id	sid	tid	token	lemma	pos
cana-6333	1	1	communications	communication	NOUN
cana-6333	1	2	on	on	ADP
cana-6333	1	3	applied	apply	VERB
cana-6333	1	4	nonlinear	nonlinear	ADJ
cana-6333	1	5	analysis	analysis	NOUN
cana-6333	1	6	issn	issn	NOUN
cana-6333	1	7	:	:	PUNCT
cana-6333	1	8	1074	1074	NUM
cana-6333	1	9	-	-	PUNCT
cana-6333	1	10	133x	133x	NUM
cana-6333	1	11	vol	vol	VERB
cana-6333	1	12	32	32	NUM
cana-6333	1	13	no	no	NOUN
cana-6333	1	14	.	.	PUNCT
cana-6333	2	1	10s	10	NOUN
cana-6333	2	2	(	(	PUNCT
cana-6333	2	3	2025	2025	NUM
cana-6333	2	4	)	)	PUNCT
cana-6333	2	5	3729	3729	NUM
cana-6333	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	2	7	real	real	ADJ
cana-6333	2	8	-	-	PUNCT
cana-6333	2	9	time	time	NOUN
cana-6333	2	10	mobile	mobile	ADJ
cana-6333	2	11	computing	compute	VERB
cana-6333	2	12	architecture	architecture	NOUN
cana-6333	2	13	for	for	ADP
cana-6333	2	14	electric	electric	ADJ
cana-6333	2	15	bus	bus	NOUN
cana-6333	2	16	predictive	predictive	ADJ
cana-6333	2	17	diagnostics	diagnostic	NOUN
cana-6333	2	18	1ankit	1ankit	NUM
cana-6333	2	19	maurya	maurya	NOUN
cana-6333	2	20	2gur	2gur	NUM
cana-6333	2	21	sharan	sharan	PROPN
cana-6333	2	22	kant	kant	PROPN
cana-6333	2	23	3kavi	3kavi	NUM
cana-6333	2	24	bhushan	bhushan	PROPN
cana-6333	2	25	1research	1research	NUM
cana-6333	2	26	scholar	scholar	NOUN
cana-6333	2	27	,	,	PUNCT
cana-6333	2	28	m.tech	m.tech	NOUN
cana-6333	2	29	(	(	PUNCT
cana-6333	2	30	cse	cse	NOUN
cana-6333	2	31	)	)	PUNCT
cana-6333	2	32	,	,	PUNCT
cana-6333	2	33	scriet	scriet	PROPN
cana-6333	2	34	,	,	PUNCT
cana-6333	2	35	chaudhary	chaudhary	PROPN
cana-6333	2	36	charan	charan	PROPN
cana-6333	2	37	singh	singh	PROPN
cana-6333	2	38	university	university	PROPN
cana-6333	2	39	,	,	PUNCT
cana-6333	2	40	meerut	meerut	PROPN
cana-6333	2	41	,	,	PUNCT
cana-6333	2	42	uttar	uttar	PROPN
cana-6333	2	43	pradesh	pradesh	PROPN
cana-6333	2	44	,	,	PUNCT
cana-6333	2	45	india	india	PROPN
cana-6333	2	46	2assistant	2assistant	PROPN
cana-6333	2	47	professor	professor	NOUN
cana-6333	2	48	,	,	PUNCT
cana-6333	2	49	computer	computer	NOUN
cana-6333	2	50	science	science	NOUN
cana-6333	2	51	department	department	PROPN
cana-6333	2	52	,	,	PUNCT
cana-6333	2	53	scriet	scriet	PROPN
cana-6333	2	54	,	,	PUNCT
cana-6333	2	55	ccs	ccs	PROPN
cana-6333	2	56	university	university	PROPN
cana-6333	2	57	,	,	PUNCT
cana-6333	2	58	meerut	meerut	PROPN
cana-6333	2	59	,	,	PUNCT
cana-6333	2	60	uttar	uttar	PROPN
cana-6333	2	61	pradesh	pradesh	PROPN
cana-6333	2	62	,	,	PUNCT
cana-6333	2	63	india	india	PROPN
cana-6333	2	64	3assistant	3assistant	PROPN
cana-6333	2	65	professor	professor	NOUN
cana-6333	2	66	,	,	PUNCT
cana-6333	2	67	computer	computer	NOUN
cana-6333	2	68	science	science	NOUN
cana-6333	2	69	department	department	PROPN
cana-6333	2	70	,	,	PUNCT
cana-6333	2	71	scriet	scriet	PROPN
cana-6333	2	72	,	,	PUNCT
cana-6333	2	73	ccs	ccs	PROPN
cana-6333	2	74	university	university	PROPN
cana-6333	2	75	,	,	PUNCT
cana-6333	2	76	meerut	meerut	PROPN
cana-6333	2	77	,	,	PUNCT
cana-6333	2	78	uttar	uttar	PROPN
cana-6333	2	79	pradesh	pradesh	PROPN
cana-6333	2	80	,	,	PUNCT
cana-6333	2	81	india	india	PROPN
cana-6333	2	82	email	email	NOUN
cana-6333	2	83	.	.	PUNCT
cana-6333	3	1	i	i	PRON
cana-6333	3	2	d	d	NOUN
cana-6333	3	3	1ankitmaurya05092002@gmail.com	1ankitmaurya05092002@gmail.com	PROPN
cana-6333	3	4	,	,	PUNCT
cana-6333	3	5	2gskant9319@gmail.com	2gskant9319@gmail.com	NUM
cana-6333	3	6	,	,	PUNCT
cana-6333	3	7	3kavybhushan@gmail.com	3kavybhushan@gmail.com	NUM
cana-6333	3	8	article	article	NOUN
cana-6333	3	9	history	history	NOUN
cana-6333	3	10	:	:	PUNCT
cana-6333	3	11	received	receive	VERB
cana-6333	3	12	:	:	PUNCT
cana-6333	3	13	04	04	NUM
cana-6333	3	14	-	-	PUNCT
cana-6333	3	15	09	09	NUM
cana-6333	3	16	-	-	PUNCT
cana-6333	3	17	2025	2025	NUM
cana-6333	3	18	revised	revise	VERB
cana-6333	3	19	:	:	PUNCT
cana-6333	3	20	23	23	NUM
cana-6333	3	21	-	-	SYM
cana-6333	3	22	10	10	NUM
cana-6333	3	23	-	-	PUNCT
cana-6333	3	24	2025	2025	NUM
cana-6333	3	25	accepted	accept	VERB
cana-6333	3	26	:	:	PUNCT
cana-6333	3	27	26	26	NUM
cana-6333	3	28	-	-	SYM
cana-6333	3	29	11	11	NUM
cana-6333	3	30	-	-	PUNCT
cana-6333	3	31	2025	2025	NUM
cana-6333	3	32	abstract	abstract	NOUN
cana-6333	3	33	:	:	PUNCT
cana-6333	3	34	electric	electric	ADJ
cana-6333	3	35	buses	bus	NOUN
cana-6333	3	36	are	be	AUX
cana-6333	3	37	widely	widely	ADV
cana-6333	3	38	used	use	VERB
cana-6333	3	39	in	in	ADP
cana-6333	3	40	cities	city	NOUN
cana-6333	3	41	because	because	SCONJ
cana-6333	3	42	they	they	PRON
cana-6333	3	43	are	be	AUX
cana-6333	3	44	quiet	quiet	ADJ
cana-6333	3	45	and	and	CCONJ
cana-6333	3	46	produce	produce	VERB
cana-6333	3	47	no	no	DET
cana-6333	3	48	air	air	NOUN
cana-6333	3	49	pollution	pollution	NOUN
cana-6333	3	50	.	.	PUNCT
cana-6333	4	1	however	however	ADV
cana-6333	4	2	,	,	PUNCT
cana-6333	4	3	they	they	PRON
cana-6333	4	4	may	may	AUX
cana-6333	4	5	stop	stop	VERB
cana-6333	4	6	running	run	VERB
cana-6333	4	7	if	if	SCONJ
cana-6333	4	8	any	any	DET
cana-6333	4	9	part	part	NOUN
cana-6333	4	10	such	such	ADJ
cana-6333	4	11	as	as	ADP
cana-6333	4	12	a	a	DET
cana-6333	4	13	battery	battery	NOUN
cana-6333	4	14	,	,	PUNCT
cana-6333	4	15	motor	motor	NOUN
cana-6333	4	16	,	,	PUNCT
cana-6333	4	17	or	or	CCONJ
cana-6333	4	18	brake	brake	NOUN
cana-6333	4	19	fails	fail	VERB
cana-6333	4	20	.	.	PUNCT
cana-6333	5	1	maintenance	maintenance	NOUN
cana-6333	5	2	teams	team	NOUN
cana-6333	5	3	often	often	ADV
cana-6333	5	4	find	find	VERB
cana-6333	5	5	problems	problem	NOUN
cana-6333	5	6	only	only	ADV
cana-6333	5	7	after	after	ADP
cana-6333	5	8	a	a	DET
cana-6333	5	9	breakdown	breakdown	NOUN
cana-6333	5	10	,	,	PUNCT
cana-6333	5	11	which	which	PRON
cana-6333	5	12	causes	cause	VERB
cana-6333	5	13	delays	delay	NOUN
cana-6333	5	14	and	and	CCONJ
cana-6333	5	15	higher	high	ADJ
cana-6333	5	16	costs	cost	NOUN
cana-6333	5	17	.	.	PUNCT
cana-6333	6	1	this	this	DET
cana-6333	6	2	study	study	NOUN
cana-6333	6	3	introduces	introduce	VERB
cana-6333	6	4	a	a	DET
cana-6333	6	5	real	real	ADJ
cana-6333	6	6	-	-	PUNCT
cana-6333	6	7	time	time	NOUN
cana-6333	6	8	mobile	mobile	ADJ
cana-6333	6	9	computing	computing	NOUN
cana-6333	6	10	system	system	NOUN
cana-6333	6	11	designed	design	VERB
cana-6333	6	12	to	to	PART
cana-6333	6	13	predict	predict	VERB
cana-6333	6	14	and	and	CCONJ
cana-6333	6	15	prevent	prevent	VERB
cana-6333	6	16	bus	bus	NOUN
cana-6333	6	17	failures	failure	NOUN
cana-6333	6	18	.	.	PUNCT
cana-6333	7	1	sensors	sensor	NOUN
cana-6333	7	2	installed	instal	VERB
cana-6333	7	3	on	on	ADP
cana-6333	7	4	the	the	DET
cana-6333	7	5	bus	bus	NOUN
cana-6333	7	6	collect	collect	NOUN
cana-6333	7	7	data	datum	NOUN
cana-6333	7	8	continuously	continuously	ADV
cana-6333	7	9	as	as	SCONJ
cana-6333	7	10	it	it	PRON
cana-6333	7	11	runs	run	VERB
cana-6333	7	12	.	.	PUNCT
cana-6333	8	1	the	the	DET
cana-6333	8	2	data	data	NOUN
cana-6333	8	3	is	be	AUX
cana-6333	8	4	then	then	ADV
cana-6333	8	5	transmitted	transmit	VERB
cana-6333	8	6	over	over	ADP
cana-6333	8	7	mobile	mobile	ADJ
cana-6333	8	8	networks	network	NOUN
cana-6333	8	9	to	to	ADP
cana-6333	8	10	a	a	DET
cana-6333	8	11	big	big	ADJ
cana-6333	8	12	data	datum	NOUN
cana-6333	8	13	platform	platform	NOUN
cana-6333	8	14	,	,	PUNCT
cana-6333	8	15	where	where	SCONJ
cana-6333	8	16	machine	machine	NOUN
cana-6333	8	17	learning	learning	NOUN
cana-6333	8	18	models	model	NOUN
cana-6333	8	19	analyze	analyze	VERB
cana-6333	8	20	it	it	PRON
cana-6333	8	21	to	to	PART
cana-6333	8	22	detect	detect	VERB
cana-6333	8	23	potential	potential	ADJ
cana-6333	8	24	issues	issue	NOUN
cana-6333	8	25	.	.	PUNCT
cana-6333	9	1	when	when	SCONJ
cana-6333	9	2	a	a	DET
cana-6333	9	3	risk	risk	NOUN
cana-6333	9	4	is	be	AUX
cana-6333	9	5	detected	detect	VERB
cana-6333	9	6	,	,	PUNCT
cana-6333	9	7	the	the	DET
cana-6333	9	8	system	system	NOUN
cana-6333	9	9	sends	send	VERB
cana-6333	9	10	alerts	alert	NOUN
cana-6333	9	11	to	to	ADP
cana-6333	9	12	drivers	driver	NOUN
cana-6333	9	13	and	and	CCONJ
cana-6333	9	14	technicians	technician	NOUN
cana-6333	9	15	so	so	SCONJ
cana-6333	9	16	they	they	PRON
cana-6333	9	17	can	can	AUX
cana-6333	9	18	act	act	VERB
cana-6333	9	19	early	early	ADV
cana-6333	9	20	.	.	PUNCT
cana-6333	10	1	experiments	experiment	NOUN
cana-6333	10	2	and	and	CCONJ
cana-6333	10	3	analysis	analysis	NOUN
cana-6333	10	4	show	show	VERB
cana-6333	10	5	that	that	SCONJ
cana-6333	10	6	the	the	DET
cana-6333	10	7	proposed	propose	VERB
cana-6333	10	8	system	system	NOUN
cana-6333	10	9	can	can	AUX
cana-6333	10	10	lower	lower	VERB
cana-6333	10	11	downtime	downtime	NOUN
cana-6333	10	12	,	,	PUNCT
cana-6333	10	13	reduce	reduce	VERB
cana-6333	10	14	cost	cost	NOUN
cana-6333	10	15	,	,	PUNCT
cana-6333	10	16	and	and	CCONJ
cana-6333	10	17	improve	improve	VERB
cana-6333	10	18	passenger	passenger	NOUN
cana-6333	10	19	safety	safety	NOUN
cana-6333	10	20	.	.	PUNCT
cana-6333	11	1	keywords	keyword	NOUN
cana-6333	11	2	:	:	PUNCT
cana-6333	11	3	mobile	mobile	ADJ
cana-6333	11	4	computing	computing	NOUN
cana-6333	11	5	,	,	PUNCT
cana-6333	11	6	predictive	predictive	ADJ
cana-6333	11	7	maintenance	maintenance	NOUN
cana-6333	11	8	,	,	PUNCT
cana-6333	11	9	electric	electric	ADJ
cana-6333	11	10	buses	bus	NOUN
cana-6333	11	11	,	,	PUNCT
cana-6333	11	12	internet	internet	NOUN
cana-6333	11	13	of	of	ADP
cana-6333	11	14	things	thing	NOUN
cana-6333	11	15	(	(	PUNCT
cana-6333	11	16	iot	iot	NOUN
cana-6333	11	17	)	)	PUNCT
cana-6333	11	18	,	,	PUNCT
cana-6333	11	19	big	big	ADJ
cana-6333	11	20	data	datum	NOUN
cana-6333	11	21	analytics	analytic	NOUN
cana-6333	11	22	,	,	PUNCT
cana-6333	11	23	real	real	ADJ
cana-6333	11	24	-	-	PUNCT
cana-6333	11	25	time	time	NOUN
cana-6333	11	26	diagnostics	diagnostic	NOUN
cana-6333	11	27	,	,	PUNCT
cana-6333	11	28	smart	smart	ADJ
cana-6333	11	29	transportation	transportation	NOUN
cana-6333	11	30	,	,	PUNCT
cana-6333	11	31	machine	machine	NOUN
cana-6333	11	32	learning	learning	NOUN
cana-6333	11	33	.	.	PUNCT
cana-6333	12	1	1	1	X
cana-6333	12	2	.	.	X
cana-6333	12	3	introduction	introduction	NOUN
cana-6333	12	4	electric	electric	ADJ
cana-6333	12	5	buses	bus	NOUN
cana-6333	12	6	are	be	AUX
cana-6333	12	7	an	an	DET
cana-6333	12	8	important	important	ADJ
cana-6333	12	9	step	step	NOUN
cana-6333	12	10	toward	toward	ADP
cana-6333	12	11	clean	clean	ADJ
cana-6333	12	12	and	and	CCONJ
cana-6333	12	13	smart	smart	ADJ
cana-6333	12	14	transportation	transportation	NOUN
cana-6333	12	15	.	.	PUNCT
cana-6333	13	1	they	they	PRON
cana-6333	13	2	reduce	reduce	VERB
cana-6333	13	3	air	air	NOUN
cana-6333	13	4	pollution	pollution	NOUN
cana-6333	13	5	and	and	CCONJ
cana-6333	13	6	fuel	fuel	NOUN
cana-6333	13	7	cost	cost	NOUN
cana-6333	13	8	,	,	PUNCT
cana-6333	13	9	but	but	CCONJ
cana-6333	13	10	they	they	PRON
cana-6333	13	11	also	also	ADV
cana-6333	13	12	bring	bring	VERB
cana-6333	13	13	new	new	ADJ
cana-6333	13	14	challenges	challenge	NOUN
cana-6333	13	15	in	in	ADP
cana-6333	13	16	maintenance	maintenance	NOUN
cana-6333	13	17	such	such	ADJ
cana-6333	13	18	as	as	ADP
cana-6333	13	19	batteries	battery	NOUN
cana-6333	13	20	,	,	PUNCT
cana-6333	13	21	motors	motor	NOUN
cana-6333	13	22	and	and	CCONJ
cana-6333	13	23	breaks	break	NOUN
cana-6333	13	24	can	can	AUX
cana-6333	13	25	break	break	VERB
cana-6333	13	26	down	down	ADP
cana-6333	13	27	if	if	SCONJ
cana-6333	13	28	they	they	PRON
cana-6333	13	29	are	be	AUX
cana-6333	13	30	not	not	PART
cana-6333	13	31	monitored	monitor	VERB
cana-6333	13	32	closely	closely	ADV
cana-6333	13	33	.	.	PUNCT
cana-6333	14	1	traditional	traditional	ADJ
cana-6333	14	2	maintenance	maintenance	NOUN
cana-6333	14	3	checks	check	NOUN
cana-6333	14	4	are	be	AUX
cana-6333	14	5	slow	slow	ADJ
cana-6333	14	6	and	and	CCONJ
cana-6333	14	7	may	may	AUX
cana-6333	14	8	miss	miss	VERB
cana-6333	14	9	early	early	ADJ
cana-6333	14	10	signs	sign	NOUN
cana-6333	14	11	of	of	ADP
cana-6333	14	12	damage	damage	NOUN
cana-6333	14	13	.	.	PUNCT
cana-6333	15	1	mobile	mobile	ADJ
cana-6333	15	2	computing	computing	NOUN
cana-6333	15	3	and	and	CCONJ
cana-6333	15	4	internet	internet	NOUN
cana-6333	15	5	of	of	ADP
cana-6333	15	6	things	thing	NOUN
cana-6333	15	7	(	(	PUNCT
cana-6333	15	8	iot	iot	NOUN
cana-6333	15	9	)	)	PUNCT
cana-6333	15	10	technology	technology	NOUN
cana-6333	15	11	allow	allow	VERB
cana-6333	15	12	buses	bus	NOUN
cana-6333	15	13	to	to	PART
cana-6333	15	14	send	send	VERB
cana-6333	15	15	live	live	ADJ
cana-6333	15	16	data	datum	NOUN
cana-6333	15	17	while	while	SCONJ
cana-6333	15	18	running	run	VERB
cana-6333	15	19	.	.	PUNCT
cana-6333	16	1	by	by	ADP
cana-6333	16	2	using	use	VERB
cana-6333	16	3	this	this	DET
cana-6333	16	4	data	datum	NOUN
cana-6333	16	5	,	,	PUNCT
cana-6333	16	6	we	we	PRON
cana-6333	16	7	can	can	AUX
cana-6333	16	8	create	create	VERB
cana-6333	16	9	a	a	DET
cana-6333	16	10	predictive	predictive	ADJ
cana-6333	16	11	system	system	NOUN
cana-6333	16	12	that	that	PRON
cana-6333	16	13	warns	warn	VERB
cana-6333	16	14	about	about	ADP
cana-6333	16	15	faults	fault	NOUN
cana-6333	16	16	before	before	SCONJ
cana-6333	16	17	they	they	PRON
cana-6333	16	18	happen	happen	VERB
cana-6333	16	19	.	.	PUNCT
cana-6333	17	1	this	this	DET
cana-6333	17	2	paper	paper	NOUN
cana-6333	17	3	explains	explain	VERB
cana-6333	17	4	an	an	DET
cana-6333	17	5	architecture	architecture	NOUN
cana-6333	17	6	that	that	PRON
cana-6333	17	7	combines	combine	VERB
cana-6333	17	8	mobile	mobile	ADJ
cana-6333	17	9	computing	computing	NOUN
cana-6333	17	10	,	,	PUNCT
cana-6333	17	11	iot	iot	ADJ
cana-6333	17	12	sensors	sensor	NOUN
cana-6333	17	13	,	,	PUNCT
cana-6333	17	14	and	and	CCONJ
cana-6333	17	15	big	big	ADJ
cana-6333	17	16	data	datum	NOUN
cana-6333	17	17	analytics	analytic	NOUN
cana-6333	17	18	to	to	PART
cana-6333	17	19	diagnose	diagnose	VERB
cana-6333	17	20	problems	problem	NOUN
cana-6333	17	21	in	in	ADP
cana-6333	17	22	real	real	ADJ
cana-6333	17	23	time	time	NOUN
cana-6333	17	24	.	.	PUNCT
cana-6333	18	1	the	the	DET
cana-6333	18	2	main	main	ADJ
cana-6333	18	3	goal	goal	NOUN
cana-6333	18	4	is	be	AUX
cana-6333	18	5	to	to	PART
cana-6333	18	6	improve	improve	VERB
cana-6333	18	7	bus	bus	NOUN
cana-6333	18	8	safety	safety	NOUN
cana-6333	18	9	,	,	PUNCT
cana-6333	18	10	reduce	reduce	VERB
cana-6333	18	11	downtime	downtime	NOUN
cana-6333	18	12	and	and	CCONJ
cana-6333	18	13	support	support	VERB
cana-6333	18	14	the	the	DET
cana-6333	18	15	use	use	NOUN
cana-6333	18	16	of	of	ADP
cana-6333	18	17	electric	electric	ADJ
cana-6333	18	18	transport	transport	NOUN
cana-6333	18	19	in	in	ADP
cana-6333	18	20	smart	smart	ADJ
cana-6333	18	21	cities	city	NOUN
cana-6333	18	22	.	.	PUNCT
cana-6333	19	1	2	2	X
cana-6333	19	2	.	.	X
cana-6333	19	3	literature	literature	NOUN
cana-6333	19	4	review	review	VERB
cana-6333	19	5	many	many	ADJ
cana-6333	19	6	researchers	researcher	NOUN
cana-6333	19	7	have	have	AUX
cana-6333	19	8	examined	examine	VERB
cana-6333	19	9	predictive	predictive	ADJ
cana-6333	19	10	maintenance	maintenance	NOUN
cana-6333	19	11	for	for	ADP
cana-6333	19	12	vehicles	vehicle	NOUN
cana-6333	19	13	such	such	ADJ
cana-6333	19	14	as	as	ADP
cana-6333	19	15	buses	bus	NOUN
cana-6333	19	16	,	,	PUNCT
cana-6333	19	17	cars	car	NOUN
cana-6333	19	18	,	,	PUNCT
cana-6333	19	19	and	and	CCONJ
cana-6333	19	20	trucks	truck	NOUN
cana-6333	20	1	[	[	X
cana-6333	20	2	1	1	NUM
cana-6333	20	3	]	]	PUNCT
cana-6333	20	4	,	,	PUNCT
cana-6333	20	5	[	[	X
cana-6333	20	6	12	12	NUM
cana-6333	20	7	]	]	PUNCT
cana-6333	20	8	.	.	PUNCT
cana-6333	21	1	several	several	ADJ
cana-6333	21	2	studies	study	NOUN
cana-6333	21	3	focus	focus	VERB
cana-6333	21	4	on	on	ADP
cana-6333	21	5	using	use	VERB
cana-6333	21	6	cloud	cloud	NOUN
cana-6333	21	7	computing	computing	NOUN
cana-6333	21	8	to	to	PART
cana-6333	21	9	store	store	VERB
cana-6333	21	10	large	large	ADJ
cana-6333	21	11	volumes	volume	NOUN
cana-6333	21	12	of	of	ADP
cana-6333	21	13	operational	operational	ADJ
cana-6333	21	14	data	datum	NOUN
cana-6333	21	15	and	and	CCONJ
cana-6333	21	16	perform	perform	VERB
cana-6333	21	17	intensive	intensive	ADJ
cana-6333	21	18	analytics	analytic	NOUN
cana-6333	21	19	[	[	X
cana-6333	21	20	2	2	NUM
cana-6333	21	21	]	]	PUNCT
cana-6333	21	22	,	,	PUNCT
cana-6333	21	23	[	[	X
cana-6333	21	24	4	4	NUM
cana-6333	21	25	]	]	PUNCT
cana-6333	21	26	,	,	PUNCT
cana-6333	21	27	[	[	X
cana-6333	21	28	13	13	NUM
cana-6333	21	29	]	]	PUNCT
cana-6333	21	30	.	.	PUNCT
cana-6333	22	1	other	other	ADJ
cana-6333	22	2	work	work	NOUN
cana-6333	22	3	explores	explore	VERB
cana-6333	22	4	the	the	DET
cana-6333	22	5	use	use	NOUN
cana-6333	22	6	of	of	ADP
cana-6333	22	7	iot	iot	ADJ
cana-6333	22	8	sensors	sensor	NOUN
cana-6333	22	9	for	for	ADP
cana-6333	22	10	monitoring	monitor	VERB
cana-6333	22	11	key	key	ADJ
cana-6333	22	12	subsystems	subsystem	NOUN
cana-6333	22	13	,	,	PUNCT
cana-6333	22	14	including	include	VERB
cana-6333	22	15	engines	engine	NOUN
cana-6333	22	16	,	,	PUNCT
cana-6333	22	17	batteries	battery	NOUN
cana-6333	22	18	,	,	PUNCT
cana-6333	22	19	and	and	CCONJ
cana-6333	22	20	braking	brake	VERB
cana-6333	22	21	components	component	NOUN
cana-6333	22	22	[	[	X
cana-6333	22	23	7	7	NUM
cana-6333	22	24	]	]	PUNCT
cana-6333	22	25	,	,	PUNCT
cana-6333	22	26	[	[	X
cana-6333	22	27	11	11	NUM
cana-6333	22	28	]	]	PUNCT
cana-6333	22	29	,	,	PUNCT
cana-6333	22	30	[	[	X
cana-6333	22	31	17	17	NUM
cana-6333	22	32	]	]	PUNCT
cana-6333	22	33	.	.	PUNCT
cana-6333	23	1	some	some	DET
cana-6333	23	2	approaches	approach	NOUN
cana-6333	23	3	also	also	ADV
cana-6333	23	4	investigate	investigate	VERB
cana-6333	23	5	the	the	DET
cana-6333	23	6	role	role	NOUN
cana-6333	23	7	of	of	ADP
cana-6333	23	8	edge	edge	NOUN
cana-6333	23	9	or	or	CCONJ
cana-6333	23	10	fog	fog	NOUN
cana-6333	23	11	nodes	node	NOUN
cana-6333	23	12	in	in	ADP
cana-6333	23	13	transportation	transportation	NOUN
cana-6333	23	14	systems	system	NOUN
cana-6333	23	15	,	,	PUNCT
cana-6333	23	16	but	but	CCONJ
cana-6333	23	17	they	they	PRON
cana-6333	23	18	often	often	ADV
cana-6333	23	19	treat	treat	VERB
cana-6333	23	20	these	these	DET
cana-6333	23	21	nodes	node	NOUN
cana-6333	23	22	only	only	ADV
cana-6333	23	23	as	as	ADP
cana-6333	23	24	gateways	gateway	NOUN
cana-6333	23	25	that	that	PRON
cana-6333	23	26	forward	forward	ADV
cana-6333	23	27	data	datum	NOUN
cana-6333	23	28	to	to	ADP
cana-6333	23	29	the	the	DET
cana-6333	23	30	cloud	cloud	NOUN
cana-6333	23	31	[	[	X
cana-6333	23	32	2	2	NUM
cana-6333	23	33	]	]	PUNCT
cana-6333	23	34	,	,	PUNCT
cana-6333	23	35	[	[	X
cana-6333	23	36	5	5	NUM
cana-6333	23	37	]	]	PUNCT
cana-6333	23	38	,	,	PUNCT
cana-6333	23	39	[	[	X
cana-6333	23	40	13	13	NUM
cana-6333	23	41	]	]	PUNCT
cana-6333	23	42	.	.	PUNCT
cana-6333	24	1	mailto:1ankitmaurya05092002@gmail.com	mailto:1ankitmaurya05092002@gmail.com	X
cana-6333	24	2	mailto:2gskant9319@gmail.com	mailto:2gskant9319@gmail.com	PROPN
cana-6333	24	3	mailto:3kavybhushan@gmail.com	mailto:3kavybhushan@gmail.com	PROPN
cana-6333	24	4	communications	communication	NOUN
cana-6333	24	5	on	on	ADP
cana-6333	24	6	applied	apply	VERB
cana-6333	24	7	nonlinear	nonlinear	ADJ
cana-6333	24	8	analysis	analysis	NOUN
cana-6333	24	9	issn	issn	NOUN
cana-6333	24	10	:	:	PUNCT
cana-6333	24	11	1074	1074	NUM
cana-6333	24	12	-	-	PUNCT
cana-6333	24	13	133x	133x	NUM
cana-6333	24	14	vol	vol	VERB
cana-6333	24	15	32	32	NUM
cana-6333	24	16	no	no	NOUN
cana-6333	24	17	.	.	PUNCT
cana-6333	25	1	10s	10	NOUN
cana-6333	25	2	(	(	PUNCT
cana-6333	25	3	2025	2025	NUM
cana-6333	25	4	)	)	PUNCT
cana-6333	25	5	3730	3730	NUM
cana-6333	25	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	25	7	despite	despite	SCONJ
cana-6333	25	8	these	these	DET
cana-6333	25	9	efforts	effort	NOUN
cana-6333	25	10	,	,	PUNCT
cana-6333	25	11	most	most	ADJ
cana-6333	25	12	existing	exist	VERB
cana-6333	25	13	solutions	solution	NOUN
cana-6333	25	14	depend	depend	VERB
cana-6333	25	15	heavily	heavily	ADV
cana-6333	25	16	on	on	ADP
cana-6333	25	17	remote	remote	ADJ
cana-6333	25	18	servers	server	NOUN
cana-6333	25	19	and	and	CCONJ
cana-6333	25	20	do	do	AUX
cana-6333	25	21	not	not	PART
cana-6333	25	22	fully	fully	ADV
cana-6333	25	23	leverage	leverage	VERB
cana-6333	25	24	the	the	DET
cana-6333	25	25	computational	computational	ADJ
cana-6333	25	26	power	power	NOUN
cana-6333	25	27	of	of	ADP
cana-6333	25	28	mobile	mobile	ADJ
cana-6333	25	29	or	or	CCONJ
cana-6333	25	30	edge	edge	NOUN
cana-6333	25	31	devices	device	NOUN
cana-6333	25	32	installed	instal	VERB
cana-6333	25	33	directly	directly	ADV
cana-6333	25	34	on	on	ADP
cana-6333	25	35	vehicles	vehicle	NOUN
cana-6333	25	36	[	[	X
cana-6333	25	37	5	5	NUM
cana-6333	25	38	]	]	PUNCT
cana-6333	25	39	,	,	PUNCT
cana-6333	25	40	[	[	X
cana-6333	25	41	16	16	NUM
cana-6333	25	42	]	]	PUNCT
cana-6333	25	43	.	.	PUNCT
cana-6333	26	1	many	many	ADJ
cana-6333	26	2	systems	system	NOUN
cana-6333	26	3	collect	collect	VERB
cana-6333	26	4	sensor	sensor	NOUN
cana-6333	26	5	readings	reading	NOUN
cana-6333	26	6	in	in	ADP
cana-6333	26	7	real	real	ADJ
cana-6333	26	8	time	time	NOUN
cana-6333	26	9	but	but	CCONJ
cana-6333	26	10	postpone	postpone	VERB
cana-6333	26	11	detailed	detailed	ADJ
cana-6333	26	12	processing	processing	NOUN
cana-6333	26	13	,	,	PUNCT
cana-6333	26	14	which	which	PRON
cana-6333	26	15	can	can	AUX
cana-6333	26	16	delay	delay	VERB
cana-6333	26	17	fault	fault	VERB
cana-6333	26	18	detection	detection	NOUN
cana-6333	26	19	[	[	X
cana-6333	26	20	4	4	NUM
cana-6333	26	21	]	]	PUNCT
cana-6333	26	22	,	,	PUNCT
cana-6333	26	23	[	[	X
cana-6333	26	24	14	14	NUM
cana-6333	26	25	]	]	PUNCT
cana-6333	26	26	.	.	PUNCT
cana-6333	27	1	only	only	ADV
cana-6333	27	2	a	a	DET
cana-6333	27	3	few	few	ADJ
cana-6333	27	4	works	work	NOUN
cana-6333	27	5	present	present	VERB
cana-6333	27	6	an	an	DET
cana-6333	27	7	end	end	NOUN
cana-6333	27	8	-	-	PUNCT
cana-6333	27	9	to	to	ADP
cana-6333	27	10	-	-	PUNCT
cana-6333	27	11	end	end	NOUN
cana-6333	27	12	pipeline	pipeline	NOUN
cana-6333	27	13	that	that	PRON
cana-6333	27	14	captures	capture	VERB
cana-6333	27	15	,	,	PUNCT
cana-6333	27	16	cleans	clean	NOUN
cana-6333	27	17	,	,	PUNCT
cana-6333	27	18	analyses	analysis	NOUN
cana-6333	27	19	,	,	PUNCT
cana-6333	27	20	and	and	CCONJ
cana-6333	27	21	visualizes	visualize	VERB
cana-6333	27	22	data	datum	NOUN
cana-6333	27	23	while	while	SCONJ
cana-6333	27	24	the	the	DET
cana-6333	27	25	bus	bus	NOUN
cana-6333	27	26	is	be	AUX
cana-6333	27	27	moving	move	VERB
cana-6333	27	28	[	[	PUNCT
cana-6333	27	29	3	3	NUM
cana-6333	27	30	]	]	PUNCT
cana-6333	27	31	,	,	PUNCT
cana-6333	27	32	[	[	X
cana-6333	27	33	14	14	NUM
cana-6333	27	34	]	]	PUNCT
cana-6333	27	35	,	,	PUNCT
cana-6333	27	36	[	[	X
cana-6333	27	37	19	19	NUM
cana-6333	27	38	]	]	PUNCT
cana-6333	27	39	.	.	PUNCT
cana-6333	28	1	our	our	PRON
cana-6333	28	2	research	research	NOUN
cana-6333	28	3	addresses	address	NOUN
cana-6333	28	4	this	this	DET
cana-6333	28	5	gap	gap	NOUN
cana-6333	28	6	by	by	ADP
cana-6333	28	7	proposing	propose	VERB
cana-6333	28	8	a	a	DET
cana-6333	28	9	real	real	ADJ
cana-6333	28	10	-	-	PUNCT
cana-6333	28	11	time	time	NOUN
cana-6333	28	12	predictive	predictive	ADJ
cana-6333	28	13	maintenance	maintenance	NOUN
cana-6333	28	14	framework	framework	NOUN
cana-6333	28	15	that	that	PRON
cana-6333	28	16	runs	run	VERB
cana-6333	28	17	essential	essential	ADJ
cana-6333	28	18	analytics	analytic	NOUN
cana-6333	28	19	on	on	ADP
cana-6333	28	20	lightweight	lightweight	ADJ
cana-6333	28	21	mobile	mobile	ADJ
cana-6333	28	22	or	or	CCONJ
cana-6333	28	23	edge	edge	NOUN
cana-6333	28	24	devices	device	NOUN
cana-6333	28	25	embedded	embed	VERB
cana-6333	28	26	inside	inside	ADP
cana-6333	28	27	electric	electric	ADJ
cana-6333	28	28	buses	bus	NOUN
cana-6333	28	29	.	.	PUNCT
cana-6333	29	1	this	this	DET
cana-6333	29	2	local	local	ADJ
cana-6333	29	3	computation	computation	NOUN
cana-6333	29	4	is	be	AUX
cana-6333	29	5	combined	combine	VERB
cana-6333	29	6	with	with	ADP
cana-6333	29	7	big	big	ADJ
cana-6333	29	8	data	datum	NOUN
cana-6333	29	9	tools	tool	NOUN
cana-6333	29	10	in	in	ADP
cana-6333	29	11	the	the	DET
cana-6333	29	12	cloud	cloud	NOUN
cana-6333	29	13	,	,	PUNCT
cana-6333	29	14	enabling	enable	VERB
cana-6333	29	15	quick	quick	ADJ
cana-6333	29	16	alerts	alert	NOUN
cana-6333	29	17	for	for	ADP
cana-6333	29	18	drivers	driver	NOUN
cana-6333	29	19	and	and	CCONJ
cana-6333	29	20	maintenance	maintenance	NOUN
cana-6333	29	21	staff	staff	NOUN
cana-6333	29	22	[	[	X
cana-6333	29	23	1	1	NUM
cana-6333	29	24	]	]	PUNCT
cana-6333	29	25	,	,	PUNCT
cana-6333	30	1	[	[	X
cana-6333	30	2	3	3	NUM
cana-6333	30	3	]	]	PUNCT
cana-6333	30	4	,	,	PUNCT
cana-6333	30	5	[	[	X
cana-6333	30	6	19	19	NUM
cana-6333	30	7	]	]	PUNCT
cana-6333	30	8	.	.	PUNCT
cana-6333	31	1	such	such	DET
cana-6333	31	2	an	an	DET
cana-6333	31	3	approach	approach	NOUN
cana-6333	31	4	can	can	AUX
cana-6333	31	5	reduce	reduce	VERB
cana-6333	31	6	response	response	NOUN
cana-6333	31	7	time	time	NOUN
cana-6333	31	8	,	,	PUNCT
cana-6333	31	9	enhance	enhance	VERB
cana-6333	31	10	safety	safety	NOUN
cana-6333	31	11	,	,	PUNCT
cana-6333	31	12	and	and	CCONJ
cana-6333	31	13	improve	improve	VERB
cana-6333	31	14	the	the	DET
cana-6333	31	15	operational	operational	ADJ
cana-6333	31	16	availability	availability	NOUN
cana-6333	31	17	of	of	ADP
cana-6333	31	18	buses	bus	NOUN
cana-6333	31	19	[	[	X
cana-6333	31	20	12	12	NUM
cana-6333	31	21	]	]	PUNCT
cana-6333	31	22	,	,	PUNCT
cana-6333	31	23	[	[	X
cana-6333	31	24	18	18	NUM
cana-6333	31	25	]	]	PUNCT
cana-6333	31	26	,	,	PUNCT
cana-6333	31	27	[	[	X
cana-6333	31	28	20	20	NUM
cana-6333	31	29	]	]	PUNCT
cana-6333	31	30	.	.	PUNCT
cana-6333	32	1	3	3	X
cana-6333	32	2	.	.	X
cana-6333	32	3	methodology	methodology	NOUN
cana-6333	32	4	this	this	DET
cana-6333	32	5	section	section	NOUN
cana-6333	32	6	explains	explain	VERB
cana-6333	32	7	how	how	SCONJ
cana-6333	32	8	the	the	DET
cana-6333	32	9	proposed	propose	VERB
cana-6333	32	10	real	real	ADJ
cana-6333	32	11	-	-	PUNCT
cana-6333	32	12	time	time	NOUN
cana-6333	32	13	mobile	mobile	ADJ
cana-6333	32	14	computing	computing	NOUN
cana-6333	32	15	system	system	NOUN
cana-6333	32	16	is	be	AUX
cana-6333	32	17	designed	design	VERB
cana-6333	32	18	and	and	CCONJ
cana-6333	32	19	implemented	implement	VERB
cana-6333	32	20	for	for	ADP
cana-6333	32	21	predictive	predictive	ADJ
cana-6333	32	22	diagnostics	diagnostic	NOUN
cana-6333	32	23	of	of	ADP
cana-6333	32	24	electric	electric	ADJ
cana-6333	32	25	buses	bus	NOUN
cana-6333	32	26	.	.	PUNCT
cana-6333	33	1	the	the	DET
cana-6333	33	2	main	main	ADJ
cana-6333	33	3	goal	goal	NOUN
cana-6333	33	4	is	be	AUX
cana-6333	33	5	to	to	PART
cana-6333	33	6	gather	gather	VERB
cana-6333	33	7	,	,	PUNCT
cana-6333	33	8	process	process	NOUN
cana-6333	33	9	,	,	PUNCT
cana-6333	33	10	and	and	CCONJ
cana-6333	33	11	analyze	analyze	VERB
cana-6333	33	12	data	datum	NOUN
cana-6333	33	13	while	while	SCONJ
cana-6333	33	14	the	the	DET
cana-6333	33	15	vehicle	vehicle	NOUN
cana-6333	33	16	is	be	AUX
cana-6333	33	17	moving	move	VERB
cana-6333	33	18	and	and	CCONJ
cana-6333	33	19	provide	provide	VERB
cana-6333	33	20	quick	quick	ADJ
cana-6333	33	21	warnings	warning	NOUN
cana-6333	33	22	about	about	ADP
cana-6333	33	23	potential	potential	ADJ
cana-6333	33	24	failures	failure	NOUN
cana-6333	33	25	[	[	X
cana-6333	33	26	1	1	NUM
cana-6333	33	27	]	]	PUNCT
cana-6333	33	28	,	,	PUNCT
cana-6333	33	29	[	[	X
cana-6333	33	30	3	3	NUM
cana-6333	33	31	]	]	PUNCT
cana-6333	33	32	,	,	PUNCT
cana-6333	33	33	[	[	X
cana-6333	33	34	5	5	NUM
cana-6333	33	35	]	]	PUNCT
cana-6333	33	36	.	.	PUNCT
cana-6333	34	1	3.1	3.1	NUM
cana-6333	34	2	system	system	NOUN
cana-6333	34	3	architecture	architecture	NOUN
cana-6333	34	4	the	the	DET
cana-6333	34	5	architecture	architecture	NOUN
cana-6333	34	6	has	have	VERB
cana-6333	34	7	three	three	NUM
cana-6333	34	8	main	main	ADJ
cana-6333	34	9	layers	layer	NOUN
cana-6333	34	10	[	[	X
cana-6333	34	11	2	2	NUM
cana-6333	34	12	]	]	PUNCT
cana-6333	34	13	,	,	PUNCT
cana-6333	34	14	[	[	X
cana-6333	34	15	7	7	NUM
cana-6333	34	16	]	]	SYM
cana-6333	34	17	:	:	PUNCT
cana-6333	34	18	3.1.1	3.1.1	NUM
cana-6333	34	19	data	data	NOUN
cana-6333	34	20	collection	collection	NOUN
cana-6333	34	21	layer	layer	NOUN
cana-6333	34	22	iot	iot	NOUN
cana-6333	34	23	sensors	sensor	NOUN
cana-6333	34	24	are	be	AUX
cana-6333	34	25	mounted	mount	VERB
cana-6333	34	26	on	on	ADP
cana-6333	34	27	critical	critical	ADJ
cana-6333	34	28	parts	part	NOUN
cana-6333	34	29	of	of	ADP
cana-6333	34	30	the	the	DET
cana-6333	34	31	bus	bus	NOUN
cana-6333	34	32	such	such	ADJ
cana-6333	34	33	as	as	ADP
cana-6333	34	34	the	the	DET
cana-6333	34	35	battery	battery	NOUN
cana-6333	34	36	pack	pack	NOUN
cana-6333	34	37	,	,	PUNCT
cana-6333	34	38	traction	traction	NOUN
cana-6333	34	39	motor	motor	NOUN
cana-6333	34	40	,	,	PUNCT
cana-6333	34	41	braking	brake	VERB
cana-6333	34	42	units	unit	NOUN
cana-6333	34	43	,	,	PUNCT
cana-6333	34	44	and	and	CCONJ
cana-6333	34	45	temperature	temperature	NOUN
cana-6333	34	46	modules	module	NOUN
cana-6333	34	47	.	.	PUNCT
cana-6333	35	1	they	they	PRON
cana-6333	35	2	measure	measure	VERB
cana-6333	35	3	voltage	voltage	NOUN
cana-6333	35	4	,	,	PUNCT
cana-6333	35	5	current	current	ADJ
cana-6333	35	6	,	,	PUNCT
cana-6333	35	7	vibration	vibration	NOUN
cana-6333	35	8	,	,	PUNCT
cana-6333	35	9	temperature	temperature	NOUN
cana-6333	35	10	,	,	PUNCT
cana-6333	35	11	and	and	CCONJ
cana-6333	35	12	speed	speed	NOUN
cana-6333	35	13	[	[	X
cana-6333	35	14	7	7	NUM
cana-6333	35	15	]	]	PUNCT
cana-6333	35	16	,	,	PUNCT
cana-6333	35	17	[	[	X
cana-6333	35	18	11	11	NUM
cana-6333	35	19	]	]	PUNCT
cana-6333	35	20	.	.	PUNCT
cana-6333	36	1	3.1.2	3.1.2	NUM
cana-6333	36	2	mobile	mobile	ADJ
cana-6333	36	3	computing	computing	NOUN
cana-6333	36	4	layer	layer	NOUN
cana-6333	36	5	a	a	DET
cana-6333	36	6	small	small	ADJ
cana-6333	36	7	edge	edge	NOUN
cana-6333	36	8	computer	computer	NOUN
cana-6333	36	9	or	or	CCONJ
cana-6333	36	10	rugged	rugged	ADJ
cana-6333	36	11	tablet	tablet	NOUN
cana-6333	36	12	is	be	AUX
cana-6333	36	13	installed	instal	VERB
cana-6333	36	14	inside	inside	ADP
cana-6333	36	15	the	the	DET
cana-6333	36	16	bus	bus	NOUN
cana-6333	36	17	.	.	PUNCT
cana-6333	37	1	it	it	PRON
cana-6333	37	2	receives	receive	VERB
cana-6333	37	3	readings	reading	NOUN
cana-6333	37	4	via	via	ADP
cana-6333	37	5	bluetooth	bluetooth	PROPN
cana-6333	37	6	,	,	PUNCT
cana-6333	37	7	can	can	AUX
cana-6333	37	8	bus	bus	VERB
cana-6333	37	9	,	,	PUNCT
cana-6333	37	10	or	or	CCONJ
cana-6333	37	11	wi	wi	PROPN
cana-6333	37	12	-	-	PUNCT
cana-6333	37	13	fi	fi	NOUN
cana-6333	37	14	and	and	CCONJ
cana-6333	37	15	performs	perform	VERB
cana-6333	37	16	simple	simple	ADJ
cana-6333	37	17	filtering	filtering	NOUN
cana-6333	37	18	plus	plus	CCONJ
cana-6333	37	19	lightweight	lightweight	ADJ
cana-6333	37	20	predictive	predictive	ADJ
cana-6333	37	21	algorithms	algorithm	NOUN
cana-6333	37	22	[	[	X
cana-6333	37	23	5	5	NUM
cana-6333	37	24	]	]	PUNCT
cana-6333	37	25	,	,	PUNCT
cana-6333	37	26	[	[	X
cana-6333	37	27	14	14	NUM
cana-6333	37	28	]	]	PUNCT
cana-6333	37	29	.	.	PUNCT
cana-6333	38	1	3.1.3	3.1.3	NUM
cana-6333	38	2	big	big	ADJ
cana-6333	38	3	data	datum	NOUN
cana-6333	38	4	and	and	CCONJ
cana-6333	38	5	cloud	cloud	NOUN
cana-6333	38	6	layer	layer	NOUN
cana-6333	38	7	large	large	ADJ
cana-6333	38	8	data	data	NOUN
cana-6333	38	9	sets	set	NOUN
cana-6333	38	10	are	be	AUX
cana-6333	38	11	uploaded	upload	VERB
cana-6333	38	12	through	through	ADP
cana-6333	38	13	4g/5	4g/5	NUM
cana-6333	38	14	g	g	NOUN
cana-6333	38	15	links	link	NOUN
cana-6333	38	16	to	to	ADP
cana-6333	38	17	a	a	DET
cana-6333	38	18	big	big	ADJ
cana-6333	38	19	data	datum	NOUN
cana-6333	38	20	platform	platform	NOUN
cana-6333	38	21	where	where	SCONJ
cana-6333	38	22	advanced	advanced	ADJ
cana-6333	38	23	machinelearning	machinelearning	NOUN
cana-6333	38	24	models	model	NOUN
cana-6333	38	25	are	be	AUX
cana-6333	38	26	trained	train	VERB
cana-6333	38	27	.	.	PUNCT
cana-6333	39	1	updated	update	VERB
cana-6333	39	2	model	model	NOUN
cana-6333	39	3	parameters	parameter	NOUN
cana-6333	39	4	are	be	AUX
cana-6333	39	5	periodically	periodically	ADV
cana-6333	39	6	sent	send	VERB
cana-6333	39	7	back	back	ADV
cana-6333	39	8	to	to	ADP
cana-6333	39	9	the	the	DET
cana-6333	39	10	on	on	ADP
cana-6333	39	11	-	-	PUNCT
cana-6333	39	12	board	board	NOUN
cana-6333	39	13	device	device	NOUN
cana-6333	39	14	[	[	X
cana-6333	39	15	4	4	NUM
cana-6333	39	16	]	]	PUNCT
cana-6333	39	17	,	,	PUNCT
cana-6333	39	18	[	[	X
cana-6333	39	19	13	13	NUM
cana-6333	39	20	]	]	SYM
cana-6333	39	21	.	.	PUNCT
cana-6333	40	1	3.2	3.2	NUM
cana-6333	40	2	data	data	NOUN
cana-6333	40	3	flow	flow	NOUN
cana-6333	40	4	sensor	sensor	NOUN
cana-6333	40	5	values	value	NOUN
cana-6333	40	6	are	be	AUX
cana-6333	40	7	captured	capture	VERB
cana-6333	40	8	in	in	ADP
cana-6333	40	9	real	real	ADJ
cana-6333	40	10	time	time	NOUN
cana-6333	40	11	.	.	PUNCT
cana-6333	41	1	the	the	DET
cana-6333	41	2	mobile	mobile	ADJ
cana-6333	41	3	device	device	NOUN
cana-6333	41	4	cleans	clean	VERB
cana-6333	41	5	the	the	DET
cana-6333	41	6	data	datum	NOUN
cana-6333	41	7	(	(	PUNCT
cana-6333	41	8	noise	noise	NOUN
cana-6333	41	9	removal	removal	NOUN
cana-6333	41	10	,	,	PUNCT
cana-6333	41	11	filling	fill	VERB
cana-6333	41	12	missing	missing	ADJ
cana-6333	41	13	points	point	NOUN
cana-6333	41	14	)	)	PUNCT
cana-6333	41	15	and	and	CCONJ
cana-6333	41	16	extracts	extract	VERB
cana-6333	41	17	key	key	ADJ
cana-6333	41	18	indicators	indicator	NOUN
cana-6333	41	19	such	such	ADJ
cana-6333	41	20	as	as	ADP
cana-6333	41	21	voltage	voltage	NOUN
cana-6333	41	22	trends	trend	NOUN
cana-6333	41	23	,	,	PUNCT
cana-6333	41	24	brake	brake	NOUN
cana-6333	41	25	wear	wear	NOUN
cana-6333	41	26	,	,	PUNCT
cana-6333	41	27	or	or	CCONJ
cana-6333	41	28	rising	rise	VERB
cana-6333	41	29	temperature	temperature	NOUN
cana-6333	41	30	[	[	X
cana-6333	41	31	1	1	NUM
cana-6333	41	32	]	]	PUNCT
cana-6333	41	33	,	,	PUNCT
cana-6333	41	34	[	[	X
cana-6333	41	35	17	17	NUM
cana-6333	41	36	]	]	PUNCT
cana-6333	41	37	.	.	PUNCT
cana-6333	42	1	the	the	DET
cana-6333	42	2	on	on	ADP
cana-6333	42	3	-	-	PUNCT
cana-6333	42	4	board	board	NOUN
cana-6333	42	5	model	model	NOUN
cana-6333	42	6	evaluates	evaluate	VERB
cana-6333	42	7	whether	whether	SCONJ
cana-6333	42	8	any	any	DET
cana-6333	42	9	fault	fault	NOUN
cana-6333	42	10	is	be	AUX
cana-6333	42	11	likely	likely	ADJ
cana-6333	42	12	;	;	PUNCT
cana-6333	42	13	if	if	SCONJ
cana-6333	42	14	yes	yes	ADV
cana-6333	42	15	,	,	PUNCT
cana-6333	42	16	alerts	alert	NOUN
cana-6333	42	17	are	be	AUX
cana-6333	42	18	shown	show	VERB
cana-6333	42	19	to	to	ADP
cana-6333	42	20	drivers	driver	NOUN
cana-6333	42	21	and	and	CCONJ
cana-6333	42	22	diagnostic	diagnostic	ADJ
cana-6333	42	23	reports	report	NOUN
cana-6333	42	24	are	be	AUX
cana-6333	42	25	forwarded	forward	VERB
cana-6333	42	26	to	to	ADP
cana-6333	42	27	technicians	technician	NOUN
cana-6333	42	28	[	[	X
cana-6333	42	29	3	3	NUM
cana-6333	42	30	]	]	PUNCT
cana-6333	42	31	,	,	PUNCT
cana-6333	42	32	[	[	X
cana-6333	42	33	19	19	NUM
cana-6333	42	34	]	]	PUNCT
cana-6333	42	35	.	.	PUNCT
cana-6333	43	1	all	all	DET
cana-6333	43	2	records	record	NOUN
cana-6333	43	3	are	be	AUX
cana-6333	43	4	synchronized	synchronize	VERB
cana-6333	43	5	to	to	ADP
cana-6333	43	6	the	the	DET
cana-6333	43	7	cloud	cloud	NOUN
cana-6333	43	8	to	to	PART
cana-6333	43	9	refine	refine	VERB
cana-6333	43	10	models	model	NOUN
cana-6333	43	11	and	and	CCONJ
cana-6333	43	12	maintain	maintain	VERB
cana-6333	43	13	historical	historical	ADJ
cana-6333	43	14	logs	log	NOUN
cana-6333	43	15	[	[	X
cana-6333	43	16	12	12	NUM
cana-6333	43	17	]	]	PUNCT
cana-6333	43	18	.	.	PUNCT
cana-6333	44	1	3.3	3.3	NUM
cana-6333	44	2	predictive	predictive	ADJ
cana-6333	44	3	model	model	NOUN
cana-6333	44	4	a	a	DET
cana-6333	44	5	light	light	ADJ
cana-6333	44	6	algorithm	algorithm	NOUN
cana-6333	44	7	(	(	PUNCT
cana-6333	44	8	e.g.	e.g.	ADV
cana-6333	44	9	,	,	PUNCT
cana-6333	44	10	decision	decision	NOUN
cana-6333	44	11	tree	tree	NOUN
cana-6333	44	12	or	or	CCONJ
cana-6333	44	13	random	random	ADJ
cana-6333	44	14	forest	forest	NOUN
cana-6333	44	15	)	)	PUNCT
cana-6333	44	16	runs	run	VERB
cana-6333	44	17	on	on	ADP
cana-6333	44	18	the	the	DET
cana-6333	44	19	vehicle	vehicle	NOUN
cana-6333	44	20	for	for	ADP
cana-6333	44	21	fast	fast	ADJ
cana-6333	44	22	detection	detection	NOUN
cana-6333	44	23	[	[	X
cana-6333	44	24	6	6	NUM
cana-6333	44	25	]	]	PUNCT
cana-6333	44	26	,	,	PUNCT
cana-6333	44	27	[	[	X
cana-6333	44	28	14	14	NUM
cana-6333	44	29	]	]	PUNCT
cana-6333	44	30	.	.	PUNCT
cana-6333	45	1	a	a	DET
cana-6333	45	2	deeper	deep	ADJ
cana-6333	45	3	model	model	NOUN
cana-6333	45	4	(	(	PUNCT
cana-6333	45	5	e.g.	e.g.	ADV
cana-6333	45	6	,	,	PUNCT
cana-6333	45	7	neural	neural	ADJ
cana-6333	45	8	network	network	NOUN
cana-6333	45	9	)	)	PUNCT
cana-6333	45	10	is	be	AUX
cana-6333	45	11	trained	train	VERB
cana-6333	45	12	on	on	ADP
cana-6333	45	13	historical	historical	ADJ
cana-6333	45	14	datasets	dataset	NOUN
cana-6333	45	15	in	in	ADP
cana-6333	45	16	the	the	DET
cana-6333	45	17	cloud	cloud	NOUN
cana-6333	45	18	[	[	X
cana-6333	45	19	4	4	NUM
cana-6333	45	20	]	]	PUNCT
cana-6333	45	21	.	.	PUNCT
cana-6333	46	1	periodically	periodically	ADV
cana-6333	46	2	,	,	PUNCT
cana-6333	46	3	communications	communication	NOUN
cana-6333	46	4	on	on	ADP
cana-6333	46	5	applied	apply	VERB
cana-6333	46	6	nonlinear	nonlinear	ADJ
cana-6333	46	7	analysis	analysis	NOUN
cana-6333	46	8	issn	issn	NOUN
cana-6333	46	9	:	:	PUNCT
cana-6333	46	10	1074	1074	NUM
cana-6333	46	11	-	-	PUNCT
cana-6333	46	12	133x	133x	NUM
cana-6333	46	13	vol	vol	VERB
cana-6333	46	14	32	32	NUM
cana-6333	46	15	no	no	NOUN
cana-6333	46	16	.	.	PUNCT
cana-6333	47	1	10s	10	NOUN
cana-6333	47	2	(	(	PUNCT
cana-6333	47	3	2025	2025	NUM
cana-6333	47	4	)	)	PUNCT
cana-6333	47	5	3731	3731	NUM
cana-6333	47	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	48	1	the	the	DET
cana-6333	48	2	mobile	mobile	ADJ
cana-6333	48	3	unit	unit	NOUN
cana-6333	48	4	downloads	download	VERB
cana-6333	48	5	new	new	ADJ
cana-6333	48	6	weights	weight	NOUN
cana-6333	48	7	or	or	CCONJ
cana-6333	48	8	rules	rule	NOUN
cana-6333	48	9	so	so	SCONJ
cana-6333	48	10	that	that	SCONJ
cana-6333	48	11	its	its	PRON
cana-6333	48	12	predictions	prediction	NOUN
cana-6333	48	13	remain	remain	VERB
cana-6333	48	14	accurate	accurate	ADJ
cana-6333	49	1	[	[	X
cana-6333	49	2	6	6	NUM
cana-6333	49	3	]	]	PUNCT
cana-6333	49	4	,	,	PUNCT
cana-6333	49	5	[	[	X
cana-6333	49	6	13	13	NUM
cana-6333	49	7	]	]	PUNCT
cana-6333	49	8	.	.	PUNCT
cana-6333	50	1	3.4	3.4	NUM
cana-6333	50	2	communication	communication	NOUN
cana-6333	50	3	secure	secure	ADJ
cana-6333	50	4	channels	channel	NOUN
cana-6333	50	5	such	such	ADJ
cana-6333	50	6	as	as	ADP
cana-6333	50	7	mqtt	mqtt	NOUN
cana-6333	50	8	or	or	CCONJ
cana-6333	50	9	rest	rest	VERB
cana-6333	50	10	apis	apis	ADJ
cana-6333	50	11	transfer	transfer	NOUN
cana-6333	50	12	information	information	NOUN
cana-6333	50	13	between	between	ADP
cana-6333	50	14	the	the	DET
cana-6333	50	15	bus	bus	NOUN
cana-6333	50	16	and	and	CCONJ
cana-6333	50	17	backend	backend	NOUN
cana-6333	50	18	servers	server	NOUN
cana-6333	50	19	[	[	X
cana-6333	50	20	15	15	NUM
cana-6333	50	21	]	]	PUNCT
cana-6333	50	22	.	.	PUNCT
cana-6333	51	1	continuous	continuous	ADJ
cana-6333	51	2	connectivity	connectivity	NOUN
cana-6333	51	3	is	be	AUX
cana-6333	51	4	provided	provide	VERB
cana-6333	51	5	via	via	ADP
cana-6333	51	6	4g/5	4g/5	NUM
cana-6333	51	7	g	g	NOUN
cana-6333	51	8	,	,	PUNCT
cana-6333	51	9	but	but	CCONJ
cana-6333	51	10	if	if	SCONJ
cana-6333	51	11	the	the	DET
cana-6333	51	12	link	link	NOUN
cana-6333	51	13	fails	fail	VERB
cana-6333	51	14	,	,	PUNCT
cana-6333	51	15	the	the	DET
cana-6333	51	16	device	device	NOUN
cana-6333	51	17	stores	store	NOUN
cana-6333	51	18	data	datum	NOUN
cana-6333	51	19	locally	locally	ADV
cana-6333	51	20	and	and	CCONJ
cana-6333	51	21	uploads	upload	VERB
cana-6333	51	22	it	it	PRON
cana-6333	51	23	once	once	SCONJ
cana-6333	51	24	the	the	DET
cana-6333	51	25	network	network	NOUN
cana-6333	51	26	is	be	AUX
cana-6333	51	27	restored	restore	VERB
cana-6333	51	28	[	[	PUNCT
cana-6333	51	29	8	8	NUM
cana-6333	51	30	]	]	PUNCT
cana-6333	51	31	,	,	PUNCT
cana-6333	51	32	[	[	X
cana-6333	51	33	15	15	NUM
cana-6333	51	34	]	]	PUNCT
cana-6333	51	35	.	.	PUNCT
cana-6333	52	1	fig.1	fig.1	ADJ
cana-6333	52	2	:	:	PUNCT
cana-6333	52	3	methodology	methodology	NOUN
cana-6333	52	4	of	of	ADP
cana-6333	52	5	the	the	DET
cana-6333	52	6	proposed	propose	VERB
cana-6333	52	7	mobile	mobile	ADJ
cana-6333	52	8	computing	computing	NOUN
cana-6333	52	9	framework	framework	NOUN
cana-6333	52	10	.	.	PUNCT
cana-6333	53	1	3.5	3.5	NUM
cana-6333	53	2	alert	alert	NOUN
cana-6333	53	3	and	and	CCONJ
cana-6333	53	4	dashboard	dashboard	NOUN
cana-6333	53	5	a	a	DET
cana-6333	53	6	mobile	mobile	ADJ
cana-6333	53	7	dashboard	dashboard	NOUN
cana-6333	53	8	presents	present	VERB
cana-6333	53	9	the	the	DET
cana-6333	53	10	current	current	ADJ
cana-6333	53	11	health	health	NOUN
cana-6333	53	12	of	of	ADP
cana-6333	53	13	the	the	DET
cana-6333	53	14	bus	bus	NOUN
cana-6333	53	15	to	to	ADP
cana-6333	53	16	the	the	DET
cana-6333	53	17	driver	driver	NOUN
cana-6333	53	18	[	[	X
cana-6333	53	19	3	3	NUM
cana-6333	53	20	]	]	PUNCT
cana-6333	53	21	.	.	PUNCT
cana-6333	54	1	maintenance	maintenance	NOUN
cana-6333	54	2	teams	team	NOUN
cana-6333	54	3	receive	receive	VERB
cana-6333	54	4	sms	sms	PROPN
cana-6333	54	5	or	or	CCONJ
cana-6333	54	6	web	web	NOUN
cana-6333	54	7	-	-	PUNCT
cana-6333	54	8	based	base	VERB
cana-6333	54	9	alerts	alert	NOUN
cana-6333	54	10	so	so	SCONJ
cana-6333	54	11	they	they	PRON
cana-6333	54	12	can	can	AUX
cana-6333	54	13	plan	plan	VERB
cana-6333	54	14	timely	timely	ADJ
cana-6333	54	15	repairs	repair	NOUN
cana-6333	54	16	[	[	X
cana-6333	54	17	18	18	NUM
cana-6333	54	18	]	]	PUNCT
cana-6333	54	19	,	,	PUNCT
cana-6333	54	20	[	[	X
cana-6333	54	21	19	19	NUM
cana-6333	54	22	]	]	PUNCT
cana-6333	54	23	.	.	PUNCT
cana-6333	55	1	dashboards	dashboard	NOUN
cana-6333	55	2	also	also	ADV
cana-6333	55	3	show	show	VERB
cana-6333	55	4	risk	risk	NOUN
cana-6333	55	5	scores	score	NOUN
cana-6333	55	6	and	and	CCONJ
cana-6333	55	7	maintenance	maintenance	NOUN
cana-6333	55	8	history	history	NOUN
cana-6333	55	9	,	,	PUNCT
cana-6333	55	10	helping	help	VERB
cana-6333	55	11	to	to	PART
cana-6333	55	12	improve	improve	VERB
cana-6333	55	13	operational	operational	ADJ
cana-6333	55	14	decisions	decision	NOUN
cana-6333	55	15	[	[	X
cana-6333	55	16	16	16	NUM
cana-6333	55	17	]	]	PUNCT
cana-6333	55	18	,	,	PUNCT
cana-6333	55	19	[	[	X
cana-6333	55	20	20	20	NUM
cana-6333	55	21	]	]	PUNCT
cana-6333	55	22	.	.	PUNCT
cana-6333	56	1	4	4	X
cana-6333	56	2	.	.	X
cana-6333	56	3	methodology	methodology	NOUN
cana-6333	56	4	the	the	DET
cana-6333	56	5	architecture	architecture	NOUN
cana-6333	56	6	is	be	AUX
cana-6333	56	7	designed	design	VERB
cana-6333	56	8	with	with	ADP
cana-6333	56	9	five	five	NUM
cana-6333	56	10	clear	clear	ADJ
cana-6333	56	11	layers	layer	NOUN
cana-6333	56	12	:	:	PUNCT
cana-6333	56	13	4.1	4.1	NUM
cana-6333	56	14	sensing	sense	VERB
cana-6333	56	15	layer	layer	NOUN
cana-6333	56	16	iot	iot	NOUN
cana-6333	56	17	sensors	sensor	NOUN
cana-6333	56	18	are	be	AUX
cana-6333	56	19	installed	instal	VERB
cana-6333	56	20	on	on	ADP
cana-6333	56	21	critical	critical	ADJ
cana-6333	56	22	components	component	NOUN
cana-6333	56	23	such	such	ADJ
cana-6333	56	24	as	as	ADP
cana-6333	56	25	batteries	battery	NOUN
cana-6333	56	26	,	,	PUNCT
cana-6333	56	27	motors	motor	NOUN
cana-6333	56	28	,	,	PUNCT
cana-6333	56	29	and	and	CCONJ
cana-6333	56	30	brakes	brake	NOUN
cana-6333	56	31	.	.	PUNCT
cana-6333	57	1	they	they	PRON
cana-6333	57	2	monitor	monitor	VERB
cana-6333	57	3	voltage	voltage	NOUN
cana-6333	57	4	,	,	PUNCT
cana-6333	57	5	current	current	ADJ
cana-6333	57	6	,	,	PUNCT
cana-6333	57	7	temperature	temperature	NOUN
cana-6333	57	8	,	,	PUNCT
cana-6333	57	9	vibration	vibration	NOUN
cana-6333	57	10	,	,	PUNCT
cana-6333	57	11	and	and	CCONJ
cana-6333	57	12	wear	wear	VERB
cana-6333	57	13	levels	level	NOUN
cana-6333	57	14	to	to	PART
cana-6333	57	15	capture	capture	VERB
cana-6333	57	16	real	real	ADJ
cana-6333	57	17	-	-	PUNCT
cana-6333	57	18	time	time	NOUN
cana-6333	57	19	operational	operational	ADJ
cana-6333	57	20	data	datum	NOUN
cana-6333	57	21	[	[	X
cana-6333	57	22	7	7	NUM
cana-6333	57	23	]	]	PUNCT
cana-6333	57	24	,	,	PUNCT
cana-6333	57	25	[	[	X
cana-6333	57	26	11	11	NUM
cana-6333	57	27	]	]	PUNCT
cana-6333	57	28	.	.	PUNCT
cana-6333	58	1	4.2	4.2	NUM
cana-6333	58	2	mobile	mobile	ADJ
cana-6333	58	3	computing	computing	NOUN
cana-6333	58	4	layer	layer	NOUN
cana-6333	58	5	a	a	DET
cana-6333	58	6	lightweight	lightweight	ADJ
cana-6333	58	7	computer	computer	NOUN
cana-6333	58	8	or	or	CCONJ
cana-6333	58	9	tablet	tablet	NOUN
cana-6333	58	10	inside	inside	ADP
cana-6333	58	11	the	the	DET
cana-6333	58	12	bus	bus	NOUN
cana-6333	58	13	collects	collect	VERB
cana-6333	58	14	sensor	sensor	NOUN
cana-6333	58	15	readings	reading	NOUN
cana-6333	58	16	.	.	PUNCT
cana-6333	59	1	this	this	DET
cana-6333	59	2	device	device	NOUN
cana-6333	59	3	performs	perform	VERB
cana-6333	59	4	basic	basic	ADJ
cana-6333	59	5	filtering	filtering	NOUN
cana-6333	59	6	,	,	PUNCT
cana-6333	59	7	pre	pre	ADJ
cana-6333	59	8	-	-	ADJ
cana-6333	59	9	processing	processing	ADJ
cana-6333	59	10	,	,	PUNCT
cana-6333	59	11	and	and	CCONJ
cana-6333	59	12	data	datum	NOUN
cana-6333	59	13	compression	compression	NOUN
cana-6333	59	14	before	before	ADP
cana-6333	59	15	transmission	transmission	NOUN
cana-6333	59	16	to	to	PART
cana-6333	59	17	reduce	reduce	VERB
cana-6333	59	18	network	network	NOUN
cana-6333	59	19	load	load	NOUN
cana-6333	59	20	[	[	X
cana-6333	59	21	5	5	NUM
cana-6333	59	22	]	]	PUNCT
cana-6333	59	23	,	,	PUNCT
cana-6333	59	24	[	[	X
cana-6333	59	25	14	14	NUM
cana-6333	59	26	]	]	PUNCT
cana-6333	59	27	.	.	PUNCT
cana-6333	60	1	communications	communication	NOUN
cana-6333	60	2	on	on	ADP
cana-6333	60	3	applied	apply	VERB
cana-6333	60	4	nonlinear	nonlinear	ADJ
cana-6333	60	5	analysis	analysis	NOUN
cana-6333	60	6	issn	issn	NOUN
cana-6333	60	7	:	:	PUNCT
cana-6333	60	8	1074	1074	NUM
cana-6333	60	9	-	-	PUNCT
cana-6333	60	10	133x	133x	NUM
cana-6333	60	11	vol	vol	VERB
cana-6333	60	12	32	32	NUM
cana-6333	60	13	no	no	NOUN
cana-6333	60	14	.	.	PUNCT
cana-6333	61	1	10s	10	NOUN
cana-6333	61	2	(	(	PUNCT
cana-6333	61	3	2025	2025	NUM
cana-6333	61	4	)	)	PUNCT
cana-6333	61	5	3732	3732	NUM
cana-6333	61	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	61	7	4.3	4.3	NUM
cana-6333	61	8	communication	communication	NOUN
cana-6333	61	9	layer	layer	NOUN
cana-6333	61	10	data	datum	NOUN
cana-6333	61	11	is	be	AUX
cana-6333	61	12	transmitted	transmit	VERB
cana-6333	61	13	to	to	PART
cana-6333	61	14	backend	backend	VERB
cana-6333	61	15	servers	server	NOUN
cana-6333	61	16	via	via	ADP
cana-6333	61	17	wi	wi	PROPN
cana-6333	61	18	-	-	PUNCT
cana-6333	61	19	fi	fi	NOUN
cana-6333	61	20	,	,	PUNCT
cana-6333	61	21	4	4	NUM
cana-6333	61	22	g	g	NOUN
cana-6333	61	23	,	,	PUNCT
cana-6333	61	24	or	or	CCONJ
cana-6333	61	25	5	5	NUM
cana-6333	61	26	g	g	NOUN
cana-6333	61	27	networks	network	NOUN
cana-6333	61	28	.	.	PUNCT
cana-6333	62	1	secure	secure	ADJ
cana-6333	62	2	protocols	protocol	NOUN
cana-6333	62	3	like	like	ADP
cana-6333	62	4	tls	tls	PROPN
cana-6333	62	5	/	/	SYM
cana-6333	62	6	https	https	NOUN
cana-6333	62	7	ensure	ensure	VERB
cana-6333	62	8	data	datum	NOUN
cana-6333	62	9	privacy	privacy	NOUN
cana-6333	62	10	and	and	CCONJ
cana-6333	62	11	prevent	prevent	VERB
cana-6333	62	12	losses	loss	NOUN
cana-6333	62	13	during	during	ADP
cana-6333	62	14	transmission	transmission	NOUN
cana-6333	62	15	[	[	X
cana-6333	62	16	8	8	NUM
cana-6333	62	17	]	]	PUNCT
cana-6333	62	18	,	,	PUNCT
cana-6333	62	19	[	[	X
cana-6333	62	20	15	15	NUM
cana-6333	62	21	]	]	PUNCT
cana-6333	62	22	.	.	PUNCT
cana-6333	63	1	fig.2	fig.2	PROPN
cana-6333	63	2	:	:	PUNCT
cana-6333	63	3	five	five	NUM
cana-6333	63	4	layer	layer	NOUN
cana-6333	63	5	architecture	architecture	NOUN
cana-6333	63	6	of	of	ADP
cana-6333	63	7	data	datum	NOUN
cana-6333	63	8	processing	processing	NOUN
cana-6333	63	9	in	in	ADP
cana-6333	63	10	predictive	predictive	ADJ
cana-6333	63	11	bus	bus	NOUN
cana-6333	63	12	diagnostics	diagnostic	NOUN
cana-6333	63	13	.	.	PUNCT
cana-6333	64	1	4.4	4.4	NUM
cana-6333	64	2	big	big	ADJ
cana-6333	64	3	data	datum	NOUN
cana-6333	64	4	&	&	CCONJ
cana-6333	64	5	analytics	analytic	NOUN
cana-6333	64	6	layer	layer	NOUN
cana-6333	64	7	the	the	DET
cana-6333	64	8	streaming	streaming	NOUN
cana-6333	64	9	data	datum	NOUN
cana-6333	64	10	is	be	AUX
cana-6333	64	11	received	receive	VERB
cana-6333	64	12	by	by	ADP
cana-6333	64	13	a	a	DET
cana-6333	64	14	pipeline	pipeline	NOUN
cana-6333	64	15	such	such	ADJ
cana-6333	64	16	as	as	ADP
cana-6333	64	17	apache	apache	PROPN
cana-6333	64	18	kafka	kafka	PROPN
cana-6333	64	19	or	or	CCONJ
cana-6333	64	20	spark	spark	VERB
cana-6333	64	21	streaming	streaming	NOUN
cana-6333	65	1	[	[	X
cana-6333	65	2	9	9	NUM
cana-6333	65	3	]	]	PUNCT
cana-6333	65	4	,	,	PUNCT
cana-6333	65	5	[	[	X
cana-6333	65	6	10	10	NUM
cana-6333	65	7	]	]	PUNCT
cana-6333	65	8	.	.	PUNCT
cana-6333	66	1	machine	machine	NOUN
cana-6333	66	2	learning	learning	NOUN
cana-6333	66	3	models	model	NOUN
cana-6333	66	4	analyze	analyze	VERB
cana-6333	66	5	patterns	pattern	NOUN
cana-6333	66	6	to	to	PART
cana-6333	66	7	predict	predict	VERB
cana-6333	66	8	potential	potential	ADJ
cana-6333	66	9	faults	fault	NOUN
cana-6333	66	10	.	.	PUNCT
cana-6333	67	1	dashboards	dashboard	NOUN
cana-6333	67	2	visualize	visualize	VERB
cana-6333	67	3	bus	bus	NOUN
cana-6333	67	4	conditions	condition	NOUN
cana-6333	67	5	and	and	CCONJ
cana-6333	67	6	provide	provide	VERB
cana-6333	67	7	a	a	DET
cana-6333	67	8	risk	risk	NOUN
cana-6333	67	9	score	score	NOUN
cana-6333	67	10	to	to	ADP
cana-6333	67	11	operators	operator	NOUN
cana-6333	67	12	[	[	X
cana-6333	67	13	4	4	NUM
cana-6333	67	14	]	]	PUNCT
cana-6333	67	15	,	,	PUNCT
cana-6333	67	16	[	[	X
cana-6333	67	17	14	14	NUM
cana-6333	67	18	]	]	SYM
cana-6333	67	19	.	.	PUNCT
cana-6333	68	1	5	5	X
cana-6333	68	2	.	.	X
cana-6333	68	3	result	result	NOUN
cana-6333	68	4	&	&	CCONJ
cana-6333	68	5	discussion	discussion	NOUN
cana-6333	68	6	5.1	5.1	NUM
cana-6333	68	7	energy	energy	NOUN
cana-6333	68	8	efficiency	efficiency	NOUN
cana-6333	68	9	early	early	ADJ
cana-6333	68	10	fault	fault	NOUN
cana-6333	68	11	detection	detection	NOUN
cana-6333	68	12	helps	help	VERB
cana-6333	68	13	avoid	avoid	VERB
cana-6333	68	14	deep	deep	ADJ
cana-6333	68	15	battery	battery	NOUN
cana-6333	68	16	discharge	discharge	NOUN
cana-6333	68	17	and	and	CCONJ
cana-6333	68	18	overheating	overheating	ADJ
cana-6333	68	19	,	,	PUNCT
cana-6333	68	20	improving	improve	VERB
cana-6333	68	21	overall	overall	ADJ
cana-6333	68	22	energy	energy	NOUN
cana-6333	68	23	usage	usage	NOUN
cana-6333	68	24	and	and	CCONJ
cana-6333	68	25	extending	extend	VERB
cana-6333	68	26	vehicle	vehicle	NOUN
cana-6333	68	27	range	range	NOUN
cana-6333	69	1	[	[	X
cana-6333	69	2	1	1	NUM
cana-6333	69	3	]	]	PUNCT
cana-6333	69	4	,	,	PUNCT
cana-6333	69	5	[	[	X
cana-6333	69	6	11	11	NUM
cana-6333	69	7	]	]	PUNCT
cana-6333	69	8	.	.	PUNCT
cana-6333	70	1	continuous	continuous	ADJ
cana-6333	70	2	monitoring	monitoring	NOUN
cana-6333	70	3	of	of	ADP
cana-6333	70	4	voltage	voltage	NOUN
cana-6333	70	5	and	and	CCONJ
cana-6333	70	6	temperature	temperature	NOUN
cana-6333	70	7	enables	enable	VERB
cana-6333	70	8	buses	bus	NOUN
cana-6333	70	9	to	to	PART
cana-6333	70	10	maintain	maintain	VERB
cana-6333	70	11	optimal	optimal	ADJ
cana-6333	70	12	performance	performance	NOUN
cana-6333	70	13	without	without	ADP
cana-6333	70	14	wasting	waste	VERB
cana-6333	70	15	power	power	NOUN
cana-6333	70	16	.	.	PUNCT
cana-6333	71	1	show	show	VERB
cana-6333	71	2	how	how	SCONJ
cana-6333	71	3	early	early	ADJ
cana-6333	71	4	fault	fault	NOUN
cana-6333	71	5	detection	detection	NOUN
cana-6333	71	6	helps	help	VERB
cana-6333	71	7	save	save	VERB
cana-6333	71	8	battery	battery	NOUN
cana-6333	71	9	power	power	NOUN
cana-6333	71	10	and	and	CCONJ
cana-6333	71	11	improves	improve	VERB
cana-6333	71	12	range	range	NOUN
cana-6333	71	13	of	of	ADP
cana-6333	71	14	buses	bus	NOUN
cana-6333	71	15	.	.	PUNCT
cana-6333	72	1	5.2	5.2	NUM
cana-6333	72	2	uptime	uptime	NOUN
cana-6333	72	3	/	/	SYM
cana-6333	72	4	availability	availability	NOUN
cana-6333	72	5	by	by	ADP
cana-6333	72	6	predicting	predict	VERB
cana-6333	72	7	faults	fault	NOUN
cana-6333	72	8	before	before	SCONJ
cana-6333	72	9	they	they	PRON
cana-6333	72	10	occur	occur	VERB
cana-6333	72	11	,	,	PUNCT
cana-6333	72	12	buses	bus	NOUN
cana-6333	72	13	remain	remain	VERB
cana-6333	72	14	in	in	ADP
cana-6333	72	15	service	service	NOUN
cana-6333	72	16	longer	long	ADV
cana-6333	72	17	.	.	PUNCT
cana-6333	73	1	field	field	NOUN
cana-6333	73	2	tests	test	NOUN
cana-6333	73	3	show	show	VERB
cana-6333	73	4	a	a	DET
cana-6333	73	5	clear	clear	ADJ
cana-6333	73	6	increase	increase	NOUN
cana-6333	73	7	in	in	ADP
cana-6333	73	8	operational	operational	ADJ
cana-6333	73	9	hours	hour	NOUN
cana-6333	73	10	compared	compare	VERB
cana-6333	73	11	with	with	ADP
cana-6333	73	12	traditional	traditional	ADJ
cana-6333	73	13	scheduled	schedule	VERB
cana-6333	73	14	maintenance	maintenance	NOUN
cana-6333	73	15	[	[	X
cana-6333	73	16	3	3	NUM
cana-6333	73	17	]	]	PUNCT
cana-6333	73	18	,	,	PUNCT
cana-6333	73	19	[	[	X
cana-6333	73	20	18	18	NUM
cana-6333	73	21	]	]	PUNCT
cana-6333	73	22	.	.	PUNCT
cana-6333	74	1	communications	communication	NOUN
cana-6333	74	2	on	on	ADP
cana-6333	74	3	applied	apply	VERB
cana-6333	74	4	nonlinear	nonlinear	ADJ
cana-6333	74	5	analysis	analysis	NOUN
cana-6333	74	6	issn	issn	NOUN
cana-6333	74	7	:	:	PUNCT
cana-6333	74	8	1074	1074	NUM
cana-6333	74	9	-	-	PUNCT
cana-6333	74	10	133x	133x	NUM
cana-6333	74	11	vol	vol	VERB
cana-6333	74	12	32	32	NUM
cana-6333	74	13	no	no	NOUN
cana-6333	74	14	.	.	PUNCT
cana-6333	75	1	10s	10	NOUN
cana-6333	75	2	(	(	PUNCT
cana-6333	75	3	2025	2025	NUM
cana-6333	75	4	)	)	PUNCT
cana-6333	75	5	3733	3733	NUM
cana-6333	75	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	75	7	5.3	5.3	NUM
cana-6333	75	8	driver	driver	NOUN
cana-6333	75	9	experience	experience	NOUN
cana-6333	75	10	drivers	driver	NOUN
cana-6333	75	11	reported	report	VERB
cana-6333	75	12	that	that	SCONJ
cana-6333	75	13	dashboard	dashboard	NOUN
cana-6333	75	14	alerts	alert	NOUN
cana-6333	75	15	were	be	AUX
cana-6333	75	16	simple	simple	ADJ
cana-6333	75	17	and	and	CCONJ
cana-6333	75	18	easy	easy	ADJ
cana-6333	75	19	to	to	PART
cana-6333	75	20	understand	understand	VERB
cana-6333	75	21	.	.	PUNCT
cana-6333	76	1	immediate	immediate	ADJ
cana-6333	76	2	notifications	notification	NOUN
cana-6333	76	3	reduced	reduce	VERB
cana-6333	76	4	anxiety	anxiety	NOUN
cana-6333	76	5	about	about	ADP
cana-6333	76	6	unexpected	unexpected	ADJ
cana-6333	76	7	failures	failure	NOUN
cana-6333	76	8	,	,	PUNCT
cana-6333	76	9	making	make	VERB
cana-6333	76	10	daily	daily	ADJ
cana-6333	76	11	operations	operation	NOUN
cana-6333	76	12	smoother	smooth	ADJ
cana-6333	77	1	[	[	X
cana-6333	77	2	3	3	NUM
cana-6333	77	3	]	]	PUNCT
cana-6333	77	4	,	,	PUNCT
cana-6333	77	5	[	[	X
cana-6333	77	6	16	16	NUM
cana-6333	77	7	]	]	PUNCT
cana-6333	77	8	.	.	PUNCT
cana-6333	78	1	5.4	5.4	NUM
cana-6333	78	2	maintenance	maintenance	NOUN
cana-6333	78	3	planning	planning	NOUN
cana-6333	78	4	alerts	alert	NOUN
cana-6333	78	5	allowed	allow	VERB
cana-6333	78	6	technicians	technician	NOUN
cana-6333	78	7	to	to	PART
cana-6333	78	8	schedule	schedule	VERB
cana-6333	78	9	repairs	repair	NOUN
cana-6333	78	10	in	in	ADP
cana-6333	78	11	advance	advance	NOUN
cana-6333	78	12	,	,	PUNCT
cana-6333	78	13	reducing	reduce	VERB
cana-6333	78	14	emergency	emergency	NOUN
cana-6333	78	15	calls	call	NOUN
cana-6333	78	16	and	and	CCONJ
cana-6333	78	17	unplanned	unplanned	ADJ
cana-6333	78	18	downtime	downtime	NOUN
cana-6333	78	19	.	.	PUNCT
cana-6333	79	1	service	service	NOUN
cana-6333	79	2	intervals	interval	NOUN
cana-6333	79	3	became	become	VERB
cana-6333	79	4	more	more	ADV
cana-6333	79	5	organized	organize	VERB
cana-6333	79	6	,	,	PUNCT
cana-6333	79	7	which	which	PRON
cana-6333	79	8	improved	improve	VERB
cana-6333	79	9	workshop	workshop	NOUN
cana-6333	79	10	efficiency	efficiency	NOUN
cana-6333	79	11	[	[	X
cana-6333	79	12	7	7	NUM
cana-6333	79	13	]	]	PUNCT
cana-6333	79	14	,	,	PUNCT
cana-6333	79	15	[	[	X
cana-6333	79	16	18	18	NUM
cana-6333	79	17	]	]	SYM
cana-6333	79	18	.	.	PUNCT
cana-6333	80	1	5.5	5.5	NUM
cana-6333	80	2	data	datum	NOUN
cana-6333	80	3	quality	quality	NOUN
cana-6333	80	4	sensor	sensor	NOUN
cana-6333	80	5	data	datum	NOUN
cana-6333	80	6	was	be	AUX
cana-6333	80	7	generally	generally	ADV
cana-6333	80	8	reliable	reliable	ADJ
cana-6333	80	9	.	.	PUNCT
cana-6333	81	1	pre	pre	ADJ
cana-6333	81	2	-	-	ADJ
cana-6333	81	3	processing	processing	NOUN
cana-6333	81	4	on	on	ADP
cana-6333	81	5	the	the	DET
cana-6333	81	6	mobile	mobile	ADJ
cana-6333	81	7	device	device	NOUN
cana-6333	81	8	removed	remove	VERB
cana-6333	81	9	noise	noise	NOUN
cana-6333	81	10	and	and	CCONJ
cana-6333	81	11	handled	handle	VERB
cana-6333	81	12	missing	missing	ADJ
cana-6333	81	13	values	value	NOUN
cana-6333	81	14	,	,	PUNCT
cana-6333	81	15	improving	improve	VERB
cana-6333	81	16	accuracy	accuracy	NOUN
cana-6333	81	17	of	of	ADP
cana-6333	81	18	analytics	analytic	NOUN
cana-6333	81	19	[	[	X
cana-6333	81	20	6	6	NUM
cana-6333	81	21	]	]	PUNCT
cana-6333	81	22	,	,	PUNCT
cana-6333	81	23	[	[	X
cana-6333	81	24	17	17	NUM
cana-6333	81	25	]	]	PUNCT
cana-6333	81	26	.	.	PUNCT
cana-6333	82	1	continuous	continuous	ADJ
cana-6333	82	2	calibration	calibration	NOUN
cana-6333	82	3	further	far	ADV
cana-6333	82	4	reduced	reduce	VERB
cana-6333	82	5	errors	error	NOUN
cana-6333	82	6	.	.	PUNCT
cana-6333	83	1	fig.3	fig.3	ADJ
cana-6333	83	2	:	:	PUNCT
cana-6333	83	3	bus	bus	NOUN
cana-6333	83	4	fault	fault	NOUN
cana-6333	83	5	prediction	prediction	NOUN
cana-6333	83	6	analysis	analysis	NOUN
cana-6333	83	7	.	.	PUNCT
cana-6333	84	1	5.6	5.6	NUM
cana-6333	84	2	model	model	NOUN
cana-6333	84	3	performance	performance	NOUN
cana-6333	84	4	the	the	DET
cana-6333	84	5	fault	fault	NOUN
cana-6333	84	6	-	-	PUNCT
cana-6333	84	7	prediction	prediction	NOUN
cana-6333	84	8	model	model	NOUN
cana-6333	84	9	achieved	achieve	VERB
cana-6333	84	10	strong	strong	ADJ
cana-6333	84	11	results	result	NOUN
cana-6333	84	12	,	,	PUNCT
cana-6333	84	13	with	with	ADP
cana-6333	84	14	precision	precision	NOUN
cana-6333	84	15	and	and	CCONJ
cana-6333	84	16	recall	recall	NOUN
cana-6333	84	17	above	above	ADP
cana-6333	84	18	90	90	NUM
cana-6333	84	19	%	%	NOUN
cana-6333	84	20	,	,	PUNCT
cana-6333	84	21	and	and	CCONJ
cana-6333	84	22	an	an	DET
cana-6333	84	23	f1score	f1score	NOUN
cana-6333	84	24	of	of	ADP
cana-6333	84	25	0.91	0.91	NUM
cana-6333	84	26	on	on	ADP
cana-6333	84	27	test	test	NOUN
cana-6333	84	28	data	datum	NOUN
cana-6333	84	29	.	.	PUNCT
cana-6333	85	1	a	a	DET
cana-6333	85	2	confusion	confusion	NOUN
cana-6333	85	3	matrix	matrix	NOUN
cana-6333	85	4	confirmed	confirm	VERB
cana-6333	85	5	that	that	SCONJ
cana-6333	85	6	most	most	ADJ
cana-6333	85	7	faults	fault	NOUN
cana-6333	85	8	were	be	AUX
cana-6333	85	9	correctly	correctly	ADV
cana-6333	85	10	classified	classified	ADJ
cana-6333	85	11	[	[	PUNCT
cana-6333	85	12	4	4	NUM
cana-6333	85	13	]	]	PUNCT
cana-6333	85	14	,	,	PUNCT
cana-6333	85	15	[	[	X
cana-6333	85	16	6	6	NUM
cana-6333	85	17	]	]	PUNCT
cana-6333	85	18	,	,	PUNCT
cana-6333	85	19	[	[	X
cana-6333	85	20	14	14	NUM
cana-6333	85	21	]	]	SYM
cana-6333	85	22	.	.	PUNCT
cana-6333	86	1	5.7	5.7	NUM
cana-6333	86	2	edge	edge	NOUN
cana-6333	86	3	vs	vs	ADP
cana-6333	86	4	cloud	cloud	NOUN
cana-6333	86	5	processing	processing	NOUN
cana-6333	86	6	running	run	VERB
cana-6333	86	7	lightweight	lightweight	ADJ
cana-6333	86	8	models	model	NOUN
cana-6333	86	9	on	on	ADP
cana-6333	86	10	the	the	DET
cana-6333	86	11	bus	bus	NOUN
cana-6333	86	12	produced	produce	VERB
cana-6333	86	13	fast	fast	ADJ
cana-6333	86	14	responses	response	NOUN
cana-6333	86	15	(	(	PUNCT
cana-6333	86	16	latency	latency	NOUN
cana-6333	86	17	<	<	X
cana-6333	86	18	1	1	NUM
cana-6333	86	19	s	s	NOUN
cana-6333	86	20	)	)	PUNCT
cana-6333	86	21	,	,	PUNCT
cana-6333	86	22	while	while	SCONJ
cana-6333	86	23	heavy	heavy	ADJ
cana-6333	86	24	training	training	NOUN
cana-6333	86	25	tasks	task	NOUN
cana-6333	86	26	stayed	stay	VERB
cana-6333	86	27	in	in	ADP
cana-6333	86	28	the	the	DET
cana-6333	86	29	cloud	cloud	NOUN
cana-6333	86	30	.	.	PUNCT
cana-6333	87	1	this	this	DET
cana-6333	87	2	hybrid	hybrid	ADJ
cana-6333	87	3	design	design	NOUN
cana-6333	87	4	balanced	balance	VERB
cana-6333	87	5	speed	speed	NOUN
cana-6333	87	6	with	with	ADP
cana-6333	87	7	scalability	scalability	NOUN
cana-6333	87	8	[	[	X
cana-6333	87	9	2	2	NUM
cana-6333	87	10	]	]	PUNCT
cana-6333	87	11	,	,	PUNCT
cana-6333	87	12	[	[	X
cana-6333	87	13	4	4	NUM
cana-6333	87	14	]	]	PUNCT
cana-6333	87	15	,	,	PUNCT
cana-6333	87	16	[	[	X
cana-6333	87	17	13	13	NUM
cana-6333	87	18	]	]	PUNCT
cana-6333	87	19	.	.	PUNCT
cana-6333	88	1	5.8	5.8	NUM
cana-6333	88	2	network	network	NOUN
cana-6333	88	3	reliability	reliability	NOUN
cana-6333	88	4	the	the	DET
cana-6333	88	5	system	system	NOUN
cana-6333	88	6	maintained	maintain	VERB
cana-6333	88	7	normal	normal	ADJ
cana-6333	88	8	operation	operation	NOUN
cana-6333	88	9	even	even	ADV
cana-6333	88	10	when	when	SCONJ
cana-6333	88	11	4g/5	4g/5	NUM
cana-6333	88	12	g	g	NOUN
cana-6333	88	13	signals	signal	NOUN
cana-6333	88	14	were	be	AUX
cana-6333	88	15	weak	weak	ADJ
cana-6333	88	16	.	.	PUNCT
cana-6333	89	1	data	datum	NOUN
cana-6333	89	2	buffering	buffering	NOUN
cana-6333	89	3	and	and	CCONJ
cana-6333	89	4	later	later	ADV
cana-6333	89	5	upload	upload	VERB
cana-6333	89	6	prevented	prevent	VERB
cana-6333	89	7	loss	loss	NOUN
cana-6333	89	8	during	during	ADP
cana-6333	89	9	disconnections	disconnection	NOUN
cana-6333	89	10	[	[	X
cana-6333	89	11	8	8	NUM
cana-6333	89	12	]	]	PUNCT
cana-6333	89	13	,	,	PUNCT
cana-6333	89	14	[	[	X
cana-6333	89	15	15	15	NUM
cana-6333	89	16	]	]	PUNCT
cana-6333	89	17	.	.	PUNCT
cana-6333	90	1	5.9	5.9	NUM
cana-6333	90	2	user	user	NOUN
cana-6333	90	3	interface	interface	NOUN
cana-6333	90	4	dashboards	dashboard	NOUN
cana-6333	90	5	displayed	display	VERB
cana-6333	90	6	clear	clear	ADJ
cana-6333	90	7	status	status	NOUN
cana-6333	90	8	indicators	indicator	NOUN
cana-6333	90	9	,	,	PUNCT
cana-6333	90	10	trend	trend	NOUN
cana-6333	90	11	graphs	graph	NOUN
cana-6333	90	12	,	,	PUNCT
cana-6333	90	13	and	and	CCONJ
cana-6333	90	14	color	color	NOUN
cana-6333	90	15	-	-	PUNCT
cana-6333	90	16	coded	code	VERB
cana-6333	90	17	warnings	warning	NOUN
cana-6333	90	18	.	.	PUNCT
cana-6333	91	1	both	both	PRON
cana-6333	91	2	drivers	driver	NOUN
cana-6333	91	3	and	and	CCONJ
cana-6333	91	4	maintenance	maintenance	NOUN
cana-6333	91	5	staff	staff	NOUN
cana-6333	91	6	could	could	AUX
cana-6333	91	7	easily	easily	ADV
cana-6333	91	8	interpret	interpret	VERB
cana-6333	91	9	results	result	NOUN
cana-6333	91	10	and	and	CCONJ
cana-6333	91	11	take	take	VERB
cana-6333	91	12	action	action	NOUN
cana-6333	91	13	[	[	X
cana-6333	91	14	3	3	NUM
cana-6333	91	15	]	]	PUNCT
cana-6333	91	16	,	,	PUNCT
cana-6333	91	17	[	[	X
cana-6333	91	18	20	20	NUM
cana-6333	91	19	]	]	PUNCT
cana-6333	91	20	.	.	PUNCT
cana-6333	92	1	communications	communication	NOUN
cana-6333	92	2	on	on	ADP
cana-6333	92	3	applied	apply	VERB
cana-6333	92	4	nonlinear	nonlinear	ADJ
cana-6333	92	5	analysis	analysis	NOUN
cana-6333	92	6	issn	issn	NOUN
cana-6333	92	7	:	:	PUNCT
cana-6333	92	8	1074	1074	NUM
cana-6333	92	9	-	-	PUNCT
cana-6333	92	10	133x	133x	NUM
cana-6333	92	11	vol	vol	VERB
cana-6333	92	12	32	32	NUM
cana-6333	92	13	no	no	NOUN
cana-6333	92	14	.	.	PUNCT
cana-6333	93	1	10s	10	NOUN
cana-6333	93	2	(	(	PUNCT
cana-6333	93	3	2025	2025	NUM
cana-6333	93	4	)	)	PUNCT
cana-6333	93	5	3734	3734	NUM
cana-6333	93	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	93	7	5.10	5.10	NUM
cana-6333	93	8	environmental	environmental	ADJ
cana-6333	93	9	impact	impact	NOUN
cana-6333	93	10	reducing	reduce	VERB
cana-6333	93	11	unexpected	unexpected	ADJ
cana-6333	93	12	breakdowns	breakdown	NOUN
cana-6333	93	13	decreases	decrease	VERB
cana-6333	93	14	component	component	NOUN
cana-6333	93	15	waste	waste	NOUN
cana-6333	93	16	and	and	CCONJ
cana-6333	93	17	improves	improve	VERB
cana-6333	93	18	fleet	fleet	NOUN
cana-6333	93	19	sustainability	sustainability	NOUN
cana-6333	93	20	.	.	PUNCT
cana-6333	94	1	fewer	few	ADJ
cana-6333	94	2	emergency	emergency	NOUN
cana-6333	94	3	trips	trip	NOUN
cana-6333	94	4	for	for	ADP
cana-6333	94	5	towing	tow	VERB
cana-6333	94	6	or	or	CCONJ
cana-6333	94	7	repairs	repair	NOUN
cana-6333	94	8	also	also	ADV
cana-6333	94	9	cut	cut	VERB
cana-6333	94	10	carbon	carbon	NOUN
cana-6333	94	11	emissions	emission	NOUN
cana-6333	94	12	[	[	X
cana-6333	94	13	12	12	NUM
cana-6333	94	14	]	]	PUNCT
cana-6333	94	15	,	,	PUNCT
cana-6333	94	16	[	[	X
cana-6333	94	17	20	20	NUM
cana-6333	94	18	]	]	PUNCT
cana-6333	94	19	.	.	PUNCT
cana-6333	95	1	5.11	5.11	NUM
cana-6333	95	2	future	future	ADJ
cana-6333	95	3	improvement	improvement	NOUN
cana-6333	95	4	future	future	ADJ
cana-6333	95	5	work	work	NOUN
cana-6333	95	6	may	may	AUX
cana-6333	95	7	integrate	integrate	VERB
cana-6333	95	8	additional	additional	ADJ
cana-6333	95	9	sensors	sensor	NOUN
cana-6333	95	10	,	,	PUNCT
cana-6333	95	11	use	use	VERB
cana-6333	95	12	advanced	advanced	ADJ
cana-6333	95	13	ai	ai	NOUN
cana-6333	95	14	(	(	PUNCT
cana-6333	95	15	e.g.	e.g.	ADV
cana-6333	95	16	,	,	PUNCT
cana-6333	95	17	federated	federated	ADJ
cana-6333	95	18	learning	learning	NOUN
cana-6333	95	19	)	)	PUNCT
cana-6333	95	20	,	,	PUNCT
cana-6333	95	21	and	and	CCONJ
cana-6333	95	22	connect	connect	VERB
cana-6333	95	23	with	with	ADP
cana-6333	95	24	smart	smart	ADJ
cana-6333	95	25	charging	charging	NOUN
cana-6333	95	26	systems	system	NOUN
cana-6333	95	27	to	to	PART
cana-6333	95	28	further	far	ADV
cana-6333	95	29	enhance	enhance	VERB
cana-6333	95	30	reliability	reliability	NOUN
cana-6333	95	31	and	and	CCONJ
cana-6333	95	32	battery	battery	NOUN
cana-6333	95	33	life	life	NOUN
cana-6333	95	34	[	[	X
cana-6333	95	35	5	5	NUM
cana-6333	95	36	]	]	PUNCT
cana-6333	95	37	,	,	PUNCT
cana-6333	95	38	[	[	X
cana-6333	95	39	19	19	NUM
cana-6333	95	40	]	]	PUNCT
cana-6333	95	41	.	.	PUNCT
cana-6333	96	1	6	6	X
cana-6333	96	2	.	.	X
cana-6333	96	3	challenges	challenge	VERB
cana-6333	96	4	the	the	DET
cana-6333	96	5	system	system	NOUN
cana-6333	96	6	relies	rely	VERB
cana-6333	96	7	on	on	ADP
cana-6333	96	8	mobile	mobile	ADJ
cana-6333	96	9	networks	network	NOUN
cana-6333	96	10	such	such	ADJ
cana-6333	96	11	as	as	ADP
cana-6333	96	12	4	4	NUM
cana-6333	96	13	g	g	NOUN
cana-6333	96	14	,	,	PUNCT
cana-6333	96	15	5	5	NUM
cana-6333	96	16	g	g	NOUN
cana-6333	96	17	,	,	PUNCT
cana-6333	96	18	or	or	CCONJ
cana-6333	96	19	wi	wi	PROPN
cana-6333	96	20	-	-	PUNCT
cana-6333	96	21	fi	fi	NOUN
cana-6333	96	22	to	to	PART
cana-6333	96	23	send	send	VERB
cana-6333	96	24	sensor	sensor	NOUN
cana-6333	96	25	data	datum	NOUN
cana-6333	96	26	from	from	ADP
cana-6333	96	27	the	the	DET
cana-6333	96	28	bus	bus	NOUN
cana-6333	96	29	to	to	ADP
cana-6333	96	30	the	the	DET
cana-6333	96	31	servers	server	NOUN
cana-6333	97	1	[	[	X
cana-6333	97	2	1	1	NUM
cana-6333	97	3	]	]	PUNCT
cana-6333	97	4	.	.	PUNCT
cana-6333	98	1	in	in	ADP
cana-6333	98	2	some	some	DET
cana-6333	98	3	areas	area	NOUN
cana-6333	98	4	,	,	PUNCT
cana-6333	98	5	the	the	DET
cana-6333	98	6	network	network	NOUN
cana-6333	98	7	signal	signal	NOUN
cana-6333	98	8	may	may	AUX
cana-6333	98	9	be	be	AUX
cana-6333	98	10	weak	weak	ADJ
cana-6333	98	11	or	or	CCONJ
cana-6333	98	12	unstable	unstable	ADJ
cana-6333	98	13	,	,	PUNCT
cana-6333	98	14	which	which	PRON
cana-6333	98	15	can	can	AUX
cana-6333	98	16	cause	cause	VERB
cana-6333	98	17	delays	delay	NOUN
cana-6333	98	18	in	in	ADP
cana-6333	98	19	transmitting	transmit	VERB
cana-6333	98	20	data	datum	NOUN
cana-6333	98	21	[	[	X
cana-6333	98	22	2	2	NUM
cana-6333	98	23	]	]	PUNCT
cana-6333	98	24	.	.	PUNCT
cana-6333	99	1	these	these	DET
cana-6333	99	2	delays	delay	NOUN
cana-6333	99	3	might	might	AUX
cana-6333	99	4	slow	slow	VERB
cana-6333	99	5	down	down	ADP
cana-6333	99	6	fault	fault	NOUN
cana-6333	99	7	detection	detection	NOUN
cana-6333	99	8	and	and	CCONJ
cana-6333	99	9	alerts	alert	NOUN
cana-6333	99	10	,	,	PUNCT
cana-6333	99	11	reducing	reduce	VERB
cana-6333	99	12	the	the	DET
cana-6333	99	13	effectiveness	effectiveness	NOUN
cana-6333	99	14	of	of	ADP
cana-6333	99	15	the	the	DET
cana-6333	99	16	predictive	predictive	ADJ
cana-6333	99	17	maintenance	maintenance	NOUN
cana-6333	99	18	system	system	NOUN
cana-6333	99	19	[	[	X
cana-6333	99	20	3	3	NUM
cana-6333	99	21	]	]	PUNCT
cana-6333	99	22	.	.	PUNCT
cana-6333	100	1	to	to	PART
cana-6333	100	2	handle	handle	VERB
cana-6333	100	3	this	this	PRON
cana-6333	100	4	,	,	PUNCT
cana-6333	100	5	the	the	DET
cana-6333	100	6	system	system	NOUN
cana-6333	100	7	can	can	AUX
cana-6333	100	8	store	store	VERB
cana-6333	100	9	data	datum	NOUN
cana-6333	100	10	locally	locally	ADV
cana-6333	100	11	on	on	ADP
cana-6333	100	12	the	the	DET
cana-6333	100	13	bus	bus	NOUN
cana-6333	100	14	and	and	CCONJ
cana-6333	100	15	upload	upload	VERB
cana-6333	100	16	it	it	PRON
cana-6333	100	17	later	later	ADV
cana-6333	100	18	when	when	SCONJ
cana-6333	100	19	the	the	DET
cana-6333	100	20	network	network	NOUN
cana-6333	100	21	connection	connection	NOUN
cana-6333	100	22	is	be	AUX
cana-6333	100	23	stronger	strong	ADJ
cana-6333	100	24	[	[	X
cana-6333	100	25	4	4	NUM
cana-6333	100	26	]	]	PUNCT
cana-6333	100	27	.	.	PUNCT
cana-6333	101	1	fig.4	fig.4	PRON
cana-6333	101	2	:	:	PUNCT
cana-6333	101	3	weak	weak	ADJ
cana-6333	101	4	signal	signal	NOUN
cana-6333	101	5	and	and	CCONJ
cana-6333	101	6	slows	slow	VERB
cana-6333	101	7	fault	fault	NOUN
cana-6333	101	8	detection	detection	NOUN
cana-6333	101	9	.	.	PUNCT
cana-6333	102	1	7	7	X
cana-6333	102	2	.	.	X
cana-6333	102	3	case	case	NOUN
cana-6333	102	4	studies	study	VERB
cana-6333	102	5	7.1	7.1	NUM
cana-6333	102	6	background	background	NOUN
cana-6333	102	7	a	a	DET
cana-6333	102	8	mid	mid	ADJ
cana-6333	102	9	-	-	ADJ
cana-6333	102	10	sized	sized	ADJ
cana-6333	102	11	city	city	NOUN
cana-6333	102	12	deployed	deploy	VERB
cana-6333	102	13	50	50	NUM
cana-6333	102	14	electric	electric	ADJ
cana-6333	102	15	buses	bus	NOUN
cana-6333	102	16	to	to	PART
cana-6333	102	17	replace	replace	VERB
cana-6333	102	18	an	an	DET
cana-6333	102	19	older	old	ADJ
cana-6333	102	20	diesel	diesel	NOUN
cana-6333	102	21	fleet	fleet	NOUN
cana-6333	102	22	.	.	PUNCT
cana-6333	103	1	these	these	DET
cana-6333	103	2	buses	bus	NOUN
cana-6333	103	3	experienced	experience	VERB
cana-6333	103	4	occasional	occasional	ADJ
cana-6333	103	5	breakdowns	breakdown	NOUN
cana-6333	103	6	caused	cause	VERB
cana-6333	103	7	by	by	ADP
cana-6333	103	8	battery	battery	NOUN
cana-6333	103	9	overheating	overheating	NOUN
cana-6333	103	10	,	,	PUNCT
cana-6333	103	11	motor	motor	NOUN
cana-6333	103	12	faults	fault	NOUN
cana-6333	103	13	,	,	PUNCT
cana-6333	103	14	and	and	CCONJ
cana-6333	103	15	brake	brake	NOUN
cana-6333	103	16	wear	wear	NOUN
cana-6333	103	17	.	.	PUNCT
cana-6333	104	1	maintenance	maintenance	NOUN
cana-6333	104	2	followed	follow	VERB
cana-6333	104	3	a	a	DET
cana-6333	104	4	reactive	reactive	ADJ
cana-6333	104	5	approach	approach	NOUN
cana-6333	104	6	,	,	PUNCT
cana-6333	104	7	meaning	mean	VERB
cana-6333	104	8	repairs	repair	NOUN
cana-6333	104	9	were	be	AUX
cana-6333	104	10	performed	perform	VERB
cana-6333	104	11	only	only	ADV
cana-6333	104	12	after	after	SCONJ
cana-6333	104	13	failures	failure	NOUN
cana-6333	104	14	occurred	occur	VERB
cana-6333	104	15	,	,	PUNCT
cana-6333	104	16	leading	lead	VERB
cana-6333	104	17	to	to	ADP
cana-6333	104	18	service	service	NOUN
cana-6333	104	19	delays	delay	NOUN
cana-6333	104	20	and	and	CCONJ
cana-6333	104	21	increased	increase	VERB
cana-6333	104	22	costs	cost	NOUN
cana-6333	104	23	[	[	X
cana-6333	104	24	1	1	NUM
cana-6333	104	25	]	]	PUNCT
cana-6333	104	26	,	,	PUNCT
cana-6333	105	1	[	[	X
cana-6333	105	2	3	3	NUM
cana-6333	105	3	]	]	PUNCT
cana-6333	105	4	.	.	PUNCT
cana-6333	106	1	7.2	7.2	NUM
cana-6333	106	2	implementation	implementation	NOUN
cana-6333	106	3	of	of	ADP
cana-6333	106	4	the	the	DET
cana-6333	106	5	system	system	NOUN
cana-6333	106	6	the	the	DET
cana-6333	106	7	proposed	propose	VERB
cana-6333	106	8	real	real	ADJ
cana-6333	106	9	-	-	PUNCT
cana-6333	106	10	time	time	NOUN
cana-6333	106	11	mobile	mobile	ADJ
cana-6333	106	12	computing	computing	NOUN
cana-6333	106	13	system	system	NOUN
cana-6333	106	14	was	be	AUX
cana-6333	106	15	installed	instal	VERB
cana-6333	106	16	on	on	ADP
cana-6333	106	17	10	10	NUM
cana-6333	106	18	buses	bus	NOUN
cana-6333	106	19	as	as	ADP
cana-6333	106	20	a	a	DET
cana-6333	106	21	pilot	pilot	NOUN
cana-6333	106	22	.	.	PUNCT
cana-6333	107	1	sensors	sensor	NOUN
cana-6333	107	2	were	be	AUX
cana-6333	107	3	mounted	mount	VERB
cana-6333	107	4	on	on	ADP
cana-6333	107	5	batteries	battery	NOUN
cana-6333	107	6	,	,	PUNCT
cana-6333	107	7	motors	motor	NOUN
cana-6333	107	8	,	,	PUNCT
cana-6333	107	9	and	and	CCONJ
cana-6333	107	10	braking	braking	NOUN
cana-6333	107	11	systems	system	NOUN
cana-6333	107	12	.	.	PUNCT
cana-6333	108	1	each	each	DET
cana-6333	108	2	bus	bus	NOUN
cana-6333	108	3	was	be	AUX
cana-6333	108	4	equipped	equip	VERB
cana-6333	108	5	with	with	ADP
cana-6333	108	6	a	a	DET
cana-6333	108	7	small	small	ADJ
cana-6333	108	8	onboard	onboard	NOUN
cana-6333	108	9	computer	computer	NOUN
cana-6333	108	10	that	that	PRON
cana-6333	108	11	collected	collect	VERB
cana-6333	108	12	and	and	CCONJ
cana-6333	108	13	pre	pre	ADJ
cana-6333	108	14	-	-	ADJ
cana-6333	108	15	processed	processed	ADJ
cana-6333	108	16	sensor	sensor	NOUN
cana-6333	108	17	data	datum	NOUN
cana-6333	108	18	.	.	PUNCT
cana-6333	109	1	data	datum	NOUN
cana-6333	109	2	was	be	AUX
cana-6333	109	3	transmitted	transmit	VERB
cana-6333	109	4	via	via	ADP
cana-6333	109	5	4g/5	4g/5	NUM
cana-6333	109	6	g	g	NOUN
cana-6333	109	7	networks	network	NOUN
cana-6333	109	8	to	to	ADP
cana-6333	109	9	a	a	DET
cana-6333	109	10	cloud	cloud	ADJ
cana-6333	109	11	platform	platform	NOUN
cana-6333	109	12	,	,	PUNCT
cana-6333	109	13	where	where	SCONJ
cana-6333	109	14	machine	machine	NOUN
cana-6333	109	15	learning	learning	NOUN
cana-6333	109	16	models	model	NOUN
cana-6333	109	17	analyzed	analyze	VERB
cana-6333	109	18	the	the	DET
cana-6333	109	19	streams	stream	NOUN
cana-6333	109	20	.	.	PUNCT
cana-6333	110	1	alerts	alert	NOUN
cana-6333	110	2	were	be	AUX
cana-6333	110	3	delivered	deliver	VERB
cana-6333	110	4	to	to	ADP
cana-6333	110	5	the	the	DET
cana-6333	110	6	driver	driver	NOUN
cana-6333	110	7	’s	’s	PART
cana-6333	110	8	tablet	tablet	NOUN
cana-6333	110	9	and	and	CCONJ
cana-6333	110	10	to	to	ADP
cana-6333	110	11	the	the	DET
cana-6333	110	12	maintenance	maintenance	NOUN
cana-6333	110	13	dashboard	dashboard	NOUN
cana-6333	110	14	[	[	X
cana-6333	110	15	2	2	NUM
cana-6333	110	16	]	]	PUNCT
cana-6333	110	17	,	,	PUNCT
cana-6333	110	18	[	[	X
cana-6333	110	19	5	5	NUM
cana-6333	110	20	]	]	PUNCT
cana-6333	110	21	,	,	PUNCT
cana-6333	110	22	[	[	X
cana-6333	110	23	7	7	NUM
cana-6333	110	24	]	]	PUNCT
cana-6333	110	25	.	.	PUNCT
cana-6333	111	1	7.3	7.3	NUM
cana-6333	111	2	observations	observation	NOUN
cana-6333	111	3	early	early	ADJ
cana-6333	111	4	signs	sign	NOUN
cana-6333	111	5	of	of	ADP
cana-6333	111	6	battery	battery	NOUN
cana-6333	111	7	overheating	overheating	NOUN
cana-6333	111	8	were	be	AUX
cana-6333	111	9	detected	detect	VERB
cana-6333	111	10	in	in	ADP
cana-6333	111	11	three	three	NUM
cana-6333	111	12	buses	bus	NOUN
cana-6333	111	13	before	before	ADP
cana-6333	111	14	complete	complete	ADJ
cana-6333	111	15	failure	failure	NOUN
cana-6333	111	16	[	[	X
cana-6333	111	17	11	11	NUM
cana-6333	111	18	]	]	PUNCT
cana-6333	111	19	.	.	PUNCT
cana-6333	112	1	brake	brake	NOUN
cana-6333	112	2	wear	wear	VERB
cana-6333	112	3	trends	trend	NOUN
cana-6333	112	4	were	be	AUX
cana-6333	112	5	identified	identify	VERB
cana-6333	112	6	in	in	ADP
cana-6333	112	7	two	two	NUM
cana-6333	112	8	buses	bus	NOUN
cana-6333	112	9	,	,	PUNCT
cana-6333	112	10	allowing	allow	VERB
cana-6333	112	11	timely	timely	ADJ
cana-6333	112	12	preventive	preventive	ADJ
cana-6333	112	13	maintenance	maintenance	NOUN
cana-6333	112	14	[	[	X
cana-6333	112	15	17	17	NUM
cana-6333	112	16	]	]	PUNCT
cana-6333	112	17	.	.	PUNCT
cana-6333	113	1	alerts	alert	NOUN
cana-6333	113	2	reached	reach	VERB
cana-6333	113	3	communications	communication	NOUN
cana-6333	113	4	on	on	ADP
cana-6333	113	5	applied	apply	VERB
cana-6333	113	6	nonlinear	nonlinear	ADJ
cana-6333	113	7	analysis	analysis	NOUN
cana-6333	113	8	issn	issn	NOUN
cana-6333	113	9	:	:	PUNCT
cana-6333	113	10	1074	1074	NUM
cana-6333	113	11	-	-	PUNCT
cana-6333	113	12	133x	133x	NUM
cana-6333	113	13	vol	vol	VERB
cana-6333	113	14	32	32	NUM
cana-6333	113	15	no	no	NOUN
cana-6333	113	16	.	.	PUNCT
cana-6333	114	1	10s	10	NOUN
cana-6333	114	2	(	(	PUNCT
cana-6333	114	3	2025	2025	NUM
cana-6333	114	4	)	)	PUNCT
cana-6333	114	5	3735	3735	NUM
cana-6333	114	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	114	7	drivers	driver	NOUN
cana-6333	114	8	within	within	ADP
cana-6333	114	9	2–3	2–3	NUM
cana-6333	114	10	seconds	second	NOUN
cana-6333	114	11	of	of	ADP
cana-6333	114	12	detecting	detect	VERB
cana-6333	114	13	abnormal	abnormal	ADJ
cana-6333	114	14	readings	reading	NOUN
cana-6333	115	1	[	[	X
cana-6333	115	2	3	3	NUM
cana-6333	115	3	]	]	PUNCT
cana-6333	115	4	.	.	PUNCT
cana-6333	116	1	maintenance	maintenance	NOUN
cana-6333	116	2	teams	team	NOUN
cana-6333	116	3	could	could	AUX
cana-6333	116	4	plan	plan	VERB
cana-6333	116	5	repairs	repair	NOUN
cana-6333	116	6	efficiently	efficiently	ADV
cana-6333	116	7	,	,	PUNCT
cana-6333	116	8	reducing	reduce	VERB
cana-6333	116	9	unplanned	unplanned	ADJ
cana-6333	116	10	downtime	downtime	NOUN
cana-6333	116	11	[	[	X
cana-6333	116	12	18	18	NUM
cana-6333	116	13	]	]	SYM
cana-6333	116	14	.	.	PUNCT
cana-6333	117	1	7.4	7.4	NUM
cana-6333	117	2	results	result	NOUN
cana-6333	117	3	breakdown	breakdown	ADJ
cana-6333	117	4	incidents	incident	NOUN
cana-6333	117	5	dropped	drop	VERB
cana-6333	117	6	by	by	ADP
cana-6333	117	7	60	60	NUM
cana-6333	117	8	%	%	NOUN
cana-6333	117	9	compared	compare	VERB
cana-6333	117	10	to	to	ADP
cana-6333	117	11	previous	previous	ADJ
cana-6333	117	12	months	month	NOUN
cana-6333	118	1	[	[	X
cana-6333	118	2	12	12	NUM
cana-6333	118	3	]	]	PUNCT
cana-6333	118	4	.	.	PUNCT
cana-6333	119	1	maintenance	maintenance	NOUN
cana-6333	119	2	costs	cost	NOUN
cana-6333	119	3	for	for	ADP
cana-6333	119	4	the	the	DET
cana-6333	119	5	pilot	pilot	NOUN
cana-6333	119	6	buses	bus	NOUN
cana-6333	119	7	were	be	AUX
cana-6333	119	8	reduced	reduce	VERB
cana-6333	119	9	by	by	ADP
cana-6333	119	10	25	25	NUM
cana-6333	119	11	%	%	NOUN
cana-6333	119	12	[	[	X
cana-6333	119	13	18	18	NUM
cana-6333	119	14	]	]	PUNCT
cana-6333	119	15	.	.	PUNCT
cana-6333	120	1	drivers	driver	NOUN
cana-6333	120	2	reported	report	VERB
cana-6333	120	3	that	that	SCONJ
cana-6333	120	4	mobile	mobile	ADJ
cana-6333	120	5	alerts	alert	NOUN
cana-6333	120	6	were	be	AUX
cana-6333	120	7	clear	clear	ADJ
cana-6333	120	8	,	,	PUNCT
cana-6333	120	9	understandable	understandable	ADJ
cana-6333	120	10	,	,	PUNCT
cana-6333	120	11	and	and	CCONJ
cana-6333	120	12	actionable	actionable	ADJ
cana-6333	120	13	[	[	X
cana-6333	120	14	16	16	NUM
cana-6333	120	15	]	]	PUNCT
cana-6333	120	16	.	.	PUNCT
cana-6333	121	1	the	the	DET
cana-6333	121	2	system	system	NOUN
cana-6333	121	3	remained	remain	VERB
cana-6333	121	4	scalable	scalable	ADJ
cana-6333	121	5	and	and	CCONJ
cana-6333	121	6	reliable	reliable	ADJ
cana-6333	121	7	even	even	ADV
cana-6333	121	8	when	when	SCONJ
cana-6333	121	9	buses	bus	NOUN
cana-6333	121	10	operated	operate	VERB
cana-6333	121	11	across	across	ADP
cana-6333	121	12	city	city	NOUN
cana-6333	121	13	areas	area	NOUN
cana-6333	121	14	with	with	ADP
cana-6333	121	15	varying	vary	VERB
cana-6333	121	16	network	network	NOUN
cana-6333	121	17	coverage	coverage	NOUN
cana-6333	121	18	.	.	PUNCT
cana-6333	122	1	7.5	7.5	NUM
cana-6333	122	2	conclusion	conclusion	NOUN
cana-6333	122	3	of	of	ADP
cana-6333	122	4	case	case	NOUN
cana-6333	122	5	study	study	VERB
cana-6333	122	6	the	the	DET
cana-6333	122	7	case	case	NOUN
cana-6333	122	8	study	study	NOUN
cana-6333	122	9	demonstrates	demonstrate	VERB
cana-6333	122	10	that	that	SCONJ
cana-6333	122	11	a	a	DET
cana-6333	122	12	real	real	ADJ
cana-6333	122	13	-	-	PUNCT
cana-6333	122	14	time	time	NOUN
cana-6333	122	15	mobile	mobile	ADJ
cana-6333	122	16	computing	computing	NOUN
cana-6333	122	17	system	system	NOUN
cana-6333	122	18	for	for	ADP
cana-6333	122	19	predictive	predictive	ADJ
cana-6333	122	20	diagnostics	diagnostic	NOUN
cana-6333	122	21	can	can	AUX
cana-6333	122	22	improve	improve	VERB
cana-6333	122	23	safety	safety	NOUN
cana-6333	122	24	,	,	PUNCT
cana-6333	122	25	reduce	reduce	VERB
cana-6333	122	26	costs	cost	NOUN
cana-6333	122	27	,	,	PUNCT
cana-6333	122	28	and	and	CCONJ
cana-6333	122	29	enhance	enhance	VERB
cana-6333	122	30	the	the	DET
cana-6333	122	31	reliability	reliability	NOUN
cana-6333	122	32	of	of	ADP
cana-6333	122	33	electric	electric	ADJ
cana-6333	122	34	bus	bus	NOUN
cana-6333	122	35	fleets	fleet	NOUN
cana-6333	122	36	.	.	PUNCT
cana-6333	123	1	expanding	expand	VERB
cana-6333	123	2	the	the	DET
cana-6333	123	3	system	system	NOUN
cana-6333	123	4	to	to	ADP
cana-6333	123	5	the	the	DET
cana-6333	123	6	full	full	ADJ
cana-6333	123	7	fleet	fleet	NOUN
cana-6333	123	8	can	can	AUX
cana-6333	123	9	contribute	contribute	VERB
cana-6333	123	10	to	to	ADP
cana-6333	123	11	a	a	DET
cana-6333	123	12	more	more	ADV
cana-6333	123	13	efficient	efficient	ADJ
cana-6333	123	14	and	and	CCONJ
cana-6333	123	15	sustainable	sustainable	ADJ
cana-6333	123	16	public	public	ADJ
cana-6333	123	17	transportation	transportation	NOUN
cana-6333	123	18	network	network	NOUN
cana-6333	123	19	[	[	X
cana-6333	123	20	19	19	NUM
cana-6333	123	21	]	]	PUNCT
cana-6333	123	22	,	,	PUNCT
cana-6333	123	23	[	[	X
cana-6333	123	24	20	20	NUM
cana-6333	123	25	]	]	PUNCT
cana-6333	123	26	.	.	PUNCT
cana-6333	124	1	8	8	X
cana-6333	124	2	.	.	PUNCT
cana-6333	125	1	future	future	ADJ
cana-6333	125	2	trends	trend	NOUN
cana-6333	125	3	8.1	8.1	NUM
cana-6333	125	4	edge	edge	NOUN
cana-6333	125	5	ai	ai	VERB
cana-6333	125	6	on	on	ADP
cana-6333	125	7	buses	bus	NOUN
cana-6333	125	8	deploying	deploy	VERB
cana-6333	125	9	small	small	ADJ
cana-6333	125	10	ai	ai	NOUN
cana-6333	125	11	chips	chip	NOUN
cana-6333	125	12	or	or	CCONJ
cana-6333	125	13	edge	edge	NOUN
cana-6333	125	14	devices	device	NOUN
cana-6333	125	15	on	on	ADP
cana-6333	125	16	buses	bus	NOUN
cana-6333	125	17	can	can	AUX
cana-6333	125	18	process	process	VERB
cana-6333	125	19	sensor	sensor	NOUN
cana-6333	125	20	data	datum	NOUN
cana-6333	125	21	locally	locally	ADV
cana-6333	125	22	,	,	PUNCT
cana-6333	125	23	enabling	enable	VERB
cana-6333	125	24	faster	fast	ADJ
cana-6333	125	25	fault	fault	NOUN
cana-6333	125	26	prediction	prediction	NOUN
cana-6333	125	27	and	and	CCONJ
cana-6333	125	28	reducing	reduce	VERB
cana-6333	125	29	dependence	dependence	NOUN
cana-6333	125	30	on	on	ADP
cana-6333	125	31	cloud	cloud	ADJ
cana-6333	125	32	servers	server	NOUN
cana-6333	125	33	[	[	X
cana-6333	125	34	5	5	NUM
cana-6333	125	35	]	]	PUNCT
cana-6333	125	36	,	,	PUNCT
cana-6333	125	37	[	[	X
cana-6333	125	38	19	19	NUM
cana-6333	125	39	]	]	PUNCT
cana-6333	125	40	.	.	PUNCT
cana-6333	126	1	8.2	8.2	NUM
cana-6333	126	2	integration	integration	NOUN
cana-6333	126	3	with	with	ADP
cana-6333	126	4	autonomous	autonomous	ADJ
cana-6333	126	5	predictive	predictive	ADJ
cana-6333	126	6	maintenance	maintenance	NOUN
cana-6333	126	7	systems	system	NOUN
cana-6333	126	8	can	can	AUX
cana-6333	126	9	be	be	AUX
cana-6333	126	10	integrated	integrate	VERB
cana-6333	126	11	with	with	ADP
cana-6333	126	12	self	self	NOUN
cana-6333	126	13	-	-	PUNCT
cana-6333	126	14	driving	drive	VERB
cana-6333	126	15	buses	bus	NOUN
cana-6333	126	16	,	,	PUNCT
cana-6333	126	17	supporting	support	VERB
cana-6333	126	18	safer	safe	ADJ
cana-6333	126	19	and	and	CCONJ
cana-6333	126	20	fully	fully	ADV
cana-6333	126	21	automated	automate	VERB
cana-6333	126	22	public	public	ADJ
cana-6333	126	23	transport	transport	NOUN
cana-6333	126	24	operations	operation	NOUN
cana-6333	126	25	[	[	X
cana-6333	126	26	2	2	NUM
cana-6333	126	27	]	]	PUNCT
cana-6333	126	28	,	,	PUNCT
cana-6333	126	29	[	[	X
cana-6333	126	30	8	8	NUM
cana-6333	126	31	]	]	PUNCT
cana-6333	126	32	.	.	PUNCT
cana-6333	127	1	fig.5	fig.5	NOUN
cana-6333	127	2	:	:	PUNCT
cana-6333	127	3	future	future	ADJ
cana-6333	127	4	trends	trend	NOUN
cana-6333	127	5	of	of	ADP
cana-6333	127	6	predictive	predictive	ADJ
cana-6333	127	7	bus	bus	NOUN
cana-6333	127	8	diagnostics	diagnostic	NOUN
cana-6333	127	9	model	model	NOUN
cana-6333	127	10	.	.	PUNCT
cana-6333	128	1	communications	communication	NOUN
cana-6333	128	2	on	on	ADP
cana-6333	128	3	applied	apply	VERB
cana-6333	128	4	nonlinear	nonlinear	ADJ
cana-6333	128	5	analysis	analysis	NOUN
cana-6333	128	6	issn	issn	NOUN
cana-6333	128	7	:	:	PUNCT
cana-6333	128	8	1074	1074	NUM
cana-6333	128	9	-	-	PUNCT
cana-6333	128	10	133x	133x	NUM
cana-6333	128	11	vol	vol	VERB
cana-6333	128	12	32	32	NUM
cana-6333	128	13	no	no	NOUN
cana-6333	128	14	.	.	PUNCT
cana-6333	129	1	10s	10	NOUN
cana-6333	129	2	(	(	PUNCT
cana-6333	129	3	2025	2025	NUM
cana-6333	129	4	)	)	PUNCT
cana-6333	129	5	3736	3736	NUM
cana-6333	129	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	129	7	8.3	8.3	NUM
cana-6333	129	8	advanced	advanced	ADJ
cana-6333	129	9	sensors	sensor	NOUN
cana-6333	129	10	emerging	emerge	VERB
cana-6333	129	11	sensors	sensor	NOUN
cana-6333	129	12	such	such	ADJ
cana-6333	129	13	as	as	ADP
cana-6333	129	14	vibration	vibration	NOUN
cana-6333	129	15	,	,	PUNCT
cana-6333	129	16	thermal	thermal	ADJ
cana-6333	129	17	imaging	imaging	NOUN
cana-6333	129	18	,	,	PUNCT
cana-6333	129	19	and	and	CCONJ
cana-6333	129	20	gas	gas	NOUN
cana-6333	129	21	detectors	detector	NOUN
cana-6333	129	22	can	can	AUX
cana-6333	129	23	provide	provide	VERB
cana-6333	129	24	more	more	ADV
cana-6333	129	25	comprehensive	comprehensive	ADJ
cana-6333	129	26	insights	insight	NOUN
cana-6333	129	27	into	into	ADP
cana-6333	129	28	bus	bus	NOUN
cana-6333	129	29	component	component	NOUN
cana-6333	129	30	health	health	NOUN
cana-6333	129	31	[	[	X
cana-6333	129	32	7	7	NUM
cana-6333	129	33	]	]	PUNCT
cana-6333	129	34	,	,	PUNCT
cana-6333	129	35	[	[	X
cana-6333	129	36	17	17	NUM
cana-6333	129	37	]	]	PUNCT
cana-6333	129	38	.	.	PUNCT
cana-6333	130	1	8.4	8.4	NUM
cana-6333	130	2	5	5	NUM
cana-6333	130	3	g	g	NOUN
cana-6333	130	4	and	and	CCONJ
cana-6333	130	5	iot	iot	ADJ
cana-6333	130	6	expansion	expansion	NOUN
cana-6333	130	7	as	as	ADP
cana-6333	130	8	5	5	NUM
cana-6333	130	9	g	g	NOUN
cana-6333	130	10	networks	network	NOUN
cana-6333	130	11	and	and	CCONJ
cana-6333	130	12	iot	iot	ADJ
cana-6333	130	13	coverage	coverage	NOUN
cana-6333	130	14	improve	improve	NOUN
cana-6333	130	15	,	,	PUNCT
cana-6333	130	16	real	real	ADJ
cana-6333	130	17	-	-	PUNCT
cana-6333	130	18	time	time	NOUN
cana-6333	130	19	data	datum	NOUN
cana-6333	130	20	transmission	transmission	NOUN
cana-6333	130	21	will	will	AUX
cana-6333	130	22	become	become	VERB
cana-6333	130	23	faster	fast	ADJ
cana-6333	130	24	and	and	CCONJ
cana-6333	130	25	more	more	ADV
cana-6333	130	26	reliable	reliable	ADJ
cana-6333	130	27	,	,	PUNCT
cana-6333	130	28	even	even	ADV
cana-6333	130	29	in	in	ADP
cana-6333	130	30	remote	remote	ADJ
cana-6333	130	31	areas	area	NOUN
cana-6333	130	32	[	[	X
cana-6333	130	33	8	8	NUM
cana-6333	130	34	]	]	PUNCT
cana-6333	130	35	,	,	PUNCT
cana-6333	130	36	[	[	X
cana-6333	130	37	15	15	NUM
cana-6333	130	38	]	]	SYM
cana-6333	130	39	.	.	PUNCT
cana-6333	131	1	8.5	8.5	NUM
cana-6333	131	2	energy	energy	NOUN
cana-6333	131	3	optimization	optimization	NOUN
cana-6333	131	4	predictive	predictive	NOUN
cana-6333	131	5	systems	system	NOUN
cana-6333	131	6	can	can	AUX
cana-6333	131	7	optimize	optimize	VERB
cana-6333	131	8	battery	battery	NOUN
cana-6333	131	9	usage	usage	NOUN
cana-6333	131	10	,	,	PUNCT
cana-6333	131	11	improve	improve	VERB
cana-6333	131	12	charging	charge	VERB
cana-6333	131	13	schedules	schedule	NOUN
cana-6333	131	14	,	,	PUNCT
cana-6333	131	15	and	and	CCONJ
cana-6333	131	16	extend	extend	VERB
cana-6333	131	17	overall	overall	ADJ
cana-6333	131	18	battery	battery	NOUN
cana-6333	131	19	life	life	NOUN
cana-6333	131	20	for	for	ADP
cana-6333	131	21	electric	electric	ADJ
cana-6333	131	22	buses	bus	NOUN
cana-6333	131	23	[	[	X
cana-6333	131	24	1	1	NUM
cana-6333	131	25	]	]	PUNCT
cana-6333	131	26	,	,	PUNCT
cana-6333	131	27	[	[	X
cana-6333	131	28	11	11	NUM
cana-6333	131	29	]	]	SYM
cana-6333	131	30	8.6	8.6	NUM
cana-6333	131	31	smart	smart	ADJ
cana-6333	131	32	city	city	NOUN
cana-6333	131	33	integration	integration	NOUN
cana-6333	131	34	bus	bus	NOUN
cana-6333	131	35	health	health	NOUN
cana-6333	131	36	data	datum	NOUN
cana-6333	131	37	can	can	AUX
cana-6333	131	38	be	be	AUX
cana-6333	131	39	linked	link	VERB
cana-6333	131	40	with	with	ADP
cana-6333	131	41	city	city	NOUN
cana-6333	131	42	traffic	traffic	NOUN
cana-6333	131	43	management	management	NOUN
cana-6333	131	44	and	and	CCONJ
cana-6333	131	45	fleet	fleet	NOUN
cana-6333	131	46	monitoring	monitoring	NOUN
cana-6333	131	47	systems	system	NOUN
cana-6333	131	48	to	to	PART
cana-6333	131	49	improve	improve	VERB
cana-6333	131	50	overall	overall	ADJ
cana-6333	131	51	transportation	transportation	NOUN
cana-6333	131	52	efficiency	efficiency	NOUN
cana-6333	132	1	[	[	X
cana-6333	132	2	12	12	NUM
cana-6333	132	3	]	]	PUNCT
cana-6333	132	4	,	,	PUNCT
cana-6333	132	5	[	[	X
cana-6333	132	6	16	16	NUM
cana-6333	132	7	]	]	PUNCT
cana-6333	132	8	.	.	PUNCT
cana-6333	133	1	8.7	8.7	NUM
cana-6333	133	2	cloud	cloud	ADJ
cana-6333	133	3	-	-	PUNCT
cana-6333	133	4	edge	edge	NOUN
cana-6333	133	5	hybrid	hybrid	NOUN
cana-6333	133	6	systems	system	NOUN
cana-6333	133	7	combining	combine	VERB
cana-6333	133	8	cloud	cloud	NOUN
cana-6333	133	9	analytics	analytic	NOUN
cana-6333	133	10	with	with	ADP
cana-6333	133	11	edge	edge	NOUN
cana-6333	133	12	computing	computing	NOUN
cana-6333	133	13	enables	enable	VERB
cana-6333	133	14	scalable	scalable	ADJ
cana-6333	133	15	,	,	PUNCT
cana-6333	133	16	real	real	ADJ
cana-6333	133	17	-	-	PUNCT
cana-6333	133	18	time	time	NOUN
cana-6333	133	19	diagnostics	diagnostic	NOUN
cana-6333	133	20	for	for	ADP
cana-6333	133	21	large	large	ADJ
cana-6333	133	22	fleets	fleet	NOUN
cana-6333	133	23	,	,	PUNCT
cana-6333	133	24	balancing	balance	VERB
cana-6333	133	25	speed	speed	NOUN
cana-6333	133	26	and	and	CCONJ
cana-6333	133	27	computational	computational	ADJ
cana-6333	133	28	power	power	NOUN
cana-6333	133	29	[	[	X
cana-6333	133	30	4	4	NUM
cana-6333	133	31	]	]	PUNCT
cana-6333	133	32	,	,	PUNCT
cana-6333	133	33	[	[	X
cana-6333	133	34	13	13	NUM
cana-6333	133	35	]	]	PUNCT
cana-6333	133	36	.	.	PUNCT
cana-6333	134	1	8.8	8.8	NUM
cana-6333	134	2	ai	ai	PROPN
cana-6333	134	3	model	model	NOUN
cana-6333	134	4	improvements	improvement	NOUN
cana-6333	134	5	using	use	VERB
cana-6333	134	6	advanced	advanced	ADJ
cana-6333	134	7	ai	ai	NOUN
cana-6333	134	8	methods	method	NOUN
cana-6333	134	9	such	such	ADJ
cana-6333	134	10	as	as	ADP
cana-6333	134	11	deep	deep	ADJ
cana-6333	134	12	learning	learning	NOUN
cana-6333	134	13	and	and	CCONJ
cana-6333	134	14	reinforcement	reinforcement	NOUN
cana-6333	134	15	learning	learning	NOUN
cana-6333	134	16	can	can	AUX
cana-6333	134	17	increase	increase	VERB
cana-6333	134	18	fault	fault	NOUN
cana-6333	134	19	prediction	prediction	NOUN
cana-6333	134	20	accuracy	accuracy	NOUN
cana-6333	134	21	and	and	CCONJ
cana-6333	134	22	reduce	reduce	VERB
cana-6333	134	23	false	false	ADJ
cana-6333	134	24	alarms	alarm	NOUN
cana-6333	134	25	[	[	X
cana-6333	134	26	6	6	NUM
cana-6333	134	27	]	]	PUNCT
cana-6333	134	28	,	,	PUNCT
cana-6333	134	29	[	[	X
cana-6333	134	30	14	14	NUM
cana-6333	134	31	]	]	SYM
cana-6333	134	32	.	.	PUNCT
cana-6333	135	1	8.9	8.9	NUM
cana-6333	135	2	environmental	environmental	ADJ
cana-6333	135	3	benefits	benefit	NOUN
cana-6333	135	4	efficient	efficient	ADJ
cana-6333	135	5	predictive	predictive	ADJ
cana-6333	135	6	maintenance	maintenance	NOUN
cana-6333	135	7	reduces	reduce	VERB
cana-6333	135	8	component	component	NOUN
cana-6333	135	9	waste	waste	NOUN
cana-6333	135	10	,	,	PUNCT
cana-6333	135	11	extends	extend	VERB
cana-6333	135	12	bus	bus	NOUN
cana-6333	135	13	life	life	NOUN
cana-6333	135	14	,	,	PUNCT
cana-6333	135	15	and	and	CCONJ
cana-6333	135	16	supports	support	VERB
cana-6333	135	17	sustainable	sustainable	ADJ
cana-6333	135	18	urban	urban	ADJ
cana-6333	135	19	transportation	transportation	NOUN
cana-6333	135	20	[	[	X
cana-6333	135	21	12	12	NUM
cana-6333	135	22	]	]	PUNCT
cana-6333	135	23	,	,	PUNCT
cana-6333	135	24	[	[	X
cana-6333	135	25	20	20	NUM
cana-6333	135	26	]	]	PUNCT
cana-6333	135	27	.	.	PUNCT
cana-6333	136	1	8.10	8.10	NUM
cana-6333	136	2	mobile	mobile	ADJ
cana-6333	136	3	apps	app	NOUN
cana-6333	136	4	for	for	ADP
cana-6333	136	5	passengers	passenger	NOUN
cana-6333	136	6	future	future	ADJ
cana-6333	136	7	implementations	implementation	NOUN
cana-6333	136	8	may	may	AUX
cana-6333	136	9	notify	notify	VERB
cana-6333	136	10	passengers	passenger	NOUN
cana-6333	136	11	of	of	ADP
cana-6333	136	12	potential	potential	ADJ
cana-6333	136	13	delays	delay	NOUN
cana-6333	136	14	due	due	ADP
cana-6333	136	15	to	to	ADP
cana-6333	136	16	maintenance	maintenance	NOUN
cana-6333	136	17	needs	need	NOUN
cana-6333	136	18	,	,	PUNCT
cana-6333	136	19	improving	improve	VERB
cana-6333	136	20	service	service	NOUN
cana-6333	136	21	reliability	reliability	NOUN
cana-6333	136	22	and	and	CCONJ
cana-6333	136	23	passenger	passenger	NOUN
cana-6333	136	24	experience	experience	NOUN
cana-6333	136	25	[	[	X
cana-6333	136	26	16	16	NUM
cana-6333	136	27	]	]	PUNCT
cana-6333	136	28	,	,	PUNCT
cana-6333	136	29	[	[	X
cana-6333	136	30	18	18	NUM
cana-6333	136	31	]	]	SYM
cana-6333	136	32	.	.	PUNCT
cana-6333	137	1	9	9	X
cana-6333	137	2	.	.	X
cana-6333	137	3	conclusion	conclusion	NOUN
cana-6333	137	4	this	this	DET
cana-6333	137	5	research	research	NOUN
cana-6333	137	6	introduced	introduce	VERB
cana-6333	137	7	a	a	DET
cana-6333	137	8	real	real	ADJ
cana-6333	137	9	-	-	PUNCT
cana-6333	137	10	time	time	NOUN
cana-6333	137	11	mobile	mobile	ADJ
cana-6333	137	12	computing	computing	NOUN
cana-6333	137	13	system	system	NOUN
cana-6333	137	14	for	for	ADP
cana-6333	137	15	predictive	predictive	ADJ
cana-6333	137	16	diagnostics	diagnostic	NOUN
cana-6333	137	17	of	of	ADP
cana-6333	137	18	electric	electric	ADJ
cana-6333	137	19	buses	bus	NOUN
cana-6333	137	20	.	.	PUNCT
cana-6333	138	1	the	the	DET
cana-6333	138	2	work	work	NOUN
cana-6333	138	3	focused	focus	VERB
cana-6333	138	4	on	on	ADP
cana-6333	138	5	building	build	VERB
cana-6333	138	6	an	an	DET
cana-6333	138	7	end	end	NOUN
cana-6333	138	8	-	-	PUNCT
cana-6333	138	9	to	to	ADP
cana-6333	138	10	-	-	PUNCT
cana-6333	138	11	end	end	NOUN
cana-6333	138	12	pipeline	pipeline	NOUN
cana-6333	138	13	that	that	PRON
cana-6333	138	14	collects	collect	VERB
cana-6333	138	15	sensor	sensor	NOUN
cana-6333	138	16	data	datum	NOUN
cana-6333	138	17	,	,	PUNCT
cana-6333	138	18	processes	process	VERB
cana-6333	138	19	it	it	PRON
cana-6333	138	20	on	on	ADP
cana-6333	138	21	a	a	DET
cana-6333	138	22	lightweight	lightweight	ADJ
cana-6333	138	23	device	device	NOUN
cana-6333	138	24	inside	inside	ADP
cana-6333	138	25	the	the	DET
cana-6333	138	26	bus	bus	NOUN
cana-6333	138	27	,	,	PUNCT
cana-6333	138	28	and	and	CCONJ
cana-6333	138	29	analyzes	analyze	VERB
cana-6333	138	30	it	it	PRON
cana-6333	138	31	with	with	ADP
cana-6333	138	32	big	big	ADJ
cana-6333	138	33	data	datum	NOUN
cana-6333	138	34	tools	tool	NOUN
cana-6333	138	35	to	to	PART
cana-6333	138	36	detect	detect	VERB
cana-6333	138	37	possible	possible	ADJ
cana-6333	138	38	faults	fault	NOUN
cana-6333	138	39	early	early	ADV
cana-6333	138	40	.	.	PUNCT
cana-6333	139	1	the	the	DET
cana-6333	139	2	proposed	propose	VERB
cana-6333	139	3	system	system	NOUN
cana-6333	139	4	addresses	address	VERB
cana-6333	139	5	a	a	DET
cana-6333	139	6	key	key	ADJ
cana-6333	139	7	gap	gap	NOUN
cana-6333	139	8	in	in	ADP
cana-6333	139	9	existing	exist	VERB
cana-6333	139	10	studies	study	NOUN
cana-6333	139	11	by	by	ADP
cana-6333	139	12	using	use	VERB
cana-6333	139	13	mobile	mobile	ADJ
cana-6333	139	14	computing	computing	NOUN
cana-6333	139	15	not	not	PART
cana-6333	139	16	only	only	ADV
cana-6333	139	17	for	for	ADP
cana-6333	139	18	data	data	NOUN
cana-6333	139	19	transfer	transfer	NOUN
cana-6333	139	20	but	but	CCONJ
cana-6333	139	21	also	also	ADV
cana-6333	139	22	for	for	ADP
cana-6333	139	23	fast	fast	ADJ
cana-6333	139	24	,	,	PUNCT
cana-6333	139	25	on	on	ADP
cana-6333	139	26	-	-	PUNCT
cana-6333	139	27	bus	bus	NOUN
cana-6333	139	28	analysis	analysis	NOUN
cana-6333	139	29	.	.	PUNCT
cana-6333	140	1	the	the	DET
cana-6333	140	2	case	case	NOUN
cana-6333	140	3	study	study	NOUN
cana-6333	140	4	results	result	NOUN
cana-6333	140	5	show	show	VERB
cana-6333	140	6	clear	clear	ADJ
cana-6333	140	7	benefits	benefit	NOUN
cana-6333	140	8	:	:	PUNCT
cana-6333	140	9	early	early	ADJ
cana-6333	140	10	warnings	warning	NOUN
cana-6333	140	11	about	about	ADP
cana-6333	140	12	battery	battery	NOUN
cana-6333	140	13	temperature	temperature	NOUN
cana-6333	140	14	,	,	PUNCT
cana-6333	140	15	motor	motor	NOUN
cana-6333	140	16	health	health	NOUN
cana-6333	140	17	,	,	PUNCT
cana-6333	140	18	and	and	CCONJ
cana-6333	140	19	brake	brake	NOUN
cana-6333	140	20	wear	wear	NOUN
cana-6333	140	21	helped	help	VERB
cana-6333	140	22	avoid	avoid	VERB
cana-6333	140	23	sudden	sudden	ADJ
cana-6333	140	24	failures	failure	NOUN
cana-6333	140	25	and	and	CCONJ
cana-6333	140	26	reduced	reduce	VERB
cana-6333	140	27	maintenance	maintenance	NOUN
cana-6333	140	28	costs	cost	NOUN
cana-6333	140	29	.	.	PUNCT
cana-6333	141	1	breakdown	breakdown	ADJ
cana-6333	141	2	incidents	incident	NOUN
cana-6333	141	3	dropped	drop	VERB
cana-6333	141	4	significantly	significantly	ADV
cana-6333	141	5	,	,	PUNCT
cana-6333	141	6	and	and	CCONJ
cana-6333	141	7	buses	bus	NOUN
cana-6333	141	8	stayed	stay	VERB
cana-6333	141	9	available	available	ADJ
cana-6333	141	10	for	for	ADP
cana-6333	141	11	longer	long	ADJ
cana-6333	141	12	service	service	NOUN
cana-6333	141	13	hours	hour	NOUN
cana-6333	141	14	.	.	PUNCT
cana-6333	142	1	drivers	driver	NOUN
cana-6333	142	2	and	and	CCONJ
cana-6333	142	3	maintenance	maintenance	NOUN
cana-6333	142	4	staff	staff	NOUN
cana-6333	142	5	reported	report	VERB
cana-6333	142	6	that	that	SCONJ
cana-6333	142	7	the	the	DET
cana-6333	142	8	alerts	alert	NOUN
cana-6333	142	9	and	and	CCONJ
cana-6333	142	10	dashboards	dashboard	NOUN
cana-6333	142	11	were	be	AUX
cana-6333	142	12	easy	easy	ADJ
cana-6333	142	13	to	to	PART
cana-6333	142	14	understand	understand	VERB
cana-6333	142	15	and	and	CCONJ
cana-6333	142	16	improved	improve	VERB
cana-6333	142	17	their	their	PRON
cana-6333	142	18	ability	ability	NOUN
cana-6333	142	19	to	to	PART
cana-6333	142	20	act	act	VERB
cana-6333	142	21	quickly	quickly	ADV
cana-6333	142	22	.	.	PUNCT
cana-6333	143	1	communications	communication	NOUN
cana-6333	143	2	on	on	ADP
cana-6333	143	3	applied	apply	VERB
cana-6333	143	4	nonlinear	nonlinear	ADJ
cana-6333	143	5	analysis	analysis	NOUN
cana-6333	143	6	issn	issn	NOUN
cana-6333	143	7	:	:	PUNCT
cana-6333	143	8	1074	1074	NUM
cana-6333	143	9	-	-	PUNCT
cana-6333	143	10	133x	133x	NUM
cana-6333	143	11	vol	vol	VERB
cana-6333	143	12	32	32	NUM
cana-6333	143	13	no	no	NOUN
cana-6333	143	14	.	.	PUNCT
cana-6333	144	1	10s	10	NOUN
cana-6333	144	2	(	(	PUNCT
cana-6333	144	3	2025	2025	NUM
cana-6333	144	4	)	)	PUNCT
cana-6333	144	5	3737	3737	NUM
cana-6333	144	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	145	1	the	the	DET
cana-6333	145	2	system	system	NOUN
cana-6333	145	3	also	also	ADV
cana-6333	145	4	supports	support	VERB
cana-6333	145	5	the	the	DET
cana-6333	145	6	wider	wide	ADJ
cana-6333	145	7	goals	goal	NOUN
cana-6333	145	8	of	of	ADP
cana-6333	145	9	smart	smart	ADJ
cana-6333	145	10	mobility	mobility	NOUN
cana-6333	145	11	and	and	CCONJ
cana-6333	145	12	sustainable	sustainable	ADJ
cana-6333	145	13	transport	transport	NOUN
cana-6333	145	14	.	.	PUNCT
cana-6333	146	1	keeping	keep	VERB
cana-6333	146	2	electric	electric	ADJ
cana-6333	146	3	buses	bus	NOUN
cana-6333	146	4	in	in	ADP
cana-6333	146	5	good	good	ADJ
cana-6333	146	6	condition	condition	NOUN
cana-6333	146	7	reduces	reduce	VERB
cana-6333	146	8	waste	waste	NOUN
cana-6333	146	9	,	,	PUNCT
cana-6333	146	10	lowers	lower	VERB
cana-6333	146	11	repair	repair	NOUN
cana-6333	146	12	costs	cost	NOUN
cana-6333	146	13	,	,	PUNCT
cana-6333	146	14	and	and	CCONJ
cana-6333	146	15	makes	make	VERB
cana-6333	146	16	public	public	ADJ
cana-6333	146	17	transport	transport	NOUN
cana-6333	146	18	more	more	ADV
cana-6333	146	19	reliable	reliable	ADJ
cana-6333	146	20	for	for	ADP
cana-6333	146	21	passengers	passenger	NOUN
cana-6333	146	22	.	.	PUNCT
cana-6333	147	1	although	although	SCONJ
cana-6333	147	2	the	the	DET
cana-6333	147	3	results	result	NOUN
cana-6333	147	4	are	be	AUX
cana-6333	147	5	promising	promise	VERB
cana-6333	147	6	,	,	PUNCT
cana-6333	147	7	several	several	ADJ
cana-6333	147	8	challenges	challenge	NOUN
cana-6333	147	9	remain	remain	VERB
cana-6333	147	10	,	,	PUNCT
cana-6333	147	11	such	such	ADJ
cana-6333	147	12	as	as	ADP
cana-6333	147	13	handling	handle	VERB
cana-6333	147	14	poor	poor	ADJ
cana-6333	147	15	network	network	NOUN
cana-6333	147	16	coverage	coverage	NOUN
cana-6333	147	17	,	,	PUNCT
cana-6333	147	18	ensuring	ensure	VERB
cana-6333	147	19	data	datum	NOUN
cana-6333	147	20	security	security	NOUN
cana-6333	147	21	,	,	PUNCT
cana-6333	147	22	and	and	CCONJ
cana-6333	147	23	scaling	scale	VERB
cana-6333	147	24	the	the	DET
cana-6333	147	25	solution	solution	NOUN
cana-6333	147	26	to	to	ADP
cana-6333	147	27	very	very	ADV
cana-6333	147	28	large	large	ADJ
cana-6333	147	29	fleets	fleet	NOUN
cana-6333	147	30	.	.	PUNCT
cana-6333	148	1	future	future	ADJ
cana-6333	148	2	work	work	NOUN
cana-6333	148	3	may	may	AUX
cana-6333	148	4	include	include	VERB
cana-6333	148	5	adding	add	VERB
cana-6333	148	6	new	new	ADJ
cana-6333	148	7	sensor	sensor	NOUN
cana-6333	148	8	types	type	NOUN
cana-6333	148	9	,	,	PUNCT
cana-6333	148	10	testing	test	VERB
cana-6333	148	11	deep	deep	ADJ
cana-6333	148	12	learning	learning	NOUN
cana-6333	148	13	models	model	NOUN
cana-6333	148	14	for	for	ADP
cana-6333	148	15	better	well	ADJ
cana-6333	148	16	accuracy	accuracy	NOUN
cana-6333	148	17	,	,	PUNCT
cana-6333	148	18	improving	improve	VERB
cana-6333	148	19	the	the	DET
cana-6333	148	20	offline	offline	ADJ
cana-6333	148	21	mode	mode	NOUN
cana-6333	148	22	during	during	ADP
cana-6333	148	23	network	network	NOUN
cana-6333	148	24	loss	loss	NOUN
cana-6333	148	25	,	,	PUNCT
cana-6333	148	26	and	and	CCONJ
cana-6333	148	27	integrating	integrate	VERB
cana-6333	148	28	the	the	DET
cana-6333	148	29	platform	platform	NOUN
cana-6333	148	30	with	with	ADP
cana-6333	148	31	smart	smart	ADJ
cana-6333	148	32	charging	charging	NOUN
cana-6333	148	33	stations	station	NOUN
cana-6333	148	34	or	or	CCONJ
cana-6333	148	35	city	city	NOUN
cana-6333	148	36	traffic	traffic	NOUN
cana-6333	148	37	systems	system	NOUN
cana-6333	148	38	.	.	PUNCT
cana-6333	149	1	fig.6	fig.6	PROPN
cana-6333	149	2	:	:	PUNCT
cana-6333	149	3	show	show	VERB
cana-6333	149	4	the	the	DET
cana-6333	149	5	results	result	NOUN
cana-6333	149	6	predictive	predictive	ADJ
cana-6333	149	7	bus	bus	NOUN
cana-6333	149	8	diagnostics	diagnostic	NOUN
cana-6333	149	9	model	model	NOUN
cana-6333	149	10	.	.	PUNCT
cana-6333	150	1	in	in	ADP
cana-6333	150	2	summary	summary	NOUN
cana-6333	150	3	,	,	PUNCT
cana-6333	150	4	combining	combine	VERB
cana-6333	150	5	iot	iot	NOUN
cana-6333	150	6	,	,	PUNCT
cana-6333	150	7	mobile	mobile	ADJ
cana-6333	150	8	computing	computing	NOUN
cana-6333	150	9	,	,	PUNCT
cana-6333	150	10	and	and	CCONJ
cana-6333	150	11	big	big	ADJ
cana-6333	150	12	data	datum	NOUN
cana-6333	150	13	analytics	analytic	NOUN
cana-6333	150	14	can	can	AUX
cana-6333	150	15	create	create	VERB
cana-6333	150	16	a	a	DET
cana-6333	150	17	strong	strong	ADJ
cana-6333	150	18	solution	solution	NOUN
cana-6333	150	19	for	for	ADP
cana-6333	150	20	predictive	predictive	ADJ
cana-6333	150	21	maintenance	maintenance	NOUN
cana-6333	150	22	of	of	ADP
cana-6333	150	23	electric	electric	ADJ
cana-6333	150	24	buses	bus	NOUN
cana-6333	150	25	.	.	PUNCT
cana-6333	151	1	the	the	DET
cana-6333	151	2	approach	approach	NOUN
cana-6333	151	3	is	be	AUX
cana-6333	151	4	flexible	flexible	ADJ
cana-6333	151	5	,	,	PUNCT
cana-6333	151	6	cost	cost	NOUN
cana-6333	151	7	-	-	PUNCT
cana-6333	151	8	effective	effective	ADJ
cana-6333	151	9	,	,	PUNCT
cana-6333	151	10	and	and	CCONJ
cana-6333	151	11	ready	ready	ADJ
cana-6333	151	12	to	to	PART
cana-6333	151	13	evolve	evolve	VERB
cana-6333	151	14	with	with	ADP
cana-6333	151	15	upcoming	upcoming	ADJ
cana-6333	151	16	technologies	technology	NOUN
cana-6333	151	17	like	like	ADP
cana-6333	151	18	5	5	NUM
cana-6333	151	19	g	g	NOUN
cana-6333	151	20	,	,	PUNCT
cana-6333	151	21	edge	edge	NOUN
cana-6333	151	22	ai	ai	VERB
cana-6333	151	23	,	,	PUNCT
cana-6333	151	24	and	and	CCONJ
cana-6333	151	25	autonomous	autonomous	ADJ
cana-6333	151	26	vehicles	vehicle	NOUN
cana-6333	151	27	,	,	PUNCT
cana-6333	151	28	paving	pave	VERB
cana-6333	151	29	the	the	DET
cana-6333	151	30	way	way	NOUN
cana-6333	151	31	for	for	ADP
cana-6333	151	32	smarter	smart	ADJ
cana-6333	151	33	,	,	PUNCT
cana-6333	151	34	cleaner	clean	ADJ
cana-6333	151	35	,	,	PUNCT
cana-6333	151	36	and	and	CCONJ
cana-6333	151	37	more	more	ADV
cana-6333	151	38	dependable	dependable	ADJ
cana-6333	151	39	urban	urban	ADJ
cana-6333	151	40	transport	transport	NOUN
cana-6333	151	41	.	.	PUNCT
cana-6333	152	1	acknowledgements	acknowledgement	NOUN
cana-6333	152	2	the	the	DET
cana-6333	152	3	authors	author	NOUN
cana-6333	152	4	would	would	AUX
cana-6333	152	5	like	like	VERB
cana-6333	152	6	to	to	PART
cana-6333	152	7	express	express	VERB
cana-6333	152	8	their	their	PRON
cana-6333	152	9	sincere	sincere	ADJ
cana-6333	152	10	gratitude	gratitude	NOUN
cana-6333	152	11	to	to	ADP
cana-6333	152	12	the	the	DET
cana-6333	152	13	management	management	NOUN
cana-6333	152	14	,	,	PUNCT
cana-6333	152	15	faculty	faculty	NOUN
cana-6333	152	16	,	,	PUNCT
cana-6333	152	17	and	and	CCONJ
cana-6333	152	18	technical	technical	ADJ
cana-6333	152	19	staff	staff	NOUN
cana-6333	152	20	of	of	ADP
cana-6333	152	21	chaudhary	chaudhary	PROPN
cana-6333	152	22	charan	charan	PROPN
cana-6333	152	23	singh	singh	PROPN
cana-6333	152	24	university	university	PROPN
cana-6333	152	25	meerut	meerut	PROPN
cana-6333	152	26	for	for	ADP
cana-6333	152	27	their	their	PRON
cana-6333	152	28	continuous	continuous	ADJ
cana-6333	152	29	guidance	guidance	NOUN
cana-6333	152	30	,	,	PUNCT
cana-6333	152	31	encouragement	encouragement	NOUN
cana-6333	152	32	,	,	PUNCT
cana-6333	152	33	and	and	CCONJ
cana-6333	152	34	valuable	valuable	ADJ
cana-6333	152	35	suggestions	suggestion	NOUN
cana-6333	152	36	throughout	throughout	ADP
cana-6333	152	37	the	the	DET
cana-6333	152	38	course	course	NOUN
cana-6333	152	39	of	of	ADP
cana-6333	152	40	this	this	DET
cana-6333	152	41	research	research	NOUN
cana-6333	152	42	.	.	PUNCT
cana-6333	153	1	we	we	PRON
cana-6333	153	2	are	be	AUX
cana-6333	153	3	especially	especially	ADV
cana-6333	153	4	thankful	thankful	ADJ
cana-6333	153	5	to	to	ADP
cana-6333	153	6	our	our	PRON
cana-6333	153	7	mentors	mentor	NOUN
cana-6333	153	8	and	and	CCONJ
cana-6333	153	9	research	research	NOUN
cana-6333	153	10	supervisors	supervisor	NOUN
cana-6333	153	11	,	,	PUNCT
cana-6333	153	12	whose	whose	DET
cana-6333	153	13	advice	advice	NOUN
cana-6333	153	14	helped	help	VERB
cana-6333	153	15	us	we	PRON
cana-6333	153	16	refine	refine	VERB
cana-6333	153	17	the	the	DET
cana-6333	153	18	design	design	NOUN
cana-6333	153	19	and	and	CCONJ
cana-6333	153	20	implementation	implementation	NOUN
cana-6333	153	21	of	of	ADP
cana-6333	153	22	the	the	DET
cana-6333	153	23	proposed	propose	VERB
cana-6333	153	24	real	real	ADJ
cana-6333	153	25	-	-	PUNCT
cana-6333	153	26	time	time	NOUN
cana-6333	153	27	mobile	mobile	ADJ
cana-6333	153	28	computing	computing	NOUN
cana-6333	153	29	system	system	NOUN
cana-6333	153	30	.	.	PUNCT
cana-6333	154	1	we	we	PRON
cana-6333	154	2	would	would	AUX
cana-6333	154	3	also	also	ADV
cana-6333	154	4	like	like	VERB
cana-6333	154	5	to	to	PART
cana-6333	154	6	acknowledge	acknowledge	VERB
cana-6333	154	7	the	the	DET
cana-6333	154	8	support	support	NOUN
cana-6333	154	9	of	of	ADP
cana-6333	154	10	the	the	DET
cana-6333	154	11	transport	transport	NOUN
cana-6333	154	12	department	department	PROPN
cana-6333	154	13	and	and	CCONJ
cana-6333	154	14	bus	bus	NOUN
cana-6333	154	15	fleet	fleet	NOUN
cana-6333	154	16	operators	operator	NOUN
cana-6333	154	17	,	,	PUNCT
cana-6333	154	18	who	who	PRON
cana-6333	154	19	provided	provide	VERB
cana-6333	154	20	access	access	NOUN
cana-6333	154	21	to	to	ADP
cana-6333	154	22	vehicles	vehicle	NOUN
cana-6333	154	23	for	for	ADP
cana-6333	154	24	installing	instal	VERB
cana-6333	154	25	sensors	sensor	NOUN
cana-6333	154	26	and	and	CCONJ
cana-6333	154	27	running	running	NOUN
cana-6333	154	28	pilot	pilot	NOUN
cana-6333	154	29	experiments	experiment	NOUN
cana-6333	154	30	.	.	PUNCT
cana-6333	155	1	their	their	PRON
cana-6333	155	2	feedback	feedback	NOUN
cana-6333	155	3	on	on	ADP
cana-6333	155	4	system	system	NOUN
cana-6333	155	5	usability	usability	NOUN
cana-6333	155	6	and	and	CCONJ
cana-6333	155	7	performance	performance	NOUN
cana-6333	155	8	was	be	AUX
cana-6333	155	9	essential	essential	ADJ
cana-6333	155	10	for	for	ADP
cana-6333	155	11	improving	improve	VERB
cana-6333	155	12	our	our	PRON
cana-6333	155	13	solution	solution	NOUN
cana-6333	155	14	.	.	PUNCT
cana-6333	156	1	special	special	ADJ
cana-6333	156	2	appreciation	appreciation	NOUN
cana-6333	156	3	goes	go	VERB
cana-6333	156	4	to	to	ADP
cana-6333	156	5	our	our	PRON
cana-6333	156	6	colleagues	colleague	NOUN
cana-6333	156	7	and	and	CCONJ
cana-6333	156	8	students	student	NOUN
cana-6333	156	9	who	who	PRON
cana-6333	156	10	assisted	assist	VERB
cana-6333	156	11	in	in	ADP
cana-6333	156	12	preparing	prepare	VERB
cana-6333	156	13	datasets	dataset	NOUN
cana-6333	156	14	,	,	PUNCT
cana-6333	156	15	running	run	VERB
cana-6333	156	16	simulations	simulation	NOUN
cana-6333	156	17	,	,	PUNCT
cana-6333	156	18	and	and	CCONJ
cana-6333	156	19	reviewing	review	VERB
cana-6333	156	20	the	the	DET
cana-6333	156	21	manuscript	manuscript	NOUN
cana-6333	156	22	.	.	PUNCT
cana-6333	157	1	finally	finally	ADV
cana-6333	157	2	,	,	PUNCT
cana-6333	157	3	we	we	PRON
cana-6333	157	4	gratefully	gratefully	ADV
cana-6333	157	5	recognize	recognize	VERB
cana-6333	157	6	any	any	DET
cana-6333	157	7	open	open	ADJ
cana-6333	157	8	-	-	PUNCT
cana-6333	157	9	source	source	NOUN
cana-6333	157	10	communities	community	NOUN
cana-6333	157	11	,	,	PUNCT
cana-6333	157	12	developers	developer	NOUN
cana-6333	157	13	of	of	ADP
cana-6333	157	14	big	big	ADJ
cana-6333	157	15	data	datum	NOUN
cana-6333	157	16	and	and	CCONJ
cana-6333	157	17	iot	iot	NOUN
cana-6333	157	18	tools	tool	NOUN
cana-6333	157	19	,	,	PUNCT
cana-6333	157	20	and	and	CCONJ
cana-6333	157	21	all	all	DET
cana-6333	157	22	researchers	researcher	NOUN
cana-6333	157	23	whose	whose	DET
cana-6333	157	24	prior	prior	ADJ
cana-6333	157	25	work	work	NOUN
cana-6333	157	26	laid	lay	VERB
cana-6333	157	27	the	the	DET
cana-6333	157	28	foundation	foundation	NOUN
cana-6333	157	29	for	for	ADP
cana-6333	157	30	our	our	PRON
cana-6333	157	31	study	study	NOUN
cana-6333	157	32	.	.	PUNCT
cana-6333	158	1	communications	communication	NOUN
cana-6333	158	2	on	on	ADP
cana-6333	158	3	applied	apply	VERB
cana-6333	158	4	nonlinear	nonlinear	ADJ
cana-6333	158	5	analysis	analysis	NOUN
cana-6333	158	6	issn	issn	NOUN
cana-6333	158	7	:	:	PUNCT
cana-6333	158	8	1074	1074	NUM
cana-6333	158	9	-	-	PUNCT
cana-6333	158	10	133x	133x	NUM
cana-6333	158	11	vol	vol	VERB
cana-6333	158	12	32	32	NUM
cana-6333	158	13	no	no	NOUN
cana-6333	158	14	.	.	PUNCT
cana-6333	159	1	10s	10	NOUN
cana-6333	159	2	(	(	PUNCT
cana-6333	159	3	2025	2025	NUM
cana-6333	159	4	)	)	PUNCT
cana-6333	159	5	3738	3738	NUM
cana-6333	160	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-6333	160	2	references	reference	NOUN
cana-6333	160	3	[	[	X
cana-6333	160	4	1	1	NUM
cana-6333	160	5	]	]	PUNCT
cana-6333	160	6	a.	a.	NOUN
cana-6333	160	7	kumar	kumar	PROPN
cana-6333	160	8	,	,	PUNCT
cana-6333	160	9	r.	r.	PROPN
cana-6333	160	10	singh	singh	PROPN
cana-6333	160	11	,	,	PUNCT
cana-6333	160	12	and	and	CCONJ
cana-6333	160	13	p.	p.	PROPN
cana-6333	160	14	sharma	sharma	PROPN
cana-6333	160	15	,	,	PUNCT
cana-6333	160	16	“	"	PUNCT
cana-6333	160	17	predictive	predictive	ADJ
cana-6333	160	18	maintenance	maintenance	NOUN
cana-6333	160	19	for	for	ADP
cana-6333	160	20	electric	electric	ADJ
cana-6333	160	21	vehicles	vehicle	NOUN
cana-6333	160	22	using	use	VERB
cana-6333	160	23	iot	iot	NOUN
cana-6333	160	24	and	and	CCONJ
cana-6333	160	25	machine	machine	NOUN
cana-6333	160	26	learning	learning	NOUN
cana-6333	160	27	,	,	PUNCT
cana-6333	160	28	”	"	PUNCT
cana-6333	160	29	ieee	ieee	NOUN
cana-6333	160	30	access	access	NOUN
cana-6333	160	31	,	,	PUNCT
cana-6333	160	32	vol	vol	NOUN
cana-6333	160	33	.	.	NOUN
cana-6333	160	34	9	9	NUM
cana-6333	160	35	,	,	PUNCT
cana-6333	160	36	pp	pp	ADJ
cana-6333	160	37	.	.	PUNCT
cana-6333	160	38	12045–12055	12045–12055	NUM
cana-6333	160	39	,	,	PUNCT
cana-6333	160	40	2021	2021	NUM
cana-6333	160	41	.	.	PUNCT
cana-6333	161	1	[	[	X
cana-6333	161	2	2	2	NUM
cana-6333	161	3	]	]	PUNCT
cana-6333	161	4	l.	l.	PROPN
cana-6333	161	5	zhang	zhang	PROPN
cana-6333	161	6	,	,	PUNCT
cana-6333	161	7	m.	m.	PROPN
cana-6333	161	8	chen	chen	PROPN
cana-6333	161	9	,	,	PUNCT
cana-6333	161	10	and	and	CCONJ
cana-6333	161	11	y.	y.	PROPN
cana-6333	161	12	li	li	PROPN
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cana-6333	161	14	“	"	PUNCT
cana-6333	161	15	edge	edge	NOUN
cana-6333	161	16	computing	computing	NOUN
cana-6333	161	17	-	-	PUNCT
cana-6333	161	18	based	base	VERB
cana-6333	161	19	fault	fault	NOUN
cana-6333	161	20	detection	detection	NOUN
cana-6333	161	21	for	for	ADP
cana-6333	161	22	smart	smart	ADJ
cana-6333	161	23	transportation	transportation	NOUN
cana-6333	161	24	,	,	PUNCT
cana-6333	161	25	”	"	PUNCT
cana-6333	161	26	ieee	ieee	NOUN
cana-6333	161	27	internet	internet	NOUN
cana-6333	161	28	of	of	ADP
cana-6333	161	29	things	thing	NOUN
cana-6333	161	30	journal	journal	NOUN
cana-6333	161	31	,	,	PUNCT
cana-6333	161	32	vol	vol	NOUN
cana-6333	161	33	.	.	PROPN
cana-6333	161	34	8	8	NUM
cana-6333	161	35	,	,	PUNCT
cana-6333	161	36	no	no	INTJ
cana-6333	161	37	.	.	NOUN
cana-6333	161	38	7	7	NUM
cana-6333	161	39	,	,	PUNCT
cana-6333	161	40	pp	pp	ADJ
cana-6333	161	41	.	.	PUNCT
cana-6333	161	42	5564–5573	5564–5573	NUM
cana-6333	161	43	,	,	PUNCT
cana-6333	161	44	apr	apr	NOUN
cana-6333	161	45	.	.	NOUN
cana-6333	161	46	2021	2021	NUM
cana-6333	161	47	.	.	PUNCT
cana-6333	162	1	[	[	X
cana-6333	162	2	3	3	X
cana-6333	162	3	]	]	X
cana-6333	162	4	s.	s.	PROPN
cana-6333	162	5	patel	patel	PROPN
cana-6333	162	6	and	and	CCONJ
cana-6333	162	7	d.	d.	PROPN
cana-6333	162	8	joshi	joshi	PROPN
cana-6333	162	9	,	,	PUNCT
cana-6333	162	10	“	"	PUNCT
cana-6333	162	11	real	real	ADJ
cana-6333	162	12	-	-	PUNCT
cana-6333	162	13	time	time	NOUN
cana-6333	162	14	data	datum	NOUN
cana-6333	162	15	analytics	analytic	NOUN
cana-6333	162	16	for	for	ADP
cana-6333	162	17	electric	electric	ADJ
cana-6333	162	18	bus	bus	NOUN
cana-6333	162	19	monitoring	monitoring	NOUN
cana-6333	162	20	,	,	PUNCT
cana-6333	162	21	”	"	PUNCT
cana-6333	162	22	in	in	ADP
cana-6333	162	23	proc	proc	NOUN
cana-6333	162	24	.	.	PUNCT
cana-6333	163	1	2022	2022	NUM
cana-6333	163	2	int	int	NOUN
cana-6333	163	3	.	.	PUNCT
cana-6333	163	4	conf	conf	PROPN
cana-6333	163	5	.	.	PUNCT
cana-6333	164	1	on	on	ADP
cana-6333	164	2	smart	smart	ADJ
cana-6333	164	3	mobility	mobility	NOUN
cana-6333	164	4	and	and	CCONJ
cana-6333	164	5	sustainable	sustainable	ADJ
cana-6333	164	6	transport	transport	NOUN
cana-6333	164	7	,	,	PUNCT
cana-6333	164	8	pp	pp	ADV
cana-6333	164	9	.	.	PUNCT
cana-6333	164	10	45–50	45–50	NOUN
cana-6333	164	11	.	.	PUNCT
cana-6333	165	1	[	[	X
cana-6333	165	2	4	4	X
cana-6333	165	3	]	]	X
cana-6333	165	4	j.	j.	PROPN
cana-6333	165	5	brown	brown	PROPN
cana-6333	165	6	and	and	CCONJ
cana-6333	165	7	m.	m.	NOUN
cana-6333	165	8	zhao	zhao	PROPN
cana-6333	165	9	,	,	PUNCT
cana-6333	165	10	“	"	PUNCT
cana-6333	165	11	big	big	ADJ
cana-6333	165	12	data	data	NOUN
cana-6333	165	13	frameworks	framework	NOUN
cana-6333	165	14	for	for	ADP
cana-6333	165	15	vehicle	vehicle	NOUN
cana-6333	165	16	health	health	NOUN
cana-6333	165	17	monitoring	monitoring	NOUN
cana-6333	165	18	,	,	PUNCT
cana-6333	165	19	”	"	PUNCT
cana-6333	165	20	ieee	ieee	NOUN
cana-6333	165	21	transactions	transaction	NOUN
cana-6333	165	22	on	on	ADP
cana-6333	165	23	intelligent	intelligent	ADJ
cana-6333	165	24	transportation	transportation	NOUN
cana-6333	165	25	systems	system	NOUN
cana-6333	165	26	,	,	PUNCT
cana-6333	165	27	vol	vol	NOUN
cana-6333	165	28	.	.	PROPN
cana-6333	165	29	22	22	NUM
cana-6333	165	30	,	,	PUNCT
cana-6333	165	31	no	no	INTJ
cana-6333	165	32	.	.	NOUN
cana-6333	165	33	4	4	NUM
cana-6333	165	34	,	,	PUNCT
cana-6333	165	35	pp	pp	ADJ
cana-6333	165	36	.	.	PUNCT
cana-6333	166	1	2301–2310	2301–2310	NUM
cana-6333	166	2	,	,	PUNCT
cana-6333	166	3	apr	apr	PROPN
cana-6333	166	4	.	.	PROPN
cana-6333	166	5	2021	2021	NUM
cana-6333	166	6	.	.	PUNCT
cana-6333	167	1	[	[	X
cana-6333	167	2	5	5	X
cana-6333	167	3	]	]	PUNCT
cana-6333	167	4	h.	h.	PROPN
cana-6333	167	5	kim	kim	PROPN
cana-6333	167	6	,	,	PUNCT
cana-6333	167	7	t.	t.	NOUN
cana-6333	167	8	park	park	NOUN
cana-6333	167	9	,	,	PUNCT
cana-6333	167	10	and	and	CCONJ
cana-6333	167	11	y.	y.	NOUN
cana-6333	167	12	choi	choi	NOUN
cana-6333	167	13	,	,	PUNCT
cana-6333	167	14	“	"	PUNCT
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cana-6333	167	16	computing	computing	NOUN
cana-6333	167	17	in	in	ADP
cana-6333	167	18	connected	connected	ADJ
cana-6333	167	19	electric	electric	ADJ
cana-6333	167	20	vehicles	vehicle	NOUN
cana-6333	167	21	:	:	PUNCT
cana-6333	167	22	a	a	DET
cana-6333	167	23	survey	survey	NOUN
cana-6333	167	24	,	,	PUNCT
cana-6333	167	25	”	"	PUNCT
cana-6333	167	26	ieee	ieee	NOUN
cana-6333	167	27	communications	communication	NOUN
cana-6333	167	28	surveys	survey	NOUN
cana-6333	167	29	&	&	CCONJ
cana-6333	167	30	tutorials	tutorial	NOUN
cana-6333	167	31	,	,	PUNCT
cana-6333	167	32	vol	vol	NOUN
cana-6333	167	33	.	.	PROPN
cana-6333	167	34	23	23	NUM
cana-6333	167	35	,	,	PUNCT
cana-6333	167	36	no	no	INTJ
cana-6333	167	37	.	.	NOUN
cana-6333	167	38	3	3	NUM
cana-6333	167	39	,	,	PUNCT
cana-6333	167	40	pp	pp	ADJ
cana-6333	167	41	.	.	PUNCT
cana-6333	167	42	1801–1823	1801–1823	NUM
cana-6333	167	43	,	,	PUNCT
cana-6333	167	44	2021	2021	NUM
cana-6333	167	45	.	.	PUNCT
cana-6333	168	1	[	[	X
cana-6333	168	2	6	6	NUM
cana-6333	168	3	]	]	PUNCT
cana-6333	168	4	s.	s.	PROPN
cana-6333	168	5	sharma	sharma	PROPN
cana-6333	168	6	,	,	PUNCT
cana-6333	168	7	“	"	PUNCT
cana-6333	168	8	machine	machine	NOUN
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cana-6333	168	10	algorithms	algorithm	NOUN
cana-6333	168	11	for	for	ADP
cana-6333	168	12	predictive	predictive	ADJ
cana-6333	168	13	diagnostics	diagnostic	NOUN
cana-6333	168	14	,	,	PUNCT
cana-6333	168	15	”	"	PUNCT
cana-6333	168	16	in	in	ADP
cana-6333	168	17	handbook	handbook	NOUN
cana-6333	168	18	of	of	ADP
cana-6333	168	19	artificial	artificial	ADJ
cana-6333	168	20	intelligence	intelligence	NOUN
cana-6333	168	21	in	in	ADP
cana-6333	168	22	transportation	transportation	NOUN
cana-6333	168	23	,	,	PUNCT
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cana-6333	168	25	,	,	PUNCT
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cana-6333	168	27	,	,	PUNCT
cana-6333	168	28	pp	pp	ADJ
cana-6333	168	29	.	.	PUNCT
cana-6333	169	1	201–223	201–223	NUM
cana-6333	169	2	.	.	PUNCT
cana-6333	170	1	[	[	X
cana-6333	170	2	7	7	NUM
cana-6333	170	3	]	]	X
cana-6333	170	4	a.	a.	NOUN
cana-6333	170	5	gupta	gupta	PROPN
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cana-6333	170	10	“	"	PUNCT
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cana-6333	170	12	of	of	ADP
cana-6333	170	13	iot	iot	NOUN
cana-6333	170	14	-	-	PUNCT
cana-6333	170	15	enabled	enable	VERB
cana-6333	170	16	diagnostic	diagnostic	ADJ
cana-6333	170	17	systems	system	NOUN
cana-6333	170	18	for	for	ADP
cana-6333	170	19	buses	bus	NOUN
cana-6333	170	20	,	,	PUNCT
cana-6333	170	21	”	"	PUNCT
cana-6333	170	22	journal	journal	NOUN
cana-6333	170	23	of	of	ADP
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cana-6333	170	26	,	,	PUNCT
cana-6333	170	27	vol	vol	NOUN
cana-6333	170	28	.	.	PROPN
cana-6333	170	29	148	148	NUM
cana-6333	170	30	,	,	PUNCT
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cana-6333	171	1	1–9	1–9	NOUN
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cana-6333	171	4	.	.	PUNCT
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cana-6333	172	2	8	8	NUM
cana-6333	172	3	]	]	PUNCT
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cana-6333	172	6	and	and	CCONJ
cana-6333	172	7	l.	l.	PROPN
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cana-6333	172	14	5	5	NUM
cana-6333	172	15	g	g	NOUN
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cana-6333	172	17	in	in	ADP
cana-6333	172	18	smart	smart	ADJ
cana-6333	172	19	public	public	ADJ
cana-6333	172	20	transport	transport	NOUN
cana-6333	172	21	,	,	PUNCT
cana-6333	172	22	”	"	PUNCT
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cana-6333	172	30	16	16	NUM
cana-6333	172	31	,	,	PUNCT
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cana-6333	172	34	3	3	NUM
cana-6333	172	35	,	,	PUNCT
cana-6333	172	36	pp	pp	ADJ
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cana-6333	172	38	48–56	48–56	NUM
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cana-6333	172	42	2021	2021	NUM
cana-6333	172	43	.	.	PUNCT
cana-6333	173	1	[	[	X
cana-6333	173	2	9	9	NUM
cana-6333	173	3	]	]	SYM
cana-6333	173	4	apache	apache	PROPN
cana-6333	173	5	software	software	PROPN
cana-6333	173	6	foundation	foundation	PROPN
cana-6333	173	7	,	,	PUNCT
cana-6333	173	8	“	"	PUNCT
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cana-6333	173	13	”	"	PUNCT
cana-6333	173	14	[	[	X
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cana-6333	173	16	]	]	X
cana-6333	173	17	.	.	PUNCT
cana-6333	174	1	available	available	ADJ
cana-6333	174	2	:	:	PUNCT
cana-6333	174	3	https://kafka.apache.org/documentation/.	https://kafka.apache.org/documentation/.	PROPN
cana-6333	175	1	[	[	X
cana-6333	175	2	accessed	access	VERB
cana-6333	175	3	:	:	PUNCT
cana-6333	175	4	sept	sept	PROPN
cana-6333	175	5	.	.	PROPN
cana-6333	175	6	15	15	NUM
cana-6333	175	7	,	,	PUNCT
cana-6333	175	8	2025	2025	NUM
cana-6333	175	9	]	]	PUNCT
cana-6333	175	10	.	.	PUNCT
cana-6333	176	1	[	[	X
cana-6333	176	2	10	10	NUM
cana-6333	176	3	]	]	PUNCT
cana-6333	176	4	spark	spark	NOUN
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cana-6333	176	6	,	,	PUNCT
cana-6333	176	7	“	"	PUNCT
cana-6333	176	8	spark	spark	VERB
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cana-6333	176	10	programming	programming	NOUN
cana-6333	176	11	guide	guide	NOUN
cana-6333	176	12	,	,	PUNCT
cana-6333	176	13	”	"	PUNCT
cana-6333	176	14	[	[	X
cana-6333	176	15	online	online	X
cana-6333	176	16	]	]	X
cana-6333	176	17	.	.	PUNCT
cana-6333	177	1	available	available	ADJ
cana-6333	177	2	:	:	PUNCT
cana-6333	178	1	https://spark.apache.org/streaming/.	https://spark.apache.org/streaming/.	NUM
cana-6333	179	1	[	[	X
cana-6333	179	2	accessed	access	VERB
cana-6333	179	3	:	:	PUNCT
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cana-6333	179	5	.	.	PROPN
cana-6333	179	6	15	15	NUM
cana-6333	179	7	,	,	PUNCT
cana-6333	179	8	2025	2025	NUM
cana-6333	179	9	]	]	PUNCT
cana-6333	179	10	.	.	PUNCT
cana-6333	180	1	[	[	X
cana-6333	180	2	11	11	NUM
cana-6333	180	3	]	]	PUNCT
cana-6333	180	4	p.	p.	NOUN
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cana-6333	180	10	“	"	PUNCT
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cana-6333	180	12	-	-	PUNCT
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cana-6333	180	28	,	,	PUNCT
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cana-6333	180	30	.	.	NOUN
cana-6333	180	31	15	15	NUM
cana-6333	180	32	,	,	PUNCT
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cana-6333	181	1	[	[	X
cana-6333	181	2	12	12	NUM
cana-6333	181	3	]	]	PUNCT
cana-6333	181	4	r.	r.	PROPN
cana-6333	181	5	oliveira	oliveira	PROPN
cana-6333	181	6	,	,	PUNCT
cana-6333	181	7	m.	m.	PROPN
cana-6333	181	8	ferreira	ferreira	PROPN
cana-6333	181	9	,	,	PUNCT
cana-6333	181	10	and	and	CCONJ
cana-6333	181	11	c.	c.	PROPN
cana-6333	181	12	santos	santos	PROPN
cana-6333	181	13	,	,	PUNCT
cana-6333	181	14	“	"	PUNCT
cana-6333	181	15	predictive	predictive	ADJ
cana-6333	181	16	maintenance	maintenance	NOUN
cana-6333	181	17	in	in	ADP
cana-6333	181	18	electric	electric	ADJ
cana-6333	181	19	mobility	mobility	NOUN
cana-6333	181	20	:	:	PUNCT
cana-6333	181	21	a	a	DET
cana-6333	181	22	review	review	NOUN
cana-6333	181	23	,	,	PUNCT
cana-6333	181	24	”	"	PUNCT
cana-6333	181	25	renewable	renewable	ADJ
cana-6333	181	26	and	and	CCONJ
cana-6333	181	27	sustainable	sustainable	ADJ
cana-6333	181	28	energy	energy	NOUN
cana-6333	181	29	reviews	review	NOUN
cana-6333	181	30	,	,	PUNCT
cana-6333	181	31	vol	vol	NOUN
cana-6333	181	32	.	.	PROPN
cana-6333	181	33	152	152	NUM
cana-6333	181	34	,	,	PUNCT
cana-6333	181	35	p.	p.	NOUN
cana-6333	181	36	111689	111689	NUM
cana-6333	181	37	,	,	PUNCT
cana-6333	181	38	2021	2021	NUM
cana-6333	181	39	.	.	PUNCT
cana-6333	182	1	[	[	X
cana-6333	182	2	13	13	NUM
cana-6333	182	3	]	]	X
cana-6333	182	4	d.	d.	PROPN
cana-6333	182	5	patel	patel	PROPN
cana-6333	182	6	and	and	CCONJ
cana-6333	182	7	j.	j.	PROPN
cana-6333	182	8	george	george	PROPN
cana-6333	182	9	,	,	PUNCT
cana-6333	182	10	“	"	PUNCT
cana-6333	182	11	cloud	cloud	ADJ
cana-6333	182	12	-	-	PUNCT
cana-6333	182	13	edge	edge	NOUN
cana-6333	182	14	collaboration	collaboration	NOUN
cana-6333	182	15	for	for	ADP
cana-6333	182	16	vehicle	vehicle	NOUN
cana-6333	182	17	diagnostics	diagnostic	NOUN
cana-6333	182	18	,	,	PUNCT
cana-6333	182	19	”	"	PUNCT
cana-6333	182	20	in	in	ADP
cana-6333	182	21	proc	proc	NOUN
cana-6333	182	22	.	.	PUNCT
cana-6333	183	1	2023	2023	NUM
cana-6333	183	2	ieee	ieee	NOUN
cana-6333	183	3	int	int	NOUN
cana-6333	183	4	.	.	PUNCT
cana-6333	183	5	conf	conf	PROPN
cana-6333	183	6	.	.	PUNCT
cana-6333	184	1	on	on	ADP
cana-6333	184	2	cloud	cloud	NOUN
cana-6333	184	3	computing	computing	NOUN
cana-6333	184	4	and	and	CCONJ
cana-6333	184	5	edge	edge	NOUN
cana-6333	184	6	intelligence	intelligence	NOUN
cana-6333	184	7	,	,	PUNCT
cana-6333	184	8	pp	pp	ADJ
cana-6333	184	9	.	.	PUNCT
cana-6333	185	1	110–117	110–117	NUM
cana-6333	185	2	.	.	PUNCT
cana-6333	186	1	[	[	X
cana-6333	186	2	14	14	NUM
cana-6333	186	3	]	]	X
cana-6333	186	4	y.	y.	PROPN
cana-6333	186	5	luo	luo	PROPN
cana-6333	186	6	and	and	CCONJ
cana-6333	186	7	x.	x.	PROPN
cana-6333	186	8	zhang	zhang	PROPN
cana-6333	186	9	,	,	PUNCT
cana-6333	186	10	“	"	PUNCT
cana-6333	186	11	real	real	ADJ
cana-6333	186	12	-	-	PUNCT
cana-6333	186	13	time	time	NOUN
cana-6333	186	14	bus	bus	NOUN
cana-6333	186	15	condition	condition	NOUN
cana-6333	186	16	monitoring	monitoring	NOUN
cana-6333	186	17	using	use	VERB
cana-6333	186	18	deep	deep	ADJ
cana-6333	186	19	learning	learning	NOUN
cana-6333	186	20	,	,	PUNCT
cana-6333	186	21	”	"	PUNCT
cana-6333	186	22	ieee	ieee	NOUN
cana-6333	186	23	transactions	transaction	NOUN
cana-6333	186	24	on	on	ADP
cana-6333	186	25	industrial	industrial	ADJ
cana-6333	186	26	informatics	informatic	NOUN
cana-6333	186	27	,	,	PUNCT
cana-6333	186	28	vol	vol	NOUN
cana-6333	186	29	.	.	PROPN
cana-6333	186	30	18	18	NUM
cana-6333	186	31	,	,	PUNCT
cana-6333	186	32	no	no	INTJ
cana-6333	186	33	.	.	NOUN
cana-6333	186	34	2	2	NUM
cana-6333	186	35	,	,	PUNCT
cana-6333	186	36	pp	pp	ADJ
cana-6333	186	37	.	.	PUNCT
cana-6333	187	1	951–960	951–960	NUM
cana-6333	187	2	,	,	PUNCT
cana-6333	187	3	feb	feb	PROPN
cana-6333	187	4	.	.	PROPN
cana-6333	187	5	2022	2022	NUM
cana-6333	187	6	.	.	PUNCT
cana-6333	188	1	[	[	X
cana-6333	188	2	15	15	NUM
cana-6333	188	3	]	]	X
cana-6333	188	4	n.	n.	PROPN
cana-6333	188	5	das	das	PROPN
cana-6333	188	6	and	and	CCONJ
cana-6333	188	7	s.	s.	PROPN
cana-6333	188	8	bandyopadhyay	bandyopadhyay	PROPN
cana-6333	188	9	,	,	PUNCT
cana-6333	188	10	“	"	PUNCT
cana-6333	188	11	secure	secure	ADJ
cana-6333	188	12	communication	communication	NOUN
cana-6333	188	13	in	in	ADP
cana-6333	188	14	iot	iot	NOUN
cana-6333	188	15	-	-	PUNCT
cana-6333	188	16	based	base	VERB
cana-6333	188	17	transport	transport	NOUN
cana-6333	188	18	systems	system	NOUN
cana-6333	188	19	,	,	PUNCT
cana-6333	188	20	”	"	PUNCT
cana-6333	188	21	ieee	ieee	NOUN
cana-6333	188	22	transactions	transaction	NOUN
cana-6333	188	23	on	on	ADP
cana-6333	188	24	vehicular	vehicular	ADJ
cana-6333	188	25	technology	technology	NOUN
cana-6333	188	26	,	,	PUNCT
cana-6333	188	27	vol	vol	NOUN
cana-6333	188	28	.	.	PROPN
cana-6333	188	29	70	70	NUM
cana-6333	188	30	,	,	PUNCT
cana-6333	188	31	no	no	INTJ
cana-6333	188	32	.	.	NOUN
cana-6333	188	33	12	12	NUM
cana-6333	188	34	,	,	PUNCT
cana-6333	188	35	pp	pp	ADJ
cana-6333	188	36	.	.	PUNCT
cana-6333	189	1	12614–12624	12614–12624	NUM
cana-6333	189	2	,	,	PUNCT
cana-6333	189	3	dec	dec	PROPN
cana-6333	189	4	.	.	PROPN
cana-6333	189	5	2021	2021	NUM
cana-6333	189	6	.	.	PUNCT
cana-6333	190	1	[	[	X
cana-6333	190	2	16	16	NUM
cana-6333	190	3	]	]	PUNCT
cana-6333	190	4	k.	k.	PROPN
cana-6333	190	5	ali	ali	PROPN
cana-6333	190	6	and	and	CCONJ
cana-6333	190	7	b.	b.	PROPN
cana-6333	190	8	khan	khan	PROPN
cana-6333	190	9	,	,	PUNCT
cana-6333	190	10	“	"	PUNCT
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cana-6333	190	12	architectures	architecture	NOUN
cana-6333	190	13	for	for	ADP
cana-6333	190	14	predictive	predictive	ADJ
cana-6333	190	15	analytics	analytic	NOUN
cana-6333	190	16	in	in	ADP
cana-6333	190	17	public	public	ADJ
cana-6333	190	18	transport	transport	NOUN
cana-6333	190	19	,	,	PUNCT
cana-6333	190	20	”	"	PUNCT
cana-6333	190	21	journal	journal	NOUN
cana-6333	190	22	of	of	ADP
cana-6333	190	23	big	big	ADJ
cana-6333	190	24	data	datum	NOUN
cana-6333	190	25	,	,	PUNCT
cana-6333	190	26	vol	vol	NOUN
cana-6333	190	27	.	.	PROPN
cana-6333	190	28	9	9	NUM
cana-6333	190	29	,	,	PUNCT
cana-6333	190	30	no	no	INTJ
cana-6333	190	31	.	.	NOUN
cana-6333	190	32	31	31	NUM
cana-6333	190	33	,	,	PUNCT
cana-6333	190	34	pp	pp	ADJ
cana-6333	190	35	.	.	PUNCT
cana-6333	191	1	1–17	1–17	NOUN
cana-6333	191	2	,	,	PUNCT
cana-6333	191	3	2022	2022	NUM
cana-6333	191	4	.	.	PUNCT
cana-6333	192	1	[	[	X
cana-6333	192	2	17	17	NUM
cana-6333	192	3	]	]	X
cana-6333	192	4	s.	s.	PROPN
cana-6333	192	5	ramesh	ramesh	PROPN
cana-6333	192	6	and	and	CCONJ
cana-6333	192	7	t.	t.	PROPN
cana-6333	192	8	mathew	mathew	PROPN
cana-6333	192	9	,	,	PUNCT
cana-6333	192	10	“	"	PUNCT
cana-6333	192	11	testing	testing	NOUN
cana-6333	192	12	of	of	ADP
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cana-6333	192	14	bus	bus	NOUN
cana-6333	192	15	components	component	NOUN
cana-6333	192	16	using	use	VERB
cana-6333	192	17	iot	iot	ADJ
cana-6333	192	18	sensors	sensor	NOUN
cana-6333	192	19	,	,	PUNCT
cana-6333	192	20	”	"	PUNCT
cana-6333	192	21	ieee	ieee	NOUN
cana-6333	192	22	instrumentation	instrumentation	NOUN
cana-6333	192	23	&	&	CCONJ
cana-6333	192	24	measurement	measurement	PROPN
cana-6333	192	25	magazine	magazine	PROPN
cana-6333	192	26	,	,	PUNCT
cana-6333	192	27	vol	vol	NOUN
cana-6333	192	28	.	.	PROPN
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cana-6333	192	30	,	,	PUNCT
cana-6333	192	31	no	no	INTJ
cana-6333	192	32	.	.	NOUN
cana-6333	192	33	3	3	NUM
cana-6333	192	34	,	,	PUNCT
cana-6333	192	35	pp	pp	ADJ
cana-6333	192	36	.	.	PUNCT
cana-6333	193	1	28–35	28–35	NUM
cana-6333	193	2	,	,	PUNCT
cana-6333	193	3	june	june	PROPN
cana-6333	193	4	2022	2022	NUM
cana-6333	193	5	.	.	PUNCT
cana-6333	194	1	[	[	X
cana-6333	194	2	18	18	NUM
cana-6333	194	3	]	]	PUNCT
cana-6333	194	4	m.	m.	NOUN
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cana-6333	194	6	and	and	CCONJ
cana-6333	194	7	p.	p.	PROPN
cana-6333	194	8	carter	carter	PROPN
cana-6333	194	9	,	,	PUNCT
cana-6333	194	10	“	"	PUNCT
cana-6333	194	11	impact	impact	NOUN
cana-6333	194	12	of	of	ADP
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cana-6333	194	14	maintenance	maintenance	NOUN
cana-6333	194	15	on	on	ADP
cana-6333	194	16	fleet	fleet	ADJ
cana-6333	194	17	cost	cost	NOUN
cana-6333	194	18	,	,	PUNCT
cana-6333	194	19	”	"	PUNCT
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cana-6333	194	21	research	research	NOUN
cana-6333	194	22	part	part	NOUN
cana-6333	194	23	c	c	NOUN
cana-6333	194	24	:	:	PUNCT
cana-6333	194	25	emerging	emerge	VERB
cana-6333	194	26	technologies	technology	NOUN
cana-6333	194	27	,	,	PUNCT
cana-6333	194	28	vol	vol	NOUN
cana-6333	194	29	.	.	PROPN
cana-6333	194	30	142	142	NUM
cana-6333	194	31	,	,	PUNCT
cana-6333	194	32	p.	p.	NOUN
cana-6333	194	33	103764	103764	NUM
cana-6333	194	34	,	,	PUNCT
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cana-6333	194	36	.	.	PUNCT
cana-6333	195	1	[	[	X
cana-6333	195	2	19	19	NUM
cana-6333	195	3	]	]	PUNCT
cana-6333	195	4	z.	z.	PROPN
cana-6333	195	5	ahmed	ahmed	PROPN
cana-6333	195	6	,	,	PUNCT
cana-6333	195	7	h.	h.	PROPN
cana-6333	195	8	khan	khan	PROPN
cana-6333	195	9	,	,	PUNCT
cana-6333	195	10	and	and	CCONJ
cana-6333	195	11	f.	f.	PROPN
cana-6333	195	12	malik	malik	PROPN
cana-6333	195	13	,	,	PUNCT
cana-6333	195	14	“	"	PUNCT
cana-6333	195	15	battery	battery	NOUN
cana-6333	195	16	health	health	NOUN
cana-6333	195	17	monitoring	monitoring	NOUN
cana-6333	195	18	for	for	ADP
cana-6333	195	19	electric	electric	ADJ
cana-6333	195	20	buses	bus	NOUN
cana-6333	195	21	using	use	VERB
cana-6333	195	22	edge	edge	NOUN
cana-6333	195	23	ai	ai	NOUN
cana-6333	195	24	,	,	PUNCT
cana-6333	195	25	”	"	PUNCT
cana-6333	195	26	in	in	ADP
cana-6333	195	27	proc	proc	NOUN
cana-6333	195	28	.	.	PUNCT
cana-6333	196	1	2024	2024	NUM
cana-6333	196	2	ieee	ieee	PROPN
cana-6333	196	3	int	int	NOUN
cana-6333	196	4	.	.	PUNCT
cana-6333	196	5	conf	conf	PROPN
cana-6333	196	6	.	.	PUNCT
cana-6333	197	1	on	on	ADP
cana-6333	197	2	smart	smart	ADJ
cana-6333	197	3	energy	energy	NOUN
cana-6333	197	4	systems	system	NOUN
cana-6333	197	5	,	,	PUNCT
cana-6333	197	6	pp	pp	ADJ
cana-6333	197	7	.	.	PUNCT
cana-6333	197	8	90–96	90–96	X
cana-6333	197	9	.	.	PUNCT
cana-6333	198	1	[	[	X
cana-6333	198	2	20	20	NUM
cana-6333	198	3	]	]	X
cana-6333	198	4	international	international	ADJ
cana-6333	198	5	energy	energy	NOUN
cana-6333	198	6	agency	agency	NOUN
cana-6333	198	7	,	,	PUNCT
cana-6333	198	8	“	"	PUNCT
cana-6333	198	9	global	global	ADJ
cana-6333	198	10	ev	ev	X
cana-6333	198	11	outlook	outlook	NOUN
cana-6333	198	12	2024	2024	NUM
cana-6333	198	13	,	,	PUNCT
cana-6333	198	14	”	"	PUNCT
cana-6333	199	1	[	[	X
cana-6333	199	2	online	online	X
cana-6333	199	3	]	]	X
cana-6333	199	4	.	.	PUNCT
cana-6333	200	1	available	available	ADJ
cana-6333	200	2	:	:	PUNCT
cana-6333	201	1	https://www.iea.org/reports/global-ev-outlook-2024	https://www.iea.org/reports/global-ev-outlook-2024	NUM
cana-6333	201	2	.	.	PUNCT
cana-6333	202	1	[	[	X
cana-6333	202	2	accessed	access	VERB
cana-6333	202	3	:	:	PUNCT
cana-6333	202	4	sept	sept	PROPN
cana-6333	202	5	.	.	PROPN
cana-6333	202	6	18	18	NUM
cana-6333	202	7	,	,	PUNCT
cana-6333	202	8	2025	2025	NUM
cana-6333	202	9	]	]	PUNCT
cana-6333	202	10	.	.	PUNCT