id	sid	tid	token	lemma	pos
easat-5716	1	1	edelweiss	edelweiss	PROPN
easat-5716	1	2	applied	apply	VERB
easat-5716	1	3	science	science	NOUN
easat-5716	1	4	and	and	CCONJ
easat-5716	1	5	technology	technology	NOUN
easat-5716	1	6	issn	issn	PROPN
easat-5716	1	7	:	:	PUNCT
easat-5716	1	8	2576	2576	NUM
easat-5716	1	9	-	-	SYM
easat-5716	1	10	8484	8484	NUM
easat-5716	1	11	vol	vol	NOUN
easat-5716	1	12	.	.	PROPN
easat-5716	2	1	9	9	NUM
easat-5716	2	2	,	,	PUNCT
easat-5716	2	3	no	no	INTJ
easat-5716	2	4	.	.	NOUN
easat-5716	2	5	3	3	NUM
easat-5716	2	6	,	,	PUNCT
easat-5716	2	7	1892	1892	NUM
easat-5716	2	8	-	-	SYM
easat-5716	2	9	1907	1907	NUM
easat-5716	2	10	2025	2025	NUM
easat-5716	2	11	publisher	publisher	NOUN
easat-5716	2	12	:	:	PUNCT
easat-5716	2	13	learning	learn	VERB
easat-5716	2	14	gate	gate	NOUN
easat-5716	2	15	doi	doi	PROPN
easat-5716	2	16	:	:	PUNCT
easat-5716	2	17	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	2	18	©	©	ADP
easat-5716	2	19	2025	2025	NUM
easat-5716	2	20	by	by	ADP
easat-5716	2	21	the	the	DET
easat-5716	2	22	authors	author	NOUN
easat-5716	2	23	;	;	PUNCT
easat-5716	2	24	licensee	licensee	PROPN
easat-5716	2	25	learning	learning	NOUN
easat-5716	2	26	gate	gate	NOUN
easat-5716	3	1	©	©	PROPN
easat-5716	3	2	2025	2025	NUM
easat-5716	3	3	by	by	ADP
easat-5716	3	4	the	the	DET
easat-5716	3	5	authors	author	NOUN
easat-5716	3	6	;	;	PUNCT
easat-5716	3	7	licensee	licensee	PROPN
easat-5716	3	8	learning	learning	NOUN
easat-5716	3	9	gate	gate	NOUN
easat-5716	3	10	history	history	NOUN
easat-5716	3	11	:	:	PUNCT
easat-5716	3	12	received	receive	VERB
easat-5716	3	13	:	:	PUNCT
easat-5716	3	14	8	8	NUM
easat-5716	3	15	january	january	NOUN
easat-5716	3	16	2025	2025	NUM
easat-5716	3	17	;	;	PUNCT
easat-5716	3	18	revised	revise	VERB
easat-5716	3	19	:	:	PUNCT
easat-5716	3	20	18	18	NUM
easat-5716	3	21	march	march	NOUN
easat-5716	3	22	2025	2025	NUM
easat-5716	3	23	;	;	PUNCT
easat-5716	3	24	accepted	accept	VERB
easat-5716	3	25	:	:	PUNCT
easat-5716	3	26	21	21	NUM
easat-5716	3	27	march	march	NOUN
easat-5716	3	28	2025	2025	NUM
easat-5716	3	29	;	;	PUNCT
easat-5716	3	30	published	publish	VERB
easat-5716	3	31	:	:	PUNCT
easat-5716	3	32	24	24	NUM
easat-5716	3	33	march	march	NOUN
easat-5716	3	34	2025	2025	NUM
easat-5716	3	35	*	*	PUNCT
easat-5716	3	36	correspondence	correspondence	NOUN
easat-5716	3	37	:	:	PUNCT
easat-5716	3	38	akim_salami@yahoo.fr	akim_salami@yahoo.fr	NOUN
easat-5716	3	39	hybrid	hybrid	NOUN
easat-5716	3	40	approach	approach	NOUN
easat-5716	3	41	based	base	VERB
easat-5716	3	42	on	on	ADP
easat-5716	3	43	wavelets	wavelet	NOUN
easat-5716	3	44	,	,	PUNCT
easat-5716	3	45	kalman	kalman	NOUN
easat-5716	3	46	filters	filter	NOUN
easat-5716	3	47	,	,	PUNCT
easat-5716	3	48	arima	arima	NOUN
easat-5716	3	49	,	,	PUNCT
easat-5716	3	50	and	and	CCONJ
easat-5716	3	51	neural	neural	ADJ
easat-5716	3	52	networks	network	NOUN
easat-5716	3	53	for	for	ADP
easat-5716	3	54	mastering	master	VERB
easat-5716	3	55	electrical	electrical	ADJ
easat-5716	3	56	energy	energy	NOUN
easat-5716	3	57	at	at	ADP
easat-5716	3	58	the	the	DET
easat-5716	3	59	residential	residential	ADJ
easat-5716	3	60	level	level	NOUN
easat-5716	3	61	:	:	PUNCT
easat-5716	3	62	forecasting	forecast	VERB
easat-5716	3	63	the	the	DET
easat-5716	3	64	electrical	electrical	ADJ
easat-5716	3	65	energy	energy	NOUN
easat-5716	3	66	consumption	consumption	NOUN
easat-5716	3	67	of	of	ADP
easat-5716	3	68	residences	residence	NOUN
easat-5716	3	69	in	in	ADP
easat-5716	3	70	the	the	DET
easat-5716	3	71	city	city	NOUN
easat-5716	3	72	of	of	ADP
easat-5716	3	73	lomé	lomé	ADJ
easat-5716	3	74	yéloiti	yéloiti	NOUN
easat-5716	3	75	n’poh	n’poh	SCONJ
easat-5716	3	76	babikou1	babikou1	NOUN
easat-5716	3	77	,	,	PUNCT
easat-5716	3	78	agbassou	agbassou	PROPN
easat-5716	3	79	guenoukpati1,2,3	guenoukpati1,2,3	PROPN
easat-5716	3	80	,	,	PUNCT
easat-5716	3	81	adekunlé	adekunlé	PROPN
easat-5716	3	82	akim	akim	PROPN
easat-5716	3	83	salami1,2	salami1,2	PROPN
easat-5716	3	84	*	*	PROPN
easat-5716	3	85	,	,	PUNCT
easat-5716	3	86	koffi	koffi	PROPN
easat-5716	3	87	mawugno	mawugno	NOUN
easat-5716	3	88	kodjo1,2	kodjo1,2	PROPN
easat-5716	3	89	1centre	1centre	NUM
easat-5716	3	90	d’excellence	d’excellence	NOUN
easat-5716	3	91	régional	régional	X
easat-5716	3	92	pour	pour	NOUN
easat-5716	3	93	la	la	X
easat-5716	3	94	maîtrise	maîtrise	PROPN
easat-5716	3	95	de	de	PROPN
easat-5716	3	96	l’electricité	l’electricité	PROPN
easat-5716	3	97	(	(	PUNCT
easat-5716	3	98	cerme	cerme	ADJ
easat-5716	3	99	)	)	PUNCT
easat-5716	3	100	,	,	PUNCT
easat-5716	3	101	university	university	NOUN
easat-5716	3	102	of	of	ADP
easat-5716	3	103	lome	lome	PROPN
easat-5716	3	104	,	,	PUNCT
easat-5716	3	105	togo	togo	PROPN
easat-5716	3	106	;	;	PUNCT
easat-5716	3	107	yeloiti@gmail.com	yeloiti@gmail.com	X
easat-5716	3	108	(	(	PUNCT
easat-5716	3	109	y.n.b	y.n.b	NOUN
easat-5716	3	110	.	.	PUNCT
easat-5716	3	111	)	)	PUNCT
easat-5716	3	112	;	;	PUNCT
easat-5716	4	1	guenoukpatib@gmail.com	guenoukpatib@gmail.com	X
easat-5716	4	2	(	(	PUNCT
easat-5716	4	3	a.g	a.g	PROPN
easat-5716	4	4	.	.	PROPN
easat-5716	4	5	)	)	PUNCT
easat-5716	4	6	;	;	PUNCT
easat-5716	4	7	akim_salami@yahoo.fr	akim_salami@yahoo.fr	NOUN
easat-5716	4	8	(	(	PUNCT
easat-5716	4	9	a.a.s	a.a.s	PROPN
easat-5716	4	10	.	.	PUNCT
easat-5716	4	11	)	)	PUNCT
easat-5716	4	12	.	.	PUNCT
easat-5716	5	1	2department	2department	NUM
easat-5716	5	2	of	of	ADP
easat-5716	5	3	electrical	electrical	ADJ
easat-5716	5	4	engineering	engineering	NOUN
easat-5716	5	5	,	,	PUNCT
easat-5716	5	6	ecole	ecole	X
easat-5716	5	7	polytechnique	polytechnique	X
easat-5716	5	8	de	de	X
easat-5716	5	9	lomé	lomé	ADJ
easat-5716	5	10	(	(	PUNCT
easat-5716	5	11	epl	epl	PROPN
easat-5716	5	12	)	)	PUNCT
easat-5716	5	13	,	,	PUNCT
easat-5716	5	14	university	university	NOUN
easat-5716	5	15	of	of	ADP
easat-5716	5	16	lome	lome	PROPN
easat-5716	5	17	,	,	PUNCT
easat-5716	5	18	togo	togo	PROPN
easat-5716	5	19	.	.	PUNCT
easat-5716	6	1	3laboratoire	3laboratoire	NUM
easat-5716	6	2	de	de	X
easat-5716	6	3	recherche	recherche	X
easat-5716	6	4	en	en	X
easat-5716	6	5	sciences	sciences	PROPN
easat-5716	6	6	de	de	PROPN
easat-5716	6	7	l’ingénieur	l’ingénieur	PROPN
easat-5716	6	8	(	(	PUNCT
easat-5716	6	9	larsi	larsi	ADJ
easat-5716	6	10	)	)	PUNCT
easat-5716	6	11	,	,	PUNCT
easat-5716	6	12	university	university	NOUN
easat-5716	6	13	of	of	ADP
easat-5716	6	14	lome	lome	PROPN
easat-5716	6	15	,	,	PUNCT
easat-5716	6	16	togo	togo	PROPN
easat-5716	6	17	.	.	PUNCT
easat-5716	7	1	abstract	abstract	PROPN
easat-5716	7	2	:	:	PUNCT
easat-5716	7	3	the	the	DET
easat-5716	7	4	energy	energy	NOUN
easat-5716	7	5	sector	sector	NOUN
easat-5716	7	6	,	,	PUNCT
easat-5716	7	7	specifically	specifically	ADV
easat-5716	7	8	residential	residential	ADJ
easat-5716	7	9	electricity	electricity	NOUN
easat-5716	7	10	,	,	PUNCT
easat-5716	7	11	must	must	AUX
easat-5716	7	12	be	be	AUX
easat-5716	7	13	managed	manage	VERB
easat-5716	7	14	to	to	PART
easat-5716	7	15	understand	understand	VERB
easat-5716	7	16	the	the	DET
easat-5716	7	17	electricity	electricity	NOUN
easat-5716	7	18	consumption	consumption	NOUN
easat-5716	7	19	model	model	NOUN
easat-5716	7	20	of	of	ADP
easat-5716	7	21	each	each	DET
easat-5716	7	22	residence	residence	NOUN
easat-5716	7	23	at	at	ADP
easat-5716	7	24	any	any	DET
easat-5716	7	25	given	give	VERB
easat-5716	7	26	time	time	NOUN
easat-5716	7	27	.	.	PUNCT
easat-5716	8	1	this	this	DET
easat-5716	8	2	study	study	NOUN
easat-5716	8	3	introduces	introduce	VERB
easat-5716	8	4	three	three	NUM
easat-5716	8	5	hybrid	hybrid	ADJ
easat-5716	8	6	forecasting	forecasting	NOUN
easat-5716	8	7	techniques	technique	NOUN
easat-5716	8	8	:	:	PUNCT
easat-5716	8	9	wavelet	wavelet	NOUN
easat-5716	8	10	transform	transform	NOUN
easat-5716	8	11	-	-	PUNCT
easat-5716	8	12	kalman	kalman	NOUN
easat-5716	8	13	filters	filter	NOUN
easat-5716	8	14	-	-	PUNCT
easat-5716	8	15	arima	arima	PROPN
easat-5716	8	16	(	(	PUNCT
easat-5716	8	17	wka	wka	PROPN
easat-5716	8	18	)	)	PUNCT
easat-5716	8	19	,	,	PUNCT
easat-5716	8	20	wavelet	wavelet	NOUN
easat-5716	8	21	transformartificial	transformartificial	ADJ
easat-5716	8	22	neural	neural	ADJ
easat-5716	8	23	networks	network	NOUN
easat-5716	8	24	-	-	PUNCT
easat-5716	8	25	kalman	kalman	NOUN
easat-5716	8	26	filters	filter	NOUN
easat-5716	8	27	(	(	PUNCT
easat-5716	8	28	wnnk	wnnk	NOUN
easat-5716	8	29	)	)	PUNCT
easat-5716	8	30	,	,	PUNCT
easat-5716	8	31	and	and	CCONJ
easat-5716	8	32	wavelet	wavelet	NOUN
easat-5716	8	33	transform	transform	NOUN
easat-5716	8	34	-	-	PUNCT
easat-5716	8	35	artificial	artificial	ADJ
easat-5716	8	36	neural	neural	ADJ
easat-5716	8	37	networks	network	NOUN
easat-5716	8	38	-	-	PUNCT
easat-5716	8	39	arima	arima	NOUN
easat-5716	8	40	(	(	PUNCT
easat-5716	8	41	wnna	wnna	PROPN
easat-5716	8	42	)	)	PUNCT
easat-5716	8	43	.	.	PUNCT
easat-5716	9	1	these	these	DET
easat-5716	9	2	hybrid	hybrid	ADJ
easat-5716	9	3	forecasting	forecasting	NOUN
easat-5716	9	4	models	model	NOUN
easat-5716	9	5	were	be	AUX
easat-5716	9	6	individually	individually	ADV
easat-5716	9	7	applied	apply	VERB
easat-5716	9	8	to	to	ADP
easat-5716	9	9	each	each	DET
easat-5716	9	10	dataset	dataset	NOUN
easat-5716	9	11	of	of	ADP
easat-5716	9	12	each	each	DET
easat-5716	9	13	residence	residence	NOUN
easat-5716	9	14	.	.	PUNCT
easat-5716	10	1	the	the	DET
easat-5716	10	2	data	datum	NOUN
easat-5716	10	3	for	for	ADP
easat-5716	10	4	this	this	DET
easat-5716	10	5	study	study	NOUN
easat-5716	10	6	were	be	AUX
easat-5716	10	7	collected	collect	VERB
easat-5716	10	8	from	from	ADP
easat-5716	10	9	28	28	NUM
easat-5716	10	10	different	different	ADJ
easat-5716	10	11	residences	residence	NOUN
easat-5716	10	12	over	over	ADP
easat-5716	10	13	a	a	DET
easat-5716	10	14	period	period	NOUN
easat-5716	10	15	of	of	ADP
easat-5716	10	16	2	2	NUM
easat-5716	10	17	years	year	NOUN
easat-5716	10	18	and	and	CCONJ
easat-5716	10	19	5	5	NUM
easat-5716	10	20	months	month	NOUN
easat-5716	10	21	in	in	ADP
easat-5716	10	22	lomé	lomé	NOUN
easat-5716	10	23	,	,	PUNCT
easat-5716	10	24	with	with	ADP
easat-5716	10	25	measurements	measurement	NOUN
easat-5716	10	26	taken	take	VERB
easat-5716	10	27	at	at	ADP
easat-5716	10	28	one	one	NUM
easat-5716	10	29	-	-	PUNCT
easat-5716	10	30	minute	minute	NOUN
easat-5716	10	31	intervals	interval	NOUN
easat-5716	10	32	.	.	PUNCT
easat-5716	11	1	the	the	DET
easat-5716	11	2	results	result	NOUN
easat-5716	11	3	,	,	PUNCT
easat-5716	11	4	validated	validate	VERB
easat-5716	11	5	using	use	VERB
easat-5716	11	6	error	error	NOUN
easat-5716	11	7	evaluation	evaluation	NOUN
easat-5716	11	8	criteria	criterion	NOUN
easat-5716	11	9	such	such	ADJ
easat-5716	11	10	as	as	ADP
easat-5716	11	11	root	root	NOUN
easat-5716	11	12	mean	mean	ADJ
easat-5716	11	13	square	square	ADJ
easat-5716	11	14	error	error	NOUN
easat-5716	11	15	(	(	PUNCT
easat-5716	11	16	rmse	rmse	NOUN
easat-5716	11	17	)	)	PUNCT
easat-5716	11	18	,	,	PUNCT
easat-5716	11	19	mean	mean	VERB
easat-5716	11	20	absolute	absolute	ADJ
easat-5716	11	21	percentage	percentage	NOUN
easat-5716	11	22	error	error	NOUN
easat-5716	11	23	(	(	PUNCT
easat-5716	11	24	mape	mape	NOUN
easat-5716	11	25	)	)	PUNCT
easat-5716	11	26	,	,	PUNCT
easat-5716	11	27	and	and	CCONJ
easat-5716	11	28	the	the	DET
easat-5716	11	29	correlation	correlation	NOUN
easat-5716	11	30	coefficient	coefficient	NOUN
easat-5716	11	31	,	,	PUNCT
easat-5716	11	32	revealed	reveal	VERB
easat-5716	11	33	that	that	SCONJ
easat-5716	11	34	10	10	NUM
easat-5716	11	35	of	of	ADP
easat-5716	11	36	the	the	DET
easat-5716	11	37	28	28	NUM
easat-5716	11	38	residences	residence	NOUN
easat-5716	11	39	achieved	achieve	VERB
easat-5716	11	40	the	the	DET
easat-5716	11	41	best	good	ADJ
easat-5716	11	42	forecasting	forecasting	NOUN
easat-5716	11	43	results	result	NOUN
easat-5716	11	44	with	with	ADP
easat-5716	11	45	the	the	DET
easat-5716	11	46	wnnk	wnnk	NOUN
easat-5716	11	47	hybrid	hybrid	NOUN
easat-5716	11	48	model	model	NOUN
easat-5716	11	49	,	,	PUNCT
easat-5716	11	50	10	10	NUM
easat-5716	11	51	with	with	ADP
easat-5716	11	52	the	the	DET
easat-5716	11	53	wka	wka	PROPN
easat-5716	11	54	model	model	NOUN
easat-5716	11	55	,	,	PUNCT
easat-5716	11	56	and	and	CCONJ
easat-5716	11	57	8	8	NUM
easat-5716	11	58	with	with	ADP
easat-5716	11	59	the	the	DET
easat-5716	11	60	wnna	wnna	PROPN
easat-5716	11	61	model	model	NOUN
easat-5716	11	62	.	.	PUNCT
easat-5716	12	1	this	this	DET
easat-5716	12	2	analysis	analysis	NOUN
easat-5716	12	3	enabled	enable	VERB
easat-5716	12	4	the	the	DET
easat-5716	12	5	classification	classification	NOUN
easat-5716	12	6	of	of	ADP
easat-5716	12	7	residences	residence	NOUN
easat-5716	12	8	into	into	ADP
easat-5716	12	9	three	three	NUM
easat-5716	12	10	groups	group	NOUN
easat-5716	12	11	:	:	PUNCT
easat-5716	12	12	group	group	NOUN
easat-5716	12	13	1	1	NUM
easat-5716	12	14	,	,	PUNCT
easat-5716	12	15	group	group	NOUN
easat-5716	12	16	2	2	NUM
easat-5716	12	17	,	,	PUNCT
easat-5716	12	18	and	and	CCONJ
easat-5716	12	19	group	group	NOUN
easat-5716	12	20	3	3	NUM
easat-5716	12	21	,	,	PUNCT
easat-5716	12	22	corresponding	correspond	VERB
easat-5716	12	23	respectively	respectively	ADV
easat-5716	12	24	to	to	ADP
easat-5716	12	25	the	the	DET
easat-5716	12	26	residences	residence	NOUN
easat-5716	12	27	achieving	achieve	VERB
easat-5716	12	28	the	the	DET
easat-5716	12	29	most	most	ADV
easat-5716	12	30	accurate	accurate	ADJ
easat-5716	12	31	forecasting	forecasting	NOUN
easat-5716	12	32	results	result	NOUN
easat-5716	12	33	with	with	ADP
easat-5716	12	34	the	the	DET
easat-5716	12	35	hybrid	hybrid	ADJ
easat-5716	12	36	models	model	NOUN
easat-5716	12	37	wnnk	wnnk	NOUN
easat-5716	12	38	,	,	PUNCT
easat-5716	12	39	wnna	wnna	NOUN
easat-5716	12	40	,	,	PUNCT
easat-5716	12	41	and	and	CCONJ
easat-5716	12	42	wka	wka	NOUN
easat-5716	12	43	.	.	PUNCT
easat-5716	13	1	this	this	DET
easat-5716	13	2	work	work	NOUN
easat-5716	13	3	not	not	PART
easat-5716	13	4	only	only	ADV
easat-5716	13	5	enhanced	enhance	VERB
easat-5716	13	6	the	the	DET
easat-5716	13	7	understanding	understanding	NOUN
easat-5716	13	8	of	of	ADP
easat-5716	13	9	electricity	electricity	NOUN
easat-5716	13	10	consumption	consumption	NOUN
easat-5716	13	11	habits	habit	NOUN
easat-5716	13	12	and	and	CCONJ
easat-5716	13	13	provided	provide	VERB
easat-5716	13	14	a	a	DET
easat-5716	13	15	method	method	NOUN
easat-5716	13	16	for	for	ADP
easat-5716	13	17	forecasting	forecast	VERB
easat-5716	13	18	future	future	ADJ
easat-5716	13	19	electricity	electricity	NOUN
easat-5716	13	20	use	use	NOUN
easat-5716	13	21	but	but	CCONJ
easat-5716	13	22	also	also	ADV
easat-5716	13	23	categorized	categorize	VERB
easat-5716	13	24	each	each	DET
easat-5716	13	25	residence	residence	NOUN
easat-5716	13	26	into	into	ADP
easat-5716	13	27	one	one	NUM
easat-5716	13	28	of	of	ADP
easat-5716	13	29	the	the	DET
easat-5716	13	30	three	three	NUM
easat-5716	13	31	groups	group	NOUN
easat-5716	13	32	based	base	VERB
easat-5716	13	33	on	on	ADP
easat-5716	13	34	its	its	PRON
easat-5716	13	35	level	level	NOUN
easat-5716	13	36	of	of	ADP
easat-5716	13	37	consumption	consumption	NOUN
easat-5716	13	38	.	.	PUNCT
easat-5716	14	1	keywords	keyword	NOUN
easat-5716	14	2	:	:	PUNCT
easat-5716	14	3	electrical	electrical	ADJ
easat-5716	14	4	energy	energy	NOUN
easat-5716	14	5	,	,	PUNCT
easat-5716	14	6	forecasting	forecasting	NOUN
easat-5716	14	7	,	,	PUNCT
easat-5716	14	8	hybrid	hybrid	ADJ
easat-5716	14	9	model	model	NOUN
easat-5716	14	10	,	,	PUNCT
easat-5716	14	11	residential	residential	ADJ
easat-5716	14	12	consumption	consumption	NOUN
easat-5716	14	13	.	.	PUNCT
easat-5716	15	1	1	1	X
easat-5716	15	2	.	.	X
easat-5716	15	3	introduction	introduction	NOUN
easat-5716	15	4	effective	effective	ADJ
easat-5716	15	5	management	management	NOUN
easat-5716	15	6	of	of	ADP
easat-5716	15	7	residential	residential	ADJ
easat-5716	15	8	electrical	electrical	ADJ
easat-5716	15	9	energy	energy	NOUN
easat-5716	15	10	remains	remain	VERB
easat-5716	15	11	a	a	DET
easat-5716	15	12	challenge	challenge	NOUN
easat-5716	15	13	for	for	ADP
easat-5716	15	14	the	the	DET
easat-5716	15	15	development	development	NOUN
easat-5716	15	16	of	of	ADP
easat-5716	15	17	the	the	DET
easat-5716	15	18	energy	energy	NOUN
easat-5716	15	19	sector	sector	NOUN
easat-5716	15	20	,	,	PUNCT
easat-5716	15	21	considering	consider	VERB
easat-5716	15	22	the	the	DET
easat-5716	15	23	centralized	centralized	ADJ
easat-5716	15	24	or	or	CCONJ
easat-5716	15	25	decentralized	decentralized	ADJ
easat-5716	15	26	integration	integration	NOUN
easat-5716	15	27	of	of	ADP
easat-5716	15	28	external	external	ADJ
easat-5716	15	29	production	production	NOUN
easat-5716	15	30	sources	source	NOUN
easat-5716	15	31	into	into	ADP
easat-5716	15	32	the	the	DET
easat-5716	15	33	overall	overall	ADJ
easat-5716	15	34	energy	energy	NOUN
easat-5716	15	35	management	management	NOUN
easat-5716	15	36	system	system	NOUN
easat-5716	15	37	.	.	PUNCT
easat-5716	16	1	proper	proper	ADJ
easat-5716	16	2	management	management	NOUN
easat-5716	16	3	of	of	ADP
easat-5716	16	4	residential	residential	ADJ
easat-5716	16	5	electrical	electrical	ADJ
easat-5716	16	6	energy	energy	NOUN
easat-5716	16	7	requires	require	VERB
easat-5716	16	8	a	a	DET
easat-5716	16	9	thorough	thorough	ADJ
easat-5716	16	10	understanding	understanding	NOUN
easat-5716	16	11	of	of	ADP
easat-5716	16	12	each	each	DET
easat-5716	16	13	residence	residence	NOUN
easat-5716	16	14	's	's	PART
easat-5716	16	15	real	real	ADJ
easat-5716	16	16	-	-	PUNCT
easat-5716	16	17	time	time	NOUN
easat-5716	16	18	energy	energy	NOUN
easat-5716	16	19	consumption	consumption	NOUN
easat-5716	16	20	habits	habit	NOUN
easat-5716	16	21	and	and	CCONJ
easat-5716	16	22	accurate	accurate	ADJ
easat-5716	16	23	forecasting	forecasting	NOUN
easat-5716	16	24	for	for	ADP
easat-5716	16	25	each	each	DET
easat-5716	16	26	residence	residence	NOUN
easat-5716	16	27	.	.	PUNCT
easat-5716	17	1	when	when	SCONJ
easat-5716	17	2	implemented	implement	VERB
easat-5716	17	3	,	,	PUNCT
easat-5716	17	4	the	the	DET
easat-5716	17	5	integration	integration	NOUN
easat-5716	17	6	of	of	ADP
easat-5716	17	7	sometimes	sometimes	ADV
easat-5716	17	8	intermittent	intermittent	ADJ
easat-5716	17	9	renewable	renewable	ADJ
easat-5716	17	10	energy	energy	NOUN
easat-5716	17	11	resources	resource	NOUN
easat-5716	17	12	and	and	CCONJ
easat-5716	17	13	their	their	PRON
easat-5716	17	14	management	management	NOUN
easat-5716	17	15	within	within	ADP
easat-5716	17	16	the	the	DET
easat-5716	17	17	electrical	electrical	ADJ
easat-5716	17	18	energy	energy	NOUN
easat-5716	17	19	system	system	NOUN
easat-5716	17	20	adds	add	VERB
easat-5716	17	21	a	a	DET
easat-5716	17	22	layer	layer	NOUN
easat-5716	17	23	of	of	ADP
easat-5716	17	24	complexity	complexity	NOUN
easat-5716	17	25	to	to	ADP
easat-5716	17	26	the	the	DET
easat-5716	17	27	system	system	NOUN
easat-5716	17	28	's	's	PART
easat-5716	17	29	operation	operation	NOUN
easat-5716	18	1	[	[	X
easat-5716	18	2	1	1	NUM
easat-5716	18	3	]	]	PUNCT
easat-5716	18	4	.	.	PUNCT
easat-5716	19	1	therefore	therefore	ADV
easat-5716	19	2	,	,	PUNCT
easat-5716	19	3	short	short	ADJ
easat-5716	19	4	-	-	PUNCT
easat-5716	19	5	term	term	NOUN
easat-5716	19	6	and	and	CCONJ
easat-5716	19	7	medium	medium	ADJ
easat-5716	19	8	-	-	PUNCT
easat-5716	19	9	term	term	NOUN
easat-5716	19	10	residential	residential	ADJ
easat-5716	19	11	electrical	electrical	ADJ
easat-5716	19	12	energy	energy	NOUN
easat-5716	19	13	forecasting	forecasting	NOUN
easat-5716	19	14	is	be	AUX
easat-5716	19	15	crucial	crucial	ADJ
easat-5716	19	16	.	.	PUNCT
easat-5716	20	1	when	when	SCONJ
easat-5716	20	2	done	do	VERB
easat-5716	20	3	correctly	correctly	ADV
easat-5716	20	4	,	,	PUNCT
easat-5716	20	5	this	this	DET
easat-5716	20	6	type	type	NOUN
easat-5716	20	7	of	of	ADP
easat-5716	20	8	energy	energy	NOUN
easat-5716	20	9	forecasting	forecasting	NOUN
easat-5716	20	10	plays	play	VERB
easat-5716	20	11	a	a	DET
easat-5716	20	12	vital	vital	ADJ
easat-5716	20	13	role	role	NOUN
easat-5716	20	14	in	in	ADP
easat-5716	20	15	improving	improve	VERB
easat-5716	20	16	the	the	DET
easat-5716	20	17	reliability	reliability	NOUN
easat-5716	20	18	and	and	CCONJ
easat-5716	20	19	efficiency	efficiency	NOUN
easat-5716	20	20	of	of	ADP
easat-5716	20	21	the	the	DET
easat-5716	20	22	electrical	electrical	ADJ
easat-5716	20	23	system	system	NOUN
easat-5716	20	24	and	and	CCONJ
easat-5716	20	25	simplifies	simplify	VERB
easat-5716	20	26	the	the	DET
easat-5716	20	27	integration	integration	NOUN
easat-5716	20	28	of	of	ADP
easat-5716	20	29	external	external	ADJ
easat-5716	20	30	energy	energy	NOUN
easat-5716	20	31	resources	resource	NOUN
easat-5716	20	32	while	while	SCONJ
easat-5716	20	33	reducing	reduce	VERB
easat-5716	20	34	operating	operating	NOUN
easat-5716	20	35	costs	cost	NOUN
easat-5716	20	36	[	[	X
easat-5716	20	37	2	2	NUM
easat-5716	20	38	]	]	PUNCT
easat-5716	20	39	.	.	PUNCT
easat-5716	21	1	additionally	additionally	ADV
easat-5716	21	2	,	,	PUNCT
easat-5716	21	3	the	the	DET
easat-5716	21	4	availability	availability	NOUN
easat-5716	21	5	of	of	ADP
easat-5716	21	6	a	a	DET
easat-5716	21	7	database	database	NOUN
easat-5716	21	8	containing	contain	VERB
easat-5716	21	9	residential	residential	ADJ
easat-5716	21	10	electrical	electrical	ADJ
easat-5716	21	11	energy	energy	NOUN
easat-5716	21	12	data	datum	NOUN
easat-5716	21	13	is	be	AUX
easat-5716	21	14	essential	essential	ADJ
easat-5716	21	15	for	for	ADP
easat-5716	21	16	analyzing	analyze	VERB
easat-5716	21	17	,	,	PUNCT
easat-5716	21	18	understanding	understanding	NOUN
easat-5716	21	19	,	,	PUNCT
easat-5716	21	20	and	and	CCONJ
easat-5716	21	21	modeling	model	VERB
easat-5716	21	22	residential	residential	ADJ
easat-5716	21	23	energy	energy	NOUN
easat-5716	21	24	consumption	consumption	NOUN
easat-5716	21	25	[	[	X
easat-5716	21	26	3	3	NUM
easat-5716	21	27	,	,	PUNCT
easat-5716	21	28	4	4	NUM
easat-5716	21	29	]	]	PUNCT
easat-5716	21	30	.	.	PUNCT
easat-5716	22	1	using	use	VERB
easat-5716	22	2	artificial	artificial	ADJ
easat-5716	22	3	intelligence	intelligence	NOUN
easat-5716	22	4	methods	method	NOUN
easat-5716	22	5	to	to	PART
easat-5716	22	6	forecast	forecast	VERB
easat-5716	22	7	nonlinear	nonlinear	ADJ
easat-5716	22	8	and	and	CCONJ
easat-5716	22	9	noisy	noisy	ADJ
easat-5716	22	10	systems	system	NOUN
easat-5716	22	11	yields	yield	VERB
easat-5716	22	12	better	well	ADJ
easat-5716	22	13	results	result	NOUN
easat-5716	22	14	than	than	ADP
easat-5716	22	15	statistical	statistical	ADJ
easat-5716	22	16	methods	method	NOUN
easat-5716	22	17	,	,	PUNCT
easat-5716	22	18	which	which	PRON
easat-5716	22	19	are	be	AUX
easat-5716	22	20	limited	limit	VERB
easat-5716	22	21	to	to	ADP
easat-5716	22	22	stationary	stationary	ADJ
easat-5716	22	23	data	datum	NOUN
easat-5716	22	24	.	.	PUNCT
easat-5716	23	1	1893	1893	NUM
easat-5716	23	2	edelweiss	edelweiss	PROPN
easat-5716	23	3	applied	apply	VERB
easat-5716	23	4	science	science	NOUN
easat-5716	23	5	and	and	CCONJ
easat-5716	23	6	technology	technology	NOUN
easat-5716	23	7	issn	issn	PROPN
easat-5716	23	8	:	:	PUNCT
easat-5716	23	9	2576	2576	NUM
easat-5716	23	10	-	-	SYM
easat-5716	23	11	8484	8484	NUM
easat-5716	23	12	vol	vol	NOUN
easat-5716	23	13	.	.	PROPN
easat-5716	24	1	9	9	NUM
easat-5716	24	2	,	,	PUNCT
easat-5716	24	3	no	no	INTJ
easat-5716	24	4	.	.	NOUN
easat-5716	25	1	3	3	NUM
easat-5716	25	2	:	:	SYM
easat-5716	25	3	1892	1892	NUM
easat-5716	25	4	-	-	SYM
easat-5716	25	5	1907	1907	NUM
easat-5716	25	6	,	,	PUNCT
easat-5716	25	7	2025	2025	NUM
easat-5716	25	8	doi	doi	NOUN
easat-5716	25	9	:	:	PUNCT
easat-5716	25	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	25	11	©	©	PROPN
easat-5716	25	12	2025	2025	NUM
easat-5716	25	13	by	by	ADP
easat-5716	25	14	the	the	DET
easat-5716	25	15	authors	author	NOUN
easat-5716	25	16	;	;	PUNCT
easat-5716	25	17	licensee	licensee	PROPN
easat-5716	25	18	learning	learn	VERB
easat-5716	25	19	gate	gate	PROPN
easat-5716	25	20	residential	residential	ADJ
easat-5716	25	21	electrical	electrical	ADJ
easat-5716	25	22	energy	energy	NOUN
easat-5716	25	23	data	datum	NOUN
easat-5716	25	24	is	be	AUX
easat-5716	25	25	very	very	ADV
easat-5716	25	26	noisy	noisy	ADJ
easat-5716	25	27	,	,	PUNCT
easat-5716	25	28	complex	complex	ADJ
easat-5716	25	29	,	,	PUNCT
easat-5716	25	30	and	and	CCONJ
easat-5716	25	31	non	non	ADJ
easat-5716	25	32	-	-	ADJ
easat-5716	25	33	stationary	stationary	ADJ
easat-5716	25	34	.	.	PUNCT
easat-5716	26	1	several	several	ADJ
easat-5716	26	2	artificial	artificial	ADJ
easat-5716	26	3	intelligence	intelligence	NOUN
easat-5716	26	4	methods	method	NOUN
easat-5716	26	5	have	have	AUX
easat-5716	26	6	been	be	AUX
easat-5716	26	7	used	use	VERB
easat-5716	26	8	to	to	PART
easat-5716	26	9	predict	predict	VERB
easat-5716	26	10	residential	residential	ADJ
easat-5716	26	11	electrical	electrical	ADJ
easat-5716	26	12	energy	energy	NOUN
easat-5716	27	1	[	[	X
easat-5716	27	2	5	5	NUM
easat-5716	27	3	-	-	SYM
easat-5716	27	4	7	7	NUM
easat-5716	27	5	]	]	PUNCT
easat-5716	27	6	.	.	PUNCT
easat-5716	28	1	the	the	PRON
easat-5716	28	2	non	non	ADJ
easat-5716	28	3	-	-	NOUN
easat-5716	28	4	stationarity	stationarity	ADJ
easat-5716	28	5	,	,	PUNCT
easat-5716	28	6	complexity	complexity	NOUN
easat-5716	28	7	,	,	PUNCT
easat-5716	28	8	and	and	CCONJ
easat-5716	28	9	noise	noise	NOUN
easat-5716	28	10	present	present	ADJ
easat-5716	28	11	in	in	ADP
easat-5716	28	12	electrical	electrical	ADJ
easat-5716	28	13	energy	energy	NOUN
easat-5716	28	14	data	datum	NOUN
easat-5716	28	15	can	can	AUX
easat-5716	28	16	be	be	AUX
easat-5716	28	17	explained	explain	VERB
easat-5716	28	18	by	by	ADP
easat-5716	28	19	several	several	ADJ
easat-5716	28	20	factors	factor	NOUN
easat-5716	28	21	,	,	PUNCT
easat-5716	28	22	such	such	ADJ
easat-5716	28	23	as	as	ADP
easat-5716	28	24	the	the	DET
easat-5716	28	25	unpredictable	unpredictable	ADJ
easat-5716	28	26	behavior	behavior	NOUN
easat-5716	28	27	of	of	ADP
easat-5716	28	28	consumers	consumer	NOUN
easat-5716	28	29	towards	towards	ADP
easat-5716	28	30	electrical	electrical	ADJ
easat-5716	28	31	energy	energy	NOUN
easat-5716	28	32	,	,	PUNCT
easat-5716	28	33	sudden	sudden	ADJ
easat-5716	28	34	events	event	NOUN
easat-5716	28	35	,	,	PUNCT
easat-5716	28	36	load	load	NOUN
easat-5716	28	37	shedding	shedding	NOUN
easat-5716	28	38	,	,	PUNCT
easat-5716	28	39	and	and	CCONJ
easat-5716	28	40	meteorological	meteorological	ADJ
easat-5716	28	41	variations	variation	NOUN
easat-5716	28	42	.	.	PUNCT
easat-5716	29	1	all	all	DET
easat-5716	29	2	these	these	DET
easat-5716	29	3	factors	factor	NOUN
easat-5716	29	4	limit	limit	VERB
easat-5716	29	5	the	the	DET
easat-5716	29	6	accuracy	accuracy	NOUN
easat-5716	29	7	of	of	ADP
easat-5716	29	8	predictions	prediction	NOUN
easat-5716	29	9	,	,	PUNCT
easat-5716	29	10	even	even	ADV
easat-5716	29	11	for	for	ADP
easat-5716	29	12	artificial	artificial	ADJ
easat-5716	29	13	intelligence	intelligence	NOUN
easat-5716	29	14	methods	method	NOUN
easat-5716	29	15	[	[	X
easat-5716	29	16	8	8	NUM
easat-5716	29	17	,	,	PUNCT
easat-5716	29	18	9	9	NUM
easat-5716	29	19	]	]	PUNCT
easat-5716	29	20	.	.	PUNCT
easat-5716	30	1	several	several	ADJ
easat-5716	30	2	hybrid	hybrid	ADJ
easat-5716	30	3	methods	method	NOUN
easat-5716	30	4	,	,	PUNCT
easat-5716	30	5	considering	consider	VERB
easat-5716	30	6	the	the	DET
easat-5716	30	7	strengths	strength	NOUN
easat-5716	30	8	and	and	CCONJ
easat-5716	30	9	weaknesses	weakness	NOUN
easat-5716	30	10	of	of	ADP
easat-5716	30	11	the	the	DET
easat-5716	30	12	models	model	NOUN
easat-5716	30	13	to	to	PART
easat-5716	30	14	be	be	AUX
easat-5716	30	15	hybridized	hybridize	VERB
easat-5716	30	16	,	,	PUNCT
easat-5716	30	17	have	have	AUX
easat-5716	30	18	improved	improve	VERB
easat-5716	30	19	the	the	DET
easat-5716	30	20	accuracy	accuracy	NOUN
easat-5716	30	21	of	of	ADP
easat-5716	30	22	residential	residential	ADJ
easat-5716	30	23	electrical	electrical	ADJ
easat-5716	30	24	energy	energy	NOUN
easat-5716	30	25	forecasts	forecast	NOUN
easat-5716	30	26	.	.	PUNCT
easat-5716	31	1	to	to	PART
easat-5716	31	2	further	far	ADV
easat-5716	31	3	enhance	enhance	VERB
easat-5716	31	4	the	the	DET
easat-5716	31	5	performance	performance	NOUN
easat-5716	31	6	of	of	ADP
easat-5716	31	7	electrical	electrical	ADJ
easat-5716	31	8	energy	energy	NOUN
easat-5716	31	9	forecasts	forecast	NOUN
easat-5716	31	10	,	,	PUNCT
easat-5716	31	11	wavelet	wavelet	NOUN
easat-5716	31	12	transform	transform	NOUN
easat-5716	31	13	has	have	AUX
easat-5716	31	14	often	often	ADV
easat-5716	31	15	been	be	AUX
easat-5716	31	16	coupled	couple	VERB
easat-5716	31	17	with	with	ADP
easat-5716	31	18	the	the	DET
easat-5716	31	19	arima	arima	PROPN
easat-5716	31	20	model	model	NOUN
easat-5716	31	21	and/or	and/or	CCONJ
easat-5716	31	22	neural	neural	ADJ
easat-5716	31	23	networks	network	NOUN
easat-5716	31	24	to	to	PART
easat-5716	31	25	form	form	VERB
easat-5716	31	26	a	a	DET
easat-5716	31	27	more	more	ADV
easat-5716	31	28	efficient	efficient	ADJ
easat-5716	31	29	and	and	CCONJ
easat-5716	31	30	robust	robust	ADJ
easat-5716	31	31	hybrid	hybrid	ADJ
easat-5716	31	32	model	model	NOUN
easat-5716	31	33	than	than	ADP
easat-5716	31	34	singular	singular	ADJ
easat-5716	31	35	artificial	artificial	ADJ
easat-5716	31	36	intelligence	intelligence	NOUN
easat-5716	31	37	models	model	NOUN
easat-5716	31	38	[	[	X
easat-5716	31	39	10	10	NUM
easat-5716	31	40	]	]	PUNCT
easat-5716	31	41	.	.	PUNCT
easat-5716	32	1	signal	signal	ADJ
easat-5716	32	2	decomposition	decomposition	NOUN
easat-5716	32	3	using	use	VERB
easat-5716	32	4	the	the	DET
easat-5716	32	5	wavelet	wavelet	NOUN
easat-5716	32	6	method	method	NOUN
easat-5716	32	7	allows	allow	VERB
easat-5716	32	8	data	datum	NOUN
easat-5716	32	9	to	to	PART
easat-5716	32	10	be	be	AUX
easat-5716	32	11	separated	separate	VERB
easat-5716	32	12	into	into	ADP
easat-5716	32	13	several	several	ADJ
easat-5716	32	14	components	component	NOUN
easat-5716	32	15	.	.	PUNCT
easat-5716	33	1	after	after	ADP
easat-5716	33	2	obtaining	obtain	VERB
easat-5716	33	3	the	the	DET
easat-5716	33	4	optimal	optimal	ADJ
easat-5716	33	5	decomposition	decomposition	NOUN
easat-5716	33	6	level	level	NOUN
easat-5716	33	7	,	,	PUNCT
easat-5716	33	8	an	an	DET
easat-5716	33	9	algorithm	algorithm	NOUN
easat-5716	33	10	selects	select	VERB
easat-5716	33	11	certain	certain	ADJ
easat-5716	33	12	components	component	NOUN
easat-5716	33	13	from	from	ADP
easat-5716	33	14	the	the	DET
easat-5716	33	15	decomposition	decomposition	NOUN
easat-5716	33	16	to	to	PART
easat-5716	33	17	form	form	VERB
easat-5716	33	18	hybrid	hybrid	ADJ
easat-5716	33	19	models	model	NOUN
easat-5716	33	20	,	,	PUNCT
easat-5716	33	21	while	while	SCONJ
easat-5716	33	22	the	the	DET
easat-5716	33	23	rest	rest	NOUN
easat-5716	33	24	is	be	AUX
easat-5716	33	25	considered	consider	VERB
easat-5716	33	26	noise	noise	NOUN
easat-5716	33	27	and	and	CCONJ
easat-5716	33	28	eliminated	eliminate	VERB
easat-5716	33	29	from	from	ADP
easat-5716	33	30	the	the	DET
easat-5716	33	31	model	model	NOUN
easat-5716	33	32	.	.	PUNCT
easat-5716	34	1	wavelet	wavelet	NOUN
easat-5716	34	2	decomposition	decomposition	NOUN
easat-5716	34	3	is	be	AUX
easat-5716	34	4	a	a	DET
easat-5716	34	5	preprocessing	preprocessing	NOUN
easat-5716	34	6	step	step	NOUN
easat-5716	34	7	that	that	PRON
easat-5716	34	8	improves	improve	VERB
easat-5716	34	9	performance	performance	NOUN
easat-5716	34	10	for	for	ADP
easat-5716	34	11	noisy	noisy	ADJ
easat-5716	34	12	data	datum	NOUN
easat-5716	34	13	,	,	PUNCT
easat-5716	34	14	such	such	ADJ
easat-5716	34	15	as	as	ADP
easat-5716	34	16	residential	residential	ADJ
easat-5716	34	17	electrical	electrical	ADJ
easat-5716	34	18	energy	energy	NOUN
easat-5716	34	19	,	,	PUNCT
easat-5716	34	20	before	before	ADP
easat-5716	34	21	combining	combine	VERB
easat-5716	34	22	it	it	PRON
easat-5716	34	23	with	with	ADP
easat-5716	34	24	arima	arima	NOUN
easat-5716	34	25	models	model	NOUN
easat-5716	34	26	,	,	PUNCT
easat-5716	34	27	neural	neural	ADJ
easat-5716	34	28	networks	network	NOUN
easat-5716	34	29	,	,	PUNCT
easat-5716	34	30	or	or	CCONJ
easat-5716	34	31	kalman	kalman	NOUN
easat-5716	34	32	filters	filter	NOUN
easat-5716	34	33	.	.	PUNCT
easat-5716	35	1	hybrid	hybrid	NOUN
easat-5716	35	2	models	model	NOUN
easat-5716	35	3	based	base	VERB
easat-5716	35	4	on	on	ADP
easat-5716	35	5	kalman	kalman	PROPN
easat-5716	35	6	filters	filter	NOUN
easat-5716	35	7	and/or	and/or	CCONJ
easat-5716	35	8	wavelet	wavelet	NOUN
easat-5716	35	9	transform	transform	NOUN
easat-5716	35	10	have	have	AUX
easat-5716	35	11	been	be	AUX
easat-5716	35	12	used	use	VERB
easat-5716	35	13	to	to	PART
easat-5716	35	14	improve	improve	VERB
easat-5716	35	15	prediction	prediction	NOUN
easat-5716	35	16	results	result	NOUN
easat-5716	35	17	in	in	ADP
easat-5716	35	18	the	the	DET
easat-5716	35	19	residential	residential	ADJ
easat-5716	35	20	energy	energy	NOUN
easat-5716	35	21	sector	sector	NOUN
easat-5716	35	22	[	[	X
easat-5716	35	23	11	11	NUM
easat-5716	35	24	-	-	SYM
easat-5716	35	25	13	13	NUM
easat-5716	35	26	]	]	PUNCT
easat-5716	35	27	.	.	PUNCT
easat-5716	36	1	this	this	DET
easat-5716	36	2	study	study	NOUN
easat-5716	36	3	aims	aim	VERB
easat-5716	36	4	to	to	PART
easat-5716	36	5	investigate	investigate	VERB
easat-5716	36	6	residential	residential	ADJ
easat-5716	36	7	electrical	electrical	ADJ
easat-5716	36	8	energy	energy	NOUN
easat-5716	36	9	forecasting	forecasting	NOUN
easat-5716	36	10	.	.	PUNCT
easat-5716	37	1	to	to	PART
easat-5716	37	2	achieve	achieve	VERB
easat-5716	37	3	this	this	PRON
easat-5716	37	4	,	,	PUNCT
easat-5716	37	5	several	several	ADJ
easat-5716	37	6	hybrid	hybrid	ADJ
easat-5716	37	7	models	model	NOUN
easat-5716	37	8	were	be	AUX
easat-5716	37	9	developed	develop	VERB
easat-5716	37	10	based	base	VERB
easat-5716	37	11	on	on	ADP
easat-5716	37	12	either	either	DET
easat-5716	37	13	wavelet	wavelet	NOUN
easat-5716	37	14	transform	transform	NOUN
easat-5716	37	15	,	,	PUNCT
easat-5716	37	16	kalman	kalman	NOUN
easat-5716	37	17	filters	filter	NOUN
easat-5716	37	18	,	,	PUNCT
easat-5716	37	19	or	or	CCONJ
easat-5716	37	20	both	both	PRON
easat-5716	37	21	,	,	PUNCT
easat-5716	37	22	combined	combine	VERB
easat-5716	37	23	with	with	ADP
easat-5716	37	24	a	a	DET
easat-5716	37	25	statistical	statistical	ADJ
easat-5716	37	26	model	model	NOUN
easat-5716	37	27	(	(	PUNCT
easat-5716	37	28	arima	arima	PROPN
easat-5716	37	29	)	)	PUNCT
easat-5716	37	30	and/or	and/or	CCONJ
easat-5716	37	31	a	a	DET
easat-5716	37	32	machine	machine	NOUN
easat-5716	37	33	learning	learning	NOUN
easat-5716	37	34	model	model	NOUN
easat-5716	37	35	(	(	PUNCT
easat-5716	37	36	artificial	artificial	ADJ
easat-5716	37	37	neural	neural	ADJ
easat-5716	37	38	networks	network	NOUN
easat-5716	37	39	)	)	PUNCT
easat-5716	37	40	.	.	PUNCT
easat-5716	38	1	the	the	DET
easat-5716	38	2	three	three	NUM
easat-5716	38	3	hybrid	hybrid	ADJ
easat-5716	38	4	models	model	NOUN
easat-5716	38	5	,	,	PUNCT
easat-5716	38	6	wka	wka	NOUN
easat-5716	38	7	,	,	PUNCT
easat-5716	38	8	wnnk	wnnk	NOUN
easat-5716	38	9	,	,	PUNCT
easat-5716	38	10	and	and	CCONJ
easat-5716	38	11	wnna	wnna	PROPN
easat-5716	38	12	,	,	PUNCT
easat-5716	38	13	were	be	AUX
easat-5716	38	14	applied	apply	VERB
easat-5716	38	15	to	to	ADP
easat-5716	38	16	the	the	DET
easat-5716	38	17	collected	collect	VERB
easat-5716	38	18	residential	residential	ADJ
easat-5716	38	19	electrical	electrical	ADJ
easat-5716	38	20	energy	energy	NOUN
easat-5716	38	21	data	datum	NOUN
easat-5716	38	22	and	and	CCONJ
easat-5716	38	23	evaluated	evaluate	VERB
easat-5716	38	24	to	to	PART
easat-5716	38	25	validate	validate	VERB
easat-5716	38	26	the	the	DET
easat-5716	38	27	model	model	NOUN
easat-5716	38	28	that	that	PRON
easat-5716	38	29	provides	provide	VERB
easat-5716	38	30	the	the	DET
easat-5716	38	31	optimal	optimal	ADJ
easat-5716	38	32	forecast	forecast	NOUN
easat-5716	38	33	for	for	ADP
easat-5716	38	34	each	each	DET
easat-5716	38	35	considered	consider	VERB
easat-5716	38	36	residence	residence	NOUN
easat-5716	38	37	.	.	PUNCT
easat-5716	39	1	the	the	DET
easat-5716	39	2	forecasting	forecasting	NOUN
easat-5716	39	3	performance	performance	NOUN
easat-5716	39	4	results	result	NOUN
easat-5716	39	5	were	be	AUX
easat-5716	39	6	evaluated	evaluate	VERB
easat-5716	39	7	using	use	VERB
easat-5716	39	8	criteria	criterion	NOUN
easat-5716	39	9	such	such	ADJ
easat-5716	39	10	as	as	ADP
easat-5716	39	11	the	the	DET
easat-5716	39	12	correlation	correlation	NOUN
easat-5716	39	13	coefficient	coefficient	NOUN
easat-5716	39	14	(	(	PUNCT
easat-5716	39	15	r2	r2	PROPN
easat-5716	39	16	)	)	PUNCT
easat-5716	39	17	,	,	PUNCT
easat-5716	39	18	root	root	NOUN
easat-5716	39	19	mean	mean	VERB
easat-5716	39	20	square	square	ADJ
easat-5716	39	21	error	error	NOUN
easat-5716	39	22	(	(	PUNCT
easat-5716	39	23	rmse	rmse	NOUN
easat-5716	39	24	)	)	PUNCT
easat-5716	39	25	,	,	PUNCT
easat-5716	39	26	and	and	CCONJ
easat-5716	39	27	mean	mean	VERB
easat-5716	39	28	absolute	absolute	ADJ
easat-5716	39	29	percentage	percentage	NOUN
easat-5716	39	30	error	error	NOUN
easat-5716	39	31	(	(	PUNCT
easat-5716	39	32	mape	mape	NOUN
easat-5716	39	33	)	)	PUNCT
easat-5716	39	34	for	for	ADP
easat-5716	39	35	the	the	DET
easat-5716	39	36	three	three	NUM
easat-5716	39	37	proposed	propose	VERB
easat-5716	39	38	hybrid	hybrid	NOUN
easat-5716	39	39	models	model	NOUN
easat-5716	39	40	.	.	PUNCT
easat-5716	40	1	the	the	DET
easat-5716	40	2	rest	rest	NOUN
easat-5716	40	3	of	of	ADP
easat-5716	40	4	this	this	DET
easat-5716	40	5	work	work	NOUN
easat-5716	40	6	is	be	AUX
easat-5716	40	7	structured	structure	VERB
easat-5716	40	8	into	into	ADP
easat-5716	40	9	several	several	ADJ
easat-5716	40	10	sections	section	NOUN
easat-5716	40	11	:	:	PUNCT
easat-5716	40	12	section	section	NOUN
easat-5716	40	13	2	2	NUM
easat-5716	40	14	covers	cover	VERB
easat-5716	40	15	the	the	DET
easat-5716	40	16	literature	literature	PROPN
easat-5716	40	17	review	review	PROPN
easat-5716	40	18	,	,	PUNCT
easat-5716	40	19	section	section	NOUN
easat-5716	40	20	3	3	NUM
easat-5716	40	21	discusses	discuss	VERB
easat-5716	40	22	the	the	DET
easat-5716	40	23	framework	framework	NOUN
easat-5716	40	24	of	of	ADP
easat-5716	40	25	the	the	DET
easat-5716	40	26	hybrid	hybrid	ADJ
easat-5716	40	27	approaches	approach	NOUN
easat-5716	40	28	wnnk	wnnk	NOUN
easat-5716	40	29	,	,	PUNCT
easat-5716	40	30	wnna	wnna	NOUN
easat-5716	40	31	,	,	PUNCT
easat-5716	40	32	and	and	CCONJ
easat-5716	40	33	wka	wka	NOUN
easat-5716	40	34	,	,	PUNCT
easat-5716	40	35	section	section	NOUN
easat-5716	40	36	4	4	NUM
easat-5716	40	37	shows	show	VERB
easat-5716	40	38	the	the	DET
easat-5716	40	39	performance	performance	NOUN
easat-5716	40	40	evaluation	evaluation	NOUN
easat-5716	40	41	criteria	criterion	NOUN
easat-5716	40	42	and	and	CCONJ
easat-5716	40	43	section	section	NOUN
easat-5716	40	44	5	5	NUM
easat-5716	40	45	presents	present	VERB
easat-5716	40	46	the	the	DET
easat-5716	40	47	results	result	NOUN
easat-5716	40	48	and	and	CCONJ
easat-5716	40	49	discussions	discussion	NOUN
easat-5716	40	50	.	.	PUNCT
easat-5716	41	1	2	2	X
easat-5716	41	2	.	.	X
easat-5716	41	3	literature	literature	NOUN
easat-5716	41	4	review	review	VERB
easat-5716	41	5	several	several	ADJ
easat-5716	41	6	methods	method	NOUN
easat-5716	41	7	in	in	ADP
easat-5716	41	8	the	the	DET
easat-5716	41	9	literature	literature	NOUN
easat-5716	41	10	allow	allow	VERB
easat-5716	41	11	for	for	ADP
easat-5716	41	12	the	the	DET
easat-5716	41	13	prediction	prediction	NOUN
easat-5716	41	14	of	of	ADP
easat-5716	41	15	residential	residential	ADJ
easat-5716	41	16	electrical	electrical	ADJ
easat-5716	41	17	energy	energy	NOUN
easat-5716	41	18	.	.	PUNCT
easat-5716	42	1	for	for	ADP
easat-5716	42	2	instance	instance	NOUN
easat-5716	42	3	,	,	PUNCT
easat-5716	42	4	in	in	ADP
easat-5716	42	5	ramos	ramos	PROPN
easat-5716	42	6	,	,	PUNCT
easat-5716	42	7	et	et	PROPN
easat-5716	42	8	al	al	PROPN
easat-5716	42	9	.	.	PUNCT
easat-5716	43	1	[	[	X
easat-5716	43	2	14	14	NUM
easat-5716	43	3	]	]	PUNCT
easat-5716	43	4	the	the	DET
easat-5716	43	5	authors	author	NOUN
easat-5716	43	6	compare	compare	VERB
easat-5716	43	7	the	the	DET
easat-5716	43	8	performance	performance	NOUN
easat-5716	43	9	of	of	ADP
easat-5716	43	10	different	different	ADJ
easat-5716	43	11	model	model	NOUN
easat-5716	43	12	architectures	architecture	NOUN
easat-5716	43	13	,	,	PUNCT
easat-5716	43	14	such	such	ADJ
easat-5716	43	15	as	as	ADP
easat-5716	43	16	recurrent	recurrent	ADJ
easat-5716	43	17	neural	neural	ADJ
easat-5716	43	18	networks	network	NOUN
easat-5716	43	19	(	(	PUNCT
easat-5716	43	20	rnn	rnn	PROPN
easat-5716	43	21	)	)	PUNCT
easat-5716	43	22	,	,	PUNCT
easat-5716	43	23	long	long	ADJ
easat-5716	43	24	short	short	ADJ
easat-5716	43	25	-	-	PUNCT
easat-5716	43	26	term	term	NOUN
easat-5716	43	27	memory	memory	NOUN
easat-5716	43	28	(	(	PUNCT
easat-5716	43	29	lstm	lstm	NOUN
easat-5716	43	30	)	)	PUNCT
easat-5716	43	31	,	,	PUNCT
easat-5716	43	32	gated	gate	VERB
easat-5716	43	33	recurrent	recurrent	ADJ
easat-5716	43	34	units	unit	NOUN
easat-5716	43	35	(	(	PUNCT
easat-5716	43	36	gru	gru	NOUN
easat-5716	43	37	)	)	PUNCT
easat-5716	43	38	,	,	PUNCT
easat-5716	43	39	and	and	CCONJ
easat-5716	43	40	time	time	NOUN
easat-5716	43	41	series	series	PROPN
easat-5716	43	42	transformers	transformer	NOUN
easat-5716	43	43	(	(	PUNCT
easat-5716	43	44	tst	tst	NOUN
easat-5716	43	45	)	)	PUNCT
easat-5716	43	46	.	.	PUNCT
easat-5716	44	1	the	the	DET
easat-5716	44	2	study	study	NOUN
easat-5716	44	3	also	also	ADV
easat-5716	44	4	proposes	propose	VERB
easat-5716	44	5	an	an	DET
easat-5716	44	6	ensemble	ensemble	ADJ
easat-5716	44	7	method	method	NOUN
easat-5716	44	8	optimized	optimize	VERB
easat-5716	44	9	by	by	ADP
easat-5716	44	10	simulated	simulate	VERB
easat-5716	44	11	annealing	anneal	VERB
easat-5716	44	12	to	to	PART
easat-5716	44	13	improve	improve	VERB
easat-5716	44	14	the	the	DET
easat-5716	44	15	accuracy	accuracy	NOUN
easat-5716	44	16	of	of	ADP
easat-5716	44	17	residential	residential	ADJ
easat-5716	44	18	energy	energy	NOUN
easat-5716	44	19	consumption	consumption	NOUN
easat-5716	44	20	forecasts	forecast	NOUN
easat-5716	44	21	.	.	PUNCT
easat-5716	45	1	la	la	PROPN
easat-5716	45	2	tona	tona	PROPN
easat-5716	45	3	,	,	PUNCT
easat-5716	45	4	et	et	PROPN
easat-5716	45	5	al	al	PROPN
easat-5716	45	6	.	.	PUNCT
easat-5716	46	1	[	[	X
easat-5716	46	2	15	15	NUM
easat-5716	46	3	]	]	PUNCT
easat-5716	46	4	employs	employ	VERB
easat-5716	46	5	an	an	DET
easat-5716	46	6	lstm	lstm	ADJ
easat-5716	46	7	encoder	encoder	NOUN
easat-5716	46	8	-	-	PUNCT
easat-5716	46	9	decoder	decoder	NOUN
easat-5716	46	10	architecture	architecture	NOUN
easat-5716	46	11	to	to	PART
easat-5716	46	12	integrate	integrate	VERB
easat-5716	46	13	historical	historical	ADJ
easat-5716	46	14	and	and	CCONJ
easat-5716	46	15	future	future	ADJ
easat-5716	46	16	exogenous	exogenous	ADJ
easat-5716	46	17	variables	variable	NOUN
easat-5716	46	18	.	.	PUNCT
easat-5716	47	1	the	the	DET
easat-5716	47	2	results	result	NOUN
easat-5716	47	3	were	be	AUX
easat-5716	47	4	compared	compare	VERB
easat-5716	47	5	to	to	ADP
easat-5716	47	6	three	three	NUM
easat-5716	47	7	other	other	ADJ
easat-5716	47	8	methods	method	NOUN
easat-5716	47	9	,	,	PUNCT
easat-5716	47	10	showing	show	VERB
easat-5716	47	11	a	a	DET
easat-5716	47	12	reduction	reduction	NOUN
easat-5716	47	13	in	in	ADP
easat-5716	47	14	mean	mean	ADJ
easat-5716	47	15	absolute	absolute	ADJ
easat-5716	47	16	error	error	NOUN
easat-5716	47	17	of	of	ADP
easat-5716	47	18	up	up	ADP
easat-5716	47	19	to	to	PART
easat-5716	47	20	8	8	NUM
easat-5716	47	21	%	%	NOUN
easat-5716	47	22	.	.	PUNCT
easat-5716	48	1	hybrid	hybrid	ADJ
easat-5716	48	2	methods	method	NOUN
easat-5716	48	3	provide	provide	VERB
easat-5716	48	4	additional	additional	ADJ
easat-5716	48	5	improvements	improvement	NOUN
easat-5716	48	6	in	in	ADP
easat-5716	48	7	prediction	prediction	NOUN
easat-5716	48	8	,	,	PUNCT
easat-5716	48	9	as	as	SCONJ
easat-5716	48	10	seen	see	VERB
easat-5716	48	11	in	in	ADP
easat-5716	48	12	fan	fan	NOUN
easat-5716	48	13	,	,	PUNCT
easat-5716	48	14	et	et	PROPN
easat-5716	48	15	al	al	PROPN
easat-5716	48	16	.	.	PUNCT
easat-5716	49	1	[	[	X
easat-5716	49	2	16	16	NUM
easat-5716	49	3	]	]	PUNCT
easat-5716	49	4	where	where	SCONJ
easat-5716	49	5	the	the	DET
easat-5716	49	6	authors	author	NOUN
easat-5716	49	7	propose	propose	VERB
easat-5716	49	8	a	a	DET
easat-5716	49	9	hybrid	hybrid	ADJ
easat-5716	49	10	method	method	NOUN
easat-5716	49	11	combining	combine	VERB
easat-5716	49	12	empirical	empirical	ADJ
easat-5716	49	13	wavelet	wavelet	NOUN
easat-5716	49	14	transform	transform	NOUN
easat-5716	49	15	,	,	PUNCT
easat-5716	49	16	long	long	ADJ
easat-5716	49	17	shortterm	shortterm	NOUN
easat-5716	49	18	memory	memory	NOUN
easat-5716	49	19	,	,	PUNCT
easat-5716	49	20	and	and	CCONJ
easat-5716	49	21	support	support	VERB
easat-5716	49	22	vector	vector	NOUN
easat-5716	49	23	machines	machine	NOUN
easat-5716	49	24	.	.	PUNCT
easat-5716	50	1	the	the	DET
easat-5716	50	2	results	result	NOUN
easat-5716	50	3	show	show	VERB
easat-5716	50	4	that	that	SCONJ
easat-5716	50	5	this	this	DET
easat-5716	50	6	hybrid	hybrid	ADJ
easat-5716	50	7	model	model	NOUN
easat-5716	50	8	outperforms	outperform	VERB
easat-5716	50	9	other	other	ADJ
easat-5716	50	10	models	model	NOUN
easat-5716	50	11	.	.	PUNCT
easat-5716	51	1	gao	gao	PROPN
easat-5716	51	2	,	,	PUNCT
easat-5716	51	3	et	et	PROPN
easat-5716	51	4	al	al	PROPN
easat-5716	51	5	.	.	PUNCT
easat-5716	52	1	[	[	X
easat-5716	52	2	17	17	NUM
easat-5716	52	3	]	]	PUNCT
easat-5716	52	4	proposes	propose	VERB
easat-5716	52	5	an	an	DET
easat-5716	52	6	innovative	innovative	ADJ
easat-5716	52	7	hybrid	hybrid	NOUN
easat-5716	52	8	model	model	NOUN
easat-5716	52	9	to	to	PART
easat-5716	52	10	predict	predict	VERB
easat-5716	52	11	residential	residential	ADJ
easat-5716	52	12	electricity	electricity	NOUN
easat-5716	52	13	consumption	consumption	NOUN
easat-5716	52	14	.	.	PUNCT
easat-5716	53	1	this	this	DET
easat-5716	53	2	model	model	NOUN
easat-5716	53	3	integrates	integrate	VERB
easat-5716	53	4	online	online	ADJ
easat-5716	53	5	search	search	NOUN
easat-5716	53	6	data	datum	NOUN
easat-5716	53	7	to	to	PART
easat-5716	53	8	improve	improve	VERB
easat-5716	53	9	forecast	forecast	NOUN
easat-5716	53	10	accuracy	accuracy	NOUN
easat-5716	53	11	.	.	PUNCT
easat-5716	54	1	the	the	DET
easat-5716	54	2	study	study	NOUN
easat-5716	54	3	results	result	NOUN
easat-5716	54	4	demonstrate	demonstrate	VERB
easat-5716	54	5	a	a	DET
easat-5716	54	6	significant	significant	ADJ
easat-5716	54	7	improvement	improvement	NOUN
easat-5716	54	8	in	in	ADP
easat-5716	54	9	forecast	forecast	NOUN
easat-5716	54	10	accuracy	accuracy	NOUN
easat-5716	54	11	compared	compare	VERB
easat-5716	54	12	to	to	ADP
easat-5716	54	13	traditional	traditional	ADJ
easat-5716	54	14	models	model	NOUN
easat-5716	54	15	.	.	PUNCT
easat-5716	55	1	research	research	NOUN
easat-5716	55	2	related	relate	VERB
easat-5716	55	3	to	to	ADP
easat-5716	55	4	prediction	prediction	NOUN
easat-5716	55	5	using	use	VERB
easat-5716	55	6	hybrid	hybrid	ADJ
easat-5716	55	7	methods	method	NOUN
easat-5716	55	8	formed	form	VERB
easat-5716	55	9	by	by	ADP
easat-5716	55	10	combining	combine	VERB
easat-5716	55	11	three	three	NUM
easat-5716	55	12	of	of	ADP
easat-5716	55	13	the	the	DET
easat-5716	55	14	following	follow	VERB
easat-5716	55	15	models	model	NOUN
easat-5716	55	16	:	:	PUNCT
easat-5716	55	17	wavelets	wavelet	NOUN
easat-5716	55	18	,	,	PUNCT
easat-5716	55	19	kalman	kalman	NOUN
easat-5716	55	20	filters	filter	NOUN
easat-5716	55	21	,	,	PUNCT
easat-5716	55	22	neural	neural	ADJ
easat-5716	55	23	networks	network	NOUN
easat-5716	55	24	,	,	PUNCT
easat-5716	55	25	and	and	CCONJ
easat-5716	55	26	the	the	DET
easat-5716	55	27	arima	arima	PROPN
easat-5716	55	28	model	model	NOUN
easat-5716	55	29	,	,	PUNCT
easat-5716	55	30	is	be	AUX
easat-5716	55	31	not	not	PART
easat-5716	55	32	related	relate	VERB
easat-5716	55	33	to	to	ADP
easat-5716	55	34	residential	residential	ADJ
easat-5716	55	35	prediction	prediction	NOUN
easat-5716	55	36	.	.	PUNCT
easat-5716	56	1	patel	patel	NOUN
easat-5716	56	2	and	and	CCONJ
easat-5716	56	3	deb	deb	PROPN
easat-5716	56	4	[	[	X
easat-5716	56	5	18	18	NUM
easat-5716	56	6	]	]	PUNCT
easat-5716	56	7	developed	develop	VERB
easat-5716	56	8	several	several	ADJ
easat-5716	56	9	hybrid	hybrid	ADJ
easat-5716	56	10	models	model	NOUN
easat-5716	56	11	for	for	ADP
easat-5716	56	12	wind	wind	NOUN
easat-5716	56	13	forecasting	forecasting	NOUN
easat-5716	56	14	based	base	VERB
easat-5716	56	15	on	on	ADP
easat-5716	56	16	the	the	DET
easat-5716	56	17	kalman	kalman	NOUN
easat-5716	56	18	filter	filter	PROPN
easat-5716	56	19	and	and	CCONJ
easat-5716	56	20	wavelet	wavelet	NOUN
easat-5716	56	21	transform	transform	NOUN
easat-5716	56	22	.	.	PUNCT
easat-5716	57	1	their	their	PRON
easat-5716	57	2	combination	combination	NOUN
easat-5716	57	3	with	with	ADP
easat-5716	57	4	the	the	DET
easat-5716	57	5	arima	arima	PROPN
easat-5716	57	6	model	model	NOUN
easat-5716	57	7	or	or	CCONJ
easat-5716	57	8	certain	certain	ADJ
easat-5716	57	9	machine	machine	NOUN
easat-5716	57	10	learning	learning	NOUN
easat-5716	57	11	models	model	NOUN
easat-5716	57	12	such	such	ADJ
easat-5716	57	13	as	as	ADP
easat-5716	57	14	support	support	NOUN
easat-5716	57	15	vector	vector	NOUN
easat-5716	57	16	regression	regression	NOUN
easat-5716	57	17	and	and	CCONJ
easat-5716	57	18	random	random	ADJ
easat-5716	57	19	forest	forest	NOUN
easat-5716	57	20	regression	regression	NOUN
easat-5716	57	21	revealed	reveal	VERB
easat-5716	57	22	that	that	SCONJ
easat-5716	57	23	the	the	DET
easat-5716	57	24	best	well	ADV
easat-5716	57	25	precise	precise	ADJ
easat-5716	57	26	prediction	prediction	NOUN
easat-5716	57	27	performance	performance	NOUN
easat-5716	57	28	was	be	AUX
easat-5716	57	29	found	find	VERB
easat-5716	57	30	with	with	ADP
easat-5716	57	31	the	the	DET
easat-5716	57	32	hybrid	hybrid	ADJ
easat-5716	57	33	kalman	kalman	NOUN
easat-5716	57	34	filter	filter	PROPN
easat-5716	57	35	-	-	PUNCT
easat-5716	57	36	wavelet	wavelet	NOUN
easat-5716	57	37	transform	transform	NOUN
easat-5716	57	38	-	-	PUNCT
easat-5716	57	39	machine	machine	NOUN
easat-5716	57	40	learning	learning	NOUN
easat-5716	57	41	model	model	NOUN
easat-5716	57	42	(	(	PUNCT
easat-5716	57	43	kf	kf	NOUN
easat-5716	57	44	-	-	PUNCT
easat-5716	57	45	wt	wt	NOUN
easat-5716	57	46	-	-	PUNCT
easat-5716	57	47	ml	ml	NOUN
easat-5716	57	48	)	)	PUNCT
easat-5716	57	49	on	on	ADP
easat-5716	57	50	different	different	ADJ
easat-5716	57	51	terrains	terrain	NOUN
easat-5716	57	52	.	.	PUNCT
easat-5716	58	1	in	in	ADP
easat-5716	58	2	khashei	khashei	PROPN
easat-5716	58	3	and	and	CCONJ
easat-5716	58	4	mahdavi	mahdavi	VERB
easat-5716	58	5	sharif	sharif	PROPN
easat-5716	58	6	[	[	X
easat-5716	58	7	19	19	NUM
easat-5716	58	8	]	]	PUNCT
easat-5716	58	9	proposed	propose	VERB
easat-5716	58	10	a	a	DET
easat-5716	58	11	hybrid	hybrid	ADJ
easat-5716	58	12	model	model	NOUN
easat-5716	58	13	combining	combine	VERB
easat-5716	58	14	a	a	DET
easat-5716	58	15	kalman	kalman	NOUN
easat-5716	58	16	filter	filter	NOUN
easat-5716	58	17	to	to	ADP
easat-5716	58	18	preprocess	preprocess	NOUN
easat-5716	58	19	data	datum	NOUN
easat-5716	58	20	and	and	CCONJ
easat-5716	58	21	reduce	reduce	VERB
easat-5716	58	22	noise	noise	NOUN
easat-5716	58	23	,	,	PUNCT
easat-5716	58	24	arima	arima	NOUN
easat-5716	58	25	,	,	PUNCT
easat-5716	58	26	and	and	CCONJ
easat-5716	58	27	artificial	artificial	ADJ
easat-5716	58	28	1894	1894	NUM
easat-5716	58	29	edelweiss	edelweiss	PROPN
easat-5716	58	30	applied	apply	VERB
easat-5716	58	31	science	science	NOUN
easat-5716	58	32	and	and	CCONJ
easat-5716	58	33	technology	technology	NOUN
easat-5716	58	34	issn	issn	PROPN
easat-5716	58	35	:	:	PUNCT
easat-5716	58	36	2576	2576	NUM
easat-5716	58	37	-	-	SYM
easat-5716	58	38	8484	8484	NUM
easat-5716	58	39	vol	vol	NOUN
easat-5716	58	40	.	.	PROPN
easat-5716	59	1	9	9	NUM
easat-5716	59	2	,	,	PUNCT
easat-5716	59	3	no	no	INTJ
easat-5716	59	4	.	.	NOUN
easat-5716	60	1	3	3	NUM
easat-5716	60	2	:	:	SYM
easat-5716	60	3	1892	1892	NUM
easat-5716	60	4	-	-	SYM
easat-5716	60	5	1907	1907	NUM
easat-5716	60	6	,	,	PUNCT
easat-5716	60	7	2025	2025	NUM
easat-5716	60	8	doi	doi	NOUN
easat-5716	60	9	:	:	PUNCT
easat-5716	60	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	60	11	©	©	PROPN
easat-5716	60	12	2025	2025	NUM
easat-5716	60	13	by	by	ADP
easat-5716	60	14	the	the	DET
easat-5716	60	15	authors	author	NOUN
easat-5716	60	16	;	;	PUNCT
easat-5716	61	1	licensee	licensee	PROPN
easat-5716	61	2	learning	learn	VERB
easat-5716	61	3	gate	gate	PROPN
easat-5716	61	4	neural	neural	ADJ
easat-5716	61	5	networks	network	NOUN
easat-5716	61	6	to	to	PART
easat-5716	61	7	improve	improve	VERB
easat-5716	61	8	the	the	DET
easat-5716	61	9	accuracy	accuracy	NOUN
easat-5716	61	10	of	of	ADP
easat-5716	61	11	exchange	exchange	NOUN
easat-5716	61	12	rate	rate	NOUN
easat-5716	61	13	forecasts	forecast	NOUN
easat-5716	61	14	.	.	PUNCT
easat-5716	62	1	in	in	ADP
easat-5716	62	2	zhang	zhang	PROPN
easat-5716	62	3	,	,	PUNCT
easat-5716	62	4	et	et	PROPN
easat-5716	62	5	al	al	PROPN
easat-5716	62	6	.	.	PUNCT
easat-5716	63	1	[	[	X
easat-5716	63	2	10]a	10]a	NUM
easat-5716	63	3	hybrid	hybrid	ADJ
easat-5716	63	4	model	model	NOUN
easat-5716	63	5	was	be	AUX
easat-5716	63	6	proposed	propose	VERB
easat-5716	63	7	to	to	PART
easat-5716	63	8	improve	improve	VERB
easat-5716	63	9	the	the	DET
easat-5716	63	10	accuracy	accuracy	NOUN
easat-5716	63	11	of	of	ADP
easat-5716	63	12	short	short	ADJ
easat-5716	63	13	-	-	PUNCT
easat-5716	63	14	term	term	NOUN
easat-5716	63	15	electrical	electrical	ADJ
easat-5716	63	16	load	load	NOUN
easat-5716	63	17	forecasts	forecast	NOUN
easat-5716	63	18	.	.	PUNCT
easat-5716	64	1	this	this	DET
easat-5716	64	2	model	model	NOUN
easat-5716	64	3	combines	combine	VERB
easat-5716	64	4	improved	improve	VERB
easat-5716	64	5	empirical	empirical	ADJ
easat-5716	64	6	mode	mode	NOUN
easat-5716	64	7	decomposition	decomposition	NOUN
easat-5716	64	8	,	,	PUNCT
easat-5716	64	9	autoregressive	autoregressive	ADJ
easat-5716	64	10	integrated	integrated	ADJ
easat-5716	64	11	moving	move	VERB
easat-5716	64	12	average	average	ADJ
easat-5716	64	13	,	,	PUNCT
easat-5716	64	14	and	and	CCONJ
easat-5716	64	15	wavelet	wavelet	NOUN
easat-5716	64	16	neural	neural	ADJ
easat-5716	64	17	networks	network	NOUN
easat-5716	64	18	,	,	PUNCT
easat-5716	64	19	which	which	PRON
easat-5716	64	20	are	be	AUX
easat-5716	64	21	subsequently	subsequently	ADV
easat-5716	64	22	optimized	optimize	VERB
easat-5716	64	23	by	by	ADP
easat-5716	64	24	the	the	DET
easat-5716	64	25	fruit	fruit	NOUN
easat-5716	64	26	fly	fly	NOUN
easat-5716	64	27	optimization	optimization	NOUN
easat-5716	64	28	algorithm	algorithm	NOUN
easat-5716	64	29	(	(	PUNCT
easat-5716	64	30	foa	foa	PROPN
easat-5716	64	31	)	)	PUNCT
easat-5716	64	32	.	.	PUNCT
easat-5716	65	1	the	the	DET
easat-5716	65	2	results	result	NOUN
easat-5716	65	3	show	show	VERB
easat-5716	65	4	that	that	SCONJ
easat-5716	65	5	this	this	DET
easat-5716	65	6	hybrid	hybrid	ADJ
easat-5716	65	7	model	model	NOUN
easat-5716	65	8	outperforms	outperform	VERB
easat-5716	65	9	other	other	ADJ
easat-5716	65	10	models	model	NOUN
easat-5716	65	11	in	in	ADP
easat-5716	65	12	terms	term	NOUN
easat-5716	65	13	of	of	ADP
easat-5716	65	14	forecast	forecast	NOUN
easat-5716	65	15	accuracy	accuracy	NOUN
easat-5716	65	16	.	.	PUNCT
easat-5716	66	1	although	although	SCONJ
easat-5716	66	2	there	there	PRON
easat-5716	66	3	are	be	VERB
easat-5716	66	4	several	several	ADJ
easat-5716	66	5	studies	study	NOUN
easat-5716	66	6	that	that	PRON
easat-5716	66	7	address	address	VERB
easat-5716	66	8	the	the	DET
easat-5716	66	9	forecasting	forecasting	NOUN
easat-5716	66	10	of	of	ADP
easat-5716	66	11	residential	residential	ADJ
easat-5716	66	12	electric	electric	ADJ
easat-5716	66	13	energy	energy	NOUN
easat-5716	66	14	,	,	PUNCT
easat-5716	66	15	there	there	PRON
easat-5716	66	16	are	be	VERB
easat-5716	66	17	no	no	DET
easat-5716	66	18	concrete	concrete	ADJ
easat-5716	66	19	studies	study	NOUN
easat-5716	66	20	of	of	ADP
easat-5716	66	21	this	this	DET
easat-5716	66	22	nature	nature	NOUN
easat-5716	66	23	applied	apply	VERB
easat-5716	66	24	to	to	ADP
easat-5716	66	25	west	west	ADJ
easat-5716	66	26	african	african	ADJ
easat-5716	66	27	countries	country	NOUN
easat-5716	66	28	and	and	CCONJ
easat-5716	66	29	more	more	ADV
easat-5716	66	30	specifically	specifically	ADV
easat-5716	66	31	to	to	ADP
easat-5716	66	32	the	the	DET
easat-5716	66	33	city	city	NOUN
easat-5716	66	34	of	of	ADP
easat-5716	66	35	lomé	lomé	NOUN
easat-5716	66	36	in	in	ADP
easat-5716	66	37	togo	togo	PROPN
easat-5716	66	38	.	.	PUNCT
easat-5716	67	1	additionally	additionally	ADV
easat-5716	67	2	,	,	PUNCT
easat-5716	67	3	hybrid	hybrid	ADJ
easat-5716	67	4	methods	method	NOUN
easat-5716	67	5	developed	develop	VERB
easat-5716	67	6	to	to	PART
easat-5716	67	7	categorize	categorize	VERB
easat-5716	67	8	types	type	NOUN
easat-5716	67	9	of	of	ADP
easat-5716	67	10	residences	residence	NOUN
easat-5716	67	11	in	in	ADP
easat-5716	67	12	a	a	DET
easat-5716	67	13	given	give	VERB
easat-5716	67	14	region	region	NOUN
easat-5716	67	15	have	have	AUX
easat-5716	67	16	not	not	PART
easat-5716	67	17	yet	yet	ADV
easat-5716	67	18	been	be	AUX
easat-5716	67	19	addressed	address	VERB
easat-5716	67	20	.	.	PUNCT
easat-5716	68	1	in	in	ADP
easat-5716	68	2	the	the	DET
easat-5716	68	3	field	field	NOUN
easat-5716	68	4	of	of	ADP
easat-5716	68	5	residential	residential	ADJ
easat-5716	68	6	prediction	prediction	NOUN
easat-5716	68	7	,	,	PUNCT
easat-5716	68	8	it	it	PRON
easat-5716	68	9	is	be	AUX
easat-5716	68	10	of	of	ADP
easat-5716	68	11	utmost	utmost	ADJ
easat-5716	68	12	importance	importance	NOUN
easat-5716	68	13	for	for	ADP
easat-5716	68	14	producers	producer	NOUN
easat-5716	68	15	or	or	CCONJ
easat-5716	68	16	prosumers	prosumer	NOUN
easat-5716	68	17	(	(	PUNCT
easat-5716	68	18	simultaneous	simultaneous	ADJ
easat-5716	68	19	producers	producer	NOUN
easat-5716	68	20	and	and	CCONJ
easat-5716	68	21	consumers	consumer	NOUN
easat-5716	68	22	)	)	PUNCT
easat-5716	68	23	of	of	ADP
easat-5716	68	24	electricity	electricity	NOUN
easat-5716	68	25	to	to	PART
easat-5716	68	26	know	know	VERB
easat-5716	68	27	the	the	DET
easat-5716	68	28	consumption	consumption	NOUN
easat-5716	68	29	of	of	ADP
easat-5716	68	30	each	each	DET
easat-5716	68	31	residence	residence	NOUN
easat-5716	68	32	at	at	ADP
easat-5716	68	33	all	all	DET
easat-5716	68	34	times	time	NOUN
easat-5716	68	35	to	to	PART
easat-5716	68	36	better	well	ADV
easat-5716	68	37	manage	manage	VERB
easat-5716	68	38	the	the	DET
easat-5716	68	39	recurring	recur	VERB
easat-5716	68	40	problem	problem	NOUN
easat-5716	68	41	of	of	ADP
easat-5716	68	42	the	the	DET
easat-5716	68	43	amount	amount	NOUN
easat-5716	68	44	of	of	ADP
easat-5716	68	45	energy	energy	NOUN
easat-5716	68	46	produced	produce	VERB
easat-5716	68	47	,	,	PUNCT
easat-5716	68	48	distribution	distribution	NOUN
easat-5716	68	49	,	,	PUNCT
easat-5716	68	50	and	and	CCONJ
easat-5716	68	51	consumption	consumption	NOUN
easat-5716	68	52	.	.	PUNCT
easat-5716	69	1	kalman	kalman	NOUN
easat-5716	69	2	filters	filter	NOUN
easat-5716	69	3	and	and	CCONJ
easat-5716	69	4	wavelet	wavelet	NOUN
easat-5716	69	5	transform	transform	NOUN
easat-5716	69	6	have	have	VERB
easat-5716	69	7	the	the	DET
easat-5716	69	8	ability	ability	NOUN
easat-5716	69	9	to	to	PART
easat-5716	69	10	process	process	VERB
easat-5716	69	11	non	non	ADJ
easat-5716	69	12	-	-	ADJ
easat-5716	69	13	stationary	stationary	ADJ
easat-5716	69	14	signals	signal	NOUN
easat-5716	69	15	and	and	CCONJ
easat-5716	69	16	extract	extract	VERB
easat-5716	69	17	relevant	relevant	ADJ
easat-5716	69	18	information	information	NOUN
easat-5716	69	19	from	from	ADP
easat-5716	69	20	noisy	noisy	ADJ
easat-5716	69	21	residential	residential	ADJ
easat-5716	69	22	electrical	electrical	ADJ
easat-5716	69	23	energy	energy	NOUN
easat-5716	69	24	data	datum	NOUN
easat-5716	69	25	.	.	PUNCT
easat-5716	70	1	this	this	DET
easat-5716	70	2	work	work	NOUN
easat-5716	70	3	addressed	address	VERB
easat-5716	70	4	the	the	DET
easat-5716	70	5	forecasting	forecasting	NOUN
easat-5716	70	6	of	of	ADP
easat-5716	70	7	electrical	electrical	ADJ
easat-5716	70	8	energy	energy	NOUN
easat-5716	70	9	for	for	ADP
easat-5716	70	10	28	28	NUM
easat-5716	70	11	residences	residence	NOUN
easat-5716	70	12	collected	collect	VERB
easat-5716	70	13	in	in	ADP
easat-5716	70	14	the	the	DET
easat-5716	70	15	city	city	NOUN
easat-5716	70	16	of	of	ADP
easat-5716	70	17	lomé	lomé	NOUN
easat-5716	70	18	using	use	VERB
easat-5716	70	19	three	three	NUM
easat-5716	70	20	hybrid	hybrid	ADJ
easat-5716	70	21	models	model	NOUN
easat-5716	70	22	:	:	PUNCT
easat-5716	70	23	wnna	wnna	PROPN
easat-5716	70	24	,	,	PUNCT
easat-5716	70	25	wnnk	wnnk	NOUN
easat-5716	70	26	,	,	PUNCT
easat-5716	70	27	and	and	CCONJ
easat-5716	70	28	wka	wka	NOUN
easat-5716	70	29	,	,	PUNCT
easat-5716	70	30	followed	follow	VERB
easat-5716	70	31	by	by	ADP
easat-5716	70	32	the	the	DET
easat-5716	70	33	categorization	categorization	NOUN
easat-5716	70	34	of	of	ADP
easat-5716	70	35	residences	residence	NOUN
easat-5716	70	36	based	base	VERB
easat-5716	70	37	on	on	ADP
easat-5716	70	38	a	a	DET
easat-5716	70	39	compromise	compromise	NOUN
easat-5716	70	40	between	between	ADP
easat-5716	70	41	the	the	DET
easat-5716	70	42	performance	performance	NOUN
easat-5716	70	43	of	of	ADP
easat-5716	70	44	each	each	DET
easat-5716	70	45	hybrid	hybrid	NOUN
easat-5716	70	46	model	model	NOUN
easat-5716	70	47	and	and	CCONJ
easat-5716	70	48	the	the	DET
easat-5716	70	49	characteristics	characteristic	NOUN
easat-5716	70	50	of	of	ADP
easat-5716	70	51	the	the	DET
easat-5716	70	52	residence	residence	NOUN
easat-5716	70	53	data	datum	NOUN
easat-5716	70	54	.	.	PUNCT
easat-5716	71	1	3	3	X
easat-5716	71	2	.	.	X
easat-5716	71	3	materials	material	NOUN
easat-5716	71	4	and	and	CCONJ
easat-5716	71	5	methods	method	NOUN
easat-5716	71	6	for	for	ADP
easat-5716	71	7	this	this	DET
easat-5716	71	8	study	study	NOUN
easat-5716	71	9	,	,	PUNCT
easat-5716	71	10	residential	residential	ADJ
easat-5716	71	11	electrical	electrical	ADJ
easat-5716	71	12	energy	energy	NOUN
easat-5716	71	13	data	datum	NOUN
easat-5716	71	14	was	be	AUX
easat-5716	71	15	collected	collect	VERB
easat-5716	71	16	every	every	DET
easat-5716	71	17	minute	minute	NOUN
easat-5716	71	18	for	for	ADP
easat-5716	71	19	28	28	NUM
easat-5716	71	20	houses	house	NOUN
easat-5716	71	21	from	from	ADP
easat-5716	71	22	a	a	DET
easat-5716	71	23	dataset	dataset	NOUN
easat-5716	71	24	gathered	gather	VERB
easat-5716	71	25	in	in	ADP
easat-5716	71	26	lomé	lomé	ADJ
easat-5716	71	27	,	,	PUNCT
easat-5716	71	28	southern	southern	ADJ
easat-5716	71	29	togo	togo	PROPN
easat-5716	71	30	,	,	PUNCT
easat-5716	71	31	west	west	PROPN
easat-5716	71	32	africa	africa	PROPN
easat-5716	71	33	,	,	PUNCT
easat-5716	71	34	covering	cover	VERB
easat-5716	71	35	the	the	DET
easat-5716	71	36	period	period	NOUN
easat-5716	71	37	from	from	ADP
easat-5716	71	38	15/07/2021	15/07/2021	NUM
easat-5716	71	39	10:15	10:15	NUM
easat-5716	71	40	to	to	ADP
easat-5716	71	41	28/12/2023	28/12/2023	NUM
easat-5716	71	42	23:59	23:59	NUM
easat-5716	71	43	for	for	ADP
easat-5716	71	44	all	all	DET
easat-5716	71	45	28	28	NUM
easat-5716	71	46	residences	residence	NOUN
easat-5716	71	47	considered	consider	VERB
easat-5716	71	48	.	.	PUNCT
easat-5716	72	1	the	the	DET
easat-5716	72	2	data	datum	NOUN
easat-5716	72	3	collected	collect	VERB
easat-5716	72	4	from	from	ADP
easat-5716	72	5	various	various	ADJ
easat-5716	72	6	locations	location	NOUN
easat-5716	72	7	in	in	ADP
easat-5716	72	8	lomé	lomé	NOUN
easat-5716	72	9	includes	include	VERB
easat-5716	72	10	parameters	parameter	NOUN
easat-5716	72	11	such	such	ADJ
easat-5716	72	12	as	as	ADP
easat-5716	72	13	active	active	ADJ
easat-5716	72	14	power	power	NOUN
easat-5716	72	15	,	,	PUNCT
easat-5716	72	16	reactive	reactive	ADJ
easat-5716	72	17	power	power	NOUN
easat-5716	72	18	,	,	PUNCT
easat-5716	72	19	apparent	apparent	ADJ
easat-5716	72	20	power	power	NOUN
easat-5716	72	21	,	,	PUNCT
easat-5716	72	22	voltage	voltage	NOUN
easat-5716	72	23	,	,	PUNCT
easat-5716	72	24	current	current	ADJ
easat-5716	72	25	,	,	PUNCT
easat-5716	72	26	harmonics	harmonic	NOUN
easat-5716	72	27	,	,	PUNCT
easat-5716	72	28	and	and	CCONJ
easat-5716	72	29	anomalies	anomaly	NOUN
easat-5716	72	30	such	such	ADJ
easat-5716	72	31	as	as	ADP
easat-5716	72	32	overvoltage	overvoltage	NOUN
easat-5716	72	33	,	,	PUNCT
easat-5716	72	34	voltage	voltage	NOUN
easat-5716	72	35	imbalance	imbalance	NOUN
easat-5716	72	36	,	,	PUNCT
easat-5716	72	37	voltage	voltage	NOUN
easat-5716	72	38	dips	dip	NOUN
easat-5716	72	39	,	,	PUNCT
easat-5716	72	40	and	and	CCONJ
easat-5716	72	41	load	load	NOUN
easat-5716	72	42	shedding	shed	VERB
easat-5716	72	43	.	.	PUNCT
easat-5716	73	1	all	all	DET
easat-5716	73	2	these	these	DET
easat-5716	73	3	parameters	parameter	NOUN
easat-5716	73	4	and	and	CCONJ
easat-5716	73	5	anomalies	anomaly	NOUN
easat-5716	73	6	in	in	ADP
easat-5716	73	7	the	the	DET
easat-5716	73	8	residential	residential	ADJ
easat-5716	73	9	electrical	electrical	ADJ
easat-5716	73	10	network	network	NOUN
easat-5716	73	11	contribute	contribute	VERB
easat-5716	73	12	to	to	ADP
easat-5716	73	13	providing	provide	VERB
easat-5716	73	14	a	a	DET
easat-5716	73	15	clear	clear	ADJ
easat-5716	73	16	picture	picture	NOUN
easat-5716	73	17	of	of	ADP
easat-5716	73	18	the	the	DET
easat-5716	73	19	electricity	electricity	NOUN
easat-5716	73	20	consumption	consumption	NOUN
easat-5716	73	21	profile	profile	NOUN
easat-5716	73	22	of	of	ADP
easat-5716	73	23	each	each	DET
easat-5716	73	24	residence	residence	NOUN
easat-5716	73	25	.	.	PUNCT
easat-5716	74	1	the	the	DET
easat-5716	74	2	collected	collect	VERB
easat-5716	74	3	data	data	NOUN
easat-5716	74	4	is	be	AUX
easat-5716	74	5	decomposed	decompose	VERB
easat-5716	74	6	into	into	ADP
easat-5716	74	7	one	one	NUM
easat-5716	74	8	-	-	PUNCT
easat-5716	74	9	minute	minute	NOUN
easat-5716	74	10	intervals	interval	NOUN
easat-5716	74	11	selected	select	VERB
easat-5716	74	12	using	use	VERB
easat-5716	74	13	the	the	DET
easat-5716	74	14	pel	pel	PROPN
easat-5716	74	15	106	106	NUM
easat-5716	74	16	data	datum	NOUN
easat-5716	74	17	collection	collection	NOUN
easat-5716	74	18	module	module	NOUN
easat-5716	74	19	during	during	ADP
easat-5716	74	20	the	the	DET
easat-5716	74	21	collection	collection	NOUN
easat-5716	74	22	process	process	NOUN
easat-5716	74	23	.	.	PUNCT
easat-5716	75	1	this	this	DET
easat-5716	75	2	collected	collect	VERB
easat-5716	75	3	data	datum	NOUN
easat-5716	75	4	provides	provide	VERB
easat-5716	75	5	information	information	NOUN
easat-5716	75	6	on	on	ADP
easat-5716	75	7	load	load	NOUN
easat-5716	75	8	shedding	shed	VERB
easat-5716	75	9	frequencies	frequency	NOUN
easat-5716	75	10	,	,	PUNCT
easat-5716	75	11	the	the	DET
easat-5716	75	12	nature	nature	NOUN
easat-5716	75	13	of	of	ADP
easat-5716	75	14	the	the	DET
easat-5716	75	15	energy	energy	NOUN
easat-5716	75	16	source	source	NOUN
easat-5716	75	17	used	use	VERB
easat-5716	75	18	in	in	ADP
easat-5716	75	19	the	the	DET
easat-5716	75	20	residence	residence	NOUN
easat-5716	75	21	,	,	PUNCT
easat-5716	75	22	the	the	DET
easat-5716	75	23	quality	quality	NOUN
easat-5716	75	24	of	of	ADP
easat-5716	75	25	the	the	DET
easat-5716	75	26	electrical	electrical	ADJ
easat-5716	75	27	installation	installation	NOUN
easat-5716	75	28	,	,	PUNCT
easat-5716	75	29	and	and	CCONJ
easat-5716	75	30	the	the	DET
easat-5716	75	31	amount	amount	NOUN
easat-5716	75	32	of	of	ADP
easat-5716	75	33	electrical	electrical	ADJ
easat-5716	75	34	energy	energy	NOUN
easat-5716	75	35	consumed	consume	VERB
easat-5716	75	36	for	for	ADP
easat-5716	75	37	each	each	DET
easat-5716	75	38	residence	residence	NOUN
easat-5716	75	39	.	.	PUNCT
easat-5716	76	1	data	datum	NOUN
easat-5716	76	2	collection	collection	NOUN
easat-5716	76	3	is	be	AUX
easat-5716	76	4	the	the	DET
easat-5716	76	5	only	only	ADJ
easat-5716	76	6	means	mean	NOUN
easat-5716	76	7	to	to	PART
easat-5716	76	8	obtain	obtain	VERB
easat-5716	76	9	the	the	DET
easat-5716	76	10	necessary	necessary	ADJ
easat-5716	76	11	data	datum	NOUN
easat-5716	76	12	for	for	ADP
easat-5716	76	13	studying	study	VERB
easat-5716	76	14	and	and	CCONJ
easat-5716	76	15	understanding	understand	VERB
easat-5716	76	16	the	the	DET
easat-5716	76	17	electricity	electricity	NOUN
easat-5716	76	18	consumption	consumption	NOUN
easat-5716	76	19	profile	profile	NOUN
easat-5716	76	20	of	of	ADP
easat-5716	76	21	each	each	DET
easat-5716	76	22	residence	residence	NOUN
easat-5716	76	23	.	.	PUNCT
easat-5716	77	1	this	this	DET
easat-5716	77	2	work	work	NOUN
easat-5716	77	3	can	can	AUX
easat-5716	77	4	make	make	VERB
easat-5716	77	5	electrical	electrical	ADJ
easat-5716	77	6	networks	network	NOUN
easat-5716	77	7	more	more	ADV
easat-5716	77	8	dynamic	dynamic	ADJ
easat-5716	77	9	and	and	CCONJ
easat-5716	77	10	flexible	flexible	ADJ
easat-5716	77	11	for	for	ADP
easat-5716	77	12	the	the	DET
easat-5716	77	13	development	development	NOUN
easat-5716	77	14	of	of	ADP
easat-5716	77	15	a	a	DET
easat-5716	77	16	smarter	smart	ADJ
easat-5716	77	17	system	system	NOUN
easat-5716	77	18	for	for	ADP
easat-5716	77	19	integrating	integrate	VERB
easat-5716	77	20	decentralized	decentralize	VERB
easat-5716	77	21	production	production	NOUN
easat-5716	77	22	sources	source	NOUN
easat-5716	77	23	by	by	ADP
easat-5716	77	24	developing	develop	VERB
easat-5716	77	25	robust	robust	ADJ
easat-5716	77	26	methods	method	NOUN
easat-5716	77	27	for	for	ADP
easat-5716	77	28	forecasting	forecast	VERB
easat-5716	77	29	residential	residential	ADJ
easat-5716	77	30	electrical	electrical	ADJ
easat-5716	77	31	energy	energy	NOUN
easat-5716	77	32	in	in	ADP
easat-5716	77	33	lomé	lomé	NOUN
easat-5716	77	34	.	.	PUNCT
easat-5716	78	1	3.1	3.1	NUM
easat-5716	78	2	.	.	PUNCT
easat-5716	78	3	wavelet	wavelet	NOUN
easat-5716	78	4	method	method	PROPN
easat-5716	78	5	wavelets	wavelet	NOUN
easat-5716	78	6	can	can	AUX
easat-5716	78	7	adapt	adapt	VERB
easat-5716	78	8	to	to	ADP
easat-5716	78	9	the	the	DET
easat-5716	78	10	signal	signal	NOUN
easat-5716	78	11	being	be	AUX
easat-5716	78	12	processed	process	VERB
easat-5716	78	13	with	with	ADP
easat-5716	78	14	the	the	DET
easat-5716	78	15	ability	ability	NOUN
easat-5716	78	16	to	to	PART
easat-5716	78	17	stretch	stretch	VERB
easat-5716	78	18	or	or	CCONJ
easat-5716	78	19	compress	compress	VERB
easat-5716	78	20	.	.	PUNCT
easat-5716	79	1	these	these	DET
easat-5716	79	2	properties	property	NOUN
easat-5716	79	3	of	of	ADP
easat-5716	79	4	compact	compact	ADJ
easat-5716	79	5	function	function	NOUN
easat-5716	79	6	and	and	CCONJ
easat-5716	79	7	null	null	ADJ
easat-5716	79	8	support	support	NOUN
easat-5716	79	9	function	function	NOUN
easat-5716	79	10	give	give	VERB
easat-5716	79	11	them	they	PRON
easat-5716	79	12	the	the	DET
easat-5716	79	13	capability	capability	NOUN
easat-5716	79	14	to	to	PART
easat-5716	79	15	analyze	analyze	VERB
easat-5716	79	16	and	and	CCONJ
easat-5716	79	17	process	process	VERB
easat-5716	79	18	unstable	unstable	ADJ
easat-5716	79	19	and	and	CCONJ
easat-5716	79	20	noisy	noisy	ADJ
easat-5716	79	21	signals	signal	NOUN
easat-5716	79	22	.	.	PUNCT
easat-5716	80	1	the	the	DET
easat-5716	80	2	wavelet	wavelet	NOUN
easat-5716	80	3	transforms	transform	VERB
easat-5716	80	4	functions	function	NOUN
easat-5716	80	5	as	as	ADP
easat-5716	80	6	a	a	DET
easat-5716	80	7	signal	signal	ADJ
easat-5716	80	8	adapter	adapter	NOUN
easat-5716	80	9	,	,	PUNCT
easat-5716	80	10	acting	act	VERB
easat-5716	80	11	on	on	ADP
easat-5716	80	12	the	the	DET
easat-5716	80	13	signal	signal	NOUN
easat-5716	80	14	to	to	PART
easat-5716	80	15	be	be	AUX
easat-5716	80	16	analyzed	analyze	VERB
easat-5716	80	17	by	by	ADP
easat-5716	80	18	varying	vary	VERB
easat-5716	80	19	the	the	DET
easat-5716	80	20	scale	scale	NOUN
easat-5716	80	21	of	of	ADP
easat-5716	80	22	signal	signal	ADJ
easat-5716	80	23	analysis	analysis	NOUN
easat-5716	80	24	to	to	PART
easat-5716	80	25	extract	extract	VERB
easat-5716	80	26	details	detail	NOUN
easat-5716	80	27	present	present	ADJ
easat-5716	80	28	at	at	ADP
easat-5716	80	29	different	different	ADJ
easat-5716	80	30	resolutions	resolution	NOUN
easat-5716	80	31	[	[	X
easat-5716	80	32	6	6	NUM
easat-5716	80	33	]	]	PUNCT
easat-5716	80	34	.	.	PUNCT
easat-5716	81	1	for	for	ADP
easat-5716	81	2	a	a	DET
easat-5716	81	3	signal	signal	NOUN
easat-5716	81	4	to	to	PART
easat-5716	81	5	be	be	AUX
easat-5716	81	6	considered	consider	VERB
easat-5716	81	7	a	a	DET
easat-5716	81	8	wavelet	wavelet	NOUN
easat-5716	81	9	,	,	PUNCT
easat-5716	81	10	it	it	PRON
easat-5716	81	11	must	must	AUX
easat-5716	81	12	satisfy	satisfy	VERB
easat-5716	81	13	certain	certain	ADJ
easat-5716	81	14	specific	specific	ADJ
easat-5716	81	15	mathematical	mathematical	ADJ
easat-5716	81	16	conditions	condition	NOUN
easat-5716	81	17	:	:	PUNCT
easat-5716	81	18	the	the	DET
easat-5716	81	19	first	first	ADJ
easat-5716	81	20	condition	condition	NOUN
easat-5716	81	21	is	be	AUX
easat-5716	81	22	that	that	PRON
easat-5716	81	23	of	of	ADP
easat-5716	81	24	admissibility	admissibility	NOUN
easat-5716	81	25	,	,	PUNCT
easat-5716	81	26	defined	define	VERB
easat-5716	81	27	by	by	ADP
easat-5716	81	28	equations	equation	NOUN
easat-5716	81	29	1	1	NUM
easat-5716	81	30	and	and	CCONJ
easat-5716	81	31	2	2	NUM
easat-5716	81	32	.	.	X
easat-5716	82	1	𝐶𝜓	𝐶𝜓	ADV
easat-5716	82	2	=	=	PUNCT
easat-5716	82	3	∫	∫	PROPN
easat-5716	82	4	|𝜓′(𝜔)|	|𝜓′(𝜔)|	PROPN
easat-5716	82	5	2	2	NUM
easat-5716	82	6	|𝜔|	|𝜔|	PROPN
easat-5716	82	7	+	+	NOUN
easat-5716	82	8	∞	∞	NOUN
easat-5716	82	9	0	0	NUM
easat-5716	82	10	𝑑𝜔	𝑑𝜔	ADP
easat-5716	82	11	<	<	X
easat-5716	83	1	+	+	NOUN
easat-5716	83	2	∞	∞	PROPN
easat-5716	83	3	(	(	PUNCT
easat-5716	83	4	1	1	NUM
easat-5716	83	5	)	)	PUNCT
easat-5716	83	6	𝜓′(𝜔	𝜓′(𝜔	NOUN
easat-5716	83	7	)	)	PUNCT
easat-5716	83	8	=	=	SYM
easat-5716	83	9	∫	∫	PROPN
easat-5716	83	10	𝜓(𝑡)𝑒−𝑖(2𝜋𝑓)𝑡𝑑𝑡	𝜓(𝑡)𝑒−𝑖(2𝜋𝑓)𝑡𝑑𝑡	PROPN
easat-5716	83	11	+	+	PROPN
easat-5716	83	12	∞	∞	PROPN
easat-5716	83	13	−∞	−∞	X
easat-5716	83	14	(	(	PUNCT
easat-5716	83	15	2	2	X
easat-5716	83	16	)	)	PUNCT
easat-5716	83	17	this	this	PRON
easat-5716	83	18	means	mean	VERB
easat-5716	83	19	that	that	SCONJ
easat-5716	83	20	the	the	DET
easat-5716	83	21	total	total	ADJ
easat-5716	83	22	energy	energy	NOUN
easat-5716	83	23	of	of	ADP
easat-5716	83	24	the	the	DET
easat-5716	83	25	wavelet	wavelet	NOUN
easat-5716	83	26	must	must	AUX
easat-5716	83	27	be	be	AUX
easat-5716	83	28	finite	finite	ADJ
easat-5716	83	29	.	.	PUNCT
easat-5716	84	1	this	this	DET
easat-5716	84	2	condition	condition	NOUN
easat-5716	84	3	ensures	ensure	VERB
easat-5716	84	4	that	that	SCONJ
easat-5716	84	5	the	the	DET
easat-5716	84	6	wavelet	wavelet	NOUN
easat-5716	84	7	transform	transform	NOUN
easat-5716	84	8	is	be	AUX
easat-5716	84	9	invertible	invertible	ADJ
easat-5716	84	10	.	.	PUNCT
easat-5716	85	1	here	here	ADV
easat-5716	85	2	the	the	DET
easat-5716	85	3	fourier	fourier	NOUN
easat-5716	85	4	transform	transform	NOUN
easat-5716	85	5	of	of	ADP
easat-5716	85	6	𝜓(𝑡	𝜓(𝑡	PROPN
easat-5716	85	7	)	)	PUNCT
easat-5716	85	8	gives	give	VERB
easat-5716	85	9	𝜓′(𝜔)and𝑐𝜓is	𝜓′(𝜔)and𝑐𝜓is	PROPN
easat-5716	85	10	the	the	DET
easat-5716	85	11	1895	1895	NUM
easat-5716	85	12	edelweiss	edelweiss	PROPN
easat-5716	85	13	applied	apply	VERB
easat-5716	85	14	science	science	NOUN
easat-5716	85	15	and	and	CCONJ
easat-5716	85	16	technology	technology	NOUN
easat-5716	85	17	issn	issn	PROPN
easat-5716	85	18	:	:	PUNCT
easat-5716	85	19	2576	2576	NUM
easat-5716	85	20	-	-	SYM
easat-5716	85	21	8484	8484	NUM
easat-5716	85	22	vol	vol	NOUN
easat-5716	85	23	.	.	PROPN
easat-5716	86	1	9	9	NUM
easat-5716	86	2	,	,	PUNCT
easat-5716	86	3	no	no	INTJ
easat-5716	86	4	.	.	NOUN
easat-5716	87	1	3	3	NUM
easat-5716	87	2	:	:	SYM
easat-5716	87	3	1892	1892	NUM
easat-5716	87	4	-	-	SYM
easat-5716	87	5	1907	1907	NUM
easat-5716	87	6	,	,	PUNCT
easat-5716	87	7	2025	2025	NUM
easat-5716	87	8	doi	doi	NOUN
easat-5716	87	9	:	:	PUNCT
easat-5716	87	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	87	11	©	©	PROPN
easat-5716	87	12	2025	2025	NUM
easat-5716	87	13	by	by	ADP
easat-5716	87	14	the	the	DET
easat-5716	87	15	authors	author	NOUN
easat-5716	87	16	;	;	PUNCT
easat-5716	87	17	licensee	licensee	PROPN
easat-5716	87	18	learning	learning	PROPN
easat-5716	87	19	gate	gate	PROPN
easat-5716	87	20	admissibility	admissibility	PROPN
easat-5716	87	21	constant	constant	ADJ
easat-5716	87	22	.	.	PUNCT
easat-5716	88	1	the	the	DET
easat-5716	88	2	second	second	ADJ
easat-5716	88	3	condition	condition	NOUN
easat-5716	88	4	is	be	AUX
easat-5716	88	5	the	the	DET
easat-5716	88	6	zero	zero	NUM
easat-5716	88	7	-	-	PUNCT
easat-5716	88	8	moment	moment	NOUN
easat-5716	88	9	condition	condition	NOUN
easat-5716	88	10	,	,	PUNCT
easat-5716	88	11	which	which	PRON
easat-5716	88	12	is	be	AUX
easat-5716	88	13	defined	define	VERB
easat-5716	88	14	by	by	ADP
easat-5716	88	15	relation	relation	NOUN
easat-5716	88	16	3	3	NUM
easat-5716	88	17	.	.	PUNCT
easat-5716	89	1	∫	∫	PROPN
easat-5716	89	2	𝜓(𝑡)𝑑𝑡	𝜓(𝑡)𝑑𝑡	NUM
easat-5716	90	1	+	+	NUM
easat-5716	90	2	∞	∞	PROPN
easat-5716	90	3	−∞	−∞	X
easat-5716	90	4	=	=	SYM
easat-5716	90	5	𝜓(𝑓	𝜓(𝑓	X
easat-5716	90	6	=	=	NOUN
easat-5716	90	7	0	0	X
easat-5716	90	8	)	)	PUNCT
easat-5716	90	9	=	=	SYM
easat-5716	90	10	0	0	PUNCT
easat-5716	90	11	(	(	PUNCT
easat-5716	90	12	3	3	X
easat-5716	90	13	)	)	PUNCT
easat-5716	90	14	this	this	PRON
easat-5716	90	15	means	mean	VERB
easat-5716	90	16	that	that	SCONJ
easat-5716	90	17	the	the	DET
easat-5716	90	18	wavelet	wavelet	NOUN
easat-5716	90	19	must	must	AUX
easat-5716	90	20	have	have	VERB
easat-5716	90	21	a	a	DET
easat-5716	90	22	zero	zero	NUM
easat-5716	90	23	mean	mean	NOUN
easat-5716	90	24	.	.	PUNCT
easat-5716	91	1	in	in	ADP
easat-5716	91	2	other	other	ADJ
easat-5716	91	3	words	word	NOUN
easat-5716	91	4	,	,	PUNCT
easat-5716	91	5	the	the	DET
easat-5716	91	6	continuous	continuous	ADJ
easat-5716	91	7	component	component	NOUN
easat-5716	91	8	of	of	ADP
easat-5716	91	9	the	the	DET
easat-5716	91	10	wavelet	wavelet	NOUN
easat-5716	91	11	must	must	AUX
easat-5716	91	12	be	be	AUX
easat-5716	91	13	removed	remove	VERB
easat-5716	91	14	,	,	PUNCT
easat-5716	91	15	allowing	allow	VERB
easat-5716	91	16	the	the	DET
easat-5716	91	17	wavelet	wavelet	NOUN
easat-5716	91	18	to	to	PART
easat-5716	91	19	capture	capture	VERB
easat-5716	91	20	local	local	ADJ
easat-5716	91	21	variations	variation	NOUN
easat-5716	91	22	in	in	ADP
easat-5716	91	23	the	the	DET
easat-5716	91	24	signal	signal	NOUN
easat-5716	91	25	.	.	PUNCT
easat-5716	92	1	the	the	DET
easat-5716	92	2	third	third	ADJ
easat-5716	92	3	condition	condition	NOUN
easat-5716	92	4	is	be	AUX
easat-5716	92	5	localization	localization	NOUN
easat-5716	92	6	,	,	PUNCT
easat-5716	92	7	which	which	PRON
easat-5716	92	8	states	state	VERB
easat-5716	92	9	that	that	SCONJ
easat-5716	92	10	the	the	DET
easat-5716	92	11	wavelet	wavelet	NOUN
easat-5716	92	12	must	must	AUX
easat-5716	92	13	be	be	AUX
easat-5716	92	14	well	well	ADV
easat-5716	92	15	localized	localize	VERB
easat-5716	92	16	in	in	ADP
easat-5716	92	17	both	both	CCONJ
easat-5716	92	18	the	the	DET
easat-5716	92	19	time	time	NOUN
easat-5716	92	20	domain	domain	NOUN
easat-5716	92	21	and	and	CCONJ
easat-5716	92	22	the	the	DET
easat-5716	92	23	frequency	frequency	NOUN
easat-5716	92	24	domain	domain	NOUN
easat-5716	92	25	as	as	SCONJ
easat-5716	92	26	explained	explain	VERB
easat-5716	92	27	in	in	ADP
easat-5716	92	28	relation	relation	NOUN
easat-5716	92	29	4	4	NUM
easat-5716	92	30	.	.	NOUN
easat-5716	92	31	𝜓𝑥,𝑦(𝑡	𝜓𝑥,𝑦(𝑡	NUM
easat-5716	92	32	)	)	PUNCT
easat-5716	92	33	=	=	SYM
easat-5716	92	34	1	1	NUM
easat-5716	92	35	√|𝑥|	√|𝑥|	ADV
easat-5716	92	36	𝜓	𝜓	X
easat-5716	92	37	(	(	PUNCT
easat-5716	92	38	𝑡−𝑦	𝑡−𝑦	NOUN
easat-5716	92	39	𝑥	𝑥	NOUN
easat-5716	92	40	)	)	PUNCT
easat-5716	92	41	(	(	PUNCT
easat-5716	92	42	4	4	X
easat-5716	92	43	)	)	PUNCT
easat-5716	92	44	with	with	ADP
easat-5716	92	45	𝑥	𝑥	NOUN
easat-5716	92	46	representing	represent	VERB
easat-5716	92	47	the	the	DET
easat-5716	92	48	scale	scale	NOUN
easat-5716	92	49	parameter	parameter	NOUN
easat-5716	92	50	,	,	PUNCT
easat-5716	92	51	which	which	PRON
easat-5716	92	52	is	be	AUX
easat-5716	92	53	used	use	VERB
easat-5716	92	54	to	to	PART
easat-5716	92	55	compress	compress	VERB
easat-5716	92	56	or	or	CCONJ
easat-5716	92	57	stretch	stretch	VERB
easat-5716	92	58	the	the	DET
easat-5716	92	59	signal	signal	NOUN
easat-5716	92	60	,	,	PUNCT
easat-5716	92	61	and	and	CCONJ
easat-5716	92	62	𝑦	𝑦	NOUN
easat-5716	92	63	representing	represent	VERB
easat-5716	92	64	the	the	DET
easat-5716	92	65	parameter	parameter	NOUN
easat-5716	92	66	that	that	PRON
easat-5716	92	67	translates	translate	VERB
easat-5716	92	68	the	the	DET
easat-5716	92	69	temporal	temporal	ADJ
easat-5716	92	70	position	position	NOUN
easat-5716	92	71	of	of	ADP
easat-5716	92	72	the	the	DET
easat-5716	92	73	wavelet	wavelet	NOUN
easat-5716	92	74	along	along	ADP
easat-5716	92	75	the	the	DET
easat-5716	92	76	signal	signal	NOUN
easat-5716	92	77	.	.	PUNCT
easat-5716	93	1	for	for	ADP
easat-5716	93	2	a	a	DET
easat-5716	93	3	discrete	discrete	ADJ
easat-5716	93	4	wavelet	wavelet	NOUN
easat-5716	93	5	decomposition	decomposition	NOUN
easat-5716	93	6	of	of	ADP
easat-5716	93	7	time	time	NOUN
easat-5716	93	8	series	series	NOUN
easat-5716	93	9	,	,	PUNCT
easat-5716	93	10	relations	relation	NOUN
easat-5716	93	11	5	5	NUM
easat-5716	93	12	and	and	CCONJ
easat-5716	93	13	6	6	NUM
easat-5716	93	14	are	be	AUX
easat-5716	93	15	respectively	respectively	ADV
easat-5716	93	16	the	the	DET
easat-5716	93	17	scaling	scale	VERB
easat-5716	93	18	function	function	NOUN
easat-5716	93	19	and	and	CCONJ
easat-5716	93	20	the	the	DET
easat-5716	93	21	mother	mother	NOUN
easat-5716	93	22	wavelet	wavelet	NOUN
easat-5716	93	23	function	function	NOUN
easat-5716	93	24	[	[	X
easat-5716	93	25	20	20	NUM
easat-5716	93	26	]	]	PUNCT
easat-5716	93	27	.	.	PUNCT
easat-5716	94	1	𝜓𝑗,𝑘(𝑎	𝜓𝑗,𝑘(𝑎	PROPN
easat-5716	94	2	)	)	PUNCT
easat-5716	95	1	=	=	SYM
easat-5716	95	2	√2𝑗𝜓(2𝑗	√2𝑗𝜓(2𝑗	NOUN
easat-5716	95	3	−	−	NUM
easat-5716	95	4	𝑎	𝑎	NOUN
easat-5716	95	5	)	)	PUNCT
easat-5716	95	6	(	(	PUNCT
easat-5716	95	7	5	5	NUM
easat-5716	95	8	)	)	PUNCT
easat-5716	95	9	𝜑𝑗,𝑘(𝑎	𝜑𝑗,𝑘(𝑎	ADJ
easat-5716	95	10	)	)	PUNCT
easat-5716	95	11	=	=	SYM
easat-5716	95	12	√2𝑗𝜑(2𝑗	√2𝑗𝜑(2𝑗	NOUN
easat-5716	95	13	−	−	NUM
easat-5716	95	14	𝑎	𝑎	NOUN
easat-5716	95	15	)	)	PUNCT
easat-5716	95	16	(	(	PUNCT
easat-5716	95	17	6	6	NUM
easat-5716	95	18	)	)	PUNCT
easat-5716	95	19	𝐴𝐶𝐽,𝑘and	𝐴𝐶𝐽,𝑘and	NOUN
easat-5716	95	20	𝐷𝐶𝑗,𝑘are	𝐷𝐶𝑗,𝑘are	VERB
easat-5716	95	21	respectively	respectively	ADV
easat-5716	95	22	the	the	DET
easat-5716	95	23	approximation	approximation	NOUN
easat-5716	95	24	and	and	CCONJ
easat-5716	95	25	detail	detail	NOUN
easat-5716	95	26	coefficients	coefficient	NOUN
easat-5716	95	27	obtained	obtain	VERB
easat-5716	95	28	after	after	ADP
easat-5716	95	29	convolution	convolution	NOUN
easat-5716	95	30	of	of	ADP
easat-5716	95	31	the	the	DET
easat-5716	95	32	mother	mother	NOUN
easat-5716	95	33	wavelet	wavelet	PROPN
easat-5716	95	34	function	function	PROPN
easat-5716	95	35	𝜑𝐽,𝑘and	𝜑𝐽,𝑘and	NOUN
easat-5716	95	36	scaling	scale	VERB
easat-5716	95	37	function	function	NOUN
easat-5716	95	38	𝜓𝑗,𝑘with	𝜓𝑗,𝑘with	ADP
easat-5716	95	39	the	the	DET
easat-5716	95	40	original	original	ADJ
easat-5716	95	41	signal	signal	NOUN
easat-5716	95	42	f(t	f(t	NOUN
easat-5716	95	43	)	)	PUNCT
easat-5716	95	44	as	as	SCONJ
easat-5716	95	45	described	describe	VERB
easat-5716	95	46	in	in	ADP
easat-5716	95	47	expressions	expression	NOUN
easat-5716	95	48	7	7	NUM
easat-5716	95	49	and	and	CCONJ
easat-5716	95	50	8	8	NUM
easat-5716	95	51	.	.	PUNCT
easat-5716	96	1	𝐴𝐶𝐽,𝑘	𝐴𝐶𝐽,𝑘	PROPN
easat-5716	96	2	=	=	SYM
easat-5716	96	3	∫	∫	PROPN
easat-5716	96	4	𝑓(𝑡)𝜑𝐽,𝑘𝑑𝑡	𝑓(𝑡)𝜑𝐽,𝑘𝑑𝑡	PROPN
easat-5716	97	1	+	+	ADJ
easat-5716	97	2	∞	∞	PROPN
easat-5716	97	3	−∞	−∞	X
easat-5716	97	4	(	(	PUNCT
easat-5716	97	5	7	7	X
easat-5716	97	6	)	)	PUNCT
easat-5716	97	7	𝐷𝐶𝑗,𝑘	𝐷𝐶𝑗,𝑘	NOUN
easat-5716	97	8	=	=	SYM
easat-5716	97	9	∫	∫	PROPN
easat-5716	98	1	𝑓(𝑡)𝜓𝑗,𝑘𝑑𝑡	𝑓(𝑡)𝜓𝑗,𝑘𝑑𝑡	NUM
easat-5716	98	2	+	+	NOUN
easat-5716	98	3	∞	∞	PROPN
easat-5716	98	4	−∞	−∞	X
easat-5716	98	5	(	(	PUNCT
easat-5716	98	6	8)	8)	NUM
easat-5716	98	7	the	the	DET
easat-5716	98	8	residential	residential	ADJ
easat-5716	98	9	electrical	electrical	ADJ
easat-5716	98	10	energy	energy	NOUN
easat-5716	98	11	data	datum	NOUN
easat-5716	98	12	considered	consider	VERB
easat-5716	98	13	is	be	AUX
easat-5716	98	14	discretized	discretize	VERB
easat-5716	98	15	and	and	CCONJ
easat-5716	98	16	controlled	control	VERB
easat-5716	98	17	over	over	ADP
easat-5716	98	18	time	time	NOUN
easat-5716	98	19	.	.	PUNCT
easat-5716	99	1	if	if	SCONJ
easat-5716	99	2	we	we	PRON
easat-5716	99	3	consider𝑦(𝑡	consider𝑦(𝑡	VERB
easat-5716	99	4	)	)	PUNCT
easat-5716	99	5	as	as	ADP
easat-5716	99	6	the	the	DET
easat-5716	99	7	time	time	NOUN
easat-5716	99	8	-	-	PUNCT
easat-5716	99	9	discretized	discretize	VERB
easat-5716	99	10	series	series	NOUN
easat-5716	99	11	whose	whose	DET
easat-5716	99	12	length	length	NOUN
easat-5716	99	13	is	be	AUX
easat-5716	99	14	given	give	VERB
easat-5716	99	15	by	by	ADP
easat-5716	99	16	the	the	DET
easat-5716	99	17	relation	relation	NOUN
easat-5716	99	18	𝑘	𝑘	X
easat-5716	99	19	=	=	NOUN
easat-5716	99	20	2𝑗	2𝑗	NOUN
easat-5716	99	21	,	,	PUNCT
easat-5716	99	22	equation	equation	NOUN
easat-5716	99	23	9	9	NUM
easat-5716	99	24	can	can	AUX
easat-5716	99	25	be	be	AUX
easat-5716	99	26	written	write	VERB
easat-5716	99	27	.	.	PUNCT
easat-5716	100	1	𝑦(𝑡	𝑦(𝑡	NUM
easat-5716	100	2	)	)	PUNCT
easat-5716	100	3	=	=	PUNCT
easat-5716	101	1	∑	∑	PUNCT
easat-5716	101	2	𝐴𝐶𝐽,𝑘𝜑𝑗,𝑘(𝑡	𝐴𝐶𝐽,𝑘𝜑𝑗,𝑘(𝑡	VERB
easat-5716	101	3	)	)	PUNCT
easat-5716	101	4	+	+	CCONJ
easat-5716	101	5	∑	∑	PROPN
easat-5716	101	6	∑	∑	ADV
easat-5716	101	7	𝐷𝐶𝑗,𝑘𝜓𝑗,𝑘(𝑡	𝐷𝐶𝑗,𝑘𝜓𝑗,𝑘(𝑡	NOUN
easat-5716	101	8	)	)	PUNCT
easat-5716	101	9	2𝐽−𝑘−1	2𝐽−𝑘−1	NUM
easat-5716	101	10	𝑘=−∞	𝑘=−∞	PUNCT
easat-5716	102	1	𝐽	𝐽	PROPN
easat-5716	102	2	𝑗=1	𝑗=1	PROPN
easat-5716	102	3	2𝐽−𝑘−1	2𝐽−𝑘−1	NUM
easat-5716	102	4	𝑘=−∞	𝑘=−∞	PUNCT
easat-5716	102	5	(	(	PUNCT
easat-5716	102	6	9	9	NUM
easat-5716	102	7	)	)	PUNCT
easat-5716	102	8	3.2	3.2	NUM
easat-5716	102	9	.	.	PUNCT
easat-5716	103	1	arima	arima	PROPN
easat-5716	103	2	model	model	NOUN
easat-5716	103	3	the	the	DET
easat-5716	103	4	arima	arima	PROPN
easat-5716	103	5	model	model	NOUN
easat-5716	103	6	is	be	AUX
easat-5716	103	7	a	a	DET
easat-5716	103	8	statistical	statistical	ADJ
easat-5716	103	9	forecasting	forecasting	NOUN
easat-5716	103	10	model	model	NOUN
easat-5716	103	11	that	that	PRON
easat-5716	103	12	predicts	predict	VERB
easat-5716	103	13	future	future	ADJ
easat-5716	103	14	values	value	NOUN
easat-5716	103	15	of	of	ADP
easat-5716	103	16	a	a	DET
easat-5716	103	17	time	time	NOUN
easat-5716	103	18	series	series	NOUN
easat-5716	103	19	by	by	ADP
easat-5716	103	20	making	make	VERB
easat-5716	103	21	a	a	DET
easat-5716	103	22	linear	linear	ADJ
easat-5716	103	23	combination	combination	NOUN
easat-5716	103	24	of	of	ADP
easat-5716	103	25	past	past	ADJ
easat-5716	103	26	values	value	NOUN
easat-5716	103	27	.	.	PUNCT
easat-5716	104	1	the	the	DET
easat-5716	104	2	arima	arima	PROPN
easat-5716	104	3	model	model	NOUN
easat-5716	104	4	is	be	AUX
easat-5716	104	5	distinguished	distinguish	VERB
easat-5716	104	6	by	by	ADP
easat-5716	104	7	three	three	NUM
easat-5716	104	8	parts	part	NOUN
easat-5716	104	9	:	:	PUNCT
easat-5716	104	10	the	the	DET
easat-5716	104	11	autoregressive	autoregressive	ADJ
easat-5716	104	12	(	(	PUNCT
easat-5716	104	13	ar	ar	NOUN
easat-5716	104	14	)	)	PUNCT
easat-5716	104	15	part	part	NOUN
easat-5716	104	16	characterized	characterize	VERB
easat-5716	104	17	by	by	ADP
easat-5716	104	18	the	the	DET
easat-5716	104	19	parameter	parameter	NOUN
easat-5716	104	20	p	p	NOUN
easat-5716	104	21	,	,	PUNCT
easat-5716	104	22	the	the	DET
easat-5716	104	23	differencing	differencing	NOUN
easat-5716	104	24	(	(	PUNCT
easat-5716	104	25	i	i	NOUN
easat-5716	104	26	)	)	PUNCT
easat-5716	104	27	part	part	NOUN
easat-5716	104	28	characterized	characterize	VERB
easat-5716	104	29	by	by	ADP
easat-5716	104	30	the	the	DET
easat-5716	104	31	parameter	parameter	NOUN
easat-5716	104	32	d	d	PROPN
easat-5716	104	33	,	,	PUNCT
easat-5716	104	34	and	and	CCONJ
easat-5716	104	35	the	the	DET
easat-5716	104	36	moving	move	VERB
easat-5716	104	37	average	average	ADJ
easat-5716	104	38	(	(	PUNCT
easat-5716	104	39	ma	ma	PROPN
easat-5716	104	40	)	)	PUNCT
easat-5716	104	41	part	part	NOUN
easat-5716	104	42	represented	represent	VERB
easat-5716	104	43	by	by	ADP
easat-5716	104	44	the	the	DET
easat-5716	104	45	parameter	parameter	NOUN
easat-5716	104	46	q.	q.	PROPN
easat-5716	104	47	p	p	PROPN
easat-5716	104	48	,	,	PUNCT
easat-5716	104	49	d	d	X
easat-5716	104	50	,	,	PUNCT
easat-5716	104	51	and	and	CCONJ
easat-5716	104	52	q	q	NOUN
easat-5716	104	53	are	be	AUX
easat-5716	104	54	the	the	DET
easat-5716	104	55	hyperparameters	hyperparameter	NOUN
easat-5716	104	56	that	that	PRON
easat-5716	104	57	need	need	VERB
easat-5716	104	58	to	to	PART
easat-5716	104	59	be	be	AUX
easat-5716	104	60	found	find	VERB
easat-5716	104	61	and	and	CCONJ
easat-5716	104	62	used	use	VERB
easat-5716	104	63	to	to	PART
easat-5716	104	64	obtain	obtain	VERB
easat-5716	104	65	an	an	DET
easat-5716	104	66	optimal	optimal	ADJ
easat-5716	104	67	forecast	forecast	NOUN
easat-5716	104	68	.	.	PUNCT
easat-5716	105	1	these	these	DET
easat-5716	105	2	three	three	NUM
easat-5716	105	3	parameters	parameter	NOUN
easat-5716	105	4	are	be	AUX
easat-5716	105	5	related	relate	VERB
easat-5716	105	6	by	by	ADP
easat-5716	105	7	relation	relation	NOUN
easat-5716	105	8	10	10	NUM
easat-5716	105	9	.	.	PUNCT
easat-5716	106	1	(	(	PUNCT
easat-5716	106	2	1	1	NUM
easat-5716	106	3	−	−	NOUN
easat-5716	106	4	∑	∑	PUNCT
easat-5716	106	5	𝜑𝑘𝐿	𝜑𝑘𝐿	X
easat-5716	106	6	𝑘𝑝	𝑘𝑝	ADP
easat-5716	106	7	𝑘=1	𝑘=1	NOUN
easat-5716	106	8	)	)	PUNCT
easat-5716	106	9	(	(	PUNCT
easat-5716	106	10	1	1	NUM
easat-5716	106	11	−	−	NOUN
easat-5716	106	12	𝐿)𝑑	𝐿)𝑑	NOUN
easat-5716	106	13	=	=	SYM
easat-5716	107	1	(	(	PUNCT
easat-5716	107	2	1	1	NUM
easat-5716	107	3	+	+	CCONJ
easat-5716	107	4	∑	∑	ADJ
easat-5716	107	5	𝜃𝑛𝐿	𝜃𝑛𝐿	NOUN
easat-5716	107	6	𝑛𝑞	𝑛𝑞	ADP
easat-5716	107	7	𝑛=1	𝑛=1	NOUN
easat-5716	107	8	)	)	PUNCT
easat-5716	107	9	휀𝑛	휀𝑛	NUM
easat-5716	107	10	(	(	PUNCT
easat-5716	107	11	10	10	NUM
easat-5716	107	12	)	)	PUNCT
easat-5716	107	13	in	in	ADP
easat-5716	107	14	this	this	DET
easat-5716	107	15	relationship	relationship	NOUN
easat-5716	107	16	,	,	PUNCT
easat-5716	107	17	휀𝑛expresses	휀𝑛expresse	VERB
easat-5716	107	18	the	the	DET
easat-5716	107	19	random	random	ADJ
easat-5716	107	20	error	error	NOUN
easat-5716	107	21	;	;	PUNCT
easat-5716	107	22	𝜑𝑘and	𝜑𝑘and	NOUN
easat-5716	107	23	𝜃𝑛are	𝜃𝑛are	NOUN
easat-5716	107	24	coefficients	coefficient	NOUN
easat-5716	107	25	used	use	VERB
easat-5716	107	26	in	in	ADP
easat-5716	107	27	the	the	DET
easat-5716	107	28	arima	arima	PROPN
easat-5716	107	29	model	model	NOUN
easat-5716	107	30	.	.	PUNCT
easat-5716	108	1	the	the	DET
easat-5716	108	2	akaike	akaike	ADJ
easat-5716	108	3	information	information	NOUN
easat-5716	108	4	criterion	criterion	NOUN
easat-5716	108	5	(	(	PUNCT
easat-5716	108	6	aic	aic	PROPN
easat-5716	108	7	)	)	PUNCT
easat-5716	108	8	is	be	AUX
easat-5716	108	9	used	use	VERB
easat-5716	108	10	to	to	PART
easat-5716	108	11	select	select	VERB
easat-5716	108	12	the	the	DET
easat-5716	108	13	optimal	optimal	ADJ
easat-5716	108	14	p	p	X
easat-5716	108	15	,	,	PUNCT
easat-5716	108	16	d	d	NOUN
easat-5716	108	17	,	,	PUNCT
easat-5716	108	18	and	and	CCONJ
easat-5716	108	19	q	q	PROPN
easat-5716	108	20	parameters	parameter	NOUN
easat-5716	108	21	for	for	ADP
easat-5716	108	22	modeling	model	VERB
easat-5716	108	23	the	the	DET
easat-5716	108	24	arima	arima	PROPN
easat-5716	108	25	model	model	NOUN
easat-5716	108	26	.	.	PUNCT
easat-5716	109	1	this	this	DET
easat-5716	109	2	criterion	criterion	NOUN
easat-5716	109	3	is	be	AUX
easat-5716	109	4	defined	define	VERB
easat-5716	109	5	by	by	ADP
easat-5716	109	6	relation	relation	NOUN
easat-5716	109	7	11	11	NUM
easat-5716	109	8	.	.	PUNCT
easat-5716	110	1	𝐴𝐼𝐶	𝐴𝐼𝐶	PROPN
easat-5716	110	2	=	=	SYM
easat-5716	110	3	2(𝑁𝑡	2(𝑁𝑡	NUM
easat-5716	110	4	−	−	PROPN
easat-5716	110	5	𝑙𝑛(𝐿𝑣	𝑙𝑛(𝐿𝑣	PROPN
easat-5716	110	6	)	)	PUNCT
easat-5716	110	7	)	)	PUNCT
easat-5716	111	1	(	(	PUNCT
easat-5716	111	2	11	11	NUM
easat-5716	111	3	)	)	PUNCT
easat-5716	111	4	with	with	ADP
easat-5716	111	5	𝑁𝑡	𝑁𝑡	PROPN
easat-5716	111	6	and	and	CCONJ
easat-5716	111	7	𝐿𝑣	𝐿𝑣	PROPN
easat-5716	111	8	representing	represent	VERB
easat-5716	111	9	respectively	respectively	ADV
easat-5716	111	10	the	the	DET
easat-5716	111	11	total	total	ADJ
easat-5716	111	12	number	number	NOUN
easat-5716	111	13	of	of	ADP
easat-5716	111	14	parameters	parameter	NOUN
easat-5716	111	15	to	to	PART
easat-5716	111	16	be	be	AUX
easat-5716	111	17	used	use	VERB
easat-5716	111	18	and	and	CCONJ
easat-5716	111	19	the	the	DET
easat-5716	111	20	maximum	maximum	ADJ
easat-5716	111	21	value	value	NOUN
easat-5716	111	22	of	of	ADP
easat-5716	111	23	the	the	DET
easat-5716	111	24	arima	arima	PROPN
easat-5716	111	25	model	model	NOUN
easat-5716	111	26	parameter	parameter	PROPN
easat-5716	111	27	function	function	PROPN
easat-5716	111	28	determined	determine	VERB
easat-5716	111	29	from	from	ADP
easat-5716	111	30	the	the	DET
easat-5716	111	31	observed	observe	VERB
easat-5716	111	32	data	datum	NOUN
easat-5716	111	33	.	.	PUNCT
easat-5716	112	1	the	the	DET
easat-5716	112	2	p	p	X
easat-5716	112	3	,	,	PUNCT
easat-5716	112	4	d	d	NOUN
easat-5716	112	5	,	,	PUNCT
easat-5716	112	6	q	q	INTJ
easat-5716	112	7	,	,	PUNCT
easat-5716	112	8	parameters	parameter	NOUN
easat-5716	112	9	that	that	PRON
easat-5716	112	10	correspond	correspond	VERB
easat-5716	112	11	to	to	ADP
easat-5716	112	12	the	the	DET
easat-5716	112	13	optimal	optimal	ADJ
easat-5716	112	14	model	model	NOUN
easat-5716	112	15	are	be	AUX
easat-5716	112	16	those	those	PRON
easat-5716	112	17	with	with	ADP
easat-5716	112	18	the	the	DET
easat-5716	112	19	lowest	low	ADJ
easat-5716	112	20	akaike	akaike	ADJ
easat-5716	112	21	information	information	NOUN
easat-5716	112	22	criterion	criterion	NOUN
easat-5716	112	23	(	(	PUNCT
easat-5716	112	24	aic	aic	PROPN
easat-5716	112	25	)	)	PUNCT
easat-5716	112	26	value	value	NOUN
easat-5716	112	27	.	.	PUNCT
easat-5716	113	1	the	the	DET
easat-5716	113	2	aic	aic	PROPN
easat-5716	113	3	criterion	criterion	NOUN
easat-5716	113	4	is	be	AUX
easat-5716	113	5	based	base	VERB
easat-5716	113	6	on	on	ADP
easat-5716	113	7	a	a	DET
easat-5716	113	8	logic	logic	NOUN
easat-5716	113	9	that	that	PRON
easat-5716	113	10	balances	balance	VERB
easat-5716	113	11	the	the	DET
easat-5716	113	12	complexity	complexity	NOUN
easat-5716	113	13	of	of	ADP
easat-5716	113	14	the	the	DET
easat-5716	113	15	model	model	NOUN
easat-5716	113	16	used	use	VERB
easat-5716	113	17	for	for	ADP
easat-5716	113	18	forecasting	forecasting	NOUN
easat-5716	113	19	and	and	CCONJ
easat-5716	113	20	the	the	DET
easat-5716	113	21	efficiency	efficiency	NOUN
easat-5716	113	22	of	of	ADP
easat-5716	113	23	the	the	DET
easat-5716	113	24	fit	fit	NOUN
easat-5716	113	25	.	.	PUNCT
easat-5716	114	1	1896	1896	NUM
easat-5716	114	2	edelweiss	edelweiss	PROPN
easat-5716	114	3	applied	apply	VERB
easat-5716	114	4	science	science	NOUN
easat-5716	114	5	and	and	CCONJ
easat-5716	114	6	technology	technology	NOUN
easat-5716	114	7	issn	issn	PROPN
easat-5716	114	8	:	:	PUNCT
easat-5716	114	9	2576	2576	NUM
easat-5716	114	10	-	-	SYM
easat-5716	114	11	8484	8484	NUM
easat-5716	114	12	vol	vol	NOUN
easat-5716	114	13	.	.	PROPN
easat-5716	115	1	9	9	NUM
easat-5716	115	2	,	,	PUNCT
easat-5716	115	3	no	no	INTJ
easat-5716	115	4	.	.	NOUN
easat-5716	116	1	3	3	NUM
easat-5716	116	2	:	:	SYM
easat-5716	116	3	1892	1892	NUM
easat-5716	116	4	-	-	SYM
easat-5716	116	5	1907	1907	NUM
easat-5716	116	6	,	,	PUNCT
easat-5716	116	7	2025	2025	NUM
easat-5716	116	8	doi	doi	NOUN
easat-5716	116	9	:	:	PUNCT
easat-5716	116	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	116	11	©	©	PROPN
easat-5716	116	12	2025	2025	NUM
easat-5716	116	13	by	by	ADP
easat-5716	116	14	the	the	DET
easat-5716	116	15	authors	author	NOUN
easat-5716	116	16	;	;	PUNCT
easat-5716	116	17	licensee	licensee	PROPN
easat-5716	116	18	learning	learning	NOUN
easat-5716	116	19	gate	gate	VERB
easat-5716	116	20	3.3	3.3	NUM
easat-5716	116	21	.	.	PUNCT
easat-5716	117	1	neural	neural	ADJ
easat-5716	117	2	networks	network	NOUN
easat-5716	117	3	model	model	NOUN
easat-5716	117	4	for	for	ADP
easat-5716	117	5	neural	neural	ADJ
easat-5716	117	6	network	network	NOUN
easat-5716	117	7	modeling	modeling	NOUN
easat-5716	117	8	,	,	PUNCT
easat-5716	117	9	a	a	DET
easat-5716	117	10	given	give	VERB
easat-5716	117	11	number	number	NOUN
easat-5716	117	12	of	of	ADP
easat-5716	117	13	layers	layer	NOUN
easat-5716	117	14	is	be	AUX
easat-5716	117	15	defined	define	VERB
easat-5716	117	16	,	,	PUNCT
easat-5716	117	17	and	and	CCONJ
easat-5716	117	18	each	each	PRON
easat-5716	117	19	of	of	ADP
easat-5716	117	20	these	these	DET
easat-5716	117	21	layers	layer	NOUN
easat-5716	117	22	comprises	comprise	VERB
easat-5716	117	23	a	a	DET
easat-5716	117	24	group	group	NOUN
easat-5716	117	25	of	of	ADP
easat-5716	117	26	interconnected	interconnected	ADJ
easat-5716	117	27	neurons	neuron	NOUN
easat-5716	117	28	.	.	PUNCT
easat-5716	118	1	thus	thus	ADV
easat-5716	118	2	,	,	PUNCT
easat-5716	118	3	an	an	DET
easat-5716	118	4	input	input	NOUN
easat-5716	118	5	layer	layer	NOUN
easat-5716	118	6	,	,	PUNCT
easat-5716	118	7	an	an	DET
easat-5716	118	8	output	output	NOUN
easat-5716	118	9	layer	layer	NOUN
easat-5716	118	10	,	,	PUNCT
easat-5716	118	11	and	and	CCONJ
easat-5716	118	12	an	an	DET
easat-5716	118	13	intermediate	intermediate	ADJ
easat-5716	118	14	layer	layer	NOUN
easat-5716	118	15	,	,	PUNCT
easat-5716	118	16	which	which	PRON
easat-5716	118	17	is	be	AUX
easat-5716	118	18	a	a	DET
easat-5716	118	19	hidden	hide	VERB
easat-5716	118	20	layer	layer	NOUN
easat-5716	118	21	,	,	PUNCT
easat-5716	118	22	are	be	AUX
easat-5716	118	23	associated	associate	VERB
easat-5716	118	24	.	.	PUNCT
easat-5716	119	1	neural	neural	ADJ
easat-5716	119	2	networks	network	NOUN
easat-5716	119	3	use	use	VERB
easat-5716	119	4	synaptic	synaptic	ADJ
easat-5716	119	5	weights	weight	NOUN
easat-5716	119	6	,	,	PUNCT
easat-5716	119	7	which	which	PRON
easat-5716	119	8	are	be	AUX
easat-5716	119	9	stochastically	stochastically	ADV
easat-5716	119	10	initialized	initialize	VERB
easat-5716	119	11	and	and	CCONJ
easat-5716	119	12	adjusted	adjust	VERB
easat-5716	119	13	to	to	PART
easat-5716	119	14	obtain	obtain	VERB
easat-5716	119	15	an	an	DET
easat-5716	119	16	optimal	optimal	ADJ
easat-5716	119	17	prediction	prediction	NOUN
easat-5716	119	18	.	.	PUNCT
easat-5716	120	1	the	the	DET
easat-5716	120	2	weighted	weight	VERB
easat-5716	120	3	inputs	input	NOUN
easat-5716	120	4	are	be	AUX
easat-5716	120	5	added	add	VERB
easat-5716	120	6	at	at	ADP
easat-5716	120	7	each	each	DET
easat-5716	120	8	neuron	neuron	NOUN
easat-5716	120	9	,	,	PUNCT
easat-5716	120	10	thus	thus	ADV
easat-5716	120	11	linking	link	VERB
easat-5716	120	12	the	the	DET
easat-5716	120	13	activation	activation	NOUN
easat-5716	120	14	function	function	NOUN
easat-5716	120	15	and	and	CCONJ
easat-5716	120	16	the	the	DET
easat-5716	120	17	summation	summation	NOUN
easat-5716	120	18	process	process	NOUN
easat-5716	120	19	[	[	X
easat-5716	120	20	21	21	NUM
easat-5716	120	21	]	]	PUNCT
easat-5716	120	22	.	.	PUNCT
easat-5716	121	1	this	this	DET
easat-5716	121	2	overall	overall	ADJ
easat-5716	121	3	activation	activation	NOUN
easat-5716	121	4	function	function	NOUN
easat-5716	121	5	clearly	clearly	ADV
easat-5716	121	6	shows	show	VERB
easat-5716	121	7	the	the	DET
easat-5716	121	8	non	non	NOUN
easat-5716	121	9	-	-	NOUN
easat-5716	121	10	linearity	linearity	NOUN
easat-5716	121	11	between	between	ADP
easat-5716	121	12	the	the	DET
easat-5716	121	13	input	input	NOUN
easat-5716	121	14	system	system	NOUN
easat-5716	121	15	and	and	CCONJ
easat-5716	121	16	the	the	DET
easat-5716	121	17	output	output	NOUN
easat-5716	121	18	system	system	NOUN
easat-5716	121	19	,	,	PUNCT
easat-5716	121	20	defined	define	VERB
easat-5716	121	21	as	as	SCONJ
easat-5716	121	22	follows	follow	VERB
easat-5716	121	23	:	:	PUNCT
easat-5716	121	24	𝑌𝑚(𝑡	𝑌𝑚(𝑡	ADJ
easat-5716	121	25	)	)	PUNCT
easat-5716	121	26	=	=	SYM
easat-5716	121	27	∑	∑	PUNCT
easat-5716	121	28	𝜔𝑛𝑚𝑥𝑛(𝑡	𝜔𝑛𝑚𝑥𝑛(𝑡	PROPN
easat-5716	121	29	)	)	PUNCT
easat-5716	121	30	+	+	CCONJ
easat-5716	121	31	𝛽𝑚	𝛽𝑚	ADP
easat-5716	121	32	𝑁	𝑁	PROPN
easat-5716	121	33	𝑛=1	𝑛=1	NOUN
easat-5716	121	34	(	(	PUNCT
easat-5716	121	35	12	12	NUM
easat-5716	121	36	)	)	PUNCT
easat-5716	121	37	this	this	DET
easat-5716	121	38	relationship	relationship	NOUN
easat-5716	121	39	ensures	ensure	VERB
easat-5716	121	40	that	that	SCONJ
easat-5716	121	41	activation	activation	NOUN
easat-5716	121	42	functions	function	NOUN
easat-5716	121	43	,	,	PUNCT
easat-5716	121	44	including	include	VERB
easat-5716	121	45	logistic	logistic	ADJ
easat-5716	121	46	,	,	PUNCT
easat-5716	121	47	relu	relu	NOUN
easat-5716	121	48	,	,	PUNCT
easat-5716	121	49	or	or	CCONJ
easat-5716	121	50	hyperbolic	hyperbolic	ADJ
easat-5716	121	51	functions	function	NOUN
easat-5716	121	52	,	,	PUNCT
easat-5716	121	53	are	be	AUX
easat-5716	121	54	all	all	PRON
easat-5716	121	55	included	include	VERB
easat-5716	121	56	to	to	PART
easat-5716	121	57	describe	describe	VERB
easat-5716	121	58	the	the	DET
easat-5716	121	59	nonlinear	nonlinear	ADJ
easat-5716	121	60	relationship	relationship	NOUN
easat-5716	121	61	between	between	ADP
easat-5716	121	62	input	input	NOUN
easat-5716	121	63	and	and	CCONJ
easat-5716	121	64	output	output	NOUN
easat-5716	121	65	.	.	PUNCT
easat-5716	122	1	with	with	ADP
easat-5716	122	2	𝑌𝑚	𝑌𝑚	PROPN
easat-5716	122	3	,	,	PUNCT
easat-5716	122	4	𝜔𝑚𝑛,𝛽𝑚and	𝜔𝑚𝑛,𝛽𝑚and	ADV
easat-5716	122	5	𝑥𝑛	𝑥𝑛	AUX
easat-5716	122	6	representing	represent	VERB
easat-5716	122	7	the	the	DET
easat-5716	122	8	weighted	weighted	ADJ
easat-5716	122	9	sum	sum	NOUN
easat-5716	122	10	,	,	PUNCT
easat-5716	122	11	weights	weight	NOUN
easat-5716	122	12	,	,	PUNCT
easat-5716	122	13	bias	bias	NOUN
easat-5716	122	14	,	,	PUNCT
easat-5716	122	15	and	and	CCONJ
easat-5716	122	16	input	input	NOUN
easat-5716	122	17	,	,	PUNCT
easat-5716	122	18	respectively	respectively	ADV
easat-5716	122	19	.	.	PUNCT
easat-5716	123	1	each	each	DET
easat-5716	123	2	neuron	neuron	NOUN
easat-5716	123	3	sums	sum	VERB
easat-5716	123	4	the	the	DET
easat-5716	123	5	weighted	weight	VERB
easat-5716	123	6	inputs	input	NOUN
easat-5716	123	7	and	and	CCONJ
easat-5716	123	8	maps	map	VERB
easat-5716	123	9	the	the	DET
easat-5716	123	10	summation	summation	NOUN
easat-5716	123	11	to	to	ADP
easat-5716	123	12	the	the	DET
easat-5716	123	13	output	output	NOUN
easat-5716	123	14	.	.	PUNCT
easat-5716	124	1	neural	neural	ADJ
easat-5716	124	2	networks	network	NOUN
easat-5716	124	3	are	be	AUX
easat-5716	124	4	widely	widely	ADV
easat-5716	124	5	used	use	VERB
easat-5716	124	6	in	in	ADP
easat-5716	124	7	the	the	DET
easat-5716	124	8	field	field	NOUN
easat-5716	124	9	of	of	ADP
easat-5716	124	10	time	time	NOUN
easat-5716	124	11	series	series	NOUN
easat-5716	124	12	prediction	prediction	NOUN
easat-5716	124	13	using	use	VERB
easat-5716	124	14	an	an	DET
easat-5716	124	15	iterative	iterative	NOUN
easat-5716	124	16	function	function	NOUN
easat-5716	124	17	that	that	PRON
easat-5716	124	18	adjusts	adjust	VERB
easat-5716	124	19	and	and	CCONJ
easat-5716	124	20	corrects	correct	VERB
easat-5716	124	21	parameters	parameter	NOUN
easat-5716	124	22	at	at	ADP
easat-5716	124	23	each	each	DET
easat-5716	124	24	iteration	iteration	NOUN
easat-5716	124	25	until	until	SCONJ
easat-5716	124	26	optimal	optimal	ADJ
easat-5716	124	27	predicted	predict	VERB
easat-5716	124	28	values	value	NOUN
easat-5716	124	29	are	be	AUX
easat-5716	124	30	obtained	obtain	VERB
easat-5716	124	31	.	.	PUNCT
easat-5716	125	1	figure	figure	NOUN
easat-5716	125	2	3	3	NUM
easat-5716	125	3	shows	show	VERB
easat-5716	125	4	the	the	DET
easat-5716	125	5	circuit	circuit	NOUN
easat-5716	125	6	from	from	ADP
easat-5716	125	7	inputs	input	NOUN
easat-5716	125	8	to	to	ADP
easat-5716	125	9	outputs	output	NOUN
easat-5716	125	10	.	.	PUNCT
easat-5716	126	1	figure1	figure1	X
easat-5716	126	2	.	.	PUNCT
easat-5716	127	1	architecture	architecture	NOUN
easat-5716	127	2	of	of	ADP
easat-5716	127	3	artificial	artificial	ADJ
easat-5716	127	4	neurons	neuron	NOUN
easat-5716	127	5	.	.	PUNCT
easat-5716	128	1	3.4	3.4	NUM
easat-5716	128	2	.	.	PUNCT
easat-5716	129	1	the	the	DET
easat-5716	129	2	kalman	kalman	PROPN
easat-5716	129	3	filter	filter	NOUN
easat-5716	129	4	relations	relation	NOUN
easat-5716	129	5	13	13	NUM
easat-5716	129	6	and	and	CCONJ
easat-5716	129	7	14	14	NUM
easat-5716	129	8	define	define	VERB
easat-5716	129	9	the	the	DET
easat-5716	129	10	observed	observed	ADJ
easat-5716	129	11	state	state	NOUN
easat-5716	129	12	equation	equation	NOUN
easat-5716	129	13	of	of	ADP
easat-5716	129	14	the	the	DET
easat-5716	129	15	algorithm	algorithm	NOUN
easat-5716	129	16	used	use	VERB
easat-5716	129	17	to	to	PART
easat-5716	129	18	model	model	VERB
easat-5716	129	19	the	the	DET
easat-5716	129	20	processing	processing	NOUN
easat-5716	129	21	by	by	ADP
easat-5716	129	22	the	the	DET
easat-5716	129	23	kalman	kalman	PROPN
easat-5716	129	24	filter	filter	NOUN
easat-5716	130	1	[	[	X
easat-5716	130	2	22	22	NUM
easat-5716	130	3	]	]	PUNCT
easat-5716	130	4	.	.	PUNCT
easat-5716	131	1	𝒙𝒕	𝒙𝒕	PROPN
easat-5716	131	2	=	=	SYM
easat-5716	131	3	𝜶𝒙𝒕−𝟏	𝜶𝒙𝒕−𝟏	PROPN
easat-5716	132	1	+	+	NUM
easat-5716	132	2	𝜷𝒕	𝜷𝒕	PROPN
easat-5716	132	3	(	(	PUNCT
easat-5716	132	4	13	13	NUM
easat-5716	132	5	)	)	PUNCT
easat-5716	132	6	𝑦𝑡	𝑦𝑡	NOUN
easat-5716	132	7	=	=	VERB
easat-5716	132	8	𝜆𝑥𝑡	𝜆𝑥𝑡	NOUN
easat-5716	133	1	+	+	CCONJ
easat-5716	133	2	𝛿𝑡	𝛿𝑡	PROPN
easat-5716	133	3	(	(	PUNCT
easat-5716	133	4	14	14	NUM
easat-5716	133	5	)	)	PUNCT
easat-5716	133	6	both	both	PRON
easat-5716	133	7	𝑥𝑡and𝑦𝑡are	𝑥𝑡and𝑦𝑡are	VERB
easat-5716	133	8	target	target	NOUN
easat-5716	133	9	state	state	NOUN
easat-5716	133	10	vectors	vector	NOUN
easat-5716	133	11	.	.	PUNCT
easat-5716	134	1	𝑥𝑡is	𝑥𝑡is	PROPN
easat-5716	134	2	expressed	express	VERB
easat-5716	134	3	as	as	ADP
easat-5716	134	4	a	a	DET
easat-5716	134	5	function	function	NOUN
easat-5716	134	6	of	of	ADP
easat-5716	134	7	the	the	DET
easat-5716	134	8	state	state	NOUN
easat-5716	134	9	transition	transition	NOUN
easat-5716	134	10	matrix	matrix	NOUN
easat-5716	134	11	𝛼and	𝛼and	NOUN
easat-5716	134	12	the	the	DET
easat-5716	134	13	known	know	VERB
easat-5716	134	14	state	state	NOUN
easat-5716	134	15	vector	vector	NOUN
easat-5716	134	16	at	at	ADP
easat-5716	134	17	time	time	NOUN
easat-5716	134	18	t-1	t-1	PROPN
easat-5716	134	19	,	,	PUNCT
easat-5716	134	20	while	while	SCONJ
easat-5716	134	21	𝑦𝑡is	𝑦𝑡is	NOUN
easat-5716	134	22	estimated	estimate	VERB
easat-5716	134	23	by	by	ADP
easat-5716	134	24	the	the	DET
easat-5716	134	25	known	know	VERB
easat-5716	134	26	state	state	NOUN
easat-5716	134	27	vector	vector	NOUN
easat-5716	134	28	at	at	ADP
easat-5716	134	29	time	time	NOUN
easat-5716	134	30	t	t	NOUN
easat-5716	134	31	with	with	ADP
easat-5716	134	32	the	the	DET
easat-5716	134	33	state	state	NOUN
easat-5716	134	34	observation	observation	NOUN
easat-5716	134	35	matrix	matrix	NOUN
easat-5716	134	36	𝜆.	𝜆.	VERB
easat-5716	134	37	the	the	DET
easat-5716	134	38	matrices	matrix	NOUN
easat-5716	134	39	𝛽𝑡and𝛿𝑡represent	𝛽𝑡and𝛿𝑡represent	VERB
easat-5716	134	40	the	the	DET
easat-5716	134	41	covariance	covariance	NOUN
easat-5716	134	42	of	of	ADP
easat-5716	134	43	the	the	DET
easat-5716	134	44	system	system	NOUN
easat-5716	134	45	excitation	excitation	NOUN
easat-5716	134	46	,	,	PUNCT
easat-5716	134	47	sometimes	sometimes	ADV
easat-5716	134	48	perceived	perceive	VERB
easat-5716	134	49	as	as	ADP
easat-5716	134	50	noise	noise	NOUN
easat-5716	134	51	,	,	PUNCT
easat-5716	134	52	and	and	CCONJ
easat-5716	134	53	the	the	DET
easat-5716	134	54	covariance	covariance	NOUN
easat-5716	134	55	of	of	ADP
easat-5716	134	56	the	the	DET
easat-5716	134	57	observation	observation	NOUN
easat-5716	134	58	noise	noise	NOUN
easat-5716	134	59	,	,	PUNCT
easat-5716	134	60	respectively	respectively	ADV
easat-5716	134	61	.	.	PUNCT
easat-5716	135	1	the	the	DET
easat-5716	135	2	kalman	kalman	PROPN
easat-5716	135	3	filter	filter	PROPN
easat-5716	135	4	,	,	PUNCT
easat-5716	135	5	based	base	VERB
easat-5716	135	6	on	on	ADP
easat-5716	135	7	mathematical	mathematical	ADJ
easat-5716	135	8	and	and	CCONJ
easat-5716	135	9	applied	applied	ADJ
easat-5716	135	10	physics	physics	NOUN
easat-5716	135	11	principles	principle	NOUN
easat-5716	135	12	,	,	PUNCT
easat-5716	135	13	allows	allow	VERB
easat-5716	135	14	the	the	DET
easat-5716	135	15	assimilation	assimilation	NOUN
easat-5716	135	16	of	of	ADP
easat-5716	135	17	the	the	DET
easat-5716	135	18	covariance	covariance	NOUN
easat-5716	135	19	of	of	ADP
easat-5716	135	20	excitation	excitation	NOUN
easat-5716	135	21	noises	noise	NOUN
easat-5716	135	22	of	of	ADP
easat-5716	135	23	the	the	DET
easat-5716	135	24	entire	entire	ADJ
easat-5716	135	25	system	system	NOUN
easat-5716	135	26	to	to	PART
easat-5716	135	27	be	be	AUX
easat-5716	135	28	modeled	model	VERB
easat-5716	135	29	.	.	PUNCT
easat-5716	136	1	relations	relation	NOUN
easat-5716	136	2	15	15	NUM
easat-5716	136	3	and	and	CCONJ
easat-5716	136	4	16	16	NUM
easat-5716	136	5	,	,	PUNCT
easat-5716	136	6	expressed	express	VERB
easat-5716	136	7	by	by	ADP
easat-5716	136	8	𝑥𝑡|𝑡	𝑥𝑡|𝑡	NOUN
easat-5716	136	9	and	and	CCONJ
easat-5716	136	10	𝑥𝑡+1|𝑡	𝑥𝑡+1|𝑡	PROPN
easat-5716	136	11	show	show	VERB
easat-5716	136	12	the	the	DET
easat-5716	136	13	evident	evident	ADJ
easat-5716	136	14	recursion	recursion	NOUN
easat-5716	136	15	of	of	ADP
easat-5716	136	16	the	the	DET
easat-5716	136	17	signal	signal	NOUN
easat-5716	136	18	using	use	VERB
easat-5716	136	19	the	the	DET
easat-5716	136	20	kalman	kalman	NOUN
easat-5716	136	21	filter	filter	NOUN
easat-5716	136	22	.	.	PUNCT
easat-5716	137	1	these	these	DET
easat-5716	137	2	relations	relation	NOUN
easat-5716	137	3	explicitly	explicitly	ADV
easat-5716	137	4	take	take	VERB
easat-5716	137	5	into	into	ADP
easat-5716	137	6	1897	1897	NUM
easat-5716	137	7	edelweiss	edelweiss	PROPN
easat-5716	137	8	applied	apply	VERB
easat-5716	137	9	science	science	NOUN
easat-5716	137	10	and	and	CCONJ
easat-5716	137	11	technology	technology	NOUN
easat-5716	137	12	issn	issn	PROPN
easat-5716	137	13	:	:	PUNCT
easat-5716	137	14	2576	2576	NUM
easat-5716	137	15	-	-	SYM
easat-5716	137	16	8484	8484	NUM
easat-5716	137	17	vol	vol	NOUN
easat-5716	137	18	.	.	PROPN
easat-5716	138	1	9	9	NUM
easat-5716	138	2	,	,	PUNCT
easat-5716	138	3	no	no	INTJ
easat-5716	138	4	.	.	NOUN
easat-5716	139	1	3	3	NUM
easat-5716	139	2	:	:	SYM
easat-5716	139	3	1892	1892	NUM
easat-5716	139	4	-	-	SYM
easat-5716	139	5	1907	1907	NUM
easat-5716	139	6	,	,	PUNCT
easat-5716	139	7	2025	2025	NUM
easat-5716	139	8	doi	doi	NOUN
easat-5716	139	9	:	:	PUNCT
easat-5716	139	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	139	11	©	©	PROPN
easat-5716	139	12	2025	2025	NUM
easat-5716	139	13	by	by	ADP
easat-5716	139	14	the	the	DET
easat-5716	139	15	authors	author	NOUN
easat-5716	139	16	;	;	PUNCT
easat-5716	139	17	licensee	licensee	PROPN
easat-5716	139	18	learning	learning	PROPN
easat-5716	139	19	gate	gate	PROPN
easat-5716	139	20	account	account	PROPN
easat-5716	139	21	past	past	ADP
easat-5716	139	22	data	datum	NOUN
easat-5716	139	23	to	to	PART
easat-5716	139	24	estimate	estimate	VERB
easat-5716	139	25	the	the	DET
easat-5716	139	26	current	current	ADJ
easat-5716	139	27	state	state	NOUN
easat-5716	139	28	.	.	PUNCT
easat-5716	140	1	the	the	DET
easat-5716	140	2	update	update	NOUN
easat-5716	140	3	of	of	ADP
easat-5716	140	4	this	this	DET
easat-5716	140	5	estimation	estimation	NOUN
easat-5716	140	6	is	be	AUX
easat-5716	140	7	done	do	VERB
easat-5716	140	8	by	by	ADP
easat-5716	140	9	considering	consider	VERB
easat-5716	140	10	the	the	DET
easat-5716	140	11	current	current	ADJ
easat-5716	140	12	state	state	NOUN
easat-5716	140	13	and	and	CCONJ
easat-5716	140	14	past	past	ADJ
easat-5716	140	15	states	state	NOUN
easat-5716	140	16	to	to	PART
easat-5716	140	17	estimate	estimate	VERB
easat-5716	140	18	a	a	DET
easat-5716	140	19	new	new	ADJ
easat-5716	140	20	state	state	NOUN
easat-5716	140	21	.	.	PUNCT
easat-5716	141	1	𝑥𝑡and	𝑥𝑡and	VERB
easat-5716	142	1	𝑌𝑡	𝑌𝑡	PROPN
easat-5716	142	2	being	be	AUX
easat-5716	142	3	gaussian	gaussian	ADJ
easat-5716	142	4	functions	function	NOUN
easat-5716	142	5	,	,	PUNCT
easat-5716	142	6	it	it	PRON
easat-5716	142	7	is	be	AUX
easat-5716	142	8	possible	possible	ADJ
easat-5716	142	9	to	to	PART
easat-5716	142	10	use	use	VERB
easat-5716	142	11	the	the	DET
easat-5716	142	12	following	following	ADJ
easat-5716	142	13	standard	standard	ADJ
easat-5716	142	14	formulas	formula	NOUN
easat-5716	142	15	to	to	PART
easat-5716	142	16	predict	predict	VERB
easat-5716	142	17	𝑥𝑡+1|𝑡	𝑥𝑡+1|𝑡	PROPN
easat-5716	142	18	𝑥𝑡|𝑡	𝑥𝑡|𝑡	PUNCT
easat-5716	142	19	=	=	SYM
easat-5716	142	20	�	�	PROPN
easat-5716	142	21	̄	̄	NOUN
easat-5716	142	22	�	�	PROPN
easat-5716	142	23	𝑡	𝑡	PROPN
easat-5716	142	24	+	+	PROPN
easat-5716	142	25	∑	∑	PROPN
easat-5716	142	26	∑	∑	PUNCT
easat-5716	142	27	(	(	PUNCT
easat-5716	142	28	𝑦𝑡	𝑦𝑡	PROPN
easat-5716	142	29	−	−	PROPN
easat-5716	142	30	𝑦𝑡	𝑦𝑡	NOUN
easat-5716	142	31	)	)	PUNCT
easat-5716	142	32	−1	−1	NOUN
easat-5716	142	33	𝑦𝑡𝑥𝑡𝑦𝑡	𝑦𝑡𝑥𝑡𝑦𝑡	NOUN
easat-5716	142	34	(	(	PUNCT
easat-5716	142	35	15	15	NUM
easat-5716	142	36	)	)	PUNCT
easat-5716	142	37	𝑥𝑡+1|𝑡	𝑥𝑡+1|𝑡	PROPN
easat-5716	142	38	=	=	SYM
easat-5716	143	1	𝛼𝑥𝑡|𝑡	𝛼𝑥𝑡|𝑡	NOUN
easat-5716	143	2	(	(	PUNCT
easat-5716	143	3	16	16	NUM
easat-5716	143	4	)	)	PUNCT
easat-5716	143	5	the	the	DET
easat-5716	143	6	kalman	kalman	PROPN
easat-5716	143	7	filter	filter	NOUN
easat-5716	143	8	will	will	AUX
easat-5716	143	9	be	be	AUX
easat-5716	143	10	used	use	VERB
easat-5716	143	11	for	for	ADP
easat-5716	143	12	preprocessing	preprocessing	NOUN
easat-5716	143	13	,	,	PUNCT
easat-5716	143	14	which	which	PRON
easat-5716	143	15	involves	involve	VERB
easat-5716	143	16	reducing	reduce	VERB
easat-5716	143	17	noise	noise	NOUN
easat-5716	143	18	in	in	ADP
easat-5716	143	19	a	a	DET
easat-5716	143	20	signal	signal	NOUN
easat-5716	143	21	,	,	PUNCT
easat-5716	143	22	making	make	VERB
easat-5716	143	23	real	real	ADJ
easat-5716	143	24	-	-	PUNCT
easat-5716	143	25	time	time	NOUN
easat-5716	143	26	estimates	estimate	NOUN
easat-5716	143	27	,	,	PUNCT
easat-5716	143	28	or	or	CCONJ
easat-5716	143	29	being	be	AUX
easat-5716	143	30	hybridized	hybridize	VERB
easat-5716	143	31	with	with	ADP
easat-5716	143	32	another	another	DET
easat-5716	143	33	model	model	NOUN
easat-5716	143	34	to	to	PART
easat-5716	143	35	achieve	achieve	VERB
easat-5716	143	36	better	well	ADJ
easat-5716	143	37	results	result	NOUN
easat-5716	143	38	.	.	PUNCT
easat-5716	144	1	the	the	DET
easat-5716	144	2	algorithm	algorithm	NOUN
easat-5716	144	3	used	use	VERB
easat-5716	144	4	to	to	PART
easat-5716	144	5	model	model	VERB
easat-5716	144	6	the	the	DET
easat-5716	144	7	kalman	kalman	PROPN
easat-5716	144	8	filter	filter	PROPN
easat-5716	144	9	follows	follow	VERB
easat-5716	144	10	the	the	DET
easat-5716	144	11	process	process	NOUN
easat-5716	144	12	represented	represent	VERB
easat-5716	144	13	in	in	ADP
easat-5716	144	14	figure	figure	NOUN
easat-5716	144	15	2	2	NUM
easat-5716	144	16	.	.	PUNCT
easat-5716	144	17	figure	figure	NOUN
easat-5716	144	18	2	2	NUM
easat-5716	144	19	.	.	PUNCT
easat-5716	145	1	the	the	DET
easat-5716	145	2	kalman	kalman	PROPN
easat-5716	145	3	filter	filter	NOUN
easat-5716	145	4	modeling	modeling	NOUN
easat-5716	145	5	algorithm	algorithm	NOUN
easat-5716	145	6	.	.	PUNCT
easat-5716	146	1	t	t	PROPN
easat-5716	146	2	denotes	denote	VERB
easat-5716	146	3	the	the	DET
easat-5716	146	4	timestamp	timestamp	NOUN
easat-5716	146	5	for	for	ADP
easat-5716	146	6	the	the	DET
easat-5716	146	7	estimation	estimation	NOUN
easat-5716	146	8	of	of	ADP
easat-5716	146	9	the	the	DET
easat-5716	146	10	state	state	NOUN
easat-5716	146	11	matrix	matrix	NOUN
easat-5716	146	12	,	,	PUNCT
easat-5716	146	13	r	r	NOUN
easat-5716	146	14	is	be	AUX
easat-5716	146	15	provided	provide	VERB
easat-5716	146	16	by	by	ADP
easat-5716	146	17	the	the	DET
easat-5716	146	18	radar	radar	NOUN
easat-5716	146	19	with	with	ADP
easat-5716	146	20	the	the	DET
easat-5716	146	21	timestamp	timestamp	NOUN
easat-5716	146	22	indicating	indicate	VERB
easat-5716	146	23	when	when	SCONJ
easat-5716	146	24	the	the	DET
easat-5716	146	25	measurement	measurement	NOUN
easat-5716	146	26	took	take	VERB
easat-5716	146	27	place	place	NOUN
easat-5716	146	28	,	,	PUNCT
easat-5716	146	29	and	and	CCONJ
easat-5716	146	30	t	t	PROPN
easat-5716	146	31	is	be	AUX
easat-5716	146	32	the	the	DET
easat-5716	146	33	measurement	measurement	NOUN
easat-5716	146	34	covariance	covariance	NOUN
easat-5716	146	35	matrix	matrix	NOUN
easat-5716	146	36	.	.	PUNCT
easat-5716	147	1	3.5	3.5	NUM
easat-5716	147	2	.	.	PUNCT
easat-5716	147	3	hybrid	hybrid	ADJ
easat-5716	147	4	model	model	NOUN
easat-5716	147	5	the	the	DET
easat-5716	147	6	first	first	ADJ
easat-5716	147	7	step	step	NOUN
easat-5716	147	8	of	of	ADP
easat-5716	147	9	this	this	DET
easat-5716	147	10	study	study	NOUN
easat-5716	147	11	is	be	AUX
easat-5716	147	12	wavelet	wavelet	NOUN
easat-5716	147	13	decomposition	decomposition	NOUN
easat-5716	147	14	.	.	PUNCT
easat-5716	148	1	this	this	DET
easat-5716	148	2	step	step	NOUN
easat-5716	148	3	involves	involve	VERB
easat-5716	148	4	decomposing	decompose	VERB
easat-5716	148	5	into	into	ADP
easat-5716	148	6	its	its	PRON
easat-5716	148	7	various	various	ADJ
easat-5716	148	8	approximation	approximation	NOUN
easat-5716	148	9	and	and	CCONJ
easat-5716	148	10	detail	detail	NOUN
easat-5716	148	11	components	component	NOUN
easat-5716	148	12	and	and	CCONJ
easat-5716	148	13	selecting	select	VERB
easat-5716	148	14	those	those	PRON
easat-5716	148	15	that	that	PRON
easat-5716	148	16	will	will	AUX
easat-5716	148	17	be	be	AUX
easat-5716	148	18	injected	inject	VERB
easat-5716	148	19	into	into	ADP
easat-5716	148	20	other	other	ADJ
easat-5716	148	21	forecasting	forecasting	NOUN
easat-5716	148	22	models	model	NOUN
easat-5716	148	23	.	.	PUNCT
easat-5716	149	1	the	the	DET
easat-5716	149	2	optimal	optimal	ADJ
easat-5716	149	3	decomposition	decomposition	NOUN
easat-5716	149	4	level	level	NOUN
easat-5716	149	5	to	to	PART
easat-5716	149	6	obtain	obtain	VERB
easat-5716	149	7	the	the	DET
easat-5716	149	8	best	good	ADJ
easat-5716	149	9	results	result	NOUN
easat-5716	149	10	corresponding	correspond	VERB
easat-5716	149	11	to	to	ADP
easat-5716	149	12	each	each	PRON
easat-5716	149	13	of	of	ADP
easat-5716	149	14	the	the	DET
easat-5716	149	15	28	28	NUM
easat-5716	149	16	residences	residence	NOUN
easat-5716	149	17	is	be	AUX
easat-5716	149	18	determined	determine	VERB
easat-5716	149	19	by	by	ADP
easat-5716	149	20	the	the	DET
easat-5716	149	21	following	follow	VERB
easat-5716	149	22	formula	formula	NOUN
easat-5716	149	23	[	[	X
easat-5716	149	24	23	23	NUM
easat-5716	149	25	]	]	PUNCT
easat-5716	149	26	,	,	PUNCT
easat-5716	149	27	𝐿ℎ	𝐿ℎ	PROPN
easat-5716	149	28	=	=	SYM
easat-5716	149	29	𝑖𝑛𝑡[𝑙𝑜𝑔(𝑁ℎ	𝑖𝑛𝑡[𝑙𝑜𝑔(𝑁ℎ	ADJ
easat-5716	149	30	)	)	PUNCT
easat-5716	149	31	]	]	PUNCT
easat-5716	150	1	(	(	PUNCT
easat-5716	150	2	17	17	NUM
easat-5716	150	3	)	)	PUNCT
easat-5716	150	4	where	where	SCONJ
easat-5716	150	5	𝐿ℎ	𝐿ℎ	PROPN
easat-5716	150	6	represents	represent	VERB
easat-5716	150	7	the	the	DET
easat-5716	150	8	maximum	maximum	ADJ
easat-5716	150	9	allowable	allowable	ADJ
easat-5716	150	10	decomposition	decomposition	NOUN
easat-5716	150	11	level	level	NOUN
easat-5716	150	12	by	by	ADP
easat-5716	150	13	the	the	DET
easat-5716	150	14	signal	signal	NOUN
easat-5716	150	15	and	and	CCONJ
easat-5716	150	16	𝑁ℎthe	𝑁ℎthe	DET
easat-5716	150	17	signal	signal	ADJ
easat-5716	150	18	length	length	NOUN
easat-5716	150	19	of	of	ADP
easat-5716	150	20	the	the	DET
easat-5716	150	21	data	datum	NOUN
easat-5716	150	22	collected	collect	VERB
easat-5716	150	23	per	per	ADP
easat-5716	150	24	residence	residence	NOUN
easat-5716	150	25	.	.	PUNCT
easat-5716	151	1	table	table	NOUN
easat-5716	151	2	1	1	NUM
easat-5716	151	3	summarizes	summarize	NOUN
easat-5716	151	4	the	the	DET
easat-5716	151	5	28	28	NUM
easat-5716	151	6	houses	house	NOUN
easat-5716	151	7	and	and	CCONJ
easat-5716	151	8	their	their	PRON
easat-5716	151	9	optimal	optimal	ADJ
easat-5716	151	10	allowable	allowable	ADJ
easat-5716	151	11	decomposition	decomposition	NOUN
easat-5716	151	12	level	level	NOUN
easat-5716	151	13	.	.	PUNCT
easat-5716	152	1	1898	1898	NUM
easat-5716	152	2	edelweiss	edelweiss	PROPN
easat-5716	152	3	applied	apply	VERB
easat-5716	152	4	science	science	NOUN
easat-5716	152	5	and	and	CCONJ
easat-5716	152	6	technology	technology	NOUN
easat-5716	152	7	issn	issn	PROPN
easat-5716	152	8	:	:	PUNCT
easat-5716	152	9	2576	2576	NUM
easat-5716	152	10	-	-	SYM
easat-5716	152	11	8484	8484	NUM
easat-5716	152	12	vol	vol	NOUN
easat-5716	152	13	.	.	PROPN
easat-5716	153	1	9	9	NUM
easat-5716	153	2	,	,	PUNCT
easat-5716	153	3	no	no	INTJ
easat-5716	153	4	.	.	NOUN
easat-5716	154	1	3	3	NUM
easat-5716	154	2	:	:	SYM
easat-5716	154	3	1892	1892	NUM
easat-5716	154	4	-	-	SYM
easat-5716	154	5	1907	1907	NUM
easat-5716	154	6	,	,	PUNCT
easat-5716	154	7	2025	2025	NUM
easat-5716	154	8	doi	doi	NOUN
easat-5716	154	9	:	:	PUNCT
easat-5716	154	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	154	11	©	©	PROPN
easat-5716	154	12	2025	2025	NUM
easat-5716	154	13	by	by	ADP
easat-5716	154	14	the	the	DET
easat-5716	154	15	authors	author	NOUN
easat-5716	154	16	;	;	PUNCT
easat-5716	154	17	licensee	licensee	PROPN
easat-5716	154	18	learning	learn	VERB
easat-5716	154	19	gate	gate	NOUN
easat-5716	154	20	table	table	NOUN
easat-5716	154	21	1	1	NUM
easat-5716	154	22	.	.	PUNCT
easat-5716	155	1	the	the	DET
easat-5716	155	2	level	level	NOUN
easat-5716	155	3	of	of	ADP
easat-5716	155	4	decomposition	decomposition	NOUN
easat-5716	155	5	achieved	achieve	VERB
easat-5716	155	6	for	for	ADP
easat-5716	155	7	each	each	DET
easat-5716	155	8	residence	residence	NOUN
easat-5716	155	9	.	.	PUNCT
easat-5716	156	1	r	r	NOUN
easat-5716	157	1	i	i	NOUN
easat-5716	157	2	r	r	NOUN
easat-5716	157	3	1	1	NUM
easat-5716	157	4	r	r	NOUN
easat-5716	157	5	2	2	NUM
easat-5716	157	6	r	r	NOUN
easat-5716	157	7	3	3	NUM
easat-5716	157	8	r	r	NOUN
easat-5716	157	9	4	4	NUM
easat-5716	157	10	r	r	NOUN
easat-5716	157	11	5	5	NUM
easat-5716	157	12	r	r	NOUN
easat-5716	157	13	6	6	NUM
easat-5716	157	14	r	r	NOUN
easat-5716	157	15	7	7	NUM
easat-5716	157	16	r	r	NOUN
easat-5716	157	17	8	8	NUM
easat-5716	157	18	r	r	NOUN
easat-5716	157	19	9	9	NUM
easat-5716	157	20	r	r	NOUN
easat-5716	157	21	1	1	NUM
easat-5716	157	22	0	0	NUM
easat-5716	157	23	r	r	NOUN
easat-5716	157	24	1	1	NUM
easat-5716	157	25	1	1	NUM
easat-5716	157	26	r	r	NOUN
easat-5716	157	27	1	1	NUM
easat-5716	157	28	2	2	NUM
easat-5716	157	29	r	r	NOUN
easat-5716	157	30	1	1	NUM
easat-5716	157	31	3	3	NUM
easat-5716	157	32	r	r	NOUN
easat-5716	157	33	1	1	NUM
easat-5716	157	34	4	4	NUM
easat-5716	157	35	r	r	NOUN
easat-5716	157	36	1	1	NUM
easat-5716	157	37	5	5	NUM
easat-5716	157	38	r	r	NOUN
easat-5716	157	39	1	1	NUM
easat-5716	157	40	6	6	NUM
easat-5716	157	41	r	r	NOUN
easat-5716	157	42	1	1	NUM
easat-5716	157	43	7	7	NUM
easat-5716	157	44	r	r	NOUN
easat-5716	157	45	1	1	NUM
easat-5716	157	46	8	8	NUM
easat-5716	157	47	r	r	NOUN
easat-5716	157	48	1	1	NUM
easat-5716	157	49	9	9	NUM
easat-5716	157	50	r	r	NOUN
easat-5716	157	51	2	2	NUM
easat-5716	157	52	0	0	NUM
easat-5716	157	53	r	r	NOUN
easat-5716	157	54	2	2	NUM
easat-5716	157	55	1	1	NUM
easat-5716	157	56	r	r	NOUN
easat-5716	157	57	2	2	NUM
easat-5716	157	58	2	2	NUM
easat-5716	157	59	r	r	NOUN
easat-5716	157	60	2	2	NUM
easat-5716	157	61	3	3	NUM
easat-5716	157	62	r	r	NOUN
easat-5716	157	63	2	2	NUM
easat-5716	157	64	4	4	NUM
easat-5716	157	65	r	r	NOUN
easat-5716	157	66	2	2	NUM
easat-5716	157	67	5	5	NUM
easat-5716	157	68	r	r	NOUN
easat-5716	157	69	2	2	NUM
easat-5716	157	70	6	6	NUM
easat-5716	157	71	r	r	NOUN
easat-5716	157	72	2	2	NUM
easat-5716	157	73	7	7	NUM
easat-5716	157	74	r	r	NOUN
easat-5716	157	75	2	2	NUM
easat-5716	157	76	8	8	NUM
easat-5716	157	77	l	l	NOUN
easat-5716	157	78	h	h	NOUN
easat-5716	157	79	3	3	NUM
easat-5716	157	80	3	3	NUM
easat-5716	157	81	2	2	NUM
easat-5716	157	82	1	1	NUM
easat-5716	157	83	4	4	NUM
easat-5716	157	84	3	3	NUM
easat-5716	157	85	1	1	NUM
easat-5716	157	86	1	1	NUM
easat-5716	157	87	4	4	NUM
easat-5716	157	88	4	4	NUM
easat-5716	157	89	2	2	NUM
easat-5716	157	90	4	4	NUM
easat-5716	157	91	3	3	NUM
easat-5716	157	92	3	3	NUM
easat-5716	157	93	3	3	NUM
easat-5716	157	94	2	2	NUM
easat-5716	157	95	1	1	NUM
easat-5716	157	96	1	1	NUM
easat-5716	157	97	2	2	NUM
easat-5716	157	98	2	2	NUM
easat-5716	157	99	3	3	NUM
easat-5716	157	100	3	3	NUM
easat-5716	157	101	3	3	NUM
easat-5716	157	102	3	3	NUM
easat-5716	157	103	4	4	NUM
easat-5716	157	104	1	1	NUM
easat-5716	157	105	3	3	NUM
easat-5716	157	106	3	3	NUM
easat-5716	157	107	figure	figure	NOUN
easat-5716	157	108	3	3	NUM
easat-5716	157	109	shows	show	VERB
easat-5716	157	110	the	the	DET
easat-5716	157	111	order	order	NOUN
easat-5716	157	112	in	in	ADP
easat-5716	157	113	which	which	PRON
easat-5716	157	114	the	the	DET
easat-5716	157	115	different	different	ADJ
easat-5716	157	116	detail	detail	NOUN
easat-5716	157	117	and	and	CCONJ
easat-5716	157	118	approximation	approximation	NOUN
easat-5716	157	119	coefficients	coefficient	NOUN
easat-5716	157	120	are	be	AUX
easat-5716	157	121	obtained	obtain	VERB
easat-5716	157	122	based	base	VERB
easat-5716	157	123	on	on	ADP
easat-5716	157	124	the	the	DET
easat-5716	157	125	decomposition	decomposition	NOUN
easat-5716	157	126	level	level	NOUN
easat-5716	157	127	chosen	choose	VERB
easat-5716	157	128	for	for	ADP
easat-5716	157	129	each	each	DET
easat-5716	157	130	residence	residence	NOUN
easat-5716	157	131	and	and	CCONJ
easat-5716	157	132	the	the	DET
easat-5716	157	133	correspondence	correspondence	NOUN
easat-5716	157	134	between	between	ADP
easat-5716	157	135	the	the	DET
easat-5716	157	136	decomposition	decomposition	NOUN
easat-5716	157	137	level	level	NOUN
easat-5716	157	138	and	and	CCONJ
easat-5716	157	139	the	the	DET
easat-5716	157	140	residences	residence	NOUN
easat-5716	157	141	whose	whose	DET
easat-5716	157	142	signal	signal	ADJ
easat-5716	157	143	length	length	NOUN
easat-5716	157	144	verified	verify	VERB
easat-5716	157	145	by	by	ADP
easat-5716	157	146	relation	relation	NOUN
easat-5716	157	147	17	17	NUM
easat-5716	157	148	gives	give	VERB
easat-5716	157	149	the	the	DET
easat-5716	157	150	concerned	concerned	ADJ
easat-5716	157	151	decomposition	decomposition	NOUN
easat-5716	157	152	level	level	NOUN
easat-5716	157	153	.	.	PUNCT
easat-5716	158	1	figure	figure	NOUN
easat-5716	158	2	3	3	NUM
easat-5716	158	3	.	.	PUNCT
easat-5716	158	4	wavelet	wavelet	NOUN
easat-5716	158	5	decomposition	decomposition	NOUN
easat-5716	158	6	of	of	ADP
easat-5716	158	7	different	different	ADJ
easat-5716	158	8	residences	residence	NOUN
easat-5716	158	9	.	.	PUNCT
easat-5716	159	1	ri	ri	PROPN
easat-5716	159	2	is	be	AUX
easat-5716	159	3	the	the	DET
easat-5716	159	4	residence	residence	NOUN
easat-5716	159	5	at	at	ADP
easat-5716	159	6	rank	rank	PROPN
easat-5716	159	7	i	i	PROPN
easat-5716	159	8	,	,	PUNCT
easat-5716	159	9	with	with	ADP
easat-5716	159	10	i	i	PRON
easat-5716	159	11	ranging	range	VERB
easat-5716	159	12	from	from	ADP
easat-5716	159	13	1	1	NUM
easat-5716	159	14	to	to	ADP
easat-5716	159	15	28	28	NUM
easat-5716	159	16	.	.	PUNCT
easat-5716	160	1	the	the	DET
easat-5716	160	2	next	next	ADJ
easat-5716	160	3	step	step	NOUN
easat-5716	160	4	is	be	AUX
easat-5716	160	5	to	to	PART
easat-5716	160	6	use	use	VERB
easat-5716	160	7	,	,	PUNCT
easat-5716	160	8	according	accord	VERB
easat-5716	160	9	to	to	ADP
easat-5716	160	10	the	the	DET
easat-5716	160	11	appropriate	appropriate	ADJ
easat-5716	160	12	decomposition	decomposition	NOUN
easat-5716	160	13	level	level	NOUN
easat-5716	160	14	,	,	PUNCT
easat-5716	160	15	all	all	DET
easat-5716	160	16	the	the	DET
easat-5716	160	17	detail	detail	NOUN
easat-5716	160	18	coefficients	coefficient	NOUN
easat-5716	160	19	and	and	CCONJ
easat-5716	160	20	the	the	DET
easat-5716	160	21	approximation	approximation	NOUN
easat-5716	160	22	coefficient	coefficient	NOUN
easat-5716	160	23	of	of	ADP
easat-5716	160	24	the	the	DET
easat-5716	160	25	last	last	ADJ
easat-5716	160	26	decomposition	decomposition	NOUN
easat-5716	160	27	level	level	NOUN
easat-5716	160	28	.	.	PUNCT
easat-5716	161	1	table	table	NOUN
easat-5716	161	2	2	2	NUM
easat-5716	161	3	clearly	clearly	ADV
easat-5716	161	4	shows	show	VERB
easat-5716	161	5	each	each	DET
easat-5716	161	6	level	level	NOUN
easat-5716	161	7	of	of	ADP
easat-5716	161	8	decomposition	decomposition	NOUN
easat-5716	161	9	and	and	CCONJ
easat-5716	161	10	the	the	DET
easat-5716	161	11	different	different	ADJ
easat-5716	161	12	coefficients	coefficient	NOUN
easat-5716	161	13	obtained	obtain	VERB
easat-5716	161	14	.	.	PUNCT
easat-5716	161	15	table	table	NOUN
easat-5716	161	16	2	2	NUM
easat-5716	161	17	.	.	PUNCT
easat-5716	161	18	decomposition	decomposition	NOUN
easat-5716	161	19	levels	level	NOUN
easat-5716	161	20	and	and	CCONJ
easat-5716	161	21	obtained	obtain	VERB
easat-5716	161	22	coefficients	coefficient	NOUN
easat-5716	161	23	.	.	PUNCT
easat-5716	162	1	decomposition	decomposition	NOUN
easat-5716	162	2	level	level	NOUN
easat-5716	162	3	coefficients	coefficient	NOUN
easat-5716	162	4	obtained	obtain	VERB
easat-5716	162	5	level	level	NOUN
easat-5716	162	6	1	1	NUM
easat-5716	162	7	aclevel1+dclevel1	aclevel1+dclevel1	PROPN
easat-5716	162	8	level	level	NOUN
easat-5716	162	9	2	2	NUM
easat-5716	162	10	aclevel2+dclevel2+dclevel1	aclevel2+dclevel2+dclevel1	NOUN
easat-5716	162	11	level	level	NOUN
easat-5716	162	12	3	3	NUM
easat-5716	162	13	aclevel3+dclevel3+dclevel2+dclevel1	aclevel3+dclevel3+dclevel2+dclevel1	NOUN
easat-5716	162	14	level	level	NOUN
easat-5716	162	15	4	4	NUM
easat-5716	162	16	aclevel4+dclevel4+dclevel3+dclevel2+dclevel1	aclevel4+dclevel4+dclevel3+dclevel2+dclevel1	NOUN
easat-5716	162	17	daubechies	daubechie	NOUN
easat-5716	162	18	wavelets	wavelet	NOUN
easat-5716	162	19	of	of	ADP
easat-5716	162	20	order	order	NOUN
easat-5716	162	21	3	3	NUM
easat-5716	162	22	are	be	AUX
easat-5716	162	23	chosen	choose	VERB
easat-5716	162	24	as	as	ADP
easat-5716	162	25	the	the	DET
easat-5716	162	26	mother	mother	NOUN
easat-5716	162	27	wavelet	wavelet	NOUN
easat-5716	162	28	due	due	ADP
easat-5716	162	29	to	to	ADP
easat-5716	162	30	their	their	PRON
easat-5716	162	31	optimal	optimal	ADJ
easat-5716	162	32	adaptation	adaptation	NOUN
easat-5716	162	33	and	and	CCONJ
easat-5716	162	34	their	their	PRON
easat-5716	162	35	ability	ability	NOUN
easat-5716	162	36	to	to	PART
easat-5716	162	37	more	more	ADV
easat-5716	162	38	easily	easily	ADV
easat-5716	162	39	identify	identify	VERB
easat-5716	162	40	the	the	DET
easat-5716	162	41	information	information	NOUN
easat-5716	162	42	carried	carry	VERB
easat-5716	162	43	by	by	ADP
easat-5716	162	44	residential	residential	ADJ
easat-5716	162	45	electrical	electrical	ADJ
easat-5716	162	46	load	load	NOUN
easat-5716	162	47	signals	signal	NOUN
easat-5716	162	48	[	[	X
easat-5716	162	49	24	24	NUM
easat-5716	162	50	]	]	PUNCT
easat-5716	162	51	.	.	PUNCT
easat-5716	163	1	1899	1899	NUM
easat-5716	163	2	edelweiss	edelweiss	PROPN
easat-5716	163	3	applied	apply	VERB
easat-5716	163	4	science	science	NOUN
easat-5716	163	5	and	and	CCONJ
easat-5716	163	6	technology	technology	NOUN
easat-5716	163	7	issn	issn	PROPN
easat-5716	163	8	:	:	PUNCT
easat-5716	163	9	2576	2576	NUM
easat-5716	163	10	-	-	SYM
easat-5716	163	11	8484	8484	NUM
easat-5716	163	12	vol	vol	NOUN
easat-5716	163	13	.	.	PROPN
easat-5716	164	1	9	9	NUM
easat-5716	164	2	,	,	PUNCT
easat-5716	164	3	no	no	INTJ
easat-5716	164	4	.	.	NOUN
easat-5716	165	1	3	3	NUM
easat-5716	165	2	:	:	SYM
easat-5716	165	3	1892	1892	NUM
easat-5716	165	4	-	-	SYM
easat-5716	165	5	1907	1907	NUM
easat-5716	165	6	,	,	PUNCT
easat-5716	165	7	2025	2025	NUM
easat-5716	165	8	doi	doi	NOUN
easat-5716	165	9	:	:	PUNCT
easat-5716	165	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	165	11	©	©	PROPN
easat-5716	165	12	2025	2025	NUM
easat-5716	165	13	by	by	ADP
easat-5716	165	14	the	the	DET
easat-5716	165	15	authors	author	NOUN
easat-5716	165	16	;	;	PUNCT
easat-5716	165	17	licensee	licensee	PROPN
easat-5716	165	18	learning	learn	VERB
easat-5716	165	19	gate	gate	PROPN
easat-5716	165	20	3.5.1	3.5.1	PROPN
easat-5716	165	21	.	.	PUNCT
easat-5716	166	1	wavelet	wavelet	NOUN
easat-5716	166	2	coupled	couple	VERB
easat-5716	166	3	to	to	ADP
easat-5716	166	4	neural	neural	ADJ
easat-5716	166	5	network	network	NOUN
easat-5716	166	6	and	and	CCONJ
easat-5716	166	7	arima	arima	PROPN
easat-5716	166	8	(	(	PUNCT
easat-5716	166	9	wnna	wnna	PROPN
easat-5716	166	10	)	)	PUNCT
easat-5716	166	11	the	the	DET
easat-5716	166	12	hybrid	hybrid	ADJ
easat-5716	166	13	wavelet	wavelet	NOUN
easat-5716	166	14	-	-	PUNCT
easat-5716	166	15	neural	neural	ADJ
easat-5716	166	16	network	network	NOUN
easat-5716	166	17	-	-	PUNCT
easat-5716	166	18	arima	arima	NOUN
easat-5716	166	19	model	model	NOUN
easat-5716	166	20	consists	consist	VERB
easat-5716	166	21	of	of	ADP
easat-5716	166	22	several	several	ADJ
easat-5716	166	23	steps	step	NOUN
easat-5716	166	24	.	.	PUNCT
easat-5716	167	1	the	the	DET
easat-5716	167	2	first	first	ADJ
easat-5716	167	3	step	step	NOUN
easat-5716	167	4	involves	involve	VERB
easat-5716	167	5	performing	perform	VERB
easat-5716	167	6	discrete	discrete	ADJ
easat-5716	167	7	wavelet	wavelet	NOUN
easat-5716	167	8	decomposition	decomposition	NOUN
easat-5716	167	9	.	.	PUNCT
easat-5716	168	1	after	after	ADP
easat-5716	168	2	obtaining	obtain	VERB
easat-5716	168	3	the	the	DET
easat-5716	168	4	various	various	ADJ
easat-5716	168	5	coefficients	coefficient	NOUN
easat-5716	168	6	from	from	ADP
easat-5716	168	7	the	the	DET
easat-5716	168	8	decomposition	decomposition	NOUN
easat-5716	168	9	,	,	PUNCT
easat-5716	168	10	the	the	DET
easat-5716	168	11	approximation	approximation	NOUN
easat-5716	168	12	coefficient	coefficient	NOUN
easat-5716	168	13	from	from	ADP
easat-5716	168	14	the	the	DET
easat-5716	168	15	last	last	ADJ
easat-5716	168	16	level	level	NOUN
easat-5716	168	17	of	of	ADP
easat-5716	168	18	decomposition	decomposition	NOUN
easat-5716	168	19	and	and	CCONJ
easat-5716	168	20	all	all	DET
easat-5716	168	21	the	the	DET
easat-5716	168	22	detail	detail	NOUN
easat-5716	168	23	coefficients	coefficient	NOUN
easat-5716	168	24	obtained	obtain	VERB
easat-5716	168	25	from	from	ADP
easat-5716	168	26	the	the	DET
easat-5716	168	27	first	first	ADJ
easat-5716	168	28	level	level	NOUN
easat-5716	168	29	to	to	ADP
easat-5716	168	30	the	the	DET
easat-5716	168	31	last	last	ADJ
easat-5716	168	32	level	level	NOUN
easat-5716	168	33	of	of	ADP
easat-5716	168	34	decomposition	decomposition	NOUN
easat-5716	168	35	are	be	AUX
easat-5716	168	36	retained	retain	VERB
easat-5716	168	37	for	for	ADP
easat-5716	168	38	further	further	ADJ
easat-5716	168	39	modeling	modeling	NOUN
easat-5716	168	40	.	.	PUNCT
easat-5716	169	1	the	the	DET
easat-5716	169	2	second	second	ADJ
easat-5716	169	3	step	step	NOUN
easat-5716	169	4	involves	involve	VERB
easat-5716	169	5	using	use	VERB
easat-5716	169	6	the	the	DET
easat-5716	169	7	approximation	approximation	NOUN
easat-5716	169	8	coefficient	coefficient	NOUN
easat-5716	169	9	(	(	PUNCT
easat-5716	169	10	aclevel	aclevel	NOUN
easat-5716	169	11	n	n	CCONJ
easat-5716	169	12	)	)	PUNCT
easat-5716	169	13	to	to	PART
easat-5716	169	14	inject	inject	VERB
easat-5716	169	15	it	it	PRON
easat-5716	169	16	into	into	ADP
easat-5716	169	17	the	the	DET
easat-5716	169	18	arima	arima	PROPN
easat-5716	169	19	model	model	NOUN
easat-5716	169	20	and	and	CCONJ
easat-5716	169	21	the	the	DET
easat-5716	169	22	detail	detail	NOUN
easat-5716	169	23	coefficients	coefficient	NOUN
easat-5716	169	24	(	(	PUNCT
easat-5716	169	25	dclevel	dclevel	NOUN
easat-5716	169	26	n	n	CCONJ
easat-5716	169	27	,	,	PUNCT
easat-5716	169	28	dclevel	dclevel	NOUN
easat-5716	169	29	n-1	n-1	NOUN
easat-5716	169	30	,	,	PUNCT
easat-5716	169	31	...	...	PUNCT
easat-5716	169	32	,	,	PUNCT
easat-5716	169	33	dclevel	dclevel	NOUN
easat-5716	169	34	1	1	NUM
easat-5716	169	35	)	)	PUNCT
easat-5716	169	36	to	to	PART
easat-5716	169	37	inject	inject	VERB
easat-5716	169	38	them	they	PRON
easat-5716	169	39	separately	separately	ADV
easat-5716	169	40	into	into	ADP
easat-5716	169	41	the	the	DET
easat-5716	169	42	neural	neural	ADJ
easat-5716	169	43	network	network	NOUN
easat-5716	169	44	model	model	NOUN
easat-5716	169	45	for	for	ADP
easat-5716	169	46	prediction	prediction	NOUN
easat-5716	169	47	purposes	purpose	NOUN
easat-5716	169	48	(	(	PUNCT
easat-5716	169	49	n	n	CCONJ
easat-5716	169	50	represents	represent	VERB
easat-5716	169	51	the	the	DET
easat-5716	169	52	maximum	maximum	ADJ
easat-5716	169	53	decomposition	decomposition	NOUN
easat-5716	169	54	level	level	NOUN
easat-5716	169	55	of	of	ADP
easat-5716	169	56	the	the	DET
easat-5716	169	57	electrical	electrical	ADJ
easat-5716	169	58	energy	energy	NOUN
easat-5716	169	59	data	datum	NOUN
easat-5716	169	60	of	of	ADP
easat-5716	169	61	residence	residence	NOUN
easat-5716	169	62	ri	ri	PROPN
easat-5716	169	63	)	)	PUNCT
easat-5716	169	64	.	.	PUNCT
easat-5716	170	1	the	the	DET
easat-5716	170	2	final	final	ADJ
easat-5716	170	3	step	step	NOUN
easat-5716	170	4	involves	involve	VERB
easat-5716	170	5	predicting	predict	VERB
easat-5716	170	6	the	the	DET
easat-5716	170	7	different	different	ADJ
easat-5716	170	8	coefficients	coefficient	NOUN
easat-5716	170	9	and	and	CCONJ
easat-5716	170	10	summing	sum	VERB
easat-5716	170	11	these	these	DET
easat-5716	170	12	predicted	predict	VERB
easat-5716	170	13	coefficients	coefficient	NOUN
easat-5716	170	14	to	to	PART
easat-5716	170	15	obtain	obtain	VERB
easat-5716	170	16	the	the	DET
easat-5716	170	17	final	final	ADJ
easat-5716	170	18	prediction	prediction	NOUN
easat-5716	170	19	.	.	PUNCT
easat-5716	171	1	figure	figure	NOUN
easat-5716	171	2	4	4	NUM
easat-5716	171	3	represents	represent	VERB
easat-5716	171	4	the	the	DET
easat-5716	171	5	flowchart	flowchart	NOUN
easat-5716	171	6	followed	follow	VERB
easat-5716	171	7	to	to	PART
easat-5716	171	8	model	model	VERB
easat-5716	171	9	the	the	DET
easat-5716	171	10	hybrid	hybrid	PROPN
easat-5716	171	11	wnna	wnna	PROPN
easat-5716	171	12	model	model	PROPN
easat-5716	171	13	.	.	PUNCT
easat-5716	172	1	figure	figure	VERB
easat-5716	172	2	4	4	NUM
easat-5716	172	3	.	.	PUNCT
easat-5716	172	4	diagram	diagram	NOUN
easat-5716	172	5	characterizing	characterize	VERB
easat-5716	172	6	the	the	DET
easat-5716	172	7	wnna	wnna	PROPN
easat-5716	172	8	model	model	NOUN
easat-5716	172	9	.	.	PUNCT
easat-5716	173	1	due	due	ADP
easat-5716	173	2	to	to	ADP
easat-5716	173	3	the	the	DET
easat-5716	173	4	fact	fact	NOUN
easat-5716	173	5	that	that	SCONJ
easat-5716	173	6	the	the	DET
easat-5716	173	7	approximation	approximation	NOUN
easat-5716	173	8	parts	part	NOUN
easat-5716	173	9	are	be	AUX
easat-5716	173	10	low	low	ADJ
easat-5716	173	11	-	-	PUNCT
easat-5716	173	12	frequency	frequency	NOUN
easat-5716	173	13	components	component	NOUN
easat-5716	173	14	showing	show	VERB
easat-5716	173	15	the	the	DET
easat-5716	173	16	signal	signal	ADJ
easat-5716	173	17	trend	trend	NOUN
easat-5716	173	18	,	,	PUNCT
easat-5716	173	19	aclevel	aclevel	NOUN
easat-5716	173	20	n	n	NOUN
easat-5716	173	21	will	will	AUX
easat-5716	173	22	be	be	AUX
easat-5716	173	23	modeled	model	VERB
easat-5716	173	24	with	with	ADP
easat-5716	173	25	the	the	DET
easat-5716	173	26	arima	arima	PROPN
easat-5716	173	27	model	model	NOUN
easat-5716	173	28	.	.	PUNCT
easat-5716	174	1	the	the	DET
easat-5716	174	2	detail	detail	NOUN
easat-5716	174	3	parts	part	NOUN
easat-5716	174	4	,	,	PUNCT
easat-5716	174	5	on	on	ADP
easat-5716	174	6	the	the	DET
easat-5716	174	7	other	other	ADJ
easat-5716	174	8	hand	hand	NOUN
easat-5716	174	9	,	,	PUNCT
easat-5716	174	10	represent	represent	VERB
easat-5716	174	11	high	high	ADJ
easat-5716	174	12	-	-	PUNCT
easat-5716	174	13	frequency	frequency	NOUN
easat-5716	174	14	components	component	NOUN
easat-5716	174	15	that	that	PRON
easat-5716	174	16	contain	contain	VERB
easat-5716	174	17	a	a	DET
easat-5716	174	18	lot	lot	NOUN
easat-5716	174	19	of	of	ADP
easat-5716	174	20	undesirable	undesirable	ADJ
easat-5716	174	21	noise	noise	NOUN
easat-5716	174	22	.	.	PUNCT
easat-5716	175	1	this	this	DET
easat-5716	175	2	noise	noise	NOUN
easat-5716	175	3	is	be	AUX
easat-5716	175	4	preprocessed	preprocesse	VERB
easat-5716	175	5	using	use	VERB
easat-5716	175	6	denoising	denoising	NOUN
easat-5716	175	7	techniques	technique	NOUN
easat-5716	175	8	.	.	PUNCT
easat-5716	176	1	after	after	ADP
easat-5716	176	2	this	this	DET
easat-5716	176	3	preprocessing	preprocessing	NOUN
easat-5716	176	4	,	,	PUNCT
easat-5716	176	5	the	the	DET
easat-5716	176	6	detail	detail	NOUN
easat-5716	176	7	coefficients	coefficient	NOUN
easat-5716	176	8	are	be	AUX
easat-5716	176	9	less	less	ADV
easat-5716	176	10	noisy	noisy	ADJ
easat-5716	176	11	but	but	CCONJ
easat-5716	176	12	exhibit	exhibit	VERB
easat-5716	176	13	complexity	complexity	NOUN
easat-5716	176	14	and	and	CCONJ
easat-5716	176	15	non	non	ADJ
easat-5716	176	16	-	-	NOUN
easat-5716	176	17	linearity	linearity	NOUN
easat-5716	176	18	.	.	PUNCT
easat-5716	177	1	therefore	therefore	ADV
easat-5716	177	2	,	,	PUNCT
easat-5716	177	3	the	the	DET
easat-5716	177	4	neural	neural	ADJ
easat-5716	177	5	network	network	NOUN
easat-5716	177	6	model	model	NOUN
easat-5716	177	7	is	be	AUX
easat-5716	177	8	used	use	VERB
easat-5716	177	9	to	to	PART
easat-5716	177	10	model	model	VERB
easat-5716	177	11	the	the	DET
easat-5716	177	12	coefficients	coefficient	NOUN
easat-5716	177	13	dclevel	dclevel	VERB
easat-5716	177	14	n	n	CCONJ
easat-5716	177	15	,	,	PUNCT
easat-5716	177	16	dclevel	dclevel	NOUN
easat-5716	177	17	n-1	n-1	NOUN
easat-5716	177	18	,	,	PUNCT
easat-5716	177	19	...	...	PUNCT
easat-5716	177	20	,	,	PUNCT
easat-5716	177	21	dclevel	dclevel	ADJ
easat-5716	177	22	1	1	NUM
easat-5716	177	23	.	.	PUNCT
easat-5716	178	1	3.5.2	3.5.2	NUM
easat-5716	178	2	.	.	NOUN
easat-5716	178	3	wavelet	wavelet	NOUN
easat-5716	178	4	coupled	couple	VERB
easat-5716	178	5	to	to	ADP
easat-5716	178	6	neural	neural	ADJ
easat-5716	178	7	network	network	NOUN
easat-5716	178	8	and	and	CCONJ
easat-5716	178	9	kalman	kalman	PROPN
easat-5716	178	10	(	(	PUNCT
easat-5716	178	11	wnnk	wnnk	PROPN
easat-5716	178	12	)	)	PUNCT
easat-5716	178	13	the	the	DET
easat-5716	178	14	hybrid	hybrid	NOUN
easat-5716	178	15	model	model	NOUN
easat-5716	178	16	proposed	propose	VERB
easat-5716	178	17	in	in	ADP
easat-5716	178	18	this	this	DET
easat-5716	178	19	section	section	NOUN
easat-5716	178	20	is	be	AUX
easat-5716	178	21	based	base	VERB
easat-5716	178	22	on	on	ADP
easat-5716	178	23	wavelet	wavelet	NOUN
easat-5716	178	24	decomposition	decomposition	NOUN
easat-5716	178	25	,	,	PUNCT
easat-5716	178	26	the	the	DET
easat-5716	178	27	kalman	kalman	PROPN
easat-5716	178	28	filter	filter	NOUN
easat-5716	178	29	,	,	PUNCT
easat-5716	178	30	and	and	CCONJ
easat-5716	178	31	neural	neural	ADJ
easat-5716	178	32	networks	network	NOUN
easat-5716	178	33	.	.	PUNCT
easat-5716	179	1	the	the	DET
easat-5716	179	2	approximation	approximation	NOUN
easat-5716	179	3	and	and	CCONJ
easat-5716	179	4	detail	detail	NOUN
easat-5716	179	5	coefficients	coefficient	NOUN
easat-5716	179	6	are	be	AUX
easat-5716	179	7	separately	separately	ADV
easat-5716	179	8	introduced	introduce	VERB
easat-5716	179	9	into	into	ADP
easat-5716	179	10	the	the	DET
easat-5716	179	11	kalman	kalman	NOUN
easat-5716	179	12	filter	filter	NOUN
easat-5716	179	13	algorithm	algorithm	PROPN
easat-5716	179	14	,	,	PUNCT
easat-5716	179	15	which	which	PRON
easat-5716	179	16	eliminates	eliminate	VERB
easat-5716	179	17	interferences	interference	NOUN
easat-5716	179	18	and	and	CCONJ
easat-5716	179	19	reduces	reduce	VERB
easat-5716	179	20	noise	noise	NOUN
easat-5716	179	21	on	on	ADP
easat-5716	179	22	each	each	DET
easat-5716	179	23	coefficient	coefficient	NOUN
easat-5716	179	24	.	.	PUNCT
easat-5716	180	1	after	after	ADP
easat-5716	180	2	processing	process	VERB
easat-5716	180	3	by	by	ADP
easat-5716	180	4	the	the	DET
easat-5716	180	5	kalman	kalman	PROPN
easat-5716	180	6	filter	filter	PROPN
easat-5716	180	7	,	,	PUNCT
easat-5716	180	8	we	we	PRON
easat-5716	180	9	obtain	obtain	VERB
easat-5716	180	10	the	the	DET
easat-5716	180	11	estimates	estimate	NOUN
easat-5716	180	12	of	of	ADP
easat-5716	180	13	each	each	DET
easat-5716	180	14	coefficient	coefficient	NOUN
easat-5716	180	15	.	.	PUNCT
easat-5716	181	1	at	at	ADP
easat-5716	181	2	the	the	DET
easat-5716	181	3	input	input	NOUN
easat-5716	181	4	,	,	PUNCT
easat-5716	181	5	the	the	DET
easat-5716	181	6	coefficients	coefficient	NOUN
easat-5716	181	7	aclevel	aclevel	VERB
easat-5716	181	8	n(i-1	n(i-1	NOUN
easat-5716	181	9	)	)	PUNCT
easat-5716	181	10	,	,	PUNCT
easat-5716	181	11	dclevel	dclevel	NOUN
easat-5716	181	12	n(i-1	n(i-1	NOUN
easat-5716	181	13	)	)	PUNCT
easat-5716	181	14	,	,	PUNCT
easat-5716	181	15	aclevel	aclevel	NOUN
easat-5716	181	16	n-1(i-1	n-1(i-1	ADJ
easat-5716	181	17	)	)	PUNCT
easat-5716	181	18	,	,	PUNCT
easat-5716	181	19	...	...	PUNCT
easat-5716	181	20	,	,	PUNCT
easat-5716	181	21	dclevel	dclevel	ADJ
easat-5716	181	22	1(i-1	1(i-1	NUM
easat-5716	181	23	)	)	PUNCT
easat-5716	181	24	become	become	VERB
easat-5716	181	25	,	,	PUNCT
easat-5716	181	26	respectively	respectively	ADV
easat-5716	181	27	,	,	PUNCT
easat-5716	181	28	at	at	ADP
easat-5716	181	29	the	the	DET
easat-5716	181	30	output	output	NOUN
easat-5716	181	31	of	of	ADP
easat-5716	181	32	the	the	DET
easat-5716	181	33	kalman	kalman	PROPN
easat-5716	181	34	filter	filter	PROPN
easat-5716	181	35	,	,	PUNCT
easat-5716	181	36	aclevel	aclevel	ADJ
easat-5716	181	37	n(i	n(i	PROPN
easat-5716	181	38	)	)	PUNCT
easat-5716	181	39	,	,	PUNCT
easat-5716	181	40	dclevel	dclevel	VERB
easat-5716	181	41	n(i	n(i	PROPN
easat-5716	181	42	)	)	PUNCT
easat-5716	181	43	,	,	PUNCT
easat-5716	181	44	aclevel	aclevel	NOUN
easat-5716	181	45	n-1(i	n-1(i	PROPN
easat-5716	181	46	)	)	PUNCT
easat-5716	181	47	,	,	PUNCT
easat-5716	181	48	...	...	PUNCT
easat-5716	181	49	,	,	PUNCT
easat-5716	181	50	dclevel	dclevel	ADJ
easat-5716	181	51	1(i	1(i	NUM
easat-5716	181	52	)	)	PUNCT
easat-5716	181	53	.	.	PUNCT
easat-5716	182	1	ei	ei	NOUN
easat-5716	182	2	represents	represent	VERB
easat-5716	182	3	the	the	DET
easat-5716	182	4	set	set	NOUN
easat-5716	182	5	of	of	ADP
easat-5716	182	6	these	these	DET
easat-5716	182	7	1900	1900	NUM
easat-5716	182	8	edelweiss	edelweiss	PROPN
easat-5716	182	9	applied	apply	VERB
easat-5716	182	10	science	science	NOUN
easat-5716	182	11	and	and	CCONJ
easat-5716	182	12	technology	technology	NOUN
easat-5716	182	13	issn	issn	PROPN
easat-5716	182	14	:	:	PUNCT
easat-5716	182	15	2576	2576	NUM
easat-5716	182	16	-	-	SYM
easat-5716	182	17	8484	8484	NUM
easat-5716	182	18	vol	vol	NOUN
easat-5716	182	19	.	.	PROPN
easat-5716	183	1	9	9	NUM
easat-5716	183	2	,	,	PUNCT
easat-5716	183	3	no	no	INTJ
easat-5716	183	4	.	.	NOUN
easat-5716	184	1	3	3	NUM
easat-5716	184	2	:	:	SYM
easat-5716	184	3	1892	1892	NUM
easat-5716	184	4	-	-	SYM
easat-5716	184	5	1907	1907	NUM
easat-5716	184	6	,	,	PUNCT
easat-5716	184	7	2025	2025	NUM
easat-5716	184	8	doi	doi	NOUN
easat-5716	184	9	:	:	PUNCT
easat-5716	184	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	184	11	©	©	PROPN
easat-5716	184	12	2025	2025	NUM
easat-5716	184	13	by	by	ADP
easat-5716	184	14	the	the	DET
easat-5716	184	15	authors	author	NOUN
easat-5716	184	16	;	;	PUNCT
easat-5716	184	17	licensee	licensee	PROPN
easat-5716	184	18	learning	learn	VERB
easat-5716	184	19	gate	gate	PROPN
easat-5716	184	20	coefficients	coefficient	NOUN
easat-5716	184	21	obtained	obtain	VERB
easat-5716	184	22	at	at	ADP
easat-5716	184	23	the	the	DET
easat-5716	184	24	output	output	NOUN
easat-5716	184	25	of	of	ADP
easat-5716	184	26	the	the	DET
easat-5716	184	27	kalman	kalman	PROPN
easat-5716	184	28	filter	filter	PROPN
easat-5716	184	29	,	,	PUNCT
easat-5716	184	30	so	so	SCONJ
easat-5716	184	31	e1	e1	NOUN
easat-5716	184	32	would	would	AUX
easat-5716	184	33	be	be	AUX
easat-5716	184	34	equal	equal	ADJ
easat-5716	184	35	to	to	ADP
easat-5716	184	36	the	the	DET
easat-5716	184	37	coefficient	coefficient	NOUN
easat-5716	184	38	aclevel	aclevel	NOUN
easat-5716	184	39	n(1	n(1	PROPN
easat-5716	184	40	)	)	PUNCT
easat-5716	184	41	,	,	PUNCT
easat-5716	184	42	dclevel	dclevel	VERB
easat-5716	184	43	n(1	n(1	NOUN
easat-5716	184	44	)	)	PUNCT
easat-5716	184	45	,	,	PUNCT
easat-5716	184	46	aclevel	aclevel	NOUN
easat-5716	184	47	n-1(1	n-1(1	ADJ
easat-5716	184	48	)	)	PUNCT
easat-5716	184	49	,	,	PUNCT
easat-5716	184	50	...	...	PUNCT
easat-5716	184	51	,	,	PUNCT
easat-5716	184	52	dclevel	dclevel	ADJ
easat-5716	184	53	1(1	1(1	NUM
easat-5716	184	54	)	)	PUNCT
easat-5716	184	55	,	,	PUNCT
easat-5716	184	56	considered	consider	VERB
easat-5716	184	57	separately	separately	ADV
easat-5716	184	58	when	when	SCONJ
easat-5716	184	59	injected	inject	VERB
easat-5716	184	60	into	into	ADP
easat-5716	184	61	the	the	DET
easat-5716	184	62	neural	neural	ADJ
easat-5716	184	63	network	network	NOUN
easat-5716	184	64	model	model	NOUN
easat-5716	184	65	.	.	PUNCT
easat-5716	185	1	e2	e2	PROPN
easat-5716	185	2	,	,	PUNCT
easat-5716	185	3	in	in	ADP
easat-5716	185	4	turn	turn	NOUN
easat-5716	185	5	,	,	PUNCT
easat-5716	185	6	will	will	AUX
easat-5716	185	7	be	be	AUX
easat-5716	185	8	equal	equal	ADJ
easat-5716	185	9	to	to	AUX
easat-5716	185	10	aclevel	aclevel	VERB
easat-5716	185	11	n(2	n(2	PROPN
easat-5716	185	12	)	)	PUNCT
easat-5716	185	13	,	,	PUNCT
easat-5716	185	14	dclevel	dclevel	ADJ
easat-5716	185	15	n(2	n(2	NOUN
easat-5716	185	16	)	)	PUNCT
easat-5716	185	17	,	,	PUNCT
easat-5716	185	18	aclevel	aclevel	NOUN
easat-5716	185	19	n-1(2	n-1(2	NOUN
easat-5716	185	20	)	)	PUNCT
easat-5716	185	21	,	,	PUNCT
easat-5716	185	22	...	...	PUNCT
easat-5716	185	23	,	,	PUNCT
easat-5716	185	24	dclevel	dclevel	ADJ
easat-5716	185	25	1(2	1(2	NUM
easat-5716	185	26	)	)	PUNCT
easat-5716	185	27	,	,	PUNCT
easat-5716	185	28	and	and	CCONJ
easat-5716	185	29	so	so	ADV
easat-5716	185	30	on	on	ADP
easat-5716	185	31	up	up	ADP
easat-5716	185	32	to	to	PART
easat-5716	185	33	ei	ei	PROPN
easat-5716	185	34	.	.	PUNCT
easat-5716	185	35	yi	yi	PROPN
easat-5716	185	36	represents	represent	VERB
easat-5716	185	37	the	the	DET
easat-5716	185	38	output	output	NOUN
easat-5716	185	39	of	of	ADP
easat-5716	185	40	the	the	DET
easat-5716	185	41	neural	neural	ADJ
easat-5716	185	42	networks	network	NOUN
easat-5716	185	43	where	where	SCONJ
easat-5716	185	44	the	the	DET
easat-5716	185	45	sum	sum	NOUN
easat-5716	185	46	of	of	ADP
easat-5716	185	47	the	the	DET
easat-5716	185	48	different	different	ADJ
easat-5716	185	49	coefficient	coefficient	NOUN
easat-5716	185	50	estimates	estimate	NOUN
easat-5716	185	51	is	be	AUX
easat-5716	185	52	already	already	ADV
easat-5716	185	53	applied	apply	VERB
easat-5716	185	54	.	.	PUNCT
easat-5716	186	1	figure	figure	NOUN
easat-5716	186	2	5	5	NUM
easat-5716	186	3	.	.	PUNCT
easat-5716	186	4	outlines	outline	VERB
easat-5716	186	5	the	the	DET
easat-5716	186	6	structure	structure	NOUN
easat-5716	186	7	of	of	ADP
easat-5716	186	8	the	the	DET
easat-5716	186	9	hybrid	hybrid	ADJ
easat-5716	186	10	wnnk	wnnk	NOUN
easat-5716	186	11	model	model	NOUN
easat-5716	186	12	.	.	PUNCT
easat-5716	187	1	this	this	DET
easat-5716	187	2	method	method	NOUN
easat-5716	187	3	,	,	PUNCT
easat-5716	187	4	identified	identify	VERB
easat-5716	187	5	as	as	ADP
easat-5716	187	6	a	a	DET
easat-5716	187	7	robust	robust	ADJ
easat-5716	187	8	method	method	NOUN
easat-5716	187	9	due	due	ADP
easat-5716	187	10	to	to	ADP
easat-5716	187	11	the	the	DET
easat-5716	187	12	non	non	NOUN
easat-5716	187	13	-	-	NOUN
easat-5716	187	14	linearity	linearity	NOUN
easat-5716	187	15	of	of	ADP
easat-5716	187	16	electrical	electrical	ADJ
easat-5716	187	17	energy	energy	NOUN
easat-5716	187	18	data	datum	NOUN
easat-5716	187	19	,	,	PUNCT
easat-5716	187	20	is	be	AUX
easat-5716	187	21	applied	apply	VERB
easat-5716	187	22	to	to	ADP
easat-5716	187	23	the	the	DET
easat-5716	187	24	entire	entire	ADJ
easat-5716	187	25	dataset	dataset	NOUN
easat-5716	187	26	of	of	ADP
easat-5716	187	27	each	each	DET
easat-5716	187	28	residence	residence	NOUN
easat-5716	187	29	for	for	ADP
easat-5716	187	30	forecasting	forecasting	NOUN
easat-5716	187	31	.	.	PUNCT
easat-5716	188	1	3.5.3	3.5.3	NUM
easat-5716	188	2	.	.	PUNCT
easat-5716	188	3	wavelet	wavelet	NOUN
easat-5716	188	4	coupled	couple	VERB
easat-5716	188	5	to	to	ADP
easat-5716	188	6	arima	arima	PROPN
easat-5716	188	7	and	and	CCONJ
easat-5716	188	8	kalman	kalman	PROPN
easat-5716	188	9	(	(	PUNCT
easat-5716	188	10	wka	wka	PROPN
easat-5716	188	11	)	)	PUNCT
easat-5716	188	12	this	this	DET
easat-5716	188	13	method	method	NOUN
easat-5716	188	14	,	,	PUNCT
easat-5716	188	15	based	base	VERB
easat-5716	188	16	on	on	ADP
easat-5716	188	17	discrete	discrete	ADJ
easat-5716	188	18	wavelet	wavelet	NOUN
easat-5716	188	19	decomposition	decomposition	NOUN
easat-5716	188	20	,	,	PUNCT
easat-5716	188	21	the	the	DET
easat-5716	188	22	kalman	kalman	PROPN
easat-5716	188	23	filter	filter	NOUN
easat-5716	188	24	,	,	PUNCT
easat-5716	188	25	and	and	CCONJ
easat-5716	188	26	the	the	DET
easat-5716	188	27	arima	arima	PROPN
easat-5716	188	28	model	model	NOUN
easat-5716	188	29	,	,	PUNCT
easat-5716	188	30	combines	combine	VERB
easat-5716	188	31	the	the	DET
easat-5716	188	32	advantages	advantage	NOUN
easat-5716	188	33	of	of	ADP
easat-5716	188	34	wavelets	wavelet	NOUN
easat-5716	188	35	for	for	ADP
easat-5716	188	36	signal	signal	ADJ
easat-5716	188	37	decomposition	decomposition	NOUN
easat-5716	188	38	,	,	PUNCT
easat-5716	188	39	the	the	DET
easat-5716	188	40	kalman	kalman	PROPN
easat-5716	188	41	filter	filter	NOUN
easat-5716	188	42	for	for	ADP
easat-5716	188	43	state	state	NOUN
easat-5716	188	44	estimation	estimation	NOUN
easat-5716	188	45	of	of	ADP
easat-5716	188	46	each	each	DET
easat-5716	188	47	coefficient	coefficient	NOUN
easat-5716	188	48	obtained	obtain	VERB
easat-5716	188	49	after	after	ADP
easat-5716	188	50	decomposition	decomposition	NOUN
easat-5716	188	51	,	,	PUNCT
easat-5716	188	52	and	and	CCONJ
easat-5716	188	53	arima	arima	NOUN
easat-5716	188	54	for	for	ADP
easat-5716	188	55	final	final	ADJ
easat-5716	188	56	modeling	modeling	NOUN
easat-5716	188	57	.	.	PUNCT
easat-5716	189	1	after	after	ADP
easat-5716	189	2	the	the	DET
easat-5716	189	3	final	final	ADJ
easat-5716	189	4	prediction	prediction	NOUN
easat-5716	189	5	of	of	ADP
easat-5716	189	6	the	the	DET
easat-5716	189	7	different	different	ADJ
easat-5716	189	8	coefficients	coefficient	NOUN
easat-5716	189	9	,	,	PUNCT
easat-5716	189	10	we	we	PRON
easat-5716	189	11	obtain	obtain	VERB
easat-5716	189	12	yi	yi	NOUN
easat-5716	189	13	,	,	PUNCT
easat-5716	189	14	which	which	PRON
easat-5716	189	15	represents	represent	VERB
easat-5716	189	16	the	the	DET
easat-5716	189	17	sum	sum	NOUN
easat-5716	189	18	of	of	ADP
easat-5716	189	19	the	the	DET
easat-5716	189	20	predictions	prediction	NOUN
easat-5716	189	21	of	of	ADP
easat-5716	189	22	the	the	DET
easat-5716	189	23	different	different	ADJ
easat-5716	189	24	coefficients	coefficient	NOUN
easat-5716	189	25	at	at	ADP
easat-5716	189	26	the	the	DET
easat-5716	189	27	output	output	NOUN
easat-5716	189	28	of	of	ADP
easat-5716	189	29	the	the	DET
easat-5716	189	30	arima	arima	PROPN
easat-5716	189	31	model	model	NOUN
easat-5716	189	32	.	.	PUNCT
easat-5716	190	1	figure	figure	NOUN
easat-5716	190	2	6	6	NUM
easat-5716	190	3	shows	show	VERB
easat-5716	190	4	the	the	DET
easat-5716	190	5	structural	structural	ADJ
easat-5716	190	6	diagram	diagram	NOUN
easat-5716	190	7	of	of	ADP
easat-5716	190	8	the	the	DET
easat-5716	190	9	hybrid	hybrid	ADJ
easat-5716	190	10	wka	wka	PROPN
easat-5716	190	11	method	method	NOUN
easat-5716	190	12	.	.	PUNCT
easat-5716	191	1	1901	1901	NUM
easat-5716	191	2	edelweiss	edelweiss	PROPN
easat-5716	191	3	applied	apply	VERB
easat-5716	191	4	science	science	NOUN
easat-5716	191	5	and	and	CCONJ
easat-5716	191	6	technology	technology	NOUN
easat-5716	191	7	issn	issn	PROPN
easat-5716	191	8	:	:	PUNCT
easat-5716	191	9	2576	2576	NUM
easat-5716	191	10	-	-	SYM
easat-5716	191	11	8484	8484	NUM
easat-5716	191	12	vol	vol	NOUN
easat-5716	191	13	.	.	PROPN
easat-5716	192	1	9	9	NUM
easat-5716	192	2	,	,	PUNCT
easat-5716	192	3	no	no	INTJ
easat-5716	192	4	.	.	NOUN
easat-5716	193	1	3	3	NUM
easat-5716	193	2	:	:	SYM
easat-5716	193	3	1892	1892	NUM
easat-5716	193	4	-	-	SYM
easat-5716	193	5	1907	1907	NUM
easat-5716	193	6	,	,	PUNCT
easat-5716	193	7	2025	2025	NUM
easat-5716	193	8	doi	doi	NOUN
easat-5716	193	9	:	:	PUNCT
easat-5716	193	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	193	11	©	©	PROPN
easat-5716	193	12	2025	2025	NUM
easat-5716	193	13	by	by	ADP
easat-5716	193	14	the	the	DET
easat-5716	193	15	authors	author	NOUN
easat-5716	193	16	;	;	PUNCT
easat-5716	193	17	licensee	licensee	PROPN
easat-5716	193	18	learning	learn	VERB
easat-5716	193	19	gate	gate	PROPN
easat-5716	193	20	figure	figure	NOUN
easat-5716	193	21	6	6	NUM
easat-5716	193	22	.	.	PUNCT
easat-5716	193	23	structural	structural	ADJ
easat-5716	193	24	diagram	diagram	NOUN
easat-5716	193	25	of	of	ADP
easat-5716	193	26	the	the	DET
easat-5716	193	27	hybrid	hybrid	ADJ
easat-5716	193	28	wka	wka	PROPN
easat-5716	193	29	method	method	NOUN
easat-5716	193	30	.	.	PUNCT
easat-5716	194	1	4	4	X
easat-5716	194	2	.	.	X
easat-5716	194	3	evaluation	evaluation	NOUN
easat-5716	194	4	metrics	metric	NOUN
easat-5716	194	5	the	the	DET
easat-5716	194	6	root	root	NOUN
easat-5716	194	7	mean	mean	VERB
easat-5716	194	8	square	square	ADJ
easat-5716	194	9	error	error	NOUN
easat-5716	194	10	(	(	PUNCT
easat-5716	194	11	rmse	rmse	NOUN
easat-5716	194	12	)	)	PUNCT
easat-5716	194	13	gives	give	VERB
easat-5716	194	14	an	an	DET
easat-5716	194	15	idea	idea	NOUN
easat-5716	194	16	of	of	ADP
easat-5716	194	17	the	the	DET
easat-5716	194	18	dispersion	dispersion	NOUN
easat-5716	194	19	of	of	ADP
easat-5716	194	20	residuals	residual	NOUN
easat-5716	194	21	.	.	PUNCT
easat-5716	195	1	lower	low	ADJ
easat-5716	195	2	rmse	rmse	PROPN
easat-5716	195	3	values	value	NOUN
easat-5716	195	4	indicate	indicate	VERB
easat-5716	195	5	a	a	DET
easat-5716	195	6	better	well	ADJ
easat-5716	195	7	fit	fit	NOUN
easat-5716	195	8	of	of	ADP
easat-5716	195	9	the	the	DET
easat-5716	195	10	model	model	NOUN
easat-5716	195	11	to	to	ADP
easat-5716	195	12	the	the	DET
easat-5716	195	13	data	datum	NOUN
easat-5716	195	14	.	.	PUNCT
easat-5716	196	1	the	the	DET
easat-5716	196	2	formula	formula	NOUN
easat-5716	196	3	that	that	PRON
easat-5716	196	4	determines	determine	VERB
easat-5716	196	5	the	the	DET
easat-5716	196	6	rmse	rmse	NOUN
easat-5716	196	7	is	be	AUX
easat-5716	196	8	defined	define	VERB
easat-5716	196	9	by	by	ADP
easat-5716	196	10	relation	relation	NOUN
easat-5716	196	11	18	18	NUM
easat-5716	197	1	[	[	X
easat-5716	197	2	25	25	NUM
easat-5716	197	3	]	]	PUNCT
easat-5716	197	4	,	,	PUNCT
easat-5716	197	5	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	NOUN
easat-5716	197	6	=	=	SYM
easat-5716	198	1	√	√	ADP
easat-5716	198	2	1	1	NUM
easat-5716	198	3	𝑛	𝑛	VERB
easat-5716	198	4	∑	∑	PROPN
easat-5716	198	5	[	[	X
easat-5716	198	6	𝑥(𝑡	𝑥(𝑡	NOUN
easat-5716	198	7	)	)	PUNCT
easat-5716	198	8	−	−	NOUN
easat-5716	198	9	𝑥′(𝑡)]𝑛	𝑥′(𝑡)]𝑛	VERB
easat-5716	198	10	𝑡−1	𝑡−1	PROPN
easat-5716	198	11	2	2	NUM
easat-5716	198	12	(	(	PUNCT
easat-5716	198	13	18	18	NUM
easat-5716	198	14	)	)	PUNCT
easat-5716	198	15	with	with	ADP
easat-5716	198	16	𝑛	𝑛	PRON
easat-5716	198	17	representing	represent	VERB
easat-5716	198	18	the	the	DET
easat-5716	198	19	total	total	ADJ
easat-5716	198	20	number	number	NOUN
easat-5716	198	21	of	of	ADP
easat-5716	198	22	observations,𝑥(𝑡	observations,𝑥(𝑡	NOUN
easat-5716	198	23	)	)	PUNCT
easat-5716	198	24	the	the	DET
easat-5716	198	25	observed	observed	ADJ
easat-5716	198	26	values	value	NOUN
easat-5716	198	27	,	,	PUNCT
easat-5716	198	28	and	and	CCONJ
easat-5716	198	29	𝑥′(𝑡	𝑥′(𝑡	NOUN
easat-5716	198	30	)	)	PUNCT
easat-5716	198	31	the	the	DET
easat-5716	198	32	values	value	NOUN
easat-5716	198	33	predicted	predict	VERB
easat-5716	198	34	by	by	ADP
easat-5716	198	35	the	the	DET
easat-5716	198	36	model	model	NOUN
easat-5716	198	37	.	.	PUNCT
easat-5716	199	1	the	the	DET
easat-5716	199	2	mean	mean	ADJ
easat-5716	199	3	absolute	absolute	ADJ
easat-5716	199	4	percentage	percentage	NOUN
easat-5716	199	5	error	error	NOUN
easat-5716	199	6	(	(	PUNCT
easat-5716	199	7	mape	mape	NOUN
easat-5716	199	8	)	)	PUNCT
easat-5716	199	9	provides	provide	VERB
easat-5716	199	10	a	a	DET
easat-5716	199	11	clear	clear	ADJ
easat-5716	199	12	interpretation	interpretation	NOUN
easat-5716	199	13	of	of	ADP
easat-5716	199	14	the	the	DET
easat-5716	199	15	magnitude	magnitude	NOUN
easat-5716	199	16	of	of	ADP
easat-5716	199	17	the	the	DET
easat-5716	199	18	error	error	NOUN
easat-5716	199	19	in	in	ADP
easat-5716	199	20	percentage	percentage	NOUN
easat-5716	199	21	terms	term	NOUN
easat-5716	199	22	,	,	PUNCT
easat-5716	199	23	with	with	ADP
easat-5716	199	24	lower	low	ADJ
easat-5716	199	25	values	value	NOUN
easat-5716	199	26	indicating	indicate	VERB
easat-5716	199	27	better	well	ADJ
easat-5716	199	28	model	model	NOUN
easat-5716	199	29	performance	performance	NOUN
easat-5716	199	30	.	.	PUNCT
easat-5716	200	1	relation	relation	NOUN
easat-5716	200	2	19	19	NUM
easat-5716	200	3	allows	allow	VERB
easat-5716	200	4	for	for	ADP
easat-5716	200	5	the	the	DET
easat-5716	200	6	calculation	calculation	NOUN
easat-5716	200	7	of	of	ADP
easat-5716	200	8	the	the	DET
easat-5716	200	9	mape	mape	NOUN
easat-5716	200	10	[	[	X
easat-5716	200	11	27	27	NUM
easat-5716	200	12	]	]	PUNCT
easat-5716	200	13	.	.	PUNCT
easat-5716	201	1	𝑀𝐴𝑃𝐸	𝑀𝐴𝑃𝐸	PROPN
easat-5716	201	2	=	=	SYM
easat-5716	201	3	1	1	NUM
easat-5716	201	4	𝑛	𝑛	NOUN
easat-5716	201	5	∑	∑	ADJ
easat-5716	201	6	|	|	ADV
easat-5716	201	7	𝑥(𝑡)−𝑥′(𝑡	𝑥(𝑡)−𝑥′(𝑡	NUM
easat-5716	201	8	)	)	PUNCT
easat-5716	201	9	𝑥(𝑡	𝑥(𝑡	NOUN
easat-5716	201	10	)	)	PUNCT
easat-5716	202	1	|	|	ADV
easat-5716	202	2	×	×	NOUN
easat-5716	202	3	100𝑛	100𝑛	INTJ
easat-5716	202	4	𝑡−1	𝑡−1	PROPN
easat-5716	202	5	(	(	PUNCT
easat-5716	202	6	19	19	NUM
easat-5716	202	7	)	)	PUNCT
easat-5716	202	8	with	with	ADP
easat-5716	202	9	𝑛	𝑛	PRON
easat-5716	202	10	representing	represent	VERB
easat-5716	202	11	the	the	DET
easat-5716	202	12	total	total	ADJ
easat-5716	202	13	number	number	NOUN
easat-5716	202	14	of	of	ADP
easat-5716	202	15	observations,𝑥(𝑡	observations,𝑥(𝑡	NOUN
easat-5716	202	16	)	)	PUNCT
easat-5716	202	17	the	the	DET
easat-5716	202	18	observed	observed	ADJ
easat-5716	202	19	values	value	NOUN
easat-5716	202	20	,	,	PUNCT
easat-5716	202	21	and	and	CCONJ
easat-5716	202	22	𝑥′(𝑡	𝑥′(𝑡	NOUN
easat-5716	202	23	)	)	PUNCT
easat-5716	202	24	the	the	DET
easat-5716	202	25	values	value	NOUN
easat-5716	202	26	predicted	predict	VERB
easat-5716	202	27	by	by	ADP
easat-5716	202	28	the	the	DET
easat-5716	202	29	model	model	NOUN
easat-5716	202	30	.	.	PUNCT
easat-5716	203	1	the	the	DET
easat-5716	203	2	correlation	correlation	NOUN
easat-5716	203	3	coefficient	coefficient	NOUN
easat-5716	203	4	(	(	PUNCT
easat-5716	203	5	𝑅2	𝑅2	NOUN
easat-5716	203	6	)	)	PUNCT
easat-5716	203	7	ranges	range	VERB
easat-5716	203	8	between	between	ADP
easat-5716	203	9	0	0	NUM
easat-5716	203	10	and	and	CCONJ
easat-5716	203	11	1	1	NUM
easat-5716	203	12	,	,	PUNCT
easat-5716	203	13	where	where	SCONJ
easat-5716	203	14	0	0	NUM
easat-5716	203	15	indicates	indicate	VERB
easat-5716	203	16	no	no	DET
easat-5716	203	17	correlation	correlation	NOUN
easat-5716	203	18	,	,	PUNCT
easat-5716	203	19	and	and	CCONJ
easat-5716	203	20	1	1	NUM
easat-5716	203	21	indicates	indicate	VERB
easat-5716	203	22	a	a	DET
easat-5716	203	23	strong	strong	ADJ
easat-5716	203	24	correlation	correlation	NOUN
easat-5716	203	25	.	.	PUNCT
easat-5716	204	1	relation	relation	NOUN
easat-5716	204	2	20	20	NUM
easat-5716	204	3	allows	allow	VERB
easat-5716	204	4	for	for	ADP
easat-5716	204	5	the	the	DET
easat-5716	204	6	calculation	calculation	NOUN
easat-5716	204	7	of	of	ADP
easat-5716	204	8	the	the	DET
easat-5716	204	9	𝑅2[26	𝑅2[26	NOUN
easat-5716	204	10	]	]	PUNCT
easat-5716	204	11	,	,	PUNCT
easat-5716	204	12	𝑅2	𝑅2	ADP
easat-5716	204	13	=	=	NOUN
easat-5716	204	14	1	1	NUM
easat-5716	204	15	−	−	NOUN
easat-5716	204	16	∑	∑	PUNCT
easat-5716	204	17	(	(	PUNCT
easat-5716	204	18	𝑥(𝑡)−𝑥′(𝑡))2𝑛	𝑥(𝑡)−𝑥′(𝑡))2𝑛	NOUN
easat-5716	204	19	𝑖=1	𝑖=1	PUNCT
easat-5716	204	20	∑	∑	PROPN
easat-5716	204	21	(	(	PUNCT
easat-5716	204	22	(	(	PUNCT
easat-5716	204	23	𝑥(𝑡)−𝑥)2𝑛	𝑥(𝑡)−𝑥)2𝑛	PROPN
easat-5716	204	24	𝑖=1	𝑖=1	PROPN
easat-5716	204	25	(	(	PUNCT
easat-5716	204	26	20	20	NUM
easat-5716	204	27	)	)	PUNCT
easat-5716	204	28	with	with	ADP
easat-5716	204	29	𝑛	𝑛	PRON
easat-5716	204	30	representing	represent	VERB
easat-5716	204	31	the	the	DET
easat-5716	204	32	total	total	ADJ
easat-5716	204	33	number	number	NOUN
easat-5716	204	34	of	of	ADP
easat-5716	204	35	observations,𝑥(𝑡	observations,𝑥(𝑡	NOUN
easat-5716	204	36	)	)	PUNCT
easat-5716	204	37	the	the	DET
easat-5716	204	38	observed	observed	ADJ
easat-5716	204	39	values	value	NOUN
easat-5716	204	40	,	,	PUNCT
easat-5716	204	41	𝑥′(𝑡	𝑥′(𝑡	CCONJ
easat-5716	204	42	)	)	PUNCT
easat-5716	204	43	the	the	DET
easat-5716	204	44	values	value	NOUN
easat-5716	204	45	predicted	predict	VERB
easat-5716	204	46	by	by	ADP
easat-5716	204	47	the	the	DET
easat-5716	204	48	model	model	NOUN
easat-5716	204	49	and	and	CCONJ
easat-5716	204	50	𝑥	𝑥	PROPN
easat-5716	204	51	is	be	AUX
easat-5716	204	52	the	the	DET
easat-5716	204	53	mean	mean	NOUN
easat-5716	204	54	of	of	ADP
easat-5716	204	55	the	the	DET
easat-5716	204	56	observed	observe	VERB
easat-5716	204	57	values	value	NOUN
easat-5716	204	58	.	.	PUNCT
easat-5716	205	1	these	these	DET
easat-5716	205	2	criteria	criterion	NOUN
easat-5716	205	3	allow	allow	VERB
easat-5716	205	4	the	the	DET
easat-5716	205	5	evaluation	evaluation	NOUN
easat-5716	205	6	of	of	ADP
easat-5716	205	7	the	the	DET
easat-5716	205	8	accuracy	accuracy	NOUN
easat-5716	205	9	and	and	CCONJ
easat-5716	205	10	robustness	robustness	NOUN
easat-5716	205	11	of	of	ADP
easat-5716	205	12	forecasting	forecasting	NOUN
easat-5716	205	13	models	model	NOUN
easat-5716	205	14	.	.	PUNCT
easat-5716	206	1	5	5	X
easat-5716	206	2	.	.	X
easat-5716	206	3	discussion	discussion	NOUN
easat-5716	206	4	of	of	ADP
easat-5716	206	5	the	the	DET
easat-5716	206	6	results	result	NOUN
easat-5716	206	7	the	the	DET
easat-5716	206	8	different	different	ADJ
easat-5716	206	9	models	model	NOUN
easat-5716	206	10	were	be	AUX
easat-5716	206	11	developed	develop	VERB
easat-5716	206	12	and	and	CCONJ
easat-5716	206	13	applied	apply	VERB
easat-5716	206	14	to	to	ADP
easat-5716	206	15	the	the	DET
easat-5716	206	16	electrical	electrical	ADJ
easat-5716	206	17	energy	energy	NOUN
easat-5716	206	18	datasets	dataset	NOUN
easat-5716	206	19	of	of	ADP
easat-5716	206	20	each	each	PRON
easat-5716	206	21	of	of	ADP
easat-5716	206	22	the	the	DET
easat-5716	206	23	28	28	NUM
easat-5716	206	24	residences	residence	NOUN
easat-5716	206	25	for	for	ADP
easat-5716	206	26	prediction	prediction	NOUN
easat-5716	206	27	purposes	purpose	NOUN
easat-5716	206	28	.	.	PUNCT
easat-5716	207	1	the	the	DET
easat-5716	207	2	performances	performance	NOUN
easat-5716	207	3	provided	provide	VERB
easat-5716	207	4	by	by	ADP
easat-5716	207	5	the	the	DET
easat-5716	207	6	different	different	ADJ
easat-5716	207	7	hybrid	hybrid	NOUN
easat-5716	207	8	models	model	NOUN
easat-5716	207	9	are	be	AUX
easat-5716	207	10	compared	compare	VERB
easat-5716	207	11	to	to	ADP
easat-5716	207	12	each	each	DET
easat-5716	207	13	other	other	ADJ
easat-5716	207	14	in	in	ADP
easat-5716	207	15	order	order	NOUN
easat-5716	207	16	to	to	PART
easat-5716	207	17	find	find	VERB
easat-5716	207	18	accurate	accurate	ADJ
easat-5716	207	19	and	and	CCONJ
easat-5716	207	20	relevant	relevant	ADJ
easat-5716	207	21	prediction	prediction	NOUN
easat-5716	207	22	results	result	NOUN
easat-5716	207	23	with	with	ADP
easat-5716	207	24	the	the	DET
easat-5716	207	25	least	least	ADJ
easat-5716	207	26	possible	possible	ADJ
easat-5716	207	27	error	error	NOUN
easat-5716	207	28	for	for	ADP
easat-5716	207	29	each	each	DET
easat-5716	207	30	residence	residence	NOUN
easat-5716	207	31	.	.	PUNCT
easat-5716	208	1	table	table	NOUN
easat-5716	208	2	3	3	NUM
easat-5716	208	3	shows	show	VERB
easat-5716	208	4	the	the	DET
easat-5716	208	5	predictive	predictive	ADJ
easat-5716	208	6	performance	performance	NOUN
easat-5716	208	7	of	of	ADP
easat-5716	208	8	the	the	DET
easat-5716	208	9	3	3	NUM
easat-5716	208	10	hybrid	hybrid	NOUN
easat-5716	208	11	models	model	NOUN
easat-5716	208	12	on	on	ADP
easat-5716	208	13	the	the	DET
easat-5716	208	14	28	28	NUM
easat-5716	208	15	residences	residence	NOUN
easat-5716	208	16	.	.	PUNCT
easat-5716	209	1	1902	1902	NUM
easat-5716	209	2	edelweiss	edelweiss	PROPN
easat-5716	209	3	applied	apply	VERB
easat-5716	209	4	science	science	NOUN
easat-5716	209	5	and	and	CCONJ
easat-5716	209	6	technology	technology	NOUN
easat-5716	209	7	issn	issn	PROPN
easat-5716	209	8	:	:	PUNCT
easat-5716	209	9	2576	2576	NUM
easat-5716	209	10	-	-	SYM
easat-5716	209	11	8484	8484	NUM
easat-5716	209	12	vol	vol	NOUN
easat-5716	209	13	.	.	PROPN
easat-5716	210	1	9	9	NUM
easat-5716	210	2	,	,	PUNCT
easat-5716	210	3	no	no	INTJ
easat-5716	210	4	.	.	NOUN
easat-5716	211	1	3	3	NUM
easat-5716	211	2	:	:	SYM
easat-5716	211	3	1892	1892	NUM
easat-5716	211	4	-	-	SYM
easat-5716	211	5	1907	1907	NUM
easat-5716	211	6	,	,	PUNCT
easat-5716	211	7	2025	2025	NUM
easat-5716	211	8	doi	doi	NOUN
easat-5716	211	9	:	:	PUNCT
easat-5716	211	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	211	11	©	©	PROPN
easat-5716	211	12	2025	2025	NUM
easat-5716	211	13	by	by	ADP
easat-5716	211	14	the	the	DET
easat-5716	211	15	authors	author	NOUN
easat-5716	211	16	;	;	PUNCT
easat-5716	211	17	licensee	licensee	PROPN
easat-5716	211	18	learning	learn	VERB
easat-5716	211	19	gate	gate	NOUN
easat-5716	211	20	table	table	NOUN
easat-5716	211	21	3	3	NUM
easat-5716	211	22	.	.	PUNCT
easat-5716	211	23	predictive	predictive	ADJ
easat-5716	211	24	performance	performance	NOUN
easat-5716	211	25	of	of	ADP
easat-5716	211	26	hybrid	hybrid	ADJ
easat-5716	211	27	models	model	NOUN
easat-5716	211	28	on	on	ADP
easat-5716	211	29	the	the	DET
easat-5716	211	30	28	28	NUM
easat-5716	211	31	residences	residence	NOUN
easat-5716	211	32	.	.	PUNCT
easat-5716	212	1	model	model	PROPN
easat-5716	212	2	wnna	wnna	PROPN
easat-5716	212	3	wnnk	wnnk	PROPN
easat-5716	212	4	wka	wka	PROPN
easat-5716	212	5	error	error	PROPN
easat-5716	212	6	ri	ri	PROPN
easat-5716	212	7	rmse	rmse	PROPN
easat-5716	212	8	mape	mape	PROPN
easat-5716	212	9	r2	r2	PROPN
easat-5716	212	10	rmse	rmse	PROPN
easat-5716	212	11	mape	mape	PROPN
easat-5716	212	12	r2	r2	PROPN
easat-5716	212	13	rmse	rmse	PROPN
easat-5716	212	14	mape	mape	PROPN
easat-5716	212	15	r2	r2	PROPN
easat-5716	212	16	r1	r1	PROPN
easat-5716	212	17	0.3085	0.3085	NUM
easat-5716	212	18	0.1089	0.1089	NUM
easat-5716	212	19	0.8072	0.8072	NUM
easat-5716	212	20	0.0641	0.0641	NUM
easat-5716	212	21	0.0245	0.0245	NUM
easat-5716	212	22	0.9701	0.9701	NUM
easat-5716	212	23	0.3482	0.3482	NUM
easat-5716	212	24	0.1826	0.1826	NUM
easat-5716	212	25	0.7110	0.7110	NUM
easat-5716	212	26	r2	r2	NOUN
easat-5716	212	27	0.1925	0.1925	NUM
easat-5716	212	28	0.0753	0.0753	NUM
easat-5716	212	29	0.9041	0.9041	NUM
easat-5716	212	30	0.2443	0.2443	NUM
easat-5716	212	31	0.1901	0.1901	NUM
easat-5716	212	32	0.7803	0.7803	NUM
easat-5716	212	33	0.4754	0.4754	NUM
easat-5716	212	34	0.2230	0.2230	NUM
easat-5716	212	35	0.6891	0.6891	NUM
easat-5716	212	36	r3	r3	NOUN
easat-5716	212	37	0.1791	0.1791	NUM
easat-5716	212	38	0.0739	0.0739	NUM
easat-5716	212	39	0.9109	0.9109	NUM
easat-5716	212	40	0.2812	0.2812	NUM
easat-5716	212	41	0.2011	0.2011	NUM
easat-5716	212	42	0.7761	0.7761	NUM
easat-5716	212	43	0.4492	0.4492	NUM
easat-5716	212	44	0.2152	0.2152	NUM
easat-5716	212	45	0.6594	0.6594	NUM
easat-5716	212	46	r4	r4	PROPN
easat-5716	212	47	0.5201	0.5201	NUM
easat-5716	212	48	0.3011	0.3011	NUM
easat-5716	212	49	0.7317	0.7317	NUM
easat-5716	212	50	0.4862	0.4862	NUM
easat-5716	212	51	0.3071	0.3071	NUM
easat-5716	212	52	0.7372	0.7372	NUM
easat-5716	212	53	0.1896	0.1896	NUM
easat-5716	212	54	0.0856	0.0856	NUM
easat-5716	212	55	0.9381	0.9381	NUM
easat-5716	212	56	r5	r5	PROPN
easat-5716	212	57	0.4758	0.4758	NUM
easat-5716	212	58	0.1820	0.1820	NUM
easat-5716	212	59	0.7901	0.7901	NUM
easat-5716	212	60	0.0547	0.0547	NUM
easat-5716	212	61	0.0482	0.0482	NUM
easat-5716	212	62	0.9785	0.9785	NUM
easat-5716	212	63	0.4207	0.4207	NUM
easat-5716	212	64	0.1918	0.1918	NUM
easat-5716	212	65	0.7978	0.7978	NUM
easat-5716	212	66	r6	r6	NOUN
easat-5716	212	67	0.2982	0.2982	NUM
easat-5716	212	68	0.1584	0.1584	NUM
easat-5716	213	1	0.8042	0.8042	NUM
easat-5716	213	2	0.0426	0.0426	NUM
easat-5716	213	3	0.0251	0.0251	NUM
easat-5716	213	4	0.9683	0.9683	NUM
easat-5716	213	5	0.3821	0.3821	NUM
easat-5716	213	6	0.2205	0.2205	NUM
easat-5716	213	7	0.7273	0.7273	NUM
easat-5716	213	8	r7	r7	NOUN
easat-5716	213	9	0.3841	0.3841	NUM
easat-5716	213	10	0.1825	0.1825	NUM
easat-5716	213	11	0.8145	0.8145	NOUN
easat-5716	213	12	0.0487	0.0487	NUM
easat-5716	213	13	0.0348	0.0348	NUM
easat-5716	213	14	0.9706	0.9706	NUM
easat-5716	213	15	0.4895	0.4895	NUM
easat-5716	213	16	0.3308	0.3308	NUM
easat-5716	213	17	0.6842	0.6842	NUM
easat-5716	213	18	r8	r8	NOUN
easat-5716	213	19	0.4824	0.4824	NUM
easat-5716	213	20	0.2847	0.2847	NUM
easat-5716	213	21	0.7457	0.7457	NUM
easat-5716	213	22	0.4251	0.4251	NUM
easat-5716	213	23	0.2958	0.2958	NUM
easat-5716	213	24	0.7390	0.7390	NUM
easat-5716	213	25	0.1564	0.1564	NUM
easat-5716	213	26	0.0767	0.0767	NUM
easat-5716	213	27	0.9521	0.9521	NUM
easat-5716	213	28	r9	r9	VERB
easat-5716	213	29	0.0987	0.0987	NUM
easat-5716	213	30	0.0225	0.0225	NUM
easat-5716	213	31	0.9582	0.9582	NUM
easat-5716	213	32	0.1897	0.1897	NUM
easat-5716	213	33	0.1457	0.1457	NUM
easat-5716	213	34	0.8285	0.8285	NUM
easat-5716	213	35	0.3933	0.3933	NUM
easat-5716	213	36	0.2014	0.2014	NUM
easat-5716	213	37	0.7099	0.7099	NUM
easat-5716	213	38	r10	r10	NOUN
easat-5716	213	39	0.4257	0.4257	NUM
easat-5716	213	40	0.3044	0.3044	NUM
easat-5716	213	41	0.8294	0.8294	NUM
easat-5716	213	42	0.4335	0.4335	NUM
easat-5716	213	43	0.2484	0.2484	NUM
easat-5716	213	44	0.7580	0.7580	NUM
easat-5716	213	45	0.1875	0.1875	NUM
easat-5716	213	46	0.0905	0.0905	NUM
easat-5716	213	47	0.9596	0.9596	NUM
easat-5716	213	48	r11	r11	NOUN
easat-5716	213	49	0.4982	0.4982	NUM
easat-5716	213	50	0.2034	0.2034	NUM
easat-5716	213	51	0.7524	0.7524	NUM
easat-5716	214	1	0.0687	0.0687	NUM
easat-5716	214	2	0.0342	0.0342	NUM
easat-5716	214	3	0.9591	0.9591	NUM
easat-5716	214	4	0.4987	0.4987	NUM
easat-5716	214	5	0.2624	0.2624	NUM
easat-5716	214	6	0.7604	0.7604	NUM
easat-5716	214	7	r12	r12	NOUN
easat-5716	214	8	0.5081	0.5081	NUM
easat-5716	214	9	0.2351	0.2351	NUM
easat-5716	214	10	0.7643	0.7643	NUM
easat-5716	214	11	0.3987	0.3987	NUM
easat-5716	214	12	0.2384	0.2384	NUM
easat-5716	214	13	0.7492	0.7492	NUM
easat-5716	214	14	0.1753	0.1753	NUM
easat-5716	214	15	0.0568	0.0568	NUM
easat-5716	214	16	0.9621	0.9621	NUM
easat-5716	214	17	r13	r13	NOUN
easat-5716	214	18	0.5279	0.5279	NUM
easat-5716	214	19	0.3728	0.3728	NUM
easat-5716	214	20	0.8631	0.8631	NUM
easat-5716	214	21	0.5039	0.5039	NUM
easat-5716	214	22	0.2874	0.2874	NUM
easat-5716	215	1	0.7561	0.7561	NUM
easat-5716	215	2	0.0982	0.0982	NUM
easat-5716	215	3	0.0428	0.0428	NUM
easat-5716	215	4	0.9729	0.9729	NUM
easat-5716	215	5	r14	r14	NOUN
easat-5716	215	6	0.1074	0.1074	NUM
easat-5716	215	7	0.0532	0.0532	NUM
easat-5716	215	8	0.9281	0.9281	NUM
easat-5716	215	9	0.2089	0.2089	NUM
easat-5716	215	10	0.2008	0.2008	NUM
easat-5716	216	1	0.8021	0.8021	NUM
easat-5716	216	2	0.4268	0.4268	NUM
easat-5716	216	3	0.2601	0.2601	NUM
easat-5716	216	4	0.6986	0.6986	NUM
easat-5716	216	5	r15	r15	NOUN
easat-5716	216	6	0.5012	0.5012	NUM
easat-5716	216	7	0.2881	0.2881	NUM
easat-5716	216	8	0.7208	0.7208	NUM
easat-5716	216	9	0.0385	0.0385	NUM
easat-5716	216	10	0.0215	0.0215	NUM
easat-5716	216	11	0.9705	0.9705	NUM
easat-5716	216	12	0.4821	0.4821	NUM
easat-5716	216	13	0.2035	0.2035	NUM
easat-5716	216	14	0.7058	0.7058	NUM
easat-5716	216	15	r16	r16	VERB
easat-5716	216	16	0.5174	0.5174	NUM
easat-5716	216	17	0.2396	0.2396	NUM
easat-5716	216	18	0.8025	0.8025	NUM
easat-5716	216	19	0.4832	0.4832	NUM
easat-5716	216	20	0.2147	0.2147	NUM
easat-5716	216	21	0.7421	0.7421	NUM
easat-5716	216	22	0.0849	0.0849	NUM
easat-5716	216	23	0.0628	0.0628	NUM
easat-5716	216	24	0.9782	0.9782	NUM
easat-5716	216	25	r17	r17	NOUN
easat-5716	216	26	0.4842	0.4842	NUM
easat-5716	216	27	0.2451	0.2451	NUM
easat-5716	216	28	0.6924	0.6924	NUM
easat-5716	216	29	0.0814	0.0814	NUM
easat-5716	216	30	0.0254	0.0254	NUM
easat-5716	216	31	0.9681	0.9681	NUM
easat-5716	216	32	0.4521	0.4521	NUM
easat-5716	216	33	0.2564	0.2564	NUM
easat-5716	216	34	0.7105	0.7105	NUM
easat-5716	216	35	r18	r18	NOUN
easat-5716	216	36	0.1904	0.1904	NUM
easat-5716	216	37	0.0820	0.0820	NUM
easat-5716	216	38	0.9082	0.9082	NUM
easat-5716	216	39	0.2552	0.2552	NUM
easat-5716	216	40	0.1992	0.1992	NUM
easat-5716	216	41	0.7928	0.7928	NUM
easat-5716	216	42	0.4356	0.4356	NUM
easat-5716	216	43	0.2504	0.2504	NUM
easat-5716	217	1	0.7109	0.7109	NUM
easat-5716	217	2	r19	r19	NOUN
easat-5716	217	3	0.1891	0.1891	NUM
easat-5716	217	4	0.0864	0.0864	NUM
easat-5716	217	5	0.9318	0.9318	NUM
easat-5716	217	6	0.2406	0.2406	NUM
easat-5716	217	7	0.1877	0.1877	NUM
easat-5716	217	8	0.8083	0.8083	NUM
easat-5716	217	9	0.4805	0.4805	NUM
easat-5716	217	10	0.2620	0.2620	NUM
easat-5716	217	11	0.8012	0.8012	NUM
easat-5716	217	12	r20	r20	NOUN
easat-5716	217	13	0.4369	0.4369	NUM
easat-5716	217	14	0.3046	0.3046	NUM
easat-5716	217	15	0.7613	0.7613	NUM
easat-5716	217	16	0.4157	0.4157	NUM
easat-5716	217	17	0.2541	0.2541	NUM
easat-5716	217	18	0.7857	0.7857	NUM
easat-5716	217	19	0.0793	0.0793	NUM
easat-5716	217	20	0.0845	0.0845	NUM
easat-5716	217	21	0.9765	0.9765	NUM
easat-5716	217	22	r21	r21	NOUN
easat-5716	217	23	0.4631	0.4631	NUM
easat-5716	217	24	0.3007	0.3007	NUM
easat-5716	217	25	0.7922	0.7922	NUM
easat-5716	217	26	0.4554	0.4554	NUM
easat-5716	217	27	0.2754	0.2754	NUM
easat-5716	217	28	0.7658	0.7658	NUM
easat-5716	217	29	0.1092	0.1092	NUM
easat-5716	217	30	0.0958	0.0958	NUM
easat-5716	217	31	0.9699	0.9699	NUM
easat-5716	217	32	r22	r22	NOUN
easat-5716	217	33	0.5170	0.5170	NUM
easat-5716	217	34	0.2901	0.2901	NUM
easat-5716	217	35	0.6881	0.6881	NUM
easat-5716	217	36	0.0753	0.0753	NUM
easat-5716	217	37	0.0267	0.0267	NUM
easat-5716	217	38	0.9758	0.9758	NUM
easat-5716	217	39	0.4952	0.4952	NUM
easat-5716	217	40	0.2387	0.2387	NUM
easat-5716	217	41	0.6899	0.6899	NUM
easat-5716	217	42	r23	r23	NOUN
easat-5716	217	43	0.4129	0.4129	NUM
easat-5716	217	44	0.2642	0.2642	NUM
easat-5716	217	45	0.7733	0.7733	NUM
easat-5716	217	46	0.4895	0.4895	NUM
easat-5716	217	47	0.2814	0.2814	NUM
easat-5716	217	48	0.8089	0.8089	NUM
easat-5716	217	49	0.0888	0.0888	NUM
easat-5716	217	50	0.0927	0.0927	NUM
easat-5716	217	51	0.9795	0.9795	NUM
easat-5716	217	52	r24	r24	NOUN
easat-5716	217	53	0.0991	0.0991	NUM
easat-5716	217	54	0.0427	0.0427	NUM
easat-5716	217	55	0.9428	0.9428	NUM
easat-5716	217	56	0.1908	0.1908	NUM
easat-5716	217	57	0.1562	0.1562	NUM
easat-5716	217	58	0.8108	0.8108	NUM
easat-5716	217	59	0.4042	0.4042	NUM
easat-5716	217	60	0.2115	0.2115	NUM
easat-5716	217	61	0.7509	0.7509	NUM
easat-5716	217	62	r25	r25	NOUN
easat-5716	217	63	0.4935	0.4935	NOUN
easat-5716	217	64	0.2140	0.2140	NUM
easat-5716	217	65	0.8113	0.8113	NUM
easat-5716	217	66	0.4458	0.4458	NUM
easat-5716	217	67	0.2357	0.2357	NUM
easat-5716	217	68	0.7892	0.7892	NUM
easat-5716	217	69	0.1982	0.1982	NUM
easat-5716	217	70	0.0687	0.0687	NUM
easat-5716	217	71	0.9808	0.9808	NUM
easat-5716	217	72	r26	r26	NOUN
easat-5716	217	73	0.1729	0.1729	NUM
easat-5716	217	74	0.0842	0.0842	NUM
easat-5716	217	75	0.9349	0.9349	NUM
easat-5716	217	76	0.2256	0.2256	NUM
easat-5716	217	77	0.2101	0.2101	NUM
easat-5716	217	78	0.8176	0.8176	NUM
easat-5716	217	79	0.4385	0.4385	NUM
easat-5716	217	80	0.2780	0.2780	NUM
easat-5716	217	81	0.6991	0.6991	NUM
easat-5716	217	82	r27	r27	ADP
easat-5716	217	83	0.4856	0.4856	NUM
easat-5716	217	84	0.1992	0.1992	NUM
easat-5716	217	85	0.7345	0.7345	NUM
easat-5716	217	86	0.0895	0.0895	NUM
easat-5716	217	87	0.0354	0.0354	NUM
easat-5716	217	88	0.9752	0.9752	NUM
easat-5716	217	89	0.4951	0.4951	NUM
easat-5716	217	90	0.1572	0.1572	NUM
easat-5716	217	91	0.8056	0.8056	NUM
easat-5716	217	92	r28	r28	NOUN
easat-5716	217	93	0.4231	0.4231	NUM
easat-5716	217	94	0.2123	0.2123	NUM
easat-5716	218	1	0.8325	0.8325	NUM
easat-5716	218	2	0.0971	0.0971	NUM
easat-5716	218	3	0.0481	0.0481	NUM
easat-5716	218	4	0.9810	0.9810	NUM
easat-5716	218	5	0.4824	0.4824	NUM
easat-5716	218	6	0.1842	0.1842	NUM
easat-5716	218	7	0.8149	0.8149	NUM
easat-5716	218	8	this	this	DET
easat-5716	218	9	table	table	NOUN
easat-5716	218	10	shows	show	VERB
easat-5716	218	11	that	that	SCONJ
easat-5716	218	12	it	it	PRON
easat-5716	218	13	is	be	AUX
easat-5716	218	14	possible	possible	ADJ
easat-5716	218	15	to	to	PART
easat-5716	218	16	classify	classify	VERB
easat-5716	218	17	the	the	DET
easat-5716	218	18	residences	residence	NOUN
easat-5716	218	19	into	into	ADP
easat-5716	218	20	3	3	NUM
easat-5716	218	21	groups	group	NOUN
easat-5716	218	22	based	base	VERB
easat-5716	218	23	on	on	ADP
easat-5716	218	24	the	the	DET
easat-5716	218	25	prediction	prediction	NOUN
easat-5716	218	26	results	result	NOUN
easat-5716	218	27	.	.	PUNCT
easat-5716	219	1	group	group	NOUN
easat-5716	219	2	1	1	NUM
easat-5716	219	3	consists	consist	VERB
easat-5716	219	4	of	of	ADP
easat-5716	219	5	10	10	NUM
easat-5716	219	6	residences	residence	NOUN
easat-5716	219	7	(	(	PUNCT
easat-5716	219	8	r1	r1	PROPN
easat-5716	219	9	,	,	PUNCT
easat-5716	219	10	r5	r5	PROPN
easat-5716	219	11	,	,	PUNCT
easat-5716	219	12	r6	r6	NOUN
easat-5716	219	13	,	,	PUNCT
easat-5716	219	14	r7	r7	NOUN
easat-5716	219	15	,	,	PUNCT
easat-5716	219	16	r11	r11	NOUN
easat-5716	219	17	,	,	PUNCT
easat-5716	219	18	r15	r15	NOUN
easat-5716	219	19	,	,	PUNCT
easat-5716	219	20	r17	r17	NOUN
easat-5716	219	21	,	,	PUNCT
easat-5716	219	22	r22	r22	NOUN
easat-5716	219	23	,	,	PUNCT
easat-5716	219	24	r27	r27	NOUN
easat-5716	219	25	,	,	PUNCT
easat-5716	219	26	r28	r28	PROPN
easat-5716	219	27	)	)	PUNCT
easat-5716	219	28	which	which	PRON
easat-5716	219	29	give	give	VERB
easat-5716	219	30	the	the	DET
easat-5716	219	31	best	good	ADJ
easat-5716	219	32	results	result	NOUN
easat-5716	219	33	with	with	ADP
easat-5716	219	34	the	the	DET
easat-5716	219	35	hybrid	hybrid	ADJ
easat-5716	219	36	wnnk	wnnk	NOUN
easat-5716	219	37	model	model	NOUN
easat-5716	219	38	.	.	PUNCT
easat-5716	220	1	group	group	NOUN
easat-5716	220	2	2	2	NUM
easat-5716	220	3	includes	include	VERB
easat-5716	220	4	8	8	NUM
easat-5716	220	5	residences	residence	NOUN
easat-5716	220	6	(	(	PUNCT
easat-5716	220	7	r2	r2	PROPN
easat-5716	220	8	,	,	PUNCT
easat-5716	220	9	r3	r3	PROPN
easat-5716	220	10	,	,	PUNCT
easat-5716	220	11	r9	r9	NOUN
easat-5716	220	12	,	,	PUNCT
easat-5716	220	13	r14	r14	NOUN
easat-5716	220	14	,	,	PUNCT
easat-5716	220	15	r18	r18	NOUN
easat-5716	220	16	,	,	PUNCT
easat-5716	220	17	r19	r19	PROPN
easat-5716	220	18	,	,	PUNCT
easat-5716	220	19	r24	r24	PROPN
easat-5716	220	20	,	,	PUNCT
easat-5716	220	21	r26	r26	NOUN
easat-5716	220	22	)	)	PUNCT
easat-5716	220	23	and	and	CCONJ
easat-5716	220	24	gives	give	VERB
easat-5716	220	25	the	the	DET
easat-5716	220	26	best	good	ADJ
easat-5716	220	27	results	result	NOUN
easat-5716	220	28	with	with	ADP
easat-5716	220	29	the	the	DET
easat-5716	220	30	hybrid	hybrid	PROPN
easat-5716	220	31	wnna	wnna	PROPN
easat-5716	220	32	model	model	PROPN
easat-5716	220	33	.	.	PUNCT
easat-5716	221	1	group	group	NOUN
easat-5716	221	2	3	3	NUM
easat-5716	221	3	consists	consist	VERB
easat-5716	221	4	of	of	ADP
easat-5716	221	5	10	10	NUM
easat-5716	221	6	residences	residence	NOUN
easat-5716	221	7	(	(	PUNCT
easat-5716	221	8	r4	r4	NOUN
easat-5716	221	9	,	,	PUNCT
easat-5716	221	10	r8	r8	PROPN
easat-5716	221	11	,	,	PUNCT
easat-5716	221	12	r10	r10	NUM
easat-5716	221	13	,	,	PUNCT
easat-5716	221	14	r12	r12	NOUN
easat-5716	221	15	,	,	PUNCT
easat-5716	221	16	r13	r13	PROPN
easat-5716	221	17	,	,	PUNCT
easat-5716	221	18	r16	r16	PROPN
easat-5716	221	19	,	,	PUNCT
easat-5716	221	20	r20	r20	NOUN
easat-5716	221	21	,	,	PUNCT
easat-5716	221	22	r21	r21	NOUN
easat-5716	221	23	,	,	PUNCT
easat-5716	221	24	r23	r23	NOUN
easat-5716	221	25	,	,	PUNCT
easat-5716	221	26	r25	r25	NUM
easat-5716	221	27	)	)	PUNCT
easat-5716	221	28	which	which	PRON
easat-5716	221	29	give	give	VERB
easat-5716	221	30	the	the	DET
easat-5716	221	31	best	good	ADJ
easat-5716	221	32	results	result	NOUN
easat-5716	221	33	with	with	ADP
easat-5716	221	34	the	the	DET
easat-5716	221	35	hybrid	hybrid	ADJ
easat-5716	221	36	wka	wka	PROPN
easat-5716	221	37	model	model	NOUN
easat-5716	221	38	.	.	PUNCT
easat-5716	222	1	the	the	DET
easat-5716	222	2	error	error	NOUN
easat-5716	222	3	evaluation	evaluation	NOUN
easat-5716	222	4	criteria	criterion	NOUN
easat-5716	222	5	applied	apply	VERB
easat-5716	222	6	to	to	ADP
easat-5716	222	7	group	group	NOUN
easat-5716	222	8	1	1	NUM
easat-5716	222	9	show	show	NOUN
easat-5716	222	10	r2	r2	NOUN
easat-5716	222	11	values	value	NOUN
easat-5716	222	12	ranging	range	VERB
easat-5716	222	13	from	from	ADP
easat-5716	222	14	0.9591	0.9591	NUM
easat-5716	222	15	to	to	ADP
easat-5716	222	16	0.9810	0.9810	NUM
easat-5716	222	17	for	for	ADP
easat-5716	222	18	the	the	DET
easat-5716	222	19	hybrid	hybrid	ADJ
easat-5716	222	20	wnnk	wnnk	NOUN
easat-5716	222	21	model	model	NOUN
easat-5716	222	22	,	,	PUNCT
easat-5716	222	23	while	while	SCONJ
easat-5716	222	24	the	the	DET
easat-5716	222	25	other	other	ADJ
easat-5716	222	26	hybrid	hybrid	ADJ
easat-5716	222	27	models	model	NOUN
easat-5716	222	28	for	for	ADP
easat-5716	222	29	the	the	DET
easat-5716	222	30	same	same	ADJ
easat-5716	222	31	group	group	NOUN
easat-5716	222	32	give	give	VERB
easat-5716	222	33	r2	r2	PROPN
easat-5716	222	34	values	value	NOUN
easat-5716	222	35	ranging	range	VERB
easat-5716	222	36	from	from	ADP
easat-5716	222	37	0.6881	0.6881	NUM
easat-5716	222	38	to	to	ADP
easat-5716	222	39	0.8325	0.8325	NUM
easat-5716	222	40	for	for	ADP
easat-5716	222	41	the	the	DET
easat-5716	222	42	wnna	wnna	PROPN
easat-5716	222	43	model	model	NOUN
easat-5716	222	44	and	and	CCONJ
easat-5716	222	45	from	from	ADP
easat-5716	222	46	0.6842	0.6842	NUM
easat-5716	222	47	to	to	ADP
easat-5716	222	48	0.8149	0.8149	NUM
easat-5716	222	49	for	for	ADP
easat-5716	222	50	the	the	DET
easat-5716	222	51	wka	wka	PROPN
easat-5716	222	52	model	model	NOUN
easat-5716	222	53	.	.	PUNCT
easat-5716	223	1	for	for	ADP
easat-5716	223	2	group	group	NOUN
easat-5716	223	3	2	2	NUM
easat-5716	223	4	,	,	PUNCT
easat-5716	223	5	the	the	DET
easat-5716	223	6	r2	r2	PROPN
easat-5716	223	7	values	value	NOUN
easat-5716	223	8	range	range	VERB
easat-5716	223	9	from	from	ADP
easat-5716	223	10	0.9041	0.9041	NUM
easat-5716	223	11	to	to	ADP
easat-5716	223	12	0.9582	0.9582	NUM
easat-5716	223	13	for	for	ADP
easat-5716	223	14	the	the	DET
easat-5716	223	15	hybrid	hybrid	PROPN
easat-5716	223	16	wnna	wnna	PROPN
easat-5716	223	17	model	model	NOUN
easat-5716	223	18	,	,	PUNCT
easat-5716	223	19	while	while	SCONJ
easat-5716	223	20	the	the	DET
easat-5716	223	21	other	other	ADJ
easat-5716	223	22	hybrid	hybrid	ADJ
easat-5716	223	23	models	model	NOUN
easat-5716	223	24	for	for	ADP
easat-5716	223	25	the	the	DET
easat-5716	223	26	same	same	ADJ
easat-5716	223	27	group	group	NOUN
easat-5716	223	28	give	give	VERB
easat-5716	223	29	r2	r2	PROPN
easat-5716	223	30	values	value	NOUN
easat-5716	223	31	ranging	range	VERB
easat-5716	223	32	from	from	ADP
easat-5716	223	33	0.7761	0.7761	NUM
easat-5716	223	34	to	to	ADP
easat-5716	223	35	0.8285	0.8285	NUM
easat-5716	223	36	for	for	ADP
easat-5716	223	37	the	the	DET
easat-5716	223	38	wnnk	wnnk	NOUN
easat-5716	223	39	model	model	NOUN
easat-5716	223	40	and	and	CCONJ
easat-5716	223	41	from	from	ADP
easat-5716	223	42	0.6594	0.6594	NUM
easat-5716	223	43	to	to	ADP
easat-5716	223	44	0.8012	0.8012	NUM
easat-5716	223	45	for	for	ADP
easat-5716	223	46	the	the	DET
easat-5716	223	47	wka	wka	PROPN
easat-5716	223	48	model	model	NOUN
easat-5716	223	49	.	.	PUNCT
easat-5716	224	1	finally	finally	ADV
easat-5716	224	2	,	,	PUNCT
easat-5716	224	3	for	for	ADP
easat-5716	224	4	group	group	NOUN
easat-5716	224	5	3	3	NUM
easat-5716	224	6	,	,	PUNCT
easat-5716	224	7	the	the	DET
easat-5716	224	8	r2	r2	PROPN
easat-5716	224	9	values	value	NOUN
easat-5716	224	10	range	range	VERB
easat-5716	224	11	from	from	ADP
easat-5716	224	12	0.9381	0.9381	NUM
easat-5716	224	13	to	to	ADP
easat-5716	224	14	0.9808	0.9808	NUM
easat-5716	224	15	for	for	ADP
easat-5716	224	16	the	the	DET
easat-5716	224	17	hybrid	hybrid	ADJ
easat-5716	224	18	wka	wka	PROPN
easat-5716	224	19	model	model	NOUN
easat-5716	224	20	,	,	PUNCT
easat-5716	224	21	while	while	SCONJ
easat-5716	224	22	the	the	DET
easat-5716	224	23	other	other	ADJ
easat-5716	224	24	hybrid	hybrid	ADJ
easat-5716	224	25	models	model	NOUN
easat-5716	224	26	for	for	ADP
easat-5716	224	27	the	the	DET
easat-5716	224	28	same	same	ADJ
easat-5716	224	29	group	group	NOUN
easat-5716	224	30	give	give	VERB
easat-5716	224	31	r2	r2	PROPN
easat-5716	224	32	values	value	NOUN
easat-5716	224	33	ranging	range	VERB
easat-5716	224	34	from	from	ADP
easat-5716	224	35	0.7317	0.7317	NUM
easat-5716	224	36	to	to	ADP
easat-5716	224	37	0.8631	0.8631	NUM
easat-5716	224	38	for	for	ADP
easat-5716	224	39	the	the	DET
easat-5716	224	40	wnna	wnna	PROPN
easat-5716	224	41	model	model	NOUN
easat-5716	224	42	and	and	CCONJ
easat-5716	224	43	from	from	ADP
easat-5716	224	44	0.7372	0.7372	NUM
easat-5716	224	45	to	to	ADP
easat-5716	224	46	0.8089	0.8089	NUM
easat-5716	224	47	for	for	ADP
easat-5716	224	48	the	the	DET
easat-5716	224	49	wnnk	wnnk	NOUN
easat-5716	224	50	model	model	NOUN
easat-5716	224	51	.	.	PUNCT
easat-5716	225	1	three	three	NUM
easat-5716	225	2	residences	residence	NOUN
easat-5716	225	3	,	,	PUNCT
easat-5716	225	4	each	each	PRON
easat-5716	225	5	belonging	belong	VERB
easat-5716	225	6	to	to	ADP
easat-5716	225	7	one	one	NUM
easat-5716	225	8	of	of	ADP
easat-5716	225	9	the	the	DET
easat-5716	225	10	three	three	NUM
easat-5716	225	11	groups	group	NOUN
easat-5716	225	12	,	,	PUNCT
easat-5716	225	13	are	be	AUX
easat-5716	225	14	visualized	visualize	VERB
easat-5716	225	15	in	in	ADP
easat-5716	225	16	the	the	DET
easat-5716	225	17	following	follow	VERB
easat-5716	225	18	figures	figure	NOUN
easat-5716	225	19	,	,	PUNCT
easat-5716	225	20	highlighting	highlight	VERB
easat-5716	225	21	the	the	DET
easat-5716	225	22	predictions	prediction	NOUN
easat-5716	225	23	given	give	VERB
easat-5716	225	24	by	by	ADP
easat-5716	225	25	the	the	DET
easat-5716	225	26	three	three	NUM
easat-5716	225	27	hybrid	hybrid	ADJ
easat-5716	225	28	models	model	NOUN
easat-5716	225	29	each	each	DET
easat-5716	225	30	time	time	NOUN
easat-5716	225	31	.	.	PUNCT
easat-5716	226	1	based	base	VERB
easat-5716	226	2	on	on	ADP
easat-5716	226	3	the	the	DET
easat-5716	226	4	residences	residence	NOUN
easat-5716	226	5	that	that	PRON
easat-5716	226	6	give	give	VERB
easat-5716	226	7	the	the	DET
easat-5716	226	8	highest	high	ADJ
easat-5716	226	9	correlation	correlation	NOUN
easat-5716	226	10	coefficients	coefficient	NOUN
easat-5716	226	11	,	,	PUNCT
easat-5716	226	12	the	the	DET
easat-5716	226	13	choice	choice	NOUN
easat-5716	226	14	for	for	ADP
easat-5716	226	15	visualization	visualization	NOUN
easat-5716	226	16	was	be	AUX
easat-5716	226	17	made	make	VERB
easat-5716	226	18	for	for	ADP
easat-5716	226	19	residence	residence	NOUN
easat-5716	226	20	r28	r28	NOUN
easat-5716	226	21	for	for	ADP
easat-5716	226	22	group	group	NOUN
easat-5716	226	23	1	1	NUM
easat-5716	226	24	,	,	PUNCT
easat-5716	226	25	r9	r9	NOUN
easat-5716	226	26	for	for	ADP
easat-5716	226	27	group	group	NOUN
easat-5716	226	28	2	2	NUM
easat-5716	226	29	,	,	PUNCT
easat-5716	226	30	and	and	CCONJ
easat-5716	226	31	r25	r25	NOUN
easat-5716	226	32	for	for	ADP
easat-5716	226	33	group	group	NOUN
easat-5716	226	34	3	3	NUM
easat-5716	226	35	.	.	PROPN
easat-5716	226	36	1903	1903	NUM
easat-5716	226	37	edelweiss	edelweiss	PROPN
easat-5716	226	38	applied	apply	VERB
easat-5716	226	39	science	science	NOUN
easat-5716	226	40	and	and	CCONJ
easat-5716	226	41	technology	technology	NOUN
easat-5716	226	42	issn	issn	PROPN
easat-5716	226	43	:	:	PUNCT
easat-5716	226	44	2576	2576	NUM
easat-5716	226	45	-	-	SYM
easat-5716	226	46	8484	8484	NUM
easat-5716	226	47	vol	vol	NOUN
easat-5716	226	48	.	.	PROPN
easat-5716	227	1	9	9	NUM
easat-5716	227	2	,	,	PUNCT
easat-5716	227	3	no	no	INTJ
easat-5716	227	4	.	.	NOUN
easat-5716	228	1	3	3	NUM
easat-5716	228	2	:	:	SYM
easat-5716	228	3	1892	1892	NUM
easat-5716	228	4	-	-	SYM
easat-5716	228	5	1907	1907	NUM
easat-5716	228	6	,	,	PUNCT
easat-5716	228	7	2025	2025	NUM
easat-5716	228	8	doi	doi	NOUN
easat-5716	228	9	:	:	PUNCT
easat-5716	228	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	228	11	©	©	PROPN
easat-5716	228	12	2025	2025	NUM
easat-5716	228	13	by	by	ADP
easat-5716	228	14	the	the	DET
easat-5716	228	15	authors	author	NOUN
easat-5716	228	16	;	;	PUNCT
easat-5716	228	17	licensee	licensee	PROPN
easat-5716	228	18	learning	learn	VERB
easat-5716	228	19	gate	gate	NOUN
easat-5716	228	20	figure	figure	NOUN
easat-5716	228	21	7	7	NUM
easat-5716	228	22	.	.	PUNCT
easat-5716	228	23	comparison	comparison	NOUN
easat-5716	228	24	of	of	ADP
easat-5716	228	25	different	different	ADJ
easat-5716	228	26	results	result	NOUN
easat-5716	228	27	of	of	ADP
easat-5716	228	28	hybrid	hybrid	ADJ
easat-5716	228	29	models	model	NOUN
easat-5716	228	30	for	for	ADP
easat-5716	228	31	residence	residence	NOUN
easat-5716	228	32	r28	r28	NOUN
easat-5716	228	33	.	.	PUNCT
easat-5716	229	1	figure	figure	NOUN
easat-5716	229	2	8	8	NUM
easat-5716	229	3	.	.	PUNCT
easat-5716	230	1	comparison	comparison	NOUN
easat-5716	230	2	of	of	ADP
easat-5716	230	3	different	different	ADJ
easat-5716	230	4	results	result	NOUN
easat-5716	230	5	of	of	ADP
easat-5716	230	6	hybrid	hybrid	ADJ
easat-5716	230	7	models	model	NOUN
easat-5716	230	8	for	for	ADP
easat-5716	230	9	residence	residence	NOUN
easat-5716	230	10	r9	r9	NOUN
easat-5716	230	11	.	.	PUNCT
easat-5716	231	1	1904	1904	NUM
easat-5716	231	2	edelweiss	edelweiss	PROPN
easat-5716	231	3	applied	apply	VERB
easat-5716	231	4	science	science	NOUN
easat-5716	231	5	and	and	CCONJ
easat-5716	231	6	technology	technology	NOUN
easat-5716	231	7	issn	issn	PROPN
easat-5716	231	8	:	:	PUNCT
easat-5716	231	9	2576	2576	NUM
easat-5716	231	10	-	-	SYM
easat-5716	231	11	8484	8484	NUM
easat-5716	231	12	vol	vol	NOUN
easat-5716	231	13	.	.	PROPN
easat-5716	232	1	9	9	NUM
easat-5716	232	2	,	,	PUNCT
easat-5716	232	3	no	no	INTJ
easat-5716	232	4	.	.	NOUN
easat-5716	233	1	3	3	NUM
easat-5716	233	2	:	:	SYM
easat-5716	233	3	1892	1892	NUM
easat-5716	233	4	-	-	SYM
easat-5716	233	5	1907	1907	NUM
easat-5716	233	6	,	,	PUNCT
easat-5716	233	7	2025	2025	NUM
easat-5716	233	8	doi	doi	NOUN
easat-5716	233	9	:	:	PUNCT
easat-5716	233	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	233	11	©	©	PROPN
easat-5716	233	12	2025	2025	NUM
easat-5716	233	13	by	by	ADP
easat-5716	233	14	the	the	DET
easat-5716	233	15	authors	author	NOUN
easat-5716	233	16	;	;	PUNCT
easat-5716	233	17	licensee	licensee	PROPN
easat-5716	233	18	learning	learn	VERB
easat-5716	233	19	gate	gate	NOUN
easat-5716	233	20	figure	figure	NOUN
easat-5716	233	21	9	9	NUM
easat-5716	233	22	.	.	PUNCT
easat-5716	233	23	comparison	comparison	NOUN
easat-5716	233	24	of	of	ADP
easat-5716	233	25	different	different	ADJ
easat-5716	233	26	results	result	NOUN
easat-5716	233	27	of	of	ADP
easat-5716	233	28	hybrid	hybrid	ADJ
easat-5716	233	29	models	model	NOUN
easat-5716	233	30	for	for	ADP
easat-5716	233	31	residence	residence	NOUN
easat-5716	233	32	r25	r25	NOUN
easat-5716	233	33	.	.	PUNCT
easat-5716	234	1	these	these	DET
easat-5716	234	2	graphs	graph	NOUN
easat-5716	234	3	in	in	ADP
easat-5716	234	4	figures	figure	NOUN
easat-5716	234	5	7	7	NUM
easat-5716	234	6	,	,	PUNCT
easat-5716	234	7	8	8	NUM
easat-5716	234	8	,	,	PUNCT
easat-5716	234	9	and	and	CCONJ
easat-5716	234	10	9	9	NUM
easat-5716	234	11	show	show	VERB
easat-5716	234	12	the	the	DET
easat-5716	234	13	predicted	predict	VERB
easat-5716	234	14	values	value	NOUN
easat-5716	234	15	by	by	ADP
easat-5716	234	16	the	the	DET
easat-5716	234	17	hybrid	hybrid	NOUN
easat-5716	234	18	models	model	NOUN
easat-5716	234	19	wnna	wnna	PROPN
easat-5716	234	20	,	,	PUNCT
easat-5716	234	21	wnnk	wnnk	NOUN
easat-5716	234	22	,	,	PUNCT
easat-5716	234	23	wka	wka	PROPN
easat-5716	234	24	and	and	CCONJ
easat-5716	234	25	the	the	DET
easat-5716	234	26	actual	actual	ADJ
easat-5716	234	27	observed	observed	ADJ
easat-5716	234	28	values	value	NOUN
easat-5716	234	29	used	use	VERB
easat-5716	234	30	to	to	PART
easat-5716	234	31	test	test	VERB
easat-5716	234	32	the	the	DET
easat-5716	234	33	models	model	NOUN
easat-5716	234	34	for	for	ADP
easat-5716	234	35	the	the	DET
easat-5716	234	36	considered	consider	VERB
easat-5716	234	37	residences	residence	NOUN
easat-5716	234	38	.	.	PUNCT
easat-5716	235	1	as	as	SCONJ
easat-5716	235	2	shown	show	VERB
easat-5716	235	3	in	in	ADP
easat-5716	235	4	figure	figure	NOUN
easat-5716	235	5	7	7	NUM
easat-5716	235	6	,	,	PUNCT
easat-5716	235	7	the	the	DET
easat-5716	235	8	prediction	prediction	NOUN
easat-5716	235	9	given	give	VERB
easat-5716	235	10	by	by	ADP
easat-5716	235	11	residence	residence	NOUN
easat-5716	235	12	28	28	NUM
easat-5716	235	13	of	of	ADP
easat-5716	235	14	group	group	NOUN
easat-5716	235	15	1	1	NUM
easat-5716	235	16	with	with	ADP
easat-5716	235	17	the	the	DET
easat-5716	235	18	hybrid	hybrid	ADJ
easat-5716	235	19	wnna	wnna	PROPN
easat-5716	235	20	model	model	NOUN
easat-5716	235	21	is	be	AUX
easat-5716	235	22	more	more	ADV
easat-5716	235	23	correlated	correlate	VERB
easat-5716	235	24	with	with	ADP
easat-5716	235	25	the	the	DET
easat-5716	235	26	observed	observe	VERB
easat-5716	235	27	signal	signal	NOUN
easat-5716	235	28	than	than	ADP
easat-5716	235	29	with	with	ADP
easat-5716	235	30	the	the	DET
easat-5716	235	31	wnnk	wnnk	NOUN
easat-5716	235	32	and	and	CCONJ
easat-5716	235	33	wka	wka	PROPN
easat-5716	235	34	models	model	NOUN
easat-5716	235	35	.	.	PUNCT
easat-5716	236	1	similarly	similarly	ADV
easat-5716	236	2	,	,	PUNCT
easat-5716	236	3	in	in	ADP
easat-5716	236	4	figure	figure	NOUN
easat-5716	236	5	8	8	NUM
easat-5716	236	6	,	,	PUNCT
easat-5716	236	7	the	the	DET
easat-5716	236	8	prediction	prediction	NOUN
easat-5716	236	9	of	of	ADP
easat-5716	236	10	residence	residence	NOUN
easat-5716	236	11	9	9	NUM
easat-5716	236	12	of	of	ADP
easat-5716	236	13	group	group	NOUN
easat-5716	236	14	2	2	NUM
easat-5716	236	15	given	give	VERB
easat-5716	236	16	by	by	ADP
easat-5716	236	17	the	the	DET
easat-5716	236	18	hybrid	hybrid	ADJ
easat-5716	236	19	wnnk	wnnk	NOUN
easat-5716	236	20	model	model	NOUN
easat-5716	236	21	shows	show	VERB
easat-5716	236	22	a	a	DET
easat-5716	236	23	better	well	ADJ
easat-5716	236	24	correlation	correlation	NOUN
easat-5716	236	25	with	with	ADP
easat-5716	236	26	the	the	DET
easat-5716	236	27	actual	actual	ADJ
easat-5716	236	28	observed	observed	ADJ
easat-5716	236	29	signal	signal	NOUN
easat-5716	236	30	than	than	ADP
easat-5716	236	31	that	that	PRON
easat-5716	236	32	given	give	VERB
easat-5716	236	33	by	by	ADP
easat-5716	236	34	the	the	DET
easat-5716	236	35	wnna	wnna	PROPN
easat-5716	236	36	and	and	CCONJ
easat-5716	236	37	wka	wka	PROPN
easat-5716	236	38	models	model	NOUN
easat-5716	236	39	.	.	PUNCT
easat-5716	237	1	the	the	DET
easat-5716	237	2	prediction	prediction	NOUN
easat-5716	237	3	of	of	ADP
easat-5716	237	4	residence	residence	NOUN
easat-5716	237	5	25	25	NUM
easat-5716	237	6	of	of	ADP
easat-5716	237	7	group	group	NOUN
easat-5716	237	8	3	3	NUM
easat-5716	237	9	given	give	VERB
easat-5716	237	10	by	by	ADP
easat-5716	237	11	the	the	DET
easat-5716	237	12	hybrid	hybrid	ADJ
easat-5716	237	13	wka	wka	PROPN
easat-5716	237	14	model	model	NOUN
easat-5716	237	15	has	have	VERB
easat-5716	237	16	a	a	DET
easat-5716	237	17	stronger	strong	ADJ
easat-5716	237	18	correlation	correlation	NOUN
easat-5716	237	19	with	with	ADP
easat-5716	237	20	the	the	DET
easat-5716	237	21	actual	actual	ADJ
easat-5716	237	22	observed	observed	ADJ
easat-5716	237	23	signal	signal	NOUN
easat-5716	237	24	than	than	ADP
easat-5716	237	25	that	that	PRON
easat-5716	237	26	given	give	VERB
easat-5716	237	27	by	by	ADP
easat-5716	237	28	the	the	DET
easat-5716	237	29	wnna	wnna	PROPN
easat-5716	237	30	and	and	CCONJ
easat-5716	237	31	wnnk	wnnk	NOUN
easat-5716	237	32	models	model	NOUN
easat-5716	237	33	.	.	PUNCT
easat-5716	238	1	according	accord	VERB
easat-5716	238	2	to	to	ADP
easat-5716	238	3	the	the	DET
easat-5716	238	4	obtained	obtain	VERB
easat-5716	238	5	results	result	NOUN
easat-5716	238	6	,	,	PUNCT
easat-5716	238	7	the	the	DET
easat-5716	238	8	signal	signal	ADJ
easat-5716	238	9	trend	trend	NOUN
easat-5716	238	10	provides	provide	VERB
easat-5716	238	11	information	information	NOUN
easat-5716	238	12	about	about	ADP
easat-5716	238	13	the	the	DET
easat-5716	238	14	nature	nature	NOUN
easat-5716	238	15	of	of	ADP
easat-5716	238	16	the	the	DET
easat-5716	238	17	data	datum	NOUN
easat-5716	238	18	,	,	PUNCT
easat-5716	238	19	showing	show	VERB
easat-5716	238	20	how	how	SCONJ
easat-5716	238	21	unstable	unstable	ADJ
easat-5716	238	22	the	the	DET
easat-5716	238	23	signal	signal	NOUN
easat-5716	238	24	is	be	AUX
easat-5716	238	25	.	.	PUNCT
easat-5716	239	1	the	the	DET
easat-5716	239	2	smoother	smooth	ADJ
easat-5716	239	3	the	the	DET
easat-5716	239	4	signal	signal	NOUN
easat-5716	239	5	and	and	CCONJ
easat-5716	239	6	the	the	PRON
easat-5716	239	7	lower	low	ADJ
easat-5716	239	8	the	the	DET
easat-5716	239	9	amplitude	amplitude	NOUN
easat-5716	239	10	(	(	PUNCT
easat-5716	239	11	between	between	ADP
easat-5716	239	12	0	0	NUM
easat-5716	239	13	and	and	CCONJ
easat-5716	239	14	1watt	1watt	NUM
easat-5716	239	15	-	-	PUNCT
easat-5716	239	16	hour	hour	NOUN
easat-5716	239	17	(	(	PUNCT
easat-5716	239	18	wh	wh	NOUN
easat-5716	239	19	)	)	PUNCT
easat-5716	239	20	)	)	PUNCT
easat-5716	239	21	,	,	PUNCT
easat-5716	239	22	the	the	PRON
easat-5716	239	23	better	well	ADJ
easat-5716	239	24	the	the	DET
easat-5716	239	25	results	result	NOUN
easat-5716	239	26	with	with	ADP
easat-5716	239	27	the	the	DET
easat-5716	239	28	hybrid	hybrid	ADJ
easat-5716	239	29	wnnk	wnnk	NOUN
easat-5716	239	30	model	model	NOUN
easat-5716	239	31	.	.	PUNCT
easat-5716	240	1	for	for	ADP
easat-5716	240	2	trends	trend	NOUN
easat-5716	240	3	where	where	SCONJ
easat-5716	240	4	the	the	DET
easat-5716	240	5	signal	signal	NOUN
easat-5716	240	6	is	be	AUX
easat-5716	240	7	very	very	ADV
easat-5716	240	8	unstable	unstable	ADJ
easat-5716	240	9	and	and	CCONJ
easat-5716	240	10	noisy	noisy	ADJ
easat-5716	240	11	with	with	ADP
easat-5716	240	12	many	many	ADJ
easat-5716	240	13	fluctuations	fluctuation	NOUN
easat-5716	240	14	,	,	PUNCT
easat-5716	240	15	there	there	PRON
easat-5716	240	16	are	be	VERB
easat-5716	240	17	two	two	NUM
easat-5716	240	18	possibilities	possibility	NOUN
easat-5716	240	19	:	:	PUNCT
easat-5716	240	20	one	one	NUM
easat-5716	240	21	with	with	ADP
easat-5716	240	22	very	very	ADV
easat-5716	240	23	low	low	ADJ
easat-5716	240	24	amplitudes	amplitude	NOUN
easat-5716	240	25	(	(	PUNCT
easat-5716	240	26	between	between	ADP
easat-5716	240	27	0	0	NUM
easat-5716	240	28	and	and	CCONJ
easat-5716	240	29	2	2	NUM
easat-5716	240	30	wh	wh	NOUN
easat-5716	240	31	)	)	PUNCT
easat-5716	240	32	which	which	PRON
easat-5716	240	33	offers	offer	VERB
easat-5716	240	34	the	the	DET
easat-5716	240	35	best	good	ADJ
easat-5716	240	36	results	result	NOUN
easat-5716	240	37	with	with	ADP
easat-5716	240	38	the	the	DET
easat-5716	240	39	hybrid	hybrid	PROPN
easat-5716	240	40	wnna	wnna	PROPN
easat-5716	240	41	model	model	NOUN
easat-5716	240	42	,	,	PUNCT
easat-5716	240	43	and	and	CCONJ
easat-5716	240	44	the	the	DET
easat-5716	240	45	other	other	ADJ
easat-5716	240	46	with	with	ADP
easat-5716	240	47	relatively	relatively	ADV
easat-5716	240	48	high	high	ADJ
easat-5716	240	49	amplitudes	amplitude	NOUN
easat-5716	240	50	(	(	PUNCT
easat-5716	240	51	between	between	ADP
easat-5716	240	52	0	0	NUM
easat-5716	240	53	and	and	CCONJ
easat-5716	240	54	7	7	NUM
easat-5716	240	55	wh	wh	NOUN
easat-5716	240	56	)	)	PUNCT
easat-5716	240	57	which	which	PRON
easat-5716	240	58	gives	give	VERB
easat-5716	240	59	better	well	ADJ
easat-5716	240	60	results	result	NOUN
easat-5716	240	61	with	with	ADP
easat-5716	240	62	the	the	DET
easat-5716	240	63	hybrid	hybrid	ADJ
easat-5716	240	64	wka	wka	PROPN
easat-5716	240	65	model	model	NOUN
easat-5716	240	66	.	.	PUNCT
easat-5716	241	1	the	the	DET
easat-5716	241	2	data	datum	NOUN
easat-5716	241	3	of	of	ADP
easat-5716	241	4	the	the	DET
easat-5716	241	5	residences	residence	NOUN
easat-5716	241	6	belonging	belong	VERB
easat-5716	241	7	to	to	ADP
easat-5716	241	8	a	a	DET
easat-5716	241	9	given	give	VERB
easat-5716	241	10	group	group	NOUN
easat-5716	241	11	present	present	ADJ
easat-5716	241	12	several	several	ADJ
easat-5716	241	13	similarities	similarity	NOUN
easat-5716	241	14	such	such	ADJ
easat-5716	241	15	as	as	ADP
easat-5716	241	16	the	the	DET
easat-5716	241	17	level	level	NOUN
easat-5716	241	18	of	of	ADP
easat-5716	241	19	electrical	electrical	ADJ
easat-5716	241	20	voltage	voltage	NOUN
easat-5716	241	21	,	,	PUNCT
easat-5716	241	22	the	the	DET
easat-5716	241	23	intensity	intensity	NOUN
easat-5716	241	24	of	of	ADP
easat-5716	241	25	the	the	DET
easat-5716	241	26	electrical	electrical	ADJ
easat-5716	241	27	current	current	NOUN
easat-5716	241	28	,	,	PUNCT
easat-5716	241	29	the	the	DET
easat-5716	241	30	network	network	NOUN
easat-5716	241	31	frequency	frequency	NOUN
easat-5716	241	32	,	,	PUNCT
easat-5716	241	33	the	the	DET
easat-5716	241	34	consumed	consume	VERB
easat-5716	241	35	and	and	CCONJ
easat-5716	241	36	produced	produce	VERB
easat-5716	241	37	power	power	NOUN
easat-5716	241	38	(	(	PUNCT
easat-5716	241	39	active	active	ADJ
easat-5716	241	40	,	,	PUNCT
easat-5716	241	41	reactive	reactive	ADJ
easat-5716	241	42	,	,	PUNCT
easat-5716	241	43	and	and	CCONJ
easat-5716	241	44	apparent	apparent	ADJ
easat-5716	241	45	)	)	PUNCT
easat-5716	241	46	,	,	PUNCT
easat-5716	241	47	the	the	DET
easat-5716	241	48	quality	quality	NOUN
easat-5716	241	49	of	of	ADP
easat-5716	241	50	harmonics	harmonic	NOUN
easat-5716	241	51	,	,	PUNCT
easat-5716	241	52	voltage	voltage	NOUN
easat-5716	241	53	dips	dip	NOUN
easat-5716	241	54	and	and	CCONJ
easat-5716	241	55	peaks	peak	NOUN
easat-5716	241	56	,	,	PUNCT
easat-5716	241	57	the	the	DET
easat-5716	241	58	quality	quality	NOUN
easat-5716	241	59	of	of	ADP
easat-5716	241	60	the	the	DET
easat-5716	241	61	power	power	NOUN
easat-5716	241	62	factor	factor	NOUN
easat-5716	241	63	,	,	PUNCT
easat-5716	241	64	event	event	NOUN
easat-5716	241	65	capture	capture	NOUN
easat-5716	241	66	(	(	PUNCT
easat-5716	241	67	load	load	NOUN
easat-5716	241	68	shedding	shedding	NOUN
easat-5716	241	69	)	)	PUNCT
easat-5716	241	70	,	,	PUNCT
easat-5716	241	71	the	the	DET
easat-5716	241	72	nature	nature	NOUN
easat-5716	241	73	of	of	ADP
easat-5716	241	74	the	the	DET
easat-5716	241	75	energy	energy	NOUN
easat-5716	241	76	source	source	NOUN
easat-5716	241	77	used	use	VERB
easat-5716	241	78	in	in	ADP
easat-5716	241	79	the	the	DET
easat-5716	241	80	residence	residence	NOUN
easat-5716	241	81	,	,	PUNCT
easat-5716	241	82	the	the	DET
easat-5716	241	83	quality	quality	NOUN
easat-5716	241	84	of	of	ADP
easat-5716	241	85	the	the	DET
easat-5716	241	86	electrical	electrical	ADJ
easat-5716	241	87	installation	installation	NOUN
easat-5716	241	88	performed	perform	VERB
easat-5716	241	89	,	,	PUNCT
easat-5716	241	90	and	and	CCONJ
easat-5716	241	91	the	the	DET
easat-5716	241	92	average	average	ADJ
easat-5716	241	93	consumed	consume	VERB
easat-5716	241	94	power	power	NOUN
easat-5716	241	95	.	.	PUNCT
easat-5716	242	1	6	6	X
easat-5716	242	2	.	.	X
easat-5716	242	3	conclusions	conclusion	NOUN
easat-5716	242	4	mastering	master	VERB
easat-5716	242	5	the	the	DET
easat-5716	242	6	consumption	consumption	NOUN
easat-5716	242	7	habits	habit	NOUN
easat-5716	242	8	of	of	ADP
easat-5716	242	9	residences	residence	NOUN
easat-5716	242	10	requires	require	VERB
easat-5716	242	11	a	a	DET
easat-5716	242	12	thorough	thorough	ADJ
easat-5716	242	13	analysis	analysis	NOUN
easat-5716	242	14	of	of	ADP
easat-5716	242	15	the	the	DET
easat-5716	242	16	collected	collect	VERB
easat-5716	242	17	data	datum	NOUN
easat-5716	242	18	followed	follow	VERB
easat-5716	242	19	by	by	ADP
easat-5716	242	20	accurate	accurate	ADJ
easat-5716	242	21	predictions	prediction	NOUN
easat-5716	242	22	for	for	ADP
easat-5716	242	23	each	each	DET
easat-5716	242	24	residence	residence	NOUN
easat-5716	242	25	.	.	PUNCT
easat-5716	243	1	this	this	PRON
easat-5716	243	2	is	be	AUX
easat-5716	243	3	the	the	DET
easat-5716	243	4	foundation	foundation	NOUN
easat-5716	243	5	of	of	ADP
easat-5716	243	6	the	the	DET
easat-5716	243	7	dynamism	dynamism	NOUN
easat-5716	243	8	of	of	ADP
easat-5716	243	9	the	the	DET
easat-5716	243	10	residential	residential	ADJ
easat-5716	243	11	energy	energy	NOUN
easat-5716	243	12	sector	sector	NOUN
easat-5716	243	13	,	,	PUNCT
easat-5716	243	14	enabling	enable	VERB
easat-5716	243	15	optimal	optimal	ADJ
easat-5716	243	16	decision	decision	NOUN
easat-5716	243	17	-	-	PUNCT
easat-5716	243	18	making	making	NOUN
easat-5716	243	19	by	by	ADP
easat-5716	243	20	the	the	DET
easat-5716	243	21	network	network	NOUN
easat-5716	243	22	manager	manager	NOUN
easat-5716	243	23	and	and	CCONJ
easat-5716	243	24	the	the	DET
easat-5716	243	25	potential	potential	ADJ
easat-5716	243	26	integration	integration	NOUN
easat-5716	243	27	of	of	ADP
easat-5716	243	28	decentralized	decentralize	VERB
easat-5716	243	29	production	production	NOUN
easat-5716	243	30	sources	source	NOUN
easat-5716	243	31	when	when	SCONJ
easat-5716	243	32	necessary	necessary	ADJ
easat-5716	243	33	.	.	PUNCT
easat-5716	244	1	in	in	ADP
easat-5716	244	2	this	this	DET
easat-5716	244	3	work	work	NOUN
easat-5716	244	4	,	,	PUNCT
easat-5716	244	5	three	three	NUM
easat-5716	244	6	hybrid	hybrid	ADJ
easat-5716	244	7	models	model	NOUN
easat-5716	244	8	were	be	AUX
easat-5716	244	9	developed	develop	VERB
easat-5716	244	10	based	base	VERB
easat-5716	244	11	on	on	ADP
easat-5716	244	12	wavelet	wavelet	NOUN
easat-5716	244	13	decomposition	decomposition	NOUN
easat-5716	244	14	,	,	PUNCT
easat-5716	244	15	which	which	PRON
easat-5716	244	16	is	be	AUX
easat-5716	244	17	then	then	ADV
easat-5716	244	18	combined	combine	VERB
easat-5716	244	19	with	with	ADP
easat-5716	244	20	neural	neural	ADJ
easat-5716	244	21	networks	network	NOUN
easat-5716	244	22	and	and	CCONJ
easat-5716	244	23	the	the	DET
easat-5716	244	24	kalman	kalman	PROPN
easat-5716	244	25	filter	filter	PROPN
easat-5716	244	26	,	,	PUNCT
easat-5716	244	27	or	or	CCONJ
easat-5716	244	28	neural	neural	ADJ
easat-5716	244	29	networks	network	NOUN
easat-5716	244	30	and	and	CCONJ
easat-5716	244	31	arima	arima	NOUN
easat-5716	244	32	,	,	PUNCT
easat-5716	244	33	or	or	CCONJ
easat-5716	244	34	the	the	DET
easat-5716	244	35	kalman	kalman	NOUN
easat-5716	244	36	filter	filter	NOUN
easat-5716	244	37	and	and	CCONJ
easat-5716	244	38	arima	arima	PROPN
easat-5716	244	39	,	,	PUNCT
easat-5716	244	40	to	to	PART
easat-5716	244	41	find	find	VERB
easat-5716	244	42	a	a	DET
easat-5716	244	43	suitable	suitable	ADJ
easat-5716	244	44	prediction	prediction	NOUN
easat-5716	244	45	model	model	NOUN
easat-5716	244	46	for	for	ADP
easat-5716	244	47	each	each	DET
easat-5716	244	48	category	category	NOUN
easat-5716	244	49	of	of	ADP
easat-5716	244	50	residence	residence	NOUN
easat-5716	244	51	.	.	PUNCT
easat-5716	245	1	the	the	DET
easat-5716	245	2	analysis	analysis	NOUN
easat-5716	245	3	of	of	ADP
easat-5716	245	4	the	the	DET
easat-5716	245	5	collected	collect	VERB
easat-5716	245	6	electrical	electrical	ADJ
easat-5716	245	7	energy	energy	NOUN
easat-5716	245	8	data	datum	NOUN
easat-5716	245	9	1905	1905	NUM
easat-5716	245	10	edelweiss	edelweiss	PROPN
easat-5716	245	11	applied	apply	VERB
easat-5716	245	12	science	science	NOUN
easat-5716	245	13	and	and	CCONJ
easat-5716	245	14	technology	technology	NOUN
easat-5716	245	15	issn	issn	PROPN
easat-5716	245	16	:	:	PUNCT
easat-5716	245	17	2576	2576	NUM
easat-5716	245	18	-	-	SYM
easat-5716	245	19	8484	8484	NUM
easat-5716	245	20	vol	vol	NOUN
easat-5716	245	21	.	.	PROPN
easat-5716	246	1	9	9	NUM
easat-5716	246	2	,	,	PUNCT
easat-5716	246	3	no	no	INTJ
easat-5716	246	4	.	.	NOUN
easat-5716	247	1	3	3	NUM
easat-5716	247	2	:	:	SYM
easat-5716	247	3	1892	1892	NUM
easat-5716	247	4	-	-	SYM
easat-5716	247	5	1907	1907	NUM
easat-5716	247	6	,	,	PUNCT
easat-5716	247	7	2025	2025	NUM
easat-5716	247	8	doi	doi	NOUN
easat-5716	247	9	:	:	PUNCT
easat-5716	247	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	247	11	©	©	PROPN
easat-5716	247	12	2025	2025	NUM
easat-5716	247	13	by	by	ADP
easat-5716	247	14	the	the	DET
easat-5716	247	15	authors	author	NOUN
easat-5716	247	16	;	;	PUNCT
easat-5716	247	17	licensee	licensee	PROPN
easat-5716	247	18	learning	learn	VERB
easat-5716	247	19	gate	gate	PROPN
easat-5716	247	20	allows	allow	VERB
easat-5716	247	21	classifying	classify	VERB
easat-5716	247	22	a	a	DET
easat-5716	247	23	given	give	VERB
easat-5716	247	24	residence	residence	NOUN
easat-5716	247	25	into	into	ADP
easat-5716	247	26	its	its	PRON
easat-5716	247	27	respective	respective	ADJ
easat-5716	247	28	group	group	NOUN
easat-5716	247	29	.	.	PUNCT
easat-5716	248	1	as	as	SCONJ
easat-5716	248	2	each	each	DET
easat-5716	248	3	group	group	NOUN
easat-5716	248	4	is	be	AUX
easat-5716	248	5	affiliated	affiliate	VERB
easat-5716	248	6	with	with	ADP
easat-5716	248	7	a	a	DET
easat-5716	248	8	hybrid	hybrid	ADJ
easat-5716	248	9	model	model	NOUN
easat-5716	248	10	,	,	PUNCT
easat-5716	248	11	error	error	NOUN
easat-5716	248	12	verification	verification	NOUN
easat-5716	248	13	tests	test	NOUN
easat-5716	248	14	performed	perform	VERB
easat-5716	248	15	with	with	ADP
easat-5716	248	16	rmse	rmse	NOUN
easat-5716	248	17	,	,	PUNCT
easat-5716	248	18	mape	mape	NOUN
easat-5716	248	19	,	,	PUNCT
easat-5716	248	20	and	and	CCONJ
easat-5716	248	21	r2	r2	PROPN
easat-5716	248	22	have	have	AUX
easat-5716	248	23	confirmed	confirm	VERB
easat-5716	248	24	that	that	SCONJ
easat-5716	248	25	residences	residence	NOUN
easat-5716	248	26	belonging	belong	VERB
easat-5716	248	27	to	to	ADP
easat-5716	248	28	group	group	NOUN
easat-5716	248	29	1	1	NUM
easat-5716	248	30	,	,	PUNCT
easat-5716	248	31	group	group	NOUN
easat-5716	248	32	2	2	NUM
easat-5716	248	33	,	,	PUNCT
easat-5716	248	34	and	and	CCONJ
easat-5716	248	35	group	group	NOUN
easat-5716	248	36	3	3	NUM
easat-5716	248	37	respectively	respectively	ADV
easat-5716	248	38	provide	provide	VERB
easat-5716	248	39	optimal	optimal	ADJ
easat-5716	248	40	prediction	prediction	NOUN
easat-5716	248	41	results	result	NOUN
easat-5716	248	42	with	with	ADP
easat-5716	248	43	the	the	DET
easat-5716	248	44	hybrid	hybrid	ADJ
easat-5716	248	45	models	model	NOUN
easat-5716	248	46	wnnk	wnnk	NOUN
easat-5716	248	47	,	,	PUNCT
easat-5716	248	48	wnna	wnna	NOUN
easat-5716	248	49	,	,	PUNCT
easat-5716	248	50	and	and	CCONJ
easat-5716	248	51	wka	wka	NOUN
easat-5716	248	52	.	.	PUNCT
easat-5716	249	1	mastering	master	VERB
easat-5716	249	2	electrical	electrical	ADJ
easat-5716	249	3	energy	energy	NOUN
easat-5716	249	4	at	at	ADP
easat-5716	249	5	the	the	DET
easat-5716	249	6	residential	residential	ADJ
easat-5716	249	7	level	level	NOUN
easat-5716	249	8	contributes	contribute	VERB
easat-5716	249	9	to	to	ADP
easat-5716	249	10	accurately	accurately	ADV
easat-5716	249	11	understanding	understand	VERB
easat-5716	249	12	the	the	DET
easat-5716	249	13	consumption	consumption	NOUN
easat-5716	249	14	pattern	pattern	NOUN
easat-5716	249	15	of	of	ADP
easat-5716	249	16	each	each	DET
easat-5716	249	17	residence	residence	NOUN
easat-5716	249	18	.	.	PUNCT
easat-5716	250	1	by	by	ADP
easat-5716	250	2	categorizing	categorize	VERB
easat-5716	250	3	each	each	DET
easat-5716	250	4	residence	residence	NOUN
easat-5716	250	5	into	into	ADP
easat-5716	250	6	one	one	NUM
easat-5716	250	7	of	of	ADP
easat-5716	250	8	these	these	DET
easat-5716	250	9	three	three	NUM
easat-5716	250	10	groups	group	NOUN
easat-5716	250	11	,	,	PUNCT
easat-5716	250	12	it	it	PRON
easat-5716	250	13	is	be	AUX
easat-5716	250	14	possible	possible	ADJ
easat-5716	250	15	to	to	PART
easat-5716	250	16	determine	determine	VERB
easat-5716	250	17	in	in	ADP
easat-5716	250	18	advance	advance	NOUN
easat-5716	250	19	the	the	DET
easat-5716	250	20	appropriate	appropriate	ADJ
easat-5716	250	21	hybrid	hybrid	ADJ
easat-5716	250	22	prediction	prediction	NOUN
easat-5716	250	23	model	model	NOUN
easat-5716	250	24	for	for	ADP
easat-5716	250	25	each	each	DET
easat-5716	250	26	residence	residence	NOUN
easat-5716	250	27	.	.	PUNCT
easat-5716	251	1	this	this	DET
easat-5716	251	2	mastery	mastery	NOUN
easat-5716	251	3	of	of	ADP
easat-5716	251	4	energy	energy	NOUN
easat-5716	251	5	at	at	ADP
easat-5716	251	6	the	the	DET
easat-5716	251	7	residential	residential	ADJ
easat-5716	251	8	level	level	NOUN
easat-5716	251	9	will	will	AUX
easat-5716	251	10	be	be	AUX
easat-5716	251	11	beneficial	beneficial	ADJ
easat-5716	251	12	not	not	PART
easat-5716	251	13	only	only	ADV
easat-5716	251	14	to	to	ADP
easat-5716	251	15	consumers	consumer	NOUN
easat-5716	251	16	but	but	CCONJ
easat-5716	251	17	also	also	ADV
easat-5716	251	18	to	to	ADP
easat-5716	251	19	the	the	DET
easat-5716	251	20	electrical	electrical	ADJ
easat-5716	251	21	network	network	NOUN
easat-5716	251	22	manager	manager	NOUN
easat-5716	251	23	by	by	ADP
easat-5716	251	24	offering	offer	VERB
easat-5716	251	25	the	the	DET
easat-5716	251	26	possibility	possibility	NOUN
easat-5716	251	27	to	to	PART
easat-5716	251	28	anticipate	anticipate	VERB
easat-5716	251	29	future	future	ADJ
easat-5716	251	30	electrical	electrical	ADJ
easat-5716	251	31	energy	energy	NOUN
easat-5716	251	32	consumption	consumption	NOUN
easat-5716	251	33	and	and	CCONJ
easat-5716	251	34	take	take	VERB
easat-5716	251	35	necessary	necessary	ADJ
easat-5716	251	36	measures	measure	NOUN
easat-5716	251	37	for	for	ADP
easat-5716	251	38	the	the	DET
easat-5716	251	39	potential	potential	ADJ
easat-5716	251	40	integration	integration	NOUN
easat-5716	251	41	of	of	ADP
easat-5716	251	42	decentralized	decentralized	ADJ
easat-5716	251	43	production	production	NOUN
easat-5716	251	44	sources	source	NOUN
easat-5716	251	45	.	.	PUNCT
easat-5716	252	1	funding	funding	NOUN
easat-5716	252	2	:	:	PUNCT
easat-5716	252	3	this	this	DET
easat-5716	252	4	work	work	NOUN
easat-5716	252	5	was	be	AUX
easat-5716	252	6	financially	financially	ADV
easat-5716	252	7	supported	support	VERB
easat-5716	252	8	by	by	ADP
easat-5716	252	9	the	the	DET
easat-5716	252	10	world	world	PROPN
easat-5716	252	11	bank	bank	PROPN
easat-5716	252	12	through	through	ADP
easat-5716	252	13	cerme	cerme	PROPN
easat-5716	252	14	.	.	PUNCT
easat-5716	253	1	institutional	institutional	ADJ
easat-5716	253	2	review	review	PROPN
easat-5716	253	3	board	board	NOUN
easat-5716	253	4	statement	statement	NOUN
easat-5716	253	5	:	:	PUNCT
easat-5716	253	6	not	not	PART
easat-5716	253	7	applicable	applicable	ADJ
easat-5716	253	8	.	.	PUNCT
easat-5716	254	1	transparency	transparency	NOUN
easat-5716	254	2	:	:	PUNCT
easat-5716	254	3	the	the	DET
easat-5716	254	4	authors	author	NOUN
easat-5716	254	5	confirm	confirm	VERB
easat-5716	254	6	that	that	SCONJ
easat-5716	254	7	the	the	DET
easat-5716	254	8	manuscript	manuscript	NOUN
easat-5716	254	9	is	be	AUX
easat-5716	254	10	an	an	DET
easat-5716	254	11	honest	honest	ADJ
easat-5716	254	12	,	,	PUNCT
easat-5716	254	13	accurate	accurate	ADJ
easat-5716	254	14	and	and	CCONJ
easat-5716	254	15	transparent	transparent	ADJ
easat-5716	254	16	account	account	NOUN
easat-5716	254	17	of	of	ADP
easat-5716	254	18	the	the	DET
easat-5716	254	19	study	study	NOUN
easat-5716	254	20	that	that	SCONJ
easat-5716	254	21	no	no	DET
easat-5716	254	22	vital	vital	ADJ
easat-5716	254	23	features	feature	NOUN
easat-5716	254	24	of	of	ADP
easat-5716	254	25	the	the	DET
easat-5716	254	26	study	study	NOUN
easat-5716	254	27	have	have	AUX
easat-5716	254	28	been	be	AUX
easat-5716	254	29	omitted	omit	VERB
easat-5716	254	30	and	and	CCONJ
easat-5716	254	31	that	that	SCONJ
easat-5716	254	32	any	any	DET
easat-5716	254	33	discrepancies	discrepancy	NOUN
easat-5716	254	34	from	from	ADP
easat-5716	254	35	the	the	DET
easat-5716	254	36	study	study	NOUN
easat-5716	254	37	as	as	SCONJ
easat-5716	254	38	planned	plan	VERB
easat-5716	254	39	have	have	AUX
easat-5716	254	40	been	be	AUX
easat-5716	254	41	explained	explain	VERB
easat-5716	254	42	.	.	PUNCT
easat-5716	255	1	this	this	DET
easat-5716	255	2	study	study	NOUN
easat-5716	255	3	followed	follow	VERB
easat-5716	255	4	all	all	DET
easat-5716	255	5	ethical	ethical	ADJ
easat-5716	255	6	practices	practice	NOUN
easat-5716	255	7	during	during	ADP
easat-5716	255	8	writing	writing	NOUN
easat-5716	255	9	.	.	PUNCT
easat-5716	256	1	competing	compete	VERB
easat-5716	256	2	interests	interest	NOUN
easat-5716	256	3	:	:	PUNCT
easat-5716	256	4	the	the	DET
easat-5716	256	5	authors	author	NOUN
easat-5716	256	6	declare	declare	VERB
easat-5716	256	7	that	that	SCONJ
easat-5716	256	8	they	they	PRON
easat-5716	256	9	have	have	VERB
easat-5716	256	10	no	no	DET
easat-5716	256	11	competing	compete	VERB
easat-5716	256	12	interests	interest	NOUN
easat-5716	256	13	.	.	PUNCT
easat-5716	257	1	authors	author	NOUN
easat-5716	257	2	’	'	PUNCT
easat-5716	257	3	contributions	contribution	NOUN
easat-5716	257	4	:	:	PUNCT
easat-5716	257	5	conceptualization	conceptualization	NOUN
easat-5716	257	6	,	,	PUNCT
easat-5716	257	7	adekunlé	adekunlé	PROPN
easat-5716	257	8	akim	akim	PROPN
easat-5716	257	9	salami	salami	PROPN
easat-5716	257	10	and	and	CCONJ
easat-5716	257	11	yéloiti	yéloiti	NOUN
easat-5716	257	12	n’poh	n’poh	PUNCT
easat-5716	257	13	babikou	babikou	PROPN
easat-5716	257	14	;	;	PUNCT
easat-5716	257	15	methodology	methodology	NOUN
easat-5716	257	16	,	,	PUNCT
easat-5716	257	17	adekunlé	adekunlé	PROPN
easat-5716	257	18	akim	akim	PROPN
easat-5716	257	19	salami	salami	PROPN
easat-5716	257	20	;	;	PUNCT
easat-5716	257	21	software	software	NOUN
easat-5716	257	22	,	,	PUNCT
easat-5716	257	23	yéloiti	yéloiti	NOUN
easat-5716	257	24	n’poh	n’poh	ADV
easat-5716	257	25	babikou	babikou	PROPN
easat-5716	257	26	;	;	PUNCT
easat-5716	257	27	validation	validation	NOUN
easat-5716	257	28	,	,	PUNCT
easat-5716	257	29	adekunlé	adekunlé	PROPN
easat-5716	257	30	akim	akim	PROPN
easat-5716	257	31	salami	salami	PROPN
easat-5716	257	32	and	and	CCONJ
easat-5716	257	33	koffi	koffi	PROPN
easat-5716	257	34	mawugno	mawugno	PROPN
easat-5716	257	35	kodjo	kodjo	PROPN
easat-5716	257	36	;	;	PUNCT
easat-5716	257	37	formal	formal	ADJ
easat-5716	257	38	analysis	analysis	NOUN
easat-5716	257	39	,	,	PUNCT
easat-5716	257	40	agbassou	agbassou	PROPN
easat-5716	257	41	guenoukpati	guenoukpati	PROPN
easat-5716	257	42	;	;	PUNCT
easat-5716	257	43	investigation	investigation	NOUN
easat-5716	257	44	,	,	PUNCT
easat-5716	257	45	yéloiti	yéloiti	NOUN
easat-5716	257	46	n’poh	n’poh	ADV
easat-5716	257	47	babikou	babikou	PROPN
easat-5716	257	48	;	;	PUNCT
easat-5716	257	49	resources	resource	NOUN
easat-5716	257	50	,	,	PUNCT
easat-5716	257	51	adekunlé	adekunlé	PROPN
easat-5716	257	52	akim	akim	PROPN
easat-5716	257	53	salami	salami	PROPN
easat-5716	257	54	;	;	PUNCT
easat-5716	257	55	data	datum	NOUN
easat-5716	257	56	conservation	conservation	NOUN
easat-5716	257	57	,	,	PUNCT
easat-5716	257	58	yéloiti	yéloiti	NOUN
easat-5716	257	59	n’poh	n’poh	ADV
easat-5716	257	60	babikou	babikou	PROPN
easat-5716	257	61	;	;	PUNCT
easat-5716	257	62	writing	write	VERB
easat-5716	257	63	original	original	ADJ
easat-5716	257	64	draft	draft	NOUN
easat-5716	257	65	preparation	preparation	NOUN
easat-5716	257	66	,	,	PUNCT
easat-5716	257	67	yéloiti	yéloiti	NOUN
easat-5716	257	68	n’poh	n’poh	ADV
easat-5716	257	69	babikou	babikou	PROPN
easat-5716	257	70	;	;	PUNCT
easat-5716	257	71	writing	write	VERB
easat-5716	257	72	reviewing	reviewing	NOUN
easat-5716	257	73	and	and	CCONJ
easat-5716	257	74	editing	editing	NOUN
easat-5716	257	75	,	,	PUNCT
easat-5716	257	76	adekunlé	adekunlé	PROPN
easat-5716	257	77	akim	akim	PROPN
easat-5716	257	78	salami	salami	PROPN
easat-5716	257	79	and	and	CCONJ
easat-5716	257	80	agbassou	agbassou	PROPN
easat-5716	257	81	guenoukpati	guenoukpati	PROPN
easat-5716	257	82	;	;	PUNCT
easat-5716	257	83	visualization	visualization	NOUN
easat-5716	257	84	,	,	PUNCT
easat-5716	257	85	yéloiti	yéloiti	NOUN
easat-5716	257	86	n’poh	n’poh	ADV
easat-5716	257	87	babikou	babikou	PROPN
easat-5716	257	88	;	;	PUNCT
easat-5716	257	89	supervision	supervision	NOUN
easat-5716	257	90	,	,	PUNCT
easat-5716	257	91	adekunlé	adekunlé	PROPN
easat-5716	257	92	akim	akim	PROPN
easat-5716	257	93	salami	salami	PROPN
easat-5716	257	94	and	and	CCONJ
easat-5716	257	95	koffi	koffi	PROPN
easat-5716	257	96	mawugno	mawugno	PROPN
easat-5716	257	97	kodjo	kodjo	PROPN
easat-5716	257	98	.	.	PUNCT
easat-5716	258	1	acknowledgements	acknowledgement	NOUN
easat-5716	258	2	:	:	PUNCT
easat-5716	258	3	the	the	DET
easat-5716	258	4	authors	author	NOUN
easat-5716	258	5	of	of	ADP
easat-5716	258	6	this	this	DET
easat-5716	258	7	paper	paper	NOUN
easat-5716	258	8	would	would	AUX
easat-5716	258	9	like	like	VERB
easat-5716	258	10	to	to	PART
easat-5716	258	11	express	express	VERB
easat-5716	258	12	their	their	PRON
easat-5716	258	13	sincere	sincere	ADJ
easat-5716	258	14	gratitude	gratitude	NOUN
easat-5716	258	15	to	to	ADP
easat-5716	258	16	the	the	DET
easat-5716	258	17	world	world	NOUN
easat-5716	258	18	bank	bank	PROPN
easat-5716	258	19	for	for	ADP
easat-5716	258	20	funding	fund	VERB
easat-5716	258	21	this	this	DET
easat-5716	258	22	research	research	NOUN
easat-5716	258	23	through	through	ADP
easat-5716	258	24	cerme	cerme	PROPN
easat-5716	258	25	(	(	PUNCT
easat-5716	258	26	centre	centre	NOUN
easat-5716	258	27	d’excellence	d’excellence	NOUN
easat-5716	258	28	régional	régional	X
easat-5716	258	29	pour	pour	NOUN
easat-5716	258	30	la	la	X
easat-5716	258	31	maîtrise	maîtrise	PROPN
easat-5716	258	32	de	de	X
easat-5716	258	33	l'electricité	l'electricité	PROPN
easat-5716	258	34	)	)	PUNCT
easat-5716	258	35	at	at	ADP
easat-5716	258	36	the	the	DET
easat-5716	258	37	university	university	NOUN
easat-5716	258	38	of	of	ADP
easat-5716	258	39	lomé	lomé	NOUN
easat-5716	258	40	.	.	PUNCT
easat-5716	259	1	copyright	copyright	NOUN
easat-5716	259	2	:	:	PUNCT
easat-5716	259	3	©	©	PROPN
easat-5716	259	4	2025	2025	NUM
easat-5716	259	5	by	by	ADP
easat-5716	259	6	the	the	DET
easat-5716	259	7	authors	author	NOUN
easat-5716	259	8	.	.	PUNCT
easat-5716	260	1	this	this	DET
easat-5716	260	2	article	article	NOUN
easat-5716	260	3	is	be	AUX
easat-5716	260	4	an	an	DET
easat-5716	260	5	open	open	ADJ
easat-5716	260	6	access	access	NOUN
easat-5716	260	7	article	article	NOUN
easat-5716	260	8	distributed	distribute	VERB
easat-5716	260	9	under	under	ADP
easat-5716	260	10	the	the	DET
easat-5716	260	11	terms	term	NOUN
easat-5716	260	12	and	and	CCONJ
easat-5716	260	13	conditions	condition	NOUN
easat-5716	260	14	of	of	ADP
easat-5716	260	15	the	the	DET
easat-5716	260	16	creative	creative	ADJ
easat-5716	260	17	commons	common	NOUN
easat-5716	260	18	attribution	attribution	NOUN
easat-5716	260	19	(	(	PUNCT
easat-5716	260	20	cc	cc	NOUN
easat-5716	260	21	by	by	ADP
easat-5716	260	22	)	)	PUNCT
easat-5716	260	23	license	license	NOUN
easat-5716	260	24	(	(	PUNCT
easat-5716	260	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5716	260	26	)	)	PUNCT
easat-5716	260	27	.	.	PUNCT
easat-5716	261	1	references	reference	NOUN
easat-5716	261	2	[	[	X
easat-5716	261	3	1	1	X
easat-5716	261	4	]	]	PUNCT
easat-5716	261	5	s.	s.	PROPN
easat-5716	261	6	islam	islam	PROPN
easat-5716	261	7	and	and	CCONJ
easat-5716	261	8	n.	n.	PROPN
easat-5716	261	9	k.	k.	PROPN
easat-5716	261	10	roy	roy	PROPN
easat-5716	261	11	,	,	PUNCT
easat-5716	261	12	"	"	PUNCT
easat-5716	261	13	renewables	renewable	NOUN
easat-5716	261	14	integration	integration	NOUN
easat-5716	261	15	into	into	ADP
easat-5716	261	16	power	power	NOUN
easat-5716	261	17	systems	system	NOUN
easat-5716	261	18	through	through	ADP
easat-5716	261	19	intelligent	intelligent	ADJ
easat-5716	261	20	techniques	technique	NOUN
easat-5716	261	21	:	:	PUNCT
easat-5716	261	22	implementation	implementation	NOUN
easat-5716	261	23	procedures	procedure	NOUN
easat-5716	261	24	,	,	PUNCT
easat-5716	261	25	key	key	ADJ
easat-5716	261	26	features	feature	NOUN
easat-5716	261	27	,	,	PUNCT
easat-5716	261	28	and	and	CCONJ
easat-5716	261	29	performance	performance	NOUN
easat-5716	261	30	evaluation	evaluation	NOUN
easat-5716	261	31	,	,	PUNCT
easat-5716	261	32	"	"	PUNCT
easat-5716	261	33	energy	energy	NOUN
easat-5716	261	34	reports	report	NOUN
easat-5716	261	35	,	,	PUNCT
easat-5716	261	36	vol	vol	NOUN
easat-5716	261	37	.	.	PROPN
easat-5716	261	38	9	9	NUM
easat-5716	261	39	,	,	PUNCT
easat-5716	261	40	pp	pp	ADJ
easat-5716	261	41	.	.	PUNCT
easat-5716	262	1	6063	6063	NUM
easat-5716	262	2	-	-	SYM
easat-5716	262	3	6087	6087	NUM
easat-5716	262	4	,	,	PUNCT
easat-5716	262	5	2023	2023	NUM
easat-5716	262	6	.	.	PUNCT
easat-5716	263	1	https://doi.org/10.1016/j.egyr.2023.05.063	https://doi.org/10.1016/j.egyr.2023.05.063	VERB
easat-5716	263	2	[	[	X
easat-5716	263	3	2	2	NUM
easat-5716	263	4	]	]	PUNCT
easat-5716	263	5	a.	a.	PROPN
easat-5716	263	6	r.	r.	PROPN
easat-5716	263	7	singh	singh	PROPN
easat-5716	263	8	,	,	PUNCT
easat-5716	263	9	r.	r.	PROPN
easat-5716	263	10	s.	s.	PROPN
easat-5716	263	11	kumar	kumar	PROPN
easat-5716	263	12	,	,	PUNCT
easat-5716	263	13	m.	m.	PROPN
easat-5716	263	14	bajaj	bajaj	PROPN
easat-5716	263	15	,	,	PUNCT
easat-5716	263	16	c.	c.	PROPN
easat-5716	263	17	b.	b.	PROPN
easat-5716	263	18	khadse	khadse	PROPN
easat-5716	263	19	,	,	PUNCT
easat-5716	263	20	and	and	CCONJ
easat-5716	263	21	i.	i.	NOUN
easat-5716	263	22	zaitsev	zaitsev	PROPN
easat-5716	263	23	,	,	PUNCT
easat-5716	263	24	"	"	PUNCT
easat-5716	263	25	machine	machine	NOUN
easat-5716	263	26	learning	learning	NOUN
easat-5716	263	27	-	-	PUNCT
easat-5716	263	28	based	base	VERB
easat-5716	263	29	energy	energy	NOUN
easat-5716	263	30	management	management	NOUN
easat-5716	263	31	and	and	CCONJ
easat-5716	263	32	power	power	NOUN
easat-5716	263	33	forecasting	forecasting	NOUN
easat-5716	263	34	in	in	ADP
easat-5716	263	35	grid	grid	NOUN
easat-5716	263	36	-	-	PUNCT
easat-5716	263	37	connected	connect	VERB
easat-5716	263	38	microgrids	microgrid	NOUN
easat-5716	263	39	with	with	ADP
easat-5716	263	40	multiple	multiple	ADJ
easat-5716	263	41	distributed	distribute	VERB
easat-5716	263	42	energy	energy	NOUN
easat-5716	263	43	sources	source	NOUN
easat-5716	263	44	,	,	PUNCT
easat-5716	263	45	"	"	PUNCT
easat-5716	263	46	scientific	scientific	ADJ
easat-5716	263	47	reports	report	NOUN
easat-5716	263	48	,	,	PUNCT
easat-5716	263	49	vol	vol	NOUN
easat-5716	263	50	.	.	PROPN
easat-5716	264	1	14	14	NUM
easat-5716	264	2	,	,	PUNCT
easat-5716	264	3	no	no	INTJ
easat-5716	264	4	.	.	NOUN
easat-5716	264	5	1	1	NUM
easat-5716	264	6	,	,	PUNCT
easat-5716	264	7	p.	p.	NOUN
easat-5716	264	8	19207	19207	NUM
easat-5716	264	9	,	,	PUNCT
easat-5716	264	10	2024	2024	NUM
easat-5716	264	11	.	.	PUNCT
easat-5716	265	1	https://doi.org/10.1038/s41598-024-70336-3	https://doi.org/10.1038/s41598-024-70336-3	NUM
easat-5716	265	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5716	265	3	https://doi.org/10.1016/j.egyr.2023.05.063	https://doi.org/10.1016/j.egyr.2023.05.063	VERB
easat-5716	265	4	https://doi.org/10.1038/s41598-024-70336-3	https://doi.org/10.1038/s41598-024-70336-3	NUM
easat-5716	265	5	1906	1906	NUM
easat-5716	265	6	edelweiss	edelweiss	PROPN
easat-5716	265	7	applied	apply	VERB
easat-5716	265	8	science	science	NOUN
easat-5716	265	9	and	and	CCONJ
easat-5716	265	10	technology	technology	NOUN
easat-5716	265	11	issn	issn	PROPN
easat-5716	265	12	:	:	PUNCT
easat-5716	265	13	2576	2576	NUM
easat-5716	265	14	-	-	SYM
easat-5716	265	15	8484	8484	NUM
easat-5716	265	16	vol	vol	NOUN
easat-5716	265	17	.	.	PROPN
easat-5716	266	1	9	9	NUM
easat-5716	266	2	,	,	PUNCT
easat-5716	266	3	no	no	INTJ
easat-5716	266	4	.	.	NOUN
easat-5716	267	1	3	3	NUM
easat-5716	267	2	:	:	SYM
easat-5716	267	3	1892	1892	NUM
easat-5716	267	4	-	-	SYM
easat-5716	267	5	1907	1907	NUM
easat-5716	267	6	,	,	PUNCT
easat-5716	267	7	2025	2025	NUM
easat-5716	267	8	doi	doi	NOUN
easat-5716	267	9	:	:	PUNCT
easat-5716	267	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	267	11	©	©	PROPN
easat-5716	267	12	2025	2025	NUM
easat-5716	267	13	by	by	ADP
easat-5716	267	14	the	the	DET
easat-5716	267	15	authors	author	NOUN
easat-5716	267	16	;	;	PUNCT
easat-5716	267	17	licensee	licensee	PROPN
easat-5716	267	18	learning	learning	NOUN
easat-5716	267	19	gate	gate	NOUN
easat-5716	268	1	[	[	X
easat-5716	268	2	3	3	NUM
easat-5716	268	3	]	]	PUNCT
easat-5716	268	4	m.	m.	NOUN
easat-5716	268	5	pullinger	pullinger	NOUN
easat-5716	268	6	et	et	PROPN
easat-5716	268	7	al	al	PROPN
easat-5716	268	8	.	.	PROPN
easat-5716	268	9	,	,	PUNCT
easat-5716	268	10	"	"	PUNCT
easat-5716	268	11	the	the	DET
easat-5716	268	12	ideal	ideal	ADJ
easat-5716	268	13	household	household	NOUN
easat-5716	268	14	energy	energy	NOUN
easat-5716	268	15	dataset	dataset	NOUN
easat-5716	268	16	,	,	PUNCT
easat-5716	268	17	electricity	electricity	NOUN
easat-5716	268	18	,	,	PUNCT
easat-5716	268	19	gas	gas	NOUN
easat-5716	268	20	,	,	PUNCT
easat-5716	268	21	contextual	contextual	ADJ
easat-5716	268	22	sensor	sensor	NOUN
easat-5716	268	23	data	datum	NOUN
easat-5716	268	24	and	and	CCONJ
easat-5716	268	25	survey	survey	NOUN
easat-5716	268	26	data	datum	NOUN
easat-5716	268	27	for	for	ADP
easat-5716	268	28	255	255	NUM
easat-5716	268	29	uk	uk	PROPN
easat-5716	268	30	homes	home	NOUN
easat-5716	268	31	,	,	PUNCT
easat-5716	268	32	"	"	PUNCT
easat-5716	268	33	scientific	scientific	ADJ
easat-5716	268	34	data	datum	NOUN
easat-5716	268	35	,	,	PUNCT
easat-5716	268	36	vol	vol	NOUN
easat-5716	268	37	.	.	PROPN
easat-5716	268	38	8	8	NUM
easat-5716	268	39	,	,	PUNCT
easat-5716	268	40	no	no	INTJ
easat-5716	268	41	.	.	NOUN
easat-5716	268	42	1	1	NUM
easat-5716	268	43	,	,	PUNCT
easat-5716	268	44	p.	p.	NOUN
easat-5716	268	45	146	146	NUM
easat-5716	268	46	,	,	PUNCT
easat-5716	268	47	2021	2021	NUM
easat-5716	268	48	.	.	PUNCT
easat-5716	269	1	https://doi.org/10.1038/s41597-021-00921-y	https://doi.org/10.1038/s41597-021-00921-y	ADJ
easat-5716	269	2	[	[	X
easat-5716	269	3	4	4	NUM
easat-5716	269	4	]	]	PUNCT
easat-5716	269	5	m.	m.	NOUN
easat-5716	269	6	schlemminger	schlemminger	NOUN
easat-5716	269	7	,	,	PUNCT
easat-5716	269	8	t.	t.	PROPN
easat-5716	269	9	ohrdes	ohrdes	PROPN
easat-5716	269	10	,	,	PUNCT
easat-5716	269	11	e.	e.	PROPN
easat-5716	269	12	schneider	schneider	PROPN
easat-5716	269	13	,	,	PUNCT
easat-5716	269	14	and	and	CCONJ
easat-5716	269	15	m.	m.	NOUN
easat-5716	269	16	knoop	knoop	PROPN
easat-5716	269	17	,	,	PUNCT
easat-5716	269	18	"	"	PUNCT
easat-5716	269	19	dataset	dataset	VERB
easat-5716	269	20	on	on	ADP
easat-5716	269	21	electrical	electrical	ADJ
easat-5716	269	22	single	single	ADJ
easat-5716	269	23	-	-	PUNCT
easat-5716	269	24	family	family	NOUN
easat-5716	269	25	house	house	NOUN
easat-5716	269	26	and	and	CCONJ
easat-5716	269	27	heat	heat	NOUN
easat-5716	269	28	pump	pump	NOUN
easat-5716	269	29	load	load	NOUN
easat-5716	269	30	profiles	profile	NOUN
easat-5716	269	31	in	in	ADP
easat-5716	269	32	germany	germany	PROPN
easat-5716	269	33	,	,	PUNCT
easat-5716	269	34	"	"	PUNCT
easat-5716	269	35	scientific	scientific	ADJ
easat-5716	269	36	data	datum	NOUN
easat-5716	269	37	,	,	PUNCT
easat-5716	269	38	vol	vol	NOUN
easat-5716	269	39	.	.	PROPN
easat-5716	269	40	9	9	NUM
easat-5716	269	41	,	,	PUNCT
easat-5716	269	42	no	no	INTJ
easat-5716	269	43	.	.	NOUN
easat-5716	269	44	1	1	NUM
easat-5716	269	45	,	,	PUNCT
easat-5716	269	46	p.	p.	NOUN
easat-5716	269	47	56	56	NUM
easat-5716	269	48	,	,	PUNCT
easat-5716	269	49	2022	2022	NUM
easat-5716	269	50	.	.	PUNCT
easat-5716	270	1	https://doi.org/10.1038/s41597-022-01156-1	https://doi.org/10.1038/s41597-022-01156-1	PROPN
easat-5716	271	1	[	[	X
easat-5716	271	2	5	5	NUM
easat-5716	271	3	]	]	PUNCT
easat-5716	271	4	t.-y	t.-y	NOUN
easat-5716	271	5	.	.	PUNCT
easat-5716	272	1	kim	kim	PROPN
easat-5716	272	2	and	and	CCONJ
easat-5716	272	3	s.-b	s.-b	PROPN
easat-5716	272	4	.	.	PUNCT
easat-5716	273	1	cho	cho	PROPN
easat-5716	273	2	,	,	PUNCT
easat-5716	273	3	"	"	PUNCT
easat-5716	273	4	predicting	predict	VERB
easat-5716	273	5	residential	residential	ADJ
easat-5716	273	6	energy	energy	NOUN
easat-5716	273	7	consumption	consumption	NOUN
easat-5716	273	8	using	use	VERB
easat-5716	273	9	cnn	cnn	PROPN
easat-5716	273	10	-	-	PUNCT
easat-5716	273	11	lstm	lstm	ADJ
easat-5716	273	12	neural	neural	ADJ
easat-5716	273	13	networks	network	NOUN
easat-5716	273	14	,	,	PUNCT
easat-5716	273	15	"	"	PUNCT
easat-5716	273	16	energy	energy	NOUN
easat-5716	273	17	,	,	PUNCT
easat-5716	273	18	vol	vol	NOUN
easat-5716	273	19	.	.	PROPN
easat-5716	273	20	182	182	NUM
easat-5716	273	21	,	,	PUNCT
easat-5716	273	22	pp	pp	ADJ
easat-5716	273	23	.	.	PUNCT
easat-5716	274	1	72	72	NUM
easat-5716	274	2	-	-	SYM
easat-5716	274	3	81	81	NUM
easat-5716	274	4	,	,	PUNCT
easat-5716	274	5	2019	2019	NUM
easat-5716	274	6	.	.	PUNCT
easat-5716	275	1	https://doi.org/10.1016/j.energy.2019.05.230	https://doi.org/10.1016/j.energy.2019.05.230	ADJ
easat-5716	275	2	[	[	X
easat-5716	275	3	6	6	NUM
easat-5716	275	4	]	]	PUNCT
easat-5716	275	5	p.	p.	PROPN
easat-5716	275	6	k.	k.	PROPN
easat-5716	275	7	dharmoju	dharmoju	PROPN
easat-5716	275	8	,	,	PUNCT
easat-5716	275	9	k.	k.	PROPN
easat-5716	275	10	yeluripati	yeluripati	PROPN
easat-5716	275	11	,	,	PUNCT
easat-5716	275	12	j.	j.	PROPN
easat-5716	275	13	guduri	guduri	PROPN
easat-5716	275	14	,	,	PUNCT
easat-5716	275	15	and	and	CCONJ
easat-5716	275	16	k.	k.	PROPN
easat-5716	275	17	palle	palle	PROPN
easat-5716	275	18	,	,	PUNCT
easat-5716	275	19	"	"	PUNCT
easat-5716	275	20	forecasting	forecast	VERB
easat-5716	275	21	electrical	electrical	ADJ
easat-5716	275	22	demand	demand	NOUN
easat-5716	275	23	for	for	ADP
easat-5716	275	24	the	the	DET
easat-5716	275	25	residential	residential	ADJ
easat-5716	275	26	sector	sector	NOUN
easat-5716	275	27	at	at	ADP
easat-5716	275	28	the	the	DET
easat-5716	275	29	national	national	ADJ
easat-5716	275	30	level	level	NOUN
easat-5716	275	31	using	use	VERB
easat-5716	275	32	deep	deep	ADJ
easat-5716	275	33	learning	learning	NOUN
easat-5716	275	34	,	,	PUNCT
easat-5716	275	35	"	"	PUNCT
easat-5716	275	36	in	in	ADP
easat-5716	275	37	2021	2021	NUM
easat-5716	275	38	international	international	ADJ
easat-5716	275	39	conference	conference	NOUN
easat-5716	275	40	on	on	ADP
easat-5716	275	41	artificial	artificial	ADJ
easat-5716	275	42	intelligence	intelligence	NOUN
easat-5716	275	43	and	and	CCONJ
easat-5716	275	44	machine	machine	NOUN
easat-5716	275	45	vision	vision	NOUN
easat-5716	275	46	(	(	PUNCT
easat-5716	275	47	aimv	aimv	NOUN
easat-5716	275	48	)	)	PUNCT
easat-5716	275	49	,	,	PUNCT
easat-5716	275	50	2021	2021	NUM
easat-5716	275	51	:	:	PUNCT
easat-5716	275	52	ieee	ieee	NOUN
easat-5716	275	53	,	,	PUNCT
easat-5716	275	54	pp	pp	ADJ
easat-5716	275	55	.	.	PUNCT
easat-5716	276	1	1	1	NUM
easat-5716	276	2	-	-	SYM
easat-5716	276	3	6	6	NUM
easat-5716	276	4	.	.	PUNCT
easat-5716	277	1	[	[	X
easat-5716	277	2	7	7	X
easat-5716	277	3	]	]	PUNCT
easat-5716	277	4	z.	z.	PROPN
easat-5716	277	5	a.	a.	PROPN
easat-5716	277	6	khan	khan	PROPN
easat-5716	277	7	,	,	PUNCT
easat-5716	277	8	a.	a.	PROPN
easat-5716	277	9	ullah	ullah	PROPN
easat-5716	277	10	,	,	PUNCT
easat-5716	277	11	w.	w.	PROPN
easat-5716	277	12	ullah	ullah	PROPN
easat-5716	277	13	,	,	PUNCT
easat-5716	277	14	s.	s.	PROPN
easat-5716	277	15	rho	rho	PROPN
easat-5716	277	16	,	,	PUNCT
easat-5716	277	17	m.	m.	PROPN
easat-5716	277	18	lee	lee	PROPN
easat-5716	277	19	,	,	PUNCT
easat-5716	277	20	and	and	CCONJ
easat-5716	277	21	s.	s.	PROPN
easat-5716	277	22	w.	w.	PROPN
easat-5716	277	23	baik	baik	PROPN
easat-5716	277	24	,	,	PUNCT
easat-5716	277	25	"	"	PUNCT
easat-5716	277	26	electrical	electrical	ADJ
easat-5716	277	27	energy	energy	NOUN
easat-5716	277	28	prediction	prediction	NOUN
easat-5716	277	29	in	in	ADP
easat-5716	277	30	residential	residential	ADJ
easat-5716	277	31	buildings	building	NOUN
easat-5716	277	32	for	for	ADP
easat-5716	277	33	short	short	ADJ
easat-5716	277	34	-	-	PUNCT
easat-5716	277	35	term	term	NOUN
easat-5716	277	36	horizons	horizon	NOUN
easat-5716	277	37	using	use	VERB
easat-5716	277	38	hybrid	hybrid	ADJ
easat-5716	277	39	deep	deep	ADJ
easat-5716	277	40	learning	learning	NOUN
easat-5716	277	41	strategy	strategy	NOUN
easat-5716	277	42	,	,	PUNCT
easat-5716	277	43	"	"	PUNCT
easat-5716	277	44	applied	apply	VERB
easat-5716	277	45	sciences	science	NOUN
easat-5716	277	46	,	,	PUNCT
easat-5716	277	47	vol	vol	NOUN
easat-5716	277	48	.	.	PROPN
easat-5716	277	49	10	10	NUM
easat-5716	277	50	,	,	PUNCT
easat-5716	277	51	no	no	INTJ
easat-5716	277	52	.	.	NOUN
easat-5716	277	53	23	23	NUM
easat-5716	277	54	,	,	PUNCT
easat-5716	277	55	p.	p.	NOUN
easat-5716	277	56	8634	8634	NUM
easat-5716	277	57	,	,	PUNCT
easat-5716	277	58	2020	2020	NUM
easat-5716	277	59	.	.	PUNCT
easat-5716	278	1	https://doi.org/10.3390/app10238634	https://doi.org/10.3390/app10238634	X
easat-5716	279	1	[	[	X
easat-5716	279	2	8	8	NUM
easat-5716	279	3	]	]	PUNCT
easat-5716	279	4	x.	x.	NOUN
easat-5716	279	5	lin	lin	PROPN
easat-5716	279	6	,	,	PUNCT
easat-5716	279	7	r.	r.	PROPN
easat-5716	279	8	zamora	zamora	PROPN
easat-5716	279	9	,	,	PUNCT
easat-5716	279	10	c.	c.	PROPN
easat-5716	279	11	a.	a.	NOUN
easat-5716	279	12	baguley	baguley	PROPN
easat-5716	279	13	,	,	PUNCT
easat-5716	279	14	and	and	CCONJ
easat-5716	279	15	a.	a.	PROPN
easat-5716	279	16	k.	k.	PROPN
easat-5716	279	17	srivastava	srivastava	PROPN
easat-5716	279	18	,	,	PUNCT
easat-5716	279	19	"	"	PUNCT
easat-5716	279	20	a	a	DET
easat-5716	279	21	hybrid	hybrid	ADJ
easat-5716	279	22	short	short	ADJ
easat-5716	279	23	-	-	PUNCT
easat-5716	279	24	term	term	NOUN
easat-5716	279	25	load	load	NOUN
easat-5716	279	26	forecasting	forecasting	NOUN
easat-5716	279	27	approach	approach	NOUN
easat-5716	279	28	for	for	ADP
easat-5716	279	29	individual	individual	ADJ
easat-5716	279	30	residential	residential	ADJ
easat-5716	279	31	customer	customer	NOUN
easat-5716	279	32	,	,	PUNCT
easat-5716	279	33	"	"	PUNCT
easat-5716	279	34	ieee	ieee	NOUN
easat-5716	279	35	transactions	transaction	NOUN
easat-5716	279	36	on	on	ADP
easat-5716	279	37	power	power	NOUN
easat-5716	279	38	delivery	delivery	NOUN
easat-5716	279	39	,	,	PUNCT
easat-5716	279	40	vol	vol	NOUN
easat-5716	279	41	.	.	PROPN
easat-5716	280	1	38	38	NUM
easat-5716	280	2	,	,	PUNCT
easat-5716	280	3	no	no	INTJ
easat-5716	280	4	.	.	NOUN
easat-5716	280	5	1	1	NUM
easat-5716	280	6	,	,	PUNCT
easat-5716	280	7	pp	pp	ADJ
easat-5716	280	8	.	.	PUNCT
easat-5716	281	1	26	26	NUM
easat-5716	281	2	-	-	SYM
easat-5716	281	3	37	37	NUM
easat-5716	281	4	,	,	PUNCT
easat-5716	281	5	2022	2022	NUM
easat-5716	281	6	.	.	PUNCT
easat-5716	282	1	https://doi.org/10.1109/tpwrd.2022.3178822	https://doi.org/10.1109/tpwrd.2022.3178822	PROPN
easat-5716	282	2	[	[	X
easat-5716	282	3	9	9	NUM
easat-5716	282	4	]	]	PUNCT
easat-5716	282	5	s.	s.	PROPN
easat-5716	282	6	sulaiman	sulaiman	PROPN
easat-5716	282	7	,	,	PUNCT
easat-5716	282	8	p.	p.	NOUN
easat-5716	282	9	a.	a.	NOUN
easat-5716	282	10	jeyanthy	jeyanthy	PROPN
easat-5716	282	11	,	,	PUNCT
easat-5716	282	12	d.	d.	PROPN
easat-5716	282	13	devaraj	devaraj	PROPN
easat-5716	282	14	,	,	PUNCT
easat-5716	282	15	and	and	CCONJ
easat-5716	282	16	k.	k.	PROPN
easat-5716	282	17	shihabudheen	shihabudheen	PROPN
easat-5716	282	18	,	,	PUNCT
easat-5716	282	19	"	"	PUNCT
easat-5716	282	20	a	a	DET
easat-5716	282	21	novel	novel	ADJ
easat-5716	282	22	hybrid	hybrid	ADJ
easat-5716	282	23	short	short	ADJ
easat-5716	282	24	-	-	PUNCT
easat-5716	282	25	term	term	NOUN
easat-5716	282	26	electricity	electricity	NOUN
easat-5716	282	27	forecasting	forecasting	NOUN
easat-5716	282	28	technique	technique	NOUN
easat-5716	282	29	for	for	ADP
easat-5716	282	30	residential	residential	ADJ
easat-5716	282	31	loads	load	NOUN
easat-5716	282	32	using	use	VERB
easat-5716	282	33	empirical	empirical	ADJ
easat-5716	282	34	mode	mode	NOUN
easat-5716	282	35	decomposition	decomposition	NOUN
easat-5716	282	36	and	and	CCONJ
easat-5716	282	37	extreme	extreme	ADJ
easat-5716	282	38	learning	learning	NOUN
easat-5716	282	39	machines	machine	NOUN
easat-5716	282	40	,	,	PUNCT
easat-5716	282	41	"	"	PUNCT
easat-5716	282	42	computers	computer	NOUN
easat-5716	282	43	&	&	CCONJ
easat-5716	282	44	electrical	electrical	ADJ
easat-5716	282	45	engineering	engineering	NOUN
easat-5716	282	46	,	,	PUNCT
easat-5716	282	47	vol	vol	NOUN
easat-5716	282	48	.	.	PROPN
easat-5716	282	49	98	98	NUM
easat-5716	282	50	,	,	PUNCT
easat-5716	282	51	p.	p.	NOUN
easat-5716	282	52	107663	107663	NUM
easat-5716	282	53	,	,	PUNCT
easat-5716	282	54	2022	2022	NUM
easat-5716	282	55	.	.	PUNCT
easat-5716	283	1	https://doi.org/10.1016/j.compeleceng.2021.107663	https://doi.org/10.1016/j.compeleceng.2021.107663	PROPN
easat-5716	284	1	[	[	X
easat-5716	284	2	10	10	NUM
easat-5716	284	3	]	]	PUNCT
easat-5716	284	4	j.	j.	PROPN
easat-5716	284	5	zhang	zhang	PROPN
easat-5716	284	6	,	,	PUNCT
easat-5716	284	7	y.-m	y.-m	PROPN
easat-5716	284	8	.	.	PUNCT
easat-5716	285	1	wei	wei	PROPN
easat-5716	285	2	,	,	PUNCT
easat-5716	285	3	d.	d.	PROPN
easat-5716	285	4	li	li	PROPN
easat-5716	285	5	,	,	PUNCT
easat-5716	285	6	z.	z.	PROPN
easat-5716	285	7	tan	tan	PROPN
easat-5716	285	8	,	,	PUNCT
easat-5716	285	9	and	and	CCONJ
easat-5716	285	10	j.	j.	PROPN
easat-5716	285	11	zhou	zhou	PROPN
easat-5716	285	12	,	,	PUNCT
easat-5716	285	13	"	"	PUNCT
easat-5716	285	14	short	short	ADJ
easat-5716	285	15	term	term	NOUN
easat-5716	285	16	electricity	electricity	NOUN
easat-5716	285	17	load	load	NOUN
easat-5716	285	18	forecasting	forecasting	NOUN
easat-5716	285	19	using	use	VERB
easat-5716	285	20	a	a	DET
easat-5716	285	21	hybrid	hybrid	ADJ
easat-5716	285	22	model	model	NOUN
easat-5716	285	23	,	,	PUNCT
easat-5716	285	24	"	"	PUNCT
easat-5716	285	25	energy	energy	NOUN
easat-5716	285	26	,	,	PUNCT
easat-5716	285	27	vol	vol	NOUN
easat-5716	285	28	.	.	PROPN
easat-5716	285	29	158	158	NUM
easat-5716	285	30	,	,	PUNCT
easat-5716	285	31	pp	pp	ADJ
easat-5716	285	32	.	.	PUNCT
easat-5716	286	1	774	774	NUM
easat-5716	286	2	-	-	SYM
easat-5716	286	3	781	781	NUM
easat-5716	286	4	,	,	PUNCT
easat-5716	286	5	2018	2018	NUM
easat-5716	286	6	.	.	PUNCT
easat-5716	287	1	https://doi.org/10.1016/j.energy.2018.06.012	https://doi.org/10.1016/j.energy.2018.06.012	NOUN
easat-5716	287	2	[	[	X
easat-5716	287	3	11	11	NUM
easat-5716	287	4	]	]	PUNCT
easat-5716	287	5	h.	h.	PROPN
easat-5716	287	6	h.	h.	PROPN
easat-5716	287	7	aly	aly	PROPN
easat-5716	287	8	,	,	PUNCT
easat-5716	287	9	"	"	PUNCT
easat-5716	287	10	a	a	DET
easat-5716	287	11	proposed	propose	VERB
easat-5716	287	12	intelligent	intelligent	ADJ
easat-5716	287	13	short	short	ADJ
easat-5716	287	14	-	-	PUNCT
easat-5716	287	15	term	term	NOUN
easat-5716	287	16	load	load	NOUN
easat-5716	287	17	forecasting	forecast	VERB
easat-5716	287	18	hybrid	hybrid	ADJ
easat-5716	287	19	models	model	NOUN
easat-5716	287	20	of	of	ADP
easat-5716	287	21	ann	ann	PROPN
easat-5716	287	22	,	,	PUNCT
easat-5716	287	23	wnn	wnn	PROPN
easat-5716	287	24	and	and	CCONJ
easat-5716	287	25	kf	kf	PROPN
easat-5716	287	26	based	base	VERB
easat-5716	287	27	on	on	ADP
easat-5716	287	28	clustering	cluster	VERB
easat-5716	287	29	techniques	technique	NOUN
easat-5716	287	30	for	for	ADP
easat-5716	287	31	smart	smart	ADJ
easat-5716	287	32	grid	grid	NOUN
easat-5716	287	33	,	,	PUNCT
easat-5716	287	34	"	"	PUNCT
easat-5716	287	35	electric	electric	ADJ
easat-5716	287	36	power	power	NOUN
easat-5716	287	37	systems	system	NOUN
easat-5716	287	38	research	research	NOUN
easat-5716	287	39	,	,	PUNCT
easat-5716	287	40	vol	vol	NOUN
easat-5716	287	41	.	.	PROPN
easat-5716	287	42	182	182	NUM
easat-5716	287	43	,	,	PUNCT
easat-5716	287	44	p.	p.	NOUN
easat-5716	287	45	106191	106191	NUM
easat-5716	287	46	,	,	PUNCT
easat-5716	287	47	2020	2020	NUM
easat-5716	287	48	.	.	PUNCT
easat-5716	288	1	https://doi.org/10.1016/j.epsr.2019.106191	https://doi.org/10.1016/j.epsr.2019.106191	PROPN
easat-5716	288	2	[	[	X
easat-5716	288	3	12	12	NUM
easat-5716	288	4	]	]	PUNCT
easat-5716	288	5	z.	z.	PROPN
easat-5716	288	6	zheng	zheng	PROPN
easat-5716	288	7	,	,	PUNCT
easat-5716	288	8	h.	h.	PROPN
easat-5716	288	9	chen	chen	PROPN
easat-5716	288	10	,	,	PUNCT
easat-5716	288	11	and	and	CCONJ
easat-5716	288	12	x.	x.	PROPN
easat-5716	288	13	luo	luo	PROPN
easat-5716	288	14	,	,	PUNCT
easat-5716	288	15	"	"	PUNCT
easat-5716	288	16	a	a	DET
easat-5716	288	17	kalman	kalman	PROPN
easat-5716	288	18	filter	filter	NOUN
easat-5716	288	19	-	-	PUNCT
easat-5716	288	20	based	base	VERB
easat-5716	288	21	bottom	bottom	ADJ
easat-5716	288	22	-	-	PUNCT
easat-5716	288	23	up	up	ADP
easat-5716	288	24	approach	approach	NOUN
easat-5716	288	25	for	for	ADP
easat-5716	288	26	household	household	NOUN
easat-5716	288	27	short	short	ADJ
easat-5716	288	28	-	-	PUNCT
easat-5716	288	29	term	term	NOUN
easat-5716	288	30	load	load	NOUN
easat-5716	288	31	forecast	forecast	NOUN
easat-5716	288	32	,	,	PUNCT
easat-5716	288	33	"	"	PUNCT
easat-5716	288	34	applied	apply	VERB
easat-5716	288	35	energy	energy	NOUN
easat-5716	288	36	,	,	PUNCT
easat-5716	288	37	vol	vol	NOUN
easat-5716	288	38	.	.	PROPN
easat-5716	288	39	250	250	NUM
easat-5716	288	40	,	,	PUNCT
easat-5716	288	41	pp	pp	ADJ
easat-5716	288	42	.	.	PUNCT
easat-5716	288	43	882	882	NUM
easat-5716	288	44	-	-	SYM
easat-5716	288	45	894	894	NUM
easat-5716	288	46	,	,	PUNCT
easat-5716	288	47	2019	2019	NUM
easat-5716	288	48	.	.	PUNCT
easat-5716	289	1	https://doi.org/10.1016/j.apenergy.2019.05.102	https://doi.org/10.1016/j.apenergy.2019.05.102	NUM
easat-5716	290	1	[	[	X
easat-5716	290	2	13	13	NUM
easat-5716	290	3	]	]	X
easat-5716	290	4	c.	c.	PROPN
easat-5716	290	5	guan	guan	PROPN
easat-5716	290	6	,	,	PUNCT
easat-5716	290	7	p.	p.	PROPN
easat-5716	290	8	b.	b.	PROPN
easat-5716	290	9	luh	luh	PROPN
easat-5716	290	10	,	,	PUNCT
easat-5716	290	11	l.	l.	PROPN
easat-5716	290	12	d.	d.	PROPN
easat-5716	290	13	michel	michel	PROPN
easat-5716	290	14	,	,	PUNCT
easat-5716	290	15	and	and	CCONJ
easat-5716	290	16	z.	z.	PROPN
easat-5716	290	17	chi	chi	PROPN
easat-5716	290	18	,	,	PUNCT
easat-5716	290	19	"	"	PUNCT
easat-5716	290	20	hybrid	hybrid	ADJ
easat-5716	290	21	kalman	kalman	NOUN
easat-5716	290	22	filters	filter	VERB
easat-5716	290	23	for	for	ADP
easat-5716	290	24	very	very	ADV
easat-5716	290	25	short	short	ADJ
easat-5716	290	26	-	-	PUNCT
easat-5716	290	27	term	term	NOUN
easat-5716	290	28	load	load	NOUN
easat-5716	290	29	forecasting	forecasting	NOUN
easat-5716	290	30	and	and	CCONJ
easat-5716	290	31	prediction	prediction	NOUN
easat-5716	290	32	interval	interval	NOUN
easat-5716	290	33	estimation	estimation	NOUN
easat-5716	290	34	,	,	PUNCT
easat-5716	290	35	"	"	PUNCT
easat-5716	290	36	ieee	ieee	NOUN
easat-5716	290	37	transactions	transaction	NOUN
easat-5716	290	38	on	on	ADP
easat-5716	290	39	power	power	NOUN
easat-5716	290	40	systems	system	NOUN
easat-5716	290	41	,	,	PUNCT
easat-5716	290	42	vol	vol	NOUN
easat-5716	290	43	.	.	PROPN
easat-5716	291	1	28	28	NUM
easat-5716	291	2	,	,	PUNCT
easat-5716	291	3	no	no	INTJ
easat-5716	291	4	.	.	NOUN
easat-5716	291	5	4	4	NUM
easat-5716	291	6	,	,	PUNCT
easat-5716	291	7	pp	pp	ADJ
easat-5716	291	8	.	.	PUNCT
easat-5716	292	1	3806	3806	NUM
easat-5716	292	2	-	-	SYM
easat-5716	292	3	3817	3817	NUM
easat-5716	292	4	,	,	PUNCT
easat-5716	292	5	2013	2013	NUM
easat-5716	292	6	.	.	PUNCT
easat-5716	293	1	https://doi.org/10.1109/tpwrs.2013.2264488	https://doi.org/10.1109/tpwrs.2013.2264488	PUNCT
easat-5716	294	1	[	[	X
easat-5716	294	2	14	14	NUM
easat-5716	294	3	]	]	PUNCT
easat-5716	294	4	p.	p.	NOUN
easat-5716	294	5	v.	v.	PROPN
easat-5716	294	6	b.	b.	PROPN
easat-5716	294	7	ramos	ramos	PROPN
easat-5716	294	8	,	,	PUNCT
easat-5716	294	9	s.	s.	PROPN
easat-5716	294	10	m.	m.	PROPN
easat-5716	294	11	villela	villela	PROPN
easat-5716	294	12	,	,	PUNCT
easat-5716	294	13	w.	w.	PROPN
easat-5716	294	14	n.	n.	PROPN
easat-5716	294	15	silva	silva	PROPN
easat-5716	294	16	,	,	PUNCT
easat-5716	294	17	and	and	CCONJ
easat-5716	294	18	b.	b.	PROPN
easat-5716	294	19	h.	h.	PROPN
easat-5716	294	20	dias	dias	PROPN
easat-5716	294	21	,	,	PUNCT
easat-5716	294	22	"	"	PUNCT
easat-5716	294	23	residential	residential	ADJ
easat-5716	294	24	energy	energy	NOUN
easat-5716	294	25	consumption	consumption	NOUN
easat-5716	294	26	forecasting	forecasting	NOUN
easat-5716	294	27	using	use	VERB
easat-5716	294	28	deep	deep	ADJ
easat-5716	294	29	learning	learning	NOUN
easat-5716	294	30	models	model	NOUN
easat-5716	294	31	,	,	PUNCT
easat-5716	294	32	"	"	PUNCT
easat-5716	294	33	applied	apply	VERB
easat-5716	294	34	energy	energy	NOUN
easat-5716	294	35	,	,	PUNCT
easat-5716	294	36	vol	vol	NOUN
easat-5716	294	37	.	.	PROPN
easat-5716	294	38	350	350	NUM
easat-5716	294	39	,	,	PUNCT
easat-5716	294	40	p.	p.	NOUN
easat-5716	294	41	121705	121705	NUM
easat-5716	294	42	,	,	PUNCT
easat-5716	294	43	2023	2023	NUM
easat-5716	294	44	.	.	PUNCT
easat-5716	295	1	https://doi.org/10.1016/j.apenergy.2023.121705	https://doi.org/10.1016/j.apenergy.2023.121705	NOUN
easat-5716	295	2	[	[	X
easat-5716	295	3	15	15	NUM
easat-5716	295	4	]	]	X
easat-5716	295	5	g.	g.	PROPN
easat-5716	295	6	la	la	PROPN
easat-5716	295	7	tona	tona	PROPN
easat-5716	295	8	,	,	PUNCT
easat-5716	295	9	m.	m.	NOUN
easat-5716	295	10	luna	luna	PROPN
easat-5716	295	11	,	,	PUNCT
easat-5716	295	12	and	and	CCONJ
easat-5716	295	13	m.	m.	NOUN
easat-5716	295	14	di	di	NOUN
easat-5716	295	15	piazza	piazza	PROPN
easat-5716	295	16	,	,	PUNCT
easat-5716	295	17	"	"	PUNCT
easat-5716	295	18	day	day	NOUN
easat-5716	295	19	-	-	PUNCT
easat-5716	295	20	ahead	ahead	NOUN
easat-5716	295	21	forecasting	forecasting	NOUN
easat-5716	295	22	of	of	ADP
easat-5716	295	23	residential	residential	ADJ
easat-5716	295	24	electric	electric	ADJ
easat-5716	295	25	power	power	NOUN
easat-5716	295	26	consumption	consumption	NOUN
easat-5716	295	27	for	for	ADP
easat-5716	295	28	energy	energy	NOUN
easat-5716	295	29	management	management	NOUN
easat-5716	295	30	using	use	VERB
easat-5716	295	31	long	long	ADJ
easat-5716	295	32	short	short	ADJ
easat-5716	295	33	-	-	PUNCT
easat-5716	295	34	term	term	NOUN
easat-5716	295	35	memory	memory	NOUN
easat-5716	295	36	encoder	encoder	NOUN
easat-5716	295	37	–	–	PUNCT
easat-5716	295	38	decoder	decoder	NOUN
easat-5716	295	39	model	model	NOUN
easat-5716	295	40	,	,	PUNCT
easat-5716	295	41	"	"	PUNCT
easat-5716	295	42	mathematics	mathematic	NOUN
easat-5716	295	43	and	and	CCONJ
easat-5716	295	44	computers	computer	NOUN
easat-5716	295	45	in	in	ADP
easat-5716	295	46	simulation	simulation	NOUN
easat-5716	295	47	,	,	PUNCT
easat-5716	295	48	vol	vol	NOUN
easat-5716	295	49	.	.	PROPN
easat-5716	295	50	224	224	NUM
easat-5716	295	51	,	,	PUNCT
easat-5716	295	52	pp	pp	ADJ
easat-5716	295	53	.	.	PUNCT
easat-5716	296	1	63	63	NUM
easat-5716	296	2	-	-	SYM
easat-5716	296	3	75	75	NUM
easat-5716	296	4	,	,	PUNCT
easat-5716	296	5	2024	2024	NUM
easat-5716	296	6	.	.	PUNCT
easat-5716	297	1	https://doi.org/10.1016/j.matcom.2023.06.017	https://doi.org/10.1016/j.matcom.2023.06.017	X
easat-5716	297	2	[	[	X
easat-5716	297	3	16	16	NUM
easat-5716	297	4	]	]	PUNCT
easat-5716	297	5	g.-f	g.-f	NOUN
easat-5716	297	6	.	.	PUNCT
easat-5716	298	1	fan	fan	PROPN
easat-5716	298	2	,	,	PUNCT
easat-5716	298	3	y.	y.	PROPN
easat-5716	298	4	zheng	zheng	PROPN
easat-5716	298	5	,	,	PUNCT
easat-5716	298	6	w.-j	w.-j	PROPN
easat-5716	298	7	.	.	PUNCT
easat-5716	299	1	gao	gao	PROPN
easat-5716	299	2	,	,	PUNCT
easat-5716	299	3	l.-l	l.-l	PROPN
easat-5716	299	4	.	.	PUNCT
easat-5716	300	1	peng	peng	PROPN
easat-5716	300	2	,	,	PUNCT
easat-5716	300	3	y.-h	y.-h	PROPN
easat-5716	300	4	.	.	PUNCT
easat-5716	301	1	yeh	yeh	PROPN
easat-5716	301	2	,	,	PUNCT
easat-5716	301	3	and	and	CCONJ
easat-5716	301	4	w.-c	w.-c	NOUN
easat-5716	301	5	.	.	PUNCT
easat-5716	302	1	hong	hong	PROPN
easat-5716	302	2	,	,	PUNCT
easat-5716	302	3	"	"	PUNCT
easat-5716	302	4	forecasting	forecast	VERB
easat-5716	302	5	residential	residential	ADJ
easat-5716	302	6	electricity	electricity	NOUN
easat-5716	302	7	consumption	consumption	NOUN
easat-5716	302	8	using	use	VERB
easat-5716	302	9	the	the	DET
easat-5716	302	10	novel	novel	ADJ
easat-5716	302	11	hybrid	hybrid	NOUN
easat-5716	302	12	model	model	NOUN
easat-5716	302	13	,	,	PUNCT
easat-5716	302	14	"	"	PUNCT
easat-5716	302	15	energy	energy	NOUN
easat-5716	302	16	and	and	CCONJ
easat-5716	302	17	buildings	building	NOUN
easat-5716	302	18	,	,	PUNCT
easat-5716	302	19	vol	vol	NOUN
easat-5716	302	20	.	.	PROPN
easat-5716	302	21	290	290	NUM
easat-5716	302	22	,	,	PUNCT
easat-5716	302	23	p.	p.	NOUN
easat-5716	302	24	113085	113085	NUM
easat-5716	302	25	,	,	PUNCT
easat-5716	302	26	2023	2023	NUM
easat-5716	302	27	.	.	PUNCT
easat-5716	303	1	https://doi.org/10.1016/j.enbuild.2023.113085	https://doi.org/10.1016/j.enbuild.2023.113085	NOUN
easat-5716	303	2	[	[	X
easat-5716	303	3	17	17	NUM
easat-5716	303	4	]	]	X
easat-5716	303	5	f.	f.	PROPN
easat-5716	303	6	gao	gao	PROPN
easat-5716	303	7	,	,	PUNCT
easat-5716	303	8	h.	h.	PROPN
easat-5716	303	9	chi	chi	PROPN
easat-5716	303	10	,	,	PUNCT
easat-5716	303	11	and	and	CCONJ
easat-5716	303	12	x.	x.	PROPN
easat-5716	303	13	shao	shao	PROPN
easat-5716	303	14	,	,	PUNCT
easat-5716	303	15	"	"	PUNCT
easat-5716	303	16	forecasting	forecast	VERB
easat-5716	303	17	residential	residential	ADJ
easat-5716	303	18	electricity	electricity	NOUN
easat-5716	303	19	consumption	consumption	NOUN
easat-5716	303	20	using	use	VERB
easat-5716	303	21	a	a	DET
easat-5716	303	22	hybrid	hybrid	ADJ
easat-5716	303	23	machine	machine	NOUN
easat-5716	303	24	learning	learning	NOUN
easat-5716	303	25	model	model	NOUN
easat-5716	303	26	with	with	ADP
easat-5716	303	27	online	online	ADJ
easat-5716	303	28	search	search	NOUN
easat-5716	303	29	data	datum	NOUN
easat-5716	303	30	,	,	PUNCT
easat-5716	303	31	"	"	PUNCT
easat-5716	303	32	applied	apply	VERB
easat-5716	303	33	energy	energy	NOUN
easat-5716	303	34	,	,	PUNCT
easat-5716	303	35	vol	vol	NOUN
easat-5716	303	36	.	.	PROPN
easat-5716	303	37	300	300	NUM
easat-5716	303	38	,	,	PUNCT
easat-5716	303	39	p.	p.	NOUN
easat-5716	303	40	117393	117393	NUM
easat-5716	303	41	,	,	PUNCT
easat-5716	303	42	2021	2021	NUM
easat-5716	303	43	.	.	PUNCT
easat-5716	304	1	https://doi.org/10.1016/j.apenergy.2021.117393	https://doi.org/10.1016/j.apenergy.2021.117393	NOUN
easat-5716	304	2	[	[	X
easat-5716	304	3	18	18	NUM
easat-5716	304	4	]	]	X
easat-5716	304	5	y.	y.	NOUN
easat-5716	304	6	patel	patel	PROPN
easat-5716	304	7	and	and	CCONJ
easat-5716	304	8	d.	d.	PROPN
easat-5716	304	9	deb	deb	PROPN
easat-5716	304	10	,	,	PUNCT
easat-5716	304	11	"	"	PUNCT
easat-5716	304	12	machine	machine	NOUN
easat-5716	304	13	intelligent	intelligent	ADJ
easat-5716	304	14	hybrid	hybrid	ADJ
easat-5716	304	15	methods	method	NOUN
easat-5716	304	16	based	base	VERB
easat-5716	304	17	on	on	ADP
easat-5716	304	18	kalman	kalman	PROPN
easat-5716	304	19	filter	filter	PROPN
easat-5716	304	20	and	and	CCONJ
easat-5716	304	21	wavelet	wavelet	NOUN
easat-5716	304	22	transform	transform	NOUN
easat-5716	304	23	for	for	ADP
easat-5716	304	24	shortterm	shortterm	PROPN
easat-5716	304	25	wind	wind	NOUN
easat-5716	304	26	speed	speed	NOUN
easat-5716	304	27	prediction	prediction	NOUN
easat-5716	304	28	,	,	PUNCT
easat-5716	304	29	"	"	PUNCT
easat-5716	304	30	wind	wind	NOUN
easat-5716	304	31	,	,	PUNCT
easat-5716	304	32	vol	vol	NOUN
easat-5716	304	33	.	.	PROPN
easat-5716	305	1	2	2	NUM
easat-5716	305	2	,	,	PUNCT
easat-5716	305	3	no	no	INTJ
easat-5716	305	4	.	.	NOUN
easat-5716	305	5	1	1	NUM
easat-5716	305	6	,	,	PUNCT
easat-5716	305	7	pp	pp	ADJ
easat-5716	305	8	.	.	PUNCT
easat-5716	306	1	37	37	NUM
easat-5716	306	2	-	-	SYM
easat-5716	306	3	50	50	NUM
easat-5716	306	4	,	,	PUNCT
easat-5716	306	5	2022	2022	NUM
easat-5716	306	6	.	.	PUNCT
easat-5716	307	1	https://doi.org/10.3390/wind2010003	https://doi.org/10.3390/wind2010003	NOUN
easat-5716	307	2	[	[	X
easat-5716	307	3	19	19	NUM
easat-5716	307	4	]	]	PUNCT
easat-5716	307	5	m.	m.	NOUN
easat-5716	307	6	khashei	khashei	PROPN
easat-5716	307	7	and	and	CCONJ
easat-5716	307	8	b.	b.	PROPN
easat-5716	307	9	mahdavi	mahdavi	PROPN
easat-5716	307	10	sharif	sharif	PROPN
easat-5716	307	11	,	,	PUNCT
easat-5716	307	12	"	"	PUNCT
easat-5716	307	13	a	a	DET
easat-5716	307	14	kalman	kalman	PROPN
easat-5716	307	15	filter	filter	NOUN
easat-5716	307	16	-	-	PUNCT
easat-5716	307	17	based	base	VERB
easat-5716	307	18	hybridization	hybridization	NOUN
easat-5716	307	19	model	model	NOUN
easat-5716	307	20	of	of	ADP
easat-5716	307	21	statistical	statistical	ADJ
easat-5716	307	22	and	and	CCONJ
easat-5716	307	23	intelligent	intelligent	ADJ
easat-5716	307	24	approaches	approach	NOUN
easat-5716	307	25	for	for	ADP
easat-5716	307	26	exchange	exchange	NOUN
easat-5716	307	27	rate	rate	NOUN
easat-5716	307	28	forecasting	forecasting	NOUN
easat-5716	307	29	,	,	PUNCT
easat-5716	307	30	"	"	PUNCT
easat-5716	307	31	journal	journal	NOUN
easat-5716	307	32	of	of	ADP
easat-5716	307	33	modelling	modelling	NOUN
easat-5716	307	34	in	in	ADP
easat-5716	307	35	management	management	NOUN
easat-5716	307	36	,	,	PUNCT
easat-5716	307	37	vol	vol	NOUN
easat-5716	307	38	.	.	PROPN
easat-5716	307	39	16	16	NUM
easat-5716	307	40	,	,	PUNCT
easat-5716	307	41	no	no	INTJ
easat-5716	307	42	.	.	NOUN
easat-5716	307	43	2	2	NUM
easat-5716	307	44	,	,	PUNCT
easat-5716	307	45	pp	pp	ADJ
easat-5716	307	46	.	.	PUNCT
easat-5716	308	1	579	579	NUM
easat-5716	308	2	-	-	SYM
easat-5716	308	3	601	601	NUM
easat-5716	308	4	,	,	PUNCT
easat-5716	308	5	2021	2021	NUM
easat-5716	308	6	.	.	PUNCT
easat-5716	309	1	https://doi.org/10.1108/jm2-12-2019-0277	https://doi.org/10.1108/jm2-12-2019-0277	NOUN
easat-5716	310	1	[	[	X
easat-5716	310	2	20	20	NUM
easat-5716	310	3	]	]	PUNCT
easat-5716	310	4	s.	s.	PROPN
easat-5716	310	5	singh	singh	PROPN
easat-5716	310	6	,	,	PUNCT
easat-5716	310	7	k.	k.	PROPN
easat-5716	310	8	s.	s.	PROPN
easat-5716	310	9	parmar	parmar	PROPN
easat-5716	310	10	,	,	PUNCT
easat-5716	310	11	j.	j.	PROPN
easat-5716	310	12	kumar	kumar	PROPN
easat-5716	310	13	,	,	PUNCT
easat-5716	310	14	and	and	CCONJ
easat-5716	310	15	s.	s.	PROPN
easat-5716	310	16	j.	j.	PROPN
easat-5716	310	17	s.	s.	PROPN
easat-5716	310	18	makkhan	makkhan	PROPN
easat-5716	310	19	,	,	PUNCT
easat-5716	310	20	"	"	PUNCT
easat-5716	310	21	development	development	NOUN
easat-5716	310	22	of	of	ADP
easat-5716	310	23	new	new	ADJ
easat-5716	310	24	hybrid	hybrid	ADJ
easat-5716	310	25	model	model	NOUN
easat-5716	310	26	of	of	ADP
easat-5716	310	27	discrete	discrete	ADJ
easat-5716	310	28	wavelet	wavelet	NOUN
easat-5716	310	29	decomposition	decomposition	NOUN
easat-5716	310	30	and	and	CCONJ
easat-5716	310	31	autoregressive	autoregressive	ADJ
easat-5716	310	32	integrated	integrated	ADJ
easat-5716	310	33	moving	move	VERB
easat-5716	310	34	average	average	ADJ
easat-5716	310	35	(	(	PUNCT
easat-5716	310	36	arima	arima	NOUN
easat-5716	310	37	)	)	PUNCT
easat-5716	310	38	models	model	NOUN
easat-5716	310	39	in	in	ADP
easat-5716	310	40	application	application	NOUN
easat-5716	310	41	to	to	ADP
easat-5716	310	42	one	one	NUM
easat-5716	310	43	month	month	NOUN
easat-5716	310	44	forecast	forecast	NOUN
easat-5716	310	45	the	the	DET
easat-5716	310	46	casualties	casualty	NOUN
easat-5716	310	47	cases	case	NOUN
easat-5716	310	48	of	of	ADP
easat-5716	310	49	covid-19	covid-19	PROPN
easat-5716	310	50	,	,	PUNCT
easat-5716	310	51	"	"	PUNCT
easat-5716	310	52	chaos	chaos	NOUN
easat-5716	310	53	,	,	PUNCT
easat-5716	310	54	solitons	soliton	NOUN
easat-5716	310	55	&	&	CCONJ
easat-5716	310	56	fractals	fractal	NOUN
easat-5716	310	57	,	,	PUNCT
easat-5716	310	58	vol	vol	NOUN
easat-5716	310	59	.	.	PROPN
easat-5716	310	60	135	135	NUM
easat-5716	310	61	,	,	PUNCT
easat-5716	310	62	p.	p.	NOUN
easat-5716	310	63	109866	109866	NUM
easat-5716	310	64	,	,	PUNCT
easat-5716	310	65	2020	2020	NUM
easat-5716	310	66	.	.	PUNCT
easat-5716	311	1	https://doi.org/10.1016/j.chaos.2020.109866	https://doi.org/10.1016/j.chaos.2020.109866	PROPN
easat-5716	311	2	[	[	X
easat-5716	311	3	21	21	NUM
easat-5716	311	4	]	]	PUNCT
easat-5716	311	5	a.	a.	NOUN
easat-5716	311	6	di	di	PROPN
easat-5716	311	7	piazza	piazza	PROPN
easat-5716	311	8	,	,	PUNCT
easat-5716	311	9	m.	m.	NOUN
easat-5716	311	10	c.	c.	PROPN
easat-5716	311	11	di	di	PROPN
easat-5716	311	12	piazza	piazza	PROPN
easat-5716	311	13	,	,	PUNCT
easat-5716	311	14	g.	g.	PROPN
easat-5716	311	15	la	la	PROPN
easat-5716	311	16	tona	tona	PROPN
easat-5716	311	17	,	,	PUNCT
easat-5716	311	18	and	and	CCONJ
easat-5716	311	19	m.	m.	PROPN
easat-5716	311	20	luna	luna	PROPN
easat-5716	311	21	,	,	PUNCT
easat-5716	311	22	"	"	PUNCT
easat-5716	311	23	an	an	DET
easat-5716	311	24	artificial	artificial	ADJ
easat-5716	311	25	neural	neural	ADJ
easat-5716	311	26	network	network	NOUN
easat-5716	311	27	-	-	PUNCT
easat-5716	311	28	based	base	VERB
easat-5716	311	29	forecasting	forecasting	NOUN
easat-5716	311	30	model	model	NOUN
easat-5716	311	31	of	of	ADP
easat-5716	311	32	energy	energy	NOUN
easat-5716	311	33	-	-	PUNCT
easat-5716	311	34	related	relate	VERB
easat-5716	311	35	time	time	NOUN
easat-5716	311	36	series	series	NOUN
easat-5716	311	37	for	for	ADP
easat-5716	311	38	electrical	electrical	ADJ
easat-5716	311	39	grid	grid	NOUN
easat-5716	311	40	management	management	NOUN
easat-5716	311	41	,	,	PUNCT
easat-5716	311	42	"	"	PUNCT
easat-5716	311	43	mathematics	mathematic	NOUN
easat-5716	311	44	and	and	CCONJ
easat-5716	311	45	computers	computer	NOUN
easat-5716	311	46	in	in	ADP
easat-5716	311	47	simulation	simulation	NOUN
easat-5716	311	48	,	,	PUNCT
easat-5716	311	49	vol	vol	NOUN
easat-5716	311	50	.	.	PROPN
easat-5716	312	1	184	184	NUM
easat-5716	312	2	,	,	PUNCT
easat-5716	312	3	pp	pp	ADJ
easat-5716	312	4	.	.	PUNCT
easat-5716	313	1	294305	294305	NUM
easat-5716	313	2	,	,	PUNCT
easat-5716	313	3	2021	2021	NUM
easat-5716	313	4	.	.	PUNCT
easat-5716	314	1	https://doi.org/10.1016/j.matcom.2020.05.010	https://doi.org/10.1016/j.matcom.2020.05.010	NOUN
easat-5716	315	1	[	[	X
easat-5716	315	2	22	22	NUM
easat-5716	315	3	]	]	X
easat-5716	315	4	y.	y.	PROPN
easat-5716	315	5	yang	yang	PROPN
easat-5716	315	6	,	,	PUNCT
easat-5716	315	7	t.	t.	PROPN
easat-5716	315	8	yu	yu	PROPN
easat-5716	315	9	,	,	PUNCT
easat-5716	315	10	w.	w.	PROPN
easat-5716	315	11	zhao	zhao	PROPN
easat-5716	315	12	,	,	PUNCT
easat-5716	315	13	and	and	CCONJ
easat-5716	315	14	x.	x.	PROPN
easat-5716	315	15	zhu	zhu	PROPN
easat-5716	315	16	,	,	PUNCT
easat-5716	315	17	"	"	PUNCT
easat-5716	315	18	kalman	kalman	NOUN
easat-5716	315	19	filter	filter	NOUN
easat-5716	315	20	photovoltaic	photovoltaic	NOUN
easat-5716	315	21	power	power	NOUN
easat-5716	315	22	prediction	prediction	NOUN
easat-5716	315	23	model	model	NOUN
easat-5716	315	24	based	base	VERB
easat-5716	315	25	on	on	ADP
easat-5716	315	26	forecasting	forecasting	NOUN
easat-5716	315	27	experience	experience	NOUN
easat-5716	315	28	,	,	PUNCT
easat-5716	315	29	"	"	PUNCT
easat-5716	315	30	frontiers	frontier	NOUN
easat-5716	315	31	in	in	ADP
easat-5716	315	32	energy	energy	NOUN
easat-5716	315	33	research	research	NOUN
easat-5716	315	34	,	,	PUNCT
easat-5716	315	35	vol	vol	NOUN
easat-5716	315	36	.	.	PROPN
easat-5716	316	1	9	9	NUM
easat-5716	316	2	,	,	PUNCT
easat-5716	316	3	p.	p.	NOUN
easat-5716	316	4	682852	682852	NUM
easat-5716	316	5	,	,	PUNCT
easat-5716	316	6	2021	2021	NUM
easat-5716	316	7	.	.	PUNCT
easat-5716	317	1	https://doi.org/10.3389/fenrg.2021.682852	https://doi.org/10.3389/fenrg.2021.682852	PROPN
easat-5716	318	1	[	[	X
easat-5716	318	2	23	23	NUM
easat-5716	318	3	]	]	X
easat-5716	318	4	y.	y.	PROPN
easat-5716	318	5	wang	wang	PROPN
easat-5716	318	6	,	,	PUNCT
easat-5716	318	7	h.	h.	PROPN
easat-5716	318	8	cheng	cheng	PROPN
easat-5716	318	9	,	,	PUNCT
easat-5716	318	10	h.	h.	PROPN
easat-5716	318	11	chen	chen	PROPN
easat-5716	318	12	,	,	PUNCT
easat-5716	318	13	m.	m.	NOUN
easat-5716	318	14	ye	ye	PROPN
easat-5716	318	15	,	,	PUNCT
easat-5716	318	16	y.	y.	PROPN
easat-5716	318	17	ren	ren	PROPN
easat-5716	318	18	,	,	PUNCT
easat-5716	318	19	and	and	CCONJ
easat-5716	318	20	c.	c.	PROPN
easat-5716	318	21	yang	yang	PROPN
easat-5716	318	22	,	,	PUNCT
easat-5716	318	23	"	"	PUNCT
easat-5716	318	24	a	a	DET
easat-5716	318	25	hybrid	hybrid	ADJ
easat-5716	318	26	model	model	NOUN
easat-5716	318	27	based	base	VERB
easat-5716	318	28	on	on	ADP
easat-5716	318	29	wavelet	wavelet	NOUN
easat-5716	318	30	decomposition	decomposition	NOUN
easat-5716	318	31	and	and	CCONJ
easat-5716	318	32	lstm	lstm	NOUN
easat-5716	318	33	for	for	ADP
easat-5716	318	34	short	short	ADJ
easat-5716	318	35	-	-	PUNCT
easat-5716	318	36	term	term	NOUN
easat-5716	318	37	energy	energy	NOUN
easat-5716	318	38	consumption	consumption	NOUN
easat-5716	318	39	prediction	prediction	NOUN
easat-5716	318	40	of	of	ADP
easat-5716	318	41	chillers	chiller	NOUN
easat-5716	318	42	,	,	PUNCT
easat-5716	318	43	"	"	PUNCT
easat-5716	318	44	journal	journal	NOUN
easat-5716	318	45	of	of	ADP
easat-5716	318	46	building	build	VERB
easat-5716	318	47	engineering	engineering	NOUN
easat-5716	318	48	,	,	PUNCT
easat-5716	318	49	vol	vol	NOUN
easat-5716	318	50	.	.	PROPN
easat-5716	318	51	99	99	NUM
easat-5716	318	52	,	,	PUNCT
easat-5716	318	53	p.	p.	NOUN
easat-5716	318	54	111539	111539	NUM
easat-5716	318	55	,	,	PUNCT
easat-5716	318	56	2025	2025	NUM
easat-5716	318	57	.	.	PUNCT
easat-5716	319	1	https://doi.org/10.1016/j.jobe.2024.111539	https://doi.org/10.1016/j.jobe.2024.111539	PROPN
easat-5716	319	2	[	[	X
easat-5716	319	3	24	24	NUM
easat-5716	319	4	]	]	X
easat-5716	319	5	s.	s.	PROPN
easat-5716	319	6	shiralashetti	shiralashetti	PROPN
easat-5716	319	7	,	,	PUNCT
easat-5716	319	8	"	"	PUNCT
easat-5716	319	9	an	an	DET
easat-5716	319	10	application	application	NOUN
easat-5716	319	11	of	of	ADP
easat-5716	319	12	the	the	DET
easat-5716	319	13	daubechies	daubechie	NOUN
easat-5716	319	14	orthogonal	orthogonal	ADJ
easat-5716	319	15	wavelets	wavelet	NOUN
easat-5716	319	16	in	in	ADP
easat-5716	319	17	power	power	NOUN
easat-5716	319	18	system	system	NOUN
easat-5716	319	19	engineering	engineering	NOUN
easat-5716	319	20	,	,	PUNCT
easat-5716	319	21	"	"	PUNCT
easat-5716	319	22	int	int	NOUN
easat-5716	319	23	.	.	PUNCT
easat-5716	320	1	j.	j.	PROPN
easat-5716	320	2	comput	comput	PROPN
easat-5716	320	3	.	.	PUNCT
easat-5716	321	1	appl	appl	PROPN
easat-5716	321	2	,	,	PUNCT
easat-5716	321	3	vol	vol	NOUN
easat-5716	321	4	.	.	PROPN
easat-5716	321	5	975	975	NUM
easat-5716	321	6	,	,	PUNCT
easat-5716	321	7	p.	p.	NOUN
easat-5716	321	8	8878	8878	NUM
easat-5716	321	9	,	,	PUNCT
easat-5716	321	10	2014	2014	NUM
easat-5716	321	11	.	.	PUNCT
easat-5716	322	1	[	[	X
easat-5716	322	2	25	25	NUM
easat-5716	322	3	]	]	PUNCT
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easat-5716	322	9	,	,	PUNCT
easat-5716	322	10	k.	k.	PROPN
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easat-5716	322	13	a.	a.	NOUN
easat-5716	322	14	akim	akim	PROPN
easat-5716	322	15	,	,	PUNCT
easat-5716	322	16	and	and	CCONJ
easat-5716	322	17	s.	s.	PROPN
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easat-5716	322	20	"	"	PUNCT
easat-5716	322	21	optimal	optimal	ADJ
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easat-5716	322	23	density	density	NOUN
easat-5716	322	24	estimation	estimation	NOUN
easat-5716	322	25	in	in	ADP
easat-5716	322	26	subsaharan	subsaharan	PROPN
easat-5716	322	27	africa	africa	PROPN
easat-5716	322	28	regions	region	NOUN
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easat-5716	322	31	weibull	weibull	NOUN
easat-5716	322	32	distribution	distribution	NOUN
easat-5716	322	33	parameters	parameter	NOUN
easat-5716	322	34	,	,	PUNCT
easat-5716	322	35	"	"	PUNCT
easat-5716	322	36	edelweiss	edelweiss	PROPN
easat-5716	322	37	applied	apply	VERB
easat-5716	322	38	science	science	NOUN
easat-5716	322	39	and	and	CCONJ
easat-5716	322	40	technology	technology	NOUN
easat-5716	322	41	,	,	PUNCT
easat-5716	322	42	vol	vol	NOUN
easat-5716	322	43	.	.	PROPN
easat-5716	322	44	8	8	NUM
easat-5716	322	45	,	,	PUNCT
easat-5716	322	46	no	no	INTJ
easat-5716	322	47	.	.	NOUN
easat-5716	322	48	4	4	NUM
easat-5716	322	49	,	,	PUNCT
easat-5716	322	50	pp	pp	ADJ
easat-5716	322	51	.	.	PUNCT
easat-5716	322	52	1937	1937	NUM
easat-5716	322	53	-	-	SYM
easat-5716	322	54	1955	1955	NUM
easat-5716	322	55	,	,	PUNCT
easat-5716	322	56	2024	2024	NUM
easat-5716	322	57	.	.	PUNCT
easat-5716	323	1	https://doi.org/10.55214/25768484.v8i4.1568	https://doi.org/10.55214/25768484.v8i4.1568	PROPN
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easat-5716	323	5	https://doi.org/10.3390/app10238634	https://doi.org/10.3390/app10238634	NOUN
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easat-5716	323	9	https://doi.org/10.1016/j.epsr.2019.106191	https://doi.org/10.1016/j.epsr.2019.106191	PROPN
easat-5716	323	10	https://doi.org/10.1016/j.apenergy.2019.05.102	https://doi.org/10.1016/j.apenergy.2019.05.102	NOUN
easat-5716	323	11	https://doi.org/10.1109/tpwrs.2013.2264488	https://doi.org/10.1109/tpwrs.2013.2264488	PROPN
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easat-5716	323	15	https://doi.org/10.1016/j.apenergy.2021.117393	https://doi.org/10.1016/j.apenergy.2021.117393	PROPN
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easat-5716	323	17	https://doi.org/10.1108/jm2-12-2019-0277	https://doi.org/10.1108/jm2-12-2019-0277	PROPN
easat-5716	323	18	https://doi.org/10.1016/j.chaos.2020.109866	https://doi.org/10.1016/j.chaos.2020.109866	PROPN
easat-5716	323	19	https://doi.org/10.1016/j.matcom.2020.05.010	https://doi.org/10.1016/j.matcom.2020.05.010	PROPN
easat-5716	323	20	https://doi.org/10.3389/fenrg.2021.682852	https://doi.org/10.3389/fenrg.2021.682852	PROPN
easat-5716	323	21	https://doi.org/10.1016/j.jobe.2024.111539	https://doi.org/10.1016/j.jobe.2024.111539	PROPN
easat-5716	323	22	https://doi.org/10.55214/25768484.v8i4.1568	https://doi.org/10.55214/25768484.v8i4.1568	PROPN
easat-5716	323	23	1907	1907	NUM
easat-5716	323	24	edelweiss	edelweiss	PROPN
easat-5716	323	25	applied	apply	VERB
easat-5716	323	26	science	science	NOUN
easat-5716	323	27	and	and	CCONJ
easat-5716	323	28	technology	technology	NOUN
easat-5716	323	29	issn	issn	PROPN
easat-5716	323	30	:	:	PUNCT
easat-5716	323	31	2576	2576	NUM
easat-5716	323	32	-	-	SYM
easat-5716	323	33	8484	8484	NUM
easat-5716	323	34	vol	vol	NOUN
easat-5716	323	35	.	.	PROPN
easat-5716	324	1	9	9	NUM
easat-5716	324	2	,	,	PUNCT
easat-5716	324	3	no	no	INTJ
easat-5716	324	4	.	.	NOUN
easat-5716	325	1	3	3	NUM
easat-5716	325	2	:	:	SYM
easat-5716	325	3	1892	1892	NUM
easat-5716	325	4	-	-	SYM
easat-5716	325	5	1907	1907	NUM
easat-5716	325	6	,	,	PUNCT
easat-5716	325	7	2025	2025	NUM
easat-5716	325	8	doi	doi	NOUN
easat-5716	325	9	:	:	PUNCT
easat-5716	325	10	10.55214/25768484.v9i3.5716	10.55214/25768484.v9i3.5716	NUM
easat-5716	325	11	©	©	PROPN
easat-5716	325	12	2025	2025	NUM
easat-5716	325	13	by	by	ADP
easat-5716	325	14	the	the	DET
easat-5716	325	15	authors	author	NOUN
easat-5716	325	16	;	;	PUNCT
easat-5716	325	17	licensee	licensee	PROPN
easat-5716	325	18	learning	learning	NOUN
easat-5716	325	19	gate	gate	NOUN
easat-5716	326	1	[	[	X
easat-5716	326	2	26	26	NUM
easat-5716	326	3	]	]	PUNCT
easat-5716	326	4	m.	m.	PROPN
easat-5716	326	5	s.	s.	PROPN
easat-5716	326	6	salim	salim	PROPN
easat-5716	326	7	,	,	PUNCT
easat-5716	326	8	n.	n.	PROPN
easat-5716	326	9	sabri	sabri	PROPN
easat-5716	326	10	,	,	PUNCT
easat-5716	326	11	and	and	CCONJ
easat-5716	326	12	a.	a.	PROPN
easat-5716	326	13	a.	a.	PROPN
easat-5716	326	14	r.	r.	PROPN
easat-5716	326	15	dheyab	dheyab	PROPN
easat-5716	326	16	,	,	PUNCT
easat-5716	326	17	"	"	PUNCT
easat-5716	326	18	artificial	artificial	ADJ
easat-5716	326	19	neural	neural	ADJ
easat-5716	326	20	network	network	NOUN
easat-5716	326	21	weights	weight	NOUN
easat-5716	326	22	-	-	PUNCT
easat-5716	326	23	based	base	VERB
easat-5716	326	24	new	new	ADJ
easat-5716	326	25	formula	formula	NOUN
easat-5716	326	26	for	for	ADP
easat-5716	326	27	solar	solar	ADJ
easat-5716	326	28	power	power	NOUN
easat-5716	326	29	plant	plant	NOUN
easat-5716	326	30	energy	energy	NOUN
easat-5716	326	31	prediction	prediction	NOUN
easat-5716	326	32	,	,	PUNCT
easat-5716	326	33	"	"	PUNCT
easat-5716	326	34	edelweiss	edelweiss	PROPN
easat-5716	326	35	applied	apply	VERB
easat-5716	326	36	science	science	NOUN
easat-5716	326	37	and	and	CCONJ
easat-5716	326	38	technology	technology	NOUN
easat-5716	326	39	,	,	PUNCT
easat-5716	326	40	vol	vol	NOUN
easat-5716	326	41	.	.	PROPN
easat-5716	326	42	8	8	NUM
easat-5716	326	43	,	,	PUNCT
easat-5716	326	44	no	no	INTJ
easat-5716	326	45	.	.	NOUN
easat-5716	326	46	6	6	NUM
easat-5716	326	47	,	,	PUNCT
easat-5716	326	48	pp	pp	ADJ
easat-5716	326	49	.	.	PUNCT
easat-5716	326	50	9345	9345	NUM
easat-5716	326	51	-	-	SYM
easat-5716	326	52	9355	9355	NUM
easat-5716	326	53	,	,	PUNCT
easat-5716	326	54	2024	2024	NUM
easat-5716	326	55	.	.	PUNCT
easat-5716	327	1	https://doi.org/10.55214/25768484.v8i6.3998	https://doi.org/10.55214/25768484.v8i6.3998	PROPN
easat-5716	327	2	https://doi.org/10.55214/25768484.v8i6.3998	https://doi.org/10.55214/25768484.v8i6.3998	PROPN