id	sid	tid	token	lemma	pos
fusus-469	1	1	ecq	ecq	PROPN
fusus-469	1	2	.	.	PUNCT
fusus-469	2	1	heng	heng	PROPN
fusus-469	2	2	et	et	PROPN
fusus-469	2	3	al	al	PROPN
fusus-469	2	4	.	.	PROPN
fusus-469	2	5	/future	/future	PROPN
fusus-469	3	1	sustainability	sustainability	PROPN
fusus-469	3	2	november	november	PROPN
fusus-469	3	3	2025|	2025|	NUM
fusus-469	3	4	volume	volume	NOUN
fusus-469	3	5	03	03	NUM
fusus-469	4	1	|	|	ADV
fusus-469	4	2	issue	issue	VERB
fusus-469	4	3	04	04	NUM
fusus-469	5	1	|	|	CCONJ
fusus-469	5	2	pages	page	VERB
fusus-469	5	3	32	32	NUM
fusus-469	5	4	-	-	SYM
fusus-469	5	5	46	46	NUM
fusus-469	5	6	32	32	NUM
fusus-469	5	7	article	article	NOUN
fusus-469	5	8	regression	regression	VERB
fusus-469	5	9	analysis	analysis	NOUN
fusus-469	5	10	and	and	CCONJ
fusus-469	5	11	classification	classification	NOUN
fusus-469	5	12	of	of	ADP
fusus-469	5	13	temperature	temperature	NOUN
fusus-469	5	14	modulated	modulate	VERB
fusus-469	5	15	metal	metal	NOUN
fusus-469	5	16	oxide	oxide	NOUN
fusus-469	5	17	semiconductor	semiconductor	NOUN
fusus-469	5	18	gas	gas	NOUN
fusus-469	5	19	sensors	sensor	NOUN
fusus-469	5	20	responses	response	NOUN
fusus-469	5	21	on	on	ADP
fusus-469	5	22	flue	flue	NOUN
fusus-469	5	23	gas	gas	NOUN
fusus-469	5	24	elvina	elvina	PROPN
fusus-469	5	25	chu	chu	PROPN
fusus-469	5	26	qing	qing	PROPN
fusus-469	5	27	heng	heng	PROPN
fusus-469	5	28	,	,	PUNCT
fusus-469	5	29	nikko	nikko	PROPN
fusus-469	5	30	leo	leo	PROPN
fusus-469	5	31	,	,	PUNCT
fusus-469	5	32	ting	te	VERB
fusus-469	5	33	soon	soon	ADV
fusus-469	5	34	ling	ling	PROPN
fusus-469	5	35	,	,	PUNCT
fusus-469	5	36	hong	hong	PROPN
fusus-469	5	37	siang	siang	PROPN
fusus-469	5	38	chua	chua	PROPN
fusus-469	5	39	,	,	PUNCT
fusus-469	5	40	hui	hui	PROPN
fusus-469	5	41	en	en	PROPN
fusus-469	5	42	lee	lee	PROPN
fusus-469	5	43	*	*	PROPN
fusus-469	5	44	swinburne	swinburne	PROPN
fusus-469	5	45	university	university	PROPN
fusus-469	5	46	of	of	ADP
fusus-469	5	47	technology	technology	PROPN
fusus-469	5	48	sarawak	sarawak	PROPN
fusus-469	5	49	campus	campus	NOUN
fusus-469	5	50	a	a	DET
fusus-469	5	51	r	r	NOUN
fusus-469	5	52	t	t	NOUN
fusus-469	6	1	i	i	PRON
fusus-469	6	2	c	c	NOUN
fusus-469	6	3	l	l	NOUN
fusus-469	6	4	e	e	NOUN
fusus-469	7	1	i	i	PRON
fusus-469	7	2	n	n	VERB
fusus-469	7	3	f	f	NOUN
fusus-469	7	4	o	o	NOUN
fusus-469	7	5	article	article	NOUN
fusus-469	7	6	history	history	NOUN
fusus-469	7	7	:	:	PUNCT
fusus-469	7	8	received	receive	VERB
fusus-469	7	9	01	01	NUM
fusus-469	7	10	june	june	PROPN
fusus-469	7	11	2025	2025	NUM
fusus-469	7	12	received	receive	VERB
fusus-469	7	13	in	in	ADP
fusus-469	7	14	revised	revise	VERB
fusus-469	7	15	form	form	NOUN
fusus-469	7	16	10	10	NUM
fusus-469	7	17	july	july	PROPN
fusus-469	7	18	2025	2025	NUM
fusus-469	7	19	accepted	accept	VERB
fusus-469	7	20	20	20	NUM
fusus-469	7	21	july	july	PROPN
fusus-469	7	22	2025	2025	NUM
fusus-469	7	23	keywords	keyword	NOUN
fusus-469	7	24	:	:	PUNCT
fusus-469	7	25	air	air	NOUN
fusus-469	7	26	quality	quality	NOUN
fusus-469	7	27	monitoring	monitoring	NOUN
fusus-469	7	28	,	,	PUNCT
fusus-469	7	29	electronic	electronic	ADJ
fusus-469	7	30	nose	nose	NOUN
fusus-469	7	31	(	(	PUNCT
fusus-469	7	32	enose	enose	NOUN
fusus-469	7	33	)	)	PUNCT
fusus-469	7	34	,	,	PUNCT
fusus-469	7	35	metal	metal	NOUN
fusus-469	7	36	oxide	oxide	NOUN
fusus-469	7	37	semiconductor	semiconductor	NOUN
fusus-469	7	38	(	(	PUNCT
fusus-469	7	39	mos	mos	NOUN
fusus-469	7	40	)	)	PUNCT
fusus-469	7	41	sensors	sensor	NOUN
fusus-469	7	42	,	,	PUNCT
fusus-469	7	43	regression	regression	VERB
fusus-469	7	44	analysis	analysis	NOUN
fusus-469	7	45	,	,	PUNCT
fusus-469	7	46	gas	gas	NOUN
fusus-469	7	47	sensors	sensor	NOUN
fusus-469	7	48	,	,	PUNCT
fusus-469	7	49	flue	flue	NOUN
fusus-469	7	50	gas	gas	NOUN
fusus-469	7	51	detection	detection	NOUN
fusus-469	7	52	*	*	PUNCT
fusus-469	7	53	corresponding	correspond	VERB
fusus-469	7	54	author	author	NOUN
fusus-469	7	55	email	email	NOUN
fusus-469	7	56	address	address	NOUN
fusus-469	7	57	:	:	PUNCT
fusus-469	7	58	helee@swinburne.edu.my	helee@swinburne.edu.my	PROPN
fusus-469	7	59	doi	doi	NOUN
fusus-469	7	60	:	:	PUNCT
fusus-469	7	61	10.55670	10.55670	NUM
fusus-469	7	62	/	/	SYM
fusus-469	7	63	fpll.fusus.3.4.4	fpll.fusus.3.4.4	NOUN
fusus-469	7	64	a	a	DET
fusus-469	7	65	b	b	PROPN
fusus-469	7	66	s	s	ADP
fusus-469	7	67	t	t	PROPN
fusus-469	7	68	r	r	NOUN
fusus-469	7	69	a	a	DET
fusus-469	7	70	c	c	NOUN
fusus-469	7	71	t	t	NOUN
fusus-469	7	72	industrial	industrial	ADJ
fusus-469	7	73	emissions	emission	NOUN
fusus-469	7	74	,	,	PUNCT
fusus-469	7	75	particularly	particularly	ADV
fusus-469	7	76	from	from	ADP
fusus-469	7	77	flue	flue	NOUN
fusus-469	7	78	gases	gas	NOUN
fusus-469	7	79	,	,	PUNCT
fusus-469	7	80	pose	pose	VERB
fusus-469	7	81	significant	significant	ADJ
fusus-469	7	82	risks	risk	NOUN
fusus-469	7	83	to	to	ADP
fusus-469	7	84	environmental	environmental	ADJ
fusus-469	7	85	sustainability	sustainability	NOUN
fusus-469	7	86	and	and	CCONJ
fusus-469	7	87	public	public	ADJ
fusus-469	7	88	health	health	NOUN
fusus-469	7	89	.	.	PUNCT
fusus-469	8	1	conventional	conventional	ADJ
fusus-469	8	2	air	air	NOUN
fusus-469	8	3	quality	quality	NOUN
fusus-469	8	4	monitoring	monitoring	NOUN
fusus-469	8	5	systems	system	NOUN
fusus-469	8	6	often	often	ADV
fusus-469	8	7	suffer	suffer	VERB
fusus-469	8	8	from	from	ADP
fusus-469	8	9	high	high	ADJ
fusus-469	8	10	costs	cost	NOUN
fusus-469	8	11	,	,	PUNCT
fusus-469	8	12	delayed	delay	VERB
fusus-469	8	13	reporting	reporting	NOUN
fusus-469	8	14	,	,	PUNCT
fusus-469	8	15	and	and	CCONJ
fusus-469	8	16	limited	limited	ADJ
fusus-469	8	17	detection	detection	NOUN
fusus-469	8	18	capabilities	capability	NOUN
fusus-469	8	19	.	.	PUNCT
fusus-469	9	1	this	this	DET
fusus-469	9	2	study	study	NOUN
fusus-469	9	3	presents	present	VERB
fusus-469	9	4	a	a	DET
fusus-469	9	5	cost	cost	NOUN
fusus-469	9	6	-	-	PUNCT
fusus-469	9	7	effective	effective	ADJ
fusus-469	9	8	,	,	PUNCT
fusus-469	9	9	real	real	ADJ
fusus-469	9	10	-	-	PUNCT
fusus-469	9	11	time	time	NOUN
fusus-469	9	12	air	air	NOUN
fusus-469	9	13	quality	quality	NOUN
fusus-469	9	14	monitoring	monitoring	NOUN
fusus-469	9	15	solution	solution	NOUN
fusus-469	9	16	using	use	VERB
fusus-469	9	17	an	an	DET
fusus-469	9	18	electronic	electronic	ADJ
fusus-469	9	19	nose	nose	NOUN
fusus-469	9	20	(	(	PUNCT
fusus-469	9	21	enose	enose	NOUN
fusus-469	9	22	)	)	PUNCT
fusus-469	9	23	system	system	NOUN
fusus-469	9	24	integrated	integrate	VERB
fusus-469	9	25	with	with	ADP
fusus-469	9	26	metal	metal	NOUN
fusus-469	9	27	oxide	oxide	NOUN
fusus-469	9	28	semiconductor	semiconductor	NOUN
fusus-469	9	29	(	(	PUNCT
fusus-469	9	30	mos	mos	NOUN
fusus-469	9	31	)	)	PUNCT
fusus-469	9	32	gas	gas	NOUN
fusus-469	9	33	sensors	sensor	NOUN
fusus-469	9	34	.	.	PUNCT
fusus-469	10	1	these	these	DET
fusus-469	10	2	sensors	sensor	NOUN
fusus-469	10	3	target	target	VERB
fusus-469	10	4	key	key	ADJ
fusus-469	10	5	pollutants	pollutant	NOUN
fusus-469	10	6	,	,	PUNCT
fusus-469	10	7	such	such	ADJ
fusus-469	10	8	as	as	ADP
fusus-469	10	9	carbon	carbon	NOUN
fusus-469	10	10	monoxide	monoxide	NOUN
fusus-469	10	11	(	(	PUNCT
fusus-469	10	12	co	co	NOUN
fusus-469	10	13	)	)	PUNCT
fusus-469	10	14	and	and	CCONJ
fusus-469	10	15	carbon	carbon	NOUN
fusus-469	10	16	dioxide	dioxide	NOUN
fusus-469	10	17	(	(	PUNCT
fusus-469	10	18	co2	co2	NOUN
fusus-469	10	19	)	)	PUNCT
fusus-469	10	20	,	,	PUNCT
fusus-469	10	21	which	which	PRON
fusus-469	10	22	also	also	ADV
fusus-469	10	23	serve	serve	VERB
fusus-469	10	24	as	as	ADP
fusus-469	10	25	indicators	indicator	NOUN
fusus-469	10	26	of	of	ADP
fusus-469	10	27	transformer	transformer	ADJ
fusus-469	10	28	faults	fault	NOUN
fusus-469	10	29	in	in	ADP
fusus-469	10	30	industrial	industrial	ADJ
fusus-469	10	31	settings	setting	NOUN
fusus-469	10	32	.	.	PUNCT
fusus-469	11	1	the	the	DET
fusus-469	11	2	enose	enose	ADJ
fusus-469	11	3	system	system	NOUN
fusus-469	11	4	leverages	leverage	VERB
fusus-469	11	5	machine	machine	NOUN
fusus-469	11	6	learning	learn	VERB
fusus-469	11	7	for	for	ADP
fusus-469	11	8	both	both	PRON
fusus-469	11	9	regression	regression	NOUN
fusus-469	11	10	and	and	CCONJ
fusus-469	11	11	classification	classification	NOUN
fusus-469	11	12	tasks	task	NOUN
fusus-469	11	13	,	,	PUNCT
fusus-469	11	14	enabling	enable	VERB
fusus-469	11	15	accurate	accurate	ADJ
fusus-469	11	16	quantification	quantification	NOUN
fusus-469	11	17	of	of	ADP
fusus-469	11	18	pollutant	pollutant	ADJ
fusus-469	11	19	levels	level	NOUN
fusus-469	11	20	and	and	CCONJ
fusus-469	11	21	categorization	categorization	NOUN
fusus-469	11	22	of	of	ADP
fusus-469	11	23	air	air	NOUN
fusus-469	11	24	quality	quality	NOUN
fusus-469	11	25	into	into	ADP
fusus-469	11	26	defined	define	VERB
fusus-469	11	27	categories	category	NOUN
fusus-469	11	28	.	.	PUNCT
fusus-469	12	1	principal	principal	ADJ
fusus-469	12	2	component	component	NOUN
fusus-469	12	3	analysis	analysis	NOUN
fusus-469	12	4	(	(	PUNCT
fusus-469	12	5	pca	pca	NOUN
fusus-469	12	6	)	)	PUNCT
fusus-469	12	7	is	be	AUX
fusus-469	12	8	employed	employ	VERB
fusus-469	12	9	to	to	PART
fusus-469	12	10	optimize	optimize	VERB
fusus-469	12	11	feature	feature	NOUN
fusus-469	12	12	extraction	extraction	NOUN
fusus-469	12	13	,	,	PUNCT
fusus-469	12	14	enhancing	enhance	VERB
fusus-469	12	15	model	model	NOUN
fusus-469	12	16	precision	precision	NOUN
fusus-469	12	17	and	and	CCONJ
fusus-469	12	18	efficiency	efficiency	NOUN
fusus-469	12	19	.	.	PUNCT
fusus-469	13	1	notably	notably	ADV
fusus-469	13	2	,	,	PUNCT
fusus-469	13	3	the	the	DET
fusus-469	13	4	system	system	NOUN
fusus-469	13	5	integrates	integrate	VERB
fusus-469	13	6	digitally	digitally	ADV
fusus-469	13	7	controlled	control	VERB
fusus-469	13	8	buck	buck	NOUN
fusus-469	13	9	converters	converter	NOUN
fusus-469	13	10	for	for	ADP
fusus-469	13	11	automatic	automatic	ADJ
fusus-469	13	12	temperature	temperature	NOUN
fusus-469	13	13	regulation	regulation	NOUN
fusus-469	13	14	,	,	PUNCT
fusus-469	13	15	reducing	reduce	VERB
fusus-469	13	16	sampling	sample	VERB
fusus-469	13	17	time	time	NOUN
fusus-469	13	18	from	from	ADP
fusus-469	13	19	390	390	NUM
fusus-469	13	20	to	to	PART
fusus-469	13	21	130	130	NUM
fusus-469	13	22	seconds	second	NOUN
fusus-469	13	23	.	.	PUNCT
fusus-469	14	1	additionally	additionally	ADV
fusus-469	14	2	,	,	PUNCT
fusus-469	14	3	a	a	DET
fusus-469	14	4	redesigned	redesign	VERB
fusus-469	14	5	airtight	airtight	NOUN
fusus-469	14	6	sensor	sensor	NOUN
fusus-469	14	7	chamber	chamber	NOUN
fusus-469	14	8	and	and	CCONJ
fusus-469	14	9	optimized	optimize	VERB
fusus-469	14	10	airflow	airflow	NOUN
fusus-469	14	11	design	design	NOUN
fusus-469	14	12	,	,	PUNCT
fusus-469	14	13	along	along	ADP
fusus-469	14	14	with	with	ADP
fusus-469	14	15	the	the	DET
fusus-469	14	16	use	use	NOUN
fusus-469	14	17	of	of	ADP
fusus-469	14	18	tedlar	tedlar	ADJ
fusus-469	14	19	bags	bag	NOUN
fusus-469	14	20	,	,	PUNCT
fusus-469	14	21	improve	improve	VERB
fusus-469	14	22	sample	sample	NOUN
fusus-469	14	23	integrity	integrity	NOUN
fusus-469	14	24	and	and	CCONJ
fusus-469	14	25	minimize	minimize	VERB
fusus-469	14	26	interference	interference	NOUN
fusus-469	14	27	.	.	PUNCT
fusus-469	15	1	hardware	hardware	NOUN
fusus-469	15	2	development	development	NOUN
fusus-469	15	3	involved	involve	VERB
fusus-469	15	4	prototyping	prototype	VERB
fusus-469	15	5	on	on	ADP
fusus-469	15	6	breadboards	breadboard	NOUN
fusus-469	15	7	using	use	VERB
fusus-469	15	8	lm2575	lm2575	NOUN
fusus-469	15	9	,	,	PUNCT
fusus-469	15	10	lm2576	lm2576	PROPN
fusus-469	15	11	,	,	PUNCT
fusus-469	15	12	and	and	CCONJ
fusus-469	15	13	lm2574	lm2574	PROPN
fusus-469	15	14	ics	ics	PROPN
fusus-469	15	15	,	,	PUNCT
fusus-469	15	16	followed	follow	VERB
fusus-469	15	17	by	by	ADP
fusus-469	15	18	the	the	DET
fusus-469	15	19	creation	creation	NOUN
fusus-469	15	20	of	of	ADP
fusus-469	15	21	a	a	DET
fusus-469	15	22	compact	compact	ADJ
fusus-469	15	23	10	10	NUM
fusus-469	15	24	cm	cm	NOUN
fusus-469	15	25	×	×	NOUN
fusus-469	15	26	10	10	NUM
fusus-469	15	27	cm	cm	NOUN
fusus-469	15	28	pcb	pcb	NOUN
fusus-469	15	29	for	for	ADP
fusus-469	15	30	efficient	efficient	ADJ
fusus-469	15	31	power	power	NOUN
fusus-469	15	32	management	management	NOUN
fusus-469	15	33	.	.	PUNCT
fusus-469	16	1	multimeter	multimeter	NOUN
fusus-469	16	2	testing	testing	NOUN
fusus-469	16	3	verified	verify	VERB
fusus-469	16	4	reliable	reliable	ADJ
fusus-469	16	5	electrical	electrical	ADJ
fusus-469	16	6	connections	connection	NOUN
fusus-469	16	7	.	.	PUNCT
fusus-469	17	1	experimental	experimental	ADJ
fusus-469	17	2	validation	validation	NOUN
fusus-469	17	3	showed	show	VERB
fusus-469	17	4	the	the	DET
fusus-469	17	5	system	system	NOUN
fusus-469	17	6	achieved	achieve	VERB
fusus-469	17	7	over	over	ADP
fusus-469	17	8	91	91	NUM
fusus-469	17	9	%	%	NOUN
fusus-469	17	10	accuracy	accuracy	NOUN
fusus-469	17	11	in	in	ADP
fusus-469	17	12	distinguishing	distinguish	VERB
fusus-469	17	13	between	between	ADP
fusus-469	17	14	"	"	PUNCT
fusus-469	17	15	good	good	ADJ
fusus-469	17	16	"	"	PUNCT
fusus-469	17	17	and	and	CCONJ
fusus-469	17	18	"	"	PUNCT
fusus-469	17	19	bad	bad	ADJ
fusus-469	17	20	"	"	PUNCT
fusus-469	17	21	air	air	NOUN
fusus-469	17	22	quality	quality	NOUN
fusus-469	17	23	levels	level	NOUN
fusus-469	17	24	.	.	PUNCT
fusus-469	18	1	strong	strong	ADJ
fusus-469	18	2	correlations	correlation	NOUN
fusus-469	18	3	between	between	ADP
fusus-469	18	4	sensor	sensor	NOUN
fusus-469	18	5	output	output	NOUN
fusus-469	18	6	and	and	CCONJ
fusus-469	18	7	pollutant	pollutant	ADJ
fusus-469	18	8	concentrations	concentration	NOUN
fusus-469	18	9	confirm	confirm	VERB
fusus-469	18	10	system	system	NOUN
fusus-469	18	11	reliability	reliability	NOUN
fusus-469	18	12	.	.	PUNCT
fusus-469	19	1	this	this	DET
fusus-469	19	2	research	research	NOUN
fusus-469	19	3	demonstrates	demonstrate	VERB
fusus-469	19	4	a	a	DET
fusus-469	19	5	scalable	scalable	ADJ
fusus-469	19	6	,	,	PUNCT
fusus-469	19	7	efficient	efficient	ADJ
fusus-469	19	8	tool	tool	NOUN
fusus-469	19	9	for	for	ADP
fusus-469	19	10	real	real	ADJ
fusus-469	19	11	-	-	PUNCT
fusus-469	19	12	time	time	NOUN
fusus-469	19	13	air	air	NOUN
fusus-469	19	14	quality	quality	NOUN
fusus-469	19	15	monitoring	monitoring	NOUN
fusus-469	19	16	and	and	CCONJ
fusus-469	19	17	fault	fault	VERB
fusus-469	19	18	detection	detection	NOUN
fusus-469	19	19	in	in	ADP
fusus-469	19	20	industrial	industrial	ADJ
fusus-469	19	21	environments	environment	NOUN
fusus-469	19	22	.	.	PUNCT
fusus-469	20	1	1	1	X
fusus-469	20	2	.	.	X
fusus-469	20	3	introduction	introduction	NOUN
fusus-469	20	4	air	air	NOUN
fusus-469	20	5	pollution	pollution	NOUN
fusus-469	20	6	poses	pose	VERB
fusus-469	20	7	a	a	DET
fusus-469	20	8	critical	critical	ADJ
fusus-469	20	9	global	global	ADJ
fusus-469	20	10	challenge	challenge	NOUN
fusus-469	20	11	,	,	PUNCT
fusus-469	20	12	significantly	significantly	ADV
fusus-469	20	13	affecting	affect	VERB
fusus-469	20	14	public	public	ADJ
fusus-469	20	15	health	health	NOUN
fusus-469	20	16	and	and	CCONJ
fusus-469	20	17	environmental	environmental	ADJ
fusus-469	20	18	sustainability	sustainability	NOUN
fusus-469	20	19	.	.	PUNCT
fusus-469	21	1	industrial	industrial	ADJ
fusus-469	21	2	processes	process	NOUN
fusus-469	21	3	—	—	PUNCT
fusus-469	21	4	especially	especially	ADV
fusus-469	21	5	the	the	DET
fusus-469	21	6	combustion	combustion	NOUN
fusus-469	21	7	of	of	ADP
fusus-469	21	8	fossil	fossil	ADJ
fusus-469	21	9	fuels	fuel	NOUN
fusus-469	21	10	—	—	PUNCT
fusus-469	21	11	emit	emit	NOUN
fusus-469	21	12	flue	flue	NOUN
fusus-469	21	13	gases	gas	NOUN
fusus-469	21	14	containing	contain	VERB
fusus-469	21	15	harmful	harmful	ADJ
fusus-469	21	16	pollutants	pollutant	NOUN
fusus-469	21	17	,	,	PUNCT
fusus-469	21	18	including	include	VERB
fusus-469	21	19	nitrogen	nitrogen	NOUN
fusus-469	21	20	oxides	oxide	NOUN
fusus-469	21	21	(	(	PUNCT
fusus-469	21	22	nox	nox	NOUN
fusus-469	21	23	)	)	PUNCT
fusus-469	21	24	,	,	PUNCT
fusus-469	21	25	sulfur	sulfur	NOUN
fusus-469	21	26	oxides	oxide	NOUN
fusus-469	21	27	(	(	PUNCT
fusus-469	21	28	sox	sox	X
fusus-469	21	29	)	)	PUNCT
fusus-469	21	30	,	,	PUNCT
fusus-469	21	31	carbon	carbon	NOUN
fusus-469	21	32	monoxide	monoxide	NOUN
fusus-469	21	33	(	(	PUNCT
fusus-469	21	34	co	co	NOUN
fusus-469	21	35	)	)	PUNCT
fusus-469	21	36	,	,	PUNCT
fusus-469	21	37	carbon	carbon	NOUN
fusus-469	21	38	dioxide	dioxide	NOUN
fusus-469	21	39	(	(	PUNCT
fusus-469	21	40	co₂	co₂	NOUN
fusus-469	21	41	)	)	PUNCT
fusus-469	21	42	,	,	PUNCT
fusus-469	21	43	volatile	volatile	ADJ
fusus-469	21	44	organic	organic	ADJ
fusus-469	21	45	compounds	compound	NOUN
fusus-469	21	46	(	(	PUNCT
fusus-469	21	47	vocs	vocs	PROPN
fusus-469	21	48	)	)	PUNCT
fusus-469	21	49	,	,	PUNCT
fusus-469	21	50	and	and	CCONJ
fusus-469	21	51	particulate	particulate	NOUN
fusus-469	21	52	matter	matter	NOUN
fusus-469	21	53	.	.	PUNCT
fusus-469	22	1	these	these	DET
fusus-469	22	2	pollutants	pollutant	NOUN
fusus-469	22	3	degrade	degrade	VERB
fusus-469	22	4	air	air	NOUN
fusus-469	22	5	quality	quality	NOUN
fusus-469	22	6	,	,	PUNCT
fusus-469	22	7	contribute	contribute	VERB
fusus-469	22	8	to	to	ADP
fusus-469	22	9	climate	climate	NOUN
fusus-469	22	10	change	change	NOUN
fusus-469	22	11	,	,	PUNCT
fusus-469	22	12	and	and	CCONJ
fusus-469	22	13	lead	lead	VERB
fusus-469	22	14	to	to	ADP
fusus-469	22	15	severe	severe	ADJ
fusus-469	22	16	health	health	NOUN
fusus-469	22	17	risks	risk	NOUN
fusus-469	22	18	[	[	X
fusus-469	22	19	1	1	NUM
fusus-469	22	20	]	]	PUNCT
fusus-469	22	21	.	.	PUNCT
fusus-469	23	1	the	the	DET
fusus-469	23	2	world	world	PROPN
fusus-469	23	3	health	health	PROPN
fusus-469	23	4	organization	organization	NOUN
fusus-469	23	5	(	(	PUNCT
fusus-469	23	6	who	who	PRON
fusus-469	23	7	)	)	PUNCT
fusus-469	23	8	estimates	estimate	VERB
fusus-469	23	9	that	that	SCONJ
fusus-469	23	10	outdoor	outdoor	ADJ
fusus-469	23	11	air	air	NOUN
fusus-469	23	12	pollution	pollution	NOUN
fusus-469	23	13	is	be	AUX
fusus-469	23	14	linked	link	VERB
fusus-469	23	15	to	to	ADP
fusus-469	23	16	approximately	approximately	ADV
fusus-469	23	17	4.2	4.2	NUM
fusus-469	23	18	million	million	NUM
fusus-469	23	19	deaths	death	NOUN
fusus-469	23	20	annually	annually	ADV
fusus-469	23	21	,	,	PUNCT
fusus-469	23	22	underscoring	underscore	VERB
fusus-469	23	23	the	the	DET
fusus-469	23	24	urgent	urgent	ADJ
fusus-469	23	25	need	need	NOUN
fusus-469	23	26	for	for	ADP
fusus-469	23	27	accurate	accurate	ADJ
fusus-469	23	28	,	,	PUNCT
fusus-469	23	29	real	real	ADJ
fusus-469	23	30	-	-	PUNCT
fusus-469	23	31	time	time	NOUN
fusus-469	23	32	air	air	NOUN
fusus-469	23	33	quality	quality	NOUN
fusus-469	23	34	monitoring	monitoring	NOUN
fusus-469	23	35	systems	system	NOUN
fusus-469	23	36	[	[	X
fusus-469	23	37	2	2	NUM
fusus-469	23	38	]	]	PUNCT
fusus-469	23	39	.	.	PUNCT
fusus-469	24	1	in	in	ADP
fusus-469	24	2	response	response	NOUN
fusus-469	24	3	to	to	ADP
fusus-469	24	4	these	these	DET
fusus-469	24	5	challenges	challenge	NOUN
fusus-469	24	6	,	,	PUNCT
fusus-469	24	7	this	this	DET
fusus-469	24	8	study	study	NOUN
fusus-469	24	9	employs	employ	VERB
fusus-469	24	10	the	the	DET
fusus-469	24	11	metal	metal	NOUN
fusus-469	24	12	oxide	oxide	NOUN
fusus-469	24	13	semiconductor	semiconductor	NOUN
fusus-469	24	14	(	(	PUNCT
fusus-469	24	15	mos	mos	NOUN
fusus-469	24	16	)	)	PUNCT
fusus-469	24	17	gas	gas	NOUN
fusus-469	24	18	sensor	sensor	NOUN
fusus-469	24	19	module	module	NOUN
fusus-469	24	20	previously	previously	ADV
fusus-469	24	21	developed	develop	VERB
fusus-469	24	22	in	in	ADP
fusus-469	24	23	our	our	PRON
fusus-469	24	24	earlier	early	ADJ
fusus-469	24	25	work	work	NOUN
fusus-469	24	26	[	[	X
fusus-469	24	27	3–5	3–5	NOUN
fusus-469	24	28	]	]	PUNCT
fusus-469	24	29	.	.	PUNCT
fusus-469	25	1	in	in	ADP
fusus-469	25	2	that	that	DET
fusus-469	25	3	study	study	NOUN
fusus-469	25	4	,	,	PUNCT
fusus-469	25	5	temperature	temperature	NOUN
fusus-469	25	6	modulation	modulation	NOUN
fusus-469	25	7	was	be	AUX
fusus-469	25	8	applied	apply	VERB
fusus-469	25	9	to	to	ADP
fusus-469	25	10	the	the	DET
fusus-469	25	11	mos	mos	PROPN
fusus-469	25	12	sensors	sensor	NOUN
fusus-469	25	13	by	by	ADP
fusus-469	25	14	varying	vary	VERB
fusus-469	25	15	the	the	DET
fusus-469	25	16	heater	heater	NOUN
fusus-469	25	17	voltage	voltage	NOUN
fusus-469	25	18	to	to	PART
fusus-469	25	19	influence	influence	VERB
fusus-469	25	20	each	each	DET
fusus-469	25	21	sensor	sensor	NOUN
fusus-469	25	22	's	's	PART
fusus-469	25	23	gas	gas	NOUN
fusus-469	25	24	selectivity	selectivity	NOUN
fusus-469	25	25	,	,	PUNCT
fusus-469	25	26	also	also	ADV
fusus-469	25	27	referred	refer	VERB
fusus-469	25	28	to	to	ADP
fusus-469	25	29	as	as	ADP
fusus-469	25	30	its	its	PRON
fusus-469	25	31	sensitivity	sensitivity	NOUN
fusus-469	25	32	profile	profile	NOUN
fusus-469	25	33	.	.	PUNCT
fusus-469	26	1	this	this	DET
fusus-469	26	2	technique	technique	NOUN
fusus-469	26	3	significantly	significantly	ADV
fusus-469	26	4	increased	increase	VERB
fusus-469	26	5	the	the	DET
fusus-469	26	6	dimensionality	dimensionality	NOUN
fusus-469	26	7	of	of	ADP
fusus-469	26	8	sensor	sensor	NOUN
fusus-469	26	9	data	datum	NOUN
fusus-469	26	10	.	.	PUNCT
fusus-469	27	1	by	by	ADP
fusus-469	27	2	exploring	explore	VERB
fusus-469	27	3	the	the	DET
fusus-469	27	4	multi	multi	ADJ
fusus-469	27	5	-	-	ADJ
fusus-469	27	6	dimensional	dimensional	ADJ
fusus-469	27	7	nature	nature	NOUN
fusus-469	27	8	of	of	ADP
fusus-469	27	9	the	the	DET
fusus-469	27	10	generated	generate	VERB
fusus-469	27	11	data	datum	NOUN
fusus-469	27	12	,	,	PUNCT
fusus-469	27	13	this	this	DET
fusus-469	27	14	study	study	NOUN
fusus-469	27	15	aims	aim	VERB
fusus-469	27	16	to	to	PART
fusus-469	27	17	identify	identify	VERB
fusus-469	27	18	the	the	DET
fusus-469	27	19	optimal	optimal	ADJ
fusus-469	27	20	heater	heater	NOUN
fusus-469	27	21	voltage	voltage	NOUN
fusus-469	27	22	setting	setting	NOUN
fusus-469	27	23	that	that	PRON
fusus-469	27	24	enables	enable	VERB
fusus-469	27	25	precise	precise	ADJ
fusus-469	27	26	selectivity	selectivity	NOUN
fusus-469	27	27	toward	toward	ADP
fusus-469	27	28	specific	specific	ADJ
fusus-469	27	29	future	future	ADJ
fusus-469	27	30	sustainability	sustainability	NOUN
fusus-469	27	31	open	open	ADJ
fusus-469	27	32	access	access	NOUN
fusus-469	27	33	journal	journal	PROPN
fusus-469	27	34	https://doi.org/10.55670/fpll.fusus.3.4.4	https://doi.org/10.55670/fpll.fusus.3.4.4	PROPN
fusus-469	27	35	november	november	PROPN
fusus-469	27	36	2025|	2025|	NUM
fusus-469	28	1	volume	volume	NOUN
fusus-469	28	2	03	03	NUM
fusus-469	29	1	|	|	ADV
fusus-469	29	2	issue	issue	VERB
fusus-469	29	3	04	04	NUM
fusus-469	30	1	|	|	CCONJ
fusus-469	30	2	pages	page	VERB
fusus-469	30	3	32	32	NUM
fusus-469	30	4	-	-	SYM
fusus-469	30	5	46	46	NUM
fusus-469	30	6	journal	journal	NOUN
fusus-469	30	7	homepage	homepage	NOUN
fusus-469	30	8	:	:	PUNCT
fusus-469	30	9	https://fupubco.com/fusus	https://fupubco.com/fusus	PROPN
fusus-469	30	10	issn	issn	PROPN
fusus-469	30	11	2995	2995	NUM
fusus-469	30	12	-	-	SYM
fusus-469	30	13	0473	0473	NUM
fusus-469	30	14	mailto:helee@swinburne.edu.my	mailto:helee@swinburne.edu.my	NOUN
fusus-469	30	15	https://doi.org/10.55670/fpll.fusus.3.4.4	https://doi.org/10.55670/fpll.fusus.3.4.4	NOUN
fusus-469	30	16	https://fupubco.com/fusus	https://fupubco.com/fusus	PROPN
fusus-469	30	17	ecq	ecq	PROPN
fusus-469	30	18	.	.	PUNCT
fusus-469	31	1	heng	heng	PROPN
fusus-469	31	2	et	et	PROPN
fusus-469	31	3	al	al	PROPN
fusus-469	31	4	.	.	PROPN
fusus-469	31	5	/future	/future	PROPN
fusus-469	32	1	sustainability	sustainability	PROPN
fusus-469	32	2	november	november	PROPN
fusus-469	32	3	2025|	2025|	NUM
fusus-469	32	4	volume	volume	NOUN
fusus-469	32	5	03	03	NUM
fusus-469	33	1	|	|	ADV
fusus-469	33	2	issue	issue	VERB
fusus-469	33	3	04	04	NUM
fusus-469	34	1	|	|	CCONJ
fusus-469	34	2	pages	page	VERB
fusus-469	34	3	32	32	NUM
fusus-469	34	4	-	-	SYM
fusus-469	34	5	46	46	NUM
fusus-469	34	6	33	33	NUM
fusus-469	34	7	flue	flue	NOUN
fusus-469	34	8	gas	gas	NOUN
fusus-469	34	9	components	component	NOUN
fusus-469	34	10	.	.	PUNCT
fusus-469	35	1	flue	flue	NOUN
fusus-469	35	2	gas	gas	NOUN
fusus-469	35	3	,	,	PUNCT
fusus-469	35	4	also	also	ADV
fusus-469	35	5	referred	refer	VERB
fusus-469	35	6	to	to	ADP
fusus-469	35	7	as	as	ADP
fusus-469	35	8	exhaust	exhaust	NOUN
fusus-469	35	9	gas	gas	NOUN
fusus-469	35	10	,	,	PUNCT
fusus-469	35	11	is	be	AUX
fusus-469	35	12	the	the	DET
fusus-469	35	13	byproduct	byproduct	NOUN
fusus-469	35	14	of	of	ADP
fusus-469	35	15	burning	burn	VERB
fusus-469	35	16	fossil	fossil	NOUN
fusus-469	35	17	fuels	fuel	NOUN
fusus-469	35	18	like	like	ADP
fusus-469	35	19	coal	coal	NOUN
fusus-469	35	20	,	,	PUNCT
fusus-469	35	21	oil	oil	NOUN
fusus-469	35	22	,	,	PUNCT
fusus-469	35	23	or	or	CCONJ
fusus-469	35	24	gas	gas	NOUN
fusus-469	35	25	in	in	ADP
fusus-469	35	26	industrial	industrial	ADJ
fusus-469	35	27	applications	application	NOUN
fusus-469	35	28	such	such	ADJ
fusus-469	35	29	as	as	ADP
fusus-469	35	30	boilers	boiler	NOUN
fusus-469	35	31	and	and	CCONJ
fusus-469	35	32	engines	engine	NOUN
fusus-469	35	33	[	[	X
fusus-469	35	34	6	6	NUM
fusus-469	35	35	]	]	PUNCT
fusus-469	35	36	.	.	PUNCT
fusus-469	36	1	these	these	DET
fusus-469	36	2	gases	gas	NOUN
fusus-469	36	3	,	,	PUNCT
fusus-469	36	4	mainly	mainly	ADV
fusus-469	36	5	composed	compose	VERB
fusus-469	36	6	of	of	ADP
fusus-469	36	7	co₂	co₂	NOUN
fusus-469	36	8	and	and	CCONJ
fusus-469	36	9	co	co	NOUN
fusus-469	36	10	,	,	PUNCT
fusus-469	36	11	are	be	AUX
fusus-469	36	12	generated	generate	VERB
fusus-469	36	13	from	from	ADP
fusus-469	36	14	sectors	sector	NOUN
fusus-469	36	15	such	such	ADJ
fusus-469	36	16	as	as	ADP
fusus-469	36	17	energy	energy	NOUN
fusus-469	36	18	,	,	PUNCT
fusus-469	36	19	transportation	transportation	NOUN
fusus-469	36	20	,	,	PUNCT
fusus-469	36	21	and	and	CCONJ
fusus-469	36	22	manufacturing	manufacture	VERB
fusus-469	36	23	[	[	X
fusus-469	36	24	2	2	NUM
fusus-469	36	25	]	]	PUNCT
fusus-469	36	26	.	.	PUNCT
fusus-469	37	1	while	while	SCONJ
fusus-469	37	2	these	these	DET
fusus-469	37	3	activities	activity	NOUN
fusus-469	37	4	are	be	AUX
fusus-469	37	5	essential	essential	ADJ
fusus-469	37	6	for	for	ADP
fusus-469	37	7	industrial	industrial	ADJ
fusus-469	37	8	operations	operation	NOUN
fusus-469	37	9	,	,	PUNCT
fusus-469	37	10	they	they	PRON
fusus-469	37	11	contribute	contribute	VERB
fusus-469	37	12	substantially	substantially	ADV
fusus-469	37	13	to	to	ADP
fusus-469	37	14	air	air	NOUN
fusus-469	37	15	pollution	pollution	NOUN
fusus-469	37	16	and	and	CCONJ
fusus-469	37	17	climate	climate	NOUN
fusus-469	37	18	change	change	NOUN
fusus-469	37	19	.	.	PUNCT
fusus-469	38	1	in	in	ADP
fusus-469	38	2	malaysia	malaysia	PROPN
fusus-469	38	3	,	,	PUNCT
fusus-469	38	4	this	this	DET
fusus-469	38	5	issue	issue	NOUN
fusus-469	38	6	has	have	AUX
fusus-469	38	7	become	become	VERB
fusus-469	38	8	increasingly	increasingly	ADV
fusus-469	38	9	serious	serious	ADJ
fusus-469	38	10	,	,	PUNCT
fusus-469	38	11	especially	especially	ADV
fusus-469	38	12	in	in	ADP
fusus-469	38	13	urban	urban	ADJ
fusus-469	38	14	areas	area	NOUN
fusus-469	38	15	with	with	ADP
fusus-469	38	16	intense	intense	ADJ
fusus-469	38	17	industrial	industrial	ADJ
fusus-469	38	18	activity	activity	NOUN
fusus-469	38	19	and	and	CCONJ
fusus-469	38	20	heavy	heavy	ADJ
fusus-469	38	21	traffic	traffic	NOUN
fusus-469	38	22	.	.	PUNCT
fusus-469	39	1	rapid	rapid	ADJ
fusus-469	39	2	urbanization	urbanization	NOUN
fusus-469	39	3	has	have	AUX
fusus-469	39	4	worsened	worsen	VERB
fusus-469	39	5	the	the	DET
fusus-469	39	6	situation	situation	NOUN
fusus-469	39	7	by	by	ADP
fusus-469	39	8	increasing	increase	VERB
fusus-469	39	9	industrial	industrial	ADJ
fusus-469	39	10	production	production	NOUN
fusus-469	39	11	and	and	CCONJ
fusus-469	39	12	vehicle	vehicle	NOUN
fusus-469	39	13	emissions	emission	NOUN
fusus-469	39	14	,	,	PUNCT
fusus-469	39	15	further	far	ADV
fusus-469	39	16	deteriorating	deteriorate	VERB
fusus-469	39	17	air	air	NOUN
fusus-469	39	18	quality	quality	NOUN
fusus-469	39	19	.	.	PUNCT
fusus-469	40	1	in	in	ADP
fusus-469	40	2	addition	addition	NOUN
fusus-469	40	3	to	to	ADP
fusus-469	40	4	air	air	NOUN
fusus-469	40	5	pollution	pollution	NOUN
fusus-469	40	6	,	,	PUNCT
fusus-469	40	7	transformer	transformer	NOUN
fusus-469	40	8	faults	fault	NOUN
fusus-469	40	9	are	be	AUX
fusus-469	40	10	a	a	DET
fusus-469	40	11	growing	grow	VERB
fusus-469	40	12	concern	concern	NOUN
fusus-469	40	13	.	.	PUNCT
fusus-469	41	1	faults	fault	NOUN
fusus-469	41	2	such	such	ADJ
fusus-469	41	3	as	as	ADP
fusus-469	41	4	overheating	overheating	ADJ
fusus-469	41	5	and	and	CCONJ
fusus-469	41	6	insulation	insulation	NOUN
fusus-469	41	7	breakdowns	breakdown	NOUN
fusus-469	41	8	can	can	AUX
fusus-469	41	9	lead	lead	VERB
fusus-469	41	10	to	to	ADP
fusus-469	41	11	the	the	DET
fusus-469	41	12	release	release	NOUN
fusus-469	41	13	of	of	ADP
fusus-469	41	14	co₂	co₂	NOUN
fusus-469	41	15	and	and	CCONJ
fusus-469	41	16	co	co	VERB
fusus-469	41	17	into	into	ADP
fusus-469	41	18	transformer	transformer	ADJ
fusus-469	41	19	oil	oil	NOUN
fusus-469	41	20	.	.	PUNCT
fusus-469	42	1	these	these	DET
fusus-469	42	2	issues	issue	NOUN
fusus-469	42	3	can	can	AUX
fusus-469	42	4	result	result	VERB
fusus-469	42	5	in	in	ADP
fusus-469	42	6	expensive	expensive	ADJ
fusus-469	42	7	equipment	equipment	NOUN
fusus-469	42	8	damage	damage	NOUN
fusus-469	42	9	,	,	PUNCT
fusus-469	42	10	unplanned	unplanned	ADJ
fusus-469	42	11	operational	operational	ADJ
fusus-469	42	12	downtime	downtime	NOUN
fusus-469	42	13	,	,	PUNCT
fusus-469	42	14	and	and	CCONJ
fusus-469	42	15	disruptions	disruption	NOUN
fusus-469	42	16	to	to	ADP
fusus-469	42	17	the	the	DET
fusus-469	42	18	power	power	NOUN
fusus-469	42	19	supply	supply	NOUN
fusus-469	42	20	.	.	PUNCT
fusus-469	43	1	effective	effective	ADJ
fusus-469	43	2	monitoring	monitoring	NOUN
fusus-469	43	3	of	of	ADP
fusus-469	43	4	these	these	DET
fusus-469	43	5	gases	gas	NOUN
fusus-469	43	6	is	be	AUX
fusus-469	43	7	crucial	crucial	ADJ
fusus-469	43	8	for	for	ADP
fusus-469	43	9	early	early	ADJ
fusus-469	43	10	fault	fault	NOUN
fusus-469	43	11	detection	detection	NOUN
fusus-469	43	12	in	in	ADP
fusus-469	43	13	transformers	transformer	NOUN
fusus-469	43	14	and	and	CCONJ
fusus-469	43	15	to	to	PART
fusus-469	43	16	control	control	VERB
fusus-469	43	17	pollution	pollution	NOUN
fusus-469	43	18	levels	level	NOUN
fusus-469	43	19	in	in	ADP
fusus-469	43	20	urban	urban	ADJ
fusus-469	43	21	areas	area	NOUN
fusus-469	43	22	.	.	PUNCT
fusus-469	44	1	traditional	traditional	ADJ
fusus-469	44	2	gas	gas	NOUN
fusus-469	44	3	monitoring	monitoring	NOUN
fusus-469	44	4	technologies	technology	NOUN
fusus-469	44	5	like	like	ADP
fusus-469	44	6	continuous	continuous	ADJ
fusus-469	44	7	emission	emission	NOUN
fusus-469	44	8	monitoring	monitoring	NOUN
fusus-469	44	9	systems	system	NOUN
fusus-469	44	10	(	(	PUNCT
fusus-469	44	11	cems	cem	NOUN
fusus-469	44	12	)	)	PUNCT
fusus-469	44	13	,	,	PUNCT
fusus-469	44	14	gas	gas	NOUN
fusus-469	44	15	chromatography	chromatography	NOUN
fusus-469	44	16	(	(	PUNCT
fusus-469	44	17	gc	gc	PROPN
fusus-469	44	18	)	)	PUNCT
fusus-469	44	19	,	,	PUNCT
fusus-469	44	20	and	and	CCONJ
fusus-469	44	21	mass	mass	ADJ
fusus-469	44	22	spectrometry	spectrometry	NOUN
fusus-469	44	23	(	(	PUNCT
fusus-469	44	24	ms	ms	NOUN
fusus-469	44	25	)	)	PUNCT
fusus-469	44	26	provide	provide	VERB
fusus-469	44	27	precise	precise	ADJ
fusus-469	44	28	results	result	NOUN
fusus-469	44	29	but	but	CCONJ
fusus-469	44	30	are	be	AUX
fusus-469	44	31	often	often	ADV
fusus-469	44	32	expensive	expensive	ADJ
fusus-469	44	33	,	,	PUNCT
fusus-469	44	34	complex	complex	ADJ
fusus-469	44	35	,	,	PUNCT
fusus-469	44	36	and	and	CCONJ
fusus-469	44	37	unsuitable	unsuitable	ADJ
fusus-469	44	38	for	for	ADP
fusus-469	44	39	large	large	ADJ
fusus-469	44	40	-	-	PUNCT
fusus-469	44	41	scale	scale	NOUN
fusus-469	44	42	deployment	deployment	NOUN
fusus-469	44	43	due	due	ADP
fusus-469	44	44	to	to	ADP
fusus-469	44	45	their	their	PRON
fusus-469	44	46	reliance	reliance	NOUN
fusus-469	44	47	on	on	ADP
fusus-469	44	48	specialized	specialized	ADJ
fusus-469	44	49	equipment	equipment	NOUN
fusus-469	44	50	and	and	CCONJ
fusus-469	44	51	trained	train	VERB
fusus-469	44	52	personnel	personnel	NOUN
fusus-469	44	53	.	.	PUNCT
fusus-469	45	1	furthermore	furthermore	ADV
fusus-469	45	2	,	,	PUNCT
fusus-469	45	3	these	these	DET
fusus-469	45	4	methods	method	NOUN
fusus-469	45	5	typically	typically	ADV
fusus-469	45	6	lack	lack	VERB
fusus-469	45	7	real	real	ADJ
fusus-469	45	8	-	-	PUNCT
fusus-469	45	9	time	time	NOUN
fusus-469	45	10	capabilities	capability	NOUN
fusus-469	45	11	,	,	PUNCT
fusus-469	45	12	making	make	VERB
fusus-469	45	13	them	they	PRON
fusus-469	45	14	inefficient	inefficient	ADJ
fusus-469	45	15	for	for	ADP
fusus-469	45	16	continuous	continuous	ADJ
fusus-469	45	17	air	air	NOUN
fusus-469	45	18	quality	quality	NOUN
fusus-469	45	19	assessment	assessment	NOUN
fusus-469	45	20	[	[	X
fusus-469	45	21	7	7	NUM
fusus-469	45	22	]	]	PUNCT
fusus-469	45	23	.	.	PUNCT
fusus-469	46	1	to	to	PART
fusus-469	46	2	address	address	VERB
fusus-469	46	3	these	these	DET
fusus-469	46	4	limitations	limitation	NOUN
fusus-469	46	5	,	,	PUNCT
fusus-469	46	6	this	this	DET
fusus-469	46	7	study	study	NOUN
fusus-469	46	8	explores	explore	VERB
fusus-469	46	9	the	the	DET
fusus-469	46	10	development	development	NOUN
fusus-469	46	11	of	of	ADP
fusus-469	46	12	an	an	DET
fusus-469	46	13	improved	improve	VERB
fusus-469	46	14	metal	metal	NOUN
fusus-469	46	15	oxide	oxide	NOUN
fusus-469	46	16	semiconductor	semiconductor	NOUN
fusus-469	46	17	(	(	PUNCT
fusus-469	46	18	mos)-based	mos)-base	VERB
fusus-469	46	19	gas	gas	NOUN
fusus-469	46	20	sensor	sensor	NOUN
fusus-469	46	21	system	system	NOUN
fusus-469	46	22	,	,	PUNCT
fusus-469	46	23	commonly	commonly	ADV
fusus-469	46	24	referred	refer	VERB
fusus-469	46	25	to	to	ADP
fusus-469	46	26	as	as	ADP
fusus-469	46	27	an	an	DET
fusus-469	46	28	electronic	electronic	ADJ
fusus-469	46	29	nose	nose	NOUN
fusus-469	46	30	(	(	PUNCT
fusus-469	46	31	enose	enose	NOUN
fusus-469	46	32	)	)	PUNCT
fusus-469	46	33	.	.	PUNCT
fusus-469	47	1	these	these	DET
fusus-469	47	2	sensors	sensor	NOUN
fusus-469	47	3	mimic	mimic	VERB
fusus-469	47	4	the	the	DET
fusus-469	47	5	human	human	ADJ
fusus-469	47	6	olfactory	olfactory	NOUN
fusus-469	47	7	system	system	NOUN
fusus-469	47	8	,	,	PUNCT
fusus-469	47	9	offering	offer	VERB
fusus-469	47	10	a	a	DET
fusus-469	47	11	cost	cost	NOUN
fusus-469	47	12	-	-	PUNCT
fusus-469	47	13	effective	effective	ADJ
fusus-469	47	14	,	,	PUNCT
fusus-469	47	15	compact	compact	ADJ
fusus-469	47	16	,	,	PUNCT
fusus-469	47	17	and	and	CCONJ
fusus-469	47	18	scalable	scalable	ADJ
fusus-469	47	19	solution	solution	NOUN
fusus-469	47	20	for	for	ADP
fusus-469	47	21	detecting	detect	VERB
fusus-469	47	22	gas	gas	NOUN
fusus-469	47	23	compositions	composition	NOUN
fusus-469	47	24	,	,	PUNCT
fusus-469	47	25	such	such	ADJ
fusus-469	47	26	as	as	ADP
fusus-469	47	27	co	co	NOUN
fusus-469	47	28	and	and	CCONJ
fusus-469	47	29	co₂	co₂	NOUN
fusus-469	47	30	,	,	PUNCT
fusus-469	47	31	in	in	ADP
fusus-469	47	32	both	both	PRON
fusus-469	47	33	flue	flue	NOUN
fusus-469	47	34	gases	gas	NOUN
fusus-469	47	35	and	and	CCONJ
fusus-469	47	36	transformer	transformer	NOUN
fusus-469	47	37	environments	environment	NOUN
fusus-469	47	38	.	.	PUNCT
fusus-469	48	1	integrated	integrate	VERB
fusus-469	48	2	with	with	ADP
fusus-469	48	3	regression	regression	NOUN
fusus-469	48	4	analysis	analysis	NOUN
fusus-469	48	5	,	,	PUNCT
fusus-469	48	6	principal	principal	ADJ
fusus-469	48	7	component	component	NOUN
fusus-469	48	8	analysis	analysis	NOUN
fusus-469	48	9	(	(	PUNCT
fusus-469	48	10	pca	pca	NOUN
fusus-469	48	11	)	)	PUNCT
fusus-469	48	12	,	,	PUNCT
fusus-469	48	13	and	and	CCONJ
fusus-469	48	14	machine	machine	NOUN
fusus-469	48	15	learning	learn	VERB
fusus-469	48	16	classification	classification	NOUN
fusus-469	48	17	algorithms	algorithm	NOUN
fusus-469	48	18	,	,	PUNCT
fusus-469	48	19	the	the	DET
fusus-469	48	20	enose	enose	NOUN
fusus-469	48	21	can	can	AUX
fusus-469	48	22	accurately	accurately	ADV
fusus-469	48	23	quantify	quantify	VERB
fusus-469	48	24	pollutant	pollutant	ADJ
fusus-469	48	25	concentrations	concentration	NOUN
fusus-469	48	26	and	and	CCONJ
fusus-469	48	27	classify	classify	VERB
fusus-469	48	28	air	air	NOUN
fusus-469	48	29	quality	quality	NOUN
fusus-469	48	30	levels	level	NOUN
fusus-469	48	31	in	in	ADP
fusus-469	48	32	real	real	ADJ
fusus-469	48	33	time	time	NOUN
fusus-469	48	34	[	[	X
fusus-469	48	35	8,9	8,9	NUM
fusus-469	48	36	]	]	PUNCT
fusus-469	48	37	.	.	PUNCT
fusus-469	49	1	despite	despite	SCONJ
fusus-469	49	2	their	their	PRON
fusus-469	49	3	potential	potential	NOUN
fusus-469	49	4	,	,	PUNCT
fusus-469	49	5	mos	mos	ADJ
fusus-469	49	6	sensors	sensor	NOUN
fusus-469	49	7	face	face	VERB
fusus-469	49	8	challenges	challenge	NOUN
fusus-469	49	9	,	,	PUNCT
fusus-469	49	10	particularly	particularly	ADV
fusus-469	49	11	with	with	ADP
fusus-469	49	12	manual	manual	ADJ
fusus-469	49	13	temperature	temperature	NOUN
fusus-469	49	14	modulation	modulation	NOUN
fusus-469	49	15	.	.	PUNCT
fusus-469	50	1	this	this	DET
fusus-469	50	2	process	process	NOUN
fusus-469	50	3	involves	involve	VERB
fusus-469	50	4	adjusting	adjust	VERB
fusus-469	50	5	the	the	DET
fusus-469	50	6	sensor	sensor	NOUN
fusus-469	50	7	’s	’s	PART
fusus-469	50	8	temperature	temperature	NOUN
fusus-469	50	9	to	to	PART
fusus-469	50	10	improve	improve	VERB
fusus-469	50	11	selectivity	selectivity	NOUN
fusus-469	50	12	and	and	CCONJ
fusus-469	50	13	sensitivity	sensitivity	NOUN
fusus-469	50	14	.	.	PUNCT
fusus-469	51	1	however	however	ADV
fusus-469	51	2	,	,	PUNCT
fusus-469	51	3	manual	manual	ADJ
fusus-469	51	4	control	control	NOUN
fusus-469	51	5	often	often	ADV
fusus-469	51	6	results	result	VERB
fusus-469	51	7	in	in	ADP
fusus-469	51	8	delays	delay	NOUN
fusus-469	51	9	between	between	ADP
fusus-469	51	10	temperature	temperature	NOUN
fusus-469	51	11	adjustments	adjustment	NOUN
fusus-469	51	12	and	and	CCONJ
fusus-469	51	13	sensor	sensor	NOUN
fusus-469	51	14	response	response	NOUN
fusus-469	51	15	,	,	PUNCT
fusus-469	51	16	reducing	reduce	VERB
fusus-469	51	17	measurement	measurement	NOUN
fusus-469	51	18	reliability	reliability	NOUN
fusus-469	51	19	[	[	X
fusus-469	51	20	10,11	10,11	NOUN
fusus-469	51	21	]	]	PUNCT
fusus-469	51	22	.	.	PUNCT
fusus-469	52	1	inconsistent	inconsistent	ADJ
fusus-469	52	2	readings	reading	NOUN
fusus-469	52	3	due	due	ADP
fusus-469	52	4	to	to	ADP
fusus-469	52	5	air	air	NOUN
fusus-469	52	6	leaks	leak	NOUN
fusus-469	52	7	in	in	ADP
fusus-469	52	8	non	non	ADJ
fusus-469	52	9	-	-	ADJ
fusus-469	52	10	airtight	airtight	ADJ
fusus-469	52	11	sensor	sensor	NOUN
fusus-469	52	12	chambers	chamber	NOUN
fusus-469	52	13	and	and	CCONJ
fusus-469	52	14	time	time	NOUN
fusus-469	52	15	-	-	PUNCT
fusus-469	52	16	consuming	consume	VERB
fusus-469	52	17	sample	sample	NOUN
fusus-469	52	18	collection	collection	NOUN
fusus-469	52	19	methods	method	NOUN
fusus-469	52	20	further	far	ADV
fusus-469	52	21	compromise	compromise	NOUN
fusus-469	52	22	accuracy	accuracy	NOUN
fusus-469	52	23	and	and	CCONJ
fusus-469	52	24	efficiency	efficiency	NOUN
fusus-469	52	25	.	.	PUNCT
fusus-469	53	1	automating	automate	VERB
fusus-469	53	2	the	the	DET
fusus-469	53	3	temperature	temperature	NOUN
fusus-469	53	4	modulation	modulation	NOUN
fusus-469	53	5	process	process	NOUN
fusus-469	53	6	can	can	AUX
fusus-469	53	7	enhance	enhance	VERB
fusus-469	53	8	sensor	sensor	NOUN
fusus-469	53	9	precision	precision	NOUN
fusus-469	53	10	and	and	CCONJ
fusus-469	53	11	consistency	consistency	NOUN
fusus-469	53	12	,	,	PUNCT
fusus-469	53	13	enabling	enable	VERB
fusus-469	53	14	more	more	ADV
fusus-469	53	15	reliable	reliable	ADJ
fusus-469	53	16	gas	gas	NOUN
fusus-469	53	17	differentiation	differentiation	NOUN
fusus-469	53	18	in	in	ADP
fusus-469	53	19	complex	complex	ADJ
fusus-469	53	20	mixtures	mixture	NOUN
fusus-469	53	21	like	like	ADP
fusus-469	53	22	flue	flue	NOUN
fusus-469	53	23	gases	gas	NOUN
fusus-469	53	24	.	.	PUNCT
fusus-469	54	1	additionally	additionally	ADV
fusus-469	54	2	,	,	PUNCT
fusus-469	54	3	improving	improve	VERB
fusus-469	54	4	air	air	NOUN
fusus-469	54	5	sampling	sample	VERB
fusus-469	54	6	methods	method	NOUN
fusus-469	54	7	to	to	PART
fusus-469	54	8	reduce	reduce	VERB
fusus-469	54	9	collection	collection	NOUN
fusus-469	54	10	time	time	NOUN
fusus-469	54	11	and	and	CCONJ
fusus-469	54	12	ensure	ensure	VERB
fusus-469	54	13	airtight	airtight	NOUN
fusus-469	54	14	conditions	condition	NOUN
fusus-469	54	15	will	will	AUX
fusus-469	54	16	further	far	ADV
fusus-469	54	17	streamline	streamline	VERB
fusus-469	54	18	the	the	DET
fusus-469	54	19	system	system	NOUN
fusus-469	54	20	’s	’s	PART
fusus-469	54	21	performance	performance	NOUN
fusus-469	54	22	.	.	PUNCT
fusus-469	55	1	ultimately	ultimately	ADV
fusus-469	55	2	,	,	PUNCT
fusus-469	55	3	this	this	DET
fusus-469	55	4	study	study	NOUN
fusus-469	55	5	aims	aim	VERB
fusus-469	55	6	to	to	PART
fusus-469	55	7	design	design	VERB
fusus-469	55	8	a	a	DET
fusus-469	55	9	mos	mos	ADJ
fusus-469	55	10	-	-	PUNCT
fusus-469	55	11	based	base	VERB
fusus-469	55	12	gas	gas	NOUN
fusus-469	55	13	sensor	sensor	NOUN
fusus-469	55	14	system	system	NOUN
fusus-469	55	15	that	that	PRON
fusus-469	55	16	delivers	deliver	VERB
fusus-469	55	17	accurate	accurate	ADJ
fusus-469	55	18	,	,	PUNCT
fusus-469	55	19	efficient	efficient	ADJ
fusus-469	55	20	,	,	PUNCT
fusus-469	55	21	and	and	CCONJ
fusus-469	55	22	real	real	ADJ
fusus-469	55	23	-	-	PUNCT
fusus-469	55	24	time	time	NOUN
fusus-469	55	25	detection	detection	NOUN
fusus-469	55	26	of	of	ADP
fusus-469	55	27	co	co	NOUN
fusus-469	55	28	and	and	CCONJ
fusus-469	55	29	co₂	co₂	NOUN
fusus-469	55	30	for	for	ADP
fusus-469	55	31	both	both	CCONJ
fusus-469	55	32	environmental	environmental	ADJ
fusus-469	55	33	monitoring	monitoring	NOUN
fusus-469	55	34	and	and	CCONJ
fusus-469	55	35	transformer	transformer	NOUN
fusus-469	55	36	fault	fault	NOUN
fusus-469	55	37	detection	detection	NOUN
fusus-469	55	38	.	.	PUNCT
fusus-469	56	1	through	through	ADP
fusus-469	56	2	advanced	advanced	ADJ
fusus-469	56	3	regression	regression	NOUN
fusus-469	56	4	analysis	analysis	NOUN
fusus-469	56	5	and	and	CCONJ
fusus-469	56	6	classification	classification	NOUN
fusus-469	56	7	techniques	technique	NOUN
fusus-469	56	8	applied	apply	VERB
fusus-469	56	9	to	to	ADP
fusus-469	56	10	enose	enose	VERB
fusus-469	56	11	sensor	sensor	NOUN
fusus-469	56	12	data	datum	NOUN
fusus-469	56	13	,	,	PUNCT
fusus-469	56	14	the	the	DET
fusus-469	56	15	initiative	initiative	NOUN
fusus-469	56	16	seeks	seek	VERB
fusus-469	56	17	to	to	PART
fusus-469	56	18	improve	improve	VERB
fusus-469	56	19	the	the	DET
fusus-469	56	20	accuracy	accuracy	NOUN
fusus-469	56	21	and	and	CCONJ
fusus-469	56	22	responsiveness	responsiveness	NOUN
fusus-469	56	23	of	of	ADP
fusus-469	56	24	air	air	NOUN
fusus-469	56	25	quality	quality	NOUN
fusus-469	56	26	assessments	assessment	NOUN
fusus-469	56	27	.	.	PUNCT
fusus-469	57	1	by	by	ADP
fusus-469	57	2	addressing	address	VERB
fusus-469	57	3	the	the	DET
fusus-469	57	4	current	current	ADJ
fusus-469	57	5	limitations	limitation	NOUN
fusus-469	57	6	of	of	ADP
fusus-469	57	7	sensor	sensor	NOUN
fusus-469	57	8	-	-	PUNCT
fusus-469	57	9	based	base	VERB
fusus-469	57	10	technologies	technology	NOUN
fusus-469	57	11	,	,	PUNCT
fusus-469	57	12	this	this	DET
fusus-469	57	13	system	system	NOUN
fusus-469	57	14	presents	present	VERB
fusus-469	57	15	a	a	DET
fusus-469	57	16	scalable	scalable	ADJ
fusus-469	57	17	and	and	CCONJ
fusus-469	57	18	practical	practical	ADJ
fusus-469	57	19	alternative	alternative	NOUN
fusus-469	57	20	to	to	ADP
fusus-469	57	21	conventional	conventional	ADJ
fusus-469	57	22	monitoring	monitoring	NOUN
fusus-469	57	23	methods	method	NOUN
fusus-469	57	24	,	,	PUNCT
fusus-469	57	25	enabling	enable	VERB
fusus-469	57	26	more	more	ADV
fusus-469	57	27	effective	effective	ADJ
fusus-469	57	28	air	air	NOUN
fusus-469	57	29	quality	quality	NOUN
fusus-469	57	30	control	control	NOUN
fusus-469	57	31	and	and	CCONJ
fusus-469	57	32	transformer	transformer	NOUN
fusus-469	57	33	fault	fault	NOUN
fusus-469	57	34	diagnostics	diagnostic	NOUN
fusus-469	57	35	.	.	PUNCT
fusus-469	58	1	2	2	X
fusus-469	58	2	.	.	X
fusus-469	58	3	methodology	methodology	NOUN
fusus-469	58	4	2.1	2.1	NUM
fusus-469	58	5	sensor	sensor	NOUN
fusus-469	58	6	case	case	NOUN
fusus-469	58	7	design	design	NOUN
fusus-469	58	8	for	for	ADP
fusus-469	58	9	gas	gas	NOUN
fusus-469	58	10	sampling	sampling	NOUN
fusus-469	58	11	figure	figure	NOUN
fusus-469	58	12	1	1	NUM
fusus-469	58	13	illustrates	illustrate	VERB
fusus-469	58	14	that	that	SCONJ
fusus-469	58	15	the	the	DET
fusus-469	58	16	sensor	sensor	NOUN
fusus-469	58	17	chamber	chamber	NOUN
fusus-469	58	18	case	case	NOUN
fusus-469	58	19	has	have	AUX
fusus-469	58	20	been	be	AUX
fusus-469	58	21	thoughtfully	thoughtfully	ADV
fusus-469	58	22	designed	design	VERB
fusus-469	58	23	to	to	PART
fusus-469	58	24	ensure	ensure	VERB
fusus-469	58	25	accurate	accurate	ADJ
fusus-469	58	26	and	and	CCONJ
fusus-469	58	27	reliable	reliable	ADJ
fusus-469	58	28	gas	gas	NOUN
fusus-469	58	29	sampling	sampling	NOUN
fusus-469	58	30	.	.	PUNCT
fusus-469	59	1	it	it	PRON
fusus-469	59	2	features	feature	VERB
fusus-469	59	3	an	an	DET
fusus-469	59	4	airtight	airtight	NOUN
fusus-469	59	5	seal	seal	NOUN
fusus-469	59	6	and	and	CCONJ
fusus-469	59	7	a	a	DET
fusus-469	59	8	controlled	control	VERB
fusus-469	59	9	gas	gas	NOUN
fusus-469	59	10	inlet	inlet	NOUN
fusus-469	59	11	system	system	NOUN
fusus-469	59	12	,	,	PUNCT
fusus-469	59	13	which	which	PRON
fusus-469	59	14	allows	allow	VERB
fusus-469	59	15	only	only	ADV
fusus-469	59	16	the	the	DET
fusus-469	59	17	intended	intend	VERB
fusus-469	59	18	gas	gas	NOUN
fusus-469	59	19	mixture	mixture	NOUN
fusus-469	59	20	to	to	PART
fusus-469	59	21	enter	enter	VERB
fusus-469	59	22	the	the	DET
fusus-469	59	23	chamber	chamber	NOUN
fusus-469	59	24	,	,	PUNCT
fusus-469	59	25	thus	thus	ADV
fusus-469	59	26	preventing	prevent	VERB
fusus-469	59	27	contamination	contamination	NOUN
fusus-469	59	28	from	from	ADP
fusus-469	59	29	outside	outside	ADJ
fusus-469	59	30	air	air	NOUN
fusus-469	59	31	and	and	CCONJ
fusus-469	59	32	enhancing	enhance	VERB
fusus-469	59	33	the	the	DET
fusus-469	59	34	precision	precision	NOUN
fusus-469	59	35	of	of	ADP
fusus-469	59	36	the	the	DET
fusus-469	59	37	sensor	sensor	NOUN
fusus-469	59	38	readings	reading	VERB
fusus-469	59	39	.	.	PUNCT
fusus-469	60	1	to	to	PART
fusus-469	60	2	minimize	minimize	VERB
fusus-469	60	3	the	the	DET
fusus-469	60	4	risk	risk	NOUN
fusus-469	60	5	of	of	ADP
fusus-469	60	6	leaks	leak	NOUN
fusus-469	60	7	,	,	PUNCT
fusus-469	60	8	silicone	silicone	NOUN
fusus-469	60	9	gaskets	gasket	NOUN
fusus-469	60	10	are	be	AUX
fusus-469	60	11	used	use	VERB
fusus-469	60	12	,	,	PUNCT
fusus-469	60	13	ensuring	ensure	VERB
fusus-469	60	14	that	that	SCONJ
fusus-469	60	15	the	the	DET
fusus-469	60	16	results	result	NOUN
fusus-469	60	17	remain	remain	VERB
fusus-469	60	18	consistent	consistent	ADJ
fusus-469	60	19	and	and	CCONJ
fusus-469	60	20	accurate	accurate	ADJ
fusus-469	60	21	.	.	PUNCT
fusus-469	61	1	additionally	additionally	ADV
fusus-469	61	2	,	,	PUNCT
fusus-469	61	3	the	the	DET
fusus-469	61	4	chamber	chamber	NOUN
fusus-469	61	5	case	case	NOUN
fusus-469	61	6	includes	include	VERB
fusus-469	61	7	a	a	DET
fusus-469	61	8	manual	manual	ADJ
fusus-469	61	9	valve	valve	NOUN
fusus-469	61	10	,	,	PUNCT
fusus-469	61	11	as	as	SCONJ
fusus-469	61	12	shown	show	VERB
fusus-469	61	13	in	in	ADP
fusus-469	61	14	figure	figure	NOUN
fusus-469	61	15	2	2	NUM
fusus-469	61	16	,	,	PUNCT
fusus-469	61	17	along	along	ADP
fusus-469	61	18	with	with	ADP
fusus-469	61	19	a	a	DET
fusus-469	61	20	tedlar	tedlar	ADJ
fusus-469	61	21	bag	bag	NOUN
fusus-469	61	22	,	,	PUNCT
fusus-469	61	23	providing	provide	VERB
fusus-469	61	24	precise	precise	ADJ
fusus-469	61	25	control	control	NOUN
fusus-469	61	26	over	over	ADP
fusus-469	61	27	the	the	DET
fusus-469	61	28	flow	flow	NOUN
fusus-469	61	29	rate	rate	NOUN
fusus-469	61	30	and	and	CCONJ
fusus-469	61	31	composition	composition	NOUN
fusus-469	61	32	of	of	ADP
fusus-469	61	33	the	the	DET
fusus-469	61	34	gas	gas	NOUN
fusus-469	61	35	sample	sample	NOUN
fusus-469	61	36	,	,	PUNCT
fusus-469	61	37	which	which	PRON
fusus-469	61	38	gives	give	VERB
fusus-469	61	39	greater	great	ADJ
fusus-469	61	40	confidence	confidence	NOUN
fusus-469	61	41	in	in	ADP
fusus-469	61	42	the	the	DET
fusus-469	61	43	collected	collect	VERB
fusus-469	61	44	data	datum	NOUN
fusus-469	61	45	.	.	PUNCT
fusus-469	62	1	furthermore	furthermore	ADV
fusus-469	62	2	,	,	PUNCT
fusus-469	62	3	the	the	DET
fusus-469	62	4	chamber	chamber	NOUN
fusus-469	62	5	's	's	PART
fusus-469	62	6	compact	compact	ADJ
fusus-469	62	7	and	and	CCONJ
fusus-469	62	8	lightweight	lightweight	ADJ
fusus-469	62	9	design	design	NOUN
fusus-469	62	10	,	,	PUNCT
fusus-469	62	11	made	make	VERB
fusus-469	62	12	possible	possible	ADJ
fusus-469	62	13	through	through	ADP
fusus-469	62	14	3d	3d	PROPN
fusus-469	62	15	printing	printing	NOUN
fusus-469	62	16	,	,	PUNCT
fusus-469	62	17	makes	make	VERB
fusus-469	62	18	it	it	PRON
fusus-469	62	19	cost	cost	NOUN
fusus-469	62	20	-	-	PUNCT
fusus-469	62	21	effective	effective	ADJ
fusus-469	62	22	and	and	CCONJ
fusus-469	62	23	easy	easy	ADJ
fusus-469	62	24	to	to	PART
fusus-469	62	25	use	use	VERB
fusus-469	62	26	in	in	ADP
fusus-469	62	27	a	a	DET
fusus-469	62	28	variety	variety	NOUN
fusus-469	62	29	of	of	ADP
fusus-469	62	30	settings	setting	NOUN
fusus-469	62	31	.	.	PUNCT
fusus-469	63	1	figure	figure	NOUN
fusus-469	63	2	1	1	NUM
fusus-469	63	3	.	.	PUNCT
fusus-469	64	1	solidworks	solidworks	PROPN
fusus-469	64	2	3d	3d	PROPN
fusus-469	64	3	model	model	NOUN
fusus-469	64	4	of	of	ADP
fusus-469	64	5	the	the	DET
fusus-469	64	6	chamber	chamber	NOUN
fusus-469	64	7	case	case	NOUN
fusus-469	64	8	with	with	ADP
fusus-469	64	9	central	central	ADJ
fusus-469	64	10	inlet	inlet	NOUN
fusus-469	64	11	for	for	ADP
fusus-469	64	12	controlled	control	VERB
fusus-469	64	13	gas	gas	NOUN
fusus-469	64	14	flow	flow	NOUN
fusus-469	64	15	figure	figure	NOUN
fusus-469	64	16	2	2	NUM
fusus-469	64	17	.	.	PUNCT
fusus-469	64	18	designed	design	VERB
fusus-469	64	19	and	and	CCONJ
fusus-469	64	20	printed	print	VERB
fusus-469	64	21	gas	gas	NOUN
fusus-469	64	22	sampling	sample	VERB
fusus-469	64	23	chamber	chamber	NOUN
fusus-469	64	24	case	case	NOUN
fusus-469	64	25	for	for	ADP
fusus-469	64	26	gas	gas	NOUN
fusus-469	64	27	detection	detection	NOUN
fusus-469	64	28	ecq	ecq	NOUN
fusus-469	64	29	.	.	PUNCT
fusus-469	65	1	heng	heng	PROPN
fusus-469	65	2	et	et	PROPN
fusus-469	65	3	al	al	PROPN
fusus-469	65	4	.	.	PROPN
fusus-469	65	5	/future	/future	PROPN
fusus-469	66	1	sustainability	sustainability	PROPN
fusus-469	66	2	november	november	PROPN
fusus-469	66	3	2025|	2025|	NUM
fusus-469	66	4	volume	volume	NOUN
fusus-469	66	5	03	03	NUM
fusus-469	67	1	|	|	ADV
fusus-469	67	2	issue	issue	VERB
fusus-469	67	3	04	04	NUM
fusus-469	68	1	|	|	CCONJ
fusus-469	68	2	pages	page	VERB
fusus-469	68	3	32	32	NUM
fusus-469	68	4	-	-	SYM
fusus-469	68	5	46	46	NUM
fusus-469	68	6	34	34	NUM
fusus-469	68	7	2.2	2.2	NUM
fusus-469	68	8	digital	digital	ADJ
fusus-469	68	9	temperature	temperature	NOUN
fusus-469	68	10	modulation	modulation	NOUN
fusus-469	68	11	design	design	NOUN
fusus-469	68	12	by	by	ADP
fusus-469	68	13	using	use	VERB
fusus-469	68	14	a	a	DET
fusus-469	68	15	buck	buck	NOUN
fusus-469	68	16	converter	converter	NOUN
fusus-469	68	17	figure	figure	NOUN
fusus-469	68	18	3	3	NUM
fusus-469	68	19	represents	represent	VERB
fusus-469	68	20	the	the	DET
fusus-469	68	21	design	design	NOUN
fusus-469	68	22	process	process	NOUN
fusus-469	68	23	for	for	ADP
fusus-469	68	24	digital	digital	ADJ
fusus-469	68	25	temperature	temperature	NOUN
fusus-469	68	26	modulation	modulation	NOUN
fusus-469	68	27	.	.	PUNCT
fusus-469	69	1	before	before	ADP
fusus-469	69	2	proceeding	proceed	VERB
fusus-469	69	3	to	to	ADP
fusus-469	69	4	full	full	ADJ
fusus-469	69	5	-	-	PUNCT
fusus-469	69	6	scale	scale	NOUN
fusus-469	69	7	testing	testing	NOUN
fusus-469	69	8	and	and	CCONJ
fusus-469	69	9	pcb	pcb	NOUN
fusus-469	69	10	design	design	NOUN
fusus-469	69	11	,	,	PUNCT
fusus-469	69	12	each	each	DET
fusus-469	69	13	buck	buck	NOUN
fusus-469	69	14	converter	converter	NOUN
fusus-469	69	15	was	be	AUX
fusus-469	69	16	first	first	ADV
fusus-469	69	17	assembled	assemble	VERB
fusus-469	69	18	on	on	ADP
fusus-469	69	19	a	a	DET
fusus-469	69	20	breadboard	breadboard	NOUN
fusus-469	69	21	,	,	PUNCT
fusus-469	69	22	as	as	SCONJ
fusus-469	69	23	shown	show	VERB
fusus-469	69	24	in	in	ADP
fusus-469	69	25	figure	figure	NOUN
fusus-469	69	26	4	4	NUM
fusus-469	69	27	,	,	PUNCT
fusus-469	69	28	to	to	PART
fusus-469	69	29	ensure	ensure	VERB
fusus-469	69	30	proper	proper	ADJ
fusus-469	69	31	functionality	functionality	NOUN
fusus-469	69	32	.	.	PUNCT
fusus-469	70	1	this	this	DET
fusus-469	70	2	approach	approach	NOUN
fusus-469	70	3	allowed	allow	VERB
fusus-469	70	4	for	for	ADP
fusus-469	70	5	easy	easy	ADJ
fusus-469	70	6	adjustments	adjustment	NOUN
fusus-469	70	7	and	and	CCONJ
fusus-469	70	8	troubleshooting	troubleshoot	VERB
fusus-469	70	9	within	within	ADP
fusus-469	70	10	a	a	DET
fusus-469	70	11	flexible	flexible	ADJ
fusus-469	70	12	setup	setup	NOUN
fusus-469	70	13	.	.	PUNCT
fusus-469	71	1	for	for	ADP
fusus-469	71	2	the	the	DET
fusus-469	71	3	1a	1a	PROPN
fusus-469	71	4	temperature	temperature	NOUN
fusus-469	71	5	control	control	NOUN
fusus-469	71	6	system	system	NOUN
fusus-469	71	7	,	,	PUNCT
fusus-469	71	8	we	we	PRON
fusus-469	71	9	utilized	utilize	VERB
fusus-469	71	10	the	the	DET
fusus-469	71	11	lm2575	lm2575	PROPN
fusus-469	71	12	ic	ic	PROPN
fusus-469	71	13	in	in	ADP
fusus-469	71	14	conjunction	conjunction	NOUN
fusus-469	71	15	with	with	ADP
fusus-469	71	16	a	a	DET
fusus-469	71	17	digital	digital	ADJ
fusus-469	71	18	potentiometer	potentiometer	NOUN
fusus-469	71	19	to	to	PART
fusus-469	71	20	adjust	adjust	VERB
fusus-469	71	21	the	the	DET
fusus-469	71	22	output	output	NOUN
fusus-469	71	23	voltage	voltage	NOUN
fusus-469	71	24	,	,	PUNCT
fusus-469	71	25	which	which	PRON
fusus-469	71	26	ranged	range	VERB
fusus-469	71	27	from	from	ADP
fusus-469	71	28	4.0v	4.0v	NUM
fusus-469	71	29	to	to	ADP
fusus-469	71	30	5.0v	5.0v	NUM
fusus-469	71	31	.	.	PUNCT
fusus-469	72	1	the	the	DET
fusus-469	72	2	3a	3a	PROPN
fusus-469	72	3	converter	converter	NOUN
fusus-469	72	4	,	,	PUNCT
fusus-469	72	5	designed	design	VERB
fusus-469	72	6	for	for	ADP
fusus-469	72	7	the	the	DET
fusus-469	72	8	pneumatic	pneumatic	ADJ
fusus-469	72	9	system	system	NOUN
fusus-469	72	10	and	and	CCONJ
fusus-469	72	11	based	base	VERB
fusus-469	72	12	on	on	ADP
fusus-469	72	13	the	the	DET
fusus-469	72	14	lm2576	lm2576	PROPN
fusus-469	72	15	ic	ic	PROPN
fusus-469	72	16	,	,	PUNCT
fusus-469	72	17	was	be	AUX
fusus-469	72	18	tested	test	VERB
fusus-469	72	19	to	to	PART
fusus-469	72	20	confirm	confirm	VERB
fusus-469	72	21	a	a	DET
fusus-469	72	22	stable	stable	ADJ
fusus-469	72	23	5v	5v	NOUN
fusus-469	72	24	output	output	NOUN
fusus-469	72	25	under	under	ADP
fusus-469	72	26	a	a	DET
fusus-469	72	27	3a	3a	NUM
fusus-469	72	28	load	load	NOUN
fusus-469	72	29	,	,	PUNCT
fusus-469	72	30	with	with	ADP
fusus-469	72	31	an	an	DET
fusus-469	72	32	oscilloscope	oscilloscope	NOUN
fusus-469	72	33	monitoring	monitoring	NOUN
fusus-469	72	34	for	for	ADP
fusus-469	72	35	any	any	DET
fusus-469	72	36	voltage	voltage	NOUN
fusus-469	72	37	fluctuations	fluctuation	NOUN
fusus-469	72	38	.	.	PUNCT
fusus-469	73	1	finally	finally	ADV
fusus-469	73	2	,	,	PUNCT
fusus-469	73	3	the	the	DET
fusus-469	73	4	500ma	500ma	PROPN
fusus-469	73	5	sensor	sensor	NOUN
fusus-469	73	6	array	array	NOUN
fusus-469	73	7	converter	converter	NOUN
fusus-469	73	8	,	,	PUNCT
fusus-469	73	9	using	use	VERB
fusus-469	73	10	the	the	DET
fusus-469	73	11	lm2574	lm2574	PROPN
fusus-469	73	12	ic	ic	PROPN
fusus-469	73	13	,	,	PUNCT
fusus-469	73	14	provided	provide	VERB
fusus-469	73	15	a	a	DET
fusus-469	73	16	consistent	consistent	ADJ
fusus-469	73	17	5v	5v	NOUN
fusus-469	73	18	output	output	NOUN
fusus-469	73	19	,	,	PUNCT
fusus-469	73	20	with	with	ADP
fusus-469	73	21	careful	careful	ADJ
fusus-469	73	22	observation	observation	NOUN
fusus-469	73	23	of	of	ADP
fusus-469	73	24	voltage	voltage	NOUN
fusus-469	73	25	stability	stability	NOUN
fusus-469	73	26	and	and	CCONJ
fusus-469	73	27	thermal	thermal	ADJ
fusus-469	73	28	performance	performance	NOUN
fusus-469	73	29	.	.	PUNCT
fusus-469	74	1	this	this	DET
fusus-469	74	2	prototyping	prototyping	NOUN
fusus-469	74	3	phase	phase	NOUN
fusus-469	74	4	confirmed	confirm	VERB
fusus-469	74	5	that	that	SCONJ
fusus-469	74	6	all	all	DET
fusus-469	74	7	converters	converter	NOUN
fusus-469	74	8	met	meet	VERB
fusus-469	74	9	the	the	DET
fusus-469	74	10	required	require	VERB
fusus-469	74	11	specifications	specification	NOUN
fusus-469	74	12	prior	prior	ADV
fusus-469	74	13	to	to	ADP
fusus-469	74	14	moving	move	VERB
fusus-469	74	15	forward	forward	ADV
fusus-469	74	16	with	with	ADP
fusus-469	74	17	the	the	DET
fusus-469	74	18	pcb	pcb	NOUN
fusus-469	74	19	design	design	NOUN
fusus-469	74	20	.	.	PUNCT
fusus-469	75	1	figure	figure	NOUN
fusus-469	75	2	3	3	NUM
fusus-469	75	3	.	.	NOUN
fusus-469	75	4	process	process	NOUN
fusus-469	75	5	of	of	ADP
fusus-469	75	6	designing	design	VERB
fusus-469	75	7	the	the	DET
fusus-469	75	8	digital	digital	ADJ
fusus-469	75	9	temperature	temperature	NOUN
fusus-469	75	10	modulation	modulation	NOUN
fusus-469	75	11	figure	figure	NOUN
fusus-469	75	12	4	4	NUM
fusus-469	75	13	.	.	PUNCT
fusus-469	76	1	buck	buck	NOUN
fusus-469	76	2	converter	converter	NOUN
fusus-469	76	3	breadboard	breadboard	NOUN
fusus-469	76	4	prototyping	prototyping	NOUN
fusus-469	76	5	with	with	ADP
fusus-469	76	6	the	the	DET
fusus-469	76	7	lm2574	lm2574	PROPN
fusus-469	76	8	500ma	500ma	PROPN
fusus-469	76	9	ic	ic	PROPN
fusus-469	76	10	for	for	ADP
fusus-469	76	11	troubleshooting	troubleshoot	VERB
fusus-469	76	12	after	after	ADP
fusus-469	76	13	successfully	successfully	ADV
fusus-469	76	14	testing	test	VERB
fusus-469	76	15	individual	individual	ADJ
fusus-469	76	16	buck	buck	NOUN
fusus-469	76	17	converters	converter	NOUN
fusus-469	76	18	on	on	ADP
fusus-469	76	19	a	a	DET
fusus-469	76	20	breadboard	breadboard	NOUN
fusus-469	76	21	,	,	PUNCT
fusus-469	76	22	the	the	DET
fusus-469	76	23	next	next	ADJ
fusus-469	76	24	step	step	NOUN
fusus-469	76	25	was	be	AUX
fusus-469	76	26	to	to	PART
fusus-469	76	27	combine	combine	VERB
fusus-469	76	28	all	all	DET
fusus-469	76	29	three	three	NUM
fusus-469	76	30	circuits	circuit	NOUN
fusus-469	76	31	into	into	ADP
fusus-469	76	32	a	a	DET
fusus-469	76	33	single	single	ADJ
fusus-469	76	34	pcb	pcb	NOUN
fusus-469	76	35	design	design	NOUN
fusus-469	76	36	.	.	PUNCT
fusus-469	77	1	figure	figure	NOUN
fusus-469	77	2	5	5	NUM
fusus-469	77	3	displays	display	VERB
fusus-469	77	4	the	the	DET
fusus-469	77	5	backend	backend	NOUN
fusus-469	77	6	pcb	pcb	NOUN
fusus-469	77	7	layout	layout	NOUN
fusus-469	77	8	for	for	ADP
fusus-469	77	9	combined	combined	ADJ
fusus-469	77	10	buck	buck	NOUN
fusus-469	77	11	converters	converter	NOUN
fusus-469	77	12	.	.	PUNCT
fusus-469	78	1	this	this	DET
fusus-469	78	2	design	design	NOUN
fusus-469	78	3	aimed	aim	VERB
fusus-469	78	4	to	to	PART
fusus-469	78	5	efficiently	efficiently	ADV
fusus-469	78	6	manage	manage	VERB
fusus-469	78	7	power	power	NOUN
fusus-469	78	8	for	for	ADP
fusus-469	78	9	the	the	DET
fusus-469	78	10	mos	mos	PROPN
fusus-469	78	11	sensor	sensor	NOUN
fusus-469	78	12	module	module	NOUN
fusus-469	78	13	,	,	PUNCT
fusus-469	78	14	pneumatic	pneumatic	ADJ
fusus-469	78	15	system	system	NOUN
fusus-469	78	16	,	,	PUNCT
fusus-469	78	17	and	and	CCONJ
fusus-469	78	18	sensor	sensor	NOUN
fusus-469	78	19	array	array	NOUN
fusus-469	78	20	.	.	PUNCT
fusus-469	79	1	the	the	DET
fusus-469	79	2	pcb	pcb	NOUN
fusus-469	79	3	design	design	NOUN
fusus-469	79	4	process	process	NOUN
fusus-469	79	5	involved	involve	VERB
fusus-469	79	6	converting	convert	VERB
fusus-469	79	7	the	the	DET
fusus-469	79	8	schematic	schematic	ADJ
fusus-469	79	9	into	into	ADP
fusus-469	79	10	a	a	DET
fusus-469	79	11	compact	compact	ADJ
fusus-469	79	12	and	and	CCONJ
fusus-469	79	13	functional	functional	ADJ
fusus-469	79	14	layout	layout	NOUN
fusus-469	79	15	.	.	PUNCT
fusus-469	80	1	key	key	ADJ
fusus-469	80	2	considerations	consideration	NOUN
fusus-469	80	3	included	include	VERB
fusus-469	80	4	footprint	footprint	NOUN
fusus-469	80	5	design	design	NOUN
fusus-469	80	6	,	,	PUNCT
fusus-469	80	7	component	component	NOUN
fusus-469	80	8	placement	placement	NOUN
fusus-469	80	9	,	,	PUNCT
fusus-469	80	10	and	and	CCONJ
fusus-469	80	11	routing	routing	NOUN
fusus-469	80	12	.	.	PUNCT
fusus-469	81	1	accurate	accurate	ADJ
fusus-469	81	2	pad	pad	NOUN
fusus-469	81	3	layouts	layout	NOUN
fusus-469	81	4	were	be	AUX
fusus-469	81	5	created	create	VERB
fusus-469	81	6	to	to	PART
fusus-469	81	7	ensure	ensure	VERB
fusus-469	81	8	proper	proper	ADJ
fusus-469	81	9	alignment	alignment	NOUN
fusus-469	81	10	of	of	ADP
fusus-469	81	11	components	component	NOUN
fusus-469	81	12	and	and	CCONJ
fusus-469	81	13	to	to	PART
fusus-469	81	14	minimize	minimize	VERB
fusus-469	81	15	assembly	assembly	NOUN
fusus-469	81	16	errors	error	NOUN
fusus-469	81	17	.	.	PUNCT
fusus-469	82	1	components	component	NOUN
fusus-469	82	2	were	be	AUX
fusus-469	82	3	strategically	strategically	ADV
fusus-469	82	4	arranged	arrange	VERB
fusus-469	82	5	to	to	PART
fusus-469	82	6	reduce	reduce	VERB
fusus-469	82	7	wiring	wiring	NOUN
fusus-469	82	8	complexity	complexity	NOUN
fusus-469	82	9	while	while	SCONJ
fusus-469	82	10	maintaining	maintain	VERB
fusus-469	82	11	adequate	adequate	ADJ
fusus-469	82	12	spacing	spacing	NOUN
fusus-469	82	13	for	for	ADP
fusus-469	82	14	airflow	airflow	NOUN
fusus-469	82	15	and	and	CCONJ
fusus-469	82	16	heat	heat	NOUN
fusus-469	82	17	dissipation	dissipation	NOUN
fusus-469	82	18	.	.	PUNCT
fusus-469	83	1	routing	routing	NOUN
fusus-469	83	2	was	be	AUX
fusus-469	83	3	done	do	VERB
fusus-469	83	4	with	with	ADP
fusus-469	83	5	care	care	NOUN
fusus-469	83	6	,	,	PUNCT
fusus-469	83	7	using	use	VERB
fusus-469	83	8	1	1	NUM
fusus-469	83	9	mm	mm	NOUN
fusus-469	83	10	traces	trace	NOUN
fusus-469	83	11	for	for	ADP
fusus-469	83	12	power	power	NOUN
fusus-469	83	13	lines	line	NOUN
fusus-469	83	14	and	and	CCONJ
fusus-469	83	15	a	a	DET
fusus-469	83	16	copper	copper	NOUN
fusus-469	83	17	-	-	PUNCT
fusus-469	83	18	filled	fill	VERB
fusus-469	83	19	ground	ground	NOUN
fusus-469	83	20	zone	zone	NOUN
fusus-469	83	21	to	to	PART
fusus-469	83	22	enhance	enhance	VERB
fusus-469	83	23	current	current	ADJ
fusus-469	83	24	flow	flow	NOUN
fusus-469	83	25	and	and	CCONJ
fusus-469	83	26	cooling	cooling	NOUN
fusus-469	83	27	.	.	PUNCT
fusus-469	84	1	the	the	DET
fusus-469	84	2	final	final	ADJ
fusus-469	84	3	pcb	pcb	NOUN
fusus-469	84	4	design	design	NOUN
fusus-469	84	5	measures	measure	NOUN
fusus-469	84	6	10	10	NUM
fusus-469	84	7	cm	cm	NOUN
fusus-469	84	8	x	x	SYM
fusus-469	84	9	10	10	NUM
fusus-469	84	10	cm	cm	NUM
fusus-469	84	11	,	,	PUNCT
fusus-469	84	12	a	a	DET
fusus-469	84	13	standard	standard	ADJ
fusus-469	84	14	size	size	NOUN
fusus-469	84	15	that	that	PRON
fusus-469	84	16	facilitates	facilitate	VERB
fusus-469	84	17	easy	easy	ADJ
fusus-469	84	18	manufacturing	manufacturing	NOUN
fusus-469	84	19	,	,	PUNCT
fusus-469	84	20	testing	testing	NOUN
fusus-469	84	21	,	,	PUNCT
fusus-469	84	22	and	and	CCONJ
fusus-469	84	23	future	future	ADJ
fusus-469	84	24	modifications	modification	NOUN
fusus-469	84	25	.	.	PUNCT
fusus-469	85	1	figure	figure	NOUN
fusus-469	85	2	5	5	NUM
fusus-469	85	3	.	.	PUNCT
fusus-469	85	4	backend	backend	PROPN
fusus-469	85	5	pcb	pcb	PROPN
fusus-469	85	6	layout	layout	NOUN
fusus-469	85	7	for	for	ADP
fusus-469	85	8	combined	combined	ADJ
fusus-469	85	9	buck	buck	NOUN
fusus-469	85	10	converters	converter	NOUN
fusus-469	85	11	once	once	SCONJ
fusus-469	85	12	the	the	DET
fusus-469	85	13	pcb	pcb	NOUN
fusus-469	85	14	is	be	AUX
fusus-469	85	15	prepared	prepare	VERB
fusus-469	85	16	,	,	PUNCT
fusus-469	85	17	the	the	DET
fusus-469	85	18	next	next	ADJ
fusus-469	85	19	step	step	NOUN
fusus-469	85	20	is	be	AUX
fusus-469	85	21	to	to	PART
fusus-469	85	22	solder	solder	VERB
fusus-469	85	23	the	the	DET
fusus-469	85	24	components	component	NOUN
fusus-469	85	25	.	.	PUNCT
fusus-469	86	1	figure	figure	NOUN
fusus-469	86	2	6	6	NUM
fusus-469	86	3	demonstrates	demonstrate	VERB
fusus-469	86	4	the	the	DET
fusus-469	86	5	circuit	circuit	NOUN
fusus-469	86	6	board	board	NOUN
fusus-469	86	7	with	with	ADP
fusus-469	86	8	polarized	polarize	VERB
fusus-469	86	9	capacitors	capacitor	NOUN
fusus-469	86	10	(	(	PUNCT
fusus-469	86	11	highlighted	highlight	VERB
fusus-469	86	12	)	)	PUNCT
fusus-469	86	13	that	that	PRON
fusus-469	86	14	require	require	VERB
fusus-469	86	15	careful	careful	ADJ
fusus-469	86	16	orientation	orientation	NOUN
fusus-469	86	17	during	during	ADP
fusus-469	86	18	assembly	assembly	NOUN
fusus-469	86	19	.	.	PUNCT
fusus-469	87	1	first	first	ADV
fusus-469	87	2	,	,	PUNCT
fusus-469	87	3	gather	gather	VERB
fusus-469	87	4	the	the	DET
fusus-469	87	5	necessary	necessary	ADJ
fusus-469	87	6	tools	tool	NOUN
fusus-469	87	7	:	:	PUNCT
fusus-469	87	8	a	a	DET
fusus-469	87	9	soldering	solder	VERB
fusus-469	87	10	iron	iron	NOUN
fusus-469	87	11	,	,	PUNCT
fusus-469	87	12	solder	solder	NOUN
fusus-469	87	13	wire	wire	NOUN
fusus-469	87	14	,	,	PUNCT
fusus-469	87	15	flux	flux	NOUN
fusus-469	87	16	,	,	PUNCT
fusus-469	87	17	and	and	CCONJ
fusus-469	87	18	tweezers	tweezer	NOUN
fusus-469	87	19	.	.	PUNCT
fusus-469	88	1	clean	clean	VERB
fusus-469	88	2	the	the	DET
fusus-469	88	3	pcb	pcb	NOUN
fusus-469	88	4	pads	pad	NOUN
fusus-469	88	5	to	to	PART
fusus-469	88	6	ensure	ensure	VERB
fusus-469	88	7	a	a	DET
fusus-469	88	8	smooth	smooth	ADJ
fusus-469	88	9	soldering	soldering	NOUN
fusus-469	88	10	process	process	NOUN
fusus-469	88	11	,	,	PUNCT
fusus-469	88	12	and	and	CCONJ
fusus-469	88	13	then	then	ADV
fusus-469	88	14	apply	apply	VERB
fusus-469	88	15	flux	flux	NOUN
fusus-469	88	16	to	to	PART
fusus-469	88	17	help	help	VERB
fusus-469	88	18	the	the	DET
fusus-469	88	19	solder	solder	NOUN
fusus-469	88	20	adhere	adhere	VERB
fusus-469	88	21	.	.	PUNCT
fusus-469	89	1	carefully	carefully	ADV
fusus-469	89	2	place	place	VERB
fusus-469	89	3	the	the	DET
fusus-469	89	4	components	component	NOUN
fusus-469	89	5	in	in	ADP
fusus-469	89	6	their	their	PRON
fusus-469	89	7	correct	correct	ADJ
fusus-469	89	8	positions	position	NOUN
fusus-469	89	9	,	,	PUNCT
fusus-469	89	10	paying	pay	VERB
fusus-469	89	11	special	special	ADJ
fusus-469	89	12	attention	attention	NOUN
fusus-469	89	13	to	to	ADP
fusus-469	89	14	polarized	polarize	VERB
fusus-469	89	15	parts	part	NOUN
fusus-469	89	16	like	like	ADP
fusus-469	89	17	capacitors	capacitor	NOUN
fusus-469	89	18	and	and	CCONJ
fusus-469	89	19	diodes	diode	NOUN
fusus-469	89	20	.	.	PUNCT
fusus-469	90	1	start	start	VERB
fusus-469	90	2	by	by	ADP
fusus-469	90	3	soldering	solder	VERB
fusus-469	90	4	one	one	NUM
fusus-469	90	5	pin	pin	NOUN
fusus-469	90	6	of	of	ADP
fusus-469	90	7	each	each	DET
fusus-469	90	8	component	component	NOUN
fusus-469	90	9	to	to	PART
fusus-469	90	10	hold	hold	VERB
fusus-469	90	11	it	it	PRON
fusus-469	90	12	in	in	ADP
fusus-469	90	13	place	place	NOUN
fusus-469	90	14	,	,	PUNCT
fusus-469	90	15	and	and	CCONJ
fusus-469	90	16	then	then	ADV
fusus-469	90	17	secure	secure	VERB
fusus-469	90	18	the	the	DET
fusus-469	90	19	remaining	remain	VERB
fusus-469	90	20	pins	pin	NOUN
fusus-469	90	21	.	.	PUNCT
fusus-469	91	1	after	after	ADP
fusus-469	91	2	soldering	solder	VERB
fusus-469	91	3	,	,	PUNCT
fusus-469	91	4	inspect	inspect	VERB
fusus-469	91	5	the	the	DET
fusus-469	91	6	joints	joint	NOUN
fusus-469	91	7	to	to	PART
fusus-469	91	8	ensure	ensure	VERB
fusus-469	91	9	they	they	PRON
fusus-469	91	10	are	be	AUX
fusus-469	91	11	clean	clean	ADJ
fusus-469	91	12	and	and	CCONJ
fusus-469	91	13	solid	solid	ADJ
fusus-469	91	14	.	.	PUNCT
fusus-469	92	1	use	use	VERB
fusus-469	92	2	a	a	DET
fusus-469	92	3	multimeter	multimeter	NOUN
fusus-469	92	4	to	to	PART
fusus-469	92	5	test	test	VERB
fusus-469	92	6	the	the	DET
fusus-469	92	7	circuit	circuit	NOUN
fusus-469	92	8	.	.	PUNCT
fusus-469	93	1	finally	finally	ADV
fusus-469	93	2	,	,	PUNCT
fusus-469	93	3	clean	clean	VERB
fusus-469	93	4	off	off	ADP
fusus-469	93	5	any	any	DET
fusus-469	93	6	excess	excess	ADJ
fusus-469	93	7	flux	flux	NOUN
fusus-469	93	8	and	and	CCONJ
fusus-469	93	9	add	add	VERB
fusus-469	93	10	any	any	DET
fusus-469	93	11	finishing	finish	VERB
fusus-469	93	12	touches	touch	NOUN
fusus-469	93	13	,	,	PUNCT
fusus-469	93	14	such	such	ADJ
fusus-469	93	15	as	as	ADP
fusus-469	93	16	heatsinks	heatsink	NOUN
fusus-469	93	17	,	,	PUNCT
fusus-469	93	18	to	to	PART
fusus-469	93	19	complete	complete	VERB
fusus-469	93	20	the	the	DET
fusus-469	93	21	process	process	NOUN
fusus-469	93	22	.	.	PUNCT
fusus-469	94	1	this	this	PRON
fusus-469	94	2	ensures	ensure	VERB
fusus-469	94	3	everything	everything	PRON
fusus-469	94	4	is	be	AUX
fusus-469	94	5	securely	securely	ADV
fusus-469	94	6	connected	connect	VERB
fusus-469	94	7	and	and	CCONJ
fusus-469	94	8	ready	ready	ADJ
fusus-469	94	9	for	for	ADP
fusus-469	94	10	testing	testing	NOUN
fusus-469	94	11	.	.	PUNCT
fusus-469	95	1	2.3	2.3	NUM
fusus-469	95	2	troubleshooting	troubleshooting	NOUN
fusus-469	95	3	and	and	CCONJ
fusus-469	95	4	resolving	resolve	VERB
fusus-469	95	5	inductor	inductor	NOUN
fusus-469	95	6	overload	overload	NOUN
fusus-469	95	7	in	in	ADP
fusus-469	95	8	the	the	DET
fusus-469	95	9	buck	buck	NOUN
fusus-469	95	10	converter	converter	NOUN
fusus-469	95	11	circuit	circuit	NOUN
fusus-469	95	12	inductors	inductor	NOUN
fusus-469	95	13	have	have	VERB
fusus-469	95	14	a	a	DET
fusus-469	95	15	maximum	maximum	ADJ
fusus-469	95	16	current	current	ADJ
fusus-469	95	17	rating	rating	NOUN
fusus-469	95	18	,	,	PUNCT
fusus-469	95	19	and	and	CCONJ
fusus-469	95	20	when	when	SCONJ
fusus-469	95	21	this	this	DET
fusus-469	95	22	limit	limit	NOUN
fusus-469	95	23	is	be	AUX
fusus-469	95	24	exceeded	exceed	VERB
fusus-469	95	25	,	,	PUNCT
fusus-469	95	26	they	they	PRON
fusus-469	95	27	can	can	AUX
fusus-469	95	28	overheat	overheat	VERB
fusus-469	95	29	and	and	CCONJ
fusus-469	95	30	fail	fail	VERB
fusus-469	95	31	.	.	PUNCT
fusus-469	96	1	in	in	ADP
fusus-469	96	2	this	this	DET
fusus-469	96	3	case	case	NOUN
fusus-469	96	4	,	,	PUNCT
fusus-469	96	5	the	the	DET
fusus-469	96	6	original	original	ADJ
fusus-469	96	7	inductor	inductor	NOUN
fusus-469	96	8	was	be	AUX
fusus-469	96	9	unable	unable	ADJ
fusus-469	96	10	to	to	PART
fusus-469	96	11	handle	handle	VERB
fusus-469	96	12	the	the	DET
fusus-469	96	13	3a	3a	NUM
fusus-469	96	14	current	current	NOUN
fusus-469	96	15	,	,	PUNCT
fusus-469	96	16	leading	lead	VERB
fusus-469	96	17	to	to	ADP
fusus-469	96	18	its	its	PRON
fusus-469	96	19	failure	failure	NOUN
fusus-469	96	20	.	.	PUNCT
fusus-469	97	1	figure	figure	NOUN
fusus-469	97	2	7	7	NUM
fusus-469	97	3	illustrates	illustrate	VERB
fusus-469	97	4	the	the	DET
fusus-469	97	5	replacement	replacement	NOUN
fusus-469	97	6	process	process	NOUN
fusus-469	97	7	of	of	ADP
fusus-469	97	8	the	the	DET
fusus-469	97	9	100	100	NUM
fusus-469	97	10	μh	μh	NUM
fusus-469	97	11	inductor	inductor	NOUN
fusus-469	97	12	in	in	ADP
fusus-469	97	13	the	the	DET
fusus-469	97	14	circuit	circuit	NOUN
fusus-469	97	15	to	to	PART
fusus-469	97	16	address	address	VERB
fusus-469	97	17	the	the	DET
fusus-469	97	18	overload	overload	NOUN
fusus-469	97	19	ecq	ecq	PROPN
fusus-469	97	20	.	.	PUNCT
fusus-469	98	1	heng	heng	PROPN
fusus-469	98	2	et	et	PROPN
fusus-469	98	3	al	al	PROPN
fusus-469	98	4	.	.	PROPN
fusus-469	98	5	/future	/future	PROPN
fusus-469	99	1	sustainability	sustainability	PROPN
fusus-469	99	2	november	november	PROPN
fusus-469	99	3	2025|	2025|	NUM
fusus-469	99	4	volume	volume	NOUN
fusus-469	99	5	03	03	NUM
fusus-469	100	1	|	|	ADV
fusus-469	100	2	issue	issue	VERB
fusus-469	100	3	04	04	NUM
fusus-469	101	1	|	|	CCONJ
fusus-469	101	2	pages	page	VERB
fusus-469	101	3	32	32	NUM
fusus-469	101	4	-	-	SYM
fusus-469	101	5	46	46	NUM
fusus-469	101	6	35	35	NUM
fusus-469	101	7	issue	issue	NOUN
fusus-469	101	8	.	.	PUNCT
fusus-469	102	1	after	after	ADP
fusus-469	102	2	replacing	replace	VERB
fusus-469	102	3	it	it	PRON
fusus-469	102	4	with	with	ADP
fusus-469	102	5	a	a	DET
fusus-469	102	6	100μh	100μh	ADJ
fusus-469	102	7	inductor	inductor	NOUN
fusus-469	102	8	rated	rate	VERB
fusus-469	102	9	for	for	ADP
fusus-469	102	10	3a	3a	NUM
fusus-469	102	11	,	,	PUNCT
fusus-469	102	12	the	the	DET
fusus-469	102	13	system	system	NOUN
fusus-469	102	14	functioned	function	VERB
fusus-469	102	15	correctly	correctly	ADV
fusus-469	102	16	again	again	ADV
fusus-469	102	17	.	.	PUNCT
fusus-469	103	1	this	this	DET
fusus-469	103	2	experience	experience	NOUN
fusus-469	103	3	underscores	underscore	VERB
fusus-469	103	4	the	the	DET
fusus-469	103	5	importance	importance	NOUN
fusus-469	103	6	of	of	ADP
fusus-469	103	7	selecting	select	VERB
fusus-469	103	8	components	component	NOUN
fusus-469	103	9	that	that	PRON
fusus-469	103	10	are	be	AUX
fusus-469	103	11	properly	properly	ADV
fusus-469	103	12	rated	rate	VERB
fusus-469	103	13	for	for	ADP
fusus-469	103	14	the	the	DET
fusus-469	103	15	system	system	NOUN
fusus-469	103	16	’s	’s	PART
fusus-469	103	17	current	current	ADJ
fusus-469	103	18	demands	demand	NOUN
fusus-469	103	19	to	to	PART
fusus-469	103	20	ensure	ensure	VERB
fusus-469	103	21	reliable	reliable	ADJ
fusus-469	103	22	performance	performance	NOUN
fusus-469	103	23	and	and	CCONJ
fusus-469	103	24	prevent	prevent	VERB
fusus-469	103	25	damage	damage	NOUN
fusus-469	103	26	.	.	PUNCT
fusus-469	104	1	figure	figure	NOUN
fusus-469	104	2	6	6	NUM
fusus-469	104	3	.	.	PUNCT
fusus-469	104	4	circuit	circuit	NOUN
fusus-469	104	5	board	board	NOUN
fusus-469	104	6	with	with	ADP
fusus-469	104	7	polarized	polarize	VERB
fusus-469	104	8	capacitors	capacitor	NOUN
fusus-469	104	9	(	(	PUNCT
fusus-469	104	10	highlighted	highlight	VERB
fusus-469	104	11	)	)	PUNCT
fusus-469	104	12	that	that	PRON
fusus-469	104	13	require	require	VERB
fusus-469	104	14	careful	careful	ADJ
fusus-469	104	15	orientation	orientation	NOUN
fusus-469	104	16	during	during	ADP
fusus-469	104	17	assembly	assembly	NOUN
fusus-469	104	18	figure	figure	NOUN
fusus-469	104	19	7	7	NUM
fusus-469	104	20	.	.	PUNCT
fusus-469	105	1	replace	replace	VERB
fusus-469	105	2	100μh	100μh	ADJ
fusus-469	105	3	inductor	inductor	NOUN
fusus-469	105	4	rated	rate	VERB
fusus-469	105	5	for	for	ADP
fusus-469	105	6	3a	3a	NUM
fusus-469	105	7	in	in	ADP
fusus-469	105	8	the	the	DET
fusus-469	105	9	buck	buck	NOUN
fusus-469	105	10	converter	converter	NOUN
fusus-469	105	11	circuit	circuit	NOUN
fusus-469	105	12	2.4	2.4	NUM
fusus-469	105	13	air	air	NOUN
fusus-469	105	14	sampling	sampling	NOUN
fusus-469	105	15	process	process	NOUN
fusus-469	105	16	flue	flue	NOUN
fusus-469	105	17	gas	gas	NOUN
fusus-469	105	18	samples	sample	NOUN
fusus-469	105	19	were	be	AUX
fusus-469	105	20	collected	collect	VERB
fusus-469	105	21	using	use	VERB
fusus-469	105	22	a	a	DET
fusus-469	105	23	redesigned	redesign	VERB
fusus-469	105	24	metal	metal	NOUN
fusus-469	105	25	oxide	oxide	NOUN
fusus-469	105	26	semiconductor	semiconductor	NOUN
fusus-469	105	27	(	(	PUNCT
fusus-469	105	28	mos	mos	NOUN
fusus-469	105	29	)	)	PUNCT
fusus-469	105	30	gas	gas	NOUN
fusus-469	105	31	sensor	sensor	NOUN
fusus-469	105	32	,	,	PUNCT
fusus-469	105	33	a	a	DET
fusus-469	105	34	5v	5v	NOUN
fusus-469	105	35	motor	motor	NOUN
fusus-469	105	36	pump	pump	NOUN
fusus-469	105	37	,	,	PUNCT
fusus-469	105	38	and	and	CCONJ
fusus-469	105	39	tedlar	tedlar	ADJ
fusus-469	105	40	bags	bag	NOUN
fusus-469	105	41	.	.	PUNCT
fusus-469	106	1	figure	figure	NOUN
fusus-469	106	2	8	8	NUM
fusus-469	106	3	illustrates	illustrate	VERB
fusus-469	106	4	the	the	DET
fusus-469	106	5	collection	collection	NOUN
fusus-469	106	6	of	of	ADP
fusus-469	106	7	75	75	NUM
fusus-469	106	8	samples	sample	NOUN
fusus-469	106	9	distributed	distribute	VERB
fusus-469	106	10	across	across	ADP
fusus-469	106	11	three	three	NUM
fusus-469	106	12	air	air	NOUN
fusus-469	106	13	quality	quality	NOUN
fusus-469	106	14	categories	category	NOUN
fusus-469	106	15	:	:	PUNCT
fusus-469	106	16	good	good	ADJ
fusus-469	106	17	,	,	PUNCT
fusus-469	106	18	moderate	moderate	ADJ
fusus-469	106	19	,	,	PUNCT
fusus-469	106	20	and	and	CCONJ
fusus-469	106	21	poor	poor	ADJ
fusus-469	106	22	.	.	PUNCT
fusus-469	107	1	the	the	DET
fusus-469	107	2	samples	sample	NOUN
fusus-469	107	3	were	be	AUX
fusus-469	107	4	sourced	source	VERB
fusus-469	107	5	from	from	ADP
fusus-469	107	6	clean	clean	ADJ
fusus-469	107	7	forested	forest	VERB
fusus-469	107	8	areas	area	NOUN
fusus-469	107	9	,	,	PUNCT
fusus-469	107	10	vehicle	vehicle	NOUN
fusus-469	107	11	exhaust	exhaust	NOUN
fusus-469	107	12	points	point	NOUN
fusus-469	107	13	,	,	PUNCT
fusus-469	107	14	and	and	CCONJ
fusus-469	107	15	gardens	garden	NOUN
fusus-469	107	16	with	with	ADP
fusus-469	107	17	vehicle	vehicle	NOUN
fusus-469	107	18	presence	presence	NOUN
fusus-469	107	19	.	.	PUNCT
fusus-469	108	1	the	the	DET
fusus-469	108	2	motor	motor	NOUN
fusus-469	108	3	pump	pump	NOUN
fusus-469	108	4	ensured	ensure	VERB
fusus-469	108	5	consistent	consistent	ADJ
fusus-469	108	6	sampling	sampling	NOUN
fusus-469	108	7	,	,	PUNCT
fusus-469	108	8	while	while	SCONJ
fusus-469	108	9	the	the	DET
fusus-469	108	10	tedlar	tedlar	ADJ
fusus-469	108	11	bags	bag	NOUN
fusus-469	108	12	helped	help	VERB
fusus-469	108	13	maintain	maintain	VERB
fusus-469	108	14	gas	gas	NOUN
fusus-469	108	15	purity	purity	NOUN
fusus-469	108	16	.	.	PUNCT
fusus-469	109	1	table	table	NOUN
fusus-469	109	2	1	1	NUM
fusus-469	109	3	summarises	summarise	VERB
fusus-469	109	4	the	the	DET
fusus-469	109	5	distribution	distribution	NOUN
fusus-469	109	6	of	of	ADP
fusus-469	109	7	air	air	NOUN
fusus-469	109	8	samples	sample	NOUN
fusus-469	109	9	collected	collect	VERB
fusus-469	109	10	across	across	ADP
fusus-469	109	11	three	three	NUM
fusus-469	109	12	air	air	NOUN
fusus-469	109	13	quality	quality	NOUN
fusus-469	109	14	categories	category	NOUN
fusus-469	109	15	:	:	PUNCT
fusus-469	109	16	bad	bad	ADJ
fusus-469	109	17	,	,	PUNCT
fusus-469	109	18	moderate	moderate	ADJ
fusus-469	109	19	,	,	PUNCT
fusus-469	109	20	and	and	CCONJ
fusus-469	109	21	good	good	ADJ
fusus-469	109	22	,	,	PUNCT
fusus-469	109	23	with	with	ADP
fusus-469	109	24	25	25	NUM
fusus-469	109	25	samples	sample	NOUN
fusus-469	109	26	gathered	gather	VERB
fusus-469	109	27	for	for	ADP
fusus-469	109	28	each	each	DET
fusus-469	109	29	category	category	NOUN
fusus-469	109	30	,	,	PUNCT
fusus-469	109	31	totalling	total	VERB
fusus-469	109	32	75	75	NUM
fusus-469	109	33	samples	sample	NOUN
fusus-469	109	34	.	.	PUNCT
fusus-469	110	1	for	for	ADP
fusus-469	110	2	the	the	DET
fusus-469	110	3	bad	bad	ADJ
fusus-469	110	4	air	air	NOUN
fusus-469	110	5	quality	quality	NOUN
fusus-469	110	6	category	category	NOUN
fusus-469	110	7	,	,	PUNCT
fusus-469	110	8	samples	sample	NOUN
fusus-469	110	9	were	be	AUX
fusus-469	110	10	directly	directly	ADV
fusus-469	110	11	collected	collect	VERB
fusus-469	110	12	from	from	ADP
fusus-469	110	13	the	the	DET
fusus-469	110	14	exhausts	exhaust	NOUN
fusus-469	110	15	of	of	ADP
fusus-469	110	16	four	four	NUM
fusus-469	110	17	different	different	ADJ
fusus-469	110	18	vehicles	vehicle	NOUN
fusus-469	110	19	:	:	PUNCT
fusus-469	110	20	alza	alza	PROPN
fusus-469	110	21	,	,	PUNCT
fusus-469	110	22	bezza	bezza	NOUN
fusus-469	110	23	,	,	PUNCT
fusus-469	110	24	van	van	PROPN
fusus-469	110	25	,	,	PUNCT
fusus-469	110	26	and	and	CCONJ
fusus-469	110	27	myvi	myvi	NOUN
fusus-469	110	28	,	,	PUNCT
fusus-469	110	29	to	to	PART
fusus-469	110	30	represent	represent	VERB
fusus-469	110	31	highly	highly	ADV
fusus-469	110	32	polluted	polluted	ADJ
fusus-469	110	33	environments	environment	NOUN
fusus-469	110	34	.	.	PUNCT
fusus-469	111	1	the	the	DET
fusus-469	111	2	moderate	moderate	ADJ
fusus-469	111	3	category	category	NOUN
fusus-469	111	4	involved	involve	VERB
fusus-469	111	5	sampling	sample	VERB
fusus-469	111	6	air	air	NOUN
fusus-469	111	7	from	from	ADP
fusus-469	111	8	four	four	NUM
fusus-469	111	9	separate	separate	ADJ
fusus-469	111	10	areas	area	NOUN
fusus-469	111	11	within	within	ADP
fusus-469	111	12	the	the	DET
fusus-469	111	13	malaysia	malaysia	PROPN
fusus-469	111	14	-	-	PUNCT
fusus-469	111	15	china	china	PROPN
fusus-469	111	16	friendship	friendship	PROPN
fusus-469	111	17	park	park	NOUN
fusus-469	111	18	,	,	PUNCT
fusus-469	111	19	a	a	DET
fusus-469	111	20	location	location	NOUN
fusus-469	111	21	with	with	ADP
fusus-469	111	22	a	a	DET
fusus-469	111	23	mix	mix	NOUN
fusus-469	111	24	of	of	ADP
fusus-469	111	25	natural	natural	ADJ
fusus-469	111	26	and	and	CCONJ
fusus-469	111	27	urban	urban	ADJ
fusus-469	111	28	influences	influence	NOUN
fusus-469	111	29	.	.	PUNCT
fusus-469	112	1	for	for	ADP
fusus-469	112	2	the	the	DET
fusus-469	112	3	good	good	ADJ
fusus-469	112	4	category	category	NOUN
fusus-469	112	5	,	,	PUNCT
fusus-469	112	6	air	air	NOUN
fusus-469	112	7	was	be	AUX
fusus-469	112	8	sampled	sample	VERB
fusus-469	112	9	from	from	ADP
fusus-469	112	10	four	four	NUM
fusus-469	112	11	locations	location	NOUN
fusus-469	112	12	along	along	ADP
fusus-469	112	13	the	the	DET
fusus-469	112	14	7th	7th	ADJ
fusus-469	112	15	mile	mile	NOUN
fusus-469	112	16	haji	haji	PROPN
fusus-469	112	17	baki	baki	PROPN
fusus-469	112	18	bamboo	bamboo	NOUN
fusus-469	112	19	trail	trail	NOUN
fusus-469	112	20	,	,	PUNCT
fusus-469	112	21	a	a	DET
fusus-469	112	22	clean	clean	ADJ
fusus-469	112	23	forested	forest	VERB
fusus-469	112	24	area	area	NOUN
fusus-469	112	25	with	with	ADP
fusus-469	112	26	minimal	minimal	ADJ
fusus-469	112	27	pollution	pollution	NOUN
fusus-469	112	28	.	.	PUNCT
fusus-469	113	1	all	all	DET
fusus-469	113	2	samples	sample	NOUN
fusus-469	113	3	were	be	AUX
fusus-469	113	4	properly	properly	ADV
fusus-469	113	5	labeled	label	VERB
fusus-469	113	6	and	and	CCONJ
fusus-469	113	7	stored	store	VERB
fusus-469	113	8	for	for	ADP
fusus-469	113	9	no	no	DET
fusus-469	113	10	more	more	ADJ
fusus-469	113	11	than	than	ADP
fusus-469	113	12	24	24	NUM
fusus-469	113	13	hours	hour	NOUN
fusus-469	113	14	to	to	PART
fusus-469	113	15	maintain	maintain	VERB
fusus-469	113	16	their	their	PRON
fusus-469	113	17	integrity	integrity	NOUN
fusus-469	113	18	before	before	ADP
fusus-469	113	19	analysis	analysis	NOUN
fusus-469	113	20	.	.	PUNCT
fusus-469	114	1	figure	figure	NOUN
fusus-469	114	2	8	8	NUM
fusus-469	114	3	.	.	PUNCT
fusus-469	115	1	sample	sample	NOUN
fusus-469	115	2	collection	collection	NOUN
fusus-469	115	3	using	use	VERB
fusus-469	115	4	tedlar	tedlar	ADJ
fusus-469	115	5	bags	bag	NOUN
fusus-469	115	6	with	with	ADP
fusus-469	115	7	a	a	DET
fusus-469	115	8	total	total	NOUN
fusus-469	115	9	of	of	ADP
fusus-469	115	10	75	75	NUM
fusus-469	115	11	air	air	NOUN
fusus-469	115	12	samples	sample	NOUN
fusus-469	115	13	table	table	NOUN
fusus-469	115	14	1	1	NUM
fusus-469	115	15	.	.	PUNCT
fusus-469	115	16	air	air	NOUN
fusus-469	115	17	sampling	sample	VERB
fusus-469	115	18	locations	location	NOUN
fusus-469	115	19	and	and	CCONJ
fusus-469	115	20	sample	sample	NOUN
fusus-469	115	21	distribution	distribution	NOUN
fusus-469	115	22	table	table	NOUN
fusus-469	115	23	2	2	NUM
fusus-469	115	24	outlines	outline	VERB
fusus-469	115	25	the	the	DET
fusus-469	115	26	timeline	timeline	NOUN
fusus-469	115	27	and	and	CCONJ
fusus-469	115	28	actions	action	NOUN
fusus-469	115	29	involved	involve	VERB
fusus-469	115	30	in	in	ADP
fusus-469	115	31	the	the	DET
fusus-469	115	32	sampling	sample	VERB
fusus-469	115	33	procedure	procedure	NOUN
fusus-469	115	34	for	for	ADP
fusus-469	115	35	data	data	NOUN
fusus-469	115	36	collection	collection	NOUN
fusus-469	115	37	.	.	PUNCT
fusus-469	116	1	before	before	ADP
fusus-469	116	2	collecting	collect	VERB
fusus-469	116	3	air	air	NOUN
fusus-469	116	4	samples	sample	NOUN
fusus-469	116	5	,	,	PUNCT
fusus-469	116	6	the	the	DET
fusus-469	116	7	gas	gas	NOUN
fusus-469	116	8	sensors	sensor	NOUN
fusus-469	116	9	are	be	AUX
fusus-469	116	10	allowed	allow	VERB
fusus-469	116	11	a	a	DET
fusus-469	116	12	30	30	NUM
fusus-469	116	13	-	-	PUNCT
fusus-469	116	14	minute	minute	NOUN
fusus-469	116	15	warm	warm	ADJ
fusus-469	116	16	-	-	PUNCT
fusus-469	116	17	up	up	NOUN
fusus-469	116	18	period	period	NOUN
fusus-469	116	19	to	to	PART
fusus-469	116	20	stabilize	stabilize	VERB
fusus-469	116	21	.	.	PUNCT
fusus-469	117	1	during	during	ADP
fusus-469	117	2	this	this	DET
fusus-469	117	3	time	time	NOUN
fusus-469	117	4	,	,	PUNCT
fusus-469	117	5	the	the	DET
fusus-469	117	6	heater	heater	NOUN
fusus-469	117	7	voltage	voltage	NOUN
fusus-469	117	8	is	be	AUX
fusus-469	117	9	set	set	VERB
fusus-469	117	10	to	to	ADP
fusus-469	117	11	4.0v	4.0v	NUM
fusus-469	117	12	,	,	PUNCT
fusus-469	117	13	and	and	CCONJ
fusus-469	117	14	the	the	DET
fusus-469	117	15	system	system	NOUN
fusus-469	117	16	is	be	AUX
fusus-469	117	17	calibrated	calibrate	VERB
fusus-469	117	18	to	to	PART
fusus-469	117	19	ensure	ensure	VERB
fusus-469	117	20	accurate	accurate	ADJ
fusus-469	117	21	readings	reading	NOUN
fusus-469	117	22	.	.	PUNCT
fusus-469	118	1	this	this	DET
fusus-469	118	2	process	process	NOUN
fusus-469	118	3	is	be	AUX
fusus-469	118	4	both	both	ADV
fusus-469	118	5	safe	safe	ADJ
fusus-469	118	6	and	and	CCONJ
fusus-469	118	7	non	non	ADJ
fusus-469	118	8	-	-	ADJ
fusus-469	118	9	invasive	invasive	ADJ
fusus-469	118	10	,	,	PUNCT
fusus-469	118	11	while	while	SCONJ
fusus-469	118	12	the	the	DET
fusus-469	118	13	temperature	temperature	NOUN
fusus-469	118	14	control	control	NOUN
fusus-469	118	15	further	far	ADV
fusus-469	118	16	enhances	enhance	VERB
fusus-469	118	17	sensor	sensor	NOUN
fusus-469	118	18	sensitivity	sensitivity	NOUN
fusus-469	118	19	.	.	PUNCT
fusus-469	119	1	the	the	DET
fusus-469	119	2	sensors	sensor	NOUN
fusus-469	119	3	operate	operate	VERB
fusus-469	119	4	with	with	ADP
fusus-469	119	5	a	a	DET
fusus-469	119	6	built	build	VERB
fusus-469	119	7	-	-	PUNCT
fusus-469	119	8	in	in	ADP
fusus-469	119	9	heater	heater	NOUN
fusus-469	119	10	powered	power	VERB
fusus-469	119	11	by	by	ADP
fusus-469	119	12	a	a	DET
fusus-469	119	13	5v	5v	NOUN
fusus-469	119	14	supply	supply	NOUN
fusus-469	119	15	,	,	PUNCT
fusus-469	119	16	starting	start	VERB
fusus-469	119	17	at	at	ADP
fusus-469	119	18	4.0v	4.0v	NUM
fusus-469	119	19	and	and	CCONJ
fusus-469	119	20	increasing	increase	VERB
fusus-469	119	21	by	by	ADP
fusus-469	119	22	0.1v	0.1v	NOUN
fusus-469	119	23	every	every	DET
fusus-469	119	24	10	10	NUM
fusus-469	119	25	seconds	second	NOUN
fusus-469	119	26	until	until	ADP
fusus-469	119	27	reaching	reach	VERB
fusus-469	119	28	5.0v	5.0v	NUM
fusus-469	119	29	at	at	ADP
fusus-469	119	30	120	120	NUM
fusus-469	119	31	seconds	second	NOUN
fusus-469	119	32	.	.	PUNCT
fusus-469	120	1	after	after	ADP
fusus-469	120	2	that	that	PRON
fusus-469	120	3	,	,	PUNCT
fusus-469	120	4	the	the	DET
fusus-469	120	5	voltage	voltage	NOUN
fusus-469	120	6	drops	drop	VERB
fusus-469	120	7	back	back	ADV
fusus-469	120	8	to	to	ADP
fusus-469	120	9	4.0v	4.0v	NUM
fusus-469	120	10	,	,	PUNCT
fusus-469	120	11	which	which	PRON
fusus-469	120	12	helps	help	VERB
fusus-469	120	13	the	the	DET
fusus-469	120	14	sensors	sensor	NOUN
fusus-469	120	15	respond	respond	VERB
fusus-469	120	16	accurately	accurately	ADV
fusus-469	120	17	to	to	ADP
fusus-469	120	18	the	the	DET
fusus-469	120	19	air	air	NOUN
fusus-469	120	20	samples	sample	NOUN
fusus-469	120	21	.	.	PUNCT
fusus-469	121	1	the	the	DET
fusus-469	121	2	updated	update	VERB
fusus-469	121	3	sampling	sample	VERB
fusus-469	121	4	procedure	procedure	NOUN
fusus-469	121	5	has	have	AUX
fusus-469	121	6	streamlined	streamline	VERB
fusus-469	121	7	the	the	DET
fusus-469	121	8	process	process	NOUN
fusus-469	121	9	,	,	PUNCT
fusus-469	121	10	reducing	reduce	VERB
fusus-469	121	11	the	the	DET
fusus-469	121	12	total	total	ADJ
fusus-469	121	13	sample	sample	NOUN
fusus-469	121	14	time	time	NOUN
fusus-469	121	15	from	from	ADP
fusus-469	121	16	390	390	NUM
fusus-469	121	17	seconds	second	NOUN
fusus-469	121	18	to	to	ADP
fusus-469	121	19	130	130	NUM
fusus-469	121	20	seconds	second	NOUN
fusus-469	121	21	through	through	ADP
fusus-469	121	22	fully	fully	ADV
fusus-469	121	23	automated	automate	VERB
fusus-469	121	24	voltage	voltage	NOUN
fusus-469	121	25	adjustments	adjustment	NOUN
fusus-469	121	26	.	.	PUNCT
fusus-469	122	1	this	this	DET
fusus-469	122	2	improvement	improvement	NOUN
fusus-469	122	3	enhances	enhance	VERB
fusus-469	122	4	efficiency	efficiency	NOUN
fusus-469	122	5	,	,	PUNCT
fusus-469	122	6	allowing	allow	VERB
fusus-469	122	7	for	for	SCONJ
fusus-469	122	8	more	more	ADJ
fusus-469	122	9	samples	sample	NOUN
fusus-469	122	10	to	to	PART
fusus-469	122	11	be	be	AUX
fusus-469	122	12	collected	collect	VERB
fusus-469	122	13	in	in	ADP
fusus-469	122	14	less	less	ADJ
fusus-469	122	15	time	time	NOUN
fusus-469	122	16	.	.	PUNCT
fusus-469	123	1	the	the	DET
fusus-469	123	2	10	10	NUM
fusus-469	123	3	-	-	PUNCT
fusus-469	123	4	step	step	NOUN
fusus-469	123	5	voltage	voltage	NOUN
fusus-469	123	6	change	change	NOUN
fusus-469	123	7	creates	create	VERB
fusus-469	123	8	multiple	multiple	ADJ
fusus-469	123	9	data	datum	NOUN
fusus-469	123	10	points	point	NOUN
fusus-469	123	11	,	,	PUNCT
fusus-469	123	12	air	air	NOUN
fusus-469	123	13	quality	quality	NOUN
fusus-469	123	14	category	category	NOUN
fusus-469	123	15	sampling	sample	VERB
fusus-469	123	16	location	location	NOUN
fusus-469	123	17	number	number	NOUN
fusus-469	123	18	of	of	ADP
fusus-469	123	19	samples	sample	NOUN
fusus-469	123	20	store	store	NOUN
fusus-469	123	21	time	time	NOUN
fusus-469	123	22	bad	bad	ADJ
fusus-469	123	23	directly	directly	ADV
fusus-469	123	24	collect	collect	VERB
fusus-469	123	25	air	air	NOUN
fusus-469	123	26	from	from	ADP
fusus-469	123	27	4	4	NUM
fusus-469	123	28	different	different	ADJ
fusus-469	123	29	car	car	NOUN
fusus-469	123	30	exhausts	exhaust	NOUN
fusus-469	123	31	(	(	PUNCT
fusus-469	123	32	alza	alza	PROPN
fusus-469	123	33	,	,	PUNCT
fusus-469	123	34	bezza	bezza	NOUN
fusus-469	123	35	,	,	PUNCT
fusus-469	123	36	van	van	PROPN
fusus-469	123	37	,	,	PUNCT
fusus-469	123	38	and	and	CCONJ
fusus-469	123	39	myvi	myvi	NOUN
fusus-469	123	40	)	)	PUNCT
fusus-469	123	41	.	.	PUNCT
fusus-469	124	1	25	25	NUM
fusus-469	125	1	not	not	PART
fusus-469	125	2	over	over	ADP
fusus-469	125	3	24	24	NUM
fusus-469	125	4	hours	hour	NOUN
fusus-469	125	5	good	good	ADJ
fusus-469	125	6	7th	7th	ADJ
fusus-469	125	7	mile	mile	NOUN
fusus-469	125	8	haji	haji	PROPN
fusus-469	125	9	baki	baki	PROPN
fusus-469	125	10	bamboo	bamboo	NOUN
fusus-469	125	11	trail	trail	NOUN
fusus-469	125	12	(	(	PUNCT
fusus-469	125	13	jungle	jungle	NOUN
fusus-469	125	14	)	)	PUNCT
fusus-469	125	15	,	,	PUNCT
fusus-469	125	16	from	from	ADP
fusus-469	125	17	4	4	NUM
fusus-469	125	18	areas	area	NOUN
fusus-469	125	19	.	.	PUNCT
fusus-469	126	1	25	25	NUM
fusus-469	126	2	moderate	moderate	ADJ
fusus-469	126	3	malaysia	malaysia	PROPN
fusus-469	126	4	china	china	PROPN
fusus-469	126	5	friendship	friendship	PROPN
fusus-469	126	6	park	park	PROPN
fusus-469	126	7	,	,	PUNCT
fusus-469	126	8	from	from	ADP
fusus-469	126	9	4	4	NUM
fusus-469	126	10	areas	area	NOUN
fusus-469	126	11	.	.	PUNCT
fusus-469	127	1	25	25	NUM
fusus-469	127	2	ecq	ecq	NOUN
fusus-469	127	3	.	.	PUNCT
fusus-469	128	1	heng	heng	PROPN
fusus-469	128	2	et	et	PROPN
fusus-469	128	3	al	al	PROPN
fusus-469	128	4	.	.	PROPN
fusus-469	128	5	/future	/future	PROPN
fusus-469	129	1	sustainability	sustainability	PROPN
fusus-469	129	2	november	november	PROPN
fusus-469	129	3	2025|	2025|	NUM
fusus-469	129	4	volume	volume	NOUN
fusus-469	129	5	03	03	NUM
fusus-469	130	1	|	|	ADV
fusus-469	130	2	issue	issue	VERB
fusus-469	130	3	04	04	NUM
fusus-469	131	1	|	|	CCONJ
fusus-469	131	2	pages	page	VERB
fusus-469	131	3	32	32	NUM
fusus-469	131	4	-	-	SYM
fusus-469	131	5	46	46	NUM
fusus-469	131	6	36	36	NUM
fusus-469	131	7	providing	provide	VERB
fusus-469	131	8	richer	rich	ADJ
fusus-469	131	9	and	and	CCONJ
fusus-469	131	10	more	more	ADV
fusus-469	131	11	detailed	detailed	ADJ
fusus-469	131	12	information	information	NOUN
fusus-469	131	13	,	,	PUNCT
fusus-469	131	14	which	which	PRON
fusus-469	131	15	also	also	ADV
fusus-469	131	16	improves	improve	VERB
fusus-469	131	17	sensor	sensor	NOUN
fusus-469	131	18	sensitivity	sensitivity	NOUN
fusus-469	131	19	for	for	ADP
fusus-469	131	20	more	more	ADV
fusus-469	131	21	accurate	accurate	ADJ
fusus-469	131	22	detection	detection	NOUN
fusus-469	131	23	of	of	ADP
fusus-469	131	24	pollutant	pollutant	ADJ
fusus-469	131	25	levels	level	NOUN
fusus-469	131	26	.	.	PUNCT
fusus-469	132	1	table	table	NOUN
fusus-469	132	2	2	2	NUM
fusus-469	132	3	.	.	NOUN
fusus-469	132	4	sampling	sample	VERB
fusus-469	132	5	procedure	procedure	NOUN
fusus-469	132	6	timeline	timeline	NOUN
fusus-469	132	7	and	and	CCONJ
fusus-469	132	8	actions	action	NOUN
fusus-469	132	9	for	for	ADP
fusus-469	132	10	data	data	NOUN
fusus-469	132	11	collection	collection	NOUN
fusus-469	132	12	time	time	NOUN
fusus-469	132	13	actions	action	NOUN
fusus-469	132	14	connecting	connect	VERB
fusus-469	132	15	sample	sample	NOUN
fusus-469	132	16	connect	connect	VERB
fusus-469	132	17	the	the	DET
fusus-469	132	18	tube	tube	NOUN
fusus-469	132	19	from	from	ADP
fusus-469	132	20	the	the	DET
fusus-469	132	21	tedlar	tedlar	ADJ
fusus-469	132	22	bag	bag	NOUN
fusus-469	132	23	to	to	ADP
fusus-469	132	24	the	the	DET
fusus-469	132	25	chamber	chamber	NOUN
fusus-469	132	26	.	.	PUNCT
fusus-469	133	1	open	open	VERB
fusus-469	133	2	the	the	DET
fusus-469	133	3	valve	valve	NOUN
fusus-469	133	4	from	from	ADP
fusus-469	133	5	the	the	DET
fusus-469	133	6	tedlar	tedlar	ADJ
fusus-469	133	7	bag	bag	NOUN
fusus-469	133	8	first	first	ADV
fusus-469	133	9	,	,	PUNCT
fusus-469	133	10	not	not	PART
fusus-469	133	11	the	the	DET
fusus-469	133	12	valve	valve	NOUN
fusus-469	133	13	from	from	ADP
fusus-469	133	14	the	the	DET
fusus-469	133	15	chamber	chamber	NOUN
fusus-469	133	16	.	.	PUNCT
fusus-469	134	1	pre	pre	VERB
fusus-469	134	2	-	-	VERB
fusus-469	134	3	sampling	sample	VERB
fusus-469	134	4	the	the	DET
fusus-469	134	5	heater	heater	NOUN
fusus-469	134	6	automatically	automatically	ADV
fusus-469	134	7	sets	set	VERB
fusus-469	134	8	to	to	ADP
fusus-469	134	9	4.0v	4.0v	NUM
fusus-469	134	10	.	.	PUNCT
fusus-469	135	1	switch	switch	VERB
fusus-469	135	2	the	the	DET
fusus-469	135	3	calibration	calibration	NOUN
fusus-469	135	4	button	button	NOUN
fusus-469	135	5	to	to	PART
fusus-469	135	6	"	"	PUNCT
fusus-469	135	7	open	open	VERB
fusus-469	135	8	.	.	PUNCT
fusus-469	135	9	"	"	PUNCT
fusus-469	136	1	the	the	DET
fusus-469	136	2	system	system	NOUN
fusus-469	136	3	adjusts	adjust	VERB
fusus-469	136	4	the	the	DET
fusus-469	136	5	sensors	sensor	NOUN
fusus-469	136	6	until	until	SCONJ
fusus-469	136	7	their	their	PRON
fusus-469	136	8	output	output	NOUN
fusus-469	136	9	stabilizes	stabilize	VERB
fusus-469	136	10	at	at	ADP
fusus-469	136	11	1.00	1.00	NUM
fusus-469	136	12	±	±	NUM
fusus-469	136	13	0.02v	0.02v	NOUN
fusus-469	136	14	.	.	PUNCT
fusus-469	137	1	once	once	ADV
fusus-469	137	2	stable	stable	ADJ
fusus-469	137	3	,	,	PUNCT
fusus-469	137	4	switch	switch	VERB
fusus-469	137	5	the	the	DET
fusus-469	137	6	calibration	calibration	NOUN
fusus-469	137	7	button	button	NOUN
fusus-469	137	8	"	"	PUNCT
fusus-469	137	9	off	off	ADV
fusus-469	137	10	.	.	PUNCT
fusus-469	137	11	"	"	PUNCT
fusus-469	138	1	0	0	NUM
fusus-469	138	2	–	–	PUNCT
fusus-469	138	3	10s	10	NOUN
fusus-469	138	4	ensure	ensure	VERB
fusus-469	138	5	the	the	DET
fusus-469	138	6	output	output	NOUN
fusus-469	138	7	voltage	voltage	NOUN
fusus-469	138	8	of	of	ADP
fusus-469	138	9	the	the	DET
fusus-469	138	10	sensors	sensor	NOUN
fusus-469	138	11	is	be	AUX
fusus-469	138	12	at	at	ADP
fusus-469	138	13	a	a	DET
fusus-469	138	14	steady	steady	ADJ
fusus-469	138	15	state	state	NOUN
fusus-469	138	16	at	at	ADP
fusus-469	138	17	the	the	DET
fusus-469	138	18	baseline	baseline	NOUN
fusus-469	138	19	value	value	NOUN
fusus-469	138	20	,	,	PUNCT
fusus-469	138	21	which	which	PRON
fusus-469	138	22	is	be	AUX
fusus-469	138	23	around	around	ADP
fusus-469	138	24	1.00	1.00	NUM
fusus-469	138	25	±	±	NUM
fusus-469	138	26	0.05v	0.05v	NOUN
fusus-469	138	27	,	,	PUNCT
fusus-469	138	28	for	for	ADP
fusus-469	138	29	10s	10	NOUN
fusus-469	138	30	.	.	NOUN
fusus-469	138	31	11s	11	NOUN
fusus-469	138	32	–	–	PUNCT
fusus-469	138	33	20s	20	NOUN
fusus-469	138	34	start	start	VERB
fusus-469	138	35	from	from	ADP
fusus-469	138	36	11s	11	NOUN
fusus-469	138	37	,	,	PUNCT
fusus-469	138	38	open	open	VERB
fusus-469	138	39	the	the	DET
fusus-469	138	40	chamber	chamber	NOUN
fusus-469	138	41	valve	valve	NOUN
fusus-469	138	42	and	and	CCONJ
fusus-469	138	43	gently	gently	ADV
fusus-469	138	44	press	press	VERB
fusus-469	138	45	the	the	DET
fusus-469	138	46	tedlar	tedlar	ADJ
fusus-469	138	47	bag	bag	NOUN
fusus-469	138	48	to	to	PART
fusus-469	138	49	let	let	VERB
fusus-469	138	50	air	air	NOUN
fusus-469	138	51	into	into	ADP
fusus-469	138	52	the	the	DET
fusus-469	138	53	chamber	chamber	NOUN
fusus-469	138	54	for	for	ADP
fusus-469	138	55	10	10	NUM
fusus-469	138	56	seconds	second	NOUN
fusus-469	138	57	.	.	PUNCT
fusus-469	139	1	close	close	VERB
fusus-469	139	2	the	the	DET
fusus-469	139	3	chamber	chamber	NOUN
fusus-469	139	4	valve	valve	NOUN
fusus-469	139	5	after	after	ADP
fusus-469	139	6	10	10	NUM
fusus-469	139	7	seconds	second	NOUN
fusus-469	139	8	.	.	PUNCT
fusus-469	140	1	21s	21	NOUN
fusus-469	140	2	–	–	PUNCT
fusus-469	140	3	120s	120s	NUM
fusus-469	140	4	the	the	DET
fusus-469	140	5	heater	heater	NOUN
fusus-469	140	6	voltage	voltage	NOUN
fusus-469	140	7	automatically	automatically	ADV
fusus-469	140	8	steps	step	VERB
fusus-469	140	9	up	up	ADP
fusus-469	140	10	to	to	ADP
fusus-469	140	11	4.1v	4.1v	NOUN
fusus-469	140	12	at	at	ADP
fusus-469	140	13	21	21	NUM
fusus-469	140	14	seconds	second	NOUN
fusus-469	140	15	,	,	PUNCT
fusus-469	140	16	increasing	increase	VERB
fusus-469	140	17	by	by	ADP
fusus-469	140	18	0.1v	0.1v	NOUN
fusus-469	140	19	every	every	DET
fusus-469	140	20	10	10	NUM
fusus-469	140	21	seconds	second	NOUN
fusus-469	140	22	until	until	ADP
fusus-469	140	23	reaching	reach	VERB
fusus-469	140	24	5.0v	5.0v	NUM
fusus-469	140	25	at	at	ADP
fusus-469	140	26	120	120	NUM
fusus-469	140	27	seconds	second	NOUN
fusus-469	140	28	.	.	PUNCT
fusus-469	141	1	121s	121s	NUM
fusus-469	141	2	–	–	PUNCT
fusus-469	141	3	130s	130s	NUM
fusus-469	141	4	at	at	ADP
fusus-469	141	5	121	121	NUM
fusus-469	141	6	seconds	second	NOUN
fusus-469	141	7	,	,	PUNCT
fusus-469	141	8	the	the	DET
fusus-469	141	9	heater	heater	NOUN
fusus-469	141	10	voltage	voltage	NOUN
fusus-469	141	11	automatically	automatically	ADV
fusus-469	141	12	steps	step	VERB
fusus-469	141	13	back	back	ADV
fusus-469	141	14	down	down	ADV
fusus-469	141	15	to	to	ADP
fusus-469	141	16	4.0v	4.0v	NUM
fusus-469	141	17	.	.	PUNCT
fusus-469	142	1	post	post	NOUN
fusus-469	142	2	–	–	PUNCT
fusus-469	142	3	sampling	sample	VERB
fusus-469	142	4	start	start	NOUN
fusus-469	142	5	the	the	DET
fusus-469	142	6	purging	purging	NOUN
fusus-469	142	7	process	process	NOUN
fusus-469	142	8	to	to	PART
fusus-469	142	9	clear	clear	VERB
fusus-469	142	10	the	the	DET
fusus-469	142	11	chamber	chamber	NOUN
fusus-469	142	12	.	.	PUNCT
fusus-469	143	1	turn	turn	VERB
fusus-469	143	2	on	on	ADP
fusus-469	143	3	the	the	DET
fusus-469	143	4	vacuum	vacuum	NOUN
fusus-469	143	5	valves	valve	NOUN
fusus-469	143	6	and	and	CCONJ
fusus-469	143	7	air	air	NOUN
fusus-469	143	8	pump	pump	NOUN
fusus-469	143	9	until	until	SCONJ
fusus-469	143	10	the	the	DET
fusus-469	143	11	sensor	sensor	NOUN
fusus-469	143	12	output	output	NOUN
fusus-469	143	13	stabilizes	stabilize	VERB
fusus-469	143	14	at	at	ADP
fusus-469	143	15	1.00	1.00	NUM
fusus-469	143	16	±	±	NUM
fusus-469	143	17	0.05v	0.05v	NOUN
fusus-469	143	18	.	.	PUNCT
fusus-469	144	1	perform	perform	VERB
fusus-469	144	2	a	a	DET
fusus-469	144	3	final	final	ADJ
fusus-469	144	4	check	check	NOUN
fusus-469	144	5	to	to	PART
fusus-469	144	6	ensure	ensure	VERB
fusus-469	144	7	a	a	DET
fusus-469	144	8	steady	steady	ADJ
fusus-469	144	9	reading	reading	NOUN
fusus-469	144	10	around	around	ADP
fusus-469	144	11	1.00	1.00	NUM
fusus-469	144	12	±	±	NUM
fusus-469	144	13	0.02v	0.02v	NOUN
fusus-469	144	14	and	and	CCONJ
fusus-469	144	15	get	get	VERB
fusus-469	144	16	ready	ready	ADJ
fusus-469	144	17	for	for	ADP
fusus-469	144	18	the	the	DET
fusus-469	144	19	next	next	ADJ
fusus-469	144	20	sample	sample	NOUN
fusus-469	144	21	.	.	PUNCT
fusus-469	145	1	2.5	2.5	NUM
fusus-469	145	2	data	datum	NOUN
fusus-469	145	3	collection	collection	NOUN
fusus-469	145	4	the	the	DET
fusus-469	145	5	data	data	NOUN
fusus-469	145	6	collection	collection	NOUN
fusus-469	145	7	process	process	NOUN
fusus-469	145	8	involves	involve	VERB
fusus-469	145	9	acquiring	acquire	VERB
fusus-469	145	10	raw	raw	ADJ
fusus-469	145	11	sensor	sensor	NOUN
fusus-469	145	12	data	datum	NOUN
fusus-469	145	13	from	from	ADP
fusus-469	145	14	diverse	diverse	ADJ
fusus-469	145	15	environments	environment	NOUN
fusus-469	145	16	with	with	ADP
fusus-469	145	17	varying	vary	VERB
fusus-469	145	18	air	air	NOUN
fusus-469	145	19	quality	quality	NOUN
fusus-469	145	20	conditions	condition	NOUN
fusus-469	145	21	.	.	PUNCT
fusus-469	146	1	the	the	DET
fusus-469	146	2	dataset	dataset	NOUN
fusus-469	146	3	is	be	AUX
fusus-469	146	4	systematically	systematically	ADV
fusus-469	146	5	divided	divide	VERB
fusus-469	146	6	into	into	ADP
fusus-469	146	7	two	two	NUM
fusus-469	146	8	subsets	subset	NOUN
fusus-469	146	9	:	:	PUNCT
fusus-469	146	10	a	a	DET
fusus-469	146	11	training	training	NOUN
fusus-469	146	12	set	set	VERB
fusus-469	146	13	for	for	ADP
fusus-469	146	14	model	model	NOUN
fusus-469	146	15	development	development	NOUN
fusus-469	146	16	and	and	CCONJ
fusus-469	146	17	a	a	DET
fusus-469	146	18	validation	validation	NOUN
fusus-469	146	19	set	set	VERB
fusus-469	146	20	for	for	ADP
fusus-469	146	21	performance	performance	NOUN
fusus-469	146	22	evaluation	evaluation	NOUN
fusus-469	146	23	.	.	PUNCT
fusus-469	147	1	to	to	PART
fusus-469	147	2	create	create	VERB
fusus-469	147	3	the	the	DET
fusus-469	147	4	training	training	NOUN
fusus-469	147	5	datasets	dataset	NOUN
fusus-469	147	6	,	,	PUNCT
fusus-469	147	7	a	a	DET
fusus-469	147	8	total	total	NOUN
fusus-469	147	9	of	of	ADP
fusus-469	147	10	60	60	NUM
fusus-469	147	11	air	air	NOUN
fusus-469	147	12	samples	sample	NOUN
fusus-469	147	13	were	be	AUX
fusus-469	147	14	collected	collect	VERB
fusus-469	147	15	and	and	CCONJ
fusus-469	147	16	categorized	categorize	VERB
fusus-469	147	17	as	as	SCONJ
fusus-469	147	18	follows	follow	VERB
fusus-469	147	19	:	:	PUNCT
fusus-469	147	20	•	•	NUM
fusus-469	147	21	20	20	NUM
fusus-469	147	22	samples	sample	NOUN
fusus-469	147	23	of	of	ADP
fusus-469	147	24	bad	bad	ADJ
fusus-469	147	25	air	air	NOUN
fusus-469	147	26	,	,	PUNCT
fusus-469	147	27	•	•	NOUN
fusus-469	147	28	20	20	NUM
fusus-469	147	29	samples	sample	NOUN
fusus-469	147	30	of	of	ADP
fusus-469	147	31	good	good	ADJ
fusus-469	147	32	air	air	NOUN
fusus-469	147	33	,	,	PUNCT
fusus-469	147	34	and	and	CCONJ
fusus-469	147	35	•	•	NUM
fusus-469	147	36	20	20	NUM
fusus-469	147	37	samples	sample	NOUN
fusus-469	147	38	of	of	ADP
fusus-469	147	39	moderate	moderate	ADJ
fusus-469	147	40	air	air	NOUN
fusus-469	147	41	.	.	PUNCT
fusus-469	148	1	for	for	ADP
fusus-469	148	2	model	model	NOUN
fusus-469	148	3	validation	validation	NOUN
fusus-469	148	4	,	,	PUNCT
fusus-469	148	5	an	an	DET
fusus-469	148	6	additional	additional	ADJ
fusus-469	148	7	15	15	NUM
fusus-469	148	8	air	air	NOUN
fusus-469	148	9	samples	sample	NOUN
fusus-469	148	10	were	be	AUX
fusus-469	148	11	collected	collect	VERB
fusus-469	148	12	,	,	PUNCT
fusus-469	148	13	distributed	distribute	VERB
fusus-469	148	14	evenly	evenly	ADV
fusus-469	148	15	among	among	ADP
fusus-469	148	16	the	the	DET
fusus-469	148	17	categories	category	NOUN
fusus-469	148	18	:	:	PUNCT
fusus-469	148	19	•	•	NUM
fusus-469	148	20	5	5	NUM
fusus-469	148	21	samples	sample	NOUN
fusus-469	148	22	of	of	ADP
fusus-469	148	23	bad	bad	ADJ
fusus-469	148	24	air	air	NOUN
fusus-469	148	25	,	,	PUNCT
fusus-469	148	26	•	•	NOUN
fusus-469	148	27	5	5	NUM
fusus-469	148	28	samples	sample	NOUN
fusus-469	148	29	of	of	ADP
fusus-469	148	30	good	good	ADJ
fusus-469	148	31	air	air	NOUN
fusus-469	148	32	,	,	PUNCT
fusus-469	148	33	and	and	CCONJ
fusus-469	148	34	•	•	NUM
fusus-469	148	35	5	5	NUM
fusus-469	148	36	samples	sample	NOUN
fusus-469	148	37	of	of	ADP
fusus-469	148	38	moderate	moderate	ADJ
fusus-469	148	39	air	air	NOUN
fusus-469	148	40	.	.	PUNCT
fusus-469	149	1	the	the	DET
fusus-469	149	2	electronic	electronic	ADJ
fusus-469	149	3	nose	nose	NOUN
fusus-469	149	4	(	(	PUNCT
fusus-469	149	5	enose	enose	NOUN
fusus-469	149	6	)	)	PUNCT
fusus-469	149	7	system	system	NOUN
fusus-469	149	8	equipped	equip	VERB
fusus-469	149	9	with	with	ADP
fusus-469	149	10	metal	metal	NOUN
fusus-469	149	11	oxide	oxide	NOUN
fusus-469	149	12	semiconductor	semiconductor	NOUN
fusus-469	149	13	(	(	PUNCT
fusus-469	149	14	mos	mos	NOUN
fusus-469	149	15	)	)	PUNCT
fusus-469	149	16	sensors	sensor	NOUN
fusus-469	149	17	was	be	AUX
fusus-469	149	18	used	use	VERB
fusus-469	149	19	to	to	PART
fusus-469	149	20	capture	capture	VERB
fusus-469	149	21	sensor	sensor	NOUN
fusus-469	149	22	output	output	NOUN
fusus-469	149	23	voltages	voltage	NOUN
fusus-469	149	24	over	over	ADP
fusus-469	149	25	specific	specific	ADJ
fusus-469	149	26	time	time	NOUN
fusus-469	149	27	intervals	interval	NOUN
fusus-469	149	28	.	.	PUNCT
fusus-469	150	1	for	for	ADP
fusus-469	150	2	regression	regression	NOUN
fusus-469	150	3	analysis	analysis	NOUN
fusus-469	150	4	,	,	PUNCT
fusus-469	150	5	a	a	DET
fusus-469	150	6	commercial	commercial	ADJ
fusus-469	150	7	carbon	carbon	NOUN
fusus-469	150	8	dioxide	dioxide	NOUN
fusus-469	150	9	(	(	PUNCT
fusus-469	150	10	co2	co2	NOUN
fusus-469	150	11	)	)	PUNCT
fusus-469	150	12	detector	detector	NOUN
fusus-469	150	13	is	be	AUX
fusus-469	150	14	used	use	VERB
fusus-469	150	15	to	to	PART
fusus-469	150	16	measure	measure	VERB
fusus-469	150	17	and	and	CCONJ
fusus-469	150	18	collect	collect	VERB
fusus-469	150	19	co2	co2	NOUN
fusus-469	150	20	concentrations	concentration	NOUN
fusus-469	150	21	,	,	PUNCT
fusus-469	150	22	in	in	ADP
fusus-469	150	23	parts	part	NOUN
fusus-469	150	24	per	per	ADP
fusus-469	150	25	million	million	NUM
fusus-469	150	26	(	(	PUNCT
fusus-469	150	27	ppm	ppm	NOUN
fusus-469	150	28	)	)	PUNCT
fusus-469	150	29	,	,	PUNCT
fusus-469	150	30	with	with	ADP
fusus-469	150	31	five	five	NUM
fusus-469	150	32	readings	reading	NOUN
fusus-469	150	33	at	at	ADP
fusus-469	150	34	each	each	DET
fusus-469	150	35	sampling	sampling	NOUN
fusus-469	150	36	point	point	NOUN
fusus-469	150	37	.	.	PUNCT
fusus-469	151	1	2.6	2.6	NUM
fusus-469	151	2	data	datum	NOUN
fusus-469	151	3	extraction	extraction	NOUN
fusus-469	151	4	table	table	NOUN
fusus-469	151	5	3	3	NUM
fusus-469	151	6	presents	present	VERB
fusus-469	151	7	the	the	DET
fusus-469	151	8	mos	mos	PROPN
fusus-469	151	9	sensors	sensor	NOUN
fusus-469	151	10	used	use	VERB
fusus-469	151	11	in	in	ADP
fusus-469	151	12	this	this	DET
fusus-469	151	13	study	study	NOUN
fusus-469	151	14	,	,	PUNCT
fusus-469	151	15	along	along	ADP
fusus-469	151	16	with	with	ADP
fusus-469	151	17	their	their	PRON
fusus-469	151	18	respective	respective	ADJ
fusus-469	151	19	targeted	target	VERB
fusus-469	151	20	gases	gas	NOUN
fusus-469	151	21	.	.	PUNCT
fusus-469	152	1	sensor	sensor	NOUN
fusus-469	152	2	data	datum	NOUN
fusus-469	152	3	is	be	AUX
fusus-469	152	4	recorded	record	VERB
fusus-469	152	5	continuously	continuously	ADV
fusus-469	152	6	from	from	ADP
fusus-469	152	7	0	0	NUM
fusus-469	152	8	to	to	PART
fusus-469	152	9	130	130	NUM
fusus-469	152	10	seconds	second	NOUN
fusus-469	152	11	.	.	PUNCT
fusus-469	153	1	however	however	ADV
fusus-469	153	2	,	,	PUNCT
fusus-469	153	3	for	for	ADP
fusus-469	153	4	analysis	analysis	NOUN
fusus-469	153	5	,	,	PUNCT
fusus-469	153	6	sensor	sensor	NOUN
fusus-469	153	7	data	datum	NOUN
fusus-469	153	8	is	be	AUX
fusus-469	153	9	extracted	extract	VERB
fusus-469	153	10	from	from	ADP
fusus-469	153	11	the	the	DET
fusus-469	153	12	time	time	NOUN
fusus-469	153	13	intervals	interval	NOUN
fusus-469	153	14	between	between	ADP
fusus-469	153	15	25	25	NUM
fusus-469	153	16	seconds	second	NOUN
fusus-469	153	17	and	and	CCONJ
fusus-469	153	18	115	115	NUM
fusus-469	153	19	seconds	second	NOUN
fusus-469	153	20	,	,	PUNCT
fusus-469	153	21	in	in	ADP
fusus-469	153	22	10	10	NUM
fusus-469	153	23	-	-	PUNCT
fusus-469	153	24	second	second	NOUN
fusus-469	153	25	increments	increment	NOUN
fusus-469	153	26	,	,	PUNCT
fusus-469	153	27	as	as	SCONJ
fusus-469	153	28	shown	show	VERB
fusus-469	153	29	in	in	ADP
fusus-469	153	30	figure	figure	NOUN
fusus-469	153	31	9	9	NUM
fusus-469	153	32	.	.	PUNCT
fusus-469	154	1	this	this	DET
fusus-469	154	2	approach	approach	NOUN
fusus-469	154	3	selects	select	VERB
fusus-469	154	4	sensor	sensor	NOUN
fusus-469	154	5	readings	reading	NOUN
fusus-469	154	6	at	at	ADP
fusus-469	154	7	ten	ten	NUM
fusus-469	154	8	key	key	ADJ
fusus-469	154	9	intervals	interval	NOUN
fusus-469	154	10	,	,	PUNCT
fusus-469	154	11	capturing	capture	VERB
fusus-469	154	12	critical	critical	ADJ
fusus-469	154	13	temporal	temporal	ADJ
fusus-469	154	14	variations	variation	NOUN
fusus-469	154	15	in	in	ADP
fusus-469	154	16	the	the	DET
fusus-469	154	17	sensor	sensor	NOUN
fusus-469	154	18	's	's	PART
fusus-469	154	19	response	response	NOUN
fusus-469	154	20	to	to	ADP
fusus-469	154	21	different	different	ADJ
fusus-469	154	22	gas	gas	NOUN
fusus-469	154	23	concentrations	concentration	NOUN
fusus-469	154	24	.	.	PUNCT
fusus-469	155	1	the	the	DET
fusus-469	155	2	extracted	extract	VERB
fusus-469	155	3	data	datum	NOUN
fusus-469	155	4	from	from	ADP
fusus-469	155	5	these	these	DET
fusus-469	155	6	intervals	interval	NOUN
fusus-469	155	7	is	be	AUX
fusus-469	155	8	then	then	ADV
fusus-469	155	9	fed	feed	VERB
fusus-469	155	10	into	into	ADP
fusus-469	155	11	matlab	matlab	PROPN
fusus-469	155	12	to	to	PART
fusus-469	155	13	train	train	VERB
fusus-469	155	14	and	and	CCONJ
fusus-469	155	15	validate	validate	VERB
fusus-469	155	16	the	the	DET
fusus-469	155	17	classification	classification	NOUN
fusus-469	155	18	models	model	NOUN
fusus-469	155	19	.	.	PUNCT
fusus-469	156	1	table	table	NOUN
fusus-469	156	2	3	3	NUM
fusus-469	156	3	.	.	PUNCT
fusus-469	156	4	mos	mos	ADJ
fusus-469	156	5	sensors	sensor	NOUN
fusus-469	156	6	and	and	CCONJ
fusus-469	156	7	targeted	target	VERB
fusus-469	156	8	gas	gas	NOUN
fusus-469	156	9	figure	figure	NOUN
fusus-469	156	10	9	9	NUM
fusus-469	156	11	.	.	PUNCT
fusus-469	156	12	sensors	sensor	NOUN
fusus-469	156	13	'	'	PART
fusus-469	156	14	instantaneous	instantaneous	ADJ
fusus-469	156	15	response	response	NOUN
fusus-469	156	16	extracted	extract	VERB
fusus-469	156	17	at	at	ADP
fusus-469	156	18	10	10	NUM
fusus-469	156	19	-	-	PUNCT
fusus-469	156	20	time	time	NOUN
fusus-469	156	21	intervals	interval	NOUN
fusus-469	156	22	of	of	ADP
fusus-469	156	23	the	the	DET
fusus-469	156	24	sampling	sample	VERB
fusus-469	156	25	process	process	NOUN
fusus-469	156	26	2.7	2.7	NUM
fusus-469	156	27	data	datum	NOUN
fusus-469	156	28	analysis	analysis	NOUN
fusus-469	156	29	the	the	DET
fusus-469	156	30	machine	machine	NOUN
fusus-469	156	31	learning	learn	VERB
fusus-469	156	32	classification	classification	NOUN
fusus-469	156	33	process	process	NOUN
fusus-469	156	34	,	,	PUNCT
fusus-469	156	35	as	as	SCONJ
fusus-469	156	36	illustrated	illustrate	VERB
fusus-469	156	37	in	in	ADP
fusus-469	156	38	figure	figure	NOUN
fusus-469	156	39	10	10	NUM
fusus-469	156	40	(	(	PUNCT
fusus-469	156	41	a	a	NOUN
fusus-469	156	42	)	)	PUNCT
fusus-469	156	43	,	,	PUNCT
fusus-469	156	44	involves	involve	VERB
fusus-469	156	45	a	a	DET
fusus-469	156	46	series	series	NOUN
fusus-469	156	47	of	of	ADP
fusus-469	156	48	steps	step	NOUN
fusus-469	156	49	designed	design	VERB
fusus-469	156	50	to	to	PART
fusus-469	156	51	accurately	accurately	ADV
fusus-469	156	52	categorize	categorize	VERB
fusus-469	156	53	air	air	NOUN
fusus-469	156	54	quality	quality	NOUN
fusus-469	156	55	levels	level	NOUN
fusus-469	156	56	based	base	VERB
fusus-469	156	57	on	on	ADP
fusus-469	156	58	sensor	sensor	NOUN
fusus-469	156	59	data	datum	NOUN
fusus-469	156	60	collected	collect	VERB
fusus-469	156	61	from	from	ADP
fusus-469	156	62	the	the	DET
fusus-469	156	63	enose	enose	ADJ
fusus-469	156	64	system	system	NOUN
fusus-469	156	65	.	.	PUNCT
fusus-469	157	1	this	this	DET
fusus-469	157	2	project	project	NOUN
fusus-469	157	3	will	will	AUX
fusus-469	157	4	utilize	utilize	VERB
fusus-469	157	5	the	the	DET
fusus-469	157	6	matlab	matlab	PROPN
fusus-469	157	7	classification	classification	NOUN
fusus-469	157	8	learner	learner	NOUN
fusus-469	157	9	application	application	NOUN
fusus-469	157	10	,	,	PUNCT
fusus-469	157	11	which	which	PRON
fusus-469	157	12	offers	offer	VERB
fusus-469	157	13	30	30	NUM
fusus-469	157	14	classification	classification	NOUN
fusus-469	157	15	models	model	NOUN
fusus-469	157	16	.	.	PUNCT
fusus-469	158	1	the	the	DET
fusus-469	158	2	classification	classification	NOUN
fusus-469	158	3	models	model	NOUN
fusus-469	158	4	and	and	CCONJ
fusus-469	158	5	their	their	PRON
fusus-469	158	6	respective	respective	ADJ
fusus-469	158	7	model	model	NOUN
fusus-469	158	8	categories	category	NOUN
fusus-469	158	9	are	be	AUX
fusus-469	158	10	tabulated	tabulate	VERB
fusus-469	158	11	in	in	ADP
fusus-469	158	12	table	table	NOUN
fusus-469	158	13	4	4	NUM
fusus-469	158	14	.	.	PUNCT
fusus-469	159	1	the	the	DET
fusus-469	159	2	process	process	NOUN
fusus-469	159	3	begins	begin	VERB
fusus-469	159	4	with	with	ADP
fusus-469	159	5	principal	principal	ADJ
fusus-469	159	6	component	component	NOUN
fusus-469	159	7	analysis	analysis	NOUN
fusus-469	159	8	(	(	PUNCT
fusus-469	159	9	pca	pca	NOUN
fusus-469	159	10	)	)	PUNCT
fusus-469	159	11	,	,	PUNCT
fusus-469	159	12	which	which	PRON
fusus-469	159	13	reduces	reduce	VERB
fusus-469	159	14	the	the	DET
fusus-469	159	15	dimensionality	dimensionality	NOUN
fusus-469	159	16	of	of	ADP
fusus-469	159	17	the	the	DET
fusus-469	159	18	raw	raw	ADJ
fusus-469	159	19	sensor	sensor	NOUN
fusus-469	159	20	data	datum	NOUN
fusus-469	159	21	while	while	SCONJ
fusus-469	159	22	retaining	retain	VERB
fusus-469	159	23	critical	critical	ADJ
fusus-469	159	24	features	feature	NOUN
fusus-469	159	25	.	.	PUNCT
fusus-469	160	1	this	this	DET
fusus-469	160	2	step	step	NOUN
fusus-469	160	3	enhances	enhance	VERB
fusus-469	160	4	types	type	NOUN
fusus-469	160	5	of	of	ADP
fusus-469	160	6	mos	mos	ADJ
fusus-469	160	7	sensors	sensor	NOUN
fusus-469	160	8	targeted	target	VERB
fusus-469	160	9	gas	gas	NOUN
fusus-469	160	10	tgs2600	tgs2600	NOUN
fusus-469	160	11	hydrogen	hydrogen	PROPN
fusus-469	160	12	(	(	PUNCT
fusus-469	160	13	h2	h2	PROPN
fusus-469	160	14	)	)	PUNCT
fusus-469	160	15	,	,	PUNCT
fusus-469	160	16	carbon	carbon	NOUN
fusus-469	160	17	monoxide	monoxide	NOUN
fusus-469	160	18	(	(	PUNCT
fusus-469	160	19	co	co	NOUN
fusus-469	160	20	)	)	PUNCT
fusus-469	160	21	,	,	PUNCT
fusus-469	160	22	methane	methane	NOUN
fusus-469	160	23	(	(	PUNCT
fusus-469	160	24	ch4	ch4	NOUN
fusus-469	160	25	)	)	PUNCT
fusus-469	160	26	tgs2602	tgs2602	NOUN
fusus-469	160	27	vocs	vocs	PROPN
fusus-469	160	28	,	,	PUNCT
fusus-469	160	29	ammonia	ammonia	NOUN
fusus-469	160	30	(	(	PUNCT
fusus-469	160	31	nh3	nh3	NOUN
fusus-469	160	32	)	)	PUNCT
fusus-469	160	33	,	,	PUNCT
fusus-469	160	34	hydrogen	hydrogen	NOUN
fusus-469	160	35	sulfide	sulfide	NOUN
fusus-469	160	36	(	(	PUNCT
fusus-469	160	37	h2s	h2s	NOUN
fusus-469	160	38	)	)	PUNCT
fusus-469	160	39	tgs2620	tgs2620	NOUN
fusus-469	160	40	alcohol	alcohol	PROPN
fusus-469	160	41	,	,	PUNCT
fusus-469	160	42	vocs	vocs	PROPN
fusus-469	160	43	tgs2611	tgs2611	PROPN
fusus-469	160	44	methane	methane	PROPN
fusus-469	160	45	(	(	PUNCT
fusus-469	160	46	ch4	ch4	PROPN
fusus-469	160	47	)	)	PUNCT
fusus-469	160	48	ecq	ecq	PROPN
fusus-469	160	49	.	.	PUNCT
fusus-469	161	1	heng	heng	PROPN
fusus-469	161	2	et	et	PROPN
fusus-469	161	3	al	al	PROPN
fusus-469	161	4	.	.	PROPN
fusus-469	161	5	/future	/future	PROPN
fusus-469	162	1	sustainability	sustainability	PROPN
fusus-469	162	2	november	november	PROPN
fusus-469	162	3	2025|	2025|	NUM
fusus-469	162	4	volume	volume	NOUN
fusus-469	162	5	03	03	NUM
fusus-469	163	1	|	|	ADV
fusus-469	163	2	issue	issue	VERB
fusus-469	163	3	04	04	NUM
fusus-469	164	1	|	|	CCONJ
fusus-469	164	2	pages	page	VERB
fusus-469	164	3	32	32	NUM
fusus-469	164	4	-	-	SYM
fusus-469	164	5	46	46	NUM
fusus-469	164	6	37	37	NUM
fusus-469	164	7	computational	computational	ADJ
fusus-469	164	8	efficiency	efficiency	NOUN
fusus-469	164	9	and	and	CCONJ
fusus-469	164	10	improves	improve	VERB
fusus-469	164	11	the	the	DET
fusus-469	164	12	overall	overall	ADJ
fusus-469	164	13	performance	performance	NOUN
fusus-469	164	14	of	of	ADP
fusus-469	164	15	the	the	DET
fusus-469	164	16	classification	classification	NOUN
fusus-469	164	17	models	model	NOUN
fusus-469	164	18	.	.	PUNCT
fusus-469	165	1	the	the	DET
fusus-469	165	2	reduced	reduce	VERB
fusus-469	165	3	dataset	dataset	NOUN
fusus-469	165	4	is	be	AUX
fusus-469	165	5	utilized	utilize	VERB
fusus-469	165	6	to	to	PART
fusus-469	165	7	train	train	VERB
fusus-469	165	8	machine	machine	NOUN
fusus-469	165	9	learning	learning	NOUN
fusus-469	165	10	models	model	NOUN
fusus-469	165	11	using	use	VERB
fusus-469	165	12	matlab	matlab	PROPN
fusus-469	165	13	’s	’s	PART
fusus-469	165	14	classification	classification	NOUN
fusus-469	165	15	learner	learner	NOUN
fusus-469	165	16	application	application	NOUN
fusus-469	165	17	,	,	PUNCT
fusus-469	165	18	where	where	SCONJ
fusus-469	165	19	algorithms	algorithm	NOUN
fusus-469	165	20	such	such	ADJ
fusus-469	165	21	as	as	ADP
fusus-469	165	22	decision	decision	NOUN
fusus-469	165	23	trees	tree	NOUN
fusus-469	165	24	,	,	PUNCT
fusus-469	165	25	support	support	NOUN
fusus-469	165	26	vector	vector	NOUN
fusus-469	165	27	machines	machine	NOUN
fusus-469	165	28	,	,	PUNCT
fusus-469	165	29	and	and	CCONJ
fusus-469	165	30	ensemble	ensemble	ADJ
fusus-469	165	31	methods	method	NOUN
fusus-469	165	32	are	be	AUX
fusus-469	165	33	assessed	assess	VERB
fusus-469	165	34	to	to	PART
fusus-469	165	35	determine	determine	VERB
fusus-469	165	36	the	the	DET
fusus-469	165	37	most	most	ADV
fusus-469	165	38	effective	effective	ADJ
fusus-469	165	39	model	model	NOUN
fusus-469	165	40	.	.	PUNCT
fusus-469	166	1	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
fusus-469	166	2	(	(	PUNCT
fusus-469	166	3	%	%	INTJ
fusus-469	166	4	)	)	PUNCT
fusus-469	166	5	=	=	SYM
fusus-469	167	1	(	(	PUNCT
fusus-469	167	2	𝐶𝑜𝑟𝑟𝑒𝑐𝑡	𝐶𝑜𝑟𝑟𝑒𝑐𝑡	PROPN
fusus-469	167	3	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	NOUN
fusus-469	167	4	𝑇𝑜𝑡𝑎𝑙	𝑇𝑜𝑡𝑎𝑙	PROPN
fusus-469	167	5	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	𝑝𝑟𝑒𝑑𝑖𝑐𝑡𝑖𝑜𝑛𝑠	NOUN
fusus-469	167	6	)	)	PUNCT
fusus-469	167	7	×	×	NOUN
fusus-469	167	8	100	100	NUM
fusus-469	167	9	(	(	PUNCT
fusus-469	167	10	1	1	NUM
fusus-469	167	11	)	)	PUNCT
fusus-469	167	12	once	once	SCONJ
fusus-469	167	13	the	the	DET
fusus-469	167	14	models	model	NOUN
fusus-469	167	15	are	be	AUX
fusus-469	167	16	trained	train	VERB
fusus-469	167	17	,	,	PUNCT
fusus-469	167	18	data	datum	NOUN
fusus-469	167	19	validation	validation	NOUN
fusus-469	167	20	is	be	AUX
fusus-469	167	21	performed	perform	VERB
fusus-469	167	22	using	use	VERB
fusus-469	167	23	a	a	DET
fusus-469	167	24	separate	separate	ADJ
fusus-469	167	25	validation	validation	NOUN
fusus-469	167	26	dataset	dataset	NOUN
fusus-469	167	27	to	to	PART
fusus-469	167	28	ensure	ensure	VERB
fusus-469	167	29	the	the	DET
fusus-469	167	30	generalizability	generalizability	NOUN
fusus-469	167	31	and	and	CCONJ
fusus-469	167	32	robustness	robustness	NOUN
fusus-469	167	33	of	of	ADP
fusus-469	167	34	the	the	DET
fusus-469	167	35	models	model	NOUN
fusus-469	167	36	when	when	SCONJ
fusus-469	167	37	applied	apply	VERB
fusus-469	167	38	to	to	ADP
fusus-469	167	39	new	new	ADJ
fusus-469	167	40	,	,	PUNCT
fusus-469	167	41	unseen	unseen	ADJ
fusus-469	167	42	data	datum	NOUN
fusus-469	167	43	.	.	PUNCT
fusus-469	168	1	the	the	DET
fusus-469	168	2	accuracy	accuracy	NOUN
fusus-469	168	3	of	of	ADP
fusus-469	168	4	each	each	DET
fusus-469	168	5	model	model	NOUN
fusus-469	168	6	is	be	AUX
fusus-469	168	7	then	then	ADV
fusus-469	168	8	computed	compute	VERB
fusus-469	168	9	using	use	VERB
fusus-469	168	10	metrics	metric	NOUN
fusus-469	168	11	such	such	ADJ
fusus-469	168	12	as	as	ADP
fusus-469	168	13	training	training	NOUN
fusus-469	168	14	and	and	CCONJ
fusus-469	168	15	validation	validation	NOUN
fusus-469	168	16	accuracy	accuracy	NOUN
fusus-469	168	17	.	.	PUNCT
fusus-469	169	1	equation	equation	NOUN
fusus-469	169	2	(	(	PUNCT
fusus-469	169	3	1	1	X
fusus-469	169	4	)	)	PUNCT
fusus-469	169	5	is	be	AUX
fusus-469	169	6	used	use	VERB
fusus-469	169	7	to	to	PART
fusus-469	169	8	compute	compute	VERB
fusus-469	169	9	the	the	DET
fusus-469	169	10	accuracy	accuracy	NOUN
fusus-469	169	11	of	of	ADP
fusus-469	169	12	each	each	DET
fusus-469	169	13	model	model	NOUN
fusus-469	169	14	.	.	PUNCT
fusus-469	170	1	following	follow	VERB
fusus-469	170	2	this	this	PRON
fusus-469	170	3	,	,	PUNCT
fusus-469	170	4	the	the	DET
fusus-469	170	5	fine	fine	ADV
fusus-469	170	6	-	-	PUNCT
fusus-469	170	7	tuning	tune	VERB
fusus-469	170	8	process	process	NOUN
fusus-469	170	9	begins	begin	VERB
fusus-469	170	10	,	,	PUNCT
fusus-469	170	11	where	where	SCONJ
fusus-469	170	12	hyperparameters	hyperparameter	NOUN
fusus-469	170	13	are	be	AUX
fusus-469	170	14	optimized	optimize	VERB
fusus-469	170	15	,	,	PUNCT
fusus-469	170	16	and	and	CCONJ
fusus-469	170	17	the	the	DET
fusus-469	170	18	bestperforming	bestperforme	VERB
fusus-469	170	19	models	model	NOUN
fusus-469	170	20	are	be	AUX
fusus-469	170	21	recalibrated	recalibrate	VERB
fusus-469	170	22	to	to	PART
fusus-469	170	23	further	far	ADV
fusus-469	170	24	enhance	enhance	VERB
fusus-469	170	25	their	their	PRON
fusus-469	170	26	performance	performance	NOUN
fusus-469	170	27	.	.	PUNCT
fusus-469	171	1	finally	finally	ADV
fusus-469	171	2	,	,	PUNCT
fusus-469	171	3	the	the	DET
fusus-469	171	4	optimized	optimize	VERB
fusus-469	171	5	models	model	NOUN
fusus-469	171	6	are	be	AUX
fusus-469	171	7	evaluated	evaluate	VERB
fusus-469	171	8	to	to	PART
fusus-469	171	9	confirm	confirm	VERB
fusus-469	171	10	their	their	PRON
fusus-469	171	11	reliability	reliability	NOUN
fusus-469	171	12	and	and	CCONJ
fusus-469	171	13	readiness	readiness	NOUN
fusus-469	171	14	for	for	ADP
fusus-469	171	15	deployment	deployment	NOUN
fusus-469	171	16	in	in	ADP
fusus-469	171	17	realworld	realworld	PROPN
fusus-469	171	18	air	air	PROPN
fusus-469	171	19	quality	quality	NOUN
fusus-469	171	20	monitoring	monitoring	NOUN
fusus-469	171	21	applications	application	NOUN
fusus-469	171	22	.	.	PUNCT
fusus-469	172	1	(	(	PUNCT
fusus-469	172	2	a	a	X
fusus-469	172	3	)	)	PUNCT
fusus-469	172	4	(	(	PUNCT
fusus-469	172	5	b	b	X
fusus-469	172	6	)	)	PUNCT
fusus-469	172	7	figure	figure	NOUN
fusus-469	172	8	10	10	NUM
fusus-469	172	9	.	.	PUNCT
fusus-469	173	1	(	(	PUNCT
fusus-469	173	2	a	a	X
fusus-469	173	3	)	)	PUNCT
fusus-469	173	4	workflow	workflow	NOUN
fusus-469	173	5	for	for	ADP
fusus-469	173	6	the	the	DET
fusus-469	173	7	machine	machine	NOUN
fusus-469	173	8	learning	learn	VERB
fusus-469	173	9	classification	classification	NOUN
fusus-469	173	10	process	process	NOUN
fusus-469	173	11	(	(	PUNCT
fusus-469	173	12	b	b	NOUN
fusus-469	173	13	)	)	PUNCT
fusus-469	173	14	workflow	workflow	NOUN
fusus-469	173	15	for	for	ADP
fusus-469	173	16	the	the	DET
fusus-469	173	17	regression	regression	NOUN
fusus-469	173	18	analysis	analysis	NOUN
fusus-469	173	19	process	process	NOUN
fusus-469	173	20	the	the	DET
fusus-469	173	21	regression	regression	NOUN
fusus-469	173	22	analysis	analysis	NOUN
fusus-469	173	23	workflow	workflow	NOUN
fusus-469	173	24	,	,	PUNCT
fusus-469	173	25	depicted	depict	VERB
fusus-469	173	26	in	in	ADP
fusus-469	173	27	figure	figure	NOUN
fusus-469	173	28	10	10	NUM
fusus-469	173	29	(	(	PUNCT
fusus-469	173	30	b	b	NOUN
fusus-469	173	31	)	)	PUNCT
fusus-469	173	32	,	,	PUNCT
fusus-469	173	33	outlines	outline	VERB
fusus-469	173	34	the	the	DET
fusus-469	173	35	steps	step	NOUN
fusus-469	173	36	involved	involve	VERB
fusus-469	173	37	in	in	ADP
fusus-469	173	38	quantifying	quantify	VERB
fusus-469	173	39	pollutant	pollutant	ADJ
fusus-469	173	40	concentrations	concentration	NOUN
fusus-469	173	41	based	base	VERB
fusus-469	173	42	on	on	ADP
fusus-469	173	43	sensor	sensor	NOUN
fusus-469	173	44	output	output	NOUN
fusus-469	173	45	voltages	voltage	NOUN
fusus-469	173	46	.	.	PUNCT
fusus-469	174	1	the	the	DET
fusus-469	174	2	process	process	NOUN
fusus-469	174	3	begins	begin	VERB
fusus-469	174	4	by	by	ADP
fusus-469	174	5	plotting	plot	VERB
fusus-469	174	6	sensor	sensor	NOUN
fusus-469	174	7	output	output	NOUN
fusus-469	174	8	voltage	voltage	NOUN
fusus-469	174	9	(	(	PUNCT
fusus-469	174	10	vout	vout	NOUN
fusus-469	174	11	)	)	PUNCT
fusus-469	174	12	against	against	ADP
fusus-469	174	13	commercial	commercial	ADJ
fusus-469	174	14	reference	reference	NOUN
fusus-469	174	15	pollutant	pollutant	ADJ
fusus-469	174	16	concentrations	concentration	NOUN
fusus-469	174	17	(	(	PUNCT
fusus-469	174	18	in	in	ADP
fusus-469	174	19	ppm	ppm	NOUN
fusus-469	174	20	)	)	PUNCT
fusus-469	174	21	.	.	PUNCT
fusus-469	175	1	next	next	ADV
fusus-469	175	2	,	,	PUNCT
fusus-469	175	3	the	the	DET
fusus-469	175	4	data	data	NOUN
fusus-469	175	5	is	be	AUX
fusus-469	175	6	cleaned	clean	VERB
fusus-469	175	7	to	to	PART
fusus-469	175	8	remove	remove	VERB
fusus-469	175	9	outliers	outlier	NOUN
fusus-469	175	10	and	and	CCONJ
fusus-469	175	11	inconsistencies	inconsistency	NOUN
fusus-469	175	12	,	,	PUNCT
fusus-469	175	13	ensuring	ensure	VERB
fusus-469	175	14	the	the	DET
fusus-469	175	15	integrity	integrity	NOUN
fusus-469	175	16	of	of	ADP
fusus-469	175	17	the	the	DET
fusus-469	175	18	analysis	analysis	NOUN
fusus-469	175	19	.	.	PUNCT
fusus-469	176	1	a	a	DET
fusus-469	176	2	line	line	NOUN
fusus-469	176	3	of	of	ADP
fusus-469	176	4	best	good	ADJ
fusus-469	176	5	fit	fit	NOUN
fusus-469	176	6	is	be	AUX
fusus-469	176	7	then	then	ADV
fusus-469	176	8	generated	generate	VERB
fusus-469	176	9	using	use	VERB
fusus-469	176	10	linear	linear	ADJ
fusus-469	176	11	regression	regression	NOUN
fusus-469	176	12	to	to	PART
fusus-469	176	13	model	model	VERB
fusus-469	176	14	the	the	DET
fusus-469	176	15	relationship	relationship	NOUN
fusus-469	176	16	between	between	ADP
fusus-469	176	17	vout	vout	PROPN
fusus-469	176	18	and	and	CCONJ
fusus-469	176	19	pollutant	pollutant	ADJ
fusus-469	176	20	concentrations	concentration	NOUN
fusus-469	176	21	.	.	PUNCT
fusus-469	177	1	finally	finally	ADV
fusus-469	177	2	,	,	PUNCT
fusus-469	177	3	the	the	DET
fusus-469	177	4	best	well	ADV
fusus-469	177	5	-	-	PUNCT
fusus-469	177	6	performing	perform	VERB
fusus-469	177	7	regression	regression	NOUN
fusus-469	177	8	plots	plot	NOUN
fusus-469	177	9	are	be	AUX
fusus-469	177	10	evaluated	evaluate	VERB
fusus-469	177	11	for	for	ADP
fusus-469	177	12	accuracy	accuracy	NOUN
fusus-469	177	13	and	and	CCONJ
fusus-469	177	14	reliability	reliability	NOUN
fusus-469	177	15	,	,	PUNCT
fusus-469	177	16	with	with	ADP
fusus-469	177	17	metrics	metric	NOUN
fusus-469	177	18	such	such	ADJ
fusus-469	177	19	as	as	ADP
fusus-469	177	20	r	r	NOUN
fusus-469	177	21	-	-	PUNCT
fusus-469	177	22	squared	square	VERB
fusus-469	177	23	values	value	NOUN
fusus-469	177	24	used	use	VERB
fusus-469	177	25	to	to	PART
fusus-469	177	26	validate	validate	VERB
fusus-469	177	27	model	model	NOUN
fusus-469	177	28	performance	performance	NOUN
fusus-469	177	29	.	.	PUNCT
fusus-469	178	1	table	table	NOUN
fusus-469	178	2	4	4	NUM
fusus-469	178	3	.	.	PUNCT
fusus-469	178	4	classification	classification	NOUN
fusus-469	178	5	models	model	NOUN
fusus-469	178	6	and	and	CCONJ
fusus-469	178	7	model	model	NOUN
fusus-469	178	8	categories	category	NOUN
fusus-469	178	9	3	3	NUM
fusus-469	178	10	.	.	NOUN
fusus-469	178	11	results	result	NOUN
fusus-469	178	12	and	and	CCONJ
fusus-469	178	13	discussion	discussion	NOUN
fusus-469	178	14	3.1	3.1	NUM
fusus-469	178	15	digital	digital	ADJ
fusus-469	178	16	temperature	temperature	NOUN
fusus-469	178	17	modulation	modulation	NOUN
fusus-469	178	18	output	output	NOUN
fusus-469	178	19	voltage	voltage	NOUN
fusus-469	178	20	testing	testing	NOUN
fusus-469	178	21	after	after	ADP
fusus-469	178	22	integrating	integrate	VERB
fusus-469	178	23	the	the	DET
fusus-469	178	24	buck	buck	NOUN
fusus-469	178	25	converters	converter	NOUN
fusus-469	178	26	onto	onto	ADP
fusus-469	178	27	the	the	DET
fusus-469	178	28	pcb	pcb	NOUN
fusus-469	178	29	,	,	PUNCT
fusus-469	178	30	voltage	voltage	NOUN
fusus-469	178	31	regulation	regulation	NOUN
fusus-469	178	32	testing	testing	NOUN
fusus-469	178	33	was	be	AUX
fusus-469	178	34	conducted	conduct	VERB
fusus-469	178	35	to	to	PART
fusus-469	178	36	verify	verify	VERB
fusus-469	178	37	their	their	PRON
fusus-469	178	38	output	output	NOUN
fusus-469	178	39	voltages	voltage	NOUN
fusus-469	178	40	.	.	PUNCT
fusus-469	179	1	the	the	DET
fusus-469	179	2	voltage	voltage	NOUN
fusus-469	179	3	regulation	regulation	NOUN
fusus-469	179	4	test	test	NOUN
fusus-469	179	5	of	of	ADP
fusus-469	179	6	lm2575	lm2575	ADJ
fusus-469	179	7	buck	buck	NOUN
fusus-469	179	8	converter	converter	NOUN
fusus-469	179	9	on	on	ADP
fusus-469	179	10	pcb	pcb	PROPN
fusus-469	179	11	was	be	AUX
fusus-469	179	12	setup	setup	NOUN
fusus-469	179	13	as	as	SCONJ
fusus-469	179	14	shown	show	VERB
fusus-469	179	15	in	in	ADP
fusus-469	179	16	figure	figure	NOUN
fusus-469	179	17	11	11	NUM
fusus-469	179	18	.	.	PUNCT
fusus-469	180	1	lm2576	lm2576	PROPN
fusus-469	180	2	provided	provide	VERB
fusus-469	180	3	a	a	DET
fusus-469	180	4	stable	stable	ADJ
fusus-469	180	5	5.07v	5.07v	NOUN
fusus-469	180	6	,	,	PUNCT
fusus-469	180	7	suitable	suitable	ADJ
fusus-469	180	8	for	for	ADP
fusus-469	180	9	high	high	ADJ
fusus-469	180	10	-	-	PUNCT
fusus-469	180	11	current	current	ADJ
fusus-469	180	12	applications	application	NOUN
fusus-469	180	13	,	,	PUNCT
fusus-469	180	14	while	while	SCONJ
fusus-469	180	15	lm2574	lm2574	PROPN
fusus-469	180	16	delivered	deliver	VERB
fusus-469	180	17	5.05v	5.05v	PROPN
fusus-469	180	18	for	for	ADP
fusus-469	180	19	low	low	ADJ
fusus-469	180	20	-	-	PUNCT
fusus-469	180	21	current	current	ADJ
fusus-469	180	22	applications	application	NOUN
fusus-469	180	23	.	.	PUNCT
fusus-469	181	1	the	the	DET
fusus-469	181	2	lm2575	lm2575	PROPN
fusus-469	181	3	,	,	PUNCT
fusus-469	181	4	controlled	control	VERB
fusus-469	181	5	by	by	ADP
fusus-469	181	6	an	an	DET
fusus-469	181	7	arduino	arduino	NOUN
fusus-469	181	8	,	,	PUNCT
fusus-469	181	9	adjusted	adjust	VERB
fusus-469	181	10	its	its	PRON
fusus-469	181	11	output	output	NOUN
fusus-469	181	12	from	from	ADP
fusus-469	181	13	4.0v	4.0v	NUM
fusus-469	181	14	to	to	ADP
fusus-469	181	15	5.0v	5.0v	NUM
fusus-469	181	16	in	in	ADP
fusus-469	181	17	0.1v	0.1v	ADJ
fusus-469	181	18	increments	increment	NOUN
fusus-469	181	19	,	,	PUNCT
fusus-469	181	20	decision	decision	NOUN
fusus-469	181	21	tree	tree	NOUN
fusus-469	181	22	1.linear	1.linear	NUM
fusus-469	181	23	svm	svm	PROPN
fusus-469	181	24	4.cosine	4.cosine	NUM
fusus-469	181	25	knn	knn	NOUN
fusus-469	181	26	1.narrow	1.narrow	NUM
fusus-469	181	27	neural	neural	ADJ
fusus-469	181	28	network	network	NOUN
fusus-469	181	29	1	1	NUM
fusus-469	181	30	.	.	PUNCT
fusus-469	181	31	fine	fine	ADJ
fusus-469	181	32	tree	tree	NOUN
fusus-469	181	33	2.quadratic	2.quadratic	NUM
fusus-469	181	34	svm	svm	NOUN
fusus-469	181	35	5	5	NUM
fusus-469	181	36	.	.	PUNCT
fusus-469	181	37	cubic	cubic	PROPN
fusus-469	181	38	knn	knn	PROPN
fusus-469	181	39	2.medium	2.medium	NUM
fusus-469	181	40	neural	neural	ADJ
fusus-469	181	41	network	network	NOUN
fusus-469	181	42	2.medium	2.medium	NUM
fusus-469	181	43	tree	tree	NOUN
fusus-469	181	44	3.cubic	3.cubic	NUM
fusus-469	181	45	svm	svm	PROPN
fusus-469	181	46	6.weighted	6.weighted	PROPN
fusus-469	181	47	knn	knn	PROPN
fusus-469	181	48	3.wide	3.wide	NUM
fusus-469	181	49	neural	neural	ADJ
fusus-469	181	50	network	network	NOUN
fusus-469	181	51	3	3	X
fusus-469	181	52	.	.	PUNCT
fusus-469	181	53	coarse	coarse	PROPN
fusus-469	181	54	tree	tree	NOUN
fusus-469	181	55	4.fine	4.fine	PROPN
fusus-469	181	56	gaussian	gaussian	NOUN
fusus-469	181	57	svm	svm	PROPN
fusus-469	181	58	ensemble	ensemble	ADJ
fusus-469	181	59	classifiers	classifier	NOUN
fusus-469	181	60	4.bilayered	4.bilayered	NUM
fusus-469	181	61	neural	neural	ADJ
fusus-469	181	62	network	network	NOUN
fusus-469	181	63	discriminant	discriminant	ADJ
fusus-469	181	64	analysis	analysis	NOUN
fusus-469	182	1	5.medium	5.medium	NUM
fusus-469	182	2	gaussian	gaussian	ADJ
fusus-469	182	3	svm	svm	NOUN
fusus-469	182	4	1.boosted	1.boosted	NUM
fusus-469	182	5	trees	tree	NOUN
fusus-469	182	6	5.trilayered	5.trilayered	NUM
fusus-469	182	7	neural	neural	ADJ
fusus-469	182	8	network	network	NOUN
fusus-469	182	9	1.linear	1.linear	NUM
fusus-469	182	10	discriminant	discriminant	NOUN
fusus-469	182	11	6.coarse	6.coarse	NUM
fusus-469	182	12	gaussian	gaussian	ADJ
fusus-469	182	13	svm	svm	NOUN
fusus-469	182	14	2.bagged	2.bagged	NUM
fusus-469	182	15	trees	tree	NOUN
fusus-469	182	16	kernel	kernel	PROPN
fusus-469	182	17	approximation	approximation	NOUN
fusus-469	182	18	classifiers	classifier	NOUN
fusus-469	182	19	naïve	naïve	ADJ
fusus-469	182	20	bayes	bayes	PROPN
fusus-469	182	21	classifier	classifier	PROPN
fusus-469	182	22	nearest	near	ADJ
fusus-469	182	23	neighbour	neighbour	PROPN
fusus-469	182	24	classifiers	classifier	NOUN
fusus-469	182	25	3.subspace	3.subspace	NUM
fusus-469	182	26	discriminant	discriminant	NOUN
fusus-469	182	27	1	1	NUM
fusus-469	182	28	.	.	PUNCT
fusus-469	183	1	svm	svm	PROPN
fusus-469	183	2	kernel	kernel	PROPN
fusus-469	183	3	1.gaussian	1.gaussian	PROPN
fusus-469	183	4	naïve	naïve	ADJ
fusus-469	183	5	bayes	bayes	NOUN
fusus-469	183	6	1	1	NUM
fusus-469	183	7	.	.	PUNCT
fusus-469	183	8	fine	fine	ADJ
fusus-469	183	9	knn	knn	PROPN
fusus-469	183	10	4.subspace	4.subspace	NUM
fusus-469	183	11	knn	knn	PROPN
fusus-469	183	12	2.logistic	2.logistic	PROPN
fusus-469	183	13	regression	regression	NOUN
fusus-469	183	14	kernel	kernel	NOUN
fusus-469	183	15	2.kernel	2.kernel	NUM
fusus-469	183	16	naïve	naïve	ADJ
fusus-469	183	17	bayes	bayes	NOUN
fusus-469	183	18	2.medium	2.medium	NUM
fusus-469	183	19	knn	knn	PROPN
fusus-469	183	20	5.rus	5.rus	PROPN
fusus-469	183	21	boosted	boost	VERB
fusus-469	183	22	trees	tree	NOUN
fusus-469	183	23	support	support	VERB
fusus-469	183	24	vector	vector	NOUN
fusus-469	183	25	machines	machine	NOUN
fusus-469	183	26	(	(	PUNCT
fusus-469	183	27	svm	svm	ADJ
fusus-469	183	28	)	)	PUNCT
fusus-469	183	29	3.coarse	3.coarse	NUM
fusus-469	183	30	knn	knn	NOUN
fusus-469	183	31	neural	neural	ADJ
fusus-469	183	32	network	network	PROPN
fusus-469	183	33	classifiers	classifier	NOUN
fusus-469	183	34	ecq	ecq	PROPN
fusus-469	183	35	.	.	PUNCT
fusus-469	184	1	heng	heng	PROPN
fusus-469	184	2	et	et	PROPN
fusus-469	184	3	al	al	PROPN
fusus-469	184	4	.	.	PROPN
fusus-469	184	5	/future	/future	PROPN
fusus-469	185	1	sustainability	sustainability	PROPN
fusus-469	185	2	november	november	PROPN
fusus-469	185	3	2025|	2025|	NUM
fusus-469	185	4	volume	volume	NOUN
fusus-469	185	5	03	03	NUM
fusus-469	186	1	|	|	ADV
fusus-469	186	2	issue	issue	VERB
fusus-469	186	3	04	04	NUM
fusus-469	187	1	|	|	CCONJ
fusus-469	187	2	pages	page	VERB
fusus-469	187	3	32	32	NUM
fusus-469	187	4	-	-	SYM
fusus-469	187	5	46	46	NUM
fusus-469	187	6	38	38	NUM
fusus-469	187	7	demonstrating	demonstrate	VERB
fusus-469	187	8	precise	precise	ADJ
fusus-469	187	9	voltage	voltage	NOUN
fusus-469	187	10	control	control	NOUN
fusus-469	187	11	for	for	ADP
fusus-469	187	12	temperature	temperature	NOUN
fusus-469	187	13	modulation	modulation	NOUN
fusus-469	187	14	.	.	PUNCT
fusus-469	188	1	table	table	NOUN
fusus-469	188	2	5	5	NUM
fusus-469	188	3	summarises	summarise	NOUN
fusus-469	188	4	the	the	DET
fusus-469	188	5	output	output	NOUN
fusus-469	188	6	voltage	voltage	NOUN
fusus-469	188	7	testing	testing	NOUN
fusus-469	188	8	results	result	NOUN
fusus-469	188	9	of	of	ADP
fusus-469	188	10	the	the	DET
fusus-469	188	11	lm2576	lm2576	NOUN
fusus-469	188	12	,	,	PUNCT
fusus-469	188	13	lm2574	lm2574	PROPN
fusus-469	188	14	,	,	PUNCT
fusus-469	188	15	and	and	CCONJ
fusus-469	188	16	arduino	arduino	NOUN
fusus-469	188	17	-	-	PUNCT
fusus-469	188	18	controlled	control	VERB
fusus-469	188	19	lm2575	lm2575	ADJ
fusus-469	188	20	buck	buck	NOUN
fusus-469	188	21	converters	converter	NOUN
fusus-469	188	22	.	.	PUNCT
fusus-469	189	1	these	these	DET
fusus-469	189	2	results	result	NOUN
fusus-469	189	3	confirm	confirm	VERB
fusus-469	189	4	the	the	DET
fusus-469	189	5	successful	successful	ADJ
fusus-469	189	6	integration	integration	NOUN
fusus-469	189	7	and	and	CCONJ
fusus-469	189	8	reliable	reliable	ADJ
fusus-469	189	9	performance	performance	NOUN
fusus-469	189	10	of	of	ADP
fusus-469	189	11	all	all	DET
fusus-469	189	12	three	three	NUM
fusus-469	189	13	converters	converter	NOUN
fusus-469	189	14	.	.	PUNCT
fusus-469	190	1	figure	figure	NOUN
fusus-469	190	2	11	11	NUM
fusus-469	190	3	.	.	PUNCT
fusus-469	191	1	voltage	voltage	NOUN
fusus-469	191	2	regulation	regulation	NOUN
fusus-469	191	3	test	test	NOUN
fusus-469	191	4	of	of	ADP
fusus-469	191	5	the	the	DET
fusus-469	191	6	lm2575	lm2575	ADJ
fusus-469	191	7	buck	buck	NOUN
fusus-469	191	8	converter	converter	NOUN
fusus-469	191	9	on	on	ADP
fusus-469	191	10	the	the	DET
fusus-469	191	11	pcb	pcb	NOUN
fusus-469	191	12	setup	setup	NOUN
fusus-469	191	13	table	table	NOUN
fusus-469	191	14	5	5	NUM
fusus-469	191	15	.	.	PUNCT
fusus-469	191	16	output	output	NOUN
fusus-469	191	17	voltage	voltage	NOUN
fusus-469	191	18	testing	testing	NOUN
fusus-469	191	19	results	result	NOUN
fusus-469	191	20	of	of	ADP
fusus-469	191	21	lm2576	lm2576	PROPN
fusus-469	191	22	,	,	PUNCT
fusus-469	191	23	lm2574	lm2574	PROPN
fusus-469	191	24	,	,	PUNCT
fusus-469	191	25	and	and	CCONJ
fusus-469	191	26	arduino	arduino	NOUN
fusus-469	191	27	controlled	control	VERB
fusus-469	191	28	lm2575	lm2575	ADJ
fusus-469	191	29	buck	buck	NOUN
fusus-469	191	30	converters	converter	NOUN
fusus-469	191	31	3.2	3.2	NUM
fusus-469	191	32	evaluating	evaluate	VERB
fusus-469	191	33	the	the	DET
fusus-469	191	34	digital	digital	ADJ
fusus-469	191	35	temperature	temperature	NOUN
fusus-469	191	36	modulation	modulation	NOUN
fusus-469	191	37	sensor	sensor	NOUN
fusus-469	191	38	response	response	NOUN
fusus-469	191	39	in	in	ADP
fusus-469	191	40	a	a	DET
fusus-469	191	41	graph	graph	NOUN
fusus-469	191	42	this	this	DET
fusus-469	191	43	test	test	NOUN
fusus-469	191	44	evaluated	evaluate	VERB
fusus-469	191	45	the	the	DET
fusus-469	191	46	performance	performance	NOUN
fusus-469	191	47	of	of	ADP
fusus-469	191	48	the	the	DET
fusus-469	191	49	digital	digital	ADJ
fusus-469	191	50	temperature	temperature	NOUN
fusus-469	191	51	control	control	NOUN
fusus-469	191	52	system	system	NOUN
fusus-469	191	53	,	,	PUNCT
fusus-469	191	54	which	which	PRON
fusus-469	191	55	is	be	AUX
fusus-469	191	56	designed	design	VERB
fusus-469	191	57	to	to	PART
fusus-469	191	58	improve	improve	VERB
fusus-469	191	59	sensor	sensor	NOUN
fusus-469	191	60	accuracy	accuracy	NOUN
fusus-469	191	61	,	,	PUNCT
fusus-469	191	62	consistency	consistency	NOUN
fusus-469	191	63	,	,	PUNCT
fusus-469	191	64	and	and	CCONJ
fusus-469	191	65	efficiency	efficiency	NOUN
fusus-469	191	66	.	.	PUNCT
fusus-469	192	1	the	the	DET
fusus-469	192	2	performance	performance	NOUN
fusus-469	192	3	of	of	ADP
fusus-469	192	4	this	this	DET
fusus-469	192	5	system	system	NOUN
fusus-469	192	6	is	be	AUX
fusus-469	192	7	presented	present	VERB
fusus-469	192	8	in	in	ADP
fusus-469	192	9	figure	figure	NOUN
fusus-469	192	10	12	12	NUM
fusus-469	192	11	.	.	PUNCT
fusus-469	193	1	during	during	ADP
fusus-469	193	2	the	the	DET
fusus-469	193	3	test	test	NOUN
fusus-469	193	4	,	,	PUNCT
fusus-469	193	5	the	the	DET
fusus-469	193	6	heater	heater	NOUN
fusus-469	193	7	voltage	voltage	NOUN
fusus-469	193	8	was	be	AUX
fusus-469	193	9	gradually	gradually	ADV
fusus-469	193	10	increased	increase	VERB
fusus-469	193	11	by	by	ADP
fusus-469	193	12	0.1v	0.1v	NOUN
fusus-469	193	13	every	every	DET
fusus-469	193	14	10	10	NUM
fusus-469	193	15	seconds	second	NOUN
fusus-469	193	16	,	,	PUNCT
fusus-469	193	17	starting	start	VERB
fusus-469	193	18	at	at	ADP
fusus-469	193	19	4.0v	4.0v	NUM
fusus-469	193	20	and	and	CCONJ
fusus-469	193	21	reaching	reach	VERB
fusus-469	193	22	a	a	DET
fusus-469	193	23	peak	peak	NOUN
fusus-469	193	24	of	of	ADP
fusus-469	193	25	5.0v	5.0v	NUM
fusus-469	193	26	,	,	PUNCT
fusus-469	193	27	before	before	ADP
fusus-469	193	28	smoothly	smoothly	ADV
fusus-469	193	29	returning	return	VERB
fusus-469	193	30	to	to	ADP
fusus-469	193	31	4.0v	4.0v	NUM
fusus-469	193	32	.	.	PUNCT
fusus-469	194	1	the	the	DET
fusus-469	194	2	response	response	NOUN
fusus-469	194	3	curve	curve	NOUN
fusus-469	194	4	indicated	indicate	VERB
fusus-469	194	5	that	that	SCONJ
fusus-469	194	6	the	the	DET
fusus-469	194	7	sensors	sensor	NOUN
fusus-469	194	8	(	(	PUNCT
fusus-469	194	9	tgs2600	tgs2600	PROPN
fusus-469	194	10	,	,	PUNCT
fusus-469	194	11	tgs2602	tgs2602	NOUN
fusus-469	194	12	,	,	PUNCT
fusus-469	194	13	tgs2620	tgs2620	NOUN
fusus-469	194	14	,	,	PUNCT
fusus-469	194	15	and	and	CCONJ
fusus-469	194	16	tgs2611	tgs2611	NOUN
fusus-469	194	17	)	)	PUNCT
fusus-469	194	18	produced	produce	VERB
fusus-469	194	19	stable	stable	ADJ
fusus-469	194	20	and	and	CCONJ
fusus-469	194	21	consistent	consistent	ADJ
fusus-469	194	22	outputs	output	NOUN
fusus-469	194	23	throughout	throughout	ADP
fusus-469	194	24	the	the	DET
fusus-469	194	25	process	process	NOUN
fusus-469	194	26	.	.	PUNCT
fusus-469	195	1	the	the	DET
fusus-469	195	2	updated	update	VERB
fusus-469	195	3	process	process	NOUN
fusus-469	195	4	improved	improve	VERB
fusus-469	195	5	sampling	sample	VERB
fusus-469	195	6	consistency	consistency	NOUN
fusus-469	195	7	and	and	CCONJ
fusus-469	195	8	reduced	reduced	ADJ
fusus-469	195	9	sampling	sampling	NOUN
fusus-469	195	10	time	time	NOUN
fusus-469	195	11	.	.	PUNCT
fusus-469	196	1	while	while	SCONJ
fusus-469	196	2	the	the	DET
fusus-469	196	3	previous	previous	ADJ
fusus-469	196	4	design	design	NOUN
fusus-469	196	5	took	take	VERB
fusus-469	196	6	390	390	NUM
fusus-469	196	7	seconds	second	NOUN
fusus-469	196	8	to	to	PART
fusus-469	196	9	complete	complete	VERB
fusus-469	196	10	each	each	DET
fusus-469	196	11	sample	sample	NOUN
fusus-469	196	12	,	,	PUNCT
fusus-469	196	13	the	the	DET
fusus-469	196	14	automated	automate	VERB
fusus-469	196	15	system	system	NOUN
fusus-469	196	16	now	now	ADV
fusus-469	196	17	accomplishes	accomplish	VERB
fusus-469	196	18	this	this	PRON
fusus-469	196	19	in	in	ADP
fusus-469	196	20	just	just	ADV
fusus-469	196	21	130	130	NUM
fusus-469	196	22	seconds	second	NOUN
fusus-469	196	23	.	.	PUNCT
fusus-469	197	1	this	this	DET
fusus-469	197	2	threefold	threefold	ADJ
fusus-469	197	3	reduction	reduction	NOUN
fusus-469	197	4	not	not	PART
fusus-469	197	5	only	only	ADV
fusus-469	197	6	saves	save	VERB
fusus-469	197	7	time	time	NOUN
fusus-469	197	8	but	but	CCONJ
fusus-469	197	9	also	also	ADV
fusus-469	197	10	allows	allow	VERB
fusus-469	197	11	researchers	researcher	NOUN
fusus-469	197	12	to	to	PART
fusus-469	197	13	collect	collect	VERB
fusus-469	197	14	more	more	ADJ
fusus-469	197	15	samples	sample	NOUN
fusus-469	197	16	,	,	PUNCT
fusus-469	197	17	ultimately	ultimately	ADV
fusus-469	197	18	increasing	increase	VERB
fusus-469	197	19	overall	overall	ADJ
fusus-469	197	20	efficiency	efficiency	NOUN
fusus-469	197	21	and	and	CCONJ
fusus-469	197	22	productivity	productivity	NOUN
fusus-469	197	23	.	.	PUNCT
fusus-469	198	1	the	the	DET
fusus-469	198	2	gradual	gradual	ADJ
fusus-469	198	3	voltage	voltage	NOUN
fusus-469	198	4	adjustments	adjustment	NOUN
fusus-469	198	5	ensured	ensure	VERB
fusus-469	198	6	that	that	SCONJ
fusus-469	198	7	the	the	DET
fusus-469	198	8	sensors	sensor	NOUN
fusus-469	198	9	responded	respond	VERB
fusus-469	198	10	steadily	steadily	ADV
fusus-469	198	11	,	,	PUNCT
fusus-469	198	12	resulting	result	VERB
fusus-469	198	13	in	in	ADP
fusus-469	198	14	accurate	accurate	ADJ
fusus-469	198	15	and	and	CCONJ
fusus-469	198	16	uninterrupted	uninterrupted	ADJ
fusus-469	198	17	data	datum	NOUN
fusus-469	198	18	collection	collection	NOUN
fusus-469	198	19	.	.	PUNCT
fusus-469	199	1	furthermore	furthermore	ADV
fusus-469	199	2	,	,	PUNCT
fusus-469	199	3	the	the	DET
fusus-469	199	4	system	system	NOUN
fusus-469	199	5	’s	’s	PART
fusus-469	199	6	capability	capability	NOUN
fusus-469	199	7	to	to	PART
fusus-469	199	8	adjust	adjust	VERB
fusus-469	199	9	voltage	voltage	NOUN
fusus-469	199	10	without	without	ADP
fusus-469	199	11	delays	delay	NOUN
fusus-469	199	12	or	or	CCONJ
fusus-469	199	13	fluctuations	fluctuation	NOUN
fusus-469	199	14	underscores	underscore	VERB
fusus-469	199	15	its	its	PRON
fusus-469	199	16	reliability	reliability	NOUN
fusus-469	199	17	.	.	PUNCT
fusus-469	200	1	these	these	DET
fusus-469	200	2	results	result	NOUN
fusus-469	200	3	demonstrate	demonstrate	VERB
fusus-469	200	4	that	that	SCONJ
fusus-469	200	5	the	the	DET
fusus-469	200	6	automatic	automatic	ADJ
fusus-469	200	7	temperature	temperature	NOUN
fusus-469	200	8	control	control	NOUN
fusus-469	200	9	system	system	NOUN
fusus-469	200	10	effectively	effectively	ADV
fusus-469	200	11	enhances	enhance	VERB
fusus-469	200	12	sampling	sample	VERB
fusus-469	200	13	performance	performance	NOUN
fusus-469	200	14	while	while	SCONJ
fusus-469	200	15	making	make	VERB
fusus-469	200	16	the	the	DET
fusus-469	200	17	process	process	NOUN
fusus-469	200	18	faster	fast	ADV
fusus-469	200	19	and	and	CCONJ
fusus-469	200	20	more	more	ADV
fusus-469	200	21	efficient	efficient	ADJ
fusus-469	200	22	.	.	PUNCT
fusus-469	201	1	figure	figure	NOUN
fusus-469	201	2	12	12	NUM
fusus-469	201	3	.	.	PUNCT
fusus-469	202	1	performance	performance	NOUN
fusus-469	202	2	of	of	ADP
fusus-469	202	3	the	the	DET
fusus-469	202	4	digital	digital	ADJ
fusus-469	202	5	temperature	temperature	NOUN
fusus-469	202	6	control	control	NOUN
fusus-469	202	7	system	system	NOUN
fusus-469	202	8	3.3	3.3	NUM
fusus-469	202	9	sensor	sensor	NOUN
fusus-469	202	10	performance	performance	NOUN
fusus-469	202	11	and	and	CCONJ
fusus-469	202	12	stability	stability	NOUN
fusus-469	202	13	in	in	ADP
fusus-469	202	14	different	different	ADJ
fusus-469	202	15	air	air	NOUN
fusus-469	202	16	quality	quality	NOUN
fusus-469	202	17	the	the	DET
fusus-469	202	18	response	response	NOUN
fusus-469	202	19	curves	curve	NOUN
fusus-469	202	20	offer	offer	VERB
fusus-469	202	21	valuable	valuable	ADJ
fusus-469	202	22	insights	insight	NOUN
fusus-469	202	23	into	into	ADP
fusus-469	202	24	how	how	SCONJ
fusus-469	202	25	the	the	DET
fusus-469	202	26	metal	metal	NOUN
fusus-469	202	27	oxide	oxide	NOUN
fusus-469	202	28	semiconductor	semiconductor	NOUN
fusus-469	202	29	(	(	PUNCT
fusus-469	202	30	mos	mos	NOUN
fusus-469	202	31	)	)	PUNCT
fusus-469	202	32	gas	gas	NOUN
fusus-469	202	33	sensors	sensor	NOUN
fusus-469	202	34	react	react	VERB
fusus-469	202	35	to	to	ADP
fusus-469	202	36	different	different	ADJ
fusus-469	202	37	air	air	NOUN
fusus-469	202	38	quality	quality	NOUN
fusus-469	202	39	conditions	condition	NOUN
fusus-469	202	40	,	,	PUNCT
fusus-469	202	41	highlighting	highlight	VERB
fusus-469	202	42	their	their	PRON
fusus-469	202	43	effectiveness	effectiveness	NOUN
fusus-469	202	44	in	in	ADP
fusus-469	202	45	identifying	identify	VERB
fusus-469	202	46	and	and	CCONJ
fusus-469	202	47	classifying	classify	VERB
fusus-469	202	48	pollutant	pollutant	ADJ
fusus-469	202	49	levels	level	NOUN
fusus-469	202	50	.	.	PUNCT
fusus-469	203	1	figures	figure	NOUN
fusus-469	203	2	13	13	NUM
fusus-469	203	3	and	and	CCONJ
fusus-469	203	4	figure	figure	VERB
fusus-469	203	5	14	14	NUM
fusus-469	203	6	show	show	VERB
fusus-469	203	7	the	the	DET
fusus-469	203	8	response	response	NOUN
fusus-469	203	9	curves	curve	NOUN
fusus-469	203	10	for	for	ADP
fusus-469	203	11	bad	bad	ADJ
fusus-469	203	12	air	air	NOUN
fusus-469	203	13	quality	quality	NOUN
fusus-469	203	14	samples	sample	NOUN
fusus-469	203	15	,	,	PUNCT
fusus-469	203	16	where	where	SCONJ
fusus-469	203	17	sensors	sensor	NOUN
fusus-469	203	18	(	(	PUNCT
fusus-469	203	19	tgs2600	tgs2600	PROPN
fusus-469	203	20	,	,	PUNCT
fusus-469	203	21	tgs2620	tgs2620	NOUN
fusus-469	203	22	,	,	PUNCT
fusus-469	203	23	and	and	CCONJ
fusus-469	203	24	tgs2611	tgs2611	NOUN
fusus-469	203	25	)	)	PUNCT
fusus-469	203	26	react	react	VERB
fusus-469	203	27	strongly	strongly	ADV
fusus-469	203	28	to	to	ADP
fusus-469	203	29	high	high	ADJ
fusus-469	203	30	concentrations	concentration	NOUN
fusus-469	203	31	of	of	ADP
fusus-469	203	32	co₂	co₂	PROPN
fusus-469	203	33	and	and	CCONJ
fusus-469	203	34	co.	co.	NOUN
fusus-469	203	35	the	the	DET
fusus-469	203	36	voltage	voltage	NOUN
fusus-469	203	37	rises	rise	VERB
fusus-469	203	38	rapidly	rapidly	ADV
fusus-469	203	39	,	,	PUNCT
fusus-469	203	40	reaching	reach	VERB
fusus-469	203	41	between	between	ADP
fusus-469	203	42	3v	3v	NUM
fusus-469	203	43	and	and	CCONJ
fusus-469	203	44	5v	5v	NOUN
fusus-469	203	45	within	within	ADP
fusus-469	203	46	the	the	DET
fusus-469	203	47	first	first	ADJ
fusus-469	203	48	10	10	NUM
fusus-469	203	49	seconds	second	NOUN
fusus-469	203	50	after	after	SCONJ
fusus-469	203	51	flue	flue	NOUN
fusus-469	203	52	gas	gas	NOUN
fusus-469	203	53	is	be	AUX
fusus-469	203	54	introduced	introduce	VERB
fusus-469	203	55	into	into	ADP
fusus-469	203	56	the	the	DET
fusus-469	203	57	chamber	chamber	NOUN
fusus-469	203	58	.	.	PUNCT
fusus-469	204	1	tgs2600	tgs2600	PROPN
fusus-469	204	2	and	and	CCONJ
fusus-469	204	3	tgs2620	tgs2620	PROPN
fusus-469	204	4	maintain	maintain	VERB
fusus-469	204	5	steady	steady	ADJ
fusus-469	204	6	performance	performance	NOUN
fusus-469	204	7	throughout	throughout	ADP
fusus-469	204	8	the	the	DET
fusus-469	204	9	sampling	sampling	NOUN
fusus-469	204	10	period	period	NOUN
fusus-469	204	11	.	.	PUNCT
fusus-469	205	1	however	however	ADV
fusus-469	205	2	,	,	PUNCT
fusus-469	205	3	tgs2611	tgs2611	PROPN
fusus-469	205	4	shows	show	VERB
fusus-469	205	5	less	less	ADV
fusus-469	205	6	reliable	reliable	ADJ
fusus-469	205	7	behavior	behavior	NOUN
fusus-469	205	8	after	after	ADP
fusus-469	205	9	20	20	NUM
fusus-469	205	10	seconds	second	NOUN
fusus-469	205	11	,	,	PUNCT
fusus-469	205	12	with	with	ADP
fusus-469	205	13	its	its	PRON
fusus-469	205	14	voltage	voltage	NOUN
fusus-469	205	15	dropping	drop	VERB
fusus-469	205	16	to	to	ADP
fusus-469	205	17	a	a	DET
fusus-469	205	18	range	range	NOUN
fusus-469	205	19	of	of	ADP
fusus-469	205	20	2.5v	2.5v	NUM
fusus-469	205	21	to	to	ADP
fusus-469	205	22	4v	4v	NUM
fusus-469	205	23	by	by	ADP
fusus-469	205	24	120	120	NUM
fusus-469	205	25	seconds	second	NOUN
fusus-469	205	26	.	.	PUNCT
fusus-469	206	1	this	this	DET
fusus-469	206	2	decline	decline	NOUN
fusus-469	206	3	is	be	AUX
fusus-469	206	4	likely	likely	ADJ
fusus-469	206	5	due	due	ADJ
fusus-469	206	6	to	to	ADP
fusus-469	206	7	changes	change	NOUN
fusus-469	206	8	in	in	ADP
fusus-469	206	9	air	air	NOUN
fusus-469	206	10	saturation	saturation	NOUN
fusus-469	206	11	and	and	CCONJ
fusus-469	206	12	temperature	temperature	NOUN
fusus-469	206	13	variations	variation	NOUN
fusus-469	206	14	,	,	PUNCT
fusus-469	206	15	which	which	PRON
fusus-469	206	16	impact	impact	VERB
fusus-469	206	17	pollutant	pollutant	ADJ
fusus-469	206	18	levels	level	NOUN
fusus-469	206	19	and	and	CCONJ
fusus-469	206	20	sensor	sensor	NOUN
fusus-469	206	21	accuracy	accuracy	NOUN
fusus-469	206	22	.	.	PUNCT
fusus-469	207	1	buck	buck	NOUN
fusus-469	207	2	converter	converter	NOUN
fusus-469	207	3	ic	ic	PROPN
fusus-469	207	4	input	input	PROPN
fusus-469	207	5	voltage	voltage	NOUN
fusus-469	207	6	(	(	PUNCT
fusus-469	207	7	v	v	NOUN
fusus-469	207	8	)	)	PUNCT
fusus-469	207	9	time	time	NOUN
fusus-469	207	10	(	(	PUNCT
fusus-469	207	11	s	s	NOUN
fusus-469	207	12	)	)	PUNCT
fusus-469	207	13	output	output	NOUN
fusus-469	207	14	voltage	voltage	NOUN
fusus-469	207	15	(	(	PUNCT
fusus-469	207	16	v	v	NOUN
fusus-469	207	17	)	)	PUNCT
fusus-469	207	18	3a	3a	PROPN
fusus-469	207	19	current	current	ADJ
fusus-469	207	20	lm2576	lm2576	NOUN
fusus-469	207	21	12	12	NUM
fusus-469	207	22	5.07	5.07	NUM
fusus-469	207	23	500ma	500ma	ADJ
fusus-469	207	24	current	current	ADJ
fusus-469	207	25	lm2574	lm2574	NOUN
fusus-469	207	26	12	12	NUM
fusus-469	207	27	5.05	5.05	NUM
fusus-469	207	28	1a	1a	NOUN
fusus-469	207	29	current	current	ADJ
fusus-469	207	30	lm2575	lm2575	NOUN
fusus-469	207	31	12	12	NUM
fusus-469	207	32	0	0	NUM
fusus-469	207	33	-	-	SYM
fusus-469	207	34	19	19	NUM
fusus-469	207	35	4.02	4.02	NUM
fusus-469	207	36	20	20	NUM
fusus-469	207	37	-	-	SYM
fusus-469	207	38	29	29	NUM
fusus-469	207	39	4.11	4.11	NUM
fusus-469	207	40	30	30	NUM
fusus-469	207	41	-	-	SYM
fusus-469	207	42	39	39	NUM
fusus-469	207	43	4.21	4.21	NUM
fusus-469	207	44	40	40	NUM
fusus-469	207	45	-	-	SYM
fusus-469	207	46	49	49	NUM
fusus-469	207	47	4.31	4.31	NUM
fusus-469	207	48	50	50	NUM
fusus-469	207	49	-	-	SYM
fusus-469	207	50	59	59	NUM
fusus-469	207	51	4.41	4.41	NUM
fusus-469	207	52	60	60	NUM
fusus-469	207	53	-	-	SYM
fusus-469	207	54	69	69	NUM
fusus-469	207	55	4.50	4.50	NUM
fusus-469	207	56	70	70	NUM
fusus-469	207	57	-	-	SYM
fusus-469	207	58	79	79	NUM
fusus-469	207	59	4.60	4.60	NUM
fusus-469	207	60	80	80	NUM
fusus-469	207	61	-	-	SYM
fusus-469	207	62	89	89	NUM
fusus-469	207	63	4.74	4.74	NUM
fusus-469	207	64	90	90	NUM
fusus-469	207	65	-	-	SYM
fusus-469	207	66	99	99	NUM
fusus-469	207	67	4.82	4.82	NUM
fusus-469	207	68	100	100	NUM
fusus-469	207	69	-	-	SYM
fusus-469	207	70	109	109	NUM
fusus-469	207	71	4.94	4.94	NUM
fusus-469	207	72	110	110	NUM
fusus-469	207	73	-	-	SYM
fusus-469	207	74	119	119	NUM
fusus-469	207	75	5.03	5.03	NUM
fusus-469	207	76	120	120	NUM
fusus-469	207	77	-	-	SYM
fusus-469	207	78	129	129	NUM
fusus-469	207	79	4.02	4.02	NUM
fusus-469	207	80	ecq	ecq	NOUN
fusus-469	207	81	.	.	PUNCT
fusus-469	208	1	heng	heng	PROPN
fusus-469	208	2	et	et	PROPN
fusus-469	208	3	al	al	PROPN
fusus-469	208	4	.	.	PROPN
fusus-469	208	5	/future	/future	PROPN
fusus-469	209	1	sustainability	sustainability	PROPN
fusus-469	209	2	november	november	PROPN
fusus-469	209	3	2025|	2025|	NUM
fusus-469	209	4	volume	volume	NOUN
fusus-469	209	5	03	03	NUM
fusus-469	210	1	|	|	ADV
fusus-469	210	2	issue	issue	VERB
fusus-469	210	3	04	04	NUM
fusus-469	211	1	|	|	CCONJ
fusus-469	211	2	pages	page	VERB
fusus-469	211	3	32	32	NUM
fusus-469	211	4	-	-	SYM
fusus-469	211	5	46	46	NUM
fusus-469	211	6	39	39	NUM
fusus-469	211	7	for	for	ADP
fusus-469	211	8	good	good	ADJ
fusus-469	211	9	air	air	NOUN
fusus-469	211	10	quality	quality	NOUN
fusus-469	211	11	samples	sample	NOUN
fusus-469	211	12	,	,	PUNCT
fusus-469	211	13	as	as	SCONJ
fusus-469	211	14	shown	show	VERB
fusus-469	211	15	in	in	ADP
fusus-469	211	16	figure	figure	NOUN
fusus-469	211	17	15	15	NUM
fusus-469	211	18	,	,	PUNCT
fusus-469	211	19	the	the	DET
fusus-469	211	20	sensors	sensor	NOUN
fusus-469	211	21	maintain	maintain	VERB
fusus-469	211	22	stable	stable	ADJ
fusus-469	211	23	voltage	voltage	NOUN
fusus-469	211	24	levels	level	NOUN
fusus-469	211	25	below	below	ADP
fusus-469	211	26	2.5v	2.5v	NUM
fusus-469	211	27	,	,	PUNCT
fusus-469	211	28	reflecting	reflect	VERB
fusus-469	211	29	low	low	ADJ
fusus-469	211	30	concentrations	concentration	NOUN
fusus-469	211	31	of	of	ADP
fusus-469	211	32	co₂	co₂	NOUN
fusus-469	211	33	and	and	CCONJ
fusus-469	211	34	co	co	NOUN
fusus-469	211	35	in	in	ADP
fusus-469	211	36	the	the	DET
fusus-469	211	37	clean	clean	ADJ
fusus-469	211	38	air	air	NOUN
fusus-469	211	39	.	.	PUNCT
fusus-469	212	1	this	this	DET
fusus-469	212	2	steady	steady	ADJ
fusus-469	212	3	performance	performance	NOUN
fusus-469	212	4	indicates	indicate	VERB
fusus-469	212	5	the	the	DET
fusus-469	212	6	sensors	sensor	NOUN
fusus-469	212	7	’	'	PUNCT
fusus-469	212	8	reliability	reliability	NOUN
fusus-469	212	9	in	in	ADP
fusus-469	212	10	detecting	detect	VERB
fusus-469	212	11	minimal	minimal	ADJ
fusus-469	212	12	pollutant	pollutant	ADJ
fusus-469	212	13	levels	level	NOUN
fusus-469	212	14	.	.	PUNCT
fusus-469	213	1	in	in	ADP
fusus-469	213	2	figure	figure	NOUN
fusus-469	213	3	16	16	NUM
fusus-469	213	4	,	,	PUNCT
fusus-469	213	5	moderate	moderate	ADJ
fusus-469	213	6	air	air	NOUN
fusus-469	213	7	quality	quality	NOUN
fusus-469	213	8	samples	sample	NOUN
fusus-469	213	9	also	also	ADV
fusus-469	213	10	exhibit	exhibit	VERB
fusus-469	213	11	steady	steady	ADJ
fusus-469	213	12	voltage	voltage	NOUN
fusus-469	213	13	responses	response	NOUN
fusus-469	213	14	,	,	PUNCT
fusus-469	213	15	like	like	ADP
fusus-469	213	16	good	good	ADJ
fusus-469	213	17	air	air	NOUN
fusus-469	213	18	quality	quality	NOUN
fusus-469	213	19	.	.	PUNCT
fusus-469	214	1	the	the	DET
fusus-469	214	2	voltages	voltage	NOUN
fusus-469	214	3	remain	remain	VERB
fusus-469	214	4	below	below	ADP
fusus-469	214	5	2.5v	2.5v	NUM
fusus-469	214	6	,	,	PUNCT
fusus-469	214	7	placing	place	VERB
fusus-469	214	8	all	all	DET
fusus-469	214	9	moderate	moderate	ADJ
fusus-469	214	10	samples	sample	NOUN
fusus-469	214	11	in	in	ADP
fusus-469	214	12	the	the	DET
fusus-469	214	13	clean	clean	ADJ
fusus-469	214	14	air	air	NOUN
fusus-469	214	15	category	category	NOUN
fusus-469	214	16	.	.	PUNCT
fusus-469	215	1	a	a	DET
fusus-469	215	2	clear	clear	ADJ
fusus-469	215	3	distinction	distinction	NOUN
fusus-469	215	4	emerges	emerge	VERB
fusus-469	215	5	when	when	SCONJ
fusus-469	215	6	comparing	compare	VERB
fusus-469	215	7	bad	bad	ADJ
fusus-469	215	8	air	air	NOUN
fusus-469	215	9	samples	sample	NOUN
fusus-469	215	10	to	to	ADP
fusus-469	215	11	good	good	ADJ
fusus-469	215	12	and	and	CCONJ
fusus-469	215	13	moderate	moderate	ADJ
fusus-469	215	14	ones	one	NOUN
fusus-469	215	15	.	.	PUNCT
fusus-469	216	1	bad	bad	ADJ
fusus-469	216	2	air	air	NOUN
fusus-469	216	3	samples	sample	NOUN
fusus-469	216	4	produce	produce	VERB
fusus-469	216	5	significantly	significantly	ADV
fusus-469	216	6	higher	high	ADJ
fusus-469	216	7	voltage	voltage	NOUN
fusus-469	216	8	responses	response	NOUN
fusus-469	216	9	due	due	ADP
fusus-469	216	10	to	to	ADP
fusus-469	216	11	the	the	DET
fusus-469	216	12	higher	high	ADJ
fusus-469	216	13	concentrations	concentration	NOUN
fusus-469	216	14	of	of	ADP
fusus-469	216	15	co₂	co₂	NOUN
fusus-469	216	16	and	and	CCONJ
fusus-469	216	17	co	co	NOUN
fusus-469	216	18	,	,	PUNCT
fusus-469	216	19	while	while	SCONJ
fusus-469	216	20	good	good	ADJ
fusus-469	216	21	and	and	CCONJ
fusus-469	216	22	moderate	moderate	ADJ
fusus-469	216	23	samples	sample	NOUN
fusus-469	216	24	yield	yield	VERB
fusus-469	216	25	much	much	ADV
fusus-469	216	26	lower	low	ADJ
fusus-469	216	27	and	and	CCONJ
fusus-469	216	28	more	more	ADV
fusus-469	216	29	stable	stable	ADJ
fusus-469	216	30	outputs	output	NOUN
fusus-469	216	31	.	.	PUNCT
fusus-469	217	1	these	these	DET
fusus-469	217	2	findings	finding	NOUN
fusus-469	217	3	confirm	confirm	VERB
fusus-469	217	4	the	the	DET
fusus-469	217	5	sensors	sensor	NOUN
fusus-469	217	6	’	'	PUNCT
fusus-469	217	7	ability	ability	NOUN
fusus-469	217	8	to	to	PART
fusus-469	217	9	reliably	reliably	ADV
fusus-469	217	10	differentiate	differentiate	VERB
fusus-469	217	11	between	between	ADP
fusus-469	217	12	varying	vary	VERB
fusus-469	217	13	air	air	NOUN
fusus-469	217	14	quality	quality	NOUN
fusus-469	217	15	conditions	condition	NOUN
fusus-469	217	16	,	,	PUNCT
fusus-469	217	17	providing	provide	VERB
fusus-469	217	18	consistent	consistent	ADJ
fusus-469	217	19	and	and	CCONJ
fusus-469	217	20	accurate	accurate	ADJ
fusus-469	217	21	responses	response	NOUN
fusus-469	217	22	for	for	ADP
fusus-469	217	23	classifying	classify	VERB
fusus-469	217	24	pollutants	pollutant	NOUN
fusus-469	217	25	.	.	PUNCT
fusus-469	218	1	3.4	3.4	NUM
fusus-469	218	2	sensor	sensor	NOUN
fusus-469	218	3	accuracy	accuracy	NOUN
fusus-469	218	4	analysis	analysis	NOUN
fusus-469	218	5	table	table	NOUN
fusus-469	218	6	6	6	NUM
fusus-469	218	7	presents	present	VERB
fusus-469	218	8	the	the	DET
fusus-469	218	9	accuracy	accuracy	NOUN
fusus-469	218	10	of	of	ADP
fusus-469	218	11	four	four	NUM
fusus-469	218	12	gas	gas	NOUN
fusus-469	218	13	sensors	sensor	NOUN
fusus-469	218	14	:	:	PUNCT
fusus-469	218	15	tgs2600	tgs2600	PROPN
fusus-469	218	16	,	,	PUNCT
fusus-469	218	17	tgs2602	tgs2602	NOUN
fusus-469	218	18	,	,	PUNCT
fusus-469	218	19	tgs2620	tgs2620	NOUN
fusus-469	218	20	,	,	PUNCT
fusus-469	218	21	and	and	CCONJ
fusus-469	218	22	tgs2611	tgs2611	NOUN
fusus-469	218	23	,	,	PUNCT
fusus-469	218	24	in	in	ADP
fusus-469	218	25	detecting	detect	VERB
fusus-469	218	26	gases	gas	NOUN
fusus-469	218	27	at	at	ADP
fusus-469	218	28	various	various	ADJ
fusus-469	218	29	time	time	NOUN
fusus-469	218	30	intervals	interval	NOUN
fusus-469	218	31	ranging	range	VERB
fusus-469	218	32	from	from	ADP
fusus-469	218	33	25	25	NUM
fusus-469	218	34	to	to	PART
fusus-469	218	35	115	115	NUM
fusus-469	218	36	seconds	second	NOUN
fusus-469	218	37	.	.	PUNCT
fusus-469	219	1	the	the	DET
fusus-469	219	2	results	result	NOUN
fusus-469	219	3	indicate	indicate	VERB
fusus-469	219	4	that	that	SCONJ
fusus-469	219	5	optimal	optimal	ADJ
fusus-469	219	6	performance	performance	NOUN
fusus-469	219	7	occurred	occur	VERB
fusus-469	219	8	between	between	ADP
fusus-469	219	9	45	45	NUM
fusus-469	219	10	and	and	CCONJ
fusus-469	219	11	65	65	NUM
fusus-469	219	12	seconds	second	NOUN
fusus-469	219	13	,	,	PUNCT
fusus-469	219	14	where	where	SCONJ
fusus-469	219	15	all	all	DET
fusus-469	219	16	sensors	sensor	NOUN
fusus-469	219	17	achieved	achieve	VERB
fusus-469	219	18	their	their	PRON
fusus-469	219	19	highest	high	ADJ
fusus-469	219	20	accuracy	accuracy	NOUN
fusus-469	219	21	levels	level	NOUN
fusus-469	219	22	.	.	PUNCT
fusus-469	220	1	tgs2602	tgs2602	PROPN
fusus-469	220	2	recorded	record	VERB
fusus-469	220	3	the	the	DET
fusus-469	220	4	highest	high	ADJ
fusus-469	220	5	accuracy	accuracy	NOUN
fusus-469	220	6	of	of	ADP
fusus-469	220	7	65.33	65.33	NUM
fusus-469	220	8	%	%	NOUN
fusus-469	220	9	at	at	ADP
fusus-469	220	10	both	both	PRON
fusus-469	220	11	45	45	NUM
fusus-469	220	12	and	and	CCONJ
fusus-469	220	13	65	65	NUM
fusus-469	220	14	seconds	second	NOUN
fusus-469	220	15	,	,	PUNCT
fusus-469	220	16	followed	follow	VERB
fusus-469	220	17	closely	closely	ADV
fusus-469	220	18	by	by	ADP
fusus-469	220	19	tgs2600	tgs2600	PROPN
fusus-469	220	20	,	,	PUNCT
fusus-469	220	21	which	which	PRON
fusus-469	220	22	peaked	peak	VERB
fusus-469	220	23	at	at	ADP
fusus-469	220	24	62.67	62.67	NUM
fusus-469	220	25	%	%	NOUN
fusus-469	220	26	at	at	ADP
fusus-469	220	27	55	55	NUM
fusus-469	220	28	and	and	CCONJ
fusus-469	220	29	65	65	NUM
fusus-469	220	30	seconds	second	NOUN
fusus-469	220	31	.	.	PUNCT
fusus-469	221	1	figure	figure	NOUN
fusus-469	221	2	13	13	NUM
fusus-469	221	3	.	.	PUNCT
fusus-469	221	4	shape	shape	NOUN
fusus-469	221	5	of	of	ADP
fusus-469	221	6	sensor	sensor	NOUN
fusus-469	221	7	response	response	NOUN
fusus-469	221	8	curve	curve	NOUN
fusus-469	221	9	showing	show	VERB
fusus-469	221	10	instability	instability	NOUN
fusus-469	221	11	and	and	CCONJ
fusus-469	221	12	voltage	voltage	NOUN
fusus-469	221	13	drop	drop	NOUN
fusus-469	221	14	over	over	ADP
fusus-469	221	15	time	time	NOUN
fusus-469	221	16	in	in	ADP
fusus-469	221	17	bad	bad	ADJ
fusus-469	221	18	air	air	NOUN
fusus-469	221	19	quality	quality	NOUN
fusus-469	221	20	(	(	PUNCT
fusus-469	221	21	sample	sample	NOUN
fusus-469	221	22	2	2	NUM
fusus-469	221	23	)	)	PUNCT
fusus-469	221	24	figure	figure	NOUN
fusus-469	221	25	14	14	NUM
fusus-469	221	26	.	.	PUNCT
fusus-469	221	27	shape	shape	NOUN
fusus-469	221	28	of	of	ADP
fusus-469	221	29	sensor	sensor	NOUN
fusus-469	221	30	response	response	NOUN
fusus-469	221	31	curve	curve	NOUN
fusus-469	221	32	showing	show	VERB
fusus-469	221	33	instability	instability	NOUN
fusus-469	221	34	and	and	CCONJ
fusus-469	221	35	voltage	voltage	NOUN
fusus-469	221	36	drop	drop	NOUN
fusus-469	221	37	over	over	ADP
fusus-469	221	38	time	time	NOUN
fusus-469	221	39	in	in	ADP
fusus-469	221	40	bad	bad	ADJ
fusus-469	221	41	air	air	NOUN
fusus-469	221	42	quality	quality	NOUN
fusus-469	221	43	(	(	PUNCT
fusus-469	221	44	sample	sample	NOUN
fusus-469	221	45	8)	8)	NUM
fusus-469	221	46	ecq	ecq	NOUN
fusus-469	221	47	.	.	PUNCT
fusus-469	222	1	heng	heng	PROPN
fusus-469	222	2	et	et	PROPN
fusus-469	222	3	al	al	PROPN
fusus-469	222	4	.	.	PROPN
fusus-469	222	5	/future	/future	PROPN
fusus-469	223	1	sustainability	sustainability	PROPN
fusus-469	223	2	november	november	PROPN
fusus-469	223	3	2025|	2025|	NUM
fusus-469	223	4	volume	volume	NOUN
fusus-469	223	5	03	03	NUM
fusus-469	224	1	|	|	ADV
fusus-469	224	2	issue	issue	VERB
fusus-469	224	3	04	04	NUM
fusus-469	225	1	|	|	CCONJ
fusus-469	225	2	pages	page	VERB
fusus-469	225	3	32	32	NUM
fusus-469	225	4	-	-	SYM
fusus-469	225	5	46	46	NUM
fusus-469	225	6	40	40	NUM
fusus-469	225	7	tgs2620	tgs2620	NOUN
fusus-469	225	8	reached	reach	VERB
fusus-469	225	9	its	its	PRON
fusus-469	225	10	maximum	maximum	NOUN
fusus-469	225	11	of	of	ADP
fusus-469	225	12	60.00	60.00	NUM
fusus-469	225	13	%	%	NOUN
fusus-469	225	14	at	at	ADP
fusus-469	225	15	65	65	NUM
fusus-469	225	16	seconds	second	NOUN
fusus-469	225	17	,	,	PUNCT
fusus-469	225	18	while	while	SCONJ
fusus-469	225	19	tgs2611	tgs2611	NOUN
fusus-469	225	20	performed	perform	VERB
fusus-469	225	21	best	well	ADV
fusus-469	225	22	at	at	ADP
fusus-469	225	23	45	45	NUM
fusus-469	225	24	seconds	second	NOUN
fusus-469	225	25	with	with	ADP
fusus-469	225	26	an	an	DET
fusus-469	225	27	accuracy	accuracy	NOUN
fusus-469	225	28	of	of	ADP
fusus-469	225	29	58.67	58.67	NUM
fusus-469	225	30	%	%	NOUN
fusus-469	225	31	.	.	PUNCT
fusus-469	226	1	after	after	ADP
fusus-469	226	2	75	75	NUM
fusus-469	226	3	seconds	second	NOUN
fusus-469	226	4	,	,	PUNCT
fusus-469	226	5	the	the	DET
fusus-469	226	6	accuracy	accuracy	NOUN
fusus-469	226	7	of	of	ADP
fusus-469	226	8	most	most	ADJ
fusus-469	226	9	sensors	sensor	NOUN
fusus-469	226	10	either	either	CCONJ
fusus-469	226	11	declined	decline	VERB
fusus-469	226	12	or	or	CCONJ
fusus-469	226	13	stabilized	stabilize	VERB
fusus-469	226	14	,	,	PUNCT
fusus-469	226	15	with	with	ADP
fusus-469	226	16	tgs2602	tgs2602	NOUN
fusus-469	226	17	notably	notably	ADV
fusus-469	226	18	dropping	drop	VERB
fusus-469	226	19	to	to	ADP
fusus-469	226	20	a	a	DET
fusus-469	226	21	consistent	consistent	ADJ
fusus-469	226	22	52.00	52.00	NUM
fusus-469	226	23	%	%	NOUN
fusus-469	226	24	from	from	ADP
fusus-469	226	25	85	85	NUM
fusus-469	226	26	seconds	second	NOUN
fusus-469	226	27	onward	onward	ADV
fusus-469	226	28	.	.	PUNCT
fusus-469	227	1	these	these	DET
fusus-469	227	2	findings	finding	NOUN
fusus-469	227	3	suggest	suggest	VERB
fusus-469	227	4	that	that	SCONJ
fusus-469	227	5	the	the	DET
fusus-469	227	6	45to	45to	ADJ
fusus-469	227	7	65	65	NUM
fusus-469	227	8	-	-	PUNCT
fusus-469	227	9	second	second	NOUN
fusus-469	227	10	window	window	NOUN
fusus-469	227	11	is	be	AUX
fusus-469	227	12	the	the	DET
fusus-469	227	13	most	most	ADV
fusus-469	227	14	effective	effective	ADJ
fusus-469	227	15	period	period	NOUN
fusus-469	227	16	for	for	ADP
fusus-469	227	17	capturing	capture	VERB
fusus-469	227	18	accurate	accurate	ADJ
fusus-469	227	19	gas	gas	NOUN
fusus-469	227	20	detection	detection	NOUN
fusus-469	227	21	data	datum	NOUN
fusus-469	227	22	,	,	PUNCT
fusus-469	227	23	underscoring	underscore	VERB
fusus-469	227	24	the	the	DET
fusus-469	227	25	importance	importance	NOUN
fusus-469	227	26	of	of	ADP
fusus-469	227	27	timing	timing	NOUN
fusus-469	227	28	in	in	ADP
fusus-469	227	29	optimizing	optimize	VERB
fusus-469	227	30	sensor	sensor	NOUN
fusus-469	227	31	performance	performance	NOUN
fusus-469	227	32	.	.	PUNCT
fusus-469	228	1	table	table	NOUN
fusus-469	228	2	7	7	NUM
fusus-469	228	3	presents	present	VERB
fusus-469	228	4	the	the	DET
fusus-469	228	5	refined	refined	ADJ
fusus-469	228	6	analysis	analysis	NOUN
fusus-469	228	7	of	of	ADP
fusus-469	228	8	gas	gas	NOUN
fusus-469	228	9	sensor	sensor	NOUN
fusus-469	228	10	accuracy	accuracy	NOUN
fusus-469	228	11	for	for	ADP
fusus-469	228	12	four	four	NUM
fusus-469	228	13	sensor	sensor	NOUN
fusus-469	228	14	models	model	NOUN
fusus-469	228	15	:	:	PUNCT
fusus-469	228	16	tgs2600	tgs2600	NOUN
fusus-469	228	17	,	,	PUNCT
fusus-469	228	18	tgs2602	tgs2602	NOUN
fusus-469	228	19	,	,	PUNCT
fusus-469	228	20	tgs2620	tgs2620	NOUN
fusus-469	228	21	,	,	PUNCT
fusus-469	228	22	and	and	CCONJ
fusus-469	228	23	tgs2611	tgs2611	NOUN
fusus-469	228	24	,	,	PUNCT
fusus-469	228	25	measured	measure	VERB
fusus-469	228	26	across	across	ADP
fusus-469	228	27	time	time	NOUN
fusus-469	228	28	intervals	interval	NOUN
fusus-469	228	29	from	from	ADP
fusus-469	228	30	25	25	NUM
fusus-469	228	31	to	to	PART
fusus-469	228	32	115	115	NUM
fusus-469	228	33	seconds	second	NOUN
fusus-469	228	34	.	.	PUNCT
fusus-469	229	1	the	the	DET
fusus-469	229	2	results	result	NOUN
fusus-469	229	3	show	show	VERB
fusus-469	229	4	a	a	DET
fusus-469	229	5	notable	notable	ADJ
fusus-469	229	6	improvement	improvement	NOUN
fusus-469	229	7	in	in	ADP
fusus-469	229	8	detection	detection	NOUN
fusus-469	229	9	performance	performance	NOUN
fusus-469	229	10	compared	compare	VERB
fusus-469	229	11	to	to	ADP
fusus-469	229	12	the	the	DET
fusus-469	229	13	initial	initial	ADJ
fusus-469	229	14	analysis	analysis	NOUN
fusus-469	229	15	.	.	PUNCT
fusus-469	230	1	tgs2600	tgs2600	PROPN
fusus-469	230	2	maintained	maintain	VERB
fusus-469	230	3	a	a	DET
fusus-469	230	4	high	high	ADJ
fusus-469	230	5	and	and	CCONJ
fusus-469	230	6	consistent	consistent	ADJ
fusus-469	230	7	accuracy	accuracy	NOUN
fusus-469	230	8	of	of	ADP
fusus-469	230	9	92.86	92.86	NUM
fusus-469	230	10	%	%	NOUN
fusus-469	230	11	from	from	ADP
fusus-469	230	12	25	25	NUM
fusus-469	230	13	to	to	PART
fusus-469	230	14	55	55	NUM
fusus-469	230	15	seconds	second	NOUN
fusus-469	230	16	before	before	ADP
fusus-469	230	17	stabilizing	stabilize	VERB
fusus-469	230	18	at	at	ADP
fusus-469	230	19	91.43	91.43	NUM
fusus-469	230	20	%	%	NOUN
fusus-469	230	21	for	for	ADP
fusus-469	230	22	the	the	DET
fusus-469	230	23	remainder	remainder	NOUN
fusus-469	230	24	of	of	ADP
fusus-469	230	25	the	the	DET
fusus-469	230	26	test	test	NOUN
fusus-469	230	27	.	.	PUNCT
fusus-469	231	1	tgs2602	tgs2602	NOUN
fusus-469	231	2	improved	improve	VERB
fusus-469	231	3	to	to	ADP
fusus-469	231	4	91.43	91.43	NUM
fusus-469	231	5	%	%	NOUN
fusus-469	231	6	from	from	ADP
fusus-469	231	7	45	45	NUM
fusus-469	231	8	seconds	second	NOUN
fusus-469	231	9	onward	onward	ADV
fusus-469	231	10	,	,	PUNCT
fusus-469	231	11	while	while	SCONJ
fusus-469	231	12	tgs2620	tgs2620	NOUN
fusus-469	231	13	demonstrated	demonstrate	VERB
fusus-469	231	14	consistent	consistent	ADJ
fusus-469	231	15	accuracy	accuracy	NOUN
fusus-469	231	16	,	,	PUNCT
fusus-469	231	17	peaking	peak	VERB
fusus-469	231	18	at	at	ADP
fusus-469	231	19	92.86	92.86	NUM
fusus-469	231	20	%	%	NOUN
fusus-469	231	21	at	at	ADP
fusus-469	231	22	25	25	NUM
fusus-469	231	23	seconds	second	NOUN
fusus-469	231	24	and	and	CCONJ
fusus-469	231	25	maintaining	maintain	VERB
fusus-469	231	26	91.43	91.43	NUM
fusus-469	231	27	%	%	NOUN
fusus-469	231	28	throughout	throughout	ADP
fusus-469	231	29	most	most	ADJ
fusus-469	231	30	subsequent	subsequent	ADJ
fusus-469	231	31	intervals	interval	NOUN
fusus-469	231	32	.	.	PUNCT
fusus-469	232	1	tgs2611	tgs2611	PROPN
fusus-469	232	2	maintained	maintain	VERB
fusus-469	232	3	an	an	DET
fusus-469	232	4	accuracy	accuracy	NOUN
fusus-469	232	5	of	of	ADP
fusus-469	232	6	91.43	91.43	NUM
fusus-469	232	7	%	%	NOUN
fusus-469	232	8	across	across	ADP
fusus-469	232	9	nearly	nearly	ADV
fusus-469	232	10	all	all	PRON
fusus-469	232	11	time	time	NOUN
fusus-469	232	12	points	point	NOUN
fusus-469	232	13	,	,	PUNCT
fusus-469	232	14	with	with	ADP
fusus-469	232	15	a	a	DET
fusus-469	232	16	slight	slight	ADJ
fusus-469	232	17	increase	increase	NOUN
fusus-469	232	18	to	to	ADP
fusus-469	232	19	92.86	92.86	NUM
fusus-469	232	20	%	%	NOUN
fusus-469	232	21	at	at	ADP
fusus-469	232	22	105	105	NUM
fusus-469	232	23	seconds	second	NOUN
fusus-469	232	24	.	.	PUNCT
fusus-469	233	1	overall	overall	ADV
fusus-469	233	2	,	,	PUNCT
fusus-469	233	3	all	all	DET
fusus-469	233	4	four	four	NUM
fusus-469	233	5	sensors	sensor	NOUN
fusus-469	233	6	exhibited	exhibit	VERB
fusus-469	233	7	strong	strong	ADJ
fusus-469	233	8	and	and	CCONJ
fusus-469	233	9	stable	stable	ADJ
fusus-469	233	10	performance	performance	NOUN
fusus-469	233	11	with	with	ADP
fusus-469	233	12	minimal	minimal	ADJ
fusus-469	233	13	fluctuation	fluctuation	NOUN
fusus-469	233	14	after	after	ADP
fusus-469	233	15	45	45	NUM
fusus-469	233	16	seconds	second	NOUN
fusus-469	233	17	,	,	PUNCT
fusus-469	233	18	indicating	indicate	VERB
fusus-469	233	19	improved	improved	ADJ
fusus-469	233	20	system	system	NOUN
fusus-469	233	21	stability	stability	NOUN
fusus-469	233	22	and	and	CCONJ
fusus-469	233	23	sensor	sensor	NOUN
fusus-469	233	24	reliability	reliability	NOUN
fusus-469	233	25	under	under	ADP
fusus-469	233	26	refined	refined	ADJ
fusus-469	233	27	testing	testing	NOUN
fusus-469	233	28	conditions	condition	NOUN
fusus-469	233	29	.	.	PUNCT
fusus-469	234	1	at	at	ADP
fusus-469	234	2	25	25	NUM
fusus-469	234	3	seconds	second	NOUN
fusus-469	234	4	,	,	PUNCT
fusus-469	234	5	tgs2600	tgs2600	NOUN
fusus-469	234	6	and	and	CCONJ
fusus-469	234	7	tgs2620	tgs2620	PROPN
fusus-469	234	8	recorded	record	VERB
fusus-469	234	9	the	the	DET
fusus-469	234	10	highest	high	ADJ
fusus-469	234	11	accuracy	accuracy	NOUN
fusus-469	234	12	of	of	ADP
fusus-469	234	13	92.86	92.86	NUM
fusus-469	234	14	%	%	NOUN
fusus-469	234	15	,	,	PUNCT
fusus-469	234	16	effectively	effectively	ADV
fusus-469	234	17	detecting	detect	VERB
fusus-469	234	18	and	and	CCONJ
fusus-469	234	19	classifying	classify	VERB
fusus-469	234	20	air	air	NOUN
fusus-469	234	21	quality	quality	NOUN
fusus-469	234	22	as	as	ADP
fusus-469	234	23	good	good	ADJ
fusus-469	234	24	or	or	CCONJ
fusus-469	234	25	bad	bad	ADJ
fusus-469	234	26	.	.	PUNCT
fusus-469	235	1	tgs2602	tgs2602	NOUN
fusus-469	235	2	and	and	CCONJ
fusus-469	235	3	tgs2611	tgs2611	NOUN
fusus-469	235	4	followed	follow	VERB
fusus-469	235	5	closely	closely	ADV
fusus-469	235	6	with	with	ADP
fusus-469	235	7	accuracies	accuracy	NOUN
fusus-469	235	8	of	of	ADP
fusus-469	235	9	90.00	90.00	NUM
fusus-469	235	10	%	%	NOUN
fusus-469	235	11	and	and	CCONJ
fusus-469	235	12	91.43	91.43	NUM
fusus-469	235	13	%	%	NOUN
fusus-469	235	14	,	,	PUNCT
fusus-469	235	15	respectively	respectively	ADV
fusus-469	235	16	.	.	PUNCT
fusus-469	236	1	over	over	ADP
fusus-469	236	2	time	time	NOUN
fusus-469	236	3	,	,	PUNCT
fusus-469	236	4	all	all	DET
fusus-469	236	5	sensors	sensor	NOUN
fusus-469	236	6	stabilized	stabilize	VERB
fusus-469	236	7	at	at	ADP
fusus-469	236	8	91.43	91.43	NUM
fusus-469	236	9	%	%	NOUN
fusus-469	236	10	,	,	PUNCT
fusus-469	236	11	demonstrating	demonstrate	VERB
fusus-469	236	12	reliable	reliable	ADJ
fusus-469	236	13	and	and	CCONJ
fusus-469	236	14	consistent	consistent	ADJ
fusus-469	236	15	detection	detection	NOUN
fusus-469	236	16	capability	capability	NOUN
fusus-469	236	17	.	.	PUNCT
fusus-469	237	1	these	these	DET
fusus-469	237	2	findings	finding	NOUN
fusus-469	237	3	confirm	confirm	VERB
fusus-469	237	4	the	the	DET
fusus-469	237	5	sensors	sensor	NOUN
fusus-469	237	6	'	'	PART
fusus-469	237	7	ability	ability	NOUN
fusus-469	237	8	to	to	PART
fusus-469	237	9	accurately	accurately	ADV
fusus-469	237	10	differentiate	differentiate	VERB
fusus-469	237	11	between	between	ADP
fusus-469	237	12	air	air	NOUN
fusus-469	237	13	quality	quality	NOUN
fusus-469	237	14	conditions	condition	NOUN
fusus-469	237	15	.	.	PUNCT
fusus-469	238	1	tgs2600	tgs2600	NOUN
fusus-469	238	2	and	and	CCONJ
fusus-469	238	3	tgs2620	tgs2620	NOUN
fusus-469	238	4	showed	show	VERB
fusus-469	238	5	superior	superior	ADJ
fusus-469	238	6	early	early	ADJ
fusus-469	238	7	figure	figure	NOUN
fusus-469	238	8	15	15	NUM
fusus-469	238	9	.	.	PUNCT
fusus-469	238	10	shape	shape	NOUN
fusus-469	238	11	of	of	ADP
fusus-469	238	12	sensor	sensor	NOUN
fusus-469	238	13	response	response	NOUN
fusus-469	238	14	curve	curve	NOUN
fusus-469	238	15	showing	show	VERB
fusus-469	238	16	stable	stable	ADJ
fusus-469	238	17	voltage	voltage	NOUN
fusus-469	238	18	over	over	ADP
fusus-469	238	19	time	time	NOUN
fusus-469	238	20	in	in	ADP
fusus-469	238	21	good	good	ADJ
fusus-469	238	22	air	air	NOUN
fusus-469	238	23	quality	quality	NOUN
fusus-469	238	24	(	(	PUNCT
fusus-469	238	25	sample	sample	NOUN
fusus-469	238	26	24	24	NUM
fusus-469	238	27	)	)	PUNCT
fusus-469	238	28	figure	figure	NOUN
fusus-469	238	29	16	16	NUM
fusus-469	238	30	.	.	PUNCT
fusus-469	238	31	shape	shape	NOUN
fusus-469	238	32	of	of	ADP
fusus-469	238	33	sensor	sensor	NOUN
fusus-469	238	34	response	response	NOUN
fusus-469	238	35	curve	curve	NOUN
fusus-469	238	36	showing	show	VERB
fusus-469	238	37	stable	stable	ADJ
fusus-469	238	38	voltage	voltage	NOUN
fusus-469	238	39	over	over	ADP
fusus-469	238	40	time	time	NOUN
fusus-469	238	41	in	in	ADP
fusus-469	238	42	moderate	moderate	ADJ
fusus-469	238	43	air	air	NOUN
fusus-469	238	44	quality	quality	NOUN
fusus-469	238	45	(	(	PUNCT
fusus-469	238	46	sample	sample	NOUN
fusus-469	238	47	56	56	NUM
fusus-469	238	48	)	)	PUNCT
fusus-469	238	49	ecq	ecq	NOUN
fusus-469	238	50	.	.	PUNCT
fusus-469	239	1	heng	heng	PROPN
fusus-469	239	2	et	et	PROPN
fusus-469	239	3	al	al	PROPN
fusus-469	239	4	.	.	PROPN
fusus-469	239	5	/future	/future	PROPN
fusus-469	240	1	sustainability	sustainability	PROPN
fusus-469	240	2	november	november	PROPN
fusus-469	240	3	2025|	2025|	NUM
fusus-469	240	4	volume	volume	NOUN
fusus-469	240	5	03	03	NUM
fusus-469	241	1	|	|	ADV
fusus-469	241	2	issue	issue	VERB
fusus-469	241	3	04	04	NUM
fusus-469	242	1	|	|	CCONJ
fusus-469	242	2	pages	page	VERB
fusus-469	242	3	32	32	NUM
fusus-469	242	4	-	-	SYM
fusus-469	242	5	46	46	NUM
fusus-469	242	6	41	41	NUM
fusus-469	242	7	detection	detection	NOUN
fusus-469	242	8	performance	performance	NOUN
fusus-469	242	9	,	,	PUNCT
fusus-469	242	10	making	make	VERB
fusus-469	242	11	them	they	PRON
fusus-469	242	12	particularly	particularly	ADV
fusus-469	242	13	well	well	ADV
fusus-469	242	14	-	-	PUNCT
fusus-469	242	15	suited	suited	ADJ
fusus-469	242	16	for	for	ADP
fusus-469	242	17	both	both	CCONJ
fusus-469	242	18	short	short	ADJ
fusus-469	242	19	-	-	PUNCT
fusus-469	242	20	term	term	NOUN
fusus-469	242	21	and	and	CCONJ
fusus-469	242	22	long	long	ADJ
fusus-469	242	23	-	-	PUNCT
fusus-469	242	24	term	term	NOUN
fusus-469	242	25	air	air	NOUN
fusus-469	242	26	quality	quality	NOUN
fusus-469	242	27	monitoring	monitoring	NOUN
fusus-469	242	28	in	in	ADP
fusus-469	242	29	real	real	ADJ
fusus-469	242	30	-	-	PUNCT
fusus-469	242	31	world	world	NOUN
fusus-469	242	32	applications	application	NOUN
fusus-469	242	33	.	.	PUNCT
fusus-469	243	1	table	table	NOUN
fusus-469	243	2	6	6	NUM
fusus-469	243	3	.	.	PUNCT
fusus-469	244	1	the	the	DET
fusus-469	244	2	accuracy	accuracy	NOUN
fusus-469	244	3	of	of	ADP
fusus-469	244	4	the	the	DET
fusus-469	244	5	gas	gas	NOUN
fusus-469	244	6	sensors	sensor	NOUN
fusus-469	244	7	in	in	ADP
fusus-469	244	8	correctly	correctly	ADV
fusus-469	244	9	detecting	detect	VERB
fusus-469	244	10	gases	gas	NOUN
fusus-469	244	11	(	(	PUNCT
fusus-469	244	12	initial	initial	ADJ
fusus-469	244	13	analysis	analysis	NOUN
fusus-469	244	14	)	)	PUNCT
fusus-469	244	15	tgs2600	tgs2600	PROPN
fusus-469	244	16	tgs2602	tgs2602	PROPN
fusus-469	244	17	tgs2620	tgs2620	PROPN
fusus-469	244	18	tgs2611	tgs2611	PROPN
fusus-469	244	19	time	time	PROPN
fusus-469	244	20	(	(	PUNCT
fusus-469	244	21	s	s	NOUN
fusus-469	244	22	)	)	PUNCT
fusus-469	244	23	accuracy	accuracy	NOUN
fusus-469	244	24	(	(	PUNCT
fusus-469	244	25	%	%	NOUN
fusus-469	244	26	)	)	PUNCT
fusus-469	244	27	25	25	NUM
fusus-469	244	28	53.33	53.33	NUM
fusus-469	244	29	60.00	60.00	NUM
fusus-469	244	30	50.67	50.67	NUM
fusus-469	244	31	52.00	52.00	NUM
fusus-469	244	32	35	35	NUM
fusus-469	244	33	50.67	50.67	NUM
fusus-469	244	34	61.33	61.33	NUM
fusus-469	244	35	48.00	48.00	NUM
fusus-469	244	36	49.33	49.33	NUM
fusus-469	244	37	45	45	NUM
fusus-469	244	38	54.67	54.67	NUM
fusus-469	244	39	65.33	65.33	NUM
fusus-469	244	40	54.67	54.67	NUM
fusus-469	244	41	58.67	58.67	NUM
fusus-469	244	42	55	55	NUM
fusus-469	244	43	62.67	62.67	NUM
fusus-469	244	44	64.00	64.00	NUM
fusus-469	244	45	57.33	57.33	NUM
fusus-469	244	46	56.00	56.00	NUM
fusus-469	244	47	65	65	NUM
fusus-469	244	48	62.67	62.67	NUM
fusus-469	244	49	65.33	65.33	NUM
fusus-469	244	50	60.00	60.00	NUM
fusus-469	244	51	52.00	52.00	NUM
fusus-469	244	52	75	75	NUM
fusus-469	244	53	58.67	58.67	NUM
fusus-469	244	54	53.33	53.33	NUM
fusus-469	244	55	58.67	58.67	NUM
fusus-469	244	56	49.33	49.33	NUM
fusus-469	244	57	85	85	NUM
fusus-469	244	58	56.00	56.00	NUM
fusus-469	244	59	53.33	53.33	NUM
fusus-469	244	60	54.67	54.67	NUM
fusus-469	244	61	52.00	52.00	NUM
fusus-469	244	62	95	95	NUM
fusus-469	244	63	54.67	54.67	NUM
fusus-469	244	64	52.00	52.00	NUM
fusus-469	244	65	54.67	54.67	NUM
fusus-469	244	66	54.67	54.67	NUM
fusus-469	244	67	105	105	NUM
fusus-469	244	68	57.33	57.33	NUM
fusus-469	244	69	52.00	52.00	NUM
fusus-469	244	70	56.00	56.00	NUM
fusus-469	244	71	54.67	54.67	NUM
fusus-469	244	72	115	115	NUM
fusus-469	244	73	61.33	61.33	NUM
fusus-469	244	74	52.00	52.00	NUM
fusus-469	244	75	56.00	56.00	NUM
fusus-469	244	76	52.00	52.00	NUM
fusus-469	244	77	table	table	NOUN
fusus-469	244	78	7	7	NUM
fusus-469	244	79	.	.	PUNCT
fusus-469	245	1	the	the	DET
fusus-469	245	2	accuracy	accuracy	NOUN
fusus-469	245	3	of	of	ADP
fusus-469	245	4	gas	gas	NOUN
fusus-469	245	5	sensors	sensor	NOUN
fusus-469	245	6	in	in	ADP
fusus-469	245	7	correctly	correctly	ADV
fusus-469	245	8	detecting	detect	VERB
fusus-469	245	9	gases	gas	NOUN
fusus-469	245	10	(	(	PUNCT
fusus-469	245	11	refined	refined	ADJ
fusus-469	245	12	analysis	analysis	NOUN
fusus-469	245	13	)	)	PUNCT
fusus-469	245	14	tgs2600	tgs2600	PROPN
fusus-469	245	15	tgs2602	tgs2602	PROPN
fusus-469	245	16	tgs2620	tgs2620	PROPN
fusus-469	245	17	tgs2611	tgs2611	PROPN
fusus-469	245	18	time	time	PROPN
fusus-469	245	19	(	(	PUNCT
fusus-469	245	20	s	s	NOUN
fusus-469	245	21	)	)	PUNCT
fusus-469	245	22	accuracy	accuracy	NOUN
fusus-469	245	23	(	(	PUNCT
fusus-469	245	24	%	%	NOUN
fusus-469	245	25	)	)	PUNCT
fusus-469	245	26	25	25	NUM
fusus-469	245	27	92.86	92.86	NUM
fusus-469	245	28	90.00	90.00	NUM
fusus-469	245	29	92.86	92.86	NUM
fusus-469	245	30	91.43	91.43	NUM
fusus-469	245	31	35	35	NUM
fusus-469	245	32	92.86	92.86	NUM
fusus-469	245	33	90.00	90.00	NUM
fusus-469	245	34	91.43	91.43	NUM
fusus-469	245	35	91.43	91.43	NUM
fusus-469	245	36	45	45	NUM
fusus-469	245	37	92.86	92.86	NUM
fusus-469	245	38	91.43	91.43	NUM
fusus-469	245	39	91.43	91.43	NUM
fusus-469	245	40	91.43	91.43	NUM
fusus-469	245	41	55	55	NUM
fusus-469	245	42	92.86	92.86	NUM
fusus-469	245	43	91.43	91.43	NUM
fusus-469	245	44	91.43	91.43	NUM
fusus-469	245	45	91.43	91.43	NUM
fusus-469	245	46	65	65	NUM
fusus-469	245	47	91.43	91.43	NUM
fusus-469	245	48	91.43	91.43	NUM
fusus-469	245	49	91.43	91.43	NUM
fusus-469	245	50	91.43	91.43	NUM
fusus-469	245	51	75	75	NUM
fusus-469	245	52	91.43	91.43	NUM
fusus-469	245	53	91.43	91.43	NUM
fusus-469	245	54	91.43	91.43	NUM
fusus-469	245	55	91.43	91.43	NUM
fusus-469	245	56	85	85	NUM
fusus-469	245	57	91.43	91.43	NUM
fusus-469	245	58	91.43	91.43	NUM
fusus-469	245	59	91.43	91.43	NUM
fusus-469	245	60	91.43	91.43	NUM
fusus-469	245	61	95	95	NUM
fusus-469	245	62	91.43	91.43	NUM
fusus-469	245	63	91.43	91.43	NUM
fusus-469	245	64	91.43	91.43	NUM
fusus-469	245	65	91.43	91.43	NUM
fusus-469	245	66	105	105	NUM
fusus-469	245	67	91.43	91.43	NUM
fusus-469	245	68	91.43	91.43	NUM
fusus-469	245	69	91.43	91.43	NUM
fusus-469	245	70	92.86	92.86	NUM
fusus-469	245	71	115	115	NUM
fusus-469	245	72	91.43	91.43	NUM
fusus-469	245	73	91.43	91.43	NUM
fusus-469	245	74	90.00	90.00	NUM
fusus-469	245	75	91.43	91.43	NUM
fusus-469	245	76	the	the	DET
fusus-469	245	77	sensor	sensor	NOUN
fusus-469	245	78	response	response	NOUN
fusus-469	245	79	to	to	ADP
fusus-469	245	80	different	different	ADJ
fusus-469	245	81	air	air	NOUN
fusus-469	245	82	quality	quality	NOUN
fusus-469	245	83	samples	sample	NOUN
fusus-469	245	84	categorized	categorize	VERB
fusus-469	245	85	as	as	ADP
fusus-469	245	86	"	"	PUNCT
fusus-469	245	87	bad	bad	ADJ
fusus-469	245	88	,	,	PUNCT
fusus-469	245	89	"	"	PUNCT
fusus-469	245	90	"	"	PUNCT
fusus-469	245	91	good	good	ADJ
fusus-469	245	92	,	,	PUNCT
fusus-469	245	93	"	"	PUNCT
fusus-469	245	94	and	and	CCONJ
fusus-469	245	95	"	"	PUNCT
fusus-469	245	96	moderate	moderate	ADJ
fusus-469	245	97	"	"	PUNCT
fusus-469	245	98	is	be	AUX
fusus-469	245	99	illustrated	illustrate	VERB
fusus-469	245	100	in	in	ADP
fusus-469	245	101	figure	figure	NOUN
fusus-469	245	102	13	13	NUM
fusus-469	245	103	,	,	PUNCT
fusus-469	245	104	figure	figure	NOUN
fusus-469	245	105	14	14	NUM
fusus-469	245	106	,	,	PUNCT
fusus-469	245	107	figure	figure	VERB
fusus-469	245	108	15	15	NUM
fusus-469	245	109	,	,	PUNCT
fusus-469	245	110	and	and	CCONJ
fusus-469	245	111	figure	figure	VERB
fusus-469	245	112	16	16	NUM
fusus-469	245	113	,	,	PUNCT
fusus-469	245	114	respectively	respectively	ADV
fusus-469	245	115	.	.	PUNCT
fusus-469	246	1	these	these	DET
fusus-469	246	2	graphs	graph	NOUN
fusus-469	246	3	correspond	correspond	VERB
fusus-469	246	4	to	to	ADP
fusus-469	246	5	sample	sample	NOUN
fusus-469	246	6	2	2	NUM
fusus-469	246	7	,	,	PUNCT
fusus-469	246	8	sample	sample	NOUN
fusus-469	246	9	8	8	NUM
fusus-469	246	10	,	,	PUNCT
fusus-469	246	11	sample	sample	NOUN
fusus-469	246	12	24	24	NUM
fusus-469	246	13	,	,	PUNCT
fusus-469	246	14	and	and	CCONJ
fusus-469	246	15	sample	sample	NOUN
fusus-469	246	16	56	56	NUM
fusus-469	246	17	.	.	PUNCT
fusus-469	247	1	each	each	DET
fusus-469	247	2	graph	graph	NOUN
fusus-469	247	3	plots	plot	VERB
fusus-469	247	4	the	the	DET
fusus-469	247	5	sensor	sensor	NOUN
fusus-469	247	6	output	output	NOUN
fusus-469	247	7	voltage	voltage	NOUN
fusus-469	247	8	over	over	ADP
fusus-469	247	9	time	time	NOUN
fusus-469	247	10	(	(	PUNCT
fusus-469	247	11	in	in	ADP
fusus-469	247	12	seconds	second	NOUN
fusus-469	247	13	)	)	PUNCT
fusus-469	247	14	for	for	ADP
fusus-469	247	15	the	the	DET
fusus-469	247	16	four	four	NUM
fusus-469	247	17	metal	metal	NOUN
fusus-469	247	18	oxide	oxide	NOUN
fusus-469	247	19	semiconductor	semiconductor	NOUN
fusus-469	247	20	(	(	PUNCT
fusus-469	247	21	mos	mos	NOUN
fusus-469	247	22	)	)	PUNCT
fusus-469	247	23	sensors	sensor	NOUN
fusus-469	247	24	used	use	VERB
fusus-469	247	25	in	in	ADP
fusus-469	247	26	the	the	DET
fusus-469	247	27	study	study	NOUN
fusus-469	247	28	.	.	PUNCT
fusus-469	248	1	for	for	ADP
fusus-469	248	2	the	the	DET
fusus-469	248	3	bad	bad	ADJ
fusus-469	248	4	air	air	NOUN
fusus-469	248	5	sample	sample	NOUN
fusus-469	248	6	(	(	PUNCT
fusus-469	248	7	sample	sample	NOUN
fusus-469	248	8	2	2	NUM
fusus-469	248	9	&	&	CCONJ
fusus-469	248	10	8)	8)	NUM
fusus-469	248	11	,	,	PUNCT
fusus-469	248	12	the	the	DET
fusus-469	248	13	sensor	sensor	NOUN
fusus-469	248	14	output	output	NOUN
fusus-469	248	15	voltage	voltage	NOUN
fusus-469	248	16	rises	rise	VERB
fusus-469	248	17	sharply	sharply	ADV
fusus-469	248	18	and	and	CCONJ
fusus-469	248	19	stabilizes	stabilize	VERB
fusus-469	248	20	at	at	ADP
fusus-469	248	21	high	high	ADJ
fusus-469	248	22	levels	level	NOUN
fusus-469	248	23	,	,	PUNCT
fusus-469	248	24	reflecting	reflect	VERB
fusus-469	248	25	strong	strong	ADJ
fusus-469	248	26	detection	detection	NOUN
fusus-469	248	27	of	of	ADP
fusus-469	248	28	high	high	ADJ
fusus-469	248	29	pollutant	pollutant	ADJ
fusus-469	248	30	concentrations	concentration	NOUN
fusus-469	248	31	typical	typical	ADJ
fusus-469	248	32	of	of	ADP
fusus-469	248	33	poor	poor	ADJ
fusus-469	248	34	air	air	NOUN
fusus-469	248	35	quality	quality	NOUN
fusus-469	248	36	.	.	PUNCT
fusus-469	249	1	for	for	ADP
fusus-469	249	2	the	the	DET
fusus-469	249	3	good	good	ADJ
fusus-469	249	4	air	air	NOUN
fusus-469	249	5	sample	sample	NOUN
fusus-469	249	6	(	(	PUNCT
fusus-469	249	7	sample	sample	NOUN
fusus-469	249	8	24	24	NUM
fusus-469	249	9	)	)	PUNCT
fusus-469	249	10	,	,	PUNCT
fusus-469	249	11	voltage	voltage	NOUN
fusus-469	249	12	readings	reading	NOUN
fusus-469	249	13	are	be	AUX
fusus-469	249	14	significantly	significantly	ADV
fusus-469	249	15	lower	low	ADJ
fusus-469	249	16	,	,	PUNCT
fusus-469	249	17	stabilizing	stabilize	VERB
fusus-469	249	18	at	at	ADP
fusus-469	249	19	low	low	ADJ
fusus-469	249	20	levels	level	NOUN
fusus-469	249	21	,	,	PUNCT
fusus-469	249	22	indicating	indicate	VERB
fusus-469	249	23	reduced	reduce	VERB
fusus-469	249	24	pollutants	pollutant	NOUN
fusus-469	249	25	and	and	CCONJ
fusus-469	249	26	cleaner	clean	ADJ
fusus-469	249	27	air	air	NOUN
fusus-469	249	28	.	.	PUNCT
fusus-469	250	1	for	for	ADP
fusus-469	250	2	the	the	DET
fusus-469	250	3	moderate	moderate	ADJ
fusus-469	250	4	air	air	NOUN
fusus-469	250	5	sample	sample	NOUN
fusus-469	250	6	(	(	PUNCT
fusus-469	250	7	sample	sample	NOUN
fusus-469	250	8	56	56	NUM
fusus-469	250	9	)	)	PUNCT
fusus-469	250	10	,	,	PUNCT
fusus-469	250	11	voltage	voltage	NOUN
fusus-469	250	12	readings	reading	NOUN
fusus-469	250	13	fall	fall	VERB
fusus-469	250	14	between	between	ADP
fusus-469	250	15	the	the	DET
fusus-469	250	16	bad	bad	ADJ
fusus-469	250	17	and	and	CCONJ
fusus-469	250	18	good	good	ADJ
fusus-469	250	19	samples	sample	NOUN
fusus-469	250	20	,	,	PUNCT
fusus-469	250	21	showing	show	VERB
fusus-469	250	22	a	a	DET
fusus-469	250	23	moderate	moderate	ADJ
fusus-469	250	24	rise	rise	NOUN
fusus-469	250	25	and	and	CCONJ
fusus-469	250	26	stabilization	stabilization	NOUN
fusus-469	250	27	,	,	PUNCT
fusus-469	250	28	effectively	effectively	ADV
fusus-469	250	29	capturing	capture	VERB
fusus-469	250	30	intermediate	intermediate	ADJ
fusus-469	250	31	air	air	NOUN
fusus-469	250	32	quality	quality	NOUN
fusus-469	250	33	conditions	condition	NOUN
fusus-469	250	34	.	.	PUNCT
fusus-469	251	1	these	these	DET
fusus-469	251	2	results	result	NOUN
fusus-469	251	3	confirm	confirm	VERB
fusus-469	251	4	the	the	DET
fusus-469	251	5	sensors	sensor	NOUN
fusus-469	251	6	’	'	PUNCT
fusus-469	251	7	ability	ability	NOUN
fusus-469	251	8	to	to	PART
fusus-469	251	9	differentiate	differentiate	VERB
fusus-469	251	10	between	between	ADP
fusus-469	251	11	varying	vary	VERB
fusus-469	251	12	pollution	pollution	NOUN
fusus-469	251	13	levels	level	NOUN
fusus-469	251	14	.	.	PUNCT
fusus-469	252	1	3.5	3.5	NUM
fusus-469	252	2	classification	classification	NOUN
fusus-469	252	3	results	result	VERB
fusus-469	252	4	the	the	DET
fusus-469	252	5	best	well	ADV
fusus-469	252	6	-	-	PUNCT
fusus-469	252	7	performing	perform	VERB
fusus-469	252	8	classification	classification	NOUN
fusus-469	252	9	models	model	NOUN
fusus-469	252	10	and	and	CCONJ
fusus-469	252	11	their	their	PRON
fusus-469	252	12	corresponding	correspond	VERB
fusus-469	252	13	validation	validation	NOUN
fusus-469	252	14	and	and	CCONJ
fusus-469	252	15	classification	classification	NOUN
fusus-469	252	16	accuracies	accuracy	NOUN
fusus-469	252	17	are	be	AUX
fusus-469	252	18	summarized	summarize	VERB
fusus-469	252	19	in	in	ADP
fusus-469	252	20	table	table	NOUN
fusus-469	252	21	8	8	NUM
fusus-469	252	22	.	.	PUNCT
fusus-469	253	1	the	the	DET
fusus-469	253	2	table	table	NOUN
fusus-469	253	3	highlights	highlight	VERB
fusus-469	253	4	the	the	PRON
fusus-469	253	5	topperforming	topperforme	VERB
fusus-469	253	6	classification	classification	NOUN
fusus-469	253	7	models	model	NOUN
fusus-469	253	8	:	:	PUNCT
fusus-469	253	9	bagged	bagged	ADJ
fusus-469	253	10	trees	tree	NOUN
fusus-469	253	11	,	,	PUNCT
fusus-469	253	12	tri	tri	ADJ
fusus-469	253	13	-	-	ADJ
fusus-469	253	14	layer	layer	ADJ
fusus-469	253	15	neural	neural	ADJ
fusus-469	253	16	network	network	NOUN
fusus-469	253	17	,	,	PUNCT
fusus-469	253	18	svm	svm	ADJ
fusus-469	253	19	kernel	kernel	NOUN
fusus-469	253	20	,	,	PUNCT
fusus-469	253	21	and	and	CCONJ
fusus-469	253	22	logistic	logistic	ADJ
fusus-469	253	23	regression	regression	NOUN
fusus-469	253	24	kernel	kernel	NOUN
fusus-469	253	25	.	.	PUNCT
fusus-469	254	1	all	all	DET
fusus-469	254	2	models	model	NOUN
fusus-469	254	3	achieved	achieve	VERB
fusus-469	254	4	a	a	DET
fusus-469	254	5	classification	classification	NOUN
fusus-469	254	6	accuracy	accuracy	NOUN
fusus-469	254	7	of	of	ADP
fusus-469	254	8	100	100	NUM
fusus-469	254	9	%	%	NOUN
fusus-469	254	10	,	,	PUNCT
fusus-469	254	11	correctly	correctly	ADV
fusus-469	254	12	classifying	classify	VERB
fusus-469	254	13	all	all	DET
fusus-469	254	14	training	training	NOUN
fusus-469	254	15	data	datum	NOUN
fusus-469	254	16	without	without	ADP
fusus-469	254	17	misclassification	misclassification	NOUN
fusus-469	254	18	.	.	PUNCT
fusus-469	255	1	for	for	ADP
fusus-469	255	2	validation	validation	NOUN
fusus-469	255	3	accuracy	accuracy	NOUN
fusus-469	255	4	,	,	PUNCT
fusus-469	255	5	each	each	DET
fusus-469	255	6	model	model	NOUN
fusus-469	255	7	recorded	record	VERB
fusus-469	255	8	93.33	93.33	NUM
fusus-469	255	9	%	%	NOUN
fusus-469	255	10	,	,	PUNCT
fusus-469	255	11	indicating	indicate	VERB
fusus-469	255	12	strong	strong	ADJ
fusus-469	255	13	generalization	generalization	NOUN
fusus-469	255	14	and	and	CCONJ
fusus-469	255	15	consistent	consistent	ADJ
fusus-469	255	16	reliability	reliability	NOUN
fusus-469	255	17	when	when	SCONJ
fusus-469	255	18	applied	apply	VERB
fusus-469	255	19	to	to	ADP
fusus-469	255	20	unseen	unseen	ADJ
fusus-469	255	21	data	datum	NOUN
fusus-469	255	22	.	.	PUNCT
fusus-469	256	1	the	the	DET
fusus-469	256	2	confusion	confusion	NOUN
fusus-469	256	3	matrices	matrix	NOUN
fusus-469	256	4	for	for	ADP
fusus-469	256	5	the	the	DET
fusus-469	256	6	four	four	NUM
fusus-469	256	7	best	well	ADV
fusus-469	256	8	-	-	PUNCT
fusus-469	256	9	performing	perform	VERB
fusus-469	256	10	models	model	NOUN
fusus-469	256	11	(	(	PUNCT
fusus-469	256	12	bagged	bag	VERB
fusus-469	256	13	trees	tree	NOUN
fusus-469	256	14	,	,	PUNCT
fusus-469	256	15	tri	tri	ADJ
fusus-469	256	16	-	-	ADJ
fusus-469	256	17	layer	layer	ADJ
fusus-469	256	18	neural	neural	ADJ
fusus-469	256	19	network	network	NOUN
fusus-469	256	20	,	,	PUNCT
fusus-469	256	21	svm	svm	ADJ
fusus-469	256	22	kernel	kernel	NOUN
fusus-469	256	23	,	,	PUNCT
fusus-469	256	24	and	and	CCONJ
fusus-469	256	25	logistic	logistic	ADJ
fusus-469	256	26	regression	regression	NOUN
fusus-469	256	27	kernel	kernel	PROPN
fusus-469	256	28	)	)	PUNCT
fusus-469	256	29	are	be	AUX
fusus-469	256	30	shown	show	VERB
fusus-469	256	31	in	in	ADP
fusus-469	256	32	table	table	NOUN
fusus-469	256	33	9	9	NUM
fusus-469	256	34	.	.	PUNCT
fusus-469	257	1	these	these	DET
fusus-469	257	2	matrices	matrix	NOUN
fusus-469	257	3	provide	provide	VERB
fusus-469	257	4	a	a	DET
fusus-469	257	5	detailed	detailed	ADJ
fusus-469	257	6	view	view	NOUN
fusus-469	257	7	of	of	ADP
fusus-469	257	8	each	each	DET
fusus-469	257	9	model	model	NOUN
fusus-469	257	10	’s	’s	PART
fusus-469	257	11	ability	ability	NOUN
fusus-469	257	12	to	to	PART
fusus-469	257	13	classify	classify	VERB
fusus-469	257	14	air	air	NOUN
fusus-469	257	15	quality	quality	NOUN
fusus-469	257	16	samples	sample	NOUN
fusus-469	257	17	into	into	ADP
fusus-469	257	18	“	"	PUNCT
fusus-469	257	19	bad	bad	ADJ
fusus-469	257	20	,	,	PUNCT
fusus-469	257	21	”	"	PUNCT
fusus-469	257	22	“	"	PUNCT
fusus-469	257	23	good	good	ADJ
fusus-469	257	24	,	,	PUNCT
fusus-469	257	25	”	"	PUNCT
fusus-469	257	26	and	and	CCONJ
fusus-469	257	27	“	"	PUNCT
fusus-469	257	28	moderate	moderate	ADJ
fusus-469	257	29	”	"	PUNCT
fusus-469	257	30	categories	category	NOUN
fusus-469	257	31	.	.	PUNCT
fusus-469	258	1	among	among	ADP
fusus-469	258	2	the	the	DET
fusus-469	258	3	models	model	NOUN
fusus-469	258	4	,	,	PUNCT
fusus-469	258	5	bagged	bag	VERB
fusus-469	258	6	trees	tree	NOUN
fusus-469	258	7	demonstrated	demonstrate	VERB
fusus-469	258	8	the	the	DET
fusus-469	258	9	best	good	ADJ
fusus-469	258	10	performance	performance	NOUN
fusus-469	258	11	,	,	PUNCT
fusus-469	258	12	with	with	ADP
fusus-469	258	13	minimal	minimal	ADJ
fusus-469	258	14	misclassifications	misclassification	NOUN
fusus-469	258	15	.	.	PUNCT
fusus-469	259	1	specifically	specifically	ADV
fusus-469	259	2	,	,	PUNCT
fusus-469	259	3	only	only	ADV
fusus-469	259	4	one	one	NUM
fusus-469	259	5	“	"	PUNCT
fusus-469	259	6	good	good	ADJ
fusus-469	259	7	”	"	PUNCT
fusus-469	259	8	sample	sample	NOUN
fusus-469	259	9	was	be	AUX
fusus-469	259	10	classified	classify	VERB
fusus-469	259	11	as	as	ADP
fusus-469	259	12	“	"	PUNCT
fusus-469	259	13	moderate	moderate	ADJ
fusus-469	259	14	,	,	PUNCT
fusus-469	259	15	”	"	PUNCT
fusus-469	259	16	and	and	CCONJ
fusus-469	259	17	one	one	NUM
fusus-469	259	18	“	"	PUNCT
fusus-469	259	19	moderate	moderate	ADJ
fusus-469	259	20	”	"	PUNCT
fusus-469	259	21	sample	sample	NOUN
fusus-469	259	22	was	be	AUX
fusus-469	259	23	classified	classify	VERB
fusus-469	259	24	as	as	ADP
fusus-469	259	25	“	"	PUNCT
fusus-469	259	26	good	good	ADJ
fusus-469	259	27	,	,	PUNCT
fusus-469	259	28	”	"	PUNCT
fusus-469	259	29	reflecting	reflect	VERB
fusus-469	259	30	high	high	ADJ
fusus-469	259	31	reliability	reliability	NOUN
fusus-469	259	32	and	and	CCONJ
fusus-469	259	33	robustness	robustness	NOUN
fusus-469	259	34	.	.	PUNCT
fusus-469	260	1	the	the	DET
fusus-469	260	2	tri	tri	ADJ
fusus-469	260	3	-	-	ADJ
fusus-469	260	4	layer	layer	ADJ
fusus-469	260	5	neural	neural	ADJ
fusus-469	260	6	network	network	NOUN
fusus-469	260	7	also	also	ADV
fusus-469	260	8	achieved	achieve	VERB
fusus-469	260	9	strong	strong	ADJ
fusus-469	260	10	results	result	NOUN
fusus-469	260	11	,	,	PUNCT
fusus-469	260	12	but	but	CCONJ
fusus-469	260	13	it	it	PRON
fusus-469	260	14	exhibited	exhibit	VERB
fusus-469	260	15	slightly	slightly	ADV
fusus-469	260	16	more	more	ADJ
fusus-469	260	17	errors	error	NOUN
fusus-469	260	18	,	,	PUNCT
fusus-469	260	19	misclassifying	misclassifye	VERB
fusus-469	260	20	three	three	NUM
fusus-469	260	21	“	"	PUNCT
fusus-469	260	22	bad	bad	ADJ
fusus-469	260	23	”	"	PUNCT
fusus-469	260	24	samples	sample	NOUN
fusus-469	260	25	as	as	ADP
fusus-469	260	26	“	"	PUNCT
fusus-469	260	27	good	good	ADJ
fusus-469	260	28	”	"	PUNCT
fusus-469	260	29	and	and	CCONJ
fusus-469	260	30	one	one	NUM
fusus-469	260	31	“	"	PUNCT
fusus-469	260	32	moderate	moderate	ADJ
fusus-469	260	33	”	"	PUNCT
fusus-469	260	34	sample	sample	NOUN
fusus-469	260	35	as	as	ADP
fusus-469	260	36	“	"	PUNCT
fusus-469	260	37	good	good	ADJ
fusus-469	260	38	,	,	PUNCT
fusus-469	260	39	”	"	PUNCT
fusus-469	260	40	suggesting	suggest	VERB
fusus-469	260	41	reduced	reduce	VERB
fusus-469	260	42	sensitivity	sensitivity	NOUN
fusus-469	260	43	in	in	ADP
fusus-469	260	44	identifying	identify	VERB
fusus-469	260	45	poor	poor	ADJ
fusus-469	260	46	air	air	NOUN
fusus-469	260	47	quality	quality	NOUN
fusus-469	260	48	.	.	PUNCT
fusus-469	261	1	the	the	DET
fusus-469	261	2	svm	svm	PROPN
fusus-469	261	3	kernel	kernel	PROPN
fusus-469	261	4	model	model	PROPN
fusus-469	261	5	performed	perform	VERB
fusus-469	261	6	consistently	consistently	ADV
fusus-469	261	7	,	,	PUNCT
fusus-469	261	8	with	with	ADP
fusus-469	261	9	balanced	balanced	ADJ
fusus-469	261	10	classification	classification	NOUN
fusus-469	261	11	across	across	ADP
fusus-469	261	12	categories	category	NOUN
fusus-469	261	13	.	.	PUNCT
fusus-469	262	1	however	however	ADV
fusus-469	262	2	,	,	PUNCT
fusus-469	262	3	it	it	PRON
fusus-469	262	4	struggled	struggle	VERB
fusus-469	262	5	with	with	ADP
fusus-469	262	6	borderline	borderline	NOUN
fusus-469	262	7	cases	case	NOUN
fusus-469	262	8	,	,	PUNCT
fusus-469	262	9	misclassifying	misclassifye	VERB
fusus-469	262	10	two	two	NUM
fusus-469	262	11	“	"	PUNCT
fusus-469	262	12	bad	bad	ADJ
fusus-469	262	13	”	"	PUNCT
fusus-469	262	14	samples	sample	NOUN
fusus-469	262	15	as	as	ADP
fusus-469	262	16	“	"	PUNCT
fusus-469	262	17	moderate	moderate	ADJ
fusus-469	262	18	”	"	PUNCT
fusus-469	262	19	and	and	CCONJ
fusus-469	262	20	one	one	NUM
fusus-469	262	21	“	"	PUNCT
fusus-469	262	22	good	good	ADJ
fusus-469	262	23	”	"	PUNCT
fusus-469	262	24	sample	sample	NOUN
fusus-469	262	25	as	as	ADP
fusus-469	262	26	“	"	PUNCT
fusus-469	262	27	moderate	moderate	ADJ
fusus-469	262	28	.	.	PUNCT
fusus-469	262	29	”	"	PUNCT
fusus-469	263	1	logistic	logistic	ADJ
fusus-469	263	2	regression	regression	NOUN
fusus-469	263	3	kernel	kernel	PROPN
fusus-469	263	4	showed	show	VERB
fusus-469	263	5	the	the	DET
fusus-469	263	6	highest	high	ADJ
fusus-469	263	7	misclassification	misclassification	NOUN
fusus-469	263	8	rates	rate	NOUN
fusus-469	263	9	,	,	PUNCT
fusus-469	263	10	with	with	ADP
fusus-469	263	11	two	two	NUM
fusus-469	263	12	“	"	PUNCT
fusus-469	263	13	bad	bad	ADJ
fusus-469	263	14	”	"	PUNCT
fusus-469	263	15	samples	sample	NOUN
fusus-469	263	16	classified	classify	VERB
fusus-469	263	17	as	as	ADP
fusus-469	263	18	“	"	PUNCT
fusus-469	263	19	good	good	ADJ
fusus-469	263	20	”	"	PUNCT
fusus-469	263	21	and	and	CCONJ
fusus-469	263	22	one	one	NUM
fusus-469	263	23	“	"	PUNCT
fusus-469	263	24	moderate	moderate	ADJ
fusus-469	263	25	”	"	PUNCT
fusus-469	263	26	sample	sample	NOUN
fusus-469	263	27	classified	classify	VERB
fusus-469	263	28	as	as	ADP
fusus-469	263	29	“	"	PUNCT
fusus-469	263	30	good	good	ADJ
fusus-469	263	31	,	,	PUNCT
fusus-469	263	32	”	"	PUNCT
fusus-469	263	33	indicating	indicate	VERB
fusus-469	263	34	reduced	reduce	VERB
fusus-469	263	35	robustness	robustness	NOUN
fusus-469	263	36	when	when	SCONJ
fusus-469	263	37	differentiating	differentiate	VERB
fusus-469	263	38	between	between	ADP
fusus-469	263	39	similar	similar	ADJ
fusus-469	263	40	air	air	NOUN
fusus-469	263	41	quality	quality	NOUN
fusus-469	263	42	categories	category	NOUN
fusus-469	263	43	.	.	PUNCT
fusus-469	264	1	despite	despite	SCONJ
fusus-469	264	2	all	all	DET
fusus-469	264	3	models	model	NOUN
fusus-469	264	4	achieving	achieve	VERB
fusus-469	264	5	100	100	NUM
fusus-469	264	6	%	%	NOUN
fusus-469	264	7	classification	classification	NOUN
fusus-469	264	8	accuracy	accuracy	NOUN
fusus-469	264	9	during	during	ADP
fusus-469	264	10	training	training	NOUN
fusus-469	264	11	,	,	PUNCT
fusus-469	264	12	their	their	PRON
fusus-469	264	13	validation	validation	NOUN
fusus-469	264	14	accuracy	accuracy	NOUN
fusus-469	264	15	–	–	PUNCT
fusus-469	264	16	93.33	93.33	NUM
fusus-469	264	17	%	%	NOUN
fusus-469	264	18	for	for	ADP
fusus-469	264	19	each	each	DET
fusus-469	264	20	model	model	NOUN
fusus-469	264	21	–	–	PUNCT
fusus-469	264	22	reveals	reveal	VERB
fusus-469	264	23	differences	difference	NOUN
fusus-469	264	24	in	in	ADP
fusus-469	264	25	their	their	PRON
fusus-469	264	26	ability	ability	NOUN
fusus-469	264	27	to	to	PART
fusus-469	264	28	generalize	generalize	VERB
fusus-469	264	29	to	to	ADP
fusus-469	264	30	unseen	unseen	ADJ
fusus-469	264	31	data	datum	NOUN
fusus-469	264	32	.	.	PUNCT
fusus-469	265	1	bagged	bagged	ADJ
fusus-469	265	2	trees	tree	NOUN
fusus-469	265	3	stood	stand	VERB
fusus-469	265	4	out	out	ADP
fusus-469	265	5	as	as	ADP
fusus-469	265	6	the	the	DET
fusus-469	265	7	most	most	ADV
fusus-469	265	8	reliable	reliable	ADJ
fusus-469	265	9	model	model	NOUN
fusus-469	265	10	for	for	ADP
fusus-469	265	11	distinguishing	distinguish	VERB
fusus-469	265	12	air	air	NOUN
fusus-469	265	13	quality	quality	NOUN
fusus-469	265	14	levels	level	NOUN
fusus-469	265	15	,	,	PUNCT
fusus-469	265	16	followed	follow	VERB
fusus-469	265	17	closely	closely	ADV
fusus-469	265	18	by	by	ADP
fusus-469	265	19	the	the	DET
fusus-469	265	20	tri	tri	ADJ
fusus-469	265	21	-	-	ADJ
fusus-469	265	22	layer	layer	ADJ
fusus-469	265	23	neural	neural	ADJ
fusus-469	265	24	network	network	NOUN
fusus-469	265	25	and	and	CCONJ
fusus-469	265	26	svm	svm	ADJ
fusus-469	265	27	kernel	kernel	PROPN
fusus-469	265	28	.	.	PUNCT
fusus-469	266	1	logistic	logistic	ADJ
fusus-469	266	2	regression	regression	NOUN
fusus-469	266	3	kernel	kernel	NOUN
fusus-469	266	4	,	,	PUNCT
fusus-469	266	5	while	while	SCONJ
fusus-469	266	6	effective	effective	ADJ
fusus-469	266	7	,	,	PUNCT
fusus-469	266	8	exhibited	exhibit	VERB
fusus-469	266	9	more	more	ADJ
fusus-469	266	10	challenges	challenge	NOUN
fusus-469	266	11	in	in	ADP
fusus-469	266	12	handling	handle	VERB
fusus-469	266	13	nuanced	nuanced	ADJ
fusus-469	266	14	distinctions	distinction	NOUN
fusus-469	266	15	between	between	ADP
fusus-469	266	16	air	air	NOUN
fusus-469	266	17	quality	quality	NOUN
fusus-469	266	18	categories	category	NOUN
fusus-469	266	19	.	.	PUNCT
fusus-469	267	1	these	these	DET
fusus-469	267	2	results	result	NOUN
fusus-469	267	3	confirm	confirm	VERB
fusus-469	267	4	bagged	bagged	ADJ
fusus-469	267	5	trees	tree	NOUN
fusus-469	267	6	as	as	ADP
fusus-469	267	7	the	the	DET
fusus-469	267	8	most	most	ADV
fusus-469	267	9	effective	effective	ADJ
fusus-469	267	10	and	and	CCONJ
fusus-469	267	11	robust	robust	ADJ
fusus-469	267	12	model	model	NOUN
fusus-469	267	13	for	for	ADP
fusus-469	267	14	this	this	DET
fusus-469	267	15	classification	classification	NOUN
fusus-469	267	16	task	task	NOUN
fusus-469	267	17	.	.	PUNCT
fusus-469	267	18	table	table	NOUN
fusus-469	267	19	8	8	NUM
fusus-469	267	20	.	.	PUNCT
fusus-469	268	1	best	good	ADJ
fusus-469	268	2	performing	perform	VERB
fusus-469	268	3	classification	classification	NOUN
fusus-469	268	4	models	model	NOUN
fusus-469	268	5	types	type	NOUN
fusus-469	268	6	of	of	ADP
fusus-469	268	7	classification	classification	NOUN
fusus-469	268	8	models	model	NOUN
fusus-469	268	9	best	well	ADV
fusus-469	268	10	performing	performing	NOUN
fusus-469	268	11	models	model	NOUN
fusus-469	268	12	validation	validation	NOUN
fusus-469	268	13	accuracy	accuracy	NOUN
fusus-469	268	14	(	(	PUNCT
fusus-469	268	15	%	%	INTJ
fusus-469	268	16	)	)	PUNCT
fusus-469	268	17	classification	classification	NOUN
fusus-469	268	18	accuracy	accuracy	NOUN
fusus-469	268	19	(	(	PUNCT
fusus-469	268	20	%	%	INTJ
fusus-469	268	21	)	)	PUNCT
fusus-469	268	22	bagged	bag	VERB
fusus-469	268	23	trees	tree	NOUN
fusus-469	268	24	93.33	93.33	NUM
fusus-469	268	25	100	100	NUM
fusus-469	268	26	trilayer	trilayer	ADJ
fusus-469	268	27	neural	neural	ADJ
fusus-469	268	28	network	network	NOUN
fusus-469	268	29	93.33	93.33	NUM
fusus-469	268	30	100	100	NUM
fusus-469	268	31	svm	svm	ADJ
fusus-469	268	32	kernel	kernel	PROPN
fusus-469	268	33	93.33	93.33	NUM
fusus-469	268	34	100	100	NUM
fusus-469	268	35	logistic	logistic	ADJ
fusus-469	268	36	regression	regression	NOUN
fusus-469	268	37	kernel	kernel	NOUN
fusus-469	268	38	93.33	93.33	NUM
fusus-469	268	39	100	100	NUM
fusus-469	268	40	ecq	ecq	NOUN
fusus-469	268	41	.	.	PUNCT
fusus-469	269	1	heng	heng	PROPN
fusus-469	269	2	et	et	PROPN
fusus-469	269	3	al	al	PROPN
fusus-469	269	4	.	.	PROPN
fusus-469	269	5	/future	/future	PROPN
fusus-469	270	1	sustainability	sustainability	PROPN
fusus-469	270	2	november	november	PROPN
fusus-469	270	3	2025|	2025|	NUM
fusus-469	270	4	volume	volume	NOUN
fusus-469	270	5	03	03	NUM
fusus-469	271	1	|	|	ADV
fusus-469	271	2	issue	issue	VERB
fusus-469	271	3	04	04	NUM
fusus-469	272	1	|	|	CCONJ
fusus-469	272	2	pages	page	VERB
fusus-469	272	3	32	32	NUM
fusus-469	272	4	-	-	SYM
fusus-469	272	5	46	46	NUM
fusus-469	272	6	42	42	NUM
fusus-469	272	7	table	table	NOUN
fusus-469	272	8	9	9	NUM
fusus-469	272	9	.	.	PUNCT
fusus-469	272	10	confusion	confusion	NOUN
fusus-469	272	11	matrices	matrix	NOUN
fusus-469	272	12	of	of	ADP
fusus-469	272	13	best	well	ADV
fusus-469	272	14	-	-	PUNCT
fusus-469	272	15	performing	perform	VERB
fusus-469	272	16	models	model	NOUN
fusus-469	272	17	confusion	confusion	NOUN
fusus-469	272	18	matrix	matrix	NOUN
fusus-469	272	19	bagged	bag	VERB
fusus-469	272	20	trees	tree	NOUN
fusus-469	272	21	svm	svm	PROPN
fusus-469	272	22	kernel	kernel	PROPN
fusus-469	272	23	tri	tri	ADJ
fusus-469	272	24	-	-	ADJ
fusus-469	272	25	layer	layer	ADJ
fusus-469	272	26	neural	neural	ADJ
fusus-469	272	27	network	network	NOUN
fusus-469	272	28	logistic	logistic	ADJ
fusus-469	272	29	regression	regression	NOUN
fusus-469	272	30	kernel	kernel	PROPN
fusus-469	272	31	table	table	NOUN
fusus-469	272	32	1	1	NUM
fusus-469	272	33	.	.	PUNCT
fusus-469	273	1	co2	co2	NOUN
fusus-469	273	2	concentrations	concentration	NOUN
fusus-469	273	3	at	at	ADP
fusus-469	273	4	kampung	kampung	PROPN
fusus-469	273	5	haji	haji	PROPN
fusus-469	273	6	baki	baki	PROPN
fusus-469	273	7	collection	collection	PROPN
fusus-469	273	8	points	point	NOUN
fusus-469	273	9	kampung	kampung	VERB
fusus-469	273	10	a	a	DET
fusus-469	273	11	kampung	kampung	PROPN
fusus-469	273	12	b	b	PROPN
fusus-469	273	13	kampung	kampung	PROPN
fusus-469	273	14	c	c	PROPN
fusus-469	273	15	kampung	kampung	PROPN
fusus-469	273	16	d	d	PROPN
fusus-469	273	17	co2	co2	NOUN
fusus-469	273	18	concentrations	concentration	NOUN
fusus-469	273	19	(	(	PUNCT
fusus-469	273	20	ppm	ppm	NOUN
fusus-469	273	21	)	)	PUNCT
fusus-469	273	22	4525	4525	NUM
fusus-469	273	23	3735	3735	NUM
fusus-469	273	24	3100	3100	NUM
fusus-469	273	25	1930	1930	NUM
fusus-469	273	26	4045	4045	NUM
fusus-469	273	27	3670	3670	NUM
fusus-469	273	28	3155	3155	NUM
fusus-469	273	29	1885	1885	NUM
fusus-469	273	30	4430	4430	NUM
fusus-469	273	31	3880	3880	NUM
fusus-469	273	32	1880	1880	NUM
fusus-469	273	33	1745	1745	NUM
fusus-469	273	34	4310	4310	NUM
fusus-469	273	35	4115	4115	NUM
fusus-469	273	36	1835	1835	NUM
fusus-469	273	37	1580	1580	NUM
fusus-469	273	38	4270	4270	NUM
fusus-469	273	39	3845	3845	NUM
fusus-469	273	40	1855	1855	NUM
fusus-469	273	41	1359	1359	NUM
fusus-469	273	42	average	average	NOUN
fusus-469	273	43	(	(	PUNCT
fusus-469	273	44	ppm	ppm	NOUN
fusus-469	273	45	)	)	PUNCT
fusus-469	273	46	4316	4316	NUM
fusus-469	273	47	3849	3849	NUM
fusus-469	273	48	2365	2365	NUM
fusus-469	273	49	1699.8	1699.8	NUM
fusus-469	273	50	ecq	ecq	NOUN
fusus-469	273	51	.	.	PUNCT
fusus-469	274	1	heng	heng	PROPN
fusus-469	274	2	et	et	PROPN
fusus-469	274	3	al	al	PROPN
fusus-469	274	4	.	.	PROPN
fusus-469	274	5	/future	/future	PROPN
fusus-469	275	1	sustainability	sustainability	PROPN
fusus-469	275	2	november	november	PROPN
fusus-469	275	3	2025|	2025|	NUM
fusus-469	275	4	volume	volume	NOUN
fusus-469	275	5	03	03	NUM
fusus-469	276	1	|	|	ADV
fusus-469	276	2	issue	issue	VERB
fusus-469	276	3	04	04	NUM
fusus-469	277	1	|	|	CCONJ
fusus-469	277	2	pages	page	VERB
fusus-469	277	3	32	32	NUM
fusus-469	277	4	-	-	SYM
fusus-469	277	5	46	46	NUM
fusus-469	277	6	43	43	NUM
fusus-469	277	7	3.6	3.6	NUM
fusus-469	277	8	linear	linear	NOUN
fusus-469	277	9	regression	regression	NOUN
fusus-469	277	10	results	result	NOUN
fusus-469	277	11	for	for	ADP
fusus-469	277	12	air	air	NOUN
fusus-469	277	13	samples	sample	NOUN
fusus-469	277	14	with	with	ADP
fusus-469	277	15	co₂	co₂	PROPN
fusus-469	277	16	concentrations	concentration	NOUN
fusus-469	277	17	exceeding	exceed	VERB
fusus-469	277	18	the	the	DET
fusus-469	277	19	5000	5000	NUM
fusus-469	277	20	ppm	ppm	NOUN
fusus-469	277	21	detection	detection	NOUN
fusus-469	277	22	limit	limit	NOUN
fusus-469	277	23	of	of	ADP
fusus-469	277	24	standard	standard	ADJ
fusus-469	277	25	sensors	sensor	NOUN
fusus-469	277	26	(	(	PUNCT
fusus-469	277	27	e.g.	e.g.	ADV
fusus-469	277	28	,	,	PUNCT
fusus-469	277	29	car	car	NOUN
fusus-469	277	30	exhaust	exhaust	NOUN
fusus-469	277	31	)	)	PUNCT
fusus-469	277	32	,	,	PUNCT
fusus-469	277	33	measurements	measurement	NOUN
fusus-469	277	34	were	be	AUX
fusus-469	277	35	capped	cap	VERB
fusus-469	277	36	at	at	ADP
fusus-469	277	37	5000	5000	NUM
fusus-469	277	38	ppm	ppm	NOUN
fusus-469	277	39	for	for	ADP
fusus-469	277	40	regression	regression	NOUN
fusus-469	277	41	modelling	modelling	NOUN
fusus-469	277	42	.	.	PUNCT
fusus-469	278	1	this	this	PRON
fusus-469	278	2	simplifies	simplify	VERB
fusus-469	278	3	analysis	analysis	NOUN
fusus-469	278	4	by	by	ADP
fusus-469	278	5	standardizing	standardize	VERB
fusus-469	278	6	maximum	maximum	ADJ
fusus-469	278	7	values	value	NOUN
fusus-469	278	8	while	while	SCONJ
fusus-469	278	9	acknowledging	acknowledge	VERB
fusus-469	278	10	the	the	DET
fusus-469	278	11	sensor	sensor	NOUN
fusus-469	278	12	’s	’s	PART
fusus-469	278	13	limitations	limitation	NOUN
fusus-469	278	14	.	.	PUNCT
fusus-469	279	1	although	although	SCONJ
fusus-469	279	2	variability	variability	NOUN
fusus-469	279	3	above	above	ADP
fusus-469	279	4	5000	5000	NUM
fusus-469	279	5	ppm	ppm	NOUN
fusus-469	279	6	is	be	AUX
fusus-469	279	7	not	not	PART
fusus-469	279	8	captured	capture	VERB
fusus-469	279	9	,	,	PUNCT
fusus-469	279	10	this	this	DET
fusus-469	279	11	approach	approach	NOUN
fusus-469	279	12	ensures	ensure	VERB
fusus-469	279	13	meaningful	meaningful	ADJ
fusus-469	279	14	insights	insight	NOUN
fusus-469	279	15	without	without	ADP
fusus-469	279	16	introducing	introduce	VERB
fusus-469	279	17	bias	bias	NOUN
fusus-469	279	18	from	from	ADP
fusus-469	279	19	non	non	ADJ
fusus-469	279	20	-	-	ADJ
fusus-469	279	21	detectable	detectable	ADJ
fusus-469	279	22	values	value	NOUN
fusus-469	279	23	.	.	PUNCT
fusus-469	280	1	the	the	DET
fusus-469	280	2	regression	regression	NOUN
fusus-469	280	3	analysis	analysis	NOUN
fusus-469	280	4	was	be	AUX
fusus-469	280	5	performed	perform	VERB
fusus-469	280	6	to	to	PART
fusus-469	280	7	quantify	quantify	VERB
fusus-469	280	8	co₂	co₂	NOUN
fusus-469	280	9	concentration	concentration	NOUN
fusus-469	280	10	levels	level	NOUN
fusus-469	280	11	(	(	PUNCT
fusus-469	280	12	in	in	ADP
fusus-469	280	13	ppm	ppm	NOUN
fusus-469	280	14	)	)	PUNCT
fusus-469	280	15	across	across	ADP
fusus-469	280	16	different	different	ADJ
fusus-469	280	17	collection	collection	NOUN
fusus-469	280	18	points	point	NOUN
fusus-469	280	19	using	use	VERB
fusus-469	280	20	sensor	sensor	NOUN
fusus-469	280	21	output	output	NOUN
fusus-469	280	22	voltages	voltage	NOUN
fusus-469	280	23	.	.	PUNCT
fusus-469	281	1	the	the	DET
fusus-469	281	2	analysis	analysis	NOUN
fusus-469	281	3	focused	focus	VERB
fusus-469	281	4	on	on	ADP
fusus-469	281	5	two	two	NUM
fusus-469	281	6	key	key	ADJ
fusus-469	281	7	locations	location	NOUN
fusus-469	281	8	:	:	PUNCT
fusus-469	281	9	kampung	kampung	PROPN
fusus-469	281	10	haji	haji	PROPN
fusus-469	281	11	baki	baki	PROPN
fusus-469	281	12	and	and	CCONJ
fusus-469	281	13	the	the	DET
fusus-469	281	14	malaysia	malaysia	PROPN
fusus-469	281	15	-	-	PUNCT
fusus-469	281	16	china	china	PROPN
fusus-469	281	17	friendship	friendship	PROPN
fusus-469	281	18	park	park	NOUN
fusus-469	281	19	,	,	PUNCT
fusus-469	281	20	with	with	ADP
fusus-469	281	21	the	the	DET
fusus-469	281	22	results	result	NOUN
fusus-469	281	23	summarized	summarize	VERB
fusus-469	281	24	in	in	ADP
fusus-469	281	25	table	table	NOUN
fusus-469	281	26	10	10	NUM
fusus-469	281	27	and	and	CCONJ
fusus-469	281	28	table	table	NOUN
fusus-469	281	29	11	11	NUM
fusus-469	281	30	,	,	PUNCT
fusus-469	281	31	respectively	respectively	ADV
fusus-469	281	32	.	.	PUNCT
fusus-469	282	1	table	table	NOUN
fusus-469	282	2	10	10	NUM
fusus-469	282	3	shows	show	VERB
fusus-469	282	4	co₂	co₂	NOUN
fusus-469	282	5	concentrations	concentration	NOUN
fusus-469	282	6	at	at	ADP
fusus-469	282	7	kampung	kampung	PROPN
fusus-469	282	8	haji	haji	PROPN
fusus-469	282	9	baki	baki	PROPN
fusus-469	282	10	,	,	PUNCT
fusus-469	282	11	categorized	categorize	VERB
fusus-469	282	12	as	as	ADP
fusus-469	282	13	“	"	PUNCT
fusus-469	282	14	good	good	ADJ
fusus-469	282	15	air	air	NOUN
fusus-469	282	16	,	,	PUNCT
fusus-469	282	17	”	"	PUNCT
fusus-469	282	18	with	with	ADP
fusus-469	282	19	averages	average	NOUN
fusus-469	282	20	ranging	range	VERB
fusus-469	282	21	from	from	ADP
fusus-469	282	22	1,699.8	1,699.8	NUM
fusus-469	282	23	ppm	ppm	NUM
fusus-469	282	24	to	to	ADP
fusus-469	282	25	4,316	4,316	NUM
fusus-469	282	26	ppm	ppm	NOUN
fusus-469	282	27	,	,	PUNCT
fusus-469	282	28	reflecting	reflect	VERB
fusus-469	282	29	low	low	ADJ
fusus-469	282	30	pollutant	pollutant	ADJ
fusus-469	282	31	levels	level	NOUN
fusus-469	282	32	.	.	PUNCT
fusus-469	283	1	table	table	NOUN
fusus-469	283	2	11	11	NUM
fusus-469	283	3	presents	present	VERB
fusus-469	283	4	co₂	co₂	NOUN
fusus-469	283	5	concentrations	concentration	NOUN
fusus-469	283	6	at	at	ADP
fusus-469	283	7	malaysia	malaysia	PROPN
fusus-469	283	8	-	-	PUNCT
fusus-469	283	9	china	china	PROPN
fusus-469	283	10	friendship	friendship	PROPN
fusus-469	283	11	park	park	NOUN
fusus-469	283	12	,	,	PUNCT
fusus-469	283	13	categorized	categorize	VERB
fusus-469	283	14	as	as	ADP
fusus-469	283	15	“	"	PUNCT
fusus-469	283	16	moderate	moderate	ADJ
fusus-469	283	17	air	air	NOUN
fusus-469	283	18	,	,	PUNCT
fusus-469	283	19	”	"	PUNCT
fusus-469	283	20	with	with	ADP
fusus-469	283	21	averages	average	NOUN
fusus-469	283	22	between	between	ADP
fusus-469	283	23	459	459	NUM
fusus-469	283	24	ppm	ppm	NOUN
fusus-469	283	25	and	and	CCONJ
fusus-469	283	26	565	565	NUM
fusus-469	283	27	ppm	ppm	NOUN
fusus-469	283	28	,	,	PUNCT
fusus-469	283	29	indicating	indicate	VERB
fusus-469	283	30	slightly	slightly	ADV
fusus-469	283	31	higher	high	ADJ
fusus-469	283	32	pollutant	pollutant	ADJ
fusus-469	283	33	levels	level	NOUN
fusus-469	283	34	.	.	PUNCT
fusus-469	284	1	the	the	DET
fusus-469	284	2	sensor	sensor	NOUN
fusus-469	284	3	output	output	NOUN
fusus-469	284	4	voltage	voltage	NOUN
fusus-469	284	5	was	be	AUX
fusus-469	284	6	plotted	plot	VERB
fusus-469	284	7	against	against	ADP
fusus-469	284	8	commercial	commercial	ADJ
fusus-469	284	9	ppm	ppm	NOUN
fusus-469	284	10	values	value	NOUN
fusus-469	284	11	across	across	ADP
fusus-469	284	12	10	10	NUM
fusus-469	284	13	time	time	NOUN
fusus-469	284	14	intervals	interval	NOUN
fusus-469	284	15	(	(	PUNCT
fusus-469	284	16	25s	25s	NUM
fusus-469	284	17	to	to	ADP
fusus-469	284	18	115s	115s	NUM
fusus-469	284	19	)	)	PUNCT
fusus-469	284	20	.	.	PUNCT
fusus-469	285	1	the	the	DET
fusus-469	285	2	r	r	NOUN
fusus-469	285	3	-	-	PUNCT
fusus-469	285	4	squared	square	VERB
fusus-469	285	5	values	value	NOUN
fusus-469	285	6	,	,	PUNCT
fusus-469	285	7	indicating	indicate	VERB
fusus-469	285	8	the	the	DET
fusus-469	285	9	goodness	goodness	NOUN
fusus-469	285	10	of	of	ADP
fusus-469	285	11	fit	fit	NOUN
fusus-469	285	12	for	for	ADP
fusus-469	285	13	the	the	DET
fusus-469	285	14	linear	linear	PROPN
fusus-469	285	15	trendline	trendline	NOUN
fusus-469	285	16	,	,	PUNCT
fusus-469	285	17	were	be	AUX
fusus-469	285	18	calculated	calculate	VERB
fusus-469	285	19	for	for	ADP
fusus-469	285	20	each	each	DET
fusus-469	285	21	sensor	sensor	NOUN
fusus-469	285	22	(	(	PUNCT
fusus-469	285	23	tgs2600	tgs2600	PROPN
fusus-469	285	24	,	,	PUNCT
fusus-469	285	25	tgs2602	tgs2602	NOUN
fusus-469	285	26	,	,	PUNCT
fusus-469	285	27	tgs2620	tgs2620	NOUN
fusus-469	285	28	,	,	PUNCT
fusus-469	285	29	tgs2611	tgs2611	NOUN
fusus-469	285	30	)	)	PUNCT
fusus-469	285	31	.	.	PUNCT
fusus-469	286	1	higher	high	ADJ
fusus-469	286	2	r	r	NOUN
fusus-469	286	3	-	-	PUNCT
fusus-469	286	4	squared	square	VERB
fusus-469	286	5	values	value	NOUN
fusus-469	286	6	(	(	PUNCT
fusus-469	286	7	closer	close	ADJ
fusus-469	286	8	to	to	PART
fusus-469	286	9	1	1	NUM
fusus-469	286	10	)	)	PUNCT
fusus-469	286	11	signify	signify	VERB
fusus-469	286	12	better	well	ADJ
fusus-469	286	13	consistency	consistency	NOUN
fusus-469	286	14	and	and	CCONJ
fusus-469	286	15	reliability	reliability	NOUN
fusus-469	286	16	of	of	ADP
fusus-469	286	17	the	the	DET
fusus-469	286	18	data	datum	NOUN
fusus-469	286	19	.	.	PUNCT
fusus-469	287	1	outliers	outlier	NOUN
fusus-469	287	2	were	be	AUX
fusus-469	287	3	removed	remove	VERB
fusus-469	287	4	by	by	ADP
fusus-469	287	5	identifying	identify	VERB
fusus-469	287	6	significant	significant	ADJ
fusus-469	287	7	deviations	deviation	NOUN
fusus-469	287	8	from	from	ADP
fusus-469	287	9	mean	mean	ADJ
fusus-469	287	10	values	value	NOUN
fusus-469	287	11	and	and	CCONJ
fusus-469	287	12	overlapping	overlap	VERB
fusus-469	287	13	points	point	NOUN
fusus-469	287	14	to	to	PART
fusus-469	287	15	prevent	prevent	VERB
fusus-469	287	16	skewed	skewed	ADJ
fusus-469	287	17	regression	regression	NOUN
fusus-469	287	18	analysis	analysis	NOUN
fusus-469	287	19	.	.	PUNCT
fusus-469	288	1	this	this	DET
fusus-469	288	2	process	process	NOUN
fusus-469	288	3	improved	improve	VERB
fusus-469	288	4	regression	regression	NOUN
fusus-469	288	5	accuracy	accuracy	NOUN
fusus-469	288	6	,	,	PUNCT
fusus-469	288	7	increased	increase	VERB
fusus-469	288	8	r	r	NOUN
fusus-469	288	9	-	-	PUNCT
fusus-469	288	10	squared	square	VERB
fusus-469	288	11	values	value	NOUN
fusus-469	288	12	,	,	PUNCT
fusus-469	288	13	and	and	CCONJ
fusus-469	288	14	enhanced	enhance	VERB
fusus-469	288	15	the	the	DET
fusus-469	288	16	predictive	predictive	ADJ
fusus-469	288	17	reliability	reliability	NOUN
fusus-469	288	18	of	of	ADP
fusus-469	288	19	the	the	DET
fusus-469	288	20	models	model	NOUN
fusus-469	288	21	.	.	PUNCT
fusus-469	289	1	as	as	SCONJ
fusus-469	289	2	shown	show	VERB
fusus-469	289	3	in	in	ADP
fusus-469	289	4	table	table	NOUN
fusus-469	289	5	12	12	NUM
fusus-469	289	6	,	,	PUNCT
fusus-469	289	7	outlier	outlier	NOUN
fusus-469	289	8	removal	removal	NOUN
fusus-469	289	9	significantly	significantly	ADV
fusus-469	289	10	improved	improve	VERB
fusus-469	289	11	the	the	DET
fusus-469	289	12	rsquared	rsquared	ADJ
fusus-469	289	13	value	value	NOUN
fusus-469	289	14	,	,	PUNCT
fusus-469	289	15	indicating	indicate	VERB
fusus-469	289	16	better	well	ADJ
fusus-469	289	17	consistency	consistency	NOUN
fusus-469	289	18	in	in	ADP
fusus-469	289	19	the	the	DET
fusus-469	289	20	data	datum	NOUN
fusus-469	289	21	.	.	PUNCT
fusus-469	290	1	for	for	ADP
fusus-469	290	2	further	further	ADJ
fusus-469	290	3	analysis	analysis	NOUN
fusus-469	290	4	,	,	PUNCT
fusus-469	290	5	three	three	NUM
fusus-469	290	6	intervals	interval	NOUN
fusus-469	290	7	–	–	PUNCT
fusus-469	290	8	25s	25s	NUM
fusus-469	290	9	,	,	PUNCT
fusus-469	290	10	45s	45	NOUN
fusus-469	290	11	,	,	PUNCT
fusus-469	290	12	and	and	CCONJ
fusus-469	290	13	75s	75	NOUN
fusus-469	290	14	–	–	PUNCT
fusus-469	290	15	were	be	AUX
fusus-469	290	16	selected	select	VERB
fusus-469	290	17	due	due	ADP
fusus-469	290	18	to	to	ADP
fusus-469	290	19	their	their	PRON
fusus-469	290	20	relatively	relatively	ADV
fusus-469	290	21	high	high	ADJ
fusus-469	290	22	r	r	NOUN
fusus-469	290	23	-	-	PUNCT
fusus-469	290	24	squared	square	VERB
fusus-469	290	25	values	value	NOUN
fusus-469	290	26	.	.	PUNCT
fusus-469	291	1	these	these	DET
fusus-469	291	2	intervals	interval	NOUN
fusus-469	291	3	demonstrated	demonstrate	VERB
fusus-469	291	4	strong	strong	ADJ
fusus-469	291	5	linear	linear	ADJ
fusus-469	291	6	relationships	relationship	NOUN
fusus-469	291	7	across	across	ADP
fusus-469	291	8	all	all	DET
fusus-469	291	9	sensors	sensor	NOUN
fusus-469	291	10	,	,	PUNCT
fusus-469	291	11	ensuring	ensure	VERB
fusus-469	291	12	robust	robust	ADJ
fusus-469	291	13	and	and	CCONJ
fusus-469	291	14	reliable	reliable	ADJ
fusus-469	291	15	trends	trend	NOUN
fusus-469	291	16	for	for	ADP
fusus-469	291	17	interpreting	interpret	VERB
fusus-469	291	18	results	result	NOUN
fusus-469	291	19	and	and	CCONJ
fusus-469	291	20	discussion	discussion	NOUN
fusus-469	291	21	.	.	PUNCT
fusus-469	292	1	tgs2602	tgs2602	NOUN
fusus-469	292	2	sensor	sensor	NOUN
fusus-469	292	3	consistently	consistently	ADV
fusus-469	292	4	achieved	achieve	VERB
fusus-469	292	5	the	the	DET
fusus-469	292	6	highest	high	ADJ
fusus-469	292	7	r	r	NOUN
fusus-469	292	8	-	-	PUNCT
fusus-469	292	9	squared	square	VERB
fusus-469	292	10	values	value	NOUN
fusus-469	292	11	across	across	ADP
fusus-469	292	12	the	the	DET
fusus-469	292	13	selected	select	VERB
fusus-469	292	14	time	time	NOUN
fusus-469	292	15	intervals	interval	NOUN
fusus-469	292	16	(	(	PUNCT
fusus-469	292	17	25s	25s	NUM
fusus-469	292	18	,	,	PUNCT
fusus-469	292	19	45s	45	NOUN
fusus-469	292	20	,	,	PUNCT
fusus-469	292	21	75s	75	NOUN
fusus-469	292	22	)	)	PUNCT
fusus-469	292	23	,	,	PUNCT
fusus-469	292	24	as	as	SCONJ
fusus-469	292	25	shown	show	VERB
fusus-469	292	26	in	in	ADP
fusus-469	292	27	table	table	NOUN
fusus-469	292	28	13	13	NUM
fusus-469	292	29	.	.	PUNCT
fusus-469	292	30	table	table	NOUN
fusus-469	292	31	11	11	NUM
fusus-469	292	32	.	.	PUNCT
fusus-469	293	1	co2	co2	NOUN
fusus-469	293	2	concentrations	concentration	NOUN
fusus-469	293	3	at	at	ADP
fusus-469	293	4	malaysia	malaysia	PROPN
fusus-469	293	5	–	–	PUNCT
fusus-469	293	6	china	china	PROPN
fusus-469	293	7	friendship	friendship	PROPN
fusus-469	293	8	park	park	NOUN
fusus-469	293	9	collection	collection	NOUN
fusus-469	293	10	points	point	VERB
fusus-469	293	11	china	china	PROPN
fusus-469	294	1	a	a	DET
fusus-469	294	2	china	china	PROPN
fusus-469	294	3	b	b	PROPN
fusus-469	294	4	china	china	PROPN
fusus-469	294	5	c	c	PROPN
fusus-469	294	6	china	china	PROPN
fusus-469	294	7	d	d	PROPN
fusus-469	294	8	co2	co2	NOUN
fusus-469	294	9	concentrations	concentration	NOUN
fusus-469	294	10	(	(	PUNCT
fusus-469	294	11	ppm	ppm	NOUN
fusus-469	294	12	)	)	PUNCT
fusus-469	294	13	440	440	NUM
fusus-469	294	14	595	595	NUM
fusus-469	294	15	410	410	NUM
fusus-469	294	16	470	470	NUM
fusus-469	294	17	430	430	NUM
fusus-469	294	18	575	575	NUM
fusus-469	294	19	410	410	NUM
fusus-469	294	20	505	505	NUM
fusus-469	294	21	420	420	NUM
fusus-469	294	22	550	550	NUM
fusus-469	294	23	680	680	NUM
fusus-469	294	24	525	525	NUM
fusus-469	294	25	455	455	NUM
fusus-469	294	26	555	555	NUM
fusus-469	294	27	465	465	NUM
fusus-469	294	28	545	545	NUM
fusus-469	294	29	550	550	NUM
fusus-469	294	30	550	550	NUM
fusus-469	294	31	415	415	NUM
fusus-469	294	32	540	540	NUM
fusus-469	294	33	average	average	ADJ
fusus-469	294	34	(	(	PUNCT
fusus-469	294	35	ppm	ppm	NOUN
fusus-469	294	36	)	)	PUNCT
fusus-469	294	37	459	459	NUM
fusus-469	294	38	565	565	NUM
fusus-469	294	39	476	476	NUM
fusus-469	294	40	517	517	NUM
fusus-469	294	41	table	table	NOUN
fusus-469	294	42	12	12	NUM
fusus-469	294	43	.	.	PUNCT
fusus-469	295	1	comparison	comparison	NOUN
fusus-469	295	2	of	of	ADP
fusus-469	295	3	vout	vout	PROPN
fusus-469	295	4	vs.	vs.	ADP
fusus-469	295	5	commercial	commercial	ADJ
fusus-469	295	6	(	(	PUNCT
fusus-469	295	7	ppm	ppm	NOUN
fusus-469	295	8	)	)	PUNCT
fusus-469	295	9	at	at	ADP
fusus-469	295	10	25	25	NUM
fusus-469	295	11	-	-	PUNCT
fusus-469	295	12	th	th	X
fusus-469	295	13	second	second	ADJ
fusus-469	295	14	interval	interval	NOUN
fusus-469	295	15	for	for	ADP
fusus-469	295	16	tgs2602	tgs2602	NOUN
fusus-469	295	17	sensor	sensor	NOUN
fusus-469	295	18	before	before	ADP
fusus-469	295	19	outlier	outlier	NOUN
fusus-469	295	20	removal	removal	NOUN
fusus-469	295	21	:	:	PUNCT
fusus-469	295	22	after	after	ADP
fusus-469	295	23	outlier	outlier	NOUN
fusus-469	295	24	removal	removal	NOUN
fusus-469	295	25	:	:	PUNCT
fusus-469	296	1	ecq	ecq	PROPN
fusus-469	296	2	.	.	PUNCT
fusus-469	297	1	heng	heng	PROPN
fusus-469	297	2	et	et	PROPN
fusus-469	297	3	al	al	PROPN
fusus-469	297	4	.	.	PROPN
fusus-469	297	5	/future	/future	PROPN
fusus-469	298	1	sustainability	sustainability	PROPN
fusus-469	298	2	november	november	PROPN
fusus-469	298	3	2025|	2025|	NUM
fusus-469	298	4	volume	volume	NOUN
fusus-469	298	5	03	03	NUM
fusus-469	299	1	|	|	ADV
fusus-469	299	2	issue	issue	VERB
fusus-469	299	3	04	04	NUM
fusus-469	300	1	|	|	CCONJ
fusus-469	300	2	pages	page	VERB
fusus-469	300	3	32	32	NUM
fusus-469	300	4	-	-	SYM
fusus-469	300	5	46	46	NUM
fusus-469	300	6	44	44	NUM
fusus-469	300	7	these	these	DET
fusus-469	300	8	intervals	interval	NOUN
fusus-469	300	9	exhibit	exhibit	VERB
fusus-469	300	10	the	the	DET
fusus-469	300	11	strongest	strong	ADJ
fusus-469	300	12	linear	linear	ADJ
fusus-469	300	13	relationships	relationship	NOUN
fusus-469	300	14	between	between	ADP
fusus-469	300	15	vout	vout	NOUN
fusus-469	300	16	and	and	CCONJ
fusus-469	300	17	commercial	commercial	ADJ
fusus-469	300	18	ppm	ppm	NOUN
fusus-469	300	19	values	value	NOUN
fusus-469	300	20	,	,	PUNCT
fusus-469	300	21	establishing	establish	VERB
fusus-469	300	22	tgs2602	tgs2602	NOUN
fusus-469	300	23	as	as	ADP
fusus-469	300	24	the	the	DET
fusus-469	300	25	most	most	ADV
fusus-469	300	26	reliable	reliable	ADJ
fusus-469	300	27	sensor	sensor	NOUN
fusus-469	300	28	for	for	ADP
fusus-469	300	29	regression	regression	NOUN
fusus-469	300	30	analysis	analysis	NOUN
fusus-469	300	31	in	in	ADP
fusus-469	300	32	this	this	DET
fusus-469	300	33	study	study	NOUN
fusus-469	300	34	.	.	PUNCT
fusus-469	301	1	furthermore	furthermore	ADV
fusus-469	301	2	,	,	PUNCT
fusus-469	301	3	while	while	SCONJ
fusus-469	301	4	commercial	commercial	ADJ
fusus-469	301	5	co₂	co₂	NOUN
fusus-469	301	6	sensors	sensor	NOUN
fusus-469	301	7	are	be	AUX
fusus-469	301	8	limited	limit	VERB
fusus-469	301	9	to	to	ADP
fusus-469	301	10	a	a	DET
fusus-469	301	11	maximum	maximum	ADJ
fusus-469	301	12	concentration	concentration	NOUN
fusus-469	301	13	of	of	ADP
fusus-469	301	14	5000	5000	NUM
fusus-469	301	15	ppm	ppm	NOUN
fusus-469	301	16	,	,	PUNCT
fusus-469	301	17	the	the	DET
fusus-469	301	18	mos	mos	PROPN
fusus-469	301	19	gas	gas	NOUN
fusus-469	301	20	sensors	sensor	NOUN
fusus-469	301	21	used	use	VERB
fusus-469	301	22	in	in	ADP
fusus-469	301	23	this	this	DET
fusus-469	301	24	study	study	NOUN
fusus-469	301	25	demonstrate	demonstrate	VERB
fusus-469	301	26	the	the	DET
fusus-469	301	27	capability	capability	NOUN
fusus-469	301	28	to	to	PART
fusus-469	301	29	measure	measure	VERB
fusus-469	301	30	beyond	beyond	ADP
fusus-469	301	31	this	this	DET
fusus-469	301	32	range	range	NOUN
fusus-469	301	33	,	,	PUNCT
fusus-469	301	34	highlighting	highlight	VERB
fusus-469	301	35	their	their	PRON
fusus-469	301	36	extended	extended	ADJ
fusus-469	301	37	detection	detection	NOUN
fusus-469	301	38	potential	potential	NOUN
fusus-469	301	39	.	.	PUNCT
fusus-469	302	1	for	for	ADP
fusus-469	302	2	moderate	moderate	ADJ
fusus-469	302	3	and	and	CCONJ
fusus-469	302	4	bad	bad	ADJ
fusus-469	302	5	samples	sample	NOUN
fusus-469	302	6	,	,	PUNCT
fusus-469	302	7	tgs2602	tgs2602	NOUN
fusus-469	302	8	and	and	CCONJ
fusus-469	302	9	tgs2620	tgs2620	NOUN
fusus-469	302	10	recorded	record	VERB
fusus-469	302	11	the	the	DET
fusus-469	302	12	highest	high	ADJ
fusus-469	302	13	r	r	NOUN
fusus-469	302	14	-	-	PUNCT
fusus-469	302	15	squared	square	VERB
fusus-469	302	16	values	value	NOUN
fusus-469	302	17	among	among	ADP
fusus-469	302	18	the	the	DET
fusus-469	302	19	four	four	NUM
fusus-469	302	20	sensors	sensor	NOUN
fusus-469	302	21	at	at	ADP
fusus-469	302	22	the	the	DET
fusus-469	302	23	selected	select	VERB
fusus-469	302	24	time	time	NOUN
fusus-469	302	25	intervals	interval	NOUN
fusus-469	302	26	(	(	PUNCT
fusus-469	302	27	25s	25s	NUM
fusus-469	302	28	,	,	PUNCT
fusus-469	302	29	45s	45	NOUN
fusus-469	302	30	,	,	PUNCT
fusus-469	302	31	75s	75	NOUN
fusus-469	302	32	)	)	PUNCT
fusus-469	302	33	,	,	PUNCT
fusus-469	302	34	as	as	SCONJ
fusus-469	302	35	shown	show	VERB
fusus-469	302	36	in	in	ADP
fusus-469	302	37	table	table	NOUN
fusus-469	302	38	14	14	NUM
fusus-469	302	39	.	.	PUNCT
fusus-469	303	1	to	to	PART
fusus-469	303	2	highlight	highlight	VERB
fusus-469	303	3	the	the	DET
fusus-469	303	4	most	most	ADV
fusus-469	303	5	reliable	reliable	ADJ
fusus-469	303	6	data	datum	NOUN
fusus-469	303	7	,	,	PUNCT
fusus-469	303	8	this	this	DET
fusus-469	303	9	paper	paper	NOUN
fusus-469	303	10	presents	present	VERB
fusus-469	303	11	the	the	DET
fusus-469	303	12	vout	vout	NOUN
fusus-469	303	13	vs.	vs.	ADP
fusus-469	303	14	ppm	ppm	NOUN
fusus-469	303	15	plots	plot	NOUN
fusus-469	303	16	for	for	ADP
fusus-469	303	17	tgs2620	tgs2620	NOUN
fusus-469	303	18	at	at	ADP
fusus-469	303	19	the	the	DET
fusus-469	303	20	25s	25s	NUM
fusus-469	303	21	interval	interval	NOUN
fusus-469	303	22	and	and	CCONJ
fusus-469	303	23	tgs2602	tgs2602	NOUN
fusus-469	303	24	at	at	ADP
fusus-469	303	25	the	the	DET
fusus-469	303	26	45s	45	NOUN
fusus-469	303	27	and	and	CCONJ
fusus-469	303	28	75s	75	NOUN
fusus-469	303	29	intervals	interval	NOUN
fusus-469	303	30	.	.	PUNCT
fusus-469	304	1	these	these	DET
fusus-469	304	2	intervals	interval	NOUN
fusus-469	304	3	demonstrate	demonstrate	VERB
fusus-469	304	4	the	the	DET
fusus-469	304	5	strongest	strong	ADJ
fusus-469	304	6	linear	linear	ADJ
fusus-469	304	7	relationships	relationship	NOUN
fusus-469	304	8	,	,	PUNCT
fusus-469	304	9	making	make	VERB
fusus-469	304	10	them	they	PRON
fusus-469	304	11	ideal	ideal	ADJ
fusus-469	304	12	for	for	ADP
fusus-469	304	13	regression	regression	NOUN
fusus-469	304	14	analysis	analysis	NOUN
fusus-469	304	15	.	.	PUNCT
fusus-469	305	1	referring	refer	VERB
fusus-469	305	2	to	to	ADP
fusus-469	305	3	table	table	NOUN
fusus-469	305	4	10	10	NUM
fusus-469	305	5	and	and	CCONJ
fusus-469	305	6	table	table	NOUN
fusus-469	305	7	11	11	NUM
fusus-469	305	8	,	,	PUNCT
fusus-469	305	9	co₂	co₂	NOUN
fusus-469	305	10	concentrations	concentration	NOUN
fusus-469	305	11	differ	differ	VERB
fusus-469	305	12	between	between	ADP
fusus-469	305	13	"	"	PUNCT
fusus-469	305	14	good	good	ADJ
fusus-469	305	15	air	air	NOUN
fusus-469	305	16	"	"	PUNCT
fusus-469	305	17	and	and	CCONJ
fusus-469	305	18	"	"	PUNCT
fusus-469	305	19	moderate	moderate	ADJ
fusus-469	305	20	air	air	NOUN
fusus-469	305	21	"	"	PUNCT
fusus-469	305	22	quality	quality	NOUN
fusus-469	305	23	levels	level	NOUN
fusus-469	305	24	.	.	PUNCT
fusus-469	306	1	at	at	ADP
fusus-469	306	2	kampung	kampung	PROPN
fusus-469	306	3	haji	haji	PROPN
fusus-469	306	4	baki	baki	PROPN
fusus-469	306	5	(	(	PUNCT
fusus-469	306	6	table	table	NOUN
fusus-469	306	7	10	10	NUM
fusus-469	306	8	)	)	PUNCT
fusus-469	306	9	,	,	PUNCT
fusus-469	306	10	average	average	ADJ
fusus-469	306	11	co₂	co₂	NOUN
fusus-469	306	12	concentrations	concentration	NOUN
fusus-469	306	13	range	range	VERB
fusus-469	306	14	from	from	ADP
fusus-469	306	15	1699.8	1699.8	NUM
fusus-469	306	16	ppm	ppm	NOUN
fusus-469	306	17	to	to	ADP
fusus-469	306	18	4316	4316	NUM
fusus-469	306	19	ppm	ppm	NOUN
fusus-469	306	20	,	,	PUNCT
fusus-469	306	21	categorized	categorize	VERB
fusus-469	306	22	as	as	ADP
fusus-469	306	23	good	good	ADJ
fusus-469	306	24	air	air	NOUN
fusus-469	306	25	.	.	PUNCT
fusus-469	307	1	in	in	ADP
fusus-469	307	2	contrast	contrast	NOUN
fusus-469	307	3	,	,	PUNCT
fusus-469	307	4	malaysia	malaysia	PROPN
fusus-469	307	5	-	-	PUNCT
fusus-469	307	6	china	china	PROPN
fusus-469	307	7	friendship	friendship	PROPN
fusus-469	307	8	park	park	NOUN
fusus-469	307	9	(	(	PUNCT
fusus-469	307	10	table	table	NOUN
fusus-469	307	11	11	11	NUM
fusus-469	307	12	)	)	PUNCT
fusus-469	307	13	shows	show	VERB
fusus-469	307	14	averages	average	NOUN
fusus-469	307	15	from	from	ADP
fusus-469	307	16	459	459	NUM
fusus-469	307	17	ppm	ppm	NOUN
fusus-469	307	18	to	to	ADP
fusus-469	307	19	565	565	NUM
fusus-469	307	20	ppm	ppm	NOUN
fusus-469	307	21	,	,	PUNCT
fusus-469	307	22	reflecting	reflect	VERB
fusus-469	307	23	moderate	moderate	ADJ
fusus-469	307	24	air	air	NOUN
fusus-469	307	25	quality	quality	NOUN
fusus-469	307	26	.	.	PUNCT
fusus-469	308	1	these	these	DET
fusus-469	308	2	variations	variation	NOUN
fusus-469	308	3	highlight	highlight	VERB
fusus-469	308	4	the	the	DET
fusus-469	308	5	impact	impact	NOUN
fusus-469	308	6	of	of	ADP
fusus-469	308	7	location	location	NOUN
fusus-469	308	8	on	on	ADP
fusus-469	308	9	co₂	co₂	PROPN
fusus-469	308	10	levels	level	NOUN
fusus-469	308	11	.	.	PUNCT
fusus-469	309	1	forests	forest	NOUN
fusus-469	309	2	like	like	ADP
fusus-469	309	3	kampung	kampung	PROPN
fusus-469	309	4	haji	haji	PROPN
fusus-469	309	5	baki	baki	PROPN
fusus-469	309	6	have	have	VERB
fusus-469	309	7	higher	high	ADJ
fusus-469	309	8	co₂	co₂	NOUN
fusus-469	309	9	due	due	ADP
fusus-469	309	10	to	to	ADP
fusus-469	309	11	soil	soil	NOUN
fusus-469	309	12	respiration	respiration	NOUN
fusus-469	309	13	,	,	PUNCT
fusus-469	309	14	microbial	microbial	ADJ
fusus-469	309	15	activity	activity	NOUN
fusus-469	309	16	,	,	PUNCT
fusus-469	309	17	and	and	CCONJ
fusus-469	309	18	restricted	restrict	VERB
fusus-469	309	19	airflow	airflow	NOUN
fusus-469	309	20	from	from	ADP
fusus-469	309	21	dense	dense	ADJ
fusus-469	309	22	vegetation	vegetation	NOUN
fusus-469	309	23	.	.	PUNCT
fusus-469	310	1	urban	urban	ADJ
fusus-469	310	2	parks	park	NOUN
fusus-469	310	3	,	,	PUNCT
fusus-469	310	4	such	such	ADJ
fusus-469	310	5	as	as	ADP
fusus-469	310	6	malaysiachina	malaysiachina	PROPN
fusus-469	310	7	friendship	friendship	PROPN
fusus-469	310	8	park	park	PROPN
fusus-469	310	9	,	,	PUNCT
fusus-469	310	10	benefit	benefit	VERB
fusus-469	310	11	from	from	ADP
fusus-469	310	12	photosynthesis	photosynthesis	NOUN
fusus-469	310	13	,	,	PUNCT
fusus-469	310	14	better	well	ADJ
fusus-469	310	15	airflow	airflow	NOUN
fusus-469	310	16	,	,	PUNCT
fusus-469	310	17	and	and	CCONJ
fusus-469	310	18	aquatic	aquatic	ADJ
fusus-469	310	19	co₂	co₂	NOUN
fusus-469	310	20	absorption	absorption	NOUN
fusus-469	310	21	,	,	PUNCT
fusus-469	310	22	resulting	result	VERB
fusus-469	310	23	in	in	ADP
fusus-469	310	24	lower	low	ADJ
fusus-469	310	25	co₂	co₂	NOUN
fusus-469	310	26	levels	level	NOUN
fusus-469	310	27	(	(	PUNCT
fusus-469	310	28	400–700	400–700	NUM
fusus-469	310	29	ppm	ppm	NOUN
fusus-469	310	30	)	)	PUNCT
fusus-469	310	31	.	.	PUNCT
fusus-469	311	1	table	table	NOUN
fusus-469	311	2	13	13	NUM
fusus-469	311	3	.	.	PUNCT
fusus-469	312	1	plot	plot	NOUN
fusus-469	312	2	of	of	ADP
fusus-469	312	3	vout	vout	PROPN
fusus-469	312	4	vs.	vs.	ADP
fusus-469	312	5	commercial	commercial	ADJ
fusus-469	312	6	(	(	PUNCT
fusus-469	312	7	ppm	ppm	NOUN
fusus-469	312	8	)	)	PUNCT
fusus-469	312	9	for	for	ADP
fusus-469	312	10	good	good	ADJ
fusus-469	312	11	and	and	CCONJ
fusus-469	312	12	bad	bad	ADJ
fusus-469	312	13	samples	sample	NOUN
fusus-469	312	14	at	at	ADP
fusus-469	312	15	25s	25s	NUM
fusus-469	312	16	,	,	PUNCT
fusus-469	312	17	45s	45	NOUN
fusus-469	312	18	and	and	CCONJ
fusus-469	312	19	75s	75	NOUN
fusus-469	312	20	time	time	NOUN
fusus-469	312	21	interval	interval	NOUN
fusus-469	312	22	plot	plot	NOUN
fusus-469	312	23	of	of	ADP
fusus-469	312	24	vout	vout	PROPN
fusus-469	312	25	vs	vs	ADP
fusus-469	312	26	commercial	commercial	ADJ
fusus-469	312	27	(	(	PUNCT
fusus-469	312	28	ppm	ppm	NOUN
fusus-469	312	29	)	)	PUNCT
fusus-469	312	30	25s	25	NOUN
fusus-469	312	31	45s	45	NOUN
fusus-469	312	32	75s	75	NOUN
fusus-469	312	33	table	table	NOUN
fusus-469	312	34	14	14	NUM
fusus-469	312	35	.	.	PUNCT
fusus-469	313	1	plot	plot	NOUN
fusus-469	313	2	of	of	ADP
fusus-469	313	3	vout	vout	PROPN
fusus-469	313	4	vs.	vs.	ADP
fusus-469	313	5	commercial	commercial	ADJ
fusus-469	313	6	(	(	PUNCT
fusus-469	313	7	ppm	ppm	NOUN
fusus-469	313	8	)	)	PUNCT
fusus-469	313	9	for	for	ADP
fusus-469	313	10	moderate	moderate	ADJ
fusus-469	313	11	and	and	CCONJ
fusus-469	313	12	bad	bad	ADJ
fusus-469	313	13	samples	sample	NOUN
fusus-469	313	14	at	at	ADP
fusus-469	313	15	25s	25s	NUM
fusus-469	313	16	,	,	PUNCT
fusus-469	313	17	45s	45	NOUN
fusus-469	313	18	and	and	CCONJ
fusus-469	313	19	75s	75	NOUN
fusus-469	313	20	time	time	NOUN
fusus-469	313	21	interval	interval	NOUN
fusus-469	313	22	plot	plot	NOUN
fusus-469	313	23	of	of	ADP
fusus-469	313	24	vout	vout	PROPN
fusus-469	313	25	vs	vs	ADP
fusus-469	313	26	commercial	commercial	ADJ
fusus-469	313	27	(	(	PUNCT
fusus-469	313	28	ppm	ppm	NOUN
fusus-469	313	29	)	)	PUNCT
fusus-469	313	30	25s	25	NOUN
fusus-469	313	31	45s	45	NOUN
fusus-469	313	32	75s	75	NOUN
fusus-469	313	33	ecq	ecq	NOUN
fusus-469	313	34	.	.	PUNCT
fusus-469	314	1	heng	heng	PROPN
fusus-469	314	2	et	et	PROPN
fusus-469	314	3	al	al	PROPN
fusus-469	314	4	.	.	PROPN
fusus-469	314	5	/future	/future	PROPN
fusus-469	315	1	sustainability	sustainability	PROPN
fusus-469	315	2	november	november	PROPN
fusus-469	315	3	2025|	2025|	NUM
fusus-469	315	4	volume	volume	NOUN
fusus-469	315	5	03	03	NUM
fusus-469	316	1	|	|	ADV
fusus-469	316	2	issue	issue	VERB
fusus-469	316	3	04	04	NUM
fusus-469	317	1	|	|	CCONJ
fusus-469	317	2	pages	page	VERB
fusus-469	317	3	32	32	NUM
fusus-469	317	4	-	-	SYM
fusus-469	317	5	46	46	NUM
fusus-469	317	6	45	45	NUM
fusus-469	317	7	4	4	NUM
fusus-469	317	8	.	.	PUNCT
fusus-469	318	1	conclusions	conclusion	NOUN
fusus-469	318	2	this	this	DET
fusus-469	318	3	research	research	NOUN
fusus-469	318	4	demonstrated	demonstrate	VERB
fusus-469	318	5	the	the	DET
fusus-469	318	6	development	development	NOUN
fusus-469	318	7	and	and	CCONJ
fusus-469	318	8	effectiveness	effectiveness	NOUN
fusus-469	318	9	of	of	ADP
fusus-469	318	10	an	an	DET
fusus-469	318	11	advanced	advanced	ADJ
fusus-469	318	12	enose	enose	NOUN
fusus-469	318	13	system	system	NOUN
fusus-469	318	14	,	,	PUNCT
fusus-469	318	15	equipped	equip	VERB
fusus-469	318	16	with	with	ADP
fusus-469	318	17	metal	metal	NOUN
fusus-469	318	18	oxide	oxide	NOUN
fusus-469	318	19	semiconductor	semiconductor	NOUN
fusus-469	318	20	(	(	PUNCT
fusus-469	318	21	mos	mos	NOUN
fusus-469	318	22	)	)	PUNCT
fusus-469	318	23	sensors	sensor	NOUN
fusus-469	318	24	,	,	PUNCT
fusus-469	318	25	for	for	ADP
fusus-469	318	26	real	real	ADJ
fusus-469	318	27	-	-	PUNCT
fusus-469	318	28	time	time	NOUN
fusus-469	318	29	air	air	NOUN
fusus-469	318	30	quality	quality	NOUN
fusus-469	318	31	and	and	CCONJ
fusus-469	318	32	flue	flue	NOUN
fusus-469	318	33	gas	gas	NOUN
fusus-469	318	34	monitoring	monitoring	NOUN
fusus-469	318	35	.	.	PUNCT
fusus-469	319	1	by	by	ADP
fusus-469	319	2	addressing	address	VERB
fusus-469	319	3	key	key	ADJ
fusus-469	319	4	limitations	limitation	NOUN
fusus-469	319	5	of	of	ADP
fusus-469	319	6	traditional	traditional	ADJ
fusus-469	319	7	gas	gas	NOUN
fusus-469	319	8	sensing	sense	VERB
fusus-469	319	9	systems	system	NOUN
fusus-469	319	10	,	,	PUNCT
fusus-469	319	11	the	the	DET
fusus-469	319	12	study	study	NOUN
fusus-469	319	13	introduced	introduce	VERB
fusus-469	319	14	a	a	DET
fusus-469	319	15	more	more	ADV
fusus-469	319	16	efficient	efficient	ADJ
fusus-469	319	17	,	,	PUNCT
fusus-469	319	18	accurate	accurate	ADJ
fusus-469	319	19	,	,	PUNCT
fusus-469	319	20	and	and	CCONJ
fusus-469	319	21	cost	cost	NOUN
fusus-469	319	22	-	-	PUNCT
fusus-469	319	23	effective	effective	ADJ
fusus-469	319	24	solution	solution	NOUN
fusus-469	319	25	for	for	ADP
fusus-469	319	26	detecting	detect	VERB
fusus-469	319	27	pollutants	pollutant	NOUN
fusus-469	319	28	such	such	ADJ
fusus-469	319	29	as	as	ADP
fusus-469	319	30	carbon	carbon	NOUN
fusus-469	319	31	monoxide	monoxide	NOUN
fusus-469	319	32	(	(	PUNCT
fusus-469	319	33	co	co	NOUN
fusus-469	319	34	)	)	PUNCT
fusus-469	319	35	and	and	CCONJ
fusus-469	319	36	carbon	carbon	NOUN
fusus-469	319	37	dioxide	dioxide	NOUN
fusus-469	319	38	(	(	PUNCT
fusus-469	319	39	co₂	co₂	NOUN
fusus-469	319	40	)	)	PUNCT
fusus-469	319	41	.	.	PUNCT
fusus-469	320	1	key	key	ADJ
fusus-469	320	2	advancements	advancement	NOUN
fusus-469	320	3	included	include	VERB
fusus-469	320	4	precise	precise	ADJ
fusus-469	320	5	temperature	temperature	NOUN
fusus-469	320	6	control	control	NOUN
fusus-469	320	7	,	,	PUNCT
fusus-469	320	8	improved	improve	VERB
fusus-469	320	9	sensor	sensor	NOUN
fusus-469	320	10	chamber	chamber	NOUN
fusus-469	320	11	design	design	NOUN
fusus-469	320	12	,	,	PUNCT
fusus-469	320	13	and	and	CCONJ
fusus-469	320	14	optimized	optimize	VERB
fusus-469	320	15	sampling	sampling	NOUN
fusus-469	320	16	methods	method	NOUN
fusus-469	320	17	,	,	PUNCT
fusus-469	320	18	all	all	PRON
fusus-469	320	19	of	of	ADP
fusus-469	320	20	which	which	PRON
fusus-469	320	21	enhanced	enhance	VERB
fusus-469	320	22	the	the	DET
fusus-469	320	23	performance	performance	NOUN
fusus-469	320	24	and	and	CCONJ
fusus-469	320	25	stability	stability	NOUN
fusus-469	320	26	of	of	ADP
fusus-469	320	27	the	the	DET
fusus-469	320	28	mos	mos	PROPN
fusus-469	320	29	sensors	sensor	NOUN
fusus-469	320	30	.	.	PUNCT
fusus-469	321	1	the	the	DET
fusus-469	321	2	integration	integration	NOUN
fusus-469	321	3	of	of	ADP
fusus-469	321	4	automatic	automatic	ADJ
fusus-469	321	5	digital	digital	ADJ
fusus-469	321	6	buck	buck	NOUN
fusus-469	321	7	converters	converter	NOUN
fusus-469	321	8	significantly	significantly	ADV
fusus-469	321	9	reduced	reduce	VERB
fusus-469	321	10	the	the	DET
fusus-469	321	11	sampling	sampling	NOUN
fusus-469	321	12	time	time	NOUN
fusus-469	321	13	from	from	ADP
fusus-469	321	14	390	390	NUM
fusus-469	321	15	seconds	second	NOUN
fusus-469	321	16	to	to	ADP
fusus-469	321	17	just	just	ADV
fusus-469	321	18	130	130	NUM
fusus-469	321	19	seconds	second	NOUN
fusus-469	321	20	,	,	PUNCT
fusus-469	321	21	while	while	SCONJ
fusus-469	321	22	maintaining	maintain	VERB
fusus-469	321	23	consistent	consistent	ADJ
fusus-469	321	24	and	and	CCONJ
fusus-469	321	25	reliable	reliable	ADJ
fusus-469	321	26	operation	operation	NOUN
fusus-469	321	27	.	.	PUNCT
fusus-469	322	1	the	the	DET
fusus-469	322	2	redesigned	redesign	VERB
fusus-469	322	3	sensor	sensor	NOUN
fusus-469	322	4	chamber	chamber	NOUN
fusus-469	322	5	ensured	ensure	VERB
fusus-469	322	6	improved	improved	ADJ
fusus-469	322	7	airflow	airflow	NOUN
fusus-469	322	8	,	,	PUNCT
fusus-469	322	9	maintained	maintain	VERB
fusus-469	322	10	airtight	airtight	NOUN
fusus-469	322	11	conditions	condition	NOUN
fusus-469	322	12	,	,	PUNCT
fusus-469	322	13	and	and	CCONJ
fusus-469	322	14	minimized	minimized	ADJ
fusus-469	322	15	external	external	ADJ
fusus-469	322	16	interference	interference	NOUN
fusus-469	322	17	,	,	PUNCT
fusus-469	322	18	resulting	result	VERB
fusus-469	322	19	in	in	ADP
fusus-469	322	20	more	more	ADV
fusus-469	322	21	accurate	accurate	ADJ
fusus-469	322	22	gas	gas	NOUN
fusus-469	322	23	detection	detection	NOUN
fusus-469	322	24	.	.	PUNCT
fusus-469	323	1	the	the	DET
fusus-469	323	2	system	system	NOUN
fusus-469	323	3	successfully	successfully	ADV
fusus-469	323	4	quantified	quantify	VERB
fusus-469	323	5	pollutant	pollutant	ADJ
fusus-469	323	6	concentrations	concentration	NOUN
fusus-469	323	7	and	and	CCONJ
fusus-469	323	8	classified	classified	ADJ
fusus-469	323	9	air	air	NOUN
fusus-469	323	10	quality	quality	NOUN
fusus-469	323	11	into	into	ADP
fusus-469	323	12	"	"	PUNCT
fusus-469	323	13	good	good	ADJ
fusus-469	323	14	,	,	PUNCT
fusus-469	323	15	"	"	PUNCT
fusus-469	323	16	"	"	PUNCT
fusus-469	323	17	moderate	moderate	ADJ
fusus-469	323	18	,	,	PUNCT
fusus-469	323	19	"	"	PUNCT
fusus-469	323	20	and	and	CCONJ
fusus-469	323	21	"	"	PUNCT
fusus-469	323	22	bad	bad	ADJ
fusus-469	323	23	"	"	PUNCT
fusus-469	323	24	categories	category	NOUN
fusus-469	323	25	with	with	ADP
fusus-469	323	26	over	over	ADP
fusus-469	323	27	91	91	NUM
fusus-469	323	28	%	%	NOUN
fusus-469	323	29	classification	classification	NOUN
fusus-469	323	30	accuracy	accuracy	NOUN
fusus-469	323	31	.	.	PUNCT
fusus-469	324	1	machine	machine	NOUN
fusus-469	324	2	learning	learning	NOUN
fusus-469	324	3	models	model	NOUN
fusus-469	324	4	,	,	PUNCT
fusus-469	324	5	such	such	ADJ
fusus-469	324	6	as	as	ADP
fusus-469	324	7	bagged	bag	VERB
fusus-469	324	8	trees	tree	NOUN
fusus-469	324	9	and	and	CCONJ
fusus-469	324	10	svm	svm	ADJ
fusus-469	324	11	kernel	kernel	NOUN
fusus-469	324	12	,	,	PUNCT
fusus-469	324	13	further	far	ADV
fusus-469	324	14	improved	improve	VERB
fusus-469	324	15	classification	classification	NOUN
fusus-469	324	16	reliability	reliability	NOUN
fusus-469	324	17	,	,	PUNCT
fusus-469	324	18	while	while	SCONJ
fusus-469	324	19	linear	linear	ADJ
fusus-469	324	20	regression	regression	NOUN
fusus-469	324	21	models	model	NOUN
fusus-469	324	22	demonstrated	demonstrate	VERB
fusus-469	324	23	strong	strong	ADJ
fusus-469	324	24	correlations	correlation	NOUN
fusus-469	324	25	,	,	PUNCT
fusus-469	324	26	confirming	confirm	VERB
fusus-469	324	27	the	the	DET
fusus-469	324	28	accuracy	accuracy	NOUN
fusus-469	324	29	of	of	ADP
fusus-469	324	30	sensor	sensor	NOUN
fusus-469	324	31	outputs	output	NOUN
fusus-469	324	32	.	.	PUNCT
fusus-469	325	1	analysis	analysis	NOUN
fusus-469	325	2	of	of	ADP
fusus-469	325	3	sensor	sensor	NOUN
fusus-469	325	4	behavior	behavior	NOUN
fusus-469	325	5	revealed	reveal	VERB
fusus-469	325	6	that	that	SCONJ
fusus-469	325	7	poor	poor	ADJ
fusus-469	325	8	air	air	NOUN
fusus-469	325	9	quality	quality	NOUN
fusus-469	325	10	was	be	AUX
fusus-469	325	11	characterized	characterize	VERB
fusus-469	325	12	by	by	ADP
fusus-469	325	13	rapid	rapid	ADJ
fusus-469	325	14	voltage	voltage	NOUN
fusus-469	325	15	increases	increase	NOUN
fusus-469	325	16	(	(	PUNCT
fusus-469	325	17	3v–5v	3v–5v	PROPN
fusus-469	325	18	)	)	PUNCT
fusus-469	325	19	,	,	PUNCT
fusus-469	325	20	while	while	SCONJ
fusus-469	325	21	good	good	ADJ
fusus-469	325	22	to	to	ADP
fusus-469	325	23	moderate	moderate	ADJ
fusus-469	325	24	air	air	NOUN
fusus-469	325	25	conditions	condition	NOUN
fusus-469	325	26	showed	show	VERB
fusus-469	325	27	stable	stable	ADJ
fusus-469	325	28	voltages	voltage	NOUN
fusus-469	325	29	below	below	ADP
fusus-469	325	30	2.5v	2.5v	NUM
fusus-469	325	31	.	.	PUNCT
fusus-469	326	1	notably	notably	ADV
fusus-469	326	2	,	,	PUNCT
fusus-469	326	3	45second	45second	NUM
fusus-469	326	4	sampling	sample	VERB
fusus-469	326	5	intervals	interval	NOUN
fusus-469	326	6	provided	provide	VERB
fusus-469	326	7	an	an	DET
fusus-469	326	8	optimal	optimal	ADJ
fusus-469	326	9	balance	balance	NOUN
fusus-469	326	10	between	between	ADP
fusus-469	326	11	sensor	sensor	NOUN
fusus-469	326	12	response	response	NOUN
fusus-469	326	13	stability	stability	NOUN
fusus-469	326	14	and	and	CCONJ
fusus-469	326	15	classification	classification	NOUN
fusus-469	326	16	accuracy	accuracy	NOUN
fusus-469	326	17	.	.	PUNCT
fusus-469	327	1	additionally	additionally	ADV
fusus-469	327	2	,	,	PUNCT
fusus-469	327	3	outlier	outlier	NOUN
fusus-469	327	4	removal	removal	NOUN
fusus-469	327	5	significantly	significantly	ADV
fusus-469	327	6	improved	improve	VERB
fusus-469	327	7	data	datum	NOUN
fusus-469	327	8	quality	quality	NOUN
fusus-469	327	9	and	and	CCONJ
fusus-469	327	10	model	model	NOUN
fusus-469	327	11	performance	performance	NOUN
fusus-469	327	12	.	.	PUNCT
fusus-469	328	1	effective	effective	ADJ
fusus-469	328	2	strategies	strategy	NOUN
fusus-469	328	3	,	,	PUNCT
fusus-469	328	4	such	such	ADJ
fusus-469	328	5	as	as	ADP
fusus-469	328	6	the	the	DET
fusus-469	328	7	use	use	NOUN
fusus-469	328	8	of	of	ADP
fusus-469	328	9	tedlar	tedlar	ADJ
fusus-469	328	10	bags	bag	NOUN
fusus-469	328	11	for	for	ADP
fusus-469	328	12	sample	sample	NOUN
fusus-469	328	13	preservation	preservation	NOUN
fusus-469	328	14	and	and	CCONJ
fusus-469	328	15	automated	automate	VERB
fusus-469	328	16	voltage	voltage	NOUN
fusus-469	328	17	adjustments	adjustment	NOUN
fusus-469	328	18	,	,	PUNCT
fusus-469	328	19	enhanced	enhance	VERB
fusus-469	328	20	the	the	DET
fusus-469	328	21	consistency	consistency	NOUN
fusus-469	328	22	of	of	ADP
fusus-469	328	23	air	air	NOUN
fusus-469	328	24	sample	sample	PROPN
fusus-469	328	25	collection	collection	NOUN
fusus-469	328	26	.	.	PUNCT
fusus-469	329	1	looking	look	VERB
fusus-469	329	2	ahead	ahead	ADV
fusus-469	329	3	,	,	PUNCT
fusus-469	329	4	future	future	ADJ
fusus-469	329	5	research	research	NOUN
fusus-469	329	6	should	should	AUX
fusus-469	329	7	explore	explore	VERB
fusus-469	329	8	the	the	DET
fusus-469	329	9	enose	enose	NOUN
fusus-469	329	10	’s	’s	PART
fusus-469	329	11	performance	performance	NOUN
fusus-469	329	12	under	under	ADP
fusus-469	329	13	varied	varied	ADJ
fusus-469	329	14	environmental	environmental	ADJ
fusus-469	329	15	conditions	condition	NOUN
fusus-469	329	16	,	,	PUNCT
fusus-469	329	17	including	include	VERB
fusus-469	329	18	fluctuations	fluctuation	NOUN
fusus-469	329	19	in	in	ADP
fusus-469	329	20	temperature	temperature	NOUN
fusus-469	329	21	and	and	CCONJ
fusus-469	329	22	humidity	humidity	NOUN
fusus-469	329	23	,	,	PUNCT
fusus-469	329	24	to	to	PART
fusus-469	329	25	ensure	ensure	VERB
fusus-469	329	26	greater	great	ADJ
fusus-469	329	27	robustness	robustness	NOUN
fusus-469	329	28	.	.	PUNCT
fusus-469	330	1	refining	refining	NOUN
fusus-469	330	2	sampling	sampling	NOUN
fusus-469	330	3	methodologies	methodology	NOUN
fusus-469	330	4	for	for	ADP
fusus-469	330	5	moderate	moderate	ADJ
fusus-469	330	6	and	and	CCONJ
fusus-469	330	7	high	high	ADJ
fusus-469	330	8	-	-	PUNCT
fusus-469	330	9	pollution	pollution	NOUN
fusus-469	330	10	scenarios	scenario	NOUN
fusus-469	330	11	,	,	PUNCT
fusus-469	330	12	incorporating	incorporate	VERB
fusus-469	330	13	advanced	advanced	ADJ
fusus-469	330	14	sensors	sensor	NOUN
fusus-469	330	15	with	with	ADP
fusus-469	330	16	extended	extended	ADJ
fusus-469	330	17	detection	detection	NOUN
fusus-469	330	18	ranges	range	NOUN
fusus-469	330	19	,	,	PUNCT
fusus-469	330	20	and	and	CCONJ
fusus-469	330	21	conducting	conduct	VERB
fusus-469	330	22	long	long	ADJ
fusus-469	330	23	-	-	PUNCT
fusus-469	330	24	term	term	NOUN
fusus-469	330	25	field	field	NOUN
fusus-469	330	26	deployments	deployment	NOUN
fusus-469	330	27	will	will	AUX
fusus-469	330	28	further	far	ADV
fusus-469	330	29	align	align	VERB
fusus-469	330	30	the	the	DET
fusus-469	330	31	system	system	NOUN
fusus-469	330	32	with	with	ADP
fusus-469	330	33	conventional	conventional	ADJ
fusus-469	330	34	air	air	NOUN
fusus-469	330	35	monitoring	monitoring	NOUN
fusus-469	330	36	standards	standard	NOUN
fusus-469	330	37	.	.	PUNCT
fusus-469	331	1	in	in	ADP
fusus-469	331	2	conclusion	conclusion	NOUN
fusus-469	331	3	,	,	PUNCT
fusus-469	331	4	the	the	DET
fusus-469	331	5	enose	enose	NOUN
fusus-469	331	6	system	system	NOUN
fusus-469	331	7	represents	represent	VERB
fusus-469	331	8	a	a	DET
fusus-469	331	9	scalable	scalable	ADJ
fusus-469	331	10	,	,	PUNCT
fusus-469	331	11	portable	portable	ADJ
fusus-469	331	12	,	,	PUNCT
fusus-469	331	13	and	and	CCONJ
fusus-469	331	14	reliable	reliable	ADJ
fusus-469	331	15	tool	tool	NOUN
fusus-469	331	16	for	for	ADP
fusus-469	331	17	environmental	environmental	ADJ
fusus-469	331	18	monitoring	monitoring	NOUN
fusus-469	331	19	and	and	CCONJ
fusus-469	331	20	industrial	industrial	ADJ
fusus-469	331	21	fault	fault	NOUN
fusus-469	331	22	detection	detection	NOUN
fusus-469	331	23	.	.	PUNCT
fusus-469	332	1	its	its	PRON
fusus-469	332	2	high	high	ADJ
fusus-469	332	3	efficiency	efficiency	NOUN
fusus-469	332	4	,	,	PUNCT
fusus-469	332	5	adaptability	adaptability	NOUN
fusus-469	332	6	,	,	PUNCT
fusus-469	332	7	and	and	CCONJ
fusus-469	332	8	real	real	ADJ
fusus-469	332	9	-	-	PUNCT
fusus-469	332	10	time	time	NOUN
fusus-469	332	11	capabilities	capability	NOUN
fusus-469	332	12	make	make	VERB
fusus-469	332	13	it	it	PRON
fusus-469	332	14	a	a	DET
fusus-469	332	15	valuable	valuable	ADJ
fusus-469	332	16	asset	asset	NOUN
fusus-469	332	17	for	for	ADP
fusus-469	332	18	modern	modern	ADJ
fusus-469	332	19	air	air	NOUN
fusus-469	332	20	pollution	pollution	NOUN
fusus-469	332	21	management	management	NOUN
fusus-469	332	22	strategies	strategy	NOUN
fusus-469	332	23	.	.	PUNCT
fusus-469	333	1	acknowledgements	acknowledgement	VERB
fusus-469	333	2	the	the	DET
fusus-469	333	3	author	author	NOUN
fusus-469	333	4	would	would	AUX
fusus-469	333	5	like	like	VERB
fusus-469	333	6	to	to	PART
fusus-469	333	7	express	express	VERB
fusus-469	333	8	sincere	sincere	ADJ
fusus-469	333	9	gratitude	gratitude	NOUN
fusus-469	333	10	to	to	ADP
fusus-469	333	11	ir	ir	PROPN
fusus-469	333	12	.	.	PUNCT
fusus-469	334	1	a	a	DET
fusus-469	334	2	/	/	SYM
fusus-469	334	3	prof	prof	NOUN
fusus-469	334	4	.	.	PUNCT
fusus-469	335	1	dr	dr	PROPN
fusus-469	335	2	.	.	PROPN
fusus-469	335	3	chua	chua	PROPN
fusus-469	335	4	hong	hong	PROPN
fusus-469	335	5	siang	siang	PROPN
fusus-469	335	6	and	and	CCONJ
fusus-469	335	7	dr	dr	PROPN
fusus-469	335	8	.	.	PROPN
fusus-469	335	9	lee	lee	PROPN
fusus-469	335	10	hui	hui	PROPN
fusus-469	335	11	en	en	X
fusus-469	335	12	for	for	ADP
fusus-469	335	13	their	their	PRON
fusus-469	335	14	exceptional	exceptional	ADJ
fusus-469	335	15	mentorship	mentorship	NOUN
fusus-469	335	16	,	,	PUNCT
fusus-469	335	17	guidance	guidance	NOUN
fusus-469	335	18	,	,	PUNCT
fusus-469	335	19	and	and	CCONJ
fusus-469	335	20	unwavering	unwavere	VERB
fusus-469	335	21	support	support	NOUN
fusus-469	335	22	throughout	throughout	ADP
fusus-469	335	23	the	the	DET
fusus-469	335	24	project	project	NOUN
fusus-469	335	25	.	.	PUNCT
fusus-469	336	1	their	their	PRON
fusus-469	336	2	expertise	expertise	NOUN
fusus-469	336	3	and	and	CCONJ
fusus-469	336	4	insightful	insightful	ADJ
fusus-469	336	5	feedback	feedback	NOUN
fusus-469	336	6	were	be	AUX
fusus-469	336	7	instrumental	instrumental	ADJ
fusus-469	336	8	in	in	ADP
fusus-469	336	9	shaping	shape	VERB
fusus-469	336	10	the	the	DET
fusus-469	336	11	research	research	NOUN
fusus-469	336	12	and	and	CCONJ
fusus-469	336	13	enhancing	enhance	VERB
fusus-469	336	14	its	its	PRON
fusus-469	336	15	overall	overall	ADJ
fusus-469	336	16	quality	quality	NOUN
fusus-469	336	17	.	.	PUNCT
fusus-469	337	1	appreciation	appreciation	NOUN
fusus-469	337	2	is	be	AUX
fusus-469	337	3	also	also	ADV
fusus-469	337	4	extended	extend	VERB
fusus-469	337	5	to	to	PART
fusus-469	337	6	swinburne	swinburne	VERB
fusus-469	337	7	university	university	PROPN
fusus-469	337	8	of	of	ADP
fusus-469	337	9	technology	technology	NOUN
fusus-469	337	10	sarawak	sarawak	NOUN
fusus-469	337	11	for	for	ADP
fusus-469	337	12	providing	provide	VERB
fusus-469	337	13	the	the	DET
fusus-469	337	14	essential	essential	ADJ
fusus-469	337	15	resources	resource	NOUN
fusus-469	337	16	—	—	PUNCT
fusus-469	337	17	funding	funding	NOUN
fusus-469	337	18	,	,	PUNCT
fusus-469	337	19	facilities	facility	NOUN
fusus-469	337	20	,	,	PUNCT
fusus-469	337	21	and	and	CCONJ
fusus-469	337	22	software	software	NOUN
fusus-469	337	23	—	—	PUNCT
fusus-469	337	24	that	that	PRON
fusus-469	337	25	made	make	VERB
fusus-469	337	26	this	this	DET
fusus-469	337	27	project	project	NOUN
fusus-469	337	28	possible	possible	ADJ
fusus-469	337	29	.	.	PUNCT
fusus-469	338	1	ethical	ethical	ADJ
fusus-469	338	2	issue	issue	NOUN
fusus-469	338	3	the	the	DET
fusus-469	338	4	authors	author	NOUN
fusus-469	338	5	are	be	AUX
fusus-469	338	6	aware	aware	ADJ
fusus-469	338	7	of	of	ADP
fusus-469	338	8	and	and	CCONJ
fusus-469	338	9	comply	comply	ADJ
fusus-469	338	10	with	with	ADP
fusus-469	338	11	best	good	ADJ
fusus-469	338	12	practices	practice	NOUN
fusus-469	338	13	in	in	ADP
fusus-469	338	14	publication	publication	NOUN
fusus-469	338	15	ethics	ethic	NOUN
fusus-469	338	16	,	,	PUNCT
fusus-469	338	17	specifically	specifically	ADV
fusus-469	338	18	with	with	ADP
fusus-469	338	19	regard	regard	NOUN
fusus-469	338	20	to	to	ADP
fusus-469	338	21	authorship	authorship	NOUN
fusus-469	338	22	(	(	PUNCT
fusus-469	338	23	avoidance	avoidance	NOUN
fusus-469	338	24	of	of	ADP
fusus-469	338	25	guest	guest	NOUN
fusus-469	338	26	authorship	authorship	NOUN
fusus-469	338	27	)	)	PUNCT
fusus-469	338	28	,	,	PUNCT
fusus-469	338	29	dual	dual	ADJ
fusus-469	338	30	submission	submission	NOUN
fusus-469	338	31	,	,	PUNCT
fusus-469	338	32	manipulation	manipulation	NOUN
fusus-469	338	33	of	of	ADP
fusus-469	338	34	figures	figure	NOUN
fusus-469	338	35	,	,	PUNCT
fusus-469	338	36	competing	compete	VERB
fusus-469	338	37	interests	interest	NOUN
fusus-469	338	38	,	,	PUNCT
fusus-469	338	39	and	and	CCONJ
fusus-469	338	40	compliance	compliance	NOUN
fusus-469	338	41	with	with	ADP
fusus-469	338	42	policies	policy	NOUN
fusus-469	338	43	on	on	ADP
fusus-469	338	44	research	research	NOUN
fusus-469	338	45	ethics	ethic	NOUN
fusus-469	338	46	.	.	PUNCT
fusus-469	339	1	the	the	DET
fusus-469	339	2	authors	author	NOUN
fusus-469	339	3	adhere	adhere	VERB
fusus-469	339	4	to	to	ADP
fusus-469	339	5	publication	publication	NOUN
fusus-469	339	6	requirements	requirement	NOUN
fusus-469	339	7	that	that	SCONJ
fusus-469	339	8	the	the	DET
fusus-469	339	9	submitted	submit	VERB
fusus-469	339	10	work	work	NOUN
fusus-469	339	11	is	be	AUX
fusus-469	339	12	original	original	ADJ
fusus-469	339	13	and	and	CCONJ
fusus-469	339	14	has	have	AUX
fusus-469	339	15	not	not	PART
fusus-469	339	16	been	be	AUX
fusus-469	339	17	published	publish	VERB
fusus-469	339	18	elsewhere	elsewhere	ADV
fusus-469	339	19	.	.	PUNCT
fusus-469	340	1	data	datum	NOUN
fusus-469	340	2	availability	availability	NOUN
fusus-469	340	3	statement	statement	NOUN
fusus-469	340	4	the	the	DET
fusus-469	340	5	manuscript	manuscript	NOUN
fusus-469	340	6	contains	contain	VERB
fusus-469	340	7	all	all	DET
fusus-469	340	8	the	the	DET
fusus-469	340	9	data	datum	NOUN
fusus-469	340	10	.	.	PUNCT
fusus-469	341	1	however	however	ADV
fusus-469	341	2	,	,	PUNCT
fusus-469	341	3	more	more	ADJ
fusus-469	341	4	data	datum	NOUN
fusus-469	341	5	will	will	AUX
fusus-469	341	6	be	be	AUX
fusus-469	341	7	available	available	ADJ
fusus-469	341	8	upon	upon	SCONJ
fusus-469	341	9	request	request	NOUN
fusus-469	341	10	from	from	ADP
fusus-469	341	11	the	the	DET
fusus-469	341	12	corresponding	corresponding	ADJ
fusus-469	341	13	author	author	NOUN
fusus-469	341	14	.	.	PUNCT
fusus-469	342	1	conflict	conflict	NOUN
fusus-469	342	2	of	of	ADP
fusus-469	342	3	interest	interest	NOUN
fusus-469	342	4	the	the	DET
fusus-469	342	5	authors	author	NOUN
fusus-469	342	6	declare	declare	VERB
fusus-469	342	7	no	no	DET
fusus-469	342	8	potential	potential	ADJ
fusus-469	342	9	conflict	conflict	NOUN
fusus-469	342	10	of	of	ADP
fusus-469	342	11	interest	interest	NOUN
fusus-469	342	12	.	.	PUNCT
fusus-469	343	1	references	reference	NOUN
fusus-469	343	2	[	[	X
fusus-469	343	3	1	1	NUM
fusus-469	343	4	]	]	X
fusus-469	343	5	rabia	rabia	PROPN
fusus-469	343	6	,	,	PUNCT
fusus-469	343	7	r.	r.	PROPN
fusus-469	343	8	,	,	PUNCT
fusus-469	343	9	et	et	PROPN
fusus-469	343	10	al	al	PROPN
fusus-469	343	11	.	.	PROPN
fusus-469	343	12	,	,	PUNCT
fusus-469	343	13	"	"	PUNCT
fusus-469	343	14	impact	impact	NOUN
fusus-469	343	15	of	of	ADP
fusus-469	343	16	industrial	industrial	ADJ
fusus-469	343	17	processes	process	NOUN
fusus-469	343	18	on	on	ADP
fusus-469	343	19	air	air	NOUN
fusus-469	343	20	quality	quality	NOUN
fusus-469	343	21	and	and	CCONJ
fusus-469	343	22	public	public	ADJ
fusus-469	343	23	health	health	NOUN
fusus-469	343	24	,	,	PUNCT
fusus-469	343	25	"	"	PUNCT
fusus-469	343	26	journal	journal	NOUN
fusus-469	343	27	of	of	ADP
fusus-469	343	28	environmental	environmental	ADJ
fusus-469	343	29	science	science	NOUN
fusus-469	343	30	,	,	PUNCT
fusus-469	343	31	vol	vol	NOUN
fusus-469	343	32	.	.	PROPN
fusus-469	343	33	29	29	NUM
fusus-469	343	34	,	,	PUNCT
fusus-469	343	35	no	no	INTJ
fusus-469	343	36	.	.	NOUN
fusus-469	343	37	4	4	NUM
fusus-469	343	38	,	,	PUNCT
fusus-469	343	39	pp	pp	ADJ
fusus-469	343	40	.	.	PUNCT
fusus-469	344	1	215–223	215–223	NUM
fusus-469	344	2	,	,	PUNCT
fusus-469	344	3	2021	2021	NUM
fusus-469	344	4	.	.	PUNCT
fusus-469	345	1	[	[	X
fusus-469	345	2	2	2	X
fusus-469	345	3	]	]	PUNCT
fusus-469	345	4	h.	h.	PROPN
fusus-469	345	5	ritchie	ritchie	PROPN
fusus-469	345	6	.	.	PUNCT
fusus-469	346	1	"	"	PUNCT
fusus-469	346	2	deaths	death	NOUN
fusus-469	346	3	from	from	ADP
fusus-469	346	4	air	air	NOUN
fusus-469	346	5	pollution	pollution	NOUN
fusus-469	346	6	are	be	AUX
fusus-469	346	7	high	high	ADJ
fusus-469	346	8	,	,	PUNCT
fusus-469	346	9	but	but	CCONJ
fusus-469	346	10	the	the	DET
fusus-469	346	11	data	data	NOUN
fusus-469	346	12	contains	contain	VERB
fusus-469	346	13	hope	hope	NOUN
fusus-469	346	14	.	.	PUNCT
fusus-469	346	15	"	"	PUNCT
fusus-469	347	1	clean	clean	ADJ
fusus-469	347	2	air	air	PROPN
fusus-469	347	3	fund	fund	PROPN
fusus-469	347	4	.	.	PUNCT
fusus-469	348	1	https://www.cleanairfund.org/news-item/deathsair-pollution-datahope/#:~:text=the%20world%20health%20organi	https://www.cleanairfund.org/news-item/deathsair-pollution-datahope/#:~:text=the%20world%20health%20organi	PROPN
fusus-469	348	2	zation%20estimates	zation%20estimates	PROPN
fusus-469	348	3	,	,	PUNCT
fusus-469	348	4	from%20burning%20wood%20	from%20burning%20wood%20	PROPN
fusus-469	348	5	and%20charcoal	and%20charcoal	NOUN
fusus-469	348	6	(	(	PUNCT
fusus-469	348	7	accessed	access	VERB
fusus-469	348	8	29	29	NUM
fusus-469	348	9	november	november	PROPN
fusus-469	348	10	2024	2024	NUM
fusus-469	348	11	,	,	PUNCT
fusus-469	348	12	2024	2024	NUM
fusus-469	348	13	)	)	PUNCT
fusus-469	348	14	.	.	PUNCT
fusus-469	349	1	[	[	X
fusus-469	349	2	3	3	X
fusus-469	349	3	]	]	X
fusus-469	349	4	h.	h.	PROPN
fusus-469	349	5	e.	e.	PROPN
fusus-469	349	6	lee	lee	PROPN
fusus-469	349	7	,	,	PUNCT
fusus-469	349	8	h.	h.	PROPN
fusus-469	349	9	s.	s.	PROPN
fusus-469	349	10	chua	chua	PROPN
fusus-469	349	11	,	,	PUNCT
fusus-469	349	12	z.	z.	PROPN
fusus-469	349	13	j.	j.	PROPN
fusus-469	349	14	a.	a.	PROPN
fusus-469	349	15	mercer	mercer	PROPN
fusus-469	349	16	,	,	PUNCT
fusus-469	349	17	s.	s.	PROPN
fusus-469	349	18	m.	m.	PROPN
fusus-469	349	19	ng	ng	PROPN
fusus-469	349	20	,	,	PUNCT
fusus-469	349	21	and	and	CCONJ
fusus-469	349	22	m.	m.	NOUN
fusus-469	349	23	shafiei	shafiei	PROPN
fusus-469	349	24	,	,	PUNCT
fusus-469	349	25	"	"	PUNCT
fusus-469	349	26	fraud	fraud	NOUN
fusus-469	349	27	detection	detection	NOUN
fusus-469	349	28	of	of	ADP
fusus-469	349	29	black	black	ADJ
fusus-469	349	30	pepper	pepper	NOUN
fusus-469	349	31	using	use	VERB
fusus-469	349	32	metal	metal	NOUN
fusus-469	349	33	oxide	oxide	NOUN
fusus-469	349	34	semiconductor	semiconductor	NOUN
fusus-469	349	35	gas	gas	NOUN
fusus-469	349	36	sensors	sensor	NOUN
fusus-469	349	37	,	,	PUNCT
fusus-469	349	38	"	"	PUNCT
fusus-469	349	39	in	in	ADP
fusus-469	349	40	2021	2021	NUM
fusus-469	349	41	ieee	ieee	NOUN
fusus-469	349	42	sensors	sensor	NOUN
fusus-469	349	43	,	,	PUNCT
fusus-469	349	44	31	31	NUM
fusus-469	349	45	oct.-3	oct.-3	NOUN
fusus-469	349	46	nov	nov	PROPN
fusus-469	349	47	.	.	PROPN
fusus-469	349	48	2021	2021	NUM
fusus-469	349	49	,	,	PUNCT
fusus-469	349	50	pp	pp	ADJ
fusus-469	349	51	.	.	PUNCT
fusus-469	350	1	1	1	NUM
fusus-469	350	2	-	-	SYM
fusus-469	350	3	4	4	NUM
fusus-469	350	4	,	,	PUNCT
fusus-469	350	5	doi	doi	NOUN
fusus-469	350	6	:	:	PUNCT
fusus-469	350	7	10.1109	10.1109	NUM
fusus-469	350	8	/	/	SYM
fusus-469	350	9	sensors47087.2021.9639658	sensors47087.2021.9639658	NOUN
fusus-469	350	10	.	.	PUNCT
fusus-469	351	1	[	[	X
fusus-469	351	2	4	4	X
fusus-469	351	3	]	]	PUNCT
fusus-469	351	4	h.	h.	PROPN
fusus-469	351	5	e.	e.	PROPN
fusus-469	351	6	lee	lee	PROPN
fusus-469	351	7	,	,	PUNCT
fusus-469	351	8	z.	z.	PROPN
fusus-469	351	9	j.	j.	PROPN
fusus-469	351	10	a.	a.	PROPN
fusus-469	351	11	mercer	mercer	PROPN
fusus-469	351	12	,	,	PUNCT
fusus-469	351	13	s.	s.	PROPN
fusus-469	351	14	m.	m.	PROPN
fusus-469	351	15	ng	ng	PROPN
fusus-469	351	16	,	,	PUNCT
fusus-469	351	17	m.	m.	PROPN
fusus-469	351	18	shafiei	shafiei	PROPN
fusus-469	351	19	,	,	PUNCT
fusus-469	351	20	and	and	CCONJ
fusus-469	351	21	h.	h.	PROPN
fusus-469	351	22	s.	s.	PROPN
fusus-469	351	23	chua	chua	PROPN
fusus-469	351	24	,	,	PUNCT
fusus-469	351	25	"	"	PUNCT
fusus-469	351	26	metal	metal	NOUN
fusus-469	351	27	oxide	oxide	NOUN
fusus-469	351	28	semiconductor	semiconductor	NOUN
fusus-469	351	29	gas	gas	NOUN
fusus-469	351	30	sensors	sensor	NOUN
fusus-469	351	31	-	-	PUNCT
fusus-469	351	32	based	base	VERB
fusus-469	351	33	e	e	NOUN
fusus-469	351	34	-	-	NOUN
fusus-469	351	35	nose	nose	NOUN
fusus-469	351	36	and	and	CCONJ
fusus-469	351	37	two	two	NUM
fusus-469	351	38	-	-	PUNCT
fusus-469	351	39	stage	stage	NOUN
fusus-469	351	40	classification	classification	NOUN
fusus-469	351	41	:	:	PUNCT
fusus-469	351	42	authentication	authentication	NOUN
fusus-469	351	43	of	of	ADP
fusus-469	351	44	malaysia	malaysia	PROPN
fusus-469	351	45	and	and	CCONJ
fusus-469	351	46	vietnam	vietnam	PROPN
fusus-469	351	47	black	black	ADJ
fusus-469	351	48	pepper	pepper	NOUN
fusus-469	351	49	samples	sample	NOUN
fusus-469	351	50	,	,	PUNCT
fusus-469	351	51	"	"	PUNCT
fusus-469	351	52	in	in	ADP
fusus-469	351	53	2022	2022	NUM
fusus-469	351	54	ieee	ieee	NOUN
fusus-469	351	55	international	international	ADJ
fusus-469	351	56	symposium	symposium	NOUN
fusus-469	351	57	on	on	ADP
fusus-469	351	58	olfaction	olfaction	NOUN
fusus-469	351	59	and	and	CCONJ
fusus-469	351	60	electronic	electronic	ADJ
fusus-469	351	61	nose	nose	NOUN
fusus-469	351	62	(	(	PUNCT
fusus-469	351	63	isoen	isoen	NOUN
fusus-469	351	64	)	)	PUNCT
fusus-469	351	65	,	,	PUNCT
fusus-469	351	66	29	29	NUM
fusus-469	351	67	may-1	may-1	NUM
fusus-469	351	68	june	june	PROPN
fusus-469	351	69	2022	2022	NUM
fusus-469	351	70	2022	2022	NUM
fusus-469	351	71	,	,	PUNCT
fusus-469	351	72	pp	pp	ADJ
fusus-469	351	73	.	.	PUNCT
fusus-469	352	1	1	1	NUM
fusus-469	352	2	-	-	SYM
fusus-469	352	3	4	4	NUM
fusus-469	352	4	,	,	PUNCT
fusus-469	352	5	doi	doi	NOUN
fusus-469	352	6	:	:	PUNCT
fusus-469	352	7	10.1109	10.1109	NUM
fusus-469	352	8	/	/	SYM
fusus-469	352	9	isoen54820.2022.9789618	isoen54820.2022.9789618	NOUN
fusus-469	352	10	.	.	PUNCT
fusus-469	353	1	[	[	X
fusus-469	353	2	5	5	NUM
fusus-469	353	3	]	]	X
fusus-469	353	4	hui	hui	PROPN
fusus-469	353	5	en	en	PROPN
fusus-469	353	6	lee	lee	PROPN
fusus-469	353	7	et	et	PROPN
fusus-469	353	8	al	al	PROPN
fusus-469	353	9	.	.	PROPN
fusus-469	353	10	,	,	PUNCT
fusus-469	353	11	"	"	PUNCT
fusus-469	353	12	temperature	temperature	NOUN
fusus-469	353	13	modulation	modulation	NOUN
fusus-469	353	14	of	of	ADP
fusus-469	353	15	metal	metal	NOUN
fusus-469	353	16	oxide	oxide	NOUN
fusus-469	353	17	semiconductor	semiconductor	NOUN
fusus-469	353	18	gas	gas	NOUN
fusus-469	353	19	sensors	sensor	NOUN
fusus-469	353	20	and	and	CCONJ
fusus-469	353	21	machine	machine	NOUN
fusus-469	353	22	learning	learning	NOUN
fusus-469	353	23	for	for	ADP
fusus-469	353	24	geo	geo	PROPN
fusus-469	353	25	-	-	PUNCT
fusus-469	353	26	tracing	tracing	NOUN
fusus-469	353	27	of	of	ADP
fusus-469	353	28	food	food	NOUN
fusus-469	353	29	products	product	NOUN
fusus-469	353	30	and	and	CCONJ
fusus-469	353	31	classification	classification	NOUN
fusus-469	353	32	of	of	ADP
fusus-469	353	33	transformer	transformer	ADJ
fusus-469	353	34	oil	oil	NOUN
fusus-469	353	35	quality	quality	NOUN
fusus-469	353	36	,	,	PUNCT
fusus-469	353	37	"	"	PUNCT
fusus-469	353	38	vol	vol	NOUN
fusus-469	353	39	.	.	NOUN
fusus-469	353	40	1	1	NUM
fusus-469	353	41	,	,	PUNCT
fusus-469	353	42	exploring	explore	VERB
fusus-469	353	43	engineering	engineering	NOUN
fusus-469	353	44	:	:	PUNCT
fusus-469	353	45	an	an	DET
fusus-469	353	46	anthology	anthology	NOUN
fusus-469	353	47	of	of	ADP
fusus-469	353	48	multidisciplinary	multidisciplinary	ADJ
fusus-469	353	49	undergraduate	undergraduate	NOUN
fusus-469	353	50	research	research	NOUN
fusus-469	353	51	,	,	PUNCT
fusus-469	353	52	colin	colin	PROPN
fusus-469	353	53	choon	choon	PROPN
fusus-469	353	54	lin	lin	PROPN
fusus-469	353	55	tan	tan	PROPN
fusus-469	353	56	and	and	CCONJ
fusus-469	353	57	b.	b.	PROPN
fusus-469	353	58	t.	t.	PROPN
fusus-469	353	59	lau	lau	PROPN
fusus-469	353	60	,	,	PUNCT
fusus-469	353	61	eds	eds	PROPN
fusus-469	353	62	.	.	PROPN
fusus-469	353	63	,	,	PUNCT
fusus-469	353	64	sarawak	sarawak	PROPN
fusus-469	353	65	,	,	PUNCT
fusus-469	353	66	malaysia	malaysia	PROPN
fusus-469	353	67	:	:	PUNCT
fusus-469	353	68	swinburne	swinburne	ADJ
fusus-469	353	69	sarawak	sarawak	PROPN
fusus-469	353	70	sdn	sdn	PROPN
fusus-469	353	71	.	.	PUNCT
fusus-469	354	1	bhd	bhd	PROPN
fusus-469	354	2	.	.	PROPN
fusus-469	354	3	,	,	PUNCT
fusus-469	354	4	2023	2023	NUM
fusus-469	354	5	,	,	PUNCT
fusus-469	354	6	pp	pp	ADV
fusus-469	354	7	.	.	PUNCT
fusus-469	355	1	104	104	NUM
fusus-469	355	2	119	119	NUM
fusus-469	355	3	.	.	PUNCT
fusus-469	356	1	[	[	X
fusus-469	356	2	online	online	X
fusus-469	356	3	]	]	X
fusus-469	356	4	.	.	PUNCT
fusus-469	357	1	available	available	ADJ
fusus-469	357	2	:	:	PUNCT
fusus-469	357	3	https://swinburne.librarynet.com.my/angka.sa2/swi	https://swinburne.librarynet.com.my/angka.sa2/swi	ADJ
fusus-469	357	4	nburne	nburne	ADJ
fusus-469	357	5	/	/	SYM
fusus-469	357	6	opacbibdetail.htm?bibid=742488	opacbibdetail.htm?bibid=742488	NOUN
fusus-469	357	7	[	[	X
fusus-469	357	8	6	6	NUM
fusus-469	357	9	]	]	PUNCT
fusus-469	357	10	a.	a.	NOUN
fusus-469	357	11	raihan	raihan	PROPN
fusus-469	357	12	,	,	PUNCT
fusus-469	357	13	r.	r.	PROPN
fusus-469	357	14	a.	a.	PROPN
fusus-469	357	15	begum	begum	PROPN
fusus-469	357	16	,	,	PUNCT
fusus-469	357	17	m.	m.	NOUN
fusus-469	357	18	n.	n.	PROPN
fusus-469	357	19	mohd	mohd	PROPN
fusus-469	357	20	said	say	VERB
fusus-469	357	21	,	,	PUNCT
fusus-469	357	22	and	and	CCONJ
fusus-469	357	23	j.	j.	PROPN
fusus-469	357	24	j.	j.	PROPN
fusus-469	357	25	pereira	pereira	PROPN
fusus-469	357	26	,	,	PUNCT
fusus-469	357	27	"	"	PUNCT
fusus-469	357	28	assessment	assessment	NOUN
fusus-469	357	29	of	of	ADP
fusus-469	357	30	carbon	carbon	NOUN
fusus-469	357	31	stock	stock	NOUN
fusus-469	357	32	in	in	ADP
fusus-469	357	33	forest	forest	NOUN
fusus-469	357	34	biomass	biomass	NOUN
fusus-469	357	35	and	and	CCONJ
fusus-469	357	36	emission	emission	NOUN
fusus-469	357	37	reduction	reduction	NOUN
fusus-469	357	38	potential	potential	NOUN
fusus-469	357	39	in	in	ADP
fusus-469	357	40	malaysia	malaysia	PROPN
fusus-469	357	41	,	,	PUNCT
fusus-469	357	42	"	"	PUNCT
fusus-469	357	43	forests	forest	NOUN
fusus-469	357	44	,	,	PUNCT
fusus-469	357	45	vol	vol	NOUN
fusus-469	357	46	.	.	PROPN
fusus-469	357	47	12	12	NUM
fusus-469	357	48	,	,	PUNCT
fusus-469	357	49	no	no	INTJ
fusus-469	357	50	.	.	NOUN
fusus-469	357	51	10	10	NUM
fusus-469	357	52	,	,	PUNCT
fusus-469	357	53	p.	p.	NOUN
fusus-469	357	54	1294	1294	NUM
fusus-469	357	55	,	,	PUNCT
fusus-469	357	56	2021	2021	NUM
fusus-469	357	57	.	.	PUNCT
fusus-469	358	1	[	[	X
fusus-469	358	2	online	online	X
fusus-469	358	3	]	]	X
fusus-469	358	4	.	.	PUNCT
fusus-469	359	1	available	available	ADJ
fusus-469	359	2	:	:	PUNCT
fusus-469	360	1	https://www.mdpi.com/19994907/12/10/1294	https://www.mdpi.com/19994907/12/10/1294	X
fusus-469	360	2	.	.	PUNCT
fusus-469	361	1	[	[	X
fusus-469	361	2	7	7	NUM
fusus-469	361	3	]	]	PUNCT
fusus-469	361	4	a.	a.	NOUN
fusus-469	361	5	cavaliere	cavaliere	PROPN
fusus-469	361	6	et	et	PROPN
fusus-469	361	7	al	al	PROPN
fusus-469	361	8	.	.	PROPN
fusus-469	361	9	,	,	PUNCT
fusus-469	361	10	"	"	PUNCT
fusus-469	361	11	development	development	NOUN
fusus-469	361	12	of	of	ADP
fusus-469	361	13	low	low	ADJ
fusus-469	361	14	-	-	PUNCT
fusus-469	361	15	cost	cost	NOUN
fusus-469	361	16	air	air	NOUN
fusus-469	361	17	quality	quality	NOUN
fusus-469	361	18	stations	station	NOUN
fusus-469	361	19	for	for	ADP
fusus-469	361	20	next	next	ADJ
fusus-469	361	21	generation	generation	NOUN
fusus-469	361	22	monitoring	monitoring	NOUN
fusus-469	361	23	networks	network	NOUN
fusus-469	361	24	:	:	PUNCT
fusus-469	361	25	calibration	calibration	NOUN
fusus-469	361	26	and	and	CCONJ
fusus-469	361	27	validation	validation	NOUN
fusus-469	361	28	of	of	ADP
fusus-469	361	29	pm2.5	pm2.5	PROPN
fusus-469	361	30	and	and	CCONJ
fusus-469	361	31	pm10	pm10	PROPN
fusus-469	361	32	sensors	sensor	NOUN
fusus-469	361	33	,	,	PUNCT
fusus-469	361	34	"	"	PUNCT
fusus-469	361	35	sensors	sensor	NOUN
fusus-469	361	36	,	,	PUNCT
fusus-469	361	37	vol	vol	NOUN
fusus-469	361	38	.	.	PROPN
fusus-469	361	39	18	18	NUM
fusus-469	361	40	,	,	PUNCT
fusus-469	361	41	no	no	INTJ
fusus-469	361	42	.	.	NOUN
fusus-469	361	43	9	9	NUM
fusus-469	361	44	,	,	PUNCT
fusus-469	361	45	p.	p.	NOUN
fusus-469	361	46	2843	2843	NUM
fusus-469	361	47	,	,	PUNCT
fusus-469	361	48	2018	2018	NUM
fusus-469	361	49	.	.	PUNCT
fusus-469	362	1	[	[	X
fusus-469	362	2	online	online	X
fusus-469	362	3	]	]	X
fusus-469	362	4	.	.	PUNCT
fusus-469	363	1	available	available	ADJ
fusus-469	363	2	:	:	PUNCT
fusus-469	364	1	https://www.mdpi.com/14248220/18/9/2843	https://www.mdpi.com/14248220/18/9/2843	X
fusus-469	364	2	.	.	PUNCT
fusus-469	365	1	[	[	X
fusus-469	365	2	8	8	NUM
fusus-469	365	3	]	]	X
fusus-469	365	4	sun	sun	NOUN
fusus-469	365	5	,	,	PUNCT
fusus-469	365	6	w.	w.	PROPN
fusus-469	365	7	,	,	PUNCT
fusus-469	365	8	et	et	PROPN
fusus-469	365	9	al	al	PROPN
fusus-469	365	10	.	.	PROPN
fusus-469	365	11	,	,	PUNCT
fusus-469	365	12	"	"	PUNCT
fusus-469	365	13	discriminative	discriminative	NOUN
fusus-469	365	14	detection	detection	NOUN
fusus-469	365	15	of	of	ADP
fusus-469	365	16	different	different	ADJ
fusus-469	365	17	cigarette	cigarette	NOUN
fusus-469	365	18	brands	brand	NOUN
fusus-469	365	19	using	use	VERB
fusus-469	365	20	a	a	DET
fusus-469	365	21	fast	fast	ADJ
fusus-469	365	22	-	-	PUNCT
fusus-469	365	23	response	response	NOUN
fusus-469	365	24	electronic	electronic	ADJ
fusus-469	365	25	nose	nose	NOUN
fusus-469	365	26	,	,	PUNCT
fusus-469	365	27	"	"	PUNCT
fusus-469	365	28	acs	acs	NOUN
fusus-469	365	29	omega	omega	NOUN
fusus-469	365	30	,	,	PUNCT
fusus-469	365	31	vol	vol	NOUN
fusus-469	365	32	.	.	NOUN
fusus-469	365	33	8	8	NUM
fusus-469	365	34	,	,	PUNCT
fusus-469	365	35	pp	pp	ADJ
fusus-469	365	36	.	.	PUNCT
fusus-469	365	37	46034–46042	46034–46042	NUM
fusus-469	365	38	,	,	PUNCT
fusus-469	365	39	2023	2023	NUM
fusus-469	365	40	.	.	PUNCT
fusus-469	366	1	ecq	ecq	PROPN
fusus-469	366	2	.	.	PUNCT
fusus-469	367	1	heng	heng	PROPN
fusus-469	367	2	et	et	PROPN
fusus-469	367	3	al	al	PROPN
fusus-469	367	4	.	.	PROPN
fusus-469	367	5	/future	/future	PROPN
fusus-469	368	1	sustainability	sustainability	PROPN
fusus-469	368	2	november	november	PROPN
fusus-469	368	3	2025|	2025|	NUM
fusus-469	368	4	volume	volume	NOUN
fusus-469	368	5	03	03	NUM
fusus-469	369	1	|	|	ADV
fusus-469	369	2	issue	issue	VERB
fusus-469	369	3	04	04	NUM
fusus-469	370	1	|	|	CCONJ
fusus-469	370	2	pages	page	VERB
fusus-469	370	3	32	32	NUM
fusus-469	370	4	-	-	SYM
fusus-469	370	5	46	46	NUM
fusus-469	370	6	46	46	NUM
fusus-469	371	1	[	[	X
fusus-469	371	2	9	9	NUM
fusus-469	371	3	]	]	X
fusus-469	371	4	karim	karim	PROPN
fusus-469	371	5	,	,	PUNCT
fusus-469	371	6	s	s	PROPN
fusus-469	371	7	2021	2021	NUM
fusus-469	371	8	,	,	PUNCT
fusus-469	371	9	'	'	PUNCT
fusus-469	371	10	train	train	VERB
fusus-469	371	11	and	and	CCONJ
fusus-469	371	12	evaluate	evaluate	VERB
fusus-469	371	13	a	a	DET
fusus-469	371	14	classification	classification	NOUN
fusus-469	371	15	model	model	NOUN
fusus-469	371	16	in	in	ADP
fusus-469	371	17	machine	machine	NOUN
fusus-469	371	18	learning	learning	NOUN
fusus-469	371	19	!	!	PUNCT
fusus-469	372	1	'	'	PUNCT
fusus-469	372	2	,	,	PUNCT
fusus-469	372	3	medium	medium	ADJ
fusus-469	372	4	,	,	PUNCT
fusus-469	372	5	viewed	view	VERB
fusus-469	372	6	12	12	NUM
fusus-469	372	7	june	june	PROPN
fusus-469	372	8	2024	2024	NUM
fusus-469	372	9	,	,	PUNCT
fusus-469	372	10	<	<	X
fusus-469	372	11	https://medium.com/@sarakarim/train-andevaluate-a-classification-model-in-machine-learning18fbd6504da3	https://medium.com/@sarakarim/train-andevaluate-a-classification-model-in-machine-learning18fbd6504da3	PROPN
fusus-469	372	12	>	>	X
fusus-469	372	13	.	.	PUNCT
fusus-469	373	1	[	[	X
fusus-469	373	2	10	10	NUM
fusus-469	373	3	]	]	X
fusus-469	373	4	h.	h.	PROPN
fusus-469	373	5	e.	e.	PROPN
fusus-469	373	6	lee	lee	PROPN
fusus-469	373	7	,	,	PUNCT
fusus-469	373	8	z.	z.	PROPN
fusus-469	373	9	j.	j.	PROPN
fusus-469	373	10	a.	a.	PROPN
fusus-469	373	11	mercer	mercer	PROPN
fusus-469	373	12	,	,	PUNCT
fusus-469	373	13	s.	s.	PROPN
fusus-469	373	14	m.	m.	PROPN
fusus-469	373	15	ng	ng	PROPN
fusus-469	373	16	,	,	PUNCT
fusus-469	373	17	m.	m.	PROPN
fusus-469	373	18	shafiei	shafiei	PROPN
fusus-469	373	19	,	,	PUNCT
fusus-469	373	20	and	and	CCONJ
fusus-469	373	21	h.	h.	PROPN
fusus-469	373	22	s.	s.	PROPN
fusus-469	373	23	chua	chua	PROPN
fusus-469	373	24	,	,	PUNCT
fusus-469	373	25	"	"	PUNCT
fusus-469	373	26	metal	metal	NOUN
fusus-469	373	27	oxide	oxide	NOUN
fusus-469	373	28	semiconductor	semiconductor	NOUN
fusus-469	373	29	gas	gas	NOUN
fusus-469	373	30	sensors	sensor	NOUN
fusus-469	373	31	-	-	PUNCT
fusus-469	373	32	based	base	VERB
fusus-469	373	33	e	e	NOUN
fusus-469	373	34	-	-	NOUN
fusus-469	373	35	nose	nose	NOUN
fusus-469	373	36	and	and	CCONJ
fusus-469	373	37	two	two	NUM
fusus-469	373	38	-	-	PUNCT
fusus-469	373	39	stage	stage	NOUN
fusus-469	373	40	classification	classification	NOUN
fusus-469	373	41	:	:	PUNCT
fusus-469	373	42	authentication	authentication	NOUN
fusus-469	373	43	of	of	ADP
fusus-469	373	44	malaysia	malaysia	PROPN
fusus-469	373	45	and	and	CCONJ
fusus-469	373	46	vietnam	vietnam	PROPN
fusus-469	373	47	black	black	ADJ
fusus-469	373	48	pepper	pepper	NOUN
fusus-469	373	49	samples	sample	NOUN
fusus-469	373	50	,	,	PUNCT
fusus-469	373	51	"	"	PUNCT
fusus-469	373	52	in	in	ADP
fusus-469	373	53	2022	2022	NUM
fusus-469	373	54	ieee	ieee	NOUN
fusus-469	373	55	international	international	ADJ
fusus-469	373	56	symposium	symposium	NOUN
fusus-469	373	57	on	on	ADP
fusus-469	373	58	olfaction	olfaction	NOUN
fusus-469	373	59	and	and	CCONJ
fusus-469	373	60	electronic	electronic	ADJ
fusus-469	373	61	nose	nose	NOUN
fusus-469	373	62	(	(	PUNCT
fusus-469	373	63	isoen	isoen	NOUN
fusus-469	373	64	)	)	PUNCT
fusus-469	373	65	,	,	PUNCT
fusus-469	373	66	29	29	NUM
fusus-469	373	67	may-1	may-1	NUM
fusus-469	373	68	june	june	PROPN
fusus-469	373	69	2022	2022	NUM
fusus-469	373	70	2022	2022	NUM
fusus-469	373	71	,	,	PUNCT
fusus-469	373	72	pp	pp	ADJ
fusus-469	373	73	.	.	PUNCT
fusus-469	374	1	1	1	NUM
fusus-469	374	2	-	-	SYM
fusus-469	374	3	4	4	NUM
fusus-469	374	4	,	,	PUNCT
fusus-469	374	5	doi	doi	NOUN
fusus-469	374	6	:	:	PUNCT
fusus-469	374	7	10.1109	10.1109	NUM
fusus-469	374	8	/	/	SYM
fusus-469	374	9	isoen54820.2022.9789618	isoen54820.2022.9789618	NOUN
fusus-469	374	10	.	.	PUNCT
fusus-469	375	1	[	[	X
fusus-469	375	2	online	online	X
fusus-469	375	3	]	]	X
fusus-469	375	4	.	.	PUNCT
fusus-469	376	1	available	available	ADJ
fusus-469	376	2	:	:	PUNCT
fusus-469	376	3	https://ieeexplore.ieee.org/abstract/document/9789	https://ieeexplore.ieee.org/abstract/document/9789	NOUN
fusus-469	376	4	618	618	NUM
fusus-469	377	1	[	[	X
fusus-469	377	2	11	11	NUM
fusus-469	377	3	]	]	PUNCT
fusus-469	377	4	a.	a.	NOUN
fusus-469	377	5	sudarmaji	sudarmaji	NOUN
fusus-469	377	6	and	and	CCONJ
fusus-469	377	7	a.	a.	NOUN
fusus-469	377	8	kitagawa	kitagawa	PROPN
fusus-469	377	9	,	,	PUNCT
fusus-469	377	10	"	"	PUNCT
fusus-469	377	11	application	application	NOUN
fusus-469	377	12	of	of	ADP
fusus-469	377	13	temperature	temperature	NOUN
fusus-469	377	14	modulation	modulation	NOUN
fusus-469	377	15	-	-	PUNCT
fusus-469	377	16	sdp	sdp	NOUN
fusus-469	377	17	on	on	ADP
fusus-469	377	18	mos	mos	ADJ
fusus-469	377	19	gas	gas	NOUN
fusus-469	377	20	sensors	sensor	NOUN
fusus-469	377	21	:	:	PUNCT
fusus-469	377	22	capturing	capture	VERB
fusus-469	377	23	soil	soil	NOUN
fusus-469	377	24	gaseous	gaseous	ADJ
fusus-469	377	25	profile	profile	NOUN
fusus-469	377	26	for	for	ADP
fusus-469	377	27	discrimination	discrimination	NOUN
fusus-469	377	28	of	of	ADP
fusus-469	377	29	soil	soil	NOUN
fusus-469	377	30	under	under	ADP
fusus-469	377	31	different	different	ADJ
fusus-469	377	32	nutrient	nutrient	NOUN
fusus-469	377	33	addition	addition	NOUN
fusus-469	377	34	,	,	PUNCT
fusus-469	377	35	"	"	PUNCT
fusus-469	377	36	(	(	PUNCT
fusus-469	377	37	in	in	ADP
fusus-469	377	38	english	english	PROPN
fusus-469	377	39	)	)	PUNCT
fusus-469	377	40	,	,	PUNCT
fusus-469	377	41	journal	journal	NOUN
fusus-469	377	42	of	of	ADP
fusus-469	377	43	sensors	sensor	NOUN
fusus-469	377	44	,	,	PUNCT
fusus-469	377	45	article	article	NOUN
fusus-469	377	46	p.	p.	NOUN
fusus-469	377	47	na	na	PROPN
fusus-469	377	48	,	,	PUNCT
fusus-469	377	49	2016	2016	NUM
fusus-469	377	50	annual	annual	ADJ
fusus-469	377	51	//	//	NOUN
fusus-469	377	52	2016	2016	NUM
fusus-469	377	53	.	.	PUNCT
fusus-469	378	1	[	[	X
fusus-469	378	2	online	online	X
fusus-469	378	3	]	]	X
fusus-469	378	4	.	.	PUNCT
fusus-469	379	1	available	available	ADJ
fusus-469	379	2	:	:	PUNCT
fusus-469	379	3	https://link.gale.com/apps/doc/a513009155/aone	https://link.gale.com/apps/doc/a513009155/aone	NUM
fusus-469	379	4	?	?	PUNCT
fusus-469	379	5	u	u	NOUN
fusus-469	379	6	=	=	NOUN
fusus-469	379	7	anon	anon	ADJ
fusus-469	379	8	~	~	ADJ
fusus-469	379	9	e45f8757&sid	e45f8757&sid	ADJ
fusus-469	379	10	=	=	SYM
fusus-469	379	11	googlescholar&xid=90bef4	googlescholar&xid=90bef4	PROPN
fusus-469	379	12	d5	d5	NOUN
fusus-469	379	13	this	this	DET
fusus-469	379	14	article	article	NOUN
fusus-469	379	15	is	be	AUX
fusus-469	379	16	an	an	DET
fusus-469	379	17	open	open	ADJ
fusus-469	379	18	-	-	PUNCT
fusus-469	379	19	access	access	NOUN
fusus-469	379	20	article	article	NOUN
fusus-469	379	21	distributed	distribute	VERB
fusus-469	379	22	under	under	ADP
fusus-469	379	23	the	the	DET
fusus-469	379	24	terms	term	NOUN
fusus-469	379	25	and	and	CCONJ
fusus-469	379	26	conditions	condition	NOUN
fusus-469	379	27	of	of	ADP
fusus-469	379	28	the	the	DET
fusus-469	379	29	creative	creative	ADJ
fusus-469	379	30	commons	common	NOUN
fusus-469	379	31	attribution	attribution	NOUN
fusus-469	379	32	(	(	PUNCT
fusus-469	379	33	cc	cc	NOUN
fusus-469	379	34	by	by	ADP
fusus-469	379	35	)	)	PUNCT
fusus-469	379	36	license	license	NOUN
fusus-469	379	37	(	(	PUNCT
fusus-469	379	38	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
fusus-469	379	39	)	)	PUNCT
fusus-469	379	40	.	.	PUNCT
fusus-469	380	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
fusus-469	380	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN