id	sid	tid	token	lemma	pos
easat-3998	1	1	edelweiss	edelweiss	PROPN
easat-3998	1	2	applied	apply	VERB
easat-3998	1	3	science	science	NOUN
easat-3998	1	4	and	and	CCONJ
easat-3998	1	5	technology	technology	NOUN
easat-3998	1	6	issn	issn	PROPN
easat-3998	1	7	:	:	PUNCT
easat-3998	1	8	2576	2576	NUM
easat-3998	1	9	-	-	SYM
easat-3998	1	10	8484	8484	NUM
easat-3998	1	11	vol	vol	NOUN
easat-3998	1	12	.	.	PROPN
easat-3998	1	13	8	8	NUM
easat-3998	1	14	,	,	PUNCT
easat-3998	1	15	no	no	INTJ
easat-3998	1	16	.	.	NOUN
easat-3998	1	17	6	6	NUM
easat-3998	1	18	,	,	PUNCT
easat-3998	1	19	9345	9345	NUM
easat-3998	1	20	-	-	SYM
easat-3998	1	21	9355	9355	NUM
easat-3998	1	22	2024	2024	NUM
easat-3998	1	23	publisher	publisher	NOUN
easat-3998	1	24	:	:	PUNCT
easat-3998	1	25	learning	learn	VERB
easat-3998	1	26	gate	gate	NOUN
easat-3998	1	27	doi	doi	PROPN
easat-3998	1	28	:	:	PUNCT
easat-3998	1	29	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	1	30	©	©	PROPN
easat-3998	1	31	2024	2024	NUM
easat-3998	1	32	by	by	ADP
easat-3998	1	33	the	the	DET
easat-3998	1	34	authors	author	NOUN
easat-3998	1	35	;	;	PUNCT
easat-3998	1	36	licensee	licensee	PROPN
easat-3998	1	37	learning	learning	NOUN
easat-3998	1	38	gate	gate	NOUN
easat-3998	1	39	©	©	PROPN
easat-3998	1	40	2024	2024	NUM
easat-3998	1	41	by	by	ADP
easat-3998	1	42	the	the	DET
easat-3998	1	43	authors	author	NOUN
easat-3998	1	44	;	;	PUNCT
easat-3998	1	45	licensee	licensee	PROPN
easat-3998	1	46	learning	learn	VERB
easat-3998	1	47	gate	gate	NOUN
easat-3998	1	48	*	*	PUNCT
easat-3998	1	49	correspondence	correspondence	NOUN
easat-3998	1	50	:	:	PUNCT
easat-3998	1	51	muhsabri1967@yahoo.com	muhsabri1967@yahoo.com	X
easat-3998	2	1	artificial	artificial	ADJ
easat-3998	2	2	neural	neural	ADJ
easat-3998	2	3	network	network	NOUN
easat-3998	2	4	weights	weight	NOUN
easat-3998	2	5	-	-	PUNCT
easat-3998	2	6	based	base	VERB
easat-3998	2	7	new	new	ADJ
easat-3998	2	8	formula	formula	NOUN
easat-3998	2	9	for	for	ADP
easat-3998	2	10	solar	solar	ADJ
easat-3998	2	11	power	power	NOUN
easat-3998	2	12	plant	plant	NOUN
easat-3998	2	13	energy	energy	NOUN
easat-3998	2	14	prediction	prediction	NOUN
easat-3998	2	15	muhammed	muhamme	VERB
easat-3998	2	16	sabri	sabri	PROPN
easat-3998	2	17	salim1	salim1	PROPN
easat-3998	2	18	*	*	PROPN
easat-3998	2	19	,	,	PUNCT
easat-3998	2	20	naseer	naseer	PROPN
easat-3998	2	21	sabri2	sabri2	PROPN
easat-3998	2	22	,	,	PUNCT
easat-3998	2	23	ali	ali	PROPN
easat-3998	2	24	abdul	abdul	PROPN
easat-3998	2	25	rahman	rahman	PROPN
easat-3998	2	26	dheyab3	dheyab3	PROPN
easat-3998	3	1	1,3department	1,3department	NUM
easat-3998	3	2	of	of	ADP
easat-3998	3	3	electronics	electronic	NOUN
easat-3998	3	4	and	and	CCONJ
easat-3998	3	5	communication	communication	NOUN
easat-3998	3	6	engineering	engineering	NOUN
easat-3998	3	7	,	,	PUNCT
easat-3998	3	8	al	al	PROPN
easat-3998	3	9	-	-	PUNCT
easat-3998	3	10	nahrain	nahrain	PROPN
easat-3998	3	11	university	university	PROPN
easat-3998	3	12	,	,	PUNCT
easat-3998	3	13	iraq	iraq	PROPN
easat-3998	3	14	;	;	PUNCT
easat-3998	3	15	muhsabri1967@yahoo.com	muhsabri1967@yahoo.com	X
easat-3998	3	16	(	(	PUNCT
easat-3998	3	17	m.s.s	m.s.s	PROPN
easat-3998	3	18	.	.	PUNCT
easat-3998	3	19	)	)	PUNCT
easat-3998	4	1	ali.abdulrahman.1@nahrainuniv.edu.iq	ali.abdulrahman.1@nahrainuniv.edu.iq	PROPN
easat-3998	4	2	(	(	PUNCT
easat-3998	4	3	a.a.ar.d	a.a.ar.d	ADJ
easat-3998	4	4	.	.	PUNCT
easat-3998	4	5	)	)	PUNCT
easat-3998	5	1	2technical	2technical	NUM
easat-3998	5	2	engineering	engineering	NOUN
easat-3998	5	3	college	college	NOUN
easat-3998	5	4	,	,	PUNCT
easat-3998	5	5	al	al	PROPN
easat-3998	5	6	-	-	PUNCT
easat-3998	5	7	farahidi	farahidi	PROPN
easat-3998	5	8	university	university	NOUN
easat-3998	5	9	,	,	PUNCT
easat-3998	5	10	iraq	iraq	PROPN
easat-3998	5	11	;	;	PUNCT
easat-3998	5	12	naseersabri@yahoo.com	naseersabri@yahoo.com	X
easat-3998	5	13	(	(	PUNCT
easat-3998	5	14	n.s	n.s	PROPN
easat-3998	5	15	.	.	PROPN
easat-3998	5	16	)	)	PUNCT
easat-3998	6	1	abstract	abstract	ADJ
easat-3998	6	2	:	:	PUNCT
easat-3998	7	1	renewable	renewable	ADJ
easat-3998	7	2	energy	energy	NOUN
easat-3998	7	3	,	,	PUNCT
easat-3998	7	4	particularly	particularly	ADV
easat-3998	7	5	solar	solar	ADJ
easat-3998	7	6	power	power	NOUN
easat-3998	7	7	,	,	PUNCT
easat-3998	7	8	is	be	AUX
easat-3998	7	9	crucial	crucial	ADJ
easat-3998	7	10	for	for	ADP
easat-3998	7	11	national	national	ADJ
easat-3998	7	12	development	development	NOUN
easat-3998	7	13	,	,	PUNCT
easat-3998	7	14	but	but	CCONJ
easat-3998	7	15	forecasting	forecast	VERB
easat-3998	7	16	its	its	PRON
easat-3998	7	17	electrical	electrical	ADJ
easat-3998	7	18	power	power	NOUN
easat-3998	7	19	output	output	NOUN
easat-3998	7	20	remains	remain	VERB
easat-3998	7	21	a	a	DET
easat-3998	7	22	challenge	challenge	NOUN
easat-3998	7	23	.	.	PUNCT
easat-3998	8	1	environmental	environmental	ADJ
easat-3998	8	2	parameters	parameter	NOUN
easat-3998	8	3	like	like	ADP
easat-3998	8	4	irradiance	irradiance	NOUN
easat-3998	8	5	,	,	PUNCT
easat-3998	8	6	temperature	temperature	NOUN
easat-3998	8	7	,	,	PUNCT
easat-3998	8	8	and	and	CCONJ
easat-3998	8	9	wind	wind	NOUN
easat-3998	8	10	speed	speed	NOUN
easat-3998	8	11	impact	impact	NOUN
easat-3998	8	12	photovoltaic	photovoltaic	NOUN
easat-3998	8	13	systems	system	NOUN
easat-3998	8	14	'	'	PART
easat-3998	8	15	power	power	NOUN
easat-3998	8	16	.	.	PUNCT
easat-3998	9	1	this	this	DET
easat-3998	9	2	research	research	NOUN
easat-3998	9	3	presents	present	VERB
easat-3998	9	4	a	a	DET
easat-3998	9	5	unique	unique	ADJ
easat-3998	9	6	approach	approach	NOUN
easat-3998	9	7	using	use	VERB
easat-3998	9	8	artificial	artificial	ADJ
easat-3998	9	9	neural	neural	ADJ
easat-3998	9	10	network	network	NOUN
easat-3998	9	11	’s	’s	PART
easat-3998	9	12	weights	weight	NOUN
easat-3998	9	13	to	to	PART
easat-3998	9	14	compute	compute	VERB
easat-3998	9	15	the	the	DET
easat-3998	9	16	output	output	NOUN
easat-3998	9	17	power	power	NOUN
easat-3998	9	18	of	of	ADP
easat-3998	9	19	a	a	DET
easat-3998	9	20	photovoltaic	photovoltaic	NOUN
easat-3998	9	21	system	system	NOUN
easat-3998	9	22	across	across	ADP
easat-3998	9	23	various	various	ADJ
easat-3998	9	24	operating	operating	NOUN
easat-3998	9	25	situations	situation	NOUN
easat-3998	9	26	.	.	PUNCT
easat-3998	10	1	the	the	DET
easat-3998	10	2	study	study	NOUN
easat-3998	10	3	utilized	utilize	VERB
easat-3998	10	4	an	an	DET
easat-3998	10	5	experimental	experimental	ADJ
easat-3998	10	6	dataset	dataset	NOUN
easat-3998	10	7	of	of	ADP
easat-3998	10	8	28296	28296	NUM
easat-3998	10	9	samples	sample	NOUN
easat-3998	10	10	to	to	PART
easat-3998	10	11	train	train	VERB
easat-3998	10	12	an	an	DET
easat-3998	10	13	artificial	artificial	ADJ
easat-3998	10	14	neural	neural	ADJ
easat-3998	10	15	network	network	NOUN
easat-3998	10	16	(	(	PUNCT
easat-3998	10	17	ann	ann	PROPN
easat-3998	10	18	)	)	PUNCT
easat-3998	10	19	,	,	PUNCT
easat-3998	10	20	with	with	ADP
easat-3998	10	21	the	the	DET
easat-3998	10	22	output	output	NOUN
easat-3998	10	23	power	power	NOUN
easat-3998	10	24	of	of	ADP
easat-3998	10	25	a	a	DET
easat-3998	10	26	photovoltaic	photovoltaic	NOUN
easat-3998	10	27	station	station	NOUN
easat-3998	10	28	serving	serve	VERB
easat-3998	10	29	as	as	ADP
easat-3998	10	30	the	the	DET
easat-3998	10	31	target	target	NOUN
easat-3998	10	32	parameter	parameter	NOUN
easat-3998	10	33	and	and	CCONJ
easat-3998	10	34	irradiance	irradiance	NOUN
easat-3998	10	35	,	,	PUNCT
easat-3998	10	36	temperature	temperature	NOUN
easat-3998	10	37	,	,	PUNCT
easat-3998	10	38	and	and	CCONJ
easat-3998	10	39	wind	wind	NOUN
easat-3998	10	40	speed	speed	NOUN
easat-3998	10	41	as	as	ADP
easat-3998	10	42	the	the	DET
easat-3998	10	43	input	input	NOUN
easat-3998	10	44	parameters	parameter	NOUN
easat-3998	10	45	.	.	PUNCT
easat-3998	11	1	next	next	ADV
easat-3998	11	2	,	,	PUNCT
easat-3998	11	3	utilize	utilize	VERB
easat-3998	11	4	the	the	DET
easat-3998	11	5	ann	ann	PROPN
easat-3998	11	6	's	's	PART
easat-3998	11	7	weights	weight	NOUN
easat-3998	11	8	to	to	PART
easat-3998	11	9	create	create	VERB
easat-3998	11	10	a	a	DET
easat-3998	11	11	distinct	distinct	ADJ
easat-3998	11	12	model	model	NOUN
easat-3998	11	13	for	for	ADP
easat-3998	11	14	predicting	predict	VERB
easat-3998	11	15	the	the	DET
easat-3998	11	16	production	production	NOUN
easat-3998	11	17	of	of	ADP
easat-3998	11	18	electricity	electricity	NOUN
easat-3998	11	19	.	.	PUNCT
easat-3998	12	1	the	the	DET
easat-3998	12	2	new	new	ADJ
easat-3998	12	3	formula	formula	NOUN
easat-3998	12	4	's	's	PART
easat-3998	12	5	results	result	NOUN
easat-3998	12	6	were	be	AUX
easat-3998	12	7	more	more	ADV
easat-3998	12	8	accurate	accurate	ADJ
easat-3998	12	9	than	than	ADP
easat-3998	12	10	the	the	DET
easat-3998	12	11	meteorological	meteorological	ADJ
easat-3998	12	12	service	service	NOUN
easat-3998	12	13	's	's	PART
easat-3998	12	14	local	local	ADJ
easat-3998	12	15	measurement	measurement	NOUN
easat-3998	12	16	data	datum	NOUN
easat-3998	12	17	for	for	ADP
easat-3998	12	18	weather	weather	NOUN
easat-3998	12	19	prediction	prediction	NOUN
easat-3998	12	20	,	,	PUNCT
easat-3998	12	21	which	which	PRON
easat-3998	12	22	showed	show	VERB
easat-3998	12	23	mean	mean	ADJ
easat-3998	12	24	square	square	ADJ
easat-3998	12	25	error	error	NOUN
easat-3998	12	26	,	,	PUNCT
easat-3998	12	27	an	an	DET
easat-3998	12	28	average	average	ADJ
easat-3998	12	29	absolute	absolute	ADJ
easat-3998	12	30	percentage	percentage	NOUN
easat-3998	12	31	deviation	deviation	NOUN
easat-3998	12	32	,	,	PUNCT
easat-3998	12	33	and	and	CCONJ
easat-3998	12	34	linear	linear	ADJ
easat-3998	12	35	correlation	correlation	NOUN
easat-3998	12	36	of	of	ADP
easat-3998	12	37	0.0592	0.0592	NUM
easat-3998	12	38	,	,	PUNCT
easat-3998	12	39	0.984	0.984	NUM
easat-3998	12	40	%	%	NOUN
easat-3998	12	41	,	,	PUNCT
easat-3998	12	42	and	and	CCONJ
easat-3998	12	43	0.9688	0.9688	NUM
easat-3998	12	44	,	,	PUNCT
easat-3998	12	45	respectively	respectively	ADV
easat-3998	12	46	.	.	PUNCT
easat-3998	13	1	the	the	DET
easat-3998	13	2	acquired	acquire	VERB
easat-3998	13	3	formula	formula	NOUN
easat-3998	13	4	makes	make	VERB
easat-3998	13	5	these	these	DET
easat-3998	13	6	results	result	NOUN
easat-3998	13	7	accessible	accessible	ADJ
easat-3998	13	8	and	and	CCONJ
easat-3998	13	9	usable	usable	ADJ
easat-3998	13	10	even	even	ADV
easat-3998	13	11	in	in	ADP
easat-3998	13	12	the	the	DET
easat-3998	13	13	absence	absence	NOUN
easat-3998	13	14	of	of	ADP
easat-3998	13	15	the	the	DET
easat-3998	13	16	relevant	relevant	ADJ
easat-3998	13	17	ann	ann	PROPN
easat-3998	13	18	software	software	NOUN
easat-3998	13	19	.	.	PUNCT
easat-3998	14	1	keywords	keyword	NOUN
easat-3998	14	2	:	:	PUNCT
easat-3998	14	3	ann	ann	PROPN
easat-3998	14	4	,	,	PUNCT
easat-3998	14	5	deep	deep	ADJ
easat-3998	14	6	learning	learning	NOUN
easat-3998	14	7	,	,	PUNCT
easat-3998	14	8	levenberg	levenberg	PROPN
easat-3998	14	9	marquardt	marquardt	PROPN
easat-3998	14	10	algorithm	algorithm	PROPN
easat-3998	14	11	,	,	PUNCT
easat-3998	14	12	renewable	renewable	ADJ
easat-3998	14	13	energy	energy	NOUN
easat-3998	14	14	,	,	PUNCT
easat-3998	14	15	solar	solar	ADJ
easat-3998	14	16	energy	energy	NOUN
easat-3998	14	17	,	,	PUNCT
easat-3998	14	18	solar	solar	ADJ
easat-3998	14	19	power	power	NOUN
easat-3998	14	20	plant	plant	NOUN
easat-3998	14	21	.	.	PUNCT
easat-3998	15	1	1	1	X
easat-3998	15	2	.	.	X
easat-3998	15	3	introduction	introduction	NOUN
easat-3998	15	4	renewable	renewable	ADJ
easat-3998	15	5	energy	energy	NOUN
easat-3998	15	6	,	,	PUNCT
easat-3998	15	7	including	include	VERB
easat-3998	15	8	solar	solar	ADJ
easat-3998	15	9	energy	energy	NOUN
easat-3998	15	10	,	,	PUNCT
easat-3998	15	11	is	be	AUX
easat-3998	15	12	a	a	DET
easat-3998	15	13	sustainable	sustainable	ADJ
easat-3998	15	14	solution	solution	NOUN
easat-3998	15	15	that	that	PRON
easat-3998	15	16	uses	use	VERB
easat-3998	15	17	sunlight	sunlight	NOUN
easat-3998	15	18	to	to	PART
easat-3998	15	19	generate	generate	VERB
easat-3998	15	20	electricity	electricity	NOUN
easat-3998	15	21	through	through	ADP
easat-3998	15	22	innovative	innovative	ADJ
easat-3998	15	23	photovoltaic	photovoltaic	NOUN
easat-3998	15	24	technology	technology	NOUN
easat-3998	15	25	.	.	PUNCT
easat-3998	16	1	the	the	DET
easat-3998	16	2	environmental	environmental	ADJ
easat-3998	16	3	and	and	CCONJ
easat-3998	16	4	technological	technological	ADJ
easat-3998	16	5	benefits	benefit	NOUN
easat-3998	16	6	of	of	ADP
easat-3998	16	7	a	a	DET
easat-3998	16	8	pv	pv	NOUN
easat-3998	16	9	system	system	NOUN
easat-3998	16	10	are	be	AUX
easat-3998	16	11	,	,	PUNCT
easat-3998	16	12	however	however	ADV
easat-3998	16	13	,	,	PUNCT
easat-3998	16	14	heavily	heavily	ADV
easat-3998	16	15	impacted	impact	VERB
easat-3998	16	16	by	by	ADP
easat-3998	16	17	financial	financial	ADJ
easat-3998	16	18	and	and	CCONJ
easat-3998	16	19	technical	technical	ADJ
easat-3998	16	20	factors	factor	NOUN
easat-3998	16	21	.	.	PUNCT
easat-3998	17	1	public	public	ADJ
easat-3998	17	2	funding	funding	NOUN
easat-3998	17	3	is	be	AUX
easat-3998	17	4	crucial	crucial	ADJ
easat-3998	17	5	for	for	SCONJ
easat-3998	17	6	consumers	consumer	NOUN
easat-3998	17	7	to	to	PART
easat-3998	17	8	rely	rely	VERB
easat-3998	17	9	on	on	ADP
easat-3998	17	10	renewable	renewable	ADJ
easat-3998	17	11	energy	energy	NOUN
easat-3998	17	12	sources	source	NOUN
easat-3998	17	13	.	.	PUNCT
easat-3998	18	1	climate	climate	NOUN
easat-3998	18	2	factors	factor	NOUN
easat-3998	18	3	,	,	PUNCT
easat-3998	18	4	including	include	VERB
easat-3998	18	5	air	air	NOUN
easat-3998	18	6	temperature	temperature	NOUN
easat-3998	18	7	,	,	PUNCT
easat-3998	18	8	relative	relative	ADJ
easat-3998	18	9	humidity	humidity	NOUN
easat-3998	18	10	,	,	PUNCT
easat-3998	18	11	wind	wind	NOUN
easat-3998	18	12	speed	speed	NOUN
easat-3998	18	13	,	,	PUNCT
easat-3998	18	14	and	and	CCONJ
easat-3998	18	15	amount	amount	NOUN
easat-3998	18	16	of	of	ADP
easat-3998	18	17	sunshine	sunshine	NOUN
easat-3998	18	18	,	,	PUNCT
easat-3998	18	19	influence	influence	NOUN
easat-3998	18	20	photovoltaic	photovoltaic	NOUN
easat-3998	18	21	module	module	NOUN
easat-3998	18	22	manufacture	manufacture	NOUN
easat-3998	18	23	.	.	PUNCT
easat-3998	19	1	artificial	artificial	ADJ
easat-3998	19	2	intelligence	intelligence	NOUN
easat-3998	19	3	is	be	AUX
easat-3998	19	4	needed	need	VERB
easat-3998	19	5	to	to	PART
easat-3998	19	6	predict	predict	VERB
easat-3998	19	7	peak	peak	NOUN
easat-3998	19	8	power	power	NOUN
easat-3998	19	9	outputs	output	NOUN
easat-3998	19	10	and	and	CCONJ
easat-3998	19	11	improve	improve	VERB
easat-3998	19	12	the	the	DET
easat-3998	19	13	power	power	NOUN
easat-3998	19	14	harvesting	harvesting	NOUN
easat-3998	19	15	capability	capability	NOUN
easat-3998	19	16	of	of	ADP
easat-3998	19	17	pv	pv	NOUN
easat-3998	19	18	modules	module	NOUN
easat-3998	19	19	.	.	PUNCT
easat-3998	20	1	researchers	researcher	NOUN
easat-3998	20	2	recommend	recommend	VERB
easat-3998	20	3	using	use	VERB
easat-3998	20	4	optimum	optimum	ADJ
easat-3998	20	5	power	power	NOUN
easat-3998	20	6	factor	factor	NOUN
easat-3998	20	7	monitoring	monitoring	NOUN
easat-3998	20	8	(	(	PUNCT
easat-3998	20	9	mppt	mppt	PROPN
easat-3998	20	10	)	)	PUNCT
easat-3998	20	11	technology	technology	NOUN
easat-3998	20	12	and	and	CCONJ
easat-3998	20	13	other	other	ADJ
easat-3998	20	14	experimental	experimental	ADJ
easat-3998	20	15	methods	method	NOUN
easat-3998	20	16	to	to	PART
easat-3998	20	17	achieve	achieve	VERB
easat-3998	20	18	optimal	optimal	ADJ
easat-3998	20	19	performance	performance	NOUN
easat-3998	20	20	.	.	PUNCT
easat-3998	21	1	nevertheless	nevertheless	ADV
easat-3998	21	2	,	,	PUNCT
easat-3998	21	3	these	these	DET
easat-3998	21	4	approaches	approach	NOUN
easat-3998	21	5	need	need	VERB
easat-3998	21	6	a	a	DET
easat-3998	21	7	great	great	ADJ
easat-3998	21	8	deal	deal	NOUN
easat-3998	21	9	of	of	ADP
easat-3998	21	10	information	information	NOUN
easat-3998	21	11	on	on	ADP
easat-3998	21	12	the	the	DET
easat-3998	21	13	module	module	NOUN
easat-3998	21	14	's	's	PART
easat-3998	21	15	characteristics	characteristic	NOUN
easat-3998	21	16	and	and	CCONJ
easat-3998	21	17	needs	need	NOUN
easat-3998	21	18	,	,	PUNCT
easat-3998	21	19	which	which	PRON
easat-3998	21	20	is	be	AUX
easat-3998	21	21	n't	not	PART
easat-3998	21	22	always	always	ADV
easat-3998	21	23	accessible	accessible	ADJ
easat-3998	21	24	or	or	CCONJ
easat-3998	21	25	easy	easy	ADJ
easat-3998	21	26	to	to	PART
easat-3998	21	27	communicate	communicate	VERB
easat-3998	21	28	.	.	PUNCT
easat-3998	22	1	techniques	technique	NOUN
easat-3998	22	2	like	like	ADP
easat-3998	22	3	maximum	maximum	ADJ
easat-3998	22	4	power	power	NOUN
easat-3998	22	5	factor	factor	NOUN
easat-3998	22	6	tracking	tracking	NOUN
easat-3998	22	7	(	(	PUNCT
easat-3998	22	8	mppt	mppt	PROPN
easat-3998	22	9	)	)	PUNCT
easat-3998	22	10	are	be	AUX
easat-3998	22	11	used	use	VERB
easat-3998	22	12	to	to	PART
easat-3998	22	13	improve	improve	VERB
easat-3998	22	14	energy	energy	NOUN
easat-3998	22	15	collecting	collect	VERB
easat-3998	22	16	efficiency	efficiency	NOUN
easat-3998	22	17	,	,	PUNCT
easat-3998	22	18	but	but	CCONJ
easat-3998	22	19	these	these	DET
easat-3998	22	20	methods	method	NOUN
easat-3998	22	21	have	have	VERB
easat-3998	22	22	a	a	DET
easat-3998	22	23	drawback	drawback	NOUN
easat-3998	22	24	of	of	ADP
easat-3998	22	25	relying	rely	VERB
easat-3998	22	26	on	on	ADP
easat-3998	22	27	incomplete	incomplete	ADJ
easat-3998	22	28	understanding	understanding	NOUN
easat-3998	22	29	of	of	ADP
easat-3998	22	30	the	the	DET
easat-3998	22	31	module	module	NOUN
easat-3998	22	32	's	's	PART
easat-3998	22	33	physical	physical	ADJ
easat-3998	22	34	characteristics	characteristic	NOUN
easat-3998	22	35	and	and	CCONJ
easat-3998	22	36	manufacturing	manufacturing	NOUN
easat-3998	22	37	needs	need	NOUN
easat-3998	22	38	,	,	PUNCT
easat-3998	22	39	which	which	PRON
easat-3998	22	40	are	be	AUX
easat-3998	22	41	often	often	ADV
easat-3998	22	42	unidentified.[1]-[6	unidentified.[1]-[6	ADV
easat-3998	22	43	]	]	X
easat-3998	22	44	an	an	DET
easat-3998	22	45	investigates	investigate	VERB
easat-3998	22	46	numerous	numerous	ADJ
easat-3998	22	47	approaches	approach	NOUN
easat-3998	22	48	for	for	ADP
easat-3998	22	49	calculating	calculate	VERB
easat-3998	22	50	the	the	DET
easat-3998	22	51	power	power	NOUN
easat-3998	22	52	of	of	ADP
easat-3998	22	53	pv	pv	PROPN
easat-3998	22	54	modules	module	NOUN
easat-3998	22	55	,	,	PUNCT
easat-3998	22	56	such	such	ADJ
easat-3998	22	57	as	as	ADP
easat-3998	22	58	different	different	ADJ
easat-3998	22	59	pv	pv	NOUN
easat-3998	22	60	power	power	NOUN
easat-3998	22	61	prediction	prediction	NOUN
easat-3998	22	62	methodologies	methodology	NOUN
easat-3998	22	63	and	and	CCONJ
easat-3998	22	64	their	their	PRON
easat-3998	22	65	accuracy	accuracy	NOUN
easat-3998	22	66	produced	produce	VERB
easat-3998	22	67	by	by	ADP
easat-3998	22	68	kaaya	kaaya	PROPN
easat-3998	22	69	et	et	PROPN
easat-3998	22	70	al.(2021	al.(2021	PROPN
easat-3998	22	71	)	)	PUNCT
easat-3998	23	1	[	[	X
easat-3998	23	2	7	7	NUM
easat-3998	23	3	]	]	PUNCT
easat-3998	23	4	.	.	PUNCT
easat-3998	24	1	r.	r.	PROPN
easat-3998	24	2	nageem	nageem	PROPN
easat-3998	24	3	(	(	PUNCT
easat-3998	24	4	2017	2017	NUM
easat-3998	24	5	)	)	PUNCT
easat-3998	24	6	challenged	challenge	VERB
easat-3998	24	7	the	the	DET
easat-3998	24	8	multiple	multiple	ADJ
easat-3998	24	9	input	input	NOUN
easat-3998	24	10	support	support	NOUN
easat-3998	24	11	regression	regression	NOUN
easat-3998	24	12	model	model	NOUN
easat-3998	24	13	,	,	PUNCT
easat-3998	24	14	which	which	PRON
easat-3998	24	15	was	be	AUX
easat-3998	24	16	previously	previously	ADV
easat-3998	24	17	proposed	propose	VERB
easat-3998	24	18	[	[	X
easat-3998	24	19	8	8	NUM
easat-3998	24	20	]	]	PUNCT
easat-3998	24	21	.	.	PUNCT
easat-3998	25	1	s.	s.	PROPN
easat-3998	25	2	a.	a.	PROPN
easat-3998	25	3	jumaat	jumaat	PROPN
easat-3998	25	4	(	(	PUNCT
easat-3998	25	5	2018	2018	NUM
easat-3998	25	6	)	)	PUNCT
easat-3998	25	7	created	create	VERB
easat-3998	25	8	an	an	DET
easat-3998	25	9	artificial	artificial	ADJ
easat-3998	25	10	neural	neural	ADJ
easat-3998	25	11	network	network	NOUN
easat-3998	25	12	(	(	PUNCT
easat-3998	25	13	ann	ann	PROPN
easat-3998	25	14	)	)	PUNCT
easat-3998	25	15	utilizing	utilize	VERB
easat-3998	25	16	malaysian	malaysian	ADJ
easat-3998	25	17	data	datum	NOUN
easat-3998	25	18	to	to	PART
easat-3998	25	19	generate	generate	VERB
easat-3998	25	20	predictions	prediction	NOUN
easat-3998	25	21	based	base	VERB
easat-3998	25	22	on	on	ADP
easat-3998	25	23	surrounding	surround	VERB
easat-3998	25	24	vectors	vector	NOUN
easat-3998	25	25	[	[	X
easat-3998	25	26	9	9	NUM
easat-3998	25	27	]	]	PUNCT
easat-3998	25	28	.	.	PUNCT
easat-3998	26	1	sabrian	sabrian	PROPN
easat-3998	26	2	,	,	PUNCT
easat-3998	26	3	h.	h.	PROPN
easat-3998	26	4	et	et	PROPN
easat-3998	26	5	al	al	PROPN
easat-3998	26	6	.	.	PROPN
easat-3998	27	1	(	(	PUNCT
easat-3998	27	2	2014	2014	NUM
easat-3998	27	3	)	)	PUNCT
easat-3998	27	4	presents	present	VERB
easat-3998	27	5	an	an	DET
easat-3998	27	6	ann	ann	PROPN
easat-3998	27	7	-	-	PUNCT
easat-3998	27	8	based	base	VERB
easat-3998	27	9	solar	solar	ADJ
easat-3998	27	10	power	power	NOUN
easat-3998	27	11	modeling	modeling	NOUN
easat-3998	27	12	approach	approach	NOUN
easat-3998	27	13	.	.	PUNCT
easat-3998	28	1	the	the	DET
easat-3998	28	2	power	power	NOUN
easat-3998	28	3	output	output	NOUN
easat-3998	28	4	of	of	ADP
easat-3998	28	5	solar	solar	ADJ
easat-3998	28	6	panels	panel	NOUN
easat-3998	28	7	was	be	AUX
easat-3998	28	8	represented	represent	VERB
easat-3998	28	9	by	by	ADP
easat-3998	28	10	two	two	NUM
easat-3998	28	11	neural	neural	ADJ
easat-3998	28	12	network	network	NOUN
easat-3998	28	13	architectures	architecture	NOUN
easat-3998	28	14	:	:	PUNCT
easat-3998	28	15	feedforward	feedforward	VERB
easat-3998	28	16	back	back	ADV
easat-3998	28	17	propagation	propagation	NOUN
easat-3998	28	18	and	and	CCONJ
easat-3998	28	19	general	general	ADJ
easat-3998	28	20	regression	regression	NOUN
easat-3998	28	21	neural	neural	ADJ
easat-3998	28	22	network	network	NOUN
easat-3998	28	23	.	.	PUNCT
easat-3998	29	1	https://orcid.org/0000-0002-5219-4113	https://orcid.org/0000-0002-5219-4113	PROPN
easat-3998	29	2	https://orcid.org/0000-0003-2249-4833	https://orcid.org/0000-0003-2249-4833	PROPN
easat-3998	29	3	9346	9346	NUM
easat-3998	29	4	edelweiss	edelweiss	PROPN
easat-3998	29	5	applied	apply	VERB
easat-3998	29	6	science	science	NOUN
easat-3998	29	7	and	and	CCONJ
easat-3998	29	8	technology	technology	NOUN
easat-3998	29	9	issn	issn	PROPN
easat-3998	29	10	:	:	PUNCT
easat-3998	29	11	2576	2576	NUM
easat-3998	29	12	-	-	SYM
easat-3998	29	13	8484	8484	NUM
easat-3998	29	14	vol	vol	NOUN
easat-3998	29	15	.	.	PROPN
easat-3998	29	16	8	8	NUM
easat-3998	29	17	,	,	PUNCT
easat-3998	29	18	no	no	INTJ
easat-3998	29	19	.	.	NOUN
easat-3998	29	20	6	6	NUM
easat-3998	29	21	:	:	SYM
easat-3998	29	22	9345	9345	NUM
easat-3998	29	23	-	-	SYM
easat-3998	29	24	9355	9355	NUM
easat-3998	29	25	,	,	PUNCT
easat-3998	29	26	2024	2024	NUM
easat-3998	29	27	doi	doi	NOUN
easat-3998	29	28	:	:	PUNCT
easat-3998	29	29	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	29	30	©	©	PROPN
easat-3998	29	31	2024	2024	NUM
easat-3998	29	32	by	by	ADP
easat-3998	29	33	the	the	DET
easat-3998	29	34	authors	author	NOUN
easat-3998	29	35	;	;	PUNCT
easat-3998	29	36	licensee	licensee	PROPN
easat-3998	29	37	learning	learn	VERB
easat-3998	29	38	gate	gate	PROPN
easat-3998	29	39	data	datum	NOUN
easat-3998	29	40	from	from	ADP
easat-3998	29	41	2006	2006	NUM
easat-3998	29	42	-	-	SYM
easat-3998	29	43	2010	2010	NUM
easat-3998	29	44	was	be	AUX
easat-3998	29	45	used	use	VERB
easat-3998	29	46	for	for	ADP
easat-3998	29	47	training	training	NOUN
easat-3998	29	48	and	and	CCONJ
easat-3998	29	49	testing	testing	NOUN
easat-3998	29	50	.	.	PUNCT
easat-3998	30	1	ffbp	ffbp	PROPN
easat-3998	30	2	showed	show	VERB
easat-3998	30	3	better	well	ADJ
easat-3998	30	4	performance	performance	NOUN
easat-3998	30	5	compared	compare	VERB
easat-3998	30	6	to	to	ADP
easat-3998	30	7	grnn	grnn	PROPN
easat-3998	30	8	[	[	X
easat-3998	30	9	10	10	NUM
easat-3998	30	10	]	]	PUNCT
easat-3998	30	11	.	.	PUNCT
easat-3998	31	1	zhang	zhang	PROPN
easat-3998	31	2	,	,	PUNCT
easat-3998	31	3	lu	lu	PROPN
easat-3998	31	4	,	,	PUNCT
easat-3998	31	5	y.	y.	PROPN
easat-3998	31	6	et	et	PROPN
easat-3998	31	7	al	al	PROPN
easat-3998	31	8	.	.	PROPN
easat-3998	31	9	(	(	PUNCT
easat-3998	31	10	2022	2022	NUM
easat-3998	31	11	)	)	PUNCT
easat-3998	31	12	present	present	VERB
easat-3998	31	13	the	the	DET
easat-3998	31	14	power	power	NOUN
easat-3998	31	15	-	-	PUNCT
easat-3998	31	16	law	law	NOUN
easat-3998	31	17	model	model	NOUN
easat-3998	31	18	(	(	PUNCT
easat-3998	31	19	plm	plm	PROPN
easat-3998	31	20	)	)	PUNCT
easat-3998	31	21	as	as	ADP
easat-3998	31	22	a	a	DET
easat-3998	31	23	new	new	ADJ
easat-3998	31	24	approach	approach	NOUN
easat-3998	31	25	to	to	PART
easat-3998	31	26	forecast	forecast	VERB
easat-3998	31	27	the	the	DET
easat-3998	31	28	current	current	ADJ
easat-3998	31	29	-	-	PUNCT
easat-3998	31	30	voltage	voltage	NOUN
easat-3998	31	31	properties	property	NOUN
easat-3998	31	32	and	and	CCONJ
easat-3998	31	33	output	output	NOUN
easat-3998	31	34	power	power	NOUN
easat-3998	31	35	of	of	ADP
easat-3998	31	36	photovoltaic	photovoltaic	NOUN
easat-3998	31	37	(	(	PUNCT
easat-3998	31	38	pv	pv	NOUN
easat-3998	31	39	)	)	PUNCT
easat-3998	31	40	modules	module	NOUN
easat-3998	31	41	under	under	ADP
easat-3998	31	42	different	different	ADJ
easat-3998	31	43	operating	operating	NOUN
easat-3998	31	44	situations	situation	NOUN
easat-3998	31	45	.	.	PUNCT
easat-3998	32	1	the	the	DET
easat-3998	32	2	technique	technique	NOUN
easat-3998	32	3	is	be	AUX
easat-3998	32	4	straightforward	straightforward	ADJ
easat-3998	32	5	and	and	CCONJ
easat-3998	32	6	unambiguous	unambiguous	ADJ
easat-3998	32	7	,	,	PUNCT
easat-3998	32	8	reducing	reduce	VERB
easat-3998	32	9	computational	computational	ADJ
easat-3998	32	10	complexity	complexity	NOUN
easat-3998	32	11	.	.	PUNCT
easat-3998	33	1	different	different	ADJ
easat-3998	33	2	pv	pv	NOUN
easat-3998	33	3	modules	module	NOUN
easat-3998	33	4	confirm	confirm	VERB
easat-3998	33	5	it	it	PRON
easat-3998	33	6	,	,	PUNCT
easat-3998	33	7	demonstrating	demonstrate	VERB
easat-3998	33	8	greater	great	ADJ
easat-3998	33	9	concordance	concordance	NOUN
easat-3998	33	10	with	with	ADP
easat-3998	33	11	experimental	experimental	ADJ
easat-3998	33	12	findings	finding	NOUN
easat-3998	33	13	under	under	ADP
easat-3998	33	14	varied	varied	ADJ
easat-3998	33	15	environmental	environmental	ADJ
easat-3998	33	16	conditions	condition	NOUN
easat-3998	33	17	.	.	PUNCT
easat-3998	34	1	under	under	ADP
easat-3998	34	2	different	different	ADJ
easat-3998	34	3	circumstances	circumstance	NOUN
easat-3998	34	4	,	,	PUNCT
easat-3998	34	5	the	the	DET
easat-3998	34	6	approach	approach	NOUN
easat-3998	34	7	can	can	AUX
easat-3998	34	8	accurately	accurately	ADV
easat-3998	34	9	forecast	forecast	VERB
easat-3998	34	10	the	the	DET
easat-3998	34	11	output	output	NOUN
easat-3998	34	12	qualities	quality	NOUN
easat-3998	34	13	of	of	ADP
easat-3998	34	14	pv	pv	NOUN
easat-3998	34	15	modules	module	NOUN
easat-3998	34	16	[	[	X
easat-3998	34	17	11	11	NUM
easat-3998	34	18	]	]	PUNCT
easat-3998	34	19	.	.	PUNCT
easat-3998	35	1	bimenyimana	bimenyimana	PROPN
easat-3998	35	2	,	,	PUNCT
easat-3998	35	3	s.	s.	PROPN
easat-3998	35	4	et	et	PROPN
easat-3998	35	5	al	al	PROPN
easat-3998	35	6	.	.	PROPN
easat-3998	35	7	(	(	PUNCT
easat-3998	35	8	2017	2017	NUM
easat-3998	35	9	)	)	PUNCT
easat-3998	35	10	employed	employ	VERB
easat-3998	35	11	a	a	DET
easat-3998	35	12	training	training	NOUN
easat-3998	35	13	,	,	PUNCT
easat-3998	35	14	recognition	recognition	NOUN
easat-3998	35	15	,	,	PUNCT
easat-3998	35	16	and	and	CCONJ
easat-3998	35	17	screening	screen	VERB
easat-3998	35	18	technique	technique	NOUN
easat-3998	35	19	to	to	PART
easat-3998	35	20	provide	provide	VERB
easat-3998	35	21	monthly	monthly	ADJ
easat-3998	35	22	and	and	CCONJ
easat-3998	35	23	yearly	yearly	ADJ
easat-3998	35	24	solar	solar	ADJ
easat-3998	35	25	module	module	NOUN
easat-3998	35	26	power	power	NOUN
easat-3998	35	27	projections	projection	NOUN
easat-3998	35	28	.	.	PUNCT
easat-3998	36	1	they	they	PRON
easat-3998	36	2	discovered	discover	VERB
easat-3998	36	3	that	that	SCONJ
easat-3998	36	4	a	a	DET
easat-3998	36	5	nonlinear	nonlinear	ADJ
easat-3998	36	6	autoregressive	autoregressive	ADJ
easat-3998	36	7	semantic	semantic	ADJ
easat-3998	36	8	network	network	NOUN
easat-3998	36	9	effectively	effectively	ADV
easat-3998	36	10	predicted	predict	VERB
easat-3998	36	11	solar	solar	ADJ
easat-3998	36	12	module	module	NOUN
easat-3998	36	13	output	output	NOUN
easat-3998	36	14	power	power	NOUN
easat-3998	36	15	,	,	PUNCT
easat-3998	36	16	with	with	ADP
easat-3998	36	17	the	the	DET
easat-3998	36	18	maximum	maximum	ADJ
easat-3998	36	19	efficiency	efficiency	NOUN
easat-3998	36	20	levels	level	NOUN
easat-3998	36	21	recorded	record	VERB
easat-3998	36	22	at	at	ADP
easat-3998	36	23	stages	stage	NOUN
easat-3998	36	24	3	3	NUM
easat-3998	36	25	and	and	CCONJ
easat-3998	36	26	6	6	NUM
easat-3998	36	27	,	,	PUNCT
easat-3998	36	28	demonstrating	demonstrate	VERB
easat-3998	36	29	its	its	PRON
easat-3998	36	30	potential	potential	NOUN
easat-3998	36	31	for	for	ADP
easat-3998	36	32	reliable	reliable	ADJ
easat-3998	36	33	prediction	prediction	NOUN
easat-3998	37	1	[	[	X
easat-3998	37	2	12	12	NUM
easat-3998	37	3	]	]	PUNCT
easat-3998	37	4	.	.	PUNCT
easat-3998	38	1	dandil	dandil	PROPN
easat-3998	38	2	,	,	PUNCT
easat-3998	38	3	e.	e.	PROPN
easat-3998	38	4	and	and	CCONJ
easat-3998	38	5	gurgen	gurgen	PROPN
easat-3998	38	6	,	,	PUNCT
easat-3998	38	7	e.	e.	PROPN
easat-3998	38	8	(	(	PUNCT
easat-3998	38	9	2017	2017	NUM
easat-3998	38	10	)	)	PUNCT
easat-3998	38	11	suggests	suggest	VERB
easat-3998	38	12	a	a	DET
easat-3998	38	13	model	model	NOUN
easat-3998	38	14	that	that	PRON
easat-3998	38	15	uses	use	VERB
easat-3998	38	16	heuristic	heuristic	ADJ
easat-3998	38	17	algorithms	algorithm	NOUN
easat-3998	38	18	and	and	CCONJ
easat-3998	38	19	artificial	artificial	ADJ
easat-3998	38	20	neural	neural	ADJ
easat-3998	38	21	networks	network	NOUN
easat-3998	38	22	(	(	PUNCT
easat-3998	38	23	anns	anns	PROPN
easat-3998	38	24	)	)	PUNCT
easat-3998	38	25	to	to	PART
easat-3998	38	26	forecast	forecast	VERB
easat-3998	38	27	monthly	monthly	ADJ
easat-3998	38	28	power	power	NOUN
easat-3998	38	29	outputs	output	NOUN
easat-3998	38	30	from	from	ADP
easat-3998	38	31	photovoltaic	photovoltaic	NOUN
easat-3998	38	32	(	(	PUNCT
easat-3998	38	33	pv	pv	NOUN
easat-3998	38	34	)	)	PUNCT
easat-3998	38	35	panels	panel	NOUN
easat-3998	38	36	.	.	PUNCT
easat-3998	39	1	when	when	SCONJ
easat-3998	39	2	it	it	PRON
easat-3998	39	3	comes	come	VERB
easat-3998	39	4	to	to	ADP
easat-3998	39	5	estimating	estimate	VERB
easat-3998	39	6	power	power	NOUN
easat-3998	39	7	outputs	output	NOUN
easat-3998	39	8	from	from	ADP
easat-3998	39	9	panels	panel	NOUN
easat-3998	39	10	installed	instal	VERB
easat-3998	39	11	at	at	ADP
easat-3998	39	12	six	six	NUM
easat-3998	39	13	different	different	ADJ
easat-3998	39	14	degrees	degree	NOUN
easat-3998	39	15	of	of	ADP
easat-3998	39	16	tilt	tilt	NOUN
easat-3998	39	17	,	,	PUNCT
easat-3998	39	18	ann	ann	PROPN
easat-3998	39	19	-	-	PUNCT
easat-3998	39	20	trained	train	VERB
easat-3998	39	21	with	with	ADP
easat-3998	39	22	pso	pso	NOUN
easat-3998	39	23	outperforms	outperform	VERB
easat-3998	39	24	the	the	DET
easat-3998	39	25	back	back	ADJ
easat-3998	39	26	-	-	PUNCT
easat-3998	39	27	propagation	propagation	NOUN
easat-3998	39	28	and	and	CCONJ
easat-3998	39	29	clonal	clonal	ADJ
easat-3998	39	30	selection	selection	NOUN
easat-3998	39	31	algorithm	algorithm	NOUN
easat-3998	39	32	[	[	X
easat-3998	39	33	13	13	NUM
easat-3998	39	34	]	]	PUNCT
easat-3998	39	35	.	.	PUNCT
easat-3998	40	1	solar	solar	ADJ
easat-3998	40	2	photovoltaic	photovoltaic	NOUN
easat-3998	40	3	power	power	NOUN
easat-3998	40	4	forecasting	forecasting	NOUN
easat-3998	40	5	techniques	technique	NOUN
easat-3998	40	6	,	,	PUNCT
easat-3998	40	7	such	such	ADJ
easat-3998	40	8	as	as	ADP
easat-3998	40	9	those	those	PRON
easat-3998	40	10	based	base	VERB
easat-3998	40	11	on	on	ADP
easat-3998	40	12	statistics	statistic	NOUN
easat-3998	40	13	and	and	CCONJ
easat-3998	40	14	artificial	artificial	ADJ
easat-3998	40	15	intelligence	intelligence	NOUN
easat-3998	40	16	,	,	PUNCT
easat-3998	40	17	were	be	AUX
easat-3998	40	18	investigated	investigate	VERB
easat-3998	40	19	by	by	ADP
easat-3998	40	20	khan	khan	PROPN
easat-3998	40	21	,	,	PUNCT
easat-3998	40	22	s.	s.	PROPN
easat-3998	40	23	et	et	PROPN
easat-3998	40	24	al	al	PROPN
easat-3998	40	25	.	.	PROPN
easat-3998	41	1	(	(	PUNCT
easat-3998	41	2	2022	2022	NUM
easat-3998	41	3	)	)	PUNCT
easat-3998	41	4	.	.	PUNCT
easat-3998	42	1	the	the	DET
easat-3998	42	2	efficacy	efficacy	NOUN
easat-3998	42	3	of	of	ADP
easat-3998	42	4	several	several	ADJ
easat-3998	42	5	models	model	NOUN
easat-3998	42	6	is	be	AUX
easat-3998	42	7	validated	validate	VERB
easat-3998	42	8	using	use	VERB
easat-3998	42	9	hourly	hourly	ADJ
easat-3998	42	10	data	datum	NOUN
easat-3998	42	11	from	from	ADP
easat-3998	42	12	quaid	quaid	PROPN
easat-3998	42	13	-	-	PUNCT
easat-3998	42	14	e	e	PROPN
easat-3998	42	15	-	-	PROPN
easat-3998	42	16	azam	azam	ADJ
easat-3998	42	17	solar	solar	ADJ
easat-3998	42	18	park	park	NOUN
easat-3998	42	19	,	,	PUNCT
easat-3998	42	20	a	a	DET
easat-3998	42	21	100	100	NUM
easat-3998	42	22	mw	mw	ADJ
easat-3998	42	23	solar	solar	ADJ
easat-3998	42	24	power	power	NOUN
easat-3998	42	25	facility	facility	NOUN
easat-3998	42	26	in	in	ADP
easat-3998	42	27	pakistan	pakistan	PROPN
easat-3998	42	28	.	.	PUNCT
easat-3998	43	1	we	we	PRON
easat-3998	43	2	recommend	recommend	VERB
easat-3998	43	3	recurrent	recurrent	ADJ
easat-3998	43	4	neural	neural	ADJ
easat-3998	43	5	networks	network	NOUN
easat-3998	43	6	as	as	ADP
easat-3998	43	7	the	the	DET
easat-3998	43	8	top	top	ADJ
easat-3998	43	9	model	model	NOUN
easat-3998	43	10	because	because	SCONJ
easat-3998	43	11	of	of	ADP
easat-3998	43	12	their	their	PRON
easat-3998	43	13	excellent	excellent	ADJ
easat-3998	43	14	accuracy	accuracy	NOUN
easat-3998	43	15	in	in	ADP
easat-3998	43	16	all	all	DET
easat-3998	43	17	kinds	kind	NOUN
easat-3998	43	18	of	of	ADP
easat-3998	43	19	weather	weather	NOUN
easat-3998	43	20	,	,	PUNCT
easat-3998	43	21	but	but	CCONJ
easat-3998	43	22	particularly	particularly	ADV
easat-3998	43	23	when	when	SCONJ
easat-3998	43	24	the	the	DET
easat-3998	43	25	sky	sky	NOUN
easat-3998	43	26	is	be	AUX
easat-3998	43	27	overcast	overcast	ADJ
easat-3998	43	28	[	[	X
easat-3998	43	29	14	14	NUM
easat-3998	43	30	]	]	SYM
easat-3998	43	31	.	.	PUNCT
easat-3998	44	1	baaran	baaran	NOUN
easat-3998	44	2	,	,	PUNCT
easat-3998	44	3	k.	k.	PROPN
easat-3998	44	4	et	et	PROPN
easat-3998	44	5	al	al	PROPN
easat-3998	44	6	.	.	PROPN
easat-3998	45	1	(	(	PUNCT
easat-3998	45	2	2020	2020	NUM
easat-3998	45	3	)	)	PUNCT
easat-3998	45	4	assessed	assess	VERB
easat-3998	45	5	machine	machine	NOUN
easat-3998	45	6	learning	learning	NOUN
easat-3998	45	7	and	and	CCONJ
easat-3998	45	8	deep	deep	ADJ
easat-3998	45	9	learning	learning	NOUN
easat-3998	45	10	approaches	approach	NOUN
easat-3998	45	11	used	use	VERB
easat-3998	45	12	to	to	PART
easat-3998	45	13	estimate	estimate	VERB
easat-3998	45	14	pv	pv	NOUN
easat-3998	45	15	power	power	NOUN
easat-3998	45	16	generation	generation	NOUN
easat-3998	45	17	from	from	ADP
easat-3998	45	18	2010	2010	NUM
easat-3998	45	19	to	to	ADP
easat-3998	45	20	2020	2020	NUM
easat-3998	45	21	,	,	PUNCT
easat-3998	45	22	identifying	identify	VERB
easat-3998	45	23	flaws	flaw	NOUN
easat-3998	45	24	and	and	CCONJ
easat-3998	45	25	making	make	VERB
easat-3998	45	26	suggestions	suggestion	NOUN
easat-3998	45	27	for	for	ADP
easat-3998	45	28	further	further	ADJ
easat-3998	45	29	study	study	NOUN
easat-3998	45	30	[	[	X
easat-3998	45	31	15	15	NUM
easat-3998	45	32	]	]	PUNCT
easat-3998	45	33	.	.	PUNCT
easat-3998	46	1	elamim	elamim	PROPN
easat-3998	46	2	,	,	PUNCT
easat-3998	46	3	b.	b.	PROPN
easat-3998	46	4	et	et	PROPN
easat-3998	46	5	al	al	PROPN
easat-3998	46	6	.	.	PROPN
easat-3998	46	7	(	(	PUNCT
easat-3998	46	8	2020	2020	NUM
easat-3998	46	9	)	)	PUNCT
easat-3998	46	10	conducted	conduct	VERB
easat-3998	46	11	research	research	NOUN
easat-3998	46	12	in	in	ADP
easat-3998	46	13	mohammedia	mohammedia	PROPN
easat-3998	46	14	,	,	PUNCT
easat-3998	46	15	morocco	morocco	PROPN
easat-3998	46	16	,	,	PUNCT
easat-3998	46	17	using	use	VERB
easat-3998	46	18	an	an	DET
easat-3998	46	19	artificial	artificial	ADJ
easat-3998	46	20	semantic	semantic	ADJ
easat-3998	46	21	network	network	NOUN
easat-3998	46	22	to	to	PART
easat-3998	46	23	estimate	estimate	VERB
easat-3998	46	24	energy	energy	NOUN
easat-3998	46	25	output	output	NOUN
easat-3998	46	26	from	from	ADP
easat-3998	46	27	solar	solar	ADJ
easat-3998	46	28	panels	panel	NOUN
easat-3998	46	29	.	.	PUNCT
easat-3998	47	1	the	the	DET
easat-3998	47	2	system	system	NOUN
easat-3998	47	3	employed	employ	VERB
easat-3998	47	4	a	a	DET
easat-3998	47	5	feedforward	feedforward	ADJ
easat-3998	47	6	neural	neural	ADJ
easat-3998	47	7	network	network	NOUN
easat-3998	47	8	to	to	PART
easat-3998	47	9	assess	assess	VERB
easat-3998	47	10	hourly	hourly	ADJ
easat-3998	47	11	data	datum	NOUN
easat-3998	47	12	on	on	ADP
easat-3998	47	13	sunlight	sunlight	NOUN
easat-3998	47	14	intensity	intensity	NOUN
easat-3998	47	15	,	,	PUNCT
easat-3998	47	16	air	air	NOUN
easat-3998	47	17	temperature	temperature	NOUN
easat-3998	47	18	,	,	PUNCT
easat-3998	47	19	and	and	CCONJ
easat-3998	47	20	solar	solar	ADJ
easat-3998	47	21	panel	panel	NOUN
easat-3998	47	22	efficiency	efficiency	NOUN
easat-3998	47	23	.	.	PUNCT
easat-3998	48	1	the	the	DET
easat-3998	48	2	research	research	NOUN
easat-3998	48	3	discovered	discover	VERB
easat-3998	48	4	a	a	DET
easat-3998	48	5	substantial	substantial	ADJ
easat-3998	48	6	link	link	NOUN
easat-3998	48	7	between	between	ADP
easat-3998	48	8	power	power	NOUN
easat-3998	48	9	degrees	degree	NOUN
easat-3998	48	10	on	on	ADP
easat-3998	48	11	sunny	sunny	ADJ
easat-3998	48	12	and	and	CCONJ
easat-3998	48	13	gloomy	gloomy	ADJ
easat-3998	48	14	days	day	NOUN
easat-3998	48	15	,	,	PUNCT
easat-3998	48	16	demonstrating	demonstrate	VERB
easat-3998	48	17	the	the	DET
easat-3998	48	18	system	system	NOUN
easat-3998	48	19	's	's	PART
easat-3998	48	20	performance	performance	NOUN
easat-3998	48	21	[	[	X
easat-3998	48	22	16	16	NUM
easat-3998	48	23	]	]	PUNCT
easat-3998	48	24	.	.	PUNCT
easat-3998	49	1	khan	khan	PROPN
easat-3998	49	2	,	,	PUNCT
easat-3998	49	3	m.	m.	NOUN
easat-3998	49	4	a.	a.	PROPN
easat-3998	49	5	et	et	PROPN
easat-3998	49	6	al	al	PROPN
easat-3998	49	7	.	.	PROPN
easat-3998	49	8	(	(	PUNCT
easat-3998	49	9	2022	2022	NUM
easat-3998	49	10	)	)	PUNCT
easat-3998	49	11	employed	employ	VERB
easat-3998	49	12	an	an	DET
easat-3998	49	13	artificial	artificial	ADJ
easat-3998	49	14	neural	neural	ADJ
easat-3998	49	15	network	network	NOUN
easat-3998	49	16	(	(	PUNCT
easat-3998	49	17	ann	ann	PROPN
easat-3998	49	18	)	)	PUNCT
easat-3998	49	19	trained	train	VERB
easat-3998	49	20	on	on	ADP
easat-3998	49	21	the	the	DET
easat-3998	49	22	levenberg	levenberg	PROPN
easat-3998	49	23	marquard	marquard	PROPN
easat-3998	49	24	technique	technique	NOUN
easat-3998	49	25	to	to	PART
easat-3998	49	26	properly	properly	ADV
easat-3998	49	27	anticipate	anticipate	VERB
easat-3998	49	28	the	the	DET
easat-3998	49	29	energy	energy	NOUN
easat-3998	49	30	output	output	NOUN
easat-3998	49	31	of	of	ADP
easat-3998	49	32	a	a	DET
easat-3998	49	33	solar	solar	ADJ
easat-3998	49	34	power	power	NOUN
easat-3998	49	35	system	system	NOUN
easat-3998	49	36	.	.	PUNCT
easat-3998	50	1	they	they	PRON
easat-3998	50	2	employed	employ	VERB
easat-3998	50	3	a	a	DET
easat-3998	50	4	dataset	dataset	NOUN
easat-3998	50	5	of	of	ADP
easat-3998	50	6	28,296	28,296	NUM
easat-3998	50	7	data	datum	NOUN
easat-3998	50	8	points	point	NOUN
easat-3998	50	9	and	and	CCONJ
easat-3998	50	10	attained	attain	VERB
easat-3998	50	11	a	a	DET
easat-3998	50	12	98	98	NUM
easat-3998	50	13	%	%	NOUN
easat-3998	50	14	accuracy	accuracy	NOUN
easat-3998	50	15	rate	rate	NOUN
easat-3998	50	16	and	and	CCONJ
easat-3998	50	17	a	a	DET
easat-3998	50	18	mean	mean	ADJ
easat-3998	50	19	square	square	ADJ
easat-3998	50	20	error	error	NOUN
easat-3998	50	21	of	of	ADP
easat-3998	50	22	0.0604	0.0604	NUM
easat-3998	50	23	using	use	VERB
easat-3998	50	24	regression	regression	NOUN
easat-3998	50	25	analysis	analysis	NOUN
easat-3998	50	26	[	[	X
easat-3998	50	27	17	17	NUM
easat-3998	50	28	]	]	PUNCT
easat-3998	50	29	.	.	PUNCT
easat-3998	51	1	to	to	PART
easat-3998	51	2	diagnose	diagnose	VERB
easat-3998	51	3	route	route	NOUN
easat-3998	51	4	loss	loss	NOUN
easat-3998	51	5	in	in	ADP
easat-3998	51	6	wsns	wsns	PROPN
easat-3998	51	7	,	,	PUNCT
easat-3998	51	8	salim	salim	PROPN
easat-3998	51	9	,	,	PUNCT
easat-3998	51	10	m.s	m.s	PROPN
easat-3998	51	11	.	.	PROPN
easat-3998	51	12	et	et	PROPN
easat-3998	51	13	al	al	PROPN
easat-3998	51	14	.	.	PROPN
easat-3998	52	1	(	(	PUNCT
easat-3998	52	2	2024	2024	NUM
easat-3998	52	3	)	)	PUNCT
easat-3998	52	4	used	use	VERB
easat-3998	52	5	a	a	DET
easat-3998	52	6	neural	neural	ADJ
easat-3998	52	7	network	network	NOUN
easat-3998	52	8	-	-	PUNCT
easat-3998	52	9	based	base	VERB
easat-3998	52	10	approach	approach	NOUN
easat-3998	52	11	.	.	PUNCT
easat-3998	53	1	taking	take	VERB
easat-3998	53	2	into	into	ADP
easat-3998	53	3	account	account	NOUN
easat-3998	53	4	route	route	NOUN
easat-3998	53	5	losses	loss	NOUN
easat-3998	53	6	,	,	PUNCT
easat-3998	53	7	distance	distance	NOUN
easat-3998	53	8	,	,	PUNCT
easat-3998	53	9	and	and	CCONJ
easat-3998	53	10	antenna	antenna	NOUN
easat-3998	53	11	height	height	NOUN
easat-3998	53	12	,	,	PUNCT
easat-3998	53	13	the	the	DET
easat-3998	53	14	model	model	NOUN
easat-3998	53	15	achieves	achieve	VERB
easat-3998	53	16	a	a	DET
easat-3998	53	17	very	very	ADV
easat-3998	53	18	accurate	accurate	ADJ
easat-3998	53	19	result	result	NOUN
easat-3998	53	20	with	with	ADP
easat-3998	53	21	an	an	DET
easat-3998	53	22	average	average	ADJ
easat-3998	53	23	absolute	absolute	ADJ
easat-3998	53	24	deviation	deviation	NOUN
easat-3998	53	25	(	(	PUNCT
easat-3998	53	26	aad	aad	INTJ
easat-3998	53	27	)	)	PUNCT
easat-3998	53	28	of	of	ADP
easat-3998	53	29	0.36	0.36	NUM
easat-3998	53	30	%	%	NOUN
easat-3998	53	31	[	[	X
easat-3998	53	32	18	18	NUM
easat-3998	53	33	]	]	PUNCT
easat-3998	53	34	.	.	PUNCT
easat-3998	54	1	two	two	NUM
easat-3998	54	2	new	new	ADJ
easat-3998	54	3	approaches	approach	NOUN
easat-3998	54	4	,	,	PUNCT
easat-3998	54	5	combining	combine	VERB
easat-3998	54	6	a	a	DET
easat-3998	54	7	parametric	parametric	ADJ
easat-3998	54	8	technique	technique	NOUN
easat-3998	54	9	with	with	ADP
easat-3998	54	10	deep	deep	ADJ
easat-3998	54	11	learning	learning	NOUN
easat-3998	54	12	,	,	PUNCT
easat-3998	54	13	were	be	AUX
easat-3998	54	14	introduced	introduce	VERB
easat-3998	54	15	by	by	ADP
easat-3998	54	16	naoumi	naoumi	PROPN
easat-3998	54	17	s.	s.	PROPN
easat-3998	54	18	et	et	PROPN
easat-3998	54	19	al	al	PROPN
easat-3998	54	20	.	.	PROPN
easat-3998	55	1	(	(	PUNCT
easat-3998	55	2	2024	2024	NUM
easat-3998	55	3	)	)	PUNCT
easat-3998	56	1	to	to	PART
easat-3998	56	2	find	find	VERB
easat-3998	56	3	the	the	DET
easat-3998	56	4	entry	entry	NOUN
easat-3998	56	5	and	and	CCONJ
easat-3998	56	6	exit	exit	NOUN
easat-3998	56	7	angles	angle	NOUN
easat-3998	56	8	in	in	ADP
easat-3998	56	9	bistatic	bistatic	ADJ
easat-3998	56	10	isac	isac	NOUN
easat-3998	56	11	systems	system	NOUN
easat-3998	56	12	.	.	PUNCT
easat-3998	57	1	the	the	DET
easat-3998	57	2	dl	dl	PROPN
easat-3998	57	3	-	-	PUNCT
easat-3998	57	4	based	base	VERB
easat-3998	57	5	technique	technique	NOUN
easat-3998	57	6	beats	beat	VERB
easat-3998	57	7	the	the	DET
easat-3998	57	8	parameterized	parameterized	ADJ
easat-3998	57	9	method	method	NOUN
easat-3998	57	10	,	,	PUNCT
easat-3998	57	11	with	with	ADP
easat-3998	57	12	comparable	comparable	ADJ
easat-3998	57	13	performance	performance	NOUN
easat-3998	57	14	and	and	CCONJ
easat-3998	57	15	lower	low	ADJ
easat-3998	57	16	complexity	complexity	NOUN
easat-3998	57	17	[	[	X
easat-3998	57	18	19	19	NUM
easat-3998	57	19	]	]	PUNCT
easat-3998	57	20	.	.	PUNCT
easat-3998	58	1	lin	lin	PROPN
easat-3998	58	2	,	,	PUNCT
easat-3998	58	3	gq	gq	PROPN
easat-3998	58	4	.	.	PROPN
easat-3998	58	5	et	et	PROPN
easat-3998	58	6	al	al	PROPN
easat-3998	58	7	.	.	PROPN
easat-3998	58	8	(	(	PUNCT
easat-3998	58	9	2020	2020	NUM
easat-3998	58	10	)	)	PUNCT
easat-3998	58	11	offer	offer	VERB
easat-3998	58	12	an	an	DET
easat-3998	58	13	improvement	improvement	NOUN
easat-3998	58	14	to	to	ADP
easat-3998	58	15	the	the	DET
easat-3998	58	16	moth	moth	NOUN
easat-3998	58	17	-	-	PUNCT
easat-3998	58	18	flame	flame	NOUN
easat-3998	58	19	optimization	optimization	NOUN
easat-3998	58	20	approach	approach	NOUN
easat-3998	58	21	for	for	ADP
easat-3998	58	22	estimating	estimate	VERB
easat-3998	58	23	solar	solar	ADJ
easat-3998	58	24	power	power	NOUN
easat-3998	58	25	production	production	NOUN
easat-3998	58	26	.	.	PUNCT
easat-3998	59	1	they	they	PRON
easat-3998	59	2	use	use	VERB
easat-3998	59	3	an	an	DET
easat-3998	59	4	assist	assist	ADJ
easat-3998	59	5	vector	vector	NOUN
easat-3998	59	6	device	device	NOUN
easat-3998	59	7	to	to	PART
easat-3998	59	8	improve	improve	VERB
easat-3998	59	9	data	data	NOUN
easat-3998	59	10	variety	variety	NOUN
easat-3998	59	11	,	,	PUNCT
easat-3998	59	12	reduce	reduce	VERB
easat-3998	59	13	the	the	DET
easat-3998	59	14	likelihood	likelihood	NOUN
easat-3998	59	15	of	of	ADP
easat-3998	59	16	embedding	embed	VERB
easat-3998	59	17	bad	bad	ADJ
easat-3998	59	18	solutions	solution	NOUN
easat-3998	59	19	,	,	PUNCT
easat-3998	59	20	strike	strike	VERB
easat-3998	59	21	a	a	DET
easat-3998	59	22	balance	balance	NOUN
easat-3998	59	23	between	between	ADP
easat-3998	59	24	discovering	discover	VERB
easat-3998	59	25	and	and	CCONJ
easat-3998	59	26	processing	processing	NOUN
easat-3998	59	27	features	feature	NOUN
easat-3998	59	28	,	,	PUNCT
easat-3998	59	29	and	and	CCONJ
easat-3998	59	30	apply	apply	VERB
easat-3998	59	31	an	an	DET
easat-3998	59	32	alteration	alteration	NOUN
easat-3998	59	33	controller	controller	NOUN
easat-3998	59	34	based	base	VERB
easat-3998	59	35	on	on	ADP
easat-3998	59	36	the	the	DET
easat-3998	59	37	cauchy	cauchy	ADJ
easat-3998	59	38	distribution	distribution	NOUN
easat-3998	59	39	.	.	PUNCT
easat-3998	60	1	their	their	PRON
easat-3998	60	2	technique	technique	NOUN
easat-3998	60	3	increases	increase	VERB
easat-3998	60	4	optimization	optimization	NOUN
easat-3998	60	5	effectiveness	effectiveness	NOUN
easat-3998	60	6	,	,	PUNCT
easat-3998	60	7	decreases	decrease	VERB
easat-3998	60	8	grid	grid	NOUN
easat-3998	60	9	influence	influence	NOUN
easat-3998	60	10	,	,	PUNCT
easat-3998	60	11	and	and	CCONJ
easat-3998	60	12	improves	improve	VERB
easat-3998	60	13	system	system	NOUN
easat-3998	60	14	integrity	integrity	NOUN
easat-3998	60	15	in	in	ADP
easat-3998	60	16	australian	australian	ADJ
easat-3998	60	17	solar	solar	ADJ
easat-3998	60	18	power	power	NOUN
easat-3998	60	19	systems	system	NOUN
easat-3998	60	20	[	[	X
easat-3998	60	21	20	20	NUM
easat-3998	60	22	]	]	PUNCT
easat-3998	60	23	.	.	PUNCT
easat-3998	61	1	neural	neural	ADJ
easat-3998	61	2	networks	network	NOUN
easat-3998	61	3	are	be	AUX
easat-3998	61	4	excellent	excellent	ADJ
easat-3998	61	5	tools	tool	NOUN
easat-3998	61	6	for	for	ADP
easat-3998	61	7	approximating	approximate	VERB
easat-3998	61	8	nonlinear	nonlinear	ADJ
easat-3998	61	9	functions	function	NOUN
easat-3998	61	10	and	and	CCONJ
easat-3998	61	11	are	be	AUX
easat-3998	61	12	employed	employ	VERB
easat-3998	61	13	in	in	ADP
easat-3998	61	14	a	a	DET
easat-3998	61	15	variety	variety	NOUN
easat-3998	61	16	of	of	ADP
easat-3998	61	17	applications	application	NOUN
easat-3998	61	18	.	.	PUNCT
easat-3998	62	1	artificial	artificial	ADJ
easat-3998	62	2	neural	neural	ADJ
easat-3998	62	3	networks	network	NOUN
easat-3998	62	4	use	use	VERB
easat-3998	62	5	small	small	ADJ
easat-3998	62	6	,	,	PUNCT
easat-3998	62	7	linked	link	VERB
easat-3998	62	8	processing	processing	NOUN
easat-3998	62	9	units	unit	NOUN
easat-3998	62	10	to	to	PART
easat-3998	62	11	transport	transport	VERB
easat-3998	62	12	data	datum	NOUN
easat-3998	62	13	and	and	CCONJ
easat-3998	62	14	determine	determine	VERB
easat-3998	62	15	the	the	DET
easat-3998	62	16	relationship	relationship	NOUN
easat-3998	62	17	between	between	ADP
easat-3998	62	18	inputs	input	NOUN
easat-3998	62	19	and	and	CCONJ
easat-3998	62	20	outcomes	outcome	NOUN
easat-3998	62	21	.	.	PUNCT
easat-3998	63	1	the	the	DET
easat-3998	63	2	connection	connection	NOUN
easat-3998	63	3	weights	weight	VERB
easat-3998	63	4	increase	increase	VERB
easat-3998	63	5	with	with	ADP
easat-3998	63	6	each	each	DET
easat-3998	63	7	item	item	NOUN
easat-3998	63	8	in	in	ADP
easat-3998	63	9	the	the	DET
easat-3998	63	10	three	three	NUM
easat-3998	63	11	levels	level	NOUN
easat-3998	63	12	(	(	PUNCT
easat-3998	63	13	input	input	NOUN
easat-3998	63	14	,	,	PUNCT
easat-3998	63	15	hidden	hide	VERB
easat-3998	63	16	,	,	PUNCT
easat-3998	63	17	and	and	CCONJ
easat-3998	63	18	output	output	NOUN
easat-3998	63	19	)	)	PUNCT
easat-3998	63	20	.	.	PUNCT
easat-3998	64	1	the	the	DET
easat-3998	64	2	training	training	NOUN
easat-3998	64	3	phase	phase	NOUN
easat-3998	64	4	of	of	ADP
easat-3998	64	5	a	a	DET
easat-3998	64	6	neural	neural	ADJ
easat-3998	64	7	network	network	NOUN
easat-3998	64	8	is	be	AUX
easat-3998	64	9	critical	critical	ADJ
easat-3998	64	10	,	,	PUNCT
easat-3998	64	11	and	and	CCONJ
easat-3998	64	12	backpropagation	backpropagation	NOUN
easat-3998	64	13	is	be	AUX
easat-3998	64	14	the	the	DET
easat-3998	64	15	most	most	ADV
easat-3998	64	16	used	use	VERB
easat-3998	64	17	approach	approach	NOUN
easat-3998	64	18	.	.	PUNCT
easat-3998	65	1	however	however	ADV
easat-3998	65	2	,	,	PUNCT
easat-3998	65	3	backpropagation	backpropagation	NOUN
easat-3998	65	4	of	of	ADP
easat-3998	65	5	gradient	gradient	ADJ
easat-3998	65	6	descent	descent	NOUN
easat-3998	65	7	training	training	NOUN
easat-3998	65	8	techniques	technique	NOUN
easat-3998	65	9	is	be	AUX
easat-3998	65	10	often	often	ADV
easat-3998	65	11	inefficient	inefficient	ADJ
easat-3998	65	12	for	for	ADP
easat-3998	65	13	real	real	ADJ
easat-3998	65	14	-	-	PUNCT
easat-3998	65	15	world	world	NOUN
easat-3998	65	16	problems	problem	NOUN
easat-3998	65	17	.	.	PUNCT
easat-3998	66	1	faster	fast	ADJ
easat-3998	66	2	algorithms	algorithm	NOUN
easat-3998	66	3	,	,	PUNCT
easat-3998	66	4	such	such	ADJ
easat-3998	66	5	as	as	ADP
easat-3998	66	6	conjugate	conjugate	ADJ
easat-3998	66	7	gradient	gradient	NOUN
easat-3998	66	8	(	(	PUNCT
easat-3998	66	9	cg	cg	NOUN
easat-3998	66	10	)	)	PUNCT
easat-3998	66	11	,	,	PUNCT
easat-3998	66	12	levenberg	levenberg	PROPN
easat-3998	66	13	marquardt	marquardt	PROPN
easat-3998	66	14	(	(	PUNCT
easat-3998	66	15	lm	lm	PROPN
easat-3998	66	16	)	)	PUNCT
easat-3998	66	17	,	,	PUNCT
easat-3998	66	18	and	and	CCONJ
easat-3998	66	19	gauss	gauss	ADJ
easat-3998	66	20	newtonian	newtonian	PROPN
easat-3998	66	21	(	(	PUNCT
easat-3998	66	22	gn	gn	PROPN
easat-3998	66	23	)	)	PUNCT
easat-3998	66	24	,	,	PUNCT
easat-3998	66	25	use	use	VERB
easat-3998	66	26	typical	typical	ADJ
easat-3998	66	27	numerical	numerical	ADJ
easat-3998	66	28	optimization	optimization	NOUN
easat-3998	66	29	methods	method	NOUN
easat-3998	66	30	.	.	PUNCT
easat-3998	67	1	these	these	DET
easat-3998	67	2	algorithms	algorithm	NOUN
easat-3998	67	3	are	be	AUX
easat-3998	67	4	often	often	ADV
easat-3998	67	5	quicker	quick	ADJ
easat-3998	67	6	than	than	ADP
easat-3998	67	7	conventional	conventional	ADJ
easat-3998	67	8	approaches	approach	NOUN
easat-3998	67	9	,	,	PUNCT
easat-3998	67	10	making	make	VERB
easat-3998	67	11	them	they	PRON
easat-3998	67	12	appropriate	appropriate	ADJ
easat-3998	67	13	for	for	ADP
easat-3998	67	14	real	real	ADJ
easat-3998	67	15	-	-	PUNCT
easat-3998	67	16	world	world	NOUN
easat-3998	67	17	applications	application	NOUN
easat-3998	67	18	[	[	X
easat-3998	67	19	21]-[22	21]-[22	PROPN
easat-3998	67	20	]	]	PUNCT
easat-3998	67	21	.	.	PUNCT
easat-3998	68	1	olden	olden	ADJ
easat-3998	68	2	,	,	PUNCT
easat-3998	68	3	j.d	j.d	PROPN
easat-3998	68	4	.	.	PROPN
easat-3998	68	5	et	et	PROPN
easat-3998	68	6	al	al	PROPN
easat-3998	68	7	.	.	PROPN
easat-3998	69	1	(	(	PUNCT
easat-3998	69	2	2004	2004	NUM
easat-3998	69	3	)	)	PUNCT
easat-3998	69	4	utilized	utilize	VERB
easat-3998	69	5	simulation	simulation	NOUN
easat-3998	69	6	to	to	PART
easat-3998	69	7	investigate	investigate	VERB
easat-3998	69	8	several	several	ADJ
easat-3998	69	9	ways	way	NOUN
easat-3998	69	10	for	for	ADP
easat-3998	69	11	assessing	assess	VERB
easat-3998	69	12	the	the	DET
easat-3998	69	13	importance	importance	NOUN
easat-3998	69	14	of	of	ADP
easat-3998	69	15	parameters	parameter	NOUN
easat-3998	69	16	in	in	ADP
easat-3998	69	17	artificial	artificial	ADJ
easat-3998	69	18	neural	neural	ADJ
easat-3998	69	19	networks	network	NOUN
easat-3998	69	20	.	.	PUNCT
easat-3998	70	1	they	they	PRON
easat-3998	70	2	discovered	discover	VERB
easat-3998	70	3	that	that	SCONJ
easat-3998	70	4	the	the	DET
easat-3998	70	5	connection	connection	NOUN
easat-3998	70	6	weight	weight	NOUN
easat-3998	70	7	methodology	methodology	NOUN
easat-3998	70	8	outperformed	outperform	VERB
easat-3998	70	9	all	all	DET
easat-3998	70	10	other	other	ADJ
easat-3998	70	11	strategies	strategy	NOUN
easat-3998	70	12	.	.	PUNCT
easat-3998	71	1	in	in	ADP
easat-3998	71	2	order	order	NOUN
easat-3998	71	3	to	to	PART
easat-3998	71	4	find	find	VERB
easat-3998	71	5	9347	9347	NUM
easat-3998	71	6	edelweiss	edelweiss	PROPN
easat-3998	71	7	applied	apply	VERB
easat-3998	71	8	science	science	NOUN
easat-3998	71	9	and	and	CCONJ
easat-3998	71	10	technology	technology	NOUN
easat-3998	71	11	issn	issn	PROPN
easat-3998	71	12	:	:	PUNCT
easat-3998	71	13	2576	2576	NUM
easat-3998	71	14	-	-	SYM
easat-3998	71	15	8484	8484	NUM
easat-3998	71	16	vol	vol	NOUN
easat-3998	71	17	.	.	PROPN
easat-3998	72	1	8	8	NUM
easat-3998	72	2	,	,	PUNCT
easat-3998	72	3	no	no	INTJ
easat-3998	72	4	.	.	NOUN
easat-3998	72	5	6	6	NUM
easat-3998	72	6	:	:	SYM
easat-3998	72	7	9345	9345	NUM
easat-3998	72	8	-	-	SYM
easat-3998	72	9	9355	9355	NUM
easat-3998	72	10	,	,	PUNCT
easat-3998	72	11	2024	2024	NUM
easat-3998	72	12	doi	doi	NOUN
easat-3998	72	13	:	:	PUNCT
easat-3998	72	14	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	72	15	©	©	PROPN
easat-3998	72	16	2024	2024	NUM
easat-3998	72	17	by	by	ADP
easat-3998	72	18	the	the	DET
easat-3998	72	19	authors	author	NOUN
easat-3998	72	20	;	;	PUNCT
easat-3998	72	21	licensee	licensee	PROPN
easat-3998	72	22	learning	learning	NOUN
easat-3998	72	23	gate	gate	VERB
easat-3998	72	24	out	out	ADP
easat-3998	72	25	how	how	SCONJ
easat-3998	72	26	important	important	ADJ
easat-3998	72	27	a	a	DET
easat-3998	72	28	parameter	parameter	NOUN
easat-3998	72	29	is	be	AUX
easat-3998	72	30	,	,	PUNCT
easat-3998	72	31	this	this	DET
easat-3998	72	32	method	method	NOUN
easat-3998	72	33	takes	take	VERB
easat-3998	72	34	into	into	ADP
easat-3998	72	35	account	account	NOUN
easat-3998	72	36	the	the	DET
easat-3998	72	37	connection	connection	NOUN
easat-3998	72	38	weights	weight	VERB
easat-3998	72	39	between	between	ADP
easat-3998	72	40	input	input	NOUN
easat-3998	72	41	and	and	CCONJ
easat-3998	72	42	hidden	hidden	ADJ
easat-3998	72	43	neurons	neuron	NOUN
easat-3998	72	44	as	as	ADV
easat-3998	72	45	well	well	ADV
easat-3998	72	46	as	as	ADP
easat-3998	72	47	between	between	ADP
easat-3998	72	48	hidden	hidden	ADJ
easat-3998	72	49	and	and	CCONJ
easat-3998	72	50	output	output	NOUN
easat-3998	72	51	neurons	neuron	NOUN
easat-3998	72	52	[	[	X
easat-3998	72	53	23	23	NUM
easat-3998	72	54	]	]	PUNCT
easat-3998	72	55	.	.	PUNCT
easat-3998	73	1	research	research	NOUN
easat-3998	73	2	indicates	indicate	VERB
easat-3998	73	3	that	that	SCONJ
easat-3998	73	4	ambient	ambient	ADJ
easat-3998	73	5	temperature	temperature	NOUN
easat-3998	73	6	and	and	CCONJ
easat-3998	73	7	solar	solar	ADJ
easat-3998	73	8	radiation	radiation	NOUN
easat-3998	73	9	values	value	NOUN
easat-3998	73	10	are	be	AUX
easat-3998	73	11	of	of	ADP
easat-3998	73	12	critical	critical	ADJ
easat-3998	73	13	importance	importance	NOUN
easat-3998	73	14	in	in	ADP
easat-3998	73	15	forecasting	forecast	VERB
easat-3998	73	16	pv	pv	NOUN
easat-3998	73	17	manufacturing	manufacturing	NOUN
easat-3998	73	18	,	,	PUNCT
easat-3998	73	19	taking	take	VERB
easat-3998	73	20	into	into	ADP
easat-3998	73	21	account	account	NOUN
easat-3998	73	22	all	all	DET
easat-3998	73	23	environmental	environmental	ADJ
easat-3998	73	24	factors	factor	NOUN
easat-3998	73	25	,	,	PUNCT
easat-3998	73	26	including	include	VERB
easat-3998	73	27	energy	energy	NOUN
easat-3998	73	28	,	,	PUNCT
easat-3998	73	29	and	and	CCONJ
easat-3998	73	30	the	the	DET
easat-3998	73	31	final	final	ADJ
easat-3998	73	32	energy	energy	NOUN
easat-3998	73	33	usage	usage	NOUN
easat-3998	73	34	of	of	ADP
easat-3998	73	35	the	the	DET
easat-3998	73	36	pv	pv	PROPN
easat-3998	73	37	component	component	NOUN
easat-3998	73	38	to	to	PART
easat-3998	73	39	obtain	obtain	VERB
easat-3998	73	40	reliable	reliable	ADJ
easat-3998	73	41	forecasts	forecast	NOUN
easat-3998	73	42	.	.	PUNCT
easat-3998	74	1	this	this	DET
easat-3998	74	2	study	study	NOUN
easat-3998	74	3	set	set	VERB
easat-3998	74	4	out	out	ADP
easat-3998	74	5	to	to	PART
easat-3998	74	6	develop	develop	VERB
easat-3998	74	7	a	a	DET
easat-3998	74	8	new	new	ADJ
easat-3998	74	9	formula	formula	NOUN
easat-3998	74	10	based	base	VERB
easat-3998	74	11	on	on	ADP
easat-3998	74	12	network	network	NOUN
easat-3998	74	13	weight	weight	NOUN
easat-3998	74	14	and	and	CCONJ
easat-3998	74	15	measure	measure	VERB
easat-3998	74	16	the	the	DET
easat-3998	74	17	quantity	quantity	NOUN
easat-3998	74	18	of	of	ADP
easat-3998	74	19	energy	energy	NOUN
easat-3998	74	20	produced	produce	VERB
easat-3998	74	21	by	by	ADP
easat-3998	74	22	artificial	artificial	ADJ
easat-3998	74	23	neural	neural	ADJ
easat-3998	74	24	networks	network	NOUN
easat-3998	74	25	within	within	ADP
easat-3998	74	26	solar	solar	ADJ
easat-3998	74	27	stations	station	NOUN
easat-3998	74	28	.	.	PUNCT
easat-3998	75	1	the	the	DET
easat-3998	75	2	accuracy	accuracy	NOUN
easat-3998	75	3	of	of	ADP
easat-3998	75	4	this	this	DET
easat-3998	75	5	ann	ann	PROPN
easat-3998	75	6	-	-	PUNCT
easat-3998	75	7	based	base	VERB
easat-3998	75	8	formula	formula	NOUN
easat-3998	75	9	was	be	AUX
easat-3998	75	10	explored	explore	VERB
easat-3998	75	11	and	and	CCONJ
easat-3998	75	12	compared	compare	VERB
easat-3998	75	13	with	with	ADP
easat-3998	75	14	the	the	DET
easat-3998	75	15	correlation	correlation	NOUN
easat-3998	75	16	of	of	ADP
easat-3998	75	17	local	local	ADJ
easat-3998	75	18	measurements	measurement	NOUN
easat-3998	75	19	data	datum	NOUN
easat-3998	75	20	(	(	PUNCT
easat-3998	75	21	lmd	lmd	PROPN
easat-3998	75	22	)	)	PUNCT
easat-3998	75	23	.	.	PUNCT
easat-3998	76	1	because	because	SCONJ
easat-3998	76	2	of	of	ADP
easat-3998	76	3	the	the	DET
easat-3998	76	4	obtained	obtain	VERB
easat-3998	76	5	formula	formula	NOUN
easat-3998	76	6	,	,	PUNCT
easat-3998	76	7	users	user	NOUN
easat-3998	76	8	can	can	AUX
easat-3998	76	9	access	access	VERB
easat-3998	76	10	and	and	CCONJ
easat-3998	76	11	utilize	utilize	VERB
easat-3998	76	12	these	these	DET
easat-3998	76	13	findings	finding	NOUN
easat-3998	76	14	even	even	ADV
easat-3998	76	15	without	without	ADP
easat-3998	76	16	access	access	NOUN
easat-3998	76	17	to	to	ADP
easat-3998	76	18	the	the	DET
easat-3998	76	19	corresponding	corresponding	ADJ
easat-3998	76	20	ann	ann	PROPN
easat-3998	76	21	software	software	NOUN
easat-3998	76	22	.	.	PUNCT
easat-3998	77	1	the	the	DET
easat-3998	77	2	study	study	NOUN
easat-3998	77	3	is	be	AUX
easat-3998	77	4	organized	organize	VERB
easat-3998	77	5	into	into	ADP
easat-3998	77	6	six	six	NUM
easat-3998	77	7	sections	section	NOUN
easat-3998	77	8	:	:	PUNCT
easat-3998	77	9	literature	literature	PROPN
easat-3998	77	10	review	review	PROPN
easat-3998	77	11	,	,	PUNCT
easat-3998	77	12	solar	solar	ADJ
easat-3998	77	13	cell	cell	NOUN
easat-3998	77	14	model	model	NOUN
easat-3998	77	15	and	and	CCONJ
easat-3998	77	16	i	i	PROPN
easat-3998	77	17	-	-	PUNCT
easat-3998	77	18	v	v	NUM
easat-3998	77	19	equations	equation	NOUN
easat-3998	77	20	,	,	PUNCT
easat-3998	77	21	passing	pass	VERB
easat-3998	77	22	methodologies	methodology	NOUN
easat-3998	77	23	,	,	PUNCT
easat-3998	77	24	simulations	simulation	NOUN
easat-3998	77	25	and	and	CCONJ
easat-3998	77	26	results	result	NOUN
easat-3998	77	27	,	,	PUNCT
easat-3998	77	28	analysis	analysis	NOUN
easat-3998	77	29	and	and	CCONJ
easat-3998	77	30	discussion	discussion	NOUN
easat-3998	77	31	,	,	PUNCT
easat-3998	77	32	and	and	CCONJ
easat-3998	77	33	research	research	NOUN
easat-3998	77	34	conclusions	conclusion	NOUN
easat-3998	77	35	.	.	PUNCT
easat-3998	78	1	2	2	X
easat-3998	78	2	.	.	X
easat-3998	78	3	photovoltaic	photovoltaic	NOUN
easat-3998	78	4	cells	cell	NOUN
easat-3998	78	5	model	model	VERB
easat-3998	78	6	2.1	2.1	NUM
easat-3998	78	7	.	.	PUNCT
easat-3998	79	1	the	the	DET
easat-3998	79	2	pv	pv	NOUN
easat-3998	79	3	module	module	NOUN
easat-3998	79	4	's	's	PART
easat-3998	79	5	power	power	NOUN
easat-3998	79	6	output	output	NOUN
easat-3998	79	7	to	to	PART
easat-3998	79	8	design	design	VERB
easat-3998	79	9	and	and	CCONJ
easat-3998	79	10	evaluate	evaluate	VERB
easat-3998	79	11	pv	pv	NOUN
easat-3998	79	12	system	system	NOUN
easat-3998	79	13	performance	performance	NOUN
easat-3998	79	14	,	,	PUNCT
easat-3998	79	15	an	an	DET
easat-3998	79	16	accurate	accurate	ADJ
easat-3998	79	17	model	model	NOUN
easat-3998	79	18	should	should	AUX
easat-3998	79	19	reliably	reliably	ADV
easat-3998	79	20	forecast	forecast	VERB
easat-3998	79	21	a	a	DET
easat-3998	79	22	powervoltage	powervoltage	NOUN
easat-3998	79	23	(	(	PUNCT
easat-3998	79	24	p	p	NOUN
easat-3998	79	25	-	-	PUNCT
easat-3998	79	26	v	v	NOUN
easat-3998	79	27	)	)	PUNCT
easat-3998	79	28	and	and	CCONJ
easat-3998	79	29	voltage	voltage	NOUN
easat-3998	79	30	current	current	ADJ
easat-3998	79	31	(	(	PUNCT
easat-3998	79	32	v	v	NOUN
easat-3998	79	33	-	-	PUNCT
easat-3998	79	34	i	i	NOUN
easat-3998	79	35	)	)	PUNCT
easat-3998	79	36	curve	curve	NOUN
easat-3998	79	37	under	under	ADP
easat-3998	79	38	real	real	ADJ
easat-3998	79	39	operating	operating	NOUN
easat-3998	79	40	conditions	condition	NOUN
easat-3998	79	41	.	.	PUNCT
easat-3998	80	1	to	to	PART
easat-3998	80	2	better	well	ADV
easat-3998	80	3	understand	understand	VERB
easat-3998	80	4	the	the	DET
easat-3998	80	5	electrical	electrical	ADJ
easat-3998	80	6	functions	function	NOUN
easat-3998	80	7	of	of	ADP
easat-3998	80	8	pv	pv	NOUN
easat-3998	80	9	systems	system	NOUN
easat-3998	80	10	,	,	PUNCT
easat-3998	80	11	researchers	researcher	NOUN
easat-3998	80	12	frequently	frequently	ADV
easat-3998	80	13	use	use	VERB
easat-3998	80	14	the	the	DET
easat-3998	80	15	"	"	PUNCT
easat-3998	80	16	five	five	NUM
easat-3998	80	17	-	-	PUNCT
easat-3998	80	18	parameters	parameter	NOUN
easat-3998	80	19	model	model	NOUN
easat-3998	80	20	,	,	PUNCT
easat-3998	80	21	"	"	PUNCT
easat-3998	80	22	a	a	DET
easat-3998	80	23	similar	similar	ADJ
easat-3998	80	24	circuit	circuit	NOUN
easat-3998	80	25	.	.	PUNCT
easat-3998	81	1	figure	figure	NOUN
easat-3998	81	2	1	1	NUM
easat-3998	81	3	depicts	depict	VERB
easat-3998	81	4	a	a	DET
easat-3998	81	5	circuit	circuit	NOUN
easat-3998	81	6	with	with	ADP
easat-3998	81	7	a	a	DET
easat-3998	81	8	photocurrent	photocurrent	NOUN
easat-3998	81	9	supply	supply	NOUN
easat-3998	81	10	𝐼𝐿	𝐼𝐿	PROPN
easat-3998	81	11	,	,	PUNCT
easat-3998	81	12	a	a	DET
easat-3998	81	13	resistance	resistance	NOUN
easat-3998	81	14	known	know	VERB
easat-3998	81	15	as	as	ADP
easat-3998	81	16	shunt	shunt	NOUN
easat-3998	81	17	𝑅sh	𝑅sh	PROPN
easat-3998	81	18	and	and	CCONJ
easat-3998	81	19	a	a	DET
easat-3998	81	20	diode	diode	NOUN
easat-3998	81	21	connected	connect	VERB
easat-3998	81	22	in	in	ADP
easat-3998	81	23	parallel	parallel	NOUN
easat-3998	81	24	,	,	PUNCT
easat-3998	81	25	and	and	CCONJ
easat-3998	81	26	a	a	DET
easat-3998	81	27	series	series	NOUN
easat-3998	81	28	resistance	resistance	NOUN
easat-3998	81	29	𝑅𝑠.	𝑅𝑠.	PROPN
easat-3998	81	30	the	the	DET
easat-3998	81	31	following	follow	VERB
easat-3998	81	32	statement	statement	NOUN
easat-3998	81	33	may	may	AUX
easat-3998	81	34	be	be	AUX
easat-3998	81	35	used	use	VERB
easat-3998	81	36	to	to	PART
easat-3998	81	37	create	create	VERB
easat-3998	81	38	the	the	DET
easat-3998	81	39	mathematical	mathematical	ADJ
easat-3998	81	40	model	model	NOUN
easat-3998	81	41	of	of	ADP
easat-3998	81	42	a	a	DET
easat-3998	81	43	solar	solar	ADJ
easat-3998	81	44	cell	cell	NOUN
easat-3998	81	45	based	base	VERB
easat-3998	81	46	on	on	ADP
easat-3998	81	47	this	this	DET
easat-3998	81	48	simplified	simplified	ADJ
easat-3998	81	49	circuit	circuit	NOUN
easat-3998	81	50	and	and	CCONJ
easat-3998	81	51	get	get	VERB
easat-3998	81	52	the	the	DET
easat-3998	81	53	i	i	PROPN
easat-3998	81	54	-	-	PUNCT
easat-3998	81	55	v	v	NOUN
easat-3998	81	56	curve	curve	NOUN
easat-3998	81	57	:	:	PUNCT
easat-3998	82	1	[	[	X
easat-3998	82	2	24	24	NUM
easat-3998	82	3	]	]	X
easat-3998	82	4	[	[	X
easat-3998	82	5	17	17	NUM
easat-3998	82	6	]	]	PUNCT
easat-3998	82	7	.	.	PUNCT
easat-3998	83	1	𝐼	𝐼	NOUN
easat-3998	83	2	=	=	PUNCT
easat-3998	83	3	𝐼𝑙	𝐼𝑙	ADJ
easat-3998	83	4	−	−	NOUN
easat-3998	83	5	𝐼𝑜(𝑒	𝐼𝑜(𝑒	NOUN
easat-3998	83	6	(	(	PUNCT
easat-3998	83	7	𝑣+𝐼𝑅𝑠	𝑣+𝐼𝑅𝑠	NUM
easat-3998	83	8	)	)	PUNCT
easat-3998	83	9	𝑛𝑇𝑐	𝑛𝑇𝑐	ADJ
easat-3998	83	10	−	−	NOUN
easat-3998	83	11	1	1	NUM
easat-3998	83	12	)	)	PUNCT
easat-3998	83	13	−	−	PROPN
easat-3998	83	14	(	(	PUNCT
easat-3998	83	15	𝑣+𝐼.𝑅𝑠	𝑣+𝐼.𝑅𝑠	NOUN
easat-3998	83	16	)	)	PUNCT
easat-3998	83	17	𝑅𝑠ℎ	𝑅𝑠ℎ	PROPN
easat-3998	83	18	(	(	PUNCT
easat-3998	83	19	1	1	NUM
easat-3998	83	20	)	)	PUNCT
easat-3998	83	21	figure	figure	NOUN
easat-3998	83	22	1	1	NUM
easat-3998	83	23	.	.	PUNCT
easat-3998	84	1	a	a	DET
easat-3998	84	2	basic	basic	ADJ
easat-3998	84	3	solar	solar	ADJ
easat-3998	84	4	cell	cell	NOUN
easat-3998	84	5	equivalent	equivalent	ADJ
easat-3998	84	6	circuit	circuit	NOUN
easat-3998	84	7	[	[	X
easat-3998	84	8	24	24	NUM
easat-3998	84	9	]	]	PUNCT
easat-3998	84	10	.	.	PUNCT
easat-3998	85	1	where	where	SCONJ
easat-3998	85	2	𝑇𝑐	𝑇𝑐	PROPN
easat-3998	85	3	is	be	AUX
easat-3998	85	4	the	the	DET
easat-3998	85	5	cell	cell	NOUN
easat-3998	85	6	absolute	absolute	ADJ
easat-3998	85	7	temperature	temperature	NOUN
easat-3998	85	8	,	,	PUNCT
easat-3998	85	9	io	io	X
easat-3998	85	10	is	be	AUX
easat-3998	85	11	the	the	DET
easat-3998	85	12	diode	diode	NOUN
easat-3998	85	13	reverse	reverse	ADJ
easat-3998	85	14	saturation	saturation	NOUN
easat-3998	85	15	current	current	ADJ
easat-3998	85	16	,	,	PUNCT
easat-3998	85	17	and	and	CCONJ
easat-3998	85	18	n	n	CCONJ
easat-3998	85	19	represents	represent	VERB
easat-3998	85	20	the	the	DET
easat-3998	85	21	perfect	perfect	ADJ
easat-3998	85	22	parameter	parameter	NOUN
easat-3998	85	23	,	,	PUNCT
easat-3998	85	24	all	all	PRON
easat-3998	85	25	of	of	ADP
easat-3998	85	26	which	which	PRON
easat-3998	85	27	are	be	AUX
easat-3998	85	28	controlled	control	VERB
easat-3998	85	29	by	by	ADP
easat-3998	85	30	the	the	DET
easat-3998	85	31	silicon	silicon	NOUN
easat-3998	85	32	temperature	temperature	NOUN
easat-3998	85	33	.	.	PUNCT
easat-3998	86	1	𝐼𝐿	𝐼𝐿	PROPN
easat-3998	86	2	is	be	AUX
easat-3998	86	3	also	also	ADV
easat-3998	86	4	dependent	dependent	ADJ
easat-3998	86	5	on	on	ADP
easat-3998	86	6	the	the	DET
easat-3998	86	7	sun	sun	NOUN
easat-3998	86	8	irradiation	irradiation	NOUN
easat-3998	86	9	.	.	PUNCT
easat-3998	87	1	it	it	PRON
easat-3998	87	2	is	be	AUX
easat-3998	87	3	well	well	ADV
easat-3998	87	4	-	-	PUNCT
easat-3998	87	5	known	know	VERB
easat-3998	87	6	that	that	SCONJ
easat-3998	87	7	the	the	DET
easat-3998	87	8	"	"	PUNCT
easat-3998	87	9	peak	peak	NOUN
easat-3998	87	10	power	power	NOUN
easat-3998	87	11	"	"	PUNCT
easat-3998	87	12	determines	determine	VERB
easat-3998	87	13	how	how	SCONJ
easat-3998	87	14	well	well	ADV
easat-3998	87	15	a	a	DET
easat-3998	87	16	photovoltaic	photovoltaic	NOUN
easat-3998	87	17	panel	panel	NOUN
easat-3998	87	18	works	work	VERB
easat-3998	87	19	.	.	PUNCT
easat-3998	88	1	this	this	PRON
easat-3998	88	2	is	be	AUX
easat-3998	88	3	the	the	DET
easat-3998	88	4	highest	high	ADJ
easat-3998	88	5	amount	amount	NOUN
easat-3998	88	6	of	of	ADP
easat-3998	88	7	electric	electric	ADJ
easat-3998	88	8	power	power	NOUN
easat-3998	88	9	that	that	SCONJ
easat-3998	88	10	the	the	DET
easat-3998	88	11	panel	panel	NOUN
easat-3998	88	12	can	can	AUX
easat-3998	88	13	produce	produce	VERB
easat-3998	88	14	when	when	SCONJ
easat-3998	88	15	exposed	expose	VERB
easat-3998	88	16	to	to	ADP
easat-3998	88	17	1	1	NUM
easat-3998	88	18	kw	kw	NOUN
easat-3998	88	19	/	/	SYM
easat-3998	88	20	m2	m2	PROPN
easat-3998	88	21	of	of	ADP
easat-3998	88	22	solar	solar	ADJ
easat-3998	88	23	irradiation	irradiation	NOUN
easat-3998	88	24	𝐺	𝐺	PROPN
easat-3998	88	25	and	and	CCONJ
easat-3998	88	26	the	the	DET
easat-3998	88	27	cell	cell	NOUN
easat-3998	88	28	temperature	temperature	NOUN
easat-3998	88	29	is	be	AUX
easat-3998	88	30	25∘c	25∘c	NUM
easat-3998	88	31	.	.	PUNCT
easat-3998	89	1	the	the	DET
easat-3998	89	2	operating	operating	NOUN
easat-3998	89	3	point	point	NOUN
easat-3998	89	4	may	may	AUX
easat-3998	89	5	be	be	AUX
easat-3998	89	6	found	find	VERB
easat-3998	89	7	for	for	ADP
easat-3998	89	8	given	give	VERB
easat-3998	89	9	values	value	NOUN
easat-3998	89	10	of	of	ADP
easat-3998	89	11	g	g	NOUN
easat-3998	89	12	,	,	PUNCT
easat-3998	89	13	𝑇𝑐	𝑇𝑐	NOUN
easat-3998	89	14	,	,	PUNCT
easat-3998	89	15	and	and	CCONJ
easat-3998	89	16	𝑅𝐿	𝑅𝐿	PROPN
easat-3998	89	17	by	by	ADP
easat-3998	89	18	drawing	draw	VERB
easat-3998	89	19	lines	line	NOUN
easat-3998	89	20	of	of	ADP
easat-3998	89	21	the	the	DET
easat-3998	89	22	various	various	ADJ
easat-3998	89	23	loads	load	NOUN
easat-3998	89	24	𝑅𝐿	𝑅𝐿	PROPN
easat-3998	89	25	on	on	ADP
easat-3998	89	26	the	the	DET
easat-3998	89	27	i	i	PROPN
easat-3998	89	28	-	-	PUNCT
easat-3998	89	29	v	v	NOUN
easat-3998	89	30	characteristic	characteristic	NOUN
easat-3998	89	31	;	;	PUNCT
easat-3998	89	32	the	the	DET
easat-3998	89	33	red	red	ADJ
easat-3998	89	34	circles	circle	NOUN
easat-3998	89	35	represent	represent	VERB
easat-3998	89	36	the	the	DET
easat-3998	89	37	greatest	great	ADJ
easat-3998	89	38	power	power	NOUN
easat-3998	89	39	points	point	NOUN
easat-3998	89	40	.	.	PUNCT
easat-3998	90	1	the	the	DET
easat-3998	90	2	majority	majority	NOUN
easat-3998	90	3	of	of	ADP
easat-3998	90	4	maximum	maximum	ADJ
easat-3998	90	5	power	power	NOUN
easat-3998	90	6	point	point	NOUN
easat-3998	90	7	tracking	tracking	NOUN
easat-3998	90	8	algorithms	algorithm	NOUN
easat-3998	90	9	that	that	PRON
easat-3998	90	10	have	have	AUX
easat-3998	90	11	been	be	AUX
easat-3998	90	12	published	publish	VERB
easat-3998	90	13	in	in	ADP
easat-3998	90	14	the	the	DET
easat-3998	90	15	literature	literature	NOUN
easat-3998	90	16	use	use	VERB
easat-3998	90	17	linear	linear	ADJ
easat-3998	90	18	approximations	approximation	NOUN
easat-3998	90	19	to	to	PART
easat-3998	90	20	determine	determine	VERB
easat-3998	90	21	the	the	DET
easat-3998	90	22	best	good	ADJ
easat-3998	90	23	operating	operating	NOUN
easat-3998	90	24	point	point	NOUN
easat-3998	90	25	of	of	ADP
easat-3998	90	26	a	a	DET
easat-3998	90	27	generic	generic	ADJ
easat-3998	90	28	pv	pv	NOUN
easat-3998	90	29	system	system	NOUN
easat-3998	90	30	as	as	ADP
easat-3998	90	31	:	:	PUNCT
easat-3998	90	32	[	[	X
easat-3998	90	33	25][26	25][26	NOUN
easat-3998	90	34	]	]	X
easat-3998	90	35	vmpp	vmpp	NOUN
easat-3998	90	36	=	=	PUNCT
easat-3998	90	37	vc	vc	PROPN
easat-3998	90	38	⋅	⋅	PROPN
easat-3998	90	39	𝑉oc	𝑉oc	PROPN
easat-3998	90	40	(	(	PUNCT
easat-3998	90	41	2	2	NUM
easat-3998	90	42	)	)	PUNCT
easat-3998	90	43	where	where	SCONJ
easat-3998	90	44	voc	voc	NOUN
easat-3998	90	45	is	be	AUX
easat-3998	90	46	the	the	DET
easat-3998	90	47	open	open	ADJ
easat-3998	90	48	circuit	circuit	NOUN
easat-3998	90	49	voltage	voltage	NOUN
easat-3998	90	50	,	,	PUNCT
easat-3998	90	51	vc	vc	PROPN
easat-3998	90	52	is	be	AUX
easat-3998	90	53	a	a	DET
easat-3998	90	54	constant	constant	NOUN
easat-3998	90	55	of	of	ADP
easat-3998	90	56	proportionality	proportionality	NOUN
easat-3998	90	57	(	(	PUNCT
easat-3998	90	58	voltage	voltage	NOUN
easat-3998	90	59	factors	factor	NOUN
easat-3998	90	60	)	)	PUNCT
easat-3998	90	61	that	that	PRON
easat-3998	90	62	depends	depend	VERB
easat-3998	90	63	on	on	ADP
easat-3998	90	64	the	the	DET
easat-3998	90	65	properties	property	NOUN
easat-3998	90	66	of	of	ADP
easat-3998	90	67	the	the	DET
easat-3998	90	68	pv	pv	NOUN
easat-3998	90	69	array	array	NOUN
easat-3998	90	70	utilized	utilize	VERB
easat-3998	90	71	,	,	PUNCT
easat-3998	90	72	and	and	CCONJ
easat-3998	90	73	vmpp	vmpp	NOUN
easat-3998	90	74	is	be	AUX
easat-3998	90	75	the	the	DET
easat-3998	90	76	maximum	maximum	ADJ
easat-3998	90	77	voltage	voltage	NOUN
easat-3998	90	78	and	and	CCONJ
easat-3998	90	79	current	current	ADJ
easat-3998	90	80	,	,	PUNCT
easat-3998	90	81	respectively	respectively	ADV
easat-3998	90	82	.	.	PUNCT
easat-3998	91	1	direct	direct	ADJ
easat-3998	91	2	techniques	technique	NOUN
easat-3998	91	3	,	,	PUNCT
easat-3998	91	4	on	on	ADP
easat-3998	91	5	the	the	DET
easat-3998	91	6	other	other	ADJ
easat-3998	91	7	hand	hand	NOUN
easat-3998	91	8	,	,	PUNCT
easat-3998	91	9	are	be	AUX
easat-3998	91	10	an	an	DET
easat-3998	91	11	alternative	alternative	NOUN
easat-3998	91	12	since	since	SCONJ
easat-3998	91	13	they	they	PRON
easat-3998	91	14	allow	allow	VERB
easat-3998	91	15	you	you	PRON
easat-3998	91	16	to	to	PART
easat-3998	91	17	determine	determine	VERB
easat-3998	91	18	the	the	DET
easat-3998	91	19	greatest	great	ADJ
easat-3998	91	20	amount	amount	NOUN
easat-3998	91	21	of	of	ADP
easat-3998	91	22	power	power	NOUN
easat-3998	91	23	produced	produce	VERB
easat-3998	91	24	straight	straight	ADV
easat-3998	91	25	from	from	ADP
easat-3998	91	26	the	the	DET
easat-3998	91	27	voltage	voltage	NOUN
easat-3998	91	28	and	and	CCONJ
easat-3998	91	29	current	current	ADJ
easat-3998	91	30	readings	reading	NOUN
easat-3998	91	31	of	of	ADP
easat-3998	91	32	your	your	PRON
easat-3998	91	33	pv	pv	NOUN
easat-3998	91	34	generator	generator	NOUN
easat-3998	91	35	.	.	PUNCT
easat-3998	92	1	if	if	SCONJ
easat-3998	92	2	that	that	PRON
easat-3998	92	3	's	be	AUX
easat-3998	92	4	the	the	DET
easat-3998	92	5	case	case	NOUN
easat-3998	92	6	,	,	PUNCT
easat-3998	92	7	they	they	PRON
easat-3998	92	8	work	work	VERB
easat-3998	92	9	well	well	ADV
easat-3998	92	10	in	in	ADP
easat-3998	92	11	any	any	DET
easat-3998	92	12	temperature	temperature	NOUN
easat-3998	92	13	and	and	CCONJ
easat-3998	92	14	light	light	ADJ
easat-3998	92	15	condition	condition	NOUN
easat-3998	92	16	[	[	X
easat-3998	92	17	17	17	NUM
easat-3998	92	18	]	]	PUNCT
easat-3998	92	19	.	.	PUNCT
easat-3998	93	1	some	some	DET
easat-3998	93	2	dc	dc	PROPN
easat-3998	93	3	/	/	SYM
easat-3998	93	4	dc	dc	PROPN
easat-3998	93	5	9348	9348	NUM
easat-3998	93	6	edelweiss	edelweiss	PROPN
easat-3998	93	7	applied	apply	VERB
easat-3998	93	8	science	science	NOUN
easat-3998	93	9	and	and	CCONJ
easat-3998	93	10	technology	technology	NOUN
easat-3998	93	11	issn	issn	PROPN
easat-3998	93	12	:	:	PUNCT
easat-3998	93	13	2576	2576	NUM
easat-3998	93	14	-	-	SYM
easat-3998	93	15	8484	8484	NUM
easat-3998	93	16	vol	vol	NOUN
easat-3998	93	17	.	.	PROPN
easat-3998	93	18	8	8	NUM
easat-3998	93	19	,	,	PUNCT
easat-3998	93	20	no	no	INTJ
easat-3998	93	21	.	.	NOUN
easat-3998	93	22	6	6	NUM
easat-3998	93	23	:	:	SYM
easat-3998	93	24	9345	9345	NUM
easat-3998	93	25	-	-	SYM
easat-3998	93	26	9355	9355	NUM
easat-3998	93	27	,	,	PUNCT
easat-3998	93	28	2024	2024	NUM
easat-3998	93	29	doi	doi	NOUN
easat-3998	93	30	:	:	PUNCT
easat-3998	93	31	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	93	32	©	©	PROPN
easat-3998	93	33	2024	2024	NUM
easat-3998	93	34	by	by	ADP
easat-3998	93	35	the	the	DET
easat-3998	93	36	authors	author	NOUN
easat-3998	93	37	;	;	PUNCT
easat-3998	93	38	licensee	licensee	PROPN
easat-3998	93	39	learning	learn	VERB
easat-3998	93	40	gate	gate	NOUN
easat-3998	93	41	converters	converter	NOUN
easat-3998	93	42	,	,	PUNCT
easat-3998	93	43	also	also	ADV
easat-3998	93	44	known	know	VERB
easat-3998	93	45	as	as	ADP
easat-3998	93	46	maximum	maximum	ADJ
easat-3998	93	47	power	power	NOUN
easat-3998	93	48	point	point	NOUN
easat-3998	93	49	tracking	tracking	NOUN
easat-3998	93	50	(	(	PUNCT
easat-3998	93	51	mppts	mppt	NOUN
easat-3998	93	52	)	)	PUNCT
easat-3998	93	53	,	,	PUNCT
easat-3998	93	54	may	may	AUX
easat-3998	93	55	include	include	VERB
easat-3998	93	56	all	all	DET
easat-3998	93	57	techniques	technique	NOUN
easat-3998	93	58	,	,	PUNCT
easat-3998	93	59	both	both	CCONJ
easat-3998	93	60	direct	direct	ADJ
easat-3998	93	61	and	and	CCONJ
easat-3998	93	62	indirect	indirect	ADJ
easat-3998	93	63	,	,	PUNCT
easat-3998	93	64	for	for	ADP
easat-3998	93	65	use	use	NOUN
easat-3998	93	66	in	in	ADP
easat-3998	93	67	standalone	standalone	ADJ
easat-3998	93	68	systems	system	NOUN
easat-3998	93	69	.	.	PUNCT
easat-3998	94	1	more	more	ADJ
easat-3998	94	2	and	and	CCONJ
easat-3998	94	3	more	more	ADJ
easat-3998	94	4	,	,	PUNCT
easat-3998	94	5	approaches	approach	NOUN
easat-3998	94	6	including	include	VERB
easat-3998	94	7	fuzzy	fuzzy	ADJ
easat-3998	94	8	logic	logic	NOUN
easat-3998	94	9	controllers	controller	NOUN
easat-3998	94	10	and	and	CCONJ
easat-3998	94	11	artificial	artificial	ADJ
easat-3998	94	12	neural	neural	ADJ
easat-3998	94	13	networks	network	NOUN
easat-3998	94	14	and	and	CCONJ
easat-3998	94	15	have	have	AUX
easat-3998	94	16	been	be	AUX
easat-3998	94	17	used	use	VERB
easat-3998	94	18	for	for	ADP
easat-3998	94	19	mpp	mpp	NOUN
easat-3998	94	20	searching	search	VERB
easat-3998	94	21	with	with	ADP
easat-3998	94	22	great	great	ADJ
easat-3998	94	23	success	success	NOUN
easat-3998	94	24	as	as	ADP
easat-3998	94	25	of	of	ADP
easat-3998	94	26	late	late	ADJ
easat-3998	94	27	[	[	X
easat-3998	94	28	24	24	NUM
easat-3998	94	29	]	]	PUNCT
easat-3998	94	30	.	.	PUNCT
easat-3998	95	1	3	3	X
easat-3998	95	2	.	.	X
easat-3998	95	3	artificial	artificial	ADJ
easat-3998	95	4	intelligent	intelligent	ADJ
easat-3998	95	5	network	network	NOUN
easat-3998	95	6	being	be	AUX
easat-3998	95	7	a	a	DET
easat-3998	95	8	black	black	ADJ
easat-3998	95	9	box	box	NOUN
easat-3998	95	10	that	that	PRON
easat-3998	95	11	does	do	AUX
easat-3998	95	12	not	not	PART
easat-3998	95	13	need	need	VERB
easat-3998	95	14	specific	specific	ADJ
easat-3998	95	15	knowledge	knowledge	NOUN
easat-3998	95	16	about	about	ADP
easat-3998	95	17	the	the	DET
easat-3998	95	18	system	system	NOUN
easat-3998	95	19	or	or	CCONJ
easat-3998	95	20	processes	process	NOUN
easat-3998	95	21	to	to	PART
easat-3998	95	22	function	function	VERB
easat-3998	95	23	,	,	PUNCT
easat-3998	95	24	ann	ann	PROPN
easat-3998	95	25	is	be	AUX
easat-3998	95	26	useful	useful	ADJ
easat-3998	95	27	for	for	ADP
easat-3998	95	28	regression	regression	NOUN
easat-3998	95	29	issues	issue	NOUN
easat-3998	95	30	because	because	SCONJ
easat-3998	95	31	to	to	ADP
easat-3998	95	32	its	its	PRON
easat-3998	95	33	flexibility	flexibility	NOUN
easat-3998	95	34	and	and	CCONJ
easat-3998	95	35	power	power	NOUN
easat-3998	95	36	,	,	PUNCT
easat-3998	95	37	which	which	PRON
easat-3998	95	38	are	be	AUX
easat-3998	95	39	obtained	obtain	VERB
easat-3998	95	40	from	from	ADP
easat-3998	95	41	experimental	experimental	ADJ
easat-3998	95	42	data	datum	NOUN
easat-3998	95	43	.	.	PUNCT
easat-3998	96	1	the	the	DET
easat-3998	96	2	research	research	NOUN
easat-3998	96	3	determines	determine	VERB
easat-3998	96	4	the	the	DET
easat-3998	96	5	power	power	NOUN
easat-3998	96	6	output	output	NOUN
easat-3998	96	7	of	of	ADP
easat-3998	96	8	a	a	DET
easat-3998	96	9	pv	pv	NOUN
easat-3998	96	10	module	module	NOUN
easat-3998	96	11	using	use	VERB
easat-3998	96	12	artificial	artificial	ADJ
easat-3998	96	13	neural	neural	ADJ
easat-3998	96	14	networks	network	NOUN
easat-3998	96	15	(	(	PUNCT
easat-3998	96	16	ann	ann	PROPN
easat-3998	96	17	)	)	PUNCT
easat-3998	96	18	.	.	PUNCT
easat-3998	97	1	there	there	PRON
easat-3998	97	2	is	be	VERB
easat-3998	97	3	a	a	DET
easat-3998	97	4	set	set	ADJ
easat-3998	97	5	order	order	NOUN
easat-3998	97	6	to	to	ADP
easat-3998	97	7	the	the	DET
easat-3998	97	8	phases	phase	NOUN
easat-3998	97	9	in	in	ADP
easat-3998	97	10	the	the	DET
easat-3998	97	11	ann	ann	PROPN
easat-3998	97	12	process	process	NOUN
easat-3998	97	13	,	,	PUNCT
easat-3998	97	14	and	and	CCONJ
easat-3998	97	15	each	each	DET
easat-3998	97	16	step	step	NOUN
easat-3998	97	17	may	may	AUX
easat-3998	97	18	be	be	AUX
easat-3998	97	19	adjusted	adjust	VERB
easat-3998	97	20	independently	independently	ADV
easat-3998	97	21	.	.	PUNCT
easat-3998	98	1	the	the	DET
easat-3998	98	2	collected	collect	VERB
easat-3998	98	3	values	value	NOUN
easat-3998	98	4	are	be	AUX
easat-3998	98	5	then	then	ADV
easat-3998	98	6	controlled	control	VERB
easat-3998	98	7	by	by	ADP
easat-3998	98	8	a	a	DET
easat-3998	98	9	function	function	NOUN
easat-3998	98	10	,	,	PUNCT
easat-3998	98	11	such	such	ADJ
easat-3998	98	12	as	as	ADP
easat-3998	98	13	gradient	gradient	NOUN
easat-3998	98	14	,	,	PUNCT
easat-3998	98	15	linear	linear	ADJ
easat-3998	98	16	,	,	PUNCT
easat-3998	98	17	or	or	CCONJ
easat-3998	98	18	sigmoid	sigmoid	NOUN
easat-3998	98	19	functions	function	NOUN
easat-3998	98	20	[	[	X
easat-3998	98	21	27	27	NUM
easat-3998	98	22	]	]	PUNCT
easat-3998	98	23	.	.	PUNCT
easat-3998	99	1	there	there	PRON
easat-3998	99	2	is	be	VERB
easat-3998	99	3	a	a	DET
easat-3998	99	4	tight	tight	ADJ
easat-3998	99	5	connection	connection	NOUN
easat-3998	99	6	between	between	ADP
easat-3998	99	7	the	the	DET
easat-3998	99	8	ann	ann	PROPN
easat-3998	99	9	process	process	NOUN
easat-3998	99	10	and	and	CCONJ
easat-3998	99	11	how	how	SCONJ
easat-3998	99	12	neurons	neuron	NOUN
easat-3998	99	13	work	work	VERB
easat-3998	99	14	,	,	PUNCT
easat-3998	99	15	as	as	SCONJ
easat-3998	99	16	seen	see	VERB
easat-3998	99	17	in	in	ADP
easat-3998	99	18	figure	figure	NOUN
easat-3998	99	19	2	2	NUM
easat-3998	99	20	.	.	PUNCT
easat-3998	99	21	artificial	artificial	ADJ
easat-3998	99	22	neural	neural	ADJ
easat-3998	99	23	networks	network	NOUN
easat-3998	99	24	(	(	PUNCT
easat-3998	99	25	anns	anns	NOUN
easat-3998	99	26	)	)	PUNCT
easat-3998	99	27	use	use	VERB
easat-3998	99	28	regularization	regularization	NOUN
easat-3998	99	29	methods	method	NOUN
easat-3998	99	30	and	and	CCONJ
easat-3998	99	31	backpropagation	backpropagation	NOUN
easat-3998	99	32	training	training	NOUN
easat-3998	99	33	to	to	PART
easat-3998	99	34	minimize	minimize	VERB
easat-3998	99	35	error	error	NOUN
easat-3998	99	36	and	and	CCONJ
easat-3998	99	37	reduce	reduce	VERB
easat-3998	99	38	overfitting	overfitting	NOUN
easat-3998	99	39	.	.	PUNCT
easat-3998	100	1	however	however	ADV
easat-3998	100	2	,	,	PUNCT
easat-3998	100	3	backpropagation	backpropagation	NOUN
easat-3998	100	4	has	have	VERB
easat-3998	100	5	a	a	DET
easat-3998	100	6	slow	slow	ADJ
easat-3998	100	7	convergence	convergence	NOUN
easat-3998	100	8	rate	rate	NOUN
easat-3998	100	9	,	,	PUNCT
easat-3998	100	10	potentially	potentially	ADV
easat-3998	100	11	causing	cause	VERB
easat-3998	100	12	overfitting	overfitte	VERB
easat-3998	100	13	.	.	PUNCT
easat-3998	101	1	for	for	ADP
easat-3998	101	2	functional	functional	ADJ
easat-3998	101	3	approximation	approximation	NOUN
easat-3998	101	4	issues	issue	NOUN
easat-3998	101	5	,	,	PUNCT
easat-3998	101	6	researchers	researcher	NOUN
easat-3998	101	7	have	have	AUX
easat-3998	101	8	developed	develop	VERB
easat-3998	101	9	regularization	regularization	NOUN
easat-3998	101	10	methods	method	NOUN
easat-3998	101	11	like	like	ADP
easat-3998	101	12	levenberg	levenberg	PROPN
easat-3998	101	13	-	-	PUNCT
easat-3998	101	14	marquardt	marquardt	PROPN
easat-3998	101	15	(	(	PUNCT
easat-3998	101	16	lm	lm	INTJ
easat-3998	101	17	)	)	PUNCT
easat-3998	101	18	to	to	PART
easat-3998	101	19	improve	improve	VERB
easat-3998	101	20	mean	mean	VERB
easat-3998	101	21	squared	square	VERB
easat-3998	101	22	errors	error	NOUN
easat-3998	101	23	(	(	PUNCT
easat-3998	101	24	mse	mse	NOUN
easat-3998	101	25	)	)	PUNCT
easat-3998	101	26	,	,	PUNCT
easat-3998	101	27	and	and	CCONJ
easat-3998	101	28	backpropagation	backpropagation	NOUN
easat-3998	101	29	algorithms	algorithm	NOUN
easat-3998	101	30	to	to	PART
easat-3998	101	31	accelerate	accelerate	VERB
easat-3998	101	32	convergence	convergence	NOUN
easat-3998	101	33	[	[	X
easat-3998	101	34	2834	2834	NUM
easat-3998	101	35	]	]	PUNCT
easat-3998	101	36	.	.	PUNCT
easat-3998	102	1	figure	figure	NOUN
easat-3998	102	2	2	2	NUM
easat-3998	102	3	.	.	PUNCT
easat-3998	102	4	neurons	neuron	NOUN
easat-3998	102	5	'	'	PART
easat-3998	102	6	basic	basic	ADJ
easat-3998	102	7	workings	working	NOUN
easat-3998	102	8	in	in	ADP
easat-3998	102	9	the	the	DET
easat-3998	102	10	neural	neural	ADJ
easat-3998	102	11	system	system	NOUN
easat-3998	102	12	.	.	PUNCT
easat-3998	103	1	4	4	X
easat-3998	103	2	.	.	X
easat-3998	103	3	simulation	simulation	NOUN
easat-3998	103	4	and	and	CCONJ
easat-3998	103	5	results	result	VERB
easat-3998	103	6	4.1	4.1	NUM
easat-3998	103	7	.	.	PUNCT
easat-3998	104	1	pv	pv	NOUN
easat-3998	104	2	power	power	NOUN
easat-3998	104	3	station	station	NOUN
easat-3998	104	4	and	and	CCONJ
easat-3998	104	5	data	datum	NOUN
easat-3998	104	6	preparation	preparation	NOUN
easat-3998	104	7	this	this	DET
easat-3998	104	8	study	study	NOUN
easat-3998	104	9	uses	use	VERB
easat-3998	104	10	a	a	DET
easat-3998	104	11	comprehensive	comprehensive	ADJ
easat-3998	104	12	dataset	dataset	NOUN
easat-3998	104	13	from	from	ADP
easat-3998	104	14	the	the	DET
easat-3998	104	15	science	science	NOUN
easat-3998	104	16	data	data	PROPN
easat-3998	104	17	bank	bank	PROPN
easat-3998	104	18	and	and	CCONJ
easat-3998	104	19	reference	reference	NOUN
easat-3998	104	20	pvod	pvod	NOUN
easat-3998	104	21	(	(	PUNCT
easat-3998	104	22	a	a	DET
easat-3998	104	23	photovoltaic	photovoltaic	NOUN
easat-3998	104	24	power	power	NOUN
easat-3998	104	25	output	output	NOUN
easat-3998	104	26	dataset	dataset	NOUN
easat-3998	104	27	)	)	PUNCT
easat-3998	104	28	,	,	PUNCT
easat-3998	104	29	to	to	PART
easat-3998	104	30	predict	predict	VERB
easat-3998	104	31	the	the	DET
easat-3998	104	32	energy	energy	NOUN
easat-3998	104	33	production	production	NOUN
easat-3998	104	34	of	of	ADP
easat-3998	104	35	a	a	DET
easat-3998	104	36	solar	solar	ADJ
easat-3998	104	37	plant	plant	NOUN
easat-3998	104	38	[	[	X
easat-3998	104	39	35][36	35][36	PROPN
easat-3998	104	40	]	]	PUNCT
easat-3998	104	41	.	.	PUNCT
easat-3998	105	1	the	the	DET
easat-3998	105	2	dataset	dataset	NOUN
easat-3998	105	3	contains	contain	VERB
easat-3998	105	4	271,968	271,968	NUM
easat-3998	105	5	records	record	NOUN
easat-3998	105	6	from	from	ADP
easat-3998	105	7	8	8	NUM
easat-3998	105	8	stations	station	NOUN
easat-3998	105	9	with	with	ADP
easat-3998	105	10	different	different	ADJ
easat-3998	105	11	capacities	capacity	NOUN
easat-3998	105	12	.	.	PUNCT
easat-3998	106	1	the	the	DET
easat-3998	106	2	data	datum	NOUN
easat-3998	106	3	for	for	ADP
easat-3998	106	4	one	one	NUM
easat-3998	106	5	station	station	NOUN
easat-3998	106	6	(	(	PUNCT
easat-3998	106	7	station00	station00	NOUN
easat-3998	106	8	)	)	PUNCT
easat-3998	106	9	,	,	PUNCT
easat-3998	106	10	containing	contain	VERB
easat-3998	106	11	approximately	approximately	ADV
easat-3998	106	12	28,896	28,896	NUM
easat-3998	106	13	samples	sample	NOUN
easat-3998	106	14	,	,	PUNCT
easat-3998	106	15	was	be	AUX
easat-3998	106	16	used	use	VERB
easat-3998	106	17	.	.	PUNCT
easat-3998	107	1	the	the	DET
easat-3998	107	2	experimental	experimental	ADJ
easat-3998	107	3	data	datum	NOUN
easat-3998	107	4	used	use	VERB
easat-3998	107	5	for	for	ADP
easat-3998	107	6	training	train	VERB
easat-3998	107	7	the	the	DET
easat-3998	107	8	artificial	artificial	ADJ
easat-3998	107	9	neural	neural	ADJ
easat-3998	107	10	network	network	NOUN
easat-3998	107	11	included	include	VERB
easat-3998	107	12	wind	wind	NOUN
easat-3998	107	13	speed	speed	NOUN
easat-3998	107	14	,	,	PUNCT
easat-3998	107	15	incident	incident	NOUN
easat-3998	107	16	solar	solar	ADJ
easat-3998	107	17	radiation	radiation	NOUN
easat-3998	107	18	,	,	PUNCT
easat-3998	107	19	and	and	CCONJ
easat-3998	107	20	ambient	ambient	ADJ
easat-3998	107	21	9349	9349	NUM
easat-3998	107	22	edelweiss	edelweiss	PROPN
easat-3998	107	23	applied	apply	VERB
easat-3998	107	24	science	science	NOUN
easat-3998	107	25	and	and	CCONJ
easat-3998	107	26	technology	technology	NOUN
easat-3998	107	27	issn	issn	PROPN
easat-3998	107	28	:	:	PUNCT
easat-3998	107	29	2576	2576	NUM
easat-3998	107	30	-	-	SYM
easat-3998	107	31	8484	8484	NUM
easat-3998	107	32	vol	vol	NOUN
easat-3998	107	33	.	.	PROPN
easat-3998	108	1	8	8	NUM
easat-3998	108	2	,	,	PUNCT
easat-3998	108	3	no	no	INTJ
easat-3998	108	4	.	.	NOUN
easat-3998	108	5	6	6	NUM
easat-3998	108	6	:	:	SYM
easat-3998	108	7	9345	9345	NUM
easat-3998	108	8	-	-	SYM
easat-3998	108	9	9355	9355	NUM
easat-3998	108	10	,	,	PUNCT
easat-3998	108	11	2024	2024	NUM
easat-3998	108	12	doi	doi	NOUN
easat-3998	108	13	:	:	PUNCT
easat-3998	108	14	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	108	15	©	©	PROPN
easat-3998	108	16	2024	2024	NUM
easat-3998	108	17	by	by	ADP
easat-3998	108	18	the	the	DET
easat-3998	108	19	authors	author	NOUN
easat-3998	108	20	;	;	PUNCT
easat-3998	109	1	licensee	licensee	PROPN
easat-3998	109	2	learning	learn	VERB
easat-3998	109	3	gate	gate	NOUN
easat-3998	109	4	temperature	temperature	NOUN
easat-3998	109	5	as	as	ADP
easat-3998	109	6	input	input	NOUN
easat-3998	109	7	data	datum	NOUN
easat-3998	109	8	,	,	PUNCT
easat-3998	109	9	while	while	SCONJ
easat-3998	109	10	the	the	DET
easat-3998	109	11	peak	peak	NOUN
easat-3998	109	12	power	power	NOUN
easat-3998	109	13	was	be	AUX
easat-3998	109	14	selected	select	VERB
easat-3998	109	15	as	as	ADP
easat-3998	109	16	the	the	DET
easat-3998	109	17	output	output	NOUN
easat-3998	109	18	parameter	parameter	NOUN
easat-3998	109	19	.	.	PUNCT
easat-3998	110	1	in	in	ADP
easat-3998	110	2	addition	addition	NOUN
easat-3998	110	3	,	,	PUNCT
easat-3998	110	4	the	the	DET
easat-3998	110	5	pearson	pearson	PROPN
easat-3998	110	6	connection	connection	NOUN
easat-3998	110	7	technique	technique	NOUN
easat-3998	110	8	was	be	AUX
easat-3998	110	9	used	use	VERB
easat-3998	110	10	to	to	PART
easat-3998	110	11	identify	identify	VERB
easat-3998	110	12	relevant	relevant	ADJ
easat-3998	110	13	features	feature	NOUN
easat-3998	110	14	in	in	ADP
easat-3998	110	15	analytical	analytical	ADJ
easat-3998	110	16	information	information	NOUN
easat-3998	110	17	,	,	PUNCT
easat-3998	110	18	with	with	ADP
easat-3998	110	19	radiation	radiation	NOUN
easat-3998	110	20	having	have	VERB
easat-3998	110	21	the	the	DET
easat-3998	110	22	greatest	great	ADJ
easat-3998	110	23	effect	effect	NOUN
easat-3998	110	24	on	on	ADP
easat-3998	110	25	energy	energy	NOUN
easat-3998	110	26	production	production	NOUN
easat-3998	110	27	,	,	PUNCT
easat-3998	110	28	followed	follow	VERB
easat-3998	110	29	by	by	ADP
easat-3998	110	30	wind	wind	NOUN
easat-3998	110	31	and	and	CCONJ
easat-3998	110	32	heat	heat	NOUN
easat-3998	110	33	.	.	PUNCT
easat-3998	111	1	the	the	DET
easat-3998	111	2	pv	pv	PROPN
easat-3998	111	3	power	power	NOUN
easat-3998	111	4	plant	plant	NOUN
easat-3998	111	5	station	station	NOUN
easat-3998	111	6	00	00	PUNCT
easat-3998	111	7	boasts	boast	VERB
easat-3998	111	8	a	a	DET
easat-3998	111	9	capacity	capacity	NOUN
easat-3998	111	10	of	of	ADP
easat-3998	111	11	6600	6600	NUM
easat-3998	111	12	kw	kw	NOUN
easat-3998	111	13	,	,	PUNCT
easat-3998	111	14	utilizes	utilize	VERB
easat-3998	111	15	poly	poly	ADJ
easat-3998	111	16	-	-	PUNCT
easat-3998	111	17	silicon	silicon	NOUN
easat-3998	111	18	pv	pv	NOUN
easat-3998	111	19	technology	technology	NOUN
easat-3998	111	20	,	,	PUNCT
easat-3998	111	21	has	have	VERB
easat-3998	111	22	26000	26000	NUM
easat-3998	111	23	panels	panel	NOUN
easat-3998	111	24	,	,	PUNCT
easat-3998	111	25	a	a	DET
easat-3998	111	26	south	south	ADJ
easat-3998	111	27	33	33	NUM
easat-3998	111	28	°	°	PROPN
easat-3998	111	29	array	array	NOUN
easat-3998	111	30	tilt	tilt	NOUN
easat-3998	111	31	,	,	PUNCT
easat-3998	111	32	a	a	DET
easat-3998	111	33	global	global	ADJ
easat-3998	111	34	horizontal	horizontal	ADJ
easat-3998	111	35	irradiance	irradiance	NOUN
easat-3998	111	36	pyranometer	pyranometer	NOUN
easat-3998	111	37	,	,	PUNCT
easat-3998	111	38	and	and	CCONJ
easat-3998	111	39	is	be	AUX
easat-3998	111	40	located	locate	VERB
easat-3998	111	41	at	at	ADP
easat-3998	111	42	latitude	latitude	NOUN
easat-3998	111	43	and	and	CCONJ
easat-3998	111	44	longitude	longitude	NOUN
easat-3998	111	45	of	of	ADP
easat-3998	111	46	38.04778	38.04778	NUM
easat-3998	111	47	°	°	NOUN
easat-3998	111	48	and	and	CCONJ
easat-3998	112	1	114.95139	114.95139	NOUN
easat-3998	112	2	°	°	NOUN
easat-3998	113	1	[	[	X
easat-3998	113	2	24][36	24][36	PROPN
easat-3998	113	3	]	]	X
easat-3998	113	4	.	.	PUNCT
easat-3998	114	1	4.2	4.2	NUM
easat-3998	114	2	.	.	PUNCT
easat-3998	115	1	ann	ann	PROPN
easat-3998	115	2	implementation	implementation	NOUN
easat-3998	115	3	the	the	DET
easat-3998	115	4	implementation	implementation	NOUN
easat-3998	115	5	of	of	ADP
easat-3998	115	6	an	an	DET
easat-3998	115	7	artificial	artificial	ADJ
easat-3998	115	8	neural	neural	ADJ
easat-3998	115	9	network	network	NOUN
easat-3998	115	10	(	(	PUNCT
easat-3998	115	11	ann	ann	PROPN
easat-3998	115	12	)	)	PUNCT
easat-3998	115	13	requires	require	VERB
easat-3998	115	14	considering	consider	VERB
easat-3998	115	15	the	the	DET
easat-3998	115	16	specific	specific	ADJ
easat-3998	115	17	architecture	architecture	NOUN
easat-3998	115	18	and	and	CCONJ
easat-3998	115	19	scenario	scenario	NOUN
easat-3998	115	20	.	.	PUNCT
easat-3998	116	1	the	the	DET
easat-3998	116	2	ann	ann	PROPN
easat-3998	116	3	acts	act	VERB
easat-3998	116	4	as	as	ADP
easat-3998	116	5	a	a	DET
easat-3998	116	6	black	black	ADJ
easat-3998	116	7	box	box	NOUN
easat-3998	116	8	,	,	PUNCT
easat-3998	116	9	adjusting	adjust	VERB
easat-3998	116	10	hyperparameters	hyperparameter	NOUN
easat-3998	116	11	to	to	PART
easat-3998	116	12	achieve	achieve	VERB
easat-3998	116	13	the	the	DET
easat-3998	116	14	highest	high	ADJ
easat-3998	116	15	slope	slope	NOUN
easat-3998	116	16	value	value	NOUN
easat-3998	116	17	and	and	CCONJ
easat-3998	116	18	lowest	low	ADJ
easat-3998	116	19	mse	mse	PROPN
easat-3998	116	20	.	.	PUNCT
easat-3998	117	1	levenberg	levenberg	PROPN
easat-3998	117	2	marquardt	marquardt	PROPN
easat-3998	117	3	(	(	PUNCT
easat-3998	117	4	lm	lm	INTJ
easat-3998	117	5	)	)	PUNCT
easat-3998	117	6	algorithms	algorithm	NOUN
easat-3998	117	7	are	be	AUX
easat-3998	117	8	used	use	VERB
easat-3998	117	9	,	,	PUNCT
easat-3998	117	10	with	with	ADP
easat-3998	117	11	layer	layer	NOUN
easat-3998	117	12	size	size	NOUN
easat-3998	117	13	10	10	NUM
easat-3998	117	14	chosen	choose	VERB
easat-3998	117	15	for	for	ADP
easat-3998	117	16	superior	superior	ADJ
easat-3998	117	17	training	training	NOUN
easat-3998	117	18	,	,	PUNCT
easat-3998	117	19	validation	validation	NOUN
easat-3998	117	20	,	,	PUNCT
easat-3998	117	21	and	and	CCONJ
easat-3998	117	22	test	test	NOUN
easat-3998	117	23	accuracy	accuracy	NOUN
easat-3998	117	24	.	.	PUNCT
easat-3998	118	1	training	training	NOUN
easat-3998	118	2	is	be	AUX
easat-3998	118	3	terminated	terminate	VERB
easat-3998	118	4	when	when	SCONJ
easat-3998	118	5	performance	performance	NOUN
easat-3998	118	6	or	or	CCONJ
easat-3998	118	7	progression	progression	NOUN
easat-3998	118	8	conditions	condition	NOUN
easat-3998	118	9	are	be	AUX
easat-3998	118	10	met	meet	VERB
easat-3998	118	11	.	.	PUNCT
easat-3998	119	1	the	the	DET
easat-3998	119	2	change	change	NOUN
easat-3998	119	3	in	in	ADP
easat-3998	119	4	mean	mean	ADJ
easat-3998	119	5	squared	square	VERB
easat-3998	119	6	error	error	NOUN
easat-3998	119	7	(	(	PUNCT
easat-3998	119	8	mse	mse	NOUN
easat-3998	119	9	)	)	PUNCT
easat-3998	119	10	across	across	ADP
easat-3998	119	11	the	the	DET
easat-3998	119	12	54	54	NUM
easat-3998	119	13	iterations	iteration	NOUN
easat-3998	119	14	of	of	ADP
easat-3998	119	15	the	the	DET
easat-3998	119	16	lm	lm	PROPN
easat-3998	119	17	algorithm	algorithm	PROPN
easat-3998	119	18	's	's	PART
easat-3998	119	19	training	training	NOUN
easat-3998	119	20	,	,	PUNCT
easat-3998	119	21	testing	testing	NOUN
easat-3998	119	22	,	,	PUNCT
easat-3998	119	23	and	and	CCONJ
easat-3998	119	24	validation	validation	NOUN
easat-3998	119	25	phases	phase	NOUN
easat-3998	119	26	is	be	AUX
easat-3998	119	27	shown	show	VERB
easat-3998	119	28	in	in	ADP
easat-3998	119	29	figure	figure	NOUN
easat-3998	119	30	3	3	NUM
easat-3998	119	31	.	.	PUNCT
easat-3998	119	32	with	with	ADP
easat-3998	119	33	each	each	DET
easat-3998	119	34	iteration	iteration	NOUN
easat-3998	119	35	,	,	PUNCT
easat-3998	119	36	the	the	DET
easat-3998	119	37	image	image	NOUN
easat-3998	119	38	shows	show	VERB
easat-3998	119	39	how	how	SCONJ
easat-3998	119	40	the	the	DET
easat-3998	119	41	mean	mean	ADJ
easat-3998	119	42	squared	square	VERB
easat-3998	119	43	error	error	NOUN
easat-3998	119	44	(	(	PUNCT
easat-3998	119	45	mse	mse	NOUN
easat-3998	119	46	)	)	PUNCT
easat-3998	119	47	value	value	NOUN
easat-3998	119	48	changes	change	NOUN
easat-3998	119	49	.	.	PUNCT
easat-3998	120	1	the	the	DET
easat-3998	120	2	most	most	ADV
easat-3998	120	3	impressive	impressive	ADJ
easat-3998	120	4	validation	validation	NOUN
easat-3998	120	5	performance	performance	NOUN
easat-3998	120	6	is	be	AUX
easat-3998	120	7	shown	show	VERB
easat-3998	120	8	in	in	ADP
easat-3998	120	9	epoch	epoch	PROPN
easat-3998	120	10	86	86	NUM
easat-3998	120	11	,	,	PUNCT
easat-3998	120	12	which	which	PRON
easat-3998	120	13	has	have	VERB
easat-3998	120	14	an	an	DET
easat-3998	120	15	mse	mse	NOUN
easat-3998	120	16	of	of	ADP
easat-3998	120	17	0.05759	0.05759	NUM
easat-3998	120	18	.	.	PUNCT
easat-3998	121	1	figure	figure	NOUN
easat-3998	121	2	3	3	NUM
easat-3998	121	3	.	.	PUNCT
easat-3998	121	4	lm	lm	VERB
easat-3998	121	5	-	-	PUNCT
easat-3998	121	6	trained	train	VERB
easat-3998	121	7	anns	anns	NOUN
easat-3998	121	8	'	'	PART
easat-3998	121	9	mean	mean	NOUN
easat-3998	121	10	squared	square	VERB
easat-3998	121	11	error	error	NOUN
easat-3998	121	12	vs.	vs.	ADP
easat-3998	121	13	epoch	epoch	NOUN
easat-3998	121	14	count	count	NOUN
easat-3998	121	15	.	.	PUNCT
easat-3998	122	1	in	in	ADP
easat-3998	122	2	figure	figure	NOUN
easat-3998	122	3	4	4	NUM
easat-3998	122	4	,	,	PUNCT
easat-3998	122	5	the	the	PRON
easat-3998	122	6	closer	close	ADV
easat-3998	122	7	the	the	DET
easat-3998	122	8	numbers	number	NOUN
easat-3998	122	9	are	be	AUX
easat-3998	122	10	to	to	ADP
easat-3998	122	11	1	1	NUM
easat-3998	122	12	on	on	ADP
easat-3998	122	13	a	a	DET
easat-3998	122	14	regression	regression	NOUN
easat-3998	122	15	plot	plot	NOUN
easat-3998	122	16	,	,	PUNCT
easat-3998	122	17	which	which	PRON
easat-3998	122	18	illustrates	illustrate	VERB
easat-3998	122	19	how	how	SCONJ
easat-3998	122	20	well	well	ADV
easat-3998	122	21	the	the	DET
easat-3998	122	22	anticipated	anticipated	ADJ
easat-3998	122	23	and	and	CCONJ
easat-3998	122	24	actual	actual	ADJ
easat-3998	122	25	target	target	NOUN
easat-3998	122	26	values	value	NOUN
easat-3998	122	27	match	match	VERB
easat-3998	122	28	up	up	ADP
easat-3998	122	29	,	,	PUNCT
easat-3998	122	30	the	the	PRON
easat-3998	122	31	better	well	ADJ
easat-3998	122	32	.	.	PUNCT
easat-3998	123	1	training	training	NOUN
easat-3998	123	2	,	,	PUNCT
easat-3998	123	3	validation	validation	NOUN
easat-3998	123	4	,	,	PUNCT
easat-3998	123	5	and	and	CCONJ
easat-3998	123	6	testing	testing	NOUN
easat-3998	123	7	values	value	NOUN
easat-3998	123	8	for	for	ADP
easat-3998	123	9	the	the	DET
easat-3998	123	10	lm	lm	ADJ
easat-3998	123	11	method	method	NOUN
easat-3998	123	12	used	use	VERB
easat-3998	123	13	in	in	ADP
easat-3998	123	14	this	this	DET
easat-3998	123	15	study	study	NOUN
easat-3998	123	16	are	be	AUX
easat-3998	123	17	0.98508	0.98508	NUM
easat-3998	123	18	,	,	PUNCT
easat-3998	123	19	0.98386	0.98386	NUM
easat-3998	123	20	,	,	PUNCT
easat-3998	123	21	and	and	CCONJ
easat-3998	123	22	0.98506	0.98506	NUM
easat-3998	123	23	,	,	PUNCT
easat-3998	123	24	respectively	respectively	ADV
easat-3998	123	25	.	.	PUNCT
easat-3998	124	1	when	when	SCONJ
easat-3998	124	2	all	all	DET
easat-3998	124	3	phases	phase	NOUN
easat-3998	124	4	are	be	AUX
easat-3998	124	5	combined	combine	VERB
easat-3998	124	6	,	,	PUNCT
easat-3998	124	7	the	the	DET
easat-3998	124	8	regression	regression	NOUN
easat-3998	124	9	value	value	NOUN
easat-3998	124	10	is	be	AUX
easat-3998	124	11	0.98489	0.98489	NUM
easat-3998	124	12	.	.	PUNCT
easat-3998	124	13	table	table	NOUN
easat-3998	124	14	1	1	NUM
easat-3998	124	15	displays	display	VERB
easat-3998	124	16	the	the	DET
easat-3998	124	17	training	training	NOUN
easat-3998	124	18	outcomes	outcome	NOUN
easat-3998	124	19	and	and	CCONJ
easat-3998	124	20	the	the	DET
easat-3998	124	21	total	total	ADJ
easat-3998	124	22	time	time	NOUN
easat-3998	124	23	that	that	PRON
easat-3998	124	24	has	have	AUX
easat-3998	124	25	passed	pass	VERB
easat-3998	124	26	.	.	PUNCT
easat-3998	125	1	table	table	NOUN
easat-3998	125	2	1	1	NUM
easat-3998	125	3	.	.	PUNCT
easat-3998	126	1	ann	ann	PROPN
easat-3998	126	2	training	training	NOUN
easat-3998	126	3	outcomes	outcome	NOUN
easat-3998	126	4	using	use	VERB
easat-3998	126	5	the	the	DET
easat-3998	126	6	lm	lm	ADJ
easat-3998	126	7	method	method	NOUN
easat-3998	126	8	.	.	PUNCT
easat-3998	127	1	epoch	epoch	PROPN
easat-3998	127	2	performance	performance	NOUN
easat-3998	127	3	elapsed	elapse	VERB
easat-3998	127	4	time	time	NOUN
easat-3998	127	5	mu	mu	PROPN
easat-3998	127	6	validation	validation	PROPN
easat-3998	127	7	checks	check	VERB
easat-3998	127	8	initial	initial	ADJ
easat-3998	127	9	value	value	NOUN
easat-3998	127	10	0	0	NUM
easat-3998	127	11	17.1	17.1	NUM
easat-3998	127	12	0.001	0.001	NUM
easat-3998	127	13	0	0	NUM
easat-3998	127	14	current	current	ADJ
easat-3998	127	15	value	value	NOUN
easat-3998	128	1	92	92	NUM
easat-3998	128	2	0.0535	0.0535	NUM
easat-3998	128	3	0:00:15	0:00:15	NUM
easat-3998	128	4	1.00e-05	1.00e-05	NUM
easat-3998	128	5	6	6	NUM
easat-3998	128	6	target	target	NOUN
easat-3998	128	7	value	value	NOUN
easat-3998	128	8	1000	1000	NUM
easat-3998	128	9	0	0	NUM
easat-3998	128	10	1.00e+10	1.00e+10	NUM
easat-3998	128	11	6	6	NUM
easat-3998	128	12	9350	9350	NUM
easat-3998	128	13	edelweiss	edelweiss	PROPN
easat-3998	128	14	applied	apply	VERB
easat-3998	128	15	science	science	NOUN
easat-3998	128	16	and	and	CCONJ
easat-3998	128	17	technology	technology	NOUN
easat-3998	128	18	issn	issn	PROPN
easat-3998	128	19	:	:	PUNCT
easat-3998	128	20	2576	2576	NUM
easat-3998	128	21	-	-	SYM
easat-3998	128	22	8484	8484	NUM
easat-3998	128	23	vol	vol	NOUN
easat-3998	128	24	.	.	PROPN
easat-3998	128	25	8	8	NUM
easat-3998	128	26	,	,	PUNCT
easat-3998	128	27	no	no	INTJ
easat-3998	128	28	.	.	NOUN
easat-3998	128	29	6	6	NUM
easat-3998	128	30	:	:	SYM
easat-3998	128	31	9345	9345	NUM
easat-3998	128	32	-	-	SYM
easat-3998	128	33	9355	9355	NUM
easat-3998	128	34	,	,	PUNCT
easat-3998	128	35	2024	2024	NUM
easat-3998	128	36	doi	doi	NOUN
easat-3998	128	37	:	:	PUNCT
easat-3998	128	38	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	128	39	©	©	PROPN
easat-3998	128	40	2024	2024	NUM
easat-3998	128	41	by	by	ADP
easat-3998	128	42	the	the	DET
easat-3998	128	43	authors	author	NOUN
easat-3998	128	44	;	;	PUNCT
easat-3998	128	45	licensee	licensee	PROPN
easat-3998	128	46	learning	learn	VERB
easat-3998	128	47	gate	gate	NOUN
easat-3998	128	48	figure	figure	NOUN
easat-3998	128	49	4	4	NUM
easat-3998	128	50	.	.	PUNCT
easat-3998	128	51	shows	show	VERB
easat-3998	128	52	the	the	DET
easat-3998	128	53	results	result	NOUN
easat-3998	128	54	of	of	ADP
easat-3998	128	55	a	a	DET
easat-3998	128	56	regression	regression	NOUN
easat-3998	128	57	analysis	analysis	NOUN
easat-3998	128	58	on	on	ADP
easat-3998	128	59	artificial	artificial	ADJ
easat-3998	128	60	neural	neural	ADJ
easat-3998	128	61	networks	network	NOUN
easat-3998	128	62	(	(	PUNCT
easat-3998	128	63	anns	anns	NOUN
easat-3998	128	64	)	)	PUNCT
easat-3998	128	65	trained	train	VERB
easat-3998	128	66	using	use	VERB
easat-3998	128	67	the	the	DET
easat-3998	128	68	lm	lm	ADJ
easat-3998	128	69	method	method	NOUN
easat-3998	128	70	.	.	PUNCT
easat-3998	129	1	data	datum	NOUN
easat-3998	129	2	normalization	normalization	NOUN
easat-3998	129	3	may	may	AUX
easat-3998	129	4	allow	allow	VERB
easat-3998	129	5	for	for	ADP
easat-3998	129	6	an	an	DET
easat-3998	129	7	improvement	improvement	NOUN
easat-3998	129	8	in	in	ADP
easat-3998	129	9	the	the	DET
easat-3998	129	10	correlation	correlation	NOUN
easat-3998	129	11	coefficient	coefficient	NOUN
easat-3998	129	12	between	between	ADP
easat-3998	129	13	independent	independent	ADJ
easat-3998	129	14	and	and	CCONJ
easat-3998	129	15	dependent	dependent	ADJ
easat-3998	129	16	parameters	parameter	NOUN
easat-3998	129	17	.	.	PUNCT
easat-3998	130	1	what	what	PRON
easat-3998	130	2	follows	follow	VERB
easat-3998	130	3	is	be	AUX
easat-3998	130	4	a	a	DET
easat-3998	130	5	normalization	normalization	NOUN
easat-3998	130	6	of	of	ADP
easat-3998	130	7	the	the	DET
easat-3998	130	8	inputs	input	NOUN
easat-3998	130	9	and	and	CCONJ
easat-3998	130	10	outputs	output	NOUN
easat-3998	130	11	inside	inside	ADP
easat-3998	130	12	the	the	DET
easat-3998	130	13	interval	interval	NOUN
easat-3998	130	14	(	(	PUNCT
easat-3998	130	15	-1,1	-1,1	NOUN
easat-3998	130	16	):	):	PUNCT
easat-3998	130	17	𝑁	𝑁	PROPN
easat-3998	130	18	=	=	SYM
easat-3998	130	19	(	(	PUNCT
easat-3998	130	20	2	2	NUM
easat-3998	130	21	×	×	NOUN
easat-3998	130	22	(	(	PUNCT
easat-3998	130	23	𝐷𝑜−𝐷𝑚𝑖𝑛	𝐷𝑜−𝐷𝑚𝑖𝑛	PROPN
easat-3998	130	24	𝐷𝑚𝑎𝑥−𝐷𝑚𝑖𝑛	𝐷𝑚𝑎𝑥−𝐷𝑚𝑖𝑛	NOUN
easat-3998	130	25	)	)	PUNCT
easat-3998	131	1	−	−	ADP
easat-3998	132	1	1	1	NUM
easat-3998	132	2	)	)	PUNCT
easat-3998	132	3	(	(	PUNCT
easat-3998	132	4	5	5	NUM
easat-3998	132	5	)	)	PUNCT
easat-3998	132	6	in	in	ADP
easat-3998	132	7	this	this	DET
easat-3998	132	8	context	context	NOUN
easat-3998	132	9	,	,	PUNCT
easat-3998	132	10	do	do	AUX
easat-3998	132	11	represents	represent	VERB
easat-3998	132	12	the	the	DET
easat-3998	132	13	initial	initial	ADJ
easat-3998	132	14	data	datum	NOUN
easat-3998	132	15	,	,	PUNCT
easat-3998	132	16	dmin	dmin	PROPN
easat-3998	132	17	represents	represent	VERB
easat-3998	132	18	its	its	PRON
easat-3998	132	19	lowest	low	ADJ
easat-3998	132	20	value	value	NOUN
easat-3998	132	21	,	,	PUNCT
easat-3998	132	22	dmax	dmax	X
easat-3998	132	23	represents	represent	VERB
easat-3998	132	24	its	its	PRON
easat-3998	132	25	maximum	maximum	ADJ
easat-3998	132	26	value	value	NOUN
easat-3998	132	27	,	,	PUNCT
easat-3998	132	28	and	and	CCONJ
easat-3998	132	29	n	n	PRON
easat-3998	132	30	represents	represent	VERB
easat-3998	132	31	the	the	DET
easat-3998	132	32	normalized	normalized	ADJ
easat-3998	132	33	outcome	outcome	NOUN
easat-3998	132	34	.	.	PUNCT
easat-3998	133	1	ann	ann	PROPN
easat-3998	133	2	aims	aim	VERB
easat-3998	133	3	to	to	PART
easat-3998	133	4	properly	properly	ADV
easat-3998	133	5	predict	predict	VERB
easat-3998	133	6	internal	internal	ADJ
easat-3998	133	7	parameters	parameter	NOUN
easat-3998	133	8	using	use	VERB
easat-3998	133	9	the	the	DET
easat-3998	133	10	linear	linear	ADJ
easat-3998	133	11	correlation	correlation	NOUN
easat-3998	133	12	coefficient	coefficient	NOUN
easat-3998	133	13	(	(	PUNCT
easat-3998	133	14	r	r	NOUN
easat-3998	133	15	)	)	PUNCT
easat-3998	133	16	and	and	CCONJ
easat-3998	133	17	mean	mean	VERB
easat-3998	133	18	squared	square	VERB
easat-3998	133	19	error	error	NOUN
easat-3998	133	20	(	(	PUNCT
easat-3998	133	21	mse	mse	NOUN
easat-3998	133	22	)	)	PUNCT
easat-3998	133	23	.	.	PUNCT
easat-3998	134	1	training	training	NOUN
easat-3998	134	2	requires	require	VERB
easat-3998	134	3	adequate	adequate	ADJ
easat-3998	134	4	data	datum	NOUN
easat-3998	134	5	.	.	PUNCT
easat-3998	135	1	after	after	ADP
easat-3998	135	2	successful	successful	ADJ
easat-3998	135	3	network	network	NOUN
easat-3998	135	4	training	training	NOUN
easat-3998	135	5	,	,	PUNCT
easat-3998	135	6	test	test	NOUN
easat-3998	135	7	data	datum	NOUN
easat-3998	135	8	was	be	AUX
easat-3998	135	9	used	use	VERB
easat-3998	135	10	to	to	PART
easat-3998	135	11	evaluate	evaluate	VERB
easat-3998	135	12	the	the	DET
easat-3998	135	13	network	network	NOUN
easat-3998	135	14	.	.	PUNCT
easat-3998	136	1	5	5	X
easat-3998	136	2	.	.	X
easat-3998	136	3	results	result	NOUN
easat-3998	136	4	and	and	CCONJ
easat-3998	136	5	discussion	discussion	VERB
easat-3998	136	6	the	the	DET
easat-3998	136	7	artificial	artificial	ADJ
easat-3998	136	8	neural	neural	ADJ
easat-3998	136	9	network	network	NOUN
easat-3998	136	10	(	(	PUNCT
easat-3998	136	11	ann	ann	PROPN
easat-3998	136	12	)	)	PUNCT
easat-3998	136	13	in	in	ADP
easat-3998	136	14	this	this	DET
easat-3998	136	15	research	research	NOUN
easat-3998	136	16	was	be	AUX
easat-3998	136	17	trained	train	VERB
easat-3998	136	18	using	use	VERB
easat-3998	136	19	a	a	DET
easat-3998	136	20	dataset	dataset	NOUN
easat-3998	136	21	of	of	ADP
easat-3998	136	22	28,896	28,896	NUM
easat-3998	136	23	experimental	experimental	ADJ
easat-3998	136	24	datapoints	datapoint	NOUN
easat-3998	136	25	for	for	ADP
easat-3998	136	26	photovoltaic	photovoltaic	NOUN
easat-3998	136	27	power	power	NOUN
easat-3998	136	28	output	output	NOUN
easat-3998	136	29	from	from	ADP
easat-3998	136	30	the	the	DET
easat-3998	136	31	science	science	NOUN
easat-3998	136	32	data	data	PROPN
easat-3998	136	33	bank	bank	PROPN
easat-3998	136	34	and	and	CCONJ
easat-3998	136	35	reference	reference	PROPN
easat-3998	136	36	9351	9351	NUM
easat-3998	136	37	edelweiss	edelweiss	PROPN
easat-3998	136	38	applied	apply	VERB
easat-3998	136	39	science	science	NOUN
easat-3998	136	40	and	and	CCONJ
easat-3998	136	41	technology	technology	NOUN
easat-3998	136	42	issn	issn	PROPN
easat-3998	136	43	:	:	PUNCT
easat-3998	136	44	2576	2576	NUM
easat-3998	136	45	-	-	SYM
easat-3998	136	46	8484	8484	NUM
easat-3998	136	47	vol	vol	NOUN
easat-3998	136	48	.	.	PROPN
easat-3998	136	49	8	8	NUM
easat-3998	136	50	,	,	PUNCT
easat-3998	136	51	no	no	INTJ
easat-3998	136	52	.	.	NOUN
easat-3998	137	1	6	6	NUM
easat-3998	137	2	:	:	SYM
easat-3998	137	3	9345	9345	NUM
easat-3998	137	4	-	-	SYM
easat-3998	137	5	9355	9355	NUM
easat-3998	137	6	,	,	PUNCT
easat-3998	137	7	2024	2024	NUM
easat-3998	137	8	doi	doi	NOUN
easat-3998	137	9	:	:	PUNCT
easat-3998	137	10	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	137	11	©	©	PROPN
easat-3998	137	12	2024	2024	NUM
easat-3998	137	13	by	by	ADP
easat-3998	137	14	the	the	DET
easat-3998	137	15	authors	author	NOUN
easat-3998	137	16	;	;	PUNCT
easat-3998	137	17	licensee	licensee	PROPN
easat-3998	137	18	learning	learn	VERB
easat-3998	137	19	gate	gate	NOUN
easat-3998	137	20	pvod	pvod	NOUN
easat-3998	138	1	[	[	X
easat-3998	138	2	35	35	NUM
easat-3998	138	3	]	]	PUNCT
easat-3998	138	4	.	.	PUNCT
easat-3998	139	1	in	in	ADP
easat-3998	139	2	addition	addition	NOUN
easat-3998	139	3	,	,	PUNCT
easat-3998	139	4	the	the	DET
easat-3998	139	5	training	training	NOUN
easat-3998	139	6	process	process	NOUN
easat-3998	139	7	used	use	VERB
easat-3998	139	8	20,227	20,227	NUM
easat-3998	139	9	records	record	NOUN
easat-3998	139	10	(	(	PUNCT
easat-3998	139	11	70	70	NUM
easat-3998	139	12	%	%	NOUN
easat-3998	139	13	)	)	PUNCT
easat-3998	139	14	of	of	ADP
easat-3998	139	15	the	the	DET
easat-3998	139	16	data	datum	NOUN
easat-3998	139	17	.	.	PUNCT
easat-3998	140	1	validation	validation	NOUN
easat-3998	140	2	and	and	CCONJ
easat-3998	140	3	testing	testing	NOUN
easat-3998	140	4	each	each	PRON
easat-3998	140	5	received	receive	VERB
easat-3998	140	6	4,335	4,335	NUM
easat-3998	140	7	records	record	NOUN
easat-3998	140	8	(	(	PUNCT
easat-3998	140	9	15	15	NUM
easat-3998	140	10	%	%	NOUN
easat-3998	140	11	)	)	PUNCT
easat-3998	140	12	of	of	ADP
easat-3998	140	13	the	the	DET
easat-3998	140	14	data	datum	NOUN
easat-3998	140	15	serving	serve	VERB
easat-3998	140	16	each	each	DET
easat-3998	140	17	purpose	purpose	NOUN
easat-3998	140	18	.	.	PUNCT
easat-3998	141	1	the	the	DET
easat-3998	141	2	lm	lm	PROPN
easat-3998	141	3	method	method	NOUN
easat-3998	141	4	,	,	PUNCT
easat-3998	141	5	which	which	PRON
easat-3998	141	6	uses	use	VERB
easat-3998	141	7	a	a	DET
easat-3998	141	8	hidden	hide	VERB
easat-3998	141	9	layer	layer	NOUN
easat-3998	141	10	of	of	ADP
easat-3998	141	11	10	10	NUM
easat-3998	141	12	neurons	neuron	NOUN
easat-3998	141	13	,	,	PUNCT
easat-3998	141	14	produced	produce	VERB
easat-3998	141	15	the	the	DET
easat-3998	141	16	best	good	ADJ
easat-3998	141	17	results	result	NOUN
easat-3998	141	18	with	with	ADP
easat-3998	141	19	the	the	DET
easat-3998	141	20	lowest	low	ADJ
easat-3998	141	21	amount	amount	NOUN
easat-3998	141	22	of	of	ADP
easat-3998	141	23	accuracy	accuracy	NOUN
easat-3998	141	24	.	.	PUNCT
easat-3998	142	1	table	table	NOUN
easat-3998	142	2	2	2	NUM
easat-3998	142	3	shows	show	VERB
easat-3998	142	4	the	the	DET
easat-3998	142	5	performance	performance	NOUN
easat-3998	142	6	metrics	metric	NOUN
easat-3998	142	7	for	for	ADP
easat-3998	142	8	the	the	DET
easat-3998	142	9	ann	ann	PROPN
easat-3998	142	10	,	,	PUNCT
easat-3998	142	11	including	include	VERB
easat-3998	142	12	mse	mse	NOUN
easat-3998	142	13	,	,	PUNCT
easat-3998	142	14	nmse	nmse	PROPN
easat-3998	142	15	,	,	PUNCT
easat-3998	142	16	mae	mae	PROPN
easat-3998	142	17	,	,	PUNCT
easat-3998	142	18	min	min	PROPN
easat-3998	142	19	and	and	CCONJ
easat-3998	142	20	max	max	PROPN
easat-3998	142	21	absolute	absolute	ADJ
easat-3998	142	22	errors	error	NOUN
easat-3998	142	23	,	,	PUNCT
easat-3998	142	24	and	and	CCONJ
easat-3998	142	25	linear	linear	ADJ
easat-3998	142	26	correlation	correlation	NOUN
easat-3998	142	27	coefficient	coefficient	NOUN
easat-3998	142	28	(	(	PUNCT
easat-3998	142	29	r	r	NOUN
easat-3998	142	30	)	)	PUNCT
easat-3998	142	31	.	.	PUNCT
easat-3998	143	1	figure	figure	VERB
easat-3998	143	2	6	6	NUM
easat-3998	143	3	depicts	depict	VERB
easat-3998	143	4	the	the	DET
easat-3998	143	5	mistakes	mistake	NOUN
easat-3998	143	6	that	that	PRON
easat-3998	143	7	occurred	occur	VERB
easat-3998	143	8	throughout	throughout	ADP
easat-3998	143	9	training	training	NOUN
easat-3998	143	10	,	,	PUNCT
easat-3998	143	11	validation	validation	NOUN
easat-3998	143	12	,	,	PUNCT
easat-3998	143	13	and	and	CCONJ
easat-3998	143	14	testing	testing	NOUN
easat-3998	143	15	.	.	PUNCT
easat-3998	144	1	because	because	SCONJ
easat-3998	144	2	there	there	PRON
easat-3998	144	3	appears	appear	VERB
easat-3998	144	4	to	to	PART
easat-3998	144	5	be	be	AUX
easat-3998	144	6	no	no	DET
easat-3998	144	7	significant	significant	ADJ
easat-3998	144	8	overfitting	overfitting	NOUN
easat-3998	144	9	and	and	CCONJ
easat-3998	144	10	the	the	DET
easat-3998	144	11	test	test	NOUN
easat-3998	144	12	and	and	CCONJ
easat-3998	144	13	validation	validation	NOUN
easat-3998	144	14	sets	set	NOUN
easat-3998	144	15	errors	error	NOUN
easat-3998	144	16	have	have	VERB
easat-3998	144	17	comparable	comparable	ADJ
easat-3998	144	18	characteristics	characteristic	NOUN
easat-3998	144	19	,	,	PUNCT
easat-3998	144	20	the	the	DET
easat-3998	144	21	outcome	outcome	NOUN
easat-3998	144	22	is	be	AUX
easat-3998	144	23	credible	credible	ADJ
easat-3998	144	24	.	.	PUNCT
easat-3998	145	1	the	the	DET
easat-3998	145	2	optimal	optimal	ADJ
easat-3998	145	3	validation	validation	NOUN
easat-3998	145	4	performance	performance	NOUN
easat-3998	145	5	was	be	AUX
easat-3998	145	6	achieved	achieve	VERB
easat-3998	145	7	after	after	ADP
easat-3998	145	8	86	86	NUM
easat-3998	145	9	iterations	iteration	NOUN
easat-3998	145	10	,	,	PUNCT
easat-3998	145	11	at	at	ADP
easat-3998	145	12	which	which	DET
easat-3998	145	13	point	point	NOUN
easat-3998	145	14	the	the	DET
easat-3998	145	15	training	training	NOUN
easat-3998	145	16	was	be	AUX
easat-3998	145	17	terminated	terminate	VERB
easat-3998	145	18	.	.	PUNCT
easat-3998	146	1	the	the	DET
easat-3998	146	2	graphic	graphic	NOUN
easat-3998	146	3	also	also	ADV
easat-3998	146	4	displays	display	VERB
easat-3998	146	5	the	the	DET
easat-3998	146	6	network	network	NOUN
easat-3998	146	7	's	's	PART
easat-3998	146	8	mean	mean	ADJ
easat-3998	146	9	square	square	NOUN
easat-3998	146	10	error	error	NOUN
easat-3998	146	11	,	,	PUNCT
easat-3998	146	12	which	which	PRON
easat-3998	146	13	starts	start	VERB
easat-3998	146	14	out	out	ADP
easat-3998	146	15	big	big	ADJ
easat-3998	146	16	and	and	CCONJ
easat-3998	146	17	gradually	gradually	ADV
easat-3998	146	18	decreases	decrease	VERB
easat-3998	146	19	to	to	ADP
easat-3998	146	20	a	a	DET
easat-3998	146	21	lower	low	ADJ
easat-3998	146	22	amount	amount	NOUN
easat-3998	146	23	.	.	PUNCT
easat-3998	147	1	what	what	PRON
easat-3998	147	2	this	this	PRON
easat-3998	147	3	means	mean	VERB
easat-3998	147	4	is	be	AUX
easat-3998	147	5	that	that	SCONJ
easat-3998	147	6	the	the	DET
easat-3998	147	7	network	network	NOUN
easat-3998	147	8	is	be	AUX
easat-3998	147	9	really	really	ADV
easat-3998	147	10	learning	learn	VERB
easat-3998	147	11	.	.	PUNCT
easat-3998	148	1	using	use	VERB
easat-3998	148	2	the	the	DET
easat-3998	148	3	weights	weight	NOUN
easat-3998	148	4	of	of	ADP
easat-3998	148	5	the	the	DET
easat-3998	148	6	algorithm	algorithm	NOUN
easat-3998	148	7	,	,	PUNCT
easat-3998	148	8	a	a	DET
easat-3998	148	9	formula	formula	NOUN
easat-3998	148	10	for	for	ADP
easat-3998	148	11	predicting	predict	VERB
easat-3998	148	12	the	the	DET
easat-3998	148	13	station	station	NOUN
easat-3998	148	14	's	's	PART
easat-3998	148	15	output	output	NOUN
easat-3998	148	16	power	power	NOUN
easat-3998	148	17	was	be	AUX
easat-3998	148	18	built	build	VERB
easat-3998	148	19	based	base	VERB
easat-3998	148	20	on	on	ADP
easat-3998	148	21	the	the	DET
easat-3998	148	22	network	network	NOUN
easat-3998	148	23	training	training	NOUN
easat-3998	148	24	described	describe	VERB
easat-3998	148	25	above	above	ADV
easat-3998	148	26	.	.	PUNCT
easat-3998	149	1	equation	equation	NOUN
easat-3998	149	2	6	6	NUM
easat-3998	149	3	uses	use	VERB
easat-3998	149	4	the	the	DET
easat-3998	149	5	tansig	tansig	NOUN
easat-3998	149	6	transfer	transfer	NOUN
easat-3998	149	7	function	function	NOUN
easat-3998	149	8	as	as	ADP
easat-3998	149	9	the	the	DET
easat-3998	149	10	activation	activation	NOUN
easat-3998	149	11	function	function	NOUN
easat-3998	149	12	in	in	ADP
easat-3998	149	13	the	the	DET
easat-3998	149	14	hidden	hide	VERB
easat-3998	149	15	layer	layer	NOUN
easat-3998	149	16	.	.	PUNCT
easat-3998	150	1	𝐴𝑖	𝐴𝑖	ADV
easat-3998	150	2	=	=	SYM
easat-3998	150	3	2	2	NUM
easat-3998	150	4	1+exp⁡(−2𝐸𝑖	1+exp⁡(−2𝐸𝑖	NUM
easat-3998	150	5	)	)	PUNCT
easat-3998	151	1	−	−	NOUN
easat-3998	152	1	1,⁡⁡⁡⁡⁡⁡𝑖	1,⁡⁡⁡⁡⁡⁡𝑖	NUM
easat-3998	152	2	=	=	SYM
easat-3998	152	3	1	1	NUM
easat-3998	152	4	:	:	SYM
easat-3998	152	5	10⁡⁡⁡⁡⁡⁡	10⁡⁡⁡⁡⁡⁡	NUM
easat-3998	152	6	(	(	PUNCT
easat-3998	152	7	6	6	NUM
easat-3998	152	8	)	)	PUNCT
easat-3998	152	9	where	where	SCONJ
easat-3998	152	10	the	the	DET
easat-3998	152	11	values	value	NOUN
easat-3998	152	12	of	of	ADP
easat-3998	152	13	ei	ei	NOUN
easat-3998	152	14	are	be	AUX
easat-3998	152	15	shown	show	VERB
easat-3998	152	16	in	in	ADP
easat-3998	152	17	table	table	NOUN
easat-3998	152	18	3	3	NUM
easat-3998	152	19	.	.	PUNCT
easat-3998	153	1	the	the	DET
easat-3998	153	2	estimated	estimate	VERB
easat-3998	153	3	output	output	NOUN
easat-3998	153	4	power	power	NOUN
easat-3998	153	5	of	of	ADP
easat-3998	153	6	station	station	NOUN
easat-3998	153	7	00	00	PUNCT
easat-3998	153	8	(	(	PUNCT
easat-3998	153	9	op00	op00	PROPN
easat-3998	153	10	)	)	PUNCT
easat-3998	153	11	was	be	AUX
easat-3998	153	12	thus	thus	ADV
easat-3998	153	13	made	make	VERB
easat-3998	153	14	possible	possible	ADJ
easat-3998	153	15	by	by	ADP
easat-3998	153	16	eqs	eqs	PROPN
easat-3998	153	17	.	.	PUNCT
easat-3998	154	1	(	(	PUNCT
easat-3998	154	2	6	6	NUM
easat-3998	154	3	)	)	PUNCT
easat-3998	154	4	and	and	CCONJ
easat-3998	154	5	(	(	PUNCT
easat-3998	154	6	7	7	NUM
easat-3998	154	7	)	)	PUNCT
easat-3998	154	8	.	.	PUNCT
easat-3998	155	1	𝑂𝑃00	𝑂𝑃00	ADV
easat-3998	155	2	=	=	PUNCT
easat-3998	155	3	𝑓(𝐺	𝑓(𝐺	ADJ
easat-3998	155	4	,	,	PUNCT
easat-3998	155	5	𝑇,𝑊	𝑇,𝑊	NOUN
easat-3998	155	6	)	)	PUNCT
easat-3998	155	7	𝑂𝑃00	𝑂𝑃00	ADV
easat-3998	155	8	=	=	SYM
easat-3998	155	9	⁡⁡0.3282𝐴1⁡	⁡⁡0.3282𝐴1⁡	NOUN
easat-3998	155	10	+	+	NUM
easat-3998	155	11	0.0548𝐴2	0.0548𝐴2	NOUN
easat-3998	156	1	+	+	PUNCT
easat-3998	157	1	0.1926𝐴3	0.1926𝐴3	NUM
easat-3998	158	1	+	+	NUM
easat-3998	158	2	0.0341𝐴4	0.0341𝐴4	NUM
easat-3998	158	3	−	−	NOUN
easat-3998	158	4	⁡0.0642𝐴5	⁡0.0642𝐴5	NOUN
easat-3998	158	5	+	+	X
easat-3998	158	6	0.2225𝐴6	0.2225𝐴6	PROPN
easat-3998	158	7	+	+	NUM
easat-3998	158	8	⁡0.0286𝐴7	⁡0.0286𝐴7	NOUN
easat-3998	158	9	−	−	PROPN
easat-3998	158	10	2.0384𝐴8	2.0384𝐴8	NUM
easat-3998	158	11	+	+	CCONJ
easat-3998	158	12	0.4978𝐴9	0.4978𝐴9	PROPN
easat-3998	158	13	+	+	CCONJ
easat-3998	158	14	0.1113𝐴10	0.1113𝐴10	ADP
easat-3998	158	15	−1.8158	−1.8158	X
easat-3998	158	16	(	(	PUNCT
easat-3998	158	17	8)	8)	NUM
easat-3998	158	18	figure	figure	NOUN
easat-3998	158	19	5	5	NUM
easat-3998	158	20	displays	display	VERB
easat-3998	158	21	the	the	DET
easat-3998	158	22	outcomes	outcome	NOUN
easat-3998	158	23	of	of	ADP
easat-3998	158	24	the	the	DET
easat-3998	158	25	op00	op00	PROPN
easat-3998	158	26	prediction	prediction	NOUN
easat-3998	158	27	made	make	VERB
easat-3998	158	28	using	use	VERB
easat-3998	158	29	this	this	DET
easat-3998	158	30	weight	weight	NOUN
easat-3998	158	31	-	-	PUNCT
easat-3998	158	32	based	base	VERB
easat-3998	158	33	approach	approach	NOUN
easat-3998	158	34	.	.	PUNCT
easat-3998	159	1	when	when	SCONJ
easat-3998	159	2	applied	apply	VERB
easat-3998	159	3	to	to	ADP
easat-3998	159	4	all	all	DET
easat-3998	159	5	possible	possible	ADJ
easat-3998	159	6	operating	operating	NOUN
easat-3998	159	7	circumstances	circumstance	NOUN
easat-3998	159	8	,	,	PUNCT
easat-3998	159	9	this	this	DET
easat-3998	159	10	formula	formula	NOUN
easat-3998	159	11	provides	provide	VERB
easat-3998	159	12	a	a	DET
easat-3998	159	13	statistically	statistically	ADV
easat-3998	159	14	sound	sound	ADJ
easat-3998	159	15	representation	representation	NOUN
easat-3998	159	16	,	,	PUNCT
easat-3998	159	17	as	as	SCONJ
easat-3998	159	18	shown	show	VERB
easat-3998	159	19	by	by	ADP
easat-3998	159	20	r	r	NOUN
easat-3998	159	21	and	and	CCONJ
easat-3998	159	22	mse	mse	NOUN
easat-3998	159	23	.	.	PUNCT
easat-3998	160	1	this	this	DET
easat-3998	160	2	new	new	ADJ
easat-3998	160	3	model	model	NOUN
easat-3998	160	4	has	have	VERB
easat-3998	160	5	a	a	DET
easat-3998	160	6	linear	linear	ADJ
easat-3998	160	7	correlation	correlation	NOUN
easat-3998	160	8	coefficient	coefficient	NOUN
easat-3998	160	9	of	of	ADP
easat-3998	160	10	0.9688	0.9688	NUM
easat-3998	160	11	and	and	CCONJ
easat-3998	160	12	a	a	DET
easat-3998	160	13	mean	mean	ADJ
easat-3998	160	14	square	square	ADJ
easat-3998	160	15	error	error	NOUN
easat-3998	160	16	of	of	ADP
easat-3998	160	17	0.0592	0.0592	NUM
easat-3998	160	18	.	.	PUNCT
easat-3998	161	1	table	table	NOUN
easat-3998	161	2	2	2	NUM
easat-3998	161	3	.	.	PUNCT
easat-3998	161	4	ann	ann	PROPN
easat-3998	161	5	model	model	NOUN
easat-3998	161	6	performance	performance	NOUN
easat-3998	161	7	on	on	ADP
easat-3998	161	8	test	test	NOUN
easat-3998	161	9	phase	phase	NOUN
easat-3998	161	10	.	.	PUNCT
easat-3998	162	1	performance	performance	NOUN
easat-3998	162	2	metric	metric	ADJ
easat-3998	162	3	value	value	NOUN
easat-3998	162	4	r	r	NOUN
easat-3998	162	5	0.9688	0.9688	NUM
easat-3998	162	6	mse	mse	NOUN
easat-3998	162	7	0.059246028	0.059246028	NUM
easat-3998	162	8	nmse	nmse	ADJ
easat-3998	162	9	0.030247277	0.030247277	NUM
easat-3998	162	10	min	min	NOUN
easat-3998	162	11	absolute	absolute	ADJ
easat-3998	162	12	error	error	NOUN
easat-3998	162	13	4.05776e-06	4.05776e-06	NUM
easat-3998	162	14	max	max	PROPN
easat-3998	162	15	absolute	absolute	ADJ
easat-3998	162	16	error	error	NOUN
easat-3998	162	17	2.719865079	2.719865079	NUM
easat-3998	162	18	mae	mae	PROPN
easat-3998	162	19	0.163345531	0.163345531	NUM
easat-3998	162	20	9352	9352	NUM
easat-3998	162	21	edelweiss	edelweiss	PROPN
easat-3998	162	22	applied	apply	VERB
easat-3998	162	23	science	science	NOUN
easat-3998	162	24	and	and	CCONJ
easat-3998	162	25	technology	technology	NOUN
easat-3998	162	26	issn	issn	PROPN
easat-3998	162	27	:	:	PUNCT
easat-3998	162	28	2576	2576	NUM
easat-3998	162	29	-	-	SYM
easat-3998	162	30	8484	8484	NUM
easat-3998	162	31	vol	vol	NOUN
easat-3998	162	32	.	.	PROPN
easat-3998	162	33	8	8	NUM
easat-3998	162	34	,	,	PUNCT
easat-3998	162	35	no	no	INTJ
easat-3998	162	36	.	.	NOUN
easat-3998	162	37	6	6	NUM
easat-3998	162	38	:	:	SYM
easat-3998	162	39	9345	9345	NUM
easat-3998	162	40	-	-	SYM
easat-3998	162	41	9355	9355	NUM
easat-3998	162	42	,	,	PUNCT
easat-3998	162	43	2024	2024	NUM
easat-3998	162	44	doi	doi	NOUN
easat-3998	162	45	:	:	PUNCT
easat-3998	162	46	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	162	47	©	©	PROPN
easat-3998	162	48	2024	2024	NUM
easat-3998	162	49	by	by	ADP
easat-3998	162	50	the	the	DET
easat-3998	162	51	authors	author	NOUN
easat-3998	162	52	;	;	PUNCT
easat-3998	163	1	licensee	licensee	PROPN
easat-3998	163	2	learning	learn	VERB
easat-3998	163	3	gate	gate	PROPN
easat-3998	163	4	figure	figure	NOUN
easat-3998	163	5	5	5	NUM
easat-3998	163	6	.	.	PUNCT
easat-3998	163	7	compares	compare	VERB
easat-3998	163	8	the	the	DET
easat-3998	163	9	network	network	NOUN
easat-3998	163	10	performance	performance	NOUN
easat-3998	163	11	to	to	ADP
easat-3998	163	12	the	the	DET
easat-3998	163	13	experimental	experimental	ADJ
easat-3998	163	14	data	datum	NOUN
easat-3998	163	15	.	.	PUNCT
easat-3998	164	1	table	table	NOUN
easat-3998	164	2	3	3	NUM
easat-3998	164	3	.	.	PUNCT
easat-3998	164	4	displays	display	VERB
easat-3998	164	5	the	the	DET
easat-3998	164	6	weight	weight	NOUN
easat-3998	164	7	values	value	NOUN
easat-3998	164	8	that	that	PRON
easat-3998	164	9	were	be	AUX
easat-3998	164	10	determined	determine	VERB
easat-3998	164	11	by	by	ADP
easat-3998	164	12	the	the	DET
easat-3998	164	13	lm	lm	ADJ
easat-3998	164	14	method	method	NOUN
easat-3998	164	15	using	use	VERB
easat-3998	164	16	10	10	NUM
easat-3998	164	17	neurons	neuron	NOUN
easat-3998	164	18	.	.	PUNCT
easat-3998	165	1	𝑬𝒊	𝑬𝒊	VERB
easat-3998	165	2	=	=	SYM
easat-3998	165	3	𝒘𝒊𝟏𝑮+𝒘𝒊𝟐𝑻	𝒘𝒊𝟏𝑮+𝒘𝒊𝟐𝑻	PROPN
easat-3998	165	4	+	+	NUM
easat-3998	165	5	𝒘𝒊𝟑𝑾+𝒃𝒊	𝒘𝒊𝟑𝑾+𝒃𝒊	ADJ
easat-3998	165	6	i	i	PRON
easat-3998	165	7	wi1	wi1	VERB
easat-3998	165	8	wi2	wi2	PROPN
easat-3998	165	9	wi3	wi3	VERB
easat-3998	165	10	bi	bi	PROPN
easat-3998	165	11	1	1	NUM
easat-3998	165	12	-2.5762	-2.5762	NOUN
easat-3998	165	13	-2.2644	-2.2644	VERB
easat-3998	165	14	0.3377	0.3377	NUM
easat-3998	165	15	3.3901	3.3901	NUM
easat-3998	165	16	2	2	NUM
easat-3998	165	17	-0.0972	-0.0972	NOUN
easat-3998	165	18	-1.449	-1.449	PRON
easat-3998	165	19	-2.6916	-2.6916	VERB
easat-3998	165	20	2.1021	2.1021	NUM
easat-3998	165	21	3	3	NUM
easat-3998	165	22	1.9478	1.9478	NUM
easat-3998	165	23	0.9363	0.9363	NUM
easat-3998	165	24	-0.5652	-0.5652	NOUN
easat-3998	165	25	-1.5521	-1.5521	NOUN
easat-3998	165	26	4	4	NUM
easat-3998	165	27	1.4065	1.4065	NUM
easat-3998	165	28	1.8602	1.8602	NUM
easat-3998	165	29	-1.0363	-1.0363	NOUN
easat-3998	165	30	-0.0045	-0.0045	ADJ
easat-3998	165	31	5	5	NUM
easat-3998	165	32	1.6605	1.6605	NUM
easat-3998	165	33	2.5485	2.5485	NUM
easat-3998	165	34	0.9001	0.9001	NUM
easat-3998	165	35	-0.8666	-0.8666	NOUN
easat-3998	166	1	6	6	NUM
easat-3998	166	2	2.0414	2.0414	NUM
easat-3998	166	3	0.2197	0.2197	NUM
easat-3998	166	4	0.8152	0.8152	NUM
easat-3998	166	5	-0.6118	-0.6118	NOUN
easat-3998	166	6	7	7	NUM
easat-3998	166	7	3.408	3.408	NUM
easat-3998	166	8	-1.3437	-1.3437	NUM
easat-3998	167	1	0.0731	0.0731	NUM
easat-3998	167	2	0.5319	0.5319	NUM
easat-3998	167	3	8	8	NUM
easat-3998	167	4	-0.5785	-0.5785	NOUN
easat-3998	167	5	0.0449	0.0449	NUM
easat-3998	167	6	-0.012	-0.012	NUM
easat-3998	167	7	-0.8074	-0.8074	NOUN
easat-3998	167	8	9	9	NUM
easat-3998	167	9	-0.9083	-0.9083	NOUN
easat-3998	167	10	3.3105	3.3105	NUM
easat-3998	167	11	-0.4033	-0.4033	VERB
easat-3998	167	12	2.535	2.535	NUM
easat-3998	167	13	10	10	NUM
easat-3998	167	14	-0.3995	-0.3995	NOUN
easat-3998	167	15	1.7187	1.7187	NUM
easat-3998	167	16	2.1487	2.1487	NUM
easat-3998	167	17	-3.3621	-3.3621	NOUN
easat-3998	167	18	in	in	ADP
easat-3998	167	19	figure	figure	NOUN
easat-3998	167	20	6	6	NUM
easat-3998	167	21	the	the	DET
easat-3998	167	22	local	local	ADJ
easat-3998	167	23	measurements	measurement	NOUN
easat-3998	167	24	data	datum	NOUN
easat-3998	167	25	(	(	PUNCT
easat-3998	167	26	lmd	lmd	PROPN
easat-3998	167	27	)	)	PUNCT
easat-3998	167	28	from	from	ADP
easat-3998	167	29	pv	pv	NOUN
easat-3998	167	30	power	power	NOUN
easat-3998	167	31	stations	station	NOUN
easat-3998	167	32	00	00	PUNCT
easat-3998	167	33	for	for	ADP
easat-3998	167	34	predictive	predictive	ADJ
easat-3998	167	35	power	power	NOUN
easat-3998	167	36	contrast	contrast	NOUN
easat-3998	167	37	with	with	ADP
easat-3998	167	38	the	the	DET
easat-3998	167	39	results	result	NOUN
easat-3998	167	40	computed	compute	VERB
easat-3998	167	41	using	use	VERB
easat-3998	167	42	this	this	DET
easat-3998	167	43	novel	novel	ADJ
easat-3998	167	44	formula	formula	NOUN
easat-3998	167	45	(	(	PUNCT
easat-3998	167	46	op00	op00	PROPN
easat-3998	167	47	)	)	PUNCT
easat-3998	167	48	,	,	PUNCT
easat-3998	167	49	lmd	lmd	PROPN
easat-3998	167	50	and	and	CCONJ
easat-3998	167	51	op00	op00	PROPN
easat-3998	167	52	correlation	correlation	NOUN
easat-3998	167	53	for	for	ADP
easat-3998	167	54	the	the	DET
easat-3998	167	55	same	same	ADJ
easat-3998	167	56	irradiance	irradiance	NOUN
easat-3998	167	57	,	,	PUNCT
easat-3998	167	58	temperature	temperature	NOUN
easat-3998	167	59	,	,	PUNCT
easat-3998	167	60	and	and	CCONJ
easat-3998	167	61	wind	wind	NOUN
easat-3998	167	62	speed	speed	NOUN
easat-3998	167	63	.	.	PUNCT
easat-3998	168	1	the	the	DET
easat-3998	168	2	results	result	NOUN
easat-3998	168	3	of	of	ADP
easat-3998	168	4	the	the	DET
easat-3998	168	5	proposed	propose	VERB
easat-3998	168	6	formula	formula	NOUN
easat-3998	168	7	op00	op00	PROPN
easat-3998	168	8	and	and	CCONJ
easat-3998	168	9	the	the	DET
easat-3998	168	10	lmd	lmd	PROPN
easat-3998	168	11	data	data	PROPN
easat-3998	168	12	show	show	VERB
easat-3998	168	13	a	a	DET
easat-3998	168	14	very	very	ADV
easat-3998	168	15	good	good	ADJ
easat-3998	168	16	agreement	agreement	NOUN
easat-3998	168	17	.	.	PUNCT
easat-3998	169	1	9353	9353	NUM
easat-3998	169	2	edelweiss	edelweiss	PROPN
easat-3998	169	3	applied	apply	VERB
easat-3998	169	4	science	science	NOUN
easat-3998	169	5	and	and	CCONJ
easat-3998	169	6	technology	technology	NOUN
easat-3998	169	7	issn	issn	PROPN
easat-3998	169	8	:	:	PUNCT
easat-3998	169	9	2576	2576	NUM
easat-3998	169	10	-	-	SYM
easat-3998	169	11	8484	8484	NUM
easat-3998	169	12	vol	vol	NOUN
easat-3998	169	13	.	.	PROPN
easat-3998	169	14	8	8	NUM
easat-3998	169	15	,	,	PUNCT
easat-3998	169	16	no	no	INTJ
easat-3998	169	17	.	.	NOUN
easat-3998	169	18	6	6	NUM
easat-3998	169	19	:	:	SYM
easat-3998	169	20	9345	9345	NUM
easat-3998	169	21	-	-	SYM
easat-3998	169	22	9355	9355	NUM
easat-3998	169	23	,	,	PUNCT
easat-3998	169	24	2024	2024	NUM
easat-3998	169	25	doi	doi	NOUN
easat-3998	169	26	:	:	PUNCT
easat-3998	169	27	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	169	28	©	©	PROPN
easat-3998	169	29	2024	2024	NUM
easat-3998	169	30	by	by	ADP
easat-3998	169	31	the	the	DET
easat-3998	169	32	authors	author	NOUN
easat-3998	169	33	;	;	PUNCT
easat-3998	169	34	licensee	licensee	PROPN
easat-3998	169	35	learning	learn	VERB
easat-3998	169	36	gate	gate	PROPN
easat-3998	169	37	figure	figure	NOUN
easat-3998	169	38	6	6	NUM
easat-3998	169	39	.	.	PUNCT
easat-3998	170	1	the	the	DET
easat-3998	170	2	output	output	NOUN
easat-3998	170	3	compares	compare	VERB
easat-3998	170	4	the	the	DET
easat-3998	170	5	performance	performance	NOUN
easat-3998	170	6	of	of	ADP
easat-3998	170	7	the	the	DET
easat-3998	170	8	network	network	NOUN
easat-3998	170	9	with	with	ADP
easat-3998	170	10	the	the	DET
easat-3998	170	11	experimental	experimental	ADJ
easat-3998	170	12	data	datum	NOUN
easat-3998	170	13	.	.	PUNCT
easat-3998	171	1	according	accord	VERB
easat-3998	171	2	to	to	ADP
easat-3998	171	3	this	this	DET
easat-3998	171	4	figure	figure	NOUN
easat-3998	171	5	,	,	PUNCT
easat-3998	171	6	the	the	DET
easat-3998	171	7	aapd	aapd	NOUN
easat-3998	171	8	value	value	NOUN
easat-3998	171	9	for	for	ADP
easat-3998	171	10	the	the	DET
easat-3998	171	11	correlation	correlation	NOUN
easat-3998	171	12	between	between	ADP
easat-3998	171	13	the	the	DET
easat-3998	171	14	proposed	propose	VERB
easat-3998	171	15	formula	formula	NOUN
easat-3998	171	16	and	and	CCONJ
easat-3998	171	17	the	the	DET
easat-3998	171	18	local	local	ADJ
easat-3998	171	19	measurement	measurement	NOUN
easat-3998	171	20	data	datum	NOUN
easat-3998	171	21	is	be	AUX
easat-3998	171	22	0.984	0.984	NUM
easat-3998	171	23	%	%	NOUN
easat-3998	171	24	.	.	PUNCT
easat-3998	172	1	lastly	lastly	ADV
easat-3998	172	2	,	,	PUNCT
easat-3998	172	3	pearson	pearson	NOUN
easat-3998	172	4	matrices	matrix	NOUN
easat-3998	172	5	were	be	AUX
easat-3998	172	6	used	use	VERB
easat-3998	172	7	to	to	PART
easat-3998	172	8	ascertain	ascertain	VERB
easat-3998	172	9	the	the	DET
easat-3998	172	10	input	input	NOUN
easat-3998	172	11	parameters	parameter	NOUN
easat-3998	172	12	'	'	PART
easat-3998	172	13	relative	relative	ADJ
easat-3998	172	14	relevance	relevance	NOUN
easat-3998	172	15	.	.	PUNCT
easat-3998	173	1	figure	figure	NOUN
easat-3998	173	2	7	7	NUM
easat-3998	173	3	displays	display	VERB
easat-3998	173	4	the	the	DET
easat-3998	173	5	results	result	NOUN
easat-3998	173	6	of	of	ADP
easat-3998	173	7	adding	add	VERB
easat-3998	173	8	the	the	DET
easat-3998	173	9	weights	weight	NOUN
easat-3998	173	10	of	of	ADP
easat-3998	173	11	the	the	DET
easat-3998	173	12	input	input	NOUN
easat-3998	173	13	parameters	parameter	NOUN
easat-3998	173	14	,	,	PUNCT
easat-3998	173	15	which	which	PRON
easat-3998	173	16	were	be	AUX
easat-3998	173	17	0.977772	0.977772	NUM
easat-3998	173	18	for	for	ADP
easat-3998	173	19	irradiance	irradiance	NOUN
easat-3998	173	20	,	,	PUNCT
easat-3998	173	21	0.379	0.379	NUM
easat-3998	173	22	for	for	ADP
easat-3998	173	23	temperature	temperature	NOUN
easat-3998	173	24	,	,	PUNCT
easat-3998	173	25	and	and	CCONJ
easat-3998	173	26	0.3835	0.3835	NUM
easat-3998	173	27	for	for	ADP
easat-3998	173	28	wind	wind	NOUN
easat-3998	173	29	speed	speed	NOUN
easat-3998	173	30	.	.	PUNCT
easat-3998	174	1	this	this	PRON
easat-3998	174	2	suggests	suggest	VERB
easat-3998	174	3	that	that	SCONJ
easat-3998	174	4	irradiance	irradiance	NOUN
easat-3998	174	5	has	have	VERB
easat-3998	174	6	a	a	DET
easat-3998	174	7	stronger	strong	ADJ
easat-3998	174	8	influence	influence	NOUN
easat-3998	174	9	on	on	ADP
easat-3998	174	10	the	the	DET
easat-3998	174	11	solar	solar	ADJ
easat-3998	174	12	station	station	NOUN
easat-3998	174	13	's	's	PART
easat-3998	174	14	output	output	NOUN
easat-3998	174	15	power	power	NOUN
easat-3998	174	16	,	,	PUNCT
easat-3998	174	17	significantly	significantly	ADV
easat-3998	174	18	improving	improve	VERB
easat-3998	174	19	the	the	DET
easat-3998	174	20	ann	ann	PROPN
easat-3998	174	21	model	model	NOUN
easat-3998	174	22	's	's	PART
easat-3998	174	23	prediction	prediction	NOUN
easat-3998	174	24	via	via	ADP
easat-3998	174	25	parameter	parameter	PROPN
easat-3998	174	26	g.	g.	PROPN
easat-3998	174	27	figure	figure	PROPN
easat-3998	174	28	7	7	NUM
easat-3998	174	29	.	.	PUNCT
easat-3998	175	1	the	the	DET
easat-3998	175	2	input	input	NOUN
easat-3998	175	3	parameters	parameter	NOUN
easat-3998	175	4	correlation	correlation	NOUN
easat-3998	175	5	analysis	analysis	NOUN
easat-3998	175	6	.	.	PUNCT
easat-3998	176	1	9354	9354	NUM
easat-3998	176	2	edelweiss	edelweiss	PROPN
easat-3998	176	3	applied	apply	VERB
easat-3998	176	4	science	science	NOUN
easat-3998	176	5	and	and	CCONJ
easat-3998	176	6	technology	technology	NOUN
easat-3998	176	7	issn	issn	PROPN
easat-3998	176	8	:	:	PUNCT
easat-3998	176	9	2576	2576	NUM
easat-3998	176	10	-	-	SYM
easat-3998	176	11	8484	8484	NUM
easat-3998	176	12	vol	vol	NOUN
easat-3998	176	13	.	.	PROPN
easat-3998	176	14	8	8	NUM
easat-3998	176	15	,	,	PUNCT
easat-3998	176	16	no	no	INTJ
easat-3998	176	17	.	.	NOUN
easat-3998	176	18	6	6	NUM
easat-3998	176	19	:	:	SYM
easat-3998	176	20	9345	9345	NUM
easat-3998	176	21	-	-	SYM
easat-3998	176	22	9355	9355	NUM
easat-3998	176	23	,	,	PUNCT
easat-3998	176	24	2024	2024	NUM
easat-3998	176	25	doi	doi	NOUN
easat-3998	176	26	:	:	PUNCT
easat-3998	176	27	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	176	28	©	©	PROPN
easat-3998	176	29	2024	2024	NUM
easat-3998	176	30	by	by	ADP
easat-3998	176	31	the	the	DET
easat-3998	176	32	authors	author	NOUN
easat-3998	176	33	;	;	PUNCT
easat-3998	176	34	licensee	licensee	PROPN
easat-3998	176	35	learning	learning	NOUN
easat-3998	176	36	gate	gate	NOUN
easat-3998	176	37	6	6	NUM
easat-3998	176	38	.	.	PUNCT
easat-3998	177	1	conclusions	conclusion	NOUN
easat-3998	177	2	this	this	DET
easat-3998	177	3	study	study	NOUN
easat-3998	177	4	develops	develop	VERB
easat-3998	177	5	a	a	DET
easat-3998	177	6	novel	novel	ADJ
easat-3998	177	7	formula	formula	NOUN
easat-3998	177	8	for	for	ADP
easat-3998	177	9	predicting	predict	VERB
easat-3998	177	10	the	the	DET
easat-3998	177	11	output	output	NOUN
easat-3998	177	12	power	power	NOUN
easat-3998	177	13	of	of	ADP
easat-3998	177	14	pv	pv	NOUN
easat-3998	177	15	station	station	NOUN
easat-3998	177	16	00	00	PUNCT
easat-3998	177	17	using	use	VERB
easat-3998	177	18	an	an	DET
easat-3998	177	19	ann	ann	PROPN
easat-3998	177	20	's	's	PART
easat-3998	177	21	weights	weight	NOUN
easat-3998	177	22	-	-	PUNCT
easat-3998	177	23	based	base	VERB
easat-3998	177	24	technique	technique	NOUN
easat-3998	177	25	.	.	PUNCT
easat-3998	178	1	the	the	DET
easat-3998	178	2	user	user	NOUN
easat-3998	178	3	may	may	AUX
easat-3998	178	4	apply	apply	VERB
easat-3998	178	5	the	the	DET
easat-3998	178	6	formula	formula	NOUN
easat-3998	178	7	to	to	PART
easat-3998	178	8	get	get	VERB
easat-3998	178	9	these	these	DET
easat-3998	178	10	results	result	NOUN
easat-3998	178	11	even	even	ADV
easat-3998	178	12	if	if	SCONJ
easat-3998	178	13	they	they	PRON
easat-3998	178	14	do	do	AUX
easat-3998	178	15	n't	not	PART
easat-3998	178	16	have	have	VERB
easat-3998	178	17	the	the	DET
easat-3998	178	18	corresponding	corresponding	ADJ
easat-3998	178	19	ann	ann	PROPN
easat-3998	178	20	software	software	NOUN
easat-3998	178	21	installed	instal	VERB
easat-3998	178	22	on	on	ADP
easat-3998	178	23	their	their	PRON
easat-3998	178	24	pc	pc	NOUN
easat-3998	178	25	.	.	PUNCT
easat-3998	179	1	it	it	PRON
easat-3998	179	2	is	be	AUX
easat-3998	179	3	also	also	ADV
easat-3998	179	4	proven	prove	VERB
easat-3998	179	5	that	that	SCONJ
easat-3998	179	6	radiation	radiation	NOUN
easat-3998	179	7	is	be	AUX
easat-3998	179	8	the	the	DET
easat-3998	179	9	most	most	ADV
easat-3998	179	10	important	important	ADJ
easat-3998	179	11	element	element	NOUN
easat-3998	179	12	affecting	affect	VERB
easat-3998	179	13	the	the	DET
easat-3998	179	14	power	power	NOUN
easat-3998	179	15	of	of	ADP
easat-3998	179	16	a	a	DET
easat-3998	179	17	photovoltaic	photovoltaic	NOUN
easat-3998	179	18	power	power	NOUN
easat-3998	179	19	plant	plant	NOUN
easat-3998	179	20	by	by	ADP
easat-3998	179	21	using	use	VERB
easat-3998	179	22	pearson	pearson	NOUN
easat-3998	179	23	matrix	matrix	NOUN
easat-3998	179	24	.	.	PUNCT
easat-3998	180	1	both	both	DET
easat-3998	180	2	wind	wind	VERB
easat-3998	180	3	speed	speed	NOUN
easat-3998	180	4	and	and	CCONJ
easat-3998	180	5	temperature	temperature	NOUN
easat-3998	180	6	have	have	VERB
easat-3998	180	7	less	less	ADJ
easat-3998	180	8	influence	influence	NOUN
easat-3998	180	9	than	than	ADP
easat-3998	180	10	the	the	DET
easat-3998	180	11	irradiance	irradiance	NOUN
easat-3998	180	12	factor	factor	NOUN
easat-3998	180	13	.	.	PUNCT
easat-3998	181	1	the	the	DET
easat-3998	181	2	output	output	NOUN
easat-3998	181	3	power	power	NOUN
easat-3998	181	4	is	be	AUX
easat-3998	181	5	calculated	calculate	VERB
easat-3998	181	6	using	use	VERB
easat-3998	181	7	this	this	DET
easat-3998	181	8	novel	novel	ADJ
easat-3998	181	9	empirical	empirical	ADJ
easat-3998	181	10	method	method	NOUN
easat-3998	181	11	across	across	ADP
easat-3998	181	12	a	a	DET
easat-3998	181	13	greater	great	ADJ
easat-3998	181	14	range	range	NOUN
easat-3998	181	15	of	of	ADP
easat-3998	181	16	irradiance	irradiance	NOUN
easat-3998	181	17	,	,	PUNCT
easat-3998	181	18	temperature	temperature	NOUN
easat-3998	181	19	,	,	PUNCT
easat-3998	181	20	and	and	CCONJ
easat-3998	181	21	wind	wind	NOUN
easat-3998	181	22	speed	speed	NOUN
easat-3998	181	23	than	than	ADP
easat-3998	181	24	what	what	PRON
easat-3998	181	25	can	can	AUX
easat-3998	181	26	be	be	AUX
easat-3998	181	27	achieved	achieve	VERB
easat-3998	181	28	from	from	ADP
easat-3998	181	29	correlations	correlation	NOUN
easat-3998	181	30	of	of	ADP
easat-3998	181	31	data	datum	NOUN
easat-3998	181	32	from	from	ADP
easat-3998	181	33	local	local	ADJ
easat-3998	181	34	observations	observation	NOUN
easat-3998	181	35	.	.	PUNCT
easat-3998	182	1	the	the	DET
easat-3998	182	2	proposed	propose	VERB
easat-3998	182	3	formula	formula	NOUN
easat-3998	182	4	was	be	AUX
easat-3998	182	5	compared	compare	VERB
easat-3998	182	6	with	with	ADP
easat-3998	182	7	the	the	DET
easat-3998	182	8	lmd	lmd	PROPN
easat-3998	182	9	correlation	correlation	NOUN
easat-3998	182	10	,	,	PUNCT
easat-3998	182	11	and	and	CCONJ
easat-3998	182	12	the	the	DET
easat-3998	182	13	formula	formula	NOUN
easat-3998	182	14	was	be	AUX
easat-3998	182	15	found	find	VERB
easat-3998	182	16	to	to	PART
easat-3998	182	17	be	be	AUX
easat-3998	182	18	more	more	ADV
easat-3998	182	19	accurate	accurate	ADJ
easat-3998	182	20	in	in	ADP
easat-3998	182	21	predicting	predict	VERB
easat-3998	182	22	the	the	DET
easat-3998	182	23	op00	op00	PROPN
easat-3998	182	24	power	power	NOUN
easat-3998	182	25	output	output	NOUN
easat-3998	182	26	.	.	PUNCT
easat-3998	183	1	copyright	copyright	NOUN
easat-3998	183	2	:	:	PUNCT
easat-3998	183	3	©	©	PROPN
easat-3998	183	4	2024	2024	NUM
easat-3998	183	5	by	by	ADP
easat-3998	183	6	the	the	DET
easat-3998	183	7	authors	author	NOUN
easat-3998	183	8	.	.	PUNCT
easat-3998	184	1	this	this	DET
easat-3998	184	2	article	article	NOUN
easat-3998	184	3	is	be	AUX
easat-3998	184	4	an	an	DET
easat-3998	184	5	open	open	ADJ
easat-3998	184	6	access	access	NOUN
easat-3998	184	7	article	article	NOUN
easat-3998	184	8	distributed	distribute	VERB
easat-3998	184	9	under	under	ADP
easat-3998	184	10	the	the	DET
easat-3998	184	11	terms	term	NOUN
easat-3998	184	12	and	and	CCONJ
easat-3998	184	13	conditions	condition	NOUN
easat-3998	184	14	of	of	ADP
easat-3998	184	15	the	the	DET
easat-3998	184	16	creative	creative	ADJ
easat-3998	184	17	commons	common	NOUN
easat-3998	184	18	attribution	attribution	NOUN
easat-3998	184	19	(	(	PUNCT
easat-3998	184	20	cc	cc	NOUN
easat-3998	184	21	by	by	ADP
easat-3998	184	22	)	)	PUNCT
easat-3998	184	23	license	license	NOUN
easat-3998	184	24	(	(	PUNCT
easat-3998	184	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3998	184	26	)	)	PUNCT
easat-3998	184	27	.	.	PUNCT
easat-3998	185	1	references	reference	NOUN
easat-3998	185	2	[	[	X
easat-3998	185	3	1	1	NUM
easat-3998	185	4	]	]	X
easat-3998	185	5	kaaya	kaaya	NOUN
easat-3998	185	6	and	and	CCONJ
easat-3998	185	7	j.	j.	PROPN
easat-3998	185	8	ascencio	ascencio	PROPN
easat-3998	185	9	-	-	PUNCT
easat-3998	185	10	vásquez	vásquez	NOUN
easat-3998	185	11	,	,	PUNCT
easat-3998	185	12	`	`	PUNCT
easat-3998	185	13	`	`	PUNCT
easat-3998	185	14	photovoltaic	photovoltaic	NOUN
easat-3998	185	15	power	power	NOUN
easat-3998	185	16	forecasting	forecasting	NOUN
easat-3998	185	17	methods	method	NOUN
easat-3998	185	18	,	,	PUNCT
easat-3998	185	19	''	''	PUNCT
easat-3998	185	20	in	in	ADP
easat-3998	185	21	solar	solar	ADJ
easat-3998	185	22	radiation	radiation	NOUN
easat-3998	185	23	-	-	PUNCT
easat-3998	185	24	measurements	measurement	NOUN
easat-3998	185	25	,	,	PUNCT
easat-3998	185	26	modeling	modeling	NOUN
easat-3998	185	27	and	and	CCONJ
easat-3998	185	28	forecasting	forecasting	NOUN
easat-3998	185	29	for	for	ADP
easat-3998	185	30	photovoltaic	photovoltaic	NOUN
easat-3998	185	31	solar	solar	ADJ
easat-3998	185	32	energy	energy	NOUN
easat-3998	185	33	applications	application	NOUN
easat-3998	185	34	.	.	PUNCT
easat-3998	186	1	london	london	PROPN
easat-3998	186	2	,	,	PUNCT
easat-3998	186	3	u.k	u.k	PROPN
easat-3998	186	4	.	.	PROPN
easat-3998	186	5	:	:	PUNCT
easat-3998	186	6	intechopen	intechopen	ADJ
easat-3998	186	7	,	,	PUNCT
easat-3998	186	8	2021	2021	NUM
easat-3998	186	9	.	.	PUNCT
easat-3998	187	1	[	[	X
easat-3998	187	2	online	online	X
easat-3998	187	3	]	]	X
easat-3998	187	4	.	.	PUNCT
easat-3998	188	1	available	available	ADJ
easat-3998	188	2	:	:	PUNCT
easat-3998	188	3	https://www.intechopen.com/online-_rst/76055	https://www.intechopen.com/online-_rst/76055	NOUN
easat-3998	188	4	doi	doi	NOUN
easat-3998	188	5	:	:	PUNCT
easat-3998	188	6	10.5772	10.5772	NUM
easat-3998	188	7	/	/	SYM
easat-3998	188	8	intechopen.97049	intechopen.97049	PROPN
easat-3998	188	9	.	.	PUNCT
easat-3998	189	1	[	[	X
easat-3998	189	2	2	2	NUM
easat-3998	189	3	]	]	X
easat-3998	189	4	r.	r.	PROPN
easat-3998	189	5	nageem	nageem	PROPN
easat-3998	189	6	,	,	PUNCT
easat-3998	189	7	`	`	PUNCT
easat-3998	189	8	`	`	PUNCT
easat-3998	189	9	predicting	predict	VERB
easat-3998	189	10	the	the	DET
easat-3998	189	11	power	power	NOUN
easat-3998	189	12	output	output	NOUN
easat-3998	189	13	of	of	ADP
easat-3998	189	14	a	a	DET
easat-3998	189	15	grid	grid	NOUN
easat-3998	189	16	-	-	PUNCT
easat-3998	189	17	connected	connect	VERB
easat-3998	189	18	solar	solar	ADJ
easat-3998	189	19	panel	panel	NOUN
easat-3998	189	20	using	use	VERB
easat-3998	189	21	multi	multi	ADJ
easat-3998	189	22	-	-	ADJ
easat-3998	189	23	input	input	ADJ
easat-3998	189	24	support	support	NOUN
easat-3998	189	25	vector	vector	NOUN
easat-3998	189	26	regression	regression	NOUN
easat-3998	189	27	,	,	PUNCT
easat-3998	189	28	''	''	PUNCT
easat-3998	189	29	proc	proc	NOUN
easat-3998	189	30	.	.	PUNCT
easat-3998	190	1	comput	comput	NOUN
easat-3998	190	2	.	.	PUNCT
easat-3998	191	1	sci	sci	PROPN
easat-3998	191	2	.	.	PROPN
easat-3998	191	3	,	,	PUNCT
easat-3998	191	4	vol	vol	NOUN
easat-3998	191	5	.	.	PROPN
easat-3998	191	6	115	115	NUM
easat-3998	191	7	,	,	PUNCT
easat-3998	191	8	pp	pp	ADJ
easat-3998	191	9	.	.	PUNCT
easat-3998	192	1	723_730	723_730	NUM
easat-3998	192	2	,	,	PUNCT
easat-3998	192	3	jan	jan	PROPN
easat-3998	192	4	.	.	PROPN
easat-3998	192	5	2017	2017	NUM
easat-3998	192	6	,	,	PUNCT
easat-3998	192	7	doi	doi	NOUN
easat-3998	192	8	:	:	PUNCT
easat-3998	192	9	10.1016	10.1016	NUM
easat-3998	192	10	/	/	SYM
easat-3998	192	11	j.procs.2017.09.143	j.procs.2017.09.143	NOUN
easat-3998	192	12	.	.	PUNCT
easat-3998	193	1	[	[	X
easat-3998	193	2	3	3	NUM
easat-3998	193	3	]	]	SYM
easat-3998	193	4	gerber	gerber	PROPN
easat-3998	193	5	,	,	PUNCT
easat-3998	193	6	daniel	daniel	PROPN
easat-3998	193	7	l.	l.	PROPN
easat-3998	193	8	,	,	PUNCT
easat-3998	193	9	richard	richard	NOUN
easat-3998	193	10	liou	liou	NOUN
easat-3998	193	11	,	,	PUNCT
easat-3998	193	12	and	and	CCONJ
easat-3998	193	13	richard	richard	PROPN
easat-3998	193	14	brown	brown	PROPN
easat-3998	193	15	.	.	PUNCT
easat-3998	194	1	"	"	PUNCT
easat-3998	194	2	energy	energy	NOUN
easat-3998	194	3	-	-	PUNCT
easat-3998	194	4	saving	save	VERB
easat-3998	194	5	opportunities	opportunity	NOUN
easat-3998	194	6	of	of	ADP
easat-3998	194	7	direct	direct	ADJ
easat-3998	194	8	-	-	PUNCT
easat-3998	194	9	dc	dc	PROPN
easat-3998	194	10	loads	load	NOUN
easat-3998	194	11	in	in	ADP
easat-3998	194	12	buildings	building	NOUN
easat-3998	194	13	.	.	PUNCT
easat-3998	194	14	"	"	PUNCT
easat-3998	194	15	applied	apply	VERB
easat-3998	194	16	energy	energy	NOUN
easat-3998	194	17	248	248	NUM
easat-3998	194	18	(	(	PUNCT
easat-3998	194	19	2019	2019	NUM
easat-3998	194	20	):	):	PUNCT
easat-3998	194	21	274	274	NUM
easat-3998	194	22	-	-	SYM
easat-3998	194	23	287	287	NUM
easat-3998	194	24	.	.	PUNCT
easat-3998	195	1	[	[	X
easat-3998	195	2	4	4	NUM
easat-3998	195	3	]	]	X
easat-3998	195	4	mayol	mayol	PROPN
easat-3998	195	5	cotapos	cotapos	PROPN
easat-3998	195	6	,	,	PUNCT
easat-3998	195	7	carolina	carolina	PROPN
easat-3998	195	8	de	de	PROPN
easat-3998	195	9	los	los	PROPN
easat-3998	195	10	ángeles	ángeles	PROPN
easat-3998	195	11	.	.	PUNCT
easat-3998	196	1	"	"	PUNCT
easat-3998	196	2	mitigation	mitigation	NOUN
easat-3998	196	3	control	control	NOUN
easat-3998	196	4	against	against	ADP
easat-3998	196	5	partial	partial	ADJ
easat-3998	196	6	shading	shading	NOUN
easat-3998	196	7	effects	effect	NOUN
easat-3998	196	8	in	in	ADP
easat-3998	196	9	large	large	ADJ
easat-3998	196	10	-	-	PUNCT
easat-3998	196	11	scale	scale	NOUN
easat-3998	196	12	photovoltaic	photovoltaic	NOUN
easat-3998	196	13	power	power	NOUN
easat-3998	196	14	plants	plant	NOUN
easat-3998	196	15	using	use	VERB
easat-3998	196	16	an	an	DET
easat-3998	196	17	improved	improved	ADJ
easat-3998	196	18	forecasting	forecasting	NOUN
easat-3998	196	19	technique	technique	NOUN
easat-3998	196	20	.	.	PUNCT
easat-3998	196	21	"	"	PUNCT
easat-3998	197	1	(	(	PUNCT
easat-3998	197	2	2017	2017	NUM
easat-3998	197	3	)	)	PUNCT
easat-3998	197	4	.	.	PUNCT
easat-3998	198	1	[	[	X
easat-3998	198	2	5	5	X
easat-3998	198	3	]	]	X
easat-3998	198	4	farayola	farayola	PROPN
easat-3998	198	5	,	,	PUNCT
easat-3998	198	6	adedayo	adedayo	PROPN
easat-3998	198	7	m.	m.	NOUN
easat-3998	198	8	,	,	PUNCT
easat-3998	198	9	yanxia	yanxia	NOUN
easat-3998	198	10	sun	sun	NOUN
easat-3998	198	11	,	,	PUNCT
easat-3998	198	12	and	and	CCONJ
easat-3998	198	13	ahmed	ahmed	PROPN
easat-3998	198	14	ali	ali	PROPN
easat-3998	198	15	.	.	PUNCT
easat-3998	199	1	"	"	PUNCT
easat-3998	199	2	optimization	optimization	NOUN
easat-3998	199	3	of	of	ADP
easat-3998	199	4	pv	pv	NOUN
easat-3998	199	5	systems	system	NOUN
easat-3998	199	6	using	use	VERB
easat-3998	199	7	linear	linear	ADJ
easat-3998	199	8	interactions	interaction	NOUN
easat-3998	199	9	regression	regression	NOUN
easat-3998	199	10	mppt	mppt	NOUN
easat-3998	199	11	techniques	technique	NOUN
easat-3998	199	12	.	.	PUNCT
easat-3998	199	13	"	"	PUNCT
easat-3998	200	1	in	in	ADP
easat-3998	200	2	2018	2018	NUM
easat-3998	200	3	ieee	ieee	NOUN
easat-3998	200	4	pes	pe	NOUN
easat-3998	200	5	/	/	SYM
easat-3998	200	6	ias	ias	PROPN
easat-3998	200	7	powerafrica	powerafrica	NOUN
easat-3998	200	8	,	,	PUNCT
easat-3998	200	9	pp	pp	ADV
easat-3998	200	10	.	.	PUNCT
easat-3998	201	1	545	545	NUM
easat-3998	201	2	-	-	SYM
easat-3998	201	3	550	550	NUM
easat-3998	201	4	.	.	PUNCT
easat-3998	202	1	ieee	ieee	NOUN
easat-3998	202	2	,	,	PUNCT
easat-3998	202	3	2018	2018	NUM
easat-3998	202	4	.	.	PUNCT
easat-3998	203	1	[	[	X
easat-3998	203	2	6	6	NUM
easat-3998	203	3	]	]	PUNCT
easat-3998	203	4	j.-g	j.-g	PROPN
easat-3998	203	5	.	.	PUNCT
easat-3998	204	1	kang	kang	PROPN
easat-3998	204	2	,	,	PUNCT
easat-3998	204	3	j.-h	j.-h	PROPN
easat-3998	204	4	.	.	PUNCT
easat-3998	205	1	kim	kim	PROPN
easat-3998	205	2	,	,	PUNCT
easat-3998	205	3	and	and	CCONJ
easat-3998	205	4	j.-t	j.-t	NOUN
easat-3998	205	5	.	.	PUNCT
easat-3998	206	1	kim	kim	PROPN
easat-3998	206	2	,	,	PUNCT
easat-3998	206	3	`	`	PUNCT
easat-3998	206	4	`	`	PUNCT
easat-3998	206	5	performance	performance	NOUN
easat-3998	206	6	evaluation	evaluation	NOUN
easat-3998	206	7	of	of	ADP
easat-3998	206	8	dsc	dsc	NOUN
easat-3998	206	9	windows	window	NOUN
easat-3998	206	10	for	for	ADP
easat-3998	206	11	buildings	building	NOUN
easat-3998	206	12	,	,	PUNCT
easat-3998	206	13	''	''	PUNCT
easat-3998	206	14	int	int	NOUN
easat-3998	206	15	.	.	PUNCT
easat-3998	207	1	j.	j.	PROPN
easat-3998	207	2	photoenergy	photoenergy	PROPN
easat-3998	207	3	,	,	PUNCT
easat-3998	207	4	vol	vol	NOUN
easat-3998	207	5	.	.	PROPN
easat-3998	207	6	2013	2013	NUM
easat-3998	207	7	,	,	PUNCT
easat-3998	207	8	pp	pp	ADJ
easat-3998	207	9	.	.	PUNCT
easat-3998	207	10	1_6	1_6	NUM
easat-3998	207	11	,	,	PUNCT
easat-3998	207	12	may	may	AUX
easat-3998	207	13	2013	2013	NUM
easat-3998	207	14	.	.	PUNCT
easat-3998	208	1	[	[	X
easat-3998	208	2	7	7	X
easat-3998	208	3	]	]	X
easat-3998	208	4	f.	f.	PROPN
easat-3998	208	5	asdrubali	asdrubali	PROPN
easat-3998	208	6	,	,	PUNCT
easat-3998	208	7	f.	f.	PROPN
easat-3998	208	8	cotana	cotana	PROPN
easat-3998	208	9	,	,	PUNCT
easat-3998	208	10	and	and	CCONJ
easat-3998	208	11	a.	a.	NOUN
easat-3998	208	12	messineo	messineo	NOUN
easat-3998	208	13	,	,	PUNCT
easat-3998	208	14	`	`	PUNCT
easat-3998	208	15	`	`	PUNCT
easat-3998	208	16	on	on	ADP
easat-3998	208	17	the	the	DET
easat-3998	208	18	evaluation	evaluation	NOUN
easat-3998	208	19	of	of	ADP
easat-3998	208	20	solar	solar	ADJ
easat-3998	208	21	greenhouse	greenhouse	NOUN
easat-3998	208	22	ef_ciency	ef_ciency	NOUN
easat-3998	208	23	in	in	ADP
easat-3998	208	24	building	build	VERB
easat-3998	208	25	simulation	simulation	NOUN
easat-3998	208	26	during	during	ADP
easat-3998	208	27	the	the	DET
easat-3998	208	28	heating	heating	NOUN
easat-3998	208	29	period,''energies	period,''energie	NOUN
easat-3998	208	30	,	,	PUNCT
easat-3998	208	31	vol	vol	NOUN
easat-3998	208	32	.	.	PROPN
easat-3998	208	33	5	5	NUM
easat-3998	208	34	,	,	PUNCT
easat-3998	208	35	no	no	INTJ
easat-3998	208	36	.	.	NOUN
easat-3998	208	37	6	6	NUM
easat-3998	208	38	,	,	PUNCT
easat-3998	208	39	pp	pp	ADJ
easat-3998	208	40	.	.	PUNCT
easat-3998	209	1	1864_1880	1864_1880	NUM
easat-3998	209	2	,	,	PUNCT
easat-3998	209	3	jun	jun	PROPN
easat-3998	209	4	.	.	PROPN
easat-3998	209	5	2012	2012	NUM
easat-3998	209	6	.	.	PUNCT
easat-3998	210	1	[	[	X
easat-3998	210	2	8	8	NUM
easat-3998	210	3	]	]	X
easat-3998	210	4	y.	y.	PROPN
easat-3998	210	5	t.	t.	PROPN
easat-3998	210	6	tan	tan	PROPN
easat-3998	210	7	and	and	CCONJ
easat-3998	210	8	d.	d.	PROPN
easat-3998	210	9	s.	s.	PROPN
easat-3998	210	10	kirschen	kirschen	PROPN
easat-3998	210	11	,	,	PUNCT
easat-3998	210	12	`	`	PUNCT
easat-3998	210	13	`	`	PUNCT
easat-3998	210	14	impact	impact	NOUN
easat-3998	210	15	on	on	ADP
easat-3998	210	16	the	the	DET
easat-3998	210	17	power	power	NOUN
easat-3998	210	18	system	system	NOUN
easat-3998	210	19	of	of	ADP
easat-3998	210	20	a	a	DET
easat-3998	210	21	large	large	ADJ
easat-3998	210	22	penetration	penetration	NOUN
easat-3998	210	23	of	of	ADP
easat-3998	210	24	photovoltaic	photovoltaic	NOUN
easat-3998	210	25	generation	generation	NOUN
easat-3998	210	26	,	,	PUNCT
easat-3998	210	27	''	''	PUNCT
easat-3998	210	28	in	in	ADP
easat-3998	210	29	proc	proc	NOUN
easat-3998	210	30	.	.	PUNCT
easat-3998	211	1	ieee	ieee	PROPN
easat-3998	211	2	power	power	PROPN
easat-3998	211	3	eng	eng	PROPN
easat-3998	211	4	.	.	PROPN
easat-3998	211	5	soc	soc	PROPN
easat-3998	211	6	.	.	PUNCT
easat-3998	212	1	gen	gen	PROPN
easat-3998	212	2	.	.	PROPN
easat-3998	212	3	meeting	meeting	PROPN
easat-3998	212	4	,	,	PUNCT
easat-3998	212	5	jun	jun	PROPN
easat-3998	212	6	.	.	PROPN
easat-3998	212	7	2007	2007	NUM
easat-3998	212	8	,	,	PUNCT
easat-3998	212	9	pp	pp	ADJ
easat-3998	212	10	.	.	PUNCT
easat-3998	212	11	1_8	1_8	NUM
easat-3998	212	12	.	.	PUNCT
easat-3998	213	1	[	[	X
easat-3998	213	2	9	9	NUM
easat-3998	213	3	]	]	PUNCT
easat-3998	213	4	s.	s.	PROPN
easat-3998	213	5	a.	a.	PROPN
easat-3998	213	6	jumaat	jumaat	PROPN
easat-3998	213	7	,	,	PUNCT
easat-3998	213	8	`	`	PUNCT
easat-3998	213	9	`	`	PUNCT
easat-3998	213	10	prediction	prediction	NOUN
easat-3998	213	11	of	of	ADP
easat-3998	213	12	photovoltaic	photovoltaic	NOUN
easat-3998	213	13	(	(	PUNCT
easat-3998	213	14	pv	pv	NOUN
easat-3998	213	15	)	)	PUNCT
easat-3998	213	16	output	output	NOUN
easat-3998	213	17	using	use	VERB
easat-3998	213	18	arti_cial	arti_cial	ADJ
easat-3998	213	19	neutral	neutral	ADJ
easat-3998	213	20	network	network	NOUN
easat-3998	213	21	(	(	PUNCT
easat-3998	213	22	ann	ann	PROPN
easat-3998	213	23	)	)	PUNCT
easat-3998	213	24	based	base	VERB
easat-3998	213	25	on	on	ADP
easat-3998	213	26	ambient	ambient	ADJ
easat-3998	213	27	factors	factor	NOUN
easat-3998	213	28	,	,	PUNCT
easat-3998	213	29	''	''	PUNCT
easat-3998	213	30	j.	j.	PROPN
easat-3998	213	31	phys	phys	PROPN
easat-3998	213	32	.	.	PUNCT
easat-3998	213	33	,	,	PUNCT
easat-3998	213	34	conf	conf	PROPN
easat-3998	213	35	.	.	PUNCT
easat-3998	213	36	,	,	PUNCT
easat-3998	213	37	vol	vol	NOUN
easat-3998	213	38	.	.	PROPN
easat-3998	213	39	1049	1049	NUM
easat-3998	213	40	,	,	PUNCT
easat-3998	213	41	may	may	PROPN
easat-3998	213	42	2018	2018	NUM
easat-3998	213	43	,	,	PUNCT
easat-3998	213	44	art	art	NOUN
easat-3998	213	45	.	.	PUNCT
easat-3998	214	1	no	no	INTJ
easat-3998	214	2	.	.	NOUN
easat-3998	214	3	012088	012088	NUM
easat-3998	214	4	.	.	PUNCT
easat-3998	215	1	[	[	X
easat-3998	215	2	10	10	NUM
easat-3998	215	3	]	]	X
easat-3998	215	4	saberian	saberian	PROPN
easat-3998	215	5	,	,	PUNCT
easat-3998	215	6	h.	h.	PROPN
easat-3998	215	7	hizam	hizam	PROPN
easat-3998	215	8	,	,	PUNCT
easat-3998	215	9	m.	m.	NOUN
easat-3998	215	10	a.	a.	NOUN
easat-3998	215	11	m.	m.	PROPN
easat-3998	215	12	radzi	radzi	PROPN
easat-3998	215	13	,	,	PUNCT
easat-3998	215	14	m.	m.	NOUN
easat-3998	215	15	z.	z.	PROPN
easat-3998	215	16	a.	a.	PROPN
easat-3998	215	17	a.	a.	PROPN
easat-3998	215	18	kadir	kadir	PROPN
easat-3998	215	19	,	,	PUNCT
easat-3998	215	20	and	and	CCONJ
easat-3998	215	21	m.	m.	NOUN
easat-3998	215	22	mirzaei	mirzaei	PROPN
easat-3998	215	23	,	,	PUNCT
easat-3998	215	24	`	`	PUNCT
easat-3998	215	25	`	`	PUNCT
easat-3998	215	26	modelling	modelling	NOUN
easat-3998	215	27	and	and	CCONJ
easat-3998	215	28	prediction	prediction	NOUN
easat-3998	215	29	of	of	ADP
easat-3998	215	30	photovoltaic	photovoltaic	NOUN
easat-3998	215	31	power	power	NOUN
easat-3998	215	32	output	output	NOUN
easat-3998	215	33	using	use	VERB
easat-3998	215	34	articial	articial	ADJ
easat-3998	215	35	neural	neural	ADJ
easat-3998	215	36	networks	network	NOUN
easat-3998	215	37	,	,	PUNCT
easat-3998	215	38	''	''	PUNCT
easat-3998	215	39	int	int	NOUN
easat-3998	215	40	.	.	PUNCT
easat-3998	216	1	j.	j.	PROPN
easat-3998	216	2	photoenergy	photoenergy	PROPN
easat-3998	216	3	,	,	PUNCT
easat-3998	216	4	vol	vol	NOUN
easat-3998	216	5	.	.	PROPN
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easat-3998	216	7	,	,	PUNCT
easat-3998	216	8	pp	pp	ADV
easat-3998	216	9	.	.	PUNCT
easat-3998	217	1	1_10	1_10	NUM
easat-3998	217	2	,	,	PUNCT
easat-3998	217	3	jul	jul	PROPN
easat-3998	217	4	.	.	PROPN
easat-3998	217	5	2014	2014	NUM
easat-3998	217	6	,	,	PUNCT
easat-3998	217	7	doi	doi	NOUN
easat-3998	217	8	:	:	PUNCT
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easat-3998	217	10	.	.	PUNCT
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easat-3998	218	2	11	11	NUM
easat-3998	218	3	]	]	X
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easat-3998	218	5	,	,	PUNCT
easat-3998	218	6	y.	y.	PROPN
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easat-3998	218	8	,	,	PUNCT
easat-3998	218	9	p.	p.	PROPN
easat-3998	218	10	hao	hao	PROPN
easat-3998	218	11	,	,	PUNCT
easat-3998	218	12	j.	j.	PROPN
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easat-3998	218	14	,	,	PUNCT
easat-3998	218	15	h.	h.	PROPN
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easat-3998	218	17	,	,	PUNCT
easat-3998	218	18	t.	t.	PROPN
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easat-3998	218	20	,	,	PUNCT
easat-3998	218	21	m.	m.	PROPN
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easat-3998	218	49	.	.	PUNCT
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easat-3998	219	2	.	.	PUNCT
easat-3998	220	1	energy	energy	NOUN
easat-3998	220	2	,	,	PUNCT
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easat-3998	220	4	.	.	PROPN
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easat-3998	220	6	,	,	PUNCT
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easat-3998	220	9	3	3	NUM
easat-3998	220	10	,	,	PUNCT
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easat-3998	220	13	,	,	PUNCT
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easat-3998	220	15	.	.	PUNCT
easat-3998	221	1	no	no	INTJ
easat-3998	221	2	.	.	NOUN
easat-3998	221	3	033501	033501	NUM
easat-3998	221	4	.	.	PUNCT
easat-3998	222	1	[	[	X
easat-3998	222	2	12	12	NUM
easat-3998	222	3	]	]	SYM
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easat-3998	222	5	,	,	PUNCT
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easat-3998	222	7	,	,	PUNCT
easat-3998	222	8	g.	g.	PROPN
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easat-3998	222	10	,	,	PUNCT
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easat-3998	222	13	,	,	PUNCT
easat-3998	222	14	l.	l.	PROPN
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easat-3998	222	22	`	`	PUNCT
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easat-3998	222	24	power	power	NOUN
easat-3998	222	25	prediction	prediction	NOUN
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easat-3998	222	27	photovoltaic	photovoltaic	NOUN
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easat-3998	222	32	neural	neural	ADJ
easat-3998	222	33	network	network	NOUN
easat-3998	222	34	,	,	PUNCT
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easat-3998	222	36	j.	j.	PROPN
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easat-3998	222	38	,	,	PUNCT
easat-3998	222	39	environ	environ	PROPN
easat-3998	222	40	.	.	PUNCT
easat-3998	222	41	chem	chem	PROPN
easat-3998	222	42	.	.	PUNCT
easat-3998	223	1	eng	eng	PROPN
easat-3998	223	2	.	.	PROPN
easat-3998	223	3	,	,	PUNCT
easat-3998	223	4	vol	vol	NOUN
easat-3998	223	5	.	.	PROPN
easat-3998	223	6	2	2	NUM
easat-3998	223	7	,	,	PUNCT
easat-3998	223	8	pp	pp	ADJ
easat-3998	223	9	.	.	PUNCT
easat-3998	224	1	32_40	32_40	NUM
easat-3998	224	2	,	,	PUNCT
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easat-3998	224	4	.	.	PROPN
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easat-3998	224	6	,	,	PUNCT
easat-3998	224	7	doi	doi	NOUN
easat-3998	224	8	:	:	PUNCT
easat-3998	224	9	10.11648	10.11648	NUM
easat-3998	224	10	/	/	SYM
easat-3998	224	11	j.jeece.20170204.11	j.jeece.20170204.11	NOUN
easat-3998	224	12	.	.	PUNCT
easat-3998	225	1	[	[	X
easat-3998	225	2	13	13	NUM
easat-3998	225	3	]	]	X
easat-3998	225	4	e.	e.	PROPN
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easat-3998	225	7	e.	e.	PROPN
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easat-3998	225	9	,	,	PUNCT
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easat-3998	225	26	:	:	PUNCT
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easat-3998	225	34	.	.	PUNCT
easat-3998	226	1	int	int	NOUN
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easat-3998	226	4	.	.	PUNCT
easat-3998	227	1	comput	comput	NOUN
easat-3998	227	2	.	.	PUNCT
easat-3998	228	1	sci	sci	PROPN
easat-3998	228	2	.	.	PUNCT
easat-3998	229	1	eng	eng	PROPN
easat-3998	229	2	.	.	PUNCT
easat-3998	230	1	(	(	PUNCT
easat-3998	230	2	ubmk	ubmk	PROPN
easat-3998	230	3	)	)	PUNCT
easat-3998	230	4	,	,	PUNCT
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easat-3998	230	8	,	,	PUNCT
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easat-3998	230	10	.	.	PUNCT
easat-3998	231	1	397_402	397_402	NUM
easat-3998	231	2	,	,	PUNCT
easat-3998	231	3	doi	doi	NOUN
easat-3998	231	4	:	:	PUNCT
easat-3998	231	5	10.1109	10.1109	NUM
easat-3998	231	6	/	/	SYM
easat-3998	231	7	ubmk.2017.8093423	ubmk.2017.8093423	NOUN
easat-3998	231	8	.	.	PUNCT
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easat-3998	232	2	14	14	NUM
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easat-3998	232	9	,	,	PUNCT
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easat-3998	232	13	,	,	PUNCT
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easat-3998	233	1	j.	j.	PROPN
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easat-3998	233	3	,	,	PUNCT
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easat-3998	233	7	,	,	PUNCT
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easat-3998	233	9	.	.	PUNCT
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easat-3998	234	2	,	,	PUNCT
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easat-3998	234	6	,	,	PUNCT
easat-3998	234	7	doi	doi	NOUN
easat-3998	234	8	:	:	PUNCT
easat-3998	234	9	10.1155/2022/7015818	10.1155/2022/7015818	NUM
easat-3998	234	10	.	.	PUNCT
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easat-3998	235	16	,	,	PUNCT
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easat-3998	237	8	.	.	PUNCT
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easat-3998	238	2	,	,	PUNCT
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easat-3998	238	10	/	/	SYM
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easat-3998	240	57	:	:	PUNCT
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easat-3998	241	12	a.	a.	PROPN
easat-3998	241	13	,	,	PUNCT
easat-3998	241	14	ali	ali	PROPN
easat-3998	241	15	,	,	PUNCT
easat-3998	241	16	h.	h.	PROPN
easat-3998	241	17	,	,	PUNCT
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easat-3998	241	19	,	,	PUNCT
easat-3998	241	20	b.	b.	PROPN
easat-3998	241	21	,	,	PUNCT
easat-3998	241	22	khan	khan	PROPN
easat-3998	241	23	,	,	PUNCT
easat-3998	241	24	s.	s.	PROPN
easat-3998	241	25	,	,	PUNCT
easat-3998	241	26	wadood	wadood	PROPN
easat-3998	241	27	,	,	PUNCT
easat-3998	241	28	a.	a.	PROPN
easat-3998	241	29	,	,	PUNCT
easat-3998	241	30	&	&	CCONJ
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easat-3998	241	32	,	,	PUNCT
easat-3998	241	33	t.	t.	PROPN
easat-3998	241	34	(	(	PUNCT
easat-3998	241	35	2022	2022	NUM
easat-3998	241	36	)	)	PUNCT
easat-3998	241	37	.	.	PUNCT
easat-3998	242	1	output	output	NOUN
easat-3998	242	2	power	power	NOUN
easat-3998	242	3	prediction	prediction	NOUN
easat-3998	242	4	of	of	ADP
easat-3998	242	5	a	a	DET
easat-3998	242	6	photovoltaic	photovoltaic	NOUN
easat-3998	242	7	module	module	NOUN
easat-3998	242	8	through	through	ADP
easat-3998	242	9	artificial	artificial	ADJ
easat-3998	242	10	neural	neural	ADJ
easat-3998	242	11	network	network	NOUN
easat-3998	242	12	.	.	PUNCT
easat-3998	243	1	ieee	ieee	NOUN
easat-3998	243	2	access	access	NOUN
easat-3998	243	3	,	,	PUNCT
easat-3998	243	4	10	10	NUM
easat-3998	243	5	,	,	PUNCT
easat-3998	243	6	116160	116160	NUM
easat-3998	243	7	-	-	SYM
easat-3998	243	8	116166	116166	NUM
easat-3998	243	9	.	.	PUNCT
easat-3998	244	1	[	[	X
easat-3998	244	2	18	18	NUM
easat-3998	244	3	]	]	X
easat-3998	244	4	salim	salim	PROPN
easat-3998	244	5	,	,	PUNCT
easat-3998	244	6	m.	m.	NOUN
easat-3998	244	7	s.	s.	PROPN
easat-3998	244	8	,	,	PUNCT
easat-3998	244	9	sabri	sabri	PROPN
easat-3998	244	10	,	,	PUNCT
easat-3998	244	11	n.	n.	NOUN
easat-3998	244	12	,	,	PUNCT
easat-3998	244	13	&	&	CCONJ
easat-3998	244	14	dheyab	dheyab	PROPN
easat-3998	244	15	,	,	PUNCT
easat-3998	244	16	a.	a.	NOUN
easat-3998	244	17	a.	a.	NOUN
easat-3998	244	18	(	(	PUNCT
easat-3998	244	19	2024	2024	NUM
easat-3998	244	20	)	)	PUNCT
easat-3998	244	21	.	.	PUNCT
easat-3998	245	1	ann	ann	PROPN
easat-3998	245	2	-	-	PUNCT
easat-3998	245	3	based	base	VERB
easat-3998	245	4	formulation	formulation	NOUN
easat-3998	245	5	of	of	ADP
easat-3998	245	6	path	path	NOUN
easat-3998	245	7	loss	loss	NOUN
easat-3998	245	8	prediction	prediction	NOUN
easat-3998	245	9	for	for	ADP
easat-3998	245	10	radio	radio	NOUN
easat-3998	245	11	wave	wave	NOUN
easat-3998	245	12	propagation	propagation	NOUN
easat-3998	245	13	for	for	ADP
easat-3998	245	14	indoor	indoor	ADJ
easat-3998	245	15	agriculture	agriculture	NOUN
easat-3998	245	16	and	and	CCONJ
easat-3998	245	17	sensor	sensor	NOUN
easat-3998	245	18	networks	network	NOUN
easat-3998	245	19	.	.	PUNCT
easat-3998	246	1	nanotechnology	nanotechnology	NOUN
easat-3998	246	2	perceptions	perception	NOUN
easat-3998	246	3	,	,	PUNCT
easat-3998	246	4	404	404	NUM
easat-3998	246	5	-	-	SYM
easat-3998	246	6	414	414	NUM
easat-3998	246	7	.	.	PUNCT
easat-3998	247	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3998	247	2	https://www.intechopen.com/online-_rst/76055	https://www.intechopen.com/online-_rst/76055	PROPN
easat-3998	247	3	9355	9355	NUM
easat-3998	247	4	edelweiss	edelweiss	PROPN
easat-3998	247	5	applied	apply	VERB
easat-3998	247	6	science	science	NOUN
easat-3998	247	7	and	and	CCONJ
easat-3998	247	8	technology	technology	NOUN
easat-3998	247	9	issn	issn	PROPN
easat-3998	247	10	:	:	PUNCT
easat-3998	247	11	2576	2576	NUM
easat-3998	247	12	-	-	SYM
easat-3998	247	13	8484	8484	NUM
easat-3998	247	14	vol	vol	NOUN
easat-3998	247	15	.	.	PROPN
easat-3998	247	16	8	8	NUM
easat-3998	247	17	,	,	PUNCT
easat-3998	247	18	no	no	INTJ
easat-3998	247	19	.	.	NOUN
easat-3998	247	20	6	6	NUM
easat-3998	247	21	:	:	SYM
easat-3998	247	22	9345	9345	NUM
easat-3998	247	23	-	-	SYM
easat-3998	247	24	9355	9355	NUM
easat-3998	247	25	,	,	PUNCT
easat-3998	247	26	2024	2024	NUM
easat-3998	247	27	doi	doi	NOUN
easat-3998	247	28	:	:	PUNCT
easat-3998	247	29	10.55214/25768484.v8i6.3998	10.55214/25768484.v8i6.3998	NUM
easat-3998	247	30	©	©	PROPN
easat-3998	247	31	2024	2024	NUM
easat-3998	247	32	by	by	ADP
easat-3998	247	33	the	the	DET
easat-3998	247	34	authors	author	NOUN
easat-3998	247	35	;	;	PUNCT
easat-3998	247	36	licensee	licensee	PROPN
easat-3998	247	37	learning	learning	NOUN
easat-3998	247	38	gate	gate	NOUN
easat-3998	248	1	[	[	X
easat-3998	248	2	19	19	NUM
easat-3998	248	3	]	]	X
easat-3998	248	4	s.	s.	PROPN
easat-3998	248	5	naoumi	naoumi	PROPN
easat-3998	248	6	,	,	PUNCT
easat-3998	248	7	et	et	PROPN
easat-3998	248	8	al	al	PROPN
easat-3998	248	9	.	.	PUNCT
easat-3998	249	1	“	"	PUNCT
easat-3998	249	2	complex	complex	ADJ
easat-3998	249	3	neural	neural	ADJ
easat-3998	249	4	network	network	NOUN
easat-3998	249	5	based	base	VERB
easat-3998	249	6	joint	joint	ADJ
easat-3998	249	7	aoa	aoa	PROPN
easat-3998	249	8	and	and	CCONJ
easat-3998	249	9	aod	aod	PROPN
easat-3998	249	10	estimation	estimation	NOUN
easat-3998	249	11	for	for	ADP
easat-3998	249	12	bistatic	bistatic	ADJ
easat-3998	249	13	isac	isac	NOUN
easat-3998	249	14	”	"	PUNCT
easat-3998	249	15	,	,	PUNCT
easat-3998	249	16	in	in	ADP
easat-3998	249	17	ieee	ieee	PROPN
easat-3998	249	18	journal	journal	NOUN
easat-3998	249	19	of	of	ADP
easat-3998	249	20	selected	select	VERB
easat-3998	249	21	topics	topic	NOUN
easat-3998	249	22	in	in	ADP
easat-3998	249	23	signal	signal	ADJ
easat-3998	249	24	processing	processing	NOUN
easat-3998	249	25	,	,	PUNCT
easat-3998	249	26	march	march	NOUN
easat-3998	249	27	.	.	PUNCT
easat-3998	250	1	2024	2024	NUM
easat-3998	250	2	[	[	X
easat-3998	250	3	20	20	NUM
easat-3998	250	4	]	]	X
easat-3998	250	5	lin	lin	PROPN
easat-3998	250	6	,	,	PUNCT
easat-3998	250	7	gq	gq	PROPN
easat-3998	250	8	.	.	PROPN
easat-3998	250	9	,	,	PUNCT
easat-3998	250	10	li	li	PROPN
easat-3998	250	11	,	,	PUNCT
easat-3998	250	12	l.	l.	PROPN
easat-3998	250	13	l.	l.	PROPN
easat-3998	250	14	,	,	PUNCT
easat-3998	250	15	tseng	tseng	PROPN
easat-3998	250	16	,	,	PUNCT
easat-3998	250	17	m.	m.	PROPN
easat-3998	250	18	l.	l.	PROPN
easat-3998	250	19	,	,	PUNCT
easat-3998	250	20	liu	liu	PROPN
easat-3998	250	21	,	,	PUNCT
easat-3998	250	22	h.	h.	PROPN
easat-3998	250	23	m.	m.	PROPN
easat-3998	250	24	,	,	PUNCT
easat-3998	250	25	yuan	yuan	PROPN
easat-3998	250	26	,	,	PUNCT
easat-3998	250	27	d.	d.	PROPN
easat-3998	250	28	d.	d.	PROPN
easat-3998	250	29	,	,	PUNCT
easat-3998	250	30	&	&	CCONJ
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easat-3998	250	32	,	,	PUNCT
easat-3998	250	33	r.	r.	PROPN
easat-3998	250	34	r.	r.	PROPN
easat-3998	250	35	(	(	PUNCT
easat-3998	250	36	2020	2020	NUM
easat-3998	250	37	)	)	PUNCT
easat-3998	250	38	.	.	PUNCT
easat-3998	251	1	an	an	DET
easat-3998	251	2	improved	improve	VERB
easat-3998	251	3	moth	moth	NOUN
easat-3998	251	4	-	-	PUNCT
easat-3998	251	5	flame	flame	NOUN
easat-3998	251	6	optimization	optimization	NOUN
easat-3998	251	7	algorithm	algorithm	NOUN
easat-3998	251	8	for	for	ADP
easat-3998	251	9	support	support	NOUN
easat-3998	251	10	vector	vector	NOUN
easat-3998	251	11	machine	machine	NOUN
easat-3998	251	12	prediction	prediction	NOUN
easat-3998	251	13	of	of	ADP
easat-3998	251	14	photovoltaic	photovoltaic	NOUN
easat-3998	251	15	power	power	NOUN
easat-3998	251	16	generation	generation	NOUN
easat-3998	251	17	.	.	PUNCT
easat-3998	252	1	journal	journal	NOUN
easat-3998	252	2	of	of	ADP
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easat-3998	252	5	,	,	PUNCT
easat-3998	252	6	253	253	NUM
easat-3998	252	7	,	,	PUNCT
easat-3998	252	8	119966	119966	NUM
easat-3998	252	9	.	.	PUNCT
easat-3998	253	1	[	[	X
easat-3998	253	2	21	21	NUM
easat-3998	253	3	]	]	SYM
easat-3998	253	4	21dehghani	21dehghani	NUM
easat-3998	253	5	,	,	PUNCT
easat-3998	253	6	s.	s.	PROPN
easat-3998	253	7	m.	m.	PROPN
easat-3998	253	8	,	,	PUNCT
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easat-3998	253	10	,	,	PUNCT
easat-3998	253	11	m.	m.	NOUN
easat-3998	253	12	v.	v.	PROPN
easat-3998	253	13	,	,	PUNCT
easat-3998	253	14	ameri	ameri	PROPN
easat-3998	253	15	,	,	PUNCT
easat-3998	253	16	a.	a.	PROPN
easat-3998	253	17	,	,	PUNCT
easat-3998	253	18	&	&	CCONJ
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easat-3998	253	20	,	,	PUNCT
easat-3998	253	21	n.	n.	PROPN
easat-3998	253	22	s.	s.	PROPN
easat-3998	253	23	(	(	PUNCT
easat-3998	253	24	2008	2008	NUM
easat-3998	253	25	)	)	PUNCT
easat-3998	253	26	.	.	PUNCT
easat-3998	254	1	minimum	minimum	ADJ
easat-3998	254	2	miscibility	miscibility	NOUN
easat-3998	254	3	pressure	pressure	NOUN
easat-3998	254	4	prediction	prediction	NOUN
easat-3998	254	5	based	base	VERB
easat-3998	254	6	on	on	ADP
easat-3998	254	7	a	a	DET
easat-3998	254	8	hybrid	hybrid	ADJ
easat-3998	254	9	neural	neural	ADJ
easat-3998	254	10	genetic	genetic	ADJ
easat-3998	254	11	algorithm	algorithm	NOUN
easat-3998	254	12	.	.	PUNCT
easat-3998	255	1	chemical	chemical	NOUN
easat-3998	255	2	engineering	engineering	PROPN
easat-3998	255	3	research	research	NOUN
easat-3998	255	4	and	and	CCONJ
easat-3998	255	5	design	design	NOUN
easat-3998	255	6	,	,	PUNCT
easat-3998	255	7	86(2	86(2	NOUN
easat-3998	255	8	)	)	PUNCT
easat-3998	255	9	,	,	PUNCT
easat-3998	255	10	173	173	NUM
easat-3998	255	11	-	-	SYM
easat-3998	255	12	185	185	NUM
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easat-3998	256	1	[	[	X
easat-3998	256	2	22	22	NUM
easat-3998	256	3	]	]	SYM
easat-3998	256	4	sözen	sözen	PROPN
easat-3998	256	5	,	,	PUNCT
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easat-3998	256	7	,	,	PUNCT
easat-3998	256	8	arcaklioğlu	arcaklioğlu	PROPN
easat-3998	256	9	,	,	PUNCT
easat-3998	256	10	e.	e.	PROPN
easat-3998	256	11	,	,	PUNCT
easat-3998	256	12	menli	menli	PROPN
easat-3998	256	13	,	,	PUNCT
easat-3998	256	14	t.	t.	PROPN
easat-3998	256	15	,	,	PUNCT
easat-3998	256	16	&	&	CCONJ
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easat-3998	256	18	,	,	PUNCT
easat-3998	256	19	m.	m.	NOUN
easat-3998	256	20	(	(	PUNCT
easat-3998	256	21	2009	2009	NUM
easat-3998	256	22	)	)	PUNCT
easat-3998	256	23	.	.	PUNCT
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easat-3998	257	4	properties	property	NOUN
easat-3998	257	5	of	of	ADP
easat-3998	257	6	an	an	DET
easat-3998	257	7	alternative	alternative	ADJ
easat-3998	257	8	refrigerant	refrigerant	NOUN
easat-3998	257	9	(	(	PUNCT
easat-3998	257	10	r407c	r407c	PROPN
easat-3998	257	11	)	)	PUNCT
easat-3998	257	12	using	use	VERB
easat-3998	257	13	artificial	artificial	ADJ
easat-3998	257	14	neural	neural	ADJ
easat-3998	257	15	network	network	NOUN
easat-3998	257	16	.	.	PUNCT
easat-3998	258	1	expert	expert	NOUN
easat-3998	258	2	systems	system	NOUN
easat-3998	258	3	with	with	ADP
easat-3998	258	4	applications	application	NOUN
easat-3998	258	5	,	,	PUNCT
easat-3998	258	6	36(3	36(3	NUM
easat-3998	258	7	)	)	PUNCT
easat-3998	258	8	,	,	PUNCT
easat-3998	258	9	4346	4346	NUM
easat-3998	258	10	-	-	SYM
easat-3998	258	11	4356	4356	NUM
easat-3998	258	12	.	.	PUNCT
easat-3998	259	1	[	[	X
easat-3998	259	2	23	23	NUM
easat-3998	259	3	]	]	SYM
easat-3998	259	4	olden	olden	PROPN
easat-3998	259	5	,	,	PUNCT
easat-3998	259	6	j.	j.	PROPN
easat-3998	259	7	d.	d.	PROPN
easat-3998	259	8	,	,	PUNCT
easat-3998	259	9	joy	joy	PROPN
easat-3998	259	10	,	,	PUNCT
easat-3998	259	11	m.	m.	NOUN
easat-3998	259	12	k.	k.	PROPN
easat-3998	259	13	,	,	PUNCT
easat-3998	259	14	&	&	CCONJ
easat-3998	259	15	death	death	NOUN
easat-3998	259	16	,	,	PUNCT
easat-3998	259	17	r.	r.	PROPN
easat-3998	259	18	g.	g.	PROPN
easat-3998	259	19	(	(	PUNCT
easat-3998	259	20	2004	2004	NUM
easat-3998	259	21	)	)	PUNCT
easat-3998	259	22	.	.	PUNCT
easat-3998	260	1	an	an	DET
easat-3998	260	2	accurate	accurate	ADJ
easat-3998	260	3	comparison	comparison	NOUN
easat-3998	260	4	of	of	ADP
easat-3998	260	5	methods	method	NOUN
easat-3998	260	6	for	for	ADP
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easat-3998	260	10	in	in	ADP
easat-3998	260	11	artificial	artificial	ADJ
easat-3998	260	12	neural	neural	ADJ
easat-3998	260	13	networks	network	NOUN
easat-3998	260	14	using	use	VERB
easat-3998	260	15	simulated	simulated	ADJ
easat-3998	260	16	data	datum	NOUN
easat-3998	260	17	.	.	PUNCT
easat-3998	261	1	ecological	ecological	ADJ
easat-3998	261	2	modelling	modelling	NOUN
easat-3998	261	3	,	,	PUNCT
easat-3998	261	4	178(3	178(3	NUM
easat-3998	261	5	-	-	SYM
easat-3998	261	6	4	4	NUM
easat-3998	261	7	)	)	PUNCT
easat-3998	261	8	,	,	PUNCT
easat-3998	261	9	389	389	NUM
easat-3998	261	10	-	-	SYM
easat-3998	261	11	397	397	NUM
easat-3998	261	12	.	.	PUNCT
easat-3998	262	1	[	[	X
easat-3998	262	2	24	24	NUM
easat-3998	262	3	]	]	X
easat-3998	262	4	lo	lo	PROPN
easat-3998	262	5	brano	brano	NOUN
easat-3998	262	6	,	,	PUNCT
easat-3998	262	7	v.	v.	ADV
easat-3998	262	8	,	,	PUNCT
easat-3998	262	9	ciulla	ciulla	PROPN
easat-3998	262	10	,	,	PUNCT
easat-3998	262	11	g.	g.	PROPN
easat-3998	262	12	,	,	PUNCT
easat-3998	262	13	&	&	CCONJ
easat-3998	262	14	di	di	PROPN
easat-3998	262	15	falco	falco	PROPN
easat-3998	262	16	,	,	PUNCT
easat-3998	262	17	m.	m.	NOUN
easat-3998	262	18	(	(	PUNCT
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easat-3998	262	20	)	)	PUNCT
easat-3998	262	21	.	.	PUNCT
easat-3998	263	1	artificial	artificial	ADJ
easat-3998	263	2	neural	neural	ADJ
easat-3998	263	3	networks	network	NOUN
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easat-3998	263	5	predict	predict	VERB
easat-3998	263	6	the	the	DET
easat-3998	263	7	power	power	NOUN
easat-3998	263	8	output	output	NOUN
easat-3998	263	9	of	of	ADP
easat-3998	263	10	a	a	DET
easat-3998	263	11	pv	pv	NOUN
easat-3998	263	12	panel	panel	NOUN
easat-3998	263	13	.	.	PUNCT
easat-3998	264	1	international	international	ADJ
easat-3998	264	2	journal	journal	PROPN
easat-3998	264	3	of	of	ADP
easat-3998	264	4	photoenergy	photoenergy	NOUN
easat-3998	264	5	,	,	PUNCT
easat-3998	264	6	2014(1	2014(1	NUM
easat-3998	264	7	)	)	PUNCT
easat-3998	264	8	,	,	PUNCT
easat-3998	264	9	193083	193083	NUM
easat-3998	264	10	.	.	PUNCT
easat-3998	265	1	[	[	X
easat-3998	265	2	25	25	NUM
easat-3998	265	3	]	]	SYM
easat-3998	265	4	masoum	masoum	NOUN
easat-3998	265	5	,	,	PUNCT
easat-3998	265	6	m.	m.	NOUN
easat-3998	265	7	a.	a.	PROPN
easat-3998	265	8	,	,	PUNCT
easat-3998	265	9	dehbonei	dehbonei	NOUN
easat-3998	265	10	,	,	PUNCT
easat-3998	265	11	h.	h.	PROPN
easat-3998	265	12	,	,	PUNCT
easat-3998	265	13	&	&	CCONJ
easat-3998	265	14	fuchs	fuchs	PROPN
easat-3998	265	15	,	,	PUNCT
easat-3998	265	16	e.	e.	PROPN
easat-3998	265	17	f.	f.	PROPN
easat-3998	265	18	(	(	PUNCT
easat-3998	265	19	2002	2002	NUM
easat-3998	265	20	)	)	PUNCT
easat-3998	265	21	.	.	PUNCT
easat-3998	266	1	theoretical	theoretical	ADJ
easat-3998	266	2	and	and	CCONJ
easat-3998	266	3	experimental	experimental	ADJ
easat-3998	266	4	analyses	analysis	NOUN
easat-3998	266	5	of	of	ADP
easat-3998	266	6	photovoltaic	photovoltaic	NOUN
easat-3998	266	7	systems	system	NOUN
easat-3998	266	8	with	with	ADP
easat-3998	266	9	voltageand	voltageand	NOUN
easat-3998	266	10	current	current	ADV
easat-3998	266	11	-	-	PUNCT
easat-3998	266	12	based	base	VERB
easat-3998	266	13	maximum	maximum	ADJ
easat-3998	266	14	power	power	NOUN
easat-3998	266	15	-	-	PUNCT
easat-3998	266	16	point	point	NOUN
easat-3998	266	17	tracking	tracking	NOUN
easat-3998	266	18	.	.	PUNCT
easat-3998	267	1	ieee	ieee	NOUN
easat-3998	267	2	transactions	transaction	NOUN
easat-3998	267	3	on	on	ADP
easat-3998	267	4	energy	energy	NOUN
easat-3998	267	5	conversion	conversion	NOUN
easat-3998	267	6	,	,	PUNCT
easat-3998	267	7	17(4	17(4	NUM
easat-3998	267	8	)	)	PUNCT
easat-3998	267	9	,	,	PUNCT
easat-3998	267	10	514522	514522	NUM
easat-3998	267	11	.	.	PUNCT
easat-3998	268	1	[	[	X
easat-3998	268	2	26	26	NUM
easat-3998	268	3	]	]	X
easat-3998	268	4	ahmad	ahmad	PROPN
easat-3998	268	5	,	,	PUNCT
easat-3998	268	6	j.	j.	PROPN
easat-3998	268	7	,	,	PUNCT
easat-3998	268	8	&	&	CCONJ
easat-3998	268	9	kim	kim	PROPN
easat-3998	268	10	,	,	PUNCT
easat-3998	268	11	h.	h.	PROPN
easat-3998	268	12	j.	j.	PROPN
easat-3998	268	13	(	(	PUNCT
easat-3998	268	14	2009	2009	NUM
easat-3998	268	15	)	)	PUNCT
easat-3998	268	16	.	.	PUNCT
easat-3998	269	1	a	a	DET
easat-3998	269	2	voltage	voltage	NOUN
easat-3998	269	3	based	base	VERB
easat-3998	269	4	maximum	maximum	ADJ
easat-3998	269	5	power	power	NOUN
easat-3998	269	6	point	point	NOUN
easat-3998	269	7	tracker	tracker	NOUN
easat-3998	269	8	for	for	ADP
easat-3998	269	9	low	low	ADJ
easat-3998	269	10	power	power	NOUN
easat-3998	269	11	and	and	CCONJ
easat-3998	269	12	low	low	ADJ
easat-3998	269	13	cost	cost	NOUN
easat-3998	269	14	photovoltaic	photovoltaic	NOUN
easat-3998	269	15	applications	application	NOUN
easat-3998	269	16	.	.	PUNCT
easat-3998	270	1	international	international	ADJ
easat-3998	270	2	journal	journal	PROPN
easat-3998	270	3	of	of	ADP
easat-3998	270	4	electronics	electronic	NOUN
easat-3998	270	5	and	and	CCONJ
easat-3998	270	6	communication	communication	NOUN
easat-3998	270	7	engineering	engineering	NOUN
easat-3998	270	8	,	,	PUNCT
easat-3998	270	9	3(12	3(12	NUM
easat-3998	270	10	)	)	PUNCT
easat-3998	270	11	,	,	PUNCT
easat-3998	270	12	2344	2344	NUM
easat-3998	270	13	-	-	SYM
easat-3998	270	14	2347	2347	NUM
easat-3998	270	15	.	.	PUNCT
easat-3998	271	1	[	[	X
easat-3998	271	2	27	27	NUM
easat-3998	271	3	]	]	SYM
easat-3998	271	4	alaloul	alaloul	PROPN
easat-3998	271	5	,	,	PUNCT
easat-3998	271	6	w.	w.	PROPN
easat-3998	271	7	s.	s.	PROPN
easat-3998	271	8	,	,	PUNCT
easat-3998	271	9	&	&	CCONJ
easat-3998	271	10	qureshi	qureshi	PROPN
easat-3998	271	11	,	,	PUNCT
easat-3998	271	12	a.	a.	PROPN
easat-3998	271	13	h.	h.	PROPN
easat-3998	271	14	(	(	PUNCT
easat-3998	271	15	2020	2020	NUM
easat-3998	271	16	)	)	PUNCT
easat-3998	271	17	.	.	PUNCT
easat-3998	272	1	data	datum	NOUN
easat-3998	272	2	processing	processing	NOUN
easat-3998	272	3	using	use	VERB
easat-3998	272	4	artificial	artificial	ADJ
easat-3998	272	5	neural	neural	ADJ
easat-3998	272	6	networks	network	NOUN
easat-3998	272	7	.	.	PUNCT
easat-3998	273	1	dynamic	dynamic	ADJ
easat-3998	273	2	data	datum	NOUN
easat-3998	273	3	assimilationbeating	assimilationbeate	VERB
easat-3998	273	4	the	the	DET
easat-3998	273	5	uncertainties	uncertainty	NOUN
easat-3998	273	6	.	.	PUNCT
easat-3998	274	1	[	[	X
easat-3998	274	2	28	28	NUM
easat-3998	274	3	]	]	X
easat-3998	274	4	kayri	kayri	PROPN
easat-3998	274	5	,	,	PUNCT
easat-3998	274	6	murat	murat	NOUN
easat-3998	274	7	.	.	PUNCT
easat-3998	275	1	"	"	PUNCT
easat-3998	275	2	predictive	predictive	ADJ
easat-3998	275	3	abilities	ability	NOUN
easat-3998	275	4	of	of	ADP
easat-3998	275	5	bayesian	bayesian	NOUN
easat-3998	275	6	regularization	regularization	NOUN
easat-3998	275	7	and	and	CCONJ
easat-3998	275	8	levenberg	levenberg	PROPN
easat-3998	275	9	–	–	PUNCT
easat-3998	275	10	marquardt	marquardt	PROPN
easat-3998	275	11	algorithms	algorithm	NOUN
easat-3998	275	12	in	in	ADP
easat-3998	275	13	artificial	artificial	ADJ
easat-3998	275	14	neural	neural	ADJ
easat-3998	275	15	networks	network	NOUN
easat-3998	275	16	:	:	PUNCT
easat-3998	275	17	a	a	DET
easat-3998	275	18	comparative	comparative	ADJ
easat-3998	275	19	empirical	empirical	ADJ
easat-3998	275	20	study	study	NOUN
easat-3998	275	21	on	on	ADP
easat-3998	275	22	social	social	ADJ
easat-3998	275	23	data	datum	NOUN
easat-3998	275	24	.	.	PUNCT
easat-3998	275	25	"	"	PUNCT
easat-3998	276	1	mathematical	mathematical	ADJ
easat-3998	276	2	and	and	CCONJ
easat-3998	276	3	computational	computational	ADJ
easat-3998	276	4	applications	application	NOUN
easat-3998	276	5	21.2	21.2	NUM
easat-3998	276	6	(	(	PUNCT
easat-3998	276	7	2016	2016	NUM
easat-3998	276	8	):	):	PUNCT
easat-3998	276	9	20	20	NUM
easat-3998	276	10	.	.	PUNCT
easat-3998	277	1	[	[	X
easat-3998	277	2	29	29	NUM
easat-3998	277	3	]	]	X
easat-3998	277	4	guide	guide	NOUN
easat-3998	277	5	,	,	PUNCT
easat-3998	277	6	matlab	matlab	PROPN
easat-3998	277	7	user	user	NOUN
easat-3998	277	8	’s	’s	PART
easat-3998	277	9	.	.	PUNCT
easat-3998	278	1	"	"	PUNCT
easat-3998	278	2	neural	neural	ADJ
easat-3998	278	3	network	network	NOUN
easat-3998	278	4	toolbox	toolbox	NOUN
easat-3998	278	5	.	.	PUNCT
easat-3998	278	6	"	"	PUNCT
easat-3998	279	1	the	the	DET
easat-3998	279	2	mathworks	mathworks	PROPN
easat-3998	279	3	40	40	NUM
easat-3998	279	4	(	(	PUNCT
easat-3998	279	5	2002	2002	NUM
easat-3998	279	6	)	)	PUNCT
easat-3998	279	7	,	,	PUNCT
easat-3998	279	8	pp	pp	ADJ
easat-3998	279	9	.	.	PUNCT
easat-3998	280	1	5	5	NUM
easat-3998	280	2	-	-	SYM
easat-3998	280	3	22	22	NUM
easat-3998	280	4	.	.	PUNCT
easat-3998	281	1	[	[	X
easat-3998	281	2	30	30	NUM
easat-3998	281	3	]	]	X
easat-3998	281	4	okut	okut	ADJ
easat-3998	281	5	,	,	PUNCT
easat-3998	281	6	hayrettin	hayrettin	NOUN
easat-3998	281	7	,	,	PUNCT
easat-3998	281	8	et	et	PROPN
easat-3998	281	9	al	al	PROPN
easat-3998	281	10	.	.	PUNCT
easat-3998	282	1	"	"	PUNCT
easat-3998	282	2	prediction	prediction	NOUN
easat-3998	282	3	of	of	ADP
easat-3998	282	4	body	body	NOUN
easat-3998	282	5	mass	mass	NOUN
easat-3998	282	6	index	index	NOUN
easat-3998	282	7	in	in	ADP
easat-3998	282	8	mice	mouse	NOUN
easat-3998	282	9	using	use	VERB
easat-3998	282	10	dense	dense	ADJ
easat-3998	282	11	molecular	molecular	ADJ
easat-3998	282	12	markers	marker	NOUN
easat-3998	282	13	and	and	CCONJ
easat-3998	282	14	a	a	DET
easat-3998	282	15	regularized	regularize	VERB
easat-3998	282	16	neural	neural	ADJ
easat-3998	282	17	network	network	NOUN
easat-3998	282	18	.	.	PUNCT
easat-3998	282	19	"	"	PUNCT
easat-3998	283	1	genetics	genetic	NOUN
easat-3998	283	2	research	research	VERB
easat-3998	283	3	93.3	93.3	NUM
easat-3998	283	4	(	(	PUNCT
easat-3998	283	5	2011	2011	NUM
easat-3998	283	6	):	):	PUNCT
easat-3998	283	7	189	189	NUM
easat-3998	283	8	-	-	SYM
easat-3998	283	9	201	201	NUM
easat-3998	283	10	.	.	PUNCT
easat-3998	284	1	[	[	X
easat-3998	284	2	31	31	NUM
easat-3998	284	3	]	]	PUNCT
easat-3998	284	4	bishop	bishop	PROPN
easat-3998	284	5	,	,	PUNCT
easat-3998	284	6	christopher	christopher	PROPN
easat-3998	284	7	m.	m.	PROPN
easat-3998	284	8	,	,	PUNCT
easat-3998	284	9	and	and	CCONJ
easat-3998	284	10	michael	michael	PROPN
easat-3998	284	11	e.	e.	PROPN
easat-3998	284	12	tipping	tipping	PROPN
easat-3998	284	13	.	.	PUNCT
easat-3998	285	1	"	"	PUNCT
easat-3998	285	2	a	a	DET
easat-3998	285	3	hierarchical	hierarchical	ADJ
easat-3998	285	4	latent	latent	NOUN
easat-3998	285	5	variable	variable	ADJ
easat-3998	285	6	model	model	NOUN
easat-3998	285	7	for	for	ADP
easat-3998	285	8	data	data	NOUN
easat-3998	285	9	visualization	visualization	NOUN
easat-3998	285	10	.	.	PUNCT
easat-3998	285	11	"	"	PUNCT
easat-3998	286	1	ieee	ieee	NOUN
easat-3998	286	2	transactions	transaction	NOUN
easat-3998	286	3	on	on	ADP
easat-3998	286	4	pattern	pattern	NOUN
easat-3998	286	5	analysis	analysis	NOUN
easat-3998	286	6	and	and	CCONJ
easat-3998	286	7	machine	machine	NOUN
easat-3998	286	8	intelligence	intelligence	NOUN
easat-3998	286	9	20.3	20.3	NUM
easat-3998	286	10	(	(	PUNCT
easat-3998	286	11	1998	1998	NUM
easat-3998	286	12	):	):	PUNCT
easat-3998	286	13	281	281	NUM
easat-3998	286	14	-	-	SYM
easat-3998	286	15	293	293	NUM
easat-3998	286	16	.	.	PUNCT
easat-3998	287	1	[	[	X
easat-3998	287	2	32	32	NUM
easat-3998	287	3	]	]	PUNCT
easat-3998	287	4	burden	burden	NOUN
easat-3998	287	5	,	,	PUNCT
easat-3998	287	6	frank	frank	ADJ
easat-3998	287	7	,	,	PUNCT
easat-3998	287	8	and	and	CCONJ
easat-3998	287	9	dave	dave	PROPN
easat-3998	287	10	winkler	winkler	PROPN
easat-3998	287	11	.	.	PUNCT
easat-3998	288	1	"	"	PUNCT
easat-3998	288	2	bayesian	bayesian	NOUN
easat-3998	288	3	regularization	regularization	NOUN
easat-3998	288	4	of	of	ADP
easat-3998	288	5	neural	neural	ADJ
easat-3998	288	6	networks	network	NOUN
easat-3998	288	7	.	.	PUNCT
easat-3998	288	8	"	"	PUNCT
easat-3998	289	1	artificial	artificial	ADJ
easat-3998	289	2	neural	neural	ADJ
easat-3998	289	3	networks	network	NOUN
easat-3998	289	4	:	:	PUNCT
easat-3998	289	5	methods	method	NOUN
easat-3998	289	6	and	and	CCONJ
easat-3998	289	7	applications	application	NOUN
easat-3998	289	8	(	(	PUNCT
easat-3998	289	9	2009	2009	NUM
easat-3998	289	10	):	):	PUNCT
easat-3998	289	11	23	23	NUM
easat-3998	289	12	-	-	SYM
easat-3998	289	13	42	42	NUM
easat-3998	289	14	.	.	PUNCT
easat-3998	290	1	[	[	X
easat-3998	290	2	33	33	NUM
easat-3998	290	3	]	]	PUNCT
easat-3998	290	4	marwala	marwala	PROPN
easat-3998	290	5	,	,	PUNCT
easat-3998	290	6	tshilidzi	tshilidzi	PROPN
easat-3998	290	7	.	.	PUNCT
easat-3998	291	1	"	"	PUNCT
easat-3998	291	2	bayesian	bayesian	NOUN
easat-3998	291	3	training	training	NOUN
easat-3998	291	4	of	of	ADP
easat-3998	291	5	neural	neural	ADJ
easat-3998	291	6	networks	network	NOUN
easat-3998	291	7	using	use	VERB
easat-3998	291	8	genetic	genetic	ADJ
easat-3998	291	9	programming	programming	NOUN
easat-3998	291	10	.	.	PUNCT
easat-3998	291	11	"	"	PUNCT
easat-3998	291	12	pattern	pattern	NOUN
easat-3998	291	13	recognition	recognition	NOUN
easat-3998	291	14	letters	letter	VERB
easat-3998	291	15	28.12	28.12	NUM
easat-3998	291	16	(	(	PUNCT
easat-3998	291	17	2007	2007	NUM
easat-3998	291	18	):	):	PUNCT
easat-3998	291	19	1452	1452	NUM
easat-3998	291	20	-	-	SYM
easat-3998	291	21	1458	1458	NUM
easat-3998	291	22	.	.	PUNCT
easat-3998	292	1	[	[	X
easat-3998	292	2	34	34	NUM
easat-3998	292	3	]	]	X
easat-3998	292	4	titterington	titterington	PROPN
easat-3998	292	5	,	,	PUNCT
easat-3998	292	6	d.	d.	PROPN
easat-3998	292	7	michael	michael	PROPN
easat-3998	292	8	.	.	PUNCT
easat-3998	293	1	"	"	PUNCT
easat-3998	293	2	bayesian	bayesian	NOUN
easat-3998	293	3	methods	method	NOUN
easat-3998	293	4	for	for	ADP
easat-3998	293	5	neural	neural	ADJ
easat-3998	293	6	networks	network	NOUN
easat-3998	293	7	and	and	CCONJ
easat-3998	293	8	related	related	ADJ
easat-3998	293	9	models	model	NOUN
easat-3998	293	10	.	.	PUNCT
easat-3998	293	11	"	"	PUNCT
easat-3998	294	1	statistical	statistical	ADJ
easat-3998	294	2	science	science	NOUN
easat-3998	294	3	(	(	PUNCT
easat-3998	294	4	2004	2004	NUM
easat-3998	294	5	):	):	PUNCT
easat-3998	294	6	128	128	NUM
easat-3998	294	7	-	-	SYM
easat-3998	294	8	139	139	NUM
easat-3998	294	9	.	.	PUNCT
easat-3998	295	1	[	[	X
easat-3998	295	2	35	35	NUM
easat-3998	295	3	]	]	PUNCT
easat-3998	295	4	t.	t.	PROPN
easat-3998	295	5	yao	yao	PROPN
easat-3998	295	6	,	,	PUNCT
easat-3998	295	7	j.	j.	PROPN
easat-3998	295	8	wang	wang	PROPN
easat-3998	295	9	,	,	PUNCT
easat-3998	295	10	and	and	CCONJ
easat-3998	295	11	h.	h.	PROPN
easat-3998	295	12	wu	wu	PROPN
easat-3998	295	13	,	,	PUNCT
easat-3998	295	14	`	`	PUNCT
easat-3998	295	15	`	`	PUNCT
easat-3998	295	16	pvod	pvod	VERB
easat-3998	295	17	v1.0	v1.0	NOUN
easat-3998	295	18	:	:	PUNCT
easat-3998	295	19	a	a	DET
easat-3998	295	20	photovoltaic	photovoltaic	NOUN
easat-3998	295	21	power	power	NOUN
easat-3998	295	22	output	output	NOUN
easat-3998	295	23	dataset	dataset	VERB
easat-3998	295	24	,	,	PUNCT
easat-3998	295	25	''	''	PUNCT
easat-3998	295	26	sci	sci	PROPN
easat-3998	295	27	.	.	PROPN
easat-3998	295	28	data	data	PROPN
easat-3998	295	29	bank	bank	PROPN
easat-3998	295	30	,	,	PUNCT
easat-3998	295	31	chin	chin	PROPN
easat-3998	295	32	.	.	PUNCT
easat-3998	295	33	acad	acad	PROPN
easat-3998	295	34	.	.	PUNCT
easat-3998	296	1	sci	sci	PROPN
easat-3998	296	2	.	.	PROPN
easat-3998	296	3	,	,	PUNCT
easat-3998	296	4	beijing	beijing	PROPN
easat-3998	296	5	,	,	PUNCT
easat-3998	296	6	china	china	PROPN
easat-3998	296	7	,	,	PUNCT
easat-3998	296	8	tech	tech	PROPN
easat-3998	296	9	.	.	PUNCT
easat-3998	296	10	rep	rep	PROPN
easat-3998	296	11	.	.	PROPN
easat-3998	297	1	[	[	X
easat-3998	297	2	36	36	NUM
easat-3998	297	3	]	]	SYM
easat-3998	297	4	yao	yao	PROPN
easat-3998	297	5	,	,	PUNCT
easat-3998	297	6	tiechui	tiechui	NOUN
easat-3998	297	7	,	,	PUNCT
easat-3998	297	8	et	et	PROPN
easat-3998	297	9	al	al	PROPN
easat-3998	297	10	.	.	PUNCT
easat-3998	297	11	"	"	PUNCT
easat-3998	297	12	pvod	pvod	NOUN
easat-3998	297	13	v1	v1	NOUN
easat-3998	297	14	.	.	PUNCT
easat-3998	298	1	0	0	NUM
easat-3998	298	2	:	:	PUNCT
easat-3998	298	3	a	a	DET
easat-3998	298	4	photovoltaic	photovoltaic	NOUN
easat-3998	298	5	power	power	NOUN
easat-3998	298	6	output	output	NOUN
easat-3998	298	7	dataset	dataset	NOUN
easat-3998	298	8	.	.	PUNCT
easat-3998	298	9	"	"	PUNCT
easat-3998	299	1	sci	sci	PROPN
easat-3998	299	2	.	.	PROPN
easat-3998	299	3	data	data	PROPN
easat-3998	299	4	bank	bank	PROPN
easat-3998	299	5	,	,	PUNCT
easat-3998	299	6	chin	chin	PROPN
easat-3998	299	7	.	.	PUNCT
easat-3998	299	8	acad	acad	PROPN
easat-3998	299	9	.	.	PUNCT
easat-3998	300	1	sci	sci	PROPN
easat-3998	300	2	.	.	PROPN
easat-3998	300	3	,	,	PUNCT
easat-3998	300	4	beijing	beijing	PROPN
easat-3998	300	5	,	,	PUNCT
easat-3998	300	6	china	china	PROPN
easat-3998	300	7	,	,	PUNCT
easat-3998	300	8	tech	tech	PROPN
easat-3998	300	9	.	.	PUNCT
easat-3998	300	10	rep	rep	PROPN
easat-3998	300	11	(	(	PUNCT
easat-3998	300	12	2021	2021	NUM
easat-3998	300	13	)	)	PUNCT
easat-3998	300	14	.	.	PUNCT
easat-3998	301	1	http://www.doi.org/10.11922/sciencedb.01094	http://www.doi.org/10.11922/sciencedb.01094	PROPN
easat-3998	301	2	.	.	PUNCT
easat-3998	301	3	http://www.doi.org/10.11922/sciencedb.01094	http://www.doi.org/10.11922/sciencedb.01094	PUNCT