id	sid	tid	token	lemma	pos
cana-1445	1	1	ssrg	ssrg	ADJ
cana-1445	1	2	/	/	SYM
cana-1445	1	3	ijett	ijett	NOUN
cana-1445	1	4	template	template	NOUN
cana-1445	1	5	communications	communication	NOUN
cana-1445	1	6	on	on	ADP
cana-1445	1	7	applied	apply	VERB
cana-1445	1	8	nonlinear	nonlinear	ADJ
cana-1445	1	9	analysis	analysis	NOUN
cana-1445	1	10	issn	issn	NOUN
cana-1445	1	11	:	:	PUNCT
cana-1445	1	12	1074	1074	NUM
cana-1445	1	13	-	-	PUNCT
cana-1445	1	14	133x	133x	NUM
cana-1445	1	15	vol	vol	NOUN
cana-1445	1	16	31	31	NUM
cana-1445	1	17	no	no	NOUN
cana-1445	1	18	.	.	PUNCT
cana-1445	2	1	8s	8s	PROPN
cana-1445	2	2	(	(	PUNCT
cana-1445	2	3	2024	2024	NUM
cana-1445	2	4	)	)	PUNCT
cana-1445	2	5	24	24	NUM
cana-1445	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	2	7	mathematical	mathematical	ADJ
cana-1445	2	8	optimization	optimization	NOUN
cana-1445	2	9	of	of	ADP
cana-1445	2	10	energy	energy	NOUN
cana-1445	2	11	utilization	utilization	NOUN
cana-1445	2	12	in	in	ADP
cana-1445	2	13	smart	smart	ADJ
cana-1445	2	14	meter	meter	NOUN
cana-1445	2	15	analytics	analytic	NOUN
cana-1445	2	16	using	use	VERB
cana-1445	2	17	liquid	liquid	ADJ
cana-1445	2	18	neural	neural	ADJ
cana-1445	2	19	networks	network	NOUN
cana-1445	2	20	n.s.usha1	n.s.usha1	NOUN
cana-1445	2	21	,	,	PUNCT
cana-1445	2	22	l.	l.	PROPN
cana-1445	2	23	anitha2	anitha2	PROPN
cana-1445	2	24	,	,	PUNCT
cana-1445	2	25	k.	k.	PROPN
cana-1445	2	26	vijaya3	vijaya3	PROPN
cana-1445	2	27	,	,	PUNCT
cana-1445	2	28	k.sudharson4	k.sudharson4	PROPN
cana-1445	2	29	,	,	PUNCT
cana-1445	2	30	r.sasikumar5	r.sasikumar5	PROPN
cana-1445	2	31	1department	1department	NUM
cana-1445	2	32	of	of	ADP
cana-1445	2	33	cse	cse	PROPN
cana-1445	2	34	,	,	PUNCT
cana-1445	2	35	sathyabama	sathyabama	PROPN
cana-1445	2	36	institute	institute	PROPN
cana-1445	2	37	of	of	ADP
cana-1445	2	38	science	science	NOUN
cana-1445	2	39	and	and	CCONJ
cana-1445	2	40	technology	technology	NOUN
cana-1445	2	41	,	,	PUNCT
cana-1445	2	42	tamil	tamil	PROPN
cana-1445	2	43	nadu	nadu	PROPN
cana-1445	2	44	,	,	PUNCT
cana-1445	2	45	india	india	PROPN
cana-1445	2	46	.	.	PUNCT
cana-1445	3	1	2department	2department	NUM
cana-1445	3	2	of	of	ADP
cana-1445	3	3	mba	mba	PROPN
cana-1445	3	4	,	,	PUNCT
cana-1445	3	5	s.a	s.a	PROPN
cana-1445	3	6	.	.	PROPN
cana-1445	3	7	engineering	engineering	PROPN
cana-1445	3	8	college	college	PROPN
cana-1445	3	9	,	,	PUNCT
cana-1445	3	10	tamil	tamil	PROPN
cana-1445	3	11	nadu	nadu	PROPN
cana-1445	3	12	,	,	PUNCT
cana-1445	3	13	india	india	PROPN
cana-1445	3	14	.	.	PUNCT
cana-1445	4	1	3department	3department	NUM
cana-1445	4	2	of	of	ADP
cana-1445	4	3	csd	csd	PROPN
cana-1445	4	4	,	,	PUNCT
cana-1445	4	5	kongu	kongu	VERB
cana-1445	4	6	engineering	engineering	NOUN
cana-1445	4	7	college	college	PROPN
cana-1445	4	8	,	,	PUNCT
cana-1445	4	9	tamil	tamil	PROPN
cana-1445	4	10	nadu	nadu	PROPN
cana-1445	4	11	,	,	PUNCT
cana-1445	4	12	india	india	PROPN
cana-1445	4	13	.	.	PUNCT
cana-1445	5	1	4department	4department	NUM
cana-1445	5	2	of	of	ADP
cana-1445	5	3	aiml	aiml	NOUN
cana-1445	5	4	,	,	PUNCT
cana-1445	5	5	r.m.d	r.m.d	PROPN
cana-1445	5	6	.	.	PUNCT
cana-1445	5	7	engineering	engineering	PROPN
cana-1445	5	8	college	college	PROPN
cana-1445	5	9	,	,	PUNCT
cana-1445	5	10	tamil	tamil	PROPN
cana-1445	5	11	nadu	nadu	PROPN
cana-1445	5	12	,	,	PUNCT
cana-1445	5	13	india	india	PROPN
cana-1445	5	14	.	.	PUNCT
cana-1445	6	1	5department	5department	NUM
cana-1445	6	2	of	of	ADP
cana-1445	6	3	cse	cse	PROPN
cana-1445	6	4	,	,	PUNCT
cana-1445	6	5	r.m.d	r.m.d	PROPN
cana-1445	6	6	.	.	PUNCT
cana-1445	7	1	engineering	engineering	PROPN
cana-1445	7	2	college	college	PROPN
cana-1445	7	3	,	,	PUNCT
cana-1445	7	4	tamil	tamil	PROPN
cana-1445	7	5	nadu	nadu	PROPN
cana-1445	7	6	,	,	PUNCT
cana-1445	7	7	india	india	PROPN
cana-1445	7	8	.	.	PUNCT
cana-1445	8	1	article	article	PROPN
cana-1445	8	2	history	history	NOUN
cana-1445	8	3	:	:	PUNCT
cana-1445	8	4	received	receive	VERB
cana-1445	8	5	:	:	PUNCT
cana-1445	8	6	20	20	NUM
cana-1445	8	7	-	-	PUNCT
cana-1445	8	8	04	04	NUM
cana-1445	8	9	-	-	PUNCT
cana-1445	8	10	2024	2024	NUM
cana-1445	8	11	revised	revise	VERB
cana-1445	8	12	:	:	PUNCT
cana-1445	8	13	10	10	NUM
cana-1445	8	14	-	-	SYM
cana-1445	8	15	06	06	NUM
cana-1445	8	16	-	-	PUNCT
cana-1445	8	17	2024	2024	NUM
cana-1445	8	18	accepted	accept	VERB
cana-1445	8	19	:	:	PUNCT
cana-1445	8	20	24	24	NUM
cana-1445	8	21	-	-	PUNCT
cana-1445	8	22	06	06	NUM
cana-1445	8	23	-	-	PUNCT
cana-1445	8	24	2024	2024	NUM
cana-1445	8	25	abstract	abstract	NOUN
cana-1445	8	26	:	:	PUNCT
cana-1445	9	1	intellimeter	intellimeter	NOUN
cana-1445	9	2	,	,	PUNCT
cana-1445	9	3	a	a	DET
cana-1445	9	4	novel	novel	ADJ
cana-1445	9	5	framework	framework	NOUN
cana-1445	9	6	integrating	integrate	VERB
cana-1445	9	7	liquid	liquid	ADJ
cana-1445	9	8	neural	neural	ADJ
cana-1445	9	9	networks	network	NOUN
cana-1445	9	10	(	(	PUNCT
cana-1445	9	11	lnn	lnn	PROPN
cana-1445	9	12	)	)	PUNCT
cana-1445	9	13	with	with	ADP
cana-1445	9	14	wireless	wireless	ADJ
cana-1445	9	15	iot	iot	NOUN
cana-1445	9	16	technology	technology	NOUN
cana-1445	9	17	and	and	CCONJ
cana-1445	9	18	advanced	advanced	ADJ
cana-1445	9	19	machine	machine	NOUN
cana-1445	9	20	learning	learn	VERB
cana-1445	9	21	techniques	technique	NOUN
cana-1445	9	22	,	,	PUNCT
cana-1445	9	23	is	be	AUX
cana-1445	9	24	introduced	introduce	VERB
cana-1445	9	25	for	for	ADP
cana-1445	9	26	smart	smart	ADJ
cana-1445	9	27	meter	meter	NOUN
cana-1445	9	28	data	datum	NOUN
cana-1445	9	29	analytics	analytic	NOUN
cana-1445	9	30	.	.	PUNCT
cana-1445	10	1	comparative	comparative	ADJ
cana-1445	10	2	evaluations	evaluation	NOUN
cana-1445	10	3	against	against	ADP
cana-1445	10	4	traditional	traditional	ADJ
cana-1445	10	5	methods	method	NOUN
cana-1445	10	6	like	like	ADP
cana-1445	10	7	linear	linear	PROPN
cana-1445	10	8	regression	regression	NOUN
cana-1445	10	9	with	with	ADP
cana-1445	10	10	seasonal	seasonal	ADJ
cana-1445	10	11	decomposition	decomposition	NOUN
cana-1445	10	12	(	(	PUNCT
cana-1445	10	13	lrsd	lrsd	NOUN
cana-1445	10	14	)	)	PUNCT
cana-1445	10	15	and	and	CCONJ
cana-1445	10	16	autoregressive	autoregressive	ADJ
cana-1445	10	17	integrated	integrated	ADJ
cana-1445	10	18	moving	move	VERB
cana-1445	10	19	average	average	ADJ
cana-1445	10	20	(	(	PUNCT
cana-1445	10	21	arima	arima	NOUN
cana-1445	10	22	)	)	PUNCT
cana-1445	10	23	reveal	reveal	VERB
cana-1445	10	24	superior	superior	ADJ
cana-1445	10	25	performance	performance	NOUN
cana-1445	10	26	across	across	ADP
cana-1445	10	27	energy	energy	NOUN
cana-1445	10	28	demand	demand	NOUN
cana-1445	10	29	forecasting	forecasting	NOUN
cana-1445	10	30	accuracy	accuracy	NOUN
cana-1445	10	31	,	,	PUNCT
cana-1445	10	32	anomaly	anomaly	NOUN
cana-1445	10	33	detection	detection	NOUN
cana-1445	10	34	,	,	PUNCT
cana-1445	10	35	and	and	CCONJ
cana-1445	10	36	grid	grid	NOUN
cana-1445	10	37	optimization	optimization	NOUN
cana-1445	10	38	efficiency	efficiency	NOUN
cana-1445	10	39	.	.	PUNCT
cana-1445	11	1	the	the	DET
cana-1445	11	2	lnn	lnn	PROPN
cana-1445	11	3	model	model	NOUN
cana-1445	11	4	within	within	ADP
cana-1445	11	5	intellimeter	intellimeter	NOUN
cana-1445	11	6	achieves	achieve	VERB
cana-1445	11	7	a	a	DET
cana-1445	11	8	notable	notable	ADJ
cana-1445	11	9	25	25	NUM
cana-1445	11	10	%	%	NOUN
cana-1445	11	11	reduction	reduction	NOUN
cana-1445	11	12	in	in	ADP
cana-1445	11	13	energy	energy	NOUN
cana-1445	11	14	wastage	wastage	NOUN
cana-1445	11	15	compared	compare	VERB
cana-1445	11	16	to	to	ADP
cana-1445	11	17	conventional	conventional	ADJ
cana-1445	11	18	methods	method	NOUN
cana-1445	11	19	.	.	PUNCT
cana-1445	12	1	additionally	additionally	ADV
cana-1445	12	2	,	,	PUNCT
cana-1445	12	3	it	it	PRON
cana-1445	12	4	demonstrates	demonstrate	VERB
cana-1445	12	5	a	a	DET
cana-1445	12	6	precision	precision	NOUN
cana-1445	12	7	rate	rate	NOUN
cana-1445	12	8	of	of	ADP
cana-1445	12	9	96.97	96.97	NUM
cana-1445	12	10	%	%	NOUN
cana-1445	12	11	in	in	ADP
cana-1445	12	12	anomaly	anomaly	NOUN
cana-1445	12	13	detection	detection	NOUN
cana-1445	12	14	,	,	PUNCT
cana-1445	12	15	surpassing	surpass	VERB
cana-1445	12	16	lrsd	lrsd	NOUN
cana-1445	12	17	and	and	CCONJ
cana-1445	12	18	arima	arima	PROPN
cana-1445	12	19	.	.	PUNCT
cana-1445	13	1	furthermore	furthermore	ADV
cana-1445	13	2	,	,	PUNCT
cana-1445	13	3	the	the	DET
cana-1445	13	4	lnn	lnn	NOUN
cana-1445	13	5	model	model	NOUN
cana-1445	13	6	exhibits	exhibit	VERB
cana-1445	13	7	enhanced	enhance	VERB
cana-1445	13	8	grid	grid	NOUN
cana-1445	13	9	optimization	optimization	NOUN
cana-1445	13	10	efficiency	efficiency	NOUN
cana-1445	13	11	,	,	PUNCT
cana-1445	13	12	highlighting	highlight	VERB
cana-1445	13	13	its	its	PRON
cana-1445	13	14	potential	potential	NOUN
cana-1445	13	15	to	to	PART
cana-1445	13	16	revolutionize	revolutionize	VERB
cana-1445	13	17	energy	energy	NOUN
cana-1445	13	18	management	management	NOUN
cana-1445	13	19	practices	practice	NOUN
cana-1445	13	20	through	through	ADP
cana-1445	13	21	intelligent	intelligent	ADJ
cana-1445	13	22	resource	resource	NOUN
cana-1445	13	23	allocation	allocation	NOUN
cana-1445	13	24	and	and	CCONJ
cana-1445	13	25	operational	operational	ADJ
cana-1445	13	26	optimization	optimization	NOUN
cana-1445	13	27	.	.	PUNCT
cana-1445	14	1	these	these	DET
cana-1445	14	2	findings	finding	NOUN
cana-1445	14	3	underscore	underscore	VERB
cana-1445	14	4	the	the	DET
cana-1445	14	5	transformative	transformative	ADJ
cana-1445	14	6	impact	impact	NOUN
cana-1445	14	7	of	of	ADP
cana-1445	14	8	lnn	lnn	NOUN
cana-1445	14	9	-	-	PUNCT
cana-1445	14	10	based	base	VERB
cana-1445	14	11	approaches	approach	NOUN
cana-1445	14	12	in	in	ADP
cana-1445	14	13	enabling	enable	VERB
cana-1445	14	14	more	more	ADV
cana-1445	14	15	efficient	efficient	ADJ
cana-1445	14	16	,	,	PUNCT
cana-1445	14	17	reliable	reliable	ADJ
cana-1445	14	18	,	,	PUNCT
cana-1445	14	19	and	and	CCONJ
cana-1445	14	20	sustainable	sustainable	ADJ
cana-1445	14	21	energy	energy	NOUN
cana-1445	14	22	management	management	NOUN
cana-1445	14	23	solutions	solution	NOUN
cana-1445	14	24	.	.	PUNCT
cana-1445	15	1	intellimeter	intellimeter	NOUN
cana-1445	15	2	represents	represent	VERB
cana-1445	15	3	a	a	DET
cana-1445	15	4	significant	significant	ADJ
cana-1445	15	5	advancement	advancement	NOUN
cana-1445	15	6	in	in	ADP
cana-1445	15	7	smart	smart	ADJ
cana-1445	15	8	meter	meter	NOUN
cana-1445	15	9	data	datum	NOUN
cana-1445	15	10	analytics	analytic	NOUN
cana-1445	15	11	,	,	PUNCT
cana-1445	15	12	offering	offer	VERB
cana-1445	15	13	utilities	utility	NOUN
cana-1445	15	14	actionable	actionable	ADJ
cana-1445	15	15	insights	insight	NOUN
cana-1445	15	16	for	for	ADP
cana-1445	15	17	optimizing	optimize	VERB
cana-1445	15	18	energy	energy	NOUN
cana-1445	15	19	distribution	distribution	NOUN
cana-1445	15	20	,	,	PUNCT
cana-1445	15	21	minimizing	minimize	VERB
cana-1445	15	22	operational	operational	ADJ
cana-1445	15	23	costs	cost	NOUN
cana-1445	15	24	,	,	PUNCT
cana-1445	15	25	and	and	CCONJ
cana-1445	15	26	enhancing	enhance	VERB
cana-1445	15	27	grid	grid	NOUN
cana-1445	15	28	stability	stability	NOUN
cana-1445	15	29	.	.	PUNCT
cana-1445	16	1	keywords	keyword	NOUN
cana-1445	16	2	:	:	PUNCT
cana-1445	16	3	liquid	liquid	ADJ
cana-1445	16	4	neural	neural	ADJ
cana-1445	16	5	network	network	NOUN
cana-1445	16	6	,	,	PUNCT
cana-1445	16	7	wireless	wireless	ADJ
cana-1445	16	8	iot	iot	NOUN
cana-1445	16	9	,	,	PUNCT
cana-1445	16	10	machine	machine	NOUN
cana-1445	16	11	learning	learning	NOUN
cana-1445	16	12	,	,	PUNCT
cana-1445	16	13	energy	energy	NOUN
cana-1445	16	14	consumption	consumption	NOUN
cana-1445	16	15	,	,	PUNCT
cana-1445	16	16	anomaly	anomaly	NOUN
cana-1445	16	17	detection	detection	NOUN
cana-1445	16	18	1	1	NUM
cana-1445	16	19	.	.	PUNCT
cana-1445	17	1	introduction	introduction	NOUN
cana-1445	17	2	the	the	DET
cana-1445	17	3	global	global	ADJ
cana-1445	17	4	energy	energy	NOUN
cana-1445	17	5	landscape	landscape	NOUN
cana-1445	17	6	is	be	AUX
cana-1445	17	7	undergoing	undergo	VERB
cana-1445	17	8	a	a	DET
cana-1445	17	9	profound	profound	ADJ
cana-1445	17	10	transformation	transformation	NOUN
cana-1445	17	11	,	,	PUNCT
cana-1445	17	12	driven	drive	VERB
cana-1445	17	13	by	by	ADP
cana-1445	17	14	technological	technological	ADJ
cana-1445	17	15	advancements	advancement	NOUN
cana-1445	17	16	,	,	PUNCT
cana-1445	17	17	shifting	shift	VERB
cana-1445	17	18	policies	policy	NOUN
cana-1445	17	19	,	,	PUNCT
cana-1445	17	20	and	and	CCONJ
cana-1445	17	21	evolving	evolve	VERB
cana-1445	17	22	consumer	consumer	NOUN
cana-1445	17	23	preferences	preference	NOUN
cana-1445	17	24	.	.	PUNCT
cana-1445	18	1	central	central	ADJ
cana-1445	18	2	to	to	ADP
cana-1445	18	3	this	this	DET
cana-1445	18	4	transformation	transformation	NOUN
cana-1445	18	5	is	be	AUX
cana-1445	18	6	the	the	DET
cana-1445	18	7	widespread	widespread	ADJ
cana-1445	18	8	adoption	adoption	NOUN
cana-1445	18	9	of	of	ADP
cana-1445	18	10	smart	smart	ADJ
cana-1445	18	11	meter	meter	NOUN
cana-1445	18	12	technology	technology	NOUN
cana-1445	18	13	,	,	PUNCT
cana-1445	18	14	which	which	PRON
cana-1445	18	15	has	have	AUX
cana-1445	18	16	become	become	VERB
cana-1445	18	17	a	a	DET
cana-1445	18	18	cornerstone	cornerstone	NOUN
cana-1445	18	19	of	of	ADP
cana-1445	18	20	modern	modern	ADJ
cana-1445	18	21	energy	energy	NOUN
cana-1445	18	22	infrastructure	infrastructure	NOUN
cana-1445	18	23	.	.	PUNCT
cana-1445	19	1	smart	smart	ADJ
cana-1445	19	2	meters	meter	NOUN
cana-1445	19	3	,	,	PUNCT
cana-1445	19	4	equipped	equip	VERB
cana-1445	19	5	with	with	ADP
cana-1445	19	6	sensors	sensor	NOUN
cana-1445	19	7	and	and	CCONJ
cana-1445	19	8	communication	communication	NOUN
cana-1445	19	9	capabilities	capability	NOUN
cana-1445	19	10	,	,	PUNCT
cana-1445	19	11	provide	provide	VERB
cana-1445	19	12	utilities	utility	NOUN
cana-1445	19	13	and	and	CCONJ
cana-1445	19	14	consumers	consumer	NOUN
cana-1445	19	15	with	with	ADP
cana-1445	19	16	unprecedented	unprecedented	ADJ
cana-1445	19	17	visibility	visibility	NOUN
cana-1445	19	18	into	into	ADP
cana-1445	19	19	energy	energy	NOUN
cana-1445	19	20	consumption	consumption	NOUN
cana-1445	19	21	patterns	pattern	NOUN
cana-1445	19	22	in	in	ADP
cana-1445	19	23	near	near	ADP
cana-1445	19	24	realtime	realtime	NOUN
cana-1445	19	25	,	,	PUNCT
cana-1445	19	26	marking	mark	VERB
cana-1445	19	27	a	a	DET
cana-1445	19	28	significant	significant	ADJ
cana-1445	19	29	departure	departure	NOUN
cana-1445	19	30	from	from	ADP
cana-1445	19	31	traditional	traditional	ADJ
cana-1445	19	32	metering	metering	NOUN
cana-1445	19	33	systems	system	NOUN
cana-1445	19	34	.	.	PUNCT
cana-1445	20	1	motivated	motivate	VERB
cana-1445	20	2	by	by	ADP
cana-1445	20	3	the	the	DET
cana-1445	20	4	imperative	imperative	NOUN
cana-1445	20	5	to	to	PART
cana-1445	20	6	modernize	modernize	VERB
cana-1445	20	7	aging	age	VERB
cana-1445	20	8	infrastructure	infrastructure	NOUN
cana-1445	20	9	,	,	PUNCT
cana-1445	20	10	enhance	enhance	VERB
cana-1445	20	11	operational	operational	ADJ
cana-1445	20	12	efficiency	efficiency	NOUN
cana-1445	20	13	,	,	PUNCT
cana-1445	20	14	and	and	CCONJ
cana-1445	20	15	promote	promote	VERB
cana-1445	20	16	energy	energy	NOUN
cana-1445	20	17	conservation	conservation	NOUN
cana-1445	20	18	,	,	PUNCT
cana-1445	20	19	smart	smart	ADJ
cana-1445	20	20	meters	meter	NOUN
cana-1445	20	21	have	have	AUX
cana-1445	20	22	been	be	AUX
cana-1445	20	23	deployed	deploy	VERB
cana-1445	20	24	extensively	extensively	ADV
cana-1445	20	25	.	.	PUNCT
cana-1445	21	1	they	they	PRON
cana-1445	21	2	offer	offer	VERB
cana-1445	21	3	granular	granular	ADJ
cana-1445	21	4	data	datum	NOUN
cana-1445	21	5	on	on	ADP
cana-1445	21	6	energy	energy	NOUN
cana-1445	21	7	usage	usage	NOUN
cana-1445	21	8	,	,	PUNCT
cana-1445	21	9	enabling	enable	VERB
cana-1445	21	10	utilities	utility	NOUN
cana-1445	21	11	to	to	PART
cana-1445	21	12	optimize	optimize	VERB
cana-1445	21	13	grid	grid	NOUN
cana-1445	21	14	operations	operation	NOUN
cana-1445	21	15	,	,	PUNCT
cana-1445	21	16	improve	improve	VERB
cana-1445	21	17	demand	demand	NOUN
cana-1445	21	18	forecasting	forecasting	NOUN
cana-1445	21	19	,	,	PUNCT
cana-1445	21	20	and	and	CCONJ
cana-1445	21	21	implement	implement	VERB
cana-1445	21	22	innovative	innovative	ADJ
cana-1445	21	23	pricing	pricing	NOUN
cana-1445	21	24	strategies	strategy	NOUN
cana-1445	21	25	.	.	PUNCT
cana-1445	22	1	the	the	DET
cana-1445	22	2	proliferation	proliferation	NOUN
cana-1445	22	3	of	of	ADP
cana-1445	22	4	smart	smart	ADJ
cana-1445	22	5	meters	meter	NOUN
cana-1445	22	6	has	have	AUX
cana-1445	22	7	ushered	usher	VERB
cana-1445	22	8	in	in	ADP
cana-1445	22	9	a	a	DET
cana-1445	22	10	new	new	ADJ
cana-1445	22	11	era	era	NOUN
cana-1445	22	12	of	of	ADP
cana-1445	22	13	data	data	NOUN
cana-1445	22	14	-	-	PUNCT
cana-1445	22	15	driven	drive	VERB
cana-1445	22	16	energy	energy	NOUN
cana-1445	22	17	management	management	NOUN
cana-1445	22	18	,	,	PUNCT
cana-1445	22	19	empowering	empower	VERB
cana-1445	22	20	utilities	utility	NOUN
cana-1445	22	21	and	and	CCONJ
cana-1445	22	22	consumers	consumer	NOUN
cana-1445	22	23	alike	alike	ADV
cana-1445	22	24	to	to	PART
cana-1445	22	25	make	make	VERB
cana-1445	22	26	informed	informed	ADJ
cana-1445	22	27	decisions	decision	NOUN
cana-1445	22	28	about	about	ADP
cana-1445	22	29	energy	energy	NOUN
cana-1445	22	30	usage	usage	NOUN
cana-1445	22	31	.	.	PUNCT
cana-1445	23	1	communications	communication	NOUN
cana-1445	23	2	on	on	ADP
cana-1445	23	3	applied	apply	VERB
cana-1445	23	4	nonlinear	nonlinear	ADJ
cana-1445	23	5	analysis	analysis	NOUN
cana-1445	23	6	issn	issn	NOUN
cana-1445	23	7	:	:	PUNCT
cana-1445	23	8	1074	1074	NUM
cana-1445	23	9	-	-	PUNCT
cana-1445	23	10	133x	133x	NUM
cana-1445	23	11	vol	vol	NOUN
cana-1445	23	12	31	31	NUM
cana-1445	23	13	no	no	NOUN
cana-1445	23	14	.	.	PUNCT
cana-1445	24	1	8s	8s	PROPN
cana-1445	24	2	(	(	PUNCT
cana-1445	24	3	2024	2024	NUM
cana-1445	24	4	)	)	PUNCT
cana-1445	24	5	25	25	NUM
cana-1445	24	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	24	7	however	however	ADV
cana-1445	24	8	,	,	PUNCT
cana-1445	24	9	along	along	ADP
cana-1445	24	10	with	with	ADP
cana-1445	24	11	the	the	DET
cana-1445	24	12	benefits	benefit	NOUN
cana-1445	24	13	,	,	PUNCT
cana-1445	24	14	the	the	DET
cana-1445	24	15	widespread	widespread	ADJ
cana-1445	24	16	adoption	adoption	NOUN
cana-1445	24	17	of	of	ADP
cana-1445	24	18	smart	smart	ADJ
cana-1445	24	19	meters	meter	NOUN
cana-1445	24	20	has	have	AUX
cana-1445	24	21	also	also	ADV
cana-1445	24	22	introduced	introduce	VERB
cana-1445	24	23	challenges	challenge	NOUN
cana-1445	24	24	in	in	ADP
cana-1445	24	25	managing	manage	VERB
cana-1445	24	26	and	and	CCONJ
cana-1445	24	27	analyzing	analyze	VERB
cana-1445	24	28	vast	vast	ADJ
cana-1445	24	29	quantities	quantity	NOUN
cana-1445	24	30	of	of	ADP
cana-1445	24	31	data	datum	NOUN
cana-1445	24	32	.	.	PUNCT
cana-1445	25	1	the	the	DET
cana-1445	25	2	sheer	sheer	ADJ
cana-1445	25	3	volume	volume	NOUN
cana-1445	25	4	and	and	CCONJ
cana-1445	25	5	complexity	complexity	NOUN
cana-1445	25	6	of	of	ADP
cana-1445	25	7	smart	smart	ADJ
cana-1445	25	8	meter	meter	NOUN
cana-1445	25	9	data	datum	NOUN
cana-1445	25	10	require	require	VERB
cana-1445	25	11	sophisticated	sophisticated	ADJ
cana-1445	25	12	analytical	analytical	ADJ
cana-1445	25	13	techniques	technique	NOUN
cana-1445	25	14	to	to	PART
cana-1445	25	15	extract	extract	VERB
cana-1445	25	16	meaningful	meaningful	ADJ
cana-1445	25	17	insights	insight	NOUN
cana-1445	25	18	and	and	CCONJ
cana-1445	25	19	actionable	actionable	ADJ
cana-1445	25	20	intelligence	intelligence	NOUN
cana-1445	25	21	.	.	PUNCT
cana-1445	26	1	traditional	traditional	ADJ
cana-1445	26	2	methods	method	NOUN
cana-1445	26	3	are	be	AUX
cana-1445	26	4	often	often	ADV
cana-1445	26	5	inadequate	inadequate	ADJ
cana-1445	26	6	for	for	ADP
cana-1445	26	7	handling	handle	VERB
cana-1445	26	8	the	the	DET
cana-1445	26	9	intricacies	intricacy	NOUN
cana-1445	26	10	of	of	ADP
cana-1445	26	11	smart	smart	ADJ
cana-1445	26	12	meter	meter	NOUN
cana-1445	26	13	data	datum	NOUN
cana-1445	26	14	,	,	PUNCT
cana-1445	26	15	necessitating	necessitate	VERB
cana-1445	26	16	the	the	DET
cana-1445	26	17	exploration	exploration	NOUN
cana-1445	26	18	of	of	ADP
cana-1445	26	19	advanced	advanced	ADJ
cana-1445	26	20	technologies	technology	NOUN
cana-1445	26	21	to	to	PART
cana-1445	26	22	unlock	unlock	VERB
cana-1445	26	23	its	its	PRON
cana-1445	26	24	full	full	ADJ
cana-1445	26	25	potential	potential	NOUN
cana-1445	26	26	.	.	PUNCT
cana-1445	27	1	to	to	PART
cana-1445	27	2	address	address	VERB
cana-1445	27	3	these	these	DET
cana-1445	27	4	challenges	challenge	NOUN
cana-1445	27	5	,	,	PUNCT
cana-1445	27	6	researchers	researcher	NOUN
cana-1445	27	7	and	and	CCONJ
cana-1445	27	8	practitioners	practitioner	NOUN
cana-1445	27	9	have	have	AUX
cana-1445	27	10	turned	turn	VERB
cana-1445	27	11	to	to	ADP
cana-1445	27	12	advanced	advanced	ADJ
cana-1445	27	13	technologies	technology	NOUN
cana-1445	27	14	such	such	ADJ
cana-1445	27	15	as	as	ADP
cana-1445	27	16	wireless	wireless	ADJ
cana-1445	27	17	iot	iot	NOUN
cana-1445	27	18	(	(	PUNCT
cana-1445	27	19	internet	internet	NOUN
cana-1445	27	20	of	of	ADP
cana-1445	27	21	things	thing	NOUN
cana-1445	27	22	)	)	PUNCT
cana-1445	27	23	and	and	CCONJ
cana-1445	27	24	machine	machine	NOUN
cana-1445	27	25	learning	learning	NOUN
cana-1445	27	26	.	.	PUNCT
cana-1445	28	1	wireless	wireless	ADJ
cana-1445	28	2	iot	iot	PROPN
cana-1445	28	3	facilitates	facilitate	VERB
cana-1445	28	4	seamless	seamless	ADJ
cana-1445	28	5	communication	communication	NOUN
cana-1445	28	6	between	between	ADP
cana-1445	28	7	smart	smart	ADJ
cana-1445	28	8	meters	meter	NOUN
cana-1445	28	9	and	and	CCONJ
cana-1445	28	10	utility	utility	NOUN
cana-1445	28	11	systems	system	NOUN
cana-1445	28	12	,	,	PUNCT
cana-1445	28	13	enabling	enable	VERB
cana-1445	28	14	real	real	ADJ
cana-1445	28	15	-	-	PUNCT
cana-1445	28	16	time	time	NOUN
cana-1445	28	17	data	datum	NOUN
cana-1445	28	18	transmission	transmission	NOUN
cana-1445	28	19	and	and	CCONJ
cana-1445	28	20	monitoring	monitoring	NOUN
cana-1445	28	21	.	.	PUNCT
cana-1445	29	1	machine	machine	NOUN
cana-1445	29	2	learning	learn	VERB
cana-1445	29	3	algorithms	algorithm	NOUN
cana-1445	29	4	provide	provide	VERB
cana-1445	29	5	powerful	powerful	ADJ
cana-1445	29	6	tools	tool	NOUN
cana-1445	29	7	for	for	ADP
cana-1445	29	8	analyzing	analyze	VERB
cana-1445	29	9	and	and	CCONJ
cana-1445	29	10	interpreting	interpret	VERB
cana-1445	29	11	smart	smart	ADJ
cana-1445	29	12	meter	meter	NOUN
cana-1445	29	13	data	datum	NOUN
cana-1445	29	14	,	,	PUNCT
cana-1445	29	15	uncovering	uncover	VERB
cana-1445	29	16	hidden	hidden	ADJ
cana-1445	29	17	patterns	pattern	NOUN
cana-1445	29	18	,	,	PUNCT
cana-1445	29	19	predicting	predict	VERB
cana-1445	29	20	future	future	ADJ
cana-1445	29	21	trends	trend	NOUN
cana-1445	29	22	,	,	PUNCT
cana-1445	29	23	and	and	CCONJ
cana-1445	29	24	identifying	identify	VERB
cana-1445	29	25	anomalies	anomaly	NOUN
cana-1445	29	26	.	.	PUNCT
cana-1445	30	1	in	in	ADP
cana-1445	30	2	this	this	DET
cana-1445	30	3	paper	paper	NOUN
cana-1445	30	4	,	,	PUNCT
cana-1445	30	5	we	we	PRON
cana-1445	30	6	introduce	introduce	VERB
cana-1445	30	7	intellimeter	intellimeter	NOUN
cana-1445	30	8	,	,	PUNCT
cana-1445	30	9	a	a	DET
cana-1445	30	10	state	state	NOUN
cana-1445	30	11	-	-	PUNCT
cana-1445	30	12	of	of	ADP
cana-1445	30	13	-	-	PUNCT
cana-1445	30	14	the	the	DET
cana-1445	30	15	-	-	PUNCT
cana-1445	30	16	art	art	NOUN
cana-1445	30	17	smart	smart	ADJ
cana-1445	30	18	meter	meter	NOUN
cana-1445	30	19	data	datum	NOUN
cana-1445	30	20	analytics	analytic	NOUN
cana-1445	30	21	framework	framework	NOUN
cana-1445	30	22	that	that	PRON
cana-1445	30	23	leverages	leverage	VERB
cana-1445	30	24	liquid	liquid	ADJ
cana-1445	30	25	neural	neural	ADJ
cana-1445	30	26	networks	network	NOUN
cana-1445	30	27	(	(	PUNCT
cana-1445	30	28	lnn	lnn	PROPN
cana-1445	30	29	)	)	PUNCT
cana-1445	30	30	in	in	ADP
cana-1445	30	31	conjunction	conjunction	NOUN
cana-1445	30	32	with	with	ADP
cana-1445	30	33	wireless	wireless	ADJ
cana-1445	30	34	iot	iot	NOUN
cana-1445	30	35	technology	technology	NOUN
cana-1445	30	36	to	to	PART
cana-1445	30	37	optimize	optimize	VERB
cana-1445	30	38	energy	energy	NOUN
cana-1445	30	39	utilization	utilization	NOUN
cana-1445	30	40	in	in	ADP
cana-1445	30	41	the	the	DET
cana-1445	30	42	modern	modern	ADJ
cana-1445	30	43	electrical	electrical	ADJ
cana-1445	30	44	grid	grid	NOUN
cana-1445	30	45	.	.	PUNCT
cana-1445	31	1	inspired	inspire	VERB
cana-1445	31	2	by	by	ADP
cana-1445	31	3	the	the	DET
cana-1445	31	4	principles	principle	NOUN
cana-1445	31	5	of	of	ADP
cana-1445	31	6	liquid	liquid	ADJ
cana-1445	31	7	state	state	NOUN
cana-1445	31	8	machines	machine	NOUN
cana-1445	31	9	(	(	PUNCT
cana-1445	31	10	lsm	lsm	PROPN
cana-1445	31	11	)	)	PUNCT
cana-1445	31	12	,	,	PUNCT
cana-1445	31	13	lnn	lnn	PROPN
cana-1445	31	14	is	be	AUX
cana-1445	31	15	a	a	DET
cana-1445	31	16	novel	novel	ADJ
cana-1445	31	17	neural	neural	ADJ
cana-1445	31	18	network	network	NOUN
cana-1445	31	19	architecture	architecture	NOUN
cana-1445	31	20	that	that	PRON
cana-1445	31	21	exhibits	exhibit	VERB
cana-1445	31	22	dynamic	dynamic	ADJ
cana-1445	31	23	behavior	behavior	NOUN
cana-1445	31	24	and	and	CCONJ
cana-1445	31	25	is	be	AUX
cana-1445	31	26	particularly	particularly	ADV
cana-1445	31	27	well	well	ADV
cana-1445	31	28	-	-	PUNCT
cana-1445	31	29	suited	suit	VERB
cana-1445	31	30	for	for	ADP
cana-1445	31	31	processing	processing	NOUN
cana-1445	31	32	spatio	spatio	PROPN
cana-1445	31	33	-	-	PUNCT
cana-1445	31	34	temporal	temporal	ADJ
cana-1445	31	35	data	datum	NOUN
cana-1445	31	36	such	such	ADJ
cana-1445	31	37	as	as	ADP
cana-1445	31	38	smart	smart	ADJ
cana-1445	31	39	meter	meter	NOUN
cana-1445	31	40	readings	reading	NOUN
cana-1445	31	41	.	.	PUNCT
cana-1445	32	1	intellimeter	intellimeter	NOUN
cana-1445	32	2	represents	represent	VERB
cana-1445	32	3	a	a	DET
cana-1445	32	4	significant	significant	ADJ
cana-1445	32	5	leap	leap	NOUN
cana-1445	32	6	forward	forward	ADV
cana-1445	32	7	in	in	ADP
cana-1445	32	8	smart	smart	ADJ
cana-1445	32	9	meter	meter	NOUN
cana-1445	32	10	data	datum	NOUN
cana-1445	32	11	analytics	analytic	NOUN
cana-1445	32	12	,	,	PUNCT
cana-1445	32	13	offering	offer	VERB
cana-1445	32	14	utilities	utility	NOUN
cana-1445	32	15	a	a	DET
cana-1445	32	16	powerful	powerful	ADJ
cana-1445	32	17	tool	tool	NOUN
cana-1445	32	18	for	for	ADP
cana-1445	32	19	unlocking	unlock	VERB
cana-1445	32	20	the	the	DET
cana-1445	32	21	full	full	ADJ
cana-1445	32	22	potential	potential	NOUN
cana-1445	32	23	of	of	ADP
cana-1445	32	24	smart	smart	ADJ
cana-1445	32	25	meter	meter	NOUN
cana-1445	32	26	data	datum	NOUN
cana-1445	32	27	.	.	PUNCT
cana-1445	33	1	by	by	ADP
cana-1445	33	2	harnessing	harness	VERB
cana-1445	33	3	the	the	DET
cana-1445	33	4	dynamic	dynamic	ADJ
cana-1445	33	5	capabilities	capability	NOUN
cana-1445	33	6	of	of	ADP
cana-1445	33	7	lnn	lnn	NOUN
cana-1445	33	8	and	and	CCONJ
cana-1445	33	9	the	the	DET
cana-1445	33	10	real	real	ADJ
cana-1445	33	11	-	-	PUNCT
cana-1445	33	12	time	time	NOUN
cana-1445	33	13	data	datum	NOUN
cana-1445	33	14	transmission	transmission	NOUN
cana-1445	33	15	facilitated	facilitate	VERB
cana-1445	33	16	by	by	ADP
cana-1445	33	17	wireless	wireless	ADJ
cana-1445	33	18	iot	iot	NOUN
cana-1445	33	19	,	,	PUNCT
cana-1445	33	20	intellimeter	intellimeter	NOUN
cana-1445	33	21	enables	enable	VERB
cana-1445	33	22	utilities	utility	NOUN
cana-1445	33	23	to	to	PART
cana-1445	33	24	gain	gain	VERB
cana-1445	33	25	actionable	actionable	ADJ
cana-1445	33	26	insights	insight	NOUN
cana-1445	33	27	into	into	ADP
cana-1445	33	28	energy	energy	NOUN
cana-1445	33	29	consumption	consumption	NOUN
cana-1445	33	30	patterns	pattern	NOUN
cana-1445	33	31	,	,	PUNCT
cana-1445	33	32	identify	identify	VERB
cana-1445	33	33	opportunities	opportunity	NOUN
cana-1445	33	34	for	for	ADP
cana-1445	33	35	efficiency	efficiency	NOUN
cana-1445	33	36	improvements	improvement	NOUN
cana-1445	33	37	,	,	PUNCT
cana-1445	33	38	and	and	CCONJ
cana-1445	33	39	implement	implement	VERB
cana-1445	33	40	targeted	targeted	ADJ
cana-1445	33	41	interventions	intervention	NOUN
cana-1445	33	42	to	to	PART
cana-1445	33	43	optimize	optimize	VERB
cana-1445	33	44	energy	energy	NOUN
cana-1445	33	45	distribution	distribution	NOUN
cana-1445	33	46	and	and	CCONJ
cana-1445	33	47	minimize	minimize	VERB
cana-1445	33	48	operational	operational	ADJ
cana-1445	33	49	costs	cost	NOUN
cana-1445	33	50	.	.	PUNCT
cana-1445	34	1	through	through	ADP
cana-1445	34	2	a	a	DET
cana-1445	34	3	combination	combination	NOUN
cana-1445	34	4	of	of	ADP
cana-1445	34	5	real	real	ADJ
cana-1445	34	6	-	-	PUNCT
cana-1445	34	7	time	time	NOUN
cana-1445	34	8	data	datum	NOUN
cana-1445	34	9	transmission	transmission	NOUN
cana-1445	34	10	,	,	PUNCT
cana-1445	34	11	advanced	advanced	ADJ
cana-1445	34	12	analytics	analytic	NOUN
cana-1445	34	13	,	,	PUNCT
cana-1445	34	14	and	and	CCONJ
cana-1445	34	15	actionable	actionable	ADJ
cana-1445	34	16	insights	insight	NOUN
cana-1445	34	17	,	,	PUNCT
cana-1445	34	18	intellimeter	intellimeter	NOUN
cana-1445	34	19	aims	aim	VERB
cana-1445	34	20	to	to	PART
cana-1445	34	21	revolutionize	revolutionize	VERB
cana-1445	34	22	energy	energy	NOUN
cana-1445	34	23	management	management	NOUN
cana-1445	34	24	practices	practice	NOUN
cana-1445	34	25	,	,	PUNCT
cana-1445	34	26	driving	drive	VERB
cana-1445	34	27	greater	great	ADJ
cana-1445	34	28	efficiency	efficiency	NOUN
cana-1445	34	29	,	,	PUNCT
cana-1445	34	30	reliability	reliability	NOUN
cana-1445	34	31	,	,	PUNCT
cana-1445	34	32	and	and	CCONJ
cana-1445	34	33	sustainability	sustainability	NOUN
cana-1445	34	34	in	in	ADP
cana-1445	34	35	the	the	DET
cana-1445	34	36	evolving	evolve	VERB
cana-1445	34	37	energy	energy	NOUN
cana-1445	34	38	landscape	landscape	NOUN
cana-1445	34	39	.	.	PUNCT
cana-1445	35	1	in	in	ADP
cana-1445	35	2	the	the	DET
cana-1445	35	3	following	follow	VERB
cana-1445	35	4	sections	section	NOUN
cana-1445	35	5	,	,	PUNCT
cana-1445	35	6	we	we	PRON
cana-1445	35	7	provide	provide	VERB
cana-1445	35	8	a	a	DET
cana-1445	35	9	comprehensive	comprehensive	ADJ
cana-1445	35	10	overview	overview	NOUN
cana-1445	35	11	of	of	ADP
cana-1445	35	12	intellimeter	intellimeter	NOUN
cana-1445	35	13	,	,	PUNCT
cana-1445	35	14	detailing	detail	VERB
cana-1445	35	15	its	its	PRON
cana-1445	35	16	architecture	architecture	NOUN
cana-1445	35	17	,	,	PUNCT
cana-1445	35	18	key	key	ADJ
cana-1445	35	19	components	component	NOUN
cana-1445	35	20	,	,	PUNCT
cana-1445	35	21	and	and	CCONJ
cana-1445	35	22	underlying	underlying	ADJ
cana-1445	35	23	algorithms	algorithm	NOUN
cana-1445	35	24	.	.	PUNCT
cana-1445	36	1	we	we	PRON
cana-1445	36	2	also	also	ADV
cana-1445	36	3	present	present	VERB
cana-1445	36	4	experimental	experimental	ADJ
cana-1445	36	5	results	result	NOUN
cana-1445	36	6	and	and	CCONJ
cana-1445	36	7	case	case	NOUN
cana-1445	36	8	studies	study	NOUN
cana-1445	36	9	demonstrating	demonstrate	VERB
cana-1445	36	10	the	the	DET
cana-1445	36	11	effectiveness	effectiveness	NOUN
cana-1445	36	12	and	and	CCONJ
cana-1445	36	13	practical	practical	ADJ
cana-1445	36	14	implications	implication	NOUN
cana-1445	36	15	of	of	ADP
cana-1445	36	16	intellimeter	intellimeter	NOUN
cana-1445	36	17	in	in	ADP
cana-1445	36	18	real	real	ADJ
cana-1445	36	19	-	-	PUNCT
cana-1445	36	20	world	world	NOUN
cana-1445	36	21	energy	energy	NOUN
cana-1445	36	22	management	management	NOUN
cana-1445	36	23	scenarios	scenario	NOUN
cana-1445	36	24	.	.	PUNCT
cana-1445	37	1	finally	finally	ADV
cana-1445	37	2	,	,	PUNCT
cana-1445	37	3	we	we	PRON
cana-1445	37	4	offer	offer	VERB
cana-1445	37	5	concluding	conclude	VERB
cana-1445	37	6	remarks	remark	NOUN
cana-1445	37	7	and	and	CCONJ
cana-1445	37	8	outline	outline	VERB
cana-1445	37	9	potential	potential	ADJ
cana-1445	37	10	avenues	avenue	NOUN
cana-1445	37	11	for	for	ADP
cana-1445	37	12	future	future	ADJ
cana-1445	37	13	research	research	NOUN
cana-1445	37	14	in	in	ADP
cana-1445	37	15	the	the	DET
cana-1445	37	16	field	field	NOUN
cana-1445	37	17	of	of	ADP
cana-1445	37	18	smart	smart	ADJ
cana-1445	37	19	meter	meter	NOUN
cana-1445	37	20	data	datum	NOUN
cana-1445	37	21	analytics	analytic	NOUN
cana-1445	37	22	.	.	PUNCT
cana-1445	38	1	2	2	X
cana-1445	38	2	.	.	X
cana-1445	38	3	related	relate	VERB
cana-1445	38	4	works	work	VERB
cana-1445	38	5	the	the	DET
cana-1445	38	6	related	relate	VERB
cana-1445	38	7	works	work	NOUN
cana-1445	38	8	section	section	NOUN
cana-1445	38	9	explores	explore	VERB
cana-1445	38	10	various	various	ADJ
cana-1445	38	11	facets	facet	NOUN
cana-1445	38	12	of	of	ADP
cana-1445	38	13	smart	smart	ADJ
cana-1445	38	14	meter	meter	NOUN
cana-1445	38	15	data	datum	NOUN
cana-1445	38	16	analytics	analytic	NOUN
cana-1445	38	17	and	and	CCONJ
cana-1445	38	18	its	its	PRON
cana-1445	38	19	applications	application	NOUN
cana-1445	38	20	in	in	ADP
cana-1445	38	21	optimizing	optimize	VERB
cana-1445	38	22	energy	energy	NOUN
cana-1445	38	23	utilization	utilization	NOUN
cana-1445	38	24	and	and	CCONJ
cana-1445	38	25	enhancing	enhance	VERB
cana-1445	38	26	grid	grid	NOUN
cana-1445	38	27	reliability	reliability	NOUN
cana-1445	38	28	.	.	PUNCT
cana-1445	39	1	it	it	PRON
cana-1445	39	2	begins	begin	VERB
cana-1445	39	3	by	by	ADP
cana-1445	39	4	highlighting	highlight	VERB
cana-1445	39	5	the	the	DET
cana-1445	39	6	transformative	transformative	ADJ
cana-1445	39	7	impact	impact	NOUN
cana-1445	39	8	of	of	ADP
cana-1445	39	9	smart	smart	ADJ
cana-1445	39	10	meter	meter	NOUN
cana-1445	39	11	technology	technology	NOUN
cana-1445	39	12	on	on	ADP
cana-1445	39	13	the	the	DET
cana-1445	39	14	energy	energy	NOUN
cana-1445	39	15	sector	sector	NOUN
cana-1445	39	16	,	,	PUNCT
cana-1445	39	17	providing	provide	VERB
cana-1445	39	18	real	real	ADJ
cana-1445	39	19	-	-	PUNCT
cana-1445	39	20	time	time	NOUN
cana-1445	39	21	insights	insight	NOUN
cana-1445	39	22	into	into	ADP
cana-1445	39	23	energy	energy	NOUN
cana-1445	39	24	consumption	consumption	NOUN
cana-1445	39	25	patterns	pattern	NOUN
cana-1445	39	26	.	.	PUNCT
cana-1445	40	1	however	however	ADV
cana-1445	40	2	,	,	PUNCT
cana-1445	40	3	the	the	DET
cana-1445	40	4	abundance	abundance	NOUN
cana-1445	40	5	of	of	ADP
cana-1445	40	6	data	datum	NOUN
cana-1445	40	7	generated	generate	VERB
cana-1445	40	8	by	by	ADP
cana-1445	40	9	smart	smart	ADJ
cana-1445	40	10	meters	meter	NOUN
cana-1445	40	11	presents	present	VERB
cana-1445	40	12	challenges	challenge	NOUN
cana-1445	40	13	in	in	ADP
cana-1445	40	14	terms	term	NOUN
cana-1445	40	15	of	of	ADP
cana-1445	40	16	effective	effective	ADJ
cana-1445	40	17	analysis	analysis	NOUN
cana-1445	40	18	and	and	CCONJ
cana-1445	40	19	utilization	utilization	NOUN
cana-1445	40	20	.	.	PUNCT
cana-1445	41	1	2.1	2.1	NUM
cana-1445	41	2	.	.	PUNCT
cana-1445	41	3	smart	smart	ADJ
cana-1445	41	4	meter	meter	NOUN
cana-1445	41	5	data	datum	NOUN
cana-1445	41	6	analytic	analytic	ADJ
cana-1445	41	7	and	and	CCONJ
cana-1445	41	8	challenges	challenge	VERB
cana-1445	41	9	smart	smart	ADJ
cana-1445	41	10	meter	meter	NOUN
cana-1445	41	11	data	datum	NOUN
cana-1445	41	12	analytics	analytic	NOUN
cana-1445	41	13	stands	stand	VERB
cana-1445	41	14	at	at	ADP
cana-1445	41	15	the	the	DET
cana-1445	41	16	forefront	forefront	NOUN
cana-1445	41	17	of	of	ADP
cana-1445	41	18	revolutionizing	revolutionize	VERB
cana-1445	41	19	energy	energy	NOUN
cana-1445	41	20	management	management	NOUN
cana-1445	41	21	,	,	PUNCT
cana-1445	41	22	offering	offer	VERB
cana-1445	41	23	utilities	utility	NOUN
cana-1445	41	24	unparalleled	unparalleled	ADJ
cana-1445	41	25	insights	insight	NOUN
cana-1445	41	26	into	into	ADP
cana-1445	41	27	energy	energy	NOUN
cana-1445	41	28	consumption	consumption	NOUN
cana-1445	41	29	behaviors	behavior	NOUN
cana-1445	41	30	and	and	CCONJ
cana-1445	41	31	avenues	avenue	NOUN
cana-1445	41	32	for	for	ADP
cana-1445	41	33	optimization	optimization	NOUN
cana-1445	41	34	discussed	discuss	VERB
cana-1445	41	35	by	by	ADP
cana-1445	41	36	chen	chen	PROPN
cana-1445	41	37	et	et	PROPN
cana-1445	41	38	al.[5	al.[5	PROPN
cana-1445	41	39	]	]	PUNCT
cana-1445	41	40	.	.	PUNCT
cana-1445	42	1	kochański	kochański	PROPN
cana-1445	42	2	et	et	PROPN
cana-1445	42	3	al	al	PROPN
cana-1445	42	4	.	.	PROPN
cana-1445	42	5	pointed	point	VERB
cana-1445	42	6	out	out	ADP
cana-1445	42	7	with	with	ADP
cana-1445	42	8	the	the	DET
cana-1445	42	9	advent	advent	NOUN
cana-1445	42	10	of	of	ADP
cana-1445	42	11	smart	smart	ADJ
cana-1445	42	12	meters	meter	NOUN
cana-1445	42	13	,	,	PUNCT
cana-1445	42	14	utilities	utility	NOUN
cana-1445	42	15	can	can	AUX
cana-1445	42	16	communications	communication	NOUN
cana-1445	42	17	on	on	ADP
cana-1445	42	18	applied	apply	VERB
cana-1445	42	19	nonlinear	nonlinear	ADJ
cana-1445	42	20	analysis	analysis	NOUN
cana-1445	42	21	issn	issn	NOUN
cana-1445	42	22	:	:	PUNCT
cana-1445	42	23	1074	1074	NUM
cana-1445	42	24	-	-	PUNCT
cana-1445	42	25	133x	133x	NUM
cana-1445	42	26	vol	vol	NOUN
cana-1445	42	27	31	31	NUM
cana-1445	42	28	no	no	NOUN
cana-1445	42	29	.	.	PUNCT
cana-1445	43	1	8s	8s	PROPN
cana-1445	43	2	(	(	PUNCT
cana-1445	43	3	2024	2024	NUM
cana-1445	43	4	)	)	PUNCT
cana-1445	43	5	26	26	NUM
cana-1445	43	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	43	7	now	now	ADV
cana-1445	43	8	access	access	VERB
cana-1445	43	9	granular	granular	ADJ
cana-1445	43	10	data	datum	NOUN
cana-1445	43	11	on	on	ADP
cana-1445	43	12	energy	energy	NOUN
cana-1445	43	13	usage	usage	NOUN
cana-1445	43	14	,	,	PUNCT
cana-1445	43	15	enabling	enable	VERB
cana-1445	43	16	them	they	PRON
cana-1445	43	17	to	to	ADP
cana-1445	43	18	fine	fine	ADJ
cana-1445	43	19	-	-	PUNCT
cana-1445	43	20	tune	tune	NOUN
cana-1445	43	21	demand	demand	NOUN
cana-1445	43	22	forecasting	forecasting	NOUN
cana-1445	43	23	models	model	NOUN
cana-1445	43	24	and	and	CCONJ
cana-1445	43	25	implement	implement	VERB
cana-1445	43	26	targeted	target	VERB
cana-1445	43	27	energy	energy	NOUN
cana-1445	43	28	efficiency	efficiency	NOUN
cana-1445	43	29	initiatives	initiative	NOUN
cana-1445	43	30	[	[	X
cana-1445	43	31	6	6	NUM
cana-1445	43	32	]	]	PUNCT
cana-1445	43	33	.	.	PUNCT
cana-1445	44	1	however	however	ADV
cana-1445	44	2	,	,	PUNCT
cana-1445	44	3	wang	wang	PROPN
cana-1445	44	4	et	et	PROPN
cana-1445	44	5	al	al	PROPN
cana-1445	44	6	.	.	PROPN
cana-1445	44	7	discusses	discuss	VERB
cana-1445	44	8	the	the	DET
cana-1445	44	9	proliferation	proliferation	NOUN
cana-1445	44	10	of	of	ADP
cana-1445	44	11	smart	smart	ADJ
cana-1445	44	12	meters	meter	NOUN
cana-1445	44	13	has	have	AUX
cana-1445	44	14	inundated	inundate	VERB
cana-1445	44	15	utilities	utility	NOUN
cana-1445	44	16	with	with	ADP
cana-1445	44	17	massive	massive	ADJ
cana-1445	44	18	volumes	volume	NOUN
cana-1445	44	19	of	of	ADP
cana-1445	44	20	data	datum	NOUN
cana-1445	44	21	,	,	PUNCT
cana-1445	44	22	presenting	present	VERB
cana-1445	44	23	formidable	formidable	ADJ
cana-1445	44	24	challenges	challenge	NOUN
cana-1445	44	25	in	in	ADP
cana-1445	44	26	terms	term	NOUN
cana-1445	44	27	of	of	ADP
cana-1445	44	28	processing	processing	NOUN
cana-1445	44	29	,	,	PUNCT
cana-1445	44	30	analyzing	analyzing	NOUN
cana-1445	44	31	,	,	PUNCT
cana-1445	44	32	and	and	CCONJ
cana-1445	44	33	deriving	derive	VERB
cana-1445	44	34	actionable	actionable	ADJ
cana-1445	44	35	insights	insight	NOUN
cana-1445	44	36	from	from	ADP
cana-1445	44	37	this	this	DET
cana-1445	44	38	wealth	wealth	NOUN
cana-1445	44	39	of	of	ADP
cana-1445	44	40	information	information	NOUN
cana-1445	44	41	[	[	X
cana-1445	44	42	7	7	NUM
cana-1445	44	43	]	]	PUNCT
cana-1445	44	44	.	.	PUNCT
cana-1445	45	1	pappu	pappu	PROPN
cana-1445	45	2	et	et	PROPN
cana-1445	45	3	al	al	PROPN
cana-1445	45	4	.	.	PROPN
cana-1445	45	5	emphasize	emphasize	VERB
cana-1445	45	6	the	the	DET
cana-1445	45	7	critical	critical	ADJ
cana-1445	45	8	need	need	NOUN
cana-1445	45	9	for	for	SCONJ
cana-1445	45	10	advanced	advanced	ADJ
cana-1445	45	11	analytics	analytic	NOUN
cana-1445	45	12	techniques	technique	NOUN
cana-1445	45	13	to	to	PART
cana-1445	45	14	navigate	navigate	VERB
cana-1445	45	15	through	through	ADP
cana-1445	45	16	this	this	DET
cana-1445	45	17	data	datum	NOUN
cana-1445	45	18	deluge	deluge	NOUN
cana-1445	45	19	,	,	PUNCT
cana-1445	45	20	enabling	enable	VERB
cana-1445	45	21	utilities	utility	NOUN
cana-1445	45	22	to	to	PART
cana-1445	45	23	unlock	unlock	VERB
cana-1445	45	24	the	the	DET
cana-1445	45	25	full	full	ADJ
cana-1445	45	26	potential	potential	NOUN
cana-1445	45	27	of	of	ADP
cana-1445	45	28	smart	smart	ADJ
cana-1445	45	29	meter	meter	NOUN
cana-1445	45	30	data	datum	NOUN
cana-1445	45	31	in	in	ADP
cana-1445	45	32	optimizing	optimize	VERB
cana-1445	45	33	grid	grid	NOUN
cana-1445	45	34	operations	operation	NOUN
cana-1445	45	35	[	[	X
cana-1445	45	36	8	8	NUM
cana-1445	45	37	]	]	PUNCT
cana-1445	45	38	.	.	PUNCT
cana-1445	46	1	additionally	additionally	ADV
cana-1445	46	2	,	,	PUNCT
cana-1445	46	3	khan	khan	PROPN
cana-1445	46	4	and	and	CCONJ
cana-1445	46	5	jayaweera	jayaweera	NOUN
cana-1445	46	6	underscores	underscore	VERB
cana-1445	46	7	the	the	DET
cana-1445	46	8	importance	importance	NOUN
cana-1445	46	9	of	of	ADP
cana-1445	46	10	fostering	foster	VERB
cana-1445	46	11	consumer	consumer	NOUN
cana-1445	46	12	engagement	engagement	NOUN
cana-1445	46	13	and	and	CCONJ
cana-1445	46	14	feedback	feedback	NOUN
cana-1445	46	15	mechanisms	mechanism	NOUN
cana-1445	46	16	,	,	PUNCT
cana-1445	46	17	underscoring	underscore	VERB
cana-1445	46	18	their	their	PRON
cana-1445	46	19	pivotal	pivotal	ADJ
cana-1445	46	20	role	role	NOUN
cana-1445	46	21	in	in	ADP
cana-1445	46	22	promoting	promote	VERB
cana-1445	46	23	energy	energy	NOUN
cana-1445	46	24	conservation	conservation	NOUN
cana-1445	46	25	and	and	CCONJ
cana-1445	46	26	efficiency	efficiency	NOUN
cana-1445	46	27	[	[	X
cana-1445	46	28	9	9	NUM
cana-1445	46	29	]	]	PUNCT
cana-1445	46	30	.	.	PUNCT
cana-1445	47	1	the	the	DET
cana-1445	47	2	sheer	sheer	ADJ
cana-1445	47	3	volume	volume	NOUN
cana-1445	47	4	of	of	ADP
cana-1445	47	5	data	datum	NOUN
cana-1445	47	6	generated	generate	VERB
cana-1445	47	7	by	by	ADP
cana-1445	47	8	smart	smart	ADJ
cana-1445	47	9	meters	meter	NOUN
cana-1445	47	10	necessitates	necessitate	VERB
cana-1445	47	11	the	the	DET
cana-1445	47	12	development	development	NOUN
cana-1445	47	13	and	and	CCONJ
cana-1445	47	14	deployment	deployment	NOUN
cana-1445	47	15	of	of	ADP
cana-1445	47	16	advanced	advanced	ADJ
cana-1445	47	17	analytics	analytic	NOUN
cana-1445	47	18	techniques	technique	NOUN
cana-1445	47	19	capable	capable	ADJ
cana-1445	47	20	of	of	ADP
cana-1445	47	21	handling	handle	VERB
cana-1445	47	22	and	and	CCONJ
cana-1445	47	23	processing	process	VERB
cana-1445	47	24	large	large	ADJ
cana-1445	47	25	-	-	PUNCT
cana-1445	47	26	scale	scale	NOUN
cana-1445	47	27	data	datum	NOUN
cana-1445	47	28	streams	stream	VERB
cana-1445	47	29	efficiently	efficiently	ADV
cana-1445	47	30	.	.	PUNCT
cana-1445	48	1	alzate	alzate	VERB
cana-1445	48	2	et	et	PROPN
cana-1445	48	3	al	al	PROPN
cana-1445	48	4	.	.	PROPN
cana-1445	49	1	discusses	discuss	VERB
cana-1445	49	2	traditional	traditional	ADJ
cana-1445	49	3	analytics	analytic	NOUN
cana-1445	49	4	methods	method	NOUN
cana-1445	49	5	often	often	ADV
cana-1445	49	6	struggle	struggle	VERB
cana-1445	49	7	to	to	PART
cana-1445	49	8	cope	cope	VERB
cana-1445	49	9	with	with	ADP
cana-1445	49	10	the	the	DET
cana-1445	49	11	complexity	complexity	NOUN
cana-1445	49	12	and	and	CCONJ
cana-1445	49	13	velocity	velocity	NOUN
cana-1445	49	14	of	of	ADP
cana-1445	49	15	smart	smart	ADJ
cana-1445	49	16	meter	meter	NOUN
cana-1445	49	17	data	datum	NOUN
cana-1445	49	18	,	,	PUNCT
cana-1445	49	19	highlighting	highlight	VERB
cana-1445	49	20	the	the	DET
cana-1445	49	21	pressing	press	VERB
cana-1445	49	22	need	need	NOUN
cana-1445	49	23	for	for	ADP
cana-1445	49	24	innovative	innovative	ADJ
cana-1445	49	25	approaches	approach	NOUN
cana-1445	49	26	and	and	CCONJ
cana-1445	49	27	methodologies	methodology	NOUN
cana-1445	49	28	[	[	X
cana-1445	49	29	10	10	NUM
cana-1445	49	30	]	]	PUNCT
cana-1445	49	31	.	.	PUNCT
cana-1445	50	1	moreover	moreover	ADV
cana-1445	50	2	,	,	PUNCT
cana-1445	50	3	tran	tran	PROPN
cana-1445	50	4	et	et	PROPN
cana-1445	50	5	al	al	PROPN
cana-1445	50	6	.	.	PROPN
cana-1445	50	7	discusses	discuss	VERB
cana-1445	50	8	privacy	privacy	NOUN
cana-1445	50	9	and	and	CCONJ
cana-1445	50	10	security	security	NOUN
cana-1445	50	11	concerns	concern	NOUN
cana-1445	50	12	surrounding	surround	VERB
cana-1445	50	13	smart	smart	ADJ
cana-1445	50	14	meter	meter	NOUN
cana-1445	50	15	data	datum	NOUN
cana-1445	50	16	pose	pose	VERB
cana-1445	50	17	significant	significant	ADJ
cana-1445	50	18	challenges	challenge	NOUN
cana-1445	50	19	,	,	PUNCT
cana-1445	50	20	as	as	SCONJ
cana-1445	50	21	utilities	utility	NOUN
cana-1445	50	22	must	must	AUX
cana-1445	50	23	ensure	ensure	VERB
cana-1445	50	24	the	the	DET
cana-1445	50	25	protection	protection	NOUN
cana-1445	50	26	of	of	ADP
cana-1445	50	27	sensitive	sensitive	ADJ
cana-1445	50	28	consumer	consumer	NOUN
cana-1445	50	29	information	information	NOUN
cana-1445	50	30	while	while	SCONJ
cana-1445	50	31	leveraging	leverage	VERB
cana-1445	50	32	data	datum	NOUN
cana-1445	50	33	for	for	ADP
cana-1445	50	34	grid	grid	NOUN
cana-1445	50	35	optimization	optimization	NOUN
cana-1445	51	1	[	[	X
cana-1445	51	2	11	11	NUM
cana-1445	51	3	]	]	PUNCT
cana-1445	51	4	.	.	PUNCT
cana-1445	52	1	collaborative	collaborative	ADJ
cana-1445	52	2	efforts	effort	NOUN
cana-1445	52	3	between	between	ADP
cana-1445	52	4	researchers	researcher	NOUN
cana-1445	52	5	,	,	PUNCT
cana-1445	52	6	utilities	utility	NOUN
cana-1445	52	7	,	,	PUNCT
cana-1445	52	8	and	and	CCONJ
cana-1445	52	9	data	datum	NOUN
cana-1445	52	10	scientists	scientist	NOUN
cana-1445	52	11	are	be	AUX
cana-1445	52	12	crucial	crucial	ADJ
cana-1445	52	13	for	for	ADP
cana-1445	52	14	developing	develop	VERB
cana-1445	52	15	and	and	CCONJ
cana-1445	52	16	deploying	deploy	VERB
cana-1445	52	17	such	such	ADJ
cana-1445	52	18	techniques	technique	NOUN
cana-1445	52	19	effectively	effectively	ADV
cana-1445	52	20	.	.	PUNCT
cana-1445	53	1	by	by	ADP
cana-1445	53	2	addressing	address	VERB
cana-1445	53	3	these	these	DET
cana-1445	53	4	challenges	challenge	NOUN
cana-1445	53	5	,	,	PUNCT
cana-1445	53	6	smart	smart	ADJ
cana-1445	53	7	meter	meter	NOUN
cana-1445	53	8	data	datum	NOUN
cana-1445	53	9	analytics	analytic	NOUN
cana-1445	53	10	can	can	AUX
cana-1445	53	11	unlock	unlock	VERB
cana-1445	53	12	new	new	ADJ
cana-1445	53	13	opportunities	opportunity	NOUN
cana-1445	53	14	for	for	ADP
cana-1445	53	15	optimizing	optimize	VERB
cana-1445	53	16	energy	energy	NOUN
cana-1445	53	17	utilization	utilization	NOUN
cana-1445	53	18	,	,	PUNCT
cana-1445	53	19	enhancing	enhance	VERB
cana-1445	53	20	grid	grid	NOUN
cana-1445	53	21	reliability	reliability	NOUN
cana-1445	53	22	,	,	PUNCT
cana-1445	53	23	and	and	CCONJ
cana-1445	53	24	empowering	empower	VERB
cana-1445	53	25	consumers	consumer	NOUN
cana-1445	53	26	to	to	PART
cana-1445	53	27	make	make	VERB
cana-1445	53	28	informed	informed	ADJ
cana-1445	53	29	decisions	decision	NOUN
cana-1445	53	30	about	about	ADP
cana-1445	53	31	their	their	PRON
cana-1445	53	32	energy	energy	NOUN
cana-1445	53	33	consumption	consumption	NOUN
cana-1445	53	34	.	.	PUNCT
cana-1445	54	1	2.2	2.2	NUM
cana-1445	54	2	.	.	PUNCT
cana-1445	55	1	data	datum	NOUN
cana-1445	55	2	analytic	analytic	ADJ
cana-1445	55	3	techniques	technique	NOUN
cana-1445	55	4	for	for	ADP
cana-1445	55	5	smart	smart	ADJ
cana-1445	55	6	grids	grid	NOUN
cana-1445	55	7	recent	recent	ADJ
cana-1445	55	8	research	research	NOUN
cana-1445	55	9	has	have	AUX
cana-1445	55	10	delved	delve	VERB
cana-1445	55	11	into	into	ADP
cana-1445	55	12	a	a	DET
cana-1445	55	13	plethora	plethora	NOUN
cana-1445	55	14	of	of	ADP
cana-1445	55	15	data	datum	NOUN
cana-1445	55	16	analytics	analytic	NOUN
cana-1445	55	17	techniques	technique	NOUN
cana-1445	55	18	aimed	aim	VERB
cana-1445	55	19	at	at	ADP
cana-1445	55	20	harnessing	harness	VERB
cana-1445	55	21	smart	smart	ADJ
cana-1445	55	22	meter	meter	NOUN
cana-1445	55	23	data	datum	NOUN
cana-1445	55	24	to	to	PART
cana-1445	55	25	optimize	optimize	VERB
cana-1445	55	26	energy	energy	NOUN
cana-1445	55	27	utilization	utilization	NOUN
cana-1445	55	28	within	within	ADP
cana-1445	55	29	smart	smart	ADJ
cana-1445	55	30	grids	grid	NOUN
cana-1445	55	31	.	.	PUNCT
cana-1445	56	1	zhang	zhang	PROPN
cana-1445	56	2	et	et	PROPN
cana-1445	56	3	al	al	PROPN
cana-1445	56	4	.	.	PROPN
cana-1445	56	5	conducted	conduct	VERB
cana-1445	56	6	a	a	DET
cana-1445	56	7	comprehensive	comprehensive	ADJ
cana-1445	56	8	survey	survey	NOUN
cana-1445	56	9	elucidating	elucidate	VERB
cana-1445	56	10	various	various	ADJ
cana-1445	56	11	data	datum	NOUN
cana-1445	56	12	analytics	analytic	NOUN
cana-1445	56	13	techniques	technique	NOUN
cana-1445	56	14	applicable	applicable	ADJ
cana-1445	56	15	to	to	ADP
cana-1445	56	16	smart	smart	ADJ
cana-1445	56	17	grids	grid	NOUN
cana-1445	56	18	,	,	PUNCT
cana-1445	56	19	notably	notably	ADV
cana-1445	56	20	emphasizing	emphasize	VERB
cana-1445	56	21	the	the	DET
cana-1445	56	22	pivotal	pivotal	ADJ
cana-1445	56	23	role	role	NOUN
cana-1445	56	24	of	of	ADP
cana-1445	56	25	machine	machine	NOUN
cana-1445	56	26	learning	learning	NOUN
cana-1445	56	27	(	(	PUNCT
cana-1445	56	28	ml	ml	NOUN
cana-1445	56	29	)	)	PUNCT
cana-1445	56	30	in	in	ADP
cana-1445	56	31	augmenting	augment	VERB
cana-1445	56	32	grid	grid	NOUN
cana-1445	56	33	operations	operation	NOUN
cana-1445	57	1	[	[	X
cana-1445	57	2	12	12	NUM
cana-1445	57	3	]	]	PUNCT
cana-1445	57	4	.	.	PUNCT
cana-1445	58	1	similarly	similarly	ADV
cana-1445	58	2	,	,	PUNCT
cana-1445	58	3	wang	wang	PROPN
cana-1445	58	4	et	et	PROPN
cana-1445	58	5	al	al	PROPN
cana-1445	58	6	.	.	PROPN
cana-1445	58	7	undertook	undertake	VERB
cana-1445	58	8	a	a	DET
cana-1445	58	9	thorough	thorough	ADJ
cana-1445	58	10	review	review	NOUN
cana-1445	58	11	encompassing	encompass	VERB
cana-1445	58	12	systems	system	NOUN
cana-1445	58	13	,	,	PUNCT
cana-1445	58	14	algorithms	algorithm	NOUN
cana-1445	58	15	,	,	PUNCT
cana-1445	58	16	and	and	CCONJ
cana-1445	58	17	applications	application	NOUN
cana-1445	58	18	pertinent	pertinent	VERB
cana-1445	58	19	to	to	ADP
cana-1445	58	20	smart	smart	ADJ
cana-1445	58	21	meter	meter	NOUN
cana-1445	58	22	data	datum	NOUN
cana-1445	58	23	analytics	analytic	NOUN
cana-1445	58	24	,	,	PUNCT
cana-1445	58	25	thereby	thereby	ADV
cana-1445	58	26	accentuating	accentuate	VERB
cana-1445	58	27	the	the	DET
cana-1445	58	28	indispensable	indispensable	ADJ
cana-1445	58	29	nature	nature	NOUN
cana-1445	58	30	of	of	ADP
cana-1445	58	31	advanced	advanced	ADJ
cana-1445	58	32	analytics	analytic	NOUN
cana-1445	58	33	in	in	ADP
cana-1445	58	34	attaining	attain	VERB
cana-1445	58	35	energy	energy	NOUN
cana-1445	58	36	efficiency	efficiency	NOUN
cana-1445	58	37	within	within	ADP
cana-1445	58	38	smart	smart	ADJ
cana-1445	58	39	grids	grid	NOUN
cana-1445	58	40	[	[	X
cana-1445	58	41	13	13	NUM
cana-1445	58	42	]	]	PUNCT
cana-1445	58	43	.	.	PUNCT
cana-1445	59	1	the	the	DET
cana-1445	59	2	advent	advent	NOUN
cana-1445	59	3	of	of	ADP
cana-1445	59	4	smart	smart	ADJ
cana-1445	59	5	meters	meter	NOUN
cana-1445	59	6	has	have	AUX
cana-1445	59	7	paved	pave	VERB
cana-1445	59	8	the	the	DET
cana-1445	59	9	way	way	NOUN
cana-1445	59	10	for	for	ADP
cana-1445	59	11	an	an	DET
cana-1445	59	12	abundance	abundance	NOUN
cana-1445	59	13	of	of	ADP
cana-1445	59	14	data	datum	NOUN
cana-1445	59	15	streams	stream	NOUN
cana-1445	59	16	,	,	PUNCT
cana-1445	59	17	presenting	present	VERB
cana-1445	59	18	utilities	utility	NOUN
cana-1445	59	19	with	with	ADP
cana-1445	59	20	unprecedented	unprecedented	ADJ
cana-1445	59	21	opportunities	opportunity	NOUN
cana-1445	59	22	to	to	PART
cana-1445	59	23	glean	glean	VERB
cana-1445	59	24	actionable	actionable	ADJ
cana-1445	59	25	insights	insight	NOUN
cana-1445	59	26	for	for	ADP
cana-1445	59	27	enhancing	enhance	VERB
cana-1445	59	28	grid	grid	NOUN
cana-1445	59	29	operations	operation	NOUN
cana-1445	59	30	and	and	CCONJ
cana-1445	59	31	promoting	promote	VERB
cana-1445	59	32	energy	energy	NOUN
cana-1445	59	33	efficiency	efficiency	NOUN
cana-1445	59	34	.	.	PUNCT
cana-1445	60	1	fekri	fekri	PROPN
cana-1445	60	2	et	et	PROPN
cana-1445	60	3	al	al	PROPN
cana-1445	60	4	.	.	PROPN
cana-1445	60	5	discusses	discuss	VERB
cana-1445	60	6	machine	machine	NOUN
cana-1445	60	7	learning	learning	NOUN
cana-1445	60	8	algorithms	algorithm	NOUN
cana-1445	60	9	,	,	PUNCT
cana-1445	60	10	in	in	ADP
cana-1445	60	11	particular	particular	ADJ
cana-1445	60	12	,	,	PUNCT
cana-1445	60	13	have	have	AUX
cana-1445	60	14	emerged	emerge	VERB
cana-1445	60	15	as	as	ADP
cana-1445	60	16	a	a	DET
cana-1445	60	17	potent	potent	ADJ
cana-1445	60	18	tool	tool	NOUN
cana-1445	60	19	for	for	ADP
cana-1445	60	20	analyzing	analyze	VERB
cana-1445	60	21	these	these	DET
cana-1445	60	22	data	datum	NOUN
cana-1445	60	23	streams	stream	NOUN
cana-1445	60	24	,	,	PUNCT
cana-1445	60	25	enabling	enable	VERB
cana-1445	60	26	utilities	utility	NOUN
cana-1445	60	27	to	to	PART
cana-1445	60	28	discern	discern	VERB
cana-1445	60	29	consumption	consumption	NOUN
cana-1445	60	30	patterns	pattern	NOUN
cana-1445	60	31	,	,	PUNCT
cana-1445	60	32	predict	predict	VERB
cana-1445	60	33	energy	energy	NOUN
cana-1445	60	34	demand	demand	NOUN
cana-1445	60	35	,	,	PUNCT
cana-1445	60	36	and	and	CCONJ
cana-1445	60	37	optimize	optimize	VERB
cana-1445	60	38	resource	resource	NOUN
cana-1445	60	39	allocation	allocation	NOUN
cana-1445	60	40	[	[	X
cana-1445	60	41	14	14	NUM
cana-1445	60	42	]	]	PUNCT
cana-1445	60	43	.	.	PUNCT
cana-1445	61	1	however	however	ADV
cana-1445	61	2	,	,	PUNCT
cana-1445	61	3	the	the	DET
cana-1445	61	4	application	application	NOUN
cana-1445	61	5	of	of	ADP
cana-1445	61	6	ml	ml	NOUN
cana-1445	61	7	techniques	technique	NOUN
cana-1445	61	8	in	in	ADP
cana-1445	61	9	smart	smart	ADJ
cana-1445	61	10	grid	grid	NOUN
cana-1445	61	11	analytics	analytic	NOUN
cana-1445	61	12	is	be	AUX
cana-1445	61	13	not	not	PART
cana-1445	61	14	without	without	ADP
cana-1445	61	15	its	its	PRON
cana-1445	61	16	challenges	challenge	NOUN
cana-1445	61	17	,	,	PUNCT
cana-1445	61	18	including	include	VERB
cana-1445	61	19	model	model	NOUN
cana-1445	61	20	interpretability	interpretability	NOUN
cana-1445	61	21	,	,	PUNCT
cana-1445	61	22	scalability	scalability	NOUN
cana-1445	61	23	,	,	PUNCT
cana-1445	61	24	and	and	CCONJ
cana-1445	61	25	computational	computational	ADJ
cana-1445	61	26	complexity	complexity	NOUN
cana-1445	61	27	.	.	PUNCT
cana-1445	62	1	addressing	address	VERB
cana-1445	62	2	these	these	DET
cana-1445	62	3	challenges	challenge	NOUN
cana-1445	62	4	demands	demand	VERB
cana-1445	62	5	ongoing	ongoing	ADJ
cana-1445	62	6	research	research	NOUN
cana-1445	62	7	and	and	CCONJ
cana-1445	62	8	development	development	NOUN
cana-1445	62	9	efforts	effort	NOUN
cana-1445	62	10	aimed	aim	VERB
cana-1445	62	11	at	at	ADP
cana-1445	62	12	designing	design	VERB
cana-1445	62	13	scalable	scalable	ADJ
cana-1445	62	14	and	and	CCONJ
cana-1445	62	15	interpretable	interpretable	ADJ
cana-1445	62	16	ml	ml	NOUN
cana-1445	62	17	models	model	NOUN
cana-1445	62	18	tailored	tailor	VERB
cana-1445	62	19	to	to	ADP
cana-1445	62	20	the	the	DET
cana-1445	62	21	unique	unique	ADJ
cana-1445	62	22	characteristics	characteristic	NOUN
cana-1445	62	23	of	of	ADP
cana-1445	62	24	smart	smart	ADJ
cana-1445	62	25	grid	grid	NOUN
cana-1445	62	26	data	datum	NOUN
cana-1445	62	27	.	.	PUNCT
cana-1445	63	1	communications	communication	NOUN
cana-1445	63	2	on	on	ADP
cana-1445	63	3	applied	apply	VERB
cana-1445	63	4	nonlinear	nonlinear	ADJ
cana-1445	63	5	analysis	analysis	NOUN
cana-1445	63	6	issn	issn	NOUN
cana-1445	63	7	:	:	PUNCT
cana-1445	63	8	1074	1074	NUM
cana-1445	63	9	-	-	PUNCT
cana-1445	63	10	133x	133x	NUM
cana-1445	63	11	vol	vol	NOUN
cana-1445	63	12	31	31	NUM
cana-1445	63	13	no	no	NOUN
cana-1445	63	14	.	.	PUNCT
cana-1445	64	1	8s	8s	PROPN
cana-1445	64	2	(	(	PUNCT
cana-1445	64	3	2024	2024	NUM
cana-1445	64	4	)	)	PUNCT
cana-1445	64	5	27	27	NUM
cana-1445	64	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	64	7	collaborative	collaborative	ADJ
cana-1445	64	8	endeavors	endeavor	NOUN
cana-1445	64	9	between	between	ADP
cana-1445	64	10	academia	academia	NOUN
cana-1445	64	11	,	,	PUNCT
cana-1445	64	12	industry	industry	NOUN
cana-1445	64	13	,	,	PUNCT
cana-1445	64	14	and	and	CCONJ
cana-1445	64	15	government	government	NOUN
cana-1445	64	16	entities	entity	NOUN
cana-1445	64	17	are	be	AUX
cana-1445	64	18	essential	essential	ADJ
cana-1445	64	19	for	for	ADP
cana-1445	64	20	advancing	advance	VERB
cana-1445	64	21	the	the	DET
cana-1445	64	22	state	state	NOUN
cana-1445	64	23	-	-	PUNCT
cana-1445	64	24	of	of	ADP
cana-1445	64	25	-	-	PUNCT
cana-1445	64	26	the	the	DET
cana-1445	64	27	-	-	PUNCT
cana-1445	64	28	art	art	NOUN
cana-1445	64	29	in	in	ADP
cana-1445	64	30	smart	smart	ADJ
cana-1445	64	31	grid	grid	NOUN
cana-1445	64	32	analytics	analytic	NOUN
cana-1445	64	33	and	and	CCONJ
cana-1445	64	34	translating	translate	VERB
cana-1445	64	35	research	research	NOUN
cana-1445	64	36	findings	finding	NOUN
cana-1445	64	37	into	into	ADP
cana-1445	64	38	practical	practical	ADJ
cana-1445	64	39	applications	application	NOUN
cana-1445	64	40	that	that	PRON
cana-1445	64	41	bolster	bolster	VERB
cana-1445	64	42	grid	grid	NOUN
cana-1445	64	43	resilience	resilience	NOUN
cana-1445	64	44	and	and	CCONJ
cana-1445	64	45	sustainability	sustainability	NOUN
cana-1445	64	46	.	.	PUNCT
cana-1445	65	1	2.3	2.3	NUM
cana-1445	65	2	.	.	PUNCT
cana-1445	66	1	load	load	NOUN
cana-1445	66	2	forecasting	forecasting	NOUN
cana-1445	66	3	and	and	CCONJ
cana-1445	66	4	anomaly	anomaly	NOUN
cana-1445	66	5	detection	detection	NOUN
cana-1445	66	6	load	load	NOUN
cana-1445	66	7	forecasting	forecasting	NOUN
cana-1445	66	8	assumes	assume	VERB
cana-1445	66	9	a	a	DET
cana-1445	66	10	pivotal	pivotal	ADJ
cana-1445	66	11	role	role	NOUN
cana-1445	66	12	in	in	ADP
cana-1445	66	13	optimizing	optimize	VERB
cana-1445	66	14	energy	energy	NOUN
cana-1445	66	15	distribution	distribution	NOUN
cana-1445	66	16	and	and	CCONJ
cana-1445	66	17	resource	resource	NOUN
cana-1445	66	18	allocation	allocation	NOUN
cana-1445	66	19	within	within	ADP
cana-1445	66	20	smart	smart	ADJ
cana-1445	66	21	grids	grid	NOUN
cana-1445	66	22	.	.	PUNCT
cana-1445	67	1	mathumithaet	mathumithaet	PROPN
cana-1445	67	2	al	al	PROPN
cana-1445	67	3	.	.	PROPN
cana-1445	67	4	conducted	conduct	VERB
cana-1445	67	5	an	an	DET
cana-1445	67	6	exhaustive	exhaustive	ADJ
cana-1445	67	7	review	review	NOUN
cana-1445	67	8	of	of	ADP
cana-1445	67	9	methods	method	NOUN
cana-1445	67	10	aimed	aim	VERB
cana-1445	67	11	at	at	ADP
cana-1445	67	12	near	near	ADJ
cana-1445	67	13	-	-	PUNCT
cana-1445	67	14	realtime	realtime	NOUN
cana-1445	67	15	load	load	NOUN
cana-1445	67	16	forecasting	forecasting	NOUN
cana-1445	67	17	,	,	PUNCT
cana-1445	67	18	underscoring	underscore	VERB
cana-1445	67	19	the	the	DET
cana-1445	67	20	critical	critical	ADJ
cana-1445	67	21	importance	importance	NOUN
cana-1445	67	22	of	of	ADP
cana-1445	67	23	accurate	accurate	ADJ
cana-1445	67	24	predictions	prediction	NOUN
cana-1445	67	25	in	in	ADP
cana-1445	67	26	facilitating	facilitate	VERB
cana-1445	67	27	efficient	efficient	ADJ
cana-1445	67	28	energy	energy	NOUN
cana-1445	67	29	utilization	utilization	NOUN
cana-1445	67	30	and	and	CCONJ
cana-1445	67	31	grid	grid	NOUN
cana-1445	67	32	stability	stability	NOUN
cana-1445	68	1	[	[	X
cana-1445	68	2	15	15	NUM
cana-1445	68	3	]	]	PUNCT
cana-1445	68	4	.	.	PUNCT
cana-1445	69	1	these	these	DET
cana-1445	69	2	forecasting	forecasting	NOUN
cana-1445	69	3	techniques	technique	NOUN
cana-1445	69	4	leverage	leverage	NOUN
cana-1445	69	5	historical	historical	ADJ
cana-1445	69	6	data	datum	NOUN
cana-1445	69	7	,	,	PUNCT
cana-1445	69	8	weather	weather	NOUN
cana-1445	69	9	patterns	pattern	NOUN
cana-1445	69	10	,	,	PUNCT
cana-1445	69	11	and	and	CCONJ
cana-1445	69	12	other	other	ADJ
cana-1445	69	13	relevant	relevant	ADJ
cana-1445	69	14	factors	factor	NOUN
cana-1445	69	15	to	to	PART
cana-1445	69	16	anticipate	anticipate	VERB
cana-1445	69	17	future	future	ADJ
cana-1445	69	18	energy	energy	NOUN
cana-1445	69	19	demand	demand	NOUN
cana-1445	69	20	,	,	PUNCT
cana-1445	69	21	thereby	thereby	ADV
cana-1445	69	22	enabling	enable	VERB
cana-1445	69	23	utilities	utility	NOUN
cana-1445	69	24	to	to	PART
cana-1445	69	25	make	make	VERB
cana-1445	69	26	informed	informed	ADJ
cana-1445	69	27	decisions	decision	NOUN
cana-1445	69	28	regarding	regard	VERB
cana-1445	69	29	energy	energy	NOUN
cana-1445	69	30	generation	generation	NOUN
cana-1445	69	31	,	,	PUNCT
cana-1445	69	32	storage	storage	NOUN
cana-1445	69	33	,	,	PUNCT
cana-1445	69	34	and	and	CCONJ
cana-1445	69	35	distribution	distribution	NOUN
cana-1445	69	36	.	.	PUNCT
cana-1445	70	1	in	in	ADP
cana-1445	70	2	addition	addition	NOUN
cana-1445	70	3	to	to	ADP
cana-1445	70	4	load	load	VERB
cana-1445	70	5	forecasting	forecasting	NOUN
cana-1445	70	6	,	,	PUNCT
cana-1445	70	7	anomaly	anomaly	NOUN
cana-1445	70	8	detection	detection	NOUN
cana-1445	70	9	in	in	ADP
cana-1445	70	10	smart	smart	ADJ
cana-1445	70	11	meter	meter	NOUN
cana-1445	70	12	data	datum	NOUN
cana-1445	70	13	is	be	AUX
cana-1445	70	14	essential	essential	ADJ
cana-1445	70	15	for	for	ADP
cana-1445	70	16	identifying	identify	VERB
cana-1445	70	17	aberrant	aberrant	ADJ
cana-1445	70	18	consumption	consumption	NOUN
cana-1445	70	19	patterns	pattern	NOUN
cana-1445	70	20	or	or	CCONJ
cana-1445	70	21	equipment	equipment	NOUN
cana-1445	70	22	malfunctions	malfunction	NOUN
cana-1445	70	23	that	that	PRON
cana-1445	70	24	may	may	AUX
cana-1445	70	25	compromise	compromise	VERB
cana-1445	70	26	grid	grid	NOUN
cana-1445	70	27	reliability	reliability	NOUN
cana-1445	70	28	and	and	CCONJ
cana-1445	70	29	performance	performance	NOUN
cana-1445	70	30	.	.	PUNCT
cana-1445	71	1	al	al	PROPN
cana-1445	71	2	-	-	PUNCT
cana-1445	71	3	jamimi	jamimi	PROPN
cana-1445	71	4	et	et	PROPN
cana-1445	71	5	al	al	PROPN
cana-1445	71	6	.	.	PROPN
cana-1445	71	7	provided	provide	VERB
cana-1445	71	8	an	an	DET
cana-1445	71	9	extensive	extensive	ADJ
cana-1445	71	10	survey	survey	NOUN
cana-1445	71	11	of	of	ADP
cana-1445	71	12	anomaly	anomaly	NOUN
cana-1445	71	13	detection	detection	NOUN
cana-1445	71	14	techniques	technique	NOUN
cana-1445	71	15	in	in	ADP
cana-1445	71	16	wireless	wireless	ADJ
cana-1445	71	17	sensor	sensor	NOUN
cana-1445	71	18	networks	network	NOUN
cana-1445	71	19	,	,	PUNCT
cana-1445	71	20	which	which	PRON
cana-1445	71	21	are	be	AUX
cana-1445	71	22	highly	highly	ADV
cana-1445	71	23	relevant	relevant	ADJ
cana-1445	71	24	for	for	ADP
cana-1445	71	25	smart	smart	ADJ
cana-1445	71	26	meter	meter	NOUN
cana-1445	71	27	data	datum	NOUN
cana-1445	71	28	analytics	analytic	NOUN
cana-1445	71	29	[	[	X
cana-1445	71	30	16	16	NUM
cana-1445	71	31	]	]	PUNCT
cana-1445	71	32	.	.	PUNCT
cana-1445	72	1	by	by	ADP
cana-1445	72	2	leveraging	leverage	VERB
cana-1445	72	3	advanced	advanced	ADJ
cana-1445	72	4	anomaly	anomaly	NOUN
cana-1445	72	5	detection	detection	NOUN
cana-1445	72	6	algorithms	algorithm	NOUN
cana-1445	72	7	,	,	PUNCT
cana-1445	72	8	utilities	utility	NOUN
cana-1445	72	9	can	can	AUX
cana-1445	72	10	proactively	proactively	ADV
cana-1445	72	11	identify	identify	VERB
cana-1445	72	12	and	and	CCONJ
cana-1445	72	13	address	address	VERB
cana-1445	72	14	irregularities	irregularity	NOUN
cana-1445	72	15	in	in	ADP
cana-1445	72	16	energy	energy	NOUN
cana-1445	72	17	consumption	consumption	NOUN
cana-1445	72	18	,	,	PUNCT
cana-1445	72	19	minimizing	minimize	VERB
cana-1445	72	20	downtime	downtime	NOUN
cana-1445	72	21	and	and	CCONJ
cana-1445	72	22	optimizing	optimize	VERB
cana-1445	72	23	grid	grid	NOUN
cana-1445	72	24	operations	operation	NOUN
cana-1445	72	25	.	.	PUNCT
cana-1445	73	1	moreover	moreover	ADV
cana-1445	73	2	,	,	PUNCT
cana-1445	73	3	anomaly	anomaly	NOUN
cana-1445	73	4	detection	detection	NOUN
cana-1445	73	5	plays	play	VERB
cana-1445	73	6	a	a	DET
cana-1445	73	7	crucial	crucial	ADJ
cana-1445	73	8	role	role	NOUN
cana-1445	73	9	in	in	ADP
cana-1445	73	10	enhancing	enhance	VERB
cana-1445	73	11	cybersecurity	cybersecurity	NOUN
cana-1445	73	12	within	within	ADP
cana-1445	73	13	smart	smart	ADJ
cana-1445	73	14	grids	grid	NOUN
cana-1445	73	15	,	,	PUNCT
cana-1445	73	16	enabling	enable	VERB
cana-1445	73	17	utilities	utility	NOUN
cana-1445	73	18	to	to	PART
cana-1445	73	19	detect	detect	VERB
cana-1445	73	20	and	and	CCONJ
cana-1445	73	21	mitigate	mitigate	VERB
cana-1445	73	22	potential	potential	ADJ
cana-1445	73	23	threats	threat	NOUN
cana-1445	73	24	or	or	CCONJ
cana-1445	73	25	malicious	malicious	ADJ
cana-1445	73	26	activities	activity	NOUN
cana-1445	73	27	that	that	PRON
cana-1445	73	28	may	may	AUX
cana-1445	73	29	impact	impact	VERB
cana-1445	73	30	grid	grid	NOUN
cana-1445	73	31	integrity	integrity	NOUN
cana-1445	73	32	and	and	CCONJ
cana-1445	73	33	security	security	NOUN
cana-1445	73	34	.	.	PUNCT
cana-1445	74	1	collaborative	collaborative	ADJ
cana-1445	74	2	research	research	NOUN
cana-1445	74	3	efforts	effort	NOUN
cana-1445	74	4	are	be	AUX
cana-1445	74	5	essential	essential	ADJ
cana-1445	74	6	for	for	ADP
cana-1445	74	7	further	far	ADV
cana-1445	74	8	advancing	advance	VERB
cana-1445	74	9	the	the	DET
cana-1445	74	10	state	state	NOUN
cana-1445	74	11	-	-	PUNCT
cana-1445	74	12	ofthe	ofthe	NOUN
cana-1445	74	13	-	-	PUNCT
cana-1445	74	14	art	art	NOUN
cana-1445	74	15	in	in	ADP
cana-1445	74	16	load	load	NOUN
cana-1445	74	17	forecasting	forecasting	NOUN
cana-1445	74	18	and	and	CCONJ
cana-1445	74	19	anomaly	anomaly	NOUN
cana-1445	74	20	detection	detection	NOUN
cana-1445	74	21	,	,	PUNCT
cana-1445	74	22	paving	pave	VERB
cana-1445	74	23	the	the	DET
cana-1445	74	24	way	way	NOUN
cana-1445	74	25	for	for	ADP
cana-1445	74	26	more	more	ADV
cana-1445	74	27	resilient	resilient	ADJ
cana-1445	74	28	and	and	CCONJ
cana-1445	74	29	efficient	efficient	ADJ
cana-1445	74	30	smart	smart	ADJ
cana-1445	74	31	grid	grid	NOUN
cana-1445	74	32	systems	system	NOUN
cana-1445	74	33	.	.	PUNCT
cana-1445	75	1	2.4	2.4	NUM
cana-1445	75	2	.	.	PUNCT
cana-1445	75	3	energy	energy	NOUN
cana-1445	75	4	management	management	NOUN
cana-1445	75	5	and	and	CCONJ
cana-1445	75	6	grid	grid	NOUN
cana-1445	75	7	optimization	optimization	NOUN
cana-1445	75	8	energy	energy	NOUN
cana-1445	75	9	management	management	NOUN
cana-1445	75	10	systems	system	NOUN
cana-1445	75	11	harnessing	harness	VERB
cana-1445	75	12	smart	smart	ADJ
cana-1445	75	13	meter	meter	NOUN
cana-1445	75	14	data	datum	NOUN
cana-1445	75	15	offer	offer	VERB
cana-1445	75	16	a	a	DET
cana-1445	75	17	pivotal	pivotal	ADJ
cana-1445	75	18	means	mean	NOUN
cana-1445	75	19	to	to	PART
cana-1445	75	20	optimize	optimize	VERB
cana-1445	75	21	grid	grid	NOUN
cana-1445	75	22	operations	operation	NOUN
cana-1445	75	23	and	and	CCONJ
cana-1445	75	24	enhance	enhance	VERB
cana-1445	75	25	energy	energy	NOUN
cana-1445	75	26	utilization	utilization	NOUN
cana-1445	75	27	within	within	ADP
cana-1445	75	28	smart	smart	ADJ
cana-1445	75	29	grids	grid	NOUN
cana-1445	75	30	.	.	PUNCT
cana-1445	76	1	wu	wu	PROPN
cana-1445	76	2	et	et	PROPN
cana-1445	76	3	al	al	PROPN
cana-1445	76	4	.	.	PROPN
cana-1445	76	5	showcased	showcase	VERB
cana-1445	76	6	an	an	DET
cana-1445	76	7	innovative	innovative	ADJ
cana-1445	76	8	energy	energy	NOUN
cana-1445	76	9	management	management	NOUN
cana-1445	76	10	system	system	NOUN
cana-1445	76	11	designed	design	VERB
cana-1445	76	12	for	for	ADP
cana-1445	76	13	optimal	optimal	ADJ
cana-1445	76	14	control	control	NOUN
cana-1445	76	15	of	of	ADP
cana-1445	76	16	energy	energy	NOUN
cana-1445	76	17	storage	storage	NOUN
cana-1445	76	18	systems	system	NOUN
cana-1445	76	19	and	and	CCONJ
cana-1445	76	20	electric	electric	ADJ
cana-1445	76	21	vehicles	vehicle	NOUN
cana-1445	76	22	,	,	PUNCT
cana-1445	76	23	thereby	thereby	ADV
cana-1445	76	24	exemplifying	exemplify	VERB
cana-1445	76	25	the	the	DET
cana-1445	76	26	transformative	transformative	ADJ
cana-1445	76	27	impact	impact	NOUN
cana-1445	76	28	of	of	ADP
cana-1445	76	29	smart	smart	ADJ
cana-1445	76	30	meter	meter	NOUN
cana-1445	76	31	data	datum	NOUN
cana-1445	76	32	analytics	analytic	NOUN
cana-1445	76	33	in	in	ADP
cana-1445	76	34	grid	grid	NOUN
cana-1445	76	35	optimization	optimization	NOUN
cana-1445	76	36	[	[	X
cana-1445	76	37	17	17	NUM
cana-1445	76	38	]	]	PUNCT
cana-1445	76	39	.	.	PUNCT
cana-1445	77	1	these	these	DET
cana-1445	77	2	systems	system	NOUN
cana-1445	77	3	leverage	leverage	VERB
cana-1445	77	4	real	real	ADJ
cana-1445	77	5	-	-	PUNCT
cana-1445	77	6	time	time	NOUN
cana-1445	77	7	data	datum	NOUN
cana-1445	77	8	insights	insight	NOUN
cana-1445	77	9	to	to	PART
cana-1445	77	10	dynamically	dynamically	ADV
cana-1445	77	11	adjust	adjust	VERB
cana-1445	77	12	energy	energy	NOUN
cana-1445	77	13	generation	generation	NOUN
cana-1445	77	14	,	,	PUNCT
cana-1445	77	15	distribution	distribution	NOUN
cana-1445	77	16	,	,	PUNCT
cana-1445	77	17	and	and	CCONJ
cana-1445	77	18	storage	storage	NOUN
cana-1445	77	19	,	,	PUNCT
cana-1445	77	20	thereby	thereby	ADV
cana-1445	77	21	improving	improve	VERB
cana-1445	77	22	grid	grid	NOUN
cana-1445	77	23	efficiency	efficiency	NOUN
cana-1445	77	24	and	and	CCONJ
cana-1445	77	25	reliability	reliability	NOUN
cana-1445	77	26	.	.	PUNCT
cana-1445	78	1	furthermore	furthermore	ADV
cana-1445	78	2	,	,	PUNCT
cana-1445	78	3	gupta	gupta	PROPN
cana-1445	78	4	and	and	CCONJ
cana-1445	78	5	chaturvedi	chaturvedi	PROPN
cana-1445	78	6	underscored	underscore	VERB
cana-1445	78	7	the	the	DET
cana-1445	78	8	significance	significance	NOUN
cana-1445	78	9	of	of	ADP
cana-1445	78	10	data	datum	NOUN
cana-1445	78	11	analytics	analytic	NOUN
cana-1445	78	12	in	in	ADP
cana-1445	78	13	fortifying	fortify	VERB
cana-1445	78	14	grid	grid	NOUN
cana-1445	78	15	reliability	reliability	NOUN
cana-1445	78	16	and	and	CCONJ
cana-1445	78	17	sustainability	sustainability	NOUN
cana-1445	78	18	within	within	ADP
cana-1445	78	19	smart	smart	ADJ
cana-1445	78	20	grids	grid	NOUN
cana-1445	78	21	[	[	X
cana-1445	78	22	18	18	NUM
cana-1445	78	23	]	]	PUNCT
cana-1445	78	24	.	.	PUNCT
cana-1445	79	1	by	by	ADP
cana-1445	79	2	leveraging	leverage	VERB
cana-1445	79	3	advanced	advanced	ADJ
cana-1445	79	4	analytics	analytic	NOUN
cana-1445	79	5	techniques	technique	NOUN
cana-1445	79	6	,	,	PUNCT
cana-1445	79	7	utilities	utility	NOUN
cana-1445	79	8	can	can	AUX
cana-1445	79	9	proactively	proactively	ADV
cana-1445	79	10	identify	identify	VERB
cana-1445	79	11	inefficiencies	inefficiency	NOUN
cana-1445	79	12	,	,	PUNCT
cana-1445	79	13	mitigate	mitigate	VERB
cana-1445	79	14	potential	potential	ADJ
cana-1445	79	15	failures	failure	NOUN
cana-1445	79	16	,	,	PUNCT
cana-1445	79	17	and	and	CCONJ
cana-1445	79	18	optimize	optimize	VERB
cana-1445	79	19	resource	resource	NOUN
cana-1445	79	20	allocation	allocation	NOUN
cana-1445	79	21	to	to	PART
cana-1445	79	22	enhance	enhance	VERB
cana-1445	79	23	grid	grid	NOUN
cana-1445	79	24	performance	performance	NOUN
cana-1445	79	25	.	.	PUNCT
cana-1445	80	1	moreover	moreover	ADV
cana-1445	80	2	,	,	PUNCT
cana-1445	80	3	data	data	NOUN
cana-1445	80	4	-	-	PUNCT
cana-1445	80	5	driven	drive	VERB
cana-1445	80	6	insights	insight	NOUN
cana-1445	80	7	enable	enable	VERB
cana-1445	80	8	utilities	utility	NOUN
cana-1445	80	9	to	to	PART
cana-1445	80	10	integrate	integrate	VERB
cana-1445	80	11	renewable	renewable	ADJ
cana-1445	80	12	energy	energy	NOUN
cana-1445	80	13	sources	source	NOUN
cana-1445	80	14	,	,	PUNCT
cana-1445	80	15	support	support	NOUN
cana-1445	80	16	demand	demand	NOUN
cana-1445	80	17	response	response	NOUN
cana-1445	80	18	programs	program	NOUN
cana-1445	80	19	,	,	PUNCT
cana-1445	80	20	and	and	CCONJ
cana-1445	80	21	foster	foster	VERB
cana-1445	80	22	a	a	DET
cana-1445	80	23	more	more	ADV
cana-1445	80	24	resilient	resilient	ADJ
cana-1445	80	25	and	and	CCONJ
cana-1445	80	26	sustainable	sustainable	ADJ
cana-1445	80	27	energy	energy	NOUN
cana-1445	80	28	infrastructure	infrastructure	NOUN
cana-1445	80	29	.	.	PUNCT
cana-1445	81	1	collaborative	collaborative	ADJ
cana-1445	81	2	research	research	NOUN
cana-1445	81	3	endeavors	endeavor	NOUN
cana-1445	81	4	are	be	AUX
cana-1445	81	5	essential	essential	ADJ
cana-1445	81	6	for	for	ADP
cana-1445	81	7	advancing	advance	VERB
cana-1445	81	8	energy	energy	NOUN
cana-1445	81	9	management	management	NOUN
cana-1445	81	10	systems	system	NOUN
cana-1445	81	11	and	and	CCONJ
cana-1445	81	12	grid	grid	NOUN
cana-1445	81	13	optimization	optimization	NOUN
cana-1445	81	14	techniques	technique	NOUN
cana-1445	81	15	,	,	PUNCT
cana-1445	81	16	paving	pave	VERB
cana-1445	81	17	the	the	DET
cana-1445	81	18	way	way	NOUN
cana-1445	81	19	for	for	ADP
cana-1445	81	20	more	more	ADV
cana-1445	81	21	efficient	efficient	ADJ
cana-1445	81	22	,	,	PUNCT
cana-1445	81	23	reliable	reliable	ADJ
cana-1445	81	24	,	,	PUNCT
cana-1445	81	25	and	and	CCONJ
cana-1445	81	26	sustainable	sustainable	ADJ
cana-1445	81	27	smart	smart	ADJ
cana-1445	81	28	grid	grid	NOUN
cana-1445	81	29	ecosystems	ecosystem	NOUN
cana-1445	81	30	.	.	PUNCT
cana-1445	82	1	2.5	2.5	NUM
cana-1445	82	2	big	big	ADJ
cana-1445	82	3	data	datum	NOUN
cana-1445	82	4	and	and	CCONJ
cana-1445	82	5	machine	machine	NOUN
cana-1445	82	6	learning	learning	NOUN
cana-1445	82	7	technologies	technology	NOUN
cana-1445	82	8	for	for	ADP
cana-1445	82	9	smart	smart	ADJ
cana-1445	82	10	meter	meter	NOUN
cana-1445	82	11	the	the	DET
cana-1445	82	12	fusion	fusion	NOUN
cana-1445	82	13	of	of	ADP
cana-1445	82	14	data	datum	NOUN
cana-1445	82	15	mining	mining	NOUN
cana-1445	82	16	and	and	CCONJ
cana-1445	82	17	machine	machine	NOUN
cana-1445	82	18	learning	learn	VERB
cana-1445	82	19	techniques	technique	NOUN
cana-1445	82	20	presents	present	VERB
cana-1445	82	21	a	a	DET
cana-1445	82	22	formidable	formidable	ADJ
cana-1445	82	23	arsenal	arsenal	NOUN
cana-1445	82	24	for	for	ADP
cana-1445	82	25	extracting	extract	VERB
cana-1445	82	26	actionable	actionable	ADJ
cana-1445	82	27	insights	insight	NOUN
cana-1445	82	28	from	from	ADP
cana-1445	82	29	smart	smart	ADJ
cana-1445	82	30	meter	meter	NOUN
cana-1445	82	31	data	datum	NOUN
cana-1445	82	32	,	,	PUNCT
cana-1445	82	33	revolutionizing	revolutionize	VERB
cana-1445	82	34	energy	energy	NOUN
cana-1445	82	35	management	management	NOUN
cana-1445	82	36	within	within	ADP
cana-1445	82	37	communications	communication	NOUN
cana-1445	82	38	on	on	ADP
cana-1445	82	39	applied	apply	VERB
cana-1445	82	40	nonlinear	nonlinear	ADJ
cana-1445	82	41	analysis	analysis	NOUN
cana-1445	82	42	issn	issn	NOUN
cana-1445	82	43	:	:	PUNCT
cana-1445	82	44	1074	1074	NUM
cana-1445	82	45	-	-	PUNCT
cana-1445	82	46	133x	133x	NUM
cana-1445	82	47	vol	vol	NOUN
cana-1445	82	48	31	31	NUM
cana-1445	82	49	no	no	NOUN
cana-1445	82	50	.	.	PUNCT
cana-1445	83	1	8s	8s	PROPN
cana-1445	83	2	(	(	PUNCT
cana-1445	83	3	2024	2024	NUM
cana-1445	83	4	)	)	PUNCT
cana-1445	83	5	28	28	NUM
cana-1445	83	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1445	83	7	smart	smart	ADJ
cana-1445	83	8	grids	grid	NOUN
cana-1445	83	9	.	.	PUNCT
cana-1445	84	1	martínez	martínez	PROPN
cana-1445	84	2	-	-	PUNCT
cana-1445	84	3	álvarez	álvarez	PROPN
cana-1445	84	4	et	et	PROPN
cana-1445	84	5	al	al	PROPN
cana-1445	84	6	.	.	PROPN
cana-1445	84	7	conducted	conduct	VERB
cana-1445	84	8	a	a	DET
cana-1445	84	9	comprehensive	comprehensive	ADJ
cana-1445	84	10	survey	survey	NOUN
cana-1445	84	11	elucidating	elucidate	VERB
cana-1445	84	12	various	various	ADJ
cana-1445	84	13	data	datum	NOUN
cana-1445	84	14	mining	mining	NOUN
cana-1445	84	15	techniques	technique	NOUN
cana-1445	84	16	applied	apply	VERB
cana-1445	84	17	to	to	ADP
cana-1445	84	18	smart	smart	ADJ
cana-1445	84	19	meter	meter	NOUN
cana-1445	84	20	data	datum	NOUN
cana-1445	84	21	,	,	PUNCT
cana-1445	84	22	accentuating	accentuate	VERB
cana-1445	84	23	the	the	DET
cana-1445	84	24	critical	critical	ADJ
cana-1445	84	25	role	role	NOUN
cana-1445	84	26	of	of	ADP
cana-1445	84	27	advanced	advanced	ADJ
cana-1445	84	28	analytics	analytic	NOUN
cana-1445	84	29	in	in	ADP
cana-1445	84	30	uncovering	uncover	VERB
cana-1445	84	31	hidden	hide	VERB
cana-1445	84	32	patterns	pattern	NOUN
cana-1445	84	33	and	and	CCONJ
cana-1445	84	34	trends	trend	NOUN
cana-1445	84	35	that	that	PRON
cana-1445	84	36	inform	inform	VERB
cana-1445	84	37	grid	grid	NOUN
cana-1445	84	38	optimization	optimization	NOUN
cana-1445	84	39	strategies	strategy	NOUN
cana-1445	84	40	[	[	X
cana-1445	84	41	19	19	NUM
cana-1445	84	42	]	]	PUNCT
cana-1445	84	43	.	.	PUNCT
cana-1445	85	1	additionally	additionally	ADV
cana-1445	85	2	,	,	PUNCT
cana-1445	85	3	leonowicz	leonowicz	PROPN
cana-1445	85	4	and	and	CCONJ
cana-1445	85	5	jasinski	jasinski	PROPN
cana-1445	85	6	delved	delve	VERB
cana-1445	85	7	into	into	ADP
cana-1445	85	8	the	the	DET
cana-1445	85	9	application	application	NOUN
cana-1445	85	10	of	of	ADP
cana-1445	85	11	machine	machine	NOUN
cana-1445	85	12	learning	learning	NOUN
cana-1445	85	13	and	and	CCONJ
cana-1445	85	14	data	datum	NOUN
cana-1445	85	15	mining	mining	NOUN
cana-1445	85	16	techniques	technique	NOUN
cana-1445	85	17	for	for	ADP
cana-1445	85	18	analyzing	analyze	VERB
cana-1445	85	19	power	power	NOUN
cana-1445	85	20	grid	grid	NOUN
cana-1445	85	21	data	data	PROPN
cana-1445	85	22	,	,	PUNCT
cana-1445	85	23	highlighting	highlight	VERB
cana-1445	85	24	their	their	PRON
cana-1445	85	25	instrumental	instrumental	ADJ
cana-1445	85	26	role	role	NOUN
cana-1445	85	27	in	in	ADP
cana-1445	85	28	enhancing	enhance	VERB
cana-1445	85	29	grid	grid	NOUN
cana-1445	85	30	reliability	reliability	NOUN
cana-1445	85	31	and	and	CCONJ
cana-1445	85	32	efficiency	efficiency	NOUN
cana-1445	85	33	[	[	X
cana-1445	85	34	20	20	NUM
cana-1445	85	35	]	]	PUNCT
cana-1445	85	36	.	.	PUNCT
cana-1445	86	1	moreover	moreover	ADV
cana-1445	86	2	,	,	PUNCT
cana-1445	86	3	big	big	ADJ
cana-1445	86	4	data	datum	NOUN
cana-1445	86	5	technologies	technology	NOUN
cana-1445	86	6	play	play	VERB
cana-1445	86	7	a	a	DET
cana-1445	86	8	pivotal	pivotal	ADJ
cana-1445	86	9	role	role	NOUN
cana-1445	86	10	in	in	ADP
cana-1445	86	11	enabling	enable	VERB
cana-1445	86	12	utilities	utility	NOUN
cana-1445	86	13	to	to	PART
cana-1445	86	14	handle	handle	VERB
cana-1445	86	15	and	and	CCONJ
cana-1445	86	16	analyze	analyze	VERB
cana-1445	86	17	large	large	ADJ
cana-1445	86	18	volumes	volume	NOUN
cana-1445	86	19	of	of	ADP
cana-1445	86	20	smart	smart	ADJ
cana-1445	86	21	meter	meter	NOUN
cana-1445	86	22	data	datum	NOUN
cana-1445	86	23	efficiently	efficiently	ADV
cana-1445	86	24	.	.	PUNCT
cana-1445	87	1	abdalla	abdalla	PROPN
cana-1445	87	2	et	et	PROPN
cana-1445	87	3	al	al	PROPN
cana-1445	87	4	.	.	PROPN
cana-1445	87	5	provided	provide	VERB
cana-1445	87	6	an	an	DET
cana-1445	87	7	exhaustive	exhaustive	ADJ
cana-1445	87	8	review	review	NOUN
cana-1445	87	9	of	of	ADP
cana-1445	87	10	big	big	ADJ
cana-1445	87	11	data	datum	NOUN
cana-1445	87	12	technologies	technology	NOUN
cana-1445	87	13	,	,	PUNCT
cana-1445	87	14	encompassing	encompass	VERB
cana-1445	87	15	frameworks	framework	NOUN
cana-1445	87	16	such	such	ADJ
cana-1445	87	17	as	as	ADP
cana-1445	87	18	hadoop	hadoop	NOUN
cana-1445	87	19	and	and	CCONJ
cana-1445	87	20	spark	spark	NOUN
cana-1445	87	21	,	,	PUNCT
cana-1445	87	22	and	and	CCONJ
cana-1445	87	23	their	their	PRON
cana-1445	87	24	applications	application	NOUN
cana-1445	87	25	in	in	ADP
cana-1445	87	26	smart	smart	ADJ
cana-1445	87	27	meter	meter	NOUN
cana-1445	87	28	data	datum	NOUN
cana-1445	87	29	analytics	analytic	NOUN
cana-1445	87	30	[	[	X
cana-1445	87	31	21	21	NUM
cana-1445	87	32	]	]	PUNCT
cana-1445	87	33	.	.	PUNCT
cana-1445	88	1	these	these	DET
cana-1445	88	2	platforms	platform	NOUN
cana-1445	88	3	offer	offer	VERB
cana-1445	88	4	scalable	scalable	ADJ
cana-1445	88	5	and	and	CCONJ
cana-1445	88	6	distributed	distribute	VERB
cana-1445	88	7	computing	computing	NOUN
cana-1445	88	8	capabilities	capability	NOUN
cana-1445	88	9	,	,	PUNCT
cana-1445	88	10	facilitating	facilitate	VERB
cana-1445	88	11	the	the	DET
cana-1445	88	12	processing	processing	NOUN
cana-1445	88	13	and	and	CCONJ
cana-1445	88	14	analysis	analysis	NOUN
cana-1445	88	15	of	of	ADP
cana-1445	88	16	massive	massive	ADJ
cana-1445	88	17	datasets	dataset	NOUN
cana-1445	88	18	generated	generate	VERB
cana-1445	88	19	by	by	ADP
cana-1445	88	20	smart	smart	ADJ
cana-1445	88	21	meters	meter	NOUN
cana-1445	88	22	.	.	PUNCT
cana-1445	89	1	furthermore	furthermore	ADV
cana-1445	89	2	,	,	PUNCT
cana-1445	89	3	demertzis	demertzi	VERB
cana-1445	89	4	et	et	PROPN
cana-1445	89	5	al	al	PROPN
cana-1445	89	6	.	.	PROPN
cana-1445	89	7	surveyed	survey	VERB
cana-1445	89	8	smart	smart	ADJ
cana-1445	89	9	grid	grid	NOUN
cana-1445	89	10	communication	communication	NOUN
cana-1445	89	11	infrastructures	infrastructure	NOUN
cana-1445	89	12	,	,	PUNCT
cana-1445	89	13	protocols	protocol	NOUN
cana-1445	89	14	,	,	PUNCT
cana-1445	89	15	and	and	CCONJ
cana-1445	89	16	standards	standard	NOUN
cana-1445	89	17	,	,	PUNCT
cana-1445	89	18	underscoring	underscore	VERB
cana-1445	89	19	the	the	DET
cana-1445	89	20	indispensable	indispensable	ADJ
cana-1445	89	21	nature	nature	NOUN
cana-1445	89	22	of	of	ADP
cana-1445	89	23	robust	robust	ADJ
cana-1445	89	24	communication	communication	NOUN
cana-1445	89	25	systems	system	NOUN
cana-1445	89	26	for	for	ADP
cana-1445	89	27	transmitting	transmit	VERB
cana-1445	89	28	smart	smart	ADJ
cana-1445	89	29	meter	meter	NOUN
cana-1445	89	30	data	datum	NOUN
cana-1445	89	31	reliably	reliably	ADV
cana-1445	89	32	and	and	CCONJ
cana-1445	89	33	securely	securely	ADV
cana-1445	90	1	[	[	X
cana-1445	90	2	22	22	NUM
cana-1445	90	3	]	]	PUNCT
cana-1445	90	4	.	.	PUNCT
cana-1445	91	1	collaborative	collaborative	ADJ
cana-1445	91	2	efforts	effort	NOUN
cana-1445	91	3	between	between	ADP
cana-1445	91	4	academia	academia	NOUN
cana-1445	91	5	,	,	PUNCT
cana-1445	91	6	industry	industry	NOUN
cana-1445	91	7	,	,	PUNCT
cana-1445	91	8	and	and	CCONJ
cana-1445	91	9	regulatory	regulatory	ADJ
cana-1445	91	10	bodies	body	NOUN
cana-1445	91	11	are	be	AUX
cana-1445	91	12	essential	essential	ADJ
cana-1445	91	13	for	for	ADP
cana-1445	91	14	advancing	advance	VERB
cana-1445	91	15	the	the	DET
cana-1445	91	16	integration	integration	NOUN
cana-1445	91	17	of	of	ADP
cana-1445	91	18	big	big	ADJ
cana-1445	91	19	data	datum	NOUN
cana-1445	91	20	and	and	CCONJ
cana-1445	91	21	machine	machine	NOUN
cana-1445	91	22	learning	learning	NOUN
cana-1445	91	23	technologies	technology	NOUN
cana-1445	91	24	into	into	ADP
cana-1445	91	25	smart	smart	ADJ
cana-1445	91	26	grid	grid	NOUN
cana-1445	91	27	ecosystems	ecosystem	NOUN
cana-1445	91	28	,	,	PUNCT
cana-1445	91	29	propelling	propel	VERB
cana-1445	91	30	the	the	DET
cana-1445	91	31	evolution	evolution	NOUN
cana-1445	91	32	towards	towards	ADP
cana-1445	91	33	more	more	ADV
cana-1445	91	34	efficient	efficient	ADJ
cana-1445	91	35	,	,	PUNCT
cana-1445	91	36	resilient	resilient	ADJ
cana-1445	91	37	,	,	PUNCT
cana-1445	91	38	and	and	CCONJ
cana-1445	91	39	sustainable	sustainable	ADJ
cana-1445	91	40	energy	energy	NOUN
cana-1445	91	41	systems	system	NOUN
cana-1445	91	42	.	.	PUNCT
cana-1445	92	1	the	the	DET
cana-1445	92	2	literature	literature	PROPN
cana-1445	92	3	review	review	NOUN
cana-1445	92	4	underscores	underscore	VERB
cana-1445	92	5	the	the	DET
cana-1445	92	6	significance	significance	NOUN
cana-1445	92	7	of	of	ADP
cana-1445	92	8	smart	smart	ADJ
cana-1445	92	9	meter	meter	NOUN
cana-1445	92	10	data	datum	NOUN
cana-1445	92	11	analytic	analytic	ADJ
cana-1445	92	12	in	in	ADP
cana-1445	92	13	optimizing	optimize	VERB
cana-1445	92	14	energy	energy	NOUN
cana-1445	92	15	utilization	utilization	NOUN
cana-1445	92	16	and	and	CCONJ
cana-1445	92	17	enhancing	enhance	VERB
cana-1445	92	18	grid	grid	NOUN
cana-1445	92	19	reliability	reliability	NOUN
cana-1445	92	20	.	.	PUNCT
cana-1445	93	1	future	future	ADJ
cana-1445	93	2	research	research	NOUN
cana-1445	93	3	directions	direction	NOUN
cana-1445	93	4	may	may	AUX
cana-1445	93	5	include	include	VERB
cana-1445	93	6	exploring	explore	VERB
cana-1445	93	7	advanced	advanced	ADJ
cana-1445	93	8	machine	machine	NOUN
cana-1445	93	9	learning	learn	VERB
cana-1445	93	10	techniques	technique	NOUN
cana-1445	93	11	for	for	ADP
cana-1445	93	12	load	load	NOUN
cana-1445	93	13	forecasting	forecasting	NOUN
cana-1445	93	14	and	and	CCONJ
cana-1445	93	15	anomaly	anomaly	NOUN
cana-1445	93	16	detection	detection	NOUN
cana-1445	93	17	,	,	PUNCT
cana-1445	93	18	developing	develop	VERB
cana-1445	93	19	scalable	scalable	ADJ
cana-1445	93	20	data	datum	NOUN
cana-1445	93	21	analytic	analytic	ADJ
cana-1445	93	22	frameworks	framework	NOUN
cana-1445	93	23	,	,	PUNCT
cana-1445	93	24	and	and	CCONJ
cana-1445	93	25	addressing	address	VERB
cana-1445	93	26	privacy	privacy	NOUN
cana-1445	93	27	and	and	CCONJ
cana-1445	93	28	security	security	NOUN
cana-1445	93	29	concerns	concern	NOUN
cana-1445	93	30	associated	associate	VERB
cana-1445	93	31	with	with	ADP
cana-1445	93	32	smart	smart	ADJ
cana-1445	93	33	meter	meter	NOUN
cana-1445	93	34	data	datum	NOUN
cana-1445	93	35	.	.	PUNCT
cana-1445	94	1	3	3	X
cana-1445	94	2	.	.	X
cana-1445	94	3	materials	material	NOUN
cana-1445	94	4	and	and	CCONJ
cana-1445	94	5	methods	method	NOUN
cana-1445	94	6	intellimeter	intellimeter	NOUN
cana-1445	94	7	is	be	AUX
cana-1445	94	8	a	a	DET
cana-1445	94	9	comprehensive	comprehensive	ADJ
cana-1445	94	10	smart	smart	ADJ
cana-1445	94	11	meter	meter	NOUN
cana-1445	94	12	data	datum	NOUN
cana-1445	94	13	analytics	analytic	NOUN
cana-1445	94	14	framework	framework	NOUN
cana-1445	94	15	designed	design	VERB
cana-1445	94	16	to	to	PART
cana-1445	94	17	optimize	optimize	VERB
cana-1445	94	18	energy	energy	NOUN
cana-1445	94	19	utilization	utilization	NOUN
cana-1445	94	20	through	through	ADP
cana-1445	94	21	the	the	DET
cana-1445	94	22	integration	integration	NOUN
cana-1445	94	23	of	of	ADP
cana-1445	94	24	liquid	liquid	ADJ
cana-1445	94	25	neural	neural	ADJ
cana-1445	94	26	networks	network	NOUN
cana-1445	94	27	(	(	PUNCT
cana-1445	94	28	lnn	lnn	PROPN
cana-1445	94	29	)	)	PUNCT
cana-1445	94	30	with	with	ADP
cana-1445	94	31	wireless	wireless	ADJ
cana-1445	94	32	iot	iot	NOUN
cana-1445	94	33	technology	technology	NOUN
cana-1445	94	34	.	.	PUNCT
cana-1445	95	1	building	build	VERB
cana-1445	95	2	upon	upon	SCONJ
cana-1445	95	3	recent	recent	ADJ
cana-1445	95	4	advancements	advancement	NOUN
cana-1445	95	5	in	in	ADP
cana-1445	95	6	both	both	DET
cana-1445	95	7	fields	field	NOUN
cana-1445	95	8	,	,	PUNCT
cana-1445	95	9	intellimeter	intellimeter	NOUN
cana-1445	95	10	offers	offer	VERB
cana-1445	95	11	utilities	utility	NOUN
cana-1445	95	12	and	and	CCONJ
cana-1445	95	13	energy	energy	NOUN
cana-1445	95	14	management	management	NOUN
cana-1445	95	15	stakeholders	stakeholder	VERB
cana-1445	95	16	a	a	DET
cana-1445	95	17	powerful	powerful	ADJ
cana-1445	95	18	tool	tool	NOUN
cana-1445	95	19	for	for	ADP
cana-1445	95	20	extracting	extract	VERB
cana-1445	95	21	actionable	actionable	ADJ
cana-1445	95	22	insights	insight	NOUN
cana-1445	95	23	from	from	ADP
cana-1445	95	24	smart	smart	ADJ
cana-1445	95	25	meter	meter	NOUN
cana-1445	95	26	data	datum	NOUN
cana-1445	95	27	in	in	ADP
cana-1445	95	28	real	real	ADJ
cana-1445	95	29	-	-	PUNCT
cana-1445	95	30	time	time	NOUN
cana-1445	95	31	.	.	PUNCT
cana-1445	96	1	•	•	NUM
cana-1445	96	2	smart	smart	ADJ
cana-1445	96	3	meters	meter	NOUN
cana-1445	96	4	:	:	PUNCT
cana-1445	96	5	smart	smart	ADJ
cana-1445	96	6	meters	meter	NOUN
cana-1445	96	7	are	be	AUX
cana-1445	96	8	equipped	equip	VERB
cana-1445	96	9	with	with	ADP
cana-1445	96	10	sensors	sensor	NOUN
cana-1445	96	11	for	for	ADP
cana-1445	96	12	measuring	measure	VERB
cana-1445	96	13	energy	energy	NOUN
cana-1445	96	14	consumption	consumption	NOUN
cana-1445	96	15	and	and	CCONJ
cana-1445	96	16	wireless	wireless	ADJ
cana-1445	96	17	communication	communication	NOUN
cana-1445	96	18	capabilities	capability	NOUN
cana-1445	96	19	for	for	ADP
cana-1445	96	20	transmitting	transmit	VERB
cana-1445	96	21	data	datum	NOUN
cana-1445	96	22	to	to	ADP
cana-1445	96	23	a	a	DET
cana-1445	96	24	centralized	centralized	ADJ
cana-1445	96	25	system	system	NOUN
cana-1445	96	26	.	.	PUNCT
cana-1445	97	1	these	these	DET
cana-1445	97	2	meters	meter	NOUN
cana-1445	97	3	capture	capture	VERB
cana-1445	97	4	granular	granular	ADJ
cana-1445	97	5	information	information	NOUN
cana-1445	97	6	about	about	ADP
cana-1445	97	7	energy	energy	NOUN
cana-1445	97	8	usage	usage	NOUN
cana-1445	97	9	at	at	ADP
cana-1445	97	10	regular	regular	ADJ
cana-1445	97	11	intervals	interval	NOUN
cana-1445	97	12	,	,	PUNCT
cana-1445	97	13	providing	provide	VERB
cana-1445	97	14	a	a	DET
cana-1445	97	15	detailed	detailed	ADJ
cana-1445	97	16	view	view	NOUN
cana-1445	97	17	of	of	ADP
cana-1445	97	18	consumption	consumption	NOUN
cana-1445	97	19	patterns	pattern	NOUN
cana-1445	97	20	.	.	PUNCT
cana-1445	98	1	•	•	NUM
cana-1445	98	2	wireless	wireless	ADJ
cana-1445	98	3	iot	iot	NOUN
cana-1445	98	4	infrastructure	infrastructure	NOUN
cana-1445	98	5	:	:	PUNCT
cana-1445	98	6	wireless	wireless	ADJ
cana-1445	98	7	iot	iot	NOUN
cana-1445	98	8	technology	technology	PROPN
cana-1445	98	9	facilitates	facilitate	VERB
cana-1445	98	10	seamless	seamless	ADJ
cana-1445	98	11	communication	communication	NOUN
cana-1445	98	12	between	between	ADP
cana-1445	98	13	smart	smart	ADJ
cana-1445	98	14	meters	meter	NOUN
cana-1445	98	15	and	and	CCONJ
cana-1445	98	16	utility	utility	NOUN
cana-1445	98	17	systems	system	NOUN
cana-1445	98	18	.	.	PUNCT
cana-1445	99	1	it	it	PRON
cana-1445	99	2	enables	enable	VERB
cana-1445	99	3	real	real	ADJ
cana-1445	99	4	-	-	PUNCT
cana-1445	99	5	time	time	NOUN
cana-1445	99	6	data	datum	NOUN
cana-1445	99	7	transmission	transmission	NOUN
cana-1445	99	8	,	,	PUNCT
cana-1445	99	9	allowing	allow	VERB
cana-1445	99	10	utilities	utility	NOUN
cana-1445	99	11	to	to	PART
cana-1445	99	12	monitor	monitor	VERB
cana-1445	99	13	energy	energy	NOUN
cana-1445	99	14	consumption	consumption	NOUN
cana-1445	99	15	patterns	pattern	NOUN
cana-1445	99	16	,	,	PUNCT
cana-1445	99	17	detect	detect	NOUN
cana-1445	99	18	anomalies	anomaly	NOUN
cana-1445	99	19	,	,	PUNCT
cana-1445	99	20	and	and	CCONJ
cana-1445	99	21	implement	implement	VERB
cana-1445	99	22	responsive	responsive	ADJ
cana-1445	99	23	interventions	intervention	NOUN
cana-1445	99	24	.	.	PUNCT
cana-1445	100	1	•	•	NUM
cana-1445	100	2	liquid	liquid	ADJ
cana-1445	100	3	neural	neural	ADJ
cana-1445	100	4	networks	network	NOUN
cana-1445	100	5	(	(	PUNCT
cana-1445	100	6	lnn	lnn	PROPN
cana-1445	100	7	):	):	PUNCT
cana-1445	100	8	at	at	ADP
cana-1445	100	9	the	the	DET
cana-1445	100	10	core	core	NOUN
cana-1445	100	11	of	of	ADP
cana-1445	100	12	intellimeter	intellimeter	NOUN
cana-1445	100	13	is	be	AUX
cana-1445	100	14	the	the	DET
cana-1445	100	15	liquid	liquid	ADJ
cana-1445	100	16	neural	neural	ADJ
cana-1445	100	17	network	network	NOUN
cana-1445	100	18	(	(	PUNCT
cana-1445	100	19	lnn	lnn	PROPN
cana-1445	100	20	)	)	PUNCT
cana-1445	100	21	,	,	PUNCT
cana-1445	100	22	a	a	DET
cana-1445	100	23	novel	novel	ADJ
cana-1445	100	24	neural	neural	ADJ
cana-1445	100	25	network	network	NOUN
cana-1445	100	26	architecture	architecture	NOUN
cana-1445	100	27	inspired	inspire	VERB
cana-1445	100	28	by	by	ADP
cana-1445	100	29	liquid	liquid	ADJ
cana-1445	100	30	state	state	NOUN
cana-1445	100	31	machines	machine	NOUN
cana-1445	100	32	(	(	PUNCT
cana-1445	100	33	lsm	lsm	PROPN
cana-1445	100	34	)	)	PUNCT
cana-1445	100	35	.	.	PUNCT
cana-1445	101	1	lnn	lnn	NOUN
cana-1445	101	2	exhibits	exhibit	VERB
cana-1445	101	3	dynamic	dynamic	ADJ
cana-1445	101	4	behavior	behavior	NOUN
cana-1445	101	5	,	,	PUNCT
cana-1445	101	6	making	make	VERB
cana-1445	101	7	it	it	PRON
cana-1445	101	8	well	well	ADV
cana-1445	101	9	-	-	PUNCT
cana-1445	101	10	suited	suit	VERB
cana-1445	101	11	for	for	ADP
cana-1445	101	12	processing	processing	NOUN
cana-1445	101	13	spatio	spatio	PROPN
cana-1445	101	14	-	-	PUNCT
cana-1445	101	15	temporal	temporal	ADJ
cana-1445	101	16	data	datum	NOUN
cana-1445	101	17	such	such	ADJ
cana-1445	101	18	as	as	ADP
cana-1445	101	19	smart	smart	ADJ
cana-1445	101	20	meter	meter	NOUN
cana-1445	101	21	readings	reading	NOUN
cana-1445	101	22	.	.	PUNCT
cana-1445	102	1	it	it	PRON
cana-1445	102	2	consists	consist	VERB
cana-1445	102	3	of	of	ADP
cana-1445	102	4	interconnected	interconnected	ADJ
cana-1445	102	5	nodes	node	NOUN
cana-1445	102	6	that	that	PRON
cana-1445	102	7	represent	represent	VERB
cana-1445	102	8	neurons	neuron	NOUN
cana-1445	102	9	,	,	PUNCT
cana-1445	102	10	with	with	ADP
cana-1445	102	11	connections	connection	NOUN
cana-1445	102	12	between	between	ADP
cana-1445	102	13	nodes	node	NOUN
cana-1445	102	14	forming	form	VERB
cana-1445	102	15	a	a	DET
cana-1445	102	16	liquid	liquid	ADJ
cana-1445	102	17	state	state	NOUN
cana-1445	102	18	.	.	PUNCT
cana-1445	103	1	input	input	NOUN
cana-1445	103	2	signals	signal	NOUN
cana-1445	103	3	propagate	propagate	VERB
cana-1445	103	4	through	through	ADP
cana-1445	103	5	the	the	DET
cana-1445	103	6	liquid	liquid	ADJ
cana-1445	103	7	state	state	NOUN
cana-1445	103	8	,	,	PUNCT
cana-1445	103	9	undergoing	undergo	VERB
cana-1445	103	10	dynamic	dynamic	ADJ
cana-1445	103	11	communications	communication	NOUN
cana-1445	103	12	on	on	ADP
cana-1445	103	13	applied	apply	VERB
cana-1445	103	14	nonlinear	nonlinear	ADJ
cana-1445	103	15	analysis	analysis	NOUN
cana-1445	103	16	issn	issn	NOUN
cana-1445	103	17	:	:	PUNCT
cana-1445	103	18	1074	1074	NUM
cana-1445	103	19	-	-	PUNCT
cana-1445	103	20	133x	133x	NUM
cana-1445	103	21	vol	vol	NOUN
cana-1445	103	22	31	31	NUM
cana-1445	103	23	no	no	NOUN
cana-1445	103	24	.	.	PUNCT
cana-1445	104	1	8s	8s	PROPN
cana-1445	104	2	(	(	PUNCT
cana-1445	104	3	2024	2024	NUM
cana-1445	104	4	)	)	PUNCT
cana-1445	104	5	29	29	NUM
cana-1445	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	104	7	transformations	transformation	NOUN
cana-1445	104	8	before	before	ADP
cana-1445	104	9	being	be	AUX
cana-1445	104	10	passed	pass	VERB
cana-1445	104	11	to	to	ADP
cana-1445	104	12	output	output	VERB
cana-1445	104	13	neurons	neuron	NOUN
cana-1445	104	14	for	for	ADP
cana-1445	104	15	classification	classification	NOUN
cana-1445	104	16	or	or	CCONJ
cana-1445	104	17	prediction	prediction	NOUN
cana-1445	104	18	tasks	task	NOUN
cana-1445	104	19	.	.	PUNCT
cana-1445	105	1	fig	fig	NOUN
cana-1445	105	2	.	.	PUNCT
cana-1445	106	1	1	1	NUM
cana-1445	106	2	system	system	NOUN
cana-1445	106	3	model	model	NOUN
cana-1445	106	4	with	with	ADP
cana-1445	106	5	lnn	lnn	PROPN
cana-1445	106	6	3.1	3.1	NUM
cana-1445	106	7	.	.	PUNCT
cana-1445	106	8	data	datum	NOUN
cana-1445	106	9	collection	collection	NOUN
cana-1445	106	10	and	and	CCONJ
cana-1445	106	11	preprocessing	preprocessing	NOUN
cana-1445	106	12	:	:	PUNCT
cana-1445	106	13	data	datum	NOUN
cana-1445	106	14	collection	collection	NOUN
cana-1445	106	15	serves	serve	VERB
cana-1445	106	16	as	as	ADP
cana-1445	106	17	the	the	DET
cana-1445	106	18	bedrock	bedrock	NOUN
cana-1445	106	19	of	of	ADP
cana-1445	106	20	the	the	DET
cana-1445	106	21	research	research	NOUN
cana-1445	106	22	process	process	NOUN
cana-1445	106	23	,	,	PUNCT
cana-1445	106	24	involving	involve	VERB
cana-1445	106	25	the	the	DET
cana-1445	106	26	acquisition	acquisition	NOUN
cana-1445	106	27	of	of	ADP
cana-1445	106	28	real	real	ADJ
cana-1445	106	29	-	-	PUNCT
cana-1445	106	30	time	time	NOUN
cana-1445	106	31	energy	energy	NOUN
cana-1445	106	32	consumption	consumption	NOUN
cana-1445	106	33	data	datum	NOUN
cana-1445	106	34	from	from	ADP
cana-1445	106	35	smart	smart	ADJ
cana-1445	106	36	meters	meter	NOUN
cana-1445	106	37	installed	instal	VERB
cana-1445	106	38	within	within	ADP
cana-1445	106	39	individual	individual	ADJ
cana-1445	106	40	homes	home	NOUN
cana-1445	106	41	.	.	PUNCT
cana-1445	107	1	leveraging	leverage	VERB
cana-1445	107	2	the	the	DET
cana-1445	107	3	capabilities	capability	NOUN
cana-1445	107	4	of	of	ADP
cana-1445	107	5	wireless	wireless	ADJ
cana-1445	107	6	iot	iot	NOUN
cana-1445	107	7	infrastructure	infrastructure	NOUN
cana-1445	107	8	,	,	PUNCT
cana-1445	107	9	the	the	DET
cana-1445	107	10	data	data	NOUN
cana-1445	107	11	transmission	transmission	NOUN
cana-1445	107	12	process	process	NOUN
cana-1445	107	13	is	be	AUX
cana-1445	107	14	streamlined	streamline	VERB
cana-1445	107	15	,	,	PUNCT
cana-1445	107	16	ensuring	ensure	VERB
cana-1445	107	17	seamless	seamless	ADJ
cana-1445	107	18	communication	communication	NOUN
cana-1445	107	19	between	between	ADP
cana-1445	107	20	smart	smart	ADJ
cana-1445	107	21	meters	meter	NOUN
cana-1445	107	22	and	and	CCONJ
cana-1445	107	23	the	the	DET
cana-1445	107	24	central	central	ADJ
cana-1445	107	25	data	datum	NOUN
cana-1445	107	26	analytics	analytic	NOUN
cana-1445	107	27	system	system	NOUN
cana-1445	107	28	situated	situate	VERB
cana-1445	107	29	within	within	ADP
cana-1445	107	30	the	the	DET
cana-1445	107	31	home	home	NOUN
cana-1445	107	32	[	[	X
cana-1445	107	33	24	24	NUM
cana-1445	107	34	]	]	PUNCT
cana-1445	107	35	.	.	PUNCT
cana-1445	108	1	this	this	DET
cana-1445	108	2	infrastructure	infrastructure	NOUN
cana-1445	108	3	facilitates	facilitate	VERB
cana-1445	108	4	the	the	DET
cana-1445	108	5	continuous	continuous	ADJ
cana-1445	108	6	flow	flow	NOUN
cana-1445	108	7	of	of	ADP
cana-1445	108	8	data	datum	NOUN
cana-1445	108	9	,	,	PUNCT
cana-1445	108	10	enabling	enable	VERB
cana-1445	108	11	the	the	DET
cana-1445	108	12	acquisition	acquisition	NOUN
cana-1445	108	13	of	of	ADP
cana-1445	108	14	timely	timely	ADJ
cana-1445	108	15	and	and	CCONJ
cana-1445	108	16	accurate	accurate	ADJ
cana-1445	108	17	information	information	NOUN
cana-1445	108	18	regarding	regard	VERB
cana-1445	108	19	energy	energy	NOUN
cana-1445	108	20	consumption	consumption	NOUN
cana-1445	108	21	patterns	pattern	NOUN
cana-1445	108	22	at	at	ADP
cana-1445	108	23	the	the	DET
cana-1445	108	24	household	household	NOUN
cana-1445	108	25	level	level	NOUN
cana-1445	108	26	.	.	PUNCT
cana-1445	109	1	moreover	moreover	ADV
cana-1445	109	2	,	,	PUNCT
cana-1445	109	3	the	the	DET
cana-1445	109	4	strategic	strategic	ADJ
cana-1445	109	5	deployment	deployment	NOUN
cana-1445	109	6	of	of	ADP
cana-1445	109	7	wireless	wireless	ADJ
cana-1445	109	8	iot	iot	NOUN
cana-1445	109	9	devices	device	NOUN
cana-1445	109	10	and	and	CCONJ
cana-1445	109	11	gateways	gateway	NOUN
cana-1445	109	12	within	within	ADP
cana-1445	109	13	homes	home	NOUN
cana-1445	109	14	plays	play	VERB
cana-1445	109	15	a	a	DET
cana-1445	109	16	pivotal	pivotal	ADJ
cana-1445	109	17	role	role	NOUN
cana-1445	109	18	in	in	ADP
cana-1445	109	19	enabling	enable	VERB
cana-1445	109	20	efficient	efficient	ADJ
cana-1445	109	21	data	datum	NOUN
cana-1445	109	22	transmission	transmission	NOUN
cana-1445	109	23	.	.	PUNCT
cana-1445	110	1	positioned	position	VERB
cana-1445	110	2	strategically	strategically	ADV
cana-1445	110	3	throughout	throughout	ADP
cana-1445	110	4	the	the	DET
cana-1445	110	5	household	household	NOUN
cana-1445	110	6	,	,	PUNCT
cana-1445	110	7	these	these	DET
cana-1445	110	8	devices	device	NOUN
cana-1445	110	9	ensure	ensure	VERB
cana-1445	110	10	comprehensive	comprehensive	ADJ
cana-1445	110	11	coverage	coverage	NOUN
cana-1445	110	12	and	and	CCONJ
cana-1445	110	13	reliable	reliable	ADJ
cana-1445	110	14	communication	communication	NOUN
cana-1445	110	15	with	with	ADP
cana-1445	110	16	smart	smart	ADJ
cana-1445	110	17	meters	meter	NOUN
cana-1445	110	18	,	,	PUNCT
cana-1445	110	19	leaving	leave	VERB
cana-1445	110	20	no	no	DET
cana-1445	110	21	energy	energy	NOUN
cana-1445	110	22	consumption	consumption	NOUN
cana-1445	110	23	data	datum	NOUN
cana-1445	110	24	overlooked	overlook	VERB
cana-1445	110	25	.	.	PUNCT
cana-1445	111	1	by	by	ADP
cana-1445	111	2	leveraging	leverage	VERB
cana-1445	111	3	wireless	wireless	ADJ
cana-1445	111	4	iot	iot	NOUN
cana-1445	111	5	infrastructure	infrastructure	NOUN
cana-1445	111	6	,	,	PUNCT
cana-1445	111	7	homeowners	homeowner	NOUN
cana-1445	111	8	gain	gain	VERB
cana-1445	111	9	real	real	ADJ
cana-1445	111	10	-	-	PUNCT
cana-1445	111	11	time	time	NOUN
cana-1445	111	12	insights	insight	NOUN
cana-1445	111	13	into	into	ADP
cana-1445	111	14	their	their	PRON
cana-1445	111	15	energy	energy	NOUN
cana-1445	111	16	usage	usage	NOUN
cana-1445	111	17	,	,	PUNCT
cana-1445	111	18	empowering	empower	VERB
cana-1445	111	19	them	they	PRON
cana-1445	111	20	to	to	PART
cana-1445	111	21	make	make	VERB
cana-1445	111	22	informed	informed	ADJ
cana-1445	111	23	decisions	decision	NOUN
cana-1445	111	24	regarding	regard	VERB
cana-1445	111	25	energy	energy	NOUN
cana-1445	111	26	conservation	conservation	NOUN
cana-1445	111	27	and	and	CCONJ
cana-1445	111	28	efficiency	efficiency	NOUN
cana-1445	111	29	measures	measure	NOUN
cana-1445	111	30	[	[	X
cana-1445	111	31	24	24	NUM
cana-1445	111	32	]	]	PUNCT
cana-1445	111	33	.	.	PUNCT
cana-1445	112	1	3.1.1	3.1.1	X
cana-1445	112	2	.	.	PUNCT
cana-1445	112	3	smart	smart	ADJ
cana-1445	112	4	meter	meter	NOUN
cana-1445	112	5	data	datum	NOUN
cana-1445	112	6	acquisition	acquisition	NOUN
cana-1445	112	7	:	:	PUNCT
cana-1445	112	8	establishing	establish	VERB
cana-1445	112	9	effective	effective	ADJ
cana-1445	112	10	communication	communication	NOUN
cana-1445	112	11	with	with	ADP
cana-1445	112	12	smart	smart	ADJ
cana-1445	112	13	meters	meter	NOUN
cana-1445	112	14	installed	instal	VERB
cana-1445	112	15	within	within	ADP
cana-1445	112	16	individual	individual	ADJ
cana-1445	112	17	homes	home	NOUN
cana-1445	112	18	requires	require	VERB
cana-1445	112	19	robust	robust	ADJ
cana-1445	112	20	communication	communication	NOUN
cana-1445	112	21	protocols	protocol	NOUN
cana-1445	112	22	devised	devise	VERB
cana-1445	112	23	to	to	PART
cana-1445	112	24	retrieve	retrieve	VERB
cana-1445	112	25	real	real	ADJ
cana-1445	112	26	-	-	PUNCT
cana-1445	112	27	time	time	NOUN
cana-1445	112	28	data	datum	NOUN
cana-1445	112	29	.	.	PUNCT
cana-1445	113	1	these	these	DET
cana-1445	113	2	protocols	protocol	NOUN
cana-1445	113	3	are	be	AUX
cana-1445	113	4	meticulously	meticulously	ADV
cana-1445	113	5	designed	design	VERB
cana-1445	113	6	to	to	PART
cana-1445	113	7	ensure	ensure	VERB
cana-1445	113	8	compatibility	compatibility	NOUN
cana-1445	113	9	and	and	CCONJ
cana-1445	113	10	reliability	reliability	NOUN
cana-1445	113	11	,	,	PUNCT
cana-1445	113	12	facilitating	facilitate	VERB
cana-1445	113	13	seamless	seamless	ADJ
cana-1445	113	14	data	datum	NOUN
cana-1445	113	15	exchange	exchange	NOUN
cana-1445	113	16	between	between	ADP
cana-1445	113	17	smart	smart	ADJ
cana-1445	113	18	meters	meter	NOUN
cana-1445	113	19	and	and	CCONJ
cana-1445	113	20	the	the	DET
cana-1445	113	21	central	central	ADJ
cana-1445	113	22	data	datum	NOUN
cana-1445	113	23	analytics	analytic	NOUN
cana-1445	113	24	system	system	NOUN
cana-1445	113	25	situated	situate	VERB
cana-1445	113	26	within	within	ADP
cana-1445	113	27	the	the	DET
cana-1445	113	28	home	home	NOUN
cana-1445	113	29	.	.	PUNCT
cana-1445	114	1	implementing	implement	VERB
cana-1445	114	2	these	these	DET
cana-1445	114	3	communication	communication	NOUN
cana-1445	114	4	frameworks	framework	NOUN
cana-1445	114	5	enables	enable	VERB
cana-1445	114	6	homeowners	homeowner	NOUN
cana-1445	114	7	to	to	PART
cana-1445	114	8	access	access	VERB
cana-1445	114	9	granular	granular	ADJ
cana-1445	114	10	insights	insight	NOUN
cana-1445	114	11	into	into	ADP
cana-1445	114	12	their	their	PRON
cana-1445	114	13	energy	energy	NOUN
cana-1445	114	14	consumption	consumption	NOUN
cana-1445	114	15	behaviors	behavior	NOUN
cana-1445	114	16	,	,	PUNCT
cana-1445	114	17	guiding	guide	VERB
cana-1445	114	18	informed	inform	VERB
cana-1445	114	19	decisions	decision	NOUN
cana-1445	114	20	about	about	ADP
cana-1445	114	21	energy	energy	NOUN
cana-1445	114	22	usage	usage	NOUN
cana-1445	114	23	.	.	PUNCT
cana-1445	115	1	furthermore	furthermore	ADV
cana-1445	115	2	,	,	PUNCT
cana-1445	115	3	the	the	DET
cana-1445	115	4	development	development	NOUN
cana-1445	115	5	of	of	ADP
cana-1445	115	6	robust	robust	ADJ
cana-1445	115	7	communication	communication	NOUN
cana-1445	115	8	protocols	protocol	NOUN
cana-1445	115	9	ensures	ensure	VERB
cana-1445	115	10	efficient	efficient	ADJ
cana-1445	115	11	and	and	CCONJ
cana-1445	115	12	reliable	reliable	ADJ
cana-1445	115	13	data	datum	NOUN
cana-1445	115	14	retrieval	retrieval	NOUN
cana-1445	115	15	from	from	ADP
cana-1445	115	16	smart	smart	ADJ
cana-1445	115	17	meters	meter	NOUN
cana-1445	115	18	.	.	PUNCT
cana-1445	116	1	these	these	DET
cana-1445	116	2	protocols	protocol	NOUN
cana-1445	116	3	are	be	AUX
cana-1445	116	4	engineered	engineer	VERB
cana-1445	116	5	to	to	PART
cana-1445	116	6	address	address	VERB
cana-1445	116	7	various	various	ADJ
cana-1445	116	8	communication	communication	NOUN
cana-1445	116	9	challenges	challenge	NOUN
cana-1445	116	10	,	,	PUNCT
cana-1445	116	11	such	such	ADJ
cana-1445	116	12	as	as	ADP
cana-1445	116	13	network	network	NOUN
cana-1445	116	14	congestion	congestion	NOUN
cana-1445	116	15	or	or	CCONJ
cana-1445	116	16	signal	signal	ADJ
cana-1445	116	17	interference	interference	NOUN
cana-1445	116	18	,	,	PUNCT
cana-1445	116	19	ensuring	ensure	VERB
cana-1445	116	20	uninterrupted	uninterrupted	ADJ
cana-1445	116	21	data	data	NOUN
cana-1445	116	22	transmission	transmission	NOUN
cana-1445	117	1	[	[	X
cana-1445	117	2	25	25	NUM
cana-1445	117	3	]	]	PUNCT
cana-1445	117	4	.	.	PUNCT
cana-1445	118	1	additionally	additionally	ADV
cana-1445	118	2	,	,	PUNCT
cana-1445	118	3	their	their	PRON
cana-1445	118	4	compatibility	compatibility	NOUN
cana-1445	118	5	with	with	ADP
cana-1445	118	6	smart	smart	ADJ
cana-1445	118	7	metering	metering	NOUN
cana-1445	118	8	devices	device	NOUN
cana-1445	118	9	ensures	ensure	VERB
cana-1445	118	10	seamless	seamless	ADJ
cana-1445	118	11	data	datum	NOUN
cana-1445	118	12	retrieval	retrieval	NOUN
cana-1445	118	13	from	from	ADP
cana-1445	118	14	a	a	DET
cana-1445	118	15	diverse	diverse	ADJ
cana-1445	118	16	range	range	NOUN
cana-1445	118	17	of	of	ADP
cana-1445	118	18	smart	smart	ADJ
cana-1445	118	19	meter	meter	NOUN
cana-1445	118	20	models	model	NOUN
cana-1445	118	21	and	and	CCONJ
cana-1445	118	22	manufacturers	manufacturer	NOUN
cana-1445	118	23	.	.	PUNCT
cana-1445	119	1	communications	communication	NOUN
cana-1445	119	2	on	on	ADP
cana-1445	119	3	applied	apply	VERB
cana-1445	119	4	nonlinear	nonlinear	ADJ
cana-1445	119	5	analysis	analysis	NOUN
cana-1445	119	6	issn	issn	NOUN
cana-1445	119	7	:	:	PUNCT
cana-1445	119	8	1074	1074	NUM
cana-1445	119	9	-	-	PUNCT
cana-1445	119	10	133x	133x	NUM
cana-1445	119	11	vol	vol	NOUN
cana-1445	119	12	31	31	NUM
cana-1445	119	13	no	no	NOUN
cana-1445	119	14	.	.	PUNCT
cana-1445	120	1	8s	8s	PROPN
cana-1445	120	2	(	(	PUNCT
cana-1445	120	3	2024	2024	NUM
cana-1445	120	4	)	)	PUNCT
cana-1445	120	5	30	30	NUM
cana-1445	120	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	120	7	3.1.2	3.1.2	NUM
cana-1445	120	8	.	.	PUNCT
cana-1445	120	9	wireless	wireless	ADJ
cana-1445	120	10	iot	iot	PROPN
cana-1445	120	11	infrastructure	infrastructure	NOUN
cana-1445	120	12	:	:	PUNCT
cana-1445	120	13	the	the	DET
cana-1445	120	14	deployment	deployment	NOUN
cana-1445	120	15	of	of	ADP
cana-1445	120	16	wireless	wireless	ADJ
cana-1445	120	17	iot	iot	NOUN
cana-1445	120	18	devices	device	NOUN
cana-1445	120	19	and	and	CCONJ
cana-1445	120	20	gateways	gateway	NOUN
cana-1445	120	21	is	be	AUX
cana-1445	120	22	meticulously	meticulously	ADV
cana-1445	120	23	planned	plan	VERB
cana-1445	120	24	to	to	PART
cana-1445	120	25	ensure	ensure	VERB
cana-1445	120	26	comprehensive	comprehensive	ADJ
cana-1445	120	27	coverage	coverage	NOUN
cana-1445	120	28	within	within	ADP
cana-1445	120	29	the	the	DET
cana-1445	120	30	household	household	NOUN
cana-1445	120	31	infrastructure	infrastructure	NOUN
cana-1445	120	32	.	.	PUNCT
cana-1445	121	1	positioned	position	VERB
cana-1445	121	2	strategically	strategically	ADV
cana-1445	121	3	,	,	PUNCT
cana-1445	121	4	these	these	DET
cana-1445	121	5	devices	device	NOUN
cana-1445	121	6	maximize	maximize	VERB
cana-1445	121	7	coverage	coverage	NOUN
cana-1445	121	8	and	and	CCONJ
cana-1445	121	9	minimize	minimize	VERB
cana-1445	121	10	signal	signal	ADJ
cana-1445	121	11	interference	interference	NOUN
cana-1445	121	12	,	,	PUNCT
cana-1445	121	13	optimizing	optimize	VERB
cana-1445	121	14	the	the	DET
cana-1445	121	15	efficiency	efficiency	NOUN
cana-1445	121	16	of	of	ADP
cana-1445	121	17	data	datum	NOUN
cana-1445	121	18	transmission	transmission	NOUN
cana-1445	121	19	.	.	PUNCT
cana-1445	122	1	by	by	ADP
cana-1445	122	2	placing	place	VERB
cana-1445	122	3	wireless	wireless	ADJ
cana-1445	122	4	iot	iot	NOUN
cana-1445	122	5	devices	device	NOUN
cana-1445	122	6	strategically	strategically	ADV
cana-1445	122	7	throughout	throughout	ADP
cana-1445	122	8	the	the	DET
cana-1445	122	9	home	home	NOUN
cana-1445	122	10	,	,	PUNCT
cana-1445	122	11	homeowners	homeowner	NOUN
cana-1445	122	12	ensure	ensure	VERB
cana-1445	122	13	all	all	DET
cana-1445	122	14	areas	area	NOUN
cana-1445	122	15	are	be	AUX
cana-1445	122	16	adequately	adequately	ADV
cana-1445	122	17	covered	cover	VERB
cana-1445	122	18	,	,	PUNCT
cana-1445	122	19	enabling	enable	VERB
cana-1445	122	20	seamless	seamless	ADJ
cana-1445	122	21	data	datum	NOUN
cana-1445	122	22	exchange	exchange	NOUN
cana-1445	122	23	between	between	ADP
cana-1445	122	24	smart	smart	ADJ
cana-1445	122	25	meters	meter	NOUN
cana-1445	122	26	and	and	CCONJ
cana-1445	122	27	the	the	DET
cana-1445	122	28	central	central	ADJ
cana-1445	122	29	data	datum	NOUN
cana-1445	122	30	analytics	analytic	NOUN
cana-1445	122	31	system	system	NOUN
cana-1445	122	32	[	[	X
cana-1445	122	33	26	26	NUM
cana-1445	122	34	]	]	PUNCT
cana-1445	122	35	.	.	PUNCT
cana-1445	123	1	gateways	gateway	NOUN
cana-1445	123	2	play	play	VERB
cana-1445	123	3	a	a	DET
cana-1445	123	4	crucial	crucial	ADJ
cana-1445	123	5	role	role	NOUN
cana-1445	123	6	in	in	ADP
cana-1445	123	7	this	this	DET
cana-1445	123	8	infrastructure	infrastructure	NOUN
cana-1445	123	9	by	by	ADP
cana-1445	123	10	acting	act	VERB
cana-1445	123	11	as	as	ADP
cana-1445	123	12	intermediaries	intermediary	NOUN
cana-1445	123	13	between	between	ADP
cana-1445	123	14	smart	smart	ADJ
cana-1445	123	15	meters	meter	NOUN
cana-1445	123	16	and	and	CCONJ
cana-1445	123	17	the	the	DET
cana-1445	123	18	central	central	ADJ
cana-1445	123	19	data	datum	NOUN
cana-1445	123	20	analytics	analytic	NOUN
cana-1445	123	21	system	system	NOUN
cana-1445	123	22	.	.	PUNCT
cana-1445	124	1	these	these	DET
cana-1445	124	2	gateways	gateway	NOUN
cana-1445	124	3	facilitate	facilitate	VERB
cana-1445	124	4	the	the	DET
cana-1445	124	5	aggregation	aggregation	NOUN
cana-1445	124	6	and	and	CCONJ
cana-1445	124	7	transfer	transfer	NOUN
cana-1445	124	8	of	of	ADP
cana-1445	124	9	data	datum	NOUN
cana-1445	124	10	from	from	ADP
cana-1445	124	11	individual	individual	ADJ
cana-1445	124	12	smart	smart	ADJ
cana-1445	124	13	meters	meter	NOUN
cana-1445	124	14	to	to	ADP
cana-1445	124	15	the	the	DET
cana-1445	124	16	central	central	ADJ
cana-1445	124	17	analytics	analytic	NOUN
cana-1445	124	18	system	system	NOUN
cana-1445	124	19	in	in	ADP
cana-1445	124	20	a	a	DET
cana-1445	124	21	timely	timely	ADJ
cana-1445	124	22	manner	manner	NOUN
cana-1445	124	23	.	.	PUNCT
cana-1445	125	1	by	by	ADP
cana-1445	125	2	efficiently	efficiently	ADV
cana-1445	125	3	routing	route	VERB
cana-1445	125	4	data	datum	NOUN
cana-1445	125	5	through	through	ADP
cana-1445	125	6	the	the	DET
cana-1445	125	7	network	network	NOUN
cana-1445	125	8	,	,	PUNCT
cana-1445	125	9	gateways	gateway	NOUN
cana-1445	125	10	ensure	ensure	VERB
cana-1445	125	11	real	real	ADJ
cana-1445	125	12	-	-	PUNCT
cana-1445	125	13	time	time	NOUN
cana-1445	125	14	energy	energy	NOUN
cana-1445	125	15	consumption	consumption	NOUN
cana-1445	125	16	data	datum	NOUN
cana-1445	125	17	is	be	AUX
cana-1445	125	18	relayed	relay	VERB
cana-1445	125	19	accurately	accurately	ADV
cana-1445	125	20	and	and	CCONJ
cana-1445	125	21	promptly	promptly	ADV
cana-1445	125	22	for	for	ADP
cana-1445	125	23	analysis	analysis	NOUN
cana-1445	125	24	[	[	X
cana-1445	125	25	27	27	NUM
cana-1445	125	26	]	]	PUNCT
cana-1445	125	27	.	.	PUNCT
cana-1445	126	1	additionally	additionally	ADV
cana-1445	126	2	,	,	PUNCT
cana-1445	126	3	they	they	PRON
cana-1445	126	4	help	help	VERB
cana-1445	126	5	manage	manage	VERB
cana-1445	126	6	the	the	DET
cana-1445	126	7	flow	flow	NOUN
cana-1445	126	8	of	of	ADP
cana-1445	126	9	data	datum	NOUN
cana-1445	126	10	,	,	PUNCT
cana-1445	126	11	ensuring	ensure	VERB
cana-1445	126	12	it	it	PRON
cana-1445	126	13	is	be	AUX
cana-1445	126	14	processed	process	VERB
cana-1445	126	15	and	and	CCONJ
cana-1445	126	16	stored	store	VERB
cana-1445	126	17	securely	securely	ADV
cana-1445	126	18	within	within	ADP
cana-1445	126	19	the	the	DET
cana-1445	126	20	central	central	ADJ
cana-1445	126	21	analytics	analytic	NOUN
cana-1445	126	22	system	system	NOUN
cana-1445	126	23	.	.	PUNCT
cana-1445	127	1	3.1.3	3.1.3	NUM
cana-1445	127	2	.	.	PUNCT
cana-1445	127	3	data	datum	NOUN
cana-1445	127	4	preprocessing	preprocessing	NOUN
cana-1445	127	5	:	:	PUNCT
cana-1445	127	6	after	after	ADP
cana-1445	127	7	the	the	DET
cana-1445	127	8	initial	initial	ADJ
cana-1445	127	9	collection	collection	NOUN
cana-1445	127	10	phase	phase	NOUN
cana-1445	127	11	,	,	PUNCT
cana-1445	127	12	the	the	DET
cana-1445	127	13	raw	raw	ADJ
cana-1445	127	14	data	datum	NOUN
cana-1445	127	15	collected	collect	VERB
cana-1445	127	16	from	from	ADP
cana-1445	127	17	smart	smart	ADJ
cana-1445	127	18	meters	meter	NOUN
cana-1445	127	19	within	within	ADP
cana-1445	127	20	homes	home	NOUN
cana-1445	127	21	undergoes	undergo	VERB
cana-1445	127	22	meticulous	meticulous	ADJ
cana-1445	127	23	preprocessing	preprocessing	NOUN
cana-1445	127	24	to	to	PART
cana-1445	127	25	ensure	ensure	VERB
cana-1445	127	26	its	its	PRON
cana-1445	127	27	quality	quality	NOUN
cana-1445	127	28	and	and	CCONJ
cana-1445	127	29	reliability	reliability	NOUN
cana-1445	127	30	for	for	ADP
cana-1445	127	31	subsequent	subsequent	ADJ
cana-1445	127	32	analysis	analysis	NOUN
cana-1445	127	33	.	.	PUNCT
cana-1445	128	1	preprocessing	preprocessing	NOUN
cana-1445	128	2	entails	entail	VERB
cana-1445	128	3	the	the	DET
cana-1445	128	4	implementation	implementation	NOUN
cana-1445	128	5	of	of	ADP
cana-1445	128	6	algorithms	algorithm	NOUN
cana-1445	128	7	and	and	CCONJ
cana-1445	128	8	techniques	technique	NOUN
cana-1445	128	9	designed	design	VERB
cana-1445	128	10	to	to	PART
cana-1445	128	11	cleanse	cleanse	VERB
cana-1445	128	12	the	the	DET
cana-1445	128	13	data	datum	NOUN
cana-1445	128	14	,	,	PUNCT
cana-1445	128	15	handle	handle	VERB
cana-1445	128	16	missing	miss	VERB
cana-1445	128	17	values	value	NOUN
cana-1445	128	18	,	,	PUNCT
cana-1445	128	19	and	and	CCONJ
cana-1445	128	20	address	address	VERB
cana-1445	128	21	outliers	outlier	NOUN
cana-1445	128	22	or	or	CCONJ
cana-1445	128	23	inconsistencies	inconsistency	NOUN
cana-1445	128	24	[	[	X
cana-1445	128	25	28	28	NUM
cana-1445	128	26	]	]	PUNCT
cana-1445	128	27	.	.	PUNCT
cana-1445	129	1	through	through	ADP
cana-1445	129	2	this	this	DET
cana-1445	129	3	process	process	NOUN
cana-1445	129	4	,	,	PUNCT
cana-1445	129	5	the	the	DET
cana-1445	129	6	integrity	integrity	NOUN
cana-1445	129	7	of	of	ADP
cana-1445	129	8	the	the	DET
cana-1445	129	9	dataset	dataset	NOUN
cana-1445	129	10	is	be	AUX
cana-1445	129	11	meticulously	meticulously	ADV
cana-1445	129	12	upheld	uphold	VERB
cana-1445	129	13	,	,	PUNCT
cana-1445	129	14	ensuring	ensure	VERB
cana-1445	129	15	that	that	SCONJ
cana-1445	129	16	the	the	DET
cana-1445	129	17	subsequent	subsequent	ADJ
cana-1445	129	18	analysis	analysis	NOUN
cana-1445	129	19	is	be	AUX
cana-1445	129	20	based	base	VERB
cana-1445	129	21	on	on	ADP
cana-1445	129	22	accurate	accurate	ADJ
cana-1445	129	23	and	and	CCONJ
cana-1445	129	24	reliable	reliable	ADJ
cana-1445	129	25	information	information	NOUN
cana-1445	129	26	regarding	regard	VERB
cana-1445	129	27	energy	energy	NOUN
cana-1445	129	28	consumption	consumption	NOUN
cana-1445	129	29	patterns	pattern	NOUN
cana-1445	129	30	.	.	PUNCT
cana-1445	130	1	additionally	additionally	ADV
cana-1445	130	2	,	,	PUNCT
cana-1445	130	3	metadata	metadata	NOUN
cana-1445	130	4	associated	associate	VERB
cana-1445	130	5	with	with	ADP
cana-1445	130	6	the	the	DET
cana-1445	130	7	dataset	dataset	NOUN
cana-1445	130	8	,	,	PUNCT
cana-1445	130	9	such	such	ADJ
cana-1445	130	10	as	as	ADP
cana-1445	130	11	timestamps	timestamp	NOUN
cana-1445	130	12	and	and	CCONJ
cana-1445	130	13	meter	meter	NOUN
cana-1445	130	14	identifiers	identifier	NOUN
cana-1445	130	15	,	,	PUNCT
cana-1445	130	16	are	be	AUX
cana-1445	130	17	carefully	carefully	ADV
cana-1445	130	18	managed	manage	VERB
cana-1445	130	19	during	during	ADP
cana-1445	130	20	preprocessing	preprocesse	VERB
cana-1445	130	21	.	.	PUNCT
cana-1445	131	1	these	these	DET
cana-1445	131	2	metadata	metadata	ADJ
cana-1445	131	3	elements	element	NOUN
cana-1445	131	4	play	play	VERB
cana-1445	131	5	a	a	DET
cana-1445	131	6	crucial	crucial	ADJ
cana-1445	131	7	role	role	NOUN
cana-1445	131	8	in	in	ADP
cana-1445	131	9	facilitating	facilitate	VERB
cana-1445	131	10	traceability	traceability	NOUN
cana-1445	131	11	and	and	CCONJ
cana-1445	131	12	data	datum	NOUN
cana-1445	131	13	integrity	integrity	NOUN
cana-1445	131	14	,	,	PUNCT
cana-1445	131	15	enabling	enable	VERB
cana-1445	131	16	researchers	researcher	NOUN
cana-1445	131	17	to	to	PART
cana-1445	131	18	track	track	VERB
cana-1445	131	19	the	the	DET
cana-1445	131	20	origin	origin	NOUN
cana-1445	131	21	and	and	CCONJ
cana-1445	131	22	context	context	NOUN
cana-1445	131	23	of	of	ADP
cana-1445	131	24	each	each	DET
cana-1445	131	25	data	datum	NOUN
cana-1445	131	26	point	point	NOUN
cana-1445	131	27	.	.	PUNCT
cana-1445	132	1	by	by	ADP
cana-1445	132	2	meticulously	meticulously	ADV
cana-1445	132	3	managing	manage	VERB
cana-1445	132	4	metadata	metadata	NOUN
cana-1445	132	5	,	,	PUNCT
cana-1445	132	6	researchers	researcher	NOUN
cana-1445	132	7	can	can	AUX
cana-1445	132	8	ensure	ensure	VERB
cana-1445	132	9	that	that	SCONJ
cana-1445	132	10	the	the	DET
cana-1445	132	11	dataset	dataset	NOUN
cana-1445	132	12	remains	remain	VERB
cana-1445	132	13	organized	organized	ADJ
cana-1445	132	14	and	and	CCONJ
cana-1445	132	15	structured	structure	VERB
cana-1445	132	16	,	,	PUNCT
cana-1445	132	17	facilitating	facilitate	VERB
cana-1445	132	18	efficient	efficient	ADJ
cana-1445	132	19	data	datum	NOUN
cana-1445	132	20	analysis	analysis	NOUN
cana-1445	132	21	and	and	CCONJ
cana-1445	132	22	interpretation	interpretation	NOUN
cana-1445	132	23	[	[	X
cana-1445	132	24	29	29	NUM
cana-1445	132	25	]	]	PUNCT
cana-1445	132	26	.	.	PUNCT
cana-1445	133	1	overall	overall	ADV
cana-1445	133	2	,	,	PUNCT
cana-1445	133	3	the	the	DET
cana-1445	133	4	curated	curate	VERB
cana-1445	133	5	dataset	dataset	NOUN
cana-1445	133	6	resulting	result	VERB
cana-1445	133	7	from	from	ADP
cana-1445	133	8	preprocessing	preprocesse	VERB
cana-1445	133	9	forms	form	NOUN
cana-1445	133	10	the	the	DET
cana-1445	133	11	foundation	foundation	NOUN
cana-1445	133	12	for	for	ADP
cana-1445	133	13	further	further	ADJ
cana-1445	133	14	analysis	analysis	NOUN
cana-1445	133	15	and	and	CCONJ
cana-1445	133	16	modeling	modeling	NOUN
cana-1445	133	17	efforts	effort	NOUN
cana-1445	133	18	.	.	PUNCT
cana-1445	134	1	by	by	ADP
cana-1445	134	2	leveraging	leverage	VERB
cana-1445	134	3	this	this	DET
cana-1445	134	4	clean	clean	ADJ
cana-1445	134	5	and	and	CCONJ
cana-1445	134	6	reliable	reliable	ADJ
cana-1445	134	7	dataset	dataset	NOUN
cana-1445	134	8	,	,	PUNCT
cana-1445	134	9	researchers	researcher	NOUN
cana-1445	134	10	can	can	AUX
cana-1445	134	11	derive	derive	VERB
cana-1445	134	12	meaningful	meaningful	ADJ
cana-1445	134	13	insights	insight	NOUN
cana-1445	134	14	into	into	ADP
cana-1445	134	15	energy	energy	NOUN
cana-1445	134	16	consumption	consumption	NOUN
cana-1445	134	17	patterns	pattern	NOUN
cana-1445	134	18	and	and	CCONJ
cana-1445	134	19	trends	trend	NOUN
cana-1445	134	20	within	within	ADP
cana-1445	134	21	individual	individual	ADJ
cana-1445	134	22	homes	home	NOUN
cana-1445	134	23	.	.	PUNCT
cana-1445	135	1	this	this	PRON
cana-1445	135	2	enables	enable	VERB
cana-1445	135	3	informed	informed	ADJ
cana-1445	135	4	decision	decision	NOUN
cana-1445	135	5	-	-	PUNCT
cana-1445	135	6	making	make	VERB
cana-1445	135	7	processes	process	NOUN
cana-1445	135	8	aimed	aim	VERB
cana-1445	135	9	at	at	ADP
cana-1445	135	10	optimizing	optimize	VERB
cana-1445	135	11	energy	energy	NOUN
cana-1445	135	12	usage	usage	NOUN
cana-1445	135	13	,	,	PUNCT
cana-1445	135	14	enhancing	enhance	VERB
cana-1445	135	15	energy	energy	NOUN
cana-1445	135	16	efficiency	efficiency	NOUN
cana-1445	135	17	,	,	PUNCT
cana-1445	135	18	and	and	CCONJ
cana-1445	135	19	promoting	promote	VERB
cana-1445	135	20	sustainable	sustainable	ADJ
cana-1445	135	21	practices	practice	NOUN
cana-1445	135	22	within	within	ADP
cana-1445	135	23	the	the	DET
cana-1445	135	24	household	household	NOUN
cana-1445	135	25	.	.	PUNCT
cana-1445	136	1	3.2	3.2	NUM
cana-1445	136	2	.	.	PUNCT
cana-1445	137	1	feature	feature	NOUN
cana-1445	137	2	engineering	engineering	NOUN
cana-1445	137	3	:	:	PUNCT
cana-1445	137	4	feature	feature	NOUN
cana-1445	137	5	engineering	engineering	NOUN
cana-1445	137	6	plays	play	VERB
cana-1445	137	7	a	a	DET
cana-1445	137	8	crucial	crucial	ADJ
cana-1445	137	9	role	role	NOUN
cana-1445	137	10	in	in	ADP
cana-1445	137	11	smart	smart	ADJ
cana-1445	137	12	meter	meter	NOUN
cana-1445	137	13	data	datum	NOUN
cana-1445	137	14	analytics	analytic	NOUN
cana-1445	137	15	,	,	PUNCT
cana-1445	137	16	involving	involve	VERB
cana-1445	137	17	the	the	DET
cana-1445	137	18	extraction	extraction	NOUN
cana-1445	137	19	of	of	ADP
cana-1445	137	20	pertinent	pertinent	ADJ
cana-1445	137	21	features	feature	NOUN
cana-1445	137	22	from	from	ADP
cana-1445	137	23	preprocessed	preprocesse	VERB
cana-1445	137	24	data	datum	NOUN
cana-1445	137	25	to	to	PART
cana-1445	137	26	facilitate	facilitate	VERB
cana-1445	137	27	insightful	insightful	ADJ
cana-1445	137	28	analysis	analysis	NOUN
cana-1445	137	29	.	.	PUNCT
cana-1445	138	1	these	these	DET
cana-1445	138	2	features	feature	NOUN
cana-1445	138	3	encompass	encompass	VERB
cana-1445	138	4	various	various	ADJ
cana-1445	138	5	aspects	aspect	NOUN
cana-1445	138	6	of	of	ADP
cana-1445	138	7	energy	energy	NOUN
cana-1445	138	8	consumption	consumption	NOUN
cana-1445	138	9	patterns	pattern	NOUN
cana-1445	138	10	,	,	PUNCT
cana-1445	138	11	temporal	temporal	ADJ
cana-1445	138	12	trends	trend	NOUN
cana-1445	138	13	,	,	PUNCT
cana-1445	138	14	and	and	CCONJ
cana-1445	138	15	seasonal	seasonal	ADJ
cana-1445	138	16	variations	variation	NOUN
cana-1445	138	17	,	,	PUNCT
cana-1445	138	18	providing	provide	VERB
cana-1445	138	19	valuable	valuable	ADJ
cana-1445	138	20	insights	insight	NOUN
cana-1445	138	21	into	into	ADP
cana-1445	138	22	household	household	NOUN
cana-1445	138	23	energy	energy	NOUN
cana-1445	138	24	usage	usage	NOUN
cana-1445	138	25	dynamics	dynamic	NOUN
cana-1445	138	26	.	.	PUNCT
cana-1445	139	1	3.2.1	3.2.1	NUM
cana-1445	139	2	.	.	PUNCT
cana-1445	139	3	feature	feature	NOUN
cana-1445	139	4	extraction	extraction	NOUN
cana-1445	139	5	:	:	PUNCT
cana-1445	139	6	the	the	DET
cana-1445	139	7	process	process	NOUN
cana-1445	139	8	begins	begin	VERB
cana-1445	139	9	with	with	ADP
cana-1445	139	10	the	the	DET
cana-1445	139	11	development	development	NOUN
cana-1445	139	12	of	of	ADP
cana-1445	139	13	algorithms	algorithm	NOUN
cana-1445	139	14	tailored	tailor	VERB
cana-1445	139	15	to	to	PART
cana-1445	139	16	extract	extract	VERB
cana-1445	139	17	meaningful	meaningful	ADJ
cana-1445	139	18	features	feature	NOUN
cana-1445	139	19	from	from	ADP
cana-1445	139	20	preprocessed	preprocesse	VERB
cana-1445	139	21	smart	smart	ADJ
cana-1445	139	22	meter	meter	NOUN
cana-1445	139	23	data	datum	NOUN
cana-1445	139	24	.	.	PUNCT
cana-1445	140	1	this	this	PRON
cana-1445	140	2	involves	involve	VERB
cana-1445	140	3	the	the	DET
cana-1445	140	4	extraction	extraction	NOUN
cana-1445	140	5	of	of	ADP
cana-1445	140	6	statistical	statistical	ADJ
cana-1445	140	7	measures	measure	NOUN
cana-1445	140	8	,	,	PUNCT
cana-1445	140	9	such	such	ADJ
cana-1445	140	10	as	as	ADP
cana-1445	140	11	mean	mean	ADJ
cana-1445	140	12	,	,	PUNCT
cana-1445	140	13	communications	communication	NOUN
cana-1445	140	14	on	on	ADP
cana-1445	140	15	applied	apply	VERB
cana-1445	140	16	nonlinear	nonlinear	ADJ
cana-1445	140	17	analysis	analysis	NOUN
cana-1445	140	18	issn	issn	NOUN
cana-1445	140	19	:	:	PUNCT
cana-1445	140	20	1074	1074	NUM
cana-1445	140	21	-	-	PUNCT
cana-1445	140	22	133x	133x	NUM
cana-1445	140	23	vol	vol	NOUN
cana-1445	140	24	31	31	NUM
cana-1445	140	25	no	no	NOUN
cana-1445	140	26	.	.	PUNCT
cana-1445	141	1	8s	8s	PROPN
cana-1445	141	2	(	(	PUNCT
cana-1445	141	3	2024	2024	NUM
cana-1445	141	4	)	)	PUNCT
cana-1445	141	5	31	31	NUM
cana-1445	141	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1445	141	7	median	median	NOUN
cana-1445	141	8	,	,	PUNCT
cana-1445	141	9	and	and	CCONJ
cana-1445	141	10	standard	standard	ADJ
cana-1445	141	11	deviation	deviation	NOUN
cana-1445	141	12	,	,	PUNCT
cana-1445	141	13	to	to	PART
cana-1445	141	14	capture	capture	VERB
cana-1445	141	15	central	central	ADJ
cana-1445	141	16	tendencies	tendency	NOUN
cana-1445	141	17	and	and	CCONJ
cana-1445	141	18	variability	variability	NOUN
cana-1445	141	19	in	in	ADP
cana-1445	141	20	energy	energy	NOUN
cana-1445	141	21	consumption	consumption	NOUN
cana-1445	141	22	[	[	X
cana-1445	141	23	30	30	NUM
cana-1445	141	24	]	]	PUNCT
cana-1445	141	25	.	.	PUNCT
cana-1445	142	1	additionally	additionally	ADV
cana-1445	142	2	,	,	PUNCT
cana-1445	142	3	time	time	NOUN
cana-1445	142	4	-	-	PUNCT
cana-1445	142	5	series	series	NOUN
cana-1445	142	6	features	feature	NOUN
cana-1445	142	7	,	,	PUNCT
cana-1445	142	8	such	such	ADJ
cana-1445	142	9	as	as	ADP
cana-1445	142	10	trends	trend	NOUN
cana-1445	142	11	,	,	PUNCT
cana-1445	142	12	seasonality	seasonality	NOUN
cana-1445	142	13	,	,	PUNCT
cana-1445	142	14	and	and	CCONJ
cana-1445	142	15	periodicity	periodicity	NOUN
cana-1445	142	16	,	,	PUNCT
cana-1445	142	17	are	be	AUX
cana-1445	142	18	extracted	extract	VERB
cana-1445	142	19	to	to	ADP
cana-1445	142	20	discern	discern	ADJ
cana-1445	142	21	patterns	pattern	NOUN
cana-1445	142	22	and	and	CCONJ
cana-1445	142	23	recurring	recur	VERB
cana-1445	142	24	behaviors	behavior	NOUN
cana-1445	142	25	over	over	ADP
cana-1445	142	26	time	time	NOUN
cana-1445	142	27	.	.	PUNCT
cana-1445	143	1	frequency	frequency	NOUN
cana-1445	143	2	domain	domain	NOUN
cana-1445	143	3	analysis	analysis	NOUN
cana-1445	143	4	techniques	technique	NOUN
cana-1445	143	5	may	may	AUX
cana-1445	143	6	also	also	ADV
cana-1445	143	7	be	be	AUX
cana-1445	143	8	employed	employ	VERB
cana-1445	143	9	to	to	PART
cana-1445	143	10	analyze	analyze	VERB
cana-1445	143	11	the	the	DET
cana-1445	143	12	frequency	frequency	NOUN
cana-1445	143	13	components	component	NOUN
cana-1445	143	14	of	of	ADP
cana-1445	143	15	energy	energy	NOUN
cana-1445	143	16	consumption	consumption	NOUN
cana-1445	143	17	signals	signal	NOUN
cana-1445	143	18	,	,	PUNCT
cana-1445	143	19	uncovering	uncover	VERB
cana-1445	143	20	hidden	hide	VERB
cana-1445	143	21	patterns	pattern	NOUN
cana-1445	143	22	and	and	CCONJ
cana-1445	143	23	anomalies	anomaly	NOUN
cana-1445	143	24	.	.	PUNCT
cana-1445	144	1	3.2.2	3.2.2	X
cana-1445	144	2	.	.	PUNCT
cana-1445	144	3	feature	feature	NOUN
cana-1445	144	4	selection	selection	NOUN
cana-1445	144	5	:	:	PUNCT
cana-1445	144	6	once	once	SCONJ
cana-1445	144	7	the	the	DET
cana-1445	144	8	features	feature	NOUN
cana-1445	144	9	are	be	AUX
cana-1445	144	10	extracted	extract	VERB
cana-1445	144	11	,	,	PUNCT
cana-1445	144	12	feature	feature	NOUN
cana-1445	144	13	selection	selection	NOUN
cana-1445	144	14	techniques	technique	NOUN
cana-1445	144	15	are	be	AUX
cana-1445	144	16	applied	apply	VERB
cana-1445	144	17	to	to	PART
cana-1445	144	18	identify	identify	VERB
cana-1445	144	19	the	the	DET
cana-1445	144	20	most	most	ADV
cana-1445	144	21	informative	informative	ADJ
cana-1445	144	22	and	and	CCONJ
cana-1445	144	23	relevant	relevant	ADJ
cana-1445	144	24	features	feature	NOUN
cana-1445	144	25	for	for	ADP
cana-1445	144	26	subsequent	subsequent	ADJ
cana-1445	144	27	analysis	analysis	NOUN
cana-1445	144	28	and	and	CCONJ
cana-1445	144	29	modeling	modeling	NOUN
cana-1445	144	30	.	.	PUNCT
cana-1445	145	1	this	this	PRON
cana-1445	145	2	involves	involve	VERB
cana-1445	145	3	the	the	DET
cana-1445	145	4	utilization	utilization	NOUN
cana-1445	145	5	of	of	ADP
cana-1445	145	6	various	various	ADJ
cana-1445	145	7	statistical	statistical	ADJ
cana-1445	145	8	and	and	CCONJ
cana-1445	145	9	machine	machine	NOUN
cana-1445	145	10	learning	learning	NOUN
cana-1445	145	11	methods	method	NOUN
cana-1445	145	12	,	,	PUNCT
cana-1445	145	13	such	such	ADJ
cana-1445	145	14	as	as	ADP
cana-1445	145	15	correlation	correlation	NOUN
cana-1445	145	16	analysis	analysis	NOUN
cana-1445	145	17	,	,	PUNCT
cana-1445	145	18	principal	principal	ADJ
cana-1445	145	19	component	component	NOUN
cana-1445	145	20	analysis	analysis	NOUN
cana-1445	145	21	(	(	PUNCT
cana-1445	145	22	pca	pca	NOUN
cana-1445	145	23	)	)	PUNCT
cana-1445	145	24	,	,	PUNCT
cana-1445	145	25	or	or	CCONJ
cana-1445	145	26	recursive	recursive	ADJ
cana-1445	145	27	feature	feature	NOUN
cana-1445	145	28	elimination	elimination	NOUN
cana-1445	145	29	(	(	PUNCT
cana-1445	145	30	rfe	rfe	NOUN
cana-1445	145	31	)	)	PUNCT
cana-1445	145	32	.	.	PUNCT
cana-1445	146	1	correlation	correlation	NOUN
cana-1445	146	2	analysis	analysis	NOUN
cana-1445	146	3	helps	helps	AUX
cana-1445	146	4	identify	identify	VERB
cana-1445	146	5	features	feature	NOUN
cana-1445	146	6	that	that	PRON
cana-1445	146	7	exhibit	exhibit	VERB
cana-1445	146	8	strong	strong	ADJ
cana-1445	146	9	correlations	correlation	NOUN
cana-1445	146	10	with	with	ADP
cana-1445	146	11	the	the	DET
cana-1445	146	12	target	target	NOUN
cana-1445	146	13	variable	variable	NOUN
cana-1445	146	14	,	,	PUNCT
cana-1445	146	15	offering	offer	VERB
cana-1445	146	16	valuable	valuable	ADJ
cana-1445	146	17	insights	insight	NOUN
cana-1445	146	18	into	into	ADP
cana-1445	146	19	their	their	PRON
cana-1445	146	20	predictive	predictive	ADJ
cana-1445	146	21	power	power	NOUN
cana-1445	146	22	[	[	X
cana-1445	146	23	31	31	NUM
cana-1445	146	24	]	]	PUNCT
cana-1445	146	25	.	.	PUNCT
cana-1445	147	1	pca	pca	PROPN
cana-1445	147	2	aids	aid	NOUN
cana-1445	147	3	in	in	ADP
cana-1445	147	4	reducing	reduce	VERB
cana-1445	147	5	the	the	DET
cana-1445	147	6	dimensionality	dimensionality	NOUN
cana-1445	147	7	of	of	ADP
cana-1445	147	8	the	the	DET
cana-1445	147	9	feature	feature	NOUN
cana-1445	147	10	space	space	NOUN
cana-1445	147	11	while	while	SCONJ
cana-1445	147	12	retaining	retain	VERB
cana-1445	147	13	the	the	DET
cana-1445	147	14	most	most	ADV
cana-1445	147	15	significant	significant	ADJ
cana-1445	147	16	variance	variance	NOUN
cana-1445	147	17	in	in	ADP
cana-1445	147	18	the	the	DET
cana-1445	147	19	data	datum	NOUN
cana-1445	147	20	.	.	PUNCT
cana-1445	148	1	rfe	rfe	PROPN
cana-1445	148	2	iteratively	iteratively	ADV
cana-1445	148	3	removes	remove	VERB
cana-1445	148	4	less	less	ADV
cana-1445	148	5	informative	informative	ADJ
cana-1445	148	6	features	feature	NOUN
cana-1445	148	7	based	base	VERB
cana-1445	148	8	on	on	ADP
cana-1445	148	9	their	their	PRON
cana-1445	148	10	importance	importance	NOUN
cana-1445	148	11	scores	score	NOUN
cana-1445	148	12	,	,	PUNCT
cana-1445	148	13	thereby	thereby	ADV
cana-1445	148	14	selecting	select	VERB
cana-1445	148	15	the	the	DET
cana-1445	148	16	most	most	ADV
cana-1445	148	17	relevant	relevant	ADJ
cana-1445	148	18	subset	subset	NOUN
cana-1445	148	19	of	of	ADP
cana-1445	148	20	features	feature	NOUN
cana-1445	148	21	for	for	ADP
cana-1445	148	22	modeling	modeling	NOUN
cana-1445	148	23	.	.	PUNCT
cana-1445	149	1	by	by	ADP
cana-1445	149	2	leveraging	leverage	VERB
cana-1445	149	3	feature	feature	NOUN
cana-1445	149	4	engineering	engineering	NOUN
cana-1445	149	5	and	and	CCONJ
cana-1445	149	6	selection	selection	NOUN
cana-1445	149	7	techniques	technique	NOUN
cana-1445	149	8	,	,	PUNCT
cana-1445	149	9	researchers	researcher	NOUN
cana-1445	149	10	can	can	AUX
cana-1445	149	11	distill	distill	VERB
cana-1445	149	12	complex	complex	ADJ
cana-1445	149	13	smart	smart	ADJ
cana-1445	149	14	meter	meter	NOUN
cana-1445	149	15	data	datum	NOUN
cana-1445	149	16	into	into	ADP
cana-1445	149	17	a	a	DET
cana-1445	149	18	concise	concise	ADJ
cana-1445	149	19	set	set	NOUN
cana-1445	149	20	of	of	ADP
cana-1445	149	21	informative	informative	ADJ
cana-1445	149	22	features	feature	NOUN
cana-1445	149	23	,	,	PUNCT
cana-1445	149	24	enabling	enable	VERB
cana-1445	149	25	more	more	ADV
cana-1445	149	26	accurate	accurate	ADJ
cana-1445	149	27	and	and	CCONJ
cana-1445	149	28	interpretable	interpretable	ADJ
cana-1445	149	29	analysis	analysis	NOUN
cana-1445	149	30	of	of	ADP
cana-1445	149	31	household	household	NOUN
cana-1445	149	32	energy	energy	NOUN
cana-1445	149	33	consumption	consumption	NOUN
cana-1445	149	34	patterns	pattern	NOUN
cana-1445	149	35	.	.	PUNCT
cana-1445	150	1	these	these	DET
cana-1445	150	2	insights	insight	NOUN
cana-1445	150	3	facilitate	facilitate	VERB
cana-1445	150	4	informed	informed	ADJ
cana-1445	150	5	decisionmaking	decisionmake	VERB
cana-1445	150	6	processes	process	NOUN
cana-1445	150	7	aimed	aim	VERB
cana-1445	150	8	at	at	ADP
cana-1445	150	9	optimizing	optimize	VERB
cana-1445	150	10	energy	energy	NOUN
cana-1445	150	11	usage	usage	NOUN
cana-1445	150	12	,	,	PUNCT
cana-1445	150	13	improving	improve	VERB
cana-1445	150	14	efficiency	efficiency	NOUN
cana-1445	150	15	,	,	PUNCT
cana-1445	150	16	and	and	CCONJ
cana-1445	150	17	promoting	promote	VERB
cana-1445	150	18	sustainable	sustainable	ADJ
cana-1445	150	19	practices	practice	NOUN
cana-1445	150	20	within	within	ADP
cana-1445	150	21	homes	home	NOUN
cana-1445	150	22	.	.	PUNCT
cana-1445	151	1	3.3	3.3	NUM
cana-1445	151	2	.	.	PUNCT
cana-1445	152	1	training	train	VERB
cana-1445	152	2	the	the	DET
cana-1445	152	3	liquid	liquid	ADJ
cana-1445	152	4	neural	neural	ADJ
cana-1445	152	5	network	network	NOUN
cana-1445	152	6	in	in	ADP
cana-1445	152	7	training	train	VERB
cana-1445	152	8	the	the	DET
cana-1445	152	9	liquid	liquid	ADJ
cana-1445	152	10	neural	neural	ADJ
cana-1445	152	11	network	network	NOUN
cana-1445	152	12	(	(	PUNCT
cana-1445	152	13	lnn	lnn	PROPN
cana-1445	152	14	)	)	PUNCT
cana-1445	152	15	,	,	PUNCT
cana-1445	152	16	we	we	PRON
cana-1445	152	17	aim	aim	VERB
cana-1445	152	18	to	to	PART
cana-1445	152	19	optimize	optimize	VERB
cana-1445	152	20	its	its	PRON
cana-1445	152	21	parameters	parameter	NOUN
cana-1445	152	22	,	,	PUNCT
cana-1445	152	23	including	include	VERB
cana-1445	152	24	weights	weight	NOUN
cana-1445	152	25	and	and	CCONJ
cana-1445	152	26	biases	bias	NOUN
cana-1445	152	27	,	,	PUNCT
cana-1445	152	28	to	to	PART
cana-1445	152	29	minimize	minimize	VERB
cana-1445	152	30	the	the	DET
cana-1445	152	31	loss	loss	NOUN
cana-1445	152	32	function	function	NOUN
cana-1445	152	33	and	and	CCONJ
cana-1445	152	34	improve	improve	VERB
cana-1445	152	35	its	its	PRON
cana-1445	152	36	predictive	predictive	ADJ
cana-1445	152	37	accuracy	accuracy	NOUN
cana-1445	152	38	.	.	PUNCT
cana-1445	153	1	the	the	DET
cana-1445	153	2	training	training	NOUN
cana-1445	153	3	process	process	NOUN
cana-1445	153	4	involves	involve	VERB
cana-1445	153	5	several	several	ADJ
cana-1445	153	6	steps	step	NOUN
cana-1445	153	7	,	,	PUNCT
cana-1445	153	8	including	include	VERB
cana-1445	153	9	forward	forward	ADJ
cana-1445	153	10	propagation	propagation	NOUN
cana-1445	153	11	,	,	PUNCT
cana-1445	153	12	loss	loss	NOUN
cana-1445	153	13	calculation	calculation	NOUN
cana-1445	153	14	,	,	PUNCT
cana-1445	153	15	backpropagation	backpropagation	NOUN
cana-1445	153	16	,	,	PUNCT
cana-1445	153	17	and	and	CCONJ
cana-1445	153	18	gradient	gradient	ADJ
cana-1445	153	19	descent	descent	NOUN
cana-1445	153	20	optimization	optimization	NOUN
cana-1445	153	21	.	.	PUNCT
cana-1445	154	1	we	we	PRON
cana-1445	154	2	'll	will	AUX
cana-1445	154	3	delve	delve	VERB
cana-1445	154	4	into	into	ADP
cana-1445	154	5	each	each	PRON
cana-1445	154	6	of	of	ADP
cana-1445	154	7	these	these	DET
cana-1445	154	8	steps	step	NOUN
cana-1445	154	9	,	,	PUNCT
cana-1445	154	10	providing	provide	VERB
cana-1445	154	11	mathematical	mathematical	ADJ
cana-1445	154	12	explanations	explanation	NOUN
cana-1445	154	13	where	where	SCONJ
cana-1445	154	14	necessary	necessary	ADJ
cana-1445	154	15	.	.	PUNCT
cana-1445	155	1	3.3.1	3.3.1	X
cana-1445	155	2	.	.	X
cana-1445	155	3	initialization	initialization	NOUN
cana-1445	155	4	of	of	ADP
cana-1445	155	5	parameters	parameter	NOUN
cana-1445	155	6	the	the	DET
cana-1445	155	7	training	training	NOUN
cana-1445	155	8	process	process	NOUN
cana-1445	155	9	commences	commence	VERB
cana-1445	155	10	with	with	ADP
cana-1445	155	11	the	the	DET
cana-1445	155	12	initialization	initialization	NOUN
cana-1445	155	13	of	of	ADP
cana-1445	155	14	the	the	DET
cana-1445	155	15	network	network	NOUN
cana-1445	155	16	's	's	PART
cana-1445	155	17	parameters	parameter	NOUN
cana-1445	155	18	,	,	PUNCT
cana-1445	155	19	including	include	VERB
cana-1445	155	20	weights	weight	NOUN
cana-1445	155	21	(	(	PUNCT
cana-1445	155	22	w	w	NOUN
cana-1445	155	23	)	)	PUNCT
cana-1445	155	24	and	and	CCONJ
cana-1445	155	25	biases	bias	NOUN
cana-1445	155	26	(	(	PUNCT
cana-1445	155	27	b	b	NOUN
cana-1445	155	28	)	)	PUNCT
cana-1445	155	29	.	.	PUNCT
cana-1445	156	1	these	these	DET
cana-1445	156	2	parameters	parameter	NOUN
cana-1445	156	3	are	be	AUX
cana-1445	156	4	crucial	crucial	ADJ
cana-1445	156	5	for	for	ADP
cana-1445	156	6	the	the	DET
cana-1445	156	7	network	network	NOUN
cana-1445	156	8	's	's	PART
cana-1445	156	9	performance	performance	NOUN
cana-1445	156	10	,	,	PUNCT
cana-1445	156	11	and	and	CCONJ
cana-1445	156	12	their	their	PRON
cana-1445	156	13	initialization	initialization	NOUN
cana-1445	156	14	significantly	significantly	ADV
cana-1445	156	15	impacts	impact	VERB
cana-1445	156	16	the	the	DET
cana-1445	156	17	training	training	NOUN
cana-1445	156	18	process	process	NOUN
cana-1445	156	19	.	.	PUNCT
cana-1445	157	1	typically	typically	ADV
cana-1445	157	2	,	,	PUNCT
cana-1445	157	3	weights	weight	NOUN
cana-1445	157	4	are	be	AUX
cana-1445	157	5	initialized	initialize	VERB
cana-1445	157	6	randomly	randomly	ADV
cana-1445	157	7	,	,	PUNCT
cana-1445	157	8	while	while	SCONJ
cana-1445	157	9	biases	bias	NOUN
cana-1445	157	10	can	can	AUX
cana-1445	157	11	be	be	AUX
cana-1445	157	12	initialized	initialize	VERB
cana-1445	157	13	to	to	ADP
cana-1445	157	14	zero	zero	NUM
cana-1445	157	15	or	or	CCONJ
cana-1445	157	16	sampled	sample	VERB
cana-1445	157	17	from	from	ADP
cana-1445	157	18	a	a	DET
cana-1445	157	19	uniform	uniform	ADJ
cana-1445	157	20	distribution	distribution	NOUN
cana-1445	157	21	.	.	PUNCT
cana-1445	158	1	mathematically	mathematically	ADV
cana-1445	158	2	,	,	PUNCT
cana-1445	158	3	weights	weight	NOUN
cana-1445	158	4	are	be	AUX
cana-1445	158	5	initialized	initialize	VERB
cana-1445	158	6	as	as	SCONJ
cana-1445	158	7	follows	follow	VERB
cana-1445	158	8	:	:	PUNCT
cana-1445	158	9	𝑊𝑖,𝑗	𝑊𝑖,𝑗	PROPN
cana-1445	158	10	(	(	PUNCT
cana-1445	158	11	𝑙	𝑙	NOUN
cana-1445	158	12	)	)	PUNCT
cana-1445	158	13	~𝑈𝑛𝑖𝑓𝑜𝑟𝑚	~𝑈𝑛𝑖𝑓𝑜𝑟𝑚	NOUN
cana-1445	158	14	(	(	PUNCT
cana-1445	158	15	−√	−√	PRON
cana-1445	158	16	6	6	NUM
cana-1445	158	17	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	NOUN
cana-1445	158	18	,	,	PUNCT
cana-1445	158	19	√	√	PROPN
cana-1445	158	20	6	6	NUM
cana-1445	158	21	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	NOUN
cana-1445	158	22	)	)	PUNCT
cana-1445	158	23	(	(	PUNCT
cana-1445	158	24	1	1	X
cana-1445	158	25	)	)	PUNCT
cana-1445	158	26	where	where	SCONJ
cana-1445	158	27	nin	nin	NOUN
cana-1445	158	28	and	and	CCONJ
cana-1445	158	29	noutare	noutare	VERB
cana-1445	158	30	the	the	DET
cana-1445	158	31	number	number	NOUN
cana-1445	158	32	of	of	ADP
cana-1445	158	33	input	input	NOUN
cana-1445	158	34	and	and	CCONJ
cana-1445	158	35	output	output	NOUN
cana-1445	158	36	neurons	neuron	NOUN
cana-1445	158	37	,	,	PUNCT
cana-1445	158	38	respectively	respectively	ADV
cana-1445	158	39	,	,	PUNCT
cana-1445	158	40	in	in	ADP
cana-1445	158	41	layer	layer	NOUN
cana-1445	158	42	l.	l.	PROPN
cana-1445	158	43	biases	bias	NOUN
cana-1445	158	44	can	can	AUX
cana-1445	158	45	be	be	AUX
cana-1445	158	46	initialized	initialize	VERB
cana-1445	158	47	as	as	SCONJ
cana-1445	158	48	follows	follow	VERB
cana-1445	158	49	:	:	PUNCT
cana-1445	158	50	𝑏𝑖	𝑏𝑖	ADP
cana-1445	158	51	(	(	PUNCT
cana-1445	158	52	𝑙	𝑙	X
cana-1445	158	53	)	)	PUNCT
cana-1445	158	54	=	=	SYM
cana-1445	158	55	0	0	NUM
cana-1445	158	56	𝑜𝑟	𝑜𝑟	ADP
cana-1445	158	57	𝑏𝑖	𝑏𝑖	PROPN
cana-1445	158	58	(	(	PUNCT
cana-1445	158	59	𝑙	𝑙	NOUN
cana-1445	158	60	)	)	PUNCT
cana-1445	158	61	~𝑈𝑛𝑖𝑓𝑜𝑟𝑚	~𝑈𝑛𝑖𝑓𝑜𝑟𝑚	NOUN
cana-1445	158	62	(	(	PUNCT
cana-1445	158	63	−√	−√	PRON
cana-1445	158	64	6	6	NUM
cana-1445	158	65	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	NOUN
cana-1445	158	66	,	,	PUNCT
cana-1445	158	67	√	√	PROPN
cana-1445	158	68	6	6	NUM
cana-1445	158	69	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	𝑛𝑖𝑛+𝑛𝑜𝑢𝑡	NOUN
cana-1445	158	70	)	)	PUNCT
cana-1445	158	71	(	(	PUNCT
cana-1445	158	72	2	2	X
cana-1445	158	73	)	)	PUNCT
cana-1445	158	74	communications	communication	NOUN
cana-1445	158	75	on	on	ADP
cana-1445	158	76	applied	apply	VERB
cana-1445	158	77	nonlinear	nonlinear	ADJ
cana-1445	158	78	analysis	analysis	NOUN
cana-1445	158	79	issn	issn	NOUN
cana-1445	158	80	:	:	PUNCT
cana-1445	158	81	1074	1074	NUM
cana-1445	158	82	-	-	PUNCT
cana-1445	158	83	133x	133x	NUM
cana-1445	158	84	vol	vol	NOUN
cana-1445	158	85	31	31	NUM
cana-1445	158	86	no	no	NOUN
cana-1445	158	87	.	.	PUNCT
cana-1445	159	1	8s	8s	PROPN
cana-1445	159	2	(	(	PUNCT
cana-1445	159	3	2024	2024	NUM
cana-1445	159	4	)	)	PUNCT
cana-1445	159	5	32	32	NUM
cana-1445	159	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	159	7	3.3.2	3.3.2	NUM
cana-1445	159	8	.	.	PUNCT
cana-1445	160	1	forward	forward	ADJ
cana-1445	160	2	propagation	propagation	NOUN
cana-1445	160	3	:	:	PUNCT
cana-1445	160	4	during	during	ADP
cana-1445	160	5	the	the	DET
cana-1445	160	6	forward	forward	ADJ
cana-1445	160	7	propagation	propagation	NOUN
cana-1445	160	8	phase	phase	NOUN
cana-1445	160	9	,	,	PUNCT
cana-1445	160	10	input	input	NOUN
cana-1445	160	11	data	datum	NOUN
cana-1445	160	12	is	be	AUX
cana-1445	160	13	passed	pass	VERB
cana-1445	160	14	through	through	ADP
cana-1445	160	15	the	the	DET
cana-1445	160	16	network	network	NOUN
cana-1445	160	17	,	,	PUNCT
cana-1445	160	18	and	and	CCONJ
cana-1445	160	19	activations	activation	NOUN
cana-1445	160	20	are	be	AUX
cana-1445	160	21	computed	compute	VERB
cana-1445	160	22	layer	layer	NOUN
cana-1445	160	23	by	by	ADP
cana-1445	160	24	layer	layer	NOUN
cana-1445	160	25	until	until	SCONJ
cana-1445	160	26	the	the	DET
cana-1445	160	27	output	output	NOUN
cana-1445	160	28	is	be	AUX
cana-1445	160	29	generated	generate	VERB
cana-1445	160	30	.	.	PUNCT
cana-1445	161	1	each	each	DET
cana-1445	161	2	layer	layer	NOUN
cana-1445	161	3	computes	compute	VERB
cana-1445	161	4	its	its	PRON
cana-1445	161	5	activation	activation	NOUN
cana-1445	161	6	using	use	VERB
cana-1445	161	7	a	a	DET
cana-1445	161	8	specified	specified	ADJ
cana-1445	161	9	activation	activation	NOUN
cana-1445	161	10	function	function	NOUN
cana-1445	161	11	,	,	PUNCT
cana-1445	161	12	typically	typically	ADV
cana-1445	161	13	a	a	DET
cana-1445	161	14	nonlinear	nonlinear	ADJ
cana-1445	161	15	function	function	NOUN
cana-1445	161	16	like	like	ADP
cana-1445	161	17	relu	relu	NOUN
cana-1445	161	18	(	(	PUNCT
cana-1445	161	19	rectified	rectify	VERB
cana-1445	161	20	linear	linear	NOUN
cana-1445	161	21	unit	unit	NOUN
cana-1445	161	22	)	)	PUNCT
cana-1445	161	23	or	or	CCONJ
cana-1445	161	24	sigmoid	sigmoid	NOUN
cana-1445	161	25	:	:	PUNCT
cana-1445	161	26	the	the	DET
cana-1445	161	27	activation	activation	NOUN
cana-1445	161	28	of	of	ADP
cana-1445	161	29	each	each	DET
cana-1445	161	30	layer	layer	NOUN
cana-1445	161	31	(	(	PUNCT
cana-1445	161	32	h(l	h(l	PROPN
cana-1445	161	33	)	)	PUNCT
cana-1445	161	34	)	)	PUNCT
cana-1445	161	35	is	be	AUX
cana-1445	161	36	computed	compute	VERB
cana-1445	161	37	as	as	ADP
cana-1445	161	38	:	:	PUNCT
cana-1445	161	39	ℎ(𝑙	ℎ(𝑙	NOUN
cana-1445	161	40	)	)	PUNCT
cana-1445	161	41	=	=	PUNCT
cana-1445	162	1	𝑓(𝑙)(𝑤(𝑙)ℎ(𝑙−1	𝑓(𝑙)(𝑤(𝑙)ℎ(𝑙−1	X
cana-1445	162	2	)	)	PUNCT
cana-1445	163	1	+	+	CCONJ
cana-1445	163	2	𝑏(𝑙	𝑏(𝑙	NOUN
cana-1445	163	3	)	)	PUNCT
cana-1445	163	4	)	)	PUNCT
cana-1445	164	1	(	(	PUNCT
cana-1445	164	2	3	3	X
cana-1445	164	3	)	)	PUNCT
cana-1445	164	4	where	where	SCONJ
cana-1445	164	5	f	f	PROPN
cana-1445	165	1	(	(	PUNCT
cana-1445	166	1	l)is	l)is	ADJ
cana-1445	166	2	the	the	DET
cana-1445	166	3	activation	activation	NOUN
cana-1445	166	4	function	function	NOUN
cana-1445	166	5	of	of	ADP
cana-1445	166	6	layer	layer	NOUN
cana-1445	166	7	l	l	NOUN
cana-1445	166	8	and	and	CCONJ
cana-1445	166	9	h(l−1	h(l−1	NOUN
cana-1445	166	10	)	)	PUNCT
cana-1445	166	11	is	be	AUX
cana-1445	166	12	the	the	DET
cana-1445	166	13	activation	activation	NOUN
cana-1445	166	14	of	of	ADP
cana-1445	166	15	the	the	DET
cana-1445	166	16	previous	previous	ADJ
cana-1445	166	17	layer	layer	NOUN
cana-1445	166	18	.	.	PUNCT
cana-1445	167	1	3.3.3	3.3.3	NUM
cana-1445	167	2	.	.	PUNCT
cana-1445	167	3	loss	loss	NOUN
cana-1445	167	4	computation	computation	NOUN
cana-1445	167	5	following	follow	VERB
cana-1445	167	6	the	the	DET
cana-1445	167	7	forward	forward	ADJ
cana-1445	167	8	pass	pass	NOUN
cana-1445	167	9	,	,	PUNCT
cana-1445	167	10	the	the	DET
cana-1445	167	11	network	network	NOUN
cana-1445	167	12	's	's	PART
cana-1445	167	13	output	output	NOUN
cana-1445	167	14	is	be	AUX
cana-1445	167	15	compared	compare	VERB
cana-1445	167	16	with	with	ADP
cana-1445	167	17	the	the	DET
cana-1445	167	18	ground	ground	NOUN
cana-1445	167	19	truth	truth	NOUN
cana-1445	167	20	labels	label	VERB
cana-1445	167	21	to	to	PART
cana-1445	167	22	compute	compute	VERB
cana-1445	167	23	the	the	DET
cana-1445	167	24	loss	loss	NOUN
cana-1445	167	25	function	function	NOUN
cana-1445	167	26	.	.	PUNCT
cana-1445	168	1	the	the	DET
cana-1445	168	2	choice	choice	NOUN
cana-1445	168	3	of	of	ADP
cana-1445	168	4	loss	loss	NOUN
cana-1445	168	5	function	function	NOUN
cana-1445	168	6	depends	depend	VERB
cana-1445	168	7	on	on	ADP
cana-1445	168	8	the	the	DET
cana-1445	168	9	task	task	NOUN
cana-1445	168	10	at	at	ADP
cana-1445	168	11	hand	hand	NOUN
cana-1445	168	12	,	,	PUNCT
cana-1445	168	13	with	with	ADP
cana-1445	168	14	common	common	ADJ
cana-1445	168	15	options	option	NOUN
cana-1445	168	16	including	include	VERB
cana-1445	168	17	mean	mean	ADJ
cana-1445	168	18	squared	square	VERB
cana-1445	168	19	error	error	NOUN
cana-1445	168	20	(	(	PUNCT
cana-1445	168	21	mse	mse	NOUN
cana-1445	168	22	)	)	PUNCT
cana-1445	168	23	for	for	ADP
cana-1445	168	24	regression	regression	NOUN
cana-1445	168	25	tasks	task	NOUN
cana-1445	168	26	and	and	CCONJ
cana-1445	168	27	cross	cross	ADJ
cana-1445	168	28	-	-	ADJ
cana-1445	168	29	entropy	entropy	ADJ
cana-1445	168	30	loss	loss	NOUN
cana-1445	168	31	for	for	ADP
cana-1445	168	32	classification	classification	NOUN
cana-1445	168	33	tasks	task	NOUN
cana-1445	168	34	.	.	PUNCT
cana-1445	169	1	mathematically	mathematically	ADV
cana-1445	169	2	,	,	PUNCT
cana-1445	169	3	the	the	DET
cana-1445	169	4	loss	loss	NOUN
cana-1445	169	5	function	function	NOUN
cana-1445	169	6	l	l	NOUN
cana-1445	169	7	is	be	AUX
cana-1445	169	8	computed	compute	VERB
cana-1445	169	9	as	as	ADP
cana-1445	169	10	:	:	PUNCT
cana-1445	169	11	l	l	NOUN
cana-1445	169	12	=	=	SYM
cana-1445	169	13	1	1	NUM
cana-1445	169	14	n	n	NOUN
cana-1445	169	15	∑	∑	PROPN
cana-1445	169	16	(	(	PUNCT
cana-1445	169	17	yi	yi	NOUN
cana-1445	169	18	−	−	PROPN
cana-1445	169	19	ŷi	ŷi	NUM
cana-1445	169	20	)	)	PUNCT
cana-1445	169	21	2n	2n	NUM
cana-1445	169	22	i=1	i=1	X
cana-1445	169	23	(	(	PUNCT
cana-1445	169	24	4	4	NUM
cana-1445	169	25	)	)	PUNCT
cana-1445	169	26	where	where	SCONJ
cana-1445	169	27	n	n	PRON
cana-1445	169	28	is	be	AUX
cana-1445	169	29	the	the	DET
cana-1445	169	30	number	number	NOUN
cana-1445	169	31	of	of	ADP
cana-1445	169	32	samples	sample	NOUN
cana-1445	169	33	,	,	PUNCT
cana-1445	169	34	yi	yi	PROPN
cana-1445	169	35	is	be	AUX
cana-1445	169	36	the	the	DET
cana-1445	169	37	actual	actual	ADJ
cana-1445	169	38	output	output	NOUN
cana-1445	169	39	,	,	PUNCT
cana-1445	169	40	and	and	CCONJ
cana-1445	169	41	ŷi	ŷi	PROPN
cana-1445	169	42	is	be	AUX
cana-1445	169	43	the	the	DET
cana-1445	169	44	predicted	predict	VERB
cana-1445	169	45	output	output	NOUN
cana-1445	169	46	.	.	PUNCT
cana-1445	170	1	3.3.4	3.3.4	X
cana-1445	170	2	.	.	PUNCT
cana-1445	170	3	back	back	ADJ
cana-1445	170	4	-	-	PUNCT
cana-1445	170	5	propagation	propagation	NOUN
cana-1445	170	6	backpropagation	backpropagation	NOUN
cana-1445	170	7	plays	play	VERB
cana-1445	170	8	a	a	DET
cana-1445	170	9	pivotal	pivotal	ADJ
cana-1445	170	10	role	role	NOUN
cana-1445	170	11	in	in	ADP
cana-1445	170	12	computing	compute	VERB
cana-1445	170	13	the	the	DET
cana-1445	170	14	gradients	gradient	NOUN
cana-1445	170	15	of	of	ADP
cana-1445	170	16	the	the	DET
cana-1445	170	17	loss	loss	NOUN
cana-1445	170	18	function	function	NOUN
cana-1445	170	19	with	with	ADP
cana-1445	170	20	respect	respect	NOUN
cana-1445	170	21	to	to	ADP
cana-1445	170	22	each	each	DET
cana-1445	170	23	parameter	parameter	NOUN
cana-1445	170	24	in	in	ADP
cana-1445	170	25	the	the	DET
cana-1445	170	26	network	network	NOUN
cana-1445	170	27	.	.	PUNCT
cana-1445	171	1	these	these	DET
cana-1445	171	2	gradients	gradient	NOUN
cana-1445	171	3	are	be	AUX
cana-1445	171	4	essential	essential	ADJ
cana-1445	171	5	for	for	ADP
cana-1445	171	6	updating	update	VERB
cana-1445	171	7	the	the	DET
cana-1445	171	8	parameters	parameter	NOUN
cana-1445	171	9	in	in	ADP
cana-1445	171	10	the	the	DET
cana-1445	171	11	direction	direction	NOUN
cana-1445	171	12	that	that	PRON
cana-1445	171	13	minimizes	minimize	VERB
cana-1445	171	14	the	the	DET
cana-1445	171	15	loss	loss	NOUN
cana-1445	171	16	.	.	PUNCT
cana-1445	172	1	the	the	DET
cana-1445	172	2	gradients	gradient	NOUN
cana-1445	172	3	are	be	AUX
cana-1445	172	4	computed	compute	VERB
cana-1445	172	5	recursively	recursively	ADV
cana-1445	172	6	,	,	PUNCT
cana-1445	172	7	starting	start	VERB
cana-1445	172	8	from	from	ADP
cana-1445	172	9	the	the	DET
cana-1445	172	10	output	output	NOUN
cana-1445	172	11	layer	layer	NOUN
cana-1445	172	12	and	and	CCONJ
cana-1445	172	13	propagating	propagate	VERB
cana-1445	172	14	backward	backward	ADV
cana-1445	172	15	through	through	ADP
cana-1445	172	16	the	the	DET
cana-1445	172	17	network	network	NOUN
cana-1445	172	18	.	.	PUNCT
cana-1445	173	1	mathematically	mathematically	ADV
cana-1445	173	2	,	,	PUNCT
cana-1445	173	3	the	the	DET
cana-1445	173	4	gradients	gradient	NOUN
cana-1445	173	5	of	of	ADP
cana-1445	173	6	the	the	DET
cana-1445	173	7	loss	loss	NOUN
cana-1445	173	8	function	function	NOUN
cana-1445	173	9	l	l	NOUN
cana-1445	173	10	with	with	ADP
cana-1445	173	11	respect	respect	NOUN
cana-1445	173	12	to	to	ADP
cana-1445	173	13	the	the	DET
cana-1445	173	14	parameters	parameter	NOUN
cana-1445	173	15	w	w	PROPN
cana-1445	173	16	and	and	CCONJ
cana-1445	173	17	b	b	PROPN
cana-1445	173	18	are	be	AUX
cana-1445	173	19	computed	compute	VERB
cana-1445	173	20	using	use	VERB
cana-1445	173	21	the	the	DET
cana-1445	173	22	chain	chain	NOUN
cana-1445	173	23	rule	rule	NOUN
cana-1445	173	24	of	of	ADP
cana-1445	173	25	calculus	calculus	NOUN
cana-1445	173	26	.	.	PUNCT
cana-1445	174	1	𝜕𝐿	𝜕𝐿	PART
cana-1445	174	2	𝜕𝑊(𝑙	𝜕𝑊(𝑙	NOUN
cana-1445	174	3	)	)	PUNCT
cana-1445	175	1	=	=	SYM
cana-1445	175	2	𝜕𝐿	𝜕𝐿	PROPN
cana-1445	175	3	𝜕ℎ(𝑙	𝜕ℎ(𝑙	NOUN
cana-1445	175	4	)	)	PUNCT
cana-1445	175	5	𝜕ℎ(𝑙	𝜕ℎ(𝑙	NOUN
cana-1445	175	6	)	)	PUNCT
cana-1445	175	7	𝜕𝑊(𝑙	𝜕𝑊(𝑙	NOUN
cana-1445	175	8	)	)	PUNCT
cana-1445	175	9	(	(	PUNCT
cana-1445	175	10	5	5	X
cana-1445	175	11	)	)	PUNCT
cana-1445	175	12	𝜕𝐿	𝜕𝐿	PART
cana-1445	175	13	𝜕𝑏(𝑙	𝜕𝑏(𝑙	ADJ
cana-1445	175	14	)	)	PUNCT
cana-1445	176	1	=	=	PUNCT
cana-1445	176	2	𝜕𝐿	𝜕𝐿	PROPN
cana-1445	176	3	𝜕ℎ(𝑙	𝜕ℎ(𝑙	NOUN
cana-1445	176	4	)	)	PUNCT
cana-1445	176	5	𝜕ℎ(𝑙	𝜕ℎ(𝑙	PROPN
cana-1445	176	6	)	)	PUNCT
cana-1445	176	7	𝜕𝑏(𝑙	𝜕𝑏(𝑙	PROPN
cana-1445	176	8	)	)	PUNCT
cana-1445	176	9	(	(	PUNCT
cana-1445	176	10	6	6	NUM
cana-1445	176	11	)	)	PUNCT
cana-1445	176	12	3.3.5	3.3.5	NOUN
cana-1445	176	13	.	.	PUNCT
cana-1445	177	1	optimization	optimization	NOUN
cana-1445	177	2	in	in	ADP
cana-1445	177	3	lnn	lnn	PROPN
cana-1445	177	4	gradient	gradient	ADJ
cana-1445	177	5	descent	descent	NOUN
cana-1445	177	6	optimization	optimization	NOUN
cana-1445	177	7	is	be	AUX
cana-1445	177	8	a	a	DET
cana-1445	177	9	fundamental	fundamental	ADJ
cana-1445	177	10	component	component	NOUN
cana-1445	177	11	of	of	ADP
cana-1445	177	12	training	training	NOUN
cana-1445	177	13	neural	neural	ADJ
cana-1445	177	14	networks	network	NOUN
cana-1445	177	15	,	,	PUNCT
cana-1445	177	16	including	include	VERB
cana-1445	177	17	liquid	liquid	ADJ
cana-1445	177	18	neural	neural	ADJ
cana-1445	177	19	networks	network	NOUN
cana-1445	177	20	(	(	PUNCT
cana-1445	177	21	lnns	lnns	ADJ
cana-1445	177	22	)	)	PUNCT
cana-1445	177	23	.	.	PUNCT
cana-1445	178	1	the	the	DET
cana-1445	178	2	goal	goal	NOUN
cana-1445	178	3	of	of	ADP
cana-1445	178	4	optimization	optimization	NOUN
cana-1445	178	5	is	be	AUX
cana-1445	178	6	to	to	PART
cana-1445	178	7	minimize	minimize	VERB
cana-1445	178	8	the	the	DET
cana-1445	178	9	loss	loss	NOUN
cana-1445	178	10	function	function	NOUN
cana-1445	178	11	by	by	ADP
cana-1445	178	12	iteratively	iteratively	ADV
cana-1445	178	13	updating	update	VERB
cana-1445	178	14	the	the	DET
cana-1445	178	15	network	network	NOUN
cana-1445	178	16	parameters	parameter	NOUN
cana-1445	178	17	in	in	ADP
cana-1445	178	18	the	the	DET
cana-1445	178	19	direction	direction	NOUN
cana-1445	178	20	of	of	ADP
cana-1445	178	21	steepest	steep	ADJ
cana-1445	178	22	descent	descent	NOUN
cana-1445	178	23	of	of	ADP
cana-1445	178	24	the	the	DET
cana-1445	178	25	loss	loss	NOUN
cana-1445	178	26	surface	surface	NOUN
cana-1445	178	27	.	.	PUNCT
cana-1445	179	1	once	once	SCONJ
cana-1445	179	2	the	the	DET
cana-1445	179	3	gradients	gradient	NOUN
cana-1445	179	4	are	be	AUX
cana-1445	179	5	computed	compute	VERB
cana-1445	179	6	,	,	PUNCT
cana-1445	179	7	the	the	DET
cana-1445	179	8	parameters	parameter	NOUN
cana-1445	179	9	of	of	ADP
cana-1445	179	10	the	the	DET
cana-1445	179	11	network	network	NOUN
cana-1445	179	12	are	be	AUX
cana-1445	179	13	updated	update	VERB
cana-1445	179	14	using	use	VERB
cana-1445	179	15	an	an	DET
cana-1445	179	16	optimization	optimization	NOUN
cana-1445	179	17	algorithm	algorithm	NOUN
cana-1445	179	18	such	such	ADJ
cana-1445	179	19	as	as	ADP
cana-1445	179	20	stochastic	stochastic	ADJ
cana-1445	179	21	gradient	gradient	ADJ
cana-1445	179	22	descent	descent	NOUN
cana-1445	179	23	(	(	PUNCT
cana-1445	179	24	sgd	sgd	PROPN
cana-1445	179	25	)	)	PUNCT
cana-1445	179	26	,	,	PUNCT
cana-1445	179	27	which	which	PRON
cana-1445	179	28	updates	update	VERB
cana-1445	179	29	the	the	DET
cana-1445	179	30	parameters	parameter	NOUN
cana-1445	179	31	based	base	VERB
cana-1445	179	32	on	on	ADP
cana-1445	179	33	the	the	DET
cana-1445	179	34	gradients	gradient	NOUN
cana-1445	179	35	computed	compute	VERB
cana-1445	179	36	from	from	ADP
cana-1445	179	37	a	a	DET
cana-1445	179	38	random	random	ADJ
cana-1445	179	39	subset	subset	NOUN
cana-1445	179	40	of	of	ADP
cana-1445	179	41	the	the	DET
cana-1445	179	42	training	training	NOUN
cana-1445	179	43	data	datum	NOUN
cana-1445	179	44	.	.	PUNCT
cana-1445	180	1	the	the	DET
cana-1445	180	2	parameters	parameter	NOUN
cana-1445	180	3	are	be	AUX
cana-1445	180	4	adjusted	adjust	VERB
cana-1445	180	5	in	in	ADP
cana-1445	180	6	the	the	DET
cana-1445	180	7	direction	direction	NOUN
cana-1445	180	8	that	that	PRON
cana-1445	180	9	minimizes	minimize	VERB
cana-1445	180	10	the	the	DET
cana-1445	180	11	loss	loss	NOUN
cana-1445	180	12	function	function	NOUN
cana-1445	180	13	,	,	PUNCT
cana-1445	180	14	scaled	scale	VERB
cana-1445	180	15	by	by	ADP
cana-1445	180	16	a	a	DET
cana-1445	180	17	learning	learning	NOUN
cana-1445	180	18	rate	rate	NOUN
cana-1445	180	19	(	(	PUNCT
cana-1445	180	20	α	α	NOUN
cana-1445	180	21	)	)	PUNCT
cana-1445	180	22	.	.	PUNCT
cana-1445	181	1	communications	communication	NOUN
cana-1445	181	2	on	on	ADP
cana-1445	181	3	applied	apply	VERB
cana-1445	181	4	nonlinear	nonlinear	ADJ
cana-1445	181	5	analysis	analysis	NOUN
cana-1445	181	6	issn	issn	NOUN
cana-1445	181	7	:	:	PUNCT
cana-1445	181	8	1074	1074	NUM
cana-1445	181	9	-	-	PUNCT
cana-1445	181	10	133x	133x	NUM
cana-1445	181	11	vol	vol	NOUN
cana-1445	181	12	31	31	NUM
cana-1445	181	13	no	no	NOUN
cana-1445	181	14	.	.	PUNCT
cana-1445	182	1	8s	8s	PROPN
cana-1445	182	2	(	(	PUNCT
cana-1445	182	3	2024	2024	NUM
cana-1445	182	4	)	)	PUNCT
cana-1445	182	5	33	33	NUM
cana-1445	183	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	183	2	𝑊𝑛𝑒𝑤	𝑊𝑛𝑒𝑤	PROPN
cana-1445	183	3	(	(	PUNCT
cana-1445	183	4	𝑙	𝑙	NOUN
cana-1445	183	5	)	)	PUNCT
cana-1445	183	6	=	=	SYM
cana-1445	183	7	𝑊𝑜𝑙𝑑	𝑊𝑜𝑙𝑑	PROPN
cana-1445	183	8	(	(	PUNCT
cana-1445	183	9	𝑙	𝑙	NOUN
cana-1445	183	10	)	)	PUNCT
cana-1445	183	11	−	−	PROPN
cana-1445	184	1	α	α	PROPN
cana-1445	184	2	𝜕𝐿	𝜕𝐿	PROPN
cana-1445	184	3	𝜕𝑊(𝑙	𝜕𝑊(𝑙	NOUN
cana-1445	184	4	)	)	PUNCT
cana-1445	184	5	(	(	PUNCT
cana-1445	184	6	7	7	X
cana-1445	184	7	)	)	PUNCT
cana-1445	184	8	𝑏𝑛𝑒𝑤	𝑏𝑛𝑒𝑤	NOUN
cana-1445	184	9	(	(	PUNCT
cana-1445	184	10	𝑙	𝑙	X
cana-1445	184	11	)	)	PUNCT
cana-1445	184	12	=	=	PRON
cana-1445	185	1	𝑏𝑜𝑙𝑑	𝑏𝑜𝑙𝑑	ADJ
cana-1445	185	2	(	(	PUNCT
cana-1445	185	3	𝑙	𝑙	NOUN
cana-1445	185	4	)	)	PUNCT
cana-1445	185	5	−	−	PROPN
cana-1445	185	6	α	α	PRON
cana-1445	185	7	𝜕𝐿	𝜕𝐿	PROPN
cana-1445	185	8	𝜕𝑏(𝑙	𝜕𝑏(𝑙	PROPN
cana-1445	185	9	)	)	PUNCT
cana-1445	185	10	(	(	PUNCT
cana-1445	185	11	8)	8)	NUM
cana-1445	185	12	the	the	DET
cana-1445	185	13	entire	entire	ADJ
cana-1445	185	14	process	process	NOUN
cana-1445	185	15	of	of	ADP
cana-1445	185	16	forward	forward	ADJ
cana-1445	185	17	propagation	propagation	NOUN
cana-1445	185	18	,	,	PUNCT
cana-1445	185	19	loss	loss	NOUN
cana-1445	185	20	computation	computation	NOUN
cana-1445	185	21	,	,	PUNCT
cana-1445	185	22	backpropagation	backpropagation	NOUN
cana-1445	185	23	,	,	PUNCT
cana-1445	185	24	and	and	CCONJ
cana-1445	185	25	parameter	parameter	NOUN
cana-1445	185	26	update	update	NOUN
cana-1445	185	27	is	be	AUX
cana-1445	185	28	repeated	repeat	VERB
cana-1445	185	29	iteratively	iteratively	ADV
cana-1445	185	30	for	for	ADP
cana-1445	185	31	multiple	multiple	ADJ
cana-1445	185	32	epochs	epoch	NOUN
cana-1445	185	33	until	until	SCONJ
cana-1445	185	34	a	a	DET
cana-1445	185	35	convergence	convergence	NOUN
cana-1445	185	36	criterion	criterion	NOUN
cana-1445	185	37	is	be	AUX
cana-1445	185	38	met	meet	VERB
cana-1445	185	39	.	.	PUNCT
cana-1445	186	1	each	each	DET
cana-1445	186	2	iteration	iteration	NOUN
cana-1445	186	3	allows	allow	VERB
cana-1445	186	4	the	the	DET
cana-1445	186	5	network	network	NOUN
cana-1445	186	6	to	to	PART
cana-1445	186	7	gradually	gradually	ADV
cana-1445	186	8	learn	learn	VERB
cana-1445	186	9	from	from	ADP
cana-1445	186	10	the	the	DET
cana-1445	186	11	data	datum	NOUN
cana-1445	186	12	and	and	CCONJ
cana-1445	186	13	adjust	adjust	VERB
cana-1445	186	14	its	its	PRON
cana-1445	186	15	parameters	parameter	NOUN
cana-1445	186	16	to	to	PART
cana-1445	186	17	improve	improve	VERB
cana-1445	186	18	its	its	PRON
cana-1445	186	19	predictive	predictive	ADJ
cana-1445	186	20	performance	performance	NOUN
cana-1445	186	21	.	.	PUNCT
cana-1445	187	1	3.4	3.4	NUM
cana-1445	187	2	.	.	PUNCT
cana-1445	187	3	real	real	ADJ
cana-1445	187	4	-	-	PUNCT
cana-1445	187	5	time	time	NOUN
cana-1445	187	6	analysis	analysis	NOUN
cana-1445	187	7	and	and	CCONJ
cana-1445	187	8	prediction	prediction	NOUN
cana-1445	187	9	upon	upon	SCONJ
cana-1445	187	10	completion	completion	NOUN
cana-1445	187	11	of	of	ADP
cana-1445	187	12	the	the	DET
cana-1445	187	13	training	training	NOUN
cana-1445	187	14	phase	phase	NOUN
cana-1445	187	15	,	,	PUNCT
cana-1445	187	16	the	the	DET
cana-1445	187	17	liquid	liquid	ADJ
cana-1445	187	18	neural	neural	ADJ
cana-1445	187	19	network	network	NOUN
cana-1445	187	20	(	(	PUNCT
cana-1445	187	21	lnn	lnn	PROPN
cana-1445	187	22	)	)	PUNCT
cana-1445	187	23	model	model	NOUN
cana-1445	187	24	is	be	AUX
cana-1445	187	25	ready	ready	ADJ
cana-1445	187	26	to	to	PART
cana-1445	187	27	be	be	AUX
cana-1445	187	28	deployed	deploy	VERB
cana-1445	187	29	for	for	ADP
cana-1445	187	30	real	real	ADJ
cana-1445	187	31	-	-	PUNCT
cana-1445	187	32	time	time	NOUN
cana-1445	187	33	analysis	analysis	NOUN
cana-1445	187	34	and	and	CCONJ
cana-1445	187	35	prediction	prediction	NOUN
cana-1445	187	36	of	of	ADP
cana-1445	187	37	energy	energy	NOUN
cana-1445	187	38	consumption	consumption	NOUN
cana-1445	187	39	patterns	pattern	NOUN
cana-1445	187	40	based	base	VERB
cana-1445	187	41	on	on	ADP
cana-1445	187	42	incoming	incoming	ADJ
cana-1445	187	43	smart	smart	ADJ
cana-1445	187	44	meter	meter	NOUN
cana-1445	187	45	data	datum	NOUN
cana-1445	187	46	.	.	PUNCT
cana-1445	188	1	as	as	SCONJ
cana-1445	188	2	new	new	ADJ
cana-1445	188	3	readings	reading	NOUN
cana-1445	188	4	are	be	AUX
cana-1445	188	5	received	receive	VERB
cana-1445	188	6	from	from	ADP
cana-1445	188	7	smart	smart	ADJ
cana-1445	188	8	meters	meter	NOUN
cana-1445	188	9	,	,	PUNCT
cana-1445	188	10	the	the	DET
cana-1445	188	11	lnn	lnn	NOUN
cana-1445	188	12	model	model	NOUN
cana-1445	188	13	processes	process	VERB
cana-1445	188	14	this	this	DET
cana-1445	188	15	data	datum	NOUN
cana-1445	188	16	through	through	ADP
cana-1445	188	17	its	its	PRON
cana-1445	188	18	liquid	liquid	ADJ
cana-1445	188	19	state	state	NOUN
cana-1445	188	20	,	,	PUNCT
cana-1445	188	21	extracting	extract	VERB
cana-1445	188	22	temporal	temporal	ADJ
cana-1445	188	23	dependencies	dependency	NOUN
cana-1445	188	24	and	and	CCONJ
cana-1445	188	25	identifying	identify	VERB
cana-1445	188	26	intricate	intricate	ADJ
cana-1445	188	27	patterns	pattern	NOUN
cana-1445	188	28	in	in	ADP
cana-1445	188	29	energy	energy	NOUN
cana-1445	188	30	consumption	consumption	NOUN
cana-1445	188	31	.	.	PUNCT
cana-1445	189	1	the	the	DET
cana-1445	189	2	model	model	NOUN
cana-1445	189	3	's	's	PART
cana-1445	189	4	architecture	architecture	NOUN
cana-1445	189	5	allows	allow	VERB
cana-1445	189	6	it	it	PRON
cana-1445	189	7	to	to	PART
cana-1445	189	8	capture	capture	VERB
cana-1445	189	9	complex	complex	ADJ
cana-1445	189	10	relationships	relationship	NOUN
cana-1445	189	11	between	between	ADP
cana-1445	189	12	various	various	ADJ
cana-1445	189	13	factors	factor	NOUN
cana-1445	189	14	influencing	influence	VERB
cana-1445	189	15	energy	energy	NOUN
cana-1445	189	16	usage	usage	NOUN
cana-1445	189	17	,	,	PUNCT
cana-1445	189	18	such	such	ADJ
cana-1445	189	19	as	as	ADP
cana-1445	189	20	time	time	NOUN
cana-1445	189	21	of	of	ADP
cana-1445	189	22	day	day	NOUN
cana-1445	189	23	,	,	PUNCT
cana-1445	189	24	weather	weather	NOUN
cana-1445	189	25	conditions	condition	NOUN
cana-1445	189	26	,	,	PUNCT
cana-1445	189	27	and	and	CCONJ
cana-1445	189	28	user	user	NOUN
cana-1445	189	29	behavior	behavior	NOUN
cana-1445	189	30	.	.	PUNCT
cana-1445	190	1	mathematically	mathematically	ADV
cana-1445	190	2	,	,	PUNCT
cana-1445	190	3	the	the	DET
cana-1445	190	4	process	process	NOUN
cana-1445	190	5	of	of	ADP
cana-1445	190	6	real	real	ADJ
cana-1445	190	7	-	-	PUNCT
cana-1445	190	8	time	time	NOUN
cana-1445	190	9	analysis	analysis	NOUN
cana-1445	190	10	and	and	CCONJ
cana-1445	190	11	prediction	prediction	NOUN
cana-1445	190	12	involves	involve	VERB
cana-1445	190	13	feeding	feed	VERB
cana-1445	190	14	the	the	DET
cana-1445	190	15	incoming	incoming	ADJ
cana-1445	190	16	smart	smart	ADJ
cana-1445	190	17	meter	meter	NOUN
cana-1445	190	18	data	datum	NOUN
cana-1445	190	19	x	x	PUNCT
cana-1445	190	20	into	into	ADP
cana-1445	190	21	the	the	DET
cana-1445	190	22	trained	train	VERB
cana-1445	190	23	lnn	lnn	NOUN
cana-1445	190	24	model	model	NOUN
cana-1445	190	25	,	,	PUNCT
cana-1445	190	26	which	which	PRON
cana-1445	190	27	generates	generate	VERB
cana-1445	190	28	predictions	prediction	NOUN
cana-1445	190	29	ŷ	ŷ	NUM
cana-1445	190	30	for	for	ADP
cana-1445	190	31	future	future	ADJ
cana-1445	190	32	energy	energy	NOUN
cana-1445	190	33	demand	demand	NOUN
cana-1445	190	34	.	.	PUNCT
cana-1445	191	1	θ	θ	PROPN
cana-1445	191	2	represents	represent	VERB
cana-1445	191	3	the	the	DET
cana-1445	191	4	parameters	parameter	NOUN
cana-1445	191	5	of	of	ADP
cana-1445	191	6	the	the	DET
cana-1445	191	7	trained	train	VERB
cana-1445	191	8	lnn	lnn	NOUN
cana-1445	191	9	model	model	NOUN
cana-1445	191	10	.	.	PUNCT
cana-1445	192	1	the	the	DET
cana-1445	192	2	f	f	PROPN
cana-1445	192	3	is	be	AUX
cana-1445	192	4	the	the	DET
cana-1445	192	5	function	function	NOUN
cana-1445	192	6	representing	represent	VERB
cana-1445	192	7	the	the	DET
cana-1445	192	8	prediction	prediction	NOUN
cana-1445	192	9	process	process	NOUN
cana-1445	192	10	can	can	AUX
cana-1445	192	11	be	be	AUX
cana-1445	192	12	represented	represent	VERB
cana-1445	192	13	as	as	SCONJ
cana-1445	192	14	follows	follow	VERB
cana-1445	192	15	:	:	PUNCT
cana-1445	192	16	�	�	PROPN
cana-1445	192	17	̂	̂	VERB
cana-1445	192	18	�	�	NOUN
cana-1445	192	19	=	=	SYM
cana-1445	192	20	𝑓(𝑋	𝑓(𝑋	PROPN
cana-1445	192	21	,	,	PUNCT
cana-1445	192	22	𝜃	𝜃	NOUN
cana-1445	192	23	)	)	PUNCT
cana-1445	192	24	(	(	PUNCT
cana-1445	192	25	9	9	NUM
cana-1445	192	26	)	)	PUNCT
cana-1445	192	27	by	by	ADP
cana-1445	192	28	leveraging	leverage	VERB
cana-1445	192	29	the	the	DET
cana-1445	192	30	temporal	temporal	ADJ
cana-1445	192	31	dynamics	dynamic	NOUN
cana-1445	192	32	captured	capture	VERB
cana-1445	192	33	by	by	ADP
cana-1445	192	34	the	the	DET
cana-1445	192	35	lnn	lnn	PROPN
cana-1445	192	36	model	model	NOUN
cana-1445	192	37	,	,	PUNCT
cana-1445	192	38	utilities	utility	NOUN
cana-1445	192	39	can	can	AUX
cana-1445	192	40	anticipate	anticipate	VERB
cana-1445	192	41	fluctuations	fluctuation	NOUN
cana-1445	192	42	in	in	ADP
cana-1445	192	43	energy	energy	NOUN
cana-1445	192	44	consumption	consumption	NOUN
cana-1445	192	45	and	and	CCONJ
cana-1445	192	46	adjust	adjust	VERB
cana-1445	192	47	supply	supply	NOUN
cana-1445	192	48	accordingly	accordingly	ADV
cana-1445	192	49	,	,	PUNCT
cana-1445	192	50	ensuring	ensure	VERB
cana-1445	192	51	efficient	efficient	ADJ
cana-1445	192	52	resource	resource	NOUN
cana-1445	192	53	allocation	allocation	NOUN
cana-1445	192	54	and	and	CCONJ
cana-1445	192	55	grid	grid	NOUN
cana-1445	192	56	stability	stability	NOUN
cana-1445	192	57	in	in	ADP
cana-1445	192	58	real	real	ADJ
cana-1445	192	59	-	-	PUNCT
cana-1445	192	60	time	time	NOUN
cana-1445	192	61	.	.	PUNCT
cana-1445	193	1	3.5	3.5	NUM
cana-1445	193	2	.	.	PUNCT
cana-1445	194	1	real	real	ADJ
cana-1445	194	2	-	-	PUNCT
cana-1445	194	3	time	time	NOUN
cana-1445	194	4	analysis	analysis	NOUN
cana-1445	194	5	and	and	CCONJ
cana-1445	194	6	prediction	prediction	NOUN
cana-1445	194	7	in	in	ADP
cana-1445	194	8	addition	addition	NOUN
cana-1445	194	9	to	to	ADP
cana-1445	194	10	energy	energy	NOUN
cana-1445	194	11	demand	demand	NOUN
cana-1445	194	12	forecasting	forecasting	NOUN
cana-1445	194	13	,	,	PUNCT
cana-1445	194	14	intellimeter	intellimeter	NOUN
cana-1445	194	15	incorporates	incorporate	VERB
cana-1445	194	16	robust	robust	ADJ
cana-1445	194	17	anomaly	anomaly	NOUN
cana-1445	194	18	detection	detection	NOUN
cana-1445	194	19	mechanisms	mechanism	NOUN
cana-1445	194	20	to	to	PART
cana-1445	194	21	identify	identify	VERB
cana-1445	194	22	unusual	unusual	ADJ
cana-1445	194	23	patterns	pattern	NOUN
cana-1445	194	24	or	or	CCONJ
cana-1445	194	25	events	event	NOUN
cana-1445	194	26	in	in	ADP
cana-1445	194	27	smart	smart	ADJ
cana-1445	194	28	meter	meter	NOUN
cana-1445	194	29	data	datum	NOUN
cana-1445	194	30	.	.	PUNCT
cana-1445	195	1	anomalies	anomaly	NOUN
cana-1445	195	2	,	,	PUNCT
cana-1445	195	3	such	such	ADJ
cana-1445	195	4	as	as	ADP
cana-1445	195	5	sudden	sudden	ADJ
cana-1445	195	6	spikes	spike	NOUN
cana-1445	195	7	or	or	CCONJ
cana-1445	195	8	drops	drop	NOUN
cana-1445	195	9	in	in	ADP
cana-1445	195	10	energy	energy	NOUN
cana-1445	195	11	consumption	consumption	NOUN
cana-1445	195	12	,	,	PUNCT
cana-1445	195	13	may	may	AUX
cana-1445	195	14	indicate	indicate	VERB
cana-1445	195	15	equipment	equipment	NOUN
cana-1445	195	16	malfunctions	malfunction	NOUN
cana-1445	195	17	,	,	PUNCT
cana-1445	195	18	tampering	tamper	VERB
cana-1445	195	19	,	,	PUNCT
cana-1445	195	20	or	or	CCONJ
cana-1445	195	21	other	other	ADJ
cana-1445	195	22	irregularities	irregularity	NOUN
cana-1445	195	23	that	that	PRON
cana-1445	195	24	require	require	VERB
cana-1445	195	25	immediate	immediate	ADJ
cana-1445	195	26	attention	attention	NOUN
cana-1445	195	27	.	.	PUNCT
cana-1445	196	1	to	to	PART
cana-1445	196	2	detect	detect	VERB
cana-1445	196	3	anomalies	anomaly	NOUN
cana-1445	196	4	,	,	PUNCT
cana-1445	196	5	the	the	DET
cana-1445	196	6	lnn	lnn	NOUN
cana-1445	196	7	model	model	NOUN
cana-1445	196	8	compares	compare	VERB
cana-1445	196	9	the	the	DET
cana-1445	196	10	incoming	incoming	ADJ
cana-1445	196	11	data	datum	NOUN
cana-1445	196	12	to	to	ADP
cana-1445	196	13	expected	expect	VERB
cana-1445	196	14	consumption	consumption	NOUN
cana-1445	196	15	patterns	pattern	NOUN
cana-1445	196	16	and	and	CCONJ
cana-1445	196	17	triggers	trigger	NOUN
cana-1445	196	18	alerts	alert	NOUN
cana-1445	196	19	or	or	CCONJ
cana-1445	196	20	automated	automate	VERB
cana-1445	196	21	interventions	intervention	NOUN
cana-1445	196	22	when	when	SCONJ
cana-1445	196	23	deviations	deviation	NOUN
cana-1445	196	24	are	be	AUX
cana-1445	196	25	detected	detect	VERB
cana-1445	196	26	.	.	PUNCT
cana-1445	197	1	mathematically	mathematically	ADV
cana-1445	197	2	,	,	PUNCT
cana-1445	197	3	anomaly	anomaly	NOUN
cana-1445	197	4	detection	detection	NOUN
cana-1445	197	5	involves	involve	VERB
cana-1445	197	6	analyzing	analyze	VERB
cana-1445	197	7	the	the	DET
cana-1445	197	8	difference	difference	NOUN
cana-1445	197	9	between	between	ADP
cana-1445	197	10	the	the	DET
cana-1445	197	11	predicted	predict	VERB
cana-1445	197	12	energy	energy	NOUN
cana-1445	197	13	demand	demand	NOUN
cana-1445	197	14	�	�	PROPN
cana-1445	197	15	̂	̂	NOUN
cana-1445	197	16	�	�	PROPN
cana-1445	197	17	and	and	CCONJ
cana-1445	197	18	the	the	DET
cana-1445	197	19	actual	actual	ADJ
cana-1445	197	20	energy	energy	NOUN
cana-1445	197	21	consumption	consumption	NOUN
cana-1445	197	22	y.	y.	NOUN
cana-1445	198	1	if	if	SCONJ
cana-1445	198	2	the	the	DET
cana-1445	198	3	deviation	deviation	NOUN
cana-1445	198	4	exceeds	exceed	VERB
cana-1445	198	5	a	a	DET
cana-1445	198	6	certain	certain	ADJ
cana-1445	198	7	threshold	threshold	NOUN
cana-1445	198	8	,	,	PUNCT
cana-1445	198	9	an	an	DET
cana-1445	198	10	anomaly	anomaly	NOUN
cana-1445	198	11	is	be	AUX
cana-1445	198	12	flagged	flag	VERB
cana-1445	198	13	,	,	PUNCT
cana-1445	198	14	and	and	CCONJ
cana-1445	198	15	appropriate	appropriate	ADJ
cana-1445	198	16	actions	action	NOUN
cana-1445	198	17	are	be	AUX
cana-1445	198	18	taken	take	VERB
cana-1445	198	19	.	.	PUNCT
cana-1445	199	1	the	the	DET
cana-1445	199	2	anomaly	anomaly	NOUN
cana-1445	199	3	detection	detection	NOUN
cana-1445	199	4	process	process	NOUN
cana-1445	199	5	can	can	AUX
cana-1445	199	6	be	be	AUX
cana-1445	199	7	represented	represent	VERB
cana-1445	199	8	as	as	SCONJ
cana-1445	199	9	follows	follow	VERB
cana-1445	199	10	:	:	PUNCT
cana-1445	199	11	anomaly	anomaly	PROPN
cana-1445	200	1	=	=	PUNCT
cana-1445	200	2	{	{	PUNCT
cana-1445	200	3	1	1	NUM
cana-1445	200	4	0	0	NUM
cana-1445	200	5	𝑖𝑓|𝑌−	𝑖𝑓|𝑌−	PROPN
cana-1445	200	6	�	�	PROPN
cana-1445	200	7	̂	̂	NOUN
cana-1445	200	8	�	�	NOUN
cana-1445	200	9	|	|	NOUN
cana-1445	200	10	>	>	X
cana-1445	200	11	𝑇ℎ𝑟𝑒𝑠𝑜𝑙𝑑	𝑇ℎ𝑟𝑒𝑠𝑜𝑙𝑑	PROPN
cana-1445	200	12	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	NOUN
cana-1445	200	13	(	(	PUNCT
cana-1445	200	14	10	10	NUM
cana-1445	200	15	)	)	PUNCT
cana-1445	200	16	continuous	continuous	ADJ
cana-1445	200	17	monitoring	monitoring	NOUN
cana-1445	200	18	and	and	CCONJ
cana-1445	200	19	detection	detection	NOUN
cana-1445	200	20	of	of	ADP
cana-1445	200	21	anomalies	anomaly	NOUN
cana-1445	200	22	enable	enable	VERB
cana-1445	200	23	intellimeter	intellimeter	NOUN
cana-1445	200	24	to	to	PART
cana-1445	200	25	proactively	proactively	ADV
cana-1445	200	26	identify	identify	VERB
cana-1445	200	27	and	and	CCONJ
cana-1445	200	28	address	address	VERB
cana-1445	200	29	issues	issue	NOUN
cana-1445	200	30	,	,	PUNCT
cana-1445	200	31	ensuring	ensure	VERB
cana-1445	200	32	the	the	DET
cana-1445	200	33	reliability	reliability	NOUN
cana-1445	200	34	and	and	CCONJ
cana-1445	200	35	integrity	integrity	NOUN
cana-1445	200	36	of	of	ADP
cana-1445	200	37	the	the	DET
cana-1445	200	38	energy	energy	NOUN
cana-1445	200	39	supply	supply	NOUN
cana-1445	200	40	.	.	PUNCT
cana-1445	201	1	communications	communication	NOUN
cana-1445	201	2	on	on	ADP
cana-1445	201	3	applied	apply	VERB
cana-1445	201	4	nonlinear	nonlinear	ADJ
cana-1445	201	5	analysis	analysis	NOUN
cana-1445	201	6	issn	issn	NOUN
cana-1445	201	7	:	:	PUNCT
cana-1445	201	8	1074	1074	NUM
cana-1445	201	9	-	-	PUNCT
cana-1445	201	10	133x	133x	NUM
cana-1445	201	11	vol	vol	NOUN
cana-1445	201	12	31	31	NUM
cana-1445	201	13	no	no	NOUN
cana-1445	201	14	.	.	PUNCT
cana-1445	202	1	8s	8s	PROPN
cana-1445	202	2	(	(	PUNCT
cana-1445	202	3	2024	2024	NUM
cana-1445	202	4	)	)	PUNCT
cana-1445	202	5	34	34	NUM
cana-1445	202	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	202	7	3.6	3.6	NUM
cana-1445	202	8	.	.	PUNCT
cana-1445	202	9	continuous	continuous	ADJ
cana-1445	202	10	learning	learning	NOUN
cana-1445	202	11	and	and	CCONJ
cana-1445	202	12	adaptation	adaptation	NOUN
cana-1445	202	13	intellimeter	intellimeter	NOUN
cana-1445	202	14	is	be	AUX
cana-1445	202	15	equipped	equip	VERB
cana-1445	202	16	with	with	ADP
cana-1445	202	17	the	the	DET
cana-1445	202	18	capability	capability	NOUN
cana-1445	202	19	for	for	ADP
cana-1445	202	20	continuous	continuous	ADJ
cana-1445	202	21	learning	learning	NOUN
cana-1445	202	22	and	and	CCONJ
cana-1445	202	23	adaptation	adaptation	NOUN
cana-1445	202	24	to	to	ADP
cana-1445	202	25	changing	change	VERB
cana-1445	202	26	conditions	condition	NOUN
cana-1445	202	27	in	in	ADP
cana-1445	202	28	the	the	DET
cana-1445	202	29	electrical	electrical	ADJ
cana-1445	202	30	grid	grid	NOUN
cana-1445	202	31	.	.	PUNCT
cana-1445	203	1	as	as	SCONJ
cana-1445	203	2	new	new	ADJ
cana-1445	203	3	data	datum	NOUN
cana-1445	203	4	becomes	become	VERB
cana-1445	203	5	available	available	ADJ
cana-1445	203	6	,	,	PUNCT
cana-1445	203	7	the	the	DET
cana-1445	203	8	lnn	lnn	NOUN
cana-1445	203	9	model	model	NOUN
cana-1445	203	10	undergoes	undergo	VERB
cana-1445	203	11	periodic	periodic	ADJ
cana-1445	203	12	updates	update	NOUN
cana-1445	203	13	to	to	PART
cana-1445	203	14	refine	refine	VERB
cana-1445	203	15	its	its	PRON
cana-1445	203	16	predictions	prediction	NOUN
cana-1445	203	17	and	and	CCONJ
cana-1445	203	18	improve	improve	VERB
cana-1445	203	19	accuracy	accuracy	NOUN
cana-1445	203	20	over	over	ADP
cana-1445	203	21	time	time	NOUN
cana-1445	203	22	.	.	PUNCT
cana-1445	204	1	the	the	DET
cana-1445	204	2	adaptive	adaptive	ADJ
cana-1445	204	3	learning	learning	NOUN
cana-1445	204	4	process	process	NOUN
cana-1445	204	5	allows	allow	VERB
cana-1445	204	6	the	the	DET
cana-1445	204	7	model	model	NOUN
cana-1445	204	8	to	to	PART
cana-1445	204	9	incorporate	incorporate	VERB
cana-1445	204	10	new	new	ADJ
cana-1445	204	11	insights	insight	NOUN
cana-1445	204	12	and	and	CCONJ
cana-1445	204	13	adjust	adjust	VERB
cana-1445	204	14	its	its	PRON
cana-1445	204	15	parameters	parameter	NOUN
cana-1445	204	16	to	to	PART
cana-1445	204	17	reflect	reflect	VERB
cana-1445	204	18	evolving	evolve	VERB
cana-1445	204	19	consumption	consumption	NOUN
cana-1445	204	20	patterns	pattern	NOUN
cana-1445	204	21	and	and	CCONJ
cana-1445	204	22	environmental	environmental	ADJ
cana-1445	204	23	factors	factor	NOUN
cana-1445	204	24	.	.	PUNCT
cana-1445	205	1	mathematically	mathematically	ADV
cana-1445	205	2	,	,	PUNCT
cana-1445	205	3	the	the	DET
cana-1445	205	4	process	process	NOUN
cana-1445	205	5	of	of	ADP
cana-1445	205	6	continuous	continuous	ADJ
cana-1445	205	7	learning	learning	NOUN
cana-1445	205	8	involves	involve	VERB
cana-1445	205	9	updating	update	VERB
cana-1445	205	10	the	the	DET
cana-1445	205	11	parameters	parameter	NOUN
cana-1445	205	12	θ	θ	PROPN
cana-1445	205	13	of	of	ADP
cana-1445	205	14	the	the	DET
cana-1445	205	15	lnn	lnn	NOUN
cana-1445	205	16	model	model	NOUN
cana-1445	205	17	based	base	VERB
cana-1445	205	18	on	on	ADP
cana-1445	205	19	the	the	DET
cana-1445	205	20	latest	late	ADJ
cana-1445	205	21	data	datum	NOUN
cana-1445	205	22	.	.	PUNCT
cana-1445	206	1	this	this	DET
cana-1445	206	2	update	update	NOUN
cana-1445	206	3	process	process	NOUN
cana-1445	206	4	can	can	AUX
cana-1445	206	5	be	be	AUX
cana-1445	206	6	formulated	formulate	VERB
cana-1445	206	7	using	use	VERB
cana-1445	206	8	optimization	optimization	NOUN
cana-1445	206	9	techniques	technique	NOUN
cana-1445	206	10	such	such	ADJ
cana-1445	206	11	as	as	ADP
cana-1445	206	12	stochastic	stochastic	ADJ
cana-1445	206	13	gradient	gradient	ADJ
cana-1445	206	14	descent	descent	NOUN
cana-1445	206	15	or	or	CCONJ
cana-1445	206	16	adam	adam	PROPN
cana-1445	206	17	optimization	optimization	NOUN
cana-1445	206	18	,	,	PUNCT
cana-1445	206	19	aiming	aim	VERB
cana-1445	206	20	to	to	PART
cana-1445	206	21	minimize	minimize	VERB
cana-1445	206	22	the	the	DET
cana-1445	206	23	discrepancy	discrepancy	NOUN
cana-1445	206	24	between	between	ADP
cana-1445	206	25	predicted	predict	VERB
cana-1445	206	26	and	and	CCONJ
cana-1445	206	27	actual	actual	ADJ
cana-1445	206	28	energy	energy	NOUN
cana-1445	206	29	consumption	consumption	NOUN
cana-1445	206	30	:	:	PUNCT
cana-1445	206	31	θt+1	θt+1	X
cana-1445	206	32	=	=	PUNCT
cana-1445	206	33	θt	θt	ADP
cana-1445	206	34	−	−	PROPN
cana-1445	206	35	η∇j(θt	η∇j(θt	PROPN
cana-1445	206	36	)	)	PUNCT
cana-1445	206	37	(	(	PUNCT
cana-1445	206	38	11	11	NUM
cana-1445	206	39	)	)	PUNCT
cana-1445	206	40	where	where	SCONJ
cana-1445	206	41	:	:	PUNCT
cana-1445	206	42	•	•	NOUN
cana-1445	206	43	θt	θt	PROPN
cana-1445	206	44	represents	represent	VERB
cana-1445	206	45	the	the	DET
cana-1445	206	46	parameters	parameter	NOUN
cana-1445	206	47	of	of	ADP
cana-1445	206	48	the	the	DET
cana-1445	206	49	model	model	NOUN
cana-1445	206	50	at	at	ADP
cana-1445	206	51	time	time	NOUN
cana-1445	206	52	t.	t.	PROPN
cana-1445	206	53	•	•	PROPN
cana-1445	206	54	η	η	PROPN
cana-1445	206	55	denotes	denote	VERB
cana-1445	206	56	the	the	DET
cana-1445	206	57	learning	learning	NOUN
cana-1445	206	58	rate	rate	NOUN
cana-1445	206	59	.	.	PUNCT
cana-1445	207	1	•	•	NUM
cana-1445	207	2	j(θt	j(θt	PROPN
cana-1445	207	3	)	)	PUNCT
cana-1445	207	4	is	be	AUX
cana-1445	207	5	the	the	DET
cana-1445	207	6	loss	loss	NOUN
cana-1445	207	7	function	function	NOUN
cana-1445	207	8	representing	represent	VERB
cana-1445	207	9	the	the	DET
cana-1445	207	10	discrepancy	discrepancy	NOUN
cana-1445	207	11	between	between	ADP
cana-1445	207	12	predicted	predict	VERB
cana-1445	207	13	and	and	CCONJ
cana-1445	207	14	actual	actual	ADJ
cana-1445	207	15	energy	energy	NOUN
cana-1445	207	16	consumption	consumption	NOUN
cana-1445	207	17	.	.	PUNCT
cana-1445	208	1	by	by	ADP
cana-1445	208	2	continuously	continuously	ADV
cana-1445	208	3	adapting	adapt	VERB
cana-1445	208	4	to	to	ADP
cana-1445	208	5	new	new	ADJ
cana-1445	208	6	data	datum	NOUN
cana-1445	208	7	,	,	PUNCT
cana-1445	208	8	intellimeter	intellimeter	NOUN
cana-1445	208	9	ensures	ensure	VERB
cana-1445	208	10	that	that	SCONJ
cana-1445	208	11	its	its	PRON
cana-1445	208	12	predictions	prediction	NOUN
cana-1445	208	13	remain	remain	VERB
cana-1445	208	14	accurate	accurate	ADJ
cana-1445	208	15	and	and	CCONJ
cana-1445	208	16	reflective	reflective	ADJ
cana-1445	208	17	of	of	ADP
cana-1445	208	18	current	current	ADJ
cana-1445	208	19	consumption	consumption	NOUN
cana-1445	208	20	patterns	pattern	NOUN
cana-1445	208	21	,	,	PUNCT
cana-1445	208	22	enhancing	enhance	VERB
cana-1445	208	23	its	its	PRON
cana-1445	208	24	effectiveness	effectiveness	NOUN
cana-1445	208	25	in	in	ADP
cana-1445	208	26	energy	energy	NOUN
cana-1445	208	27	management	management	NOUN
cana-1445	208	28	and	and	CCONJ
cana-1445	208	29	resource	resource	NOUN
cana-1445	208	30	allocation	allocation	NOUN
cana-1445	208	31	.	.	PUNCT
cana-1445	209	1	3.7	3.7	NUM
cana-1445	209	2	.	.	PUNCT
cana-1445	209	3	integration	integration	NOUN
cana-1445	209	4	with	with	ADP
cana-1445	209	5	utility	utility	NOUN
cana-1445	209	6	systems	system	NOUN
cana-1445	209	7	intellimeter	intellimeter	NOUN
cana-1445	209	8	seamlessly	seamlessly	ADV
cana-1445	209	9	integrates	integrate	VERB
cana-1445	209	10	with	with	ADP
cana-1445	209	11	existing	exist	VERB
cana-1445	209	12	utility	utility	NOUN
cana-1445	209	13	systems	system	NOUN
cana-1445	209	14	,	,	PUNCT
cana-1445	209	15	providing	provide	VERB
cana-1445	209	16	utilities	utility	NOUN
cana-1445	209	17	with	with	ADP
cana-1445	209	18	a	a	DET
cana-1445	209	19	centralized	centralized	ADJ
cana-1445	209	20	platform	platform	NOUN
cana-1445	209	21	for	for	ADP
cana-1445	209	22	managing	manage	VERB
cana-1445	209	23	smart	smart	ADJ
cana-1445	209	24	meter	meter	NOUN
cana-1445	209	25	data	datum	NOUN
cana-1445	209	26	,	,	PUNCT
cana-1445	209	27	analyzing	analyze	VERB
cana-1445	209	28	consumption	consumption	NOUN
cana-1445	209	29	patterns	pattern	NOUN
cana-1445	209	30	,	,	PUNCT
cana-1445	209	31	and	and	CCONJ
cana-1445	209	32	optimizing	optimize	VERB
cana-1445	209	33	energy	energy	NOUN
cana-1445	209	34	distribution	distribution	NOUN
cana-1445	209	35	.	.	PUNCT
cana-1445	210	1	the	the	DET
cana-1445	210	2	integration	integration	NOUN
cana-1445	210	3	allows	allow	VERB
cana-1445	210	4	for	for	ADP
cana-1445	210	5	seamless	seamless	ADJ
cana-1445	210	6	data	datum	NOUN
cana-1445	210	7	exchange	exchange	NOUN
cana-1445	210	8	between	between	ADP
cana-1445	210	9	intellimeter	intellimeter	NOUN
cana-1445	210	10	and	and	CCONJ
cana-1445	210	11	utility	utility	NOUN
cana-1445	210	12	systems	system	NOUN
cana-1445	210	13	,	,	PUNCT
cana-1445	210	14	enabling	enable	VERB
cana-1445	210	15	automated	automate	VERB
cana-1445	210	16	decision	decision	NOUN
cana-1445	210	17	-	-	PUNCT
cana-1445	210	18	making	making	NOUN
cana-1445	210	19	and	and	CCONJ
cana-1445	210	20	streamlined	streamlined	ADJ
cana-1445	210	21	operations	operation	NOUN
cana-1445	210	22	across	across	ADP
cana-1445	210	23	the	the	DET
cana-1445	210	24	energy	energy	NOUN
cana-1445	210	25	ecosystem	ecosystem	NOUN
cana-1445	210	26	.	.	PUNCT
cana-1445	211	1	through	through	ADP
cana-1445	211	2	integration	integration	NOUN
cana-1445	211	3	,	,	PUNCT
cana-1445	211	4	utilities	utility	NOUN
cana-1445	211	5	can	can	AUX
cana-1445	211	6	leverage	leverage	VERB
cana-1445	211	7	intellimeter	intellimeter	NOUN
cana-1445	211	8	's	's	PART
cana-1445	211	9	insights	insight	NOUN
cana-1445	211	10	to	to	PART
cana-1445	211	11	optimize	optimize	VERB
cana-1445	211	12	resource	resource	NOUN
cana-1445	211	13	allocation	allocation	NOUN
cana-1445	211	14	,	,	PUNCT
cana-1445	211	15	improve	improve	VERB
cana-1445	211	16	grid	grid	NOUN
cana-1445	211	17	stability	stability	NOUN
cana-1445	211	18	,	,	PUNCT
cana-1445	211	19	and	and	CCONJ
cana-1445	211	20	enhance	enhance	VERB
cana-1445	211	21	overall	overall	ADJ
cana-1445	211	22	operational	operational	ADJ
cana-1445	211	23	efficiency	efficiency	NOUN
cana-1445	211	24	.	.	PUNCT
cana-1445	212	1	4	4	X
cana-1445	212	2	.	.	NOUN
cana-1445	212	3	results	result	NOUN
cana-1445	212	4	and	and	CCONJ
cana-1445	212	5	discussion	discussion	NOUN
cana-1445	212	6	in	in	ADP
cana-1445	212	7	this	this	DET
cana-1445	212	8	section	section	NOUN
cana-1445	212	9	,	,	PUNCT
cana-1445	212	10	we	we	PRON
cana-1445	212	11	present	present	VERB
cana-1445	212	12	the	the	DET
cana-1445	212	13	results	result	NOUN
cana-1445	212	14	of	of	ADP
cana-1445	212	15	our	our	PRON
cana-1445	212	16	experiments	experiment	NOUN
cana-1445	212	17	evaluating	evaluate	VERB
cana-1445	212	18	the	the	DET
cana-1445	212	19	performance	performance	NOUN
cana-1445	212	20	of	of	ADP
cana-1445	212	21	intellimeter	intellimeter	NOUN
cana-1445	212	22	in	in	ADP
cana-1445	212	23	various	various	ADJ
cana-1445	212	24	energy	energy	NOUN
cana-1445	212	25	management	management	NOUN
cana-1445	212	26	scenarios	scenario	NOUN
cana-1445	212	27	.	.	PUNCT
cana-1445	213	1	we	we	PRON
cana-1445	213	2	discuss	discuss	VERB
cana-1445	213	3	the	the	DET
cana-1445	213	4	implications	implication	NOUN
cana-1445	213	5	of	of	ADP
cana-1445	213	6	these	these	DET
cana-1445	213	7	results	result	NOUN
cana-1445	213	8	for	for	ADP
cana-1445	213	9	optimizing	optimize	VERB
cana-1445	213	10	energy	energy	NOUN
cana-1445	213	11	utilization	utilization	NOUN
cana-1445	213	12	and	and	CCONJ
cana-1445	213	13	enhancing	enhance	VERB
cana-1445	213	14	grid	grid	NOUN
cana-1445	213	15	stability	stability	NOUN
cana-1445	213	16	.	.	PUNCT
cana-1445	214	1	4.1	4.1	NUM
cana-1445	214	2	.	.	PUNCT
cana-1445	214	3	energy	energy	NOUN
cana-1445	214	4	demand	demand	NOUN
cana-1445	214	5	forecasting	forecasting	NOUN
cana-1445	214	6	accuracy	accuracy	NOUN
cana-1445	214	7	to	to	PART
cana-1445	214	8	evaluate	evaluate	VERB
cana-1445	214	9	the	the	DET
cana-1445	214	10	energy	energy	NOUN
cana-1445	214	11	demand	demand	NOUN
cana-1445	214	12	forecasting	forecasting	NOUN
cana-1445	214	13	accuracy	accuracy	NOUN
cana-1445	214	14	of	of	ADP
cana-1445	214	15	the	the	DET
cana-1445	214	16	proposed	propose	VERB
cana-1445	214	17	liquid	liquid	ADJ
cana-1445	214	18	neural	neural	ADJ
cana-1445	214	19	network	network	NOUN
cana-1445	214	20	(	(	PUNCT
cana-1445	214	21	lnn	lnn	PROPN
cana-1445	214	22	)	)	PUNCT
cana-1445	214	23	model	model	NOUN
cana-1445	214	24	,	,	PUNCT
cana-1445	214	25	we	we	PRON
cana-1445	214	26	conducted	conduct	VERB
cana-1445	214	27	experiments	experiment	NOUN
cana-1445	214	28	on	on	ADP
cana-1445	214	29	real	real	ADJ
cana-1445	214	30	-	-	PUNCT
cana-1445	214	31	world	world	NOUN
cana-1445	214	32	smart	smart	ADJ
cana-1445	214	33	meter	meter	NOUN
cana-1445	214	34	data	datum	NOUN
cana-1445	214	35	and	and	CCONJ
cana-1445	214	36	compared	compare	VERB
cana-1445	214	37	its	its	PRON
cana-1445	214	38	performance	performance	NOUN
cana-1445	214	39	with	with	ADP
cana-1445	214	40	two	two	NUM
cana-1445	214	41	traditional	traditional	ADJ
cana-1445	214	42	methods	method	NOUN
cana-1445	214	43	:	:	PUNCT
cana-1445	214	44	linear	linear	ADJ
cana-1445	214	45	regression	regression	NOUN
cana-1445	214	46	with	with	ADP
cana-1445	214	47	seasonal	seasonal	ADJ
cana-1445	214	48	decomposition	decomposition	NOUN
cana-1445	214	49	(	(	PUNCT
cana-1445	214	50	lrsd	lrsd	NOUN
cana-1445	214	51	)	)	PUNCT
cana-1445	214	52	and	and	CCONJ
cana-1445	214	53	autoregressive	autoregressive	ADJ
cana-1445	214	54	integrated	integrated	ADJ
cana-1445	214	55	moving	move	VERB
cana-1445	214	56	average	average	NOUN
cana-1445	214	57	(	(	PUNCT
cana-1445	214	58	arima	arima	PROPN
cana-1445	214	59	)	)	PUNCT
cana-1445	214	60	.	.	PUNCT
cana-1445	215	1	the	the	DET
cana-1445	215	2	evaluation	evaluation	NOUN
cana-1445	215	3	metrics	metric	NOUN
cana-1445	215	4	used	use	VERB
cana-1445	215	5	for	for	ADP
cana-1445	215	6	comparison	comparison	NOUN
cana-1445	215	7	include	include	VERB
cana-1445	215	8	mean	mean	ADJ
cana-1445	215	9	absolute	absolute	ADJ
cana-1445	215	10	error	error	NOUN
cana-1445	215	11	(	(	PUNCT
cana-1445	215	12	mae	mae	PROPN
cana-1445	215	13	)	)	PUNCT
cana-1445	215	14	,	,	PUNCT
cana-1445	215	15	root	root	NOUN
cana-1445	215	16	mean	mean	VERB
cana-1445	215	17	squared	square	VERB
cana-1445	215	18	error	error	NOUN
cana-1445	215	19	(	(	PUNCT
cana-1445	215	20	rmse	rmse	NOUN
cana-1445	215	21	)	)	PUNCT
cana-1445	215	22	,	,	PUNCT
cana-1445	215	23	and	and	CCONJ
cana-1445	215	24	mean	mean	VERB
cana-1445	215	25	absolute	absolute	ADJ
cana-1445	215	26	percentage	percentage	NOUN
cana-1445	215	27	error	error	NOUN
cana-1445	215	28	(	(	PUNCT
cana-1445	215	29	mape	mape	NOUN
cana-1445	215	30	)	)	PUNCT
cana-1445	215	31	.	.	PUNCT
cana-1445	216	1	communications	communication	NOUN
cana-1445	216	2	on	on	ADP
cana-1445	216	3	applied	apply	VERB
cana-1445	216	4	nonlinear	nonlinear	ADJ
cana-1445	216	5	analysis	analysis	NOUN
cana-1445	216	6	issn	issn	NOUN
cana-1445	216	7	:	:	PUNCT
cana-1445	216	8	1074	1074	NUM
cana-1445	216	9	-	-	PUNCT
cana-1445	216	10	133x	133x	NUM
cana-1445	216	11	vol	vol	NOUN
cana-1445	216	12	31	31	NUM
cana-1445	216	13	no	no	NOUN
cana-1445	216	14	.	.	PUNCT
cana-1445	217	1	8s	8s	PROPN
cana-1445	217	2	(	(	PUNCT
cana-1445	217	3	2024	2024	NUM
cana-1445	217	4	)	)	PUNCT
cana-1445	217	5	35	35	NUM
cana-1445	217	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	217	7	table	table	NOUN
cana-1445	217	8	1	1	NUM
cana-1445	217	9	.	.	PUNCT
cana-1445	218	1	title	title	NOUN
cana-1445	218	2	of	of	ADP
cana-1445	218	3	the	the	DET
cana-1445	218	4	table	table	NOUN
cana-1445	218	5	model	model	PROPN
cana-1445	218	6	mae	mae	PROPN
cana-1445	218	7	rmse	rmse	PROPN
cana-1445	218	8	mape	mape	NOUN
cana-1445	218	9	lnn	lnn	VERB
cana-1445	218	10	12.5	12.5	NUM
cana-1445	218	11	18.2	18.2	NUM
cana-1445	218	12	8.90	8.90	NUM
cana-1445	218	13	%	%	NOUN
cana-1445	218	14	lrsd	lrsd	NOUN
cana-1445	218	15	15.2	15.2	NUM
cana-1445	218	16	22.6	22.6	NUM
cana-1445	218	17	11.30	11.30	NUM
cana-1445	218	18	%	%	NOUN
cana-1445	218	19	arima	arima	NOUN
cana-1445	218	20	14.8	14.8	NUM
cana-1445	218	21	21.9	21.9	NUM
cana-1445	218	22	10.50	10.50	NUM
cana-1445	218	23	%	%	NOUN
cana-1445	218	24	the	the	DET
cana-1445	218	25	comparison	comparison	NOUN
cana-1445	218	26	of	of	ADP
cana-1445	218	27	energy	energy	NOUN
cana-1445	218	28	demand	demand	NOUN
cana-1445	218	29	forecasting	forecasting	NOUN
cana-1445	218	30	accuracy	accuracy	NOUN
cana-1445	218	31	among	among	ADP
cana-1445	218	32	the	the	DET
cana-1445	218	33	liquid	liquid	ADJ
cana-1445	218	34	neural	neural	ADJ
cana-1445	218	35	network	network	NOUN
cana-1445	218	36	(	(	PUNCT
cana-1445	218	37	lnn	lnn	PROPN
cana-1445	218	38	)	)	PUNCT
cana-1445	218	39	,	,	PUNCT
cana-1445	218	40	linear	linear	ADJ
cana-1445	218	41	regression	regression	NOUN
cana-1445	218	42	with	with	ADP
cana-1445	218	43	seasonal	seasonal	ADJ
cana-1445	218	44	decomposition	decomposition	NOUN
cana-1445	218	45	(	(	PUNCT
cana-1445	218	46	lrsd	lrsd	NOUN
cana-1445	218	47	)	)	PUNCT
cana-1445	218	48	,	,	PUNCT
cana-1445	218	49	and	and	CCONJ
cana-1445	218	50	autoregressive	autoregressive	ADJ
cana-1445	218	51	integrated	integrated	ADJ
cana-1445	218	52	moving	move	VERB
cana-1445	218	53	average	average	ADJ
cana-1445	218	54	(	(	PUNCT
cana-1445	218	55	arima	arima	NOUN
cana-1445	218	56	)	)	PUNCT
cana-1445	218	57	models	model	NOUN
cana-1445	218	58	provides	provide	VERB
cana-1445	218	59	valuable	valuable	ADJ
cana-1445	218	60	insights	insight	NOUN
cana-1445	218	61	into	into	ADP
cana-1445	218	62	the	the	DET
cana-1445	218	63	effectiveness	effectiveness	NOUN
cana-1445	218	64	of	of	ADP
cana-1445	218	65	advanced	advanced	ADJ
cana-1445	218	66	machine	machine	NOUN
cana-1445	218	67	learning	learn	VERB
cana-1445	218	68	techniques	technique	NOUN
cana-1445	218	69	in	in	ADP
cana-1445	218	70	predicting	predict	VERB
cana-1445	218	71	energy	energy	NOUN
cana-1445	218	72	consumption	consumption	NOUN
cana-1445	218	73	patterns	pattern	NOUN
cana-1445	218	74	.	.	PUNCT
cana-1445	219	1	fig	fig	NOUN
cana-1445	219	2	.	.	PUNCT
cana-1445	220	1	2	2	NUM
cana-1445	220	2	error	error	NOUN
cana-1445	220	3	forecasting	forecasting	NOUN
cana-1445	220	4	for	for	ADP
cana-1445	220	5	accuracy	accuracy	NOUN
cana-1445	220	6	firstly	firstly	ADV
cana-1445	220	7	,	,	PUNCT
cana-1445	220	8	it	it	PRON
cana-1445	220	9	's	be	AUX
cana-1445	220	10	evident	evident	ADJ
cana-1445	220	11	from	from	ADP
cana-1445	220	12	the	the	DET
cana-1445	220	13	results	result	NOUN
cana-1445	220	14	that	that	PRON
cana-1445	220	15	the	the	DET
cana-1445	220	16	lnn	lnn	PROPN
cana-1445	220	17	model	model	NOUN
cana-1445	220	18	consistently	consistently	ADV
cana-1445	220	19	outperforms	outperform	VERB
cana-1445	220	20	both	both	CCONJ
cana-1445	220	21	lrsd	lrsd	ADJ
cana-1445	220	22	and	and	CCONJ
cana-1445	220	23	arima	arima	NOUN
cana-1445	220	24	in	in	ADP
cana-1445	220	25	terms	term	NOUN
cana-1445	220	26	of	of	ADP
cana-1445	220	27	mean	mean	ADJ
cana-1445	220	28	absolute	absolute	ADJ
cana-1445	220	29	error	error	NOUN
cana-1445	220	30	(	(	PUNCT
cana-1445	220	31	mae	mae	PROPN
cana-1445	220	32	)	)	PUNCT
cana-1445	220	33	,	,	PUNCT
cana-1445	220	34	root	root	NOUN
cana-1445	220	35	mean	mean	VERB
cana-1445	220	36	squared	square	VERB
cana-1445	220	37	error	error	NOUN
cana-1445	220	38	(	(	PUNCT
cana-1445	220	39	rmse	rmse	NOUN
cana-1445	220	40	)	)	PUNCT
cana-1445	220	41	,	,	PUNCT
cana-1445	220	42	and	and	CCONJ
cana-1445	220	43	mean	mean	VERB
cana-1445	220	44	absolute	absolute	ADJ
cana-1445	220	45	percentage	percentage	NOUN
cana-1445	220	46	error	error	NOUN
cana-1445	220	47	(	(	PUNCT
cana-1445	220	48	mape	mape	NOUN
cana-1445	220	49	)	)	PUNCT
cana-1445	220	50	.	.	PUNCT
cana-1445	221	1	the	the	DET
cana-1445	221	2	lnn	lnn	PROPN
cana-1445	221	3	model	model	NOUN
cana-1445	221	4	achieved	achieve	VERB
cana-1445	221	5	the	the	DET
cana-1445	221	6	lowest	low	ADJ
cana-1445	221	7	mae	mae	PROPN
cana-1445	221	8	,	,	PUNCT
cana-1445	221	9	rmse	rmse	NOUN
cana-1445	221	10	,	,	PUNCT
cana-1445	221	11	and	and	CCONJ
cana-1445	221	12	mape	mape	NOUN
cana-1445	221	13	values	value	NOUN
cana-1445	221	14	,	,	PUNCT
cana-1445	221	15	indicating	indicate	VERB
cana-1445	221	16	its	its	PRON
cana-1445	221	17	superior	superior	ADJ
cana-1445	221	18	accuracy	accuracy	NOUN
cana-1445	221	19	and	and	CCONJ
cana-1445	221	20	precision	precision	NOUN
cana-1445	221	21	in	in	ADP
cana-1445	221	22	forecasting	forecast	VERB
cana-1445	221	23	energy	energy	NOUN
cana-1445	221	24	demand	demand	NOUN
cana-1445	221	25	.	.	PUNCT
cana-1445	222	1	the	the	DET
cana-1445	222	2	superior	superior	ADJ
cana-1445	222	3	performance	performance	NOUN
cana-1445	222	4	of	of	ADP
cana-1445	222	5	the	the	DET
cana-1445	222	6	lnn	lnn	NOUN
cana-1445	222	7	model	model	NOUN
cana-1445	222	8	can	can	AUX
cana-1445	222	9	be	be	AUX
cana-1445	222	10	attributed	attribute	VERB
cana-1445	222	11	to	to	ADP
cana-1445	222	12	its	its	PRON
cana-1445	222	13	ability	ability	NOUN
cana-1445	222	14	to	to	PART
cana-1445	222	15	capture	capture	VERB
cana-1445	222	16	complex	complex	ADJ
cana-1445	222	17	temporal	temporal	ADJ
cana-1445	222	18	dependencies	dependency	NOUN
cana-1445	222	19	in	in	ADP
cana-1445	222	20	the	the	DET
cana-1445	222	21	smart	smart	ADJ
cana-1445	222	22	meter	meter	NOUN
cana-1445	222	23	data	datum	NOUN
cana-1445	222	24	.	.	PUNCT
cana-1445	223	1	unlike	unlike	ADP
cana-1445	223	2	lrsd	lrsd	NOUN
cana-1445	223	3	,	,	PUNCT
cana-1445	223	4	which	which	PRON
cana-1445	223	5	relies	rely	VERB
cana-1445	223	6	on	on	ADP
cana-1445	223	7	linear	linear	ADJ
cana-1445	223	8	regression	regression	NOUN
cana-1445	223	9	techniques	technique	NOUN
cana-1445	223	10	and	and	CCONJ
cana-1445	223	11	may	may	AUX
cana-1445	223	12	struggle	struggle	VERB
cana-1445	223	13	to	to	PART
cana-1445	223	14	capture	capture	VERB
cana-1445	223	15	nonlinear	nonlinear	ADJ
cana-1445	223	16	relationships	relationship	NOUN
cana-1445	223	17	in	in	ADP
cana-1445	223	18	the	the	DET
cana-1445	223	19	data	datum	NOUN
cana-1445	223	20	,	,	PUNCT
cana-1445	223	21	and	and	CCONJ
cana-1445	223	22	arima	arima	PROPN
cana-1445	223	23	,	,	PUNCT
cana-1445	223	24	which	which	PRON
cana-1445	223	25	may	may	AUX
cana-1445	223	26	struggle	struggle	VERB
cana-1445	223	27	with	with	ADP
cana-1445	223	28	capturing	capture	VERB
cana-1445	223	29	long	long	ADJ
cana-1445	223	30	-	-	PUNCT
cana-1445	223	31	term	term	NOUN
cana-1445	223	32	dependencies	dependency	NOUN
cana-1445	223	33	,	,	PUNCT
cana-1445	223	34	the	the	DET
cana-1445	223	35	lnn	lnn	NOUN
cana-1445	223	36	model	model	NOUN
cana-1445	223	37	leverages	leverage	VERB
cana-1445	223	38	its	its	PRON
cana-1445	223	39	deep	deep	ADJ
cana-1445	223	40	architecture	architecture	NOUN
cana-1445	223	41	to	to	PART
cana-1445	223	42	extract	extract	VERB
cana-1445	223	43	intricate	intricate	ADJ
cana-1445	223	44	patterns	pattern	NOUN
cana-1445	223	45	and	and	CCONJ
cana-1445	223	46	correlations	correlation	NOUN
cana-1445	223	47	,	,	PUNCT
cana-1445	223	48	resulting	result	VERB
cana-1445	223	49	in	in	ADP
cana-1445	223	50	more	more	ADV
cana-1445	223	51	accurate	accurate	ADJ
cana-1445	223	52	predictions	prediction	NOUN
cana-1445	223	53	.	.	PUNCT
cana-1445	224	1	furthermore	furthermore	ADV
cana-1445	224	2	,	,	PUNCT
cana-1445	224	3	the	the	DET
cana-1445	224	4	lower	low	ADJ
cana-1445	224	5	mape	mape	NOUN
cana-1445	224	6	of	of	ADP
cana-1445	224	7	the	the	DET
cana-1445	224	8	lnn	lnn	NOUN
cana-1445	224	9	model	model	NOUN
cana-1445	224	10	suggests	suggest	VERB
cana-1445	224	11	that	that	SCONJ
cana-1445	224	12	its	its	PRON
cana-1445	224	13	predictions	prediction	NOUN
cana-1445	224	14	have	have	VERB
cana-1445	224	15	smaller	small	ADJ
cana-1445	224	16	average	average	ADJ
cana-1445	224	17	percentage	percentage	NOUN
cana-1445	224	18	errors	error	NOUN
cana-1445	224	19	compared	compare	VERB
cana-1445	224	20	to	to	ADP
cana-1445	224	21	lrsd	lrsd	ADV
cana-1445	224	22	and	and	CCONJ
cana-1445	224	23	arima	arima	PROPN
cana-1445	224	24	.	.	PUNCT
cana-1445	225	1	this	this	PRON
cana-1445	225	2	indicates	indicate	VERB
cana-1445	225	3	that	that	SCONJ
cana-1445	225	4	the	the	DET
cana-1445	225	5	lnn	lnn	NOUN
cana-1445	225	6	model	model	NOUN
cana-1445	225	7	provides	provide	VERB
cana-1445	225	8	more	more	ADV
cana-1445	225	9	reliable	reliable	ADJ
cana-1445	225	10	forecasts	forecast	NOUN
cana-1445	225	11	,	,	PUNCT
cana-1445	225	12	which	which	PRON
cana-1445	225	13	is	be	AUX
cana-1445	225	14	crucial	crucial	ADJ
cana-1445	225	15	for	for	ADP
cana-1445	225	16	utilities	utility	NOUN
cana-1445	225	17	and	and	CCONJ
cana-1445	225	18	consumers	consumer	NOUN
cana-1445	225	19	alike	alike	ADV
cana-1445	225	20	in	in	ADP
cana-1445	225	21	making	make	VERB
cana-1445	225	22	informed	informed	ADJ
cana-1445	225	23	decisions	decision	NOUN
cana-1445	225	24	about	about	ADP
cana-1445	225	25	energy	energy	NOUN
cana-1445	225	26	management	management	NOUN
cana-1445	225	27	and	and	CCONJ
cana-1445	225	28	resource	resource	NOUN
cana-1445	225	29	allocation	allocation	NOUN
cana-1445	225	30	.	.	PUNCT
cana-1445	226	1	the	the	DET
cana-1445	226	2	results	result	NOUN
cana-1445	226	3	underscore	underscore	VERB
cana-1445	226	4	the	the	DET
cana-1445	226	5	potential	potential	NOUN
cana-1445	226	6	of	of	ADP
cana-1445	226	7	deep	deep	ADJ
cana-1445	226	8	learning	learning	NOUN
cana-1445	226	9	approaches	approach	NOUN
cana-1445	226	10	,	,	PUNCT
cana-1445	226	11	such	such	ADJ
cana-1445	226	12	as	as	ADP
cana-1445	226	13	the	the	DET
cana-1445	226	14	lnn	lnn	NOUN
cana-1445	226	15	model	model	NOUN
cana-1445	226	16	,	,	PUNCT
cana-1445	226	17	in	in	ADP
cana-1445	226	18	revolutionizing	revolutionize	VERB
cana-1445	226	19	energy	energy	NOUN
cana-1445	226	20	management	management	NOUN
cana-1445	226	21	practices	practice	NOUN
cana-1445	226	22	in	in	ADP
cana-1445	226	23	smart	smart	ADJ
cana-1445	226	24	grid	grid	NOUN
cana-1445	226	25	systems	system	NOUN
cana-1445	226	26	.	.	PUNCT
cana-1445	227	1	by	by	ADP
cana-1445	227	2	harnessing	harness	VERB
cana-1445	227	3	the	the	DET
cana-1445	227	4	power	power	NOUN
cana-1445	227	5	of	of	ADP
cana-1445	227	6	advanced	advanced	ADJ
cana-1445	227	7	machine	machine	NOUN
cana-1445	227	8	learning	learn	VERB
cana-1445	227	9	techniques	technique	NOUN
cana-1445	227	10	,	,	PUNCT
cana-1445	227	11	utilities	utility	NOUN
cana-1445	227	12	can	can	AUX
cana-1445	227	13	enhance	enhance	VERB
cana-1445	227	14	their	their	PRON
cana-1445	227	15	ability	ability	NOUN
cana-1445	227	16	to	to	PART
cana-1445	227	17	forecast	forecast	VERB
cana-1445	227	18	energy	energy	NOUN
cana-1445	227	19	demand	demand	NOUN
cana-1445	227	20	accurately	accurately	ADV
cana-1445	227	21	,	,	PUNCT
cana-1445	227	22	optimize	optimize	VERB
cana-1445	227	23	grid	grid	NOUN
cana-1445	227	24	operations	operation	NOUN
cana-1445	227	25	,	,	PUNCT
cana-1445	227	26	and	and	CCONJ
cana-1445	227	27	implement	implement	VERB
cana-1445	227	28	proactive	proactive	ADJ
cana-1445	227	29	strategies	strategy	NOUN
cana-1445	227	30	for	for	ADP
cana-1445	227	31	energy	energy	NOUN
cana-1445	227	32	conservation	conservation	NOUN
cana-1445	227	33	and	and	CCONJ
cana-1445	227	34	efficiency	efficiency	NOUN
cana-1445	227	35	.	.	PUNCT
cana-1445	228	1	4.2	4.2	NUM
cana-1445	228	2	.	.	PUNCT
cana-1445	228	3	anomaly	anomaly	NOUN
cana-1445	228	4	detection	detection	NOUN
cana-1445	228	5	performance	performance	NOUN
cana-1445	228	6	metrics	metric	NOUN
cana-1445	228	7	anomaly	anomaly	NOUN
cana-1445	228	8	detection	detection	NOUN
cana-1445	228	9	is	be	AUX
cana-1445	228	10	a	a	DET
cana-1445	228	11	critical	critical	ADJ
cana-1445	228	12	aspect	aspect	NOUN
cana-1445	228	13	of	of	ADP
cana-1445	228	14	smart	smart	ADJ
cana-1445	228	15	meter	meter	NOUN
cana-1445	228	16	data	datum	NOUN
cana-1445	228	17	analytics	analytic	NOUN
cana-1445	228	18	,	,	PUNCT
cana-1445	228	19	ensuring	ensure	VERB
cana-1445	228	20	the	the	DET
cana-1445	228	21	reliability	reliability	NOUN
cana-1445	228	22	and	and	CCONJ
cana-1445	228	23	stability	stability	NOUN
cana-1445	228	24	of	of	ADP
cana-1445	228	25	energy	energy	NOUN
cana-1445	228	26	supply	supply	NOUN
cana-1445	228	27	systems	system	NOUN
cana-1445	228	28	by	by	ADP
cana-1445	228	29	identifying	identify	VERB
cana-1445	228	30	abnormal	abnormal	ADJ
cana-1445	228	31	consumption	consumption	NOUN
cana-1445	228	32	patterns	pattern	NOUN
cana-1445	228	33	.	.	PUNCT
cana-1445	229	1	in	in	ADP
cana-1445	229	2	our	our	PRON
cana-1445	229	3	study	study	NOUN
cana-1445	229	4	,	,	PUNCT
cana-1445	229	5	we	we	PRON
cana-1445	229	6	communications	communication	VERB
cana-1445	229	7	on	on	ADP
cana-1445	229	8	applied	apply	VERB
cana-1445	229	9	nonlinear	nonlinear	ADJ
cana-1445	229	10	analysis	analysis	NOUN
cana-1445	229	11	issn	issn	NOUN
cana-1445	229	12	:	:	PUNCT
cana-1445	229	13	1074	1074	NUM
cana-1445	229	14	-	-	PUNCT
cana-1445	229	15	133x	133x	NUM
cana-1445	229	16	vol	vol	NOUN
cana-1445	229	17	31	31	NUM
cana-1445	229	18	no	no	NOUN
cana-1445	229	19	.	.	PUNCT
cana-1445	230	1	8s	8s	PROPN
cana-1445	230	2	(	(	PUNCT
cana-1445	230	3	2024	2024	NUM
cana-1445	230	4	)	)	PUNCT
cana-1445	230	5	36	36	NUM
cana-1445	230	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	230	7	evaluated	evaluate	VERB
cana-1445	230	8	the	the	DET
cana-1445	230	9	performance	performance	NOUN
cana-1445	230	10	of	of	ADP
cana-1445	230	11	three	three	NUM
cana-1445	230	12	models	model	NOUN
cana-1445	230	13	–	–	PUNCT
cana-1445	230	14	liquid	liquid	ADJ
cana-1445	230	15	neural	neural	ADJ
cana-1445	230	16	network	network	NOUN
cana-1445	230	17	(	(	PUNCT
cana-1445	230	18	lnn	lnn	PROPN
cana-1445	230	19	)	)	PUNCT
cana-1445	230	20	,	,	PUNCT
cana-1445	230	21	linear	linear	ADJ
cana-1445	230	22	regression	regression	NOUN
cana-1445	230	23	with	with	ADP
cana-1445	230	24	seasonal	seasonal	ADJ
cana-1445	230	25	decomposition	decomposition	NOUN
cana-1445	230	26	(	(	PUNCT
cana-1445	230	27	lrsd	lrsd	NOUN
cana-1445	230	28	)	)	PUNCT
cana-1445	230	29	,	,	PUNCT
cana-1445	230	30	and	and	CCONJ
cana-1445	230	31	autoregressive	autoregressive	ADJ
cana-1445	230	32	integrated	integrated	ADJ
cana-1445	230	33	moving	move	VERB
cana-1445	230	34	average	average	ADJ
cana-1445	230	35	(	(	PUNCT
cana-1445	230	36	arima	arima	PROPN
cana-1445	230	37	)	)	PUNCT
cana-1445	230	38	–	–	PUNCT
cana-1445	230	39	in	in	ADP
cana-1445	230	40	detecting	detect	VERB
cana-1445	230	41	anomalies	anomaly	NOUN
cana-1445	230	42	in	in	ADP
cana-1445	230	43	smart	smart	ADJ
cana-1445	230	44	meter	meter	NOUN
cana-1445	230	45	data	datum	NOUN
cana-1445	230	46	.	.	PUNCT
cana-1445	231	1	table2	table2	PROPN
cana-1445	231	2	.	.	PROPN
cana-1445	231	3	anomaly	anomaly	PROPN
cana-1445	231	4	detection	detection	NOUN
cana-1445	231	5	performance	performance	NOUN
cana-1445	231	6	metrics	metric	NOUN
cana-1445	231	7	model	model	NOUN
cana-1445	231	8	tp	tp	ADP
cana-1445	231	9	fp	fp	PROPN
cana-1445	231	10	tn	tn	PROPN
cana-1445	231	11	fn	fn	PROPN
cana-1445	231	12	precision	precision	NOUN
cana-1445	231	13	lnn	lnn	NOUN
cana-1445	231	14	320	320	NUM
cana-1445	231	15	10	10	NUM
cana-1445	231	16	4760	4760	NUM
cana-1445	231	17	10	10	NUM
cana-1445	231	18	96.97	96.97	NUM
cana-1445	231	19	%	%	NOUN
cana-1445	231	20	lrsd	lrsd	NOUN
cana-1445	231	21	310	310	NUM
cana-1445	231	22	20	20	NUM
cana-1445	231	23	4750	4750	NUM
cana-1445	231	24	20	20	NUM
cana-1445	231	25	93.94	93.94	NUM
cana-1445	231	26	%	%	NOUN
cana-1445	231	27	arima	arima	NOUN
cana-1445	231	28	300	300	NUM
cana-1445	231	29	30	30	NUM
cana-1445	231	30	4740	4740	NUM
cana-1445	231	31	30	30	NUM
cana-1445	231	32	90.91	90.91	NUM
cana-1445	231	33	%	%	NOUN
cana-1445	231	34	the	the	DET
cana-1445	231	35	results	result	NOUN
cana-1445	231	36	reveal	reveal	VERB
cana-1445	231	37	that	that	SCONJ
cana-1445	231	38	the	the	DET
cana-1445	231	39	lnn	lnn	NOUN
cana-1445	231	40	model	model	NOUN
cana-1445	231	41	outperforms	outperform	VERB
cana-1445	231	42	both	both	CCONJ
cana-1445	231	43	lrsd	lrsd	ADJ
cana-1445	231	44	and	and	CCONJ
cana-1445	231	45	arima	arima	PROPN
cana-1445	231	46	in	in	ADP
cana-1445	231	47	various	various	ADJ
cana-1445	231	48	metrics	metric	NOUN
cana-1445	231	49	of	of	ADP
cana-1445	231	50	anomaly	anomaly	NOUN
cana-1445	231	51	detection	detection	NOUN
cana-1445	231	52	.	.	PUNCT
cana-1445	232	1	the	the	DET
cana-1445	232	2	lnn	lnn	PROPN
cana-1445	232	3	model	model	NOUN
cana-1445	232	4	detected	detect	VERB
cana-1445	232	5	the	the	DET
cana-1445	232	6	highest	high	ADJ
cana-1445	232	7	number	number	NOUN
cana-1445	232	8	of	of	ADP
cana-1445	232	9	true	true	ADJ
cana-1445	232	10	positives	positive	NOUN
cana-1445	232	11	(	(	PUNCT
cana-1445	232	12	tp	tp	NOUN
cana-1445	232	13	)	)	PUNCT
cana-1445	232	14	,	,	PUNCT
cana-1445	232	15	correctly	correctly	ADV
cana-1445	232	16	identifying	identify	VERB
cana-1445	232	17	320	320	NUM
cana-1445	232	18	anomalies	anomaly	NOUN
cana-1445	232	19	in	in	ADP
cana-1445	232	20	the	the	DET
cana-1445	232	21	dataset	dataset	NOUN
cana-1445	232	22	.	.	PUNCT
cana-1445	233	1	this	this	PRON
cana-1445	233	2	indicates	indicate	VERB
cana-1445	233	3	the	the	DET
cana-1445	233	4	model	model	NOUN
cana-1445	233	5	's	's	PART
cana-1445	233	6	effectiveness	effectiveness	NOUN
cana-1445	233	7	in	in	ADP
cana-1445	233	8	capturing	capture	VERB
cana-1445	233	9	abnormal	abnormal	ADJ
cana-1445	233	10	consumption	consumption	NOUN
cana-1445	233	11	patterns	pattern	NOUN
cana-1445	233	12	and	and	CCONJ
cana-1445	233	13	potential	potential	ADJ
cana-1445	233	14	energy	energy	NOUN
cana-1445	233	15	-	-	PUNCT
cana-1445	233	16	related	relate	VERB
cana-1445	233	17	issues	issue	NOUN
cana-1445	233	18	.	.	PUNCT
cana-1445	234	1	fig	fig	NOUN
cana-1445	234	2	.	.	PUNCT
cana-1445	235	1	3	3	NUM
cana-1445	235	2	anomaly	anomaly	NOUN
cana-1445	235	3	detection	detection	NOUN
cana-1445	235	4	performance	performance	NOUN
cana-1445	235	5	additionally	additionally	ADV
cana-1445	235	6	,	,	PUNCT
cana-1445	235	7	the	the	DET
cana-1445	235	8	lnn	lnn	NOUN
cana-1445	235	9	model	model	NOUN
cana-1445	235	10	exhibited	exhibit	VERB
cana-1445	235	11	the	the	DET
cana-1445	235	12	lowest	low	ADJ
cana-1445	235	13	number	number	NOUN
cana-1445	235	14	of	of	ADP
cana-1445	235	15	false	false	ADJ
cana-1445	235	16	positives	positive	NOUN
cana-1445	235	17	(	(	PUNCT
cana-1445	235	18	fp	fp	X
cana-1445	235	19	)	)	PUNCT
cana-1445	235	20	among	among	ADP
cana-1445	235	21	the	the	DET
cana-1445	235	22	three	three	NUM
cana-1445	235	23	models	model	NOUN
cana-1445	235	24	,	,	PUNCT
cana-1445	235	25	with	with	SCONJ
cana-1445	235	26	only	only	ADV
cana-1445	235	27	10	10	NUM
cana-1445	235	28	instances	instance	NOUN
cana-1445	235	29	incorrectly	incorrectly	ADV
cana-1445	235	30	classified	classify	VERB
cana-1445	235	31	as	as	ADP
cana-1445	235	32	anomalies	anomaly	NOUN
cana-1445	235	33	.	.	PUNCT
cana-1445	236	1	this	this	DET
cana-1445	236	2	highlights	highlight	VERB
cana-1445	236	3	the	the	DET
cana-1445	236	4	lnn	lnn	PROPN
cana-1445	236	5	model	model	NOUN
cana-1445	236	6	's	's	PART
cana-1445	236	7	ability	ability	NOUN
cana-1445	236	8	to	to	PART
cana-1445	236	9	minimize	minimize	VERB
cana-1445	236	10	false	false	ADJ
cana-1445	236	11	alarms	alarm	NOUN
cana-1445	236	12	,	,	PUNCT
cana-1445	236	13	reducing	reduce	VERB
cana-1445	236	14	the	the	DET
cana-1445	236	15	risk	risk	NOUN
cana-1445	236	16	of	of	ADP
cana-1445	236	17	unnecessary	unnecessary	ADJ
cana-1445	236	18	interventions	intervention	NOUN
cana-1445	236	19	and	and	CCONJ
cana-1445	236	20	ensuring	ensure	VERB
cana-1445	236	21	efficient	efficient	ADJ
cana-1445	236	22	resource	resource	NOUN
cana-1445	236	23	allocation	allocation	NOUN
cana-1445	236	24	.	.	PUNCT
cana-1445	237	1	furthermore	furthermore	ADV
cana-1445	237	2	,	,	PUNCT
cana-1445	237	3	the	the	DET
cana-1445	237	4	lnn	lnn	NOUN
cana-1445	237	5	model	model	NOUN
cana-1445	237	6	achieved	achieve	VERB
cana-1445	237	7	a	a	DET
cana-1445	237	8	precision	precision	NOUN
cana-1445	237	9	of	of	ADP
cana-1445	237	10	96.97	96.97	NUM
cana-1445	237	11	%	%	NOUN
cana-1445	237	12	,	,	PUNCT
cana-1445	237	13	indicating	indicate	VERB
cana-1445	237	14	that	that	SCONJ
cana-1445	237	15	nearly	nearly	ADV
cana-1445	237	16	97	97	NUM
cana-1445	237	17	%	%	NOUN
cana-1445	237	18	of	of	ADP
cana-1445	237	19	the	the	DET
cana-1445	237	20	anomalies	anomaly	NOUN
cana-1445	237	21	identified	identify	VERB
cana-1445	237	22	by	by	ADP
cana-1445	237	23	the	the	DET
cana-1445	237	24	model	model	NOUN
cana-1445	237	25	were	be	AUX
cana-1445	237	26	genuine	genuine	ADJ
cana-1445	237	27	.	.	PUNCT
cana-1445	238	1	this	this	DET
cana-1445	238	2	high	high	ADJ
cana-1445	238	3	precision	precision	NOUN
cana-1445	238	4	rate	rate	NOUN
cana-1445	238	5	underscores	underscore	VERB
cana-1445	238	6	the	the	DET
cana-1445	238	7	reliability	reliability	NOUN
cana-1445	238	8	and	and	CCONJ
cana-1445	238	9	accuracy	accuracy	NOUN
cana-1445	238	10	of	of	ADP
cana-1445	238	11	the	the	DET
cana-1445	238	12	lnn	lnn	NOUN
cana-1445	238	13	model	model	NOUN
cana-1445	238	14	in	in	ADP
cana-1445	238	15	distinguishing	distinguish	VERB
cana-1445	238	16	between	between	ADP
cana-1445	238	17	normal	normal	ADJ
cana-1445	238	18	and	and	CCONJ
cana-1445	238	19	abnormal	abnormal	ADJ
cana-1445	238	20	consumption	consumption	NOUN
cana-1445	238	21	patterns	pattern	NOUN
cana-1445	238	22	.	.	PUNCT
cana-1445	239	1	in	in	ADP
cana-1445	239	2	contrast	contrast	NOUN
cana-1445	239	3	,	,	PUNCT
cana-1445	239	4	both	both	PRON
cana-1445	239	5	lrsd	lrsd	ADJ
cana-1445	239	6	and	and	CCONJ
cana-1445	239	7	arima	arima	NOUN
cana-1445	239	8	models	model	NOUN
cana-1445	239	9	demonstrated	demonstrate	VERB
cana-1445	239	10	slightly	slightly	ADV
cana-1445	239	11	lower	low	ADJ
cana-1445	239	12	performance	performance	NOUN
cana-1445	239	13	in	in	ADP
cana-1445	239	14	anomaly	anomaly	NOUN
cana-1445	239	15	detection	detection	NOUN
cana-1445	239	16	compared	compare	VERB
cana-1445	239	17	to	to	ADP
cana-1445	239	18	the	the	DET
cana-1445	239	19	lnn	lnn	PROPN
cana-1445	239	20	model	model	NOUN
cana-1445	239	21	.	.	PUNCT
cana-1445	240	1	while	while	SCONJ
cana-1445	240	2	lrsd	lrsd	ADV
cana-1445	240	3	and	and	CCONJ
cana-1445	240	4	arima	arima	PROPN
cana-1445	240	5	also	also	ADV
cana-1445	240	6	achieved	achieve	VERB
cana-1445	240	7	high	high	ADJ
cana-1445	240	8	precision	precision	NOUN
cana-1445	240	9	rates	rate	NOUN
cana-1445	240	10	of	of	ADP
cana-1445	240	11	93.94	93.94	NUM
cana-1445	240	12	%	%	NOUN
cana-1445	240	13	and	and	CCONJ
cana-1445	240	14	90.91	90.91	NUM
cana-1445	240	15	%	%	NOUN
cana-1445	240	16	,	,	PUNCT
cana-1445	240	17	respectively	respectively	ADV
cana-1445	240	18	,	,	PUNCT
cana-1445	240	19	they	they	PRON
cana-1445	240	20	detected	detect	VERB
cana-1445	240	21	fewer	few	ADJ
cana-1445	240	22	true	true	ADJ
cana-1445	240	23	positives	positive	NOUN
cana-1445	240	24	and	and	CCONJ
cana-1445	240	25	had	have	VERB
cana-1445	240	26	slightly	slightly	ADV
cana-1445	240	27	higher	high	ADJ
cana-1445	240	28	false	false	ADJ
cana-1445	240	29	positive	positive	ADJ
cana-1445	240	30	rates	rate	NOUN
cana-1445	240	31	than	than	ADP
cana-1445	240	32	the	the	DET
cana-1445	240	33	lnn	lnn	NOUN
cana-1445	240	34	model	model	NOUN
cana-1445	240	35	.	.	PUNCT
cana-1445	241	1	overall	overall	ADV
cana-1445	241	2	,	,	PUNCT
cana-1445	241	3	the	the	DET
cana-1445	241	4	results	result	NOUN
cana-1445	241	5	suggest	suggest	VERB
cana-1445	241	6	that	that	SCONJ
cana-1445	241	7	the	the	DET
cana-1445	241	8	lnn	lnn	PROPN
cana-1445	241	9	model	model	NOUN
cana-1445	241	10	offers	offer	VERB
cana-1445	241	11	superior	superior	ADJ
cana-1445	241	12	performance	performance	NOUN
cana-1445	241	13	in	in	ADP
cana-1445	241	14	anomaly	anomaly	NOUN
cana-1445	241	15	detection	detection	NOUN
cana-1445	241	16	,	,	PUNCT
cana-1445	241	17	characterized	characterize	VERB
cana-1445	241	18	by	by	ADP
cana-1445	241	19	its	its	PRON
cana-1445	241	20	ability	ability	NOUN
cana-1445	241	21	to	to	PART
cana-1445	241	22	accurately	accurately	ADV
cana-1445	241	23	identify	identify	VERB
cana-1445	241	24	anomalies	anomaly	NOUN
cana-1445	241	25	while	while	SCONJ
cana-1445	241	26	minimizing	minimize	VERB
cana-1445	241	27	false	false	ADJ
cana-1445	241	28	alarms	alarm	NOUN
cana-1445	241	29	.	.	PUNCT
cana-1445	242	1	these	these	DET
cana-1445	242	2	findings	finding	NOUN
cana-1445	242	3	highlight	highlight	VERB
cana-1445	242	4	the	the	DET
cana-1445	242	5	potential	potential	NOUN
cana-1445	242	6	of	of	ADP
cana-1445	242	7	lnn	lnn	NOUN
cana-1445	242	8	-	-	PUNCT
cana-1445	242	9	based	base	VERB
cana-1445	242	10	approaches	approach	NOUN
cana-1445	242	11	in	in	ADP
cana-1445	242	12	enhancing	enhance	VERB
cana-1445	242	13	the	the	DET
cana-1445	242	14	reliability	reliability	NOUN
cana-1445	242	15	and	and	CCONJ
cana-1445	242	16	efficiency	efficiency	NOUN
cana-1445	242	17	of	of	ADP
cana-1445	242	18	smart	smart	ADJ
cana-1445	242	19	meter	meter	NOUN
cana-1445	242	20	data	datum	NOUN
cana-1445	242	21	analytics	analytic	NOUN
cana-1445	242	22	for	for	ADP
cana-1445	242	23	energy	energy	NOUN
cana-1445	242	24	management	management	NOUN
cana-1445	242	25	applications	application	NOUN
cana-1445	242	26	.	.	PUNCT
cana-1445	243	1	4.3	4.3	NUM
cana-1445	243	2	.	.	PUNCT
cana-1445	243	3	grid	grid	NOUN
cana-1445	243	4	optimization	optimization	NOUN
cana-1445	243	5	efficiency	efficiency	NOUN
cana-1445	243	6	communications	communication	NOUN
cana-1445	243	7	on	on	ADP
cana-1445	243	8	applied	apply	VERB
cana-1445	243	9	nonlinear	nonlinear	ADJ
cana-1445	243	10	analysis	analysis	NOUN
cana-1445	243	11	issn	issn	NOUN
cana-1445	243	12	:	:	PUNCT
cana-1445	243	13	1074	1074	NUM
cana-1445	243	14	-	-	PUNCT
cana-1445	243	15	133x	133x	NUM
cana-1445	243	16	vol	vol	NOUN
cana-1445	243	17	31	31	NUM
cana-1445	243	18	no	no	NOUN
cana-1445	243	19	.	.	PUNCT
cana-1445	244	1	8s	8s	PROPN
cana-1445	244	2	(	(	PUNCT
cana-1445	244	3	2024	2024	NUM
cana-1445	244	4	)	)	PUNCT
cana-1445	244	5	37	37	NUM
cana-1445	244	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	244	7	grid	grid	NOUN
cana-1445	244	8	optimization	optimization	NOUN
cana-1445	244	9	efficiency	efficiency	NOUN
cana-1445	244	10	is	be	AUX
cana-1445	244	11	a	a	DET
cana-1445	244	12	critical	critical	ADJ
cana-1445	244	13	metric	metric	NOUN
cana-1445	244	14	in	in	ADP
cana-1445	244	15	the	the	DET
cana-1445	244	16	field	field	NOUN
cana-1445	244	17	of	of	ADP
cana-1445	244	18	energy	energy	NOUN
cana-1445	244	19	management	management	NOUN
cana-1445	244	20	and	and	CCONJ
cana-1445	244	21	distribution	distribution	NOUN
cana-1445	244	22	,	,	PUNCT
cana-1445	244	23	particularly	particularly	ADV
cana-1445	244	24	in	in	ADP
cana-1445	244	25	the	the	DET
cana-1445	244	26	context	context	NOUN
cana-1445	244	27	of	of	ADP
cana-1445	244	28	modern	modern	ADJ
cana-1445	244	29	electrical	electrical	ADJ
cana-1445	244	30	grids	grid	NOUN
cana-1445	244	31	.	.	PUNCT
cana-1445	245	1	as	as	SCONJ
cana-1445	245	2	the	the	DET
cana-1445	245	3	demand	demand	NOUN
cana-1445	245	4	for	for	ADP
cana-1445	245	5	electricity	electricity	NOUN
cana-1445	245	6	continues	continue	VERB
cana-1445	245	7	to	to	PART
cana-1445	245	8	rise	rise	VERB
cana-1445	245	9	and	and	CCONJ
cana-1445	245	10	the	the	DET
cana-1445	245	11	pressure	pressure	NOUN
cana-1445	245	12	to	to	PART
cana-1445	245	13	reduce	reduce	VERB
cana-1445	245	14	carbon	carbon	NOUN
cana-1445	245	15	emissions	emission	NOUN
cana-1445	245	16	intensifies	intensifie	NOUN
cana-1445	245	17	,	,	PUNCT
cana-1445	245	18	optimizing	optimize	VERB
cana-1445	245	19	the	the	DET
cana-1445	245	20	efficiency	efficiency	NOUN
cana-1445	245	21	of	of	ADP
cana-1445	245	22	grid	grid	NOUN
cana-1445	245	23	operations	operation	NOUN
cana-1445	245	24	becomes	become	VERB
cana-1445	245	25	paramount	paramount	ADJ
cana-1445	245	26	.	.	PUNCT
cana-1445	246	1	grid	grid	NOUN
cana-1445	246	2	optimization	optimization	NOUN
cana-1445	246	3	efficiency	efficiency	NOUN
cana-1445	246	4	refers	refer	VERB
cana-1445	246	5	to	to	ADP
cana-1445	246	6	the	the	DET
cana-1445	246	7	ability	ability	NOUN
cana-1445	246	8	of	of	ADP
cana-1445	246	9	a	a	DET
cana-1445	246	10	utility	utility	NOUN
cana-1445	246	11	or	or	CCONJ
cana-1445	246	12	grid	grid	NOUN
cana-1445	246	13	operator	operator	NOUN
cana-1445	246	14	to	to	PART
cana-1445	246	15	effectively	effectively	ADV
cana-1445	246	16	manage	manage	VERB
cana-1445	246	17	and	and	CCONJ
cana-1445	246	18	distribute	distribute	VERB
cana-1445	246	19	electrical	electrical	ADJ
cana-1445	246	20	energy	energy	NOUN
cana-1445	246	21	while	while	SCONJ
cana-1445	246	22	minimizing	minimize	VERB
cana-1445	246	23	wastage	wastage	NOUN
cana-1445	246	24	and	and	CCONJ
cana-1445	246	25	maximizing	maximize	VERB
cana-1445	246	26	reliability	reliability	NOUN
cana-1445	246	27	.	.	PUNCT
cana-1445	247	1	model	model	NOUN
cana-1445	247	2	grid	grid	NOUN
cana-1445	247	3	optimization	optimization	NOUN
cana-1445	247	4	efficiency	efficiency	NOUN
cana-1445	247	5	(	(	PUNCT
cana-1445	247	6	%	%	INTJ
cana-1445	247	7	)	)	PUNCT
cana-1445	247	8	lnn	lnn	PROPN
cana-1445	247	9	85.5	85.5	NUM
cana-1445	247	10	lrsd	lrsd	NOUN
cana-1445	247	11	82.3	82.3	NUM
cana-1445	247	12	arima	arima	NOUN
cana-1445	247	13	79.8	79.8	NUM
cana-1445	247	14	the	the	DET
cana-1445	247	15	liquid	liquid	ADJ
cana-1445	247	16	neural	neural	ADJ
cana-1445	247	17	network	network	NOUN
cana-1445	247	18	(	(	PUNCT
cana-1445	247	19	lnn	lnn	PROPN
cana-1445	247	20	)	)	PUNCT
cana-1445	247	21	demonstrates	demonstrate	VERB
cana-1445	247	22	the	the	DET
cana-1445	247	23	highest	high	ADJ
cana-1445	247	24	grid	grid	NOUN
cana-1445	247	25	optimization	optimization	NOUN
cana-1445	247	26	efficiency	efficiency	NOUN
cana-1445	247	27	among	among	ADP
cana-1445	247	28	the	the	DET
cana-1445	247	29	three	three	NUM
cana-1445	247	30	models	model	NOUN
cana-1445	247	31	,	,	PUNCT
cana-1445	247	32	with	with	ADP
cana-1445	247	33	a	a	DET
cana-1445	247	34	score	score	NOUN
cana-1445	247	35	of	of	ADP
cana-1445	247	36	85.5	85.5	NUM
cana-1445	247	37	%	%	NOUN
cana-1445	247	38	.	.	PUNCT
cana-1445	248	1	this	this	PRON
cana-1445	248	2	indicates	indicate	VERB
cana-1445	248	3	that	that	SCONJ
cana-1445	248	4	the	the	DET
cana-1445	248	5	lnn	lnn	NOUN
cana-1445	248	6	model	model	NOUN
cana-1445	248	7	is	be	AUX
cana-1445	248	8	highly	highly	ADV
cana-1445	248	9	effective	effective	ADJ
cana-1445	248	10	at	at	ADP
cana-1445	248	11	optimizing	optimize	VERB
cana-1445	248	12	energy	energy	NOUN
cana-1445	248	13	distribution	distribution	NOUN
cana-1445	248	14	and	and	CCONJ
cana-1445	248	15	minimizing	minimize	VERB
cana-1445	248	16	wastage	wastage	NOUN
cana-1445	248	17	within	within	ADP
cana-1445	248	18	the	the	DET
cana-1445	248	19	electrical	electrical	ADJ
cana-1445	248	20	grid	grid	NOUN
cana-1445	248	21	.	.	PUNCT
cana-1445	249	1	the	the	DET
cana-1445	249	2	linear	linear	ADJ
cana-1445	249	3	regression	regression	NOUN
cana-1445	249	4	with	with	ADP
cana-1445	249	5	seasonal	seasonal	ADJ
cana-1445	249	6	decomposition	decomposition	NOUN
cana-1445	249	7	(	(	PUNCT
cana-1445	249	8	lrsd	lrsd	ADJ
cana-1445	249	9	)	)	PUNCT
cana-1445	249	10	model	model	NOUN
cana-1445	249	11	follows	follow	VERB
cana-1445	249	12	closely	closely	ADV
cana-1445	249	13	behind	behind	ADV
cana-1445	249	14	,	,	PUNCT
cana-1445	249	15	achieving	achieve	VERB
cana-1445	249	16	a	a	DET
cana-1445	249	17	grid	grid	NOUN
cana-1445	249	18	optimization	optimization	NOUN
cana-1445	249	19	efficiency	efficiency	NOUN
cana-1445	249	20	of	of	ADP
cana-1445	249	21	82.3	82.3	NUM
cana-1445	249	22	%	%	NOUN
cana-1445	249	23	.	.	PUNCT
cana-1445	250	1	while	while	SCONJ
cana-1445	250	2	slightly	slightly	ADV
cana-1445	250	3	lower	low	ADJ
cana-1445	250	4	than	than	ADP
cana-1445	250	5	the	the	DET
cana-1445	250	6	lnn	lnn	NOUN
cana-1445	250	7	,	,	PUNCT
cana-1445	250	8	lrsd	lrsd	ADV
cana-1445	250	9	still	still	ADV
cana-1445	250	10	performs	perform	VERB
cana-1445	250	11	admirably	admirably	ADV
cana-1445	250	12	in	in	ADP
cana-1445	250	13	optimizing	optimize	VERB
cana-1445	250	14	grid	grid	NOUN
cana-1445	250	15	operations	operation	NOUN
cana-1445	250	16	and	and	CCONJ
cana-1445	250	17	improving	improve	VERB
cana-1445	250	18	energy	energy	NOUN
cana-1445	250	19	utilization	utilization	NOUN
cana-1445	250	20	.	.	PUNCT
cana-1445	251	1	the	the	DET
cana-1445	251	2	autoregressive	autoregressive	ADJ
cana-1445	251	3	integrated	integrated	ADJ
cana-1445	251	4	moving	move	VERB
cana-1445	251	5	average	average	ADJ
cana-1445	251	6	(	(	PUNCT
cana-1445	251	7	arima	arima	PROPN
cana-1445	251	8	)	)	PUNCT
cana-1445	251	9	model	model	NOUN
cana-1445	251	10	exhibits	exhibit	VERB
cana-1445	251	11	the	the	DET
cana-1445	251	12	lowest	low	ADJ
cana-1445	251	13	grid	grid	NOUN
cana-1445	251	14	optimization	optimization	NOUN
cana-1445	251	15	efficiency	efficiency	NOUN
cana-1445	251	16	among	among	ADP
cana-1445	251	17	the	the	DET
cana-1445	251	18	three	three	NUM
cana-1445	251	19	models	model	NOUN
cana-1445	251	20	,	,	PUNCT
cana-1445	251	21	scoring	score	VERB
cana-1445	251	22	79.8	79.8	NUM
cana-1445	251	23	%	%	NOUN
cana-1445	251	24	.	.	PUNCT
cana-1445	252	1	although	although	SCONJ
cana-1445	252	2	arima	arima	PROPN
cana-1445	252	3	is	be	AUX
cana-1445	252	4	widely	widely	ADV
cana-1445	252	5	used	use	VERB
cana-1445	252	6	in	in	ADP
cana-1445	252	7	time	time	NOUN
cana-1445	252	8	series	series	PROPN
cana-1445	252	9	forecasting	forecasting	PROPN
cana-1445	252	10	,	,	PUNCT
cana-1445	252	11	its	its	PRON
cana-1445	252	12	performance	performance	NOUN
cana-1445	252	13	in	in	ADP
cana-1445	252	14	grid	grid	NOUN
cana-1445	252	15	optimization	optimization	NOUN
cana-1445	252	16	falls	fall	VERB
cana-1445	252	17	behind	behind	ADP
cana-1445	252	18	that	that	PRON
cana-1445	252	19	of	of	ADP
cana-1445	252	20	lnn	lnn	NOUN
cana-1445	252	21	and	and	CCONJ
cana-1445	252	22	lrsd	lrsd	NOUN
cana-1445	252	23	.	.	PUNCT
cana-1445	253	1	the	the	DET
cana-1445	253	2	comparison	comparison	NOUN
cana-1445	253	3	reveals	reveal	VERB
cana-1445	253	4	that	that	SCONJ
cana-1445	253	5	the	the	DET
cana-1445	253	6	lnn	lnn	PROPN
cana-1445	253	7	model	model	NOUN
cana-1445	253	8	outperforms	outperform	VERB
cana-1445	253	9	lrsd	lrsd	ADJ
cana-1445	253	10	and	and	CCONJ
cana-1445	253	11	arima	arima	PROPN
cana-1445	253	12	in	in	ADP
cana-1445	253	13	terms	term	NOUN
cana-1445	253	14	of	of	ADP
cana-1445	253	15	grid	grid	NOUN
cana-1445	253	16	optimization	optimization	NOUN
cana-1445	253	17	efficiency	efficiency	NOUN
cana-1445	253	18	.	.	PUNCT
cana-1445	254	1	this	this	PRON
cana-1445	254	2	suggests	suggest	VERB
cana-1445	254	3	that	that	SCONJ
cana-1445	254	4	the	the	DET
cana-1445	254	5	dynamic	dynamic	ADJ
cana-1445	254	6	nature	nature	NOUN
cana-1445	254	7	of	of	ADP
cana-1445	254	8	the	the	DET
cana-1445	254	9	lnn	lnn	NOUN
cana-1445	254	10	's	's	PART
cana-1445	254	11	architecture	architecture	NOUN
cana-1445	254	12	,	,	PUNCT
cana-1445	254	13	coupled	couple	VERB
cana-1445	254	14	with	with	ADP
cana-1445	254	15	its	its	PRON
cana-1445	254	16	ability	ability	NOUN
cana-1445	254	17	to	to	PART
cana-1445	254	18	capture	capture	VERB
cana-1445	254	19	temporal	temporal	ADJ
cana-1445	254	20	dependencies	dependency	NOUN
cana-1445	254	21	in	in	ADP
cana-1445	254	22	smart	smart	ADJ
cana-1445	254	23	meter	meter	NOUN
cana-1445	254	24	data	datum	NOUN
cana-1445	254	25	,	,	PUNCT
cana-1445	254	26	enables	enable	VERB
cana-1445	254	27	more	more	ADV
cana-1445	254	28	accurate	accurate	ADJ
cana-1445	254	29	and	and	CCONJ
cana-1445	254	30	effective	effective	ADJ
cana-1445	254	31	optimization	optimization	NOUN
cana-1445	254	32	of	of	ADP
cana-1445	254	33	energy	energy	NOUN
cana-1445	254	34	distribution	distribution	NOUN
cana-1445	254	35	within	within	ADP
cana-1445	254	36	the	the	DET
cana-1445	254	37	grid	grid	NOUN
cana-1445	254	38	.	.	PUNCT
cana-1445	255	1	fig	fig	NOUN
cana-1445	255	2	.	.	PUNCT
cana-1445	256	1	4	4	NUM
cana-1445	256	2	anomaly	anomaly	NOUN
cana-1445	256	3	detection	detection	NOUN
cana-1445	256	4	performance	performance	NOUN
cana-1445	256	5	the	the	DET
cana-1445	256	6	findings	finding	NOUN
cana-1445	256	7	have	have	VERB
cana-1445	256	8	significant	significant	ADJ
cana-1445	256	9	implications	implication	NOUN
cana-1445	256	10	for	for	ADP
cana-1445	256	11	energy	energy	NOUN
cana-1445	256	12	management	management	NOUN
cana-1445	256	13	and	and	CCONJ
cana-1445	256	14	grid	grid	NOUN
cana-1445	256	15	operations	operation	NOUN
cana-1445	256	16	.	.	PUNCT
cana-1445	257	1	a	a	DET
cana-1445	257	2	higher	high	ADJ
cana-1445	257	3	grid	grid	NOUN
cana-1445	257	4	optimization	optimization	NOUN
cana-1445	257	5	efficiency	efficiency	NOUN
cana-1445	257	6	translates	translate	VERB
cana-1445	257	7	to	to	ADP
cana-1445	257	8	reduced	reduce	VERB
cana-1445	257	9	energy	energy	NOUN
cana-1445	257	10	wastage	wastage	NOUN
cana-1445	257	11	,	,	PUNCT
cana-1445	257	12	improved	improved	ADJ
cana-1445	257	13	reliability	reliability	NOUN
cana-1445	257	14	,	,	PUNCT
cana-1445	257	15	and	and	CCONJ
cana-1445	257	16	enhanced	enhance	VERB
cana-1445	257	17	sustainability	sustainability	NOUN
cana-1445	257	18	of	of	ADP
cana-1445	257	19	the	the	DET
cana-1445	257	20	electrical	electrical	ADJ
cana-1445	257	21	grid	grid	NOUN
cana-1445	257	22	.	.	PUNCT
cana-1445	258	1	by	by	ADP
cana-1445	258	2	leveraging	leverage	VERB
cana-1445	258	3	advanced	advanced	ADJ
cana-1445	258	4	machine	machine	NOUN
cana-1445	258	5	learning	learn	VERB
cana-1445	258	6	techniques	technique	NOUN
cana-1445	258	7	such	such	ADJ
cana-1445	258	8	as	as	ADP
cana-1445	258	9	lnn	lnn	NOUN
cana-1445	258	10	,	,	PUNCT
cana-1445	258	11	utilities	utility	NOUN
cana-1445	258	12	can	can	AUX
cana-1445	258	13	make	make	VERB
cana-1445	258	14	smarter	smart	ADJ
cana-1445	258	15	decisions	decision	NOUN
cana-1445	258	16	about	about	ADP
cana-1445	258	17	energy	energy	NOUN
cana-1445	258	18	allocation	allocation	NOUN
cana-1445	258	19	,	,	PUNCT
cana-1445	258	20	leading	lead	VERB
cana-1445	258	21	to	to	AUX
cana-1445	258	22	cost	cost	VERB
cana-1445	258	23	savings	saving	NOUN
cana-1445	258	24	and	and	CCONJ
cana-1445	258	25	environmental	environmental	ADJ
cana-1445	258	26	benefits	benefit	NOUN
cana-1445	258	27	.	.	PUNCT
cana-1445	259	1	communications	communication	NOUN
cana-1445	259	2	on	on	ADP
cana-1445	259	3	applied	apply	VERB
cana-1445	259	4	nonlinear	nonlinear	ADJ
cana-1445	259	5	analysis	analysis	NOUN
cana-1445	259	6	issn	issn	NOUN
cana-1445	259	7	:	:	PUNCT
cana-1445	259	8	1074	1074	NUM
cana-1445	259	9	-	-	PUNCT
cana-1445	259	10	133x	133x	NUM
cana-1445	259	11	vol	vol	NOUN
cana-1445	259	12	31	31	NUM
cana-1445	259	13	no	no	NOUN
cana-1445	259	14	.	.	PUNCT
cana-1445	260	1	8s	8s	PROPN
cana-1445	260	2	(	(	PUNCT
cana-1445	260	3	2024	2024	NUM
cana-1445	260	4	)	)	PUNCT
cana-1445	260	5	38	38	NUM
cana-1445	260	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	260	7	5	5	NUM
cana-1445	260	8	.	.	PUNCT
cana-1445	260	9	conclusion	conclusion	NOUN
cana-1445	260	10	in	in	ADP
cana-1445	260	11	conclusion	conclusion	NOUN
cana-1445	260	12	,	,	PUNCT
cana-1445	260	13	the	the	DET
cana-1445	260	14	findings	finding	NOUN
cana-1445	260	15	of	of	ADP
cana-1445	260	16	this	this	DET
cana-1445	260	17	study	study	NOUN
cana-1445	260	18	underscore	underscore	VERB
cana-1445	260	19	the	the	DET
cana-1445	260	20	significant	significant	ADJ
cana-1445	260	21	advantages	advantage	NOUN
cana-1445	260	22	offered	offer	VERB
cana-1445	260	23	by	by	ADP
cana-1445	260	24	the	the	DET
cana-1445	260	25	liquid	liquid	ADJ
cana-1445	260	26	neural	neural	ADJ
cana-1445	260	27	network	network	NOUN
cana-1445	260	28	(	(	PUNCT
cana-1445	260	29	lnn	lnn	PROPN
cana-1445	260	30	)	)	PUNCT
cana-1445	260	31	model	model	NOUN
cana-1445	260	32	in	in	ADP
cana-1445	260	33	the	the	DET
cana-1445	260	34	realm	realm	NOUN
cana-1445	260	35	of	of	ADP
cana-1445	260	36	smart	smart	ADJ
cana-1445	260	37	meter	meter	NOUN
cana-1445	260	38	data	datum	NOUN
cana-1445	260	39	analytics	analytic	NOUN
cana-1445	260	40	.	.	PUNCT
cana-1445	261	1	through	through	ADP
cana-1445	261	2	meticulous	meticulous	ADJ
cana-1445	261	3	analysis	analysis	NOUN
cana-1445	261	4	,	,	PUNCT
cana-1445	261	5	lnn	lnn	NOUN
cana-1445	261	6	demonstrated	demonstrate	VERB
cana-1445	261	7	superior	superior	ADJ
cana-1445	261	8	accuracy	accuracy	NOUN
cana-1445	261	9	in	in	ADP
cana-1445	261	10	energy	energy	NOUN
cana-1445	261	11	demand	demand	NOUN
cana-1445	261	12	forecasting	forecasting	NOUN
cana-1445	261	13	,	,	PUNCT
cana-1445	261	14	precise	precise	ADJ
cana-1445	261	15	anomaly	anomaly	NOUN
cana-1445	261	16	detection	detection	NOUN
cana-1445	261	17	capabilities	capability	NOUN
cana-1445	261	18	,	,	PUNCT
cana-1445	261	19	and	and	CCONJ
cana-1445	261	20	efficient	efficient	ADJ
cana-1445	261	21	grid	grid	NOUN
cana-1445	261	22	optimization	optimization	NOUN
cana-1445	261	23	compared	compare	VERB
cana-1445	261	24	to	to	ADP
cana-1445	261	25	conventional	conventional	ADJ
cana-1445	261	26	models	model	NOUN
cana-1445	261	27	such	such	ADJ
cana-1445	261	28	as	as	ADP
cana-1445	261	29	linear	linear	PROPN
cana-1445	261	30	regression	regression	NOUN
cana-1445	261	31	with	with	ADP
cana-1445	261	32	seasonal	seasonal	ADJ
cana-1445	261	33	decomposition	decomposition	NOUN
cana-1445	261	34	(	(	PUNCT
cana-1445	261	35	lrsd	lrsd	NOUN
cana-1445	261	36	)	)	PUNCT
cana-1445	261	37	and	and	CCONJ
cana-1445	261	38	autoregressive	autoregressive	ADJ
cana-1445	261	39	integrated	integrated	ADJ
cana-1445	261	40	moving	move	VERB
cana-1445	261	41	average	average	NOUN
cana-1445	261	42	(	(	PUNCT
cana-1445	261	43	arima	arima	PROPN
cana-1445	261	44	)	)	PUNCT
cana-1445	261	45	.	.	PUNCT
cana-1445	262	1	these	these	DET
cana-1445	262	2	results	result	NOUN
cana-1445	262	3	highlight	highlight	VERB
cana-1445	262	4	the	the	DET
cana-1445	262	5	potential	potential	NOUN
cana-1445	262	6	of	of	ADP
cana-1445	262	7	lnn	lnn	NOUN
cana-1445	262	8	-	-	PUNCT
cana-1445	262	9	based	base	VERB
cana-1445	262	10	frameworks	framework	NOUN
cana-1445	262	11	,	,	PUNCT
cana-1445	262	12	such	such	ADJ
cana-1445	262	13	as	as	ADP
cana-1445	262	14	intellimeter	intellimeter	NOUN
cana-1445	262	15	,	,	PUNCT
cana-1445	262	16	to	to	PART
cana-1445	262	17	revolutionize	revolutionize	VERB
cana-1445	262	18	energy	energy	NOUN
cana-1445	262	19	management	management	NOUN
cana-1445	262	20	practices	practice	NOUN
cana-1445	262	21	by	by	ADP
cana-1445	262	22	providing	provide	VERB
cana-1445	262	23	utilities	utility	NOUN
cana-1445	262	24	with	with	ADP
cana-1445	262	25	advanced	advanced	ADJ
cana-1445	262	26	predictive	predictive	ADJ
cana-1445	262	27	capabilities	capability	NOUN
cana-1445	262	28	,	,	PUNCT
cana-1445	262	29	proactive	proactive	ADJ
cana-1445	262	30	anomaly	anomaly	NOUN
cana-1445	262	31	detection	detection	NOUN
cana-1445	262	32	mechanisms	mechanism	NOUN
cana-1445	262	33	,	,	PUNCT
cana-1445	262	34	and	and	CCONJ
cana-1445	262	35	optimized	optimize	VERB
cana-1445	262	36	grid	grid	NOUN
cana-1445	262	37	operations	operation	NOUN
cana-1445	262	38	.	.	PUNCT
cana-1445	263	1	looking	look	VERB
cana-1445	263	2	ahead	ahead	ADV
cana-1445	263	3	,	,	PUNCT
cana-1445	263	4	future	future	ADJ
cana-1445	263	5	enhancements	enhancement	NOUN
cana-1445	263	6	in	in	ADP
cana-1445	263	7	smart	smart	ADJ
cana-1445	263	8	meter	meter	NOUN
cana-1445	263	9	data	datum	NOUN
cana-1445	263	10	analytics	analytic	NOUN
cana-1445	263	11	should	should	AUX
cana-1445	263	12	focus	focus	VERB
cana-1445	263	13	on	on	ADP
cana-1445	263	14	integrating	integrate	VERB
cana-1445	263	15	additional	additional	ADJ
cana-1445	263	16	data	datum	NOUN
cana-1445	263	17	sources	source	NOUN
cana-1445	263	18	,	,	PUNCT
cana-1445	263	19	exploring	explore	VERB
cana-1445	263	20	advanced	advanced	ADJ
cana-1445	263	21	machine	machine	NOUN
cana-1445	263	22	learning	learn	VERB
cana-1445	263	23	techniques	technique	NOUN
cana-1445	263	24	,	,	PUNCT
cana-1445	263	25	developing	develop	VERB
cana-1445	263	26	real	real	ADJ
cana-1445	263	27	-	-	PUNCT
cana-1445	263	28	time	time	NOUN
cana-1445	263	29	decision	decision	NOUN
cana-1445	263	30	support	support	NOUN
cana-1445	263	31	systems	system	NOUN
cana-1445	263	32	,	,	PUNCT
cana-1445	263	33	addressing	address	VERB
cana-1445	263	34	scalability	scalability	NOUN
cana-1445	263	35	challenges	challenge	NOUN
cana-1445	263	36	,	,	PUNCT
cana-1445	263	37	and	and	CCONJ
cana-1445	263	38	enhancing	enhance	VERB
cana-1445	263	39	the	the	DET
cana-1445	263	40	robustness	robustness	NOUN
cana-1445	263	41	and	and	CCONJ
cana-1445	263	42	resilience	resilience	NOUN
cana-1445	263	43	of	of	ADP
cana-1445	263	44	smart	smart	ADJ
cana-1445	263	45	meter	meter	NOUN
cana-1445	263	46	analytics	analytic	NOUN
cana-1445	263	47	frameworks	framework	NOUN
cana-1445	263	48	.	.	PUNCT
cana-1445	264	1	by	by	ADP
cana-1445	264	2	advancing	advance	VERB
cana-1445	264	3	research	research	NOUN
cana-1445	264	4	in	in	ADP
cana-1445	264	5	these	these	DET
cana-1445	264	6	areas	area	NOUN
cana-1445	264	7	,	,	PUNCT
cana-1445	264	8	we	we	PRON
cana-1445	264	9	can	can	AUX
cana-1445	264	10	further	far	ADV
cana-1445	264	11	optimize	optimize	VERB
cana-1445	264	12	energy	energy	NOUN
cana-1445	264	13	management	management	NOUN
cana-1445	264	14	practices	practice	NOUN
cana-1445	264	15	,	,	PUNCT
cana-1445	264	16	improve	improve	VERB
cana-1445	264	17	operational	operational	ADJ
cana-1445	264	18	efficiency	efficiency	NOUN
cana-1445	264	19	,	,	PUNCT
cana-1445	264	20	and	and	CCONJ
cana-1445	264	21	promote	promote	VERB
cana-1445	264	22	sustainability	sustainability	NOUN
cana-1445	264	23	in	in	ADP
cana-1445	264	24	the	the	DET
cana-1445	264	25	energy	energy	NOUN
cana-1445	264	26	sector	sector	NOUN
cana-1445	264	27	.	.	PUNCT
cana-1445	265	1	ultimately	ultimately	ADV
cana-1445	265	2	,	,	PUNCT
cana-1445	265	3	continued	continued	ADJ
cana-1445	265	4	innovation	innovation	NOUN
cana-1445	265	5	in	in	ADP
cana-1445	265	6	smart	smart	ADJ
cana-1445	265	7	meter	meter	NOUN
cana-1445	265	8	data	datum	NOUN
cana-1445	265	9	analytics	analytic	NOUN
cana-1445	265	10	will	will	AUX
cana-1445	265	11	play	play	VERB
cana-1445	265	12	a	a	DET
cana-1445	265	13	pivotal	pivotal	ADJ
cana-1445	265	14	role	role	NOUN
cana-1445	265	15	in	in	ADP
cana-1445	265	16	shaping	shape	VERB
cana-1445	265	17	the	the	DET
cana-1445	265	18	future	future	NOUN
cana-1445	265	19	of	of	ADP
cana-1445	265	20	energy	energy	NOUN
cana-1445	265	21	infrastructure	infrastructure	NOUN
cana-1445	265	22	,	,	PUNCT
cana-1445	265	23	enabling	enable	VERB
cana-1445	265	24	more	more	ADV
cana-1445	265	25	efficient	efficient	ADJ
cana-1445	265	26	resource	resource	NOUN
cana-1445	265	27	allocation	allocation	NOUN
cana-1445	265	28	,	,	PUNCT
cana-1445	265	29	enhancing	enhance	VERB
cana-1445	265	30	grid	grid	NOUN
cana-1445	265	31	reliability	reliability	NOUN
cana-1445	265	32	,	,	PUNCT
cana-1445	265	33	and	and	CCONJ
cana-1445	265	34	driving	drive	VERB
cana-1445	265	35	towards	towards	ADP
cana-1445	265	36	a	a	DET
cana-1445	265	37	greener	green	ADJ
cana-1445	265	38	and	and	CCONJ
cana-1445	265	39	more	more	ADV
cana-1445	265	40	sustainable	sustainable	ADJ
cana-1445	265	41	energy	energy	NOUN
cana-1445	265	42	landscape	landscape	NOUN
cana-1445	265	43	.	.	PUNCT
cana-1445	266	1	conflicts	conflict	NOUN
cana-1445	266	2	of	of	ADP
cana-1445	266	3	interest	interest	NOUN
cana-1445	266	4	the	the	DET
cana-1445	266	5	authors	author	NOUN
cana-1445	266	6	declares	declare	VERB
cana-1445	266	7	that	that	SCONJ
cana-1445	266	8	there	there	PRON
cana-1445	266	9	is	be	VERB
cana-1445	266	10	no	no	DET
cana-1445	266	11	conflict	conflict	NOUN
cana-1445	266	12	of	of	ADP
cana-1445	266	13	interest	interest	NOUN
cana-1445	266	14	regarding	regard	VERB
cana-1445	266	15	the	the	DET
cana-1445	266	16	publication	publication	NOUN
cana-1445	266	17	of	of	ADP
cana-1445	266	18	this	this	DET
cana-1445	266	19	paper	paper	NOUN
cana-1445	266	20	.	.	PUNCT
cana-1445	267	1	acknowledgments	acknowledgment	NOUN
cana-1445	267	2	an	an	DET
cana-1445	267	3	acknowledgements	acknowledgement	NOUN
cana-1445	267	4	section	section	NOUN
cana-1445	267	5	is	be	AUX
cana-1445	267	6	optional	optional	ADJ
cana-1445	267	7	and	and	CCONJ
cana-1445	267	8	may	may	AUX
cana-1445	267	9	recognise	recognise	VERB
cana-1445	267	10	those	those	DET
cana-1445	267	11	individuals	individual	NOUN
cana-1445	267	12	who	who	PRON
cana-1445	267	13	provided	provide	VERB
cana-1445	267	14	help	help	NOUN
cana-1445	267	15	during	during	ADP
cana-1445	267	16	the	the	DET
cana-1445	267	17	research	research	NOUN
cana-1445	267	18	and	and	CCONJ
cana-1445	267	19	preparation	preparation	NOUN
cana-1445	267	20	of	of	ADP
cana-1445	267	21	the	the	DET
cana-1445	267	22	manuscript	manuscript	NOUN
cana-1445	267	23	.	.	PUNCT
cana-1445	268	1	other	other	ADJ
cana-1445	268	2	references	reference	NOUN
cana-1445	268	3	to	to	ADP
cana-1445	268	4	the	the	DET
cana-1445	268	5	title	title	NOUN
cana-1445	268	6	/	/	SYM
cana-1445	268	7	authors	author	NOUN
cana-1445	268	8	can	can	AUX
cana-1445	268	9	also	also	ADV
cana-1445	268	10	appear	appear	VERB
cana-1445	268	11	here	here	ADV
cana-1445	268	12	,	,	PUNCT
cana-1445	268	13	such	such	ADJ
cana-1445	268	14	as	as	ADP
cana-1445	268	15	“	"	PUNCT
cana-1445	268	16	author	author	NOUN
cana-1445	268	17	1	1	NUM
cana-1445	268	18	and	and	CCONJ
cana-1445	268	19	author	author	NOUN
cana-1445	268	20	2	2	NUM
cana-1445	268	21	contributed	contribute	VERB
cana-1445	268	22	equally	equally	ADV
cana-1445	268	23	to	to	ADP
cana-1445	268	24	this	this	DET
cana-1445	268	25	work	work	NOUN
cana-1445	268	26	.	.	PUNCT
cana-1445	269	1	references	reference	NOUN
cana-1445	269	2	[	[	X
cana-1445	269	3	1	1	X
cana-1445	269	4	]	]	PUNCT
cana-1445	269	5	s.	s.	PROPN
cana-1445	269	6	k.	k.	PROPN
cana-1445	269	7	,	,	PUNCT
cana-1445	269	8	r.	r.	PROPN
cana-1445	269	9	c.	c.	PROPN
cana-1445	269	10	,	,	PUNCT
cana-1445	269	11	a.	a.	NOUN
cana-1445	269	12	m.	m.	PROPN
cana-1445	269	13	sermakani	sermakani	PROPN
cana-1445	269	14	,	,	PUNCT
cana-1445	269	15	dhakshunhaamoorthiy	dhakshunhaamoorthiy	PROPN
cana-1445	269	16	,	,	PUNCT
cana-1445	269	17	p.	p.	NOUN
cana-1445	269	18	menaga	menaga	NOUN
cana-1445	269	19	and	and	CCONJ
cana-1445	269	20	m.	m.	PROPN
cana-1445	269	21	maharasi	maharasi	PROPN
cana-1445	269	22	,	,	PUNCT
cana-1445	269	23	"	"	PUNCT
cana-1445	269	24	quantum	quantum	NOUN
cana-1445	269	25	-	-	PUNCT
cana-1445	269	26	resistant	resistant	ADJ
cana-1445	269	27	wireless	wireless	ADJ
cana-1445	269	28	intrusion	intrusion	NOUN
cana-1445	269	29	detection	detection	NOUN
cana-1445	269	30	system	system	NOUN
cana-1445	269	31	using	use	VERB
cana-1445	269	32	machine	machine	NOUN
cana-1445	269	33	learning	learning	NOUN
cana-1445	269	34	techniques	technique	NOUN
cana-1445	269	35	,	,	PUNCT
cana-1445	269	36	"	"	PUNCT
cana-1445	269	37	2023	2023	NUM
cana-1445	269	38	7th	7th	ADJ
cana-1445	269	39	international	international	ADJ
cana-1445	269	40	conference	conference	NOUN
cana-1445	269	41	on	on	ADP
cana-1445	269	42	computing	computing	NOUN
cana-1445	269	43	,	,	PUNCT
cana-1445	269	44	communication	communication	NOUN
cana-1445	269	45	,	,	PUNCT
cana-1445	269	46	control	control	NOUN
cana-1445	269	47	and	and	CCONJ
cana-1445	269	48	automation	automation	NOUN
cana-1445	269	49	(	(	PUNCT
cana-1445	269	50	iccubea	iccubea	NOUN
cana-1445	269	51	)	)	PUNCT
cana-1445	269	52	,	,	PUNCT
cana-1445	269	53	pune	pune	NOUN
cana-1445	269	54	,	,	PUNCT
cana-1445	269	55	india	india	PROPN
cana-1445	269	56	,	,	PUNCT
cana-1445	269	57	2023	2023	NUM
cana-1445	269	58	,	,	PUNCT
cana-1445	269	59	pp	pp	ADJ
cana-1445	269	60	.	.	PUNCT
cana-1445	270	1	1	1	NUM
cana-1445	270	2	-	-	SYM
cana-1445	270	3	5	5	NUM
cana-1445	270	4	,	,	PUNCT
cana-1445	270	5	doi	doi	NOUN
cana-1445	270	6	:	:	PUNCT
cana-1445	270	7	10.1109	10.1109	NUM
cana-1445	270	8	/	/	SYM
cana-1445	270	9	iccubea58933.2023.10392127	iccubea58933.2023.10392127	NUM
cana-1445	270	10	.	.	PUNCT
cana-1445	271	1	[	[	X
cana-1445	271	2	2	2	NUM
cana-1445	271	3	]	]	PUNCT
cana-1445	271	4	k.	k.	PROPN
cana-1445	271	5	sudharson	sudharson	PROPN
cana-1445	271	6	,	,	PUNCT
cana-1445	271	7	n.	n.	PROPN
cana-1445	271	8	s.	s.	PROPN
cana-1445	271	9	usha	usha	PROPN
cana-1445	271	10	,	,	PUNCT
cana-1445	271	11	g.	g.	PROPN
cana-1445	271	12	babu	babu	PROPN
cana-1445	271	13	,	,	PUNCT
cana-1445	271	14	a.	a.	PROPN
cana-1445	271	15	p.	p.	PROPN
cana-1445	271	16	s.	s.	PROPN
cana-1445	271	17	,	,	PUNCT
cana-1445	271	18	s.	s.	PROPN
cana-1445	271	19	h.	h.	PROPN
cana-1445	271	20	nallamala	nallamala	PROPN
cana-1445	271	21	and	and	CCONJ
cana-1445	271	22	g.	g.	PROPN
cana-1445	271	23	m.	m.	PROPN
cana-1445	271	24	kumar	kumar	PROPN
cana-1445	271	25	,	,	PUNCT
cana-1445	271	26	"	"	PUNCT
cana-1445	271	27	hybrid	hybrid	ADJ
cana-1445	271	28	quantum	quantum	NOUN
cana-1445	271	29	computing	computing	NOUN
cana-1445	271	30	and	and	CCONJ
cana-1445	271	31	decision	decision	NOUN
cana-1445	271	32	tree	tree	NOUN
cana-1445	271	33	-	-	PUNCT
cana-1445	271	34	based	base	VERB
cana-1445	271	35	data	datum	NOUN
cana-1445	271	36	mining	mining	NOUN
cana-1445	271	37	for	for	ADP
cana-1445	271	38	improved	improved	ADJ
cana-1445	271	39	data	datum	NOUN
cana-1445	271	40	security	security	NOUN
cana-1445	271	41	,	,	PUNCT
cana-1445	271	42	"	"	PUNCT
cana-1445	271	43	2023	2023	NUM
cana-1445	271	44	7th	7th	ADJ
cana-1445	271	45	international	international	ADJ
cana-1445	271	46	conference	conference	NOUN
cana-1445	271	47	on	on	ADP
cana-1445	271	48	computing	computing	NOUN
cana-1445	271	49	,	,	PUNCT
cana-1445	271	50	communication	communication	NOUN
cana-1445	271	51	,	,	PUNCT
cana-1445	271	52	control	control	NOUN
cana-1445	271	53	and	and	CCONJ
cana-1445	271	54	automation	automation	NOUN
cana-1445	271	55	(	(	PUNCT
cana-1445	271	56	iccubea	iccubea	NOUN
cana-1445	271	57	)	)	PUNCT
cana-1445	271	58	,	,	PUNCT
cana-1445	271	59	pune	pune	NOUN
cana-1445	271	60	,	,	PUNCT
cana-1445	271	61	india	india	PROPN
cana-1445	271	62	,	,	PUNCT
cana-1445	271	63	2023	2023	NUM
cana-1445	271	64	,	,	PUNCT
cana-1445	271	65	pp	pp	ADJ
cana-1445	271	66	.	.	PUNCT
cana-1445	272	1	1	1	NUM
cana-1445	272	2	-	-	SYM
cana-1445	272	3	6	6	NUM
cana-1445	272	4	,	,	PUNCT
cana-1445	272	5	doi	doi	NOUN
cana-1445	272	6	:	:	PUNCT
cana-1445	272	7	10.1109	10.1109	NUM
cana-1445	272	8	/	/	SYM
cana-1445	272	9	iccubea58933.2023.10391989	iccubea58933.2023.10391989	PROPN
cana-1445	272	10	.	.	PUNCT
cana-1445	273	1	[	[	X
cana-1445	273	2	3	3	NUM
cana-1445	273	3	]	]	X
cana-1445	273	4	eskandarnia	eskandarnia	PROPN
cana-1445	273	5	,	,	PUNCT
cana-1445	273	6	e.	e.	PROPN
cana-1445	273	7	,	,	PUNCT
cana-1445	273	8	al	al	PROPN
cana-1445	273	9	-	-	PUNCT
cana-1445	273	10	ammal	ammal	PROPN
cana-1445	273	11	,	,	PUNCT
cana-1445	273	12	h.	h.	PROPN
cana-1445	273	13	,	,	PUNCT
cana-1445	273	14	ksantini	ksantini	PROPN
cana-1445	273	15	,	,	PUNCT
cana-1445	273	16	r.	r.	PROPN
cana-1445	273	17	,	,	PUNCT
cana-1445	273	18	m.	m.	PROPN
cana-1445	273	19	hammad	hammad	PROPN
cana-1445	273	20	,	,	PUNCT
cana-1445	273	21	”	"	PUNCT
cana-1445	273	22	deep	deep	ADJ
cana-1445	273	23	learning	learning	NOUN
cana-1445	273	24	techniques	technique	NOUN
cana-1445	273	25	for	for	ADP
cana-1445	273	26	smart	smart	ADJ
cana-1445	273	27	meter	meter	NOUN
cana-1445	273	28	data	datum	NOUN
cana-1445	273	29	analytics	analytic	NOUN
cana-1445	273	30	:	:	PUNCT
cana-1445	273	31	a	a	DET
cana-1445	273	32	review	review	NOUN
cana-1445	273	33	,	,	PUNCT
cana-1445	273	34	”	"	PUNCT
cana-1445	273	35	sn	sn	PROPN
cana-1445	273	36	comput	comput	PROPN
cana-1445	273	37	sci	sci	PROPN
cana-1445	273	38	,	,	PUNCT
cana-1445	273	39	3	3	NUM
cana-1445	273	40	,	,	PUNCT
cana-1445	273	41	243	243	NUM
cana-1445	273	42	,	,	PUNCT
cana-1445	273	43	2022	2022	NUM
cana-1445	273	44	.	.	PUNCT
cana-1445	273	45	https://doi.org/10.1007/s42979-022-01161-6	https://doi.org/10.1007/s42979-022-01161-6	X
cana-1445	274	1	[	[	X
cana-1445	274	2	4	4	NUM
cana-1445	274	3	]	]	X
cana-1445	274	4	pereira	pereira	PROPN
cana-1445	274	5	,	,	PUNCT
cana-1445	274	6	l.	l.	PROPN
cana-1445	274	7	,	,	PUNCT
cana-1445	274	8	costa	costa	PROPN
cana-1445	274	9	,	,	PUNCT
cana-1445	274	10	d.	d.	PROPN
cana-1445	274	11	&	&	CCONJ
cana-1445	274	12	ribeiro	ribeiro	PROPN
cana-1445	274	13	,	,	PUNCT
cana-1445	274	14	m	m	PROPN
cana-1445	274	15	,	,	PUNCT
cana-1445	274	16	“	"	PUNCT
cana-1445	274	17	a	a	DET
cana-1445	274	18	residential	residential	ADJ
cana-1445	274	19	labeled	label	VERB
cana-1445	274	20	dataset	dataset	NOUN
cana-1445	274	21	for	for	ADP
cana-1445	274	22	smart	smart	ADJ
cana-1445	274	23	meter	meter	NOUN
cana-1445	274	24	data	datum	NOUN
cana-1445	274	25	analytics	analytic	NOUN
cana-1445	274	26	,	,	PUNCT
cana-1445	274	27	”	"	PUNCT
cana-1445	274	28	sci	sci	PROPN
cana-1445	274	29	data	data	PROPN
cana-1445	274	30	,	,	PUNCT
cana-1445	274	31	9	9	NUM
cana-1445	274	32	,	,	PUNCT
cana-1445	274	33	134	134	NUM
cana-1445	274	34	,	,	PUNCT
cana-1445	274	35	2022	2022	NUM
cana-1445	274	36	..	..	PUNCT
cana-1445	274	37	https://doi.org/10.1038/s41597-022-01252-2	https://doi.org/10.1038/s41597-022-01252-2	X
cana-1445	274	38	.	.	PUNCT
cana-1445	275	1	[	[	X
cana-1445	275	2	5	5	NUM
cana-1445	275	3	]	]	X
cana-1445	275	4	chen	chen	PROPN
cana-1445	275	5	,	,	PUNCT
cana-1445	275	6	z.	z.	PROPN
cana-1445	275	7	,	,	PUNCT
cana-1445	275	8	amani	amani	PROPN
cana-1445	275	9	,	,	PUNCT
cana-1445	275	10	a.	a.	NOUN
cana-1445	275	11	m.	m.	NOUN
cana-1445	275	12	,	,	PUNCT
cana-1445	275	13	yu	yu	PROPN
cana-1445	275	14	,	,	PUNCT
cana-1445	275	15	x.	x.	NOUN
cana-1445	275	16	,	,	PUNCT
cana-1445	275	17	&	&	CCONJ
cana-1445	275	18	jalili	jalili	NOUN
cana-1445	275	19	,	,	PUNCT
cana-1445	275	20	m.	m.	NOUN
cana-1445	275	21	,	,	PUNCT
cana-1445	275	22	"	"	PUNCT
cana-1445	275	23	control	control	NOUN
cana-1445	275	24	and	and	CCONJ
cana-1445	275	25	optimisation	optimisation	NOUN
cana-1445	275	26	of	of	ADP
cana-1445	275	27	power	power	NOUN
cana-1445	275	28	grids	grid	NOUN
cana-1445	275	29	using	use	VERB
cana-1445	275	30	smart	smart	ADJ
cana-1445	275	31	meter	meter	NOUN
cana-1445	275	32	data	datum	NOUN
cana-1445	275	33	:	:	PUNCT
cana-1445	275	34	a	a	DET
cana-1445	275	35	review	review	NOUN
cana-1445	275	36	,	,	PUNCT
cana-1445	275	37	"	"	PUNCT
cana-1445	275	38	sensors	sensor	NOUN
cana-1445	275	39	,	,	PUNCT
cana-1445	275	40	vol	vol	NOUN
cana-1445	275	41	.	.	PROPN
cana-1445	275	42	23	23	NUM
cana-1445	275	43	,	,	PUNCT
cana-1445	275	44	no	no	INTJ
cana-1445	275	45	.	.	NOUN
cana-1445	275	46	4	4	NUM
cana-1445	275	47	,	,	PUNCT
cana-1445	275	48	pp	pp	ADJ
cana-1445	275	49	.	.	PUNCT
cana-1445	276	1	2118	2118	NUM
cana-1445	276	2	,	,	PUNCT
cana-1445	276	3	2023	2023	NUM
cana-1445	276	4	.	.	PUNCT
cana-1445	277	1	https://doi.org/10.3390/s23042118	https://doi.org/10.3390/s23042118	NUM
cana-1445	278	1	[	[	X
cana-1445	278	2	6	6	NUM
cana-1445	278	3	]	]	X
cana-1445	278	4	kochański	kochański	ADJ
cana-1445	278	5	,	,	PUNCT
cana-1445	278	6	m.	m.	NOUN
cana-1445	278	7	,	,	PUNCT
cana-1445	278	8	korczak	korczak	PROPN
cana-1445	278	9	,	,	PUNCT
cana-1445	278	10	k.	k.	PROPN
cana-1445	278	11	,	,	PUNCT
cana-1445	278	12	&	&	CCONJ
cana-1445	278	13	skoczkowski	skoczkowski	ADJ
cana-1445	278	14	,	,	PUNCT
cana-1445	278	15	t.	t.	PROPN
cana-1445	278	16	,	,	PUNCT
cana-1445	278	17	"	"	PUNCT
cana-1445	278	18	technology	technology	NOUN
cana-1445	278	19	innovation	innovation	NOUN
cana-1445	278	20	system	system	NOUN
cana-1445	278	21	analysis	analysis	NOUN
cana-1445	278	22	of	of	ADP
cana-1445	278	23	electricity	electricity	NOUN
cana-1445	278	24	smart	smart	ADJ
cana-1445	278	25	metering	metering	NOUN
cana-1445	278	26	in	in	ADP
cana-1445	278	27	the	the	DET
cana-1445	278	28	european	european	PROPN
cana-1445	278	29	union	union	PROPN
cana-1445	278	30	,	,	PUNCT
cana-1445	278	31	"	"	PUNCT
cana-1445	278	32	energies	energy	NOUN
cana-1445	278	33	,	,	PUNCT
cana-1445	278	34	vol	vol	NOUN
cana-1445	278	35	.	.	PROPN
cana-1445	278	36	13	13	NUM
cana-1445	278	37	,	,	PUNCT
cana-1445	278	38	no	no	INTJ
cana-1445	278	39	.	.	NOUN
cana-1445	278	40	9	9	NUM
cana-1445	278	41	,	,	PUNCT
cana-1445	278	42	pp	pp	ADJ
cana-1445	278	43	.	.	PUNCT
cana-1445	279	1	916	916	NUM
cana-1445	279	2	,	,	PUNCT
cana-1445	279	3	2020	2020	NUM
cana-1445	279	4	.	.	PUNCT
cana-1445	280	1	[	[	X
cana-1445	280	2	7	7	NUM
cana-1445	280	3	]	]	X
cana-1445	280	4	wang	wang	PROPN
cana-1445	280	5	,	,	PUNCT
cana-1445	280	6	y.	y.	PROPN
cana-1445	280	7	,	,	PUNCT
cana-1445	280	8	chen	chen	PROPN
cana-1445	280	9	,	,	PUNCT
cana-1445	280	10	q.	q.	PROPN
cana-1445	280	11	,	,	PUNCT
cana-1445	280	12	hong	hong	PROPN
cana-1445	280	13	,	,	PUNCT
cana-1445	280	14	t.	t.	PROPN
cana-1445	280	15	,	,	PUNCT
cana-1445	280	16	&	&	CCONJ
cana-1445	280	17	kang	kang	PROPN
cana-1445	280	18	,	,	PUNCT
cana-1445	280	19	c.	c.	PROPN
cana-1445	280	20	,	,	PUNCT
cana-1445	280	21	"	"	PUNCT
cana-1445	280	22	review	review	NOUN
cana-1445	280	23	of	of	ADP
cana-1445	280	24	smart	smart	ADJ
cana-1445	280	25	meter	meter	NOUN
cana-1445	280	26	data	datum	NOUN
cana-1445	280	27	analytics	analytic	NOUN
cana-1445	280	28	:	:	PUNCT
cana-1445	280	29	applications	application	NOUN
cana-1445	280	30	,	,	PUNCT
cana-1445	280	31	methodologies	methodology	NOUN
cana-1445	280	32	,	,	PUNCT
cana-1445	280	33	and	and	CCONJ
cana-1445	280	34	challenges	challenge	NOUN
cana-1445	280	35	,	,	PUNCT
cana-1445	280	36	"	"	PUNCT
cana-1445	280	37	ieee	ieee	NOUN
cana-1445	280	38	transactions	transaction	NOUN
cana-1445	280	39	on	on	ADP
cana-1445	280	40	smart	smart	ADJ
cana-1445	280	41	grid	grid	NOUN
cana-1445	280	42	,	,	PUNCT
cana-1445	280	43	vol	vol	NOUN
cana-1445	280	44	.	.	PROPN
cana-1445	280	45	10	10	NUM
cana-1445	280	46	,	,	PUNCT
cana-1445	280	47	no	no	INTJ
cana-1445	280	48	.	.	NOUN
cana-1445	280	49	3	3	NUM
cana-1445	280	50	,	,	PUNCT
cana-1445	280	51	pp	pp	ADJ
cana-1445	280	52	.	.	PUNCT
cana-1445	280	53	3125–3148	3125–3148	NUM
cana-1445	280	54	,	,	PUNCT
cana-1445	280	55	2018	2018	NUM
cana-1445	280	56	.	.	PUNCT
cana-1445	281	1	communications	communication	NOUN
cana-1445	281	2	on	on	ADP
cana-1445	281	3	applied	apply	VERB
cana-1445	281	4	nonlinear	nonlinear	ADJ
cana-1445	281	5	analysis	analysis	NOUN
cana-1445	281	6	issn	issn	NOUN
cana-1445	281	7	:	:	PUNCT
cana-1445	281	8	1074	1074	NUM
cana-1445	281	9	-	-	PUNCT
cana-1445	281	10	133x	133x	NUM
cana-1445	281	11	vol	vol	NOUN
cana-1445	281	12	31	31	NUM
cana-1445	281	13	no	no	NOUN
cana-1445	281	14	.	.	PUNCT
cana-1445	282	1	8s	8s	PROPN
cana-1445	282	2	(	(	PUNCT
cana-1445	282	3	2024	2024	NUM
cana-1445	282	4	)	)	PUNCT
cana-1445	282	5	39	39	NUM
cana-1445	282	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	283	1	[	[	X
cana-1445	283	2	8	8	NUM
cana-1445	283	3	]	]	X
cana-1445	283	4	pappu	pappu	PROPN
cana-1445	283	5	,	,	PUNCT
cana-1445	283	6	s.	s.	PROPN
cana-1445	283	7	j.	j.	PROPN
cana-1445	283	8	,	,	PUNCT
cana-1445	283	9	bhatt	bhatt	PROPN
cana-1445	283	10	,	,	PUNCT
cana-1445	283	11	n.	n.	NOUN
cana-1445	283	12	,	,	PUNCT
cana-1445	283	13	pasumarthy	pasumarthy	PROPN
cana-1445	283	14	,	,	PUNCT
cana-1445	283	15	r.	r.	PROPN
cana-1445	283	16	,	,	PUNCT
cana-1445	283	17	&	&	CCONJ
cana-1445	283	18	rajeswaran	rajeswaran	PROPN
cana-1445	283	19	,	,	PUNCT
cana-1445	283	20	a.	a.	NOUN
cana-1445	283	21	,	,	PUNCT
cana-1445	283	22	"	"	PUNCT
cana-1445	283	23	identifying	identify	VERB
cana-1445	283	24	topology	topology	NOUN
cana-1445	283	25	of	of	ADP
cana-1445	283	26	low	low	ADJ
cana-1445	283	27	voltage	voltage	NOUN
cana-1445	283	28	distribution	distribution	NOUN
cana-1445	283	29	networks	network	NOUN
cana-1445	283	30	based	base	VERB
cana-1445	283	31	on	on	ADP
cana-1445	283	32	smart	smart	ADJ
cana-1445	283	33	meter	meter	NOUN
cana-1445	283	34	data	datum	NOUN
cana-1445	283	35	,	,	PUNCT
cana-1445	283	36	"	"	PUNCT
cana-1445	283	37	ieee	ieee	NOUN
cana-1445	283	38	transactions	transaction	NOUN
cana-1445	283	39	on	on	ADP
cana-1445	283	40	smart	smart	ADJ
cana-1445	283	41	grid	grid	NOUN
cana-1445	283	42	,	,	PUNCT
cana-1445	283	43	vol	vol	NOUN
cana-1445	283	44	.	.	NOUN
cana-1445	283	45	9	9	NUM
cana-1445	283	46	,	,	PUNCT
cana-1445	283	47	no	no	INTJ
cana-1445	283	48	.	.	NOUN
cana-1445	283	49	5	5	NUM
cana-1445	283	50	,	,	PUNCT
cana-1445	283	51	pp	pp	ADJ
cana-1445	283	52	.	.	PUNCT
cana-1445	284	1	5113–5122	5113–5122	NUM
cana-1445	284	2	,	,	PUNCT
cana-1445	284	3	2017	2017	NUM
cana-1445	284	4	.	.	PUNCT
cana-1445	285	1	[	[	X
cana-1445	285	2	9	9	NUM
cana-1445	285	3	]	]	X
cana-1445	285	4	khan	khan	PROPN
cana-1445	285	5	,	,	PUNCT
cana-1445	285	6	z.	z.	PROPN
cana-1445	285	7	a.	a.	PROPN
cana-1445	285	8	,	,	PUNCT
cana-1445	285	9	&	&	CCONJ
cana-1445	285	10	jayaweera	jayaweera	PROPN
cana-1445	285	11	,	,	PUNCT
cana-1445	285	12	d.	d.	PROPN
cana-1445	285	13	,	,	PUNCT
cana-1445	285	14	"	"	PUNCT
cana-1445	285	15	smart	smart	ADJ
cana-1445	285	16	meter	meter	NOUN
cana-1445	285	17	data	datum	NOUN
cana-1445	285	18	based	base	VERB
cana-1445	285	19	load	load	NOUN
cana-1445	285	20	forecasting	forecasting	NOUN
cana-1445	285	21	and	and	CCONJ
cana-1445	285	22	demand	demand	VERB
cana-1445	285	23	side	side	NOUN
cana-1445	285	24	management	management	NOUN
cana-1445	285	25	in	in	ADP
cana-1445	285	26	distribution	distribution	NOUN
cana-1445	285	27	networks	network	NOUN
cana-1445	285	28	with	with	ADP
cana-1445	285	29	embedded	embed	VERB
cana-1445	285	30	pv	pv	NOUN
cana-1445	285	31	systems	system	NOUN
cana-1445	285	32	,	,	PUNCT
cana-1445	285	33	"	"	PUNCT
cana-1445	285	34	ieee	ieee	NOUN
cana-1445	285	35	access	access	NOUN
cana-1445	285	36	,	,	PUNCT
cana-1445	285	37	vol	vol	NOUN
cana-1445	285	38	.	.	PROPN
cana-1445	285	39	8	8	NUM
cana-1445	285	40	,	,	PUNCT
cana-1445	285	41	pp	pp	ADJ
cana-1445	285	42	.	.	PUNCT
cana-1445	285	43	2631–2644	2631–2644	NUM
cana-1445	285	44	,	,	PUNCT
cana-1445	285	45	2019	2019	NUM
cana-1445	285	46	.	.	PUNCT
cana-1445	286	1	[	[	X
cana-1445	286	2	10	10	NUM
cana-1445	286	3	]	]	PUNCT
cana-1445	286	4	alzate	alzate	PROPN
cana-1445	286	5	,	,	PUNCT
cana-1445	286	6	e.	e.	PROPN
cana-1445	286	7	b.	b.	PROPN
cana-1445	286	8	,	,	PUNCT
cana-1445	286	9	bueno	bueno	PROPN
cana-1445	286	10	-	-	PUNCT
cana-1445	286	11	lópez	lópez	PROPN
cana-1445	286	12	,	,	PUNCT
cana-1445	286	13	m.	m.	NOUN
cana-1445	286	14	,	,	PUNCT
cana-1445	286	15	xie	xie	PROPN
cana-1445	286	16	,	,	PUNCT
cana-1445	286	17	j.	j.	PROPN
cana-1445	286	18	,	,	PUNCT
cana-1445	286	19	&	&	CCONJ
cana-1445	286	20	strunz	strunz	PROPN
cana-1445	286	21	,	,	PUNCT
cana-1445	286	22	k.	k.	PROPN
cana-1445	286	23	,	,	PUNCT
cana-1445	286	24	"	"	PUNCT
cana-1445	286	25	distribution	distribution	NOUN
cana-1445	286	26	system	system	NOUN
cana-1445	286	27	state	state	NOUN
cana-1445	286	28	estimation	estimation	NOUN
cana-1445	286	29	to	to	PART
cana-1445	286	30	support	support	VERB
cana-1445	286	31	coordinated	coordinated	ADJ
cana-1445	286	32	voltage	voltage	NOUN
cana-1445	286	33	-	-	PUNCT
cana-1445	286	34	control	control	NOUN
cana-1445	286	35	strategies	strategy	NOUN
cana-1445	286	36	by	by	ADP
cana-1445	286	37	using	use	VERB
cana-1445	286	38	smart	smart	ADJ
cana-1445	286	39	meters	meter	NOUN
cana-1445	286	40	,	,	PUNCT
cana-1445	286	41	"	"	PUNCT
cana-1445	286	42	ieee	ieee	NOUN
cana-1445	286	43	transactions	transaction	NOUN
cana-1445	286	44	on	on	ADP
cana-1445	286	45	power	power	NOUN
cana-1445	286	46	systems	system	NOUN
cana-1445	286	47	,	,	PUNCT
cana-1445	286	48	vol	vol	NOUN
cana-1445	286	49	.	.	PROPN
cana-1445	287	1	34	34	NUM
cana-1445	287	2	,	,	PUNCT
cana-1445	287	3	no	no	INTJ
cana-1445	287	4	.	.	NOUN
cana-1445	287	5	6	6	NUM
cana-1445	287	6	,	,	PUNCT
cana-1445	287	7	pp	pp	ADJ
cana-1445	287	8	.	.	PUNCT
cana-1445	287	9	5198	5198	NUM
cana-1445	287	10	–	–	PUNCT
cana-1445	287	11	5207	5207	NUM
cana-1445	287	12	,	,	PUNCT
cana-1445	287	13	2019	2019	NUM
cana-1445	287	14	.	.	PUNCT
cana-1445	288	1	[	[	X
cana-1445	288	2	11	11	NUM
cana-1445	288	3	]	]	SYM
cana-1445	288	4	tran	tran	PROPN
cana-1445	288	5	,	,	PUNCT
cana-1445	288	6	h.	h.	PROPN
cana-1445	288	7	y.	y.	PROPN
cana-1445	288	8	,	,	PUNCT
cana-1445	288	9	hu	hu	PROPN
cana-1445	288	10	,	,	PUNCT
cana-1445	288	11	j.	j.	PROPN
cana-1445	288	12	,	,	PUNCT
cana-1445	288	13	&	&	CCONJ
cana-1445	288	14	pota	pota	PROPN
cana-1445	288	15	,	,	PUNCT
cana-1445	288	16	h.	h.	PROPN
cana-1445	288	17	r.	r.	PROPN
cana-1445	288	18	,	,	PUNCT
cana-1445	288	19	"	"	PUNCT
cana-1445	288	20	smart	smart	ADJ
cana-1445	288	21	meter	meter	NOUN
cana-1445	288	22	data	datum	NOUN
cana-1445	288	23	obfuscation	obfuscation	NOUN
cana-1445	288	24	with	with	ADP
cana-1445	288	25	a	a	DET
cana-1445	288	26	hybrid	hybrid	ADJ
cana-1445	288	27	privacy	privacy	NOUN
cana-1445	288	28	-	-	PUNCT
cana-1445	288	29	preserving	preserve	VERB
cana-1445	288	30	data	datum	NOUN
cana-1445	288	31	publishing	publishing	NOUN
cana-1445	288	32	scheme	scheme	NOUN
cana-1445	288	33	without	without	ADP
cana-1445	288	34	a	a	DET
cana-1445	288	35	trusted	trust	VERB
cana-1445	288	36	third	third	ADJ
cana-1445	288	37	party	party	NOUN
cana-1445	288	38	,	,	PUNCT
cana-1445	288	39	"	"	PUNCT
cana-1445	288	40	ieee	ieee	NOUN
cana-1445	288	41	internet	internet	NOUN
cana-1445	288	42	of	of	ADP
cana-1445	288	43	things	thing	NOUN
cana-1445	288	44	journal	journal	NOUN
cana-1445	288	45	,	,	PUNCT
cana-1445	288	46	vol	vol	NOUN
cana-1445	288	47	.	.	PROPN
cana-1445	288	48	9	9	NUM
cana-1445	288	49	,	,	PUNCT
cana-1445	288	50	no	no	INTJ
cana-1445	288	51	.	.	NOUN
cana-1445	288	52	21	21	NUM
cana-1445	288	53	,	,	PUNCT
cana-1445	288	54	pp	pp	PROPN
cana-1445	288	55	.	.	PUNCT
cana-1445	288	56	16080–16095	16080–16095	NUM
cana-1445	288	57	,	,	PUNCT
cana-1445	288	58	2022	2022	NUM
cana-1445	288	59	.	.	PUNCT
cana-1445	289	1	[	[	X
cana-1445	289	2	12	12	NUM
cana-1445	289	3	]	]	X
cana-1445	289	4	zhang	zhang	PROPN
cana-1445	289	5	,	,	PUNCT
cana-1445	289	6	y.	y.	PROPN
cana-1445	289	7	,	,	PUNCT
cana-1445	289	8	huang	huang	PROPN
cana-1445	289	9	,	,	PUNCT
cana-1445	289	10	t.	t.	PROPN
cana-1445	289	11	,	,	PUNCT
cana-1445	289	12	&	&	CCONJ
cana-1445	289	13	bompard	bompard	PROPN
cana-1445	289	14	,	,	PUNCT
cana-1445	289	15	e.	e.	PROPN
cana-1445	289	16	f.	f.	PROPN
cana-1445	289	17	,	,	PUNCT
cana-1445	289	18	"	"	PUNCT
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cana-1445	289	20	data	datum	NOUN
cana-1445	289	21	analytics	analytic	NOUN
cana-1445	289	22	in	in	ADP
cana-1445	289	23	smart	smart	ADJ
cana-1445	289	24	grids	grid	NOUN
cana-1445	289	25	:	:	PUNCT
cana-1445	289	26	a	a	DET
cana-1445	289	27	review	review	NOUN
cana-1445	289	28	,	,	PUNCT
cana-1445	289	29	"	"	PUNCT
cana-1445	289	30	energy	energy	NOUN
cana-1445	289	31	informatics	informatic	NOUN
cana-1445	289	32	,	,	PUNCT
cana-1445	289	33	vol	vol	NOUN
cana-1445	289	34	.	.	PROPN
cana-1445	289	35	1	1	NUM
cana-1445	289	36	,	,	PUNCT
cana-1445	289	37	no	no	INTJ
cana-1445	289	38	.	.	NOUN
cana-1445	289	39	1	1	NUM
cana-1445	289	40	,	,	PUNCT
cana-1445	289	41	pp	pp	ADJ
cana-1445	289	42	.	.	NOUN
cana-1445	289	43	8	8	NUM
cana-1445	289	44	,	,	PUNCT
cana-1445	289	45	2018	2018	NUM
cana-1445	289	46	.	.	PUNCT
cana-1445	290	1	https://doi.org/10.1186/s42162-018-0007-5	https://doi.org/10.1186/s42162-018-0007-5	NUM
cana-1445	290	2	[	[	X
cana-1445	290	3	13	13	NUM
cana-1445	290	4	]	]	X
cana-1445	290	5	wang	wang	PROPN
cana-1445	290	6	,	,	PUNCT
cana-1445	290	7	y.	y.	PROPN
cana-1445	290	8	,	,	PUNCT
cana-1445	290	9	amin	amin	PROPN
cana-1445	290	10	,	,	PUNCT
cana-1445	290	11	m.	m.	NOUN
cana-1445	290	12	m.	m.	NOUN
cana-1445	290	13	,	,	PUNCT
cana-1445	290	14	&	&	CCONJ
cana-1445	290	15	fu	fu	PROPN
cana-1445	290	16	,	,	PUNCT
cana-1445	290	17	j.	j.	PROPN
cana-1445	290	18	,	,	PUNCT
cana-1445	290	19	"	"	PUNCT
cana-1445	290	20	a	a	DET
cana-1445	290	21	novel	novel	ADJ
cana-1445	290	22	data	data	NOUN
cana-1445	290	23	analytical	analytical	ADJ
cana-1445	290	24	approach	approach	NOUN
cana-1445	290	25	for	for	ADP
cana-1445	290	26	false	false	ADJ
cana-1445	290	27	data	datum	NOUN
cana-1445	290	28	injection	injection	NOUN
cana-1445	290	29	cyber	cyber	NOUN
cana-1445	290	30	-	-	PUNCT
cana-1445	290	31	physical	physical	ADJ
cana-1445	290	32	attack	attack	NOUN
cana-1445	290	33	mitigation	mitigation	NOUN
cana-1445	290	34	in	in	ADP
cana-1445	290	35	smart	smart	ADJ
cana-1445	290	36	grids	grid	NOUN
cana-1445	290	37	,	,	PUNCT
cana-1445	290	38	"	"	PUNCT
cana-1445	290	39	ieee	ieee	NOUN
cana-1445	290	40	access	access	NOUN
cana-1445	290	41	,	,	PUNCT
cana-1445	290	42	vol	vol	NOUN
cana-1445	290	43	.	.	PROPN
cana-1445	290	44	5	5	NUM
cana-1445	290	45	,	,	PUNCT
cana-1445	290	46	pp	pp	ADJ
cana-1445	290	47	.	.	PUNCT
cana-1445	291	1	26022–26033	26022–26033	NUM
cana-1445	291	2	,	,	PUNCT
cana-1445	291	3	2017	2017	NUM
cana-1445	291	4	.	.	PUNCT
cana-1445	292	1	https://doi.org/10.1109/access.2017.2769099	https://doi.org/10.1109/access.2017.2769099	PROPN
cana-1445	293	1	[	[	X
cana-1445	293	2	14	14	NUM
cana-1445	293	3	]	]	SYM
cana-1445	293	4	fekri	fekri	NOUN
cana-1445	293	5	,	,	PUNCT
cana-1445	293	6	m.	m.	NOUN
cana-1445	293	7	n.	n.	PROPN
cana-1445	293	8	,	,	PUNCT
cana-1445	293	9	grolinger	grolinger	NOUN
cana-1445	293	10	,	,	PUNCT
cana-1445	293	11	k.	k.	PROPN
cana-1445	293	12	,	,	PUNCT
cana-1445	293	13	&	&	CCONJ
cana-1445	293	14	mir	mir	PROPN
cana-1445	293	15	,	,	PUNCT
cana-1445	293	16	s.	s.	PROPN
cana-1445	293	17	,	,	PUNCT
cana-1445	293	18	"	"	PUNCT
cana-1445	293	19	distributed	distribute	VERB
cana-1445	293	20	load	load	NOUN
cana-1445	293	21	forecasting	forecasting	NOUN
cana-1445	293	22	using	use	VERB
cana-1445	293	23	smart	smart	ADJ
cana-1445	293	24	meter	meter	NOUN
cana-1445	293	25	data	datum	NOUN
cana-1445	293	26	:	:	PUNCT
cana-1445	293	27	federated	federate	VERB
cana-1445	293	28	learning	learning	NOUN
cana-1445	293	29	with	with	ADP
cana-1445	293	30	recurrent	recurrent	ADJ
cana-1445	293	31	neural	neural	ADJ
cana-1445	293	32	networks	network	NOUN
cana-1445	293	33	,	,	PUNCT
cana-1445	293	34	"	"	PUNCT
cana-1445	293	35	international	international	ADJ
cana-1445	293	36	journal	journal	NOUN
cana-1445	293	37	of	of	ADP
cana-1445	293	38	electrical	electrical	ADJ
cana-1445	293	39	power	power	NOUN
cana-1445	293	40	&	&	CCONJ
cana-1445	293	41	energy	energy	NOUN
cana-1445	293	42	systems	system	NOUN
cana-1445	293	43	,	,	PUNCT
cana-1445	293	44	vol	vol	NOUN
cana-1445	293	45	.	.	PROPN
cana-1445	293	46	137	137	NUM
cana-1445	293	47	,	,	PUNCT
cana-1445	293	48	p.	p.	NOUN
cana-1445	293	49	107669	107669	NUM
cana-1445	293	50	,	,	PUNCT
cana-1445	293	51	2022	2022	NUM
cana-1445	293	52	.	.	PUNCT
cana-1445	294	1	https://doi.org/10.1016/j.ijepes.2021.107669	https://doi.org/10.1016/j.ijepes.2021.107669	PROPN
cana-1445	294	2	[	[	X
cana-1445	294	3	15	15	NUM
cana-1445	294	4	]	]	X
cana-1445	294	5	mathumitha	mathumitha	PROPN
cana-1445	294	6	,	,	PUNCT
cana-1445	294	7	r.	r.	PROPN
cana-1445	294	8	,	,	PUNCT
cana-1445	294	9	rathika	rathika	NOUN
cana-1445	294	10	,	,	PUNCT
cana-1445	294	11	p.	p.	NOUN
cana-1445	294	12	,	,	PUNCT
cana-1445	294	13	&	&	CCONJ
cana-1445	294	14	manimala	manimala	PROPN
cana-1445	294	15	,	,	PUNCT
cana-1445	294	16	k.	k.	PROPN
cana-1445	294	17	,	,	PUNCT
cana-1445	294	18	"	"	PUNCT
cana-1445	294	19	intelligent	intelligent	ADJ
cana-1445	294	20	deep	deep	ADJ
cana-1445	294	21	learning	learning	NOUN
cana-1445	294	22	techniques	technique	NOUN
cana-1445	294	23	for	for	ADP
cana-1445	294	24	energy	energy	NOUN
cana-1445	294	25	consumption	consumption	NOUN
cana-1445	294	26	forecasting	forecasting	NOUN
cana-1445	294	27	in	in	ADP
cana-1445	294	28	smart	smart	ADJ
cana-1445	294	29	buildings	building	NOUN
cana-1445	294	30	:	:	PUNCT
cana-1445	294	31	a	a	DET
cana-1445	294	32	review	review	NOUN
cana-1445	294	33	,	,	PUNCT
cana-1445	294	34	"	"	PUNCT
cana-1445	294	35	artificial	artificial	ADJ
cana-1445	294	36	intelligence	intelligence	NOUN
cana-1445	294	37	review	review	NOUN
cana-1445	294	38	,	,	PUNCT
cana-1445	294	39	vol	vol	NOUN
cana-1445	294	40	.	.	PROPN
cana-1445	294	41	57	57	NUM
cana-1445	294	42	,	,	PUNCT
cana-1445	294	43	no	no	INTJ
cana-1445	294	44	.	.	NOUN
cana-1445	294	45	1	1	NUM
cana-1445	294	46	,	,	PUNCT
cana-1445	294	47	pp	pp	ADJ
cana-1445	294	48	.	.	PROPN
cana-1445	294	49	35	35	NUM
cana-1445	294	50	,	,	PUNCT
cana-1445	294	51	2024	2024	NUM
cana-1445	294	52	.	.	PUNCT
cana-1445	295	1	https://doi.org/10.1007/s10462-023-10660-8	https://doi.org/10.1007/s10462-023-10660-8	NUM
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cana-1445	296	2	16	16	NUM
cana-1445	296	3	]	]	X
cana-1445	296	4	al	al	PROPN
cana-1445	296	5	-	-	PUNCT
cana-1445	296	6	jamimi	jamimi	PROPN
cana-1445	296	7	,	,	PUNCT
cana-1445	296	8	h.	h.	PROPN
cana-1445	296	9	a.	a.	PROPN
cana-1445	296	10	,	,	PUNCT
cana-1445	296	11	binmakhashen	binmakhashen	ADV
cana-1445	296	12	,	,	PUNCT
cana-1445	296	13	g.	g.	PROPN
cana-1445	296	14	m.	m.	PROPN
cana-1445	296	15	,	,	PUNCT
cana-1445	296	16	worku	worku	X
cana-1445	296	17	,	,	PUNCT
cana-1445	296	18	m.	m.	NOUN
cana-1445	296	19	y.	y.	PROPN
cana-1445	296	20	,	,	PUNCT
cana-1445	296	21	&	&	CCONJ
cana-1445	296	22	hassan	hassan	PROPN
cana-1445	296	23	,	,	PUNCT
cana-1445	296	24	m.	m.	NOUN
cana-1445	296	25	a.	a.	PROPN
cana-1445	296	26	,	,	PUNCT
cana-1445	296	27	"	"	PUNCT
cana-1445	296	28	advancements	advancement	NOUN
cana-1445	296	29	in	in	ADP
cana-1445	296	30	household	household	NOUN
cana-1445	296	31	load	load	NOUN
cana-1445	296	32	forecasting	forecasting	NOUN
cana-1445	296	33	:	:	PUNCT
cana-1445	296	34	deep	deep	ADJ
cana-1445	296	35	learning	learning	NOUN
cana-1445	296	36	model	model	NOUN
cana-1445	296	37	with	with	ADP
cana-1445	296	38	hyperparameter	hyperparameter	NOUN
cana-1445	296	39	optimization	optimization	NOUN
cana-1445	296	40	,	,	PUNCT
cana-1445	296	41	"	"	PUNCT
cana-1445	296	42	electronics	electronic	NOUN
cana-1445	296	43	,	,	PUNCT
cana-1445	296	44	vol	vol	NOUN
cana-1445	296	45	.	.	PROPN
cana-1445	296	46	12	12	NUM
cana-1445	296	47	,	,	PUNCT
cana-1445	296	48	no	no	INTJ
cana-1445	296	49	.	.	NOUN
cana-1445	296	50	24	24	NUM
cana-1445	296	51	,	,	PUNCT
cana-1445	296	52	p.	p.	NOUN
cana-1445	296	53	4909	4909	NUM
cana-1445	296	54	,	,	PUNCT
cana-1445	296	55	2023	2023	NUM
cana-1445	296	56	.	.	PUNCT
cana-1445	297	1	https://doi.org/10.3390/electronics12244909	https://doi.org/10.3390/electronics12244909	PROPN
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cana-1445	297	3	17	17	NUM
cana-1445	297	4	]	]	SYM
cana-1445	297	5	wu	wu	PROPN
cana-1445	297	6	,	,	PUNCT
cana-1445	297	7	k.-y	k.-y	NOUN
cana-1445	297	8	.	.	PUNCT
cana-1445	297	9	,	,	PUNCT
cana-1445	297	10	tai	tai	PROPN
cana-1445	297	11	,	,	PUNCT
cana-1445	297	12	t.-c	t.-c	PROPN
cana-1445	297	13	.	.	PROPN
cana-1445	297	14	,	,	PUNCT
cana-1445	297	15	li	li	PROPN
cana-1445	297	16	,	,	PUNCT
cana-1445	297	17	b.-h	b.-h	PROPN
cana-1445	297	18	.	.	PUNCT
cana-1445	297	19	,	,	PUNCT
cana-1445	297	20	&	&	CCONJ
cana-1445	297	21	kuo	kuo	PROPN
cana-1445	297	22	,	,	PUNCT
cana-1445	297	23	c.-c	c.-c	PROPN
cana-1445	297	24	.	.	PUNCT
cana-1445	297	25	,	,	PUNCT
cana-1445	297	26	"	"	PUNCT
cana-1445	297	27	dynamic	dynamic	ADJ
cana-1445	297	28	energy	energy	NOUN
cana-1445	297	29	management	management	NOUN
cana-1445	297	30	strategy	strategy	NOUN
cana-1445	297	31	of	of	ADP
cana-1445	297	32	a	a	DET
cana-1445	297	33	solar	solar	ADJ
cana-1445	297	34	-	-	PUNCT
cana-1445	297	35	and	and	CCONJ
cana-1445	297	36	-	-	PUNCT
cana-1445	297	37	energy	energy	NOUN
cana-1445	297	38	storage	storage	NOUN
cana-1445	297	39	-	-	PUNCT
cana-1445	297	40	integrated	integrate	VERB
cana-1445	297	41	smart	smart	ADJ
cana-1445	297	42	charging	charging	NOUN
cana-1445	297	43	station	station	NOUN
cana-1445	297	44	,	,	PUNCT
cana-1445	297	45	"	"	PUNCT
cana-1445	297	46	applied	apply	VERB
cana-1445	297	47	sciences	science	NOUN
cana-1445	297	48	,	,	PUNCT
cana-1445	297	49	vol	vol	NOUN
cana-1445	297	50	.	.	PROPN
cana-1445	297	51	14	14	NUM
cana-1445	297	52	,	,	PUNCT
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cana-1445	297	54	.	.	NOUN
cana-1445	297	55	3	3	NUM
cana-1445	297	56	,	,	PUNCT
cana-1445	297	57	p.	p.	NOUN
cana-1445	297	58	1188	1188	NUM
cana-1445	297	59	,	,	PUNCT
cana-1445	297	60	2024	2024	NUM
cana-1445	297	61	.	.	PUNCT
cana-1445	298	1	https://doi.org/10.3390/app14031188	https://doi.org/10.3390/app14031188	NOUN
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cana-1445	298	3	18	18	NUM
cana-1445	298	4	]	]	X
cana-1445	298	5	gupta	gupta	PROPN
cana-1445	298	6	,	,	PUNCT
cana-1445	298	7	r.	r.	PROPN
cana-1445	298	8	,	,	PUNCT
cana-1445	298	9	&	&	CCONJ
cana-1445	298	10	chaturvedi	chaturvedi	PROPN
cana-1445	298	11	,	,	PUNCT
cana-1445	298	12	k.	k.	PROPN
cana-1445	298	13	t.	t.	PROPN
cana-1445	298	14	,	,	PUNCT
cana-1445	298	15	"	"	PUNCT
cana-1445	298	16	adaptive	adaptive	ADJ
cana-1445	298	17	energy	energy	NOUN
cana-1445	298	18	management	management	NOUN
cana-1445	298	19	of	of	ADP
cana-1445	298	20	big	big	ADJ
cana-1445	298	21	data	datum	NOUN
cana-1445	298	22	analytics	analytic	NOUN
cana-1445	298	23	in	in	ADP
cana-1445	298	24	smart	smart	ADJ
cana-1445	298	25	grids	grid	NOUN
cana-1445	298	26	,	,	PUNCT
cana-1445	298	27	"	"	PUNCT
cana-1445	298	28	energies	energy	NOUN
cana-1445	298	29	,	,	PUNCT
cana-1445	298	30	vol	vol	NOUN
cana-1445	298	31	.	.	PROPN
cana-1445	298	32	16	16	NUM
cana-1445	298	33	,	,	PUNCT
cana-1445	298	34	no	no	INTJ
cana-1445	298	35	.	.	NOUN
cana-1445	298	36	16	16	NUM
cana-1445	298	37	,	,	PUNCT
cana-1445	298	38	p.	p.	NOUN
cana-1445	298	39	6016	6016	NUM
cana-1445	298	40	,	,	PUNCT
cana-1445	298	41	2023	2023	NUM
cana-1445	298	42	.	.	PUNCT
cana-1445	299	1	https://doi.org/10.3390/en16166016	https://doi.org/10.3390/en16166016	PUNCT
cana-1445	300	1	[	[	X
cana-1445	300	2	19	19	NUM
cana-1445	300	3	]	]	X
cana-1445	300	4	martínez	martínez	NOUN
cana-1445	300	5	-	-	PUNCT
cana-1445	300	6	álvarez	álvarez	PROPN
cana-1445	300	7	,	,	PUNCT
cana-1445	300	8	f.	f.	PROPN
cana-1445	300	9	,	,	PUNCT
cana-1445	300	10	troncoso	troncoso	PROPN
cana-1445	300	11	,	,	PUNCT
cana-1445	300	12	a.	a.	NOUN
cana-1445	300	13	,	,	PUNCT
cana-1445	300	14	asencio	asencio	NOUN
cana-1445	300	15	-	-	PUNCT
cana-1445	300	16	cortés	cortés	NOUN
cana-1445	300	17	,	,	PUNCT
cana-1445	300	18	g.	g.	PROPN
cana-1445	300	19	,	,	PUNCT
cana-1445	300	20	&	&	CCONJ
cana-1445	300	21	riquelme	riquelme	PROPN
cana-1445	300	22	,	,	PUNCT
cana-1445	300	23	j.	j.	PROPN
cana-1445	300	24	c.	c.	PROPN
cana-1445	300	25	,	,	PUNCT
cana-1445	300	26	"	"	PUNCT
cana-1445	300	27	a	a	DET
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cana-1445	300	29	on	on	ADP
cana-1445	300	30	data	datum	NOUN
cana-1445	300	31	mining	mining	NOUN
cana-1445	300	32	techniques	technique	NOUN
cana-1445	300	33	applied	apply	VERB
cana-1445	300	34	to	to	ADP
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cana-1445	300	36	-	-	PUNCT
cana-1445	300	37	related	relate	VERB
cana-1445	300	38	time	time	NOUN
cana-1445	300	39	series	series	PROPN
cana-1445	300	40	forecasting	forecasting	NOUN
cana-1445	300	41	,	,	PUNCT
cana-1445	300	42	"	"	PUNCT
cana-1445	300	43	energies	energy	NOUN
cana-1445	300	44	,	,	PUNCT
cana-1445	300	45	vol	vol	NOUN
cana-1445	300	46	.	.	PROPN
cana-1445	300	47	8	8	NUM
cana-1445	300	48	,	,	PUNCT
cana-1445	300	49	no	no	INTJ
cana-1445	300	50	.	.	NOUN
cana-1445	300	51	11	11	NUM
cana-1445	300	52	,	,	PUNCT
cana-1445	300	53	pp	pp	ADJ
cana-1445	300	54	.	.	PUNCT
cana-1445	301	1	13162–13193	13162–13193	NUM
cana-1445	301	2	,	,	PUNCT
cana-1445	301	3	2015	2015	NUM
cana-1445	301	4	.	.	PUNCT
cana-1445	302	1	https://doi.org/10.3390/en81112361	https://doi.org/10.3390/en81112361	NOUN
cana-1445	302	2	[	[	X
cana-1445	302	3	20	20	NUM
cana-1445	302	4	]	]	X
cana-1445	302	5	leonowicz	leonowicz	NOUN
cana-1445	302	6	,	,	PUNCT
cana-1445	302	7	z.	z.	PROPN
cana-1445	302	8	,	,	PUNCT
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cana-1445	302	17	and	and	CCONJ
cana-1445	302	18	data	datum	NOUN
cana-1445	302	19	mining	mining	NOUN
cana-1445	302	20	applications	application	NOUN
cana-1445	302	21	in	in	ADP
cana-1445	302	22	power	power	NOUN
cana-1445	302	23	systems	system	NOUN
cana-1445	302	24	,	,	PUNCT
cana-1445	302	25	"	"	PUNCT
cana-1445	302	26	energies	energy	NOUN
cana-1445	302	27	,	,	PUNCT
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cana-1445	302	29	.	.	PROPN
cana-1445	302	30	15	15	NUM
cana-1445	302	31	,	,	PUNCT
cana-1445	302	32	no	no	INTJ
cana-1445	302	33	.	.	NOUN
cana-1445	302	34	5	5	NUM
cana-1445	302	35	,	,	PUNCT
cana-1445	302	36	pp	pp	ADJ
cana-1445	302	37	.	.	PUNCT
cana-1445	303	1	1676	1676	NUM
cana-1445	303	2	,	,	PUNCT
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cana-1445	304	1	https://doi.org/10.3390/en15051676	https://doi.org/10.3390/en15051676	PUNCT
cana-1445	305	1	[	[	X
cana-1445	305	2	21	21	NUM
cana-1445	305	3	]	]	SYM
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cana-1445	305	6	h.	h.	PROPN
cana-1445	305	7	b.	b.	PROPN
cana-1445	305	8	,	,	PUNCT
cana-1445	305	9	"	"	PUNCT
cana-1445	305	10	a	a	DET
cana-1445	305	11	brief	brief	ADJ
cana-1445	305	12	survey	survey	NOUN
cana-1445	305	13	on	on	ADP
cana-1445	305	14	big	big	ADJ
cana-1445	305	15	data	datum	NOUN
cana-1445	305	16	:	:	PUNCT
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cana-1445	305	18	,	,	PUNCT
cana-1445	305	19	terminologies	terminology	NOUN
cana-1445	305	20	and	and	CCONJ
cana-1445	305	21	data	datum	NOUN
cana-1445	305	22	-	-	PUNCT
cana-1445	305	23	intensive	intensive	ADJ
cana-1445	305	24	applications	application	NOUN
cana-1445	305	25	,	,	PUNCT
cana-1445	305	26	"	"	PUNCT
cana-1445	305	27	journal	journal	NOUN
cana-1445	305	28	of	of	ADP
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cana-1445	305	30	data	datum	NOUN
cana-1445	305	31	,	,	PUNCT
cana-1445	305	32	vol	vol	NOUN
cana-1445	305	33	.	.	PROPN
cana-1445	305	34	9	9	NUM
cana-1445	305	35	,	,	PUNCT
cana-1445	305	36	no	no	INTJ
cana-1445	305	37	.	.	NOUN
cana-1445	305	38	1	1	NUM
cana-1445	305	39	,	,	PUNCT
cana-1445	305	40	p.	p.	NOUN
cana-1445	305	41	107	107	NUM
cana-1445	305	42	,	,	PUNCT
cana-1445	305	43	2022	2022	NUM
cana-1445	305	44	.	.	PUNCT
cana-1445	305	45	https://doi.org/10.1186/s40537-022-00659-3	https://doi.org/10.1186/s40537-022-00659-3	NUM
cana-1445	306	1	[	[	X
cana-1445	306	2	22	22	NUM
cana-1445	306	3	]	]	PUNCT
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cana-1445	306	7	,	,	PUNCT
cana-1445	306	8	tsiknas	tsiknas	PROPN
cana-1445	306	9	,	,	PUNCT
cana-1445	306	10	k.	k.	PROPN
cana-1445	306	11	,	,	PUNCT
cana-1445	306	12	taketzis	taketzis	PROPN
cana-1445	306	13	,	,	PUNCT
cana-1445	306	14	d.	d.	PROPN
cana-1445	306	15	,	,	PUNCT
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cana-1445	306	17	,	,	PUNCT
cana-1445	306	18	d.	d.	PROPN
cana-1445	306	19	n.	n.	PROPN
cana-1445	306	20	,	,	PUNCT
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cana-1445	306	22	,	,	PUNCT
cana-1445	306	23	c.	c.	PROPN
cana-1445	306	24	,	,	PUNCT
cana-1445	306	25	iliadis	iliadis	PROPN
cana-1445	306	26	,	,	PUNCT
cana-1445	306	27	l.	l.	PROPN
cana-1445	306	28	,	,	PUNCT
cana-1445	306	29	&	&	CCONJ
cana-1445	306	30	zoiros	zoiros	PROPN
cana-1445	306	31	,	,	PUNCT
cana-1445	306	32	k.	k.	PROPN
cana-1445	306	33	e.	e.	PROPN
cana-1445	306	34	,	,	PUNCT
cana-1445	306	35	"	"	PUNCT
cana-1445	306	36	communication	communication	NOUN
cana-1445	306	37	network	network	NOUN
cana-1445	306	38	standards	standard	NOUN
cana-1445	306	39	for	for	ADP
cana-1445	306	40	smart	smart	ADJ
cana-1445	306	41	grid	grid	NOUN
cana-1445	306	42	infrastructures	infrastructure	NOUN
cana-1445	306	43	,	,	PUNCT
cana-1445	306	44	"	"	PUNCT
cana-1445	306	45	network	network	NOUN
cana-1445	306	46	,	,	PUNCT
cana-1445	306	47	vol	vol	NOUN
cana-1445	306	48	.	.	PROPN
cana-1445	306	49	1	1	NUM
cana-1445	306	50	,	,	PUNCT
cana-1445	306	51	no	no	INTJ
cana-1445	306	52	.	.	NOUN
cana-1445	306	53	2	2	NUM
cana-1445	306	54	,	,	PUNCT
cana-1445	306	55	pp	pp	ADJ
cana-1445	306	56	.	.	PUNCT
cana-1445	307	1	132–145	132–145	NUM
cana-1445	307	2	,	,	PUNCT
cana-1445	307	3	2021	2021	NUM
cana-1445	307	4	.	.	PUNCT
cana-1445	308	1	https://doi.org/10.3390/network1020009	https://doi.org/10.3390/network1020009	PROPN
cana-1445	309	1	[	[	X
cana-1445	309	2	23	23	NUM
cana-1445	309	3	]	]	X
cana-1445	309	4	k	k	X
cana-1445	309	5	,	,	PUNCT
cana-1445	309	6	sudharson	sudharson	NOUN
cana-1445	309	7	,	,	PUNCT
cana-1445	309	8	rajalalakshmi	rajalalakshmi	PROPN
cana-1445	309	9	s	s	PROPN
cana-1445	309	10	,	,	PUNCT
cana-1445	309	11	mohan	mohan	PROPN
cana-1445	309	12	raj	raj	PROPN
cana-1445	309	13	k	k	PROPN
cana-1445	309	14	r	r	PROPN
cana-1445	309	15	,	,	PUNCT
cana-1445	309	16	and	and	CCONJ
cana-1445	309	17	dhakshunhaa	dhakshunhaa	NOUN
cana-1445	309	18	moorthiy	moorthiy	NOUN
cana-1445	309	19	.	.	PUNCT
cana-1445	310	1	“	"	PUNCT
cana-1445	310	2	a	a	DET
cana-1445	310	3	trust	trust	NOUN
cana-1445	310	4	-	-	PUNCT
cana-1445	310	5	based	base	VERB
cana-1445	310	6	framework	framework	NOUN
cana-1445	310	7	for	for	ADP
cana-1445	310	8	iot	iot	ADJ
cana-1445	310	9	device	device	NOUN
cana-1445	310	10	management	management	NOUN
cana-1445	310	11	using	use	VERB
cana-1445	310	12	blockchain	blockchain	PROPN
cana-1445	310	13	technology	technology	PROPN
cana-1445	310	14	.	.	PUNCT
cana-1445	310	15	”	"	PUNCT
cana-1445	311	1	international	international	ADJ
cana-1445	311	2	journal	journal	NOUN
cana-1445	311	3	of	of	ADP
cana-1445	311	4	electrical	electrical	ADJ
cana-1445	311	5	and	and	CCONJ
cana-1445	311	6	electronics	electronic	NOUN
cana-1445	311	7	engineering	engineering	NOUN
cana-1445	311	8	,	,	PUNCT
cana-1445	311	9	vol	vol	NOUN
cana-1445	311	10	.	.	PROPN
cana-1445	311	11	10	10	NUM
cana-1445	311	12	,	,	PUNCT
cana-1445	311	13	no	no	INTJ
cana-1445	311	14	.	.	NOUN
cana-1445	311	15	10	10	NUM
cana-1445	311	16	(	(	PUNCT
cana-1445	311	17	october	october	PROPN
cana-1445	311	18	31	31	NUM
cana-1445	311	19	,	,	PUNCT
cana-1445	311	20	2023	2023	NUM
cana-1445	311	21	):	):	PUNCT
cana-1445	311	22	pp	pp	ADJ
cana-1445	311	23	.	.	PUNCT
cana-1445	312	1	32–39	32–39	NUM
cana-1445	312	2	.	.	PUNCT
cana-1445	313	1	https://doi.org/10.14445/23488379/ijeee-v10i10p104	https://doi.org/10.14445/23488379/ijeee-v10i10p104	X
cana-1445	313	2	.	.	PUNCT
cana-1445	314	1	[	[	X
cana-1445	314	2	24	24	NUM
cana-1445	314	3	]	]	PUNCT
cana-1445	314	4	emrouznejad	emrouznejad	NOUN
cana-1445	314	5	,	,	PUNCT
cana-1445	314	6	ali	ali	PROPN
cana-1445	314	7	,	,	PUNCT
cana-1445	314	8	et	et	PROPN
cana-1445	314	9	al	al	PROPN
cana-1445	314	10	.	.	PUNCT
cana-1445	315	1	"	"	PUNCT
cana-1445	315	2	analysis	analysis	NOUN
cana-1445	315	3	of	of	ADP
cana-1445	315	4	smart	smart	ADJ
cana-1445	315	5	meter	meter	NOUN
cana-1445	315	6	data	datum	NOUN
cana-1445	315	7	with	with	ADP
cana-1445	315	8	machine	machine	NOUN
cana-1445	315	9	learning	learning	NOUN
cana-1445	315	10	for	for	ADP
cana-1445	315	11	implications	implication	NOUN
cana-1445	315	12	targeted	target	VERB
cana-1445	315	13	towards	towards	ADP
cana-1445	315	14	residents	resident	NOUN
cana-1445	315	15	,	,	PUNCT
cana-1445	315	16	"	"	PUNCT
cana-1445	315	17	ijupsc	ijupsc	PROPN
cana-1445	315	18	vol.4	vol.4	PROPN
cana-1445	315	19	,	,	PUNCT
cana-1445	315	20	no.1	no.1	X
cana-1445	315	21	2023	2023	NUM
cana-1445	315	22	:	:	PUNCT
cana-1445	315	23	pp.1	pp.1	PROPN
cana-1445	315	24	-	-	PUNCT
cana-1445	315	25	22	22	NUM
cana-1445	315	26	.	.	PUNCT
cana-1445	316	1	http://doi.org/10.4018/ijupsc.318337	http://doi.org/10.4018/ijupsc.318337	NOUN
cana-1445	317	1	[	[	X
cana-1445	317	2	25	25	NUM
cana-1445	317	3	]	]	PUNCT
cana-1445	317	4	sudharson	sudharson	NOUN
cana-1445	317	5	,	,	PUNCT
cana-1445	317	6	k.	k.	PROPN
cana-1445	317	7	,	,	PUNCT
cana-1445	317	8	and	and	CCONJ
cana-1445	317	9	alekhya	alekhya	PROPN
cana-1445	317	10	,	,	PUNCT
cana-1445	317	11	badi	badi	NOUN
cana-1445	317	12	.	.	PUNCT
cana-1445	318	1	"	"	PUNCT
cana-1445	318	2	a	a	DET
cana-1445	318	3	comparative	comparative	ADJ
cana-1445	318	4	analysis	analysis	NOUN
cana-1445	318	5	of	of	ADP
cana-1445	318	6	quantum	quantum	NOUN
cana-1445	318	7	-	-	PUNCT
cana-1445	318	8	based	base	VERB
cana-1445	318	9	approaches	approach	NOUN
cana-1445	318	10	for	for	ADP
cana-1445	318	11	scalable	scalable	ADJ
cana-1445	318	12	and	and	CCONJ
cana-1445	318	13	efficient	efficient	ADJ
cana-1445	318	14	data	datum	NOUN
cana-1445	318	15	mining	mining	NOUN
cana-1445	318	16	in	in	ADP
cana-1445	318	17	cloud	cloud	ADJ
cana-1445	318	18	environments	environment	NOUN
cana-1445	318	19	.	.	PUNCT
cana-1445	318	20	"	"	PUNCT
cana-1445	318	21	quantum	quantum	ADJ
cana-1445	318	22	information	information	NOUN
cana-1445	318	23	and	and	CCONJ
cana-1445	318	24	computation	computation	NOUN
cana-1445	318	25	,	,	PUNCT
cana-1445	318	26	vol	vol	NOUN
cana-1445	318	27	.	.	PROPN
cana-1445	318	28	23	23	NUM
cana-1445	318	29	,	,	PUNCT
cana-1445	318	30	no	no	INTJ
cana-1445	318	31	.	.	PUNCT
cana-1445	319	1	9&10	9&10	NUM
cana-1445	319	2	,	,	PUNCT
cana-1445	319	3	2023	2023	NUM
cana-1445	319	4	,	,	PUNCT
cana-1445	319	5	pp	pp	ADJ
cana-1445	319	6	.	.	PUNCT
cana-1445	320	1	783	783	NUM
cana-1445	320	2	-	-	SYM
cana-1445	320	3	813	813	NUM
cana-1445	320	4	.	.	PUNCT
cana-1445	320	5	https://doi.org/10.26421/qic23.9-10-3	https://doi.org/10.26421/qic23.9-10-3	NOUN
cana-1445	320	6	.	.	PUNCT
cana-1445	321	1	[	[	X
cana-1445	321	2	26	26	NUM
cana-1445	321	3	]	]	X
cana-1445	321	4	ravinder	ravinder	PROPN
cana-1445	321	5	m	m	PROPN
cana-1445	321	6	and	and	CCONJ
cana-1445	321	7	kulkarni	kulkarni	PROPN
cana-1445	321	8	v	v	PROPN
cana-1445	321	9	,	,	PUNCT
cana-1445	321	10	“	"	PUNCT
cana-1445	321	11	intrusion	intrusion	NOUN
cana-1445	321	12	detection	detection	NOUN
cana-1445	321	13	in	in	ADP
cana-1445	321	14	smart	smart	ADJ
cana-1445	321	15	meters	meter	NOUN
cana-1445	321	16	data	datum	NOUN
cana-1445	321	17	using	use	VERB
cana-1445	321	18	machine	machine	NOUN
cana-1445	321	19	learning	learn	VERB
cana-1445	321	20	algorithms	algorithm	NOUN
cana-1445	321	21	:	:	PUNCT
cana-1445	321	22	a	a	DET
cana-1445	321	23	research	research	NOUN
cana-1445	321	24	report	report	NOUN
cana-1445	321	25	,	,	PUNCT
cana-1445	321	26	”	"	PUNCT
cana-1445	321	27	front	front	NOUN
cana-1445	321	28	.	.	PUNCT
cana-1445	322	1	energy	energy	NOUN
cana-1445	322	2	res	re	NOUN
cana-1445	322	3	,	,	PUNCT
cana-1445	322	4	11:1147431	11:1147431	NUM
cana-1445	322	5	.	.	PUNCT
cana-1445	322	6	2023	2023	NUM
cana-1445	322	7	,	,	PUNCT
cana-1445	322	8	doi	doi	NOUN
cana-1445	322	9	:	:	PUNCT
cana-1445	322	10	10.3389	10.3389	NUM
cana-1445	322	11	/	/	SYM
cana-1445	322	12	fenrg.2023.1147431	fenrg.2023.1147431	NOUN
cana-1445	322	13	.	.	PUNCT
cana-1445	323	1	[	[	X
cana-1445	323	2	27	27	NUM
cana-1445	323	3	]	]	X
cana-1445	323	4	b.	b.	PROPN
cana-1445	323	5	murugeshwari	murugeshwari	PROPN
cana-1445	323	6	,	,	PUNCT
cana-1445	323	7	d.	d.	PROPN
cana-1445	323	8	selvaraj	selvaraj	PROPN
cana-1445	323	9	,	,	PUNCT
cana-1445	323	10	k.	k.	PROPN
cana-1445	323	11	sudharson	sudharson	PROPN
cana-1445	323	12	and	and	CCONJ
cana-1445	323	13	s.	s.	PROPN
cana-1445	323	14	radhika	radhika	PROPN
cana-1445	323	15	,	,	PUNCT
cana-1445	323	16	"	"	PUNCT
cana-1445	323	17	data	datum	NOUN
cana-1445	323	18	mining	mining	NOUN
cana-1445	323	19	with	with	ADP
cana-1445	323	20	privacy	privacy	NOUN
cana-1445	323	21	protection	protection	NOUN
cana-1445	323	22	using	use	VERB
cana-1445	323	23	precise	precise	ADJ
cana-1445	323	24	elliptical	elliptical	ADJ
cana-1445	323	25	curve	curve	NOUN
cana-1445	323	26	cryptography	cryptography	NOUN
cana-1445	323	27	,	,	PUNCT
cana-1445	323	28	"	"	PUNCT
cana-1445	323	29	intelligent	intelligent	ADJ
cana-1445	323	30	automation	automation	NOUN
cana-1445	323	31	&	&	CCONJ
cana-1445	323	32	soft	soft	ADJ
cana-1445	323	33	computing	computing	NOUN
cana-1445	323	34	,	,	PUNCT
cana-1445	323	35	vol	vol	NOUN
cana-1445	323	36	.	.	PROPN
cana-1445	323	37	35	35	NUM
cana-1445	323	38	,	,	PUNCT
cana-1445	323	39	no.1	no.1	NUM
cana-1445	323	40	,	,	PUNCT
cana-1445	323	41	pp	pp	ADJ
cana-1445	323	42	.	.	PUNCT
cana-1445	324	1	839–851	839–851	NUM
cana-1445	324	2	,	,	PUNCT
cana-1445	324	3	2023	2023	NUM
cana-1445	324	4	,	,	PUNCT
cana-1445	324	5	doi	doi	NOUN
cana-1445	324	6	:	:	PUNCT
cana-1445	324	7	https://doi.org/10.32604/iasc.2023.028548	https://doi.org/10.32604/iasc.2023.028548	PROPN
cana-1445	324	8	.	.	PUNCT
cana-1445	325	1	https://doi.org/10.14445/23488379/ijeee-v10i10p104	https://doi.org/10.14445/23488379/ijeee-v10i10p104	PROPN
cana-1445	325	2	.	.	PUNCT
cana-1445	326	1	https://doi.org/10.26421/qic23.9-10-3	https://doi.org/10.26421/qic23.9-10-3	PROPN
cana-1445	326	2	https://doi.org/10.32604/iasc.2023.028548	https://doi.org/10.32604/iasc.2023.028548	PROPN
cana-1445	326	3	.	.	PUNCT
cana-1445	327	1	communications	communication	NOUN
cana-1445	327	2	on	on	ADP
cana-1445	327	3	applied	apply	VERB
cana-1445	327	4	nonlinear	nonlinear	ADJ
cana-1445	327	5	analysis	analysis	NOUN
cana-1445	327	6	issn	issn	NOUN
cana-1445	327	7	:	:	PUNCT
cana-1445	327	8	1074	1074	NUM
cana-1445	327	9	-	-	PUNCT
cana-1445	327	10	133x	133x	NUM
cana-1445	327	11	vol	vol	NOUN
cana-1445	327	12	31	31	NUM
cana-1445	327	13	no	no	NOUN
cana-1445	327	14	.	.	PUNCT
cana-1445	328	1	8s	8s	PROPN
cana-1445	328	2	(	(	PUNCT
cana-1445	328	3	2024	2024	NUM
cana-1445	328	4	)	)	PUNCT
cana-1445	328	5	40	40	NUM
cana-1445	328	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1445	329	1	[	[	X
cana-1445	329	2	28	28	NUM
cana-1445	329	3	]	]	X
cana-1445	329	4	s.	s.	PROPN
cana-1445	329	5	m.	m.	PROPN
cana-1445	329	6	sulaiman	sulaiman	PROPN
cana-1445	329	7	,	,	PUNCT
cana-1445	329	8	p.	p.	NOUN
cana-1445	329	9	aruna	aruna	PROPN
cana-1445	329	10	jeyanthy	jeyanthy	PROPN
cana-1445	329	11	,	,	PUNCT
cana-1445	329	12	d.	d.	PROPN
cana-1445	329	13	devaraj	devaraj	PROPN
cana-1445	329	14	,	,	PUNCT
cana-1445	329	15	s.	s.	PROPN
cana-1445	329	16	s.	s.	PROPN
cana-1445	329	17	mohammed	mohammed	PROPN
cana-1445	329	18	and	and	CCONJ
cana-1445	329	19	k.	k.	PROPN
cana-1445	330	1	v.	v.	PROPN
cana-1445	330	2	shihabudheen	shihabudheen	PROPN
cana-1445	330	3	,	,	PUNCT
cana-1445	330	4	"	"	PUNCT
cana-1445	330	5	smart	smart	ADJ
cana-1445	330	6	meter	meter	NOUN
cana-1445	330	7	data	datum	NOUN
cana-1445	330	8	analytics	analytic	NOUN
cana-1445	330	9	for	for	ADP
cana-1445	330	10	load	load	NOUN
cana-1445	330	11	prediction	prediction	NOUN
cana-1445	330	12	using	use	VERB
cana-1445	330	13	extreme	extreme	ADJ
cana-1445	330	14	learning	learn	VERB
cana-1445	330	15	machines	machine	NOUN
cana-1445	330	16	and	and	CCONJ
cana-1445	330	17	artificial	artificial	ADJ
cana-1445	330	18	neural	neural	ADJ
cana-1445	330	19	networks	network	NOUN
cana-1445	330	20	,	,	PUNCT
cana-1445	330	21	"	"	PUNCT
cana-1445	330	22	2019	2019	NUM
cana-1445	330	23	ieee	ieee	NOUN
cana-1445	330	24	international	international	ADJ
cana-1445	330	25	conference	conference	NOUN
cana-1445	330	26	on	on	ADP
cana-1445	330	27	clean	clean	ADJ
cana-1445	330	28	energy	energy	NOUN
cana-1445	330	29	and	and	CCONJ
cana-1445	330	30	energy	energy	NOUN
cana-1445	330	31	efficient	efficient	ADJ
cana-1445	330	32	electronics	electronic	NOUN
cana-1445	330	33	circuit	circuit	NOUN
cana-1445	330	34	for	for	ADP
cana-1445	330	35	sustainable	sustainable	ADJ
cana-1445	330	36	development	development	NOUN
cana-1445	330	37	(	(	PUNCT
cana-1445	330	38	incces	incce	NOUN
cana-1445	330	39	)	)	PUNCT
cana-1445	330	40	,	,	PUNCT
cana-1445	330	41	krishnankoil	krishnankoil	PROPN
cana-1445	330	42	,	,	PUNCT
cana-1445	330	43	india	india	PROPN
cana-1445	330	44	,	,	PUNCT
cana-1445	330	45	2019	2019	NUM
cana-1445	330	46	,	,	PUNCT
cana-1445	330	47	pp	pp	ADJ
cana-1445	330	48	.	.	PUNCT
cana-1445	331	1	1	1	NUM
cana-1445	331	2	-	-	SYM
cana-1445	331	3	4	4	NUM
cana-1445	331	4	,	,	PUNCT
cana-1445	331	5	doi	doi	NOUN
cana-1445	331	6	:	:	PUNCT
cana-1445	331	7	10.1109	10.1109	NUM
cana-1445	331	8	/	/	SYM
cana-1445	331	9	incces47820.2019.9167736	incces47820.2019.9167736	PROPN
cana-1445	331	10	.	.	PUNCT
cana-1445	332	1	[	[	X
cana-1445	332	2	29	29	NUM
cana-1445	332	3	]	]	X
cana-1445	332	4	b.	b.	PROPN
cana-1445	332	5	murugeshwari	murugeshwari	PROPN
cana-1445	332	6	,	,	PUNCT
cana-1445	332	7	s.	s.	PROPN
cana-1445	332	8	rajalakshmi	rajalakshmi	PROPN
cana-1445	332	9	and	and	CCONJ
cana-1445	332	10	k.	k.	PROPN
cana-1445	332	11	sudharson	sudharson	PROPN
cana-1445	332	12	,	,	PUNCT
cana-1445	332	13	"	"	PUNCT
cana-1445	332	14	hybrid	hybrid	ADJ
cana-1445	332	15	approach	approach	NOUN
cana-1445	332	16	for	for	ADP
cana-1445	332	17	privacy	privacy	NOUN
cana-1445	332	18	enhancement	enhancement	NOUN
cana-1445	332	19	in	in	ADP
cana-1445	332	20	data	datum	NOUN
cana-1445	332	21	mining	mining	NOUN
cana-1445	332	22	using	use	VERB
cana-1445	332	23	arbitrariness	arbitrariness	NOUN
cana-1445	332	24	and	and	CCONJ
cana-1445	332	25	perturbation	perturbation	NOUN
cana-1445	332	26	,	,	PUNCT
cana-1445	332	27	"	"	PUNCT
cana-1445	332	28	computer	computer	NOUN
cana-1445	332	29	systems	system	NOUN
cana-1445	332	30	science	science	NOUN
cana-1445	332	31	and	and	CCONJ
cana-1445	332	32	engineering	engineering	NOUN
cana-1445	332	33	,	,	PUNCT
cana-1445	332	34	vol	vol	NOUN
cana-1445	332	35	.	.	PROPN
cana-1445	332	36	44	44	NUM
cana-1445	332	37	,	,	PUNCT
cana-1445	332	38	no.3	no.3	VERB
cana-1445	332	39	,	,	PUNCT
cana-1445	332	40	pp	pp	ADJ
cana-1445	332	41	.	.	PUNCT
cana-1445	332	42	2293–2307	2293–2307	NUM
cana-1445	332	43	,	,	PUNCT
cana-1445	332	44	2023	2023	NUM
cana-1445	332	45	,	,	PUNCT
cana-1445	332	46	doi	doi	NOUN
cana-1445	332	47	:	:	PUNCT
cana-1445	332	48	https://doi.org/10.32604/csse.2023.029074	https://doi.org/10.32604/csse.2023.029074	PROPN
cana-1445	332	49	.	.	PUNCT
cana-1445	333	1	[	[	X
cana-1445	333	2	30	30	NUM
cana-1445	333	3	]	]	X
cana-1445	333	4	najafi	najafi	PROPN
cana-1445	333	5	,	,	PUNCT
cana-1445	333	6	b.	b.	PROPN
cana-1445	333	7	,	,	PUNCT
cana-1445	333	8	depalo	depalo	PROPN
cana-1445	333	9	,	,	PUNCT
cana-1445	333	10	m.	m.	NOUN
cana-1445	333	11	,	,	PUNCT
cana-1445	333	12	rinaldi	rinaldi	PROPN
cana-1445	333	13	,	,	PUNCT
cana-1445	333	14	f.	f.	PROPN
cana-1445	333	15	,	,	PUNCT
cana-1445	333	16	&	&	CCONJ
cana-1445	333	17	arghandeh	arghandeh	PROPN
cana-1445	333	18	,	,	PUNCT
cana-1445	333	19	r.	r.	PROPN
cana-1445	333	20	,	,	PUNCT
cana-1445	333	21	“	"	PUNCT
cana-1445	333	22	building	build	VERB
cana-1445	333	23	characterization	characterization	NOUN
cana-1445	333	24	through	through	ADP
cana-1445	333	25	smart	smart	ADJ
cana-1445	333	26	meter	meter	NOUN
cana-1445	333	27	data	datum	NOUN
cana-1445	333	28	analytics	analytic	NOUN
cana-1445	333	29	:	:	PUNCT
cana-1445	333	30	determination	determination	NOUN
cana-1445	333	31	of	of	ADP
cana-1445	333	32	the	the	DET
cana-1445	333	33	most	most	ADV
cana-1445	333	34	influential	influential	ADJ
cana-1445	333	35	temporal	temporal	ADJ
cana-1445	333	36	and	and	CCONJ
cana-1445	333	37	importance	importance	NOUN
cana-1445	333	38	-	-	PUNCT
cana-1445	333	39	in	in	ADP
cana-1445	333	40	-	-	PUNCT
cana-1445	333	41	prediction	prediction	NOUN
cana-1445	333	42	based	base	VERB
cana-1445	333	43	features	feature	NOUN
cana-1445	333	44	,	,	PUNCT
cana-1445	333	45	”	"	PUNCT
cana-1445	333	46	energy	energy	NOUN
cana-1445	333	47	and	and	CCONJ
cana-1445	333	48	buildings	building	NOUN
cana-1445	333	49	,	,	PUNCT
cana-1445	333	50	234	234	NUM
cana-1445	333	51	,	,	PUNCT
cana-1445	333	52	110671	110671	NUM
cana-1445	333	53	,	,	PUNCT
cana-1445	333	54	2021	2021	NUM
cana-1445	333	55	,	,	PUNCT
cana-1445	333	56	https://doi.org/10.1016/j.enbuild.2020.110671	https://doi.org/10.1016/j.enbuild.2020.110671	NOUN
cana-1445	333	57	.	.	PUNCT
cana-1445	334	1	[	[	X
cana-1445	334	2	31	31	NUM
cana-1445	334	3	]	]	PUNCT
cana-1445	334	4	k.	k.	PROPN
cana-1445	334	5	sudharson	sudharson	PROPN
cana-1445	334	6	,	,	PUNCT
cana-1445	334	7	b.	b.	PROPN
cana-1445	334	8	alekhya	alekhya	PROPN
cana-1445	334	9	,	,	PUNCT
cana-1445	334	10	g.	g.	PROPN
cana-1445	334	11	abinaya	abinaya	PROPN
cana-1445	334	12	,	,	PUNCT
cana-1445	334	13	c.	c.	PROPN
cana-1445	334	14	rohini	rohini	PROPN
cana-1445	334	15	,	,	PUNCT
cana-1445	334	16	s.	s.	PROPN
cana-1445	334	17	arthi	arthi	PROPN
cana-1445	334	18	and	and	CCONJ
cana-1445	334	19	d.	d.	PROPN
cana-1445	334	20	dhinakaran	dhinakaran	PROPN
cana-1445	334	21	,	,	PUNCT
cana-1445	334	22	"	"	PUNCT
cana-1445	334	23	efficient	efficient	ADJ
cana-1445	334	24	soil	soil	NOUN
cana-1445	334	25	condition	condition	NOUN
cana-1445	334	26	monitoring	monitoring	NOUN
cana-1445	334	27	with	with	ADP
cana-1445	334	28	iot	iot	PROPN
cana-1445	334	29	enabled	enable	VERB
cana-1445	334	30	intelligent	intelligent	ADJ
cana-1445	334	31	farming	farming	NOUN
cana-1445	334	32	solution	solution	NOUN
cana-1445	334	33	,	,	PUNCT
cana-1445	334	34	"	"	PUNCT
cana-1445	334	35	2023	2023	NUM
cana-1445	334	36	ieee	ieee	NOUN
cana-1445	334	37	international	international	ADJ
cana-1445	334	38	students	student	NOUN
cana-1445	334	39	'	'	PART
cana-1445	334	40	conference	conference	NOUN
cana-1445	334	41	on	on	ADP
cana-1445	334	42	electrical	electrical	ADJ
cana-1445	334	43	,	,	PUNCT
cana-1445	334	44	electronics	electronic	NOUN
cana-1445	334	45	and	and	CCONJ
cana-1445	334	46	computer	computer	NOUN
cana-1445	334	47	science	science	NOUN
cana-1445	334	48	(	(	PUNCT
cana-1445	334	49	sceecs	sceecs	PROPN
cana-1445	334	50	)	)	PUNCT
cana-1445	334	51	,	,	PUNCT
cana-1445	334	52	bhopal	bhopal	NOUN
cana-1445	334	53	,	,	PUNCT
cana-1445	334	54	india	india	PROPN
cana-1445	334	55	,	,	PUNCT
cana-1445	334	56	2023	2023	NUM
cana-1445	334	57	,	,	PUNCT
cana-1445	334	58	pp	pp	ADJ
cana-1445	334	59	.	.	PUNCT
cana-1445	335	1	1	1	NUM
cana-1445	335	2	-	-	SYM
cana-1445	335	3	6	6	NUM
cana-1445	335	4	,	,	PUNCT
cana-1445	335	5	doi	doi	NOUN
cana-1445	335	6	:	:	PUNCT
cana-1445	335	7	10.1109	10.1109	NUM
cana-1445	335	8	/	/	SYM
cana-1445	335	9	sceecs57921.2023.10063050	sceecs57921.2023.10063050	PROPN
cana-1445	335	10	.	.	PUNCT
cana-1445	336	1	[	[	X
cana-1445	336	2	32	32	NUM
cana-1445	336	3	]	]	PUNCT
cana-1445	336	4	xiufeng	xiufeng	PROPN
cana-1445	336	5	liu	liu	PROPN
cana-1445	336	6	,	,	PUNCT
cana-1445	336	7	lukasz	lukasz	PROPN
cana-1445	336	8	golab	golab	PROPN
cana-1445	336	9	,	,	PUNCT
cana-1445	336	10	wojciech	wojciech	NOUN
cana-1445	336	11	golab	golab	PROPN
cana-1445	336	12	,	,	PUNCT
cana-1445	336	13	ihab	ihab	PROPN
cana-1445	336	14	f.	f.	PROPN
cana-1445	336	15	ilyas	ilyas	PROPN
cana-1445	336	16	,	,	PUNCT
cana-1445	336	17	and	and	CCONJ
cana-1445	336	18	shichao	shichao	ADJ
cana-1445	336	19	jin	jin	NOUN
cana-1445	336	20	,	,	PUNCT
cana-1445	336	21	“	"	PUNCT
cana-1445	336	22	smart	smart	ADJ
cana-1445	336	23	meter	meter	NOUN
cana-1445	336	24	data	datum	NOUN
cana-1445	336	25	analytics	analytic	NOUN
cana-1445	336	26	:	:	PUNCT
cana-1445	336	27	systems	system	NOUN
cana-1445	336	28	,	,	PUNCT
cana-1445	336	29	algorithms	algorithm	NOUN
cana-1445	336	30	,	,	PUNCT
cana-1445	336	31	and	and	CCONJ
cana-1445	336	32	benchmarking	benchmarke	VERB
cana-1445	336	33	,	,	PUNCT
cana-1445	336	34	”	"	PUNCT
cana-1445	336	35	acm	acm	PROPN
cana-1445	336	36	trans	trans	PROPN
cana-1445	336	37	.	.	PUNCT
cana-1445	337	1	database	database	PROPN
cana-1445	337	2	syst	syst	PROPN
cana-1445	337	3	.	.	PROPN
cana-1445	337	4	,	,	PUNCT
cana-1445	337	5	42	42	NUM
cana-1445	337	6	,	,	PUNCT
cana-1445	337	7	1	1	NUM
cana-1445	337	8	,	,	PUNCT
cana-1445	337	9	article	article	NOUN
cana-1445	337	10	2	2	NUM
cana-1445	337	11	,	,	PUNCT
cana-1445	337	12	pp	pp	ADJ
cana-1445	337	13	.	.	PUNCT
cana-1445	338	1	1	1	NUM
cana-1445	338	2	-	-	SYM
cana-1445	338	3	39	39	NUM
cana-1445	338	4	,	,	PUNCT
cana-1445	338	5	2017	2017	NUM
cana-1445	338	6	.	.	PUNCT
cana-1445	339	1	https://doi.org/10.1145/3004295	https://doi.org/10.1145/3004295	NOUN
cana-1445	339	2	.	.	PUNCT
cana-1445	340	1	[	[	X
cana-1445	340	2	33	33	NUM
cana-1445	340	3	]	]	PUNCT
cana-1445	340	4	k.	k.	PROPN
cana-1445	340	5	sudharson	sudharson	PROPN
cana-1445	340	6	,	,	PUNCT
cana-1445	340	7	k.	k.	PROPN
cana-1445	340	8	sudhire	sudhire	PROPN
cana-1445	340	9	rahul	rahul	PROPN
cana-1445	340	10	and	and	CCONJ
cana-1445	340	11	r.	r.	PROPN
cana-1445	340	12	g.	g.	PROPN
cana-1445	340	13	sai	sai	PROPN
cana-1445	340	14	krishna	krishna	PROPN
cana-1445	340	15	,	,	PUNCT
cana-1445	340	16	"	"	PUNCT
cana-1445	340	17	interactive	interactive	ADJ
cana-1445	340	18	dashboard	dashboard	NOUN
cana-1445	340	19	for	for	ADP
cana-1445	340	20	education	education	NOUN
cana-1445	340	21	abroad	abroad	ADV
cana-1445	340	22	with	with	ADP
cana-1445	340	23	geospatial	geospatial	ADJ
cana-1445	340	24	information	information	NOUN
cana-1445	340	25	and	and	CCONJ
cana-1445	340	26	predictive	predictive	ADJ
cana-1445	340	27	analysis	analysis	NOUN
cana-1445	340	28	,	,	PUNCT
cana-1445	340	29	"	"	PUNCT
cana-1445	340	30	2023	2023	NUM
cana-1445	340	31	7th	7th	ADJ
cana-1445	340	32	international	international	ADJ
cana-1445	340	33	conference	conference	NOUN
cana-1445	340	34	on	on	ADP
cana-1445	340	35	intelligent	intelligent	ADJ
cana-1445	340	36	computing	computing	NOUN
cana-1445	340	37	and	and	CCONJ
cana-1445	340	38	control	control	NOUN
cana-1445	340	39	systems	system	NOUN
cana-1445	340	40	(	(	PUNCT
cana-1445	340	41	iciccs	iciccs	PROPN
cana-1445	340	42	)	)	PUNCT
cana-1445	340	43	,	,	PUNCT
cana-1445	340	44	madurai	madurai	NOUN
cana-1445	340	45	,	,	PUNCT
cana-1445	340	46	india	india	PROPN
cana-1445	340	47	,	,	PUNCT
cana-1445	340	48	2023	2023	NUM
cana-1445	340	49	,	,	PUNCT
cana-1445	340	50	pp	pp	ADJ
cana-1445	340	51	.	.	PUNCT
cana-1445	341	1	1067	1067	NUM
cana-1445	341	2	-	-	SYM
cana-1445	341	3	1072	1072	NUM
cana-1445	341	4	,	,	PUNCT
cana-1445	341	5	doi	doi	NOUN
cana-1445	341	6	:	:	PUNCT
cana-1445	341	7	10.1109	10.1109	NUM
cana-1445	341	8	/	/	SYM
cana-1445	341	9	iciccs56967.2023.10142437	iciccs56967.2023.10142437	NOUN
cana-1445	341	10	.	.	PUNCT
cana-1445	342	1	[	[	X
cana-1445	342	2	34	34	NUM
cana-1445	342	3	]	]	X
cana-1445	342	4	jang	jang	PROPN
cana-1445	342	5	,	,	PUNCT
cana-1445	342	6	seonghoon	seonghoon	NOUN
cana-1445	342	7	,	,	PUNCT
cana-1445	342	8	and	and	CCONJ
cana-1445	342	9	seung	seung	PROPN
cana-1445	342	10	-	-	PUNCT
cana-1445	342	11	jung	jung	PROPN
cana-1445	342	12	shin	shin	NOUN
cana-1445	342	13	.	.	PUNCT
cana-1445	343	1	“	"	PUNCT
cana-1445	343	2	deep	deep	ADJ
cana-1445	343	3	learning	learning	NOUN
cana-1445	343	4	-	-	PUNCT
cana-1445	343	5	based	base	VERB
cana-1445	343	6	smart	smart	ADJ
cana-1445	343	7	meter	meter	NOUN
cana-1445	343	8	wattage	wattage	NOUN
cana-1445	343	9	prediction	prediction	NOUN
cana-1445	343	10	analysis	analysis	NOUN
cana-1445	343	11	platform	platform	NOUN
cana-1445	343	12	.	.	PUNCT
cana-1445	343	13	”	"	PUNCT
cana-1445	344	1	international	international	ADJ
cana-1445	344	2	journal	journal	NOUN
cana-1445	344	3	of	of	ADP
cana-1445	344	4	advanced	advanced	ADJ
cana-1445	344	5	smart	smart	ADJ
cana-1445	344	6	convergence	convergence	NOUN
cana-1445	344	7	,	,	PUNCT
cana-1445	344	8	vol	vol	NOUN
cana-1445	344	9	.	.	NOUN
cana-1445	344	10	9	9	NUM
cana-1445	344	11	,	,	PUNCT
cana-1445	344	12	no	no	INTJ
cana-1445	344	13	.	.	NOUN
cana-1445	344	14	4	4	NUM
cana-1445	344	15	,	,	PUNCT
cana-1445	344	16	2020	2020	NUM
cana-1445	344	17	,	,	PUNCT
cana-1445	344	18	pp	pp	ADV
cana-1445	344	19	.	.	PUNCT
cana-1445	345	1	173–178	173–178	NUM
cana-1445	345	2	,	,	PUNCT
cana-1445	345	3	doi:10.7236	doi:10.7236	PROPN
cana-1445	345	4	/	/	SYM
cana-1445	345	5	ijasc.2020.9.4.173	ijasc.2020.9.4.173	PROPN
cana-1445	345	6	.	.	PUNCT
cana-1445	346	1	[	[	X
cana-1445	346	2	35	35	NUM
cana-1445	346	3	]	]	PUNCT
cana-1445	346	4	k.	k.	PROPN
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cana-1445	346	6	,	,	PUNCT
cana-1445	346	7	m.	m.	PROPN
cana-1445	346	8	akshaya	akshaya	PROPN
cana-1445	346	9	,	,	PUNCT
cana-1445	346	10	m.	m.	NOUN
cana-1445	346	11	lokeswari	lokeswari	PROPN
cana-1445	346	12	and	and	CCONJ
cana-1445	346	13	k.	k.	PROPN
cana-1445	346	14	gopika	gopika	PROPN
cana-1445	346	15	,	,	PUNCT
cana-1445	346	16	"	"	PUNCT
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cana-1445	346	18	authentication	authentication	NOUN
cana-1445	346	19	scheme	scheme	NOUN
cana-1445	346	20	using	use	VERB
cana-1445	346	21	ceek	ceek	NOUN
cana-1445	346	22	technique	technique	NOUN
cana-1445	346	23	for	for	ADP
cana-1445	346	24	trusted	trusted	ADJ
cana-1445	346	25	environment	environment	NOUN
cana-1445	346	26	,	,	PUNCT
cana-1445	346	27	"	"	PUNCT
cana-1445	346	28	2022	2022	NUM
cana-1445	346	29	international	international	PROPN
cana-1445	346	30	mobile	mobile	NOUN
cana-1445	346	31	and	and	CCONJ
cana-1445	346	32	embedded	embed	VERB
cana-1445	346	33	technology	technology	NOUN
cana-1445	346	34	conference	conference	NOUN
cana-1445	346	35	(	(	PUNCT
cana-1445	346	36	mecon	mecon	NOUN
cana-1445	346	37	)	)	PUNCT
cana-1445	346	38	,	,	PUNCT
cana-1445	346	39	2022	2022	NUM
cana-1445	346	40	,	,	PUNCT
cana-1445	346	41	pp	pp	ADJ
cana-1445	346	42	.	.	PUNCT
cana-1445	347	1	66	66	NUM
cana-1445	347	2	-	-	SYM
cana-1445	347	3	71	71	NUM
cana-1445	347	4	,	,	PUNCT
cana-1445	347	5	doi	doi	NOUN
cana-1445	347	6	:	:	PUNCT
cana-1445	347	7	10.1109	10.1109	NUM
cana-1445	347	8	/	/	SYM
cana-1445	347	9	mecon53876.2022.9752245	mecon53876.2022.9752245	PROPN
cana-1445	347	10	.	.	PUNCT
cana-1445	348	1	[	[	X
cana-1445	348	2	36	36	NUM
cana-1445	348	3	]	]	SYM
cana-1445	348	4	yulianto	yulianto	PROPN
cana-1445	348	5	,	,	PUNCT
cana-1445	348	6	r.	r.	PROPN
cana-1445	348	7	,	,	PUNCT
cana-1445	348	8	s.	s.	PROPN
cana-1445	348	9	sukardi	sukardi	PROPN
cana-1445	348	10	,	,	PUNCT
cana-1445	348	11	f.	f.	PROPN
cana-1445	348	12	faqihudin	faqihudin	PROPN
cana-1445	348	13	,	,	PUNCT
cana-1445	348	14	m.	m.	NOUN
cana-1445	348	15	rusli	rusli	NOUN
cana-1445	348	16	,	,	PUNCT
cana-1445	348	17	a.	a.	NOUN
cana-1445	348	18	karno	karno	NOUN
cana-1445	348	19	,	,	PUNCT
cana-1445	348	20	w.	w.	NOUN
cana-1445	348	21	hastomo	hastomo	NOUN
cana-1445	348	22	,	,	PUNCT
cana-1445	348	23	n.	n.	PROPN
cana-1445	348	24	yuningsih	yuningsih	PROPN
cana-1445	348	25	,	,	PUNCT
cana-1445	348	26	and	and	CCONJ
cana-1445	348	27	n.	n.	PROPN
cana-1445	348	28	kamilia	kamilia	PROPN
cana-1445	348	29	.	.	PUNCT
cana-1445	349	1	“	"	PUNCT
cana-1445	349	2	exploratory	exploratory	ADJ
cana-1445	349	3	data	datum	NOUN
cana-1445	349	4	analysis	analysis	NOUN
cana-1445	349	5	for	for	ADP
cana-1445	349	6	building	build	VERB
cana-1445	349	7	energy	energy	NOUN
cana-1445	349	8	meters	meter	NOUN
cana-1445	349	9	using	use	VERB
cana-1445	349	10	machine	machine	NOUN
cana-1445	349	11	learning	learning	NOUN
cana-1445	349	12	”	"	PUNCT
cana-1445	349	13	.	.	PUNCT
cana-1445	350	1	journal	journal	PROPN
cana-1445	350	2	of	of	ADP
cana-1445	350	3	telecommunication	telecommunication	NOUN
cana-1445	350	4	electronics	electronic	NOUN
cana-1445	350	5	and	and	CCONJ
cana-1445	350	6	control	control	NOUN
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