	190	11	vatulia	vatulia	PROPN
easat-3292	190	12	,	,	PUNCT
easat-3292	190	13	m.	m.	NOUN
easat-3292	190	14	pavliuchenkov	pavliuchenkov	PROPN
easat-3292	190	15	,	,	PUNCT
easat-3292	190	16	o.	o.	NOUN
easat-3292	190	17	kravchenko	kravchenko	PROPN
easat-3292	190	18	,	,	PUNCT
easat-3292	190	19	and	and	CCONJ
easat-3292	190	20	s.	s.	PROPN
easat-3292	190	21	solčanský	solčanský	PROPN
easat-3292	190	22	,	,	PUNCT
easat-3292	190	23	"	"	PUNCT
easat-3292	190	24	situational	situational	ADJ
easat-3292	190	25	adaptation	adaptation	NOUN
easat-3292	190	26	of	of	ADP
easat-3292	190	27	the	the	DET
easat-3292	190	28	open	open	ADJ
easat-3292	190	29	wagon	wagon	NOUN
easat-3292	190	30	body	body	NOUN
easat-3292	190	31	to	to	ADP
easat-3292	190	32	container	container	NOUN
easat-3292	190	33	transportation	transportation	NOUN
easat-3292	190	34	,	,	PUNCT
easat-3292	190	35	"	"	PUNCT
easat-3292	190	36	applied	apply	VERB
easat-3292	190	37	sciences	science	NOUN
easat-3292	190	38	,	,	PUNCT
easat-3292	190	39	vol	vol	NOUN
easat-3292	190	40	.	.	PROPN
easat-3292	190	41	13	13	NUM
easat-3292	190	42	,	,	PUNCT
easat-3292	190	43	no	no	INTJ
easat-3292	190	44	.	.	NOUN
easat-3292	190	45	15	15	NUM
easat-3292	190	46	(	(	PUNCT
easat-3292	190	47	8605	8605	NUM
easat-3292	190	48	)	)	PUNCT
easat-3292	190	49	.	.	PUNCT
easat-3292	191	1	2023	2023	NUM
easat-3292	191	2	.	.	PUNCT
easat-3292	192	1	https://doi.org/10.3390/app13158605	https://doi.org/10.3390/app13158605	X
easat-3292	192	2	[	[	X
easat-3292	192	3	4	4	NUM
easat-3292	192	4	]	]	PUNCT
easat-3292	192	5	i.	i.	NOUN
easat-3292	192	6	elyazov	elyazov	PROPN
easat-3292	192	7	,	,	PUNCT
easat-3292	192	8	v.	v.	PROPN
easat-3292	192	9	ravlyuk	ravlyuk	PROPN
easat-3292	192	10	,	,	PUNCT
easat-3292	192	11	a.	a.	PROPN
easat-3292	192	12	rybin	rybin	PROPN
easat-3292	192	13	,	,	PUNCT
easat-3292	192	14	and	and	CCONJ
easat-3292	192	15	v.	v.	ADP
easat-3292	192	16	hrebeniuk	hrebeniuk	NOUN
easat-3292	192	17	,	,	PUNCT
easat-3292	192	18	"	"	PUNCT
easat-3292	192	19	determination	determination	NOUN
easat-3292	192	20	of	of	ADP
easat-3292	192	21	parameters	parameter	NOUN
easat-3292	192	22	of	of	ADP
easat-3292	192	23	abnormal	abnormal	ADJ
easat-3292	192	24	wear	wear	NOUN
easat-3292	192	25	of	of	ADP
easat-3292	192	26	brake	brake	NOUN
easat-3292	192	27	pads	pad	NOUN
easat-3292	192	28	of	of	ADP
easat-3292	192	29	freight	freight	NOUN
easat-3292	192	30	cars	car	NOUN
easat-3292	192	31	,	,	PUNCT
easat-3292	192	32	"	"	PUNCT
easat-3292	192	33	e3s	e3s	PROPN
easat-3292	192	34	web	web	NOUN
easat-3292	192	35	of	of	ADP
easat-3292	192	36	conferences	conference	NOUN
easat-3292	192	37	,	,	PUNCT
easat-3292	192	38	vol	vol	NOUN
easat-3292	192	39	.	.	PROPN
easat-3292	192	40	166	166	NUM
easat-3292	192	41	,	,	PUNCT
easat-3292	192	42	no	no	INTJ
easat-3292	192	43	.	.	NOUN
easat-3292	192	44	07004	07004	NUM
easat-3292	192	45	.	.	PUNCT
easat-3292	193	1	2020	2020	NUM
easat-3292	193	2	.	.	PUNCT
easat-3292	194	1	https://doi.org/10.1051/e3sconf/202016607004	https://doi.org/10.1051/e3sconf/202016607004	PROPN
easat-3292	195	1	[	[	X
easat-3292	195	2	5	5	X
easat-3292	195	3	]	]	PUNCT
easat-3292	195	4	s.	s.	PROPN
easat-3292	195	5	panchenko	panchenko	PROPN
easat-3292	195	6	,	,	PUNCT
easat-3292	195	7	j.	j.	PROPN
easat-3292	195	8	gerlici	gerlici	PROPN
easat-3292	195	9	.	.	PROPN
easat-3292	195	10	,	,	PUNCT
easat-3292	195	11	g.	g.	PROPN
easat-3292	195	12	vatulia	vatulia	PROPN
easat-3292	195	13	,	,	PUNCT
easat-3292	195	14	a.	a.	NOUN
easat-3292	195	15	lovska	lovska	PROPN
easat-3292	195	16	,	,	PUNCT
easat-3292	195	17	v.	v.	CCONJ
easat-3292	195	18	ravlyuk	ravlyuk	NOUN
easat-3292	195	19	,	,	PUNCT
easat-3292	195	20	and	and	CCONJ
easat-3292	195	21	a.	a.	NOUN
easat-3292	195	22	rybin	rybin	PROPN
easat-3292	195	23	,	,	PUNCT
easat-3292	195	24	"	"	PUNCT
easat-3292	195	25	method	method	NOUN
easat-3292	195	26	for	for	ADP
easat-3292	195	27	determining	determine	VERB
easat-3292	195	28	the	the	DET
easat-3292	195	29	factor	factor	NOUN
easat-3292	195	30	of	of	ADP
easat-3292	195	31	dual	dual	ADJ
easat-3292	195	32	wedge	wedge	NOUN
easat-3292	195	33	-	-	PUNCT
easat-3292	195	34	shaped	shape	VERB
easat-3292	195	35	wear	wear	NOUN
easat-3292	195	36	of	of	ADP
easat-3292	195	37	composite	composite	ADJ
easat-3292	195	38	brake	brake	NOUN
easat-3292	195	39	pads	pad	NOUN
easat-3292	195	40	for	for	ADP
easat-3292	195	41	freight	freight	NOUN
easat-3292	195	42	wagons	wagon	NOUN
easat-3292	195	43	,	,	PUNCT
easat-3292	195	44	"	"	PUNCT
easat-3292	195	45	communications	communication	NOUN
easat-3292	195	46	.	.	PUNCT
easat-3292	196	1	scientific	scientific	ADJ
easat-3292	196	2	letters	letter	NOUN
easat-3292	196	3	of	of	ADP
easat-3292	196	4	the	the	DET
easat-3292	196	5	university	university	PROPN
easat-3292	196	6	of	of	ADP
easat-3292	196	7	zilina	zilina	PROPN
easat-3292	196	8	,	,	PUNCT
easat-3292	196	9	vol	vol	NOUN
easat-3292	196	10	.	.	PROPN
easat-3292	196	11	26	26	NUM
easat-3292	196	12	,	,	PUNCT
easat-3292	196	13	no	no	INTJ
easat-3292	196	14	.	.	NOUN
easat-3292	196	15	1	1	NUM
easat-3292	196	16	,	,	PUNCT
easat-3292	196	17	pp	pp	ADP
easat-3292	196	18	.	.	PUNCT
easat-3292	197	1	b31	b31	NOUN
easat-3292	197	2	-	-	PUNCT
easat-3292	197	3	b40	b40	NOUN
easat-3292	197	4	,	,	PUNCT
easat-3292	197	5	2023	2023	NUM
easat-3292	197	6	.	.	PUNCT
easat-3292	198	1	https://doi.org/10.26552/com.c.2024.006	https://doi.org/10.26552/com.c.2024.006	NOUN
easat-3292	198	2	[	[	X
easat-3292	198	3	6	6	NUM
easat-3292	198	4	]	]	PUNCT
easat-3292	198	5	s.	s.	PROPN
easat-3292	198	6	panchenko	panchenko	PROPN
easat-3292	198	7	,	,	PUNCT
easat-3292	198	8	j.	j.	PROPN
easat-3292	198	9	gerlici	gerlici	PROPN
easat-3292	198	10	,	,	PUNCT
easat-3292	198	11	g.	g.	PROPN
easat-3292	198	12	vatulia	vatulia	PROPN
easat-3292	198	13	,	,	PUNCT
easat-3292	198	14	a.	a.	NOUN
easat-3292	198	15	lovska	lovska	PROPN
easat-3292	198	16	,	,	PUNCT
easat-3292	198	17	a.	a.	NOUN
easat-3292	198	18	rybin	rybin	PROPN
easat-3292	198	19	,	,	PUNCT
easat-3292	198	20	and	and	CCONJ
easat-3292	198	21	o.	o.	PROPN
easat-3292	198	22	kravchenko	kravchenko	PROPN
easat-3292	198	23	,	,	PUNCT
easat-3292	198	24	"	"	PUNCT
easat-3292	198	25	strength	strength	NOUN
easat-3292	198	26	assessment	assessment	NOUN
easat-3292	198	27	of	of	ADP
easat-3292	198	28	an	an	DET
easat-3292	198	29	improved	improved	ADJ
easat-3292	198	30	design	design	NOUN
easat-3292	198	31	of	of	ADP
easat-3292	198	32	a	a	DET
easat-3292	198	33	tank	tank	NOUN
easat-3292	198	34	container	container	NOUN
easat-3292	198	35	under	under	ADP
easat-3292	198	36	operating	operating	NOUN
easat-3292	198	37	conditions	condition	NOUN
easat-3292	198	38	,	,	PUNCT
easat-3292	198	39	"	"	PUNCT
easat-3292	198	40	communications	communication	NOUN
easat-3292	198	41	scientific	scientific	ADJ
easat-3292	198	42	letters	letter	NOUN
easat-3292	198	43	of	of	ADP
easat-3292	198	44	the	the	DET
easat-3292	198	45	university	university	PROPN
easat-3292	198	46	of	of	ADP
easat-3292	198	47	zilina	zilina	PROPN
easat-3292	198	48	,	,	PUNCT
easat-3292	198	49	vol	vol	NOUN
easat-3292	198	50	.	.	PROPN
easat-3292	198	51	25	25	NUM
easat-3292	199	1	no	no	NOUN
easat-3292	199	2	.	.	NOUN
easat-3292	200	1	3	3	NUM
easat-3292	200	2	,	,	PUNCT
easat-3292	200	3	pp	pp	ADV
easat-3292	200	4	.	.	PUNCT
easat-3292	201	1	b186	b186	PROPN
easat-3292	201	2	-	-	PUNCT
easat-3292	201	3	b193	b193	PROPN
easat-3292	201	4	,	,	PUNCT
easat-3292	201	5	2023	2023	NUM
easat-3292	201	6	.	.	PUNCT
easat-3292	202	1	https://doi.org/10.26552/com.c.2023.047	https://doi.org/10.26552/com.c.2023.047	PROPN
easat-3292	202	2	[	[	X
easat-3292	202	3	7	7	X
easat-3292	202	4	]	]	PUNCT
easat-3292	202	5	systema	systema	PROPN
easat-3292	202	6	upravlinnia	upravlinnia	PROPN
easat-3292	202	7	bezpekoiu	bezpekoiu	PROPN
easat-3292	202	8	rukhu	rukhu	NOUN
easat-3292	202	9	at	at	ADP
easat-3292	202	10	"	"	PUNCT
easat-3292	202	11	ukrzaliznytsia	ukrzaliznytsia	NOUN
easat-3292	202	12	"	"	PUNCT
easat-3292	202	13	:	:	PUNCT
easat-3292	202	14	stp	stp	PROPN
easat-3292	202	15	01.03	01.03	NUM
easat-3292	202	16	003:2023	003:2023	NUM
easat-3292	203	1	[	[	X
easat-3292	203	2	traffic	traffic	NOUN
easat-3292	203	3	safety	safety	NOUN
easat-3292	203	4	management	management	NOUN
easat-3292	203	5	system	system	NOUN
easat-3292	203	6	:	:	PUNCT
easat-3292	203	7	stp	stp	PROPN
easat-3292	203	8	01.03	01.03	NUM
easat-3292	203	9	‒	‒	NOUN
easat-3292	203	10	003:2023	003:2023	NUM
easat-3292	203	11	]	]	PUNCT
easat-3292	203	12	.	.	PUNCT
easat-3292	204	1	2023	2023	NUM
easat-3292	204	2	.	.	PUNCT
easat-3292	205	1	91	91	NUM
easat-3292	206	1	p.	p.	NOUN
easat-3292	207	1	[	[	X
easat-3292	207	2	8	8	X
easat-3292	207	3	]	]	X
easat-3292	207	4	analiz	analiz	NOUN
easat-3292	207	5	stanu	stanu	PROPN
easat-3292	207	6	bezpeky	bezpeky	PROPN
easat-3292	208	1	rukhu	rukhu	PROPN
easat-3292	208	2	poizdiv	poizdiv	VERB
easat-3292	208	3	na	na	PROPN
easat-3292	208	4	zaliznytsiakh	zaliznytsiakh	PROPN
easat-3292	208	5	ukrainy	ukrainy	ADJ
easat-3292	208	6	za	za	PROPN
easat-3292	208	7	2022	2022	NUM
easat-3292	208	8	rik	rik	PROPN
easat-3292	209	1	[	[	X
easat-3292	209	2	analysis	analysis	NOUN
easat-3292	209	3	of	of	ADP
easat-3292	209	4	the	the	DET
easat-3292	209	5	state	state	NOUN
easat-3292	209	6	of	of	ADP
easat-3292	209	7	train	train	NOUN
easat-3292	209	8	traffic	traffic	NOUN
easat-3292	209	9	safety	safety	NOUN
easat-3292	209	10	]	]	PUNCT
easat-3292	209	11	.	.	PUNCT
easat-3292	210	1	retrieved	retrieve	VERB
easat-3292	210	2	from	from	ADP
easat-3292	210	3	https://old.dsbt.gov.ua/sites/default/files/imce/bezpeka_dtp/2023/analiz_avariynosti_2022_1.pdf	https://old.dsbt.gov.ua/sites/default/files/imce/bezpeka_dtp/2023/analiz_avariynosti_2022_1.pdf	NOUN
easat-3292	210	4	[	[	X
easat-3292	210	5	accessed	access	VERB
easat-3292	210	6	2909	2909	NUM
easat-3292	210	7	-	-	SYM
easat-3292	210	8	2024	2024	NUM
easat-3292	210	9	]	]	PUNCT
easat-3292	210	10	.	.	PUNCT
easat-3292	211	1	[	[	X
easat-3292	211	2	9	9	NUM
easat-3292	211	3	]	]	PUNCT
easat-3292	211	4	brake	brake	NOUN
easat-3292	211	5	failures	failure	NOUN
easat-3292	211	6	have	have	AUX
easat-3292	211	7	been	be	AUX
easat-3292	211	8	a	a	DET
easat-3292	211	9	problem	problem	NOUN
easat-3292	211	10	for	for	ADP
easat-3292	211	11	trains	train	NOUN
easat-3292	211	12	‒	‒	NOUN
easat-3292	211	13	since	since	SCONJ
easat-3292	211	14	the	the	DET
easat-3292	211	15	1880	1880	NUM
easat-3292	211	16	s	s	PROPN
easat-3292	211	17	,	,	PUNCT
easat-3292	211	18	bangor	bangor	PROPN
easat-3292	211	19	daily	daily	PROPN
easat-3292	211	20	news	news	PROPN
easat-3292	211	21	,	,	PUNCT
easat-3292	211	22	july	july	PROPN
easat-3292	211	23	11	11	NUM
easat-3292	211	24	,	,	PUNCT
easat-3292	211	25	2013	2013	NUM
easat-3292	211	26	.	.	PUNCT
easat-3292	212	1	retrieved	retrieve	VERB
easat-3292	212	2	from	from	ADP
easat-3292	212	3	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the1880s/	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the1880s/	NOUN
easat-3292	213	1	[	[	X
easat-3292	213	2	accessed	access	VERB
easat-3292	213	3	29	29	NUM
easat-3292	213	4	-	-	SYM
easat-3292	213	5	09	09	NUM
easat-3292	213	6	-	-	PUNCT
easat-3292	213	7	2024	2024	NUM
easat-3292	213	8	]	]	PUNCT
easat-3292	213	9	.	.	PUNCT
easat-3292	214	1	[	[	X
easat-3292	214	2	10	10	NUM
easat-3292	214	3	]	]	X
easat-3292	214	4	o.	o.	NOUN
easat-3292	214	5	fomin	fomin	PROPN
easat-3292	214	6	,	,	PUNCT
easat-3292	214	7	and	and	CCONJ
easat-3292	214	8	d.	d.	PROPN
easat-3292	214	9	turovets	turovets	PROPN
easat-3292	214	10	,	,	PUNCT
easat-3292	214	11	"	"	PUNCT
easat-3292	214	12	vykorystannia	vykorystannia	NOUN
easat-3292	214	13	protyiuznykh	protyiuznykh	PROPN
easat-3292	214	14	prystroiv	prystroiv	PROPN
easat-3292	214	15	z	z	PROPN
easat-3292	214	16	elektropnevmatychnym	elektropnevmatychnym	NOUN
easat-3292	214	17	klapanom	klapanom	PROPN
easat-3292	214	18	ta	ta	PART
easat-3292	214	19	system	system	NOUN
easat-3292	214	20	kontroliu	kontroliu	PROPN
easat-3292	214	21	yikh	yikh	PROPN
easat-3292	214	22	tekhnichnoho	tekhnichnoho	NOUN
easat-3292	214	23	stanu	stanu	VERB
easat-3292	214	24	na	na	PART
easat-3292	214	25	pasazhyrskykh	pasazhyrskykh	VERB
easat-3292	214	26	vahonakh	vahonakh	PROPN
easat-3292	214	27	vnutrishnoho	vnutrishnoho	PROPN
easat-3292	214	28	spoluchennia	spoluchennia	PROPN
easat-3292	214	29	,	,	PUNCT
easat-3292	214	30	"	"	PUNCT
easat-3292	214	31	.	.	PUNCT
easat-3292	215	1	podilskyi	podilskyi	PROPN
easat-3292	215	2	visnyk	visnyk	PROPN
easat-3292	215	3	:	:	PUNCT
easat-3292	215	4	silske	silske	ADJ
easat-3292	215	5	hospodarstvo	hospodarstvo	NOUN
easat-3292	215	6	,	,	PUNCT
easat-3292	215	7	tekhnika	tekhnika	NOUN
easat-3292	215	8	,	,	PUNCT
easat-3292	215	9	ekonomika	ekonomika	NOUN
easat-3292	215	10	,	,	PUNCT
easat-3292	215	11	vol	vol	NOUN
easat-3292	215	12	.	.	PROPN
easat-3292	216	1	1	1	NUM
easat-3292	216	2	,	,	PUNCT
easat-3292	216	3	no	no	INTJ
easat-3292	216	4	.	.	NOUN
easat-3292	216	5	38	38	NUM
easat-3292	216	6	.	.	PUNCT
easat-3292	216	7	2023	2023	NUM
easat-3292	216	8	.	.	PUNCT
easat-3292	217	1	https://journals.pdu.khmelnitskiy.ua/index.php/podilian_bulletin/article/view/149	https://journals.pdu.khmelnitskiy.ua/index.php/podilian_bulletin/article/view/149	PRON
easat-3292	218	1	[	[	X
easat-3292	218	2	11	11	NUM
easat-3292	218	3	]	]	PUNCT
easat-3292	218	4	a.	a.	NOUN
easat-3292	218	5	nasr	nasr	PROPN
easat-3292	218	6	,	,	PUNCT
easat-3292	218	7	and	and	CCONJ
easat-3292	218	8	s.	s.	PROPN
easat-3292	218	9	mohammadi	mohammadi	PROPN
easat-3292	218	10	,	,	PUNCT
easat-3292	218	11	"	"	PUNCT
easat-3292	218	12	the	the	DET
easat-3292	218	13	effects	effect	NOUN
easat-3292	218	14	of	of	ADP
easat-3292	218	15	train	train	NOUN
easat-3292	218	16	brake	brake	NOUN
easat-3292	218	17	delay	delay	VERB
easat-3292	218	18	time	time	NOUN
easat-3292	218	19	on	on	ADP
easat-3292	218	20	in	in	ADP
easat-3292	218	21	-	-	PUNCT
easat-3292	218	22	train	train	NOUN
easat-3292	218	23	forces	force	NOUN
easat-3292	218	24	,	,	PUNCT
easat-3292	218	25	"	"	PUNCT
easat-3292	218	26	the	the	DET
easat-3292	218	27	manuscript	manuscript	NOUN
easat-3292	218	28	was	be	AUX
easat-3292	218	29	received	receive	VERB
easat-3292	218	30	on	on	ADP
easat-3292	218	31	16	16	NUM
easat-3292	218	32	august	august	PROPN
easat-3292	218	33	2009	2009	NUM
easat-3292	218	34	and	and	CCONJ
easat-3292	218	35	was	be	AUX
easat-3292	218	36	accepted	accept	VERB
easat-3292	218	37	after	after	ADP
easat-3292	218	38	revision	revision	NOUN
easat-3292	218	39	for	for	ADP
easat-3292	218	40	publication	publication	NOUN
easat-3292	218	41	on	on	ADP
easat-3292	218	42	30	30	NUM
easat-3292	218	43	march	march	NOUN
easat-3292	218	44	2010	2010	NUM
easat-3292	218	45	.	.	PUNCT
easat-3292	219	1	jrrt306	jrrt306	PROPN
easat-3292	219	2	proc	proc	NOUN
easat-3292	219	3	.	.	PUNCT
easat-3292	220	1	imeche	imeche	PROPN
easat-3292	220	2	vol	vol	NOUN
easat-3292	220	3	.	.	PUNCT
easat-3292	221	1	224	224	NUM
easat-3292	221	2	part	part	NOUN
easat-3292	221	3	f	f	NOUN
easat-3292	221	4	:	:	PUNCT
easat-3292	221	5	j.	j.	PROPN
easat-3292	221	6	rail	rail	PROPN
easat-3292	221	7	and	and	CCONJ
easat-3292	221	8	rapid	rapid	ADJ
easat-3292	221	9	transit	transit	NOUN
easat-3292	221	10	,	,	PUNCT
easat-3292	221	11	vol	vol	NOUN
easat-3292	221	12	.	.	PROPN
easat-3292	221	13	6	6	NUM
easat-3292	221	14	,	,	PUNCT
easat-3292	221	15	pp	pp	ADJ
easat-3292	221	16	.	.	PUNCT
easat-3292	222	1	523	523	NUM
easat-3292	222	2	-	-	SYM
easat-3292	222	3	534	534	NUM
easat-3292	222	4	.	.	NUM
easat-3292	223	1	2009	2009	NUM
easat-3292	223	2	.	.	PUNCT
easat-3292	224	1	https://doi.org/10.1243/09544097jrrt306	https://doi.org/10.1243/09544097jrrt306	NOUN
easat-3292	225	1	[	[	X
easat-3292	225	2	12	12	NUM
easat-3292	225	3	]	]	PUNCT
easat-3292	225	4	sebeşan	sebeşan	NOUN
easat-3292	225	5	,	,	PUNCT
easat-3292	225	6	c.	c.	PROPN
easat-3292	225	7	crăciun	crăciun	PROPN
easat-3292	225	8	,	,	PUNCT
easat-3292	225	9	and	and	CCONJ
easat-3292	225	10	a.	a.	NOUN
easat-3292	225	11	maria	maria	PROPN
easat-3292	225	12	,	,	PUNCT
easat-3292	225	13	"	"	PUNCT
easat-3292	225	14	the	the	DET
easat-3292	225	15	use	use	NOUN
easat-3292	225	16	of	of	ADP
easat-3292	225	17	ringfeder	ringfeder	NOUN
easat-3292	225	18	characteristics	characteristic	NOUN
easat-3292	225	19	for	for	ADP
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easat-3292	225	21	of	of	ADP
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easat-3292	225	23	dynamic	dynamic	ADJ
easat-3292	225	24	forces	force	NOUN
easat-3292	225	25	in	in	ADP
easat-3292	225	26	train	train	NOUN
easat-3292	225	27	,	,	PUNCT
easat-3292	225	28	"	"	PUNCT
easat-3292	225	29	u.p.b	u.p.b	NOUN
easat-3292	225	30	.	.	PUNCT
easat-3292	226	1	sci	sci	PROPN
easat-3292	226	2	.	.	PUNCT
easat-3292	226	3	bull	bull	PROPN
easat-3292	226	4	.	.	PUNCT
easat-3292	226	5	,	,	PUNCT
easat-3292	226	6	series	series	PROPN
easat-3292	226	7	d	d	PROPN
easat-3292	226	8	,	,	PUNCT
easat-3292	226	9	vol	vol	NOUN
easat-3292	226	10	.	.	PROPN
easat-3292	227	1	76	76	NUM
easat-3292	227	2	,	,	PUNCT
easat-3292	227	3	vol	vol	NOUN
easat-3292	227	4	.	.	NOUN
easat-3292	227	5	2	2	NUM
easat-3292	227	6	,	,	PUNCT
easat-3292	227	7	pp	pp	ADJ
easat-3292	227	8	.	.	PUNCT
easat-3292	228	1	77	77	NUM
easat-3292	228	2	-	-	SYM
easat-3292	228	3	88	88	NUM
easat-3292	228	4	.	.	PUNCT
easat-3292	229	1	2014	2014	NUM
easat-3292	229	2	.	.	PUNCT
easat-3292	230	1	[	[	X
easat-3292	230	2	13	13	NUM
easat-3292	230	3	]	]	X
easat-3292	230	4	b.w	b.w	PROPN
easat-3292	230	5	.	.	PROPN
easat-3292	230	6	schlake	schlake	PROPN
easat-3292	230	7	,	,	PUNCT
easat-3292	230	8	s.	s.	PROPN
easat-3292	230	9	todorovic	todorovic	PROPN
easat-3292	230	10	,	,	PUNCT
easat-3292	230	11	j.	j.	PROPN
easat-3292	230	12	r.	r.	PROPN
easat-3292	230	13	edwards	edwards	PROPN
easat-3292	230	14	,	,	PUNCT
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easat-3292	230	16	m.	m.	PROPN
easat-3292	230	17	hart	hart	PROPN
easat-3292	230	18	,	,	PUNCT
easat-3292	230	19	n.	n.	PROPN
easat-3292	230	20	ahuja	ahuja	PROPN
easat-3292	230	21	,	,	PUNCT
easat-3292	230	22	and	and	CCONJ
easat-3292	230	23	c.	c.	PROPN
easat-3292	230	24	p.	p.	PROPN
easat-3292	230	25	l.	l.	PROPN
easat-3292	230	26	barkan	barkan	PROPN
easat-3292	230	27	,	,	PUNCT
easat-3292	230	28	"	"	PUNCT
easat-3292	230	29	machine	machine	NOUN
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easat-3292	230	31	condition	condition	NOUN
easat-3292	230	32	monitoring	monitoring	NOUN
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easat-3292	230	35	-	-	PUNCT
easat-3292	230	36	axle	axle	NOUN
easat-3292	230	37	load	load	NOUN
easat-3292	230	38	railcar	railcar	PROPN
easat-3292	230	39	structural	structural	ADJ
easat-3292	230	40	underframe	underframe	PROPN
easat-3292	230	41	components	component	NOUN
easat-3292	230	42	,	,	PUNCT
easat-3292	230	43	"	"	PUNCT
easat-3292	230	44	jrrt376	jrrt376	PROPN
easat-3292	230	45	,	,	PUNCT
easat-3292	230	46	proc	proc	PROPN
easat-3292	230	47	.	.	PUNCT
easat-3292	231	1	imeche	imeche	PROPN
easat-3292	231	2	,	,	PUNCT
easat-3292	231	3	vol	vol	NOUN
easat-3292	231	4	.	.	PROPN
easat-3292	231	5	224	224	NUM
easat-3292	231	6	,	,	PUNCT
easat-3292	231	7	issue	issue	NOUN
easat-3292	231	8	5	5	NUM
easat-3292	231	9	,	,	PUNCT
easat-3292	231	10	part	part	NOUN
easat-3292	231	11	f	f	NOUN
easat-3292	231	12	:	:	PUNCT
easat-3292	231	13	j.	j.	PROPN
easat-3292	231	14	rail	rail	PROPN
easat-3292	231	15	and	and	CCONJ
easat-3292	231	16	rapid	rapid	ADJ
easat-3292	231	17	transit	transit	NOUN
easat-3292	231	18	.	.	PUNCT
easat-3292	232	1	pp	pp	ADV
easat-3292	232	2	.	.	PUNCT
easat-3292	233	1	499	499	NUM
easat-3292	233	2	-	-	SYM
easat-3292	233	3	511	511	NUM
easat-3292	233	4	,	,	PUNCT
easat-3292	233	5	2010	2010	NUM
easat-3292	233	6	.	.	PUNCT
easat-3292	234	1	https://doi.org/10.1243/09544097jrrt376	https://doi.org/10.1243/09544097jrrt376	PROPN
easat-3292	235	1	[	[	X
easat-3292	235	2	14	14	NUM
easat-3292	235	3	]	]	X
easat-3292	235	4	q.	q.	PROPN
easat-3292	235	5	wu	wu	PROPN
easat-3292	235	6	,	,	PUNCT
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easat-3292	235	8	cole	cole	PROPN
easat-3292	235	9	,	,	PUNCT
easat-3292	235	10	m.	m.	NOUN
easat-3292	235	11	spiryagin	spiryagin	NOUN
easat-3292	235	12	,	,	PUNCT
easat-3292	235	13	et	et	PROPN
easat-3292	235	14	al	al	PROPN
easat-3292	235	15	.	.	PUNCT
easat-3292	236	1	"	"	PUNCT
easat-3292	236	2	freight	freight	NOUN
easat-3292	236	3	train	train	NOUN
easat-3292	236	4	air	air	NOUN
easat-3292	236	5	brake	brake	NOUN
easat-3292	236	6	models	model	NOUN
easat-3292	236	7	,	,	PUNCT
easat-3292	236	8	"	"	PUNCT
easat-3292	236	9	int	int	NOUN
easat-3292	236	10	j	j	PROPN
easat-3292	236	11	rail	rail	NOUN
easat-3292	236	12	transp	transp	PROPN
easat-3292	236	13	,	,	PUNCT
easat-3292	236	14	vol	vol	NOUN
easat-3292	236	15	.	.	PROPN
easat-3292	236	16	11	11	NUM
easat-3292	236	17	,	,	PUNCT
easat-3292	236	18	pp	pp	PROPN
easat-3292	236	19	.	.	PUNCT
easat-3292	237	1	1–49	1–49	PROPN
easat-3292	237	2	,	,	PUNCT
easat-3292	237	3	2023	2023	NUM
easat-3292	237	4	.	.	PUNCT
easat-3292	237	5	https://doi.org/10.1080/23248378.2021.2006808	https://doi.org/10.1080/23248378.2021.2006808	X
easat-3292	238	1	[	[	X
easat-3292	238	2	15	15	NUM
easat-3292	238	3	]	]	X
easat-3292	238	4	qing	qing	NOUN
easat-3292	238	5	wu	wu	PROPN
easat-3292	238	6	,	,	PUNCT
easat-3292	238	7	m.	m.	NOUN
easat-3292	238	8	spiryagin	spiryagin	NOUN
easat-3292	238	9	,	,	PUNCT
easat-3292	238	10	and	and	CCONJ
easat-3292	238	11	c.	c.	PROPN
easat-3292	238	12	cole	cole	PROPN
easat-3292	238	13	"	"	PUNCT
easat-3292	238	14	longitudinal	longitudinal	ADJ
easat-3292	238	15	train	train	NOUN
easat-3292	238	16	dynamics	dynamic	NOUN
easat-3292	238	17	:	:	PUNCT
easat-3292	238	18	an	an	DET
easat-3292	238	19	overview	overview	NOUN
easat-3292	238	20	,	,	PUNCT
easat-3292	238	21	vehicle	vehicle	NOUN
easat-3292	238	22	system	system	NOUN
easat-3292	238	23	dynamics	dynamic	NOUN
easat-3292	238	24	,	,	PUNCT
easat-3292	238	25	"	"	PUNCT
easat-3292	238	26	international	international	ADJ
easat-3292	238	27	journal	journal	NOUN
easat-3292	238	28	of	of	ADP
easat-3292	238	29	vehicle	vehicle	NOUN
easat-3292	238	30	mechanics	mechanic	NOUN
easat-3292	238	31	and	and	CCONJ
easat-3292	238	32	mobility	mobility	NOUN
easat-3292	238	33	,	,	PUNCT
easat-3292	238	34	vol	vol	NOUN
easat-3292	238	35	.	.	PROPN
easat-3292	238	36	54	54	NUM
easat-3292	238	37	,	,	PUNCT
easat-3292	238	38	2016	2016	NUM
easat-3292	238	39	.	.	PUNCT
easat-3292	238	40	https://doi.org/10.1080/00423114.2016.1228988	https://doi.org/10.1080/00423114.2016.1228988	PUNCT
easat-3292	239	1	[	[	X
easat-3292	239	2	16	16	NUM
easat-3292	239	3	]	]	X
easat-3292	239	4	v.	v.	CCONJ
easat-3292	239	5	kovalchuk	kovalchuk	PROPN
easat-3292	239	6	,	,	PUNCT
easat-3292	239	7	a.	a.	PROPN
easat-3292	239	8	androsenko	androsenko	PROPN
easat-3292	239	9	,	,	PUNCT
easat-3292	239	10	o.	o.	PROPN
easat-3292	239	11	derevyanchuk	derevyanchuk	PROPN
easat-3292	239	12	,	,	PUNCT
easat-3292	239	13	n.	n.	PROPN
easat-3292	239	14	volkova	volkova	PROPN
easat-3292	239	15	,	,	PUNCT
easat-3292	239	16	and	and	CCONJ
easat-3292	239	17	y.	y.	PROPN
easat-3292	239	18	piven	piven	PROPN
easat-3292	239	19	,	,	PUNCT
easat-3292	239	20	"	"	PUNCT
easat-3292	239	21	development	development	NOUN
easat-3292	239	22	of	of	ADP
easat-3292	239	23	pedagogical	pedagogical	ADJ
easat-3292	239	24	skills	skill	NOUN
easat-3292	239	25	of	of	ADP
easat-3292	239	26	students	student	NOUN
easat-3292	239	27	of	of	ADP
easat-3292	239	28	technology	technology	NOUN
easat-3292	239	29	and	and	CCONJ
easat-3292	239	30	pedagogical	pedagogical	ADJ
easat-3292	239	31	specialties	specialty	NOUN
easat-3292	239	32	using	use	VERB
easat-3292	239	33	stem	stem	NOUN
easat-3292	239	34	technologies,"edelweiss	technologies,"edelweiss	PROPN
easat-3292	239	35	applied	apply	VERB
easat-3292	239	36	science	science	NOUN
easat-3292	239	37	and	and	CCONJ
easat-3292	239	38	technology	technology	NOUN
easat-3292	239	39	,	,	PUNCT
easat-3292	239	40	vol	vol	NOUN
easat-3292	239	41	.	.	PROPN
easat-3292	239	42	8	8	NUM
easat-3292	239	43	,	,	PUNCT
easat-3292	239	44	no	no	INTJ
easat-3292	239	45	.	.	NOUN
easat-3292	239	46	4	4	NUM
easat-3292	239	47	,	,	PUNCT
easat-3292	239	48	pp	pp	ADJ
easat-3292	239	49	.	.	PUNCT
easat-3292	240	1	498	498	NUM
easat-3292	240	2	-	-	SYM
easat-3292	240	3	506	506	NUM
easat-3292	240	4	,	,	PUNCT
easat-3292	240	5	2024	2024	NUM
easat-3292	240	6	.	.	PUNCT
easat-3292	241	1	https://doi.org/10.55214/25768484.v8i4.1125	https://doi.org/10.55214/25768484.v8i4.1125	X
easat-3292	242	1	[	[	X
easat-3292	242	2	17	17	NUM
easat-3292	242	3	]	]	X
easat-3292	242	4	o.	o.	PROPN
easat-3292	242	5	v.	v.	PROPN
easat-3292	242	6	derevyanchuk	derevyanchuk	PROPN
easat-3292	242	7	,	,	PUNCT
easat-3292	242	8	v.	v.	PROPN
easat-3292	242	9	i.	i.	PROPN
easat-3292	242	10	kovalchuk	kovalchuk	PROPN
easat-3292	242	11	,	,	PUNCT
easat-3292	242	12	v.	v.	PROPN
easat-3292	242	13	m.	m.	PROPN
easat-3292	242	14	kramar	kramar	PROPN
easat-3292	242	15	,	,	PUNCT
easat-3292	242	16	h.	h.	PROPN
easat-3292	242	17	o.	o.	PROPN
easat-3292	242	18	kravchenko	kravchenko	PROPN
easat-3292	242	19	,	,	PUNCT
easat-3292	242	20	d.	d.	PROPN
easat-3292	242	21	v.	v.	PROPN
easat-3292	242	22	kondryuk	kondryuk	PROPN
easat-3292	242	23	,	,	PUNCT
easat-3292	242	24	а	а	PROPN
easat-3292	242	25	.	.	PUNCT
easat-3292	243	1	v.	v.	PROPN
easat-3292	243	2	kovalchuk	kovalchuk	PROPN
easat-3292	243	3	,	,	PUNCT
easat-3292	243	4	and	and	CCONJ
easat-3292	243	5	b.	b.	PROPN
easat-3292	243	6	v.	v.	PROPN
easat-3292	243	7	onufriichuk	onufriichuk	PROPN
easat-3292	243	8	,	,	PUNCT
easat-3292	243	9	"	"	PUNCT
easat-3292	243	10	implementation	implementation	NOUN
easat-3292	243	11	of	of	ADP
easat-3292	243	12	stem	stem	NOUN
easat-3292	243	13	education	education	NOUN
easat-3292	243	14	in	in	ADP
easat-3292	243	15	the	the	DET
easat-3292	243	16	process	process	NOUN
easat-3292	243	17	of	of	ADP
easat-3292	243	18	training	training	NOUN
easat-3292	243	19	of	of	ADP
easat-3292	243	20	future	future	ADJ
easat-3292	243	21	specialists	specialist	NOUN
easat-3292	243	22	of	of	ADP
easat-3292	243	23	engineering	engineering	NOUN
easat-3292	243	24	and	and	CCONJ
easat-3292	243	25	pedagogical	pedagogical	ADJ
easat-3292	243	26	specialties	specialty	NOUN
easat-3292	243	27	,	,	PUNCT
easat-3292	243	28	"	"	PUNCT
easat-3292	243	29	proceedings	proceeding	NOUN
easat-3292	243	30	of	of	ADP
easat-3292	243	31	spie	spie	ADJ
easat-3292	243	32	,	,	PUNCT
easat-3292	243	33	vol	vol	NOUN
easat-3292	243	34	.	.	PROPN
easat-3292	243	35	12938	12938	NUM
easat-3292	243	36	,	,	PUNCT
easat-3292	243	37	pp	pp	ADJ
easat-3292	243	38	.	.	PUNCT
easat-3292	244	1	214	214	NUM
easat-3292	244	2	-	-	SYM
easat-3292	244	3	217	217	NUM
easat-3292	244	4	,	,	PUNCT
easat-3292	244	5	2024	2024	NUM
easat-3292	244	6	.	.	PUNCT
easat-3292	245	1	https://doi.org/10.1117/12.3012996	https://doi.org/10.1117/12.3012996	X
easat-3292	246	1	[	[	X
easat-3292	246	2	18	18	NUM
easat-3292	246	3	]	]	PUNCT
easat-3292	246	4	serhiy	serhiy	NOUN
easat-3292	246	5	balovsyak	balovsyak	NOUN
easat-3292	246	6	,	,	PUNCT
easat-3292	246	7	oleksandr	oleksandr	PROPN
easat-3292	246	8	derevyanchuk	derevyanchuk	PROPN
easat-3292	246	9	,	,	PUNCT
easat-3292	246	10	vasyl	vasyl	NOUN
easat-3292	246	11	kovalchuk	kovalchuk	PROPN
easat-3292	246	12	,	,	PUNCT
easat-3292	246	13	hanna	hanna	PROPN
easat-3292	246	14	kravchenko	kravchenko	PROPN
easat-3292	246	15	,	,	PUNCT
easat-3292	246	16	and	and	CCONJ
easat-3292	246	17	maryna	maryna	NOUN
easat-3292	246	18	kozhokar	kozhokar	NOUN
easat-3292	246	19	,	,	PUNCT
easat-3292	246	20	"	"	PUNCT
easat-3292	246	21	face	face	NOUN
easat-3292	246	22	mask	mask	NOUN
easat-3292	246	23	recognition	recognition	NOUN
easat-3292	246	24	by	by	ADP
easat-3292	246	25	the	the	DET
easat-3292	246	26	viola	viola	PROPN
easat-3292	246	27	-	-	PUNCT
easat-3292	246	28	jones	jones	PROPN
easat-3292	246	29	method	method	NOUN
easat-3292	246	30	using	use	VERB
easat-3292	246	31	fuzzy	fuzzy	ADJ
easat-3292	246	32	logic	logic	NOUN
easat-3292	246	33	,	,	PUNCT
easat-3292	246	34	"	"	PUNCT
easat-3292	246	35	international	international	ADJ
easat-3292	246	36	journal	journal	NOUN
easat-3292	246	37	of	of	ADP
easat-3292	246	38	image	image	NOUN
easat-3292	246	39	,	,	PUNCT
easat-3292	246	40	graphics	graphic	NOUN
easat-3292	246	41	and	and	CCONJ
easat-3292	246	42	signal	signal	NOUN
easat-3292	246	43	processing	processing	NOUN
easat-3292	246	44	(	(	PUNCT
easat-3292	246	45	ijigsp	ijigsp	PROPN
easat-3292	246	46	)	)	PUNCT
easat-3292	246	47	,	,	PUNCT
easat-3292	246	48	vol	vol	NOUN
easat-3292	246	49	.	.	PROPN
easat-3292	246	50	16	16	NUM
easat-3292	246	51	,	,	PUNCT
easat-3292	246	52	no	no	INTJ
easat-3292	246	53	.	.	NOUN
easat-3292	246	54	3	3	NUM
easat-3292	246	55	,	,	PUNCT
easat-3292	246	56	pp	pp	ADJ
easat-3292	246	57	.	.	PUNCT
easat-3292	247	1	39	39	NUM
easat-3292	247	2	-	-	SYM
easat-3292	247	3	51	51	NUM
easat-3292	247	4	,	,	PUNCT
easat-3292	247	5	2024	2024	NUM
easat-3292	247	6	.	.	PUNCT
easat-3292	248	1	https://doi.org/10.5815/ijigsp.2024.03.04	https://doi.org/10.5815/ijigsp.2024.03.04	PROPN
easat-3292	248	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3292	248	3	https://doi.org/10.15587/1729-4061.2015.43749	https://doi.org/10.15587/1729-4061.2015.43749	PROPN
easat-3292	249	1	https://doi.org/10.15587/1729-4061.2015.43749	https://doi.org/10.15587/1729-4061.2015.43749	VERB
easat-3292	250	1	https://doi.org/10.21062/ujep/x.2016/a/1213-2489/mt/16/4/667	https://doi.org/10.21062/ujep/x.2016/a/1213-2489/mt/16/4/667	NOUN
easat-3292	251	1	https://doi.org/10.3390/app13158605	https://doi.org/10.3390/app13158605	X
easat-3292	251	2	https://doi.org/10.1051/e3sconf/202016607004	https://doi.org/10.1051/e3sconf/202016607004	PROPN
easat-3292	251	3	https://doi.org/10.26552/com.c.2024.006	https://doi.org/10.26552/com.c.2024.006	PROPN
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easat-3292	251	5	https://old.dsbt.gov.ua/sites/default/files/imce/bezpeka_dtp/2023/analiz_avariynosti_2022_1.pdf	https://old.dsbt.gov.ua/sites/default/files/imce/bezpeka_dtp/2023/analiz_avariynosti_2022_1.pdf	NOUN
easat-3292	251	6	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the-1880s/	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the-1880s/	NOUN
easat-3292	251	7	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the-1880s/	https://www.bangordailynews.com/2013/07/11/news/brake-failures-have-been-a-problem-for-trains-since-the-1880s/	PROPN
easat-3292	251	8	https://journals.pdu.khmelnitskiy.ua/index.php/podilian_bulletin/article/view/149	https://journals.pdu.khmelnitskiy.ua/index.php/podilian_bulletin/article/view/149	PROPN
easat-3292	251	9	https://doi.org/10.1243/09544097jrrt306	https://doi.org/10.1243/09544097jrrt306	NOUN
easat-3292	251	10	https://doi.org/10.1243/09544097jrrt376	https://doi.org/10.1243/09544097jrrt376	NOUN
easat-3292	251	11	https://doi.org/10.1080/23248378.2021.2006808	https://doi.org/10.1080/23248378.2021.2006808	NOUN
easat-3292	252	1	https://doi.org/10.1080/00423114.2016.1228988	https://doi.org/10.1080/00423114.2016.1228988	PROPN
easat-3292	252	2	https://doi.org/10.55214/25768484.v8i4.1125	https://doi.org/10.55214/25768484.v8i4.1125	PROPN
easat-3292	253	1	https://doi.org/10.1117/12.3012996	https://doi.org/10.1117/12.3012996	PROPN
easat-3292	253	2	https://doi.org/10.5815/ijigsp.2024.03.04	https://doi.org/10.5815/ijigsp.2024.03.04	X
easat-3292	253	3	5969	5969	NUM
easat-3292	253	4	edelweiss	edelweiss	PROPN
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easat-3292	253	6	science	science	NOUN
easat-3292	253	7	and	and	CCONJ
easat-3292	253	8	technology	technology	NOUN
easat-3292	253	9	issn	issn	PROPN
easat-3292	253	10	:	:	PUNCT
easat-3292	253	11	2576	2576	NUM
easat-3292	253	12	-	-	SYM
easat-3292	253	13	8484	8484	NUM
easat-3292	253	14	vol	vol	NOUN
easat-3292	253	15	.	.	PROPN
easat-3292	253	16	8	8	NUM
easat-3292	253	17	,	,	PUNCT
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easat-3292	253	19	.	.	NOUN
easat-3292	254	1	6	6	NUM
easat-3292	254	2	:	:	SYM
easat-3292	254	3	5957	5957	NUM
easat-3292	254	4	-	-	SYM
easat-3292	254	5	5970	5970	NUM
easat-3292	254	6	,	,	PUNCT
easat-3292	254	7	2024	2024	NUM
easat-3292	254	8	doi	doi	NOUN
easat-3292	254	9	:	:	PUNCT
easat-3292	254	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	254	11	©	©	ADP
easat-3292	254	12	2024	2024	NUM
easat-3292	254	13	by	by	ADP
easat-3292	254	14	the	the	DET
easat-3292	254	15	authors	author	NOUN
easat-3292	254	16	;	;	PUNCT
easat-3292	254	17	licensee	licensee	PROPN
easat-3292	254	18	learning	learning	NOUN
easat-3292	254	19	gate	gate	NOUN
easat-3292	254	20	[	[	X
easat-3292	254	21	19	19	NUM
easat-3292	254	22	]	]	X
easat-3292	254	23	n.	n.	NOUN
easat-3292	254	24	ridei	ridei	PROPN
easat-3292	254	25	,	,	PUNCT
easat-3292	254	26	d.	d.	PROPN
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easat-3292	254	28	,	,	PUNCT
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easat-3292	254	30	plakhotnik	plakhotnik	PROPN
easat-3292	254	31	,	,	PUNCT
easat-3292	254	32	t.	t.	PROPN
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easat-3292	254	34	,	,	PUNCT
easat-3292	254	35	and	and	CCONJ
easat-3292	254	36	a.	a.	NOUN
easat-3292	254	37	popova	popova	PROPN
easat-3292	254	38	,	,	PUNCT
easat-3292	254	39	"	"	PUNCT
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easat-3292	254	41	of	of	ADP
easat-3292	254	42	forming	form	VERB
easat-3292	254	43	the	the	DET
easat-3292	254	44	company	company	NOUN
easat-3292	254	45	innovation	innovation	NOUN
easat-3292	254	46	strategy	strategy	NOUN
easat-3292	254	47	.	.	PUNCT
easat-3292	255	1	academy	academy	NOUN
easat-3292	255	2	of	of	ADP
easat-3292	255	3	strategic	strategic	ADJ
easat-3292	255	4	management	management	NOUN
easat-3292	255	5	journal	journal	NOUN
easat-3292	255	6	,	,	PUNCT
easat-3292	255	7	"	"	PUNCT
easat-3292	255	8	vol	vol	NOUN
easat-3292	255	9	.	.	PROPN
easat-3292	255	10	18	18	NUM
easat-3292	255	11	(	(	PUNCT
easat-3292	255	12	special	special	ADJ
easat-3292	255	13	issue	issue	NOUN
easat-3292	255	14	1	1	NUM
easat-3292	255	15	)	)	PUNCT
easat-3292	255	16	,	,	PUNCT
easat-3292	255	17	рр	рр	X
easat-3292	255	18	.	.	PROPN
easat-3292	255	19	1	1	NUM
easat-3292	255	20	-	-	SYM
easat-3292	255	21	6	6	NUM
easat-3292	255	22	,	,	PUNCT
easat-3292	255	23	2019	2019	NUM
easat-3292	255	24	.	.	PUNCT
easat-3292	256	1	[	[	X
easat-3292	256	2	20	20	NUM
easat-3292	256	3	]	]	X
easat-3292	256	4	n.	n.	NOUN
easat-3292	256	5	m.	m.	NOUN
easat-3292	256	6	ridei	ridei	PROPN
easat-3292	256	7	,	,	PUNCT
easat-3292	256	8	n.	n.	PROPN
easat-3292	256	9	m.	m.	NOUN
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easat-3292	256	11	,	,	PUNCT
easat-3292	256	12	v.	v.	PROPN
easat-3292	256	13	i.	i.	PROPN
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easat-3292	256	15	,	,	PUNCT
easat-3292	256	16	v.	v.	CCONJ
easat-3292	256	17	v.	v.	CCONJ
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easat-3292	256	19	,	,	PUNCT
easat-3292	256	20	and	and	CCONJ
easat-3292	256	21	n.	n.	PROPN
easat-3292	256	22	v.	v.	PROPN
easat-3292	256	23	bibik	bibik	PROPN
easat-3292	256	24	,	,	PUNCT
easat-3292	256	25	"	"	PUNCT
easat-3292	256	26	improvement	improvement	NOUN
easat-3292	256	27	of	of	ADP
easat-3292	256	28	methodological	methodological	ADJ
easat-3292	256	29	approaches	approach	NOUN
easat-3292	256	30	to	to	ADP
easat-3292	256	31	determining	determine	VERB
easat-3292	256	32	directions	direction	NOUN
easat-3292	256	33	of	of	ADP
easat-3292	256	34	financial	financial	ADJ
easat-3292	256	35	security	security	NOUN
easat-3292	256	36	of	of	ADP
easat-3292	256	37	ukraine	ukraine	NOUN
easat-3292	256	38	.	.	PUNCT
easat-3292	257	1	universal	universal	ADJ
easat-3292	257	2	journal	journal	PROPN
easat-3292	257	3	of	of	ADP
easat-3292	257	4	accounting	accounting	NOUN
easat-3292	257	5	and	and	CCONJ
easat-3292	257	6	finance	finance	NOUN
easat-3292	257	7	,	,	PUNCT
easat-3292	257	8	"	"	PUNCT
easat-3292	257	9	vol	vol	NOUN
easat-3292	257	10	.	.	NOUN
easat-3292	258	1	9	9	NUM
easat-3292	258	2	,	,	PUNCT
easat-3292	258	3	no	no	INTJ
easat-3292	258	4	.	.	NOUN
easat-3292	258	5	4	4	NUM
easat-3292	258	6	,	,	PUNCT
easat-3292	258	7	pp	pp	ADJ
easat-3292	258	8	.	.	PUNCT
easat-3292	259	1	613–622	613–622	NUM
easat-3292	259	2	.	.	NOUN
easat-3292	259	3	2021	2021	NUM
easat-3292	259	4	.	.	PUNCT
easat-3292	260	1	https://doi.org/10.13189/ujaf.2021.090409	https://doi.org/10.13189/ujaf.2021.090409	PROPN
easat-3292	260	2	[	[	X
easat-3292	260	3	21	21	NUM
easat-3292	260	4	]	]	X
easat-3292	260	5	n.	n.	NOUN
easat-3292	260	6	ridei	ridei	PROPN
easat-3292	260	7	,	,	PUNCT
easat-3292	260	8	n.	n.	NOUN
easat-3292	260	9	tytova	tytova	PROPN
easat-3292	260	10	,	,	PUNCT
easat-3292	260	11	v.	v.	ADP
easat-3292	260	12	khodunovа	khodunovа	PROPN
easat-3292	260	13	,	,	PUNCT
easat-3292	260	14	t.	t.	PROPN
easat-3292	260	15	sydorenko	sydorenko	PROPN
easat-3292	260	16	,	,	PUNCT
easat-3292	260	17	and	and	CCONJ
easat-3292	260	18	g.	g.	PROPN
easat-3292	260	19	voronova	voronova	PROPN
easat-3292	260	20	,	,	PUNCT
easat-3292	260	21	"	"	PUNCT
easat-3292	260	22	communication	communication	NOUN
easat-3292	260	23	strategies	strategy	NOUN
easat-3292	260	24	in	in	ADP
easat-3292	260	25	the	the	DET
easat-3292	260	26	management	management	NOUN
easat-3292	260	27	of	of	ADP
easat-3292	260	28	socio	socio	NOUN
easat-3292	260	29	-	-	PUNCT
easat-3292	260	30	cultural	cultural	ADJ
easat-3292	260	31	activities	activity	NOUN
easat-3292	260	32	:	:	PUNCT
easat-3292	260	33	analysis	analysis	NOUN
easat-3292	260	34	and	and	CCONJ
easat-3292	260	35	optimization	optimization	NOUN
easat-3292	260	36	of	of	ADP
easat-3292	260	37	the	the	DET
easat-3292	260	38	impact	impact	NOUN
easat-3292	260	39	of	of	ADP
easat-3292	260	40	globalization	globalization	NOUN
easat-3292	260	41	on	on	ADP
easat-3292	260	42	regional	regional	ADJ
easat-3292	260	43	development	development	NOUN
easat-3292	260	44	in	in	ADP
easat-3292	260	45	ukraine	ukraine	NOUN
easat-3292	260	46	,	,	PUNCT
easat-3292	260	47	"	"	PUNCT
easat-3292	260	48	financial	financial	ADJ
easat-3292	260	49	and	and	CCONJ
easat-3292	260	50	credit	credit	NOUN
easat-3292	260	51	activity	activity	NOUN
easat-3292	260	52	:	:	PUNCT
easat-3292	260	53	problems	problem	NOUN
easat-3292	260	54	of	of	ADP
easat-3292	260	55	theory	theory	NOUN
easat-3292	260	56	and	and	CCONJ
easat-3292	260	57	practice	practice	NOUN
easat-3292	260	58	,	,	PUNCT
easat-3292	260	59	vol	vol	NOUN
easat-3292	260	60	.	.	PROPN
easat-3292	260	61	1	1	NUM
easat-3292	260	62	,	,	PUNCT
easat-3292	260	63	no	no	INTJ
easat-3292	260	64	.	.	NOUN
easat-3292	260	65	54	54	NUM
easat-3292	260	66	,	,	PUNCT
easat-3292	260	67	pp	pp	ADJ
easat-3292	260	68	.	.	PUNCT
easat-3292	261	1	509	509	NUM
easat-3292	261	2	-	-	SYM
easat-3292	261	3	524	524	NUM
easat-3292	261	4	,	,	PUNCT
easat-3292	261	5	2024	2024	NUM
easat-3292	261	6	.	.	PUNCT
easat-3292	262	1	[	[	X
easat-3292	262	2	22	22	NUM
easat-3292	262	3	]	]	X
easat-3292	262	4	n.	n.	NOUN
easat-3292	262	5	tytova	tytova	PROPN
easat-3292	262	6	,	,	PUNCT
easat-3292	262	7	v.	v.	PROPN
easat-3292	262	8	bogoliubov	bogoliubov	PROPN
easat-3292	262	9	,	,	PUNCT
easat-3292	262	10	v.	v.	ADP
easat-3292	262	11	yefymenko	yefymenko	PROPN
easat-3292	262	12	,	,	PUNCT
easat-3292	262	13	l.	l.	PROPN
easat-3292	262	14	makarenko	makarenko	PROPN
easat-3292	262	15	,	,	PUNCT
easat-3292	262	16	l.	l.	PROPN
easat-3292	262	17	mova	mova	PROPN
easat-3292	262	18	,	,	PUNCT
easat-3292	262	19	and	and	CCONJ
easat-3292	262	20	n.	n.	PROPN
easat-3292	262	21	kalientsova	kalientsova	PROPN
easat-3292	262	22	,	,	PUNCT
easat-3292	262	23	"	"	PUNCT
easat-3292	262	24	axiological	axiological	ADJ
easat-3292	262	25	concept	concept	NOUN
easat-3292	262	26	of	of	ADP
easat-3292	262	27	informatization	informatization	NOUN
easat-3292	262	28	of	of	ADP
easat-3292	262	29	education	education	NOUN
easat-3292	262	30	in	in	ADP
easat-3292	262	31	the	the	DET
easat-3292	262	32	age	age	NOUN
easat-3292	262	33	of	of	ADP
easat-3292	262	34	globalization	globalization	NOUN
easat-3292	262	35	challenges	challenge	NOUN
easat-3292	262	36	,	,	PUNCT
easat-3292	262	37	"	"	PUNCT
easat-3292	262	38	journal	journal	NOUN
easat-3292	262	39	of	of	ADP
easat-3292	262	40	management	management	NOUN
easat-3292	262	41	information	information	NOUN
easat-3292	262	42	and	and	CCONJ
easat-3292	262	43	decision	decision	NOUN
easat-3292	262	44	sciences	science	NOUN
easat-3292	262	45	,	,	PUNCT
easat-3292	262	46	vol	vol	NOUN
easat-3292	262	47	.	.	PROPN
easat-3292	262	48	24	24	NUM
easat-3292	262	49	,	,	PUNCT
easat-3292	262	50	no	no	INTJ
easat-3292	262	51	.	.	NOUN
easat-3292	262	52	2	2	NUM
easat-3292	262	53	,	,	PUNCT
easat-3292	262	54	pp	pp	ADJ
easat-3292	262	55	.	.	PUNCT
easat-3292	263	1	1	1	NUM
easat-3292	263	2	-	-	SYM
easat-3292	263	3	9	9	NUM
easat-3292	263	4	,	,	PUNCT
easat-3292	263	5	2021	2021	NUM
easat-3292	263	6	.	.	PUNCT
easat-3292	264	1	[	[	X
easat-3292	264	2	23	23	NUM
easat-3292	264	3	]	]	PUNCT
easat-3292	264	4	m.	m.	PROPN
easat-3292	264	5	zhang	zhang	PROPN
easat-3292	264	6	,	,	PUNCT
easat-3292	264	7	y.	y.	PROPN
easat-3292	264	8	cheng	cheng	PROPN
easat-3292	264	9	,	,	PUNCT
easat-3292	264	10	j.	j.	PROPN
easat-3292	264	11	gu	gu	PROPN
easat-3292	264	12	,	,	PUNCT
easat-3292	264	13	y.	y.	PROPN
easat-3292	264	14	yang	yang	PROPN
easat-3292	264	15	,	,	PUNCT
easat-3292	264	16	l.	l.	PROPN
easat-3292	264	17	chen	chen	PROPN
easat-3292	264	18	,	,	PUNCT
easat-3292	264	19	and	and	CCONJ
easat-3292	264	20	b.	b.	PROPN
easat-3292	264	21	cui	cui	PROPN
easat-3292	264	22	,	,	PUNCT
easat-3292	264	23	"	"	PUNCT
easat-3292	264	24	digital	digital	ADJ
easat-3292	264	25	evaluation	evaluation	NOUN
easat-3292	264	26	of	of	ADP
easat-3292	264	27	innovative	innovative	ADJ
easat-3292	264	28	logistics	logistic	NOUN
easat-3292	264	29	talents	talent	NOUN
easat-3292	264	30	based	base	VERB
easat-3292	264	31	on	on	ADP
easat-3292	264	32	improved	improved	ADJ
easat-3292	264	33	saga	saga	NOUN
easat-3292	264	34	-	-	PUNCT
easat-3292	264	35	fcm	fcm	NOUN
easat-3292	264	36	algorithm	algorithm	NOUN
easat-3292	264	37	,	,	PUNCT
easat-3292	264	38	"	"	PUNCT
easat-3292	264	39	in	in	ADP
easat-3292	264	40	:	:	PUNCT
easat-3292	264	41	hu	hu	PROPN
easat-3292	264	42	,	,	PUNCT
easat-3292	264	43	z.	z.	PROPN
easat-3292	264	44	,	,	PUNCT
easat-3292	264	45	zhang	zhang	PROPN
easat-3292	264	46	,	,	PUNCT
easat-3292	264	47	q.	q.	PROPN
easat-3292	264	48	,	,	PUNCT
easat-3292	264	49	he	he	PRON
easat-3292	264	50	,	,	PUNCT
easat-3292	264	51	m.	m.	NOUN
easat-3292	264	52	(	(	PUNCT
easat-3292	264	53	eds	ed	NOUN
easat-3292	264	54	)	)	PUNCT
easat-3292	264	55	advances	advance	NOUN
easat-3292	264	56	in	in	ADP
easat-3292	264	57	artificial	artificial	ADJ
easat-3292	264	58	systems	system	NOUN
easat-3292	264	59	for	for	ADP
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easat-3292	264	61	engineering	engineering	NOUN
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easat-3292	264	63	.	.	PUNCT
easat-3292	264	64	icaile	icaile	PROPN
easat-3292	264	65	2024	2024	NUM
easat-3292	264	66	.	.	PUNCT
easat-3292	265	1	lecture	lecture	NOUN
easat-3292	265	2	notes	note	NOUN
easat-3292	265	3	on	on	ADP
easat-3292	265	4	data	datum	NOUN
easat-3292	265	5	engineering	engineering	NOUN
easat-3292	265	6	and	and	CCONJ
easat-3292	265	7	communications	communication	NOUN
easat-3292	265	8	technologies	technology	NOUN
easat-3292	265	9	,	,	PUNCT
easat-3292	265	10	223	223	NUM
easat-3292	265	11	,	,	PUNCT
easat-3292	265	12	springer	springer	NOUN
easat-3292	265	13	,	,	PUNCT
easat-3292	265	14	cham	cham	PROPN
easat-3292	265	15	,	,	PUNCT
easat-3292	265	16	pp	pp	PROPN
easat-3292	265	17	.	.	PUNCT
easat-3292	266	1	374	374	NUM
easat-3292	266	2	-	-	SYM
easat-3292	266	3	383	383	NUM
easat-3292	266	4	,	,	PUNCT
easat-3292	266	5	2024	2024	NUM
easat-3292	266	6	.	.	PUNCT
easat-3292	267	1	https://doi.org/10.1007/978-3-031-72017-8_34	https://doi.org/10.1007/978-3-031-72017-8_34	NOUN
easat-3292	267	2	.	.	PUNCT
easat-3292	268	1	[	[	X
easat-3292	268	2	24	24	NUM
easat-3292	268	3	]	]	X
easat-3292	268	4	o.	o.	PROPN
easat-3292	268	5	v.	v.	PROPN
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easat-3292	268	7	,	,	PUNCT
easat-3292	268	8	h.	h.	PROPN
easat-3292	268	9	o.	o.	PROPN
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easat-3292	268	11	,	,	PUNCT
easat-3292	268	12	y.	y.	PROPN
easat-3292	268	13	v.	v.	PROPN
easat-3292	268	14	derevianchuk	derevianchuk	PROPN
easat-3292	268	15	,	,	PUNCT
easat-3292	268	16	and	and	CCONJ
easat-3292	268	17	v.	v.	ADP
easat-3292	268	18	v.	v.	CCONJ
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easat-3292	268	20	,	,	PUNCT
easat-3292	268	21	"	"	PUNCT
easat-3292	268	22	recognition	recognition	NOUN
easat-3292	268	23	images	image	NOUN
easat-3292	268	24	of	of	ADP
easat-3292	268	25	broken	broken	ADJ
easat-3292	268	26	window	window	NOUN
easat-3292	268	27	glass	glass	NOUN
easat-3292	268	28	,	,	PUNCT
easat-3292	268	29	"	"	PUNCT
easat-3292	268	30	proceedings	proceeding	NOUN
easat-3292	268	31	of	of	ADP
easat-3292	268	32	spie	spie	ADJ
easat-3292	268	33	,	,	PUNCT
easat-3292	268	34	vol	vol	NOUN
easat-3292	268	35	.	.	PROPN
easat-3292	268	36	12938	12938	NUM
easat-3292	268	37	,	,	PUNCT
easat-3292	268	38	pp	pp	ADJ
easat-3292	268	39	.	.	PUNCT
easat-3292	269	1	210	210	NUM
easat-3292	269	2	-	-	SYM
easat-3292	269	3	213	213	NUM
easat-3292	269	4	,	,	PUNCT
easat-3292	269	5	2024	2024	NUM
easat-3292	269	6	.	.	PUNCT
easat-3292	270	1	https://doi.org/10.1117/12.3012995	https://doi.org/10.1117/12.3012995	VERB
easat-3292	271	1	[	[	X
easat-3292	271	2	25	25	NUM
easat-3292	271	3	]	]	X
easat-3292	271	4	s.	s.	PROPN
easat-3292	271	5	v.	v.	PROPN
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easat-3292	271	7	,	,	PUNCT
easat-3292	271	8	o.	o.	PROPN
easat-3292	271	9	v.	v.	PROPN
easat-3292	271	10	derevyanchuk	derevyanchuk	PROPN
easat-3292	271	11	,	,	PUNCT
easat-3292	271	12	i.	i.	PROPN
easat-3292	271	13	m.	m.	PROPN
easat-3292	271	14	fodchuk	fodchuk	PROPN
easat-3292	271	15	,	,	PUNCT
easat-3292	271	16	o.	o.	PROPN
easat-3292	271	17	p.	p.	PROPN
easat-3292	271	18	kroitor	kroitor	PROPN
easat-3292	271	19	,	,	PUNCT
easat-3292	271	20	kh	kh	PROPN
easat-3292	271	21	.	.	PUNCT
easat-3292	272	1	s.	s.	PROPN
easat-3292	272	2	odaiska	odaiska	PROPN
easat-3292	272	3	,	,	PUNCT
easat-3292	272	4	o.	o.	PROPN
easat-3292	272	5	o.	o.	PROPN
easat-3292	272	6	pshenychnyi	pshenychnyi	PROPN
easat-3292	272	7	,	,	PUNCT
easat-3292	272	8	a.	a.	NOUN
easat-3292	272	9	kotyra	kotyra	PROPN
easat-3292	272	10	,	,	PUNCT
easat-3292	272	11	and	and	CCONJ
easat-3292	272	12	a.	a.	NOUN
easat-3292	272	13	abisheva	abisheva	PROPN
easat-3292	272	14	,	,	PUNCT
easat-3292	272	15	"	"	PUNCT
easat-3292	272	16	adaptive	adaptive	ADJ
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easat-3292	272	18	filtration	filtration	NOUN
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easat-3292	272	20	digital	digital	ADJ
easat-3292	272	21	images	image	NOUN
easat-3292	272	22	in	in	ADP
easat-3292	272	23	the	the	DET
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easat-3292	272	25	domain	domain	NOUN
easat-3292	272	26	,	,	PUNCT
easat-3292	272	27	"	"	PUNCT
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easat-3292	272	29	.	.	PUNCT
easat-3292	273	1	spie	spie	ADJ
easat-3292	273	2	11176	11176	NUM
easat-3292	273	3	,	,	PUNCT
easat-3292	273	4	photonics	photonics	NOUN
easat-3292	273	5	applications	application	NOUN
easat-3292	273	6	in	in	ADP
easat-3292	273	7	astronomy	astronomy	NOUN
easat-3292	273	8	,	,	PUNCT
easat-3292	273	9	communications	communication	NOUN
easat-3292	273	10	,	,	PUNCT
easat-3292	273	11	industry	industry	NOUN
easat-3292	273	12	,	,	PUNCT
easat-3292	273	13	and	and	CCONJ
easat-3292	273	14	high	high	ADJ
easat-3292	273	15	-	-	PUNCT
easat-3292	273	16	energy	energy	NOUN
easat-3292	273	17	physics	physics	NOUN
easat-3292	273	18	experiments	experiment	NOUN
easat-3292	273	19	,	,	PUNCT
easat-3292	273	20	vol	vol	NOUN
easat-3292	273	21	.	.	PUNCT
easat-3292	274	1	11176	11176	NUM
easat-3292	274	2	,	,	PUNCT
easat-3292	274	3	pp	pp	ADV
easat-3292	274	4	111761a-1	111761a-1	NUM
easat-3292	274	5	–	–	PUNCT
easat-3292	274	6	111761a-6	111761a-6	NUM
easat-3292	274	7	,	,	PUNCT
easat-3292	274	8	2019	2019	NUM
easat-3292	274	9	.	.	PUNCT
easat-3292	275	1	https://doi.org/10.1117/12.2537165	https://doi.org/10.1117/12.2537165	VERB
easat-3292	275	2	[	[	PUNCT
easat-3292	275	3	26	26	NUM
easat-3292	275	4	]	]	PUNCT
easat-3292	275	5	s.	s.	PROPN
easat-3292	275	6	v.	v.	PROPN
easat-3292	275	7	balovsyak	balovsyak	PROPN
easat-3292	275	8	,	,	PUNCT
easat-3292	275	9	o.	o.	PROPN
easat-3292	275	10	v.	v.	PROPN
easat-3292	275	11	derevyanchuk	derevyanchuk	PROPN
easat-3292	275	12	,	,	PUNCT
easat-3292	275	13	h.	h.	PROPN
easat-3292	275	14	o.	o.	PROPN
easat-3292	275	15	kravchenko	kravchenko	PROPN
easat-3292	275	16	,	,	PUNCT
easat-3292	275	17	o.	o.	PROPN
easat-3292	275	18	p.	p.	PROPN
easat-3292	275	19	kroitor	kroitor	NOUN
easat-3292	275	20	,	,	PUNCT
easat-3292	275	21	and	and	CCONJ
easat-3292	276	1	v.	v.	ADP
easat-3292	276	2	v.	v.	CCONJ
easat-3292	276	3	tomash	tomash	NOUN
easat-3292	276	4	,	,	PUNCT
easat-3292	276	5	"	"	PUNCT
easat-3292	276	6	computer	computer	NOUN
easat-3292	276	7	system	system	NOUN
easat-3292	276	8	for	for	ADP
easat-3292	276	9	increasing	increase	VERB
easat-3292	276	10	the	the	DET
easat-3292	276	11	local	local	ADJ
easat-3292	276	12	contrast	contrast	NOUN
easat-3292	276	13	of	of	ADP
easat-3292	276	14	railway	railway	NOUN
easat-3292	276	15	transport	transport	NOUN
easat-3292	276	16	images	image	NOUN
easat-3292	276	17	,	,	PUNCT
easat-3292	276	18	"	"	PUNCT
easat-3292	276	19	proc	proc	NOUN
easat-3292	276	20	.	.	PUNCT
easat-3292	277	1	spie	spie	ADJ
easat-3292	277	2	,	,	PUNCT
easat-3292	277	3	fifteenth	fifteenth	ADJ
easat-3292	277	4	international	international	ADJ
easat-3292	277	5	conference	conference	NOUN
easat-3292	277	6	on	on	ADP
easat-3292	277	7	correlation	correlation	NOUN
easat-3292	277	8	optics	optic	NOUN
easat-3292	277	9	,	,	PUNCT
easat-3292	277	10	vol	vol	NOUN
easat-3292	277	11	.	.	PROPN
easat-3292	277	12	12126	12126	NUM
easat-3292	277	13	,	,	PUNCT
easat-3292	277	14	pp	pp	ADV
easat-3292	277	15	.	.	PUNCT
easat-3292	278	1	121261e1	121261e1	NOUN
easat-3292	278	2	-	-	PUNCT
easat-3292	278	3	7	7	NUM
easat-3292	278	4	,	,	PUNCT
easat-3292	278	5	2021	2021	NUM
easat-3292	278	6	.	.	PUNCT
easat-3292	279	1	https://doi.org/10.1117/12.2615761	https://doi.org/10.1117/12.2615761	VERB
easat-3292	279	2	.	.	PUNCT
easat-3292	280	1	[	[	X
easat-3292	280	2	27	27	NUM
easat-3292	280	3	]	]	X
easat-3292	280	4	s.	s.	PROPN
easat-3292	280	5	balovsyak	balovsyak	PROPN
easat-3292	280	6	,	,	PUNCT
easat-3292	280	7	k.	k.	PROPN
easat-3292	280	8	odaiska	odaiska	PROPN
easat-3292	280	9	,	,	PUNCT
easat-3292	280	10	o.	o.	PROPN
easat-3292	280	11	yakovenko	yakovenko	PROPN
easat-3292	280	12	,	,	PUNCT
easat-3292	280	13	i.	i.	PROPN
easat-3292	280	14	iakovlieva	iakovlieva	PROPN
easat-3292	280	15	,	,	PUNCT
easat-3292	280	16	"	"	PUNCT
easat-3292	280	17	adjusting	adjust	VERB
easat-3292	280	18	the	the	DET
easat-3292	280	19	brightness	brightness	NOUN
easat-3292	280	20	and	and	CCONJ
easat-3292	280	21	contrast	contrast	VERB
easat-3292	280	22	parameters	parameter	NOUN
easat-3292	280	23	of	of	ADP
easat-3292	280	24	digital	digital	ADJ
easat-3292	280	25	video	video	NOUN
easat-3292	280	26	cameras	camera	NOUN
easat-3292	280	27	using	use	VERB
easat-3292	280	28	artificial	artificial	ADJ
easat-3292	280	29	neural	neural	ADJ
easat-3292	280	30	networks	network	NOUN
easat-3292	280	31	,	,	PUNCT
easat-3292	280	32	"	"	PUNCT
easat-3292	280	33	proceedings	proceeding	NOUN
easat-3292	280	34	of	of	ADP
easat-3292	280	35	spie	spie	VERB
easat-3292	280	36	the	the	DET
easat-3292	280	37	international	international	ADJ
easat-3292	280	38	society	society	NOUN
easat-3292	280	39	for	for	ADP
easat-3292	280	40	optical	optical	ADJ
easat-3292	280	41	engineering	engineering	NOUN
easat-3292	280	42	,	,	PUNCT
easat-3292	280	43	vol	vol	NOUN
easat-3292	280	44	.	.	PROPN
easat-3292	280	45	12938	12938	NUM
easat-3292	280	46	,	,	PUNCT
easat-3292	280	47	pp	pp	PROPN
easat-3292	280	48	.	.	PUNCT
easat-3292	280	49	129380i	129380i	NUM
easat-3292	280	50	,	,	PUNCT
easat-3292	280	51	2024	2024	NUM
easat-3292	280	52	.	.	PUNCT
easat-3292	281	1	[	[	X
easat-3292	281	2	28	28	NUM
easat-3292	281	3	]	]	X
easat-3292	281	4	n.	n.	PROPN
easat-3292	281	5	yadav	yadav	PROPN
easat-3292	281	6	,	,	PUNCT
easat-3292	281	7	and	and	CCONJ
easat-3292	281	8	a.	a.	NOUN
easat-3292	281	9	sinha	sinha	PROPN
easat-3292	281	10	,	,	PUNCT
easat-3292	281	11	"	"	PUNCT
easat-3292	281	12	augmented	augment	VERB
easat-3292	281	13	reality	reality	NOUN
easat-3292	281	14	and	and	CCONJ
easat-3292	281	15	its	its	PRON
easat-3292	281	16	science	science	NOUN
easat-3292	281	17	,	,	PUNCT
easat-3292	281	18	"	"	PUNCT
easat-3292	281	19	international	international	ADJ
easat-3292	281	20	journal	journal	NOUN
easat-3292	281	21	of	of	ADP
easat-3292	281	22	education	education	NOUN
easat-3292	281	23	and	and	CCONJ
easat-3292	281	24	management	management	NOUN
easat-3292	281	25	engineering	engineering	NOUN
easat-3292	281	26	(	(	PUNCT
easat-3292	281	27	ijeme	ijeme	NOUN
easat-3292	281	28	)	)	PUNCT
easat-3292	281	29	,	,	PUNCT
easat-3292	281	30	vol.12	vol.12	NOUN
easat-3292	281	31	,	,	PUNCT
easat-3292	281	32	no	no	NOUN
easat-3292	281	33	.	.	NOUN
easat-3292	281	34	6	6	NUM
easat-3292	281	35	,	,	PUNCT
easat-3292	281	36	pp	pp	ADJ
easat-3292	281	37	.	.	PUNCT
easat-3292	282	1	33	33	NUM
easat-3292	282	2	-	-	SYM
easat-3292	282	3	44	44	NUM
easat-3292	282	4	,	,	PUNCT
easat-3292	282	5	2022	2022	NUM
easat-3292	282	6	.	.	PUNCT
easat-3292	283	1	https://doi.org/10.5815/ijeme.2022.06.04	https://doi.org/10.5815/ijeme.2022.06.04	X
easat-3292	283	2	.	.	PUNCT
easat-3292	284	1	[	[	X
easat-3292	284	2	29	29	NUM
easat-3292	284	3	]	]	X
easat-3292	284	4	m.	m.	NOUN
easat-3292	284	5	segura	segura	PROPN
easat-3292	284	6	,	,	PUNCT
easat-3292	284	7	r.	r.	PROPN
easat-3292	284	8	osorio	osorio	PROPN
easat-3292	284	9	,	,	PUNCT
easat-3292	284	10	and	and	CCONJ
easat-3292	284	11	a.	a.	NOUN
easat-3292	284	12	zavala	zavala	NOUN
easat-3292	284	13	,	,	PUNCT
easat-3292	284	14	"	"	PUNCT
easat-3292	284	15	extended	extend	VERB
easat-3292	284	16	reality	reality	NOUN
easat-3292	284	17	model	model	NOUN
easat-3292	284	18	for	for	ADP
easat-3292	284	19	accessibility	accessibility	NOUN
easat-3292	284	20	in	in	ADP
easat-3292	284	21	learning	learn	VERB
easat-3292	284	22	for	for	ADP
easat-3292	284	23	deaf	deaf	ADJ
easat-3292	284	24	and	and	CCONJ
easat-3292	284	25	hearing	hear	VERB
easat-3292	284	26	students	student	NOUN
easat-3292	284	27	(	(	PUNCT
easat-3292	284	28	programming	programming	NOUN
easat-3292	284	29	logic	logic	NOUN
easat-3292	284	30	case	case	NOUN
easat-3292	284	31	)	)	PUNCT
easat-3292	284	32	,	,	PUNCT
easat-3292	284	33	"	"	PUNCT
easat-3292	284	34	international	international	ADJ
easat-3292	284	35	journal	journal	NOUN
easat-3292	284	36	of	of	ADP
easat-3292	284	37	modern	modern	ADJ
easat-3292	284	38	education	education	NOUN
easat-3292	284	39	and	and	CCONJ
easat-3292	284	40	computer	computer	NOUN
easat-3292	284	41	science	science	NOUN
easat-3292	284	42	(	(	PUNCT
easat-3292	284	43	ijmecs	ijmecs	ADJ
easat-3292	284	44	)	)	PUNCT
easat-3292	284	45	,	,	PUNCT
easat-3292	284	46	vol	vol	NOUN
easat-3292	284	47	.	.	PROPN
easat-3292	284	48	15	15	NUM
easat-3292	284	49	,	,	PUNCT
easat-3292	284	50	no	no	INTJ
easat-3292	284	51	.	.	NOUN
easat-3292	284	52	4	4	NUM
easat-3292	284	53	,	,	PUNCT
easat-3292	284	54	pp	pp	ADJ
easat-3292	284	55	.	.	PUNCT
easat-3292	285	1	1	1	NUM
easat-3292	285	2	-	-	SYM
easat-3292	285	3	17	17	NUM
easat-3292	285	4	,	,	PUNCT
easat-3292	285	5	2023	2023	NUM
easat-3292	285	6	.	.	PUNCT
easat-3292	286	1	https://doi.org/10.5815/ijmecs.2023.04.01	https://doi.org/10.5815/ijmecs.2023.04.01	PROPN
easat-3292	286	2	.	.	PUNCT
easat-3292	287	1	[	[	X
easat-3292	287	2	30	30	NUM
easat-3292	287	3	]	]	PUNCT
easat-3292	287	4	taras	taras	PROPN
easat-3292	287	5	basyuk	basyuk	PROPN
easat-3292	287	6	,	,	PUNCT
easat-3292	287	7	andrii	andrii	VERB
easat-3292	287	8	vasyliuk	vasyliuk	ADJ
easat-3292	287	9	,	,	PUNCT
easat-3292	287	10	yuriy	yuriy	PROPN
easat-3292	287	11	ushenko	ushenko	PROPN
easat-3292	287	12	,	,	PUNCT
easat-3292	287	13	dmytro	dmytro	PROPN
easat-3292	287	14	uhryn	uhryn	NOUN
easat-3292	287	15	,	,	PUNCT
easat-3292	287	16	zhengbing	zhengbe	VERB
easat-3292	287	17	hu	hu	NOUN
easat-3292	287	18	,	,	PUNCT
easat-3292	287	19	and	and	CCONJ
easat-3292	287	20	mariia	mariia	PROPN
easat-3292	287	21	talakh	talakh	PROPN
easat-3292	287	22	,	,	PUNCT
easat-3292	287	23	"	"	PUNCT
easat-3292	287	24	modeling	modeling	NOUN
easat-3292	287	25	and	and	CCONJ
easat-3292	287	26	development	development	NOUN
easat-3292	287	27	of	of	ADP
easat-3292	287	28	a	a	DET
easat-3292	287	29	computer	computer	NOUN
easat-3292	287	30	simulator	simulator	NOUN
easat-3292	287	31	with	with	ADP
easat-3292	287	32	the	the	DET
easat-3292	287	33	formation	formation	NOUN
easat-3292	287	34	of	of	ADP
easat-3292	287	35	working	work	VERB
easat-3292	287	36	scenarios	scenario	NOUN
easat-3292	287	37	for	for	ADP
easat-3292	287	38	training	training	NOUN
easat-3292	287	39	operator	operator	NOUN
easat-3292	287	40	personnel	personnel	NOUN
easat-3292	287	41	in	in	ADP
easat-3292	287	42	the	the	DET
easat-3292	287	43	search	search	NOUN
easat-3292	287	44	for	for	ADP
easat-3292	287	45	objects	object	NOUN
easat-3292	287	46	,	,	PUNCT
easat-3292	287	47	"	"	PUNCT
easat-3292	287	48	international	international	ADJ
easat-3292	287	49	journal	journal	NOUN
easat-3292	287	50	of	of	ADP
easat-3292	287	51	modern	modern	ADJ
easat-3292	287	52	education	education	NOUN
easat-3292	287	53	and	and	CCONJ
easat-3292	287	54	computer	computer	NOUN
easat-3292	287	55	science	science	NOUN
easat-3292	287	56	(	(	PUNCT
easat-3292	287	57	ijmecs	ijmecs	ADJ
easat-3292	287	58	)	)	PUNCT
easat-3292	287	59	,	,	PUNCT
easat-3292	287	60	vol	vol	NOUN
easat-3292	287	61	.	.	PROPN
easat-3292	288	1	16	16	NUM
easat-3292	288	2	,	,	PUNCT
easat-3292	288	3	no	no	INTJ
easat-3292	288	4	.	.	NOUN
easat-3292	288	5	4	4	NUM
easat-3292	288	6	,	,	PUNCT
easat-3292	288	7	pp	pp	ADJ
easat-3292	288	8	.	.	PUNCT
easat-3292	289	1	87	87	NUM
easat-3292	289	2	-	-	SYM
easat-3292	289	3	112	112	NUM
easat-3292	289	4	,	,	PUNCT
easat-3292	289	5	2024	2024	NUM
easat-3292	289	6	.	.	PUNCT
easat-3292	290	1	https://doi.org/10.5815/ijmecs.2024.04.07	https://doi.org/10.5815/ijmecs.2024.04.07	X
easat-3292	290	2	.	.	PUNCT
easat-3292	291	1	[	[	X
easat-3292	291	2	31	31	NUM
easat-3292	291	3	]	]	PUNCT
easat-3292	291	4	vo	vo	PROPN
easat-3292	291	5	hoai	hoai	PROPN
easat-3292	291	6	viet	viet	PROPN
easat-3292	291	7	,	,	PUNCT
easat-3292	291	8	huynh	huynh	PROPN
easat-3292	291	9	nhat	nhat	PROPN
easat-3292	291	10	duy	duy	PROPN
easat-3292	291	11	,	,	PUNCT
easat-3292	291	12	"	"	PUNCT
easat-3292	291	13	object	object	VERB
easat-3292	291	14	tracking	tracking	NOUN
easat-3292	291	15	:	:	PUNCT
easat-3292	291	16	an	an	DET
easat-3292	291	17	experimental	experimental	ADJ
easat-3292	291	18	and	and	CCONJ
easat-3292	291	19	comprehensive	comprehensive	ADJ
easat-3292	291	20	study	study	NOUN
easat-3292	291	21	on	on	ADP
easat-3292	291	22	vehicle	vehicle	NOUN
easat-3292	291	23	object	object	NOUN
easat-3292	291	24	in	in	ADP
easat-3292	291	25	video	video	NOUN
easat-3292	291	26	"	"	PUNCT
easat-3292	291	27	,	,	PUNCT
easat-3292	291	28	international	international	ADJ
easat-3292	291	29	journal	journal	NOUN
easat-3292	291	30	of	of	ADP
easat-3292	291	31	image	image	NOUN
easat-3292	291	32	,	,	PUNCT
easat-3292	291	33	graphics	graphic	NOUN
easat-3292	291	34	and	and	CCONJ
easat-3292	291	35	signal	signal	NOUN
easat-3292	291	36	processing	processing	NOUN
easat-3292	291	37	(	(	PUNCT
easat-3292	291	38	ijigsp	ijigsp	PROPN
easat-3292	291	39	)	)	PUNCT
easat-3292	291	40	,	,	PUNCT
easat-3292	291	41	vol	vol	NOUN
easat-3292	291	42	.	.	PROPN
easat-3292	292	1	14	14	NUM
easat-3292	292	2	,	,	PUNCT
easat-3292	292	3	no	no	INTJ
easat-3292	292	4	.	.	NOUN
easat-3292	292	5	1	1	NUM
easat-3292	292	6	,	,	PUNCT
easat-3292	292	7	pp	pp	ADJ
easat-3292	292	8	.	.	PUNCT
easat-3292	293	1	64	64	NUM
easat-3292	293	2	-	-	SYM
easat-3292	293	3	81	81	NUM
easat-3292	293	4	,	,	PUNCT
easat-3292	293	5	2022	2022	NUM
easat-3292	293	6	.	.	PUNCT
easat-3292	293	7	https://doi.org/10.5815/ijigsp.2022.01.06	https://doi.org/10.5815/ijigsp.2022.01.06	X
easat-3292	294	1	[	[	X
easat-3292	294	2	32	32	NUM
easat-3292	294	3	]	]	X
easat-3292	294	4	dun	dun	PROPN
easat-3292	294	5	nan	nan	PROPN
easat-3292	294	6	liu	liu	PROPN
easat-3292	294	7	,	,	PUNCT
easat-3292	294	8	rui	rui	PROPN
easat-3292	294	9	hou	hou	PROPN
easat-3292	294	10	,	,	PUNCT
easat-3292	294	11	wen	wen	PROPN
easat-3292	294	12	zhuo	zhuo	PROPN
easat-3292	294	13	wu	wu	PROPN
easat-3292	294	14	,	,	PUNCT
easat-3292	294	15	jing	jing	PROPN
easat-3292	294	16	wen	wen	PROPN
easat-3292	294	17	hua	hua	PROPN
easat-3292	294	18	,	,	PUNCT
easat-3292	294	19	xuan	xuan	PROPN
easat-3292	294	20	yuan	yuan	PROPN
easat-3292	294	21	wang	wang	PROPN
easat-3292	294	22	,	,	PUNCT
easat-3292	294	23	and	and	CCONJ
easat-3292	294	24	bo	bo	PROPN
easat-3292	294	25	pang	pang	PROPN
easat-3292	294	26	,	,	PUNCT
easat-3292	294	27	"	"	PUNCT
easat-3292	294	28	research	research	NOUN
easat-3292	294	29	on	on	ADP
easat-3292	294	30	infrared	infrared	ADJ
easat-3292	294	31	image	image	NOUN
easat-3292	294	32	enhancement	enhancement	NOUN
easat-3292	294	33	and	and	CCONJ
easat-3292	294	34	segmentation	segmentation	NOUN
easat-3292	294	35	of	of	ADP
easat-3292	294	36	power	power	NOUN
easat-3292	294	37	equipment	equipment	NOUN
easat-3292	294	38	based	base	VERB
easat-3292	294	39	on	on	ADP
easat-3292	294	40	partial	partial	ADJ
easat-3292	294	41	differential	differential	NOUN
easat-3292	294	42	equation	equation	NOUN
easat-3292	294	43	,	,	PUNCT
easat-3292	294	44	"	"	PUNCT
easat-3292	294	45	journal	journal	NOUN
easat-3292	294	46	of	of	ADP
easat-3292	294	47	visual	visual	ADJ
easat-3292	294	48	communication	communication	NOUN
easat-3292	294	49	and	and	CCONJ
easat-3292	294	50	image	image	NOUN
easat-3292	294	51	representation	representation	NOUN
easat-3292	294	52	,	,	PUNCT
easat-3292	294	53	vol	vol	NOUN
easat-3292	294	54	.	.	PROPN
easat-3292	294	55	64	64	NUM
easat-3292	294	56	,	,	PUNCT
easat-3292	294	57	2019	2019	NUM
easat-3292	294	58	,	,	PUNCT
easat-3292	294	59	102610	102610	NUM
easat-3292	294	60	,	,	PUNCT
easat-3292	294	61	https://doi.org/10.1016/j.jvcir.2019.102610	https://doi.org/10.1016/j.jvcir.2019.102610	VERB
easat-3292	294	62	[	[	X
easat-3292	294	63	33	33	NUM
easat-3292	294	64	]	]	PUNCT
easat-3292	294	65	serhiy	serhiy	NOUN
easat-3292	294	66	balovsyak	balovsyak	NOUN
easat-3292	294	67	,	,	PUNCT
easat-3292	294	68	oleksandr	oleksandr	PROPN
easat-3292	294	69	derevyanchuk	derevyanchuk	PROPN
easat-3292	294	70	,	,	PUNCT
easat-3292	294	71	hanna	hanna	PROPN
easat-3292	294	72	kravchenko	kravchenko	PROPN
easat-3292	294	73	,	,	PUNCT
easat-3292	294	74	yuriy	yuriy	PROPN
easat-3292	294	75	ushenko	ushenko	PROPN
easat-3292	294	76	,	,	PUNCT
easat-3292	294	77	and	and	CCONJ
easat-3292	294	78	zhengbing	zhengbe	VERB
easat-3292	294	79	hu	hu	NOUN
easat-3292	294	80	,	,	PUNCT
easat-3292	294	81	"	"	PUNCT
easat-3292	294	82	clustering	cluster	VERB
easat-3292	294	83	students	student	NOUN
easat-3292	294	84	according	accord	VERB
easat-3292	294	85	to	to	ADP
easat-3292	294	86	their	their	PRON
easat-3292	294	87	academic	academic	ADJ
easat-3292	294	88	achievement	achievement	NOUN
easat-3292	294	89	using	use	VERB
easat-3292	294	90	fuzzy	fuzzy	ADJ
easat-3292	294	91	logic	logic	NOUN
easat-3292	294	92	,	,	PUNCT
easat-3292	294	93	"	"	PUNCT
easat-3292	294	94	international	international	ADJ
easat-3292	294	95	journal	journal	NOUN
easat-3292	294	96	of	of	ADP
easat-3292	294	97	modern	modern	ADJ
easat-3292	294	98	education	education	NOUN
easat-3292	294	99	and	and	CCONJ
easat-3292	294	100	computer	computer	NOUN
easat-3292	294	101	science	science	NOUN
easat-3292	294	102	(	(	PUNCT
easat-3292	294	103	ijmecs	ijmecs	ADJ
easat-3292	294	104	)	)	PUNCT
easat-3292	294	105	,	,	PUNCT
easat-3292	294	106	vol	vol	NOUN
easat-3292	294	107	.	.	PROPN
easat-3292	295	1	15	15	NUM
easat-3292	295	2	,	,	PUNCT
easat-3292	295	3	no	no	INTJ
easat-3292	295	4	.	.	NOUN
easat-3292	295	5	6	6	NUM
easat-3292	295	6	,	,	PUNCT
easat-3292	295	7	pp	pp	ADJ
easat-3292	295	8	.	.	PUNCT
easat-3292	296	1	31	31	NUM
easat-3292	296	2	-	-	SYM
easat-3292	296	3	43	43	NUM
easat-3292	296	4	,	,	PUNCT
easat-3292	296	5	2023	2023	NUM
easat-3292	296	6	.	.	PUNCT
easat-3292	297	1	https://doi.org/10.5815/ijmecs.2023.06.03	https://doi.org/10.5815/ijmecs.2023.06.03	PROPN
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easat-3292	297	3	34	34	NUM
easat-3292	297	4	]	]	PUNCT
easat-3292	297	5	serhiy	serhiy	NOUN
easat-3292	297	6	balovsyak	balovsyak	NOUN
easat-3292	297	7	,	,	PUNCT
easat-3292	297	8	oleksandr	oleksandr	PROPN
easat-3292	297	9	derevyanchuk	derevyanchuk	PROPN
easat-3292	297	10	,	,	PUNCT
easat-3292	297	11	vasyl	vasyl	NOUN
easat-3292	297	12	kovalchuk	kovalchuk	PROPN
easat-3292	297	13	,	,	PUNCT
easat-3292	297	14	hanna	hanna	PROPN
easat-3292	297	15	kravchenko	kravchenko	PROPN
easat-3292	297	16	,	,	PUNCT
easat-3292	297	17	and	and	CCONJ
easat-3292	297	18	maryna	maryna	NOUN
easat-3292	297	19	kozhokar	kozhokar	NOUN
easat-3292	297	20	,	,	PUNCT
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easat-3292	297	22	face	face	NOUN
easat-3292	297	23	mask	mask	NOUN
easat-3292	297	24	recognition	recognition	NOUN
easat-3292	297	25	by	by	ADP
easat-3292	297	26	the	the	DET
easat-3292	297	27	viola	viola	PROPN
easat-3292	297	28	-	-	PUNCT
easat-3292	297	29	jones	jones	PROPN
easat-3292	297	30	method	method	NOUN
easat-3292	297	31	using	use	VERB
easat-3292	297	32	fuzzy	fuzzy	ADJ
easat-3292	297	33	logic	logic	NOUN
easat-3292	297	34	,	,	PUNCT
easat-3292	297	35	"	"	PUNCT
easat-3292	297	36	international	international	ADJ
easat-3292	297	37	journal	journal	NOUN
easat-3292	297	38	of	of	ADP
easat-3292	297	39	image	image	NOUN
easat-3292	297	40	,	,	PUNCT
easat-3292	297	41	graphics	graphic	NOUN
easat-3292	297	42	and	and	CCONJ
easat-3292	297	43	signal	signal	NOUN
easat-3292	297	44	processing	processing	NOUN
easat-3292	297	45	(	(	PUNCT
easat-3292	297	46	ijigsp	ijigsp	PROPN
easat-3292	297	47	)	)	PUNCT
easat-3292	297	48	,	,	PUNCT
easat-3292	297	49	vol	vol	NOUN
easat-3292	297	50	.	.	PROPN
easat-3292	297	51	16	16	NUM
easat-3292	297	52	,	,	PUNCT
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easat-3292	297	54	.	.	NOUN
easat-3292	297	55	3	3	NUM
easat-3292	297	56	,	,	PUNCT
easat-3292	297	57	pp	pp	ADJ
easat-3292	297	58	.	.	PUNCT
easat-3292	298	1	39	39	NUM
easat-3292	298	2	-	-	SYM
easat-3292	298	3	51	51	NUM
easat-3292	298	4	,	,	PUNCT
easat-3292	298	5	2024	2024	NUM
easat-3292	298	6	.	.	PUNCT
easat-3292	299	1	https://doi.org/10.5815/ijigsp.2024.03.04	https://doi.org/10.5815/ijigsp.2024.03.04	X
easat-3292	299	2	[	[	X
easat-3292	299	3	35	35	NUM
easat-3292	299	4	]	]	PUNCT
easat-3292	299	5	rasmiyya	rasmiyya	VERB
easat-3292	299	6	sh	sh	PROPN
easat-3292	299	7	.	.	PROPN
easat-3292	299	8	mahmudova	mahmudova	PROPN
easat-3292	299	9	,	,	PUNCT
easat-3292	299	10	"	"	PUNCT
easat-3292	299	11	cyber	cyber	ADJ
easat-3292	299	12	-	-	PUNCT
easat-3292	299	13	physical	physical	ADJ
easat-3292	299	14	systems	system	NOUN
easat-3292	299	15	:	:	PUNCT
easat-3292	299	16	security	security	NOUN
easat-3292	299	17	problems	problem	NOUN
easat-3292	299	18	and	and	CCONJ
easat-3292	299	19	issues	issue	NOUN
easat-3292	299	20	of	of	ADP
easat-3292	299	21	personnel	personnel	NOUN
easat-3292	299	22	information	information	NOUN
easat-3292	299	23	security	security	NOUN
easat-3292	299	24	culture	culture	NOUN
easat-3292	299	25	"	"	PUNCT
easat-3292	299	26	,	,	PUNCT
easat-3292	299	27	international	international	ADJ
easat-3292	299	28	journal	journal	NOUN
easat-3292	299	29	of	of	ADP
easat-3292	299	30	education	education	NOUN
easat-3292	299	31	and	and	CCONJ
easat-3292	299	32	management	management	NOUN
easat-3292	299	33	engineering	engineering	NOUN
easat-3292	299	34	(	(	PUNCT
easat-3292	299	35	ijeme	ijeme	NOUN
easat-3292	299	36	)	)	PUNCT
easat-3292	299	37	,	,	PUNCT
easat-3292	299	38	vol	vol	NOUN
easat-3292	299	39	.	.	PROPN
easat-3292	299	40	13	13	NUM
easat-3292	299	41	,	,	PUNCT
easat-3292	299	42	no	no	INTJ
easat-3292	299	43	.	.	NOUN
easat-3292	299	44	2	2	NUM
easat-3292	299	45	,	,	PUNCT
easat-3292	299	46	pp	pp	ADJ
easat-3292	299	47	.	.	PUNCT
easat-3292	300	1	18	18	NUM
easat-3292	300	2	-	-	SYM
easat-3292	300	3	26	26	NUM
easat-3292	300	4	,	,	PUNCT
easat-3292	300	5	2023	2023	NUM
easat-3292	300	6	.	.	PUNCT
easat-3292	301	1	https://doi.org/10.5815/ijeme.2023.02.03	https://doi.org/10.5815/ijeme.2023.02.03	X
easat-3292	302	1	[	[	X
easat-3292	302	2	36	36	NUM
easat-3292	302	3	]	]	X
easat-3292	302	4	keerti	keerti	PROPN
easat-3292	302	5	naregal	naregal	PROPN
easat-3292	302	6	,	,	PUNCT
easat-3292	302	7	and	and	CCONJ
easat-3292	302	8	vijay	vijay	NOUN
easat-3292	302	9	kalmani	kalmani	NOUN
easat-3292	302	10	,	,	PUNCT
easat-3292	302	11	"	"	PUNCT
easat-3292	302	12	exploratory	exploratory	ADJ
easat-3292	302	13	analysis	analysis	NOUN
easat-3292	302	14	of	of	ADP
easat-3292	302	15	access	access	NOUN
easat-3292	302	16	control	control	NOUN
easat-3292	302	17	mechanisms	mechanism	NOUN
easat-3292	302	18	for	for	ADP
easat-3292	302	19	cloud	cloud	NOUN
easat-3292	302	20	-	-	PUNCT
easat-3292	302	21	based	base	VERB
easat-3292	302	22	iot	iot	NOUN
easat-3292	302	23	"	"	PUNCT
easat-3292	302	24	,	,	PUNCT
easat-3292	302	25	international	international	ADJ
easat-3292	302	26	journal	journal	NOUN
easat-3292	302	27	of	of	ADP
easat-3292	302	28	education	education	NOUN
easat-3292	302	29	and	and	CCONJ
easat-3292	302	30	management	management	NOUN
easat-3292	302	31	engineering	engineering	NOUN
easat-3292	302	32	(	(	PUNCT
easat-3292	302	33	ijeme	ijeme	NOUN
easat-3292	302	34	)	)	PUNCT
easat-3292	302	35	,	,	PUNCT
easat-3292	302	36	vol	vol	NOUN
easat-3292	302	37	.	.	PROPN
easat-3292	302	38	13	13	NUM
easat-3292	302	39	,	,	PUNCT
easat-3292	302	40	no	no	INTJ
easat-3292	302	41	.	.	NOUN
easat-3292	302	42	3	3	NUM
easat-3292	302	43	,	,	PUNCT
easat-3292	302	44	pp	pp	ADJ
easat-3292	302	45	.	.	PUNCT
easat-3292	303	1	39	39	NUM
easat-3292	303	2	-	-	SYM
easat-3292	303	3	46	46	NUM
easat-3292	303	4	,	,	PUNCT
easat-3292	303	5	2023	2023	NUM
easat-3292	303	6	.	.	PUNCT
easat-3292	304	1	https://doi.org/10.5815/ijeme.2023.03.05	https://doi.org/10.5815/ijeme.2023.03.05	X
easat-3292	305	1	[	[	X
easat-3292	305	2	37	37	NUM
easat-3292	305	3	]	]	PUNCT
easat-3292	305	4	s.	s.	PROPN
easat-3292	305	5	panchenko	panchenko	PROPN
easat-3292	305	6	.	.	PUNCT
easat-3292	305	7	,	,	PUNCT
easat-3292	305	8	j.	j.	PROPN
easat-3292	305	9	gerlici	gerlici	PROPN
easat-3292	305	10	.	.	PROPN
easat-3292	305	11	,	,	PUNCT
easat-3292	305	12	g.	g.	PROPN
easat-3292	305	13	vatulia	vatulia	PROPN
easat-3292	305	14	,	,	PUNCT
easat-3292	305	15	a.	a.	NOUN
easat-3292	305	16	lovska	lovska	PROPN
easat-3292	305	17	,	,	PUNCT
easat-3292	305	18	v.	v.	CCONJ
easat-3292	305	19	ravlyuk	ravlyuk	NOUN
easat-3292	305	20	,	,	PUNCT
easat-3292	305	21	and	and	CCONJ
easat-3292	305	22	j.	j.	PROPN
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easat-3292	305	24	,	,	PUNCT
easat-3292	305	25	"	"	PUNCT
easat-3292	305	26	studying	study	VERB
easat-3292	305	27	the	the	DET
easat-3292	305	28	load	load	NOUN
easat-3292	305	29	of	of	ADP
easat-3292	305	30	composite	composite	ADJ
easat-3292	305	31	brake	brake	NOUN
easat-3292	305	32	pads	pad	NOUN
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easat-3292	305	34	high	high	ADJ
easat-3292	305	35	-	-	PUNCT
easat-3292	305	36	temperature	temperature	NOUN
easat-3292	305	37	impact	impact	NOUN
easat-3292	305	38	from	from	ADP
easat-3292	305	39	the	the	DET
easat-3292	305	40	rolling	rolling	ADJ
easat-3292	305	41	surface	surface	NOUN
easat-3292	305	42	of	of	ADP
easat-3292	305	43	wheels	wheel	NOUN
easat-3292	305	44	,	,	PUNCT
easat-3292	305	45	"	"	PUNCT
easat-3292	305	46	eureka	eureka	PROPN
easat-3292	305	47	:	:	PUNCT
easat-3292	305	48	physics	physics	NOUN
easat-3292	305	49	and	and	CCONJ
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easat-3292	305	51	,	,	PUNCT
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easat-3292	305	53	.	.	PROPN
easat-3292	305	54	4	4	NUM
easat-3292	305	55	,	,	PUNCT
easat-3292	305	56	pp	pp	ADJ
easat-3292	305	57	.	.	PUNCT
easat-3292	306	1	155	155	NUM
easat-3292	306	2	-	-	SYM
easat-3292	306	3	167	167	NUM
easat-3292	306	4	,	,	PUNCT
easat-3292	306	5	2023	2023	NUM
easat-3292	306	6	.	.	PUNCT
easat-3292	307	1	https://doi.org/10.21303/2461-4262.2023.002994	https://doi.org/10.21303/2461-4262.2023.002994	X
easat-3292	308	1	[	[	X
easat-3292	308	2	38	38	NUM
easat-3292	308	3	]	]	PUNCT
easat-3292	308	4	38	38	NUM
easat-3292	308	5	.	.	PUNCT
easat-3292	309	1	v.	v.	CCONJ
easat-3292	309	2	ravlyuk	ravlyuk	PROPN
easat-3292	309	3	,	,	PUNCT
easat-3292	309	4	m.	m.	NOUN
easat-3292	309	5	ravliuk	ravliuk	PROPN
easat-3292	309	6	,	,	PUNCT
easat-3292	309	7	v.	v.	ADP
easat-3292	309	8	hrebeniuk	hrebeniuk	NOUN
easat-3292	309	9	,	,	PUNCT
easat-3292	309	10	and	and	CCONJ
easat-3292	309	11	v.	v.	ADP
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easat-3292	309	22	emergence	emergence	NOUN
easat-3292	309	23	of	of	ADP
easat-3292	309	24	the	the	DET
easat-3292	309	25	excessive	excessive	ADJ
easat-3292	309	26	wear	wear	NOUN
easat-3292	309	27	for	for	ADP
easat-3292	309	28	the	the	DET
easat-3292	309	29	brake	brake	NOUN
easat-3292	309	30	pads	pad	NOUN
easat-3292	309	31	of	of	ADP
easat-3292	309	32	freight	freight	NOUN
easat-3292	309	33	car	car	NOUN
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easat-3292	309	35	,	,	PUNCT
easat-3292	309	36	"	"	PUNCT
easat-3292	309	37	iop	iop	NOUN
easat-3292	309	38	conf	conf	NOUN
easat-3292	309	39	.	.	PUNCT
easat-3292	310	1	series	series	NOUN
easat-3292	310	2	:	:	PUNCT
easat-3292	310	3	materials	material	NOUN
easat-3292	310	4	science	science	NOUN
easat-3292	310	5	and	and	CCONJ
easat-3292	310	6	engineering	engineering	NOUN
easat-3292	310	7	,	,	PUNCT
easat-3292	310	8	vol	vol	NOUN
easat-3292	310	9	.	.	PROPN
easat-3292	310	10	708	708	NUM
easat-3292	310	11	,	,	PUNCT
easat-3292	310	12	no	no	INTJ
easat-3292	310	13	.	.	NOUN
easat-3292	310	14	012025	012025	NUM
easat-3292	310	15	,	,	PUNCT
easat-3292	310	16	2019	2019	NUM
easat-3292	310	17	.	.	PUNCT
easat-3292	311	1	https://doi.org/10.1088/1757-899x/708/1/012025	https://doi.org/10.1088/1757-899x/708/1/012025	PROPN
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easat-3292	311	5	https://doi.org/10.1117/12.2615761	https://doi.org/10.1117/12.2615761	VERB
easat-3292	311	6	https://doi.org/10.5815/ijeme.2022.06.04	https://doi.org/10.5815/ijeme.2022.06.04	X
easat-3292	311	7	https://doi.org/10.5815/ijmecs.2023.04.01	https://doi.org/10.5815/ijmecs.2023.04.01	NUM
easat-3292	311	8	https://doi.org/10.5815/ijmecs.2024.04.07	https://doi.org/10.5815/ijmecs.2024.04.07	X
easat-3292	311	9	https://doi.org/10.5815/ijigsp.2022.01.06	https://doi.org/10.5815/ijigsp.2022.01.06	X
easat-3292	311	10	https://doi.org/10.1016/j.jvcir.2019.102610	https://doi.org/10.1016/j.jvcir.2019.102610	PROPN
easat-3292	311	11	https://doi.org/10.5815/ijmecs.2023.06.03	https://doi.org/10.5815/ijmecs.2023.06.03	PROPN
easat-3292	311	12	https://doi.org/10.5815/ijigsp.2024.03.04	https://doi.org/10.5815/ijigsp.2024.03.04	PRON
easat-3292	311	13	https://doi.org/10.5815/ijeme.2023.02.03	https://doi.org/10.5815/ijeme.2023.02.03	ADP
easat-3292	311	14	https://doi.org/10.5815/ijeme.2023.03.05	https://doi.org/10.5815/ijeme.2023.03.05	NOUN
easat-3292	311	15	https://doi.org/10.1088/1757-899x/708/1/012025	https://doi.org/10.1088/1757-899x/708/1/012025	NOUN
easat-3292	311	16	5970	5970	NUM
easat-3292	311	17	edelweiss	edelweiss	PROPN
easat-3292	311	18	applied	apply	VERB
easat-3292	311	19	science	science	NOUN
easat-3292	311	20	and	and	CCONJ
easat-3292	311	21	technology	technology	NOUN
easat-3292	311	22	issn	issn	PROPN
easat-3292	311	23	:	:	PUNCT
easat-3292	311	24	2576	2576	NUM
easat-3292	311	25	-	-	SYM
easat-3292	311	26	8484	8484	NUM
easat-3292	311	27	vol	vol	NOUN
easat-3292	311	28	.	.	PROPN
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easat-3292	311	30	,	,	PUNCT
easat-3292	311	31	no	no	INTJ
easat-3292	311	32	.	.	NOUN
easat-3292	312	1	6	6	NUM
easat-3292	312	2	:	:	SYM
easat-3292	312	3	5957	5957	NUM
easat-3292	312	4	-	-	SYM
easat-3292	312	5	5970	5970	NUM
easat-3292	312	6	,	,	PUNCT
easat-3292	312	7	2024	2024	NUM
easat-3292	312	8	doi	doi	NOUN
easat-3292	312	9	:	:	PUNCT
easat-3292	312	10	10.55214/25768484.v8i6.3292	10.55214/25768484.v8i6.3292	NUM
easat-3292	312	11	©	©	ADP
easat-3292	312	12	2024	2024	NUM
easat-3292	312	13	by	by	ADP
easat-3292	312	14	the	the	DET
easat-3292	312	15	authors	author	NOUN
easat-3292	312	16	;	;	PUNCT
easat-3292	312	17	licensee	licensee	PROPN
easat-3292	312	18	learning	learning	NOUN
easat-3292	312	19	gate	gate	NOUN
easat-3292	313	1	[	[	X
easat-3292	313	2	39	39	NUM
easat-3292	313	3	]	]	PUNCT
easat-3292	313	4	instruktsiia	instruktsiia	VERB
easat-3292	313	5	z	z	PROPN
easat-3292	313	6	remontu	remontu	PROPN
easat-3292	313	7	halmovoho	halmovoho	NOUN
easat-3292	313	8	obladnannia	obladnannia	PROPN
easat-3292	313	9	vahoniv	vahoniv	ADJ
easat-3292	313	10	:	:	PUNCT
easat-3292	313	11	tsv	tsv	NOUN
easat-3292	313	12	tsl	tsl	NOUN
easat-3292	313	13	0013	0013	NUM
easat-3292	314	1	[	[	X
easat-3292	314	2	repair	repair	NOUN
easat-3292	314	3	instructions	instruction	NOUN
easat-3292	314	4	:	:	PUNCT
easat-3292	314	5	tsv	tsv	NOUN
easat-3292	314	6	tsl	tsl	NOUN
easat-3292	314	7	0013	0013	NUM
easat-3292	314	8	]	]	PUNCT
easat-3292	314	9	.	.	PUNCT
easat-3292	314	10	2004	2004	NUM
easat-3292	314	11	.	.	PUNCT
easat-3292	315	1	160	160	NUM
easat-3292	315	2	p.	p.	NOUN
easat-3292	316	1	[	[	X
easat-3292	316	2	40	40	NUM
easat-3292	316	3	]	]	PUNCT
easat-3292	316	4	instruktsiia	instruktsiia	VERB
easat-3292	316	5	z	z	PROPN
easat-3292	316	6	ekspluatatsii	ekspluatatsii	PROPN
easat-3292	316	7	halm	halm	PROPN
easat-3292	316	8	rukhomoho	rukhomoho	NOUN
easat-3292	316	9	skladu	skladu	VERB
easat-3292	316	10	na	na	ADP
easat-3292	316	11	zaliznytsiakh	zaliznytsiakh	PROPN
easat-3292	316	12	ukrainy	ukrainy	NOUN
easat-3292	316	13	:	:	PUNCT
easat-3292	316	14	tst	tst	NOUN
easat-3292	316	15	tsv	tsv	NOUN
easat-3292	316	16	tsl	tsl	PROPN
easat-3292	316	17	0015	0015	NUM
easat-3292	317	1	[	[	X
easat-3292	317	2	operating	operate	VERB
easat-3292	317	3	instructions	instruction	NOUN
easat-3292	317	4	for	for	ADP
easat-3292	317	5	rolling	roll	VERB
easat-3292	317	6	stock	stock	NOUN
easat-3292	317	7	brakes	brake	NOUN
easat-3292	317	8	:	:	PUNCT
easat-3292	317	9	tst	tst	NOUN
easat-3292	317	10	tsv	tsv	PROPN
easat-3292	317	11	tsl	tsl	PROPN
easat-3292	317	12	0015	0015	NUM
easat-3292	317	13	]	]	PUNCT
easat-3292	317	14	.	.	PUNCT
easat-3292	318	1	2004	2004	NUM
easat-3292	318	2	.	.	PUNCT
easat-3292	319	1	146	146	NUM
easat-3292	319	2	p.	p.	NOUN
easat-3292	320	1	[	[	X
easat-3292	320	2	41	41	NUM
easat-3292	320	3	]	]	X
easat-3292	320	4	pravyla	pravyla	NOUN
easat-3292	320	5	tekhnichnoi	tekhnichnoi	PROPN
easat-3292	320	6	ekspluatatsii	ekspluatatsii	PROPN
easat-3292	320	7	zaliznyts	zaliznyts	PROPN
easat-3292	320	8	ukrainy	ukrainy	PROPN
easat-3292	321	1	[	[	X
easat-3292	321	2	rules	rule	NOUN
easat-3292	321	3	of	of	ADP
easat-3292	321	4	technical	technical	ADJ
easat-3292	321	5	operation	operation	NOUN
easat-3292	321	6	of	of	ADP
easat-3292	321	7	railways	railway	NOUN
easat-3292	321	8	of	of	ADP
easat-3292	321	9	ukraine	ukraine	NOUN
easat-3292	321	10	]	]	PUNCT
easat-3292	321	11	.	.	PUNCT
easat-3292	322	1	2002	2002	NUM
easat-3292	322	2	.	.	PUNCT
easat-3292	323	1	133	133	NUM
easat-3292	323	2	p.	p.	NOUN
easat-3292	324	1	[	[	X
easat-3292	324	2	42	42	NUM
easat-3292	324	3	]	]	X
easat-3292	324	4	l.	l.	PROPN
easat-3292	324	5	v.	v.	CCONJ
easat-3292	324	6	kamkina	kamkina	PROPN
easat-3292	324	7	,	,	PUNCT
easat-3292	324	8	a.	a.	NOUN
easat-3292	324	9	a.	a.	NOUN
easat-3292	324	10	nadtochii	nadtochii	PROPN
easat-3292	324	11	,	,	PUNCT
easat-3292	324	12	a.	a.	NOUN
easat-3292	324	13	m.	m.	NOUN
easat-3292	324	14	hryshyn	hryshyn	PROPN
easat-3292	324	15	,	,	PUNCT
easat-3292	324	16	yu	yu	PROPN
easat-3292	324	17	.	.	PROPN
easat-3292	324	18	d.	d.	PROPN
easat-3292	324	19	stohnii	stohnii	PROPN
easat-3292	324	20	,	,	PUNCT
easat-3292	324	21	osnovy	osnovy	ADJ
easat-3292	324	22	naukovykh	naukovykh	PROPN
easat-3292	324	23	doslidzhen	doslidzhen	PROPN
easat-3292	324	24	:	:	PUNCT
easat-3292	324	25	navchalnyi	navchalnyi	PROPN
easat-3292	324	26	posibnyk	posibnyk	VERB
easat-3292	324	27	[	[	PUNCT
easat-3292	324	28	fundamentals	fundamental	NOUN
easat-3292	324	29	of	of	ADP
easat-3292	324	30	scientific	scientific	ADJ
easat-3292	324	31	research	research	NOUN
easat-3292	324	32	:	:	PUNCT
easat-3292	324	33	a	a	DET
easat-3292	324	34	study	study	NOUN
easat-3292	324	35	guide	guide	NOUN
easat-3292	324	36	]	]	PUNCT
easat-3292	324	37	.	.	PUNCT
easat-3292	325	1	2013	2013	NUM
easat-3292	325	2	.	.	PUNCT
easat-3292	326	1	89	89	NUM
easat-3292	326	2	p.	p.	NOUN
easat-3292	327	1	[	[	X
easat-3292	327	2	43	43	NUM
easat-3292	327	3	]	]	X
easat-3292	327	4	l.	l.	PROPN
easat-3292	327	5	l.	l.	PROPN
easat-3292	327	6	dzhavala	dzhavala	PROPN
easat-3292	327	7	,	,	PUNCT
easat-3292	327	8	yu	yu	PROPN
easat-3292	327	9	.	.	PROPN
easat-3292	327	10	m.	m.	PROPN
easat-3292	327	11	sliusarchuk	sliusarchuk	PROPN
easat-3292	327	12	,	,	PUNCT
easat-3292	327	13	y.	y.	PROPN
easat-3292	327	14	ya	ya	PROPN
easat-3292	327	15	.	.	PROPN
easat-3292	327	16	khromiak	khromiak	PROPN
easat-3292	327	17	,	,	PUNCT
easat-3292	327	18	v.	v.	ADP
easat-3292	327	19	m.	m.	PROPN
easat-3292	327	20	tsymbal	tsymbal	PROPN
easat-3292	327	21	,	,	PUNCT
easat-3292	327	22	teoriia	teoriia	ADP
easat-3292	327	23	ymovirnostei	ymovirnostei	PROPN
easat-3292	327	24	,	,	PUNCT
easat-3292	327	25	matematychna	matematychna	PROPN
easat-3292	327	26	statystyka	statystyka	PROPN
easat-3292	327	27	ta	ta	PROPN
easat-3292	327	28	imovirnisni	imovirnisni	PROPN
easat-3292	327	29	protsesy	protsesy	PROPN
easat-3292	327	30	:	:	PUNCT
easat-3292	327	31	navchalnyi	navchalnyi	PROPN
easat-3292	327	32	posibnyk	posibnyk	VERB
easat-3292	327	33	[	[	PUNCT
easat-3292	327	34	fundamentals	fundamental	NOUN
easat-3292	327	35	of	of	ADP
easat-3292	327	36	scientific	scientific	ADJ
easat-3292	327	37	research	research	NOUN
easat-3292	327	38	:	:	PUNCT
easat-3292	327	39	a	a	DET
easat-3292	327	40	study	study	NOUN
easat-3292	327	41	guide	guide	NOUN
easat-3292	327	42	]	]	PUNCT
easat-3292	327	43	.	.	PUNCT
easat-3292	328	1	2015	2015	NUM
easat-3292	328	2	.	.	PUNCT
easat-3292	329	1	364p	364p	NOUN
easat-3292	329	2	.	.	PUNCT
easat-3292	330	1	[	[	X
easat-3292	330	2	44	44	NUM
easat-3292	330	3	]	]	PUNCT
easat-3292	330	4	s.	s.	PROPN
easat-3292	330	5	panchenko	panchenko	PROPN
easat-3292	330	6	,	,	PUNCT
easat-3292	330	7	a.	a.	NOUN
easat-3292	330	8	lovska	lovska	PROPN
easat-3292	330	9	,	,	PUNCT
easat-3292	330	10	v.	v.	PROPN
easat-3292	330	11	ravlyuk	ravlyuk	PROPN
easat-3292	330	12	,	,	PUNCT
easat-3292	330	13	a.	a.	NOUN
easat-3292	330	14	babenko	babenko	PROPN
easat-3292	330	15	,	,	PUNCT
easat-3292	330	16	o.	o.	PROPN
easat-3292	330	17	derevyanchuk	derevyanchuk	PROPN
easat-3292	330	18	,	,	PUNCT
easat-3292	330	19	o.	o.	PROPN
easat-3292	330	20	zharov	zharov	PROPN
easat-3292	330	21	,	,	PUNCT
easat-3292	330	22	and	and	CCONJ
easat-3292	330	23	y.	y.	PROPN
easat-3292	330	24	derevianchuk	derevianchuk	PROPN
easat-3292	330	25	,	,	PUNCT
easat-3292	330	26	"	"	PUNCT
easat-3292	330	27	detecting	detect	VERB
easat-3292	330	28	the	the	DET
easat-3292	330	29	influence	influence	NOUN
easat-3292	330	30	of	of	ADP
easat-3292	330	31	uneven	uneven	ADJ
easat-3292	330	32	loading	loading	NOUN
easat-3292	330	33	of	of	ADP
easat-3292	330	34	the	the	DET
easat-3292	330	35	brake	brake	NOUN
easat-3292	330	36	shoe	shoe	NOUN
easat-3292	330	37	in	in	ADP
easat-3292	330	38	a	a	DET
easat-3292	330	39	freight	freight	NOUN
easat-3292	330	40	car	car	NOUN
easat-3292	330	41	bogie	bogie	NOUN
easat-3292	330	42	on	on	ADP
easat-3292	330	43	its	its	PRON
easat-3292	330	44	strength	strength	NOUN
easat-3292	330	45	,	,	PUNCT
easat-3292	330	46	"	"	PUNCT
easat-3292	330	47	eastern	eastern	ADJ
easat-3292	330	48	-	-	PUNCT
easat-3292	330	49	european	european	ADJ
easat-3292	330	50	journal	journal	NOUN
easat-3292	330	51	of	of	ADP
easat-3292	330	52	enterprise	enterprise	NOUN
easat-3292	330	53	technologies	technology	NOUN
easat-3292	330	54	,	,	PUNCT
easat-3292	330	55	vol	vol	NOUN
easat-3292	330	56	.	.	PROPN
easat-3292	330	57	5	5	NUM
easat-3292	330	58	,	,	PUNCT
easat-3292	330	59	no	no	INTJ
easat-3292	330	60	.	.	NOUN
easat-3292	330	61	7(125	7(125	NUM
easat-3292	330	62	)	)	PUNCT
easat-3292	330	63	,	,	PUNCT
easat-3292	330	64	pp	pp	ADP
easat-3292	330	65	.	.	PUNCT
easat-3292	331	1	6	6	NUM
easat-3292	331	2	-	-	SYM
easat-3292	331	3	13	13	NUM
easat-3292	331	4	.	.	PUNCT
easat-3292	332	1	2023	2023	NUM
easat-3292	332	2	https://doi.org/10.15587/1729-4061.2023.287791	https://doi.org/10.15587/1729-4061.2023.287791	X
easat-3292	333	1	[	[	X
easat-3292	333	2	45	45	NUM
easat-3292	333	3	]	]	X
easat-3292	333	4	s.	s.	PROPN
easat-3292	333	5	panchenko	panchenko	PROPN
easat-3292	333	6	,	,	PUNCT
easat-3292	333	7	j.	j.	PROPN
easat-3292	333	8	gerlici	gerlici	PROPN
easat-3292	333	9	,	,	PUNCT
easat-3292	333	10	a.	a.	NOUN
easat-3292	333	11	lovska	lovska	PROPN
easat-3292	333	12	,	,	PUNCT
easat-3292	333	13	v.	v.	PROPN
easat-3292	333	14	ravlyuk	ravlyuk	PROPN
easat-3292	333	15	,	,	PUNCT
easat-3292	333	16	j.	j.	PROPN
easat-3292	333	17	dižo	dižo	PROPN
easat-3292	333	18	,	,	PUNCT
easat-3292	333	19	j.	j.	PROPN
easat-3292	333	20	harušinec	harušinec	PROPN
easat-3292	333	21	,	,	PUNCT
easat-3292	333	22	"	"	PUNCT
easat-3292	333	23	study	study	NOUN
easat-3292	333	24	on	on	ADP
easat-3292	333	25	the	the	DET
easat-3292	333	26	strength	strength	NOUN
easat-3292	333	27	of	of	ADP
easat-3292	333	28	the	the	DET
easat-3292	333	29	brake	brake	NOUN
easat-3292	333	30	pad	pad	NOUN
easat-3292	333	31	of	of	ADP
easat-3292	333	32	a	a	DET
easat-3292	333	33	freight	freight	NOUN
easat-3292	333	34	wagon	wagon	NOUN
easat-3292	333	35	under	under	ADP
easat-3292	333	36	uneven	uneven	ADJ
easat-3292	333	37	loading	loading	NOUN
easat-3292	333	38	in	in	ADP
easat-3292	333	39	operation	operation	NOUN
easat-3292	333	40	,	,	PUNCT
easat-3292	333	41	"	"	PUNCT
easat-3292	333	42	sensors	sensor	NOUN
easat-3292	333	43	,	,	PUNCT
easat-3292	333	44	vol	vol	NOUN
easat-3292	333	45	.	.	PROPN
easat-3292	334	1	24	24	NUM
easat-3292	334	2	,	,	PUNCT
easat-3292	334	3	no	no	INTJ
easat-3292	334	4	.	.	NOUN
easat-3292	334	5	2	2	NUM
easat-3292	334	6	:	:	SYM
easat-3292	334	7	463	463	NUM
easat-3292	334	8	,	,	PUNCT
easat-3292	334	9	2024	2024	NUM
easat-3292	334	10	.	.	PUNCT
easat-3292	335	1	https://doi.org/10.3390/s24020463	https://doi.org/10.3390/s24020463	NUM
easat-3292	336	1	[	[	X
easat-3292	336	2	46	46	NUM
easat-3292	336	3	]	]	X
easat-3292	336	4	vahony	vahony	PROPN
easat-3292	336	5	vantazhni	vantazhni	PROPN
easat-3292	336	6	.	.	PUNCT
easat-3292	336	7	systema	systema	PROPN
easat-3292	336	8	tekhnichnoho	tekhnichnoho	PROPN
easat-3292	336	9	obsluhovuvannia	obsluhovuvannia	PROPN
easat-3292	336	10	ta	ta	PART
easat-3292	336	11	remontu	remontu	PROPN
easat-3292	336	12	za	za	PROPN
easat-3292	336	13	tekhnichnym	tekhnichnym	PROPN
easat-3292	336	14	stanom	stanom	NOUN
easat-3292	336	15	:	:	PUNCT
easat-3292	336	16	stp	stp	PROPN
easat-3292	336	17	04	04	NUM
easat-3292	336	18	010:2018	010:2018	NUM
easat-3292	337	1	[	[	X
easat-3292	337	2	freight	freight	NOUN
easat-3292	337	3	cars	car	NOUN
easat-3292	337	4	.	.	PUNCT
easat-3292	338	1	maintenance	maintenance	NOUN
easat-3292	338	2	and	and	CCONJ
easat-3292	338	3	repair	repair	NOUN
easat-3292	338	4	system	system	NOUN
easat-3292	338	5	according	accord	VERB
easat-3292	338	6	to	to	ADP
easat-3292	338	7	technical	technical	ADJ
easat-3292	338	8	condition	condition	NOUN
easat-3292	338	9	:	:	PUNCT
easat-3292	338	10	stp	stp	ADJ
easat-3292	338	11	04	04	NUM
easat-3292	338	12	010:2018	010:2018	NOUN
easat-3292	338	13	]	]	X
easat-3292	338	14	2018	2018	NUM
easat-3292	338	15	.	.	PUNCT
easat-3292	339	1	25	25	NUM
easat-3292	339	2	p.	p.	NOUN
easat-3292	340	1	[	[	X
easat-3292	340	2	47	47	NUM
easat-3292	340	3	]	]	X
easat-3292	340	4	v.	v.	PROPN
easat-3292	340	5	g.	g.	PROPN
easat-3292	340	6	ravlyuk	ravlyuk	PROPN
easat-3292	340	7	,	,	PUNCT
easat-3292	340	8	"	"	PUNCT
easat-3292	340	9	determining	determine	VERB
easat-3292	340	10	the	the	DET
easat-3292	340	11	technical	technical	ADJ
easat-3292	340	12	condition	condition	NOUN
easat-3292	340	13	of	of	ADP
easat-3292	340	14	rolling	roll	VERB
easat-3292	340	15	stock	stock	NOUN
easat-3292	340	16	bushings	bushing	NOUN
easat-3292	340	17	by	by	ADP
easat-3292	340	18	means	mean	NOUN
easat-3292	340	19	of	of	ADP
easat-3292	340	20	vibration	vibration	NOUN
easat-3292	340	21	diagnostics	diagnostic	NOUN
easat-3292	340	22	,	,	PUNCT
easat-3292	340	23	"	"	PUNCT
easat-3292	340	24	eastern	eastern	ADJ
easat-3292	340	25	european	european	PROPN
easat-3292	340	26	journal	journal	PROPN
easat-3292	340	27	of	of	ADP
easat-3292	340	28	advanced	advanced	ADJ
easat-3292	340	29	technologies	technology	NOUN
easat-3292	340	30	,	,	PUNCT
easat-3292	340	31	vol	vol	NOUN
easat-3292	340	32	.	.	PROPN
easat-3292	340	33	2	2	NUM
easat-3292	340	34	,	,	PUNCT
easat-3292	340	35	no	no	DET
easat-3292	340	36	7(74	7(74	NOUN
easat-3292	340	37	)	)	PUNCT
easat-3292	340	38	,	,	PUNCT
easat-3292	340	39	pp	pp	ADP
easat-3292	340	40	.	.	PUNCT
easat-3292	341	1	11	11	NUM
easat-3292	341	2	-	-	SYM
easat-3292	341	3	15	15	NUM
easat-3292	341	4	,	,	PUNCT
easat-3292	341	5	2015	2015	NUM
easat-3292	341	6	.	.	PUNCT
easat-3292	342	1	https://doi.org/10.15587/17294061.2015.39036	https://doi.org/10.15587/17294061.2015.39036	PUNCT
easat-3292	343	1	[	[	X
easat-3292	343	2	48	48	NUM
easat-3292	343	3	]	]	X
easat-3292	343	4	v.	v.	PROPN
easat-3292	343	5	v.	v.	CCONJ
easat-3292	343	6	bondarenko	bondarenko	PROPN
easat-3292	343	7	,	,	PUNCT
easat-3292	343	8	d.	d.	PROPN
easat-3292	343	9	i.	i.	PROPN
easat-3292	343	10	skurikhin	skurikhin	PROPN
easat-3292	343	11	,	,	PUNCT
easat-3292	343	12	r.	r.	PROPN
easat-3292	343	13	i.	i.	PROPN
easat-3292	343	14	vizniak	vizniak	PROPN
easat-3292	343	15	,	,	PUNCT
easat-3292	343	16	v.	v.	PROPN
easat-3292	343	17	h.	h.	PROPN
easat-3292	343	18	ravlyuk	ravlyuk	PROPN
easat-3292	343	19	,	,	PUNCT
easat-3292	343	20	and	and	CCONJ
easat-3292	343	21	v.	v.	PROPN
easat-3292	343	22	i.	i.	PROPN
easat-3292	343	23	skurikhin	skurikhin	PROPN
easat-3292	343	24	,	,	PUNCT
easat-3292	343	25	"	"	PUNCT
easat-3292	343	26	experimental	experimental	ADJ
easat-3292	343	27	study	study	NOUN
easat-3292	343	28	of	of	ADP
easat-3292	343	29	the	the	DET
easat-3292	343	30	method	method	NOUN
easat-3292	343	31	and	and	CCONJ
easat-3292	343	32	device	device	NOUN
easat-3292	343	33	for	for	ADP
easat-3292	343	34	wheel	wheel	NOUN
easat-3292	343	35	-	-	PUNCT
easat-3292	343	36	sets	set	NOUN
easat-3292	343	37	acoustic	acoustic	ADJ
easat-3292	343	38	monitoring	monitoring	NOUN
easat-3292	343	39	of	of	ADP
easat-3292	343	40	railway	railway	NOUN
easat-3292	343	41	cars	car	NOUN
easat-3292	343	42	in	in	ADP
easat-3292	343	43	motion	motion	NOUN
easat-3292	343	44	,	,	PUNCT
easat-3292	343	45	"	"	PUNCT
easat-3292	343	46	naukovyi	naukovyi	NOUN
easat-3292	343	47	visnyk	visnyk	VERB
easat-3292	343	48	natsionalnoho	natsionalnoho	NOUN
easat-3292	343	49	hirnychoho	hirnychoho	NOUN
easat-3292	343	50	universytetu	universytetu	NOUN
easat-3292	343	51	,	,	PUNCT
easat-3292	343	52	no	no	INTJ
easat-3292	343	53	.	.	NOUN
easat-3292	343	54	4	4	NUM
easat-3292	343	55	,	,	PUNCT
easat-3292	343	56	pp	pp	ADJ
easat-3292	343	57	.	.	PUNCT
easat-3292	344	1	30	30	NUM
easat-3292	344	2	-	-	SYM
easat-3292	344	3	36	36	NUM
easat-3292	344	4	,	,	PUNCT
easat-3292	344	5	2019	2019	NUM
easat-3292	344	6	.	.	PUNCT
easat-3292	345	1	https://doi.org/10.29202/nvngu/2019-4/7	https://doi.org/10.29202/nvngu/2019-4/7	NOUN
easat-3292	346	1	[	[	X
easat-3292	346	2	49	49	NUM
easat-3292	346	3	]	]	PUNCT
easat-3292	346	4	v.	v.	PROPN
easat-3292	346	5	g.	g.	PROPN
easat-3292	346	6	ravlyuk	ravlyuk	PROPN
easat-3292	346	7	,	,	PUNCT
easat-3292	346	8	s.	s.	PROPN
easat-3292	346	9	v.	v.	PROPN
easat-3292	346	10	mykhalkiv	mykhalkiv	PROPN
easat-3292	346	11	,	,	PUNCT
easat-3292	346	12	a.	a.	PROPN
easat-3292	346	13	v.	v.	PROPN
easat-3292	346	14	rybin	rybin	PROPN
easat-3292	346	15	,	,	PUNCT
easat-3292	346	16	ia	ia	PROPN
easat-3292	346	17	.	.	PROPN
easat-3292	347	1	v.	v.	PROPN
easat-3292	347	2	derevianchuk	derevianchuk	PROPN
easat-3292	347	3	,	,	PUNCT
easat-3292	347	4	o.	o.	PROPN
easat-3292	347	5	a.	a.	PROPN
easat-3292	347	6	plakhtiy	plakhtiy	PROPN
easat-3292	347	7	,	,	PUNCT
easat-3292	347	8	"	"	PUNCT
easat-3292	347	9	forecasting	forecasting	NOUN
easat-3292	347	10	of	of	ADP
easat-3292	347	11	wear	wear	NOUN
easat-3292	347	12	of	of	ADP
easat-3292	347	13	pads	pad	NOUN
easat-3292	347	14	of	of	ADP
easat-3292	347	15	modernized	modernized	ADJ
easat-3292	347	16	brake	brake	NOUN
easat-3292	347	17	system	system	NOUN
easat-3292	347	18	devices	device	NOUN
easat-3292	347	19	of	of	ADP
easat-3292	347	20	bogies	bogie	NOUN
easat-3292	347	21	of	of	ADP
easat-3292	347	22	freight	freight	NOUN
easat-3292	347	23	cars	car	NOUN
easat-3292	347	24	using	use	VERB
easat-3292	347	25	arima	arima	NOUN
easat-3292	347	26	models	model	NOUN
easat-3292	347	27	,	,	PUNCT
easat-3292	347	28	"	"	PUNCT
easat-3292	347	29	naukovyi	naukovyi	NOUN
easat-3292	347	30	visnyk	visnyk	VERB
easat-3292	347	31	natsionalnoho	natsionalnoho	NOUN
easat-3292	347	32	hirnychoho	hirnychoho	NOUN
easat-3292	347	33	universytetu	universytetu	NOUN
easat-3292	347	34	,	,	PUNCT
easat-3292	347	35	no	no	INTJ
easat-3292	347	36	.	.	NOUN
easat-3292	348	1	6	6	NUM
easat-3292	348	2	,	,	PUNCT
easat-3292	348	3	pp	pp	ADJ
easat-3292	348	4	.	.	PUNCT
easat-3292	349	1	48	48	NUM
easat-3292	349	2	-	-	SYM
easat-3292	349	3	54	54	NUM
easat-3292	349	4	.	.	PUNCT
easat-3292	350	1	2020	2020	NUM
easat-3292	350	2	.	.	PUNCT
easat-3292	351	1	https://doi.org/10.33271/nvngu/2020-6/048	https://doi.org/10.33271/nvngu/2020-6/048	NOUN
easat-3292	352	1	[	[	X
easat-3292	352	2	50	50	NUM
easat-3292	352	3	]	]	PUNCT
easat-3292	352	4	a.	a.	NOUN
easat-3292	352	5	m.	m.	NOUN
easat-3292	352	6	babaiev	babaiev	PROPN
easat-3292	352	7	,	,	PUNCT
easat-3292	352	8	and	and	CCONJ
easat-3292	352	9	d.	d.	PROPN
easat-3292	352	10	v.	v.	PROPN
easat-3292	352	11	dmytriiev	dmytriiev	PROPN
easat-3292	352	12	.	.	PUNCT
easat-3292	353	1	pryntsyp	pryntsyp	PROPN
easat-3292	353	2	dii	dii	NOUN
easat-3292	353	3	,	,	PUNCT
easat-3292	353	4	rozrakhunky	rozrakhunky	ADJ
easat-3292	353	5	ta	ta	ADP
easat-3292	353	6	osnovy	osnovy	PROPN
easat-3292	353	7	ekspluatatsii	ekspluatatsii	PROPN
easat-3292	353	8	halm	halm	PROPN
easat-3292	353	9	rukhomoho	rukhomoho	PROPN
easat-3292	353	10	skladu	skladu	PROPN
easat-3292	353	11	zaliznyts	zaliznyts	PROPN
easat-3292	353	12	:	:	PUNCT
easat-3292	353	13	navchalnyi	navchalnyi	PROPN
easat-3292	353	14	posibnyk	posibnyk	VERB
easat-3292	353	15	[	[	PUNCT
easat-3292	353	16	fundamentals	fundamental	NOUN
easat-3292	353	17	of	of	ADP
easat-3292	353	18	scientific	scientific	ADJ
easat-3292	353	19	research	research	NOUN
easat-3292	353	20	:	:	PUNCT
easat-3292	353	21	a	a	DET
easat-3292	353	22	study	study	NOUN
easat-3292	353	23	guide	guide	NOUN
easat-3292	353	24	:	:	PUNCT
easat-3292	353	25	a	a	DET
easat-3292	353	26	study	study	NOUN
easat-3292	353	27	guide	guide	NOUN
easat-3292	353	28	]	]	PUNCT
easat-3292	353	29	.	.	PUNCT
easat-3292	354	1	2007	2007	NUM
easat-3292	354	2	.	.	PUNCT
easat-3292	355	1	176	176	NUM
easat-3292	355	2	p.	p.	NOUN
easat-3292	356	1	[	[	X
easat-3292	356	2	51	51	NUM
easat-3292	356	3	]	]	PUNCT
easat-3292	356	4	v.	v.	CCONJ
easat-3292	356	5	ravluyk	ravluyk	PROPN
easat-3292	356	6	,	,	PUNCT
easat-3292	356	7	i.	i.	PROPN
easat-3292	356	8	derevianchuk	derevianchuk	PROPN
easat-3292	356	9	,	,	PUNCT
easat-3292	356	10	i.	i.	PROPN
easat-3292	356	11	afanasenko	afanasenko	PROPN
easat-3292	356	12	,	,	PUNCT
easat-3292	356	13	and	and	CCONJ
easat-3292	356	14	n.	n.	PROPN
easat-3292	356	15	ravluyk	ravluyk	PROPN
easat-3292	356	16	,	,	PUNCT
easat-3292	356	17	"	"	PUNCT
easat-3292	356	18	development	development	NOUN
easat-3292	356	19	of	of	ADP
easat-3292	356	20	electronic	electronic	ADJ
easat-3292	356	21	diagnostic	diagnostic	ADJ
easat-3292	356	22	system	system	NOUN
easat-3292	356	23	for	for	ADP
easat-3292	356	24	improving	improve	VERB
easat-3292	356	25	the	the	DET
easat-3292	356	26	diagnosis	diagnosis	NOUN
easat-3292	356	27	reliability	reliability	NOUN
easat-3292	356	28	of	of	ADP
easat-3292	356	29	passenger	passenger	NOUN
easat-3292	356	30	car	car	NOUN
easat-3292	356	31	brakes	brake	NOUN
easat-3292	356	32	,	,	PUNCT
easat-3292	356	33	"	"	PUNCT
easat-3292	356	34	eastern	eastern	ADJ
easat-3292	356	35	-	-	PUNCT
easat-3292	356	36	european	european	ADJ
easat-3292	356	37	journal	journal	NOUN
easat-3292	356	38	of	of	ADP
easat-3292	356	39	enterprise	enterprise	NOUN
easat-3292	356	40	technologies	technology	NOUN
easat-3292	356	41	,	,	PUNCT
easat-3292	356	42	vol	vol	NOUN
easat-3292	356	43	.	.	PROPN
easat-3292	357	1	2	2	NUM
easat-3292	357	2	,	,	PUNCT
easat-3292	357	3	no	no	INTJ
easat-3292	357	4	.	.	PUNCT
easat-3292	358	1	9(80	9(80	NUM
easat-3292	358	2	)	)	PUNCT
easat-3292	358	3	,	,	PUNCT
easat-3292	359	1	pp	pp	PROPN
easat-3292	359	2	.	.	PUNCT
easat-3292	360	1	35	35	NUM
easat-3292	360	2	-	-	SYM
easat-3292	360	3	41	41	NUM
easat-3292	360	4	,	,	PUNCT
easat-3292	360	5	2016	2016	NUM
easat-3292	360	6	.	.	PUNCT
easat-3292	361	1	https://doi.org/10.15587/1729-4061.2016.66007	https://doi.org/10.15587/1729-4061.2016.66007	PROPN
easat-3292	361	2	https://doi.org/10.15587/1729-4061.2023.287791	https://doi.org/10.15587/1729-4061.2023.287791	PROPN
easat-3292	362	1	https://doi.org/10.3390/s24020463	https://doi.org/10.3390/s24020463	NUM
easat-3292	362	2	https://doi.org/10.15587/1729-4061.2015.39036	https://doi.org/10.15587/1729-4061.2015.39036	PROPN
easat-3292	362	3	https://doi.org/10.15587/1729-4061.2015.39036	https://doi.org/10.15587/1729-4061.2015.39036	PROPN
easat-3292	362	4	https://doi.org/10.33271/nvngu/2020-6/048	https://doi.org/10.33271/nvngu/2020-6/048	NOUN
easat-3292	362	5	https://doi.org/10.15587/1729-4061.2016.66007	https://doi.org/10.15587/1729-4061.2016.66007	PROPN