id	sid	tid	token	lemma	pos
cana-4525	1	1	communications	communication	NOUN
cana-4525	1	2	on	on	ADP
cana-4525	1	3	applied	apply	VERB
cana-4525	1	4	nonlinear	nonlinear	ADJ
cana-4525	1	5	analysis	analysis	NOUN
cana-4525	1	6	issn	issn	NOUN
cana-4525	1	7	:	:	PUNCT
cana-4525	1	8	1074	1074	NUM
cana-4525	1	9	-	-	PUNCT
cana-4525	1	10	133x	133x	NUM
cana-4525	1	11	vol	vol	NOUN
cana-4525	1	12	32	32	NUM
cana-4525	1	13	no	no	NOUN
cana-4525	1	14	.	.	PUNCT
cana-4525	2	1	9s	9s	NUM
cana-4525	2	2	(	(	PUNCT
cana-4525	2	3	2025	2025	NUM
cana-4525	2	4	)	)	PUNCT
cana-4525	2	5	2380	2380	NUM
cana-4525	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	3	2	development	development	NOUN
cana-4525	3	3	of	of	ADP
cana-4525	3	4	machine	machine	NOUN
cana-4525	3	5	learning	learning	NOUN
cana-4525	3	6	based	base	VERB
cana-4525	3	7	hybrid	hybrid	ADJ
cana-4525	3	8	power	power	NOUN
cana-4525	3	9	generation	generation	NOUN
cana-4525	3	10	system	system	NOUN
cana-4525	3	11	for	for	ADP
cana-4525	3	12	rural	rural	ADJ
cana-4525	3	13	electrification	electrification	NOUN
cana-4525	3	14	vineeth	vineeth	PROPN
cana-4525	3	15	kumar	kumar	PROPN
cana-4525	3	16	p	p	PROPN
cana-4525	3	17	k1	k1	PROPN
cana-4525	3	18	,	,	PUNCT
cana-4525	3	19	jijesh	jijesh	PROPN
cana-4525	3	20	j	j	PROPN
cana-4525	3	21	j2	j2	PROPN
cana-4525	3	22	,	,	PUNCT
cana-4525	3	23	lakshmi	lakshmi	PROPN
cana-4525	3	24	manasa	manasa	PROPN
cana-4525	3	25	b3	b3	PROPN
cana-4525	3	26	,	,	PUNCT
cana-4525	3	27	ramya	ramya	PROPN
cana-4525	3	28	p4	p4	PROPN
cana-4525	3	29	,	,	PUNCT
cana-4525	3	30	swetha	swetha	PROPN
cana-4525	3	31	s	s	PART
cana-4525	3	32	kulkarni5	kulkarni5	PROPN
cana-4525	3	33	1vineethkumarpk@gmail.com	1vineethkumarpk@gmail.com	PROPN
cana-4525	3	34	,	,	PUNCT
cana-4525	3	35	department	department	NOUN
cana-4525	3	36	of	of	ADP
cana-4525	3	37	electronics	electronic	NOUN
cana-4525	3	38	and	and	CCONJ
cana-4525	3	39	communication	communication	NOUN
cana-4525	3	40	engineering	engineering	NOUN
cana-4525	3	41	,	,	PUNCT
cana-4525	3	42	sri	sri	PROPN
cana-4525	3	43	venkateshwara	venkateshwara	PROPN
cana-4525	3	44	college	college	PROPN
cana-4525	3	45	of	of	ADP
cana-4525	3	46	engineering	engineering	PROPN
cana-4525	3	47	,	,	PUNCT
cana-4525	3	48	visvesvaraya	visvesvaraya	ADP
cana-4525	3	49	technological	technological	ADJ
cana-4525	3	50	university	university	NOUN
cana-4525	3	51	(	(	PUNCT
cana-4525	3	52	vtu	vtu	NOUN
cana-4525	3	53	)	)	PUNCT
cana-4525	3	54	,	,	PUNCT
cana-4525	3	55	bengaluru	bengaluru	PROPN
cana-4525	3	56	2jijeshjj4u@gmail.com	2jijeshjj4u@gmail.com	NUM
cana-4525	3	57	,	,	PUNCT
cana-4525	3	58	department	department	NOUN
cana-4525	3	59	of	of	ADP
cana-4525	3	60	electronics	electronic	NOUN
cana-4525	3	61	and	and	CCONJ
cana-4525	3	62	communication	communication	NOUN
cana-4525	3	63	engineering	engineering	NOUN
cana-4525	3	64	,	,	PUNCT
cana-4525	3	65	sri	sri	PROPN
cana-4525	3	66	venkateshwara	venkateshwara	PROPN
cana-4525	3	67	college	college	PROPN
cana-4525	3	68	of	of	ADP
cana-4525	3	69	engineering	engineering	PROPN
cana-4525	3	70	,	,	PUNCT
cana-4525	3	71	visvesvaraya	visvesvaraya	ADP
cana-4525	3	72	technological	technological	ADJ
cana-4525	3	73	university	university	NOUN
cana-4525	3	74	(	(	PUNCT
cana-4525	3	75	vtu	vtu	NOUN
cana-4525	3	76	)	)	PUNCT
cana-4525	3	77	,	,	PUNCT
cana-4525	3	78	bengaluru	bengaluru	PROPN
cana-4525	3	79	3manasa.7006@gmail.com	3manasa.7006@gmail.com	PROPN
cana-4525	3	80	,	,	PUNCT
cana-4525	3	81	department	department	NOUN
cana-4525	3	82	of	of	ADP
cana-4525	3	83	electronics	electronic	NOUN
cana-4525	3	84	and	and	CCONJ
cana-4525	3	85	communication	communication	NOUN
cana-4525	3	86	engineering	engineering	NOUN
cana-4525	3	87	,	,	PUNCT
cana-4525	3	88	sri	sri	PROPN
cana-4525	3	89	venkateshwara	venkateshwara	PROPN
cana-4525	3	90	college	college	PROPN
cana-4525	3	91	of	of	ADP
cana-4525	3	92	engineering	engineering	PROPN
cana-4525	3	93	,	,	PUNCT
cana-4525	3	94	visvesvaraya	visvesvaraya	ADP
cana-4525	3	95	technological	technological	ADJ
cana-4525	3	96	university	university	NOUN
cana-4525	3	97	(	(	PUNCT
cana-4525	3	98	vtu	vtu	NOUN
cana-4525	3	99	)	)	PUNCT
cana-4525	3	100	,	,	PUNCT
cana-4525	3	101	bengaluru	bengaluru	PROPN
cana-4525	3	102	4ramyap040@gmail.com	4ramyap040@gmail.com	NUM
cana-4525	3	103	,	,	PUNCT
cana-4525	3	104	department	department	NOUN
cana-4525	3	105	of	of	ADP
cana-4525	3	106	electronics	electronic	NOUN
cana-4525	3	107	and	and	CCONJ
cana-4525	3	108	communication	communication	NOUN
cana-4525	3	109	engineering	engineering	NOUN
cana-4525	3	110	,	,	PUNCT
cana-4525	3	111	sri	sri	PROPN
cana-4525	3	112	venkateshwara	venkateshwara	PROPN
cana-4525	3	113	college	college	PROPN
cana-4525	3	114	of	of	ADP
cana-4525	3	115	engineering	engineering	PROPN
cana-4525	3	116	,	,	PUNCT
cana-4525	3	117	visvesvaraya	visvesvaraya	ADP
cana-4525	3	118	technological	technological	ADJ
cana-4525	3	119	university	university	NOUN
cana-4525	3	120	(	(	PUNCT
cana-4525	3	121	vtu	vtu	NOUN
cana-4525	3	122	)	)	PUNCT
cana-4525	3	123	,	,	PUNCT
cana-4525	3	124	bengaluru	bengaluru	PROPN
cana-4525	3	125	5shwetask85@gmail.com	5shwetask85@gmail.com	NUM
cana-4525	3	126	,	,	PUNCT
cana-4525	3	127	department	department	NOUN
cana-4525	3	128	of	of	ADP
cana-4525	3	129	electronics	electronic	NOUN
cana-4525	3	130	and	and	CCONJ
cana-4525	3	131	communication	communication	NOUN
cana-4525	3	132	engineering	engineering	NOUN
cana-4525	3	133	,	,	PUNCT
cana-4525	3	134	sri	sri	PROPN
cana-4525	3	135	venkateshwara	venkateshwara	PROPN
cana-4525	3	136	college	college	PROPN
cana-4525	3	137	of	of	ADP
cana-4525	3	138	engineering	engineering	PROPN
cana-4525	3	139	,	,	PUNCT
cana-4525	3	140	visvesvaraya	visvesvaraya	ADP
cana-4525	3	141	technological	technological	ADJ
cana-4525	3	142	university	university	NOUN
cana-4525	3	143	(	(	PUNCT
cana-4525	3	144	vtu	vtu	NOUN
cana-4525	3	145	)	)	PUNCT
cana-4525	3	146	,	,	PUNCT
cana-4525	3	147	bengaluru	bengaluru	PROPN
cana-4525	3	148	article	article	NOUN
cana-4525	3	149	history	history	NOUN
cana-4525	3	150	:	:	PUNCT
cana-4525	3	151	received	receive	VERB
cana-4525	3	152	:	:	PUNCT
cana-4525	3	153	12	12	NUM
cana-4525	3	154	-	-	SYM
cana-4525	3	155	01	01	NUM
cana-4525	3	156	-	-	PUNCT
cana-4525	3	157	2025	2025	NUM
cana-4525	3	158	revised	revise	VERB
cana-4525	3	159	:	:	PUNCT
cana-4525	3	160	15	15	NUM
cana-4525	3	161	-	-	NUM
cana-4525	3	162	02	02	NUM
cana-4525	3	163	-	-	PUNCT
cana-4525	3	164	2025	2025	NUM
cana-4525	3	165	accepted	accept	VERB
cana-4525	3	166	:	:	PUNCT
cana-4525	3	167	01	01	NUM
cana-4525	3	168	-	-	SYM
cana-4525	3	169	03	03	NUM
cana-4525	3	170	-	-	PUNCT
cana-4525	3	171	2025	2025	NUM
cana-4525	3	172	abstract	abstract	NOUN
cana-4525	3	173	:	:	PUNCT
cana-4525	3	174	introduction	introduction	NOUN
cana-4525	3	175	:	:	PUNCT
cana-4525	3	176	electrifying	electrify	VERB
cana-4525	3	177	rural	rural	ADJ
cana-4525	3	178	areas	area	NOUN
cana-4525	3	179	in	in	ADP
cana-4525	3	180	developing	develop	VERB
cana-4525	3	181	countries	country	NOUN
cana-4525	3	182	presents	present	VERB
cana-4525	3	183	numerous	numerous	ADJ
cana-4525	3	184	challenges	challenge	NOUN
cana-4525	3	185	,	,	PUNCT
cana-4525	3	186	including	include	VERB
cana-4525	3	187	the	the	DET
cana-4525	3	188	limited	limited	ADJ
cana-4525	3	189	reach	reach	NOUN
cana-4525	3	190	of	of	ADP
cana-4525	3	191	conventional	conventional	ADJ
cana-4525	3	192	power	power	NOUN
cana-4525	3	193	grids	grid	NOUN
cana-4525	3	194	,	,	PUNCT
cana-4525	3	195	high	high	ADJ
cana-4525	3	196	upfront	upfront	ADJ
cana-4525	3	197	infrastructure	infrastructure	NOUN
cana-4525	3	198	costs	cost	NOUN
cana-4525	3	199	,	,	PUNCT
cana-4525	3	200	and	and	CCONJ
cana-4525	3	201	insufficient	insufficient	ADJ
cana-4525	3	202	maintenance	maintenance	NOUN
cana-4525	3	203	capabilities	capability	NOUN
cana-4525	3	204	.	.	PUNCT
cana-4525	4	1	additionally	additionally	ADV
cana-4525	4	2	,	,	PUNCT
cana-4525	4	3	regulatory	regulatory	ADJ
cana-4525	4	4	restrictions	restriction	NOUN
cana-4525	4	5	and	and	CCONJ
cana-4525	4	6	logistical	logistical	ADJ
cana-4525	4	7	obstacles	obstacle	NOUN
cana-4525	4	8	,	,	PUNCT
cana-4525	4	9	such	such	ADJ
cana-4525	4	10	as	as	ADP
cana-4525	4	11	difficulties	difficulty	NOUN
cana-4525	4	12	in	in	ADP
cana-4525	4	13	transportation	transportation	NOUN
cana-4525	4	14	and	and	CCONJ
cana-4525	4	15	security	security	NOUN
cana-4525	4	16	concerns	concern	NOUN
cana-4525	4	17	,	,	PUNCT
cana-4525	4	18	further	far	ADV
cana-4525	4	19	complicate	complicate	VERB
cana-4525	4	20	efforts	effort	NOUN
cana-4525	4	21	to	to	PART
cana-4525	4	22	expand	expand	VERB
cana-4525	4	23	electricity	electricity	NOUN
cana-4525	4	24	access	access	NOUN
cana-4525	4	25	.	.	PUNCT
cana-4525	5	1	overcoming	overcome	VERB
cana-4525	5	2	these	these	DET
cana-4525	5	3	barriers	barrier	NOUN
cana-4525	5	4	necessitates	necessitate	VERB
cana-4525	5	5	the	the	DET
cana-4525	5	6	implementation	implementation	NOUN
cana-4525	5	7	of	of	ADP
cana-4525	5	8	a	a	DET
cana-4525	5	9	dependable	dependable	ADJ
cana-4525	5	10	and	and	CCONJ
cana-4525	5	11	economically	economically	ADV
cana-4525	5	12	viable	viable	ADJ
cana-4525	5	13	solution	solution	NOUN
cana-4525	5	14	that	that	PRON
cana-4525	5	15	can	can	AUX
cana-4525	5	16	provide	provide	VERB
cana-4525	5	17	a	a	DET
cana-4525	5	18	consistent	consistent	ADJ
cana-4525	5	19	and	and	CCONJ
cana-4525	5	20	sustainable	sustainable	ADJ
cana-4525	5	21	power	power	NOUN
cana-4525	5	22	supply	supply	NOUN
cana-4525	5	23	,	,	PUNCT
cana-4525	5	24	ensuring	ensure	VERB
cana-4525	5	25	long	long	ADJ
cana-4525	5	26	-	-	PUNCT
cana-4525	5	27	term	term	NOUN
cana-4525	5	28	benefits	benefit	NOUN
cana-4525	5	29	for	for	ADP
cana-4525	5	30	rural	rural	ADJ
cana-4525	5	31	communities	community	NOUN
cana-4525	5	32	.	.	PUNCT
cana-4525	6	1	objectives	objective	NOUN
cana-4525	6	2	:	:	PUNCT
cana-4525	6	3	this	this	DET
cana-4525	6	4	study	study	NOUN
cana-4525	6	5	is	be	AUX
cana-4525	6	6	dedicated	dedicate	VERB
cana-4525	6	7	to	to	ADP
cana-4525	6	8	the	the	DET
cana-4525	6	9	development	development	NOUN
cana-4525	6	10	of	of	ADP
cana-4525	6	11	a	a	DET
cana-4525	6	12	hybrid	hybrid	ADJ
cana-4525	6	13	power	power	NOUN
cana-4525	6	14	generation	generation	NOUN
cana-4525	6	15	(	(	PUNCT
cana-4525	6	16	hpg	hpg	NOUN
cana-4525	6	17	)	)	PUNCT
cana-4525	6	18	system	system	NOUN
cana-4525	6	19	that	that	PRON
cana-4525	6	20	combines	combine	VERB
cana-4525	6	21	multiple	multiple	ADJ
cana-4525	6	22	renewable	renewable	ADJ
cana-4525	6	23	energy	energy	NOUN
cana-4525	6	24	sources	source	NOUN
cana-4525	6	25	to	to	PART
cana-4525	6	26	improve	improve	VERB
cana-4525	6	27	both	both	DET
cana-4525	6	28	reliability	reliability	NOUN
cana-4525	6	29	and	and	CCONJ
cana-4525	6	30	efficiency	efficiency	NOUN
cana-4525	6	31	.	.	PUNCT
cana-4525	7	1	the	the	DET
cana-4525	7	2	research	research	NOUN
cana-4525	7	3	emphasizes	emphasize	VERB
cana-4525	7	4	the	the	DET
cana-4525	7	5	use	use	NOUN
cana-4525	7	6	of	of	ADP
cana-4525	7	7	a	a	DET
cana-4525	7	8	machine	machine	NOUN
cana-4525	7	9	learning	learning	NOUN
cana-4525	7	10	-	-	PUNCT
cana-4525	7	11	based	base	VERB
cana-4525	7	12	approach	approach	NOUN
cana-4525	7	13	to	to	PART
cana-4525	7	14	optimize	optimize	VERB
cana-4525	7	15	power	power	NOUN
cana-4525	7	16	generation	generation	NOUN
cana-4525	7	17	by	by	ADP
cana-4525	7	18	implementing	implement	VERB
cana-4525	7	19	a	a	DET
cana-4525	7	20	real	real	ADJ
cana-4525	7	21	-	-	PUNCT
cana-4525	7	22	time	time	NOUN
cana-4525	7	23	maximum	maximum	ADJ
cana-4525	7	24	power	power	NOUN
cana-4525	7	25	point	point	NOUN
cana-4525	7	26	tracking	tracking	NOUN
cana-4525	7	27	(	(	PUNCT
cana-4525	7	28	mppt	mppt	NOUN
cana-4525	7	29	)	)	PUNCT
cana-4525	7	30	technique	technique	NOUN
cana-4525	7	31	.	.	PUNCT
cana-4525	8	1	this	this	PRON
cana-4525	8	2	ensures	ensure	VERB
cana-4525	8	3	optimal	optimal	ADJ
cana-4525	8	4	energy	energy	NOUN
cana-4525	8	5	conversion	conversion	NOUN
cana-4525	8	6	,	,	PUNCT
cana-4525	8	7	even	even	ADV
cana-4525	8	8	under	under	ADP
cana-4525	8	9	dynamic	dynamic	ADJ
cana-4525	8	10	environmental	environmental	ADJ
cana-4525	8	11	conditions	condition	NOUN
cana-4525	8	12	such	such	ADJ
cana-4525	8	13	as	as	ADP
cana-4525	8	14	fluctuations	fluctuation	NOUN
cana-4525	8	15	in	in	ADP
cana-4525	8	16	sunlight	sunlight	NOUN
cana-4525	8	17	and	and	CCONJ
cana-4525	8	18	wind	wind	NOUN
cana-4525	8	19	speed	speed	NOUN
cana-4525	8	20	,	,	PUNCT
cana-4525	8	21	ultimately	ultimately	ADV
cana-4525	8	22	enhancing	enhance	VERB
cana-4525	8	23	the	the	DET
cana-4525	8	24	system	system	NOUN
cana-4525	8	25	’s	’s	PART
cana-4525	8	26	overall	overall	ADJ
cana-4525	8	27	performance	performance	NOUN
cana-4525	8	28	and	and	CCONJ
cana-4525	8	29	sustainability	sustainability	NOUN
cana-4525	8	30	.	.	PUNCT
cana-4525	9	1	methods	method	NOUN
cana-4525	9	2	:	:	PUNCT
cana-4525	9	3	the	the	DET
cana-4525	9	4	proposed	propose	VERB
cana-4525	9	5	hybrid	hybrid	NOUN
cana-4525	9	6	power	power	NOUN
cana-4525	9	7	generation	generation	NOUN
cana-4525	9	8	(	(	PUNCT
cana-4525	9	9	hpg	hpg	NOUN
cana-4525	9	10	)	)	PUNCT
cana-4525	9	11	system	system	NOUN
cana-4525	9	12	integrates	integrate	VERB
cana-4525	9	13	solar	solar	ADJ
cana-4525	9	14	and	and	CCONJ
cana-4525	9	15	wind	wind	NOUN
cana-4525	9	16	energy	energy	NOUN
cana-4525	9	17	sources	source	NOUN
cana-4525	9	18	using	use	VERB
cana-4525	9	19	a	a	DET
cana-4525	9	20	dual	dual	ADJ
cana-4525	9	21	-	-	PUNCT
cana-4525	9	22	input	input	NOUN
cana-4525	9	23	dc	dc	PROPN
cana-4525	9	24	-	-	PUNCT
cana-4525	9	25	dc	dc	PROPN
cana-4525	9	26	buck	buck	NOUN
cana-4525	9	27	-	-	PUNCT
cana-4525	9	28	boost	boost	NOUN
cana-4525	9	29	converter	converter	NOUN
cana-4525	9	30	,	,	PUNCT
cana-4525	9	31	which	which	PRON
cana-4525	9	32	allows	allow	VERB
cana-4525	9	33	both	both	DET
cana-4525	9	34	sources	source	NOUN
cana-4525	9	35	to	to	PART
cana-4525	9	36	function	function	VERB
cana-4525	9	37	independently	independently	ADV
cana-4525	9	38	while	while	SCONJ
cana-4525	9	39	maintaining	maintain	VERB
cana-4525	9	40	simultaneous	simultaneous	ADJ
cana-4525	9	41	operation	operation	NOUN
cana-4525	9	42	.	.	PUNCT
cana-4525	10	1	this	this	DET
cana-4525	10	2	integration	integration	NOUN
cana-4525	10	3	enhances	enhance	VERB
cana-4525	10	4	the	the	DET
cana-4525	10	5	system	system	NOUN
cana-4525	10	6	’s	’s	PART
cana-4525	10	7	reliability	reliability	NOUN
cana-4525	10	8	and	and	CCONJ
cana-4525	10	9	ensures	ensure	VERB
cana-4525	10	10	a	a	DET
cana-4525	10	11	stable	stable	ADJ
cana-4525	10	12	power	power	NOUN
cana-4525	10	13	supply	supply	NOUN
cana-4525	10	14	.	.	PUNCT
cana-4525	11	1	to	to	PART
cana-4525	11	2	optimize	optimize	VERB
cana-4525	11	3	the	the	DET
cana-4525	11	4	maximum	maximum	ADJ
cana-4525	11	5	power	power	NOUN
cana-4525	11	6	point	point	NOUN
cana-4525	11	7	tracking	tracking	NOUN
cana-4525	11	8	(	(	PUNCT
cana-4525	11	9	mppt	mppt	PROPN
cana-4525	11	10	)	)	PUNCT
cana-4525	11	11	process	process	NOUN
cana-4525	11	12	,	,	PUNCT
cana-4525	11	13	a	a	DET
cana-4525	11	14	linear	linear	ADJ
cana-4525	11	15	regression	regression	NOUN
cana-4525	11	16	-	-	PUNCT
cana-4525	11	17	based	base	VERB
cana-4525	11	18	machine	machine	NOUN
cana-4525	11	19	learning	learn	VERB
cana-4525	11	20	algorithm	algorithm	NOUN
cana-4525	11	21	is	be	AUX
cana-4525	11	22	employed	employ	VERB
cana-4525	11	23	,	,	PUNCT
cana-4525	11	24	which	which	PRON
cana-4525	11	25	dynamically	dynamically	ADV
cana-4525	11	26	adjusts	adjust	VERB
cana-4525	11	27	the	the	DET
cana-4525	11	28	duty	duty	NOUN
cana-4525	11	29	cycle	cycle	NOUN
cana-4525	11	30	of	of	ADP
cana-4525	11	31	the	the	DET
cana-4525	11	32	converter	converter	NOUN
cana-4525	11	33	through	through	ADP
cana-4525	11	34	a	a	DET
cana-4525	11	35	microcontroller	microcontroller	NOUN
cana-4525	11	36	-	-	PUNCT
cana-4525	11	37	driven	drive	VERB
cana-4525	11	38	data	datum	NOUN
cana-4525	11	39	storage	storage	NOUN
cana-4525	11	40	unit	unit	NOUN
cana-4525	11	41	.	.	PUNCT
cana-4525	12	1	this	this	DET
cana-4525	12	2	algorithm	algorithm	NOUN
cana-4525	12	3	effectively	effectively	ADV
cana-4525	12	4	predicts	predict	VERB
cana-4525	12	5	the	the	DET
cana-4525	12	6	optimal	optimal	ADJ
cana-4525	12	7	duty	duty	NOUN
cana-4525	12	8	cycle	cycle	NOUN
cana-4525	12	9	,	,	PUNCT
cana-4525	12	10	even	even	ADV
cana-4525	12	11	in	in	ADP
cana-4525	12	12	the	the	DET
cana-4525	12	13	presence	presence	NOUN
cana-4525	12	14	of	of	ADP
cana-4525	12	15	partial	partial	ADJ
cana-4525	12	16	shading	shading	NOUN
cana-4525	12	17	conditions	condition	NOUN
cana-4525	12	18	(	(	PUNCT
cana-4525	12	19	psc	psc	NOUN
cana-4525	12	20	)	)	PUNCT
cana-4525	12	21	and	and	CCONJ
cana-4525	12	22	rapidly	rapidly	ADV
cana-4525	12	23	changing	change	VERB
cana-4525	12	24	atmospheric	atmospheric	ADJ
cana-4525	12	25	factors	factor	NOUN
cana-4525	12	26	.	.	PUNCT
cana-4525	13	1	the	the	DET
cana-4525	13	2	system	system	NOUN
cana-4525	13	3	’s	’s	PART
cana-4525	13	4	efficiency	efficiency	NOUN
cana-4525	13	5	and	and	CCONJ
cana-4525	13	6	adaptability	adaptability	NOUN
cana-4525	13	7	are	be	AUX
cana-4525	13	8	assessed	assess	VERB
cana-4525	13	9	under	under	ADP
cana-4525	13	10	three	three	NUM
cana-4525	13	11	different	different	ADJ
cana-4525	13	12	shading	shading	NOUN
cana-4525	13	13	scenarios	scenario	NOUN
cana-4525	13	14	:	:	PUNCT
cana-4525	13	15	zero	zero	NUM
cana-4525	13	16	shading	shading	NOUN
cana-4525	13	17	,	,	PUNCT
cana-4525	13	18	weak	weak	ADJ
cana-4525	13	19	shading	shading	NOUN
cana-4525	13	20	,	,	PUNCT
cana-4525	13	21	and	and	CCONJ
cana-4525	13	22	strong	strong	ADJ
cana-4525	13	23	shading	shading	NOUN
cana-4525	13	24	,	,	PUNCT
cana-4525	13	25	demonstrating	demonstrate	VERB
cana-4525	13	26	communications	communication	NOUN
cana-4525	13	27	on	on	ADP
cana-4525	13	28	applied	apply	VERB
cana-4525	13	29	nonlinear	nonlinear	ADJ
cana-4525	13	30	analysis	analysis	NOUN
cana-4525	13	31	issn	issn	NOUN
cana-4525	13	32	:	:	PUNCT
cana-4525	13	33	1074	1074	NUM
cana-4525	13	34	-	-	PUNCT
cana-4525	13	35	133x	133x	NUM
cana-4525	13	36	vol	vol	NOUN
cana-4525	13	37	32	32	NUM
cana-4525	14	1	no	no	NOUN
cana-4525	14	2	.	.	PUNCT
cana-4525	15	1	9s	9s	NUM
cana-4525	15	2	(	(	PUNCT
cana-4525	15	3	2025	2025	NUM
cana-4525	15	4	)	)	PUNCT
cana-4525	15	5	2381	2381	NUM
cana-4525	15	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	16	1	its	its	PRON
cana-4525	16	2	capability	capability	NOUN
cana-4525	16	3	to	to	PART
cana-4525	16	4	maintain	maintain	VERB
cana-4525	16	5	consistent	consistent	ADJ
cana-4525	16	6	performance	performance	NOUN
cana-4525	16	7	across	across	ADP
cana-4525	16	8	varying	vary	VERB
cana-4525	16	9	environmental	environmental	ADJ
cana-4525	16	10	conditions	condition	NOUN
cana-4525	16	11	.	.	PUNCT
cana-4525	17	1	results	result	NOUN
cana-4525	17	2	:	:	PUNCT
cana-4525	17	3	the	the	DET
cana-4525	17	4	developed	develop	VERB
cana-4525	17	5	hybrid	hybrid	ADJ
cana-4525	17	6	power	power	NOUN
cana-4525	17	7	generation	generation	NOUN
cana-4525	17	8	(	(	PUNCT
cana-4525	17	9	hpg	hpg	NOUN
cana-4525	17	10	)	)	PUNCT
cana-4525	17	11	system	system	NOUN
cana-4525	17	12	exhibits	exhibit	VERB
cana-4525	17	13	exceptional	exceptional	ADJ
cana-4525	17	14	efficiency	efficiency	NOUN
cana-4525	17	15	across	across	ADP
cana-4525	17	16	different	different	ADJ
cana-4525	17	17	shading	shading	NOUN
cana-4525	17	18	scenarios	scenario	NOUN
cana-4525	17	19	,	,	PUNCT
cana-4525	17	20	with	with	ADP
cana-4525	17	21	recorded	recorded	ADJ
cana-4525	17	22	efficiencies	efficiency	NOUN
cana-4525	17	23	of	of	ADP
cana-4525	17	24	99.91	99.91	NUM
cana-4525	17	25	%	%	NOUN
cana-4525	17	26	in	in	ADP
cana-4525	17	27	zero	zero	NUM
cana-4525	17	28	shading	shading	NOUN
cana-4525	17	29	,	,	PUNCT
cana-4525	17	30	99.38	99.38	NUM
cana-4525	17	31	%	%	NOUN
cana-4525	17	32	in	in	ADP
cana-4525	17	33	weak	weak	ADJ
cana-4525	17	34	shading	shading	NOUN
cana-4525	17	35	,	,	PUNCT
cana-4525	17	36	and	and	CCONJ
cana-4525	17	37	99.78	99.78	NUM
cana-4525	17	38	%	%	NOUN
cana-4525	17	39	in	in	ADP
cana-4525	17	40	strong	strong	ADJ
cana-4525	17	41	shading	shading	NOUN
cana-4525	17	42	conditions	condition	NOUN
cana-4525	17	43	.	.	PUNCT
cana-4525	18	1	furthermore	furthermore	ADV
cana-4525	18	2	,	,	PUNCT
cana-4525	18	3	the	the	DET
cana-4525	18	4	system	system	NOUN
cana-4525	18	5	demonstrates	demonstrate	VERB
cana-4525	18	6	rapid	rapid	ADJ
cana-4525	18	7	response	response	NOUN
cana-4525	18	8	times	time	NOUN
cana-4525	18	9	,	,	PUNCT
cana-4525	18	10	achieving	achieve	VERB
cana-4525	18	11	convergence	convergence	NOUN
cana-4525	18	12	within	within	ADP
cana-4525	18	13	0.4	0.4	NUM
cana-4525	18	14	seconds	second	NOUN
cana-4525	18	15	under	under	ADP
cana-4525	18	16	zero	zero	NUM
cana-4525	18	17	shading	shading	NOUN
cana-4525	18	18	,	,	PUNCT
cana-4525	18	19	0.8	0.8	NUM
cana-4525	18	20	seconds	second	NOUN
cana-4525	18	21	under	under	ADP
cana-4525	18	22	weak	weak	ADJ
cana-4525	18	23	shading	shading	NOUN
cana-4525	18	24	,	,	PUNCT
cana-4525	18	25	and	and	CCONJ
cana-4525	18	26	1.4	1.4	NUM
cana-4525	18	27	seconds	second	NOUN
cana-4525	18	28	under	under	ADP
cana-4525	18	29	strong	strong	ADJ
cana-4525	18	30	shading	shading	NOUN
cana-4525	18	31	.	.	PUNCT
cana-4525	19	1	a	a	DET
cana-4525	19	2	comparative	comparative	ADJ
cana-4525	19	3	assessment	assessment	NOUN
cana-4525	19	4	against	against	ADP
cana-4525	19	5	traditional	traditional	ADJ
cana-4525	19	6	maximum	maximum	ADJ
cana-4525	19	7	power	power	NOUN
cana-4525	19	8	point	point	NOUN
cana-4525	19	9	tracking	tracking	NOUN
cana-4525	19	10	(	(	PUNCT
cana-4525	19	11	mppt	mppt	PROPN
cana-4525	19	12	)	)	PUNCT
cana-4525	19	13	algorithms	algorithm	NOUN
cana-4525	19	14	underscores	underscore	VERB
cana-4525	19	15	the	the	DET
cana-4525	19	16	enhanced	enhanced	ADJ
cana-4525	19	17	performance	performance	NOUN
cana-4525	19	18	of	of	ADP
cana-4525	19	19	the	the	DET
cana-4525	19	20	linear	linear	ADJ
cana-4525	19	21	regression	regression	NOUN
cana-4525	19	22	-	-	PUNCT
cana-4525	19	23	based	base	VERB
cana-4525	19	24	machine	machine	NOUN
cana-4525	19	25	learning	learning	NOUN
cana-4525	19	26	algorithm	algorithm	NOUN
cana-4525	19	27	.	.	PUNCT
cana-4525	20	1	by	by	ADP
cana-4525	20	2	effectively	effectively	ADV
cana-4525	20	3	optimizing	optimize	VERB
cana-4525	20	4	power	power	NOUN
cana-4525	20	5	extraction	extraction	NOUN
cana-4525	20	6	,	,	PUNCT
cana-4525	20	7	the	the	DET
cana-4525	20	8	proposed	propose	VERB
cana-4525	20	9	system	system	NOUN
cana-4525	20	10	ensures	ensure	VERB
cana-4525	20	11	stable	stable	ADJ
cana-4525	20	12	and	and	CCONJ
cana-4525	20	13	efficient	efficient	ADJ
cana-4525	20	14	energy	energy	NOUN
cana-4525	20	15	generation	generation	NOUN
cana-4525	20	16	,	,	PUNCT
cana-4525	20	17	making	make	VERB
cana-4525	20	18	it	it	PRON
cana-4525	20	19	a	a	DET
cana-4525	20	20	reliable	reliable	ADJ
cana-4525	20	21	solution	solution	NOUN
cana-4525	20	22	for	for	ADP
cana-4525	20	23	sustainable	sustainable	ADJ
cana-4525	20	24	power	power	NOUN
cana-4525	20	25	supply	supply	NOUN
cana-4525	20	26	.	.	PUNCT
cana-4525	21	1	conclusions	conclusion	NOUN
cana-4525	21	2	:	:	PUNCT
cana-4525	21	3	the	the	DET
cana-4525	21	4	findings	finding	NOUN
cana-4525	21	5	of	of	ADP
cana-4525	21	6	this	this	DET
cana-4525	21	7	study	study	NOUN
cana-4525	21	8	validate	validate	NOUN
cana-4525	21	9	that	that	SCONJ
cana-4525	21	10	the	the	DET
cana-4525	21	11	proposed	propose	VERB
cana-4525	21	12	hybrid	hybrid	NOUN
cana-4525	21	13	power	power	NOUN
cana-4525	21	14	generation	generation	NOUN
cana-4525	21	15	(	(	PUNCT
cana-4525	21	16	hpg	hpg	NOUN
cana-4525	21	17	)	)	PUNCT
cana-4525	21	18	system	system	NOUN
cana-4525	21	19	,	,	PUNCT
cana-4525	21	20	enhanced	enhance	VERB
cana-4525	21	21	through	through	ADP
cana-4525	21	22	a	a	DET
cana-4525	21	23	linear	linear	ADJ
cana-4525	21	24	regression	regression	NOUN
cana-4525	21	25	-	-	PUNCT
cana-4525	21	26	based	base	VERB
cana-4525	21	27	machine	machine	NOUN
cana-4525	21	28	learning	learning	NOUN
cana-4525	21	29	algorithm	algorithm	NOUN
cana-4525	21	30	,	,	PUNCT
cana-4525	21	31	provides	provide	VERB
cana-4525	21	32	a	a	DET
cana-4525	21	33	highly	highly	ADV
cana-4525	21	34	efficient	efficient	ADJ
cana-4525	21	35	and	and	CCONJ
cana-4525	21	36	dependable	dependable	ADJ
cana-4525	21	37	solution	solution	NOUN
cana-4525	21	38	for	for	ADP
cana-4525	21	39	rural	rural	ADJ
cana-4525	21	40	electrification	electrification	NOUN
cana-4525	21	41	.	.	PUNCT
cana-4525	22	1	by	by	ADP
cana-4525	22	2	maintaining	maintain	VERB
cana-4525	22	3	consistently	consistently	ADV
cana-4525	22	4	high	high	ADJ
cana-4525	22	5	efficiency	efficiency	NOUN
cana-4525	22	6	across	across	ADP
cana-4525	22	7	diverse	diverse	ADJ
cana-4525	22	8	environmental	environmental	ADJ
cana-4525	22	9	conditions	condition	NOUN
cana-4525	22	10	,	,	PUNCT
cana-4525	22	11	the	the	DET
cana-4525	22	12	system	system	NOUN
cana-4525	22	13	proves	prove	VERB
cana-4525	22	14	to	to	PART
cana-4525	22	15	be	be	AUX
cana-4525	22	16	a	a	DET
cana-4525	22	17	practical	practical	ADJ
cana-4525	22	18	and	and	CCONJ
cana-4525	22	19	sustainable	sustainable	ADJ
cana-4525	22	20	alternative	alternative	NOUN
cana-4525	22	21	for	for	ADP
cana-4525	22	22	power	power	NOUN
cana-4525	22	23	generation	generation	NOUN
cana-4525	22	24	in	in	ADP
cana-4525	22	25	developing	develop	VERB
cana-4525	22	26	regions	region	NOUN
cana-4525	22	27	.	.	PUNCT
cana-4525	23	1	its	its	PRON
cana-4525	23	2	ability	ability	NOUN
cana-4525	23	3	to	to	PART
cana-4525	23	4	adapt	adapt	VERB
cana-4525	23	5	to	to	ADP
cana-4525	23	6	variations	variation	NOUN
cana-4525	23	7	in	in	ADP
cana-4525	23	8	solar	solar	ADJ
cana-4525	23	9	and	and	CCONJ
cana-4525	23	10	wind	wind	NOUN
cana-4525	23	11	energy	energy	NOUN
cana-4525	23	12	availability	availability	NOUN
cana-4525	23	13	ensures	ensure	VERB
cana-4525	23	14	reliable	reliable	ADJ
cana-4525	23	15	energy	energy	NOUN
cana-4525	23	16	access	access	NOUN
cana-4525	23	17	,	,	PUNCT
cana-4525	23	18	making	make	VERB
cana-4525	23	19	it	it	PRON
cana-4525	23	20	a	a	DET
cana-4525	23	21	promising	promising	ADJ
cana-4525	23	22	approach	approach	NOUN
cana-4525	23	23	to	to	ADP
cana-4525	23	24	addressing	address	VERB
cana-4525	23	25	the	the	DET
cana-4525	23	26	challenges	challenge	NOUN
cana-4525	23	27	of	of	ADP
cana-4525	23	28	rural	rural	ADJ
cana-4525	23	29	electrification	electrification	NOUN
cana-4525	23	30	.	.	PUNCT
cana-4525	24	1	keywords	keyword	NOUN
cana-4525	24	2	:	:	PUNCT
cana-4525	24	3	hybrid	hybrid	ADJ
cana-4525	24	4	power	power	NOUN
cana-4525	24	5	generation	generation	NOUN
cana-4525	24	6	,	,	PUNCT
cana-4525	24	7	linear	linear	ADJ
cana-4525	24	8	regression	regression	NOUN
cana-4525	24	9	,	,	PUNCT
cana-4525	24	10	machine	machine	NOUN
cana-4525	24	11	learning	learning	NOUN
cana-4525	24	12	,	,	PUNCT
cana-4525	24	13	maximum	maximum	ADJ
cana-4525	24	14	power	power	NOUN
cana-4525	24	15	point	point	NOUN
cana-4525	24	16	tracking	tracking	NOUN
cana-4525	24	17	,	,	PUNCT
cana-4525	24	18	partial	partial	ADJ
cana-4525	24	19	shaded	shade	VERB
cana-4525	24	20	condition	condition	NOUN
cana-4525	24	21	,	,	PUNCT
cana-4525	24	22	renewable	renewable	ADJ
cana-4525	24	23	energy	energy	NOUN
cana-4525	24	24	sources	source	NOUN
cana-4525	24	25	,	,	PUNCT
cana-4525	24	26	solar	solar	ADJ
cana-4525	24	27	energy	energy	NOUN
cana-4525	24	28	,	,	PUNCT
cana-4525	24	29	wind	wind	NOUN
cana-4525	24	30	energy	energy	NOUN
cana-4525	24	31	.	.	PUNCT
cana-4525	25	1	1	1	X
cana-4525	25	2	.	.	X
cana-4525	25	3	introduction	introduction	NOUN
cana-4525	25	4	rural	rural	ADJ
cana-4525	25	5	electrification	electrification	NOUN
cana-4525	25	6	play	play	VERB
cana-4525	25	7	significant	significant	ADJ
cana-4525	25	8	role	role	NOUN
cana-4525	25	9	in	in	ADP
cana-4525	25	10	the	the	DET
cana-4525	25	11	socio	socio	NOUN
cana-4525	25	12	-	-	PUNCT
cana-4525	25	13	economic	economic	ADJ
cana-4525	25	14	development	development	NOUN
cana-4525	25	15	of	of	ADP
cana-4525	25	16	rural	rural	ADJ
cana-4525	25	17	village	village	NOUN
cana-4525	25	18	which	which	PRON
cana-4525	25	19	converter	converter	VERB
cana-4525	25	20	the	the	DET
cana-4525	25	21	important	important	ADJ
cana-4525	25	22	services	service	NOUN
cana-4525	25	23	like	like	ADP
cana-4525	25	24	education	education	NOUN
cana-4525	25	25	,	,	PUNCT
cana-4525	25	26	health	health	NOUN
cana-4525	25	27	care	care	NOUN
cana-4525	25	28	and	and	CCONJ
cana-4525	25	29	communication	communication	NOUN
cana-4525	25	30	.	.	PUNCT
cana-4525	26	1	many	many	ADJ
cana-4525	26	2	of	of	ADP
cana-4525	26	3	the	the	DET
cana-4525	26	4	rural	rural	ADJ
cana-4525	26	5	village	village	NOUN
cana-4525	26	6	in	in	ADP
cana-4525	26	7	the	the	DET
cana-4525	26	8	globe	globe	NOUN
cana-4525	26	9	are	be	AUX
cana-4525	26	10	facing	face	VERB
cana-4525	26	11	the	the	DET
cana-4525	26	12	issues	issue	NOUN
cana-4525	26	13	of	of	ADP
cana-4525	26	14	electrification	electrification	NOUN
cana-4525	26	15	due	due	ADP
cana-4525	26	16	to	to	ADP
cana-4525	26	17	the	the	DET
cana-4525	26	18	difficulty	difficulty	NOUN
cana-4525	26	19	to	to	PART
cana-4525	26	20	extend	extend	VERB
cana-4525	26	21	the	the	DET
cana-4525	26	22	conventional	conventional	ADJ
cana-4525	26	23	grid	grid	NOUN
cana-4525	26	24	[	[	X
cana-4525	26	25	1	1	NUM
cana-4525	26	26	]	]	PUNCT
cana-4525	26	27	.	.	PUNCT
cana-4525	27	1	the	the	DET
cana-4525	27	2	notable	notable	ADJ
cana-4525	27	3	barriers	barrier	NOUN
cana-4525	27	4	of	of	ADP
cana-4525	27	5	rural	rural	ADJ
cana-4525	27	6	electrifications	electrification	NOUN
cana-4525	27	7	are	be	AUX
cana-4525	27	8	limited	limited	ADJ
cana-4525	27	9	infrastructure	infrastructure	NOUN
cana-4525	27	10	,	,	PUNCT
cana-4525	27	11	nature	nature	NOUN
cana-4525	27	12	of	of	ADP
cana-4525	27	13	geographical	geographical	ADJ
cana-4525	27	14	location	location	NOUN
cana-4525	27	15	,	,	PUNCT
cana-4525	27	16	lower	low	ADJ
cana-4525	27	17	income	income	NOUN
cana-4525	27	18	level	level	NOUN
cana-4525	27	19	,	,	PUNCT
cana-4525	27	20	and	and	CCONJ
cana-4525	27	21	lack	lack	NOUN
cana-4525	27	22	of	of	ADP
cana-4525	27	23	awareness	awareness	NOUN
cana-4525	27	24	.	.	PUNCT
cana-4525	28	1	in	in	ADP
cana-4525	28	2	globally	globally	ADV
cana-4525	28	3	,	,	PUNCT
cana-4525	28	4	many	many	ADJ
cana-4525	28	5	rural	rural	ADJ
cana-4525	28	6	villages	village	NOUN
cana-4525	28	7	are	be	AUX
cana-4525	28	8	located	locate	VERB
cana-4525	28	9	at	at	ADP
cana-4525	28	10	south	south	PROPN
cana-4525	28	11	east	east	PROPN
cana-4525	28	12	asia	asia	PROPN
cana-4525	28	13	and	and	CCONJ
cana-4525	28	14	africa	africa	PROPN
cana-4525	28	15	where	where	SCONJ
cana-4525	28	16	they	they	PRON
cana-4525	28	17	are	be	AUX
cana-4525	28	18	facing	face	VERB
cana-4525	28	19	unavailability	unavailability	NOUN
cana-4525	28	20	of	of	ADP
cana-4525	28	21	electricity	electricity	NOUN
cana-4525	28	22	.	.	PUNCT
cana-4525	29	1	in	in	ADP
cana-4525	29	2	india	india	PROPN
cana-4525	29	3	,	,	PUNCT
cana-4525	29	4	initiatives	initiative	NOUN
cana-4525	29	5	like	like	ADP
cana-4525	29	6	the	the	DET
cana-4525	29	7	deen	deen	PROPN
cana-4525	29	8	dayal	dayal	PROPN
cana-4525	29	9	upadhyaya	upadhyaya	PROPN
cana-4525	29	10	gram	gram	PROPN
cana-4525	29	11	jyoti	jyoti	PROPN
cana-4525	29	12	yojana	yojana	PROPN
cana-4525	29	13	(	(	PUNCT
cana-4525	29	14	ddugjy	ddugjy	PROPN
cana-4525	29	15	)	)	PUNCT
cana-4525	29	16	are	be	AUX
cana-4525	29	17	introduced	introduce	VERB
cana-4525	29	18	,	,	PUNCT
cana-4525	29	19	but	but	CCONJ
cana-4525	29	20	still	still	ADV
cana-4525	29	21	many	many	ADJ
cana-4525	29	22	villages	village	NOUN
cana-4525	29	23	are	be	AUX
cana-4525	29	24	yet	yet	ADV
cana-4525	29	25	to	to	PART
cana-4525	29	26	be	be	AUX
cana-4525	29	27	electrified	electrify	VERB
cana-4525	29	28	.	.	PUNCT
cana-4525	30	1	to	to	PART
cana-4525	30	2	address	address	VERB
cana-4525	30	3	these	these	DET
cana-4525	30	4	challenges	challenge	NOUN
cana-4525	30	5	,	,	PUNCT
cana-4525	30	6	a	a	DET
cana-4525	30	7	decentralised	decentralise	VERB
cana-4525	30	8	power	power	NOUN
cana-4525	30	9	generation	generation	NOUN
cana-4525	30	10	is	be	AUX
cana-4525	30	11	essential	essential	ADJ
cana-4525	30	12	for	for	ADP
cana-4525	30	13	uplifting	uplift	VERB
cana-4525	30	14	the	the	DET
cana-4525	30	15	socio	socio	NOUN
cana-4525	30	16	-	-	PUNCT
cana-4525	30	17	economic	economic	ADJ
cana-4525	30	18	development	development	NOUN
cana-4525	30	19	.	.	PUNCT
cana-4525	31	1	the	the	DET
cana-4525	31	2	proposed	propose	VERB
cana-4525	31	3	research	research	NOUN
cana-4525	31	4	focuses	focus	VERB
cana-4525	31	5	on	on	ADP
cana-4525	31	6	an	an	DET
cana-4525	31	7	efficient	efficient	ADJ
cana-4525	31	8	decentralised	decentralise	VERB
cana-4525	31	9	approach	approach	NOUN
cana-4525	31	10	.	.	PUNCT
cana-4525	32	1	hybrid	hybrid	ADJ
cana-4525	32	2	power	power	NOUN
cana-4525	32	3	generation	generation	NOUN
cana-4525	32	4	(	(	PUNCT
cana-4525	32	5	hpg	hpg	NOUN
cana-4525	32	6	)	)	PUNCT
cana-4525	33	1	[	[	X
cana-4525	33	2	2	2	X
cana-4525	33	3	]	]	PUNCT
cana-4525	33	4	is	be	AUX
cana-4525	33	5	a	a	DET
cana-4525	33	6	decentralised	decentralise	VERB
cana-4525	33	7	power	power	NOUN
cana-4525	33	8	generation	generation	NOUN
cana-4525	33	9	approach	approach	NOUN
cana-4525	33	10	which	which	PRON
cana-4525	33	11	combines	combine	VERB
cana-4525	33	12	two	two	NUM
cana-4525	33	13	independent	independent	ADJ
cana-4525	33	14	sources	source	NOUN
cana-4525	33	15	of	of	ADP
cana-4525	33	16	energy	energy	NOUN
cana-4525	33	17	to	to	PART
cana-4525	33	18	meet	meet	VERB
cana-4525	33	19	the	the	DET
cana-4525	33	20	load	load	NOUN
cana-4525	33	21	demand	demand	NOUN
cana-4525	33	22	by	by	ADP
cana-4525	33	23	ensuring	ensure	VERB
cana-4525	33	24	reliability	reliability	NOUN
cana-4525	33	25	.	.	PUNCT
cana-4525	34	1	hpg	hpg	NOUN
cana-4525	34	2	system	system	NOUN
cana-4525	34	3	can	can	AUX
cana-4525	34	4	be	be	AUX
cana-4525	34	5	either	either	CCONJ
cana-4525	34	6	using	use	VERB
cana-4525	34	7	conventional	conventional	ADJ
cana-4525	34	8	sources	source	NOUN
cana-4525	34	9	of	of	ADP
cana-4525	34	10	energy	energy	NOUN
cana-4525	34	11	or	or	CCONJ
cana-4525	34	12	res	re	NOUN
cana-4525	34	13	,	,	PUNCT
cana-4525	34	14	however	however	ADV
cana-4525	34	15	,	,	PUNCT
cana-4525	34	16	using	use	VERB
cana-4525	34	17	res	re	NOUN
cana-4525	34	18	is	be	AUX
cana-4525	34	19	more	more	ADV
cana-4525	34	20	sustainable	sustainable	ADJ
cana-4525	34	21	approach	approach	NOUN
cana-4525	34	22	.	.	PUNCT
cana-4525	35	1	the	the	DET
cana-4525	35	2	hpg	hpg	NOUN
cana-4525	35	3	system	system	NOUN
cana-4525	35	4	overcomes	overcome	VERB
cana-4525	35	5	the	the	DET
cana-4525	35	6	setbacks	setback	NOUN
cana-4525	35	7	of	of	ADP
cana-4525	35	8	using	use	VERB
cana-4525	35	9	single	single	ADJ
cana-4525	35	10	energy	energy	NOUN
cana-4525	35	11	source	source	NOUN
cana-4525	35	12	to	to	PART
cana-4525	35	13	meet	meet	VERB
cana-4525	35	14	the	the	DET
cana-4525	35	15	load	load	NOUN
cana-4525	35	16	demand	demand	NOUN
cana-4525	35	17	.	.	PUNCT
cana-4525	36	1	the	the	DET
cana-4525	36	2	proposed	propose	VERB
cana-4525	36	3	hpg	hpg	NOUN
cana-4525	36	4	utilising	utilise	VERB
cana-4525	36	5	both	both	CCONJ
cana-4525	36	6	solar	solar	ADJ
cana-4525	36	7	and	and	CCONJ
cana-4525	36	8	wind	wind	NOUN
cana-4525	36	9	energy	energy	NOUN
cana-4525	36	10	to	to	PART
cana-4525	36	11	meet	meet	VERB
cana-4525	36	12	the	the	DET
cana-4525	36	13	load	load	NOUN
cana-4525	36	14	demand	demand	NOUN
cana-4525	36	15	of	of	ADP
cana-4525	36	16	rural	rural	ADJ
cana-4525	36	17	areas	area	NOUN
cana-4525	36	18	where	where	SCONJ
cana-4525	36	19	traditional	traditional	ADJ
cana-4525	36	20	grid	grid	NOUN
cana-4525	36	21	is	be	AUX
cana-4525	36	22	not	not	PART
cana-4525	36	23	admissible	admissible	ADJ
cana-4525	36	24	.	.	PUNCT
cana-4525	37	1	the	the	DET
cana-4525	37	2	hpg	hpg	NOUN
cana-4525	37	3	ensures	ensure	VERB
cana-4525	37	4	energy	energy	NOUN
cana-4525	37	5	security	security	NOUN
cana-4525	37	6	by	by	ADP
cana-4525	37	7	providing	provide	VERB
cana-4525	37	8	the	the	DET
cana-4525	37	9	utilisation	utilisation	NOUN
cana-4525	37	10	of	of	ADP
cana-4525	37	11	diversifying	diversify	VERB
cana-4525	37	12	energy	energy	NOUN
cana-4525	37	13	sources	source	NOUN
cana-4525	37	14	minimizes	minimize	VERB
cana-4525	37	15	the	the	DET
cana-4525	37	16	emission	emission	NOUN
cana-4525	37	17	of	of	ADP
cana-4525	37	18	greenhouse	greenhouse	NOUN
cana-4525	37	19	gases	gas	NOUN
cana-4525	37	20	and	and	CCONJ
cana-4525	37	21	reduces	reduce	VERB
cana-4525	37	22	dependencies	dependency	NOUN
cana-4525	37	23	of	of	ADP
cana-4525	37	24	single	single	ADJ
cana-4525	37	25	source	source	NOUN
cana-4525	37	26	of	of	ADP
cana-4525	37	27	energy	energy	NOUN
cana-4525	37	28	.	.	PUNCT
cana-4525	38	1	at	at	ADP
cana-4525	38	2	present	present	ADJ
cana-4525	38	3	,	,	PUNCT
cana-4525	38	4	the	the	DET
cana-4525	38	5	trend	trend	NOUN
cana-4525	38	6	in	in	ADP
cana-4525	38	7	energy	energy	NOUN
cana-4525	38	8	sector	sector	NOUN
cana-4525	38	9	moving	move	VERB
cana-4525	38	10	towards	towards	ADP
cana-4525	38	11	res	re	NOUN
cana-4525	38	12	,	,	PUNCT
cana-4525	38	13	communications	communication	NOUN
cana-4525	38	14	on	on	ADP
cana-4525	38	15	applied	apply	VERB
cana-4525	38	16	nonlinear	nonlinear	ADJ
cana-4525	38	17	analysis	analysis	NOUN
cana-4525	38	18	issn	issn	NOUN
cana-4525	38	19	:	:	PUNCT
cana-4525	38	20	1074	1074	NUM
cana-4525	38	21	-	-	PUNCT
cana-4525	38	22	133x	133x	NUM
cana-4525	38	23	vol	vol	NOUN
cana-4525	38	24	32	32	NUM
cana-4525	38	25	no	no	NOUN
cana-4525	38	26	.	.	PUNCT
cana-4525	39	1	9s	9s	NUM
cana-4525	39	2	(	(	PUNCT
cana-4525	39	3	2025	2025	NUM
cana-4525	39	4	)	)	PUNCT
cana-4525	39	5	2382	2382	NUM
cana-4525	39	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	39	7	and	and	CCONJ
cana-4525	39	8	the	the	DET
cana-4525	39	9	role	role	NOUN
cana-4525	39	10	of	of	ADP
cana-4525	39	11	hpg	hpg	NOUN
cana-4525	39	12	is	be	AUX
cana-4525	39	13	highly	highly	ADV
cana-4525	39	14	essential	essential	ADJ
cana-4525	39	15	for	for	ADP
cana-4525	39	16	modern	modern	ADJ
cana-4525	39	17	energy	energy	NOUN
cana-4525	39	18	infrastructure	infrastructure	NOUN
cana-4525	39	19	.	.	PUNCT
cana-4525	40	1	therefore	therefore	ADV
cana-4525	40	2	,	,	PUNCT
cana-4525	40	3	the	the	DET
cana-4525	40	4	proposed	propose	VERB
cana-4525	40	5	hpg	hpg	NOUN
cana-4525	40	6	is	be	AUX
cana-4525	40	7	treated	treat	VERB
cana-4525	40	8	as	as	ADP
cana-4525	40	9	one	one	NUM
cana-4525	40	10	of	of	ADP
cana-4525	40	11	the	the	DET
cana-4525	40	12	feasible	feasible	ADJ
cana-4525	40	13	solution	solution	NOUN
cana-4525	40	14	for	for	ADP
cana-4525	40	15	rural	rural	ADJ
cana-4525	40	16	electrification	electrification	NOUN
cana-4525	40	17	.	.	PUNCT
cana-4525	41	1	in	in	ADP
cana-4525	41	2	order	order	NOUN
cana-4525	41	3	to	to	PART
cana-4525	41	4	operate	operate	VERB
cana-4525	41	5	the	the	DET
cana-4525	41	6	res	re	NOUN
cana-4525	41	7	in	in	ADP
cana-4525	41	8	maximum	maximum	ADJ
cana-4525	41	9	efficiency	efficiency	NOUN
cana-4525	41	10	an	an	DET
cana-4525	41	11	optimising	optimise	VERB
cana-4525	41	12	algorithms	algorithm	NOUN
cana-4525	41	13	are	be	AUX
cana-4525	41	14	desirable	desirable	ADJ
cana-4525	41	15	.	.	PUNCT
cana-4525	42	1	there	there	PRON
cana-4525	42	2	are	be	VERB
cana-4525	42	3	traditional	traditional	ADJ
cana-4525	42	4	and	and	CCONJ
cana-4525	42	5	artificial	artificial	ADJ
cana-4525	42	6	intelligence	intelligence	NOUN
cana-4525	42	7	(	(	PUNCT
cana-4525	42	8	ai	ai	NOUN
cana-4525	42	9	)	)	PUNCT
cana-4525	43	1	[	[	X
cana-4525	43	2	3	3	NUM
cana-4525	43	3	]	]	PUNCT
cana-4525	43	4	based	base	VERB
cana-4525	43	5	optimizing	optimize	VERB
cana-4525	43	6	algorithms	algorithm	NOUN
cana-4525	43	7	are	be	AUX
cana-4525	43	8	available	available	ADJ
cana-4525	43	9	to	to	PART
cana-4525	43	10	adopt	adopt	VERB
cana-4525	43	11	in	in	ADP
cana-4525	43	12	res	re	NOUN
cana-4525	43	13	.	.	PUNCT
cana-4525	44	1	machine	machine	NOUN
cana-4525	44	2	learning	learning	NOUN
cana-4525	44	3	(	(	PUNCT
cana-4525	44	4	ml	ml	NOUN
cana-4525	44	5	)	)	PUNCT
cana-4525	45	1	[	[	X
cana-4525	45	2	4	4	NUM
cana-4525	45	3	]	]	PUNCT
cana-4525	45	4	based	base	VERB
cana-4525	45	5	algorithms	algorithm	NOUN
cana-4525	45	6	are	be	AUX
cana-4525	45	7	most	most	ADV
cana-4525	45	8	commonly	commonly	ADV
cana-4525	45	9	used	use	VERB
cana-4525	45	10	in	in	ADP
cana-4525	45	11	the	the	DET
cana-4525	45	12	modern	modern	ADJ
cana-4525	45	13	res	re	NOUN
cana-4525	45	14	applications	application	NOUN
cana-4525	45	15	.	.	PUNCT
cana-4525	46	1	the	the	DET
cana-4525	46	2	proposed	propose	VERB
cana-4525	46	3	hpg	hpg	NOUN
cana-4525	46	4	consists	consist	VERB
cana-4525	46	5	of	of	ADP
cana-4525	46	6	solar	solar	ADJ
cana-4525	46	7	and	and	CCONJ
cana-4525	46	8	wind	wind	NOUN
cana-4525	46	9	energy	energy	NOUN
cana-4525	46	10	sources	source	NOUN
cana-4525	46	11	,	,	PUNCT
cana-4525	46	12	it	it	PRON
cana-4525	46	13	is	be	AUX
cana-4525	46	14	essential	essential	ADJ
cana-4525	46	15	to	to	PART
cana-4525	46	16	operate	operate	VERB
cana-4525	46	17	the	the	DET
cana-4525	46	18	solar	solar	ADJ
cana-4525	46	19	energy	energy	NOUN
cana-4525	46	20	in	in	ADP
cana-4525	46	21	the	the	DET
cana-4525	46	22	maximum	maximum	ADJ
cana-4525	46	23	power	power	NOUN
cana-4525	46	24	point	point	NOUN
cana-4525	46	25	condition	condition	NOUN
cana-4525	46	26	,	,	PUNCT
cana-4525	46	27	so	so	SCONJ
cana-4525	46	28	that	that	SCONJ
cana-4525	46	29	maximum	maximum	ADJ
cana-4525	46	30	efficiency	efficiency	NOUN
cana-4525	46	31	can	can	AUX
cana-4525	46	32	be	be	AUX
cana-4525	46	33	ensured	ensure	VERB
cana-4525	46	34	.	.	PUNCT
cana-4525	47	1	ml	ml	PROPN
cana-4525	47	2	based	base	VERB
cana-4525	47	3	algorithms	algorithm	NOUN
cana-4525	47	4	are	be	AUX
cana-4525	47	5	can	can	AUX
cana-4525	47	6	predict	predict	VERB
cana-4525	47	7	energy	energy	NOUN
cana-4525	47	8	demand	demand	NOUN
cana-4525	47	9	,	,	PUNCT
cana-4525	47	10	optimise	optimise	ADJ
cana-4525	47	11	resource	resource	NOUN
cana-4525	47	12	allocation	allocation	NOUN
cana-4525	47	13	,	,	PUNCT
cana-4525	47	14	and	and	CCONJ
cana-4525	47	15	improves	improve	VERB
cana-4525	47	16	the	the	DET
cana-4525	47	17	decision	decision	NOUN
cana-4525	47	18	making	make	VERB
cana-4525	47	19	.	.	PUNCT
cana-4525	48	1	in	in	ADP
cana-4525	48	2	addition	addition	NOUN
cana-4525	48	3	to	to	ADP
cana-4525	48	4	that	that	PRON
cana-4525	48	5	,	,	PUNCT
cana-4525	48	6	ml	ml	SCONJ
cana-4525	48	7	based	base	VERB
cana-4525	48	8	algorithms	algorithm	NOUN
cana-4525	48	9	are	be	AUX
cana-4525	48	10	suitable	suitable	ADJ
cana-4525	48	11	for	for	ADP
cana-4525	48	12	partial	partial	ADJ
cana-4525	48	13	shaded	shade	VERB
cana-4525	48	14	condition	condition	NOUN
cana-4525	48	15	(	(	PUNCT
cana-4525	48	16	psc	psc	PROPN
cana-4525	48	17	)	)	PUNCT
cana-4525	49	1	[	[	X
cana-4525	49	2	5	5	NUM
cana-4525	49	3	]	]	PUNCT
cana-4525	49	4	,	,	PUNCT
cana-4525	49	5	prevent	prevent	VERB
cana-4525	49	6	equipment	equipment	NOUN
cana-4525	49	7	failure	failure	NOUN
cana-4525	49	8	,	,	PUNCT
cana-4525	49	9	reduce	reduce	VERB
cana-4525	49	10	maintenance	maintenance	NOUN
cana-4525	49	11	time	time	NOUN
cana-4525	49	12	,	,	PUNCT
cana-4525	49	13	and	and	CCONJ
cana-4525	49	14	saves	save	VERB
cana-4525	49	15	the	the	DET
cana-4525	49	16	money	money	NOUN
cana-4525	49	17	.	.	PUNCT
cana-4525	50	1	in	in	ADP
cana-4525	50	2	general	general	ADJ
cana-4525	50	3	,	,	PUNCT
cana-4525	50	4	ml	ml	ADP
cana-4525	50	5	based	base	VERB
cana-4525	50	6	algorithms	algorithm	NOUN
cana-4525	50	7	works	work	VERB
cana-4525	50	8	based	base	VERB
cana-4525	50	9	on	on	ADP
cana-4525	50	10	prediction	prediction	NOUN
cana-4525	50	11	.	.	PUNCT
cana-4525	51	1	in	in	ADP
cana-4525	51	2	this	this	DET
cana-4525	51	3	research	research	NOUN
cana-4525	51	4	,	,	PUNCT
cana-4525	51	5	the	the	DET
cana-4525	51	6	weather	weather	NOUN
cana-4525	51	7	data	datum	NOUN
cana-4525	51	8	of	of	ADP
cana-4525	51	9	mavinahunda	mavinahunda	NOUN
cana-4525	51	10	site	site	NOUN
cana-4525	51	11	,	,	PUNCT
cana-4525	51	12	raybagh	raybagh	NOUN
cana-4525	51	13	taluk	taluk	NOUN
cana-4525	51	14	,	,	PUNCT
cana-4525	51	15	belagavi	belagavi	VERB
cana-4525	51	16	district	district	NOUN
cana-4525	51	17	,	,	PUNCT
cana-4525	51	18	karnataka	karnataka	PROPN
cana-4525	51	19	is	be	AUX
cana-4525	51	20	collected	collect	VERB
cana-4525	51	21	using	use	VERB
cana-4525	51	22	the	the	DET
cana-4525	51	23	open	open	ADJ
cana-4525	51	24	source	source	NOUN
cana-4525	51	25	data	datum	NOUN
cana-4525	51	26	of	of	ADP
cana-4525	51	27	karnataka	karnataka	PROPN
cana-4525	51	28	renewable	renewable	ADJ
cana-4525	51	29	energy	energy	NOUN
cana-4525	51	30	development	development	NOUN
cana-4525	51	31	limited	limit	VERB
cana-4525	51	32	(	(	PUNCT
cana-4525	51	33	kredl	kredl	PROPN
cana-4525	51	34	)	)	PUNCT
cana-4525	51	35	,	,	PUNCT
cana-4525	51	36	india	india	PROPN
cana-4525	51	37	.	.	PUNCT
cana-4525	52	1	in	in	ADP
cana-4525	52	2	this	this	DET
cana-4525	52	3	research	research	NOUN
cana-4525	52	4	,	,	PUNCT
cana-4525	52	5	regression	regression	NOUN
cana-4525	52	6	based	base	VERB
cana-4525	52	7	ml	ml	ADP
cana-4525	52	8	algorithm	algorithm	PROPN
cana-4525	52	9	helps	help	VERB
cana-4525	52	10	to	to	PART
cana-4525	52	11	operate	operate	VERB
cana-4525	52	12	the	the	DET
cana-4525	52	13	solar	solar	ADJ
cana-4525	52	14	photovoltaic	photovoltaic	NOUN
cana-4525	52	15	panel	panel	NOUN
cana-4525	52	16	(	(	PUNCT
cana-4525	52	17	spv	spv	PROPN
cana-4525	52	18	)	)	PUNCT
cana-4525	52	19	at	at	ADP
cana-4525	52	20	its	its	PRON
cana-4525	52	21	maximum	maximum	ADJ
cana-4525	52	22	efficiency	efficiency	NOUN
cana-4525	52	23	.	.	PUNCT
cana-4525	53	1	the	the	DET
cana-4525	53	2	complexity	complexity	NOUN
cana-4525	53	3	of	of	ADP
cana-4525	53	4	hpg	hpg	NOUN
cana-4525	53	5	is	be	AUX
cana-4525	53	6	minimized	minimize	VERB
cana-4525	53	7	using	use	VERB
cana-4525	53	8	regression	regression	NOUN
cana-4525	53	9	based	base	VERB
cana-4525	53	10	ml	ml	ADP
cana-4525	53	11	algorithm	algorithm	NOUN
cana-4525	53	12	.	.	PUNCT
cana-4525	54	1	the	the	DET
cana-4525	54	2	block	block	NOUN
cana-4525	54	3	diagram	diagram	NOUN
cana-4525	54	4	of	of	ADP
cana-4525	54	5	proposed	propose	VERB
cana-4525	54	6	hpg	hpg	NOUN
cana-4525	54	7	is	be	AUX
cana-4525	54	8	shown	show	VERB
cana-4525	54	9	in	in	ADP
cana-4525	54	10	figure	figure	NOUN
cana-4525	54	11	1	1	NUM
cana-4525	54	12	.	.	PUNCT
cana-4525	55	1	figure.1	figure.1	PROPN
cana-4525	55	2	.	.	PUNCT
cana-4525	55	3	block	block	NOUN
cana-4525	55	4	diagram	diagram	PROPN
cana-4525	55	5	of	of	ADP
cana-4525	55	6	proposed	propose	VERB
cana-4525	55	7	solar	solar	ADJ
cana-4525	55	8	-	-	PUNCT
cana-4525	55	9	wind	wind	NOUN
cana-4525	55	10	hpg	hpg	NOUN
cana-4525	55	11	the	the	DET
cana-4525	55	12	dual	dual	ADJ
cana-4525	55	13	input	input	NOUN
cana-4525	55	14	dc	dc	PROPN
cana-4525	55	15	-	-	PUNCT
cana-4525	55	16	dc	dc	PROPN
cana-4525	55	17	buck	buck	NOUN
cana-4525	55	18	–	–	PUNCT
cana-4525	55	19	boost	boost	NOUN
cana-4525	55	20	converter	converter	NOUN
cana-4525	55	21	[	[	X
cana-4525	55	22	6	6	NUM
cana-4525	55	23	]	]	PUNCT
cana-4525	55	24	integrates	integrate	VERB
cana-4525	55	25	two	two	NUM
cana-4525	55	26	independent	independent	ADJ
cana-4525	55	27	res	re	NOUN
cana-4525	55	28	such	such	ADJ
cana-4525	55	29	as	as	ADP
cana-4525	55	30	solar	solar	ADJ
cana-4525	55	31	and	and	CCONJ
cana-4525	55	32	wind	wind	NOUN
cana-4525	55	33	energy	energy	NOUN
cana-4525	55	34	simultaneously	simultaneously	ADV
cana-4525	55	35	or	or	CCONJ
cana-4525	55	36	independently	independently	ADV
cana-4525	55	37	as	as	SCONJ
cana-4525	55	38	mentioned	mention	VERB
cana-4525	55	39	in	in	ADP
cana-4525	55	40	figure	figure	NOUN
cana-4525	55	41	1	1	NUM
cana-4525	55	42	.	.	PUNCT
cana-4525	56	1	the	the	DET
cana-4525	56	2	regression	regression	NOUN
cana-4525	56	3	based	base	VERB
cana-4525	56	4	machine	machine	NOUN
cana-4525	56	5	learning	learn	VERB
cana-4525	56	6	algorithm	algorithm	NOUN
cana-4525	56	7	is	be	AUX
cana-4525	56	8	added	add	VERB
cana-4525	56	9	in	in	ADP
cana-4525	56	10	the	the	DET
cana-4525	56	11	form	form	NOUN
cana-4525	56	12	of	of	ADP
cana-4525	56	13	feed	feed	NOUN
cana-4525	56	14	forward	forward	ADV
cana-4525	56	15	control	control	NOUN
cana-4525	56	16	to	to	PART
cana-4525	56	17	make	make	VERB
cana-4525	56	18	the	the	DET
cana-4525	56	19	spv	spv	PROPN
cana-4525	56	20	panel	panel	NOUN
cana-4525	56	21	at	at	ADP
cana-4525	56	22	maximum	maximum	ADJ
cana-4525	56	23	efficiency	efficiency	NOUN
cana-4525	56	24	.	.	PUNCT
cana-4525	57	1	also	also	ADV
cana-4525	57	2	,	,	PUNCT
cana-4525	57	3	it	it	PRON
cana-4525	57	4	helps	help	VERB
cana-4525	57	5	to	to	PART
cana-4525	57	6	predict	predict	VERB
cana-4525	57	7	the	the	DET
cana-4525	57	8	optimum	optimum	ADJ
cana-4525	57	9	value	value	NOUN
cana-4525	57	10	of	of	ADP
cana-4525	57	11	duty	duty	NOUN
cana-4525	57	12	cycle	cycle	NOUN
cana-4525	57	13	to	to	PART
cana-4525	57	14	operate	operate	VERB
cana-4525	57	15	the	the	DET
cana-4525	57	16	dual	dual	ADJ
cana-4525	57	17	input	input	NOUN
cana-4525	57	18	dc	dc	PROPN
cana-4525	57	19	-	-	PUNCT
cana-4525	57	20	dc	dc	PROPN
cana-4525	57	21	buck	buck	NOUN
cana-4525	57	22	boost	boost	VERB
cana-4525	57	23	converter/	converter/	ADP
cana-4525	57	24	the	the	DET
cana-4525	57	25	regulated	regulated	ADJ
cana-4525	57	26	output	output	NOUN
cana-4525	57	27	of	of	ADP
cana-4525	57	28	power	power	NOUN
cana-4525	57	29	converter	converter	NOUN
cana-4525	57	30	is	be	AUX
cana-4525	57	31	supplied	supply	VERB
cana-4525	57	32	to	to	ADP
cana-4525	57	33	the	the	DET
cana-4525	57	34	standalone	standalone	NOUN
cana-4525	57	35	load	load	NOUN
cana-4525	57	36	.	.	PUNCT
cana-4525	58	1	since	since	SCONJ
cana-4525	58	2	the	the	DET
cana-4525	58	3	system	system	NOUN
cana-4525	58	4	is	be	AUX
cana-4525	58	5	standalone	standalone	ADJ
cana-4525	58	6	,	,	PUNCT
cana-4525	58	7	an	an	DET
cana-4525	58	8	efficient	efficient	ADJ
cana-4525	58	9	battery	battery	NOUN
cana-4525	58	10	unit	unit	NOUN
cana-4525	58	11	is	be	AUX
cana-4525	58	12	added	add	VERB
cana-4525	58	13	in	in	ADP
cana-4525	58	14	hpg	hpg	PROPN
cana-4525	58	15	.	.	PUNCT
cana-4525	59	1	in	in	ADP
cana-4525	59	2	the	the	DET
cana-4525	59	3	growing	grow	VERB
cana-4525	59	4	field	field	NOUN
cana-4525	59	5	of	of	ADP
cana-4525	59	6	energy	energy	NOUN
cana-4525	59	7	systems	system	NOUN
cana-4525	59	8	,	,	PUNCT
cana-4525	59	9	various	various	ADJ
cana-4525	59	10	researches	research	NOUN
cana-4525	59	11	have	have	AUX
cana-4525	59	12	been	be	AUX
cana-4525	59	13	done	do	VERB
cana-4525	59	14	on	on	ADP
cana-4525	59	15	hpg	hpg	NOUN
cana-4525	59	16	and	and	CCONJ
cana-4525	59	17	the	the	DET
cana-4525	59	18	use	use	NOUN
cana-4525	59	19	of	of	ADP
cana-4525	59	20	machine	machine	NOUN
cana-4525	59	21	learning	learning	NOUN
cana-4525	59	22	(	(	PUNCT
cana-4525	59	23	ml	ml	NOUN
cana-4525	59	24	)	)	PUNCT
cana-4525	59	25	to	to	PART
cana-4525	59	26	optimize	optimize	VERB
cana-4525	59	27	energy	energy	NOUN
cana-4525	59	28	production	production	NOUN
cana-4525	59	29	and	and	CCONJ
cana-4525	59	30	distribution	distribution	NOUN
cana-4525	59	31	.	.	PUNCT
cana-4525	60	1	nevertheless	nevertheless	ADV
cana-4525	60	2	,	,	PUNCT
cana-4525	60	3	there	there	PRON
cana-4525	60	4	is	be	VERB
cana-4525	60	5	still	still	ADV
cana-4525	60	6	a	a	DET
cana-4525	60	7	remarkable	remarkable	ADJ
cana-4525	60	8	gap	gap	NOUN
cana-4525	60	9	when	when	SCONJ
cana-4525	60	10	it	it	PRON
cana-4525	60	11	comes	come	VERB
cana-4525	60	12	to	to	ADP
cana-4525	60	13	integrating	integrate	VERB
cana-4525	60	14	ml	ml	NOUN
cana-4525	60	15	-	-	PUNCT
cana-4525	60	16	driven	drive	VERB
cana-4525	60	17	optimization	optimization	NOUN
cana-4525	60	18	into	into	ADP
cana-4525	60	19	hpg	hpg	NOUN
cana-4525	60	20	designed	design	VERB
cana-4525	60	21	specifically	specifically	ADV
cana-4525	60	22	for	for	ADP
cana-4525	60	23	rural	rural	ADJ
cana-4525	60	24	electrification	electrification	NOUN
cana-4525	60	25	[	[	X
cana-4525	60	26	7	7	NUM
cana-4525	60	27	]	]	PUNCT
cana-4525	60	28	.	.	PUNCT
cana-4525	61	1	while	while	SCONJ
cana-4525	61	2	some	some	DET
cana-4525	61	3	studies	study	NOUN
cana-4525	61	4	have	have	AUX
cana-4525	61	5	focused	focus	VERB
cana-4525	61	6	at	at	ADP
cana-4525	61	7	how	how	SCONJ
cana-4525	61	8	ml	ml	AUX
cana-4525	61	9	can	can	AUX
cana-4525	61	10	improve	improve	VERB
cana-4525	61	11	the	the	DET
cana-4525	61	12	efficiency	efficiency	NOUN
cana-4525	61	13	of	of	ADP
cana-4525	61	14	individual	individual	ADJ
cana-4525	61	15	res	re	NOUN
cana-4525	61	16	like	like	ADP
cana-4525	61	17	solar	solar	ADJ
cana-4525	61	18	or	or	CCONJ
cana-4525	61	19	wind	wind	NOUN
cana-4525	61	20	,	,	PUNCT
cana-4525	61	21	there	there	PRON
cana-4525	61	22	is	be	VERB
cana-4525	61	23	limited	limited	ADJ
cana-4525	61	24	research	research	NOUN
cana-4525	61	25	on	on	ADP
cana-4525	61	26	how	how	SCONJ
cana-4525	61	27	these	these	DET
cana-4525	61	28	technologies	technology	NOUN
cana-4525	61	29	can	can	AUX
cana-4525	61	30	be	be	AUX
cana-4525	61	31	combined	combine	VERB
cana-4525	61	32	in	in	ADP
cana-4525	61	33	rural	rural	ADJ
cana-4525	61	34	areas	area	NOUN
cana-4525	61	35	.	.	PUNCT
cana-4525	62	1	these	these	DET
cana-4525	62	2	regions	region	NOUN
cana-4525	62	3	face	face	VERB
cana-4525	62	4	unique	unique	ADJ
cana-4525	62	5	challenges	challenge	NOUN
cana-4525	62	6	,	,	PUNCT
cana-4525	62	7	such	such	ADJ
cana-4525	62	8	as	as	ADP
cana-4525	62	9	unreliable	unreliable	ADJ
cana-4525	62	10	power	power	NOUN
cana-4525	62	11	supply	supply	NOUN
cana-4525	62	12	,	,	PUNCT
cana-4525	62	13	limited	limited	ADJ
cana-4525	62	14	infrastructure	infrastructure	NOUN
cana-4525	62	15	,	,	PUNCT
cana-4525	62	16	and	and	CCONJ
cana-4525	62	17	fluctuating	fluctuate	VERB
cana-4525	62	18	energy	energy	NOUN
cana-4525	62	19	demand	demand	NOUN
cana-4525	62	20	.	.	PUNCT
cana-4525	63	1	communications	communication	NOUN
cana-4525	63	2	on	on	ADP
cana-4525	63	3	applied	apply	VERB
cana-4525	63	4	nonlinear	nonlinear	ADJ
cana-4525	63	5	analysis	analysis	NOUN
cana-4525	63	6	issn	issn	NOUN
cana-4525	63	7	:	:	PUNCT
cana-4525	63	8	1074	1074	NUM
cana-4525	63	9	-	-	PUNCT
cana-4525	63	10	133x	133x	NUM
cana-4525	63	11	vol	vol	NOUN
cana-4525	63	12	32	32	NUM
cana-4525	63	13	no	no	NOUN
cana-4525	63	14	.	.	PUNCT
cana-4525	64	1	9s	9s	NUM
cana-4525	64	2	(	(	PUNCT
cana-4525	64	3	2025	2025	NUM
cana-4525	64	4	)	)	PUNCT
cana-4525	64	5	2383	2383	NUM
cana-4525	64	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	64	7	most	most	ADJ
cana-4525	64	8	existing	exist	VERB
cana-4525	64	9	research	research	NOUN
cana-4525	64	10	concentrates	concentrate	VERB
cana-4525	64	11	on	on	ADP
cana-4525	64	12	urban	urban	ADJ
cana-4525	64	13	or	or	CCONJ
cana-4525	64	14	industrial	industrial	ADJ
cana-4525	64	15	settings	setting	NOUN
cana-4525	64	16	,	,	PUNCT
cana-4525	64	17	where	where	SCONJ
cana-4525	64	18	the	the	DET
cana-4525	64	19	power	power	NOUN
cana-4525	64	20	grid	grid	NOUN
cana-4525	64	21	is	be	AUX
cana-4525	64	22	reliable	reliable	ADJ
cana-4525	64	23	and	and	CCONJ
cana-4525	64	24	energy	energy	NOUN
cana-4525	64	25	needs	need	NOUN
cana-4525	64	26	are	be	AUX
cana-4525	64	27	more	more	ADV
cana-4525	64	28	predictable	predictable	ADJ
cana-4525	64	29	.	.	PUNCT
cana-4525	65	1	rural	rural	ADJ
cana-4525	65	2	areas	area	NOUN
cana-4525	65	3	,	,	PUNCT
cana-4525	65	4	on	on	ADP
cana-4525	65	5	the	the	DET
cana-4525	65	6	opposite	opposite	ADJ
cana-4525	65	7	hand	hand	NOUN
cana-4525	65	8	,	,	PUNCT
cana-4525	65	9	have	have	VERB
cana-4525	65	10	different	different	ADJ
cana-4525	65	11	needs	need	NOUN
cana-4525	65	12	due	due	ADP
cana-4525	65	13	to	to	ADP
cana-4525	65	14	their	their	PRON
cana-4525	65	15	isolation	isolation	NOUN
cana-4525	65	16	,	,	PUNCT
cana-4525	65	17	lower	low	ADJ
cana-4525	65	18	population	population	NOUN
cana-4525	65	19	density	density	NOUN
cana-4525	65	20	,	,	PUNCT
cana-4525	65	21	and	and	CCONJ
cana-4525	65	22	socio	socio	NOUN
cana-4525	65	23	-	-	PUNCT
cana-4525	65	24	economic	economic	ADJ
cana-4525	65	25	factors	factor	NOUN
cana-4525	65	26	,	,	PUNCT
cana-4525	65	27	which	which	PRON
cana-4525	65	28	have	have	AUX
cana-4525	65	29	not	not	PART
cana-4525	65	30	been	be	AUX
cana-4525	65	31	thoroughly	thoroughly	ADV
cana-4525	65	32	studied	study	VERB
cana-4525	65	33	.	.	PUNCT
cana-4525	66	1	additionally	additionally	ADV
cana-4525	66	2	,	,	PUNCT
cana-4525	66	3	there	there	PRON
cana-4525	66	4	is	be	VERB
cana-4525	66	5	a	a	DET
cana-4525	66	6	slackness	slackness	NOUN
cana-4525	66	7	of	of	ADP
cana-4525	66	8	practical	practical	ADJ
cana-4525	66	9	,	,	PUNCT
cana-4525	66	10	real	real	ADJ
cana-4525	66	11	-	-	PUNCT
cana-4525	66	12	world	world	NOUN
cana-4525	66	13	studies	study	NOUN
cana-4525	66	14	showing	show	VERB
cana-4525	66	15	how	how	SCONJ
cana-4525	66	16	ml	ml	NOUN
cana-4525	66	17	-	-	PUNCT
cana-4525	66	18	based	base	VERB
cana-4525	66	19	hybrid	hybrid	ADJ
cana-4525	66	20	power	power	NOUN
cana-4525	66	21	systems	system	NOUN
cana-4525	66	22	can	can	AUX
cana-4525	66	23	be	be	AUX
cana-4525	66	24	effectively	effectively	ADV
cana-4525	66	25	implemented	implement	VERB
cana-4525	66	26	in	in	ADP
cana-4525	66	27	rural	rural	ADJ
cana-4525	66	28	electrification	electrification	NOUN
cana-4525	66	29	beyond	beyond	ADP
cana-4525	66	30	just	just	ADV
cana-4525	66	31	theoretical	theoretical	ADJ
cana-4525	66	32	models	model	NOUN
cana-4525	66	33	or	or	CCONJ
cana-4525	66	34	small	small	ADJ
cana-4525	66	35	pilot	pilot	NOUN
cana-4525	66	36	projects	project	NOUN
cana-4525	66	37	.	.	PUNCT
cana-4525	67	1	addressing	address	VERB
cana-4525	67	2	these	these	DET
cana-4525	67	3	research	research	NOUN
cana-4525	67	4	gaps	gap	NOUN
cana-4525	67	5	would	would	AUX
cana-4525	67	6	greatly	greatly	ADV
cana-4525	67	7	enhance	enhance	VERB
cana-4525	67	8	the	the	DET
cana-4525	67	9	development	development	NOUN
cana-4525	67	10	of	of	ADP
cana-4525	67	11	more	more	ADV
cana-4525	67	12	reliable	reliable	ADJ
cana-4525	67	13	,	,	PUNCT
cana-4525	67	14	efficient	efficient	ADJ
cana-4525	67	15	,	,	PUNCT
cana-4525	67	16	and	and	CCONJ
cana-4525	67	17	sustainable	sustainable	ADJ
cana-4525	67	18	energy	energy	NOUN
cana-4525	67	19	solutions	solution	NOUN
cana-4525	67	20	for	for	ADP
cana-4525	67	21	rural	rural	ADJ
cana-4525	67	22	communities	community	NOUN
cana-4525	67	23	that	that	PRON
cana-4525	67	24	are	be	AUX
cana-4525	67	25	currently	currently	ADV
cana-4525	67	26	underserved	underserved	ADJ
cana-4525	67	27	.	.	PUNCT
cana-4525	68	1	the	the	DET
cana-4525	68	2	main	main	ADJ
cana-4525	68	3	objectives	objective	NOUN
cana-4525	68	4	of	of	ADP
cana-4525	68	5	the	the	DET
cana-4525	68	6	proposed	propose	VERB
cana-4525	68	7	research	research	NOUN
cana-4525	68	8	are	be	AUX
cana-4525	68	9	to	to	PART
cana-4525	68	10	develop	develop	VERB
cana-4525	68	11	a	a	DET
cana-4525	68	12	software	software	NOUN
cana-4525	68	13	model	model	NOUN
cana-4525	68	14	of	of	ADP
cana-4525	68	15	hpg	hpg	NOUN
cana-4525	68	16	added	add	VERB
cana-4525	68	17	with	with	ADP
cana-4525	68	18	regression	regression	NOUN
cana-4525	68	19	based	base	VERB
cana-4525	68	20	ml	ml	ADP
cana-4525	68	21	algorithm	algorithm	NOUN
cana-4525	68	22	for	for	ADP
cana-4525	68	23	improving	improve	VERB
cana-4525	68	24	the	the	DET
cana-4525	68	25	efficiency	efficiency	NOUN
cana-4525	68	26	.	.	PUNCT
cana-4525	69	1	also	also	ADV
cana-4525	69	2	,	,	PUNCT
cana-4525	69	3	to	to	PART
cana-4525	69	4	validate	validate	VERB
cana-4525	69	5	the	the	DET
cana-4525	69	6	superior	superior	ADJ
cana-4525	69	7	performance	performance	NOUN
cana-4525	69	8	of	of	ADP
cana-4525	69	9	regression	regression	NOUN
cana-4525	69	10	based	base	VERB
cana-4525	69	11	ml	ml	ADP
cana-4525	69	12	algorithm	algorithm	NOUN
cana-4525	69	13	,	,	PUNCT
cana-4525	69	14	comparison	comparison	NOUN
cana-4525	69	15	with	with	ADP
cana-4525	69	16	other	other	ADJ
cana-4525	69	17	popular	popular	ADJ
cana-4525	69	18	algorithm	algorithm	NOUN
cana-4525	69	19	is	be	AUX
cana-4525	69	20	also	also	ADV
cana-4525	69	21	carried	carry	VERB
cana-4525	69	22	out	out	ADP
cana-4525	69	23	in	in	ADP
cana-4525	69	24	this	this	DET
cana-4525	69	25	work	work	NOUN
cana-4525	69	26	.	.	PUNCT
cana-4525	70	1	the	the	DET
cana-4525	70	2	entire	entire	ADJ
cana-4525	70	3	research	research	NOUN
cana-4525	70	4	article	article	NOUN
cana-4525	70	5	is	be	AUX
cana-4525	70	6	segmented	segment	VERB
cana-4525	70	7	as	as	SCONJ
cana-4525	70	8	follows	follow	VERB
cana-4525	70	9	:	:	PUNCT
cana-4525	70	10	section	section	NOUN
cana-4525	70	11	2	2	NUM
cana-4525	70	12	presents	present	VERB
cana-4525	70	13	extensive	extensive	ADJ
cana-4525	70	14	literature	literature	NOUN
cana-4525	70	15	review	review	NOUN
cana-4525	70	16	,	,	PUNCT
cana-4525	70	17	section	section	NOUN
cana-4525	70	18	3	3	NUM
cana-4525	70	19	explains	explain	VERB
cana-4525	70	20	materials	material	NOUN
cana-4525	70	21	and	and	CCONJ
cana-4525	70	22	methods	method	NOUN
cana-4525	70	23	,	,	PUNCT
cana-4525	70	24	section	section	NOUN
cana-4525	70	25	4	4	NUM
cana-4525	70	26	presents	present	VERB
cana-4525	70	27	detailed	detailed	ADJ
cana-4525	70	28	results	result	NOUN
cana-4525	70	29	and	and	CCONJ
cana-4525	70	30	discussion	discussion	NOUN
cana-4525	70	31	and	and	CCONJ
cana-4525	70	32	section	section	NOUN
cana-4525	70	33	5	5	NUM
cana-4525	70	34	concludes	conclude	VERB
cana-4525	70	35	the	the	DET
cana-4525	70	36	paper	paper	NOUN
cana-4525	70	37	.	.	PUNCT
cana-4525	71	1	2	2	X
cana-4525	71	2	.	.	X
cana-4525	71	3	objectives	objective	VERB
cana-4525	71	4	the	the	DET
cana-4525	71	5	primary	primary	ADJ
cana-4525	71	6	objective	objective	NOUN
cana-4525	71	7	of	of	ADP
cana-4525	71	8	this	this	DET
cana-4525	71	9	research	research	NOUN
cana-4525	71	10	is	be	AUX
cana-4525	71	11	to	to	PART
cana-4525	71	12	develop	develop	VERB
cana-4525	71	13	a	a	DET
cana-4525	71	14	hybrid	hybrid	ADJ
cana-4525	71	15	power	power	NOUN
cana-4525	71	16	generation	generation	NOUN
cana-4525	71	17	(	(	PUNCT
cana-4525	71	18	hpg	hpg	NOUN
cana-4525	71	19	)	)	PUNCT
cana-4525	71	20	system	system	NOUN
cana-4525	71	21	that	that	PRON
cana-4525	71	22	integrates	integrate	VERB
cana-4525	71	23	multiple	multiple	ADJ
cana-4525	71	24	renewable	renewable	ADJ
cana-4525	71	25	energy	energy	NOUN
cana-4525	71	26	sources	source	NOUN
cana-4525	71	27	to	to	PART
cana-4525	71	28	provide	provide	VERB
cana-4525	71	29	a	a	DET
cana-4525	71	30	sustainable	sustainable	ADJ
cana-4525	71	31	and	and	CCONJ
cana-4525	71	32	efficient	efficient	ADJ
cana-4525	71	33	solution	solution	NOUN
cana-4525	71	34	for	for	ADP
cana-4525	71	35	rural	rural	ADJ
cana-4525	71	36	electrification	electrification	NOUN
cana-4525	71	37	in	in	ADP
cana-4525	71	38	developing	develop	VERB
cana-4525	71	39	countries	country	NOUN
cana-4525	71	40	.	.	PUNCT
cana-4525	72	1	the	the	DET
cana-4525	72	2	study	study	NOUN
cana-4525	72	3	aims	aim	VERB
cana-4525	72	4	to	to	PART
cana-4525	72	5	address	address	VERB
cana-4525	72	6	key	key	ADJ
cana-4525	72	7	challenges	challenge	NOUN
cana-4525	72	8	such	such	ADJ
cana-4525	72	9	as	as	ADP
cana-4525	72	10	limited	limited	ADJ
cana-4525	72	11	grid	grid	NOUN
cana-4525	72	12	accessibility	accessibility	NOUN
cana-4525	72	13	,	,	PUNCT
cana-4525	72	14	high	high	ADJ
cana-4525	72	15	initial	initial	ADJ
cana-4525	72	16	costs	cost	NOUN
cana-4525	72	17	,	,	PUNCT
cana-4525	72	18	poor	poor	ADJ
cana-4525	72	19	infrastructure	infrastructure	NOUN
cana-4525	72	20	maintenance	maintenance	NOUN
cana-4525	72	21	,	,	PUNCT
cana-4525	72	22	and	and	CCONJ
cana-4525	72	23	regulatory	regulatory	ADJ
cana-4525	72	24	barriers	barrier	NOUN
cana-4525	72	25	by	by	ADP
cana-4525	72	26	utilizing	utilize	VERB
cana-4525	72	27	a	a	DET
cana-4525	72	28	combination	combination	NOUN
cana-4525	72	29	of	of	ADP
cana-4525	72	30	solar	solar	ADJ
cana-4525	72	31	and	and	CCONJ
cana-4525	72	32	wind	wind	NOUN
cana-4525	72	33	energy	energy	NOUN
cana-4525	72	34	.	.	PUNCT
cana-4525	73	1	a	a	DET
cana-4525	73	2	key	key	ADJ
cana-4525	73	3	goal	goal	NOUN
cana-4525	73	4	is	be	AUX
cana-4525	73	5	to	to	PART
cana-4525	73	6	design	design	VERB
cana-4525	73	7	and	and	CCONJ
cana-4525	73	8	implement	implement	VERB
cana-4525	73	9	a	a	DET
cana-4525	73	10	double	double	ADJ
cana-4525	73	11	input	input	NOUN
cana-4525	73	12	dc	dc	PROPN
cana-4525	73	13	-	-	PUNCT
cana-4525	73	14	dc	dc	PROPN
cana-4525	73	15	buck	buck	NOUN
cana-4525	73	16	-	-	PUNCT
cana-4525	73	17	boost	boost	NOUN
cana-4525	73	18	converter	converter	NOUN
cana-4525	73	19	that	that	PRON
cana-4525	73	20	enables	enable	VERB
cana-4525	73	21	simultaneous	simultaneous	ADJ
cana-4525	73	22	and	and	CCONJ
cana-4525	73	23	independent	independent	ADJ
cana-4525	73	24	operation	operation	NOUN
cana-4525	73	25	of	of	ADP
cana-4525	73	26	both	both	DET
cana-4525	73	27	energy	energy	NOUN
cana-4525	73	28	sources	source	NOUN
cana-4525	73	29	,	,	PUNCT
cana-4525	73	30	thereby	thereby	ADV
cana-4525	73	31	improving	improve	VERB
cana-4525	73	32	system	system	NOUN
cana-4525	73	33	reliability	reliability	NOUN
cana-4525	73	34	and	and	CCONJ
cana-4525	73	35	efficiency	efficiency	NOUN
cana-4525	73	36	.	.	PUNCT
cana-4525	74	1	furthermore	furthermore	ADV
cana-4525	74	2	,	,	PUNCT
cana-4525	74	3	this	this	DET
cana-4525	74	4	research	research	NOUN
cana-4525	74	5	seeks	seek	VERB
cana-4525	74	6	to	to	PART
cana-4525	74	7	optimize	optimize	VERB
cana-4525	74	8	the	the	DET
cana-4525	74	9	maximum	maximum	ADJ
cana-4525	74	10	power	power	NOUN
cana-4525	74	11	point	point	NOUN
cana-4525	74	12	tracking	tracking	NOUN
cana-4525	74	13	(	(	PUNCT
cana-4525	74	14	mppt	mppt	PROPN
cana-4525	74	15	)	)	PUNCT
cana-4525	74	16	process	process	NOUN
cana-4525	74	17	through	through	ADP
cana-4525	74	18	the	the	DET
cana-4525	74	19	implementation	implementation	NOUN
cana-4525	74	20	of	of	ADP
cana-4525	74	21	a	a	DET
cana-4525	74	22	linear	linear	ADJ
cana-4525	74	23	regression	regression	NOUN
cana-4525	74	24	-	-	PUNCT
cana-4525	74	25	based	base	VERB
cana-4525	74	26	machine	machine	NOUN
cana-4525	74	27	learning	learning	NOUN
cana-4525	74	28	algorithm	algorithm	NOUN
cana-4525	74	29	.	.	PUNCT
cana-4525	75	1	the	the	DET
cana-4525	75	2	objective	objective	NOUN
cana-4525	75	3	is	be	AUX
cana-4525	75	4	to	to	PART
cana-4525	75	5	enhance	enhance	VERB
cana-4525	75	6	energy	energy	NOUN
cana-4525	75	7	extraction	extraction	NOUN
cana-4525	75	8	efficiency	efficiency	NOUN
cana-4525	75	9	by	by	ADP
cana-4525	75	10	accurately	accurately	ADV
cana-4525	75	11	predicting	predict	VERB
cana-4525	75	12	and	and	CCONJ
cana-4525	75	13	adjusting	adjust	VERB
cana-4525	75	14	the	the	DET
cana-4525	75	15	duty	duty	NOUN
cana-4525	75	16	cycle	cycle	NOUN
cana-4525	75	17	of	of	ADP
cana-4525	75	18	the	the	DET
cana-4525	75	19	converter	converter	NOUN
cana-4525	75	20	in	in	ADP
cana-4525	75	21	real	real	ADJ
cana-4525	75	22	-	-	PUNCT
cana-4525	75	23	time	time	NOUN
cana-4525	75	24	,	,	PUNCT
cana-4525	75	25	even	even	ADV
cana-4525	75	26	under	under	ADP
cana-4525	75	27	dynamic	dynamic	ADJ
cana-4525	75	28	environmental	environmental	ADJ
cana-4525	75	29	conditions	condition	NOUN
cana-4525	75	30	such	such	ADJ
cana-4525	75	31	as	as	ADP
cana-4525	75	32	partial	partial	ADJ
cana-4525	75	33	shading	shading	NOUN
cana-4525	75	34	conditions	condition	NOUN
cana-4525	75	35	(	(	PUNCT
cana-4525	75	36	psc	psc	NOUN
cana-4525	75	37	)	)	PUNCT
cana-4525	75	38	and	and	CCONJ
cana-4525	75	39	fluctuating	fluctuate	VERB
cana-4525	75	40	atmospheric	atmospheric	ADJ
cana-4525	75	41	parameters	parameter	NOUN
cana-4525	75	42	.	.	PUNCT
cana-4525	76	1	another	another	DET
cana-4525	76	2	major	major	ADJ
cana-4525	76	3	objective	objective	NOUN
cana-4525	76	4	is	be	AUX
cana-4525	76	5	to	to	PART
cana-4525	76	6	evaluate	evaluate	VERB
cana-4525	76	7	the	the	DET
cana-4525	76	8	system	system	NOUN
cana-4525	76	9	’s	’s	PART
cana-4525	76	10	performance	performance	NOUN
cana-4525	76	11	under	under	ADP
cana-4525	76	12	various	various	ADJ
cana-4525	76	13	shading	shading	NOUN
cana-4525	76	14	conditions	condition	NOUN
cana-4525	76	15	,	,	PUNCT
cana-4525	76	16	including	include	VERB
cana-4525	76	17	zero	zero	NUM
cana-4525	76	18	shading	shading	NOUN
cana-4525	76	19	,	,	PUNCT
cana-4525	76	20	weak	weak	ADJ
cana-4525	76	21	shading	shading	NOUN
cana-4525	76	22	,	,	PUNCT
cana-4525	76	23	and	and	CCONJ
cana-4525	76	24	strong	strong	ADJ
cana-4525	76	25	shading	shading	NOUN
cana-4525	76	26	,	,	PUNCT
cana-4525	76	27	to	to	PART
cana-4525	76	28	analyse	analyse	VERB
cana-4525	76	29	efficiency	efficiency	NOUN
cana-4525	76	30	and	and	CCONJ
cana-4525	76	31	convergence	convergence	NOUN
cana-4525	76	32	time	time	NOUN
cana-4525	76	33	.	.	PUNCT
cana-4525	77	1	the	the	DET
cana-4525	77	2	study	study	NOUN
cana-4525	77	3	also	also	ADV
cana-4525	77	4	aims	aim	VERB
cana-4525	77	5	to	to	PART
cana-4525	77	6	conduct	conduct	VERB
cana-4525	77	7	a	a	DET
cana-4525	77	8	comparative	comparative	ADJ
cana-4525	77	9	analysis	analysis	NOUN
cana-4525	77	10	between	between	ADP
cana-4525	77	11	the	the	DET
cana-4525	77	12	proposed	propose	VERB
cana-4525	77	13	algorithm	algorithm	NOUN
cana-4525	77	14	and	and	CCONJ
cana-4525	77	15	conventional	conventional	ADJ
cana-4525	77	16	mppt	mppt	NOUN
cana-4525	77	17	techniques	technique	NOUN
cana-4525	77	18	to	to	PART
cana-4525	77	19	validate	validate	VERB
cana-4525	77	20	its	its	PRON
cana-4525	77	21	superiority	superiority	NOUN
cana-4525	77	22	in	in	ADP
cana-4525	77	23	terms	term	NOUN
cana-4525	77	24	of	of	ADP
cana-4525	77	25	power	power	NOUN
cana-4525	77	26	optimization	optimization	NOUN
cana-4525	77	27	,	,	PUNCT
cana-4525	77	28	response	response	NOUN
cana-4525	77	29	time	time	NOUN
cana-4525	77	30	,	,	PUNCT
cana-4525	77	31	and	and	CCONJ
cana-4525	77	32	overall	overall	ADJ
cana-4525	77	33	system	system	NOUN
cana-4525	77	34	performance	performance	NOUN
cana-4525	77	35	.	.	PUNCT
cana-4525	78	1	additionally	additionally	ADV
cana-4525	78	2	,	,	PUNCT
cana-4525	78	3	the	the	DET
cana-4525	78	4	research	research	NOUN
cana-4525	78	5	aims	aim	VERB
cana-4525	78	6	to	to	PART
cana-4525	78	7	explore	explore	VERB
cana-4525	78	8	the	the	DET
cana-4525	78	9	feasibility	feasibility	NOUN
cana-4525	78	10	of	of	ADP
cana-4525	78	11	deploying	deploy	VERB
cana-4525	78	12	the	the	DET
cana-4525	78	13	proposed	propose	VERB
cana-4525	78	14	system	system	NOUN
cana-4525	78	15	in	in	ADP
cana-4525	78	16	off	off	ADP
cana-4525	78	17	-	-	PUNCT
cana-4525	78	18	grid	grid	NOUN
cana-4525	78	19	rural	rural	ADJ
cana-4525	78	20	areas	area	NOUN
cana-4525	78	21	,	,	PUNCT
cana-4525	78	22	ensuring	ensure	VERB
cana-4525	78	23	its	its	PRON
cana-4525	78	24	scalability	scalability	NOUN
cana-4525	78	25	and	and	CCONJ
cana-4525	78	26	adaptability	adaptability	NOUN
cana-4525	78	27	to	to	ADP
cana-4525	78	28	different	different	ADJ
cana-4525	78	29	climatic	climatic	ADJ
cana-4525	78	30	and	and	CCONJ
cana-4525	78	31	geographical	geographical	ADJ
cana-4525	78	32	conditions	condition	NOUN
cana-4525	78	33	.	.	PUNCT
cana-4525	79	1	by	by	ADP
cana-4525	79	2	achieving	achieve	VERB
cana-4525	79	3	these	these	DET
cana-4525	79	4	objectives	objective	NOUN
cana-4525	79	5	,	,	PUNCT
cana-4525	79	6	the	the	DET
cana-4525	79	7	study	study	NOUN
cana-4525	79	8	aspires	aspire	VERB
cana-4525	79	9	to	to	PART
cana-4525	79	10	contribute	contribute	VERB
cana-4525	79	11	towards	towards	ADP
cana-4525	79	12	developing	develop	VERB
cana-4525	79	13	a	a	DET
cana-4525	79	14	cost	cost	NOUN
cana-4525	79	15	-	-	PUNCT
cana-4525	79	16	effective	effective	ADJ
cana-4525	79	17	and	and	CCONJ
cana-4525	79	18	reliable	reliable	ADJ
cana-4525	79	19	renewable	renewable	ADJ
cana-4525	79	20	energy	energy	NOUN
cana-4525	79	21	solution	solution	NOUN
cana-4525	79	22	that	that	PRON
cana-4525	79	23	can	can	AUX
cana-4525	79	24	enhance	enhance	VERB
cana-4525	79	25	energy	energy	NOUN
cana-4525	79	26	accessibility	accessibility	NOUN
cana-4525	79	27	,	,	PUNCT
cana-4525	79	28	support	support	NOUN
cana-4525	79	29	socio	socio	NOUN
cana-4525	79	30	-	-	PUNCT
cana-4525	79	31	economic	economic	ADJ
cana-4525	79	32	growth	growth	NOUN
cana-4525	79	33	,	,	PUNCT
cana-4525	79	34	and	and	CCONJ
cana-4525	79	35	promote	promote	VERB
cana-4525	79	36	sustainability	sustainability	NOUN
cana-4525	79	37	in	in	ADP
cana-4525	79	38	underdeveloped	underdeveloped	ADJ
cana-4525	79	39	and	and	CCONJ
cana-4525	79	40	remote	remote	ADJ
cana-4525	79	41	regions	region	NOUN
cana-4525	79	42	.	.	PUNCT
cana-4525	80	1	future	future	ADJ
cana-4525	80	2	directions	direction	NOUN
cana-4525	80	3	of	of	ADP
cana-4525	80	4	this	this	DET
cana-4525	80	5	research	research	NOUN
cana-4525	80	6	include	include	VERB
cana-4525	80	7	integrating	integrate	VERB
cana-4525	80	8	additional	additional	ADJ
cana-4525	80	9	renewable	renewable	ADJ
cana-4525	80	10	energy	energy	NOUN
cana-4525	80	11	sources	source	NOUN
cana-4525	80	12	,	,	PUNCT
cana-4525	80	13	incorporating	incorporate	VERB
cana-4525	80	14	predictive	predictive	ADJ
cana-4525	80	15	maintenance	maintenance	NOUN
cana-4525	80	16	strategies	strategy	NOUN
cana-4525	80	17	,	,	PUNCT
cana-4525	80	18	and	and	CCONJ
cana-4525	80	19	implementing	implement	VERB
cana-4525	80	20	real	real	ADJ
cana-4525	80	21	-	-	PUNCT
cana-4525	80	22	time	time	NOUN
cana-4525	80	23	monitoring	monitoring	NOUN
cana-4525	80	24	to	to	PART
cana-4525	80	25	further	far	ADV
cana-4525	80	26	enhance	enhance	VERB
cana-4525	80	27	the	the	DET
cana-4525	80	28	efficiency	efficiency	NOUN
cana-4525	80	29	and	and	CCONJ
cana-4525	80	30	resilience	resilience	NOUN
cana-4525	80	31	of	of	ADP
cana-4525	80	32	the	the	DET
cana-4525	80	33	hpg	hpg	NOUN
cana-4525	80	34	system	system	NOUN
cana-4525	80	35	.	.	PUNCT
cana-4525	81	1	communications	communication	NOUN
cana-4525	81	2	on	on	ADP
cana-4525	81	3	applied	apply	VERB
cana-4525	81	4	nonlinear	nonlinear	ADJ
cana-4525	81	5	analysis	analysis	NOUN
cana-4525	81	6	issn	issn	NOUN
cana-4525	81	7	:	:	PUNCT
cana-4525	81	8	1074	1074	NUM
cana-4525	81	9	-	-	PUNCT
cana-4525	81	10	133x	133x	NUM
cana-4525	81	11	vol	vol	NOUN
cana-4525	81	12	32	32	NUM
cana-4525	81	13	no	no	NOUN
cana-4525	81	14	.	.	PUNCT
cana-4525	82	1	9s	9s	NUM
cana-4525	82	2	(	(	PUNCT
cana-4525	82	3	2025	2025	NUM
cana-4525	82	4	)	)	PUNCT
cana-4525	82	5	2384	2384	NUM
cana-4525	82	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	82	7	3	3	X
cana-4525	82	8	.	.	X
cana-4525	82	9	literature	literature	PROPN
cana-4525	82	10	review	review	VERB
cana-4525	82	11	the	the	DET
cana-4525	82	12	literature	literature	NOUN
cana-4525	82	13	review	review	NOUN
cana-4525	82	14	include	include	VERB
cana-4525	82	15	the	the	DET
cana-4525	82	16	review	review	NOUN
cana-4525	82	17	of	of	ADP
cana-4525	82	18	existing	exist	VERB
cana-4525	82	19	hpg	hpg	NOUN
cana-4525	82	20	,	,	PUNCT
cana-4525	82	21	the	the	DET
cana-4525	82	22	significance	significance	NOUN
cana-4525	82	23	of	of	ADP
cana-4525	82	24	ml	ml	ADP
cana-4525	82	25	algorithm	algorithm	NOUN
cana-4525	82	26	in	in	ADP
cana-4525	82	27	hpg	hpg	PROPN
cana-4525	82	28	,	,	PUNCT
cana-4525	82	29	overview	overview	NOUN
cana-4525	82	30	of	of	ADP
cana-4525	82	31	hpg	hpg	NOUN
cana-4525	82	32	projects	project	NOUN
cana-4525	82	33	and	and	CCONJ
cana-4525	82	34	the	the	DET
cana-4525	82	35	gap	gap	NOUN
cana-4525	82	36	identification	identification	NOUN
cana-4525	82	37	of	of	ADP
cana-4525	82	38	existing	exist	VERB
cana-4525	82	39	research	research	NOUN
cana-4525	82	40	work	work	NOUN
cana-4525	82	41	.	.	PUNCT
cana-4525	83	1	the	the	DET
cana-4525	83	2	comprehensive	comprehensive	ADJ
cana-4525	83	3	literature	literature	PROPN
cana-4525	83	4	review	review	NOUN
cana-4525	83	5	of	of	ADP
cana-4525	83	6	various	various	ADJ
cana-4525	83	7	articles	article	NOUN
cana-4525	83	8	is	be	AUX
cana-4525	83	9	presented	present	VERB
cana-4525	83	10	here	here	ADV
cana-4525	83	11	.	.	PUNCT
cana-4525	84	1	a.	a.	NOUN
cana-4525	85	1	the	the	DET
cana-4525	85	2	review	review	NOUN
cana-4525	85	3	of	of	ADP
cana-4525	85	4	existing	exist	VERB
cana-4525	85	5	optimizing	optimize	VERB
cana-4525	85	6	algorithms	algorithm	NOUN
cana-4525	85	7	used	use	VERB
cana-4525	85	8	in	in	ADP
cana-4525	85	9	hpg	hpg	NOUN
cana-4525	85	10	there	there	PRON
cana-4525	85	11	are	be	VERB
cana-4525	85	12	conventional	conventional	ADJ
cana-4525	85	13	and	and	CCONJ
cana-4525	85	14	ai	ai	AUX
cana-4525	85	15	based	base	VERB
cana-4525	85	16	optimizing	optimize	VERB
cana-4525	85	17	algorithms	algorithm	NOUN
cana-4525	85	18	are	be	AUX
cana-4525	85	19	used	use	VERB
cana-4525	85	20	in	in	ADP
cana-4525	85	21	hpg	hpg	PROPN
cana-4525	85	22	.	.	PUNCT
cana-4525	86	1	since	since	ADV
cana-4525	86	2	,	,	PUNCT
cana-4525	86	3	the	the	DET
cana-4525	86	4	main	main	ADJ
cana-4525	86	5	focus	focus	NOUN
cana-4525	86	6	is	be	AUX
cana-4525	86	7	solar	solar	ADJ
cana-4525	86	8	based	base	VERB
cana-4525	86	9	hpg	hpg	NOUN
cana-4525	86	10	;	;	PUNCT
cana-4525	86	11	the	the	DET
cana-4525	86	12	optimizing	optimize	VERB
cana-4525	86	13	algorithm	algorithm	NOUN
cana-4525	86	14	is	be	AUX
cana-4525	86	15	referred	refer	VERB
cana-4525	86	16	as	as	ADP
cana-4525	86	17	maximum	maximum	ADJ
cana-4525	86	18	power	power	NOUN
cana-4525	86	19	point	point	NOUN
cana-4525	86	20	tracking	tracking	NOUN
cana-4525	86	21	(	(	PUNCT
cana-4525	86	22	mppt	mppt	PROPN
cana-4525	86	23	)	)	PUNCT
cana-4525	86	24	algorithms	algorithm	NOUN
cana-4525	86	25	.	.	PUNCT
cana-4525	87	1	the	the	DET
cana-4525	87	2	reviews	review	NOUN
cana-4525	87	3	of	of	ADP
cana-4525	87	4	popular	popular	ADJ
cana-4525	87	5	mppt	mppt	NOUN
cana-4525	87	6	algorithms	algorithm	NOUN
cana-4525	87	7	are	be	AUX
cana-4525	87	8	presented	present	VERB
cana-4525	87	9	here	here	ADV
cana-4525	87	10	.	.	PUNCT
cana-4525	88	1	a.	a.	PROPN
cana-4525	88	2	chellakhi	chellakhi	PROPN
cana-4525	88	3	et	et	PROPN
cana-4525	88	4	al	al	PROPN
cana-4525	88	5	.	.	PROPN
cana-4525	88	6	,	,	PUNCT
cana-4525	88	7	developed	develop	VERB
cana-4525	88	8	a	a	DET
cana-4525	88	9	perturb	perturb	NOUN
cana-4525	88	10	&	&	CCONJ
cana-4525	88	11	observe	observe	VERB
cana-4525	88	12	(	(	PUNCT
cana-4525	88	13	p&o	p&o	PROPN
cana-4525	88	14	)	)	PUNCT
cana-4525	88	15	based	base	VERB
cana-4525	88	16	mppt	mppt	PROPN
cana-4525	88	17	algorithm	algorithm	PROPN
cana-4525	88	18	for	for	ADP
cana-4525	88	19	hybrid	hybrid	ADJ
cana-4525	88	20	power	power	NOUN
cana-4525	88	21	generation	generation	NOUN
cana-4525	88	22	(	(	PUNCT
cana-4525	88	23	hpg	hpg	NOUN
cana-4525	88	24	)	)	PUNCT
cana-4525	88	25	systems	system	NOUN
cana-4525	88	26	.	.	PUNCT
cana-4525	89	1	the	the	DET
cana-4525	89	2	p&o	p&o	PROPN
cana-4525	89	3	method	method	NOUN
cana-4525	89	4	is	be	AUX
cana-4525	89	5	easy	easy	ADJ
cana-4525	89	6	to	to	PART
cana-4525	89	7	implement	implement	VERB
cana-4525	89	8	,	,	PUNCT
cana-4525	89	9	requires	require	VERB
cana-4525	89	10	minimal	minimal	ADJ
cana-4525	89	11	computational	computational	ADJ
cana-4525	89	12	resources	resource	NOUN
cana-4525	89	13	,	,	PUNCT
cana-4525	89	14	and	and	CCONJ
cana-4525	89	15	is	be	AUX
cana-4525	89	16	straightforward	straightforward	ADJ
cana-4525	89	17	to	to	PART
cana-4525	89	18	understand	understand	VERB
cana-4525	89	19	.	.	PUNCT
cana-4525	90	1	however	however	ADV
cana-4525	90	2	,	,	PUNCT
cana-4525	90	3	it	it	PRON
cana-4525	90	4	exhibits	exhibit	VERB
cana-4525	90	5	oscillations	oscillation	NOUN
cana-4525	90	6	around	around	ADP
cana-4525	90	7	the	the	DET
cana-4525	90	8	maximum	maximum	ADJ
cana-4525	90	9	power	power	NOUN
cana-4525	90	10	point	point	NOUN
cana-4525	90	11	(	(	PUNCT
cana-4525	90	12	mpp	mpp	NOUN
cana-4525	90	13	)	)	PUNCT
cana-4525	90	14	under	under	ADP
cana-4525	90	15	rapidly	rapidly	ADV
cana-4525	90	16	changing	change	VERB
cana-4525	90	17	atmospheric	atmospheric	ADJ
cana-4525	90	18	conditions	condition	NOUN
cana-4525	90	19	,	,	PUNCT
cana-4525	90	20	resulting	result	VERB
cana-4525	90	21	in	in	ADP
cana-4525	90	22	power	power	NOUN
cana-4525	90	23	loss	loss	NOUN
cana-4525	90	24	and	and	CCONJ
cana-4525	90	25	making	make	VERB
cana-4525	90	26	it	it	PRON
cana-4525	90	27	unsuitable	unsuitable	ADJ
cana-4525	90	28	for	for	ADP
cana-4525	90	29	partial	partial	ADJ
cana-4525	90	30	shading	shading	NOUN
cana-4525	90	31	conditions	condition	NOUN
cana-4525	90	32	(	(	PUNCT
cana-4525	90	33	psc	psc	PROPN
cana-4525	90	34	)	)	PUNCT
cana-4525	90	35	.	.	PUNCT
cana-4525	91	1	the	the	DET
cana-4525	91	2	authors	author	NOUN
cana-4525	91	3	also	also	ADV
cana-4525	91	4	highlighted	highlight	VERB
cana-4525	91	5	its	its	PRON
cana-4525	91	6	slower	slow	ADJ
cana-4525	91	7	response	response	NOUN
cana-4525	91	8	time	time	NOUN
cana-4525	91	9	in	in	ADP
cana-4525	91	10	dynamic	dynamic	ADJ
cana-4525	91	11	conditions	condition	NOUN
cana-4525	91	12	.	.	PUNCT
cana-4525	92	1	the	the	DET
cana-4525	92	2	hill	hill	NOUN
cana-4525	92	3	climbing	climbing	NOUN
cana-4525	92	4	algorithm	algorithm	NOUN
cana-4525	92	5	,	,	PUNCT
cana-4525	92	6	which	which	PRON
cana-4525	92	7	shares	share	VERB
cana-4525	92	8	similarities	similarity	NOUN
cana-4525	92	9	with	with	ADP
cana-4525	92	10	p&o	p&o	PROPN
cana-4525	92	11	but	but	CCONJ
cana-4525	92	12	accounts	account	NOUN
cana-4525	92	13	for	for	ADP
cana-4525	92	14	temperature	temperature	NOUN
cana-4525	92	15	,	,	PUNCT
cana-4525	92	16	also	also	ADV
cana-4525	92	17	demonstrates	demonstrate	VERB
cana-4525	92	18	poor	poor	ADJ
cana-4525	92	19	performance	performance	NOUN
cana-4525	92	20	in	in	ADP
cana-4525	92	21	fluctuating	fluctuate	VERB
cana-4525	92	22	environments	environment	NOUN
cana-4525	92	23	.	.	PUNCT
cana-4525	93	1	h.	h.	PROPN
cana-4525	93	2	abouobaida	abouobaida	CCONJ
cana-4525	93	3	et	et	PROPN
cana-4525	93	4	al	al	PROPN
cana-4525	93	5	.	.	PROPN
cana-4525	93	6	,	,	PUNCT
cana-4525	93	7	developed	develop	VERB
cana-4525	93	8	the	the	DET
cana-4525	93	9	incremental	incremental	ADJ
cana-4525	93	10	conductance	conductance	NOUN
cana-4525	93	11	(	(	PUNCT
cana-4525	93	12	inc	inc	NOUN
cana-4525	93	13	)	)	PUNCT
cana-4525	93	14	algorithm	algorithm	NOUN
cana-4525	93	15	for	for	ADP
cana-4525	93	16	hybrid	hybrid	ADJ
cana-4525	93	17	power	power	NOUN
cana-4525	93	18	generation	generation	NOUN
cana-4525	93	19	(	(	PUNCT
cana-4525	93	20	hpg	hpg	NOUN
cana-4525	93	21	)	)	PUNCT
cana-4525	93	22	systems	system	NOUN
cana-4525	93	23	,	,	PUNCT
cana-4525	93	24	noting	note	VERB
cana-4525	93	25	its	its	PRON
cana-4525	93	26	superior	superior	ADJ
cana-4525	93	27	performance	performance	NOUN
cana-4525	93	28	over	over	ADP
cana-4525	93	29	p&o	p&o	PROPN
cana-4525	93	30	in	in	ADP
cana-4525	93	31	rapidly	rapidly	ADV
cana-4525	93	32	changing	change	VERB
cana-4525	93	33	atmospheric	atmospheric	ADJ
cana-4525	93	34	conditions	condition	NOUN
cana-4525	93	35	,	,	PUNCT
cana-4525	93	36	with	with	ADP
cana-4525	93	37	fewer	few	ADJ
cana-4525	93	38	oscillations	oscillation	NOUN
cana-4525	93	39	around	around	ADP
cana-4525	93	40	the	the	DET
cana-4525	93	41	maximum	maximum	ADJ
cana-4525	93	42	power	power	NOUN
cana-4525	93	43	point	point	NOUN
cana-4525	93	44	(	(	PUNCT
cana-4525	93	45	mpp	mpp	NOUN
cana-4525	93	46	)	)	PUNCT
cana-4525	93	47	.	.	PUNCT
cana-4525	94	1	however	however	ADV
cana-4525	94	2	,	,	PUNCT
cana-4525	94	3	inc	inc	PROPN
cana-4525	94	4	has	have	VERB
cana-4525	94	5	drawbacks	drawback	NOUN
cana-4525	94	6	,	,	PUNCT
cana-4525	94	7	including	include	VERB
cana-4525	94	8	higher	high	ADJ
cana-4525	94	9	memory	memory	NOUN
cana-4525	94	10	requirements	requirement	NOUN
cana-4525	94	11	,	,	PUNCT
cana-4525	94	12	slower	slow	ADJ
cana-4525	94	13	response	response	NOUN
cana-4525	94	14	time	time	NOUN
cana-4525	94	15	,	,	PUNCT
cana-4525	94	16	and	and	CCONJ
cana-4525	94	17	the	the	DET
cana-4525	94	18	need	need	NOUN
cana-4525	94	19	for	for	ADP
cana-4525	94	20	precise	precise	ADJ
cana-4525	94	21	current	current	ADJ
cana-4525	94	22	and	and	CCONJ
cana-4525	94	23	voltage	voltage	NOUN
cana-4525	94	24	measurements	measurement	NOUN
cana-4525	94	25	.	.	PUNCT
cana-4525	95	1	b.	b.	PROPN
cana-4525	95	2	gu	gu	PROPN
cana-4525	95	3	et	et	PROPN
cana-4525	95	4	al	al	PROPN
cana-4525	95	5	.	.	PROPN
cana-4525	95	6	,	,	PUNCT
cana-4525	95	7	proposed	propose	VERB
cana-4525	95	8	a	a	DET
cana-4525	95	9	fuzzy	fuzzy	ADV
cana-4525	95	10	-	-	PUNCT
cana-4525	95	11	based	base	VERB
cana-4525	95	12	optimizing	optimizing	NOUN
cana-4525	95	13	algorithm	algorithm	NOUN
cana-4525	95	14	for	for	ADP
cana-4525	95	15	hpg	hpg	NOUN
cana-4525	95	16	systems	system	NOUN
cana-4525	95	17	,	,	PUNCT
cana-4525	95	18	which	which	PRON
cana-4525	95	19	effectively	effectively	ADV
cana-4525	95	20	handles	handle	VERB
cana-4525	95	21	non	non	ADJ
cana-4525	95	22	-	-	ADJ
cana-4525	95	23	linear	linear	ADJ
cana-4525	95	24	and	and	CCONJ
cana-4525	95	25	dynamic	dynamic	ADJ
cana-4525	95	26	conditions	condition	NOUN
cana-4525	95	27	.	.	PUNCT
cana-4525	96	1	despite	despite	SCONJ
cana-4525	96	2	its	its	PRON
cana-4525	96	3	ability	ability	NOUN
cana-4525	96	4	to	to	PART
cana-4525	96	5	manage	manage	VERB
cana-4525	96	6	environmental	environmental	ADJ
cana-4525	96	7	uncertainties	uncertainty	NOUN
cana-4525	96	8	,	,	PUNCT
cana-4525	96	9	the	the	DET
cana-4525	96	10	design	design	NOUN
cana-4525	96	11	complexity	complexity	NOUN
cana-4525	96	12	and	and	CCONJ
cana-4525	96	13	membership	membership	NOUN
cana-4525	96	14	function	function	NOUN
cana-4525	96	15	formation	formation	NOUN
cana-4525	96	16	require	require	VERB
cana-4525	96	17	significant	significant	ADJ
cana-4525	96	18	computational	computational	ADJ
cana-4525	96	19	resources	resource	NOUN
cana-4525	96	20	.	.	PUNCT
cana-4525	97	1	o.	o.	PROPN
cana-4525	97	2	s.	s.	PROPN
cana-4525	97	3	alemdar	alemdar	PROPN
cana-4525	97	4	et	et	PROPN
cana-4525	97	5	al	al	PROPN
cana-4525	97	6	,	,	PUNCT
cana-4525	97	7	.	.	PUNCT
cana-4525	98	1	highlighted	highlight	VERB
cana-4525	98	2	that	that	SCONJ
cana-4525	98	3	artificial	artificial	ADJ
cana-4525	98	4	neural	neural	ADJ
cana-4525	98	5	network	network	NOUN
cana-4525	98	6	(	(	PUNCT
cana-4525	98	7	ann)-based	ann)-base	VERB
cana-4525	98	8	algorithms	algorithm	NOUN
cana-4525	98	9	offer	offer	VERB
cana-4525	98	10	high	high	ADJ
cana-4525	98	11	tracking	tracking	NOUN
cana-4525	98	12	accuracy	accuracy	NOUN
cana-4525	98	13	for	for	ADP
cana-4525	98	14	optimizing	optimize	VERB
cana-4525	98	15	hybrid	hybrid	ADJ
cana-4525	98	16	power	power	NOUN
cana-4525	98	17	generation	generation	NOUN
cana-4525	98	18	(	(	PUNCT
cana-4525	98	19	hpg	hpg	NOUN
cana-4525	98	20	)	)	PUNCT
cana-4525	98	21	systems	system	NOUN
cana-4525	98	22	,	,	PUNCT
cana-4525	98	23	with	with	ADP
cana-4525	98	24	the	the	DET
cana-4525	98	25	ability	ability	NOUN
cana-4525	98	26	to	to	PART
cana-4525	98	27	learn	learn	VERB
cana-4525	98	28	,	,	PUNCT
cana-4525	98	29	adapt	adapt	VERB
cana-4525	98	30	,	,	PUNCT
cana-4525	98	31	and	and	CCONJ
cana-4525	98	32	reduce	reduce	VERB
cana-4525	98	33	oscillations	oscillation	NOUN
cana-4525	98	34	around	around	ADP
cana-4525	98	35	the	the	DET
cana-4525	98	36	maximum	maximum	ADJ
cana-4525	98	37	power	power	NOUN
cana-4525	98	38	point	point	NOUN
cana-4525	98	39	(	(	PUNCT
cana-4525	98	40	mpp	mpp	NOUN
cana-4525	98	41	)	)	PUNCT
cana-4525	98	42	.	.	PUNCT
cana-4525	99	1	however	however	ADV
cana-4525	99	2	,	,	PUNCT
cana-4525	99	3	ann	ann	PROPN
cana-4525	99	4	requires	require	VERB
cana-4525	99	5	extensive	extensive	ADJ
cana-4525	99	6	data	datum	NOUN
cana-4525	99	7	training	training	NOUN
cana-4525	99	8	,	,	PUNCT
cana-4525	99	9	significant	significant	ADJ
cana-4525	99	10	computational	computational	ADJ
cana-4525	99	11	resources	resource	NOUN
cana-4525	99	12	,	,	PUNCT
cana-4525	99	13	memory	memory	NOUN
cana-4525	99	14	,	,	PUNCT
cana-4525	99	15	and	and	CCONJ
cana-4525	99	16	involves	involve	VERB
cana-4525	99	17	complex	complex	ADJ
cana-4525	99	18	design	design	NOUN
cana-4525	99	19	and	and	CCONJ
cana-4525	99	20	implementation	implementation	NOUN
cana-4525	99	21	.	.	PUNCT
cana-4525	100	1	p.	p.	NOUN
cana-4525	100	2	manasa	manasa	PROPN
cana-4525	100	3	et	et	PROPN
cana-4525	100	4	al	al	PROPN
cana-4525	100	5	.	.	PROPN
cana-4525	100	6	,	,	PUNCT
cana-4525	100	7	suggested	suggest	VERB
cana-4525	100	8	that	that	SCONJ
cana-4525	100	9	particle	particle	NOUN
cana-4525	100	10	swarm	swarm	NOUN
cana-4525	100	11	optimization	optimization	NOUN
cana-4525	100	12	(	(	PUNCT
cana-4525	100	13	pso	pso	NOUN
cana-4525	100	14	)	)	PUNCT
cana-4525	100	15	is	be	AUX
cana-4525	100	16	wellsuited	wellsuite	VERB
cana-4525	100	17	for	for	ADP
cana-4525	100	18	partial	partial	ADJ
cana-4525	100	19	shading	shading	NOUN
cana-4525	100	20	conditions	condition	NOUN
cana-4525	100	21	(	(	PUNCT
cana-4525	100	22	psc	psc	PROPN
cana-4525	100	23	)	)	PUNCT
cana-4525	100	24	due	due	ADP
cana-4525	100	25	to	to	ADP
cana-4525	100	26	its	its	PRON
cana-4525	100	27	fast	fast	ADJ
cana-4525	100	28	convergence	convergence	NOUN
cana-4525	100	29	to	to	ADP
cana-4525	100	30	mpp	mpp	NOUN
cana-4525	100	31	and	and	CCONJ
cana-4525	100	32	suitability	suitability	NOUN
cana-4525	100	33	for	for	ADP
cana-4525	100	34	rapidly	rapidly	ADV
cana-4525	100	35	changing	change	VERB
cana-4525	100	36	environments	environment	NOUN
cana-4525	100	37	.	.	PUNCT
cana-4525	101	1	however	however	ADV
cana-4525	101	2	,	,	PUNCT
cana-4525	101	3	it	it	PRON
cana-4525	101	4	requires	require	VERB
cana-4525	101	5	high	high	ADJ
cana-4525	101	6	-	-	PUNCT
cana-4525	101	7	speed	speed	NOUN
cana-4525	101	8	computing	computing	NOUN
cana-4525	101	9	devices	device	NOUN
cana-4525	101	10	and	and	CCONJ
cana-4525	101	11	precise	precise	ADJ
cana-4525	101	12	tuning	tuning	NOUN
cana-4525	101	13	to	to	PART
cana-4525	101	14	achieve	achieve	VERB
cana-4525	101	15	optimal	optimal	ADJ
cana-4525	101	16	performance	performance	NOUN
cana-4525	101	17	.	.	PUNCT
cana-4525	102	1	a.	a.	PROPN
cana-4525	102	2	awad	awad	PROPN
cana-4525	102	3	et	et	PROPN
cana-4525	102	4	al	al	PROPN
cana-4525	102	5	.	.	PROPN
cana-4525	102	6	,	,	PUNCT
cana-4525	102	7	discussed	discuss	VERB
cana-4525	102	8	the	the	DET
cana-4525	102	9	use	use	NOUN
cana-4525	102	10	of	of	ADP
cana-4525	102	11	a	a	DET
cana-4525	102	12	genetic	genetic	ADJ
cana-4525	102	13	algorithm	algorithm	NOUN
cana-4525	102	14	(	(	PUNCT
cana-4525	102	15	ga	ga	NOUN
cana-4525	102	16	)	)	PUNCT
cana-4525	102	17	for	for	ADP
cana-4525	102	18	real	real	ADJ
cana-4525	102	19	-	-	PUNCT
cana-4525	102	20	time	time	NOUN
cana-4525	102	21	mppt	mppt	NOUN
cana-4525	102	22	in	in	ADP
cana-4525	102	23	hybrid	hybrid	ADJ
cana-4525	102	24	power	power	NOUN
cana-4525	102	25	generation	generation	NOUN
cana-4525	102	26	(	(	PUNCT
cana-4525	102	27	hpg	hpg	NOUN
cana-4525	102	28	)	)	PUNCT
cana-4525	102	29	systems	system	NOUN
cana-4525	102	30	.	.	PUNCT
cana-4525	103	1	ga	ga	PROPN
cana-4525	103	2	is	be	AUX
cana-4525	103	3	effective	effective	ADJ
cana-4525	103	4	for	for	ADP
cana-4525	103	5	partial	partial	ADJ
cana-4525	103	6	shading	shading	NOUN
cana-4525	103	7	conditions	condition	NOUN
cana-4525	103	8	(	(	PUNCT
cana-4525	103	9	psc	psc	NOUN
cana-4525	103	10	)	)	PUNCT
cana-4525	103	11	and	and	CCONJ
cana-4525	103	12	rapidly	rapidly	ADV
cana-4525	103	13	changing	change	VERB
cana-4525	103	14	environments	environment	NOUN
cana-4525	103	15	,	,	PUNCT
cana-4525	103	16	capable	capable	ADJ
cana-4525	103	17	of	of	ADP
cana-4525	103	18	optimizing	optimize	VERB
cana-4525	103	19	multiple	multiple	ADJ
cana-4525	103	20	parameters	parameter	NOUN
cana-4525	103	21	and	and	CCONJ
cana-4525	103	22	finding	find	VERB
cana-4525	103	23	global	global	ADJ
cana-4525	103	24	maxima	maxima	NOUN
cana-4525	103	25	in	in	ADP
cana-4525	103	26	complex	complex	ADJ
cana-4525	103	27	non	non	ADJ
cana-4525	103	28	-	-	ADJ
cana-4525	103	29	linear	linear	ADJ
cana-4525	103	30	conditions	condition	NOUN
cana-4525	103	31	.	.	PUNCT
cana-4525	104	1	however	however	ADV
cana-4525	104	2	,	,	PUNCT
cana-4525	104	3	ga	ga	PROPN
cana-4525	104	4	has	have	VERB
cana-4525	104	5	slower	slow	ADJ
cana-4525	104	6	convergence	convergence	NOUN
cana-4525	104	7	compared	compare	VERB
cana-4525	104	8	to	to	ADP
cana-4525	104	9	pso	pso	VERB
cana-4525	104	10	and	and	CCONJ
cana-4525	104	11	requires	require	VERB
cana-4525	104	12	fine	fine	ADV
cana-4525	104	13	-	-	PUNCT
cana-4525	104	14	tuning	tuning	NOUN
cana-4525	104	15	for	for	ADP
cana-4525	104	16	optimal	optimal	ADJ
cana-4525	104	17	performance	performance	NOUN
cana-4525	104	18	.	.	PUNCT
cana-4525	105	1	a.	a.	PROPN
cana-4525	105	2	ostadrahimi	ostadrahimi	PROPN
cana-4525	105	3	et	et	PROPN
cana-4525	105	4	al	al	PROPN
cana-4525	105	5	.	.	PROPN
cana-4525	105	6	,	,	PUNCT
cana-4525	105	7	explored	explore	VERB
cana-4525	105	8	ant	ant	ADJ
cana-4525	105	9	colony	colony	NOUN
cana-4525	105	10	optimization	optimization	NOUN
cana-4525	105	11	(	(	PUNCT
cana-4525	105	12	aco	aco	PROPN
cana-4525	105	13	)	)	PUNCT
cana-4525	105	14	for	for	ADP
cana-4525	105	15	hpg	hpg	PROPN
cana-4525	105	16	,	,	PUNCT
cana-4525	105	17	which	which	PRON
cana-4525	105	18	accurately	accurately	ADV
cana-4525	105	19	identifies	identify	VERB
cana-4525	105	20	the	the	DET
cana-4525	105	21	maximum	maximum	ADJ
cana-4525	105	22	power	power	NOUN
cana-4525	105	23	point	point	NOUN
cana-4525	105	24	(	(	PUNCT
cana-4525	105	25	mpp	mpp	NOUN
cana-4525	105	26	)	)	PUNCT
cana-4525	105	27	in	in	ADP
cana-4525	105	28	psc	psc	PROPN
cana-4525	105	29	but	but	CCONJ
cana-4525	105	30	also	also	ADV
cana-4525	105	31	has	have	VERB
cana-4525	105	32	slower	slow	ADJ
cana-4525	105	33	convergence	convergence	NOUN
cana-4525	105	34	and	and	CCONJ
cana-4525	105	35	requires	require	VERB
cana-4525	105	36	precise	precise	ADJ
cana-4525	105	37	tuning	tuning	NOUN
cana-4525	105	38	.	.	PUNCT
cana-4525	106	1	n.	n.	PROPN
cana-4525	106	2	priyadarshi	priyadarshi	PROPN
cana-4525	106	3	et	et	PROPN
cana-4525	106	4	al	al	PROPN
cana-4525	106	5	.	.	PROPN
cana-4525	106	6	,	,	PUNCT
cana-4525	106	7	examined	examine	VERB
cana-4525	106	8	differential	differential	ADJ
cana-4525	106	9	communications	communication	NOUN
cana-4525	106	10	on	on	ADP
cana-4525	106	11	applied	apply	VERB
cana-4525	106	12	nonlinear	nonlinear	ADJ
cana-4525	106	13	analysis	analysis	NOUN
cana-4525	106	14	issn	issn	NOUN
cana-4525	106	15	:	:	PUNCT
cana-4525	106	16	1074	1074	NUM
cana-4525	106	17	-	-	PUNCT
cana-4525	106	18	133x	133x	NUM
cana-4525	106	19	vol	vol	NOUN
cana-4525	106	20	32	32	NUM
cana-4525	107	1	no	no	NOUN
cana-4525	107	2	.	.	PUNCT
cana-4525	108	1	9s	9s	NUM
cana-4525	108	2	(	(	PUNCT
cana-4525	108	3	2025	2025	NUM
cana-4525	108	4	)	)	PUNCT
cana-4525	108	5	2385	2385	NUM
cana-4525	108	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	108	7	evolution	evolution	NOUN
cana-4525	108	8	(	(	PUNCT
cana-4525	108	9	de	de	ADJ
cana-4525	108	10	)	)	PUNCT
cana-4525	108	11	in	in	ADP
cana-4525	108	12	solar	solar	NOUN
cana-4525	108	13	-	-	PUNCT
cana-4525	108	14	based	base	VERB
cana-4525	108	15	hpg	hpg	NOUN
cana-4525	108	16	,	,	PUNCT
cana-4525	108	17	noting	note	VERB
cana-4525	108	18	its	its	PRON
cana-4525	108	19	high	high	ADJ
cana-4525	108	20	accuracy	accuracy	NOUN
cana-4525	108	21	in	in	ADP
cana-4525	108	22	finding	find	VERB
cana-4525	108	23	global	global	ADJ
cana-4525	108	24	mpp	mpp	NOUN
cana-4525	108	25	and	and	CCONJ
cana-4525	108	26	faster	fast	ADJ
cana-4525	108	27	convergence	convergence	NOUN
cana-4525	108	28	compared	compare	VERB
cana-4525	108	29	to	to	ADP
cana-4525	108	30	traditional	traditional	ADJ
cana-4525	108	31	algorithms	algorithm	NOUN
cana-4525	108	32	.	.	PUNCT
cana-4525	109	1	de	de	X
cana-4525	109	2	is	be	AUX
cana-4525	109	3	flexible	flexible	ADJ
cana-4525	109	4	in	in	ADP
cana-4525	109	5	handling	handle	VERB
cana-4525	109	6	various	various	ADJ
cana-4525	109	7	optimization	optimization	NOUN
cana-4525	109	8	problems	problem	NOUN
cana-4525	109	9	but	but	CCONJ
cana-4525	109	10	requires	require	VERB
cana-4525	109	11	tuning	tune	VERB
cana-4525	109	12	,	,	PUNCT
cana-4525	109	13	high	high	ADJ
cana-4525	109	14	-	-	PUNCT
cana-4525	109	15	speed	speed	NOUN
cana-4525	109	16	computing	computing	NOUN
cana-4525	109	17	,	,	PUNCT
cana-4525	109	18	and	and	CCONJ
cana-4525	109	19	extensive	extensive	ADJ
cana-4525	109	20	experimentation	experimentation	NOUN
cana-4525	109	21	.	.	PUNCT
cana-4525	110	1	b	b	X
cana-4525	110	2	the	the	DET
cana-4525	110	3	review	review	NOUN
cana-4525	110	4	of	of	ADP
cana-4525	110	5	existing	exist	VERB
cana-4525	110	6	hpg	hpg	NOUN
cana-4525	110	7	systems	system	NOUN
cana-4525	110	8	the	the	DET
cana-4525	110	9	hpg	hpg	NOUN
cana-4525	110	10	includes	include	VERB
cana-4525	110	11	more	more	ADJ
cana-4525	110	12	than	than	ADP
cana-4525	110	13	one	one	NUM
cana-4525	110	14	combination	combination	NOUN
cana-4525	110	15	of	of	ADP
cana-4525	110	16	energy	energy	NOUN
cana-4525	110	17	sources	source	NOUN
cana-4525	110	18	.	.	PUNCT
cana-4525	111	1	the	the	DET
cana-4525	111	2	combination	combination	NOUN
cana-4525	111	3	can	can	AUX
cana-4525	111	4	be	be	AUX
cana-4525	111	5	either	either	CCONJ
cana-4525	111	6	res	re	NOUN
cana-4525	111	7	or	or	CCONJ
cana-4525	111	8	conventional	conventional	ADJ
cana-4525	111	9	source	source	NOUN
cana-4525	111	10	,	,	PUNCT
cana-4525	111	11	and	and	CCONJ
cana-4525	111	12	combination	combination	NOUN
cana-4525	111	13	of	of	ADP
cana-4525	111	14	both	both	DET
cana-4525	111	15	the	the	DET
cana-4525	111	16	sources	source	NOUN
cana-4525	111	17	.	.	PUNCT
cana-4525	112	1	the	the	DET
cana-4525	112	2	detailed	detailed	ADJ
cana-4525	112	3	review	review	NOUN
cana-4525	112	4	of	of	ADP
cana-4525	112	5	possible	possible	ADJ
cana-4525	112	6	combinations	combination	NOUN
cana-4525	112	7	of	of	ADP
cana-4525	112	8	hpg	hpg	NOUN
cana-4525	112	9	is	be	AUX
cana-4525	112	10	presented	present	VERB
cana-4525	112	11	here	here	ADV
cana-4525	112	12	.	.	PUNCT
cana-4525	113	1	a.	a.	PROPN
cana-4525	113	2	chellakhi	chellakhi	PROPN
cana-4525	113	3	et	et	PROPN
cana-4525	113	4	al	al	PROPN
cana-4525	113	5	.	.	PROPN
cana-4525	113	6	,	,	PUNCT
cana-4525	113	7	highlighted	highlight	VERB
cana-4525	113	8	the	the	DET
cana-4525	113	9	practical	practical	ADJ
cana-4525	113	10	feasibility	feasibility	NOUN
cana-4525	113	11	of	of	ADP
cana-4525	113	12	a	a	DET
cana-4525	113	13	solar	solar	ADJ
cana-4525	113	14	-	-	PUNCT
cana-4525	113	15	biomass	biomass	NOUN
cana-4525	113	16	hybrid	hybrid	NOUN
cana-4525	113	17	power	power	NOUN
cana-4525	113	18	generation	generation	NOUN
cana-4525	113	19	(	(	PUNCT
cana-4525	113	20	hpg	hpg	NOUN
cana-4525	113	21	)	)	PUNCT
cana-4525	113	22	system	system	NOUN
cana-4525	113	23	,	,	PUNCT
cana-4525	113	24	emphasizing	emphasize	VERB
cana-4525	113	25	sustainability	sustainability	NOUN
cana-4525	113	26	,	,	PUNCT
cana-4525	113	27	the	the	DET
cana-4525	113	28	complementary	complementary	ADJ
cana-4525	113	29	nature	nature	NOUN
cana-4525	113	30	of	of	ADP
cana-4525	113	31	solar	solar	ADJ
cana-4525	113	32	and	and	CCONJ
cana-4525	113	33	biomass	biomass	NOUN
cana-4525	113	34	,	,	PUNCT
cana-4525	113	35	and	and	CCONJ
cana-4525	113	36	waste	waste	NOUN
cana-4525	113	37	utilization	utilization	NOUN
cana-4525	113	38	.	.	PUNCT
cana-4525	114	1	however	however	ADV
cana-4525	114	2	,	,	PUNCT
cana-4525	114	3	challenges	challenge	NOUN
cana-4525	114	4	include	include	VERB
cana-4525	114	5	biomass	biomass	NOUN
cana-4525	114	6	availability	availability	NOUN
cana-4525	114	7	,	,	PUNCT
cana-4525	114	8	storage	storage	NOUN
cana-4525	114	9	space	space	NOUN
cana-4525	114	10	,	,	PUNCT
cana-4525	114	11	reactor	reactor	NOUN
cana-4525	114	12	design	design	NOUN
cana-4525	114	13	,	,	PUNCT
cana-4525	114	14	and	and	CCONJ
cana-4525	114	15	gas	gas	NOUN
cana-4525	114	16	emissions	emission	NOUN
cana-4525	114	17	.	.	PUNCT
cana-4525	115	1	p.	p.	NOUN
cana-4525	115	2	kuntal	kuntal	PROPN
cana-4525	115	3	et	et	PROPN
cana-4525	115	4	al	al	PROPN
cana-4525	115	5	,	,	PUNCT
cana-4525	115	6	.	.	PUNCT
cana-4525	115	7	discussed	discuss	VERB
cana-4525	115	8	the	the	DET
cana-4525	115	9	wind	wind	NOUN
cana-4525	115	10	-	-	PUNCT
cana-4525	115	11	diesel	diesel	NOUN
cana-4525	115	12	combination	combination	NOUN
cana-4525	115	13	,	,	PUNCT
cana-4525	115	14	noting	note	VERB
cana-4525	115	15	its	its	PRON
cana-4525	115	16	reliability	reliability	NOUN
cana-4525	115	17	,	,	PUNCT
cana-4525	115	18	feasibility	feasibility	NOUN
cana-4525	115	19	,	,	PUNCT
cana-4525	115	20	and	and	CCONJ
cana-4525	115	21	suitability	suitability	NOUN
cana-4525	115	22	for	for	ADP
cana-4525	115	23	remote	remote	ADJ
cana-4525	115	24	applications	application	NOUN
cana-4525	115	25	,	,	PUNCT
cana-4525	115	26	but	but	CCONJ
cana-4525	115	27	pointed	point	VERB
cana-4525	115	28	out	out	ADP
cana-4525	115	29	fuel	fuel	NOUN
cana-4525	115	30	dependency	dependency	NOUN
cana-4525	115	31	,	,	PUNCT
cana-4525	115	32	co2	co2	NOUN
cana-4525	115	33	emissions	emission	NOUN
cana-4525	115	34	,	,	PUNCT
cana-4525	115	35	and	and	CCONJ
cana-4525	115	36	wind	wind	NOUN
cana-4525	115	37	power	power	NOUN
cana-4525	115	38	intermittency	intermittency	NOUN
cana-4525	115	39	as	as	ADP
cana-4525	115	40	key	key	ADJ
cana-4525	115	41	drawbacks	drawback	NOUN
cana-4525	115	42	.	.	PUNCT
cana-4525	116	1	s.	s.	PROPN
cana-4525	116	2	jha	jha	PROPN
cana-4525	116	3	et	et	PROPN
cana-4525	116	4	al	al	PROPN
cana-4525	116	5	.	.	PROPN
cana-4525	116	6	,	,	PUNCT
cana-4525	116	7	explored	explore	VERB
cana-4525	116	8	the	the	DET
cana-4525	116	9	solar	solar	ADJ
cana-4525	116	10	-	-	PUNCT
cana-4525	116	11	diesel	diesel	NOUN
cana-4525	116	12	hpg	hpg	NOUN
cana-4525	116	13	system	system	NOUN
cana-4525	116	14	,	,	PUNCT
cana-4525	116	15	finding	find	VERB
cana-4525	116	16	it	it	PRON
cana-4525	116	17	provides	provide	VERB
cana-4525	116	18	reliable	reliable	ADJ
cana-4525	116	19	backup	backup	NOUN
cana-4525	116	20	,	,	PUNCT
cana-4525	116	21	peak	peak	NOUN
cana-4525	116	22	shaving	shaving	NOUN
cana-4525	116	23	,	,	PUNCT
cana-4525	116	24	and	and	CCONJ
cana-4525	116	25	is	be	AUX
cana-4525	116	26	suitable	suitable	ADJ
cana-4525	116	27	for	for	ADP
cana-4525	116	28	versatile	versatile	ADJ
cana-4525	116	29	applications	application	NOUN
cana-4525	116	30	due	due	ADP
cana-4525	116	31	to	to	ADP
cana-4525	116	32	the	the	DET
cana-4525	116	33	complementary	complementary	ADJ
cana-4525	116	34	nature	nature	NOUN
cana-4525	116	35	of	of	ADP
cana-4525	116	36	both	both	DET
cana-4525	116	37	energy	energy	NOUN
cana-4525	116	38	sources	source	NOUN
cana-4525	116	39	.	.	PUNCT
cana-4525	117	1	s.	s.	PROPN
cana-4525	117	2	el	el	PROPN
cana-4525	117	3	idrissi	idrissi	PROPN
cana-4525	117	4	essebtey	essebtey	PROPN
cana-4525	117	5	et	et	PROPN
cana-4525	117	6	al	al	PROPN
cana-4525	117	7	.	.	PROPN
cana-4525	117	8	,	,	PUNCT
cana-4525	117	9	explored	explore	VERB
cana-4525	117	10	the	the	DET
cana-4525	117	11	feasibility	feasibility	NOUN
cana-4525	117	12	of	of	ADP
cana-4525	117	13	a	a	DET
cana-4525	117	14	wind	wind	NOUN
cana-4525	117	15	-	-	PUNCT
cana-4525	117	16	biomass	biomass	NOUN
cana-4525	117	17	combination	combination	NOUN
cana-4525	117	18	,	,	PUNCT
cana-4525	117	19	citing	cite	VERB
cana-4525	117	20	continuous	continuous	ADJ
cana-4525	117	21	power	power	NOUN
cana-4525	117	22	supply	supply	NOUN
cana-4525	117	23	,	,	PUNCT
cana-4525	117	24	reduced	reduce	VERB
cana-4525	117	25	fuel	fuel	NOUN
cana-4525	117	26	use	use	NOUN
cana-4525	117	27	,	,	PUNCT
cana-4525	117	28	and	and	CCONJ
cana-4525	117	29	environmental	environmental	ADJ
cana-4525	117	30	benefits	benefit	NOUN
cana-4525	117	31	as	as	ADP
cana-4525	117	32	advantages	advantage	NOUN
cana-4525	117	33	.	.	PUNCT
cana-4525	118	1	however	however	ADV
cana-4525	118	2	,	,	PUNCT
cana-4525	118	3	real	real	ADJ
cana-4525	118	4	-	-	PUNCT
cana-4525	118	5	time	time	NOUN
cana-4525	118	6	implementation	implementation	NOUN
cana-4525	118	7	faces	face	VERB
cana-4525	118	8	challenges	challenge	NOUN
cana-4525	118	9	like	like	ADP
cana-4525	118	10	complex	complex	ADJ
cana-4525	118	11	operations	operation	NOUN
cana-4525	118	12	,	,	PUNCT
cana-4525	118	13	biomass	biomass	NOUN
cana-4525	118	14	availability	availability	NOUN
cana-4525	118	15	,	,	PUNCT
cana-4525	118	16	and	and	CCONJ
cana-4525	118	17	high	high	ADJ
cana-4525	118	18	infrastructure	infrastructure	NOUN
cana-4525	118	19	costs	cost	NOUN
cana-4525	118	20	.	.	PUNCT
cana-4525	119	1	s.	s.	PROPN
cana-4525	119	2	tyagi	tyagi	PROPN
cana-4525	119	3	et	et	PROPN
cana-4525	119	4	al	al	PROPN
cana-4525	119	5	.	.	PROPN
cana-4525	119	6	,	,	PUNCT
cana-4525	119	7	reviewed	review	VERB
cana-4525	119	8	the	the	DET
cana-4525	119	9	solar	solar	ADJ
cana-4525	119	10	-	-	PUNCT
cana-4525	119	11	hydro	hydro	NOUN
cana-4525	119	12	hybrid	hybrid	ADJ
cana-4525	119	13	system	system	NOUN
cana-4525	119	14	,	,	PUNCT
cana-4525	119	15	highlighting	highlight	VERB
cana-4525	119	16	its	its	PRON
cana-4525	119	17	complementary	complementary	ADJ
cana-4525	119	18	nature	nature	NOUN
cana-4525	119	19	and	and	CCONJ
cana-4525	119	20	effective	effective	ADJ
cana-4525	119	21	energy	energy	NOUN
cana-4525	119	22	storage	storage	NOUN
cana-4525	119	23	.	.	PUNCT
cana-4525	120	1	the	the	DET
cana-4525	120	2	primary	primary	ADJ
cana-4525	120	3	obstacles	obstacle	NOUN
cana-4525	120	4	include	include	VERB
cana-4525	120	5	geographical	geographical	ADJ
cana-4525	120	6	limitations	limitation	NOUN
cana-4525	120	7	,	,	PUNCT
cana-4525	120	8	ecological	ecological	ADJ
cana-4525	120	9	impacts	impact	NOUN
cana-4525	120	10	from	from	ADP
cana-4525	120	11	dam	dam	NOUN
cana-4525	120	12	construction	construction	NOUN
cana-4525	120	13	,	,	PUNCT
cana-4525	120	14	and	and	CCONJ
cana-4525	120	15	high	high	ADJ
cana-4525	120	16	initial	initial	ADJ
cana-4525	120	17	investment	investment	NOUN
cana-4525	120	18	.	.	PUNCT
cana-4525	121	1	s.	s.	PROPN
cana-4525	121	2	puchalapalli	puchalapalli	PROPN
cana-4525	121	3	et	et	PROPN
cana-4525	121	4	al	al	PROPN
cana-4525	121	5	.	.	PROPN
cana-4525	121	6	,	,	PUNCT
cana-4525	121	7	presented	present	VERB
cana-4525	121	8	a	a	DET
cana-4525	121	9	solar	solar	ADJ
cana-4525	121	10	-	-	PUNCT
cana-4525	121	11	wind	wind	NOUN
cana-4525	121	12	-	-	PUNCT
cana-4525	121	13	diesel	diesel	NOUN
cana-4525	121	14	combination	combination	NOUN
cana-4525	121	15	,	,	PUNCT
cana-4525	121	16	highlighting	highlight	VERB
cana-4525	121	17	its	its	PRON
cana-4525	121	18	high	high	ADJ
cana-4525	121	19	reliability	reliability	NOUN
cana-4525	121	20	but	but	CCONJ
cana-4525	121	21	noting	note	VERB
cana-4525	121	22	the	the	DET
cana-4525	121	23	need	need	NOUN
cana-4525	121	24	for	for	ADP
cana-4525	121	25	complex	complex	ADJ
cana-4525	121	26	control	control	NOUN
cana-4525	121	27	systems	system	NOUN
cana-4525	121	28	.	.	PUNCT
cana-4525	122	1	a.	a.	PROPN
cana-4525	122	2	el	el	PROPN
cana-4525	122	3	-	-	PROPN
cana-4525	122	4	ayoubi	ayoubi	ADV
cana-4525	122	5	et	et	PROPN
cana-4525	122	6	al	al	PROPN
cana-4525	122	7	.	.	PROPN
cana-4525	122	8	,	,	PUNCT
cana-4525	122	9	proposed	propose	VERB
cana-4525	122	10	solar	solar	ADJ
cana-4525	122	11	-	-	PUNCT
cana-4525	122	12	wind	wind	NOUN
cana-4525	122	13	-	-	PUNCT
cana-4525	122	14	biomass	biomass	NOUN
cana-4525	122	15	as	as	ADP
cana-4525	122	16	a	a	DET
cana-4525	122	17	viable	viable	ADJ
cana-4525	122	18	hpg	hpg	NOUN
cana-4525	122	19	option	option	NOUN
cana-4525	122	20	due	due	ADP
cana-4525	122	21	to	to	ADP
cana-4525	122	22	its	its	PRON
cana-4525	122	23	complementary	complementary	ADJ
cana-4525	122	24	energy	energy	NOUN
cana-4525	122	25	mix	mix	NOUN
cana-4525	122	26	,	,	PUNCT
cana-4525	122	27	sustainability	sustainability	NOUN
cana-4525	122	28	,	,	PUNCT
cana-4525	122	29	and	and	CCONJ
cana-4525	122	30	waste	waste	NOUN
cana-4525	122	31	utilization	utilization	NOUN
cana-4525	122	32	,	,	PUNCT
cana-4525	122	33	though	though	SCONJ
cana-4525	122	34	complex	complex	ADJ
cana-4525	122	35	integration	integration	NOUN
cana-4525	122	36	,	,	PUNCT
cana-4525	122	37	high	high	ADJ
cana-4525	122	38	maintenance	maintenance	NOUN
cana-4525	122	39	,	,	PUNCT
cana-4525	122	40	and	and	CCONJ
cana-4525	122	41	resource	resource	NOUN
cana-4525	122	42	dependency	dependency	NOUN
cana-4525	122	43	pose	pose	NOUN
cana-4525	122	44	challenges	challenge	NOUN
cana-4525	122	45	.	.	PUNCT
cana-4525	123	1	w.	w.	PROPN
cana-4525	123	2	zuo	zuo	PROPN
cana-4525	123	3	et	et	PROPN
cana-4525	123	4	al	al	PROPN
cana-4525	123	5	,	,	PUNCT
cana-4525	123	6	studied	study	VERB
cana-4525	123	7	the	the	DET
cana-4525	123	8	wind	wind	NOUN
cana-4525	123	9	-	-	PUNCT
cana-4525	123	10	diesel	diesel	NOUN
cana-4525	123	11	-	-	PUNCT
cana-4525	123	12	biomass	biomass	NOUN
cana-4525	123	13	combination	combination	NOUN
cana-4525	123	14	,	,	PUNCT
cana-4525	123	15	finding	find	VERB
cana-4525	123	16	it	it	PRON
cana-4525	123	17	reliable	reliable	ADJ
cana-4525	123	18	,	,	PUNCT
cana-4525	123	19	flexible	flexible	ADJ
cana-4525	123	20	,	,	PUNCT
cana-4525	123	21	and	and	CCONJ
cana-4525	123	22	with	with	ADP
cana-4525	123	23	reduced	reduce	VERB
cana-4525	123	24	greenhouse	greenhouse	NOUN
cana-4525	123	25	emissions	emission	NOUN
cana-4525	123	26	,	,	PUNCT
cana-4525	123	27	but	but	CCONJ
cana-4525	123	28	environmental	environmental	ADJ
cana-4525	123	29	impact	impact	NOUN
cana-4525	123	30	,	,	PUNCT
cana-4525	123	31	complexity	complexity	NOUN
cana-4525	123	32	,	,	PUNCT
cana-4525	123	33	and	and	CCONJ
cana-4525	123	34	fuel	fuel	NOUN
cana-4525	123	35	logistics	logistic	NOUN
cana-4525	123	36	remain	remain	VERB
cana-4525	123	37	obstacles	obstacle	NOUN
cana-4525	123	38	.	.	PUNCT
cana-4525	124	1	a.	a.	PROPN
cana-4525	124	2	b.	b.	PROPN
cana-4525	124	3	d.	d.	PROPN
cana-4525	124	4	oliveira	oliveira	PROPN
cana-4525	124	5	neto	neto	PROPN
cana-4525	124	6	et	et	PROPN
cana-4525	124	7	al	al	PROPN
cana-4525	124	8	.	.	PROPN
cana-4525	124	9	,	,	PUNCT
cana-4525	124	10	explored	explore	VERB
cana-4525	124	11	the	the	DET
cana-4525	124	12	solar	solar	ADJ
cana-4525	124	13	-	-	PUNCT
cana-4525	124	14	wind	wind	NOUN
cana-4525	124	15	hpg	hpg	NOUN
cana-4525	124	16	system	system	NOUN
cana-4525	124	17	for	for	ADP
cana-4525	124	18	rural	rural	ADJ
cana-4525	124	19	and	and	CCONJ
cana-4525	124	20	isolated	isolated	ADJ
cana-4525	124	21	areas	area	NOUN
cana-4525	124	22	,	,	PUNCT
cana-4525	124	23	citing	cite	VERB
cana-4525	124	24	complementary	complementary	ADJ
cana-4525	124	25	energy	energy	NOUN
cana-4525	124	26	production	production	NOUN
cana-4525	124	27	and	and	CCONJ
cana-4525	124	28	scalability	scalability	NOUN
cana-4525	124	29	,	,	PUNCT
cana-4525	124	30	though	though	SCONJ
cana-4525	124	31	challenges	challenge	NOUN
cana-4525	124	32	like	like	ADP
cana-4525	124	33	high	high	ADJ
cana-4525	124	34	capital	capital	NOUN
cana-4525	124	35	costs	cost	NOUN
cana-4525	124	36	,	,	PUNCT
cana-4525	124	37	space	space	NOUN
cana-4525	124	38	requirements	requirement	NOUN
cana-4525	124	39	,	,	PUNCT
cana-4525	124	40	and	and	CCONJ
cana-4525	124	41	intermittency	intermittency	NOUN
cana-4525	124	42	need	need	VERB
cana-4525	124	43	to	to	PART
cana-4525	124	44	be	be	AUX
cana-4525	124	45	addressed	address	VERB
cana-4525	124	46	with	with	ADP
cana-4525	124	47	optimization	optimization	NOUN
cana-4525	124	48	techniques	technique	NOUN
cana-4525	124	49	.	.	PUNCT
cana-4525	125	1	the	the	DET
cana-4525	125	2	proposed	propose	VERB
cana-4525	125	3	research	research	NOUN
cana-4525	125	4	uses	use	VERB
cana-4525	125	5	the	the	DET
cana-4525	125	6	solar	solar	ADJ
cana-4525	125	7	-	-	PUNCT
cana-4525	125	8	wind	wind	NOUN
cana-4525	125	9	combination	combination	NOUN
cana-4525	125	10	for	for	ADP
cana-4525	125	11	rural	rural	ADJ
cana-4525	125	12	electrification	electrification	NOUN
cana-4525	125	13	.	.	PUNCT
cana-4525	126	1	c	c	AUX
cana-4525	126	2	the	the	DET
cana-4525	126	3	role	role	NOUN
cana-4525	126	4	of	of	ADP
cana-4525	126	5	machine	machine	NOUN
cana-4525	126	6	learning	learn	VERB
cana-4525	126	7	algorithm	algorithm	NOUN
cana-4525	126	8	in	in	ADP
cana-4525	126	9	hybrid	hybrid	ADJ
cana-4525	126	10	power	power	NOUN
cana-4525	126	11	generation	generation	NOUN
cana-4525	126	12	machine	machine	NOUN
cana-4525	126	13	learning	learning	NOUN
cana-4525	126	14	(	(	PUNCT
cana-4525	126	15	ml	ml	NOUN
cana-4525	126	16	)	)	PUNCT
cana-4525	126	17	algorithms	algorithm	NOUN
cana-4525	126	18	play	play	VERB
cana-4525	126	19	a	a	DET
cana-4525	126	20	crucial	crucial	ADJ
cana-4525	126	21	role	role	NOUN
cana-4525	126	22	in	in	ADP
cana-4525	126	23	optimizing	optimize	VERB
cana-4525	126	24	hybrid	hybrid	ADJ
cana-4525	126	25	power	power	NOUN
cana-4525	126	26	generation	generation	NOUN
cana-4525	126	27	(	(	PUNCT
cana-4525	126	28	hpg	hpg	NOUN
cana-4525	126	29	)	)	PUNCT
cana-4525	126	30	systems	system	NOUN
cana-4525	126	31	by	by	ADP
cana-4525	126	32	predicting	predict	VERB
cana-4525	126	33	energy	energy	NOUN
cana-4525	126	34	demand	demand	NOUN
cana-4525	126	35	,	,	PUNCT
cana-4525	126	36	renewable	renewable	ADJ
cana-4525	126	37	energy	energy	NOUN
cana-4525	126	38	output	output	NOUN
cana-4525	126	39	,	,	PUNCT
cana-4525	126	40	and	and	CCONJ
cana-4525	126	41	enabling	enable	VERB
cana-4525	126	42	dynamic	dynamic	ADJ
cana-4525	126	43	load	load	NOUN
cana-4525	126	44	balancing	balancing	NOUN
cana-4525	126	45	,	,	PUNCT
cana-4525	126	46	real	real	ADJ
cana-4525	126	47	-	-	PUNCT
cana-4525	126	48	time	time	NOUN
cana-4525	126	49	decision	decision	NOUN
cana-4525	126	50	-	-	PUNCT
cana-4525	126	51	making	making	NOUN
cana-4525	126	52	,	,	PUNCT
cana-4525	126	53	and	and	CCONJ
cana-4525	126	54	predictive	predictive	ADJ
cana-4525	126	55	maintenance	maintenance	NOUN
cana-4525	126	56	to	to	PART
cana-4525	126	57	enhance	enhance	VERB
cana-4525	126	58	energy	energy	NOUN
cana-4525	126	59	efficiency	efficiency	NOUN
cana-4525	126	60	.	.	PUNCT
cana-4525	127	1	g.	g.	PROPN
cana-4525	127	2	senthilkumar	senthilkumar	PROPN
cana-4525	127	3	et	et	PROPN
cana-4525	127	4	al	al	PROPN
cana-4525	127	5	.	.	PROPN
cana-4525	127	6	noted	note	VERB
cana-4525	127	7	that	that	SCONJ
cana-4525	127	8	ml	ml	NOUN
cana-4525	127	9	improves	improve	VERB
cana-4525	127	10	predictive	predictive	ADJ
cana-4525	127	11	accuracy	accuracy	NOUN
cana-4525	127	12	for	for	ADP
cana-4525	127	13	hpg	hpg	NOUN
cana-4525	127	14	systems	system	NOUN
cana-4525	127	15	,	,	PUNCT
cana-4525	127	16	but	but	CCONJ
cana-4525	127	17	requires	require	VERB
cana-4525	127	18	highquality	highquality	NOUN
cana-4525	127	19	datasets	dataset	NOUN
cana-4525	127	20	and	and	CCONJ
cana-4525	127	21	memory	memory	NOUN
cana-4525	127	22	.	.	PUNCT
cana-4525	128	1	w.	w.	PROPN
cana-4525	128	2	ahmed	ahmed	PROPN
cana-4525	128	3	et	et	PROPN
cana-4525	128	4	al	al	PROPN
cana-4525	128	5	.	.	PROPN
cana-4525	128	6	,	,	PUNCT
cana-4525	128	7	highlighted	highlight	VERB
cana-4525	128	8	ml	ml	NOUN
cana-4525	128	9	's	's	PART
cana-4525	128	10	potential	potential	NOUN
cana-4525	128	11	to	to	PART
cana-4525	128	12	optimize	optimize	VERB
cana-4525	128	13	operational	operational	ADJ
cana-4525	128	14	costs	cost	NOUN
cana-4525	128	15	,	,	PUNCT
cana-4525	128	16	though	though	SCONJ
cana-4525	128	17	implementation	implementation	NOUN
cana-4525	128	18	is	be	AUX
cana-4525	128	19	expensive	expensive	ADJ
cana-4525	128	20	due	due	ADP
cana-4525	128	21	to	to	ADP
cana-4525	128	22	the	the	DET
cana-4525	128	23	need	need	NOUN
cana-4525	128	24	for	for	ADP
cana-4525	128	25	advanced	advanced	ADJ
cana-4525	128	26	hardware	hardware	NOUN
cana-4525	128	27	and	and	CCONJ
cana-4525	128	28	software	software	NOUN
cana-4525	128	29	.	.	PUNCT
cana-4525	129	1	r.	r.	PROPN
cana-4525	129	2	colucci	colucci	PROPN
cana-4525	129	3	et	et	PROPN
cana-4525	129	4	al	al	PROPN
cana-4525	129	5	.	.	PROPN
cana-4525	129	6	,	,	PUNCT
cana-4525	129	7	emphasized	emphasize	VERB
cana-4525	129	8	the	the	DET
cana-4525	129	9	scalability	scalability	NOUN
cana-4525	129	10	of	of	ADP
cana-4525	129	11	hpg	hpg	NOUN
cana-4525	129	12	systems	system	NOUN
cana-4525	129	13	,	,	PUNCT
cana-4525	129	14	but	but	CCONJ
cana-4525	129	15	noted	note	VERB
cana-4525	129	16	infrastructure	infrastructure	NOUN
cana-4525	129	17	challenges	challenge	NOUN
cana-4525	129	18	in	in	ADP
cana-4525	129	19	communications	communication	NOUN
cana-4525	129	20	on	on	ADP
cana-4525	129	21	applied	apply	VERB
cana-4525	129	22	nonlinear	nonlinear	ADJ
cana-4525	129	23	analysis	analysis	NOUN
cana-4525	129	24	issn	issn	NOUN
cana-4525	129	25	:	:	PUNCT
cana-4525	129	26	1074	1074	NUM
cana-4525	129	27	-	-	PUNCT
cana-4525	129	28	133x	133x	NUM
cana-4525	129	29	vol	vol	NOUN
cana-4525	129	30	32	32	NUM
cana-4525	129	31	no	no	NOUN
cana-4525	129	32	.	.	PUNCT
cana-4525	130	1	9s	9s	NUM
cana-4525	130	2	(	(	PUNCT
cana-4525	130	3	2025	2025	NUM
cana-4525	130	4	)	)	PUNCT
cana-4525	130	5	2386	2386	NUM
cana-4525	130	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	130	7	rural	rural	ADJ
cana-4525	130	8	areas	area	NOUN
cana-4525	130	9	.	.	PUNCT
cana-4525	131	1	ml	ml	NOUN
cana-4525	131	2	excels	excel	NOUN
cana-4525	131	3	at	at	ADP
cana-4525	131	4	handling	handle	VERB
cana-4525	131	5	non	non	NOUN
cana-4525	131	6	-	-	NOUN
cana-4525	131	7	linearities	linearity	NOUN
cana-4525	131	8	,	,	PUNCT
cana-4525	131	9	making	make	VERB
cana-4525	131	10	it	it	PRON
cana-4525	131	11	effective	effective	ADJ
cana-4525	131	12	during	during	ADP
cana-4525	131	13	partial	partial	ADJ
cana-4525	131	14	shading	shading	NOUN
cana-4525	131	15	conditions	condition	NOUN
cana-4525	131	16	(	(	PUNCT
cana-4525	131	17	psc	psc	NOUN
cana-4525	131	18	)	)	PUNCT
cana-4525	131	19	and	and	CCONJ
cana-4525	131	20	rapidly	rapidly	ADV
cana-4525	131	21	changing	change	VERB
cana-4525	131	22	weather	weather	NOUN
cana-4525	131	23	.	.	PUNCT
cana-4525	132	1	a.	a.	PROPN
cana-4525	132	2	djellad	djellad	VERB
cana-4525	132	3	et	et	PROPN
cana-4525	132	4	al	al	PROPN
cana-4525	132	5	.	.	PROPN
cana-4525	132	6	,	,	PUNCT
cana-4525	132	7	suggested	suggest	VERB
cana-4525	132	8	that	that	SCONJ
cana-4525	132	9	ml	ml	AUX
cana-4525	132	10	offers	offer	VERB
cana-4525	132	11	advantages	advantage	NOUN
cana-4525	132	12	in	in	ADP
cana-4525	132	13	prediction	prediction	NOUN
cana-4525	132	14	,	,	PUNCT
cana-4525	132	15	adaptability	adaptability	NOUN
cana-4525	132	16	,	,	PUNCT
cana-4525	132	17	and	and	CCONJ
cana-4525	132	18	real	real	ADJ
cana-4525	132	19	-	-	PUNCT
cana-4525	132	20	time	time	NOUN
cana-4525	132	21	decision	decision	NOUN
cana-4525	132	22	-	-	PUNCT
cana-4525	132	23	making	making	NOUN
cana-4525	132	24	over	over	ADP
cana-4525	132	25	traditional	traditional	ADJ
cana-4525	132	26	methods	method	NOUN
cana-4525	132	27	.	.	PUNCT
cana-4525	133	1	k.-h	k.-h	NOUN
cana-4525	133	2	.	.	PUNCT
cana-4525	134	1	chao	chao	PROPN
cana-4525	134	2	et	et	PROPN
cana-4525	134	3	al	al	PROPN
cana-4525	134	4	.	.	PROPN
cana-4525	134	5	,	,	PUNCT
cana-4525	134	6	recommended	recommend	VERB
cana-4525	134	7	regression	regression	NOUN
cana-4525	134	8	-	-	PUNCT
cana-4525	134	9	based	base	VERB
cana-4525	134	10	ml	ml	NOUN
cana-4525	134	11	for	for	ADP
cana-4525	134	12	its	its	PRON
cana-4525	134	13	simplicity	simplicity	NOUN
cana-4525	134	14	,	,	PUNCT
cana-4525	134	15	ease	ease	NOUN
cana-4525	134	16	of	of	ADP
cana-4525	134	17	implementation	implementation	NOUN
cana-4525	134	18	,	,	PUNCT
cana-4525	134	19	quick	quick	ADJ
cana-4525	134	20	training	training	NOUN
cana-4525	134	21	,	,	PUNCT
cana-4525	134	22	and	and	CCONJ
cana-4525	134	23	low	low	ADJ
cana-4525	134	24	computational	computational	ADJ
cana-4525	134	25	demands	demand	NOUN
cana-4525	134	26	,	,	PUNCT
cana-4525	134	27	making	make	VERB
cana-4525	134	28	it	it	PRON
cana-4525	134	29	suitable	suitable	ADJ
cana-4525	134	30	for	for	ADP
cana-4525	134	31	smaller	small	ADJ
cana-4525	134	32	datasets	dataset	NOUN
cana-4525	134	33	.	.	PUNCT
cana-4525	135	1	the	the	DET
cana-4525	135	2	proposed	propose	VERB
cana-4525	135	3	research	research	NOUN
cana-4525	135	4	incorporates	incorporate	VERB
cana-4525	135	5	a	a	DET
cana-4525	135	6	linear	linear	ADJ
cana-4525	135	7	regression	regression	NOUN
cana-4525	135	8	-	-	PUNCT
cana-4525	135	9	based	base	VERB
cana-4525	135	10	ml	ml	NOUN
cana-4525	135	11	algorithm	algorithm	NOUN
cana-4525	135	12	for	for	ADP
cana-4525	135	13	optimizing	optimize	VERB
cana-4525	135	14	the	the	DET
cana-4525	135	15	solar	solar	ADJ
cana-4525	135	16	-	-	PUNCT
cana-4525	135	17	wind	wind	NOUN
cana-4525	135	18	hpg	hpg	NOUN
cana-4525	135	19	system	system	NOUN
cana-4525	135	20	.	.	PUNCT
cana-4525	136	1	4	4	X
cana-4525	136	2	.	.	X
cana-4525	136	3	materials	material	NOUN
cana-4525	136	4	and	and	CCONJ
cana-4525	136	5	methods	method	NOUN
cana-4525	136	6	the	the	DET
cana-4525	136	7	proposed	propose	VERB
cana-4525	136	8	hpg	hpg	NOUN
cana-4525	136	9	system	system	NOUN
cana-4525	136	10	consisting	consist	VERB
cana-4525	136	11	of	of	ADP
cana-4525	136	12	two	two	NUM
cana-4525	136	13	independent	independent	ADJ
cana-4525	136	14	res	re	NOUN
cana-4525	136	15	such	such	ADJ
cana-4525	136	16	as	as	ADP
cana-4525	136	17	solar	solar	ADJ
cana-4525	136	18	and	and	CCONJ
cana-4525	136	19	wind	wind	NOUN
cana-4525	136	20	energy	energy	NOUN
cana-4525	136	21	sources	source	NOUN
cana-4525	136	22	,	,	PUNCT
cana-4525	136	23	double	double	ADJ
cana-4525	136	24	input	input	NOUN
cana-4525	136	25	dc	dc	PROPN
cana-4525	136	26	-	-	PUNCT
cana-4525	136	27	dc	dc	PROPN
cana-4525	136	28	buck	buck	NOUN
cana-4525	136	29	-	-	PUNCT
cana-4525	136	30	boost	boost	NOUN
cana-4525	136	31	converter	converter	NOUN
cana-4525	136	32	,	,	PUNCT
cana-4525	136	33	ml	ml	ADP
cana-4525	136	34	based	base	VERB
cana-4525	136	35	mppt	mppt	PROPN
cana-4525	136	36	controller	controller	PROPN
cana-4525	136	37	,	,	PUNCT
cana-4525	136	38	and	and	CCONJ
cana-4525	136	39	the	the	DET
cana-4525	136	40	electrical	electrical	ADJ
cana-4525	136	41	load	load	NOUN
cana-4525	136	42	.	.	PUNCT
cana-4525	137	1	in	in	ADP
cana-4525	137	2	order	order	NOUN
cana-4525	137	3	to	to	PART
cana-4525	137	4	adopt	adopt	VERB
cana-4525	137	5	regression	regression	NOUN
cana-4525	137	6	based	base	VERB
cana-4525	137	7	ml	ml	ADP
cana-4525	137	8	algorithm	algorithm	NOUN
cana-4525	137	9	in	in	ADP
cana-4525	137	10	the	the	DET
cana-4525	137	11	hpg	hpg	NOUN
cana-4525	137	12	,	,	PUNCT
cana-4525	137	13	data	datum	NOUN
cana-4525	137	14	set	set	VERB
cana-4525	137	15	is	be	AUX
cana-4525	137	16	required	require	VERB
cana-4525	137	17	.	.	PUNCT
cana-4525	138	1	regarding	regard	VERB
cana-4525	138	2	the	the	DET
cana-4525	138	3	data	datum	NOUN
cana-4525	138	4	collection	collection	NOUN
cana-4525	138	5	,	,	PUNCT
cana-4525	138	6	the	the	DET
cana-4525	138	7	temperature	temperature	NOUN
cana-4525	138	8	and	and	CCONJ
cana-4525	138	9	solar	solar	ADJ
cana-4525	138	10	irradiance	irradiance	NOUN
cana-4525	138	11	mavinahunda	mavinahunda	NOUN
cana-4525	138	12	site	site	NOUN
cana-4525	138	13	,	,	PUNCT
cana-4525	138	14	raybagh	raybagh	NOUN
cana-4525	138	15	taluk	taluk	NOUN
cana-4525	138	16	,	,	PUNCT
cana-4525	138	17	belagavi	belagavi	VERB
cana-4525	138	18	district	district	NOUN
cana-4525	138	19	,	,	PUNCT
cana-4525	138	20	karnataka	karnataka	PROPN
cana-4525	138	21	,	,	PUNCT
cana-4525	138	22	india	india	PROPN
cana-4525	138	23	is	be	AUX
cana-4525	138	24	collected	collect	VERB
cana-4525	138	25	using	use	VERB
cana-4525	138	26	the	the	DET
cana-4525	138	27	open	open	ADJ
cana-4525	138	28	source	source	NOUN
cana-4525	138	29	data	datum	NOUN
cana-4525	138	30	of	of	ADP
cana-4525	138	31	karnataka	karnataka	PROPN
cana-4525	138	32	renewable	renewable	ADJ
cana-4525	138	33	energy	energy	NOUN
cana-4525	138	34	development	development	NOUN
cana-4525	138	35	limited	limit	VERB
cana-4525	138	36	(	(	PUNCT
cana-4525	138	37	kredl).the	kredl).the	DET
cana-4525	138	38	steps	step	NOUN
cana-4525	138	39	involved	involve	VERB
cana-4525	138	40	for	for	ADP
cana-4525	138	41	the	the	DET
cana-4525	138	42	implementation	implementation	NOUN
cana-4525	138	43	of	of	ADP
cana-4525	138	44	proposed	propose	VERB
cana-4525	138	45	hpg	hpg	NOUN
cana-4525	138	46	is	be	AUX
cana-4525	138	47	illustrated	illustrate	VERB
cana-4525	138	48	in	in	ADP
cana-4525	138	49	figure	figure	NOUN
cana-4525	138	50	2	2	NUM
cana-4525	138	51	.	.	PUNCT
cana-4525	139	1	figure	figure	NOUN
cana-4525	139	2	.	.	PUNCT
cana-4525	140	1	2	2	X
cana-4525	140	2	.	.	NUM
cana-4525	140	3	steps	step	NOUN
cana-4525	140	4	for	for	ADP
cana-4525	140	5	the	the	DET
cana-4525	140	6	implementation	implementation	NOUN
cana-4525	140	7	of	of	ADP
cana-4525	140	8	hpg	hpg	PROPN
cana-4525	140	9	a.	a.	PROPN
cana-4525	140	10	components	components	PROPN
cana-4525	140	11	details	detail	NOUN
cana-4525	140	12	of	of	ADP
cana-4525	140	13	proposed	propose	VERB
cana-4525	140	14	hpg	hpg	NOUN
cana-4525	140	15	in	in	ADP
cana-4525	140	16	order	order	NOUN
cana-4525	140	17	to	to	PART
cana-4525	140	18	familiar	familiar	VERB
cana-4525	140	19	the	the	DET
cana-4525	140	20	hpg	hpg	NOUN
cana-4525	140	21	,	,	PUNCT
cana-4525	140	22	the	the	DET
cana-4525	140	23	components	component	NOUN
cana-4525	140	24	details	detail	NOUN
cana-4525	140	25	are	be	AUX
cana-4525	140	26	necessary	necessary	ADJ
cana-4525	140	27	.	.	PUNCT
cana-4525	141	1	the	the	DET
cana-4525	141	2	components	component	NOUN
cana-4525	141	3	are	be	AUX
cana-4525	141	4	selected	select	VERB
cana-4525	141	5	for	for	ADP
cana-4525	141	6	the	the	DET
cana-4525	141	7	implementation	implementation	NOUN
cana-4525	141	8	of	of	ADP
cana-4525	141	9	hardware	hardware	NOUN
cana-4525	141	10	prototype	prototype	NOUN
cana-4525	141	11	.	.	PUNCT
cana-4525	142	1	once	once	SCONJ
cana-4525	142	2	the	the	DET
cana-4525	142	3	prototype	prototype	NOUN
cana-4525	142	4	is	be	AUX
cana-4525	142	5	tested	test	VERB
cana-4525	142	6	,	,	PUNCT
cana-4525	142	7	hpg	hpg	NOUN
cana-4525	142	8	can	can	AUX
cana-4525	142	9	be	be	AUX
cana-4525	142	10	implemented	implement	VERB
cana-4525	142	11	for	for	ADP
cana-4525	142	12	the	the	DET
cana-4525	142	13	large	large	ADJ
cana-4525	142	14	scale	scale	NOUN
cana-4525	142	15	.	.	PUNCT
cana-4525	143	1	a.	a.	PROPN
cana-4525	143	2	solar	solar	PROPN
cana-4525	143	3	panel	panel	NOUN
cana-4525	143	4	the	the	DET
cana-4525	143	5	spv	spv	PROPN
cana-4525	143	6	panel	panel	NOUN
cana-4525	143	7	converts	convert	VERB
cana-4525	143	8	sunlight	sunlight	NOUN
cana-4525	143	9	directly	directly	ADV
cana-4525	143	10	into	into	ADP
cana-4525	143	11	electrical	electrical	ADJ
cana-4525	143	12	energy	energy	NOUN
cana-4525	143	13	using	use	VERB
cana-4525	143	14	photovoltaic	photovoltaic	NOUN
cana-4525	143	15	cells	cell	NOUN
cana-4525	143	16	.	.	PUNCT
cana-4525	144	1	it	it	PRON
cana-4525	144	2	serves	serve	VERB
cana-4525	144	3	as	as	ADP
cana-4525	144	4	one	one	NUM
cana-4525	144	5	of	of	ADP
cana-4525	144	6	the	the	DET
cana-4525	144	7	primary	primary	ADJ
cana-4525	144	8	res	re	NOUN
cana-4525	144	9	in	in	ADP
cana-4525	144	10	the	the	DET
cana-4525	144	11	hpg	hpg	NOUN
cana-4525	144	12	system	system	NOUN
cana-4525	144	13	.	.	PUNCT
cana-4525	145	1	the	the	DET
cana-4525	145	2	output	output	NOUN
cana-4525	145	3	from	from	ADP
cana-4525	145	4	the	the	DET
cana-4525	145	5	spv	spv	PROPN
cana-4525	145	6	panel	panel	NOUN
cana-4525	145	7	is	be	AUX
cana-4525	145	8	in	in	ADP
cana-4525	145	9	the	the	DET
cana-4525	145	10	form	form	NOUN
cana-4525	145	11	of	of	ADP
cana-4525	145	12	direct	direct	ADJ
cana-4525	145	13	current	current	ADJ
cana-4525	145	14	(	(	PUNCT
cana-4525	145	15	dc	dc	PROPN
cana-4525	145	16	)	)	PUNCT
cana-4525	145	17	,	,	PUNCT
cana-4525	145	18	which	which	PRON
cana-4525	145	19	is	be	AUX
cana-4525	145	20	then	then	ADV
cana-4525	145	21	fed	feed	VERB
cana-4525	145	22	into	into	ADP
cana-4525	145	23	the	the	DET
cana-4525	145	24	dual	dual	ADJ
cana-4525	145	25	input	input	NOUN
cana-4525	145	26	buck	buck	NOUN
cana-4525	145	27	-	-	PUNCT
cana-4525	145	28	boost	boost	NOUN
cana-4525	145	29	converter	converter	NOUN
cana-4525	145	30	.	.	PUNCT
cana-4525	146	1	the	the	DET
cana-4525	146	2	efficiency	efficiency	NOUN
cana-4525	146	3	of	of	ADP
cana-4525	146	4	the	the	DET
cana-4525	146	5	spv	spv	PROPN
cana-4525	146	6	panel	panel	NOUN
cana-4525	146	7	is	be	AUX
cana-4525	146	8	maximized	maximize	VERB
cana-4525	146	9	using	use	VERB
cana-4525	146	10	a	a	DET
cana-4525	146	11	machine	machine	NOUN
cana-4525	146	12	learning	learning	NOUN
cana-4525	146	13	-	-	PUNCT
cana-4525	146	14	based	base	VERB
cana-4525	146	15	feed	feed	NOUN
cana-4525	146	16	-	-	PUNCT
cana-4525	146	17	forward	forward	NOUN
cana-4525	146	18	control	control	NOUN
cana-4525	146	19	,	,	PUNCT
cana-4525	146	20	which	which	PRON
cana-4525	146	21	predicts	predict	VERB
cana-4525	146	22	and	and	CCONJ
cana-4525	146	23	adjusts	adjust	VERB
cana-4525	146	24	the	the	DET
cana-4525	146	25	operating	operating	NOUN
cana-4525	146	26	conditions	condition	NOUN
cana-4525	146	27	to	to	PART
cana-4525	146	28	ensure	ensure	VERB
cana-4525	146	29	optimal	optimal	ADJ
cana-4525	146	30	performance	performance	NOUN
cana-4525	146	31	.	.	PUNCT
cana-4525	147	1	the	the	DET
cana-4525	147	2	efficiency	efficiency	NOUN
cana-4525	147	3	of	of	ADP
cana-4525	147	4	solar	solar	ADJ
cana-4525	147	5	panel	panel	NOUN
cana-4525	147	6	is	be	AUX
cana-4525	147	7	calculated	calculate	VERB
cana-4525	147	8	using	use	VERB
cana-4525	147	9	the	the	DET
cana-4525	147	10	equation	equation	NOUN
cana-4525	147	11	(	(	PUNCT
cana-4525	147	12	1	1	X
cana-4525	147	13	)	)	PUNCT
cana-4525	147	14	max	max	PROPN
cana-4525	147	15	in	in	ADP
cana-4525	147	16	mp	mp	PROPN
cana-4525	147	17	mp	mp	PROPN
cana-4525	147	18	spv	spv	PROPN
cana-4525	147	19	v	v	PROPN
cana-4525	147	20	ip	ip	NOUN
cana-4525	147	21	p	p	NOUN
cana-4525	147	22	g	g	NOUN
cana-4525	147	23	a	a	DET
cana-4525	147	24			NUM
cana-4525	147	25			NOUN
cana-4525	147	26	=	=	NOUN
cana-4525	147	27	=	=	PUNCT
cana-4525	147	28			NOUN
cana-4525	147	29	(	(	PUNCT
cana-4525	147	30	1	1	NUM
cana-4525	147	31	)	)	PUNCT
cana-4525	147	32	here	here	ADV
cana-4525	147	33	ηspv	ηspv	NOUN
cana-4525	147	34	indicates	indicate	VERB
cana-4525	147	35	efficiency	efficiency	NOUN
cana-4525	147	36	of	of	ADP
cana-4525	147	37	solar	solar	ADJ
cana-4525	147	38	panel	panel	NOUN
cana-4525	147	39	,	,	PUNCT
cana-4525	147	40	pmax	pmax	PROPN
cana-4525	147	41	is	be	AUX
cana-4525	147	42	the	the	DET
cana-4525	147	43	output	output	NOUN
cana-4525	147	44	of	of	ADP
cana-4525	147	45	solar	solar	ADJ
cana-4525	147	46	panel	panel	NOUN
cana-4525	147	47	,	,	PUNCT
cana-4525	147	48	pin	pin	NOUN
cana-4525	147	49	is	be	AUX
cana-4525	147	50	the	the	DET
cana-4525	147	51	incident	incident	NOUN
cana-4525	147	52	solar	solar	ADJ
cana-4525	147	53	communications	communication	NOUN
cana-4525	147	54	on	on	ADP
cana-4525	147	55	applied	apply	VERB
cana-4525	147	56	nonlinear	nonlinear	ADJ
cana-4525	147	57	analysis	analysis	NOUN
cana-4525	147	58	issn	issn	NOUN
cana-4525	147	59	:	:	PUNCT
cana-4525	147	60	1074	1074	NUM
cana-4525	147	61	-	-	PUNCT
cana-4525	147	62	133x	133x	NUM
cana-4525	147	63	vol	vol	NOUN
cana-4525	147	64	32	32	NUM
cana-4525	147	65	no	no	NOUN
cana-4525	147	66	.	.	PUNCT
cana-4525	148	1	9s	9s	NUM
cana-4525	148	2	(	(	PUNCT
cana-4525	148	3	2025	2025	NUM
cana-4525	148	4	)	)	PUNCT
cana-4525	148	5	2387	2387	NUM
cana-4525	148	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	148	7	power	power	NOUN
cana-4525	148	8	,	,	PUNCT
cana-4525	148	9	vmp	vmp	PROPN
cana-4525	148	10	is	be	AUX
cana-4525	148	11	the	the	DET
cana-4525	148	12	voltage	voltage	NOUN
cana-4525	148	13	corresponding	correspond	VERB
cana-4525	148	14	to	to	ADP
cana-4525	148	15	the	the	DET
cana-4525	148	16	maximum	maximum	ADJ
cana-4525	148	17	power	power	NOUN
cana-4525	148	18	,	,	PUNCT
cana-4525	148	19	imp	imp	PROPN
cana-4525	148	20	is	be	AUX
cana-4525	148	21	the	the	DET
cana-4525	148	22	current	current	ADJ
cana-4525	148	23	corresponding	corresponding	NOUN
cana-4525	148	24	to	to	ADP
cana-4525	148	25	the	the	DET
cana-4525	148	26	maximum	maximum	ADJ
cana-4525	148	27	power	power	NOUN
cana-4525	148	28	,	,	PUNCT
cana-4525	148	29	g	g	PROPN
cana-4525	148	30	indicates	indicate	VERB
cana-4525	148	31	solar	solar	ADJ
cana-4525	148	32	irradiance	irradiance	NOUN
cana-4525	148	33	(	(	PUNCT
cana-4525	148	34	w	w	PROPN
cana-4525	148	35	/	/	SYM
cana-4525	148	36	m2	m2	PROPN
cana-4525	148	37	)	)	PUNCT
cana-4525	148	38	,	,	PUNCT
cana-4525	148	39	and	and	CCONJ
cana-4525	148	40	a	a	PRON
cana-4525	148	41	is	be	AUX
cana-4525	148	42	the	the	DET
cana-4525	148	43	area	area	NOUN
cana-4525	148	44	of	of	ADP
cana-4525	148	45	spv	spv	PROPN
cana-4525	148	46	panel	panel	PROPN
cana-4525	148	47	in	in	ADP
cana-4525	148	48	m2	m2	PROPN
cana-4525	148	49	.	.	PROPN
cana-4525	148	50	b.	b.	PROPN
cana-4525	148	51	wind	wind	PROPN
cana-4525	148	52	turbine	turbine	PROPN
cana-4525	148	53	generator	generator	NOUN
cana-4525	148	54	the	the	DET
cana-4525	148	55	wind	wind	NOUN
cana-4525	148	56	turbine	turbine	NOUN
cana-4525	148	57	generator	generator	NOUN
cana-4525	149	1	[	[	X
cana-4525	149	2	30	30	NUM
cana-4525	149	3	]	]	PUNCT
cana-4525	149	4	captures	capture	VERB
cana-4525	149	5	kinetic	kinetic	ADJ
cana-4525	149	6	energy	energy	NOUN
cana-4525	149	7	from	from	ADP
cana-4525	149	8	the	the	DET
cana-4525	149	9	wind	wind	NOUN
cana-4525	149	10	and	and	CCONJ
cana-4525	149	11	converts	convert	VERB
cana-4525	149	12	it	it	PRON
cana-4525	149	13	into	into	ADP
cana-4525	149	14	mechanical	mechanical	ADJ
cana-4525	149	15	energy	energy	NOUN
cana-4525	149	16	,	,	PUNCT
cana-4525	149	17	which	which	PRON
cana-4525	149	18	is	be	AUX
cana-4525	149	19	then	then	ADV
cana-4525	149	20	transformed	transform	VERB
cana-4525	149	21	into	into	ADP
cana-4525	149	22	electrical	electrical	ADJ
cana-4525	149	23	energy	energy	NOUN
cana-4525	149	24	via	via	ADP
cana-4525	149	25	an	an	DET
cana-4525	149	26	ac	ac	PROPN
cana-4525	149	27	generator	generator	PROPN
cana-4525	149	28	.	.	PUNCT
cana-4525	150	1	the	the	DET
cana-4525	150	2	output	output	NOUN
cana-4525	150	3	from	from	ADP
cana-4525	150	4	the	the	DET
cana-4525	150	5	wind	wind	NOUN
cana-4525	150	6	turbine	turbine	NOUN
cana-4525	150	7	is	be	AUX
cana-4525	150	8	typically	typically	ADV
cana-4525	150	9	in	in	ADP
cana-4525	150	10	the	the	DET
cana-4525	150	11	form	form	NOUN
cana-4525	150	12	of	of	ADP
cana-4525	150	13	alternating	alternate	VERB
cana-4525	150	14	current	current	ADJ
cana-4525	150	15	(	(	PUNCT
cana-4525	150	16	ac	ac	PROPN
cana-4525	150	17	)	)	PUNCT
cana-4525	150	18	,	,	PUNCT
cana-4525	150	19	which	which	PRON
cana-4525	150	20	is	be	AUX
cana-4525	150	21	rectified	rectify	VERB
cana-4525	150	22	into	into	ADP
cana-4525	150	23	dc	dc	PROPN
cana-4525	150	24	using	use	VERB
cana-4525	150	25	a	a	DET
cana-4525	150	26	power	power	NOUN
cana-4525	150	27	rectifier	rectifier	NOUN
cana-4525	150	28	.	.	PUNCT
cana-4525	151	1	this	this	DET
cana-4525	151	2	dc	dc	PROPN
cana-4525	151	3	output	output	NOUN
cana-4525	151	4	is	be	AUX
cana-4525	151	5	then	then	ADV
cana-4525	151	6	supplied	supply	VERB
cana-4525	151	7	to	to	ADP
cana-4525	151	8	the	the	DET
cana-4525	151	9	dual	dual	ADJ
cana-4525	151	10	input	input	NOUN
cana-4525	151	11	buck	buck	NOUN
cana-4525	151	12	-	-	PUNCT
cana-4525	151	13	boost	boost	NOUN
cana-4525	151	14	converter	converter	NOUN
cana-4525	151	15	for	for	ADP
cana-4525	151	16	further	further	ADJ
cana-4525	151	17	processing	processing	NOUN
cana-4525	151	18	.	.	PUNCT
cana-4525	152	1	c.	c.	PROPN
cana-4525	152	2	power	power	PROPN
cana-4525	152	3	rectifier	rectifier	NOUN
cana-4525	152	4	the	the	DET
cana-4525	152	5	power	power	NOUN
cana-4525	152	6	rectifier	rectifier	NOUN
cana-4525	152	7	is	be	AUX
cana-4525	152	8	a	a	DET
cana-4525	152	9	crucial	crucial	ADJ
cana-4525	152	10	component	component	NOUN
cana-4525	152	11	that	that	PRON
cana-4525	152	12	converts	convert	VERB
cana-4525	152	13	the	the	DET
cana-4525	152	14	ac	ac	PROPN
cana-4525	152	15	output	output	NOUN
cana-4525	152	16	from	from	ADP
cana-4525	152	17	the	the	DET
cana-4525	152	18	wind	wind	NOUN
cana-4525	152	19	turbine	turbine	NOUN
cana-4525	152	20	generator	generator	NOUN
cana-4525	152	21	into	into	ADP
cana-4525	152	22	dc	dc	PROPN
cana-4525	152	23	.	.	PUNCT
cana-4525	153	1	this	this	DET
cana-4525	153	2	conversion	conversion	NOUN
cana-4525	153	3	is	be	AUX
cana-4525	153	4	necessary	necessary	ADJ
cana-4525	153	5	for	for	ADP
cana-4525	153	6	integrating	integrate	VERB
cana-4525	153	7	the	the	DET
cana-4525	153	8	wind	wind	NOUN
cana-4525	153	9	energy	energy	NOUN
cana-4525	153	10	source	source	NOUN
cana-4525	153	11	with	with	ADP
cana-4525	153	12	the	the	DET
cana-4525	153	13	dcdc	dcdc	NOUN
cana-4525	153	14	converter	converter	NOUN
cana-4525	153	15	and	and	CCONJ
cana-4525	153	16	ensuring	ensure	VERB
cana-4525	153	17	compatibility	compatibility	NOUN
cana-4525	153	18	with	with	ADP
cana-4525	153	19	the	the	DET
cana-4525	153	20	other	other	ADJ
cana-4525	153	21	components	component	NOUN
cana-4525	153	22	of	of	ADP
cana-4525	153	23	the	the	DET
cana-4525	153	24	hpg	hpg	NOUN
cana-4525	153	25	system	system	NOUN
cana-4525	153	26	.	.	PUNCT
cana-4525	154	1	in	in	ADP
cana-4525	154	2	this	this	DET
cana-4525	154	3	proposed	propose	VERB
cana-4525	154	4	hpg	hpg	NOUN
cana-4525	154	5	system	system	NOUN
cana-4525	154	6	,	,	PUNCT
cana-4525	154	7	the	the	DET
cana-4525	154	8	power	power	NOUN
cana-4525	154	9	rectifier	rectifier	NOUN
cana-4525	154	10	is	be	AUX
cana-4525	154	11	uncontrolled	uncontrolled	ADJ
cana-4525	154	12	rectifier	rectifier	NOUN
cana-4525	154	13	using	use	VERB
cana-4525	154	14	power	power	NOUN
cana-4525	154	15	diode	diode	NOUN
cana-4525	154	16	.	.	PUNCT
cana-4525	155	1	d.	d.	PROPN
cana-4525	155	2	dual	dual	ADJ
cana-4525	155	3	input	input	NOUN
cana-4525	155	4	buck	buck	NOUN
cana-4525	155	5	-	-	PUNCT
cana-4525	155	6	boost	boost	NOUN
cana-4525	155	7	converter	converter	NOUN
cana-4525	155	8	the	the	DET
cana-4525	155	9	dual	dual	ADJ
cana-4525	155	10	input	input	NOUN
cana-4525	155	11	buck	buck	NOUN
cana-4525	155	12	-	-	PUNCT
cana-4525	155	13	boost	boost	NOUN
cana-4525	155	14	converter	converter	NOUN
cana-4525	156	1	[	[	X
cana-4525	156	2	31	31	NUM
cana-4525	156	3	]	]	PUNCT
cana-4525	156	4	is	be	AUX
cana-4525	156	5	a	a	DET
cana-4525	156	6	versatile	versatile	ADJ
cana-4525	156	7	dc	dc	PROPN
cana-4525	156	8	-	-	PUNCT
cana-4525	156	9	dc	dc	PROPN
cana-4525	156	10	converter	converter	NOUN
cana-4525	156	11	that	that	PRON
cana-4525	156	12	can	can	AUX
cana-4525	156	13	step	step	VERB
cana-4525	156	14	up	up	ADP
cana-4525	156	15	or	or	CCONJ
cana-4525	156	16	step	step	VERB
cana-4525	156	17	down	down	ADP
cana-4525	156	18	the	the	DET
cana-4525	156	19	voltage	voltage	NOUN
cana-4525	156	20	from	from	ADP
cana-4525	156	21	the	the	DET
cana-4525	156	22	two	two	NUM
cana-4525	156	23	independent	independent	ADJ
cana-4525	156	24	res	re	NOUN
cana-4525	156	25	(	(	PUNCT
cana-4525	156	26	solar	solar	ADJ
cana-4525	156	27	and	and	CCONJ
cana-4525	156	28	wind	wind	NOUN
cana-4525	156	29	)	)	PUNCT
cana-4525	156	30	.	.	PUNCT
cana-4525	157	1	this	this	DET
cana-4525	157	2	converter	converter	NOUN
cana-4525	157	3	can	can	AUX
cana-4525	157	4	operate	operate	VERB
cana-4525	157	5	with	with	ADP
cana-4525	157	6	inputs	input	NOUN
cana-4525	157	7	from	from	ADP
cana-4525	157	8	either	either	DET
cana-4525	157	9	one	one	NUM
cana-4525	157	10	or	or	CCONJ
cana-4525	157	11	both	both	DET
cana-4525	157	12	sources	source	NOUN
cana-4525	157	13	simultaneously	simultaneously	ADV
cana-4525	157	14	.	.	PUNCT
cana-4525	158	1	the	the	DET
cana-4525	158	2	converter	converter	NOUN
cana-4525	158	3	is	be	AUX
cana-4525	158	4	controlled	control	VERB
cana-4525	158	5	by	by	ADP
cana-4525	158	6	a	a	DET
cana-4525	158	7	regressionbased	regressionbase	VERB
cana-4525	158	8	machine	machine	NOUN
cana-4525	158	9	learning	learning	NOUN
cana-4525	158	10	algorithm	algorithm	NOUN
cana-4525	158	11	,	,	PUNCT
cana-4525	158	12	which	which	PRON
cana-4525	158	13	optimizes	optimize	VERB
cana-4525	158	14	the	the	DET
cana-4525	158	15	duty	duty	NOUN
cana-4525	158	16	cycle	cycle	NOUN
cana-4525	158	17	(	(	PUNCT
cana-4525	158	18	d	d	NOUN
cana-4525	158	19	)	)	PUNCT
cana-4525	158	20	to	to	PART
cana-4525	158	21	maintain	maintain	VERB
cana-4525	158	22	a	a	DET
cana-4525	158	23	regulated	regulated	ADJ
cana-4525	158	24	output	output	NOUN
cana-4525	158	25	voltage	voltage	NOUN
cana-4525	158	26	despite	despite	SCONJ
cana-4525	158	27	variations	variation	NOUN
cana-4525	158	28	in	in	ADP
cana-4525	158	29	input	input	NOUN
cana-4525	158	30	power	power	NOUN
cana-4525	158	31	or	or	CCONJ
cana-4525	158	32	load	load	NOUN
cana-4525	158	33	conditions	condition	NOUN
cana-4525	158	34	.	.	PUNCT
cana-4525	159	1	e.	e.	PROPN
cana-4525	159	2	standalone	standalone	PROPN
cana-4525	159	3	load	load	VERB
cana-4525	159	4	the	the	DET
cana-4525	159	5	standalone	standalone	NOUN
cana-4525	159	6	load	load	NOUN
cana-4525	159	7	represents	represent	VERB
cana-4525	159	8	the	the	DET
cana-4525	159	9	electrical	electrical	ADJ
cana-4525	159	10	devices	device	NOUN
cana-4525	159	11	or	or	CCONJ
cana-4525	159	12	systems	system	NOUN
cana-4525	159	13	that	that	PRON
cana-4525	159	14	consume	consume	VERB
cana-4525	159	15	the	the	DET
cana-4525	159	16	power	power	NOUN
cana-4525	159	17	generated	generate	VERB
cana-4525	159	18	by	by	ADP
cana-4525	159	19	the	the	DET
cana-4525	159	20	hpg	hpg	NOUN
cana-4525	159	21	system	system	NOUN
cana-4525	159	22	.	.	PUNCT
cana-4525	160	1	the	the	DET
cana-4525	160	2	load	load	NOUN
cana-4525	160	3	is	be	AUX
cana-4525	160	4	isolated	isolate	VERB
cana-4525	160	5	from	from	ADP
cana-4525	160	6	the	the	DET
cana-4525	160	7	main	main	ADJ
cana-4525	160	8	grid	grid	NOUN
cana-4525	160	9	,	,	PUNCT
cana-4525	160	10	meaning	mean	VERB
cana-4525	160	11	it	it	PRON
cana-4525	160	12	relies	rely	VERB
cana-4525	160	13	solely	solely	ADV
cana-4525	160	14	on	on	ADP
cana-4525	160	15	the	the	DET
cana-4525	160	16	hpg	hpg	NOUN
cana-4525	160	17	system	system	NOUN
cana-4525	160	18	for	for	ADP
cana-4525	160	19	its	its	PRON
cana-4525	160	20	energy	energy	NOUN
cana-4525	160	21	needs	need	NOUN
cana-4525	160	22	.	.	PUNCT
cana-4525	161	1	the	the	DET
cana-4525	161	2	dual	dual	ADJ
cana-4525	161	3	input	input	NOUN
cana-4525	161	4	buck	buck	NOUN
cana-4525	161	5	-	-	PUNCT
cana-4525	161	6	boost	boost	NOUN
cana-4525	161	7	converter	converter	NOUN
cana-4525	161	8	ensures	ensure	VERB
cana-4525	161	9	that	that	SCONJ
cana-4525	161	10	the	the	DET
cana-4525	161	11	load	load	NOUN
cana-4525	161	12	receives	receive	VERB
cana-4525	161	13	a	a	DET
cana-4525	161	14	stable	stable	ADJ
cana-4525	161	15	and	and	CCONJ
cana-4525	161	16	regulated	regulated	ADJ
cana-4525	161	17	power	power	NOUN
cana-4525	161	18	supply	supply	NOUN
cana-4525	161	19	.	.	PUNCT
cana-4525	162	1	in	in	ADP
cana-4525	162	2	the	the	DET
cana-4525	162	3	proposed	propose	VERB
cana-4525	162	4	research	research	NOUN
cana-4525	162	5	,	,	PUNCT
cana-4525	162	6	light	light	ADJ
cana-4525	162	7	load	load	NOUN
cana-4525	162	8	is	be	AUX
cana-4525	162	9	considered	consider	VERB
cana-4525	162	10	as	as	ADP
cana-4525	162	11	standalone	standalone	ADJ
cana-4525	162	12	load	load	NOUN
cana-4525	162	13	.	.	PUNCT
cana-4525	163	1	f.	f.	PROPN
cana-4525	163	2	battery	battery	PROPN
cana-4525	163	3	unit	unit	NOUN
cana-4525	163	4	given	give	VERB
cana-4525	163	5	that	that	SCONJ
cana-4525	163	6	the	the	DET
cana-4525	163	7	hpg	hpg	NOUN
cana-4525	163	8	system	system	NOUN
cana-4525	163	9	is	be	AUX
cana-4525	163	10	standalone	standalone	ADJ
cana-4525	163	11	,	,	PUNCT
cana-4525	163	12	a	a	DET
cana-4525	163	13	battery	battery	NOUN
cana-4525	163	14	unit	unit	NOUN
cana-4525	163	15	is	be	AUX
cana-4525	163	16	integrated	integrate	VERB
cana-4525	163	17	to	to	PART
cana-4525	163	18	store	store	VERB
cana-4525	163	19	excess	excess	ADJ
cana-4525	163	20	energy	energy	NOUN
cana-4525	163	21	generated	generate	VERB
cana-4525	163	22	by	by	ADP
cana-4525	163	23	the	the	DET
cana-4525	163	24	solar	solar	ADJ
cana-4525	163	25	and	and	CCONJ
cana-4525	163	26	wind	wind	NOUN
cana-4525	163	27	sources	source	NOUN
cana-4525	163	28	.	.	PUNCT
cana-4525	164	1	this	this	DET
cana-4525	164	2	stored	store	VERB
cana-4525	164	3	energy	energy	NOUN
cana-4525	164	4	can	can	AUX
cana-4525	164	5	be	be	AUX
cana-4525	164	6	used	use	VERB
cana-4525	164	7	during	during	ADP
cana-4525	164	8	periods	period	NOUN
cana-4525	164	9	of	of	ADP
cana-4525	164	10	low	low	ADJ
cana-4525	164	11	energy	energy	NOUN
cana-4525	164	12	generation	generation	NOUN
cana-4525	164	13	or	or	CCONJ
cana-4525	164	14	high	high	ADJ
cana-4525	164	15	demand	demand	NOUN
cana-4525	164	16	,	,	PUNCT
cana-4525	164	17	ensuring	ensure	VERB
cana-4525	164	18	continuous	continuous	ADJ
cana-4525	164	19	power	power	NOUN
cana-4525	164	20	availability	availability	NOUN
cana-4525	164	21	.	.	PUNCT
cana-4525	165	1	the	the	DET
cana-4525	165	2	battery	battery	NOUN
cana-4525	165	3	unit	unit	NOUN
cana-4525	165	4	enhances	enhance	VERB
cana-4525	165	5	the	the	DET
cana-4525	165	6	reliability	reliability	NOUN
cana-4525	165	7	and	and	CCONJ
cana-4525	165	8	efficiency	efficiency	NOUN
cana-4525	165	9	of	of	ADP
cana-4525	165	10	the	the	DET
cana-4525	165	11	overall	overall	ADJ
cana-4525	165	12	system	system	NOUN
cana-4525	165	13	,	,	PUNCT
cana-4525	165	14	especially	especially	ADV
cana-4525	165	15	during	during	ADP
cana-4525	165	16	fluctuating	fluctuate	VERB
cana-4525	165	17	weather	weather	NOUN
cana-4525	165	18	conditions	condition	NOUN
cana-4525	165	19	.	.	PUNCT
cana-4525	166	1	g.	g.	PROPN
cana-4525	166	2	ml	ml	PROPN
cana-4525	166	3	based	base	VERB
cana-4525	166	4	optimizing	optimize	VERB
cana-4525	166	5	algorithm	algorithm	NOUN
cana-4525	166	6	the	the	DET
cana-4525	166	7	ml	ml	PROPN
cana-4525	166	8	plays	play	VERB
cana-4525	166	9	an	an	DET
cana-4525	166	10	important	important	ADJ
cana-4525	166	11	role	role	NOUN
cana-4525	166	12	in	in	ADP
cana-4525	166	13	the	the	DET
cana-4525	166	14	proposed	propose	VERB
cana-4525	166	15	hpg	hpg	NOUN
cana-4525	166	16	system	system	NOUN
cana-4525	166	17	by	by	ADP
cana-4525	166	18	optimizing	optimize	VERB
cana-4525	166	19	the	the	DET
cana-4525	166	20	operation	operation	NOUN
cana-4525	166	21	of	of	ADP
cana-4525	166	22	the	the	DET
cana-4525	166	23	spv	spv	PROPN
cana-4525	166	24	panel	panel	PROPN
cana-4525	166	25	and	and	CCONJ
cana-4525	166	26	the	the	DET
cana-4525	166	27	dual	dual	ADJ
cana-4525	166	28	input	input	NOUN
cana-4525	166	29	buck	buck	NOUN
cana-4525	166	30	-	-	PUNCT
cana-4525	166	31	boost	boost	NOUN
cana-4525	166	32	converter	converter	NOUN
cana-4525	166	33	.	.	PUNCT
cana-4525	167	1	by	by	ADP
cana-4525	167	2	analyzing	analyze	VERB
cana-4525	167	3	data	datum	NOUN
cana-4525	167	4	and	and	CCONJ
cana-4525	167	5	predicting	predict	VERB
cana-4525	167	6	the	the	DET
cana-4525	167	7	optimal	optimal	ADJ
cana-4525	167	8	duty	duty	NOUN
cana-4525	167	9	cycle	cycle	NOUN
cana-4525	167	10	,	,	PUNCT
cana-4525	167	11	the	the	DET
cana-4525	167	12	algorithm	algorithm	NOUN
cana-4525	167	13	ensures	ensure	VERB
cana-4525	167	14	maximum	maximum	ADJ
cana-4525	167	15	efficiency	efficiency	NOUN
cana-4525	167	16	in	in	ADP
cana-4525	167	17	energy	energy	NOUN
cana-4525	167	18	conversion	conversion	NOUN
cana-4525	167	19	and	and	CCONJ
cana-4525	167	20	regulation	regulation	NOUN
cana-4525	167	21	,	,	PUNCT
cana-4525	167	22	adapting	adapt	VERB
cana-4525	167	23	to	to	ADP
cana-4525	167	24	changing	change	VERB
cana-4525	167	25	environmental	environmental	ADJ
cana-4525	167	26	conditions	condition	NOUN
cana-4525	167	27	and	and	CCONJ
cana-4525	167	28	load	load	NOUN
cana-4525	167	29	demands	demand	NOUN
cana-4525	167	30	.	.	PUNCT
cana-4525	168	1	b	b	X
cana-4525	168	2	implementation	implementation	NOUN
cana-4525	168	3	of	of	ADP
cana-4525	168	4	machine	machine	NOUN
cana-4525	168	5	learning	learn	VERB
cana-4525	168	6	algorithm	algorithm	NOUN
cana-4525	168	7	machine	machine	NOUN
cana-4525	168	8	learning	learn	VERB
cana-4525	168	9	algorithms	algorithm	NOUN
cana-4525	168	10	use	use	VERB
cana-4525	168	11	mathematical	mathematical	ADJ
cana-4525	168	12	techniques	technique	NOUN
cana-4525	168	13	and	and	CCONJ
cana-4525	168	14	logical	logical	ADJ
cana-4525	168	15	rules	rule	NOUN
cana-4525	168	16	to	to	PART
cana-4525	168	17	process	process	VERB
cana-4525	168	18	data	datum	NOUN
cana-4525	168	19	and	and	CCONJ
cana-4525	168	20	adjust	adjust	VERB
cana-4525	168	21	to	to	PART
cana-4525	168	22	achieve	achieve	VERB
cana-4525	168	23	desired	desire	VERB
cana-4525	168	24	outcomes	outcome	NOUN
cana-4525	168	25	,	,	PUNCT
cana-4525	168	26	whether	whether	SCONJ
cana-4525	168	27	quantitative	quantitative	ADJ
cana-4525	168	28	or	or	CCONJ
cana-4525	168	29	logical	logical	ADJ
cana-4525	168	30	.	.	PUNCT
cana-4525	169	1	they	they	PRON
cana-4525	169	2	are	be	AUX
cana-4525	169	3	crucial	crucial	ADJ
cana-4525	169	4	for	for	ADP
cana-4525	169	5	decisionmaking	decisionmake	VERB
cana-4525	169	6	,	,	PUNCT
cana-4525	169	7	forecasting	forecasting	NOUN
cana-4525	169	8	,	,	PUNCT
cana-4525	169	9	optimization	optimization	NOUN
cana-4525	169	10	,	,	PUNCT
cana-4525	169	11	logistics	logistic	NOUN
cana-4525	169	12	,	,	PUNCT
cana-4525	169	13	and	and	CCONJ
cana-4525	169	14	data	datum	NOUN
cana-4525	169	15	analysis	analysis	NOUN
cana-4525	169	16	,	,	PUNCT
cana-4525	169	17	relying	rely	VERB
cana-4525	169	18	on	on	ADP
cana-4525	169	19	precise	precise	ADJ
cana-4525	169	20	data	datum	NOUN
cana-4525	169	21	for	for	ADP
cana-4525	169	22	effectiveness	effectiveness	NOUN
cana-4525	169	23	.	.	PUNCT
cana-4525	170	1	based	base	VERB
cana-4525	170	2	on	on	ADP
cana-4525	170	3	input	input	NOUN
cana-4525	170	4	,	,	PUNCT
cana-4525	170	5	they	they	PRON
cana-4525	170	6	generate	generate	VERB
cana-4525	170	7	outputs	output	NOUN
cana-4525	170	8	such	such	ADJ
cana-4525	170	9	as	as	ADP
cana-4525	170	10	quantities	quantity	NOUN
cana-4525	170	11	,	,	PUNCT
cana-4525	170	12	classifications	classification	NOUN
cana-4525	170	13	,	,	PUNCT
cana-4525	170	14	or	or	CCONJ
cana-4525	170	15	logical	logical	ADJ
cana-4525	170	16	conclusions	conclusion	NOUN
cana-4525	170	17	.	.	PUNCT
cana-4525	171	1	the	the	DET
cana-4525	171	2	three	three	NUM
cana-4525	171	3	main	main	ADJ
cana-4525	171	4	types	type	NOUN
cana-4525	171	5	of	of	ADP
cana-4525	171	6	machine	machine	NOUN
cana-4525	171	7	learning	learn	VERB
cana-4525	171	8	algorithms	algorithm	NOUN
cana-4525	171	9	are	be	AUX
cana-4525	171	10	supervised	supervise	VERB
cana-4525	171	11	learning	learning	NOUN
cana-4525	171	12	,	,	PUNCT
cana-4525	171	13	communications	communication	NOUN
cana-4525	171	14	on	on	ADP
cana-4525	171	15	applied	apply	VERB
cana-4525	171	16	nonlinear	nonlinear	ADJ
cana-4525	171	17	analysis	analysis	NOUN
cana-4525	171	18	issn	issn	NOUN
cana-4525	171	19	:	:	PUNCT
cana-4525	171	20	1074	1074	NUM
cana-4525	171	21	-	-	PUNCT
cana-4525	171	22	133x	133x	NUM
cana-4525	171	23	vol	vol	NOUN
cana-4525	171	24	32	32	NUM
cana-4525	172	1	no	no	NOUN
cana-4525	172	2	.	.	PUNCT
cana-4525	173	1	9s	9s	NUM
cana-4525	173	2	(	(	PUNCT
cana-4525	173	3	2025	2025	NUM
cana-4525	173	4	)	)	PUNCT
cana-4525	173	5	2388	2388	NUM
cana-4525	174	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	174	2	unsupervised	unsupervised	ADJ
cana-4525	174	3	learning	learning	NOUN
cana-4525	174	4	,	,	PUNCT
cana-4525	174	5	and	and	CCONJ
cana-4525	174	6	reinforcement	reinforcement	NOUN
cana-4525	174	7	learning	learning	NOUN
cana-4525	174	8	.	.	PUNCT
cana-4525	175	1	linear	linear	ADJ
cana-4525	175	2	regression	regression	NOUN
cana-4525	175	3	is	be	AUX
cana-4525	175	4	a	a	DET
cana-4525	175	5	simple	simple	ADJ
cana-4525	175	6	yet	yet	CCONJ
cana-4525	175	7	accurate	accurate	ADJ
cana-4525	175	8	prediction	prediction	NOUN
cana-4525	175	9	model	model	NOUN
cana-4525	175	10	in	in	ADP
cana-4525	175	11	supervised	supervised	ADJ
cana-4525	175	12	learning	learning	NOUN
cana-4525	175	13	.	.	PUNCT
cana-4525	176	1	in	in	ADP
cana-4525	176	2	solar	solar	ADJ
cana-4525	176	3	photovoltaic	photovoltaic	NOUN
cana-4525	176	4	(	(	PUNCT
cana-4525	176	5	spv	spv	PROPN
cana-4525	176	6	)	)	PUNCT
cana-4525	176	7	systems	system	NOUN
cana-4525	176	8	,	,	PUNCT
cana-4525	176	9	it	it	PRON
cana-4525	176	10	predicts	predict	VERB
cana-4525	176	11	the	the	DET
cana-4525	176	12	duty	duty	NOUN
cana-4525	176	13	cycle	cycle	NOUN
cana-4525	176	14	for	for	ADP
cana-4525	176	15	a	a	DET
cana-4525	176	16	boost	boost	NOUN
cana-4525	176	17	converter	converter	NOUN
cana-4525	176	18	,	,	PUNCT
cana-4525	176	19	enabling	enable	VERB
cana-4525	176	20	voltage	voltage	NOUN
cana-4525	176	21	and	and	CCONJ
cana-4525	176	22	current	current	ADJ
cana-4525	176	23	tracking	tracking	NOUN
cana-4525	176	24	.	.	PUNCT
cana-4525	177	1	this	this	PRON
cana-4525	177	2	ensures	ensure	VERB
cana-4525	177	3	maximum	maximum	ADJ
cana-4525	177	4	power	power	NOUN
cana-4525	177	5	output	output	NOUN
cana-4525	177	6	under	under	ADP
cana-4525	177	7	varying	vary	VERB
cana-4525	177	8	conditions	condition	NOUN
cana-4525	177	9	like	like	ADP
cana-4525	177	10	shading	shading	NOUN
cana-4525	177	11	and	and	CCONJ
cana-4525	177	12	microclimates	microclimate	NOUN
cana-4525	177	13	.	.	PUNCT
cana-4525	178	1	the	the	DET
cana-4525	178	2	use	use	NOUN
cana-4525	178	3	of	of	ADP
cana-4525	178	4	a	a	DET
cana-4525	178	5	regression	regression	NOUN
cana-4525	178	6	algorithm	algorithm	NOUN
cana-4525	178	7	for	for	ADP
cana-4525	178	8	this	this	DET
cana-4525	178	9	purpose	purpose	NOUN
cana-4525	178	10	is	be	AUX
cana-4525	178	11	called	call	VERB
cana-4525	178	12	a	a	DET
cana-4525	178	13	regression	regression	NOUN
cana-4525	178	14	controller	controller	NOUN
cana-4525	178	15	,	,	PUNCT
cana-4525	178	16	effectively	effectively	ADV
cana-4525	178	17	implementing	implement	VERB
cana-4525	178	18	maximum	maximum	ADJ
cana-4525	178	19	power	power	NOUN
cana-4525	178	20	point	point	NOUN
cana-4525	178	21	tracking	tracking	NOUN
cana-4525	178	22	(	(	PUNCT
cana-4525	178	23	mppt	mppt	PROPN
cana-4525	178	24	)	)	PUNCT
cana-4525	178	25	in	in	ADP
cana-4525	178	26	spv	spv	PROPN
cana-4525	178	27	systems	system	NOUN
cana-4525	178	28	.	.	PUNCT
cana-4525	179	1	the	the	DET
cana-4525	179	2	regression	regression	NOUN
cana-4525	179	3	controller	controller	NOUN
cana-4525	179	4	distinguishes	distinguish	VERB
cana-4525	179	5	itself	itself	PRON
cana-4525	179	6	from	from	ADP
cana-4525	179	7	traditional	traditional	ADJ
cana-4525	179	8	mppt	mppt	NOUN
cana-4525	179	9	algorithms	algorithm	NOUN
cana-4525	179	10	by	by	ADP
cana-4525	179	11	predicting	predict	VERB
cana-4525	179	12	the	the	DET
cana-4525	179	13	boost	boost	NOUN
cana-4525	179	14	converter	converter	NOUN
cana-4525	179	15	's	's	PART
cana-4525	179	16	duty	duty	NOUN
cana-4525	179	17	cycle	cycle	NOUN
cana-4525	179	18	using	use	VERB
cana-4525	179	19	a	a	DET
cana-4525	179	20	best	good	ADJ
cana-4525	179	21	-	-	PUNCT
cana-4525	179	22	fit	fit	ADJ
cana-4525	179	23	approach	approach	NOUN
cana-4525	179	24	.	.	PUNCT
cana-4525	180	1	in	in	ADP
cana-4525	180	2	this	this	DET
cana-4525	180	3	controller	controller	NOUN
cana-4525	180	4	,	,	PUNCT
cana-4525	180	5	the	the	DET
cana-4525	180	6	solar	solar	ADJ
cana-4525	180	7	pv	pv	PROPN
cana-4525	180	8	panel	panel	NOUN
cana-4525	180	9	's	's	PART
cana-4525	180	10	voltage	voltage	NOUN
cana-4525	180	11	(	(	PUNCT
cana-4525	180	12	independent	independent	ADJ
cana-4525	180	13	variable	variable	NOUN
cana-4525	180	14	)	)	PUNCT
cana-4525	180	15	and	and	CCONJ
cana-4525	180	16	the	the	DET
cana-4525	180	17	pwm	pwm	NOUN
cana-4525	180	18	of	of	ADP
cana-4525	180	19	the	the	DET
cana-4525	180	20	dc	dc	PROPN
cana-4525	180	21	-	-	PUNCT
cana-4525	180	22	dc	dc	PROPN
cana-4525	180	23	boost	boost	NOUN
cana-4525	180	24	converter	converter	NOUN
cana-4525	180	25	(	(	PUNCT
cana-4525	180	26	dependent	dependent	ADJ
cana-4525	180	27	variable	variable	NOUN
cana-4525	180	28	)	)	PUNCT
cana-4525	180	29	are	be	AUX
cana-4525	180	30	used	use	VERB
cana-4525	180	31	to	to	PART
cana-4525	180	32	predict	predict	VERB
cana-4525	180	33	the	the	DET
cana-4525	180	34	optimal	optimal	ADJ
cana-4525	180	35	duty	duty	NOUN
cana-4525	180	36	cycle	cycle	NOUN
cana-4525	180	37	.	.	PUNCT
cana-4525	181	1	this	this	DET
cana-4525	181	2	method	method	NOUN
cana-4525	181	3	ensures	ensure	VERB
cana-4525	181	4	maximum	maximum	ADJ
cana-4525	181	5	power	power	NOUN
cana-4525	181	6	output	output	NOUN
cana-4525	181	7	under	under	ADP
cana-4525	181	8	partial	partial	ADJ
cana-4525	181	9	shading	shading	NOUN
cana-4525	181	10	conditions	condition	NOUN
cana-4525	181	11	with	with	ADP
cana-4525	181	12	high	high	ADJ
cana-4525	181	13	accuracy	accuracy	NOUN
cana-4525	181	14	and	and	CCONJ
cana-4525	181	15	minimal	minimal	ADJ
cana-4525	181	16	computational	computational	ADJ
cana-4525	181	17	effort	effort	NOUN
cana-4525	181	18	.	.	PUNCT
cana-4525	182	1	linear	linear	ADJ
cana-4525	182	2	regression	regression	NOUN
cana-4525	182	3	,	,	PUNCT
cana-4525	182	4	a	a	DET
cana-4525	182	5	machine	machine	NOUN
cana-4525	182	6	learning	learn	VERB
cana-4525	182	7	algorithm	algorithm	NOUN
cana-4525	182	8	,	,	PUNCT
cana-4525	182	9	is	be	AUX
cana-4525	182	10	employed	employ	VERB
cana-4525	182	11	to	to	PART
cana-4525	182	12	predict	predict	VERB
cana-4525	182	13	the	the	DET
cana-4525	182	14	pwm	pwm	NOUN
cana-4525	182	15	value	value	NOUN
cana-4525	182	16	based	base	VERB
cana-4525	182	17	on	on	ADP
cana-4525	182	18	variables	variable	NOUN
cana-4525	182	19	such	such	ADJ
cana-4525	182	20	as	as	ADP
cana-4525	182	21	voltage	voltage	NOUN
cana-4525	182	22	and	and	CCONJ
cana-4525	182	23	current	current	ADJ
cana-4525	182	24	,	,	PUNCT
cana-4525	182	25	analyzing	analyze	VERB
cana-4525	182	26	the	the	DET
cana-4525	182	27	relationship	relationship	NOUN
cana-4525	182	28	between	between	ADP
cana-4525	182	29	dependent	dependent	ADJ
cana-4525	182	30	and	and	CCONJ
cana-4525	182	31	independent	independent	ADJ
cana-4525	182	32	variables	variable	NOUN
cana-4525	182	33	.	.	PUNCT
cana-4525	183	1	y	y	X
cana-4525	183	2	=	=	PROPN
cana-4525	183	3	mx+c	mx+c	PROPN
cana-4525	183	4	(	(	PUNCT
cana-4525	183	5	2	2	NUM
cana-4525	183	6	)	)	PUNCT
cana-4525	183	7	in	in	ADP
cana-4525	183	8	the	the	DET
cana-4525	183	9	general	general	ADJ
cana-4525	183	10	equation	equation	NOUN
cana-4525	183	11	(	(	PUNCT
cana-4525	183	12	2	2	NUM
cana-4525	183	13	)	)	PUNCT
cana-4525	183	14	,	,	PUNCT
cana-4525	183	15	x	x	PRON
cana-4525	183	16	stands	stand	VERB
cana-4525	183	17	for	for	ADP
cana-4525	183	18	input	input	NOUN
cana-4525	183	19	training	training	NOUN
cana-4525	183	20	data	datum	NOUN
cana-4525	183	21	,	,	PUNCT
cana-4525	183	22	y	y	PROPN
cana-4525	183	23	indicates	indicate	VERB
cana-4525	183	24	labels	label	NOUN
cana-4525	183	25	to	to	ADP
cana-4525	183	26	the	the	DET
cana-4525	183	27	data	datum	NOUN
cana-4525	183	28	,	,	PUNCT
cana-4525	183	29	m	m	VERB
cana-4525	183	30	is	be	AUX
cana-4525	183	31	the	the	DET
cana-4525	183	32	intercept	intercept	NOUN
cana-4525	183	33	,	,	PUNCT
cana-4525	183	34	and	and	CCONJ
cana-4525	183	35	c	c	NOUN
cana-4525	183	36	is	be	AUX
cana-4525	183	37	the	the	DET
cana-4525	183	38	coefficient	coefficient	NOUN
cana-4525	183	39	of	of	ADP
cana-4525	183	40	x.	x.	NOUN
cana-4525	183	41	during	during	ADP
cana-4525	183	42	model	model	NOUN
cana-4525	183	43	training	training	NOUN
cana-4525	183	44	,	,	PUNCT
cana-4525	183	45	the	the	DET
cana-4525	183	46	algorithm	algorithm	NOUN
cana-4525	183	47	accurately	accurately	ADV
cana-4525	183	48	predicts	predict	VERB
cana-4525	183	49	the	the	DET
cana-4525	183	50	optimal	optimal	ADJ
cana-4525	183	51	value	value	NOUN
cana-4525	183	52	of	of	ADP
cana-4525	183	53	y	y	PRON
cana-4525	183	54	by	by	ADP
cana-4525	183	55	precisely	precisely	ADV
cana-4525	183	56	determining	determine	VERB
cana-4525	183	57	the	the	DET
cana-4525	183	58	tuning	tuning	NOUN
cana-4525	183	59	parameters	parameter	NOUN
cana-4525	183	60	m	m	PROPN
cana-4525	183	61	and	and	CCONJ
cana-4525	183	62	c.	c.	NOUN
cana-4525	183	63	the	the	DET
cana-4525	183	64	flow	flow	NOUN
cana-4525	183	65	chart	chart	NOUN
cana-4525	183	66	of	of	ADP
cana-4525	183	67	optimal	optimal	ADJ
cana-4525	183	68	duty	duty	NOUN
cana-4525	183	69	cycle	cycle	NOUN
cana-4525	183	70	prediction	prediction	NOUN
cana-4525	183	71	using	use	VERB
cana-4525	183	72	voltage	voltage	NOUN
cana-4525	183	73	and	and	CCONJ
cana-4525	183	74	solar	solar	ADJ
cana-4525	183	75	irradiation	irradiation	NOUN
cana-4525	183	76	is	be	AUX
cana-4525	183	77	shown	show	VERB
cana-4525	183	78	in	in	ADP
cana-4525	183	79	figure	figure	NOUN
cana-4525	183	80	3	3	NUM
cana-4525	183	81	.	.	PUNCT
cana-4525	184	1	in	in	ADP
cana-4525	184	2	the	the	DET
cana-4525	184	3	proposed	propose	VERB
cana-4525	184	4	regression	regression	NOUN
cana-4525	184	5	controller	controller	NOUN
cana-4525	184	6	,	,	PUNCT
cana-4525	184	7	the	the	DET
cana-4525	184	8	microcontroller	microcontroller	NOUN
cana-4525	184	9	's	's	PART
cana-4525	184	10	memory	memory	NOUN
cana-4525	184	11	stores	store	NOUN
cana-4525	184	12	the	the	DET
cana-4525	184	13	voltage	voltage	NOUN
cana-4525	184	14	and	and	CCONJ
cana-4525	184	15	current	current	ADJ
cana-4525	184	16	values	value	NOUN
cana-4525	184	17	obtained	obtain	VERB
cana-4525	184	18	from	from	ADP
cana-4525	184	19	the	the	DET
cana-4525	184	20	respective	respective	ADJ
cana-4525	184	21	sensors	sensor	NOUN
cana-4525	184	22	.	.	PUNCT
cana-4525	185	1	these	these	DET
cana-4525	185	2	stored	store	VERB
cana-4525	185	3	values	value	NOUN
cana-4525	185	4	are	be	AUX
cana-4525	185	5	then	then	ADV
cana-4525	185	6	utilized	utilize	VERB
cana-4525	185	7	to	to	PART
cana-4525	185	8	calculate	calculate	VERB
cana-4525	185	9	the	the	DET
cana-4525	185	10	duty	duty	NOUN
cana-4525	185	11	cycle	cycle	NOUN
cana-4525	185	12	using	use	VERB
cana-4525	185	13	the	the	DET
cana-4525	185	14	gradient	gradient	ADJ
cana-4525	185	15	descent	descent	NOUN
cana-4525	185	16	regression	regression	NOUN
cana-4525	185	17	technique	technique	NOUN
cana-4525	185	18	[	[	PUNCT
cana-4525	185	19	33].the	33].the	DET
cana-4525	185	20	equation	equation	NOUN
cana-4525	185	21	(	(	PUNCT
cana-4525	185	22	2	2	X
cana-4525	185	23	)	)	PUNCT
cana-4525	185	24	can	can	AUX
cana-4525	185	25	be	be	AUX
cana-4525	185	26	modified	modify	VERB
cana-4525	185	27	and	and	CCONJ
cana-4525	185	28	presented	present	VERB
cana-4525	185	29	in	in	ADP
cana-4525	185	30	the	the	DET
cana-4525	185	31	equation	equation	NOUN
cana-4525	185	32	(	(	PUNCT
cana-4525	185	33	3	3	NUM
cana-4525	185	34	)	)	PUNCT
cana-4525	185	35	figure	figure	NOUN
cana-4525	185	36	.	.	PUNCT
cana-4525	186	1	3	3	X
cana-4525	186	2	.	.	X
cana-4525	186	3	optimal	optimal	ADJ
cana-4525	186	4	duty	duty	NOUN
cana-4525	186	5	cycle	cycle	NOUN
cana-4525	186	6	prediction	prediction	NOUN
cana-4525	186	7	using	use	VERB
cana-4525	186	8	regression	regression	NOUN
cana-4525	186	9	controller	controller	NOUN
cana-4525	186	10	y(d)=m×(voltage	y(d)=m×(voltage	NOUN
cana-4525	186	11	from	from	ADP
cana-4525	186	12	x	x	PUNCT
cana-4525	186	13	axis	axis	NOUN
cana-4525	186	14	of	of	ADP
cana-4525	186	15	pv	pv	PROPN
cana-4525	186	16	curve)+c	curve)+c	PROPN
cana-4525	186	17	(	(	PUNCT
cana-4525	186	18	3	3	NUM
cana-4525	186	19	)	)	PUNCT
cana-4525	186	20	in	in	ADP
cana-4525	186	21	the	the	DET
cana-4525	186	22	equation	equation	NOUN
cana-4525	186	23	(	(	PUNCT
cana-4525	186	24	3	3	X
cana-4525	186	25	)	)	PUNCT
cana-4525	186	26	d	d	NOUN
cana-4525	186	27	stands	stand	VERB
cana-4525	186	28	for	for	ADP
cana-4525	186	29	duty	duty	NOUN
cana-4525	186	30	ratio	ratio	NOUN
cana-4525	186	31	of	of	ADP
cana-4525	186	32	double	double	ADJ
cana-4525	186	33	input	input	NOUN
cana-4525	186	34	dc	dc	PROPN
cana-4525	186	35	-	-	PUNCT
cana-4525	186	36	dc	dc	PROPN
cana-4525	186	37	buck	buck	NOUN
cana-4525	186	38	-	-	PUNCT
cana-4525	186	39	boost	boost	NOUN
cana-4525	186	40	converter	converter	NOUN
cana-4525	186	41	,	,	PUNCT
cana-4525	186	42	m	m	VERB
cana-4525	186	43	represents	represent	VERB
cana-4525	186	44	the	the	DET
cana-4525	186	45	slope	slope	NOUN
cana-4525	186	46	,	,	PUNCT
cana-4525	186	47	and	and	CCONJ
cana-4525	186	48	c	c	NOUN
cana-4525	186	49	is	be	AUX
cana-4525	186	50	the	the	DET
cana-4525	186	51	constant	constant	ADJ
cana-4525	186	52	factor	factor	NOUN
cana-4525	186	53	.	.	PUNCT
cana-4525	187	1	a	a	DET
cana-4525	187	2	gradient	gradient	ADJ
cana-4525	187	3	descent	descent	NOUN
cana-4525	187	4	algorithm	algorithm	NOUN
cana-4525	187	5	is	be	AUX
cana-4525	187	6	involved	involve	VERB
cana-4525	187	7	in	in	ADP
cana-4525	187	8	the	the	DET
cana-4525	187	9	regression	regression	NOUN
cana-4525	187	10	controller	controller	NOUN
cana-4525	187	11	.	.	PUNCT
cana-4525	188	1	while	while	SCONJ
cana-4525	188	2	analysing	analyse	VERB
cana-4525	188	3	the	the	DET
cana-4525	188	4	gradient	gradient	ADJ
cana-4525	188	5	descent	descent	NOUN
cana-4525	188	6	algorithm	algorithm	NOUN
cana-4525	188	7	,	,	PUNCT
cana-4525	188	8	the	the	DET
cana-4525	188	9	cost	cost	NOUN
cana-4525	188	10	function	function	NOUN
cana-4525	188	11	needs	need	VERB
cana-4525	188	12	to	to	PART
cana-4525	188	13	be	be	AUX
cana-4525	188	14	considered	consider	VERB
cana-4525	188	15	.	.	PUNCT
cana-4525	189	1	the	the	DET
cana-4525	189	2	cost	cost	NOUN
cana-4525	189	3	function	function	NOUN
cana-4525	189	4	can	can	AUX
cana-4525	189	5	be	be	AUX
cana-4525	189	6	computed	compute	VERB
cana-4525	189	7	using	use	VERB
cana-4525	189	8	the	the	DET
cana-4525	189	9	formulae	formulae	NOUN
cana-4525	189	10	(	(	PUNCT
cana-4525	189	11	4	4	NUM
cana-4525	189	12	)	)	PUNCT
cana-4525	189	13	(	(	PUNCT
cana-4525	189	14	)	)	PUNCT
cana-4525	189	15	2	2	NUM
cana-4525	189	16	1	1	NUM
cana-4525	189	17	1	1	NUM
cana-4525	190	1	n	n	NUM
cana-4525	190	2	j	j	PROPN
cana-4525	191	1	j	j	PROPN
cana-4525	191	2	j	j	PROPN
cana-4525	192	1	j	j	PROPN
cana-4525	192	2	d	d	VERB
cana-4525	192	3	y	y	PROPN
cana-4525	192	4	n	n	NOUN
cana-4525	192	5	=	=	SYM
cana-4525	192	6	=	=	SYM
cana-4525	192	7	−	−	NOUN
cana-4525	192	8	(	(	PUNCT
cana-4525	192	9	4	4	X
cana-4525	192	10	)	)	PUNCT
cana-4525	192	11	communications	communication	NOUN
cana-4525	192	12	on	on	ADP
cana-4525	192	13	applied	apply	VERB
cana-4525	192	14	nonlinear	nonlinear	ADJ
cana-4525	192	15	analysis	analysis	NOUN
cana-4525	192	16	issn	issn	NOUN
cana-4525	192	17	:	:	PUNCT
cana-4525	192	18	1074	1074	NUM
cana-4525	192	19	-	-	PUNCT
cana-4525	192	20	133x	133x	NUM
cana-4525	192	21	vol	vol	NOUN
cana-4525	192	22	32	32	NUM
cana-4525	192	23	no	no	NOUN
cana-4525	192	24	.	.	PUNCT
cana-4525	193	1	9s	9s	NUM
cana-4525	193	2	(	(	PUNCT
cana-4525	193	3	2025	2025	NUM
cana-4525	193	4	)	)	PUNCT
cana-4525	193	5	2389	2389	NUM
cana-4525	193	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	193	7	in	in	ADP
cana-4525	193	8	the	the	DET
cana-4525	193	9	equation	equation	NOUN
cana-4525	193	10	(	(	PUNCT
cana-4525	193	11	4	4	NUM
cana-4525	193	12	)	)	PUNCT
cana-4525	193	13	,	,	PUNCT
cana-4525	193	14	j	j	PROPN
cana-4525	193	15	represents	represent	VERB
cana-4525	193	16	cost	cost	NOUN
cana-4525	193	17	function	function	NOUN
cana-4525	193	18	,	,	PUNCT
cana-4525	193	19	n	n	X
cana-4525	193	20	is	be	AUX
cana-4525	193	21	the	the	DET
cana-4525	193	22	total	total	ADJ
cana-4525	193	23	number	number	NOUN
cana-4525	193	24	of	of	ADP
cana-4525	193	25	samples	sample	NOUN
cana-4525	193	26	,	,	PUNCT
cana-4525	193	27	dj	dj	NOUN
cana-4525	193	28	is	be	AUX
cana-4525	193	29	the	the	DET
cana-4525	193	30	predicted	predict	VERB
cana-4525	193	31	value	value	NOUN
cana-4525	193	32	of	of	ADP
cana-4525	193	33	duty	duty	NOUN
cana-4525	193	34	ratio	ratio	NOUN
cana-4525	193	35	,	,	PUNCT
cana-4525	193	36	yj	yj	PROPN
cana-4525	193	37	is	be	AUX
cana-4525	193	38	the	the	DET
cana-4525	193	39	actual	actual	ADJ
cana-4525	193	40	value	value	NOUN
cana-4525	193	41	of	of	ADP
cana-4525	193	42	duty	duty	NOUN
cana-4525	193	43	ratio	ratio	NOUN
cana-4525	193	44	.	.	PUNCT
cana-4525	194	1	the	the	DET
cana-4525	194	2	steps	step	NOUN
cana-4525	194	3	of	of	ADP
cana-4525	194	4	linear	linear	ADJ
cana-4525	194	5	regression	regression	NOUN
cana-4525	194	6	model	model	NOUN
cana-4525	194	7	are	be	AUX
cana-4525	194	8	presented	present	VERB
cana-4525	194	9	figure	figure	NOUN
cana-4525	194	10	4	4	NUM
cana-4525	194	11	.	.	PUNCT
cana-4525	195	1	the	the	DET
cana-4525	195	2	overall	overall	ADJ
cana-4525	195	3	process	process	NOUN
cana-4525	195	4	involves	involves	AUX
cana-4525	195	5	continuously	continuously	ADV
cana-4525	195	6	acquiring	acquire	VERB
cana-4525	195	7	accurate	accurate	ADJ
cana-4525	195	8	current	current	ADJ
cana-4525	195	9	and	and	CCONJ
cana-4525	195	10	voltage	voltage	NOUN
cana-4525	195	11	values	value	NOUN
cana-4525	195	12	from	from	ADP
cana-4525	195	13	a	a	DET
cana-4525	195	14	solar	solar	ADJ
cana-4525	195	15	spv	spv	PROPN
cana-4525	195	16	panel	panel	NOUN
cana-4525	195	17	using	use	VERB
cana-4525	195	18	sensors	sensor	NOUN
cana-4525	195	19	,	,	PUNCT
cana-4525	195	20	then	then	ADV
cana-4525	195	21	utilizing	utilize	VERB
cana-4525	195	22	a	a	DET
cana-4525	195	23	linear	linear	ADJ
cana-4525	195	24	regression	regression	NOUN
cana-4525	195	25	model	model	NOUN
cana-4525	195	26	to	to	PART
cana-4525	195	27	determine	determine	VERB
cana-4525	195	28	the	the	DET
cana-4525	195	29	relationship	relationship	NOUN
cana-4525	195	30	between	between	ADP
cana-4525	195	31	the	the	DET
cana-4525	195	32	duty	duty	NOUN
cana-4525	195	33	cycle	cycle	NOUN
cana-4525	195	34	of	of	ADP
cana-4525	195	35	double	double	ADJ
cana-4525	195	36	input	input	NOUN
cana-4525	195	37	buck	buck	NOUN
cana-4525	195	38	-	-	PUNCT
cana-4525	195	39	boost	boost	NOUN
cana-4525	195	40	converter	converter	NOUN
cana-4525	195	41	and	and	CCONJ
cana-4525	195	42	the	the	DET
cana-4525	195	43	measured	measured	ADJ
cana-4525	195	44	variables	variable	NOUN
cana-4525	195	45	.	.	PUNCT
cana-4525	196	1	figure	figure	NOUN
cana-4525	196	2	.	.	PUNCT
cana-4525	197	1	4	4	X
cana-4525	197	2	.	.	X
cana-4525	197	3	steps	step	NOUN
cana-4525	197	4	involved	involve	VERB
cana-4525	197	5	in	in	ADP
cana-4525	197	6	the	the	DET
cana-4525	197	7	linear	linear	ADJ
cana-4525	197	8	regression	regression	NOUN
cana-4525	197	9	model	model	NOUN
cana-4525	197	10	through	through	ADP
cana-4525	197	11	the	the	DET
cana-4525	197	12	gradient	gradient	ADJ
cana-4525	197	13	descent	descent	NOUN
cana-4525	197	14	algorithm	algorithm	NOUN
cana-4525	197	15	,	,	PUNCT
cana-4525	197	16	the	the	DET
cana-4525	197	17	best	well	ADV
cana-4525	197	18	-	-	PUNCT
cana-4525	197	19	fitting	fit	VERB
cana-4525	197	20	model	model	NOUN
cana-4525	197	21	parameters	parameter	NOUN
cana-4525	197	22	are	be	AUX
cana-4525	197	23	optimized	optimize	VERB
cana-4525	197	24	,	,	PUNCT
cana-4525	197	25	and	and	CCONJ
cana-4525	197	26	diagnostic	diagnostic	ADJ
cana-4525	197	27	checks	check	NOUN
cana-4525	197	28	are	be	AUX
cana-4525	197	29	performed	perform	VERB
cana-4525	197	30	to	to	PART
cana-4525	197	31	ensure	ensure	VERB
cana-4525	197	32	model	model	NOUN
cana-4525	197	33	accuracy	accuracy	NOUN
cana-4525	197	34	.	.	PUNCT
cana-4525	198	1	if	if	SCONJ
cana-4525	198	2	the	the	DET
cana-4525	198	3	model	model	NOUN
cana-4525	198	4	is	be	AUX
cana-4525	198	5	not	not	PART
cana-4525	198	6	accurate	accurate	ADJ
cana-4525	198	7	,	,	PUNCT
cana-4525	198	8	fine	fine	ADJ
cana-4525	198	9	turnings	turning	NOUN
cana-4525	198	10	are	be	AUX
cana-4525	198	11	made	make	VERB
cana-4525	198	12	by	by	ADP
cana-4525	198	13	changing	change	VERB
cana-4525	198	14	the	the	DET
cana-4525	198	15	learning	learn	VERB
cana-4525	198	16	rate	rate	NOUN
cana-4525	198	17	to	to	PART
cana-4525	198	18	improve	improve	VERB
cana-4525	198	19	predictions	prediction	NOUN
cana-4525	198	20	.	.	PUNCT
cana-4525	199	1	c	c	PROPN
cana-4525	199	2	data	data	PROPN
cana-4525	199	3	collection	collection	NOUN
cana-4525	199	4	method	method	NOUN
cana-4525	199	5	to	to	PART
cana-4525	199	6	implement	implement	VERB
cana-4525	199	7	the	the	DET
cana-4525	199	8	linear	linear	PROPN
cana-4525	199	9	regression	regression	NOUN
cana-4525	199	10	model	model	NOUN
cana-4525	199	11	,	,	PUNCT
cana-4525	199	12	solar	solar	ADJ
cana-4525	199	13	and	and	CCONJ
cana-4525	199	14	wind	wind	NOUN
cana-4525	199	15	data	datum	NOUN
cana-4525	199	16	from	from	ADP
cana-4525	199	17	the	the	DET
cana-4525	199	18	mavinahunda	mavinahunda	NOUN
cana-4525	199	19	site	site	NOUN
cana-4525	199	20	in	in	ADP
cana-4525	199	21	raybagh	raybagh	PROPN
cana-4525	199	22	taluk	taluk	NOUN
cana-4525	199	23	,	,	PUNCT
cana-4525	199	24	belagavi	belagavi	VERB
cana-4525	199	25	district	district	NOUN
cana-4525	199	26	,	,	PUNCT
cana-4525	199	27	karnataka	karnataka	PROPN
cana-4525	199	28	,	,	PUNCT
cana-4525	199	29	was	be	AUX
cana-4525	199	30	obtained	obtain	VERB
cana-4525	199	31	from	from	ADP
cana-4525	199	32	kredl	kredl	PROPN
cana-4525	199	33	.	.	PUNCT
cana-4525	200	1	this	this	DET
cana-4525	200	2	dataset	dataset	NOUN
cana-4525	200	3	is	be	AUX
cana-4525	200	4	used	use	VERB
cana-4525	200	5	to	to	PART
cana-4525	200	6	train	train	VERB
cana-4525	200	7	the	the	DET
cana-4525	200	8	model	model	NOUN
cana-4525	200	9	,	,	PUNCT
cana-4525	200	10	with	with	ADP
cana-4525	200	11	the	the	DET
cana-4525	200	12	duty	duty	NOUN
cana-4525	200	13	cycle	cycle	NOUN
cana-4525	200	14	as	as	ADP
cana-4525	200	15	the	the	DET
cana-4525	200	16	dependent	dependent	ADJ
cana-4525	200	17	variable	variable	ADJ
cana-4525	200	18	and	and	CCONJ
cana-4525	200	19	environmental	environmental	ADJ
cana-4525	200	20	factors	factor	NOUN
cana-4525	200	21	as	as	ADP
cana-4525	200	22	independent	independent	ADJ
cana-4525	200	23	variables	variable	NOUN
cana-4525	200	24	.	.	PUNCT
cana-4525	201	1	figure	figure	NOUN
cana-4525	201	2	5	5	NUM
cana-4525	201	3	illustrates	illustrate	VERB
cana-4525	201	4	the	the	DET
cana-4525	201	5	data	datum	NOUN
cana-4525	201	6	collection	collection	NOUN
cana-4525	201	7	process	process	NOUN
cana-4525	201	8	.	.	PUNCT
cana-4525	202	1	figure	figure	NOUN
cana-4525	202	2	.	.	PUNCT
cana-4525	203	1	5	5	X
cana-4525	203	2	.	.	X
cana-4525	203	3	overview	overview	NOUN
cana-4525	203	4	of	of	ADP
cana-4525	203	5	data	datum	NOUN
cana-4525	203	6	collection	collection	NOUN
cana-4525	203	7	method	method	NOUN
cana-4525	203	8	communications	communication	NOUN
cana-4525	203	9	on	on	ADP
cana-4525	203	10	applied	apply	VERB
cana-4525	203	11	nonlinear	nonlinear	ADJ
cana-4525	203	12	analysis	analysis	NOUN
cana-4525	203	13	issn	issn	NOUN
cana-4525	203	14	:	:	PUNCT
cana-4525	203	15	1074	1074	NUM
cana-4525	203	16	-	-	PUNCT
cana-4525	203	17	133x	133x	NUM
cana-4525	203	18	vol	vol	NOUN
cana-4525	203	19	32	32	NUM
cana-4525	203	20	no	no	NOUN
cana-4525	203	21	.	.	PUNCT
cana-4525	204	1	9s	9s	NUM
cana-4525	204	2	(	(	PUNCT
cana-4525	204	3	2025	2025	NUM
cana-4525	204	4	)	)	PUNCT
cana-4525	204	5	2390	2390	NUM
cana-4525	204	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	205	1	the	the	DET
cana-4525	205	2	proposed	propose	VERB
cana-4525	205	3	hpg	hpg	NOUN
cana-4525	205	4	system	system	NOUN
cana-4525	205	5	integrates	integrate	VERB
cana-4525	205	6	solar	solar	ADJ
cana-4525	205	7	and	and	CCONJ
cana-4525	205	8	wind	wind	NOUN
cana-4525	205	9	energy	energy	NOUN
cana-4525	205	10	sources	source	NOUN
cana-4525	205	11	,	,	PUNCT
cana-4525	205	12	requiring	require	VERB
cana-4525	205	13	data	datum	NOUN
cana-4525	205	14	from	from	ADP
cana-4525	205	15	these	these	DET
cana-4525	205	16	sources	source	NOUN
cana-4525	205	17	for	for	ADP
cana-4525	205	18	training	train	VERB
cana-4525	205	19	the	the	DET
cana-4525	205	20	machine	machine	NOUN
cana-4525	205	21	learning	learning	NOUN
cana-4525	205	22	model	model	NOUN
cana-4525	205	23	.	.	PUNCT
cana-4525	206	1	current	current	ADJ
cana-4525	206	2	and	and	CCONJ
cana-4525	206	3	voltage	voltage	NOUN
cana-4525	206	4	sensors	sensor	NOUN
cana-4525	206	5	monitor	monitor	VERB
cana-4525	206	6	real	real	ADJ
cana-4525	206	7	-	-	PUNCT
cana-4525	206	8	time	time	NOUN
cana-4525	206	9	outputs	output	NOUN
cana-4525	206	10	from	from	ADP
cana-4525	206	11	solar	solar	ADJ
cana-4525	206	12	panels	panel	NOUN
cana-4525	206	13	and	and	CCONJ
cana-4525	206	14	wind	wind	NOUN
cana-4525	206	15	turbines	turbine	NOUN
cana-4525	206	16	,	,	PUNCT
cana-4525	206	17	while	while	SCONJ
cana-4525	206	18	light	light	ADJ
cana-4525	206	19	intensity	intensity	NOUN
cana-4525	206	20	sensors	sensor	NOUN
cana-4525	206	21	capture	capture	VERB
cana-4525	206	22	partial	partial	ADJ
cana-4525	206	23	shading	shading	NOUN
cana-4525	206	24	effects	effect	NOUN
cana-4525	206	25	.	.	PUNCT
cana-4525	207	1	climatic	climatic	ADJ
cana-4525	207	2	variables	variable	NOUN
cana-4525	207	3	such	such	ADJ
cana-4525	207	4	as	as	ADP
cana-4525	207	5	temperature	temperature	NOUN
cana-4525	207	6	,	,	PUNCT
cana-4525	207	7	humidity	humidity	NOUN
cana-4525	207	8	,	,	PUNCT
cana-4525	207	9	wind	wind	NOUN
cana-4525	207	10	speed	speed	NOUN
cana-4525	207	11	,	,	PUNCT
cana-4525	207	12	and	and	CCONJ
cana-4525	207	13	solar	solar	ADJ
cana-4525	207	14	irradiance	irradiance	NOUN
cana-4525	207	15	are	be	AUX
cana-4525	207	16	monitored	monitor	VERB
cana-4525	207	17	by	by	ADP
cana-4525	207	18	weather	weather	NOUN
cana-4525	207	19	stations	station	NOUN
cana-4525	207	20	or	or	CCONJ
cana-4525	207	21	system	system	NOUN
cana-4525	207	22	sensors	sensor	NOUN
cana-4525	207	23	and	and	CCONJ
cana-4525	207	24	serve	serve	VERB
cana-4525	207	25	as	as	ADP
cana-4525	207	26	independent	independent	ADJ
cana-4525	207	27	variables	variable	NOUN
cana-4525	207	28	.	.	PUNCT
cana-4525	208	1	the	the	DET
cana-4525	208	2	data	data	NOUN
cana-4525	208	3	collection	collection	NOUN
cana-4525	208	4	process	process	NOUN
cana-4525	208	5	starts	start	VERB
cana-4525	208	6	with	with	ADP
cana-4525	208	7	installing	instal	VERB
cana-4525	208	8	current	current	ADJ
cana-4525	208	9	and	and	CCONJ
cana-4525	208	10	voltage	voltage	NOUN
cana-4525	208	11	sensors	sensor	NOUN
cana-4525	208	12	at	at	ADP
cana-4525	208	13	key	key	ADJ
cana-4525	208	14	points	point	NOUN
cana-4525	208	15	in	in	ADP
cana-4525	208	16	the	the	DET
cana-4525	208	17	system	system	NOUN
cana-4525	208	18	,	,	PUNCT
cana-4525	208	19	including	include	VERB
cana-4525	208	20	solar	solar	ADJ
cana-4525	208	21	panels	panel	NOUN
cana-4525	208	22	,	,	PUNCT
cana-4525	208	23	wind	wind	NOUN
cana-4525	208	24	turbines	turbine	NOUN
cana-4525	208	25	,	,	PUNCT
cana-4525	208	26	and	and	CCONJ
cana-4525	208	27	the	the	DET
cana-4525	208	28	load	load	NOUN
cana-4525	208	29	side	side	NOUN
cana-4525	208	30	.	.	PUNCT
cana-4525	209	1	these	these	DET
cana-4525	209	2	sensors	sensor	NOUN
cana-4525	209	3	continuously	continuously	ADV
cana-4525	209	4	monitor	monitor	VERB
cana-4525	209	5	and	and	CCONJ
cana-4525	209	6	record	record	ADJ
cana-4525	209	7	electrical	electrical	ADJ
cana-4525	209	8	parameters	parameter	NOUN
cana-4525	209	9	,	,	PUNCT
cana-4525	209	10	with	with	ADP
cana-4525	209	11	data	datum	NOUN
cana-4525	209	12	stored	store	VERB
cana-4525	209	13	in	in	ADP
cana-4525	209	14	a	a	DET
cana-4525	209	15	microcontroller	microcontroller	NOUN
cana-4525	209	16	or	or	CCONJ
cana-4525	209	17	a	a	DET
cana-4525	209	18	dedicated	dedicated	ADJ
cana-4525	209	19	storage	storage	NOUN
cana-4525	209	20	system	system	NOUN
cana-4525	209	21	for	for	ADP
cana-4525	209	22	analysis	analysis	NOUN
cana-4525	209	23	.	.	PUNCT
cana-4525	210	1	concurrently	concurrently	ADV
cana-4525	210	2	,	,	PUNCT
cana-4525	210	3	climatic	climatic	ADJ
cana-4525	210	4	data	datum	NOUN
cana-4525	210	5	—	—	PUNCT
cana-4525	210	6	such	such	ADJ
cana-4525	210	7	as	as	ADP
cana-4525	210	8	temperature	temperature	NOUN
cana-4525	210	9	,	,	PUNCT
cana-4525	210	10	humidity	humidity	NOUN
cana-4525	210	11	,	,	PUNCT
cana-4525	210	12	wind	wind	NOUN
cana-4525	210	13	speed	speed	NOUN
cana-4525	210	14	,	,	PUNCT
cana-4525	210	15	solar	solar	ADJ
cana-4525	210	16	irradiance	irradiance	NOUN
cana-4525	210	17	,	,	PUNCT
cana-4525	210	18	and	and	CCONJ
cana-4525	210	19	shading	shading	NOUN
cana-4525	210	20	—	—	PUNCT
cana-4525	210	21	is	be	AUX
cana-4525	210	22	collected	collect	VERB
cana-4525	210	23	using	use	VERB
cana-4525	210	24	weather	weather	NOUN
cana-4525	210	25	stations	station	NOUN
cana-4525	210	26	and	and	CCONJ
cana-4525	210	27	environmental	environmental	ADJ
cana-4525	210	28	sensors	sensor	NOUN
cana-4525	210	29	near	near	ADP
cana-4525	210	30	the	the	DET
cana-4525	210	31	hybrid	hybrid	ADJ
cana-4525	210	32	system	system	NOUN
cana-4525	210	33	.	.	PUNCT
cana-4525	211	1	the	the	DET
cana-4525	211	2	microcontroller	microcontroller	NOUN
cana-4525	211	3	acts	act	VERB
cana-4525	211	4	as	as	ADP
cana-4525	211	5	the	the	DET
cana-4525	211	6	central	central	ADJ
cana-4525	211	7	hub	hub	NOUN
cana-4525	211	8	,	,	PUNCT
cana-4525	211	9	logging	log	VERB
cana-4525	211	10	and	and	CCONJ
cana-4525	211	11	processing	processing	NOUN
cana-4525	211	12	data	datum	NOUN
cana-4525	211	13	at	at	ADP
cana-4525	211	14	regular	regular	ADJ
cana-4525	211	15	intervals	interval	NOUN
cana-4525	211	16	to	to	PART
cana-4525	211	17	capture	capture	VERB
cana-4525	211	18	all	all	DET
cana-4525	211	19	operating	operating	NOUN
cana-4525	211	20	conditions	condition	NOUN
cana-4525	211	21	.	.	PUNCT
cana-4525	212	1	for	for	ADP
cana-4525	212	2	data	datum	NOUN
cana-4525	212	3	pre	pre	ADJ
cana-4525	212	4	-	-	ADJ
cana-4525	212	5	processing	processing	ADJ
cana-4525	212	6	,	,	PUNCT
cana-4525	212	7	clean	clean	VERB
cana-4525	212	8	the	the	DET
cana-4525	212	9	dataset	dataset	NOUN
cana-4525	212	10	by	by	ADP
cana-4525	212	11	removing	remove	VERB
cana-4525	212	12	outliers	outlier	NOUN
cana-4525	212	13	,	,	PUNCT
cana-4525	212	14	missing	miss	VERB
cana-4525	212	15	values	value	NOUN
cana-4525	212	16	,	,	PUNCT
cana-4525	212	17	and	and	CCONJ
cana-4525	212	18	noise	noise	NOUN
cana-4525	212	19	to	to	PART
cana-4525	212	20	enhance	enhance	VERB
cana-4525	212	21	accuracy	accuracy	NOUN
cana-4525	212	22	.	.	PUNCT
cana-4525	213	1	generate	generate	VERB
cana-4525	213	2	new	new	ADJ
cana-4525	213	3	features	feature	NOUN
cana-4525	213	4	if	if	SCONJ
cana-4525	213	5	necessary	necessary	ADJ
cana-4525	213	6	,	,	PUNCT
cana-4525	213	7	such	such	ADJ
cana-4525	213	8	as	as	ADP
cana-4525	213	9	normalized	normalize	VERB
cana-4525	213	10	current	current	ADJ
cana-4525	213	11	and	and	CCONJ
cana-4525	213	12	voltage	voltage	NOUN
cana-4525	213	13	values	value	NOUN
cana-4525	213	14	or	or	CCONJ
cana-4525	213	15	combined	combine	VERB
cana-4525	213	16	indices	index	NOUN
cana-4525	213	17	for	for	ADP
cana-4525	213	18	shading	shading	NOUN
cana-4525	213	19	and	and	CCONJ
cana-4525	213	20	climate	climate	NOUN
cana-4525	213	21	conditions	condition	NOUN
cana-4525	213	22	.	.	PUNCT
cana-4525	214	1	split	split	VERB
cana-4525	214	2	the	the	DET
cana-4525	214	3	dataset	dataset	NOUN
cana-4525	214	4	into	into	ADP
cana-4525	214	5	training	training	NOUN
cana-4525	214	6	(	(	PUNCT
cana-4525	214	7	70	70	NUM
cana-4525	214	8	%	%	NOUN
cana-4525	214	9	)	)	PUNCT
cana-4525	214	10	and	and	CCONJ
cana-4525	214	11	testing	testing	NOUN
cana-4525	214	12	(	(	PUNCT
cana-4525	214	13	30	30	NUM
cana-4525	214	14	%	%	NOUN
cana-4525	214	15	)	)	PUNCT
cana-4525	214	16	sets	set	NOUN
cana-4525	214	17	.	.	PUNCT
cana-4525	215	1	train	train	VERB
cana-4525	215	2	the	the	DET
cana-4525	215	3	linear	linear	ADJ
cana-4525	215	4	regression	regression	NOUN
cana-4525	215	5	model	model	NOUN
cana-4525	215	6	with	with	ADP
cana-4525	215	7	the	the	DET
cana-4525	215	8	training	training	NOUN
cana-4525	215	9	data	datum	NOUN
cana-4525	215	10	to	to	PART
cana-4525	215	11	learn	learn	VERB
cana-4525	215	12	the	the	DET
cana-4525	215	13	relationship	relationship	NOUN
cana-4525	215	14	between	between	ADP
cana-4525	215	15	independent	independent	ADJ
cana-4525	215	16	variables	variable	NOUN
cana-4525	215	17	(	(	PUNCT
cana-4525	215	18	e.g.	e.g.	ADV
cana-4525	215	19	,	,	PUNCT
cana-4525	215	20	shading	shading	NOUN
cana-4525	215	21	and	and	CCONJ
cana-4525	215	22	climate	climate	NOUN
cana-4525	215	23	changes	change	NOUN
cana-4525	215	24	)	)	PUNCT
cana-4525	215	25	and	and	CCONJ
cana-4525	215	26	the	the	DET
cana-4525	215	27	dependent	dependent	ADJ
cana-4525	215	28	variable	variable	NOUN
cana-4525	215	29	(	(	PUNCT
cana-4525	215	30	duty	duty	NOUN
cana-4525	215	31	cycle	cycle	NOUN
cana-4525	215	32	)	)	PUNCT
cana-4525	215	33	.	.	PUNCT
cana-4525	216	1	evaluate	evaluate	VERB
cana-4525	216	2	the	the	DET
cana-4525	216	3	model	model	NOUN
cana-4525	216	4	's	's	PART
cana-4525	216	5	performance	performance	NOUN
cana-4525	216	6	using	use	VERB
cana-4525	216	7	testing	testing	NOUN
cana-4525	216	8	data	datum	NOUN
cana-4525	216	9	and	and	CCONJ
cana-4525	216	10	metrics	metric	NOUN
cana-4525	216	11	like	like	INTJ
cana-4525	216	12	mean	mean	VERB
cana-4525	216	13	squared	square	VERB
cana-4525	216	14	error	error	NOUN
cana-4525	216	15	(	(	PUNCT
cana-4525	216	16	mse	mse	NOUN
cana-4525	216	17	)	)	PUNCT
cana-4525	217	1	[	[	X
cana-4525	217	2	34	34	NUM
cana-4525	217	3	]	]	PUNCT
cana-4525	217	4	.	.	PUNCT
cana-4525	218	1	finally	finally	ADV
cana-4525	218	2	,	,	PUNCT
cana-4525	218	3	fine	fine	ADJ
cana-4525	218	4	-	-	PUNCT
cana-4525	218	5	tune	tune	NOUN
cana-4525	218	6	the	the	DET
cana-4525	218	7	model	model	NOUN
cana-4525	218	8	's	's	PART
cana-4525	218	9	parameters	parameter	NOUN
cana-4525	218	10	to	to	PART
cana-4525	218	11	improve	improve	VERB
cana-4525	218	12	predictions	prediction	NOUN
cana-4525	218	13	,	,	PUNCT
cana-4525	218	14	adjusting	adjust	VERB
cana-4525	218	15	aspects	aspect	NOUN
cana-4525	218	16	such	such	ADJ
cana-4525	218	17	as	as	ADP
cana-4525	218	18	learning	learn	VERB
cana-4525	218	19	rate	rate	NOUN
cana-4525	218	20	or	or	CCONJ
cana-4525	218	21	applying	apply	VERB
cana-4525	218	22	regularization	regularization	NOUN
cana-4525	218	23	techniques	technique	NOUN
cana-4525	218	24	.	.	PUNCT
cana-4525	219	1	d.	d.	PROPN
cana-4525	219	2	implementation	implementation	PROPN
cana-4525	219	3	details	detail	NOUN
cana-4525	219	4	matlab	matlab	PROPN
cana-4525	219	5	2024a	2024a	NOUN
cana-4525	219	6	is	be	AUX
cana-4525	219	7	used	use	VERB
cana-4525	219	8	to	to	PART
cana-4525	219	9	develop	develop	VERB
cana-4525	219	10	the	the	DET
cana-4525	219	11	hpg	hpg	NOUN
cana-4525	219	12	system	system	NOUN
cana-4525	219	13	,	,	PUNCT
cana-4525	219	14	utilizing	utilize	VERB
cana-4525	219	15	toolboxes	toolbox	NOUN
cana-4525	219	16	for	for	ADP
cana-4525	219	17	data	data	NOUN
cana-4525	219	18	analysis	analysis	NOUN
cana-4525	219	19	,	,	PUNCT
cana-4525	219	20	simulation	simulation	NOUN
cana-4525	219	21	,	,	PUNCT
cana-4525	219	22	and	and	CCONJ
cana-4525	219	23	machine	machine	NOUN
cana-4525	219	24	learning	learning	NOUN
cana-4525	219	25	.	.	PUNCT
cana-4525	220	1	simulink	simulink	NOUN
cana-4525	220	2	models	model	NOUN
cana-4525	220	3	and	and	CCONJ
cana-4525	220	4	analyzes	analyze	VERB
cana-4525	220	5	the	the	DET
cana-4525	220	6	hpg	hpg	NOUN
cana-4525	220	7	system	system	NOUN
cana-4525	220	8	,	,	PUNCT
cana-4525	220	9	while	while	SCONJ
cana-4525	220	10	the	the	DET
cana-4525	220	11	statistics	statistic	NOUN
cana-4525	220	12	and	and	CCONJ
cana-4525	220	13	machine	machine	NOUN
cana-4525	220	14	learning	learn	VERB
cana-4525	220	15	toolbox	toolbox	NOUN
cana-4525	220	16	implements	implement	VERB
cana-4525	220	17	the	the	DET
cana-4525	220	18	linear	linear	ADJ
cana-4525	220	19	regression	regression	NOUN
cana-4525	220	20	model	model	NOUN
cana-4525	220	21	.	.	PUNCT
cana-4525	221	1	the	the	DET
cana-4525	221	2	optimization	optimization	NOUN
cana-4525	221	3	toolbox	toolbox	NOUN
cana-4525	221	4	is	be	AUX
cana-4525	221	5	employed	employ	VERB
cana-4525	221	6	for	for	ADP
cana-4525	221	7	fine	fine	ADV
cana-4525	221	8	-	-	PUNCT
cana-4525	221	9	tuning	tune	VERB
cana-4525	221	10	and	and	CCONJ
cana-4525	221	11	optimizing	optimize	VERB
cana-4525	221	12	model	model	NOUN
cana-4525	221	13	parameters	parameter	NOUN
cana-4525	221	14	.	.	PUNCT
cana-4525	222	1	linear	linear	ADJ
cana-4525	222	2	regression	regression	NOUN
cana-4525	222	3	,	,	PUNCT
cana-4525	222	4	a	a	DET
cana-4525	222	5	supervised	supervised	ADJ
cana-4525	222	6	learning	learning	NOUN
cana-4525	222	7	algorithm	algorithm	NOUN
cana-4525	222	8	,	,	PUNCT
cana-4525	222	9	models	model	VERB
cana-4525	222	10	the	the	DET
cana-4525	222	11	relationship	relationship	NOUN
cana-4525	222	12	between	between	ADP
cana-4525	222	13	independent	independent	ADJ
cana-4525	222	14	variables	variable	NOUN
cana-4525	222	15	(	(	PUNCT
cana-4525	222	16	e.g.	e.g.	ADV
cana-4525	222	17	,	,	PUNCT
cana-4525	222	18	partial	partial	ADJ
cana-4525	222	19	shading	shading	NOUN
cana-4525	222	20	,	,	PUNCT
cana-4525	222	21	climatic	climatic	ADJ
cana-4525	222	22	conditions	condition	NOUN
cana-4525	222	23	)	)	PUNCT
cana-4525	222	24	and	and	CCONJ
cana-4525	222	25	the	the	DET
cana-4525	222	26	dependent	dependent	ADJ
cana-4525	222	27	variable	variable	NOUN
cana-4525	222	28	(	(	PUNCT
cana-4525	222	29	duty	duty	NOUN
cana-4525	222	30	cycle	cycle	NOUN
cana-4525	222	31	)	)	PUNCT
cana-4525	222	32	to	to	PART
cana-4525	222	33	predict	predict	VERB
cana-4525	222	34	the	the	DET
cana-4525	222	35	duty	duty	NOUN
cana-4525	222	36	cycle	cycle	NOUN
cana-4525	222	37	that	that	PRON
cana-4525	222	38	maximizes	maximize	VERB
cana-4525	222	39	power	power	NOUN
cana-4525	222	40	output	output	NOUN
cana-4525	222	41	.	.	PUNCT
cana-4525	223	1	gradient	gradient	ADJ
cana-4525	223	2	descent	descent	NOUN
cana-4525	223	3	is	be	AUX
cana-4525	223	4	applied	apply	VERB
cana-4525	223	5	to	to	PART
cana-4525	223	6	reduce	reduce	VERB
cana-4525	223	7	model	model	NOUN
cana-4525	223	8	error	error	NOUN
cana-4525	223	9	by	by	ADP
cana-4525	223	10	iteratively	iteratively	ADV
cana-4525	223	11	adjusting	adjust	VERB
cana-4525	223	12	coefficients	coefficient	NOUN
cana-4525	223	13	.	.	PUNCT
cana-4525	224	1	the	the	DET
cana-4525	224	2	process	process	NOUN
cana-4525	224	3	begins	begin	VERB
cana-4525	224	4	with	with	ADP
cana-4525	224	5	collecting	collect	VERB
cana-4525	224	6	real	real	ADJ
cana-4525	224	7	-	-	PUNCT
cana-4525	224	8	time	time	NOUN
cana-4525	224	9	data	datum	NOUN
cana-4525	224	10	on	on	ADP
cana-4525	224	11	current	current	ADJ
cana-4525	224	12	,	,	PUNCT
cana-4525	224	13	voltage	voltage	NOUN
cana-4525	224	14	,	,	PUNCT
cana-4525	224	15	partial	partial	ADJ
cana-4525	224	16	shading	shading	NOUN
cana-4525	224	17	,	,	PUNCT
cana-4525	224	18	and	and	CCONJ
cana-4525	224	19	climatic	climatic	ADJ
cana-4525	224	20	conditions	condition	NOUN
cana-4525	224	21	such	such	ADJ
cana-4525	224	22	as	as	ADP
cana-4525	224	23	temperature	temperature	NOUN
cana-4525	224	24	and	and	CCONJ
cana-4525	224	25	irradiance	irradiance	NOUN
cana-4525	224	26	.	.	PUNCT
cana-4525	225	1	next	next	ADJ
cana-4525	225	2	,	,	PUNCT
cana-4525	225	3	pre	pre	ADJ
cana-4525	225	4	-	-	NOUN
cana-4525	225	5	process	process	NOUN
cana-4525	225	6	the	the	DET
cana-4525	225	7	data	datum	NOUN
cana-4525	225	8	to	to	PART
cana-4525	225	9	remove	remove	VERB
cana-4525	225	10	noise	noise	NOUN
cana-4525	225	11	and	and	CCONJ
cana-4525	225	12	clean	clean	VERB
cana-4525	225	13	it	it	PRON
cana-4525	225	14	.	.	PUNCT
cana-4525	226	1	split	split	VERB
cana-4525	226	2	the	the	DET
cana-4525	226	3	dataset	dataset	NOUN
cana-4525	226	4	into	into	ADP
cana-4525	226	5	70	70	NUM
cana-4525	226	6	%	%	NOUN
cana-4525	226	7	for	for	ADP
cana-4525	226	8	training	training	NOUN
cana-4525	226	9	and	and	CCONJ
cana-4525	226	10	30	30	NUM
cana-4525	226	11	%	%	NOUN
cana-4525	226	12	for	for	ADP
cana-4525	226	13	testing	testing	NOUN
cana-4525	226	14	.	.	PUNCT
cana-4525	227	1	use	use	VERB
cana-4525	227	2	the	the	DET
cana-4525	227	3	statistics	statistic	NOUN
cana-4525	227	4	and	and	CCONJ
cana-4525	227	5	machine	machine	NOUN
cana-4525	227	6	learning	learning	NOUN
cana-4525	227	7	toolbox	toolbox	NOUN
cana-4525	227	8	[	[	X
cana-4525	227	9	35	35	NUM
cana-4525	227	10	]	]	PUNCT
cana-4525	227	11	to	to	PART
cana-4525	227	12	create	create	VERB
cana-4525	227	13	the	the	DET
cana-4525	227	14	linear	linear	ADJ
cana-4525	227	15	regression	regression	NOUN
cana-4525	227	16	model	model	NOUN
cana-4525	227	17	,	,	PUNCT
cana-4525	227	18	with	with	ADP
cana-4525	227	19	the	the	DET
cana-4525	227	20	duty	duty	NOUN
cana-4525	227	21	cycle	cycle	NOUN
cana-4525	227	22	as	as	ADP
cana-4525	227	23	the	the	DET
cana-4525	227	24	dependent	dependent	ADJ
cana-4525	227	25	variable	variable	NOUN
cana-4525	227	26	and	and	CCONJ
cana-4525	227	27	micro	micro	ADJ
cana-4525	227	28	-	-	ADJ
cana-4525	227	29	climatic	climatic	ADJ
cana-4525	227	30	conditions	condition	NOUN
cana-4525	227	31	as	as	ADP
cana-4525	227	32	independent	independent	ADJ
cana-4525	227	33	variables	variable	NOUN
cana-4525	227	34	.	.	PUNCT
cana-4525	228	1	train	train	VERB
cana-4525	228	2	the	the	DET
cana-4525	228	3	model	model	NOUN
cana-4525	228	4	with	with	ADP
cana-4525	228	5	the	the	DET
cana-4525	228	6	training	training	NOUN
cana-4525	228	7	dataset	dataset	NOUN
cana-4525	228	8	and	and	CCONJ
cana-4525	228	9	refine	refine	VERB
cana-4525	228	10	coefficients	coefficient	NOUN
cana-4525	228	11	using	use	VERB
cana-4525	228	12	gradient	gradient	ADJ
cana-4525	228	13	descent	descent	NOUN
cana-4525	228	14	to	to	PART
cana-4525	228	15	minimize	minimize	VERB
cana-4525	228	16	prediction	prediction	NOUN
cana-4525	228	17	error	error	NOUN
cana-4525	228	18	.	.	PUNCT
cana-4525	229	1	model	model	NOUN
cana-4525	229	2	the	the	DET
cana-4525	229	3	spv	spv	PROPN
cana-4525	229	4	panel	panel	PROPN
cana-4525	229	5	,	,	PUNCT
cana-4525	229	6	wind	wind	NOUN
cana-4525	229	7	turbine	turbine	NOUN
cana-4525	229	8	generator	generator	NOUN
cana-4525	229	9	(	(	PUNCT
cana-4525	229	10	wtg	wtg	NOUN
cana-4525	229	11	)	)	PUNCT
cana-4525	229	12	,	,	PUNCT
cana-4525	229	13	and	and	CCONJ
cana-4525	229	14	partial	partial	ADJ
cana-4525	229	15	shading	shading	NOUN
cana-4525	229	16	conditions	condition	NOUN
cana-4525	229	17	using	use	VERB
cana-4525	229	18	resistances	resistance	NOUN
cana-4525	229	19	.	.	PUNCT
cana-4525	230	1	validate	validate	VERB
cana-4525	230	2	the	the	DET
cana-4525	230	3	model	model	NOUN
cana-4525	230	4	by	by	ADP
cana-4525	230	5	calculating	calculate	VERB
cana-4525	230	6	the	the	DET
cana-4525	230	7	mean	mean	ADJ
cana-4525	230	8	squared	square	VERB
cana-4525	230	9	error	error	NOUN
cana-4525	230	10	(	(	PUNCT
cana-4525	230	11	mse	mse	NOUN
cana-4525	230	12	)	)	PUNCT
cana-4525	230	13	and	and	CCONJ
cana-4525	230	14	adjust	adjust	VERB
cana-4525	230	15	parameters	parameter	NOUN
cana-4525	230	16	using	use	VERB
cana-4525	230	17	the	the	DET
cana-4525	230	18	optimization	optimization	NOUN
cana-4525	230	19	toolbox	toolbox	NOUN
cana-4525	230	20	to	to	PART
cana-4525	230	21	enhance	enhance	VERB
cana-4525	230	22	accuracy	accuracy	NOUN
cana-4525	230	23	.	.	PUNCT
cana-4525	231	1	finally	finally	ADV
cana-4525	231	2	,	,	PUNCT
cana-4525	231	3	predict	predict	VERB
cana-4525	231	4	the	the	DET
cana-4525	231	5	optimal	optimal	ADJ
cana-4525	231	6	duty	duty	NOUN
cana-4525	231	7	cycle	cycle	NOUN
cana-4525	231	8	using	use	VERB
cana-4525	231	9	linear	linear	PROPN
cana-4525	231	10	regression	regression	NOUN
cana-4525	231	11	[	[	X
cana-4525	231	12	35	35	NUM
cana-4525	231	13	]	]	PUNCT
cana-4525	231	14	,	,	PUNCT
cana-4525	231	15	with	with	ADP
cana-4525	231	16	hardware	hardware	NOUN
cana-4525	231	17	implementation	implementation	NOUN
cana-4525	231	18	as	as	ADP
cana-4525	231	19	the	the	DET
cana-4525	231	20	next	next	ADJ
cana-4525	231	21	research	research	NOUN
cana-4525	231	22	phase	phase	NOUN
cana-4525	231	23	.	.	PUNCT
cana-4525	232	1	communications	communication	NOUN
cana-4525	232	2	on	on	ADP
cana-4525	232	3	applied	apply	VERB
cana-4525	232	4	nonlinear	nonlinear	ADJ
cana-4525	232	5	analysis	analysis	NOUN
cana-4525	232	6	issn	issn	NOUN
cana-4525	232	7	:	:	PUNCT
cana-4525	232	8	1074	1074	NUM
cana-4525	232	9	-	-	PUNCT
cana-4525	232	10	133x	133x	NUM
cana-4525	232	11	vol	vol	NOUN
cana-4525	232	12	32	32	NUM
cana-4525	232	13	no	no	NOUN
cana-4525	232	14	.	.	PUNCT
cana-4525	233	1	9s	9s	NUM
cana-4525	233	2	(	(	PUNCT
cana-4525	233	3	2025	2025	NUM
cana-4525	233	4	)	)	PUNCT
cana-4525	233	5	2391	2391	NUM
cana-4525	234	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	234	2	5	5	NUM
cana-4525	234	3	.	.	PUNCT
cana-4525	234	4	system	system	NOUN
cana-4525	234	5	design	design	VERB
cana-4525	234	6	the	the	DET
cana-4525	234	7	system	system	NOUN
cana-4525	234	8	design	design	NOUN
cana-4525	234	9	consists	consist	VERB
cana-4525	234	10	of	of	ADP
cana-4525	234	11	design	design	NOUN
cana-4525	234	12	of	of	ADP
cana-4525	234	13	spv	spv	PROPN
cana-4525	234	14	panel	panel	PROPN
cana-4525	234	15	,	,	PUNCT
cana-4525	234	16	design	design	NOUN
cana-4525	234	17	of	of	ADP
cana-4525	234	18	wind	wind	NOUN
cana-4525	234	19	turbine	turbine	NOUN
cana-4525	234	20	generator	generator	NOUN
cana-4525	234	21	,	,	PUNCT
cana-4525	234	22	design	design	NOUN
cana-4525	234	23	of	of	ADP
cana-4525	234	24	double	double	ADJ
cana-4525	234	25	input	input	NOUN
cana-4525	234	26	buck	buck	NOUN
cana-4525	234	27	-	-	PUNCT
cana-4525	234	28	boost	boost	NOUN
cana-4525	234	29	converter	converter	NOUN
cana-4525	234	30	,	,	PUNCT
cana-4525	234	31	and	and	CCONJ
cana-4525	234	32	controller	controller	NOUN
cana-4525	234	33	design	design	NOUN
cana-4525	234	34	.	.	PUNCT
cana-4525	235	1	the	the	DET
cana-4525	235	2	proposed	propose	VERB
cana-4525	235	3	hpg	hpg	NOUN
cana-4525	235	4	is	be	AUX
cana-4525	235	5	designed	design	VERB
cana-4525	235	6	for	for	ADP
cana-4525	235	7	a	a	DET
cana-4525	235	8	small	small	ADJ
cana-4525	235	9	scale	scale	NOUN
cana-4525	235	10	for	for	ADP
cana-4525	235	11	the	the	DET
cana-4525	235	12	purpose	purpose	NOUN
cana-4525	235	13	of	of	ADP
cana-4525	235	14	prototype	prototype	NOUN
cana-4525	235	15	development	development	NOUN
cana-4525	235	16	.	.	PUNCT
cana-4525	236	1	the	the	DET
cana-4525	236	2	same	same	ADJ
cana-4525	236	3	design	design	NOUN
cana-4525	236	4	can	can	AUX
cana-4525	236	5	be	be	AUX
cana-4525	236	6	followed	follow	VERB
cana-4525	236	7	for	for	ADP
cana-4525	236	8	the	the	DET
cana-4525	236	9	large	large	ADJ
cana-4525	236	10	scale	scale	NOUN
cana-4525	236	11	implementation	implementation	NOUN
cana-4525	236	12	.	.	PUNCT
cana-4525	237	1	a.	a.	NOUN
cana-4525	237	2	design	design	PROPN
cana-4525	237	3	of	of	ADP
cana-4525	237	4	spv	spv	PROPN
cana-4525	237	5	panel	panel	PROPN
cana-4525	237	6	designing	design	VERB
cana-4525	237	7	a	a	DET
cana-4525	237	8	500w	500w	NUM
cana-4525	237	9	solar	solar	ADJ
cana-4525	237	10	panel	panel	NOUN
cana-4525	237	11	system	system	NOUN
cana-4525	237	12	to	to	PART
cana-4525	237	13	power	power	VERB
cana-4525	237	14	a	a	DET
cana-4525	237	15	250w	250w	NUM
cana-4525	237	16	lighting	lighting	NOUN
cana-4525	237	17	load	load	NOUN
cana-4525	237	18	requires	require	VERB
cana-4525	237	19	determining	determine	VERB
cana-4525	237	20	the	the	DET
cana-4525	237	21	necessary	necessary	ADJ
cana-4525	237	22	components	component	NOUN
cana-4525	237	23	and	and	CCONJ
cana-4525	237	24	evaluating	evaluate	VERB
cana-4525	237	25	the	the	DET
cana-4525	237	26	energy	energy	NOUN
cana-4525	237	27	balance	balance	NOUN
cana-4525	237	28	between	between	ADP
cana-4525	237	29	production	production	NOUN
cana-4525	237	30	and	and	CCONJ
cana-4525	237	31	consumption	consumption	NOUN
cana-4525	237	32	.	.	PUNCT
cana-4525	238	1	assume	assume	VERB
cana-4525	238	2	that	that	SCONJ
cana-4525	238	3	system	system	NOUN
cana-4525	238	4	efficiency	efficiency	NOUN
cana-4525	238	5	is	be	AUX
cana-4525	238	6	considered	consider	VERB
cana-4525	238	7	as	as	ADP
cana-4525	238	8	85	85	NUM
cana-4525	238	9	%	%	NOUN
cana-4525	238	10	by	by	ADP
cana-4525	238	11	considering	consider	VERB
cana-4525	238	12	losses	loss	NOUN
cana-4525	238	13	of	of	ADP
cana-4525	238	14	components	component	NOUN
cana-4525	238	15	.	.	PUNCT
cana-4525	239	1	the	the	DET
cana-4525	239	2	power	power	NOUN
cana-4525	239	3	requirement	requirement	NOUN
cana-4525	239	4	is	be	AUX
cana-4525	239	5	calculated	calculate	VERB
cana-4525	239	6	using	use	VERB
cana-4525	239	7	the	the	DET
cana-4525	239	8	equation	equation	NOUN
cana-4525	239	9	(	(	PUNCT
cana-4525	239	10	5	5	NUM
cana-4525	239	11	)	)	PUNCT
cana-4525	239	12	250	250	NUM
cana-4525	239	13	294	294	NUM
cana-4525	239	14	0.85	0.85	NUM
cana-4525	239	15	load	load	NOUN
cana-4525	239	16	required	require	VERB
cana-4525	239	17	p	p	PROPN
cana-4525	239	18	w	w	PROPN
cana-4525	239	19	p	p	X
cana-4525	239	20	w	w	NOUN
cana-4525	239	21			PUNCT
cana-4525	239	22	=	=	SYM
cana-4525	239	23	=	=	SYM
cana-4525	239	24			X
cana-4525	239	25	(	(	PUNCT
cana-4525	239	26	5	5	NUM
cana-4525	239	27	)	)	PUNCT
cana-4525	239	28	in	in	ADP
cana-4525	239	29	the	the	DET
cana-4525	239	30	equation	equation	NOUN
cana-4525	239	31	(	(	PUNCT
cana-4525	239	32	5	5	NUM
cana-4525	239	33	)	)	PUNCT
cana-4525	239	34	,	,	PUNCT
cana-4525	239	35	η	η	PROPN
cana-4525	239	36	denotes	denote	VERB
cana-4525	239	37	the	the	DET
cana-4525	239	38	system	system	NOUN
cana-4525	239	39	efficiency	efficiency	NOUN
cana-4525	239	40	.	.	PUNCT
cana-4525	240	1	spv	spv	PROPN
cana-4525	240	2	panel	panel	PROPN
cana-4525	240	3	is	be	AUX
cana-4525	240	4	supposed	suppose	VERB
cana-4525	240	5	to	to	PART
cana-4525	240	6	produce	produce	VERB
cana-4525	240	7	294	294	NUM
cana-4525	240	8	w	w	NOUN
cana-4525	240	9	to	to	PART
cana-4525	240	10	meet	meet	VERB
cana-4525	240	11	the	the	DET
cana-4525	240	12	load	load	NOUN
cana-4525	240	13	demand	demand	NOUN
cana-4525	240	14	.	.	PUNCT
cana-4525	241	1	the	the	DET
cana-4525	241	2	operating	operate	VERB
cana-4525	241	3	voltage	voltage	NOUN
cana-4525	241	4	of	of	ADP
cana-4525	241	5	spv	spv	PROPN
cana-4525	241	6	panel	panel	PROPN
cana-4525	241	7	(	(	PUNCT
cana-4525	241	8	vpanel	vpanel	PROPN
cana-4525	241	9	)	)	PUNCT
cana-4525	241	10	is	be	AUX
cana-4525	241	11	18	18	NUM
cana-4525	241	12	v.	v.	ADP
cana-4525	241	13	therefore	therefore	ADV
cana-4525	241	14	,	,	PUNCT
cana-4525	241	15	current	current	ADJ
cana-4525	241	16	required	require	VERB
cana-4525	241	17	for	for	ADP
cana-4525	241	18	500	500	NUM
cana-4525	241	19	w	w	PROPN
cana-4525	241	20	spv	spv	PROPN
cana-4525	241	21	panel	panel	NOUN
cana-4525	241	22	is	be	AUX
cana-4525	241	23	given	give	VERB
cana-4525	241	24	by	by	ADP
cana-4525	241	25	the	the	DET
cana-4525	241	26	equation	equation	NOUN
cana-4525	241	27	(	(	PUNCT
cana-4525	241	28	6	6	NUM
cana-4525	241	29	)	)	PUNCT
cana-4525	241	30	500	500	NUM
cana-4525	241	31	27.8	27.8	NUM
cana-4525	241	32	18	18	NUM
cana-4525	241	33	panel	panel	NOUN
cana-4525	241	34	panel	panel	NOUN
cana-4525	241	35	panel	panel	NOUN
cana-4525	242	1	p	p	PROPN
cana-4525	243	1	w	w	NOUN
cana-4525	244	1	i	i	PRON
cana-4525	245	1	a	a	DET
cana-4525	245	2	v	v	NOUN
cana-4525	245	3	v	v	NOUN
cana-4525	245	4	=	=	SYM
cana-4525	245	5	=	=	SYM
cana-4525	245	6			X
cana-4525	245	7	(	(	PUNCT
cana-4525	245	8	6	6	NUM
cana-4525	245	9	)	)	PUNCT
cana-4525	245	10	the	the	DET
cana-4525	245	11	energy	energy	NOUN
cana-4525	245	12	storage	storage	NOUN
cana-4525	245	13	is	be	AUX
cana-4525	245	14	desirable	desirable	ADJ
cana-4525	245	15	for	for	ADP
cana-4525	245	16	standalone	standalone	ADJ
cana-4525	245	17	applications	application	NOUN
cana-4525	245	18	.	.	PUNCT
cana-4525	246	1	in	in	ADP
cana-4525	246	2	general	general	ADJ
cana-4525	246	3	effective	effective	ADJ
cana-4525	246	4	sun	sun	NOUN
cana-4525	246	5	hours	hour	NOUN
cana-4525	246	6	are	be	AUX
cana-4525	246	7	available	available	ADJ
cana-4525	246	8	4	4	NUM
cana-4525	246	9	to	to	PART
cana-4525	246	10	5	5	NUM
cana-4525	246	11	hours	hour	NOUN
cana-4525	246	12	in	in	ADP
cana-4525	246	13	a	a	DET
cana-4525	246	14	day	day	NOUN
cana-4525	246	15	.	.	PUNCT
cana-4525	247	1	therefore	therefore	ADV
cana-4525	247	2	energy	energy	NOUN
cana-4525	247	3	generated	generate	VERB
cana-4525	247	4	can	can	AUX
cana-4525	247	5	be	be	AUX
cana-4525	247	6	calculated	calculate	VERB
cana-4525	247	7	using	use	VERB
cana-4525	247	8	the	the	DET
cana-4525	247	9	equation	equation	NOUN
cana-4525	247	10	(	(	PUNCT
cana-4525	247	11	7	7	X
cana-4525	247	12	)	)	PUNCT
cana-4525	247	13	generated	generate	VERB
cana-4525	247	14	panel	panel	NOUN
cana-4525	247	15	sune	sune	PROPN
cana-4525	247	16	p	p	PROPN
cana-4525	247	17	t=	t=	PROPN
cana-4525	247	18			PROPN
cana-4525	247	19	(	(	PUNCT
cana-4525	247	20	7	7	NUM
cana-4525	247	21	)	)	PUNCT
cana-4525	247	22	the	the	DET
cana-4525	247	23	energy	energy	NOUN
cana-4525	247	24	consumed	consume	VERB
cana-4525	247	25	by	by	ADP
cana-4525	247	26	the	the	DET
cana-4525	247	27	load	load	NOUN
cana-4525	247	28	can	can	AUX
cana-4525	247	29	be	be	AUX
cana-4525	247	30	calculated	calculate	VERB
cana-4525	247	31	using	use	VERB
cana-4525	247	32	(	(	PUNCT
cana-4525	247	33	8)	8)	NUM
cana-4525	247	34	250	250	NUM
cana-4525	247	35	/consumed	/consumed	PUNCT
cana-4525	247	36	load	load	NOUN
cana-4525	247	37	load	load	NOUN
cana-4525	247	38	loade	loade	PROPN
cana-4525	247	39	p	p	PROPN
cana-4525	247	40	t	t	PROPN
cana-4525	247	41	t	t	NOUN
cana-4525	247	42	wh	wh	VERB
cana-4525	248	1	day=	day=	NOUN
cana-4525	248	2			NOUN
cana-4525	248	3	=	=	SYM
cana-4525	248	4			PROPN
cana-4525	248	5	(	(	PUNCT
cana-4525	248	6	8)	8)	NUM
cana-4525	248	7	suppose	suppose	VERB
cana-4525	248	8	,	,	PUNCT
cana-4525	248	9	the	the	DET
cana-4525	248	10	load	load	NOUN
cana-4525	248	11	is	be	AUX
cana-4525	248	12	operating	operate	VERB
cana-4525	248	13	4	4	NUM
cana-4525	248	14	hours	hour	NOUN
cana-4525	248	15	in	in	ADP
cana-4525	248	16	a	a	DET
cana-4525	248	17	day	day	NOUN
cana-4525	248	18	.	.	PUNCT
cana-4525	249	1	therefore	therefore	ADV
cana-4525	249	2	,	,	PUNCT
cana-4525	249	3	battery	battery	NOUN
cana-4525	249	4	size	size	NOUN
cana-4525	249	5	can	can	AUX
cana-4525	249	6	be	be	AUX
cana-4525	249	7	computed	compute	VERB
cana-4525	249	8	using	use	VERB
cana-4525	249	9	(	(	PUNCT
cana-4525	249	10	9	9	NUM
cana-4525	249	11	)	)	PUNCT
cana-4525	249	12	.	.	PUNCT
cana-4525	250	1	the	the	DET
cana-4525	250	2	estimated	estimate	VERB
cana-4525	250	3	battery	battery	NOUN
cana-4525	250	4	size	size	NOUN
cana-4525	250	5	is	be	AUX
cana-4525	250	6	83.33	83.33	NUM
cana-4525	250	7	ah	ah	NOUN
cana-4525	250	8	.	.	PUNCT
cana-4525	251	1	250	250	NUM
cana-4525	251	2	12	12	NUM
cana-4525	251	3	consumed	consume	VERB
cana-4525	251	4	load	load	NOUN
cana-4525	251	5	battery	battery	NOUN
cana-4525	251	6	battery	battery	NOUN
cana-4525	251	7	e	e	PROPN
cana-4525	251	8	w	w	PROPN
cana-4525	251	9	t	t	PROPN
cana-4525	251	10	c	c	NOUN
cana-4525	251	11	v	v	NOUN
cana-4525	251	12	v	v	NOUN
cana-4525	251	13			NOUN
cana-4525	251	14	=	=	SYM
cana-4525	251	15	=	=	SYM
cana-4525	251	16	(	(	PUNCT
cana-4525	251	17	9	9	X
cana-4525	251	18	)	)	PUNCT
cana-4525	251	19	panels	panel	NOUN
cana-4525	251	20	are	be	AUX
cana-4525	251	21	required	require	VERB
cana-4525	251	22	to	to	PART
cana-4525	251	23	connect	connect	VERB
cana-4525	251	24	series	serie	NOUN
cana-4525	251	25	-	-	PUNCT
cana-4525	251	26	parallel	parallel	ADJ
cana-4525	251	27	for	for	ADP
cana-4525	251	28	meeting	meet	VERB
cana-4525	251	29	the	the	DET
cana-4525	251	30	current	current	ADJ
cana-4525	251	31	and	and	CCONJ
cana-4525	251	32	voltage	voltage	NOUN
cana-4525	251	33	in	in	ADP
cana-4525	251	34	the	the	DET
cana-4525	251	35	large	large	ADJ
cana-4525	251	36	scale	scale	NOUN
cana-4525	251	37	implementation	implementation	NOUN
cana-4525	251	38	.	.	PUNCT
cana-4525	252	1	b.	b.	PROPN
cana-4525	252	2	design	design	NOUN
cana-4525	252	3	of	of	ADP
cana-4525	252	4	wind	wind	NOUN
cana-4525	252	5	turbine	turbine	NOUN
cana-4525	252	6	generator	generator	NOUN
cana-4525	252	7	the	the	DET
cana-4525	252	8	wind	wind	NOUN
cana-4525	252	9	turbine	turbine	NOUN
cana-4525	252	10	generator	generator	NOUN
cana-4525	252	11	used	use	VERB
cana-4525	252	12	in	in	ADP
cana-4525	252	13	the	the	DET
cana-4525	252	14	proposed	propose	VERB
cana-4525	252	15	hpg	hpg	NOUN
cana-4525	252	16	is	be	AUX
cana-4525	252	17	250	250	NUM
cana-4525	252	18	va	va	NOUN
cana-4525	252	19	.	.	PUNCT
cana-4525	253	1	the	the	DET
cana-4525	253	2	rating	rating	NOUN
cana-4525	253	3	of	of	ADP
cana-4525	253	4	the	the	DET
cana-4525	253	5	lighting	lighting	NOUN
cana-4525	253	6	load	load	NOUN
cana-4525	253	7	is	be	AUX
cana-4525	253	8	250	250	NUM
cana-4525	253	9	w.	w.	NOUN
cana-4525	253	10	the	the	DET
cana-4525	253	11	following	follow	VERB
cana-4525	253	12	steps	step	NOUN
cana-4525	253	13	are	be	AUX
cana-4525	253	14	used	use	VERB
cana-4525	253	15	to	to	PART
cana-4525	253	16	design	design	VERB
cana-4525	253	17	wind	wind	NOUN
cana-4525	253	18	turbine	turbine	NOUN
cana-4525	253	19	generator	generator	NOUN
cana-4525	253	20	for	for	ADP
cana-4525	253	21	the	the	DET
cana-4525	253	22	proposed	propose	VERB
cana-4525	253	23	hpg	hpg	PROPN
cana-4525	253	24	.	.	PUNCT
cana-4525	254	1	the	the	DET
cana-4525	254	2	required	require	VERB
cana-4525	254	3	power	power	NOUN
cana-4525	254	4	can	can	AUX
cana-4525	254	5	be	be	AUX
cana-4525	254	6	computed	compute	VERB
cana-4525	254	7	using	use	VERB
cana-4525	254	8	the	the	DET
cana-4525	254	9	equation	equation	NOUN
cana-4525	254	10	(	(	PUNCT
cana-4525	254	11	5	5	NUM
cana-4525	254	12	)	)	PUNCT
cana-4525	254	13	.	.	PUNCT
cana-4525	255	1	the	the	DET
cana-4525	255	2	power	power	NOUN
cana-4525	255	3	generated	generate	VERB
cana-4525	255	4	by	by	ADP
cana-4525	255	5	the	the	DET
cana-4525	255	6	wind	wind	NOUN
cana-4525	255	7	turbine	turbine	NOUN
cana-4525	255	8	is	be	AUX
cana-4525	255	9	estimated	estimate	VERB
cana-4525	255	10	using	use	VERB
cana-4525	255	11	the	the	DET
cana-4525	255	12	equation	equation	NOUN
cana-4525	255	13	(	(	PUNCT
cana-4525	255	14	10	10	NUM
cana-4525	255	15	)	)	PUNCT
cana-4525	255	16	31	31	NUM
cana-4525	255	17	2	2	NUM
cana-4525	255	18	wind	wind	NOUN
cana-4525	255	19	pp	pp	ADP
cana-4525	255	20	av	av	PROPN
cana-4525	255	21	c=	c=	NOUN
cana-4525	255	22	(	(	PUNCT
cana-4525	255	23	10	10	NUM
cana-4525	255	24	)	)	PUNCT
cana-4525	255	25	communications	communication	NOUN
cana-4525	255	26	on	on	ADP
cana-4525	255	27	applied	apply	VERB
cana-4525	255	28	nonlinear	nonlinear	ADJ
cana-4525	255	29	analysis	analysis	NOUN
cana-4525	255	30	issn	issn	NOUN
cana-4525	255	31	:	:	PUNCT
cana-4525	255	32	1074	1074	NUM
cana-4525	255	33	-	-	PUNCT
cana-4525	255	34	133x	133x	NUM
cana-4525	255	35	vol	vol	NOUN
cana-4525	255	36	32	32	NUM
cana-4525	256	1	no	no	NOUN
cana-4525	256	2	.	.	PUNCT
cana-4525	257	1	9s	9s	NUM
cana-4525	257	2	(	(	PUNCT
cana-4525	257	3	2025	2025	NUM
cana-4525	257	4	)	)	PUNCT
cana-4525	257	5	2392	2392	NUM
cana-4525	257	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	257	7	in	in	ADP
cana-4525	257	8	the	the	DET
cana-4525	257	9	equation	equation	NOUN
cana-4525	257	10	(	(	PUNCT
cana-4525	257	11	10	10	NUM
cana-4525	257	12	)	)	PUNCT
cana-4525	257	13	,	,	PUNCT
cana-4525	257	14	pwind	pwind	NOUN
cana-4525	257	15	is	be	AUX
cana-4525	257	16	the	the	DET
cana-4525	257	17	power	power	NOUN
cana-4525	257	18	generated	generate	VERB
cana-4525	257	19	by	by	ADP
cana-4525	257	20	wind	wind	NOUN
cana-4525	257	21	turbine	turbine	NOUN
cana-4525	257	22	,	,	PUNCT
cana-4525	257	23	ρ	ρ	PROPN
cana-4525	257	24	is	be	AUX
cana-4525	257	25	the	the	DET
cana-4525	257	26	air	air	NOUN
cana-4525	257	27	density	density	NOUN
cana-4525	257	28	,	,	PUNCT
cana-4525	257	29	a	a	PRON
cana-4525	257	30	is	be	AUX
cana-4525	257	31	the	the	DET
cana-4525	257	32	swept	swept	ADJ
cana-4525	257	33	area	area	NOUN
cana-4525	257	34	of	of	ADP
cana-4525	257	35	turbine	turbine	NOUN
cana-4525	257	36	blade	blade	NOUN
cana-4525	257	37	in	in	ADP
cana-4525	257	38	m2	m2	PROPN
cana-4525	257	39	,	,	PUNCT
cana-4525	257	40	v	v	NOUN
cana-4525	257	41	is	be	AUX
cana-4525	257	42	the	the	DET
cana-4525	257	43	wind	wind	NOUN
cana-4525	257	44	speed	speed	NOUN
cana-4525	257	45	in	in	ADP
cana-4525	257	46	ms-1	ms-1	NOUN
cana-4525	257	47	,	,	PUNCT
cana-4525	257	48	cp	cp	X
cana-4525	257	49	is	be	AUX
cana-4525	257	50	the	the	DET
cana-4525	257	51	power	power	NOUN
cana-4525	257	52	coefficient	coefficient	NOUN
cana-4525	257	53	of	of	ADP
cana-4525	257	54	turbine	turbine	NOUN
cana-4525	257	55	.	.	PUNCT
cana-4525	258	1	suppose	suppose	VERB
cana-4525	258	2	,	,	PUNCT
cana-4525	258	3	turbine	turbine	NOUN
cana-4525	258	4	blade	blade	NOUN
cana-4525	258	5	has	have	VERB
cana-4525	258	6	radious	radious	ADJ
cana-4525	258	7	r	r	NOUN
cana-4525	258	8	,	,	PUNCT
cana-4525	258	9	swept	sweep	VERB
cana-4525	258	10	area	area	NOUN
cana-4525	258	11	can	can	AUX
cana-4525	258	12	be	be	AUX
cana-4525	258	13	calculated	calculate	VERB
cana-4525	258	14	using	use	VERB
cana-4525	258	15	equation	equation	NOUN
cana-4525	258	16	(	(	PUNCT
cana-4525	258	17	11	11	NUM
cana-4525	258	18	)	)	PUNCT
cana-4525	258	19	𝐴	𝐴	NOUN
cana-4525	258	20	=	=	PUNCT
cana-4525	258	21	𝜋	𝜋	NOUN
cana-4525	258	22	𝑟2	𝑟2	NOUN
cana-4525	258	23	(	(	PUNCT
cana-4525	258	24	11	11	NUM
cana-4525	258	25	)	)	PUNCT
cana-4525	258	26	the	the	DET
cana-4525	258	27	energy	energy	NOUN
cana-4525	258	28	generated	generate	VERB
cana-4525	258	29	by	by	ADP
cana-4525	258	30	the	the	DET
cana-4525	258	31	wind	wind	NOUN
cana-4525	258	32	turbine	turbine	NOUN
cana-4525	258	33	(	(	PUNCT
cana-4525	258	34	ewind	ewind	NOUN
cana-4525	258	35	-	-	PUNCT
cana-4525	258	36	energy	energy	NOUN
cana-4525	258	37	)	)	PUNCT
cana-4525	258	38	is	be	AUX
cana-4525	258	39	given	give	VERB
cana-4525	258	40	by	by	ADP
cana-4525	258	41	the	the	DET
cana-4525	258	42	equation	equation	NOUN
cana-4525	258	43	(	(	PUNCT
cana-4525	258	44	12	12	NUM
cana-4525	258	45	)	)	PUNCT
cana-4525	258	46	wind	wind	NOUN
cana-4525	258	47	energy	energy	NOUN
cana-4525	258	48	wind	wind	NOUN
cana-4525	258	49	winde	winde	NOUN
cana-4525	258	50	p	p	NOUN
cana-4525	258	51	t−	t−	PROPN
cana-4525	258	52	=	=	SYM
cana-4525	258	53			PROPN
cana-4525	258	54	(	(	PUNCT
cana-4525	258	55	12	12	NUM
cana-4525	258	56	)	)	PUNCT
cana-4525	258	57	the	the	DET
cana-4525	258	58	sizing	sizing	NOUN
cana-4525	258	59	of	of	ADP
cana-4525	258	60	battery	battery	NOUN
cana-4525	258	61	can	can	AUX
cana-4525	258	62	be	be	AUX
cana-4525	258	63	estimated	estimate	VERB
cana-4525	258	64	using	use	VERB
cana-4525	258	65	the	the	DET
cana-4525	258	66	equation	equation	NOUN
cana-4525	258	67	(	(	PUNCT
cana-4525	258	68	9	9	NUM
cana-4525	258	69	)	)	PUNCT
cana-4525	258	70	.	.	PUNCT
cana-4525	259	1	c.	c.	PROPN
cana-4525	259	2	design	design	PROPN
cana-4525	259	3	of	of	ADP
cana-4525	259	4	double	double	ADJ
cana-4525	259	5	input	input	NOUN
cana-4525	259	6	buck	buck	NOUN
cana-4525	259	7	-	-	PUNCT
cana-4525	259	8	boost	boost	NOUN
cana-4525	259	9	converter	converter	NOUN
cana-4525	259	10	the	the	DET
cana-4525	259	11	double	double	ADJ
cana-4525	259	12	input	input	NOUN
cana-4525	259	13	dc	dc	PROPN
cana-4525	259	14	-	-	PUNCT
cana-4525	259	15	dc	dc	PROPN
cana-4525	259	16	buck	buck	NOUN
cana-4525	259	17	-	-	PUNCT
cana-4525	259	18	boost	boost	NOUN
cana-4525	259	19	converter	converter	NOUN
cana-4525	259	20	is	be	AUX
cana-4525	259	21	used	use	VERB
cana-4525	259	22	to	to	PART
cana-4525	259	23	integrate	integrate	VERB
cana-4525	259	24	two	two	NUM
cana-4525	259	25	res	re	NOUN
cana-4525	259	26	independently	independently	ADV
cana-4525	259	27	or	or	CCONJ
cana-4525	259	28	simultaneously	simultaneously	ADV
cana-4525	259	29	depending	depend	VERB
cana-4525	259	30	on	on	ADP
cana-4525	259	31	the	the	DET
cana-4525	259	32	load	load	NOUN
cana-4525	259	33	demand	demand	NOUN
cana-4525	259	34	.	.	PUNCT
cana-4525	260	1	the	the	DET
cana-4525	260	2	circuit	circuit	NOUN
cana-4525	260	3	diagram	diagram	NOUN
cana-4525	260	4	of	of	ADP
cana-4525	260	5	double	double	ADJ
cana-4525	260	6	input	input	NOUN
cana-4525	260	7	dc	dc	PROPN
cana-4525	260	8	-	-	PUNCT
cana-4525	260	9	dc	dc	PROPN
cana-4525	260	10	buck	buck	NOUN
cana-4525	260	11	boost	boost	NOUN
cana-4525	260	12	converter	converter	NOUN
cana-4525	260	13	is	be	AUX
cana-4525	260	14	shown	show	VERB
cana-4525	260	15	in	in	ADP
cana-4525	260	16	the	the	DET
cana-4525	260	17	figure	figure	NOUN
cana-4525	260	18	6	6	NUM
cana-4525	260	19	.	.	PUNCT
cana-4525	261	1	the	the	DET
cana-4525	261	2	topology	topology	NOUN
cana-4525	261	3	includes	include	VERB
cana-4525	261	4	back	back	ADV
cana-4525	261	5	to	to	ADP
cana-4525	261	6	back	back	NOUN
cana-4525	261	7	connection	connection	NOUN
cana-4525	261	8	of	of	ADP
cana-4525	261	9	two	two	NUM
cana-4525	261	10	buck	buck	NOUN
cana-4525	261	11	boost	boost	NOUN
cana-4525	261	12	converter	converter	NOUN
cana-4525	261	13	supplied	supply	VERB
cana-4525	261	14	to	to	ADP
cana-4525	261	15	dc	dc	PROPN
cana-4525	261	16	load	load	NOUN
cana-4525	261	17	.	.	PUNCT
cana-4525	262	1	the	the	DET
cana-4525	262	2	predicted	predict	VERB
cana-4525	262	3	duty	duty	NOUN
cana-4525	262	4	cycle	cycle	NOUN
cana-4525	262	5	is	be	AUX
cana-4525	262	6	generated	generate	VERB
cana-4525	262	7	using	use	VERB
cana-4525	262	8	linear	linear	PROPN
cana-4525	262	9	regression	regression	NOUN
cana-4525	262	10	controller	controller	NOUN
cana-4525	262	11	and	and	CCONJ
cana-4525	262	12	supplied	supply	VERB
cana-4525	262	13	to	to	ADP
cana-4525	262	14	the	the	DET
cana-4525	262	15	sw1	sw1	NOUN
cana-4525	262	16	.	.	PUNCT
cana-4525	263	1	the	the	DET
cana-4525	263	2	sizing	sizing	NOUN
cana-4525	263	3	of	of	ADP
cana-4525	263	4	the	the	DET
cana-4525	263	5	double	double	ADJ
cana-4525	263	6	input	input	NOUN
cana-4525	263	7	dc	dc	PROPN
cana-4525	263	8	-	-	PUNCT
cana-4525	263	9	dc	dc	PROPN
cana-4525	263	10	buck	buck	PROPN
cana-4525	263	11	boost	boost	NOUN
cana-4525	263	12	converter	converter	NOUN
cana-4525	263	13	,	,	PUNCT
cana-4525	263	14	mode	mode	NOUN
cana-4525	263	15	of	of	ADP
cana-4525	263	16	operation	operation	NOUN
cana-4525	263	17	,	,	PUNCT
cana-4525	263	18	design	design	NOUN
cana-4525	263	19	computation	computation	NOUN
cana-4525	263	20	is	be	AUX
cana-4525	263	21	presented	present	VERB
cana-4525	263	22	in	in	ADP
cana-4525	263	23	the	the	DET
cana-4525	263	24	article	article	NOUN
cana-4525	263	25	[	[	X
cana-4525	263	26	36	36	NUM
cana-4525	263	27	]	]	PUNCT
cana-4525	263	28	.	.	PUNCT
cana-4525	264	1	in	in	ADP
cana-4525	264	2	case	case	NOUN
cana-4525	264	3	,	,	PUNCT
cana-4525	264	4	power	power	NOUN
cana-4525	264	5	from	from	ADP
cana-4525	264	6	wind	wind	NOUN
cana-4525	264	7	turbine	turbine	NOUN
cana-4525	264	8	is	be	AUX
cana-4525	264	9	not	not	PART
cana-4525	264	10	available	available	ADJ
cana-4525	264	11	,	,	PUNCT
cana-4525	264	12	the	the	DET
cana-4525	264	13	entire	entire	ADJ
cana-4525	264	14	hpg	hpg	NOUN
cana-4525	264	15	works	work	NOUN
cana-4525	264	16	purely	purely	ADV
cana-4525	264	17	on	on	ADP
cana-4525	264	18	power	power	NOUN
cana-4525	264	19	from	from	ADP
cana-4525	264	20	spv	spv	PROPN
cana-4525	264	21	panel	panel	NOUN
cana-4525	264	22	and	and	CCONJ
cana-4525	264	23	vice	vice	ADV
cana-4525	264	24	versa	versa	ADV
cana-4525	264	25	.	.	PUNCT
cana-4525	265	1	figure	figure	NOUN
cana-4525	265	2	.	.	PUNCT
cana-4525	266	1	6	6	NUM
cana-4525	266	2	.	.	X
cana-4525	266	3	double	double	ADJ
cana-4525	266	4	input	input	NOUN
cana-4525	266	5	dc	dc	PROPN
cana-4525	266	6	-	-	PUNCT
cana-4525	266	7	dc	dc	PROPN
cana-4525	266	8	buck	buck	NOUN
cana-4525	266	9	boost	boost	NOUN
cana-4525	266	10	converter	converter	NOUN
cana-4525	266	11	d.	d.	PROPN
cana-4525	266	12	development	development	PROPN
cana-4525	266	13	of	of	ADP
cana-4525	266	14	linear	linear	PROPN
cana-4525	266	15	regression	regression	NOUN
cana-4525	266	16	model	model	NOUN
cana-4525	266	17	to	to	PART
cana-4525	266	18	implement	implement	VERB
cana-4525	266	19	a	a	DET
cana-4525	266	20	linear	linear	ADJ
cana-4525	266	21	regression	regression	NOUN
cana-4525	266	22	model	model	NOUN
cana-4525	266	23	for	for	ADP
cana-4525	266	24	maximum	maximum	ADJ
cana-4525	266	25	power	power	NOUN
cana-4525	266	26	point	point	NOUN
cana-4525	266	27	tracking	tracking	NOUN
cana-4525	266	28	(	(	PUNCT
cana-4525	266	29	mppt	mppt	PROPN
cana-4525	266	30	)	)	PUNCT
cana-4525	266	31	of	of	ADP
cana-4525	266	32	a	a	DET
cana-4525	266	33	solar	solar	ADJ
cana-4525	266	34	photovoltaic	photovoltaic	NOUN
cana-4525	266	35	(	(	PUNCT
cana-4525	266	36	spv	spv	PROPN
cana-4525	266	37	)	)	PUNCT
cana-4525	266	38	system	system	NOUN
cana-4525	266	39	,	,	PUNCT
cana-4525	266	40	the	the	DET
cana-4525	266	41	mathematical	mathematical	ADJ
cana-4525	266	42	equation	equation	NOUN
cana-4525	266	43	(	(	PUNCT
cana-4525	266	44	13	13	NUM
cana-4525	266	45	)	)	PUNCT
cana-4525	266	46	is	be	AUX
cana-4525	266	47	considered	consider	VERB
cana-4525	266	48	.	.	PUNCT
cana-4525	267	1	0	0	NUM
cana-4525	267	2	1	1	NUM
cana-4525	267	3	2p	2p	NUM
cana-4525	267	4	irradiance	irradiance	NOUN
cana-4525	267	5	temperature	temperature	NOUN
cana-4525	267	6			NOUN
cana-4525	267	7	=	=	PROPN
cana-4525	267	8	+	+	CCONJ
cana-4525	267	9			X
cana-4525	267	10	+	+	CCONJ
cana-4525	267	11			PROPN
cana-4525	267	12	(	(	PUNCT
cana-4525	267	13	13	13	NUM
cana-4525	267	14	)	)	PUNCT
cana-4525	267	15	in	in	ADP
cana-4525	267	16	the	the	DET
cana-4525	267	17	equation	equation	NOUN
cana-4525	267	18	(	(	PUNCT
cana-4525	267	19	13	13	NUM
cana-4525	267	20	)	)	PUNCT
cana-4525	267	21	,	,	PUNCT
cana-4525	267	22	θ0	θ0	PROPN
cana-4525	267	23	,	,	PUNCT
cana-4525	267	24	θ1	θ1	NOUN
cana-4525	267	25	,	,	PUNCT
cana-4525	267	26	and	and	CCONJ
cana-4525	267	27	θ2	θ2	PROPN
cana-4525	267	28	are	be	AUX
cana-4525	267	29	the	the	DET
cana-4525	267	30	model	model	NOUN
cana-4525	267	31	parameters	parameter	NOUN
cana-4525	267	32	to	to	PART
cana-4525	267	33	be	be	AUX
cana-4525	267	34	learned	learn	VERB
cana-4525	267	35	.	.	PUNCT
cana-4525	268	1	training	train	VERB
cana-4525	268	2	the	the	DET
cana-4525	268	3	model	model	NOUN
cana-4525	268	4	communications	communication	NOUN
cana-4525	268	5	on	on	ADP
cana-4525	268	6	applied	apply	VERB
cana-4525	268	7	nonlinear	nonlinear	ADJ
cana-4525	268	8	analysis	analysis	NOUN
cana-4525	268	9	issn	issn	NOUN
cana-4525	268	10	:	:	PUNCT
cana-4525	268	11	1074	1074	NUM
cana-4525	268	12	-	-	PUNCT
cana-4525	268	13	133x	133x	NUM
cana-4525	268	14	vol	vol	NOUN
cana-4525	268	15	32	32	NUM
cana-4525	268	16	no	no	NOUN
cana-4525	268	17	.	.	PUNCT
cana-4525	269	1	9s	9s	NUM
cana-4525	269	2	(	(	PUNCT
cana-4525	269	3	2025	2025	NUM
cana-4525	269	4	)	)	PUNCT
cana-4525	269	5	2393	2393	NUM
cana-4525	270	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	270	2	involves	involve	VERB
cana-4525	270	3	finding	find	VERB
cana-4525	270	4	the	the	DET
cana-4525	270	5	optimal	optimal	ADJ
cana-4525	270	6	value	value	NOUN
cana-4525	270	7	of	of	ADP
cana-4525	270	8	θ0	θ0	NOUN
cana-4525	270	9	,	,	PUNCT
cana-4525	270	10	θ1	θ1	NOUN
cana-4525	270	11	,	,	PUNCT
cana-4525	270	12	and	and	CCONJ
cana-4525	270	13	θ2	θ2	NOUN
cana-4525	270	14	that	that	PRON
cana-4525	270	15	minimizes	minimize	VERB
cana-4525	270	16	the	the	DET
cana-4525	270	17	actual	actual	ADJ
cana-4525	270	18	and	and	CCONJ
cana-4525	270	19	predicted	predict	VERB
cana-4525	270	20	power	power	NOUN
cana-4525	270	21	.	.	PUNCT
cana-4525	271	1	calculate	calculate	NOUN
cana-4525	271	2	performance	performance	NOUN
cana-4525	271	3	metrics	metric	NOUN
cana-4525	271	4	such	such	ADJ
cana-4525	271	5	as	as	ADP
cana-4525	271	6	mean	mean	NOUN
cana-4525	271	7	absolute	absolute	ADJ
cana-4525	271	8	error	error	NOUN
cana-4525	271	9	(	(	PUNCT
cana-4525	271	10	mae	mae	PROPN
cana-4525	271	11	)	)	PUNCT
cana-4525	271	12	,	,	PUNCT
cana-4525	271	13	mean	mean	VERB
cana-4525	271	14	squared	square	VERB
cana-4525	271	15	error	error	NOUN
cana-4525	271	16	(	(	PUNCT
cana-4525	271	17	mse	mse	NOUN
cana-4525	271	18	)	)	PUNCT
cana-4525	271	19	,	,	PUNCT
cana-4525	271	20	and	and	CCONJ
cana-4525	271	21	r	r	X
cana-4525	271	22	-	-	PUNCT
cana-4525	271	23	squared	square	VERB
cana-4525	271	24	to	to	PART
cana-4525	271	25	assess	assess	VERB
cana-4525	271	26	the	the	DET
cana-4525	271	27	accuracy	accuracy	NOUN
cana-4525	271	28	of	of	ADP
cana-4525	271	29	the	the	DET
cana-4525	271	30	model	model	NOUN
cana-4525	271	31	.	.	PUNCT
cana-4525	272	1	6	6	NUM
cana-4525	272	2	.	.	X
cana-4525	272	3	results	result	NOUN
cana-4525	272	4	and	and	CCONJ
cana-4525	272	5	discussions	discussion	NOUN
cana-4525	272	6	the	the	DET
cana-4525	272	7	proposed	propose	VERB
cana-4525	272	8	hybrid	hybrid	NOUN
cana-4525	272	9	power	power	NOUN
cana-4525	272	10	generation	generation	NOUN
cana-4525	272	11	(	(	PUNCT
cana-4525	272	12	hpg	hpg	NOUN
cana-4525	272	13	)	)	PUNCT
cana-4525	272	14	system	system	NOUN
cana-4525	272	15	is	be	AUX
cana-4525	272	16	implemented	implement	VERB
cana-4525	272	17	using	use	VERB
cana-4525	272	18	matlab	matlab	PROPN
cana-4525	272	19	/	/	SYM
cana-4525	272	20	simulink	simulink	NOUN
cana-4525	272	21	with	with	ADP
cana-4525	272	22	the	the	DET
cana-4525	272	23	machine	machine	NOUN
cana-4525	272	24	learning	learn	VERB
cana-4525	272	25	toolbox	toolbox	NOUN
cana-4525	273	1	[	[	X
cana-4525	273	2	37	37	NUM
cana-4525	273	3	]	]	PUNCT
cana-4525	273	4	.	.	PUNCT
cana-4525	274	1	initially	initially	ADV
cana-4525	274	2	,	,	PUNCT
cana-4525	274	3	a	a	DET
cana-4525	274	4	250	250	NUM
cana-4525	274	5	w	w	ADP
cana-4525	274	6	solar	solar	ADJ
cana-4525	274	7	photovoltaic	photovoltaic	NOUN
cana-4525	274	8	(	(	PUNCT
cana-4525	274	9	spv	spv	PROPN
cana-4525	274	10	)	)	PUNCT
cana-4525	274	11	panel	panel	NOUN
cana-4525	274	12	,	,	PUNCT
cana-4525	274	13	a	a	DET
cana-4525	274	14	250	250	NUM
cana-4525	274	15	w	w	NOUN
cana-4525	274	16	wind	wind	NOUN
cana-4525	274	17	turbine	turbine	NOUN
cana-4525	274	18	generator	generator	NOUN
cana-4525	274	19	,	,	PUNCT
cana-4525	274	20	and	and	CCONJ
cana-4525	274	21	a	a	DET
cana-4525	274	22	double	double	ADJ
cana-4525	274	23	input	input	NOUN
cana-4525	274	24	buck	buck	NOUN
cana-4525	274	25	-	-	PUNCT
cana-4525	274	26	boost	boost	NOUN
cana-4525	274	27	dc	dc	PROPN
cana-4525	274	28	-	-	PUNCT
cana-4525	274	29	dc	dc	PROPN
cana-4525	274	30	converter	converter	NOUN
cana-4525	274	31	are	be	AUX
cana-4525	274	32	modeled	model	VERB
cana-4525	274	33	.	.	PUNCT
cana-4525	275	1	the	the	DET
cana-4525	275	2	effects	effect	NOUN
cana-4525	275	3	of	of	ADP
cana-4525	275	4	partial	partial	ADJ
cana-4525	275	5	shading	shading	NOUN
cana-4525	275	6	are	be	AUX
cana-4525	275	7	analyzed	analyze	VERB
cana-4525	275	8	,	,	PUNCT
cana-4525	275	9	and	and	CCONJ
cana-4525	275	10	performance	performance	NOUN
cana-4525	275	11	under	under	ADP
cana-4525	275	12	various	various	ADJ
cana-4525	275	13	microclimatic	microclimatic	ADJ
cana-4525	275	14	conditions	condition	NOUN
cana-4525	275	15	is	be	AUX
cana-4525	275	16	evaluated	evaluate	VERB
cana-4525	275	17	.	.	PUNCT
cana-4525	276	1	a	a	DET
cana-4525	276	2	machine	machine	NOUN
cana-4525	276	3	learning	learn	VERB
cana-4525	276	4	algorithm	algorithm	NOUN
cana-4525	276	5	is	be	AUX
cana-4525	276	6	integrated	integrate	VERB
cana-4525	276	7	into	into	ADP
cana-4525	276	8	the	the	DET
cana-4525	276	9	hpg	hpg	NOUN
cana-4525	276	10	system	system	NOUN
cana-4525	276	11	,	,	PUNCT
cana-4525	276	12	and	and	CCONJ
cana-4525	276	13	its	its	PRON
cana-4525	276	14	performance	performance	NOUN
cana-4525	276	15	is	be	AUX
cana-4525	276	16	tested	test	VERB
cana-4525	276	17	under	under	ADP
cana-4525	276	18	zero	zero	NUM
cana-4525	276	19	,	,	PUNCT
cana-4525	276	20	weak	weak	ADJ
cana-4525	276	21	,	,	PUNCT
cana-4525	276	22	and	and	CCONJ
cana-4525	276	23	strong	strong	ADJ
cana-4525	276	24	shading	shading	NOUN
cana-4525	276	25	conditions	condition	NOUN
cana-4525	276	26	.	.	PUNCT
cana-4525	277	1	conventional	conventional	ADJ
cana-4525	277	2	algorithms	algorithm	NOUN
cana-4525	277	3	are	be	AUX
cana-4525	277	4	also	also	ADV
cana-4525	277	5	compared	compare	VERB
cana-4525	277	6	to	to	PART
cana-4525	277	7	assess	assess	VERB
cana-4525	277	8	the	the	DET
cana-4525	277	9	machine	machine	NOUN
cana-4525	277	10	learning	learn	VERB
cana-4525	277	11	algorithm	algorithm	PROPN
cana-4525	277	12	's	's	PART
cana-4525	277	13	performance	performance	NOUN
cana-4525	277	14	across	across	ADP
cana-4525	277	15	different	different	ADJ
cana-4525	277	16	conditions	condition	NOUN
cana-4525	277	17	.	.	PUNCT
cana-4525	278	1	results	result	NOUN
cana-4525	278	2	are	be	AUX
cana-4525	278	3	presented	present	VERB
cana-4525	278	4	accordingly	accordingly	ADV
cana-4525	278	5	.	.	PUNCT
cana-4525	279	1	a.	a.	NOUN
cana-4525	279	2	performance	performance	NOUN
cana-4525	279	3	of	of	ADP
cana-4525	279	4	spv	spv	PROPN
cana-4525	279	5	and	and	CCONJ
cana-4525	279	6	wtg	wtg	PUNCT
cana-4525	279	7	during	during	ADP
cana-4525	279	8	rapidly	rapidly	ADV
cana-4525	279	9	changing	change	VERB
cana-4525	279	10	environment	environment	NOUN
cana-4525	279	11	the	the	DET
cana-4525	279	12	solar	solar	ADJ
cana-4525	279	13	and	and	CCONJ
cana-4525	279	14	wind	wind	NOUN
cana-4525	279	15	energy	energy	NOUN
cana-4525	279	16	sources	source	NOUN
cana-4525	279	17	are	be	AUX
cana-4525	279	18	intermittent	intermittent	ADJ
cana-4525	279	19	.	.	PUNCT
cana-4525	280	1	in	in	ADP
cana-4525	280	2	order	order	NOUN
cana-4525	280	3	to	to	PART
cana-4525	280	4	verify	verify	VERB
cana-4525	280	5	the	the	DET
cana-4525	280	6	performance	performance	NOUN
cana-4525	280	7	of	of	ADP
cana-4525	280	8	solar	solar	ADJ
cana-4525	280	9	photovoltaic	photovoltaic	NOUN
cana-4525	280	10	panel	panel	NOUN
cana-4525	280	11	(	(	PUNCT
cana-4525	280	12	spv	spv	PROPN
cana-4525	280	13	)	)	PUNCT
cana-4525	280	14	and	and	CCONJ
cana-4525	280	15	wind	wind	NOUN
cana-4525	280	16	turbine	turbine	NOUN
cana-4525	280	17	generator	generator	NOUN
cana-4525	280	18	(	(	PUNCT
cana-4525	280	19	wtg	wtg	PROPN
cana-4525	280	20	)	)	PUNCT
cana-4525	280	21	,	,	PUNCT
cana-4525	280	22	matlab	matlab	PROPN
cana-4525	280	23	simulation	simulation	NOUN
cana-4525	280	24	carried	carry	VERB
cana-4525	280	25	out	out	ADP
cana-4525	280	26	at	at	ADP
cana-4525	280	27	different	different	ADJ
cana-4525	280	28	temperature	temperature	NOUN
cana-4525	280	29	and	and	CCONJ
cana-4525	280	30	irradiance	irradiance	NOUN
cana-4525	280	31	.	.	PUNCT
cana-4525	281	1	figure	figure	NOUN
cana-4525	281	2	7	7	NUM
cana-4525	281	3	.	.	PUNCT
cana-4525	282	1	i	i	PROPN
cana-4525	282	2	-	-	PUNCT
cana-4525	282	3	v	v	NOUN
cana-4525	282	4	and	and	CCONJ
cana-4525	282	5	p	p	NOUN
cana-4525	282	6	-	-	PUNCT
cana-4525	282	7	v	v	NOUN
cana-4525	282	8	characteristics	characteristic	NOUN
cana-4525	282	9	under	under	ADP
cana-4525	282	10	partial	partial	ADJ
cana-4525	282	11	shading	shading	NOUN
cana-4525	282	12	conditions	condition	NOUN
cana-4525	282	13	it	it	PRON
cana-4525	282	14	can	can	AUX
cana-4525	282	15	be	be	AUX
cana-4525	282	16	observed	observe	VERB
cana-4525	282	17	that	that	SCONJ
cana-4525	282	18	partial	partial	ADJ
cana-4525	282	19	shading	shading	NOUN
cana-4525	282	20	effect	effect	NOUN
cana-4525	282	21	reduces	reduce	VERB
cana-4525	282	22	maximum	maximum	ADJ
cana-4525	282	23	current	current	ADJ
cana-4525	282	24	produced	produce	VERB
cana-4525	282	25	by	by	ADP
cana-4525	282	26	the	the	DET
cana-4525	282	27	spv	spv	PROPN
cana-4525	282	28	panel	panel	PROPN
cana-4525	282	29	,	,	PUNCT
cana-4525	282	30	and	and	CCONJ
cana-4525	282	31	results	result	NOUN
cana-4525	282	32	reducing	reduce	VERB
cana-4525	282	33	overall	overall	ADJ
cana-4525	282	34	current	current	ADJ
cana-4525	282	35	.	.	PUNCT
cana-4525	283	1	the	the	DET
cana-4525	283	2	i	i	PROPN
cana-4525	283	3	-	-	PUNCT
cana-4525	283	4	v	v	PROPN
cana-4525	283	5	curve	curve	NOUN
cana-4525	283	6	of	of	ADP
cana-4525	283	7	spv	spv	PROPN
cana-4525	283	8	panel	panel	PROPN
cana-4525	283	9	is	be	AUX
cana-4525	283	10	shifted	shift	VERB
cana-4525	283	11	to	to	ADP
cana-4525	283	12	lower	low	ADJ
cana-4525	283	13	level	level	NOUN
cana-4525	283	14	at	at	ADP
cana-4525	283	15	the	the	DET
cana-4525	283	16	same	same	ADJ
cana-4525	283	17	voltage	voltage	NOUN
cana-4525	283	18	level	level	NOUN
cana-4525	283	19	.	.	PUNCT
cana-4525	284	1	while	while	SCONJ
cana-4525	284	2	considering	consider	VERB
cana-4525	284	3	p	p	NOUN
cana-4525	284	4	-	-	PUNCT
cana-4525	284	5	v	v	NOUN
cana-4525	284	6	curve	curve	NOUN
cana-4525	284	7	,	,	PUNCT
cana-4525	284	8	multiple	multiple	ADJ
cana-4525	284	9	peaks	peak	NOUN
cana-4525	284	10	are	be	AUX
cana-4525	284	11	observed	observe	VERB
cana-4525	284	12	.	.	PUNCT
cana-4525	285	1	the	the	DET
cana-4525	285	2	shaded	shade	VERB
cana-4525	285	3	cell	cell	NOUN
cana-4525	285	4	draws	draw	VERB
cana-4525	285	5	power	power	NOUN
cana-4525	285	6	from	from	ADP
cana-4525	285	7	illuminated	illuminated	ADJ
cana-4525	285	8	cell	cell	NOUN
cana-4525	285	9	and	and	CCONJ
cana-4525	285	10	the	the	DET
cana-4525	285	11	phenomenon	phenomenon	NOUN
cana-4525	285	12	is	be	AUX
cana-4525	285	13	known	know	VERB
cana-4525	285	14	as	as	ADP
cana-4525	285	15	hotspot	hotspot	ADJ
cana-4525	285	16	effect	effect	NOUN
cana-4525	285	17	.	.	PUNCT
cana-4525	286	1	also	also	ADV
cana-4525	286	2	,	,	PUNCT
cana-4525	286	3	shaded	shade	VERB
cana-4525	286	4	cell	cell	NOUN
cana-4525	286	5	contribute	contribute	NOUN
cana-4525	286	6	reduction	reduction	NOUN
cana-4525	286	7	in	in	ADP
cana-4525	286	8	overall	overall	ADJ
cana-4525	286	9	power	power	NOUN
cana-4525	286	10	generation	generation	NOUN
cana-4525	286	11	.	.	PUNCT
cana-4525	287	1	in	in	ADP
cana-4525	287	2	view	view	NOUN
cana-4525	287	3	of	of	ADP
cana-4525	287	4	the	the	DET
cana-4525	287	5	figure	figure	NOUN
cana-4525	287	6	7	7	NUM
cana-4525	287	7	,	,	PUNCT
cana-4525	287	8	an	an	DET
cana-4525	287	9	efficient	efficient	ADJ
cana-4525	287	10	control	control	NOUN
cana-4525	287	11	algorithm	algorithm	NOUN
cana-4525	287	12	is	be	AUX
cana-4525	287	13	necessary	necessary	ADJ
cana-4525	287	14	to	to	PART
cana-4525	287	15	operate	operate	VERB
cana-4525	287	16	spv	spv	PROPN
cana-4525	287	17	panel	panel	NOUN
cana-4525	287	18	at	at	ADP
cana-4525	287	19	its	its	PRON
cana-4525	287	20	global	global	ADJ
cana-4525	287	21	maximum	maximum	ADJ
cana-4525	287	22	power	power	NOUN
cana-4525	287	23	point	point	NOUN
cana-4525	287	24	(	(	PUNCT
cana-4525	287	25	gmpp	gmpp	NOUN
cana-4525	287	26	)	)	PUNCT
cana-4525	288	1	[	[	X
cana-4525	288	2	38	38	NUM
cana-4525	288	3	]	]	PUNCT
cana-4525	288	4	.	.	PUNCT
cana-4525	289	1	the	the	DET
cana-4525	289	2	communications	communication	NOUN
cana-4525	289	3	on	on	ADP
cana-4525	289	4	applied	apply	VERB
cana-4525	289	5	nonlinear	nonlinear	ADJ
cana-4525	289	6	analysis	analysis	NOUN
cana-4525	289	7	issn	issn	NOUN
cana-4525	289	8	:	:	PUNCT
cana-4525	289	9	1074	1074	NUM
cana-4525	289	10	-	-	PUNCT
cana-4525	289	11	133x	133x	NUM
cana-4525	289	12	vol	vol	NOUN
cana-4525	289	13	32	32	NUM
cana-4525	289	14	no	no	NOUN
cana-4525	289	15	.	.	PUNCT
cana-4525	290	1	9s	9s	NUM
cana-4525	290	2	(	(	PUNCT
cana-4525	290	3	2025	2025	NUM
cana-4525	290	4	)	)	PUNCT
cana-4525	290	5	2394	2394	NUM
cana-4525	291	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	291	2	impact	impact	NOUN
cana-4525	291	3	of	of	ADP
cana-4525	291	4	external	external	ADJ
cana-4525	291	5	parameters	parameter	NOUN
cana-4525	291	6	to	to	ADP
cana-4525	291	7	the	the	DET
cana-4525	291	8	performance	performance	NOUN
cana-4525	291	9	of	of	ADP
cana-4525	291	10	wind	wind	NOUN
cana-4525	291	11	turbine	turbine	NOUN
cana-4525	291	12	generator	generator	NOUN
cana-4525	291	13	is	be	AUX
cana-4525	291	14	presented	present	VERB
cana-4525	291	15	in	in	ADP
cana-4525	291	16	the	the	DET
cana-4525	291	17	figure	figure	NOUN
cana-4525	291	18	8.it	8.it	NUM
cana-4525	291	19	is	be	AUX
cana-4525	291	20	observed	observe	VERB
cana-4525	291	21	that	that	SCONJ
cana-4525	291	22	wind	wind	NOUN
cana-4525	291	23	turbine	turbine	NOUN
cana-4525	291	24	output	output	NOUN
cana-4525	291	25	increases	increase	NOUN
cana-4525	291	26	with	with	ADP
cana-4525	291	27	increase	increase	NOUN
cana-4525	291	28	in	in	ADP
cana-4525	291	29	wind	wind	NOUN
cana-4525	291	30	speed	speed	NOUN
cana-4525	291	31	and	and	CCONJ
cana-4525	291	32	once	once	ADV
cana-4525	291	33	the	the	DET
cana-4525	291	34	optimal	optimal	ADJ
cana-4525	291	35	speed	speed	NOUN
cana-4525	291	36	is	be	AUX
cana-4525	291	37	reached	reach	VERB
cana-4525	291	38	,	,	PUNCT
cana-4525	291	39	output	output	NOUN
cana-4525	291	40	power	power	NOUN
cana-4525	291	41	remains	remain	VERB
cana-4525	291	42	constant	constant	ADJ
cana-4525	291	43	.	.	PUNCT
cana-4525	292	1	however	however	ADV
cana-4525	292	2	,	,	PUNCT
cana-4525	292	3	the	the	DET
cana-4525	292	4	aerodynamic	aerodynamic	ADJ
cana-4525	292	5	effect	effect	NOUN
cana-4525	292	6	influences	influence	VERB
cana-4525	292	7	on	on	ADP
cana-4525	292	8	the	the	DET
cana-4525	292	9	wind	wind	NOUN
cana-4525	292	10	turbine	turbine	NOUN
cana-4525	292	11	effect	effect	NOUN
cana-4525	292	12	and	and	CCONJ
cana-4525	292	13	due	due	ADP
cana-4525	292	14	to	to	ADP
cana-4525	292	15	this	this	DET
cana-4525	292	16	impact	impact	NOUN
cana-4525	292	17	,	,	PUNCT
cana-4525	292	18	power	power	NOUN
cana-4525	292	19	can	can	AUX
cana-4525	292	20	slightly	slightly	ADV
cana-4525	292	21	reduce	reduce	VERB
cana-4525	292	22	.	.	PUNCT
cana-4525	293	1	in	in	ADP
cana-4525	293	2	the	the	DET
cana-4525	293	3	figure	figure	NOUN
cana-4525	293	4	8	8	NUM
cana-4525	293	5	(	(	PUNCT
cana-4525	293	6	b	b	NOUN
cana-4525	293	7	)	)	PUNCT
cana-4525	293	8	,	,	PUNCT
cana-4525	293	9	as	as	SCONJ
cana-4525	293	10	the	the	DET
cana-4525	293	11	air	air	NOUN
cana-4525	293	12	density	density	NOUN
cana-4525	293	13	increases	increase	VERB
cana-4525	293	14	more	more	ADV
cana-4525	293	15	kinetic	kinetic	ADJ
cana-4525	293	16	energy	energy	NOUN
cana-4525	293	17	to	to	ADP
cana-4525	293	18	the	the	DET
cana-4525	293	19	turbine	turbine	NOUN
cana-4525	293	20	blades	blade	NOUN
cana-4525	293	21	and	and	CCONJ
cana-4525	293	22	results	result	NOUN
cana-4525	293	23	in	in	ADP
cana-4525	293	24	higher	high	ADJ
cana-4525	293	25	output	output	NOUN
cana-4525	293	26	power	power	NOUN
cana-4525	293	27	.	.	PUNCT
cana-4525	294	1	figure	figure	VERB
cana-4525	294	2	8	8	NUM
cana-4525	294	3	.	.	PUNCT
cana-4525	295	1	variation	variation	NOUN
cana-4525	295	2	of	of	ADP
cana-4525	295	3	wtg	wtg	PROPN
cana-4525	295	4	output	output	NOUN
cana-4525	295	5	with	with	ADP
cana-4525	295	6	respect	respect	NOUN
cana-4525	295	7	to	to	ADP
cana-4525	295	8	external	external	ADJ
cana-4525	295	9	parameters	parameter	NOUN
cana-4525	295	10	the	the	DET
cana-4525	295	11	blade	blade	NOUN
cana-4525	295	12	angle	angle	NOUN
cana-4525	295	13	plays	play	VERB
cana-4525	295	14	important	important	ADJ
cana-4525	295	15	role	role	NOUN
cana-4525	295	16	to	to	PART
cana-4525	295	17	regulate	regulate	VERB
cana-4525	295	18	the	the	DET
cana-4525	295	19	power	power	NOUN
cana-4525	295	20	output	output	NOUN
cana-4525	295	21	of	of	ADP
cana-4525	295	22	wind	wind	NOUN
cana-4525	295	23	turbine	turbine	NOUN
cana-4525	295	24	generator	generator	NOUN
cana-4525	295	25	.	.	PUNCT
cana-4525	296	1	a	a	DET
cana-4525	296	2	small	small	ADJ
cana-4525	296	3	pitch	pitch	NOUN
cana-4525	296	4	angle	angle	NOUN
cana-4525	296	5	allows	allow	VERB
cana-4525	296	6	more	more	ADJ
cana-4525	296	7	capturing	capturing	NOUN
cana-4525	296	8	of	of	ADP
cana-4525	296	9	energy	energy	NOUN
cana-4525	296	10	,	,	PUNCT
cana-4525	296	11	whereas	whereas	SCONJ
cana-4525	296	12	high	high	ADJ
cana-4525	296	13	pitch	pitch	NOUN
cana-4525	296	14	angle	angle	NOUN
cana-4525	296	15	does	do	AUX
cana-4525	296	16	n’t	not	PART
cana-4525	296	17	support	support	VERB
cana-4525	296	18	capturing	capturing	NOUN
cana-4525	296	19	of	of	ADP
cana-4525	296	20	more	more	ADJ
cana-4525	296	21	energy	energy	NOUN
cana-4525	296	22	.	.	PUNCT
cana-4525	297	1	the	the	DET
cana-4525	297	2	impact	impact	NOUN
cana-4525	297	3	of	of	ADP
cana-4525	297	4	blade	blade	NOUN
cana-4525	297	5	pitch	pitch	NOUN
cana-4525	297	6	angle	angle	NOUN
cana-4525	297	7	variation	variation	NOUN
cana-4525	297	8	and	and	CCONJ
cana-4525	297	9	wind	wind	NOUN
cana-4525	297	10	turbine	turbine	NOUN
cana-4525	297	11	output	output	NOUN
cana-4525	297	12	power	power	NOUN
cana-4525	297	13	is	be	AUX
cana-4525	297	14	illustrated	illustrate	VERB
cana-4525	297	15	in	in	ADP
cana-4525	297	16	figure	figure	NOUN
cana-4525	297	17	8	8	NUM
cana-4525	297	18	(	(	PUNCT
cana-4525	297	19	c	c	NOUN
cana-4525	297	20	)	)	PUNCT
cana-4525	297	21	and	and	CCONJ
cana-4525	297	22	8(d	8(d	NUM
cana-4525	297	23	)	)	PUNCT
cana-4525	297	24	.	.	PUNCT
cana-4525	298	1	figure	figure	NOUN
cana-4525	298	2	.	.	PUNCT
cana-4525	299	1	9	9	X
cana-4525	299	2	.	.	X
cana-4525	299	3	subsystem	subsystem	NOUN
cana-4525	299	4	of	of	ADP
cana-4525	299	5	proposed	propose	VERB
cana-4525	299	6	hpg	hpg	NOUN
cana-4525	299	7	in	in	ADP
cana-4525	299	8	matlab	matlab	PROPN
cana-4525	299	9	/	/	SYM
cana-4525	299	10	simulink	simulink	PROPN
cana-4525	299	11	the	the	DET
cana-4525	299	12	spv	spv	PROPN
cana-4525	299	13	model	model	PROPN
cana-4525	299	14	,	,	PUNCT
cana-4525	299	15	wtg	wtg	PROPN
cana-4525	299	16	model	model	NOUN
cana-4525	299	17	,	,	PUNCT
cana-4525	299	18	model	model	NOUN
cana-4525	299	19	of	of	ADP
cana-4525	299	20	double	double	ADJ
cana-4525	299	21	input	input	NOUN
cana-4525	299	22	buck	buck	NOUN
cana-4525	299	23	-	-	PUNCT
cana-4525	299	24	boost	boost	NOUN
cana-4525	299	25	converter	converter	NOUN
cana-4525	299	26	and	and	CCONJ
cana-4525	299	27	load	load	NOUN
cana-4525	299	28	are	be	AUX
cana-4525	299	29	integrated	integrate	VERB
cana-4525	299	30	in	in	ADP
cana-4525	299	31	matlab	matlab	PROPN
cana-4525	299	32	/	/	SYM
cana-4525	299	33	simulink	simulink	PROPN
cana-4525	299	34	environment	environment	NOUN
cana-4525	299	35	.	.	PUNCT
cana-4525	300	1	the	the	DET
cana-4525	300	2	subsystem	subsystem	NOUN
cana-4525	300	3	of	of	ADP
cana-4525	300	4	entire	entire	ADJ
cana-4525	300	5	hpg	hpg	NOUN
cana-4525	300	6	is	be	AUX
cana-4525	300	7	illustrated	illustrate	VERB
cana-4525	300	8	in	in	ADP
cana-4525	300	9	figure	figure	NOUN
cana-4525	300	10	9	9	NUM
cana-4525	300	11	.	.	PUNCT
cana-4525	301	1	the	the	DET
cana-4525	301	2	linear	linear	ADJ
cana-4525	301	3	regression	regression	NOUN
cana-4525	301	4	algorithm	algorithm	NOUN
cana-4525	301	5	is	be	AUX
cana-4525	301	6	added	add	VERB
cana-4525	301	7	in	in	ADP
cana-4525	301	8	the	the	DET
cana-4525	301	9	hpg	hpg	NOUN
cana-4525	301	10	system	system	NOUN
cana-4525	301	11	and	and	CCONJ
cana-4525	301	12	obtained	obtain	VERB
cana-4525	301	13	the	the	DET
cana-4525	301	14	performance	performance	NOUN
cana-4525	301	15	parameters	parameter	NOUN
cana-4525	301	16	during	during	ADP
cana-4525	301	17	zero	zero	NUM
cana-4525	301	18	shading	shading	NOUN
cana-4525	301	19	condition	condition	NOUN
cana-4525	301	20	(	(	PUNCT
cana-4525	301	21	zsc	zsc	NOUN
cana-4525	301	22	)	)	PUNCT
cana-4525	301	23	,	,	PUNCT
cana-4525	301	24	weak	weak	ADJ
cana-4525	301	25	shading	shading	NOUN
cana-4525	301	26	condition	condition	NOUN
cana-4525	301	27	(	(	PUNCT
cana-4525	301	28	wsc	wsc	PROPN
cana-4525	301	29	)	)	PUNCT
cana-4525	301	30	,	,	PUNCT
cana-4525	301	31	and	and	CCONJ
cana-4525	301	32	strong	strong	ADJ
cana-4525	301	33	shading	shading	NOUN
cana-4525	301	34	condition	condition	NOUN
cana-4525	301	35	(	(	PUNCT
cana-4525	301	36	ssc	ssc	NOUN
cana-4525	301	37	)	)	PUNCT
cana-4525	302	1	[	[	X
cana-4525	302	2	39	39	NUM
cana-4525	302	3	]	]	PUNCT
cana-4525	302	4	.	.	PUNCT
cana-4525	303	1	to	to	PART
cana-4525	303	2	validate	validate	VERB
cana-4525	303	3	the	the	DET
cana-4525	303	4	performance	performance	NOUN
cana-4525	303	5	of	of	ADP
cana-4525	303	6	linear	linear	ADJ
cana-4525	303	7	regression	regression	NOUN
cana-4525	303	8	based	base	VERB
cana-4525	303	9	controllers	controller	NOUN
cana-4525	303	10	,	,	PUNCT
cana-4525	303	11	popularly	popularly	ADV
cana-4525	303	12	used	use	VERB
cana-4525	303	13	mppt	mppt	NOUN
cana-4525	303	14	controllers	controller	NOUN
cana-4525	303	15	are	be	AUX
cana-4525	303	16	added	add	VERB
cana-4525	303	17	in	in	ADP
cana-4525	303	18	hpg	hpg	NOUN
cana-4525	303	19	and	and	CCONJ
cana-4525	303	20	evaluated	evaluate	VERB
cana-4525	303	21	the	the	DET
cana-4525	303	22	performance	performance	NOUN
cana-4525	303	23	in	in	ADP
cana-4525	303	24	zsc	zsc	NOUN
cana-4525	303	25	,	,	PUNCT
cana-4525	303	26	wsc	wsc	PROPN
cana-4525	303	27	,	,	PUNCT
cana-4525	303	28	and	and	CCONJ
cana-4525	303	29	ssc	ssc	PROPN
cana-4525	303	30	.	.	PUNCT
cana-4525	304	1	communications	communication	NOUN
cana-4525	304	2	on	on	ADP
cana-4525	304	3	applied	apply	VERB
cana-4525	304	4	nonlinear	nonlinear	ADJ
cana-4525	304	5	analysis	analysis	NOUN
cana-4525	304	6	issn	issn	NOUN
cana-4525	304	7	:	:	PUNCT
cana-4525	304	8	1074	1074	NUM
cana-4525	304	9	-	-	PUNCT
cana-4525	304	10	133x	133x	NUM
cana-4525	304	11	vol	vol	NOUN
cana-4525	304	12	32	32	NUM
cana-4525	304	13	no	no	NOUN
cana-4525	304	14	.	.	PUNCT
cana-4525	305	1	9s	9s	NUM
cana-4525	305	2	(	(	PUNCT
cana-4525	305	3	2025	2025	NUM
cana-4525	305	4	)	)	PUNCT
cana-4525	305	5	2395	2395	NUM
cana-4525	305	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	305	7	b.	b.	NOUN
cana-4525	305	8	performance	performance	NOUN
cana-4525	305	9	of	of	ADP
cana-4525	305	10	controllers	controller	NOUN
cana-4525	305	11	in	in	ADP
cana-4525	305	12	partial	partial	ADJ
cana-4525	305	13	shading	shading	NOUN
cana-4525	305	14	condition	condition	NOUN
cana-4525	305	15	whenever	whenever	SCONJ
cana-4525	305	16	a	a	DET
cana-4525	305	17	small	small	ADJ
cana-4525	305	18	portion	portion	NOUN
cana-4525	305	19	of	of	ADP
cana-4525	305	20	spv	spv	PROPN
cana-4525	305	21	panel	panel	NOUN
cana-4525	305	22	is	be	AUX
cana-4525	305	23	shaded	shade	VERB
cana-4525	305	24	due	due	ADP
cana-4525	305	25	to	to	ADP
cana-4525	305	26	trees	tree	NOUN
cana-4525	305	27	,	,	PUNCT
cana-4525	305	28	clouds	cloud	NOUN
cana-4525	305	29	,	,	PUNCT
cana-4525	305	30	shadows	shadow	NOUN
cana-4525	305	31	,	,	PUNCT
cana-4525	305	32	or	or	CCONJ
cana-4525	305	33	dust	dust	NOUN
cana-4525	305	34	which	which	PRON
cana-4525	305	35	affects	affect	VERB
cana-4525	305	36	overall	overall	ADJ
cana-4525	305	37	performance	performance	NOUN
cana-4525	305	38	of	of	ADP
cana-4525	305	39	spv	spv	PROPN
cana-4525	305	40	panel	panel	NOUN
cana-4525	305	41	is	be	AUX
cana-4525	305	42	known	know	VERB
cana-4525	305	43	as	as	ADP
cana-4525	305	44	partial	partial	ADJ
cana-4525	305	45	shading	shading	NOUN
cana-4525	305	46	.	.	PUNCT
cana-4525	306	1	initially	initially	ADV
cana-4525	306	2	,	,	PUNCT
cana-4525	306	3	the	the	DET
cana-4525	306	4	performance	performance	NOUN
cana-4525	306	5	of	of	ADP
cana-4525	306	6	hpg	hpg	PROPN
cana-4525	306	7	under	under	ADP
cana-4525	306	8	zsc	zsc	NOUN
cana-4525	306	9	is	be	AUX
cana-4525	306	10	evaluated	evaluate	VERB
cana-4525	306	11	by	by	ADP
cana-4525	306	12	considering	consider	VERB
cana-4525	306	13	linear	linear	ADJ
cana-4525	306	14	regression	regression	NOUN
cana-4525	306	15	and	and	CCONJ
cana-4525	306	16	conventional	conventional	ADJ
cana-4525	306	17	mppt	mppt	NOUN
cana-4525	306	18	algorithms	algorithm	NOUN
cana-4525	306	19	.	.	PUNCT
cana-4525	307	1	zsc	zsc	NOUN
cana-4525	307	2	is	be	AUX
cana-4525	307	3	an	an	DET
cana-4525	307	4	ideal	ideal	ADJ
cana-4525	307	5	condition	condition	NOUN
cana-4525	307	6	at	at	ADP
cana-4525	307	7	which	which	PRON
cana-4525	307	8	spv	spv	PROPN
cana-4525	307	9	panel	panel	NOUN
cana-4525	307	10	receives	receive	VERB
cana-4525	307	11	full	full	ADJ
cana-4525	307	12	sunlight	sunlight	NOUN
cana-4525	307	13	without	without	ADP
cana-4525	307	14	partial	partial	ADJ
cana-4525	307	15	shading	shading	NOUN
cana-4525	307	16	.	.	PUNCT
cana-4525	308	1	in	in	ADP
cana-4525	308	2	zsc	zsc	PROPN
cana-4525	308	3	spv	spv	PROPN
cana-4525	308	4	panel	panel	PROPN
cana-4525	308	5	is	be	AUX
cana-4525	308	6	exposed	expose	VERB
cana-4525	308	7	to	to	ADP
cana-4525	308	8	1000	1000	NUM
cana-4525	308	9	w	w	NOUN
cana-4525	308	10	/	/	SYM
cana-4525	308	11	m2	m2	PROPN
cana-4525	308	12	and	and	CCONJ
cana-4525	308	13	the	the	DET
cana-4525	308	14	temperature	temperature	NOUN
cana-4525	308	15	of	of	ADP
cana-4525	308	16	250	250	NUM
cana-4525	308	17	celsius	celsius	NOUN
cana-4525	308	18	.	.	PUNCT
cana-4525	309	1	the	the	DET
cana-4525	309	2	figure	figure	NOUN
cana-4525	309	3	10	10	NUM
cana-4525	309	4	depicts	depict	VERB
cana-4525	309	5	variation	variation	NOUN
cana-4525	309	6	of	of	ADP
cana-4525	309	7	power	power	NOUN
cana-4525	309	8	output	output	NOUN
cana-4525	309	9	of	of	ADP
cana-4525	309	10	hpg	hpg	NOUN
cana-4525	309	11	using	use	VERB
cana-4525	309	12	linear	linear	PROPN
cana-4525	309	13	regression	regression	NOUN
cana-4525	309	14	controller	controller	NOUN
cana-4525	309	15	at	at	ADP
cana-4525	309	16	zsc	zsc	NOUN
cana-4525	309	17	.	.	PUNCT
cana-4525	310	1	linear	linear	ADJ
cana-4525	310	2	regression	regression	NOUN
cana-4525	310	3	controller	controller	NOUN
cana-4525	310	4	play	play	VERB
cana-4525	310	5	relatively	relatively	ADV
cana-4525	310	6	better	well	ADV
cana-4525	310	7	regulated	regulated	ADJ
cana-4525	310	8	output	output	NOUN
cana-4525	310	9	power	power	NOUN
cana-4525	310	10	.	.	PUNCT
cana-4525	311	1	the	the	DET
cana-4525	311	2	linear	linear	ADJ
cana-4525	311	3	regression	regression	NOUN
cana-4525	311	4	controllers	controller	NOUN
cana-4525	311	5	takes	take	VERB
cana-4525	311	6	0.4	0.4	NUM
cana-4525	311	7	to	to	ADP
cana-4525	311	8	2.5	2.5	NUM
cana-4525	311	9	s	s	NOUN
cana-4525	311	10	to	to	PART
cana-4525	311	11	reach	reach	VERB
cana-4525	311	12	the	the	DET
cana-4525	311	13	global	global	ADJ
cana-4525	311	14	power	power	NOUN
cana-4525	311	15	of	of	ADP
cana-4525	311	16	118	118	NUM
cana-4525	311	17	w.	w.	NOUN
cana-4525	311	18	figure	figure	NOUN
cana-4525	311	19	.	.	PUNCT
cana-4525	312	1	10	10	NUM
cana-4525	312	2	.	.	PUNCT
cana-4525	313	1	output	output	NOUN
cana-4525	313	2	power	power	NOUN
cana-4525	313	3	of	of	ADP
cana-4525	313	4	hpg	hpg	PROPN
cana-4525	313	5	with	with	ADP
cana-4525	313	6	linear	linear	PROPN
cana-4525	313	7	regression	regression	NOUN
cana-4525	313	8	controller	controller	NOUN
cana-4525	313	9	under	under	ADP
cana-4525	313	10	zsc	zsc	NOUN
cana-4525	313	11	the	the	DET
cana-4525	313	12	figure	figure	NOUN
cana-4525	313	13	11	11	NUM
cana-4525	313	14	indicates	indicate	VERB
cana-4525	313	15	the	the	DET
cana-4525	313	16	variation	variation	NOUN
cana-4525	313	17	of	of	ADP
cana-4525	313	18	duty	duty	NOUN
cana-4525	313	19	cycle	cycle	NOUN
cana-4525	313	20	of	of	ADP
cana-4525	313	21	dual	dual	ADJ
cana-4525	313	22	input	input	NOUN
cana-4525	313	23	dc	dc	PROPN
cana-4525	313	24	-	-	PUNCT
cana-4525	313	25	dc	dc	PROPN
cana-4525	313	26	buck	buck	NOUN
cana-4525	313	27	-	-	PUNCT
cana-4525	313	28	boost	boost	NOUN
cana-4525	313	29	converter	converter	NOUN
cana-4525	313	30	.	.	PUNCT
cana-4525	314	1	there	there	PRON
cana-4525	314	2	is	be	VERB
cana-4525	314	3	a	a	DET
cana-4525	314	4	sharp	sharp	ADJ
cana-4525	314	5	increase	increase	NOUN
cana-4525	314	6	in	in	ADP
cana-4525	314	7	the	the	DET
cana-4525	314	8	duty	duty	NOUN
cana-4525	314	9	cycle	cycle	NOUN
cana-4525	314	10	,	,	PUNCT
cana-4525	314	11	show	show	VERB
cana-4525	314	12	cases	case	NOUN
cana-4525	314	13	rapid	rapid	ADJ
cana-4525	314	14	response	response	NOUN
cana-4525	314	15	from	from	ADP
cana-4525	314	16	the	the	DET
cana-4525	314	17	linear	linear	PROPN
cana-4525	314	18	regression	regression	NOUN
cana-4525	314	19	controller	controller	NOUN
cana-4525	314	20	.	.	PUNCT
cana-4525	315	1	it	it	PRON
cana-4525	315	2	can	can	AUX
cana-4525	315	3	be	be	AUX
cana-4525	315	4	observed	observe	VERB
cana-4525	315	5	that	that	SCONJ
cana-4525	315	6	,	,	PUNCT
cana-4525	315	7	duty	duty	NOUN
cana-4525	315	8	cycle	cycle	NOUN
cana-4525	315	9	has	have	AUX
cana-4525	315	10	been	be	AUX
cana-4525	315	11	reduced	reduce	VERB
cana-4525	315	12	after	after	ADP
cana-4525	315	13	0.5	0.5	NUM
cana-4525	315	14	s	s	NOUN
cana-4525	315	15	due	due	ADP
cana-4525	315	16	to	to	ADP
cana-4525	315	17	the	the	DET
cana-4525	315	18	reduction	reduction	NOUN
cana-4525	315	19	in	in	ADP
cana-4525	315	20	switching	switch	VERB
cana-4525	315	21	action	action	NOUN
cana-4525	315	22	.	.	PUNCT
cana-4525	316	1	figure	figure	NOUN
cana-4525	316	2	11	11	NUM
cana-4525	316	3	.	.	PUNCT
cana-4525	317	1	variation	variation	NOUN
cana-4525	317	2	of	of	ADP
cana-4525	317	3	duty	duty	NOUN
cana-4525	317	4	cycle	cycle	NOUN
cana-4525	317	5	of	of	ADP
cana-4525	317	6	dual	dual	ADJ
cana-4525	317	7	input	input	NOUN
cana-4525	317	8	dc	dc	PROPN
cana-4525	317	9	-	-	PUNCT
cana-4525	317	10	dc	dc	PROPN
cana-4525	317	11	buck	buck	NOUN
cana-4525	317	12	-	-	PUNCT
cana-4525	317	13	boost	boost	NOUN
cana-4525	317	14	converter	converter	NOUN
cana-4525	317	15	using	use	VERB
cana-4525	317	16	regression	regression	NOUN
cana-4525	317	17	controller	controller	NOUN
cana-4525	317	18	under	under	ADP
cana-4525	317	19	zsc	zsc	NOUN
cana-4525	317	20	it	it	PRON
cana-4525	317	21	is	be	AUX
cana-4525	317	22	found	find	VERB
cana-4525	317	23	that	that	SCONJ
cana-4525	317	24	duty	duty	NOUN
cana-4525	317	25	cycle	cycle	NOUN
cana-4525	317	26	becomes	become	VERB
cana-4525	317	27	stable	stable	ADJ
cana-4525	317	28	after	after	ADP
cana-4525	317	29	1s	1s	NUM
cana-4525	317	30	.	.	PUNCT
cana-4525	318	1	in	in	ADP
cana-4525	318	2	the	the	DET
cana-4525	318	3	same	same	ADJ
cana-4525	318	4	way	way	NOUN
cana-4525	318	5	,	,	PUNCT
cana-4525	318	6	evaluated	evaluate	VERB
cana-4525	318	7	the	the	DET
cana-4525	318	8	performance	performance	NOUN
cana-4525	318	9	of	of	ADP
cana-4525	318	10	linear	linear	ADJ
cana-4525	318	11	regression	regression	NOUN
cana-4525	318	12	controller	controller	NOUN
cana-4525	318	13	in	in	ADP
cana-4525	318	14	the	the	DET
cana-4525	318	15	wsc	wsc	NOUN
cana-4525	318	16	and	and	CCONJ
cana-4525	318	17	the	the	DET
cana-4525	318	18	panels	panel	NOUN
cana-4525	318	19	are	be	AUX
cana-4525	318	20	exposed	expose	VERB
cana-4525	318	21	to	to	ADP
cana-4525	318	22	800	800	NUM
cana-4525	318	23	w	w	NOUN
cana-4525	318	24	/	/	SYM
cana-4525	318	25	m2	m2	PROPN
cana-4525	318	26	in	in	ADP
cana-4525	318	27	wsc	wsc	PROPN
cana-4525	318	28	.	.	PUNCT
cana-4525	319	1	communications	communication	NOUN
cana-4525	319	2	on	on	ADP
cana-4525	319	3	applied	apply	VERB
cana-4525	319	4	nonlinear	nonlinear	ADJ
cana-4525	319	5	analysis	analysis	NOUN
cana-4525	319	6	issn	issn	NOUN
cana-4525	319	7	:	:	PUNCT
cana-4525	319	8	1074	1074	NUM
cana-4525	319	9	-	-	PUNCT
cana-4525	319	10	133x	133x	NUM
cana-4525	319	11	vol	vol	NOUN
cana-4525	319	12	32	32	NUM
cana-4525	319	13	no	no	NOUN
cana-4525	319	14	.	.	PUNCT
cana-4525	320	1	9s	9s	NUM
cana-4525	320	2	(	(	PUNCT
cana-4525	320	3	2025	2025	NUM
cana-4525	320	4	)	)	PUNCT
cana-4525	320	5	2396	2396	NUM
cana-4525	321	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	321	2	figure	figure	NOUN
cana-4525	321	3	12	12	NUM
cana-4525	321	4	.	.	PUNCT
cana-4525	322	1	power	power	NOUN
cana-4525	322	2	ouput	ouput	ADJ
cana-4525	322	3	of	of	ADP
cana-4525	322	4	hpg	hpg	NOUN
cana-4525	322	5	using	use	VERB
cana-4525	322	6	regression	regression	NOUN
cana-4525	322	7	controller	controller	NOUN
cana-4525	322	8	under	under	ADP
cana-4525	322	9	wsc	wsc	PROPN
cana-4525	322	10	the	the	DET
cana-4525	322	11	figure	figure	NOUN
cana-4525	322	12	12	12	NUM
cana-4525	322	13	depicts	depict	NOUN
cana-4525	322	14	regression	regression	NOUN
cana-4525	322	15	controller	controller	NOUN
cana-4525	322	16	likely	likely	ADV
cana-4525	322	17	plays	play	VERB
cana-4525	322	18	a	a	DET
cana-4525	322	19	significant	significant	ADJ
cana-4525	322	20	role	role	NOUN
cana-4525	322	21	in	in	ADP
cana-4525	322	22	shaping	shape	VERB
cana-4525	322	23	the	the	DET
cana-4525	322	24	system	system	NOUN
cana-4525	322	25	's	's	PART
cana-4525	322	26	response	response	NOUN
cana-4525	322	27	to	to	ADP
cana-4525	322	28	the	the	DET
cana-4525	322	29	wsc	wsc	PROPN
cana-4525	322	30	.	.	PUNCT
cana-4525	323	1	the	the	DET
cana-4525	323	2	rapid	rapid	ADJ
cana-4525	323	3	initial	initial	ADJ
cana-4525	323	4	increase	increase	NOUN
cana-4525	323	5	and	and	CCONJ
cana-4525	323	6	the	the	DET
cana-4525	323	7	subsequent	subsequent	ADJ
cana-4525	323	8	stabilization	stabilization	NOUN
cana-4525	323	9	recommend	recommend	VERB
cana-4525	323	10	that	that	SCONJ
cana-4525	323	11	the	the	DET
cana-4525	323	12	controller	controller	NOUN
cana-4525	323	13	is	be	AUX
cana-4525	323	14	effectively	effectively	ADV
cana-4525	323	15	managing	manage	VERB
cana-4525	323	16	the	the	DET
cana-4525	323	17	power	power	NOUN
cana-4525	323	18	output	output	NOUN
cana-4525	323	19	to	to	PART
cana-4525	323	20	maintain	maintain	VERB
cana-4525	323	21	system	system	NOUN
cana-4525	323	22	stability	stability	NOUN
cana-4525	323	23	.	.	PUNCT
cana-4525	324	1	figure	figure	VERB
cana-4525	324	2	13	13	NUM
cana-4525	324	3	.	.	PUNCT
cana-4525	325	1	duty	duty	NOUN
cana-4525	325	2	cycle	cycle	NOUN
cana-4525	325	3	of	of	ADP
cana-4525	325	4	hpg	hpg	NOUN
cana-4525	325	5	using	use	VERB
cana-4525	325	6	regression	regression	NOUN
cana-4525	325	7	controller	controller	NOUN
cana-4525	325	8	under	under	ADP
cana-4525	325	9	wsc	wsc	PROPN
cana-4525	325	10	in	in	ADP
cana-4525	325	11	the	the	DET
cana-4525	325	12	figure	figure	NOUN
cana-4525	325	13	13	13	NUM
cana-4525	325	14	,	,	PUNCT
cana-4525	325	15	the	the	DET
cana-4525	325	16	duty	duty	NOUN
cana-4525	325	17	cycle	cycle	NOUN
cana-4525	325	18	rapidly	rapidly	ADV
cana-4525	325	19	increases	increase	VERB
cana-4525	325	20	and	and	CCONJ
cana-4525	325	21	became	become	VERB
cana-4525	325	22	stable	stable	ADJ
cana-4525	325	23	after	after	ADP
cana-4525	325	24	certain	certain	ADJ
cana-4525	325	25	time	time	NOUN
cana-4525	325	26	.	.	PUNCT
cana-4525	326	1	the	the	DET
cana-4525	326	2	linear	linear	ADJ
cana-4525	326	3	regression	regression	NOUN
cana-4525	326	4	controller	controller	NOUN
cana-4525	326	5	helps	help	VERB
cana-4525	326	6	to	to	PART
cana-4525	326	7	maintain	maintain	VERB
cana-4525	326	8	the	the	DET
cana-4525	326	9	hpg	hpg	NOUN
cana-4525	326	10	stable	stable	ADJ
cana-4525	326	11	.	.	PUNCT
cana-4525	327	1	the	the	DET
cana-4525	327	2	analysis	analysis	NOUN
cana-4525	327	3	during	during	ADP
cana-4525	327	4	the	the	DET
cana-4525	327	5	ssc	ssc	NOUN
cana-4525	327	6	is	be	AUX
cana-4525	327	7	illustrated	illustrate	VERB
cana-4525	327	8	here	here	ADV
cana-4525	327	9	.	.	PUNCT
cana-4525	328	1	in	in	ADP
cana-4525	328	2	the	the	DET
cana-4525	328	3	case	case	NOUN
cana-4525	328	4	of	of	ADP
cana-4525	328	5	ssc	ssc	PROPN
cana-4525	328	6	,	,	PUNCT
cana-4525	328	7	the	the	DET
cana-4525	328	8	solar	solar	ADJ
cana-4525	328	9	irradiance	irradiance	NOUN
cana-4525	328	10	is	be	AUX
cana-4525	328	11	considered	consider	VERB
cana-4525	328	12	as	as	ADP
cana-4525	328	13	400	400	NUM
cana-4525	328	14	to	to	PART
cana-4525	328	15	200	200	NUM
cana-4525	328	16	w	w	PROPN
cana-4525	328	17	/	/	SYM
cana-4525	328	18	m2	m2	PROPN
cana-4525	328	19	.	.	PROPN
cana-4525	328	20	figure	figure	NOUN
cana-4525	328	21	14	14	NUM
cana-4525	328	22	.	.	PUNCT
cana-4525	329	1	power	power	NOUN
cana-4525	329	2	output	output	NOUN
cana-4525	329	3	of	of	ADP
cana-4525	329	4	hpg	hpg	NOUN
cana-4525	329	5	using	use	VERB
cana-4525	329	6	regression	regression	NOUN
cana-4525	329	7	controller	controller	NOUN
cana-4525	329	8	under	under	ADP
cana-4525	329	9	ssc	ssc	NOUN
cana-4525	329	10	communications	communication	NOUN
cana-4525	329	11	on	on	ADP
cana-4525	329	12	applied	apply	VERB
cana-4525	329	13	nonlinear	nonlinear	ADJ
cana-4525	329	14	analysis	analysis	NOUN
cana-4525	329	15	issn	issn	NOUN
cana-4525	329	16	:	:	PUNCT
cana-4525	329	17	1074	1074	NUM
cana-4525	329	18	-	-	PUNCT
cana-4525	329	19	133x	133x	NUM
cana-4525	329	20	vol	vol	NOUN
cana-4525	329	21	32	32	NUM
cana-4525	329	22	no	no	NOUN
cana-4525	329	23	.	.	PUNCT
cana-4525	330	1	9s	9s	NUM
cana-4525	330	2	(	(	PUNCT
cana-4525	330	3	2025	2025	NUM
cana-4525	330	4	)	)	PUNCT
cana-4525	330	5	2397	2397	NUM
cana-4525	330	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	331	1	it	it	PRON
cana-4525	331	2	can	can	AUX
cana-4525	331	3	be	be	AUX
cana-4525	331	4	observed	observe	VERB
cana-4525	331	5	from	from	ADP
cana-4525	331	6	the	the	DET
cana-4525	331	7	figure	figure	NOUN
cana-4525	331	8	14	14	NUM
cana-4525	331	9	,	,	PUNCT
cana-4525	331	10	linear	linear	ADJ
cana-4525	331	11	regression	regression	NOUN
cana-4525	331	12	controller	controller	NOUN
cana-4525	331	13	effectively	effectively	ADV
cana-4525	331	14	manages	manage	VERB
cana-4525	331	15	power	power	NOUN
cana-4525	331	16	output	output	NOUN
cana-4525	331	17	to	to	PART
cana-4525	331	18	ensure	ensure	VERB
cana-4525	331	19	system	system	NOUN
cana-4525	331	20	stability	stability	NOUN
cana-4525	331	21	.	.	PUNCT
cana-4525	332	1	the	the	DET
cana-4525	332	2	ssc	ssc	NOUN
cana-4525	332	3	impacts	impact	VERB
cana-4525	332	4	the	the	DET
cana-4525	332	5	performance	performance	NOUN
cana-4525	332	6	of	of	ADP
cana-4525	332	7	entire	entire	ADJ
cana-4525	332	8	system	system	NOUN
cana-4525	332	9	compared	compare	VERB
cana-4525	332	10	to	to	ADP
cana-4525	332	11	zsc	zsc	NOUN
cana-4525	332	12	and	and	CCONJ
cana-4525	332	13	wsc	wsc	PROPN
cana-4525	332	14	.	.	PROPN
cana-4525	332	15	figure	figure	NOUN
cana-4525	332	16	15	15	NUM
cana-4525	332	17	.	.	PUNCT
cana-4525	332	18	duty	duty	NOUN
cana-4525	332	19	cycle	cycle	NOUN
cana-4525	332	20	of	of	ADP
cana-4525	332	21	hpg	hpg	NOUN
cana-4525	332	22	using	use	VERB
cana-4525	332	23	regression	regression	NOUN
cana-4525	332	24	controller	controller	NOUN
cana-4525	332	25	under	under	ADP
cana-4525	332	26	ssc	ssc	NOUN
cana-4525	332	27	the	the	DET
cana-4525	332	28	figure	figure	NOUN
cana-4525	332	29	15	15	NUM
cana-4525	332	30	indicates	indicate	VERB
cana-4525	332	31	initial	initial	ADJ
cana-4525	332	32	increase	increase	NOUN
cana-4525	332	33	of	of	ADP
cana-4525	332	34	duty	duty	NOUN
cana-4525	332	35	cycle	cycle	NOUN
cana-4525	332	36	,	,	PUNCT
cana-4525	332	37	gradual	gradual	ADJ
cana-4525	332	38	decrease	decrease	NOUN
cana-4525	332	39	and	and	CCONJ
cana-4525	332	40	stabilizes	stabilize	VERB
cana-4525	332	41	after	after	ADP
cana-4525	332	42	1s	1s	NUM
cana-4525	332	43	.	.	PUNCT
cana-4525	333	1	the	the	DET
cana-4525	333	2	regression	regression	NOUN
cana-4525	333	3	controller	controller	NOUN
cana-4525	333	4	is	be	AUX
cana-4525	333	5	effective	effective	ADJ
cana-4525	333	6	to	to	PART
cana-4525	333	7	regulate	regulate	VERB
cana-4525	333	8	the	the	DET
cana-4525	333	9	duty	duty	NOUN
cana-4525	333	10	cycle	cycle	NOUN
cana-4525	333	11	under	under	ADP
cana-4525	333	12	ssc	ssc	PROPN
cana-4525	333	13	.	.	PUNCT
cana-4525	334	1	c.	c.	PROPN
cana-4525	334	2	comparative	comparative	ADJ
cana-4525	334	3	analysis	analysis	NOUN
cana-4525	334	4	of	of	ADP
cana-4525	334	5	regression	regression	NOUN
cana-4525	334	6	controllers	controller	NOUN
cana-4525	334	7	with	with	ADP
cana-4525	334	8	popularly	popularly	ADV
cana-4525	334	9	used	use	VERB
cana-4525	334	10	mppt	mppt	NOUN
cana-4525	334	11	controllers	controller	NOUN
cana-4525	334	12	in	in	ADP
cana-4525	334	13	order	order	NOUN
cana-4525	334	14	to	to	PART
cana-4525	334	15	validate	validate	VERB
cana-4525	334	16	the	the	DET
cana-4525	334	17	performance	performance	NOUN
cana-4525	334	18	of	of	ADP
cana-4525	334	19	regression	regression	NOUN
cana-4525	334	20	controller	controller	NOUN
cana-4525	334	21	,	,	PUNCT
cana-4525	334	22	a	a	DET
cana-4525	334	23	comparative	comparative	ADJ
cana-4525	334	24	analysis	analysis	NOUN
cana-4525	334	25	with	with	ADP
cana-4525	334	26	popular	popular	ADJ
cana-4525	334	27	mppt	mppt	NOUN
cana-4525	334	28	controllers	controller	NOUN
cana-4525	334	29	such	such	ADJ
cana-4525	334	30	as	as	ADP
cana-4525	334	31	perturb	perturb	VERB
cana-4525	334	32	&	&	CCONJ
cana-4525	334	33	observe	observe	VERB
cana-4525	334	34	(	(	PUNCT
cana-4525	334	35	p&o	p&o	PROPN
cana-4525	334	36	)	)	PUNCT
cana-4525	334	37	,	,	PUNCT
cana-4525	334	38	particle	particle	NOUN
cana-4525	334	39	swam	swim	VERB
cana-4525	334	40	optimization	optimization	NOUN
cana-4525	334	41	algorithm	algorithm	NOUN
cana-4525	334	42	(	(	PUNCT
cana-4525	334	43	pso	pso	NOUN
cana-4525	334	44	)	)	PUNCT
cana-4525	334	45	,	,	PUNCT
cana-4525	334	46	and	and	CCONJ
cana-4525	334	47	firefly	firefly	NOUN
cana-4525	334	48	algorithm	algorithm	NOUN
cana-4525	334	49	(	(	PUNCT
cana-4525	334	50	fa	fa	NOUN
cana-4525	334	51	)	)	PUNCT
cana-4525	334	52	.	.	PUNCT
cana-4525	335	1	the	the	DET
cana-4525	335	2	parameters	parameter	NOUN
cana-4525	335	3	such	such	ADJ
cana-4525	335	4	as	as	ADP
cana-4525	335	5	voltage	voltage	NOUN
cana-4525	335	6	at	at	ADP
cana-4525	335	7	maximum	maximum	ADJ
cana-4525	335	8	power	power	NOUN
cana-4525	335	9	point	point	NOUN
cana-4525	335	10	(	(	PUNCT
cana-4525	335	11	vmpp	vmpp	PROPN
cana-4525	335	12	)	)	PUNCT
cana-4525	335	13	,	,	PUNCT
cana-4525	335	14	current	current	ADJ
cana-4525	335	15	at	at	ADP
cana-4525	335	16	maximum	maximum	ADJ
cana-4525	335	17	power	power	NOUN
cana-4525	335	18	point	point	NOUN
cana-4525	335	19	(	(	PUNCT
cana-4525	335	20	impp	impp	NOUN
cana-4525	335	21	)	)	PUNCT
cana-4525	335	22	,	,	PUNCT
cana-4525	335	23	power	power	NOUN
cana-4525	335	24	at	at	ADP
cana-4525	335	25	mpp	mpp	NOUN
cana-4525	335	26	,	,	PUNCT
cana-4525	335	27	and	and	CCONJ
cana-4525	335	28	efficiency	efficiency	NOUN
cana-4525	335	29	are	be	AUX
cana-4525	335	30	considered	consider	VERB
cana-4525	335	31	.	.	PUNCT
cana-4525	336	1	the	the	DET
cana-4525	336	2	figure	figure	NOUN
cana-4525	336	3	16	16	NUM
cana-4525	336	4	illustrates	illustrate	VERB
cana-4525	336	5	voltage	voltage	NOUN
cana-4525	336	6	at	at	ADP
cana-4525	336	7	maximum	maximum	ADJ
cana-4525	336	8	power	power	NOUN
cana-4525	336	9	point	point	NOUN
cana-4525	336	10	of	of	ADP
cana-4525	336	11	different	different	ADJ
cana-4525	336	12	control	control	NOUN
cana-4525	336	13	algorithm	algorithm	NOUN
cana-4525	336	14	.	.	PUNCT
cana-4525	337	1	it	it	PRON
cana-4525	337	2	is	be	AUX
cana-4525	337	3	observed	observe	VERB
cana-4525	337	4	that	that	SCONJ
cana-4525	337	5	linear	linear	ADJ
cana-4525	337	6	regression	regression	NOUN
cana-4525	337	7	controller	controller	NOUN
cana-4525	337	8	shows	show	VERB
cana-4525	337	9	highest	high	ADJ
cana-4525	337	10	voltage	voltage	NOUN
cana-4525	337	11	at	at	ADP
cana-4525	337	12	mpp	mpp	NOUN
cana-4525	337	13	whereas	whereas	SCONJ
cana-4525	337	14	p&o	p&o	PROPN
cana-4525	337	15	exhibit	exhibit	VERB
cana-4525	337	16	least	least	ADJ
cana-4525	337	17	voltage	voltage	VERB
cana-4525	337	18	at	at	ADP
cana-4525	337	19	mpp	mpp	PROPN
cana-4525	337	20	.	.	PUNCT
cana-4525	338	1	while	while	SCONJ
cana-4525	338	2	observing	observe	VERB
cana-4525	338	3	pso	pso	NOUN
cana-4525	338	4	,	,	PUNCT
cana-4525	338	5	and	and	CCONJ
cana-4525	338	6	fa	fa	PROPN
cana-4525	338	7	algorithm	algorithm	NOUN
cana-4525	338	8	,	,	PUNCT
cana-4525	338	9	voltage	voltage	NOUN
cana-4525	338	10	at	at	ADP
cana-4525	338	11	mpp	mpp	NOUN
cana-4525	338	12	remains	remain	VERB
cana-4525	338	13	same	same	ADJ
cana-4525	338	14	.	.	PUNCT
cana-4525	339	1	the	the	DET
cana-4525	339	2	performance	performance	NOUN
cana-4525	339	3	comparison	comparison	NOUN
cana-4525	339	4	of	of	ADP
cana-4525	339	5	various	various	ADJ
cana-4525	339	6	control	control	NOUN
cana-4525	339	7	algorithms	algorithm	NOUN
cana-4525	339	8	are	be	AUX
cana-4525	339	9	shown	show	VERB
cana-4525	339	10	in	in	ADP
cana-4525	339	11	table	table	NOUN
cana-4525	339	12	1	1	NUM
cana-4525	339	13	.	.	PUNCT
cana-4525	340	1	the	the	DET
cana-4525	340	2	figure	figure	NOUN
cana-4525	340	3	17	17	NUM
cana-4525	340	4	presents	present	VERB
cana-4525	340	5	the	the	DET
cana-4525	340	6	comparison	comparison	NOUN
cana-4525	340	7	of	of	ADP
cana-4525	340	8	current	current	NOUN
cana-4525	340	9	at	at	ADP
cana-4525	340	10	mpp	mpp	PROPN
cana-4525	340	11	.	.	PUNCT
cana-4525	341	1	it	it	PRON
cana-4525	341	2	is	be	AUX
cana-4525	341	3	found	find	VERB
cana-4525	341	4	that	that	SCONJ
cana-4525	341	5	pso	pso	NOUN
cana-4525	341	6	&	&	CCONJ
cana-4525	341	7	p&o	p&o	PROPN
cana-4525	341	8	exhibit	exhibit	VERB
cana-4525	341	9	high	high	ADJ
cana-4525	341	10	value	value	NOUN
cana-4525	341	11	of	of	ADP
cana-4525	341	12	current	current	NOUN
cana-4525	341	13	at	at	ADP
cana-4525	341	14	mpp	mpp	PROPN
cana-4525	341	15	.	.	PUNCT
cana-4525	342	1	linear	linear	PROPN
cana-4525	342	2	regression	regression	NOUN
cana-4525	342	3	controller	controller	NOUN
cana-4525	342	4	shows	show	VERB
cana-4525	342	5	moderate	moderate	ADJ
cana-4525	342	6	value	value	NOUN
cana-4525	342	7	current	current	NOUN
cana-4525	342	8	at	at	ADP
cana-4525	342	9	mpp	mpp	PROPN
cana-4525	342	10	.	.	PUNCT
cana-4525	342	11	table	table	NOUN
cana-4525	342	12	1	1	NUM
cana-4525	342	13	:	:	PUNCT
cana-4525	342	14	performance	performance	NOUN
cana-4525	342	15	comparison	comparison	NOUN
cana-4525	342	16	of	of	ADP
cana-4525	342	17	control	control	NOUN
cana-4525	342	18	algorithms	algorithm	NOUN
cana-4525	342	19	during	during	ADP
cana-4525	342	20	zsc	zsc	NOUN
cana-4525	342	21	.	.	PUNCT
cana-4525	343	1	method	method	NOUN
cana-4525	343	2	voltage	voltage	NOUN
cana-4525	343	3	at	at	ADP
cana-4525	343	4	maximum	maximum	ADJ
cana-4525	343	5	power	power	NOUN
cana-4525	343	6	point	point	NOUN
cana-4525	343	7	(	(	PUNCT
cana-4525	343	8	v	v	NOUN
cana-4525	343	9	)	)	PUNCT
cana-4525	343	10	current	current	NOUN
cana-4525	343	11	at	at	ADP
cana-4525	343	12	maximum	maximum	ADJ
cana-4525	343	13	power	power	NOUN
cana-4525	343	14	point	point	NOUN
cana-4525	343	15	(	(	PUNCT
cana-4525	343	16	a	a	X
cana-4525	343	17	)	)	PUNCT
cana-4525	343	18	power	power	NOUN
cana-4525	343	19	at	at	ADP
cana-4525	343	20	mpp	mpp	PROPN
cana-4525	343	21	(	(	PUNCT
cana-4525	343	22	w	w	NOUN
cana-4525	343	23	)	)	PUNCT
cana-4525	343	24	efficiency	efficiency	NOUN
cana-4525	343	25	(	(	PUNCT
cana-4525	343	26	%	%	INTJ
cana-4525	343	27	)	)	PUNCT
cana-4525	343	28	linear	linear	ADJ
cana-4525	343	29	regression	regression	NOUN
cana-4525	343	30	(	(	PUNCT
cana-4525	343	31	method	method	NOUN
cana-4525	343	32	1	1	NUM
cana-4525	343	33	)	)	PUNCT
cana-4525	343	34	66.38	66.38	NUM
cana-4525	343	35	1.8	1.8	NUM
cana-4525	343	36	118.78	118.78	NUM
cana-4525	343	37	99.91	99.91	NUM
cana-4525	343	38	fa	fa	NOUN
cana-4525	343	39	(	(	PUNCT
cana-4525	343	40	method	method	NOUN
cana-4525	343	41	2	2	NUM
cana-4525	343	42	)	)	PUNCT
cana-4525	343	43	65.25	65.25	NUM
cana-4525	343	44	1.68	1.68	NUM
cana-4525	343	45	109.15	109.15	NUM
cana-4525	343	46	99.79	99.79	NUM
cana-4525	343	47	pso	pso	NOUN
cana-4525	343	48	(	(	PUNCT
cana-4525	343	49	method	method	NOUN
cana-4525	343	50	3	3	NUM
cana-4525	343	51	)	)	PUNCT
cana-4525	343	52	62.46	62.46	NUM
cana-4525	343	53	2.39	2.39	NUM
cana-4525	343	54	105.25	105.25	NUM
cana-4525	343	55	97.32	97.32	NUM
cana-4525	343	56	p&o	p&o	NOUN
cana-4525	343	57	(	(	PUNCT
cana-4525	343	58	method	method	NOUN
cana-4525	343	59	4	4	NUM
cana-4525	343	60	)	)	PUNCT
cana-4525	343	61	60.97	60.97	NUM
cana-4525	343	62	2.28	2.28	NUM
cana-4525	343	63	95.52	95.52	NUM
cana-4525	343	64	93.27	93.27	NUM
cana-4525	343	65	communications	communication	NOUN
cana-4525	343	66	on	on	ADP
cana-4525	343	67	applied	apply	VERB
cana-4525	343	68	nonlinear	nonlinear	ADJ
cana-4525	343	69	analysis	analysis	NOUN
cana-4525	343	70	issn	issn	NOUN
cana-4525	343	71	:	:	PUNCT
cana-4525	343	72	1074	1074	NUM
cana-4525	343	73	-	-	PUNCT
cana-4525	343	74	133x	133x	NUM
cana-4525	343	75	vol	vol	NOUN
cana-4525	343	76	32	32	NUM
cana-4525	344	1	no	no	NOUN
cana-4525	344	2	.	.	PUNCT
cana-4525	345	1	9s	9s	NUM
cana-4525	345	2	(	(	PUNCT
cana-4525	345	3	2025	2025	NUM
cana-4525	345	4	)	)	PUNCT
cana-4525	345	5	2398	2398	NUM
cana-4525	345	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	346	1	the	the	DET
cana-4525	346	2	figure	figure	NOUN
cana-4525	346	3	18	18	NUM
cana-4525	346	4	presents	present	VERB
cana-4525	346	5	the	the	DET
cana-4525	346	6	comparison	comparison	NOUN
cana-4525	346	7	of	of	ADP
cana-4525	346	8	maximum	maximum	ADJ
cana-4525	346	9	power	power	NOUN
cana-4525	346	10	at	at	ADP
cana-4525	346	11	mpp	mpp	PROPN
cana-4525	346	12	.	.	PUNCT
cana-4525	347	1	the	the	DET
cana-4525	347	2	linear	linear	ADJ
cana-4525	347	3	gression	gression	NOUN
cana-4525	347	4	algorithm	algorithm	NOUN
cana-4525	347	5	shows	show	VERB
cana-4525	347	6	superior	superior	ADJ
cana-4525	347	7	performance	performance	NOUN
cana-4525	347	8	where	where	SCONJ
cana-4525	347	9	p&o	p&o	PROPN
cana-4525	347	10	exhibit	exhibit	VERB
cana-4525	347	11	poor	poor	ADJ
cana-4525	347	12	performance	performance	NOUN
cana-4525	347	13	.	.	PUNCT
cana-4525	348	1	also	also	ADV
cana-4525	348	2	,	,	PUNCT
cana-4525	348	3	fa	fa	PROPN
cana-4525	348	4	and	and	CCONJ
cana-4525	348	5	pso	pso	NOUN
cana-4525	348	6	show	show	NOUN
cana-4525	348	7	cases	case	VERB
cana-4525	348	8	similar	similar	ADJ
cana-4525	348	9	performance	performance	NOUN
cana-4525	348	10	.	.	PUNCT
cana-4525	349	1	figure	figure	NOUN
cana-4525	349	2	16	16	NUM
cana-4525	349	3	.	.	PUNCT
cana-4525	350	1	comparison	comparison	NOUN
cana-4525	350	2	of	of	ADP
cana-4525	350	3	control	control	NOUN
cana-4525	350	4	algorithm	algorithm	NOUN
cana-4525	350	5	based	base	VERB
cana-4525	350	6	on	on	ADP
cana-4525	350	7	voltage	voltage	NOUN
cana-4525	350	8	the	the	DET
cana-4525	350	9	figure	figure	NOUN
cana-4525	350	10	19	19	NUM
cana-4525	350	11	illustrates	illustrate	VERB
cana-4525	350	12	comparison	comparison	NOUN
cana-4525	350	13	of	of	ADP
cana-4525	350	14	efficiency	efficiency	NOUN
cana-4525	350	15	of	of	ADP
cana-4525	350	16	various	various	ADJ
cana-4525	350	17	control	control	NOUN
cana-4525	350	18	algorithms	algorithm	NOUN
cana-4525	350	19	.	.	PUNCT
cana-4525	351	1	it	it	PRON
cana-4525	351	2	is	be	AUX
cana-4525	351	3	observed	observe	VERB
cana-4525	351	4	that	that	SCONJ
cana-4525	351	5	fa	fa	PROPN
cana-4525	351	6	and	and	CCONJ
cana-4525	351	7	linear	linear	PROPN
cana-4525	351	8	regression	regression	NOUN
cana-4525	351	9	show	show	NOUN
cana-4525	351	10	cases	case	VERB
cana-4525	351	11	highest	high	ADJ
cana-4525	351	12	efficiency	efficiency	NOUN
cana-4525	351	13	.	.	PUNCT
cana-4525	352	1	pso	pso	NOUN
cana-4525	352	2	indicates	indicate	VERB
cana-4525	352	3	moderate	moderate	ADJ
cana-4525	352	4	efficiency	efficiency	NOUN
cana-4525	352	5	and	and	CCONJ
cana-4525	352	6	p&o	p&o	PROPN
cana-4525	352	7	exhibit	exhibit	VERB
cana-4525	352	8	least	least	ADJ
cana-4525	352	9	efficiency	efficiency	NOUN
cana-4525	352	10	among	among	ADP
cana-4525	352	11	four	four	NUM
cana-4525	352	12	control	control	NOUN
cana-4525	352	13	algorithm	algorithm	NOUN
cana-4525	352	14	.	.	PUNCT
cana-4525	353	1	figure	figure	NOUN
cana-4525	353	2	.	.	PUNCT
cana-4525	354	1	17	17	NUM
cana-4525	354	2	.	.	PUNCT
cana-4525	355	1	comparison	comparison	NOUN
cana-4525	355	2	of	of	ADP
cana-4525	355	3	control	control	NOUN
cana-4525	355	4	algorithm	algorithm	NOUN
cana-4525	355	5	based	base	VERB
cana-4525	355	6	on	on	ADP
cana-4525	355	7	current	current	ADJ
cana-4525	355	8	figure	figure	NOUN
cana-4525	355	9	.	.	PUNCT
cana-4525	356	1	18	18	NUM
cana-4525	356	2	.	.	PUNCT
cana-4525	356	3	comparison	comparison	NOUN
cana-4525	356	4	of	of	ADP
cana-4525	356	5	available	available	ADJ
cana-4525	356	6	power	power	NOUN
cana-4525	356	7	at	at	ADP
cana-4525	356	8	mpp	mpp	NOUN
cana-4525	356	9	communications	communication	NOUN
cana-4525	356	10	on	on	ADP
cana-4525	356	11	applied	apply	VERB
cana-4525	356	12	nonlinear	nonlinear	ADJ
cana-4525	356	13	analysis	analysis	NOUN
cana-4525	356	14	issn	issn	NOUN
cana-4525	356	15	:	:	PUNCT
cana-4525	356	16	1074	1074	NUM
cana-4525	356	17	-	-	PUNCT
cana-4525	356	18	133x	133x	NUM
cana-4525	356	19	vol	vol	NOUN
cana-4525	356	20	32	32	NUM
cana-4525	356	21	no	no	NOUN
cana-4525	356	22	.	.	PUNCT
cana-4525	357	1	9s	9s	NUM
cana-4525	357	2	(	(	PUNCT
cana-4525	357	3	2025	2025	NUM
cana-4525	357	4	)	)	PUNCT
cana-4525	357	5	2399	2399	NUM
cana-4525	357	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4525	357	7	figure	figure	NOUN
cana-4525	357	8	.	.	PUNCT
cana-4525	358	1	19	19	NUM
cana-4525	358	2	.	.	X
cana-4525	358	3	comparison	comparison	NOUN
cana-4525	358	4	of	of	ADP
cana-4525	358	5	efficiency	efficiency	NOUN
cana-4525	358	6	the	the	DET
cana-4525	358	7	table	table	NOUN
cana-4525	358	8	2	2	NUM
cana-4525	358	9	presnts	presnt	NOUN
cana-4525	358	10	the	the	DET
cana-4525	358	11	comparative	comparative	ADJ
cana-4525	358	12	analysis	analysis	NOUN
cana-4525	358	13	of	of	ADP
cana-4525	358	14	control	control	NOUN
cana-4525	358	15	algorithms	algorithm	NOUN
cana-4525	358	16	during	during	ADP
cana-4525	358	17	wsc	wsc	PROPN
cana-4525	358	18	.	.	PUNCT
cana-4525	359	1	the	the	DET
cana-4525	359	2	four	four	NUM
cana-4525	359	3	methods	method	NOUN
cana-4525	359	4	are	be	AUX
cana-4525	359	5	compared	compare	VERB
cana-4525	359	6	with	with	ADP
cana-4525	359	7	respect	respect	NOUN
cana-4525	359	8	to	to	ADP
cana-4525	359	9	four	four	NUM
cana-4525	359	10	important	important	ADJ
cana-4525	359	11	performance	performance	NOUN
cana-4525	359	12	parameters	parameter	NOUN
cana-4525	359	13	.	.	PUNCT
cana-4525	360	1	the	the	DET
cana-4525	360	2	graphical	graphical	ADJ
cana-4525	360	3	analysis	analysis	NOUN
cana-4525	360	4	is	be	AUX
cana-4525	360	5	presented	present	VERB
cana-4525	360	6	in	in	ADP
cana-4525	360	7	the	the	DET
cana-4525	360	8	figure	figure	NOUN
cana-4525	360	9	20	20	NUM
cana-4525	360	10	.	.	PUNCT
cana-4525	360	11	table	table	NOUN
cana-4525	360	12	2	2	NUM
cana-4525	360	13	:	:	PUNCT
cana-4525	360	14	performance	performance	NOUN
cana-4525	360	15	comparison	comparison	NOUN
cana-4525	360	16	of	of	ADP
cana-4525	360	17	control	control	NOUN
cana-4525	360	18	algorithms	algorithm	NOUN
cana-4525	360	19	during	during	ADP
cana-4525	360	20	wsc	wsc	PROPN
cana-4525	360	21	method	method	PROPN
cana-4525	360	22	voltage	voltage	NOUN
cana-4525	360	23	at	at	ADP
cana-4525	360	24	maximum	maximum	ADJ
cana-4525	360	25	power	power	NOUN
cana-4525	360	26	point	point	NOUN
cana-4525	360	27	(	(	PUNCT
cana-4525	360	28	v	v	NOUN
cana-4525	360	29	)	)	PUNCT
cana-4525	360	30	current	current	NOUN
cana-4525	360	31	at	at	ADP
cana-4525	360	32	maximum	maximum	ADJ
cana-4525	360	33	power	power	NOUN
cana-4525	360	34	point	point	NOUN
cana-4525	360	35	(	(	PUNCT
cana-4525	360	36	a	a	X
cana-4525	360	37	)	)	PUNCT
cana-4525	360	38	power	power	NOUN
cana-4525	360	39	at	at	ADP
cana-4525	360	40	mpp	mpp	PROPN
cana-4525	360	41	(	(	PUNCT
cana-4525	360	42	w	w	NOUN
cana-4525	360	43	)	)	PUNCT
cana-4525	360	44	efficiency	efficiency	NOUN
cana-4525	360	45	(	(	PUNCT
cana-4525	360	46	%	%	INTJ
cana-4525	360	47	)	)	PUNCT
cana-4525	360	48	linear	linear	ADJ
cana-4525	360	49	regression	regression	NOUN
cana-4525	360	50	(	(	PUNCT
cana-4525	360	51	method	method	NOUN
cana-4525	360	52	1	1	NUM
cana-4525	360	53	)	)	PUNCT
cana-4525	360	54	40.39	40.39	NUM
cana-4525	360	55	2.73	2.73	NUM
cana-4525	360	56	110.23	110.23	NUM
cana-4525	360	57	99.38	99.38	NUM
cana-4525	360	58	fa	fa	NOUN
cana-4525	360	59	(	(	PUNCT
cana-4525	360	60	method	method	NOUN
cana-4525	360	61	2	2	NUM
cana-4525	360	62	)	)	PUNCT
cana-4525	360	63	36.54	36.54	NUM
cana-4525	360	64	2.35	2.35	NUM
cana-4525	360	65	85.48	85.48	NUM
cana-4525	360	66	96.22	96.22	NUM
cana-4525	360	67	pso	pso	NOUN
cana-4525	360	68	(	(	PUNCT
cana-4525	360	69	method	method	NOUN
cana-4525	360	70	3	3	NUM
cana-4525	360	71	)	)	PUNCT
cana-4525	360	72	34.58	34.58	NUM
cana-4525	360	73	2.34	2.34	NUM
cana-4525	360	74	80.23	80.23	NUM
cana-4525	360	75	93.32	93.32	NUM
cana-4525	360	76	p&o	p&o	NOUN
cana-4525	360	77	(	(	PUNCT
cana-4525	360	78	method	method	NOUN
cana-4525	360	79	4	4	NUM
cana-4525	360	80	)	)	PUNCT
cana-4525	360	81	33.69	33.69	NUM
cana-4525	360	82	2.07	2.07	NUM
cana-4525	360	83	70.45	70.45	NUM
cana-4525	360	84	90.27	90.27	NUM
cana-4525	360	85	method	method	NOUN
cana-4525	360	86	1	1	NUM
cana-4525	360	87	(	(	PUNCT
cana-4525	360	88	linear	linear	PROPN
cana-4525	360	89	regression	regression	NOUN
cana-4525	360	90	)	)	PUNCT
cana-4525	360	91	recorded	record	VERB
cana-4525	360	92	the	the	DET
cana-4525	360	93	highest	high	ADJ
cana-4525	360	94	voltage	voltage	NOUN
cana-4525	360	95	at	at	ADP
cana-4525	360	96	the	the	DET
cana-4525	360	97	maximum	maximum	ADJ
cana-4525	360	98	power	power	NOUN
cana-4525	360	99	point	point	NOUN
cana-4525	360	100	,	,	PUNCT
cana-4525	360	101	followed	follow	VERB
cana-4525	360	102	by	by	ADP
cana-4525	360	103	method	method	NOUN
cana-4525	360	104	2	2	NUM
cana-4525	360	105	(	(	PUNCT
cana-4525	360	106	fa	fa	NOUN
cana-4525	360	107	)	)	PUNCT
cana-4525	360	108	,	,	PUNCT
cana-4525	360	109	method	method	NOUN
cana-4525	360	110	3	3	NUM
cana-4525	360	111	(	(	PUNCT
cana-4525	360	112	pso	pso	NOUN
cana-4525	360	113	)	)	PUNCT
cana-4525	360	114	,	,	PUNCT
cana-4525	360	115	and	and	CCONJ
cana-4525	360	116	method	method	NOUN
cana-4525	360	117	4	4	NUM
cana-4525	360	118	(	(	PUNCT
cana-4525	360	119	p&o	p&o	PROPN
cana-4525	360	120	)	)	PUNCT
cana-4525	360	121	.	.	PUNCT
cana-4525	361	1	both	both	PRON
cana-4525	361	2	method	method	VERB
cana-4525	361	3	1	1	NUM
cana-4525	361	4	and	and	CCONJ
cana-4525	361	5	method	method	NOUN
cana-4525	361	6	3	3	NUM
cana-4525	361	7	produced	produce	VERB
cana-4525	361	8	similar	similar	ADJ
cana-4525	361	9	current	current	ADJ
cana-4525	361	10	values	value	NOUN
cana-4525	361	11	,	,	PUNCT
cana-4525	361	12	while	while	SCONJ
cana-4525	361	13	method	method	NOUN
cana-4525	361	14	2	2	NUM
cana-4525	361	15	and	and	CCONJ
cana-4525	361	16	method	method	NOUN
cana-4525	361	17	4	4	NUM
cana-4525	361	18	had	have	VERB
cana-4525	361	19	slightly	slightly	ADV
cana-4525	361	20	lower	low	ADJ
cana-4525	361	21	values	value	NOUN
cana-4525	361	22	.	.	PUNCT
cana-4525	362	1	method	method	NOUN
cana-4525	362	2	1	1	NUM
cana-4525	362	3	also	also	ADV
cana-4525	362	4	delivered	deliver	VERB
cana-4525	362	5	the	the	DET
cana-4525	362	6	highest	high	ADJ
cana-4525	362	7	power	power	NOUN
cana-4525	362	8	output	output	NOUN
cana-4525	362	9	,	,	PUNCT
cana-4525	362	10	with	with	ADP
cana-4525	362	11	the	the	DET
cana-4525	362	12	other	other	ADJ
cana-4525	362	13	methods	method	NOUN
cana-4525	362	14	ranked	rank	VERB
cana-4525	362	15	in	in	ADP
cana-4525	362	16	the	the	DET
cana-4525	362	17	same	same	ADJ
cana-4525	362	18	order	order	NOUN
cana-4525	362	19	.	.	PUNCT
cana-4525	363	1	efficiency	efficiency	NOUN
cana-4525	363	2	was	be	AUX
cana-4525	363	3	high	high	ADJ
cana-4525	363	4	across	across	ADP
cana-4525	363	5	all	all	DET
cana-4525	363	6	methods	method	NOUN
cana-4525	363	7	,	,	PUNCT
cana-4525	363	8	with	with	ADP
cana-4525	363	9	method	method	NOUN
cana-4525	363	10	1	1	NUM
cana-4525	363	11	leading	lead	VERB
cana-4525	363	12	.	.	PUNCT
cana-4525	364	1	based	base	VERB
cana-4525	364	2	on	on	ADP
cana-4525	364	3	these	these	DET
cana-4525	364	4	results	result	NOUN
cana-4525	364	5	,	,	PUNCT
cana-4525	364	6	method	method	NOUN
cana-4525	364	7	1	1	NUM
cana-4525	364	8	is	be	AUX
cana-4525	364	9	the	the	DET
cana-4525	364	10	most	most	ADV
cana-4525	364	11	effective	effective	ADJ
cana-4525	364	12	overall	overall	NOUN
cana-4525	364	13	,	,	PUNCT
cana-4525	364	14	but	but	CCONJ
cana-4525	364	15	the	the	DET
cana-4525	364	16	choice	choice	NOUN
cana-4525	364	17	of	of	ADP
cana-4525	364	18	algorithm	algorithm	NOUN
cana-4525	364	19	may	may	AUX
cana-4525	364	20	vary	vary	VERB
cana-4525	364	21	depending	depend	VERB
cana-4525	364	22	on	on	ADP
cana-4525	364	23	specific	specific	ADJ
cana-4525	364	24	application	application	NOUN
cana-4525	364	25	needs	need	NOUN
cana-4525	364	26	and	and	CCONJ
cana-4525	364	27	performance	performance	NOUN
cana-4525	364	28	priorities	priority	NOUN
cana-4525	364	29	.	.	PUNCT
cana-4525	365	1	communications	communication	NOUN
cana-4525	365	2	on	on	ADP
cana-4525	365	3	applied	apply	VERB
cana-4525	365	4	nonlinear	nonlinear	ADJ
cana-4525	365	5	analysis	analysis	NOUN
cana-4525	365	6	issn	issn	NOUN
cana-4525	365	7	:	:	PUNCT
cana-4525	365	8	1074	1074	NUM
cana-4525	365	9	-	-	PUNCT
cana-4525	365	10	133x	133x	NUM
cana-4525	365	11	vol	vol	NOUN
cana-4525	365	12	32	32	NUM
cana-4525	365	13	no	no	NOUN
cana-4525	365	14	.	.	PUNCT
cana-4525	366	1	9s	9s	NUM
cana-4525	366	2	(	(	PUNCT
cana-4525	366	3	2025	2025	NUM
cana-4525	366	4	)	)	PUNCT
cana-4525	366	5	2400	2400	NUM
cana-4525	367	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	367	2	figure	figure	NOUN
cana-4525	367	3	.	.	PUNCT
cana-4525	368	1	20	20	NUM
cana-4525	368	2	.	.	PUNCT
cana-4525	369	1	comparative	comparative	ADJ
cana-4525	369	2	analysis	analysis	NOUN
cana-4525	369	3	of	of	ADP
cana-4525	369	4	control	control	NOUN
cana-4525	369	5	algorithm	algorithm	NOUN
cana-4525	369	6	during	during	ADP
cana-4525	369	7	wsc	wsc	PROPN
cana-4525	369	8	the	the	DET
cana-4525	369	9	ssc	ssc	NOUN
cana-4525	369	10	severely	severely	ADV
cana-4525	369	11	impacts	impact	VERB
cana-4525	369	12	on	on	ADP
cana-4525	369	13	the	the	DET
cana-4525	369	14	performance	performance	NOUN
cana-4525	369	15	of	of	ADP
cana-4525	369	16	hpg	hpg	NOUN
cana-4525	369	17	system	system	NOUN
cana-4525	369	18	.	.	PUNCT
cana-4525	370	1	in	in	ADP
cana-4525	370	2	view	view	NOUN
cana-4525	370	3	of	of	ADP
cana-4525	370	4	this	this	DET
cana-4525	370	5	fact	fact	NOUN
cana-4525	370	6	,	,	PUNCT
cana-4525	370	7	the	the	DET
cana-4525	370	8	performance	performance	NOUN
cana-4525	370	9	parameters	parameter	NOUN
cana-4525	370	10	are	be	AUX
cana-4525	370	11	computed	compute	VERB
cana-4525	370	12	and	and	CCONJ
cana-4525	370	13	presented	present	VERB
cana-4525	370	14	in	in	ADP
cana-4525	370	15	table	table	NOUN
cana-4525	370	16	3	3	NUM
cana-4525	370	17	.	.	PUNCT
cana-4525	370	18	table	table	NOUN
cana-4525	370	19	3	3	NUM
cana-4525	370	20	:	:	PUNCT
cana-4525	370	21	performance	performance	NOUN
cana-4525	370	22	comparison	comparison	NOUN
cana-4525	370	23	of	of	ADP
cana-4525	370	24	control	control	NOUN
cana-4525	370	25	algorithms	algorithm	NOUN
cana-4525	370	26	during	during	ADP
cana-4525	370	27	ssc	ssc	NOUN
cana-4525	370	28	method	method	NOUN
cana-4525	370	29	voltage	voltage	NOUN
cana-4525	370	30	at	at	ADP
cana-4525	370	31	maximum	maximum	ADJ
cana-4525	370	32	power	power	NOUN
cana-4525	370	33	point	point	NOUN
cana-4525	370	34	(	(	PUNCT
cana-4525	370	35	v	v	NOUN
cana-4525	370	36	)	)	PUNCT
cana-4525	370	37	current	current	NOUN
cana-4525	370	38	at	at	ADP
cana-4525	370	39	maximum	maximum	ADJ
cana-4525	370	40	power	power	NOUN
cana-4525	370	41	point	point	NOUN
cana-4525	370	42	(	(	PUNCT
cana-4525	370	43	a	a	X
cana-4525	370	44	)	)	PUNCT
cana-4525	370	45	power	power	NOUN
cana-4525	370	46	at	at	ADP
cana-4525	370	47	mpp	mpp	PROPN
cana-4525	370	48	(	(	PUNCT
cana-4525	370	49	w	w	NOUN
cana-4525	370	50	)	)	PUNCT
cana-4525	370	51	efficiency	efficiency	NOUN
cana-4525	370	52	(	(	PUNCT
cana-4525	370	53	%	%	INTJ
cana-4525	370	54	)	)	PUNCT
cana-4525	370	55	linear	linear	ADJ
cana-4525	370	56	regression	regression	NOUN
cana-4525	370	57	(	(	PUNCT
cana-4525	370	58	method	method	NOUN
cana-4525	370	59	1	1	NUM
cana-4525	370	60	)	)	PUNCT
cana-4525	370	61	54.84	54.84	NUM
cana-4525	370	62	1.79	1.79	NUM
cana-4525	370	63	98.16	98.16	NUM
cana-4525	370	64	99.78	99.78	NUM
cana-4525	370	65	fa	fa	PROPN
cana-4525	370	66	(	(	PUNCT
cana-4525	370	67	method	method	NOUN
cana-4525	370	68	2	2	NUM
cana-4525	370	69	)	)	PUNCT
cana-4525	370	70	56.28	56.28	NUM
cana-4525	370	71	1.54	1.54	NUM
cana-4525	370	72	86.67	86.67	NUM
cana-4525	370	73	98.72	98.72	NUM
cana-4525	370	74	pso	pso	NOUN
cana-4525	370	75	(	(	PUNCT
cana-4525	370	76	method	method	NOUN
cana-4525	370	77	3	3	NUM
cana-4525	370	78	)	)	PUNCT
cana-4525	370	79	57.24	57.24	NUM
cana-4525	370	80	1.49	1.49	NUM
cana-4525	370	81	85.29	85.29	NUM
cana-4525	370	82	96.32	96.32	NUM
cana-4525	370	83	p&o	p&o	NOUN
cana-4525	370	84	(	(	PUNCT
cana-4525	370	85	method	method	NOUN
cana-4525	370	86	4	4	NUM
cana-4525	370	87	)	)	PUNCT
cana-4525	370	88	22.47	22.47	NUM
cana-4525	370	89	1.35	1.35	NUM
cana-4525	370	90	30.36	30.36	NUM
cana-4525	370	91	95.27	95.27	NUM
cana-4525	370	92	method	method	NOUN
cana-4525	370	93	1	1	NUM
cana-4525	370	94	(	(	PUNCT
cana-4525	370	95	linear	linear	PROPN
cana-4525	370	96	regression	regression	NOUN
cana-4525	370	97	)	)	PUNCT
cana-4525	370	98	yielded	yield	VERB
cana-4525	370	99	the	the	DET
cana-4525	370	100	highest	high	ADJ
cana-4525	370	101	voltage	voltage	NOUN
cana-4525	370	102	,	,	PUNCT
cana-4525	370	103	followed	follow	VERB
cana-4525	370	104	by	by	ADP
cana-4525	370	105	method	method	NOUN
cana-4525	370	106	2	2	NUM
cana-4525	370	107	(	(	PUNCT
cana-4525	370	108	fa	fa	NOUN
cana-4525	370	109	)	)	PUNCT
cana-4525	370	110	and	and	CCONJ
cana-4525	370	111	method	method	NOUN
cana-4525	370	112	3	3	NUM
cana-4525	370	113	(	(	PUNCT
cana-4525	370	114	pso	pso	NOUN
cana-4525	370	115	)	)	PUNCT
cana-4525	370	116	,	,	PUNCT
cana-4525	370	117	while	while	SCONJ
cana-4525	370	118	method	method	NOUN
cana-4525	370	119	4	4	NUM
cana-4525	370	120	(	(	PUNCT
cana-4525	370	121	p&o	p&o	PROPN
cana-4525	370	122	)	)	PUNCT
cana-4525	370	123	produced	produce	VERB
cana-4525	370	124	a	a	DET
cana-4525	370	125	notably	notably	ADV
cana-4525	370	126	lower	low	ADJ
cana-4525	370	127	voltage	voltage	NOUN
cana-4525	370	128	.	.	PUNCT
cana-4525	371	1	in	in	ADP
cana-4525	371	2	terms	term	NOUN
cana-4525	371	3	of	of	ADP
cana-4525	371	4	current	current	ADJ
cana-4525	371	5	,	,	PUNCT
cana-4525	371	6	methods	method	NOUN
cana-4525	371	7	1	1	NUM
cana-4525	371	8	and	and	CCONJ
cana-4525	371	9	2	2	NUM
cana-4525	371	10	displayed	display	VERB
cana-4525	371	11	similar	similar	ADJ
cana-4525	371	12	levels	level	NOUN
cana-4525	371	13	,	,	PUNCT
cana-4525	371	14	with	with	ADP
cana-4525	371	15	methods	method	NOUN
cana-4525	371	16	3	3	NUM
cana-4525	371	17	and	and	CCONJ
cana-4525	371	18	4	4	NUM
cana-4525	371	19	having	have	VERB
cana-4525	371	20	slightly	slightly	ADV
cana-4525	371	21	reduced	reduce	VERB
cana-4525	371	22	values	value	NOUN
cana-4525	371	23	.	.	PUNCT
cana-4525	372	1	method	method	NOUN
cana-4525	372	2	1	1	NUM
cana-4525	372	3	also	also	ADV
cana-4525	372	4	delivered	deliver	VERB
cana-4525	372	5	the	the	DET
cana-4525	372	6	greatest	great	ADJ
cana-4525	372	7	power	power	NOUN
cana-4525	372	8	output	output	NOUN
cana-4525	372	9	,	,	PUNCT
cana-4525	372	10	followed	follow	VERB
cana-4525	372	11	by	by	ADP
cana-4525	372	12	methods	method	NOUN
cana-4525	372	13	2	2	NUM
cana-4525	372	14	and	and	CCONJ
cana-4525	372	15	3	3	NUM
cana-4525	372	16	,	,	PUNCT
cana-4525	372	17	with	with	ADP
cana-4525	372	18	method	method	NOUN
cana-4525	372	19	4	4	NUM
cana-4525	372	20	generating	generate	VERB
cana-4525	372	21	the	the	DET
cana-4525	372	22	lowest	low	ADJ
cana-4525	372	23	.	.	PUNCT
cana-4525	373	1	efficiency	efficiency	NOUN
cana-4525	373	2	was	be	AUX
cana-4525	373	3	high	high	ADJ
cana-4525	373	4	across	across	ADP
cana-4525	373	5	all	all	DET
cana-4525	373	6	methods	method	NOUN
cana-4525	373	7	,	,	PUNCT
cana-4525	373	8	with	with	ADP
cana-4525	373	9	methods	method	NOUN
cana-4525	373	10	1	1	NUM
cana-4525	373	11	and	and	CCONJ
cana-4525	373	12	2	2	NUM
cana-4525	373	13	leading	lead	VERB
cana-4525	373	14	,	,	PUNCT
cana-4525	373	15	and	and	CCONJ
cana-4525	373	16	method	method	VERB
cana-4525	373	17	4	4	NUM
cana-4525	373	18	slightly	slightly	ADV
cana-4525	373	19	lagging	lag	VERB
cana-4525	373	20	behind	behind	ADP
cana-4525	373	21	.	.	PUNCT
cana-4525	374	1	communications	communication	NOUN
cana-4525	374	2	on	on	ADP
cana-4525	374	3	applied	apply	VERB
cana-4525	374	4	nonlinear	nonlinear	ADJ
cana-4525	374	5	analysis	analysis	NOUN
cana-4525	374	6	issn	issn	NOUN
cana-4525	374	7	:	:	PUNCT
cana-4525	374	8	1074	1074	NUM
cana-4525	374	9	-	-	PUNCT
cana-4525	374	10	133x	133x	NUM
cana-4525	374	11	vol	vol	NOUN
cana-4525	374	12	32	32	NUM
cana-4525	374	13	no	no	NOUN
cana-4525	374	14	.	.	PUNCT
cana-4525	375	1	9s	9s	NUM
cana-4525	375	2	(	(	PUNCT
cana-4525	375	3	2025	2025	NUM
cana-4525	375	4	)	)	PUNCT
cana-4525	375	5	2401	2401	NUM
cana-4525	376	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	376	2	figure	figure	NOUN
cana-4525	376	3	.	.	PUNCT
cana-4525	377	1	21	21	NUM
cana-4525	377	2	.	.	PUNCT
cana-4525	378	1	comparative	comparative	ADJ
cana-4525	378	2	analysis	analysis	NOUN
cana-4525	378	3	of	of	ADP
cana-4525	378	4	control	control	NOUN
cana-4525	378	5	algorithm	algorithm	NOUN
cana-4525	378	6	during	during	ADP
cana-4525	378	7	ssc	ssc	PROPN
cana-4525	378	8	overall	overall	NOUN
cana-4525	378	9	,	,	PUNCT
cana-4525	378	10	method	method	NOUN
cana-4525	378	11	1	1	NUM
cana-4525	378	12	proved	prove	VERB
cana-4525	378	13	to	to	PART
cana-4525	378	14	be	be	AUX
cana-4525	378	15	the	the	DET
cana-4525	378	16	most	most	ADV
cana-4525	378	17	effective	effective	ADJ
cana-4525	378	18	control	control	NOUN
cana-4525	378	19	algorithm	algorithm	NOUN
cana-4525	378	20	,	,	PUNCT
cana-4525	378	21	though	though	SCONJ
cana-4525	378	22	the	the	DET
cana-4525	378	23	optimal	optimal	ADJ
cana-4525	378	24	choice	choice	NOUN
cana-4525	378	25	may	may	AUX
cana-4525	378	26	depend	depend	VERB
cana-4525	378	27	on	on	ADP
cana-4525	378	28	the	the	DET
cana-4525	378	29	specific	specific	ADJ
cana-4525	378	30	application	application	NOUN
cana-4525	378	31	's	's	PART
cana-4525	378	32	performance	performance	NOUN
cana-4525	378	33	requirements	requirement	NOUN
cana-4525	378	34	.	.	PUNCT
cana-4525	379	1	the	the	DET
cana-4525	379	2	figure	figure	NOUN
cana-4525	379	3	21	21	NUM
cana-4525	379	4	depicts	depict	VERB
cana-4525	379	5	comparative	comparative	ADJ
cana-4525	379	6	analysis	analysis	NOUN
cana-4525	379	7	of	of	ADP
cana-4525	379	8	control	control	NOUN
cana-4525	379	9	algorithms	algorithm	NOUN
cana-4525	379	10	during	during	ADP
cana-4525	379	11	ssc	ssc	PROPN
cana-4525	379	12	.	.	PUNCT
cana-4525	380	1	7	7	X
cana-4525	380	2	.	.	X
cana-4525	380	3	conclusions	conclusion	NOUN
cana-4525	380	4	in	in	ADP
cana-4525	380	5	conclusion	conclusion	NOUN
cana-4525	380	6	,	,	PUNCT
cana-4525	380	7	the	the	DET
cana-4525	380	8	proposed	propose	VERB
cana-4525	380	9	hybrid	hybrid	NOUN
cana-4525	380	10	power	power	NOUN
cana-4525	380	11	generation	generation	NOUN
cana-4525	380	12	(	(	PUNCT
cana-4525	380	13	hpg	hpg	NOUN
cana-4525	380	14	)	)	PUNCT
cana-4525	380	15	system	system	NOUN
cana-4525	380	16	,	,	PUNCT
cana-4525	380	17	integrating	integrate	VERB
cana-4525	380	18	solar	solar	ADJ
cana-4525	380	19	and	and	CCONJ
cana-4525	380	20	wind	wind	VERB
cana-4525	380	21	energy	energy	NOUN
cana-4525	380	22	through	through	ADP
cana-4525	380	23	a	a	DET
cana-4525	380	24	double	double	ADJ
cana-4525	380	25	input	input	NOUN
cana-4525	380	26	dc	dc	PROPN
cana-4525	380	27	-	-	PUNCT
cana-4525	380	28	dc	dc	PROPN
cana-4525	380	29	buck	buck	NOUN
cana-4525	380	30	-	-	PUNCT
cana-4525	380	31	boost	boost	NOUN
cana-4525	380	32	converter	converter	NOUN
cana-4525	380	33	,	,	PUNCT
cana-4525	380	34	effectively	effectively	ADV
cana-4525	380	35	addresses	address	VERB
cana-4525	380	36	the	the	DET
cana-4525	380	37	challenges	challenge	NOUN
cana-4525	380	38	of	of	ADP
cana-4525	380	39	rural	rural	ADJ
cana-4525	380	40	electrification	electrification	NOUN
cana-4525	380	41	in	in	ADP
cana-4525	380	42	developing	develop	VERB
cana-4525	380	43	countries	country	NOUN
cana-4525	380	44	.	.	PUNCT
cana-4525	381	1	the	the	DET
cana-4525	381	2	use	use	NOUN
cana-4525	381	3	of	of	ADP
cana-4525	381	4	a	a	DET
cana-4525	381	5	linear	linear	ADJ
cana-4525	381	6	regression	regression	NOUN
cana-4525	381	7	-	-	PUNCT
cana-4525	381	8	based	base	VERB
cana-4525	381	9	machine	machine	NOUN
cana-4525	381	10	learning	learn	VERB
cana-4525	381	11	algorithm	algorithm	NOUN
cana-4525	381	12	for	for	ADP
cana-4525	381	13	maximum	maximum	ADJ
cana-4525	381	14	power	power	NOUN
cana-4525	381	15	point	point	NOUN
cana-4525	381	16	tracking	tracking	NOUN
cana-4525	381	17	(	(	PUNCT
cana-4525	381	18	mppt	mppt	PROPN
cana-4525	381	19	)	)	PUNCT
cana-4525	381	20	significantly	significantly	ADV
cana-4525	381	21	enhances	enhance	VERB
cana-4525	381	22	system	system	NOUN
cana-4525	381	23	performance	performance	NOUN
cana-4525	381	24	under	under	ADP
cana-4525	381	25	varying	vary	VERB
cana-4525	381	26	atmospheric	atmospheric	ADJ
cana-4525	381	27	and	and	CCONJ
cana-4525	381	28	shading	shading	NOUN
cana-4525	381	29	conditions	condition	NOUN
cana-4525	381	30	.	.	PUNCT
cana-4525	382	1	the	the	DET
cana-4525	382	2	algorithm	algorithm	NOUN
cana-4525	382	3	's	's	PART
cana-4525	382	4	accuracy	accuracy	NOUN
cana-4525	382	5	in	in	ADP
cana-4525	382	6	duty	duty	NOUN
cana-4525	382	7	cycle	cycle	NOUN
cana-4525	382	8	prediction	prediction	NOUN
cana-4525	382	9	ensures	ensure	VERB
cana-4525	382	10	optimal	optimal	ADJ
cana-4525	382	11	power	power	NOUN
cana-4525	382	12	output	output	NOUN
cana-4525	382	13	,	,	PUNCT
cana-4525	382	14	as	as	SCONJ
cana-4525	382	15	demonstrated	demonstrate	VERB
cana-4525	382	16	by	by	ADP
cana-4525	382	17	the	the	DET
cana-4525	382	18	high	high	ADJ
cana-4525	382	19	efficiency	efficiency	NOUN
cana-4525	382	20	levels	level	NOUN
cana-4525	382	21	of	of	ADP
cana-4525	382	22	99.91	99.91	NUM
cana-4525	382	23	%	%	NOUN
cana-4525	382	24	,	,	PUNCT
cana-4525	382	25	99.38	99.38	NUM
cana-4525	382	26	%	%	NOUN
cana-4525	382	27	,	,	PUNCT
cana-4525	382	28	and	and	CCONJ
cana-4525	382	29	99.78	99.78	NUM
cana-4525	382	30	%	%	NOUN
cana-4525	382	31	under	under	ADP
cana-4525	382	32	zero	zero	NUM
cana-4525	382	33	,	,	PUNCT
cana-4525	382	34	weak	weak	ADJ
cana-4525	382	35	,	,	PUNCT
cana-4525	382	36	and	and	CCONJ
cana-4525	382	37	strong	strong	ADJ
cana-4525	382	38	shading	shading	NOUN
cana-4525	382	39	conditions	condition	NOUN
cana-4525	382	40	,	,	PUNCT
cana-4525	382	41	respectively	respectively	ADV
cana-4525	382	42	.	.	PUNCT
cana-4525	383	1	moreover	moreover	ADV
cana-4525	383	2	,	,	PUNCT
cana-4525	383	3	the	the	DET
cana-4525	383	4	system	system	NOUN
cana-4525	383	5	exhibited	exhibit	VERB
cana-4525	383	6	fast	fast	ADJ
cana-4525	383	7	convergence	convergence	NOUN
cana-4525	383	8	times	time	NOUN
cana-4525	383	9	,	,	PUNCT
cana-4525	383	10	validating	validate	VERB
cana-4525	383	11	its	its	PRON
cana-4525	383	12	robustness	robustness	NOUN
cana-4525	383	13	and	and	CCONJ
cana-4525	383	14	reliability	reliability	NOUN
cana-4525	383	15	.	.	PUNCT
cana-4525	384	1	comparative	comparative	ADJ
cana-4525	384	2	analysis	analysis	NOUN
cana-4525	384	3	with	with	ADP
cana-4525	384	4	existing	exist	VERB
cana-4525	384	5	mppt	mppt	NOUN
cana-4525	384	6	algorithms	algorithm	NOUN
cana-4525	384	7	further	further	ADJ
cana-4525	384	8	highlights	highlight	VERB
cana-4525	384	9	the	the	DET
cana-4525	384	10	superior	superior	ADJ
cana-4525	384	11	performance	performance	NOUN
cana-4525	384	12	of	of	ADP
cana-4525	384	13	the	the	DET
cana-4525	384	14	proposed	propose	VERB
cana-4525	384	15	approach	approach	NOUN
cana-4525	384	16	.	.	PUNCT
cana-4525	385	1	thus	thus	ADV
cana-4525	385	2	,	,	PUNCT
cana-4525	385	3	the	the	DET
cana-4525	385	4	hpg	hpg	NOUN
cana-4525	385	5	system	system	NOUN
cana-4525	385	6	offers	offer	VERB
cana-4525	385	7	a	a	DET
cana-4525	385	8	promising	promising	ADJ
cana-4525	385	9	and	and	CCONJ
cana-4525	385	10	feasible	feasible	ADJ
cana-4525	385	11	solution	solution	NOUN
cana-4525	385	12	for	for	ADP
cana-4525	385	13	reliable	reliable	ADJ
cana-4525	385	14	rural	rural	ADJ
cana-4525	385	15	electrification	electrification	NOUN
cana-4525	385	16	in	in	ADP
cana-4525	385	17	developing	develop	VERB
cana-4525	385	18	regions	region	NOUN
cana-4525	385	19	.	.	PUNCT
cana-4525	386	1	future	future	ADJ
cana-4525	386	2	research	research	NOUN
cana-4525	386	3	could	could	AUX
cana-4525	386	4	explore	explore	VERB
cana-4525	386	5	the	the	DET
cana-4525	386	6	integration	integration	NOUN
cana-4525	386	7	of	of	ADP
cana-4525	386	8	additional	additional	ADJ
cana-4525	386	9	renewable	renewable	ADJ
cana-4525	386	10	energy	energy	NOUN
cana-4525	386	11	sources	source	NOUN
cana-4525	386	12	or	or	CCONJ
cana-4525	386	13	advanced	advanced	ADJ
cana-4525	386	14	storage	storage	NOUN
cana-4525	386	15	solutions	solution	NOUN
cana-4525	386	16	to	to	PART
cana-4525	386	17	further	far	ADV
cana-4525	386	18	improve	improve	VERB
cana-4525	386	19	system	system	NOUN
cana-4525	386	20	resilience	resilience	NOUN
cana-4525	386	21	and	and	CCONJ
cana-4525	386	22	scalability	scalability	NOUN
cana-4525	386	23	.	.	PUNCT
cana-4525	387	1	additionally	additionally	ADV
cana-4525	387	2	,	,	PUNCT
cana-4525	387	3	expanding	expand	VERB
cana-4525	387	4	the	the	DET
cana-4525	387	5	optimization	optimization	NOUN
cana-4525	387	6	algorithm	algorithm	NOUN
cana-4525	387	7	to	to	PART
cana-4525	387	8	include	include	VERB
cana-4525	387	9	predictive	predictive	ADJ
cana-4525	387	10	maintenance	maintenance	NOUN
cana-4525	387	11	and	and	CCONJ
cana-4525	387	12	real	real	ADJ
cana-4525	387	13	-	-	PUNCT
cana-4525	387	14	time	time	NOUN
cana-4525	387	15	monitoring	monitoring	NOUN
cana-4525	387	16	could	could	AUX
cana-4525	387	17	enhance	enhance	VERB
cana-4525	387	18	system	system	NOUN
cana-4525	387	19	reliability	reliability	NOUN
cana-4525	387	20	in	in	ADP
cana-4525	387	21	remote	remote	ADJ
cana-4525	387	22	areas	area	NOUN
cana-4525	387	23	.	.	PUNCT
cana-4525	388	1	references	reference	NOUN
cana-4525	388	2	[	[	X
cana-4525	388	3	1	1	X
cana-4525	388	4	]	]	X
cana-4525	388	5	y.	y.	PROPN
cana-4525	388	6	wang	wang	PROPN
cana-4525	388	7	et	et	PROPN
cana-4525	388	8	al	al	PROPN
cana-4525	388	9	.	.	PROPN
cana-4525	388	10	,	,	PUNCT
cana-4525	388	11	"	"	PUNCT
cana-4525	388	12	enhancing	enhance	VERB
cana-4525	388	13	power	power	NOUN
cana-4525	388	14	grid	grid	NOUN
cana-4525	388	15	resilience	resilience	NOUN
cana-4525	388	16	with	with	ADP
cana-4525	388	17	blockchain	blockchain	PROPN
cana-4525	388	18	-	-	PUNCT
cana-4525	388	19	enabled	enable	VERB
cana-4525	388	20	vehicle	vehicle	NOUN
cana-4525	388	21	-	-	PUNCT
cana-4525	388	22	to	to	ADP
cana-4525	388	23	-	-	PUNCT
cana-4525	388	24	vehicle	vehicle	NOUN
cana-4525	388	25	energy	energy	NOUN
cana-4525	388	26	trading	trading	NOUN
cana-4525	388	27	in	in	ADP
cana-4525	388	28	renewable	renewable	ADJ
cana-4525	388	29	energy	energy	NOUN
cana-4525	388	30	integration	integration	NOUN
cana-4525	388	31	,	,	PUNCT
cana-4525	388	32	"	"	PUNCT
cana-4525	388	33	in	in	ADP
cana-4525	388	34	ieee	ieee	NOUN
cana-4525	388	35	transactions	transaction	NOUN
cana-4525	388	36	on	on	ADP
cana-4525	388	37	industry	industry	NOUN
cana-4525	388	38	applications	application	NOUN
cana-4525	388	39	,	,	PUNCT
cana-4525	388	40	vol	vol	NOUN
cana-4525	388	41	.	.	PROPN
cana-4525	388	42	60	60	NUM
cana-4525	388	43	,	,	PUNCT
cana-4525	388	44	no	no	INTJ
cana-4525	388	45	.	.	NOUN
cana-4525	388	46	2	2	NUM
cana-4525	388	47	,	,	PUNCT
cana-4525	388	48	pp	pp	ADJ
cana-4525	388	49	.	.	PUNCT
cana-4525	388	50	2037	2037	NUM
cana-4525	388	51	-	-	SYM
cana-4525	388	52	2052	2052	NUM
cana-4525	388	53	,	,	PUNCT
cana-4525	388	54	march	march	PROPN
cana-4525	388	55	-	-	PUNCT
cana-4525	388	56	april	april	PROPN
cana-4525	388	57	2024	2024	NUM
cana-4525	388	58	,	,	PUNCT
cana-4525	388	59	doi	doi	NOUN
cana-4525	388	60	:	:	PUNCT
cana-4525	388	61	10.1109	10.1109	NUM
cana-4525	388	62	/	/	SYM
cana-4525	388	63	tia.2023.3312639	tia.2023.3312639	PROPN
cana-4525	388	64	.	.	PUNCT
cana-4525	389	1	[	[	X
cana-4525	389	2	2	2	NUM
cana-4525	389	3	]	]	PUNCT
cana-4525	389	4	m.	m.	NOUN
cana-4525	389	5	mahdavi	mahdavi	PROPN
cana-4525	389	6	,	,	PUNCT
cana-4525	389	7	f.	f.	PROPN
cana-4525	389	8	jurado	jurado	PROPN
cana-4525	389	9	,	,	PUNCT
cana-4525	389	10	k.	k.	PROPN
cana-4525	389	11	schmitt	schmitt	PROPN
cana-4525	389	12	and	and	CCONJ
cana-4525	389	13	m.	m.	NOUN
cana-4525	389	14	chamana	chamana	PROPN
cana-4525	389	15	,	,	PUNCT
cana-4525	389	16	"	"	PUNCT
cana-4525	389	17	electricity	electricity	NOUN
cana-4525	389	18	generation	generation	NOUN
cana-4525	389	19	from	from	ADP
cana-4525	389	20	cow	cow	NOUN
cana-4525	389	21	manure	manure	NOUN
cana-4525	389	22	compared	compare	VERB
cana-4525	389	23	to	to	ADP
cana-4525	389	24	wind	wind	NOUN
cana-4525	389	25	and	and	CCONJ
cana-4525	389	26	photovoltaic	photovoltaic	VERB
cana-4525	389	27	electric	electric	ADJ
cana-4525	389	28	power	power	NOUN
cana-4525	389	29	considering	consider	VERB
cana-4525	389	30	load	load	NOUN
cana-4525	389	31	uncertainty	uncertainty	NOUN
cana-4525	389	32	and	and	CCONJ
cana-4525	389	33	communications	communication	NOUN
cana-4525	389	34	on	on	ADP
cana-4525	389	35	applied	apply	VERB
cana-4525	389	36	nonlinear	nonlinear	ADJ
cana-4525	389	37	analysis	analysis	NOUN
cana-4525	389	38	issn	issn	NOUN
cana-4525	389	39	:	:	PUNCT
cana-4525	389	40	1074	1074	NUM
cana-4525	389	41	-	-	PUNCT
cana-4525	389	42	133x	133x	NUM
cana-4525	389	43	vol	vol	NOUN
cana-4525	389	44	32	32	NUM
cana-4525	389	45	no	no	NOUN
cana-4525	389	46	.	.	PUNCT
cana-4525	390	1	9s	9s	NUM
cana-4525	390	2	(	(	PUNCT
cana-4525	390	3	2025	2025	NUM
cana-4525	390	4	)	)	PUNCT
cana-4525	390	5	2402	2402	NUM
cana-4525	391	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	391	2	renewable	renewable	ADJ
cana-4525	391	3	generation	generation	NOUN
cana-4525	391	4	variability	variability	NOUN
cana-4525	391	5	,	,	PUNCT
cana-4525	391	6	"	"	PUNCT
cana-4525	391	7	in	in	ADP
cana-4525	391	8	ieee	ieee	NOUN
cana-4525	391	9	transactions	transaction	NOUN
cana-4525	391	10	on	on	ADP
cana-4525	391	11	industry	industry	NOUN
cana-4525	391	12	applications	application	NOUN
cana-4525	391	13	,	,	PUNCT
cana-4525	391	14	vol	vol	NOUN
cana-4525	391	15	.	.	PROPN
cana-4525	392	1	60	60	NUM
cana-4525	392	2	,	,	PUNCT
cana-4525	392	3	no	no	INTJ
cana-4525	392	4	.	.	NOUN
cana-4525	392	5	2	2	NUM
cana-4525	392	6	,	,	PUNCT
cana-4525	392	7	pp	pp	ADJ
cana-4525	392	8	.	.	PUNCT
cana-4525	393	1	3543	3543	NUM
cana-4525	393	2	-	-	SYM
cana-4525	393	3	3553	3553	NUM
cana-4525	393	4	,	,	PUNCT
cana-4525	393	5	march	march	PROPN
cana-4525	393	6	-	-	PUNCT
cana-4525	393	7	april	april	PROPN
cana-4525	393	8	2024	2024	NUM
cana-4525	393	9	,	,	PUNCT
cana-4525	393	10	doi	doi	NOUN
cana-4525	393	11	:	:	PUNCT
cana-4525	393	12	10.1109	10.1109	NUM
cana-4525	393	13	/	/	SYM
cana-4525	393	14	tia.2023.3330457	tia.2023.3330457	NOUN
cana-4525	393	15	.	.	PUNCT
cana-4525	394	1	[	[	X
cana-4525	394	2	3	3	NUM
cana-4525	394	3	]	]	PUNCT
cana-4525	394	4	l.	l.	PROPN
cana-4525	394	5	xie	xie	PROPN
cana-4525	394	6	,	,	PUNCT
cana-4525	394	7	x.	x.	PROPN
cana-4525	394	8	zheng	zheng	PROPN
cana-4525	394	9	,	,	PUNCT
cana-4525	394	10	y.	y.	PROPN
cana-4525	394	11	sun	sun	PROPN
cana-4525	394	12	,	,	PUNCT
cana-4525	394	13	t.	t.	PROPN
cana-4525	394	14	huang	huang	PROPN
cana-4525	394	15	and	and	CCONJ
cana-4525	394	16	t.	t.	PROPN
cana-4525	394	17	bruton	bruton	PROPN
cana-4525	394	18	,	,	PUNCT
cana-4525	394	19	"	"	PUNCT
cana-4525	394	20	massively	massively	ADV
cana-4525	394	21	digitized	digitize	VERB
cana-4525	394	22	power	power	NOUN
cana-4525	394	23	grid	grid	NOUN
cana-4525	394	24	:	:	PUNCT
cana-4525	394	25	opportunities	opportunity	NOUN
cana-4525	394	26	and	and	CCONJ
cana-4525	394	27	challenges	challenge	NOUN
cana-4525	394	28	of	of	ADP
cana-4525	394	29	use	use	NOUN
cana-4525	394	30	-	-	PUNCT
cana-4525	394	31	inspired	inspire	VERB
cana-4525	394	32	ai	ai	NOUN
cana-4525	394	33	,	,	PUNCT
cana-4525	394	34	"	"	PUNCT
cana-4525	394	35	in	in	ADP
cana-4525	394	36	proceedings	proceeding	NOUN
cana-4525	394	37	of	of	ADP
cana-4525	394	38	the	the	DET
cana-4525	394	39	ieee	ieee	NOUN
cana-4525	394	40	,	,	PUNCT
cana-4525	394	41	vol	vol	NOUN
cana-4525	394	42	.	.	NOUN
cana-4525	394	43	111	111	NUM
cana-4525	394	44	,	,	PUNCT
cana-4525	394	45	no	no	INTJ
cana-4525	394	46	.	.	NOUN
cana-4525	394	47	7	7	NUM
cana-4525	394	48	,	,	PUNCT
cana-4525	394	49	pp	pp	ADJ
cana-4525	394	50	.	.	PUNCT
cana-4525	395	1	762	762	NUM
cana-4525	395	2	-	-	SYM
cana-4525	395	3	787	787	NUM
cana-4525	395	4	,	,	PUNCT
cana-4525	395	5	july	july	PROPN
cana-4525	395	6	2023	2023	NUM
cana-4525	395	7	,	,	PUNCT
cana-4525	395	8	doi	doi	NOUN
cana-4525	395	9	:	:	PUNCT
cana-4525	395	10	10.1109	10.1109	NUM
cana-4525	395	11	/	/	SYM
cana-4525	395	12	jproc.2022.3175070	jproc.2022.3175070	NOUN
cana-4525	395	13	.	.	PUNCT
cana-4525	396	1	[	[	X
cana-4525	396	2	4	4	X
cana-4525	396	3	]	]	PUNCT
cana-4525	396	4	s.	s.	PROPN
cana-4525	396	5	roy	roy	PROPN
cana-4525	396	6	,	,	PUNCT
cana-4525	396	7	s.	s.	PROPN
cana-4525	396	8	tufail	tufail	PROPN
cana-4525	396	9	,	,	PUNCT
cana-4525	396	10	m.	m.	NOUN
cana-4525	396	11	tariq	tariq	PROPN
cana-4525	396	12	and	and	CCONJ
cana-4525	396	13	a.	a.	NOUN
cana-4525	396	14	sarwat	sarwat	PROPN
cana-4525	396	15	,	,	PUNCT
cana-4525	396	16	"	"	PUNCT
cana-4525	396	17	photovoltaic	photovoltaic	NOUN
cana-4525	396	18	inverter	inverter	ADJ
cana-4525	396	19	failure	failure	NOUN
cana-4525	396	20	mechanism	mechanism	NOUN
cana-4525	396	21	estimation	estimation	NOUN
cana-4525	396	22	using	use	VERB
cana-4525	396	23	unsupervised	unsupervised	ADJ
cana-4525	396	24	machine	machine	NOUN
cana-4525	396	25	learning	learning	NOUN
cana-4525	396	26	and	and	CCONJ
cana-4525	396	27	reliability	reliability	NOUN
cana-4525	396	28	assessment	assessment	NOUN
cana-4525	396	29	,	,	PUNCT
cana-4525	396	30	"	"	PUNCT
cana-4525	396	31	in	in	ADP
cana-4525	396	32	ieee	ieee	NOUN
cana-4525	396	33	transactions	transaction	NOUN
cana-4525	396	34	on	on	ADP
cana-4525	396	35	reliability	reliability	NOUN
cana-4525	396	36	,	,	PUNCT
cana-4525	396	37	vol	vol	NOUN
cana-4525	396	38	.	.	PROPN
cana-4525	397	1	73	73	NUM
cana-4525	397	2	,	,	PUNCT
cana-4525	397	3	no	no	INTJ
cana-4525	397	4	.	.	NOUN
cana-4525	397	5	3	3	NUM
cana-4525	397	6	,	,	PUNCT
cana-4525	397	7	pp	pp	ADJ
cana-4525	397	8	.	.	PUNCT
cana-4525	398	1	1418	1418	NUM
cana-4525	398	2	-	-	SYM
cana-4525	398	3	1432	1432	NUM
cana-4525	398	4	,	,	PUNCT
cana-4525	398	5	sept	sept	PROPN
cana-4525	398	6	.	.	PROPN
cana-4525	398	7	2024	2024	NUM
cana-4525	398	8	,	,	PUNCT
cana-4525	398	9	doi	doi	NOUN
cana-4525	398	10	:	:	PUNCT
cana-4525	398	11	10.1109	10.1109	NUM
cana-4525	398	12	/	/	SYM
cana-4525	398	13	tr.2024.3359540	tr.2024.3359540	NOUN
cana-4525	398	14	.	.	PUNCT
cana-4525	399	1	[	[	X
cana-4525	399	2	5	5	X
cana-4525	399	3	]	]	PUNCT
cana-4525	399	4	k.	k.	PROPN
cana-4525	399	5	baranwal	baranwal	PROPN
cana-4525	399	6	,	,	PUNCT
cana-4525	399	7	p.	p.	PROPN
cana-4525	399	8	prakash	prakash	PROPN
cana-4525	399	9	and	and	CCONJ
cana-4525	399	10	v.	v.	PROPN
cana-4525	399	11	k.	k.	PROPN
cana-4525	399	12	yadav	yadav	PROPN
cana-4525	399	13	,	,	PUNCT
cana-4525	399	14	"	"	PUNCT
cana-4525	399	15	a	a	DET
cana-4525	399	16	modified	modify	VERB
cana-4525	399	17	bypass	bypass	NOUN
cana-4525	399	18	circuit	circuit	NOUN
cana-4525	399	19	for	for	ADP
cana-4525	399	20	improved	improved	ADJ
cana-4525	399	21	reliability	reliability	NOUN
cana-4525	399	22	of	of	ADP
cana-4525	399	23	pv	pv	NOUN
cana-4525	399	24	module	module	NOUN
cana-4525	399	25	validated	validate	VERB
cana-4525	399	26	with	with	ADP
cana-4525	399	27	real	real	ADJ
cana-4525	399	28	-	-	PUNCT
cana-4525	399	29	time	time	NOUN
cana-4525	399	30	data	datum	NOUN
cana-4525	399	31	,	,	PUNCT
cana-4525	399	32	"	"	PUNCT
cana-4525	399	33	in	in	ADP
cana-4525	399	34	ieee	ieee	NOUN
cana-4525	399	35	transactions	transaction	NOUN
cana-4525	399	36	on	on	ADP
cana-4525	399	37	device	device	NOUN
cana-4525	399	38	and	and	CCONJ
cana-4525	399	39	materials	material	NOUN
cana-4525	399	40	reliability	reliability	NOUN
cana-4525	399	41	,	,	PUNCT
cana-4525	399	42	vol	vol	NOUN
cana-4525	399	43	.	.	PROPN
cana-4525	399	44	23	23	NUM
cana-4525	399	45	,	,	PUNCT
cana-4525	399	46	no	no	INTJ
cana-4525	399	47	.	.	NOUN
cana-4525	399	48	2	2	NUM
cana-4525	399	49	,	,	PUNCT
cana-4525	399	50	pp	pp	ADJ
cana-4525	399	51	.	.	PUNCT
cana-4525	400	1	187	187	NUM
cana-4525	400	2	-	-	SYM
cana-4525	400	3	197	197	NUM
cana-4525	400	4	,	,	PUNCT
cana-4525	400	5	june	june	PROPN
cana-4525	400	6	2023	2023	NUM
cana-4525	400	7	,	,	PUNCT
cana-4525	400	8	doi	doi	NOUN
cana-4525	400	9	:	:	PUNCT
cana-4525	400	10	10.1109	10.1109	NUM
cana-4525	400	11	/	/	SYM
cana-4525	400	12	tdmr.2023.3247809	tdmr.2023.3247809	PROPN
cana-4525	400	13	.	.	PUNCT
cana-4525	401	1	[	[	X
cana-4525	401	2	6	6	NUM
cana-4525	401	3	]	]	PUNCT
cana-4525	401	4	m.	m.	NOUN
cana-4525	401	5	oun	oun	PROPN
cana-4525	401	6	,	,	PUNCT
cana-4525	401	7	a.	a.	NOUN
cana-4525	401	8	amin	amin	PROPN
cana-4525	401	9	,	,	PUNCT
cana-4525	401	10	m.	m.	NOUN
cana-4525	401	11	a.	a.	PROPN
cana-4525	401	12	qureshi	qureshi	PROPN
cana-4525	401	13	,	,	PUNCT
cana-4525	401	14	a.	a.	PROPN
cana-4525	401	15	r.	r.	PROPN
cana-4525	401	16	bhatti	bhatti	PROPN
cana-4525	401	17	,	,	PUNCT
cana-4525	401	18	and	and	CCONJ
cana-4525	401	19	m.	m.	NOUN
cana-4525	401	20	m.	m.	PROPN
cana-4525	401	21	ali	ali	PROPN
cana-4525	401	22	,	,	PUNCT
cana-4525	401	23	"	"	PUNCT
cana-4525	401	24	deep	deep	ADJ
cana-4525	401	25	learning	learning	NOUN
cana-4525	401	26	based	base	VERB
cana-4525	401	27	buck	buck	NOUN
cana-4525	401	28	-	-	PUNCT
cana-4525	401	29	boost	boost	NOUN
cana-4525	401	30	converter	converter	NOUN
cana-4525	401	31	for	for	ADP
cana-4525	401	32	pv	pv	NOUN
cana-4525	401	33	modules	module	NOUN
cana-4525	401	34	,	,	PUNCT
cana-4525	401	35	"	"	PUNCT
cana-4525	401	36	heliyon	heliyon	NOUN
cana-4525	401	37	,	,	PUNCT
cana-4525	401	38	vol	vol	NOUN
cana-4525	401	39	.	.	PROPN
cana-4525	401	40	10	10	NUM
cana-4525	401	41	,	,	PUNCT
cana-4525	401	42	no	no	INTJ
cana-4525	401	43	.	.	NOUN
cana-4525	401	44	5	5	NUM
cana-4525	401	45	,	,	PUNCT
cana-4525	401	46	2024	2024	NUM
cana-4525	401	47	,	,	PUNCT
cana-4525	401	48	art	art	NOUN
cana-4525	401	49	.	.	PUNCT
cana-4525	402	1	no	no	INTJ
cana-4525	402	2	.	.	PUNCT
cana-4525	403	1	e27405	e27405	PROPN
cana-4525	403	2	.	.	PUNCT
cana-4525	404	1	[	[	X
cana-4525	404	2	online	online	X
cana-4525	404	3	]	]	X
cana-4525	404	4	.	.	PUNCT
cana-4525	405	1	available	available	ADJ
cana-4525	405	2	:	:	PUNCT
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cana-4525	405	4	.	.	PUNCT
cana-4525	406	1	[	[	X
cana-4525	406	2	7	7	X
cana-4525	406	3	]	]	X
cana-4525	406	4	y.	y.	PROPN
cana-4525	406	5	liu	liu	PROPN
cana-4525	406	6	,	,	PUNCT
cana-4525	406	7	g.	g.	PROPN
cana-4525	406	8	zhao	zhao	PROPN
cana-4525	406	9	,	,	PUNCT
cana-4525	406	10	x.	x.	PROPN
cana-4525	406	11	tian	tian	PROPN
cana-4525	406	12	and	and	CCONJ
cana-4525	406	13	w.	w.	PROPN
cana-4525	406	14	li	li	PROPN
cana-4525	406	15	,	,	PUNCT
cana-4525	406	16	"	"	PUNCT
cana-4525	406	17	exploration	exploration	NOUN
cana-4525	406	18	and	and	CCONJ
cana-4525	406	19	practice	practice	NOUN
cana-4525	406	20	of	of	ADP
cana-4525	406	21	typical	typical	ADJ
cana-4525	406	22	models	model	NOUN
cana-4525	406	23	of	of	ADP
cana-4525	406	24	rural	rural	ADJ
cana-4525	406	25	electrification	electrification	NOUN
cana-4525	406	26	under	under	ADP
cana-4525	406	27	the	the	DET
cana-4525	406	28	background	background	NOUN
cana-4525	406	29	of	of	ADP
cana-4525	406	30	energy	energy	NOUN
cana-4525	406	31	intelligence	intelligence	NOUN
cana-4525	406	32	,	,	PUNCT
cana-4525	406	33	"	"	PUNCT
cana-4525	406	34	2024	2024	NUM
cana-4525	406	35	ieee	ieee	PROPN
cana-4525	406	36	international	international	ADJ
cana-4525	406	37	conference	conference	NOUN
cana-4525	406	38	on	on	ADP
cana-4525	406	39	information	information	NOUN
cana-4525	406	40	technology	technology	NOUN
cana-4525	406	41	,	,	PUNCT
cana-4525	406	42	electronics	electronic	NOUN
cana-4525	406	43	and	and	CCONJ
cana-4525	406	44	intelligent	intelligent	ADJ
cana-4525	406	45	communication	communication	NOUN
cana-4525	406	46	systems	system	NOUN
cana-4525	406	47	(	(	PUNCT
cana-4525	406	48	iciteics	iciteic	NOUN
cana-4525	406	49	)	)	PUNCT
cana-4525	406	50	,	,	PUNCT
cana-4525	406	51	bangalore	bangalore	PROPN
cana-4525	406	52	,	,	PUNCT
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cana-4525	406	54	,	,	PUNCT
cana-4525	406	55	2024	2024	NUM
cana-4525	406	56	,	,	PUNCT
cana-4525	406	57	pp	pp	ADJ
cana-4525	406	58	.	.	PUNCT
cana-4525	407	1	1	1	NUM
cana-4525	407	2	-	-	SYM
cana-4525	407	3	5	5	NUM
cana-4525	407	4	,	,	PUNCT
cana-4525	407	5	doi	doi	NOUN
cana-4525	407	6	:	:	PUNCT
cana-4525	407	7	10.1109	10.1109	NUM
cana-4525	407	8	/	/	SYM
cana-4525	407	9	iciteics61368.2024.10625152	iciteics61368.2024.10625152	NOUN
cana-4525	407	10	.	.	PUNCT
cana-4525	408	1	[	[	X
cana-4525	408	2	8	8	NUM
cana-4525	408	3	]	]	PUNCT
cana-4525	408	4	a.	a.	NOUN
cana-4525	408	5	chellakhi	chellakhi	PROPN
cana-4525	408	6	,	,	PUNCT
cana-4525	408	7	s.	s.	PROPN
cana-4525	408	8	el	el	PROPN
cana-4525	408	9	beid	beid	PROPN
cana-4525	408	10	,	,	PUNCT
cana-4525	408	11	and	and	CCONJ
cana-4525	408	12	y.	y.	PROPN
cana-4525	408	13	abouelmahjoub	abouelmahjoub	NOUN
cana-4525	408	14	,	,	PUNCT
cana-4525	408	15	"	"	PUNCT
cana-4525	408	16	an	an	DET
cana-4525	408	17	improved	improved	ADJ
cana-4525	408	18	adaptable	adaptable	ADJ
cana-4525	408	19	step	step	NOUN
cana-4525	408	20	-	-	PUNCT
cana-4525	408	21	size	size	NOUN
cana-4525	408	22	p&o	p&o	PROPN
cana-4525	408	23	mppt	mppt	NOUN
cana-4525	408	24	approach	approach	VERB
cana-4525	408	25	for	for	ADP
cana-4525	408	26	standalone	standalone	ADJ
cana-4525	408	27	photovoltaic	photovoltaic	NOUN
cana-4525	408	28	systems	system	NOUN
cana-4525	408	29	with	with	ADP
cana-4525	408	30	battery	battery	NOUN
cana-4525	408	31	station	station	NOUN
cana-4525	408	32	,	,	PUNCT
cana-4525	408	33	"	"	PUNCT
cana-4525	408	34	simulation	simulation	NOUN
cana-4525	408	35	modelling	model	VERB
cana-4525	408	36	practice	practice	NOUN
cana-4525	408	37	and	and	CCONJ
cana-4525	408	38	theory	theory	NOUN
cana-4525	408	39	,	,	PUNCT
cana-4525	408	40	vol	vol	NOUN
cana-4525	408	41	.	.	PROPN
cana-4525	408	42	121	121	NUM
cana-4525	408	43	,	,	PUNCT
cana-4525	408	44	2022	2022	NUM
cana-4525	408	45	,	,	PUNCT
cana-4525	408	46	art	art	NOUN
cana-4525	408	47	.	.	PUNCT
cana-4525	409	1	no	no	INTJ
cana-4525	409	2	.	.	NOUN
cana-4525	410	1	102655	102655	NUM
cana-4525	410	2	.	.	PUNCT
cana-4525	411	1	[	[	X
cana-4525	411	2	online	online	X
cana-4525	411	3	]	]	X
cana-4525	411	4	.	.	PUNCT
cana-4525	412	1	available	available	ADJ
cana-4525	412	2	:	:	PUNCT
cana-4525	412	3	https://doi.org/10.1016/j.simpat.2022.102655	https://doi.org/10.1016/j.simpat.2022.102655	NOUN
cana-4525	412	4	.	.	PUNCT
cana-4525	413	1	[	[	X
cana-4525	413	2	9	9	NUM
cana-4525	413	3	]	]	X
cana-4525	413	4	h.	h.	PROPN
cana-4525	413	5	abouobaida	abouobaida	PROPN
cana-4525	413	6	,	,	PUNCT
cana-4525	413	7	y.	y.	PROPN
cana-4525	413	8	mchaouar	mchaouar	PROPN
cana-4525	413	9	,	,	PUNCT
cana-4525	413	10	y.	y.	PROPN
cana-4525	413	11	abouelmahjoub	abouelmahjoub	PROPN
cana-4525	413	12	,	,	PUNCT
cana-4525	413	13	h.	h.	PROPN
cana-4525	413	14	mahmoudi	mahmoudi	PROPN
cana-4525	413	15	,	,	PUNCT
cana-4525	413	16	a.	a.	NOUN
cana-4525	413	17	abbou	abbou	NOUN
cana-4525	413	18	,	,	PUNCT
cana-4525	413	19	and	and	CCONJ
cana-4525	413	20	m.	m.	PROPN
cana-4525	413	21	jamil	jamil	PROPN
cana-4525	413	22	,	,	PUNCT
cana-4525	413	23	"	"	PUNCT
cana-4525	413	24	performance	performance	NOUN
cana-4525	413	25	optimization	optimization	NOUN
cana-4525	413	26	of	of	ADP
cana-4525	413	27	the	the	DET
cana-4525	413	28	inc	inc	PROPN
cana-4525	413	29	-	-	ADJ
cana-4525	413	30	cond	cond	ADJ
cana-4525	413	31	fuzzy	fuzzy	ADJ
cana-4525	413	32	mppt	mppt	NOUN
cana-4525	413	33	based	base	VERB
cana-4525	413	34	on	on	ADP
cana-4525	413	35	a	a	DET
cana-4525	413	36	variable	variable	ADJ
cana-4525	413	37	step	step	NOUN
cana-4525	413	38	for	for	ADP
cana-4525	413	39	photovoltaic	photovoltaic	NOUN
cana-4525	413	40	systems	system	NOUN
cana-4525	413	41	,	,	PUNCT
cana-4525	413	42	"	"	PUNCT
cana-4525	413	43	optik	optik	PROPN
cana-4525	413	44	,	,	PUNCT
cana-4525	413	45	vol	vol	NOUN
cana-4525	413	46	.	.	PROPN
cana-4525	413	47	278	278	NUM
cana-4525	413	48	,	,	PUNCT
cana-4525	413	49	2023	2023	NUM
cana-4525	413	50	,	,	PUNCT
cana-4525	413	51	art	art	NOUN
cana-4525	413	52	.	.	PUNCT
cana-4525	414	1	no	no	INTJ
cana-4525	414	2	.	.	NOUN
cana-4525	415	1	170657	170657	NUM
cana-4525	415	2	.	.	PUNCT
cana-4525	416	1	[	[	X
cana-4525	416	2	online	online	X
cana-4525	416	3	]	]	X
cana-4525	416	4	.	.	PUNCT
cana-4525	417	1	available	available	ADJ
cana-4525	417	2	:	:	PUNCT
cana-4525	418	1	https://doi.org/10.1016/j.ijleo.2023.170657	https://doi.org/10.1016/j.ijleo.2023.170657	NOUN
cana-4525	418	2	.	.	PUNCT
cana-4525	419	1	[	[	X
cana-4525	419	2	10	10	NUM
cana-4525	419	3	]	]	X
cana-4525	419	4	b.	b.	PROPN
cana-4525	419	5	gu	gu	PROPN
cana-4525	419	6	et	et	PROPN
cana-4525	419	7	al	al	PROPN
cana-4525	419	8	.	.	PROPN
cana-4525	419	9	,	,	PUNCT
cana-4525	419	10	"	"	PUNCT
cana-4525	419	11	optimal	optimal	ADJ
cana-4525	419	12	charge	charge	NOUN
cana-4525	419	13	/	/	SYM
cana-4525	419	14	discharge	discharge	NOUN
cana-4525	419	15	scheduling	scheduling	NOUN
cana-4525	419	16	for	for	ADP
cana-4525	419	17	batteries	battery	NOUN
cana-4525	419	18	in	in	ADP
cana-4525	419	19	energy	energy	NOUN
cana-4525	419	20	router	router	NOUN
cana-4525	419	21	-	-	PUNCT
cana-4525	419	22	based	base	VERB
cana-4525	419	23	microgrids	microgrid	NOUN
cana-4525	419	24	of	of	ADP
cana-4525	419	25	prosumers	prosumer	NOUN
cana-4525	419	26	via	via	ADP
cana-4525	419	27	peer	peer	NOUN
cana-4525	419	28	-	-	PUNCT
cana-4525	419	29	to	to	ADP
cana-4525	419	30	-	-	PUNCT
cana-4525	419	31	peer	peer	NOUN
cana-4525	419	32	trading	trading	NOUN
cana-4525	419	33	,	,	PUNCT
cana-4525	419	34	"	"	PUNCT
cana-4525	419	35	in	in	ADP
cana-4525	419	36	ieee	ieee	NOUN
cana-4525	419	37	transactions	transaction	NOUN
cana-4525	419	38	on	on	ADP
cana-4525	419	39	sustainable	sustainable	ADJ
cana-4525	419	40	energy	energy	NOUN
cana-4525	419	41	,	,	PUNCT
cana-4525	419	42	vol	vol	NOUN
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cana-4525	419	44	13	13	NUM
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cana-4525	419	46	no	no	INTJ
cana-4525	419	47	.	.	NOUN
cana-4525	419	48	3	3	NUM
cana-4525	419	49	,	,	PUNCT
cana-4525	419	50	pp	pp	ADJ
cana-4525	419	51	.	.	PUNCT
cana-4525	420	1	1315	1315	NUM
cana-4525	420	2	-	-	SYM
cana-4525	420	3	1328	1328	NUM
cana-4525	420	4	,	,	PUNCT
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cana-4525	420	6	2022	2022	NUM
cana-4525	420	7	,	,	PUNCT
cana-4525	420	8	doi	doi	NOUN
cana-4525	420	9	:	:	PUNCT
cana-4525	420	10	10.1109	10.1109	NUM
cana-4525	420	11	/	/	SYM
cana-4525	420	12	tste.2022.3154145	tste.2022.3154145	NOUN
cana-4525	420	13	.	.	PUNCT
cana-4525	421	1	[	[	X
cana-4525	421	2	11	11	NUM
cana-4525	421	3	]	]	X
cana-4525	421	4	o.	o.	PROPN
cana-4525	421	5	s.	s.	PROPN
cana-4525	421	6	alemdar	alemdar	PROPN
cana-4525	421	7	,	,	PUNCT
cana-4525	421	8	m.	m.	NOUN
cana-4525	421	9	u.	u.	PROPN
cana-4525	421	10	oner	oner	PROPN
cana-4525	421	11	,	,	PUNCT
cana-4525	421	12	o.	o.	NOUN
cana-4525	421	13	altun	altun	NOUN
cana-4525	421	14	and	and	CCONJ
cana-4525	421	15	o.	o.	PROPN
cana-4525	421	16	keysan	keysan	NOUN
cana-4525	421	17	,	,	PUNCT
cana-4525	421	18	"	"	PUNCT
cana-4525	421	19	ripple	ripple	ADJ
cana-4525	421	20	minimization	minimization	NOUN
cana-4525	421	21	in	in	ADP
cana-4525	421	22	asymmetric	asymmetric	ADJ
cana-4525	421	23	interleaved	interleave	VERB
cana-4525	421	24	dc	dc	PROPN
cana-4525	421	25	–	–	PUNCT
cana-4525	421	26	dc	dc	PROPN
cana-4525	421	27	converters	converter	NOUN
cana-4525	421	28	using	use	VERB
cana-4525	421	29	neural	neural	ADJ
cana-4525	421	30	networks	network	NOUN
cana-4525	421	31	,	,	PUNCT
cana-4525	421	32	"	"	PUNCT
cana-4525	421	33	in	in	ADP
cana-4525	421	34	ieee	ieee	NOUN
cana-4525	421	35	transactions	transaction	NOUN
cana-4525	421	36	on	on	ADP
cana-4525	421	37	power	power	NOUN
cana-4525	421	38	electronics	electronic	NOUN
cana-4525	421	39	,	,	PUNCT
cana-4525	421	40	vol	vol	NOUN
cana-4525	421	41	.	.	PROPN
cana-4525	421	42	39	39	NUM
cana-4525	421	43	,	,	PUNCT
cana-4525	421	44	no	no	INTJ
cana-4525	421	45	.	.	NOUN
cana-4525	421	46	3	3	NUM
cana-4525	421	47	,	,	PUNCT
cana-4525	421	48	pp	pp	ADJ
cana-4525	421	49	.	.	PUNCT
cana-4525	422	1	3411	3411	NUM
cana-4525	422	2	-	-	SYM
cana-4525	422	3	3421	3421	NUM
cana-4525	422	4	,	,	PUNCT
cana-4525	422	5	march	march	PROPN
cana-4525	422	6	2024	2024	NUM
cana-4525	422	7	,	,	PUNCT
cana-4525	422	8	doi	doi	NOUN
cana-4525	422	9	:	:	PUNCT
cana-4525	422	10	10.1109	10.1109	NUM
cana-4525	422	11	/	/	SYM
cana-4525	422	12	tpel.2023.3339699	tpel.2023.3339699	NOUN
cana-4525	422	13	.	.	PUNCT
cana-4525	423	1	[	[	X
cana-4525	423	2	12	12	NUM
cana-4525	423	3	]	]	PUNCT
cana-4525	423	4	p.	p.	PROPN
cana-4525	423	5	manasa	manasa	PROPN
cana-4525	423	6	et	et	PROPN
cana-4525	423	7	al	al	PROPN
cana-4525	423	8	.	.	PROPN
cana-4525	423	9	,	,	PUNCT
cana-4525	423	10	"	"	PUNCT
cana-4525	423	11	tweet	tweet	NOUN
cana-4525	423	12	spam	spam	NOUN
cana-4525	423	13	detection	detection	NOUN
cana-4525	423	14	using	use	VERB
cana-4525	423	15	machine	machine	NOUN
cana-4525	423	16	learning	learning	NOUN
cana-4525	423	17	and	and	CCONJ
cana-4525	423	18	swarm	swarm	NOUN
cana-4525	423	19	optimization	optimization	NOUN
cana-4525	423	20	techniques	technique	NOUN
cana-4525	423	21	,	,	PUNCT
cana-4525	423	22	"	"	PUNCT
cana-4525	423	23	in	in	ADP
cana-4525	423	24	ieee	ieee	NOUN
cana-4525	423	25	transactions	transaction	NOUN
cana-4525	423	26	on	on	ADP
cana-4525	423	27	computational	computational	ADJ
cana-4525	423	28	social	social	ADJ
cana-4525	423	29	systems	system	NOUN
cana-4525	423	30	,	,	PUNCT
cana-4525	423	31	vol	vol	NOUN
cana-4525	423	32	.	.	PROPN
cana-4525	423	33	11	11	NUM
cana-4525	423	34	,	,	PUNCT
cana-4525	423	35	no	no	INTJ
cana-4525	423	36	.	.	NOUN
cana-4525	423	37	4	4	NUM
cana-4525	423	38	,	,	PUNCT
cana-4525	423	39	pp	pp	ADJ
cana-4525	423	40	.	.	PUNCT
cana-4525	423	41	48704877	48704877	NUM
cana-4525	423	42	,	,	PUNCT
cana-4525	423	43	aug	aug	PROPN
cana-4525	423	44	.	.	PROPN
cana-4525	423	45	2024	2024	NUM
cana-4525	423	46	,	,	PUNCT
cana-4525	423	47	doi	doi	NOUN
cana-4525	423	48	:	:	PUNCT
cana-4525	423	49	10.1109	10.1109	NUM
cana-4525	423	50	/	/	SYM
cana-4525	423	51	tcss.2022.3230823	tcss.2022.3230823	NOUN
cana-4525	423	52	.	.	PUNCT
cana-4525	424	1	[	[	X
cana-4525	424	2	13	13	NUM
cana-4525	424	3	]	]	PUNCT
cana-4525	424	4	a.	a.	NOUN
cana-4525	424	5	awad	awad	PROPN
cana-4525	424	6	,	,	PUNCT
cana-4525	424	7	a.	a.	NOUN
cana-4525	424	8	hawash	hawash	PROPN
cana-4525	424	9	and	and	CCONJ
cana-4525	424	10	b.	b.	PROPN
cana-4525	424	11	abdalhaq	abdalhaq	PROPN
cana-4525	424	12	,	,	PUNCT
cana-4525	424	13	"	"	PUNCT
cana-4525	424	14	a	a	DET
cana-4525	424	15	genetic	genetic	ADJ
cana-4525	424	16	algorithm	algorithm	NOUN
cana-4525	424	17	(	(	PUNCT
cana-4525	424	18	ga	ga	NOUN
cana-4525	424	19	)	)	PUNCT
cana-4525	424	20	and	and	CCONJ
cana-4525	424	21	swarm	swarm	NOUN
cana-4525	424	22	-	-	PUNCT
cana-4525	424	23	based	base	VERB
cana-4525	424	24	binary	binary	ADJ
cana-4525	424	25	decision	decision	NOUN
cana-4525	424	26	diagram	diagram	NOUN
cana-4525	424	27	(	(	PUNCT
cana-4525	424	28	bdd	bdd	PROPN
cana-4525	424	29	)	)	PUNCT
cana-4525	424	30	reordering	reordering	NOUN
cana-4525	424	31	optimizer	optimizer	NOUN
cana-4525	424	32	reinforced	reinforce	VERB
cana-4525	424	33	with	with	ADP
cana-4525	424	34	recent	recent	ADJ
cana-4525	424	35	operators	operator	NOUN
cana-4525	424	36	,	,	PUNCT
cana-4525	424	37	"	"	PUNCT
cana-4525	424	38	in	in	ADP
cana-4525	424	39	ieee	ieee	NOUN
cana-4525	424	40	transactions	transaction	NOUN
cana-4525	424	41	on	on	ADP
cana-4525	424	42	evolutionary	evolutionary	ADJ
cana-4525	424	43	computation	computation	NOUN
cana-4525	424	44	,	,	PUNCT
cana-4525	424	45	vol	vol	NOUN
cana-4525	424	46	.	.	PROPN
cana-4525	424	47	27	27	NUM
cana-4525	424	48	,	,	PUNCT
cana-4525	424	49	no	no	INTJ
cana-4525	424	50	.	.	NOUN
cana-4525	424	51	3	3	NUM
cana-4525	424	52	,	,	PUNCT
cana-4525	424	53	pp	pp	ADJ
cana-4525	424	54	.	.	PUNCT
cana-4525	424	55	535	535	NUM
cana-4525	424	56	-	-	SYM
cana-4525	424	57	549	549	NUM
cana-4525	424	58	,	,	PUNCT
cana-4525	424	59	june	june	PROPN
cana-4525	424	60	2023	2023	NUM
cana-4525	424	61	,	,	PUNCT
cana-4525	424	62	doi	doi	NOUN
cana-4525	424	63	:	:	PUNCT
cana-4525	424	64	10.1109	10.1109	NUM
cana-4525	424	65	/	/	SYM
cana-4525	424	66	tevc.2022.3170212	tevc.2022.3170212	NUM
cana-4525	424	67	.	.	PUNCT
cana-4525	425	1	communications	communication	NOUN
cana-4525	425	2	on	on	ADP
cana-4525	425	3	applied	apply	VERB
cana-4525	425	4	nonlinear	nonlinear	ADJ
cana-4525	425	5	analysis	analysis	NOUN
cana-4525	425	6	issn	issn	NOUN
cana-4525	425	7	:	:	PUNCT
cana-4525	425	8	1074	1074	NUM
cana-4525	425	9	-	-	PUNCT
cana-4525	425	10	133x	133x	NUM
cana-4525	425	11	vol	vol	NOUN
cana-4525	425	12	32	32	NUM
cana-4525	425	13	no	no	NOUN
cana-4525	425	14	.	.	PUNCT
cana-4525	426	1	9s	9s	NUM
cana-4525	426	2	(	(	PUNCT
cana-4525	426	3	2025	2025	NUM
cana-4525	426	4	)	)	PUNCT
cana-4525	426	5	2403	2403	NUM
cana-4525	426	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	427	1	[	[	X
cana-4525	427	2	14	14	NUM
cana-4525	427	3	]	]	PUNCT
cana-4525	427	4	a.	a.	PROPN
cana-4525	427	5	ostadrahimi	ostadrahimi	PROPN
cana-4525	427	6	and	and	CCONJ
cana-4525	427	7	y.	y.	PROPN
cana-4525	427	8	mahmoud	mahmoud	PROPN
cana-4525	427	9	,	,	PUNCT
cana-4525	427	10	"	"	PUNCT
cana-4525	427	11	novel	novel	ADJ
cana-4525	427	12	spline	spline	NOUN
cana-4525	427	13	-	-	PUNCT
cana-4525	427	14	mppt	mppt	NOUN
cana-4525	427	15	technique	technique	NOUN
cana-4525	427	16	for	for	ADP
cana-4525	427	17	photovoltaic	photovoltaic	NOUN
cana-4525	427	18	systems	system	NOUN
cana-4525	427	19	under	under	ADP
cana-4525	427	20	uniform	uniform	ADJ
cana-4525	427	21	irradiance	irradiance	NOUN
cana-4525	427	22	and	and	CCONJ
cana-4525	427	23	partial	partial	ADJ
cana-4525	427	24	shading	shading	NOUN
cana-4525	427	25	conditions	condition	NOUN
cana-4525	427	26	,	,	PUNCT
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cana-4525	427	28	in	in	ADP
cana-4525	427	29	ieee	ieee	NOUN
cana-4525	427	30	transactions	transaction	NOUN
cana-4525	427	31	on	on	ADP
cana-4525	427	32	sustainable	sustainable	ADJ
cana-4525	427	33	energy	energy	NOUN
cana-4525	427	34	,	,	PUNCT
cana-4525	427	35	vol	vol	NOUN
cana-4525	427	36	.	.	PROPN
cana-4525	428	1	12	12	NUM
cana-4525	428	2	,	,	PUNCT
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cana-4525	428	5	1	1	NUM
cana-4525	428	6	,	,	PUNCT
cana-4525	428	7	pp	pp	ADJ
cana-4525	428	8	.	.	PUNCT
cana-4525	429	1	524	524	NUM
cana-4525	429	2	-	-	SYM
cana-4525	429	3	532	532	NUM
cana-4525	429	4	,	,	PUNCT
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cana-4525	429	8	,	,	PUNCT
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cana-4525	429	10	:	:	PUNCT
cana-4525	429	11	10.1109	10.1109	NUM
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cana-4525	429	13	tste.2020.3009054	tste.2020.3009054	NOUN
cana-4525	429	14	.	.	PUNCT
cana-4525	430	1	[	[	X
cana-4525	430	2	15	15	NUM
cana-4525	430	3	]	]	X
cana-4525	430	4	n.	n.	NOUN
cana-4525	430	5	priyadarshi	priyadarshi	PROPN
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cana-4525	430	7	m.	m.	NOUN
cana-4525	430	8	s.	s.	PROPN
cana-4525	430	9	bhaskar	bhaskar	PROPN
cana-4525	430	10	and	and	CCONJ
cana-4525	430	11	d.	d.	PROPN
cana-4525	430	12	almakhles	almakhles	PROPN
cana-4525	430	13	,	,	PUNCT
cana-4525	430	14	"	"	PUNCT
cana-4525	430	15	a	a	DET
cana-4525	430	16	novel	novel	ADJ
cana-4525	430	17	hybrid	hybrid	ADJ
cana-4525	430	18	whale	whale	NOUN
cana-4525	430	19	optimization	optimization	NOUN
cana-4525	430	20	algorithm	algorithm	NOUN
cana-4525	430	21	differential	differential	NOUN
cana-4525	430	22	evolution	evolution	NOUN
cana-4525	430	23	algorithm	algorithm	NOUN
cana-4525	430	24	-	-	PUNCT
cana-4525	430	25	based	base	VERB
cana-4525	430	26	maximum	maximum	ADJ
cana-4525	430	27	power	power	NOUN
cana-4525	430	28	point	point	NOUN
cana-4525	430	29	tracking	tracking	NOUN
cana-4525	430	30	employed	employ	VERB
cana-4525	430	31	wind	wind	NOUN
cana-4525	430	32	energy	energy	NOUN
cana-4525	430	33	conversion	conversion	NOUN
cana-4525	430	34	systems	system	NOUN
cana-4525	430	35	for	for	ADP
cana-4525	430	36	water	water	NOUN
cana-4525	430	37	pumping	pump	VERB
cana-4525	430	38	applications	application	NOUN
cana-4525	430	39	:	:	PUNCT
cana-4525	430	40	practical	practical	ADJ
cana-4525	430	41	realization	realization	NOUN
cana-4525	430	42	,	,	PUNCT
cana-4525	430	43	"	"	PUNCT
cana-4525	430	44	in	in	ADP
cana-4525	430	45	ieee	ieee	NOUN
cana-4525	430	46	transactions	transaction	NOUN
cana-4525	430	47	on	on	ADP
cana-4525	430	48	industrial	industrial	ADJ
cana-4525	430	49	electronics	electronic	NOUN
cana-4525	430	50	,	,	PUNCT
cana-4525	430	51	vol	vol	NOUN
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cana-4525	430	57	2	2	NUM
cana-4525	430	58	,	,	PUNCT
cana-4525	430	59	pp	pp	ADJ
cana-4525	430	60	.	.	PUNCT
cana-4525	431	1	1641	1641	NUM
cana-4525	431	2	-	-	SYM
cana-4525	431	3	1652	1652	NUM
cana-4525	431	4	,	,	PUNCT
cana-4525	431	5	feb	feb	PROPN
cana-4525	431	6	.	.	PROPN
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cana-4525	431	8	,	,	PUNCT
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cana-4525	431	10	:	:	PUNCT
cana-4525	431	11	10.1109	10.1109	NUM
cana-4525	431	12	/	/	SYM
cana-4525	431	13	tie.2023.3260345	tie.2023.3260345	NOUN
cana-4525	431	14	.	.	PUNCT
cana-4525	432	1	[	[	X
cana-4525	432	2	16	16	NUM
cana-4525	432	3	]	]	PUNCT
cana-4525	432	4	a.	a.	NOUN
cana-4525	432	5	mohammad	mohammad	PROPN
cana-4525	432	6	-	-	PUNCT
cana-4525	432	7	alikhani	alikhani	PROPN
cana-4525	432	8	,	,	PUNCT
cana-4525	432	9	a.	a.	NOUN
cana-4525	432	10	mahmoudi	mahmoudi	NOUN
cana-4525	432	11	,	,	PUNCT
cana-4525	432	12	r.	r.	PROPN
cana-4525	432	13	khezri	khezri	PROPN
cana-4525	432	14	and	and	CCONJ
cana-4525	432	15	s.	s.	PROPN
cana-4525	432	16	kahourzade	kahourzade	PROPN
cana-4525	432	17	,	,	PUNCT
cana-4525	432	18	"	"	PUNCT
cana-4525	432	19	multiobjective	multiobjective	ADJ
cana-4525	432	20	optimization	optimization	NOUN
cana-4525	432	21	of	of	ADP
cana-4525	432	22	system	system	NOUN
cana-4525	432	23	configuration	configuration	NOUN
cana-4525	432	24	and	and	CCONJ
cana-4525	432	25	component	component	NOUN
cana-4525	432	26	capacity	capacity	NOUN
cana-4525	432	27	in	in	ADP
cana-4525	432	28	an	an	DET
cana-4525	432	29	ac	ac	PROPN
cana-4525	432	30	minigrid	minigrid	ADJ
cana-4525	432	31	hybrid	hybrid	ADJ
cana-4525	432	32	power	power	NOUN
cana-4525	432	33	system	system	NOUN
cana-4525	432	34	,	,	PUNCT
cana-4525	432	35	"	"	PUNCT
cana-4525	432	36	in	in	ADP
cana-4525	432	37	ieee	ieee	NOUN
cana-4525	432	38	transactions	transaction	NOUN
cana-4525	432	39	on	on	ADP
cana-4525	432	40	industry	industry	NOUN
cana-4525	432	41	applications	application	NOUN
cana-4525	432	42	,	,	PUNCT
cana-4525	432	43	vol	vol	NOUN
cana-4525	432	44	.	.	PROPN
cana-4525	432	45	58	58	NUM
cana-4525	432	46	,	,	PUNCT
cana-4525	432	47	no	no	INTJ
cana-4525	432	48	.	.	NOUN
cana-4525	432	49	3	3	NUM
cana-4525	432	50	,	,	PUNCT
cana-4525	432	51	pp	pp	ADJ
cana-4525	432	52	.	.	PUNCT
cana-4525	433	1	4158	4158	NUM
cana-4525	433	2	-	-	SYM
cana-4525	433	3	4170	4170	NUM
cana-4525	433	4	,	,	PUNCT
cana-4525	433	5	may	may	PROPN
cana-4525	433	6	-	-	PUNCT
cana-4525	433	7	june	june	PROPN
cana-4525	433	8	2022	2022	NUM
cana-4525	433	9	,	,	PUNCT
cana-4525	433	10	doi	doi	NOUN
cana-4525	433	11	:	:	PUNCT
cana-4525	433	12	10.1109	10.1109	NUM
cana-4525	433	13	/	/	SYM
cana-4525	433	14	tia.2022.3160411	tia.2022.3160411	NOUN
cana-4525	433	15	.	.	PUNCT
cana-4525	434	1	[	[	X
cana-4525	434	2	17	17	NUM
cana-4525	434	3	]	]	X
cana-4525	434	4	p.	p.	NOUN
cana-4525	434	5	kuntal	kuntal	PROPN
cana-4525	434	6	,	,	PUNCT
cana-4525	434	7	a.	a.	PROPN
cana-4525	434	8	mathur	mathur	PROPN
cana-4525	434	9	and	and	CCONJ
cana-4525	434	10	m.	m.	PROPN
cana-4525	434	11	n.	n.	PROPN
cana-4525	434	12	alam	alam	PROPN
cana-4525	434	13	,	,	PUNCT
cana-4525	434	14	"	"	PUNCT
cana-4525	434	15	optimal	optimal	ADJ
cana-4525	434	16	power	power	NOUN
cana-4525	434	17	scheduling	scheduling	NOUN
cana-4525	434	18	of	of	ADP
cana-4525	434	19	hybrid	hybrid	ADJ
cana-4525	434	20	power	power	NOUN
cana-4525	434	21	system	system	NOUN
cana-4525	434	22	,	,	PUNCT
cana-4525	434	23	"	"	PUNCT
cana-4525	434	24	2021	2021	NUM
cana-4525	434	25	ieee	ieee	NOUN
cana-4525	434	26	2nd	2nd	PROPN
cana-4525	434	27	international	international	ADJ
cana-4525	434	28	conference	conference	NOUN
cana-4525	434	29	on	on	ADP
cana-4525	434	30	smart	smart	ADJ
cana-4525	434	31	technologies	technology	NOUN
cana-4525	434	32	for	for	ADP
cana-4525	434	33	power	power	NOUN
cana-4525	434	34	,	,	PUNCT
cana-4525	434	35	energy	energy	NOUN
cana-4525	434	36	and	and	CCONJ
cana-4525	434	37	control	control	NOUN
cana-4525	434	38	(	(	PUNCT
cana-4525	434	39	stpec	stpec	NOUN
cana-4525	434	40	)	)	PUNCT
cana-4525	434	41	,	,	PUNCT
cana-4525	434	42	bilaspur	bilaspur	NOUN
cana-4525	434	43	,	,	PUNCT
cana-4525	434	44	chhattisgarh	chhattisgarh	NOUN
cana-4525	434	45	,	,	PUNCT
cana-4525	434	46	india	india	PROPN
cana-4525	434	47	,	,	PUNCT
cana-4525	434	48	2021	2021	NUM
cana-4525	434	49	,	,	PUNCT
cana-4525	434	50	pp	pp	ADJ
cana-4525	434	51	.	.	PUNCT
cana-4525	435	1	1	1	NUM
cana-4525	435	2	-	-	SYM
cana-4525	435	3	6	6	NUM
cana-4525	435	4	,	,	PUNCT
cana-4525	435	5	doi	doi	NOUN
cana-4525	435	6	:	:	PUNCT
cana-4525	435	7	10.1109	10.1109	NUM
cana-4525	435	8	/	/	SYM
cana-4525	435	9	stpec52385.2021.9718620	stpec52385.2021.9718620	PROPN
cana-4525	435	10	.	.	PUNCT
cana-4525	436	1	[	[	X
cana-4525	436	2	18	18	NUM
cana-4525	436	3	]	]	X
cana-4525	436	4	s.	s.	PROPN
cana-4525	436	5	jha	jha	PROPN
cana-4525	436	6	,	,	PUNCT
cana-4525	436	7	b.	b.	PROPN
cana-4525	436	8	singh	singh	PROPN
cana-4525	436	9	and	and	CCONJ
cana-4525	436	10	s.	s.	PROPN
cana-4525	436	11	mishra	mishra	PROPN
cana-4525	436	12	,	,	PUNCT
cana-4525	436	13	"	"	PUNCT
cana-4525	436	14	control	control	NOUN
cana-4525	436	15	of	of	ADP
cana-4525	436	16	ilc	ilc	PROPN
cana-4525	436	17	in	in	ADP
cana-4525	436	18	an	an	DET
cana-4525	436	19	autonomous	autonomous	ADJ
cana-4525	436	20	ac	ac	PROPN
cana-4525	436	21	–	–	PUNCT
cana-4525	436	22	dc	dc	PROPN
cana-4525	436	23	hybrid	hybrid	ADJ
cana-4525	436	24	microgrid	microgrid	NOUN
cana-4525	436	25	with	with	ADP
cana-4525	436	26	unbalanced	unbalanced	ADJ
cana-4525	436	27	nonlinear	nonlinear	NOUN
cana-4525	436	28	ac	ac	PROPN
cana-4525	436	29	loads	load	NOUN
cana-4525	436	30	,	,	PUNCT
cana-4525	436	31	"	"	PUNCT
cana-4525	436	32	in	in	ADP
cana-4525	436	33	ieee	ieee	NOUN
cana-4525	436	34	transactions	transaction	NOUN
cana-4525	436	35	on	on	ADP
cana-4525	436	36	industrial	industrial	ADJ
cana-4525	436	37	electronics	electronic	NOUN
cana-4525	436	38	,	,	PUNCT
cana-4525	436	39	vol	vol	NOUN
cana-4525	436	40	.	.	PROPN
cana-4525	437	1	70	70	NUM
cana-4525	437	2	,	,	PUNCT
cana-4525	437	3	no	no	INTJ
cana-4525	437	4	.	.	NOUN
cana-4525	437	5	1	1	NUM
cana-4525	437	6	,	,	PUNCT
cana-4525	437	7	pp	pp	ADJ
cana-4525	437	8	.	.	PUNCT
cana-4525	438	1	544	544	NUM
cana-4525	438	2	-	-	SYM
cana-4525	438	3	554	554	NUM
cana-4525	438	4	,	,	PUNCT
cana-4525	438	5	jan	jan	PROPN
cana-4525	438	6	.	.	PROPN
cana-4525	438	7	2023	2023	NUM
cana-4525	438	8	,	,	PUNCT
cana-4525	438	9	doi	doi	NOUN
cana-4525	438	10	:	:	PUNCT
cana-4525	438	11	10.1109	10.1109	NUM
cana-4525	438	12	/	/	SYM
cana-4525	438	13	tie.2022.3148754	tie.2022.3148754	NUM
cana-4525	438	14	.	.	PUNCT
cana-4525	439	1	[	[	X
cana-4525	439	2	19	19	NUM
cana-4525	439	3	]	]	PUNCT
cana-4525	439	4	s.	s.	PROPN
cana-4525	439	5	el	el	PROPN
cana-4525	439	6	idrissi	idrissi	PROPN
cana-4525	439	7	essebtey	essebtey	PROPN
cana-4525	439	8	,	,	PUNCT
cana-4525	439	9	l.	l.	PROPN
cana-4525	439	10	villard	villard	PROPN
cana-4525	439	11	,	,	PUNCT
cana-4525	439	12	p.	p.	NOUN
cana-4525	439	13	borderies	borderie	NOUN
cana-4525	439	14	,	,	PUNCT
cana-4525	439	15	t.	t.	PROPN
cana-4525	439	16	koleck	koleck	PROPN
cana-4525	439	17	,	,	PUNCT
cana-4525	439	18	b.	b.	PROPN
cana-4525	439	19	burban	burban	PROPN
cana-4525	439	20	and	and	CCONJ
cana-4525	439	21	t.	t.	PROPN
cana-4525	439	22	le	le	PROPN
cana-4525	439	23	toan	toan	PROPN
cana-4525	439	24	,	,	PUNCT
cana-4525	439	25	"	"	PUNCT
cana-4525	439	26	longterm	longterm	ADJ
cana-4525	439	27	trends	trend	NOUN
cana-4525	439	28	of	of	ADP
cana-4525	439	29	p	p	ADJ
cana-4525	439	30	-	-	PUNCT
cana-4525	439	31	band	band	NOUN
cana-4525	439	32	temporal	temporal	ADJ
cana-4525	439	33	decorrelation	decorrelation	NOUN
cana-4525	439	34	over	over	ADP
cana-4525	439	35	a	a	DET
cana-4525	439	36	tropical	tropical	ADJ
cana-4525	439	37	dense	dense	ADJ
cana-4525	439	38	forest	forest	NOUN
cana-4525	439	39	-	-	PUNCT
cana-4525	439	40	experimental	experimental	ADJ
cana-4525	439	41	results	result	NOUN
cana-4525	439	42	for	for	ADP
cana-4525	439	43	the	the	DET
cana-4525	439	44	biomass	biomass	NOUN
cana-4525	439	45	mission	mission	NOUN
cana-4525	439	46	,	,	PUNCT
cana-4525	439	47	"	"	PUNCT
cana-4525	439	48	in	in	ADP
cana-4525	439	49	ieee	ieee	NOUN
cana-4525	439	50	transactions	transaction	NOUN
cana-4525	439	51	on	on	ADP
cana-4525	439	52	geoscience	geoscience	NOUN
cana-4525	439	53	and	and	CCONJ
cana-4525	439	54	remote	remote	ADJ
cana-4525	439	55	sensing	sensing	NOUN
cana-4525	439	56	,	,	PUNCT
cana-4525	439	57	vol	vol	NOUN
cana-4525	439	58	.	.	PROPN
cana-4525	439	59	60	60	NUM
cana-4525	439	60	,	,	PUNCT
cana-4525	439	61	pp	pp	ADJ
cana-4525	439	62	.	.	PUNCT
cana-4525	440	1	1	1	NUM
cana-4525	440	2	-	-	SYM
cana-4525	440	3	15	15	NUM
cana-4525	440	4	,	,	PUNCT
cana-4525	440	5	2022	2022	NUM
cana-4525	440	6	,	,	PUNCT
cana-4525	440	7	art	art	NOUN
cana-4525	440	8	no	no	NOUN
cana-4525	440	9	.	.	PUNCT
cana-4525	441	1	5102415	5102415	NUM
cana-4525	441	2	,	,	PUNCT
cana-4525	441	3	doi	doi	NOUN
cana-4525	441	4	:	:	PUNCT
cana-4525	441	5	10.1109	10.1109	NUM
cana-4525	441	6	/	/	SYM
cana-4525	441	7	tgrs.2021.3082395	tgrs.2021.3082395	PROPN
cana-4525	441	8	.	.	PUNCT
cana-4525	442	1	[	[	X
cana-4525	442	2	20	20	NUM
cana-4525	442	3	]	]	X
cana-4525	442	4	s.	s.	PROPN
cana-4525	442	5	tyagi	tyagi	PROPN
cana-4525	442	6	,	,	PUNCT
cana-4525	442	7	b.	b.	PROPN
cana-4525	442	8	singh	singh	PROPN
cana-4525	442	9	and	and	CCONJ
cana-4525	442	10	s.	s.	PROPN
cana-4525	442	11	das	das	PROPN
cana-4525	442	12	,	,	PUNCT
cana-4525	442	13	"	"	PUNCT
cana-4525	442	14	small	small	ADJ
cana-4525	442	15	hydro	hydro	NOUN
cana-4525	442	16	based	base	VERB
cana-4525	442	17	grid	grid	NOUN
cana-4525	442	18	forming	form	VERB
cana-4525	442	19	converter	converter	NOUN
cana-4525	442	20	having	have	VERB
cana-4525	442	21	power	power	NOUN
cana-4525	442	22	sharing	sharing	NOUN
cana-4525	442	23	and	and	CCONJ
cana-4525	442	24	synchronization	synchronization	NOUN
cana-4525	442	25	capability	capability	NOUN
cana-4525	442	26	with	with	ADP
cana-4525	442	27	dfig	dfig	PROPN
cana-4525	442	28	based	base	VERB
cana-4525	442	29	wecs	wec	NOUN
cana-4525	442	30	,	,	PUNCT
cana-4525	442	31	"	"	PUNCT
cana-4525	442	32	in	in	ADP
cana-4525	442	33	ieee	ieee	NOUN
cana-4525	442	34	transactions	transaction	NOUN
cana-4525	442	35	on	on	ADP
cana-4525	442	36	industry	industry	NOUN
cana-4525	442	37	applications	application	NOUN
cana-4525	442	38	,	,	PUNCT
cana-4525	442	39	vol	vol	NOUN
cana-4525	442	40	.	.	PROPN
cana-4525	442	41	59	59	NUM
cana-4525	442	42	,	,	PUNCT
cana-4525	442	43	no	no	INTJ
cana-4525	442	44	.	.	NOUN
cana-4525	442	45	4	4	NUM
cana-4525	442	46	,	,	PUNCT
cana-4525	442	47	pp	pp	ADJ
cana-4525	442	48	.	.	PUNCT
cana-4525	442	49	5048	5048	NUM
cana-4525	442	50	-	-	SYM
cana-4525	442	51	5058	5058	NUM
cana-4525	442	52	,	,	PUNCT
cana-4525	442	53	july	july	PROPN
cana-4525	442	54	-	-	PUNCT
cana-4525	442	55	aug	aug	PROPN
cana-4525	442	56	.	.	PROPN
cana-4525	442	57	2023	2023	NUM
cana-4525	442	58	,	,	PUNCT
cana-4525	442	59	doi	doi	NOUN
cana-4525	442	60	:	:	PUNCT
cana-4525	442	61	10.1109	10.1109	NUM
cana-4525	442	62	/	/	SYM
cana-4525	442	63	tia.2023.3261863	tia.2023.3261863	NUM
cana-4525	442	64	.	.	PUNCT
cana-4525	443	1	[	[	X
cana-4525	443	2	21	21	NUM
cana-4525	443	3	]	]	X
cana-4525	443	4	s.	s.	PROPN
cana-4525	443	5	puchalapalli	puchalapalli	PROPN
cana-4525	443	6	,	,	PUNCT
cana-4525	443	7	b.	b.	PROPN
cana-4525	443	8	singh	singh	PROPN
cana-4525	443	9	and	and	CCONJ
cana-4525	443	10	s.	s.	PROPN
cana-4525	443	11	das	das	PROPN
cana-4525	443	12	,	,	PUNCT
cana-4525	443	13	"	"	PUNCT
cana-4525	443	14	grid	grid	NOUN
cana-4525	443	15	-	-	PUNCT
cana-4525	443	16	interactive	interactive	ADJ
cana-4525	443	17	smooth	smooth	ADJ
cana-4525	443	18	transition	transition	NOUN
cana-4525	443	19	control	control	NOUN
cana-4525	443	20	of	of	ADP
cana-4525	443	21	windsolar	windsolar	NOUN
cana-4525	443	22	-	-	PUNCT
cana-4525	443	23	dg	dg	NOUN
cana-4525	443	24	based	base	VERB
cana-4525	443	25	microgrid	microgrid	NOUN
cana-4525	443	26	at	at	ADP
cana-4525	443	27	unpredictable	unpredictable	ADJ
cana-4525	443	28	weather	weather	NOUN
cana-4525	443	29	conditions	condition	NOUN
cana-4525	443	30	,	,	PUNCT
cana-4525	443	31	"	"	PUNCT
cana-4525	443	32	in	in	ADP
cana-4525	443	33	ieee	ieee	NOUN
cana-4525	443	34	transactions	transaction	NOUN
cana-4525	443	35	on	on	ADP
cana-4525	443	36	industry	industry	NOUN
cana-4525	443	37	applications	application	NOUN
cana-4525	443	38	,	,	PUNCT
cana-4525	443	39	vol	vol	NOUN
cana-4525	443	40	.	.	PROPN
cana-4525	443	41	60	60	NUM
cana-4525	443	42	,	,	PUNCT
cana-4525	443	43	no	no	INTJ
cana-4525	443	44	.	.	NOUN
cana-4525	443	45	1	1	NUM
cana-4525	443	46	,	,	PUNCT
cana-4525	443	47	pp	pp	ADJ
cana-4525	443	48	.	.	PUNCT
cana-4525	444	1	1519	1519	NUM
cana-4525	444	2	-	-	SYM
cana-4525	444	3	1529	1529	NUM
cana-4525	444	4	,	,	PUNCT
cana-4525	444	5	jan.-feb	jan.-feb	PROPN
cana-4525	444	6	.	.	NOUN
cana-4525	444	7	2024	2024	NUM
cana-4525	444	8	,	,	PUNCT
cana-4525	444	9	doi	doi	NOUN
cana-4525	444	10	:	:	PUNCT
cana-4525	444	11	10.1109	10.1109	NUM
cana-4525	444	12	/	/	SYM
cana-4525	444	13	tia.2023.3322396	tia.2023.3322396	NUM
cana-4525	444	14	.	.	PUNCT
cana-4525	445	1	[	[	X
cana-4525	445	2	22	22	NUM
cana-4525	445	3	]	]	PUNCT
cana-4525	445	4	a.	a.	PROPN
cana-4525	445	5	el	el	PROPN
cana-4525	445	6	-	-	PUNCT
cana-4525	445	7	ayoubi	ayoubi	PROPN
cana-4525	445	8	and	and	CCONJ
cana-4525	445	9	n.	n.	NOUN
cana-4525	445	10	moubayed	moubaye	VERB
cana-4525	445	11	,	,	PUNCT
cana-4525	445	12	"	"	PUNCT
cana-4525	445	13	economic	economic	ADJ
cana-4525	445	14	optimization	optimization	NOUN
cana-4525	445	15	of	of	ADP
cana-4525	445	16	sources	source	NOUN
cana-4525	445	17	of	of	ADP
cana-4525	445	18	energies	energy	NOUN
cana-4525	445	19	using	use	VERB
cana-4525	445	20	wind	wind	NOUN
cana-4525	445	21	/	/	SYM
cana-4525	445	22	pv	pv	NOUN
cana-4525	445	23	hybrid	hybrid	ADJ
cana-4525	445	24	system	system	NOUN
cana-4525	445	25	,	,	PUNCT
cana-4525	445	26	"	"	PUNCT
cana-4525	445	27	2012	2012	NUM
cana-4525	445	28	international	international	ADJ
cana-4525	445	29	conference	conference	NOUN
cana-4525	445	30	on	on	ADP
cana-4525	445	31	renewable	renewable	ADJ
cana-4525	445	32	energies	energy	NOUN
cana-4525	445	33	for	for	ADP
cana-4525	445	34	developing	develop	VERB
cana-4525	445	35	countries	country	NOUN
cana-4525	445	36	(	(	PUNCT
cana-4525	445	37	redec	redec	PROPN
cana-4525	445	38	)	)	PUNCT
cana-4525	445	39	,	,	PUNCT
cana-4525	445	40	beirut	beirut	PROPN
cana-4525	445	41	,	,	PUNCT
cana-4525	445	42	lebanon	lebanon	PROPN
cana-4525	445	43	,	,	PUNCT
cana-4525	445	44	2012	2012	NUM
cana-4525	445	45	,	,	PUNCT
cana-4525	445	46	pp	pp	ADJ
cana-4525	445	47	.	.	PUNCT
cana-4525	446	1	1	1	NUM
cana-4525	446	2	-	-	SYM
cana-4525	446	3	6	6	NUM
cana-4525	446	4	,	,	PUNCT
cana-4525	446	5	doi	doi	NOUN
cana-4525	446	6	:	:	PUNCT
cana-4525	446	7	10.1109	10.1109	NUM
cana-4525	446	8	/	/	SYM
cana-4525	446	9	redec.2012.6416686	redec.2012.6416686	ADJ
cana-4525	446	10	.	.	PUNCT
cana-4525	447	1	[	[	X
cana-4525	447	2	23	23	NUM
cana-4525	447	3	]	]	X
cana-4525	447	4	w.	w.	PROPN
cana-4525	447	5	zuo	zuo	PROPN
cana-4525	447	6	,	,	PUNCT
cana-4525	447	7	x.	x.	PROPN
cana-4525	447	8	qin	qin	PROPN
cana-4525	447	9	,	,	PUNCT
cana-4525	447	10	j.	j.	PROPN
cana-4525	447	11	yi	yi	PROPN
cana-4525	447	12	and	and	CCONJ
cana-4525	447	13	y.	y.	PROPN
cana-4525	447	14	xu	xu	PROPN
cana-4525	447	15	,	,	PUNCT
cana-4525	447	16	"	"	PUNCT
cana-4525	447	17	analysis	analysis	NOUN
cana-4525	447	18	of	of	ADP
cana-4525	447	19	carbon	carbon	NOUN
cana-4525	447	20	emission	emission	NOUN
cana-4525	447	21	flow	flow	NOUN
cana-4525	447	22	in	in	ADP
cana-4525	447	23	hybrid	hybrid	ADJ
cana-4525	447	24	power	power	NOUN
cana-4525	447	25	market	market	NOUN
cana-4525	447	26	based	base	VERB
cana-4525	447	27	on	on	ADP
cana-4525	447	28	cooperative	cooperative	ADJ
cana-4525	447	29	game	game	NOUN
cana-4525	447	30	theory	theory	NOUN
cana-4525	447	31	,	,	PUNCT
cana-4525	447	32	"	"	PUNCT
cana-4525	447	33	2024	2024	NUM
cana-4525	447	34	7th	7th	ADJ
cana-4525	447	35	international	international	ADJ
cana-4525	447	36	conference	conference	NOUN
cana-4525	447	37	on	on	ADP
cana-4525	447	38	energy	energy	NOUN
cana-4525	447	39	,	,	PUNCT
cana-4525	447	40	electrical	electrical	ADJ
cana-4525	447	41	and	and	CCONJ
cana-4525	447	42	power	power	NOUN
cana-4525	447	43	engineering	engineering	NOUN
cana-4525	447	44	(	(	PUNCT
cana-4525	447	45	ceepe	ceepe	NOUN
cana-4525	447	46	)	)	PUNCT
cana-4525	447	47	,	,	PUNCT
cana-4525	447	48	yangzhou	yangzhou	PROPN
cana-4525	447	49	,	,	PUNCT
cana-4525	447	50	china	china	PROPN
cana-4525	447	51	,	,	PUNCT
cana-4525	447	52	2024	2024	NUM
cana-4525	447	53	,	,	PUNCT
cana-4525	447	54	pp	pp	ADP
cana-4525	447	55	.	.	PUNCT
cana-4525	447	56	1625	1625	NUM
cana-4525	447	57	-	-	SYM
cana-4525	447	58	1631	1631	NUM
cana-4525	447	59	,	,	PUNCT
cana-4525	447	60	doi	doi	NOUN
cana-4525	447	61	:	:	PUNCT
cana-4525	447	62	10.1109	10.1109	NUM
cana-4525	447	63	/	/	SYM
cana-4525	447	64	ceepe62022.2024.10586446	ceepe62022.2024.10586446	NOUN
cana-4525	447	65	.	.	PUNCT
cana-4525	448	1	[	[	X
cana-4525	448	2	24	24	NUM
cana-4525	448	3	]	]	PUNCT
cana-4525	448	4	a.	a.	PROPN
cana-4525	448	5	b.	b.	PROPN
cana-4525	448	6	d.	d.	PROPN
cana-4525	448	7	oliveira	oliveira	PROPN
cana-4525	448	8	neto	neto	PROPN
cana-4525	448	9	,	,	PUNCT
cana-4525	448	10	e.	e.	PROPN
cana-4525	448	11	g.	g.	PROPN
cana-4525	448	12	d.	d.	PROPN
cana-4525	448	13	costa	costa	PROPN
cana-4525	448	14	,	,	PUNCT
cana-4525	448	15	t.	t.	PROPN
cana-4525	448	16	v.	v.	PROPN
cana-4525	448	17	ferreira	ferreira	PROPN
cana-4525	448	18	,	,	PUNCT
cana-4525	448	19	b.	b.	PROPN
cana-4525	448	20	v.	v.	PROPN
cana-4525	448	21	s.	s.	PROPN
cana-4525	448	22	araujo	araujo	PROPN
cana-4525	448	23	,	,	PUNCT
cana-4525	448	24	l.	l.	PROPN
cana-4525	448	25	n.	n.	PROPN
cana-4525	448	26	t.	t.	PROPN
cana-4525	448	27	alves	alves	PROPN
cana-4525	448	28	and	and	CCONJ
cana-4525	448	29	k.	k.	PROPN
cana-4525	448	30	-e	-e	PROPN
cana-4525	448	31	.	.	PROPN
cana-4525	448	32	b.	b.	PROPN
cana-4525	448	33	brito	brito	PROPN
cana-4525	448	34	,	,	PUNCT
cana-4525	448	35	"	"	PUNCT
cana-4525	448	36	multiparametric	multiparametric	ADJ
cana-4525	448	37	identification	identification	NOUN
cana-4525	448	38	of	of	ADP
cana-4525	448	39	favorable	favorable	ADJ
cana-4525	448	40	regions	region	NOUN
cana-4525	448	41	for	for	ADP
cana-4525	448	42	wind	wind	NOUN
cana-4525	448	43	or	or	CCONJ
cana-4525	448	44	solar	solar	ADJ
cana-4525	448	45	generation	generation	NOUN
cana-4525	448	46	in	in	ADP
cana-4525	448	47	communications	communication	NOUN
cana-4525	448	48	on	on	ADP
cana-4525	448	49	applied	apply	VERB
cana-4525	448	50	nonlinear	nonlinear	ADJ
cana-4525	448	51	analysis	analysis	NOUN
cana-4525	448	52	issn	issn	NOUN
cana-4525	448	53	:	:	PUNCT
cana-4525	448	54	1074	1074	NUM
cana-4525	448	55	-	-	PUNCT
cana-4525	448	56	133x	133x	NUM
cana-4525	448	57	vol	vol	NOUN
cana-4525	448	58	32	32	NUM
cana-4525	448	59	no	no	NOUN
cana-4525	448	60	.	.	PUNCT
cana-4525	449	1	9s	9s	NUM
cana-4525	449	2	(	(	PUNCT
cana-4525	449	3	2025	2025	NUM
cana-4525	449	4	)	)	PUNCT
cana-4525	449	5	2404	2404	NUM
cana-4525	449	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	450	1	the	the	DET
cana-4525	450	2	state	state	NOUN
cana-4525	450	3	of	of	ADP
cana-4525	450	4	pernambuco	pernambuco	NOUN
cana-4525	450	5	,	,	PUNCT
cana-4525	450	6	"	"	PUNCT
cana-4525	450	7	in	in	ADP
cana-4525	450	8	ieee	ieee	PROPN
cana-4525	450	9	latin	latin	PROPN
cana-4525	450	10	america	america	PROPN
cana-4525	450	11	transactions	transactions	PROPN
cana-4525	450	12	,	,	PUNCT
cana-4525	450	13	vol	vol	NOUN
cana-4525	450	14	.	.	PROPN
cana-4525	450	15	20	20	NUM
cana-4525	450	16	,	,	PUNCT
cana-4525	450	17	no	no	INTJ
cana-4525	450	18	.	.	NOUN
cana-4525	450	19	6	6	NUM
cana-4525	450	20	,	,	PUNCT
cana-4525	450	21	pp	pp	ADJ
cana-4525	450	22	.	.	PUNCT
cana-4525	450	23	891	891	NUM
cana-4525	450	24	-	-	SYM
cana-4525	450	25	900	900	NUM
cana-4525	450	26	,	,	PUNCT
cana-4525	450	27	june	june	PROPN
cana-4525	450	28	2022	2022	NUM
cana-4525	450	29	,	,	PUNCT
cana-4525	450	30	doi	doi	NOUN
cana-4525	450	31	:	:	PUNCT
cana-4525	450	32	10.1109	10.1109	NUM
cana-4525	450	33	/	/	SYM
cana-4525	450	34	tla.2022.9757371	tla.2022.9757371	NUM
cana-4525	450	35	.	.	PUNCT
cana-4525	451	1	[	[	X
cana-4525	451	2	25	25	NUM
cana-4525	451	3	]	]	X
cana-4525	451	4	g.	g.	PROPN
cana-4525	451	5	senthilkumar	senthilkumar	PROPN
cana-4525	451	6	,	,	PUNCT
cana-4525	451	7	b.	b.	PROPN
cana-4525	451	8	mallala	mallala	PROPN
cana-4525	451	9	,	,	PUNCT
cana-4525	451	10	s.	s.	PROPN
cana-4525	451	11	sivarajan	sivarajan	PROPN
cana-4525	451	12	,	,	PUNCT
cana-4525	451	13	c.	c.	PROPN
cana-4525	451	14	harish	harish	PROPN
cana-4525	451	15	,	,	PUNCT
cana-4525	451	16	d.	d.	PROPN
cana-4525	451	17	harsha	harsha	PROPN
cana-4525	451	18	and	and	CCONJ
cana-4525	451	19	n.	n.	PROPN
cana-4525	451	20	l	l	PROPN
cana-4525	451	21	,	,	PUNCT
cana-4525	451	22	"	"	PUNCT
cana-4525	451	23	maximizing	maximize	VERB
cana-4525	451	24	power	power	NOUN
cana-4525	451	25	utilization	utilization	NOUN
cana-4525	451	26	through	through	ADP
cana-4525	451	27	machine	machine	NOUN
cana-4525	451	28	learning	learning	NOUN
cana-4525	451	29	and	and	CCONJ
cana-4525	451	30	iot	iot	PROPN
cana-4525	451	31	based	base	VERB
cana-4525	451	32	power	power	NOUN
cana-4525	451	33	flow	flow	NOUN
cana-4525	451	34	strategies	strategy	NOUN
cana-4525	451	35	in	in	ADP
cana-4525	451	36	dc	dc	PROPN
cana-4525	451	37	micro	micro	PROPN
cana-4525	451	38	grids	grid	NOUN
cana-4525	451	39	with	with	ADP
cana-4525	451	40	renewable	renewable	ADJ
cana-4525	451	41	energy	energy	NOUN
cana-4525	451	42	resources	resource	NOUN
cana-4525	451	43	,	,	PUNCT
cana-4525	451	44	"	"	PUNCT
cana-4525	451	45	2024	2024	NUM
cana-4525	451	46	international	international	ADJ
cana-4525	451	47	conference	conference	NOUN
cana-4525	451	48	on	on	ADP
cana-4525	451	49	inventive	inventive	ADJ
cana-4525	451	50	computation	computation	NOUN
cana-4525	451	51	technologies	technology	NOUN
cana-4525	451	52	(	(	PUNCT
cana-4525	451	53	icict	icict	NOUN
cana-4525	451	54	)	)	PUNCT
cana-4525	451	55	,	,	PUNCT
cana-4525	451	56	lalitpur	lalitpur	NOUN
cana-4525	451	57	,	,	PUNCT
cana-4525	451	58	nepal	nepal	ADJ
cana-4525	451	59	,	,	PUNCT
cana-4525	451	60	2024	2024	NUM
cana-4525	451	61	,	,	PUNCT
cana-4525	451	62	pp	pp	ADJ
cana-4525	451	63	.	.	PUNCT
cana-4525	451	64	1166	1166	NUM
cana-4525	451	65	-	-	SYM
cana-4525	451	66	1171	1171	NUM
cana-4525	451	67	,	,	PUNCT
cana-4525	451	68	doi	doi	NOUN
cana-4525	451	69	:	:	PUNCT
cana-4525	451	70	10.1109	10.1109	NUM
cana-4525	451	71	/	/	SYM
cana-4525	451	72	icict60155.2024.10544791	icict60155.2024.10544791	NOUN
cana-4525	451	73	.	.	PUNCT
cana-4525	452	1	[	[	X
cana-4525	452	2	26	26	NUM
cana-4525	452	3	]	]	X
cana-4525	452	4	w.	w.	PROPN
cana-4525	452	5	ahmed	ahmed	PROPN
cana-4525	452	6	et	et	PROPN
cana-4525	452	7	al	al	PROPN
cana-4525	452	8	.	.	PROPN
cana-4525	452	9	,	,	PUNCT
cana-4525	452	10	"	"	PUNCT
cana-4525	452	11	machine	machine	NOUN
cana-4525	452	12	learning	learning	NOUN
cana-4525	452	13	based	base	VERB
cana-4525	452	14	energy	energy	NOUN
cana-4525	452	15	management	management	NOUN
cana-4525	452	16	model	model	NOUN
cana-4525	452	17	for	for	ADP
cana-4525	452	18	smart	smart	ADJ
cana-4525	452	19	grid	grid	NOUN
cana-4525	452	20	and	and	CCONJ
cana-4525	452	21	renewable	renewable	ADJ
cana-4525	452	22	energy	energy	NOUN
cana-4525	452	23	districts	district	NOUN
cana-4525	452	24	,	,	PUNCT
cana-4525	452	25	"	"	PUNCT
cana-4525	452	26	in	in	ADP
cana-4525	452	27	ieee	ieee	NOUN
cana-4525	452	28	access	access	NOUN
cana-4525	452	29	,	,	PUNCT
cana-4525	452	30	vol	vol	NOUN
cana-4525	452	31	.	.	PROPN
cana-4525	452	32	8	8	NUM
cana-4525	452	33	,	,	PUNCT
cana-4525	452	34	pp	pp	ADJ
cana-4525	452	35	.	.	PUNCT
cana-4525	453	1	185059	185059	NUM
cana-4525	453	2	-	-	SYM
cana-4525	453	3	185078	185078	NUM
cana-4525	453	4	,	,	PUNCT
cana-4525	453	5	2020	2020	NUM
cana-4525	453	6	,	,	PUNCT
cana-4525	453	7	doi	doi	NOUN
cana-4525	453	8	:	:	PUNCT
cana-4525	453	9	10.1109	10.1109	NUM
cana-4525	453	10	/	/	SYM
cana-4525	453	11	access.2020.3029943	access.2020.3029943	NOUN
cana-4525	453	12	.	.	PUNCT
cana-4525	454	1	[	[	X
cana-4525	454	2	27	27	NUM
cana-4525	454	3	]	]	X
cana-4525	454	4	r.	r.	PROPN
cana-4525	454	5	colucci	colucci	PROPN
cana-4525	454	6	and	and	CCONJ
cana-4525	454	7	i.	i.	PROPN
cana-4525	454	8	mahgoub	mahgoub	PROPN
cana-4525	454	9	,	,	PUNCT
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cana-4525	454	11	solar	solar	ADJ
cana-4525	454	12	irradiance	irradiance	NOUN
cana-4525	454	13	prediction	prediction	NOUN
cana-4525	454	14	with	with	ADP
cana-4525	454	15	ensemble	ensemble	ADJ
cana-4525	454	16	learning	learning	NOUN
cana-4525	454	17	method	method	NOUN
cana-4525	454	18	as	as	ADP
cana-4525	454	19	input	input	NOUN
cana-4525	454	20	for	for	ADP
cana-4525	454	21	battery	battery	NOUN
cana-4525	454	22	operation	operation	NOUN
cana-4525	454	23	optimization	optimization	NOUN
cana-4525	454	24	,	,	PUNCT
cana-4525	454	25	"	"	PUNCT
cana-4525	454	26	2024	2024	NUM
cana-4525	454	27	ieee	ieee	PROPN
cana-4525	454	28	texas	texas	PROPN
cana-4525	454	29	power	power	PROPN
cana-4525	454	30	and	and	CCONJ
cana-4525	454	31	energy	energy	NOUN
cana-4525	454	32	conference	conference	NOUN
cana-4525	454	33	(	(	PUNCT
cana-4525	454	34	tpec	tpec	NOUN
cana-4525	454	35	)	)	PUNCT
cana-4525	454	36	,	,	PUNCT
cana-4525	454	37	college	college	NOUN
cana-4525	454	38	station	station	NOUN
cana-4525	454	39	,	,	PUNCT
cana-4525	454	40	tx	tx	PROPN
cana-4525	454	41	,	,	PUNCT
cana-4525	454	42	usa	usa	PROPN
cana-4525	454	43	,	,	PUNCT
cana-4525	454	44	2024	2024	NUM
cana-4525	454	45	,	,	PUNCT
cana-4525	454	46	pp	pp	ADJ
cana-4525	454	47	.	.	PUNCT
cana-4525	455	1	1	1	NUM
cana-4525	455	2	-	-	SYM
cana-4525	455	3	6	6	NUM
cana-4525	455	4	,	,	PUNCT
cana-4525	455	5	doi	doi	NOUN
cana-4525	455	6	:	:	PUNCT
cana-4525	455	7	10.1109	10.1109	NUM
cana-4525	455	8	/	/	SYM
cana-4525	455	9	tpec60005.2024.10472247	tpec60005.2024.10472247	NOUN
cana-4525	455	10	.	.	PUNCT
cana-4525	456	1	[	[	X
cana-4525	456	2	28	28	NUM
cana-4525	456	3	]	]	X
cana-4525	456	4	a.	a.	NOUN
cana-4525	456	5	djellad	djellad	PROPN
cana-4525	456	6	,	,	PUNCT
cana-4525	456	7	n.	n.	NOUN
cana-4525	456	8	bouderres	bouderre	NOUN
cana-4525	456	9	,	,	PUNCT
cana-4525	456	10	b.	b.	PROPN
cana-4525	456	11	a.	a.	PROPN
cana-4525	456	12	hamdi	hamdi	PROPN
cana-4525	456	13	,	,	PUNCT
cana-4525	456	14	s.	s.	PROPN
cana-4525	456	15	chiheb	chiheb	PROPN
cana-4525	456	16	and	and	CCONJ
cana-4525	456	17	p.	p.	PROPN
cana-4525	456	18	o.	o.	PROPN
cana-4525	456	19	logerais	logerais	PROPN
cana-4525	456	20	,	,	PUNCT
cana-4525	456	21	"	"	PUNCT
cana-4525	456	22	a	a	DET
cana-4525	456	23	comprehensive	comprehensive	ADJ
cana-4525	456	24	comparative	comparative	ADJ
cana-4525	456	25	study	study	NOUN
cana-4525	456	26	and	and	CCONJ
cana-4525	456	27	optimization	optimization	NOUN
cana-4525	456	28	of	of	ADP
cana-4525	456	29	mppt	mppt	NOUN
cana-4525	456	30	algorithms	algorithm	NOUN
cana-4525	456	31	in	in	ADP
cana-4525	456	32	a	a	DET
cana-4525	456	33	standalone	standalone	ADJ
cana-4525	456	34	photovoltaic	photovoltaic	NOUN
cana-4525	456	35	plant	plant	NOUN
cana-4525	456	36	using	use	VERB
cana-4525	456	37	classical	classical	ADJ
cana-4525	456	38	and	and	CCONJ
cana-4525	456	39	machine	machine	NOUN
cana-4525	456	40	learning	learn	VERB
cana-4525	456	41	techniques	technique	NOUN
cana-4525	456	42	,	,	PUNCT
cana-4525	456	43	"	"	PUNCT
cana-4525	456	44	2023	2023	NUM
cana-4525	456	45	2nd	2nd	ADJ
cana-4525	456	46	international	international	ADJ
cana-4525	456	47	conference	conference	NOUN
cana-4525	456	48	on	on	ADP
cana-4525	456	49	electronics	electronic	NOUN
cana-4525	456	50	,	,	PUNCT
cana-4525	456	51	energy	energy	NOUN
cana-4525	456	52	and	and	CCONJ
cana-4525	456	53	measurement	measurement	NOUN
cana-4525	456	54	(	(	PUNCT
cana-4525	456	55	ic2em	ic2em	X
cana-4525	456	56	)	)	PUNCT
cana-4525	456	57	,	,	PUNCT
cana-4525	456	58	medea	medea	PROPN
cana-4525	456	59	,	,	PUNCT
cana-4525	456	60	algeria	algeria	PROPN
cana-4525	456	61	,	,	PUNCT
cana-4525	456	62	2023	2023	NUM
cana-4525	456	63	,	,	PUNCT
cana-4525	456	64	pp	pp	ADJ
cana-4525	456	65	.	.	PUNCT
cana-4525	457	1	1	1	NUM
cana-4525	457	2	-	-	SYM
cana-4525	457	3	6	6	NUM
cana-4525	457	4	,	,	PUNCT
cana-4525	457	5	doi	doi	NOUN
cana-4525	457	6	:	:	PUNCT
cana-4525	457	7	10.1109	10.1109	NUM
cana-4525	457	8	/	/	SYM
cana-4525	457	9	ic2em59347.2023.10419644	ic2em59347.2023.10419644	PROPN
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cana-4525	458	1	[	[	X
cana-4525	458	2	29	29	NUM
cana-4525	458	3	]	]	X
cana-4525	458	4	k.	k.	PROPN
cana-4525	458	5	-h	-h	PUNCT
cana-4525	458	6	.	.	PUNCT
cana-4525	459	1	chao	chao	PROPN
cana-4525	459	2	,	,	PUNCT
cana-4525	459	3	m.	m.	NOUN
cana-4525	459	4	-h	-h	PUNCT
cana-4525	459	5	.	.	PUNCT
cana-4525	460	1	wang	wang	PROPN
cana-4525	460	2	and	and	CCONJ
cana-4525	460	3	y.	y.	PROPN
cana-4525	460	4	-h	-h	PROPN
cana-4525	460	5	.	.	PUNCT
cana-4525	460	6	lee	lee	PROPN
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cana-4525	460	8	"	"	PUNCT
cana-4525	460	9	an	an	DET
cana-4525	460	10	extension	extension	NOUN
cana-4525	460	11	neural	neural	ADJ
cana-4525	460	12	network	network	NOUN
cana-4525	460	13	based	base	VERB
cana-4525	460	14	incremental	incremental	ADJ
cana-4525	460	15	mppt	mppt	NOUN
cana-4525	460	16	method	method	NOUN
cana-4525	460	17	for	for	ADP
cana-4525	460	18	a	a	DET
cana-4525	460	19	pv	pv	NOUN
cana-4525	460	20	system	system	NOUN
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cana-4525	460	22	"	"	PUNCT
cana-4525	460	23	2011	2011	NUM
cana-4525	460	24	international	international	ADJ
cana-4525	460	25	conference	conference	NOUN
cana-4525	460	26	on	on	ADP
cana-4525	460	27	machine	machine	NOUN
cana-4525	460	28	learning	learning	NOUN
cana-4525	460	29	and	and	CCONJ
cana-4525	460	30	cybernetics	cybernetics	PROPN
cana-4525	460	31	,	,	PUNCT
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cana-4525	460	35	,	,	PUNCT
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cana-4525	461	1	654	654	NUM
cana-4525	461	2	-	-	SYM
cana-4525	461	3	660	660	NUM
cana-4525	461	4	,	,	PUNCT
cana-4525	461	5	doi	doi	NOUN
cana-4525	461	6	:	:	PUNCT
cana-4525	461	7	10.1109	10.1109	NUM
cana-4525	461	8	/	/	SYM
cana-4525	461	9	icmlc.2011.6016761	icmlc.2011.6016761	NOUN
cana-4525	461	10	.	.	PUNCT
cana-4525	462	1	[	[	X
cana-4525	462	2	30	30	NUM
cana-4525	462	3	]	]	X
cana-4525	462	4	y.	y.	PROPN
cana-4525	462	5	xu	xu	PROPN
cana-4525	462	6	,	,	PUNCT
cana-4525	462	7	l.	l.	PROPN
cana-4525	462	8	an	an	PROPN
cana-4525	462	9	,	,	PUNCT
cana-4525	462	10	b.	b.	PROPN
cana-4525	462	11	jia	jia	PROPN
cana-4525	462	12	and	and	CCONJ
cana-4525	462	13	n.	n.	PROPN
cana-4525	462	14	maki	maki	PROPN
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cana-4525	462	16	"	"	PUNCT
cana-4525	462	17	study	study	NOUN
cana-4525	462	18	on	on	ADP
cana-4525	462	19	electrical	electrical	ADJ
cana-4525	462	20	design	design	NOUN
cana-4525	462	21	of	of	ADP
cana-4525	462	22	large	large	ADJ
cana-4525	462	23	-	-	PUNCT
cana-4525	462	24	capacity	capacity	NOUN
cana-4525	462	25	fully	fully	ADV
cana-4525	462	26	superconducting	superconducte	VERB
cana-4525	462	27	offshore	offshore	ADJ
cana-4525	462	28	wind	wind	NOUN
cana-4525	462	29	turbine	turbine	NOUN
cana-4525	462	30	generators	generator	NOUN
cana-4525	462	31	,	,	PUNCT
cana-4525	462	32	"	"	PUNCT
cana-4525	462	33	in	in	ADP
cana-4525	462	34	ieee	ieee	NOUN
cana-4525	462	35	transactions	transaction	NOUN
cana-4525	462	36	on	on	ADP
cana-4525	462	37	applied	apply	VERB
cana-4525	462	38	superconductivity	superconductivity	NOUN
cana-4525	462	39	,	,	PUNCT
cana-4525	462	40	vol	vol	NOUN
cana-4525	462	41	.	.	PROPN
cana-4525	462	42	31	31	NUM
cana-4525	462	43	,	,	PUNCT
cana-4525	462	44	no	no	INTJ
cana-4525	462	45	.	.	NOUN
cana-4525	462	46	5	5	NUM
cana-4525	462	47	,	,	PUNCT
cana-4525	462	48	pp	pp	ADJ
cana-4525	462	49	.	.	PUNCT
cana-4525	463	1	1	1	NUM
cana-4525	463	2	-	-	SYM
cana-4525	463	3	5	5	NUM
cana-4525	463	4	,	,	PUNCT
cana-4525	463	5	aug	aug	PROPN
cana-4525	463	6	.	.	PROPN
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cana-4525	463	8	,	,	PUNCT
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cana-4525	463	10	no	no	NOUN
cana-4525	463	11	.	.	PROPN
cana-4525	463	12	5201305	5201305	NUM
cana-4525	463	13	,	,	PUNCT
cana-4525	463	14	doi	doi	NOUN
cana-4525	463	15	:	:	PUNCT
cana-4525	463	16	10.1109	10.1109	NUM
cana-4525	463	17	/	/	SYM
cana-4525	463	18	tasc.2021.3061903	tasc.2021.3061903	NOUN
cana-4525	463	19	.	.	PUNCT
cana-4525	464	1	[	[	X
cana-4525	464	2	31	31	NUM
cana-4525	464	3	]	]	PUNCT
cana-4525	464	4	z.	z.	PROPN
cana-4525	464	5	lu	lu	PROPN
cana-4525	464	6	,	,	PUNCT
cana-4525	464	7	g.	g.	PROPN
cana-4525	464	8	xu	xu	PROPN
cana-4525	464	9	,	,	PUNCT
cana-4525	464	10	w.	w.	PROPN
cana-4525	464	11	xiong	xiong	PROPN
cana-4525	464	12	,	,	PUNCT
cana-4525	464	13	y.	y.	PROPN
cana-4525	464	14	sun	sun	PROPN
cana-4525	464	15	and	and	CCONJ
cana-4525	464	16	m.	m.	PROPN
cana-4525	464	17	su	su	PROPN
cana-4525	464	18	,	,	PUNCT
cana-4525	464	19	"	"	PUNCT
cana-4525	464	20	a	a	DET
cana-4525	464	21	quasi	quasi	ADJ
cana-4525	464	22	-	-	ADJ
cana-4525	464	23	two	two	NUM
cana-4525	464	24	-	-	PUNCT
cana-4525	464	25	stage	stage	NOUN
cana-4525	464	26	isolated	isolate	VERB
cana-4525	464	27	bidirectional	bidirectional	ADJ
cana-4525	464	28	buckdab	buckdab	NOUN
cana-4525	464	29	converter	converter	NOUN
cana-4525	464	30	for	for	ADP
cana-4525	464	31	wide	wide	ADJ
cana-4525	464	32	input	input	NOUN
cana-4525	464	33	voltage	voltage	NOUN
cana-4525	464	34	range	range	NOUN
cana-4525	464	35	,	,	PUNCT
cana-4525	464	36	"	"	PUNCT
cana-4525	464	37	in	in	ADP
cana-4525	464	38	ieee	ieee	NOUN
cana-4525	464	39	transactions	transaction	NOUN
cana-4525	464	40	on	on	ADP
cana-4525	464	41	power	power	NOUN
cana-4525	464	42	electronics	electronic	NOUN
cana-4525	464	43	,	,	PUNCT
cana-4525	464	44	vol	vol	NOUN
cana-4525	464	45	.	.	PROPN
cana-4525	465	1	38	38	NUM
cana-4525	465	2	,	,	PUNCT
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cana-4525	465	4	.	.	NOUN
cana-4525	465	5	2	2	NUM
cana-4525	465	6	,	,	PUNCT
cana-4525	465	7	pp	pp	ADJ
cana-4525	465	8	.	.	PUNCT
cana-4525	466	1	1384	1384	NUM
cana-4525	466	2	-	-	SYM
cana-4525	466	3	1390	1390	NUM
cana-4525	466	4	,	,	PUNCT
cana-4525	466	5	feb	feb	PROPN
cana-4525	466	6	.	.	PROPN
cana-4525	466	7	2023	2023	NUM
cana-4525	466	8	,	,	PUNCT
cana-4525	466	9	doi	doi	NOUN
cana-4525	466	10	:	:	PUNCT
cana-4525	466	11	10.1109	10.1109	NUM
cana-4525	466	12	/	/	SYM
cana-4525	466	13	tpel.2022.3208105	tpel.2022.3208105	PROPN
cana-4525	466	14	.	.	PUNCT
cana-4525	467	1	[	[	X
cana-4525	467	2	32	32	NUM
cana-4525	467	3	]	]	PUNCT
cana-4525	467	4	x.	x.	PROPN
cana-4525	467	5	wang	wang	PROPN
cana-4525	467	6	,	,	PUNCT
cana-4525	467	7	d.	d.	PROPN
cana-4525	467	8	wang	wang	PROPN
cana-4525	467	9	,	,	PUNCT
cana-4525	467	10	s.	s.	PROPN
cana-4525	467	11	zhu	zhu	PROPN
cana-4525	467	12	,	,	PUNCT
cana-4525	467	13	y.	y.	PROPN
cana-4525	467	14	liu	liu	PROPN
cana-4525	467	15	and	and	CCONJ
cana-4525	467	16	h.	h.	PROPN
cana-4525	467	17	zhao	zhao	PROPN
cana-4525	467	18	,	,	PUNCT
cana-4525	467	19	"	"	PUNCT
cana-4525	467	20	research	research	NOUN
cana-4525	467	21	on	on	ADP
cana-4525	467	22	maximum	maximum	ADJ
cana-4525	467	23	power	power	NOUN
cana-4525	467	24	tracking	tracking	NOUN
cana-4525	467	25	control	control	NOUN
cana-4525	467	26	method	method	NOUN
cana-4525	467	27	of	of	ADP
cana-4525	467	28	10mw	10mw	PROPN
cana-4525	467	29	mvspmsg	mvspmsg	NOUN
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cana-4525	467	31	on	on	ADP
cana-4525	467	32	neutral	neutral	ADJ
cana-4525	467	33	point	point	NOUN
cana-4525	467	34	potential	potential	ADJ
cana-4525	467	35	balance	balance	NOUN
cana-4525	467	36	,	,	PUNCT
cana-4525	467	37	"	"	PUNCT
cana-4525	467	38	in	in	ADP
cana-4525	467	39	ieee	ieee	NOUN
cana-4525	467	40	transactions	transaction	NOUN
cana-4525	467	41	on	on	ADP
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cana-4525	467	43	superconductivity	superconductivity	NOUN
cana-4525	467	44	,	,	PUNCT
cana-4525	467	45	vol	vol	NOUN
cana-4525	467	46	.	.	PROPN
cana-4525	467	47	31	31	NUM
cana-4525	467	48	,	,	PUNCT
cana-4525	467	49	no	no	INTJ
cana-4525	467	50	.	.	NOUN
cana-4525	467	51	8	8	NUM
cana-4525	467	52	,	,	PUNCT
cana-4525	467	53	pp	pp	ADJ
cana-4525	467	54	.	.	PUNCT
cana-4525	468	1	1	1	NUM
cana-4525	468	2	-	-	SYM
cana-4525	468	3	4	4	NUM
cana-4525	468	4	,	,	PUNCT
cana-4525	468	5	nov	nov	PROPN
cana-4525	468	6	.	.	PROPN
cana-4525	468	7	2021	2021	NUM
cana-4525	468	8	,	,	PUNCT
cana-4525	468	9	art	art	NOUN
cana-4525	468	10	no	no	NOUN
cana-4525	468	11	.	.	NOUN
cana-4525	468	12	0604704	0604704	NUM
cana-4525	468	13	,	,	PUNCT
cana-4525	468	14	doi	doi	NOUN
cana-4525	468	15	:	:	PUNCT
cana-4525	468	16	10.1109	10.1109	NUM
cana-4525	468	17	/	/	SYM
cana-4525	468	18	tasc.2021.3117751	tasc.2021.3117751	PROPN
cana-4525	468	19	.	.	PUNCT
cana-4525	469	1	[	[	X
cana-4525	469	2	33	33	NUM
cana-4525	469	3	]	]	PUNCT
cana-4525	469	4	a.	a.	NOUN
cana-4525	469	5	n.	n.	PROPN
cana-4525	469	6	ahmed	ahmed	PROPN
cana-4525	469	7	and	and	CCONJ
cana-4525	469	8	r.	r.	PROPN
cana-4525	469	9	saini	saini	PROPN
cana-4525	469	10	,	,	PUNCT
cana-4525	469	11	"	"	PUNCT
cana-4525	469	12	detection	detection	NOUN
cana-4525	469	13	of	of	ADP
cana-4525	469	14	credit	credit	NOUN
cana-4525	469	15	card	card	NOUN
cana-4525	469	16	fraudulent	fraudulent	ADJ
cana-4525	469	17	transactions	transaction	NOUN
cana-4525	469	18	utilizing	utilize	VERB
cana-4525	469	19	machine	machine	NOUN
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cana-4525	469	23	"	"	PUNCT
cana-4525	469	24	2023	2023	NUM
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cana-4525	469	27	conference	conference	NOUN
cana-4525	469	28	for	for	ADP
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cana-4525	469	30	in	in	ADP
cana-4525	469	31	technology	technology	NOUN
cana-4525	469	32	(	(	PUNCT
cana-4525	469	33	inocon	inocon	NOUN
cana-4525	469	34	)	)	PUNCT
cana-4525	469	35	,	,	PUNCT
cana-4525	469	36	bangalore	bangalore	PROPN
cana-4525	469	37	,	,	PUNCT
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cana-4525	469	39	,	,	PUNCT
cana-4525	469	40	2023	2023	NUM
cana-4525	469	41	,	,	PUNCT
cana-4525	469	42	pp	pp	ADJ
cana-4525	469	43	.	.	PUNCT
cana-4525	470	1	1	1	NUM
cana-4525	470	2	-	-	SYM
cana-4525	470	3	5	5	NUM
cana-4525	470	4	,	,	PUNCT
cana-4525	470	5	doi	doi	NOUN
cana-4525	470	6	:	:	PUNCT
cana-4525	470	7	10.1109	10.1109	NUM
cana-4525	470	8	/	/	SYM
cana-4525	470	9	inocon57975.2023.10101137	inocon57975.2023.10101137	PROPN
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cana-4525	471	1	[	[	X
cana-4525	471	2	34	34	NUM
cana-4525	471	3	]	]	PUNCT
cana-4525	471	4	k.	k.	PROPN
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cana-4525	471	6	,	,	PUNCT
cana-4525	471	7	n.	n.	PROPN
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cana-4525	471	10	a.	a.	PROPN
cana-4525	471	11	kumar	kumar	PROPN
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cana-4525	471	13	n.	n.	PROPN
cana-4525	471	14	kumar	kumar	PROPN
cana-4525	471	15	and	and	CCONJ
cana-4525	471	16	c.	c.	PROPN
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cana-4525	471	19	"	"	PUNCT
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cana-4525	471	21	legitimate	legitimate	ADJ
cana-4525	471	22	and	and	CCONJ
cana-4525	471	23	illicit	illicit	ADJ
cana-4525	471	24	transactions	transaction	NOUN
cana-4525	471	25	using	use	VERB
cana-4525	471	26	machine	machine	NOUN
cana-4525	471	27	learning	learning	NOUN
cana-4525	471	28	,	,	PUNCT
cana-4525	471	29	"	"	PUNCT
cana-4525	471	30	2024	2024	NUM
cana-4525	471	31	international	international	ADJ
cana-4525	471	32	conference	conference	NOUN
cana-4525	471	33	on	on	ADP
cana-4525	471	34	communication	communication	NOUN
cana-4525	471	35	,	,	PUNCT
cana-4525	471	36	computer	computer	NOUN
cana-4525	471	37	sciences	science	NOUN
cana-4525	471	38	and	and	CCONJ
cana-4525	471	39	engineering	engineering	NOUN
cana-4525	471	40	(	(	PUNCT
cana-4525	471	41	ic3se	ic3se	NUM
cana-4525	471	42	)	)	PUNCT
cana-4525	471	43	,	,	PUNCT
cana-4525	471	44	gautam	gautam	PROPN
cana-4525	471	45	buddha	buddha	PROPN
cana-4525	471	46	nagar	nagar	PROPN
cana-4525	471	47	,	,	PUNCT
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cana-4525	471	51	,	,	PUNCT
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cana-4525	472	1	418	418	NUM
cana-4525	472	2	-	-	SYM
cana-4525	472	3	423	423	NUM
cana-4525	472	4	,	,	PUNCT
cana-4525	472	5	doi	doi	NOUN
cana-4525	472	6	:	:	PUNCT
cana-4525	472	7	10.1109	10.1109	NUM
cana-4525	472	8	/	/	SYM
cana-4525	472	9	ic3se62002.2024.10592946	ic3se62002.2024.10592946	NOUN
cana-4525	472	10	.	.	PUNCT
cana-4525	473	1	communications	communication	NOUN
cana-4525	473	2	on	on	ADP
cana-4525	473	3	applied	apply	VERB
cana-4525	473	4	nonlinear	nonlinear	ADJ
cana-4525	473	5	analysis	analysis	NOUN
cana-4525	473	6	issn	issn	NOUN
cana-4525	473	7	:	:	PUNCT
cana-4525	473	8	1074	1074	NUM
cana-4525	473	9	-	-	PUNCT
cana-4525	473	10	133x	133x	NUM
cana-4525	473	11	vol	vol	NOUN
cana-4525	473	12	32	32	NUM
cana-4525	473	13	no	no	NOUN
cana-4525	473	14	.	.	PUNCT
cana-4525	474	1	9s	9s	NUM
cana-4525	474	2	(	(	PUNCT
cana-4525	474	3	2025	2025	NUM
cana-4525	474	4	)	)	PUNCT
cana-4525	474	5	2405	2405	NUM
cana-4525	474	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4525	475	1	[	[	X
cana-4525	475	2	35	35	NUM
cana-4525	475	3	]	]	PUNCT
cana-4525	475	4	m.	m.	NOUN
cana-4525	475	5	m.	m.	PROPN
cana-4525	475	6	badr	badr	PROPN
cana-4525	475	7	,	,	PUNCT
cana-4525	475	8	m.	m.	NOUN
cana-4525	475	9	s.	s.	PROPN
cana-4525	475	10	hamad	hamad	PROPN
cana-4525	475	11	,	,	PUNCT
cana-4525	475	12	a.	a.	PROPN
cana-4525	475	13	s.	s.	PROPN
cana-4525	475	14	abdel	abdel	PROPN
cana-4525	475	15	-	-	PUNCT
cana-4525	475	16	khalik	khalik	PROPN
cana-4525	475	17	,	,	PUNCT
cana-4525	475	18	r.	r.	PROPN
cana-4525	475	19	a.	a.	PROPN
cana-4525	475	20	hamdy	hamdy	PROPN
cana-4525	475	21	,	,	PUNCT
cana-4525	475	22	s.	s.	PROPN
cana-4525	475	23	ahmed	ahmed	PROPN
cana-4525	475	24	and	and	CCONJ
cana-4525	475	25	e.	e.	PROPN
cana-4525	475	26	hamdan	hamdan	PROPN
cana-4525	475	27	,	,	PUNCT
cana-4525	475	28	"	"	PUNCT
cana-4525	475	29	fault	fault	VERB
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cana-4525	475	32	photovoltaic	photovoltaic	NOUN
cana-4525	475	33	array	array	NOUN
cana-4525	475	34	based	base	VERB
cana-4525	475	35	on	on	ADP
cana-4525	475	36	machine	machine	NOUN
cana-4525	475	37	learning	learn	VERB
cana-4525	475	38	classifiers	classifier	NOUN
cana-4525	475	39	,	,	PUNCT
cana-4525	475	40	"	"	PUNCT
cana-4525	475	41	in	in	ADP
cana-4525	475	42	ieee	ieee	NOUN
cana-4525	475	43	access	access	NOUN
cana-4525	475	44	,	,	PUNCT
cana-4525	475	45	vol	vol	NOUN
cana-4525	475	46	.	.	NOUN
cana-4525	475	47	9	9	NUM
cana-4525	475	48	,	,	PUNCT
cana-4525	475	49	pp	pp	ADJ
cana-4525	475	50	.	.	PUNCT
cana-4525	476	1	159113	159113	NUM
cana-4525	476	2	-	-	SYM
cana-4525	476	3	159132	159132	NUM
cana-4525	476	4	,	,	PUNCT
cana-4525	476	5	2021	2021	NUM
cana-4525	476	6	,	,	PUNCT
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cana-4525	476	8	:	:	PUNCT
cana-4525	476	9	10.1109	10.1109	NUM
cana-4525	476	10	/	/	SYM
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cana-4525	476	12	.	.	PUNCT
cana-4525	477	1	[	[	X
cana-4525	477	2	36	36	NUM
cana-4525	477	3	]	]	PUNCT
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cana-4525	477	5	m.	m.	PROPN
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cana-4525	477	7	,	,	PUNCT
cana-4525	477	8	m.	m.	NOUN
cana-4525	477	9	s.	s.	PROPN
cana-4525	477	10	hamad	hamad	PROPN
cana-4525	477	11	,	,	PUNCT
cana-4525	477	12	a.	a.	PROPN
cana-4525	477	13	s.	s.	PROPN
cana-4525	477	14	abdel	abdel	PROPN
cana-4525	477	15	-	-	PUNCT
cana-4525	477	16	khalik	khalik	PROPN
cana-4525	477	17	,	,	PUNCT
cana-4525	477	18	r.	r.	PROPN
cana-4525	477	19	a.	a.	PROPN
cana-4525	477	20	hamdy	hamdy	PROPN
cana-4525	477	21	,	,	PUNCT
cana-4525	477	22	s.	s.	PROPN
cana-4525	477	23	ahmed	ahmed	PROPN
cana-4525	477	24	and	and	CCONJ
cana-4525	477	25	e.	e.	PROPN
cana-4525	477	26	hamdan	hamdan	PROPN
cana-4525	477	27	,	,	PUNCT
cana-4525	477	28	"	"	PUNCT
cana-4525	477	29	fault	fault	VERB
cana-4525	477	30	identification	identification	NOUN
cana-4525	477	31	of	of	ADP
cana-4525	477	32	photovoltaic	photovoltaic	NOUN
cana-4525	477	33	array	array	NOUN
cana-4525	477	34	based	base	VERB
cana-4525	477	35	on	on	ADP
cana-4525	477	36	machine	machine	NOUN
cana-4525	477	37	learning	learn	VERB
cana-4525	477	38	classifiers	classifier	NOUN
cana-4525	477	39	,	,	PUNCT
cana-4525	477	40	"	"	PUNCT
cana-4525	477	41	in	in	ADP
cana-4525	477	42	ieee	ieee	NOUN
cana-4525	477	43	access	access	NOUN
cana-4525	477	44	,	,	PUNCT
cana-4525	477	45	vol	vol	NOUN
cana-4525	477	46	.	.	NOUN
cana-4525	477	47	9	9	NUM
cana-4525	477	48	,	,	PUNCT
cana-4525	477	49	pp	pp	ADJ
cana-4525	477	50	.	.	PUNCT
cana-4525	478	1	159113	159113	NUM
cana-4525	478	2	-	-	SYM
cana-4525	478	3	159132	159132	NUM
cana-4525	478	4	,	,	PUNCT
cana-4525	478	5	2021	2021	NUM
cana-4525	478	6	,	,	PUNCT
cana-4525	478	7	doi	doi	NOUN
cana-4525	478	8	:	:	PUNCT
cana-4525	478	9	10.1109	10.1109	NUM
cana-4525	478	10	/	/	SYM
cana-4525	478	11	access.2021.3130889	access.2021.3130889	NOUN
cana-4525	478	12	.	.	PUNCT
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cana-4525	479	2	37	37	NUM
cana-4525	479	3	]	]	PUNCT
cana-4525	479	4	m.	m.	NOUN
cana-4525	479	5	z.	z.	PROPN
cana-4525	479	6	ali	ali	PROPN
cana-4525	479	7	,	,	PUNCT
cana-4525	479	8	m.	m.	PROPN
cana-4525	479	9	n.	n.	PROPN
cana-4525	479	10	s.	s.	PROPN
cana-4525	479	11	k.	k.	PROPN
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cana-4525	479	13	,	,	PUNCT
cana-4525	479	14	s.	s.	PROPN
cana-4525	479	15	m.	m.	PROPN
cana-4525	479	16	k.	k.	PROPN
cana-4525	479	17	zaman	zaman	PROPN
cana-4525	479	18	and	and	CCONJ
cana-4525	479	19	x.	x.	PROPN
cana-4525	479	20	liang	liang	PROPN
cana-4525	479	21	,	,	PUNCT
cana-4525	479	22	"	"	PUNCT
cana-4525	479	23	singleand	singleand	CCONJ
cana-4525	479	24	multi	multi	ADJ
cana-4525	479	25	-	-	ADJ
cana-4525	479	26	fault	fault	VERB
cana-4525	479	27	diagnosis	diagnosis	NOUN
cana-4525	479	28	using	use	VERB
cana-4525	479	29	machine	machine	NOUN
cana-4525	479	30	learning	learning	NOUN
cana-4525	479	31	for	for	ADP
cana-4525	479	32	variable	variable	ADJ
cana-4525	479	33	frequency	frequency	NOUN
cana-4525	479	34	drive	drive	NOUN
cana-4525	479	35	-	-	PUNCT
cana-4525	479	36	fed	feed	VERB
cana-4525	479	37	induction	induction	NOUN
cana-4525	479	38	motors	motor	NOUN
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cana-4525	479	40	"	"	PUNCT
cana-4525	479	41	in	in	ADP
cana-4525	479	42	ieee	ieee	NOUN
cana-4525	479	43	transactions	transaction	NOUN
cana-4525	479	44	on	on	ADP
cana-4525	479	45	industry	industry	NOUN
cana-4525	479	46	applications	application	NOUN
cana-4525	479	47	,	,	PUNCT
cana-4525	479	48	vol	vol	NOUN
cana-4525	479	49	.	.	PROPN
cana-4525	480	1	56	56	NUM
cana-4525	480	2	,	,	PUNCT
cana-4525	480	3	no	no	INTJ
cana-4525	480	4	.	.	NOUN
cana-4525	480	5	3	3	NUM
cana-4525	480	6	,	,	PUNCT
cana-4525	480	7	pp	pp	ADJ
cana-4525	480	8	.	.	PUNCT
cana-4525	481	1	2324	2324	NUM
cana-4525	481	2	-	-	SYM
cana-4525	481	3	2337	2337	NUM
cana-4525	481	4	,	,	PUNCT
cana-4525	481	5	may	may	PROPN
cana-4525	481	6	-	-	PUNCT
cana-4525	481	7	june	june	PROPN
cana-4525	481	8	2020	2020	NUM
cana-4525	481	9	,	,	PUNCT
cana-4525	481	10	doi	doi	NOUN
cana-4525	481	11	:	:	PUNCT
cana-4525	481	12	10.1109	10.1109	NUM
cana-4525	481	13	/	/	SYM
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cana-4525	481	15	.	.	PUNCT
cana-4525	482	1	[	[	X
cana-4525	482	2	38	38	NUM
cana-4525	482	3	]	]	PUNCT
cana-4525	482	4	m.	m.	NOUN
cana-4525	482	5	kermadi	kermadi	NOUN
cana-4525	482	6	,	,	PUNCT
cana-4525	482	7	z.	z.	PROPN
cana-4525	482	8	salam	salam	PROPN
cana-4525	482	9	,	,	PUNCT
cana-4525	482	10	j.	j.	PROPN
cana-4525	482	11	ahmed	ahmed	PROPN
cana-4525	482	12	and	and	CCONJ
cana-4525	482	13	e.	e.	PROPN
cana-4525	482	14	m.	m.	PROPN
cana-4525	482	15	berkouk	berkouk	PROPN
cana-4525	482	16	,	,	PUNCT
cana-4525	482	17	"	"	PUNCT
cana-4525	482	18	a	a	DET
cana-4525	482	19	high	high	ADJ
cana-4525	482	20	-	-	PUNCT
cana-4525	482	21	performance	performance	NOUN
cana-4525	482	22	global	global	ADJ
cana-4525	482	23	maximum	maximum	ADJ
cana-4525	482	24	power	power	NOUN
cana-4525	482	25	point	point	NOUN
cana-4525	482	26	tracker	tracker	NOUN
cana-4525	482	27	of	of	ADP
cana-4525	482	28	pv	pv	NOUN
cana-4525	482	29	system	system	NOUN
cana-4525	482	30	for	for	ADP
cana-4525	482	31	rapidly	rapidly	ADV
cana-4525	482	32	changing	change	VERB
cana-4525	482	33	partial	partial	ADJ
cana-4525	482	34	shading	shading	NOUN
cana-4525	482	35	conditions	condition	NOUN
cana-4525	482	36	,	,	PUNCT
cana-4525	482	37	"	"	PUNCT
cana-4525	482	38	in	in	ADP
cana-4525	482	39	ieee	ieee	NOUN
cana-4525	482	40	transactions	transaction	NOUN
cana-4525	482	41	on	on	ADP
cana-4525	482	42	industrial	industrial	ADJ
cana-4525	482	43	electronics	electronic	NOUN
cana-4525	482	44	,	,	PUNCT
cana-4525	482	45	vol	vol	NOUN
cana-4525	482	46	.	.	PROPN
cana-4525	483	1	68	68	NUM
cana-4525	483	2	,	,	PUNCT
cana-4525	483	3	no	no	INTJ
cana-4525	483	4	.	.	NOUN
cana-4525	483	5	3	3	NUM
cana-4525	483	6	,	,	PUNCT
cana-4525	483	7	pp	pp	ADJ
cana-4525	483	8	.	.	PUNCT
cana-4525	484	1	2236	2236	NUM
cana-4525	484	2	-	-	SYM
cana-4525	484	3	2245	2245	NUM
cana-4525	484	4	,	,	PUNCT
cana-4525	484	5	march	march	PROPN
cana-4525	484	6	2021	2021	NUM
cana-4525	484	7	,	,	PUNCT
cana-4525	484	8	doi	doi	NOUN
cana-4525	484	9	:	:	PUNCT
cana-4525	484	10	10.1109	10.1109	NUM
cana-4525	484	11	/	/	SYM
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cana-4525	484	13	.	.	PUNCT
cana-4525	485	1	[	[	X
cana-4525	485	2	39	39	NUM
cana-4525	485	3	]	]	PUNCT
cana-4525	485	4	r.	r.	PROPN
cana-4525	485	5	rao	rao	PROPN
cana-4525	486	1	p	p	X
cana-4525	486	2	,	,	PUNCT
cana-4525	486	3	v.	v.	PROPN
cana-4525	486	4	k.	k.	PROPN
cana-4525	486	5	vethanayagam	vethanayagam	PROPN
cana-4525	486	6	,	,	PUNCT
cana-4525	486	7	b.	b.	PROPN
cana-4525	486	8	venkatesaperumal	venkatesaperumal	NOUN
cana-4525	486	9	and	and	CCONJ
cana-4525	486	10	v.	v.	ADP
cana-4525	486	11	v.	v.	PROPN
cana-4525	486	12	ramana	ramana	PROPN
cana-4525	486	13	,	,	PUNCT
cana-4525	486	14	"	"	PUNCT
cana-4525	486	15	modified	modify	VERB
cana-4525	486	16	current	current	ADJ
cana-4525	486	17	control	control	NOUN
cana-4525	486	18	for	for	ADP
cana-4525	486	19	tracking	track	VERB
cana-4525	486	20	global	global	ADJ
cana-4525	486	21	peak	peak	NOUN
cana-4525	486	22	under	under	ADP
cana-4525	486	23	fast	fast	ADJ
cana-4525	486	24	changing	change	VERB
cana-4525	486	25	partial	partial	ADJ
cana-4525	486	26	shading	shading	NOUN
cana-4525	486	27	conditions	condition	NOUN
cana-4525	486	28	,	,	PUNCT
cana-4525	486	29	"	"	PUNCT
cana-4525	486	30	in	in	ADP
cana-4525	486	31	ieee	ieee	NOUN
cana-4525	486	32	transactions	transaction	NOUN
cana-4525	486	33	on	on	ADP
cana-4525	486	34	energy	energy	NOUN
cana-4525	486	35	conversion	conversion	NOUN
cana-4525	486	36	,	,	PUNCT
cana-4525	486	37	vol	vol	NOUN
cana-4525	486	38	.	.	PROPN
cana-4525	487	1	37	37	NUM
cana-4525	487	2	,	,	PUNCT
cana-4525	487	3	no	no	INTJ
cana-4525	487	4	.	.	NOUN
cana-4525	487	5	2	2	NUM
cana-4525	487	6	,	,	PUNCT
cana-4525	487	7	pp	pp	ADJ
cana-4525	487	8	.	.	PUNCT
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cana-4525	488	2	-	-	SYM
cana-4525	488	3	1222	1222	NUM
cana-4525	488	4	,	,	PUNCT
cana-4525	488	5	june	june	PROPN
cana-4525	488	6	2022	2022	NUM
cana-4525	488	7	,	,	PUNCT
cana-4525	488	8	doi	doi	NOUN
cana-4525	488	9	:	:	PUNCT
cana-4525	488	10	10.1109	10.1109	NUM
cana-4525	488	11	/	/	SYM
cana-4525	488	12	tec.2021.3122550	tec.2021.3122550	NUM
cana-4525	488	13	.	.	PUNCT