id	sid	tid	token	lemma	pos
easat-1545	1	1	edelweiss	edelweiss	PROPN
easat-1545	1	2	applied	apply	VERB
easat-1545	1	3	science	science	NOUN
easat-1545	1	4	and	and	CCONJ
easat-1545	1	5	technology	technology	NOUN
easat-1545	1	6	issn	issn	PROPN
easat-1545	1	7	:	:	PUNCT
easat-1545	1	8	2576	2576	NUM
easat-1545	1	9	-	-	SYM
easat-1545	1	10	8484	8484	NUM
easat-1545	1	11	vol	vol	NOUN
easat-1545	1	12	.	.	PROPN
easat-1545	1	13	8	8	NUM
easat-1545	1	14	,	,	PUNCT
easat-1545	1	15	no	no	INTJ
easat-1545	1	16	.	.	NOUN
easat-1545	1	17	4	4	NUM
easat-1545	1	18	,	,	PUNCT
easat-1545	1	19	1687	1687	NUM
easat-1545	1	20	-	-	SYM
easat-1545	1	21	1698	1698	NUM
easat-1545	1	22	2024	2024	NUM
easat-1545	1	23	publisher	publisher	NOUN
easat-1545	1	24	:	:	PUNCT
easat-1545	1	25	learning	learn	VERB
easat-1545	1	26	gate	gate	NOUN
easat-1545	1	27	doi	doi	PROPN
easat-1545	1	28	:	:	PUNCT
easat-1545	1	29	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	1	30	©	©	ADP
easat-1545	1	31	2024	2024	NUM
easat-1545	1	32	by	by	ADP
easat-1545	1	33	the	the	DET
easat-1545	1	34	authors	author	NOUN
easat-1545	1	35	;	;	PUNCT
easat-1545	1	36	licensee	licensee	PROPN
easat-1545	1	37	learning	learning	NOUN
easat-1545	1	38	gate	gate	NOUN
easat-1545	1	39	©	©	PROPN
easat-1545	1	40	2024	2024	NUM
easat-1545	1	41	by	by	ADP
easat-1545	1	42	the	the	DET
easat-1545	1	43	authors	author	NOUN
easat-1545	1	44	;	;	PUNCT
easat-1545	1	45	licensee	licensee	PROPN
easat-1545	1	46	learning	learn	VERB
easat-1545	1	47	gate	gate	NOUN
easat-1545	1	48	*	*	PUNCT
easat-1545	1	49	correspondence	correspondence	NOUN
easat-1545	1	50	:	:	PUNCT
easat-1545	1	51	mtoche6@gmail.com	mtoche6@gmail.com	X
easat-1545	1	52	modeling	modeling	NOUN
easat-1545	1	53	and	and	CCONJ
easat-1545	1	54	simulation	simulation	NOUN
easat-1545	1	55	of	of	ADP
easat-1545	1	56	a	a	DET
easat-1545	1	57	photovoltaic	photovoltaic	NOUN
easat-1545	1	58	generator	generator	NOUN
easat-1545	1	59	for	for	ADP
easat-1545	1	60	analyzing	analyze	VERB
easat-1545	1	61	the	the	DET
easat-1545	1	62	impact	impact	NOUN
easat-1545	1	63	of	of	ADP
easat-1545	1	64	faults	fault	NOUN
easat-1545	1	65	on	on	ADP
easat-1545	1	66	the	the	DET
easat-1545	1	67	i	i	PROPN
easat-1545	1	68	-	-	PUNCT
easat-1545	1	69	v	v	PROPN
easat-1545	1	70	curve	curve	NOUN
easat-1545	1	71	guy	guy	NOUN
easat-1545	1	72	m.	m.	NOUN
easat-1545	1	73	toche	toche	PROPN
easat-1545	1	74	tchio1	tchio1	PROPN
easat-1545	1	75	*	*	PROPN
easat-1545	1	76	,	,	PUNCT
easat-1545	1	77	joseph	joseph	PROPN
easat-1545	1	78	kenfack3	kenfack3	PROPN
easat-1545	1	79	,	,	PUNCT
easat-1545	1	80	joseph	joseph	PROPN
easat-1545	1	81	voufo3	voufo3	PROPN
easat-1545	1	82	,	,	PUNCT
easat-1545	1	83	sanoussi	sanoussi	NOUN
easat-1545	1	84	s.	s.	PROPN
easat-1545	1	85	ouro	ouro	PROPN
easat-1545	1	86	-	-	PUNCT
easat-1545	1	87	djobo1,2	djobo1,2	PROPN
easat-1545	1	88	1regional	1regional	ADJ
easat-1545	1	89	center	center	NOUN
easat-1545	1	90	of	of	ADP
easat-1545	1	91	excellence	excellence	NOUN
easat-1545	1	92	for	for	ADP
easat-1545	1	93	electricity	electricity	NOUN
easat-1545	1	94	management	management	NOUN
easat-1545	1	95	(	(	PUNCT
easat-1545	1	96	cerme	cerme	ADJ
easat-1545	1	97	)	)	PUNCT
easat-1545	1	98	,	,	PUNCT
easat-1545	1	99	university	university	NOUN
easat-1545	1	100	of	of	ADP
easat-1545	1	101	lomé	lomé	NOUN
easat-1545	1	102	,	,	PUNCT
easat-1545	1	103	togo	togo	PROPN
easat-1545	1	104	;	;	PUNCT
easat-1545	1	105	mtoche6@gmail.com	mtoche6@gmail.com	X
easat-1545	1	106	(	(	PUNCT
easat-1545	1	107	g.m.t.t	g.m.t.t	PROPN
easat-1545	1	108	.	.	PROPN
easat-1545	1	109	)	)	PUNCT
easat-1545	1	110	.	.	PUNCT
easat-1545	2	1	2solar	2solar	NUM
easat-1545	2	2	energy	energy	NOUN
easat-1545	2	3	laboratory	laboratory	NOUN
easat-1545	2	4	,	,	PUNCT
easat-1545	2	5	department	department	NOUN
easat-1545	2	6	of	of	ADP
easat-1545	2	7	physics	physics	PROPN
easat-1545	2	8	,	,	PUNCT
easat-1545	2	9	faculty	faculty	NOUN
easat-1545	2	10	of	of	ADP
easat-1545	2	11	sciences	science	NOUN
easat-1545	2	12	,	,	PUNCT
easat-1545	2	13	university	university	NOUN
easat-1545	2	14	of	of	ADP
easat-1545	2	15	lomé	lomé	NOUN
easat-1545	2	16	,	,	PUNCT
easat-1545	2	17	togo	togo	PROPN
easat-1545	2	18	.	.	PUNCT
easat-1545	3	1	3laboratory	3laboratory	NUM
easat-1545	3	2	on	on	ADP
easat-1545	3	3	small	small	ADJ
easat-1545	3	4	hydropower	hydropower	NOUN
easat-1545	3	5	and	and	CCONJ
easat-1545	3	6	hybrid	hybrid	NOUN
easat-1545	3	7	systems	system	NOUN
easat-1545	3	8	,	,	PUNCT
easat-1545	3	9	national	national	ADJ
easat-1545	3	10	advanced	advanced	ADJ
easat-1545	3	11	school	school	NOUN
easat-1545	3	12	of	of	ADP
easat-1545	3	13	engineering	engineering	NOUN
easat-1545	3	14	of	of	ADP
easat-1545	3	15	yaoundé	yaoundé	PROPN
easat-1545	3	16	(	(	PUNCT
easat-1545	3	17	nasey	nasey	NOUN
easat-1545	3	18	)	)	PUNCT
easat-1545	3	19	,	,	PUNCT
easat-1545	3	20	university	university	NOUN
easat-1545	3	21	of	of	ADP
easat-1545	3	22	yaoundé	yaoundé	PROPN
easat-1545	3	23	1	1	NUM
easat-1545	3	24	,	,	PUNCT
easat-1545	3	25	cameroon	cameroon	NOUN
easat-1545	3	26	;	;	PUNCT
easat-1545	3	27	joskenfack@yahoo.fr	joskenfack@yahoo.fr	PROPN
easat-1545	3	28	(	(	PUNCT
easat-1545	3	29	j.k	j.k	PROPN
easat-1545	3	30	.	.	PROPN
easat-1545	3	31	)	)	PUNCT
easat-1545	3	32	,	,	PUNCT
easat-1545	3	33	voufojo1@gmail.com	voufojo1@gmail.com	X
easat-1545	3	34	(	(	PUNCT
easat-1545	3	35	j.v	j.v	NOUN
easat-1545	3	36	)	)	PUNCT
easat-1545	3	37	.	.	PUNCT
easat-1545	4	1	abstract	abstract	ADJ
easat-1545	4	2	:	:	PUNCT
easat-1545	4	3	the	the	DET
easat-1545	4	4	rapid	rapid	ADJ
easat-1545	4	5	expansion	expansion	NOUN
easat-1545	4	6	of	of	ADP
easat-1545	4	7	the	the	DET
easat-1545	4	8	solar	solar	ADJ
easat-1545	4	9	industry	industry	NOUN
easat-1545	4	10	has	have	AUX
easat-1545	4	11	underscored	underscore	VERB
easat-1545	4	12	the	the	DET
easat-1545	4	13	importance	importance	NOUN
easat-1545	4	14	of	of	ADP
easat-1545	4	15	photovoltaic	photovoltaic	NOUN
easat-1545	4	16	installations	installation	NOUN
easat-1545	4	17	in	in	ADP
easat-1545	4	18	the	the	DET
easat-1545	4	19	ongoing	ongoing	ADJ
easat-1545	4	20	transition	transition	NOUN
easat-1545	4	21	to	to	ADP
easat-1545	4	22	sustainable	sustainable	ADJ
easat-1545	4	23	energy	energy	NOUN
easat-1545	4	24	.	.	PUNCT
easat-1545	5	1	with	with	ADP
easat-1545	5	2	this	this	DET
easat-1545	5	3	growth	growth	NOUN
easat-1545	5	4	comes	come	VERB
easat-1545	5	5	the	the	DET
easat-1545	5	6	crucial	crucial	ADJ
easat-1545	5	7	task	task	NOUN
easat-1545	5	8	of	of	ADP
easat-1545	5	9	effectively	effectively	ADV
easat-1545	5	10	monitoring	monitor	VERB
easat-1545	5	11	and	and	CCONJ
easat-1545	5	12	controlling	control	VERB
easat-1545	5	13	the	the	DET
easat-1545	5	14	power	power	NOUN
easat-1545	5	15	generated	generate	VERB
easat-1545	5	16	.	.	PUNCT
easat-1545	6	1	photovoltaic	photovoltaic	NOUN
easat-1545	6	2	systems	system	NOUN
easat-1545	6	3	are	be	AUX
easat-1545	6	4	particularly	particularly	ADV
easat-1545	6	5	vulnerable	vulnerable	ADJ
easat-1545	6	6	to	to	ADP
easat-1545	6	7	defects	defect	NOUN
easat-1545	6	8	due	due	ADJ
easat-1545	6	9	to	to	ADP
easat-1545	6	10	their	their	PRON
easat-1545	6	11	exposure	exposure	NOUN
easat-1545	6	12	to	to	ADP
easat-1545	6	13	challenging	challenge	VERB
easat-1545	6	14	environmental	environmental	ADJ
easat-1545	6	15	conditions	condition	NOUN
easat-1545	6	16	,	,	PUNCT
easat-1545	6	17	which	which	PRON
easat-1545	6	18	can	can	AUX
easat-1545	6	19	lead	lead	VERB
easat-1545	6	20	to	to	ADP
easat-1545	6	21	reduced	reduce	VERB
easat-1545	6	22	power	power	NOUN
easat-1545	6	23	output	output	NOUN
easat-1545	6	24	and	and	CCONJ
easat-1545	6	25	an	an	DET
easat-1545	6	26	increased	increase	VERB
easat-1545	6	27	risk	risk	NOUN
easat-1545	6	28	of	of	ADP
easat-1545	6	29	fire	fire	NOUN
easat-1545	6	30	.	.	PUNCT
easat-1545	7	1	therefore	therefore	ADV
easat-1545	7	2	,	,	PUNCT
easat-1545	7	3	a	a	DET
easat-1545	7	4	thorough	thorough	ADJ
easat-1545	7	5	analysis	analysis	NOUN
easat-1545	7	6	of	of	ADP
easat-1545	7	7	any	any	DET
easat-1545	7	8	faults	fault	NOUN
easat-1545	7	9	is	be	AUX
easat-1545	7	10	essential	essential	ADJ
easat-1545	7	11	in	in	ADP
easat-1545	7	12	order	order	NOUN
easat-1545	7	13	to	to	PART
easat-1545	7	14	mitigate	mitigate	VERB
easat-1545	7	15	potential	potential	ADJ
easat-1545	7	16	damage	damage	NOUN
easat-1545	7	17	to	to	ADP
easat-1545	7	18	the	the	DET
easat-1545	7	19	system	system	NOUN
easat-1545	7	20	.	.	PUNCT
easat-1545	8	1	the	the	DET
easat-1545	8	2	present	present	ADJ
easat-1545	8	3	study	study	NOUN
easat-1545	8	4	proposes	propose	VERB
easat-1545	8	5	a	a	DET
easat-1545	8	6	comprehensive	comprehensive	ADJ
easat-1545	8	7	analysis	analysis	NOUN
easat-1545	8	8	of	of	ADP
easat-1545	8	9	the	the	DET
easat-1545	8	10	behavior	behavior	NOUN
easat-1545	8	11	of	of	ADP
easat-1545	8	12	a	a	DET
easat-1545	8	13	photovoltaic	photovoltaic	NOUN
easat-1545	8	14	generator	generator	NOUN
easat-1545	8	15	comprising	comprise	VERB
easat-1545	8	16	four	four	NUM
easat-1545	8	17	modules	module	NOUN
easat-1545	8	18	.	.	PUNCT
easat-1545	9	1	matlab	matlab	PROPN
easat-1545	9	2	/	/	SYM
easat-1545	9	3	simulink	simulink	PROPN
easat-1545	9	4	software	software	NOUN
easat-1545	9	5	is	be	AUX
easat-1545	9	6	used	use	VERB
easat-1545	9	7	to	to	PART
easat-1545	9	8	model	model	VERB
easat-1545	9	9	the	the	DET
easat-1545	9	10	generator	generator	NOUN
easat-1545	9	11	in	in	ADP
easat-1545	9	12	healthy	healthy	ADJ
easat-1545	9	13	operation	operation	NOUN
easat-1545	9	14	.	.	PUNCT
easat-1545	10	1	subsequently	subsequently	ADV
easat-1545	10	2	,	,	PUNCT
easat-1545	10	3	a	a	DET
easat-1545	10	4	simulation	simulation	NOUN
easat-1545	10	5	of	of	ADP
easat-1545	10	6	the	the	DET
easat-1545	10	7	generator	generator	NOUN
easat-1545	10	8	in	in	ADP
easat-1545	10	9	faulty	faulty	ADJ
easat-1545	10	10	conditions	condition	NOUN
easat-1545	10	11	is	be	AUX
easat-1545	10	12	conducted	conduct	VERB
easat-1545	10	13	,	,	PUNCT
easat-1545	10	14	considering	consider	VERB
easat-1545	10	15	four	four	NUM
easat-1545	10	16	fault	fault	NOUN
easat-1545	10	17	cases	case	NOUN
easat-1545	10	18	:	:	PUNCT
easat-1545	10	19	partial	partial	ADJ
easat-1545	10	20	shading	shading	NOUN
easat-1545	10	21	(	(	PUNCT
easat-1545	10	22	ps	ps	NOUN
easat-1545	10	23	)	)	PUNCT
easat-1545	10	24	,	,	PUNCT
easat-1545	10	25	open	open	ADJ
easat-1545	10	26	circuit	circuit	NOUN
easat-1545	10	27	fault	fault	NOUN
easat-1545	10	28	(	(	PUNCT
easat-1545	10	29	ocf	ocf	PROPN
easat-1545	10	30	)	)	PUNCT
easat-1545	10	31	,	,	PUNCT
easat-1545	10	32	bypass	bypass	NOUN
easat-1545	10	33	diode	diode	NOUN
easat-1545	10	34	disconnected	disconnected	ADJ
easat-1545	10	35	(	(	PUNCT
easat-1545	10	36	psbd	psbd	NOUN
easat-1545	10	37	)	)	PUNCT
easat-1545	10	38	,	,	PUNCT
easat-1545	10	39	and	and	CCONJ
easat-1545	10	40	twinned	twin	VERB
easat-1545	10	41	fault	fault	NOUN
easat-1545	10	42	bypass	bypass	NOUN
easat-1545	10	43	diode	diode	NOUN
easat-1545	10	44	disconnected	disconnected	ADJ
easat-1545	10	45	plus	plus	CCONJ
easat-1545	10	46	open	open	ADJ
easat-1545	10	47	circuit	circuit	NOUN
easat-1545	10	48	(	(	PUNCT
easat-1545	10	49	psbdoc	psbdoc	NOUN
easat-1545	10	50	)	)	PUNCT
easat-1545	10	51	.	.	PUNCT
easat-1545	11	1	a	a	DET
easat-1545	11	2	detailed	detailed	ADJ
easat-1545	11	3	examination	examination	NOUN
easat-1545	11	4	of	of	ADP
easat-1545	11	5	the	the	DET
easat-1545	11	6	simulation	simulation	NOUN
easat-1545	11	7	results	result	VERB
easat-1545	11	8	for	for	ADP
easat-1545	11	9	the	the	DET
easat-1545	11	10	faults	fault	NOUN
easat-1545	11	11	above	above	ADV
easat-1545	11	12	reveals	reveal	VERB
easat-1545	11	13	that	that	SCONJ
easat-1545	11	14	the	the	DET
easat-1545	11	15	twinned	twin	VERB
easat-1545	11	16	fault	fault	NOUN
easat-1545	11	17	results	result	VERB
easat-1545	11	18	in	in	ADP
easat-1545	11	19	a	a	DET
easat-1545	11	20	substantial	substantial	ADJ
easat-1545	11	21	reduction	reduction	NOUN
easat-1545	11	22	in	in	ADP
easat-1545	11	23	the	the	DET
easat-1545	11	24	output	output	NOUN
easat-1545	11	25	current	current	NOUN
easat-1545	11	26	,	,	PUNCT
easat-1545	11	27	as	as	ADV
easat-1545	11	28	well	well	ADV
easat-1545	11	29	as	as	ADP
easat-1545	11	30	an	an	DET
easat-1545	11	31	elimination	elimination	NOUN
easat-1545	11	32	of	of	ADP
easat-1545	11	33	the	the	DET
easat-1545	11	34	open	open	ADJ
easat-1545	11	35	circuit	circuit	NOUN
easat-1545	11	36	voltage	voltage	NOUN
easat-1545	11	37	of	of	ADP
easat-1545	11	38	the	the	DET
easat-1545	11	39	photovoltaic	photovoltaic	NOUN
easat-1545	11	40	generator	generator	NOUN
easat-1545	11	41	.	.	PUNCT
easat-1545	12	1	this	this	PRON
easat-1545	12	2	contrasts	contrast	VERB
easat-1545	12	3	the	the	DET
easat-1545	12	4	behavior	behavior	NOUN
easat-1545	12	5	observed	observe	VERB
easat-1545	12	6	in	in	ADP
easat-1545	12	7	a	a	DET
easat-1545	12	8	system	system	NOUN
easat-1545	12	9	comprising	comprise	VERB
easat-1545	12	10	two	two	NUM
easat-1545	12	11	modules	module	NOUN
easat-1545	12	12	,	,	PUNCT
easat-1545	12	13	wherein	wherein	SCONJ
easat-1545	12	14	the	the	DET
easat-1545	12	15	open	open	ADJ
easat-1545	12	16	circuit	circuit	NOUN
easat-1545	12	17	voltage	voltage	NOUN
easat-1545	12	18	remains	remain	VERB
easat-1545	12	19	unaltered	unaltered	ADJ
easat-1545	12	20	.	.	PUNCT
easat-1545	13	1	this	this	DET
easat-1545	13	2	particular	particular	ADJ
easat-1545	13	3	fault	fault	NOUN
easat-1545	13	4	offers	offer	VERB
easat-1545	13	5	a	a	DET
easat-1545	13	6	compelling	compelling	ADJ
easat-1545	13	7	rationale	rationale	NOUN
easat-1545	13	8	for	for	ADP
easat-1545	13	9	the	the	DET
easat-1545	13	10	monitoring	monitoring	NOUN
easat-1545	13	11	of	of	ADP
easat-1545	13	12	photovoltaic	photovoltaic	NOUN
easat-1545	13	13	installations	installation	NOUN
easat-1545	13	14	,	,	PUNCT
easat-1545	13	15	to	to	PART
easat-1545	13	16	enhance	enhance	VERB
easat-1545	13	17	overall	overall	ADJ
easat-1545	13	18	productivity	productivity	NOUN
easat-1545	13	19	while	while	SCONJ
easat-1545	13	20	avoiding	avoid	VERB
easat-1545	13	21	any	any	DET
easat-1545	13	22	potential	potential	ADJ
easat-1545	13	23	damage	damage	NOUN
easat-1545	13	24	to	to	ADP
easat-1545	13	25	the	the	DET
easat-1545	13	26	system	system	NOUN
easat-1545	13	27	.	.	PUNCT
easat-1545	14	1	keywords	keyword	NOUN
easat-1545	14	2	:	:	PUNCT
easat-1545	14	3	faults	fault	NOUN
easat-1545	14	4	,	,	PUNCT
easat-1545	14	5	modeling	modeling	NOUN
easat-1545	14	6	,	,	PUNCT
easat-1545	14	7	photovoltaic	photovoltaic	NOUN
easat-1545	14	8	generator	generator	NOUN
easat-1545	14	9	,	,	PUNCT
easat-1545	14	10	simulation	simulation	NOUN
easat-1545	14	11	.	.	PUNCT
easat-1545	15	1	1	1	NUM
easat-1545	15	2	.	.	X
easat-1545	15	3	introduction	introduction	NOUN
easat-1545	15	4	1.1	1.1	NUM
easat-1545	15	5	.	.	PUNCT
easat-1545	16	1	motivation	motivation	NOUN
easat-1545	16	2	in	in	ADP
easat-1545	16	3	a	a	DET
easat-1545	16	4	context	context	NOUN
easat-1545	16	5	marked	mark	VERB
easat-1545	16	6	by	by	ADP
easat-1545	16	7	the	the	DET
easat-1545	16	8	promotion	promotion	NOUN
easat-1545	16	9	of	of	ADP
easat-1545	16	10	access	access	NOUN
easat-1545	16	11	to	to	ADP
easat-1545	16	12	reliable	reliable	ADJ
easat-1545	16	13	,	,	PUNCT
easat-1545	16	14	sustainable	sustainable	ADJ
easat-1545	16	15	,	,	PUNCT
easat-1545	16	16	modern	modern	ADJ
easat-1545	16	17	,	,	PUNCT
easat-1545	16	18	and	and	CCONJ
easat-1545	16	19	affordable	affordable	ADJ
easat-1545	16	20	energy	energy	NOUN
easat-1545	16	21	services	service	NOUN
easat-1545	16	22	[	[	X
easat-1545	16	23	1	1	NUM
easat-1545	16	24	]	]	PUNCT
easat-1545	16	25	,	,	PUNCT
easat-1545	16	26	the	the	DET
easat-1545	16	27	pace	pace	NOUN
easat-1545	16	28	of	of	ADP
easat-1545	16	29	development	development	NOUN
easat-1545	16	30	of	of	ADP
easat-1545	16	31	renewable	renewable	ADJ
easat-1545	16	32	energies	energy	NOUN
easat-1545	16	33	is	be	AUX
easat-1545	16	34	increasing	increase	VERB
easat-1545	16	35	.	.	PUNCT
easat-1545	17	1	among	among	ADP
easat-1545	17	2	these	these	DET
easat-1545	17	3	energies	energy	NOUN
easat-1545	17	4	,	,	PUNCT
easat-1545	17	5	photovoltaic	photovoltaic	VERB
easat-1545	17	6	solar	solar	ADJ
easat-1545	17	7	power	power	NOUN
easat-1545	17	8	has	have	AUX
easat-1545	17	9	experienced	experience	VERB
easat-1545	17	10	significant	significant	ADJ
easat-1545	17	11	growth	growth	NOUN
easat-1545	17	12	in	in	ADP
easat-1545	17	13	recent	recent	ADJ
easat-1545	17	14	decades	decade	NOUN
easat-1545	17	15	.	.	PUNCT
easat-1545	18	1	this	this	DET
easat-1545	18	2	growth	growth	NOUN
easat-1545	18	3	is	be	AUX
easat-1545	18	4	supported	support	VERB
easat-1545	18	5	by	by	ADP
easat-1545	18	6	factors	factor	NOUN
easat-1545	18	7	such	such	ADJ
easat-1545	18	8	as	as	ADP
easat-1545	18	9	reduced	reduce	VERB
easat-1545	18	10	production	production	NOUN
easat-1545	18	11	costs	cost	NOUN
easat-1545	18	12	,	,	PUNCT
easat-1545	18	13	government	government	NOUN
easat-1545	18	14	policies	policy	NOUN
easat-1545	18	15	,	,	PUNCT
easat-1545	18	16	and	and	CCONJ
easat-1545	18	17	the	the	DET
easat-1545	18	18	need	need	NOUN
easat-1545	18	19	for	for	ADP
easat-1545	18	20	alternatives	alternative	NOUN
easat-1545	18	21	to	to	AUX
easat-1545	18	22	fossil	fossil	VERB
easat-1545	18	23	fuels[2	fuels[2	PROPN
easat-1545	18	24	]	]	PUNCT
easat-1545	18	25	.	.	PUNCT
easat-1545	19	1	alternatively	alternatively	ADV
easat-1545	19	2	,	,	PUNCT
easat-1545	19	3	solar	solar	ADJ
easat-1545	19	4	power	power	NOUN
easat-1545	19	5	can	can	AUX
easat-1545	19	6	be	be	AUX
easat-1545	19	7	adapted	adapt	VERB
easat-1545	19	8	to	to	ADP
easat-1545	19	9	various	various	ADJ
easat-1545	19	10	geographical	geographical	ADJ
easat-1545	19	11	areas	area	NOUN
easat-1545	19	12	,	,	PUNCT
easat-1545	19	13	including	include	VERB
easat-1545	19	14	remote	remote	ADJ
easat-1545	19	15	and	and	CCONJ
easat-1545	19	16	impassable	impassable	ADJ
easat-1545	19	17	regions	region	NOUN
easat-1545	19	18	.	.	PUNCT
easat-1545	20	1	its	its	PRON
easat-1545	20	2	non	non	ADJ
easat-1545	20	3	-	-	ADJ
easat-1545	20	4	polluting	polluting	ADJ
easat-1545	20	5	nature	nature	NOUN
easat-1545	20	6	,	,	PUNCT
easat-1545	20	7	ease	ease	NOUN
easat-1545	20	8	of	of	ADP
easat-1545	20	9	implementation	implementation	NOUN
easat-1545	20	10	,	,	PUNCT
easat-1545	20	11	low	low	ADJ
easat-1545	20	12	maintenance	maintenance	NOUN
easat-1545	20	13	cost	cost	NOUN
easat-1545	20	14	,	,	PUNCT
easat-1545	20	15	and	and	CCONJ
easat-1545	20	16	durability	durability	NOUN
easat-1545	20	17	make	make	VERB
easat-1545	20	18	it	it	PRON
easat-1545	20	19	an	an	DET
easat-1545	20	20	attractive	attractive	ADJ
easat-1545	20	21	option	option	NOUN
easat-1545	20	22	.	.	PUNCT
easat-1545	21	1	there	there	PRON
easat-1545	21	2	's	be	VERB
easat-1545	21	3	also	also	ADV
easat-1545	21	4	a	a	DET
easat-1545	21	5	growing	grow	VERB
easat-1545	21	6	interest	interest	NOUN
easat-1545	21	7	in	in	ADP
easat-1545	21	8	using	use	VERB
easat-1545	21	9	solar	solar	ADJ
easat-1545	21	10	power	power	NOUN
easat-1545	21	11	to	to	PART
easat-1545	21	12	enhance	enhance	VERB
easat-1545	21	13	the	the	DET
easat-1545	21	14	reliability	reliability	NOUN
easat-1545	21	15	of	of	ADP
easat-1545	21	16	electrical	electrical	ADJ
easat-1545	21	17	systems	system	NOUN
easat-1545	21	18	through	through	ADP
easat-1545	21	19	decentralized	decentralize	VERB
easat-1545	21	20	energy	energy	NOUN
easat-1545	21	21	sources	source	NOUN
easat-1545	21	22	[	[	X
easat-1545	21	23	3	3	NUM
easat-1545	21	24	]	]	PUNCT
easat-1545	21	25	.	.	PUNCT
easat-1545	22	1	despite	despite	SCONJ
easat-1545	22	2	their	their	PRON
easat-1545	22	3	numerous	numerous	ADJ
easat-1545	22	4	advantages	advantage	NOUN
easat-1545	22	5	,	,	PUNCT
easat-1545	22	6	photovoltaic	photovoltaic	NOUN
easat-1545	22	7	systems	system	NOUN
easat-1545	22	8	often	often	ADV
easat-1545	22	9	operate	operate	VERB
easat-1545	22	10	at	at	ADP
easat-1545	22	11	less	less	ADJ
easat-1545	22	12	than	than	ADP
easat-1545	22	13	full	full	ADJ
easat-1545	22	14	capacity	capacity	NOUN
easat-1545	22	15	due	due	ADP
easat-1545	22	16	to	to	ADP
easat-1545	22	17	exposure	exposure	NOUN
easat-1545	22	18	to	to	ADP
easat-1545	22	19	harsh	harsh	ADJ
easat-1545	22	20	environmental	environmental	ADJ
easat-1545	22	21	and	and	CCONJ
easat-1545	22	22	climatic	climatic	ADJ
easat-1545	22	23	conditions	condition	NOUN
easat-1545	22	24	.	.	PUNCT
easat-1545	23	1	this	this	PRON
easat-1545	23	2	can	can	AUX
easat-1545	23	3	lead	lead	VERB
easat-1545	23	4	to	to	ADP
easat-1545	23	5	faults	fault	NOUN
easat-1545	23	6	in	in	ADP
easat-1545	23	7	pv	pv	NOUN
easat-1545	23	8	modules	module	NOUN
easat-1545	23	9	,	,	PUNCT
easat-1545	23	10	cables	cable	NOUN
easat-1545	23	11	,	,	PUNCT
easat-1545	23	12	and	and	CCONJ
easat-1545	23	13	inverters	inverter	NOUN
easat-1545	23	14	,	,	PUNCT
easat-1545	23	15	which	which	PRON
easat-1545	23	16	,	,	PUNCT
easat-1545	23	17	if	if	SCONJ
easat-1545	23	18	not	not	PART
easat-1545	23	19	detected	detect	VERB
easat-1545	23	20	in	in	ADP
easat-1545	23	21	time	time	NOUN
easat-1545	23	22	,	,	PUNCT
easat-1545	23	23	can	can	AUX
easat-1545	23	24	result	result	VERB
easat-1545	23	25	in	in	ADP
easat-1545	23	26	power	power	NOUN
easat-1545	23	27	loss	loss	NOUN
easat-1545	23	28	,	,	PUNCT
easat-1545	23	29	fire	fire	NOUN
easat-1545	23	30	risk	risk	NOUN
easat-1545	23	31	,	,	PUNCT
easat-1545	23	32	or	or	CCONJ
easat-1545	23	33	complete	complete	ADJ
easat-1545	23	34	system	system	NOUN
easat-1545	23	35	shutdown	shutdown	NOUN
easat-1545	23	36	[	[	X
easat-1545	23	37	4	4	NUM
easat-1545	23	38	]	]	PUNCT
easat-1545	23	39	.	.	PUNCT
easat-1545	24	1	it	it	PRON
easat-1545	24	2	is	be	AUX
easat-1545	24	3	crucial	crucial	ADJ
easat-1545	24	4	to	to	PART
easat-1545	24	5	analyze	analyze	VERB
easat-1545	24	6	the	the	DET
easat-1545	24	7	behavior	behavior	NOUN
easat-1545	24	8	of	of	ADP
easat-1545	24	9	the	the	DET
easat-1545	24	10	pv	pv	NOUN
easat-1545	24	11	generator	generator	NOUN
easat-1545	24	12	to	to	PART
easat-1545	24	13	identify	identify	VERB
easat-1545	24	14	and	and	CCONJ
easat-1545	24	15	eliminate	eliminate	VERB
easat-1545	24	16	any	any	DET
easat-1545	24	17	https://orcid.org/0009-0004-5809-7527	https://orcid.org/0009-0004-5809-7527	PROPN
easat-1545	24	18	1688	1688	NUM
easat-1545	24	19	edelweiss	edelweiss	PROPN
easat-1545	24	20	applied	apply	VERB
easat-1545	24	21	science	science	NOUN
easat-1545	24	22	and	and	CCONJ
easat-1545	24	23	technology	technology	NOUN
easat-1545	24	24	issn	issn	PROPN
easat-1545	24	25	:	:	PUNCT
easat-1545	24	26	2576	2576	NUM
easat-1545	24	27	-	-	SYM
easat-1545	24	28	8484	8484	NUM
easat-1545	24	29	vol	vol	NOUN
easat-1545	24	30	.	.	PROPN
easat-1545	24	31	8	8	NUM
easat-1545	24	32	,	,	PUNCT
easat-1545	24	33	no	no	INTJ
easat-1545	24	34	.	.	NOUN
easat-1545	25	1	4	4	NUM
easat-1545	25	2	:	:	SYM
easat-1545	25	3	1687	1687	NUM
easat-1545	25	4	-	-	SYM
easat-1545	25	5	1698	1698	NUM
easat-1545	25	6	,	,	PUNCT
easat-1545	25	7	2024	2024	NUM
easat-1545	25	8	doi	doi	NOUN
easat-1545	25	9	:	:	PUNCT
easat-1545	25	10	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	25	11	©	©	ADP
easat-1545	25	12	2024	2024	NUM
easat-1545	25	13	by	by	ADP
easat-1545	25	14	the	the	DET
easat-1545	25	15	authors	author	NOUN
easat-1545	25	16	;	;	PUNCT
easat-1545	25	17	licensee	licensee	PROPN
easat-1545	25	18	learning	learn	VERB
easat-1545	25	19	gate	gate	PROPN
easat-1545	25	20	anomalies	anomaly	NOUN
easat-1545	25	21	that	that	PRON
easat-1545	25	22	may	may	AUX
easat-1545	25	23	pose	pose	VERB
easat-1545	25	24	safety	safety	NOUN
easat-1545	25	25	hazards	hazard	NOUN
easat-1545	25	26	and	and	CCONJ
easat-1545	25	27	fire	fire	NOUN
easat-1545	25	28	risks	risk	NOUN
easat-1545	25	29	[	[	X
easat-1545	25	30	5	5	NUM
easat-1545	25	31	]	]	PUNCT
easat-1545	25	32	.	.	PUNCT
easat-1545	26	1	after	after	ADP
easat-1545	26	2	the	the	DET
easat-1545	26	3	installation	installation	NOUN
easat-1545	26	4	of	of	ADP
easat-1545	26	5	a	a	DET
easat-1545	26	6	pv	pv	NOUN
easat-1545	26	7	system	system	NOUN
easat-1545	26	8	,	,	PUNCT
easat-1545	26	9	it	it	PRON
easat-1545	26	10	is	be	AUX
easat-1545	26	11	crucial	crucial	ADJ
easat-1545	26	12	to	to	PART
easat-1545	26	13	implement	implement	VERB
easat-1545	26	14	systematic	systematic	ADJ
easat-1545	26	15	monitoring	monitoring	NOUN
easat-1545	26	16	to	to	PART
easat-1545	26	17	guarantee	guarantee	VERB
easat-1545	26	18	optimal	optimal	ADJ
easat-1545	26	19	operation	operation	NOUN
easat-1545	26	20	.	.	PUNCT
easat-1545	27	1	this	this	DET
easat-1545	27	2	process	process	NOUN
easat-1545	27	3	entails	entail	VERB
easat-1545	27	4	technicians	technician	NOUN
easat-1545	27	5	performing	perform	VERB
easat-1545	27	6	field	field	NOUN
easat-1545	27	7	measurements	measurement	NOUN
easat-1545	27	8	to	to	PART
easat-1545	27	9	identify	identify	VERB
easat-1545	27	10	and	and	CCONJ
easat-1545	27	11	rectify	rectify	VERB
easat-1545	27	12	any	any	DET
easat-1545	27	13	potential	potential	ADJ
easat-1545	27	14	faults	fault	NOUN
easat-1545	27	15	.	.	PUNCT
easat-1545	28	1	this	this	DET
easat-1545	28	2	proactive	proactive	ADJ
easat-1545	28	3	approach	approach	NOUN
easat-1545	28	4	also	also	ADV
easat-1545	28	5	inspires	inspire	VERB
easat-1545	28	6	researchers	researcher	NOUN
easat-1545	28	7	to	to	PART
easat-1545	28	8	improve	improve	VERB
easat-1545	28	9	system	system	NOUN
easat-1545	28	10	reliability	reliability	NOUN
easat-1545	28	11	through	through	ADP
easat-1545	28	12	the	the	DET
easat-1545	28	13	analysis	analysis	NOUN
easat-1545	28	14	of	of	ADP
easat-1545	28	15	characteristic	characteristic	ADJ
easat-1545	28	16	iv	iv	NUM
easat-1545	28	17	curves	curve	NOUN
easat-1545	28	18	[	[	X
easat-1545	28	19	6	6	NUM
easat-1545	28	20	]	]	PUNCT
easat-1545	28	21	.	.	PUNCT
easat-1545	29	1	the	the	DET
easat-1545	29	2	analysis	analysis	NOUN
easat-1545	29	3	of	of	ADP
easat-1545	29	4	iv	iv	NUM
easat-1545	29	5	or	or	CCONJ
easat-1545	29	6	pv	pv	NOUN
easat-1545	29	7	characteristics	characteristic	NOUN
easat-1545	29	8	is	be	AUX
easat-1545	29	9	an	an	DET
easat-1545	29	10	essential	essential	ADJ
easat-1545	29	11	process	process	NOUN
easat-1545	29	12	for	for	ADP
easat-1545	29	13	understanding	understand	VERB
easat-1545	29	14	fault	fault	NOUN
easat-1545	29	15	scenarios	scenario	NOUN
easat-1545	29	16	and	and	CCONJ
easat-1545	29	17	their	their	PRON
easat-1545	29	18	impact	impact	NOUN
easat-1545	29	19	on	on	ADP
easat-1545	29	20	parameters	parameter	NOUN
easat-1545	29	21	such	such	ADJ
easat-1545	29	22	as	as	ADP
easat-1545	29	23	open	open	ADJ
easat-1545	29	24	circuit	circuit	NOUN
easat-1545	29	25	voltage	voltage	NOUN
easat-1545	29	26	(	(	PUNCT
easat-1545	29	27	𝑉𝑜𝑐	𝑉𝑜𝑐	NOUN
easat-1545	29	28	)	)	PUNCT
easat-1545	29	29	and	and	CCONJ
easat-1545	29	30	the	the	DET
easat-1545	29	31	short	short	ADJ
easat-1545	29	32	-	-	PUNCT
easat-1545	29	33	circuit	circuit	NOUN
easat-1545	29	34	current	current	NOUN
easat-1545	29	35	(	(	PUNCT
easat-1545	29	36	𝐼𝑠𝑐	𝐼𝑠𝑐	PROPN
easat-1545	29	37	)	)	PUNCT
easat-1545	29	38	,	,	PUNCT
easat-1545	29	39	the	the	DET
easat-1545	29	40	voltage	voltage	NOUN
easat-1545	29	41	and	and	CCONJ
easat-1545	29	42	the	the	DET
easat-1545	29	43	current	current	NOUN
easat-1545	29	44	at	at	ADP
easat-1545	29	45	the	the	DET
easat-1545	29	46	maximum	maximum	ADJ
easat-1545	29	47	power	power	NOUN
easat-1545	29	48	point	point	NOUN
easat-1545	29	49	(	(	PUNCT
easat-1545	29	50	𝑉𝑚𝑝𝑝	𝑉𝑚𝑝𝑝	PROPN
easat-1545	29	51	,	,	PUNCT
easat-1545	29	52	𝐼𝑚𝑝𝑝	𝐼𝑚𝑝𝑝	PROPN
easat-1545	29	53	)	)	PUNCT
easat-1545	30	1	[	[	X
easat-1545	30	2	7	7	NUM
easat-1545	30	3	]	]	PUNCT
easat-1545	30	4	.	.	PUNCT
easat-1545	31	1	the	the	DET
easat-1545	31	2	examination	examination	NOUN
easat-1545	31	3	of	of	ADP
easat-1545	31	4	pv	pv	PROPN
easat-1545	31	5	generator	generator	NOUN
easat-1545	31	6	behavior	behavior	NOUN
easat-1545	31	7	under	under	ADP
easat-1545	31	8	faulty	faulty	ADJ
easat-1545	31	9	conditions	condition	NOUN
easat-1545	31	10	begins	begin	VERB
easat-1545	31	11	with	with	ADP
easat-1545	31	12	identifying	identify	VERB
easat-1545	31	13	and	and	CCONJ
easat-1545	31	14	categorizing	categorize	VERB
easat-1545	31	15	faults	fault	NOUN
easat-1545	31	16	based	base	VERB
easat-1545	31	17	on	on	ADP
easat-1545	31	18	their	their	PRON
easat-1545	31	19	frequency	frequency	NOUN
easat-1545	31	20	.	.	PUNCT
easat-1545	32	1	according	accord	VERB
easat-1545	32	2	to	to	ADP
easat-1545	32	3	toche	toche	PROPN
easat-1545	32	4	et	et	PROPN
easat-1545	32	5	al	al	PROPN
easat-1545	32	6	.	.	PUNCT
easat-1545	33	1	[	[	X
easat-1545	33	2	2	2	NUM
easat-1545	33	3	]	]	PUNCT
easat-1545	33	4	,	,	PUNCT
easat-1545	33	5	environmental	environmental	ADJ
easat-1545	33	6	and	and	CCONJ
easat-1545	33	7	electrical	electrical	ADJ
easat-1545	33	8	faults	fault	NOUN
easat-1545	33	9	are	be	AUX
easat-1545	33	10	the	the	DET
easat-1545	33	11	most	most	ADV
easat-1545	33	12	common	common	ADJ
easat-1545	33	13	and	and	CCONJ
easat-1545	33	14	hazardous	hazardous	ADJ
easat-1545	33	15	for	for	ADP
easat-1545	33	16	pv	pv	NOUN
easat-1545	33	17	systems	system	NOUN
easat-1545	33	18	.	.	PUNCT
easat-1545	34	1	the	the	DET
easat-1545	34	2	authors	author	NOUN
easat-1545	34	3	explain	explain	VERB
easat-1545	34	4	that	that	SCONJ
easat-1545	34	5	undetected	undetected	ADJ
easat-1545	34	6	environmental	environmental	ADJ
easat-1545	34	7	faults	fault	NOUN
easat-1545	34	8	can	can	AUX
easat-1545	34	9	lead	lead	VERB
easat-1545	34	10	to	to	ADP
easat-1545	34	11	electrical	electrical	ADJ
easat-1545	34	12	faults	fault	NOUN
easat-1545	34	13	.	.	PUNCT
easat-1545	35	1	1.2	1.2	NUM
easat-1545	35	2	.	.	PUNCT
easat-1545	35	3	related	relate	VERB
easat-1545	35	4	literature	literature	NOUN
easat-1545	35	5	several	several	ADJ
easat-1545	35	6	methods	method	NOUN
easat-1545	35	7	have	have	AUX
easat-1545	35	8	been	be	AUX
easat-1545	35	9	proposed	propose	VERB
easat-1545	35	10	in	in	ADP
easat-1545	35	11	the	the	DET
easat-1545	35	12	literature	literature	NOUN
easat-1545	35	13	to	to	PART
easat-1545	35	14	detect	detect	VERB
easat-1545	35	15	and	and	CCONJ
easat-1545	35	16	locate	locate	ADJ
easat-1545	35	17	defects	defect	NOUN
easat-1545	35	18	in	in	ADP
easat-1545	35	19	photovoltaic	photovoltaic	NOUN
easat-1545	35	20	(	(	PUNCT
easat-1545	35	21	pv	pv	NOUN
easat-1545	35	22	)	)	PUNCT
easat-1545	35	23	systems	system	NOUN
easat-1545	35	24	.	.	PUNCT
easat-1545	36	1	these	these	DET
easat-1545	36	2	methods	method	NOUN
easat-1545	36	3	include	include	VERB
easat-1545	36	4	visual	visual	ADJ
easat-1545	36	5	,	,	PUNCT
easat-1545	36	6	thermal	thermal	ADJ
easat-1545	36	7	,	,	PUNCT
easat-1545	36	8	and	and	CCONJ
easat-1545	36	9	electrical	electrical	ADJ
easat-1545	36	10	approaches	approach	NOUN
easat-1545	36	11	[	[	X
easat-1545	36	12	2	2	NUM
easat-1545	36	13	,	,	PUNCT
easat-1545	36	14	4	4	NUM
easat-1545	36	15	]	]	PUNCT
easat-1545	36	16	.	.	PUNCT
easat-1545	37	1	among	among	ADP
easat-1545	37	2	these	these	PRON
easat-1545	37	3	,	,	PUNCT
easat-1545	37	4	electrical	electrical	ADJ
easat-1545	37	5	methods	method	NOUN
easat-1545	37	6	utilizing	utilize	VERB
easat-1545	37	7	electrical	electrical	ADJ
easat-1545	37	8	signatures	signature	NOUN
easat-1545	37	9	are	be	AUX
easat-1545	37	10	considered	consider	VERB
easat-1545	37	11	more	more	ADV
easat-1545	37	12	advantageous	advantageous	ADJ
easat-1545	37	13	and	and	CCONJ
easat-1545	37	14	promising	promise	VERB
easat-1545	37	15	for	for	ADP
easat-1545	37	16	analyzing	analyze	VERB
easat-1545	37	17	and	and	CCONJ
easat-1545	37	18	diagnosing	diagnose	VERB
easat-1545	37	19	pv	pv	NOUN
easat-1545	37	20	systems	system	NOUN
easat-1545	37	21	[	[	X
easat-1545	37	22	6	6	NUM
easat-1545	37	23	,	,	PUNCT
easat-1545	37	24	7	7	NUM
easat-1545	37	25	]	]	PUNCT
easat-1545	37	26	.	.	PUNCT
easat-1545	38	1	shah	shah	PROPN
easat-1545	38	2	et	et	PROPN
easat-1545	38	3	al	al	PROPN
easat-1545	38	4	.	.	PUNCT
easat-1545	39	1	[	[	X
easat-1545	39	2	10	10	NUM
easat-1545	39	3	]	]	PUNCT
easat-1545	39	4	have	have	AUX
easat-1545	39	5	proposed	propose	VERB
easat-1545	39	6	a	a	DET
easat-1545	39	7	modeling	modeling	NOUN
easat-1545	39	8	and	and	CCONJ
easat-1545	39	9	simulation	simulation	NOUN
easat-1545	39	10	technique	technique	NOUN
easat-1545	39	11	based	base	VERB
easat-1545	39	12	on	on	ADP
easat-1545	39	13	matlab	matlab	PROPN
easat-1545	39	14	/	/	SYM
easat-1545	39	15	simulink	simulink	NOUN
easat-1545	39	16	to	to	PART
easat-1545	39	17	implement	implement	VERB
easat-1545	39	18	and	and	CCONJ
easat-1545	39	19	determine	determine	VERB
easat-1545	39	20	the	the	DET
easat-1545	39	21	characteristics	characteristic	NOUN
easat-1545	39	22	of	of	ADP
easat-1545	39	23	a	a	DET
easat-1545	39	24	pv	pv	NOUN
easat-1545	39	25	module	module	NOUN
easat-1545	39	26	and	and	CCONJ
easat-1545	39	27	its	its	PRON
easat-1545	39	28	performance	performance	NOUN
easat-1545	39	29	under	under	ADP
easat-1545	39	30	different	different	ADJ
easat-1545	39	31	irradiation	irradiation	NOUN
easat-1545	39	32	and	and	CCONJ
easat-1545	39	33	temperature	temperature	NOUN
easat-1545	39	34	values	value	NOUN
easat-1545	39	35	.	.	PUNCT
easat-1545	40	1	a	a	DET
easat-1545	40	2	hybrid	hybrid	ADJ
easat-1545	40	3	approach	approach	NOUN
easat-1545	40	4	based	base	VERB
easat-1545	40	5	on	on	ADP
easat-1545	40	6	classification	classification	NOUN
easat-1545	40	7	algorithms	algorithm	NOUN
easat-1545	40	8	has	have	AUX
easat-1545	40	9	been	be	AUX
easat-1545	40	10	used	use	VERB
easat-1545	40	11	to	to	PART
easat-1545	40	12	predict	predict	VERB
easat-1545	40	13	the	the	DET
easat-1545	40	14	output	output	NOUN
easat-1545	40	15	power	power	NOUN
easat-1545	40	16	of	of	ADP
easat-1545	40	17	a	a	DET
easat-1545	40	18	pv	pv	NOUN
easat-1545	40	19	system	system	NOUN
easat-1545	40	20	by	by	ADP
easat-1545	40	21	combining	combine	VERB
easat-1545	40	22	the	the	DET
easat-1545	40	23	one	one	NUM
easat-1545	40	24	-	-	PUNCT
easat-1545	40	25	diode	diode	NOUN
easat-1545	40	26	model	model	NOUN
easat-1545	40	27	and	and	CCONJ
easat-1545	40	28	the	the	DET
easat-1545	40	29	two	two	NUM
easat-1545	40	30	-	-	PUNCT
easat-1545	40	31	diode	diode	NOUN
easat-1545	40	32	model	model	NOUN
easat-1545	40	33	of	of	ADP
easat-1545	40	34	a	a	DET
easat-1545	40	35	solar	solar	ADJ
easat-1545	40	36	cell	cell	NOUN
easat-1545	41	1	[	[	X
easat-1545	41	2	11	11	NUM
easat-1545	41	3	]	]	PUNCT
easat-1545	41	4	.	.	PUNCT
easat-1545	42	1	an	an	DET
easat-1545	42	2	experimental	experimental	ADJ
easat-1545	42	3	study	study	NOUN
easat-1545	42	4	on	on	ADP
easat-1545	42	5	a	a	DET
easat-1545	42	6	1.5	1.5	NUM
easat-1545	42	7	kw	kw	NOUN
easat-1545	42	8	pv	pv	NOUN
easat-1545	42	9	field	field	NOUN
easat-1545	42	10	was	be	AUX
easat-1545	42	11	conducted	conduct	VERB
easat-1545	42	12	to	to	PART
easat-1545	42	13	detect	detect	VERB
easat-1545	42	14	diode	diode	NOUN
easat-1545	42	15	bypass	bypass	NOUN
easat-1545	42	16	,	,	PUNCT
easat-1545	42	17	module	module	NOUN
easat-1545	42	18	faults	fault	NOUN
easat-1545	42	19	,	,	PUNCT
easat-1545	42	20	and	and	CCONJ
easat-1545	42	21	mismatch	mismatch	ADJ
easat-1545	42	22	faults	fault	NOUN
easat-1545	42	23	using	use	VERB
easat-1545	42	24	electrical	electrical	ADJ
easat-1545	42	25	parameters	parameter	NOUN
easat-1545	42	26	[	[	X
easat-1545	42	27	12	12	NUM
easat-1545	42	28	]	]	PUNCT
easat-1545	42	29	.	.	PUNCT
easat-1545	43	1	additionally	additionally	ADV
easat-1545	43	2	,	,	PUNCT
easat-1545	43	3	modeling	model	VERB
easat-1545	43	4	a	a	DET
easat-1545	43	5	pv	pv	NOUN
easat-1545	43	6	system	system	NOUN
easat-1545	43	7	using	use	VERB
easat-1545	43	8	matlab	matlab	PROPN
easat-1545	43	9	/	/	SYM
easat-1545	43	10	simulink	simulink	PROPN
easat-1545	43	11	has	have	AUX
easat-1545	43	12	provided	provide	VERB
easat-1545	43	13	data	datum	NOUN
easat-1545	43	14	on	on	ADP
easat-1545	43	15	physical	physical	ADJ
easat-1545	43	16	and	and	CCONJ
easat-1545	43	17	electrical	electrical	ADJ
easat-1545	43	18	faults	fault	NOUN
easat-1545	43	19	[	[	X
easat-1545	43	20	9	9	NUM
easat-1545	43	21	]	]	PUNCT
easat-1545	43	22	.	.	PUNCT
easat-1545	44	1	this	this	DET
easat-1545	44	2	data	datum	NOUN
easat-1545	44	3	was	be	AUX
easat-1545	44	4	utilized	utilize	VERB
easat-1545	44	5	to	to	PART
easat-1545	44	6	train	train	VERB
easat-1545	44	7	the	the	DET
easat-1545	44	8	random	random	ADJ
easat-1545	44	9	forest	forest	NOUN
easat-1545	44	10	algorithm	algorithm	NOUN
easat-1545	44	11	to	to	PART
easat-1545	44	12	detect	detect	VERB
easat-1545	44	13	and	and	CCONJ
easat-1545	44	14	classify	classify	VERB
easat-1545	44	15	the	the	DET
easat-1545	44	16	defects	defect	NOUN
easat-1545	44	17	.	.	PUNCT
easat-1545	45	1	the	the	DET
easat-1545	45	2	results	result	NOUN
easat-1545	45	3	indicate	indicate	VERB
easat-1545	45	4	that	that	SCONJ
easat-1545	45	5	the	the	DET
easat-1545	45	6	proposed	propose	VERB
easat-1545	45	7	model	model	NOUN
easat-1545	45	8	has	have	VERB
easat-1545	45	9	an	an	DET
easat-1545	45	10	accuracy	accuracy	NOUN
easat-1545	45	11	of	of	ADP
easat-1545	45	12	98.6	98.6	NUM
easat-1545	45	13	%	%	NOUN
easat-1545	45	14	for	for	ADP
easat-1545	45	15	defect	defect	NOUN
easat-1545	45	16	detection	detection	NOUN
easat-1545	45	17	and	and	CCONJ
easat-1545	45	18	94.2	94.2	NUM
easat-1545	45	19	%	%	NOUN
easat-1545	45	20	for	for	ADP
easat-1545	45	21	classification	classification	NOUN
easat-1545	45	22	.	.	PUNCT
easat-1545	46	1	hammond	hammond	NOUN
easat-1545	46	2	et	et	PROPN
easat-1545	46	3	al.[13	al.[13	NOUN
easat-1545	46	4	]	]	PUNCT
easat-1545	46	5	proposed	propose	VERB
easat-1545	46	6	three	three	NUM
easat-1545	46	7	independent	independent	ADJ
easat-1545	46	8	applications	application	NOUN
easat-1545	46	9	to	to	PART
easat-1545	46	10	evaluate	evaluate	VERB
easat-1545	46	11	the	the	DET
easat-1545	46	12	impact	impact	NOUN
easat-1545	46	13	of	of	ADP
easat-1545	46	14	dirt	dirt	NOUN
easat-1545	46	15	on	on	ADP
easat-1545	46	16	pv	pv	NOUN
easat-1545	46	17	modules	module	NOUN
easat-1545	46	18	.	.	PUNCT
easat-1545	47	1	modeling	model	VERB
easat-1545	47	2	the	the	DET
easat-1545	47	3	electrical	electrical	ADJ
easat-1545	47	4	performance	performance	NOUN
easat-1545	47	5	of	of	ADP
easat-1545	47	6	a	a	DET
easat-1545	47	7	generator	generator	NOUN
easat-1545	47	8	under	under	ADP
easat-1545	47	9	constant	constant	ADJ
easat-1545	47	10	electrical	electrical	ADJ
easat-1545	47	11	loads	load	NOUN
easat-1545	47	12	made	make	VERB
easat-1545	47	13	it	it	PRON
easat-1545	47	14	possible	possible	ADJ
easat-1545	47	15	to	to	PART
easat-1545	47	16	determine	determine	VERB
easat-1545	47	17	the	the	DET
easat-1545	47	18	current	current	ADJ
easat-1545	47	19	/	/	SYM
easat-1545	47	20	voltage	voltage	NOUN
easat-1545	47	21	operating	operating	NOUN
easat-1545	47	22	point	point	NOUN
easat-1545	47	23	of	of	ADP
easat-1545	47	24	the	the	DET
easat-1545	47	25	pv	pv	NOUN
easat-1545	47	26	module	module	NOUN
easat-1545	47	27	for	for	ADP
easat-1545	47	28	each	each	DET
easat-1545	47	29	electrical	electrical	ADJ
easat-1545	47	30	load	load	NOUN
easat-1545	47	31	[	[	X
easat-1545	47	32	14	14	NUM
easat-1545	47	33	]	]	PUNCT
easat-1545	47	34	.	.	PUNCT
easat-1545	48	1	a	a	DET
easat-1545	48	2	simulation	simulation	NOUN
easat-1545	48	3	procedure	procedure	NOUN
easat-1545	48	4	of	of	ADP
easat-1545	48	5	a	a	DET
easat-1545	48	6	pv	pv	NOUN
easat-1545	48	7	cell	cell	NOUN
easat-1545	48	8	/	/	SYM
easat-1545	48	9	module	module	NOUN
easat-1545	48	10	/	/	SYM
easat-1545	48	11	field	field	NOUN
easat-1545	48	12	is	be	AUX
easat-1545	48	13	proposed	propose	VERB
easat-1545	48	14	using	use	VERB
easat-1545	48	15	matlab	matlab	PROPN
easat-1545	48	16	/	/	SYM
easat-1545	48	17	simulink	simulink	NOUN
easat-1545	48	18	tools	tool	NOUN
easat-1545	48	19	to	to	PART
easat-1545	48	20	analyze	analyze	VERB
easat-1545	48	21	the	the	DET
easat-1545	48	22	characteristics	characteristic	NOUN
easat-1545	48	23	of	of	ADP
easat-1545	48	24	a	a	DET
easat-1545	48	25	pv	pv	NOUN
easat-1545	48	26	system	system	NOUN
easat-1545	48	27	under	under	ADP
easat-1545	48	28	different	different	ADJ
easat-1545	48	29	operating	operating	NOUN
easat-1545	48	30	conditions	condition	NOUN
easat-1545	48	31	[	[	X
easat-1545	48	32	15	15	NUM
easat-1545	48	33	]	]	PUNCT
easat-1545	48	34	.	.	PUNCT
easat-1545	49	1	novel	novel	ADJ
easat-1545	49	2	analytical	analytical	ADJ
easat-1545	49	3	methods	method	NOUN
easat-1545	49	4	have	have	AUX
easat-1545	49	5	been	be	AUX
easat-1545	49	6	developed	develop	VERB
easat-1545	49	7	for	for	ADP
easat-1545	49	8	identifying	identify	VERB
easat-1545	49	9	shading	shading	NOUN
easat-1545	49	10	defects	defect	NOUN
easat-1545	49	11	,	,	PUNCT
easat-1545	49	12	nonshading	nonshade	VERB
easat-1545	49	13	zero	zero	NUM
easat-1545	49	14	-	-	PUNCT
easat-1545	49	15	yield	yield	NOUN
easat-1545	49	16	faults	fault	NOUN
easat-1545	49	17	,	,	PUNCT
easat-1545	49	18	and	and	CCONJ
easat-1545	49	19	brief	brief	ADJ
easat-1545	49	20	zero	zero	NUM
easat-1545	49	21	-	-	PUNCT
easat-1545	49	22	yield	yield	NOUN
easat-1545	49	23	faults	fault	NOUN
easat-1545	49	24	[	[	X
easat-1545	49	25	16	16	NUM
easat-1545	49	26	]	]	PUNCT
easat-1545	49	27	.	.	PUNCT
easat-1545	50	1	the	the	DET
easat-1545	50	2	use	use	NOUN
easat-1545	50	3	of	of	ADP
easat-1545	50	4	matlab	matlab	PROPN
easat-1545	50	5	/	/	SYM
easat-1545	50	6	simulink	simulink	PROPN
easat-1545	50	7	has	have	AUX
easat-1545	50	8	allowed	allow	VERB
easat-1545	50	9	for	for	ADP
easat-1545	50	10	analyzing	analyze	VERB
easat-1545	50	11	the	the	DET
easat-1545	50	12	functionality	functionality	NOUN
easat-1545	50	13	of	of	ADP
easat-1545	50	14	solar	solar	ADJ
easat-1545	50	15	cells	cell	NOUN
easat-1545	50	16	under	under	ADP
easat-1545	50	17	different	different	ADJ
easat-1545	50	18	temperature	temperature	NOUN
easat-1545	50	19	and	and	CCONJ
easat-1545	50	20	irradiance	irradiance	NOUN
easat-1545	50	21	conditions	condition	NOUN
easat-1545	50	22	,	,	PUNCT
easat-1545	50	23	enabling	enable	VERB
easat-1545	50	24	a	a	DET
easat-1545	50	25	comprehensive	comprehensive	ADJ
easat-1545	50	26	assessment	assessment	NOUN
easat-1545	50	27	of	of	ADP
easat-1545	50	28	solar	solar	ADJ
easat-1545	50	29	module	module	NOUN
easat-1545	50	30	performance	performance	NOUN
easat-1545	50	31	across	across	ADP
easat-1545	50	32	various	various	ADJ
easat-1545	50	33	environmental	environmental	ADJ
easat-1545	50	34	scenarios	scenario	NOUN
easat-1545	50	35	[	[	X
easat-1545	50	36	17	17	NUM
easat-1545	50	37	]	]	PUNCT
easat-1545	50	38	.	.	PUNCT
easat-1545	51	1	to	to	PART
easat-1545	51	2	predict	predict	VERB
easat-1545	51	3	solar	solar	ADJ
easat-1545	51	4	energy	energy	NOUN
easat-1545	51	5	production	production	NOUN
easat-1545	51	6	,	,	PUNCT
easat-1545	51	7	a	a	DET
easat-1545	51	8	photovoltaic	photovoltaic	NOUN
easat-1545	51	9	(	(	PUNCT
easat-1545	51	10	pv	pv	NOUN
easat-1545	51	11	)	)	PUNCT
easat-1545	51	12	module	module	NOUN
easat-1545	51	13	based	base	VERB
easat-1545	51	14	on	on	ADP
easat-1545	51	15	the	the	DET
easat-1545	51	16	bishop	bishop	PROPN
easat-1545	51	17	model	model	NOUN
easat-1545	51	18	was	be	AUX
easat-1545	51	19	simulated	simulate	VERB
easat-1545	51	20	using	use	VERB
easat-1545	51	21	matlab	matlab	PROPN
easat-1545	51	22	/	/	SYM
easat-1545	51	23	simulink	simulink	PROPN
easat-1545	51	24	software	software	NOUN
easat-1545	51	25	under	under	ADP
easat-1545	51	26	a	a	DET
easat-1545	51	27	range	range	NOUN
easat-1545	51	28	of	of	ADP
easat-1545	51	29	irradiation	irradiation	NOUN
easat-1545	51	30	and	and	CCONJ
easat-1545	51	31	temperature	temperature	NOUN
easat-1545	51	32	conditions	condition	NOUN
easat-1545	51	33	[	[	X
easat-1545	51	34	18	18	NUM
easat-1545	51	35	,	,	PUNCT
easat-1545	51	36	19	19	NUM
easat-1545	51	37	]	]	PUNCT
easat-1545	51	38	.	.	PUNCT
easat-1545	52	1	compaoré	compaoré	PROPN
easat-1545	52	2	et	et	PROPN
easat-1545	52	3	al	al	PROPN
easat-1545	53	1	[	[	X
easat-1545	53	2	20	20	NUM
easat-1545	53	3	]	]	PUNCT
easat-1545	53	4	,	,	PUNCT
easat-1545	53	5	studied	study	VERB
easat-1545	53	6	the	the	DET
easat-1545	53	7	impact	impact	NOUN
easat-1545	53	8	of	of	ADP
easat-1545	53	9	faults	fault	NOUN
easat-1545	53	10	in	in	ADP
easat-1545	53	11	a	a	DET
easat-1545	53	12	photovoltaic	photovoltaic	NOUN
easat-1545	53	13	generator	generator	NOUN
easat-1545	53	14	.	.	PUNCT
easat-1545	54	1	furthermore	furthermore	ADV
easat-1545	54	2	,	,	PUNCT
easat-1545	54	3	a	a	DET
easat-1545	54	4	methodology	methodology	NOUN
easat-1545	54	5	based	base	VERB
easat-1545	54	6	on	on	ADP
easat-1545	54	7	the	the	DET
easat-1545	54	8	complete	complete	ADJ
easat-1545	54	9	iv	iv	NUM
easat-1545	54	10	characteristic	characteristic	NOUN
easat-1545	54	11	has	have	AUX
easat-1545	54	12	been	be	AUX
easat-1545	54	13	proposed	propose	VERB
easat-1545	54	14	for	for	ADP
easat-1545	54	15	evaluating	evaluate	VERB
easat-1545	54	16	the	the	DET
easat-1545	54	17	performance	performance	NOUN
easat-1545	54	18	of	of	ADP
easat-1545	54	19	the	the	DET
easat-1545	54	20	pv	pv	NOUN
easat-1545	54	21	module	module	NOUN
easat-1545	54	22	under	under	ADP
easat-1545	54	23	fault	fault	NOUN
easat-1545	54	24	conditions	condition	NOUN
easat-1545	54	25	[	[	X
easat-1545	54	26	21	21	NUM
easat-1545	54	27	]	]	PUNCT
easat-1545	54	28	.	.	PUNCT
easat-1545	55	1	the	the	DET
easat-1545	55	2	analysis	analysis	NOUN
easat-1545	55	3	of	of	ADP
easat-1545	55	4	the	the	DET
easat-1545	55	5	presented	present	VERB
easat-1545	55	6	work	work	NOUN
easat-1545	55	7	shows	show	VERB
easat-1545	55	8	that	that	SCONJ
easat-1545	55	9	the	the	DET
easat-1545	55	10	authors	author	NOUN
easat-1545	55	11	'	'	PART
easat-1545	55	12	primary	primary	ADJ
easat-1545	55	13	goal	goal	NOUN
easat-1545	55	14	was	be	AUX
easat-1545	55	15	to	to	PART
easat-1545	55	16	model	model	VERB
easat-1545	55	17	the	the	DET
easat-1545	55	18	generator	generator	NOUN
easat-1545	55	19	to	to	PART
easat-1545	55	20	forecast	forecast	VERB
easat-1545	55	21	the	the	DET
easat-1545	55	22	output	output	NOUN
easat-1545	55	23	power	power	NOUN
easat-1545	55	24	of	of	ADP
easat-1545	55	25	pv	pv	PROPN
easat-1545	55	26	modules	module	NOUN
easat-1545	55	27	.	.	PUNCT
easat-1545	56	1	however	however	ADV
easat-1545	56	2	,	,	PUNCT
easat-1545	56	3	research	research	NOUN
easat-1545	56	4	on	on	ADP
easat-1545	56	5	simulating	simulate	VERB
easat-1545	56	6	modules	module	NOUN
easat-1545	56	7	under	under	ADP
easat-1545	56	8	faulty	faulty	ADJ
easat-1545	56	9	conditions	condition	NOUN
easat-1545	56	10	has	have	AUX
easat-1545	56	11	mainly	mainly	ADV
easat-1545	56	12	focused	focus	VERB
easat-1545	56	13	on	on	ADP
easat-1545	56	14	relatively	relatively	ADV
easat-1545	56	15	simple	simple	ADJ
easat-1545	56	16	defects	defect	NOUN
easat-1545	56	17	such	such	ADJ
easat-1545	56	18	as	as	ADP
easat-1545	56	19	shading	shading	NOUN
easat-1545	56	20	and	and	CCONJ
easat-1545	56	21	degradation	degradation	NOUN
easat-1545	56	22	of	of	ADP
easat-1545	56	23	the	the	DET
easat-1545	56	24	pv	pv	NOUN
easat-1545	56	25	module	module	NOUN
easat-1545	56	26	.	.	PUNCT
easat-1545	57	1	the	the	DET
easat-1545	57	2	study	study	NOUN
easat-1545	57	3	of	of	ADP
easat-1545	57	4	the	the	DET
easat-1545	57	5	impact	impact	NOUN
easat-1545	57	6	of	of	ADP
easat-1545	57	7	accumulated	accumulate	VERB
easat-1545	57	8	defects	defect	NOUN
easat-1545	57	9	has	have	AUX
easat-1545	57	10	not	not	PART
easat-1545	57	11	been	be	AUX
easat-1545	57	12	sufficiently	sufficiently	ADV
easat-1545	57	13	addressed	address	VERB
easat-1545	57	14	.	.	PUNCT
easat-1545	58	1	nonetheless	nonetheless	ADV
easat-1545	58	2	,	,	PUNCT
easat-1545	58	3	some	some	DET
easat-1545	58	4	authors	author	NOUN
easat-1545	58	5	have	have	AUX
easat-1545	58	6	examined	examine	VERB
easat-1545	58	7	the	the	DET
easat-1545	58	8	condition	condition	NOUN
easat-1545	58	9	of	of	ADP
easat-1545	58	10	a	a	DET
easat-1545	58	11	system	system	NOUN
easat-1545	58	12	consisting	consist	VERB
easat-1545	58	13	of	of	ADP
easat-1545	58	14	two	two	NUM
easat-1545	58	15	pv	pv	NOUN
easat-1545	58	16	modules	module	NOUN
easat-1545	58	17	,	,	PUNCT
easat-1545	58	18	emphasizing	emphasize	VERB
easat-1545	58	19	the	the	DET
easat-1545	58	20	impact	impact	NOUN
easat-1545	58	21	of	of	ADP
easat-1545	58	22	an	an	DET
easat-1545	58	23	accumulated	accumulate	VERB
easat-1545	58	24	bypass	bypass	NOUN
easat-1545	58	25	diode	diode	NOUN
easat-1545	58	26	fault	fault	NOUN
easat-1545	58	27	with	with	ADP
easat-1545	58	28	an	an	DET
easat-1545	58	29	open	open	ADJ
easat-1545	58	30	circuit	circuit	NOUN
easat-1545	59	1	[	[	X
easat-1545	59	2	22	22	NUM
easat-1545	59	3	]	]	PUNCT
easat-1545	59	4	.	.	PUNCT
easat-1545	60	1	the	the	DET
easat-1545	60	2	authors	author	NOUN
easat-1545	60	3	illustrate	illustrate	VERB
easat-1545	60	4	that	that	SCONJ
easat-1545	60	5	this	this	DET
easat-1545	60	6	fault	fault	NOUN
easat-1545	60	7	is	be	AUX
easat-1545	60	8	similar	similar	ADJ
easat-1545	60	9	to	to	ADP
easat-1545	60	10	the	the	DET
easat-1545	60	11	open	open	ADJ
easat-1545	60	12	circuit	circuit	NOUN
easat-1545	60	13	fault	fault	NOUN
easat-1545	60	14	in	in	ADP
easat-1545	60	15	this	this	DET
easat-1545	60	16	configuration	configuration	NOUN
easat-1545	60	17	of	of	ADP
easat-1545	60	18	two	two	NUM
easat-1545	60	19	modules	module	NOUN
easat-1545	60	20	in	in	ADP
easat-1545	60	21	parallel	parallel	NOUN
easat-1545	60	22	,	,	PUNCT
easat-1545	60	23	although	although	SCONJ
easat-1545	60	24	confirmation	confirmation	NOUN
easat-1545	60	25	on	on	ADP
easat-1545	60	26	a	a	DET
easat-1545	60	27	larger	large	ADJ
easat-1545	60	28	system	system	NOUN
easat-1545	60	29	is	be	AUX
easat-1545	60	30	needed	need	VERB
easat-1545	60	31	.	.	PUNCT
easat-1545	61	1	the	the	DET
easat-1545	61	2	aim	aim	NOUN
easat-1545	61	3	of	of	ADP
easat-1545	61	4	this	this	DET
easat-1545	61	5	paper	paper	NOUN
easat-1545	61	6	is	be	AUX
easat-1545	61	7	to	to	PART
easat-1545	61	8	analyze	analyze	VERB
easat-1545	61	9	the	the	DET
easat-1545	61	10	impact	impact	NOUN
easat-1545	61	11	of	of	ADP
easat-1545	61	12	partial	partial	ADJ
easat-1545	61	13	shading	shading	NOUN
easat-1545	61	14	(	(	PUNCT
easat-1545	61	15	ps	ps	NOUN
easat-1545	61	16	)	)	PUNCT
easat-1545	61	17	,	,	PUNCT
easat-1545	61	18	open	open	ADJ
easat-1545	61	19	circuit	circuit	NOUN
easat-1545	61	20	(	(	PUNCT
easat-1545	61	21	ocf	ocf	PROPN
easat-1545	61	22	)	)	PUNCT
easat-1545	61	23	,	,	PUNCT
easat-1545	61	24	bypass	bypass	NOUN
easat-1545	61	25	diode	diode	NOUN
easat-1545	61	26	disconnected	disconnected	ADJ
easat-1545	61	27	(	(	PUNCT
easat-1545	61	28	psbd	psbd	NOUN
easat-1545	61	29	)	)	PUNCT
easat-1545	61	30	,	,	PUNCT
easat-1545	61	31	and	and	CCONJ
easat-1545	61	32	paired	pair	VERB
easat-1545	61	33	bypass	bypass	NOUN
easat-1545	61	34	diode	diode	NOUN
easat-1545	61	35	disconnected	disconnected	ADJ
easat-1545	61	36	plus	plus	CCONJ
easat-1545	61	37	open	open	ADJ
easat-1545	61	38	circuit	circuit	NOUN
easat-1545	61	39	(	(	PUNCT
easat-1545	61	40	psbdoc	psbdoc	ADJ
easat-1545	61	41	)	)	PUNCT
easat-1545	61	42	faults	fault	NOUN
easat-1545	61	43	on	on	ADP
easat-1545	61	44	the	the	DET
easat-1545	61	45	parameters	parameter	NOUN
easat-1545	61	46	of	of	ADP
easat-1545	61	47	generator	generator	NOUN
easat-1545	61	48	output	output	NOUN
easat-1545	61	49	for	for	ADP
easat-1545	61	50	multiple	multiple	ADJ
easat-1545	61	51	pv	pv	NOUN
easat-1545	61	52	modules	module	NOUN
easat-1545	61	53	.	.	PUNCT
easat-1545	62	1	1689	1689	NUM
easat-1545	62	2	edelweiss	edelweiss	PROPN
easat-1545	62	3	applied	apply	VERB
easat-1545	62	4	science	science	NOUN
easat-1545	62	5	and	and	CCONJ
easat-1545	62	6	technology	technology	NOUN
easat-1545	62	7	issn	issn	PROPN
easat-1545	62	8	:	:	PUNCT
easat-1545	62	9	2576	2576	NUM
easat-1545	62	10	-	-	SYM
easat-1545	62	11	8484	8484	NUM
easat-1545	62	12	vol	vol	NOUN
easat-1545	62	13	.	.	PROPN
easat-1545	62	14	8	8	NUM
easat-1545	62	15	,	,	PUNCT
easat-1545	62	16	no	no	INTJ
easat-1545	62	17	.	.	NOUN
easat-1545	62	18	4	4	NUM
easat-1545	62	19	:	:	SYM
easat-1545	62	20	1687	1687	NUM
easat-1545	62	21	-	-	SYM
easat-1545	62	22	1698	1698	NUM
easat-1545	62	23	,	,	PUNCT
easat-1545	62	24	2024	2024	NUM
easat-1545	62	25	doi	doi	NOUN
easat-1545	62	26	:	:	PUNCT
easat-1545	62	27	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	62	28	©	©	ADP
easat-1545	62	29	2024	2024	NUM
easat-1545	62	30	by	by	ADP
easat-1545	62	31	the	the	DET
easat-1545	62	32	authors	author	NOUN
easat-1545	62	33	;	;	PUNCT
easat-1545	62	34	licensee	licensee	PROPN
easat-1545	62	35	learning	learning	NOUN
easat-1545	62	36	gate	gate	NOUN
easat-1545	62	37	1.3	1.3	NUM
easat-1545	62	38	.	.	PUNCT
easat-1545	63	1	contribution	contribution	VERB
easat-1545	63	2	the	the	DET
easat-1545	63	3	main	main	ADJ
easat-1545	63	4	contribution	contribution	NOUN
easat-1545	63	5	of	of	ADP
easat-1545	63	6	this	this	DET
easat-1545	63	7	paper	paper	NOUN
easat-1545	63	8	is	be	AUX
easat-1545	63	9	to	to	PART
easat-1545	63	10	examine	examine	VERB
easat-1545	63	11	the	the	DET
easat-1545	63	12	influence	influence	NOUN
easat-1545	63	13	of	of	ADP
easat-1545	63	14	a	a	DET
easat-1545	63	15	twin	twin	ADJ
easat-1545	63	16	fault	fault	NOUN
easat-1545	63	17	on	on	ADP
easat-1545	63	18	a	a	DET
easat-1545	63	19	series	series	NOUN
easat-1545	63	20	-	-	PUNCT
easat-1545	63	21	parallel	parallel	ADJ
easat-1545	63	22	circuit	circuit	NOUN
easat-1545	63	23	of	of	ADP
easat-1545	63	24	a	a	DET
easat-1545	63	25	photovoltaic	photovoltaic	NOUN
easat-1545	63	26	generator	generator	NOUN
easat-1545	63	27	:	:	PUNCT
easat-1545	63	28	•	•	NUM
easat-1545	63	29	examine	examine	VERB
easat-1545	63	30	the	the	DET
easat-1545	63	31	effects	effect	NOUN
easat-1545	63	32	of	of	ADP
easat-1545	63	33	the	the	DET
easat-1545	63	34	twin	twin	ADJ
easat-1545	63	35	fault	fault	NOUN
easat-1545	63	36	(	(	PUNCT
easat-1545	63	37	psbdoc	psbdoc	NOUN
easat-1545	63	38	)	)	PUNCT
easat-1545	63	39	on	on	ADP
easat-1545	63	40	a	a	DET
easat-1545	63	41	four	four	NUM
easat-1545	63	42	pv	pv	NOUN
easat-1545	63	43	modules	module	NOUN
easat-1545	63	44	system	system	NOUN
easat-1545	63	45	•	•	NOUN
easat-1545	63	46	contrast	contrast	VERB
easat-1545	63	47	the	the	DET
easat-1545	63	48	impact	impact	NOUN
easat-1545	63	49	of	of	ADP
easat-1545	63	50	this	this	DET
easat-1545	63	51	issue	issue	NOUN
easat-1545	63	52	with	with	ADP
easat-1545	63	53	that	that	PRON
easat-1545	63	54	identified	identify	VERB
easat-1545	63	55	in	in	ADP
easat-1545	63	56	a	a	DET
easat-1545	63	57	two	two	NUM
easat-1545	63	58	pv	pv	NOUN
easat-1545	63	59	modules	module	NOUN
easat-1545	63	60	system	system	NOUN
easat-1545	63	61	section	section	NOUN
easat-1545	63	62	2	2	NUM
easat-1545	63	63	of	of	ADP
easat-1545	63	64	the	the	DET
easat-1545	63	65	paper	paper	NOUN
easat-1545	63	66	outlines	outline	VERB
easat-1545	63	67	the	the	DET
easat-1545	63	68	modeling	modeling	NOUN
easat-1545	63	69	of	of	ADP
easat-1545	63	70	a	a	DET
easat-1545	63	71	pv	pv	NOUN
easat-1545	63	72	generator	generator	NOUN
easat-1545	63	73	under	under	ADP
easat-1545	63	74	normal	normal	ADJ
easat-1545	63	75	conditions	condition	NOUN
easat-1545	63	76	,	,	PUNCT
easat-1545	63	77	section	section	NOUN
easat-1545	63	78	3	3	NUM
easat-1545	63	79	focuses	focus	VERB
easat-1545	63	80	on	on	ADP
easat-1545	63	81	simulating	simulate	VERB
easat-1545	63	82	the	the	DET
easat-1545	63	83	various	various	ADJ
easat-1545	63	84	selected	select	VERB
easat-1545	63	85	faults	fault	NOUN
easat-1545	63	86	,	,	PUNCT
easat-1545	63	87	and	and	CCONJ
easat-1545	63	88	section	section	NOUN
easat-1545	63	89	4	4	NUM
easat-1545	63	90	is	be	AUX
easat-1545	63	91	dedicated	dedicate	VERB
easat-1545	63	92	to	to	ADP
easat-1545	63	93	presenting	present	VERB
easat-1545	63	94	the	the	DET
easat-1545	63	95	results	result	NOUN
easat-1545	63	96	and	and	CCONJ
easat-1545	63	97	discussions	discussion	NOUN
easat-1545	63	98	.	.	PUNCT
easat-1545	64	1	2	2	X
easat-1545	64	2	.	.	X
easat-1545	64	3	modeling	model	VERB
easat-1545	64	4	a	a	DET
easat-1545	64	5	pv	pv	NOUN
easat-1545	64	6	generator	generator	NOUN
easat-1545	64	7	when	when	SCONJ
easat-1545	64	8	modeling	model	VERB
easat-1545	64	9	a	a	DET
easat-1545	64	10	pv	pv	NOUN
easat-1545	64	11	generator	generator	NOUN
easat-1545	64	12	,	,	PUNCT
easat-1545	64	13	it	it	PRON
easat-1545	64	14	's	be	AUX
easat-1545	64	15	essential	essential	ADJ
easat-1545	64	16	to	to	PART
easat-1545	64	17	factor	factor	VERB
easat-1545	64	18	in	in	ADP
easat-1545	64	19	scale	scale	NOUN
easat-1545	64	20	parameters	parameter	NOUN
easat-1545	64	21	such	such	ADJ
easat-1545	64	22	as	as	ADP
easat-1545	64	23	the	the	DET
easat-1545	64	24	number	number	NOUN
easat-1545	64	25	of	of	ADP
easat-1545	64	26	cells	cell	NOUN
easat-1545	64	27	per	per	ADP
easat-1545	64	28	module	module	NOUN
easat-1545	64	29	,	,	PUNCT
easat-1545	64	30	the	the	DET
easat-1545	64	31	number	number	NOUN
easat-1545	64	32	of	of	ADP
easat-1545	64	33	modules	module	NOUN
easat-1545	64	34	connected	connect	VERB
easat-1545	64	35	in	in	ADP
easat-1545	64	36	series	series	NOUN
easat-1545	64	37	per	per	ADP
easat-1545	64	38	string	string	NOUN
easat-1545	64	39	,	,	PUNCT
easat-1545	64	40	and	and	CCONJ
easat-1545	64	41	the	the	DET
easat-1545	64	42	number	number	NOUN
easat-1545	64	43	of	of	ADP
easat-1545	64	44	strings	string	NOUN
easat-1545	64	45	in	in	ADP
easat-1545	64	46	parallel	parallel	NOUN
easat-1545	64	47	.	.	PUNCT
easat-1545	65	1	additionally	additionally	ADV
easat-1545	65	2	,	,	PUNCT
easat-1545	65	3	understanding	understand	VERB
easat-1545	65	4	electrical	electrical	ADJ
easat-1545	65	5	parameters	parameter	NOUN
easat-1545	65	6	is	be	AUX
easat-1545	65	7	crucial	crucial	ADJ
easat-1545	65	8	for	for	ADP
easat-1545	65	9	accurate	accurate	ADJ
easat-1545	65	10	modeling	modeling	NOUN
easat-1545	65	11	,	,	PUNCT
easat-1545	65	12	𝑉𝑜𝑐	𝑉𝑜𝑐	PROPN
easat-1545	65	13	,	,	PUNCT
easat-1545	65	14	𝐼𝑠𝑐	𝐼𝑠𝑐	PROPN
easat-1545	65	15	,	,	PUNCT
easat-1545	65	16	𝑉𝑚𝑝𝑝	𝑉𝑚𝑝𝑝	PROPN
easat-1545	65	17	,	,	PUNCT
easat-1545	65	18	𝐼𝑚𝑝𝑝	𝐼𝑚𝑝𝑝	PROPN
easat-1545	65	19	,	,	PUNCT
easat-1545	65	20	the	the	DET
easat-1545	65	21	temperature	temperature	NOUN
easat-1545	65	22	coefficient	coefficient	NOUN
easat-1545	65	23	in	in	ADP
easat-1545	65	24	open	open	ADJ
easat-1545	65	25	circuit	circuit	NOUN
easat-1545	65	26	(	(	PUNCT
easat-1545	65	27	𝑘𝑣)and	𝑘𝑣)and	X
easat-1545	65	28	short	short	ADJ
easat-1545	65	29	circuit	circuit	NOUN
easat-1545	65	30	(	(	PUNCT
easat-1545	65	31	𝑘𝑖	𝑘𝑖	NOUN
easat-1545	65	32	)	)	PUNCT
easat-1545	65	33	.	.	PUNCT
easat-1545	66	1	in	in	ADP
easat-1545	66	2	our	our	PRON
easat-1545	66	3	analysis	analysis	NOUN
easat-1545	66	4	,	,	PUNCT
easat-1545	66	5	we	we	PRON
easat-1545	66	6	will	will	AUX
easat-1545	66	7	assess	assess	VERB
easat-1545	66	8	the	the	DET
easat-1545	66	9	health	health	NOUN
easat-1545	66	10	of	of	ADP
easat-1545	66	11	the	the	DET
easat-1545	66	12	pv	pv	NOUN
easat-1545	66	13	generator	generator	NOUN
easat-1545	66	14	based	base	VERB
easat-1545	66	15	on	on	ADP
easat-1545	66	16	its	its	PRON
easat-1545	66	17	configuration	configuration	NOUN
easat-1545	66	18	and	and	CCONJ
easat-1545	66	19	the	the	DET
easat-1545	66	20	specific	specific	ADJ
easat-1545	66	21	symptoms	symptom	NOUN
easat-1545	66	22	associated	associate	VERB
easat-1545	66	23	with	with	ADP
easat-1545	66	24	each	each	DET
easat-1545	66	25	fault	fault	NOUN
easat-1545	66	26	in	in	ADP
easat-1545	66	27	the	the	DET
easat-1545	66	28	characteristic	characteristic	ADJ
easat-1545	66	29	iv	iv	NUM
easat-1545	66	30	curve	curve	NOUN
easat-1545	66	31	.	.	PUNCT
easat-1545	67	1	we	we	PRON
easat-1545	67	2	will	will	AUX
easat-1545	67	3	focus	focus	VERB
easat-1545	67	4	on	on	ADP
easat-1545	67	5	a	a	DET
easat-1545	67	6	pv	pv	NOUN
easat-1545	67	7	system	system	NOUN
easat-1545	67	8	consisting	consist	VERB
easat-1545	67	9	of	of	ADP
easat-1545	67	10	four	four	NUM
easat-1545	67	11	pv	pv	NOUN
easat-1545	67	12	modules	module	NOUN
easat-1545	67	13	and	and	CCONJ
easat-1545	67	14	model	model	VERB
easat-1545	67	15	four	four	NUM
easat-1545	67	16	different	different	ADJ
easat-1545	67	17	fault	fault	NOUN
easat-1545	67	18	scenarios	scenario	NOUN
easat-1545	67	19	to	to	PART
easat-1545	67	20	generate	generate	VERB
easat-1545	67	21	the	the	DET
easat-1545	67	22	iv	iv	NUM
easat-1545	67	23	curve	curve	NOUN
easat-1545	67	24	.	.	PUNCT
easat-1545	68	1	this	this	DET
easat-1545	68	2	particular	particular	ADJ
easat-1545	68	3	configuration	configuration	NOUN
easat-1545	68	4	is	be	AUX
easat-1545	68	5	chosen	choose	VERB
easat-1545	68	6	to	to	PART
easat-1545	68	7	highlight	highlight	VERB
easat-1545	68	8	the	the	DET
easat-1545	68	9	similarities	similarity	NOUN
easat-1545	68	10	between	between	ADP
easat-1545	68	11	the	the	DET
easat-1545	68	12	symptoms	symptom	NOUN
easat-1545	68	13	of	of	ADP
easat-1545	68	14	open	open	ADJ
easat-1545	68	15	circuit	circuit	NOUN
easat-1545	68	16	faults	fault	NOUN
easat-1545	68	17	(	(	PUNCT
easat-1545	68	18	ocf	ocf	PROPN
easat-1545	68	19	)	)	PUNCT
easat-1545	68	20	and	and	CCONJ
easat-1545	68	21	the	the	DET
easat-1545	68	22	twin	twin	ADJ
easat-1545	68	23	fault	fault	NOUN
easat-1545	68	24	(	(	PUNCT
easat-1545	68	25	psbdoc	psbdoc	NOUN
easat-1545	68	26	)	)	PUNCT
easat-1545	68	27	observed	observe	VERB
easat-1545	68	28	in	in	ADP
easat-1545	68	29	two	two	NUM
easat-1545	68	30	pv	pv	NOUN
easat-1545	68	31	modules	module	NOUN
easat-1545	68	32	connected	connect	VERB
easat-1545	68	33	in	in	ADP
easat-1545	68	34	parallel	parallel	NOUN
easat-1545	68	35	[	[	X
easat-1545	68	36	22	22	NUM
easat-1545	68	37	]	]	PUNCT
easat-1545	68	38	.	.	PUNCT
easat-1545	69	1	the	the	DET
easat-1545	69	2	construction	construction	NOUN
easat-1545	69	3	of	of	ADP
easat-1545	69	4	this	this	DET
easat-1545	69	5	generator	generator	NOUN
easat-1545	69	6	is	be	AUX
easat-1545	69	7	based	base	VERB
easat-1545	69	8	on	on	ADP
easat-1545	69	9	repetition	repetition	NOUN
easat-1545	69	10	and	and	CCONJ
easat-1545	69	11	combination	combination	NOUN
easat-1545	69	12	of	of	ADP
easat-1545	69	13	blocks	block	NOUN
easat-1545	69	14	from	from	ADP
easat-1545	69	15	the	the	DET
easat-1545	69	16	solar	solar	ADJ
easat-1545	69	17	cell	cell	NOUN
easat-1545	69	18	2.1	2.1	NUM
easat-1545	69	19	.	.	PUNCT
easat-1545	70	1	modeling	model	VERB
easat-1545	70	2	a	a	DET
easat-1545	70	3	solar	solar	ADJ
easat-1545	70	4	cell	cell	NOUN
easat-1545	70	5	in	in	ADP
easat-1545	70	6	the	the	DET
easat-1545	70	7	existing	exist	VERB
easat-1545	70	8	literature	literature	NOUN
easat-1545	70	9	on	on	ADP
easat-1545	70	10	solar	solar	ADJ
easat-1545	70	11	cell	cell	NOUN
easat-1545	70	12	equivalent	equivalent	ADJ
easat-1545	70	13	circuits	circuit	NOUN
easat-1545	70	14	,	,	PUNCT
easat-1545	70	15	the	the	DET
easat-1545	70	16	single	single	ADJ
easat-1545	70	17	-	-	PUNCT
easat-1545	70	18	diode	diode	NOUN
easat-1545	70	19	model	model	NOUN
easat-1545	70	20	is	be	AUX
easat-1545	70	21	widely	widely	ADV
easat-1545	70	22	used	use	VERB
easat-1545	70	23	and	and	CCONJ
easat-1545	70	24	has	have	AUX
easat-1545	70	25	been	be	AUX
easat-1545	70	26	shown	show	VERB
easat-1545	70	27	to	to	PART
easat-1545	70	28	produce	produce	VERB
easat-1545	70	29	satisfactory	satisfactory	ADJ
easat-1545	70	30	results	result	NOUN
easat-1545	71	1	[	[	X
easat-1545	71	2	23	23	NUM
easat-1545	71	3	]	]	PUNCT
easat-1545	71	4	.	.	PUNCT
easat-1545	72	1	the	the	DET
easat-1545	72	2	electrical	electrical	ADJ
easat-1545	72	3	circuit	circuit	NOUN
easat-1545	72	4	of	of	ADP
easat-1545	72	5	this	this	DET
easat-1545	72	6	model	model	NOUN
easat-1545	72	7	is	be	AUX
easat-1545	72	8	composed	compose	VERB
easat-1545	72	9	of	of	ADP
easat-1545	72	10	a	a	DET
easat-1545	72	11	current	current	ADJ
easat-1545	72	12	source	source	NOUN
easat-1545	72	13	𝐼𝑝ℎdelivered	𝐼𝑝ℎdelivere	VERB
easat-1545	72	14	by	by	ADP
easat-1545	72	15	the	the	DET
easat-1545	72	16	sunlight	sunlight	NOUN
easat-1545	72	17	received	receive	VERB
easat-1545	72	18	on	on	ADP
easat-1545	72	19	the	the	DET
easat-1545	72	20	surface	surface	NOUN
easat-1545	72	21	of	of	ADP
easat-1545	72	22	the	the	DET
easat-1545	72	23	cell	cell	NOUN
easat-1545	72	24	and	and	CCONJ
easat-1545	72	25	a	a	DET
easat-1545	72	26	current	current	ADJ
easat-1545	72	27	diode	diode	NOUN
easat-1545	72	28	𝐼𝑑which	𝐼𝑑which	PROPN
easat-1545	72	29	provides	provide	VERB
easat-1545	72	30	an	an	DET
easat-1545	72	31	unilluminated	unilluminated	ADJ
easat-1545	72	32	pn	pn	NOUN
easat-1545	72	33	junction	junction	NOUN
easat-1545	72	34	.	.	PUNCT
easat-1545	73	1	the	the	DET
easat-1545	73	2	series	series	PROPN
easat-1545	73	3	resistance	resistance	NOUN
easat-1545	73	4	(	(	PUNCT
easat-1545	73	5	𝑅𝑠	𝑅𝑠	PROPN
easat-1545	73	6	)	)	PUNCT
easat-1545	73	7	represents	represent	VERB
easat-1545	73	8	the	the	DET
easat-1545	73	9	contact	contact	NOUN
easat-1545	73	10	and	and	CCONJ
easat-1545	73	11	connection	connection	NOUN
easat-1545	73	12	resistance	resistance	NOUN
easat-1545	73	13	,	,	PUNCT
easat-1545	73	14	taking	take	VERB
easat-1545	73	15	into	into	ADP
easat-1545	73	16	account	account	NOUN
easat-1545	73	17	the	the	DET
easat-1545	73	18	ohmic	ohmic	ADJ
easat-1545	73	19	losses	loss	NOUN
easat-1545	73	20	of	of	ADP
easat-1545	73	21	materials	material	NOUN
easat-1545	73	22	and	and	CCONJ
easat-1545	73	23	semiconductors	semiconductor	NOUN
easat-1545	73	24	.	.	PUNCT
easat-1545	74	1	this	this	PRON
easat-1545	74	2	ensures	ensure	VERB
easat-1545	74	3	the	the	DET
easat-1545	74	4	interconnection	interconnection	NOUN
easat-1545	74	5	between	between	ADP
easat-1545	74	6	cells	cell	NOUN
easat-1545	74	7	.	.	PUNCT
easat-1545	75	1	a	a	DET
easat-1545	75	2	shunt	shunt	NOUN
easat-1545	75	3	resistor	resistor	NOUN
easat-1545	75	4	(	(	PUNCT
easat-1545	75	5	𝑅𝑠	𝑅𝑠	PROPN
easat-1545	75	6	)	)	PUNCT
easat-1545	75	7	is	be	AUX
easat-1545	75	8	included	include	VERB
easat-1545	75	9	to	to	PART
easat-1545	75	10	represent	represent	VERB
easat-1545	75	11	the	the	DET
easat-1545	75	12	leakage	leakage	NOUN
easat-1545	75	13	current	current	NOUN
easat-1545	75	14	of	of	ADP
easat-1545	75	15	the	the	DET
easat-1545	75	16	pn	pn	PROPN
easat-1545	75	17	junction	junction	NOUN
easat-1545	75	18	,	,	PUNCT
easat-1545	75	19	which	which	PRON
easat-1545	75	20	is	be	AUX
easat-1545	75	21	placed	place	VERB
easat-1545	75	22	in	in	ADP
easat-1545	75	23	parallel	parallel	NOUN
easat-1545	75	24	with	with	ADP
easat-1545	75	25	the	the	DET
easat-1545	75	26	diode	diode	NOUN
easat-1545	75	27	.	.	PUNCT
easat-1545	76	1	additionally	additionally	ADV
easat-1545	76	2	,	,	PUNCT
easat-1545	76	3	a	a	DET
easat-1545	76	4	voltage	voltage	NOUN
easat-1545	76	5	source	source	NOUN
easat-1545	76	6	(	(	PUNCT
easat-1545	76	7	v	v	NOUN
easat-1545	76	8	)	)	PUNCT
easat-1545	76	9	is	be	AUX
easat-1545	76	10	incorporated	incorporate	VERB
easat-1545	76	11	to	to	PART
easat-1545	76	12	provide	provide	VERB
easat-1545	76	13	the	the	DET
easat-1545	76	14	output	output	NOUN
easat-1545	76	15	voltage	voltage	NOUN
easat-1545	76	16	of	of	ADP
easat-1545	76	17	the	the	DET
easat-1545	76	18	cell	cell	NOUN
easat-1545	76	19	.	.	PUNCT
easat-1545	77	1	in	in	ADP
easat-1545	77	2	a	a	DET
easat-1545	77	3	study	study	NOUN
easat-1545	77	4	by	by	ADP
easat-1545	77	5	ding	ding	NOUN
easat-1545	77	6	et	et	PROPN
easat-1545	77	7	al	al	PROPN
easat-1545	78	1	[	[	X
easat-1545	78	2	24	24	NUM
easat-1545	78	3	]	]	PUNCT
easat-1545	78	4	,	,	PUNCT
easat-1545	78	5	a	a	DET
easat-1545	78	6	single	single	ADJ
easat-1545	78	7	-	-	PUNCT
easat-1545	78	8	diode	diode	NOUN
easat-1545	78	9	model	model	NOUN
easat-1545	78	10	was	be	AUX
easat-1545	78	11	proposed	propose	VERB
easat-1545	78	12	for	for	ADP
easat-1545	78	13	use	use	NOUN
easat-1545	78	14	in	in	ADP
easat-1545	78	15	modelling	model	VERB
easat-1545	78	16	photovoltaic	photovoltaic	NOUN
easat-1545	78	17	modules	module	NOUN
easat-1545	78	18	using	use	VERB
easat-1545	78	19	matlab	matlab	PROPN
easat-1545	78	20	/	/	SYM
easat-1545	78	21	simulink	simulink	PROPN
easat-1545	78	22	.	.	PUNCT
easat-1545	79	1	figure	figure	NOUN
easat-1545	79	2	1	1	NUM
easat-1545	79	3	shows	show	VERB
easat-1545	79	4	the	the	DET
easat-1545	79	5	equivalent	equivalent	ADJ
easat-1545	79	6	circuit	circuit	NOUN
easat-1545	79	7	of	of	ADP
easat-1545	79	8	a	a	DET
easat-1545	79	9	single	single	ADJ
easat-1545	79	10	diode	diode	NOUN
easat-1545	79	11	solar	solar	ADJ
easat-1545	79	12	cell	cell	NOUN
easat-1545	79	13	consisting	consist	VERB
easat-1545	79	14	of	of	ADP
easat-1545	79	15	five	five	NUM
easat-1545	79	16	parameters	parameter	NOUN
easat-1545	79	17	(	(	PUNCT
easat-1545	79	18	𝐼𝑝ℎ	𝐼𝑝ℎ	PROPN
easat-1545	79	19	,	,	PUNCT
easat-1545	79	20	𝐼0	𝐼0	ADJ
easat-1545	79	21	,	,	PUNCT
easat-1545	79	22	𝑅𝑠	𝑅𝑠	PROPN
easat-1545	79	23	,	,	PUNCT
easat-1545	79	24	𝑅𝑠ℎ	𝑅𝑠ℎ	PROPN
easat-1545	79	25	,	,	PUNCT
easat-1545	79	26	𝑛	𝑛	NOUN
easat-1545	79	27	)	)	PUNCT
easat-1545	79	28	.	.	PUNCT
easat-1545	80	1	figure	figure	NOUN
easat-1545	80	2	1	1	NUM
easat-1545	80	3	.	.	PUNCT
easat-1545	80	4	electrical	electrical	ADJ
easat-1545	80	5	circuit	circuit	NOUN
easat-1545	80	6	of	of	ADP
easat-1545	80	7	a	a	DET
easat-1545	80	8	single	single	ADJ
easat-1545	80	9	diode	diode	NOUN
easat-1545	80	10	solar	solar	ADJ
easat-1545	80	11	cell	cell	NOUN
easat-1545	80	12	.	.	PUNCT
easat-1545	81	1	the	the	DET
easat-1545	81	2	general	general	ADJ
easat-1545	81	3	equation	equation	NOUN
easat-1545	81	4	of	of	ADP
easat-1545	81	5	a	a	DET
easat-1545	81	6	cell	cell	NOUN
easat-1545	81	7	to	to	ADP
easat-1545	81	8	a	a	DET
easat-1545	81	9	diode	diode	NOUN
easat-1545	81	10	is	be	AUX
easat-1545	81	11	given	give	VERB
easat-1545	81	12	by	by	ADP
easat-1545	81	13	equation	equation	NOUN
easat-1545	81	14	(	(	PUNCT
easat-1545	81	15	1	1	X
easat-1545	81	16	)	)	PUNCT
easat-1545	81	17	applying	apply	VERB
easat-1545	81	18	kirchhoff	kirchhoff	NOUN
easat-1545	81	19	's	's	PART
easat-1545	81	20	law	law	NOUN
easat-1545	81	21	𝐼	𝐼	PROPN
easat-1545	81	22	=	=	PROPN
easat-1545	81	23	𝐼𝑝ℎ	𝐼𝑝ℎ	PROPN
easat-1545	82	1	−	−	PROPN
easat-1545	83	1	𝐼𝑑	𝐼𝑑	PROPN
easat-1545	83	2	−	−	PROPN
easat-1545	83	3	𝐼𝑠ℎ	𝐼𝑠ℎ	PROPN
easat-1545	83	4	(	(	PUNCT
easat-1545	83	5	1	1	NUM
easat-1545	83	6	)	)	PUNCT
easat-1545	83	7	1690	1690	NUM
easat-1545	83	8	edelweiss	edelweiss	PROPN
easat-1545	83	9	applied	apply	VERB
easat-1545	83	10	science	science	NOUN
easat-1545	83	11	and	and	CCONJ
easat-1545	83	12	technology	technology	NOUN
easat-1545	83	13	issn	issn	PROPN
easat-1545	83	14	:	:	PUNCT
easat-1545	83	15	2576	2576	NUM
easat-1545	83	16	-	-	SYM
easat-1545	83	17	8484	8484	NUM
easat-1545	83	18	vol	vol	NOUN
easat-1545	83	19	.	.	PROPN
easat-1545	84	1	8	8	NUM
easat-1545	84	2	,	,	PUNCT
easat-1545	84	3	no	no	INTJ
easat-1545	84	4	.	.	NOUN
easat-1545	84	5	4	4	NUM
easat-1545	84	6	:	:	SYM
easat-1545	84	7	1687	1687	NUM
easat-1545	84	8	-	-	SYM
easat-1545	84	9	1698	1698	NUM
easat-1545	84	10	,	,	PUNCT
easat-1545	84	11	2024	2024	NUM
easat-1545	84	12	doi	doi	NOUN
easat-1545	84	13	:	:	PUNCT
easat-1545	84	14	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	84	15	©	©	ADP
easat-1545	84	16	2024	2024	NUM
easat-1545	84	17	by	by	ADP
easat-1545	84	18	the	the	DET
easat-1545	84	19	authors	author	NOUN
easat-1545	84	20	;	;	PUNCT
easat-1545	84	21	licensee	licensee	NOUN
easat-1545	84	22	learning	learning	NOUN
easat-1545	84	23	gate	gate	NOUN
easat-1545	85	1	𝐼𝑝ℎ	𝐼𝑝ℎ	PROPN
easat-1545	85	2	=	=	PUNCT
easat-1545	86	1	[	[	X
easat-1545	86	2	𝐼𝑠𝑐𝑛	𝐼𝑠𝑐𝑛	PROPN
easat-1545	86	3	+	+	PROPN
easat-1545	86	4	𝑘𝑖(𝑇𝑐	𝑘𝑖(𝑇𝑐	PROPN
easat-1545	86	5	−	−	PROPN
easat-1545	86	6	𝑇𝑛	𝑇𝑛	NOUN
easat-1545	86	7	)	)	PUNCT
easat-1545	86	8	]	]	PUNCT
easat-1545	87	1	𝐺	𝐺	PROPN
easat-1545	87	2	𝐺𝑛	𝐺𝑛	PROPN
easat-1545	87	3	(	(	PUNCT
easat-1545	87	4	2	2	NUM
easat-1545	87	5	)	)	PUNCT
easat-1545	87	6	𝐼𝑑	𝐼𝑑	NOUN
easat-1545	87	7	=	=	PUNCT
easat-1545	87	8	𝐼0	𝐼0	PROPN
easat-1545	87	9	{	{	PUNCT
easat-1545	87	10	exp	exp	NOUN
easat-1545	87	11	(	(	PUNCT
easat-1545	87	12	𝑉	𝑉	PROPN
easat-1545	87	13	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	87	14	)	)	PUNCT
easat-1545	87	15	−	−	PROPN
easat-1545	87	16	1	1	NUM
easat-1545	87	17	}	}	PUNCT
easat-1545	87	18	(	(	PUNCT
easat-1545	87	19	3	3	X
easat-1545	87	20	)	)	PUNCT
easat-1545	87	21	in	in	ADP
easat-1545	87	22	a	a	DET
easat-1545	87	23	short	short	ADJ
easat-1545	87	24	circuit	circuit	NOUN
easat-1545	87	25	situation	situation	NOUN
easat-1545	87	26	,	,	PUNCT
easat-1545	87	27	the	the	DET
easat-1545	87	28	photo	photo	NOUN
easat-1545	87	29	current	current	NOUN
easat-1545	87	30	𝐼𝑝ℎis	𝐼𝑝ℎis	PROPN
easat-1545	87	31	confused	confuse	VERB
easat-1545	87	32	with	with	ADP
easat-1545	87	33	the	the	DET
easat-1545	87	34	short	short	ADJ
easat-1545	87	35	circuit	circuit	NOUN
easat-1545	87	36	current	current	ADJ
easat-1545	87	37	𝐼𝑠𝑐	𝐼𝑠𝑐	PROPN
easat-1545	87	38	as	as	SCONJ
easat-1545	87	39	shown	show	VERB
easat-1545	87	40	in	in	ADP
easat-1545	87	41	equation	equation	NOUN
easat-1545	87	42	(	(	PUNCT
easat-1545	87	43	3	3	NUM
easat-1545	87	44	)	)	PUNCT
easat-1545	87	45	for𝑉	for𝑉	NOUN
easat-1545	87	46	=	=	SYM
easat-1545	87	47	0	0	PUNCT
easat-1545	87	48	𝐼	𝐼	NOUN
easat-1545	87	49	=	=	SYM
easat-1545	87	50	𝐼𝑠𝑐	𝐼𝑠𝑐	PROPN
easat-1545	87	51	−	−	PROPN
easat-1545	87	52	𝐼0	𝐼0	ADJ
easat-1545	87	53	{	{	PUNCT
easat-1545	87	54	exp	exp	NOUN
easat-1545	87	55	(	(	PUNCT
easat-1545	87	56	𝑉	𝑉	PROPN
easat-1545	87	57	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	87	58	)	)	PUNCT
easat-1545	87	59	−	−	PROPN
easat-1545	87	60	1	1	NUM
easat-1545	87	61	}	}	PUNCT
easat-1545	87	62	(	(	PUNCT
easat-1545	87	63	4	4	NUM
easat-1545	87	64	)	)	PUNCT
easat-1545	87	65	▪	▪	NOUN
easat-1545	87	66	𝐼0	𝐼0	NOUN
easat-1545	87	67	:	:	PUNCT
easat-1545	87	68	the	the	DET
easat-1545	87	69	saturation	saturation	NOUN
easat-1545	87	70	current	current	NOUN
easat-1545	87	71	of	of	ADP
easat-1545	87	72	the	the	DET
easat-1545	87	73	diode	diode	NOUN
easat-1545	87	74	is	be	AUX
easat-1545	87	75	the	the	DET
easat-1545	87	76	asymptotic	asymptotic	ADJ
easat-1545	87	77	value	value	NOUN
easat-1545	87	78	of	of	ADP
easat-1545	87	79	the	the	DET
easat-1545	87	80	current	current	NOUN
easat-1545	87	81	in	in	ADP
easat-1545	87	82	reverse	reverse	ADJ
easat-1545	87	83	bias	bias	NOUN
easat-1545	87	84	.	.	PUNCT
easat-1545	88	1	it	it	PRON
easat-1545	88	2	depends	depend	VERB
easat-1545	88	3	only	only	ADV
easat-1545	88	4	on	on	ADP
easat-1545	88	5	the	the	DET
easat-1545	88	6	temperature	temperature	NOUN
easat-1545	88	7	and	and	CCONJ
easat-1545	88	8	is	be	AUX
easat-1545	88	9	given	give	VERB
easat-1545	88	10	by	by	ADP
easat-1545	88	11	the	the	DET
easat-1545	88	12	relation	relation	NOUN
easat-1545	88	13	(	(	PUNCT
easat-1545	88	14	4	4	X
easat-1545	88	15	)	)	PUNCT
easat-1545	88	16	𝐼0	𝐼0	NOUN
easat-1545	88	17	=	=	SYM
easat-1545	88	18	𝐼01	𝐼01	PROPN
easat-1545	88	19	[	[	PUNCT
easat-1545	88	20	𝑇𝑐	𝑇𝑐	PROPN
easat-1545	88	21	𝑇𝑛	𝑇𝑛	PROPN
easat-1545	88	22	]	]	PUNCT
easat-1545	89	1	3	3	NUM
easat-1545	89	2	𝑒	𝑒	PROPN
easat-1545	89	3	𝑞𝐸𝑔	𝑞𝐸𝑔	PRON
easat-1545	89	4	𝑛𝐾	𝑛𝐾	NOUN
easat-1545	89	5	(	(	PUNCT
easat-1545	89	6	1	1	NUM
easat-1545	89	7	𝑇𝑛	𝑇𝑛	ADV
easat-1545	89	8	−	−	VERB
easat-1545	89	9	1	1	NUM
easat-1545	89	10	𝑇	𝑇	PROPN
easat-1545	89	11	)	)	PUNCT
easat-1545	89	12	(	(	PUNCT
easat-1545	89	13	5	5	X
easat-1545	89	14	)	)	PUNCT
easat-1545	89	15	▪	▪	NOUN
easat-1545	89	16	𝐼01	𝐼01	PROPN
easat-1545	89	17	:	:	PUNCT
easat-1545	89	18	reverse	reverse	VERB
easat-1545	89	19	saturation	saturation	NOUN
easat-1545	89	20	current	current	NOUN
easat-1545	89	21	of	of	ADP
easat-1545	89	22	the	the	DET
easat-1545	89	23	diode	diode	NOUN
easat-1545	89	24	given	give	VERB
easat-1545	89	25	by	by	ADP
easat-1545	89	26	(	(	PUNCT
easat-1545	89	27	5	5	NUM
easat-1545	89	28	)	)	PUNCT
easat-1545	89	29	𝐼01	𝐼01	PROPN
easat-1545	89	30	=	=	SYM
easat-1545	89	31	𝐼_𝑠𝑐	𝐼_𝑠𝑐	PROPN
easat-1545	89	32	[	[	X
easat-1545	89	33	𝑒	𝑒	ADP
easat-1545	89	34	𝑞𝑉𝑜𝑐	𝑞𝑉𝑜𝑐	PROPN
easat-1545	89	35	𝑛𝐾𝑇	𝑛𝐾𝑇	NOUN
easat-1545	89	36	−	−	PROPN
easat-1545	89	37	1	1	NUM
easat-1545	89	38	]	]	PUNCT
easat-1545	89	39	(	(	PUNCT
easat-1545	89	40	6	6	NUM
easat-1545	89	41	)	)	PUNCT
easat-1545	89	42	•	•	NOUN
easat-1545	89	43	𝑇𝑐	𝑇𝑐	NOUN
easat-1545	89	44	=	=	PUNCT
easat-1545	89	45	𝑇𝑎	𝑇𝑎	PROPN
easat-1545	89	46	+	+	CCONJ
easat-1545	89	47	𝑁𝑂𝐶𝑇−20	𝑁𝑂𝐶𝑇−20	ADJ
easat-1545	89	48	0.8	0.8	NUM
easat-1545	89	49	×	×	PROPN
easat-1545	89	50	𝐺	𝐺	NOUN
easat-1545	89	51	:	:	PUNCT
easat-1545	89	52	cell	cell	NOUN
easat-1545	89	53	temperature	temperature	NOUN
easat-1545	89	54	•	•	NOUN
easat-1545	89	55	𝑇𝑎:ambient	𝑇𝑎:ambient	NOUN
easat-1545	89	56	temperature	temperature	NOUN
easat-1545	89	57	•	•	INTJ
easat-1545	89	58	𝑇𝑛	𝑇𝑛	PROPN
easat-1545	89	59	:	:	PUNCT
easat-1545	89	60	outlet	outlet	NOUN
easat-1545	89	61	temperature	temperature	NOUN
easat-1545	89	62	in	in	ADP
easat-1545	89	63	stc	stc	NOUN
easat-1545	89	64	•	•	ADJ
easat-1545	89	65	𝐾	𝐾	PROPN
easat-1545	89	66	:	:	PUNCT
easat-1545	89	67	boltzmann	boltzmann	PROPN
easat-1545	89	68	constant	constant	ADJ
easat-1545	89	69	1.3806503	1.3806503	NUM
easat-1545	89	70	×	×	NOUN
easat-1545	89	71	10−23j	10−23j	NUM
easat-1545	89	72	/	/	SYM
easat-1545	89	73	k	k	NOUN
easat-1545	89	74	•	•	NUM
easat-1545	90	1	𝐸𝑔	𝐸𝑔	ADV
easat-1545	90	2	:	:	PUNCT
easat-1545	90	3	energy	energy	NOUN
easat-1545	90	4	band	band	NOUN
easat-1545	90	5	1.1ev	1.1ev	NUM
easat-1545	90	6	•	•	NOUN
easat-1545	90	7	𝑛	𝑛	PROPN
easat-1545	90	8	:	:	PUNCT
easat-1545	90	9	diode	diode	NOUN
easat-1545	90	10	ideality	ideality	NOUN
easat-1545	90	11	factor	factor	NOUN
easat-1545	90	12	between	between	ADP
easat-1545	90	13	1	1	NUM
easat-1545	90	14	and	and	CCONJ
easat-1545	90	15	2	2	NUM
easat-1545	90	16	•	•	NOUN
easat-1545	90	17	𝑘𝑖	𝑘𝑖	NOUN
easat-1545	90	18	=	=	PUNCT
easat-1545	90	19	𝑑𝐼𝑠𝑐𝑛	𝑑𝐼𝑠𝑐𝑛	PROPN
easat-1545	90	20	𝑑𝑇	𝑑𝑇	NOUN
easat-1545	90	21	:	:	PUNCT
easat-1545	90	22	temperature	temperature	NOUN
easat-1545	90	23	coefficient	coefficient	NOUN
easat-1545	90	24	of	of	ADP
easat-1545	90	25	short	short	ADJ
easat-1545	90	26	-	-	PUNCT
easat-1545	90	27	circuit	circuit	NOUN
easat-1545	90	28	current	current	ADJ
easat-1545	90	29	•	•	NUM
easat-1545	90	30	𝐼01	𝐼01	PROPN
easat-1545	90	31	:	:	PUNCT
easat-1545	90	32	inverse	inverse	NOUN
easat-1545	90	33	saturation	saturation	NOUN
easat-1545	90	34	current	current	NOUN
easat-1545	90	35	of	of	ADP
easat-1545	90	36	the	the	DET
easat-1545	90	37	diode	diode	NOUN
easat-1545	90	38	given	give	VERB
easat-1545	90	39	by	by	ADP
easat-1545	90	40	the	the	DET
easat-1545	90	41	relation	relation	NOUN
easat-1545	90	42	•	•	NOUN
easat-1545	90	43	𝑉𝑇	𝑉𝑇	PROPN
easat-1545	90	44	=	=	NOUN
easat-1545	90	45	𝑘𝑇𝑐	𝑘𝑇𝑐	NOUN
easat-1545	90	46	𝑞	𝑞	NOUN
easat-1545	90	47	:	:	PUNCT
easat-1545	90	48	pn	pn	PROPN
easat-1545	90	49	junction	junction	PROPN
easat-1545	90	50	thermal	thermal	ADJ
easat-1545	90	51	voltage	voltage	VERB
easat-1545	90	52	the	the	DET
easat-1545	90	53	input	input	NOUN
easat-1545	90	54	current	current	NOUN
easat-1545	90	55	of	of	ADP
easat-1545	90	56	the	the	DET
easat-1545	90	57	shunt	shunt	NOUN
easat-1545	90	58	resistor	resistor	NOUN
easat-1545	90	59	𝐼𝑠ℎis	𝐼𝑠ℎis	PROPN
easat-1545	90	60	given	give	VERB
easat-1545	90	61	by	by	ADP
easat-1545	90	62	the	the	DET
easat-1545	90	63	relationship	relationship	NOUN
easat-1545	90	64	below	below	ADV
easat-1545	90	65	:	:	PUNCT
easat-1545	90	66	𝐼𝑠ℎ	𝐼𝑠ℎ	PROPN
easat-1545	90	67	=	=	SYM
easat-1545	90	68	𝑉	𝑉	PROPN
easat-1545	90	69	+	+	NOUN
easat-1545	90	70	𝐼𝑅𝑠	𝐼𝑅𝑠	NOUN
easat-1545	90	71	𝑅𝑠ℎ	𝑅𝑠ℎ	PROPN
easat-1545	90	72	(	(	PUNCT
easat-1545	90	73	7	7	NUM
easat-1545	90	74	)	)	PUNCT
easat-1545	90	75	by	by	ADP
easat-1545	90	76	replacing	replace	VERB
easat-1545	90	77	the	the	DET
easat-1545	90	78	expressions	expression	NOUN
easat-1545	90	79	in	in	ADP
easat-1545	90	80	equation	equation	NOUN
easat-1545	90	81	(	(	PUNCT
easat-1545	90	82	8)	8)	NUM
easat-1545	90	83	,	,	PUNCT
easat-1545	90	84	the	the	DET
easat-1545	90	85	general	general	ADJ
easat-1545	90	86	equation	equation	NOUN
easat-1545	90	87	of	of	ADP
easat-1545	90	88	a	a	DET
easat-1545	90	89	photovoltaic	photovoltaic	NOUN
easat-1545	90	90	cell	cell	NOUN
easat-1545	90	91	is	be	AUX
easat-1545	90	92	given	give	VERB
easat-1545	90	93	by	by	ADP
easat-1545	90	94	the	the	DET
easat-1545	90	95	following	follow	VERB
easat-1545	90	96	relationship	relationship	NOUN
easat-1545	90	97	:	:	PUNCT
easat-1545	91	1	𝐼	𝐼	PROPN
easat-1545	91	2	=	=	PROPN
easat-1545	91	3	𝐼𝑝ℎ	𝐼𝑝ℎ	PROPN
easat-1545	91	4	−	−	PROPN
easat-1545	91	5	𝐼0	𝐼0	PROPN
easat-1545	91	6	{	{	PUNCT
easat-1545	91	7	𝑒	𝑒	PROPN
easat-1545	91	8	(	(	PUNCT
easat-1545	91	9	(	(	PUNCT
easat-1545	91	10	𝑉+𝐼𝑅𝑠	𝑉+𝐼𝑅𝑠	NOUN
easat-1545	91	11	)	)	PUNCT
easat-1545	91	12	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	91	13	)	)	PUNCT
easat-1545	91	14	−	−	PROPN
easat-1545	92	1	1	1	NUM
easat-1545	92	2	}	}	PUNCT
easat-1545	92	3	−	−	PROPN
easat-1545	92	4	𝑉+𝐼𝑅𝑠	𝑉+𝐼𝑅𝑠	PROPN
easat-1545	92	5	𝑅𝑠ℎ	𝑅𝑠ℎ	PROPN
easat-1545	92	6	(	(	PUNCT
easat-1545	92	7	8)	8)	NUM
easat-1545	92	8	•	•	NUM
easat-1545	92	9	expression	expression	NOUN
easat-1545	92	10	of	of	ADP
easat-1545	92	11	series	series	NOUN
easat-1545	92	12	resistance	resistance	NOUN
easat-1545	92	13	,	,	PUNCT
easat-1545	92	14	𝑅𝑠	𝑅𝑠	SCONJ
easat-1545	92	15	the	the	DET
easat-1545	92	16	increase	increase	NOUN
easat-1545	92	17	in	in	ADP
easat-1545	92	18	series	series	PROPN
easat-1545	92	19	resistance	resistance	NOUN
easat-1545	92	20	causes	cause	VERB
easat-1545	92	21	the	the	DET
easat-1545	92	22	current	current	NOUN
easat-1545	92	23	to	to	PART
easat-1545	92	24	drop	drop	VERB
easat-1545	92	25	rapidly	rapidly	ADV
easat-1545	92	26	.	.	PUNCT
easat-1545	93	1	the	the	DET
easat-1545	93	2	impact	impact	NOUN
easat-1545	93	3	of	of	ADP
easat-1545	93	4	the	the	DET
easat-1545	93	5	voltage	voltage	NOUN
easat-1545	93	6	drop	drop	NOUN
easat-1545	93	7	is	be	AUX
easat-1545	93	8	not	not	PART
easat-1545	93	9	significant	significant	ADJ
easat-1545	93	10	for	for	SCONJ
easat-1545	93	11	the	the	DET
easat-1545	93	12	typical	typical	ADJ
easat-1545	93	13	value	value	NOUN
easat-1545	93	14	of	of	ADP
easat-1545	93	15	𝑅𝑠since	𝑅𝑠since	PROPN
easat-1545	93	16	𝑉	𝑉	PROPN
easat-1545	93	17	+	+	CCONJ
easat-1545	93	18	𝐼𝑅𝑠is	𝐼𝑅𝑠is	PROPN
easat-1545	93	19	always	always	ADV
easat-1545	93	20	low	low	ADJ
easat-1545	93	21	,	,	PUNCT
easat-1545	93	22	𝑅𝑠determines	𝑅𝑠determines	PROPN
easat-1545	93	23	the	the	DET
easat-1545	93	24	slope	slope	NOUN
easat-1545	93	25	close	close	ADV
easat-1545	93	26	to	to	ADP
easat-1545	93	27	𝑉𝑜𝑐which	𝑉𝑜𝑐which	PROPN
easat-1545	93	28	can	can	AUX
easat-1545	93	29	be	be	AUX
easat-1545	93	30	used	use	VERB
easat-1545	93	31	to	to	PART
easat-1545	93	32	determine	determine	VERB
easat-1545	93	33	𝑅𝑠.	𝑅𝑠.	PROPN
easat-1545	93	34	the	the	DET
easat-1545	93	35	power	power	NOUN
easat-1545	93	36	is	be	AUX
easat-1545	93	37	maximum	maximum	ADJ
easat-1545	93	38	when	when	SCONJ
easat-1545	93	39	𝑑𝑃	𝑑𝑃	ADJ
easat-1545	93	40	𝑑𝑉	𝑑𝑉	ADP
easat-1545	93	41	=	=	SYM
easat-1545	93	42	0	0	NUM
easat-1545	93	43	and	and	CCONJ
easat-1545	93	44	the	the	DET
easat-1545	93	45	solution	solution	NOUN
easat-1545	93	46	to	to	ADP
easat-1545	93	47	this	this	DET
easat-1545	93	48	equation	equation	NOUN
easat-1545	93	49	at	at	ADP
easat-1545	93	50	the	the	DET
easat-1545	93	51	point	point	NOUN
easat-1545	93	52	of	of	ADP
easat-1545	93	53	maximum	maximum	ADJ
easat-1545	93	54	power	power	NOUN
easat-1545	93	55	has	have	VERB
easat-1545	93	56	coordinates	coordinate	NOUN
easat-1545	93	57	(	(	PUNCT
easat-1545	93	58	𝑉𝑚𝑝	𝑉𝑚𝑝	PROPN
easat-1545	93	59	,	,	PUNCT
easat-1545	93	60	𝐼𝑚𝑝)thus	𝐼𝑚𝑝)thu	NOUN
easat-1545	93	61	,	,	PUNCT
easat-1545	93	62	1691	1691	NUM
easat-1545	93	63	edelweiss	edelweiss	PROPN
easat-1545	93	64	applied	apply	VERB
easat-1545	93	65	science	science	NOUN
easat-1545	93	66	and	and	CCONJ
easat-1545	93	67	technology	technology	NOUN
easat-1545	93	68	issn	issn	PROPN
easat-1545	93	69	:	:	PUNCT
easat-1545	93	70	2576	2576	NUM
easat-1545	93	71	-	-	SYM
easat-1545	93	72	8484	8484	NUM
easat-1545	93	73	vol	vol	NOUN
easat-1545	93	74	.	.	PROPN
easat-1545	93	75	8	8	NUM
easat-1545	93	76	,	,	PUNCT
easat-1545	93	77	no	no	INTJ
easat-1545	93	78	.	.	NOUN
easat-1545	93	79	4	4	NUM
easat-1545	93	80	:	:	SYM
easat-1545	93	81	1687	1687	NUM
easat-1545	93	82	-	-	SYM
easat-1545	93	83	1698	1698	NUM
easat-1545	93	84	,	,	PUNCT
easat-1545	93	85	2024	2024	NUM
easat-1545	93	86	doi	doi	NOUN
easat-1545	93	87	:	:	PUNCT
easat-1545	93	88	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	93	89	©	©	ADP
easat-1545	93	90	2024	2024	NUM
easat-1545	93	91	by	by	ADP
easat-1545	93	92	the	the	DET
easat-1545	93	93	authors	author	NOUN
easat-1545	93	94	;	;	PUNCT
easat-1545	93	95	licensee	licensee	PROPN
easat-1545	93	96	learning	learning	NOUN
easat-1545	93	97	gate	gate	NOUN
easat-1545	93	98	𝑑𝑃	𝑑𝑃	PROPN
easat-1545	93	99	𝑑𝑉	𝑑𝑉	ADP
easat-1545	93	100	|𝑚𝑝	|𝑚𝑝	X
easat-1545	93	101	=	=	SYM
easat-1545	93	102	0	0	PUNCT
easat-1545	93	103	⟺	⟺	NOUN
easat-1545	93	104	𝐼𝑚𝑝	𝐼𝑚𝑝	PROPN
easat-1545	94	1	+	+	CCONJ
easat-1545	94	2	𝑉𝑚𝑝	𝑉𝑚𝑝	PROPN
easat-1545	94	3	𝑑𝐼	𝑑𝐼	NOUN
easat-1545	94	4	𝑑𝑉	𝑑𝑉	ADP
easat-1545	94	5	|𝑚𝑝	|𝑚𝑝	X
easat-1545	94	6	=	=	SYM
easat-1545	94	7	0	0	NUM
easat-1545	94	8	(	(	PUNCT
easat-1545	94	9	9	9	NUM
easat-1545	94	10	)	)	PUNCT
easat-1545	94	11	𝑑𝐼	𝑑𝐼	NOUN
easat-1545	94	12	𝑑𝑉	𝑑𝑉	ADP
easat-1545	94	13	|𝑚𝑝	|𝑚𝑝	X
easat-1545	94	14	=	=	SYM
easat-1545	94	15	−	−	PROPN
easat-1545	94	16	𝐼𝑚𝑝	𝐼𝑚𝑝	PROPN
easat-1545	94	17	𝑉𝑚𝑝	𝑉𝑚𝑝	PROPN
easat-1545	94	18	(	(	PUNCT
easat-1545	94	19	10	10	NUM
easat-1545	94	20	)	)	PUNCT
easat-1545	94	21	furthermore	furthermore	ADV
easat-1545	94	22	,	,	PUNCT
easat-1545	94	23	the	the	DET
easat-1545	94	24	derivative	derivative	NOUN
easat-1545	94	25	of	of	ADP
easat-1545	94	26	(	(	PUNCT
easat-1545	94	27	11	11	NUM
easat-1545	94	28	)	)	PUNCT
easat-1545	94	29	with	with	ADP
easat-1545	94	30	respect	respect	NOUN
easat-1545	94	31	to	to	ADP
easat-1545	94	32	v	v	NOUN
easat-1545	94	33	is	be	AUX
easat-1545	94	34	given	give	VERB
easat-1545	94	35	by	by	ADP
easat-1545	94	36	:	:	PUNCT
easat-1545	94	37	𝑅𝑠	𝑅𝑠	PROPN
easat-1545	94	38	=	=	PUNCT
easat-1545	94	39	−	−	NOUN
easat-1545	94	40	𝑑𝑉	𝑑𝑉	ADP
easat-1545	94	41	𝑑𝐼	𝑑𝐼	PROPN
easat-1545	94	42	|𝑚𝑝(𝐼𝑚𝑝	|𝑚𝑝(𝐼𝑚𝑝	ADJ
easat-1545	94	43	=	=	SYM
easat-1545	94	44	0	0	NUM
easat-1545	94	45	,	,	PUNCT
easat-1545	94	46	𝑉𝑚𝑝	𝑉𝑚𝑝	PROPN
easat-1545	94	47	=	=	SYM
easat-1545	94	48	𝑉𝑜𝑐	𝑉𝑜𝑐	PROPN
easat-1545	94	49	)	)	PUNCT
easat-1545	94	50	−	−	PROPN
easat-1545	94	51	1	1	NUM
easat-1545	94	52	𝑋𝑉	𝑋𝑉	NOUN
easat-1545	94	53	(	(	PUNCT
easat-1545	94	54	11	11	NUM
easat-1545	94	55	)	)	PUNCT
easat-1545	94	56	𝑋𝑉	𝑋𝑉	NOUN
easat-1545	94	57	=	=	SYM
easat-1545	94	58	𝐼0	𝐼0	ADJ
easat-1545	94	59	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	94	60	exp	exp	NOUN
easat-1545	94	61	(	(	PUNCT
easat-1545	94	62	𝑉𝑜𝑐	𝑉𝑜𝑐	NOUN
easat-1545	94	63	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	94	64	)	)	PUNCT
easat-1545	94	65	(	(	PUNCT
easat-1545	94	66	12	12	NUM
easat-1545	94	67	)	)	PUNCT
easat-1545	94	68	however	however	ADV
easat-1545	94	69	,	,	PUNCT
easat-1545	94	70	to	to	PART
easat-1545	94	71	power	power	VERB
easat-1545	94	72	a	a	DET
easat-1545	94	73	large	large	ADJ
easat-1545	94	74	load	load	NOUN
easat-1545	94	75	in	in	ADP
easat-1545	94	76	practice	practice	NOUN
easat-1545	94	77	,	,	PUNCT
easat-1545	94	78	the	the	DET
easat-1545	94	79	power	power	NOUN
easat-1545	94	80	delivered	deliver	VERB
easat-1545	94	81	by	by	ADP
easat-1545	94	82	the	the	DET
easat-1545	94	83	solar	solar	ADJ
easat-1545	94	84	cell	cell	NOUN
easat-1545	94	85	is	be	AUX
easat-1545	94	86	insufficient	insufficient	ADJ
easat-1545	94	87	,	,	PUNCT
easat-1545	94	88	it	it	PRON
easat-1545	94	89	is	be	AUX
easat-1545	94	90	necessary	necessary	ADJ
easat-1545	94	91	to	to	PART
easat-1545	94	92	combine	combine	VERB
easat-1545	94	93	several	several	ADJ
easat-1545	94	94	cells	cell	NOUN
easat-1545	94	95	in	in	ADP
easat-1545	94	96	series	series	NOUN
easat-1545	94	97	or	or	CCONJ
easat-1545	94	98	parallel	parallel	NOUN
easat-1545	94	99	in	in	ADP
easat-1545	94	100	order	order	NOUN
easat-1545	94	101	to	to	PART
easat-1545	94	102	form	form	VERB
easat-1545	94	103	a	a	DET
easat-1545	94	104	photovoltaic	photovoltaic	NOUN
easat-1545	94	105	module	module	NOUN
easat-1545	94	106	capable	capable	ADJ
easat-1545	94	107	of	of	ADP
easat-1545	94	108	powering	power	VERB
easat-1545	94	109	a	a	DET
easat-1545	94	110	load	load	NOUN
easat-1545	94	111	.	.	PUNCT
easat-1545	95	1	2.2	2.2	NUM
easat-1545	95	2	.	.	PUNCT
easat-1545	96	1	modeling	model	VERB
easat-1545	96	2	a	a	DET
easat-1545	96	3	pv	pv	NOUN
easat-1545	96	4	array	array	NOUN
easat-1545	96	5	in	in	ADP
easat-1545	96	6	free	free	ADJ
easat-1545	96	7	fault	fault	NOUN
easat-1545	96	8	,	,	PUNCT
easat-1545	96	9	the	the	DET
easat-1545	96	10	optimal	optimal	ADJ
easat-1545	96	11	voltage	voltage	NOUN
easat-1545	96	12	for	for	ADP
easat-1545	96	13	a	a	DET
easat-1545	96	14	photovoltaic	photovoltaic	NOUN
easat-1545	96	15	(	(	PUNCT
easat-1545	96	16	pv	pv	NOUN
easat-1545	96	17	)	)	PUNCT
easat-1545	96	18	module	module	NOUN
easat-1545	96	19	is	be	AUX
easat-1545	96	20	achieved	achieve	VERB
easat-1545	96	21	by	by	ADP
easat-1545	96	22	connecting	connect	VERB
easat-1545	96	23	multiple	multiple	ADJ
easat-1545	96	24	solar	solar	ADJ
easat-1545	96	25	cells	cell	NOUN
easat-1545	96	26	in	in	ADP
easat-1545	96	27	series	series	NOUN
easat-1545	96	28	,	,	PUNCT
easat-1545	96	29	assuming	assume	VERB
easat-1545	96	30	that	that	SCONJ
easat-1545	96	31	the	the	DET
easat-1545	96	32	cells	cell	NOUN
easat-1545	96	33	are	be	AUX
easat-1545	96	34	all	all	ADV
easat-1545	96	35	identical	identical	ADJ
easat-1545	96	36	.	.	PUNCT
easat-1545	97	1	nevertheless	nevertheless	ADV
easat-1545	97	2	,	,	PUNCT
easat-1545	97	3	in	in	ADP
easat-1545	97	4	the	the	DET
easat-1545	97	5	context	context	NOUN
easat-1545	97	6	of	of	ADP
easat-1545	97	7	a	a	DET
easat-1545	97	8	photovoltaic	photovoltaic	NOUN
easat-1545	97	9	field	field	NOUN
easat-1545	97	10	,	,	PUNCT
easat-1545	97	11	an	an	DET
easat-1545	97	12	association	association	NOUN
easat-1545	97	13	of	of	ADP
easat-1545	97	14	𝑁𝑠modules	𝑁𝑠modules	PROPN
easat-1545	97	15	in	in	ADP
easat-1545	97	16	series	series	NOUN
easat-1545	97	17	and	and	CCONJ
easat-1545	97	18	𝑁𝑝string	𝑁𝑝stre	VERB
easat-1545	97	19	in	in	ADP
easat-1545	97	20	parallel	parallel	NOUN
easat-1545	97	21	is	be	AUX
easat-1545	97	22	carried	carry	VERB
easat-1545	97	23	out	out	ADP
easat-1545	97	24	to	to	PART
easat-1545	97	25	obtain	obtain	VERB
easat-1545	97	26	the	the	DET
easat-1545	97	27	current	current	NOUN
easat-1545	97	28	and	and	CCONJ
easat-1545	97	29	the	the	DET
easat-1545	97	30	output	output	NOUN
easat-1545	97	31	voltage	voltage	NOUN
easat-1545	97	32	of	of	ADP
easat-1545	97	33	the	the	DET
easat-1545	97	34	desired	desire	VERB
easat-1545	97	35	field	field	NOUN
easat-1545	97	36	as	as	SCONJ
easat-1545	97	37	shown	show	VERB
easat-1545	97	38	in	in	ADP
easat-1545	97	39	figure	figure	NOUN
easat-1545	97	40	2	2	NUM
easat-1545	97	41	.	.	PUNCT
easat-1545	97	42	figure	figure	NOUN
easat-1545	97	43	2	2	NUM
easat-1545	97	44	.	.	PUNCT
easat-1545	97	45	modeling	model	VERB
easat-1545	97	46	a	a	DET
easat-1545	97	47	pv	pv	NOUN
easat-1545	97	48	generator	generator	NOUN
easat-1545	97	49	.	.	PUNCT
easat-1545	98	1	equations	equation	NOUN
easat-1545	98	2	(	(	PUNCT
easat-1545	98	3	13	13	NUM
easat-1545	98	4	)	)	PUNCT
easat-1545	98	5	and	and	CCONJ
easat-1545	98	6	(	(	PUNCT
easat-1545	98	7	14	14	NUM
easat-1545	98	8	)	)	PUNCT
easat-1545	98	9	show	show	VERB
easat-1545	98	10	the	the	DET
easat-1545	98	11	relationships	relationship	NOUN
easat-1545	98	12	between	between	ADP
easat-1545	98	13	the	the	DET
easat-1545	98	14	array	array	NOUN
easat-1545	98	15	output	output	NOUN
easat-1545	98	16	current	current	ADJ
easat-1545	98	17	as	as	ADP
easat-1545	98	18	a	a	DET
easat-1545	98	19	function	function	NOUN
easat-1545	98	20	of	of	ADP
easat-1545	98	21	voltage	voltage	NOUN
easat-1545	98	22	and	and	CCONJ
easat-1545	98	23	the	the	DET
easat-1545	98	24	two	two	NUM
easat-1545	98	25	parameters	parameter	NOUN
easat-1545	98	26	𝑁𝑝and𝑁𝑠	𝑁𝑝and𝑁𝑠	NOUN
easat-1545	98	27	𝐼	𝐼	PROPN
easat-1545	98	28	=	=	PUNCT
easat-1545	98	29	𝑁𝑝(𝐼𝑝ℎ	𝑁𝑝(𝐼𝑝ℎ	NOUN
easat-1545	98	30	−	−	PROPN
easat-1545	98	31	𝐼𝑑	𝐼𝑑	NOUN
easat-1545	98	32	)	)	PUNCT
easat-1545	98	33	−	−	PROPN
easat-1545	98	34	𝐼𝑠ℎ	𝐼𝑠ℎ	PROPN
easat-1545	98	35	(	(	PUNCT
easat-1545	98	36	13	13	NUM
easat-1545	98	37	)	)	PUNCT
easat-1545	98	38	by	by	ADP
easat-1545	98	39	substituting	substitute	VERB
easat-1545	98	40	the	the	DET
easat-1545	98	41	diode	diode	NOUN
easat-1545	98	42	current	current	NOUN
easat-1545	98	43	by	by	ADP
easat-1545	98	44	its	its	PRON
easat-1545	98	45	expression	expression	NOUN
easat-1545	98	46	,	,	PUNCT
easat-1545	98	47	we	we	PRON
easat-1545	98	48	have	have	VERB
easat-1545	98	49	the	the	DET
easat-1545	98	50	relation	relation	NOUN
easat-1545	98	51	of	of	ADP
easat-1545	98	52	the	the	DET
easat-1545	98	53	output	output	NOUN
easat-1545	98	54	current	current	NOUN
easat-1545	98	55	of	of	ADP
easat-1545	98	56	the	the	DET
easat-1545	98	57	pv	pv	NOUN
easat-1545	98	58	array	array	NOUN
easat-1545	98	59	.	.	PUNCT
easat-1545	99	1	𝐼	𝐼	ADP
easat-1545	99	2	=	=	SYM
easat-1545	99	3	𝑁𝑝𝐼𝑝ℎ	𝑁𝑝𝐼𝑝ℎ	PROPN
easat-1545	99	4	−𝑁𝑝𝐼0	−𝑁𝑝𝐼0	NOUN
easat-1545	99	5	{	{	PUNCT
easat-1545	99	6	𝑒	𝑒	PROPN
easat-1545	99	7	(	(	PUNCT
easat-1545	99	8	(	(	PUNCT
easat-1545	99	9	𝑉	𝑉	PROPN
easat-1545	99	10	𝑁𝑠	𝑁𝑠	PROPN
easat-1545	99	11	+	+	CCONJ
easat-1545	99	12	𝐼	𝐼	PROPN
easat-1545	99	13	𝑁𝑝	𝑁𝑝	PROPN
easat-1545	99	14	𝑅𝑠	𝑅𝑠	PROPN
easat-1545	99	15	)	)	PUNCT
easat-1545	99	16	𝑛𝑉𝑇	𝑛𝑉𝑇	NOUN
easat-1545	99	17	)	)	PUNCT
easat-1545	100	1	−	−	PROPN
easat-1545	100	2	1	1	NUM
easat-1545	100	3	}	}	PUNCT
easat-1545	100	4	−	−	PROPN
easat-1545	100	5	𝑉𝑁𝑝/𝑁𝑠	𝑉𝑁𝑝/𝑁𝑠	PROPN
easat-1545	100	6	+	+	CCONJ
easat-1545	100	7	𝐼𝑅𝑠	𝐼𝑅𝑠	NOUN
easat-1545	100	8	𝑅𝑠ℎ	𝑅𝑠ℎ	PROPN
easat-1545	100	9	(	(	PUNCT
easat-1545	100	10	14	14	NUM
easat-1545	100	11	)	)	PUNCT
easat-1545	100	12	1692	1692	NUM
easat-1545	100	13	edelweiss	edelweiss	PROPN
easat-1545	100	14	applied	apply	VERB
easat-1545	100	15	science	science	NOUN
easat-1545	100	16	and	and	CCONJ
easat-1545	100	17	technology	technology	NOUN
easat-1545	100	18	issn	issn	PROPN
easat-1545	100	19	:	:	PUNCT
easat-1545	100	20	2576	2576	NUM
easat-1545	100	21	-	-	SYM
easat-1545	100	22	8484	8484	NUM
easat-1545	100	23	vol	vol	NOUN
easat-1545	100	24	.	.	PROPN
easat-1545	100	25	8	8	NUM
easat-1545	100	26	,	,	PUNCT
easat-1545	100	27	no	no	INTJ
easat-1545	100	28	.	.	NOUN
easat-1545	100	29	4	4	NUM
easat-1545	100	30	:	:	SYM
easat-1545	100	31	1687	1687	NUM
easat-1545	100	32	-	-	SYM
easat-1545	100	33	1698	1698	NUM
easat-1545	100	34	,	,	PUNCT
easat-1545	100	35	2024	2024	NUM
easat-1545	100	36	doi	doi	NOUN
easat-1545	100	37	:	:	PUNCT
easat-1545	100	38	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	100	39	©	©	ADP
easat-1545	100	40	2024	2024	NUM
easat-1545	100	41	by	by	ADP
easat-1545	100	42	the	the	DET
easat-1545	100	43	authors	author	NOUN
easat-1545	100	44	;	;	PUNCT
easat-1545	100	45	licensee	licensee	PROPN
easat-1545	100	46	learning	learning	NOUN
easat-1545	100	47	gate	gate	NOUN
easat-1545	100	48	{	{	PUNCT
easat-1545	100	49	𝐼	𝐼	PROPN
easat-1545	100	50	=	=	SYM
easat-1545	100	51	𝑁𝑝	𝑁𝑝	PROPN
easat-1545	100	52	×	×	NOUN
easat-1545	100	53	𝐼𝑠𝑡𝑟𝑖𝑛𝑔	𝐼𝑠𝑡𝑟𝑖𝑛𝑔	PROPN
easat-1545	100	54	𝑉	𝑉	PROPN
easat-1545	100	55	=	=	PUNCT
easat-1545	100	56	𝑁𝑠	𝑁𝑠	PROPN
easat-1545	100	57	×	×	NOUN
easat-1545	100	58	𝑉𝑚𝑜𝑑	𝑉𝑚𝑜𝑑	PROPN
easat-1545	100	59	𝑃	𝑃	NOUN
easat-1545	100	60	=	=	SYM
easat-1545	100	61	𝑉	𝑉	PROPN
easat-1545	100	62	×	×	NOUN
easat-1545	100	63	𝐼	𝐼	PROPN
easat-1545	100	64	(	(	PUNCT
easat-1545	100	65	15	15	NUM
easat-1545	100	66	)	)	PUNCT
easat-1545	100	67	𝐼	𝐼	NOUN
easat-1545	100	68	:	:	PUNCT
easat-1545	100	69	pv	pv	INTJ
easat-1545	100	70	array	array	NOUN
easat-1545	100	71	output	output	NOUN
easat-1545	100	72	current	current	ADJ
easat-1545	100	73	v	v	NOUN
easat-1545	100	74	:	:	PUNCT
easat-1545	100	75	pv	pv	NOUN
easat-1545	100	76	array	array	NOUN
easat-1545	100	77	output	output	NOUN
easat-1545	100	78	voltage	voltage	NOUN
easat-1545	100	79	3	3	NUM
easat-1545	100	80	.	.	PUNCT
easat-1545	101	1	simulation	simulation	NOUN
easat-1545	101	2	of	of	ADP
easat-1545	101	3	the	the	DET
easat-1545	101	4	pv	pv	NOUN
easat-1545	101	5	system	system	NOUN
easat-1545	101	6	in	in	ADP
easat-1545	101	7	fault	fault	NOUN
easat-1545	101	8	conditions	condition	NOUN
easat-1545	101	9	the	the	DET
easat-1545	101	10	simulation	simulation	NOUN
easat-1545	101	11	of	of	ADP
easat-1545	101	12	the	the	DET
easat-1545	101	13	various	various	ADJ
easat-1545	101	14	selected	select	VERB
easat-1545	101	15	faults	fault	NOUN
easat-1545	101	16	is	be	AUX
easat-1545	101	17	performed	perform	VERB
easat-1545	101	18	according	accord	VERB
easat-1545	101	19	to	to	ADP
easat-1545	101	20	the	the	DET
easat-1545	101	21	configuration	configuration	NOUN
easat-1545	101	22	shown	show	VERB
easat-1545	101	23	in	in	ADP
easat-1545	101	24	figure	figure	NOUN
easat-1545	101	25	3	3	NUM
easat-1545	101	26	.	.	PUNCT
easat-1545	101	27	figure	figure	NOUN
easat-1545	102	1	3	3	NUM
easat-1545	102	2	.	.	PUNCT
easat-1545	102	3	structure	structure	NOUN
easat-1545	102	4	of	of	ADP
easat-1545	102	5	the	the	DET
easat-1545	102	6	pv	pv	NOUN
easat-1545	102	7	array	array	NOUN
easat-1545	102	8	.	.	PUNCT
easat-1545	103	1	3.1	3.1	NUM
easat-1545	103	2	.	.	PUNCT
easat-1545	103	3	description	description	NOUN
easat-1545	103	4	of	of	ADP
easat-1545	103	5	the	the	DET
easat-1545	103	6	pv	pv	NOUN
easat-1545	103	7	generator	generator	NOUN
easat-1545	103	8	the	the	DET
easat-1545	103	9	photovoltaic	photovoltaic	NOUN
easat-1545	103	10	(	(	PUNCT
easat-1545	103	11	pv	pv	NOUN
easat-1545	103	12	)	)	PUNCT
easat-1545	103	13	generator	generator	NOUN
easat-1545	103	14	under	under	ADP
easat-1545	103	15	consideration	consideration	NOUN
easat-1545	103	16	in	in	ADP
easat-1545	103	17	this	this	DET
easat-1545	103	18	study	study	NOUN
easat-1545	103	19	is	be	AUX
easat-1545	103	20	composed	compose	VERB
easat-1545	103	21	of	of	ADP
easat-1545	103	22	four	four	NUM
easat-1545	103	23	solar	solar	ADJ
easat-1545	103	24	modules	module	NOUN
easat-1545	103	25	,	,	PUNCT
easat-1545	103	26	arranged	arrange	VERB
easat-1545	103	27	in	in	ADP
easat-1545	103	28	two	two	NUM
easat-1545	103	29	chains	chain	NOUN
easat-1545	103	30	of	of	ADP
easat-1545	103	31	two	two	NUM
easat-1545	103	32	modules	module	NOUN
easat-1545	103	33	in	in	ADP
easat-1545	103	34	series	series	NOUN
easat-1545	103	35	.	.	PUNCT
easat-1545	104	1	each	each	DET
easat-1545	104	2	module	module	NOUN
easat-1545	104	3	is	be	AUX
easat-1545	104	4	composed	compose	VERB
easat-1545	104	5	of	of	ADP
easat-1545	104	6	36	36	NUM
easat-1545	104	7	cells	cell	NOUN
easat-1545	104	8	,	,	PUNCT
easat-1545	104	9	which	which	PRON
easat-1545	104	10	are	be	AUX
easat-1545	104	11	divided	divide	VERB
easat-1545	104	12	into	into	ADP
easat-1545	104	13	two	two	NUM
easat-1545	104	14	groups	group	NOUN
easat-1545	104	15	of	of	ADP
easat-1545	104	16	18	18	NUM
easat-1545	104	17	cells	cell	NOUN
easat-1545	104	18	.	.	PUNCT
easat-1545	105	1	each	each	DET
easat-1545	105	2	cell	cell	NOUN
easat-1545	105	3	is	be	AUX
easat-1545	105	4	protected	protect	VERB
easat-1545	105	5	by	by	ADP
easat-1545	105	6	a	a	DET
easat-1545	105	7	bypass	bypass	NOUN
easat-1545	105	8	diode	diode	NOUN
easat-1545	105	9	.	.	PUNCT
easat-1545	106	1	the	the	DET
easat-1545	106	2	photovoltaic	photovoltaic	NOUN
easat-1545	106	3	(	(	PUNCT
easat-1545	106	4	pv	pv	NOUN
easat-1545	106	5	)	)	PUNCT
easat-1545	106	6	module	module	NOUN
easat-1545	106	7	employed	employ	VERB
easat-1545	106	8	in	in	ADP
easat-1545	106	9	this	this	DET
easat-1545	106	10	study	study	NOUN
easat-1545	106	11	is	be	AUX
easat-1545	106	12	a	a	DET
easat-1545	106	13	product	product	NOUN
easat-1545	106	14	of	of	ADP
easat-1545	106	15	the	the	DET
easat-1545	106	16	bld	bld	PROPN
easat-1545	106	17	solar	solar	ADJ
easat-1545	106	18	brand	brand	NOUN
easat-1545	106	19	.	.	PUNCT
easat-1545	107	1	the	the	DET
easat-1545	107	2	technical	technical	ADJ
easat-1545	107	3	specifications	specification	NOUN
easat-1545	107	4	of	of	ADP
easat-1545	107	5	this	this	DET
easat-1545	107	6	module	module	NOUN
easat-1545	107	7	are	be	AUX
easat-1545	107	8	presented	present	VERB
easat-1545	107	9	in	in	ADP
easat-1545	107	10	table	table	NOUN
easat-1545	107	11	1	1	NUM
easat-1545	107	12	.	.	PUNCT
easat-1545	107	13	table	table	NOUN
easat-1545	107	14	1	1	NUM
easat-1545	107	15	.	.	PUNCT
easat-1545	108	1	technical	technical	ADJ
easat-1545	108	2	specification	specification	NOUN
easat-1545	108	3	of	of	ADP
easat-1545	108	4	the	the	DET
easat-1545	108	5	bld	bld	PROPN
easat-1545	108	6	solar	solar	ADJ
easat-1545	108	7	monocrystalline	monocrystalline	ADJ
easat-1545	108	8	solar	solar	ADJ
easat-1545	108	9	module	module	NOUN
easat-1545	108	10	electrical	electrical	ADJ
easat-1545	108	11	parameters	parameter	NOUN
easat-1545	108	12	values	value	VERB
easat-1545	108	13	nominal	nominal	ADJ
easat-1545	108	14	power	power	NOUN
easat-1545	108	15	(	(	PUNCT
easat-1545	108	16	𝑷𝒎𝒑	𝑷𝒎𝒑	PROPN
easat-1545	108	17	)	)	PUNCT
easat-1545	108	18	50w	50w	NOUN
easat-1545	108	19	open	open	ADJ
easat-1545	108	20	circuit	circuit	NOUN
easat-1545	108	21	voltage	voltage	NOUN
easat-1545	108	22	(	(	PUNCT
easat-1545	108	23	𝑽𝑶𝑪	𝑽𝑶𝑪	PROPN
easat-1545	108	24	)	)	PUNCT
easat-1545	108	25	22.1v	22.1v	NUM
easat-1545	108	26	short	short	ADJ
easat-1545	108	27	circuit	circuit	NOUN
easat-1545	108	28	current	current	ADJ
easat-1545	108	29	(	(	PUNCT
easat-1545	108	30	𝑰𝑺𝑪	𝑰𝑺𝑪	PROPN
easat-1545	108	31	)	)	PUNCT
easat-1545	108	32	2.81a	2.81a	NUM
easat-1545	108	33	1693	1693	NUM
easat-1545	108	34	edelweiss	edelweiss	PROPN
easat-1545	108	35	applied	apply	VERB
easat-1545	108	36	science	science	NOUN
easat-1545	108	37	and	and	CCONJ
easat-1545	108	38	technology	technology	NOUN
easat-1545	108	39	issn	issn	PROPN
easat-1545	108	40	:	:	PUNCT
easat-1545	108	41	2576	2576	NUM
easat-1545	108	42	-	-	SYM
easat-1545	108	43	8484	8484	NUM
easat-1545	108	44	vol	vol	NOUN
easat-1545	108	45	.	.	PROPN
easat-1545	109	1	8	8	NUM
easat-1545	109	2	,	,	PUNCT
easat-1545	109	3	no	no	INTJ
easat-1545	109	4	.	.	NOUN
easat-1545	109	5	4	4	NUM
easat-1545	109	6	:	:	SYM
easat-1545	109	7	1687	1687	NUM
easat-1545	109	8	-	-	SYM
easat-1545	109	9	1698	1698	NUM
easat-1545	109	10	,	,	PUNCT
easat-1545	109	11	2024	2024	NUM
easat-1545	109	12	doi	doi	NOUN
easat-1545	109	13	:	:	PUNCT
easat-1545	109	14	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	109	15	©	©	ADP
easat-1545	109	16	2024	2024	NUM
easat-1545	109	17	by	by	ADP
easat-1545	109	18	the	the	DET
easat-1545	109	19	authors	author	NOUN
easat-1545	109	20	;	;	PUNCT
easat-1545	109	21	licensee	licensee	PROPN
easat-1545	109	22	learning	learn	VERB
easat-1545	109	23	gate	gate	NOUN
easat-1545	109	24	voltage	voltage	NOUN
easat-1545	109	25	at	at	ADP
easat-1545	109	26	maximum	maximum	ADJ
easat-1545	109	27	power	power	NOUN
easat-1545	109	28	(	(	PUNCT
easat-1545	109	29	𝑽𝒎𝒑	𝑽𝒎𝒑	NOUN
easat-1545	109	30	)	)	PUNCT
easat-1545	109	31	18.1v	18.1v	NUM
easat-1545	109	32	current	current	NOUN
easat-1545	109	33	at	at	ADP
easat-1545	109	34	maximum	maximum	ADJ
easat-1545	109	35	power	power	NOUN
easat-1545	109	36	(	(	PUNCT
easat-1545	109	37	𝑰𝒎𝒑	𝑰𝒎𝒑	PROPN
easat-1545	109	38	)	)	PUNCT
easat-1545	109	39	2.76	2.76	NUM
easat-1545	109	40	a	a	DET
easat-1545	109	41	number	number	NOUN
easat-1545	109	42	of	of	ADP
easat-1545	109	43	cells	cell	NOUN
easat-1545	109	44	36	36	NUM
easat-1545	109	45	3.2	3.2	NUM
easat-1545	109	46	.	.	PUNCT
easat-1545	110	1	fault	fault	VERB
easat-1545	110	2	configuration	configuration	NOUN
easat-1545	110	3	the	the	DET
easat-1545	110	4	configuration	configuration	NOUN
easat-1545	110	5	of	of	ADP
easat-1545	110	6	different	different	ADJ
easat-1545	110	7	faults	fault	NOUN
easat-1545	110	8	is	be	AUX
easat-1545	110	9	accomplished	accomplish	VERB
easat-1545	110	10	through	through	ADP
easat-1545	110	11	the	the	DET
easat-1545	110	12	utilization	utilization	NOUN
easat-1545	110	13	of	of	ADP
easat-1545	110	14	the	the	DET
easat-1545	110	15	gain	gain	NOUN
easat-1545	110	16	block	block	NOUN
easat-1545	110	17	in	in	ADP
easat-1545	110	18	conjunction	conjunction	NOUN
easat-1545	110	19	with	with	ADP
easat-1545	110	20	supplementary	supplementary	ADJ
easat-1545	110	21	resistors	resistor	NOUN
easat-1545	110	22	.	.	PUNCT
easat-1545	111	1	four	four	NUM
easat-1545	111	2	distinct	distinct	ADJ
easat-1545	111	3	types	type	NOUN
easat-1545	111	4	of	of	ADP
easat-1545	111	5	defects	defect	NOUN
easat-1545	111	6	are	be	AUX
easat-1545	111	7	considered	consider	VERB
easat-1545	111	8	in	in	ADP
easat-1545	111	9	this	this	DET
easat-1545	111	10	analysis	analysis	NOUN
easat-1545	111	11	,	,	PUNCT
easat-1545	111	12	which	which	PRON
easat-1545	111	13	excludes	exclude	VERB
easat-1545	111	14	the	the	DET
easat-1545	111	15	healthy	healthy	ADJ
easat-1545	111	16	case	case	NOUN
easat-1545	111	17	:	:	PUNCT
easat-1545	111	18	•	•	NOUN
easat-1545	111	19	partial	partial	ADJ
easat-1545	111	20	shading	shading	NOUN
easat-1545	111	21	fault	fault	NOUN
easat-1545	111	22	(	(	PUNCT
easat-1545	111	23	ps	ps	NOUN
easat-1545	111	24	):	):	PUNCT
easat-1545	111	25	a	a	DET
easat-1545	111	26	module	module	NOUN
easat-1545	111	27	is	be	AUX
easat-1545	111	28	obscured	obscure	VERB
easat-1545	111	29	by	by	ADP
easat-1545	111	30	adjusting	adjust	VERB
easat-1545	111	31	the	the	DET
easat-1545	111	32	value	value	NOUN
easat-1545	111	33	of	of	ADP
easat-1545	111	34	the	the	DET
easat-1545	111	35	block	block	NOUN
easat-1545	111	36	gain	gain	NOUN
easat-1545	111	37	in	in	ADP
easat-1545	111	38	an	an	DET
easat-1545	111	39	interval	interval	NOUN
easat-1545	111	40	of	of	ADP
easat-1545	111	41	[	[	X
easat-1545	111	42	0	0	NUM
easat-1545	111	43	100	100	NUM
easat-1545	111	44	]	]	PUNCT
easat-1545	111	45	to	to	PART
easat-1545	111	46	control	control	VERB
easat-1545	111	47	the	the	DET
easat-1545	111	48	irradiation	irradiation	NOUN
easat-1545	111	49	of	of	ADP
easat-1545	111	50	the	the	DET
easat-1545	111	51	module	module	NOUN
easat-1545	111	52	.	.	PUNCT
easat-1545	112	1	the	the	DET
easat-1545	112	2	occultation	occultation	NOUN
easat-1545	112	3	rate	rate	NOUN
easat-1545	112	4	varies	vary	VERB
easat-1545	112	5	from	from	ADP
easat-1545	112	6	0	0	NUM
easat-1545	112	7	to	to	PART
easat-1545	112	8	100	100	NUM
easat-1545	112	9	%	%	NOUN
easat-1545	112	10	.	.	PUNCT
easat-1545	113	1	•	•	NUM
easat-1545	113	2	open	open	ADJ
easat-1545	113	3	circuit	circuit	NOUN
easat-1545	113	4	fault	fault	NOUN
easat-1545	113	5	:	:	PUNCT
easat-1545	113	6	a	a	DET
easat-1545	113	7	string	string	NOUN
easat-1545	113	8	is	be	AUX
easat-1545	113	9	in	in	ADP
easat-1545	113	10	open	open	ADJ
easat-1545	113	11	circuit	circuit	NOUN
easat-1545	113	12	if	if	SCONJ
easat-1545	113	13	it	it	PRON
easat-1545	113	14	is	be	AUX
easat-1545	113	15	connected	connect	VERB
easat-1545	113	16	in	in	ADP
easat-1545	113	17	series	series	NOUN
easat-1545	113	18	with	with	ADP
easat-1545	113	19	a	a	DET
easat-1545	113	20	resistor	resistor	NOUN
easat-1545	113	21	•	•	NOUN
easat-1545	113	22	shading	shade	VERB
easat-1545	113	23	fault	fault	NOUN
easat-1545	113	24	with	with	ADP
easat-1545	113	25	bypass	bypass	NOUN
easat-1545	113	26	diode	diode	NOUN
easat-1545	113	27	disconnected	disconnected	ADJ
easat-1545	113	28	:	:	PUNCT
easat-1545	113	29	module	module	NOUN
easat-1545	113	30	is	be	AUX
easat-1545	113	31	obscured	obscure	VERB
easat-1545	113	32	by	by	ADP
easat-1545	113	33	adjusting	adjust	VERB
easat-1545	113	34	the	the	DET
easat-1545	113	35	block	block	NOUN
easat-1545	113	36	gain	gain	NOUN
easat-1545	113	37	and	and	CCONJ
easat-1545	113	38	disconnecting	disconnect	VERB
easat-1545	113	39	the	the	DET
easat-1545	113	40	bypass	bypass	NOUN
easat-1545	113	41	diode	diode	NOUN
easat-1545	113	42	•	•	NUM
easat-1545	113	43	bypass	bypass	NOUN
easat-1545	113	44	diode	diode	NOUN
easat-1545	113	45	disconnected	disconnected	ADJ
easat-1545	113	46	plus	plus	CCONJ
easat-1545	113	47	open	open	ADJ
easat-1545	113	48	circuit	circuit	NOUN
easat-1545	113	49	,	,	PUNCT
easat-1545	113	50	the	the	DET
easat-1545	113	51	module	module	NOUN
easat-1545	113	52	is	be	AUX
easat-1545	113	53	blanked	blank	VERB
easat-1545	113	54	in	in	ADP
easat-1545	113	55	an	an	DET
easat-1545	113	56	interval	interval	NOUN
easat-1545	113	57	of	of	ADP
easat-1545	113	58	[	[	X
easat-1545	113	59	0	0	NUM
easat-1545	113	60	1	1	NUM
easat-1545	113	61	]	]	PUNCT
easat-1545	113	62	corresponding	correspond	VERB
easat-1545	113	63	to	to	ADP
easat-1545	113	64	a	a	DET
easat-1545	113	65	rate	rate	NOUN
easat-1545	113	66	of	of	ADP
easat-1545	113	67	0	0	NUM
easat-1545	113	68	to	to	PART
easat-1545	113	69	100	100	NUM
easat-1545	113	70	%	%	NOUN
easat-1545	113	71	,	,	PUNCT
easat-1545	113	72	with	with	ADP
easat-1545	113	73	the	the	DET
easat-1545	113	74	series	series	NOUN
easat-1545	113	75	connection	connection	NOUN
easat-1545	113	76	of	of	ADP
easat-1545	113	77	the	the	DET
easat-1545	113	78	roc	roc	PROPN
easat-1545	113	79	resistor	resistor	NOUN
easat-1545	113	80	on	on	ADP
easat-1545	113	81	the	the	DET
easat-1545	113	82	shaded	shaded	ADJ
easat-1545	113	83	string	string	NOUN
easat-1545	113	84	.	.	PUNCT
easat-1545	114	1	table	table	NOUN
easat-1545	114	2	2	2	NUM
easat-1545	114	3	.	.	PUNCT
easat-1545	114	4	represents	represent	VERB
easat-1545	114	5	the	the	DET
easat-1545	114	6	summary	summary	NOUN
easat-1545	114	7	of	of	ADP
easat-1545	114	8	the	the	DET
easat-1545	114	9	different	different	ADJ
easat-1545	114	10	selected	select	VERB
easat-1545	114	11	defects	defect	NOUN
easat-1545	114	12	.	.	PUNCT
easat-1545	115	1	table	table	NOUN
easat-1545	115	2	2	2	NUM
easat-1545	115	3	.	.	PUNCT
easat-1545	116	1	setting	set	VERB
easat-1545	116	2	parameters	parameter	NOUN
easat-1545	116	3	for	for	ADP
easat-1545	116	4	different	different	ADJ
easat-1545	116	5	faults	fault	NOUN
easat-1545	116	6	.	.	PUNCT
easat-1545	117	1	figure	figure	VERB
easat-1545	117	2	4	4	NUM
easat-1545	117	3	.	.	PUNCT
easat-1545	118	1	behavior	behavior	NOUN
easat-1545	118	2	of	of	ADP
easat-1545	118	3	a	a	DET
easat-1545	118	4	pv	pv	NOUN
easat-1545	118	5	generator	generator	NOUN
easat-1545	118	6	under	under	ADP
easat-1545	118	7	different	different	ADJ
easat-1545	118	8	configurations	configuration	NOUN
easat-1545	118	9	.	.	PUNCT
easat-1545	119	1	faulty	faulty	ADJ
easat-1545	119	2	condition	condition	NOUN
easat-1545	119	3	ps	ps	NOUN
easat-1545	119	4	degree	degree	NOUN
easat-1545	119	5	(	(	PUNCT
easat-1545	119	6	%	%	INTJ
easat-1545	119	7	)	)	PUNCT
easat-1545	119	8	𝑹𝑺𝑪(𝜴	𝑹𝑺𝑪(𝜴	NOUN
easat-1545	119	9	)	)	PUNCT
easat-1545	119	10	𝑹𝑶𝑪(𝜴	𝑹𝑶𝑪(𝜴	NOUN
easat-1545	119	11	)	)	PUNCT
easat-1545	119	12	𝑹𝒔(𝜴	𝑹𝒔(𝜴	NOUN
easat-1545	119	13	)	)	PUNCT
easat-1545	119	14	𝑹𝒔𝒉(𝜴	𝑹𝒔𝒉(𝜴	NOUN
easat-1545	119	15	)	)	PUNCT
easat-1545	119	16	nf	nf	NOUN
easat-1545	119	17	0	0	NUM
easat-1545	119	18	105	105	NUM
easat-1545	119	19	10−5	10−5	NUM
easat-1545	119	20	10−5	10−5	NUM
easat-1545	119	21	105	105	NUM
easat-1545	119	22	ps	ps	NOUN
easat-1545	119	23	1	1	NUM
easat-1545	119	24	module	module	NOUN
easat-1545	119	25	[	[	X
easat-1545	119	26	0	0	NUM
easat-1545	119	27	-	-	SYM
easat-1545	119	28	100	100	NUM
easat-1545	119	29	]	]	PUNCT
easat-1545	119	30	105	105	NUM
easat-1545	119	31	10−5	10−5	NUM
easat-1545	119	32	10−5	10−5	NUM
easat-1545	119	33	105	105	NUM
easat-1545	119	34	ocf	ocf	NOUN
easat-1545	119	35	1	1	NUM
easat-1545	119	36	string	string	NOUN
easat-1545	119	37	0	0	NUM
easat-1545	119	38	105	105	NUM
easat-1545	119	39	105	105	NUM
easat-1545	119	40	10−5	10−5	NUM
easat-1545	119	41	105	105	NUM
easat-1545	119	42	psbd	psbd	NOUN
easat-1545	119	43	1	1	NUM
easat-1545	119	44	module	module	NOUN
easat-1545	119	45	[	[	X
easat-1545	119	46	0	0	NUM
easat-1545	119	47	-	-	SYM
easat-1545	119	48	100	100	NUM
easat-1545	119	49	]	]	PUNCT
easat-1545	119	50	105	105	NUM
easat-1545	119	51	10−5	10−5	NUM
easat-1545	119	52	10−5	10−5	NUM
easat-1545	119	53	105	105	NUM
easat-1545	119	54	psbdoc	psbdoc	ADJ
easat-1545	119	55	1	1	NUM
easat-1545	119	56	module	module	NOUN
easat-1545	119	57	and	and	CCONJ
easat-1545	119	58	1	1	NUM
easat-1545	119	59	string	string	NOUN
easat-1545	120	1	[	[	X
easat-1545	120	2	0	0	NUM
easat-1545	120	3	-	-	SYM
easat-1545	120	4	100	100	NUM
easat-1545	120	5	]	]	PUNCT
easat-1545	120	6	105	105	NUM
easat-1545	120	7	105	105	NUM
easat-1545	120	8	10−5	10−5	NUM
easat-1545	120	9	105	105	NUM
easat-1545	120	10	1694	1694	NUM
easat-1545	120	11	edelweiss	edelweiss	PROPN
easat-1545	120	12	applied	apply	VERB
easat-1545	120	13	science	science	NOUN
easat-1545	120	14	and	and	CCONJ
easat-1545	120	15	technology	technology	NOUN
easat-1545	120	16	issn	issn	PROPN
easat-1545	120	17	:	:	PUNCT
easat-1545	120	18	2576	2576	NUM
easat-1545	120	19	-	-	SYM
easat-1545	120	20	8484	8484	NUM
easat-1545	120	21	vol	vol	NOUN
easat-1545	120	22	.	.	PROPN
easat-1545	120	23	8	8	NUM
easat-1545	120	24	,	,	PUNCT
easat-1545	120	25	no	no	INTJ
easat-1545	120	26	.	.	NOUN
easat-1545	120	27	4	4	NUM
easat-1545	120	28	:	:	SYM
easat-1545	120	29	1687	1687	NUM
easat-1545	120	30	-	-	SYM
easat-1545	120	31	1698	1698	NUM
easat-1545	120	32	,	,	PUNCT
easat-1545	120	33	2024	2024	NUM
easat-1545	120	34	doi	doi	NOUN
easat-1545	120	35	:	:	PUNCT
easat-1545	120	36	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	120	37	©	©	ADP
easat-1545	120	38	2024	2024	NUM
easat-1545	120	39	by	by	ADP
easat-1545	120	40	the	the	DET
easat-1545	120	41	authors	author	NOUN
easat-1545	120	42	;	;	PUNCT
easat-1545	120	43	licensee	licensee	PROPN
easat-1545	120	44	learning	learning	NOUN
easat-1545	120	45	gate	gate	NOUN
easat-1545	120	46	4	4	PROPN
easat-1545	120	47	.	.	NOUN
easat-1545	120	48	results	result	NOUN
easat-1545	120	49	and	and	CCONJ
easat-1545	120	50	discussion	discussion	NOUN
easat-1545	120	51	4.1	4.1	NUM
easat-1545	120	52	.	.	PUNCT
easat-1545	121	1	symptom	symptom	NOUN
easat-1545	121	2	analysis	analysis	NOUN
easat-1545	121	3	in	in	ADP
easat-1545	121	4	free	free	ADJ
easat-1545	121	5	fault	fault	NOUN
easat-1545	121	6	figure	figure	NOUN
easat-1545	121	7	2	2	NUM
easat-1545	121	8	illustrates	illustrate	VERB
easat-1545	121	9	that	that	SCONJ
easat-1545	121	10	the	the	DET
easat-1545	121	11	placement	placement	NOUN
easat-1545	121	12	of	of	ADP
easat-1545	121	13	the	the	DET
easat-1545	121	14	gpv	gpv	NOUN
easat-1545	121	15	in	in	ADP
easat-1545	121	16	series	series	NOUN
easat-1545	121	17	increases	increase	VERB
easat-1545	121	18	the	the	DET
easat-1545	121	19	open	open	ADJ
easat-1545	121	20	circuit	circuit	NOUN
easat-1545	121	21	voltage	voltage	NOUN
easat-1545	121	22	(	(	PUNCT
easat-1545	121	23	𝑉𝑜𝑐	𝑉𝑜𝑐	NOUN
easat-1545	121	24	)	)	PUNCT
easat-1545	121	25	,	,	PUNCT
easat-1545	121	26	while	while	SCONJ
easat-1545	121	27	its	its	PRON
easat-1545	121	28	placement	placement	NOUN
easat-1545	121	29	in	in	ADP
easat-1545	121	30	parallel	parallel	ADJ
easat-1545	121	31	increases	increase	NOUN
easat-1545	121	32	the	the	DET
easat-1545	121	33	value	value	NOUN
easat-1545	121	34	of	of	ADP
easat-1545	121	35	the	the	DET
easat-1545	121	36	short	short	ADJ
easat-1545	121	37	circuit	circuit	NOUN
easat-1545	121	38	current	current	ADJ
easat-1545	121	39	(	(	PUNCT
easat-1545	121	40	𝐼𝑠𝑐	𝐼𝑠𝑐	PROPN
easat-1545	121	41	)	)	PUNCT
easat-1545	121	42	,	,	PUNCT
easat-1545	121	43	regardless	regardless	ADV
easat-1545	121	44	of	of	ADP
easat-1545	121	45	the	the	DET
easat-1545	121	46	configuration	configuration	NOUN
easat-1545	121	47	of	of	ADP
easat-1545	121	48	the	the	DET
easat-1545	121	49	pv	pv	PROPN
easat-1545	121	50	generator	generator	NOUN
easat-1545	121	51	.	.	PUNCT
easat-1545	122	1	to	to	PART
easat-1545	122	2	illustrate	illustrate	VERB
easat-1545	122	3	,	,	PUNCT
easat-1545	122	4	in	in	ADP
easat-1545	122	5	the	the	DET
easat-1545	122	6	transition	transition	NOUN
easat-1545	122	7	from	from	ADP
easat-1545	122	8	the	the	DET
easat-1545	122	9	cell	cell	NOUN
easat-1545	122	10	to	to	ADP
easat-1545	122	11	the	the	DET
easat-1545	122	12	module	module	NOUN
easat-1545	122	13	(	(	PUNCT
easat-1545	122	14	figure	figure	NOUN
easat-1545	122	15	4a	4a	NUM
easat-1545	122	16	)	)	PUNCT
easat-1545	122	17	,	,	PUNCT
easat-1545	122	18	the	the	DET
easat-1545	122	19	module	module	NOUN
easat-1545	122	20	voltage	voltage	NOUN
easat-1545	122	21	is	be	AUX
easat-1545	122	22	36	36	NUM
easat-1545	122	23	times	time	NOUN
easat-1545	122	24	that	that	PRON
easat-1545	122	25	of	of	ADP
easat-1545	122	26	the	the	DET
easat-1545	122	27	cell	cell	NOUN
easat-1545	122	28	,	,	PUNCT
easat-1545	122	29	or	or	CCONJ
easat-1545	122	30	22.1	22.1	NUM
easat-1545	122	31	v	v	NOUN
easat-1545	122	32	,	,	PUNCT
easat-1545	122	33	corresponding	correspond	VERB
easat-1545	122	34	to	to	ADP
easat-1545	122	35	approximately	approximately	ADV
easat-1545	122	36	0.61	0.61	NUM
easat-1545	122	37	×	×	NOUN
easat-1545	122	38	36	36	NUM
easat-1545	122	39	.	.	PUNCT
easat-1545	123	1	a	a	DET
easat-1545	123	2	similar	similar	ADJ
easat-1545	123	3	phenomenon	phenomenon	NOUN
easat-1545	123	4	occurs	occur	VERB
easat-1545	123	5	at	at	ADP
easat-1545	123	6	the	the	DET
easat-1545	123	7	level	level	NOUN
easat-1545	123	8	of	of	ADP
easat-1545	123	9	.	.	PUNCT
easat-1545	124	1	figure	figure	NOUN
easat-1545	124	2	4b	4b	PROPN
easat-1545	124	3	illustrates	illustrate	VERB
easat-1545	124	4	a	a	DET
easat-1545	124	5	scenario	scenario	NOUN
easat-1545	124	6	where	where	SCONJ
easat-1545	124	7	the	the	DET
easat-1545	124	8	voltage	voltage	NOUN
easat-1545	124	9	of	of	ADP
easat-1545	124	10	the	the	DET
easat-1545	124	11	string	string	NOUN
easat-1545	124	12	is	be	AUX
easat-1545	124	13	equal	equal	ADJ
easat-1545	124	14	to	to	ADP
easat-1545	124	15	twice	twice	DET
easat-1545	124	16	that	that	PRON
easat-1545	124	17	of	of	ADP
easat-1545	124	18	the	the	DET
easat-1545	124	19	module	module	NOUN
easat-1545	124	20	,	,	PUNCT
easat-1545	124	21	or	or	CCONJ
easat-1545	124	22	44.2	44.2	NUM
easat-1545	124	23	v	v	NOUN
easat-1545	124	24	,	,	PUNCT
easat-1545	124	25	corresponding	correspond	VERB
easat-1545	124	26	to	to	ADP
easat-1545	124	27	approximately	approximately	ADV
easat-1545	124	28	22.1	22.1	NUM
easat-1545	124	29	×2	×2	PROPN
easat-1545	124	30	.	.	PUNCT
easat-1545	125	1	however	however	ADV
easat-1545	125	2	,	,	PUNCT
easat-1545	125	3	when	when	SCONJ
easat-1545	125	4	we	we	PRON
easat-1545	125	5	transition	transition	VERB
easat-1545	125	6	from	from	ADP
easat-1545	125	7	the	the	DET
easat-1545	125	8	string	string	NOUN
easat-1545	125	9	to	to	ADP
easat-1545	125	10	the	the	DET
easat-1545	125	11	pv	pv	NOUN
easat-1545	125	12	field	field	NOUN
easat-1545	125	13	(	(	PUNCT
easat-1545	125	14	figure	figure	NOUN
easat-1545	125	15	4c	4c	NOUN
easat-1545	125	16	)	)	PUNCT
easat-1545	125	17	,	,	PUNCT
easat-1545	125	18	the	the	DET
easat-1545	125	19	voltage	voltage	NOUN
easat-1545	125	20	and	and	CCONJ
easat-1545	125	21	current	current	ADJ
easat-1545	125	22	increase	increase	NOUN
easat-1545	125	23	due	due	ADP
easat-1545	125	24	to	to	ADP
easat-1545	125	25	the	the	DET
easat-1545	125	26	series	series	NOUN
easat-1545	125	27	-	-	PUNCT
easat-1545	125	28	parallel	parallel	ADJ
easat-1545	125	29	configuration	configuration	NOUN
easat-1545	125	30	of	of	ADP
easat-1545	125	31	the	the	DET
easat-1545	125	32	modules	module	NOUN
easat-1545	125	33	.	.	PUNCT
easat-1545	126	1	this	this	DET
easat-1545	126	2	increase	increase	NOUN
easat-1545	126	3	is	be	AUX
easat-1545	126	4	proportional	proportional	ADJ
easat-1545	126	5	to	to	ADP
easat-1545	126	6	the	the	DET
easat-1545	126	7	number	number	NOUN
easat-1545	126	8	of	of	ADP
easat-1545	126	9	modules	module	NOUN
easat-1545	126	10	in	in	ADP
easat-1545	126	11	a	a	DET
easat-1545	126	12	string	string	NOUN
easat-1545	126	13	and	and	CCONJ
easat-1545	126	14	the	the	DET
easat-1545	126	15	number	number	NOUN
easat-1545	126	16	of	of	ADP
easat-1545	126	17	parallel	parallel	ADJ
easat-1545	126	18	strings	string	NOUN
easat-1545	126	19	in	in	ADP
easat-1545	126	20	the	the	DET
easat-1545	126	21	pv	pv	NOUN
easat-1545	126	22	field	field	NOUN
easat-1545	126	23	.	.	PUNCT
easat-1545	127	1	figure	figure	NOUN
easat-1545	127	2	4c	4c	NOUN
easat-1545	127	3	illustrates	illustrate	VERB
easat-1545	127	4	a	a	DET
easat-1545	127	5	short	short	ADJ
easat-1545	127	6	-	-	PUNCT
easat-1545	127	7	circuit	circuit	NOUN
easat-1545	127	8	current	current	NOUN
easat-1545	127	9	of	of	ADP
easat-1545	127	10	5.86a	5.86a	NOUN
easat-1545	127	11	,	,	PUNCT
easat-1545	127	12	which	which	PRON
easat-1545	127	13	corresponds	correspond	VERB
easat-1545	127	14	to	to	ADP
easat-1545	127	15	2	2	NUM
easat-1545	127	16	×	×	NOUN
easat-1545	127	17	2.93a	2.93a	NUM
easat-1545	127	18	.	.	PUNCT
easat-1545	127	19	table	table	NOUN
easat-1545	127	20	2	2	NUM
easat-1545	127	21	.	.	PUNCT
easat-1545	127	22	impact	impact	NOUN
easat-1545	127	23	of	of	ADP
easat-1545	127	24	defects	defect	NOUN
easat-1545	127	25	on	on	ADP
easat-1545	127	26	characteristic	characteristic	ADJ
easat-1545	127	27	iv	iv	NUM
easat-1545	127	28	.	.	PUNCT
easat-1545	128	1	condition	condition	NOUN
easat-1545	128	2	impact	impact	NOUN
easat-1545	128	3	on	on	ADP
easat-1545	128	4	curve	curve	NOUN
easat-1545	128	5	iv	iv	NUM
easat-1545	128	6	symptoms	symptom	NOUN
easat-1545	128	7	nf	nf	VERB
easat-1545	128	8	none	none	NOUN
easat-1545	128	9	p.s	p.s	NOUN
easat-1545	128	10	.	.	PROPN
easat-1545	128	11	appearance	appearance	NOUN
easat-1545	128	12	of	of	ADP
easat-1545	128	13	an	an	DET
easat-1545	128	14	inflection	inflection	NOUN
easat-1545	128	15	point	point	NOUN
easat-1545	128	16	about	about	ADV
easat-1545	128	17	1/2	1/2	NUM
easat-1545	128	18	of	of	ADP
easat-1545	128	19	𝑉𝑜𝑐the	𝑉𝑜𝑐the	DET
easat-1545	128	20	healthy	healthy	ADJ
easat-1545	128	21	condition	condition	NOUN
easat-1545	128	22	as	as	SCONJ
easat-1545	128	23	there	there	PRON
easat-1545	128	24	are	be	VERB
easat-1545	128	25	two	two	NUM
easat-1545	128	26	modules	module	NOUN
easat-1545	128	27	in	in	ADP
easat-1545	128	28	a	a	DET
easat-1545	128	29	string	string	NOUN
easat-1545	128	30	with	with	SCONJ
easat-1545	128	31	one	one	NUM
easat-1545	128	32	module	module	NOUN
easat-1545	128	33	shaded	shade	VERB
easat-1545	128	34	.	.	PUNCT
easat-1545	129	1	the	the	DET
easat-1545	129	2	current	current	NOUN
easat-1545	129	3	at	at	ADP
easat-1545	129	4	the	the	DET
easat-1545	129	5	inflection	inflection	NOUN
easat-1545	129	6	point	point	NOUN
easat-1545	129	7	is	be	AUX
easat-1545	129	8	weaker	weak	ADJ
easat-1545	129	9	as	as	SCONJ
easat-1545	129	10	the	the	DET
easat-1545	129	11	degree	degree	NOUN
easat-1545	129	12	of	of	ADP
easat-1545	129	13	shading	shading	NOUN
easat-1545	129	14	is	be	AUX
easat-1545	129	15	greater	great	ADJ
easat-1545	129	16	.	.	PUNCT
easat-1545	130	1	𝑉𝑜𝑐(𝑃𝑆	𝑉𝑜𝑐(𝑃𝑆	ADJ
easat-1545	130	2	)	)	PUNCT
easat-1545	130	3	=	=	SYM
easat-1545	130	4	1	1	NUM
easat-1545	130	5	2	2	NUM
easat-1545	130	6	𝑉𝑜𝑐(𝑁𝐹	𝑉𝑜𝑐(𝑁𝐹	NOUN
easat-1545	130	7	)	)	PUNCT
easat-1545	130	8	1695	1695	NUM
easat-1545	130	9	edelweiss	edelweiss	PROPN
easat-1545	130	10	applied	apply	VERB
easat-1545	130	11	science	science	NOUN
easat-1545	130	12	and	and	CCONJ
easat-1545	130	13	technology	technology	NOUN
easat-1545	130	14	issn	issn	PROPN
easat-1545	130	15	:	:	PUNCT
easat-1545	130	16	2576	2576	NUM
easat-1545	130	17	-	-	SYM
easat-1545	130	18	8484	8484	NUM
easat-1545	130	19	vol	vol	NOUN
easat-1545	130	20	.	.	PROPN
easat-1545	130	21	8	8	NUM
easat-1545	130	22	,	,	PUNCT
easat-1545	130	23	no	no	INTJ
easat-1545	130	24	.	.	NOUN
easat-1545	130	25	4	4	NUM
easat-1545	130	26	:	:	SYM
easat-1545	130	27	1687	1687	NUM
easat-1545	130	28	-	-	SYM
easat-1545	130	29	1698	1698	NUM
easat-1545	130	30	,	,	PUNCT
easat-1545	130	31	2024	2024	NUM
easat-1545	130	32	doi	doi	NOUN
easat-1545	130	33	:	:	PUNCT
easat-1545	130	34	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	130	35	©	©	ADP
easat-1545	130	36	2024	2024	NUM
easat-1545	130	37	by	by	ADP
easat-1545	130	38	the	the	DET
easat-1545	130	39	authors	author	NOUN
easat-1545	130	40	;	;	PUNCT
easat-1545	130	41	licensee	licensee	PROPN
easat-1545	130	42	learning	learning	NOUN
easat-1545	130	43	gate	gate	VERB
easat-1545	130	44	ocf	ocf	PROPN
easat-1545	130	45	the	the	DET
easat-1545	130	46	current	current	ADJ
easat-1545	130	47	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	130	48	the	the	DET
easat-1545	130	49	presence	presence	NOUN
easat-1545	130	50	of	of	ADP
easat-1545	130	51	the	the	DET
easat-1545	130	52	open	open	ADJ
easat-1545	130	53	circuit	circuit	NOUN
easat-1545	130	54	fault	fault	NOUN
easat-1545	130	55	decreases	decrease	VERB
easat-1545	130	56	by	by	ADP
easat-1545	130	57	½	½	NOUN
easat-1545	130	58	of	of	ADP
easat-1545	130	59	that	that	DET
easat-1545	130	60	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	130	61	healthy	healthy	ADJ
easat-1545	130	62	condition	condition	NOUN
easat-1545	130	63	𝐼𝑠𝑐(𝑂𝐶𝐹	𝐼𝑠𝑐(𝑂𝐶𝐹	NOUN
easat-1545	130	64	)	)	PUNCT
easat-1545	130	65	=	=	SYM
easat-1545	130	66	1	1	NUM
easat-1545	130	67	2	2	NUM
easat-1545	130	68	𝐼𝑠𝑐(𝑁𝐹	𝐼𝑠𝑐(𝑁𝐹	NOUN
easat-1545	130	69	)	)	PUNCT
easat-1545	130	70	during	during	ADP
easat-1545	130	71	this	this	DET
easat-1545	130	72	time	time	NOUN
easat-1545	130	73	,	,	PUNCT
easat-1545	130	74	the	the	DET
easat-1545	130	75	open	open	ADJ
easat-1545	130	76	circuit	circuit	NOUN
easat-1545	130	77	voltage	voltage	NOUN
easat-1545	130	78	remains	remain	VERB
easat-1545	130	79	unchanged	unchanged	ADJ
easat-1545	130	80	.	.	PUNCT
easat-1545	131	1	psbd	psbd	NOUN
easat-1545	131	2	the	the	DET
easat-1545	131	3	current	current	ADJ
easat-1545	131	4	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	131	5	the	the	DET
easat-1545	131	6	presence	presence	NOUN
easat-1545	131	7	of	of	ADP
easat-1545	131	8	the	the	DET
easat-1545	131	9	partial	partial	ADJ
easat-1545	131	10	shading	shade	VERB
easat-1545	131	11	fault	fault	NOUN
easat-1545	131	12	with	with	ADP
easat-1545	131	13	bypass	bypass	NOUN
easat-1545	131	14	diode	diode	NOUN
easat-1545	132	1	disconnected	disconnect	VERB
easat-1545	132	2	decreases	decrease	NOUN
easat-1545	132	3	by	by	ADP
easat-1545	132	4	2/3	2/3	NUM
easat-1545	132	5	of	of	ADP
easat-1545	132	6	that	that	DET
easat-1545	132	7	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	132	8	healthy	healthy	ADJ
easat-1545	132	9	condition	condition	NOUN
easat-1545	132	10	𝐼𝑠𝑐(𝑃𝑆𝐵𝐷	𝐼𝑠𝑐(𝑃𝑆𝐵𝐷	NOUN
easat-1545	132	11	)	)	PUNCT
easat-1545	132	12	=	=	SYM
easat-1545	132	13	2	2	NUM
easat-1545	132	14	3	3	NUM
easat-1545	132	15	𝐼𝑠𝑐(𝑁𝐹	𝐼𝑠𝑐(𝑁𝐹	NOUN
easat-1545	132	16	)	)	PUNCT
easat-1545	132	17	the	the	DET
easat-1545	132	18	open	open	ADJ
easat-1545	132	19	circuit	circuit	NOUN
easat-1545	132	20	voltage	voltage	NOUN
easat-1545	132	21	remains	remain	VERB
easat-1545	132	22	unchanged	unchanged	ADJ
easat-1545	132	23	during	during	ADP
easat-1545	132	24	this	this	DET
easat-1545	132	25	period	period	NOUN
easat-1545	132	26	psbdoc	psbdoc	ADV
easat-1545	132	27	the	the	DET
easat-1545	132	28	current	current	ADJ
easat-1545	132	29	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	132	30	the	the	DET
easat-1545	132	31	presence	presence	NOUN
easat-1545	132	32	of	of	ADP
easat-1545	132	33	the	the	DET
easat-1545	132	34	partial	partial	ADJ
easat-1545	132	35	shading	shade	VERB
easat-1545	132	36	fault	fault	NOUN
easat-1545	132	37	with	with	ADP
easat-1545	132	38	bypass	bypass	NOUN
easat-1545	132	39	diode	diode	NOUN
easat-1545	132	40	disconnected	disconnected	ADJ
easat-1545	132	41	and	and	CCONJ
easat-1545	132	42	open	open	ADJ
easat-1545	132	43	circuit	circuit	NOUN
easat-1545	132	44	decreases	decrease	NOUN
easat-1545	132	45	by	by	ADP
easat-1545	132	46	1/2	1/2	NUM
easat-1545	132	47	of	of	ADP
easat-1545	132	48	that	that	DET
easat-1545	132	49	𝐼𝑠𝑐in	𝐼𝑠𝑐in	PROPN
easat-1545	132	50	healthy	healthy	ADJ
easat-1545	132	51	condition	condition	NOUN
easat-1545	132	52	𝐼𝑠𝑐(𝑃𝑆𝐵𝐷𝑂𝐶	𝐼𝑠𝑐(𝑃𝑆𝐵𝐷𝑂𝐶	X
easat-1545	132	53	)	)	PUNCT
easat-1545	132	54	=	=	SYM
easat-1545	132	55	1	1	NUM
easat-1545	132	56	2	2	NUM
easat-1545	132	57	𝐼𝑠𝑐(𝑁𝐹	𝐼𝑠𝑐(𝑁𝐹	NOUN
easat-1545	132	58	)	)	PUNCT
easat-1545	132	59	the	the	DET
easat-1545	132	60	open	open	ADJ
easat-1545	132	61	circuit	circuit	NOUN
easat-1545	132	62	voltage	voltage	NOUN
easat-1545	132	63	in	in	ADP
easat-1545	132	64	this	this	DET
easat-1545	132	65	case	case	NOUN
easat-1545	132	66	is	be	AUX
easat-1545	132	67	zero	zero	NUM
easat-1545	132	68	(	(	PUNCT
easat-1545	132	69	𝑉𝑜𝑐(𝑃𝑆𝐵𝐷𝑂𝐶	𝑉𝑜𝑐(𝑃𝑆𝐵𝐷𝑂𝐶	X
easat-1545	132	70	)	)	PUNCT
easat-1545	132	71	=	=	SYM
easat-1545	132	72	0	0	NUM
easat-1545	132	73	𝑉	𝑉	PROPN
easat-1545	132	74	)	)	PUNCT
easat-1545	132	75	4.2	4.2	NUM
easat-1545	132	76	.	.	PUNCT
easat-1545	133	1	symptom	symptom	NOUN
easat-1545	133	2	analysis	analysis	NOUN
easat-1545	133	3	in	in	ADP
easat-1545	133	4	faulty	faulty	ADJ
easat-1545	133	5	condition	condition	NOUN
easat-1545	133	6	however	however	ADV
easat-1545	133	7	,	,	PUNCT
easat-1545	133	8	in	in	ADP
easat-1545	133	9	the	the	DET
easat-1545	133	10	case	case	NOUN
easat-1545	133	11	where	where	SCONJ
easat-1545	133	12	the	the	DET
easat-1545	133	13	pv	pv	NOUN
easat-1545	133	14	generator	generator	NOUN
easat-1545	133	15	is	be	AUX
easat-1545	133	16	composed	compose	VERB
easat-1545	133	17	of	of	ADP
easat-1545	133	18	two	two	NUM
easat-1545	133	19	modules	module	NOUN
easat-1545	133	20	mounted	mount	VERB
easat-1545	133	21	in	in	ADP
easat-1545	133	22	parallel	parallel	NOUN
easat-1545	133	23	,	,	PUNCT
easat-1545	133	24	this	this	DET
easat-1545	133	25	voltage	voltage	NOUN
easat-1545	133	26	is	be	AUX
easat-1545	133	27	no	no	ADV
easat-1545	133	28	longer	long	ADJ
easat-1545	133	29	zero	zero	NUM
easat-1545	133	30	,	,	PUNCT
easat-1545	133	31	the	the	DET
easat-1545	133	32	fault	fault	NOUN
easat-1545	133	33	becomes	become	VERB
easat-1545	133	34	similar	similar	ADJ
easat-1545	133	35	to	to	ADP
easat-1545	133	36	the	the	DET
easat-1545	133	37	open	open	ADJ
easat-1545	133	38	circuit	circuit	NOUN
easat-1545	133	39	fault	fault	NOUN
easat-1545	133	40	[	[	X
easat-1545	133	41	22	22	NUM
easat-1545	133	42	]	]	PUNCT
easat-1545	133	43	.	.	PUNCT
easat-1545	134	1	the	the	DET
easat-1545	134	2	figure	figure	NOUN
easat-1545	134	3	5	5	NUM
easat-1545	134	4	illustrates	illustrate	VERB
easat-1545	134	5	the	the	DET
easat-1545	134	6	similarity	similarity	NOUN
easat-1545	134	7	between	between	ADP
easat-1545	134	8	the	the	DET
easat-1545	134	9	two	two	NUM
easat-1545	134	10	fault	fault	NOUN
easat-1545	134	11	cases	case	NOUN
easat-1545	134	12	with	with	ADP
easat-1545	134	13	two	two	NUM
easat-1545	134	14	modules	module	NOUN
easat-1545	134	15	connected	connect	VERB
easat-1545	134	16	in	in	ADP
easat-1545	134	17	parallel	parallel	ADJ
easat-1545	134	18	1696	1696	NUM
easat-1545	134	19	edelweiss	edelweiss	PROPN
easat-1545	134	20	applied	apply	VERB
easat-1545	134	21	science	science	NOUN
easat-1545	134	22	and	and	CCONJ
easat-1545	134	23	technology	technology	NOUN
easat-1545	134	24	issn	issn	PROPN
easat-1545	134	25	:	:	PUNCT
easat-1545	134	26	2576	2576	NUM
easat-1545	134	27	-	-	SYM
easat-1545	134	28	8484	8484	NUM
easat-1545	134	29	vol	vol	NOUN
easat-1545	134	30	.	.	PROPN
easat-1545	134	31	8	8	NUM
easat-1545	134	32	,	,	PUNCT
easat-1545	134	33	no	no	INTJ
easat-1545	134	34	.	.	NOUN
easat-1545	135	1	4	4	NUM
easat-1545	135	2	:	:	SYM
easat-1545	135	3	1687	1687	NUM
easat-1545	135	4	-	-	SYM
easat-1545	135	5	1698	1698	NUM
easat-1545	135	6	,	,	PUNCT
easat-1545	135	7	2024	2024	NUM
easat-1545	135	8	doi	doi	NOUN
easat-1545	135	9	:	:	PUNCT
easat-1545	135	10	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	135	11	©	©	ADP
easat-1545	135	12	2024	2024	NUM
easat-1545	135	13	by	by	ADP
easat-1545	135	14	the	the	DET
easat-1545	135	15	authors	author	NOUN
easat-1545	135	16	;	;	PUNCT
easat-1545	136	1	licensee	licensee	PROPN
easat-1545	136	2	learning	learn	VERB
easat-1545	136	3	gate	gate	PROPN
easat-1545	136	4	figure	figure	NOUN
easat-1545	136	5	5	5	NUM
easat-1545	136	6	.	.	PUNCT
easat-1545	137	1	(	(	PUNCT
easat-1545	137	2	a)two	a)two	ADJ
easat-1545	137	3	modules	module	NOUN
easat-1545	137	4	in	in	ADP
easat-1545	137	5	parallel	parallel	NOUN
easat-1545	137	6	,	,	PUNCT
easat-1545	137	7	(	(	PUNCT
easat-1545	137	8	b	b	X
easat-1545	137	9	)	)	PUNCT
easat-1545	137	10	four	four	NUM
easat-1545	137	11	modules	module	NOUN
easat-1545	137	12	2stringsx2modules	2stringsx2modules	NUM
easat-1545	137	13	.	.	PUNCT
easat-1545	138	1	as	as	SCONJ
easat-1545	138	2	mentioned	mention	VERB
easat-1545	138	3	in	in	ADP
easat-1545	138	4	the	the	DET
easat-1545	138	5	work	work	NOUN
easat-1545	138	6	of	of	ADP
easat-1545	138	7	toche	toche	PROPN
easat-1545	138	8	et	et	PROPN
easat-1545	138	9	al	al	PROPN
easat-1545	138	10	.	.	PUNCT
easat-1545	139	1	[	[	X
easat-1545	139	2	22	22	NUM
easat-1545	139	3	]	]	PUNCT
easat-1545	139	4	,	,	PUNCT
easat-1545	139	5	in	in	ADP
easat-1545	139	6	a	a	DET
easat-1545	139	7	system	system	NOUN
easat-1545	139	8	comprising	comprise	VERB
easat-1545	139	9	two	two	NUM
easat-1545	139	10	modules	module	NOUN
easat-1545	139	11	operating	operate	VERB
easat-1545	139	12	in	in	ADP
easat-1545	139	13	parallel	parallel	NOUN
easat-1545	139	14	,	,	PUNCT
easat-1545	139	15	the	the	DET
easat-1545	139	16	open	open	ADJ
easat-1545	139	17	circuit	circuit	NOUN
easat-1545	139	18	fault	fault	NOUN
easat-1545	139	19	and	and	CCONJ
easat-1545	139	20	the	the	DET
easat-1545	139	21	twin	twin	ADJ
easat-1545	139	22	fault	fault	NOUN
easat-1545	139	23	manifest	manifest	VERB
easat-1545	139	24	similar	similar	ADJ
easat-1545	139	25	symptoms	symptom	NOUN
easat-1545	139	26	on	on	ADP
easat-1545	139	27	curve	curve	NOUN
easat-1545	139	28	iv	iv	NUM
easat-1545	139	29	.	.	PUNCT
easat-1545	140	1	indeed	indeed	ADV
easat-1545	140	2	,	,	PUNCT
easat-1545	140	3	a	a	DET
easat-1545	140	4	reduction	reduction	NOUN
easat-1545	140	5	in	in	ADP
easat-1545	140	6	the	the	DET
easat-1545	140	7	short	short	ADJ
easat-1545	140	8	-	-	PUNCT
easat-1545	140	9	circuit	circuit	NOUN
easat-1545	140	10	current	current	NOUN
easat-1545	140	11	is	be	AUX
easat-1545	140	12	observed	observe	VERB
easat-1545	140	13	,	,	PUNCT
easat-1545	140	14	despite	despite	SCONJ
easat-1545	140	15	a	a	DET
easat-1545	140	16	constant	constant	ADJ
easat-1545	140	17	open	open	ADJ
easat-1545	140	18	circuit	circuit	NOUN
easat-1545	140	19	voltage	voltage	NOUN
easat-1545	140	20	.	.	PUNCT
easat-1545	141	1	moreover	moreover	ADV
easat-1545	141	2	,	,	PUNCT
easat-1545	141	3	in	in	ADP
easat-1545	141	4	this	this	DET
easat-1545	141	5	identical	identical	ADJ
easat-1545	141	6	configuration	configuration	NOUN
easat-1545	141	7	,	,	PUNCT
easat-1545	141	8	the	the	DET
easat-1545	141	9	partial	partial	ADJ
easat-1545	141	10	shading	shading	NOUN
easat-1545	141	11	fault	fault	NOUN
easat-1545	141	12	(	(	PUNCT
easat-1545	141	13	ps	ps	NOUN
easat-1545	141	14	)	)	PUNCT
easat-1545	141	15	and	and	CCONJ
easat-1545	141	16	the	the	DET
easat-1545	141	17	partial	partial	ADJ
easat-1545	141	18	shading	shade	VERB
easat-1545	141	19	fault	fault	NOUN
easat-1545	141	20	with	with	ADP
easat-1545	141	21	bypass	bypass	NOUN
easat-1545	141	22	diode	diode	NOUN
easat-1545	141	23	disconnected	disconnected	ADJ
easat-1545	141	24	(	(	PUNCT
easat-1545	141	25	psbd	psbd	NOUN
easat-1545	141	26	)	)	PUNCT
easat-1545	141	27	also	also	ADV
easat-1545	141	28	manifest	manifest	VERB
easat-1545	141	29	with	with	ADP
easat-1545	141	30	identical	identical	ADJ
easat-1545	141	31	symptoms	symptom	NOUN
easat-1545	141	32	.	.	PUNCT
easat-1545	142	1	a	a	DET
easat-1545	142	2	distinction	distinction	NOUN
easat-1545	142	3	between	between	ADP
easat-1545	142	4	these	these	DET
easat-1545	142	5	faults	fault	NOUN
easat-1545	142	6	becomes	become	VERB
easat-1545	142	7	apparent	apparent	ADJ
easat-1545	142	8	when	when	SCONJ
easat-1545	142	9	the	the	DET
easat-1545	142	10	number	number	NOUN
easat-1545	142	11	of	of	ADP
easat-1545	142	12	modules	module	NOUN
easat-1545	142	13	in	in	ADP
easat-1545	142	14	the	the	DET
easat-1545	142	15	string	string	NOUN
easat-1545	142	16	is	be	AUX
easat-1545	142	17	increased	increase	VERB
easat-1545	142	18	.	.	PUNCT
easat-1545	143	1	to	to	PART
easat-1545	143	2	illustrate	illustrate	VERB
easat-1545	143	3	,	,	PUNCT
easat-1545	143	4	in	in	ADP
easat-1545	143	5	our	our	PRON
easat-1545	143	6	configuration	configuration	NOUN
easat-1545	143	7	(	(	PUNCT
easat-1545	143	8	figure	figure	NOUN
easat-1545	143	9	5b	5b	NUM
easat-1545	143	10	)	)	PUNCT
easat-1545	143	11	,	,	PUNCT
easat-1545	143	12	the	the	DET
easat-1545	143	13	ocf	ocf	NOUN
easat-1545	143	14	and	and	CCONJ
easat-1545	143	15	psbdoc	psbdoc	ADJ
easat-1545	143	16	faults	fault	NOUN
easat-1545	143	17	exhibit	exhibit	VERB
easat-1545	143	18	identical	identical	ADJ
easat-1545	143	19	short	short	ADJ
easat-1545	143	20	-	-	PUNCT
easat-1545	143	21	circuit	circuit	NOUN
easat-1545	143	22	current	current	ADJ
easat-1545	143	23	values	value	NOUN
easat-1545	143	24	but	but	CCONJ
easat-1545	143	25	distinct	distinct	ADJ
easat-1545	143	26	open	open	ADJ
easat-1545	143	27	-	-	PUNCT
easat-1545	143	28	circuit	circuit	NOUN
easat-1545	143	29	voltages	voltage	NOUN
easat-1545	143	30	.	.	PUNCT
easat-1545	144	1	in	in	ADP
easat-1545	144	2	contrast	contrast	NOUN
easat-1545	144	3	to	to	ADP
easat-1545	144	4	the	the	DET
easat-1545	144	5	open	open	ADJ
easat-1545	144	6	circuit	circuit	NOUN
easat-1545	144	7	voltage	voltage	NOUN
easat-1545	144	8	of	of	ADP
easat-1545	144	9	the	the	DET
easat-1545	144	10	ocf	ocf	PROPN
easat-1545	144	11	fault	fault	NOUN
easat-1545	144	12	,	,	PUNCT
easat-1545	144	13	which	which	PRON
easat-1545	144	14	remains	remain	VERB
easat-1545	144	15	constant	constant	ADJ
easat-1545	144	16	,	,	PUNCT
easat-1545	144	17	the	the	DET
easat-1545	144	18	open	open	ADJ
easat-1545	144	19	circuit	circuit	NOUN
easat-1545	144	20	voltage	voltage	NOUN
easat-1545	144	21	of	of	ADP
easat-1545	144	22	the	the	DET
easat-1545	144	23	psbdoc	psbdoc	ADJ
easat-1545	144	24	fault	fault	NOUN
easat-1545	144	25	is	be	AUX
easat-1545	144	26	zero	zero	NUM
easat-1545	144	27	.	.	PUNCT
easat-1545	145	1	a	a	DET
easat-1545	145	2	similar	similar	ADJ
easat-1545	145	3	observation	observation	NOUN
easat-1545	145	4	is	be	AUX
easat-1545	145	5	made	make	VERB
easat-1545	145	6	at	at	ADP
easat-1545	145	7	the	the	DET
easat-1545	145	8	level	level	NOUN
easat-1545	145	9	of	of	ADP
easat-1545	145	10	the	the	DET
easat-1545	145	11	partial	partial	ADJ
easat-1545	145	12	shading	shading	NOUN
easat-1545	145	13	fault	fault	NOUN
easat-1545	145	14	and	and	CCONJ
easat-1545	145	15	the	the	DET
easat-1545	145	16	disconnected	disconnected	ADJ
easat-1545	145	17	bypass	bypass	NOUN
easat-1545	145	18	diode	diode	NOUN
easat-1545	145	19	,	,	PUNCT
easat-1545	145	20	where	where	SCONJ
easat-1545	145	21	an	an	DET
easat-1545	145	22	inflection	inflection	NOUN
easat-1545	145	23	point	point	NOUN
easat-1545	145	24	is	be	AUX
easat-1545	145	25	noted	note	VERB
easat-1545	145	26	in	in	ADP
easat-1545	145	27	relation	relation	NOUN
easat-1545	145	28	to	to	ADP
easat-1545	145	29	the	the	DET
easat-1545	145	30	reduction	reduction	NOUN
easat-1545	145	31	in	in	ADP
easat-1545	145	32	the	the	DET
easat-1545	145	33	short	short	ADJ
easat-1545	145	34	-	-	PUNCT
easat-1545	145	35	circuit	circuit	NOUN
easat-1545	145	36	current	current	NOUN
easat-1545	145	37	and	and	CCONJ
easat-1545	145	38	the	the	DET
easat-1545	145	39	open	open	ADJ
easat-1545	145	40	circuit	circuit	NOUN
easat-1545	145	41	voltage	voltage	NOUN
easat-1545	145	42	.	.	PUNCT
easat-1545	146	1	in	in	ADP
easat-1545	146	2	contrast	contrast	NOUN
easat-1545	146	3	,	,	PUNCT
easat-1545	146	4	the	the	DET
easat-1545	146	5	open	open	ADJ
easat-1545	146	6	circuit	circuit	NOUN
easat-1545	146	7	voltage	voltage	NOUN
easat-1545	146	8	remains	remain	VERB
easat-1545	146	9	constant	constant	ADJ
easat-1545	146	10	in	in	ADP
easat-1545	146	11	an	an	DET
easat-1545	146	12	open	open	ADJ
easat-1545	146	13	circuit	circuit	NOUN
easat-1545	146	14	fault	fault	NOUN
easat-1545	146	15	situation	situation	NOUN
easat-1545	146	16	(	(	PUNCT
easat-1545	146	17	figure	figure	NOUN
easat-1545	146	18	5a	5a	NUM
easat-1545	146	19	)	)	PUNCT
easat-1545	146	20	.	.	PUNCT
easat-1545	147	1	5	5	X
easat-1545	147	2	.	.	X
easat-1545	147	3	conclusion	conclusion	NOUN
easat-1545	147	4	the	the	DET
easat-1545	147	5	present	present	ADJ
easat-1545	147	6	paper	paper	NOUN
easat-1545	147	7	describes	describe	VERB
easat-1545	147	8	the	the	DET
easat-1545	147	9	simulation	simulation	NOUN
easat-1545	147	10	of	of	ADP
easat-1545	147	11	a	a	DET
easat-1545	147	12	photovoltaic	photovoltaic	NOUN
easat-1545	147	13	(	(	PUNCT
easat-1545	147	14	pv	pv	NOUN
easat-1545	147	15	)	)	PUNCT
easat-1545	147	16	system	system	NOUN
easat-1545	147	17	comprising	comprise	VERB
easat-1545	147	18	four	four	NUM
easat-1545	147	19	pv	pv	NOUN
easat-1545	147	20	modules	module	NOUN
easat-1545	147	21	in	in	ADP
easat-1545	147	22	the	the	DET
easat-1545	147	23	matlab	matlab	PROPN
easat-1545	147	24	/	/	SYM
easat-1545	147	25	simulink	simulink	PROPN
easat-1545	147	26	environment	environment	NOUN
easat-1545	147	27	.	.	PUNCT
easat-1545	148	1	four	four	NUM
easat-1545	148	2	additional	additional	ADJ
easat-1545	148	3	fault	fault	NOUN
easat-1545	148	4	cases	case	NOUN
easat-1545	148	5	were	be	AUX
easat-1545	148	6	simulated	simulate	VERB
easat-1545	148	7	outside	outside	ADP
easat-1545	148	8	the	the	DET
easat-1545	148	9	normal	normal	ADJ
easat-1545	148	10	case	case	NOUN
easat-1545	148	11	,	,	PUNCT
easat-1545	148	12	namely	namely	ADV
easat-1545	148	13	partial	partial	ADJ
easat-1545	148	14	shading	shading	NOUN
easat-1545	148	15	faults	fault	NOUN
easat-1545	148	16	,	,	PUNCT
easat-1545	148	17	open	open	ADJ
easat-1545	148	18	circuit	circuit	NOUN
easat-1545	148	19	,	,	PUNCT
easat-1545	148	20	disconnected	disconnected	ADJ
easat-1545	148	21	bypass	bypass	NOUN
easat-1545	148	22	diode	diode	NOUN
easat-1545	148	23	and	and	CCONJ
easat-1545	148	24	twin	twin	ADJ
easat-1545	148	25	faults	fault	NOUN
easat-1545	148	26	.	.	PUNCT
easat-1545	149	1	a	a	DET
easat-1545	149	2	comprehensive	comprehensive	ADJ
easat-1545	149	3	examination	examination	NOUN
easat-1545	149	4	was	be	AUX
easat-1545	149	5	conducted	conduct	VERB
easat-1545	149	6	to	to	PART
easat-1545	149	7	ascertain	ascertain	VERB
easat-1545	149	8	the	the	DET
easat-1545	149	9	influence	influence	NOUN
easat-1545	149	10	of	of	ADP
easat-1545	149	11	the	the	DET
easat-1545	149	12	various	various	ADJ
easat-1545	149	13	defects	defect	NOUN
easat-1545	149	14	on	on	ADP
easat-1545	149	15	the	the	DET
easat-1545	149	16	iv	iv	NUM
easat-1545	149	17	curve	curve	NOUN
easat-1545	149	18	.	.	PUNCT
easat-1545	150	1	a	a	DET
easat-1545	150	2	comparative	comparative	ADJ
easat-1545	150	3	analysis	analysis	NOUN
easat-1545	150	4	of	of	ADP
easat-1545	150	5	the	the	DET
easat-1545	150	6	proposed	propose	VERB
easat-1545	150	7	configuration	configuration	NOUN
easat-1545	150	8	with	with	ADP
easat-1545	150	9	the	the	DET
easat-1545	150	10	configuration	configuration	NOUN
easat-1545	150	11	of	of	ADP
easat-1545	150	12	two	two	NUM
easat-1545	150	13	modules	module	NOUN
easat-1545	150	14	mounted	mount	VERB
easat-1545	150	15	in	in	ADP
easat-1545	150	16	parallel	parallel	NOUN
easat-1545	150	17	revealed	reveal	VERB
easat-1545	150	18	that	that	SCONJ
easat-1545	150	19	the	the	DET
easat-1545	150	20	twin	twin	ADJ
easat-1545	150	21	fault	fault	NOUN
easat-1545	150	22	and	and	CCONJ
easat-1545	150	23	the	the	DET
easat-1545	150	24	open	open	ADJ
easat-1545	150	25	circuit	circuit	NOUN
easat-1545	150	26	fault	fault	NOUN
easat-1545	150	27	are	be	AUX
easat-1545	150	28	similar	similar	ADJ
easat-1545	150	29	only	only	ADV
easat-1545	150	30	in	in	ADP
easat-1545	150	31	the	the	DET
easat-1545	150	32	configuration	configuration	NOUN
easat-1545	150	33	of	of	ADP
easat-1545	150	34	two	two	NUM
easat-1545	150	35	pv	pv	NOUN
easat-1545	150	36	modules	module	NOUN
easat-1545	150	37	.	.	PUNCT
easat-1545	151	1	furthermore	furthermore	ADV
easat-1545	151	2	,	,	PUNCT
easat-1545	151	3	in	in	ADP
easat-1545	151	4	the	the	DET
easat-1545	151	5	proposed	propose	VERB
easat-1545	151	6	configuration	configuration	NOUN
easat-1545	151	7	,	,	PUNCT
easat-1545	151	8	an	an	DET
easat-1545	151	9	open	open	ADJ
easat-1545	151	10	circuit	circuit	NOUN
easat-1545	151	11	fault	fault	NOUN
easat-1545	151	12	results	result	NOUN
easat-1545	151	13	in	in	ADP
easat-1545	151	14	a	a	DET
easat-1545	151	15	reduction	reduction	NOUN
easat-1545	151	16	in	in	ADP
easat-1545	151	17	the	the	DET
easat-1545	151	18	short	short	ADJ
easat-1545	151	19	circuit	circuit	NOUN
easat-1545	151	20	current	current	ADJ
easat-1545	151	21	with	with	ADP
easat-1545	151	22	a	a	DET
easat-1545	151	23	constant	constant	ADJ
easat-1545	151	24	open	open	ADJ
easat-1545	151	25	circuit	circuit	NOUN
easat-1545	151	26	voltage	voltage	NOUN
easat-1545	151	27	.	.	PUNCT
easat-1545	152	1	in	in	ADP
easat-1545	152	2	contrast	contrast	NOUN
easat-1545	152	3	,	,	PUNCT
easat-1545	152	4	this	this	DET
easat-1545	152	5	open	open	ADJ
easat-1545	152	6	circuit	circuit	NOUN
easat-1545	152	7	voltage	voltage	NOUN
easat-1545	152	8	is	be	AUX
easat-1545	152	9	cancelled	cancel	VERB
easat-1545	152	10	in	in	ADP
easat-1545	152	11	the	the	DET
easat-1545	152	12	presence	presence	NOUN
easat-1545	152	13	of	of	ADP
easat-1545	152	14	a	a	DET
easat-1545	152	15	twin	twin	ADJ
easat-1545	152	16	fault	fault	NOUN
easat-1545	152	17	(	(	PUNCT
easat-1545	152	18	psbdoc	psbdoc	NOUN
easat-1545	152	19	)	)	PUNCT
easat-1545	152	20	.	.	PUNCT
easat-1545	153	1	nevertheless	nevertheless	ADV
easat-1545	153	2	,	,	PUNCT
easat-1545	153	3	future	future	ADJ
easat-1545	153	4	work	work	NOUN
easat-1545	153	5	should	should	AUX
easat-1545	153	6	integrate	integrate	VERB
easat-1545	153	7	an	an	DET
easat-1545	153	8	mppt	mppt	NOUN
easat-1545	153	9	converter	converter	NOUN
easat-1545	153	10	to	to	PART
easat-1545	153	11	enhance	enhance	VERB
easat-1545	153	12	this	this	DET
easat-1545	153	13	simulation	simulation	NOUN
easat-1545	153	14	strategy	strategy	NOUN
easat-1545	153	15	.	.	PUNCT
easat-1545	154	1	this	this	PRON
easat-1545	154	2	will	will	AUX
easat-1545	154	3	facilitate	facilitate	VERB
easat-1545	154	4	the	the	DET
easat-1545	154	5	real1697	real1697	PROPN
easat-1545	154	6	edelweiss	edelweiss	PROPN
easat-1545	154	7	applied	apply	VERB
easat-1545	154	8	science	science	NOUN
easat-1545	154	9	and	and	CCONJ
easat-1545	154	10	technology	technology	NOUN
easat-1545	154	11	issn	issn	PROPN
easat-1545	154	12	:	:	PUNCT
easat-1545	154	13	2576	2576	NUM
easat-1545	154	14	-	-	SYM
easat-1545	154	15	8484	8484	NUM
easat-1545	154	16	vol	vol	NOUN
easat-1545	154	17	.	.	PROPN
easat-1545	155	1	8	8	NUM
easat-1545	155	2	,	,	PUNCT
easat-1545	155	3	no	no	INTJ
easat-1545	155	4	.	.	NOUN
easat-1545	155	5	4	4	NUM
easat-1545	155	6	:	:	SYM
easat-1545	155	7	1687	1687	NUM
easat-1545	155	8	-	-	SYM
easat-1545	155	9	1698	1698	NUM
easat-1545	155	10	,	,	PUNCT
easat-1545	155	11	2024	2024	NUM
easat-1545	155	12	doi	doi	NOUN
easat-1545	155	13	:	:	PUNCT
easat-1545	155	14	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
easat-1545	155	15	©	©	ADP
easat-1545	155	16	2024	2024	NUM
easat-1545	155	17	by	by	ADP
easat-1545	155	18	the	the	DET
easat-1545	155	19	authors	author	NOUN
easat-1545	155	20	;	;	PUNCT
easat-1545	155	21	licensee	licensee	PROPN
easat-1545	155	22	learning	learn	VERB
easat-1545	155	23	gate	gate	PROPN
easat-1545	155	24	time	time	NOUN
easat-1545	155	25	evaluation	evaluation	NOUN
easat-1545	155	26	of	of	ADP
easat-1545	155	27	the	the	DET
easat-1545	155	28	impact	impact	NOUN
easat-1545	155	29	of	of	ADP
easat-1545	155	30	a	a	DET
easat-1545	155	31	series	series	NOUN
easat-1545	155	32	of	of	ADP
easat-1545	155	33	paired	pair	VERB
easat-1545	155	34	faults	fault	NOUN
easat-1545	155	35	on	on	ADP
easat-1545	155	36	a	a	DET
easat-1545	155	37	large	large	ADJ
easat-1545	155	38	field	field	NOUN
easat-1545	155	39	comprising	comprise	VERB
easat-1545	155	40	more	more	ADJ
easat-1545	155	41	than	than	ADP
easat-1545	155	42	four	four	NUM
easat-1545	155	43	pv	pv	NOUN
easat-1545	155	44	modules	module	NOUN
easat-1545	155	45	.	.	PUNCT
easat-1545	156	1	the	the	DET
easat-1545	156	2	aforementioned	aforementioned	ADJ
easat-1545	156	3	conclusions	conclusion	NOUN
easat-1545	156	4	were	be	AUX
easat-1545	156	5	drawn	draw	VERB
easat-1545	156	6	.	.	PUNCT
easat-1545	157	1	funding	funding	NOUN
easat-1545	157	2	:	:	PUNCT
easat-1545	157	3	this	this	DET
easat-1545	157	4	work	work	NOUN
easat-1545	157	5	was	be	AUX
easat-1545	157	6	supported	support	VERB
easat-1545	157	7	by	by	ADP
easat-1545	157	8	the	the	DET
easat-1545	157	9	world	world	PROPN
easat-1545	157	10	bank	bank	PROPN
easat-1545	157	11	,	,	PUNCT
easat-1545	157	12	through	through	ADP
easat-1545	157	13	the	the	DET
easat-1545	157	14	regional	regional	ADJ
easat-1545	157	15	center	center	NOUN
easat-1545	157	16	of	of	ADP
easat-1545	157	17	excellence	excellence	NOUN
easat-1545	157	18	for	for	ADP
easat-1545	157	19	electricity	electricity	NOUN
easat-1545	157	20	management	management	NOUN
easat-1545	157	21	(	(	PUNCT
easat-1545	157	22	cerme	cerme	ADJ
easat-1545	157	23	)	)	PUNCT
easat-1545	157	24	.	.	PUNCT
easat-1545	158	1	acknowledgements	acknowledgement	NOUN
easat-1545	158	2	:	:	PUNCT
easat-1545	158	3	the	the	DET
easat-1545	158	4	authors	author	NOUN
easat-1545	158	5	are	be	AUX
easat-1545	158	6	deeply	deeply	ADV
easat-1545	158	7	grateful	grateful	ADJ
easat-1545	158	8	to	to	ADP
easat-1545	158	9	the	the	DET
easat-1545	158	10	world	world	NOUN
easat-1545	158	11	bank	bank	PROPN
easat-1545	158	12	for	for	ADP
easat-1545	158	13	funding	fund	VERB
easat-1545	158	14	this	this	DET
easat-1545	158	15	research	research	NOUN
easat-1545	158	16	through	through	ADP
easat-1545	158	17	cerme	cerme	PROPN
easat-1545	158	18	(	(	PUNCT
easat-1545	158	19	regional	regional	ADJ
easat-1545	158	20	center	center	NOUN
easat-1545	158	21	of	of	ADP
easat-1545	158	22	excellence	excellence	NOUN
easat-1545	158	23	for	for	ADP
easat-1545	158	24	electricity	electricity	NOUN
easat-1545	158	25	management	management	NOUN
easat-1545	158	26	)	)	PUNCT
easat-1545	158	27	.	.	PUNCT
easat-1545	159	1	we	we	PRON
easat-1545	159	2	also	also	ADV
easat-1545	159	3	thank	thank	VERB
easat-1545	159	4	the	the	DET
easat-1545	159	5	reviewers	reviewer	NOUN
easat-1545	159	6	for	for	ADP
easat-1545	159	7	their	their	PRON
easat-1545	159	8	insightful	insightful	ADJ
easat-1545	159	9	and	and	CCONJ
easat-1545	159	10	positive	positive	ADJ
easat-1545	159	11	comments	comment	NOUN
easat-1545	159	12	and	and	CCONJ
easat-1545	159	13	suggestions	suggestion	NOUN
easat-1545	159	14	,	,	PUNCT
easat-1545	159	15	which	which	PRON
easat-1545	159	16	have	have	AUX
easat-1545	159	17	greatly	greatly	ADV
easat-1545	159	18	helped	help	VERB
easat-1545	159	19	us	we	PRON
easat-1545	159	20	improve	improve	VERB
easat-1545	159	21	this	this	DET
easat-1545	159	22	article	article	NOUN
easat-1545	159	23	.	.	PUNCT
easat-1545	160	1	author	author	NOUN
easat-1545	160	2	contributions	contribution	NOUN
easat-1545	160	3	:	:	PUNCT
easat-1545	160	4	gmtt	gmtt	NOUN
easat-1545	160	5	worked	work	VERB
easat-1545	160	6	on	on	ADP
easat-1545	160	7	the	the	DET
easat-1545	160	8	research	research	NOUN
easat-1545	160	9	paper	paper	NOUN
easat-1545	160	10	,	,	PUNCT
easat-1545	160	11	jk	jk	PROPN
easat-1545	160	12	,	,	PUNCT
easat-1545	160	13	jv	jv	PROPN
easat-1545	160	14	participated	participate	VERB
easat-1545	160	15	in	in	ADP
easat-1545	160	16	proofreading	proofread	VERB
easat-1545	160	17	the	the	DET
easat-1545	160	18	paper	paper	NOUN
easat-1545	160	19	and	and	CCONJ
easat-1545	160	20	sso	sso	NOUN
easat-1545	160	21	-	-	PUNCT
easat-1545	160	22	d	d	NOUN
easat-1545	160	23	carried	carry	VERB
easat-1545	160	24	out	out	ADP
easat-1545	160	25	supervision	supervision	NOUN
easat-1545	160	26	.	.	PUNCT
easat-1545	161	1	all	all	DET
easat-1545	161	2	authors	author	NOUN
easat-1545	161	3	have	have	AUX
easat-1545	161	4	read	read	VERB
easat-1545	161	5	and	and	CCONJ
easat-1545	161	6	accepted	accept	VERB
easat-1545	161	7	the	the	DET
easat-1545	161	8	published	publish	VERB
easat-1545	161	9	version	version	NOUN
easat-1545	161	10	of	of	ADP
easat-1545	161	11	the	the	DET
easat-1545	161	12	manuscript	manuscript	NOUN
easat-1545	161	13	.	.	PUNCT
easat-1545	162	1	copyright	copyright	NOUN
easat-1545	162	2	:	:	PUNCT
easat-1545	162	3	©	©	PROPN
easat-1545	162	4	2024	2024	NUM
easat-1545	162	5	by	by	ADP
easat-1545	162	6	the	the	DET
easat-1545	162	7	authors	author	NOUN
easat-1545	162	8	.	.	PUNCT
easat-1545	163	1	this	this	DET
easat-1545	163	2	article	article	NOUN
easat-1545	163	3	is	be	AUX
easat-1545	163	4	an	an	DET
easat-1545	163	5	open	open	ADJ
easat-1545	163	6	access	access	NOUN
easat-1545	163	7	article	article	NOUN
easat-1545	163	8	distributed	distribute	VERB
easat-1545	163	9	under	under	ADP
easat-1545	163	10	the	the	DET
easat-1545	163	11	terms	term	NOUN
easat-1545	163	12	and	and	CCONJ
easat-1545	163	13	conditions	condition	NOUN
easat-1545	163	14	of	of	ADP
easat-1545	163	15	the	the	DET
easat-1545	163	16	creative	creative	ADJ
easat-1545	163	17	commons	common	NOUN
easat-1545	163	18	attribution	attribution	NOUN
easat-1545	163	19	(	(	PUNCT
easat-1545	163	20	cc	cc	NOUN
easat-1545	163	21	by	by	ADP
easat-1545	163	22	)	)	PUNCT
easat-1545	163	23	license	license	NOUN
easat-1545	163	24	(	(	PUNCT
easat-1545	163	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1545	163	26	)	)	PUNCT
easat-1545	163	27	.	.	PUNCT
easat-1545	164	1	references	reference	NOUN
easat-1545	164	2	[	[	X
easat-1545	164	3	1	1	NUM
easat-1545	164	4	]	]	PUNCT
easat-1545	164	5	“	"	PUNCT
easat-1545	164	6	integration	integration	NOUN
easat-1545	164	7	of	of	ADP
easat-1545	164	8	the	the	DET
easat-1545	164	9	2030	2030	NUM
easat-1545	164	10	agenda	agenda	NOUN
easat-1545	164	11	for	for	ADP
easat-1545	164	12	sustainable	sustainable	ADJ
easat-1545	164	13	development	development	NOUN
easat-1545	164	14	guidance	guidance	NOUN
easat-1545	164	15	note	note	NOUN
easat-1545	164	16	to	to	ADP
easat-1545	164	17	(	(	PUNCT
easat-1545	164	18	pdfdrive	pdfdrive	ADJ
easat-1545	164	19	)	)	PUNCT
easat-1545	164	20	(	(	PUNCT
easat-1545	164	21	1	1	NUM
easat-1545	164	22	)	)	PUNCT
easat-1545	164	23	”	"	PUNCT
easat-1545	164	24	.	.	PUNCT
easat-1545	165	1	[	[	X
easat-1545	165	2	2	2	X
easat-1545	165	3	]	]	X
easat-1545	165	4	g.	g.	PROPN
easat-1545	165	5	m.	m.	PROPN
easat-1545	165	6	toche	toche	PROPN
easat-1545	165	7	tchio	tchio	PROPN
easat-1545	165	8	,	,	PUNCT
easat-1545	165	9	j.	j.	PROPN
easat-1545	165	10	kenfack	kenfack	PROPN
easat-1545	165	11	,	,	PUNCT
easat-1545	165	12	d.	d.	PROPN
easat-1545	165	13	kassegne	kassegne	PROPN
easat-1545	165	14	,	,	PUNCT
easat-1545	165	15	f.-d	f.-d	PROPN
easat-1545	165	16	.	.	PUNCT
easat-1545	166	1	menga	menga	PROPN
easat-1545	166	2	,	,	PUNCT
easat-1545	166	3	and	and	CCONJ
easat-1545	166	4	ss	ss	ADP
easat-1545	166	5	ouro	ouro	NOUN
easat-1545	166	6	-	-	PUNCT
easat-1545	166	7	djobo	djobo	NOUN
easat-1545	166	8	appl	appl	PROPN
easat-1545	166	9	sci	sci	PROPN
easat-1545	166	10	,	,	PUNCT
easat-1545	166	11	“	"	PUNCT
easat-1545	166	12	a	a	DET
easat-1545	166	13	comprehensive	comprehensive	ADJ
easat-1545	166	14	review	review	NOUN
easat-1545	166	15	of	of	ADP
easat-1545	166	16	supervised	supervised	ADJ
easat-1545	166	17	learning	learn	VERB
easat-1545	166	18	algorithms	algorithm	NOUN
easat-1545	166	19	for	for	ADP
easat-1545	166	20	the	the	DET
easat-1545	166	21	diagnosis	diagnosis	NOUN
easat-1545	166	22	of	of	ADP
easat-1545	166	23	photovoltaic	photovoltaic	NOUN
easat-1545	166	24	systems	system	NOUN
easat-1545	166	25	,	,	PUNCT
easat-1545	166	26	proposing	propose	VERB
easat-1545	166	27	a	a	DET
easat-1545	166	28	new	new	ADJ
easat-1545	166	29	approach	approach	NOUN
easat-1545	166	30	using	use	VERB
easat-1545	166	31	an	an	DET
easat-1545	166	32	ensemble	ensemble	ADJ
easat-1545	166	33	learning	learning	NOUN
easat-1545	166	34	algorithm	algorithm	NOUN
easat-1545	166	35	”	"	PUNCT
easat-1545	166	36	,	,	PUNCT
easat-1545	166	37	applied	apply	VERB
easat-1545	166	38	sciences	science	NOUN
easat-1545	166	39	,	,	PUNCT
easat-1545	166	40	vol	vol	NOUN
easat-1545	166	41	.	.	PROPN
easat-1545	166	42	14	14	NUM
easat-1545	166	43	,	,	PUNCT
easat-1545	166	44	n	n	CCONJ
easat-1545	166	45	°	°	PROPN
easat-1545	166	46	5	5	NUM
easat-1545	166	47	,	,	PUNCT
easat-1545	166	48	p.2072	p.2072	NOUN
easat-1545	166	49	,	,	PUNCT
easat-1545	166	50	doi	doi	NOUN
easat-1545	166	51	:	:	PUNCT
easat-1545	166	52	10.3390/	10.3390/	NUM
easat-1545	166	53	app14052072	app14052072	NOUN
easat-1545	166	54	.	.	PUNCT
easat-1545	167	1	[	[	X
easat-1545	167	2	3	3	X
easat-1545	167	3	]	]	PUNCT
easat-1545	167	4	m.	m.	NOUN
easat-1545	167	5	sabbaghpur	sabbaghpur	NOUN
easat-1545	167	6	arani	arani	VERB
easat-1545	167	7	and	and	CCONJ
easat-1545	167	8	m.	m.	NOUN
easat-1545	167	9	a.	a.	NOUN
easat-1545	167	10	hejazi	hejazi	PROPN
easat-1545	167	11	,	,	PUNCT
easat-1545	167	12	“	"	PUNCT
easat-1545	167	13	the	the	DET
easat-1545	167	14	comprehensive	comprehensive	ADJ
easat-1545	167	15	study	study	NOUN
easat-1545	167	16	of	of	ADP
easat-1545	167	17	electrical	electrical	ADJ
easat-1545	167	18	faults	fault	NOUN
easat-1545	167	19	in	in	ADP
easat-1545	167	20	pv	pv	PROPN
easat-1545	167	21	arrays	array	NOUN
easat-1545	167	22	,	,	PUNCT
easat-1545	167	23	”	"	PUNCT
easat-1545	167	24	journal	journal	NOUN
easat-1545	167	25	of	of	ADP
easat-1545	167	26	electrical	electrical	ADJ
easat-1545	167	27	and	and	CCONJ
easat-1545	167	28	computer	computer	NOUN
easat-1545	167	29	engineering	engineering	NOUN
easat-1545	167	30	,	,	PUNCT
easat-1545	167	31	vol	vol	NOUN
easat-1545	167	32	.	.	PROPN
easat-1545	167	33	2016	2016	NUM
easat-1545	167	34	,	,	PUNCT
easat-1545	167	35	2016	2016	NUM
easat-1545	167	36	,	,	PUNCT
easat-1545	167	37	doi	doi	NOUN
easat-1545	167	38	:	:	PUNCT
easat-1545	167	39	10.1155/2016/8712960	10.1155/2016/8712960	NUM
easat-1545	167	40	.	.	PUNCT
easat-1545	168	1	[	[	X
easat-1545	168	2	4	4	X
easat-1545	168	3	]	]	PUNCT
easat-1545	168	4	t.	t.	PROPN
easat-1545	168	5	k.	k.	PROPN
easat-1545	168	6	takashima	takashima	PROPN
easat-1545	168	7	,	,	PUNCT
easat-1545	168	8	j.	j.	PROPN
easat-1545	168	9	yamaguchi	yamaguchi	PROPN
easat-1545	168	10	,	,	PUNCT
easat-1545	168	11	k.	k.	PROPN
easat-1545	168	12	otani	otani	PROPN
easat-1545	168	13	,	,	PUNCT
easat-1545	168	14	k.	k.	PROPN
easat-1545	168	15	kato	kato	PROPN
easat-1545	168	16	,	,	PUNCT
easat-1545	168	17	and	and	CCONJ
easat-1545	168	18	m.	m.	PROPN
easat-1545	168	19	ishida	ishida	PROPN
easat-1545	168	20	,	,	PUNCT
easat-1545	168	21	“	"	PUNCT
easat-1545	168	22	experimental	experimental	ADJ
easat-1545	168	23	studies	study	NOUN
easat-1545	168	24	of	of	ADP
easat-1545	168	25	failure	failure	NOUN
easat-1545	168	26	detection	detection	NOUN
easat-1545	168	27	methods	method	NOUN
easat-1545	168	28	in	in	ADP
easat-1545	168	29	pv	pv	NOUN
easat-1545	168	30	module	module	NOUN
easat-1545	168	31	strings	string	NOUN
easat-1545	168	32	.	.	PUNCT
easat-1545	168	33	”	"	PUNCT
easat-1545	169	1	[	[	X
easat-1545	169	2	5	5	X
easat-1545	169	3	]	]	PUNCT
easat-1545	169	4	s.	s.	PROPN
easat-1545	169	5	r.	r.	PROPN
easat-1545	169	6	madeti	madeti	PROPN
easat-1545	169	7	and	and	CCONJ
easat-1545	169	8	s.	s.	PROPN
easat-1545	169	9	n.	n.	PROPN
easat-1545	169	10	singh	singh	PROPN
easat-1545	169	11	,	,	PUNCT
easat-1545	169	12	“	"	PUNCT
easat-1545	169	13	a	a	DET
easat-1545	169	14	comprehensive	comprehensive	ADJ
easat-1545	169	15	study	study	NOUN
easat-1545	169	16	on	on	ADP
easat-1545	169	17	different	different	ADJ
easat-1545	169	18	types	type	NOUN
easat-1545	169	19	of	of	ADP
easat-1545	169	20	faults	fault	NOUN
easat-1545	169	21	and	and	CCONJ
easat-1545	169	22	detection	detection	NOUN
easat-1545	169	23	techniques	technique	NOUN
easat-1545	169	24	for	for	ADP
easat-1545	169	25	solar	solar	ADJ
easat-1545	169	26	photovoltaic	photovoltaic	NOUN
easat-1545	169	27	system	system	NOUN
easat-1545	169	28	,	,	PUNCT
easat-1545	169	29	”	"	PUNCT
easat-1545	169	30	2017	2017	NUM
easat-1545	169	31	,	,	PUNCT
easat-1545	169	32	elsevier	elsevier	PROPN
easat-1545	169	33	ltd	ltd	PROPN
easat-1545	169	34	.	.	PROPN
easat-1545	169	35	doi	doi	PROPN
easat-1545	169	36	:	:	PUNCT
easat-1545	169	37	10.1016	10.1016	NUM
easat-1545	169	38	/	/	SYM
easat-1545	169	39	j.solener.2017.08.069	j.solener.2017.08.069	PROPN
easat-1545	169	40	.	.	PUNCT
easat-1545	170	1	[	[	X
easat-1545	170	2	6	6	NUM
easat-1545	170	3	]	]	PUNCT
easat-1545	170	4	h.	h.	PROPN
easat-1545	170	5	al	al	PROPN
easat-1545	170	6	mahdi	mahdi	PROPN
easat-1545	170	7	,	,	PUNCT
easat-1545	170	8	p.	p.	PROPN
easat-1545	170	9	g.	g.	PROPN
easat-1545	170	10	leahy	leahy	PROPN
easat-1545	170	11	,	,	PUNCT
easat-1545	170	12	and	and	CCONJ
easat-1545	170	13	a.	a.	PROPN
easat-1545	170	14	p.	p.	PROPN
easat-1545	170	15	morrison	morrison	PROPN
easat-1545	170	16	,	,	PUNCT
easat-1545	170	17	“	"	PUNCT
easat-1545	170	18	experimentally	experimentally	ADV
easat-1545	170	19	derived	derive	VERB
easat-1545	170	20	models	model	NOUN
easat-1545	170	21	to	to	PART
easat-1545	170	22	detect	detect	VERB
easat-1545	170	23	onset	onset	NOUN
easat-1545	170	24	of	of	ADP
easat-1545	170	25	shunt	shunt	NOUN
easat-1545	170	26	resistance	resistance	NOUN
easat-1545	170	27	degradation	degradation	NOUN
easat-1545	170	28	in	in	ADP
easat-1545	170	29	photovoltaic	photovoltaic	NOUN
easat-1545	170	30	modules	module	NOUN
easat-1545	170	31	,	,	PUNCT
easat-1545	170	32	”	"	PUNCT
easat-1545	170	33	energy	energy	NOUN
easat-1545	170	34	reports	report	NOUN
easat-1545	170	35	,	,	PUNCT
easat-1545	170	36	vol	vol	NOUN
easat-1545	170	37	.	.	PROPN
easat-1545	170	38	10	10	NUM
easat-1545	170	39	,	,	PUNCT
easat-1545	170	40	pp	pp	ADJ
easat-1545	170	41	.	.	PUNCT
easat-1545	171	1	604–612	604–612	NUM
easat-1545	171	2	,	,	PUNCT
easat-1545	171	3	nov	nov	PROPN
easat-1545	171	4	.	.	PROPN
easat-1545	171	5	2023	2023	NUM
easat-1545	171	6	,	,	PUNCT
easat-1545	171	7	doi	doi	NOUN
easat-1545	171	8	:	:	PUNCT
easat-1545	171	9	10.1016	10.1016	NUM
easat-1545	171	10	/	/	SYM
easat-1545	171	11	j.egyr.2023.07.019	j.egyr.2023.07.019	PROPN
easat-1545	171	12	.	.	PUNCT
easat-1545	172	1	[	[	X
easat-1545	172	2	7	7	X
easat-1545	172	3	]	]	PUNCT
easat-1545	172	4	x.	x.	NOUN
easat-1545	172	5	chen	chen	PROPN
easat-1545	172	6	,	,	PUNCT
easat-1545	172	7	m.	m.	PROPN
easat-1545	172	8	jiang	jiang	PROPN
easat-1545	172	9	,	,	PUNCT
easat-1545	172	10	k.	k.	PROPN
easat-1545	172	11	ding	ding	PROPN
easat-1545	172	12	,	,	PUNCT
easat-1545	172	13	z.	z.	PROPN
easat-1545	172	14	yang	yang	PROPN
easat-1545	172	15	,	,	PUNCT
easat-1545	172	16	j.	j.	PROPN
easat-1545	172	17	zhang	zhang	PROPN
easat-1545	172	18	,	,	PUNCT
easat-1545	172	19	l.cui	l.cui	PROPN
easat-1545	172	20	and	and	CCONJ
easat-1545	172	21	h.	h.	PROPN
easat-1545	172	22	m.	m.	PROPN
easat-1545	172	23	hasanien	hasanien	PROPN
easat-1545	172	24	.	.	PUNCT
easat-1545	172	25	,	,	PUNCT
easat-1545	172	26	“	"	PUNCT
easat-1545	172	27	fault	fault	VERB
easat-1545	172	28	pre	pre	NOUN
easat-1545	172	29	-	-	NOUN
easat-1545	172	30	diagnosis	diagnosis	ADJ
easat-1545	172	31	,	,	PUNCT
easat-1545	172	32	type	type	NOUN
easat-1545	172	33	identification	identification	NOUN
easat-1545	172	34	and	and	CCONJ
easat-1545	172	35	degree	degree	NOUN
easat-1545	172	36	diagnosis	diagnosis	NOUN
easat-1545	172	37	method	method	NOUN
easat-1545	172	38	of	of	ADP
easat-1545	172	39	the	the	DET
easat-1545	172	40	photovoltaic	photovoltaic	NOUN
easat-1545	172	41	array	array	NOUN
easat-1545	172	42	based	base	VERB
easat-1545	172	43	on	on	ADP
easat-1545	172	44	the	the	DET
easat-1545	172	45	current	current	ADJ
easat-1545	172	46	-	-	PUNCT
easat-1545	172	47	voltage	voltage	NOUN
easat-1545	172	48	conversion	conversion	NOUN
easat-1545	172	49	,	,	PUNCT
easat-1545	172	50	”	"	PUNCT
easat-1545	172	51	ieee	ieee	NOUN
easat-1545	172	52	trans	trans	PROPN
easat-1545	172	53	power	power	PROPN
easat-1545	172	54	electron	electron	PROPN
easat-1545	172	55	,	,	PUNCT
easat-1545	172	56	2024	2024	NUM
easat-1545	172	57	,	,	PUNCT
easat-1545	172	58	doi	doi	NOUN
easat-1545	172	59	:	:	PUNCT
easat-1545	172	60	10.1109	10.1109	NUM
easat-1545	172	61	/	/	SYM
easat-1545	172	62	tpel.2024.3427649	tpel.2024.3427649	NOUN
easat-1545	172	63	.	.	PUNCT
easat-1545	173	1	[	[	X
easat-1545	173	2	8	8	NUM
easat-1545	173	3	]	]	PUNCT
easat-1545	173	4	w.-t	w.-t	NOUN
easat-1545	173	5	.	.	PUNCT
easat-1545	174	1	lin	lin	PROPN
easat-1545	174	2	,	,	PUNCT
easat-1545	174	3	c.-m	c.-m	PROPN
easat-1545	174	4	.	.	PUNCT
easat-1545	175	1	chang	chang	PROPN
easat-1545	175	2	,	,	PUNCT
easat-1545	175	3	y.-c	y.-c	PROPN
easat-1545	175	4	.	.	PUNCT
easat-1545	176	1	huang	huang	PROPN
easat-1545	176	2	,	,	PUNCT
easat-1545	176	3	c.-c	c.-c	PROPN
easat-1545	176	4	.	.	PUNCT
easat-1545	177	1	wu	wu	PROPN
easat-1545	177	2	,	,	PUNCT
easat-1545	177	3	and	and	CCONJ
easat-1545	177	4	c.-c	c.-c	PROPN
easat-1545	177	5	.	.	PUNCT
easat-1545	178	1	kuo	kuo	PROPN
easat-1545	178	2	,	,	PUNCT
easat-1545	178	3	“	"	PUNCT
easat-1545	178	4	fault	fault	VERB
easat-1545	178	5	diagnosis	diagnosis	NOUN
easat-1545	178	6	in	in	ADP
easat-1545	178	7	solar	solar	ADJ
easat-1545	178	8	array	array	NOUN
easat-1545	178	9	iv	iv	ADP
easat-1545	178	10	curves	curve	NOUN
easat-1545	178	11	using	use	VERB
easat-1545	178	12	characteristic	characteristic	ADJ
easat-1545	178	13	simulation	simulation	NOUN
easat-1545	178	14	and	and	CCONJ
easat-1545	178	15	multi	multi	ADJ
easat-1545	178	16	-	-	ADJ
easat-1545	178	17	input	input	ADJ
easat-1545	178	18	models	model	NOUN
easat-1545	178	19	,	,	PUNCT
easat-1545	178	20	”	"	PUNCT
easat-1545	178	21	applied	apply	VERB
easat-1545	178	22	sciences	science	NOUN
easat-1545	178	23	,	,	PUNCT
easat-1545	178	24	vol	vol	NOUN
easat-1545	178	25	.	.	PROPN
easat-1545	178	26	14	14	NUM
easat-1545	178	27	,	,	PUNCT
easat-1545	178	28	no	no	INTJ
easat-1545	178	29	.	.	NOUN
easat-1545	178	30	13	13	NUM
easat-1545	178	31	,	,	PUNCT
easat-1545	178	32	p.	p.	NOUN
easat-1545	178	33	5417	5417	NUM
easat-1545	178	34	,	,	PUNCT
easat-1545	178	35	jun	jun	PROPN
easat-1545	178	36	.	.	PROPN
easat-1545	178	37	2024	2024	NUM
easat-1545	178	38	,	,	PUNCT
easat-1545	178	39	doi	doi	NOUN
easat-1545	178	40	:	:	PUNCT
easat-1545	178	41	10.3390	10.3390	NUM
easat-1545	178	42	/	/	SYM
easat-1545	178	43	app14135417	app14135417	ADJ
easat-1545	178	44	.	.	PUNCT
easat-1545	179	1	[	[	X
easat-1545	179	2	9	9	NUM
easat-1545	179	3	]	]	PUNCT
easat-1545	179	4	s.	s.	PROPN
easat-1545	179	5	s.	s.	PROPN
easat-1545	179	6	syed	syed	PROPN
easat-1545	179	7	,	,	PUNCT
easat-1545	179	8	b.	b.	PROPN
easat-1545	179	9	li	li	PROPN
easat-1545	179	10	,	,	PUNCT
easat-1545	179	11	and	and	CCONJ
easat-1545	179	12	a.	a.	NOUN
easat-1545	179	13	zheng	zheng	PROPN
easat-1545	179	14	,	,	PUNCT
easat-1545	179	15	“	"	PUNCT
easat-1545	179	16	detection	detection	NOUN
easat-1545	179	17	and	and	CCONJ
easat-1545	179	18	classification	classification	NOUN
easat-1545	179	19	of	of	ADP
easat-1545	179	20	physical	physical	ADJ
easat-1545	179	21	and	and	CCONJ
easat-1545	179	22	electrical	electrical	ADJ
easat-1545	179	23	fault	fault	NOUN
easat-1545	179	24	in	in	ADP
easat-1545	179	25	pv	pv	PROPN
easat-1545	179	26	array	array	NOUN
easat-1545	179	27	system	system	NOUN
easat-1545	179	28	by	by	ADP
easat-1545	179	29	random	random	ADJ
easat-1545	179	30	forest	forest	NOUN
easat-1545	179	31	-	-	PUNCT
easat-1545	179	32	based	base	VERB
easat-1545	179	33	approach	approach	NOUN
easat-1545	179	34	,	,	PUNCT
easat-1545	179	35	”	"	PUNCT
easat-1545	179	36	international	international	ADJ
easat-1545	179	37	journal	journal	NOUN
easat-1545	179	38	of	of	ADP
easat-1545	179	39	electrical	electrical	ADJ
easat-1545	179	40	,	,	PUNCT
easat-1545	179	41	energy	energy	NOUN
easat-1545	179	42	and	and	CCONJ
easat-1545	179	43	power	power	NOUN
easat-1545	179	44	system	system	NOUN
easat-1545	179	45	engineering	engineering	NOUN
easat-1545	179	46	,	,	PUNCT
easat-1545	179	47	vol	vol	NOUN
easat-1545	179	48	.	.	PROPN
easat-1545	180	1	7	7	NUM
easat-1545	180	2	,	,	PUNCT
easat-1545	180	3	no	no	INTJ
easat-1545	180	4	.	.	NOUN
easat-1545	180	5	2	2	NUM
easat-1545	180	6	,	,	PUNCT
easat-1545	180	7	pp	pp	ADJ
easat-1545	180	8	.	.	PUNCT
easat-1545	181	1	67–84	67–84	NOUN
easat-1545	181	2	,	,	PUNCT
easat-1545	181	3	jun	jun	PROPN
easat-1545	181	4	.	.	PROPN
easat-1545	181	5	2024	2024	NUM
easat-1545	181	6	,	,	PUNCT
easat-1545	181	7	doi	doi	NOUN
easat-1545	181	8	:	:	PUNCT
easat-1545	181	9	10.31258	10.31258	NUM
easat-1545	181	10	/	/	SYM
easat-1545	181	11	ijeepse.7.2.67	ijeepse.7.2.67	NOUN
easat-1545	181	12	-	-	PUNCT
easat-1545	181	13	84	84	NUM
easat-1545	181	14	.	.	PUNCT
easat-1545	182	1	[	[	X
easat-1545	182	2	10	10	NUM
easat-1545	182	3	]	]	X
easat-1545	182	4	m.w	m.w	PROPN
easat-1545	182	5	.	.	PROPN
easat-1545	182	6	shah	shah	PROPN
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easat-1545	182	9	.	.	PROPN
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easat-1545	182	11	,	,	PUNCT
easat-1545	182	12	“	"	PUNCT
easat-1545	182	13	design	design	NOUN
easat-1545	182	14	and	and	CCONJ
easat-1545	182	15	simulation	simulation	NOUN
easat-1545	182	16	of	of	ADP
easat-1545	182	17	solar	solar	ADJ
easat-1545	182	18	pv	pv	NOUN
easat-1545	182	19	model	model	NOUN
easat-1545	182	20	using	use	VERB
easat-1545	182	21	matlab	matlab	PROPN
easat-1545	182	22	/simulink	/simulink	INTJ
easat-1545	182	23	,	,	PUNCT
easat-1545	182	24	”	"	PUNCT
easat-1545	182	25	international	international	ADJ
easat-1545	182	26	journal	journal	NOUN
easat-1545	182	27	of	of	ADP
easat-1545	182	28	scientific	scientific	PROPN
easat-1545	182	29	&	&	CCONJ
easat-1545	182	30	engineering	engineering	PROPN
easat-1545	182	31	research	research	NOUN
easat-1545	182	32	,	,	PUNCT
easat-1545	182	33	vol	vol	NOUN
easat-1545	182	34	.	.	PROPN
easat-1545	182	35	7	7	NUM
easat-1545	182	36	,	,	PUNCT
easat-1545	182	37	no	no	INTJ
easat-1545	182	38	.	.	NOUN
easat-1545	182	39	3	3	NUM
easat-1545	182	40	,	,	PUNCT
easat-1545	182	41	p.	p.	NOUN
easat-1545	182	42	551	551	NUM
easat-1545	182	43	-	-	SYM
easat-1545	182	44	554	554	NUM
easat-1545	182	45	,	,	PUNCT
easat-1545	182	46	2016	2016	NUM
easat-1545	182	47	.	.	PUNCT
easat-1545	183	1	[	[	X
easat-1545	183	2	online	online	X
easat-1545	183	3	]	]	X
easat-1545	183	4	.	.	PUNCT
easat-1545	184	1	available	available	ADJ
easat-1545	184	2	:	:	PUNCT
easat-1545	184	3	http://www.ijser.org	http://www.ijser.org	X
easat-1545	185	1	[	[	X
easat-1545	185	2	11	11	NUM
easat-1545	185	3	]	]	PUNCT
easat-1545	185	4	m.	m.	NOUN
easat-1545	185	5	malvoni	malvoni	PROPN
easat-1545	185	6	and	and	CCONJ
easat-1545	185	7	y.	y.	PROPN
easat-1545	185	8	chaibi	chaibi	PROPN
easat-1545	185	9	,	,	PUNCT
easat-1545	185	10	“	"	PUNCT
easat-1545	185	11	machine	machine	NOUN
easat-1545	185	12	learning	learning	NOUN
easat-1545	185	13	based	base	VERB
easat-1545	185	14	approaches	approach	NOUN
easat-1545	185	15	for	for	ADP
easat-1545	185	16	modeling	model	VERB
easat-1545	185	17	the	the	DET
easat-1545	185	18	output	output	NOUN
easat-1545	185	19	power	power	NOUN
easat-1545	185	20	of	of	ADP
easat-1545	185	21	photovoltaic	photovoltaic	NOUN
easat-1545	185	22	array	array	NOUN
easat-1545	185	23	in	in	ADP
easat-1545	185	24	real	real	ADJ
easat-1545	185	25	outdoor	outdoor	ADJ
easat-1545	185	26	conditions	condition	NOUN
easat-1545	185	27	,	,	PUNCT
easat-1545	185	28	”	"	PUNCT
easat-1545	185	29	electronics	electronic	NOUN
easat-1545	185	30	(	(	PUNCT
easat-1545	185	31	switzerland	switzerland	PROPN
easat-1545	185	32	)	)	PUNCT
easat-1545	185	33	,	,	PUNCT
easat-1545	185	34	vol	vol	NOUN
easat-1545	185	35	.	.	PROPN
easat-1545	185	36	9	9	NUM
easat-1545	185	37	,	,	PUNCT
easat-1545	185	38	no	no	INTJ
easat-1545	185	39	.	.	NOUN
easat-1545	185	40	2	2	NUM
easat-1545	185	41	,	,	PUNCT
easat-1545	185	42	feb	feb	PROPN
easat-1545	185	43	.	.	PROPN
easat-1545	185	44	2020	2020	NUM
easat-1545	185	45	,	,	PUNCT
easat-1545	185	46	doi	doi	INTJ
easat-1545	185	47	:	:	PUNCT
easat-1545	185	48	10.3390	10.3390	NUM
easat-1545	185	49	/	/	SYM
easat-1545	185	50	electronics9020315	electronics9020315	PROPN
easat-1545	185	51	.	.	PUNCT
easat-1545	186	1	[	[	X
easat-1545	186	2	12	12	NUM
easat-1545	186	3	]	]	PUNCT
easat-1545	186	4	m.	m.	NOUN
easat-1545	186	5	dhakshinamoorthy	dhakshinamoorthy	PROPN
easat-1545	186	6	,	,	PUNCT
easat-1545	186	7	k.	k.	PROPN
easat-1545	186	8	sundaram	sundaram	PROPN
easat-1545	186	9	,	,	PUNCT
easat-1545	186	10	p.	p.	PROPN
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easat-1545	186	12	,	,	PUNCT
easat-1545	186	13	and	and	CCONJ
easat-1545	186	14	p.	p.	NOUN
easat-1545	186	15	w.	w.	PROPN
easat-1545	186	16	david	david	PROPN
easat-1545	186	17	,	,	PUNCT
easat-1545	186	18	“	"	PUNCT
easat-1545	186	19	bypass	bypass	NOUN
easat-1545	186	20	diode	diode	NOUN
easat-1545	186	21	and	and	CCONJ
easat-1545	186	22	photovoltaic	photovoltaic	NOUN
easat-1545	186	23	module	module	NOUN
easat-1545	186	24	failure	failure	NOUN
easat-1545	186	25	analysis	analysis	NOUN
easat-1545	186	26	of	of	ADP
easat-1545	186	27	1.5kw	1.5kw	NUM
easat-1545	186	28	solar	solar	ADJ
easat-1545	186	29	pv	pv	NOUN
easat-1545	186	30	array	array	NOUN
easat-1545	186	31	,	,	PUNCT
easat-1545	186	32	”	"	PUNCT
easat-1545	186	33	energy	energy	NOUN
easat-1545	186	34	sources	source	NOUN
easat-1545	186	35	,	,	PUNCT
easat-1545	186	36	part	part	NOUN
easat-1545	186	37	a	a	DET
easat-1545	186	38	:	:	PUNCT
easat-1545	186	39	recovery	recovery	NOUN
easat-1545	186	40	,	,	PUNCT
easat-1545	186	41	utilization	utilization	NOUN
easat-1545	186	42	and	and	CCONJ
easat-1545	186	43	environmental	environmental	ADJ
easat-1545	186	44	effects	effect	NOUN
easat-1545	186	45	,	,	PUNCT
easat-1545	186	46	vol	vol	NOUN
easat-1545	186	47	.	.	PROPN
easat-1545	186	48	44	44	NUM
easat-1545	186	49	,	,	PUNCT
easat-1545	186	50	no	no	INTJ
easat-1545	186	51	.	.	NOUN
easat-1545	186	52	2	2	NUM
easat-1545	186	53	,	,	PUNCT
easat-1545	186	54	pp	pp	ADJ
easat-1545	186	55	.	.	PUNCT
easat-1545	187	1	4000–4015	4000–4015	NUM
easat-1545	187	2	,	,	PUNCT
easat-1545	187	3	2022	2022	NUM
easat-1545	187	4	,	,	PUNCT
easat-1545	187	5	doi	doi	NOUN
easat-1545	187	6	:	:	PUNCT
easat-1545	187	7	10.1080/15567036.2022.2072023	10.1080/15567036.2022.2072023	NUM
easat-1545	187	8	.	.	PUNCT
easat-1545	188	1	[	[	X
easat-1545	188	2	13	13	NUM
easat-1545	188	3	]	]	X
easat-1545	188	4	r.	r.	PROPN
easat-1545	188	5	hammond	hammond	PROPN
easat-1545	188	6	,	,	PUNCT
easat-1545	188	7	d.	d.	PROPN
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easat-1545	188	9	,	,	PUNCT
easat-1545	188	10	a.	a.	PROPN
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easat-1545	188	12	,	,	PUNCT
easat-1545	188	13	and	and	CCONJ
easat-1545	188	14	k.	k.	PROPN
easat-1545	188	15	whitfield	whitfield	PROPN
easat-1545	188	16	,	,	PUNCT
easat-1545	188	17	“	"	PUNCT
easat-1545	188	18	effects	effect	NOUN
easat-1545	188	19	of	of	ADP
easat-1545	188	20	soiling	soil	VERB
easat-1545	188	21	on	on	ADP
easat-1545	188	22	pv	pv	NOUN
easat-1545	188	23	module	module	NOUN
easat-1545	188	24	and	and	CCONJ
easat-1545	188	25	radiometer	radiometer	NOUN
easat-1545	188	26	performance	performance	NOUN
easat-1545	188	27	”	"	PUNCT
easat-1545	188	28	,	,	PUNCT
easat-1545	188	29	ieee	ieee	NOUN
easat-1545	188	30	,	,	PUNCT
easat-1545	188	31	p.	p.	NOUN
easat-1545	188	32	1121	1121	NUM
easat-1545	188	33	-	-	SYM
easat-1545	188	34	1124	1124	NUM
easat-1545	188	35	,	,	PUNCT
easat-1545	188	36	1997	1997	NUM
easat-1545	188	37	[	[	X
easat-1545	188	38	14	14	NUM
easat-1545	188	39	]	]	X
easat-1545	188	40	e.	e.	PROPN
easat-1545	188	41	m.	m.	PROPN
easat-1545	188	42	salilih	salilih	PROPN
easat-1545	188	43	and	and	CCONJ
easat-1545	188	44	y.	y.	PROPN
easat-1545	188	45	t.	t.	PROPN
easat-1545	188	46	birhane	birhane	PROPN
easat-1545	188	47	,	,	PUNCT
easat-1545	188	48	“	"	PUNCT
easat-1545	188	49	modeling	modeling	NOUN
easat-1545	188	50	and	and	CCONJ
easat-1545	188	51	analysis	analysis	NOUN
easat-1545	188	52	of	of	ADP
easat-1545	188	53	photo	photo	NOUN
easat-1545	188	54	-	-	PUNCT
easat-1545	188	55	voltaic	voltaic	ADJ
easat-1545	188	56	solar	solar	ADJ
easat-1545	188	57	panel	panel	NOUN
easat-1545	188	58	under	under	ADP
easat-1545	188	59	constant	constant	ADJ
easat-1545	188	60	electric	electric	ADJ
easat-1545	188	61	load	load	NOUN
easat-1545	188	62	,	,	PUNCT
easat-1545	188	63	”	"	PUNCT
easat-1545	188	64	journal	journal	NOUN
easat-1545	188	65	of	of	ADP
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easat-1545	188	67	energy	energy	NOUN
easat-1545	188	68	,	,	PUNCT
easat-1545	188	69	vol	vol	NOUN
easat-1545	188	70	.	.	NOUN
easat-1545	188	71	2019	2019	NUM
easat-1545	188	72	,	,	PUNCT
easat-1545	188	73	p.	p.	NOUN
easat-1545	188	74	1–10	1–10	PROPN
easat-1545	188	75	,	,	PUNCT
easat-1545	188	76	aug	aug	PROPN
easat-1545	188	77	.	.	PROPN
easat-1545	188	78	2019	2019	NUM
easat-1545	188	79	,	,	PUNCT
easat-1545	188	80	doi	doi	NOUN
easat-1545	188	81	:	:	PUNCT
easat-1545	188	82	10.1155/2019/9639480	10.1155/2019/9639480	NUM
easat-1545	188	83	.	.	PUNCT
easat-1545	189	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1545	189	2	1698	1698	PROPN
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easat-1545	189	5	science	science	NOUN
easat-1545	189	6	and	and	CCONJ
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easat-1545	189	8	issn	issn	PROPN
easat-1545	189	9	:	:	PUNCT
easat-1545	189	10	2576	2576	NUM
easat-1545	189	11	-	-	SYM
easat-1545	189	12	8484	8484	NUM
easat-1545	189	13	vol	vol	NOUN
easat-1545	189	14	.	.	PROPN
easat-1545	189	15	8	8	NUM
easat-1545	189	16	,	,	PUNCT
easat-1545	189	17	no	no	INTJ
easat-1545	189	18	.	.	NOUN
easat-1545	189	19	4	4	NUM
easat-1545	189	20	:	:	SYM
easat-1545	189	21	1687	1687	NUM
easat-1545	189	22	-	-	SYM
easat-1545	189	23	1698	1698	NUM
easat-1545	189	24	,	,	PUNCT
easat-1545	189	25	2024	2024	NUM
easat-1545	189	26	doi	doi	NOUN
easat-1545	189	27	:	:	PUNCT
easat-1545	189	28	10.55214/25768484.v8i4.1545	10.55214/25768484.v8i4.1545	NUM
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easat-1545	189	30	2024	2024	NUM
easat-1545	189	31	by	by	ADP
easat-1545	189	32	the	the	DET
easat-1545	189	33	authors	author	NOUN
easat-1545	189	34	;	;	PUNCT
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easat-1545	189	36	learning	learning	NOUN
easat-1545	189	37	gate	gate	NOUN
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easat-1545	190	2	15	15	NUM
easat-1545	190	3	]	]	PUNCT
easat-1545	190	4	x.	x.	NOUN
easat-1545	190	5	h.	h.	PROPN
easat-1545	190	6	nguyen	nguyen	PROPN
easat-1545	190	7	and	and	CCONJ
easat-1545	190	8	m.	m.	NOUN
easat-1545	190	9	p.	p.	PROPN
easat-1545	190	10	nguyen	nguyen	NOUN
easat-1545	190	11	,	,	PUNCT
easat-1545	190	12	“	"	PUNCT
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easat-1545	190	14	modeling	modeling	NOUN
easat-1545	190	15	of	of	ADP
easat-1545	190	16	photovoltaic	photovoltaic	NOUN
easat-1545	190	17	cell	cell	NOUN
easat-1545	190	18	/	/	SYM
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easat-1545	190	20	/	/	SYM
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easat-1545	190	24	in	in	ADP
easat-1545	190	25	matlab	matlab	PROPN
easat-1545	190	26	/simulink	/simulink	INTJ
easat-1545	190	27	,	,	PUNCT
easat-1545	190	28	”	"	PUNCT
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easat-1545	190	30	systems	system	NOUN
easat-1545	190	31	research	research	NOUN
easat-1545	190	32	,	,	PUNCT
easat-1545	190	33	vol	vol	NOUN
easat-1545	190	34	.	.	PROPN
easat-1545	190	35	4	4	NUM
easat-1545	190	36	,	,	PUNCT
easat-1545	190	37	no	no	INTJ
easat-1545	190	38	.	.	NOUN
easat-1545	190	39	1	1	NUM
easat-1545	190	40	,	,	PUNCT
easat-1545	190	41	dec	dec	PROPN
easat-1545	190	42	.	.	PROPN
easat-1545	190	43	2015	2015	NUM
easat-1545	190	44	,	,	PUNCT
easat-1545	190	45	doi	doi	NOUN
easat-1545	190	46	:	:	PUNCT
easat-1545	190	47	10.1186	10.1186	NUM
easat-1545	190	48	/	/	SYM
easat-1545	190	49	s40068	s40068	ADJ
easat-1545	190	50	-	-	PUNCT
easat-1545	190	51	015	015	NUM
easat-1545	190	52	-	-	PUNCT
easat-1545	190	53	0047	0047	NUM
easat-1545	190	54	-	-	SYM
easat-1545	190	55	9	9	NUM
easat-1545	190	56	.	.	PUNCT
easat-1545	191	1	[	[	X
easat-1545	191	2	16	16	NUM
easat-1545	191	3	]	]	PUNCT
easat-1545	191	4	s.	s.	PROPN
easat-1545	191	5	k.	k.	PROPN
easat-1545	191	6	firth	firth	PROPN
easat-1545	191	7	,	,	PUNCT
easat-1545	191	8	k.	k.	PROPN
easat-1545	191	9	j.	j.	PROPN
easat-1545	191	10	lomas	lomas	PROPN
easat-1545	191	11	,	,	PUNCT
easat-1545	191	12	and	and	CCONJ
easat-1545	191	13	s.	s.	PROPN
easat-1545	191	14	j.	j.	PROPN
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easat-1545	191	16	,	,	PUNCT
easat-1545	191	17	“	"	PUNCT
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easat-1545	191	20	model	model	NOUN
easat-1545	191	21	of	of	ADP
easat-1545	191	22	pv	pv	NOUN
easat-1545	191	23	system	system	NOUN
easat-1545	191	24	performance	performance	NOUN
easat-1545	191	25	and	and	CCONJ
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easat-1545	191	27	use	use	NOUN
easat-1545	191	28	in	in	ADP
easat-1545	191	29	fault	fault	NOUN
easat-1545	191	30	detection	detection	NOUN
easat-1545	191	31	,	,	PUNCT
easat-1545	191	32	”	"	PUNCT
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easat-1545	191	34	energy	energy	NOUN
easat-1545	191	35	,	,	PUNCT
easat-1545	191	36	vol	vol	NOUN
easat-1545	191	37	.	.	PROPN
easat-1545	191	38	84	84	NUM
easat-1545	191	39	,	,	PUNCT
easat-1545	191	40	no	no	INTJ
easat-1545	191	41	.	.	NOUN
easat-1545	191	42	4	4	NUM
easat-1545	191	43	,	,	PUNCT
easat-1545	191	44	pp	pp	ADJ
easat-1545	191	45	.	.	PUNCT
easat-1545	192	1	624–635	624–635	NUM
easat-1545	192	2	,	,	PUNCT
easat-1545	192	3	apr	apr	PROPN
easat-1545	192	4	.	.	PROPN
easat-1545	193	1	2010	2010	NUM
easat-1545	193	2	,	,	PUNCT
easat-1545	193	3	doi	doi	NOUN
easat-1545	193	4	:	:	PUNCT
easat-1545	193	5	10.1016	10.1016	NUM
easat-1545	193	6	/	/	SYM
easat-1545	193	7	j.solener.2009.08.004	j.solener.2009.08.004	PROPN
easat-1545	193	8	.	.	PUNCT
easat-1545	194	1	[	[	X
easat-1545	194	2	17	17	NUM
easat-1545	194	3	]	]	X
easat-1545	194	4	b.	b.	PROPN
easat-1545	194	5	cirak	cirak	PROPN
easat-1545	194	6	,	,	PUNCT
easat-1545	194	7	“	"	PUNCT
easat-1545	194	8	modelling	modelling	NOUN
easat-1545	194	9	and	and	CCONJ
easat-1545	194	10	simulation	simulation	NOUN
easat-1545	194	11	of	of	ADP
easat-1545	194	12	photovoltaic	photovoltaic	NOUN
easat-1545	194	13	systems	system	NOUN
easat-1545	194	14	using	use	VERB
easat-1545	194	15	matlab	matlab	PROPN
easat-1545	194	16	/	/	SYM
easat-1545	194	17	simulink	simulink	PROPN
easat-1545	194	18	,	,	PUNCT
easat-1545	194	19	”	"	PUNCT
easat-1545	194	20	wseas	wseas	NOUN
easat-1545	194	21	transactions	transaction	NOUN
easat-1545	194	22	on	on	ADP
easat-1545	194	23	power	power	NOUN
easat-1545	194	24	systems	system	NOUN
easat-1545	194	25	,	,	PUNCT
easat-1545	194	26	vol	vol	NOUN
easat-1545	194	27	.	.	PROPN
easat-1545	194	28	18	18	NUM
easat-1545	194	29	,	,	PUNCT
easat-1545	194	30	p.	p.	NOUN
easat-1545	194	31	49–56	49–56	NUM
easat-1545	194	32	,	,	PUNCT
easat-1545	194	33	2023	2023	NUM
easat-1545	194	34	,	,	PUNCT
easat-1545	194	35	doi	doi	NOUN
easat-1545	194	36	:	:	PUNCT
easat-1545	194	37	10.37394/232016.2023.18.6	10.37394/232016.2023.18.6	NUM
easat-1545	194	38	.	.	PUNCT
easat-1545	195	1	[	[	X
easat-1545	195	2	18	18	NUM
easat-1545	195	3	]	]	X
easat-1545	195	4	v.	v.	CCONJ
easat-1545	195	5	vai	vai	PROPN
easat-1545	195	6	,	,	PUNCT
easat-1545	195	7	s.	s.	PROPN
easat-1545	195	8	chhorn	chhorn	VERB
easat-1545	195	9	,	,	PUNCT
easat-1545	195	10	r.	r.	PROPN
easat-1545	195	11	chhim	chhim	PROPN
easat-1545	195	12	,	,	PUNCT
easat-1545	195	13	s.	s.	PROPN
easat-1545	195	14	tep	tep	PROPN
easat-1545	195	15	,	,	PUNCT
easat-1545	195	16	and	and	CCONJ
easat-1545	195	17	l.	l.	PROPN
easat-1545	195	18	bun	bun	PROPN
easat-1545	195	19	,	,	PUNCT
easat-1545	195	20	“	"	PUNCT
easat-1545	195	21	modeling	modeling	NOUN
easat-1545	195	22	and	and	CCONJ
easat-1545	195	23	simulation	simulation	NOUN
easat-1545	195	24	of	of	ADP
easat-1545	195	25	pv	pv	NOUN
easat-1545	195	26	module	module	NOUN
easat-1545	195	27	for	for	ADP
easat-1545	195	28	estimating	estimate	VERB
easat-1545	195	29	energy	energy	NOUN
easat-1545	195	30	production	production	NOUN
easat-1545	195	31	under	under	ADP
easat-1545	195	32	uncertainties	uncertainty	NOUN
easat-1545	195	33	,	,	PUNCT
easat-1545	195	34	”	"	PUNCT
easat-1545	195	35	in	in	ADP
easat-1545	195	36	2020	2020	NUM
easat-1545	195	37	8th	8th	ADJ
easat-1545	195	38	international	international	ADJ
easat-1545	195	39	electrical	electrical	ADJ
easat-1545	195	40	engineering	engineering	NOUN
easat-1545	195	41	congress	congress	PROPN
easat-1545	195	42	,	,	PUNCT
easat-1545	195	43	ieecon	ieecon	NOUN
easat-1545	195	44	2020	2020	NUM
easat-1545	195	45	,	,	PUNCT
easat-1545	195	46	institute	institute	NOUN
easat-1545	195	47	of	of	ADP
easat-1545	195	48	electrical	electrical	ADJ
easat-1545	195	49	and	and	CCONJ
easat-1545	195	50	electronics	electronics	PROPN
easat-1545	195	51	engineers	engineers	PROPN
easat-1545	195	52	inc	inc	PROPN
easat-1545	195	53	.	.	PROPN
easat-1545	195	54	,	,	PUNCT
easat-1545	195	55	mar	mar	PROPN
easat-1545	195	56	.	.	PROPN
easat-1545	195	57	2020	2020	NUM
easat-1545	195	58	.	.	PUNCT
easat-1545	196	1	doi	doi	NOUN
easat-1545	196	2	:	:	PUNCT
easat-1545	196	3	10.1109	10.1109	NUM
easat-1545	196	4	/	/	SYM
easat-1545	196	5	ieecon48109.2020.229578	ieecon48109.2020.229578	PROPN
easat-1545	196	6	.	.	PUNCT
easat-1545	197	1	[	[	X
easat-1545	197	2	19	19	NUM
easat-1545	197	3	]	]	X
easat-1545	197	4	g.	g.	PROPN
easat-1545	197	5	s.	s.	PROPN
easat-1545	197	6	reddy	reddy	PROPN
easat-1545	197	7	,	,	PUNCT
easat-1545	197	8	t.	t.	PROPN
easat-1545	197	9	b.	b.	PROPN
easat-1545	197	10	reddy	reddy	PROPN
easat-1545	197	11	,	,	PUNCT
easat-1545	197	12	and	and	CCONJ
easat-1545	197	13	m.	m.	NOUN
easat-1545	197	14	v.	v.	PROPN
easat-1545	197	15	kumar	kumar	PROPN
easat-1545	197	16	,	,	PUNCT
easat-1545	197	17	“	"	PUNCT
easat-1545	197	18	a	a	DET
easat-1545	197	19	matlab	matlab	PROPN
easat-1545	197	20	based	base	VERB
easat-1545	197	21	pv	pv	NOUN
easat-1545	197	22	module	module	NOUN
easat-1545	197	23	models	model	NOUN
easat-1545	197	24	analysis	analysis	NOUN
easat-1545	197	25	under	under	ADP
easat-1545	197	26	conditions	condition	NOUN
easat-1545	197	27	of	of	ADP
easat-1545	197	28	nonuniform	nonuniform	ADJ
easat-1545	197	29	irradiance	irradiance	NOUN
easat-1545	197	30	,	,	PUNCT
easat-1545	197	31	”	"	PUNCT
easat-1545	197	32	in	in	ADP
easat-1545	197	33	energy	energy	NOUN
easat-1545	197	34	procedia	procedia	NOUN
easat-1545	197	35	,	,	PUNCT
easat-1545	197	36	elsevier	elsevier	PROPN
easat-1545	197	37	ltd	ltd	PROPN
easat-1545	197	38	,	,	PUNCT
easat-1545	197	39	2017	2017	NUM
easat-1545	197	40	,	,	PUNCT
easat-1545	197	41	pp	pp	ADJ
easat-1545	197	42	.	.	PUNCT
easat-1545	198	1	974–983	974–983	NUM
easat-1545	198	2	.	.	PUNCT
easat-1545	199	1	doi	doi	NOUN
easat-1545	199	2	:	:	PUNCT
easat-1545	199	3	10.1016	10.1016	NUM
easat-1545	199	4	/	/	SYM
easat-1545	199	5	j.egypro.2017.05.218	j.egypro.2017.05.218	NOUN
easat-1545	199	6	.	.	PUNCT
easat-1545	200	1	[	[	X
easat-1545	200	2	20	20	NUM
easat-1545	200	3	]	]	X
easat-1545	200	4	o.	o.	PROPN
easat-1545	200	5	w.	w.	PROPN
easat-1545	200	6	compaore	compaore	PROPN
easat-1545	200	7	,	,	PUNCT
easat-1545	200	8	g.	g.	PROPN
easat-1545	200	9	hoblos	hoblos	PROPN
easat-1545	200	10	,	,	PUNCT
easat-1545	200	11	and	and	CCONJ
easat-1545	200	12	z.	z.	PROPN
easat-1545	200	13	koalaga	koalaga	PROPN
easat-1545	200	14	,	,	PUNCT
easat-1545	200	15	“	"	PUNCT
easat-1545	200	16	analysis	analysis	NOUN
easat-1545	200	17	of	of	ADP
easat-1545	200	18	the	the	DET
easat-1545	200	19	impact	impact	NOUN
easat-1545	200	20	of	of	ADP
easat-1545	200	21	faults	fault	NOUN
easat-1545	200	22	in	in	ADP
easat-1545	200	23	a	a	DET
easat-1545	200	24	photovoltaic	photovoltaic	NOUN
easat-1545	200	25	generator	generator	NOUN
easat-1545	200	26	.	.	PUNCT
easat-1545	200	27	”	"	PUNCT
easat-1545	201	1	[	[	X
easat-1545	201	2	21	21	NUM
easat-1545	201	3	]	]	X
easat-1545	201	4	b.	b.	PROPN
easat-1545	201	5	li	li	PROPN
easat-1545	201	6	,	,	PUNCT
easat-1545	201	7	c.	c.	PROPN
easat-1545	201	8	delpha	delpha	PROPN
easat-1545	201	9	,	,	PUNCT
easat-1545	201	10	a.	a.	PROPN
easat-1545	201	11	migan	migan	PROPN
easat-1545	201	12	-	-	PUNCT
easat-1545	201	13	dubois	dubois	PROPN
easat-1545	201	14	,	,	PUNCT
easat-1545	201	15	and	and	CCONJ
easat-1545	201	16	d.	d.	PROPN
easat-1545	201	17	diallo	diallo	PROPN
easat-1545	201	18	,	,	PUNCT
easat-1545	201	19	“	"	PUNCT
easat-1545	201	20	fault	fault	VERB
easat-1545	201	21	diagnosis	diagnosis	NOUN
easat-1545	201	22	of	of	ADP
easat-1545	201	23	photovoltaic	photovoltaic	NOUN
easat-1545	201	24	panels	panel	NOUN
easat-1545	201	25	using	use	VERB
easat-1545	201	26	full	full	ADJ
easat-1545	201	27	i	i	PROPN
easat-1545	201	28	–	–	PUNCT
easat-1545	201	29	v	v	NOUN
easat-1545	201	30	characteristics	characteristic	NOUN
easat-1545	201	31	and	and	CCONJ
easat-1545	201	32	machine	machine	NOUN
easat-1545	201	33	learning	learn	VERB
easat-1545	201	34	techniques	technique	NOUN
easat-1545	201	35	,	,	PUNCT
easat-1545	201	36	”	"	PUNCT
easat-1545	201	37	energy	energy	NOUN
easat-1545	201	38	convers	conver	NOUN
easat-1545	201	39	manag	manag	PROPN
easat-1545	201	40	,	,	PUNCT
easat-1545	201	41	vol	vol	NOUN
easat-1545	201	42	.	.	PROPN
easat-1545	201	43	248	248	NUM
easat-1545	201	44	,	,	PUNCT
easat-1545	201	45	nov	nov	PROPN
easat-1545	201	46	.	.	PROPN
easat-1545	201	47	2021	2021	NUM
easat-1545	201	48	,	,	PUNCT
easat-1545	201	49	doi	doi	NOUN
easat-1545	201	50	:	:	PUNCT
easat-1545	201	51	10.1016	10.1016	NUM
easat-1545	201	52	/	/	SYM
easat-1545	201	53	j.enconman.2021.114785	j.enconman.2021.114785	PROPN
easat-1545	201	54	.	.	PUNCT
easat-1545	202	1	[	[	X
easat-1545	202	2	22	22	NUM
easat-1545	202	3	]	]	X
easat-1545	202	4	g.	g.	PROPN
easat-1545	202	5	m.	m.	PROPN
easat-1545	202	6	toche	toche	PROPN
easat-1545	202	7	tchio	tchio	PROPN
easat-1545	202	8	,	,	PUNCT
easat-1545	202	9	j.	j.	PROPN
easat-1545	202	10	kenfack	kenfack	PROPN
easat-1545	202	11	,	,	PUNCT
easat-1545	202	12	j.	j.	PROPN
easat-1545	202	13	voufo	voufo	PROPN
easat-1545	202	14	,	,	PUNCT
easat-1545	202	15	y.	y.	PROPN
easat-1545	202	16	a.	a.	NOUN
easat-1545	202	17	mindzié	mindzié	PROPN
easat-1545	202	18	,	,	PUNCT
easat-1545	202	19	and	and	CCONJ
easat-1545	202	20	s.	s.	PROPN
easat-1545	202	21	s.	s.	PROPN
easat-1545	202	22	ouro	ouro	PROPN
easat-1545	202	23	-	-	PUNCT
easat-1545	202	24	djobo	djobo	NOUN
easat-1545	202	25	,	,	PUNCT
easat-1545	202	26	“	"	PUNCT
easat-1545	202	27	diagnosing	diagnose	VERB
easat-1545	202	28	faults	fault	NOUN
easat-1545	202	29	in	in	ADP
easat-1545	202	30	a	a	DET
easat-1545	202	31	photovoltaic	photovoltaic	NOUN
easat-1545	202	32	system	system	NOUN
easat-1545	202	33	using	use	VERB
easat-1545	202	34	the	the	DET
easat-1545	202	35	extra	extra	ADJ
easat-1545	202	36	trees	tree	NOUN
easat-1545	202	37	ensemble	ensemble	ADJ
easat-1545	202	38	algorithm	algorithm	NOUN
easat-1545	202	39	”	"	PUNCT
easat-1545	202	40	,	,	PUNCT
easat-1545	202	41	aims	aim	VERB
easat-1545	202	42	energy	energy	NOUN
easat-1545	202	43	,	,	PUNCT
easat-1545	202	44	12(4),727	12(4),727	NUM
easat-1545	202	45	-	-	SYM
easat-1545	202	46	750	750	NUM
easat-1545	202	47	,	,	PUNCT
easat-1545	202	48	doi	doi	NOUN
easat-1545	202	49	:	:	PUNCT
easat-1545	202	50	10.3934	10.3934	NUM
easat-1545	202	51	/	/	SYM
easat-1545	202	52	energy.2024034	energy.2024034	X
easat-1545	203	1	[	[	X
easat-1545	203	2	23	23	NUM
easat-1545	203	3	]	]	X
easat-1545	203	4	s.	s.	PROPN
easat-1545	203	5	obukhov	obukhov	PROPN
easat-1545	203	6	,	,	PUNCT
easat-1545	203	7	i.	i.	NOUN
easat-1545	203	8	plotnikov	plotnikov	PROPN
easat-1545	203	9	,	,	PUNCT
easat-1545	203	10	and	and	CCONJ
easat-1545	203	11	m.	m.	PROPN
easat-1545	203	12	kryuchkova	kryuchkova	PROPN
easat-1545	203	13	,	,	PUNCT
easat-1545	203	14	“	"	PUNCT
easat-1545	203	15	simulation	simulation	NOUN
easat-1545	203	16	of	of	ADP
easat-1545	203	17	electrical	electrical	ADJ
easat-1545	203	18	characteristics	characteristic	NOUN
easat-1545	203	19	of	of	ADP
easat-1545	203	20	a	a	DET
easat-1545	203	21	solar	solar	ADJ
easat-1545	203	22	panel	panel	NOUN
easat-1545	203	23	,	,	PUNCT
easat-1545	203	24	”	"	PUNCT
easat-1545	203	25	in	in	ADP
easat-1545	203	26	iop	iop	PROPN
easat-1545	203	27	conference	conference	NOUN
easat-1545	203	28	series	series	NOUN
easat-1545	203	29	:	:	PUNCT
easat-1545	203	30	materials	material	NOUN
easat-1545	203	31	science	science	NOUN
easat-1545	203	32	and	and	CCONJ
easat-1545	203	33	engineering	engineering	NOUN
easat-1545	203	34	,	,	PUNCT
easat-1545	203	35	institute	institute	NOUN
easat-1545	203	36	of	of	ADP
easat-1545	203	37	physics	physics	PROPN
easat-1545	203	38	publishing	publishing	PROPN
easat-1545	203	39	,	,	PUNCT
easat-1545	203	40	jun	jun	PROPN
easat-1545	203	41	.	.	PROPN
easat-1545	203	42	2016	2016	NUM
easat-1545	203	43	.	.	PUNCT
easat-1545	204	1	doi	doi	NOUN
easat-1545	204	2	:	:	PUNCT
easat-1545	204	3	10.1088/1757899x/132/1/012017	10.1088/1757899x/132/1/012017	NUM
easat-1545	204	4	.	.	PUNCT
easat-1545	205	1	[	[	X
easat-1545	205	2	24	24	NUM
easat-1545	205	3	]	]	PUNCT
easat-1545	205	4	j.	j.	PROPN
easat-1545	205	5	zhang	zhang	PROPN
easat-1545	205	6	,	,	PUNCT
easat-1545	205	7	z.	z.	PROPN
easat-1545	205	8	yang	yang	PROPN
easat-1545	205	9	,	,	PUNCT
easat-1545	205	10	k.	k.	PROPN
easat-1545	205	11	ding	ding	PROPN
easat-1545	205	12	,	,	PUNCT
easat-1545	205	13	l.	l.	PROPN
easat-1545	205	14	feng	feng	PROPN
easat-1545	205	15	,	,	PUNCT
easat-1545	205	16	f.	f.	PROPN
easat-1545	205	17	hamelmann	hamelmann	PROPN
easat-1545	205	18	,	,	PUNCT
easat-1545	205	19	x.	x.	PROPN
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easat-1545	205	21	,	,	PUNCT
easat-1545	205	22	y.	y.	PROPN
easat-1545	205	23	liu	liu	PROPN
easat-1545	205	24	and	and	CCONJ
easat-1545	205	25	l.	l.	PROPN
easat-1545	205	26	chen	chen	PROPN
easat-1545	205	27	,	,	PUNCT
easat-1545	205	28	“	"	PUNCT
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easat-1545	205	30	of	of	ADP
easat-1545	205	31	photovoltaic	photovoltaic	NOUN
easat-1545	205	32	array	array	NOUN
easat-1545	205	33	based	base	VERB
easat-1545	205	34	on	on	ADP
easat-1545	205	35	multi	multi	ADJ
easat-1545	205	36	-	-	ADJ
easat-1545	205	37	agent	agent	ADJ
easat-1545	205	38	deep	deep	ADJ
easat-1545	205	39	reinforcement	reinforcement	NOUN
easat-1545	205	40	learning	learning	NOUN
easat-1545	205	41	using	use	VERB
easat-1545	205	42	residuals	residual	NOUN
easat-1545	205	43	of	of	ADP
easat-1545	205	44	i	i	PRON
easat-1545	205	45	–	–	PUNCT
easat-1545	205	46	v	v	NUM
easat-1545	205	47	characteristics	characteristic	NOUN
easat-1545	205	48	,	,	PUNCT
easat-1545	205	49	”	"	PUNCT
easat-1545	205	50	energies	energy	NOUN
easat-1545	205	51	(	(	PUNCT
easat-1545	205	52	basel	basel	PROPN
easat-1545	205	53	)	)	PUNCT
easat-1545	205	54	,	,	PUNCT
easat-1545	205	55	vol	vol	NOUN
easat-1545	205	56	.	.	PROPN
easat-1545	205	57	15	15	NUM
easat-1545	205	58	,	,	PUNCT
easat-1545	205	59	no	no	INTJ
easat-1545	205	60	.	.	NOUN
easat-1545	205	61	18	18	NUM
easat-1545	205	62	,	,	PUNCT
easat-1545	205	63	sep	sep	PROPN
easat-1545	205	64	.	.	PROPN
easat-1545	205	65	2022	2022	NUM
easat-1545	205	66	,	,	PUNCT
easat-1545	205	67	doi	doi	NOUN
easat-1545	205	68	:	:	PUNCT
easat-1545	205	69	10.3390	10.3390	NUM
easat-1545	205	70	/	/	SYM
easat-1545	205	71	en15186567	en15186567	NOUN
easat-1545	205	72	.	.	PUNCT